warning: commands will be executed using /bin/sh
job 5843 at Sun Aug 16 00:15:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse40-150810/YutaMouse40-150810
ElecNo	6
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 16.73 and 25.09 GB of RAM.
Memory request: 8.36 GB would take us to total of 8.36 GB.
----------------------------------------------------------
Loaded 4658005 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 2.79 GB would take us to total of 11.15 GB.
------ Running on subset of 1552668 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 4 (6339 points): Lose 532.629399 but Gain 2316.516361
Iteration 0F (147.410000 sec): 19 clusters
  Score: Raw -157740352.904709 + Penalty 41697.294501 = -157698655.610208
  nChanged 1469440
Iteration 1F (231.430000 sec): 19 clusters
  Score: Raw -165200197.815940 + Penalty 41697.294501 = -165158500.521438
  nChanged 596214
Iteration 2F (304.970000 sec): 19 clusters
  Score: Raw -166917139.884622 + Penalty 41697.294501 = -166875442.590121
  nChanged 330739
Iteration 3F (357.750000 sec): 19 clusters
  Score: Raw -167490094.228811 + Penalty 41697.294501 = -167448396.934310
  nChanged 195380
Iteration 4F (412.810000 sec): 19 clusters
  Score: Raw -167828797.616032 + Penalty 41697.294501 = -167787100.321531
  nChanged 136791
Iteration 5F (463.480000 sec): 19 clusters
  Score: Raw -167995739.802610 + Penalty 41697.294501 = -167954042.508109
  nChanged 111628
Iteration 6F (507.710000 sec): 19 clusters
  Score: Raw -168116083.198534 + Penalty 41697.294501 = -168074385.904033
  nChanged 98658
Iteration 7F (551.730000 sec): 19 clusters
  Score: Raw -168203915.490355 + Penalty 41697.294501 = -168162218.195854
  nChanged 84698
Iteration 8F (595.650000 sec): 19 clusters
  Score: Raw -168263084.178534 + Penalty 41697.294501 = -168221386.884033
  nChanged 72325
Iteration 9Q (625.040000 sec): 19 clusters
  Score: Raw -168304710.115460 + Penalty 41697.294501 = -168263012.820959
  nChanged 63601
Iteration 10Q (653.150000 sec): 19 clusters
  Score: Raw -168336244.201956 + Penalty 41697.294501 = -168294546.907455
  nChanged 56868
Iteration 11Q (683.380000 sec): 19 clusters
  Score: Raw -168361483.841987 + Penalty 41697.294501 = -168319786.547486
  nChanged 51944
Iteration 12Q (710.570000 sec): 19 clusters
  Score: Raw -168382614.467974 + Penalty 41697.294501 = -168340917.173473
  nChanged 48127
Iteration 13Q (743.020000 sec): 19 clusters
  Score: Raw -168401093.159340 + Penalty 41697.294501 = -168359395.864839
  nChanged 45278
Iteration 14Q (771.510000 sec): 19 clusters
  Score: Raw -168418141.419871 + Penalty 41697.294501 = -168376444.125370
  nChanged 43222
Iteration 15Q (809.610000 sec): 19 clusters
  Score: Raw -168434669.354436 + Penalty 41697.294501 = -168392972.059935
  nChanged 42042
Iteration 16Q (836.790000 sec): 19 clusters
  Score: Raw -168451121.399573 + Penalty 41697.294501 = -168409424.105072
  nChanged 41194
Iteration 17Q (870.160000 sec): 19 clusters
  Score: Raw -168468285.073476 + Penalty 41697.294501 = -168426587.778975
  nChanged 40985
Iteration 18Q (896.770000 sec): 19 clusters
  Score: Raw -168488372.941292 + Penalty 41697.294501 = -168446675.646791
  nChanged 41882
Iteration 19Q (927.700000 sec): 19 clusters
  Score: Raw -168514270.460841 + Penalty 41697.294501 = -168472573.166340
  nChanged 42891
Writing temp clu file 
Because OldScore, -168446675.646791, is greater than current (better) Score,-168472573.166340 
 Compute initial score before splitting:   Score: Raw -168514270.460841 + Penalty 41697.294501 = -168472573.166340
Memory request: 0.04 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (22267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (928.310000 sec): 2 clusters
  Score: Raw -2089992.099642 + Penalty 1626.764919 = -2088365.334723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (928.630000 sec): 3 clusters
  Score: Raw -2076643.558744 + Penalty 3253.529838 = -2073390.028906
  nChanged 10225
		SP:Iteration 1F (928.920000 sec): 3 clusters
  Score: Raw -2084185.847745 + Penalty 3253.529838 = -2080932.317907
  nChanged 2107
		SP:Iteration 2F (929.250000 sec): 3 clusters
  Score: Raw -2086016.011196 + Penalty 3253.529838 = -2082762.481358
  nChanged 2019
		SP:Iteration 3F (929.590000 sec): 3 clusters
  Score: Raw -2087735.546547 + Penalty 3253.529838 = -2084482.016708
  nChanged 1822
		SP:Iteration 4F (929.890000 sec): 3 clusters
  Score: Raw -2089345.671234 + Penalty 3253.529838 = -2086092.141396
  nChanged 1585
		SP:Iteration 5F (930.190000 sec): 3 clusters
  Score: Raw -2090737.182779 + Penalty 3253.529838 = -2087483.652941
  nChanged 1329
		SP:Iteration 6F (930.500000 sec): 3 clusters
  Score: Raw -2091909.158502 + Penalty 3253.529838 = -2088655.628664
  nChanged 1082
		SP:Iteration 7Q (930.810000 sec): 3 clusters
  Score: Raw -2092839.419335 + Penalty 3253.529838 = -2089585.889497
  nChanged 923
		SP:Iteration 8Q (931.120000 sec): 3 clusters
  Score: Raw -2093627.534523 + Penalty 3253.529838 = -2090374.004685
  nChanged 745
		SP:Iteration 9Q (931.480000 sec): 3 clusters
  Score: Raw -2094330.556732 + Penalty 3253.529838 = -2091077.026894
  nChanged 601
		SP:Iteration 10Q (931.830000 sec): 3 clusters
  Score: Raw -2094839.597179 + Penalty 3253.529838 = -2091586.067341
  nChanged 441
		SP:Iteration 11Q (932.170000 sec): 3 clusters
  Score: Raw -2095133.537502 + Penalty 3253.529838 = -2091880.007663
  nChanged 340
		SP:Iteration 12Q (932.450000 sec): 3 clusters
  Score: Raw -2095347.102024 + Penalty 3253.529838 = -2092093.572186
  nChanged 243
		SP:Iteration 13Q (932.720000 sec): 3 clusters
  Score: Raw -2095472.836966 + Penalty 3253.529838 = -2092219.307128
  nChanged 196
		SP:Iteration 14Q (933.040000 sec): 3 clusters
  Score: Raw -2095609.690626 + Penalty 3253.529838 = -2092356.160788
  nChanged 165
		SP:Iteration 15Q (933.330000 sec): 3 clusters
  Score: Raw -2095706.418098 + Penalty 3253.529838 = -2092452.888259
  nChanged 149
		SP:Iteration 16Q (933.590000 sec): 3 clusters
  Score: Raw -2095792.598110 + Penalty 3253.529838 = -2092539.068272
  nChanged 115
		SP:Iteration 17Q (933.890000 sec): 3 clusters
  Score: Raw -2095889.349878 + Penalty 3253.529838 = -2092635.820040
  nChanged 80
		SP:Iteration 18Q (934.190000 sec): 3 clusters
  Score: Raw -2095972.883326 + Penalty 3253.529838 = -2092719.353488
  nChanged 96
		SP:Iteration 19Q (934.500000 sec): 3 clusters
  Score: Raw -2096001.897297 + Penalty 3253.529838 = -2092748.367459
  nChanged 66
		SP:Iteration 20F (934.820000 sec): 3 clusters
  Score: Raw -2096170.893216 + Penalty 3253.529838 = -2092917.363378
  nChanged 79
		SP:Iteration 21Q (935.080000 sec): 3 clusters
  Score: Raw -2096359.873349 + Penalty 3253.529838 = -2093106.343511
  nChanged 177
		SP:Iteration 22Q (935.400000 sec): 3 clusters
  Score: Raw -2096521.349735 + Penalty 3253.529838 = -2093267.819897
  nChanged 149
		SP:Iteration 23Q (935.730000 sec): 3 clusters
  Score: Raw -2096605.471329 + Penalty 3253.529838 = -2093351.941490
  nChanged 121
		SP:Iteration 24Q (936.030000 sec): 3 clusters
  Score: Raw -2096648.643589 + Penalty 3253.529838 = -2093395.113751
  nChanged 95
		SP:Iteration 25Q (936.320000 sec): 3 clusters
  Score: Raw -2096672.011840 + Penalty 3253.529838 = -2093418.482002
  nChanged 63
		SP:Iteration 26Q (936.600000 sec): 3 clusters
  Score: Raw -2096685.583654 + Penalty 3253.529838 = -2093432.053815
  nChanged 47
		SP:Iteration 27Q (936.910000 sec): 3 clusters
  Score: Raw -2096692.105772 + Penalty 3253.529838 = -2093438.575934
  nChanged 32
		SP:Iteration 28Q (937.190000 sec): 3 clusters
  Score: Raw -2096696.269891 + Penalty 3253.529838 = -2093442.740053
  nChanged 27
		SP:Iteration 29Q (937.500000 sec): 3 clusters
  Score: Raw -2096700.210906 + Penalty 3253.529838 = -2093446.681068
  nChanged 30
		SP:Iteration 30Q (937.790000 sec): 3 clusters
  Score: Raw -2096703.851689 + Penalty 3253.529838 = -2093450.321850
  nChanged 16
		SP:Iteration 31Q (938.120000 sec): 3 clusters
  Score: Raw -2096706.961367 + Penalty 3253.529838 = -2093453.431529
  nChanged 24
		SP:Iteration 32Q (938.420000 sec): 3 clusters
  Score: Raw -2096708.982060 + Penalty 3253.529838 = -2093455.452221
  nChanged 14
		SP:Iteration 33Q (938.660000 sec): 3 clusters
  Score: Raw -2096710.119827 + Penalty 3253.529838 = -2093456.589989
  nChanged 11
		SP:Iteration 34Q (938.950000 sec): 3 clusters
  Score: Raw -2096710.818482 + Penalty 3253.529838 = -2093457.288644
  nChanged 6
		SP:Iteration 35Q (939.260000 sec): 3 clusters
  Score: Raw -2096711.096294 + Penalty 3253.529838 = -2093457.566455
  nChanged 5
		SP:Iteration 36Q (939.560000 sec): 3 clusters
  Score: Raw -2096711.447482 + Penalty 3253.529838 = -2093457.917644
  nChanged 8
		SP:Iteration 37Q (939.810000 sec): 3 clusters
  Score: Raw -2096712.228526 + Penalty 3253.529838 = -2093458.698688
  nChanged 3
		SP:Iteration 38Q (940.110000 sec): 3 clusters
  Score: Raw -2096712.556907 + Penalty 3253.529838 = -2093459.027068
  nChanged 4
		SP:Iteration 39Q (940.360000 sec): 3 clusters
  Score: Raw -2096712.989385 + Penalty 3253.529838 = -2093459.459547
  nChanged 4
		SP:Iteration 40F (940.650000 sec): 3 clusters
  Score: Raw -2096713.316801 + Penalty 3253.529838 = -2093459.786963
  nChanged 4
		SP:Iteration 41Q (940.900000 sec): 3 clusters
  Score: Raw -2096713.575514 + Penalty 3253.529838 = -2093460.045675
  nChanged 3
		SP:Iteration 42Q (941.170000 sec): 3 clusters
  Score: Raw -2096713.793265 + Penalty 3253.529838 = -2093460.263427
  nChanged 1
		SP:Iteration 43Q (941.490000 sec): 3 clusters
  Score: Raw -2096713.905727 + Penalty 3253.529838 = -2093460.375889
  nChanged 1
		SP:Iteration 44Q (941.750000 sec): 3 clusters
  Score: Raw -2096714.043373 + Penalty 3253.529838 = -2093460.513534
  nChanged 2
		SP:Iteration 45Q (942.070000 sec): 3 clusters
  Score: Raw -2096714.140923 + Penalty 3253.529838 = -2093460.611084
  nChanged 2
		SP:Iteration 46Q (942.430000 sec): 3 clusters
  Score: Raw -2096714.252841 + Penalty 3253.529838 = -2093460.723003
  nChanged 0
		SP:Iteration 47F (942.720000 sec): 3 clusters
  Score: Raw -2096714.252841 + Penalty 3253.529838 = -2093460.723003
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 4.
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (98811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (943.530000 sec): 2 clusters
  Score: Raw -10821222.651835 + Penalty 1868.906685 = -10819353.745150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (944.200000 sec): 3 clusters
  Score: Raw -10756808.985714 + Penalty 3737.813369 = -10753071.172345
  nChanged 47588
		SP:Iteration 1F (944.860000 sec): 3 clusters
  Score: Raw -10785456.835859 + Penalty 3737.813369 = -10781719.022490
  nChanged 5132
		SP:Iteration 2F (945.480000 sec): 3 clusters
  Score: Raw -10787782.093061 + Penalty 3737.813369 = -10784044.279692
  nChanged 5667
		SP:Iteration 3F (946.090000 sec): 3 clusters
  Score: Raw -10790655.776604 + Penalty 3737.813369 = -10786917.963235
  nChanged 5899
		SP:Iteration 4F (946.740000 sec): 3 clusters
  Score: Raw -10793758.315994 + Penalty 3737.813369 = -10790020.502625
  nChanged 5903
		SP:Iteration 5F (947.360000 sec): 3 clusters
  Score: Raw -10796817.723702 + Penalty 3737.813369 = -10793079.910333
  nChanged 5415
		SP:Iteration 6F (948.100000 sec): 3 clusters
  Score: Raw -10799479.043776 + Penalty 3737.813369 = -10795741.230406
  nChanged 4849
		SP:Iteration 7Q (948.790000 sec): 3 clusters
  Score: Raw -10801725.991816 + Penalty 3737.813369 = -10797988.178447
  nChanged 4154
		SP:Iteration 8Q (949.490000 sec): 3 clusters
  Score: Raw -10803439.675675 + Penalty 3737.813369 = -10799701.862306
  nChanged 3457
		SP:Iteration 9Q (950.190000 sec): 3 clusters
  Score: Raw -10804771.834624 + Penalty 3737.813369 = -10801034.021254
  nChanged 2832
		SP:Iteration 10Q (950.940000 sec): 3 clusters
  Score: Raw -10805743.069230 + Penalty 3737.813369 = -10802005.255861
  nChanged 2322
		SP:Iteration 11Q (951.650000 sec): 3 clusters
  Score: Raw -10806408.581525 + Penalty 3737.813369 = -10802670.768155
  nChanged 1850
		SP:Iteration 12Q (952.350000 sec): 3 clusters
  Score: Raw -10806835.571257 + Penalty 3737.813369 = -10803097.757888
  nChanged 1417
		SP:Iteration 13Q (953.120000 sec): 3 clusters
  Score: Raw -10807119.893637 + Penalty 3737.813369 = -10803382.080268
  nChanged 1174
		SP:Iteration 14Q (953.880000 sec): 3 clusters
  Score: Raw -10807346.318572 + Penalty 3737.813369 = -10803608.505203
  nChanged 1019
		SP:Iteration 15Q (954.650000 sec): 3 clusters
  Score: Raw -10807531.729227 + Penalty 3737.813369 = -10803793.915857
  nChanged 933
		SP:Iteration 16Q (955.390000 sec): 3 clusters
  Score: Raw -10807709.097983 + Penalty 3737.813369 = -10803971.284613
  nChanged 967
		SP:Iteration 17Q (956.050000 sec): 3 clusters
  Score: Raw -10807906.194561 + Penalty 3737.813369 = -10804168.381191
  nChanged 973
		SP:Iteration 18Q (956.680000 sec): 3 clusters
  Score: Raw -10808100.316992 + Penalty 3737.813369 = -10804362.503623
  nChanged 1036
		SP:Iteration 19Q (957.370000 sec): 3 clusters
  Score: Raw -10808316.504036 + Penalty 3737.813369 = -10804578.690666
  nChanged 1056
		SP:Iteration 20F (958.020000 sec): 3 clusters
  Score: Raw -10808560.334721 + Penalty 3737.813369 = -10804822.521351
  nChanged 1088
		SP:Iteration 21Q (958.710000 sec): 3 clusters
  Score: Raw -10808817.768923 + Penalty 3737.813369 = -10805079.955554
  nChanged 1121
		SP:Iteration 22Q (959.380000 sec): 3 clusters
  Score: Raw -10809107.714783 + Penalty 3737.813369 = -10805369.901414
  nChanged 1170
		SP:Iteration 23Q (960.060000 sec): 3 clusters
  Score: Raw -10809404.654062 + Penalty 3737.813369 = -10805666.840693
  nChanged 1173
		SP:Iteration 24Q (960.720000 sec): 3 clusters
  Score: Raw -10809704.933774 + Penalty 3737.813369 = -10805967.120405
  nChanged 1176
		SP:Iteration 25Q (961.430000 sec): 3 clusters
  Score: Raw -10810000.484942 + Penalty 3737.813369 = -10806262.671573
  nChanged 1162
		SP:Iteration 26Q (962.080000 sec): 3 clusters
  Score: Raw -10810280.904133 + Penalty 3737.813369 = -10806543.090763
  nChanged 1100
		SP:Iteration 27Q (962.740000 sec): 3 clusters
  Score: Raw -10810548.231393 + Penalty 3737.813369 = -10806810.418023
  nChanged 1170
		SP:Iteration 28Q (963.440000 sec): 3 clusters
  Score: Raw -10810846.903590 + Penalty 3737.813369 = -10807109.090221
  nChanged 1214
		SP:Iteration 29Q (964.070000 sec): 3 clusters
  Score: Raw -10811170.873708 + Penalty 3737.813369 = -10807433.060339
  nChanged 1283
		SP:Iteration 30Q (964.710000 sec): 3 clusters
  Score: Raw -10811567.889940 + Penalty 3737.813369 = -10807830.076571
  nChanged 1404
		SP:Iteration 31Q (965.330000 sec): 3 clusters
  Score: Raw -10812060.771758 + Penalty 3737.813369 = -10808322.958389
  nChanged 1486
		SP:Iteration 32Q (965.970000 sec): 3 clusters
  Score: Raw -10812636.808144 + Penalty 3737.813369 = -10808898.994775
  nChanged 1563
		SP:Iteration 33Q (966.690000 sec): 3 clusters
  Score: Raw -10813312.608783 + Penalty 3737.813369 = -10809574.795414
  nChanged 1632
		SP:Iteration 34Q (967.380000 sec): 3 clusters
  Score: Raw -10814089.651684 + Penalty 3737.813369 = -10810351.838315
  nChanged 1599
		SP:Iteration 35Q (968.050000 sec): 3 clusters
  Score: Raw -10814920.620483 + Penalty 3737.813369 = -10811182.807114
  nChanged 1590
		SP:Iteration 36Q (968.730000 sec): 3 clusters
  Score: Raw -10815780.005497 + Penalty 3737.813369 = -10812042.192128
  nChanged 1576
		SP:Iteration 37Q (969.420000 sec): 3 clusters
  Score: Raw -10816611.413597 + Penalty 3737.813369 = -10812873.600228
  nChanged 1451
		SP:Iteration 38Q (970.110000 sec): 3 clusters
  Score: Raw -10817346.612509 + Penalty 3737.813369 = -10813608.799140
  nChanged 1262
		SP:Iteration 39Q (970.820000 sec): 3 clusters
  Score: Raw -10817933.884358 + Penalty 3737.813369 = -10814196.070989
  nChanged 1114
		SP:Iteration 40F (971.520000 sec): 3 clusters
  Score: Raw -10818491.458470 + Penalty 3737.813369 = -10814753.645101
  nChanged 1085
		SP:Iteration 41Q (972.210000 sec): 3 clusters
  Score: Raw -10818955.477323 + Penalty 3737.813369 = -10815217.663954
  nChanged 996
		SP:Iteration 42Q (972.870000 sec): 3 clusters
  Score: Raw -10819321.404813 + Penalty 3737.813369 = -10815583.591443
  nChanged 898
		SP:Iteration 43Q (973.460000 sec): 3 clusters
  Score: Raw -10819597.838023 + Penalty 3737.813369 = -10815860.024653
  nChanged 792
		SP:Iteration 44Q (974.140000 sec): 3 clusters
  Score: Raw -10819808.884091 + Penalty 3737.813369 = -10816071.070721
  nChanged 721
		SP:Iteration 45Q (974.790000 sec): 3 clusters
  Score: Raw -10819979.594411 + Penalty 3737.813369 = -10816241.781042
  nChanged 621
		SP:Iteration 46Q (975.390000 sec): 3 clusters
  Score: Raw -10820101.771456 + Penalty 3737.813369 = -10816363.958087
  nChanged 522
		SP:Iteration 47Q (976.070000 sec): 3 clusters
  Score: Raw -10820190.573270 + Penalty 3737.813369 = -10816452.759901
  nChanged 497
		SP:Iteration 48Q (976.770000 sec): 3 clusters
  Score: Raw -10820270.365615 + Penalty 3737.813369 = -10816532.552246
  nChanged 443
		SP:Iteration 49Q (977.440000 sec): 3 clusters
  Score: Raw -10820332.940461 + Penalty 3737.813369 = -10816595.127091
  nChanged 393
		SP:Iteration 50Q (978.100000 sec): 3 clusters
  Score: Raw -10820387.400305 + Penalty 3737.813369 = -10816649.586936
  nChanged 389
		SP:Iteration 51Q (978.690000 sec): 3 clusters
  Score: Raw -10820439.570070 + Penalty 3737.813369 = -10816701.756700
  nChanged 372
		SP:Iteration 52Q (979.410000 sec): 3 clusters
  Score: Raw -10820485.069298 + Penalty 3737.813369 = -10816747.255928
  nChanged 353
		SP:Iteration 53Q (980.080000 sec): 3 clusters
  Score: Raw -10820524.515275 + Penalty 3737.813369 = -10816786.701905
  nChanged 302
		SP:Iteration 54Q (980.760000 sec): 3 clusters
  Score: Raw -10820556.019209 + Penalty 3737.813369 = -10816818.205839
  nChanged 292
		SP:Iteration 55Q (981.450000 sec): 3 clusters
  Score: Raw -10820585.585745 + Penalty 3737.813369 = -10816847.772376
  nChanged 274
		SP:Iteration 56Q (982.110000 sec): 3 clusters
  Score: Raw -10820613.703811 + Penalty 3737.813369 = -10816875.890442
  nChanged 295
		SP:Iteration 57Q (982.760000 sec): 3 clusters
  Score: Raw -10820643.985472 + Penalty 3737.813369 = -10816906.172103
  nChanged 281
		SP:Iteration 58Q (983.350000 sec): 3 clusters
  Score: Raw -10820673.670356 + Penalty 3737.813369 = -10816935.856987
  nChanged 278
		SP:Iteration 59Q (983.970000 sec): 3 clusters
  Score: Raw -10820701.488778 + Penalty 3737.813369 = -10816963.675409
  nChanged 278
		SP:Iteration 60F (984.650000 sec): 3 clusters
  Score: Raw -10820731.965566 + Penalty 3737.813369 = -10816994.152197
  nChanged 298
		SP:Iteration 61Q (985.240000 sec): 3 clusters
  Score: Raw -10820766.199463 + Penalty 3737.813369 = -10817028.386094
  nChanged 294
		SP:Iteration 62Q (985.910000 sec): 3 clusters
  Score: Raw -10820803.768477 + Penalty 3737.813369 = -10817065.955107
  nChanged 297
		SP:Iteration 63Q (986.560000 sec): 3 clusters
  Score: Raw -10820841.853227 + Penalty 3737.813369 = -10817104.039858
  nChanged 288
		SP:Iteration 64Q (987.140000 sec): 3 clusters
  Score: Raw -10820875.688257 + Penalty 3737.813369 = -10817137.874888
  nChanged 277
		SP:Iteration 65Q (987.770000 sec): 3 clusters
  Score: Raw -10820906.397127 + Penalty 3737.813369 = -10817168.583757
  nChanged 250
		SP:Iteration 66Q (988.400000 sec): 3 clusters
  Score: Raw -10820933.687741 + Penalty 3737.813369 = -10817195.874372
  nChanged 239
		SP:Iteration 67Q (989.000000 sec): 3 clusters
  Score: Raw -10820962.640603 + Penalty 3737.813369 = -10817224.827233
  nChanged 261
		SP:Iteration 68Q (989.580000 sec): 3 clusters
  Score: Raw -10820999.492054 + Penalty 3737.813369 = -10817261.678685
  nChanged 280
		SP:Iteration 69Q (990.240000 sec): 3 clusters
  Score: Raw -10821038.871477 + Penalty 3737.813369 = -10817301.058107
  nChanged 310
		SP:Iteration 70Q (990.920000 sec): 3 clusters
  Score: Raw -10821079.734090 + Penalty 3737.813369 = -10817341.920720
  nChanged 297
		SP:Iteration 71Q (991.590000 sec): 3 clusters
  Score: Raw -10821117.390555 + Penalty 3737.813369 = -10817379.577186
  nChanged 265
		SP:Iteration 72Q (992.250000 sec): 3 clusters
  Score: Raw -10821149.749202 + Penalty 3737.813369 = -10817411.935832
  nChanged 247
		SP:Iteration 73Q (992.870000 sec): 3 clusters
  Score: Raw -10821184.126020 + Penalty 3737.813369 = -10817446.312651
  nChanged 259
		SP:Iteration 74Q (993.540000 sec): 3 clusters
  Score: Raw -10821220.574194 + Penalty 3737.813369 = -10817482.760825
  nChanged 270
		SP:Iteration 75Q (994.200000 sec): 3 clusters
  Score: Raw -10821263.187996 + Penalty 3737.813369 = -10817525.374626
  nChanged 286
		SP:Iteration 76Q (994.800000 sec): 3 clusters
  Score: Raw -10821309.182209 + Penalty 3737.813369 = -10817571.368839
  nChanged 279
		SP:Iteration 77Q (995.360000 sec): 3 clusters
  Score: Raw -10821355.748737 + Penalty 3737.813369 = -10817617.935368
  nChanged 289
		SP:Iteration 78Q (995.920000 sec): 3 clusters
  Score: Raw -10821404.736661 + Penalty 3737.813369 = -10817666.923291
  nChanged 259
		SP:Iteration 79Q (996.470000 sec): 3 clusters
  Score: Raw -10821451.022146 + Penalty 3737.813369 = -10817713.208776
  nChanged 260
		SP:Iteration 80F (997.180000 sec): 3 clusters
  Score: Raw -10821496.662110 + Penalty 3737.813369 = -10817758.848740
  nChanged 261
		SP:Iteration 81Q (997.760000 sec): 3 clusters
  Score: Raw -10821545.084571 + Penalty 3737.813369 = -10817807.271202
  nChanged 264
		SP:Iteration 82Q (998.390000 sec): 3 clusters
  Score: Raw -10821591.230519 + Penalty 3737.813369 = -10817853.417150
  nChanged 232
		SP:Iteration 83Q (999.060000 sec): 3 clusters
  Score: Raw -10821629.297794 + Penalty 3737.813369 = -10817891.484424
  nChanged 221
		SP:Iteration 84Q (999.620000 sec): 3 clusters
  Score: Raw -10821662.345245 + Penalty 3737.813369 = -10817924.531875
  nChanged 206
		SP:Iteration 85Q (1000.230000 sec): 3 clusters
  Score: Raw -10821694.799871 + Penalty 3737.813369 = -10817956.986502
  nChanged 210
		SP:Iteration 86Q (1000.850000 sec): 3 clusters
  Score: Raw -10821730.105676 + Penalty 3737.813369 = -10817992.292306
  nChanged 186
		SP:Iteration 87Q (1001.450000 sec): 3 clusters
  Score: Raw -10821760.109358 + Penalty 3737.813369 = -10818022.295989
  nChanged 176
		SP:Iteration 88Q (1002.110000 sec): 3 clusters
  Score: Raw -10821786.800685 + Penalty 3737.813369 = -10818048.987316
  nChanged 149
		SP:Iteration 89Q (1002.730000 sec): 3 clusters
  Score: Raw -10821804.826923 + Penalty 3737.813369 = -10818067.013553
  nChanged 122
		SP:Iteration 90Q (1003.300000 sec): 3 clusters
  Score: Raw -10821821.088636 + Penalty 3737.813369 = -10818083.275267
  nChanged 135
		SP:Iteration 91Q (1003.830000 sec): 3 clusters
  Score: Raw -10821838.362811 + Penalty 3737.813369 = -10818100.549441
  nChanged 120
		SP:Iteration 92Q (1004.470000 sec): 3 clusters
  Score: Raw -10821854.148150 + Penalty 3737.813369 = -10818116.334781
  nChanged 108
		SP:Iteration 93Q (1005.030000 sec): 3 clusters
  Score: Raw -10821869.716189 + Penalty 3737.813369 = -10818131.902820
  nChanged 109
		SP:Iteration 94Q (1005.620000 sec): 3 clusters
  Score: Raw -10821884.146100 + Penalty 3737.813369 = -10818146.332731
  nChanged 105
		SP:Iteration 95Q (1006.290000 sec): 3 clusters
  Score: Raw -10821896.827568 + Penalty 3737.813369 = -10818159.014198
  nChanged 79
		SP:Iteration 96Q (1006.880000 sec): 3 clusters
  Score: Raw -10821904.990734 + Penalty 3737.813369 = -10818167.177365
  nChanged 73
		SP:Iteration 97Q (1007.500000 sec): 3 clusters
  Score: Raw -10821913.937214 + Penalty 3737.813369 = -10818176.123845
  nChanged 67
		SP:Iteration 98Q (1008.130000 sec): 3 clusters
  Score: Raw -10821922.674541 + Penalty 3737.813369 = -10818184.861171
  nChanged 62
		SP:Iteration 99Q (1008.750000 sec): 3 clusters
  Score: Raw -10821928.995475 + Penalty 3737.813369 = -10818191.182105
  nChanged 59
		SP:Iteration 100F (1009.420000 sec): 3 clusters
  Score: Raw -10821935.519616 + Penalty 3737.813369 = -10818197.706247
  nChanged 57
		SP:Iteration 101Q (1010.060000 sec): 3 clusters
  Score: Raw -10821941.503189 + Penalty 3737.813369 = -10818203.689819
  nChanged 40
		SP:Iteration 102Q (1010.630000 sec): 3 clusters
  Score: Raw -10821945.370069 + Penalty 3737.813369 = -10818207.556700
  nChanged 44
		SP:Iteration 103Q (1011.290000 sec): 3 clusters
  Score: Raw -10821949.679779 + Penalty 3737.813369 = -10818211.866410
  nChanged 42
		SP:Iteration 104Q (1011.950000 sec): 3 clusters
  Score: Raw -10821953.383269 + Penalty 3737.813369 = -10818215.569900
  nChanged 28
		SP:Iteration 105Q (1012.690000 sec): 3 clusters
  Score: Raw -10821955.836615 + Penalty 3737.813369 = -10818218.023245
  nChanged 25
		SP:Iteration 106Q (1013.310000 sec): 3 clusters
  Score: Raw -10821957.965528 + Penalty 3737.813369 = -10818220.152158
  nChanged 29
		SP:Iteration 107Q (1013.920000 sec): 3 clusters
  Score: Raw -10821960.981517 + Penalty 3737.813369 = -10818223.168147
  nChanged 43
		SP:Iteration 108Q (1014.580000 sec): 3 clusters
  Score: Raw -10821965.251523 + Penalty 3737.813369 = -10818227.438154
  nChanged 27
		SP:Iteration 109Q (1015.220000 sec): 3 clusters
  Score: Raw -10821967.643475 + Penalty 3737.813369 = -10818229.830105
  nChanged 23
		SP:Iteration 110Q (1015.860000 sec): 3 clusters
  Score: Raw -10821969.518435 + Penalty 3737.813369 = -10818231.705066
  nChanged 20
		SP:Iteration 111Q (1016.490000 sec): 3 clusters
  Score: Raw -10821971.647278 + Penalty 3737.813369 = -10818233.833909
  nChanged 27
		SP:Iteration 112Q (1017.160000 sec): 3 clusters
  Score: Raw -10821974.283991 + Penalty 3737.813369 = -10818236.470621
  nChanged 22
		SP:Iteration 113Q (1017.760000 sec): 3 clusters
  Score: Raw -10821976.731425 + Penalty 3737.813369 = -10818238.918056
  nChanged 31
		SP:Iteration 114Q (1018.340000 sec): 3 clusters
  Score: Raw -10821979.835235 + Penalty 3737.813369 = -10818242.021865
  nChanged 33
		SP:Iteration 115Q (1018.940000 sec): 3 clusters
  Score: Raw -10821983.587186 + Penalty 3737.813369 = -10818245.773817
  nChanged 39
		SP:Iteration 116Q (1019.580000 sec): 3 clusters
  Score: Raw -10821987.376872 + Penalty 3737.813369 = -10818249.563503
  nChanged 38
		SP:Iteration 117Q (1020.150000 sec): 3 clusters
  Score: Raw -10821991.312206 + Penalty 3737.813369 = -10818253.498837
  nChanged 33
		SP:Iteration 118Q (1020.760000 sec): 3 clusters
  Score: Raw -10821994.346455 + Penalty 3737.813369 = -10818256.533085
  nChanged 25
		SP:Iteration 119Q (1021.380000 sec): 3 clusters
  Score: Raw -10821996.807414 + Penalty 3737.813369 = -10818258.994045
  nChanged 21
		SP:Iteration 120F (1022.070000 sec): 3 clusters
  Score: Raw -10821999.062532 + Penalty 3737.813369 = -10818261.249163
  nChanged 28
		SP:Iteration 121Q (1022.740000 sec): 3 clusters
  Score: Raw -10822002.996557 + Penalty 3737.813369 = -10818265.183188
  nChanged 39
		SP:Iteration 122Q (1023.370000 sec): 3 clusters
  Score: Raw -10822007.051970 + Penalty 3737.813369 = -10818269.238601
  nChanged 26
		SP:Iteration 123Q (1023.920000 sec): 3 clusters
  Score: Raw -10822009.535080 + Penalty 3737.813369 = -10818271.721710
  nChanged 22
		SP:Iteration 124Q (1024.480000 sec): 3 clusters
  Score: Raw -10822012.445080 + Penalty 3737.813369 = -10818274.631711
  nChanged 28
		SP:Iteration 125Q (1025.080000 sec): 3 clusters
  Score: Raw -10822016.334398 + Penalty 3737.813369 = -10818278.521029
  nChanged 34
		SP:Iteration 126Q (1025.680000 sec): 3 clusters
  Score: Raw -10822019.949919 + Penalty 3737.813369 = -10818282.136549
  nChanged 31
		SP:Iteration 127Q (1026.240000 sec): 3 clusters
  Score: Raw -10822023.199339 + Penalty 3737.813369 = -10818285.385970
  nChanged 18
		SP:Iteration 128Q (1026.830000 sec): 3 clusters
  Score: Raw -10822025.237160 + Penalty 3737.813369 = -10818287.423791
  nChanged 17
		SP:Iteration 129Q (1027.390000 sec): 3 clusters
  Score: Raw -10822026.846581 + Penalty 3737.813369 = -10818289.033212
  nChanged 15
		SP:Iteration 130Q (1027.940000 sec): 3 clusters
  Score: Raw -10822028.288849 + Penalty 3737.813369 = -10818290.475479
  nChanged 18
		SP:Iteration 131Q (1028.520000 sec): 3 clusters
  Score: Raw -10822029.812827 + Penalty 3737.813369 = -10818291.999458
  nChanged 12
		SP:Iteration 132Q (1029.140000 sec): 3 clusters
  Score: Raw -10822030.871496 + Penalty 3737.813369 = -10818293.058126
  nChanged 18
		SP:Iteration 133Q (1029.730000 sec): 3 clusters
  Score: Raw -10822032.318116 + Penalty 3737.813369 = -10818294.504746
  nChanged 16
		SP:Iteration 134Q (1030.370000 sec): 3 clusters
  Score: Raw -10822033.645173 + Penalty 3737.813369 = -10818295.831803
  nChanged 13
		SP:Iteration 135Q (1030.960000 sec): 3 clusters
  Score: Raw -10822034.429812 + Penalty 3737.813369 = -10818296.616442
  nChanged 11
		SP:Iteration 136Q (1031.540000 sec): 3 clusters
  Score: Raw -10822035.151057 + Penalty 3737.813369 = -10818297.337688
  nChanged 10
		SP:Iteration 137Q (1032.200000 sec): 3 clusters
  Score: Raw -10822036.049621 + Penalty 3737.813369 = -10818298.236252
  nChanged 6
		SP:Iteration 138Q (1032.810000 sec): 3 clusters
  Score: Raw -10822036.248650 + Penalty 3737.813369 = -10818298.435281
  nChanged 2
		SP:Iteration 139Q (1033.420000 sec): 3 clusters
  Score: Raw -10822036.338737 + Penalty 3737.813369 = -10818298.525368
  nChanged 1
		SP:Iteration 140F (1034.100000 sec): 3 clusters
  Score: Raw -10822036.383178 + Penalty 3737.813369 = -10818298.569808
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (22920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1034.330000 sec): 2 clusters
  Score: Raw -2547147.623404 + Penalty 1631.461840 = -2545516.161564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1034.590000 sec): 3 clusters
  Score: Raw -2533489.919311 + Penalty 3262.923681 = -2530226.995630
  nChanged 10285
		SP:Iteration 1F (1034.860000 sec): 3 clusters
  Score: Raw -2539169.096363 + Penalty 3262.923681 = -2535906.172683
  nChanged 1181
		SP:Iteration 2F (1035.130000 sec): 3 clusters
  Score: Raw -2539605.432950 + Penalty 3262.923681 = -2536342.509269
  nChanged 1119
		SP:Iteration 3Q (1035.420000 sec): 3 clusters
  Score: Raw -2540031.548735 + Penalty 3262.923681 = -2536768.625055
  nChanged 1053
		SP:Iteration 4Q (1035.730000 sec): 3 clusters
  Score: Raw -2540493.318010 + Penalty 3262.923681 = -2537230.394329
  nChanged 1078
		SP:Iteration 5Q (1036.030000 sec): 3 clusters
  Score: Raw -2541085.048681 + Penalty 3262.923681 = -2537822.125001
  nChanged 1096
		SP:Iteration 6Q (1036.310000 sec): 3 clusters
  Score: Raw -2541868.184442 + Penalty 3262.923681 = -2538605.260762
  nChanged 1245
		SP:Iteration 7F (1036.630000 sec): 3 clusters
  Score: Raw -2542861.657285 + Penalty 3262.923681 = -2539598.733604
  nChanged 1482
		SP:Iteration 8F (1036.960000 sec): 3 clusters
  Score: Raw -2544129.228141 + Penalty 3262.923681 = -2540866.304461
  nChanged 1650
		SP:Iteration 9F (1037.290000 sec): 3 clusters
  Score: Raw -2545505.759647 + Penalty 3262.923681 = -2542242.835966
  nChanged 1453
		SP:Iteration 10F (1037.640000 sec): 3 clusters
  Score: Raw -2546520.224329 + Penalty 3262.923681 = -2543257.300649
  nChanged 1090
		SP:Iteration 11Q (1037.930000 sec): 3 clusters
  Score: Raw -2547116.279279 + Penalty 3262.923681 = -2543853.355598
  nChanged 763
		SP:Iteration 12Q (1038.290000 sec): 3 clusters
  Score: Raw -2547490.275209 + Penalty 3262.923681 = -2544227.351528
  nChanged 584
		SP:Iteration 13Q (1038.600000 sec): 3 clusters
  Score: Raw -2547721.565305 + Penalty 3262.923681 = -2544458.641625
  nChanged 497
		SP:Iteration 14Q (1038.900000 sec): 3 clusters
  Score: Raw -2547888.305155 + Penalty 3262.923681 = -2544625.381474
  nChanged 383
		SP:Iteration 15Q (1039.180000 sec): 3 clusters
  Score: Raw -2548001.344295 + Penalty 3262.923681 = -2544738.420615
  nChanged 315
		SP:Iteration 16Q (1039.480000 sec): 3 clusters
  Score: Raw -2548086.214174 + Penalty 3262.923681 = -2544823.290493
  nChanged 263
		SP:Iteration 17Q (1039.780000 sec): 3 clusters
  Score: Raw -2548142.287183 + Penalty 3262.923681 = -2544879.363503
  nChanged 195
		SP:Iteration 18Q (1040.060000 sec): 3 clusters
  Score: Raw -2548183.040048 + Penalty 3262.923681 = -2544920.116368
  nChanged 185
		SP:Iteration 19Q (1040.430000 sec): 3 clusters
  Score: Raw -2548220.689607 + Penalty 3262.923681 = -2544957.765926
  nChanged 158
		SP:Iteration 20F (1040.700000 sec): 3 clusters
  Score: Raw -2548246.861717 + Penalty 3262.923681 = -2544983.938036
  nChanged 122
		SP:Iteration 21Q (1041.030000 sec): 3 clusters
  Score: Raw -2548263.143979 + Penalty 3262.923681 = -2545000.220299
  nChanged 92
		SP:Iteration 22Q (1041.360000 sec): 3 clusters
  Score: Raw -2548274.176374 + Penalty 3262.923681 = -2545011.252694
  nChanged 81
		SP:Iteration 23Q (1041.660000 sec): 3 clusters
  Score: Raw -2548282.719740 + Penalty 3262.923681 = -2545019.796060
  nChanged 72
		SP:Iteration 24Q (1041.970000 sec): 3 clusters
  Score: Raw -2548288.614094 + Penalty 3262.923681 = -2545025.690413
  nChanged 44
		SP:Iteration 25Q (1042.260000 sec): 3 clusters
  Score: Raw -2548292.656439 + Penalty 3262.923681 = -2545029.732758
  nChanged 51
		SP:Iteration 26Q (1042.570000 sec): 3 clusters
  Score: Raw -2548297.225227 + Penalty 3262.923681 = -2545034.301547
  nChanged 39
		SP:Iteration 27Q (1042.900000 sec): 3 clusters
  Score: Raw -2548300.774404 + Penalty 3262.923681 = -2545037.850723
  nChanged 43
		SP:Iteration 28Q (1043.220000 sec): 3 clusters
  Score: Raw -2548304.728650 + Penalty 3262.923681 = -2545041.804969
  nChanged 49
		SP:Iteration 29Q (1043.500000 sec): 3 clusters
  Score: Raw -2548309.044797 + Penalty 3262.923681 = -2545046.121116
  nChanged 40
		SP:Iteration 30Q (1043.860000 sec): 3 clusters
  Score: Raw -2548312.259875 + Penalty 3262.923681 = -2545049.336195
  nChanged 37
		SP:Iteration 31Q (1044.200000 sec): 3 clusters
  Score: Raw -2548315.069494 + Penalty 3262.923681 = -2545052.145814
  nChanged 31
		SP:Iteration 32Q (1044.510000 sec): 3 clusters
  Score: Raw -2548317.404450 + Penalty 3262.923681 = -2545054.480769
  nChanged 27
		SP:Iteration 33Q (1044.860000 sec): 3 clusters
  Score: Raw -2548319.447000 + Penalty 3262.923681 = -2545056.523319
  nChanged 19
		SP:Iteration 34Q (1045.170000 sec): 3 clusters
  Score: Raw -2548320.848043 + Penalty 3262.923681 = -2545057.924363
  nChanged 25
		SP:Iteration 35Q (1045.490000 sec): 3 clusters
  Score: Raw -2548322.714571 + Penalty 3262.923681 = -2545059.790890
  nChanged 23
		SP:Iteration 36Q (1045.790000 sec): 3 clusters
  Score: Raw -2548324.362895 + Penalty 3262.923681 = -2545061.439214
  nChanged 25
		SP:Iteration 37Q (1046.130000 sec): 3 clusters
  Score: Raw -2548326.157049 + Penalty 3262.923681 = -2545063.233368
  nChanged 26
		SP:Iteration 38Q (1046.480000 sec): 3 clusters
  Score: Raw -2548327.774609 + Penalty 3262.923681 = -2545064.850929
  nChanged 16
		SP:Iteration 39Q (1046.780000 sec): 3 clusters
  Score: Raw -2548328.786026 + Penalty 3262.923681 = -2545065.862346
  nChanged 12
		SP:Iteration 40F (1047.060000 sec): 3 clusters
  Score: Raw -2548329.771336 + Penalty 3262.923681 = -2545066.847655
  nChanged 10
		SP:Iteration 41Q (1047.360000 sec): 3 clusters
  Score: Raw -2548330.564121 + Penalty 3262.923681 = -2545067.640440
  nChanged 15
		SP:Iteration 42Q (1047.640000 sec): 3 clusters
  Score: Raw -2548331.471391 + Penalty 3262.923681 = -2545068.547711
  nChanged 9
		SP:Iteration 43Q (1047.940000 sec): 3 clusters
  Score: Raw -2548331.714463 + Penalty 3262.923681 = -2545068.790782
  nChanged 5
		SP:Iteration 44Q (1048.270000 sec): 3 clusters
  Score: Raw -2548331.939002 + Penalty 3262.923681 = -2545069.015322
  nChanged 7
		SP:Iteration 45Q (1048.530000 sec): 3 clusters
  Score: Raw -2548332.235675 + Penalty 3262.923681 = -2545069.311995
  nChanged 5
		SP:Iteration 46Q (1048.780000 sec): 3 clusters
  Score: Raw -2548332.465884 + Penalty 3262.923681 = -2545069.542203
  nChanged 6
		SP:Iteration 47Q (1049.140000 sec): 3 clusters
  Score: Raw -2548332.695298 + Penalty 3262.923681 = -2545069.771618
  nChanged 5
		SP:Iteration 48Q (1049.400000 sec): 3 clusters
  Score: Raw -2548333.069900 + Penalty 3262.923681 = -2545070.146219
  nChanged 8
		SP:Iteration 49Q (1049.690000 sec): 3 clusters
  Score: Raw -2548333.428340 + Penalty 3262.923681 = -2545070.504660
  nChanged 4
		SP:Iteration 50Q (1049.920000 sec): 3 clusters
  Score: Raw -2548333.513476 + Penalty 3262.923681 = -2545070.589796
  nChanged 1
		SP:Iteration 51Q (1050.240000 sec): 3 clusters
  Score: Raw -2548333.558345 + Penalty 3262.923681 = -2545070.634664
  nChanged 1
		SP:Iteration 52Q (1050.500000 sec): 3 clusters
  Score: Raw -2548333.591797 + Penalty 3262.923681 = -2545070.668117
  nChanged 2
		SP:Iteration 53Q (1050.810000 sec): 3 clusters
  Score: Raw -2548333.681957 + Penalty 3262.923681 = -2545070.758276
  nChanged 2
		SP:Iteration 54Q (1051.070000 sec): 3 clusters
  Score: Raw -2548333.725854 + Penalty 3262.923681 = -2545070.802173
  nChanged 3
		SP:Iteration 55Q (1051.340000 sec): 3 clusters
  Score: Raw -2548333.848687 + Penalty 3262.923681 = -2545070.925007
  nChanged 3
		SP:Iteration 56Q (1051.650000 sec): 3 clusters
  Score: Raw -2548333.975076 + Penalty 3262.923681 = -2545071.051395
  nChanged 2
		SP:Iteration 57Q (1051.960000 sec): 3 clusters
  Score: Raw -2548334.020852 + Penalty 3262.923681 = -2545071.097171
  nChanged 2
		SP:Iteration 58Q (1052.250000 sec): 3 clusters
  Score: Raw -2548334.071923 + Penalty 3262.923681 = -2545071.148243
  nChanged 0
		SP:Iteration 59F (1052.500000 sec): 3 clusters
  Score: Raw -2548334.071923 + Penalty 3262.923681 = -2545071.148243
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (423725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1055.060000 sec): 2 clusters
  Score: Raw -48586484.625510 + Penalty 2105.486490 = -48584379.139020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1056.960000 sec): 3 clusters
  Score: Raw -48302158.002102 + Penalty 4210.972980 = -48297947.029122
  nChanged 207238
		SP:Iteration 1F (1058.910000 sec): 3 clusters
  Score: Raw -48464555.256851 + Penalty 4210.972980 = -48460344.283870
  nChanged 46413
		SP:Iteration 2F (1060.890000 sec): 3 clusters
  Score: Raw -48524273.259753 + Penalty 4210.972980 = -48520062.286773
  nChanged 48046
		SP:Iteration 3F (1063.100000 sec): 3 clusters
  Score: Raw -48577254.504479 + Penalty 4210.972980 = -48573043.531499
  nChanged 33583
		SP:Iteration 4F (1065.290000 sec): 3 clusters
  Score: Raw -48600799.075237 + Penalty 4210.972980 = -48596588.102257
  nChanged 19701
		SP:Iteration 5Q (1067.740000 sec): 3 clusters
  Score: Raw -48610920.726416 + Penalty 4210.972980 = -48606709.753436
  nChanged 12292
		SP:Iteration 6Q (1070.150000 sec): 3 clusters
  Score: Raw -48617388.794170 + Penalty 4210.972980 = -48613177.821190
  nChanged 9393
		SP:Iteration 7Q (1072.450000 sec): 3 clusters
  Score: Raw -48623345.844536 + Penalty 4210.972980 = -48619134.871556
  nChanged 8423
		SP:Iteration 8Q (1074.660000 sec): 3 clusters
  Score: Raw -48629316.129376 + Penalty 4210.972980 = -48625105.156396
  nChanged 7737
		SP:Iteration 9Q (1076.600000 sec): 3 clusters
  Score: Raw -48634839.509448 + Penalty 4210.972980 = -48630628.536468
  nChanged 6831
		SP:Iteration 10Q (1078.680000 sec): 3 clusters
  Score: Raw -48639418.831097 + Penalty 4210.972980 = -48635207.858117
  nChanged 6147
		SP:Iteration 11Q (1080.740000 sec): 3 clusters
  Score: Raw -48642972.125639 + Penalty 4210.972980 = -48638761.152659
  nChanged 5587
		SP:Iteration 12Q (1082.650000 sec): 3 clusters
  Score: Raw -48645839.151488 + Penalty 4210.972980 = -48641628.178507
  nChanged 5177
		SP:Iteration 13Q (1084.470000 sec): 3 clusters
  Score: Raw -48648321.689890 + Penalty 4210.972980 = -48644110.716910
  nChanged 4720
		SP:Iteration 14Q (1086.220000 sec): 3 clusters
  Score: Raw -48650509.533304 + Penalty 4210.972980 = -48646298.560324
  nChanged 4236
		SP:Iteration 15Q (1088.050000 sec): 3 clusters
  Score: Raw -48652376.206801 + Penalty 4210.972980 = -48648165.233821
  nChanged 3755
		SP:Iteration 16Q (1089.770000 sec): 3 clusters
  Score: Raw -48653929.196221 + Penalty 4210.972980 = -48649718.223241
  nChanged 3322
		SP:Iteration 17Q (1091.510000 sec): 3 clusters
  Score: Raw -48655218.709126 + Penalty 4210.972980 = -48651007.736146
  nChanged 2919
		SP:Iteration 18Q (1093.510000 sec): 3 clusters
  Score: Raw -48656292.327164 + Penalty 4210.972980 = -48652081.354184
  nChanged 2488
		SP:Iteration 19Q (1095.500000 sec): 3 clusters
  Score: Raw -48657121.014808 + Penalty 4210.972980 = -48652910.041828
  nChanged 2038
		SP:Iteration 20F (1097.790000 sec): 3 clusters
  Score: Raw -48657715.010615 + Penalty 4210.972980 = -48653504.037635
  nChanged 1726
		SP:Iteration 21Q (1099.620000 sec): 3 clusters
  Score: Raw -48658161.857915 + Penalty 4210.972980 = -48653950.884935
  nChanged 1462
		SP:Iteration 22Q (1101.790000 sec): 3 clusters
  Score: Raw -48658498.117501 + Penalty 4210.972980 = -48654287.144520
  nChanged 1257
		SP:Iteration 23Q (1103.560000 sec): 3 clusters
  Score: Raw -48658758.724261 + Penalty 4210.972980 = -48654547.751281
  nChanged 1047
		SP:Iteration 24Q (1105.360000 sec): 3 clusters
  Score: Raw -48658944.858829 + Penalty 4210.972980 = -48654733.885848
  nChanged 870
		SP:Iteration 25Q (1107.050000 sec): 3 clusters
  Score: Raw -48659079.795661 + Penalty 4210.972980 = -48654868.822681
  nChanged 725
		SP:Iteration 26Q (1108.810000 sec): 3 clusters
  Score: Raw -48659177.088510 + Penalty 4210.972980 = -48654966.115530
  nChanged 620
		SP:Iteration 27Q (1110.630000 sec): 3 clusters
  Score: Raw -48659250.060689 + Penalty 4210.972980 = -48655039.087709
  nChanged 533
		SP:Iteration 28Q (1112.720000 sec): 3 clusters
  Score: Raw -48659305.470832 + Penalty 4210.972980 = -48655094.497851
  nChanged 451
		SP:Iteration 29Q (1114.640000 sec): 3 clusters
  Score: Raw -48659345.651841 + Penalty 4210.972980 = -48655134.678861
  nChanged 368
		SP:Iteration 30Q (1116.680000 sec): 3 clusters
  Score: Raw -48659371.427578 + Penalty 4210.972980 = -48655160.454597
  nChanged 292
		SP:Iteration 31Q (1118.560000 sec): 3 clusters
  Score: Raw -48659388.480728 + Penalty 4210.972980 = -48655177.507748
  nChanged 218
		SP:Iteration 32Q (1120.310000 sec): 3 clusters
  Score: Raw -48659398.441041 + Penalty 4210.972980 = -48655187.468061
  nChanged 189
		SP:Iteration 33Q (1122.200000 sec): 3 clusters
  Score: Raw -48659407.096486 + Penalty 4210.972980 = -48655196.123506
  nChanged 170
		SP:Iteration 34Q (1124.070000 sec): 3 clusters
  Score: Raw -48659414.143144 + Penalty 4210.972980 = -48655203.170164
  nChanged 134
		SP:Iteration 35Q (1125.840000 sec): 3 clusters
  Score: Raw -48659419.044260 + Penalty 4210.972980 = -48655208.071280
  nChanged 117
		SP:Iteration 36Q (1127.590000 sec): 3 clusters
  Score: Raw -48659422.533859 + Penalty 4210.972980 = -48655211.560879
  nChanged 87
		SP:Iteration 37Q (1129.230000 sec): 3 clusters
  Score: Raw -48659424.678581 + Penalty 4210.972980 = -48655213.705601
  nChanged 76
		SP:Iteration 38Q (1131.080000 sec): 3 clusters
  Score: Raw -48659426.224253 + Penalty 4210.972980 = -48655215.251273
  nChanged 67
		SP:Iteration 39Q (1132.910000 sec): 3 clusters
  Score: Raw -48659427.514541 + Penalty 4210.972980 = -48655216.541561
  nChanged 53
		SP:Iteration 40F (1135.230000 sec): 3 clusters
  Score: Raw -48659428.482800 + Penalty 4210.972980 = -48655217.509820
  nChanged 51
		SP:Iteration 41Q (1137.170000 sec): 3 clusters
  Score: Raw -48659429.590993 + Penalty 4210.972980 = -48655218.618013
  nChanged 57
		SP:Iteration 42Q (1139.440000 sec): 3 clusters
  Score: Raw -48659430.665764 + Penalty 4210.972980 = -48655219.692784
  nChanged 50
		SP:Iteration 43Q (1141.730000 sec): 3 clusters
  Score: Raw -48659431.404247 + Penalty 4210.972980 = -48655220.431267
  nChanged 38
		SP:Iteration 44Q (1143.650000 sec): 3 clusters
  Score: Raw -48659431.869493 + Penalty 4210.972980 = -48655220.896513
  nChanged 33
		SP:Iteration 45Q (1145.750000 sec): 3 clusters
  Score: Raw -48659432.191744 + Penalty 4210.972980 = -48655221.218764
  nChanged 23
		SP:Iteration 46Q (1147.810000 sec): 3 clusters
  Score: Raw -48659432.448513 + Penalty 4210.972980 = -48655221.475533
  nChanged 20
		SP:Iteration 47Q (1149.760000 sec): 3 clusters
  Score: Raw -48659432.632683 + Penalty 4210.972980 = -48655221.659703
  nChanged 15
		SP:Iteration 48Q (1151.630000 sec): 3 clusters
  Score: Raw -48659432.754276 + Penalty 4210.972980 = -48655221.781296
  nChanged 7
		SP:Iteration 49Q (1153.420000 sec): 3 clusters
  Score: Raw -48659432.802966 + Penalty 4210.972980 = -48655221.829986
  nChanged 10
		SP:Iteration 50Q (1155.170000 sec): 3 clusters
  Score: Raw -48659432.871872 + Penalty 4210.972980 = -48655221.898891
  nChanged 7
		SP:Iteration 51Q (1156.950000 sec): 3 clusters
  Score: Raw -48659432.924656 + Penalty 4210.972980 = -48655221.951676
  nChanged 5
		SP:Iteration 52Q (1158.810000 sec): 3 clusters
  Score: Raw -48659432.949929 + Penalty 4210.972980 = -48655221.976949
  nChanged 1
		SP:Iteration 53Q (1160.720000 sec): 3 clusters
  Score: Raw -48659432.952276 + Penalty 4210.972980 = -48655221.979295
  nChanged 0
		SP:Iteration 54F (1162.760000 sec): 3 clusters
  Score: Raw -48659432.952276 + Penalty 4210.972980 = -48655221.979295
  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 11.19 GB.

 Trying to split cluster 6 (33511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1163.190000 sec): 2 clusters
  Score: Raw -3391859.096755 + Penalty 1693.189716 = -3390165.907038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1163.500000 sec): 3 clusters
  Score: Raw -3371130.830674 + Penalty 3386.379432 = -3367744.451242
  nChanged 15497
		SP:Iteration 1F (1163.900000 sec): 3 clusters
  Score: Raw -3380478.710018 + Penalty 3386.379432 = -3377092.330586
  nChanged 2354
		SP:Iteration 2F (1164.280000 sec): 3 clusters
  Score: Raw -3382152.679730 + Penalty 3386.379432 = -3378766.300298
  nChanged 2602
		SP:Iteration 3F (1164.660000 sec): 3 clusters
  Score: Raw -3384171.216949 + Penalty 3386.379432 = -3380784.837517
  nChanged 2550
		SP:Iteration 4F (1165.050000 sec): 3 clusters
  Score: Raw -3386029.127407 + Penalty 3386.379432 = -3382642.747975
  nChanged 2259
		SP:Iteration 5F (1165.370000 sec): 3 clusters
  Score: Raw -3387391.568311 + Penalty 3386.379432 = -3384005.188879
  nChanged 1695
		SP:Iteration 6F (1165.750000 sec): 3 clusters
  Score: Raw -3388272.381471 + Penalty 3386.379432 = -3384886.002039
  nChanged 1281
		SP:Iteration 7Q (1166.080000 sec): 3 clusters
  Score: Raw -3388833.901345 + Penalty 3386.379432 = -3385447.521913
  nChanged 973
		SP:Iteration 8Q (1166.510000 sec): 3 clusters
  Score: Raw -3389264.342768 + Penalty 3386.379432 = -3385877.963336
  nChanged 889
		SP:Iteration 9Q (1166.840000 sec): 3 clusters
  Score: Raw -3389677.552747 + Penalty 3386.379432 = -3386291.173315
  nChanged 789
		SP:Iteration 10Q (1167.190000 sec): 3 clusters
  Score: Raw -3390079.828553 + Penalty 3386.379432 = -3386693.449121
  nChanged 755
		SP:Iteration 11Q (1167.520000 sec): 3 clusters
  Score: Raw -3390467.373774 + Penalty 3386.379432 = -3387080.994342
  nChanged 664
		SP:Iteration 12Q (1167.890000 sec): 3 clusters
  Score: Raw -3390801.687256 + Penalty 3386.379432 = -3387415.307823
  nChanged 602
		SP:Iteration 13Q (1168.220000 sec): 3 clusters
  Score: Raw -3391043.102780 + Penalty 3386.379432 = -3387656.723348
  nChanged 491
		SP:Iteration 14Q (1168.590000 sec): 3 clusters
  Score: Raw -3391222.119750 + Penalty 3386.379432 = -3387835.740318
  nChanged 444
		SP:Iteration 15Q (1169.010000 sec): 3 clusters
  Score: Raw -3391375.274809 + Penalty 3386.379432 = -3387988.895377
  nChanged 397
		SP:Iteration 16Q (1169.330000 sec): 3 clusters
  Score: Raw -3391516.447523 + Penalty 3386.379432 = -3388130.068091
  nChanged 385
		SP:Iteration 17Q (1169.670000 sec): 3 clusters
  Score: Raw -3391633.836628 + Penalty 3386.379432 = -3388247.457196
  nChanged 363
		SP:Iteration 18Q (1169.970000 sec): 3 clusters
  Score: Raw -3391742.507173 + Penalty 3386.379432 = -3388356.127741
  nChanged 345
		SP:Iteration 19Q (1170.370000 sec): 3 clusters
  Score: Raw -3391839.861949 + Penalty 3386.379432 = -3388453.482517
  nChanged 286
		SP:Iteration 20F (1170.780000 sec): 3 clusters
  Score: Raw -3391919.123880 + Penalty 3386.379432 = -3388532.744448
  nChanged 270
		SP:Iteration 21Q (1171.130000 sec): 3 clusters
  Score: Raw -3391993.886198 + Penalty 3386.379432 = -3388607.506766
  nChanged 264
		SP:Iteration 22Q (1171.480000 sec): 3 clusters
  Score: Raw -3392068.936549 + Penalty 3386.379432 = -3388682.557117
  nChanged 249
		SP:Iteration 23Q (1171.830000 sec): 3 clusters
  Score: Raw -3392138.867706 + Penalty 3386.379432 = -3388752.488273
  nChanged 231
		SP:Iteration 24Q (1172.160000 sec): 3 clusters
  Score: Raw -3392203.420938 + Penalty 3386.379432 = -3388817.041505
  nChanged 227
		SP:Iteration 25Q (1172.550000 sec): 3 clusters
  Score: Raw -3392266.229283 + Penalty 3386.379432 = -3388879.849851
  nChanged 211
		SP:Iteration 26Q (1172.940000 sec): 3 clusters
  Score: Raw -3392331.303087 + Penalty 3386.379432 = -3388944.923655
  nChanged 207
		SP:Iteration 27Q (1173.300000 sec): 3 clusters
  Score: Raw -3392386.368130 + Penalty 3386.379432 = -3388999.988697
  nChanged 158
		SP:Iteration 28Q (1173.680000 sec): 3 clusters
  Score: Raw -3392426.011858 + Penalty 3386.379432 = -3389039.632426
  nChanged 160
		SP:Iteration 29Q (1174.030000 sec): 3 clusters
  Score: Raw -3392466.672388 + Penalty 3386.379432 = -3389080.292956
  nChanged 135
		SP:Iteration 30Q (1174.410000 sec): 3 clusters
  Score: Raw -3392501.689277 + Penalty 3386.379432 = -3389115.309845
  nChanged 127
		SP:Iteration 31Q (1174.760000 sec): 3 clusters
  Score: Raw -3392531.476195 + Penalty 3386.379432 = -3389145.096763
  nChanged 108
		SP:Iteration 32Q (1175.100000 sec): 3 clusters
  Score: Raw -3392557.701628 + Penalty 3386.379432 = -3389171.322196
  nChanged 100
		SP:Iteration 33Q (1175.480000 sec): 3 clusters
  Score: Raw -3392579.351605 + Penalty 3386.379432 = -3389192.972173
  nChanged 100
		SP:Iteration 34Q (1175.860000 sec): 3 clusters
  Score: Raw -3392599.053161 + Penalty 3386.379432 = -3389212.673729
  nChanged 79
		SP:Iteration 35Q (1176.180000 sec): 3 clusters
  Score: Raw -3392617.434049 + Penalty 3386.379432 = -3389231.054617
  nChanged 83
		SP:Iteration 36Q (1176.520000 sec): 3 clusters
  Score: Raw -3392636.506905 + Penalty 3386.379432 = -3389250.127473
  nChanged 77
		SP:Iteration 37Q (1176.890000 sec): 3 clusters
  Score: Raw -3392652.537022 + Penalty 3386.379432 = -3389266.157590
  nChanged 72
		SP:Iteration 38Q (1177.210000 sec): 3 clusters
  Score: Raw -3392665.641440 + Penalty 3386.379432 = -3389279.262007
  nChanged 59
		SP:Iteration 39Q (1177.540000 sec): 3 clusters
  Score: Raw -3392677.777279 + Penalty 3386.379432 = -3389291.397847
  nChanged 55
		SP:Iteration 40F (1177.870000 sec): 3 clusters
  Score: Raw -3392687.875113 + Penalty 3386.379432 = -3389301.495681
  nChanged 49
		SP:Iteration 41Q (1178.190000 sec): 3 clusters
  Score: Raw -3392698.380299 + Penalty 3386.379432 = -3389312.000867
  nChanged 44
		SP:Iteration 42Q (1178.610000 sec): 3 clusters
  Score: Raw -3392706.277586 + Penalty 3386.379432 = -3389319.898154
  nChanged 29
		SP:Iteration 43Q (1178.920000 sec): 3 clusters
  Score: Raw -3392710.861190 + Penalty 3386.379432 = -3389324.481758
  nChanged 28
		SP:Iteration 44Q (1179.310000 sec): 3 clusters
  Score: Raw -3392715.912617 + Penalty 3386.379432 = -3389329.533185
  nChanged 24
		SP:Iteration 45Q (1179.630000 sec): 3 clusters
  Score: Raw -3392720.537083 + Penalty 3386.379432 = -3389334.157651
  nChanged 34
		SP:Iteration 46Q (1179.940000 sec): 3 clusters
  Score: Raw -3392727.064894 + Penalty 3386.379432 = -3389340.685462
  nChanged 23
		SP:Iteration 47Q (1180.250000 sec): 3 clusters
  Score: Raw -3392732.120806 + Penalty 3386.379432 = -3389345.741374
  nChanged 25
		SP:Iteration 48Q (1180.530000 sec): 3 clusters
  Score: Raw -3392737.787999 + Penalty 3386.379432 = -3389351.408567
  nChanged 29
		SP:Iteration 49Q (1180.860000 sec): 3 clusters
  Score: Raw -3392745.484081 + Penalty 3386.379432 = -3389359.104649
  nChanged 35
		SP:Iteration 50Q (1181.180000 sec): 3 clusters
  Score: Raw -3392752.084874 + Penalty 3386.379432 = -3389365.705442
  nChanged 29
		SP:Iteration 51Q (1181.470000 sec): 3 clusters
  Score: Raw -3392757.540923 + Penalty 3386.379432 = -3389371.161491
  nChanged 28
		SP:Iteration 52Q (1181.820000 sec): 3 clusters
  Score: Raw -3392762.765250 + Penalty 3386.379432 = -3389376.385817
  nChanged 29
		SP:Iteration 53Q (1182.100000 sec): 3 clusters
  Score: Raw -3392768.042305 + Penalty 3386.379432 = -3389381.662873
  nChanged 27
		SP:Iteration 54Q (1182.440000 sec): 3 clusters
  Score: Raw -3392775.547532 + Penalty 3386.379432 = -3389389.168100
  nChanged 33
		SP:Iteration 55Q (1182.740000 sec): 3 clusters
  Score: Raw -3392782.811359 + Penalty 3386.379432 = -3389396.431926
  nChanged 32
		SP:Iteration 56Q (1183.050000 sec): 3 clusters
  Score: Raw -3392788.387135 + Penalty 3386.379432 = -3389402.007703
  nChanged 21
		SP:Iteration 57Q (1183.350000 sec): 3 clusters
  Score: Raw -3392793.044780 + Penalty 3386.379432 = -3389406.665348
  nChanged 20
		SP:Iteration 58Q (1183.680000 sec): 3 clusters
  Score: Raw -3392796.887508 + Penalty 3386.379432 = -3389410.508076
  nChanged 18
		SP:Iteration 59Q (1184.060000 sec): 3 clusters
  Score: Raw -3392799.778418 + Penalty 3386.379432 = -3389413.398986
  nChanged 20
		SP:Iteration 60F (1184.400000 sec): 3 clusters
  Score: Raw -3392803.949667 + Penalty 3386.379432 = -3389417.570234
  nChanged 16
		SP:Iteration 61Q (1184.770000 sec): 3 clusters
  Score: Raw -3392805.955589 + Penalty 3386.379432 = -3389419.576156
  nChanged 6
		SP:Iteration 62Q (1185.160000 sec): 3 clusters
  Score: Raw -3392806.616749 + Penalty 3386.379432 = -3389420.237317
  nChanged 4
		SP:Iteration 63Q (1185.460000 sec): 3 clusters
  Score: Raw -3392807.683598 + Penalty 3386.379432 = -3389421.304165
  nChanged 8
		SP:Iteration 64Q (1185.800000 sec): 3 clusters
  Score: Raw -3392808.668332 + Penalty 3386.379432 = -3389422.288900
  nChanged 9
		SP:Iteration 65Q (1186.180000 sec): 3 clusters
  Score: Raw -3392809.542386 + Penalty 3386.379432 = -3389423.162954
  nChanged 7
		SP:Iteration 66Q (1186.480000 sec): 3 clusters
  Score: Raw -3392810.925974 + Penalty 3386.379432 = -3389424.546541
  nChanged 7
		SP:Iteration 67Q (1186.850000 sec): 3 clusters
  Score: Raw -3392812.167762 + Penalty 3386.379432 = -3389425.788330
  nChanged 10
		SP:Iteration 68Q (1187.120000 sec): 3 clusters
  Score: Raw -3392814.363184 + Penalty 3386.379432 = -3389427.983752
  nChanged 9
		SP:Iteration 69Q (1187.530000 sec): 3 clusters
  Score: Raw -3392815.669446 + Penalty 3386.379432 = -3389429.290014
  nChanged 9
		SP:Iteration 70Q (1187.910000 sec): 3 clusters
  Score: Raw -3392816.601184 + Penalty 3386.379432 = -3389430.221752
  nChanged 4
		SP:Iteration 71Q (1188.250000 sec): 3 clusters
  Score: Raw -3392817.017919 + Penalty 3386.379432 = -3389430.638487
  nChanged 4
		SP:Iteration 72Q (1188.620000 sec): 3 clusters
  Score: Raw -3392817.702454 + Penalty 3386.379432 = -3389431.323022
  nChanged 5
		SP:Iteration 73Q (1189.010000 sec): 3 clusters
  Score: Raw -3392818.309156 + Penalty 3386.379432 = -3389431.929724
  nChanged 2
		SP:Iteration 74Q (1189.410000 sec): 3 clusters
  Score: Raw -3392818.500190 + Penalty 3386.379432 = -3389432.120758
  nChanged 4
		SP:Iteration 75Q (1189.800000 sec): 3 clusters
  Score: Raw -3392819.117001 + Penalty 3386.379432 = -3389432.737568
  nChanged 3
		SP:Iteration 76Q (1190.180000 sec): 3 clusters
  Score: Raw -3392819.559381 + Penalty 3386.379432 = -3389433.179949
  nChanged 2
		SP:Iteration 77Q (1190.540000 sec): 3 clusters
  Score: Raw -3392819.814003 + Penalty 3386.379432 = -3389433.434571
  nChanged 1
		SP:Iteration 78Q (1190.960000 sec): 3 clusters
  Score: Raw -3392819.887549 + Penalty 3386.379432 = -3389433.508117
  nChanged 2
		SP:Iteration 79Q (1191.250000 sec): 3 clusters
  Score: Raw -3392820.130610 + Penalty 3386.379432 = -3389433.751178
  nChanged 0
		SP:Iteration 80F (1191.650000 sec): 3 clusters
  Score: Raw -3392820.130610 + Penalty 3386.379432 = -3389433.751178
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (196700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1192.610000 sec): 2 clusters
  Score: Raw -22462572.682229 + Penalty 1980.783188 = -22460591.899041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1194.030000 sec): 3 clusters
  Score: Raw -22332358.628556 + Penalty 3961.566376 = -22328397.062180
  nChanged 95097
		SP:Iteration 1F (1195.560000 sec): 3 clusters
  Score: Raw -22392619.746977 + Penalty 3961.566376 = -22388658.180601
  nChanged 11895
		SP:Iteration 2F (1197.030000 sec): 3 clusters
  Score: Raw -22401157.269324 + Penalty 3961.566376 = -22397195.702948
  nChanged 16784
		SP:Iteration 3F (1198.110000 sec): 3 clusters
  Score: Raw -22417277.749344 + Penalty 3961.566376 = -22413316.182967
  nChanged 19471
		SP:Iteration 4F (1199.140000 sec): 3 clusters
  Score: Raw -22436191.795366 + Penalty 3961.566376 = -22432230.228990
  nChanged 16784
		SP:Iteration 5F (1200.170000 sec): 3 clusters
  Score: Raw -22449901.437348 + Penalty 3961.566376 = -22445939.870972
  nChanged 12406
		SP:Iteration 6F (1201.250000 sec): 3 clusters
  Score: Raw -22458075.706080 + Penalty 3961.566376 = -22454114.139704
  nChanged 9055
		SP:Iteration 7Q (1202.500000 sec): 3 clusters
  Score: Raw -22463194.192254 + Penalty 3961.566376 = -22459232.625878
  nChanged 7361
		SP:Iteration 8Q (1203.750000 sec): 3 clusters
  Score: Raw -22466950.572064 + Penalty 3961.566376 = -22462989.005687
  nChanged 6634
		SP:Iteration 9Q (1204.880000 sec): 3 clusters
  Score: Raw -22470025.066420 + Penalty 3961.566376 = -22466063.500043
  nChanged 6102
		SP:Iteration 10Q (1206.000000 sec): 3 clusters
  Score: Raw -22472624.008155 + Penalty 3961.566376 = -22468662.441779
  nChanged 5776
		SP:Iteration 11Q (1207.160000 sec): 3 clusters
  Score: Raw -22474939.654494 + Penalty 3961.566376 = -22470978.088117
  nChanged 5469
		SP:Iteration 12Q (1208.180000 sec): 3 clusters
  Score: Raw -22477008.686075 + Penalty 3961.566376 = -22473047.119699
  nChanged 4989
		SP:Iteration 13Q (1209.150000 sec): 3 clusters
  Score: Raw -22478802.608129 + Penalty 3961.566376 = -22474841.041752
  nChanged 4360
		SP:Iteration 14Q (1210.150000 sec): 3 clusters
  Score: Raw -22480207.863489 + Penalty 3961.566376 = -22476246.297113
  nChanged 3681
		SP:Iteration 15Q (1211.350000 sec): 3 clusters
  Score: Raw -22481300.732145 + Penalty 3961.566376 = -22477339.165769
  nChanged 3203
		SP:Iteration 16Q (1212.390000 sec): 3 clusters
  Score: Raw -22482176.660566 + Penalty 3961.566376 = -22478215.094189
  nChanged 2784
		SP:Iteration 17Q (1213.540000 sec): 3 clusters
  Score: Raw -22482895.334718 + Penalty 3961.566376 = -22478933.768341
  nChanged 2375
		SP:Iteration 18Q (1214.580000 sec): 3 clusters
  Score: Raw -22483445.883259 + Penalty 3961.566376 = -22479484.316882
  nChanged 1981
		SP:Iteration 19Q (1215.730000 sec): 3 clusters
  Score: Raw -22483846.482989 + Penalty 3961.566376 = -22479884.916612
  nChanged 1639
		SP:Iteration 20F (1216.740000 sec): 3 clusters
  Score: Raw -22484150.207863 + Penalty 3961.566376 = -22480188.641486
  nChanged 1406
		SP:Iteration 21Q (1217.870000 sec): 3 clusters
  Score: Raw -22484384.338808 + Penalty 3961.566376 = -22480422.772431
  nChanged 1184
		SP:Iteration 22Q (1218.910000 sec): 3 clusters
  Score: Raw -22484571.473024 + Penalty 3961.566376 = -22480609.906647
  nChanged 1078
		SP:Iteration 23Q (1220.060000 sec): 3 clusters
  Score: Raw -22484733.001769 + Penalty 3961.566376 = -22480771.435392
  nChanged 963
		SP:Iteration 24Q (1221.170000 sec): 3 clusters
  Score: Raw -22484869.139235 + Penalty 3961.566376 = -22480907.572859
  nChanged 833
		SP:Iteration 25Q (1222.600000 sec): 3 clusters
  Score: Raw -22484980.577069 + Penalty 3961.566376 = -22481019.010692
  nChanged 684
		SP:Iteration 26Q (1223.670000 sec): 3 clusters
  Score: Raw -22485061.438071 + Penalty 3961.566376 = -22481099.871695
  nChanged 585
		SP:Iteration 27Q (1224.690000 sec): 3 clusters
  Score: Raw -22485124.305374 + Penalty 3961.566376 = -22481162.738998
  nChanged 494
		SP:Iteration 28Q (1225.710000 sec): 3 clusters
  Score: Raw -22485172.960379 + Penalty 3961.566376 = -22481211.394003
  nChanged 433
		SP:Iteration 29Q (1226.830000 sec): 3 clusters
  Score: Raw -22485209.899229 + Penalty 3961.566376 = -22481248.332852
  nChanged 374
		SP:Iteration 30Q (1228.020000 sec): 3 clusters
  Score: Raw -22485239.690337 + Penalty 3961.566376 = -22481278.123961
  nChanged 305
		SP:Iteration 31Q (1229.040000 sec): 3 clusters
  Score: Raw -22485261.624767 + Penalty 3961.566376 = -22481300.058391
  nChanged 251
		SP:Iteration 32Q (1229.950000 sec): 3 clusters
  Score: Raw -22485277.521457 + Penalty 3961.566376 = -22481315.955081
  nChanged 191
		SP:Iteration 33Q (1230.930000 sec): 3 clusters
  Score: Raw -22485288.016195 + Penalty 3961.566376 = -22481326.449819
  nChanged 178
		SP:Iteration 34Q (1232.070000 sec): 3 clusters
  Score: Raw -22485296.038313 + Penalty 3961.566376 = -22481334.471937
  nChanged 134
		SP:Iteration 35Q (1233.110000 sec): 3 clusters
  Score: Raw -22485301.219591 + Penalty 3961.566376 = -22481339.653214
  nChanged 113
		SP:Iteration 36Q (1234.110000 sec): 3 clusters
  Score: Raw -22485304.884411 + Penalty 3961.566376 = -22481343.318035
  nChanged 104
		SP:Iteration 37Q (1235.230000 sec): 3 clusters
  Score: Raw -22485308.283722 + Penalty 3961.566376 = -22481346.717345
  nChanged 93
		SP:Iteration 38Q (1236.330000 sec): 3 clusters
  Score: Raw -22485310.931582 + Penalty 3961.566376 = -22481349.365206
  nChanged 78
		SP:Iteration 39Q (1237.590000 sec): 3 clusters
  Score: Raw -22485312.797443 + Penalty 3961.566376 = -22481351.231066
  nChanged 53
		SP:Iteration 40F (1238.780000 sec): 3 clusters
  Score: Raw -22485314.036537 + Penalty 3961.566376 = -22481352.470161
  nChanged 40
		SP:Iteration 41Q (1239.850000 sec): 3 clusters
  Score: Raw -22485314.977309 + Penalty 3961.566376 = -22481353.410933
  nChanged 37
		SP:Iteration 42Q (1240.860000 sec): 3 clusters
  Score: Raw -22485315.969035 + Penalty 3961.566376 = -22481354.402659
  nChanged 44
		SP:Iteration 43Q (1242.110000 sec): 3 clusters
  Score: Raw -22485317.150091 + Penalty 3961.566376 = -22481355.583714
  nChanged 55
		SP:Iteration 44Q (1243.230000 sec): 3 clusters
  Score: Raw -22485318.829490 + Penalty 3961.566376 = -22481357.263114
  nChanged 57
		SP:Iteration 45Q (1244.380000 sec): 3 clusters
  Score: Raw -22485320.733504 + Penalty 3961.566376 = -22481359.167128
  nChanged 59
		SP:Iteration 46Q (1245.380000 sec): 3 clusters
  Score: Raw -22485322.466569 + Penalty 3961.566376 = -22481360.900192
  nChanged 56
		SP:Iteration 47Q (1246.660000 sec): 3 clusters
  Score: Raw -22485323.913677 + Penalty 3961.566376 = -22481362.347300
  nChanged 53
		SP:Iteration 48Q (1247.800000 sec): 3 clusters
  Score: Raw -22485325.423710 + Penalty 3961.566376 = -22481363.857333
  nChanged 53
		SP:Iteration 49Q (1248.960000 sec): 3 clusters
  Score: Raw -22485326.884564 + Penalty 3961.566376 = -22481365.318188
  nChanged 50
		SP:Iteration 50Q (1249.990000 sec): 3 clusters
  Score: Raw -22485328.155539 + Penalty 3961.566376 = -22481366.589162
  nChanged 61
		SP:Iteration 51Q (1251.120000 sec): 3 clusters
  Score: Raw -22485330.079659 + Penalty 3961.566376 = -22481368.513282
  nChanged 63
		SP:Iteration 52Q (1252.100000 sec): 3 clusters
  Score: Raw -22485331.861218 + Penalty 3961.566376 = -22481370.294841
  nChanged 53
		SP:Iteration 53Q (1253.110000 sec): 3 clusters
  Score: Raw -22485333.035471 + Penalty 3961.566376 = -22481371.469095
  nChanged 35
		SP:Iteration 54Q (1254.200000 sec): 3 clusters
  Score: Raw -22485333.768282 + Penalty 3961.566376 = -22481372.201906
  nChanged 27
		SP:Iteration 55Q (1255.100000 sec): 3 clusters
  Score: Raw -22485334.415671 + Penalty 3961.566376 = -22481372.849295
  nChanged 28
		SP:Iteration 56Q (1256.050000 sec): 3 clusters
  Score: Raw -22485335.141240 + Penalty 3961.566376 = -22481373.574864
  nChanged 23
		SP:Iteration 57Q (1257.020000 sec): 3 clusters
  Score: Raw -22485335.725586 + Penalty 3961.566376 = -22481374.159210
  nChanged 29
		SP:Iteration 58Q (1258.020000 sec): 3 clusters
  Score: Raw -22485336.422623 + Penalty 3961.566376 = -22481374.856247
  nChanged 29
		SP:Iteration 59Q (1259.020000 sec): 3 clusters
  Score: Raw -22485336.919724 + Penalty 3961.566376 = -22481375.353348
  nChanged 24
		SP:Iteration 60F (1260.090000 sec): 3 clusters
  Score: Raw -22485337.392303 + Penalty 3961.566376 = -22481375.825927
  nChanged 28
		SP:Iteration 61Q (1261.100000 sec): 3 clusters
  Score: Raw -22485337.958309 + Penalty 3961.566376 = -22481376.391932
  nChanged 29
		SP:Iteration 62Q (1262.230000 sec): 3 clusters
  Score: Raw -22485338.604030 + Penalty 3961.566376 = -22481377.037653
  nChanged 29
		SP:Iteration 63Q (1263.220000 sec): 3 clusters
  Score: Raw -22485339.286454 + Penalty 3961.566376 = -22481377.720078
  nChanged 28
		SP:Iteration 64Q (1264.140000 sec): 3 clusters
  Score: Raw -22485339.960432 + Penalty 3961.566376 = -22481378.394055
  nChanged 29
		SP:Iteration 65Q (1265.190000 sec): 3 clusters
  Score: Raw -22485340.617155 + Penalty 3961.566376 = -22481379.050779
  nChanged 30
		SP:Iteration 66Q (1266.420000 sec): 3 clusters
  Score: Raw -22485341.274509 + Penalty 3961.566376 = -22481379.708133
  nChanged 31
		SP:Iteration 67Q (1267.610000 sec): 3 clusters
  Score: Raw -22485341.951104 + Penalty 3961.566376 = -22481380.384727
  nChanged 37
		SP:Iteration 68Q (1268.890000 sec): 3 clusters
  Score: Raw -22485342.670425 + Penalty 3961.566376 = -22481381.104049
  nChanged 30
		SP:Iteration 69Q (1269.980000 sec): 3 clusters
  Score: Raw -22485343.282139 + Penalty 3961.566376 = -22481381.715763
  nChanged 32
		SP:Iteration 70Q (1271.160000 sec): 3 clusters
  Score: Raw -22485343.975055 + Penalty 3961.566376 = -22481382.408679
  nChanged 30
		SP:Iteration 71Q (1272.170000 sec): 3 clusters
  Score: Raw -22485344.543037 + Penalty 3961.566376 = -22481382.976660
  nChanged 25
		SP:Iteration 72Q (1273.410000 sec): 3 clusters
  Score: Raw -22485345.136527 + Penalty 3961.566376 = -22481383.570150
  nChanged 30
		SP:Iteration 73Q (1274.510000 sec): 3 clusters
  Score: Raw -22485345.743934 + Penalty 3961.566376 = -22481384.177557
  nChanged 30
		SP:Iteration 74Q (1275.590000 sec): 3 clusters
  Score: Raw -22485346.448488 + Penalty 3961.566376 = -22481384.882112
  nChanged 30
		SP:Iteration 75Q (1276.700000 sec): 3 clusters
  Score: Raw -22485347.201597 + Penalty 3961.566376 = -22481385.635220
  nChanged 26
		SP:Iteration 76Q (1277.830000 sec): 3 clusters
  Score: Raw -22485347.823530 + Penalty 3961.566376 = -22481386.257153
  nChanged 22
		SP:Iteration 77Q (1279.060000 sec): 3 clusters
  Score: Raw -22485348.246644 + Penalty 3961.566376 = -22481386.680268
  nChanged 22
		SP:Iteration 78Q (1280.090000 sec): 3 clusters
  Score: Raw -22485348.677289 + Penalty 3961.566376 = -22481387.110912
  nChanged 19
		SP:Iteration 79Q (1281.260000 sec): 3 clusters
  Score: Raw -22485349.108748 + Penalty 3961.566376 = -22481387.542372
  nChanged 22
		SP:Iteration 80F (1282.450000 sec): 3 clusters
  Score: Raw -22485349.553080 + Penalty 3961.566376 = -22481387.986703
  nChanged 18
		SP:Iteration 81Q (1283.590000 sec): 3 clusters
  Score: Raw -22485349.830436 + Penalty 3961.566376 = -22481388.264060
  nChanged 13
		SP:Iteration 82Q (1284.710000 sec): 3 clusters
  Score: Raw -22485349.967246 + Penalty 3961.566376 = -22481388.400869
  nChanged 5
		SP:Iteration 83Q (1286.110000 sec): 3 clusters
  Score: Raw -22485350.026294 + Penalty 3961.566376 = -22481388.459918
  nChanged 7
		SP:Iteration 84Q (1287.240000 sec): 3 clusters
  Score: Raw -22485350.112537 + Penalty 3961.566376 = -22481388.546160
  nChanged 3
		SP:Iteration 85Q (1288.290000 sec): 3 clusters
  Score: Raw -22485350.152247 + Penalty 3961.566376 = -22481388.585871
  nChanged 3
		SP:Iteration 86Q (1289.280000 sec): 3 clusters
  Score: Raw -22485350.193795 + Penalty 3961.566376 = -22481388.627418
  nChanged 3
		SP:Iteration 87Q (1290.310000 sec): 3 clusters
  Score: Raw -22485350.246014 + Penalty 3961.566376 = -22481388.679637
  nChanged 7
		SP:Iteration 88Q (1291.380000 sec): 3 clusters
  Score: Raw -22485350.346622 + Penalty 3961.566376 = -22481388.780246
  nChanged 5
		SP:Iteration 89Q (1292.670000 sec): 3 clusters
  Score: Raw -22485350.410688 + Penalty 3961.566376 = -22481388.844312
  nChanged 7
		SP:Iteration 90Q (1294.010000 sec): 3 clusters
  Score: Raw -22485350.497965 + Penalty 3961.566376 = -22481388.931589
  nChanged 7
		SP:Iteration 91Q (1295.100000 sec): 3 clusters
  Score: Raw -22485350.601499 + Penalty 3961.566376 = -22481389.035122
  nChanged 9
		SP:Iteration 92Q (1296.130000 sec): 3 clusters
  Score: Raw -22485350.731515 + Penalty 3961.566376 = -22481389.165139
  nChanged 4
		SP:Iteration 93Q (1297.170000 sec): 3 clusters
  Score: Raw -22485350.782284 + Penalty 3961.566376 = -22481389.215908
  nChanged 4
		SP:Iteration 94Q (1298.270000 sec): 3 clusters
  Score: Raw -22485350.833649 + Penalty 3961.566376 = -22481389.267273
  nChanged 1
		SP:Iteration 95Q (1299.480000 sec): 3 clusters
  Score: Raw -22485350.846196 + Penalty 3961.566376 = -22481389.279819
  nChanged 3
		SP:Iteration 96Q (1300.860000 sec): 3 clusters
  Score: Raw -22485350.885992 + Penalty 3961.566376 = -22481389.319616
  nChanged 2
		SP:Iteration 97Q (1301.940000 sec): 3 clusters
  Score: Raw -22485350.912989 + Penalty 3961.566376 = -22481389.346613
  nChanged 2
		SP:Iteration 98Q (1303.090000 sec): 3 clusters
  Score: Raw -22485350.949825 + Penalty 3961.566376 = -22481389.383449
  nChanged 1
		SP:Iteration 99Q (1304.100000 sec): 3 clusters
  Score: Raw -22485350.960319 + Penalty 3961.566376 = -22481389.393942
  nChanged 1
		SP:Iteration 100F (1305.170000 sec): 3 clusters
  Score: Raw -22485350.976799 + Penalty 3961.566376 = -22481389.410423
  nChanged 1
		SP:Iteration 101Q (1306.240000 sec): 3 clusters
  Score: Raw -22485350.988263 + Penalty 3961.566376 = -22481389.421887
  nChanged 0
		SP:Iteration 102F (1307.300000 sec): 3 clusters
  Score: Raw -22485350.988263 + Penalty 3961.566376 = -22481389.421887
  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 11.19 GB.

 Trying to split cluster 8 (299691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1308.330000 sec): 2 clusters
  Score: Raw -31175644.519012 + Penalty 2049.207424 = -31173595.311588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1309.660000 sec): 3 clusters
  Score: Raw -30975109.434557 + Penalty 4098.414847 = -30971011.019710
  nChanged 146516
		SP:Iteration 1F (1311.340000 sec): 3 clusters
  Score: Raw -31066218.627401 + Penalty 4098.414847 = -31062120.212554
  nChanged 14462
		SP:Iteration 2Q (1313.140000 sec): 3 clusters
  Score: Raw -31073797.381224 + Penalty 4098.414847 = -31069698.966376
  nChanged 18344
		SP:Iteration 3F (1314.750000 sec): 3 clusters
  Score: Raw -31086525.678329 + Penalty 4098.414847 = -31082427.263482
  nChanged 21856
		SP:Iteration 4F (1316.330000 sec): 3 clusters
  Score: Raw -31102462.802414 + Penalty 4098.414847 = -31098364.387566
  nChanged 22532
		SP:Iteration 5F (1318.110000 sec): 3 clusters
  Score: Raw -31118143.822649 + Penalty 4098.414847 = -31114045.407802
  nChanged 20465
		SP:Iteration 6F (1319.840000 sec): 3 clusters
  Score: Raw -31131625.340045 + Penalty 4098.414847 = -31127526.925197
  nChanged 16884
		SP:Iteration 7F (1321.600000 sec): 3 clusters
  Score: Raw -31141292.105391 + Penalty 4098.414847 = -31137193.690544
  nChanged 13131
		SP:Iteration 8Q (1323.510000 sec): 3 clusters
  Score: Raw -31147788.554723 + Penalty 4098.414847 = -31143690.139876
  nChanged 10548
		SP:Iteration 9Q (1325.040000 sec): 3 clusters
  Score: Raw -31152508.813700 + Penalty 4098.414847 = -31148410.398853
  nChanged 8998
		SP:Iteration 10Q (1326.740000 sec): 3 clusters
  Score: Raw -31156236.749510 + Penalty 4098.414847 = -31152138.334663
  nChanged 7895
		SP:Iteration 11Q (1328.500000 sec): 3 clusters
  Score: Raw -31159346.692682 + Penalty 4098.414847 = -31155248.277834
  nChanged 7250
		SP:Iteration 12Q (1330.260000 sec): 3 clusters
  Score: Raw -31162056.455894 + Penalty 4098.414847 = -31157958.041046
  nChanged 6822
		SP:Iteration 13Q (1332.090000 sec): 3 clusters
  Score: Raw -31164589.755271 + Penalty 4098.414847 = -31160491.340424
  nChanged 6778
		SP:Iteration 14Q (1333.980000 sec): 3 clusters
  Score: Raw -31167185.235505 + Penalty 4098.414847 = -31163086.820658
  nChanged 6774
		SP:Iteration 15Q (1335.600000 sec): 3 clusters
  Score: Raw -31169925.044575 + Penalty 4098.414847 = -31165826.629728
  nChanged 6901
		SP:Iteration 16Q (1337.340000 sec): 3 clusters
  Score: Raw -31172923.483090 + Penalty 4098.414847 = -31168825.068242
  nChanged 6825
		SP:Iteration 17Q (1339.250000 sec): 3 clusters
  Score: Raw -31176027.393038 + Penalty 4098.414847 = -31171928.978190
  nChanged 6462
		SP:Iteration 18Q (1340.770000 sec): 3 clusters
  Score: Raw -31179146.360067 + Penalty 4098.414847 = -31175047.945220
  nChanged 6151
		SP:Iteration 19Q (1342.220000 sec): 3 clusters
  Score: Raw -31182163.002345 + Penalty 4098.414847 = -31178064.587497
  nChanged 5588
		SP:Iteration 20F (1343.760000 sec): 3 clusters
  Score: Raw -31184877.500100 + Penalty 4098.414847 = -31180779.085252
  nChanged 4895
		SP:Iteration 21Q (1345.440000 sec): 3 clusters
  Score: Raw -31187118.570300 + Penalty 4098.414847 = -31183020.155453
  nChanged 3981
		SP:Iteration 22Q (1347.490000 sec): 3 clusters
  Score: Raw -31188751.954007 + Penalty 4098.414847 = -31184653.539159
  nChanged 3175
		SP:Iteration 23Q (1349.070000 sec): 3 clusters
  Score: Raw -31189926.295590 + Penalty 4098.414847 = -31185827.880742
  nChanged 2498
		SP:Iteration 24Q (1350.530000 sec): 3 clusters
  Score: Raw -31190741.656731 + Penalty 4098.414847 = -31186643.241883
  nChanged 1894
		SP:Iteration 25Q (1352.370000 sec): 3 clusters
  Score: Raw -31191284.294131 + Penalty 4098.414847 = -31187185.879284
  nChanged 1473
		SP:Iteration 26Q (1353.740000 sec): 3 clusters
  Score: Raw -31191634.592445 + Penalty 4098.414847 = -31187536.177598
  nChanged 1134
		SP:Iteration 27Q (1355.500000 sec): 3 clusters
  Score: Raw -31191847.616198 + Penalty 4098.414847 = -31187749.201350
  nChanged 882
		SP:Iteration 28Q (1357.040000 sec): 3 clusters
  Score: Raw -31191982.841744 + Penalty 4098.414847 = -31187884.426896
  nChanged 666
		SP:Iteration 29Q (1358.350000 sec): 3 clusters
  Score: Raw -31192070.897067 + Penalty 4098.414847 = -31187972.482219
  nChanged 517
		SP:Iteration 30Q (1360.100000 sec): 3 clusters
  Score: Raw -31192126.816828 + Penalty 4098.414847 = -31188028.401981
  nChanged 384
		SP:Iteration 31Q (1361.640000 sec): 3 clusters
  Score: Raw -31192163.405465 + Penalty 4098.414847 = -31188064.990617
  nChanged 267
		SP:Iteration 32Q (1363.100000 sec): 3 clusters
  Score: Raw -31192188.378628 + Penalty 4098.414847 = -31188089.963781
  nChanged 247
		SP:Iteration 33Q (1364.790000 sec): 3 clusters
  Score: Raw -31192209.020765 + Penalty 4098.414847 = -31188110.605918
  nChanged 200
		SP:Iteration 34Q (1366.360000 sec): 3 clusters
  Score: Raw -31192221.836910 + Penalty 4098.414847 = -31188123.422062
  nChanged 147
		SP:Iteration 35Q (1368.100000 sec): 3 clusters
  Score: Raw -31192230.942460 + Penalty 4098.414847 = -31188132.527613
  nChanged 118
		SP:Iteration 36Q (1369.780000 sec): 3 clusters
  Score: Raw -31192238.227950 + Penalty 4098.414847 = -31188139.813103
  nChanged 101
		SP:Iteration 37Q (1371.640000 sec): 3 clusters
  Score: Raw -31192243.797464 + Penalty 4098.414847 = -31188145.382617
  nChanged 89
		SP:Iteration 38Q (1373.390000 sec): 3 clusters
  Score: Raw -31192248.549445 + Penalty 4098.414847 = -31188150.134598
  nChanged 75
		SP:Iteration 39Q (1374.940000 sec): 3 clusters
  Score: Raw -31192252.501629 + Penalty 4098.414847 = -31188154.086782
  nChanged 72
		SP:Iteration 40F (1377.230000 sec): 3 clusters
  Score: Raw -31192255.379276 + Penalty 4098.414847 = -31188156.964428
  nChanged 63
		SP:Iteration 41Q (1378.840000 sec): 3 clusters
  Score: Raw -31192258.522505 + Penalty 4098.414847 = -31188160.107657
  nChanged 62
		SP:Iteration 42Q (1380.110000 sec): 3 clusters
  Score: Raw -31192261.548360 + Penalty 4098.414847 = -31188163.133512
  nChanged 56
		SP:Iteration 43Q (1381.920000 sec): 3 clusters
  Score: Raw -31192263.867433 + Penalty 4098.414847 = -31188165.452586
  nChanged 48
		SP:Iteration 44Q (1383.920000 sec): 3 clusters
  Score: Raw -31192265.738832 + Penalty 4098.414847 = -31188167.323984
  nChanged 47
		SP:Iteration 45Q (1385.230000 sec): 3 clusters
  Score: Raw -31192267.428759 + Penalty 4098.414847 = -31188169.013911
  nChanged 35
		SP:Iteration 46Q (1386.520000 sec): 3 clusters
  Score: Raw -31192268.313808 + Penalty 4098.414847 = -31188169.898961
  nChanged 18
		SP:Iteration 47Q (1388.230000 sec): 3 clusters
  Score: Raw -31192268.845652 + Penalty 4098.414847 = -31188170.430805
  nChanged 13
		SP:Iteration 48Q (1389.780000 sec): 3 clusters
  Score: Raw -31192269.144510 + Penalty 4098.414847 = -31188170.729663
  nChanged 12
		SP:Iteration 49Q (1391.120000 sec): 3 clusters
  Score: Raw -31192269.455510 + Penalty 4098.414847 = -31188171.040663
  nChanged 11
		SP:Iteration 50Q (1393.000000 sec): 3 clusters
  Score: Raw -31192269.595410 + Penalty 4098.414847 = -31188171.180563
  nChanged 10
		SP:Iteration 51Q (1394.520000 sec): 3 clusters
  Score: Raw -31192269.768870 + Penalty 4098.414847 = -31188171.354023
  nChanged 7
		SP:Iteration 52Q (1396.290000 sec): 3 clusters
  Score: Raw -31192269.871799 + Penalty 4098.414847 = -31188171.456952
  nChanged 7
		SP:Iteration 53Q (1397.690000 sec): 3 clusters
  Score: Raw -31192270.026599 + Penalty 4098.414847 = -31188171.611752
  nChanged 9
		SP:Iteration 54Q (1399.320000 sec): 3 clusters
  Score: Raw -31192270.238422 + Penalty 4098.414847 = -31188171.823574
  nChanged 7
		SP:Iteration 55Q (1400.910000 sec): 3 clusters
  Score: Raw -31192270.378989 + Penalty 4098.414847 = -31188171.964141
  nChanged 7
		SP:Iteration 56Q (1402.620000 sec): 3 clusters
  Score: Raw -31192270.602220 + Penalty 4098.414847 = -31188172.187372
  nChanged 7
		SP:Iteration 57Q (1404.020000 sec): 3 clusters
  Score: Raw -31192270.833233 + Penalty 4098.414847 = -31188172.418386
  nChanged 7
		SP:Iteration 58Q (1405.820000 sec): 3 clusters
  Score: Raw -31192270.931553 + Penalty 4098.414847 = -31188172.516705
  nChanged 2
		SP:Iteration 59Q (1407.710000 sec): 3 clusters
  Score: Raw -31192270.967385 + Penalty 4098.414847 = -31188172.552537
  nChanged 1
		SP:Iteration 60F (1409.610000 sec): 3 clusters
  Score: Raw -31192271.003188 + Penalty 4098.414847 = -31188172.588341
  nChanged 4
		SP:Iteration 61Q (1411.200000 sec): 3 clusters
  Score: Raw -31192271.087472 + Penalty 4098.414847 = -31188172.672624
  nChanged 5
		SP:Iteration 62Q (1413.060000 sec): 3 clusters
  Score: Raw -31192271.242806 + Penalty 4098.414847 = -31188172.827959
  nChanged 2
		SP:Iteration 63Q (1414.840000 sec): 3 clusters
  Score: Raw -31192271.303723 + Penalty 4098.414847 = -31188172.888876
  nChanged 4
		SP:Iteration 64Q (1416.880000 sec): 3 clusters
  Score: Raw -31192271.399363 + Penalty 4098.414847 = -31188172.984515
  nChanged 2
		SP:Iteration 65Q (1418.290000 sec): 3 clusters
  Score: Raw -31192271.444164 + Penalty 4098.414847 = -31188173.029316
  nChanged 1
		SP:Iteration 66Q (1419.780000 sec): 3 clusters
  Score: Raw -31192271.471389 + Penalty 4098.414847 = -31188173.056542
  nChanged 1
		SP:Iteration 67Q (1421.420000 sec): 3 clusters
  Score: Raw -31192271.485325 + Penalty 4098.414847 = -31188173.070478
  nChanged 0
		SP:Iteration 68F (1423.360000 sec): 3 clusters
  Score: Raw -31192271.485325 + Penalty 4098.414847 = -31188173.070478
  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 11.19 GB.

 Trying to split cluster 9 (3851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1423.570000 sec): 2 clusters
  Score: Raw -334773.884597 + Penalty 1341.614322 = -333432.270275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1423.720000 sec): 3 clusters
  Score: Raw -333817.291951 + Penalty 2683.228643 = -331134.063308
  nChanged 1677
		SP:Iteration 1F (1423.860000 sec): 3 clusters
  Score: Raw -340393.504674 + Penalty 2683.228643 = -337710.276030
  nChanged 722
		SP:Iteration 2F (1424.020000 sec): 3 clusters
  Score: Raw -345228.168411 + Penalty 2683.228643 = -342544.939768
  nChanged 336
		SP:Iteration 3F (1424.180000 sec): 3 clusters
  Score: Raw -350867.535972 + Penalty 2683.228643 = -348184.307329
  nChanged 222
		SP:Iteration 4F (1424.370000 sec): 3 clusters
  Score: Raw -354917.789679 + Penalty 2683.228643 = -352234.561036
  nChanged 198
		SP:Iteration 5F (1424.580000 sec): 3 clusters
  Score: Raw -358585.532825 + Penalty 2683.228643 = -355902.304182
  nChanged 133
		SP:Iteration 6Q (1424.750000 sec): 3 clusters
  Score: Raw -359779.929367 + Penalty 2683.228643 = -357096.700724
  nChanged 93
		SP:Iteration 7Q (1424.920000 sec): 3 clusters
  Score: Raw -360603.077446 + Penalty 2683.228643 = -357919.848802
  nChanged 65
		SP:Iteration 8Q (1425.080000 sec): 3 clusters
  Score: Raw -361261.878569 + Penalty 2683.228643 = -358578.649926
  nChanged 50
		SP:Iteration 9Q (1425.270000 sec): 3 clusters
  Score: Raw -361993.105517 + Penalty 2683.228643 = -359309.876873
  nChanged 24
		SP:Iteration 10Q (1425.480000 sec): 3 clusters
  Score: Raw -362209.143939 + Penalty 2683.228643 = -359525.915296
  nChanged 13
		SP:Iteration 11Q (1425.640000 sec): 3 clusters
  Score: Raw -362224.142283 + Penalty 2683.228643 = -359540.913640
  nChanged 1
		SP:Iteration 12Q (1425.820000 sec): 3 clusters
  Score: Raw -362224.448597 + Penalty 2683.228643 = -359541.219953
  nChanged 0
		SP:Iteration 13F (1425.970000 sec): 3 clusters
  Score: Raw -362237.933654 + Penalty 2683.228643 = -359554.705011
  nChanged 4
		SP:Iteration 14Q (1426.140000 sec): 3 clusters
  Score: Raw -362250.057739 + Penalty 2683.228643 = -359566.829096
  nChanged 3
		SP:Iteration 15Q (1426.300000 sec): 3 clusters
  Score: Raw -362255.622154 + Penalty 2683.228643 = -359572.393510
  nChanged 0
		SP:Iteration 16F (1426.520000 sec): 3 clusters
  Score: Raw -362255.622154 + Penalty 2683.228643 = -359572.393510
  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 11.19 GB.

 Trying to split cluster 10 (31224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1426.740000 sec): 2 clusters
  Score: Raw -3350110.609435 + Penalty 1681.703125 = -3348428.906309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1427.040000 sec): 3 clusters
  Score: Raw -3330773.527367 + Penalty 3363.406250 = -3327410.121116
  nChanged 14398
		SP:Iteration 1F (1427.380000 sec): 3 clusters
  Score: Raw -3339215.232573 + Penalty 3363.406250 = -3335851.826323
  nChanged 1899
		SP:Iteration 2F (1427.740000 sec): 3 clusters
  Score: Raw -3340311.155152 + Penalty 3363.406250 = -3336947.748902
  nChanged 2126
		SP:Iteration 3F (1428.120000 sec): 3 clusters
  Score: Raw -3341751.206913 + Penalty 3363.406250 = -3338387.800662
  nChanged 2151
		SP:Iteration 4F (1428.460000 sec): 3 clusters
  Score: Raw -3343297.311750 + Penalty 3363.406250 = -3339933.905499
  nChanged 2138
		SP:Iteration 5F (1428.820000 sec): 3 clusters
  Score: Raw -3344744.237552 + Penalty 3363.406250 = -3341380.831302
  nChanged 1968
		SP:Iteration 6F (1429.150000 sec): 3 clusters
  Score: Raw -3345848.967975 + Penalty 3363.406250 = -3342485.561725
  nChanged 1593
		SP:Iteration 7F (1429.620000 sec): 3 clusters
  Score: Raw -3346602.907006 + Penalty 3363.406250 = -3343239.500756
  nChanged 1219
		SP:Iteration 8Q (1429.990000 sec): 3 clusters
  Score: Raw -3347091.611838 + Penalty 3363.406250 = -3343728.205588
  nChanged 939
		SP:Iteration 9Q (1430.380000 sec): 3 clusters
  Score: Raw -3347391.283846 + Penalty 3363.406250 = -3344027.877595
  nChanged 655
		SP:Iteration 10Q (1430.770000 sec): 3 clusters
  Score: Raw -3347563.184697 + Penalty 3363.406250 = -3344199.778447
  nChanged 567
		SP:Iteration 11Q (1431.170000 sec): 3 clusters
  Score: Raw -3347711.566076 + Penalty 3363.406250 = -3344348.159825
  nChanged 488
		SP:Iteration 12Q (1431.540000 sec): 3 clusters
  Score: Raw -3347835.453592 + Penalty 3363.406250 = -3344472.047341
  nChanged 470
		SP:Iteration 13Q (1431.930000 sec): 3 clusters
  Score: Raw -3347955.163498 + Penalty 3363.406250 = -3344591.757248
  nChanged 470
		SP:Iteration 14Q (1432.310000 sec): 3 clusters
  Score: Raw -3348083.105030 + Penalty 3363.406250 = -3344719.698780
  nChanged 487
		SP:Iteration 15Q (1432.690000 sec): 3 clusters
  Score: Raw -3348214.831627 + Penalty 3363.406250 = -3344851.425376
  nChanged 443
		SP:Iteration 16Q (1433.090000 sec): 3 clusters
  Score: Raw -3348323.413544 + Penalty 3363.406250 = -3344960.007293
  nChanged 409
		SP:Iteration 17Q (1433.430000 sec): 3 clusters
  Score: Raw -3348419.386480 + Penalty 3363.406250 = -3345055.980230
  nChanged 410
		SP:Iteration 18Q (1433.700000 sec): 3 clusters
  Score: Raw -3348527.916583 + Penalty 3363.406250 = -3345164.510333
  nChanged 385
		SP:Iteration 19Q (1434.020000 sec): 3 clusters
  Score: Raw -3348621.121578 + Penalty 3363.406250 = -3345257.715328
  nChanged 355
		SP:Iteration 20F (1434.310000 sec): 3 clusters
  Score: Raw -3348703.013343 + Penalty 3363.406250 = -3345339.607092
  nChanged 341
		SP:Iteration 21Q (1434.650000 sec): 3 clusters
  Score: Raw -3348767.877296 + Penalty 3363.406250 = -3345404.471045
  nChanged 292
		SP:Iteration 22Q (1434.920000 sec): 3 clusters
  Score: Raw -3348824.347114 + Penalty 3363.406250 = -3345460.940863
  nChanged 288
		SP:Iteration 23Q (1435.230000 sec): 3 clusters
  Score: Raw -3348873.344178 + Penalty 3363.406250 = -3345509.937928
  nChanged 232
		SP:Iteration 24Q (1435.510000 sec): 3 clusters
  Score: Raw -3348911.244229 + Penalty 3363.406250 = -3345547.837979
  nChanged 234
		SP:Iteration 25Q (1435.810000 sec): 3 clusters
  Score: Raw -3348949.582273 + Penalty 3363.406250 = -3345586.176023
  nChanged 231
		SP:Iteration 26Q (1436.140000 sec): 3 clusters
  Score: Raw -3348985.078469 + Penalty 3363.406250 = -3345621.672219
  nChanged 230
		SP:Iteration 27Q (1436.460000 sec): 3 clusters
  Score: Raw -3349017.507599 + Penalty 3363.406250 = -3345654.101348
  nChanged 224
		SP:Iteration 28Q (1436.780000 sec): 3 clusters
  Score: Raw -3349047.651403 + Penalty 3363.406250 = -3345684.245153
  nChanged 195
		SP:Iteration 29Q (1437.140000 sec): 3 clusters
  Score: Raw -3349072.963411 + Penalty 3363.406250 = -3345709.557161
  nChanged 181
		SP:Iteration 30Q (1437.520000 sec): 3 clusters
  Score: Raw -3349094.457421 + Penalty 3363.406250 = -3345731.051170
  nChanged 162
		SP:Iteration 31Q (1437.900000 sec): 3 clusters
  Score: Raw -3349113.735894 + Penalty 3363.406250 = -3345750.329644
  nChanged 165
		SP:Iteration 32Q (1438.200000 sec): 3 clusters
  Score: Raw -3349132.993461 + Penalty 3363.406250 = -3345769.587211
  nChanged 149
		SP:Iteration 33Q (1438.550000 sec): 3 clusters
  Score: Raw -3349150.476028 + Penalty 3363.406250 = -3345787.069778
  nChanged 143
		SP:Iteration 34Q (1438.920000 sec): 3 clusters
  Score: Raw -3349168.354899 + Penalty 3363.406250 = -3345804.948649
  nChanged 159
		SP:Iteration 35Q (1439.240000 sec): 3 clusters
  Score: Raw -3349189.317218 + Penalty 3363.406250 = -3345825.910968
  nChanged 159
		SP:Iteration 36Q (1439.640000 sec): 3 clusters
  Score: Raw -3349211.210447 + Penalty 3363.406250 = -3345847.804197
  nChanged 179
		SP:Iteration 37Q (1439.970000 sec): 3 clusters
  Score: Raw -3349233.740854 + Penalty 3363.406250 = -3345870.334604
  nChanged 160
		SP:Iteration 38Q (1440.260000 sec): 3 clusters
  Score: Raw -3349252.561889 + Penalty 3363.406250 = -3345889.155639
  nChanged 162
		SP:Iteration 39Q (1440.530000 sec): 3 clusters
  Score: Raw -3349272.669765 + Penalty 3363.406250 = -3345909.263514
  nChanged 158
		SP:Iteration 40F (1440.840000 sec): 3 clusters
  Score: Raw -3349289.630389 + Penalty 3363.406250 = -3345926.224139
  nChanged 138
		SP:Iteration 41Q (1441.200000 sec): 3 clusters
  Score: Raw -3349303.686836 + Penalty 3363.406250 = -3345940.280586
  nChanged 135
		SP:Iteration 42Q (1441.540000 sec): 3 clusters
  Score: Raw -3349317.616500 + Penalty 3363.406250 = -3345954.210249
  nChanged 134
		SP:Iteration 43Q (1441.840000 sec): 3 clusters
  Score: Raw -3349332.515316 + Penalty 3363.406250 = -3345969.109065
  nChanged 128
		SP:Iteration 44Q (1442.180000 sec): 3 clusters
  Score: Raw -3349345.651315 + Penalty 3363.406250 = -3345982.245065
  nChanged 119
		SP:Iteration 45Q (1442.470000 sec): 3 clusters
  Score: Raw -3349359.369557 + Penalty 3363.406250 = -3345995.963307
  nChanged 140
		SP:Iteration 46Q (1442.850000 sec): 3 clusters
  Score: Raw -3349378.009079 + Penalty 3363.406250 = -3346014.602829
  nChanged 159
		SP:Iteration 47Q (1443.200000 sec): 3 clusters
  Score: Raw -3349398.398191 + Penalty 3363.406250 = -3346034.991940
  nChanged 148
		SP:Iteration 48Q (1443.540000 sec): 3 clusters
  Score: Raw -3349416.840786 + Penalty 3363.406250 = -3346053.434536
  nChanged 158
		SP:Iteration 49Q (1443.860000 sec): 3 clusters
  Score: Raw -3349437.982878 + Penalty 3363.406250 = -3346074.576627
  nChanged 163
		SP:Iteration 50Q (1444.170000 sec): 3 clusters
  Score: Raw -3349462.615888 + Penalty 3363.406250 = -3346099.209638
  nChanged 189
		SP:Iteration 51Q (1444.560000 sec): 3 clusters
  Score: Raw -3349493.211299 + Penalty 3363.406250 = -3346129.805049
  nChanged 203
		SP:Iteration 52Q (1444.890000 sec): 3 clusters
  Score: Raw -3349528.125811 + Penalty 3363.406250 = -3346164.719561
  nChanged 207
		SP:Iteration 53Q (1445.210000 sec): 3 clusters
  Score: Raw -3349561.361992 + Penalty 3363.406250 = -3346197.955742
  nChanged 191
		SP:Iteration 54Q (1445.590000 sec): 3 clusters
  Score: Raw -3349590.741720 + Penalty 3363.406250 = -3346227.335470
  nChanged 219
		SP:Iteration 55Q (1445.940000 sec): 3 clusters
  Score: Raw -3349624.681652 + Penalty 3363.406250 = -3346261.275401
  nChanged 223
		SP:Iteration 56Q (1446.280000 sec): 3 clusters
  Score: Raw -3349661.664562 + Penalty 3363.406250 = -3346298.258312
  nChanged 230
		SP:Iteration 57Q (1446.660000 sec): 3 clusters
  Score: Raw -3349698.248619 + Penalty 3363.406250 = -3346334.842368
  nChanged 228
		SP:Iteration 58Q (1446.980000 sec): 3 clusters
  Score: Raw -3349736.270800 + Penalty 3363.406250 = -3346372.864549
  nChanged 235
		SP:Iteration 59Q (1447.320000 sec): 3 clusters
  Score: Raw -3349780.296600 + Penalty 3363.406250 = -3346416.890350
  nChanged 261
		SP:Iteration 60F (1447.680000 sec): 3 clusters
  Score: Raw -3349834.546128 + Penalty 3363.406250 = -3346471.139878
  nChanged 277
		SP:Iteration 61Q (1447.990000 sec): 3 clusters
  Score: Raw -3349900.294246 + Penalty 3363.406250 = -3346536.887996
  nChanged 320
		SP:Iteration 62Q (1448.340000 sec): 3 clusters
  Score: Raw -3349978.679058 + Penalty 3363.406250 = -3346615.272808
  nChanged 304
		SP:Iteration 63Q (1448.650000 sec): 3 clusters
  Score: Raw -3350052.800915 + Penalty 3363.406250 = -3346689.394664
  nChanged 331
		SP:Iteration 64Q (1449.020000 sec): 3 clusters
  Score: Raw -3350142.551276 + Penalty 3363.406250 = -3346779.145025
  nChanged 361
		SP:Iteration 65Q (1449.340000 sec): 3 clusters
  Score: Raw -3350249.625863 + Penalty 3363.406250 = -3346886.219612
  nChanged 377
		SP:Iteration 66Q (1449.740000 sec): 3 clusters
  Score: Raw -3350372.643754 + Penalty 3363.406250 = -3347009.237504
  nChanged 438
		SP:Iteration 67Q (1450.050000 sec): 3 clusters
  Score: Raw -3350520.298390 + Penalty 3363.406250 = -3347156.892139
  nChanged 423
		SP:Iteration 68Q (1450.430000 sec): 3 clusters
  Score: Raw -3350650.086651 + Penalty 3363.406250 = -3347286.680401
  nChanged 396
		SP:Iteration 69Q (1450.760000 sec): 3 clusters
  Score: Raw -3350769.914244 + Penalty 3363.406250 = -3347406.507993
  nChanged 382
		SP:Iteration 70Q (1451.120000 sec): 3 clusters
  Score: Raw -3350896.168373 + Penalty 3363.406250 = -3347532.762122
  nChanged 390
		SP:Iteration 71Q (1451.450000 sec): 3 clusters
  Score: Raw -3351017.305404 + Penalty 3363.406250 = -3347653.899154
  nChanged 359
		SP:Iteration 72Q (1451.780000 sec): 3 clusters
  Score: Raw -3351129.122792 + Penalty 3363.406250 = -3347765.716541
  nChanged 356
		SP:Iteration 73Q (1452.100000 sec): 3 clusters
  Score: Raw -3351245.060676 + Penalty 3363.406250 = -3347881.654425
  nChanged 346
		SP:Iteration 74Q (1452.400000 sec): 3 clusters
  Score: Raw -3351357.462308 + Penalty 3363.406250 = -3347994.056058
  nChanged 334
		SP:Iteration 75Q (1452.750000 sec): 3 clusters
  Score: Raw -3351472.860837 + Penalty 3363.406250 = -3348109.454587
  nChanged 328
		SP:Iteration 76Q (1453.050000 sec): 3 clusters
  Score: Raw -3351583.637247 + Penalty 3363.406250 = -3348220.230996
  nChanged 272
		SP:Iteration 77Q (1453.380000 sec): 3 clusters
  Score: Raw -3351667.259470 + Penalty 3363.406250 = -3348303.853220
  nChanged 245
		SP:Iteration 78Q (1453.680000 sec): 3 clusters
  Score: Raw -3351741.722454 + Penalty 3363.406250 = -3348378.316204
  nChanged 246
		SP:Iteration 79Q (1453.970000 sec): 3 clusters
  Score: Raw -3351829.375578 + Penalty 3363.406250 = -3348465.969328
  nChanged 247
		SP:Iteration 80F (1454.310000 sec): 3 clusters
  Score: Raw -3351931.705784 + Penalty 3363.406250 = -3348568.299534
  nChanged 236
		SP:Iteration 81Q (1454.600000 sec): 3 clusters
  Score: Raw -3352028.143532 + Penalty 3363.406250 = -3348664.737282
  nChanged 223
		SP:Iteration 82Q (1454.920000 sec): 3 clusters
  Score: Raw -3352117.205208 + Penalty 3363.406250 = -3348753.798957
  nChanged 234
		SP:Iteration 83Q (1455.220000 sec): 3 clusters
  Score: Raw -3352212.963510 + Penalty 3363.406250 = -3348849.557260
  nChanged 219
		SP:Iteration 84Q (1455.570000 sec): 3 clusters
  Score: Raw -3352303.350954 + Penalty 3363.406250 = -3348939.944704
  nChanged 213
		SP:Iteration 85Q (1455.860000 sec): 3 clusters
  Score: Raw -3352414.364034 + Penalty 3363.406250 = -3349050.957783
  nChanged 195
		SP:Iteration 86Q (1456.220000 sec): 3 clusters
  Score: Raw -3352528.185104 + Penalty 3363.406250 = -3349164.778853
  nChanged 183
		SP:Iteration 87Q (1456.530000 sec): 3 clusters
  Score: Raw -3352658.252403 + Penalty 3363.406250 = -3349294.846153
  nChanged 183
		SP:Iteration 88Q (1456.810000 sec): 3 clusters
  Score: Raw -3352791.737690 + Penalty 3363.406250 = -3349428.331439
  nChanged 151
		SP:Iteration 89Q (1457.120000 sec): 3 clusters
  Score: Raw -3352889.962044 + Penalty 3363.406250 = -3349526.555794
  nChanged 138
		SP:Iteration 90Q (1457.360000 sec): 3 clusters
  Score: Raw -3352969.722535 + Penalty 3363.406250 = -3349606.316284
  nChanged 132
		SP:Iteration 91Q (1457.720000 sec): 3 clusters
  Score: Raw -3353021.768036 + Penalty 3363.406250 = -3349658.361786
  nChanged 91
		SP:Iteration 92Q (1458.080000 sec): 3 clusters
  Score: Raw -3353045.979333 + Penalty 3363.406250 = -3349682.573083
  nChanged 64
		SP:Iteration 93Q (1458.460000 sec): 3 clusters
  Score: Raw -3353059.497998 + Penalty 3363.406250 = -3349696.091747
  nChanged 34
		SP:Iteration 94Q (1458.770000 sec): 3 clusters
  Score: Raw -3353066.914496 + Penalty 3363.406250 = -3349703.508245
  nChanged 29
		SP:Iteration 95Q (1459.100000 sec): 3 clusters
  Score: Raw -3353071.791940 + Penalty 3363.406250 = -3349708.385690
  nChanged 17
		SP:Iteration 96Q (1459.480000 sec): 3 clusters
  Score: Raw -3353074.005153 + Penalty 3363.406250 = -3349710.598902
  nChanged 11
		SP:Iteration 97Q (1459.820000 sec): 3 clusters
  Score: Raw -3353075.473414 + Penalty 3363.406250 = -3349712.067163
  nChanged 11
		SP:Iteration 98Q (1460.110000 sec): 3 clusters
  Score: Raw -3353077.038514 + Penalty 3363.406250 = -3349713.632264
  nChanged 4
		SP:Iteration 99Q (1460.450000 sec): 3 clusters
  Score: Raw -3353077.461024 + Penalty 3363.406250 = -3349714.054773
  nChanged 7
		SP:Iteration 100F (1460.790000 sec): 3 clusters
  Score: Raw -3353078.138164 + Penalty 3363.406250 = -3349714.731913
  nChanged 2
		SP:Iteration 101Q (1461.060000 sec): 3 clusters
  Score: Raw -3353078.284116 + Penalty 3363.406250 = -3349714.877866
  nChanged 4
		SP:Iteration 102Q (1461.410000 sec): 3 clusters
  Score: Raw -3353078.676809 + Penalty 3363.406250 = -3349715.270559
  nChanged 6
		SP:Iteration 103Q (1461.690000 sec): 3 clusters
  Score: Raw -3353079.267199 + Penalty 3363.406250 = -3349715.860949
  nChanged 2
		SP:Iteration 104Q (1462.020000 sec): 3 clusters
  Score: Raw -3353079.436708 + Penalty 3363.406250 = -3349716.030458
  nChanged 2
		SP:Iteration 105Q (1462.340000 sec): 3 clusters
  Score: Raw -3353079.613432 + Penalty 3363.406250 = -3349716.207182
  nChanged 1
		SP:Iteration 106Q (1462.580000 sec): 3 clusters
  Score: Raw -3353079.677707 + Penalty 3363.406250 = -3349716.271456
  nChanged 1
		SP:Iteration 107Q (1462.840000 sec): 3 clusters
  Score: Raw -3353079.803965 + Penalty 3363.406250 = -3349716.397714
  nChanged 1
		SP:Iteration 108Q (1463.150000 sec): 3 clusters
  Score: Raw -3353079.876591 + Penalty 3363.406250 = -3349716.470341
  nChanged 0
		SP:Iteration 109F (1463.470000 sec): 3 clusters
  Score: Raw -3353079.876591 + Penalty 3363.406250 = -3349716.470341
  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 11.19 GB.

 Trying to split cluster 11 (2738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1463.590000 sec): 2 clusters
  Score: Raw -275417.316015 + Penalty 1286.184738 = -274131.131277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1463.790000 sec): 3 clusters
  Score: Raw -274424.905832 + Penalty 2572.369477 = -271852.536355
  nChanged 1104
		SP:Iteration 1F (1463.960000 sec): 3 clusters
  Score: Raw -277148.292073 + Penalty 2572.369477 = -274575.922596
  nChanged 523
		SP:Iteration 2F (1464.190000 sec): 3 clusters
  Score: Raw -278837.531083 + Penalty 2572.369477 = -276265.161606
  nChanged 245
		SP:Iteration 3F (1464.350000 sec): 3 clusters
  Score: Raw -279451.159350 + Penalty 2572.369477 = -276878.789873
  nChanged 128
		SP:Iteration 4Q (1464.500000 sec): 3 clusters
  Score: Raw -279821.221958 + Penalty 2572.369477 = -277248.852481
  nChanged 141
		SP:Iteration 5F (1464.640000 sec): 3 clusters
  Score: Raw -280519.092933 + Penalty 2572.369477 = -277946.723456
  nChanged 155
		SP:Iteration 6F (1464.790000 sec): 3 clusters
  Score: Raw -281273.146214 + Penalty 2572.369477 = -278700.776737
  nChanged 85
		SP:Iteration 7Q (1464.930000 sec): 3 clusters
  Score: Raw -281905.671242 + Penalty 2572.369477 = -279333.301765
  nChanged 34
		SP:Iteration 8Q (1465.070000 sec): 3 clusters
  Score: Raw -281930.638167 + Penalty 2572.369477 = -279358.268690
  nChanged 16
		SP:Iteration 9Q (1465.240000 sec): 3 clusters
  Score: Raw -281938.889322 + Penalty 2572.369477 = -279366.519845
  nChanged 5
		SP:Iteration 10Q (1465.410000 sec): 3 clusters
  Score: Raw -281940.965151 + Penalty 2572.369477 = -279368.595674
  nChanged 4
		SP:Iteration 11Q (1465.610000 sec): 3 clusters
  Score: Raw -281945.015035 + Penalty 2572.369477 = -279372.645558
  nChanged 5
		SP:Iteration 12Q (1465.760000 sec): 3 clusters
  Score: Raw -281948.455474 + Penalty 2572.369477 = -279376.085997
  nChanged 2
		SP:Iteration 13Q (1465.930000 sec): 3 clusters
  Score: Raw -281949.287558 + Penalty 2572.369477 = -279376.918081
  nChanged 0
		SP:Iteration 14F (1466.080000 sec): 3 clusters
  Score: Raw -281949.287558 + Penalty 2572.369477 = -279376.918081
  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 11.19 GB.

 Trying to split cluster 12 (103103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1466.640000 sec): 2 clusters
  Score: Raw -12091612.790250 + Penalty 1875.816112 = -12089736.974138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1467.420000 sec): 3 clusters
  Score: Raw -12024376.958353 + Penalty 3751.632224 = -12020625.326129
  nChanged 49552
		SP:Iteration 1F (1468.130000 sec): 3 clusters
  Score: Raw -12053874.095876 + Penalty 3751.632224 = -12050122.463652
  nChanged 5249
		SP:Iteration 2F (1468.870000 sec): 3 clusters
  Score: Raw -12056384.240030 + Penalty 3751.632224 = -12052632.607806
  nChanged 6657
		SP:Iteration 3F (1469.570000 sec): 3 clusters
  Score: Raw -12060622.490014 + Penalty 3751.632224 = -12056870.857790
  nChanged 7937
		SP:Iteration 4F (1470.280000 sec): 3 clusters
  Score: Raw -12066389.036012 + Penalty 3751.632224 = -12062637.403787
  nChanged 8032
		SP:Iteration 5F (1470.910000 sec): 3 clusters
  Score: Raw -12072003.087825 + Penalty 3751.632224 = -12068251.455601
  nChanged 7245
		SP:Iteration 6F (1471.480000 sec): 3 clusters
  Score: Raw -12076494.973163 + Penalty 3751.632224 = -12072743.340939
  nChanged 5899
		SP:Iteration 7F (1472.070000 sec): 3 clusters
  Score: Raw -12079825.447240 + Penalty 3751.632224 = -12076073.815016
  nChanged 4553
		SP:Iteration 8Q (1472.760000 sec): 3 clusters
  Score: Raw -12082347.867267 + Penalty 3751.632224 = -12078596.235043
  nChanged 3629
		SP:Iteration 9Q (1473.440000 sec): 3 clusters
  Score: Raw -12084329.633293 + Penalty 3751.632224 = -12080578.001069
  nChanged 2883
		SP:Iteration 10Q (1474.120000 sec): 3 clusters
  Score: Raw -12085874.307471 + Penalty 3751.632224 = -12082122.675246
  nChanged 2380
		SP:Iteration 11Q (1474.830000 sec): 3 clusters
  Score: Raw -12087176.914998 + Penalty 3751.632224 = -12083425.282774
  nChanged 2171
		SP:Iteration 12Q (1475.660000 sec): 3 clusters
  Score: Raw -12088415.578314 + Penalty 3751.632224 = -12084663.946090
  nChanged 2023
		SP:Iteration 13Q (1476.380000 sec): 3 clusters
  Score: Raw -12089584.593435 + Penalty 3751.632224 = -12085832.961211
  nChanged 1836
		SP:Iteration 14Q (1477.070000 sec): 3 clusters
  Score: Raw -12090511.545727 + Penalty 3751.632224 = -12086759.913502
  nChanged 1618
		SP:Iteration 15Q (1477.910000 sec): 3 clusters
  Score: Raw -12091214.818186 + Penalty 3751.632224 = -12087463.185962
  nChanged 1448
		SP:Iteration 16Q (1478.750000 sec): 3 clusters
  Score: Raw -12091774.273054 + Penalty 3751.632224 = -12088022.640829
  nChanged 1275
		SP:Iteration 17Q (1479.390000 sec): 3 clusters
  Score: Raw -12092245.121266 + Penalty 3751.632224 = -12088493.489042
  nChanged 1184
		SP:Iteration 18Q (1480.040000 sec): 3 clusters
  Score: Raw -12092712.005268 + Penalty 3751.632224 = -12088960.373044
  nChanged 1114
		SP:Iteration 19Q (1480.660000 sec): 3 clusters
  Score: Raw -12093133.126671 + Penalty 3751.632224 = -12089381.494447
  nChanged 941
		SP:Iteration 20F (1481.330000 sec): 3 clusters
  Score: Raw -12093471.841263 + Penalty 3751.632224 = -12089720.209039
  nChanged 843
		SP:Iteration 21Q (1481.940000 sec): 3 clusters
  Score: Raw -12093758.934493 + Penalty 3751.632224 = -12090007.302269
  nChanged 743
		SP:Iteration 22Q (1482.690000 sec): 3 clusters
  Score: Raw -12093996.232860 + Penalty 3751.632224 = -12090244.600636
  nChanged 646
		SP:Iteration 23Q (1483.360000 sec): 3 clusters
  Score: Raw -12094188.669831 + Penalty 3751.632224 = -12090437.037607
  nChanged 571
		SP:Iteration 24Q (1484.020000 sec): 3 clusters
  Score: Raw -12094356.377961 + Penalty 3751.632224 = -12090604.745737
  nChanged 528
		SP:Iteration 25Q (1484.810000 sec): 3 clusters
  Score: Raw -12094502.838046 + Penalty 3751.632224 = -12090751.205822
  nChanged 441
		SP:Iteration 26Q (1485.640000 sec): 3 clusters
  Score: Raw -12094615.711445 + Penalty 3751.632224 = -12090864.079221
  nChanged 397
		SP:Iteration 27Q (1486.360000 sec): 3 clusters
  Score: Raw -12094715.439609 + Penalty 3751.632224 = -12090963.807384
  nChanged 335
		SP:Iteration 28Q (1486.980000 sec): 3 clusters
  Score: Raw -12094798.664377 + Penalty 3751.632224 = -12091047.032153
  nChanged 305
		SP:Iteration 29Q (1487.580000 sec): 3 clusters
  Score: Raw -12094867.710964 + Penalty 3751.632224 = -12091116.078740
  nChanged 252
		SP:Iteration 30Q (1488.160000 sec): 3 clusters
  Score: Raw -12094915.168727 + Penalty 3751.632224 = -12091163.536502
  nChanged 242
		SP:Iteration 31Q (1488.720000 sec): 3 clusters
  Score: Raw -12094961.736389 + Penalty 3751.632224 = -12091210.104165
  nChanged 232
		SP:Iteration 32Q (1489.340000 sec): 3 clusters
  Score: Raw -12095003.910407 + Penalty 3751.632224 = -12091252.278183
  nChanged 198
		SP:Iteration 33Q (1490.020000 sec): 3 clusters
  Score: Raw -12095034.691343 + Penalty 3751.632224 = -12091283.059118
  nChanged 179
		SP:Iteration 34Q (1490.760000 sec): 3 clusters
  Score: Raw -12095063.662903 + Penalty 3751.632224 = -12091312.030679
  nChanged 168
		SP:Iteration 35Q (1491.430000 sec): 3 clusters
  Score: Raw -12095088.246094 + Penalty 3751.632224 = -12091336.613869
  nChanged 134
		SP:Iteration 36Q (1492.040000 sec): 3 clusters
  Score: Raw -12095104.700321 + Penalty 3751.632224 = -12091353.068097
  nChanged 110
		SP:Iteration 37Q (1492.650000 sec): 3 clusters
  Score: Raw -12095116.762471 + Penalty 3751.632224 = -12091365.130247
  nChanged 92
		SP:Iteration 38Q (1493.250000 sec): 3 clusters
  Score: Raw -12095127.714482 + Penalty 3751.632224 = -12091376.082257
  nChanged 91
		SP:Iteration 39Q (1493.960000 sec): 3 clusters
  Score: Raw -12095137.356114 + Penalty 3751.632224 = -12091385.723890
  nChanged 71
		SP:Iteration 40F (1494.830000 sec): 3 clusters
  Score: Raw -12095144.007273 + Penalty 3751.632224 = -12091392.375049
  nChanged 62
		SP:Iteration 41Q (1495.460000 sec): 3 clusters
  Score: Raw -12095149.781646 + Penalty 3751.632224 = -12091398.149422
  nChanged 54
		SP:Iteration 42Q (1496.160000 sec): 3 clusters
  Score: Raw -12095153.984418 + Penalty 3751.632224 = -12091402.352193
  nChanged 45
		SP:Iteration 43Q (1496.790000 sec): 3 clusters
  Score: Raw -12095157.105201 + Penalty 3751.632224 = -12091405.472977
  nChanged 47
		SP:Iteration 44Q (1497.440000 sec): 3 clusters
  Score: Raw -12095160.992164 + Penalty 3751.632224 = -12091409.359940
  nChanged 42
		SP:Iteration 45Q (1498.060000 sec): 3 clusters
  Score: Raw -12095163.745229 + Penalty 3751.632224 = -12091412.113005
  nChanged 37
		SP:Iteration 46Q (1498.680000 sec): 3 clusters
  Score: Raw -12095166.407681 + Penalty 3751.632224 = -12091414.775456
  nChanged 30
		SP:Iteration 47Q (1499.310000 sec): 3 clusters
  Score: Raw -12095168.290463 + Penalty 3751.632224 = -12091416.658238
  nChanged 20
		SP:Iteration 48Q (1500.100000 sec): 3 clusters
  Score: Raw -12095169.410415 + Penalty 3751.632224 = -12091417.778190
  nChanged 19
		SP:Iteration 49Q (1500.980000 sec): 3 clusters
  Score: Raw -12095170.423667 + Penalty 3751.632224 = -12091418.791443
  nChanged 16
		SP:Iteration 50Q (1501.720000 sec): 3 clusters
  Score: Raw -12095171.357755 + Penalty 3751.632224 = -12091419.725531
  nChanged 19
		SP:Iteration 51Q (1502.340000 sec): 3 clusters
  Score: Raw -12095172.643552 + Penalty 3751.632224 = -12091421.011328
  nChanged 17
		SP:Iteration 52Q (1502.920000 sec): 3 clusters
  Score: Raw -12095173.511305 + Penalty 3751.632224 = -12091421.879080
  nChanged 15
		SP:Iteration 53Q (1503.490000 sec): 3 clusters
  Score: Raw -12095174.410217 + Penalty 3751.632224 = -12091422.777992
  nChanged 15
		SP:Iteration 54Q (1504.040000 sec): 3 clusters
  Score: Raw -12095175.252660 + Penalty 3751.632224 = -12091423.620435
  nChanged 10
		SP:Iteration 55Q (1504.570000 sec): 3 clusters
  Score: Raw -12095175.591870 + Penalty 3751.632224 = -12091423.959645
  nChanged 3
		SP:Iteration 56Q (1505.100000 sec): 3 clusters
  Score: Raw -12095175.681056 + Penalty 3751.632224 = -12091424.048832
  nChanged 6
		SP:Iteration 57Q (1505.670000 sec): 3 clusters
  Score: Raw -12095175.910640 + Penalty 3751.632224 = -12091424.278415
  nChanged 9
		SP:Iteration 58Q (1506.410000 sec): 3 clusters
  Score: Raw -12095176.272339 + Penalty 3751.632224 = -12091424.640115
  nChanged 6
		SP:Iteration 59Q (1507.170000 sec): 3 clusters
  Score: Raw -12095176.500394 + Penalty 3751.632224 = -12091424.868169
  nChanged 4
		SP:Iteration 60F (1507.970000 sec): 3 clusters
  Score: Raw -12095176.690641 + Penalty 3751.632224 = -12091425.058417
  nChanged 3
		SP:Iteration 61Q (1508.840000 sec): 3 clusters
  Score: Raw -12095176.817091 + Penalty 3751.632224 = -12091425.184867
  nChanged 3
		SP:Iteration 62Q (1509.530000 sec): 3 clusters
  Score: Raw -12095176.955676 + Penalty 3751.632224 = -12091425.323452
  nChanged 1
		SP:Iteration 63Q (1510.000000 sec): 3 clusters
  Score: Raw -12095176.994447 + Penalty 3751.632224 = -12091425.362223
  nChanged 2
		SP:Iteration 64Q (1510.530000 sec): 3 clusters
  Score: Raw -12095177.069832 + Penalty 3751.632224 = -12091425.437607
  nChanged 3
		SP:Iteration 65Q (1511.190000 sec): 3 clusters
  Score: Raw -12095177.189463 + Penalty 3751.632224 = -12091425.557238
  nChanged 2
		SP:Iteration 66Q (1511.750000 sec): 3 clusters
  Score: Raw -12095177.255046 + Penalty 3751.632224 = -12091425.622822
  nChanged 0
		SP:Iteration 67F (1512.360000 sec): 3 clusters
  Score: Raw -12095177.255046 + Penalty 3751.632224 = -12091425.622822
  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 11.19 GB.

 Trying to split cluster 13 (53378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1512.640000 sec): 2 clusters
  Score: Raw -5842135.764667 + Penalty 1768.837518 = -5840366.927150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1513.120000 sec): 3 clusters
  Score: Raw -5808404.569254 + Penalty 3537.675035 = -5804866.894219
  nChanged 24940
		SP:Iteration 1F (1513.580000 sec): 3 clusters
  Score: Raw -5823788.593530 + Penalty 3537.675035 = -5820250.918495
  nChanged 3278
		SP:Iteration 2F (1514.020000 sec): 3 clusters
  Score: Raw -5825684.188093 + Penalty 3537.675035 = -5822146.513057
  nChanged 3721
		SP:Iteration 3F (1514.470000 sec): 3 clusters
  Score: Raw -5828254.153690 + Penalty 3537.675035 = -5824716.478655
  nChanged 4046
		SP:Iteration 4F (1514.810000 sec): 3 clusters
  Score: Raw -5831498.855657 + Penalty 3537.675035 = -5827961.180622
  nChanged 3880
		SP:Iteration 5F (1515.290000 sec): 3 clusters
  Score: Raw -5834828.619312 + Penalty 3537.675035 = -5831290.944276
  nChanged 3179
		SP:Iteration 6F (1515.720000 sec): 3 clusters
  Score: Raw -5837362.918856 + Penalty 3537.675035 = -5833825.243821
  nChanged 2298
		SP:Iteration 7Q (1516.130000 sec): 3 clusters
  Score: Raw -5838810.467996 + Penalty 3537.675035 = -5835272.792961
  nChanged 1573
		SP:Iteration 8Q (1516.560000 sec): 3 clusters
  Score: Raw -5839544.820984 + Penalty 3537.675035 = -5836007.145949
  nChanged 1051
		SP:Iteration 9Q (1517.050000 sec): 3 clusters
  Score: Raw -5839986.103590 + Penalty 3537.675035 = -5836448.428554
  nChanged 881
		SP:Iteration 10Q (1517.560000 sec): 3 clusters
  Score: Raw -5840316.985095 + Penalty 3537.675035 = -5836779.310059
  nChanged 724
		SP:Iteration 11Q (1518.040000 sec): 3 clusters
  Score: Raw -5840585.121765 + Penalty 3537.675035 = -5837047.446729
  nChanged 644
		SP:Iteration 12Q (1518.500000 sec): 3 clusters
  Score: Raw -5840821.892260 + Penalty 3537.675035 = -5837284.217224
  nChanged 644
		SP:Iteration 13Q (1518.850000 sec): 3 clusters
  Score: Raw -5841044.260756 + Penalty 3537.675035 = -5837506.585721
  nChanged 569
		SP:Iteration 14Q (1519.370000 sec): 3 clusters
  Score: Raw -5841233.389468 + Penalty 3537.675035 = -5837695.714433
  nChanged 532
		SP:Iteration 15Q (1519.870000 sec): 3 clusters
  Score: Raw -5841405.689489 + Penalty 3537.675035 = -5837868.014454
  nChanged 529
		SP:Iteration 16Q (1520.350000 sec): 3 clusters
  Score: Raw -5841581.338156 + Penalty 3537.675035 = -5838043.663120
  nChanged 486
		SP:Iteration 17Q (1520.730000 sec): 3 clusters
  Score: Raw -5841750.309278 + Penalty 3537.675035 = -5838212.634243
  nChanged 453
		SP:Iteration 18Q (1521.180000 sec): 3 clusters
  Score: Raw -5841897.141777 + Penalty 3537.675035 = -5838359.466742
  nChanged 411
		SP:Iteration 19Q (1521.560000 sec): 3 clusters
  Score: Raw -5842026.575455 + Penalty 3537.675035 = -5838488.900419
  nChanged 383
		SP:Iteration 20F (1521.970000 sec): 3 clusters
  Score: Raw -5842161.835615 + Penalty 3537.675035 = -5838624.160580
  nChanged 400
		SP:Iteration 21Q (1522.360000 sec): 3 clusters
  Score: Raw -5842297.955315 + Penalty 3537.675035 = -5838760.280280
  nChanged 345
		SP:Iteration 22Q (1522.790000 sec): 3 clusters
  Score: Raw -5842426.415192 + Penalty 3537.675035 = -5838888.740156
  nChanged 295
		SP:Iteration 23Q (1523.200000 sec): 3 clusters
  Score: Raw -5842534.642716 + Penalty 3537.675035 = -5838996.967681
  nChanged 293
		SP:Iteration 24Q (1523.700000 sec): 3 clusters
  Score: Raw -5842655.124051 + Penalty 3537.675035 = -5839117.449016
  nChanged 267
		SP:Iteration 25Q (1524.160000 sec): 3 clusters
  Score: Raw -5842770.417796 + Penalty 3537.675035 = -5839232.742760
  nChanged 276
		SP:Iteration 26Q (1524.520000 sec): 3 clusters
  Score: Raw -5842898.299350 + Penalty 3537.675035 = -5839360.624315
  nChanged 260
		SP:Iteration 27Q (1525.010000 sec): 3 clusters
  Score: Raw -5843005.569727 + Penalty 3537.675035 = -5839467.894692
  nChanged 216
		SP:Iteration 28Q (1525.480000 sec): 3 clusters
  Score: Raw -5843096.339529 + Penalty 3537.675035 = -5839558.664494
  nChanged 216
		SP:Iteration 29Q (1525.990000 sec): 3 clusters
  Score: Raw -5843178.950020 + Penalty 3537.675035 = -5839641.274984
  nChanged 188
		SP:Iteration 30Q (1526.460000 sec): 3 clusters
  Score: Raw -5843251.763784 + Penalty 3537.675035 = -5839714.088748
  nChanged 171
		SP:Iteration 31Q (1526.970000 sec): 3 clusters
  Score: Raw -5843316.320539 + Penalty 3537.675035 = -5839778.645504
  nChanged 157
		SP:Iteration 32Q (1527.330000 sec): 3 clusters
  Score: Raw -5843366.634855 + Penalty 3537.675035 = -5839828.959819
  nChanged 132
		SP:Iteration 33Q (1527.830000 sec): 3 clusters
  Score: Raw -5843410.743327 + Penalty 3537.675035 = -5839873.068291
  nChanged 126
		SP:Iteration 34Q (1528.280000 sec): 3 clusters
  Score: Raw -5843451.323752 + Penalty 3537.675035 = -5839913.648717
  nChanged 102
		SP:Iteration 35Q (1528.670000 sec): 3 clusters
  Score: Raw -5843487.525118 + Penalty 3537.675035 = -5839949.850083
  nChanged 100
		SP:Iteration 36Q (1529.050000 sec): 3 clusters
  Score: Raw -5843516.765047 + Penalty 3537.675035 = -5839979.090011
  nChanged 103
		SP:Iteration 37Q (1529.480000 sec): 3 clusters
  Score: Raw -5843544.198422 + Penalty 3537.675035 = -5840006.523387
  nChanged 95
		SP:Iteration 38Q (1529.860000 sec): 3 clusters
  Score: Raw -5843567.511772 + Penalty 3537.675035 = -5840029.836737
  nChanged 71
		SP:Iteration 39Q (1530.290000 sec): 3 clusters
  Score: Raw -5843583.916877 + Penalty 3537.675035 = -5840046.241842
  nChanged 71
		SP:Iteration 40F (1530.750000 sec): 3 clusters
  Score: Raw -5843597.905909 + Penalty 3537.675035 = -5840060.230874
  nChanged 59
		SP:Iteration 41Q (1531.150000 sec): 3 clusters
  Score: Raw -5843610.027520 + Penalty 3537.675035 = -5840072.352485
  nChanged 65
		SP:Iteration 42Q (1531.560000 sec): 3 clusters
  Score: Raw -5843623.899321 + Penalty 3537.675035 = -5840086.224286
  nChanged 68
		SP:Iteration 43Q (1531.960000 sec): 3 clusters
  Score: Raw -5843637.359146 + Penalty 3537.675035 = -5840099.684111
  nChanged 55
		SP:Iteration 44Q (1532.340000 sec): 3 clusters
  Score: Raw -5843647.771549 + Penalty 3537.675035 = -5840110.096514
  nChanged 40
		SP:Iteration 45Q (1532.810000 sec): 3 clusters
  Score: Raw -5843653.365885 + Penalty 3537.675035 = -5840115.690850
  nChanged 38
		SP:Iteration 46Q (1533.230000 sec): 3 clusters
  Score: Raw -5843659.664131 + Penalty 3537.675035 = -5840121.989095
  nChanged 26
		SP:Iteration 47Q (1533.690000 sec): 3 clusters
  Score: Raw -5843662.730882 + Penalty 3537.675035 = -5840125.055847
  nChanged 26
		SP:Iteration 48Q (1534.120000 sec): 3 clusters
  Score: Raw -5843666.104192 + Penalty 3537.675035 = -5840128.429156
  nChanged 23
		SP:Iteration 49Q (1534.550000 sec): 3 clusters
  Score: Raw -5843669.601864 + Penalty 3537.675035 = -5840131.926829
  nChanged 23
		SP:Iteration 50Q (1535.000000 sec): 3 clusters
  Score: Raw -5843672.800813 + Penalty 3537.675035 = -5840135.125777
  nChanged 26
		SP:Iteration 51Q (1535.430000 sec): 3 clusters
  Score: Raw -5843676.466503 + Penalty 3537.675035 = -5840138.791468
  nChanged 23
		SP:Iteration 52Q (1535.870000 sec): 3 clusters
  Score: Raw -5843679.361614 + Penalty 3537.675035 = -5840141.686578
  nChanged 18
		SP:Iteration 53Q (1536.380000 sec): 3 clusters
  Score: Raw -5843681.556101 + Penalty 3537.675035 = -5840143.881065
  nChanged 13
		SP:Iteration 54Q (1536.880000 sec): 3 clusters
  Score: Raw -5843682.821744 + Penalty 3537.675035 = -5840145.146709
  nChanged 13
		SP:Iteration 55Q (1537.290000 sec): 3 clusters
  Score: Raw -5843684.605824 + Penalty 3537.675035 = -5840146.930788
  nChanged 12
		SP:Iteration 56Q (1537.780000 sec): 3 clusters
  Score: Raw -5843686.545070 + Penalty 3537.675035 = -5840148.870034
  nChanged 17
		SP:Iteration 57Q (1538.180000 sec): 3 clusters
  Score: Raw -5843688.570047 + Penalty 3537.675035 = -5840150.895012
  nChanged 21
		SP:Iteration 58Q (1538.660000 sec): 3 clusters
  Score: Raw -5843691.285117 + Penalty 3537.675035 = -5840153.610082
  nChanged 15
		SP:Iteration 59Q (1539.070000 sec): 3 clusters
  Score: Raw -5843693.185762 + Penalty 3537.675035 = -5840155.510726
  nChanged 20
		SP:Iteration 60F (1539.480000 sec): 3 clusters
  Score: Raw -5843695.292411 + Penalty 3537.675035 = -5840157.617376
  nChanged 13
		SP:Iteration 61Q (1539.850000 sec): 3 clusters
  Score: Raw -5843696.658596 + Penalty 3537.675035 = -5840158.983560
  nChanged 9
		SP:Iteration 62Q (1540.210000 sec): 3 clusters
  Score: Raw -5843697.535754 + Penalty 3537.675035 = -5840159.860718
  nChanged 11
		SP:Iteration 63Q (1540.650000 sec): 3 clusters
  Score: Raw -5843698.452665 + Penalty 3537.675035 = -5840160.777629
  nChanged 8
		SP:Iteration 64Q (1541.010000 sec): 3 clusters
  Score: Raw -5843699.316216 + Penalty 3537.675035 = -5840161.641180
  nChanged 9
		SP:Iteration 65Q (1541.330000 sec): 3 clusters
  Score: Raw -5843700.275508 + Penalty 3537.675035 = -5840162.600473
  nChanged 12
		SP:Iteration 66Q (1541.730000 sec): 3 clusters
  Score: Raw -5843701.353830 + Penalty 3537.675035 = -5840163.678795
  nChanged 10
		SP:Iteration 67Q (1542.100000 sec): 3 clusters
  Score: Raw -5843702.647777 + Penalty 3537.675035 = -5840164.972742
  nChanged 10
		SP:Iteration 68Q (1542.460000 sec): 3 clusters
  Score: Raw -5843704.290726 + Penalty 3537.675035 = -5840166.615690
  nChanged 10
		SP:Iteration 69Q (1542.920000 sec): 3 clusters
  Score: Raw -5843705.764033 + Penalty 3537.675035 = -5840168.088998
  nChanged 13
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  Score: Raw -5843708.331814 + Penalty 3537.675035 = -5840170.656778
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		SP:Iteration 71Q (1543.950000 sec): 3 clusters
  Score: Raw -5843711.790111 + Penalty 3537.675035 = -5840174.115076
  nChanged 21
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  Score: Raw -5843714.408347 + Penalty 3537.675035 = -5840176.733312
  nChanged 17
		SP:Iteration 73Q (1544.900000 sec): 3 clusters
  Score: Raw -5843716.153734 + Penalty 3537.675035 = -5840178.478699
  nChanged 11
		SP:Iteration 74Q (1545.320000 sec): 3 clusters
  Score: Raw -5843716.958628 + Penalty 3537.675035 = -5840179.283593
  nChanged 9
		SP:Iteration 75Q (1545.810000 sec): 3 clusters
  Score: Raw -5843717.701198 + Penalty 3537.675035 = -5840180.026163
  nChanged 9
		SP:Iteration 76Q (1546.300000 sec): 3 clusters
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  nChanged 10
		SP:Iteration 77Q (1546.740000 sec): 3 clusters
  Score: Raw -5843719.786130 + Penalty 3537.675035 = -5840182.111095
  nChanged 9
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  Score: Raw -5843720.752912 + Penalty 3537.675035 = -5840183.077876
  nChanged 10
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  Score: Raw -5843721.812954 + Penalty 3537.675035 = -5840184.137919
  nChanged 10
		SP:Iteration 80F (1548.240000 sec): 3 clusters
  Score: Raw -5843723.014680 + Penalty 3537.675035 = -5840185.339645
  nChanged 12
		SP:Iteration 81Q (1548.780000 sec): 3 clusters
  Score: Raw -5843724.132685 + Penalty 3537.675035 = -5840186.457650
  nChanged 10
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  nChanged 9
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  nChanged 9
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  Score: Raw -5843727.191932 + Penalty 3537.675035 = -5840189.516897
  nChanged 12
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  nChanged 19
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  nChanged 13
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  Score: Raw -5843732.621052 + Penalty 3537.675035 = -5840194.946017
  nChanged 18
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  Score: Raw -5843734.622280 + Penalty 3537.675035 = -5840196.947245
  nChanged 5
		SP:Iteration 89Q (1551.900000 sec): 3 clusters
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  nChanged 10
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  Score: Raw -5843736.037103 + Penalty 3537.675035 = -5840198.362067
  nChanged 5
		SP:Iteration 91Q (1552.700000 sec): 3 clusters
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  nChanged 7
		SP:Iteration 92Q (1553.180000 sec): 3 clusters
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  nChanged 9
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  nChanged 14
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  nChanged 15
		SP:Iteration 95Q (1554.530000 sec): 3 clusters
  Score: Raw -5843741.027315 + Penalty 3537.675035 = -5840203.352280
  nChanged 20
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  Score: Raw -5843743.781298 + Penalty 3537.675035 = -5840206.106262
  nChanged 17
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  nChanged 18
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  Score: Raw -5843748.047575 + Penalty 3537.675035 = -5840210.372540
  nChanged 15
		SP:Iteration 99Q (1556.250000 sec): 3 clusters
  Score: Raw -5843749.903732 + Penalty 3537.675035 = -5840212.228696
  nChanged 26
		SP:Iteration 100F (1556.690000 sec): 3 clusters
  Score: Raw -5843753.681282 + Penalty 3537.675035 = -5840216.006246
  nChanged 25
		SP:Iteration 101Q (1557.190000 sec): 3 clusters
  Score: Raw -5843757.278429 + Penalty 3537.675035 = -5840219.603393
  nChanged 25
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  Score: Raw -5843759.826466 + Penalty 3537.675035 = -5840222.151431
  nChanged 22
		SP:Iteration 103Q (1558.000000 sec): 3 clusters
  Score: Raw -5843762.803242 + Penalty 3537.675035 = -5840225.128206
  nChanged 27
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  nChanged 27
		SP:Iteration 105Q (1558.750000 sec): 3 clusters
  Score: Raw -5843771.376003 + Penalty 3537.675035 = -5840233.700967
  nChanged 30
		SP:Iteration 106Q (1559.120000 sec): 3 clusters
  Score: Raw -5843776.892521 + Penalty 3537.675035 = -5840239.217485
  nChanged 39
		SP:Iteration 107Q (1559.530000 sec): 3 clusters
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  nChanged 36
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  nChanged 43
		SP:Iteration 109Q (1560.250000 sec): 3 clusters
  Score: Raw -5843797.624897 + Penalty 3537.675035 = -5840259.949861
  nChanged 46
		SP:Iteration 110Q (1560.630000 sec): 3 clusters
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  nChanged 68
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  Score: Raw -5843823.898288 + Penalty 3537.675035 = -5840286.223253
  nChanged 60
		SP:Iteration 112Q (1561.390000 sec): 3 clusters
  Score: Raw -5843836.176139 + Penalty 3537.675035 = -5840298.501103
  nChanged 62
		SP:Iteration 113Q (1561.820000 sec): 3 clusters
  Score: Raw -5843848.822699 + Penalty 3537.675035 = -5840311.147663
  nChanged 78
		SP:Iteration 114Q (1562.250000 sec): 3 clusters
  Score: Raw -5843867.905041 + Penalty 3537.675035 = -5840330.230005
  nChanged 89
		SP:Iteration 115Q (1562.670000 sec): 3 clusters
  Score: Raw -5843890.559898 + Penalty 3537.675035 = -5840352.884862
  nChanged 100
		SP:Iteration 116Q (1563.200000 sec): 3 clusters
  Score: Raw -5843923.901703 + Penalty 3537.675035 = -5840386.226668
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		SP:Iteration 117Q (1563.630000 sec): 3 clusters
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  nChanged 169
		SP:Iteration 118Q (1564.020000 sec): 3 clusters
  Score: Raw -5844039.807347 + Penalty 3537.675035 = -5840502.132311
  nChanged 180
		SP:Iteration 119Q (1564.420000 sec): 3 clusters
  Score: Raw -5844097.580184 + Penalty 3537.675035 = -5840559.905148
  nChanged 169
		SP:Iteration 120F (1564.930000 sec): 3 clusters
  Score: Raw -5844167.317707 + Penalty 3537.675035 = -5840629.642672
  nChanged 163
		SP:Iteration 121Q (1565.450000 sec): 3 clusters
  Score: Raw -5844228.072208 + Penalty 3537.675035 = -5840690.397173
  nChanged 182
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  Score: Raw -5844294.257468 + Penalty 3537.675035 = -5840756.582432
  nChanged 213
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  Score: Raw -5844366.781751 + Penalty 3537.675035 = -5840829.106715
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  nChanged 169
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  Score: Raw -5844466.422831 + Penalty 3537.675035 = -5840928.747796
  nChanged 147
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  Score: Raw -5844497.422592 + Penalty 3537.675035 = -5840959.747557
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  Score: Raw -5844519.436897 + Penalty 3537.675035 = -5840981.761861
  nChanged 106
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  Score: Raw -5844537.752169 + Penalty 3537.675035 = -5841000.077133
  nChanged 81
		SP:Iteration 129Q (1568.670000 sec): 3 clusters
  Score: Raw -5844551.107877 + Penalty 3537.675035 = -5841013.432842
  nChanged 80
		SP:Iteration 130Q (1569.110000 sec): 3 clusters
  Score: Raw -5844562.688733 + Penalty 3537.675035 = -5841025.013698
  nChanged 67
		SP:Iteration 131Q (1569.500000 sec): 3 clusters
  Score: Raw -5844569.866486 + Penalty 3537.675035 = -5841032.191451
  nChanged 54
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  Score: Raw -5844575.134205 + Penalty 3537.675035 = -5841037.459170
  nChanged 42
		SP:Iteration 133Q (1570.380000 sec): 3 clusters
  Score: Raw -5844581.045497 + Penalty 3537.675035 = -5841043.370462
  nChanged 57
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  nChanged 58
		SP:Iteration 135Q (1571.260000 sec): 3 clusters
  Score: Raw -5844595.618960 + Penalty 3537.675035 = -5841057.943925
  nChanged 55
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  Score: Raw -5844602.629832 + Penalty 3537.675035 = -5841064.954796
  nChanged 55
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  Score: Raw -5844608.709029 + Penalty 3537.675035 = -5841071.033994
  nChanged 47
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  Score: Raw -5844613.477760 + Penalty 3537.675035 = -5841075.802725
  nChanged 52
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  Score: Raw -5844618.930905 + Penalty 3537.675035 = -5841081.255870
  nChanged 53
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  Score: Raw -5844628.862166 + Penalty 3537.675035 = -5841091.187131
  nChanged 62
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  Score: Raw -5844636.626001 + Penalty 3537.675035 = -5841098.950966
  nChanged 52
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  Score: Raw -5844642.153353 + Penalty 3537.675035 = -5841104.478318
  nChanged 52
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  Score: Raw -5844647.595083 + Penalty 3537.675035 = -5841109.920048
  nChanged 43
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  Score: Raw -5844651.640381 + Penalty 3537.675035 = -5841113.965346
  nChanged 36
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  Score: Raw -5844655.274825 + Penalty 3537.675035 = -5841117.599789
  nChanged 37
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  Score: Raw -5844658.002301 + Penalty 3537.675035 = -5841120.327266
  nChanged 30
		SP:Iteration 147Q (1576.220000 sec): 3 clusters
  Score: Raw -5844660.203728 + Penalty 3537.675035 = -5841122.528693
  nChanged 27
		SP:Iteration 148Q (1576.620000 sec): 3 clusters
  Score: Raw -5844662.438299 + Penalty 3537.675035 = -5841124.763264
  nChanged 24
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  Score: Raw -5844664.545361 + Penalty 3537.675035 = -5841126.870325
  nChanged 22
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  Score: Raw -5844666.667362 + Penalty 3537.675035 = -5841128.992327
  nChanged 21
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  Score: Raw -5844668.299594 + Penalty 3537.675035 = -5841130.624559
  nChanged 21
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  Score: Raw -5844670.055514 + Penalty 3537.675035 = -5841132.380479
  nChanged 23
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  Score: Raw -5844671.433472 + Penalty 3537.675035 = -5841133.758437
  nChanged 15
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  Score: Raw -5844672.678972 + Penalty 3537.675035 = -5841135.003937
  nChanged 25
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  Score: Raw -5844674.897133 + Penalty 3537.675035 = -5841137.222097
  nChanged 27
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  Score: Raw -5844677.326123 + Penalty 3537.675035 = -5841139.651088
  nChanged 22
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  Score: Raw -5844678.996016 + Penalty 3537.675035 = -5841141.320980
  nChanged 17
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  Score: Raw -5844680.103283 + Penalty 3537.675035 = -5841142.428248
  nChanged 11
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  Score: Raw -5844680.938912 + Penalty 3537.675035 = -5841143.263876
  nChanged 11
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  Score: Raw -5844681.727455 + Penalty 3537.675035 = -5841144.052419
  nChanged 7
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  Score: Raw -5844682.363136 + Penalty 3537.675035 = -5841144.688101
  nChanged 6
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  Score: Raw -5844682.750783 + Penalty 3537.675035 = -5841145.075748
  nChanged 9
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  Score: Raw -5844683.179482 + Penalty 3537.675035 = -5841145.504447
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  Score: Raw -5844683.321331 + Penalty 3537.675035 = -5841145.646296
  nChanged 7
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  Score: Raw -5844683.729885 + Penalty 3537.675035 = -5841146.054849
  nChanged 6
		SP:Iteration 166Q (1584.340000 sec): 3 clusters
  Score: Raw -5844684.013998 + Penalty 3537.675035 = -5841146.338963
  nChanged 3
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  Score: Raw -5844684.243539 + Penalty 3537.675035 = -5841146.568504
  nChanged 4
		SP:Iteration 168Q (1585.130000 sec): 3 clusters
  Score: Raw -5844684.462817 + Penalty 3537.675035 = -5841146.787782
  nChanged 5
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  Score: Raw -5844684.676173 + Penalty 3537.675035 = -5841147.001138
  nChanged 5
		SP:Iteration 170Q (1585.890000 sec): 3 clusters
  Score: Raw -5844684.945901 + Penalty 3537.675035 = -5841147.270866
  nChanged 6
		SP:Iteration 171Q (1586.380000 sec): 3 clusters
  Score: Raw -5844685.355762 + Penalty 3537.675035 = -5841147.680727
  nChanged 7
		SP:Iteration 172Q (1586.830000 sec): 3 clusters
  Score: Raw -5844685.918123 + Penalty 3537.675035 = -5841148.243088
  nChanged 9
		SP:Iteration 173Q (1587.310000 sec): 3 clusters
  Score: Raw -5844686.428148 + Penalty 3537.675035 = -5841148.753112
  nChanged 6
		SP:Iteration 174Q (1587.750000 sec): 3 clusters
  Score: Raw -5844686.799305 + Penalty 3537.675035 = -5841149.124269
  nChanged 6
		SP:Iteration 175Q (1588.140000 sec): 3 clusters
  Score: Raw -5844687.083857 + Penalty 3537.675035 = -5841149.408822
  nChanged 3
		SP:Iteration 176Q (1588.590000 sec): 3 clusters
  Score: Raw -5844687.205797 + Penalty 3537.675035 = -5841149.530762
  nChanged 3
		SP:Iteration 177Q (1589.090000 sec): 3 clusters
  Score: Raw -5844687.326948 + Penalty 3537.675035 = -5841149.651913
  nChanged 3
		SP:Iteration 178Q (1589.550000 sec): 3 clusters
  Score: Raw -5844687.462136 + Penalty 3537.675035 = -5841149.787101
  nChanged 1
		SP:Iteration 179Q (1590.000000 sec): 3 clusters
  Score: Raw -5844687.492941 + Penalty 3537.675035 = -5841149.817906
  nChanged 0
		SP:Iteration 180F (1590.420000 sec): 3 clusters
  Score: Raw -5844687.492941 + Penalty 3537.675035 = -5841149.817906
  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 11.19 GB.

 Trying to split cluster 14 (48514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1590.680000 sec): 2 clusters
  Score: Raw -5464526.950011 + Penalty 1753.311250 = -5462773.638761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1591.060000 sec): 3 clusters
  Score: Raw -5433768.485604 + Penalty 3506.622501 = -5430261.863103
  nChanged 22830
		SP:Iteration 1F (1591.430000 sec): 3 clusters
  Score: Raw -5447340.368607 + Penalty 3506.622501 = -5443833.746106
  nChanged 2535
		SP:Iteration 2F (1591.840000 sec): 3 clusters
  Score: Raw -5448517.020595 + Penalty 3506.622501 = -5445010.398094
  nChanged 2916
		SP:Iteration 3F (1592.220000 sec): 3 clusters
  Score: Raw -5450197.306748 + Penalty 3506.622501 = -5446690.684247
  nChanged 3391
		SP:Iteration 4F (1592.660000 sec): 3 clusters
  Score: Raw -5452390.620575 + Penalty 3506.622501 = -5448883.998074
  nChanged 3448
		SP:Iteration 5F (1593.060000 sec): 3 clusters
  Score: Raw -5454578.627052 + Penalty 3506.622501 = -5451072.004552
  nChanged 3183
		SP:Iteration 6F (1593.460000 sec): 3 clusters
  Score: Raw -5456521.501942 + Penalty 3506.622501 = -5453014.879441
  nChanged 2699
		SP:Iteration 7F (1593.880000 sec): 3 clusters
  Score: Raw -5458175.674938 + Penalty 3506.622501 = -5454669.052437
  nChanged 2298
		SP:Iteration 8Q (1594.270000 sec): 3 clusters
  Score: Raw -5459566.335457 + Penalty 3506.622501 = -5456059.712956
  nChanged 1773
		SP:Iteration 9Q (1594.720000 sec): 3 clusters
  Score: Raw -5460554.034528 + Penalty 3506.622501 = -5457047.412027
  nChanged 1408
		SP:Iteration 10Q (1595.200000 sec): 3 clusters
  Score: Raw -5461254.828412 + Penalty 3506.622501 = -5457748.205911
  nChanged 1117
		SP:Iteration 11Q (1595.700000 sec): 3 clusters
  Score: Raw -5461757.043591 + Penalty 3506.622501 = -5458250.421090
  nChanged 883
		SP:Iteration 12Q (1596.140000 sec): 3 clusters
  Score: Raw -5462104.125001 + Penalty 3506.622501 = -5458597.502500
  nChanged 725
		SP:Iteration 13Q (1596.570000 sec): 3 clusters
  Score: Raw -5462362.166771 + Penalty 3506.622501 = -5458855.544270
  nChanged 635
		SP:Iteration 14Q (1597.000000 sec): 3 clusters
  Score: Raw -5462560.415022 + Penalty 3506.622501 = -5459053.792521
  nChanged 625
		SP:Iteration 15Q (1597.400000 sec): 3 clusters
  Score: Raw -5462748.700690 + Penalty 3506.622501 = -5459242.078189
  nChanged 558
		SP:Iteration 16Q (1597.820000 sec): 3 clusters
  Score: Raw -5462907.537679 + Penalty 3506.622501 = -5459400.915178
  nChanged 515
		SP:Iteration 17Q (1598.310000 sec): 3 clusters
  Score: Raw -5463043.361872 + Penalty 3506.622501 = -5459536.739372
  nChanged 492
		SP:Iteration 18Q (1598.780000 sec): 3 clusters
  Score: Raw -5463164.098247 + Penalty 3506.622501 = -5459657.475746
  nChanged 475
		SP:Iteration 19Q (1599.180000 sec): 3 clusters
  Score: Raw -5463278.470724 + Penalty 3506.622501 = -5459771.848223
  nChanged 397
		SP:Iteration 20F (1599.610000 sec): 3 clusters
  Score: Raw -5463361.747464 + Penalty 3506.622501 = -5459855.124963
  nChanged 355
		SP:Iteration 21Q (1600.040000 sec): 3 clusters
  Score: Raw -5463434.325527 + Penalty 3506.622501 = -5459927.703026
  nChanged 356
		SP:Iteration 22Q (1600.480000 sec): 3 clusters
  Score: Raw -5463499.903987 + Penalty 3506.622501 = -5459993.281486
  nChanged 302
		SP:Iteration 23Q (1600.900000 sec): 3 clusters
  Score: Raw -5463551.223233 + Penalty 3506.622501 = -5460044.600732
  nChanged 296
		SP:Iteration 24Q (1601.340000 sec): 3 clusters
  Score: Raw -5463600.615172 + Penalty 3506.622501 = -5460093.992671
  nChanged 274
		SP:Iteration 25Q (1601.720000 sec): 3 clusters
  Score: Raw -5463643.819277 + Penalty 3506.622501 = -5460137.196776
  nChanged 258
		SP:Iteration 26Q (1602.130000 sec): 3 clusters
  Score: Raw -5463682.912570 + Penalty 3506.622501 = -5460176.290069
  nChanged 238
		SP:Iteration 27Q (1602.550000 sec): 3 clusters
  Score: Raw -5463721.343112 + Penalty 3506.622501 = -5460214.720611
  nChanged 245
		SP:Iteration 28Q (1602.990000 sec): 3 clusters
  Score: Raw -5463762.935917 + Penalty 3506.622501 = -5460256.313416
  nChanged 249
		SP:Iteration 29Q (1603.400000 sec): 3 clusters
  Score: Raw -5463802.172598 + Penalty 3506.622501 = -5460295.550097
  nChanged 224
		SP:Iteration 30Q (1603.870000 sec): 3 clusters
  Score: Raw -5463838.869789 + Penalty 3506.622501 = -5460332.247288
  nChanged 229
		SP:Iteration 31Q (1604.370000 sec): 3 clusters
  Score: Raw -5463877.441623 + Penalty 3506.622501 = -5460370.819123
  nChanged 252
		SP:Iteration 32Q (1604.860000 sec): 3 clusters
  Score: Raw -5463918.724904 + Penalty 3506.622501 = -5460412.102403
  nChanged 231
		SP:Iteration 33Q (1605.390000 sec): 3 clusters
  Score: Raw -5463956.294912 + Penalty 3506.622501 = -5460449.672411
  nChanged 239
		SP:Iteration 34Q (1605.800000 sec): 3 clusters
  Score: Raw -5464000.007748 + Penalty 3506.622501 = -5460493.385247
  nChanged 264
		SP:Iteration 35Q (1606.170000 sec): 3 clusters
  Score: Raw -5464051.542025 + Penalty 3506.622501 = -5460544.919525
  nChanged 255
		SP:Iteration 36Q (1606.640000 sec): 3 clusters
  Score: Raw -5464099.979195 + Penalty 3506.622501 = -5460593.356694
  nChanged 252
		SP:Iteration 37Q (1607.070000 sec): 3 clusters
  Score: Raw -5464148.278510 + Penalty 3506.622501 = -5460641.656009
  nChanged 235
		SP:Iteration 38Q (1607.460000 sec): 3 clusters
  Score: Raw -5464196.236734 + Penalty 3506.622501 = -5460689.614233
  nChanged 252
		SP:Iteration 39Q (1607.950000 sec): 3 clusters
  Score: Raw -5464247.854402 + Penalty 3506.622501 = -5460741.231901
  nChanged 250
		SP:Iteration 40F (1608.440000 sec): 3 clusters
  Score: Raw -5464297.198904 + Penalty 3506.622501 = -5460790.576403
  nChanged 230
		SP:Iteration 41Q (1608.850000 sec): 3 clusters
  Score: Raw -5464344.561526 + Penalty 3506.622501 = -5460837.939025
  nChanged 227
		SP:Iteration 42Q (1609.340000 sec): 3 clusters
  Score: Raw -5464390.510622 + Penalty 3506.622501 = -5460883.888121
  nChanged 216
		SP:Iteration 43Q (1609.700000 sec): 3 clusters
  Score: Raw -5464430.863717 + Penalty 3506.622501 = -5460924.241216
  nChanged 207
		SP:Iteration 44Q (1610.090000 sec): 3 clusters
  Score: Raw -5464473.256023 + Penalty 3506.622501 = -5460966.633522
  nChanged 212
		SP:Iteration 45Q (1610.420000 sec): 3 clusters
  Score: Raw -5464523.024367 + Penalty 3506.622501 = -5461016.401866
  nChanged 227
		SP:Iteration 46Q (1610.840000 sec): 3 clusters
  Score: Raw -5464581.486740 + Penalty 3506.622501 = -5461074.864239
  nChanged 218
		SP:Iteration 47Q (1611.210000 sec): 3 clusters
  Score: Raw -5464640.017708 + Penalty 3506.622501 = -5461133.395207
  nChanged 246
		SP:Iteration 48Q (1611.610000 sec): 3 clusters
  Score: Raw -5464713.226437 + Penalty 3506.622501 = -5461206.603936
  nChanged 241
		SP:Iteration 49Q (1612.010000 sec): 3 clusters
  Score: Raw -5464786.910888 + Penalty 3506.622501 = -5461280.288387
  nChanged 250
		SP:Iteration 50Q (1612.370000 sec): 3 clusters
  Score: Raw -5464861.759002 + Penalty 3506.622501 = -5461355.136501
  nChanged 248
		SP:Iteration 51Q (1612.800000 sec): 3 clusters
  Score: Raw -5464930.105445 + Penalty 3506.622501 = -5461423.482944
  nChanged 232
		SP:Iteration 52Q (1613.240000 sec): 3 clusters
  Score: Raw -5464998.729620 + Penalty 3506.622501 = -5461492.107119
  nChanged 238
		SP:Iteration 53Q (1613.650000 sec): 3 clusters
  Score: Raw -5465072.955829 + Penalty 3506.622501 = -5461566.333328
  nChanged 236
		SP:Iteration 54Q (1614.110000 sec): 3 clusters
  Score: Raw -5465153.526702 + Penalty 3506.622501 = -5461646.904201
  nChanged 222
		SP:Iteration 55Q (1614.540000 sec): 3 clusters
  Score: Raw -5465233.102888 + Penalty 3506.622501 = -5461726.480387
  nChanged 209
		SP:Iteration 56Q (1614.960000 sec): 3 clusters
  Score: Raw -5465314.778877 + Penalty 3506.622501 = -5461808.156376
  nChanged 191
		SP:Iteration 57Q (1615.400000 sec): 3 clusters
  Score: Raw -5465386.579411 + Penalty 3506.622501 = -5461879.956910
  nChanged 180
		SP:Iteration 58Q (1615.800000 sec): 3 clusters
  Score: Raw -5465449.127381 + Penalty 3506.622501 = -5461942.504880
  nChanged 156
		SP:Iteration 59Q (1616.160000 sec): 3 clusters
  Score: Raw -5465501.092357 + Penalty 3506.622501 = -5461994.469857
  nChanged 140
		SP:Iteration 60F (1616.560000 sec): 3 clusters
  Score: Raw -5465549.299913 + Penalty 3506.622501 = -5462042.677412
  nChanged 132
		SP:Iteration 61Q (1616.970000 sec): 3 clusters
  Score: Raw -5465595.383699 + Penalty 3506.622501 = -5462088.761198
  nChanged 139
		SP:Iteration 62Q (1617.360000 sec): 3 clusters
  Score: Raw -5465644.150582 + Penalty 3506.622501 = -5462137.528081
  nChanged 124
		SP:Iteration 63Q (1617.780000 sec): 3 clusters
  Score: Raw -5465691.111636 + Penalty 3506.622501 = -5462184.489135
  nChanged 113
		SP:Iteration 64Q (1618.230000 sec): 3 clusters
  Score: Raw -5465735.498205 + Penalty 3506.622501 = -5462228.875704
  nChanged 102
		SP:Iteration 65Q (1618.680000 sec): 3 clusters
  Score: Raw -5465775.201680 + Penalty 3506.622501 = -5462268.579179
  nChanged 97
		SP:Iteration 66Q (1619.070000 sec): 3 clusters
  Score: Raw -5465813.082077 + Penalty 3506.622501 = -5462306.459576
  nChanged 92
		SP:Iteration 67Q (1619.410000 sec): 3 clusters
  Score: Raw -5465850.904179 + Penalty 3506.622501 = -5462344.281678
  nChanged 87
		SP:Iteration 68Q (1619.840000 sec): 3 clusters
  Score: Raw -5465890.671174 + Penalty 3506.622501 = -5462384.048673
  nChanged 93
		SP:Iteration 69Q (1620.250000 sec): 3 clusters
  Score: Raw -5465937.583221 + Penalty 3506.622501 = -5462430.960720
  nChanged 76
		SP:Iteration 70Q (1620.670000 sec): 3 clusters
  Score: Raw -5465974.034184 + Penalty 3506.622501 = -5462467.411683
  nChanged 67
		SP:Iteration 71Q (1621.060000 sec): 3 clusters
  Score: Raw -5466003.965009 + Penalty 3506.622501 = -5462497.342508
  nChanged 59
		SP:Iteration 72Q (1621.440000 sec): 3 clusters
  Score: Raw -5466037.165263 + Penalty 3506.622501 = -5462530.542762
  nChanged 63
		SP:Iteration 73Q (1621.820000 sec): 3 clusters
  Score: Raw -5466080.162662 + Penalty 3506.622501 = -5462573.540161
  nChanged 55
		SP:Iteration 74Q (1622.130000 sec): 3 clusters
  Score: Raw -5466122.546440 + Penalty 3506.622501 = -5462615.923939
  nChanged 62
		SP:Iteration 75Q (1622.530000 sec): 3 clusters
  Score: Raw -5466184.356180 + Penalty 3506.622501 = -5462677.733679
  nChanged 66
		SP:Iteration 76Q (1622.900000 sec): 3 clusters
  Score: Raw -5466261.308904 + Penalty 3506.622501 = -5462754.686403
  nChanged 67
		SP:Iteration 77Q (1623.260000 sec): 3 clusters
  Score: Raw -5466341.985537 + Penalty 3506.622501 = -5462835.363036
  nChanged 71
		SP:Iteration 78Q (1623.680000 sec): 3 clusters
  Score: Raw -5466405.841794 + Penalty 3506.622501 = -5462899.219293
  nChanged 56
		SP:Iteration 79Q (1624.080000 sec): 3 clusters
  Score: Raw -5466440.263480 + Penalty 3506.622501 = -5462933.640980
  nChanged 35
		SP:Iteration 80F (1624.500000 sec): 3 clusters
  Score: Raw -5466465.498707 + Penalty 3506.622501 = -5462958.876206
  nChanged 25
		SP:Iteration 81Q (1624.910000 sec): 3 clusters
  Score: Raw -5466481.005531 + Penalty 3506.622501 = -5462974.383030
  nChanged 16
		SP:Iteration 82Q (1625.300000 sec): 3 clusters
  Score: Raw -5466489.168155 + Penalty 3506.622501 = -5462982.545654
  nChanged 15
		SP:Iteration 83Q (1625.680000 sec): 3 clusters
  Score: Raw -5466497.885972 + Penalty 3506.622501 = -5462991.263472
  nChanged 15
		SP:Iteration 84Q (1626.090000 sec): 3 clusters
  Score: Raw -5466507.880745 + Penalty 3506.622501 = -5463001.258244
  nChanged 18
		SP:Iteration 85Q (1626.520000 sec): 3 clusters
  Score: Raw -5466518.558344 + Penalty 3506.622501 = -5463011.935843
  nChanged 18
		SP:Iteration 86Q (1626.990000 sec): 3 clusters
  Score: Raw -5466527.692688 + Penalty 3506.622501 = -5463021.070187
  nChanged 12
		SP:Iteration 87Q (1627.400000 sec): 3 clusters
  Score: Raw -5466532.360471 + Penalty 3506.622501 = -5463025.737970
  nChanged 11
		SP:Iteration 88Q (1627.760000 sec): 3 clusters
  Score: Raw -5466537.161062 + Penalty 3506.622501 = -5463030.538561
  nChanged 13
		SP:Iteration 89Q (1628.150000 sec): 3 clusters
  Score: Raw -5466545.013931 + Penalty 3506.622501 = -5463038.391430
  nChanged 12
		SP:Iteration 90Q (1628.480000 sec): 3 clusters
  Score: Raw -5466551.724458 + Penalty 3506.622501 = -5463045.101958
  nChanged 12
		SP:Iteration 91Q (1628.820000 sec): 3 clusters
  Score: Raw -5466556.347183 + Penalty 3506.622501 = -5463049.724682
  nChanged 10
		SP:Iteration 92Q (1629.190000 sec): 3 clusters
  Score: Raw -5466560.377547 + Penalty 3506.622501 = -5463053.755046
  nChanged 6
		SP:Iteration 93Q (1629.580000 sec): 3 clusters
  Score: Raw -5466562.308878 + Penalty 3506.622501 = -5463055.686377
  nChanged 3
		SP:Iteration 94Q (1629.930000 sec): 3 clusters
  Score: Raw -5466563.239733 + Penalty 3506.622501 = -5463056.617233
  nChanged 1
		SP:Iteration 95Q (1630.380000 sec): 3 clusters
  Score: Raw -5466563.408040 + Penalty 3506.622501 = -5463056.785539
  nChanged 0
		SP:Iteration 96F (1630.810000 sec): 3 clusters
  Score: Raw -5466563.408040 + Penalty 3506.622501 = -5463056.785539
  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 11.19 GB.

 Trying to split cluster 15 (26862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1631.040000 sec): 2 clusters
  Score: Raw -2908008.505358 + Penalty 1657.251038 = -2906351.254320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1631.290000 sec): 3 clusters
  Score: Raw -2891622.535478 + Penalty 3314.502076 = -2888308.033401
  nChanged 12267
		SP:Iteration 1F (1631.620000 sec): 3 clusters
  Score: Raw -2898391.029581 + Penalty 3314.502076 = -2895076.527504
  nChanged 1280
		SP:Iteration 2Q (1631.940000 sec): 3 clusters
  Score: Raw -2898843.613660 + Penalty 3314.502076 = -2895529.111583
  nChanged 1235
		SP:Iteration 3Q (1632.260000 sec): 3 clusters
  Score: Raw -2899338.855433 + Penalty 3314.502076 = -2896024.353356
  nChanged 1238
		SP:Iteration 4Q (1632.620000 sec): 3 clusters
  Score: Raw -2899885.049353 + Penalty 3314.502076 = -2896570.547276
  nChanged 1312
		SP:Iteration 5Q (1632.990000 sec): 3 clusters
  Score: Raw -2900514.230697 + Penalty 3314.502076 = -2897199.728621
  nChanged 1343
		SP:Iteration 6Q (1633.340000 sec): 3 clusters
  Score: Raw -2901243.748128 + Penalty 3314.502076 = -2897929.246051
  nChanged 1462
		SP:Iteration 7F (1633.670000 sec): 3 clusters
  Score: Raw -2902185.757745 + Penalty 3314.502076 = -2898871.255669
  nChanged 1573
		SP:Iteration 8F (1633.980000 sec): 3 clusters
  Score: Raw -2903333.334509 + Penalty 3314.502076 = -2900018.832433
  nChanged 1509
		SP:Iteration 9F (1634.340000 sec): 3 clusters
  Score: Raw -2904456.529133 + Penalty 3314.502076 = -2901142.027057
  nChanged 1281
		SP:Iteration 10Q (1634.640000 sec): 3 clusters
  Score: Raw -2905378.517520 + Penalty 3314.502076 = -2902064.015444
  nChanged 1073
		SP:Iteration 11Q (1634.970000 sec): 3 clusters
  Score: Raw -2906098.928085 + Penalty 3314.502076 = -2902784.426009
  nChanged 820
		SP:Iteration 12Q (1635.290000 sec): 3 clusters
  Score: Raw -2906641.436385 + Penalty 3314.502076 = -2903326.934309
  nChanged 693
		SP:Iteration 13Q (1635.590000 sec): 3 clusters
  Score: Raw -2907128.456267 + Penalty 3314.502076 = -2903813.954191
  nChanged 618
		SP:Iteration 14Q (1635.900000 sec): 3 clusters
  Score: Raw -2907574.440159 + Penalty 3314.502076 = -2904259.938082
  nChanged 495
		SP:Iteration 15Q (1636.220000 sec): 3 clusters
  Score: Raw -2907976.695791 + Penalty 3314.502076 = -2904662.193715
  nChanged 425
		SP:Iteration 16Q (1636.560000 sec): 3 clusters
  Score: Raw -2908500.682150 + Penalty 3314.502076 = -2905186.180073
  nChanged 374
		SP:Iteration 17Q (1636.820000 sec): 3 clusters
  Score: Raw -2909029.471409 + Penalty 3314.502076 = -2905714.969332
  nChanged 341
		SP:Iteration 18Q (1637.120000 sec): 3 clusters
  Score: Raw -2909276.679004 + Penalty 3314.502076 = -2905962.176927
  nChanged 257
		SP:Iteration 19Q (1637.430000 sec): 3 clusters
  Score: Raw -2909387.363883 + Penalty 3314.502076 = -2906072.861807
  nChanged 197
		SP:Iteration 20F (1637.730000 sec): 3 clusters
  Score: Raw -2909462.034311 + Penalty 3314.502076 = -2906147.532235
  nChanged 145
		SP:Iteration 21Q (1638.010000 sec): 3 clusters
  Score: Raw -2909506.534101 + Penalty 3314.502076 = -2906192.032024
  nChanged 114
		SP:Iteration 22Q (1638.340000 sec): 3 clusters
  Score: Raw -2909539.356405 + Penalty 3314.502076 = -2906224.854329
  nChanged 102
		SP:Iteration 23Q (1638.660000 sec): 3 clusters
  Score: Raw -2909564.379158 + Penalty 3314.502076 = -2906249.877081
  nChanged 75
		SP:Iteration 24Q (1638.950000 sec): 3 clusters
  Score: Raw -2909578.550081 + Penalty 3314.502076 = -2906264.048005
  nChanged 59
		SP:Iteration 25Q (1639.240000 sec): 3 clusters
  Score: Raw -2909588.516965 + Penalty 3314.502076 = -2906274.014888
  nChanged 44
		SP:Iteration 26Q (1639.510000 sec): 3 clusters
  Score: Raw -2909597.043391 + Penalty 3314.502076 = -2906282.541315
  nChanged 39
		SP:Iteration 27Q (1639.830000 sec): 3 clusters
  Score: Raw -2909603.006080 + Penalty 3314.502076 = -2906288.504004
  nChanged 35
		SP:Iteration 28Q (1640.160000 sec): 3 clusters
  Score: Raw -2909608.326739 + Penalty 3314.502076 = -2906293.824663
  nChanged 29
		SP:Iteration 29Q (1640.450000 sec): 3 clusters
  Score: Raw -2909612.315185 + Penalty 3314.502076 = -2906297.813108
  nChanged 33
		SP:Iteration 30Q (1640.760000 sec): 3 clusters
  Score: Raw -2909618.735274 + Penalty 3314.502076 = -2906304.233198
  nChanged 36
		SP:Iteration 31Q (1641.020000 sec): 3 clusters
  Score: Raw -2909623.961548 + Penalty 3314.502076 = -2906309.459472
  nChanged 27
		SP:Iteration 32Q (1641.280000 sec): 3 clusters
  Score: Raw -2909627.402558 + Penalty 3314.502076 = -2906312.900482
  nChanged 20
		SP:Iteration 33Q (1641.610000 sec): 3 clusters
  Score: Raw -2909629.805093 + Penalty 3314.502076 = -2906315.303017
  nChanged 18
		SP:Iteration 34Q (1641.880000 sec): 3 clusters
  Score: Raw -2909632.493285 + Penalty 3314.502076 = -2906317.991209
  nChanged 18
		SP:Iteration 35Q (1642.140000 sec): 3 clusters
  Score: Raw -2909635.021841 + Penalty 3314.502076 = -2906320.519764
  nChanged 16
		SP:Iteration 36Q (1642.490000 sec): 3 clusters
  Score: Raw -2909637.384031 + Penalty 3314.502076 = -2906322.881955
  nChanged 19
		SP:Iteration 37Q (1642.740000 sec): 3 clusters
  Score: Raw -2909640.212333 + Penalty 3314.502076 = -2906325.710256
  nChanged 24
		SP:Iteration 38Q (1643.000000 sec): 3 clusters
  Score: Raw -2909643.844834 + Penalty 3314.502076 = -2906329.342758
  nChanged 20
		SP:Iteration 39Q (1643.310000 sec): 3 clusters
  Score: Raw -2909646.411472 + Penalty 3314.502076 = -2906331.909396
  nChanged 20
		SP:Iteration 40F (1643.610000 sec): 3 clusters
  Score: Raw -2909650.457375 + Penalty 3314.502076 = -2906335.955299
  nChanged 29
		SP:Iteration 41Q (1643.930000 sec): 3 clusters
  Score: Raw -2909655.159112 + Penalty 3314.502076 = -2906340.657035
  nChanged 28
		SP:Iteration 42Q (1644.260000 sec): 3 clusters
  Score: Raw -2909659.078748 + Penalty 3314.502076 = -2906344.576672
  nChanged 13
		SP:Iteration 43Q (1644.530000 sec): 3 clusters
  Score: Raw -2909660.766246 + Penalty 3314.502076 = -2906346.264169
  nChanged 15
		SP:Iteration 44Q (1644.880000 sec): 3 clusters
  Score: Raw -2909662.919506 + Penalty 3314.502076 = -2906348.417430
  nChanged 21
		SP:Iteration 45Q (1645.180000 sec): 3 clusters
  Score: Raw -2909666.996177 + Penalty 3314.502076 = -2906352.494101
  nChanged 20
		SP:Iteration 46Q (1645.500000 sec): 3 clusters
  Score: Raw -2909671.578645 + Penalty 3314.502076 = -2906357.076569
  nChanged 27
		SP:Iteration 47Q (1645.780000 sec): 3 clusters
  Score: Raw -2909676.390960 + Penalty 3314.502076 = -2906361.888883
  nChanged 24
		SP:Iteration 48Q (1646.090000 sec): 3 clusters
  Score: Raw -2909680.337679 + Penalty 3314.502076 = -2906365.835603
  nChanged 23
		SP:Iteration 49Q (1646.340000 sec): 3 clusters
  Score: Raw -2909685.144577 + Penalty 3314.502076 = -2906370.642500
  nChanged 29
		SP:Iteration 50Q (1646.630000 sec): 3 clusters
  Score: Raw -2909691.324764 + Penalty 3314.502076 = -2906376.822688
  nChanged 28
		SP:Iteration 51Q (1646.920000 sec): 3 clusters
  Score: Raw -2909697.966522 + Penalty 3314.502076 = -2906383.464446
  nChanged 29
		SP:Iteration 52Q (1647.250000 sec): 3 clusters
  Score: Raw -2909704.785832 + Penalty 3314.502076 = -2906390.283756
  nChanged 31
		SP:Iteration 53Q (1647.550000 sec): 3 clusters
  Score: Raw -2909711.904381 + Penalty 3314.502076 = -2906397.402305
  nChanged 41
		SP:Iteration 54Q (1647.850000 sec): 3 clusters
  Score: Raw -2909719.241652 + Penalty 3314.502076 = -2906404.739576
  nChanged 29
		SP:Iteration 55Q (1648.090000 sec): 3 clusters
  Score: Raw -2909726.907848 + Penalty 3314.502076 = -2906412.405772
  nChanged 43
		SP:Iteration 56Q (1648.400000 sec): 3 clusters
  Score: Raw -2909740.653403 + Penalty 3314.502076 = -2906426.151327
  nChanged 55
		SP:Iteration 57Q (1648.690000 sec): 3 clusters
  Score: Raw -2909760.191910 + Penalty 3314.502076 = -2906445.689833
  nChanged 66
		SP:Iteration 58Q (1648.980000 sec): 3 clusters
  Score: Raw -2909782.877239 + Penalty 3314.502076 = -2906468.375162
  nChanged 69
		SP:Iteration 59Q (1649.340000 sec): 3 clusters
  Score: Raw -2909807.396343 + Penalty 3314.502076 = -2906492.894266
  nChanged 68
		SP:Iteration 60F (1649.630000 sec): 3 clusters
  Score: Raw -2909827.175512 + Penalty 3314.502076 = -2906512.673436
  nChanged 72
		SP:Iteration 61Q (1649.930000 sec): 3 clusters
  Score: Raw -2909851.858269 + Penalty 3314.502076 = -2906537.356193
  nChanged 75
		SP:Iteration 62Q (1650.280000 sec): 3 clusters
  Score: Raw -2909876.545171 + Penalty 3314.502076 = -2906562.043094
  nChanged 71
		SP:Iteration 63Q (1650.540000 sec): 3 clusters
  Score: Raw -2909899.608925 + Penalty 3314.502076 = -2906585.106848
  nChanged 61
		SP:Iteration 64Q (1650.880000 sec): 3 clusters
  Score: Raw -2909922.049925 + Penalty 3314.502076 = -2906607.547849
  nChanged 59
		SP:Iteration 65Q (1651.220000 sec): 3 clusters
  Score: Raw -2909942.990543 + Penalty 3314.502076 = -2906628.488467
  nChanged 53
		SP:Iteration 66Q (1651.520000 sec): 3 clusters
  Score: Raw -2909965.339863 + Penalty 3314.502076 = -2906650.837787
  nChanged 56
		SP:Iteration 67Q (1651.810000 sec): 3 clusters
  Score: Raw -2909989.974363 + Penalty 3314.502076 = -2906675.472286
  nChanged 58
		SP:Iteration 68Q (1652.060000 sec): 3 clusters
  Score: Raw -2910019.668492 + Penalty 3314.502076 = -2906705.166415
  nChanged 58
		SP:Iteration 69Q (1652.410000 sec): 3 clusters
  Score: Raw -2910042.070926 + Penalty 3314.502076 = -2906727.568850
  nChanged 66
		SP:Iteration 70Q (1652.680000 sec): 3 clusters
  Score: Raw -2910073.088015 + Penalty 3314.502076 = -2906758.585938
  nChanged 65
		SP:Iteration 71Q (1652.970000 sec): 3 clusters
  Score: Raw -2910099.968179 + Penalty 3314.502076 = -2906785.466102
  nChanged 47
		SP:Iteration 72Q (1653.260000 sec): 3 clusters
  Score: Raw -2910112.566270 + Penalty 3314.502076 = -2906798.064194
  nChanged 34
		SP:Iteration 73Q (1653.570000 sec): 3 clusters
  Score: Raw -2910121.560979 + Penalty 3314.502076 = -2906807.058902
  nChanged 33
		SP:Iteration 74Q (1653.850000 sec): 3 clusters
  Score: Raw -2910130.239276 + Penalty 3314.502076 = -2906815.737200
  nChanged 22
		SP:Iteration 75Q (1654.100000 sec): 3 clusters
  Score: Raw -2910135.739274 + Penalty 3314.502076 = -2906821.237197
  nChanged 12
		SP:Iteration 76Q (1654.380000 sec): 3 clusters
  Score: Raw -2910139.786252 + Penalty 3314.502076 = -2906825.284175
  nChanged 16
		SP:Iteration 77Q (1654.670000 sec): 3 clusters
  Score: Raw -2910143.805305 + Penalty 3314.502076 = -2906829.303228
  nChanged 16
		SP:Iteration 78Q (1654.930000 sec): 3 clusters
  Score: Raw -2910146.975102 + Penalty 3314.502076 = -2906832.473026
  nChanged 13
		SP:Iteration 79Q (1655.220000 sec): 3 clusters
  Score: Raw -2910149.368932 + Penalty 3314.502076 = -2906834.866856
  nChanged 8
		SP:Iteration 80F (1655.440000 sec): 3 clusters
  Score: Raw -2910151.381243 + Penalty 3314.502076 = -2906836.879167
  nChanged 8
		SP:Iteration 81Q (1655.750000 sec): 3 clusters
  Score: Raw -2910152.956499 + Penalty 3314.502076 = -2906838.454423
  nChanged 6
		SP:Iteration 82Q (1656.040000 sec): 3 clusters
  Score: Raw -2910154.731366 + Penalty 3314.502076 = -2906840.229289
  nChanged 8
		SP:Iteration 83Q (1656.330000 sec): 3 clusters
  Score: Raw -2910156.603423 + Penalty 3314.502076 = -2906842.101347
  nChanged 10
		SP:Iteration 84Q (1656.650000 sec): 3 clusters
  Score: Raw -2910158.327041 + Penalty 3314.502076 = -2906843.824965
  nChanged 9
		SP:Iteration 85Q (1656.950000 sec): 3 clusters
  Score: Raw -2910160.506601 + Penalty 3314.502076 = -2906846.004525
  nChanged 8
		SP:Iteration 86Q (1657.250000 sec): 3 clusters
  Score: Raw -2910162.660616 + Penalty 3314.502076 = -2906848.158539
  nChanged 7
		SP:Iteration 87Q (1657.540000 sec): 3 clusters
  Score: Raw -2910164.136547 + Penalty 3314.502076 = -2906849.634471
  nChanged 7
		SP:Iteration 88Q (1657.770000 sec): 3 clusters
  Score: Raw -2910165.933266 + Penalty 3314.502076 = -2906851.431190
  nChanged 6
		SP:Iteration 89Q (1658.060000 sec): 3 clusters
  Score: Raw -2910167.608433 + Penalty 3314.502076 = -2906853.106357
  nChanged 5
		SP:Iteration 90Q (1658.350000 sec): 3 clusters
  Score: Raw -2910168.882324 + Penalty 3314.502076 = -2906854.380247
  nChanged 4
		SP:Iteration 91Q (1658.650000 sec): 3 clusters
  Score: Raw -2910169.276212 + Penalty 3314.502076 = -2906854.774136
  nChanged 3
		SP:Iteration 92Q (1658.950000 sec): 3 clusters
  Score: Raw -2910169.920780 + Penalty 3314.502076 = -2906855.418704
  nChanged 3
		SP:Iteration 93Q (1659.190000 sec): 3 clusters
  Score: Raw -2910170.576285 + Penalty 3314.502076 = -2906856.074208
  nChanged 3
		SP:Iteration 94Q (1659.490000 sec): 3 clusters
  Score: Raw -2910171.132753 + Penalty 3314.502076 = -2906856.630676
  nChanged 3
		SP:Iteration 95Q (1659.820000 sec): 3 clusters
  Score: Raw -2910171.671170 + Penalty 3314.502076 = -2906857.169094
  nChanged 7
		SP:Iteration 96Q (1660.130000 sec): 3 clusters
  Score: Raw -2910173.025243 + Penalty 3314.502076 = -2906858.523167
  nChanged 6
		SP:Iteration 97Q (1660.400000 sec): 3 clusters
  Score: Raw -2910174.043421 + Penalty 3314.502076 = -2906859.541345
  nChanged 1
		SP:Iteration 98Q (1660.720000 sec): 3 clusters
  Score: Raw -2910174.168179 + Penalty 3314.502076 = -2906859.666103
  nChanged 0
		SP:Iteration 99F (1661.030000 sec): 3 clusters
  Score: Raw -2910174.168179 + Penalty 3314.502076 = -2906859.666103
  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 11.19 GB.

 Trying to split cluster 16 (30450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1661.270000 sec): 2 clusters
  Score: Raw -3354515.981153 + Penalty 1677.624207 = -3352838.356946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1661.610000 sec): 3 clusters
  Score: Raw -3335766.336235 + Penalty 3355.248414 = -3332411.087821
  nChanged 14049
		SP:Iteration 1F (1661.910000 sec): 3 clusters
  Score: Raw -3344000.142144 + Penalty 3355.248414 = -3340644.893730
  nChanged 1713
		SP:Iteration 2F (1662.220000 sec): 3 clusters
  Score: Raw -3344884.555681 + Penalty 3355.248414 = -3341529.307267
  nChanged 1766
		SP:Iteration 3F (1662.500000 sec): 3 clusters
  Score: Raw -3346040.109128 + Penalty 3355.248414 = -3342684.860714
  nChanged 1902
		SP:Iteration 4F (1662.850000 sec): 3 clusters
  Score: Raw -3347390.707979 + Penalty 3355.248414 = -3344035.459565
  nChanged 1911
		SP:Iteration 5F (1663.130000 sec): 3 clusters
  Score: Raw -3348680.216394 + Penalty 3355.248414 = -3345324.967980
  nChanged 1741
		SP:Iteration 6F (1663.410000 sec): 3 clusters
  Score: Raw -3349784.600369 + Penalty 3355.248414 = -3346429.351956
  nChanged 1520
		SP:Iteration 7Q (1663.780000 sec): 3 clusters
  Score: Raw -3350691.916817 + Penalty 3355.248414 = -3347336.668404
  nChanged 1314
		SP:Iteration 8Q (1664.080000 sec): 3 clusters
  Score: Raw -3351425.521872 + Penalty 3355.248414 = -3348070.273458
  nChanged 1118
		SP:Iteration 9Q (1664.370000 sec): 3 clusters
  Score: Raw -3351984.781625 + Penalty 3355.248414 = -3348629.533211
  nChanged 931
		SP:Iteration 10Q (1664.710000 sec): 3 clusters
  Score: Raw -3352458.527599 + Penalty 3355.248414 = -3349103.279185
  nChanged 852
		SP:Iteration 11Q (1665.020000 sec): 3 clusters
  Score: Raw -3352918.681086 + Penalty 3355.248414 = -3349563.432673
  nChanged 822
		SP:Iteration 12Q (1665.290000 sec): 3 clusters
  Score: Raw -3353328.136413 + Penalty 3355.248414 = -3349972.888000
  nChanged 755
		SP:Iteration 13Q (1665.600000 sec): 3 clusters
  Score: Raw -3353705.600059 + Penalty 3355.248414 = -3350350.351645
  nChanged 715
		SP:Iteration 14Q (1665.930000 sec): 3 clusters
  Score: Raw -3354060.445816 + Penalty 3355.248414 = -3350705.197402
  nChanged 583
		SP:Iteration 15Q (1666.270000 sec): 3 clusters
  Score: Raw -3354342.306611 + Penalty 3355.248414 = -3350987.058198
  nChanged 505
		SP:Iteration 16Q (1666.610000 sec): 3 clusters
  Score: Raw -3354576.021003 + Penalty 3355.248414 = -3351220.772589
  nChanged 457
		SP:Iteration 17Q (1666.930000 sec): 3 clusters
  Score: Raw -3354789.148636 + Penalty 3355.248414 = -3351433.900222
  nChanged 387
		SP:Iteration 18Q (1667.220000 sec): 3 clusters
  Score: Raw -3354979.090231 + Penalty 3355.248414 = -3351623.841817
  nChanged 331
		SP:Iteration 19Q (1667.510000 sec): 3 clusters
  Score: Raw -3355138.946920 + Penalty 3355.248414 = -3351783.698506
  nChanged 262
		SP:Iteration 20F (1667.810000 sec): 3 clusters
  Score: Raw -3355257.799571 + Penalty 3355.248414 = -3351902.551157
  nChanged 212
		SP:Iteration 21Q (1668.160000 sec): 3 clusters
  Score: Raw -3355348.883245 + Penalty 3355.248414 = -3351993.634831
  nChanged 160
		SP:Iteration 22Q (1668.450000 sec): 3 clusters
  Score: Raw -3355413.613053 + Penalty 3355.248414 = -3352058.364640
  nChanged 120
		SP:Iteration 23Q (1668.780000 sec): 3 clusters
  Score: Raw -3355468.940748 + Penalty 3355.248414 = -3352113.692334
  nChanged 118
		SP:Iteration 24Q (1669.070000 sec): 3 clusters
  Score: Raw -3355526.077880 + Penalty 3355.248414 = -3352170.829467
  nChanged 100
		SP:Iteration 25Q (1669.360000 sec): 3 clusters
  Score: Raw -3355567.641446 + Penalty 3355.248414 = -3352212.393033
  nChanged 73
		SP:Iteration 26Q (1669.700000 sec): 3 clusters
  Score: Raw -3355589.956006 + Penalty 3355.248414 = -3352234.707592
  nChanged 47
		SP:Iteration 27Q (1670.030000 sec): 3 clusters
  Score: Raw -3355603.042571 + Penalty 3355.248414 = -3352247.794157
  nChanged 37
		SP:Iteration 28Q (1670.280000 sec): 3 clusters
  Score: Raw -3355611.702869 + Penalty 3355.248414 = -3352256.454455
  nChanged 29
		SP:Iteration 29Q (1670.600000 sec): 3 clusters
  Score: Raw -3355618.053614 + Penalty 3355.248414 = -3352262.805201
  nChanged 24
		SP:Iteration 30Q (1670.940000 sec): 3 clusters
  Score: Raw -3355623.846330 + Penalty 3355.248414 = -3352268.597916
  nChanged 28
		SP:Iteration 31Q (1671.250000 sec): 3 clusters
  Score: Raw -3355631.166084 + Penalty 3355.248414 = -3352275.917670
  nChanged 17
		SP:Iteration 32Q (1671.580000 sec): 3 clusters
  Score: Raw -3355635.910030 + Penalty 3355.248414 = -3352280.661617
  nChanged 19
		SP:Iteration 33Q (1671.890000 sec): 3 clusters
  Score: Raw -3355641.084817 + Penalty 3355.248414 = -3352285.836403
  nChanged 17
		SP:Iteration 34Q (1672.230000 sec): 3 clusters
  Score: Raw -3355646.191943 + Penalty 3355.248414 = -3352290.943529
  nChanged 17
		SP:Iteration 35Q (1672.480000 sec): 3 clusters
  Score: Raw -3355649.577066 + Penalty 3355.248414 = -3352294.328652
  nChanged 16
		SP:Iteration 36Q (1672.810000 sec): 3 clusters
  Score: Raw -3355654.375753 + Penalty 3355.248414 = -3352299.127339
  nChanged 17
		SP:Iteration 37Q (1673.110000 sec): 3 clusters
  Score: Raw -3355658.447522 + Penalty 3355.248414 = -3352303.199109
  nChanged 15
		SP:Iteration 38Q (1673.410000 sec): 3 clusters
  Score: Raw -3355662.250253 + Penalty 3355.248414 = -3352307.001839
  nChanged 19
		SP:Iteration 39Q (1673.700000 sec): 3 clusters
  Score: Raw -3355667.420314 + Penalty 3355.248414 = -3352312.171901
  nChanged 22
		SP:Iteration 40F (1673.990000 sec): 3 clusters
  Score: Raw -3355672.676740 + Penalty 3355.248414 = -3352317.428326
  nChanged 18
		SP:Iteration 41Q (1674.320000 sec): 3 clusters
  Score: Raw -3355676.641526 + Penalty 3355.248414 = -3352321.393113
  nChanged 13
		SP:Iteration 42Q (1674.620000 sec): 3 clusters
  Score: Raw -3355679.492571 + Penalty 3355.248414 = -3352324.244157
  nChanged 12
		SP:Iteration 43Q (1674.960000 sec): 3 clusters
  Score: Raw -3355682.519594 + Penalty 3355.248414 = -3352327.271180
  nChanged 8
		SP:Iteration 44Q (1675.310000 sec): 3 clusters
  Score: Raw -3355684.445590 + Penalty 3355.248414 = -3352329.197176
  nChanged 6
		SP:Iteration 45Q (1675.610000 sec): 3 clusters
  Score: Raw -3355685.429267 + Penalty 3355.248414 = -3352330.180854
  nChanged 2
		SP:Iteration 46Q (1675.910000 sec): 3 clusters
  Score: Raw -3355685.739756 + Penalty 3355.248414 = -3352330.491342
  nChanged 1
		SP:Iteration 47Q (1676.290000 sec): 3 clusters
  Score: Raw -3355685.902087 + Penalty 3355.248414 = -3352330.653673
  nChanged 2
		SP:Iteration 48Q (1676.630000 sec): 3 clusters
  Score: Raw -3355686.172095 + Penalty 3355.248414 = -3352330.923682
  nChanged 0
		SP:Iteration 49F (1676.990000 sec): 3 clusters
  Score: Raw -3355686.172095 + Penalty 3355.248414 = -3352330.923682
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (16087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1677.130000 sec): 2 clusters
  Score: Raw -1788422.797037 + Penalty 1573.937100 = -1786848.859937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1677.410000 sec): 3 clusters
  Score: Raw -1779033.006020 + Penalty 3147.874201 = -1775885.131820
  nChanged 7105
		SP:Iteration 1F (1677.630000 sec): 3 clusters
  Score: Raw -1783025.379728 + Penalty 3147.874201 = -1779877.505527
  nChanged 905
		SP:Iteration 2F (1677.900000 sec): 3 clusters
  Score: Raw -1783411.516496 + Penalty 3147.874201 = -1780263.642295
  nChanged 799
		SP:Iteration 3Q (1678.120000 sec): 3 clusters
  Score: Raw -1783781.490311 + Penalty 3147.874201 = -1780633.616110
  nChanged 794
		SP:Iteration 4Q (1678.390000 sec): 3 clusters
  Score: Raw -1784194.872970 + Penalty 3147.874201 = -1781046.998770
  nChanged 833
		SP:Iteration 5F (1678.610000 sec): 3 clusters
  Score: Raw -1784687.542129 + Penalty 3147.874201 = -1781539.667928
  nChanged 907
		SP:Iteration 6F (1678.840000 sec): 3 clusters
  Score: Raw -1785339.504570 + Penalty 3147.874201 = -1782191.630369
  nChanged 967
		SP:Iteration 7F (1679.070000 sec): 3 clusters
  Score: Raw -1786062.078403 + Penalty 3147.874201 = -1782914.204203
  nChanged 851
		SP:Iteration 8F (1679.300000 sec): 3 clusters
  Score: Raw -1786744.768560 + Penalty 3147.874201 = -1783596.894359
  nChanged 739
		SP:Iteration 9Q (1679.530000 sec): 3 clusters
  Score: Raw -1787368.751965 + Penalty 3147.874201 = -1784220.877764
  nChanged 582
		SP:Iteration 10Q (1679.760000 sec): 3 clusters
  Score: Raw -1787855.266946 + Penalty 3147.874201 = -1784707.392745
  nChanged 369
		SP:Iteration 11Q (1679.990000 sec): 3 clusters
  Score: Raw -1788172.001700 + Penalty 3147.874201 = -1785024.127499
  nChanged 212
		SP:Iteration 12Q (1680.190000 sec): 3 clusters
  Score: Raw -1788376.515199 + Penalty 3147.874201 = -1785228.640998
  nChanged 127
		SP:Iteration 13Q (1680.440000 sec): 3 clusters
  Score: Raw -1788502.611031 + Penalty 3147.874201 = -1785354.736831
  nChanged 66
		SP:Iteration 14Q (1680.630000 sec): 3 clusters
  Score: Raw -1788573.351768 + Penalty 3147.874201 = -1785425.477567
  nChanged 35
		SP:Iteration 15Q (1680.820000 sec): 3 clusters
  Score: Raw -1788614.959983 + Penalty 3147.874201 = -1785467.085782
  nChanged 21
		SP:Iteration 16Q (1681.010000 sec): 3 clusters
  Score: Raw -1788634.183173 + Penalty 3147.874201 = -1785486.308972
  nChanged 14
		SP:Iteration 17Q (1681.260000 sec): 3 clusters
  Score: Raw -1788654.817829 + Penalty 3147.874201 = -1785506.943628
  nChanged 17
		SP:Iteration 18Q (1681.510000 sec): 3 clusters
  Score: Raw -1788674.753770 + Penalty 3147.874201 = -1785526.879569
  nChanged 12
		SP:Iteration 19Q (1681.710000 sec): 3 clusters
  Score: Raw -1788687.503118 + Penalty 3147.874201 = -1785539.628918
  nChanged 7
		SP:Iteration 20F (1681.990000 sec): 3 clusters
  Score: Raw -1788695.955563 + Penalty 3147.874201 = -1785548.081363
  nChanged 10
		SP:Iteration 21Q (1682.200000 sec): 3 clusters
  Score: Raw -1788705.826793 + Penalty 3147.874201 = -1785557.952593
  nChanged 8
		SP:Iteration 22Q (1682.430000 sec): 3 clusters
  Score: Raw -1788715.385095 + Penalty 3147.874201 = -1785567.510894
  nChanged 5
		SP:Iteration 23Q (1682.630000 sec): 3 clusters
  Score: Raw -1788720.313430 + Penalty 3147.874201 = -1785572.439229
  nChanged 4
		SP:Iteration 24Q (1682.880000 sec): 3 clusters
  Score: Raw -1788723.478358 + Penalty 3147.874201 = -1785575.604157
  nChanged 2
		SP:Iteration 25Q (1683.070000 sec): 3 clusters
  Score: Raw -1788726.009077 + Penalty 3147.874201 = -1785578.134876
  nChanged 2
		SP:Iteration 26Q (1683.300000 sec): 3 clusters
  Score: Raw -1788728.787482 + Penalty 3147.874201 = -1785580.913281
  nChanged 2
		SP:Iteration 27Q (1683.550000 sec): 3 clusters
  Score: Raw -1788730.001786 + Penalty 3147.874201 = -1785582.127586
  nChanged 0
		SP:Iteration 28F (1683.840000 sec): 3 clusters
  Score: Raw -1788730.001786 + Penalty 3147.874201 = -1785582.127586
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (24600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1684.040000 sec): 2 clusters
  Score: Raw -2624732.295035 + Penalty 1642.956530 = -2623089.338505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1684.330000 sec): 3 clusters
  Score: Raw -2609543.820534 + Penalty 3285.913060 = -2606257.907475
  nChanged 11509
		SP:Iteration 1F (1684.620000 sec): 3 clusters
  Score: Raw -2616594.439968 + Penalty 3285.913060 = -2613308.526908
  nChanged 1798
		SP:Iteration 2F (1684.930000 sec): 3 clusters
  Score: Raw -2617748.219708 + Penalty 3285.913060 = -2614462.306648
  nChanged 1793
		SP:Iteration 3F (1685.250000 sec): 3 clusters
  Score: Raw -2618963.836342 + Penalty 3285.913060 = -2615677.923282
  nChanged 1763
		SP:Iteration 4F (1685.530000 sec): 3 clusters
  Score: Raw -2620197.508758 + Penalty 3285.913060 = -2616911.595699
  nChanged 1761
		SP:Iteration 5F (1685.800000 sec): 3 clusters
  Score: Raw -2621443.779337 + Penalty 3285.913060 = -2618157.866278
  nChanged 1535
		SP:Iteration 6F (1686.110000 sec): 3 clusters
  Score: Raw -2622479.131631 + Penalty 3285.913060 = -2619193.218572
  nChanged 1345
		SP:Iteration 7F (1686.370000 sec): 3 clusters
  Score: Raw -2623351.549194 + Penalty 3285.913060 = -2620065.636134
  nChanged 1189
		SP:Iteration 8Q (1686.710000 sec): 3 clusters
  Score: Raw -2623974.609225 + Penalty 3285.913060 = -2620688.696166
  nChanged 918
		SP:Iteration 9Q (1687.070000 sec): 3 clusters
  Score: Raw -2624377.900353 + Penalty 3285.913060 = -2621091.987293
  nChanged 738
		SP:Iteration 10Q (1687.410000 sec): 3 clusters
  Score: Raw -2624707.506485 + Penalty 3285.913060 = -2621421.593425
  nChanged 613
		SP:Iteration 11Q (1687.750000 sec): 3 clusters
  Score: Raw -2624973.539396 + Penalty 3285.913060 = -2621687.626337
  nChanged 493
		SP:Iteration 12Q (1688.080000 sec): 3 clusters
  Score: Raw -2625187.462271 + Penalty 3285.913060 = -2621901.549211
  nChanged 443
		SP:Iteration 13Q (1688.410000 sec): 3 clusters
  Score: Raw -2625349.174983 + Penalty 3285.913060 = -2622063.261923
  nChanged 378
		SP:Iteration 14Q (1688.750000 sec): 3 clusters
  Score: Raw -2625458.447587 + Penalty 3285.913060 = -2622172.534527
  nChanged 293
		SP:Iteration 15Q (1689.090000 sec): 3 clusters
  Score: Raw -2625542.105445 + Penalty 3285.913060 = -2622256.192385
  nChanged 286
		SP:Iteration 16Q (1689.390000 sec): 3 clusters
  Score: Raw -2625610.724351 + Penalty 3285.913060 = -2622324.811292
  nChanged 239
		SP:Iteration 17Q (1689.680000 sec): 3 clusters
  Score: Raw -2625668.893008 + Penalty 3285.913060 = -2622382.979948
  nChanged 198
		SP:Iteration 18Q (1689.940000 sec): 3 clusters
  Score: Raw -2625713.591750 + Penalty 3285.913060 = -2622427.678690
  nChanged 182
		SP:Iteration 19Q (1690.260000 sec): 3 clusters
  Score: Raw -2625753.099185 + Penalty 3285.913060 = -2622467.186126
  nChanged 161
		SP:Iteration 20F (1690.540000 sec): 3 clusters
  Score: Raw -2625783.069392 + Penalty 3285.913060 = -2622497.156332
  nChanged 140
		SP:Iteration 21Q (1690.820000 sec): 3 clusters
  Score: Raw -2625810.067831 + Penalty 3285.913060 = -2622524.154771
  nChanged 143
		SP:Iteration 22Q (1691.120000 sec): 3 clusters
  Score: Raw -2625838.012547 + Penalty 3285.913060 = -2622552.099487
  nChanged 129
		SP:Iteration 23Q (1691.490000 sec): 3 clusters
  Score: Raw -2625869.034118 + Penalty 3285.913060 = -2622583.121058
  nChanged 139
		SP:Iteration 24Q (1691.770000 sec): 3 clusters
  Score: Raw -2625900.279422 + Penalty 3285.913060 = -2622614.366362
  nChanged 119
		SP:Iteration 25Q (1692.010000 sec): 3 clusters
  Score: Raw -2625925.726415 + Penalty 3285.913060 = -2622639.813356
  nChanged 118
		SP:Iteration 26Q (1692.290000 sec): 3 clusters
  Score: Raw -2625947.476536 + Penalty 3285.913060 = -2622661.563476
  nChanged 118
		SP:Iteration 27Q (1692.560000 sec): 3 clusters
  Score: Raw -2625969.456158 + Penalty 3285.913060 = -2622683.543098
  nChanged 107
		SP:Iteration 28Q (1692.920000 sec): 3 clusters
  Score: Raw -2625989.410874 + Penalty 3285.913060 = -2622703.497815
  nChanged 102
		SP:Iteration 29Q (1693.170000 sec): 3 clusters
  Score: Raw -2626008.343551 + Penalty 3285.913060 = -2622722.430491
  nChanged 116
		SP:Iteration 30Q (1693.440000 sec): 3 clusters
  Score: Raw -2626030.220215 + Penalty 3285.913060 = -2622744.307155
  nChanged 115
		SP:Iteration 31Q (1693.750000 sec): 3 clusters
  Score: Raw -2626051.074448 + Penalty 3285.913060 = -2622765.161389
  nChanged 130
		SP:Iteration 32Q (1694.030000 sec): 3 clusters
  Score: Raw -2626079.806939 + Penalty 3285.913060 = -2622793.893880
  nChanged 140
		SP:Iteration 33Q (1694.290000 sec): 3 clusters
  Score: Raw -2626110.772622 + Penalty 3285.913060 = -2622824.859563
  nChanged 144
		SP:Iteration 34Q (1694.600000 sec): 3 clusters
  Score: Raw -2626143.330616 + Penalty 3285.913060 = -2622857.417556
  nChanged 130
		SP:Iteration 35Q (1694.850000 sec): 3 clusters
  Score: Raw -2626171.709385 + Penalty 3285.913060 = -2622885.796326
  nChanged 128
		SP:Iteration 36Q (1695.150000 sec): 3 clusters
  Score: Raw -2626198.847980 + Penalty 3285.913060 = -2622912.934921
  nChanged 139
		SP:Iteration 37Q (1695.430000 sec): 3 clusters
  Score: Raw -2626230.238217 + Penalty 3285.913060 = -2622944.325157
  nChanged 162
		SP:Iteration 38Q (1695.730000 sec): 3 clusters
  Score: Raw -2626272.350411 + Penalty 3285.913060 = -2622986.437351
  nChanged 180
		SP:Iteration 39Q (1696.030000 sec): 3 clusters
  Score: Raw -2626317.592199 + Penalty 3285.913060 = -2623031.679139
  nChanged 185
		SP:Iteration 40F (1696.350000 sec): 3 clusters
  Score: Raw -2626366.029922 + Penalty 3285.913060 = -2623080.116862
  nChanged 208
		SP:Iteration 41Q (1696.640000 sec): 3 clusters
  Score: Raw -2626420.539876 + Penalty 3285.913060 = -2623134.626817
  nChanged 195
		SP:Iteration 42Q (1696.970000 sec): 3 clusters
  Score: Raw -2626477.075090 + Penalty 3285.913060 = -2623191.162031
  nChanged 210
		SP:Iteration 43Q (1697.270000 sec): 3 clusters
  Score: Raw -2626539.038511 + Penalty 3285.913060 = -2623253.125451
  nChanged 218
		SP:Iteration 44Q (1697.590000 sec): 3 clusters
  Score: Raw -2626612.057917 + Penalty 3285.913060 = -2623326.144857
  nChanged 232
		SP:Iteration 45Q (1697.890000 sec): 3 clusters
  Score: Raw -2626698.998179 + Penalty 3285.913060 = -2623413.085120
  nChanged 258
		SP:Iteration 46Q (1698.180000 sec): 3 clusters
  Score: Raw -2626819.813370 + Penalty 3285.913060 = -2623533.900310
  nChanged 295
		SP:Iteration 47Q (1698.450000 sec): 3 clusters
  Score: Raw -2626989.405258 + Penalty 3285.913060 = -2623703.492199
  nChanged 366
		SP:Iteration 48Q (1698.690000 sec): 3 clusters
  Score: Raw -2627197.883919 + Penalty 3285.913060 = -2623911.970860
  nChanged 379
		SP:Iteration 49Q (1698.970000 sec): 3 clusters
  Score: Raw -2627430.116999 + Penalty 3285.913060 = -2624144.203939
  nChanged 391
		SP:Iteration 50Q (1699.230000 sec): 3 clusters
  Score: Raw -2627689.391186 + Penalty 3285.913060 = -2624403.478126
  nChanged 423
		SP:Iteration 51Q (1699.470000 sec): 3 clusters
  Score: Raw -2627964.322080 + Penalty 3285.913060 = -2624678.409021
  nChanged 414
		SP:Iteration 52Q (1699.730000 sec): 3 clusters
  Score: Raw -2628256.641904 + Penalty 3285.913060 = -2624970.728845
  nChanged 418
		SP:Iteration 53Q (1699.970000 sec): 3 clusters
  Score: Raw -2628534.388696 + Penalty 3285.913060 = -2625248.475636
  nChanged 399
		SP:Iteration 54Q (1700.220000 sec): 3 clusters
  Score: Raw -2628797.587008 + Penalty 3285.913060 = -2625511.673949
  nChanged 375
		SP:Iteration 55Q (1700.490000 sec): 3 clusters
  Score: Raw -2629035.873354 + Penalty 3285.913060 = -2625749.960294
  nChanged 325
		SP:Iteration 56Q (1700.770000 sec): 3 clusters
  Score: Raw -2629250.416356 + Penalty 3285.913060 = -2625964.503297
  nChanged 257
		SP:Iteration 57Q (1701.050000 sec): 3 clusters
  Score: Raw -2629426.295760 + Penalty 3285.913060 = -2626140.382700
  nChanged 284
		SP:Iteration 58Q (1701.350000 sec): 3 clusters
  Score: Raw -2629656.057970 + Penalty 3285.913060 = -2626370.144910
  nChanged 259
		SP:Iteration 59Q (1701.690000 sec): 3 clusters
  Score: Raw -2629935.660035 + Penalty 3285.913060 = -2626649.746975
  nChanged 258
		SP:Iteration 60F (1702.000000 sec): 3 clusters
  Score: Raw -2630363.589344 + Penalty 3285.913060 = -2627077.676285
  nChanged 266
		SP:Iteration 61Q (1702.310000 sec): 3 clusters
  Score: Raw -2630692.354577 + Penalty 3285.913060 = -2627406.441517
  nChanged 206
		SP:Iteration 62Q (1702.570000 sec): 3 clusters
  Score: Raw -2630803.229459 + Penalty 3285.913060 = -2627517.316399
  nChanged 138
		SP:Iteration 63Q (1702.840000 sec): 3 clusters
  Score: Raw -2630843.967509 + Penalty 3285.913060 = -2627558.054449
  nChanged 70
		SP:Iteration 64Q (1703.160000 sec): 3 clusters
  Score: Raw -2630854.191927 + Penalty 3285.913060 = -2627568.278868
  nChanged 36
		SP:Iteration 65Q (1703.430000 sec): 3 clusters
  Score: Raw -2630858.763444 + Penalty 3285.913060 = -2627572.850385
  nChanged 19
		SP:Iteration 66Q (1703.730000 sec): 3 clusters
  Score: Raw -2630861.153347 + Penalty 3285.913060 = -2627575.240288
  nChanged 18
		SP:Iteration 67Q (1704.010000 sec): 3 clusters
  Score: Raw -2630863.531545 + Penalty 3285.913060 = -2627577.618485
  nChanged 10
		SP:Iteration 68Q (1704.320000 sec): 3 clusters
  Score: Raw -2630864.258111 + Penalty 3285.913060 = -2627578.345051
  nChanged 6
		SP:Iteration 69Q (1704.620000 sec): 3 clusters
  Score: Raw -2630864.843500 + Penalty 3285.913060 = -2627578.930440
  nChanged 4
		SP:Iteration 70Q (1704.910000 sec): 3 clusters
  Score: Raw -2630865.192743 + Penalty 3285.913060 = -2627579.279683
  nChanged 4
		SP:Iteration 71Q (1705.230000 sec): 3 clusters
  Score: Raw -2630865.488095 + Penalty 3285.913060 = -2627579.575035
  nChanged 1
		SP:Iteration 72Q (1705.510000 sec): 3 clusters
  Score: Raw -2630865.539868 + Penalty 3285.913060 = -2627579.626808
  nChanged 2
		SP:Iteration 73Q (1705.800000 sec): 3 clusters
  Score: Raw -2630865.661543 + Penalty 3285.913060 = -2627579.748484
  nChanged 2
		SP:Iteration 74Q (1706.090000 sec): 3 clusters
  Score: Raw -2630865.850477 + Penalty 3285.913060 = -2627579.937417
  nChanged 2
		SP:Iteration 75Q (1706.350000 sec): 3 clusters
  Score: Raw -2630866.069323 + Penalty 3285.913060 = -2627580.156264
  nChanged 3
		SP:Iteration 76Q (1706.670000 sec): 3 clusters
  Score: Raw -2630866.326191 + Penalty 3285.913060 = -2627580.413131
  nChanged 2
		SP:Iteration 77Q (1706.940000 sec): 3 clusters
  Score: Raw -2630866.492558 + Penalty 3285.913060 = -2627580.579498
  nChanged 1
		SP:Iteration 78Q (1707.200000 sec): 3 clusters
  Score: Raw -2630866.550115 + Penalty 3285.913060 = -2627580.637056
  nChanged 2
		SP:Iteration 79Q (1707.510000 sec): 3 clusters
  Score: Raw -2630866.801897 + Penalty 3285.913060 = -2627580.888837
  nChanged 3
		SP:Iteration 80F (1707.830000 sec): 3 clusters
  Score: Raw -2630866.988782 + Penalty 3285.913060 = -2627581.075722
  nChanged 1
		SP:Iteration 81Q (1708.110000 sec): 3 clusters
  Score: Raw -2630867.062840 + Penalty 3285.913060 = -2627581.149780
  nChanged 0
		SP:Iteration 82F (1708.420000 sec): 3 clusters
  Score: Raw -2630867.062840 + Penalty 3285.913060 = -2627581.149780
  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 11.19 GB.

 Trying to split cluster 19 (114042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1708.930000 sec): 2 clusters
  Score: Raw -12955898.355729 + Penalty 1892.202338 = -12954006.153391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1709.690000 sec): 3 clusters
  Score: Raw -12881307.855435 + Penalty 3784.404676 = -12877523.450758
  nChanged 54956
		SP:Iteration 1F (1710.430000 sec): 3 clusters
  Score: Raw -12917303.311693 + Penalty 3784.404676 = -12913518.907016
  nChanged 7273
		SP:Iteration 2F (1711.190000 sec): 3 clusters
  Score: Raw -12922654.829338 + Penalty 3784.404676 = -12918870.424661
  nChanged 8688
		SP:Iteration 3F (1711.980000 sec): 3 clusters
  Score: Raw -12930111.324211 + Penalty 3784.404676 = -12926326.919535
  nChanged 9587
		SP:Iteration 4F (1712.700000 sec): 3 clusters
  Score: Raw -12938685.041803 + Penalty 3784.404676 = -12934900.637127
  nChanged 9051
		SP:Iteration 5F (1713.400000 sec): 3 clusters
  Score: Raw -12946322.208495 + Penalty 3784.404676 = -12942537.803819
  nChanged 7426
		SP:Iteration 6F (1714.130000 sec): 3 clusters
  Score: Raw -12951431.514425 + Penalty 3784.404676 = -12947647.109749
  nChanged 5400
		SP:Iteration 7Q (1714.850000 sec): 3 clusters
  Score: Raw -12954404.059486 + Penalty 3784.404676 = -12950619.654810
  nChanged 3831
		SP:Iteration 8Q (1715.620000 sec): 3 clusters
  Score: Raw -12956115.665221 + Penalty 3784.404676 = -12952331.260545
  nChanged 2890
		SP:Iteration 9Q (1716.410000 sec): 3 clusters
  Score: Raw -12957180.016597 + Penalty 3784.404676 = -12953395.611921
  nChanged 2204
		SP:Iteration 10Q (1717.190000 sec): 3 clusters
  Score: Raw -12957839.008402 + Penalty 3784.404676 = -12954054.603725
  nChanged 1723
		SP:Iteration 11Q (1717.960000 sec): 3 clusters
  Score: Raw -12958241.224863 + Penalty 3784.404676 = -12954456.820186
  nChanged 1346
		SP:Iteration 12Q (1718.770000 sec): 3 clusters
  Score: Raw -12958506.987021 + Penalty 3784.404676 = -12954722.582345
  nChanged 1105
		SP:Iteration 13Q (1719.480000 sec): 3 clusters
  Score: Raw -12958695.218761 + Penalty 3784.404676 = -12954910.814085
  nChanged 882
		SP:Iteration 14Q (1720.140000 sec): 3 clusters
  Score: Raw -12958818.337934 + Penalty 3784.404676 = -12955033.933258
  nChanged 678
		SP:Iteration 15Q (1720.840000 sec): 3 clusters
  Score: Raw -12958898.767347 + Penalty 3784.404676 = -12955114.362671
  nChanged 607
		SP:Iteration 16Q (1721.730000 sec): 3 clusters
  Score: Raw -12958959.507128 + Penalty 3784.404676 = -12955175.102452
  nChanged 541
		SP:Iteration 17Q (1722.680000 sec): 3 clusters
  Score: Raw -12959009.286806 + Penalty 3784.404676 = -12955224.882130
  nChanged 488
		SP:Iteration 18Q (1723.530000 sec): 3 clusters
  Score: Raw -12959044.863155 + Penalty 3784.404676 = -12955260.458478
  nChanged 363
		SP:Iteration 19Q (1724.440000 sec): 3 clusters
  Score: Raw -12959067.513234 + Penalty 3784.404676 = -12955283.108558
  nChanged 315
		SP:Iteration 20F (1725.170000 sec): 3 clusters
  Score: Raw -12959084.828763 + Penalty 3784.404676 = -12955300.424087
  nChanged 281
		SP:Iteration 21Q (1725.950000 sec): 3 clusters
  Score: Raw -12959098.517803 + Penalty 3784.404676 = -12955314.113127
  nChanged 227
		SP:Iteration 22Q (1726.730000 sec): 3 clusters
  Score: Raw -12959107.830930 + Penalty 3784.404676 = -12955323.426254
  nChanged 180
		SP:Iteration 23Q (1727.410000 sec): 3 clusters
  Score: Raw -12959114.453716 + Penalty 3784.404676 = -12955330.049040
  nChanged 183
		SP:Iteration 24Q (1728.080000 sec): 3 clusters
  Score: Raw -12959121.421409 + Penalty 3784.404676 = -12955337.016733
  nChanged 169
		SP:Iteration 25Q (1728.760000 sec): 3 clusters
  Score: Raw -12959128.596349 + Penalty 3784.404676 = -12955344.191673
  nChanged 166
		SP:Iteration 26Q (1729.670000 sec): 3 clusters
  Score: Raw -12959135.483531 + Penalty 3784.404676 = -12955351.078855
  nChanged 173
		SP:Iteration 27Q (1730.620000 sec): 3 clusters
  Score: Raw -12959143.472314 + Penalty 3784.404676 = -12955359.067638
  nChanged 187
		SP:Iteration 28Q (1731.580000 sec): 3 clusters
  Score: Raw -12959152.150450 + Penalty 3784.404676 = -12955367.745774
  nChanged 190
		SP:Iteration 29Q (1732.340000 sec): 3 clusters
  Score: Raw -12959161.180168 + Penalty 3784.404676 = -12955376.775492
  nChanged 189
		SP:Iteration 30Q (1733.040000 sec): 3 clusters
  Score: Raw -12959168.915192 + Penalty 3784.404676 = -12955384.510516
  nChanged 186
		SP:Iteration 31Q (1733.750000 sec): 3 clusters
  Score: Raw -12959176.524369 + Penalty 3784.404676 = -12955392.119693
  nChanged 186
		SP:Iteration 32Q (1734.520000 sec): 3 clusters
  Score: Raw -12959183.866155 + Penalty 3784.404676 = -12955399.461479
  nChanged 189
		SP:Iteration 33Q (1735.220000 sec): 3 clusters
  Score: Raw -12959190.314527 + Penalty 3784.404676 = -12955405.909851
  nChanged 181
		SP:Iteration 34Q (1735.910000 sec): 3 clusters
  Score: Raw -12959196.704013 + Penalty 3784.404676 = -12955412.299337
  nChanged 207
		SP:Iteration 35Q (1736.640000 sec): 3 clusters
  Score: Raw -12959204.914663 + Penalty 3784.404676 = -12955420.509986
  nChanged 232
		SP:Iteration 36Q (1737.520000 sec): 3 clusters
  Score: Raw -12959214.849690 + Penalty 3784.404676 = -12955430.445014
  nChanged 242
		SP:Iteration 37Q (1738.380000 sec): 3 clusters
  Score: Raw -12959225.305081 + Penalty 3784.404676 = -12955440.900405
  nChanged 243
		SP:Iteration 38Q (1739.080000 sec): 3 clusters
  Score: Raw -12959237.375609 + Penalty 3784.404676 = -12955452.970933
  nChanged 247
		SP:Iteration 39Q (1739.810000 sec): 3 clusters
  Score: Raw -12959249.982533 + Penalty 3784.404676 = -12955465.577857
  nChanged 260
		SP:Iteration 40F (1740.680000 sec): 3 clusters
  Score: Raw -12959262.765395 + Penalty 3784.404676 = -12955478.360718
  nChanged 261
		SP:Iteration 41Q (1741.560000 sec): 3 clusters
  Score: Raw -12959276.030250 + Penalty 3784.404676 = -12955491.625573
  nChanged 261
		SP:Iteration 42Q (1742.430000 sec): 3 clusters
  Score: Raw -12959289.588706 + Penalty 3784.404676 = -12955505.184030
  nChanged 268
		SP:Iteration 43Q (1743.060000 sec): 3 clusters
  Score: Raw -12959304.180159 + Penalty 3784.404676 = -12955519.775483
  nChanged 294
		SP:Iteration 44Q (1743.650000 sec): 3 clusters
  Score: Raw -12959320.406093 + Penalty 3784.404676 = -12955536.001417
  nChanged 275
		SP:Iteration 45Q (1744.230000 sec): 3 clusters
  Score: Raw -12959336.799945 + Penalty 3784.404676 = -12955552.395268
  nChanged 313
		SP:Iteration 46Q (1744.820000 sec): 3 clusters
  Score: Raw -12959356.432523 + Penalty 3784.404676 = -12955572.027847
  nChanged 313
		SP:Iteration 47Q (1745.550000 sec): 3 clusters
  Score: Raw -12959376.942079 + Penalty 3784.404676 = -12955592.537403
  nChanged 315
		SP:Iteration 48Q (1746.360000 sec): 3 clusters
  Score: Raw -12959395.862371 + Penalty 3784.404676 = -12955611.457695
  nChanged 320
		SP:Iteration 49Q (1747.280000 sec): 3 clusters
  Score: Raw -12959415.525798 + Penalty 3784.404676 = -12955631.121122
  nChanged 349
		SP:Iteration 50Q (1748.190000 sec): 3 clusters
  Score: Raw -12959437.468915 + Penalty 3784.404676 = -12955653.064238
  nChanged 356
		SP:Iteration 51Q (1749.180000 sec): 3 clusters
  Score: Raw -12959460.404242 + Penalty 3784.404676 = -12955675.999566
  nChanged 367
		SP:Iteration 52Q (1750.190000 sec): 3 clusters
  Score: Raw -12959485.567588 + Penalty 3784.404676 = -12955701.162912
  nChanged 386
		SP:Iteration 53Q (1750.940000 sec): 3 clusters
  Score: Raw -12959513.439848 + Penalty 3784.404676 = -12955729.035172
  nChanged 405
		SP:Iteration 54Q (1751.600000 sec): 3 clusters
  Score: Raw -12959545.606237 + Penalty 3784.404676 = -12955761.201561
  nChanged 431
		SP:Iteration 55Q (1752.330000 sec): 3 clusters
  Score: Raw -12959581.120120 + Penalty 3784.404676 = -12955796.715444
  nChanged 460
		SP:Iteration 56Q (1753.100000 sec): 3 clusters
  Score: Raw -12959622.185581 + Penalty 3784.404676 = -12955837.780905
  nChanged 454
		SP:Iteration 57Q (1753.990000 sec): 3 clusters
  Score: Raw -12959664.867233 + Penalty 3784.404676 = -12955880.462557
  nChanged 477
		SP:Iteration 58Q (1754.780000 sec): 3 clusters
  Score: Raw -12959712.006747 + Penalty 3784.404676 = -12955927.602071
  nChanged 503
		SP:Iteration 59Q (1755.750000 sec): 3 clusters
  Score: Raw -12959761.536788 + Penalty 3784.404676 = -12955977.132111
  nChanged 517
		SP:Iteration 60F (1756.720000 sec): 3 clusters
  Score: Raw -12959813.847128 + Penalty 3784.404676 = -12956029.442452
  nChanged 549
		SP:Iteration 61Q (1757.390000 sec): 3 clusters
  Score: Raw -12959874.600027 + Penalty 3784.404676 = -12956090.195351
  nChanged 540
		SP:Iteration 62Q (1758.150000 sec): 3 clusters
  Score: Raw -12959941.974541 + Penalty 3784.404676 = -12956157.569865
  nChanged 611
		SP:Iteration 63Q (1758.830000 sec): 3 clusters
  Score: Raw -12960025.316145 + Penalty 3784.404676 = -12956240.911469
  nChanged 620
		SP:Iteration 64Q (1759.510000 sec): 3 clusters
  Score: Raw -12960117.559581 + Penalty 3784.404676 = -12956333.154905
  nChanged 677
		SP:Iteration 65Q (1760.150000 sec): 3 clusters
  Score: Raw -12960219.969334 + Penalty 3784.404676 = -12956435.564657
  nChanged 657
		SP:Iteration 66Q (1760.820000 sec): 3 clusters
  Score: Raw -12960326.281940 + Penalty 3784.404676 = -12956541.877264
  nChanged 686
		SP:Iteration 67Q (1761.500000 sec): 3 clusters
  Score: Raw -12960445.185727 + Penalty 3784.404676 = -12956660.781051
  nChanged 746
		SP:Iteration 68Q (1762.200000 sec): 3 clusters
  Score: Raw -12960597.550883 + Penalty 3784.404676 = -12956813.146207
  nChanged 794
		SP:Iteration 69Q (1762.910000 sec): 3 clusters
  Score: Raw -12960773.692665 + Penalty 3784.404676 = -12956989.287989
  nChanged 909
		SP:Iteration 70Q (1763.630000 sec): 3 clusters
  Score: Raw -12961000.476115 + Penalty 3784.404676 = -12957216.071439
  nChanged 966
		SP:Iteration 71Q (1764.560000 sec): 3 clusters
  Score: Raw -12961250.143387 + Penalty 3784.404676 = -12957465.738711
  nChanged 990
		SP:Iteration 72Q (1765.280000 sec): 3 clusters
  Score: Raw -12961544.464309 + Penalty 3784.404676 = -12957760.059632
  nChanged 1035
		SP:Iteration 73Q (1766.070000 sec): 3 clusters
  Score: Raw -12961876.265278 + Penalty 3784.404676 = -12958091.860602
  nChanged 1057
		SP:Iteration 74Q (1766.900000 sec): 3 clusters
  Score: Raw -12962216.938756 + Penalty 3784.404676 = -12958432.534080
  nChanged 1050
		SP:Iteration 75Q (1767.620000 sec): 3 clusters
  Score: Raw -12962550.999271 + Penalty 3784.404676 = -12958766.594595
  nChanged 1007
		SP:Iteration 76Q (1768.330000 sec): 3 clusters
  Score: Raw -12962862.895837 + Penalty 3784.404676 = -12959078.491161
  nChanged 990
		SP:Iteration 77Q (1768.980000 sec): 3 clusters
  Score: Raw -12963154.300352 + Penalty 3784.404676 = -12959369.895675
  nChanged 887
		SP:Iteration 78Q (1769.720000 sec): 3 clusters
  Score: Raw -12963388.161805 + Penalty 3784.404676 = -12959603.757129
  nChanged 784
		SP:Iteration 79Q (1770.630000 sec): 3 clusters
  Score: Raw -12963570.966803 + Penalty 3784.404676 = -12959786.562127
  nChanged 730
		SP:Iteration 80F (1771.550000 sec): 3 clusters
  Score: Raw -12963720.402095 + Penalty 3784.404676 = -12959935.997419
  nChanged 680
		SP:Iteration 81Q (1772.260000 sec): 3 clusters
  Score: Raw -12963848.235944 + Penalty 3784.404676 = -12960063.831267
  nChanged 612
		SP:Iteration 82Q (1773.010000 sec): 3 clusters
  Score: Raw -12963955.864149 + Penalty 3784.404676 = -12960171.459472
  nChanged 584
		SP:Iteration 83Q (1773.780000 sec): 3 clusters
  Score: Raw -12964053.521986 + Penalty 3784.404676 = -12960269.117310
  nChanged 506
		SP:Iteration 84Q (1774.620000 sec): 3 clusters
  Score: Raw -12964128.000648 + Penalty 3784.404676 = -12960343.595972
  nChanged 420
		SP:Iteration 85Q (1775.280000 sec): 3 clusters
  Score: Raw -12964180.924287 + Penalty 3784.404676 = -12960396.519611
  nChanged 363
		SP:Iteration 86Q (1775.910000 sec): 3 clusters
  Score: Raw -12964223.440294 + Penalty 3784.404676 = -12960439.035618
  nChanged 318
		SP:Iteration 87Q (1776.570000 sec): 3 clusters
  Score: Raw -12964255.617979 + Penalty 3784.404676 = -12960471.213303
  nChanged 275
		SP:Iteration 88Q (1777.240000 sec): 3 clusters
  Score: Raw -12964281.410618 + Penalty 3784.404676 = -12960497.005942
  nChanged 255
		SP:Iteration 89Q (1778.130000 sec): 3 clusters
  Score: Raw -12964305.600729 + Penalty 3784.404676 = -12960521.196053
  nChanged 254
		SP:Iteration 90Q (1779.050000 sec): 3 clusters
  Score: Raw -12964327.167720 + Penalty 3784.404676 = -12960542.763044
  nChanged 222
		SP:Iteration 91Q (1779.800000 sec): 3 clusters
  Score: Raw -12964344.078139 + Penalty 3784.404676 = -12960559.673463
  nChanged 208
		SP:Iteration 92Q (1780.640000 sec): 3 clusters
  Score: Raw -12964359.403841 + Penalty 3784.404676 = -12960574.999164
  nChanged 195
		SP:Iteration 93Q (1781.420000 sec): 3 clusters
  Score: Raw -12964373.206699 + Penalty 3784.404676 = -12960588.802023
  nChanged 196
		SP:Iteration 94Q (1782.140000 sec): 3 clusters
  Score: Raw -12964386.835096 + Penalty 3784.404676 = -12960602.430419
  nChanged 170
		SP:Iteration 95Q (1782.880000 sec): 3 clusters
  Score: Raw -12964397.338830 + Penalty 3784.404676 = -12960612.934154
  nChanged 140
		SP:Iteration 96Q (1783.590000 sec): 3 clusters
  Score: Raw -12964404.625009 + Penalty 3784.404676 = -12960620.220333
  nChanged 121
		SP:Iteration 97Q (1784.370000 sec): 3 clusters
  Score: Raw -12964410.573215 + Penalty 3784.404676 = -12960626.168538
  nChanged 101
		SP:Iteration 98Q (1785.040000 sec): 3 clusters
  Score: Raw -12964414.908223 + Penalty 3784.404676 = -12960630.503547
  nChanged 81
		SP:Iteration 99Q (1785.670000 sec): 3 clusters
  Score: Raw -12964417.838696 + Penalty 3784.404676 = -12960633.434020
  nChanged 68
		SP:Iteration 100F (1786.400000 sec): 3 clusters
  Score: Raw -12964419.712922 + Penalty 3784.404676 = -12960635.308246
  nChanged 47
		SP:Iteration 101Q (1787.100000 sec): 3 clusters
  Score: Raw -12964420.918702 + Penalty 3784.404676 = -12960636.514026
  nChanged 37
		SP:Iteration 102Q (1787.860000 sec): 3 clusters
  Score: Raw -12964421.875305 + Penalty 3784.404676 = -12960637.470629
  nChanged 38
		SP:Iteration 103Q (1788.640000 sec): 3 clusters
  Score: Raw -12964422.829060 + Penalty 3784.404676 = -12960638.424384
  nChanged 31
		SP:Iteration 104Q (1789.260000 sec): 3 clusters
  Score: Raw -12964423.602657 + Penalty 3784.404676 = -12960639.197981
  nChanged 29
		SP:Iteration 105Q (1790.000000 sec): 3 clusters
  Score: Raw -12964424.273420 + Penalty 3784.404676 = -12960639.868744
  nChanged 20
		SP:Iteration 106Q (1790.720000 sec): 3 clusters
  Score: Raw -12964424.720887 + Penalty 3784.404676 = -12960640.316211
  nChanged 21
		SP:Iteration 107Q (1791.300000 sec): 3 clusters
  Score: Raw -12964425.178018 + Penalty 3784.404676 = -12960640.773341
  nChanged 19
		SP:Iteration 108Q (1791.930000 sec): 3 clusters
  Score: Raw -12964425.587555 + Penalty 3784.404676 = -12960641.182878
  nChanged 17
		SP:Iteration 109Q (1792.600000 sec): 3 clusters
  Score: Raw -12964425.954360 + Penalty 3784.404676 = -12960641.549684
  nChanged 21
		SP:Iteration 110Q (1793.520000 sec): 3 clusters
  Score: Raw -12964426.428772 + Penalty 3784.404676 = -12960642.024096
  nChanged 10
		SP:Iteration 111Q (1794.460000 sec): 3 clusters
  Score: Raw -12964426.569525 + Penalty 3784.404676 = -12960642.164849
  nChanged 9
		SP:Iteration 112Q (1795.310000 sec): 3 clusters
  Score: Raw -12964426.735232 + Penalty 3784.404676 = -12960642.330556
  nChanged 10
		SP:Iteration 113Q (1796.150000 sec): 3 clusters
  Score: Raw -12964426.927375 + Penalty 3784.404676 = -12960642.522698
  nChanged 12
		SP:Iteration 114Q (1796.900000 sec): 3 clusters
  Score: Raw -12964427.088138 + Penalty 3784.404676 = -12960642.683462
  nChanged 8
		SP:Iteration 115Q (1797.840000 sec): 3 clusters
  Score: Raw -12964427.212032 + Penalty 3784.404676 = -12960642.807356
  nChanged 5
		SP:Iteration 116Q (1798.600000 sec): 3 clusters
  Score: Raw -12964427.294175 + Penalty 3784.404676 = -12960642.889499
  nChanged 4
		SP:Iteration 117Q (1799.220000 sec): 3 clusters
  Score: Raw -12964427.346774 + Penalty 3784.404676 = -12960642.942098
  nChanged 5
		SP:Iteration 118Q (1799.780000 sec): 3 clusters
  Score: Raw -12964427.421877 + Penalty 3784.404676 = -12960643.017201
  nChanged 7
		SP:Iteration 119Q (1800.370000 sec): 3 clusters
  Score: Raw -12964427.531883 + Penalty 3784.404676 = -12960643.127206
  nChanged 9
		SP:Iteration 120F (1801.020000 sec): 3 clusters
  Score: Raw -12964427.672235 + Penalty 3784.404676 = -12960643.267559
  nChanged 8
		SP:Iteration 121Q (1801.830000 sec): 3 clusters
  Score: Raw -12964427.752877 + Penalty 3784.404676 = -12960643.348201
  nChanged 5
		SP:Iteration 122Q (1802.760000 sec): 3 clusters
  Score: Raw -12964427.808797 + Penalty 3784.404676 = -12960643.404121
  nChanged 3
		SP:Iteration 123Q (1803.480000 sec): 3 clusters
  Score: Raw -12964427.864510 + Penalty 3784.404676 = -12960643.459834
  nChanged 1
		SP:Iteration 124Q (1804.200000 sec): 3 clusters
  Score: Raw -12964427.888497 + Penalty 3784.404676 = -12960643.483821
  nChanged 3
		SP:Iteration 125Q (1804.910000 sec): 3 clusters
  Score: Raw -12964427.930268 + Penalty 3784.404676 = -12960643.525592
  nChanged 3
		SP:Iteration 126Q (1805.690000 sec): 3 clusters
  Score: Raw -12964427.986584 + Penalty 3784.404676 = -12960643.581907
  nChanged 1
		SP:Iteration 127Q (1806.630000 sec): 3 clusters
  Score: Raw -12964428.002669 + Penalty 3784.404676 = -12960643.597993
  nChanged 3
		SP:Iteration 128Q (1807.310000 sec): 3 clusters
  Score: Raw -12964428.062455 + Penalty 3784.404676 = -12960643.657779
  nChanged 4
		SP:Iteration 129Q (1808.060000 sec): 3 clusters
  Score: Raw -12964428.124352 + Penalty 3784.404676 = -12960643.719675
  nChanged 4
		SP:Iteration 130Q (1808.790000 sec): 3 clusters
  Score: Raw -12964428.179540 + Penalty 3784.404676 = -12960643.774864
  nChanged 0
		SP:Iteration 131F (1809.500000 sec): 3 clusters
  Score: Raw -12964428.179540 + Penalty 3784.404676 = -12960643.774864
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Iteration 20F (1911.070000 sec): 32 clusters
  Score: Raw -168763138.192877 + Penalty 71812.007196 = -168691326.185681
  nChanged 82876
Iteration 21F (2012.820000 sec): 32 clusters
  Score: Raw -168795199.361310 + Penalty 71812.007196 = -168723387.354114
  nChanged 44733
Iteration 22Q (2080.080000 sec): 32 clusters
  Score: Raw -168810427.891025 + Penalty 71812.007196 = -168738615.883829
  nChanged 34766
Iteration 23Q (2147.270000 sec): 32 clusters
  Score: Raw -168820464.378577 + Penalty 71812.007196 = -168748652.371380
  nChanged 29383
Iteration 24Q (2214.010000 sec): 32 clusters
  Score: Raw -168827936.336169 + Penalty 71812.007196 = -168756124.328972
  nChanged 25620
Iteration 25Q (2264.100000 sec): 32 clusters
  Score: Raw -168833814.382613 + Penalty 71812.007196 = -168762002.375417
  nChanged 22794
Iteration 26Q (2321.660000 sec): 32 clusters
  Score: Raw -168838621.923702 + Penalty 71812.007196 = -168766809.916506
  nChanged 20361
Iteration 27Q (2382.320000 sec): 32 clusters
  Score: Raw -168842553.825806 + Penalty 71812.007196 = -168770741.818610
  nChanged 18521
Iteration 28Q (2438.580000 sec): 32 clusters
  Score: Raw -168845877.967998 + Penalty 71812.007196 = -168774065.960802
  nChanged 16736
Iteration 29Q (2482.950000 sec): 32 clusters
  Score: Raw -168848632.634214 + Penalty 71812.007196 = -168776820.627018
  nChanged 15111
Iteration 30Q (2533.130000 sec): 32 clusters
  Score: Raw -168850951.806609 + Penalty 71812.007196 = -168779139.799413
  nChanged 13737
Iteration 31Q (2583.420000 sec): 32 clusters
  Score: Raw -168852916.281811 + Penalty 71812.007196 = -168781104.274615
  nChanged 12815
Iteration 32Q (2633.730000 sec): 32 clusters
  Score: Raw -168854652.638348 + Penalty 71812.007196 = -168782840.631151
  nChanged 11882
Iteration 33Q (2685.720000 sec): 32 clusters
  Score: Raw -168856209.327133 + Penalty 71812.007196 = -168784397.319937
  nChanged 10977
Iteration 34Q (2735.670000 sec): 32 clusters
  Score: Raw -168857589.868210 + Penalty 71812.007196 = -168785777.861014
  nChanged 10223
Iteration 35Q (2793.380000 sec): 32 clusters
  Score: Raw -168858845.031948 + Penalty 71812.007196 = -168787033.024752
  nChanged 9646
Iteration 36Q (2846.320000 sec): 32 clusters
  Score: Raw -168860018.923885 + Penalty 71812.007196 = -168788206.916689
  nChanged 9132
Iteration 37Q (2898.300000 sec): 32 clusters
  Score: Raw -168861077.898059 + Penalty 71812.007196 = -168789265.890862
  nChanged 8828
Iteration 38Q (2948.390000 sec): 32 clusters
  Score: Raw -168862118.884487 + Penalty 71812.007196 = -168790306.877290
  nChanged 8615
Iteration 39Q (3002.170000 sec): 32 clusters
  Score: Raw -168863148.162169 + Penalty 71812.007196 = -168791336.154972
  nChanged 8360
Iteration 40F (3086.440000 sec): 32 clusters
  Score: Raw -168865106.842486 + Penalty 71812.007196 = -168793294.835289
  nChanged 8655
Iteration 41Q (3139.990000 sec): 32 clusters
  Score: Raw -168867024.651497 + Penalty 71812.007196 = -168795212.644300
  nChanged 8875
Iteration 42Q (3193.950000 sec): 32 clusters
  Score: Raw -168868461.172263 + Penalty 71812.007196 = -168796649.165067
  nChanged 8790
Iteration 43Q (3249.270000 sec): 32 clusters
  Score: Raw -168869768.175041 + Penalty 71812.007196 = -168797956.167845
  nChanged 8788
Iteration 44Q (3300.620000 sec): 32 clusters
  Score: Raw -168870942.845496 + Penalty 71812.007196 = -168799130.838300
  nChanged 8583
Iteration 45Q (3357.370000 sec): 32 clusters
  Score: Raw -168871995.739636 + Penalty 71812.007196 = -168800183.732439
  nChanged 8508
Iteration 46Q (3408.480000 sec): 32 clusters
  Score: Raw -168872996.742743 + Penalty 71812.007196 = -168801184.735547
  nChanged 8288
Iteration 47Q (3459.380000 sec): 32 clusters
  Score: Raw -168873926.591719 + Penalty 71812.007196 = -168802114.584523
  nChanged 8119
Iteration 48Q (3512.350000 sec): 32 clusters
  Score: Raw -168874817.563273 + Penalty 71812.007196 = -168803005.556077
  nChanged 8012
Iteration 49Q (3564.890000 sec): 32 clusters
  Score: Raw -168875628.525562 + Penalty 71812.007196 = -168803816.518366
  nChanged 7645
Iteration 50Q (3612.630000 sec): 32 clusters
  Score: Raw -168876373.417122 + Penalty 71812.007196 = -168804561.409925
  nChanged 7471
Iteration 51Q (3662.590000 sec): 32 clusters
  Score: Raw -168877070.787571 + Penalty 71812.007196 = -168805258.780374
  nChanged 7245
Iteration 52Q (3713.110000 sec): 32 clusters
  Score: Raw -168877748.393866 + Penalty 71812.007196 = -168805936.386669
  nChanged 7143
Iteration 53Q (3766.440000 sec): 32 clusters
  Score: Raw -168878406.396024 + Penalty 71812.007196 = -168806594.388828
  nChanged 7018
Iteration 54Q (3817.930000 sec): 32 clusters
  Score: Raw -168879064.393458 + Penalty 71812.007196 = -168807252.386262
  nChanged 7014
Iteration 55Q (3869.770000 sec): 32 clusters
  Score: Raw -168879709.379449 + Penalty 71812.007196 = -168807897.372253
  nChanged 7069
Iteration 56Q (3919.960000 sec): 32 clusters
  Score: Raw -168880355.899664 + Penalty 71812.007196 = -168808543.892467
  nChanged 6950
Iteration 57Q (3971.360000 sec): 32 clusters
  Score: Raw -168880977.482275 + Penalty 71812.007196 = -168809165.475079
  nChanged 6701
Iteration 58Q (4024.060000 sec): 32 clusters
  Score: Raw -168881602.653545 + Penalty 71812.007196 = -168809790.646348
  nChanged 6845
Writing temp clu file 
Because OldScore, -168809165.475079, is greater than current (better) Score,-168809790.646348 
 Compute initial score before splitting:   Score: Raw -168881602.653545 + Penalty 71812.007196 = -168809790.646348
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (27936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4024.790000 sec): 2 clusters
  Score: Raw -2684106.983672 + Penalty 1663.621612 = -2682443.362060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4025.130000 sec): 3 clusters
  Score: Raw -2667013.321513 + Penalty 3327.243224 = -2663686.078288
  nChanged 12937
		SP:Iteration 1F (4025.460000 sec): 3 clusters
  Score: Raw -2674810.620165 + Penalty 3327.243224 = -2671483.376941
  nChanged 1901
		SP:Iteration 2F (4025.810000 sec): 3 clusters
  Score: Raw -2676077.757506 + Penalty 3327.243224 = -2672750.514282
  nChanged 2029
		SP:Iteration 3F (4026.130000 sec): 3 clusters
  Score: Raw -2677668.076081 + Penalty 3327.243224 = -2674340.832857
  nChanged 2248
		SP:Iteration 4F (4026.520000 sec): 3 clusters
  Score: Raw -2679632.435612 + Penalty 3327.243224 = -2676305.192388
  nChanged 2258
		SP:Iteration 5F (4026.840000 sec): 3 clusters
  Score: Raw -2681419.117370 + Penalty 3327.243224 = -2678091.874146
  nChanged 1846
		SP:Iteration 6F (4027.180000 sec): 3 clusters
  Score: Raw -2682594.326327 + Penalty 3327.243224 = -2679267.083103
  nChanged 1359
		SP:Iteration 7Q (4027.550000 sec): 3 clusters
  Score: Raw -2683337.337357 + Penalty 3327.243224 = -2680010.094133
  nChanged 1083
		SP:Iteration 8Q (4027.910000 sec): 3 clusters
  Score: Raw -2683880.519258 + Penalty 3327.243224 = -2680553.276034
  nChanged 875
		SP:Iteration 9Q (4028.240000 sec): 3 clusters
  Score: Raw -2684331.138942 + Penalty 3327.243224 = -2681003.895718
  nChanged 871
		SP:Iteration 10Q (4028.570000 sec): 3 clusters
  Score: Raw -2684869.773933 + Penalty 3327.243224 = -2681542.530709
  nChanged 882
		SP:Iteration 11Q (4028.880000 sec): 3 clusters
  Score: Raw -2685523.312261 + Penalty 3327.243224 = -2682196.069037
  nChanged 927
		SP:Iteration 12Q (4029.220000 sec): 3 clusters
  Score: Raw -2686304.029641 + Penalty 3327.243224 = -2682976.786417
  nChanged 923
		SP:Iteration 13Q (4029.570000 sec): 3 clusters
  Score: Raw -2687179.433892 + Penalty 3327.243224 = -2683852.190668
  nChanged 761
		SP:Iteration 14Q (4029.940000 sec): 3 clusters
  Score: Raw -2687879.481127 + Penalty 3327.243224 = -2684552.237903
  nChanged 537
		SP:Iteration 15Q (4030.290000 sec): 3 clusters
  Score: Raw -2688293.455715 + Penalty 3327.243224 = -2684966.212491
  nChanged 317
		SP:Iteration 16Q (4030.620000 sec): 3 clusters
  Score: Raw -2688490.036296 + Penalty 3327.243224 = -2685162.793072
  nChanged 197
		SP:Iteration 17Q (4031.000000 sec): 3 clusters
  Score: Raw -2688592.813638 + Penalty 3327.243224 = -2685265.570413
  nChanged 122
		SP:Iteration 18Q (4031.310000 sec): 3 clusters
  Score: Raw -2688640.550339 + Penalty 3327.243224 = -2685313.307115
  nChanged 79
		SP:Iteration 19Q (4031.690000 sec): 3 clusters
  Score: Raw -2688668.413771 + Penalty 3327.243224 = -2685341.170547
  nChanged 41
		SP:Iteration 20F (4032.010000 sec): 3 clusters
  Score: Raw -2688703.807878 + Penalty 3327.243224 = -2685376.564654
  nChanged 48
		SP:Iteration 21Q (4032.390000 sec): 3 clusters
  Score: Raw -2688718.348908 + Penalty 3327.243224 = -2685391.105684
  nChanged 36
		SP:Iteration 22Q (4032.670000 sec): 3 clusters
  Score: Raw -2688724.641106 + Penalty 3327.243224 = -2685397.397882
  nChanged 20
		SP:Iteration 23Q (4033.050000 sec): 3 clusters
  Score: Raw -2688727.452816 + Penalty 3327.243224 = -2685400.209592
  nChanged 19
		SP:Iteration 24Q (4033.350000 sec): 3 clusters
  Score: Raw -2688731.694501 + Penalty 3327.243224 = -2685404.451277
  nChanged 10
		SP:Iteration 25Q (4033.700000 sec): 3 clusters
  Score: Raw -2688733.350156 + Penalty 3327.243224 = -2685406.106932
  nChanged 10
		SP:Iteration 26Q (4034.090000 sec): 3 clusters
  Score: Raw -2688734.776235 + Penalty 3327.243224 = -2685407.533011
  nChanged 7
		SP:Iteration 27Q (4034.410000 sec): 3 clusters
  Score: Raw -2688735.664203 + Penalty 3327.243224 = -2685408.420979
  nChanged 1
		SP:Iteration 28Q (4034.700000 sec): 3 clusters
  Score: Raw -2688735.816395 + Penalty 3327.243224 = -2685408.573171
  nChanged 0
		SP:Iteration 29F (4034.970000 sec): 3 clusters
  Score: Raw -2688735.816395 + Penalty 3327.243224 = -2685408.573171
  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 11.19 GB.

 Trying to split cluster 2 (90136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4035.540000 sec): 2 clusters
  Score: Raw -9922911.624481 + Penalty 1853.974674 = -9921057.649807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4036.140000 sec): 3 clusters
  Score: Raw -9864429.885953 + Penalty 3707.949349 = -9860721.936604
  nChanged 43158
		SP:Iteration 1F (4036.780000 sec): 3 clusters
  Score: Raw -9890131.648853 + Penalty 3707.949349 = -9886423.699504
  nChanged 4257
		SP:Iteration 2Q (4037.540000 sec): 3 clusters
  Score: Raw -9891794.806872 + Penalty 3707.949349 = -9888086.857523
  nChanged 4556
		SP:Iteration 3F (4038.160000 sec): 3 clusters
  Score: Raw -9893780.694925 + Penalty 3707.949349 = -9890072.745576
  nChanged 4778
		SP:Iteration 4F (4038.810000 sec): 3 clusters
  Score: Raw -9896031.802474 + Penalty 3707.949349 = -9892323.853125
  nChanged 4842
		SP:Iteration 5F (4039.450000 sec): 3 clusters
  Score: Raw -9898450.140483 + Penalty 3707.949349 = -9894742.191134
  nChanged 4812
		SP:Iteration 6F (4040.040000 sec): 3 clusters
  Score: Raw -9900859.298992 + Penalty 3707.949349 = -9897151.349643
  nChanged 4551
		SP:Iteration 7F (4040.690000 sec): 3 clusters
  Score: Raw -9903073.522700 + Penalty 3707.949349 = -9899365.573351
  nChanged 4323
		SP:Iteration 8Q (4041.400000 sec): 3 clusters
  Score: Raw -9905099.236820 + Penalty 3707.949349 = -9901391.287471
  nChanged 4145
		SP:Iteration 9Q (4042.050000 sec): 3 clusters
  Score: Raw -9907026.669270 + Penalty 3707.949349 = -9903318.719921
  nChanged 3900
		SP:Iteration 10Q (4042.650000 sec): 3 clusters
  Score: Raw -9908833.007880 + Penalty 3707.949349 = -9905125.058531
  nChanged 3674
		SP:Iteration 11Q (4043.310000 sec): 3 clusters
  Score: Raw -9910552.211425 + Penalty 3707.949349 = -9906844.262076
  nChanged 3346
		SP:Iteration 12Q (4043.970000 sec): 3 clusters
  Score: Raw -9912177.449374 + Penalty 3707.949349 = -9908469.500025
  nChanged 3036
		SP:Iteration 13Q (4044.550000 sec): 3 clusters
  Score: Raw -9913649.898833 + Penalty 3707.949349 = -9909941.949484
  nChanged 2699
		SP:Iteration 14Q (4045.170000 sec): 3 clusters
  Score: Raw -9914947.837091 + Penalty 3707.949349 = -9911239.887742
  nChanged 2388
		SP:Iteration 15Q (4045.730000 sec): 3 clusters
  Score: Raw -9916104.816174 + Penalty 3707.949349 = -9912396.866825
  nChanged 2075
		SP:Iteration 16Q (4046.350000 sec): 3 clusters
  Score: Raw -9917156.287358 + Penalty 3707.949349 = -9913448.338009
  nChanged 1925
		SP:Iteration 17Q (4046.970000 sec): 3 clusters
  Score: Raw -9918172.434621 + Penalty 3707.949349 = -9914464.485272
  nChanged 1707
		SP:Iteration 18Q (4047.590000 sec): 3 clusters
  Score: Raw -9919063.134371 + Penalty 3707.949349 = -9915355.185022
  nChanged 1531
		SP:Iteration 19Q (4048.170000 sec): 3 clusters
  Score: Raw -9919821.867989 + Penalty 3707.949349 = -9916113.918640
  nChanged 1369
		SP:Iteration 20F (4048.780000 sec): 3 clusters
  Score: Raw -9920461.208581 + Penalty 3707.949349 = -9916753.259233
  nChanged 1242
		SP:Iteration 21Q (4049.370000 sec): 3 clusters
  Score: Raw -9921002.923000 + Penalty 3707.949349 = -9917294.973651
  nChanged 1102
		SP:Iteration 22Q (4049.920000 sec): 3 clusters
  Score: Raw -9921444.417732 + Penalty 3707.949349 = -9917736.468383
  nChanged 974
		SP:Iteration 23Q (4050.570000 sec): 3 clusters
  Score: Raw -9921817.799522 + Penalty 3707.949349 = -9918109.850173
  nChanged 868
		SP:Iteration 24Q (4051.150000 sec): 3 clusters
  Score: Raw -9922162.171459 + Penalty 3707.949349 = -9918454.222110
  nChanged 786
		SP:Iteration 25Q (4051.790000 sec): 3 clusters
  Score: Raw -9922460.806882 + Penalty 3707.949349 = -9918752.857533
  nChanged 709
		SP:Iteration 26Q (4052.370000 sec): 3 clusters
  Score: Raw -9922706.179249 + Penalty 3707.949349 = -9918998.229900
  nChanged 580
		SP:Iteration 27Q (4052.950000 sec): 3 clusters
  Score: Raw -9922904.206103 + Penalty 3707.949349 = -9919196.256754
  nChanged 532
		SP:Iteration 28Q (4053.510000 sec): 3 clusters
  Score: Raw -9923076.818412 + Penalty 3707.949349 = -9919368.869063
  nChanged 473
		SP:Iteration 29Q (4054.060000 sec): 3 clusters
  Score: Raw -9923230.997405 + Penalty 3707.949349 = -9919523.048056
  nChanged 459
		SP:Iteration 30Q (4054.590000 sec): 3 clusters
  Score: Raw -9923376.197914 + Penalty 3707.949349 = -9919668.248565
  nChanged 400
		SP:Iteration 31Q (4055.140000 sec): 3 clusters
  Score: Raw -9923486.398249 + Penalty 3707.949349 = -9919778.448900
  nChanged 331
		SP:Iteration 32Q (4055.700000 sec): 3 clusters
  Score: Raw -9923569.026734 + Penalty 3707.949349 = -9919861.077385
  nChanged 299
		SP:Iteration 33Q (4056.240000 sec): 3 clusters
  Score: Raw -9923648.520988 + Penalty 3707.949349 = -9919940.571639
  nChanged 311
		SP:Iteration 34Q (4056.750000 sec): 3 clusters
  Score: Raw -9923737.221945 + Penalty 3707.949349 = -9920029.272596
  nChanged 281
		SP:Iteration 35Q (4057.310000 sec): 3 clusters
  Score: Raw -9923815.442051 + Penalty 3707.949349 = -9920107.492702
  nChanged 255
		SP:Iteration 36Q (4057.830000 sec): 3 clusters
  Score: Raw -9923882.260511 + Penalty 3707.949349 = -9920174.311162
  nChanged 216
		SP:Iteration 37Q (4058.330000 sec): 3 clusters
  Score: Raw -9923941.369309 + Penalty 3707.949349 = -9920233.419960
  nChanged 216
		SP:Iteration 38Q (4058.910000 sec): 3 clusters
  Score: Raw -9924002.280793 + Penalty 3707.949349 = -9920294.331444
  nChanged 192
		SP:Iteration 39Q (4059.520000 sec): 3 clusters
  Score: Raw -9924053.251326 + Penalty 3707.949349 = -9920345.301977
  nChanged 175
		SP:Iteration 40F (4060.150000 sec): 3 clusters
  Score: Raw -9924094.408214 + Penalty 3707.949349 = -9920386.458865
  nChanged 160
		SP:Iteration 41Q (4060.760000 sec): 3 clusters
  Score: Raw -9924128.050345 + Penalty 3707.949349 = -9920420.100996
  nChanged 122
		SP:Iteration 42Q (4061.380000 sec): 3 clusters
  Score: Raw -9924149.967252 + Penalty 3707.949349 = -9920442.017903
  nChanged 119
		SP:Iteration 43Q (4061.990000 sec): 3 clusters
  Score: Raw -9924173.967645 + Penalty 3707.949349 = -9920466.018296
  nChanged 107
		SP:Iteration 44Q (4062.610000 sec): 3 clusters
  Score: Raw -9924192.902153 + Penalty 3707.949349 = -9920484.952804
  nChanged 103
		SP:Iteration 45Q (4063.240000 sec): 3 clusters
  Score: Raw -9924213.194512 + Penalty 3707.949349 = -9920505.245163
  nChanged 89
		SP:Iteration 46Q (4063.760000 sec): 3 clusters
  Score: Raw -9924229.762581 + Penalty 3707.949349 = -9920521.813232
  nChanged 84
		SP:Iteration 47Q (4064.240000 sec): 3 clusters
  Score: Raw -9924248.541029 + Penalty 3707.949349 = -9920540.591680
  nChanged 84
		SP:Iteration 48Q (4064.770000 sec): 3 clusters
  Score: Raw -9924263.820906 + Penalty 3707.949349 = -9920555.871557
  nChanged 66
		SP:Iteration 49Q (4065.370000 sec): 3 clusters
  Score: Raw -9924274.061580 + Penalty 3707.949349 = -9920566.112231
  nChanged 51
		SP:Iteration 50Q (4065.930000 sec): 3 clusters
  Score: Raw -9924281.527992 + Penalty 3707.949349 = -9920573.578643
  nChanged 40
		SP:Iteration 51Q (4066.500000 sec): 3 clusters
  Score: Raw -9924288.913555 + Penalty 3707.949349 = -9920580.964206
  nChanged 50
		SP:Iteration 52Q (4067.100000 sec): 3 clusters
  Score: Raw -9924295.529703 + Penalty 3707.949349 = -9920587.580354
  nChanged 29
		SP:Iteration 53Q (4067.660000 sec): 3 clusters
  Score: Raw -9924299.511684 + Penalty 3707.949349 = -9920591.562335
  nChanged 23
		SP:Iteration 54Q (4068.230000 sec): 3 clusters
  Score: Raw -9924302.415619 + Penalty 3707.949349 = -9920594.466270
  nChanged 20
		SP:Iteration 55Q (4068.750000 sec): 3 clusters
  Score: Raw -9924304.706937 + Penalty 3707.949349 = -9920596.757588
  nChanged 22
		SP:Iteration 56Q (4069.300000 sec): 3 clusters
  Score: Raw -9924307.035773 + Penalty 3707.949349 = -9920599.086424
  nChanged 20
		SP:Iteration 57Q (4069.960000 sec): 3 clusters
  Score: Raw -9924309.477653 + Penalty 3707.949349 = -9920601.528304
  nChanged 16
		SP:Iteration 58Q (4070.540000 sec): 3 clusters
  Score: Raw -9924311.323234 + Penalty 3707.949349 = -9920603.373885
  nChanged 9
		SP:Iteration 59Q (4071.160000 sec): 3 clusters
  Score: Raw -9924312.116837 + Penalty 3707.949349 = -9920604.167488
  nChanged 6
		SP:Iteration 60F (4071.780000 sec): 3 clusters
  Score: Raw -9924312.748545 + Penalty 3707.949349 = -9920604.799196
  nChanged 10
		SP:Iteration 61Q (4072.420000 sec): 3 clusters
  Score: Raw -9924314.328465 + Penalty 3707.949349 = -9920606.379116
  nChanged 10
		SP:Iteration 62Q (4073.110000 sec): 3 clusters
  Score: Raw -9924315.395040 + Penalty 3707.949349 = -9920607.445691
  nChanged 8
		SP:Iteration 63Q (4073.700000 sec): 3 clusters
  Score: Raw -9924316.539649 + Penalty 3707.949349 = -9920608.590300
  nChanged 8
		SP:Iteration 64Q (4074.350000 sec): 3 clusters
  Score: Raw -9924317.731434 + Penalty 3707.949349 = -9920609.782085
  nChanged 9
		SP:Iteration 65Q (4074.990000 sec): 3 clusters
  Score: Raw -9924318.556082 + Penalty 3707.949349 = -9920610.606733
  nChanged 9
		SP:Iteration 66Q (4075.600000 sec): 3 clusters
  Score: Raw -9924319.760663 + Penalty 3707.949349 = -9920611.811315
  nChanged 7
		SP:Iteration 67Q (4076.170000 sec): 3 clusters
  Score: Raw -9924320.520291 + Penalty 3707.949349 = -9920612.570942
  nChanged 5
		SP:Iteration 68Q (4076.790000 sec): 3 clusters
  Score: Raw -9924320.888604 + Penalty 3707.949349 = -9920612.939255
  nChanged 5
		SP:Iteration 69Q (4077.390000 sec): 3 clusters
  Score: Raw -9924321.378758 + Penalty 3707.949349 = -9920613.429409
  nChanged 8
		SP:Iteration 70Q (4077.980000 sec): 3 clusters
  Score: Raw -9924322.095527 + Penalty 3707.949349 = -9920614.146178
  nChanged 10
		SP:Iteration 71Q (4078.590000 sec): 3 clusters
  Score: Raw -9924323.191415 + Penalty 3707.949349 = -9920615.242066
  nChanged 2
		SP:Iteration 72Q (4079.140000 sec): 3 clusters
  Score: Raw -9924323.371186 + Penalty 3707.949349 = -9920615.421837
  nChanged 5
		SP:Iteration 73Q (4079.660000 sec): 3 clusters
  Score: Raw -9924323.781626 + Penalty 3707.949349 = -9920615.832277
  nChanged 7
		SP:Iteration 74Q (4080.290000 sec): 3 clusters
  Score: Raw -9924324.282787 + Penalty 3707.949349 = -9920616.333438
  nChanged 5
		SP:Iteration 75Q (4080.880000 sec): 3 clusters
  Score: Raw -9924324.871827 + Penalty 3707.949349 = -9920616.922478
  nChanged 5
		SP:Iteration 76Q (4081.350000 sec): 3 clusters
  Score: Raw -9924325.432779 + Penalty 3707.949349 = -9920617.483430
  nChanged 7
		SP:Iteration 77Q (4081.840000 sec): 3 clusters
  Score: Raw -9924326.469991 + Penalty 3707.949349 = -9920618.520642
  nChanged 8
		SP:Iteration 78Q (4082.300000 sec): 3 clusters
  Score: Raw -9924327.433997 + Penalty 3707.949349 = -9920619.484649
  nChanged 9
		SP:Iteration 79Q (4082.910000 sec): 3 clusters
  Score: Raw -9924328.288736 + Penalty 3707.949349 = -9920620.339387
  nChanged 6
		SP:Iteration 80F (4083.470000 sec): 3 clusters
  Score: Raw -9924328.663588 + Penalty 3707.949349 = -9920620.714239
  nChanged 5
		SP:Iteration 81Q (4084.120000 sec): 3 clusters
  Score: Raw -9924329.243703 + Penalty 3707.949349 = -9920621.294354
  nChanged 3
		SP:Iteration 82Q (4084.750000 sec): 3 clusters
  Score: Raw -9924329.535923 + Penalty 3707.949349 = -9920621.586574
  nChanged 2
		SP:Iteration 83Q (4085.350000 sec): 3 clusters
  Score: Raw -9924329.680906 + Penalty 3707.949349 = -9920621.731557
  nChanged 2
		SP:Iteration 84Q (4085.960000 sec): 3 clusters
  Score: Raw -9924329.849030 + Penalty 3707.949349 = -9920621.899682
  nChanged 0
		SP:Iteration 85F (4086.630000 sec): 3 clusters
  Score: Raw -9924329.849030 + Penalty 3707.949349 = -9920621.899682
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (24226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4086.840000 sec): 2 clusters
  Score: Raw -2639368.722171 + Penalty 1640.467029 = -2637728.255142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4087.140000 sec): 3 clusters
  Score: Raw -2624653.116653 + Penalty 3280.934058 = -2621372.182595
  nChanged 10995
		SP:Iteration 1F (4087.430000 sec): 3 clusters
  Score: Raw -2630755.145570 + Penalty 3280.934058 = -2627474.211512
  nChanged 1307
		SP:Iteration 2F (4087.810000 sec): 3 clusters
  Score: Raw -2631242.595792 + Penalty 3280.934058 = -2627961.661734
  nChanged 1187
		SP:Iteration 3Q (4088.120000 sec): 3 clusters
  Score: Raw -2631747.295713 + Penalty 3280.934058 = -2628466.361655
  nChanged 1251
		SP:Iteration 4F (4088.470000 sec): 3 clusters
  Score: Raw -2632313.373859 + Penalty 3280.934058 = -2629032.439801
  nChanged 1217
		SP:Iteration 5F (4088.870000 sec): 3 clusters
  Score: Raw -2632900.835912 + Penalty 3280.934058 = -2629619.901855
  nChanged 1231
		SP:Iteration 6F (4089.160000 sec): 3 clusters
  Score: Raw -2633573.051596 + Penalty 3280.934058 = -2630292.117538
  nChanged 1226
		SP:Iteration 7F (4089.500000 sec): 3 clusters
  Score: Raw -2634337.202695 + Penalty 3280.934058 = -2631056.268637
  nChanged 1262
		SP:Iteration 8F (4089.780000 sec): 3 clusters
  Score: Raw -2635246.367220 + Penalty 3280.934058 = -2631965.433162
  nChanged 1274
		SP:Iteration 9F (4090.100000 sec): 3 clusters
  Score: Raw -2636204.890380 + Penalty 3280.934058 = -2632923.956323
  nChanged 1146
		SP:Iteration 10Q (4090.400000 sec): 3 clusters
  Score: Raw -2637024.171299 + Penalty 3280.934058 = -2633743.237241
  nChanged 933
		SP:Iteration 11Q (4090.710000 sec): 3 clusters
  Score: Raw -2637647.693272 + Penalty 3280.934058 = -2634366.759214
  nChanged 803
		SP:Iteration 12Q (4090.990000 sec): 3 clusters
  Score: Raw -2638098.270472 + Penalty 3280.934058 = -2634817.336414
  nChanged 566
		SP:Iteration 13Q (4091.300000 sec): 3 clusters
  Score: Raw -2638355.838989 + Penalty 3280.934058 = -2635074.904931
  nChanged 415
		SP:Iteration 14Q (4091.580000 sec): 3 clusters
  Score: Raw -2638514.640468 + Penalty 3280.934058 = -2635233.706410
  nChanged 307
		SP:Iteration 15Q (4091.940000 sec): 3 clusters
  Score: Raw -2638625.142230 + Penalty 3280.934058 = -2635344.208173
  nChanged 261
		SP:Iteration 16Q (4092.270000 sec): 3 clusters
  Score: Raw -2638702.818198 + Penalty 3280.934058 = -2635421.884141
  nChanged 217
		SP:Iteration 17Q (4092.620000 sec): 3 clusters
  Score: Raw -2638762.792383 + Penalty 3280.934058 = -2635481.858325
  nChanged 187
		SP:Iteration 18Q (4092.990000 sec): 3 clusters
  Score: Raw -2638814.332438 + Penalty 3280.934058 = -2635533.398380
  nChanged 170
		SP:Iteration 19Q (4093.310000 sec): 3 clusters
  Score: Raw -2638862.295634 + Penalty 3280.934058 = -2635581.361576
  nChanged 162
		SP:Iteration 20F (4093.690000 sec): 3 clusters
  Score: Raw -2638903.107652 + Penalty 3280.934058 = -2635622.173595
  nChanged 163
		SP:Iteration 21Q (4094.090000 sec): 3 clusters
  Score: Raw -2638941.759509 + Penalty 3280.934058 = -2635660.825452
  nChanged 156
		SP:Iteration 22Q (4094.390000 sec): 3 clusters
  Score: Raw -2638975.267462 + Penalty 3280.934058 = -2635694.333404
  nChanged 136
		SP:Iteration 23Q (4094.650000 sec): 3 clusters
  Score: Raw -2639004.782400 + Penalty 3280.934058 = -2635723.848343
  nChanged 120
		SP:Iteration 24Q (4094.970000 sec): 3 clusters
  Score: Raw -2639028.133750 + Penalty 3280.934058 = -2635747.199692
  nChanged 108
		SP:Iteration 25Q (4095.230000 sec): 3 clusters
  Score: Raw -2639048.873837 + Penalty 3280.934058 = -2635767.939779
  nChanged 105
		SP:Iteration 26Q (4095.500000 sec): 3 clusters
  Score: Raw -2639068.920813 + Penalty 3280.934058 = -2635787.986756
  nChanged 90
		SP:Iteration 27Q (4095.810000 sec): 3 clusters
  Score: Raw -2639083.668411 + Penalty 3280.934058 = -2635802.734353
  nChanged 73
		SP:Iteration 28Q (4096.160000 sec): 3 clusters
  Score: Raw -2639096.881897 + Penalty 3280.934058 = -2635815.947840
  nChanged 76
		SP:Iteration 29Q (4096.480000 sec): 3 clusters
  Score: Raw -2639109.640935 + Penalty 3280.934058 = -2635828.706877
  nChanged 78
		SP:Iteration 30Q (4096.760000 sec): 3 clusters
  Score: Raw -2639123.111377 + Penalty 3280.934058 = -2635842.177320
  nChanged 80
		SP:Iteration 31Q (4097.140000 sec): 3 clusters
  Score: Raw -2639137.532756 + Penalty 3280.934058 = -2635856.598698
  nChanged 86
		SP:Iteration 32Q (4097.410000 sec): 3 clusters
  Score: Raw -2639155.901855 + Penalty 3280.934058 = -2635874.967797
  nChanged 80
		SP:Iteration 33Q (4097.760000 sec): 3 clusters
  Score: Raw -2639171.242000 + Penalty 3280.934058 = -2635890.307943
  nChanged 97
		SP:Iteration 34Q (4098.070000 sec): 3 clusters
  Score: Raw -2639191.979190 + Penalty 3280.934058 = -2635911.045132
  nChanged 106
		SP:Iteration 35Q (4098.410000 sec): 3 clusters
  Score: Raw -2639213.773438 + Penalty 3280.934058 = -2635932.839380
  nChanged 92
		SP:Iteration 36Q (4098.730000 sec): 3 clusters
  Score: Raw -2639232.633025 + Penalty 3280.934058 = -2635951.698967
  nChanged 86
		SP:Iteration 37Q (4099.090000 sec): 3 clusters
  Score: Raw -2639248.759980 + Penalty 3280.934058 = -2635967.825922
  nChanged 74
		SP:Iteration 38Q (4099.470000 sec): 3 clusters
  Score: Raw -2639262.233824 + Penalty 3280.934058 = -2635981.299767
  nChanged 76
		SP:Iteration 39Q (4099.760000 sec): 3 clusters
  Score: Raw -2639277.301587 + Penalty 3280.934058 = -2635996.367529
  nChanged 68
		SP:Iteration 40F (4100.110000 sec): 3 clusters
  Score: Raw -2639290.685985 + Penalty 3280.934058 = -2636009.751928
  nChanged 66
		SP:Iteration 41Q (4100.430000 sec): 3 clusters
  Score: Raw -2639301.457605 + Penalty 3280.934058 = -2636020.523548
  nChanged 55
		SP:Iteration 42Q (4100.740000 sec): 3 clusters
  Score: Raw -2639310.785207 + Penalty 3280.934058 = -2636029.851149
  nChanged 49
		SP:Iteration 43Q (4101.040000 sec): 3 clusters
  Score: Raw -2639319.787830 + Penalty 3280.934058 = -2636038.853773
  nChanged 51
		SP:Iteration 44Q (4101.350000 sec): 3 clusters
  Score: Raw -2639327.925130 + Penalty 3280.934058 = -2636046.991073
  nChanged 44
		SP:Iteration 45Q (4101.630000 sec): 3 clusters
  Score: Raw -2639335.392016 + Penalty 3280.934058 = -2636054.457958
  nChanged 51
		SP:Iteration 46Q (4101.960000 sec): 3 clusters
  Score: Raw -2639343.560472 + Penalty 3280.934058 = -2636062.626415
  nChanged 46
		SP:Iteration 47Q (4102.270000 sec): 3 clusters
  Score: Raw -2639351.003600 + Penalty 3280.934058 = -2636070.069543
  nChanged 47
		SP:Iteration 48Q (4102.530000 sec): 3 clusters
  Score: Raw -2639360.050477 + Penalty 3280.934058 = -2636079.116420
  nChanged 38
		SP:Iteration 49Q (4102.890000 sec): 3 clusters
  Score: Raw -2639365.011398 + Penalty 3280.934058 = -2636084.077341
  nChanged 31
		SP:Iteration 50Q (4103.150000 sec): 3 clusters
  Score: Raw -2639369.564804 + Penalty 3280.934058 = -2636088.630747
  nChanged 35
		SP:Iteration 51Q (4103.490000 sec): 3 clusters
  Score: Raw -2639375.640767 + Penalty 3280.934058 = -2636094.706710
  nChanged 38
		SP:Iteration 52Q (4103.880000 sec): 3 clusters
  Score: Raw -2639381.436293 + Penalty 3280.934058 = -2636100.502235
  nChanged 33
		SP:Iteration 53Q (4104.130000 sec): 3 clusters
  Score: Raw -2639388.320713 + Penalty 3280.934058 = -2636107.386655
  nChanged 50
		SP:Iteration 54Q (4104.450000 sec): 3 clusters
  Score: Raw -2639397.212220 + Penalty 3280.934058 = -2636116.278162
  nChanged 37
		SP:Iteration 55Q (4104.740000 sec): 3 clusters
  Score: Raw -2639404.257377 + Penalty 3280.934058 = -2636123.323320
  nChanged 39
		SP:Iteration 56Q (4105.040000 sec): 3 clusters
  Score: Raw -2639410.546839 + Penalty 3280.934058 = -2636129.612781
  nChanged 35
		SP:Iteration 57Q (4105.400000 sec): 3 clusters
  Score: Raw -2639418.180819 + Penalty 3280.934058 = -2636137.246762
  nChanged 36
		SP:Iteration 58Q (4105.660000 sec): 3 clusters
  Score: Raw -2639426.365926 + Penalty 3280.934058 = -2636145.431869
  nChanged 34
		SP:Iteration 59Q (4105.960000 sec): 3 clusters
  Score: Raw -2639434.341164 + Penalty 3280.934058 = -2636153.407107
  nChanged 39
		SP:Iteration 60F (4106.320000 sec): 3 clusters
  Score: Raw -2639444.140519 + Penalty 3280.934058 = -2636163.206461
  nChanged 40
		SP:Iteration 61Q (4106.610000 sec): 3 clusters
  Score: Raw -2639453.963885 + Penalty 3280.934058 = -2636173.029828
  nChanged 47
		SP:Iteration 62Q (4106.980000 sec): 3 clusters
  Score: Raw -2639463.897764 + Penalty 3280.934058 = -2636182.963707
  nChanged 37
		SP:Iteration 63Q (4107.270000 sec): 3 clusters
  Score: Raw -2639471.069086 + Penalty 3280.934058 = -2636190.135029
  nChanged 33
		SP:Iteration 64Q (4107.620000 sec): 3 clusters
  Score: Raw -2639478.117506 + Penalty 3280.934058 = -2636197.183449
  nChanged 30
		SP:Iteration 65Q (4107.960000 sec): 3 clusters
  Score: Raw -2639484.853540 + Penalty 3280.934058 = -2636203.919482
  nChanged 19
		SP:Iteration 66Q (4108.320000 sec): 3 clusters
  Score: Raw -2639490.194639 + Penalty 3280.934058 = -2636209.260582
  nChanged 24
		SP:Iteration 67Q (4108.620000 sec): 3 clusters
  Score: Raw -2639499.338413 + Penalty 3280.934058 = -2636218.404356
  nChanged 39
		SP:Iteration 68Q (4108.960000 sec): 3 clusters
  Score: Raw -2639513.714428 + Penalty 3280.934058 = -2636232.780371
  nChanged 36
		SP:Iteration 69Q (4109.260000 sec): 3 clusters
  Score: Raw -2639524.570129 + Penalty 3280.934058 = -2636243.636072
  nChanged 38
		SP:Iteration 70Q (4109.570000 sec): 3 clusters
  Score: Raw -2639535.068856 + Penalty 3280.934058 = -2636254.134799
  nChanged 47
		SP:Iteration 71Q (4109.880000 sec): 3 clusters
  Score: Raw -2639551.432962 + Penalty 3280.934058 = -2636270.498904
  nChanged 50
		SP:Iteration 72Q (4110.200000 sec): 3 clusters
  Score: Raw -2639567.893664 + Penalty 3280.934058 = -2636286.959607
  nChanged 54
		SP:Iteration 73Q (4110.500000 sec): 3 clusters
  Score: Raw -2639585.361592 + Penalty 3280.934058 = -2636304.427534
  nChanged 49
		SP:Iteration 74Q (4110.890000 sec): 3 clusters
  Score: Raw -2639599.112978 + Penalty 3280.934058 = -2636318.178921
  nChanged 40
		SP:Iteration 75Q (4111.200000 sec): 3 clusters
  Score: Raw -2639608.867612 + Penalty 3280.934058 = -2636327.933554
  nChanged 31
		SP:Iteration 76Q (4111.500000 sec): 3 clusters
  Score: Raw -2639617.065956 + Penalty 3280.934058 = -2636336.131899
  nChanged 25
		SP:Iteration 77Q (4111.780000 sec): 3 clusters
  Score: Raw -2639625.501457 + Penalty 3280.934058 = -2636344.567400
  nChanged 25
		SP:Iteration 78Q (4112.080000 sec): 3 clusters
  Score: Raw -2639630.927467 + Penalty 3280.934058 = -2636349.993409
  nChanged 21
		SP:Iteration 79Q (4112.350000 sec): 3 clusters
  Score: Raw -2639635.580779 + Penalty 3280.934058 = -2636354.646721
  nChanged 23
		SP:Iteration 80F (4112.680000 sec): 3 clusters
  Score: Raw -2639639.932131 + Penalty 3280.934058 = -2636358.998073
  nChanged 18
		SP:Iteration 81Q (4112.930000 sec): 3 clusters
  Score: Raw -2639643.031568 + Penalty 3280.934058 = -2636362.097510
  nChanged 10
		SP:Iteration 82Q (4113.260000 sec): 3 clusters
  Score: Raw -2639644.464943 + Penalty 3280.934058 = -2636363.530885
  nChanged 4
		SP:Iteration 83Q (4113.580000 sec): 3 clusters
  Score: Raw -2639645.395508 + Penalty 3280.934058 = -2636364.461450
  nChanged 4
		SP:Iteration 84Q (4113.860000 sec): 3 clusters
  Score: Raw -2639646.372052 + Penalty 3280.934058 = -2636365.437995
  nChanged 10
		SP:Iteration 85Q (4114.130000 sec): 3 clusters
  Score: Raw -2639648.667037 + Penalty 3280.934058 = -2636367.732979
  nChanged 14
		SP:Iteration 86Q (4114.450000 sec): 3 clusters
  Score: Raw -2639652.563407 + Penalty 3280.934058 = -2636371.629350
  nChanged 13
		SP:Iteration 87Q (4114.710000 sec): 3 clusters
  Score: Raw -2639656.097330 + Penalty 3280.934058 = -2636375.163272
  nChanged 13
		SP:Iteration 88Q (4114.950000 sec): 3 clusters
  Score: Raw -2639659.526537 + Penalty 3280.934058 = -2636378.592480
  nChanged 20
		SP:Iteration 89Q (4115.240000 sec): 3 clusters
  Score: Raw -2639666.186206 + Penalty 3280.934058 = -2636385.252149
  nChanged 22
		SP:Iteration 90Q (4115.530000 sec): 3 clusters
  Score: Raw -2639673.612244 + Penalty 3280.934058 = -2636392.678187
  nChanged 25
		SP:Iteration 91Q (4115.820000 sec): 3 clusters
  Score: Raw -2639680.686224 + Penalty 3280.934058 = -2636399.752166
  nChanged 29
		SP:Iteration 92Q (4116.100000 sec): 3 clusters
  Score: Raw -2639687.716096 + Penalty 3280.934058 = -2636406.782038
  nChanged 24
		SP:Iteration 93Q (4116.440000 sec): 3 clusters
  Score: Raw -2639692.839803 + Penalty 3280.934058 = -2636411.905746
  nChanged 17
		SP:Iteration 94Q (4116.700000 sec): 3 clusters
  Score: Raw -2639698.236354 + Penalty 3280.934058 = -2636417.302296
  nChanged 20
		SP:Iteration 95Q (4117.050000 sec): 3 clusters
  Score: Raw -2639702.691648 + Penalty 3280.934058 = -2636421.757590
  nChanged 19
		SP:Iteration 96Q (4117.320000 sec): 3 clusters
  Score: Raw -2639706.482636 + Penalty 3280.934058 = -2636425.548578
  nChanged 18
		SP:Iteration 97Q (4117.600000 sec): 3 clusters
  Score: Raw -2639711.554261 + Penalty 3280.934058 = -2636430.620204
  nChanged 20
		SP:Iteration 98Q (4117.860000 sec): 3 clusters
  Score: Raw -2639717.256451 + Penalty 3280.934058 = -2636436.322393
  nChanged 21
		SP:Iteration 99Q (4118.140000 sec): 3 clusters
  Score: Raw -2639723.290699 + Penalty 3280.934058 = -2636442.356642
  nChanged 21
		SP:Iteration 100F (4118.440000 sec): 3 clusters
  Score: Raw -2639729.846257 + Penalty 3280.934058 = -2636448.912199
  nChanged 24
		SP:Iteration 101Q (4118.700000 sec): 3 clusters
  Score: Raw -2639734.885628 + Penalty 3280.934058 = -2636453.951570
  nChanged 18
		SP:Iteration 102Q (4118.910000 sec): 3 clusters
  Score: Raw -2639738.716901 + Penalty 3280.934058 = -2636457.782843
  nChanged 16
		SP:Iteration 103Q (4119.150000 sec): 3 clusters
  Score: Raw -2639742.529741 + Penalty 3280.934058 = -2636461.595683
  nChanged 20
		SP:Iteration 104Q (4119.420000 sec): 3 clusters
  Score: Raw -2639748.928961 + Penalty 3280.934058 = -2636467.994904
  nChanged 15
		SP:Iteration 105Q (4119.690000 sec): 3 clusters
  Score: Raw -2639752.306314 + Penalty 3280.934058 = -2636471.372257
  nChanged 13
		SP:Iteration 106Q (4119.930000 sec): 3 clusters
  Score: Raw -2639756.304852 + Penalty 3280.934058 = -2636475.370794
  nChanged 9
		SP:Iteration 107Q (4120.200000 sec): 3 clusters
  Score: Raw -2639757.912960 + Penalty 3280.934058 = -2636476.978902
  nChanged 8
		SP:Iteration 108Q (4120.590000 sec): 3 clusters
  Score: Raw -2639759.010916 + Penalty 3280.934058 = -2636478.076858
  nChanged 4
		SP:Iteration 109Q (4120.860000 sec): 3 clusters
  Score: Raw -2639760.273927 + Penalty 3280.934058 = -2636479.339870
  nChanged 8
		SP:Iteration 110Q (4121.120000 sec): 3 clusters
  Score: Raw -2639762.251000 + Penalty 3280.934058 = -2636481.316942
  nChanged 9
		SP:Iteration 111Q (4121.400000 sec): 3 clusters
  Score: Raw -2639764.379911 + Penalty 3280.934058 = -2636483.445853
  nChanged 3
		SP:Iteration 112Q (4121.660000 sec): 3 clusters
  Score: Raw -2639765.226382 + Penalty 3280.934058 = -2636484.292325
  nChanged 4
		SP:Iteration 113Q (4121.890000 sec): 3 clusters
  Score: Raw -2639765.947146 + Penalty 3280.934058 = -2636485.013088
  nChanged 5
		SP:Iteration 114Q (4122.230000 sec): 3 clusters
  Score: Raw -2639767.423319 + Penalty 3280.934058 = -2636486.489261
  nChanged 7
		SP:Iteration 115Q (4122.510000 sec): 3 clusters
  Score: Raw -2639769.332523 + Penalty 3280.934058 = -2636488.398466
  nChanged 4
		SP:Iteration 116Q (4122.860000 sec): 3 clusters
  Score: Raw -2639770.359120 + Penalty 3280.934058 = -2636489.425062
  nChanged 3
		SP:Iteration 117Q (4123.190000 sec): 3 clusters
  Score: Raw -2639771.156174 + Penalty 3280.934058 = -2636490.222116
  nChanged 2
		SP:Iteration 118Q (4123.500000 sec): 3 clusters
  Score: Raw -2639771.549834 + Penalty 3280.934058 = -2636490.615777
  nChanged 2
		SP:Iteration 119Q (4123.820000 sec): 3 clusters
  Score: Raw -2639771.927884 + Penalty 3280.934058 = -2636490.993826
  nChanged 2
		SP:Iteration 120F (4124.150000 sec): 3 clusters
  Score: Raw -2639772.401067 + Penalty 3280.934058 = -2636491.467009
  nChanged 2
		SP:Iteration 121Q (4124.430000 sec): 3 clusters
  Score: Raw -2639772.838986 + Penalty 3280.934058 = -2636491.904928
  nChanged 1
		SP:Iteration 122Q (4124.700000 sec): 3 clusters
  Score: Raw -2639772.924633 + Penalty 3280.934058 = -2636491.990575
  nChanged 3
		SP:Iteration 123Q (4124.950000 sec): 3 clusters
  Score: Raw -2639773.431117 + Penalty 3280.934058 = -2636492.497060
  nChanged 0
		SP:Iteration 124F (4125.300000 sec): 3 clusters
  Score: Raw -2639773.431117 + Penalty 3280.934058 = -2636492.497060
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (12854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4125.460000 sec): 2 clusters
  Score: Raw -1284816.882041 + Penalty 1537.479178 = -1283279.402863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4125.730000 sec): 3 clusters
  Score: Raw -1277415.489548 + Penalty 3074.958356 = -1274340.531192
  nChanged 5637
		SP:Iteration 1F (4125.980000 sec): 3 clusters
  Score: Raw -1280538.526738 + Penalty 3074.958356 = -1277463.568383
  nChanged 873
		SP:Iteration 2F (4126.220000 sec): 3 clusters
  Score: Raw -1281025.057050 + Penalty 3074.958356 = -1277950.098694
  nChanged 825
		SP:Iteration 3F (4126.460000 sec): 3 clusters
  Score: Raw -1281503.548191 + Penalty 3074.958356 = -1278428.589835
  nChanged 797
		SP:Iteration 4F (4126.710000 sec): 3 clusters
  Score: Raw -1282031.478094 + Penalty 3074.958356 = -1278956.519738
  nChanged 765
		SP:Iteration 5F (4126.980000 sec): 3 clusters
  Score: Raw -1282556.436639 + Penalty 3074.958356 = -1279481.478283
  nChanged 706
		SP:Iteration 6F (4127.190000 sec): 3 clusters
  Score: Raw -1283023.615689 + Penalty 3074.958356 = -1279948.657333
  nChanged 630
		SP:Iteration 7Q (4127.560000 sec): 3 clusters
  Score: Raw -1283419.855405 + Penalty 3074.958356 = -1280344.897049
  nChanged 563
		SP:Iteration 8Q (4127.780000 sec): 3 clusters
  Score: Raw -1283712.623858 + Penalty 3074.958356 = -1280637.665502
  nChanged 430
		SP:Iteration 9Q (4128.020000 sec): 3 clusters
  Score: Raw -1283923.523698 + Penalty 3074.958356 = -1280848.565342
  nChanged 361
		SP:Iteration 10Q (4128.280000 sec): 3 clusters
  Score: Raw -1284077.396546 + Penalty 3074.958356 = -1281002.438190
  nChanged 252
		SP:Iteration 11Q (4128.520000 sec): 3 clusters
  Score: Raw -1284168.556799 + Penalty 3074.958356 = -1281093.598443
  nChanged 223
		SP:Iteration 12Q (4128.760000 sec): 3 clusters
  Score: Raw -1284236.446047 + Penalty 3074.958356 = -1281161.487691
  nChanged 170
		SP:Iteration 13Q (4129.000000 sec): 3 clusters
  Score: Raw -1284283.596792 + Penalty 3074.958356 = -1281208.638436
  nChanged 139
		SP:Iteration 14Q (4129.300000 sec): 3 clusters
  Score: Raw -1284314.484788 + Penalty 3074.958356 = -1281239.526432
  nChanged 113
		SP:Iteration 15Q (4129.570000 sec): 3 clusters
  Score: Raw -1284338.587611 + Penalty 3074.958356 = -1281263.629255
  nChanged 93
		SP:Iteration 16Q (4129.780000 sec): 3 clusters
  Score: Raw -1284355.645214 + Penalty 3074.958356 = -1281280.686858
  nChanged 72
		SP:Iteration 17Q (4130.070000 sec): 3 clusters
  Score: Raw -1284368.183610 + Penalty 3074.958356 = -1281293.225254
  nChanged 68
		SP:Iteration 18Q (4130.300000 sec): 3 clusters
  Score: Raw -1284380.892570 + Penalty 3074.958356 = -1281305.934214
  nChanged 63
		SP:Iteration 19Q (4130.540000 sec): 3 clusters
  Score: Raw -1284392.072064 + Penalty 3074.958356 = -1281317.113708
  nChanged 60
		SP:Iteration 20F (4130.760000 sec): 3 clusters
  Score: Raw -1284401.728335 + Penalty 3074.958356 = -1281326.769979
  nChanged 53
		SP:Iteration 21Q (4131.000000 sec): 3 clusters
  Score: Raw -1284410.130511 + Penalty 3074.958356 = -1281335.172155
  nChanged 43
		SP:Iteration 22Q (4131.260000 sec): 3 clusters
  Score: Raw -1284415.493318 + Penalty 3074.958356 = -1281340.534963
  nChanged 35
		SP:Iteration 23Q (4131.490000 sec): 3 clusters
  Score: Raw -1284419.779124 + Penalty 3074.958356 = -1281344.820768
  nChanged 30
		SP:Iteration 24Q (4131.730000 sec): 3 clusters
  Score: Raw -1284423.834704 + Penalty 3074.958356 = -1281348.876348
  nChanged 36
		SP:Iteration 25Q (4132.000000 sec): 3 clusters
  Score: Raw -1284429.485745 + Penalty 3074.958356 = -1281354.527389
  nChanged 32
		SP:Iteration 26Q (4132.200000 sec): 3 clusters
  Score: Raw -1284434.570000 + Penalty 3074.958356 = -1281359.611644
  nChanged 44
		SP:Iteration 27Q (4132.490000 sec): 3 clusters
  Score: Raw -1284440.754820 + Penalty 3074.958356 = -1281365.796464
  nChanged 37
		SP:Iteration 28Q (4132.700000 sec): 3 clusters
  Score: Raw -1284445.718469 + Penalty 3074.958356 = -1281370.760113
  nChanged 28
		SP:Iteration 29Q (4133.000000 sec): 3 clusters
  Score: Raw -1284449.077916 + Penalty 3074.958356 = -1281374.119560
  nChanged 32
		SP:Iteration 30Q (4133.220000 sec): 3 clusters
  Score: Raw -1284453.226346 + Penalty 3074.958356 = -1281378.267990
  nChanged 18
		SP:Iteration 31Q (4133.490000 sec): 3 clusters
  Score: Raw -1284454.947743 + Penalty 3074.958356 = -1281379.989387
  nChanged 22
		SP:Iteration 32Q (4133.760000 sec): 3 clusters
  Score: Raw -1284457.886602 + Penalty 3074.958356 = -1281382.928246
  nChanged 23
		SP:Iteration 33Q (4133.980000 sec): 3 clusters
  Score: Raw -1284460.682741 + Penalty 3074.958356 = -1281385.724385
  nChanged 21
		SP:Iteration 34Q (4134.250000 sec): 3 clusters
  Score: Raw -1284462.805243 + Penalty 3074.958356 = -1281387.846887
  nChanged 17
		SP:Iteration 35Q (4134.500000 sec): 3 clusters
  Score: Raw -1284464.571509 + Penalty 3074.958356 = -1281389.613153
  nChanged 11
		SP:Iteration 36Q (4134.770000 sec): 3 clusters
  Score: Raw -1284465.989680 + Penalty 3074.958356 = -1281391.031324
  nChanged 14
		SP:Iteration 37Q (4135.030000 sec): 3 clusters
  Score: Raw -1284466.984037 + Penalty 3074.958356 = -1281392.025681
  nChanged 16
		SP:Iteration 38Q (4135.260000 sec): 3 clusters
  Score: Raw -1284468.828980 + Penalty 3074.958356 = -1281393.870624
  nChanged 16
		SP:Iteration 39Q (4135.520000 sec): 3 clusters
  Score: Raw -1284470.268696 + Penalty 3074.958356 = -1281395.310341
  nChanged 14
		SP:Iteration 40F (4135.730000 sec): 3 clusters
  Score: Raw -1284471.459972 + Penalty 3074.958356 = -1281396.501616
  nChanged 8
		SP:Iteration 41Q (4136.020000 sec): 3 clusters
  Score: Raw -1284472.409695 + Penalty 3074.958356 = -1281397.451340
  nChanged 11
		SP:Iteration 42Q (4136.300000 sec): 3 clusters
  Score: Raw -1284473.984413 + Penalty 3074.958356 = -1281399.026057
  nChanged 15
		SP:Iteration 43Q (4136.500000 sec): 3 clusters
  Score: Raw -1284475.356992 + Penalty 3074.958356 = -1281400.398636
  nChanged 15
		SP:Iteration 44Q (4136.750000 sec): 3 clusters
  Score: Raw -1284476.901203 + Penalty 3074.958356 = -1281401.942847
  nChanged 18
		SP:Iteration 45Q (4137.070000 sec): 3 clusters
  Score: Raw -1284478.796694 + Penalty 3074.958356 = -1281403.838338
  nChanged 16
		SP:Iteration 46Q (4137.290000 sec): 3 clusters
  Score: Raw -1284480.742692 + Penalty 3074.958356 = -1281405.784336
  nChanged 19
		SP:Iteration 47Q (4137.580000 sec): 3 clusters
  Score: Raw -1284483.086103 + Penalty 3074.958356 = -1281408.127747
  nChanged 26
		SP:Iteration 48Q (4137.810000 sec): 3 clusters
  Score: Raw -1284486.070154 + Penalty 3074.958356 = -1281411.111798
  nChanged 18
		SP:Iteration 49Q (4138.050000 sec): 3 clusters
  Score: Raw -1284487.424785 + Penalty 3074.958356 = -1281412.466429
  nChanged 8
		SP:Iteration 50Q (4138.340000 sec): 3 clusters
  Score: Raw -1284488.159251 + Penalty 3074.958356 = -1281413.200895
  nChanged 8
		SP:Iteration 51Q (4138.610000 sec): 3 clusters
  Score: Raw -1284488.885596 + Penalty 3074.958356 = -1281413.927240
  nChanged 7
		SP:Iteration 52Q (4138.870000 sec): 3 clusters
  Score: Raw -1284489.954745 + Penalty 3074.958356 = -1281414.996389
  nChanged 7
		SP:Iteration 53Q (4139.130000 sec): 3 clusters
  Score: Raw -1284491.472096 + Penalty 3074.958356 = -1281416.513740
  nChanged 9
		SP:Iteration 54Q (4139.380000 sec): 3 clusters
  Score: Raw -1284492.701197 + Penalty 3074.958356 = -1281417.742841
  nChanged 13
		SP:Iteration 55Q (4139.670000 sec): 3 clusters
  Score: Raw -1284494.529278 + Penalty 3074.958356 = -1281419.570922
  nChanged 15
		SP:Iteration 56Q (4139.940000 sec): 3 clusters
  Score: Raw -1284496.202158 + Penalty 3074.958356 = -1281421.243802
  nChanged 12
		SP:Iteration 57Q (4140.250000 sec): 3 clusters
  Score: Raw -1284497.966836 + Penalty 3074.958356 = -1281423.008480
  nChanged 19
		SP:Iteration 58Q (4140.490000 sec): 3 clusters
  Score: Raw -1284500.371011 + Penalty 3074.958356 = -1281425.412655
  nChanged 23
		SP:Iteration 59Q (4140.750000 sec): 3 clusters
  Score: Raw -1284503.029112 + Penalty 3074.958356 = -1281428.070757
  nChanged 22
		SP:Iteration 60F (4141.060000 sec): 3 clusters
  Score: Raw -1284505.126619 + Penalty 3074.958356 = -1281430.168263
  nChanged 10
		SP:Iteration 61Q (4141.300000 sec): 3 clusters
  Score: Raw -1284506.119745 + Penalty 3074.958356 = -1281431.161389
  nChanged 10
		SP:Iteration 62Q (4141.640000 sec): 3 clusters
  Score: Raw -1284507.084947 + Penalty 3074.958356 = -1281432.126591
  nChanged 11
		SP:Iteration 63Q (4141.840000 sec): 3 clusters
  Score: Raw -1284508.137300 + Penalty 3074.958356 = -1281433.178944
  nChanged 9
		SP:Iteration 64Q (4142.140000 sec): 3 clusters
  Score: Raw -1284509.079618 + Penalty 3074.958356 = -1281434.121262
  nChanged 8
		SP:Iteration 65Q (4142.410000 sec): 3 clusters
  Score: Raw -1284509.991838 + Penalty 3074.958356 = -1281435.033482
  nChanged 12
		SP:Iteration 66Q (4142.660000 sec): 3 clusters
  Score: Raw -1284511.380136 + Penalty 3074.958356 = -1281436.421781
  nChanged 11
		SP:Iteration 67Q (4142.900000 sec): 3 clusters
  Score: Raw -1284512.624971 + Penalty 3074.958356 = -1281437.666615
  nChanged 10
		SP:Iteration 68Q (4143.160000 sec): 3 clusters
  Score: Raw -1284514.084327 + Penalty 3074.958356 = -1281439.125971
  nChanged 12
		SP:Iteration 69Q (4143.360000 sec): 3 clusters
  Score: Raw -1284515.836984 + Penalty 3074.958356 = -1281440.878629
  nChanged 15
		SP:Iteration 70Q (4143.620000 sec): 3 clusters
  Score: Raw -1284517.512862 + Penalty 3074.958356 = -1281442.554506
  nChanged 9
		SP:Iteration 71Q (4143.870000 sec): 3 clusters
  Score: Raw -1284518.307722 + Penalty 3074.958356 = -1281443.349366
  nChanged 10
		SP:Iteration 72Q (4144.060000 sec): 3 clusters
  Score: Raw -1284519.028770 + Penalty 3074.958356 = -1281444.070414
  nChanged 9
		SP:Iteration 73Q (4144.300000 sec): 3 clusters
  Score: Raw -1284520.726541 + Penalty 3074.958356 = -1281445.768185
  nChanged 15
		SP:Iteration 74Q (4144.570000 sec): 3 clusters
  Score: Raw -1284522.881259 + Penalty 3074.958356 = -1281447.922903
  nChanged 11
		SP:Iteration 75Q (4144.780000 sec): 3 clusters
  Score: Raw -1284524.108266 + Penalty 3074.958356 = -1281449.149910
  nChanged 17
		SP:Iteration 76Q (4145.030000 sec): 3 clusters
  Score: Raw -1284526.505890 + Penalty 3074.958356 = -1281451.547534
  nChanged 16
		SP:Iteration 77Q (4145.270000 sec): 3 clusters
  Score: Raw -1284528.026753 + Penalty 3074.958356 = -1281453.068397
  nChanged 11
		SP:Iteration 78Q (4145.510000 sec): 3 clusters
  Score: Raw -1284529.229146 + Penalty 3074.958356 = -1281454.270790
  nChanged 12
		SP:Iteration 79Q (4145.760000 sec): 3 clusters
  Score: Raw -1284530.179798 + Penalty 3074.958356 = -1281455.221442
  nChanged 12
		SP:Iteration 80F (4146.060000 sec): 3 clusters
  Score: Raw -1284531.037421 + Penalty 3074.958356 = -1281456.079065
  nChanged 14
		SP:Iteration 81Q (4146.260000 sec): 3 clusters
  Score: Raw -1284531.937453 + Penalty 3074.958356 = -1281456.979097
  nChanged 12
		SP:Iteration 82Q (4146.480000 sec): 3 clusters
  Score: Raw -1284532.874914 + Penalty 3074.958356 = -1281457.916558
  nChanged 11
		SP:Iteration 83Q (4146.690000 sec): 3 clusters
  Score: Raw -1284533.799827 + Penalty 3074.958356 = -1281458.841471
  nChanged 12
		SP:Iteration 84Q (4146.950000 sec): 3 clusters
  Score: Raw -1284534.496466 + Penalty 3074.958356 = -1281459.538110
  nChanged 5
		SP:Iteration 85Q (4147.210000 sec): 3 clusters
  Score: Raw -1284534.820920 + Penalty 3074.958356 = -1281459.862564
  nChanged 8
		SP:Iteration 86Q (4147.450000 sec): 3 clusters
  Score: Raw -1284535.705427 + Penalty 3074.958356 = -1281460.747071
  nChanged 13
		SP:Iteration 87Q (4147.680000 sec): 3 clusters
  Score: Raw -1284537.104899 + Penalty 3074.958356 = -1281462.146543
  nChanged 15
		SP:Iteration 88Q (4148.010000 sec): 3 clusters
  Score: Raw -1284538.623638 + Penalty 3074.958356 = -1281463.665282
  nChanged 14
		SP:Iteration 89Q (4148.260000 sec): 3 clusters
  Score: Raw -1284539.477810 + Penalty 3074.958356 = -1281464.519454
  nChanged 11
		SP:Iteration 90Q (4148.510000 sec): 3 clusters
  Score: Raw -1284540.352536 + Penalty 3074.958356 = -1281465.394180
  nChanged 14
		SP:Iteration 91Q (4148.780000 sec): 3 clusters
  Score: Raw -1284542.594597 + Penalty 3074.958356 = -1281467.636241
  nChanged 22
		SP:Iteration 92Q (4149.080000 sec): 3 clusters
  Score: Raw -1284544.905764 + Penalty 3074.958356 = -1281469.947408
  nChanged 15
		SP:Iteration 93Q (4149.380000 sec): 3 clusters
  Score: Raw -1284546.534422 + Penalty 3074.958356 = -1281471.576066
  nChanged 15
		SP:Iteration 94Q (4149.630000 sec): 3 clusters
  Score: Raw -1284548.294688 + Penalty 3074.958356 = -1281473.336332
  nChanged 15
		SP:Iteration 95Q (4149.920000 sec): 3 clusters
  Score: Raw -1284549.692707 + Penalty 3074.958356 = -1281474.734351
  nChanged 14
		SP:Iteration 96Q (4150.190000 sec): 3 clusters
  Score: Raw -1284551.063355 + Penalty 3074.958356 = -1281476.104999
  nChanged 17
		SP:Iteration 97Q (4150.450000 sec): 3 clusters
  Score: Raw -1284553.838190 + Penalty 3074.958356 = -1281478.879834
  nChanged 18
		SP:Iteration 98Q (4150.690000 sec): 3 clusters
  Score: Raw -1284555.927245 + Penalty 3074.958356 = -1281480.968889
  nChanged 20
		SP:Iteration 99Q (4150.990000 sec): 3 clusters
  Score: Raw -1284557.991800 + Penalty 3074.958356 = -1281483.033444
  nChanged 22
		SP:Iteration 100F (4151.280000 sec): 3 clusters
  Score: Raw -1284560.759294 + Penalty 3074.958356 = -1281485.800938
  nChanged 25
		SP:Iteration 101Q (4151.530000 sec): 3 clusters
  Score: Raw -1284564.246692 + Penalty 3074.958356 = -1281489.288336
  nChanged 20
		SP:Iteration 102Q (4151.790000 sec): 3 clusters
  Score: Raw -1284567.074591 + Penalty 3074.958356 = -1281492.116235
  nChanged 23
		SP:Iteration 103Q (4152.020000 sec): 3 clusters
  Score: Raw -1284570.378294 + Penalty 3074.958356 = -1281495.419938
  nChanged 21
		SP:Iteration 104Q (4152.310000 sec): 3 clusters
  Score: Raw -1284572.245046 + Penalty 3074.958356 = -1281497.286690
  nChanged 13
		SP:Iteration 105Q (4152.530000 sec): 3 clusters
  Score: Raw -1284573.394050 + Penalty 3074.958356 = -1281498.435694
  nChanged 10
		SP:Iteration 106Q (4152.760000 sec): 3 clusters
  Score: Raw -1284574.184758 + Penalty 3074.958356 = -1281499.226402
  nChanged 5
		SP:Iteration 107Q (4152.980000 sec): 3 clusters
  Score: Raw -1284574.522848 + Penalty 3074.958356 = -1281499.564492
  nChanged 4
		SP:Iteration 108Q (4153.220000 sec): 3 clusters
  Score: Raw -1284574.770305 + Penalty 3074.958356 = -1281499.811950
  nChanged 2
		SP:Iteration 109Q (4153.480000 sec): 3 clusters
  Score: Raw -1284574.883064 + Penalty 3074.958356 = -1281499.924708
  nChanged 2
		SP:Iteration 110Q (4153.810000 sec): 3 clusters
  Score: Raw -1284574.985384 + Penalty 3074.958356 = -1281500.027029
  nChanged 2
		SP:Iteration 111Q (4154.060000 sec): 3 clusters
  Score: Raw -1284575.094229 + Penalty 3074.958356 = -1281500.135873
  nChanged 1
		SP:Iteration 112Q (4154.290000 sec): 3 clusters
  Score: Raw -1284575.154221 + Penalty 3074.958356 = -1281500.195866
  nChanged 0
		SP:Iteration 113F (4154.620000 sec): 3 clusters
  Score: Raw -1284575.154221 + Penalty 3074.958356 = -1281500.195866
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (331181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4156.140000 sec): 2 clusters
  Score: Raw -38446159.590576 + Penalty 2065.443304 = -38444094.147272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4157.690000 sec): 3 clusters
  Score: Raw -38224381.692170 + Penalty 4130.886608 = -38220250.805562
  nChanged 161715
		SP:Iteration 1F (4159.420000 sec): 3 clusters
  Score: Raw -38323737.284212 + Penalty 4130.886608 = -38319606.397603
  nChanged 12818
		SP:Iteration 2Q (4161.420000 sec): 3 clusters
  Score: Raw -38327787.837359 + Penalty 4130.886608 = -38323656.950750
  nChanged 14911
		SP:Iteration 3Q (4163.310000 sec): 3 clusters
  Score: Raw -38333553.366953 + Penalty 4130.886608 = -38329422.480345
  nChanged 17176
		SP:Iteration 4F (4165.120000 sec): 3 clusters
  Score: Raw -38341401.520996 + Penalty 4130.886608 = -38337270.634388
  nChanged 18769
		SP:Iteration 5F (4166.690000 sec): 3 clusters
  Score: Raw -38351384.202067 + Penalty 4130.886608 = -38347253.315459
  nChanged 19679
		SP:Iteration 6F (4168.580000 sec): 3 clusters
  Score: Raw -38363286.977479 + Penalty 4130.886608 = -38359156.090871
  nChanged 19794
		SP:Iteration 7F (4170.390000 sec): 3 clusters
  Score: Raw -38377271.968737 + Penalty 4130.886608 = -38373141.082129
  nChanged 19982
		SP:Iteration 8F (4172.200000 sec): 3 clusters
  Score: Raw -38393410.787941 + Penalty 4130.886608 = -38389279.901332
  nChanged 19728
		SP:Iteration 9F (4174.040000 sec): 3 clusters
  Score: Raw -38410288.376697 + Penalty 4130.886608 = -38406157.490088
  nChanged 18269
		SP:Iteration 10F (4175.860000 sec): 3 clusters
  Score: Raw -38424925.944695 + Penalty 4130.886608 = -38420795.058086
  nChanged 15946
		SP:Iteration 11Q (4177.690000 sec): 3 clusters
  Score: Raw -38436192.708461 + Penalty 4130.886608 = -38432061.821853
  nChanged 13238
		SP:Iteration 12Q (4179.510000 sec): 3 clusters
  Score: Raw -38443974.505349 + Penalty 4130.886608 = -38439843.618741
  nChanged 10529
		SP:Iteration 13Q (4181.200000 sec): 3 clusters
  Score: Raw -38449110.859260 + Penalty 4130.886608 = -38444979.972652
  nChanged 8413
		SP:Iteration 14Q (4182.890000 sec): 3 clusters
  Score: Raw -38452585.522414 + Penalty 4130.886608 = -38448454.635806
  nChanged 6683
		SP:Iteration 15Q (4184.620000 sec): 3 clusters
  Score: Raw -38454987.282026 + Penalty 4130.886608 = -38450856.395418
  nChanged 5386
		SP:Iteration 16Q (4186.220000 sec): 3 clusters
  Score: Raw -38456885.338468 + Penalty 4130.886608 = -38452754.451860
  nChanged 4210
		SP:Iteration 17Q (4187.810000 sec): 3 clusters
  Score: Raw -38458603.501675 + Penalty 4130.886608 = -38454472.615067
  nChanged 3418
		SP:Iteration 18Q (4189.340000 sec): 3 clusters
  Score: Raw -38460449.581108 + Penalty 4130.886608 = -38456318.694500
  nChanged 2646
		SP:Iteration 19Q (4190.970000 sec): 3 clusters
  Score: Raw -38462098.245349 + Penalty 4130.886608 = -38457967.358741
  nChanged 2139
		SP:Iteration 20F (4192.680000 sec): 3 clusters
  Score: Raw -38463238.436897 + Penalty 4130.886608 = -38459107.550288
  nChanged 1700
		SP:Iteration 21Q (4194.290000 sec): 3 clusters
  Score: Raw -38463845.952582 + Penalty 4130.886608 = -38459715.065974
  nChanged 1418
		SP:Iteration 22Q (4195.790000 sec): 3 clusters
  Score: Raw -38464214.818146 + Penalty 4130.886608 = -38460083.931538
  nChanged 1085
		SP:Iteration 23Q (4197.460000 sec): 3 clusters
  Score: Raw -38464449.132642 + Penalty 4130.886608 = -38460318.246034
  nChanged 908
		SP:Iteration 24Q (4198.990000 sec): 3 clusters
  Score: Raw -38464610.884070 + Penalty 4130.886608 = -38460479.997462
  nChanged 728
		SP:Iteration 25Q (4200.400000 sec): 3 clusters
  Score: Raw -38464725.168205 + Penalty 4130.886608 = -38460594.281597
  nChanged 605
		SP:Iteration 26Q (4201.720000 sec): 3 clusters
  Score: Raw -38464806.902054 + Penalty 4130.886608 = -38460676.015445
  nChanged 523
		SP:Iteration 27Q (4203.150000 sec): 3 clusters
  Score: Raw -38464877.961955 + Penalty 4130.886608 = -38460747.075347
  nChanged 490
		SP:Iteration 28Q (4204.750000 sec): 3 clusters
  Score: Raw -38464929.004973 + Penalty 4130.886608 = -38460798.118365
  nChanged 428
		SP:Iteration 29Q (4206.240000 sec): 3 clusters
  Score: Raw -38464969.041653 + Penalty 4130.886608 = -38460838.155045
  nChanged 342
		SP:Iteration 30Q (4207.820000 sec): 3 clusters
  Score: Raw -38464997.416694 + Penalty 4130.886608 = -38460866.530086
  nChanged 311
		SP:Iteration 31Q (4209.490000 sec): 3 clusters
  Score: Raw -38465018.769831 + Penalty 4130.886608 = -38460887.883222
  nChanged 270
		SP:Iteration 32Q (4211.090000 sec): 3 clusters
  Score: Raw -38465035.391310 + Penalty 4130.886608 = -38460904.504702
  nChanged 243
		SP:Iteration 33Q (4212.730000 sec): 3 clusters
  Score: Raw -38465048.528134 + Penalty 4130.886608 = -38460917.641526
  nChanged 204
		SP:Iteration 34Q (4214.250000 sec): 3 clusters
  Score: Raw -38465058.561716 + Penalty 4130.886608 = -38460927.675107
  nChanged 179
		SP:Iteration 35Q (4215.610000 sec): 3 clusters
  Score: Raw -38465065.082689 + Penalty 4130.886608 = -38460934.196081
  nChanged 134
		SP:Iteration 36Q (4217.050000 sec): 3 clusters
  Score: Raw -38465068.506297 + Penalty 4130.886608 = -38460937.619689
  nChanged 111
		SP:Iteration 37Q (4218.540000 sec): 3 clusters
  Score: Raw -38465071.491863 + Penalty 4130.886608 = -38460940.605255
  nChanged 86
		SP:Iteration 38Q (4219.970000 sec): 3 clusters
  Score: Raw -38465073.756311 + Penalty 4130.886608 = -38460942.869702
  nChanged 68
		SP:Iteration 39Q (4221.480000 sec): 3 clusters
  Score: Raw -38465075.481854 + Penalty 4130.886608 = -38460944.595246
  nChanged 56
		SP:Iteration 40F (4223.290000 sec): 3 clusters
  Score: Raw -38465076.951746 + Penalty 4130.886608 = -38460946.065138
  nChanged 57
		SP:Iteration 41Q (4224.730000 sec): 3 clusters
  Score: Raw -38465077.999920 + Penalty 4130.886608 = -38460947.113312
  nChanged 35
		SP:Iteration 42Q (4226.150000 sec): 3 clusters
  Score: Raw -38465078.671231 + Penalty 4130.886608 = -38460947.784623
  nChanged 37
		SP:Iteration 43Q (4227.520000 sec): 3 clusters
  Score: Raw -38465079.295049 + Penalty 4130.886608 = -38460948.408441
  nChanged 23
		SP:Iteration 44Q (4228.870000 sec): 3 clusters
  Score: Raw -38465079.683723 + Penalty 4130.886608 = -38460948.797114
  nChanged 23
		SP:Iteration 45Q (4230.320000 sec): 3 clusters
  Score: Raw -38465080.023664 + Penalty 4130.886608 = -38460949.137056
  nChanged 22
		SP:Iteration 46Q (4231.810000 sec): 3 clusters
  Score: Raw -38465080.359337 + Penalty 4130.886608 = -38460949.472729
  nChanged 19
		SP:Iteration 47Q (4233.370000 sec): 3 clusters
  Score: Raw -38465080.603990 + Penalty 4130.886608 = -38460949.717382
  nChanged 10
		SP:Iteration 48Q (4234.890000 sec): 3 clusters
  Score: Raw -38465080.740155 + Penalty 4130.886608 = -38460949.853547
  nChanged 11
		SP:Iteration 49Q (4236.410000 sec): 3 clusters
  Score: Raw -38465080.881788 + Penalty 4130.886608 = -38460949.995180
  nChanged 13
		SP:Iteration 50Q (4237.890000 sec): 3 clusters
  Score: Raw -38465081.071926 + Penalty 4130.886608 = -38460950.185318
  nChanged 9
		SP:Iteration 51Q (4239.310000 sec): 3 clusters
  Score: Raw -38465081.200138 + Penalty 4130.886608 = -38460950.313530
  nChanged 12
		SP:Iteration 52Q (4240.690000 sec): 3 clusters
  Score: Raw -38465081.347599 + Penalty 4130.886608 = -38460950.460991
  nChanged 7
		SP:Iteration 53Q (4242.210000 sec): 3 clusters
  Score: Raw -38465081.429144 + Penalty 4130.886608 = -38460950.542536
  nChanged 5
		SP:Iteration 54Q (4244.170000 sec): 3 clusters
  Score: Raw -38465081.481809 + Penalty 4130.886608 = -38460950.595201
  nChanged 5
		SP:Iteration 55Q (4246.240000 sec): 3 clusters
  Score: Raw -38465081.536868 + Penalty 4130.886608 = -38460950.650260
  nChanged 6
		SP:Iteration 56Q (4247.970000 sec): 3 clusters
  Score: Raw -38465081.593680 + Penalty 4130.886608 = -38460950.707072
  nChanged 5
		SP:Iteration 57Q (4249.710000 sec): 3 clusters
  Score: Raw -38465081.640820 + Penalty 4130.886608 = -38460950.754212
  nChanged 5
		SP:Iteration 58Q (4251.090000 sec): 3 clusters
  Score: Raw -38465081.685097 + Penalty 4130.886608 = -38460950.798489
  nChanged 2
		SP:Iteration 59Q (4252.470000 sec): 3 clusters
  Score: Raw -38465081.704427 + Penalty 4130.886608 = -38460950.817819
  nChanged 0
		SP:Iteration 60F (4254.160000 sec): 3 clusters
  Score: Raw -38465081.704427 + Penalty 4130.886608 = -38460950.817819
  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 11.19 GB.

 Trying to split cluster 6 (38734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4254.540000 sec): 2 clusters
  Score: Raw -3879936.690983 + Penalty 1716.726870 = -3878219.964113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4254.930000 sec): 3 clusters
  Score: Raw -3855713.047654 + Penalty 3433.453740 = -3852279.593914
  nChanged 17936
		SP:Iteration 1F (4255.360000 sec): 3 clusters
  Score: Raw -3866718.715542 + Penalty 3433.453740 = -3863285.261802
  nChanged 2520
		SP:Iteration 2F (4255.720000 sec): 3 clusters
  Score: Raw -3868201.552209 + Penalty 3433.453740 = -3864768.098469
  nChanged 2617
		SP:Iteration 3F (4256.090000 sec): 3 clusters
  Score: Raw -3869939.311105 + Penalty 3433.453740 = -3866505.857365
  nChanged 2766
		SP:Iteration 4F (4256.440000 sec): 3 clusters
  Score: Raw -3871880.324301 + Penalty 3433.453740 = -3868446.870561
  nChanged 2593
		SP:Iteration 5F (4256.780000 sec): 3 clusters
  Score: Raw -3873673.647702 + Penalty 3433.453740 = -3870240.193962
  nChanged 2329
		SP:Iteration 6F (4257.090000 sec): 3 clusters
  Score: Raw -3875141.259879 + Penalty 3433.453740 = -3871707.806139
  nChanged 1915
		SP:Iteration 7Q (4257.500000 sec): 3 clusters
  Score: Raw -3876218.497730 + Penalty 3433.453740 = -3872785.043990
  nChanged 1502
		SP:Iteration 8Q (4257.830000 sec): 3 clusters
  Score: Raw -3876916.262391 + Penalty 3433.453740 = -3873482.808651
  nChanged 1120
		SP:Iteration 9Q (4258.140000 sec): 3 clusters
  Score: Raw -3877335.487158 + Penalty 3433.453740 = -3873902.033418
  nChanged 807
		SP:Iteration 10Q (4258.480000 sec): 3 clusters
  Score: Raw -3877604.725141 + Penalty 3433.453740 = -3874171.271401
  nChanged 661
		SP:Iteration 11Q (4258.820000 sec): 3 clusters
  Score: Raw -3877811.405137 + Penalty 3433.453740 = -3874377.951397
  nChanged 588
		SP:Iteration 12Q (4259.180000 sec): 3 clusters
  Score: Raw -3877991.711199 + Penalty 3433.453740 = -3874558.257459
  nChanged 554
		SP:Iteration 13Q (4259.500000 sec): 3 clusters
  Score: Raw -3878156.359473 + Penalty 3433.453740 = -3874722.905733
  nChanged 503
		SP:Iteration 14Q (4259.880000 sec): 3 clusters
  Score: Raw -3878307.974916 + Penalty 3433.453740 = -3874874.521176
  nChanged 495
		SP:Iteration 15Q (4260.230000 sec): 3 clusters
  Score: Raw -3878463.148042 + Penalty 3433.453740 = -3875029.694302
  nChanged 541
		SP:Iteration 16Q (4260.530000 sec): 3 clusters
  Score: Raw -3878645.361414 + Penalty 3433.453740 = -3875211.907674
  nChanged 504
		SP:Iteration 17Q (4260.890000 sec): 3 clusters
  Score: Raw -3878819.566664 + Penalty 3433.453740 = -3875386.112924
  nChanged 501
		SP:Iteration 18Q (4261.260000 sec): 3 clusters
  Score: Raw -3878987.633708 + Penalty 3433.453740 = -3875554.179968
  nChanged 489
		SP:Iteration 19Q (4261.640000 sec): 3 clusters
  Score: Raw -3879157.451090 + Penalty 3433.453740 = -3875723.997350
  nChanged 498
		SP:Iteration 20F (4262.080000 sec): 3 clusters
  Score: Raw -3879338.318698 + Penalty 3433.453740 = -3875904.864958
  nChanged 504
		SP:Iteration 21Q (4262.530000 sec): 3 clusters
  Score: Raw -3879543.915927 + Penalty 3433.453740 = -3876110.462187
  nChanged 513
		SP:Iteration 22Q (4262.880000 sec): 3 clusters
  Score: Raw -3879757.610906 + Penalty 3433.453740 = -3876324.157166
  nChanged 456
		SP:Iteration 23Q (4263.280000 sec): 3 clusters
  Score: Raw -3879923.072362 + Penalty 3433.453740 = -3876489.618622
  nChanged 392
		SP:Iteration 24Q (4263.690000 sec): 3 clusters
  Score: Raw -3880055.929108 + Penalty 3433.453740 = -3876622.475368
  nChanged 370
		SP:Iteration 25Q (4264.010000 sec): 3 clusters
  Score: Raw -3880168.693548 + Penalty 3433.453740 = -3876735.239808
  nChanged 334
		SP:Iteration 26Q (4264.450000 sec): 3 clusters
  Score: Raw -3880262.011050 + Penalty 3433.453740 = -3876828.557310
  nChanged 279
		SP:Iteration 27Q (4264.820000 sec): 3 clusters
  Score: Raw -3880341.758258 + Penalty 3433.453740 = -3876908.304518
  nChanged 302
		SP:Iteration 28Q (4265.200000 sec): 3 clusters
  Score: Raw -3880430.972727 + Penalty 3433.453740 = -3876997.518987
  nChanged 264
		SP:Iteration 29Q (4265.610000 sec): 3 clusters
  Score: Raw -3880494.914017 + Penalty 3433.453740 = -3877061.460277
  nChanged 217
		SP:Iteration 30Q (4266.010000 sec): 3 clusters
  Score: Raw -3880550.128419 + Penalty 3433.453740 = -3877116.674679
  nChanged 232
		SP:Iteration 31Q (4266.400000 sec): 3 clusters
  Score: Raw -3880612.265172 + Penalty 3433.453740 = -3877178.811432
  nChanged 226
		SP:Iteration 32Q (4266.820000 sec): 3 clusters
  Score: Raw -3880668.570604 + Penalty 3433.453740 = -3877235.116864
  nChanged 207
		SP:Iteration 33Q (4267.240000 sec): 3 clusters
  Score: Raw -3880722.431311 + Penalty 3433.453740 = -3877288.977571
  nChanged 209
		SP:Iteration 34Q (4267.620000 sec): 3 clusters
  Score: Raw -3880772.254990 + Penalty 3433.453740 = -3877338.801249
  nChanged 207
		SP:Iteration 35Q (4268.020000 sec): 3 clusters
  Score: Raw -3880827.315120 + Penalty 3433.453740 = -3877393.861380
  nChanged 199
		SP:Iteration 36Q (4268.390000 sec): 3 clusters
  Score: Raw -3880874.568721 + Penalty 3433.453740 = -3877441.114981
  nChanged 172
		SP:Iteration 37Q (4268.820000 sec): 3 clusters
  Score: Raw -3880908.544288 + Penalty 3433.453740 = -3877475.090548
  nChanged 167
		SP:Iteration 38Q (4269.200000 sec): 3 clusters
  Score: Raw -3880942.995670 + Penalty 3433.453740 = -3877509.541930
  nChanged 153
		SP:Iteration 39Q (4269.610000 sec): 3 clusters
  Score: Raw -3880974.730136 + Penalty 3433.453740 = -3877541.276396
  nChanged 152
		SP:Iteration 40F (4269.950000 sec): 3 clusters
  Score: Raw -3881011.396203 + Penalty 3433.453740 = -3877577.942463
  nChanged 159
		SP:Iteration 41Q (4270.380000 sec): 3 clusters
  Score: Raw -3881047.458872 + Penalty 3433.453740 = -3877614.005132
  nChanged 155
		SP:Iteration 42Q (4270.750000 sec): 3 clusters
  Score: Raw -3881090.113189 + Penalty 3433.453740 = -3877656.659449
  nChanged 162
		SP:Iteration 43Q (4271.150000 sec): 3 clusters
  Score: Raw -3881126.002182 + Penalty 3433.453740 = -3877692.548442
  nChanged 153
		SP:Iteration 44Q (4271.570000 sec): 3 clusters
  Score: Raw -3881157.615621 + Penalty 3433.453740 = -3877724.161881
  nChanged 152
		SP:Iteration 45Q (4271.940000 sec): 3 clusters
  Score: Raw -3881187.586822 + Penalty 3433.453740 = -3877754.133082
  nChanged 134
		SP:Iteration 46Q (4272.320000 sec): 3 clusters
  Score: Raw -3881213.422070 + Penalty 3433.453740 = -3877779.968329
  nChanged 109
		SP:Iteration 47Q (4272.690000 sec): 3 clusters
  Score: Raw -3881232.525314 + Penalty 3433.453740 = -3877799.071574
  nChanged 94
		SP:Iteration 48Q (4273.040000 sec): 3 clusters
  Score: Raw -3881247.121882 + Penalty 3433.453740 = -3877813.668142
  nChanged 85
		SP:Iteration 49Q (4273.430000 sec): 3 clusters
  Score: Raw -3881257.798605 + Penalty 3433.453740 = -3877824.344865
  nChanged 76
		SP:Iteration 50Q (4273.800000 sec): 3 clusters
  Score: Raw -3881268.173790 + Penalty 3433.453740 = -3877834.720050
  nChanged 64
		SP:Iteration 51Q (4274.190000 sec): 3 clusters
  Score: Raw -3881278.251455 + Penalty 3433.453740 = -3877844.797715
  nChanged 58
		SP:Iteration 52Q (4274.550000 sec): 3 clusters
  Score: Raw -3881285.628995 + Penalty 3433.453740 = -3877852.175255
  nChanged 62
		SP:Iteration 53Q (4274.910000 sec): 3 clusters
  Score: Raw -3881293.163780 + Penalty 3433.453740 = -3877859.710040
  nChanged 52
		SP:Iteration 54Q (4275.260000 sec): 3 clusters
  Score: Raw -3881300.676296 + Penalty 3433.453740 = -3877867.222556
  nChanged 52
		SP:Iteration 55Q (4275.570000 sec): 3 clusters
  Score: Raw -3881308.114452 + Penalty 3433.453740 = -3877874.660712
  nChanged 42
		SP:Iteration 56Q (4275.930000 sec): 3 clusters
  Score: Raw -3881313.191248 + Penalty 3433.453740 = -3877879.737508
  nChanged 38
		SP:Iteration 57Q (4276.200000 sec): 3 clusters
  Score: Raw -3881316.629016 + Penalty 3433.453740 = -3877883.175276
  nChanged 34
		SP:Iteration 58Q (4276.560000 sec): 3 clusters
  Score: Raw -3881319.936520 + Penalty 3433.453740 = -3877886.482780
  nChanged 34
		SP:Iteration 59Q (4276.920000 sec): 3 clusters
  Score: Raw -3881324.938712 + Penalty 3433.453740 = -3877891.484972
  nChanged 46
		SP:Iteration 60F (4277.280000 sec): 3 clusters
  Score: Raw -3881331.179720 + Penalty 3433.453740 = -3877897.725980
  nChanged 46
		SP:Iteration 61Q (4277.590000 sec): 3 clusters
  Score: Raw -3881338.142532 + Penalty 3433.453740 = -3877904.688792
  nChanged 56
		SP:Iteration 62Q (4277.970000 sec): 3 clusters
  Score: Raw -3881347.521019 + Penalty 3433.453740 = -3877914.067279
  nChanged 58
		SP:Iteration 63Q (4278.360000 sec): 3 clusters
  Score: Raw -3881354.480465 + Penalty 3433.453740 = -3877921.026725
  nChanged 51
		SP:Iteration 64Q (4278.700000 sec): 3 clusters
  Score: Raw -3881361.089499 + Penalty 3433.453740 = -3877927.635759
  nChanged 52
		SP:Iteration 65Q (4279.050000 sec): 3 clusters
  Score: Raw -3881366.661207 + Penalty 3433.453740 = -3877933.207467
  nChanged 41
		SP:Iteration 66Q (4279.430000 sec): 3 clusters
  Score: Raw -3881371.570771 + Penalty 3433.453740 = -3877938.117031
  nChanged 39
		SP:Iteration 67Q (4279.740000 sec): 3 clusters
  Score: Raw -3881375.666452 + Penalty 3433.453740 = -3877942.212712
  nChanged 19
		SP:Iteration 68Q (4280.110000 sec): 3 clusters
  Score: Raw -3881377.506574 + Penalty 3433.453740 = -3877944.052834
  nChanged 23
		SP:Iteration 69Q (4280.440000 sec): 3 clusters
  Score: Raw -3881379.808100 + Penalty 3433.453740 = -3877946.354360
  nChanged 17
		SP:Iteration 70Q (4280.880000 sec): 3 clusters
  Score: Raw -3881381.254241 + Penalty 3433.453740 = -3877947.800501
  nChanged 15
		SP:Iteration 71Q (4281.270000 sec): 3 clusters
  Score: Raw -3881382.504592 + Penalty 3433.453740 = -3877949.050852
  nChanged 14
		SP:Iteration 72Q (4281.620000 sec): 3 clusters
  Score: Raw -3881383.885940 + Penalty 3433.453740 = -3877950.432200
  nChanged 12
		SP:Iteration 73Q (4281.990000 sec): 3 clusters
  Score: Raw -3881385.520523 + Penalty 3433.453740 = -3877952.066783
  nChanged 19
		SP:Iteration 74Q (4282.310000 sec): 3 clusters
  Score: Raw -3881387.318809 + Penalty 3433.453740 = -3877953.865068
  nChanged 13
		SP:Iteration 75Q (4282.630000 sec): 3 clusters
  Score: Raw -3881388.150631 + Penalty 3433.453740 = -3877954.696891
  nChanged 9
		SP:Iteration 76Q (4282.930000 sec): 3 clusters
  Score: Raw -3881388.963607 + Penalty 3433.453740 = -3877955.509867
  nChanged 6
		SP:Iteration 77Q (4283.250000 sec): 3 clusters
  Score: Raw -3881389.311107 + Penalty 3433.453740 = -3877955.857367
  nChanged 2
		SP:Iteration 78Q (4283.540000 sec): 3 clusters
  Score: Raw -3881389.400654 + Penalty 3433.453740 = -3877955.946914
  nChanged 3
		SP:Iteration 79Q (4283.890000 sec): 3 clusters
  Score: Raw -3881389.532650 + Penalty 3433.453740 = -3877956.078910
  nChanged 4
		SP:Iteration 80F (4284.290000 sec): 3 clusters
  Score: Raw -3881389.832407 + Penalty 3433.453740 = -3877956.378666
  nChanged 3
		SP:Iteration 81Q (4284.570000 sec): 3 clusters
  Score: Raw -3881390.067786 + Penalty 3433.453740 = -3877956.614046
  nChanged 1
		SP:Iteration 82Q (4284.990000 sec): 3 clusters
  Score: Raw -3881390.132186 + Penalty 3433.453740 = -3877956.678446
  nChanged 3
		SP:Iteration 83Q (4285.340000 sec): 3 clusters
  Score: Raw -3881390.299754 + Penalty 3433.453740 = -3877956.846014
  nChanged 2
		SP:Iteration 84Q (4285.690000 sec): 3 clusters
  Score: Raw -3881390.378540 + Penalty 3433.453740 = -3877956.924800
  nChanged 2
		SP:Iteration 85Q (4285.980000 sec): 3 clusters
  Score: Raw -3881390.459326 + Penalty 3433.453740 = -3877957.005586
  nChanged 2
		SP:Iteration 86Q (4286.330000 sec): 3 clusters
  Score: Raw -3881390.511634 + Penalty 3433.453740 = -3877957.057894
  nChanged 2
		SP:Iteration 87Q (4286.640000 sec): 3 clusters
  Score: Raw -3881390.594041 + Penalty 3433.453740 = -3877957.140301
  nChanged 0
		SP:Iteration 88F (4286.990000 sec): 3 clusters
  Score: Raw -3881390.594041 + Penalty 3433.453740 = -3877957.140301
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (145496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4287.610000 sec): 2 clusters
  Score: Raw -16356242.812337 + Penalty 1931.784379 = -16354311.027957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4288.480000 sec): 3 clusters
  Score: Raw -16260550.795795 + Penalty 3863.568759 = -16256687.227036
  nChanged 70123
		SP:Iteration 1F (4289.360000 sec): 3 clusters
  Score: Raw -16302816.300634 + Penalty 3863.568759 = -16298952.731875
  nChanged 6085
		SP:Iteration 2Q (4290.240000 sec): 3 clusters
  Score: Raw -16304939.398403 + Penalty 3863.568759 = -16301075.829644
  nChanged 6932
		SP:Iteration 3Q (4291.150000 sec): 3 clusters
  Score: Raw -16307981.163721 + Penalty 3863.568759 = -16304117.594962
  nChanged 7959
		SP:Iteration 4F (4291.970000 sec): 3 clusters
  Score: Raw -16312115.605008 + Penalty 3863.568759 = -16308252.036249
  nChanged 8681
		SP:Iteration 5F (4292.750000 sec): 3 clusters
  Score: Raw -16317295.401353 + Penalty 3863.568759 = -16313431.832594
  nChanged 8912
		SP:Iteration 6F (4293.540000 sec): 3 clusters
  Score: Raw -16323213.146339 + Penalty 3863.568759 = -16319349.577580
  nChanged 8328
		SP:Iteration 7F (4294.470000 sec): 3 clusters
  Score: Raw -16329203.043072 + Penalty 3863.568759 = -16325339.474313
  nChanged 7425
		SP:Iteration 8F (4295.320000 sec): 3 clusters
  Score: Raw -16334457.778979 + Penalty 3863.568759 = -16330594.210220
  nChanged 5977
		SP:Iteration 9Q (4296.220000 sec): 3 clusters
  Score: Raw -16338224.157961 + Penalty 3863.568759 = -16334360.589202
  nChanged 4580
		SP:Iteration 10Q (4297.170000 sec): 3 clusters
  Score: Raw -16340689.463197 + Penalty 3863.568759 = -16336825.894438
  nChanged 3584
		SP:Iteration 11Q (4298.060000 sec): 3 clusters
  Score: Raw -16342399.786894 + Penalty 3863.568759 = -16338536.218135
  nChanged 2967
		SP:Iteration 12Q (4298.890000 sec): 3 clusters
  Score: Raw -16343707.336010 + Penalty 3863.568759 = -16339843.767251
  nChanged 2753
		SP:Iteration 13Q (4299.680000 sec): 3 clusters
  Score: Raw -16344956.694657 + Penalty 3863.568759 = -16341093.125898
  nChanged 2761
		SP:Iteration 14Q (4300.480000 sec): 3 clusters
  Score: Raw -16346285.156663 + Penalty 3863.568759 = -16342421.587904
  nChanged 2665
		SP:Iteration 15Q (4301.260000 sec): 3 clusters
  Score: Raw -16347689.695803 + Penalty 3863.568759 = -16343826.127044
  nChanged 2651
		SP:Iteration 16Q (4302.140000 sec): 3 clusters
  Score: Raw -16349249.166565 + Penalty 3863.568759 = -16345385.597806
  nChanged 2468
		SP:Iteration 17Q (4303.010000 sec): 3 clusters
  Score: Raw -16350898.728739 + Penalty 3863.568759 = -16347035.159981
  nChanged 2211
		SP:Iteration 18Q (4303.870000 sec): 3 clusters
  Score: Raw -16352585.898109 + Penalty 3863.568759 = -16348722.329350
  nChanged 1779
		SP:Iteration 19Q (4304.730000 sec): 3 clusters
  Score: Raw -16354052.758251 + Penalty 3863.568759 = -16350189.189492
  nChanged 1320
		SP:Iteration 20F (4305.630000 sec): 3 clusters
  Score: Raw -16355049.374782 + Penalty 3863.568759 = -16351185.806023
  nChanged 995
		SP:Iteration 21Q (4306.430000 sec): 3 clusters
  Score: Raw -16355695.867232 + Penalty 3863.568759 = -16351832.298473
  nChanged 806
		SP:Iteration 22Q (4307.310000 sec): 3 clusters
  Score: Raw -16356169.715792 + Penalty 3863.568759 = -16352306.147033
  nChanged 670
		SP:Iteration 23Q (4308.130000 sec): 3 clusters
  Score: Raw -16356543.324668 + Penalty 3863.568759 = -16352679.755909
  nChanged 526
		SP:Iteration 24Q (4308.950000 sec): 3 clusters
  Score: Raw -16356825.469852 + Penalty 3863.568759 = -16352961.901093
  nChanged 447
		SP:Iteration 25Q (4309.830000 sec): 3 clusters
  Score: Raw -16357044.965204 + Penalty 3863.568759 = -16353181.396445
  nChanged 381
		SP:Iteration 26Q (4310.640000 sec): 3 clusters
  Score: Raw -16357216.002211 + Penalty 3863.568759 = -16353352.433452
  nChanged 317
		SP:Iteration 27Q (4311.450000 sec): 3 clusters
  Score: Raw -16357347.826231 + Penalty 3863.568759 = -16353484.257472
  nChanged 262
		SP:Iteration 28Q (4312.230000 sec): 3 clusters
  Score: Raw -16357436.292252 + Penalty 3863.568759 = -16353572.723493
  nChanged 212
		SP:Iteration 29Q (4312.990000 sec): 3 clusters
  Score: Raw -16357501.005999 + Penalty 3863.568759 = -16353637.437240
  nChanged 172
		SP:Iteration 30Q (4313.830000 sec): 3 clusters
  Score: Raw -16357553.533906 + Penalty 3863.568759 = -16353689.965147
  nChanged 149
		SP:Iteration 31Q (4314.720000 sec): 3 clusters
  Score: Raw -16357594.871180 + Penalty 3863.568759 = -16353731.302421
  nChanged 143
		SP:Iteration 32Q (4315.510000 sec): 3 clusters
  Score: Raw -16357633.867870 + Penalty 3863.568759 = -16353770.299111
  nChanged 126
		SP:Iteration 33Q (4316.290000 sec): 3 clusters
  Score: Raw -16357665.811893 + Penalty 3863.568759 = -16353802.243134
  nChanged 115
		SP:Iteration 34Q (4317.110000 sec): 3 clusters
  Score: Raw -16357690.822555 + Penalty 3863.568759 = -16353827.253796
  nChanged 98
		SP:Iteration 35Q (4317.900000 sec): 3 clusters
  Score: Raw -16357716.176105 + Penalty 3863.568759 = -16353852.607346
  nChanged 87
		SP:Iteration 36Q (4318.640000 sec): 3 clusters
  Score: Raw -16357734.931589 + Penalty 3863.568759 = -16353871.362830
  nChanged 62
		SP:Iteration 37Q (4319.430000 sec): 3 clusters
  Score: Raw -16357745.485962 + Penalty 3863.568759 = -16353881.917203
  nChanged 46
		SP:Iteration 38Q (4320.180000 sec): 3 clusters
  Score: Raw -16357754.269127 + Penalty 3863.568759 = -16353890.700368
  nChanged 37
		SP:Iteration 39Q (4320.920000 sec): 3 clusters
  Score: Raw -16357761.022086 + Penalty 3863.568759 = -16353897.453327
  nChanged 34
		SP:Iteration 40F (4321.830000 sec): 3 clusters
  Score: Raw -16357890.709258 + Penalty 3863.568759 = -16354027.140499
  nChanged 138
		SP:Iteration 41Q (4322.560000 sec): 3 clusters
  Score: Raw -16357979.159195 + Penalty 3863.568759 = -16354115.590436
  nChanged 160
		SP:Iteration 42Q (4323.340000 sec): 3 clusters
  Score: Raw -16358045.649728 + Penalty 3863.568759 = -16354182.080969
  nChanged 175
		SP:Iteration 43Q (4324.140000 sec): 3 clusters
  Score: Raw -16358104.348543 + Penalty 3863.568759 = -16354240.779784
  nChanged 151
		SP:Iteration 44Q (4324.970000 sec): 3 clusters
  Score: Raw -16358145.796155 + Penalty 3863.568759 = -16354282.227396
  nChanged 140
		SP:Iteration 45Q (4325.930000 sec): 3 clusters
  Score: Raw -16358179.792010 + Penalty 3863.568759 = -16354316.223251
  nChanged 115
		SP:Iteration 46Q (4326.770000 sec): 3 clusters
  Score: Raw -16358203.767644 + Penalty 3863.568759 = -16354340.198885
  nChanged 104
		SP:Iteration 47Q (4327.570000 sec): 3 clusters
  Score: Raw -16358224.553265 + Penalty 3863.568759 = -16354360.984506
  nChanged 98
		SP:Iteration 48Q (4328.340000 sec): 3 clusters
  Score: Raw -16358242.973615 + Penalty 3863.568759 = -16354379.404856
  nChanged 98
		SP:Iteration 49Q (4329.030000 sec): 3 clusters
  Score: Raw -16358258.589947 + Penalty 3863.568759 = -16354395.021188
  nChanged 79
		SP:Iteration 50Q (4329.720000 sec): 3 clusters
  Score: Raw -16358271.973143 + Penalty 3863.568759 = -16354408.404384
  nChanged 86
		SP:Iteration 51Q (4330.700000 sec): 3 clusters
  Score: Raw -16358286.415436 + Penalty 3863.568759 = -16354422.846677
  nChanged 71
		SP:Iteration 52Q (4331.450000 sec): 3 clusters
  Score: Raw -16358296.727447 + Penalty 3863.568759 = -16354433.158688
  nChanged 58
		SP:Iteration 53Q (4332.220000 sec): 3 clusters
  Score: Raw -16358303.193966 + Penalty 3863.568759 = -16354439.625207
  nChanged 46
		SP:Iteration 54Q (4332.920000 sec): 3 clusters
  Score: Raw -16358309.027218 + Penalty 3863.568759 = -16354445.458459
  nChanged 42
		SP:Iteration 55Q (4333.690000 sec): 3 clusters
  Score: Raw -16358313.997746 + Penalty 3863.568759 = -16354450.428987
  nChanged 33
		SP:Iteration 56Q (4334.600000 sec): 3 clusters
  Score: Raw -16358318.610388 + Penalty 3863.568759 = -16354455.041629
  nChanged 34
		SP:Iteration 57Q (4335.430000 sec): 3 clusters
  Score: Raw -16358322.512301 + Penalty 3863.568759 = -16354458.943542
  nChanged 30
		SP:Iteration 58Q (4336.180000 sec): 3 clusters
  Score: Raw -16358326.147524 + Penalty 3863.568759 = -16354462.578765
  nChanged 26
		SP:Iteration 59Q (4336.930000 sec): 3 clusters
  Score: Raw -16358328.909326 + Penalty 3863.568759 = -16354465.340567
  nChanged 31
		SP:Iteration 60F (4337.770000 sec): 3 clusters
  Score: Raw -16358345.784209 + Penalty 3863.568759 = -16354482.215450
  nChanged 40
		SP:Iteration 61Q (4338.510000 sec): 3 clusters
  Score: Raw -16358352.247108 + Penalty 3863.568759 = -16354488.678349
  nChanged 31
		SP:Iteration 62Q (4339.300000 sec): 3 clusters
  Score: Raw -16358354.993129 + Penalty 3863.568759 = -16354491.424370
  nChanged 21
		SP:Iteration 63Q (4340.070000 sec): 3 clusters
  Score: Raw -16358356.900166 + Penalty 3863.568759 = -16354493.331407
  nChanged 19
		SP:Iteration 64Q (4340.930000 sec): 3 clusters
  Score: Raw -16358358.261328 + Penalty 3863.568759 = -16354494.692569
  nChanged 10
		SP:Iteration 65Q (4341.650000 sec): 3 clusters
  Score: Raw -16358358.801972 + Penalty 3863.568759 = -16354495.233213
  nChanged 12
		SP:Iteration 66Q (4342.400000 sec): 3 clusters
  Score: Raw -16358359.908126 + Penalty 3863.568759 = -16354496.339367
  nChanged 14
		SP:Iteration 67Q (4343.250000 sec): 3 clusters
  Score: Raw -16358361.183677 + Penalty 3863.568759 = -16354497.614918
  nChanged 18
		SP:Iteration 68Q (4344.010000 sec): 3 clusters
  Score: Raw -16358363.095787 + Penalty 3863.568759 = -16354499.527028
  nChanged 15
		SP:Iteration 69Q (4344.750000 sec): 3 clusters
  Score: Raw -16358364.439671 + Penalty 3863.568759 = -16354500.870912
  nChanged 16
		SP:Iteration 70Q (4345.420000 sec): 3 clusters
  Score: Raw -16358366.584925 + Penalty 3863.568759 = -16354503.016166
  nChanged 27
		SP:Iteration 71Q (4346.240000 sec): 3 clusters
  Score: Raw -16358369.085666 + Penalty 3863.568759 = -16354505.516907
  nChanged 29
		SP:Iteration 72Q (4347.050000 sec): 3 clusters
  Score: Raw -16358371.902786 + Penalty 3863.568759 = -16354508.334027
  nChanged 21
		SP:Iteration 73Q (4347.810000 sec): 3 clusters
  Score: Raw -16358374.038462 + Penalty 3863.568759 = -16354510.469703
  nChanged 20
		SP:Iteration 74Q (4348.630000 sec): 3 clusters
  Score: Raw -16358375.796667 + Penalty 3863.568759 = -16354512.227908
  nChanged 15
		SP:Iteration 75Q (4349.410000 sec): 3 clusters
  Score: Raw -16358377.254020 + Penalty 3863.568759 = -16354513.685261
  nChanged 19
		SP:Iteration 76Q (4350.290000 sec): 3 clusters
  Score: Raw -16358378.819717 + Penalty 3863.568759 = -16354515.250958
  nChanged 13
		SP:Iteration 77Q (4351.170000 sec): 3 clusters
  Score: Raw -16358380.236103 + Penalty 3863.568759 = -16354516.667344
  nChanged 24
		SP:Iteration 78Q (4351.980000 sec): 3 clusters
  Score: Raw -16358382.882818 + Penalty 3863.568759 = -16354519.314059
  nChanged 28
		SP:Iteration 79Q (4352.800000 sec): 3 clusters
  Score: Raw -16358385.688346 + Penalty 3863.568759 = -16354522.119587
  nChanged 21
		SP:Iteration 80F (4353.690000 sec): 3 clusters
  Score: Raw -16358387.478956 + Penalty 3863.568759 = -16354523.910197
  nChanged 21
		SP:Iteration 81Q (4354.410000 sec): 3 clusters
  Score: Raw -16358389.372123 + Penalty 3863.568759 = -16354525.803364
  nChanged 26
		SP:Iteration 82Q (4355.230000 sec): 3 clusters
  Score: Raw -16358391.303452 + Penalty 3863.568759 = -16354527.734693
  nChanged 16
		SP:Iteration 83Q (4356.050000 sec): 3 clusters
  Score: Raw -16358392.753155 + Penalty 3863.568759 = -16354529.184396
  nChanged 19
		SP:Iteration 84Q (4356.990000 sec): 3 clusters
  Score: Raw -16358394.232014 + Penalty 3863.568759 = -16354530.663255
  nChanged 18
		SP:Iteration 85Q (4357.870000 sec): 3 clusters
  Score: Raw -16358395.331881 + Penalty 3863.568759 = -16354531.763122
  nChanged 11
		SP:Iteration 86Q (4358.660000 sec): 3 clusters
  Score: Raw -16358396.455378 + Penalty 3863.568759 = -16354532.886619
  nChanged 16
		SP:Iteration 87Q (4359.510000 sec): 3 clusters
  Score: Raw -16358397.808753 + Penalty 3863.568759 = -16354534.239994
  nChanged 15
		SP:Iteration 88Q (4360.360000 sec): 3 clusters
  Score: Raw -16358399.037402 + Penalty 3863.568759 = -16354535.468643
  nChanged 16
		SP:Iteration 89Q (4361.140000 sec): 3 clusters
  Score: Raw -16358400.473551 + Penalty 3863.568759 = -16354536.904792
  nChanged 16
		SP:Iteration 90Q (4361.970000 sec): 3 clusters
  Score: Raw -16358402.006847 + Penalty 3863.568759 = -16354538.438088
  nChanged 13
		SP:Iteration 91Q (4362.770000 sec): 3 clusters
  Score: Raw -16358403.178742 + Penalty 3863.568759 = -16354539.609983
  nChanged 20
		SP:Iteration 92Q (4363.560000 sec): 3 clusters
  Score: Raw -16358404.558028 + Penalty 3863.568759 = -16354540.989269
  nChanged 10
		SP:Iteration 93Q (4364.300000 sec): 3 clusters
  Score: Raw -16358405.359646 + Penalty 3863.568759 = -16354541.790887
  nChanged 7
		SP:Iteration 94Q (4365.040000 sec): 3 clusters
  Score: Raw -16358405.794205 + Penalty 3863.568759 = -16354542.225446
  nChanged 3
		SP:Iteration 95Q (4366.000000 sec): 3 clusters
  Score: Raw -16358405.970727 + Penalty 3863.568759 = -16354542.401968
  nChanged 1
		SP:Iteration 96Q (4366.850000 sec): 3 clusters
  Score: Raw -16358406.060018 + Penalty 3863.568759 = -16354542.491259
  nChanged 2
		SP:Iteration 97Q (4367.700000 sec): 3 clusters
  Score: Raw -16358406.169788 + Penalty 3863.568759 = -16354542.601029
  nChanged 1
		SP:Iteration 98Q (4368.570000 sec): 3 clusters
  Score: Raw -16358406.202071 + Penalty 3863.568759 = -16354542.633312
  nChanged 1
		SP:Iteration 99Q (4369.390000 sec): 3 clusters
  Score: Raw -16358406.220327 + Penalty 3863.568759 = -16354542.651568
  nChanged 1
		SP:Iteration 100F (4370.420000 sec): 3 clusters
  Score: Raw -16358406.275280 + Penalty 3863.568759 = -16354542.706521
  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 11.19 GB.

 Trying to split cluster 8 (14106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4370.690000 sec): 2 clusters
  Score: Raw -1542234.357924 + Penalty 1552.582772 = -1540681.775152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4370.980000 sec): 3 clusters
  Score: Raw -1534019.630024 + Penalty 3105.165543 = -1530914.464481
  nChanged 6261
		SP:Iteration 1F (4371.220000 sec): 3 clusters
  Score: Raw -1537688.103382 + Penalty 3105.165543 = -1534582.937839
  nChanged 930
		SP:Iteration 2F (4371.490000 sec): 3 clusters
  Score: Raw -1538148.274403 + Penalty 3105.165543 = -1535043.108860
  nChanged 800
		SP:Iteration 3F (4371.700000 sec): 3 clusters
  Score: Raw -1538606.675814 + Penalty 3105.165543 = -1535501.510270
  nChanged 795
		SP:Iteration 4F (4371.970000 sec): 3 clusters
  Score: Raw -1539103.660764 + Penalty 3105.165543 = -1535998.495221
  nChanged 799
		SP:Iteration 5F (4372.190000 sec): 3 clusters
  Score: Raw -1539660.246194 + Penalty 3105.165543 = -1536555.080650
  nChanged 814
		SP:Iteration 6F (4372.460000 sec): 3 clusters
  Score: Raw -1540230.607592 + Penalty 3105.165543 = -1537125.442049
  nChanged 724
		SP:Iteration 7F (4372.660000 sec): 3 clusters
  Score: Raw -1540715.252125 + Penalty 3105.165543 = -1537610.086582
  nChanged 624
		SP:Iteration 8Q (4372.920000 sec): 3 clusters
  Score: Raw -1541112.007855 + Penalty 3105.165543 = -1538006.842312
  nChanged 540
		SP:Iteration 9Q (4373.230000 sec): 3 clusters
  Score: Raw -1541411.545325 + Penalty 3105.165543 = -1538306.379782
  nChanged 434
		SP:Iteration 10Q (4373.540000 sec): 3 clusters
  Score: Raw -1541640.040766 + Penalty 3105.165543 = -1538534.875223
  nChanged 382
		SP:Iteration 11Q (4373.800000 sec): 3 clusters
  Score: Raw -1541859.500128 + Penalty 3105.165543 = -1538754.334585
  nChanged 360
		SP:Iteration 12Q (4374.010000 sec): 3 clusters
  Score: Raw -1542061.066731 + Penalty 3105.165543 = -1538955.901187
  nChanged 294
		SP:Iteration 13Q (4374.310000 sec): 3 clusters
  Score: Raw -1542196.214231 + Penalty 3105.165543 = -1539091.048688
  nChanged 255
		SP:Iteration 14Q (4374.610000 sec): 3 clusters
  Score: Raw -1542298.242200 + Penalty 3105.165543 = -1539193.076657
  nChanged 243
		SP:Iteration 15Q (4374.930000 sec): 3 clusters
  Score: Raw -1542389.925275 + Penalty 3105.165543 = -1539284.759732
  nChanged 210
		SP:Iteration 16Q (4375.210000 sec): 3 clusters
  Score: Raw -1542467.588639 + Penalty 3105.165543 = -1539362.423096
  nChanged 205
		SP:Iteration 17Q (4375.460000 sec): 3 clusters
  Score: Raw -1542552.756673 + Penalty 3105.165543 = -1539447.591130
  nChanged 199
		SP:Iteration 18Q (4375.760000 sec): 3 clusters
  Score: Raw -1542626.559855 + Penalty 3105.165543 = -1539521.394312
  nChanged 162
		SP:Iteration 19Q (4376.060000 sec): 3 clusters
  Score: Raw -1542669.124485 + Penalty 3105.165543 = -1539563.958942
  nChanged 124
		SP:Iteration 20F (4376.340000 sec): 3 clusters
  Score: Raw -1542696.771606 + Penalty 3105.165543 = -1539591.606063
  nChanged 103
		SP:Iteration 21Q (4376.640000 sec): 3 clusters
  Score: Raw -1542724.158626 + Penalty 3105.165543 = -1539618.993083
  nChanged 122
		SP:Iteration 22Q (4376.890000 sec): 3 clusters
  Score: Raw -1542755.945459 + Penalty 3105.165543 = -1539650.779915
  nChanged 111
		SP:Iteration 23Q (4377.150000 sec): 3 clusters
  Score: Raw -1542788.673582 + Penalty 3105.165543 = -1539683.508039
  nChanged 110
		SP:Iteration 24Q (4377.420000 sec): 3 clusters
  Score: Raw -1542815.557913 + Penalty 3105.165543 = -1539710.392370
  nChanged 98
		SP:Iteration 25Q (4377.680000 sec): 3 clusters
  Score: Raw -1542834.892142 + Penalty 3105.165543 = -1539729.726599
  nChanged 64
		SP:Iteration 26Q (4377.940000 sec): 3 clusters
  Score: Raw -1542846.072351 + Penalty 3105.165543 = -1539740.906807
  nChanged 63
		SP:Iteration 27Q (4378.200000 sec): 3 clusters
  Score: Raw -1542856.513615 + Penalty 3105.165543 = -1539751.348072
  nChanged 53
		SP:Iteration 28Q (4378.470000 sec): 3 clusters
  Score: Raw -1542864.670812 + Penalty 3105.165543 = -1539759.505269
  nChanged 53
		SP:Iteration 29Q (4378.730000 sec): 3 clusters
  Score: Raw -1542873.206218 + Penalty 3105.165543 = -1539768.040674
  nChanged 49
		SP:Iteration 30Q (4378.940000 sec): 3 clusters
  Score: Raw -1542879.678536 + Penalty 3105.165543 = -1539774.512993
  nChanged 41
		SP:Iteration 31Q (4379.170000 sec): 3 clusters
  Score: Raw -1542884.203740 + Penalty 3105.165543 = -1539779.038197
  nChanged 29
		SP:Iteration 32Q (4379.420000 sec): 3 clusters
  Score: Raw -1542887.257942 + Penalty 3105.165543 = -1539782.092398
  nChanged 27
		SP:Iteration 33Q (4379.660000 sec): 3 clusters
  Score: Raw -1542890.632457 + Penalty 3105.165543 = -1539785.466914
  nChanged 35
		SP:Iteration 34Q (4379.960000 sec): 3 clusters
  Score: Raw -1542894.723532 + Penalty 3105.165543 = -1539789.557989
  nChanged 25
		SP:Iteration 35Q (4380.230000 sec): 3 clusters
  Score: Raw -1542897.558217 + Penalty 3105.165543 = -1539792.392674
  nChanged 19
		SP:Iteration 36Q (4380.480000 sec): 3 clusters
  Score: Raw -1542899.206023 + Penalty 3105.165543 = -1539794.040480
  nChanged 18
		SP:Iteration 37Q (4380.670000 sec): 3 clusters
  Score: Raw -1542900.360020 + Penalty 3105.165543 = -1539795.194476
  nChanged 12
		SP:Iteration 38Q (4380.920000 sec): 3 clusters
  Score: Raw -1542901.535358 + Penalty 3105.165543 = -1539796.369815
  nChanged 12
		SP:Iteration 39Q (4381.170000 sec): 3 clusters
  Score: Raw -1542902.408917 + Penalty 3105.165543 = -1539797.243373
  nChanged 7
		SP:Iteration 40F (4381.430000 sec): 3 clusters
  Score: Raw -1542902.951899 + Penalty 3105.165543 = -1539797.786356
  nChanged 6
		SP:Iteration 41Q (4381.660000 sec): 3 clusters
  Score: Raw -1542903.341423 + Penalty 3105.165543 = -1539798.175880
  nChanged 4
		SP:Iteration 42Q (4381.920000 sec): 3 clusters
  Score: Raw -1542903.574677 + Penalty 3105.165543 = -1539798.409134
  nChanged 1
		SP:Iteration 43Q (4382.150000 sec): 3 clusters
  Score: Raw -1542903.625599 + Penalty 3105.165543 = -1539798.460056
  nChanged 1
		SP:Iteration 44Q (4382.380000 sec): 3 clusters
  Score: Raw -1542903.661926 + Penalty 3105.165543 = -1539798.496383
  nChanged 2
		SP:Iteration 45Q (4382.610000 sec): 3 clusters
  Score: Raw -1542903.946551 + Penalty 3105.165543 = -1539798.781007
  nChanged 4
		SP:Iteration 46Q (4382.840000 sec): 3 clusters
  Score: Raw -1542904.366671 + Penalty 3105.165543 = -1539799.201128
  nChanged 6
		SP:Iteration 47Q (4383.100000 sec): 3 clusters
  Score: Raw -1542904.993457 + Penalty 3105.165543 = -1539799.827914
  nChanged 10
		SP:Iteration 48Q (4383.350000 sec): 3 clusters
  Score: Raw -1542906.066392 + Penalty 3105.165543 = -1539800.900849
  nChanged 7
		SP:Iteration 49Q (4383.590000 sec): 3 clusters
  Score: Raw -1542906.711830 + Penalty 3105.165543 = -1539801.546287
  nChanged 6
		SP:Iteration 50Q (4383.870000 sec): 3 clusters
  Score: Raw -1542907.164856 + Penalty 3105.165543 = -1539801.999312
  nChanged 9
		SP:Iteration 51Q (4384.090000 sec): 3 clusters
  Score: Raw -1542908.245728 + Penalty 3105.165543 = -1539803.080185
  nChanged 7
		SP:Iteration 52Q (4384.320000 sec): 3 clusters
  Score: Raw -1542908.895779 + Penalty 3105.165543 = -1539803.730236
  nChanged 5
		SP:Iteration 53Q (4384.560000 sec): 3 clusters
  Score: Raw -1542909.264491 + Penalty 3105.165543 = -1539804.098948
  nChanged 2
		SP:Iteration 54Q (4384.770000 sec): 3 clusters
  Score: Raw -1542909.429237 + Penalty 3105.165543 = -1539804.263693
  nChanged 1
		SP:Iteration 55Q (4385.060000 sec): 3 clusters
  Score: Raw -1542909.473686 + Penalty 3105.165543 = -1539804.308143
  nChanged 0
		SP:Iteration 56F (4385.270000 sec): 3 clusters
  Score: Raw -1542909.473686 + Penalty 3105.165543 = -1539804.308143
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (1126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4385.380000 sec): 2 clusters
  Score: Raw -85558.874857 + Penalty 1141.794356 = -84417.080500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4385.610000 sec): 3 clusters
  Score: Raw -85552.763048 + Penalty 2283.588713 = -83269.174335
  nChanged 416
		SP:Iteration 1F (4385.870000 sec): 3 clusters
  Score: Raw -86946.757848 + Penalty 2283.588713 = -84663.169135
  nChanged 137
		SP:Iteration 2F (4386.010000 sec): 3 clusters
  Score: Raw -88069.832093 + Penalty 2283.588713 = -85786.243380
  nChanged 90
		SP:Iteration 3F (4386.210000 sec): 3 clusters
  Score: Raw -89237.287618 + Penalty 2283.588713 = -86953.698905
  nChanged 52
		SP:Iteration 4Q (4386.390000 sec): 3 clusters
  Score: Raw -89615.758649 + Penalty 2283.588713 = -87332.169936
  nChanged 41
		SP:Iteration 5Q (4386.560000 sec): 3 clusters
  Score: Raw -89932.629509 + Penalty 2283.588713 = -87649.040796
  nChanged 28
		SP:Iteration 6Q (4386.740000 sec): 3 clusters
  Score: Raw -90290.727839 + Penalty 2283.588713 = -88007.139126
  nChanged 16
		SP:Iteration 7Q (4386.980000 sec): 3 clusters
  Score: Raw -90437.961314 + Penalty 2283.588713 = -88154.372601
  nChanged 7
		SP:Iteration 8Q (4387.130000 sec): 3 clusters
  Score: Raw -90447.077198 + Penalty 2283.588713 = -88163.488485
  nChanged 2
		SP:Iteration 9Q (4387.320000 sec): 3 clusters
  Score: Raw -90451.804197 + Penalty 2283.588713 = -88168.215484
  nChanged 2
		SP:Iteration 10Q (4387.500000 sec): 3 clusters
  Score: Raw -90455.818671 + Penalty 2283.588713 = -88172.229958
  nChanged 0
		SP:Iteration 11F (4387.700000 sec): 3 clusters
  Score: Raw -90478.519729 + Penalty 2283.588713 = -88194.931016
  nChanged 7
		SP:Iteration 12Q (4387.860000 sec): 3 clusters
  Score: Raw -90533.490735 + Penalty 2283.588713 = -88249.902022
  nChanged 5
		SP:Iteration 13Q (4388.080000 sec): 3 clusters
  Score: Raw -90557.904908 + Penalty 2283.588713 = -88274.316195
  nChanged 3
		SP:Iteration 14Q (4388.220000 sec): 3 clusters
  Score: Raw -90563.462030 + Penalty 2283.588713 = -88279.873317
  nChanged 4
		SP:Iteration 15Q (4388.430000 sec): 3 clusters
  Score: Raw -90573.798277 + Penalty 2283.588713 = -88290.209564
  nChanged 1
		SP:Iteration 16Q (4388.620000 sec): 3 clusters
  Score: Raw -90577.267349 + Penalty 2283.588713 = -88293.678636
  nChanged 2
		SP:Iteration 17Q (4388.840000 sec): 3 clusters
  Score: Raw -90580.868988 + Penalty 2283.588713 = -88297.280275
  nChanged 0
		SP:Iteration 18F (4389.040000 sec): 3 clusters
  Score: Raw -90580.868988 + Penalty 2283.588713 = -88297.280275
  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 11.19 GB.

 Trying to split cluster 10 (47632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4389.340000 sec): 2 clusters
  Score: Raw -5023398.049548 + Penalty 1750.329764 = -5021647.719785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4389.740000 sec): 3 clusters
  Score: Raw -4993363.027454 + Penalty 3500.659527 = -4989862.367927
  nChanged 22355
		SP:Iteration 1F (4390.200000 sec): 3 clusters
  Score: Raw -5006569.556029 + Penalty 3500.659527 = -5003068.896502
  nChanged 2690
		SP:Iteration 2F (4390.600000 sec): 3 clusters
  Score: Raw -5007973.018457 + Penalty 3500.659527 = -5004472.358930
  nChanged 2980
		SP:Iteration 3F (4391.000000 sec): 3 clusters
  Score: Raw -5009785.354530 + Penalty 3500.659527 = -5006284.695003
  nChanged 3115
		SP:Iteration 4F (4391.410000 sec): 3 clusters
  Score: Raw -5011802.745266 + Penalty 3500.659527 = -5008302.085739
  nChanged 3013
		SP:Iteration 5F (4391.790000 sec): 3 clusters
  Score: Raw -5013711.083986 + Penalty 3500.659527 = -5010210.424459
  nChanged 2831
		SP:Iteration 6F (4392.140000 sec): 3 clusters
  Score: Raw -5015367.991963 + Penalty 3500.659527 = -5011867.332436
  nChanged 2486
		SP:Iteration 7F (4392.540000 sec): 3 clusters
  Score: Raw -5016613.946486 + Penalty 3500.659527 = -5013113.286959
  nChanged 2013
		SP:Iteration 8Q (4392.930000 sec): 3 clusters
  Score: Raw -5017498.454826 + Penalty 3500.659527 = -5013997.795299
  nChanged 1603
		SP:Iteration 9Q (4393.380000 sec): 3 clusters
  Score: Raw -5018102.734550 + Penalty 3500.659527 = -5014602.075023
  nChanged 1246
		SP:Iteration 10Q (4393.840000 sec): 3 clusters
  Score: Raw -5018528.627641 + Penalty 3500.659527 = -5015027.968114
  nChanged 1037
		SP:Iteration 11Q (4394.310000 sec): 3 clusters
  Score: Raw -5018816.040939 + Penalty 3500.659527 = -5015315.381412
  nChanged 797
		SP:Iteration 12Q (4394.710000 sec): 3 clusters
  Score: Raw -5018993.179633 + Penalty 3500.659527 = -5015492.520106
  nChanged 649
		SP:Iteration 13Q (4395.190000 sec): 3 clusters
  Score: Raw -5019125.797359 + Penalty 3500.659527 = -5015625.137832
  nChanged 536
		SP:Iteration 14Q (4395.640000 sec): 3 clusters
  Score: Raw -5019228.366794 + Penalty 3500.659527 = -5015727.707266
  nChanged 481
		SP:Iteration 15Q (4396.070000 sec): 3 clusters
  Score: Raw -5019316.309949 + Penalty 3500.659527 = -5015815.650422
  nChanged 471
		SP:Iteration 16Q (4396.470000 sec): 3 clusters
  Score: Raw -5019403.219496 + Penalty 3500.659527 = -5015902.559969
  nChanged 457
		SP:Iteration 17Q (4396.900000 sec): 3 clusters
  Score: Raw -5019492.384261 + Penalty 3500.659527 = -5015991.724734
  nChanged 452
		SP:Iteration 18Q (4397.330000 sec): 3 clusters
  Score: Raw -5019575.417576 + Penalty 3500.659527 = -5016074.758049
  nChanged 448
		SP:Iteration 19Q (4397.760000 sec): 3 clusters
  Score: Raw -5019662.439804 + Penalty 3500.659527 = -5016161.780277
  nChanged 476
		SP:Iteration 20F (4398.130000 sec): 3 clusters
  Score: Raw -5019764.046012 + Penalty 3500.659527 = -5016263.386485
  nChanged 511
		SP:Iteration 21Q (4398.590000 sec): 3 clusters
  Score: Raw -5019871.710650 + Penalty 3500.659527 = -5016371.051123
  nChanged 506
		SP:Iteration 22Q (4399.020000 sec): 3 clusters
  Score: Raw -5019982.508506 + Penalty 3500.659527 = -5016481.848979
  nChanged 529
		SP:Iteration 23Q (4399.430000 sec): 3 clusters
  Score: Raw -5020101.758397 + Penalty 3500.659527 = -5016601.098870
  nChanged 517
		SP:Iteration 24Q (4399.820000 sec): 3 clusters
  Score: Raw -5020213.094202 + Penalty 3500.659527 = -5016712.434675
  nChanged 506
		SP:Iteration 25Q (4400.230000 sec): 3 clusters
  Score: Raw -5020336.618832 + Penalty 3500.659527 = -5016835.959305
  nChanged 546
		SP:Iteration 26Q (4400.650000 sec): 3 clusters
  Score: Raw -5020466.650526 + Penalty 3500.659527 = -5016965.990999
  nChanged 543
		SP:Iteration 27Q (4401.080000 sec): 3 clusters
  Score: Raw -5020591.776262 + Penalty 3500.659527 = -5017091.116735
  nChanged 528
		SP:Iteration 28Q (4401.510000 sec): 3 clusters
  Score: Raw -5020719.580312 + Penalty 3500.659527 = -5017218.920785
  nChanged 524
		SP:Iteration 29Q (4401.940000 sec): 3 clusters
  Score: Raw -5020836.998308 + Penalty 3500.659527 = -5017336.338781
  nChanged 496
		SP:Iteration 30Q (4402.360000 sec): 3 clusters
  Score: Raw -5020957.741306 + Penalty 3500.659527 = -5017457.081779
  nChanged 518
		SP:Iteration 31Q (4402.780000 sec): 3 clusters
  Score: Raw -5021085.350260 + Penalty 3500.659527 = -5017584.690733
  nChanged 532
		SP:Iteration 32Q (4403.170000 sec): 3 clusters
  Score: Raw -5021211.866229 + Penalty 3500.659527 = -5017711.206702
  nChanged 504
		SP:Iteration 33Q (4403.600000 sec): 3 clusters
  Score: Raw -5021329.942554 + Penalty 3500.659527 = -5017829.283027
  nChanged 504
		SP:Iteration 34Q (4404.000000 sec): 3 clusters
  Score: Raw -5021452.613399 + Penalty 3500.659527 = -5017951.953872
  nChanged 529
		SP:Iteration 35Q (4404.350000 sec): 3 clusters
  Score: Raw -5021579.890723 + Penalty 3500.659527 = -5018079.231196
  nChanged 494
		SP:Iteration 36Q (4404.750000 sec): 3 clusters
  Score: Raw -5021698.726116 + Penalty 3500.659527 = -5018198.066589
  nChanged 484
		SP:Iteration 37Q (4405.140000 sec): 3 clusters
  Score: Raw -5021819.531316 + Penalty 3500.659527 = -5018318.871789
  nChanged 487
		SP:Iteration 38Q (4405.510000 sec): 3 clusters
  Score: Raw -5021943.887301 + Penalty 3500.659527 = -5018443.227774
  nChanged 484
		SP:Iteration 39Q (4405.880000 sec): 3 clusters
  Score: Raw -5022073.377309 + Penalty 3500.659527 = -5018572.717782
  nChanged 498
		SP:Iteration 40F (4406.330000 sec): 3 clusters
  Score: Raw -5022210.877483 + Penalty 3500.659527 = -5018710.217956
  nChanged 464
		SP:Iteration 41Q (4406.750000 sec): 3 clusters
  Score: Raw -5022338.130566 + Penalty 3500.659527 = -5018837.471039
  nChanged 435
		SP:Iteration 42Q (4407.180000 sec): 3 clusters
  Score: Raw -5022454.392766 + Penalty 3500.659527 = -5018953.733239
  nChanged 411
		SP:Iteration 43Q (4407.610000 sec): 3 clusters
  Score: Raw -5022558.878815 + Penalty 3500.659527 = -5019058.219288
  nChanged 386
		SP:Iteration 44Q (4408.000000 sec): 3 clusters
  Score: Raw -5022653.855148 + Penalty 3500.659527 = -5019153.195621
  nChanged 352
		SP:Iteration 45Q (4408.340000 sec): 3 clusters
  Score: Raw -5022732.336557 + Penalty 3500.659527 = -5019231.677030
  nChanged 345
		SP:Iteration 46Q (4408.690000 sec): 3 clusters
  Score: Raw -5022810.012269 + Penalty 3500.659527 = -5019309.352742
  nChanged 331
		SP:Iteration 47Q (4409.050000 sec): 3 clusters
  Score: Raw -5022889.568930 + Penalty 3500.659527 = -5019388.909403
  nChanged 318
		SP:Iteration 48Q (4409.420000 sec): 3 clusters
  Score: Raw -5022964.195616 + Penalty 3500.659527 = -5019463.536088
  nChanged 295
		SP:Iteration 49Q (4409.820000 sec): 3 clusters
  Score: Raw -5023034.425130 + Penalty 3500.659527 = -5019533.765602
  nChanged 299
		SP:Iteration 50Q (4410.210000 sec): 3 clusters
  Score: Raw -5023112.832949 + Penalty 3500.659527 = -5019612.173422
  nChanged 279
		SP:Iteration 51Q (4410.580000 sec): 3 clusters
  Score: Raw -5023189.169038 + Penalty 3500.659527 = -5019688.509511
  nChanged 266
		SP:Iteration 52Q (4410.980000 sec): 3 clusters
  Score: Raw -5023257.971709 + Penalty 3500.659527 = -5019757.312182
  nChanged 238
		SP:Iteration 53Q (4411.380000 sec): 3 clusters
  Score: Raw -5023312.417417 + Penalty 3500.659527 = -5019811.757890
  nChanged 212
		SP:Iteration 54Q (4411.710000 sec): 3 clusters
  Score: Raw -5023358.836675 + Penalty 3500.659527 = -5019858.177148
  nChanged 200
		SP:Iteration 55Q (4412.140000 sec): 3 clusters
  Score: Raw -5023404.751405 + Penalty 3500.659527 = -5019904.091878
  nChanged 188
		SP:Iteration 56Q (4412.530000 sec): 3 clusters
  Score: Raw -5023448.289615 + Penalty 3500.659527 = -5019947.630088
  nChanged 183
		SP:Iteration 57Q (4412.910000 sec): 3 clusters
  Score: Raw -5023492.804526 + Penalty 3500.659527 = -5019992.144999
  nChanged 154
		SP:Iteration 58Q (4413.300000 sec): 3 clusters
  Score: Raw -5023529.757948 + Penalty 3500.659527 = -5020029.098421
  nChanged 155
		SP:Iteration 59Q (4413.660000 sec): 3 clusters
  Score: Raw -5023567.222634 + Penalty 3500.659527 = -5020066.563107
  nChanged 159
		SP:Iteration 60F (4414.040000 sec): 3 clusters
  Score: Raw -5023608.238493 + Penalty 3500.659527 = -5020107.578966
  nChanged 165
		SP:Iteration 61Q (4414.390000 sec): 3 clusters
  Score: Raw -5023649.831564 + Penalty 3500.659527 = -5020149.172037
  nChanged 152
		SP:Iteration 62Q (4414.760000 sec): 3 clusters
  Score: Raw -5023692.415326 + Penalty 3500.659527 = -5020191.755799
  nChanged 142
		SP:Iteration 63Q (4415.090000 sec): 3 clusters
  Score: Raw -5023733.712681 + Penalty 3500.659527 = -5020233.053154
  nChanged 135
		SP:Iteration 64Q (4415.500000 sec): 3 clusters
  Score: Raw -5023768.367814 + Penalty 3500.659527 = -5020267.708287
  nChanged 128
		SP:Iteration 65Q (4415.900000 sec): 3 clusters
  Score: Raw -5023801.803601 + Penalty 3500.659527 = -5020301.144074
  nChanged 113
		SP:Iteration 66Q (4416.280000 sec): 3 clusters
  Score: Raw -5023828.925017 + Penalty 3500.659527 = -5020328.265490
  nChanged 98
		SP:Iteration 67Q (4416.640000 sec): 3 clusters
  Score: Raw -5023852.094813 + Penalty 3500.659527 = -5020351.435286
  nChanged 85
		SP:Iteration 68Q (4416.970000 sec): 3 clusters
  Score: Raw -5023873.913636 + Penalty 3500.659527 = -5020373.254109
  nChanged 76
		SP:Iteration 69Q (4417.330000 sec): 3 clusters
  Score: Raw -5023889.623026 + Penalty 3500.659527 = -5020388.963499
  nChanged 61
		SP:Iteration 70Q (4417.720000 sec): 3 clusters
  Score: Raw -5023902.055132 + Penalty 3500.659527 = -5020401.395605
  nChanged 53
		SP:Iteration 71Q (4418.060000 sec): 3 clusters
  Score: Raw -5023913.237077 + Penalty 3500.659527 = -5020412.577550
  nChanged 47
		SP:Iteration 72Q (4418.460000 sec): 3 clusters
  Score: Raw -5023923.548952 + Penalty 3500.659527 = -5020422.889425
  nChanged 44
		SP:Iteration 73Q (4418.790000 sec): 3 clusters
  Score: Raw -5023932.533092 + Penalty 3500.659527 = -5020431.873565
  nChanged 46
		SP:Iteration 74Q (4419.190000 sec): 3 clusters
  Score: Raw -5023941.662640 + Penalty 3500.659527 = -5020441.003113
  nChanged 50
		SP:Iteration 75Q (4419.540000 sec): 3 clusters
  Score: Raw -5023956.066857 + Penalty 3500.659527 = -5020455.407330
  nChanged 62
		SP:Iteration 76Q (4419.930000 sec): 3 clusters
  Score: Raw -5023972.574707 + Penalty 3500.659527 = -5020471.915180
  nChanged 66
		SP:Iteration 77Q (4420.310000 sec): 3 clusters
  Score: Raw -5023990.009038 + Penalty 3500.659527 = -5020489.349511
  nChanged 59
		SP:Iteration 78Q (4420.680000 sec): 3 clusters
  Score: Raw -5024002.405364 + Penalty 3500.659527 = -5020501.745837
  nChanged 49
		SP:Iteration 79Q (4421.080000 sec): 3 clusters
  Score: Raw -5024015.012321 + Penalty 3500.659527 = -5020514.352794
  nChanged 43
		SP:Iteration 80F (4421.490000 sec): 3 clusters
  Score: Raw -5024024.728304 + Penalty 3500.659527 = -5020524.068777
  nChanged 35
		SP:Iteration 81Q (4421.900000 sec): 3 clusters
  Score: Raw -5024031.572100 + Penalty 3500.659527 = -5020530.912573
  nChanged 27
		SP:Iteration 82Q (4422.290000 sec): 3 clusters
  Score: Raw -5024038.054079 + Penalty 3500.659527 = -5020537.394552
  nChanged 28
		SP:Iteration 83Q (4422.710000 sec): 3 clusters
  Score: Raw -5024044.747931 + Penalty 3500.659527 = -5020544.088404
  nChanged 37
		SP:Iteration 84Q (4423.160000 sec): 3 clusters
  Score: Raw -5024052.561027 + Penalty 3500.659527 = -5020551.901500
  nChanged 27
		SP:Iteration 85Q (4423.570000 sec): 3 clusters
  Score: Raw -5024059.701602 + Penalty 3500.659527 = -5020559.042075
  nChanged 35
		SP:Iteration 86Q (4423.920000 sec): 3 clusters
  Score: Raw -5024067.873542 + Penalty 3500.659527 = -5020567.214015
  nChanged 30
		SP:Iteration 87Q (4424.330000 sec): 3 clusters
  Score: Raw -5024073.229054 + Penalty 3500.659527 = -5020572.569527
  nChanged 24
		SP:Iteration 88Q (4424.700000 sec): 3 clusters
  Score: Raw -5024078.465728 + Penalty 3500.659527 = -5020577.806201
  nChanged 21
		SP:Iteration 89Q (4425.080000 sec): 3 clusters
  Score: Raw -5024081.764992 + Penalty 3500.659527 = -5020581.105465
  nChanged 10
		SP:Iteration 90Q (4425.480000 sec): 3 clusters
  Score: Raw -5024083.208483 + Penalty 3500.659527 = -5020582.548956
  nChanged 6
		SP:Iteration 91Q (4425.830000 sec): 3 clusters
  Score: Raw -5024084.257584 + Penalty 3500.659527 = -5020583.598057
  nChanged 9
		SP:Iteration 92Q (4426.220000 sec): 3 clusters
  Score: Raw -5024085.995849 + Penalty 3500.659527 = -5020585.336322
  nChanged 8
		SP:Iteration 93Q (4426.530000 sec): 3 clusters
  Score: Raw -5024087.106323 + Penalty 3500.659527 = -5020586.446796
  nChanged 6
		SP:Iteration 94Q (4426.900000 sec): 3 clusters
  Score: Raw -5024088.495416 + Penalty 3500.659527 = -5020587.835888
  nChanged 7
		SP:Iteration 95Q (4427.220000 sec): 3 clusters
  Score: Raw -5024089.629665 + Penalty 3500.659527 = -5020588.970138
  nChanged 10
		SP:Iteration 96Q (4427.670000 sec): 3 clusters
  Score: Raw -5024091.791325 + Penalty 3500.659527 = -5020591.131798
  nChanged 16
		SP:Iteration 97Q (4428.060000 sec): 3 clusters
  Score: Raw -5024094.581894 + Penalty 3500.659527 = -5020593.922367
  nChanged 13
		SP:Iteration 98Q (4428.460000 sec): 3 clusters
  Score: Raw -5024096.592626 + Penalty 3500.659527 = -5020595.933099
  nChanged 9
		SP:Iteration 99Q (4428.750000 sec): 3 clusters
  Score: Raw -5024097.898919 + Penalty 3500.659527 = -5020597.239392
  nChanged 4
		SP:Iteration 100F (4429.170000 sec): 3 clusters
  Score: Raw -5024098.679567 + Penalty 3500.659527 = -5020598.020040
  nChanged 4
		SP:Iteration 101Q (4429.500000 sec): 3 clusters
  Score: Raw -5024099.195629 + Penalty 3500.659527 = -5020598.536102
  nChanged 3
		SP:Iteration 102Q (4429.870000 sec): 3 clusters
  Score: Raw -5024099.544402 + Penalty 3500.659527 = -5020598.884875
  nChanged 3
		SP:Iteration 103Q (4430.200000 sec): 3 clusters
  Score: Raw -5024099.825402 + Penalty 3500.659527 = -5020599.165875
  nChanged 5
		SP:Iteration 104Q (4430.560000 sec): 3 clusters
  Score: Raw -5024100.584539 + Penalty 3500.659527 = -5020599.925012
  nChanged 3
		SP:Iteration 105Q (4430.900000 sec): 3 clusters
  Score: Raw -5024100.961333 + Penalty 3500.659527 = -5020600.301806
  nChanged 7
		SP:Iteration 106Q (4431.220000 sec): 3 clusters
  Score: Raw -5024102.071402 + Penalty 3500.659527 = -5020601.411875
  nChanged 8
		SP:Iteration 107Q (4431.510000 sec): 3 clusters
  Score: Raw -5024104.003138 + Penalty 3500.659527 = -5020603.343611
  nChanged 13
		SP:Iteration 108Q (4431.890000 sec): 3 clusters
  Score: Raw -5024106.163985 + Penalty 3500.659527 = -5020605.504458
  nChanged 10
		SP:Iteration 109Q (4432.220000 sec): 3 clusters
  Score: Raw -5024107.885460 + Penalty 3500.659527 = -5020607.225933
  nChanged 11
		SP:Iteration 110Q (4432.590000 sec): 3 clusters
  Score: Raw -5024110.814418 + Penalty 3500.659527 = -5020610.154891
  nChanged 13
		SP:Iteration 111Q (4433.040000 sec): 3 clusters
  Score: Raw -5024113.183891 + Penalty 3500.659527 = -5020612.524364
  nChanged 12
		SP:Iteration 112Q (4433.400000 sec): 3 clusters
  Score: Raw -5024117.227328 + Penalty 3500.659527 = -5020616.567800
  nChanged 9
		SP:Iteration 113Q (4433.780000 sec): 3 clusters
  Score: Raw -5024119.605595 + Penalty 3500.659527 = -5020618.946067
  nChanged 7
		SP:Iteration 114Q (4434.190000 sec): 3 clusters
  Score: Raw -5024121.062030 + Penalty 3500.659527 = -5020620.402503
  nChanged 6
		SP:Iteration 115Q (4434.550000 sec): 3 clusters
  Score: Raw -5024122.465504 + Penalty 3500.659527 = -5020621.805976
  nChanged 7
		SP:Iteration 116Q (4434.890000 sec): 3 clusters
  Score: Raw -5024123.839179 + Penalty 3500.659527 = -5020623.179652
  nChanged 8
		SP:Iteration 117Q (4435.290000 sec): 3 clusters
  Score: Raw -5024125.009621 + Penalty 3500.659527 = -5020624.350094
  nChanged 4
		SP:Iteration 118Q (4435.650000 sec): 3 clusters
  Score: Raw -5024125.577190 + Penalty 3500.659527 = -5020624.917663
  nChanged 3
		SP:Iteration 119Q (4435.960000 sec): 3 clusters
  Score: Raw -5024126.354536 + Penalty 3500.659527 = -5020625.695009
  nChanged 3
		SP:Iteration 120F (4436.430000 sec): 3 clusters
  Score: Raw -5024127.173990 + Penalty 3500.659527 = -5020626.514463
  nChanged 6
		SP:Iteration 121Q (4436.820000 sec): 3 clusters
  Score: Raw -5024128.120765 + Penalty 3500.659527 = -5020627.461238
  nChanged 5
		SP:Iteration 122Q (4437.200000 sec): 3 clusters
  Score: Raw -5024128.949578 + Penalty 3500.659527 = -5020628.290051
  nChanged 1
		SP:Iteration 123Q (4437.630000 sec): 3 clusters
  Score: Raw -5024129.004978 + Penalty 3500.659527 = -5020628.345450
  nChanged 0
		SP:Iteration 124F (4438.060000 sec): 3 clusters
  Score: Raw -5024129.004978 + Penalty 3500.659527 = -5020628.345450
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 11 (2136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4438.190000 sec): 2 clusters
  Score: Raw -227571.425327 + Penalty 1245.837158 = -226325.588169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4438.380000 sec): 3 clusters
  Score: Raw -226679.002815 + Penalty 2491.674315 = -224187.328500
  nChanged 797
		SP:Iteration 1F (4438.640000 sec): 3 clusters
  Score: Raw -227985.808103 + Penalty 2491.674315 = -225494.133788
  nChanged 304
		SP:Iteration 2F (4438.820000 sec): 3 clusters
  Score: Raw -229092.714420 + Penalty 2491.674315 = -226601.040105
  nChanged 247
		SP:Iteration 3F (4439.040000 sec): 3 clusters
  Score: Raw -230089.231276 + Penalty 2491.674315 = -227597.556961
  nChanged 195
		SP:Iteration 4F (4439.220000 sec): 3 clusters
  Score: Raw -231017.688383 + Penalty 2491.674315 = -228526.014068
  nChanged 133
		SP:Iteration 5F (4439.400000 sec): 3 clusters
  Score: Raw -231648.071257 + Penalty 2491.674315 = -229156.396942
  nChanged 104
		SP:Iteration 6Q (4439.550000 sec): 3 clusters
  Score: Raw -232299.513768 + Penalty 2491.674315 = -229807.839453
  nChanged 33
		SP:Iteration 7Q (4439.780000 sec): 3 clusters
  Score: Raw -232630.750532 + Penalty 2491.674315 = -230139.076217
  nChanged 14
		SP:Iteration 8Q (4440.010000 sec): 3 clusters
  Score: Raw -232682.472287 + Penalty 2491.674315 = -230190.797972
  nChanged 22
		SP:Iteration 9Q (4440.150000 sec): 3 clusters
  Score: Raw -232815.966456 + Penalty 2491.674315 = -230324.292141
  nChanged 25
		SP:Iteration 10Q (4440.380000 sec): 3 clusters
  Score: Raw -233032.056987 + Penalty 2491.674315 = -230540.382672
  nChanged 7
		SP:Iteration 11Q (4440.530000 sec): 3 clusters
  Score: Raw -233059.625719 + Penalty 2491.674315 = -230567.951404
  nChanged 1
		SP:Iteration 12Q (4440.710000 sec): 3 clusters
  Score: Raw -233060.326909 + Penalty 2491.674315 = -230568.652594
  nChanged 0
		SP:Iteration 13F (4440.920000 sec): 3 clusters
  Score: Raw -233060.326909 + Penalty 2491.674315 = -230568.652594
  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 11.19 GB.

 Trying to split cluster 12 (8797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4441.140000 sec): 2 clusters
  Score: Raw -1021042.390730 + Penalty 1475.851980 = -1019566.538749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4441.350000 sec): 3 clusters
  Score: Raw -1016157.203096 + Penalty 2951.703961 = -1013205.499135
  nChanged 3725
		SP:Iteration 1F (4441.540000 sec): 3 clusters
  Score: Raw -1018128.694903 + Penalty 2951.703961 = -1015176.990942
  nChanged 548
		SP:Iteration 2F (4441.800000 sec): 3 clusters
  Score: Raw -1018386.332848 + Penalty 2951.703961 = -1015434.628887
  nChanged 452
		SP:Iteration 3F (4442.060000 sec): 3 clusters
  Score: Raw -1018588.921954 + Penalty 2951.703961 = -1015637.217993
  nChanged 350
		SP:Iteration 4Q (4442.280000 sec): 3 clusters
  Score: Raw -1018741.359978 + Penalty 2951.703961 = -1015789.656017
  nChanged 331
		SP:Iteration 5Q (4442.530000 sec): 3 clusters
  Score: Raw -1018927.016415 + Penalty 2951.703961 = -1015975.312454
  nChanged 319
		SP:Iteration 6Q (4442.790000 sec): 3 clusters
  Score: Raw -1019085.604504 + Penalty 2951.703961 = -1016133.900543
  nChanged 321
		SP:Iteration 7Q (4443.000000 sec): 3 clusters
  Score: Raw -1019256.845271 + Penalty 2951.703961 = -1016305.141310
  nChanged 312
		SP:Iteration 8Q (4443.220000 sec): 3 clusters
  Score: Raw -1019442.476470 + Penalty 2951.703961 = -1016490.772509
  nChanged 328
		SP:Iteration 9Q (4443.500000 sec): 3 clusters
  Score: Raw -1019643.971721 + Penalty 2951.703961 = -1016692.267760
  nChanged 327
		SP:Iteration 10Q (4443.730000 sec): 3 clusters
  Score: Raw -1019880.720372 + Penalty 2951.703961 = -1016929.016411
  nChanged 296
		SP:Iteration 11Q (4443.950000 sec): 3 clusters
  Score: Raw -1020103.099047 + Penalty 2951.703961 = -1017151.395086
  nChanged 261
		SP:Iteration 12Q (4444.160000 sec): 3 clusters
  Score: Raw -1020294.217373 + Penalty 2951.703961 = -1017342.513412
  nChanged 242
		SP:Iteration 13Q (4444.410000 sec): 3 clusters
  Score: Raw -1020463.027920 + Penalty 2951.703961 = -1017511.323959
  nChanged 214
		SP:Iteration 14Q (4444.670000 sec): 3 clusters
  Score: Raw -1020593.687151 + Penalty 2951.703961 = -1017641.983190
  nChanged 183
		SP:Iteration 15Q (4444.910000 sec): 3 clusters
  Score: Raw -1020675.662793 + Penalty 2951.703961 = -1017723.958832
  nChanged 147
		SP:Iteration 16Q (4445.090000 sec): 3 clusters
  Score: Raw -1020749.439201 + Penalty 2951.703961 = -1017797.735240
  nChanged 130
		SP:Iteration 17Q (4445.380000 sec): 3 clusters
  Score: Raw -1020813.806466 + Penalty 2951.703961 = -1017862.102505
  nChanged 119
		SP:Iteration 18Q (4445.600000 sec): 3 clusters
  Score: Raw -1020868.224242 + Penalty 2951.703961 = -1017916.520281
  nChanged 104
		SP:Iteration 19Q (4445.840000 sec): 3 clusters
  Score: Raw -1020919.053990 + Penalty 2951.703961 = -1017967.350030
  nChanged 98
		SP:Iteration 20F (4446.020000 sec): 3 clusters
  Score: Raw -1020969.628787 + Penalty 2951.703961 = -1018017.924826
  nChanged 87
		SP:Iteration 21Q (4446.240000 sec): 3 clusters
  Score: Raw -1021020.264717 + Penalty 2951.703961 = -1018068.560757
  nChanged 74
		SP:Iteration 22Q (4446.520000 sec): 3 clusters
  Score: Raw -1021058.887970 + Penalty 2951.703961 = -1018107.184010
  nChanged 59
		SP:Iteration 23Q (4446.740000 sec): 3 clusters
  Score: Raw -1021086.942055 + Penalty 2951.703961 = -1018135.238095
  nChanged 63
		SP:Iteration 24Q (4446.950000 sec): 3 clusters
  Score: Raw -1021123.102939 + Penalty 2951.703961 = -1018171.398978
  nChanged 52
		SP:Iteration 25Q (4447.200000 sec): 3 clusters
  Score: Raw -1021145.649459 + Penalty 2951.703961 = -1018193.945498
  nChanged 37
		SP:Iteration 26Q (4447.420000 sec): 3 clusters
  Score: Raw -1021165.234206 + Penalty 2951.703961 = -1018213.530246
  nChanged 31
		SP:Iteration 27Q (4447.650000 sec): 3 clusters
  Score: Raw -1021176.551201 + Penalty 2951.703961 = -1018224.847240
  nChanged 28
		SP:Iteration 28Q (4447.830000 sec): 3 clusters
  Score: Raw -1021186.415504 + Penalty 2951.703961 = -1018234.711543
  nChanged 18
		SP:Iteration 29Q (4448.100000 sec): 3 clusters
  Score: Raw -1021191.823277 + Penalty 2951.703961 = -1018240.119316
  nChanged 18
		SP:Iteration 30Q (4448.330000 sec): 3 clusters
  Score: Raw -1021199.310678 + Penalty 2951.703961 = -1018247.606717
  nChanged 19
		SP:Iteration 31Q (4448.600000 sec): 3 clusters
  Score: Raw -1021206.565558 + Penalty 2951.703961 = -1018254.861597
  nChanged 16
		SP:Iteration 32Q (4448.870000 sec): 3 clusters
  Score: Raw -1021211.444658 + Penalty 2951.703961 = -1018259.740697
  nChanged 16
		SP:Iteration 33Q (4449.120000 sec): 3 clusters
  Score: Raw -1021221.422469 + Penalty 2951.703961 = -1018269.718508
  nChanged 25
		SP:Iteration 34Q (4449.360000 sec): 3 clusters
  Score: Raw -1021232.799047 + Penalty 2951.703961 = -1018281.095086
  nChanged 19
		SP:Iteration 35Q (4449.660000 sec): 3 clusters
  Score: Raw -1021240.329906 + Penalty 2951.703961 = -1018288.625946
  nChanged 23
		SP:Iteration 36Q (4449.900000 sec): 3 clusters
  Score: Raw -1021250.425276 + Penalty 2951.703961 = -1018298.721315
  nChanged 24
		SP:Iteration 37Q (4450.160000 sec): 3 clusters
  Score: Raw -1021260.035482 + Penalty 2951.703961 = -1018308.331521
  nChanged 21
		SP:Iteration 38Q (4450.390000 sec): 3 clusters
  Score: Raw -1021269.282149 + Penalty 2951.703961 = -1018317.578188
  nChanged 22
		SP:Iteration 39Q (4450.570000 sec): 3 clusters
  Score: Raw -1021279.183398 + Penalty 2951.703961 = -1018327.479437
  nChanged 15
		SP:Iteration 40F (4450.790000 sec): 3 clusters
  Score: Raw -1021284.083564 + Penalty 2951.703961 = -1018332.379603
  nChanged 11
		SP:Iteration 41Q (4451.010000 sec): 3 clusters
  Score: Raw -1021287.117042 + Penalty 2951.703961 = -1018335.413082
  nChanged 9
		SP:Iteration 42Q (4451.250000 sec): 3 clusters
  Score: Raw -1021290.399823 + Penalty 2951.703961 = -1018338.695863
  nChanged 11
		SP:Iteration 43Q (4451.460000 sec): 3 clusters
  Score: Raw -1021294.532030 + Penalty 2951.703961 = -1018342.828069
  nChanged 10
		SP:Iteration 44Q (4451.690000 sec): 3 clusters
  Score: Raw -1021299.365724 + Penalty 2951.703961 = -1018347.661763
  nChanged 13
		SP:Iteration 45Q (4451.890000 sec): 3 clusters
  Score: Raw -1021305.483447 + Penalty 2951.703961 = -1018353.779486
  nChanged 17
		SP:Iteration 46Q (4452.070000 sec): 3 clusters
  Score: Raw -1021313.077424 + Penalty 2951.703961 = -1018361.373464
  nChanged 9
		SP:Iteration 47Q (4452.300000 sec): 3 clusters
  Score: Raw -1021316.855038 + Penalty 2951.703961 = -1018365.151077
  nChanged 13
		SP:Iteration 48Q (4452.560000 sec): 3 clusters
  Score: Raw -1021323.118115 + Penalty 2951.703961 = -1018371.414154
  nChanged 8
		SP:Iteration 49Q (4452.790000 sec): 3 clusters
  Score: Raw -1021326.108029 + Penalty 2951.703961 = -1018374.404068
  nChanged 6
		SP:Iteration 50Q (4453.020000 sec): 3 clusters
  Score: Raw -1021328.266890 + Penalty 2951.703961 = -1018376.562929
  nChanged 6
		SP:Iteration 51Q (4453.310000 sec): 3 clusters
  Score: Raw -1021330.355932 + Penalty 2951.703961 = -1018378.651971
  nChanged 5
		SP:Iteration 52Q (4453.500000 sec): 3 clusters
  Score: Raw -1021332.109151 + Penalty 2951.703961 = -1018380.405190
  nChanged 3
		SP:Iteration 53Q (4453.740000 sec): 3 clusters
  Score: Raw -1021333.144246 + Penalty 2951.703961 = -1018381.440286
  nChanged 4
		SP:Iteration 54Q (4453.970000 sec): 3 clusters
  Score: Raw -1021334.428655 + Penalty 2951.703961 = -1018382.724695
  nChanged 4
		SP:Iteration 55Q (4454.190000 sec): 3 clusters
  Score: Raw -1021336.584767 + Penalty 2951.703961 = -1018384.880807
  nChanged 6
		SP:Iteration 56Q (4454.400000 sec): 3 clusters
  Score: Raw -1021339.162914 + Penalty 2951.703961 = -1018387.458954
  nChanged 4
		SP:Iteration 57Q (4454.630000 sec): 3 clusters
  Score: Raw -1021340.444387 + Penalty 2951.703961 = -1018388.740426
  nChanged 9
		SP:Iteration 58Q (4454.870000 sec): 3 clusters
  Score: Raw -1021343.463682 + Penalty 2951.703961 = -1018391.759722
  nChanged 4
		SP:Iteration 59Q (4455.130000 sec): 3 clusters
  Score: Raw -1021344.681357 + Penalty 2951.703961 = -1018392.977397
  nChanged 2
		SP:Iteration 60F (4455.300000 sec): 3 clusters
  Score: Raw -1021345.256956 + Penalty 2951.703961 = -1018393.552995
  nChanged 3
		SP:Iteration 61Q (4455.540000 sec): 3 clusters
  Score: Raw -1021345.908215 + Penalty 2951.703961 = -1018394.204254
  nChanged 1
		SP:Iteration 62Q (4455.710000 sec): 3 clusters
  Score: Raw -1021346.085849 + Penalty 2951.703961 = -1018394.381888
  nChanged 0
		SP:Iteration 63F (4455.860000 sec): 3 clusters
  Score: Raw -1021346.085849 + Penalty 2951.703961 = -1018394.381888
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (20351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4456.040000 sec): 2 clusters
  Score: Raw -2312081.183249 + Penalty 1612.143866 = -2310469.039383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4456.340000 sec): 3 clusters
  Score: Raw -2299683.665070 + Penalty 3224.287732 = -2296459.377338
  nChanged 9244
		SP:Iteration 1F (4456.600000 sec): 3 clusters
  Score: Raw -2305107.898973 + Penalty 3224.287732 = -2301883.611241
  nChanged 1399
		SP:Iteration 2F (4456.810000 sec): 3 clusters
  Score: Raw -2306077.799339 + Penalty 3224.287732 = -2302853.511607
  nChanged 1634
		SP:Iteration 3F (4457.090000 sec): 3 clusters
  Score: Raw -2307474.600943 + Penalty 3224.287732 = -2304250.313210
  nChanged 1715
		SP:Iteration 4F (4457.370000 sec): 3 clusters
  Score: Raw -2309012.841875 + Penalty 3224.287732 = -2305788.554143
  nChanged 1594
		SP:Iteration 5F (4457.650000 sec): 3 clusters
  Score: Raw -2310356.277509 + Penalty 3224.287732 = -2307131.989776
  nChanged 1276
		SP:Iteration 6F (4457.920000 sec): 3 clusters
  Score: Raw -2311222.303097 + Penalty 3224.287732 = -2307998.015365
  nChanged 904
		SP:Iteration 7Q (4458.170000 sec): 3 clusters
  Score: Raw -2311668.938205 + Penalty 3224.287732 = -2308444.650473
  nChanged 635
		SP:Iteration 8Q (4458.500000 sec): 3 clusters
  Score: Raw -2311897.306933 + Penalty 3224.287732 = -2308673.019201
  nChanged 399
		SP:Iteration 9Q (4458.830000 sec): 3 clusters
  Score: Raw -2312001.239388 + Penalty 3224.287732 = -2308776.951656
  nChanged 271
		SP:Iteration 10Q (4459.140000 sec): 3 clusters
  Score: Raw -2312067.300292 + Penalty 3224.287732 = -2308843.012560
  nChanged 241
		SP:Iteration 11Q (4459.370000 sec): 3 clusters
  Score: Raw -2312118.105648 + Penalty 3224.287732 = -2308893.817916
  nChanged 208
		SP:Iteration 12Q (4459.660000 sec): 3 clusters
  Score: Raw -2312160.353710 + Penalty 3224.287732 = -2308936.065978
  nChanged 173
		SP:Iteration 13Q (4459.930000 sec): 3 clusters
  Score: Raw -2312193.703033 + Penalty 3224.287732 = -2308969.415301
  nChanged 169
		SP:Iteration 14Q (4460.230000 sec): 3 clusters
  Score: Raw -2312222.755177 + Penalty 3224.287732 = -2308998.467445
  nChanged 159
		SP:Iteration 15Q (4460.570000 sec): 3 clusters
  Score: Raw -2312249.015497 + Penalty 3224.287732 = -2309024.727764
  nChanged 150
		SP:Iteration 16Q (4460.870000 sec): 3 clusters
  Score: Raw -2312271.108132 + Penalty 3224.287732 = -2309046.820400
  nChanged 144
		SP:Iteration 17Q (4461.130000 sec): 3 clusters
  Score: Raw -2312293.901289 + Penalty 3224.287732 = -2309069.613557
  nChanged 134
		SP:Iteration 18Q (4461.450000 sec): 3 clusters
  Score: Raw -2312313.174438 + Penalty 3224.287732 = -2309088.886706
  nChanged 125
		SP:Iteration 19Q (4461.720000 sec): 3 clusters
  Score: Raw -2312329.983921 + Penalty 3224.287732 = -2309105.696189
  nChanged 113
		SP:Iteration 20F (4462.000000 sec): 3 clusters
  Score: Raw -2312344.022896 + Penalty 3224.287732 = -2309119.735164
  nChanged 112
		SP:Iteration 21Q (4462.280000 sec): 3 clusters
  Score: Raw -2312360.174504 + Penalty 3224.287732 = -2309135.886772
  nChanged 113
		SP:Iteration 22Q (4462.560000 sec): 3 clusters
  Score: Raw -2312376.422277 + Penalty 3224.287732 = -2309152.134545
  nChanged 118
		SP:Iteration 23Q (4462.870000 sec): 3 clusters
  Score: Raw -2312393.709528 + Penalty 3224.287732 = -2309169.421795
  nChanged 114
		SP:Iteration 24Q (4463.140000 sec): 3 clusters
  Score: Raw -2312414.524735 + Penalty 3224.287732 = -2309190.237003
  nChanged 110
		SP:Iteration 25Q (4463.420000 sec): 3 clusters
  Score: Raw -2312434.287206 + Penalty 3224.287732 = -2309209.999474
  nChanged 97
		SP:Iteration 26Q (4463.700000 sec): 3 clusters
  Score: Raw -2312448.576602 + Penalty 3224.287732 = -2309224.288870
  nChanged 79
		SP:Iteration 27Q (4464.000000 sec): 3 clusters
  Score: Raw -2312460.703021 + Penalty 3224.287732 = -2309236.415289
  nChanged 81
		SP:Iteration 28Q (4464.220000 sec): 3 clusters
  Score: Raw -2312472.456983 + Penalty 3224.287732 = -2309248.169250
  nChanged 68
		SP:Iteration 29Q (4464.490000 sec): 3 clusters
  Score: Raw -2312481.281135 + Penalty 3224.287732 = -2309256.993403
  nChanged 64
		SP:Iteration 30Q (4464.770000 sec): 3 clusters
  Score: Raw -2312489.412244 + Penalty 3224.287732 = -2309265.124512
  nChanged 66
		SP:Iteration 31Q (4465.050000 sec): 3 clusters
  Score: Raw -2312497.751394 + Penalty 3224.287732 = -2309273.463662
  nChanged 66
		SP:Iteration 32Q (4465.330000 sec): 3 clusters
  Score: Raw -2312505.738430 + Penalty 3224.287732 = -2309281.450698
  nChanged 69
		SP:Iteration 33Q (4465.600000 sec): 3 clusters
  Score: Raw -2312513.151521 + Penalty 3224.287732 = -2309288.863789
  nChanged 62
		SP:Iteration 34Q (4465.860000 sec): 3 clusters
  Score: Raw -2312520.286859 + Penalty 3224.287732 = -2309295.999127
  nChanged 67
		SP:Iteration 35Q (4466.140000 sec): 3 clusters
  Score: Raw -2312527.232312 + Penalty 3224.287732 = -2309302.944580
  nChanged 60
		SP:Iteration 36Q (4466.450000 sec): 3 clusters
  Score: Raw -2312533.666045 + Penalty 3224.287732 = -2309309.378313
  nChanged 60
		SP:Iteration 37Q (4466.780000 sec): 3 clusters
  Score: Raw -2312537.943508 + Penalty 3224.287732 = -2309313.655776
  nChanged 27
		SP:Iteration 38Q (4467.100000 sec): 3 clusters
  Score: Raw -2312539.925008 + Penalty 3224.287732 = -2309315.637276
  nChanged 31
		SP:Iteration 39Q (4467.370000 sec): 3 clusters
  Score: Raw -2312542.351258 + Penalty 3224.287732 = -2309318.063526
  nChanged 34
		SP:Iteration 40F (4467.660000 sec): 3 clusters
  Score: Raw -2312545.234461 + Penalty 3224.287732 = -2309320.946729
  nChanged 33
		SP:Iteration 41Q (4467.930000 sec): 3 clusters
  Score: Raw -2312547.889580 + Penalty 3224.287732 = -2309323.601848
  nChanged 35
		SP:Iteration 42Q (4468.260000 sec): 3 clusters
  Score: Raw -2312550.501350 + Penalty 3224.287732 = -2309326.213618
  nChanged 27
		SP:Iteration 43Q (4468.510000 sec): 3 clusters
  Score: Raw -2312552.311952 + Penalty 3224.287732 = -2309328.024220
  nChanged 20
		SP:Iteration 44Q (4468.800000 sec): 3 clusters
  Score: Raw -2312553.570106 + Penalty 3224.287732 = -2309329.282374
  nChanged 22
		SP:Iteration 45Q (4469.120000 sec): 3 clusters
  Score: Raw -2312554.770579 + Penalty 3224.287732 = -2309330.482846
  nChanged 19
		SP:Iteration 46Q (4469.420000 sec): 3 clusters
  Score: Raw -2312555.714812 + Penalty 3224.287732 = -2309331.427080
  nChanged 15
		SP:Iteration 47Q (4469.640000 sec): 3 clusters
  Score: Raw -2312556.714081 + Penalty 3224.287732 = -2309332.426349
  nChanged 18
		SP:Iteration 48Q (4469.920000 sec): 3 clusters
  Score: Raw -2312557.959760 + Penalty 3224.287732 = -2309333.672028
  nChanged 23
		SP:Iteration 49Q (4470.220000 sec): 3 clusters
  Score: Raw -2312560.259583 + Penalty 3224.287732 = -2309335.971851
  nChanged 28
		SP:Iteration 50Q (4470.480000 sec): 3 clusters
  Score: Raw -2312563.690776 + Penalty 3224.287732 = -2309339.403044
  nChanged 42
		SP:Iteration 51Q (4470.820000 sec): 3 clusters
  Score: Raw -2312568.171884 + Penalty 3224.287732 = -2309343.884152
  nChanged 44
		SP:Iteration 52Q (4471.120000 sec): 3 clusters
  Score: Raw -2312573.045586 + Penalty 3224.287732 = -2309348.757854
  nChanged 50
		SP:Iteration 53Q (4471.430000 sec): 3 clusters
  Score: Raw -2312578.494817 + Penalty 3224.287732 = -2309354.207084
  nChanged 43
		SP:Iteration 54Q (4471.710000 sec): 3 clusters
  Score: Raw -2312582.883343 + Penalty 3224.287732 = -2309358.595611
  nChanged 39
		SP:Iteration 55Q (4471.920000 sec): 3 clusters
  Score: Raw -2312586.978057 + Penalty 3224.287732 = -2309362.690325
  nChanged 39
		SP:Iteration 56Q (4472.230000 sec): 3 clusters
  Score: Raw -2312590.984510 + Penalty 3224.287732 = -2309366.696778
  nChanged 46
		SP:Iteration 57Q (4472.530000 sec): 3 clusters
  Score: Raw -2312597.540128 + Penalty 3224.287732 = -2309373.252396
  nChanged 60
		SP:Iteration 58Q (4472.840000 sec): 3 clusters
  Score: Raw -2312605.727612 + Penalty 3224.287732 = -2309381.439880
  nChanged 60
		SP:Iteration 59Q (4473.130000 sec): 3 clusters
  Score: Raw -2312614.087342 + Penalty 3224.287732 = -2309389.799610
  nChanged 60
		SP:Iteration 60F (4473.370000 sec): 3 clusters
  Score: Raw -2312621.382717 + Penalty 3224.287732 = -2309397.094984
  nChanged 55
		SP:Iteration 61Q (4473.620000 sec): 3 clusters
  Score: Raw -2312628.350133 + Penalty 3224.287732 = -2309404.062400
  nChanged 52
		SP:Iteration 62Q (4473.880000 sec): 3 clusters
  Score: Raw -2312635.528776 + Penalty 3224.287732 = -2309411.241044
  nChanged 75
		SP:Iteration 63Q (4474.200000 sec): 3 clusters
  Score: Raw -2312645.514683 + Penalty 3224.287732 = -2309421.226951
  nChanged 62
		SP:Iteration 64Q (4474.450000 sec): 3 clusters
  Score: Raw -2312655.970178 + Penalty 3224.287732 = -2309431.682446
  nChanged 65
		SP:Iteration 65Q (4474.690000 sec): 3 clusters
  Score: Raw -2312665.130222 + Penalty 3224.287732 = -2309440.842490
  nChanged 60
		SP:Iteration 66Q (4475.020000 sec): 3 clusters
  Score: Raw -2312671.469381 + Penalty 3224.287732 = -2309447.181649
  nChanged 48
		SP:Iteration 67Q (4475.270000 sec): 3 clusters
  Score: Raw -2312676.008162 + Penalty 3224.287732 = -2309451.720430
  nChanged 34
		SP:Iteration 68Q (4475.520000 sec): 3 clusters
  Score: Raw -2312678.755893 + Penalty 3224.287732 = -2309454.468161
  nChanged 30
		SP:Iteration 69Q (4475.820000 sec): 3 clusters
  Score: Raw -2312681.746830 + Penalty 3224.287732 = -2309457.459098
  nChanged 39
		SP:Iteration 70Q (4476.080000 sec): 3 clusters
  Score: Raw -2312685.417735 + Penalty 3224.287732 = -2309461.130003
  nChanged 43
		SP:Iteration 71Q (4476.340000 sec): 3 clusters
  Score: Raw -2312689.293578 + Penalty 3224.287732 = -2309465.005845
  nChanged 36
		SP:Iteration 72Q (4476.560000 sec): 3 clusters
  Score: Raw -2312692.756423 + Penalty 3224.287732 = -2309468.468691
  nChanged 37
		SP:Iteration 73Q (4476.850000 sec): 3 clusters
  Score: Raw -2312696.224307 + Penalty 3224.287732 = -2309471.936575
  nChanged 38
		SP:Iteration 74Q (4477.080000 sec): 3 clusters
  Score: Raw -2312699.812292 + Penalty 3224.287732 = -2309475.524560
  nChanged 32
		SP:Iteration 75Q (4477.340000 sec): 3 clusters
  Score: Raw -2312702.180760 + Penalty 3224.287732 = -2309477.893028
  nChanged 28
		SP:Iteration 76Q (4477.660000 sec): 3 clusters
  Score: Raw -2312704.385741 + Penalty 3224.287732 = -2309480.098009
  nChanged 24
		SP:Iteration 77Q (4477.970000 sec): 3 clusters
  Score: Raw -2312706.275631 + Penalty 3224.287732 = -2309481.987898
  nChanged 25
		SP:Iteration 78Q (4478.250000 sec): 3 clusters
  Score: Raw -2312708.151927 + Penalty 3224.287732 = -2309483.864194
  nChanged 26
		SP:Iteration 79Q (4478.530000 sec): 3 clusters
  Score: Raw -2312710.739465 + Penalty 3224.287732 = -2309486.451733
  nChanged 34
		SP:Iteration 80F (4478.840000 sec): 3 clusters
  Score: Raw -2312714.549806 + Penalty 3224.287732 = -2309490.262074
  nChanged 31
		SP:Iteration 81Q (4479.120000 sec): 3 clusters
  Score: Raw -2312717.639965 + Penalty 3224.287732 = -2309493.352233
  nChanged 36
		SP:Iteration 82Q (4479.420000 sec): 3 clusters
  Score: Raw -2312721.312471 + Penalty 3224.287732 = -2309497.024738
  nChanged 33
		SP:Iteration 83Q (4479.710000 sec): 3 clusters
  Score: Raw -2312724.908279 + Penalty 3224.287732 = -2309500.620547
  nChanged 30
		SP:Iteration 84Q (4480.050000 sec): 3 clusters
  Score: Raw -2312728.659533 + Penalty 3224.287732 = -2309504.371801
  nChanged 42
		SP:Iteration 85Q (4480.340000 sec): 3 clusters
  Score: Raw -2312733.538355 + Penalty 3224.287732 = -2309509.250623
  nChanged 43
		SP:Iteration 86Q (4480.630000 sec): 3 clusters
  Score: Raw -2312738.135694 + Penalty 3224.287732 = -2309513.847962
  nChanged 41
		SP:Iteration 87Q (4481.020000 sec): 3 clusters
  Score: Raw -2312742.773810 + Penalty 3224.287732 = -2309518.486078
  nChanged 41
		SP:Iteration 88Q (4481.370000 sec): 3 clusters
  Score: Raw -2312747.458743 + Penalty 3224.287732 = -2309523.171011
  nChanged 44
		SP:Iteration 89Q (4481.760000 sec): 3 clusters
  Score: Raw -2312752.550439 + Penalty 3224.287732 = -2309528.262707
  nChanged 36
		SP:Iteration 90Q (4482.010000 sec): 3 clusters
  Score: Raw -2312756.505839 + Penalty 3224.287732 = -2309532.218107
  nChanged 37
		SP:Iteration 91Q (4482.330000 sec): 3 clusters
  Score: Raw -2312760.715352 + Penalty 3224.287732 = -2309536.427619
  nChanged 36
		SP:Iteration 92Q (4482.660000 sec): 3 clusters
  Score: Raw -2312764.636513 + Penalty 3224.287732 = -2309540.348781
  nChanged 54
		SP:Iteration 93Q (4482.930000 sec): 3 clusters
  Score: Raw -2312771.541731 + Penalty 3224.287732 = -2309547.253999
  nChanged 55
		SP:Iteration 94Q (4483.210000 sec): 3 clusters
  Score: Raw -2312778.533045 + Penalty 3224.287732 = -2309554.245313
  nChanged 58
		SP:Iteration 95Q (4483.480000 sec): 3 clusters
  Score: Raw -2312785.972381 + Penalty 3224.287732 = -2309561.684649
  nChanged 52
		SP:Iteration 96Q (4483.780000 sec): 3 clusters
  Score: Raw -2312792.687034 + Penalty 3224.287732 = -2309568.399301
  nChanged 48
		SP:Iteration 97Q (4484.110000 sec): 3 clusters
  Score: Raw -2312797.995218 + Penalty 3224.287732 = -2309573.707486
  nChanged 51
		SP:Iteration 98Q (4484.400000 sec): 3 clusters
  Score: Raw -2312804.338548 + Penalty 3224.287732 = -2309580.050816
  nChanged 55
		SP:Iteration 99Q (4484.770000 sec): 3 clusters
  Score: Raw -2312810.586068 + Penalty 3224.287732 = -2309586.298336
  nChanged 53
		SP:Iteration 100F (4485.080000 sec): 3 clusters
  Score: Raw -2312816.137785 + Penalty 3224.287732 = -2309591.850052
  nChanged 49
		SP:Iteration 101Q (4485.300000 sec): 3 clusters
  Score: Raw -2312822.853736 + Penalty 3224.287732 = -2309598.566004
  nChanged 61
		SP:Iteration 102Q (4485.590000 sec): 3 clusters
  Score: Raw -2312831.413092 + Penalty 3224.287732 = -2309607.125360
  nChanged 59
		SP:Iteration 103Q (4485.860000 sec): 3 clusters
  Score: Raw -2312839.996199 + Penalty 3224.287732 = -2309615.708467
  nChanged 71
		SP:Iteration 104Q (4486.150000 sec): 3 clusters
  Score: Raw -2312851.634143 + Penalty 3224.287732 = -2309627.346411
  nChanged 92
		SP:Iteration 105Q (4486.430000 sec): 3 clusters
  Score: Raw -2312867.420277 + Penalty 3224.287732 = -2309643.132545
  nChanged 86
		SP:Iteration 106Q (4486.690000 sec): 3 clusters
  Score: Raw -2312881.805293 + Penalty 3224.287732 = -2309657.517561
  nChanged 92
		SP:Iteration 107Q (4486.910000 sec): 3 clusters
  Score: Raw -2312896.459474 + Penalty 3224.287732 = -2309672.171742
  nChanged 90
		SP:Iteration 108Q (4487.210000 sec): 3 clusters
  Score: Raw -2312911.835866 + Penalty 3224.287732 = -2309687.548134
  nChanged 92
		SP:Iteration 109Q (4487.490000 sec): 3 clusters
  Score: Raw -2312926.603591 + Penalty 3224.287732 = -2309702.315859
  nChanged 93
		SP:Iteration 110Q (4487.750000 sec): 3 clusters
  Score: Raw -2312940.706404 + Penalty 3224.287732 = -2309716.418672
  nChanged 65
		SP:Iteration 111Q (4488.000000 sec): 3 clusters
  Score: Raw -2312950.208519 + Penalty 3224.287732 = -2309725.920787
  nChanged 50
		SP:Iteration 112Q (4488.330000 sec): 3 clusters
  Score: Raw -2312957.272891 + Penalty 3224.287732 = -2309732.985158
  nChanged 52
		SP:Iteration 113Q (4488.660000 sec): 3 clusters
  Score: Raw -2312964.915311 + Penalty 3224.287732 = -2309740.627579
  nChanged 55
		SP:Iteration 114Q (4488.950000 sec): 3 clusters
  Score: Raw -2312973.948293 + Penalty 3224.287732 = -2309749.660561
  nChanged 55
		SP:Iteration 115Q (4489.280000 sec): 3 clusters
  Score: Raw -2312984.166615 + Penalty 3224.287732 = -2309759.878883
  nChanged 67
		SP:Iteration 116Q (4489.510000 sec): 3 clusters
  Score: Raw -2312996.449103 + Penalty 3224.287732 = -2309772.161371
  nChanged 81
		SP:Iteration 117Q (4489.820000 sec): 3 clusters
  Score: Raw -2313009.143262 + Penalty 3224.287732 = -2309784.855530
  nChanged 58
		SP:Iteration 118Q (4490.100000 sec): 3 clusters
  Score: Raw -2313018.555068 + Penalty 3224.287732 = -2309794.267335
  nChanged 65
		SP:Iteration 119Q (4490.400000 sec): 3 clusters
  Score: Raw -2313029.132025 + Penalty 3224.287732 = -2309804.844293
  nChanged 64
		SP:Iteration 120F (4490.680000 sec): 3 clusters
  Score: Raw -2313040.323801 + Penalty 3224.287732 = -2309816.036069
  nChanged 58
		SP:Iteration 121Q (4490.980000 sec): 3 clusters
  Score: Raw -2313050.212251 + Penalty 3224.287732 = -2309825.924519
  nChanged 65
		SP:Iteration 122Q (4491.260000 sec): 3 clusters
  Score: Raw -2313059.087843 + Penalty 3224.287732 = -2309834.800110
  nChanged 58
		SP:Iteration 123Q (4491.580000 sec): 3 clusters
  Score: Raw -2313069.965750 + Penalty 3224.287732 = -2309845.678018
  nChanged 73
		SP:Iteration 124Q (4491.870000 sec): 3 clusters
  Score: Raw -2313083.442039 + Penalty 3224.287732 = -2309859.154307
  nChanged 76
		SP:Iteration 125Q (4492.190000 sec): 3 clusters
  Score: Raw -2313097.560065 + Penalty 3224.287732 = -2309873.272333
  nChanged 62
		SP:Iteration 126Q (4492.430000 sec): 3 clusters
  Score: Raw -2313109.112273 + Penalty 3224.287732 = -2309884.824540
  nChanged 64
		SP:Iteration 127Q (4492.690000 sec): 3 clusters
  Score: Raw -2313119.834013 + Penalty 3224.287732 = -2309895.546281
  nChanged 57
		SP:Iteration 128Q (4492.980000 sec): 3 clusters
  Score: Raw -2313127.886931 + Penalty 3224.287732 = -2309903.599199
  nChanged 41
		SP:Iteration 129Q (4493.230000 sec): 3 clusters
  Score: Raw -2313132.606458 + Penalty 3224.287732 = -2309908.318726
  nChanged 31
		SP:Iteration 130Q (4493.550000 sec): 3 clusters
  Score: Raw -2313136.231962 + Penalty 3224.287732 = -2309911.944230
  nChanged 30
		SP:Iteration 131Q (4493.820000 sec): 3 clusters
  Score: Raw -2313140.231729 + Penalty 3224.287732 = -2309915.943997
  nChanged 27
		SP:Iteration 132Q (4494.060000 sec): 3 clusters
  Score: Raw -2313144.001709 + Penalty 3224.287732 = -2309919.713977
  nChanged 29
		SP:Iteration 133Q (4494.380000 sec): 3 clusters
  Score: Raw -2313147.847546 + Penalty 3224.287732 = -2309923.559814
  nChanged 28
		SP:Iteration 134Q (4494.680000 sec): 3 clusters
  Score: Raw -2313151.635198 + Penalty 3224.287732 = -2309927.347466
  nChanged 29
		SP:Iteration 135Q (4494.960000 sec): 3 clusters
  Score: Raw -2313155.860166 + Penalty 3224.287732 = -2309931.572434
  nChanged 34
		SP:Iteration 136Q (4495.190000 sec): 3 clusters
  Score: Raw -2313159.779066 + Penalty 3224.287732 = -2309935.491333
  nChanged 42
		SP:Iteration 137Q (4495.410000 sec): 3 clusters
  Score: Raw -2313167.032862 + Penalty 3224.287732 = -2309942.745130
  nChanged 37
		SP:Iteration 138Q (4495.660000 sec): 3 clusters
  Score: Raw -2313172.161849 + Penalty 3224.287732 = -2309947.874117
  nChanged 31
		SP:Iteration 139Q (4495.920000 sec): 3 clusters
  Score: Raw -2313176.300625 + Penalty 3224.287732 = -2309952.012893
  nChanged 28
		SP:Iteration 140F (4496.190000 sec): 3 clusters
  Score: Raw -2313179.344444 + Penalty 3224.287732 = -2309955.056711
  nChanged 24
		SP:Iteration 141Q (4496.520000 sec): 3 clusters
  Score: Raw -2313181.860162 + Penalty 3224.287732 = -2309957.572430
  nChanged 14
		SP:Iteration 142Q (4496.800000 sec): 3 clusters
  Score: Raw -2313183.321795 + Penalty 3224.287732 = -2309959.034063
  nChanged 12
		SP:Iteration 143Q (4497.090000 sec): 3 clusters
  Score: Raw -2313184.237308 + Penalty 3224.287732 = -2309959.949576
  nChanged 6
		SP:Iteration 144Q (4497.330000 sec): 3 clusters
  Score: Raw -2313184.606816 + Penalty 3224.287732 = -2309960.319084
  nChanged 3
		SP:Iteration 145Q (4497.580000 sec): 3 clusters
  Score: Raw -2313184.836388 + Penalty 3224.287732 = -2309960.548655
  nChanged 3
		SP:Iteration 146Q (4497.900000 sec): 3 clusters
  Score: Raw -2313185.025442 + Penalty 3224.287732 = -2309960.737710
  nChanged 1
		SP:Iteration 147Q (4498.140000 sec): 3 clusters
  Score: Raw -2313185.063301 + Penalty 3224.287732 = -2309960.775569
  nChanged 0
		SP:Iteration 148F (4498.430000 sec): 3 clusters
  Score: Raw -2313185.063301 + Penalty 3224.287732 = -2309960.775569
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4498.560000 sec): 2 clusters
  Score: Raw -67491.584027 + Penalty 1029.446316 = -66462.137711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4498.710000 sec): 3 clusters
  Score: Raw -67404.135395 + Penalty 2058.892632 = -65345.242763
  nChanged 142
		SP:Iteration 1F (4498.910000 sec): 3 clusters
  Score: Raw -67589.062304 + Penalty 2058.892632 = -65530.169672
  nChanged 43
		SP:Iteration 2F (4499.090000 sec): 3 clusters
  Score: Raw -67660.444369 + Penalty 2058.892632 = -65601.551737
  nChanged 18
		SP:Iteration 3Q (4499.270000 sec): 3 clusters
  Score: Raw -67695.406631 + Penalty 2058.892632 = -65636.513999
  nChanged 13
		SP:Iteration 4Q (4499.450000 sec): 3 clusters
  Score: Raw -67711.252848 + Penalty 2058.892632 = -65652.360216
  nChanged 4
		SP:Iteration 5Q (4499.620000 sec): 3 clusters
  Score: Raw -67719.016327 + Penalty 2058.892632 = -65660.123696
  nChanged 8
		SP:Iteration 6Q (4499.810000 sec): 3 clusters
  Score: Raw -67732.426241 + Penalty 2058.892632 = -65673.533609
  nChanged 6
		SP:Iteration 7Q (4500.000000 sec): 3 clusters
  Score: Raw -67746.304377 + Penalty 2058.892632 = -65687.411745
  nChanged 3
		SP:Iteration 8Q (4500.210000 sec): 3 clusters
  Score: Raw -67748.954712 + Penalty 2058.892632 = -65690.062080
  nChanged 2
		SP:Iteration 9Q (4500.320000 sec): 3 clusters
  Score: Raw -67751.548583 + Penalty 2058.892632 = -65692.655952
  nChanged 1
		SP:Iteration 10Q (4500.450000 sec): 3 clusters
  Score: Raw -67752.792168 + Penalty 2058.892632 = -65693.899536
  nChanged 0
		SP:Iteration 11F (4500.630000 sec): 3 clusters
  Score: Raw -67752.792168 + Penalty 2058.892632 = -65693.899536
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (10171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4500.790000 sec): 2 clusters
  Score: Raw -1124062.414487 + Penalty 1499.435570 = -1122562.978918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4500.960000 sec): 3 clusters
  Score: Raw -1118240.448557 + Penalty 2998.871139 = -1115241.577418
  nChanged 4478
		SP:Iteration 1F (4501.180000 sec): 3 clusters
  Score: Raw -1120721.305344 + Penalty 2998.871139 = -1117722.434205
  nChanged 698
		SP:Iteration 2F (4501.390000 sec): 3 clusters
  Score: Raw -1121163.275592 + Penalty 2998.871139 = -1118164.404453
  nChanged 765
		SP:Iteration 3F (4501.580000 sec): 3 clusters
  Score: Raw -1121772.424225 + Penalty 2998.871139 = -1118773.553086
  nChanged 759
		SP:Iteration 4F (4501.780000 sec): 3 clusters
  Score: Raw -1122415.729969 + Penalty 2998.871139 = -1119416.858830
  nChanged 759
		SP:Iteration 5F (4502.020000 sec): 3 clusters
  Score: Raw -1123018.798691 + Penalty 2998.871139 = -1120019.927551
  nChanged 566
		SP:Iteration 6F (4502.220000 sec): 3 clusters
  Score: Raw -1123430.833007 + Penalty 2998.871139 = -1120431.961868
  nChanged 482
		SP:Iteration 7Q (4502.440000 sec): 3 clusters
  Score: Raw -1123772.035067 + Penalty 2998.871139 = -1120773.163928
  nChanged 380
		SP:Iteration 8Q (4502.620000 sec): 3 clusters
  Score: Raw -1124040.022670 + Penalty 2998.871139 = -1121041.151531
  nChanged 303
		SP:Iteration 9Q (4502.880000 sec): 3 clusters
  Score: Raw -1124238.620065 + Penalty 2998.871139 = -1121239.748926
  nChanged 256
		SP:Iteration 10Q (4503.080000 sec): 3 clusters
  Score: Raw -1124397.069921 + Penalty 2998.871139 = -1121398.198782
  nChanged 212
		SP:Iteration 11Q (4503.320000 sec): 3 clusters
  Score: Raw -1124517.026043 + Penalty 2998.871139 = -1121518.154904
  nChanged 166
		SP:Iteration 12Q (4503.560000 sec): 3 clusters
  Score: Raw -1124602.212626 + Penalty 2998.871139 = -1121603.341487
  nChanged 128
		SP:Iteration 13Q (4503.740000 sec): 3 clusters
  Score: Raw -1124658.077061 + Penalty 2998.871139 = -1121659.205922
  nChanged 107
		SP:Iteration 14Q (4503.950000 sec): 3 clusters
  Score: Raw -1124700.905069 + Penalty 2998.871139 = -1121702.033930
  nChanged 75
		SP:Iteration 15Q (4504.200000 sec): 3 clusters
  Score: Raw -1124725.042772 + Penalty 2998.871139 = -1121726.171632
  nChanged 73
		SP:Iteration 16Q (4504.440000 sec): 3 clusters
  Score: Raw -1124747.630178 + Penalty 2998.871139 = -1121748.759039
  nChanged 64
		SP:Iteration 17Q (4504.670000 sec): 3 clusters
  Score: Raw -1124770.475567 + Penalty 2998.871139 = -1121771.604428
  nChanged 55
		SP:Iteration 18Q (4504.850000 sec): 3 clusters
  Score: Raw -1124785.146803 + Penalty 2998.871139 = -1121786.275664
  nChanged 36
		SP:Iteration 19Q (4505.030000 sec): 3 clusters
  Score: Raw -1124794.637197 + Penalty 2998.871139 = -1121795.766058
  nChanged 27
		SP:Iteration 20F (4505.210000 sec): 3 clusters
  Score: Raw -1124798.405971 + Penalty 2998.871139 = -1121799.534832
  nChanged 21
		SP:Iteration 21Q (4505.450000 sec): 3 clusters
  Score: Raw -1124801.919445 + Penalty 2998.871139 = -1121803.048306
  nChanged 12
		SP:Iteration 22Q (4505.640000 sec): 3 clusters
  Score: Raw -1124803.063027 + Penalty 2998.871139 = -1121804.191888
  nChanged 3
		SP:Iteration 23Q (4505.840000 sec): 3 clusters
  Score: Raw -1124803.292402 + Penalty 2998.871139 = -1121804.421263
  nChanged 2
		SP:Iteration 24Q (4506.090000 sec): 3 clusters
  Score: Raw -1124803.436978 + Penalty 2998.871139 = -1121804.565839
  nChanged 2
		SP:Iteration 25Q (4506.320000 sec): 3 clusters
  Score: Raw -1124803.565346 + Penalty 2998.871139 = -1121804.694206
  nChanged 0
		SP:Iteration 26F (4506.530000 sec): 3 clusters
  Score: Raw -1124803.565346 + Penalty 2998.871139 = -1121804.694206
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (16764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4506.730000 sec): 2 clusters
  Score: Raw -1849837.114394 + Penalty 1580.635714 = -1848256.478680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4506.990000 sec): 3 clusters
  Score: Raw -1839862.899206 + Penalty 3161.271428 = -1836701.627778
  nChanged 7495
		SP:Iteration 1F (4507.300000 sec): 3 clusters
  Score: Raw -1844139.292033 + Penalty 3161.271428 = -1840978.020605
  nChanged 1056
		SP:Iteration 2F (4507.520000 sec): 3 clusters
  Score: Raw -1844674.537834 + Penalty 3161.271428 = -1841513.266406
  nChanged 1004
		SP:Iteration 3F (4507.820000 sec): 3 clusters
  Score: Raw -1845198.461751 + Penalty 3161.271428 = -1842037.190323
  nChanged 1008
		SP:Iteration 4F (4508.090000 sec): 3 clusters
  Score: Raw -1845799.560000 + Penalty 3161.271428 = -1842638.288572
  nChanged 1074
		SP:Iteration 5F (4508.400000 sec): 3 clusters
  Score: Raw -1846511.608778 + Penalty 3161.271428 = -1843350.337350
  nChanged 1056
		SP:Iteration 6F (4508.670000 sec): 3 clusters
  Score: Raw -1847233.018450 + Penalty 3161.271428 = -1844071.747022
  nChanged 945
		SP:Iteration 7F (4508.960000 sec): 3 clusters
  Score: Raw -1847926.132768 + Penalty 3161.271428 = -1844764.861340
  nChanged 783
		SP:Iteration 8Q (4509.300000 sec): 3 clusters
  Score: Raw -1848525.933210 + Penalty 3161.271428 = -1845364.661782
  nChanged 626
		SP:Iteration 9Q (4509.620000 sec): 3 clusters
  Score: Raw -1849028.556716 + Penalty 3161.271428 = -1845867.285288
  nChanged 441
		SP:Iteration 10Q (4509.950000 sec): 3 clusters
  Score: Raw -1849374.297386 + Penalty 3161.271428 = -1846213.025958
  nChanged 301
		SP:Iteration 11Q (4510.220000 sec): 3 clusters
  Score: Raw -1849613.237554 + Penalty 3161.271428 = -1846451.966126
  nChanged 195
		SP:Iteration 12Q (4510.550000 sec): 3 clusters
  Score: Raw -1849772.803161 + Penalty 3161.271428 = -1846611.531733
  nChanged 138
		SP:Iteration 13Q (4510.780000 sec): 3 clusters
  Score: Raw -1849881.660006 + Penalty 3161.271428 = -1846720.388578
  nChanged 93
		SP:Iteration 14Q (4511.060000 sec): 3 clusters
  Score: Raw -1849953.544991 + Penalty 3161.271428 = -1846792.273563
  nChanged 76
		SP:Iteration 15Q (4511.390000 sec): 3 clusters
  Score: Raw -1850000.297688 + Penalty 3161.271428 = -1846839.026260
  nChanged 53
		SP:Iteration 16Q (4511.670000 sec): 3 clusters
  Score: Raw -1850030.335326 + Penalty 3161.271428 = -1846869.063898
  nChanged 28
		SP:Iteration 17Q (4511.870000 sec): 3 clusters
  Score: Raw -1850046.421274 + Penalty 3161.271428 = -1846885.149846
  nChanged 21
		SP:Iteration 18Q (4512.170000 sec): 3 clusters
  Score: Raw -1850056.495688 + Penalty 3161.271428 = -1846895.224260
  nChanged 15
		SP:Iteration 19Q (4512.400000 sec): 3 clusters
  Score: Raw -1850064.520374 + Penalty 3161.271428 = -1846903.248946
  nChanged 10
		SP:Iteration 20F (4512.660000 sec): 3 clusters
  Score: Raw -1850070.402671 + Penalty 3161.271428 = -1846909.131243
  nChanged 11
		SP:Iteration 21Q (4512.840000 sec): 3 clusters
  Score: Raw -1850076.972353 + Penalty 3161.271428 = -1846915.700925
  nChanged 12
		SP:Iteration 22Q (4513.060000 sec): 3 clusters
  Score: Raw -1850085.160174 + Penalty 3161.271428 = -1846923.888746
  nChanged 13
		SP:Iteration 23Q (4513.350000 sec): 3 clusters
  Score: Raw -1850095.413270 + Penalty 3161.271428 = -1846934.141842
  nChanged 14
		SP:Iteration 24Q (4513.550000 sec): 3 clusters
  Score: Raw -1850105.030572 + Penalty 3161.271428 = -1846943.759144
  nChanged 22
		SP:Iteration 25Q (4513.790000 sec): 3 clusters
  Score: Raw -1850119.998549 + Penalty 3161.271428 = -1846958.727121
  nChanged 18
		SP:Iteration 26Q (4514.040000 sec): 3 clusters
  Score: Raw -1850131.799030 + Penalty 3161.271428 = -1846970.527602
  nChanged 13
		SP:Iteration 27Q (4514.270000 sec): 3 clusters
  Score: Raw -1850139.118679 + Penalty 3161.271428 = -1846977.847252
  nChanged 4
		SP:Iteration 28Q (4514.510000 sec): 3 clusters
  Score: Raw -1850140.816755 + Penalty 3161.271428 = -1846979.545327
  nChanged 2
		SP:Iteration 29Q (4514.740000 sec): 3 clusters
  Score: Raw -1850142.243424 + Penalty 3161.271428 = -1846980.971996
  nChanged 3
		SP:Iteration 30Q (4515.070000 sec): 3 clusters
  Score: Raw -1850144.531081 + Penalty 3161.271428 = -1846983.259653
  nChanged 1
		SP:Iteration 31Q (4515.350000 sec): 3 clusters
  Score: Raw -1850144.692849 + Penalty 3161.271428 = -1846983.421421
  nChanged 0
		SP:Iteration 32F (4515.580000 sec): 3 clusters
  Score: Raw -1850144.692849 + Penalty 3161.271428 = -1846983.421421
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (13940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4515.780000 sec): 2 clusters
  Score: Raw -1595736.367184 + Penalty 1550.659124 = -1594185.708060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4516.020000 sec): 3 clusters
  Score: Raw -1587634.826827 + Penalty 3101.318247 = -1584533.508579
  nChanged 6114
		SP:Iteration 1F (4516.310000 sec): 3 clusters
  Score: Raw -1590895.106328 + Penalty 3101.318247 = -1587793.788081
  nChanged 790
		SP:Iteration 2F (4516.540000 sec): 3 clusters
  Score: Raw -1591214.813816 + Penalty 3101.318247 = -1588113.495569
  nChanged 742
		SP:Iteration 3F (4516.770000 sec): 3 clusters
  Score: Raw -1591576.403812 + Penalty 3101.318247 = -1588475.085565
  nChanged 763
		SP:Iteration 4F (4517.030000 sec): 3 clusters
  Score: Raw -1592001.498695 + Penalty 3101.318247 = -1588900.180448
  nChanged 842
		SP:Iteration 5F (4517.310000 sec): 3 clusters
  Score: Raw -1592566.745208 + Penalty 3101.318247 = -1589465.426961
  nChanged 926
		SP:Iteration 6F (4517.540000 sec): 3 clusters
  Score: Raw -1593285.036893 + Penalty 3101.318247 = -1590183.718645
  nChanged 864
		SP:Iteration 7F (4517.790000 sec): 3 clusters
  Score: Raw -1593996.972771 + Penalty 3101.318247 = -1590895.654523
  nChanged 738
		SP:Iteration 8F (4518.050000 sec): 3 clusters
  Score: Raw -1594680.398890 + Penalty 3101.318247 = -1591579.080642
  nChanged 555
		SP:Iteration 9Q (4518.280000 sec): 3 clusters
  Score: Raw -1595177.760593 + Penalty 3101.318247 = -1592076.442345
  nChanged 340
		SP:Iteration 10Q (4518.540000 sec): 3 clusters
  Score: Raw -1595453.255513 + Penalty 3101.318247 = -1592351.937266
  nChanged 226
		SP:Iteration 11Q (4518.790000 sec): 3 clusters
  Score: Raw -1595609.028432 + Penalty 3101.318247 = -1592507.710185
  nChanged 158
		SP:Iteration 12Q (4519.030000 sec): 3 clusters
  Score: Raw -1595724.165472 + Penalty 3101.318247 = -1592622.847224
  nChanged 129
		SP:Iteration 13Q (4519.260000 sec): 3 clusters
  Score: Raw -1595814.035426 + Penalty 3101.318247 = -1592712.717178
  nChanged 97
		SP:Iteration 14Q (4519.480000 sec): 3 clusters
  Score: Raw -1595903.414403 + Penalty 3101.318247 = -1592802.096156
  nChanged 84
		SP:Iteration 15Q (4519.730000 sec): 3 clusters
  Score: Raw -1596009.673414 + Penalty 3101.318247 = -1592908.355167
  nChanged 67
		SP:Iteration 16Q (4519.960000 sec): 3 clusters
  Score: Raw -1596071.375902 + Penalty 3101.318247 = -1592970.057654
  nChanged 41
		SP:Iteration 17Q (4520.180000 sec): 3 clusters
  Score: Raw -1596103.626738 + Penalty 3101.318247 = -1593002.308491
  nChanged 36
		SP:Iteration 18Q (4520.480000 sec): 3 clusters
  Score: Raw -1596123.165385 + Penalty 3101.318247 = -1593021.847138
  nChanged 26
		SP:Iteration 19Q (4520.760000 sec): 3 clusters
  Score: Raw -1596133.871343 + Penalty 3101.318247 = -1593032.553095
  nChanged 19
		SP:Iteration 20F (4520.990000 sec): 3 clusters
  Score: Raw -1596142.126474 + Penalty 3101.318247 = -1593040.808227
  nChanged 21
		SP:Iteration 21Q (4521.240000 sec): 3 clusters
  Score: Raw -1596151.116045 + Penalty 3101.318247 = -1593049.797798
  nChanged 15
		SP:Iteration 22Q (4521.480000 sec): 3 clusters
  Score: Raw -1596155.453437 + Penalty 3101.318247 = -1593054.135190
  nChanged 12
		SP:Iteration 23Q (4521.710000 sec): 3 clusters
  Score: Raw -1596159.950163 + Penalty 3101.318247 = -1593058.631916
  nChanged 10
		SP:Iteration 24Q (4521.960000 sec): 3 clusters
  Score: Raw -1596164.338576 + Penalty 3101.318247 = -1593063.020328
  nChanged 16
		SP:Iteration 25Q (4522.230000 sec): 3 clusters
  Score: Raw -1596171.779610 + Penalty 3101.318247 = -1593070.461363
  nChanged 12
		SP:Iteration 26Q (4522.490000 sec): 3 clusters
  Score: Raw -1596177.595508 + Penalty 3101.318247 = -1593076.277261
  nChanged 15
		SP:Iteration 27Q (4522.780000 sec): 3 clusters
  Score: Raw -1596183.815140 + Penalty 3101.318247 = -1593082.496892
  nChanged 6
		SP:Iteration 28Q (4522.980000 sec): 3 clusters
  Score: Raw -1596185.555225 + Penalty 3101.318247 = -1593084.236977
  nChanged 4
		SP:Iteration 29Q (4523.220000 sec): 3 clusters
  Score: Raw -1596186.686147 + Penalty 3101.318247 = -1593085.367900
  nChanged 2
		SP:Iteration 30Q (4523.440000 sec): 3 clusters
  Score: Raw -1596187.071382 + Penalty 3101.318247 = -1593085.753135
  nChanged 1
		SP:Iteration 31Q (4523.700000 sec): 3 clusters
  Score: Raw -1596187.289337 + Penalty 3101.318247 = -1593085.971090
  nChanged 1
		SP:Iteration 32Q (4523.910000 sec): 3 clusters
  Score: Raw -1596187.409376 + Penalty 3101.318247 = -1593086.091129
  nChanged 1
		SP:Iteration 33Q (4524.140000 sec): 3 clusters
  Score: Raw -1596187.656645 + Penalty 3101.318247 = -1593086.338398
  nChanged 2
		SP:Iteration 34Q (4524.410000 sec): 3 clusters
  Score: Raw -1596188.881404 + Penalty 3101.318247 = -1593087.563157
  nChanged 1
		SP:Iteration 35Q (4524.630000 sec): 3 clusters
  Score: Raw -1596189.540212 + Penalty 3101.318247 = -1593088.221965
  nChanged 3
		SP:Iteration 36Q (4524.900000 sec): 3 clusters
  Score: Raw -1596190.511452 + Penalty 3101.318247 = -1593089.193204
  nChanged 2
		SP:Iteration 37Q (4525.140000 sec): 3 clusters
  Score: Raw -1596191.250209 + Penalty 3101.318247 = -1593089.931962
  nChanged 2
		SP:Iteration 38Q (4525.360000 sec): 3 clusters
  Score: Raw -1596191.908327 + Penalty 3101.318247 = -1593090.590079
  nChanged 1
		SP:Iteration 39Q (4525.600000 sec): 3 clusters
  Score: Raw -1596192.078677 + Penalty 3101.318247 = -1593090.760429
  nChanged 1
		SP:Iteration 40F (4525.820000 sec): 3 clusters
  Score: Raw -1596192.473831 + Penalty 3101.318247 = -1593091.155583
  nChanged 2
		SP:Iteration 41Q (4526.060000 sec): 3 clusters
  Score: Raw -1596193.089994 + Penalty 3101.318247 = -1593091.771746
  nChanged 0
		SP:Iteration 42F (4526.280000 sec): 3 clusters
  Score: Raw -1596193.089994 + Penalty 3101.318247 = -1593091.771746
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4526.460000 sec): 2 clusters
  Score: Raw -145715.175392 + Penalty 1174.495156 = -144540.680236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4526.610000 sec): 3 clusters
  Score: Raw -145197.254987 + Penalty 2348.990312 = -142848.264675
  nChanged 447
		SP:Iteration 1F (4526.790000 sec): 3 clusters
  Score: Raw -145571.200586 + Penalty 2348.990312 = -143222.210273
  nChanged 138
		SP:Iteration 2F (4526.960000 sec): 3 clusters
  Score: Raw -145754.069373 + Penalty 2348.990312 = -143405.079061
  nChanged 110
		SP:Iteration 3F (4527.130000 sec): 3 clusters
  Score: Raw -145896.130492 + Penalty 2348.990312 = -143547.140180
  nChanged 80
		SP:Iteration 4F (4527.330000 sec): 3 clusters
  Score: Raw -146015.995561 + Penalty 2348.990312 = -143667.005249
  nChanged 75
		SP:Iteration 5F (4527.480000 sec): 3 clusters
  Score: Raw -146116.390077 + Penalty 2348.990312 = -143767.399765
  nChanged 55
		SP:Iteration 6Q (4527.650000 sec): 3 clusters
  Score: Raw -146192.925824 + Penalty 2348.990312 = -143843.935512
  nChanged 43
		SP:Iteration 7Q (4527.810000 sec): 3 clusters
  Score: Raw -146246.669629 + Penalty 2348.990312 = -143897.679317
  nChanged 30
		SP:Iteration 8Q (4527.990000 sec): 3 clusters
  Score: Raw -146282.969829 + Penalty 2348.990312 = -143933.979517
  nChanged 27
		SP:Iteration 9Q (4528.190000 sec): 3 clusters
  Score: Raw -146325.679928 + Penalty 2348.990312 = -143976.689616
  nChanged 25
		SP:Iteration 10Q (4528.350000 sec): 3 clusters
  Score: Raw -146360.011375 + Penalty 2348.990312 = -144011.021063
  nChanged 23
		SP:Iteration 11Q (4528.550000 sec): 3 clusters
  Score: Raw -146387.935704 + Penalty 2348.990312 = -144038.945392
  nChanged 18
		SP:Iteration 12Q (4528.750000 sec): 3 clusters
  Score: Raw -146418.087525 + Penalty 2348.990312 = -144069.097213
  nChanged 20
		SP:Iteration 13Q (4528.930000 sec): 3 clusters
  Score: Raw -146444.983468 + Penalty 2348.990312 = -144095.993156
  nChanged 15
		SP:Iteration 14Q (4529.110000 sec): 3 clusters
  Score: Raw -146461.972482 + Penalty 2348.990312 = -144112.982170
  nChanged 14
		SP:Iteration 15Q (4529.280000 sec): 3 clusters
  Score: Raw -146477.822340 + Penalty 2348.990312 = -144128.832028
  nChanged 9
		SP:Iteration 16Q (4529.470000 sec): 3 clusters
  Score: Raw -146485.945519 + Penalty 2348.990312 = -144136.955206
  nChanged 6
		SP:Iteration 17Q (4529.620000 sec): 3 clusters
  Score: Raw -146494.253566 + Penalty 2348.990312 = -144145.263253
  nChanged 7
		SP:Iteration 18Q (4529.790000 sec): 3 clusters
  Score: Raw -146503.948445 + Penalty 2348.990312 = -144154.958133
  nChanged 6
		SP:Iteration 19Q (4529.940000 sec): 3 clusters
  Score: Raw -146508.312260 + Penalty 2348.990312 = -144159.321948
  nChanged 4
		SP:Iteration 20F (4530.120000 sec): 3 clusters
  Score: Raw -146519.861948 + Penalty 2348.990312 = -144170.871636
  nChanged 4
		SP:Iteration 21Q (4530.250000 sec): 3 clusters
  Score: Raw -146533.464489 + Penalty 2348.990312 = -144184.474176
  nChanged 14
		SP:Iteration 22Q (4530.430000 sec): 3 clusters
  Score: Raw -146553.082861 + Penalty 2348.990312 = -144204.092549
  nChanged 13
		SP:Iteration 23Q (4530.600000 sec): 3 clusters
  Score: Raw -146579.241387 + Penalty 2348.990312 = -144230.251075
  nChanged 12
		SP:Iteration 24Q (4530.790000 sec): 3 clusters
  Score: Raw -146593.027027 + Penalty 2348.990312 = -144244.036715
  nChanged 5
		SP:Iteration 25Q (4530.950000 sec): 3 clusters
  Score: Raw -146598.024232 + Penalty 2348.990312 = -144249.033920
  nChanged 6
		SP:Iteration 26Q (4531.140000 sec): 3 clusters
  Score: Raw -146603.251926 + Penalty 2348.990312 = -144254.261614
  nChanged 3
		SP:Iteration 27Q (4531.280000 sec): 3 clusters
  Score: Raw -146606.804375 + Penalty 2348.990312 = -144257.814063
  nChanged 4
		SP:Iteration 28Q (4531.470000 sec): 3 clusters
  Score: Raw -146609.918938 + Penalty 2348.990312 = -144260.928626
  nChanged 5
		SP:Iteration 29Q (4531.630000 sec): 3 clusters
  Score: Raw -146621.173193 + Penalty 2348.990312 = -144272.182881
  nChanged 6
		SP:Iteration 30Q (4531.790000 sec): 3 clusters
  Score: Raw -146627.056338 + Penalty 2348.990312 = -144278.066026
  nChanged 4
		SP:Iteration 31Q (4531.920000 sec): 3 clusters
  Score: Raw -146630.250310 + Penalty 2348.990312 = -144281.259997
  nChanged 0
		SP:Iteration 32F (4532.090000 sec): 3 clusters
  Score: Raw -146630.250310 + Penalty 2348.990312 = -144281.259997
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (49562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4532.440000 sec): 2 clusters
  Score: Raw -5720973.829381 + Penalty 1756.784200 = -5719217.045181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4532.860000 sec): 3 clusters
  Score: Raw -5689599.506618 + Penalty 3513.568399 = -5686085.938219
  nChanged 23328
		SP:Iteration 1F (4533.210000 sec): 3 clusters
  Score: Raw -5703642.024347 + Penalty 3513.568399 = -5700128.455948
  nChanged 2843
		SP:Iteration 2F (4533.610000 sec): 3 clusters
  Score: Raw -5705360.709056 + Penalty 3513.568399 = -5701847.140657
  nChanged 3318
		SP:Iteration 3F (4534.050000 sec): 3 clusters
  Score: Raw -5707790.289771 + Penalty 3513.568399 = -5704276.721372
  nChanged 3789
		SP:Iteration 4F (4534.410000 sec): 3 clusters
  Score: Raw -5710876.084491 + Penalty 3513.568399 = -5707362.516092
  nChanged 3962
		SP:Iteration 5F (4534.830000 sec): 3 clusters
  Score: Raw -5714484.354962 + Penalty 3513.568399 = -5710970.786563
  nChanged 3656
		SP:Iteration 6F (4535.190000 sec): 3 clusters
  Score: Raw -5718166.869953 + Penalty 3513.568399 = -5714653.301553
  nChanged 3041
		SP:Iteration 7F (4535.590000 sec): 3 clusters
  Score: Raw -5721867.317044 + Penalty 3513.568399 = -5718353.748645
  nChanged 2203
		SP:Iteration 8Q (4536.000000 sec): 3 clusters
  Score: Raw -5725404.491744 + Penalty 3513.568399 = -5721890.923344
  nChanged 1471
		SP:Iteration 9Q (4536.410000 sec): 3 clusters
  Score: Raw -5727311.361690 + Penalty 3513.568399 = -5723797.793291
  nChanged 859
		SP:Iteration 10Q (4536.810000 sec): 3 clusters
  Score: Raw -5727730.565903 + Penalty 3513.568399 = -5724216.997504
  nChanged 407
		SP:Iteration 11Q (4537.200000 sec): 3 clusters
  Score: Raw -5727840.600090 + Penalty 3513.568399 = -5724327.031691
  nChanged 242
		SP:Iteration 12Q (4537.590000 sec): 3 clusters
  Score: Raw -5727886.306822 + Penalty 3513.568399 = -5724372.738423
  nChanged 144
		SP:Iteration 13Q (4537.950000 sec): 3 clusters
  Score: Raw -5727909.786798 + Penalty 3513.568399 = -5724396.218399
  nChanged 103
		SP:Iteration 14Q (4538.370000 sec): 3 clusters
  Score: Raw -5727923.325329 + Penalty 3513.568399 = -5724409.756930
  nChanged 85
		SP:Iteration 15Q (4538.690000 sec): 3 clusters
  Score: Raw -5727932.015406 + Penalty 3513.568399 = -5724418.447007
  nChanged 71
		SP:Iteration 16Q (4539.100000 sec): 3 clusters
  Score: Raw -5727938.388282 + Penalty 3513.568399 = -5724424.819883
  nChanged 52
		SP:Iteration 17Q (4539.460000 sec): 3 clusters
  Score: Raw -5727941.995819 + Penalty 3513.568399 = -5724428.427420
  nChanged 44
		SP:Iteration 18Q (4539.890000 sec): 3 clusters
  Score: Raw -5727944.991769 + Penalty 3513.568399 = -5724431.423370
  nChanged 33
		SP:Iteration 19Q (4540.240000 sec): 3 clusters
  Score: Raw -5727946.824266 + Penalty 3513.568399 = -5724433.255867
  nChanged 28
		SP:Iteration 20F (4540.620000 sec): 3 clusters
  Score: Raw -5727948.220452 + Penalty 3513.568399 = -5724434.652053
  nChanged 24
		SP:Iteration 21Q (4541.040000 sec): 3 clusters
  Score: Raw -5727949.486460 + Penalty 3513.568399 = -5724435.918061
  nChanged 23
		SP:Iteration 22Q (4541.450000 sec): 3 clusters
  Score: Raw -5727950.402814 + Penalty 3513.568399 = -5724436.834415
  nChanged 17
		SP:Iteration 23Q (4541.830000 sec): 3 clusters
  Score: Raw -5727951.026155 + Penalty 3513.568399 = -5724437.457755
  nChanged 16
		SP:Iteration 24Q (4542.220000 sec): 3 clusters
  Score: Raw -5727951.553464 + Penalty 3513.568399 = -5724437.985065
  nChanged 12
		SP:Iteration 25Q (4542.630000 sec): 3 clusters
  Score: Raw -5727951.902737 + Penalty 3513.568399 = -5724438.334337
  nChanged 10
		SP:Iteration 26Q (4543.030000 sec): 3 clusters
  Score: Raw -5727952.190429 + Penalty 3513.568399 = -5724438.622029
  nChanged 9
		SP:Iteration 27Q (4543.430000 sec): 3 clusters
  Score: Raw -5727952.483997 + Penalty 3513.568399 = -5724438.915598
  nChanged 9
		SP:Iteration 28Q (4543.770000 sec): 3 clusters
  Score: Raw -5727952.769964 + Penalty 3513.568399 = -5724439.201564
  nChanged 9
		SP:Iteration 29Q (4544.170000 sec): 3 clusters
  Score: Raw -5727953.059843 + Penalty 3513.568399 = -5724439.491443
  nChanged 12
		SP:Iteration 30Q (4544.550000 sec): 3 clusters
  Score: Raw -5727953.600267 + Penalty 3513.568399 = -5724440.031868
  nChanged 9
		SP:Iteration 31Q (4545.000000 sec): 3 clusters
  Score: Raw -5727953.928782 + Penalty 3513.568399 = -5724440.360383
  nChanged 8
		SP:Iteration 32Q (4545.420000 sec): 3 clusters
  Score: Raw -5727954.255915 + Penalty 3513.568399 = -5724440.687516
  nChanged 11
		SP:Iteration 33Q (4545.820000 sec): 3 clusters
  Score: Raw -5727954.635169 + Penalty 3513.568399 = -5724441.066770
  nChanged 13
		SP:Iteration 34Q (4546.240000 sec): 3 clusters
  Score: Raw -5727955.242648 + Penalty 3513.568399 = -5724441.674248
  nChanged 15
		SP:Iteration 35Q (4546.640000 sec): 3 clusters
  Score: Raw -5727955.953618 + Penalty 3513.568399 = -5724442.385219
  nChanged 20
		SP:Iteration 36Q (4547.020000 sec): 3 clusters
  Score: Raw -5727957.148640 + Penalty 3513.568399 = -5724443.580241
  nChanged 24
		SP:Iteration 37Q (4547.440000 sec): 3 clusters
  Score: Raw -5727958.451804 + Penalty 3513.568399 = -5724444.883405
  nChanged 22
		SP:Iteration 38Q (4547.880000 sec): 3 clusters
  Score: Raw -5727959.323393 + Penalty 3513.568399 = -5724445.754994
  nChanged 12
		SP:Iteration 39Q (4548.270000 sec): 3 clusters
  Score: Raw -5727959.909634 + Penalty 3513.568399 = -5724446.341235
  nChanged 15
		SP:Iteration 40F (4548.660000 sec): 3 clusters
  Score: Raw -5727960.674505 + Penalty 3513.568399 = -5724447.106106
  nChanged 14
		SP:Iteration 41Q (4549.030000 sec): 3 clusters
  Score: Raw -5727961.279507 + Penalty 3513.568399 = -5724447.711108
  nChanged 13
		SP:Iteration 42Q (4549.440000 sec): 3 clusters
  Score: Raw -5727961.881434 + Penalty 3513.568399 = -5724448.313035
  nChanged 11
		SP:Iteration 43Q (4549.810000 sec): 3 clusters
  Score: Raw -5727962.244706 + Penalty 3513.568399 = -5724448.676307
  nChanged 7
		SP:Iteration 44Q (4550.170000 sec): 3 clusters
  Score: Raw -5727962.438824 + Penalty 3513.568399 = -5724448.870425
  nChanged 10
		SP:Iteration 45Q (4550.520000 sec): 3 clusters
  Score: Raw -5727962.747416 + Penalty 3513.568399 = -5724449.179017
  nChanged 7
		SP:Iteration 46Q (4550.920000 sec): 3 clusters
  Score: Raw -5727962.942191 + Penalty 3513.568399 = -5724449.373792
  nChanged 2
		SP:Iteration 47Q (4551.330000 sec): 3 clusters
  Score: Raw -5727963.012271 + Penalty 3513.568399 = -5724449.443871
  nChanged 2
		SP:Iteration 48Q (4551.700000 sec): 3 clusters
  Score: Raw -5727963.059755 + Penalty 3513.568399 = -5724449.491356
  nChanged 3
		SP:Iteration 49Q (4552.120000 sec): 3 clusters
  Score: Raw -5727963.168407 + Penalty 3513.568399 = -5724449.600007
  nChanged 3
		SP:Iteration 50Q (4552.520000 sec): 3 clusters
  Score: Raw -5727963.206074 + Penalty 3513.568399 = -5724449.637675
  nChanged 0
		SP:Iteration 51F (4552.940000 sec): 3 clusters
  Score: Raw -5727963.206074 + Penalty 3513.568399 = -5724449.637675
  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 11.19 GB.

 Trying to split cluster 20 (85931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4553.460000 sec): 2 clusters
  Score: Raw -10015383.325133 + Penalty 1846.211238 = -10013537.113895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4554.110000 sec): 3 clusters
  Score: Raw -9959768.806137 + Penalty 3692.422476 = -9956076.383660
  nChanged 40968
		SP:Iteration 1F (4554.820000 sec): 3 clusters
  Score: Raw -9984515.050728 + Penalty 3692.422476 = -9980822.628251
  nChanged 4208
		SP:Iteration 2Q (4555.460000 sec): 3 clusters
  Score: Raw -9986146.077710 + Penalty 3692.422476 = -9982453.655233
  nChanged 4881
		SP:Iteration 3F (4556.230000 sec): 3 clusters
  Score: Raw -9988481.710129 + Penalty 3692.422476 = -9984789.287652
  nChanged 5543
		SP:Iteration 4F (4556.960000 sec): 3 clusters
  Score: Raw -9991590.155369 + Penalty 3692.422476 = -9987897.732893
  nChanged 5852
		SP:Iteration 5F (4557.540000 sec): 3 clusters
  Score: Raw -9995428.722376 + Penalty 3692.422476 = -9991736.299900
  nChanged 5720
		SP:Iteration 6F (4558.100000 sec): 3 clusters
  Score: Raw -9999735.938745 + Penalty 3692.422476 = -9996043.516269
  nChanged 5144
		SP:Iteration 7F (4558.730000 sec): 3 clusters
  Score: Raw -10004073.269238 + Penalty 3692.422476 = -10000380.846761
  nChanged 4129
		SP:Iteration 8Q (4559.400000 sec): 3 clusters
  Score: Raw -10008007.194573 + Penalty 3692.422476 = -10004314.772097
  nChanged 2979
		SP:Iteration 9Q (4560.000000 sec): 3 clusters
  Score: Raw -10010975.817674 + Penalty 3692.422476 = -10007283.395197
  nChanged 2002
		SP:Iteration 10Q (4560.590000 sec): 3 clusters
  Score: Raw -10012837.524602 + Penalty 3692.422476 = -10009145.102125
  nChanged 1352
		SP:Iteration 11Q (4561.190000 sec): 3 clusters
  Score: Raw -10013887.418845 + Penalty 3692.422476 = -10010194.996369
  nChanged 968
		SP:Iteration 12Q (4561.750000 sec): 3 clusters
  Score: Raw -10014561.191624 + Penalty 3692.422476 = -10010868.769147
  nChanged 751
		SP:Iteration 13Q (4562.350000 sec): 3 clusters
  Score: Raw -10015039.387408 + Penalty 3692.422476 = -10011346.964931
  nChanged 697
		SP:Iteration 14Q (4563.000000 sec): 3 clusters
  Score: Raw -10015512.105858 + Penalty 3692.422476 = -10011819.683382
  nChanged 657
		SP:Iteration 15Q (4563.510000 sec): 3 clusters
  Score: Raw -10016044.617177 + Penalty 3692.422476 = -10012352.194701
  nChanged 635
		SP:Iteration 16Q (4564.060000 sec): 3 clusters
  Score: Raw -10016610.217107 + Penalty 3692.422476 = -10012917.794631
  nChanged 616
		SP:Iteration 17Q (4564.560000 sec): 3 clusters
  Score: Raw -10017232.975069 + Penalty 3692.422476 = -10013540.552592
  nChanged 660
		SP:Iteration 18Q (4565.050000 sec): 3 clusters
  Score: Raw -10018096.242860 + Penalty 3692.422476 = -10014403.820383
  nChanged 692
		SP:Iteration 19Q (4565.580000 sec): 3 clusters
  Score: Raw -10019219.187720 + Penalty 3692.422476 = -10015526.765243
  nChanged 680
		SP:Iteration 20F (4566.260000 sec): 3 clusters
  Score: Raw -10020507.708345 + Penalty 3692.422476 = -10016815.285868
  nChanged 730
		SP:Iteration 21Q (4566.990000 sec): 3 clusters
  Score: Raw -10021586.381716 + Penalty 3692.422476 = -10017893.959239
  nChanged 661
		SP:Iteration 22Q (4567.710000 sec): 3 clusters
  Score: Raw -10022248.189511 + Penalty 3692.422476 = -10018555.767034
  nChanged 517
		SP:Iteration 23Q (4568.410000 sec): 3 clusters
  Score: Raw -10022571.982639 + Penalty 3692.422476 = -10018879.560162
  nChanged 328
		SP:Iteration 24Q (4569.100000 sec): 3 clusters
  Score: Raw -10022690.680897 + Penalty 3692.422476 = -10018998.258421
  nChanged 181
		SP:Iteration 25Q (4569.770000 sec): 3 clusters
  Score: Raw -10022733.644180 + Penalty 3692.422476 = -10019041.221704
  nChanged 107
		SP:Iteration 26Q (4570.340000 sec): 3 clusters
  Score: Raw -10022753.303075 + Penalty 3692.422476 = -10019060.880598
  nChanged 68
		SP:Iteration 27Q (4571.000000 sec): 3 clusters
  Score: Raw -10022766.397514 + Penalty 3692.422476 = -10019073.975038
  nChanged 39
		SP:Iteration 28Q (4571.700000 sec): 3 clusters
  Score: Raw -10022770.510499 + Penalty 3692.422476 = -10019078.088023
  nChanged 24
		SP:Iteration 29Q (4572.310000 sec): 3 clusters
  Score: Raw -10022773.350318 + Penalty 3692.422476 = -10019080.927842
  nChanged 20
		SP:Iteration 30Q (4572.870000 sec): 3 clusters
  Score: Raw -10022774.972647 + Penalty 3692.422476 = -10019082.550171
  nChanged 12
		SP:Iteration 31Q (4573.480000 sec): 3 clusters
  Score: Raw -10022775.691878 + Penalty 3692.422476 = -10019083.269402
  nChanged 5
		SP:Iteration 32Q (4574.040000 sec): 3 clusters
  Score: Raw -10022776.008738 + Penalty 3692.422476 = -10019083.586261
  nChanged 2
		SP:Iteration 33Q (4574.560000 sec): 3 clusters
  Score: Raw -10022776.165926 + Penalty 3692.422476 = -10019083.743450
  nChanged 2
		SP:Iteration 34Q (4575.060000 sec): 3 clusters
  Score: Raw -10022776.225600 + Penalty 3692.422476 = -10019083.803124
  nChanged 0
		SP:Iteration 35F (4575.650000 sec): 3 clusters
  Score: Raw -10022814.787603 + Penalty 3692.422476 = -10019122.365126
  nChanged 45
		SP:Iteration 36Q (4576.150000 sec): 3 clusters
  Score: Raw -10022823.464269 + Penalty 3692.422476 = -10019131.041792
  nChanged 35
		SP:Iteration 37Q (4576.660000 sec): 3 clusters
  Score: Raw -10022827.131606 + Penalty 3692.422476 = -10019134.709130
  nChanged 25
		SP:Iteration 38Q (4577.330000 sec): 3 clusters
  Score: Raw -10022829.396667 + Penalty 3692.422476 = -10019136.974190
  nChanged 17
		SP:Iteration 39Q (4577.960000 sec): 3 clusters
  Score: Raw -10022830.967476 + Penalty 3692.422476 = -10019138.545000
  nChanged 8
		SP:Iteration 40F (4578.580000 sec): 3 clusters
  Score: Raw -10022831.684541 + Penalty 3692.422476 = -10019139.262064
  nChanged 6
		SP:Iteration 41Q (4579.090000 sec): 3 clusters
  Score: Raw -10022832.099332 + Penalty 3692.422476 = -10019139.676856
  nChanged 4
		SP:Iteration 42Q (4579.610000 sec): 3 clusters
  Score: Raw -10022832.470679 + Penalty 3692.422476 = -10019140.048203
  nChanged 3
		SP:Iteration 43Q (4580.120000 sec): 3 clusters
  Score: Raw -10022832.683563 + Penalty 3692.422476 = -10019140.261086
  nChanged 3
		SP:Iteration 44Q (4580.630000 sec): 3 clusters
  Score: Raw -10022832.827067 + Penalty 3692.422476 = -10019140.404591
  nChanged 0
		SP:Iteration 45F (4581.220000 sec): 3 clusters
  Score: Raw -10022832.827067 + Penalty 3692.422476 = -10019140.404591
  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 11.19 GB.

 Trying to split cluster 21 (27848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4581.470000 sec): 2 clusters
  Score: Raw -3388733.645626 + Penalty 1663.108920 = -3387070.536707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4581.760000 sec): 3 clusters
  Score: Raw -3371462.481968 + Penalty 3326.217840 = -3368136.264128
  nChanged 12756
		SP:Iteration 1F (4582.100000 sec): 3 clusters
  Score: Raw -3378630.510842 + Penalty 3326.217840 = -3375304.293002
  nChanged 1293
		SP:Iteration 2Q (4582.370000 sec): 3 clusters
  Score: Raw -3379164.527835 + Penalty 3326.217840 = -3375838.309996
  nChanged 1432
		SP:Iteration 3F (4582.680000 sec): 3 clusters
  Score: Raw -3379920.327239 + Penalty 3326.217840 = -3376594.109399
  nChanged 1625
		SP:Iteration 4F (4583.000000 sec): 3 clusters
  Score: Raw -3381129.075784 + Penalty 3326.217840 = -3377802.857944
  nChanged 1949
		SP:Iteration 5F (4583.320000 sec): 3 clusters
  Score: Raw -3383072.556934 + Penalty 3326.217840 = -3379746.339095
  nChanged 2289
		SP:Iteration 6F (4583.630000 sec): 3 clusters
  Score: Raw -3386021.463051 + Penalty 3326.217840 = -3382695.245211
  nChanged 2460
		SP:Iteration 7F (4583.900000 sec): 3 clusters
  Score: Raw -3390016.011749 + Penalty 3326.217840 = -3386689.793909
  nChanged 2433
		SP:Iteration 8F (4584.250000 sec): 3 clusters
  Score: Raw -3393645.651763 + Penalty 3326.217840 = -3390319.433923
  nChanged 2108
		SP:Iteration 9F (4584.540000 sec): 3 clusters
  Score: Raw -3395966.211733 + Penalty 3326.217840 = -3392639.993894
  nChanged 1347
		SP:Iteration 10Q (4584.860000 sec): 3 clusters
  Score: Raw -3397609.291513 + Penalty 3326.217840 = -3394283.073673
  nChanged 766
		SP:Iteration 11Q (4585.230000 sec): 3 clusters
  Score: Raw -3398623.121552 + Penalty 3326.217840 = -3395296.903712
  nChanged 525
		SP:Iteration 12Q (4585.560000 sec): 3 clusters
  Score: Raw -3399241.898026 + Penalty 3326.217840 = -3395915.680186
  nChanged 400
		SP:Iteration 13Q (4585.840000 sec): 3 clusters
  Score: Raw -3399649.431191 + Penalty 3326.217840 = -3396323.213351
  nChanged 280
		SP:Iteration 14Q (4586.120000 sec): 3 clusters
  Score: Raw -3399859.946178 + Penalty 3326.217840 = -3396533.728338
  nChanged 212
		SP:Iteration 15Q (4586.400000 sec): 3 clusters
  Score: Raw -3399991.870472 + Penalty 3326.217840 = -3396665.652633
  nChanged 158
		SP:Iteration 16Q (4586.670000 sec): 3 clusters
  Score: Raw -3400070.963673 + Penalty 3326.217840 = -3396744.745833
  nChanged 119
		SP:Iteration 17Q (4586.960000 sec): 3 clusters
  Score: Raw -3400113.558795 + Penalty 3326.217840 = -3396787.340955
  nChanged 79
		SP:Iteration 18Q (4587.220000 sec): 3 clusters
  Score: Raw -3400133.648338 + Penalty 3326.217840 = -3396807.430498
  nChanged 58
		SP:Iteration 19Q (4587.490000 sec): 3 clusters
  Score: Raw -3400144.158975 + Penalty 3326.217840 = -3396817.941136
  nChanged 40
		SP:Iteration 20F (4587.790000 sec): 3 clusters
  Score: Raw -3400149.393603 + Penalty 3326.217840 = -3396823.175763
  nChanged 28
		SP:Iteration 21Q (4588.090000 sec): 3 clusters
  Score: Raw -3400151.928274 + Penalty 3326.217840 = -3396825.710434
  nChanged 11
		SP:Iteration 22Q (4588.340000 sec): 3 clusters
  Score: Raw -3400152.730882 + Penalty 3326.217840 = -3396826.513042
  nChanged 8
		SP:Iteration 23Q (4588.720000 sec): 3 clusters
  Score: Raw -3400153.259597 + Penalty 3326.217840 = -3396827.041758
  nChanged 6
		SP:Iteration 24Q (4589.090000 sec): 3 clusters
  Score: Raw -3400153.631271 + Penalty 3326.217840 = -3396827.413431
  nChanged 6
		SP:Iteration 25Q (4589.400000 sec): 3 clusters
  Score: Raw -3400153.876574 + Penalty 3326.217840 = -3396827.658735
  nChanged 3
		SP:Iteration 26Q (4589.730000 sec): 3 clusters
  Score: Raw -3400153.993849 + Penalty 3326.217840 = -3396827.776010
  nChanged 2
		SP:Iteration 27Q (4590.020000 sec): 3 clusters
  Score: Raw -3400154.077344 + Penalty 3326.217840 = -3396827.859504
  nChanged 1
		SP:Iteration 28Q (4590.320000 sec): 3 clusters
  Score: Raw -3400154.116738 + Penalty 3326.217840 = -3396827.898899
  nChanged 2
		SP:Iteration 29Q (4590.640000 sec): 3 clusters
  Score: Raw -3400154.177505 + Penalty 3326.217840 = -3396827.959665
  nChanged 0
		SP:Iteration 30F (4590.970000 sec): 3 clusters
  Score: Raw -3400154.177505 + Penalty 3326.217840 = -3396827.959665
  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 11.19 GB.

 Trying to split cluster 22 (328393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4592.280000 sec): 2 clusters
  Score: Raw -34755746.424835 + Penalty 2064.069530 = -34753682.355305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4593.970000 sec): 3 clusters
  Score: Raw -34536129.890692 + Penalty 4128.139061 = -34532001.751631
  nChanged 160133
		SP:Iteration 1F (4595.730000 sec): 3 clusters
  Score: Raw -34640837.334400 + Penalty 4128.139061 = -34636709.195340
  nChanged 17835
		SP:Iteration 2F (4597.380000 sec): 3 clusters
  Score: Raw -34649976.627749 + Penalty 4128.139061 = -34645848.488688
  nChanged 20837
		SP:Iteration 3F (4599.110000 sec): 3 clusters
  Score: Raw -34662841.225207 + Penalty 4128.139061 = -34658713.086146
  nChanged 22681
		SP:Iteration 4F (4600.880000 sec): 3 clusters
  Score: Raw -34678715.073032 + Penalty 4128.139061 = -34674586.933972
  nChanged 22556
		SP:Iteration 5F (4602.630000 sec): 3 clusters
  Score: Raw -34694579.632293 + Penalty 4128.139061 = -34690451.493233
  nChanged 19688
		SP:Iteration 6F (4604.290000 sec): 3 clusters
  Score: Raw -34706420.921860 + Penalty 4128.139061 = -34702292.782799
  nChanged 14513
		SP:Iteration 7Q (4605.930000 sec): 3 clusters
  Score: Raw -34712538.151154 + Penalty 4128.139061 = -34708410.012093
  nChanged 9219
		SP:Iteration 8Q (4607.600000 sec): 3 clusters
  Score: Raw -34715129.783440 + Penalty 4128.139061 = -34711001.644379
  nChanged 5972
		SP:Iteration 9Q (4609.210000 sec): 3 clusters
  Score: Raw -34716560.888709 + Penalty 4128.139061 = -34712432.749648
  nChanged 4751
		SP:Iteration 10Q (4611.060000 sec): 3 clusters
  Score: Raw -34717661.989976 + Penalty 4128.139061 = -34713533.850916
  nChanged 4353
		SP:Iteration 11Q (4612.830000 sec): 3 clusters
  Score: Raw -34718664.682992 + Penalty 4128.139061 = -34714536.543931
  nChanged 4387
		SP:Iteration 12Q (4614.600000 sec): 3 clusters
  Score: Raw -34719705.473817 + Penalty 4128.139061 = -34715577.334756
  nChanged 4483
		SP:Iteration 13Q (4616.730000 sec): 3 clusters
  Score: Raw -34720813.975608 + Penalty 4128.139061 = -34716685.836547
  nChanged 4669
		SP:Iteration 14Q (4618.980000 sec): 3 clusters
  Score: Raw -34722035.804836 + Penalty 4128.139061 = -34717907.665775
  nChanged 4945
		SP:Iteration 15Q (4620.950000 sec): 3 clusters
  Score: Raw -34723403.679926 + Penalty 4128.139061 = -34719275.540865
  nChanged 5217
		SP:Iteration 16Q (4622.710000 sec): 3 clusters
  Score: Raw -34724925.978751 + Penalty 4128.139061 = -34720797.839690
  nChanged 5458
		SP:Iteration 17Q (4624.620000 sec): 3 clusters
  Score: Raw -34726645.866282 + Penalty 4128.139061 = -34722517.727221
  nChanged 5759
		SP:Iteration 18Q (4626.560000 sec): 3 clusters
  Score: Raw -34728601.681028 + Penalty 4128.139061 = -34724473.541967
  nChanged 5896
		SP:Iteration 19Q (4628.110000 sec): 3 clusters
  Score: Raw -34730778.247005 + Penalty 4128.139061 = -34726650.107944
  nChanged 6026
		SP:Iteration 20F (4629.830000 sec): 3 clusters
  Score: Raw -34733162.202837 + Penalty 4128.139061 = -34729034.063776
  nChanged 6045
		SP:Iteration 21Q (4631.490000 sec): 3 clusters
  Score: Raw -34735695.413310 + Penalty 4128.139061 = -34731567.274249
  nChanged 5980
		SP:Iteration 22Q (4633.060000 sec): 3 clusters
  Score: Raw -34738339.222528 + Penalty 4128.139061 = -34734211.083468
  nChanged 5857
		SP:Iteration 23Q (4634.680000 sec): 3 clusters
  Score: Raw -34741033.899184 + Penalty 4128.139061 = -34736905.760123
  nChanged 5605
		SP:Iteration 24Q (4636.790000 sec): 3 clusters
  Score: Raw -34743709.621614 + Penalty 4128.139061 = -34739581.482553
  nChanged 5123
		SP:Iteration 25Q (4638.690000 sec): 3 clusters
  Score: Raw -34746234.807501 + Penalty 4128.139061 = -34742106.668440
  nChanged 4687
		SP:Iteration 26Q (4640.420000 sec): 3 clusters
  Score: Raw -34748617.967379 + Penalty 4128.139061 = -34744489.828318
  nChanged 4029
		SP:Iteration 27Q (4641.990000 sec): 3 clusters
  Score: Raw -34750708.097163 + Penalty 4128.139061 = -34746579.958102
  nChanged 3544
		SP:Iteration 28Q (4643.810000 sec): 3 clusters
  Score: Raw -34752529.950546 + Penalty 4128.139061 = -34748401.811485
  nChanged 3028
		SP:Iteration 29Q (4645.510000 sec): 3 clusters
  Score: Raw -34753965.184705 + Penalty 4128.139061 = -34749837.045644
  nChanged 2498
		SP:Iteration 30Q (4647.000000 sec): 3 clusters
  Score: Raw -34755059.725959 + Penalty 4128.139061 = -34750931.586898
  nChanged 2049
		SP:Iteration 31Q (4648.460000 sec): 3 clusters
  Score: Raw -34755859.321846 + Penalty 4128.139061 = -34751731.182785
  nChanged 1711
		SP:Iteration 32Q (4650.010000 sec): 3 clusters
  Score: Raw -34756452.310567 + Penalty 4128.139061 = -34752324.171507
  nChanged 1446
		SP:Iteration 33Q (4651.770000 sec): 3 clusters
  Score: Raw -34756870.921658 + Penalty 4128.139061 = -34752742.782597
  nChanged 1221
		SP:Iteration 34Q (4653.280000 sec): 3 clusters
  Score: Raw -34757189.543944 + Penalty 4128.139061 = -34753061.404883
  nChanged 1047
		SP:Iteration 35Q (4654.970000 sec): 3 clusters
  Score: Raw -34757434.010313 + Penalty 4128.139061 = -34753305.871252
  nChanged 932
		SP:Iteration 36Q (4656.800000 sec): 3 clusters
  Score: Raw -34757630.739364 + Penalty 4128.139061 = -34753502.600303
  nChanged 795
		SP:Iteration 37Q (4658.500000 sec): 3 clusters
  Score: Raw -34757785.702568 + Penalty 4128.139061 = -34753657.563507
  nChanged 695
		SP:Iteration 38Q (4660.070000 sec): 3 clusters
  Score: Raw -34757917.771326 + Penalty 4128.139061 = -34753789.632265
  nChanged 583
		SP:Iteration 39Q (4661.360000 sec): 3 clusters
  Score: Raw -34758031.946759 + Penalty 4128.139061 = -34753903.807698
  nChanged 561
		SP:Iteration 40F (4663.230000 sec): 3 clusters
  Score: Raw -34758136.747735 + Penalty 4128.139061 = -34754008.608674
  nChanged 476
		SP:Iteration 41Q (4664.840000 sec): 3 clusters
  Score: Raw -34758222.166960 + Penalty 4128.139061 = -34754094.027899
  nChanged 443
		SP:Iteration 42Q (4666.250000 sec): 3 clusters
  Score: Raw -34758295.263157 + Penalty 4128.139061 = -34754167.124096
  nChanged 383
		SP:Iteration 43Q (4667.510000 sec): 3 clusters
  Score: Raw -34758358.884732 + Penalty 4128.139061 = -34754230.745671
  nChanged 358
		SP:Iteration 44Q (4669.120000 sec): 3 clusters
  Score: Raw -34758411.693891 + Penalty 4128.139061 = -34754283.554830
  nChanged 321
		SP:Iteration 45Q (4670.670000 sec): 3 clusters
  Score: Raw -34758462.171706 + Penalty 4128.139061 = -34754334.032645
  nChanged 304
		SP:Iteration 46Q (4672.250000 sec): 3 clusters
  Score: Raw -34758508.582253 + Penalty 4128.139061 = -34754380.443193
  nChanged 278
		SP:Iteration 47Q (4673.760000 sec): 3 clusters
  Score: Raw -34758554.567326 + Penalty 4128.139061 = -34754426.428265
  nChanged 259
		SP:Iteration 48Q (4675.260000 sec): 3 clusters
  Score: Raw -34758592.906336 + Penalty 4128.139061 = -34754464.767276
  nChanged 231
		SP:Iteration 49Q (4676.620000 sec): 3 clusters
  Score: Raw -34758621.982316 + Penalty 4128.139061 = -34754493.843255
  nChanged 202
		SP:Iteration 50Q (4678.030000 sec): 3 clusters
  Score: Raw -34758644.213785 + Penalty 4128.139061 = -34754516.074724
  nChanged 176
		SP:Iteration 51Q (4679.620000 sec): 3 clusters
  Score: Raw -34758664.707714 + Penalty 4128.139061 = -34754536.568653
  nChanged 179
		SP:Iteration 52Q (4681.220000 sec): 3 clusters
  Score: Raw -34758684.157864 + Penalty 4128.139061 = -34754556.018804
  nChanged 142
		SP:Iteration 53Q (4682.690000 sec): 3 clusters
  Score: Raw -34758698.446620 + Penalty 4128.139061 = -34754570.307559
  nChanged 125
		SP:Iteration 54Q (4684.590000 sec): 3 clusters
  Score: Raw -34758711.837520 + Penalty 4128.139061 = -34754583.698459
  nChanged 134
		SP:Iteration 55Q (4686.310000 sec): 3 clusters
  Score: Raw -34758725.311228 + Penalty 4128.139061 = -34754597.172168
  nChanged 123
		SP:Iteration 56Q (4688.010000 sec): 3 clusters
  Score: Raw -34758741.402752 + Penalty 4128.139061 = -34754613.263692
  nChanged 150
		SP:Iteration 57Q (4689.390000 sec): 3 clusters
  Score: Raw -34758759.551209 + Penalty 4128.139061 = -34754631.412148
  nChanged 124
		SP:Iteration 58Q (4691.380000 sec): 3 clusters
  Score: Raw -34758772.531050 + Penalty 4128.139061 = -34754644.391989
  nChanged 111
		SP:Iteration 59Q (4693.290000 sec): 3 clusters
  Score: Raw -34758784.495852 + Penalty 4128.139061 = -34754656.356791
  nChanged 112
		SP:Iteration 60F (4695.200000 sec): 3 clusters
  Score: Raw -34758796.279320 + Penalty 4128.139061 = -34754668.140259
  nChanged 126
		SP:Iteration 61Q (4696.650000 sec): 3 clusters
  Score: Raw -34758811.632927 + Penalty 4128.139061 = -34754683.493866
  nChanged 143
		SP:Iteration 62Q (4698.620000 sec): 3 clusters
  Score: Raw -34758827.449981 + Penalty 4128.139061 = -34754699.310920
  nChanged 112
		SP:Iteration 63Q (4700.390000 sec): 3 clusters
  Score: Raw -34758837.133055 + Penalty 4128.139061 = -34754708.993995
  nChanged 84
		SP:Iteration 64Q (4702.050000 sec): 3 clusters
  Score: Raw -34758843.875701 + Penalty 4128.139061 = -34754715.736641
  nChanged 75
		SP:Iteration 65Q (4703.620000 sec): 3 clusters
  Score: Raw -34758850.838064 + Penalty 4128.139061 = -34754722.699003
  nChanged 62
		SP:Iteration 66Q (4705.670000 sec): 3 clusters
  Score: Raw -34758856.165124 + Penalty 4128.139061 = -34754728.026063
  nChanged 49
		SP:Iteration 67Q (4707.710000 sec): 3 clusters
  Score: Raw -34758859.418671 + Penalty 4128.139061 = -34754731.279610
  nChanged 39
		SP:Iteration 68Q (4709.330000 sec): 3 clusters
  Score: Raw -34758862.072067 + Penalty 4128.139061 = -34754733.933007
  nChanged 37
		SP:Iteration 69Q (4711.130000 sec): 3 clusters
  Score: Raw -34758864.066173 + Penalty 4128.139061 = -34754735.927112
  nChanged 26
		SP:Iteration 70Q (4712.810000 sec): 3 clusters
  Score: Raw -34758865.455020 + Penalty 4128.139061 = -34754737.315960
  nChanged 23
		SP:Iteration 71Q (4714.250000 sec): 3 clusters
  Score: Raw -34758866.902264 + Penalty 4128.139061 = -34754738.763204
  nChanged 33
		SP:Iteration 72Q (4715.810000 sec): 3 clusters
  Score: Raw -34758869.472831 + Penalty 4128.139061 = -34754741.333770
  nChanged 40
		SP:Iteration 73Q (4717.530000 sec): 3 clusters
  Score: Raw -34758872.071495 + Penalty 4128.139061 = -34754743.932435
  nChanged 28
		SP:Iteration 74Q (4719.460000 sec): 3 clusters
  Score: Raw -34758874.519249 + Penalty 4128.139061 = -34754746.380188
  nChanged 35
		SP:Iteration 75Q (4721.000000 sec): 3 clusters
  Score: Raw -34758877.207594 + Penalty 4128.139061 = -34754749.068533
  nChanged 31
		SP:Iteration 76Q (4722.630000 sec): 3 clusters
  Score: Raw -34758879.398288 + Penalty 4128.139061 = -34754751.259228
  nChanged 27
		SP:Iteration 77Q (4724.120000 sec): 3 clusters
  Score: Raw -34758880.845049 + Penalty 4128.139061 = -34754752.705988
  nChanged 23
		SP:Iteration 78Q (4725.670000 sec): 3 clusters
  Score: Raw -34758881.847986 + Penalty 4128.139061 = -34754753.708925
  nChanged 15
		SP:Iteration 79Q (4727.160000 sec): 3 clusters
  Score: Raw -34758882.307776 + Penalty 4128.139061 = -34754754.168715
  nChanged 15
		SP:Iteration 80F (4729.190000 sec): 3 clusters
  Score: Raw -34758882.878277 + Penalty 4128.139061 = -34754754.739216
  nChanged 9
		SP:Iteration 81Q (4731.120000 sec): 3 clusters
  Score: Raw -34758883.214695 + Penalty 4128.139061 = -34754755.075635
  nChanged 10
		SP:Iteration 82Q (4732.650000 sec): 3 clusters
  Score: Raw -34758883.607430 + Penalty 4128.139061 = -34754755.468370
  nChanged 9
		SP:Iteration 83Q (4734.400000 sec): 3 clusters
  Score: Raw -34758883.879898 + Penalty 4128.139061 = -34754755.740838
  nChanged 8
		SP:Iteration 84Q (4736.560000 sec): 3 clusters
  Score: Raw -34758884.260173 + Penalty 4128.139061 = -34754756.121112
  nChanged 7
		SP:Iteration 85Q (4738.340000 sec): 3 clusters
  Score: Raw -34758884.622356 + Penalty 4128.139061 = -34754756.483295
  nChanged 7
		SP:Iteration 86Q (4740.010000 sec): 3 clusters
  Score: Raw -34758884.996428 + Penalty 4128.139061 = -34754756.857367
  nChanged 8
		SP:Iteration 87Q (4741.640000 sec): 3 clusters
  Score: Raw -34758885.391382 + Penalty 4128.139061 = -34754757.252322
  nChanged 7
		SP:Iteration 88Q (4742.890000 sec): 3 clusters
  Score: Raw -34758885.785285 + Penalty 4128.139061 = -34754757.646224
  nChanged 10
		SP:Iteration 89Q (4744.700000 sec): 3 clusters
  Score: Raw -34758886.266797 + Penalty 4128.139061 = -34754758.127736
  nChanged 11
		SP:Iteration 90Q (4746.550000 sec): 3 clusters
  Score: Raw -34758886.718267 + Penalty 4128.139061 = -34754758.579207
  nChanged 4
		SP:Iteration 91Q (4748.000000 sec): 3 clusters
  Score: Raw -34758886.946727 + Penalty 4128.139061 = -34754758.807666
  nChanged 4
		SP:Iteration 92Q (4749.510000 sec): 3 clusters
  Score: Raw -34758887.070621 + Penalty 4128.139061 = -34754758.931560
  nChanged 2
		SP:Iteration 93Q (4751.350000 sec): 3 clusters
  Score: Raw -34758887.104876 + Penalty 4128.139061 = -34754758.965815
  nChanged 1
		SP:Iteration 94Q (4753.020000 sec): 3 clusters
  Score: Raw -34758887.146081 + Penalty 4128.139061 = -34754759.007021
  nChanged 0
		SP:Iteration 95F (4754.650000 sec): 3 clusters
  Score: Raw -34758887.146081 + Penalty 4128.139061 = -34754759.007021
  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 11.19 GB.

 Trying to split cluster 23 (2474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4754.900000 sec): 2 clusters
  Score: Raw -251559.436303 + Penalty 1269.708627 = -250289.727676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4755.100000 sec): 3 clusters
  Score: Raw -250750.693189 + Penalty 2539.417255 = -248211.275934
  nChanged 993
		SP:Iteration 1F (4755.250000 sec): 3 clusters
  Score: Raw -252780.192639 + Penalty 2539.417255 = -250240.775384
  nChanged 427
		SP:Iteration 2F (4755.450000 sec): 3 clusters
  Score: Raw -253945.130253 + Penalty 2539.417255 = -251405.712998
  nChanged 259
		SP:Iteration 3F (4755.580000 sec): 3 clusters
  Score: Raw -254865.992246 + Penalty 2539.417255 = -252326.574991
  nChanged 139
		SP:Iteration 4F (4755.770000 sec): 3 clusters
  Score: Raw -255490.696281 + Penalty 2539.417255 = -252951.279026
  nChanged 118
		SP:Iteration 5Q (4755.950000 sec): 3 clusters
  Score: Raw -256300.291461 + Penalty 2539.417255 = -253760.874206
  nChanged 63
		SP:Iteration 6Q (4756.120000 sec): 3 clusters
  Score: Raw -256699.290919 + Penalty 2539.417255 = -254159.873664
  nChanged 21
		SP:Iteration 7Q (4756.320000 sec): 3 clusters
  Score: Raw -256782.019671 + Penalty 2539.417255 = -254242.602417
  nChanged 15
		SP:Iteration 8Q (4756.470000 sec): 3 clusters
  Score: Raw -256833.548144 + Penalty 2539.417255 = -254294.130889
  nChanged 7
		SP:Iteration 9Q (4756.680000 sec): 3 clusters
  Score: Raw -256844.546750 + Penalty 2539.417255 = -254305.129495
  nChanged 0
		SP:Iteration 10F (4756.830000 sec): 3 clusters
  Score: Raw -256844.546750 + Penalty 2539.417255 = -254305.129495
  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 11.19 GB.

 Trying to split cluster 24 (8899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4756.980000 sec): 2 clusters
  Score: Raw -998706.624578 + Penalty 1477.725306 = -997228.899272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4757.210000 sec): 3 clusters
  Score: Raw -993663.545549 + Penalty 2955.450612 = -990708.094937
  nChanged 3800
		SP:Iteration 1F (4757.390000 sec): 3 clusters
  Score: Raw -995791.239702 + Penalty 2955.450612 = -992835.789090
  nChanged 670
		SP:Iteration 2F (4757.620000 sec): 3 clusters
  Score: Raw -996159.814409 + Penalty 2955.450612 = -993204.363797
  nChanged 560
		SP:Iteration 3F (4757.830000 sec): 3 clusters
  Score: Raw -996490.981744 + Penalty 2955.450612 = -993535.531132
  nChanged 528
		SP:Iteration 4F (4758.030000 sec): 3 clusters
  Score: Raw -996817.005148 + Penalty 2955.450612 = -993861.554536
  nChanged 524
		SP:Iteration 5F (4758.280000 sec): 3 clusters
  Score: Raw -997161.024199 + Penalty 2955.450612 = -994205.573587
  nChanged 493
		SP:Iteration 6F (4758.470000 sec): 3 clusters
  Score: Raw -997477.332095 + Penalty 2955.450612 = -994521.881483
  nChanged 459
		SP:Iteration 7F (4758.640000 sec): 3 clusters
  Score: Raw -997783.261218 + Penalty 2955.450612 = -994827.810606
  nChanged 449
		SP:Iteration 8F (4758.840000 sec): 3 clusters
  Score: Raw -998094.792821 + Penalty 2955.450612 = -995139.342209
  nChanged 366
		SP:Iteration 9Q (4759.060000 sec): 3 clusters
  Score: Raw -998309.563972 + Penalty 2955.450612 = -995354.113360
  nChanged 314
		SP:Iteration 10Q (4759.260000 sec): 3 clusters
  Score: Raw -998494.587309 + Penalty 2955.450612 = -995539.136697
  nChanged 263
		SP:Iteration 11Q (4759.440000 sec): 3 clusters
  Score: Raw -998661.481455 + Penalty 2955.450612 = -995706.030843
  nChanged 223
		SP:Iteration 12Q (4759.660000 sec): 3 clusters
  Score: Raw -998783.672484 + Penalty 2955.450612 = -995828.221872
  nChanged 167
		SP:Iteration 13Q (4759.860000 sec): 3 clusters
  Score: Raw -998868.248792 + Penalty 2955.450612 = -995912.798180
  nChanged 145
		SP:Iteration 14Q (4760.090000 sec): 3 clusters
  Score: Raw -998941.164756 + Penalty 2955.450612 = -995985.714144
  nChanged 138
		SP:Iteration 15Q (4760.280000 sec): 3 clusters
  Score: Raw -998998.062134 + Penalty 2955.450612 = -996042.611522
  nChanged 107
		SP:Iteration 16Q (4760.480000 sec): 3 clusters
  Score: Raw -999032.150212 + Penalty 2955.450612 = -996076.699600
  nChanged 77
		SP:Iteration 17Q (4760.700000 sec): 3 clusters
  Score: Raw -999054.724400 + Penalty 2955.450612 = -996099.273788
  nChanged 67
		SP:Iteration 18Q (4760.930000 sec): 3 clusters
  Score: Raw -999073.389027 + Penalty 2955.450612 = -996117.938415
  nChanged 66
		SP:Iteration 19Q (4761.130000 sec): 3 clusters
  Score: Raw -999091.774317 + Penalty 2955.450612 = -996136.323705
  nChanged 50
		SP:Iteration 20F (4761.370000 sec): 3 clusters
  Score: Raw -999104.080865 + Penalty 2955.450612 = -996148.630253
  nChanged 37
		SP:Iteration 21Q (4761.580000 sec): 3 clusters
  Score: Raw -999113.917357 + Penalty 2955.450612 = -996158.466745
  nChanged 37
		SP:Iteration 22Q (4761.750000 sec): 3 clusters
  Score: Raw -999124.154260 + Penalty 2955.450612 = -996168.703649
  nChanged 39
		SP:Iteration 23Q (4761.980000 sec): 3 clusters
  Score: Raw -999133.546937 + Penalty 2955.450612 = -996178.096325
  nChanged 43
		SP:Iteration 24Q (4762.140000 sec): 3 clusters
  Score: Raw -999144.890099 + Penalty 2955.450612 = -996189.439487
  nChanged 31
		SP:Iteration 25Q (4762.390000 sec): 3 clusters
  Score: Raw -999153.099171 + Penalty 2955.450612 = -996197.648559
  nChanged 33
		SP:Iteration 26Q (4762.580000 sec): 3 clusters
  Score: Raw -999160.529933 + Penalty 2955.450612 = -996205.079322
  nChanged 25
		SP:Iteration 27Q (4762.830000 sec): 3 clusters
  Score: Raw -999167.694337 + Penalty 2955.450612 = -996212.243726
  nChanged 34
		SP:Iteration 28Q (4763.000000 sec): 3 clusters
  Score: Raw -999177.315895 + Penalty 2955.450612 = -996221.865283
  nChanged 34
		SP:Iteration 29Q (4763.200000 sec): 3 clusters
  Score: Raw -999183.980436 + Penalty 2955.450612 = -996228.529824
  nChanged 22
		SP:Iteration 30Q (4763.340000 sec): 3 clusters
  Score: Raw -999188.308049 + Penalty 2955.450612 = -996232.857437
  nChanged 12
		SP:Iteration 31Q (4763.580000 sec): 3 clusters
  Score: Raw -999190.897228 + Penalty 2955.450612 = -996235.446616
  nChanged 11
		SP:Iteration 32Q (4763.740000 sec): 3 clusters
  Score: Raw -999192.989628 + Penalty 2955.450612 = -996237.539016
  nChanged 11
		SP:Iteration 33Q (4763.940000 sec): 3 clusters
  Score: Raw -999194.744072 + Penalty 2955.450612 = -996239.293460
  nChanged 9
		SP:Iteration 34Q (4764.180000 sec): 3 clusters
  Score: Raw -999196.133941 + Penalty 2955.450612 = -996240.683330
  nChanged 5
		SP:Iteration 35Q (4764.400000 sec): 3 clusters
  Score: Raw -999196.737084 + Penalty 2955.450612 = -996241.286473
  nChanged 1
		SP:Iteration 36Q (4764.600000 sec): 3 clusters
  Score: Raw -999196.982463 + Penalty 2955.450612 = -996241.531851
  nChanged 3
		SP:Iteration 37Q (4764.780000 sec): 3 clusters
  Score: Raw -999197.310599 + Penalty 2955.450612 = -996241.859987
  nChanged 4
		SP:Iteration 38Q (4764.980000 sec): 3 clusters
  Score: Raw -999197.922968 + Penalty 2955.450612 = -996242.472356
  nChanged 5
		SP:Iteration 39Q (4765.240000 sec): 3 clusters
  Score: Raw -999198.524699 + Penalty 2955.450612 = -996243.074087
  nChanged 3
		SP:Iteration 40F (4765.410000 sec): 3 clusters
  Score: Raw -999198.824490 + Penalty 2955.450612 = -996243.373878
  nChanged 2
		SP:Iteration 41Q (4765.620000 sec): 3 clusters
  Score: Raw -999199.104621 + Penalty 2955.450612 = -996243.654009
  nChanged 1
		SP:Iteration 42Q (4765.830000 sec): 3 clusters
  Score: Raw -999199.155964 + Penalty 2955.450612 = -996243.705352
  nChanged 0
		SP:Iteration 43F (4766.060000 sec): 3 clusters
  Score: Raw -999199.155964 + Penalty 2955.450612 = -996243.705352
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4766.150000 sec): 2 clusters
  Score: Raw -59919.514209 + Penalty 1051.253176 = -58868.261033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4766.330000 sec): 3 clusters
  Score: Raw -59924.595642 + Penalty 2102.506353 = -57822.089290
  nChanged 212
		SP:Iteration 1F (4766.510000 sec): 3 clusters
  Score: Raw -60301.492592 + Penalty 2102.506353 = -58198.986239
  nChanged 51
		SP:Iteration 2F (4766.660000 sec): 3 clusters
  Score: Raw -60475.391411 + Penalty 2102.506353 = -58372.885058
  nChanged 36
		SP:Iteration 3F (4766.850000 sec): 3 clusters
  Score: Raw -60590.117308 + Penalty 2102.506353 = -58487.610955
  nChanged 27
		SP:Iteration 4Q (4767.000000 sec): 3 clusters
  Score: Raw -60654.867305 + Penalty 2102.506353 = -58552.360952
  nChanged 21
		SP:Iteration 5Q (4767.230000 sec): 3 clusters
  Score: Raw -60698.188636 + Penalty 2102.506353 = -58595.682283
  nChanged 14
		SP:Iteration 6Q (4767.380000 sec): 3 clusters
  Score: Raw -60723.773684 + Penalty 2102.506353 = -58621.267331
  nChanged 13
		SP:Iteration 7Q (4767.590000 sec): 3 clusters
  Score: Raw -60750.521239 + Penalty 2102.506353 = -58648.014886
  nChanged 10
		SP:Iteration 8Q (4767.730000 sec): 3 clusters
  Score: Raw -60774.219788 + Penalty 2102.506353 = -58671.713435
  nChanged 19
		SP:Iteration 9Q (4767.880000 sec): 3 clusters
  Score: Raw -60803.130768 + Penalty 2102.506353 = -58700.624415
  nChanged 11
		SP:Iteration 10Q (4768.070000 sec): 3 clusters
  Score: Raw -60823.079726 + Penalty 2102.506353 = -58720.573373
  nChanged 11
		SP:Iteration 11Q (4768.190000 sec): 3 clusters
  Score: Raw -60845.038401 + Penalty 2102.506353 = -58742.532048
  nChanged 11
		SP:Iteration 12Q (4768.370000 sec): 3 clusters
  Score: Raw -60867.691438 + Penalty 2102.506353 = -58765.185085
  nChanged 14
		SP:Iteration 13Q (4768.550000 sec): 3 clusters
  Score: Raw -60885.914354 + Penalty 2102.506353 = -58783.408001
  nChanged 10
		SP:Iteration 14Q (4768.700000 sec): 3 clusters
  Score: Raw -60913.441843 + Penalty 2102.506353 = -58810.935490
  nChanged 9
		SP:Iteration 15Q (4768.880000 sec): 3 clusters
  Score: Raw -60938.844570 + Penalty 2102.506353 = -58836.338217
  nChanged 10
		SP:Iteration 16Q (4769.050000 sec): 3 clusters
  Score: Raw -60982.158262 + Penalty 2102.506353 = -58879.651909
  nChanged 10
		SP:Iteration 17Q (4769.210000 sec): 3 clusters
  Score: Raw -61015.650476 + Penalty 2102.506353 = -58913.144123
  nChanged 8
		SP:Iteration 18Q (4769.370000 sec): 3 clusters
  Score: Raw -61051.567035 + Penalty 2102.506353 = -58949.060682
  nChanged 6
		SP:Iteration 19Q (4769.570000 sec): 3 clusters
  Score: Raw -61066.281988 + Penalty 2102.506353 = -58963.775635
  nChanged 6
		SP:Iteration 20F (4769.730000 sec): 3 clusters
  Score: Raw -61072.495956 + Penalty 2102.506353 = -58969.989603
  nChanged 7
		SP:Iteration 21Q (4769.960000 sec): 3 clusters
  Score: Raw -61083.787273 + Penalty 2102.506353 = -58981.280920
  nChanged 5
		SP:Iteration 22Q (4770.050000 sec): 3 clusters
  Score: Raw -61100.346228 + Penalty 2102.506353 = -58997.839875
  nChanged 5
		SP:Iteration 23Q (4770.210000 sec): 3 clusters
  Score: Raw -61116.698134 + Penalty 2102.506353 = -59014.191781
  nChanged 7
		SP:Iteration 24Q (4770.410000 sec): 3 clusters
  Score: Raw -61137.202558 + Penalty 2102.506353 = -59034.696205
  nChanged 4
		SP:Iteration 25Q (4770.560000 sec): 3 clusters
  Score: Raw -61144.246937 + Penalty 2102.506353 = -59041.740584
  nChanged 2
		SP:Iteration 26Q (4770.760000 sec): 3 clusters
  Score: Raw -61158.149326 + Penalty 2102.506353 = -59055.642973
  nChanged 3
		SP:Iteration 27Q (4770.940000 sec): 3 clusters
  Score: Raw -61173.216002 + Penalty 2102.506353 = -59070.709649
  nChanged 5
		SP:Iteration 28Q (4771.140000 sec): 3 clusters
  Score: Raw -61199.856684 + Penalty 2102.506353 = -59097.350331
  nChanged 7
		SP:Iteration 29Q (4771.300000 sec): 3 clusters
  Score: Raw -61243.616437 + Penalty 2102.506353 = -59141.110084
  nChanged 4
		SP:Iteration 30Q (4771.440000 sec): 3 clusters
  Score: Raw -61265.093419 + Penalty 2102.506353 = -59162.587066
  nChanged 5
		SP:Iteration 31Q (4771.570000 sec): 3 clusters
  Score: Raw -61295.410356 + Penalty 2102.506353 = -59192.904003
  nChanged 2
		SP:Iteration 32Q (4771.710000 sec): 3 clusters
  Score: Raw -61329.494219 + Penalty 2102.506353 = -59226.987866
  nChanged 5
		SP:Iteration 33Q (4771.880000 sec): 3 clusters
  Score: Raw -61407.298400 + Penalty 2102.506353 = -59304.792047
  nChanged 8
		SP:Iteration 34Q (4772.040000 sec): 3 clusters
  Score: Raw -61519.316884 + Penalty 2102.506353 = -59416.810531
  nChanged 6
		SP:Iteration 35Q (4772.210000 sec): 3 clusters
  Score: Raw -61561.454768 + Penalty 2102.506353 = -59458.948415
  nChanged 3
		SP:Iteration 36Q (4772.400000 sec): 3 clusters
  Score: Raw -61586.296634 + Penalty 2102.506353 = -59483.790281
  nChanged 1
		SP:Iteration 37Q (4772.570000 sec): 3 clusters
  Score: Raw -61600.778600 + Penalty 2102.506353 = -59498.272247
  nChanged 1
		SP:Iteration 38Q (4772.750000 sec): 3 clusters
  Score: Raw -61605.299421 + Penalty 2102.506353 = -59502.793068
  nChanged 0
		SP:Iteration 39F (4772.950000 sec): 3 clusters
  Score: Raw -61605.299421 + Penalty 2102.506353 = -59502.793068
  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 11.19 GB.

 Trying to split cluster 26 (92459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4773.420000 sec): 2 clusters
  Score: Raw -10892352.683306 + Penalty 1858.109595 = -10890494.573712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4774.010000 sec): 3 clusters
  Score: Raw -10832078.218962 + Penalty 3716.219189 = -10828361.999773
  nChanged 44272
		SP:Iteration 1F (4774.600000 sec): 3 clusters
  Score: Raw -10857947.449571 + Penalty 3716.219189 = -10854231.230382
  nChanged 2994
		SP:Iteration 2Q (4775.310000 sec): 3 clusters
  Score: Raw -10858728.305363 + Penalty 3716.219189 = -10855012.086174
  nChanged 3512
		SP:Iteration 3Q (4776.050000 sec): 3 clusters
  Score: Raw -10859947.174222 + Penalty 3716.219189 = -10856230.955033
  nChanged 4616
		SP:Iteration 4Q (4776.740000 sec): 3 clusters
  Score: Raw -10862155.704282 + Penalty 3716.219189 = -10858439.485092
  nChanged 6261
		SP:Iteration 5F (4777.320000 sec): 3 clusters
  Score: Raw -10866174.081171 + Penalty 3716.219189 = -10862457.861982
  nChanged 7891
		SP:Iteration 6F (4777.960000 sec): 3 clusters
  Score: Raw -10872729.883435 + Penalty 3716.219189 = -10869013.664246
  nChanged 8321
		SP:Iteration 7F (4778.640000 sec): 3 clusters
  Score: Raw -10880644.853998 + Penalty 3716.219189 = -10876928.634808
  nChanged 6351
		SP:Iteration 8F (4779.280000 sec): 3 clusters
  Score: Raw -10886854.692858 + Penalty 3716.219189 = -10883138.473669
  nChanged 3582
		SP:Iteration 9Q (4779.840000 sec): 3 clusters
  Score: Raw -10890352.793960 + Penalty 3716.219189 = -10886636.574771
  nChanged 1559
		SP:Iteration 10Q (4780.450000 sec): 3 clusters
  Score: Raw -10891811.806127 + Penalty 3716.219189 = -10888095.586938
  nChanged 544
		SP:Iteration 11Q (4780.960000 sec): 3 clusters
  Score: Raw -10892338.439958 + Penalty 3716.219189 = -10888622.220768
  nChanged 218
		SP:Iteration 12Q (4781.550000 sec): 3 clusters
  Score: Raw -10892576.266086 + Penalty 3716.219189 = -10888860.046897
  nChanged 127
		SP:Iteration 13Q (4782.100000 sec): 3 clusters
  Score: Raw -10892746.174247 + Penalty 3716.219189 = -10889029.955058
  nChanged 89
		SP:Iteration 14Q (4782.720000 sec): 3 clusters
  Score: Raw -10892884.308512 + Penalty 3716.219189 = -10889168.089323
  nChanged 62
		SP:Iteration 15Q (4783.290000 sec): 3 clusters
  Score: Raw -10892969.178367 + Penalty 3716.219189 = -10889252.959178
  nChanged 40
		SP:Iteration 16Q (4783.860000 sec): 3 clusters
  Score: Raw -10893011.779891 + Penalty 3716.219189 = -10889295.560702
  nChanged 37
		SP:Iteration 17Q (4784.430000 sec): 3 clusters
  Score: Raw -10893038.359018 + Penalty 3716.219189 = -10889322.139828
  nChanged 24
		SP:Iteration 18Q (4785.080000 sec): 3 clusters
  Score: Raw -10893053.534206 + Penalty 3716.219189 = -10889337.315017
  nChanged 26
		SP:Iteration 19Q (4785.620000 sec): 3 clusters
  Score: Raw -10893072.448649 + Penalty 3716.219189 = -10889356.229460
  nChanged 25
		SP:Iteration 20F (4786.250000 sec): 3 clusters
  Score: Raw -10893092.796184 + Penalty 3716.219189 = -10889376.576995
  nChanged 27
		SP:Iteration 21Q (4786.900000 sec): 3 clusters
  Score: Raw -10893109.419148 + Penalty 3716.219189 = -10889393.199959
  nChanged 26
		SP:Iteration 22Q (4787.430000 sec): 3 clusters
  Score: Raw -10893120.792097 + Penalty 3716.219189 = -10889404.572907
  nChanged 14
		SP:Iteration 23Q (4787.980000 sec): 3 clusters
  Score: Raw -10893129.431524 + Penalty 3716.219189 = -10889413.212335
  nChanged 19
		SP:Iteration 24Q (4788.620000 sec): 3 clusters
  Score: Raw -10893139.674364 + Penalty 3716.219189 = -10889423.455175
  nChanged 12
		SP:Iteration 25Q (4789.220000 sec): 3 clusters
  Score: Raw -10893145.073509 + Penalty 3716.219189 = -10889428.854320
  nChanged 11
		SP:Iteration 26Q (4789.760000 sec): 3 clusters
  Score: Raw -10893149.109532 + Penalty 3716.219189 = -10889432.890343
  nChanged 8
		SP:Iteration 27Q (4790.410000 sec): 3 clusters
  Score: Raw -10893152.960772 + Penalty 3716.219189 = -10889436.741583
  nChanged 8
		SP:Iteration 28Q (4791.030000 sec): 3 clusters
  Score: Raw -10893155.380452 + Penalty 3716.219189 = -10889439.161263
  nChanged 6
		SP:Iteration 29Q (4791.600000 sec): 3 clusters
  Score: Raw -10893157.909190 + Penalty 3716.219189 = -10889441.690001
  nChanged 1
		SP:Iteration 30Q (4792.200000 sec): 3 clusters
  Score: Raw -10893158.250143 + Penalty 3716.219189 = -10889442.030954
  nChanged 2
		SP:Iteration 31Q (4792.760000 sec): 3 clusters
  Score: Raw -10893158.592899 + Penalty 3716.219189 = -10889442.373710
  nChanged 1
		SP:Iteration 32Q (4793.320000 sec): 3 clusters
  Score: Raw -10893158.951857 + Penalty 3716.219189 = -10889442.732668
  nChanged 1
		SP:Iteration 33Q (4793.880000 sec): 3 clusters
  Score: Raw -10893159.072781 + Penalty 3716.219189 = -10889442.853591
  nChanged 0
		SP:Iteration 34F (4794.570000 sec): 3 clusters
  Score: Raw -10893159.072781 + Penalty 3716.219189 = -10889442.853591
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (16703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4794.740000 sec): 2 clusters
  Score: Raw -1887548.053101 + Penalty 1580.043339 = -1885968.009762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4795.020000 sec): 3 clusters
  Score: Raw -1877500.391615 + Penalty 3160.086677 = -1874340.304938
  nChanged 7455
		SP:Iteration 1F (4795.260000 sec): 3 clusters
  Score: Raw -1881805.533008 + Penalty 3160.086677 = -1878645.446330
  nChanged 1023
		SP:Iteration 2F (4795.510000 sec): 3 clusters
  Score: Raw -1882328.207670 + Penalty 3160.086677 = -1879168.120993
  nChanged 980
		SP:Iteration 3F (4795.810000 sec): 3 clusters
  Score: Raw -1882877.314221 + Penalty 3160.086677 = -1879717.227544
  nChanged 899
		SP:Iteration 4F (4796.080000 sec): 3 clusters
  Score: Raw -1883374.726931 + Penalty 3160.086677 = -1880214.640253
  nChanged 870
		SP:Iteration 5F (4796.320000 sec): 3 clusters
  Score: Raw -1883821.044836 + Penalty 3160.086677 = -1880660.958158
  nChanged 831
		SP:Iteration 6Q (4796.580000 sec): 3 clusters
  Score: Raw -1884253.979399 + Penalty 3160.086677 = -1881093.892721
  nChanged 765
		SP:Iteration 7Q (4796.820000 sec): 3 clusters
  Score: Raw -1884650.970602 + Penalty 3160.086677 = -1881490.883925
  nChanged 695
		SP:Iteration 8Q (4797.010000 sec): 3 clusters
  Score: Raw -1885002.669821 + Penalty 3160.086677 = -1881842.583143
  nChanged 605
		SP:Iteration 9Q (4797.290000 sec): 3 clusters
  Score: Raw -1885295.617097 + Penalty 3160.086677 = -1882135.530420
  nChanged 544
		SP:Iteration 10Q (4797.500000 sec): 3 clusters
  Score: Raw -1885507.672550 + Penalty 3160.086677 = -1882347.585872
  nChanged 372
		SP:Iteration 11Q (4797.790000 sec): 3 clusters
  Score: Raw -1885624.507208 + Penalty 3160.086677 = -1882464.420531
  nChanged 283
		SP:Iteration 12Q (4798.010000 sec): 3 clusters
  Score: Raw -1885709.043227 + Penalty 3160.086677 = -1882548.956549
  nChanged 258
		SP:Iteration 13Q (4798.200000 sec): 3 clusters
  Score: Raw -1885790.692025 + Penalty 3160.086677 = -1882630.605348
  nChanged 237
		SP:Iteration 14Q (4798.460000 sec): 3 clusters
  Score: Raw -1885864.205615 + Penalty 3160.086677 = -1882704.118938
  nChanged 203
		SP:Iteration 15Q (4798.750000 sec): 3 clusters
  Score: Raw -1885924.493267 + Penalty 3160.086677 = -1882764.406590
  nChanged 190
		SP:Iteration 16Q (4799.000000 sec): 3 clusters
  Score: Raw -1885977.529941 + Penalty 3160.086677 = -1882817.443264
  nChanged 204
		SP:Iteration 17Q (4799.250000 sec): 3 clusters
  Score: Raw -1886030.069520 + Penalty 3160.086677 = -1882869.982842
  nChanged 175
		SP:Iteration 18Q (4799.480000 sec): 3 clusters
  Score: Raw -1886074.776144 + Penalty 3160.086677 = -1882914.689466
  nChanged 167
		SP:Iteration 19Q (4799.690000 sec): 3 clusters
  Score: Raw -1886115.331557 + Penalty 3160.086677 = -1882955.244879
  nChanged 174
		SP:Iteration 20F (4799.960000 sec): 3 clusters
  Score: Raw -1886156.445743 + Penalty 3160.086677 = -1882996.359065
  nChanged 171
		SP:Iteration 21Q (4800.250000 sec): 3 clusters
  Score: Raw -1886198.344938 + Penalty 3160.086677 = -1883038.258261
  nChanged 168
		SP:Iteration 22Q (4800.460000 sec): 3 clusters
  Score: Raw -1886237.968596 + Penalty 3160.086677 = -1883077.881918
  nChanged 171
		SP:Iteration 23Q (4800.730000 sec): 3 clusters
  Score: Raw -1886286.784176 + Penalty 3160.086677 = -1883126.697499
  nChanged 175
		SP:Iteration 24Q (4801.000000 sec): 3 clusters
  Score: Raw -1886334.125758 + Penalty 3160.086677 = -1883174.039080
  nChanged 167
		SP:Iteration 25Q (4801.290000 sec): 3 clusters
  Score: Raw -1886374.918408 + Penalty 3160.086677 = -1883214.831730
  nChanged 168
		SP:Iteration 26Q (4801.590000 sec): 3 clusters
  Score: Raw -1886414.999544 + Penalty 3160.086677 = -1883254.912867
  nChanged 145
		SP:Iteration 27Q (4801.830000 sec): 3 clusters
  Score: Raw -1886451.071139 + Penalty 3160.086677 = -1883290.984461
  nChanged 156
		SP:Iteration 28Q (4802.070000 sec): 3 clusters
  Score: Raw -1886489.661779 + Penalty 3160.086677 = -1883329.575102
  nChanged 162
		SP:Iteration 29Q (4802.320000 sec): 3 clusters
  Score: Raw -1886529.071816 + Penalty 3160.086677 = -1883368.985138
  nChanged 171
		SP:Iteration 30Q (4802.570000 sec): 3 clusters
  Score: Raw -1886571.026872 + Penalty 3160.086677 = -1883410.940194
  nChanged 169
		SP:Iteration 31Q (4802.820000 sec): 3 clusters
  Score: Raw -1886611.520276 + Penalty 3160.086677 = -1883451.433599
  nChanged 170
		SP:Iteration 32Q (4803.160000 sec): 3 clusters
  Score: Raw -1886652.204289 + Penalty 3160.086677 = -1883492.117611
  nChanged 160
		SP:Iteration 33Q (4803.420000 sec): 3 clusters
  Score: Raw -1886692.104517 + Penalty 3160.086677 = -1883532.017840
  nChanged 148
		SP:Iteration 34Q (4803.660000 sec): 3 clusters
  Score: Raw -1886728.448589 + Penalty 3160.086677 = -1883568.361912
  nChanged 155
		SP:Iteration 35Q (4803.840000 sec): 3 clusters
  Score: Raw -1886768.792461 + Penalty 3160.086677 = -1883608.705784
  nChanged 179
		SP:Iteration 36Q (4804.100000 sec): 3 clusters
  Score: Raw -1886819.782348 + Penalty 3160.086677 = -1883659.695671
  nChanged 175
		SP:Iteration 37Q (4804.320000 sec): 3 clusters
  Score: Raw -1886872.264537 + Penalty 3160.086677 = -1883712.177860
  nChanged 171
		SP:Iteration 38Q (4804.600000 sec): 3 clusters
  Score: Raw -1886922.585272 + Penalty 3160.086677 = -1883762.498595
  nChanged 158
		SP:Iteration 39Q (4804.810000 sec): 3 clusters
  Score: Raw -1886964.436929 + Penalty 3160.086677 = -1883804.350252
  nChanged 145
		SP:Iteration 40F (4805.100000 sec): 3 clusters
  Score: Raw -1886999.660226 + Penalty 3160.086677 = -1883839.573549
  nChanged 142
		SP:Iteration 41Q (4805.370000 sec): 3 clusters
  Score: Raw -1887036.222080 + Penalty 3160.086677 = -1883876.135402
  nChanged 155
		SP:Iteration 42Q (4805.590000 sec): 3 clusters
  Score: Raw -1887078.800274 + Penalty 3160.086677 = -1883918.713596
  nChanged 136
		SP:Iteration 43Q (4805.810000 sec): 3 clusters
  Score: Raw -1887116.695748 + Penalty 3160.086677 = -1883956.609071
  nChanged 122
		SP:Iteration 44Q (4806.080000 sec): 3 clusters
  Score: Raw -1887149.117472 + Penalty 3160.086677 = -1883989.030794
  nChanged 117
		SP:Iteration 45Q (4806.280000 sec): 3 clusters
  Score: Raw -1887177.312510 + Penalty 3160.086677 = -1884017.225833
  nChanged 104
		SP:Iteration 46Q (4806.550000 sec): 3 clusters
  Score: Raw -1887204.231629 + Penalty 3160.086677 = -1884044.144952
  nChanged 120
		SP:Iteration 47Q (4806.780000 sec): 3 clusters
  Score: Raw -1887233.109471 + Penalty 3160.086677 = -1884073.022794
  nChanged 95
		SP:Iteration 48Q (4807.060000 sec): 3 clusters
  Score: Raw -1887256.484367 + Penalty 3160.086677 = -1884096.397689
  nChanged 102
		SP:Iteration 49Q (4807.270000 sec): 3 clusters
  Score: Raw -1887282.961116 + Penalty 3160.086677 = -1884122.874438
  nChanged 97
		SP:Iteration 50Q (4807.540000 sec): 3 clusters
  Score: Raw -1887307.355965 + Penalty 3160.086677 = -1884147.269287
  nChanged 86
		SP:Iteration 51Q (4807.780000 sec): 3 clusters
  Score: Raw -1887329.255023 + Penalty 3160.086677 = -1884169.168345
  nChanged 80
		SP:Iteration 52Q (4808.020000 sec): 3 clusters
  Score: Raw -1887350.215206 + Penalty 3160.086677 = -1884190.128528
  nChanged 75
		SP:Iteration 53Q (4808.320000 sec): 3 clusters
  Score: Raw -1887369.488985 + Penalty 3160.086677 = -1884209.402308
  nChanged 73
		SP:Iteration 54Q (4808.540000 sec): 3 clusters
  Score: Raw -1887388.014736 + Penalty 3160.086677 = -1884227.928059
  nChanged 67
		SP:Iteration 55Q (4808.770000 sec): 3 clusters
  Score: Raw -1887402.622609 + Penalty 3160.086677 = -1884242.535932
  nChanged 56
		SP:Iteration 56Q (4809.020000 sec): 3 clusters
  Score: Raw -1887416.268797 + Penalty 3160.086677 = -1884256.182120
  nChanged 60
		SP:Iteration 57Q (4809.310000 sec): 3 clusters
  Score: Raw -1887430.482637 + Penalty 3160.086677 = -1884270.395960
  nChanged 48
		SP:Iteration 58Q (4809.560000 sec): 3 clusters
  Score: Raw -1887440.614831 + Penalty 3160.086677 = -1884280.528153
  nChanged 55
		SP:Iteration 59Q (4809.760000 sec): 3 clusters
  Score: Raw -1887453.385676 + Penalty 3160.086677 = -1884293.298999
  nChanged 44
		SP:Iteration 60F (4810.010000 sec): 3 clusters
  Score: Raw -1887465.225079 + Penalty 3160.086677 = -1884305.138402
  nChanged 52
		SP:Iteration 61Q (4810.260000 sec): 3 clusters
  Score: Raw -1887480.207556 + Penalty 3160.086677 = -1884320.120879
  nChanged 49
		SP:Iteration 62Q (4810.480000 sec): 3 clusters
  Score: Raw -1887492.292204 + Penalty 3160.086677 = -1884332.205526
  nChanged 55
		SP:Iteration 63Q (4810.730000 sec): 3 clusters
  Score: Raw -1887508.118008 + Penalty 3160.086677 = -1884348.031330
  nChanged 57
		SP:Iteration 64Q (4810.920000 sec): 3 clusters
  Score: Raw -1887525.359970 + Penalty 3160.086677 = -1884365.273292
  nChanged 64
		SP:Iteration 65Q (4811.160000 sec): 3 clusters
  Score: Raw -1887543.364966 + Penalty 3160.086677 = -1884383.278288
  nChanged 56
		SP:Iteration 66Q (4811.340000 sec): 3 clusters
  Score: Raw -1887559.033244 + Penalty 3160.086677 = -1884398.946567
  nChanged 47
		SP:Iteration 67Q (4811.590000 sec): 3 clusters
  Score: Raw -1887575.160087 + Penalty 3160.086677 = -1884415.073410
  nChanged 51
		SP:Iteration 68Q (4811.830000 sec): 3 clusters
  Score: Raw -1887590.931961 + Penalty 3160.086677 = -1884430.845284
  nChanged 50
		SP:Iteration 69Q (4812.030000 sec): 3 clusters
  Score: Raw -1887606.795496 + Penalty 3160.086677 = -1884446.708818
  nChanged 46
		SP:Iteration 70Q (4812.290000 sec): 3 clusters
  Score: Raw -1887619.478824 + Penalty 3160.086677 = -1884459.392146
  nChanged 42
		SP:Iteration 71Q (4812.490000 sec): 3 clusters
  Score: Raw -1887633.091060 + Penalty 3160.086677 = -1884473.004383
  nChanged 35
		SP:Iteration 72Q (4812.740000 sec): 3 clusters
  Score: Raw -1887644.503799 + Penalty 3160.086677 = -1884484.417121
  nChanged 33
		SP:Iteration 73Q (4812.970000 sec): 3 clusters
  Score: Raw -1887653.000738 + Penalty 3160.086677 = -1884492.914061
  nChanged 33
		SP:Iteration 74Q (4813.220000 sec): 3 clusters
  Score: Raw -1887666.590600 + Penalty 3160.086677 = -1884506.503923
  nChanged 33
		SP:Iteration 75Q (4813.410000 sec): 3 clusters
  Score: Raw -1887681.364376 + Penalty 3160.086677 = -1884521.277698
  nChanged 40
		SP:Iteration 76Q (4813.650000 sec): 3 clusters
  Score: Raw -1887696.049897 + Penalty 3160.086677 = -1884535.963219
  nChanged 37
		SP:Iteration 77Q (4813.860000 sec): 3 clusters
  Score: Raw -1887710.071494 + Penalty 3160.086677 = -1884549.984816
  nChanged 32
		SP:Iteration 78Q (4814.080000 sec): 3 clusters
  Score: Raw -1887721.256030 + Penalty 3160.086677 = -1884561.169353
  nChanged 26
		SP:Iteration 79Q (4814.320000 sec): 3 clusters
  Score: Raw -1887728.342550 + Penalty 3160.086677 = -1884568.255873
  nChanged 14
		SP:Iteration 80F (4814.610000 sec): 3 clusters
  Score: Raw -1887731.435853 + Penalty 3160.086677 = -1884571.349176
  nChanged 11
		SP:Iteration 81Q (4814.830000 sec): 3 clusters
  Score: Raw -1887734.375790 + Penalty 3160.086677 = -1884574.289113
  nChanged 12
		SP:Iteration 82Q (4815.090000 sec): 3 clusters
  Score: Raw -1887738.893601 + Penalty 3160.086677 = -1884578.806923
  nChanged 17
		SP:Iteration 83Q (4815.380000 sec): 3 clusters
  Score: Raw -1887743.691663 + Penalty 3160.086677 = -1884583.604985
  nChanged 13
		SP:Iteration 84Q (4815.620000 sec): 3 clusters
  Score: Raw -1887748.005238 + Penalty 3160.086677 = -1884587.918560
  nChanged 9
		SP:Iteration 85Q (4815.860000 sec): 3 clusters
  Score: Raw -1887750.649036 + Penalty 3160.086677 = -1884590.562358
  nChanged 12
		SP:Iteration 86Q (4816.070000 sec): 3 clusters
  Score: Raw -1887754.779221 + Penalty 3160.086677 = -1884594.692543
  nChanged 10
		SP:Iteration 87Q (4816.330000 sec): 3 clusters
  Score: Raw -1887757.370880 + Penalty 3160.086677 = -1884597.284203
  nChanged 9
		SP:Iteration 88Q (4816.620000 sec): 3 clusters
  Score: Raw -1887760.989050 + Penalty 3160.086677 = -1884600.902373
  nChanged 14
		SP:Iteration 89Q (4816.860000 sec): 3 clusters
  Score: Raw -1887764.565594 + Penalty 3160.086677 = -1884604.478917
  nChanged 10
		SP:Iteration 90Q (4817.090000 sec): 3 clusters
  Score: Raw -1887767.646602 + Penalty 3160.086677 = -1884607.559924
  nChanged 12
		SP:Iteration 91Q (4817.270000 sec): 3 clusters
  Score: Raw -1887771.979109 + Penalty 3160.086677 = -1884611.892431
  nChanged 11
		SP:Iteration 92Q (4817.520000 sec): 3 clusters
  Score: Raw -1887775.164059 + Penalty 3160.086677 = -1884615.077381
  nChanged 9
		SP:Iteration 93Q (4817.770000 sec): 3 clusters
  Score: Raw -1887778.032041 + Penalty 3160.086677 = -1884617.945364
  nChanged 10
		SP:Iteration 94Q (4817.980000 sec): 3 clusters
  Score: Raw -1887784.449547 + Penalty 3160.086677 = -1884624.362870
  nChanged 13
		SP:Iteration 95Q (4818.230000 sec): 3 clusters
  Score: Raw -1887790.209899 + Penalty 3160.086677 = -1884630.123221
  nChanged 10
		SP:Iteration 96Q (4818.440000 sec): 3 clusters
  Score: Raw -1887793.542592 + Penalty 3160.086677 = -1884633.455914
  nChanged 7
		SP:Iteration 97Q (4818.670000 sec): 3 clusters
  Score: Raw -1887796.339024 + Penalty 3160.086677 = -1884636.252346
  nChanged 8
		SP:Iteration 98Q (4818.960000 sec): 3 clusters
  Score: Raw -1887798.881259 + Penalty 3160.086677 = -1884638.794581
  nChanged 7
		SP:Iteration 99Q (4819.180000 sec): 3 clusters
  Score: Raw -1887801.476086 + Penalty 3160.086677 = -1884641.389409
  nChanged 9
		SP:Iteration 100F (4819.410000 sec): 3 clusters
  Score: Raw -1887804.503949 + Penalty 3160.086677 = -1884644.417271
  nChanged 3
		SP:Iteration 101Q (4819.670000 sec): 3 clusters
  Score: Raw -1887805.137650 + Penalty 3160.086677 = -1884645.050973
  nChanged 3
		SP:Iteration 102Q (4819.920000 sec): 3 clusters
  Score: Raw -1887805.834327 + Penalty 3160.086677 = -1884645.747650
  nChanged 3
		SP:Iteration 103Q (4820.170000 sec): 3 clusters
  Score: Raw -1887806.893964 + Penalty 3160.086677 = -1884646.807287
  nChanged 7
		SP:Iteration 104Q (4820.410000 sec): 3 clusters
  Score: Raw -1887809.868072 + Penalty 3160.086677 = -1884649.781394
  nChanged 6
		SP:Iteration 105Q (4820.670000 sec): 3 clusters
  Score: Raw -1887811.760440 + Penalty 3160.086677 = -1884651.673763
  nChanged 5
		SP:Iteration 106Q (4820.910000 sec): 3 clusters
  Score: Raw -1887813.368183 + Penalty 3160.086677 = -1884653.281505
  nChanged 5
		SP:Iteration 107Q (4821.110000 sec): 3 clusters
  Score: Raw -1887814.667638 + Penalty 3160.086677 = -1884654.580961
  nChanged 4
		SP:Iteration 108Q (4821.360000 sec): 3 clusters
  Score: Raw -1887815.794909 + Penalty 3160.086677 = -1884655.708232
  nChanged 0
		SP:Iteration 109F (4821.650000 sec): 3 clusters
  Score: Raw -1887815.794909 + Penalty 3160.086677 = -1884655.708232
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (77505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4822.070000 sec): 2 clusters
  Score: Raw -8603927.835955 + Penalty 1829.440881 = -8602098.395074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4822.600000 sec): 3 clusters
  Score: Raw -8554181.997248 + Penalty 3658.881762 = -8550523.115486
  nChanged 36863
		SP:Iteration 1F (4823.240000 sec): 3 clusters
  Score: Raw -8575715.559097 + Penalty 3658.881762 = -8572056.677335
  nChanged 3876
		SP:Iteration 2F (4823.840000 sec): 3 clusters
  Score: Raw -8577594.560684 + Penalty 3658.881762 = -8573935.678922
  nChanged 4985
		SP:Iteration 3F (4824.380000 sec): 3 clusters
  Score: Raw -8580697.622035 + Penalty 3658.881762 = -8577038.740273
  nChanged 6075
		SP:Iteration 4F (4824.910000 sec): 3 clusters
  Score: Raw -8585227.887534 + Penalty 3658.881762 = -8581569.005772
  nChanged 6535
		SP:Iteration 5F (4825.460000 sec): 3 clusters
  Score: Raw -8590288.102304 + Penalty 3658.881762 = -8586629.220542
  nChanged 5407
		SP:Iteration 6F (4826.060000 sec): 3 clusters
  Score: Raw -8594567.715398 + Penalty 3658.881762 = -8590908.833636
  nChanged 3920
		SP:Iteration 7F (4826.630000 sec): 3 clusters
  Score: Raw -8597825.260390 + Penalty 3658.881762 = -8594166.378628
  nChanged 2807
		SP:Iteration 8Q (4827.200000 sec): 3 clusters
  Score: Raw -8599967.387285 + Penalty 3658.881762 = -8596308.505522
  nChanged 1972
		SP:Iteration 9Q (4827.740000 sec): 3 clusters
  Score: Raw -8601032.273731 + Penalty 3658.881762 = -8597373.391969
  nChanged 1286
		SP:Iteration 10Q (4828.340000 sec): 3 clusters
  Score: Raw -8601553.634442 + Penalty 3658.881762 = -8597894.752680
  nChanged 936
		SP:Iteration 11Q (4828.950000 sec): 3 clusters
  Score: Raw -8601876.133305 + Penalty 3658.881762 = -8598217.251543
  nChanged 806
		SP:Iteration 12Q (4829.440000 sec): 3 clusters
  Score: Raw -8602145.972379 + Penalty 3658.881762 = -8598487.090617
  nChanged 752
		SP:Iteration 13Q (4829.970000 sec): 3 clusters
  Score: Raw -8602406.351588 + Penalty 3658.881762 = -8598747.469826
  nChanged 669
		SP:Iteration 14Q (4830.510000 sec): 3 clusters
  Score: Raw -8602595.805283 + Penalty 3658.881762 = -8598936.923521
  nChanged 606
		SP:Iteration 15Q (4831.100000 sec): 3 clusters
  Score: Raw -8602743.288681 + Penalty 3658.881762 = -8599084.406918
  nChanged 505
		SP:Iteration 16Q (4831.630000 sec): 3 clusters
  Score: Raw -8602850.056317 + Penalty 3658.881762 = -8599191.174555
  nChanged 453
		SP:Iteration 17Q (4832.130000 sec): 3 clusters
  Score: Raw -8602936.559872 + Penalty 3658.881762 = -8599277.678110
  nChanged 407
		SP:Iteration 18Q (4832.590000 sec): 3 clusters
  Score: Raw -8603006.280494 + Penalty 3658.881762 = -8599347.398732
  nChanged 373
		SP:Iteration 19Q (4833.090000 sec): 3 clusters
  Score: Raw -8603066.741723 + Penalty 3658.881762 = -8599407.859961
  nChanged 342
		SP:Iteration 20F (4833.620000 sec): 3 clusters
  Score: Raw -8603120.969265 + Penalty 3658.881762 = -8599462.087503
  nChanged 320
		SP:Iteration 21Q (4834.110000 sec): 3 clusters
  Score: Raw -8603169.811141 + Penalty 3658.881762 = -8599510.929379
  nChanged 323
		SP:Iteration 22Q (4834.660000 sec): 3 clusters
  Score: Raw -8603215.504788 + Penalty 3658.881762 = -8599556.623026
  nChanged 304
		SP:Iteration 23Q (4835.210000 sec): 3 clusters
  Score: Raw -8603259.277158 + Penalty 3658.881762 = -8599600.395396
  nChanged 279
		SP:Iteration 24Q (4835.800000 sec): 3 clusters
  Score: Raw -8603299.388721 + Penalty 3658.881762 = -8599640.506959
  nChanged 281
		SP:Iteration 25Q (4836.360000 sec): 3 clusters
  Score: Raw -8603338.317851 + Penalty 3658.881762 = -8599679.436089
  nChanged 251
		SP:Iteration 26Q (4836.980000 sec): 3 clusters
  Score: Raw -8603373.268278 + Penalty 3658.881762 = -8599714.386516
  nChanged 270
		SP:Iteration 27Q (4837.620000 sec): 3 clusters
  Score: Raw -8603411.935746 + Penalty 3658.881762 = -8599753.053984
  nChanged 247
		SP:Iteration 28Q (4838.260000 sec): 3 clusters
  Score: Raw -8603446.896540 + Penalty 3658.881762 = -8599788.014778
  nChanged 247
		SP:Iteration 29Q (4838.690000 sec): 3 clusters
  Score: Raw -8603479.670699 + Penalty 3658.881762 = -8599820.788937
  nChanged 221
		SP:Iteration 30Q (4839.180000 sec): 3 clusters
  Score: Raw -8603508.677383 + Penalty 3658.881762 = -8599849.795621
  nChanged 218
		SP:Iteration 31Q (4839.640000 sec): 3 clusters
  Score: Raw -8603539.396472 + Penalty 3658.881762 = -8599880.514710
  nChanged 214
		SP:Iteration 32Q (4840.060000 sec): 3 clusters
  Score: Raw -8603569.221461 + Penalty 3658.881762 = -8599910.339699
  nChanged 231
		SP:Iteration 33Q (4840.630000 sec): 3 clusters
  Score: Raw -8603602.731687 + Penalty 3658.881762 = -8599943.849925
  nChanged 214
		SP:Iteration 34Q (4841.210000 sec): 3 clusters
  Score: Raw -8603631.194565 + Penalty 3658.881762 = -8599972.312803
  nChanged 195
		SP:Iteration 35Q (4841.670000 sec): 3 clusters
  Score: Raw -8603657.925779 + Penalty 3658.881762 = -8599999.044017
  nChanged 213
		SP:Iteration 36Q (4842.150000 sec): 3 clusters
  Score: Raw -8603689.142929 + Penalty 3658.881762 = -8600030.261167
  nChanged 188
		SP:Iteration 37Q (4842.780000 sec): 3 clusters
  Score: Raw -8603717.958259 + Penalty 3658.881762 = -8600059.076497
  nChanged 193
		SP:Iteration 38Q (4843.310000 sec): 3 clusters
  Score: Raw -8603746.783122 + Penalty 3658.881762 = -8600087.901359
  nChanged 198
		SP:Iteration 39Q (4843.820000 sec): 3 clusters
  Score: Raw -8603777.385349 + Penalty 3658.881762 = -8600118.503587
  nChanged 184
		SP:Iteration 40F (4844.320000 sec): 3 clusters
  Score: Raw -8603805.706304 + Penalty 3658.881762 = -8600146.824542
  nChanged 197
		SP:Iteration 41Q (4844.760000 sec): 3 clusters
  Score: Raw -8603836.870065 + Penalty 3658.881762 = -8600177.988303
  nChanged 185
		SP:Iteration 42Q (4845.230000 sec): 3 clusters
  Score: Raw -8603863.576831 + Penalty 3658.881762 = -8600204.695069
  nChanged 161
		SP:Iteration 43Q (4845.710000 sec): 3 clusters
  Score: Raw -8603887.244475 + Penalty 3658.881762 = -8600228.362713
  nChanged 170
		SP:Iteration 44Q (4846.170000 sec): 3 clusters
  Score: Raw -8603912.663825 + Penalty 3658.881762 = -8600253.782063
  nChanged 161
		SP:Iteration 45Q (4846.620000 sec): 3 clusters
  Score: Raw -8603934.168741 + Penalty 3658.881762 = -8600275.286979
  nChanged 153
		SP:Iteration 46Q (4847.060000 sec): 3 clusters
  Score: Raw -8603954.635737 + Penalty 3658.881762 = -8600295.753975
  nChanged 145
		SP:Iteration 47Q (4847.510000 sec): 3 clusters
  Score: Raw -8603976.638915 + Penalty 3658.881762 = -8600317.757153
  nChanged 140
		SP:Iteration 48Q (4848.000000 sec): 3 clusters
  Score: Raw -8603996.354867 + Penalty 3658.881762 = -8600337.473104
  nChanged 137
		SP:Iteration 49Q (4848.470000 sec): 3 clusters
  Score: Raw -8604016.635523 + Penalty 3658.881762 = -8600357.753761
  nChanged 143
		SP:Iteration 50Q (4848.930000 sec): 3 clusters
  Score: Raw -8604036.732964 + Penalty 3658.881762 = -8600377.851202
  nChanged 131
		SP:Iteration 51Q (4849.420000 sec): 3 clusters
  Score: Raw -8604057.854646 + Penalty 3658.881762 = -8600398.972884
  nChanged 153
		SP:Iteration 52Q (4849.900000 sec): 3 clusters
  Score: Raw -8604085.906599 + Penalty 3658.881762 = -8600427.024837
  nChanged 162
		SP:Iteration 53Q (4850.350000 sec): 3 clusters
  Score: Raw -8604113.351886 + Penalty 3658.881762 = -8600454.470124
  nChanged 137
		SP:Iteration 54Q (4850.830000 sec): 3 clusters
  Score: Raw -8604135.192034 + Penalty 3658.881762 = -8600476.310272
  nChanged 141
		SP:Iteration 55Q (4851.320000 sec): 3 clusters
  Score: Raw -8604159.530621 + Penalty 3658.881762 = -8600500.648859
  nChanged 160
		SP:Iteration 56Q (4851.790000 sec): 3 clusters
  Score: Raw -8604189.442450 + Penalty 3658.881762 = -8600530.560687
  nChanged 156
		SP:Iteration 57Q (4852.230000 sec): 3 clusters
  Score: Raw -8604219.484766 + Penalty 3658.881762 = -8600560.603004
  nChanged 169
		SP:Iteration 58Q (4852.690000 sec): 3 clusters
  Score: Raw -8604254.098626 + Penalty 3658.881762 = -8600595.216864
  nChanged 158
		SP:Iteration 59Q (4853.150000 sec): 3 clusters
  Score: Raw -8604284.833891 + Penalty 3658.881762 = -8600625.952129
  nChanged 151
		SP:Iteration 60F (4853.630000 sec): 3 clusters
  Score: Raw -8604314.578172 + Penalty 3658.881762 = -8600655.696410
  nChanged 141
		SP:Iteration 61Q (4854.120000 sec): 3 clusters
  Score: Raw -8604341.723363 + Penalty 3658.881762 = -8600682.841601
  nChanged 141
		SP:Iteration 62Q (4854.620000 sec): 3 clusters
  Score: Raw -8604374.196589 + Penalty 3658.881762 = -8600715.314827
  nChanged 146
		SP:Iteration 63Q (4855.150000 sec): 3 clusters
  Score: Raw -8604409.700748 + Penalty 3658.881762 = -8600750.818986
  nChanged 126
		SP:Iteration 64Q (4855.620000 sec): 3 clusters
  Score: Raw -8604435.370010 + Penalty 3658.881762 = -8600776.488248
  nChanged 122
		SP:Iteration 65Q (4856.060000 sec): 3 clusters
  Score: Raw -8604458.510594 + Penalty 3658.881762 = -8600799.628832
  nChanged 111
		SP:Iteration 66Q (4856.510000 sec): 3 clusters
  Score: Raw -8604480.511538 + Penalty 3658.881762 = -8600821.629776
  nChanged 97
		SP:Iteration 67Q (4856.930000 sec): 3 clusters
  Score: Raw -8604497.999147 + Penalty 3658.881762 = -8600839.117385
  nChanged 93
		SP:Iteration 68Q (4857.390000 sec): 3 clusters
  Score: Raw -8604518.252874 + Penalty 3658.881762 = -8600859.371112
  nChanged 105
		SP:Iteration 69Q (4857.820000 sec): 3 clusters
  Score: Raw -8604541.002985 + Penalty 3658.881762 = -8600882.121223
  nChanged 98
		SP:Iteration 70Q (4858.310000 sec): 3 clusters
  Score: Raw -8604559.405467 + Penalty 3658.881762 = -8600900.523705
  nChanged 77
		SP:Iteration 71Q (4858.830000 sec): 3 clusters
  Score: Raw -8604572.648164 + Penalty 3658.881762 = -8600913.766401
  nChanged 58
		SP:Iteration 72Q (4859.290000 sec): 3 clusters
  Score: Raw -8604582.022585 + Penalty 3658.881762 = -8600923.140823
  nChanged 51
		SP:Iteration 73Q (4859.750000 sec): 3 clusters
  Score: Raw -8604590.251937 + Penalty 3658.881762 = -8600931.370175
  nChanged 49
		SP:Iteration 74Q (4860.200000 sec): 3 clusters
  Score: Raw -8604598.709527 + Penalty 3658.881762 = -8600939.827765
  nChanged 42
		SP:Iteration 75Q (4860.650000 sec): 3 clusters
  Score: Raw -8604604.907510 + Penalty 3658.881762 = -8600946.025748
  nChanged 43
		SP:Iteration 76Q (4861.080000 sec): 3 clusters
  Score: Raw -8604612.385007 + Penalty 3658.881762 = -8600953.503245
  nChanged 40
		SP:Iteration 77Q (4861.510000 sec): 3 clusters
  Score: Raw -8604618.859216 + Penalty 3658.881762 = -8600959.977454
  nChanged 40
		SP:Iteration 78Q (4861.970000 sec): 3 clusters
  Score: Raw -8604625.632944 + Penalty 3658.881762 = -8600966.751182
  nChanged 42
		SP:Iteration 79Q (4862.420000 sec): 3 clusters
  Score: Raw -8604633.322719 + Penalty 3658.881762 = -8600974.440957
  nChanged 43
		SP:Iteration 80F (4862.890000 sec): 3 clusters
  Score: Raw -8604641.908124 + Penalty 3658.881762 = -8600983.026362
  nChanged 47
		SP:Iteration 81Q (4863.330000 sec): 3 clusters
  Score: Raw -8604651.766785 + Penalty 3658.881762 = -8600992.885022
  nChanged 42
		SP:Iteration 82Q (4863.790000 sec): 3 clusters
  Score: Raw -8604660.111276 + Penalty 3658.881762 = -8601001.229514
  nChanged 43
		SP:Iteration 83Q (4864.320000 sec): 3 clusters
  Score: Raw -8604670.286217 + Penalty 3658.881762 = -8601011.404455
  nChanged 50
		SP:Iteration 84Q (4864.780000 sec): 3 clusters
  Score: Raw -8604681.035975 + Penalty 3658.881762 = -8601022.154213
  nChanged 49
		SP:Iteration 85Q (4865.250000 sec): 3 clusters
  Score: Raw -8604691.974661 + Penalty 3658.881762 = -8601033.092899
  nChanged 59
		SP:Iteration 86Q (4865.670000 sec): 3 clusters
  Score: Raw -8604705.622607 + Penalty 3658.881762 = -8601046.740845
  nChanged 53
		SP:Iteration 87Q (4866.140000 sec): 3 clusters
  Score: Raw -8604716.938400 + Penalty 3658.881762 = -8601058.056638
  nChanged 53
		SP:Iteration 88Q (4866.610000 sec): 3 clusters
  Score: Raw -8604727.823254 + Penalty 3658.881762 = -8601068.941492
  nChanged 43
		SP:Iteration 89Q (4867.110000 sec): 3 clusters
  Score: Raw -8604736.125516 + Penalty 3658.881762 = -8601077.243754
  nChanged 38
		SP:Iteration 90Q (4867.550000 sec): 3 clusters
  Score: Raw -8604742.771701 + Penalty 3658.881762 = -8601083.889939
  nChanged 40
		SP:Iteration 91Q (4868.000000 sec): 3 clusters
  Score: Raw -8604749.503633 + Penalty 3658.881762 = -8601090.621871
  nChanged 33
		SP:Iteration 92Q (4868.460000 sec): 3 clusters
  Score: Raw -8604755.494608 + Penalty 3658.881762 = -8601096.612846
  nChanged 33
		SP:Iteration 93Q (4868.980000 sec): 3 clusters
  Score: Raw -8604762.362234 + Penalty 3658.881762 = -8601103.480472
  nChanged 31
		SP:Iteration 94Q (4869.510000 sec): 3 clusters
  Score: Raw -8604768.590548 + Penalty 3658.881762 = -8601109.708786
  nChanged 25
		SP:Iteration 95Q (4869.980000 sec): 3 clusters
  Score: Raw -8604774.128605 + Penalty 3658.881762 = -8601115.246843
  nChanged 30
		SP:Iteration 96Q (4870.510000 sec): 3 clusters
  Score: Raw -8604779.565182 + Penalty 3658.881762 = -8601120.683420
  nChanged 29
		SP:Iteration 97Q (4870.990000 sec): 3 clusters
  Score: Raw -8604785.685045 + Penalty 3658.881762 = -8601126.803283
  nChanged 29
		SP:Iteration 98Q (4871.490000 sec): 3 clusters
  Score: Raw -8604792.700184 + Penalty 3658.881762 = -8601133.818422
  nChanged 30
		SP:Iteration 99Q (4871.940000 sec): 3 clusters
  Score: Raw -8604799.296456 + Penalty 3658.881762 = -8601140.414694
  nChanged 21
		SP:Iteration 100F (4872.440000 sec): 3 clusters
  Score: Raw -8604802.774874 + Penalty 3658.881762 = -8601143.893112
  nChanged 21
		SP:Iteration 101Q (4872.910000 sec): 3 clusters
  Score: Raw -8604806.357860 + Penalty 3658.881762 = -8601147.476098
  nChanged 15
		SP:Iteration 102Q (4873.350000 sec): 3 clusters
  Score: Raw -8604809.704460 + Penalty 3658.881762 = -8601150.822698
  nChanged 15
		SP:Iteration 103Q (4873.820000 sec): 3 clusters
  Score: Raw -8604812.938796 + Penalty 3658.881762 = -8601154.057034
  nChanged 20
		SP:Iteration 104Q (4874.300000 sec): 3 clusters
  Score: Raw -8604817.597624 + Penalty 3658.881762 = -8601158.715862
  nChanged 21
		SP:Iteration 105Q (4874.760000 sec): 3 clusters
  Score: Raw -8604822.484506 + Penalty 3658.881762 = -8601163.602744
  nChanged 20
		SP:Iteration 106Q (4875.210000 sec): 3 clusters
  Score: Raw -8604826.814454 + Penalty 3658.881762 = -8601167.932692
  nChanged 12
		SP:Iteration 107Q (4875.650000 sec): 3 clusters
  Score: Raw -8604829.148341 + Penalty 3658.881762 = -8601170.266579
  nChanged 12
		SP:Iteration 108Q (4876.090000 sec): 3 clusters
  Score: Raw -8604831.292924 + Penalty 3658.881762 = -8601172.411162
  nChanged 7
		SP:Iteration 109Q (4876.580000 sec): 3 clusters
  Score: Raw -8604832.442901 + Penalty 3658.881762 = -8601173.561139
  nChanged 6
		SP:Iteration 110Q (4877.040000 sec): 3 clusters
  Score: Raw -8604833.382048 + Penalty 3658.881762 = -8601174.500286
  nChanged 2
		SP:Iteration 111Q (4877.460000 sec): 3 clusters
  Score: Raw -8604833.597676 + Penalty 3658.881762 = -8601174.715914
  nChanged 2
		SP:Iteration 112Q (4877.910000 sec): 3 clusters
  Score: Raw -8604833.854074 + Penalty 3658.881762 = -8601174.972312
  nChanged 1
		SP:Iteration 113Q (4878.300000 sec): 3 clusters
  Score: Raw -8604834.060463 + Penalty 3658.881762 = -8601175.178701
  nChanged 2
		SP:Iteration 114Q (4878.770000 sec): 3 clusters
  Score: Raw -8604834.223506 + Penalty 3658.881762 = -8601175.341744
  nChanged 2
		SP:Iteration 115Q (4879.280000 sec): 3 clusters
  Score: Raw -8604834.671976 + Penalty 3658.881762 = -8601175.790214
  nChanged 3
		SP:Iteration 116Q (4879.740000 sec): 3 clusters
  Score: Raw -8604834.949029 + Penalty 3658.881762 = -8601176.067267
  nChanged 2
		SP:Iteration 117Q (4880.200000 sec): 3 clusters
  Score: Raw -8604835.216020 + Penalty 3658.881762 = -8601176.334258
  nChanged 1
		SP:Iteration 118Q (4880.670000 sec): 3 clusters
  Score: Raw -8604835.424389 + Penalty 3658.881762 = -8601176.542627
  nChanged 1
		SP:Iteration 119Q (4881.060000 sec): 3 clusters
  Score: Raw -8604835.580326 + Penalty 3658.881762 = -8601176.698564
  nChanged 2
		SP:Iteration 120F (4881.530000 sec): 3 clusters
  Score: Raw -8604835.977857 + Penalty 3658.881762 = -8601177.096094
  nChanged 2
		SP:Iteration 121Q (4881.990000 sec): 3 clusters
  Score: Raw -8604836.318712 + Penalty 3658.881762 = -8601177.436950
  nChanged 3
		SP:Iteration 122Q (4882.440000 sec): 3 clusters
  Score: Raw -8604836.745772 + Penalty 3658.881762 = -8601177.864010
  nChanged 1
		SP:Iteration 123Q (4882.880000 sec): 3 clusters
  Score: Raw -8604836.901657 + Penalty 3658.881762 = -8601178.019895
  nChanged 3
		SP:Iteration 124Q (4883.350000 sec): 3 clusters
  Score: Raw -8604837.171919 + Penalty 3658.881762 = -8601178.290157
  nChanged 2
		SP:Iteration 125Q (4883.850000 sec): 3 clusters
  Score: Raw -8604837.366374 + Penalty 3658.881762 = -8601178.484612
  nChanged 1
		SP:Iteration 126Q (4884.330000 sec): 3 clusters
  Score: Raw -8604837.455683 + Penalty 3658.881762 = -8601178.573921
  nChanged 0
		SP:Iteration 127F (4884.830000 sec): 3 clusters
  Score: Raw -8604837.455683 + Penalty 3658.881762 = -8601178.573921
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (8019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4884.930000 sec): 2 clusters
  Score: Raw -913705.795796 + Penalty 1460.804963 = -912244.990833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4885.130000 sec): 3 clusters
  Score: Raw -909290.937434 + Penalty 2921.609927 = -906369.327508
  nChanged 3437
		SP:Iteration 1F (4885.370000 sec): 3 clusters
  Score: Raw -911242.316773 + Penalty 2921.609927 = -908320.706847
  nChanged 513
		SP:Iteration 2F (4885.560000 sec): 3 clusters
  Score: Raw -911478.191720 + Penalty 2921.609927 = -908556.581793
  nChanged 410
		SP:Iteration 3F (4885.780000 sec): 3 clusters
  Score: Raw -911662.019354 + Penalty 2921.609927 = -908740.409428
  nChanged 353
		SP:Iteration 4Q (4886.050000 sec): 3 clusters
  Score: Raw -911819.667877 + Penalty 2921.609927 = -908898.057951
  nChanged 342
		SP:Iteration 5Q (4886.270000 sec): 3 clusters
  Score: Raw -911991.288165 + Penalty 2921.609927 = -909069.678239
  nChanged 347
		SP:Iteration 6Q (4886.490000 sec): 3 clusters
  Score: Raw -912170.030920 + Penalty 2921.609927 = -909248.420994
  nChanged 354
		SP:Iteration 7Q (4886.700000 sec): 3 clusters
  Score: Raw -912375.546482 + Penalty 2921.609927 = -909453.936556
  nChanged 357
		SP:Iteration 8Q (4886.880000 sec): 3 clusters
  Score: Raw -912603.374063 + Penalty 2921.609927 = -909681.764136
  nChanged 372
		SP:Iteration 9Q (4887.110000 sec): 3 clusters
  Score: Raw -912866.142837 + Penalty 2921.609927 = -909944.532911
  nChanged 352
		SP:Iteration 10Q (4887.330000 sec): 3 clusters
  Score: Raw -913121.011811 + Penalty 2921.609927 = -910199.401884
  nChanged 320
		SP:Iteration 11Q (4887.500000 sec): 3 clusters
  Score: Raw -913356.189940 + Penalty 2921.609927 = -910434.580014
  nChanged 247
		SP:Iteration 12Q (4887.700000 sec): 3 clusters
  Score: Raw -913542.594445 + Penalty 2921.609927 = -910620.984519
  nChanged 187
		SP:Iteration 13Q (4887.920000 sec): 3 clusters
  Score: Raw -913672.176595 + Penalty 2921.609927 = -910750.566669
  nChanged 119
		SP:Iteration 14Q (4888.150000 sec): 3 clusters
  Score: Raw -913744.601434 + Penalty 2921.609927 = -910822.991507
  nChanged 80
		SP:Iteration 15Q (4888.330000 sec): 3 clusters
  Score: Raw -913789.233161 + Penalty 2921.609927 = -910867.623235
  nChanged 43
		SP:Iteration 16Q (4888.530000 sec): 3 clusters
  Score: Raw -913812.801635 + Penalty 2921.609927 = -910891.191709
  nChanged 40
		SP:Iteration 17Q (4888.730000 sec): 3 clusters
  Score: Raw -913839.481623 + Penalty 2921.609927 = -910917.871696
  nChanged 31
		SP:Iteration 18Q (4888.890000 sec): 3 clusters
  Score: Raw -913860.447329 + Penalty 2921.609927 = -910938.837402
  nChanged 25
		SP:Iteration 19Q (4889.090000 sec): 3 clusters
  Score: Raw -913876.000221 + Penalty 2921.609927 = -910954.390295
  nChanged 17
		SP:Iteration 20F (4889.260000 sec): 3 clusters
  Score: Raw -913883.933679 + Penalty 2921.609927 = -910962.323753
  nChanged 11
		SP:Iteration 21Q (4889.460000 sec): 3 clusters
  Score: Raw -913889.547829 + Penalty 2921.609927 = -910967.937902
  nChanged 1
		SP:Iteration 22Q (4889.630000 sec): 3 clusters
  Score: Raw -913890.415879 + Penalty 2921.609927 = -910968.805953
  nChanged 2
		SP:Iteration 23Q (4889.810000 sec): 3 clusters
  Score: Raw -913891.956990 + Penalty 2921.609927 = -910970.347063
  nChanged 6
		SP:Iteration 24Q (4889.990000 sec): 3 clusters
  Score: Raw -913895.828824 + Penalty 2921.609927 = -910974.218897
  nChanged 5
		SP:Iteration 25Q (4890.210000 sec): 3 clusters
  Score: Raw -913898.781759 + Penalty 2921.609927 = -910977.171832
  nChanged 6
		SP:Iteration 26Q (4890.350000 sec): 3 clusters
  Score: Raw -913904.330239 + Penalty 2921.609927 = -910982.720312
  nChanged 12
		SP:Iteration 27Q (4890.550000 sec): 3 clusters
  Score: Raw -913911.244106 + Penalty 2921.609927 = -910989.634180
  nChanged 9
		SP:Iteration 28Q (4890.760000 sec): 3 clusters
  Score: Raw -913917.068139 + Penalty 2921.609927 = -910995.458212
  nChanged 5
		SP:Iteration 29Q (4890.940000 sec): 3 clusters
  Score: Raw -913920.218259 + Penalty 2921.609927 = -910998.608333
  nChanged 4
		SP:Iteration 30Q (4891.140000 sec): 3 clusters
  Score: Raw -913923.327187 + Penalty 2921.609927 = -911001.717261
  nChanged 7
		SP:Iteration 31Q (4891.330000 sec): 3 clusters
  Score: Raw -913926.900981 + Penalty 2921.609927 = -911005.291055
  nChanged 5
		SP:Iteration 32Q (4891.580000 sec): 3 clusters
  Score: Raw -913930.221348 + Penalty 2921.609927 = -911008.611422
  nChanged 6
		SP:Iteration 33Q (4891.760000 sec): 3 clusters
  Score: Raw -913932.801627 + Penalty 2921.609927 = -911011.191700
  nChanged 3
		SP:Iteration 34Q (4891.980000 sec): 3 clusters
  Score: Raw -913933.876801 + Penalty 2921.609927 = -911012.266875
  nChanged 2
		SP:Iteration 35Q (4892.130000 sec): 3 clusters
  Score: Raw -913934.917560 + Penalty 2921.609927 = -911013.307634
  nChanged 2
		SP:Iteration 36Q (4892.320000 sec): 3 clusters
  Score: Raw -913936.210313 + Penalty 2921.609927 = -911014.600386
  nChanged 3
		SP:Iteration 37Q (4892.530000 sec): 3 clusters
  Score: Raw -913937.089194 + Penalty 2921.609927 = -911015.479267
  nChanged 2
		SP:Iteration 38Q (4892.730000 sec): 3 clusters
  Score: Raw -913939.406891 + Penalty 2921.609927 = -911017.796965
  nChanged 6
		SP:Iteration 39Q (4892.900000 sec): 3 clusters
  Score: Raw -913944.252481 + Penalty 2921.609927 = -911022.642555
  nChanged 7
		SP:Iteration 40F (4893.160000 sec): 3 clusters
  Score: Raw -913948.469875 + Penalty 2921.609927 = -911026.859948
  nChanged 6
		SP:Iteration 41Q (4893.330000 sec): 3 clusters
  Score: Raw -913952.656130 + Penalty 2921.609927 = -911031.046204
  nChanged 7
		SP:Iteration 42Q (4893.550000 sec): 3 clusters
  Score: Raw -913955.539746 + Penalty 2921.609927 = -911033.929820
  nChanged 2
		SP:Iteration 43Q (4893.750000 sec): 3 clusters
  Score: Raw -913956.898216 + Penalty 2921.609927 = -911035.288289
  nChanged 2
		SP:Iteration 44Q (4893.960000 sec): 3 clusters
  Score: Raw -913957.652500 + Penalty 2921.609927 = -911036.042574
  nChanged 2
		SP:Iteration 45Q (4894.130000 sec): 3 clusters
  Score: Raw -913958.450159 + Penalty 2921.609927 = -911036.840233
  nChanged 0
		SP:Iteration 46F (4894.340000 sec): 3 clusters
  Score: Raw -913958.450159 + Penalty 2921.609927 = -911036.840233
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (20372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4894.510000 sec): 2 clusters
  Score: Raw -2176871.769374 + Penalty 1612.311462 = -2175259.457913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4894.800000 sec): 3 clusters
  Score: Raw -2164754.573868 + Penalty 3224.622924 = -2161529.950944
  nChanged 9268
		SP:Iteration 1F (4895.090000 sec): 3 clusters
  Score: Raw -2170505.788005 + Penalty 3224.622924 = -2167281.165082
  nChanged 1707
		SP:Iteration 2F (4895.370000 sec): 3 clusters
  Score: Raw -2171797.973998 + Penalty 3224.622924 = -2168573.351075
  nChanged 1708
		SP:Iteration 3F (4895.630000 sec): 3 clusters
  Score: Raw -2173029.571780 + Penalty 3224.622924 = -2169804.948856
  nChanged 1507
		SP:Iteration 4F (4895.860000 sec): 3 clusters
  Score: Raw -2174018.989353 + Penalty 3224.622924 = -2170794.366429
  nChanged 1294
		SP:Iteration 5F (4896.180000 sec): 3 clusters
  Score: Raw -2174833.118969 + Penalty 3224.622924 = -2171608.496045
  nChanged 1044
		SP:Iteration 6F (4896.510000 sec): 3 clusters
  Score: Raw -2175434.356541 + Penalty 3224.622924 = -2172209.733617
  nChanged 806
		SP:Iteration 7Q (4896.820000 sec): 3 clusters
  Score: Raw -2175885.532007 + Penalty 3224.622924 = -2172660.909084
  nChanged 709
		SP:Iteration 8Q (4897.090000 sec): 3 clusters
  Score: Raw -2176322.041405 + Penalty 3224.622924 = -2173097.418482
  nChanged 622
		SP:Iteration 9Q (4897.380000 sec): 3 clusters
  Score: Raw -2176705.930710 + Penalty 3224.622924 = -2173481.307787
  nChanged 559
		SP:Iteration 10Q (4897.650000 sec): 3 clusters
  Score: Raw -2177024.510589 + Penalty 3224.622924 = -2173799.887665
  nChanged 503
		SP:Iteration 11Q (4897.860000 sec): 3 clusters
  Score: Raw -2177298.239884 + Penalty 3224.622924 = -2174073.616960
  nChanged 411
		SP:Iteration 12Q (4898.150000 sec): 3 clusters
  Score: Raw -2177525.383404 + Penalty 3224.622924 = -2174300.760480
  nChanged 379
		SP:Iteration 13Q (4898.360000 sec): 3 clusters
  Score: Raw -2177726.342098 + Penalty 3224.622924 = -2174501.719175
  nChanged 295
		SP:Iteration 14Q (4898.630000 sec): 3 clusters
  Score: Raw -2177858.122027 + Penalty 3224.622924 = -2174633.499103
  nChanged 256
		SP:Iteration 15Q (4898.870000 sec): 3 clusters
  Score: Raw -2177966.428760 + Penalty 3224.622924 = -2174741.805837
  nChanged 203
		SP:Iteration 16Q (4899.150000 sec): 3 clusters
  Score: Raw -2178047.019419 + Penalty 3224.622924 = -2174822.396495
  nChanged 166
		SP:Iteration 17Q (4899.470000 sec): 3 clusters
  Score: Raw -2178108.852614 + Penalty 3224.622924 = -2174884.229690
  nChanged 162
		SP:Iteration 18Q (4899.710000 sec): 3 clusters
  Score: Raw -2178171.898910 + Penalty 3224.622924 = -2174947.275986
  nChanged 135
		SP:Iteration 19Q (4899.990000 sec): 3 clusters
  Score: Raw -2178225.148997 + Penalty 3224.622924 = -2175000.526073
  nChanged 119
		SP:Iteration 20F (4900.230000 sec): 3 clusters
  Score: Raw -2178266.169253 + Penalty 3224.622924 = -2175041.546329
  nChanged 82
		SP:Iteration 21Q (4900.510000 sec): 3 clusters
  Score: Raw -2178292.187423 + Penalty 3224.622924 = -2175067.564500
  nChanged 76
		SP:Iteration 22Q (4900.710000 sec): 3 clusters
  Score: Raw -2178314.346950 + Penalty 3224.622924 = -2175089.724026
  nChanged 63
		SP:Iteration 23Q (4900.930000 sec): 3 clusters
  Score: Raw -2178328.771220 + Penalty 3224.622924 = -2175104.148296
  nChanged 54
		SP:Iteration 24Q (4901.190000 sec): 3 clusters
  Score: Raw -2178342.712474 + Penalty 3224.622924 = -2175118.089550
  nChanged 62
		SP:Iteration 25Q (4901.450000 sec): 3 clusters
  Score: Raw -2178359.619987 + Penalty 3224.622924 = -2175134.997063
  nChanged 63
		SP:Iteration 26Q (4901.660000 sec): 3 clusters
  Score: Raw -2178376.841617 + Penalty 3224.622924 = -2175152.218693
  nChanged 53
		SP:Iteration 27Q (4901.910000 sec): 3 clusters
  Score: Raw -2178388.295444 + Penalty 3224.622924 = -2175163.672520
  nChanged 39
		SP:Iteration 28Q (4902.140000 sec): 3 clusters
  Score: Raw -2178396.056079 + Penalty 3224.622924 = -2175171.433156
  nChanged 23
		SP:Iteration 29Q (4902.410000 sec): 3 clusters
  Score: Raw -2178400.437622 + Penalty 3224.622924 = -2175175.814699
  nChanged 15
		SP:Iteration 30Q (4902.670000 sec): 3 clusters
  Score: Raw -2178402.991184 + Penalty 3224.622924 = -2175178.368261
  nChanged 18
		SP:Iteration 31Q (4902.900000 sec): 3 clusters
  Score: Raw -2178406.217649 + Penalty 3224.622924 = -2175181.594726
  nChanged 10
		SP:Iteration 32Q (4903.130000 sec): 3 clusters
  Score: Raw -2178407.510598 + Penalty 3224.622924 = -2175182.887674
  nChanged 18
		SP:Iteration 33Q (4903.410000 sec): 3 clusters
  Score: Raw -2178410.259598 + Penalty 3224.622924 = -2175185.636674
  nChanged 15
		SP:Iteration 34Q (4903.670000 sec): 3 clusters
  Score: Raw -2178413.232212 + Penalty 3224.622924 = -2175188.609289
  nChanged 16
		SP:Iteration 35Q (4903.930000 sec): 3 clusters
  Score: Raw -2178415.940877 + Penalty 3224.622924 = -2175191.317953
  nChanged 11
		SP:Iteration 36Q (4904.170000 sec): 3 clusters
  Score: Raw -2178417.294259 + Penalty 3224.622924 = -2175192.671335
  nChanged 14
		SP:Iteration 37Q (4904.410000 sec): 3 clusters
  Score: Raw -2178420.109416 + Penalty 3224.622924 = -2175195.486492
  nChanged 11
		SP:Iteration 38Q (4904.690000 sec): 3 clusters
  Score: Raw -2178421.418078 + Penalty 3224.622924 = -2175196.795154
  nChanged 7
		SP:Iteration 39Q (4904.920000 sec): 3 clusters
  Score: Raw -2178422.544367 + Penalty 3224.622924 = -2175197.921443
  nChanged 11
		SP:Iteration 40F (4905.200000 sec): 3 clusters
  Score: Raw -2178424.024244 + Penalty 3224.622924 = -2175199.401320
  nChanged 4
		SP:Iteration 41Q (4905.450000 sec): 3 clusters
  Score: Raw -2178424.448072 + Penalty 3224.622924 = -2175199.825149
  nChanged 4
		SP:Iteration 42Q (4905.670000 sec): 3 clusters
  Score: Raw -2178424.833851 + Penalty 3224.622924 = -2175200.210928
  nChanged 2
		SP:Iteration 43Q (4905.970000 sec): 3 clusters
  Score: Raw -2178425.101276 + Penalty 3224.622924 = -2175200.478353
  nChanged 2
		SP:Iteration 44Q (4906.180000 sec): 3 clusters
  Score: Raw -2178425.384857 + Penalty 3224.622924 = -2175200.761934
  nChanged 4
		SP:Iteration 45Q (4906.480000 sec): 3 clusters
  Score: Raw -2178425.738406 + Penalty 3224.622924 = -2175201.115483
  nChanged 2
		SP:Iteration 46Q (4906.710000 sec): 3 clusters
  Score: Raw -2178425.848165 + Penalty 3224.622924 = -2175201.225241
  nChanged 0
		SP:Iteration 47F (4907.000000 sec): 3 clusters
  Score: Raw -2178425.848165 + Penalty 3224.622924 = -2175201.225241
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 31 (26279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4907.210000 sec): 2 clusters
  Score: Raw -3049198.266480 + Penalty 1653.685381 = -3047544.581099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4907.520000 sec): 3 clusters
  Score: Raw -3032944.702679 + Penalty 3307.370762 = -3029637.331917
  nChanged 12023
		SP:Iteration 1F (4907.850000 sec): 3 clusters
  Score: Raw -3039723.261255 + Penalty 3307.370762 = -3036415.890493
  nChanged 1353
		SP:Iteration 2F (4908.130000 sec): 3 clusters
  Score: Raw -3040219.447008 + Penalty 3307.370762 = -3036912.076247
  nChanged 1259
		SP:Iteration 3Q (4908.440000 sec): 3 clusters
  Score: Raw -3040719.425853 + Penalty 3307.370762 = -3037412.055092
  nChanged 1219
		SP:Iteration 4Q (4908.680000 sec): 3 clusters
  Score: Raw -3041180.727202 + Penalty 3307.370762 = -3037873.356440
  nChanged 1162
		SP:Iteration 5Q (4908.990000 sec): 3 clusters
  Score: Raw -3041603.307648 + Penalty 3307.370762 = -3038295.936886
  nChanged 1085
		SP:Iteration 6Q (4909.310000 sec): 3 clusters
  Score: Raw -3042030.452953 + Penalty 3307.370762 = -3038723.082191
  nChanged 1113
		SP:Iteration 7Q (4909.580000 sec): 3 clusters
  Score: Raw -3042471.852479 + Penalty 3307.370762 = -3039164.481717
  nChanged 1085
		SP:Iteration 8Q (4909.940000 sec): 3 clusters
  Score: Raw -3042958.073849 + Penalty 3307.370762 = -3039650.703087
  nChanged 1128
		SP:Iteration 9Q (4910.240000 sec): 3 clusters
  Score: Raw -3043492.701852 + Penalty 3307.370762 = -3040185.331090
  nChanged 1108
		SP:Iteration 10Q (4910.540000 sec): 3 clusters
  Score: Raw -3044118.320565 + Penalty 3307.370762 = -3040810.949804
  nChanged 1221
		SP:Iteration 11Q (4910.850000 sec): 3 clusters
  Score: Raw -3044934.005742 + Penalty 3307.370762 = -3041626.634980
  nChanged 1234
		SP:Iteration 12Q (4911.190000 sec): 3 clusters
  Score: Raw -3045833.001993 + Penalty 3307.370762 = -3042525.631231
  nChanged 1108
		SP:Iteration 13Q (4911.440000 sec): 3 clusters
  Score: Raw -3046615.033032 + Penalty 3307.370762 = -3043307.662270
  nChanged 960
		SP:Iteration 14Q (4911.740000 sec): 3 clusters
  Score: Raw -3047195.399749 + Penalty 3307.370762 = -3043888.028987
  nChanged 789
		SP:Iteration 15Q (4912.070000 sec): 3 clusters
  Score: Raw -3047625.851648 + Penalty 3307.370762 = -3044318.480886
  nChanged 673
		SP:Iteration 16Q (4912.380000 sec): 3 clusters
  Score: Raw -3047942.774340 + Penalty 3307.370762 = -3044635.403578
  nChanged 591
		SP:Iteration 17Q (4912.660000 sec): 3 clusters
  Score: Raw -3048225.819007 + Penalty 3307.370762 = -3044918.448245
  nChanged 516
		SP:Iteration 18Q (4912.980000 sec): 3 clusters
  Score: Raw -3048474.429001 + Penalty 3307.370762 = -3045167.058239
  nChanged 495
		SP:Iteration 19Q (4913.220000 sec): 3 clusters
  Score: Raw -3048706.315512 + Penalty 3307.370762 = -3045398.944751
  nChanged 426
		SP:Iteration 20F (4913.530000 sec): 3 clusters
  Score: Raw -3048886.841250 + Penalty 3307.370762 = -3045579.470488
  nChanged 373
		SP:Iteration 21Q (4913.820000 sec): 3 clusters
  Score: Raw -3049040.294296 + Penalty 3307.370762 = -3045732.923535
  nChanged 324
		SP:Iteration 22Q (4914.100000 sec): 3 clusters
  Score: Raw -3049157.478228 + Penalty 3307.370762 = -3045850.107466
  nChanged 276
		SP:Iteration 23Q (4914.440000 sec): 3 clusters
  Score: Raw -3049245.984136 + Penalty 3307.370762 = -3045938.613375
  nChanged 251
		SP:Iteration 24Q (4914.740000 sec): 3 clusters
  Score: Raw -3049329.154161 + Penalty 3307.370762 = -3046021.783400
  nChanged 232
		SP:Iteration 25Q (4914.980000 sec): 3 clusters
  Score: Raw -3049397.399194 + Penalty 3307.370762 = -3046090.028432
  nChanged 203
		SP:Iteration 26Q (4915.310000 sec): 3 clusters
  Score: Raw -3049446.710941 + Penalty 3307.370762 = -3046139.340180
  nChanged 172
		SP:Iteration 27Q (4915.640000 sec): 3 clusters
  Score: Raw -3049492.007801 + Penalty 3307.370762 = -3046184.637039
  nChanged 187
		SP:Iteration 28Q (4915.930000 sec): 3 clusters
  Score: Raw -3049534.895142 + Penalty 3307.370762 = -3046227.524381
  nChanged 168
		SP:Iteration 29Q (4916.280000 sec): 3 clusters
  Score: Raw -3049571.894769 + Penalty 3307.370762 = -3046264.524008
  nChanged 153
		SP:Iteration 30Q (4916.580000 sec): 3 clusters
  Score: Raw -3049604.312153 + Penalty 3307.370762 = -3046296.941391
  nChanged 172
		SP:Iteration 31Q (4916.840000 sec): 3 clusters
  Score: Raw -3049643.094550 + Penalty 3307.370762 = -3046335.723789
  nChanged 158
		SP:Iteration 32Q (4917.190000 sec): 3 clusters
  Score: Raw -3049674.763524 + Penalty 3307.370762 = -3046367.392762
  nChanged 146
		SP:Iteration 33Q (4917.480000 sec): 3 clusters
  Score: Raw -3049701.522374 + Penalty 3307.370762 = -3046394.151613
  nChanged 143
		SP:Iteration 34Q (4917.770000 sec): 3 clusters
  Score: Raw -3049724.602101 + Penalty 3307.370762 = -3046417.231339
  nChanged 136
		SP:Iteration 35Q (4918.090000 sec): 3 clusters
  Score: Raw -3049746.961127 + Penalty 3307.370762 = -3046439.590366
  nChanged 145
		SP:Iteration 36Q (4918.360000 sec): 3 clusters
  Score: Raw -3049773.183257 + Penalty 3307.370762 = -3046465.812496
  nChanged 152
		SP:Iteration 37Q (4918.670000 sec): 3 clusters
  Score: Raw -3049806.518455 + Penalty 3307.370762 = -3046499.147694
  nChanged 169
		SP:Iteration 38Q (4918.980000 sec): 3 clusters
  Score: Raw -3049845.246881 + Penalty 3307.370762 = -3046537.876119
  nChanged 162
		SP:Iteration 39Q (4919.260000 sec): 3 clusters
  Score: Raw -3049880.479377 + Penalty 3307.370762 = -3046573.108615
  nChanged 155
		SP:Iteration 40F (4919.560000 sec): 3 clusters
  Score: Raw -3049915.427523 + Penalty 3307.370762 = -3046608.056761
  nChanged 149
		SP:Iteration 41Q (4919.840000 sec): 3 clusters
  Score: Raw -3049949.723333 + Penalty 3307.370762 = -3046642.352572
  nChanged 134
		SP:Iteration 42Q (4920.100000 sec): 3 clusters
  Score: Raw -3049985.708808 + Penalty 3307.370762 = -3046678.338047
  nChanged 170
		SP:Iteration 43Q (4920.370000 sec): 3 clusters
  Score: Raw -3050036.755008 + Penalty 3307.370762 = -3046729.384246
  nChanged 199
		SP:Iteration 44Q (4920.640000 sec): 3 clusters
  Score: Raw -3050101.858971 + Penalty 3307.370762 = -3046794.488210
  nChanged 207
		SP:Iteration 45Q (4920.950000 sec): 3 clusters
  Score: Raw -3050172.302534 + Penalty 3307.370762 = -3046864.931772
  nChanged 223
		SP:Iteration 46Q (4921.220000 sec): 3 clusters
  Score: Raw -3050250.390405 + Penalty 3307.370762 = -3046943.019643
  nChanged 213
		SP:Iteration 47Q (4921.550000 sec): 3 clusters
  Score: Raw -3050325.991576 + Penalty 3307.370762 = -3047018.620815
  nChanged 235
		SP:Iteration 48Q (4921.820000 sec): 3 clusters
  Score: Raw -3050404.537127 + Penalty 3307.370762 = -3047097.166366
  nChanged 192
		SP:Iteration 49Q (4922.100000 sec): 3 clusters
  Score: Raw -3050469.821755 + Penalty 3307.370762 = -3047162.450994
  nChanged 177
		SP:Iteration 50Q (4922.380000 sec): 3 clusters
  Score: Raw -3050524.324585 + Penalty 3307.370762 = -3047216.953824
  nChanged 171
		SP:Iteration 51Q (4922.660000 sec): 3 clusters
  Score: Raw -3050572.107085 + Penalty 3307.370762 = -3047264.736324
  nChanged 134
		SP:Iteration 52Q (4922.980000 sec): 3 clusters
  Score: Raw -3050604.547418 + Penalty 3307.370762 = -3047297.176657
  nChanged 114
		SP:Iteration 53Q (4923.240000 sec): 3 clusters
  Score: Raw -3050628.845610 + Penalty 3307.370762 = -3047321.474849
  nChanged 85
		SP:Iteration 54Q (4923.530000 sec): 3 clusters
  Score: Raw -3050646.504308 + Penalty 3307.370762 = -3047339.133547
  nChanged 75
		SP:Iteration 55Q (4923.870000 sec): 3 clusters
  Score: Raw -3050660.462666 + Penalty 3307.370762 = -3047353.091904
  nChanged 61
		SP:Iteration 56Q (4924.110000 sec): 3 clusters
  Score: Raw -3050671.453566 + Penalty 3307.370762 = -3047364.082804
  nChanged 56
		SP:Iteration 57Q (4924.420000 sec): 3 clusters
  Score: Raw -3050684.152223 + Penalty 3307.370762 = -3047376.781462
  nChanged 68
		SP:Iteration 58Q (4924.750000 sec): 3 clusters
  Score: Raw -3050698.352770 + Penalty 3307.370762 = -3047390.982008
  nChanged 79
		SP:Iteration 59Q (4925.020000 sec): 3 clusters
  Score: Raw -3050715.055367 + Penalty 3307.370762 = -3047407.684605
  nChanged 72
		SP:Iteration 60F (4925.310000 sec): 3 clusters
  Score: Raw -3050731.212210 + Penalty 3307.370762 = -3047423.841449
  nChanged 86
		SP:Iteration 61Q (4925.640000 sec): 3 clusters
  Score: Raw -3050751.299675 + Penalty 3307.370762 = -3047443.928913
  nChanged 79
		SP:Iteration 62Q (4925.900000 sec): 3 clusters
  Score: Raw -3050767.224869 + Penalty 3307.370762 = -3047459.854107
  nChanged 65
		SP:Iteration 63Q (4926.190000 sec): 3 clusters
  Score: Raw -3050780.094335 + Penalty 3307.370762 = -3047472.723574
  nChanged 53
		SP:Iteration 64Q (4926.430000 sec): 3 clusters
  Score: Raw -3050789.369750 + Penalty 3307.370762 = -3047481.998989
  nChanged 54
		SP:Iteration 65Q (4926.710000 sec): 3 clusters
  Score: Raw -3050798.603833 + Penalty 3307.370762 = -3047491.233071
  nChanged 48
		SP:Iteration 66Q (4927.030000 sec): 3 clusters
  Score: Raw -3050806.073280 + Penalty 3307.370762 = -3047498.702519
  nChanged 49
		SP:Iteration 67Q (4927.330000 sec): 3 clusters
  Score: Raw -3050815.281124 + Penalty 3307.370762 = -3047507.910362
  nChanged 48
		SP:Iteration 68Q (4927.580000 sec): 3 clusters
  Score: Raw -3050821.331190 + Penalty 3307.370762 = -3047513.960428
  nChanged 42
		SP:Iteration 69Q (4927.910000 sec): 3 clusters
  Score: Raw -3050827.058967 + Penalty 3307.370762 = -3047519.688205
  nChanged 35
		SP:Iteration 70Q (4928.180000 sec): 3 clusters
  Score: Raw -3050832.026162 + Penalty 3307.370762 = -3047524.655401
  nChanged 36
		SP:Iteration 71Q (4928.470000 sec): 3 clusters
  Score: Raw -3050836.595426 + Penalty 3307.370762 = -3047529.224664
  nChanged 21
		SP:Iteration 72Q (4928.770000 sec): 3 clusters
  Score: Raw -3050839.534026 + Penalty 3307.370762 = -3047532.163264
  nChanged 24
		SP:Iteration 73Q (4929.090000 sec): 3 clusters
  Score: Raw -3050841.486040 + Penalty 3307.370762 = -3047534.115278
  nChanged 13
		SP:Iteration 74Q (4929.390000 sec): 3 clusters
  Score: Raw -3050842.614253 + Penalty 3307.370762 = -3047535.243492
  nChanged 10
		SP:Iteration 75Q (4929.700000 sec): 3 clusters
  Score: Raw -3050843.318709 + Penalty 3307.370762 = -3047535.947948
  nChanged 11
		SP:Iteration 76Q (4930.030000 sec): 3 clusters
  Score: Raw -3050844.260109 + Penalty 3307.370762 = -3047536.889347
  nChanged 6
		SP:Iteration 77Q (4930.360000 sec): 3 clusters
  Score: Raw -3050844.863550 + Penalty 3307.370762 = -3047537.492789
  nChanged 6
		SP:Iteration 78Q (4930.620000 sec): 3 clusters
  Score: Raw -3050845.263347 + Penalty 3307.370762 = -3047537.892586
  nChanged 4
		SP:Iteration 79Q (4930.940000 sec): 3 clusters
  Score: Raw -3050845.534085 + Penalty 3307.370762 = -3047538.163324
  nChanged 3
		SP:Iteration 80F (4931.220000 sec): 3 clusters
  Score: Raw -3050845.741204 + Penalty 3307.370762 = -3047538.370443
  nChanged 1
		SP:Iteration 81Q (4931.530000 sec): 3 clusters
  Score: Raw -3050845.818239 + Penalty 3307.370762 = -3047538.447477
  nChanged 3
		SP:Iteration 82Q (4931.780000 sec): 3 clusters
  Score: Raw -3050846.056779 + Penalty 3307.370762 = -3047538.686017
  nChanged 7
		SP:Iteration 83Q (4932.040000 sec): 3 clusters
  Score: Raw -3050846.617504 + Penalty 3307.370762 = -3047539.246743
  nChanged 2
		SP:Iteration 84Q (4932.310000 sec): 3 clusters
  Score: Raw -3050846.812533 + Penalty 3307.370762 = -3047539.441771
  nChanged 2
		SP:Iteration 85Q (4932.620000 sec): 3 clusters
  Score: Raw -3050846.992386 + Penalty 3307.370762 = -3047539.621625
  nChanged 1
		SP:Iteration 86Q (4932.860000 sec): 3 clusters
  Score: Raw -3050847.081538 + Penalty 3307.370762 = -3047539.710776
  nChanged 1
		SP:Iteration 87Q (4933.180000 sec): 3 clusters
  Score: Raw -3050847.162503 + Penalty 3307.370762 = -3047539.791742
  nChanged 0
		SP:Iteration 88F (4933.480000 sec): 3 clusters
  Score: Raw -3050847.162503 + Penalty 3307.370762 = -3047539.791742
  nChanged 0
Iteration 59Q (5025.960000 sec): 43 clusters
  Score: Raw -168967351.635723 + Penalty 97293.687169 = -168870057.948554
  nChanged 30783
Iteration 60F (5157.380000 sec): 43 clusters
  Score: Raw -168979076.729559 + Penalty 97293.687169 = -168881783.042390
  nChanged 25347
Iteration 61Q (5231.530000 sec): 43 clusters
  Score: Raw -168984672.051247 + Penalty 97293.687169 = -168887378.364078
  nChanged 18359
Iteration 62Q (5308.720000 sec): 43 clusters
  Score: Raw -168987955.828646 + Penalty 97293.687169 = -168890662.141477
  nChanged 15260
Iteration 63Q (5380.500000 sec): 43 clusters
  Score: Raw -168990318.233785 + Penalty 97293.687169 = -168893024.546616
  nChanged 13511
Iteration 64Q (5457.330000 sec): 43 clusters
  Score: Raw -168992217.888899 + Penalty 97293.687169 = -168894924.201730
  nChanged 12110
Iteration 65Q (5533.080000 sec): 43 clusters
  Score: Raw -168993782.745755 + Penalty 97293.687169 = -168896489.058586
  nChanged 11081
Iteration 66Q (5609.180000 sec): 43 clusters
  Score: Raw -168995173.317302 + Penalty 97293.687169 = -168897879.630133
  nChanged 10103
Iteration 67Q (5675.210000 sec): 43 clusters
  Score: Raw -168996383.963383 + Penalty 97293.687169 = -168899090.276214
  nChanged 9430
Iteration 68Q (5743.730000 sec): 43 clusters
  Score: Raw -168997447.543127 + Penalty 97293.687169 = -168900153.855958
  nChanged 8919
Iteration 69Q (5813.500000 sec): 43 clusters
  Score: Raw -168998411.837306 + Penalty 97293.687169 = -168901118.150137
  nChanged 8464
Iteration 70Q (5875.710000 sec): 43 clusters
  Score: Raw -168999306.105305 + Penalty 97293.687169 = -168902012.418136
  nChanged 8072
Iteration 71Q (5946.190000 sec): 43 clusters
  Score: Raw -169000144.851543 + Penalty 97293.687169 = -168902851.164374
  nChanged 7589
Iteration 72Q (6020.870000 sec): 43 clusters
  Score: Raw -169000895.519115 + Penalty 97293.687169 = -168903601.831946
  nChanged 7096
Iteration 73Q (6090.170000 sec): 43 clusters
  Score: Raw -169001551.365202 + Penalty 97293.687169 = -168904257.678033
  nChanged 6549
Iteration 74Q (6160.770000 sec): 43 clusters
  Score: Raw -169002146.277305 + Penalty 97293.687169 = -168904852.590136
  nChanged 6269
Iteration 75Q (6226.460000 sec): 43 clusters
  Score: Raw -169002697.627189 + Penalty 97293.687169 = -168905403.940020
  nChanged 6013
Iteration 76Q (6290.720000 sec): 43 clusters
  Score: Raw -169003210.143159 + Penalty 97293.687169 = -168905916.455990
  nChanged 5949
Iteration 77Q (6359.540000 sec): 43 clusters
  Score: Raw -169003717.065656 + Penalty 97293.687169 = -168906423.378487
  nChanged 5730
Iteration 78Q (6432.800000 sec): 43 clusters
  Score: Raw -169004203.814259 + Penalty 97293.687169 = -168906910.127090
  nChanged 5370
Iteration 79Q (6503.660000 sec): 43 clusters
  Score: Raw -169004640.947118 + Penalty 97293.687169 = -168907347.259949
  nChanged 5147
Iteration 80F (6622.340000 sec): 43 clusters
  Score: Raw -169005149.411058 + Penalty 97293.687169 = -168907855.723889
  nChanged 5129
Iteration 81Q (6695.470000 sec): 43 clusters
  Score: Raw -169005714.111547 + Penalty 97293.687169 = -168908420.424378
  nChanged 5148
Iteration 82Q (6762.070000 sec): 43 clusters
  Score: Raw -169006253.242556 + Penalty 97293.687169 = -168908959.555387
  nChanged 5058
Iteration 83Q (6833.500000 sec): 43 clusters
  Score: Raw -169006730.330811 + Penalty 97293.687169 = -168909436.643642
  nChanged 5065
Iteration 84Q (6906.210000 sec): 43 clusters
  Score: Raw -169007282.730168 + Penalty 97293.687169 = -168909989.042999
  nChanged 5167
Iteration 85Q (6976.720000 sec): 43 clusters
  Score: Raw -169007953.283191 + Penalty 97293.687169 = -168910659.596022
  nChanged 5266
Iteration 86Q (7047.400000 sec): 43 clusters
  Score: Raw -169008725.140896 + Penalty 97293.687169 = -168911431.453727
  nChanged 5503
Iteration 87Q (7119.810000 sec): 43 clusters
  Score: Raw -169009511.025118 + Penalty 97293.687169 = -168912217.337949
  nChanged 5439
Iteration 88Q (7193.610000 sec): 43 clusters
  Score: Raw -169010191.697865 + Penalty 97293.687169 = -168912898.010696
  nChanged 5398
Iteration 89Q (7265.090000 sec): 43 clusters
  Score: Raw -169010787.192205 + Penalty 97293.687169 = -168913493.505035
  nChanged 5312
Iteration 90Q (7330.950000 sec): 43 clusters
  Score: Raw -169011331.567642 + Penalty 97293.687169 = -168914037.880473
  nChanged 5120
Iteration 91Q (7400.930000 sec): 43 clusters
  Score: Raw -169011838.215629 + Penalty 97293.687169 = -168914544.528460
  nChanged 5072
Iteration 92Q (7472.130000 sec): 43 clusters
  Score: Raw -169012328.339610 + Penalty 97293.687169 = -168915034.652441
  nChanged 4883
Iteration 93Q (7538.790000 sec): 43 clusters
  Score: Raw -169012799.917044 + Penalty 97293.687169 = -168915506.229875
  nChanged 4813
Iteration 94Q (7595.570000 sec): 43 clusters
  Score: Raw -169013272.944382 + Penalty 97293.687169 = -168915979.257213
  nChanged 4816
Iteration 95Q (7661.440000 sec): 43 clusters
  Score: Raw -169013773.300346 + Penalty 97293.687169 = -168916479.613177
  nChanged 4658
Iteration 96Q (7731.500000 sec): 43 clusters
  Score: Raw -169014251.909585 + Penalty 97293.687169 = -168916958.222416
  nChanged 4688
Iteration 97Q (7800.810000 sec): 43 clusters
  Score: Raw -169014744.385034 + Penalty 97293.687169 = -168917450.697865
  nChanged 4761
Iteration 98Q (7875.960000 sec): 43 clusters
  Score: Raw -169015260.425219 + Penalty 97293.687169 = -168917966.738050
  nChanged 4733
Writing temp clu file 
Because OldScore, -168917450.697865, is greater than current (better) Score,-168917966.738050 
 Compute initial score before splitting:   Score: Raw -169015260.425219 + Penalty 97293.687169 = -168917966.738050
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (27321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7876.600000 sec): 2 clusters
  Score: Raw -2661873.785269 + Penalty 1660.004274 = -2660213.780995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7876.900000 sec): 3 clusters
  Score: Raw -2645053.783821 + Penalty 3320.008548 = -2641733.775274
  nChanged 12663
		SP:Iteration 1F (7877.240000 sec): 3 clusters
  Score: Raw -2652626.388414 + Penalty 3320.008548 = -2649306.379866
  nChanged 1833
		SP:Iteration 2F (7877.520000 sec): 3 clusters
  Score: Raw -2653692.440673 + Penalty 3320.008548 = -2650372.432125
  nChanged 1884
		SP:Iteration 3F (7877.810000 sec): 3 clusters
  Score: Raw -2654934.179633 + Penalty 3320.008548 = -2651614.171085
  nChanged 1847
		SP:Iteration 4F (7878.120000 sec): 3 clusters
  Score: Raw -2656214.265442 + Penalty 3320.008548 = -2652894.256894
  nChanged 1724
		SP:Iteration 5F (7878.470000 sec): 3 clusters
  Score: Raw -2657373.982714 + Penalty 3320.008548 = -2654053.974167
  nChanged 1538
		SP:Iteration 6F (7878.780000 sec): 3 clusters
  Score: Raw -2658359.144491 + Penalty 3320.008548 = -2655039.135943
  nChanged 1258
		SP:Iteration 7Q (7879.120000 sec): 3 clusters
  Score: Raw -2659015.714368 + Penalty 3320.008548 = -2655695.705821
  nChanged 947
		SP:Iteration 8Q (7879.420000 sec): 3 clusters
  Score: Raw -2659407.396551 + Penalty 3320.008548 = -2656087.388003
  nChanged 675
		SP:Iteration 9Q (7879.800000 sec): 3 clusters
  Score: Raw -2659610.111551 + Penalty 3320.008548 = -2656290.103003
  nChanged 455
		SP:Iteration 10Q (7880.090000 sec): 3 clusters
  Score: Raw -2659723.294679 + Penalty 3320.008548 = -2656403.286132
  nChanged 342
		SP:Iteration 11Q (7880.460000 sec): 3 clusters
  Score: Raw -2659819.579738 + Penalty 3320.008548 = -2656499.571190
  nChanged 316
		SP:Iteration 12Q (7880.760000 sec): 3 clusters
  Score: Raw -2659920.830447 + Penalty 3320.008548 = -2656600.821899
  nChanged 320
		SP:Iteration 13Q (7881.110000 sec): 3 clusters
  Score: Raw -2660023.861865 + Penalty 3320.008548 = -2656703.853317
  nChanged 335
		SP:Iteration 14Q (7881.430000 sec): 3 clusters
  Score: Raw -2660124.962697 + Penalty 3320.008548 = -2656804.954150
  nChanged 322
		SP:Iteration 15Q (7881.730000 sec): 3 clusters
  Score: Raw -2660223.341420 + Penalty 3320.008548 = -2656903.332872
  nChanged 309
		SP:Iteration 16Q (7882.060000 sec): 3 clusters
  Score: Raw -2660312.241566 + Penalty 3320.008548 = -2656992.233019
  nChanged 301
		SP:Iteration 17Q (7882.370000 sec): 3 clusters
  Score: Raw -2660396.172495 + Penalty 3320.008548 = -2657076.163947
  nChanged 298
		SP:Iteration 18Q (7882.690000 sec): 3 clusters
  Score: Raw -2660475.853316 + Penalty 3320.008548 = -2657155.844768
  nChanged 281
		SP:Iteration 19Q (7883.080000 sec): 3 clusters
  Score: Raw -2660559.131395 + Penalty 3320.008548 = -2657239.122847
  nChanged 290
		SP:Iteration 20F (7883.380000 sec): 3 clusters
  Score: Raw -2660649.513980 + Penalty 3320.008548 = -2657329.505432
  nChanged 293
		SP:Iteration 21Q (7883.730000 sec): 3 clusters
  Score: Raw -2660733.334158 + Penalty 3320.008548 = -2657413.325610
  nChanged 288
		SP:Iteration 22Q (7884.050000 sec): 3 clusters
  Score: Raw -2660813.446674 + Penalty 3320.008548 = -2657493.438127
  nChanged 287
		SP:Iteration 23Q (7884.410000 sec): 3 clusters
  Score: Raw -2660905.586690 + Penalty 3320.008548 = -2657585.578142
  nChanged 292
		SP:Iteration 24Q (7884.780000 sec): 3 clusters
  Score: Raw -2660991.431828 + Penalty 3320.008548 = -2657671.423280
  nChanged 263
		SP:Iteration 25Q (7885.120000 sec): 3 clusters
  Score: Raw -2661062.908383 + Penalty 3320.008548 = -2657742.899835
  nChanged 248
		SP:Iteration 26Q (7885.450000 sec): 3 clusters
  Score: Raw -2661130.455024 + Penalty 3320.008548 = -2657810.446476
  nChanged 249
		SP:Iteration 27Q (7885.840000 sec): 3 clusters
  Score: Raw -2661199.317684 + Penalty 3320.008548 = -2657879.309136
  nChanged 261
		SP:Iteration 28Q (7886.190000 sec): 3 clusters
  Score: Raw -2661277.517373 + Penalty 3320.008548 = -2657957.508826
  nChanged 283
		SP:Iteration 29Q (7886.450000 sec): 3 clusters
  Score: Raw -2661356.986670 + Penalty 3320.008548 = -2658036.978122
  nChanged 270
		SP:Iteration 30Q (7886.800000 sec): 3 clusters
  Score: Raw -2661437.916485 + Penalty 3320.008548 = -2658117.907937
  nChanged 270
		SP:Iteration 31Q (7887.140000 sec): 3 clusters
  Score: Raw -2661522.640517 + Penalty 3320.008548 = -2658202.631969
  nChanged 272
		SP:Iteration 32Q (7887.500000 sec): 3 clusters
  Score: Raw -2661601.900000 + Penalty 3320.008548 = -2658281.891452
  nChanged 249
		SP:Iteration 33Q (7887.850000 sec): 3 clusters
  Score: Raw -2661671.679966 + Penalty 3320.008548 = -2658351.671419
  nChanged 221
		SP:Iteration 34Q (7888.200000 sec): 3 clusters
  Score: Raw -2661736.531518 + Penalty 3320.008548 = -2658416.522970
  nChanged 207
		SP:Iteration 35Q (7888.530000 sec): 3 clusters
  Score: Raw -2661799.453547 + Penalty 3320.008548 = -2658479.444999
  nChanged 209
		SP:Iteration 36Q (7888.860000 sec): 3 clusters
  Score: Raw -2661860.979982 + Penalty 3320.008548 = -2658540.971434
  nChanged 172
		SP:Iteration 37Q (7889.180000 sec): 3 clusters
  Score: Raw -2661908.761556 + Penalty 3320.008548 = -2658588.753008
  nChanged 177
		SP:Iteration 38Q (7889.510000 sec): 3 clusters
  Score: Raw -2661956.761214 + Penalty 3320.008548 = -2658636.752666
  nChanged 157
		SP:Iteration 39Q (7889.840000 sec): 3 clusters
  Score: Raw -2662000.434224 + Penalty 3320.008548 = -2658680.425676
  nChanged 144
		SP:Iteration 40F (7890.120000 sec): 3 clusters
  Score: Raw -2662036.770339 + Penalty 3320.008548 = -2658716.761792
  nChanged 134
		SP:Iteration 41Q (7890.440000 sec): 3 clusters
  Score: Raw -2662067.700574 + Penalty 3320.008548 = -2658747.692026
  nChanged 124
		SP:Iteration 42Q (7890.790000 sec): 3 clusters
  Score: Raw -2662101.668721 + Penalty 3320.008548 = -2658781.660173
  nChanged 131
		SP:Iteration 43Q (7891.110000 sec): 3 clusters
  Score: Raw -2662134.513315 + Penalty 3320.008548 = -2658814.504767
  nChanged 100
		SP:Iteration 44Q (7891.420000 sec): 3 clusters
  Score: Raw -2662159.611239 + Penalty 3320.008548 = -2658839.602691
  nChanged 103
		SP:Iteration 45Q (7891.740000 sec): 3 clusters
  Score: Raw -2662187.635189 + Penalty 3320.008548 = -2658867.626641
  nChanged 95
		SP:Iteration 46Q (7892.070000 sec): 3 clusters
  Score: Raw -2662209.875942 + Penalty 3320.008548 = -2658889.867394
  nChanged 97
		SP:Iteration 47Q (7892.360000 sec): 3 clusters
  Score: Raw -2662232.331979 + Penalty 3320.008548 = -2658912.323432
  nChanged 98
		SP:Iteration 48Q (7892.670000 sec): 3 clusters
  Score: Raw -2662261.075155 + Penalty 3320.008548 = -2658941.066608
  nChanged 89
		SP:Iteration 49Q (7892.990000 sec): 3 clusters
  Score: Raw -2662289.995898 + Penalty 3320.008548 = -2658969.987350
  nChanged 89
		SP:Iteration 50Q (7893.320000 sec): 3 clusters
  Score: Raw -2662313.249608 + Penalty 3320.008548 = -2658993.241060
  nChanged 82
		SP:Iteration 51Q (7893.610000 sec): 3 clusters
  Score: Raw -2662333.410589 + Penalty 3320.008548 = -2659013.402041
  nChanged 68
		SP:Iteration 52Q (7893.950000 sec): 3 clusters
  Score: Raw -2662351.405324 + Penalty 3320.008548 = -2659031.396776
  nChanged 62
		SP:Iteration 53Q (7894.310000 sec): 3 clusters
  Score: Raw -2662367.463207 + Penalty 3320.008548 = -2659047.454659
  nChanged 68
		SP:Iteration 54Q (7894.650000 sec): 3 clusters
  Score: Raw -2662384.472049 + Penalty 3320.008548 = -2659064.463501
  nChanged 60
		SP:Iteration 55Q (7894.970000 sec): 3 clusters
  Score: Raw -2662396.769867 + Penalty 3320.008548 = -2659076.761319
  nChanged 45
		SP:Iteration 56Q (7895.310000 sec): 3 clusters
  Score: Raw -2662406.210380 + Penalty 3320.008548 = -2659086.201832
  nChanged 41
		SP:Iteration 57Q (7895.620000 sec): 3 clusters
  Score: Raw -2662414.134852 + Penalty 3320.008548 = -2659094.126304
  nChanged 42
		SP:Iteration 58Q (7895.920000 sec): 3 clusters
  Score: Raw -2662422.445753 + Penalty 3320.008548 = -2659102.437205
  nChanged 32
		SP:Iteration 59Q (7896.270000 sec): 3 clusters
  Score: Raw -2662429.071949 + Penalty 3320.008548 = -2659109.063402
  nChanged 35
		SP:Iteration 60F (7896.590000 sec): 3 clusters
  Score: Raw -2662435.978852 + Penalty 3320.008548 = -2659115.970304
  nChanged 28
		SP:Iteration 61Q (7896.920000 sec): 3 clusters
  Score: Raw -2662440.942284 + Penalty 3320.008548 = -2659120.933736
  nChanged 25
		SP:Iteration 62Q (7897.250000 sec): 3 clusters
  Score: Raw -2662444.419875 + Penalty 3320.008548 = -2659124.411327
  nChanged 20
		SP:Iteration 63Q (7897.550000 sec): 3 clusters
  Score: Raw -2662446.918152 + Penalty 3320.008548 = -2659126.909605
  nChanged 20
		SP:Iteration 64Q (7897.900000 sec): 3 clusters
  Score: Raw -2662451.083955 + Penalty 3320.008548 = -2659131.075408
  nChanged 29
		SP:Iteration 65Q (7898.260000 sec): 3 clusters
  Score: Raw -2662457.927556 + Penalty 3320.008548 = -2659137.919008
  nChanged 35
		SP:Iteration 66Q (7898.590000 sec): 3 clusters
  Score: Raw -2662463.989784 + Penalty 3320.008548 = -2659143.981236
  nChanged 22
		SP:Iteration 67Q (7898.880000 sec): 3 clusters
  Score: Raw -2662467.473699 + Penalty 3320.008548 = -2659147.465151
  nChanged 18
		SP:Iteration 68Q (7899.180000 sec): 3 clusters
  Score: Raw -2662471.499740 + Penalty 3320.008548 = -2659151.491192
  nChanged 22
		SP:Iteration 69Q (7899.500000 sec): 3 clusters
  Score: Raw -2662476.060424 + Penalty 3320.008548 = -2659156.051876
  nChanged 13
		SP:Iteration 70Q (7899.810000 sec): 3 clusters
  Score: Raw -2662478.413794 + Penalty 3320.008548 = -2659158.405246
  nChanged 12
		SP:Iteration 71Q (7900.140000 sec): 3 clusters
  Score: Raw -2662480.246083 + Penalty 3320.008548 = -2659160.237535
  nChanged 11
		SP:Iteration 72Q (7900.510000 sec): 3 clusters
  Score: Raw -2662481.740875 + Penalty 3320.008548 = -2659161.732327
  nChanged 9
		SP:Iteration 73Q (7900.830000 sec): 3 clusters
  Score: Raw -2662483.255663 + Penalty 3320.008548 = -2659163.247115
  nChanged 10
		SP:Iteration 74Q (7901.140000 sec): 3 clusters
  Score: Raw -2662485.394867 + Penalty 3320.008548 = -2659165.386319
  nChanged 14
		SP:Iteration 75Q (7901.470000 sec): 3 clusters
  Score: Raw -2662488.098765 + Penalty 3320.008548 = -2659168.090217
  nChanged 17
		SP:Iteration 76Q (7901.850000 sec): 3 clusters
  Score: Raw -2662491.966605 + Penalty 3320.008548 = -2659171.958057
  nChanged 18
		SP:Iteration 77Q (7902.190000 sec): 3 clusters
  Score: Raw -2662496.172585 + Penalty 3320.008548 = -2659176.164037
  nChanged 23
		SP:Iteration 78Q (7902.440000 sec): 3 clusters
  Score: Raw -2662501.470802 + Penalty 3320.008548 = -2659181.462254
  nChanged 23
		SP:Iteration 79Q (7902.780000 sec): 3 clusters
  Score: Raw -2662508.491739 + Penalty 3320.008548 = -2659188.483192
  nChanged 28
		SP:Iteration 80F (7903.070000 sec): 3 clusters
  Score: Raw -2662513.646589 + Penalty 3320.008548 = -2659193.638041
  nChanged 21
		SP:Iteration 81Q (7903.390000 sec): 3 clusters
  Score: Raw -2662517.584469 + Penalty 3320.008548 = -2659197.575922
  nChanged 19
		SP:Iteration 82Q (7903.680000 sec): 3 clusters
  Score: Raw -2662521.255576 + Penalty 3320.008548 = -2659201.247028
  nChanged 14
		SP:Iteration 83Q (7904.030000 sec): 3 clusters
  Score: Raw -2662523.388859 + Penalty 3320.008548 = -2659203.380312
  nChanged 5
		SP:Iteration 84Q (7904.320000 sec): 3 clusters
  Score: Raw -2662524.140535 + Penalty 3320.008548 = -2659204.131987
  nChanged 5
		SP:Iteration 85Q (7904.730000 sec): 3 clusters
  Score: Raw -2662524.933558 + Penalty 3320.008548 = -2659204.925011
  nChanged 7
		SP:Iteration 86Q (7905.060000 sec): 3 clusters
  Score: Raw -2662526.216608 + Penalty 3320.008548 = -2659206.208060
  nChanged 15
		SP:Iteration 87Q (7905.430000 sec): 3 clusters
  Score: Raw -2662529.145044 + Penalty 3320.008548 = -2659209.136496
  nChanged 5
		SP:Iteration 88Q (7905.680000 sec): 3 clusters
  Score: Raw -2662529.806280 + Penalty 3320.008548 = -2659209.797733
  nChanged 2
		SP:Iteration 89Q (7906.040000 sec): 3 clusters
  Score: Raw -2662529.951138 + Penalty 3320.008548 = -2659209.942590
  nChanged 0
		SP:Iteration 90F (7906.360000 sec): 3 clusters
  Score: Raw -2662529.951138 + Penalty 3320.008548 = -2659209.942590
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (86782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7906.870000 sec): 2 clusters
  Score: Raw -9551935.901416 + Penalty 1847.812607 = -9550088.088809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7907.500000 sec): 3 clusters
  Score: Raw -9495706.076061 + Penalty 3695.625214 = -9492010.450847
  nChanged 41510
		SP:Iteration 1F (7908.100000 sec): 3 clusters
  Score: Raw -9520850.051156 + Penalty 3695.625214 = -9517154.425941
  nChanged 4444
		SP:Iteration 2F (7908.760000 sec): 3 clusters
  Score: Raw -9522883.104454 + Penalty 3695.625214 = -9519187.479240
  nChanged 4845
		SP:Iteration 3F (7909.360000 sec): 3 clusters
  Score: Raw -9525349.917975 + Penalty 3695.625214 = -9521654.292760
  nChanged 5111
		SP:Iteration 4F (7909.960000 sec): 3 clusters
  Score: Raw -9528028.100881 + Penalty 3695.625214 = -9524332.475667
  nChanged 5015
		SP:Iteration 5F (7910.610000 sec): 3 clusters
  Score: Raw -9530519.205188 + Penalty 3695.625214 = -9526823.579974
  nChanged 4579
		SP:Iteration 6F (7911.250000 sec): 3 clusters
  Score: Raw -9532524.046844 + Penalty 3695.625214 = -9528828.421629
  nChanged 4031
		SP:Iteration 7Q (7911.930000 sec): 3 clusters
  Score: Raw -9534193.057984 + Penalty 3695.625214 = -9530497.432770
  nChanged 3474
		SP:Iteration 8Q (7912.560000 sec): 3 clusters
  Score: Raw -9535696.311163 + Penalty 3695.625214 = -9532000.685948
  nChanged 3180
		SP:Iteration 9Q (7913.260000 sec): 3 clusters
  Score: Raw -9537151.012961 + Penalty 3695.625214 = -9533455.387746
  nChanged 3046
		SP:Iteration 10Q (7913.970000 sec): 3 clusters
  Score: Raw -9538583.439114 + Penalty 3695.625214 = -9534887.813899
  nChanged 2878
		SP:Iteration 11Q (7914.680000 sec): 3 clusters
  Score: Raw -9539916.595815 + Penalty 3695.625214 = -9536220.970600
  nChanged 2660
		SP:Iteration 12Q (7915.440000 sec): 3 clusters
  Score: Raw -9541035.415020 + Penalty 3695.625214 = -9537339.789805
  nChanged 2337
		SP:Iteration 13Q (7916.170000 sec): 3 clusters
  Score: Raw -9541948.563645 + Penalty 3695.625214 = -9538252.938431
  nChanged 2029
		SP:Iteration 14Q (7916.840000 sec): 3 clusters
  Score: Raw -9542703.217860 + Penalty 3695.625214 = -9539007.592646
  nChanged 1798
		SP:Iteration 15Q (7917.400000 sec): 3 clusters
  Score: Raw -9543318.704799 + Penalty 3695.625214 = -9539623.079585
  nChanged 1643
		SP:Iteration 16Q (7917.930000 sec): 3 clusters
  Score: Raw -9543855.405867 + Penalty 3695.625214 = -9540159.780653
  nChanged 1563
		SP:Iteration 17Q (7918.510000 sec): 3 clusters
  Score: Raw -9544326.510904 + Penalty 3695.625214 = -9540630.885690
  nChanged 1451
		SP:Iteration 18Q (7919.110000 sec): 3 clusters
  Score: Raw -9544759.165204 + Penalty 3695.625214 = -9541063.539990
  nChanged 1355
		SP:Iteration 19Q (7919.820000 sec): 3 clusters
  Score: Raw -9545154.187214 + Penalty 3695.625214 = -9541458.562000
  nChanged 1283
		SP:Iteration 20F (7920.490000 sec): 3 clusters
  Score: Raw -9545513.489774 + Penalty 3695.625214 = -9541817.864559
  nChanged 1225
		SP:Iteration 21Q (7921.220000 sec): 3 clusters
  Score: Raw -9545844.068169 + Penalty 3695.625214 = -9542148.442955
  nChanged 1187
		SP:Iteration 22Q (7921.900000 sec): 3 clusters
  Score: Raw -9546168.171571 + Penalty 3695.625214 = -9542472.546356
  nChanged 1126
		SP:Iteration 23Q (7922.530000 sec): 3 clusters
  Score: Raw -9546457.443666 + Penalty 3695.625214 = -9542761.818451
  nChanged 1026
		SP:Iteration 24Q (7923.190000 sec): 3 clusters
  Score: Raw -9546708.040018 + Penalty 3695.625214 = -9543012.414803
  nChanged 1009
		SP:Iteration 25Q (7923.810000 sec): 3 clusters
  Score: Raw -9546946.695095 + Penalty 3695.625214 = -9543251.069881
  nChanged 960
		SP:Iteration 26Q (7924.400000 sec): 3 clusters
  Score: Raw -9547169.241269 + Penalty 3695.625214 = -9543473.616054
  nChanged 939
		SP:Iteration 27Q (7924.960000 sec): 3 clusters
  Score: Raw -9547385.837356 + Penalty 3695.625214 = -9543690.212141
  nChanged 892
		SP:Iteration 28Q (7925.510000 sec): 3 clusters
  Score: Raw -9547592.493012 + Penalty 3695.625214 = -9543896.867798
  nChanged 856
		SP:Iteration 29Q (7926.110000 sec): 3 clusters
  Score: Raw -9547790.690178 + Penalty 3695.625214 = -9544095.064963
  nChanged 799
		SP:Iteration 30Q (7926.760000 sec): 3 clusters
  Score: Raw -9547959.317371 + Penalty 3695.625214 = -9544263.692157
  nChanged 744
		SP:Iteration 31Q (7927.480000 sec): 3 clusters
  Score: Raw -9548120.750377 + Penalty 3695.625214 = -9544425.125163
  nChanged 752
		SP:Iteration 32Q (7928.160000 sec): 3 clusters
  Score: Raw -9548284.285897 + Penalty 3695.625214 = -9544588.660682
  nChanged 746
		SP:Iteration 33Q (7928.820000 sec): 3 clusters
  Score: Raw -9548432.027906 + Penalty 3695.625214 = -9544736.402692
  nChanged 681
		SP:Iteration 34Q (7929.430000 sec): 3 clusters
  Score: Raw -9548551.484831 + Penalty 3695.625214 = -9544855.859617
  nChanged 635
		SP:Iteration 35Q (7930.000000 sec): 3 clusters
  Score: Raw -9548657.219444 + Penalty 3695.625214 = -9544961.594229
  nChanged 561
		SP:Iteration 36Q (7930.670000 sec): 3 clusters
  Score: Raw -9548749.221381 + Penalty 3695.625214 = -9545053.596166
  nChanged 602
		SP:Iteration 37Q (7931.250000 sec): 3 clusters
  Score: Raw -9548853.989299 + Penalty 3695.625214 = -9545158.364085
  nChanged 593
		SP:Iteration 38Q (7931.820000 sec): 3 clusters
  Score: Raw -9548953.573572 + Penalty 3695.625214 = -9545257.948357
  nChanged 581
		SP:Iteration 39Q (7932.440000 sec): 3 clusters
  Score: Raw -9549046.801725 + Penalty 3695.625214 = -9545351.176510
  nChanged 530
		SP:Iteration 40F (7933.000000 sec): 3 clusters
  Score: Raw -9549128.651504 + Penalty 3695.625214 = -9545433.026290
  nChanged 524
		SP:Iteration 41Q (7933.660000 sec): 3 clusters
  Score: Raw -9549203.594028 + Penalty 3695.625214 = -9545507.968813
  nChanged 497
		SP:Iteration 42Q (7934.320000 sec): 3 clusters
  Score: Raw -9549273.623542 + Penalty 3695.625214 = -9545577.998327
  nChanged 501
		SP:Iteration 43Q (7934.950000 sec): 3 clusters
  Score: Raw -9549339.958561 + Penalty 3695.625214 = -9545644.333347
  nChanged 416
		SP:Iteration 44Q (7935.580000 sec): 3 clusters
  Score: Raw -9549394.383693 + Penalty 3695.625214 = -9545698.758478
  nChanged 440
		SP:Iteration 45Q (7936.230000 sec): 3 clusters
  Score: Raw -9549444.029544 + Penalty 3695.625214 = -9545748.404329
  nChanged 379
		SP:Iteration 46Q (7936.840000 sec): 3 clusters
  Score: Raw -9549484.440517 + Penalty 3695.625214 = -9545788.815302
  nChanged 359
		SP:Iteration 47Q (7937.470000 sec): 3 clusters
  Score: Raw -9549523.330518 + Penalty 3695.625214 = -9545827.705303
  nChanged 354
		SP:Iteration 48Q (7938.090000 sec): 3 clusters
  Score: Raw -9549562.754420 + Penalty 3695.625214 = -9545867.129206
  nChanged 378
		SP:Iteration 49Q (7938.750000 sec): 3 clusters
  Score: Raw -9549604.168729 + Penalty 3695.625214 = -9545908.543514
  nChanged 374
		SP:Iteration 50Q (7939.360000 sec): 3 clusters
  Score: Raw -9549646.514371 + Penalty 3695.625214 = -9545950.889157
  nChanged 381
		SP:Iteration 51Q (7939.940000 sec): 3 clusters
  Score: Raw -9549687.280434 + Penalty 3695.625214 = -9545991.655220
  nChanged 328
		SP:Iteration 52Q (7940.540000 sec): 3 clusters
  Score: Raw -9549718.707493 + Penalty 3695.625214 = -9546023.082279
  nChanged 316
		SP:Iteration 53Q (7941.160000 sec): 3 clusters
  Score: Raw -9549749.936243 + Penalty 3695.625214 = -9546054.311029
  nChanged 282
		SP:Iteration 54Q (7941.800000 sec): 3 clusters
  Score: Raw -9549777.297545 + Penalty 3695.625214 = -9546081.672330
  nChanged 290
		SP:Iteration 55Q (7942.360000 sec): 3 clusters
  Score: Raw -9549806.119015 + Penalty 3695.625214 = -9546110.493801
  nChanged 303
		SP:Iteration 56Q (7943.030000 sec): 3 clusters
  Score: Raw -9549835.813883 + Penalty 3695.625214 = -9546140.188669
  nChanged 270
		SP:Iteration 57Q (7943.680000 sec): 3 clusters
  Score: Raw -9549859.512729 + Penalty 3695.625214 = -9546163.887515
  nChanged 254
		SP:Iteration 58Q (7944.280000 sec): 3 clusters
  Score: Raw -9549882.056188 + Penalty 3695.625214 = -9546186.430974
  nChanged 257
		SP:Iteration 59Q (7944.870000 sec): 3 clusters
  Score: Raw -9549907.122250 + Penalty 3695.625214 = -9546211.497035
  nChanged 276
		SP:Iteration 60F (7945.480000 sec): 3 clusters
  Score: Raw -9549933.645103 + Penalty 3695.625214 = -9546238.019889
  nChanged 266
		SP:Iteration 61Q (7946.150000 sec): 3 clusters
  Score: Raw -9549957.166872 + Penalty 3695.625214 = -9546261.541658
  nChanged 260
		SP:Iteration 62Q (7946.760000 sec): 3 clusters
  Score: Raw -9549980.177688 + Penalty 3695.625214 = -9546284.552474
  nChanged 237
		SP:Iteration 63Q (7947.330000 sec): 3 clusters
  Score: Raw -9549999.500937 + Penalty 3695.625214 = -9546303.875722
  nChanged 224
		SP:Iteration 64Q (7947.940000 sec): 3 clusters
  Score: Raw -9550017.359860 + Penalty 3695.625214 = -9546321.734645
  nChanged 235
		SP:Iteration 65Q (7948.500000 sec): 3 clusters
  Score: Raw -9550037.289639 + Penalty 3695.625214 = -9546341.664425
  nChanged 219
		SP:Iteration 66Q (7949.120000 sec): 3 clusters
  Score: Raw -9550054.787199 + Penalty 3695.625214 = -9546359.161984
  nChanged 240
		SP:Iteration 67Q (7949.750000 sec): 3 clusters
  Score: Raw -9550074.334585 + Penalty 3695.625214 = -9546378.709371
  nChanged 240
		SP:Iteration 68Q (7950.380000 sec): 3 clusters
  Score: Raw -9550096.103062 + Penalty 3695.625214 = -9546400.477848
  nChanged 236
		SP:Iteration 69Q (7950.940000 sec): 3 clusters
  Score: Raw -9550117.253100 + Penalty 3695.625214 = -9546421.627886
  nChanged 245
		SP:Iteration 70Q (7951.500000 sec): 3 clusters
  Score: Raw -9550139.262628 + Penalty 3695.625214 = -9546443.637413
  nChanged 230
		SP:Iteration 71Q (7952.130000 sec): 3 clusters
  Score: Raw -9550160.314884 + Penalty 3695.625214 = -9546464.689669
  nChanged 231
		SP:Iteration 72Q (7952.870000 sec): 3 clusters
  Score: Raw -9550182.650960 + Penalty 3695.625214 = -9546487.025745
  nChanged 253
		SP:Iteration 73Q (7953.510000 sec): 3 clusters
  Score: Raw -9550208.814668 + Penalty 3695.625214 = -9546513.189454
  nChanged 261
		SP:Iteration 74Q (7954.100000 sec): 3 clusters
  Score: Raw -9550239.243938 + Penalty 3695.625214 = -9546543.618724
  nChanged 275
		SP:Iteration 75Q (7954.700000 sec): 3 clusters
  Score: Raw -9550275.291883 + Penalty 3695.625214 = -9546579.666669
  nChanged 286
		SP:Iteration 76Q (7955.290000 sec): 3 clusters
  Score: Raw -9550312.690200 + Penalty 3695.625214 = -9546617.064986
  nChanged 352
		SP:Iteration 77Q (7955.840000 sec): 3 clusters
  Score: Raw -9550362.426477 + Penalty 3695.625214 = -9546666.801263
  nChanged 352
		SP:Iteration 78Q (7956.410000 sec): 3 clusters
  Score: Raw -9550416.876198 + Penalty 3695.625214 = -9546721.250984
  nChanged 410
		SP:Iteration 79Q (7957.040000 sec): 3 clusters
  Score: Raw -9550482.818824 + Penalty 3695.625214 = -9546787.193610
  nChanged 394
		SP:Iteration 80F (7957.650000 sec): 3 clusters
  Score: Raw -9550545.155948 + Penalty 3695.625214 = -9546849.530734
  nChanged 391
		SP:Iteration 81Q (7958.280000 sec): 3 clusters
  Score: Raw -9550608.514407 + Penalty 3695.625214 = -9546912.889192
  nChanged 400
		SP:Iteration 82Q (7958.900000 sec): 3 clusters
  Score: Raw -9550668.150676 + Penalty 3695.625214 = -9546972.525461
  nChanged 371
		SP:Iteration 83Q (7959.520000 sec): 3 clusters
  Score: Raw -9550721.853663 + Penalty 3695.625214 = -9547026.228449
  nChanged 364
		SP:Iteration 84Q (7960.170000 sec): 3 clusters
  Score: Raw -9550776.010272 + Penalty 3695.625214 = -9547080.385058
  nChanged 357
		SP:Iteration 85Q (7960.740000 sec): 3 clusters
  Score: Raw -9550829.846409 + Penalty 3695.625214 = -9547134.221194
  nChanged 380
		SP:Iteration 86Q (7961.320000 sec): 3 clusters
  Score: Raw -9550890.255442 + Penalty 3695.625214 = -9547194.630228
  nChanged 407
		SP:Iteration 87Q (7961.860000 sec): 3 clusters
  Score: Raw -9550957.315058 + Penalty 3695.625214 = -9547261.689844
  nChanged 393
		SP:Iteration 88Q (7962.390000 sec): 3 clusters
  Score: Raw -9551023.287732 + Penalty 3695.625214 = -9547327.662518
  nChanged 386
		SP:Iteration 89Q (7963.000000 sec): 3 clusters
  Score: Raw -9551089.727867 + Penalty 3695.625214 = -9547394.102652
  nChanged 405
		SP:Iteration 90Q (7963.590000 sec): 3 clusters
  Score: Raw -9551158.810391 + Penalty 3695.625214 = -9547463.185176
  nChanged 381
		SP:Iteration 91Q (7964.220000 sec): 3 clusters
  Score: Raw -9551221.067385 + Penalty 3695.625214 = -9547525.442171
  nChanged 363
		SP:Iteration 92Q (7964.860000 sec): 3 clusters
  Score: Raw -9551283.731577 + Penalty 3695.625214 = -9547588.106363
  nChanged 335
		SP:Iteration 93Q (7965.540000 sec): 3 clusters
  Score: Raw -9551337.190992 + Penalty 3695.625214 = -9547641.565778
  nChanged 331
		SP:Iteration 94Q (7966.060000 sec): 3 clusters
  Score: Raw -9551388.278726 + Penalty 3695.625214 = -9547692.653511
  nChanged 302
		SP:Iteration 95Q (7966.670000 sec): 3 clusters
  Score: Raw -9551433.044584 + Penalty 3695.625214 = -9547737.419369
  nChanged 284
		SP:Iteration 96Q (7967.280000 sec): 3 clusters
  Score: Raw -9551475.644238 + Penalty 3695.625214 = -9547780.019024
  nChanged 293
		SP:Iteration 97Q (7967.850000 sec): 3 clusters
  Score: Raw -9551523.063235 + Penalty 3695.625214 = -9547827.438021
  nChanged 292
		SP:Iteration 98Q (7968.460000 sec): 3 clusters
  Score: Raw -9551570.358755 + Penalty 3695.625214 = -9547874.733540
  nChanged 300
		SP:Iteration 99Q (7969.080000 sec): 3 clusters
  Score: Raw -9551624.580610 + Penalty 3695.625214 = -9547928.955395
  nChanged 306
		SP:Iteration 100F (7969.680000 sec): 3 clusters
  Score: Raw -9551675.478420 + Penalty 3695.625214 = -9547979.853206
  nChanged 279
		SP:Iteration 101Q (7970.280000 sec): 3 clusters
  Score: Raw -9551727.985348 + Penalty 3695.625214 = -9548032.360134
  nChanged 279
		SP:Iteration 102Q (7970.920000 sec): 3 clusters
  Score: Raw -9551778.991174 + Penalty 3695.625214 = -9548083.365959
  nChanged 262
		SP:Iteration 103Q (7971.590000 sec): 3 clusters
  Score: Raw -9551825.550109 + Penalty 3695.625214 = -9548129.924894
  nChanged 258
		SP:Iteration 104Q (7972.230000 sec): 3 clusters
  Score: Raw -9551875.589846 + Penalty 3695.625214 = -9548179.964632
  nChanged 279
		SP:Iteration 105Q (7972.830000 sec): 3 clusters
  Score: Raw -9551930.448749 + Penalty 3695.625214 = -9548234.823534
  nChanged 269
		SP:Iteration 106Q (7973.470000 sec): 3 clusters
  Score: Raw -9551987.794242 + Penalty 3695.625214 = -9548292.169027
  nChanged 272
		SP:Iteration 107Q (7974.010000 sec): 3 clusters
  Score: Raw -9552042.904388 + Penalty 3695.625214 = -9548347.279174
  nChanged 250
		SP:Iteration 108Q (7974.610000 sec): 3 clusters
  Score: Raw -9552092.094637 + Penalty 3695.625214 = -9548396.469423
  nChanged 234
		SP:Iteration 109Q (7975.160000 sec): 3 clusters
  Score: Raw -9552140.517730 + Penalty 3695.625214 = -9548444.892516
  nChanged 233
		SP:Iteration 110Q (7975.700000 sec): 3 clusters
  Score: Raw -9552189.902706 + Penalty 3695.625214 = -9548494.277492
  nChanged 204
		SP:Iteration 111Q (7976.230000 sec): 3 clusters
  Score: Raw -9552229.027963 + Penalty 3695.625214 = -9548533.402748
  nChanged 183
		SP:Iteration 112Q (7976.870000 sec): 3 clusters
  Score: Raw -9552266.361645 + Penalty 3695.625214 = -9548570.736431
  nChanged 191
		SP:Iteration 113Q (7977.510000 sec): 3 clusters
  Score: Raw -9552305.243861 + Penalty 3695.625214 = -9548609.618647
  nChanged 173
		SP:Iteration 114Q (7978.160000 sec): 3 clusters
  Score: Raw -9552344.240289 + Penalty 3695.625214 = -9548648.615075
  nChanged 171
		SP:Iteration 115Q (7978.820000 sec): 3 clusters
  Score: Raw -9552380.475243 + Penalty 3695.625214 = -9548684.850028
  nChanged 152
		SP:Iteration 116Q (7979.370000 sec): 3 clusters
  Score: Raw -9552410.011747 + Penalty 3695.625214 = -9548714.386533
  nChanged 140
		SP:Iteration 117Q (7979.970000 sec): 3 clusters
  Score: Raw -9552439.568474 + Penalty 3695.625214 = -9548743.943259
  nChanged 120
		SP:Iteration 118Q (7980.510000 sec): 3 clusters
  Score: Raw -9552462.309415 + Penalty 3695.625214 = -9548766.684201
  nChanged 97
		SP:Iteration 119Q (7981.120000 sec): 3 clusters
  Score: Raw -9552480.415363 + Penalty 3695.625214 = -9548784.790148
  nChanged 91
		SP:Iteration 120F (7981.670000 sec): 3 clusters
  Score: Raw -9552498.957663 + Penalty 3695.625214 = -9548803.332448
  nChanged 98
		SP:Iteration 121Q (7982.180000 sec): 3 clusters
  Score: Raw -9552518.974747 + Penalty 3695.625214 = -9548823.349532
  nChanged 96
		SP:Iteration 122Q (7982.760000 sec): 3 clusters
  Score: Raw -9552539.370675 + Penalty 3695.625214 = -9548843.745461
  nChanged 85
		SP:Iteration 123Q (7983.350000 sec): 3 clusters
  Score: Raw -9552557.029199 + Penalty 3695.625214 = -9548861.403984
  nChanged 86
		SP:Iteration 124Q (7983.960000 sec): 3 clusters
  Score: Raw -9552573.079795 + Penalty 3695.625214 = -9548877.454580
  nChanged 78
		SP:Iteration 125Q (7984.590000 sec): 3 clusters
  Score: Raw -9552588.135965 + Penalty 3695.625214 = -9548892.510751
  nChanged 65
		SP:Iteration 126Q (7985.230000 sec): 3 clusters
  Score: Raw -9552599.751661 + Penalty 3695.625214 = -9548904.126447
  nChanged 59
		SP:Iteration 127Q (7985.850000 sec): 3 clusters
  Score: Raw -9552610.977854 + Penalty 3695.625214 = -9548915.352640
  nChanged 52
		SP:Iteration 128Q (7986.430000 sec): 3 clusters
  Score: Raw -9552620.738417 + Penalty 3695.625214 = -9548925.113203
  nChanged 52
		SP:Iteration 129Q (7987.060000 sec): 3 clusters
  Score: Raw -9552629.440792 + Penalty 3695.625214 = -9548933.815578
  nChanged 52
		SP:Iteration 130Q (7987.630000 sec): 3 clusters
  Score: Raw -9552638.918111 + Penalty 3695.625214 = -9548943.292897
  nChanged 41
		SP:Iteration 131Q (7988.240000 sec): 3 clusters
  Score: Raw -9552646.719942 + Penalty 3695.625214 = -9548951.094728
  nChanged 42
		SP:Iteration 132Q (7988.820000 sec): 3 clusters
  Score: Raw -9552655.088965 + Penalty 3695.625214 = -9548959.463750
  nChanged 52
		SP:Iteration 133Q (7989.410000 sec): 3 clusters
  Score: Raw -9552665.394300 + Penalty 3695.625214 = -9548969.769086
  nChanged 56
		SP:Iteration 134Q (7989.990000 sec): 3 clusters
  Score: Raw -9552675.443691 + Penalty 3695.625214 = -9548979.818476
  nChanged 46
		SP:Iteration 135Q (7990.590000 sec): 3 clusters
  Score: Raw -9552683.775588 + Penalty 3695.625214 = -9548988.150374
  nChanged 38
		SP:Iteration 136Q (7991.200000 sec): 3 clusters
  Score: Raw -9552692.235307 + Penalty 3695.625214 = -9548996.610093
  nChanged 51
		SP:Iteration 137Q (7991.770000 sec): 3 clusters
  Score: Raw -9552701.606166 + Penalty 3695.625214 = -9549005.980951
  nChanged 43
		SP:Iteration 138Q (7992.360000 sec): 3 clusters
  Score: Raw -9552709.537912 + Penalty 3695.625214 = -9549013.912698
  nChanged 46
		SP:Iteration 139Q (7993.000000 sec): 3 clusters
  Score: Raw -9552718.743215 + Penalty 3695.625214 = -9549023.118000
  nChanged 48
		SP:Iteration 140F (7993.580000 sec): 3 clusters
  Score: Raw -9552725.798849 + Penalty 3695.625214 = -9549030.173635
  nChanged 31
		SP:Iteration 141Q (7994.060000 sec): 3 clusters
  Score: Raw -9552733.522837 + Penalty 3695.625214 = -9549037.897622
  nChanged 36
		SP:Iteration 142Q (7994.630000 sec): 3 clusters
  Score: Raw -9552740.831850 + Penalty 3695.625214 = -9549045.206636
  nChanged 35
		SP:Iteration 143Q (7995.160000 sec): 3 clusters
  Score: Raw -9552746.934991 + Penalty 3695.625214 = -9549051.309777
  nChanged 32
		SP:Iteration 144Q (7995.780000 sec): 3 clusters
  Score: Raw -9552752.879242 + Penalty 3695.625214 = -9549057.254028
  nChanged 24
		SP:Iteration 145Q (7996.420000 sec): 3 clusters
  Score: Raw -9552758.268526 + Penalty 3695.625214 = -9549062.643311
  nChanged 30
		SP:Iteration 146Q (7996.980000 sec): 3 clusters
  Score: Raw -9552763.896979 + Penalty 3695.625214 = -9549068.271764
  nChanged 26
		SP:Iteration 147Q (7997.520000 sec): 3 clusters
  Score: Raw -9552768.191494 + Penalty 3695.625214 = -9549072.566280
  nChanged 20
		SP:Iteration 148Q (7998.100000 sec): 3 clusters
  Score: Raw -9552772.111384 + Penalty 3695.625214 = -9549076.486170
  nChanged 27
		SP:Iteration 149Q (7998.690000 sec): 3 clusters
  Score: Raw -9552776.719644 + Penalty 3695.625214 = -9549081.094430
  nChanged 27
		SP:Iteration 150Q (7999.210000 sec): 3 clusters
  Score: Raw -9552781.333703 + Penalty 3695.625214 = -9549085.708488
  nChanged 32
		SP:Iteration 151Q (7999.700000 sec): 3 clusters
  Score: Raw -9552786.588426 + Penalty 3695.625214 = -9549090.963212
  nChanged 22
		SP:Iteration 152Q (8000.170000 sec): 3 clusters
  Score: Raw -9552790.459016 + Penalty 3695.625214 = -9549094.833801
  nChanged 26
		SP:Iteration 153Q (8000.670000 sec): 3 clusters
  Score: Raw -9552794.522503 + Penalty 3695.625214 = -9549098.897289
  nChanged 21
		SP:Iteration 154Q (8001.180000 sec): 3 clusters
  Score: Raw -9552797.535485 + Penalty 3695.625214 = -9549101.910271
  nChanged 17
		SP:Iteration 155Q (8001.700000 sec): 3 clusters
  Score: Raw -9552800.136685 + Penalty 3695.625214 = -9549104.511471
  nChanged 13
		SP:Iteration 156Q (8002.190000 sec): 3 clusters
  Score: Raw -9552802.734965 + Penalty 3695.625214 = -9549107.109750
  nChanged 18
		SP:Iteration 157Q (8002.690000 sec): 3 clusters
  Score: Raw -9552805.876359 + Penalty 3695.625214 = -9549110.251145
  nChanged 16
		SP:Iteration 158Q (8003.190000 sec): 3 clusters
  Score: Raw -9552808.849988 + Penalty 3695.625214 = -9549113.224774
  nChanged 20
		SP:Iteration 159Q (8003.780000 sec): 3 clusters
  Score: Raw -9552812.152967 + Penalty 3695.625214 = -9549116.527753
  nChanged 13
		SP:Iteration 160F (8004.370000 sec): 3 clusters
  Score: Raw -9552814.506066 + Penalty 3695.625214 = -9549118.880852
  nChanged 10
		SP:Iteration 161Q (8004.930000 sec): 3 clusters
  Score: Raw -9552816.335968 + Penalty 3695.625214 = -9549120.710754
  nChanged 14
		SP:Iteration 162Q (8005.520000 sec): 3 clusters
  Score: Raw -9552818.812148 + Penalty 3695.625214 = -9549123.186934
  nChanged 16
		SP:Iteration 163Q (8006.100000 sec): 3 clusters
  Score: Raw -9552821.543887 + Penalty 3695.625214 = -9549125.918672
  nChanged 16
		SP:Iteration 164Q (8006.680000 sec): 3 clusters
  Score: Raw -9552824.224880 + Penalty 3695.625214 = -9549128.599666
  nChanged 17
		SP:Iteration 165Q (8007.170000 sec): 3 clusters
  Score: Raw -9552826.683158 + Penalty 3695.625214 = -9549131.057944
  nChanged 18
		SP:Iteration 166Q (8007.720000 sec): 3 clusters
  Score: Raw -9552829.388153 + Penalty 3695.625214 = -9549133.762939
  nChanged 16
		SP:Iteration 167Q (8008.270000 sec): 3 clusters
  Score: Raw -9552832.320101 + Penalty 3695.625214 = -9549136.694887
  nChanged 17
		SP:Iteration 168Q (8008.840000 sec): 3 clusters
  Score: Raw -9552835.282103 + Penalty 3695.625214 = -9549139.656889
  nChanged 10
		SP:Iteration 169Q (8009.360000 sec): 3 clusters
  Score: Raw -9552837.095368 + Penalty 3695.625214 = -9549141.470153
  nChanged 6
		SP:Iteration 170Q (8009.860000 sec): 3 clusters
  Score: Raw -9552838.056881 + Penalty 3695.625214 = -9549142.431666
  nChanged 5
		SP:Iteration 171Q (8010.440000 sec): 3 clusters
  Score: Raw -9552839.031720 + Penalty 3695.625214 = -9549143.406506
  nChanged 6
		SP:Iteration 172Q (8010.980000 sec): 3 clusters
  Score: Raw -9552839.893878 + Penalty 3695.625214 = -9549144.268664
  nChanged 5
		SP:Iteration 173Q (8011.570000 sec): 3 clusters
  Score: Raw -9552840.806600 + Penalty 3695.625214 = -9549145.181385
  nChanged 8
		SP:Iteration 174Q (8012.160000 sec): 3 clusters
  Score: Raw -9552842.289290 + Penalty 3695.625214 = -9549146.664075
  nChanged 8
		SP:Iteration 175Q (8012.740000 sec): 3 clusters
  Score: Raw -9552843.197489 + Penalty 3695.625214 = -9549147.572274
  nChanged 6
		SP:Iteration 176Q (8013.350000 sec): 3 clusters
  Score: Raw -9552844.193942 + Penalty 3695.625214 = -9549148.568728
  nChanged 9
		SP:Iteration 177Q (8013.940000 sec): 3 clusters
  Score: Raw -9552845.161746 + Penalty 3695.625214 = -9549149.536531
  nChanged 6
		SP:Iteration 178Q (8014.440000 sec): 3 clusters
  Score: Raw -9552845.974537 + Penalty 3695.625214 = -9549150.349322
  nChanged 7
		SP:Iteration 179Q (8015.120000 sec): 3 clusters
  Score: Raw -9552847.015829 + Penalty 3695.625214 = -9549151.390614
  nChanged 8
		SP:Iteration 180F (8015.690000 sec): 3 clusters
  Score: Raw -9552847.918013 + Penalty 3695.625214 = -9549152.292798
  nChanged 8
		SP:Iteration 181Q (8016.270000 sec): 3 clusters
  Score: Raw -9552848.918584 + Penalty 3695.625214 = -9549153.293370
  nChanged 7
		SP:Iteration 182Q (8016.830000 sec): 3 clusters
  Score: Raw -9552849.874609 + Penalty 3695.625214 = -9549154.249394
  nChanged 7
		SP:Iteration 183Q (8017.390000 sec): 3 clusters
  Score: Raw -9552850.874825 + Penalty 3695.625214 = -9549155.249610
  nChanged 8
		SP:Iteration 184Q (8018.040000 sec): 3 clusters
  Score: Raw -9552851.895026 + Penalty 3695.625214 = -9549156.269811
  nChanged 7
		SP:Iteration 185Q (8018.610000 sec): 3 clusters
  Score: Raw -9552852.957827 + Penalty 3695.625214 = -9549157.332613
  nChanged 5
		SP:Iteration 186Q (8019.140000 sec): 3 clusters
  Score: Raw -9552853.481055 + Penalty 3695.625214 = -9549157.855841
  nChanged 4
		SP:Iteration 187Q (8019.800000 sec): 3 clusters
  Score: Raw -9552853.923036 + Penalty 3695.625214 = -9549158.297821
  nChanged 6
		SP:Iteration 188Q (8020.360000 sec): 3 clusters
  Score: Raw -9552854.753984 + Penalty 3695.625214 = -9549159.128769
  nChanged 1
		SP:Iteration 189Q (8020.900000 sec): 3 clusters
  Score: Raw -9552854.905917 + Penalty 3695.625214 = -9549159.280703
  nChanged 1
		SP:Iteration 190Q (8021.410000 sec): 3 clusters
  Score: Raw -9552854.971976 + Penalty 3695.625214 = -9549159.346762
  nChanged 0
		SP:Iteration 191F (8021.990000 sec): 3 clusters
  Score: Raw -9552854.971976 + Penalty 3695.625214 = -9549159.346762
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (26740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8022.210000 sec): 2 clusters
  Score: Raw -2871114.684477 + Penalty 1656.511326 = -2869458.173152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8022.500000 sec): 3 clusters
  Score: Raw -2854832.452839 + Penalty 3313.022651 = -2851519.430188
  nChanged 12260
		SP:Iteration 1F (8022.810000 sec): 3 clusters
  Score: Raw -2862393.824732 + Penalty 3313.022651 = -2859080.802080
  nChanged 1918
		SP:Iteration 2F (8023.130000 sec): 3 clusters
  Score: Raw -2863652.841137 + Penalty 3313.022651 = -2860339.818486
  nChanged 1903
		SP:Iteration 3F (8023.450000 sec): 3 clusters
  Score: Raw -2864933.369878 + Penalty 3313.022651 = -2861620.347226
  nChanged 1733
		SP:Iteration 4F (8023.730000 sec): 3 clusters
  Score: Raw -2866151.587891 + Penalty 3313.022651 = -2862838.565239
  nChanged 1585
		SP:Iteration 5F (8024.060000 sec): 3 clusters
  Score: Raw -2867355.001615 + Penalty 3313.022651 = -2864041.978963
  nChanged 1402
		SP:Iteration 6F (8024.340000 sec): 3 clusters
  Score: Raw -2868419.632439 + Penalty 3313.022651 = -2865106.609788
  nChanged 1142
		SP:Iteration 7Q (8024.670000 sec): 3 clusters
  Score: Raw -2869113.708216 + Penalty 3313.022651 = -2865800.685564
  nChanged 856
		SP:Iteration 8Q (8024.980000 sec): 3 clusters
  Score: Raw -2869519.992111 + Penalty 3313.022651 = -2866206.969460
  nChanged 579
		SP:Iteration 9Q (8025.320000 sec): 3 clusters
  Score: Raw -2869728.301717 + Penalty 3313.022651 = -2866415.279066
  nChanged 436
		SP:Iteration 10Q (8025.640000 sec): 3 clusters
  Score: Raw -2869873.393486 + Penalty 3313.022651 = -2866560.370835
  nChanged 359
		SP:Iteration 11Q (8025.940000 sec): 3 clusters
  Score: Raw -2869980.822951 + Penalty 3313.022651 = -2866667.800299
  nChanged 333
		SP:Iteration 12Q (8026.250000 sec): 3 clusters
  Score: Raw -2870073.525231 + Penalty 3313.022651 = -2866760.502579
  nChanged 284
		SP:Iteration 13Q (8026.570000 sec): 3 clusters
  Score: Raw -2870152.813048 + Penalty 3313.022651 = -2866839.790397
  nChanged 245
		SP:Iteration 14Q (8026.890000 sec): 3 clusters
  Score: Raw -2870222.173780 + Penalty 3313.022651 = -2866909.151129
  nChanged 253
		SP:Iteration 15Q (8027.190000 sec): 3 clusters
  Score: Raw -2870297.055975 + Penalty 3313.022651 = -2866984.033324
  nChanged 261
		SP:Iteration 16Q (8027.520000 sec): 3 clusters
  Score: Raw -2870371.984268 + Penalty 3313.022651 = -2867058.961617
  nChanged 218
		SP:Iteration 17Q (8027.820000 sec): 3 clusters
  Score: Raw -2870435.296735 + Penalty 3313.022651 = -2867122.274084
  nChanged 222
		SP:Iteration 18Q (8028.140000 sec): 3 clusters
  Score: Raw -2870507.490167 + Penalty 3313.022651 = -2867194.467515
  nChanged 227
		SP:Iteration 19Q (8028.410000 sec): 3 clusters
  Score: Raw -2870581.462291 + Penalty 3313.022651 = -2867268.439640
  nChanged 219
		SP:Iteration 20F (8028.770000 sec): 3 clusters
  Score: Raw -2870651.535696 + Penalty 3313.022651 = -2867338.513044
  nChanged 189
		SP:Iteration 21Q (8029.060000 sec): 3 clusters
  Score: Raw -2870704.087583 + Penalty 3313.022651 = -2867391.064932
  nChanged 188
		SP:Iteration 22Q (8029.340000 sec): 3 clusters
  Score: Raw -2870757.716083 + Penalty 3313.022651 = -2867444.693431
  nChanged 176
		SP:Iteration 23Q (8029.640000 sec): 3 clusters
  Score: Raw -2870802.587713 + Penalty 3313.022651 = -2867489.565061
  nChanged 172
		SP:Iteration 24Q (8029.930000 sec): 3 clusters
  Score: Raw -2870849.819992 + Penalty 3313.022651 = -2867536.797340
  nChanged 156
		SP:Iteration 25Q (8030.280000 sec): 3 clusters
  Score: Raw -2870892.109183 + Penalty 3313.022651 = -2867579.086532
  nChanged 140
		SP:Iteration 26Q (8030.630000 sec): 3 clusters
  Score: Raw -2870926.712979 + Penalty 3313.022651 = -2867613.690327
  nChanged 133
		SP:Iteration 27Q (8030.940000 sec): 3 clusters
  Score: Raw -2870954.202863 + Penalty 3313.022651 = -2867641.180212
  nChanged 121
		SP:Iteration 28Q (8031.270000 sec): 3 clusters
  Score: Raw -2870984.584463 + Penalty 3313.022651 = -2867671.561811
  nChanged 128
		SP:Iteration 29Q (8031.620000 sec): 3 clusters
  Score: Raw -2871018.685066 + Penalty 3313.022651 = -2867705.662414
  nChanged 134
		SP:Iteration 30Q (8031.880000 sec): 3 clusters
  Score: Raw -2871054.458546 + Penalty 3313.022651 = -2867741.435895
  nChanged 122
		SP:Iteration 31Q (8032.190000 sec): 3 clusters
  Score: Raw -2871086.597428 + Penalty 3313.022651 = -2867773.574777
  nChanged 129
		SP:Iteration 32Q (8032.490000 sec): 3 clusters
  Score: Raw -2871119.791300 + Penalty 3313.022651 = -2867806.768649
  nChanged 113
		SP:Iteration 33Q (8032.760000 sec): 3 clusters
  Score: Raw -2871147.127797 + Penalty 3313.022651 = -2867834.105146
  nChanged 100
		SP:Iteration 34Q (8033.100000 sec): 3 clusters
  Score: Raw -2871171.232674 + Penalty 3313.022651 = -2867858.210022
  nChanged 83
		SP:Iteration 35Q (8033.410000 sec): 3 clusters
  Score: Raw -2871190.574082 + Penalty 3313.022651 = -2867877.551431
  nChanged 79
		SP:Iteration 36Q (8033.680000 sec): 3 clusters
  Score: Raw -2871209.172047 + Penalty 3313.022651 = -2867896.149395
  nChanged 75
		SP:Iteration 37Q (8034.030000 sec): 3 clusters
  Score: Raw -2871228.723891 + Penalty 3313.022651 = -2867915.701239
  nChanged 80
		SP:Iteration 38Q (8034.380000 sec): 3 clusters
  Score: Raw -2871252.203989 + Penalty 3313.022651 = -2867939.181337
  nChanged 80
		SP:Iteration 39Q (8034.720000 sec): 3 clusters
  Score: Raw -2871276.403633 + Penalty 3313.022651 = -2867963.380982
  nChanged 85
		SP:Iteration 40F (8035.070000 sec): 3 clusters
  Score: Raw -2871300.014278 + Penalty 3313.022651 = -2867986.991626
  nChanged 85
		SP:Iteration 41Q (8035.430000 sec): 3 clusters
  Score: Raw -2871326.012483 + Penalty 3313.022651 = -2868012.989832
  nChanged 83
		SP:Iteration 42Q (8035.760000 sec): 3 clusters
  Score: Raw -2871349.576860 + Penalty 3313.022651 = -2868036.554209
  nChanged 75
		SP:Iteration 43Q (8036.050000 sec): 3 clusters
  Score: Raw -2871378.892707 + Penalty 3313.022651 = -2868065.870055
  nChanged 92
		SP:Iteration 44Q (8036.440000 sec): 3 clusters
  Score: Raw -2871416.892903 + Penalty 3313.022651 = -2868103.870251
  nChanged 87
		SP:Iteration 45Q (8036.720000 sec): 3 clusters
  Score: Raw -2871456.035860 + Penalty 3313.022651 = -2868143.013209
  nChanged 97
		SP:Iteration 46Q (8037.080000 sec): 3 clusters
  Score: Raw -2871505.599300 + Penalty 3313.022651 = -2868192.576649
  nChanged 82
		SP:Iteration 47Q (8037.400000 sec): 3 clusters
  Score: Raw -2871547.777311 + Penalty 3313.022651 = -2868234.754660
  nChanged 76
		SP:Iteration 48Q (8037.720000 sec): 3 clusters
  Score: Raw -2871592.886627 + Penalty 3313.022651 = -2868279.863976
  nChanged 87
		SP:Iteration 49Q (8038.080000 sec): 3 clusters
  Score: Raw -2871641.911625 + Penalty 3313.022651 = -2868328.888973
  nChanged 72
		SP:Iteration 50Q (8038.410000 sec): 3 clusters
  Score: Raw -2871678.403391 + Penalty 3313.022651 = -2868365.380740
  nChanged 69
		SP:Iteration 51Q (8038.720000 sec): 3 clusters
  Score: Raw -2871713.121661 + Penalty 3313.022651 = -2868400.099010
  nChanged 61
		SP:Iteration 52Q (8039.030000 sec): 3 clusters
  Score: Raw -2871741.558792 + Penalty 3313.022651 = -2868428.536140
  nChanged 49
		SP:Iteration 53Q (8039.360000 sec): 3 clusters
  Score: Raw -2871761.595052 + Penalty 3313.022651 = -2868448.572401
  nChanged 44
		SP:Iteration 54Q (8039.640000 sec): 3 clusters
  Score: Raw -2871776.583292 + Penalty 3313.022651 = -2868463.560641
  nChanged 21
		SP:Iteration 55Q (8039.980000 sec): 3 clusters
  Score: Raw -2871782.194075 + Penalty 3313.022651 = -2868469.171424
  nChanged 22
		SP:Iteration 56Q (8040.320000 sec): 3 clusters
  Score: Raw -2871786.699702 + Penalty 3313.022651 = -2868473.677051
  nChanged 11
		SP:Iteration 57Q (8040.620000 sec): 3 clusters
  Score: Raw -2871789.714708 + Penalty 3313.022651 = -2868476.692056
  nChanged 13
		SP:Iteration 58Q (8040.910000 sec): 3 clusters
  Score: Raw -2871793.006892 + Penalty 3313.022651 = -2868479.984241
  nChanged 10
		SP:Iteration 59Q (8041.250000 sec): 3 clusters
  Score: Raw -2871794.992473 + Penalty 3313.022651 = -2868481.969822
  nChanged 8
		SP:Iteration 60F (8041.560000 sec): 3 clusters
  Score: Raw -2871796.683808 + Penalty 3313.022651 = -2868483.661157
  nChanged 4
		SP:Iteration 61Q (8041.840000 sec): 3 clusters
  Score: Raw -2871797.392518 + Penalty 3313.022651 = -2868484.369867
  nChanged 5
		SP:Iteration 62Q (8042.180000 sec): 3 clusters
  Score: Raw -2871798.571589 + Penalty 3313.022651 = -2868485.548938
  nChanged 6
		SP:Iteration 63Q (8042.510000 sec): 3 clusters
  Score: Raw -2871799.987759 + Penalty 3313.022651 = -2868486.965107
  nChanged 5
		SP:Iteration 64Q (8042.850000 sec): 3 clusters
  Score: Raw -2871800.973835 + Penalty 3313.022651 = -2868487.951183
  nChanged 4
		SP:Iteration 65Q (8043.170000 sec): 3 clusters
  Score: Raw -2871802.344949 + Penalty 3313.022651 = -2868489.322297
  nChanged 3
		SP:Iteration 66Q (8043.420000 sec): 3 clusters
  Score: Raw -2871803.165578 + Penalty 3313.022651 = -2868490.142927
  nChanged 1
		SP:Iteration 67Q (8043.750000 sec): 3 clusters
  Score: Raw -2871803.439766 + Penalty 3313.022651 = -2868490.417114
  nChanged 1
		SP:Iteration 68Q (8044.040000 sec): 3 clusters
  Score: Raw -2871803.687464 + Penalty 3313.022651 = -2868490.664812
  nChanged 2
		SP:Iteration 69Q (8044.350000 sec): 3 clusters
  Score: Raw -2871803.982905 + Penalty 3313.022651 = -2868490.960254
  nChanged 3
		SP:Iteration 70Q (8044.680000 sec): 3 clusters
  Score: Raw -2871804.443659 + Penalty 3313.022651 = -2868491.421007
  nChanged 2
		SP:Iteration 71Q (8044.940000 sec): 3 clusters
  Score: Raw -2871805.060179 + Penalty 3313.022651 = -2868492.037528
  nChanged 5
		SP:Iteration 72Q (8045.240000 sec): 3 clusters
  Score: Raw -2871805.908898 + Penalty 3313.022651 = -2868492.886246
  nChanged 2
		SP:Iteration 73Q (8045.550000 sec): 3 clusters
  Score: Raw -2871806.358211 + Penalty 3313.022651 = -2868493.335559
  nChanged 1
		SP:Iteration 74Q (8045.840000 sec): 3 clusters
  Score: Raw -2871807.381692 + Penalty 3313.022651 = -2868494.359041
  nChanged 2
		SP:Iteration 75Q (8046.190000 sec): 3 clusters
  Score: Raw -2871808.118912 + Penalty 3313.022651 = -2868495.096260
  nChanged 1
		SP:Iteration 76Q (8046.490000 sec): 3 clusters
  Score: Raw -2871808.669860 + Penalty 3313.022651 = -2868495.647209
  nChanged 0
		SP:Iteration 77F (8046.770000 sec): 3 clusters
  Score: Raw -2871808.669860 + Penalty 3313.022651 = -2868495.647209
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (10731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8046.940000 sec): 2 clusters
  Score: Raw -1073769.818268 + Penalty 1508.144955 = -1072261.673314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8047.200000 sec): 3 clusters
  Score: Raw -1067651.329764 + Penalty 3016.289909 = -1064635.039855
  nChanged 4680
		SP:Iteration 1F (8047.450000 sec): 3 clusters
  Score: Raw -1070233.605812 + Penalty 3016.289909 = -1067217.315903
  nChanged 692
		SP:Iteration 2F (8047.660000 sec): 3 clusters
  Score: Raw -1070636.343400 + Penalty 3016.289909 = -1067620.053491
  nChanged 674
		SP:Iteration 3F (8047.960000 sec): 3 clusters
  Score: Raw -1071058.806804 + Penalty 3016.289909 = -1068042.516895
  nChanged 660
		SP:Iteration 4F (8048.190000 sec): 3 clusters
  Score: Raw -1071483.744984 + Penalty 3016.289909 = -1068467.455075
  nChanged 596
		SP:Iteration 5F (8048.480000 sec): 3 clusters
  Score: Raw -1071896.213338 + Penalty 3016.289909 = -1068879.923429
  nChanged 552
		SP:Iteration 6F (8048.690000 sec): 3 clusters
  Score: Raw -1072299.097145 + Penalty 3016.289909 = -1069282.807236
  nChanged 526
		SP:Iteration 7Q (8048.940000 sec): 3 clusters
  Score: Raw -1072699.469599 + Penalty 3016.289909 = -1069683.179690
  nChanged 473
		SP:Iteration 8Q (8049.170000 sec): 3 clusters
  Score: Raw -1073025.490084 + Penalty 3016.289909 = -1070009.200175
  nChanged 388
		SP:Iteration 9Q (8049.400000 sec): 3 clusters
  Score: Raw -1073286.794345 + Penalty 3016.289909 = -1070270.504436
  nChanged 307
		SP:Iteration 10Q (8049.630000 sec): 3 clusters
  Score: Raw -1073466.704555 + Penalty 3016.289909 = -1070450.414646
  nChanged 243
		SP:Iteration 11Q (8049.880000 sec): 3 clusters
  Score: Raw -1073587.623866 + Penalty 3016.289909 = -1070571.333957
  nChanged 219
		SP:Iteration 12Q (8050.100000 sec): 3 clusters
  Score: Raw -1073684.915141 + Penalty 3016.289909 = -1070668.625232
  nChanged 192
		SP:Iteration 13Q (8050.350000 sec): 3 clusters
  Score: Raw -1073789.221835 + Penalty 3016.289909 = -1070772.931926
  nChanged 176
		SP:Iteration 14Q (8050.550000 sec): 3 clusters
  Score: Raw -1073872.813749 + Penalty 3016.289909 = -1070856.523840
  nChanged 150
		SP:Iteration 15Q (8050.810000 sec): 3 clusters
  Score: Raw -1073942.999608 + Penalty 3016.289909 = -1070926.709699
  nChanged 133
		SP:Iteration 16Q (8051.020000 sec): 3 clusters
  Score: Raw -1074008.461062 + Penalty 3016.289909 = -1070992.171153
  nChanged 127
		SP:Iteration 17Q (8051.270000 sec): 3 clusters
  Score: Raw -1074065.007243 + Penalty 3016.289909 = -1071048.717334
  nChanged 110
		SP:Iteration 18Q (8051.480000 sec): 3 clusters
  Score: Raw -1074110.611612 + Penalty 3016.289909 = -1071094.321703
  nChanged 87
		SP:Iteration 19Q (8051.690000 sec): 3 clusters
  Score: Raw -1074146.679531 + Penalty 3016.289909 = -1071130.389622
  nChanged 62
		SP:Iteration 20F (8051.880000 sec): 3 clusters
  Score: Raw -1074171.161486 + Penalty 3016.289909 = -1071154.871577
  nChanged 55
		SP:Iteration 21Q (8052.060000 sec): 3 clusters
  Score: Raw -1074192.676156 + Penalty 3016.289909 = -1071176.386247
  nChanged 44
		SP:Iteration 22Q (8052.300000 sec): 3 clusters
  Score: Raw -1074206.166142 + Penalty 3016.289909 = -1071189.876232
  nChanged 42
		SP:Iteration 23Q (8052.560000 sec): 3 clusters
  Score: Raw -1074217.829183 + Penalty 3016.289909 = -1071201.539274
  nChanged 28
		SP:Iteration 24Q (8052.800000 sec): 3 clusters
  Score: Raw -1074224.265564 + Penalty 3016.289909 = -1071207.975655
  nChanged 20
		SP:Iteration 25Q (8053.020000 sec): 3 clusters
  Score: Raw -1074230.362346 + Penalty 3016.289909 = -1071214.072437
  nChanged 14
		SP:Iteration 26Q (8053.300000 sec): 3 clusters
  Score: Raw -1074236.447622 + Penalty 3016.289909 = -1071220.157713
  nChanged 26
		SP:Iteration 27Q (8053.540000 sec): 3 clusters
  Score: Raw -1074245.524624 + Penalty 3016.289909 = -1071229.234714
  nChanged 25
		SP:Iteration 28Q (8053.740000 sec): 3 clusters
  Score: Raw -1074251.825559 + Penalty 3016.289909 = -1071235.535650
  nChanged 21
		SP:Iteration 29Q (8054.000000 sec): 3 clusters
  Score: Raw -1074257.866018 + Penalty 3016.289909 = -1071241.576109
  nChanged 16
		SP:Iteration 30Q (8054.210000 sec): 3 clusters
  Score: Raw -1074262.834890 + Penalty 3016.289909 = -1071246.544981
  nChanged 9
		SP:Iteration 31Q (8054.480000 sec): 3 clusters
  Score: Raw -1074265.496113 + Penalty 3016.289909 = -1071249.206204
  nChanged 7
		SP:Iteration 32Q (8054.700000 sec): 3 clusters
  Score: Raw -1074267.338036 + Penalty 3016.289909 = -1071251.048127
  nChanged 11
		SP:Iteration 33Q (8054.950000 sec): 3 clusters
  Score: Raw -1074270.459290 + Penalty 3016.289909 = -1071254.169381
  nChanged 11
		SP:Iteration 34Q (8055.170000 sec): 3 clusters
  Score: Raw -1074272.743220 + Penalty 3016.289909 = -1071256.453311
  nChanged 7
		SP:Iteration 35Q (8055.420000 sec): 3 clusters
  Score: Raw -1074273.905690 + Penalty 3016.289909 = -1071257.615780
  nChanged 5
		SP:Iteration 36Q (8055.710000 sec): 3 clusters
  Score: Raw -1074274.854507 + Penalty 3016.289909 = -1071258.564598
  nChanged 3
		SP:Iteration 37Q (8055.950000 sec): 3 clusters
  Score: Raw -1074275.539771 + Penalty 3016.289909 = -1071259.249862
  nChanged 4
		SP:Iteration 38Q (8056.220000 sec): 3 clusters
  Score: Raw -1074277.705300 + Penalty 3016.289909 = -1071261.415390
  nChanged 8
		SP:Iteration 39Q (8056.440000 sec): 3 clusters
  Score: Raw -1074280.635862 + Penalty 3016.289909 = -1071264.345953
  nChanged 3
		SP:Iteration 40F (8056.680000 sec): 3 clusters
  Score: Raw -1074281.643258 + Penalty 3016.289909 = -1071265.353349
  nChanged 3
		SP:Iteration 41Q (8056.910000 sec): 3 clusters
  Score: Raw -1074282.592538 + Penalty 3016.289909 = -1071266.302629
  nChanged 2
		SP:Iteration 42Q (8057.150000 sec): 3 clusters
  Score: Raw -1074283.664770 + Penalty 3016.289909 = -1071267.374861
  nChanged 6
		SP:Iteration 43Q (8057.390000 sec): 3 clusters
  Score: Raw -1074284.954399 + Penalty 3016.289909 = -1071268.664490
  nChanged 4
		SP:Iteration 44Q (8057.660000 sec): 3 clusters
  Score: Raw -1074286.062462 + Penalty 3016.289909 = -1071269.772553
  nChanged 3
		SP:Iteration 45Q (8057.890000 sec): 3 clusters
  Score: Raw -1074286.813546 + Penalty 3016.289909 = -1071270.523636
  nChanged 4
		SP:Iteration 46Q (8058.140000 sec): 3 clusters
  Score: Raw -1074288.314535 + Penalty 3016.289909 = -1071272.024626
  nChanged 5
		SP:Iteration 47Q (8058.380000 sec): 3 clusters
  Score: Raw -1074290.916387 + Penalty 3016.289909 = -1071274.626478
  nChanged 9
		SP:Iteration 48Q (8058.640000 sec): 3 clusters
  Score: Raw -1074294.169049 + Penalty 3016.289909 = -1071277.879140
  nChanged 12
		SP:Iteration 49Q (8058.890000 sec): 3 clusters
  Score: Raw -1074297.003222 + Penalty 3016.289909 = -1071280.713313
  nChanged 4
		SP:Iteration 50Q (8059.150000 sec): 3 clusters
  Score: Raw -1074297.880157 + Penalty 3016.289909 = -1071281.590248
  nChanged 3
		SP:Iteration 51Q (8059.360000 sec): 3 clusters
  Score: Raw -1074298.306047 + Penalty 3016.289909 = -1071282.016138
  nChanged 4
		SP:Iteration 52Q (8059.620000 sec): 3 clusters
  Score: Raw -1074298.989196 + Penalty 3016.289909 = -1071282.699287
  nChanged 5
		SP:Iteration 53Q (8059.860000 sec): 3 clusters
  Score: Raw -1074300.140456 + Penalty 3016.289909 = -1071283.850547
  nChanged 5
		SP:Iteration 54Q (8060.050000 sec): 3 clusters
  Score: Raw -1074301.783779 + Penalty 3016.289909 = -1071285.493870
  nChanged 7
		SP:Iteration 55Q (8060.300000 sec): 3 clusters
  Score: Raw -1074303.609947 + Penalty 3016.289909 = -1071287.320038
  nChanged 8
		SP:Iteration 56Q (8060.520000 sec): 3 clusters
  Score: Raw -1074307.325108 + Penalty 3016.289909 = -1071291.035199
  nChanged 11
		SP:Iteration 57Q (8060.780000 sec): 3 clusters
  Score: Raw -1074310.867072 + Penalty 3016.289909 = -1071294.577163
  nChanged 11
		SP:Iteration 58Q (8060.980000 sec): 3 clusters
  Score: Raw -1074314.709691 + Penalty 3016.289909 = -1071298.419782
  nChanged 10
		SP:Iteration 59Q (8061.200000 sec): 3 clusters
  Score: Raw -1074318.066398 + Penalty 3016.289909 = -1071301.776489
  nChanged 6
		SP:Iteration 60F (8061.470000 sec): 3 clusters
  Score: Raw -1074319.652970 + Penalty 3016.289909 = -1071303.363061
  nChanged 7
		SP:Iteration 61Q (8061.680000 sec): 3 clusters
  Score: Raw -1074321.985556 + Penalty 3016.289909 = -1071305.695647
  nChanged 10
		SP:Iteration 62Q (8061.920000 sec): 3 clusters
  Score: Raw -1074325.690700 + Penalty 3016.289909 = -1071309.400791
  nChanged 8
		SP:Iteration 63Q (8062.140000 sec): 3 clusters
  Score: Raw -1074328.049521 + Penalty 3016.289909 = -1071311.759612
  nChanged 7
		SP:Iteration 64Q (8062.370000 sec): 3 clusters
  Score: Raw -1074329.991314 + Penalty 3016.289909 = -1071313.701405
  nChanged 8
		SP:Iteration 65Q (8062.640000 sec): 3 clusters
  Score: Raw -1074332.376607 + Penalty 3016.289909 = -1071316.086698
  nChanged 6
		SP:Iteration 66Q (8062.950000 sec): 3 clusters
  Score: Raw -1074334.194901 + Penalty 3016.289909 = -1071317.904992
  nChanged 6
		SP:Iteration 67Q (8063.220000 sec): 3 clusters
  Score: Raw -1074335.562306 + Penalty 3016.289909 = -1071319.272397
  nChanged 7
		SP:Iteration 68Q (8063.450000 sec): 3 clusters
  Score: Raw -1074336.834805 + Penalty 3016.289909 = -1071320.544896
  nChanged 4
		SP:Iteration 69Q (8063.700000 sec): 3 clusters
  Score: Raw -1074338.008099 + Penalty 3016.289909 = -1071321.718190
  nChanged 4
		SP:Iteration 70Q (8063.930000 sec): 3 clusters
  Score: Raw -1074338.805970 + Penalty 3016.289909 = -1071322.516061
  nChanged 1
		SP:Iteration 71Q (8064.150000 sec): 3 clusters
  Score: Raw -1074338.991615 + Penalty 3016.289909 = -1071322.701706
  nChanged 2
		SP:Iteration 72Q (8064.340000 sec): 3 clusters
  Score: Raw -1074339.357783 + Penalty 3016.289909 = -1071323.067874
  nChanged 2
		SP:Iteration 73Q (8064.560000 sec): 3 clusters
  Score: Raw -1074339.776276 + Penalty 3016.289909 = -1071323.486367
  nChanged 1
		SP:Iteration 74Q (8064.770000 sec): 3 clusters
  Score: Raw -1074339.896199 + Penalty 3016.289909 = -1071323.606290
  nChanged 1
		SP:Iteration 75Q (8065.000000 sec): 3 clusters
  Score: Raw -1074340.062357 + Penalty 3016.289909 = -1071323.772448
  nChanged 0
		SP:Iteration 76F (8065.270000 sec): 3 clusters
  Score: Raw -1074340.062357 + Penalty 3016.289909 = -1071323.772448
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (317123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8066.720000 sec): 2 clusters
  Score: Raw -36496755.878729 + Penalty 2058.394811 = -36494697.483918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8068.320000 sec): 3 clusters
  Score: Raw -36284964.468457 + Penalty 4116.789622 = -36280847.678836
  nChanged 154847
		SP:Iteration 1F (8069.860000 sec): 3 clusters
  Score: Raw -36377735.261181 + Penalty 4116.789622 = -36373618.471559
  nChanged 12221
		SP:Iteration 2Q (8071.680000 sec): 3 clusters
  Score: Raw -36381658.445725 + Penalty 4116.789622 = -36377541.656103
  nChanged 14770
		SP:Iteration 3Q (8073.560000 sec): 3 clusters
  Score: Raw -36388205.781392 + Penalty 4116.789622 = -36384088.991770
  nChanged 18319
		SP:Iteration 4F (8075.170000 sec): 3 clusters
  Score: Raw -36398630.752203 + Penalty 4116.789622 = -36394513.962582
  nChanged 21424
		SP:Iteration 5F (8076.870000 sec): 3 clusters
  Score: Raw -36413371.054161 + Penalty 4116.789622 = -36409254.264540
  nChanged 22727
		SP:Iteration 6F (8078.610000 sec): 3 clusters
  Score: Raw -36431269.204805 + Penalty 4116.789622 = -36427152.415183
  nChanged 21744
		SP:Iteration 7F (8080.230000 sec): 3 clusters
  Score: Raw -36449549.537236 + Penalty 4116.789622 = -36445432.747614
  nChanged 18233
		SP:Iteration 8F (8081.850000 sec): 3 clusters
  Score: Raw -36465006.079532 + Penalty 4116.789622 = -36460889.289910
  nChanged 13827
		SP:Iteration 9Q (8083.580000 sec): 3 clusters
  Score: Raw -36476430.408514 + Penalty 4116.789622 = -36472313.618892
  nChanged 9682
		SP:Iteration 10Q (8085.170000 sec): 3 clusters
  Score: Raw -36483911.109460 + Penalty 4116.789622 = -36479794.319839
  nChanged 6721
		SP:Iteration 11Q (8086.640000 sec): 3 clusters
  Score: Raw -36488709.357629 + Penalty 4116.789622 = -36484592.568007
  nChanged 4746
		SP:Iteration 12Q (8088.130000 sec): 3 clusters
  Score: Raw -36491893.297550 + Penalty 4116.789622 = -36487776.507928
  nChanged 3244
		SP:Iteration 13Q (8089.670000 sec): 3 clusters
  Score: Raw -36493925.606773 + Penalty 4116.789622 = -36489808.817151
  nChanged 2190
		SP:Iteration 14Q (8091.180000 sec): 3 clusters
  Score: Raw -36495262.469877 + Penalty 4116.789622 = -36491145.680255
  nChanged 1464
		SP:Iteration 15Q (8092.630000 sec): 3 clusters
  Score: Raw -36496139.727723 + Penalty 4116.789622 = -36492022.938101
  nChanged 1045
		SP:Iteration 16Q (8094.160000 sec): 3 clusters
  Score: Raw -36496781.991899 + Penalty 4116.789622 = -36492665.202277
  nChanged 711
		SP:Iteration 17Q (8095.670000 sec): 3 clusters
  Score: Raw -36497182.984482 + Penalty 4116.789622 = -36493066.194860
  nChanged 484
		SP:Iteration 18Q (8097.170000 sec): 3 clusters
  Score: Raw -36497428.174970 + Penalty 4116.789622 = -36493311.385348
  nChanged 351
		SP:Iteration 19Q (8098.700000 sec): 3 clusters
  Score: Raw -36497586.192120 + Penalty 4116.789622 = -36493469.402498
  nChanged 280
		SP:Iteration 20F (8100.540000 sec): 3 clusters
  Score: Raw -36497705.425233 + Penalty 4116.789622 = -36493588.635611
  nChanged 208
		SP:Iteration 21Q (8102.090000 sec): 3 clusters
  Score: Raw -36497785.387464 + Penalty 4116.789622 = -36493668.597842
  nChanged 177
		SP:Iteration 22Q (8103.630000 sec): 3 clusters
  Score: Raw -36497849.124791 + Penalty 4116.789622 = -36493732.335170
  nChanged 146
		SP:Iteration 23Q (8105.190000 sec): 3 clusters
  Score: Raw -36497893.007730 + Penalty 4116.789622 = -36493776.218109
  nChanged 118
		SP:Iteration 24Q (8106.670000 sec): 3 clusters
  Score: Raw -36497921.663337 + Penalty 4116.789622 = -36493804.873715
  nChanged 89
		SP:Iteration 25Q (8108.220000 sec): 3 clusters
  Score: Raw -36497945.359225 + Penalty 4116.789622 = -36493828.569604
  nChanged 67
		SP:Iteration 26Q (8109.520000 sec): 3 clusters
  Score: Raw -36497963.683806 + Penalty 4116.789622 = -36493846.894184
  nChanged 51
		SP:Iteration 27Q (8111.010000 sec): 3 clusters
  Score: Raw -36497975.399026 + Penalty 4116.789622 = -36493858.609404
  nChanged 37
		SP:Iteration 28Q (8112.370000 sec): 3 clusters
  Score: Raw -36497984.121939 + Penalty 4116.789622 = -36493867.332318
  nChanged 40
		SP:Iteration 29Q (8113.770000 sec): 3 clusters
  Score: Raw -36497991.670948 + Penalty 4116.789622 = -36493874.881326
  nChanged 35
		SP:Iteration 30Q (8115.170000 sec): 3 clusters
  Score: Raw -36497997.658847 + Penalty 4116.789622 = -36493880.869225
  nChanged 23
		SP:Iteration 31Q (8116.700000 sec): 3 clusters
  Score: Raw -36498000.500778 + Penalty 4116.789622 = -36493883.711156
  nChanged 18
		SP:Iteration 32Q (8118.380000 sec): 3 clusters
  Score: Raw -36498003.020396 + Penalty 4116.789622 = -36493886.230774
  nChanged 14
		SP:Iteration 33Q (8119.830000 sec): 3 clusters
  Score: Raw -36498005.325852 + Penalty 4116.789622 = -36493888.536230
  nChanged 9
		SP:Iteration 34Q (8121.070000 sec): 3 clusters
  Score: Raw -36498006.423458 + Penalty 4116.789622 = -36493889.633836
  nChanged 6
		SP:Iteration 35Q (8122.600000 sec): 3 clusters
  Score: Raw -36498007.279544 + Penalty 4116.789622 = -36493890.489922
  nChanged 8
		SP:Iteration 36Q (8124.080000 sec): 3 clusters
  Score: Raw -36498008.765720 + Penalty 4116.789622 = -36493891.976098
  nChanged 4
		SP:Iteration 37Q (8125.640000 sec): 3 clusters
  Score: Raw -36498009.281611 + Penalty 4116.789622 = -36493892.491989
  nChanged 2
		SP:Iteration 38Q (8127.070000 sec): 3 clusters
  Score: Raw -36498009.610515 + Penalty 4116.789622 = -36493892.820893
  nChanged 1
		SP:Iteration 39Q (8128.590000 sec): 3 clusters
  Score: Raw -36498009.750788 + Penalty 4116.789622 = -36493892.961166
  nChanged 1
		SP:Iteration 40F (8130.360000 sec): 3 clusters
  Score: Raw -36498009.926982 + Penalty 4116.789622 = -36493893.137360
  nChanged 1
		SP:Iteration 41Q (8131.760000 sec): 3 clusters
  Score: Raw -36498010.048215 + Penalty 4116.789622 = -36493893.258593
  nChanged 1
		SP:Iteration 42Q (8133.160000 sec): 3 clusters
  Score: Raw -36498010.105330 + Penalty 4116.789622 = -36493893.315708
  nChanged 0
		SP:Iteration 43F (8134.800000 sec): 3 clusters
  Score: Raw -36498010.105330 + Penalty 4116.789622 = -36493893.315708
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 6 (38781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8135.160000 sec): 2 clusters
  Score: Raw -3890597.028552 + Penalty 1716.923929 = -3888880.104624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8135.480000 sec): 3 clusters
  Score: Raw -3866412.745131 + Penalty 3433.847857 = -3862978.897274
  nChanged 18040
		SP:Iteration 1F (8135.870000 sec): 3 clusters
  Score: Raw -3877860.464821 + Penalty 3433.847857 = -3874426.616963
  nChanged 2647
		SP:Iteration 2F (8136.280000 sec): 3 clusters
  Score: Raw -3879575.396689 + Penalty 3433.847857 = -3876141.548832
  nChanged 2871
		SP:Iteration 3F (8136.680000 sec): 3 clusters
  Score: Raw -3881632.573990 + Penalty 3433.847857 = -3878198.726133
  nChanged 2754
		SP:Iteration 4F (8137.030000 sec): 3 clusters
  Score: Raw -3883548.925499 + Penalty 3433.847857 = -3880115.077642
  nChanged 2502
		SP:Iteration 5F (8137.360000 sec): 3 clusters
  Score: Raw -3885124.836401 + Penalty 3433.847857 = -3881690.988544
  nChanged 2127
		SP:Iteration 6F (8137.720000 sec): 3 clusters
  Score: Raw -3886228.504792 + Penalty 3433.847857 = -3882794.656935
  nChanged 1609
		SP:Iteration 7Q (8138.160000 sec): 3 clusters
  Score: Raw -3886927.180588 + Penalty 3433.847857 = -3883493.332731
  nChanged 1161
		SP:Iteration 8Q (8138.560000 sec): 3 clusters
  Score: Raw -3887307.810174 + Penalty 3433.847857 = -3883873.962317
  nChanged 851
		SP:Iteration 9Q (8138.960000 sec): 3 clusters
  Score: Raw -3887514.287115 + Penalty 3433.847857 = -3884080.439258
  nChanged 595
		SP:Iteration 10Q (8139.400000 sec): 3 clusters
  Score: Raw -3887644.325641 + Penalty 3433.847857 = -3884210.477784
  nChanged 479
		SP:Iteration 11Q (8139.780000 sec): 3 clusters
  Score: Raw -3887742.147321 + Penalty 3433.847857 = -3884308.299464
  nChanged 408
		SP:Iteration 12Q (8140.130000 sec): 3 clusters
  Score: Raw -3887824.538756 + Penalty 3433.847857 = -3884390.690899
  nChanged 349
		SP:Iteration 13Q (8140.460000 sec): 3 clusters
  Score: Raw -3887894.857807 + Penalty 3433.847857 = -3884461.009950
  nChanged 381
		SP:Iteration 14Q (8140.900000 sec): 3 clusters
  Score: Raw -3887972.660441 + Penalty 3433.847857 = -3884538.812584
  nChanged 388
		SP:Iteration 15Q (8141.340000 sec): 3 clusters
  Score: Raw -3888041.743832 + Penalty 3433.847857 = -3884607.895974
  nChanged 350
		SP:Iteration 16Q (8141.720000 sec): 3 clusters
  Score: Raw -3888108.326110 + Penalty 3433.847857 = -3884674.478252
  nChanged 336
		SP:Iteration 17Q (8142.140000 sec): 3 clusters
  Score: Raw -3888169.360117 + Penalty 3433.847857 = -3884735.512260
  nChanged 320
		SP:Iteration 18Q (8142.490000 sec): 3 clusters
  Score: Raw -3888218.148919 + Penalty 3433.847857 = -3884784.301061
  nChanged 274
		SP:Iteration 19Q (8142.920000 sec): 3 clusters
  Score: Raw -3888257.949249 + Penalty 3433.847857 = -3884824.101392
  nChanged 260
		SP:Iteration 20F (8143.240000 sec): 3 clusters
  Score: Raw -3888297.517267 + Penalty 3433.847857 = -3884863.669409
  nChanged 256
		SP:Iteration 21Q (8143.620000 sec): 3 clusters
  Score: Raw -3888335.132549 + Penalty 3433.847857 = -3884901.284691
  nChanged 252
		SP:Iteration 22Q (8144.000000 sec): 3 clusters
  Score: Raw -3888372.427437 + Penalty 3433.847857 = -3884938.579579
  nChanged 256
		SP:Iteration 23Q (8144.330000 sec): 3 clusters
  Score: Raw -3888408.677143 + Penalty 3433.847857 = -3884974.829286
  nChanged 234
		SP:Iteration 24Q (8144.720000 sec): 3 clusters
  Score: Raw -3888441.899059 + Penalty 3433.847857 = -3885008.051202
  nChanged 229
		SP:Iteration 25Q (8145.150000 sec): 3 clusters
  Score: Raw -3888473.159310 + Penalty 3433.847857 = -3885039.311453
  nChanged 192
		SP:Iteration 26Q (8145.580000 sec): 3 clusters
  Score: Raw -3888494.008435 + Penalty 3433.847857 = -3885060.160578
  nChanged 170
		SP:Iteration 27Q (8145.920000 sec): 3 clusters
  Score: Raw -3888510.874485 + Penalty 3433.847857 = -3885077.026627
  nChanged 165
		SP:Iteration 28Q (8146.310000 sec): 3 clusters
  Score: Raw -3888528.001535 + Penalty 3433.847857 = -3885094.153678
  nChanged 169
		SP:Iteration 29Q (8146.690000 sec): 3 clusters
  Score: Raw -3888546.862693 + Penalty 3433.847857 = -3885113.014835
  nChanged 165
		SP:Iteration 30Q (8147.090000 sec): 3 clusters
  Score: Raw -3888563.794693 + Penalty 3433.847857 = -3885129.946836
  nChanged 171
		SP:Iteration 31Q (8147.430000 sec): 3 clusters
  Score: Raw -3888581.665805 + Penalty 3433.847857 = -3885147.817947
  nChanged 168
		SP:Iteration 32Q (8147.780000 sec): 3 clusters
  Score: Raw -3888599.529084 + Penalty 3433.847857 = -3885165.681226
  nChanged 183
		SP:Iteration 33Q (8148.200000 sec): 3 clusters
  Score: Raw -3888619.294522 + Penalty 3433.847857 = -3885185.446665
  nChanged 177
		SP:Iteration 34Q (8148.560000 sec): 3 clusters
  Score: Raw -3888635.580624 + Penalty 3433.847857 = -3885201.732766
  nChanged 154
		SP:Iteration 35Q (8148.920000 sec): 3 clusters
  Score: Raw -3888649.250768 + Penalty 3433.847857 = -3885215.402910
  nChanged 149
		SP:Iteration 36Q (8149.290000 sec): 3 clusters
  Score: Raw -3888661.317638 + Penalty 3433.847857 = -3885227.469780
  nChanged 139
		SP:Iteration 37Q (8149.630000 sec): 3 clusters
  Score: Raw -3888672.758397 + Penalty 3433.847857 = -3885238.910540
  nChanged 129
		SP:Iteration 38Q (8149.990000 sec): 3 clusters
  Score: Raw -3888683.500339 + Penalty 3433.847857 = -3885249.652482
  nChanged 128
		SP:Iteration 39Q (8150.410000 sec): 3 clusters
  Score: Raw -3888694.522302 + Penalty 3433.847857 = -3885260.674445
  nChanged 138
		SP:Iteration 40F (8150.770000 sec): 3 clusters
  Score: Raw -3888706.241237 + Penalty 3433.847857 = -3885272.393380
  nChanged 132
		SP:Iteration 41Q (8151.180000 sec): 3 clusters
  Score: Raw -3888717.401191 + Penalty 3433.847857 = -3885283.553334
  nChanged 134
		SP:Iteration 42Q (8151.580000 sec): 3 clusters
  Score: Raw -3888728.820239 + Penalty 3433.847857 = -3885294.972382
  nChanged 141
		SP:Iteration 43Q (8151.960000 sec): 3 clusters
  Score: Raw -3888739.753694 + Penalty 3433.847857 = -3885305.905837
  nChanged 117
		SP:Iteration 44Q (8152.330000 sec): 3 clusters
  Score: Raw -3888750.191535 + Penalty 3433.847857 = -3885316.343678
  nChanged 124
		SP:Iteration 45Q (8152.730000 sec): 3 clusters
  Score: Raw -3888760.585622 + Penalty 3433.847857 = -3885326.737765
  nChanged 129
		SP:Iteration 46Q (8153.190000 sec): 3 clusters
  Score: Raw -3888770.705017 + Penalty 3433.847857 = -3885336.857160
  nChanged 114
		SP:Iteration 47Q (8153.590000 sec): 3 clusters
  Score: Raw -3888778.744110 + Penalty 3433.847857 = -3885344.896253
  nChanged 101
		SP:Iteration 48Q (8154.000000 sec): 3 clusters
  Score: Raw -3888786.222122 + Penalty 3433.847857 = -3885352.374265
  nChanged 120
		SP:Iteration 49Q (8154.440000 sec): 3 clusters
  Score: Raw -3888795.246975 + Penalty 3433.847857 = -3885361.399118
  nChanged 127
		SP:Iteration 50Q (8154.860000 sec): 3 clusters
  Score: Raw -3888805.426820 + Penalty 3433.847857 = -3885371.578962
  nChanged 137
		SP:Iteration 51Q (8155.280000 sec): 3 clusters
  Score: Raw -3888817.935619 + Penalty 3433.847857 = -3885384.087762
  nChanged 143
		SP:Iteration 52Q (8155.700000 sec): 3 clusters
  Score: Raw -3888830.425959 + Penalty 3433.847857 = -3885396.578101
  nChanged 154
		SP:Iteration 53Q (8156.110000 sec): 3 clusters
  Score: Raw -3888842.956744 + Penalty 3433.847857 = -3885409.108887
  nChanged 153
		SP:Iteration 54Q (8156.510000 sec): 3 clusters
  Score: Raw -3888854.009190 + Penalty 3433.847857 = -3885420.161333
  nChanged 134
		SP:Iteration 55Q (8156.890000 sec): 3 clusters
  Score: Raw -3888864.148174 + Penalty 3433.847857 = -3885430.300317
  nChanged 148
		SP:Iteration 56Q (8157.360000 sec): 3 clusters
  Score: Raw -3888877.378633 + Penalty 3433.847857 = -3885443.530776
  nChanged 151
		SP:Iteration 57Q (8157.790000 sec): 3 clusters
  Score: Raw -3888891.878401 + Penalty 3433.847857 = -3885458.030543
  nChanged 189
		SP:Iteration 58Q (8158.160000 sec): 3 clusters
  Score: Raw -3888913.063092 + Penalty 3433.847857 = -3885479.215235
  nChanged 200
		SP:Iteration 59Q (8158.550000 sec): 3 clusters
  Score: Raw -3888937.144065 + Penalty 3433.847857 = -3885503.296208
  nChanged 213
		SP:Iteration 60F (8158.920000 sec): 3 clusters
  Score: Raw -3888961.374371 + Penalty 3433.847857 = -3885527.526514
  nChanged 197
		SP:Iteration 61Q (8159.330000 sec): 3 clusters
  Score: Raw -3888982.234686 + Penalty 3433.847857 = -3885548.386828
  nChanged 215
		SP:Iteration 62Q (8159.710000 sec): 3 clusters
  Score: Raw -3889005.698299 + Penalty 3433.847857 = -3885571.850442
  nChanged 226
		SP:Iteration 63Q (8160.130000 sec): 3 clusters
  Score: Raw -3889032.448178 + Penalty 3433.847857 = -3885598.600320
  nChanged 228
		SP:Iteration 64Q (8160.550000 sec): 3 clusters
  Score: Raw -3889061.524254 + Penalty 3433.847857 = -3885627.676397
  nChanged 245
		SP:Iteration 65Q (8160.920000 sec): 3 clusters
  Score: Raw -3889092.612163 + Penalty 3433.847857 = -3885658.764306
  nChanged 238
		SP:Iteration 66Q (8161.330000 sec): 3 clusters
  Score: Raw -3889123.195508 + Penalty 3433.847857 = -3885689.347650
  nChanged 258
		SP:Iteration 67Q (8161.670000 sec): 3 clusters
  Score: Raw -3889160.597726 + Penalty 3433.847857 = -3885726.749869
  nChanged 284
		SP:Iteration 68Q (8162.070000 sec): 3 clusters
  Score: Raw -3889198.958866 + Penalty 3433.847857 = -3885765.111008
  nChanged 267
		SP:Iteration 69Q (8162.440000 sec): 3 clusters
  Score: Raw -3889236.886775 + Penalty 3433.847857 = -3885803.038918
  nChanged 260
		SP:Iteration 70Q (8162.830000 sec): 3 clusters
  Score: Raw -3889278.121699 + Penalty 3433.847857 = -3885844.273841
  nChanged 307
		SP:Iteration 71Q (8163.200000 sec): 3 clusters
  Score: Raw -3889332.554295 + Penalty 3433.847857 = -3885898.706437
  nChanged 317
		SP:Iteration 72Q (8163.620000 sec): 3 clusters
  Score: Raw -3889394.714621 + Penalty 3433.847857 = -3885960.866763
  nChanged 342
		SP:Iteration 73Q (8163.980000 sec): 3 clusters
  Score: Raw -3889462.153956 + Penalty 3433.847857 = -3886028.306099
  nChanged 367
		SP:Iteration 74Q (8164.410000 sec): 3 clusters
  Score: Raw -3889541.435490 + Penalty 3433.847857 = -3886107.587632
  nChanged 387
		SP:Iteration 75Q (8164.770000 sec): 3 clusters
  Score: Raw -3889634.776807 + Penalty 3433.847857 = -3886200.928949
  nChanged 434
		SP:Iteration 76Q (8165.150000 sec): 3 clusters
  Score: Raw -3889748.944843 + Penalty 3433.847857 = -3886315.096986
  nChanged 455
		SP:Iteration 77Q (8165.520000 sec): 3 clusters
  Score: Raw -3889873.096260 + Penalty 3433.847857 = -3886439.248402
  nChanged 446
		SP:Iteration 78Q (8165.860000 sec): 3 clusters
  Score: Raw -3889994.043161 + Penalty 3433.847857 = -3886560.195304
  nChanged 460
		SP:Iteration 79Q (8166.230000 sec): 3 clusters
  Score: Raw -3890121.044224 + Penalty 3433.847857 = -3886687.196367
  nChanged 464
		SP:Iteration 80F (8166.590000 sec): 3 clusters
  Score: Raw -3890251.391464 + Penalty 3433.847857 = -3886817.543606
  nChanged 469
		SP:Iteration 81Q (8166.960000 sec): 3 clusters
  Score: Raw -3890392.472195 + Penalty 3433.847857 = -3886958.624338
  nChanged 488
		SP:Iteration 82Q (8167.310000 sec): 3 clusters
  Score: Raw -3890550.990440 + Penalty 3433.847857 = -3887117.142583
  nChanged 481
		SP:Iteration 83Q (8167.620000 sec): 3 clusters
  Score: Raw -3890705.256398 + Penalty 3433.847857 = -3887271.408540
  nChanged 443
		SP:Iteration 84Q (8167.960000 sec): 3 clusters
  Score: Raw -3890853.083403 + Penalty 3433.847857 = -3887419.235546
  nChanged 412
		SP:Iteration 85Q (8168.270000 sec): 3 clusters
  Score: Raw -3890996.217664 + Penalty 3433.847857 = -3887562.369807
  nChanged 394
		SP:Iteration 86Q (8168.610000 sec): 3 clusters
  Score: Raw -3891125.377494 + Penalty 3433.847857 = -3887691.529637
  nChanged 377
		SP:Iteration 87Q (8168.980000 sec): 3 clusters
  Score: Raw -3891243.470360 + Penalty 3433.847857 = -3887809.622503
  nChanged 331
		SP:Iteration 88Q (8169.340000 sec): 3 clusters
  Score: Raw -3891340.766693 + Penalty 3433.847857 = -3887906.918835
  nChanged 289
		SP:Iteration 89Q (8169.680000 sec): 3 clusters
  Score: Raw -3891421.107825 + Penalty 3433.847857 = -3887987.259968
  nChanged 244
		SP:Iteration 90Q (8170.040000 sec): 3 clusters
  Score: Raw -3891485.057698 + Penalty 3433.847857 = -3888051.209840
  nChanged 193
		SP:Iteration 91Q (8170.460000 sec): 3 clusters
  Score: Raw -3891534.813052 + Penalty 3433.847857 = -3888100.965195
  nChanged 164
		SP:Iteration 92Q (8170.780000 sec): 3 clusters
  Score: Raw -3891576.295689 + Penalty 3433.847857 = -3888142.447831
  nChanged 157
		SP:Iteration 93Q (8171.160000 sec): 3 clusters
  Score: Raw -3891611.509586 + Penalty 3433.847857 = -3888177.661729
  nChanged 140
		SP:Iteration 94Q (8171.520000 sec): 3 clusters
  Score: Raw -3891641.860551 + Penalty 3433.847857 = -3888208.012694
  nChanged 121
		SP:Iteration 95Q (8171.860000 sec): 3 clusters
  Score: Raw -3891668.924817 + Penalty 3433.847857 = -3888235.076960
  nChanged 116
		SP:Iteration 96Q (8172.270000 sec): 3 clusters
  Score: Raw -3891695.319351 + Penalty 3433.847857 = -3888261.471494
  nChanged 107
		SP:Iteration 97Q (8172.620000 sec): 3 clusters
  Score: Raw -3891720.980595 + Penalty 3433.847857 = -3888287.132738
  nChanged 89
		SP:Iteration 98Q (8172.900000 sec): 3 clusters
  Score: Raw -3891742.256654 + Penalty 3433.847857 = -3888308.408797
  nChanged 74
		SP:Iteration 99Q (8173.300000 sec): 3 clusters
  Score: Raw -3891756.720229 + Penalty 3433.847857 = -3888322.872371
  nChanged 67
		SP:Iteration 100F (8173.630000 sec): 3 clusters
  Score: Raw -3891772.348638 + Penalty 3433.847857 = -3888338.500781
  nChanged 57
		SP:Iteration 101Q (8173.980000 sec): 3 clusters
  Score: Raw -3891791.305336 + Penalty 3433.847857 = -3888357.457479
  nChanged 65
		SP:Iteration 102Q (8174.360000 sec): 3 clusters
  Score: Raw -3891816.809014 + Penalty 3433.847857 = -3888382.961157
  nChanged 64
		SP:Iteration 103Q (8174.760000 sec): 3 clusters
  Score: Raw -3891837.171207 + Penalty 3433.847857 = -3888403.323350
  nChanged 68
		SP:Iteration 104Q (8175.160000 sec): 3 clusters
  Score: Raw -3891856.981907 + Penalty 3433.847857 = -3888423.134049
  nChanged 75
		SP:Iteration 105Q (8175.440000 sec): 3 clusters
  Score: Raw -3891878.443641 + Penalty 3433.847857 = -3888444.595784
  nChanged 74
		SP:Iteration 106Q (8175.800000 sec): 3 clusters
  Score: Raw -3891896.998286 + Penalty 3433.847857 = -3888463.150428
  nChanged 57
		SP:Iteration 107Q (8176.140000 sec): 3 clusters
  Score: Raw -3891914.041896 + Penalty 3433.847857 = -3888480.194039
  nChanged 58
		SP:Iteration 108Q (8176.480000 sec): 3 clusters
  Score: Raw -3891928.932429 + Penalty 3433.847857 = -3888495.084572
  nChanged 57
		SP:Iteration 109Q (8176.860000 sec): 3 clusters
  Score: Raw -3891943.863791 + Penalty 3433.847857 = -3888510.015934
  nChanged 56
		SP:Iteration 110Q (8177.280000 sec): 3 clusters
  Score: Raw -3891959.451148 + Penalty 3433.847857 = -3888525.603291
  nChanged 50
		SP:Iteration 111Q (8177.650000 sec): 3 clusters
  Score: Raw -3891970.200811 + Penalty 3433.847857 = -3888536.352954
  nChanged 38
		SP:Iteration 112Q (8177.970000 sec): 3 clusters
  Score: Raw -3891978.434077 + Penalty 3433.847857 = -3888544.586219
  nChanged 39
		SP:Iteration 113Q (8178.350000 sec): 3 clusters
  Score: Raw -3891986.486974 + Penalty 3433.847857 = -3888552.639116
  nChanged 34
		SP:Iteration 114Q (8178.730000 sec): 3 clusters
  Score: Raw -3891993.594720 + Penalty 3433.847857 = -3888559.746863
  nChanged 25
		SP:Iteration 115Q (8179.110000 sec): 3 clusters
  Score: Raw -3891998.533568 + Penalty 3433.847857 = -3888564.685711
  nChanged 23
		SP:Iteration 116Q (8179.490000 sec): 3 clusters
  Score: Raw -3892002.516401 + Penalty 3433.847857 = -3888568.668543
  nChanged 25
		SP:Iteration 117Q (8179.880000 sec): 3 clusters
  Score: Raw -3892006.354347 + Penalty 3433.847857 = -3888572.506490
  nChanged 18
		SP:Iteration 118Q (8180.260000 sec): 3 clusters
  Score: Raw -3892008.571685 + Penalty 3433.847857 = -3888574.723828
  nChanged 13
		SP:Iteration 119Q (8180.650000 sec): 3 clusters
  Score: Raw -3892010.396162 + Penalty 3433.847857 = -3888576.548305
  nChanged 8
		SP:Iteration 120F (8180.990000 sec): 3 clusters
  Score: Raw -3892011.730362 + Penalty 3433.847857 = -3888577.882505
  nChanged 7
		SP:Iteration 121Q (8181.290000 sec): 3 clusters
  Score: Raw -3892013.213698 + Penalty 3433.847857 = -3888579.365841
  nChanged 9
		SP:Iteration 122Q (8181.670000 sec): 3 clusters
  Score: Raw -3892014.171264 + Penalty 3433.847857 = -3888580.323407
  nChanged 3
		SP:Iteration 123Q (8182.030000 sec): 3 clusters
  Score: Raw -3892014.592661 + Penalty 3433.847857 = -3888580.744803
  nChanged 2
		SP:Iteration 124Q (8182.400000 sec): 3 clusters
  Score: Raw -3892014.799405 + Penalty 3433.847857 = -3888580.951547
  nChanged 1
		SP:Iteration 125Q (8182.780000 sec): 3 clusters
  Score: Raw -3892014.973028 + Penalty 3433.847857 = -3888581.125171
  nChanged 1
		SP:Iteration 126Q (8183.150000 sec): 3 clusters
  Score: Raw -3892015.019267 + Penalty 3433.847857 = -3888581.171409
  nChanged 1
		SP:Iteration 127Q (8183.530000 sec): 3 clusters
  Score: Raw -3892015.126263 + Penalty 3433.847857 = -3888581.278406
  nChanged 2
		SP:Iteration 128Q (8183.890000 sec): 3 clusters
  Score: Raw -3892015.362508 + Penalty 3433.847857 = -3888581.514650
  nChanged 1
		SP:Iteration 129Q (8184.230000 sec): 3 clusters
  Score: Raw -3892015.418078 + Penalty 3433.847857 = -3888581.570220
  nChanged 1
		SP:Iteration 130Q (8184.590000 sec): 3 clusters
  Score: Raw -3892015.470915 + Penalty 3433.847857 = -3888581.623058
  nChanged 0
		SP:Iteration 131F (8184.990000 sec): 3 clusters
  Score: Raw -3892015.470915 + Penalty 3433.847857 = -3888581.623058
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (9148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8185.130000 sec): 2 clusters
  Score: Raw -1071251.263193 + Penalty 1482.209715 = -1069769.053478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8185.400000 sec): 3 clusters
  Score: Raw -1066208.225183 + Penalty 2964.419430 = -1063243.805752
  nChanged 3883
		SP:Iteration 1F (8185.670000 sec): 3 clusters
  Score: Raw -1068340.258394 + Penalty 2964.419430 = -1065375.838963
  nChanged 619
		SP:Iteration 2F (8185.890000 sec): 3 clusters
  Score: Raw -1068643.414257 + Penalty 2964.419430 = -1065678.994826
  nChanged 498
		SP:Iteration 3F (8186.130000 sec): 3 clusters
  Score: Raw -1068889.342618 + Penalty 2964.419430 = -1065924.923188
  nChanged 436
		SP:Iteration 4Q (8186.380000 sec): 3 clusters
  Score: Raw -1069095.317075 + Penalty 2964.419430 = -1066130.897644
  nChanged 428
		SP:Iteration 5Q (8186.640000 sec): 3 clusters
  Score: Raw -1069309.860362 + Penalty 2964.419430 = -1066345.440932
  nChanged 429
		SP:Iteration 6Q (8186.910000 sec): 3 clusters
  Score: Raw -1069536.290351 + Penalty 2964.419430 = -1066571.870920
  nChanged 447
		SP:Iteration 7Q (8187.160000 sec): 3 clusters
  Score: Raw -1069780.936123 + Penalty 2964.419430 = -1066816.516693
  nChanged 437
		SP:Iteration 8Q (8187.360000 sec): 3 clusters
  Score: Raw -1070032.437594 + Penalty 2964.419430 = -1067068.018164
  nChanged 399
		SP:Iteration 9Q (8187.580000 sec): 3 clusters
  Score: Raw -1070255.857723 + Penalty 2964.419430 = -1067291.438292
  nChanged 338
		SP:Iteration 10Q (8187.830000 sec): 3 clusters
  Score: Raw -1070449.784858 + Penalty 2964.419430 = -1067485.365428
  nChanged 286
		SP:Iteration 11Q (8188.070000 sec): 3 clusters
  Score: Raw -1070611.313142 + Penalty 2964.419430 = -1067646.893712
  nChanged 238
		SP:Iteration 12Q (8188.300000 sec): 3 clusters
  Score: Raw -1070738.107382 + Penalty 2964.419430 = -1067773.687952
  nChanged 194
		SP:Iteration 13Q (8188.510000 sec): 3 clusters
  Score: Raw -1070840.050041 + Penalty 2964.419430 = -1067875.630611
  nChanged 177
		SP:Iteration 14Q (8188.730000 sec): 3 clusters
  Score: Raw -1070939.521577 + Penalty 2964.419430 = -1067975.102147
  nChanged 159
		SP:Iteration 15Q (8188.930000 sec): 3 clusters
  Score: Raw -1071033.820293 + Penalty 2964.419430 = -1068069.400863
  nChanged 143
		SP:Iteration 16Q (8189.190000 sec): 3 clusters
  Score: Raw -1071123.085183 + Penalty 2964.419430 = -1068158.665752
  nChanged 120
		SP:Iteration 17Q (8189.450000 sec): 3 clusters
  Score: Raw -1071199.113907 + Penalty 2964.419430 = -1068234.694476
  nChanged 110
		SP:Iteration 18Q (8189.730000 sec): 3 clusters
  Score: Raw -1071266.164819 + Penalty 2964.419430 = -1068301.745388
  nChanged 74
		SP:Iteration 19Q (8189.920000 sec): 3 clusters
  Score: Raw -1071312.054783 + Penalty 2964.419430 = -1068347.635352
  nChanged 55
		SP:Iteration 20F (8190.140000 sec): 3 clusters
  Score: Raw -1071344.710347 + Penalty 2964.419430 = -1068380.290917
  nChanged 38
		SP:Iteration 21Q (8190.370000 sec): 3 clusters
  Score: Raw -1071366.613524 + Penalty 2964.419430 = -1068402.194093
  nChanged 24
		SP:Iteration 22Q (8190.650000 sec): 3 clusters
  Score: Raw -1071382.874566 + Penalty 2964.419430 = -1068418.455136
  nChanged 27
		SP:Iteration 23Q (8190.830000 sec): 3 clusters
  Score: Raw -1071400.504246 + Penalty 2964.419430 = -1068436.084815
  nChanged 22
		SP:Iteration 24Q (8191.080000 sec): 3 clusters
  Score: Raw -1071414.036082 + Penalty 2964.419430 = -1068449.616651
  nChanged 18
		SP:Iteration 25Q (8191.340000 sec): 3 clusters
  Score: Raw -1071427.686730 + Penalty 2964.419430 = -1068463.267300
  nChanged 21
		SP:Iteration 26Q (8191.570000 sec): 3 clusters
  Score: Raw -1071442.014319 + Penalty 2964.419430 = -1068477.594888
  nChanged 19
		SP:Iteration 27Q (8191.830000 sec): 3 clusters
  Score: Raw -1071458.323429 + Penalty 2964.419430 = -1068493.903999
  nChanged 20
		SP:Iteration 28Q (8192.080000 sec): 3 clusters
  Score: Raw -1071472.240810 + Penalty 2964.419430 = -1068507.821380
  nChanged 10
		SP:Iteration 29Q (8192.310000 sec): 3 clusters
  Score: Raw -1071477.037364 + Penalty 2964.419430 = -1068512.617934
  nChanged 6
		SP:Iteration 30Q (8192.550000 sec): 3 clusters
  Score: Raw -1071479.904285 + Penalty 2964.419430 = -1068515.484854
  nChanged 3
		SP:Iteration 31Q (8192.760000 sec): 3 clusters
  Score: Raw -1071481.251380 + Penalty 2964.419430 = -1068516.831950
  nChanged 3
		SP:Iteration 32Q (8192.990000 sec): 3 clusters
  Score: Raw -1071483.515308 + Penalty 2964.419430 = -1068519.095878
  nChanged 1
		SP:Iteration 33Q (8193.260000 sec): 3 clusters
  Score: Raw -1071483.693175 + Penalty 2964.419430 = -1068519.273745
  nChanged 2
		SP:Iteration 34Q (8193.510000 sec): 3 clusters
  Score: Raw -1071485.476609 + Penalty 2964.419430 = -1068521.057178
  nChanged 2
		SP:Iteration 35Q (8193.750000 sec): 3 clusters
  Score: Raw -1071486.848639 + Penalty 2964.419430 = -1068522.429209
  nChanged 1
		SP:Iteration 36Q (8193.960000 sec): 3 clusters
  Score: Raw -1071487.053878 + Penalty 2964.419430 = -1068522.634448
  nChanged 1
		SP:Iteration 37Q (8194.200000 sec): 3 clusters
  Score: Raw -1071488.070884 + Penalty 2964.419430 = -1068523.651454
  nChanged 4
		SP:Iteration 38Q (8194.390000 sec): 3 clusters
  Score: Raw -1071491.619817 + Penalty 2964.419430 = -1068527.200386
  nChanged 7
		SP:Iteration 39Q (8194.650000 sec): 3 clusters
  Score: Raw -1071495.915282 + Penalty 2964.419430 = -1068531.495852
  nChanged 5
		SP:Iteration 40F (8194.950000 sec): 3 clusters
  Score: Raw -1071499.149013 + Penalty 2964.419430 = -1068534.729582
  nChanged 5
		SP:Iteration 41Q (8195.190000 sec): 3 clusters
  Score: Raw -1071502.942322 + Penalty 2964.419430 = -1068538.522891
  nChanged 4
		SP:Iteration 42Q (8195.440000 sec): 3 clusters
  Score: Raw -1071505.532059 + Penalty 2964.419430 = -1068541.112629
  nChanged 3
		SP:Iteration 43Q (8195.730000 sec): 3 clusters
  Score: Raw -1071506.895099 + Penalty 2964.419430 = -1068542.475668
  nChanged 1
		SP:Iteration 44Q (8196.020000 sec): 3 clusters
  Score: Raw -1071507.944858 + Penalty 2964.419430 = -1068543.525427
  nChanged 1
		SP:Iteration 45Q (8196.230000 sec): 3 clusters
  Score: Raw -1071508.368679 + Penalty 2964.419430 = -1068543.949249
  nChanged 1
		SP:Iteration 46Q (8196.450000 sec): 3 clusters
  Score: Raw -1071509.693026 + Penalty 2964.419430 = -1068545.273596
  nChanged 2
		SP:Iteration 47Q (8196.700000 sec): 3 clusters
  Score: Raw -1071510.213920 + Penalty 2964.419430 = -1068545.794489
  nChanged 0
		SP:Iteration 48F (8196.980000 sec): 3 clusters
  Score: Raw -1071510.213920 + Penalty 2964.419430 = -1068545.794489
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 8 (14935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8197.190000 sec): 2 clusters
  Score: Raw -1624590.491284 + Penalty 1561.862694 = -1623028.628590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8197.460000 sec): 3 clusters
  Score: Raw -1615847.138657 + Penalty 3123.725387 = -1612723.413270
  nChanged 6628
		SP:Iteration 1F (8197.750000 sec): 3 clusters
  Score: Raw -1619631.138620 + Penalty 3123.725387 = -1616507.413232
  nChanged 1019
		SP:Iteration 2F (8198.060000 sec): 3 clusters
  Score: Raw -1620222.181259 + Penalty 3123.725387 = -1617098.455872
  nChanged 955
		SP:Iteration 3F (8198.330000 sec): 3 clusters
  Score: Raw -1620804.476819 + Penalty 3123.725387 = -1617680.751431
  nChanged 955
		SP:Iteration 4F (8198.590000 sec): 3 clusters
  Score: Raw -1621427.679760 + Penalty 3123.725387 = -1618303.954373
  nChanged 897
		SP:Iteration 5F (8198.870000 sec): 3 clusters
  Score: Raw -1621956.478950 + Penalty 3123.725387 = -1618832.753562
  nChanged 740
		SP:Iteration 6Q (8199.070000 sec): 3 clusters
  Score: Raw -1622342.844717 + Penalty 3123.725387 = -1619219.119329
  nChanged 619
		SP:Iteration 7Q (8199.320000 sec): 3 clusters
  Score: Raw -1622674.613739 + Penalty 3123.725387 = -1619550.888352
  nChanged 569
		SP:Iteration 8Q (8199.530000 sec): 3 clusters
  Score: Raw -1622963.894013 + Penalty 3123.725387 = -1619840.168625
  nChanged 534
		SP:Iteration 9Q (8199.790000 sec): 3 clusters
  Score: Raw -1623226.579466 + Penalty 3123.725387 = -1620102.854078
  nChanged 435
		SP:Iteration 10Q (8200.040000 sec): 3 clusters
  Score: Raw -1623421.875490 + Penalty 3123.725387 = -1620298.150103
  nChanged 358
		SP:Iteration 11Q (8200.330000 sec): 3 clusters
  Score: Raw -1623567.245593 + Penalty 3123.725387 = -1620443.520206
  nChanged 275
		SP:Iteration 12Q (8200.590000 sec): 3 clusters
  Score: Raw -1623667.569919 + Penalty 3123.725387 = -1620543.844532
  nChanged 260
		SP:Iteration 13Q (8200.890000 sec): 3 clusters
  Score: Raw -1623755.675156 + Penalty 3123.725387 = -1620631.949768
  nChanged 228
		SP:Iteration 14Q (8201.180000 sec): 3 clusters
  Score: Raw -1623830.550238 + Penalty 3123.725387 = -1620706.824850
  nChanged 196
		SP:Iteration 15Q (8201.450000 sec): 3 clusters
  Score: Raw -1623888.953846 + Penalty 3123.725387 = -1620765.228459
  nChanged 180
		SP:Iteration 16Q (8201.750000 sec): 3 clusters
  Score: Raw -1623943.134732 + Penalty 3123.725387 = -1620819.409344
  nChanged 168
		SP:Iteration 17Q (8202.050000 sec): 3 clusters
  Score: Raw -1623992.860415 + Penalty 3123.725387 = -1620869.135027
  nChanged 152
		SP:Iteration 18Q (8202.330000 sec): 3 clusters
  Score: Raw -1624033.530854 + Penalty 3123.725387 = -1620909.805466
  nChanged 147
		SP:Iteration 19Q (8202.590000 sec): 3 clusters
  Score: Raw -1624075.073834 + Penalty 3123.725387 = -1620951.348447
  nChanged 145
		SP:Iteration 20F (8202.860000 sec): 3 clusters
  Score: Raw -1624120.207052 + Penalty 3123.725387 = -1620996.481664
  nChanged 149
		SP:Iteration 21Q (8203.110000 sec): 3 clusters
  Score: Raw -1624161.528940 + Penalty 3123.725387 = -1621037.803552
  nChanged 137
		SP:Iteration 22Q (8203.350000 sec): 3 clusters
  Score: Raw -1624201.248793 + Penalty 3123.725387 = -1621077.523406
  nChanged 124
		SP:Iteration 23Q (8203.600000 sec): 3 clusters
  Score: Raw -1624235.812828 + Penalty 3123.725387 = -1621112.087441
  nChanged 141
		SP:Iteration 24Q (8203.890000 sec): 3 clusters
  Score: Raw -1624281.320871 + Penalty 3123.725387 = -1621157.595484
  nChanged 155
		SP:Iteration 25Q (8204.160000 sec): 3 clusters
  Score: Raw -1624334.905786 + Penalty 3123.725387 = -1621211.180399
  nChanged 160
		SP:Iteration 26Q (8204.500000 sec): 3 clusters
  Score: Raw -1624395.865619 + Penalty 3123.725387 = -1621272.140232
  nChanged 189
		SP:Iteration 27Q (8204.760000 sec): 3 clusters
  Score: Raw -1624488.337637 + Penalty 3123.725387 = -1621364.612250
  nChanged 214
		SP:Iteration 28Q (8205.050000 sec): 3 clusters
  Score: Raw -1624610.818849 + Penalty 3123.725387 = -1621487.093462
  nChanged 233
		SP:Iteration 29Q (8205.360000 sec): 3 clusters
  Score: Raw -1624755.291224 + Penalty 3123.725387 = -1621631.565837
  nChanged 268
		SP:Iteration 30Q (8205.650000 sec): 3 clusters
  Score: Raw -1624930.212909 + Penalty 3123.725387 = -1621806.487521
  nChanged 266
		SP:Iteration 31Q (8205.910000 sec): 3 clusters
  Score: Raw -1625148.249982 + Penalty 3123.725387 = -1622024.524595
  nChanged 272
		SP:Iteration 32Q (8206.120000 sec): 3 clusters
  Score: Raw -1625377.015340 + Penalty 3123.725387 = -1622253.289952
  nChanged 255
		SP:Iteration 33Q (8206.370000 sec): 3 clusters
  Score: Raw -1625542.220742 + Penalty 3123.725387 = -1622418.495354
  nChanged 229
		SP:Iteration 34Q (8206.610000 sec): 3 clusters
  Score: Raw -1625672.804959 + Penalty 3123.725387 = -1622549.079571
  nChanged 201
		SP:Iteration 35Q (8206.870000 sec): 3 clusters
  Score: Raw -1625787.527225 + Penalty 3123.725387 = -1622663.801838
  nChanged 179
		SP:Iteration 36Q (8207.100000 sec): 3 clusters
  Score: Raw -1625889.480774 + Penalty 3123.725387 = -1622765.755387
  nChanged 131
		SP:Iteration 37Q (8207.410000 sec): 3 clusters
  Score: Raw -1625937.443823 + Penalty 3123.725387 = -1622813.718436
  nChanged 87
		SP:Iteration 38Q (8207.690000 sec): 3 clusters
  Score: Raw -1625970.392701 + Penalty 3123.725387 = -1622846.667313
  nChanged 65
		SP:Iteration 39Q (8208.010000 sec): 3 clusters
  Score: Raw -1625989.886933 + Penalty 3123.725387 = -1622866.161545
  nChanged 69
		SP:Iteration 40F (8208.260000 sec): 3 clusters
  Score: Raw -1626056.119030 + Penalty 3123.725387 = -1622932.393643
  nChanged 76
		SP:Iteration 41Q (8208.540000 sec): 3 clusters
  Score: Raw -1626093.683566 + Penalty 3123.725387 = -1622969.958178
  nChanged 52
		SP:Iteration 42Q (8208.840000 sec): 3 clusters
  Score: Raw -1626107.102576 + Penalty 3123.725387 = -1622983.377188
  nChanged 43
		SP:Iteration 43Q (8209.130000 sec): 3 clusters
  Score: Raw -1626114.047220 + Penalty 3123.725387 = -1622990.321832
  nChanged 28
		SP:Iteration 44Q (8209.360000 sec): 3 clusters
  Score: Raw -1626117.956976 + Penalty 3123.725387 = -1622994.231588
  nChanged 23
		SP:Iteration 45Q (8209.620000 sec): 3 clusters
  Score: Raw -1626120.339089 + Penalty 3123.725387 = -1622996.613702
  nChanged 14
		SP:Iteration 46Q (8209.850000 sec): 3 clusters
  Score: Raw -1626121.423674 + Penalty 3123.725387 = -1622997.698287
  nChanged 9
		SP:Iteration 47Q (8210.130000 sec): 3 clusters
  Score: Raw -1626122.055415 + Penalty 3123.725387 = -1622998.330028
  nChanged 8
		SP:Iteration 48Q (8210.460000 sec): 3 clusters
  Score: Raw -1626122.993488 + Penalty 3123.725387 = -1622999.268101
  nChanged 14
		SP:Iteration 49Q (8210.730000 sec): 3 clusters
  Score: Raw -1626124.120257 + Penalty 3123.725387 = -1623000.394869
  nChanged 6
		SP:Iteration 50Q (8211.000000 sec): 3 clusters
  Score: Raw -1626124.534215 + Penalty 3123.725387 = -1623000.808828
  nChanged 7
		SP:Iteration 51Q (8211.220000 sec): 3 clusters
  Score: Raw -1626125.181053 + Penalty 3123.725387 = -1623001.455665
  nChanged 10
		SP:Iteration 52Q (8211.480000 sec): 3 clusters
  Score: Raw -1626125.872221 + Penalty 3123.725387 = -1623002.146833
  nChanged 7
		SP:Iteration 53Q (8211.750000 sec): 3 clusters
  Score: Raw -1626126.630876 + Penalty 3123.725387 = -1623002.905489
  nChanged 6
		SP:Iteration 54Q (8212.000000 sec): 3 clusters
  Score: Raw -1626127.185487 + Penalty 3123.725387 = -1623003.460099
  nChanged 5
		SP:Iteration 55Q (8212.290000 sec): 3 clusters
  Score: Raw -1626127.668680 + Penalty 3123.725387 = -1623003.943292
  nChanged 3
		SP:Iteration 56Q (8212.580000 sec): 3 clusters
  Score: Raw -1626127.928308 + Penalty 3123.725387 = -1623004.202921
  nChanged 4
		SP:Iteration 57Q (8212.790000 sec): 3 clusters
  Score: Raw -1626128.279185 + Penalty 3123.725387 = -1623004.553797
  nChanged 4
		SP:Iteration 58Q (8213.060000 sec): 3 clusters
  Score: Raw -1626128.487441 + Penalty 3123.725387 = -1623004.762053
  nChanged 2
		SP:Iteration 59Q (8213.260000 sec): 3 clusters
  Score: Raw -1626128.628542 + Penalty 3123.725387 = -1623004.903155
  nChanged 0
		SP:Iteration 60F (8213.520000 sec): 3 clusters
  Score: Raw -1626128.628542 + Penalty 3123.725387 = -1623004.903155
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8213.660000 sec): 2 clusters
  Score: Raw -27652.047327 + Penalty 969.914978 = -26682.132349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8213.840000 sec): 3 clusters
  Score: Raw -27845.519639 + Penalty 1939.829957 = -25905.689682
  nChanged 111
		SP:Iteration 1F (8213.980000 sec): 3 clusters
  Score: Raw -28201.120847 + Penalty 1939.829957 = -26261.290890
  nChanged 38
		SP:Iteration 2F (8214.140000 sec): 3 clusters
  Score: Raw -28473.881843 + Penalty 1939.829957 = -26534.051886
  nChanged 38
		SP:Iteration 3F (8214.330000 sec): 3 clusters
  Score: Raw -28843.657857 + Penalty 1939.829957 = -26903.827900
  nChanged 30
		SP:Iteration 4F (8214.500000 sec): 3 clusters
  Score: Raw -29218.158012 + Penalty 1939.829957 = -27278.328055
  nChanged 23
		SP:Iteration 5F (8214.650000 sec): 3 clusters
  Score: Raw -29697.605407 + Penalty 1939.829957 = -27757.775450
  nChanged 19
		SP:Iteration 6Q (8214.880000 sec): 3 clusters
  Score: Raw -30442.499603 + Penalty 1939.829957 = -28502.669646
  nChanged 5
		SP:Iteration 7Q (8215.140000 sec): 3 clusters
  Score: Raw -30561.520680 + Penalty 1939.829957 = -28621.690723
  nChanged 2
		SP:Iteration 8Q (8215.340000 sec): 3 clusters
  Score: Raw -30575.641330 + Penalty 1939.829957 = -28635.811373
  nChanged 0
		SP:Iteration 9F (8215.490000 sec): 3 clusters
  Score: Raw -30589.009902 + Penalty 1939.829957 = -28649.179945
  nChanged 2
		SP:Iteration 10Q (8215.690000 sec): 3 clusters
  Score: Raw -30633.873145 + Penalty 1939.829957 = -28694.043188
  nChanged 1
		SP:Iteration 11Q (8215.830000 sec): 3 clusters
  Score: Raw -30652.972018 + Penalty 1939.829957 = -28713.142061
  nChanged 0
		SP:Iteration 12F (8216.040000 sec): 3 clusters
  Score: Raw -30652.972018 + Penalty 1939.829957 = -28713.142061
  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 11.19 GB.

 Trying to split cluster 10 (61836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8216.480000 sec): 2 clusters
  Score: Raw -6512079.033874 + Penalty 1792.739162 = -6510286.294712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8216.990000 sec): 3 clusters
  Score: Raw -6472686.646700 + Penalty 3585.478324 = -6469101.168375
  nChanged 29233
		SP:Iteration 1F (8217.450000 sec): 3 clusters
  Score: Raw -6490126.597434 + Penalty 3585.478324 = -6486541.119109
  nChanged 3382
		SP:Iteration 2F (8217.980000 sec): 3 clusters
  Score: Raw -6491666.343237 + Penalty 3585.478324 = -6488080.864913
  nChanged 3578
		SP:Iteration 3F (8218.500000 sec): 3 clusters
  Score: Raw -6493563.406724 + Penalty 3585.478324 = -6489977.928400
  nChanged 3890
		SP:Iteration 4F (8218.980000 sec): 3 clusters
  Score: Raw -6495810.312947 + Penalty 3585.478324 = -6492224.834623
  nChanged 3902
		SP:Iteration 5F (8219.430000 sec): 3 clusters
  Score: Raw -6498024.513832 + Penalty 3585.478324 = -6494439.035507
  nChanged 3520
		SP:Iteration 6F (8219.920000 sec): 3 clusters
  Score: Raw -6499876.447832 + Penalty 3585.478324 = -6496290.969508
  nChanged 3000
		SP:Iteration 7Q (8220.430000 sec): 3 clusters
  Score: Raw -6501338.430022 + Penalty 3585.478324 = -6497752.951697
  nChanged 2523
		SP:Iteration 8Q (8220.980000 sec): 3 clusters
  Score: Raw -6502468.805238 + Penalty 3585.478324 = -6498883.326914
  nChanged 2119
		SP:Iteration 9Q (8221.490000 sec): 3 clusters
  Score: Raw -6503428.690026 + Penalty 3585.478324 = -6499843.211701
  nChanged 1841
		SP:Iteration 10Q (8222.000000 sec): 3 clusters
  Score: Raw -6504197.081640 + Penalty 3585.478324 = -6500611.603316
  nChanged 1555
		SP:Iteration 11Q (8222.500000 sec): 3 clusters
  Score: Raw -6504767.688851 + Penalty 3585.478324 = -6501182.210526
  nChanged 1271
		SP:Iteration 12Q (8222.920000 sec): 3 clusters
  Score: Raw -6505135.433389 + Penalty 3585.478324 = -6501549.955065
  nChanged 927
		SP:Iteration 13Q (8223.430000 sec): 3 clusters
  Score: Raw -6505348.629527 + Penalty 3585.478324 = -6501763.151203
  nChanged 719
		SP:Iteration 14Q (8223.920000 sec): 3 clusters
  Score: Raw -6505495.701942 + Penalty 3585.478324 = -6501910.223618
  nChanged 633
		SP:Iteration 15Q (8224.380000 sec): 3 clusters
  Score: Raw -6505615.202712 + Penalty 3585.478324 = -6502029.724388
  nChanged 558
		SP:Iteration 16Q (8224.900000 sec): 3 clusters
  Score: Raw -6505721.049649 + Penalty 3585.478324 = -6502135.571325
  nChanged 525
		SP:Iteration 17Q (8225.390000 sec): 3 clusters
  Score: Raw -6505823.824064 + Penalty 3585.478324 = -6502238.345739
  nChanged 531
		SP:Iteration 18Q (8225.870000 sec): 3 clusters
  Score: Raw -6505924.920942 + Penalty 3585.478324 = -6502339.442618
  nChanged 548
		SP:Iteration 19Q (8226.420000 sec): 3 clusters
  Score: Raw -6506038.439099 + Penalty 3585.478324 = -6502452.960775
  nChanged 586
		SP:Iteration 20F (8226.980000 sec): 3 clusters
  Score: Raw -6506168.309299 + Penalty 3585.478324 = -6502582.830974
  nChanged 630
		SP:Iteration 21Q (8227.480000 sec): 3 clusters
  Score: Raw -6506308.968543 + Penalty 3585.478324 = -6502723.490218
  nChanged 645
		SP:Iteration 22Q (8228.060000 sec): 3 clusters
  Score: Raw -6506460.882425 + Penalty 3585.478324 = -6502875.404101
  nChanged 646
		SP:Iteration 23Q (8228.550000 sec): 3 clusters
  Score: Raw -6506619.464744 + Penalty 3585.478324 = -6503033.986419
  nChanged 668
		SP:Iteration 24Q (8229.110000 sec): 3 clusters
  Score: Raw -6506787.717684 + Penalty 3585.478324 = -6503202.239360
  nChanged 691
		SP:Iteration 25Q (8229.690000 sec): 3 clusters
  Score: Raw -6506966.010525 + Penalty 3585.478324 = -6503380.532201
  nChanged 742
		SP:Iteration 26Q (8230.200000 sec): 3 clusters
  Score: Raw -6507175.307824 + Penalty 3585.478324 = -6503589.829499
  nChanged 793
		SP:Iteration 27Q (8230.700000 sec): 3 clusters
  Score: Raw -6507421.574041 + Penalty 3585.478324 = -6503836.095717
  nChanged 821
		SP:Iteration 28Q (8231.210000 sec): 3 clusters
  Score: Raw -6507689.079974 + Penalty 3585.478324 = -6504103.601649
  nChanged 829
		SP:Iteration 29Q (8231.710000 sec): 3 clusters
  Score: Raw -6507974.397708 + Penalty 3585.478324 = -6504388.919384
  nChanged 847
		SP:Iteration 30Q (8232.160000 sec): 3 clusters
  Score: Raw -6508277.940826 + Penalty 3585.478324 = -6504692.462502
  nChanged 854
		SP:Iteration 31Q (8232.620000 sec): 3 clusters
  Score: Raw -6508597.035694 + Penalty 3585.478324 = -6505011.557370
  nChanged 830
		SP:Iteration 32Q (8233.070000 sec): 3 clusters
  Score: Raw -6508924.201892 + Penalty 3585.478324 = -6505338.723567
  nChanged 804
		SP:Iteration 33Q (8233.520000 sec): 3 clusters
  Score: Raw -6509263.369423 + Penalty 3585.478324 = -6505677.891098
  nChanged 823
		SP:Iteration 34Q (8234.010000 sec): 3 clusters
  Score: Raw -6509637.095369 + Penalty 3585.478324 = -6506051.617044
  nChanged 796
		SP:Iteration 35Q (8234.490000 sec): 3 clusters
  Score: Raw -6510009.245923 + Penalty 3585.478324 = -6506423.767599
  nChanged 800
		SP:Iteration 36Q (8234.950000 sec): 3 clusters
  Score: Raw -6510383.025702 + Penalty 3585.478324 = -6506797.547378
  nChanged 714
		SP:Iteration 37Q (8235.380000 sec): 3 clusters
  Score: Raw -6510707.270833 + Penalty 3585.478324 = -6507121.792509
  nChanged 643
		SP:Iteration 38Q (8235.790000 sec): 3 clusters
  Score: Raw -6511003.703139 + Penalty 3585.478324 = -6507418.224815
  nChanged 579
		SP:Iteration 39Q (8236.220000 sec): 3 clusters
  Score: Raw -6511271.431052 + Penalty 3585.478324 = -6507685.952728
  nChanged 519
		SP:Iteration 40F (8236.730000 sec): 3 clusters
  Score: Raw -6511509.369558 + Penalty 3585.478324 = -6507923.891233
  nChanged 450
		SP:Iteration 41Q (8237.180000 sec): 3 clusters
  Score: Raw -6511721.942096 + Penalty 3585.478324 = -6508136.463772
  nChanged 415
		SP:Iteration 42Q (8237.590000 sec): 3 clusters
  Score: Raw -6511908.286326 + Penalty 3585.478324 = -6508322.808001
  nChanged 342
		SP:Iteration 43Q (8238.080000 sec): 3 clusters
  Score: Raw -6512061.411532 + Penalty 3585.478324 = -6508475.933208
  nChanged 266
		SP:Iteration 44Q (8238.500000 sec): 3 clusters
  Score: Raw -6512180.877824 + Penalty 3585.478324 = -6508595.399500
  nChanged 205
		SP:Iteration 45Q (8238.890000 sec): 3 clusters
  Score: Raw -6512285.181734 + Penalty 3585.478324 = -6508699.703409
  nChanged 165
		SP:Iteration 46Q (8239.320000 sec): 3 clusters
  Score: Raw -6512354.975865 + Penalty 3585.478324 = -6508769.497541
  nChanged 126
		SP:Iteration 47Q (8239.780000 sec): 3 clusters
  Score: Raw -6512407.359161 + Penalty 3585.478324 = -6508821.880836
  nChanged 104
		SP:Iteration 48Q (8240.240000 sec): 3 clusters
  Score: Raw -6512453.576846 + Penalty 3585.478324 = -6508868.098522
  nChanged 86
		SP:Iteration 49Q (8240.760000 sec): 3 clusters
  Score: Raw -6512492.679970 + Penalty 3585.478324 = -6508907.201646
  nChanged 73
		SP:Iteration 50Q (8241.260000 sec): 3 clusters
  Score: Raw -6512521.269314 + Penalty 3585.478324 = -6508935.790990
  nChanged 44
		SP:Iteration 51Q (8241.650000 sec): 3 clusters
  Score: Raw -6512535.194496 + Penalty 3585.478324 = -6508949.716172
  nChanged 32
		SP:Iteration 52Q (8242.150000 sec): 3 clusters
  Score: Raw -6512545.710255 + Penalty 3585.478324 = -6508960.231930
  nChanged 36
		SP:Iteration 53Q (8242.570000 sec): 3 clusters
  Score: Raw -6512558.470533 + Penalty 3585.478324 = -6508972.992209
  nChanged 37
		SP:Iteration 54Q (8242.950000 sec): 3 clusters
  Score: Raw -6512573.008855 + Penalty 3585.478324 = -6508987.530531
  nChanged 28
		SP:Iteration 55Q (8243.390000 sec): 3 clusters
  Score: Raw -6512582.431924 + Penalty 3585.478324 = -6508996.953599
  nChanged 16
		SP:Iteration 56Q (8243.860000 sec): 3 clusters
  Score: Raw -6512587.028550 + Penalty 3585.478324 = -6509001.550226
  nChanged 8
		SP:Iteration 57Q (8244.320000 sec): 3 clusters
  Score: Raw -6512590.280707 + Penalty 3585.478324 = -6509004.802383
  nChanged 10
		SP:Iteration 58Q (8244.780000 sec): 3 clusters
  Score: Raw -6512592.989652 + Penalty 3585.478324 = -6509007.511327
  nChanged 8
		SP:Iteration 59Q (8245.230000 sec): 3 clusters
  Score: Raw -6512594.748472 + Penalty 3585.478324 = -6509009.270148
  nChanged 9
		SP:Iteration 60F (8245.700000 sec): 3 clusters
  Score: Raw -6512597.485154 + Penalty 3585.478324 = -6509012.006829
  nChanged 6
		SP:Iteration 61Q (8246.130000 sec): 3 clusters
  Score: Raw -6512598.909357 + Penalty 3585.478324 = -6509013.431033
  nChanged 4
		SP:Iteration 62Q (8246.640000 sec): 3 clusters
  Score: Raw -6512599.800519 + Penalty 3585.478324 = -6509014.322195
  nChanged 3
		SP:Iteration 63Q (8247.110000 sec): 3 clusters
  Score: Raw -6512600.622254 + Penalty 3585.478324 = -6509015.143929
  nChanged 6
		SP:Iteration 64Q (8247.580000 sec): 3 clusters
  Score: Raw -6512601.744145 + Penalty 3585.478324 = -6509016.265821
  nChanged 4
		SP:Iteration 65Q (8248.030000 sec): 3 clusters
  Score: Raw -6512602.622217 + Penalty 3585.478324 = -6509017.143892
  nChanged 3
		SP:Iteration 66Q (8248.460000 sec): 3 clusters
  Score: Raw -6512602.981867 + Penalty 3585.478324 = -6509017.503543
  nChanged 3
		SP:Iteration 67Q (8248.870000 sec): 3 clusters
  Score: Raw -6512603.424049 + Penalty 3585.478324 = -6509017.945725
  nChanged 4
		SP:Iteration 68Q (8249.330000 sec): 3 clusters
  Score: Raw -6512604.930635 + Penalty 3585.478324 = -6509019.452311
  nChanged 4
		SP:Iteration 69Q (8249.790000 sec): 3 clusters
  Score: Raw -6512606.351906 + Penalty 3585.478324 = -6509020.873582
  nChanged 3
		SP:Iteration 70Q (8250.280000 sec): 3 clusters
  Score: Raw -6512606.697531 + Penalty 3585.478324 = -6509021.219206
  nChanged 1
		SP:Iteration 71Q (8250.690000 sec): 3 clusters
  Score: Raw -6512607.005322 + Penalty 3585.478324 = -6509021.526998
  nChanged 1
		SP:Iteration 72Q (8251.080000 sec): 3 clusters
  Score: Raw -6512607.171320 + Penalty 3585.478324 = -6509021.692995
  nChanged 1
		SP:Iteration 73Q (8251.480000 sec): 3 clusters
  Score: Raw -6512607.244337 + Penalty 3585.478324 = -6509021.766013
  nChanged 0
		SP:Iteration 74F (8251.910000 sec): 3 clusters
  Score: Raw -6512607.244337 + Penalty 3585.478324 = -6509021.766013
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 11 (1023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8252.030000 sec): 2 clusters
  Score: Raw -113547.565046 + Penalty 1126.205399 = -112421.359646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8252.230000 sec): 3 clusters
  Score: Raw -113320.551826 + Penalty 2252.410799 = -111068.141027
  nChanged 330
		SP:Iteration 1F (8252.460000 sec): 3 clusters
  Score: Raw -113884.648596 + Penalty 2252.410799 = -111632.237797
  nChanged 102
		SP:Iteration 2F (8252.600000 sec): 3 clusters
  Score: Raw -114068.458641 + Penalty 2252.410799 = -111816.047842
  nChanged 69
		SP:Iteration 3F (8252.730000 sec): 3 clusters
  Score: Raw -114188.451002 + Penalty 2252.410799 = -111936.040203
  nChanged 52
		SP:Iteration 4F (8252.930000 sec): 3 clusters
  Score: Raw -114305.134121 + Penalty 2252.410799 = -112052.723322
  nChanged 35
		SP:Iteration 5Q (8253.090000 sec): 3 clusters
  Score: Raw -114393.241603 + Penalty 2252.410799 = -112140.830805
  nChanged 31
		SP:Iteration 6Q (8253.250000 sec): 3 clusters
  Score: Raw -114487.087290 + Penalty 2252.410799 = -112234.676491
  nChanged 33
		SP:Iteration 7Q (8253.420000 sec): 3 clusters
  Score: Raw -114604.004859 + Penalty 2252.410799 = -112351.594060
  nChanged 31
		SP:Iteration 8Q (8253.550000 sec): 3 clusters
  Score: Raw -114747.744573 + Penalty 2252.410799 = -112495.333775
  nChanged 21
		SP:Iteration 9Q (8253.720000 sec): 3 clusters
  Score: Raw -114854.028235 + Penalty 2252.410799 = -112601.617436
  nChanged 10
		SP:Iteration 10Q (8253.890000 sec): 3 clusters
  Score: Raw -114883.809380 + Penalty 2252.410799 = -112631.398581
  nChanged 4
		SP:Iteration 11Q (8254.060000 sec): 3 clusters
  Score: Raw -114892.094320 + Penalty 2252.410799 = -112639.683522
  nChanged 0
		SP:Iteration 12F (8254.210000 sec): 3 clusters
  Score: Raw -114892.094320 + Penalty 2252.410799 = -112639.683522
  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 11.19 GB.

 Trying to split cluster 12 (8362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8254.410000 sec): 2 clusters
  Score: Raw -964293.225510 + Penalty 1467.611098 = -962825.614412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8254.660000 sec): 3 clusters
  Score: Raw -959700.788331 + Penalty 2935.222196 = -956765.566135
  nChanged 3543
		SP:Iteration 1F (8254.890000 sec): 3 clusters
  Score: Raw -961556.208489 + Penalty 2935.222196 = -958620.986292
  nChanged 529
		SP:Iteration 2F (8255.180000 sec): 3 clusters
  Score: Raw -961807.224316 + Penalty 2935.222196 = -958872.002120
  nChanged 439
		SP:Iteration 3F (8255.430000 sec): 3 clusters
  Score: Raw -962064.366833 + Penalty 2935.222196 = -959129.144636
  nChanged 408
		SP:Iteration 4Q (8255.640000 sec): 3 clusters
  Score: Raw -962307.551259 + Penalty 2935.222196 = -959372.329063
  nChanged 384
		SP:Iteration 5Q (8255.940000 sec): 3 clusters
  Score: Raw -962506.750547 + Penalty 2935.222196 = -959571.528350
  nChanged 326
		SP:Iteration 6Q (8256.140000 sec): 3 clusters
  Score: Raw -962688.746564 + Penalty 2935.222196 = -959753.524368
  nChanged 330
		SP:Iteration 7Q (8256.420000 sec): 3 clusters
  Score: Raw -962881.329922 + Penalty 2935.222196 = -959946.107725
  nChanged 323
		SP:Iteration 8Q (8256.610000 sec): 3 clusters
  Score: Raw -963055.545863 + Penalty 2935.222196 = -960120.323666
  nChanged 289
		SP:Iteration 9Q (8256.870000 sec): 3 clusters
  Score: Raw -963214.168077 + Penalty 2935.222196 = -960278.945881
  nChanged 275
		SP:Iteration 10Q (8257.080000 sec): 3 clusters
  Score: Raw -963372.158641 + Penalty 2935.222196 = -960436.936445
  nChanged 294
		SP:Iteration 11Q (8257.370000 sec): 3 clusters
  Score: Raw -963553.234471 + Penalty 2935.222196 = -960618.012275
  nChanged 285
		SP:Iteration 12Q (8257.620000 sec): 3 clusters
  Score: Raw -963702.736568 + Penalty 2935.222196 = -960767.514372
  nChanged 232
		SP:Iteration 13Q (8257.890000 sec): 3 clusters
  Score: Raw -963807.158060 + Penalty 2935.222196 = -960871.935863
  nChanged 196
		SP:Iteration 14Q (8258.140000 sec): 3 clusters
  Score: Raw -963898.003121 + Penalty 2935.222196 = -960962.780925
  nChanged 173
		SP:Iteration 15Q (8258.380000 sec): 3 clusters
  Score: Raw -963965.299515 + Penalty 2935.222196 = -961030.077318
  nChanged 166
		SP:Iteration 16Q (8258.670000 sec): 3 clusters
  Score: Raw -964031.866790 + Penalty 2935.222196 = -961096.644593
  nChanged 148
		SP:Iteration 17Q (8258.890000 sec): 3 clusters
  Score: Raw -964097.221022 + Penalty 2935.222196 = -961161.998825
  nChanged 128
		SP:Iteration 18Q (8259.180000 sec): 3 clusters
  Score: Raw -964153.879125 + Penalty 2935.222196 = -961218.656928
  nChanged 111
		SP:Iteration 19Q (8259.370000 sec): 3 clusters
  Score: Raw -964197.455075 + Penalty 2935.222196 = -961262.232878
  nChanged 88
		SP:Iteration 20F (8259.600000 sec): 3 clusters
  Score: Raw -964231.408043 + Penalty 2935.222196 = -961296.185847
  nChanged 92
		SP:Iteration 21Q (8259.870000 sec): 3 clusters
  Score: Raw -964263.783838 + Penalty 2935.222196 = -961328.561642
  nChanged 82
		SP:Iteration 22Q (8260.110000 sec): 3 clusters
  Score: Raw -964296.677678 + Penalty 2935.222196 = -961361.455481
  nChanged 80
		SP:Iteration 23Q (8260.290000 sec): 3 clusters
  Score: Raw -964328.043597 + Penalty 2935.222196 = -961392.821400
  nChanged 73
		SP:Iteration 24Q (8260.520000 sec): 3 clusters
  Score: Raw -964356.092086 + Penalty 2935.222196 = -961420.869889
  nChanged 73
		SP:Iteration 25Q (8260.760000 sec): 3 clusters
  Score: Raw -964383.410728 + Penalty 2935.222196 = -961448.188532
  nChanged 60
		SP:Iteration 26Q (8260.980000 sec): 3 clusters
  Score: Raw -964408.483505 + Penalty 2935.222196 = -961473.261309
  nChanged 68
		SP:Iteration 27Q (8261.230000 sec): 3 clusters
  Score: Raw -964435.896362 + Penalty 2935.222196 = -961500.674165
  nChanged 55
		SP:Iteration 28Q (8261.470000 sec): 3 clusters
  Score: Raw -964455.278483 + Penalty 2935.222196 = -961520.056287
  nChanged 41
		SP:Iteration 29Q (8261.670000 sec): 3 clusters
  Score: Raw -964468.983964 + Penalty 2935.222196 = -961533.761767
  nChanged 30
		SP:Iteration 30Q (8261.920000 sec): 3 clusters
  Score: Raw -964481.648822 + Penalty 2935.222196 = -961546.426625
  nChanged 35
		SP:Iteration 31Q (8262.130000 sec): 3 clusters
  Score: Raw -964494.318702 + Penalty 2935.222196 = -961559.096505
  nChanged 34
		SP:Iteration 32Q (8262.350000 sec): 3 clusters
  Score: Raw -964507.087431 + Penalty 2935.222196 = -961571.865234
  nChanged 42
		SP:Iteration 33Q (8262.560000 sec): 3 clusters
  Score: Raw -964524.148272 + Penalty 2935.222196 = -961588.926076
  nChanged 41
		SP:Iteration 34Q (8262.820000 sec): 3 clusters
  Score: Raw -964542.488751 + Penalty 2935.222196 = -961607.266554
  nChanged 24
		SP:Iteration 35Q (8263.000000 sec): 3 clusters
  Score: Raw -964550.486720 + Penalty 2935.222196 = -961615.264523
  nChanged 22
		SP:Iteration 36Q (8263.280000 sec): 3 clusters
  Score: Raw -964557.795614 + Penalty 2935.222196 = -961622.573418
  nChanged 15
		SP:Iteration 37Q (8263.500000 sec): 3 clusters
  Score: Raw -964562.218978 + Penalty 2935.222196 = -961626.996781
  nChanged 14
		SP:Iteration 38Q (8263.710000 sec): 3 clusters
  Score: Raw -964565.896874 + Penalty 2935.222196 = -961630.674677
  nChanged 10
		SP:Iteration 39Q (8263.920000 sec): 3 clusters
  Score: Raw -964568.420400 + Penalty 2935.222196 = -961633.198204
  nChanged 10
		SP:Iteration 40F (8264.160000 sec): 3 clusters
  Score: Raw -964570.976611 + Penalty 2935.222196 = -961635.754415
  nChanged 7
		SP:Iteration 41Q (8264.370000 sec): 3 clusters
  Score: Raw -964572.688059 + Penalty 2935.222196 = -961637.465862
  nChanged 9
		SP:Iteration 42Q (8264.630000 sec): 3 clusters
  Score: Raw -964575.246292 + Penalty 2935.222196 = -961640.024096
  nChanged 8
		SP:Iteration 43Q (8264.850000 sec): 3 clusters
  Score: Raw -964577.548781 + Penalty 2935.222196 = -961642.326585
  nChanged 6
		SP:Iteration 44Q (8265.040000 sec): 3 clusters
  Score: Raw -964578.660339 + Penalty 2935.222196 = -961643.438143
  nChanged 5
		SP:Iteration 45Q (8265.290000 sec): 3 clusters
  Score: Raw -964579.797416 + Penalty 2935.222196 = -961644.575220
  nChanged 7
		SP:Iteration 46Q (8265.490000 sec): 3 clusters
  Score: Raw -964581.751155 + Penalty 2935.222196 = -961646.528958
  nChanged 7
		SP:Iteration 47Q (8265.700000 sec): 3 clusters
  Score: Raw -964583.665609 + Penalty 2935.222196 = -961648.443412
  nChanged 7
		SP:Iteration 48Q (8265.910000 sec): 3 clusters
  Score: Raw -964585.891613 + Penalty 2935.222196 = -961650.669417
  nChanged 8
		SP:Iteration 49Q (8266.130000 sec): 3 clusters
  Score: Raw -964588.276285 + Penalty 2935.222196 = -961653.054089
  nChanged 6
		SP:Iteration 50Q (8266.350000 sec): 3 clusters
  Score: Raw -964589.517141 + Penalty 2935.222196 = -961654.294945
  nChanged 3
		SP:Iteration 51Q (8266.530000 sec): 3 clusters
  Score: Raw -964590.649150 + Penalty 2935.222196 = -961655.426954
  nChanged 0
		SP:Iteration 52F (8266.750000 sec): 3 clusters
  Score: Raw -964590.649150 + Penalty 2935.222196 = -961655.426954
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (13851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8266.930000 sec): 2 clusters
  Score: Raw -1624300.609807 + Penalty 1549.618316 = -1622750.991492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8267.160000 sec): 3 clusters
  Score: Raw -1616191.597752 + Penalty 3099.236631 = -1613092.361121
  nChanged 6151
		SP:Iteration 1F (8267.430000 sec): 3 clusters
  Score: Raw -1619434.959412 + Penalty 3099.236631 = -1616335.722781
  nChanged 684
		SP:Iteration 2Q (8267.690000 sec): 3 clusters
  Score: Raw -1619670.354990 + Penalty 3099.236631 = -1616571.118359
  nChanged 596
		SP:Iteration 3Q (8267.930000 sec): 3 clusters
  Score: Raw -1619872.115380 + Penalty 3099.236631 = -1616772.878749
  nChanged 528
		SP:Iteration 4Q (8268.150000 sec): 3 clusters
  Score: Raw -1620055.391101 + Penalty 3099.236631 = -1616956.154470
  nChanged 526
		SP:Iteration 5Q (8268.430000 sec): 3 clusters
  Score: Raw -1620249.804866 + Penalty 3099.236631 = -1617150.568235
  nChanged 492
		SP:Iteration 6Q (8268.720000 sec): 3 clusters
  Score: Raw -1620451.247395 + Penalty 3099.236631 = -1617352.010764
  nChanged 549
		SP:Iteration 7Q (8268.990000 sec): 3 clusters
  Score: Raw -1620709.791578 + Penalty 3099.236631 = -1617610.554947
  nChanged 575
		SP:Iteration 8Q (8269.210000 sec): 3 clusters
  Score: Raw -1621023.749697 + Penalty 3099.236631 = -1617924.513066
  nChanged 670
		SP:Iteration 9Q (8269.510000 sec): 3 clusters
  Score: Raw -1621449.395480 + Penalty 3099.236631 = -1618350.158849
  nChanged 778
		SP:Iteration 10F (8269.770000 sec): 3 clusters
  Score: Raw -1622028.403177 + Penalty 3099.236631 = -1618929.166546
  nChanged 829
		SP:Iteration 11F (8270.050000 sec): 3 clusters
  Score: Raw -1622738.315549 + Penalty 3099.236631 = -1619639.078918
  nChanged 791
		SP:Iteration 12F (8270.290000 sec): 3 clusters
  Score: Raw -1623480.643618 + Penalty 3099.236631 = -1620381.406987
  nChanged 567
		SP:Iteration 13Q (8270.570000 sec): 3 clusters
  Score: Raw -1624036.741595 + Penalty 3099.236631 = -1620937.504964
  nChanged 336
		SP:Iteration 14Q (8270.700000 sec): 3 clusters
  Score: Raw -1624379.892072 + Penalty 3099.236631 = -1621280.655441
  nChanged 199
		SP:Iteration 15Q (8270.930000 sec): 3 clusters
  Score: Raw -1624573.045842 + Penalty 3099.236631 = -1621473.809211
  nChanged 123
		SP:Iteration 16Q (8271.140000 sec): 3 clusters
  Score: Raw -1624683.457738 + Penalty 3099.236631 = -1621584.221107
  nChanged 76
		SP:Iteration 17Q (8271.410000 sec): 3 clusters
  Score: Raw -1624749.296488 + Penalty 3099.236631 = -1621650.059857
  nChanged 59
		SP:Iteration 18Q (8271.630000 sec): 3 clusters
  Score: Raw -1624795.534341 + Penalty 3099.236631 = -1621696.297710
  nChanged 44
		SP:Iteration 19Q (8271.890000 sec): 3 clusters
  Score: Raw -1624833.931709 + Penalty 3099.236631 = -1621734.695078
  nChanged 38
		SP:Iteration 20F (8272.170000 sec): 3 clusters
  Score: Raw -1624861.506871 + Penalty 3099.236631 = -1621762.270240
  nChanged 29
		SP:Iteration 21Q (8272.440000 sec): 3 clusters
  Score: Raw -1624881.850508 + Penalty 3099.236631 = -1621782.613877
  nChanged 24
		SP:Iteration 22Q (8272.710000 sec): 3 clusters
  Score: Raw -1624896.681821 + Penalty 3099.236631 = -1621797.445190
  nChanged 21
		SP:Iteration 23Q (8272.950000 sec): 3 clusters
  Score: Raw -1624912.256774 + Penalty 3099.236631 = -1621813.020143
  nChanged 20
		SP:Iteration 24Q (8273.200000 sec): 3 clusters
  Score: Raw -1624924.206003 + Penalty 3099.236631 = -1621824.969372
  nChanged 14
		SP:Iteration 25Q (8273.430000 sec): 3 clusters
  Score: Raw -1624933.901657 + Penalty 3099.236631 = -1621834.665025
  nChanged 13
		SP:Iteration 26Q (8273.690000 sec): 3 clusters
  Score: Raw -1624941.449671 + Penalty 3099.236631 = -1621842.213040
  nChanged 8
		SP:Iteration 27Q (8273.890000 sec): 3 clusters
  Score: Raw -1624944.457467 + Penalty 3099.236631 = -1621845.220836
  nChanged 7
		SP:Iteration 28Q (8274.170000 sec): 3 clusters
  Score: Raw -1624947.427502 + Penalty 3099.236631 = -1621848.190871
  nChanged 5
		SP:Iteration 29Q (8274.410000 sec): 3 clusters
  Score: Raw -1624949.741354 + Penalty 3099.236631 = -1621850.504723
  nChanged 4
		SP:Iteration 30Q (8274.670000 sec): 3 clusters
  Score: Raw -1624951.836748 + Penalty 3099.236631 = -1621852.600117
  nChanged 7
		SP:Iteration 31Q (8274.920000 sec): 3 clusters
  Score: Raw -1624955.621708 + Penalty 3099.236631 = -1621856.385077
  nChanged 7
		SP:Iteration 32Q (8275.170000 sec): 3 clusters
  Score: Raw -1624958.715733 + Penalty 3099.236631 = -1621859.479102
  nChanged 5
		SP:Iteration 33Q (8275.450000 sec): 3 clusters
  Score: Raw -1624960.486385 + Penalty 3099.236631 = -1621861.249754
  nChanged 4
		SP:Iteration 34Q (8275.730000 sec): 3 clusters
  Score: Raw -1624962.608698 + Penalty 3099.236631 = -1621863.372067
  nChanged 3
		SP:Iteration 35Q (8275.970000 sec): 3 clusters
  Score: Raw -1624964.259145 + Penalty 3099.236631 = -1621865.022514
  nChanged 5
		SP:Iteration 36Q (8276.210000 sec): 3 clusters
  Score: Raw -1624967.376793 + Penalty 3099.236631 = -1621868.140162
  nChanged 6
		SP:Iteration 37Q (8276.450000 sec): 3 clusters
  Score: Raw -1624971.085905 + Penalty 3099.236631 = -1621871.849274
  nChanged 5
		SP:Iteration 38Q (8276.710000 sec): 3 clusters
  Score: Raw -1624972.767569 + Penalty 3099.236631 = -1621873.530938
  nChanged 2
		SP:Iteration 39Q (8276.930000 sec): 3 clusters
  Score: Raw -1624973.512868 + Penalty 3099.236631 = -1621874.276237
  nChanged 0
		SP:Iteration 40F (8277.210000 sec): 3 clusters
  Score: Raw -1624973.512868 + Penalty 3099.236631 = -1621874.276237
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8277.350000 sec): 2 clusters
  Score: Raw -67491.584027 + Penalty 1029.446316 = -66462.137711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8277.530000 sec): 3 clusters
  Score: Raw -67391.128252 + Penalty 2058.892632 = -65332.235620
  nChanged 133
		SP:Iteration 1F (8277.700000 sec): 3 clusters
  Score: Raw -67546.647231 + Penalty 2058.892632 = -65487.754599
  nChanged 40
		SP:Iteration 2F (8277.870000 sec): 3 clusters
  Score: Raw -67598.343126 + Penalty 2058.892632 = -65539.450495
  nChanged 22
		SP:Iteration 3Q (8278.090000 sec): 3 clusters
  Score: Raw -67628.957234 + Penalty 2058.892632 = -65570.064602
  nChanged 9
		SP:Iteration 4Q (8278.230000 sec): 3 clusters
  Score: Raw -67642.107791 + Penalty 2058.892632 = -65583.215159
  nChanged 6
		SP:Iteration 5Q (8278.380000 sec): 3 clusters
  Score: Raw -67655.588113 + Penalty 2058.892632 = -65596.695481
  nChanged 3
		SP:Iteration 6Q (8278.520000 sec): 3 clusters
  Score: Raw -67660.255660 + Penalty 2058.892632 = -65601.363029
  nChanged 3
		SP:Iteration 7Q (8278.700000 sec): 3 clusters
  Score: Raw -67675.211497 + Penalty 2058.892632 = -65616.318865
  nChanged 10
		SP:Iteration 8Q (8278.880000 sec): 3 clusters
  Score: Raw -67687.371235 + Penalty 2058.892632 = -65628.478603
  nChanged 6
		SP:Iteration 9Q (8279.070000 sec): 3 clusters
  Score: Raw -67697.374572 + Penalty 2058.892632 = -65638.481940
  nChanged 5
		SP:Iteration 10Q (8279.280000 sec): 3 clusters
  Score: Raw -67709.076775 + Penalty 2058.892632 = -65650.184143
  nChanged 3
		SP:Iteration 11Q (8279.480000 sec): 3 clusters
  Score: Raw -67712.378225 + Penalty 2058.892632 = -65653.485594
  nChanged 2
		SP:Iteration 12Q (8279.690000 sec): 3 clusters
  Score: Raw -67714.282457 + Penalty 2058.892632 = -65655.389825
  nChanged 1
		SP:Iteration 13Q (8279.870000 sec): 3 clusters
  Score: Raw -67715.072628 + Penalty 2058.892632 = -65656.179996
  nChanged 1
		SP:Iteration 14Q (8280.070000 sec): 3 clusters
  Score: Raw -67715.975226 + Penalty 2058.892632 = -65657.082594
  nChanged 2
		SP:Iteration 15Q (8280.270000 sec): 3 clusters
  Score: Raw -67717.688858 + Penalty 2058.892632 = -65658.796226
  nChanged 3
		SP:Iteration 16Q (8280.500000 sec): 3 clusters
  Score: Raw -67721.947314 + Penalty 2058.892632 = -65663.054682
  nChanged 2
		SP:Iteration 17Q (8280.690000 sec): 3 clusters
  Score: Raw -67725.640416 + Penalty 2058.892632 = -65666.747785
  nChanged 0
		SP:Iteration 18F (8280.880000 sec): 3 clusters
  Score: Raw -67725.640416 + Penalty 2058.892632 = -65666.747785
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (12143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8281.030000 sec): 2 clusters
  Score: Raw -1354383.786257 + Penalty 1528.232575 = -1352855.553683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8281.320000 sec): 3 clusters
  Score: Raw -1347396.804251 + Penalty 3056.465149 = -1344340.339102
  nChanged 5346
		SP:Iteration 1F (8281.560000 sec): 3 clusters
  Score: Raw -1350293.933118 + Penalty 3056.465149 = -1347237.467969
  nChanged 838
		SP:Iteration 2F (8281.770000 sec): 3 clusters
  Score: Raw -1350763.860786 + Penalty 3056.465149 = -1347707.395637
  nChanged 872
		SP:Iteration 3F (8282.050000 sec): 3 clusters
  Score: Raw -1351318.641400 + Penalty 3056.465149 = -1348262.176251
  nChanged 846
		SP:Iteration 4F (8282.350000 sec): 3 clusters
  Score: Raw -1351886.284454 + Penalty 3056.465149 = -1348829.819305
  nChanged 830
		SP:Iteration 5F (8282.600000 sec): 3 clusters
  Score: Raw -1352431.938827 + Penalty 3056.465149 = -1349375.473678
  nChanged 711
		SP:Iteration 6F (8282.890000 sec): 3 clusters
  Score: Raw -1352869.037141 + Penalty 3056.465149 = -1349812.571992
  nChanged 542
		SP:Iteration 7Q (8283.140000 sec): 3 clusters
  Score: Raw -1353150.255293 + Penalty 3056.465149 = -1350093.790144
  nChanged 420
		SP:Iteration 8Q (8283.380000 sec): 3 clusters
  Score: Raw -1353331.204551 + Penalty 3056.465149 = -1350274.739402
  nChanged 298
		SP:Iteration 9Q (8283.610000 sec): 3 clusters
  Score: Raw -1353435.492602 + Penalty 3056.465149 = -1350379.027453
  nChanged 208
		SP:Iteration 10Q (8283.900000 sec): 3 clusters
  Score: Raw -1353502.869117 + Penalty 3056.465149 = -1350446.403968
  nChanged 168
		SP:Iteration 11Q (8284.190000 sec): 3 clusters
  Score: Raw -1353550.149999 + Penalty 3056.465149 = -1350493.684850
  nChanged 130
		SP:Iteration 12Q (8284.460000 sec): 3 clusters
  Score: Raw -1353582.904404 + Penalty 3056.465149 = -1350526.439255
  nChanged 93
		SP:Iteration 13Q (8284.720000 sec): 3 clusters
  Score: Raw -1353603.060379 + Penalty 3056.465149 = -1350546.595230
  nChanged 75
		SP:Iteration 14Q (8285.020000 sec): 3 clusters
  Score: Raw -1353621.570598 + Penalty 3056.465149 = -1350565.105449
  nChanged 82
		SP:Iteration 15Q (8285.250000 sec): 3 clusters
  Score: Raw -1353641.014406 + Penalty 3056.465149 = -1350584.549257
  nChanged 79
		SP:Iteration 16Q (8285.510000 sec): 3 clusters
  Score: Raw -1353661.109377 + Penalty 3056.465149 = -1350604.644228
  nChanged 77
		SP:Iteration 17Q (8285.760000 sec): 3 clusters
  Score: Raw -1353686.157405 + Penalty 3056.465149 = -1350629.692256
  nChanged 106
		SP:Iteration 18Q (8286.010000 sec): 3 clusters
  Score: Raw -1353725.062673 + Penalty 3056.465149 = -1350668.597524
  nChanged 102
		SP:Iteration 19Q (8286.300000 sec): 3 clusters
  Score: Raw -1353774.357831 + Penalty 3056.465149 = -1350717.892681
  nChanged 109
		SP:Iteration 20F (8286.530000 sec): 3 clusters
  Score: Raw -1353839.812070 + Penalty 3056.465149 = -1350783.346921
  nChanged 118
		SP:Iteration 21Q (8286.810000 sec): 3 clusters
  Score: Raw -1353904.492347 + Penalty 3056.465149 = -1350848.027198
  nChanged 104
		SP:Iteration 22Q (8287.080000 sec): 3 clusters
  Score: Raw -1353968.095743 + Penalty 3056.465149 = -1350911.630594
  nChanged 116
		SP:Iteration 23Q (8287.330000 sec): 3 clusters
  Score: Raw -1354044.274058 + Penalty 3056.465149 = -1350987.808909
  nChanged 114
		SP:Iteration 24Q (8287.590000 sec): 3 clusters
  Score: Raw -1354118.687265 + Penalty 3056.465149 = -1351062.222116
  nChanged 104
		SP:Iteration 25Q (8287.810000 sec): 3 clusters
  Score: Raw -1354180.727098 + Penalty 3056.465149 = -1351124.261948
  nChanged 113
		SP:Iteration 26Q (8288.100000 sec): 3 clusters
  Score: Raw -1354260.513727 + Penalty 3056.465149 = -1351204.048578
  nChanged 105
		SP:Iteration 27Q (8288.350000 sec): 3 clusters
  Score: Raw -1354319.103033 + Penalty 3056.465149 = -1351262.637884
  nChanged 83
		SP:Iteration 28Q (8288.620000 sec): 3 clusters
  Score: Raw -1354357.124029 + Penalty 3056.465149 = -1351300.658880
  nChanged 61
		SP:Iteration 29Q (8288.900000 sec): 3 clusters
  Score: Raw -1354381.434568 + Penalty 3056.465149 = -1351324.969419
  nChanged 58
		SP:Iteration 30Q (8289.150000 sec): 3 clusters
  Score: Raw -1354403.336323 + Penalty 3056.465149 = -1351346.871174
  nChanged 48
		SP:Iteration 31Q (8289.370000 sec): 3 clusters
  Score: Raw -1354418.674806 + Penalty 3056.465149 = -1351362.209657
  nChanged 34
		SP:Iteration 32Q (8289.640000 sec): 3 clusters
  Score: Raw -1354428.746087 + Penalty 3056.465149 = -1351372.280938
  nChanged 27
		SP:Iteration 33Q (8289.890000 sec): 3 clusters
  Score: Raw -1354436.444190 + Penalty 3056.465149 = -1351379.979041
  nChanged 29
		SP:Iteration 34Q (8290.170000 sec): 3 clusters
  Score: Raw -1354445.846362 + Penalty 3056.465149 = -1351389.381213
  nChanged 27
		SP:Iteration 35Q (8290.460000 sec): 3 clusters
  Score: Raw -1354453.170263 + Penalty 3056.465149 = -1351396.705114
  nChanged 17
		SP:Iteration 36Q (8290.700000 sec): 3 clusters
  Score: Raw -1354457.978167 + Penalty 3056.465149 = -1351401.513018
  nChanged 21
		SP:Iteration 37Q (8290.940000 sec): 3 clusters
  Score: Raw -1354463.149204 + Penalty 3056.465149 = -1351406.684055
  nChanged 15
		SP:Iteration 38Q (8291.210000 sec): 3 clusters
  Score: Raw -1354466.855874 + Penalty 3056.465149 = -1351410.390725
  nChanged 20
		SP:Iteration 39Q (8291.460000 sec): 3 clusters
  Score: Raw -1354474.332630 + Penalty 3056.465149 = -1351417.867481
  nChanged 30
		SP:Iteration 40F (8291.790000 sec): 3 clusters
  Score: Raw -1354485.279317 + Penalty 3056.465149 = -1351428.814168
  nChanged 25
		SP:Iteration 41Q (8292.000000 sec): 3 clusters
  Score: Raw -1354492.498214 + Penalty 3056.465149 = -1351436.033065
  nChanged 18
		SP:Iteration 42Q (8292.270000 sec): 3 clusters
  Score: Raw -1354498.615810 + Penalty 3056.465149 = -1351442.150661
  nChanged 17
		SP:Iteration 43Q (8292.510000 sec): 3 clusters
  Score: Raw -1354505.213242 + Penalty 3056.465149 = -1351448.748093
  nChanged 17
		SP:Iteration 44Q (8292.710000 sec): 3 clusters
  Score: Raw -1354510.460891 + Penalty 3056.465149 = -1351453.995742
  nChanged 14
		SP:Iteration 45Q (8292.940000 sec): 3 clusters
  Score: Raw -1354514.149453 + Penalty 3056.465149 = -1351457.684304
  nChanged 13
		SP:Iteration 46Q (8293.210000 sec): 3 clusters
  Score: Raw -1354518.228846 + Penalty 3056.465149 = -1351461.763697
  nChanged 7
		SP:Iteration 47Q (8293.400000 sec): 3 clusters
  Score: Raw -1354520.648335 + Penalty 3056.465149 = -1351464.183186
  nChanged 8
		SP:Iteration 48Q (8293.610000 sec): 3 clusters
  Score: Raw -1354522.361570 + Penalty 3056.465149 = -1351465.896421
  nChanged 4
		SP:Iteration 49Q (8293.800000 sec): 3 clusters
  Score: Raw -1354523.573977 + Penalty 3056.465149 = -1351467.108828
  nChanged 6
		SP:Iteration 50Q (8294.040000 sec): 3 clusters
  Score: Raw -1354525.606531 + Penalty 3056.465149 = -1351469.141382
  nChanged 10
		SP:Iteration 51Q (8294.240000 sec): 3 clusters
  Score: Raw -1354528.715059 + Penalty 3056.465149 = -1351472.249910
  nChanged 9
		SP:Iteration 52Q (8294.450000 sec): 3 clusters
  Score: Raw -1354532.611825 + Penalty 3056.465149 = -1351476.146676
  nChanged 10
		SP:Iteration 53Q (8294.660000 sec): 3 clusters
  Score: Raw -1354535.571971 + Penalty 3056.465149 = -1351479.106822
  nChanged 12
		SP:Iteration 54Q (8294.900000 sec): 3 clusters
  Score: Raw -1354539.080756 + Penalty 3056.465149 = -1351482.615607
  nChanged 12
		SP:Iteration 55Q (8295.120000 sec): 3 clusters
  Score: Raw -1354542.889362 + Penalty 3056.465149 = -1351486.424213
  nChanged 10
		SP:Iteration 56Q (8295.290000 sec): 3 clusters
  Score: Raw -1354545.292183 + Penalty 3056.465149 = -1351488.827034
  nChanged 8
		SP:Iteration 57Q (8295.470000 sec): 3 clusters
  Score: Raw -1354547.017316 + Penalty 3056.465149 = -1351490.552166
  nChanged 9
		SP:Iteration 58Q (8295.680000 sec): 3 clusters
  Score: Raw -1354550.246206 + Penalty 3056.465149 = -1351493.781057
  nChanged 6
		SP:Iteration 59Q (8295.880000 sec): 3 clusters
  Score: Raw -1354552.326056 + Penalty 3056.465149 = -1351495.860907
  nChanged 5
		SP:Iteration 60F (8296.060000 sec): 3 clusters
  Score: Raw -1354554.615733 + Penalty 3056.465149 = -1351498.150584
  nChanged 8
		SP:Iteration 61Q (8296.240000 sec): 3 clusters
  Score: Raw -1354556.909647 + Penalty 3056.465149 = -1351500.444497
  nChanged 7
		SP:Iteration 62Q (8296.450000 sec): 3 clusters
  Score: Raw -1354558.971374 + Penalty 3056.465149 = -1351502.506224
  nChanged 7
		SP:Iteration 63Q (8296.660000 sec): 3 clusters
  Score: Raw -1354560.882451 + Penalty 3056.465149 = -1351504.417302
  nChanged 5
		SP:Iteration 64Q (8296.890000 sec): 3 clusters
  Score: Raw -1354562.159416 + Penalty 3056.465149 = -1351505.694267
  nChanged 2
		SP:Iteration 65Q (8297.080000 sec): 3 clusters
  Score: Raw -1354562.569107 + Penalty 3056.465149 = -1351506.103958
  nChanged 2
		SP:Iteration 66Q (8297.320000 sec): 3 clusters
  Score: Raw -1354563.087406 + Penalty 3056.465149 = -1351506.622257
  nChanged 2
		SP:Iteration 67Q (8297.530000 sec): 3 clusters
  Score: Raw -1354563.823958 + Penalty 3056.465149 = -1351507.358809
  nChanged 4
		SP:Iteration 68Q (8297.780000 sec): 3 clusters
  Score: Raw -1354564.895036 + Penalty 3056.465149 = -1351508.429887
  nChanged 3
		SP:Iteration 69Q (8297.970000 sec): 3 clusters
  Score: Raw -1354565.354645 + Penalty 3056.465149 = -1351508.889496
  nChanged 1
		SP:Iteration 70Q (8298.250000 sec): 3 clusters
  Score: Raw -1354565.565769 + Penalty 3056.465149 = -1351509.100620
  nChanged 2
		SP:Iteration 71Q (8298.450000 sec): 3 clusters
  Score: Raw -1354566.151014 + Penalty 3056.465149 = -1351509.685865
  nChanged 1
		SP:Iteration 72Q (8298.700000 sec): 3 clusters
  Score: Raw -1354566.469582 + Penalty 3056.465149 = -1351510.004433
  nChanged 3
		SP:Iteration 73Q (8298.970000 sec): 3 clusters
  Score: Raw -1354567.532583 + Penalty 3056.465149 = -1351511.067434
  nChanged 5
		SP:Iteration 74Q (8299.240000 sec): 3 clusters
  Score: Raw -1354569.458159 + Penalty 3056.465149 = -1351512.993010
  nChanged 6
		SP:Iteration 75Q (8299.430000 sec): 3 clusters
  Score: Raw -1354571.663860 + Penalty 3056.465149 = -1351515.198711
  nChanged 2
		SP:Iteration 76Q (8299.690000 sec): 3 clusters
  Score: Raw -1354572.545115 + Penalty 3056.465149 = -1351516.079966
  nChanged 3
		SP:Iteration 77Q (8299.910000 sec): 3 clusters
  Score: Raw -1354574.255036 + Penalty 3056.465149 = -1351517.789887
  nChanged 6
		SP:Iteration 78Q (8300.150000 sec): 3 clusters
  Score: Raw -1354576.329343 + Penalty 3056.465149 = -1351519.864194
  nChanged 3
		SP:Iteration 79Q (8300.360000 sec): 3 clusters
  Score: Raw -1354577.409579 + Penalty 3056.465149 = -1351520.944430
  nChanged 4
		SP:Iteration 80F (8300.620000 sec): 3 clusters
  Score: Raw -1354578.665671 + Penalty 3056.465149 = -1351522.200522
  nChanged 2
		SP:Iteration 81Q (8300.810000 sec): 3 clusters
  Score: Raw -1354579.141428 + Penalty 3056.465149 = -1351522.676279
  nChanged 1
		SP:Iteration 82Q (8301.010000 sec): 3 clusters
  Score: Raw -1354579.342477 + Penalty 3056.465149 = -1351522.877328
  nChanged 0
		SP:Iteration 83F (8301.230000 sec): 3 clusters
  Score: Raw -1354579.342477 + Penalty 3056.465149 = -1351522.877328
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (15969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8301.370000 sec): 2 clusters
  Score: Raw -1756848.022282 + Penalty 1572.740751 = -1755275.281531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8301.600000 sec): 3 clusters
  Score: Raw -1747413.330240 + Penalty 3145.481502 = -1744267.848737
  nChanged 7131
		SP:Iteration 1F (8301.800000 sec): 3 clusters
  Score: Raw -1751467.879056 + Penalty 3145.481502 = -1748322.397554
  nChanged 1007
		SP:Iteration 2F (8302.000000 sec): 3 clusters
  Score: Raw -1751998.125102 + Penalty 3145.481502 = -1748852.643599
  nChanged 972
		SP:Iteration 3F (8302.240000 sec): 3 clusters
  Score: Raw -1752551.709860 + Penalty 3145.481502 = -1749406.228358
  nChanged 964
		SP:Iteration 4F (8302.470000 sec): 3 clusters
  Score: Raw -1753094.757779 + Penalty 3145.481502 = -1749949.276277
  nChanged 876
		SP:Iteration 5F (8302.700000 sec): 3 clusters
  Score: Raw -1753581.066079 + Penalty 3145.481502 = -1750435.584577
  nChanged 765
		SP:Iteration 6Q (8302.930000 sec): 3 clusters
  Score: Raw -1753977.138516 + Penalty 3145.481502 = -1750831.657014
  nChanged 664
		SP:Iteration 7Q (8303.170000 sec): 3 clusters
  Score: Raw -1754293.673045 + Penalty 3145.481502 = -1751148.191543
  nChanged 623
		SP:Iteration 8Q (8303.470000 sec): 3 clusters
  Score: Raw -1754590.412110 + Penalty 3145.481502 = -1751444.930608
  nChanged 526
		SP:Iteration 9Q (8303.780000 sec): 3 clusters
  Score: Raw -1754823.372147 + Penalty 3145.481502 = -1751677.890645
  nChanged 452
		SP:Iteration 10Q (8304.080000 sec): 3 clusters
  Score: Raw -1755020.253320 + Penalty 3145.481502 = -1751874.771818
  nChanged 414
		SP:Iteration 11Q (8304.320000 sec): 3 clusters
  Score: Raw -1755199.728599 + Penalty 3145.481502 = -1752054.247097
  nChanged 374
		SP:Iteration 12Q (8304.580000 sec): 3 clusters
  Score: Raw -1755357.251305 + Penalty 3145.481502 = -1752211.769803
  nChanged 333
		SP:Iteration 13Q (8304.840000 sec): 3 clusters
  Score: Raw -1755460.831604 + Penalty 3145.481502 = -1752315.350102
  nChanged 236
		SP:Iteration 14Q (8305.110000 sec): 3 clusters
  Score: Raw -1755531.957537 + Penalty 3145.481502 = -1752386.476035
  nChanged 220
		SP:Iteration 15Q (8305.310000 sec): 3 clusters
  Score: Raw -1755590.206927 + Penalty 3145.481502 = -1752444.725425
  nChanged 199
		SP:Iteration 16Q (8305.590000 sec): 3 clusters
  Score: Raw -1755638.016237 + Penalty 3145.481502 = -1752492.534735
  nChanged 159
		SP:Iteration 17Q (8305.860000 sec): 3 clusters
  Score: Raw -1755678.814456 + Penalty 3145.481502 = -1752533.332954
  nChanged 152
		SP:Iteration 18Q (8306.060000 sec): 3 clusters
  Score: Raw -1755714.864198 + Penalty 3145.481502 = -1752569.382696
  nChanged 144
		SP:Iteration 19Q (8306.360000 sec): 3 clusters
  Score: Raw -1755747.872643 + Penalty 3145.481502 = -1752602.391141
  nChanged 129
		SP:Iteration 20F (8306.630000 sec): 3 clusters
  Score: Raw -1755780.077650 + Penalty 3145.481502 = -1752634.596148
  nChanged 131
		SP:Iteration 21Q (8306.940000 sec): 3 clusters
  Score: Raw -1755809.994109 + Penalty 3145.481502 = -1752664.512607
  nChanged 125
		SP:Iteration 22Q (8307.190000 sec): 3 clusters
  Score: Raw -1755836.249089 + Penalty 3145.481502 = -1752690.767587
  nChanged 121
		SP:Iteration 23Q (8307.440000 sec): 3 clusters
  Score: Raw -1755864.703092 + Penalty 3145.481502 = -1752719.221590
  nChanged 123
		SP:Iteration 24Q (8307.750000 sec): 3 clusters
  Score: Raw -1755897.759902 + Penalty 3145.481502 = -1752752.278400
  nChanged 126
		SP:Iteration 25Q (8308.030000 sec): 3 clusters
  Score: Raw -1755933.222452 + Penalty 3145.481502 = -1752787.740949
  nChanged 156
		SP:Iteration 26Q (8308.270000 sec): 3 clusters
  Score: Raw -1755979.208184 + Penalty 3145.481502 = -1752833.726682
  nChanged 154
		SP:Iteration 27Q (8308.550000 sec): 3 clusters
  Score: Raw -1756025.483663 + Penalty 3145.481502 = -1752880.002161
  nChanged 153
		SP:Iteration 28Q (8308.830000 sec): 3 clusters
  Score: Raw -1756069.007720 + Penalty 3145.481502 = -1752923.526218
  nChanged 139
		SP:Iteration 29Q (8309.090000 sec): 3 clusters
  Score: Raw -1756106.412385 + Penalty 3145.481502 = -1752960.930882
  nChanged 138
		SP:Iteration 30Q (8309.370000 sec): 3 clusters
  Score: Raw -1756140.724379 + Penalty 3145.481502 = -1752995.242877
  nChanged 136
		SP:Iteration 31Q (8309.660000 sec): 3 clusters
  Score: Raw -1756170.860226 + Penalty 3145.481502 = -1753025.378724
  nChanged 129
		SP:Iteration 32Q (8310.010000 sec): 3 clusters
  Score: Raw -1756205.233295 + Penalty 3145.481502 = -1753059.751793
  nChanged 117
		SP:Iteration 33Q (8310.250000 sec): 3 clusters
  Score: Raw -1756244.869202 + Penalty 3145.481502 = -1753099.387700
  nChanged 133
		SP:Iteration 34Q (8310.530000 sec): 3 clusters
  Score: Raw -1756289.156697 + Penalty 3145.481502 = -1753143.675195
  nChanged 130
		SP:Iteration 35Q (8310.790000 sec): 3 clusters
  Score: Raw -1756328.715816 + Penalty 3145.481502 = -1753183.234313
  nChanged 125
		SP:Iteration 36Q (8311.040000 sec): 3 clusters
  Score: Raw -1756363.185026 + Penalty 3145.481502 = -1753217.703524
  nChanged 120
		SP:Iteration 37Q (8311.280000 sec): 3 clusters
  Score: Raw -1756401.777005 + Penalty 3145.481502 = -1753256.295502
  nChanged 133
		SP:Iteration 38Q (8311.520000 sec): 3 clusters
  Score: Raw -1756437.124177 + Penalty 3145.481502 = -1753291.642675
  nChanged 109
		SP:Iteration 39Q (8311.800000 sec): 3 clusters
  Score: Raw -1756462.411344 + Penalty 3145.481502 = -1753316.929842
  nChanged 103
		SP:Iteration 40F (8312.030000 sec): 3 clusters
  Score: Raw -1756488.500068 + Penalty 3145.481502 = -1753343.018566
  nChanged 94
		SP:Iteration 41Q (8312.280000 sec): 3 clusters
  Score: Raw -1756510.153114 + Penalty 3145.481502 = -1753364.671612
  nChanged 99
		SP:Iteration 42Q (8312.560000 sec): 3 clusters
  Score: Raw -1756534.894616 + Penalty 3145.481502 = -1753389.413114
  nChanged 91
		SP:Iteration 43Q (8312.810000 sec): 3 clusters
  Score: Raw -1756561.881876 + Penalty 3145.481502 = -1753416.400373
  nChanged 105
		SP:Iteration 44Q (8313.070000 sec): 3 clusters
  Score: Raw -1756591.372414 + Penalty 3145.481502 = -1753445.890912
  nChanged 115
		SP:Iteration 45Q (8313.320000 sec): 3 clusters
  Score: Raw -1756624.162841 + Penalty 3145.481502 = -1753478.681338
  nChanged 93
		SP:Iteration 46Q (8313.590000 sec): 3 clusters
  Score: Raw -1756651.259256 + Penalty 3145.481502 = -1753505.777754
  nChanged 102
		SP:Iteration 47Q (8313.890000 sec): 3 clusters
  Score: Raw -1756678.076678 + Penalty 3145.481502 = -1753532.595176
  nChanged 82
		SP:Iteration 48Q (8314.160000 sec): 3 clusters
  Score: Raw -1756697.506183 + Penalty 3145.481502 = -1753552.024681
  nChanged 78
		SP:Iteration 49Q (8314.430000 sec): 3 clusters
  Score: Raw -1756714.832703 + Penalty 3145.481502 = -1753569.351200
  nChanged 78
		SP:Iteration 50Q (8314.740000 sec): 3 clusters
  Score: Raw -1756730.477074 + Penalty 3145.481502 = -1753584.995572
  nChanged 69
		SP:Iteration 51Q (8314.960000 sec): 3 clusters
  Score: Raw -1756744.438925 + Penalty 3145.481502 = -1753598.957423
  nChanged 65
		SP:Iteration 52Q (8315.210000 sec): 3 clusters
  Score: Raw -1756758.907128 + Penalty 3145.481502 = -1753613.425626
  nChanged 52
		SP:Iteration 53Q (8315.460000 sec): 3 clusters
  Score: Raw -1756768.377495 + Penalty 3145.481502 = -1753622.895993
  nChanged 59
		SP:Iteration 54Q (8315.660000 sec): 3 clusters
  Score: Raw -1756780.322104 + Penalty 3145.481502 = -1753634.840602
  nChanged 60
		SP:Iteration 55Q (8315.910000 sec): 3 clusters
  Score: Raw -1756794.195275 + Penalty 3145.481502 = -1753648.713773
  nChanged 69
		SP:Iteration 56Q (8316.170000 sec): 3 clusters
  Score: Raw -1756810.593160 + Penalty 3145.481502 = -1753665.111658
  nChanged 66
		SP:Iteration 57Q (8316.390000 sec): 3 clusters
  Score: Raw -1756825.555561 + Penalty 3145.481502 = -1753680.074059
  nChanged 70
		SP:Iteration 58Q (8316.690000 sec): 3 clusters
  Score: Raw -1756843.708788 + Penalty 3145.481502 = -1753698.227286
  nChanged 75
		SP:Iteration 59Q (8316.970000 sec): 3 clusters
  Score: Raw -1756862.650005 + Penalty 3145.481502 = -1753717.168503
  nChanged 75
		SP:Iteration 60F (8317.250000 sec): 3 clusters
  Score: Raw -1756883.372140 + Penalty 3145.481502 = -1753737.890638
  nChanged 76
		SP:Iteration 61Q (8317.490000 sec): 3 clusters
  Score: Raw -1756902.974876 + Penalty 3145.481502 = -1753757.493374
  nChanged 81
		SP:Iteration 62Q (8317.730000 sec): 3 clusters
  Score: Raw -1756922.905821 + Penalty 3145.481502 = -1753777.424319
  nChanged 70
		SP:Iteration 63Q (8317.980000 sec): 3 clusters
  Score: Raw -1756939.955389 + Penalty 3145.481502 = -1753794.473886
  nChanged 69
		SP:Iteration 64Q (8318.210000 sec): 3 clusters
  Score: Raw -1756954.120547 + Penalty 3145.481502 = -1753808.639045
  nChanged 57
		SP:Iteration 65Q (8318.480000 sec): 3 clusters
  Score: Raw -1756967.094613 + Penalty 3145.481502 = -1753821.613111
  nChanged 43
		SP:Iteration 66Q (8318.750000 sec): 3 clusters
  Score: Raw -1756977.728419 + Penalty 3145.481502 = -1753832.246917
  nChanged 45
		SP:Iteration 67Q (8319.010000 sec): 3 clusters
  Score: Raw -1756987.725845 + Penalty 3145.481502 = -1753842.244343
  nChanged 33
		SP:Iteration 68Q (8319.230000 sec): 3 clusters
  Score: Raw -1756995.457648 + Penalty 3145.481502 = -1753849.976146
  nChanged 35
		SP:Iteration 69Q (8319.570000 sec): 3 clusters
  Score: Raw -1757002.824961 + Penalty 3145.481502 = -1753857.343459
  nChanged 33
		SP:Iteration 70Q (8319.810000 sec): 3 clusters
  Score: Raw -1757007.967895 + Penalty 3145.481502 = -1753862.486393
  nChanged 27
		SP:Iteration 71Q (8320.120000 sec): 3 clusters
  Score: Raw -1757012.842206 + Penalty 3145.481502 = -1753867.360704
  nChanged 23
		SP:Iteration 72Q (8320.420000 sec): 3 clusters
  Score: Raw -1757016.634014 + Penalty 3145.481502 = -1753871.152512
  nChanged 14
		SP:Iteration 73Q (8320.650000 sec): 3 clusters
  Score: Raw -1757018.671190 + Penalty 3145.481502 = -1753873.189688
  nChanged 7
		SP:Iteration 74Q (8320.900000 sec): 3 clusters
  Score: Raw -1757019.864459 + Penalty 3145.481502 = -1753874.382957
  nChanged 5
		SP:Iteration 75Q (8321.160000 sec): 3 clusters
  Score: Raw -1757020.318406 + Penalty 3145.481502 = -1753874.836903
  nChanged 6
		SP:Iteration 76Q (8321.440000 sec): 3 clusters
  Score: Raw -1757020.775375 + Penalty 3145.481502 = -1753875.293873
  nChanged 5
		SP:Iteration 77Q (8321.660000 sec): 3 clusters
  Score: Raw -1757021.366728 + Penalty 3145.481502 = -1753875.885226
  nChanged 4
		SP:Iteration 78Q (8321.910000 sec): 3 clusters
  Score: Raw -1757022.280996 + Penalty 3145.481502 = -1753876.799493
  nChanged 7
		SP:Iteration 79Q (8322.150000 sec): 3 clusters
  Score: Raw -1757023.006054 + Penalty 3145.481502 = -1753877.524552
  nChanged 10
		SP:Iteration 80F (8322.440000 sec): 3 clusters
  Score: Raw -1757024.353551 + Penalty 3145.481502 = -1753878.872049
  nChanged 12
		SP:Iteration 81Q (8322.700000 sec): 3 clusters
  Score: Raw -1757027.063478 + Penalty 3145.481502 = -1753881.581976
  nChanged 19
		SP:Iteration 82Q (8323.000000 sec): 3 clusters
  Score: Raw -1757030.474889 + Penalty 3145.481502 = -1753884.993387
  nChanged 18
		SP:Iteration 83Q (8323.290000 sec): 3 clusters
  Score: Raw -1757033.535660 + Penalty 3145.481502 = -1753888.054158
  nChanged 20
		SP:Iteration 84Q (8323.530000 sec): 3 clusters
  Score: Raw -1757036.036536 + Penalty 3145.481502 = -1753890.555034
  nChanged 15
		SP:Iteration 85Q (8323.820000 sec): 3 clusters
  Score: Raw -1757038.276577 + Penalty 3145.481502 = -1753892.795075
  nChanged 21
		SP:Iteration 86Q (8324.110000 sec): 3 clusters
  Score: Raw -1757042.177771 + Penalty 3145.481502 = -1753896.696269
  nChanged 22
		SP:Iteration 87Q (8324.390000 sec): 3 clusters
  Score: Raw -1757046.954330 + Penalty 3145.481502 = -1753901.472827
  nChanged 25
		SP:Iteration 88Q (8324.700000 sec): 3 clusters
  Score: Raw -1757051.421299 + Penalty 3145.481502 = -1753905.939797
  nChanged 25
		SP:Iteration 89Q (8324.970000 sec): 3 clusters
  Score: Raw -1757056.753510 + Penalty 3145.481502 = -1753911.272008
  nChanged 22
		SP:Iteration 90Q (8325.240000 sec): 3 clusters
  Score: Raw -1757061.188998 + Penalty 3145.481502 = -1753915.707495
  nChanged 18
		SP:Iteration 91Q (8325.510000 sec): 3 clusters
  Score: Raw -1757065.016290 + Penalty 3145.481502 = -1753919.534788
  nChanged 23
		SP:Iteration 92Q (8325.790000 sec): 3 clusters
  Score: Raw -1757071.234014 + Penalty 3145.481502 = -1753925.752512
  nChanged 30
		SP:Iteration 93Q (8326.070000 sec): 3 clusters
  Score: Raw -1757079.205829 + Penalty 3145.481502 = -1753933.724327
  nChanged 32
		SP:Iteration 94Q (8326.310000 sec): 3 clusters
  Score: Raw -1757086.515990 + Penalty 3145.481502 = -1753941.034487
  nChanged 23
		SP:Iteration 95Q (8326.540000 sec): 3 clusters
  Score: Raw -1757092.281256 + Penalty 3145.481502 = -1753946.799754
  nChanged 24
		SP:Iteration 96Q (8326.850000 sec): 3 clusters
  Score: Raw -1757098.288222 + Penalty 3145.481502 = -1753952.806720
  nChanged 27
		SP:Iteration 97Q (8327.070000 sec): 3 clusters
  Score: Raw -1757103.738614 + Penalty 3145.481502 = -1753958.257112
  nChanged 21
		SP:Iteration 98Q (8327.330000 sec): 3 clusters
  Score: Raw -1757108.011796 + Penalty 3145.481502 = -1753962.530294
  nChanged 20
		SP:Iteration 99Q (8327.650000 sec): 3 clusters
  Score: Raw -1757111.017749 + Penalty 3145.481502 = -1753965.536247
  nChanged 17
		SP:Iteration 100F (8327.910000 sec): 3 clusters
  Score: Raw -1757113.782276 + Penalty 3145.481502 = -1753968.300774
  nChanged 22
		SP:Iteration 101Q (8328.190000 sec): 3 clusters
  Score: Raw -1757118.214118 + Penalty 3145.481502 = -1753972.732616
  nChanged 18
		SP:Iteration 102Q (8328.430000 sec): 3 clusters
  Score: Raw -1757121.528599 + Penalty 3145.481502 = -1753976.047096
  nChanged 11
		SP:Iteration 103Q (8328.710000 sec): 3 clusters
  Score: Raw -1757123.654252 + Penalty 3145.481502 = -1753978.172750
  nChanged 18
		SP:Iteration 104Q (8328.980000 sec): 3 clusters
  Score: Raw -1757127.191212 + Penalty 3145.481502 = -1753981.709710
  nChanged 21
		SP:Iteration 105Q (8329.230000 sec): 3 clusters
  Score: Raw -1757130.855836 + Penalty 3145.481502 = -1753985.374333
  nChanged 18
		SP:Iteration 106Q (8329.450000 sec): 3 clusters
  Score: Raw -1757134.936339 + Penalty 3145.481502 = -1753989.454837
  nChanged 20
		SP:Iteration 107Q (8329.740000 sec): 3 clusters
  Score: Raw -1757140.912693 + Penalty 3145.481502 = -1753995.431191
  nChanged 19
		SP:Iteration 108Q (8329.940000 sec): 3 clusters
  Score: Raw -1757146.023423 + Penalty 3145.481502 = -1754000.541920
  nChanged 16
		SP:Iteration 109Q (8330.150000 sec): 3 clusters
  Score: Raw -1757150.606202 + Penalty 3145.481502 = -1754005.124700
  nChanged 15
		SP:Iteration 110Q (8330.360000 sec): 3 clusters
  Score: Raw -1757154.272520 + Penalty 3145.481502 = -1754008.791018
  nChanged 7
		SP:Iteration 111Q (8330.630000 sec): 3 clusters
  Score: Raw -1757155.545578 + Penalty 3145.481502 = -1754010.064075
  nChanged 6
		SP:Iteration 112Q (8330.870000 sec): 3 clusters
  Score: Raw -1757157.656339 + Penalty 3145.481502 = -1754012.174837
  nChanged 6
		SP:Iteration 113Q (8331.120000 sec): 3 clusters
  Score: Raw -1757159.091689 + Penalty 3145.481502 = -1754013.610187
  nChanged 10
		SP:Iteration 114Q (8331.380000 sec): 3 clusters
  Score: Raw -1757160.713402 + Penalty 3145.481502 = -1754015.231900
  nChanged 6
		SP:Iteration 115Q (8331.670000 sec): 3 clusters
  Score: Raw -1757161.701763 + Penalty 3145.481502 = -1754016.220261
  nChanged 6
		SP:Iteration 116Q (8331.860000 sec): 3 clusters
  Score: Raw -1757162.492126 + Penalty 3145.481502 = -1754017.010624
  nChanged 5
		SP:Iteration 117Q (8332.130000 sec): 3 clusters
  Score: Raw -1757163.033482 + Penalty 3145.481502 = -1754017.551980
  nChanged 5
		SP:Iteration 118Q (8332.360000 sec): 3 clusters
  Score: Raw -1757164.328719 + Penalty 3145.481502 = -1754018.847217
  nChanged 6
		SP:Iteration 119Q (8332.600000 sec): 3 clusters
  Score: Raw -1757165.756279 + Penalty 3145.481502 = -1754020.274777
  nChanged 7
		SP:Iteration 120F (8332.840000 sec): 3 clusters
  Score: Raw -1757166.963735 + Penalty 3145.481502 = -1754021.482232
  nChanged 10
		SP:Iteration 121Q (8333.100000 sec): 3 clusters
  Score: Raw -1757168.574206 + Penalty 3145.481502 = -1754023.092704
  nChanged 8
		SP:Iteration 122Q (8333.360000 sec): 3 clusters
  Score: Raw -1757171.046983 + Penalty 3145.481502 = -1754025.565481
  nChanged 5
		SP:Iteration 123Q (8333.620000 sec): 3 clusters
  Score: Raw -1757172.057028 + Penalty 3145.481502 = -1754026.575526
  nChanged 4
		SP:Iteration 124Q (8333.980000 sec): 3 clusters
  Score: Raw -1757172.579462 + Penalty 3145.481502 = -1754027.097959
  nChanged 2
		SP:Iteration 125Q (8334.210000 sec): 3 clusters
  Score: Raw -1757172.698821 + Penalty 3145.481502 = -1754027.217319
  nChanged 1
		SP:Iteration 126Q (8334.470000 sec): 3 clusters
  Score: Raw -1757172.772589 + Penalty 3145.481502 = -1754027.291087
  nChanged 2
		SP:Iteration 127Q (8334.750000 sec): 3 clusters
  Score: Raw -1757172.912940 + Penalty 3145.481502 = -1754027.431438
  nChanged 0
		SP:Iteration 128F (8335.000000 sec): 3 clusters
  Score: Raw -1757172.912940 + Penalty 3145.481502 = -1754027.431438
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (12059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8335.130000 sec): 2 clusters
  Score: Raw -1378189.278027 + Penalty 1527.104564 = -1376662.173463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8335.360000 sec): 3 clusters
  Score: Raw -1371206.938013 + Penalty 3054.209128 = -1368152.728885
  nChanged 5220
		SP:Iteration 1F (8335.620000 sec): 3 clusters
  Score: Raw -1373898.367212 + Penalty 3054.209128 = -1370844.158084
  nChanged 711
		SP:Iteration 2F (8335.840000 sec): 3 clusters
  Score: Raw -1374162.619517 + Penalty 3054.209128 = -1371108.410389
  nChanged 569
		SP:Iteration 3Q (8336.080000 sec): 3 clusters
  Score: Raw -1374371.348002 + Penalty 3054.209128 = -1371317.138874
  nChanged 511
		SP:Iteration 4Q (8336.350000 sec): 3 clusters
  Score: Raw -1374550.025159 + Penalty 3054.209128 = -1371495.816031
  nChanged 441
		SP:Iteration 5Q (8336.580000 sec): 3 clusters
  Score: Raw -1374692.245737 + Penalty 3054.209128 = -1371638.036609
  nChanged 402
		SP:Iteration 6Q (8336.860000 sec): 3 clusters
  Score: Raw -1374819.904346 + Penalty 3054.209128 = -1371765.695218
  nChanged 315
		SP:Iteration 7Q (8337.100000 sec): 3 clusters
  Score: Raw -1374923.717616 + Penalty 3054.209128 = -1371869.508488
  nChanged 332
		SP:Iteration 8Q (8337.370000 sec): 3 clusters
  Score: Raw -1375047.088054 + Penalty 3054.209128 = -1371992.878926
  nChanged 356
		SP:Iteration 9Q (8337.600000 sec): 3 clusters
  Score: Raw -1375176.763897 + Penalty 3054.209128 = -1372122.554769
  nChanged 358
		SP:Iteration 10Q (8337.850000 sec): 3 clusters
  Score: Raw -1375311.754704 + Penalty 3054.209128 = -1372257.545576
  nChanged 353
		SP:Iteration 11Q (8338.100000 sec): 3 clusters
  Score: Raw -1375446.812599 + Penalty 3054.209128 = -1372392.603471
  nChanged 364
		SP:Iteration 12Q (8338.360000 sec): 3 clusters
  Score: Raw -1375610.749562 + Penalty 3054.209128 = -1372556.540434
  nChanged 368
		SP:Iteration 13Q (8338.600000 sec): 3 clusters
  Score: Raw -1375803.447738 + Penalty 3054.209128 = -1372749.238610
  nChanged 417
		SP:Iteration 14Q (8338.840000 sec): 3 clusters
  Score: Raw -1376064.910606 + Penalty 3054.209128 = -1373010.701478
  nChanged 475
		SP:Iteration 15Q (8339.050000 sec): 3 clusters
  Score: Raw -1376380.820805 + Penalty 3054.209128 = -1373326.611677
  nChanged 460
		SP:Iteration 16Q (8339.280000 sec): 3 clusters
  Score: Raw -1376685.201058 + Penalty 3054.209128 = -1373630.991929
  nChanged 412
		SP:Iteration 17Q (8339.530000 sec): 3 clusters
  Score: Raw -1376945.325866 + Penalty 3054.209128 = -1373891.116737
  nChanged 356
		SP:Iteration 18Q (8339.730000 sec): 3 clusters
  Score: Raw -1377151.610256 + Penalty 3054.209128 = -1374097.401128
  nChanged 286
		SP:Iteration 19Q (8339.980000 sec): 3 clusters
  Score: Raw -1377300.001139 + Penalty 3054.209128 = -1374245.792011
  nChanged 217
		SP:Iteration 20F (8340.180000 sec): 3 clusters
  Score: Raw -1377402.480724 + Penalty 3054.209128 = -1374348.271596
  nChanged 179
		SP:Iteration 21Q (8340.400000 sec): 3 clusters
  Score: Raw -1377485.932267 + Penalty 3054.209128 = -1374431.723138
  nChanged 165
		SP:Iteration 22Q (8340.720000 sec): 3 clusters
  Score: Raw -1377564.872049 + Penalty 3054.209128 = -1374510.662921
  nChanged 146
		SP:Iteration 23Q (8341.020000 sec): 3 clusters
  Score: Raw -1377626.714558 + Penalty 3054.209128 = -1374572.505430
  nChanged 128
		SP:Iteration 24Q (8341.230000 sec): 3 clusters
  Score: Raw -1377686.389987 + Penalty 3054.209128 = -1374632.180859
  nChanged 123
		SP:Iteration 25Q (8341.480000 sec): 3 clusters
  Score: Raw -1377750.935901 + Penalty 3054.209128 = -1374696.726772
  nChanged 125
		SP:Iteration 26Q (8341.700000 sec): 3 clusters
  Score: Raw -1377817.695820 + Penalty 3054.209128 = -1374763.486692
  nChanged 136
		SP:Iteration 27Q (8341.980000 sec): 3 clusters
  Score: Raw -1377895.532561 + Penalty 3054.209128 = -1374841.323432
  nChanged 114
		SP:Iteration 28Q (8342.210000 sec): 3 clusters
  Score: Raw -1377963.127537 + Penalty 3054.209128 = -1374908.918409
  nChanged 107
		SP:Iteration 29Q (8342.460000 sec): 3 clusters
  Score: Raw -1378037.342076 + Penalty 3054.209128 = -1374983.132947
  nChanged 98
		SP:Iteration 30Q (8342.690000 sec): 3 clusters
  Score: Raw -1378110.691084 + Penalty 3054.209128 = -1375056.481956
  nChanged 99
		SP:Iteration 31Q (8342.920000 sec): 3 clusters
  Score: Raw -1378183.354962 + Penalty 3054.209128 = -1375129.145834
  nChanged 75
		SP:Iteration 32Q (8343.180000 sec): 3 clusters
  Score: Raw -1378235.122273 + Penalty 3054.209128 = -1375180.913145
  nChanged 57
		SP:Iteration 33Q (8343.440000 sec): 3 clusters
  Score: Raw -1378277.658770 + Penalty 3054.209128 = -1375223.449642
  nChanged 56
		SP:Iteration 34Q (8343.650000 sec): 3 clusters
  Score: Raw -1378321.544874 + Penalty 3054.209128 = -1375267.335746
  nChanged 52
		SP:Iteration 35Q (8343.900000 sec): 3 clusters
  Score: Raw -1378359.372167 + Penalty 3054.209128 = -1375305.163039
  nChanged 41
		SP:Iteration 36Q (8344.160000 sec): 3 clusters
  Score: Raw -1378393.908636 + Penalty 3054.209128 = -1375339.699508
  nChanged 34
		SP:Iteration 37Q (8344.350000 sec): 3 clusters
  Score: Raw -1378418.769399 + Penalty 3054.209128 = -1375364.560271
  nChanged 23
		SP:Iteration 38Q (8344.630000 sec): 3 clusters
  Score: Raw -1378432.644278 + Penalty 3054.209128 = -1375378.435149
  nChanged 17
		SP:Iteration 39Q (8344.870000 sec): 3 clusters
  Score: Raw -1378442.088761 + Penalty 3054.209128 = -1375387.879633
  nChanged 13
		SP:Iteration 40F (8345.050000 sec): 3 clusters
  Score: Raw -1378448.441227 + Penalty 3054.209128 = -1375394.232099
  nChanged 10
		SP:Iteration 41Q (8345.300000 sec): 3 clusters
  Score: Raw -1378455.128460 + Penalty 3054.209128 = -1375400.919332
  nChanged 11
		SP:Iteration 42Q (8345.520000 sec): 3 clusters
  Score: Raw -1378459.949681 + Penalty 3054.209128 = -1375405.740553
  nChanged 4
		SP:Iteration 43Q (8345.830000 sec): 3 clusters
  Score: Raw -1378462.430353 + Penalty 3054.209128 = -1375408.221225
  nChanged 5
		SP:Iteration 44Q (8346.080000 sec): 3 clusters
  Score: Raw -1378464.588813 + Penalty 3054.209128 = -1375410.379685
  nChanged 3
		SP:Iteration 45Q (8346.300000 sec): 3 clusters
  Score: Raw -1378466.734487 + Penalty 3054.209128 = -1375412.525359
  nChanged 4
		SP:Iteration 46Q (8346.540000 sec): 3 clusters
  Score: Raw -1378469.110077 + Penalty 3054.209128 = -1375414.900949
  nChanged 6
		SP:Iteration 47Q (8346.760000 sec): 3 clusters
  Score: Raw -1378470.814796 + Penalty 3054.209128 = -1375416.605667
  nChanged 3
		SP:Iteration 48Q (8347.010000 sec): 3 clusters
  Score: Raw -1378471.990481 + Penalty 3054.209128 = -1375417.781352
  nChanged 6
		SP:Iteration 49Q (8347.240000 sec): 3 clusters
  Score: Raw -1378474.125911 + Penalty 3054.209128 = -1375419.916783
  nChanged 4
		SP:Iteration 50Q (8347.450000 sec): 3 clusters
  Score: Raw -1378476.898712 + Penalty 3054.209128 = -1375422.689584
  nChanged 5
		SP:Iteration 51Q (8347.690000 sec): 3 clusters
  Score: Raw -1378479.914360 + Penalty 3054.209128 = -1375425.705232
  nChanged 6
		SP:Iteration 52Q (8347.940000 sec): 3 clusters
  Score: Raw -1378483.164570 + Penalty 3054.209128 = -1375428.955442
  nChanged 5
		SP:Iteration 53Q (8348.200000 sec): 3 clusters
  Score: Raw -1378484.836043 + Penalty 3054.209128 = -1375430.626915
  nChanged 1
		SP:Iteration 54Q (8348.450000 sec): 3 clusters
  Score: Raw -1378485.033964 + Penalty 3054.209128 = -1375430.824836
  nChanged 0
		SP:Iteration 55F (8348.680000 sec): 3 clusters
  Score: Raw -1378485.033964 + Penalty 3054.209128 = -1375430.824836
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8348.800000 sec): 2 clusters
  Score: Raw -145010.192172 + Penalty 1181.425844 = -143828.766328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8348.980000 sec): 3 clusters
  Score: Raw -144514.774513 + Penalty 2362.851688 = -142151.922825
  nChanged 472
		SP:Iteration 1F (8349.120000 sec): 3 clusters
  Score: Raw -144934.870511 + Penalty 2362.851688 = -142572.018823
  nChanged 155
		SP:Iteration 2F (8349.320000 sec): 3 clusters
  Score: Raw -145135.651151 + Penalty 2362.851688 = -142772.799463
  nChanged 110
		SP:Iteration 3F (8349.460000 sec): 3 clusters
  Score: Raw -145321.180491 + Penalty 2362.851688 = -142958.328803
  nChanged 91
		SP:Iteration 4F (8349.630000 sec): 3 clusters
  Score: Raw -145466.649362 + Penalty 2362.851688 = -143103.797674
  nChanged 74
		SP:Iteration 5F (8349.840000 sec): 3 clusters
  Score: Raw -145579.182042 + Penalty 2362.851688 = -143216.330354
  nChanged 55
		SP:Iteration 6Q (8350.030000 sec): 3 clusters
  Score: Raw -145686.309891 + Penalty 2362.851688 = -143323.458204
  nChanged 50
		SP:Iteration 7Q (8350.180000 sec): 3 clusters
  Score: Raw -145764.343330 + Penalty 2362.851688 = -143401.491642
  nChanged 32
		SP:Iteration 8Q (8350.400000 sec): 3 clusters
  Score: Raw -145809.869830 + Penalty 2362.851688 = -143447.018142
  nChanged 26
		SP:Iteration 9Q (8350.590000 sec): 3 clusters
  Score: Raw -145847.648667 + Penalty 2362.851688 = -143484.796979
  nChanged 24
		SP:Iteration 10Q (8350.780000 sec): 3 clusters
  Score: Raw -145883.072797 + Penalty 2362.851688 = -143520.221109
  nChanged 22
		SP:Iteration 11Q (8350.980000 sec): 3 clusters
  Score: Raw -145921.006420 + Penalty 2362.851688 = -143558.154732
  nChanged 19
		SP:Iteration 12Q (8351.140000 sec): 3 clusters
  Score: Raw -145944.110271 + Penalty 2362.851688 = -143581.258583
  nChanged 21
		SP:Iteration 13Q (8351.300000 sec): 3 clusters
  Score: Raw -145975.876527 + Penalty 2362.851688 = -143613.024839
  nChanged 19
		SP:Iteration 14Q (8351.550000 sec): 3 clusters
  Score: Raw -146004.060945 + Penalty 2362.851688 = -143641.209257
  nChanged 18
		SP:Iteration 15Q (8351.740000 sec): 3 clusters
  Score: Raw -146015.276500 + Penalty 2362.851688 = -143652.424812
  nChanged 10
		SP:Iteration 16Q (8351.960000 sec): 3 clusters
  Score: Raw -146019.435707 + Penalty 2362.851688 = -143656.584019
  nChanged 11
		SP:Iteration 17Q (8352.140000 sec): 3 clusters
  Score: Raw -146023.976840 + Penalty 2362.851688 = -143661.125152
  nChanged 5
		SP:Iteration 18Q (8352.320000 sec): 3 clusters
  Score: Raw -146025.163292 + Penalty 2362.851688 = -143662.311604
  nChanged 2
		SP:Iteration 19Q (8352.500000 sec): 3 clusters
  Score: Raw -146026.107621 + Penalty 2362.851688 = -143663.255933
  nChanged 3
		SP:Iteration 20F (8352.640000 sec): 3 clusters
  Score: Raw -146026.956048 + Penalty 2362.851688 = -143664.104360
  nChanged 3
		SP:Iteration 21Q (8352.800000 sec): 3 clusters
  Score: Raw -146027.779291 + Penalty 2362.851688 = -143664.927604
  nChanged 6
		SP:Iteration 22Q (8352.980000 sec): 3 clusters
  Score: Raw -146029.787206 + Penalty 2362.851688 = -143666.935518
  nChanged 6
		SP:Iteration 23Q (8353.130000 sec): 3 clusters
  Score: Raw -146032.122782 + Penalty 2362.851688 = -143669.271094
  nChanged 5
		SP:Iteration 24Q (8353.330000 sec): 3 clusters
  Score: Raw -146035.612742 + Penalty 2362.851688 = -143672.761054
  nChanged 4
		SP:Iteration 25Q (8353.490000 sec): 3 clusters
  Score: Raw -146041.807095 + Penalty 2362.851688 = -143678.955407
  nChanged 6
		SP:Iteration 26Q (8353.640000 sec): 3 clusters
  Score: Raw -146046.011135 + Penalty 2362.851688 = -143683.159447
  nChanged 3
		SP:Iteration 27Q (8353.820000 sec): 3 clusters
  Score: Raw -146047.486551 + Penalty 2362.851688 = -143684.634863
  nChanged 1
		SP:Iteration 28Q (8353.940000 sec): 3 clusters
  Score: Raw -146049.423659 + Penalty 2362.851688 = -143686.571971
  nChanged 1
		SP:Iteration 29Q (8354.120000 sec): 3 clusters
  Score: Raw -146049.567178 + Penalty 2362.851688 = -143686.715490
  nChanged 1
		SP:Iteration 30Q (8354.360000 sec): 3 clusters
  Score: Raw -146049.764307 + Penalty 2362.851688 = -143686.912619
  nChanged 0
		SP:Iteration 31F (8354.550000 sec): 3 clusters
  Score: Raw -146049.764307 + Penalty 2362.851688 = -143686.912619
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (18796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8354.730000 sec): 2 clusters
  Score: Raw -2202516.449859 + Penalty 1599.227396 = -2200917.222463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8355.030000 sec): 3 clusters
  Score: Raw -2191336.522505 + Penalty 3198.454792 = -2188138.067713
  nChanged 8403
		SP:Iteration 1F (8355.350000 sec): 3 clusters
  Score: Raw -2196281.489733 + Penalty 3198.454792 = -2193083.034941
  nChanged 1387
		SP:Iteration 2F (8355.600000 sec): 3 clusters
  Score: Raw -2197267.203520 + Penalty 3198.454792 = -2194068.748727
  nChanged 1540
		SP:Iteration 3F (8355.900000 sec): 3 clusters
  Score: Raw -2198430.122699 + Penalty 3198.454792 = -2195231.667907
  nChanged 1487
		SP:Iteration 4F (8356.160000 sec): 3 clusters
  Score: Raw -2199567.345419 + Penalty 3198.454792 = -2196368.890627
  nChanged 1271
		SP:Iteration 5F (8356.450000 sec): 3 clusters
  Score: Raw -2200472.446352 + Penalty 3198.454792 = -2197273.991560
  nChanged 975
		SP:Iteration 6F (8356.750000 sec): 3 clusters
  Score: Raw -2201154.157398 + Penalty 3198.454792 = -2197955.702606
  nChanged 759
		SP:Iteration 7Q (8357.000000 sec): 3 clusters
  Score: Raw -2201649.924761 + Penalty 3198.454792 = -2198451.469969
  nChanged 582
		SP:Iteration 8Q (8357.280000 sec): 3 clusters
  Score: Raw -2201980.622998 + Penalty 3198.454792 = -2198782.168206
  nChanged 401
		SP:Iteration 9Q (8357.620000 sec): 3 clusters
  Score: Raw -2202156.795285 + Penalty 3198.454792 = -2198958.340492
  nChanged 294
		SP:Iteration 10Q (8357.870000 sec): 3 clusters
  Score: Raw -2202285.037688 + Penalty 3198.454792 = -2199086.582896
  nChanged 219
		SP:Iteration 11Q (8358.200000 sec): 3 clusters
  Score: Raw -2202367.954534 + Penalty 3198.454792 = -2199169.499742
  nChanged 169
		SP:Iteration 12Q (8358.480000 sec): 3 clusters
  Score: Raw -2202423.984784 + Penalty 3198.454792 = -2199225.529992
  nChanged 141
		SP:Iteration 13Q (8358.780000 sec): 3 clusters
  Score: Raw -2202463.658066 + Penalty 3198.454792 = -2199265.203274
  nChanged 125
		SP:Iteration 14Q (8359.140000 sec): 3 clusters
  Score: Raw -2202496.222907 + Penalty 3198.454792 = -2199297.768115
  nChanged 108
		SP:Iteration 15Q (8359.460000 sec): 3 clusters
  Score: Raw -2202520.430625 + Penalty 3198.454792 = -2199321.975833
  nChanged 95
		SP:Iteration 16Q (8359.720000 sec): 3 clusters
  Score: Raw -2202540.640104 + Penalty 3198.454792 = -2199342.185312
  nChanged 74
		SP:Iteration 17Q (8360.000000 sec): 3 clusters
  Score: Raw -2202556.448678 + Penalty 3198.454792 = -2199357.993886
  nChanged 66
		SP:Iteration 18Q (8360.280000 sec): 3 clusters
  Score: Raw -2202569.376094 + Penalty 3198.454792 = -2199370.921302
  nChanged 56
		SP:Iteration 19Q (8360.550000 sec): 3 clusters
  Score: Raw -2202580.914084 + Penalty 3198.454792 = -2199382.459292
  nChanged 56
		SP:Iteration 20F (8360.870000 sec): 3 clusters
  Score: Raw -2202591.175091 + Penalty 3198.454792 = -2199392.720299
  nChanged 46
		SP:Iteration 21Q (8361.140000 sec): 3 clusters
  Score: Raw -2202601.861548 + Penalty 3198.454792 = -2199403.406756
  nChanged 53
		SP:Iteration 22Q (8361.390000 sec): 3 clusters
  Score: Raw -2202612.377209 + Penalty 3198.454792 = -2199413.922417
  nChanged 58
		SP:Iteration 23Q (8361.670000 sec): 3 clusters
  Score: Raw -2202623.239983 + Penalty 3198.454792 = -2199424.785191
  nChanged 52
		SP:Iteration 24Q (8361.960000 sec): 3 clusters
  Score: Raw -2202633.450569 + Penalty 3198.454792 = -2199434.995776
  nChanged 56
		SP:Iteration 25Q (8362.240000 sec): 3 clusters
  Score: Raw -2202642.483433 + Penalty 3198.454792 = -2199444.028641
  nChanged 37
		SP:Iteration 26Q (8362.570000 sec): 3 clusters
  Score: Raw -2202647.713343 + Penalty 3198.454792 = -2199449.258551
  nChanged 33
		SP:Iteration 27Q (8362.820000 sec): 3 clusters
  Score: Raw -2202652.549026 + Penalty 3198.454792 = -2199454.094234
  nChanged 31
		SP:Iteration 28Q (8363.110000 sec): 3 clusters
  Score: Raw -2202656.790277 + Penalty 3198.454792 = -2199458.335485
  nChanged 24
		SP:Iteration 29Q (8363.410000 sec): 3 clusters
  Score: Raw -2202660.006520 + Penalty 3198.454792 = -2199461.551728
  nChanged 17
		SP:Iteration 30Q (8363.660000 sec): 3 clusters
  Score: Raw -2202662.791919 + Penalty 3198.454792 = -2199464.337127
  nChanged 27
		SP:Iteration 31Q (8363.970000 sec): 3 clusters
  Score: Raw -2202667.845947 + Penalty 3198.454792 = -2199469.391155
  nChanged 27
		SP:Iteration 32Q (8364.210000 sec): 3 clusters
  Score: Raw -2202673.644436 + Penalty 3198.454792 = -2199475.189644
  nChanged 39
		SP:Iteration 33Q (8364.500000 sec): 3 clusters
  Score: Raw -2202682.303284 + Penalty 3198.454792 = -2199483.848492
  nChanged 40
		SP:Iteration 34Q (8364.810000 sec): 3 clusters
  Score: Raw -2202690.032361 + Penalty 3198.454792 = -2199491.577569
  nChanged 43
		SP:Iteration 35Q (8365.150000 sec): 3 clusters
  Score: Raw -2202696.915345 + Penalty 3198.454792 = -2199498.460553
  nChanged 37
		SP:Iteration 36Q (8365.440000 sec): 3 clusters
  Score: Raw -2202703.418602 + Penalty 3198.454792 = -2199504.963810
  nChanged 38
		SP:Iteration 37Q (8365.720000 sec): 3 clusters
  Score: Raw -2202708.686982 + Penalty 3198.454792 = -2199510.232190
  nChanged 36
		SP:Iteration 38Q (8366.020000 sec): 3 clusters
  Score: Raw -2202714.915396 + Penalty 3198.454792 = -2199516.460604
  nChanged 45
		SP:Iteration 39Q (8366.300000 sec): 3 clusters
  Score: Raw -2202723.432641 + Penalty 3198.454792 = -2199524.977849
  nChanged 33
		SP:Iteration 40F (8366.590000 sec): 3 clusters
  Score: Raw -2202728.789024 + Penalty 3198.454792 = -2199530.334232
  nChanged 25
		SP:Iteration 41Q (8366.860000 sec): 3 clusters
  Score: Raw -2202733.339405 + Penalty 3198.454792 = -2199534.884613
  nChanged 29
		SP:Iteration 42Q (8367.110000 sec): 3 clusters
  Score: Raw -2202737.369780 + Penalty 3198.454792 = -2199538.914988
  nChanged 19
		SP:Iteration 43Q (8367.390000 sec): 3 clusters
  Score: Raw -2202739.443735 + Penalty 3198.454792 = -2199540.988943
  nChanged 14
		SP:Iteration 44Q (8367.730000 sec): 3 clusters
  Score: Raw -2202741.172861 + Penalty 3198.454792 = -2199542.718069
  nChanged 19
		SP:Iteration 45Q (8367.970000 sec): 3 clusters
  Score: Raw -2202744.901261 + Penalty 3198.454792 = -2199546.446469
  nChanged 25
		SP:Iteration 46Q (8368.270000 sec): 3 clusters
  Score: Raw -2202749.483750 + Penalty 3198.454792 = -2199551.028958
  nChanged 23
		SP:Iteration 47Q (8368.560000 sec): 3 clusters
  Score: Raw -2202753.626400 + Penalty 3198.454792 = -2199555.171608
  nChanged 25
		SP:Iteration 48Q (8368.840000 sec): 3 clusters
  Score: Raw -2202757.713175 + Penalty 3198.454792 = -2199559.258383
  nChanged 24
		SP:Iteration 49Q (8369.160000 sec): 3 clusters
  Score: Raw -2202761.670698 + Penalty 3198.454792 = -2199563.215906
  nChanged 22
		SP:Iteration 50Q (8369.420000 sec): 3 clusters
  Score: Raw -2202765.148688 + Penalty 3198.454792 = -2199566.693896
  nChanged 23
		SP:Iteration 51Q (8369.720000 sec): 3 clusters
  Score: Raw -2202768.990775 + Penalty 3198.454792 = -2199570.535983
  nChanged 20
		SP:Iteration 52Q (8370.080000 sec): 3 clusters
  Score: Raw -2202772.411387 + Penalty 3198.454792 = -2199573.956595
  nChanged 24
		SP:Iteration 53Q (8370.370000 sec): 3 clusters
  Score: Raw -2202777.079882 + Penalty 3198.454792 = -2199578.625090
  nChanged 26
		SP:Iteration 54Q (8370.680000 sec): 3 clusters
  Score: Raw -2202780.525555 + Penalty 3198.454792 = -2199582.070763
  nChanged 28
		SP:Iteration 55Q (8370.990000 sec): 3 clusters
  Score: Raw -2202784.300353 + Penalty 3198.454792 = -2199585.845561
  nChanged 22
		SP:Iteration 56Q (8371.260000 sec): 3 clusters
  Score: Raw -2202787.221865 + Penalty 3198.454792 = -2199588.767073
  nChanged 24
		SP:Iteration 57Q (8371.510000 sec): 3 clusters
  Score: Raw -2202790.652232 + Penalty 3198.454792 = -2199592.197440
  nChanged 21
		SP:Iteration 58Q (8371.810000 sec): 3 clusters
  Score: Raw -2202793.438064 + Penalty 3198.454792 = -2199594.983272
  nChanged 18
		SP:Iteration 59Q (8372.080000 sec): 3 clusters
  Score: Raw -2202795.998229 + Penalty 3198.454792 = -2199597.543437
  nChanged 15
		SP:Iteration 60F (8372.370000 sec): 3 clusters
  Score: Raw -2202798.636633 + Penalty 3198.454792 = -2199600.181841
  nChanged 16
		SP:Iteration 61Q (8372.660000 sec): 3 clusters
  Score: Raw -2202802.448877 + Penalty 3198.454792 = -2199603.994085
  nChanged 16
		SP:Iteration 62Q (8372.950000 sec): 3 clusters
  Score: Raw -2202805.368613 + Penalty 3198.454792 = -2199606.913821
  nChanged 16
		SP:Iteration 63Q (8373.240000 sec): 3 clusters
  Score: Raw -2202808.572207 + Penalty 3198.454792 = -2199610.117415
  nChanged 21
		SP:Iteration 64Q (8373.540000 sec): 3 clusters
  Score: Raw -2202812.446214 + Penalty 3198.454792 = -2199613.991421
  nChanged 22
		SP:Iteration 65Q (8373.790000 sec): 3 clusters
  Score: Raw -2202816.375697 + Penalty 3198.454792 = -2199617.920905
  nChanged 17
		SP:Iteration 66Q (8374.080000 sec): 3 clusters
  Score: Raw -2202819.372779 + Penalty 3198.454792 = -2199620.917987
  nChanged 15
		SP:Iteration 67Q (8374.350000 sec): 3 clusters
  Score: Raw -2202821.686824 + Penalty 3198.454792 = -2199623.232032
  nChanged 15
		SP:Iteration 68Q (8374.650000 sec): 3 clusters
  Score: Raw -2202824.204621 + Penalty 3198.454792 = -2199625.749829
  nChanged 15
		SP:Iteration 69Q (8374.880000 sec): 3 clusters
  Score: Raw -2202826.617390 + Penalty 3198.454792 = -2199628.162598
  nChanged 11
		SP:Iteration 70Q (8375.150000 sec): 3 clusters
  Score: Raw -2202828.694483 + Penalty 3198.454792 = -2199630.239690
  nChanged 12
		SP:Iteration 71Q (8375.410000 sec): 3 clusters
  Score: Raw -2202830.258875 + Penalty 3198.454792 = -2199631.804083
  nChanged 13
		SP:Iteration 72Q (8375.700000 sec): 3 clusters
  Score: Raw -2202831.940687 + Penalty 3198.454792 = -2199633.485895
  nChanged 14
		SP:Iteration 73Q (8376.060000 sec): 3 clusters
  Score: Raw -2202834.331556 + Penalty 3198.454792 = -2199635.876764
  nChanged 14
		SP:Iteration 74Q (8376.370000 sec): 3 clusters
  Score: Raw -2202836.845663 + Penalty 3198.454792 = -2199638.390871
  nChanged 13
		SP:Iteration 75Q (8376.670000 sec): 3 clusters
  Score: Raw -2202839.848177 + Penalty 3198.454792 = -2199641.393385
  nChanged 22
		SP:Iteration 76Q (8376.980000 sec): 3 clusters
  Score: Raw -2202844.741513 + Penalty 3198.454792 = -2199646.286721
  nChanged 21
		SP:Iteration 77Q (8377.240000 sec): 3 clusters
  Score: Raw -2202847.648210 + Penalty 3198.454792 = -2199649.193418
  nChanged 20
		SP:Iteration 78Q (8377.500000 sec): 3 clusters
  Score: Raw -2202850.823665 + Penalty 3198.454792 = -2199652.368873
  nChanged 14
		SP:Iteration 79Q (8377.770000 sec): 3 clusters
  Score: Raw -2202853.577920 + Penalty 3198.454792 = -2199655.123127
  nChanged 21
		SP:Iteration 80F (8378.060000 sec): 3 clusters
  Score: Raw -2202856.824747 + Penalty 3198.454792 = -2199658.369955
  nChanged 19
		SP:Iteration 81Q (8378.310000 sec): 3 clusters
  Score: Raw -2202859.760720 + Penalty 3198.454792 = -2199661.305928
  nChanged 19
		SP:Iteration 82Q (8378.560000 sec): 3 clusters
  Score: Raw -2202863.196794 + Penalty 3198.454792 = -2199664.742001
  nChanged 17
		SP:Iteration 83Q (8378.760000 sec): 3 clusters
  Score: Raw -2202865.943268 + Penalty 3198.454792 = -2199667.488475
  nChanged 17
		SP:Iteration 84Q (8379.050000 sec): 3 clusters
  Score: Raw -2202868.616961 + Penalty 3198.454792 = -2199670.162169
  nChanged 18
		SP:Iteration 85Q (8379.310000 sec): 3 clusters
  Score: Raw -2202871.320349 + Penalty 3198.454792 = -2199672.865557
  nChanged 15
		SP:Iteration 86Q (8379.650000 sec): 3 clusters
  Score: Raw -2202873.523157 + Penalty 3198.454792 = -2199675.068365
  nChanged 11
		SP:Iteration 87Q (8379.920000 sec): 3 clusters
  Score: Raw -2202875.088214 + Penalty 3198.454792 = -2199676.633422
  nChanged 6
		SP:Iteration 88Q (8380.190000 sec): 3 clusters
  Score: Raw -2202876.028509 + Penalty 3198.454792 = -2199677.573717
  nChanged 10
		SP:Iteration 89Q (8380.420000 sec): 3 clusters
  Score: Raw -2202877.978986 + Penalty 3198.454792 = -2199679.524194
  nChanged 14
		SP:Iteration 90Q (8380.740000 sec): 3 clusters
  Score: Raw -2202880.979595 + Penalty 3198.454792 = -2199682.524803
  nChanged 19
		SP:Iteration 91Q (8381.050000 sec): 3 clusters
  Score: Raw -2202884.081471 + Penalty 3198.454792 = -2199685.626679
  nChanged 18
		SP:Iteration 92Q (8381.330000 sec): 3 clusters
  Score: Raw -2202886.589715 + Penalty 3198.454792 = -2199688.134922
  nChanged 18
		SP:Iteration 93Q (8381.620000 sec): 3 clusters
  Score: Raw -2202888.951030 + Penalty 3198.454792 = -2199690.496238
  nChanged 14
		SP:Iteration 94Q (8381.940000 sec): 3 clusters
  Score: Raw -2202891.907587 + Penalty 3198.454792 = -2199693.452795
  nChanged 20
		SP:Iteration 95Q (8382.200000 sec): 3 clusters
  Score: Raw -2202895.161494 + Penalty 3198.454792 = -2199696.706702
  nChanged 23
		SP:Iteration 96Q (8382.520000 sec): 3 clusters
  Score: Raw -2202899.444434 + Penalty 3198.454792 = -2199700.989642
  nChanged 22
		SP:Iteration 97Q (8382.840000 sec): 3 clusters
  Score: Raw -2202902.718175 + Penalty 3198.454792 = -2199704.263382
  nChanged 15
		SP:Iteration 98Q (8383.100000 sec): 3 clusters
  Score: Raw -2202904.829902 + Penalty 3198.454792 = -2199706.375110
  nChanged 10
		SP:Iteration 99Q (8383.340000 sec): 3 clusters
  Score: Raw -2202906.042499 + Penalty 3198.454792 = -2199707.587707
  nChanged 7
		SP:Iteration 100F (8383.610000 sec): 3 clusters
  Score: Raw -2202907.470967 + Penalty 3198.454792 = -2199709.016175
  nChanged 10
		SP:Iteration 101Q (8383.860000 sec): 3 clusters
  Score: Raw -2202908.957600 + Penalty 3198.454792 = -2199710.502808
  nChanged 5
		SP:Iteration 102Q (8384.130000 sec): 3 clusters
  Score: Raw -2202909.716110 + Penalty 3198.454792 = -2199711.261318
  nChanged 3
		SP:Iteration 103Q (8384.390000 sec): 3 clusters
  Score: Raw -2202910.310345 + Penalty 3198.454792 = -2199711.855553
  nChanged 4
		SP:Iteration 104Q (8384.650000 sec): 3 clusters
  Score: Raw -2202911.072386 + Penalty 3198.454792 = -2199712.617594
  nChanged 6
		SP:Iteration 105Q (8384.940000 sec): 3 clusters
  Score: Raw -2202911.958092 + Penalty 3198.454792 = -2199713.503300
  nChanged 6
		SP:Iteration 106Q (8385.160000 sec): 3 clusters
  Score: Raw -2202912.945809 + Penalty 3198.454792 = -2199714.491017
  nChanged 9
		SP:Iteration 107Q (8385.430000 sec): 3 clusters
  Score: Raw -2202914.471129 + Penalty 3198.454792 = -2199716.016336
  nChanged 14
		SP:Iteration 108Q (8385.670000 sec): 3 clusters
  Score: Raw -2202917.779212 + Penalty 3198.454792 = -2199719.324420
  nChanged 12
		SP:Iteration 109Q (8385.940000 sec): 3 clusters
  Score: Raw -2202920.811259 + Penalty 3198.454792 = -2199722.356466
  nChanged 17
		SP:Iteration 110Q (8386.220000 sec): 3 clusters
  Score: Raw -2202923.663520 + Penalty 3198.454792 = -2199725.208728
  nChanged 13
		SP:Iteration 111Q (8386.520000 sec): 3 clusters
  Score: Raw -2202925.518593 + Penalty 3198.454792 = -2199727.063800
  nChanged 12
		SP:Iteration 112Q (8386.820000 sec): 3 clusters
  Score: Raw -2202926.899725 + Penalty 3198.454792 = -2199728.444933
  nChanged 5
		SP:Iteration 113Q (8387.030000 sec): 3 clusters
  Score: Raw -2202927.881737 + Penalty 3198.454792 = -2199729.426945
  nChanged 8
		SP:Iteration 114Q (8387.300000 sec): 3 clusters
  Score: Raw -2202929.477594 + Penalty 3198.454792 = -2199731.022802
  nChanged 8
		SP:Iteration 115Q (8387.550000 sec): 3 clusters
  Score: Raw -2202930.408337 + Penalty 3198.454792 = -2199731.953545
  nChanged 6
		SP:Iteration 116Q (8387.810000 sec): 3 clusters
  Score: Raw -2202930.890958 + Penalty 3198.454792 = -2199732.436166
  nChanged 4
		SP:Iteration 117Q (8388.120000 sec): 3 clusters
  Score: Raw -2202931.470903 + Penalty 3198.454792 = -2199733.016111
  nChanged 6
		SP:Iteration 118Q (8388.410000 sec): 3 clusters
  Score: Raw -2202931.982502 + Penalty 3198.454792 = -2199733.527710
  nChanged 1
		SP:Iteration 119Q (8388.670000 sec): 3 clusters
  Score: Raw -2202932.060400 + Penalty 3198.454792 = -2199733.605608
  nChanged 1
		SP:Iteration 120F (8388.950000 sec): 3 clusters
  Score: Raw -2202932.253520 + Penalty 3198.454792 = -2199733.798728
  nChanged 2
		SP:Iteration 121Q (8389.220000 sec): 3 clusters
  Score: Raw -2202932.389721 + Penalty 3198.454792 = -2199733.934929
  nChanged 1
		SP:Iteration 122Q (8389.540000 sec): 3 clusters
  Score: Raw -2202932.562061 + Penalty 3198.454792 = -2199734.107269
  nChanged 1
		SP:Iteration 123Q (8389.880000 sec): 3 clusters
  Score: Raw -2202932.638110 + Penalty 3198.454792 = -2199734.183318
  nChanged 0
		SP:Iteration 124F (8390.210000 sec): 3 clusters
  Score: Raw -2202932.638110 + Penalty 3198.454792 = -2199734.183318
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 20 (128096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8390.820000 sec): 2 clusters
  Score: Raw -14707136.538196 + Penalty 1911.086980 = -14705225.451216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8391.560000 sec): 3 clusters
  Score: Raw -14622910.625844 + Penalty 3822.173960 = -14619088.451884
  nChanged 61992
		SP:Iteration 1F (8392.320000 sec): 3 clusters
  Score: Raw -14660810.837004 + Penalty 3822.173960 = -14656988.663044
  nChanged 5387
		SP:Iteration 2Q (8393.160000 sec): 3 clusters
  Score: Raw -14662783.696181 + Penalty 3822.173960 = -14658961.522221
  nChanged 6102
		SP:Iteration 3Q (8394.010000 sec): 3 clusters
  Score: Raw -14665424.359205 + Penalty 3822.173960 = -14661602.185244
  nChanged 6861
		SP:Iteration 4F (8394.790000 sec): 3 clusters
  Score: Raw -14669016.450618 + Penalty 3822.173960 = -14665194.276658
  nChanged 7742
		SP:Iteration 5F (8395.620000 sec): 3 clusters
  Score: Raw -14673981.135056 + Penalty 3822.173960 = -14670158.961096
  nChanged 8395
		SP:Iteration 6F (8396.440000 sec): 3 clusters
  Score: Raw -14680340.350859 + Penalty 3822.173960 = -14676518.176899
  nChanged 8227
		SP:Iteration 7F (8397.280000 sec): 3 clusters
  Score: Raw -14687092.371789 + Penalty 3822.173960 = -14683270.197829
  nChanged 6751
		SP:Iteration 8F (8398.140000 sec): 3 clusters
  Score: Raw -14692549.389871 + Penalty 3822.173960 = -14688727.215911
  nChanged 5169
		SP:Iteration 9Q (8398.980000 sec): 3 clusters
  Score: Raw -14696497.494912 + Penalty 3822.173960 = -14692675.320952
  nChanged 3790
		SP:Iteration 10Q (8399.690000 sec): 3 clusters
  Score: Raw -14699158.408481 + Penalty 3822.173960 = -14695336.234521
  nChanged 2903
		SP:Iteration 11Q (8400.390000 sec): 3 clusters
  Score: Raw -14701099.965758 + Penalty 3822.173960 = -14697277.791798
  nChanged 2380
		SP:Iteration 12Q (8401.130000 sec): 3 clusters
  Score: Raw -14702618.092595 + Penalty 3822.173960 = -14698795.918635
  nChanged 1913
		SP:Iteration 13Q (8401.880000 sec): 3 clusters
  Score: Raw -14703811.518345 + Penalty 3822.173960 = -14699989.344385
  nChanged 1551
		SP:Iteration 14Q (8402.600000 sec): 3 clusters
  Score: Raw -14704748.233791 + Penalty 3822.173960 = -14700926.059831
  nChanged 1212
		SP:Iteration 15Q (8403.390000 sec): 3 clusters
  Score: Raw -14705446.399844 + Penalty 3822.173960 = -14701624.225884
  nChanged 952
		SP:Iteration 16Q (8404.160000 sec): 3 clusters
  Score: Raw -14705999.048933 + Penalty 3822.173960 = -14702176.874973
  nChanged 737
		SP:Iteration 17Q (8404.940000 sec): 3 clusters
  Score: Raw -14706418.089631 + Penalty 3822.173960 = -14702595.915671
  nChanged 549
		SP:Iteration 18Q (8405.660000 sec): 3 clusters
  Score: Raw -14706726.970693 + Penalty 3822.173960 = -14702904.796733
  nChanged 436
		SP:Iteration 19Q (8406.320000 sec): 3 clusters
  Score: Raw -14706983.345043 + Penalty 3822.173960 = -14703161.171083
  nChanged 344
		SP:Iteration 20F (8407.030000 sec): 3 clusters
  Score: Raw -14707186.381878 + Penalty 3822.173960 = -14703364.207918
  nChanged 271
		SP:Iteration 21Q (8407.660000 sec): 3 clusters
  Score: Raw -14707333.577915 + Penalty 3822.173960 = -14703511.403954
  nChanged 180
		SP:Iteration 22Q (8408.410000 sec): 3 clusters
  Score: Raw -14707419.414539 + Penalty 3822.173960 = -14703597.240579
  nChanged 137
		SP:Iteration 23Q (8409.160000 sec): 3 clusters
  Score: Raw -14707489.209911 + Penalty 3822.173960 = -14703667.035951
  nChanged 117
		SP:Iteration 24Q (8409.930000 sec): 3 clusters
  Score: Raw -14707542.401163 + Penalty 3822.173960 = -14703720.227203
  nChanged 89
		SP:Iteration 25Q (8410.700000 sec): 3 clusters
  Score: Raw -14707581.965828 + Penalty 3822.173960 = -14703759.791868
  nChanged 81
		SP:Iteration 26Q (8411.470000 sec): 3 clusters
  Score: Raw -14707612.923335 + Penalty 3822.173960 = -14703790.749375
  nChanged 60
		SP:Iteration 27Q (8412.170000 sec): 3 clusters
  Score: Raw -14707633.335682 + Penalty 3822.173960 = -14703811.161722
  nChanged 52
		SP:Iteration 28Q (8412.910000 sec): 3 clusters
  Score: Raw -14707651.242096 + Penalty 3822.173960 = -14703829.068136
  nChanged 37
		SP:Iteration 29Q (8413.660000 sec): 3 clusters
  Score: Raw -14707663.549331 + Penalty 3822.173960 = -14703841.375371
  nChanged 26
		SP:Iteration 30Q (8414.510000 sec): 3 clusters
  Score: Raw -14707671.640196 + Penalty 3822.173960 = -14703849.466236
  nChanged 29
		SP:Iteration 31Q (8415.350000 sec): 3 clusters
  Score: Raw -14707682.412993 + Penalty 3822.173960 = -14703860.239033
  nChanged 26
		SP:Iteration 32Q (8416.170000 sec): 3 clusters
  Score: Raw -14707691.738027 + Penalty 3822.173960 = -14703869.564067
  nChanged 31
		SP:Iteration 33Q (8416.930000 sec): 3 clusters
  Score: Raw -14707701.688414 + Penalty 3822.173960 = -14703879.514454
  nChanged 24
		SP:Iteration 34Q (8417.670000 sec): 3 clusters
  Score: Raw -14707708.438103 + Penalty 3822.173960 = -14703886.264143
  nChanged 19
		SP:Iteration 35Q (8418.410000 sec): 3 clusters
  Score: Raw -14707714.627112 + Penalty 3822.173960 = -14703892.453152
  nChanged 21
		SP:Iteration 36Q (8419.170000 sec): 3 clusters
  Score: Raw -14707720.885029 + Penalty 3822.173960 = -14703898.711069
  nChanged 17
		SP:Iteration 37Q (8419.950000 sec): 3 clusters
  Score: Raw -14707725.935088 + Penalty 3822.173960 = -14703903.761128
  nChanged 10
		SP:Iteration 38Q (8420.670000 sec): 3 clusters
  Score: Raw -14707729.735145 + Penalty 3822.173960 = -14703907.561185
  nChanged 13
		SP:Iteration 39Q (8421.360000 sec): 3 clusters
  Score: Raw -14707733.921802 + Penalty 3822.173960 = -14703911.747842
  nChanged 11
		SP:Iteration 40F (8422.130000 sec): 3 clusters
  Score: Raw -14707736.617460 + Penalty 3822.173960 = -14703914.443500
  nChanged 6
		SP:Iteration 41Q (8422.850000 sec): 3 clusters
  Score: Raw -14707739.041094 + Penalty 3822.173960 = -14703916.867134
  nChanged 4
		SP:Iteration 42Q (8423.590000 sec): 3 clusters
  Score: Raw -14707739.667897 + Penalty 3822.173960 = -14703917.493937
  nChanged 3
		SP:Iteration 43Q (8424.230000 sec): 3 clusters
  Score: Raw -14707740.932837 + Penalty 3822.173960 = -14703918.758877
  nChanged 6
		SP:Iteration 44Q (8424.900000 sec): 3 clusters
  Score: Raw -14707742.360253 + Penalty 3822.173960 = -14703920.186293
  nChanged 4
		SP:Iteration 45Q (8425.580000 sec): 3 clusters
  Score: Raw -14707743.840148 + Penalty 3822.173960 = -14703921.666188
  nChanged 4
		SP:Iteration 46Q (8426.260000 sec): 3 clusters
  Score: Raw -14707744.396767 + Penalty 3822.173960 = -14703922.222807
  nChanged 3
		SP:Iteration 47Q (8426.930000 sec): 3 clusters
  Score: Raw -14707744.892766 + Penalty 3822.173960 = -14703922.718806
  nChanged 1
		SP:Iteration 48Q (8427.670000 sec): 3 clusters
  Score: Raw -14707745.043967 + Penalty 3822.173960 = -14703922.870006
  nChanged 0
		SP:Iteration 49F (8428.490000 sec): 3 clusters
  Score: Raw -14707745.043967 + Penalty 3822.173960 = -14703922.870006
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 21 (16821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8428.670000 sec): 2 clusters
  Score: Raw -2079031.798954 + Penalty 1581.187300 = -2077450.611654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8428.980000 sec): 3 clusters
  Score: Raw -2069139.526847 + Penalty 3162.374600 = -2065977.152247
  nChanged 7428
		SP:Iteration 1F (8429.200000 sec): 3 clusters
  Score: Raw -2073151.825808 + Penalty 3162.374600 = -2069989.451208
  nChanged 925
		SP:Iteration 2F (8429.530000 sec): 3 clusters
  Score: Raw -2073528.051882 + Penalty 3162.374600 = -2070365.677282
  nChanged 827
		SP:Iteration 3Q (8429.760000 sec): 3 clusters
  Score: Raw -2073918.704041 + Penalty 3162.374600 = -2070756.329441
  nChanged 828
		SP:Iteration 4Q (8430.070000 sec): 3 clusters
  Score: Raw -2074370.156835 + Penalty 3162.374600 = -2071207.782235
  nChanged 822
		SP:Iteration 5Q (8430.320000 sec): 3 clusters
  Score: Raw -2074923.598468 + Penalty 3162.374600 = -2071761.223868
  nChanged 869
		SP:Iteration 6F (8430.570000 sec): 3 clusters
  Score: Raw -2075591.572142 + Penalty 3162.374600 = -2072429.197542
  nChanged 836
		SP:Iteration 7Q (8430.800000 sec): 3 clusters
  Score: Raw -2076305.456615 + Penalty 3162.374600 = -2073143.082015
  nChanged 784
		SP:Iteration 8Q (8431.130000 sec): 3 clusters
  Score: Raw -2076957.080036 + Penalty 3162.374600 = -2073794.705436
  nChanged 655
		SP:Iteration 9Q (8431.380000 sec): 3 clusters
  Score: Raw -2077440.681732 + Penalty 3162.374600 = -2074278.307132
  nChanged 578
		SP:Iteration 10Q (8431.690000 sec): 3 clusters
  Score: Raw -2077821.551828 + Penalty 3162.374600 = -2074659.177228
  nChanged 503
		SP:Iteration 11Q (8431.950000 sec): 3 clusters
  Score: Raw -2078146.005443 + Penalty 3162.374600 = -2074983.630843
  nChanged 378
		SP:Iteration 12Q (8432.200000 sec): 3 clusters
  Score: Raw -2078381.007524 + Penalty 3162.374600 = -2075218.632924
  nChanged 322
		SP:Iteration 13Q (8432.470000 sec): 3 clusters
  Score: Raw -2078581.573019 + Penalty 3162.374600 = -2075419.198419
  nChanged 249
		SP:Iteration 14Q (8432.720000 sec): 3 clusters
  Score: Raw -2078739.480997 + Penalty 3162.374600 = -2075577.106397
  nChanged 209
		SP:Iteration 15Q (8433.020000 sec): 3 clusters
  Score: Raw -2078864.819910 + Penalty 3162.374600 = -2075702.445310
  nChanged 145
		SP:Iteration 16Q (8433.300000 sec): 3 clusters
  Score: Raw -2078958.566653 + Penalty 3162.374600 = -2075796.192053
  nChanged 111
		SP:Iteration 17Q (8433.550000 sec): 3 clusters
  Score: Raw -2079037.996599 + Penalty 3162.374600 = -2075875.621998
  nChanged 91
		SP:Iteration 18Q (8433.790000 sec): 3 clusters
  Score: Raw -2079096.526068 + Penalty 3162.374600 = -2075934.151468
  nChanged 63
		SP:Iteration 19Q (8434.110000 sec): 3 clusters
  Score: Raw -2079138.709732 + Penalty 3162.374600 = -2075976.335132
  nChanged 45
		SP:Iteration 20F (8434.300000 sec): 3 clusters
  Score: Raw -2079166.180039 + Penalty 3162.374600 = -2076003.805439
  nChanged 27
		SP:Iteration 21Q (8434.550000 sec): 3 clusters
  Score: Raw -2079182.101288 + Penalty 3162.374600 = -2076019.726688
  nChanged 23
		SP:Iteration 22Q (8434.820000 sec): 3 clusters
  Score: Raw -2079197.276271 + Penalty 3162.374600 = -2076034.901671
  nChanged 24
		SP:Iteration 23Q (8435.070000 sec): 3 clusters
  Score: Raw -2079213.905768 + Penalty 3162.374600 = -2076051.531168
  nChanged 20
		SP:Iteration 24Q (8435.300000 sec): 3 clusters
  Score: Raw -2079225.185609 + Penalty 3162.374600 = -2076062.811009
  nChanged 14
		SP:Iteration 25Q (8435.580000 sec): 3 clusters
  Score: Raw -2079234.370157 + Penalty 3162.374600 = -2076071.995557
  nChanged 10
		SP:Iteration 26Q (8435.850000 sec): 3 clusters
  Score: Raw -2079240.405690 + Penalty 3162.374600 = -2076078.031090
  nChanged 10
		SP:Iteration 27Q (8436.090000 sec): 3 clusters
  Score: Raw -2079245.775557 + Penalty 3162.374600 = -2076083.400957
  nChanged 10
		SP:Iteration 28Q (8436.370000 sec): 3 clusters
  Score: Raw -2079251.097844 + Penalty 3162.374600 = -2076088.723244
  nChanged 10
		SP:Iteration 29Q (8436.630000 sec): 3 clusters
  Score: Raw -2079256.721043 + Penalty 3162.374600 = -2076094.346443
  nChanged 6
		SP:Iteration 30Q (8436.930000 sec): 3 clusters
  Score: Raw -2079259.925231 + Penalty 3162.374600 = -2076097.550631
  nChanged 2
		SP:Iteration 31Q (8437.140000 sec): 3 clusters
  Score: Raw -2079260.440434 + Penalty 3162.374600 = -2076098.065834
  nChanged 0
		SP:Iteration 32F (8437.390000 sec): 3 clusters
  Score: Raw -2079260.440434 + Penalty 3162.374600 = -2076098.065834
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 22 (26319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8437.660000 sec): 2 clusters
  Score: Raw -2826729.986208 + Penalty 1653.932539 = -2825076.053670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8437.990000 sec): 3 clusters
  Score: Raw -2810625.315425 + Penalty 3307.865077 = -2807317.450348
  nChanged 12034
		SP:Iteration 1F (8438.290000 sec): 3 clusters
  Score: Raw -2817534.743988 + Penalty 3307.865077 = -2814226.878910
  nChanged 1498
		SP:Iteration 2F (8438.590000 sec): 3 clusters
  Score: Raw -2818246.545812 + Penalty 3307.865077 = -2814938.680735
  nChanged 1537
		SP:Iteration 3F (8438.970000 sec): 3 clusters
  Score: Raw -2819067.661475 + Penalty 3307.865077 = -2815759.796398
  nChanged 1530
		SP:Iteration 4F (8439.260000 sec): 3 clusters
  Score: Raw -2819903.275810 + Penalty 3307.865077 = -2816595.410733
  nChanged 1537
		SP:Iteration 5F (8439.580000 sec): 3 clusters
  Score: Raw -2820827.948956 + Penalty 3307.865077 = -2817520.083879
  nChanged 1505
		SP:Iteration 6F (8439.890000 sec): 3 clusters
  Score: Raw -2821794.343448 + Penalty 3307.865077 = -2818486.478371
  nChanged 1464
		SP:Iteration 7F (8440.190000 sec): 3 clusters
  Score: Raw -2822724.307660 + Penalty 3307.865077 = -2819416.442583
  nChanged 1265
		SP:Iteration 8Q (8440.520000 sec): 3 clusters
  Score: Raw -2823499.157519 + Penalty 3307.865077 = -2820191.292442
  nChanged 1071
		SP:Iteration 9Q (8440.830000 sec): 3 clusters
  Score: Raw -2824042.004569 + Penalty 3307.865077 = -2820734.139492
  nChanged 814
		SP:Iteration 10Q (8441.180000 sec): 3 clusters
  Score: Raw -2824357.883679 + Penalty 3307.865077 = -2821050.018602
  nChanged 543
		SP:Iteration 11Q (8441.470000 sec): 3 clusters
  Score: Raw -2824514.861882 + Penalty 3307.865077 = -2821206.996805
  nChanged 376
		SP:Iteration 12Q (8441.760000 sec): 3 clusters
  Score: Raw -2824599.586709 + Penalty 3307.865077 = -2821291.721632
  nChanged 306
		SP:Iteration 13Q (8442.050000 sec): 3 clusters
  Score: Raw -2824663.590374 + Penalty 3307.865077 = -2821355.725297
  nChanged 253
		SP:Iteration 14Q (8442.360000 sec): 3 clusters
  Score: Raw -2824707.852281 + Penalty 3307.865077 = -2821399.987204
  nChanged 211
		SP:Iteration 15Q (8442.630000 sec): 3 clusters
  Score: Raw -2824741.536822 + Penalty 3307.865077 = -2821433.671745
  nChanged 192
		SP:Iteration 16Q (8442.950000 sec): 3 clusters
  Score: Raw -2824772.279811 + Penalty 3307.865077 = -2821464.414734
  nChanged 185
		SP:Iteration 17Q (8443.220000 sec): 3 clusters
  Score: Raw -2824802.545607 + Penalty 3307.865077 = -2821494.680530
  nChanged 173
		SP:Iteration 18Q (8443.520000 sec): 3 clusters
  Score: Raw -2824831.199594 + Penalty 3307.865077 = -2821523.334517
  nChanged 166
		SP:Iteration 19Q (8443.860000 sec): 3 clusters
  Score: Raw -2824859.602167 + Penalty 3307.865077 = -2821551.737090
  nChanged 175
		SP:Iteration 20F (8444.140000 sec): 3 clusters
  Score: Raw -2824886.646832 + Penalty 3307.865077 = -2821578.781755
  nChanged 157
		SP:Iteration 21Q (8444.460000 sec): 3 clusters
  Score: Raw -2824909.507054 + Penalty 3307.865077 = -2821601.641977
  nChanged 138
		SP:Iteration 22Q (8444.730000 sec): 3 clusters
  Score: Raw -2824932.560895 + Penalty 3307.865077 = -2821624.695818
  nChanged 150
		SP:Iteration 23Q (8445.080000 sec): 3 clusters
  Score: Raw -2824954.628126 + Penalty 3307.865077 = -2821646.763049
  nChanged 155
		SP:Iteration 24Q (8445.350000 sec): 3 clusters
  Score: Raw -2824979.299450 + Penalty 3307.865077 = -2821671.434373
  nChanged 144
		SP:Iteration 25Q (8445.610000 sec): 3 clusters
  Score: Raw -2825003.693486 + Penalty 3307.865077 = -2821695.828409
  nChanged 132
		SP:Iteration 26Q (8445.920000 sec): 3 clusters
  Score: Raw -2825026.158963 + Penalty 3307.865077 = -2821718.293886
  nChanged 138
		SP:Iteration 27Q (8446.280000 sec): 3 clusters
  Score: Raw -2825049.350994 + Penalty 3307.865077 = -2821741.485917
  nChanged 146
		SP:Iteration 28Q (8446.560000 sec): 3 clusters
  Score: Raw -2825071.287758 + Penalty 3307.865077 = -2821763.422681
  nChanged 154
		SP:Iteration 29Q (8446.870000 sec): 3 clusters
  Score: Raw -2825095.072842 + Penalty 3307.865077 = -2821787.207765
  nChanged 146
		SP:Iteration 30Q (8447.210000 sec): 3 clusters
  Score: Raw -2825116.977794 + Penalty 3307.865077 = -2821809.112717
  nChanged 138
		SP:Iteration 31Q (8447.490000 sec): 3 clusters
  Score: Raw -2825137.599613 + Penalty 3307.865077 = -2821829.734536
  nChanged 149
		SP:Iteration 32Q (8447.810000 sec): 3 clusters
  Score: Raw -2825159.134057 + Penalty 3307.865077 = -2821851.268980
  nChanged 130
		SP:Iteration 33Q (8448.110000 sec): 3 clusters
  Score: Raw -2825175.893209 + Penalty 3307.865077 = -2821868.028132
  nChanged 120
		SP:Iteration 34Q (8448.430000 sec): 3 clusters
  Score: Raw -2825194.073584 + Penalty 3307.865077 = -2821886.208507
  nChanged 131
		SP:Iteration 35Q (8448.680000 sec): 3 clusters
  Score: Raw -2825212.349897 + Penalty 3307.865077 = -2821904.484820
  nChanged 125
		SP:Iteration 36Q (8449.000000 sec): 3 clusters
  Score: Raw -2825228.490357 + Penalty 3307.865077 = -2821920.625280
  nChanged 132
		SP:Iteration 37Q (8449.290000 sec): 3 clusters
  Score: Raw -2825246.364321 + Penalty 3307.865077 = -2821938.499244
  nChanged 125
		SP:Iteration 38Q (8449.560000 sec): 3 clusters
  Score: Raw -2825262.769531 + Penalty 3307.865077 = -2821954.904454
  nChanged 115
		SP:Iteration 39Q (8449.890000 sec): 3 clusters
  Score: Raw -2825277.448929 + Penalty 3307.865077 = -2821969.583852
  nChanged 127
		SP:Iteration 40F (8450.140000 sec): 3 clusters
  Score: Raw -2825291.880003 + Penalty 3307.865077 = -2821984.014926
  nChanged 113
		SP:Iteration 41Q (8450.480000 sec): 3 clusters
  Score: Raw -2825304.602543 + Penalty 3307.865077 = -2821996.737466
  nChanged 102
		SP:Iteration 42Q (8450.810000 sec): 3 clusters
  Score: Raw -2825315.709505 + Penalty 3307.865077 = -2822007.844428
  nChanged 90
		SP:Iteration 43Q (8451.090000 sec): 3 clusters
  Score: Raw -2825325.846220 + Penalty 3307.865077 = -2822017.981143
  nChanged 90
		SP:Iteration 44Q (8451.350000 sec): 3 clusters
  Score: Raw -2825335.730817 + Penalty 3307.865077 = -2822027.865740
  nChanged 86
		SP:Iteration 45Q (8451.650000 sec): 3 clusters
  Score: Raw -2825345.253527 + Penalty 3307.865077 = -2822037.388450
  nChanged 76
		SP:Iteration 46Q (8451.960000 sec): 3 clusters
  Score: Raw -2825352.965422 + Penalty 3307.865077 = -2822045.100345
  nChanged 69
		SP:Iteration 47Q (8452.240000 sec): 3 clusters
  Score: Raw -2825359.931753 + Penalty 3307.865077 = -2822052.066676
  nChanged 64
		SP:Iteration 48Q (8452.570000 sec): 3 clusters
  Score: Raw -2825364.762837 + Penalty 3307.865077 = -2822056.897760
  nChanged 57
		SP:Iteration 49Q (8452.860000 sec): 3 clusters
  Score: Raw -2825369.192319 + Penalty 3307.865077 = -2822061.327242
  nChanged 60
		SP:Iteration 50Q (8453.160000 sec): 3 clusters
  Score: Raw -2825375.067999 + Penalty 3307.865077 = -2822067.202922
  nChanged 59
		SP:Iteration 51Q (8453.500000 sec): 3 clusters
  Score: Raw -2825380.569810 + Penalty 3307.865077 = -2822072.704733
  nChanged 60
		SP:Iteration 52Q (8453.750000 sec): 3 clusters
  Score: Raw -2825385.805385 + Penalty 3307.865077 = -2822077.940308
  nChanged 63
		SP:Iteration 53Q (8454.070000 sec): 3 clusters
  Score: Raw -2825391.439183 + Penalty 3307.865077 = -2822083.574106
  nChanged 59
		SP:Iteration 54Q (8454.390000 sec): 3 clusters
  Score: Raw -2825396.916406 + Penalty 3307.865077 = -2822089.051329
  nChanged 67
		SP:Iteration 55Q (8454.650000 sec): 3 clusters
  Score: Raw -2825404.304317 + Penalty 3307.865077 = -2822096.439240
  nChanged 63
		SP:Iteration 56Q (8454.950000 sec): 3 clusters
  Score: Raw -2825412.019948 + Penalty 3307.865077 = -2822104.154871
  nChanged 73
		SP:Iteration 57Q (8455.230000 sec): 3 clusters
  Score: Raw -2825420.960534 + Penalty 3307.865077 = -2822113.095457
  nChanged 78
		SP:Iteration 58Q (8455.520000 sec): 3 clusters
  Score: Raw -2825430.684772 + Penalty 3307.865077 = -2822122.819695
  nChanged 91
		SP:Iteration 59Q (8455.840000 sec): 3 clusters
  Score: Raw -2825441.192491 + Penalty 3307.865077 = -2822133.327414
  nChanged 85
		SP:Iteration 60F (8456.100000 sec): 3 clusters
  Score: Raw -2825451.977270 + Penalty 3307.865077 = -2822144.112193
  nChanged 97
		SP:Iteration 61Q (8456.380000 sec): 3 clusters
  Score: Raw -2825465.203327 + Penalty 3307.865077 = -2822157.338250
  nChanged 96
		SP:Iteration 62Q (8456.720000 sec): 3 clusters
  Score: Raw -2825475.218134 + Penalty 3307.865077 = -2822167.353057
  nChanged 69
		SP:Iteration 63Q (8457.000000 sec): 3 clusters
  Score: Raw -2825480.852981 + Penalty 3307.865077 = -2822172.987904
  nChanged 64
		SP:Iteration 64Q (8457.250000 sec): 3 clusters
  Score: Raw -2825485.559231 + Penalty 3307.865077 = -2822177.694154
  nChanged 54
		SP:Iteration 65Q (8457.540000 sec): 3 clusters
  Score: Raw -2825488.986977 + Penalty 3307.865077 = -2822181.121900
  nChanged 37
		SP:Iteration 66Q (8457.870000 sec): 3 clusters
  Score: Raw -2825490.836203 + Penalty 3307.865077 = -2822182.971126
  nChanged 30
		SP:Iteration 67Q (8458.150000 sec): 3 clusters
  Score: Raw -2825492.335699 + Penalty 3307.865077 = -2822184.470622
  nChanged 29
		SP:Iteration 68Q (8458.440000 sec): 3 clusters
  Score: Raw -2825494.054370 + Penalty 3307.865077 = -2822186.189293
  nChanged 36
		SP:Iteration 69Q (8458.720000 sec): 3 clusters
  Score: Raw -2825496.182463 + Penalty 3307.865077 = -2822188.317386
  nChanged 26
		SP:Iteration 70Q (8459.050000 sec): 3 clusters
  Score: Raw -2825497.881837 + Penalty 3307.865077 = -2822190.016760
  nChanged 27
		SP:Iteration 71Q (8459.380000 sec): 3 clusters
  Score: Raw -2825499.701583 + Penalty 3307.865077 = -2822191.836506
  nChanged 28
		SP:Iteration 72Q (8459.650000 sec): 3 clusters
  Score: Raw -2825501.838763 + Penalty 3307.865077 = -2822193.973686
  nChanged 30
		SP:Iteration 73Q (8459.970000 sec): 3 clusters
  Score: Raw -2825503.434440 + Penalty 3307.865077 = -2822195.569363
  nChanged 28
		SP:Iteration 74Q (8460.290000 sec): 3 clusters
  Score: Raw -2825504.735196 + Penalty 3307.865077 = -2822196.870119
  nChanged 23
		SP:Iteration 75Q (8460.580000 sec): 3 clusters
  Score: Raw -2825505.767907 + Penalty 3307.865077 = -2822197.902830
  nChanged 21
		SP:Iteration 76Q (8460.870000 sec): 3 clusters
  Score: Raw -2825506.766770 + Penalty 3307.865077 = -2822198.901693
  nChanged 15
		SP:Iteration 77Q (8461.180000 sec): 3 clusters
  Score: Raw -2825507.693843 + Penalty 3307.865077 = -2822199.828766
  nChanged 15
		SP:Iteration 78Q (8461.460000 sec): 3 clusters
  Score: Raw -2825508.844921 + Penalty 3307.865077 = -2822200.979844
  nChanged 17
		SP:Iteration 79Q (8461.760000 sec): 3 clusters
  Score: Raw -2825509.700246 + Penalty 3307.865077 = -2822201.835169
  nChanged 14
		SP:Iteration 80F (8462.050000 sec): 3 clusters
  Score: Raw -2825510.287742 + Penalty 3307.865077 = -2822202.422665
  nChanged 12
		SP:Iteration 81Q (8462.310000 sec): 3 clusters
  Score: Raw -2825510.987893 + Penalty 3307.865077 = -2822203.122816
  nChanged 16
		SP:Iteration 82Q (8462.600000 sec): 3 clusters
  Score: Raw -2825511.864525 + Penalty 3307.865077 = -2822203.999448
  nChanged 24
		SP:Iteration 83Q (8462.850000 sec): 3 clusters
  Score: Raw -2825512.902020 + Penalty 3307.865077 = -2822205.036943
  nChanged 16
		SP:Iteration 84Q (8463.140000 sec): 3 clusters
  Score: Raw -2825513.640477 + Penalty 3307.865077 = -2822205.775400
  nChanged 8
		SP:Iteration 85Q (8463.510000 sec): 3 clusters
  Score: Raw -2825514.112669 + Penalty 3307.865077 = -2822206.247592
  nChanged 10
		SP:Iteration 86Q (8463.810000 sec): 3 clusters
  Score: Raw -2825514.768675 + Penalty 3307.865077 = -2822206.903598
  nChanged 13
		SP:Iteration 87Q (8464.090000 sec): 3 clusters
  Score: Raw -2825515.440305 + Penalty 3307.865077 = -2822207.575228
  nChanged 13
		SP:Iteration 88Q (8464.400000 sec): 3 clusters
  Score: Raw -2825516.058347 + Penalty 3307.865077 = -2822208.193270
  nChanged 14
		SP:Iteration 89Q (8464.740000 sec): 3 clusters
  Score: Raw -2825516.668092 + Penalty 3307.865077 = -2822208.803015
  nChanged 12
		SP:Iteration 90Q (8465.010000 sec): 3 clusters
  Score: Raw -2825517.236497 + Penalty 3307.865077 = -2822209.371420
  nChanged 12
		SP:Iteration 91Q (8465.340000 sec): 3 clusters
  Score: Raw -2825518.106586 + Penalty 3307.865077 = -2822210.241509
  nChanged 17
		SP:Iteration 92Q (8465.640000 sec): 3 clusters
  Score: Raw -2825519.121054 + Penalty 3307.865077 = -2822211.255977
  nChanged 13
		SP:Iteration 93Q (8465.940000 sec): 3 clusters
  Score: Raw -2825519.760349 + Penalty 3307.865077 = -2822211.895272
  nChanged 20
		SP:Iteration 94Q (8466.210000 sec): 3 clusters
  Score: Raw -2825520.888729 + Penalty 3307.865077 = -2822213.023652
  nChanged 18
		SP:Iteration 95Q (8466.510000 sec): 3 clusters
  Score: Raw -2825521.954529 + Penalty 3307.865077 = -2822214.089452
  nChanged 22
		SP:Iteration 96Q (8466.850000 sec): 3 clusters
  Score: Raw -2825523.827209 + Penalty 3307.865077 = -2822215.962132
  nChanged 26
		SP:Iteration 97Q (8467.180000 sec): 3 clusters
  Score: Raw -2825525.553917 + Penalty 3307.865077 = -2822217.688840
  nChanged 22
		SP:Iteration 98Q (8467.470000 sec): 3 clusters
  Score: Raw -2825526.862299 + Penalty 3307.865077 = -2822218.997222
  nChanged 21
		SP:Iteration 99Q (8467.780000 sec): 3 clusters
  Score: Raw -2825528.063037 + Penalty 3307.865077 = -2822220.197960
  nChanged 18
		SP:Iteration 100F (8468.140000 sec): 3 clusters
  Score: Raw -2825528.950439 + Penalty 3307.865077 = -2822221.085362
  nChanged 16
		SP:Iteration 101Q (8468.480000 sec): 3 clusters
  Score: Raw -2825529.675204 + Penalty 3307.865077 = -2822221.810127
  nChanged 14
		SP:Iteration 102Q (8468.830000 sec): 3 clusters
  Score: Raw -2825530.361421 + Penalty 3307.865077 = -2822222.496344
  nChanged 11
		SP:Iteration 103Q (8469.160000 sec): 3 clusters
  Score: Raw -2825530.961586 + Penalty 3307.865077 = -2822223.096509
  nChanged 12
		SP:Iteration 104Q (8469.420000 sec): 3 clusters
  Score: Raw -2825531.643437 + Penalty 3307.865077 = -2822223.778360
  nChanged 15
		SP:Iteration 105Q (8469.790000 sec): 3 clusters
  Score: Raw -2825532.667842 + Penalty 3307.865077 = -2822224.802765
  nChanged 16
		SP:Iteration 106Q (8470.100000 sec): 3 clusters
  Score: Raw -2825533.281384 + Penalty 3307.865077 = -2822225.416307
  nChanged 8
		SP:Iteration 107Q (8470.420000 sec): 3 clusters
  Score: Raw -2825533.489486 + Penalty 3307.865077 = -2822225.624409
  nChanged 5
		SP:Iteration 108Q (8470.780000 sec): 3 clusters
  Score: Raw -2825533.674162 + Penalty 3307.865077 = -2822225.809085
  nChanged 5
		SP:Iteration 109Q (8471.090000 sec): 3 clusters
  Score: Raw -2825533.812696 + Penalty 3307.865077 = -2822225.947619
  nChanged 1
		SP:Iteration 110Q (8471.380000 sec): 3 clusters
  Score: Raw -2825533.826199 + Penalty 3307.865077 = -2822225.961122
  nChanged 0
		SP:Iteration 111F (8471.690000 sec): 3 clusters
  Score: Raw -2825533.826199 + Penalty 3307.865077 = -2822225.961122
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 23 (1671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8471.850000 sec): 2 clusters
  Score: Raw -173108.392121 + Penalty 1205.941348 = -171902.450773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8472.070000 sec): 3 clusters
  Score: Raw -172506.781981 + Penalty 2411.882697 = -170094.899285
  nChanged 629
		SP:Iteration 1F (8472.270000 sec): 3 clusters
  Score: Raw -173505.374399 + Penalty 2411.882697 = -171093.491703
  nChanged 291
		SP:Iteration 2F (8472.450000 sec): 3 clusters
  Score: Raw -174614.810905 + Penalty 2411.882697 = -172202.928209
  nChanged 212
		SP:Iteration 3F (8472.650000 sec): 3 clusters
  Score: Raw -175255.691119 + Penalty 2411.882697 = -172843.808422
  nChanged 95
		SP:Iteration 4F (8472.810000 sec): 3 clusters
  Score: Raw -175495.710565 + Penalty 2411.882697 = -173083.827869
  nChanged 38
		SP:Iteration 5Q (8473.050000 sec): 3 clusters
  Score: Raw -175555.007104 + Penalty 2411.882697 = -173143.124407
  nChanged 14
		SP:Iteration 6Q (8473.230000 sec): 3 clusters
  Score: Raw -175568.111725 + Penalty 2411.882697 = -173156.229028
  nChanged 13
		SP:Iteration 7Q (8473.410000 sec): 3 clusters
  Score: Raw -175576.075060 + Penalty 2411.882697 = -173164.192363
  nChanged 4
		SP:Iteration 8Q (8473.610000 sec): 3 clusters
  Score: Raw -175578.181355 + Penalty 2411.882697 = -173166.298658
  nChanged 5
		SP:Iteration 9Q (8473.800000 sec): 3 clusters
  Score: Raw -175581.979947 + Penalty 2411.882697 = -173170.097250
  nChanged 6
		SP:Iteration 10Q (8473.930000 sec): 3 clusters
  Score: Raw -175586.255835 + Penalty 2411.882697 = -173174.373138
  nChanged 3
		SP:Iteration 11Q (8474.120000 sec): 3 clusters
  Score: Raw -175587.947673 + Penalty 2411.882697 = -173176.064977
  nChanged 2
		SP:Iteration 12Q (8474.270000 sec): 3 clusters
  Score: Raw -175589.192942 + Penalty 2411.882697 = -173177.310245
  nChanged 1
		SP:Iteration 13Q (8474.430000 sec): 3 clusters
  Score: Raw -175589.526960 + Penalty 2411.882697 = -173177.644263
  nChanged 0
		SP:Iteration 14F (8474.590000 sec): 3 clusters
  Score: Raw -175589.526960 + Penalty 2411.882697 = -173177.644263
  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 11.19 GB.

 Trying to split cluster 24 (16205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8474.770000 sec): 2 clusters
  Score: Raw -1825190.174231 + Penalty 1575.124706 = -1823615.049524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8475.040000 sec): 3 clusters
  Score: Raw -1815613.210710 + Penalty 3150.249413 = -1812462.961298
  nChanged 7226
		SP:Iteration 1F (8475.320000 sec): 3 clusters
  Score: Raw -1819690.264853 + Penalty 3150.249413 = -1816540.015440
  nChanged 1075
		SP:Iteration 2F (8475.640000 sec): 3 clusters
  Score: Raw -1820329.097646 + Penalty 3150.249413 = -1817178.848233
  nChanged 1078
		SP:Iteration 3F (8475.890000 sec): 3 clusters
  Score: Raw -1821055.588985 + Penalty 3150.249413 = -1817905.339573
  nChanged 1050
		SP:Iteration 4F (8476.110000 sec): 3 clusters
  Score: Raw -1821709.345286 + Penalty 3150.249413 = -1818559.095873
  nChanged 969
		SP:Iteration 5F (8476.390000 sec): 3 clusters
  Score: Raw -1822212.550993 + Penalty 3150.249413 = -1819062.301581
  nChanged 800
		SP:Iteration 6Q (8476.670000 sec): 3 clusters
  Score: Raw -1822550.344982 + Penalty 3150.249413 = -1819400.095570
  nChanged 597
		SP:Iteration 7Q (8476.930000 sec): 3 clusters
  Score: Raw -1822743.067585 + Penalty 3150.249413 = -1819592.818173
  nChanged 456
		SP:Iteration 8Q (8477.210000 sec): 3 clusters
  Score: Raw -1822865.201595 + Penalty 3150.249413 = -1819714.952183
  nChanged 332
		SP:Iteration 9Q (8477.460000 sec): 3 clusters
  Score: Raw -1822943.103767 + Penalty 3150.249413 = -1819792.854355
  nChanged 275
		SP:Iteration 10Q (8477.770000 sec): 3 clusters
  Score: Raw -1823003.946671 + Penalty 3150.249413 = -1819853.697259
  nChanged 250
		SP:Iteration 11Q (8478.040000 sec): 3 clusters
  Score: Raw -1823055.027267 + Penalty 3150.249413 = -1819904.777855
  nChanged 195
		SP:Iteration 12Q (8478.260000 sec): 3 clusters
  Score: Raw -1823084.034066 + Penalty 3150.249413 = -1819933.784654
  nChanged 157
		SP:Iteration 13Q (8478.520000 sec): 3 clusters
  Score: Raw -1823107.366227 + Penalty 3150.249413 = -1819957.116814
  nChanged 148
		SP:Iteration 14Q (8478.860000 sec): 3 clusters
  Score: Raw -1823125.798154 + Penalty 3150.249413 = -1819975.548742
  nChanged 124
		SP:Iteration 15Q (8479.120000 sec): 3 clusters
  Score: Raw -1823142.079201 + Penalty 3150.249413 = -1819991.829788
  nChanged 95
		SP:Iteration 16Q (8479.400000 sec): 3 clusters
  Score: Raw -1823154.387210 + Penalty 3150.249413 = -1820004.137797
  nChanged 85
		SP:Iteration 17Q (8479.640000 sec): 3 clusters
  Score: Raw -1823166.393176 + Penalty 3150.249413 = -1820016.143763
  nChanged 95
		SP:Iteration 18Q (8479.900000 sec): 3 clusters
  Score: Raw -1823176.450115 + Penalty 3150.249413 = -1820026.200702
  nChanged 87
		SP:Iteration 19Q (8480.210000 sec): 3 clusters
  Score: Raw -1823185.085450 + Penalty 3150.249413 = -1820034.836037
  nChanged 70
		SP:Iteration 20F (8480.470000 sec): 3 clusters
  Score: Raw -1823192.389297 + Penalty 3150.249413 = -1820042.139885
  nChanged 63
		SP:Iteration 21Q (8480.760000 sec): 3 clusters
  Score: Raw -1823199.181770 + Penalty 3150.249413 = -1820048.932358
  nChanged 68
		SP:Iteration 22Q (8481.020000 sec): 3 clusters
  Score: Raw -1823205.311991 + Penalty 3150.249413 = -1820055.062579
  nChanged 58
		SP:Iteration 23Q (8481.340000 sec): 3 clusters
  Score: Raw -1823211.397859 + Penalty 3150.249413 = -1820061.148446
  nChanged 61
		SP:Iteration 24Q (8481.560000 sec): 3 clusters
  Score: Raw -1823218.500416 + Penalty 3150.249413 = -1820068.251004
  nChanged 77
		SP:Iteration 25Q (8481.850000 sec): 3 clusters
  Score: Raw -1823227.268928 + Penalty 3150.249413 = -1820077.019516
  nChanged 78
		SP:Iteration 26Q (8482.100000 sec): 3 clusters
  Score: Raw -1823237.097278 + Penalty 3150.249413 = -1820086.847865
  nChanged 78
		SP:Iteration 27Q (8482.360000 sec): 3 clusters
  Score: Raw -1823247.692941 + Penalty 3150.249413 = -1820097.443528
  nChanged 97
		SP:Iteration 28Q (8482.630000 sec): 3 clusters
  Score: Raw -1823263.560291 + Penalty 3150.249413 = -1820113.310878
  nChanged 108
		SP:Iteration 29Q (8482.910000 sec): 3 clusters
  Score: Raw -1823280.550997 + Penalty 3150.249413 = -1820130.301585
  nChanged 99
		SP:Iteration 30Q (8483.200000 sec): 3 clusters
  Score: Raw -1823294.360740 + Penalty 3150.249413 = -1820144.111328
  nChanged 104
		SP:Iteration 31Q (8483.480000 sec): 3 clusters
  Score: Raw -1823308.733990 + Penalty 3150.249413 = -1820158.484578
  nChanged 107
		SP:Iteration 32Q (8483.770000 sec): 3 clusters
  Score: Raw -1823324.082914 + Penalty 3150.249413 = -1820173.833502
  nChanged 115
		SP:Iteration 33Q (8484.000000 sec): 3 clusters
  Score: Raw -1823341.741469 + Penalty 3150.249413 = -1820191.492056
  nChanged 125
		SP:Iteration 34Q (8484.290000 sec): 3 clusters
  Score: Raw -1823360.530613 + Penalty 3150.249413 = -1820210.281201
  nChanged 125
		SP:Iteration 35Q (8484.600000 sec): 3 clusters
  Score: Raw -1823377.613290 + Penalty 3150.249413 = -1820227.363877
  nChanged 116
		SP:Iteration 36Q (8484.890000 sec): 3 clusters
  Score: Raw -1823396.199127 + Penalty 3150.249413 = -1820245.949715
  nChanged 142
		SP:Iteration 37Q (8485.160000 sec): 3 clusters
  Score: Raw -1823420.319002 + Penalty 3150.249413 = -1820270.069589
  nChanged 139
		SP:Iteration 38Q (8485.460000 sec): 3 clusters
  Score: Raw -1823442.828104 + Penalty 3150.249413 = -1820292.578691
  nChanged 144
		SP:Iteration 39Q (8485.720000 sec): 3 clusters
  Score: Raw -1823467.953989 + Penalty 3150.249413 = -1820317.704577
  nChanged 154
		SP:Iteration 40F (8486.010000 sec): 3 clusters
  Score: Raw -1823495.447960 + Penalty 3150.249413 = -1820345.198547
  nChanged 154
		SP:Iteration 41Q (8486.320000 sec): 3 clusters
  Score: Raw -1823525.598920 + Penalty 3150.249413 = -1820375.349507
  nChanged 185
		SP:Iteration 42Q (8486.560000 sec): 3 clusters
  Score: Raw -1823565.887772 + Penalty 3150.249413 = -1820415.638360
  nChanged 201
		SP:Iteration 43Q (8486.800000 sec): 3 clusters
  Score: Raw -1823612.577450 + Penalty 3150.249413 = -1820462.328037
  nChanged 217
		SP:Iteration 44Q (8487.120000 sec): 3 clusters
  Score: Raw -1823668.135903 + Penalty 3150.249413 = -1820517.886490
  nChanged 257
		SP:Iteration 45Q (8487.360000 sec): 3 clusters
  Score: Raw -1823736.129441 + Penalty 3150.249413 = -1820585.880029
  nChanged 254
		SP:Iteration 46Q (8487.650000 sec): 3 clusters
  Score: Raw -1823804.709921 + Penalty 3150.249413 = -1820654.460508
  nChanged 253
		SP:Iteration 47Q (8487.950000 sec): 3 clusters
  Score: Raw -1823872.795634 + Penalty 3150.249413 = -1820722.546222
  nChanged 242
		SP:Iteration 48Q (8488.190000 sec): 3 clusters
  Score: Raw -1823942.881242 + Penalty 3150.249413 = -1820792.631829
  nChanged 268
		SP:Iteration 49Q (8488.470000 sec): 3 clusters
  Score: Raw -1824036.262583 + Penalty 3150.249413 = -1820886.013170
  nChanged 298
		SP:Iteration 50Q (8488.680000 sec): 3 clusters
  Score: Raw -1824143.076467 + Penalty 3150.249413 = -1820992.827054
  nChanged 286
		SP:Iteration 51Q (8488.970000 sec): 3 clusters
  Score: Raw -1824250.212026 + Penalty 3150.249413 = -1821099.962613
  nChanged 297
		SP:Iteration 52Q (8489.250000 sec): 3 clusters
  Score: Raw -1824372.906165 + Penalty 3150.249413 = -1821222.656753
  nChanged 315
		SP:Iteration 53Q (8489.470000 sec): 3 clusters
  Score: Raw -1824508.596990 + Penalty 3150.249413 = -1821358.347578
  nChanged 299
		SP:Iteration 54Q (8489.750000 sec): 3 clusters
  Score: Raw -1824657.742667 + Penalty 3150.249413 = -1821507.493254
  nChanged 286
		SP:Iteration 55Q (8490.060000 sec): 3 clusters
  Score: Raw -1824833.949068 + Penalty 3150.249413 = -1821683.699656
  nChanged 275
		SP:Iteration 56Q (8490.330000 sec): 3 clusters
  Score: Raw -1825009.412654 + Penalty 3150.249413 = -1821859.163242
  nChanged 238
		SP:Iteration 57Q (8490.650000 sec): 3 clusters
  Score: Raw -1825143.659919 + Penalty 3150.249413 = -1821993.410506
  nChanged 202
		SP:Iteration 58Q (8490.890000 sec): 3 clusters
  Score: Raw -1825268.493496 + Penalty 3150.249413 = -1822118.244083
  nChanged 184
		SP:Iteration 59Q (8491.180000 sec): 3 clusters
  Score: Raw -1825381.343835 + Penalty 3150.249413 = -1822231.094422
  nChanged 151
		SP:Iteration 60F (8491.480000 sec): 3 clusters
  Score: Raw -1825472.841410 + Penalty 3150.249413 = -1822322.591998
  nChanged 128
		SP:Iteration 61Q (8491.810000 sec): 3 clusters
  Score: Raw -1825559.006167 + Penalty 3150.249413 = -1822408.756755
  nChanged 126
		SP:Iteration 62Q (8492.040000 sec): 3 clusters
  Score: Raw -1825650.284004 + Penalty 3150.249413 = -1822500.034592
  nChanged 92
		SP:Iteration 63Q (8492.280000 sec): 3 clusters
  Score: Raw -1825730.897349 + Penalty 3150.249413 = -1822580.647937
  nChanged 82
		SP:Iteration 64Q (8492.560000 sec): 3 clusters
  Score: Raw -1825810.258500 + Penalty 3150.249413 = -1822660.009087
  nChanged 78
		SP:Iteration 65Q (8492.820000 sec): 3 clusters
  Score: Raw -1825878.613843 + Penalty 3150.249413 = -1822728.364430
  nChanged 75
		SP:Iteration 66Q (8493.070000 sec): 3 clusters
  Score: Raw -1825923.877589 + Penalty 3150.249413 = -1822773.628177
  nChanged 51
		SP:Iteration 67Q (8493.310000 sec): 3 clusters
  Score: Raw -1825951.165391 + Penalty 3150.249413 = -1822800.915979
  nChanged 37
		SP:Iteration 68Q (8493.540000 sec): 3 clusters
  Score: Raw -1825969.699166 + Penalty 3150.249413 = -1822819.449754
  nChanged 27
		SP:Iteration 69Q (8493.770000 sec): 3 clusters
  Score: Raw -1825984.755152 + Penalty 3150.249413 = -1822834.505740
  nChanged 19
		SP:Iteration 70Q (8494.030000 sec): 3 clusters
  Score: Raw -1825993.266049 + Penalty 3150.249413 = -1822843.016636
  nChanged 18
		SP:Iteration 71Q (8494.290000 sec): 3 clusters
  Score: Raw -1826003.417262 + Penalty 3150.249413 = -1822853.167849
  nChanged 19
		SP:Iteration 72Q (8494.530000 sec): 3 clusters
  Score: Raw -1826013.993412 + Penalty 3150.249413 = -1822863.743999
  nChanged 15
		SP:Iteration 73Q (8494.800000 sec): 3 clusters
  Score: Raw -1826020.981469 + Penalty 3150.249413 = -1822870.732057
  nChanged 13
		SP:Iteration 74Q (8495.090000 sec): 3 clusters
  Score: Raw -1826028.972541 + Penalty 3150.249413 = -1822878.723128
  nChanged 16
		SP:Iteration 75Q (8495.330000 sec): 3 clusters
  Score: Raw -1826038.015555 + Penalty 3150.249413 = -1822887.766143
  nChanged 20
		SP:Iteration 76Q (8495.630000 sec): 3 clusters
  Score: Raw -1826046.628856 + Penalty 3150.249413 = -1822896.379444
  nChanged 10
		SP:Iteration 77Q (8495.850000 sec): 3 clusters
  Score: Raw -1826051.972221 + Penalty 3150.249413 = -1822901.722809
  nChanged 12
		SP:Iteration 78Q (8496.110000 sec): 3 clusters
  Score: Raw -1826058.390453 + Penalty 3150.249413 = -1822908.141040
  nChanged 13
		SP:Iteration 79Q (8496.380000 sec): 3 clusters
  Score: Raw -1826064.720856 + Penalty 3150.249413 = -1822914.471444
  nChanged 9
		SP:Iteration 80F (8496.670000 sec): 3 clusters
  Score: Raw -1826068.027780 + Penalty 3150.249413 = -1822917.778367
  nChanged 5
		SP:Iteration 81Q (8496.950000 sec): 3 clusters
  Score: Raw -1826069.958699 + Penalty 3150.249413 = -1822919.709286
  nChanged 5
		SP:Iteration 82Q (8497.250000 sec): 3 clusters
  Score: Raw -1826072.161157 + Penalty 3150.249413 = -1822921.911744
  nChanged 2
		SP:Iteration 83Q (8497.500000 sec): 3 clusters
  Score: Raw -1826072.814471 + Penalty 3150.249413 = -1822922.565058
  nChanged 4
		SP:Iteration 84Q (8497.740000 sec): 3 clusters
  Score: Raw -1826075.175627 + Penalty 3150.249413 = -1822924.926215
  nChanged 6
		SP:Iteration 85Q (8497.990000 sec): 3 clusters
  Score: Raw -1826077.757763 + Penalty 3150.249413 = -1822927.508351
  nChanged 7
		SP:Iteration 86Q (8498.300000 sec): 3 clusters
  Score: Raw -1826082.034688 + Penalty 3150.249413 = -1822931.785275
  nChanged 5
		SP:Iteration 87Q (8498.570000 sec): 3 clusters
  Score: Raw -1826082.982769 + Penalty 3150.249413 = -1822932.733357
  nChanged 1
		SP:Iteration 88Q (8498.820000 sec): 3 clusters
  Score: Raw -1826083.385211 + Penalty 3150.249413 = -1822933.135798
  nChanged 0
		SP:Iteration 89F (8499.050000 sec): 3 clusters
  Score: Raw -1826083.385211 + Penalty 3150.249413 = -1822933.135798
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8499.150000 sec): 2 clusters
  Score: Raw -19887.674970 + Penalty 861.787048 = -19025.887922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8499.330000 sec): 3 clusters
  Score: Raw -20075.615750 + Penalty 1723.574095 = -18352.041655
  nChanged 34
		SP:Iteration 1F (8499.470000 sec): 3 clusters
  Score: Raw -20189.309656 + Penalty 1723.574095 = -18465.735560
  nChanged 16
		SP:Iteration 2F (8499.680000 sec): 3 clusters
  Score: Raw -20236.254613 + Penalty 1723.574095 = -18512.680518
  nChanged 7
		SP:Iteration 3Q (8499.850000 sec): 3 clusters
  Score: Raw -20283.480735 + Penalty 1723.574095 = -18559.906640
  nChanged 5
		SP:Iteration 4Q (8500.050000 sec): 3 clusters
  Score: Raw -20320.883120 + Penalty 1723.574095 = -18597.309025
  nChanged 7
		SP:Iteration 5Q (8500.260000 sec): 3 clusters
  Score: Raw -20352.258849 + Penalty 1723.574095 = -18628.684754
  nChanged 2
		SP:Iteration 6Q (8500.430000 sec): 3 clusters
  Score: Raw -20360.837860 + Penalty 1723.574095 = -18637.263764
  nChanged 1
		SP:Iteration 7Q (8500.630000 sec): 3 clusters
  Score: Raw -20365.170262 + Penalty 1723.574095 = -18641.596167
  nChanged 2
		SP:Iteration 8Q (8500.790000 sec): 3 clusters
  Score: Raw -20375.750171 + Penalty 1723.574095 = -18652.176076
  nChanged 0
		SP:Iteration 9F (8500.980000 sec): 3 clusters
  Score: Raw -20375.750171 + Penalty 1723.574095 = -18652.176076
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 26 (93320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8501.490000 sec): 2 clusters
  Score: Raw -10992165.724624 + Penalty 1859.615830 = -10990306.108794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8502.100000 sec): 3 clusters
  Score: Raw -10931509.939444 + Penalty 3719.231661 = -10927790.707783
  nChanged 44737
		SP:Iteration 1F (8502.660000 sec): 3 clusters
  Score: Raw -10957734.746976 + Penalty 3719.231661 = -10954015.515315
  nChanged 3419
		SP:Iteration 2Q (8503.390000 sec): 3 clusters
  Score: Raw -10958726.853933 + Penalty 3719.231661 = -10955007.622272
  nChanged 3601
		SP:Iteration 3Q (8504.110000 sec): 3 clusters
  Score: Raw -10959878.215026 + Penalty 3719.231661 = -10956158.983365
  nChanged 3805
		SP:Iteration 4Q (8504.790000 sec): 3 clusters
  Score: Raw -10961260.133239 + Penalty 3719.231661 = -10957540.901578
  nChanged 4261
		SP:Iteration 5Q (8505.500000 sec): 3 clusters
  Score: Raw -10963059.089713 + Penalty 3719.231661 = -10959339.858052
  nChanged 4842
		SP:Iteration 6F (8506.160000 sec): 3 clusters
  Score: Raw -10965442.845771 + Penalty 3719.231661 = -10961723.614110
  nChanged 5344
		SP:Iteration 7F (8506.750000 sec): 3 clusters
  Score: Raw -10968542.044315 + Penalty 3719.231661 = -10964822.812654
  nChanged 5579
		SP:Iteration 8F (8507.300000 sec): 3 clusters
  Score: Raw -10972388.374741 + Penalty 3719.231661 = -10968669.143080
  nChanged 5285
		SP:Iteration 9F (8507.910000 sec): 3 clusters
  Score: Raw -10976359.666533 + Penalty 3719.231661 = -10972640.434872
  nChanged 4460
		SP:Iteration 10Q (8508.510000 sec): 3 clusters
  Score: Raw -10979433.837888 + Penalty 3719.231661 = -10975714.606227
  nChanged 3285
		SP:Iteration 11Q (8509.110000 sec): 3 clusters
  Score: Raw -10981364.132602 + Penalty 3719.231661 = -10977644.900941
  nChanged 2603
		SP:Iteration 12Q (8509.690000 sec): 3 clusters
  Score: Raw -10982858.001574 + Penalty 3719.231661 = -10979138.769913
  nChanged 2394
		SP:Iteration 13Q (8510.240000 sec): 3 clusters
  Score: Raw -10984316.773085 + Penalty 3719.231661 = -10980597.541424
  nChanged 2223
		SP:Iteration 14Q (8510.790000 sec): 3 clusters
  Score: Raw -10985669.098521 + Penalty 3719.231661 = -10981949.866860
  nChanged 1981
		SP:Iteration 15Q (8511.350000 sec): 3 clusters
  Score: Raw -10986840.015565 + Penalty 3719.231661 = -10983120.783904
  nChanged 1707
		SP:Iteration 16Q (8511.910000 sec): 3 clusters
  Score: Raw -10987800.427020 + Penalty 3719.231661 = -10984081.195359
  nChanged 1444
		SP:Iteration 17Q (8512.540000 sec): 3 clusters
  Score: Raw -10988548.933290 + Penalty 3719.231661 = -10984829.701629
  nChanged 1259
		SP:Iteration 18Q (8513.110000 sec): 3 clusters
  Score: Raw -10989154.346639 + Penalty 3719.231661 = -10985435.114978
  nChanged 1088
		SP:Iteration 19Q (8513.650000 sec): 3 clusters
  Score: Raw -10989620.406385 + Penalty 3719.231661 = -10985901.174724
  nChanged 906
		SP:Iteration 20F (8514.210000 sec): 3 clusters
  Score: Raw -10989968.658074 + Penalty 3719.231661 = -10986249.426413
  nChanged 775
		SP:Iteration 21Q (8514.770000 sec): 3 clusters
  Score: Raw -10990235.638205 + Penalty 3719.231661 = -10986516.406544
  nChanged 671
		SP:Iteration 22Q (8515.340000 sec): 3 clusters
  Score: Raw -10990440.364411 + Penalty 3719.231661 = -10986721.132750
  nChanged 586
		SP:Iteration 23Q (8515.850000 sec): 3 clusters
  Score: Raw -10990607.565898 + Penalty 3719.231661 = -10986888.334237
  nChanged 549
		SP:Iteration 24Q (8516.340000 sec): 3 clusters
  Score: Raw -10990766.815475 + Penalty 3719.231661 = -10987047.583814
  nChanged 532
		SP:Iteration 25Q (8516.840000 sec): 3 clusters
  Score: Raw -10990923.350407 + Penalty 3719.231661 = -10987204.118746
  nChanged 456
		SP:Iteration 26Q (8517.330000 sec): 3 clusters
  Score: Raw -10991050.188098 + Penalty 3719.231661 = -10987330.956437
  nChanged 423
		SP:Iteration 27Q (8517.800000 sec): 3 clusters
  Score: Raw -10991162.326656 + Penalty 3719.231661 = -10987443.094995
  nChanged 375
		SP:Iteration 28Q (8518.320000 sec): 3 clusters
  Score: Raw -10991261.277781 + Penalty 3719.231661 = -10987542.046120
  nChanged 358
		SP:Iteration 29Q (8518.800000 sec): 3 clusters
  Score: Raw -10991361.456054 + Penalty 3719.231661 = -10987642.224393
  nChanged 335
		SP:Iteration 30Q (8519.290000 sec): 3 clusters
  Score: Raw -10991451.748436 + Penalty 3719.231661 = -10987732.516775
  nChanged 320
		SP:Iteration 31Q (8519.770000 sec): 3 clusters
  Score: Raw -10991535.770051 + Penalty 3719.231661 = -10987816.538390
  nChanged 274
		SP:Iteration 32Q (8520.370000 sec): 3 clusters
  Score: Raw -10991600.108341 + Penalty 3719.231661 = -10987880.876680
  nChanged 248
		SP:Iteration 33Q (8520.990000 sec): 3 clusters
  Score: Raw -10991659.411849 + Penalty 3719.231661 = -10987940.180188
  nChanged 236
		SP:Iteration 34Q (8521.570000 sec): 3 clusters
  Score: Raw -10991716.332367 + Penalty 3719.231661 = -10987997.100706
  nChanged 204
		SP:Iteration 35Q (8522.160000 sec): 3 clusters
  Score: Raw -10991768.346420 + Penalty 3719.231661 = -10988049.114759
  nChanged 221
		SP:Iteration 36Q (8522.780000 sec): 3 clusters
  Score: Raw -10991828.075134 + Penalty 3719.231661 = -10988108.843473
  nChanged 195
		SP:Iteration 37Q (8523.400000 sec): 3 clusters
  Score: Raw -10991876.847831 + Penalty 3719.231661 = -10988157.616170
  nChanged 173
		SP:Iteration 38Q (8523.980000 sec): 3 clusters
  Score: Raw -10991916.695380 + Penalty 3719.231661 = -10988197.463719
  nChanged 158
		SP:Iteration 39Q (8524.570000 sec): 3 clusters
  Score: Raw -10991951.823028 + Penalty 3719.231661 = -10988232.591367
  nChanged 149
		SP:Iteration 40F (8525.170000 sec): 3 clusters
  Score: Raw -10991983.745332 + Penalty 3719.231661 = -10988264.513671
  nChanged 143
		SP:Iteration 41Q (8525.720000 sec): 3 clusters
  Score: Raw -10992018.199745 + Penalty 3719.231661 = -10988298.968084
  nChanged 138
		SP:Iteration 42Q (8526.250000 sec): 3 clusters
  Score: Raw -10992048.861205 + Penalty 3719.231661 = -10988329.629544
  nChanged 125
		SP:Iteration 43Q (8526.810000 sec): 3 clusters
  Score: Raw -10992071.900754 + Penalty 3719.231661 = -10988352.669093
  nChanged 104
		SP:Iteration 44Q (8527.360000 sec): 3 clusters
  Score: Raw -10992089.159522 + Penalty 3719.231661 = -10988369.927861
  nChanged 74
		SP:Iteration 45Q (8527.880000 sec): 3 clusters
  Score: Raw -10992100.020915 + Penalty 3719.231661 = -10988380.789254
  nChanged 77
		SP:Iteration 46Q (8528.380000 sec): 3 clusters
  Score: Raw -10992112.739187 + Penalty 3719.231661 = -10988393.507526
  nChanged 82
		SP:Iteration 47Q (8528.890000 sec): 3 clusters
  Score: Raw -10992126.603542 + Penalty 3719.231661 = -10988407.371881
  nChanged 81
		SP:Iteration 48Q (8529.400000 sec): 3 clusters
  Score: Raw -10992140.234745 + Penalty 3719.231661 = -10988421.003084
  nChanged 68
		SP:Iteration 49Q (8529.900000 sec): 3 clusters
  Score: Raw -10992152.325868 + Penalty 3719.231661 = -10988433.094207
  nChanged 59
		SP:Iteration 50Q (8530.380000 sec): 3 clusters
  Score: Raw -10992162.920051 + Penalty 3719.231661 = -10988443.688390
  nChanged 66
		SP:Iteration 51Q (8530.910000 sec): 3 clusters
  Score: Raw -10992174.817509 + Penalty 3719.231661 = -10988455.585848
  nChanged 68
		SP:Iteration 52Q (8531.390000 sec): 3 clusters
  Score: Raw -10992185.860364 + Penalty 3719.231661 = -10988466.628703
  nChanged 58
		SP:Iteration 53Q (8531.870000 sec): 3 clusters
  Score: Raw -10992197.235305 + Penalty 3719.231661 = -10988478.003644
  nChanged 65
		SP:Iteration 54Q (8532.390000 sec): 3 clusters
  Score: Raw -10992212.689566 + Penalty 3719.231661 = -10988493.457905
  nChanged 69
		SP:Iteration 55Q (8532.920000 sec): 3 clusters
  Score: Raw -10992228.152234 + Penalty 3719.231661 = -10988508.920573
  nChanged 68
		SP:Iteration 56Q (8533.390000 sec): 3 clusters
  Score: Raw -10992242.884690 + Penalty 3719.231661 = -10988523.653029
  nChanged 60
		SP:Iteration 57Q (8533.820000 sec): 3 clusters
  Score: Raw -10992255.208655 + Penalty 3719.231661 = -10988535.976994
  nChanged 60
		SP:Iteration 58Q (8534.320000 sec): 3 clusters
  Score: Raw -10992265.785084 + Penalty 3719.231661 = -10988546.553423
  nChanged 50
		SP:Iteration 59Q (8534.750000 sec): 3 clusters
  Score: Raw -10992274.276999 + Penalty 3719.231661 = -10988555.045338
  nChanged 49
		SP:Iteration 60F (8535.330000 sec): 3 clusters
  Score: Raw -10992281.778564 + Penalty 3719.231661 = -10988562.546903
  nChanged 44
		SP:Iteration 61Q (8535.820000 sec): 3 clusters
  Score: Raw -10992288.927202 + Penalty 3719.231661 = -10988569.695541
  nChanged 43
		SP:Iteration 62Q (8536.330000 sec): 3 clusters
  Score: Raw -10992296.757441 + Penalty 3719.231661 = -10988577.525780
  nChanged 46
		SP:Iteration 63Q (8536.800000 sec): 3 clusters
  Score: Raw -10992305.514434 + Penalty 3719.231661 = -10988586.282773
  nChanged 39
		SP:Iteration 64Q (8537.340000 sec): 3 clusters
  Score: Raw -10992312.775021 + Penalty 3719.231661 = -10988593.543360
  nChanged 36
		SP:Iteration 65Q (8537.850000 sec): 3 clusters
  Score: Raw -10992320.410427 + Penalty 3719.231661 = -10988601.178766
  nChanged 35
		SP:Iteration 66Q (8538.340000 sec): 3 clusters
  Score: Raw -10992327.444165 + Penalty 3719.231661 = -10988608.212504
  nChanged 38
		SP:Iteration 67Q (8538.940000 sec): 3 clusters
  Score: Raw -10992334.624504 + Penalty 3719.231661 = -10988615.392843
  nChanged 35
		SP:Iteration 68Q (8539.520000 sec): 3 clusters
  Score: Raw -10992341.683865 + Penalty 3719.231661 = -10988622.452204
  nChanged 35
		SP:Iteration 69Q (8540.030000 sec): 3 clusters
  Score: Raw -10992348.943798 + Penalty 3719.231661 = -10988629.712137
  nChanged 41
		SP:Iteration 70Q (8540.550000 sec): 3 clusters
  Score: Raw -10992357.200762 + Penalty 3719.231661 = -10988637.969101
  nChanged 38
		SP:Iteration 71Q (8541.050000 sec): 3 clusters
  Score: Raw -10992364.497660 + Penalty 3719.231661 = -10988645.265999
  nChanged 41
		SP:Iteration 72Q (8541.520000 sec): 3 clusters
  Score: Raw -10992371.178393 + Penalty 3719.231661 = -10988651.946732
  nChanged 32
		SP:Iteration 73Q (8542.080000 sec): 3 clusters
  Score: Raw -10992377.130408 + Penalty 3719.231661 = -10988657.898747
  nChanged 28
		SP:Iteration 74Q (8542.620000 sec): 3 clusters
  Score: Raw -10992383.485476 + Penalty 3719.231661 = -10988664.253815
  nChanged 35
		SP:Iteration 75Q (8543.150000 sec): 3 clusters
  Score: Raw -10992391.192210 + Penalty 3719.231661 = -10988671.960549
  nChanged 36
		SP:Iteration 76Q (8543.640000 sec): 3 clusters
  Score: Raw -10992400.315708 + Penalty 3719.231661 = -10988681.084047
  nChanged 39
		SP:Iteration 77Q (8544.210000 sec): 3 clusters
  Score: Raw -10992411.578208 + Penalty 3719.231661 = -10988692.346547
  nChanged 41
		SP:Iteration 78Q (8544.770000 sec): 3 clusters
  Score: Raw -10992421.168567 + Penalty 3719.231661 = -10988701.936906
  nChanged 35
		SP:Iteration 79Q (8545.300000 sec): 3 clusters
  Score: Raw -10992428.990526 + Penalty 3719.231661 = -10988709.758865
  nChanged 33
		SP:Iteration 80F (8545.910000 sec): 3 clusters
  Score: Raw -10992435.072405 + Penalty 3719.231661 = -10988715.840744
  nChanged 21
		SP:Iteration 81Q (8546.450000 sec): 3 clusters
  Score: Raw -10992439.496349 + Penalty 3719.231661 = -10988720.264688
  nChanged 16
		SP:Iteration 82Q (8546.970000 sec): 3 clusters
  Score: Raw -10992442.045702 + Penalty 3719.231661 = -10988722.814041
  nChanged 13
		SP:Iteration 83Q (8547.530000 sec): 3 clusters
  Score: Raw -10992444.247811 + Penalty 3719.231661 = -10988725.016150
  nChanged 10
		SP:Iteration 84Q (8548.060000 sec): 3 clusters
  Score: Raw -10992445.808025 + Penalty 3719.231661 = -10988726.576364
  nChanged 8
		SP:Iteration 85Q (8548.590000 sec): 3 clusters
  Score: Raw -10992447.650024 + Penalty 3719.231661 = -10988728.418363
  nChanged 9
		SP:Iteration 86Q (8549.110000 sec): 3 clusters
  Score: Raw -10992449.207611 + Penalty 3719.231661 = -10988729.975950
  nChanged 5
		SP:Iteration 87Q (8549.670000 sec): 3 clusters
  Score: Raw -10992450.243913 + Penalty 3719.231661 = -10988731.012252
  nChanged 3
		SP:Iteration 88Q (8550.240000 sec): 3 clusters
  Score: Raw -10992450.685428 + Penalty 3719.231661 = -10988731.453767
  nChanged 6
		SP:Iteration 89Q (8550.780000 sec): 3 clusters
  Score: Raw -10992451.554991 + Penalty 3719.231661 = -10988732.323330
  nChanged 4
		SP:Iteration 90Q (8551.260000 sec): 3 clusters
  Score: Raw -10992452.070515 + Penalty 3719.231661 = -10988732.838854
  nChanged 8
		SP:Iteration 91Q (8551.850000 sec): 3 clusters
  Score: Raw -10992453.608382 + Penalty 3719.231661 = -10988734.376721
  nChanged 7
		SP:Iteration 92Q (8552.360000 sec): 3 clusters
  Score: Raw -10992454.415544 + Penalty 3719.231661 = -10988735.183883
  nChanged 4
		SP:Iteration 93Q (8552.910000 sec): 3 clusters
  Score: Raw -10992454.931950 + Penalty 3719.231661 = -10988735.700289
  nChanged 3
		SP:Iteration 94Q (8553.480000 sec): 3 clusters
  Score: Raw -10992455.225250 + Penalty 3719.231661 = -10988735.993589
  nChanged 2
		SP:Iteration 95Q (8554.090000 sec): 3 clusters
  Score: Raw -10992455.485444 + Penalty 3719.231661 = -10988736.253783
  nChanged 1
		SP:Iteration 96Q (8554.640000 sec): 3 clusters
  Score: Raw -10992455.552187 + Penalty 3719.231661 = -10988736.320526
  nChanged 0
		SP:Iteration 97F (8555.230000 sec): 3 clusters
  Score: Raw -10992455.552187 + Penalty 3719.231661 = -10988736.320526
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (15866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8555.420000 sec): 2 clusters
  Score: Raw -1784101.682350 + Penalty 1571.689232 = -1782529.993118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8555.730000 sec): 3 clusters
  Score: Raw -1774826.734256 + Penalty 3143.378464 = -1771683.355792
  nChanged 7062
		SP:Iteration 1F (8556.000000 sec): 3 clusters
  Score: Raw -1778723.313009 + Penalty 3143.378464 = -1775579.934546
  nChanged 945
		SP:Iteration 2F (8556.240000 sec): 3 clusters
  Score: Raw -1779151.689896 + Penalty 3143.378464 = -1776008.311433
  nChanged 839
		SP:Iteration 3F (8556.510000 sec): 3 clusters
  Score: Raw -1779573.674021 + Penalty 3143.378464 = -1776430.295558
  nChanged 847
		SP:Iteration 4F (8556.780000 sec): 3 clusters
  Score: Raw -1780041.444991 + Penalty 3143.378464 = -1776898.066527
  nChanged 915
		SP:Iteration 5F (8557.100000 sec): 3 clusters
  Score: Raw -1780631.804555 + Penalty 3143.378464 = -1777488.426092
  nChanged 942
		SP:Iteration 6F (8557.340000 sec): 3 clusters
  Score: Raw -1781307.129393 + Penalty 3143.378464 = -1778163.750929
  nChanged 888
		SP:Iteration 7F (8557.630000 sec): 3 clusters
  Score: Raw -1781967.673435 + Penalty 3143.378464 = -1778824.294971
  nChanged 764
		SP:Iteration 8Q (8557.910000 sec): 3 clusters
  Score: Raw -1782530.742285 + Penalty 3143.378464 = -1779387.363821
  nChanged 624
		SP:Iteration 9Q (8558.160000 sec): 3 clusters
  Score: Raw -1782954.544633 + Penalty 3143.378464 = -1779811.166170
  nChanged 477
		SP:Iteration 10Q (8558.400000 sec): 3 clusters
  Score: Raw -1783271.436757 + Penalty 3143.378464 = -1780128.058293
  nChanged 356
		SP:Iteration 11Q (8558.660000 sec): 3 clusters
  Score: Raw -1783481.973681 + Penalty 3143.378464 = -1780338.595218
  nChanged 283
		SP:Iteration 12Q (8558.900000 sec): 3 clusters
  Score: Raw -1783632.678383 + Penalty 3143.378464 = -1780489.299919
  nChanged 239
		SP:Iteration 13Q (8559.160000 sec): 3 clusters
  Score: Raw -1783751.485919 + Penalty 3143.378464 = -1780608.107455
  nChanged 198
		SP:Iteration 14Q (8559.400000 sec): 3 clusters
  Score: Raw -1783850.665111 + Penalty 3143.378464 = -1780707.286648
  nChanged 153
		SP:Iteration 15Q (8559.660000 sec): 3 clusters
  Score: Raw -1783917.727459 + Penalty 3143.378464 = -1780774.348995
  nChanged 126
		SP:Iteration 16Q (8559.900000 sec): 3 clusters
  Score: Raw -1783970.939175 + Penalty 3143.378464 = -1780827.560712
  nChanged 114
		SP:Iteration 17Q (8560.150000 sec): 3 clusters
  Score: Raw -1784015.195556 + Penalty 3143.378464 = -1780871.817092
  nChanged 98
		SP:Iteration 18Q (8560.410000 sec): 3 clusters
  Score: Raw -1784056.902177 + Penalty 3143.378464 = -1780913.523714
  nChanged 91
		SP:Iteration 19Q (8560.640000 sec): 3 clusters
  Score: Raw -1784093.784977 + Penalty 3143.378464 = -1780950.406513
  nChanged 80
		SP:Iteration 20F (8560.930000 sec): 3 clusters
  Score: Raw -1784125.521649 + Penalty 3143.378464 = -1780982.143185
  nChanged 79
		SP:Iteration 21Q (8561.210000 sec): 3 clusters
  Score: Raw -1784155.416469 + Penalty 3143.378464 = -1781012.038005
  nChanged 81
		SP:Iteration 22Q (8561.500000 sec): 3 clusters
  Score: Raw -1784188.325634 + Penalty 3143.378464 = -1781044.947170
  nChanged 77
		SP:Iteration 23Q (8561.770000 sec): 3 clusters
  Score: Raw -1784225.438877 + Penalty 3143.378464 = -1781082.060413
  nChanged 69
		SP:Iteration 24Q (8562.030000 sec): 3 clusters
  Score: Raw -1784254.105903 + Penalty 3143.378464 = -1781110.727440
  nChanged 53
		SP:Iteration 25Q (8562.380000 sec): 3 clusters
  Score: Raw -1784278.025890 + Penalty 3143.378464 = -1781134.647426
  nChanged 42
		SP:Iteration 26Q (8562.610000 sec): 3 clusters
  Score: Raw -1784291.667215 + Penalty 3143.378464 = -1781148.288752
  nChanged 36
		SP:Iteration 27Q (8562.860000 sec): 3 clusters
  Score: Raw -1784305.830220 + Penalty 3143.378464 = -1781162.451757
  nChanged 21
		SP:Iteration 28Q (8563.160000 sec): 3 clusters
  Score: Raw -1784313.844652 + Penalty 3143.378464 = -1781170.466189
  nChanged 22
		SP:Iteration 29Q (8563.370000 sec): 3 clusters
  Score: Raw -1784321.993837 + Penalty 3143.378464 = -1781178.615373
  nChanged 27
		SP:Iteration 30Q (8563.640000 sec): 3 clusters
  Score: Raw -1784332.889489 + Penalty 3143.378464 = -1781189.511026
  nChanged 22
		SP:Iteration 31Q (8563.870000 sec): 3 clusters
  Score: Raw -1784345.029879 + Penalty 3143.378464 = -1781201.651416
  nChanged 23
		SP:Iteration 32Q (8564.080000 sec): 3 clusters
  Score: Raw -1784353.656784 + Penalty 3143.378464 = -1781210.278320
  nChanged 16
		SP:Iteration 33Q (8564.320000 sec): 3 clusters
  Score: Raw -1784359.395686 + Penalty 3143.378464 = -1781216.017222
  nChanged 12
		SP:Iteration 34Q (8564.570000 sec): 3 clusters
  Score: Raw -1784364.145835 + Penalty 3143.378464 = -1781220.767371
  nChanged 7
		SP:Iteration 35Q (8564.800000 sec): 3 clusters
  Score: Raw -1784366.886897 + Penalty 3143.378464 = -1781223.508434
  nChanged 10
		SP:Iteration 36Q (8565.030000 sec): 3 clusters
  Score: Raw -1784371.849621 + Penalty 3143.378464 = -1781228.471157
  nChanged 14
		SP:Iteration 37Q (8565.240000 sec): 3 clusters
  Score: Raw -1784376.926323 + Penalty 3143.378464 = -1781233.547860
  nChanged 6
		SP:Iteration 38Q (8565.480000 sec): 3 clusters
  Score: Raw -1784379.049909 + Penalty 3143.378464 = -1781235.671446
  nChanged 6
		SP:Iteration 39Q (8565.660000 sec): 3 clusters
  Score: Raw -1784380.703449 + Penalty 3143.378464 = -1781237.324985
  nChanged 0
		SP:Iteration 40F (8565.890000 sec): 3 clusters
  Score: Raw -1784380.703449 + Penalty 3143.378464 = -1781237.324985
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (71681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8566.300000 sec): 2 clusters
  Score: Raw -7967405.783176 + Penalty 1816.746912 = -7965589.036264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8566.810000 sec): 3 clusters
  Score: Raw -7921065.369401 + Penalty 3633.493824 = -7917431.875576
  nChanged 34117
		SP:Iteration 1F (8567.260000 sec): 3 clusters
  Score: Raw -7940798.989164 + Penalty 3633.493824 = -7937165.495340
  nChanged 2720
		SP:Iteration 2Q (8567.760000 sec): 3 clusters
  Score: Raw -7941606.857812 + Penalty 3633.493824 = -7937973.363987
  nChanged 2907
		SP:Iteration 3Q (8568.250000 sec): 3 clusters
  Score: Raw -7942620.928314 + Penalty 3633.493824 = -7938987.434489
  nChanged 3344
		SP:Iteration 4Q (8568.750000 sec): 3 clusters
  Score: Raw -7944080.059514 + Penalty 3633.493824 = -7940446.565689
  nChanged 4009
		SP:Iteration 5F (8569.240000 sec): 3 clusters
  Score: Raw -7946104.667750 + Penalty 3633.493824 = -7942471.173925
  nChanged 4499
		SP:Iteration 6F (8569.730000 sec): 3 clusters
  Score: Raw -7948715.384892 + Penalty 3633.493824 = -7945081.891068
  nChanged 4737
		SP:Iteration 7F (8570.250000 sec): 3 clusters
  Score: Raw -7951693.693835 + Penalty 3633.493824 = -7948060.200010
  nChanged 4508
		SP:Iteration 8F (8570.720000 sec): 3 clusters
  Score: Raw -7954584.498628 + Penalty 3633.493824 = -7950951.004803
  nChanged 3922
		SP:Iteration 9F (8571.220000 sec): 3 clusters
  Score: Raw -7957306.115131 + Penalty 3633.493824 = -7953672.621306
  nChanged 3232
		SP:Iteration 10Q (8571.720000 sec): 3 clusters
  Score: Raw -7959720.004359 + Penalty 3633.493824 = -7956086.510535
  nChanged 2695
		SP:Iteration 11Q (8572.220000 sec): 3 clusters
  Score: Raw -7961615.086391 + Penalty 3633.493824 = -7957981.592567
  nChanged 2112
		SP:Iteration 12Q (8572.710000 sec): 3 clusters
  Score: Raw -7962733.607337 + Penalty 3633.493824 = -7959100.113513
  nChanged 1457
		SP:Iteration 13Q (8573.210000 sec): 3 clusters
  Score: Raw -7963346.187286 + Penalty 3633.493824 = -7959712.693462
  nChanged 1141
		SP:Iteration 14Q (8573.690000 sec): 3 clusters
  Score: Raw -7963764.001252 + Penalty 3633.493824 = -7960130.507428
  nChanged 1023
		SP:Iteration 15Q (8574.210000 sec): 3 clusters
  Score: Raw -7964125.273930 + Penalty 3633.493824 = -7960491.780105
  nChanged 929
		SP:Iteration 16Q (8574.700000 sec): 3 clusters
  Score: Raw -7964438.646433 + Penalty 3633.493824 = -7960805.152608
  nChanged 873
		SP:Iteration 17Q (8575.180000 sec): 3 clusters
  Score: Raw -7964722.308531 + Penalty 3633.493824 = -7961088.814706
  nChanged 821
		SP:Iteration 18Q (8575.670000 sec): 3 clusters
  Score: Raw -7964976.463901 + Penalty 3633.493824 = -7961342.970077
  nChanged 776
		SP:Iteration 19Q (8576.170000 sec): 3 clusters
  Score: Raw -7965216.866497 + Penalty 3633.493824 = -7961583.372673
  nChanged 742
		SP:Iteration 20F (8576.650000 sec): 3 clusters
  Score: Raw -7965452.836577 + Penalty 3633.493824 = -7961819.342752
  nChanged 733
		SP:Iteration 21Q (8577.100000 sec): 3 clusters
  Score: Raw -7965668.780660 + Penalty 3633.493824 = -7962035.286836
  nChanged 659
		SP:Iteration 22Q (8577.520000 sec): 3 clusters
  Score: Raw -7965852.222493 + Penalty 3633.493824 = -7962218.728668
  nChanged 591
		SP:Iteration 23Q (8577.980000 sec): 3 clusters
  Score: Raw -7966007.309783 + Penalty 3633.493824 = -7962373.815959
  nChanged 556
		SP:Iteration 24Q (8578.440000 sec): 3 clusters
  Score: Raw -7966154.305753 + Penalty 3633.493824 = -7962520.811929
  nChanged 501
		SP:Iteration 25Q (8578.940000 sec): 3 clusters
  Score: Raw -7966275.542862 + Penalty 3633.493824 = -7962642.049038
  nChanged 473
		SP:Iteration 26Q (8579.380000 sec): 3 clusters
  Score: Raw -7966379.620694 + Penalty 3633.493824 = -7962746.126869
  nChanged 391
		SP:Iteration 27Q (8579.920000 sec): 3 clusters
  Score: Raw -7966462.145715 + Penalty 3633.493824 = -7962828.651891
  nChanged 402
		SP:Iteration 28Q (8580.400000 sec): 3 clusters
  Score: Raw -7966553.994512 + Penalty 3633.493824 = -7962920.500687
  nChanged 401
		SP:Iteration 29Q (8580.840000 sec): 3 clusters
  Score: Raw -7966640.309064 + Penalty 3633.493824 = -7963006.815239
  nChanged 355
		SP:Iteration 30Q (8581.320000 sec): 3 clusters
  Score: Raw -7966714.280421 + Penalty 3633.493824 = -7963080.786596
  nChanged 342
		SP:Iteration 31Q (8581.820000 sec): 3 clusters
  Score: Raw -7966778.443411 + Penalty 3633.493824 = -7963144.949586
  nChanged 313
		SP:Iteration 32Q (8582.320000 sec): 3 clusters
  Score: Raw -7966828.647958 + Penalty 3633.493824 = -7963195.154134
  nChanged 277
		SP:Iteration 33Q (8582.870000 sec): 3 clusters
  Score: Raw -7966874.959703 + Penalty 3633.493824 = -7963241.465879
  nChanged 269
		SP:Iteration 34Q (8583.410000 sec): 3 clusters
  Score: Raw -7966919.033569 + Penalty 3633.493824 = -7963285.539744
  nChanged 253
		SP:Iteration 35Q (8583.930000 sec): 3 clusters
  Score: Raw -7966957.513689 + Penalty 3633.493824 = -7963324.019864
  nChanged 242
		SP:Iteration 36Q (8584.490000 sec): 3 clusters
  Score: Raw -7966995.257022 + Penalty 3633.493824 = -7963361.763197
  nChanged 230
		SP:Iteration 37Q (8584.990000 sec): 3 clusters
  Score: Raw -7967033.003837 + Penalty 3633.493824 = -7963399.510013
  nChanged 223
		SP:Iteration 38Q (8585.500000 sec): 3 clusters
  Score: Raw -7967067.362800 + Penalty 3633.493824 = -7963433.868976
  nChanged 230
		SP:Iteration 39Q (8586.030000 sec): 3 clusters
  Score: Raw -7967101.636014 + Penalty 3633.493824 = -7963468.142189
  nChanged 224
		SP:Iteration 40F (8586.510000 sec): 3 clusters
  Score: Raw -7967136.134405 + Penalty 3633.493824 = -7963502.640580
  nChanged 222
		SP:Iteration 41Q (8587.000000 sec): 3 clusters
  Score: Raw -7967174.258055 + Penalty 3633.493824 = -7963540.764231
  nChanged 235
		SP:Iteration 42Q (8587.480000 sec): 3 clusters
  Score: Raw -7967213.844553 + Penalty 3633.493824 = -7963580.350729
  nChanged 237
		SP:Iteration 43Q (8587.920000 sec): 3 clusters
  Score: Raw -7967256.886706 + Penalty 3633.493824 = -7963623.392882
  nChanged 222
		SP:Iteration 44Q (8588.360000 sec): 3 clusters
  Score: Raw -7967296.755018 + Penalty 3633.493824 = -7963663.261194
  nChanged 213
		SP:Iteration 45Q (8588.860000 sec): 3 clusters
  Score: Raw -7967336.434401 + Penalty 3633.493824 = -7963702.940577
  nChanged 217
		SP:Iteration 46Q (8589.370000 sec): 3 clusters
  Score: Raw -7967377.578115 + Penalty 3633.493824 = -7963744.084291
  nChanged 210
		SP:Iteration 47Q (8589.880000 sec): 3 clusters
  Score: Raw -7967414.514036 + Penalty 3633.493824 = -7963781.020211
  nChanged 194
		SP:Iteration 48Q (8590.340000 sec): 3 clusters
  Score: Raw -7967450.154232 + Penalty 3633.493824 = -7963816.660407
  nChanged 186
		SP:Iteration 49Q (8590.840000 sec): 3 clusters
  Score: Raw -7967484.000663 + Penalty 3633.493824 = -7963850.506838
  nChanged 178
		SP:Iteration 50Q (8591.350000 sec): 3 clusters
  Score: Raw -7967513.849849 + Penalty 3633.493824 = -7963880.356024
  nChanged 161
		SP:Iteration 51Q (8591.830000 sec): 3 clusters
  Score: Raw -7967539.410332 + Penalty 3633.493824 = -7963905.916508
  nChanged 165
		SP:Iteration 52Q (8592.310000 sec): 3 clusters
  Score: Raw -7967568.243190 + Penalty 3633.493824 = -7963934.749365
  nChanged 165
		SP:Iteration 53Q (8592.850000 sec): 3 clusters
  Score: Raw -7967600.556852 + Penalty 3633.493824 = -7963967.063028
  nChanged 179
		SP:Iteration 54Q (8593.410000 sec): 3 clusters
  Score: Raw -7967640.149584 + Penalty 3633.493824 = -7964006.655760
  nChanged 177
		SP:Iteration 55Q (8593.940000 sec): 3 clusters
  Score: Raw -7967682.691350 + Penalty 3633.493824 = -7964049.197525
  nChanged 181
		SP:Iteration 56Q (8594.410000 sec): 3 clusters
  Score: Raw -7967728.249287 + Penalty 3633.493824 = -7964094.755462
  nChanged 179
		SP:Iteration 57Q (8595.000000 sec): 3 clusters
  Score: Raw -7967771.821717 + Penalty 3633.493824 = -7964138.327892
  nChanged 170
		SP:Iteration 58Q (8595.520000 sec): 3 clusters
  Score: Raw -7967811.096148 + Penalty 3633.493824 = -7964177.602324
  nChanged 168
		SP:Iteration 59Q (8596.020000 sec): 3 clusters
  Score: Raw -7967848.423628 + Penalty 3633.493824 = -7964214.929803
  nChanged 154
		SP:Iteration 60F (8596.540000 sec): 3 clusters
  Score: Raw -7967883.733699 + Penalty 3633.493824 = -7964250.239874
  nChanged 142
		SP:Iteration 61Q (8597.010000 sec): 3 clusters
  Score: Raw -7967915.279769 + Penalty 3633.493824 = -7964281.785945
  nChanged 115
		SP:Iteration 62Q (8597.490000 sec): 3 clusters
  Score: Raw -7967939.235251 + Penalty 3633.493824 = -7964305.741426
  nChanged 118
		SP:Iteration 63Q (8598.010000 sec): 3 clusters
  Score: Raw -7967964.927661 + Penalty 3633.493824 = -7964331.433836
  nChanged 105
		SP:Iteration 64Q (8598.550000 sec): 3 clusters
  Score: Raw -7967987.247152 + Penalty 3633.493824 = -7964353.753327
  nChanged 102
		SP:Iteration 65Q (8599.070000 sec): 3 clusters
  Score: Raw -7968008.197892 + Penalty 3633.493824 = -7964374.704068
  nChanged 101
		SP:Iteration 66Q (8599.610000 sec): 3 clusters
  Score: Raw -7968029.859578 + Penalty 3633.493824 = -7964396.365753
  nChanged 83
		SP:Iteration 67Q (8600.150000 sec): 3 clusters
  Score: Raw -7968047.363221 + Penalty 3633.493824 = -7964413.869397
  nChanged 84
		SP:Iteration 68Q (8600.680000 sec): 3 clusters
  Score: Raw -7968064.271279 + Penalty 3633.493824 = -7964430.777454
  nChanged 76
		SP:Iteration 69Q (8601.220000 sec): 3 clusters
  Score: Raw -7968079.559532 + Penalty 3633.493824 = -7964446.065707
  nChanged 61
		SP:Iteration 70Q (8601.780000 sec): 3 clusters
  Score: Raw -7968091.576617 + Penalty 3633.493824 = -7964458.082793
  nChanged 69
		SP:Iteration 71Q (8602.250000 sec): 3 clusters
  Score: Raw -7968105.533136 + Penalty 3633.493824 = -7964472.039311
  nChanged 56
		SP:Iteration 72Q (8602.750000 sec): 3 clusters
  Score: Raw -7968117.790430 + Penalty 3633.493824 = -7964484.296606
  nChanged 65
		SP:Iteration 73Q (8603.270000 sec): 3 clusters
  Score: Raw -7968131.530631 + Penalty 3633.493824 = -7964498.036806
  nChanged 48
		SP:Iteration 74Q (8603.790000 sec): 3 clusters
  Score: Raw -7968141.737871 + Penalty 3633.493824 = -7964508.244046
  nChanged 55
		SP:Iteration 75Q (8604.300000 sec): 3 clusters
  Score: Raw -7968153.591506 + Penalty 3633.493824 = -7964520.097682
  nChanged 58
		SP:Iteration 76Q (8604.770000 sec): 3 clusters
  Score: Raw -7968166.506478 + Penalty 3633.493824 = -7964533.012654
  nChanged 50
		SP:Iteration 77Q (8605.340000 sec): 3 clusters
  Score: Raw -7968177.905563 + Penalty 3633.493824 = -7964544.411738
  nChanged 56
		SP:Iteration 78Q (8605.900000 sec): 3 clusters
  Score: Raw -7968190.596843 + Penalty 3633.493824 = -7964557.103018
  nChanged 47
		SP:Iteration 79Q (8606.410000 sec): 3 clusters
  Score: Raw -7968200.174764 + Penalty 3633.493824 = -7964566.680940
  nChanged 42
		SP:Iteration 80F (8606.920000 sec): 3 clusters
  Score: Raw -7968207.742514 + Penalty 3633.493824 = -7964574.248690
  nChanged 41
		SP:Iteration 81Q (8607.400000 sec): 3 clusters
  Score: Raw -7968214.994349 + Penalty 3633.493824 = -7964581.500525
  nChanged 33
		SP:Iteration 82Q (8607.850000 sec): 3 clusters
  Score: Raw -7968222.458502 + Penalty 3633.493824 = -7964588.964677
  nChanged 33
		SP:Iteration 83Q (8608.320000 sec): 3 clusters
  Score: Raw -7968229.549800 + Penalty 3633.493824 = -7964596.055976
  nChanged 30
		SP:Iteration 84Q (8608.850000 sec): 3 clusters
  Score: Raw -7968235.935175 + Penalty 3633.493824 = -7964602.441350
  nChanged 40
		SP:Iteration 85Q (8609.310000 sec): 3 clusters
  Score: Raw -7968243.123596 + Penalty 3633.493824 = -7964609.629772
  nChanged 29
		SP:Iteration 86Q (8609.740000 sec): 3 clusters
  Score: Raw -7968249.498292 + Penalty 3633.493824 = -7964616.004468
  nChanged 33
		SP:Iteration 87Q (8610.200000 sec): 3 clusters
  Score: Raw -7968255.986063 + Penalty 3633.493824 = -7964622.492239
  nChanged 19
		SP:Iteration 88Q (8610.640000 sec): 3 clusters
  Score: Raw -7968260.328390 + Penalty 3633.493824 = -7964626.834565
  nChanged 26
		SP:Iteration 89Q (8611.100000 sec): 3 clusters
  Score: Raw -7968265.234749 + Penalty 3633.493824 = -7964631.740925
  nChanged 25
		SP:Iteration 90Q (8611.540000 sec): 3 clusters
  Score: Raw -7968269.335744 + Penalty 3633.493824 = -7964635.841919
  nChanged 18
		SP:Iteration 91Q (8612.030000 sec): 3 clusters
  Score: Raw -7968272.911766 + Penalty 3633.493824 = -7964639.417942
  nChanged 16
		SP:Iteration 92Q (8612.500000 sec): 3 clusters
  Score: Raw -7968276.231559 + Penalty 3633.493824 = -7964642.737734
  nChanged 14
		SP:Iteration 93Q (8612.950000 sec): 3 clusters
  Score: Raw -7968279.110351 + Penalty 3633.493824 = -7964645.616527
  nChanged 9
		SP:Iteration 94Q (8613.410000 sec): 3 clusters
  Score: Raw -7968280.768094 + Penalty 3633.493824 = -7964647.274269
  nChanged 11
		SP:Iteration 95Q (8613.940000 sec): 3 clusters
  Score: Raw -7968282.896049 + Penalty 3633.493824 = -7964649.402224
  nChanged 8
		SP:Iteration 96Q (8614.440000 sec): 3 clusters
  Score: Raw -7968284.333910 + Penalty 3633.493824 = -7964650.840085
  nChanged 9
		SP:Iteration 97Q (8614.870000 sec): 3 clusters
  Score: Raw -7968285.343024 + Penalty 3633.493824 = -7964651.849200
  nChanged 7
		SP:Iteration 98Q (8615.300000 sec): 3 clusters
  Score: Raw -7968286.162714 + Penalty 3633.493824 = -7964652.668889
  nChanged 3
		SP:Iteration 99Q (8615.810000 sec): 3 clusters
  Score: Raw -7968286.623693 + Penalty 3633.493824 = -7964653.129868
  nChanged 4
		SP:Iteration 100F (8616.380000 sec): 3 clusters
  Score: Raw -7968287.175096 + Penalty 3633.493824 = -7964653.681272
  nChanged 5
		SP:Iteration 101Q (8616.890000 sec): 3 clusters
  Score: Raw -7968288.036096 + Penalty 3633.493824 = -7964654.542272
  nChanged 4
		SP:Iteration 102Q (8617.360000 sec): 3 clusters
  Score: Raw -7968288.330138 + Penalty 3633.493824 = -7964654.836314
  nChanged 0
		SP:Iteration 103F (8617.880000 sec): 3 clusters
  Score: Raw -7968288.330138 + Penalty 3633.493824 = -7964654.836314
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (8799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8618.080000 sec): 2 clusters
  Score: Raw -996548.920515 + Penalty 1475.888921 = -995073.031594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8618.280000 sec): 3 clusters
  Score: Raw -991635.370600 + Penalty 2951.777841 = -988683.592759
  nChanged 3778
		SP:Iteration 1F (8618.550000 sec): 3 clusters
  Score: Raw -993611.995494 + Penalty 2951.777841 = -990660.217653
  nChanged 556
		SP:Iteration 2F (8618.820000 sec): 3 clusters
  Score: Raw -993852.958270 + Penalty 2951.777841 = -990901.180429
  nChanged 433
		SP:Iteration 3Q (8619.090000 sec): 3 clusters
  Score: Raw -994021.340017 + Penalty 2951.777841 = -991069.562176
  nChanged 358
		SP:Iteration 4Q (8619.320000 sec): 3 clusters
  Score: Raw -994169.016416 + Penalty 2951.777841 = -991217.238575
  nChanged 361
		SP:Iteration 5Q (8619.590000 sec): 3 clusters
  Score: Raw -994331.242600 + Penalty 2951.777841 = -991379.464759
  nChanged 343
		SP:Iteration 6Q (8619.850000 sec): 3 clusters
  Score: Raw -994502.665287 + Penalty 2951.777841 = -991550.887445
  nChanged 369
		SP:Iteration 7Q (8620.120000 sec): 3 clusters
  Score: Raw -994716.756448 + Penalty 2951.777841 = -991764.978607
  nChanged 405
		SP:Iteration 8Q (8620.400000 sec): 3 clusters
  Score: Raw -994963.504080 + Penalty 2951.777841 = -992011.726239
  nChanged 454
		SP:Iteration 9F (8620.670000 sec): 3 clusters
  Score: Raw -995275.665018 + Penalty 2951.777841 = -992323.887176
  nChanged 452
		SP:Iteration 10F (8620.950000 sec): 3 clusters
  Score: Raw -995605.000182 + Penalty 2951.777841 = -992653.222340
  nChanged 425
		SP:Iteration 11Q (8621.220000 sec): 3 clusters
  Score: Raw -995914.652934 + Penalty 2951.777841 = -992962.875093
  nChanged 367
		SP:Iteration 12Q (8621.430000 sec): 3 clusters
  Score: Raw -996155.189099 + Penalty 2951.777841 = -993203.411258
  nChanged 279
		SP:Iteration 13Q (8621.670000 sec): 3 clusters
  Score: Raw -996326.718775 + Penalty 2951.777841 = -993374.940934
  nChanged 215
		SP:Iteration 14Q (8621.950000 sec): 3 clusters
  Score: Raw -996441.066731 + Penalty 2951.777841 = -993489.288889
  nChanged 146
		SP:Iteration 15Q (8622.200000 sec): 3 clusters
  Score: Raw -996510.272264 + Penalty 2951.777841 = -993558.494423
  nChanged 111
		SP:Iteration 16Q (8622.480000 sec): 3 clusters
  Score: Raw -996565.403841 + Penalty 2951.777841 = -993613.626000
  nChanged 106
		SP:Iteration 17Q (8622.740000 sec): 3 clusters
  Score: Raw -996620.404338 + Penalty 2951.777841 = -993668.626497
  nChanged 88
		SP:Iteration 18Q (8622.970000 sec): 3 clusters
  Score: Raw -996655.812695 + Penalty 2951.777841 = -993704.034854
  nChanged 54
		SP:Iteration 19Q (8623.210000 sec): 3 clusters
  Score: Raw -996673.152803 + Penalty 2951.777841 = -993721.374962
  nChanged 40
		SP:Iteration 20F (8623.450000 sec): 3 clusters
  Score: Raw -996684.318489 + Penalty 2951.777841 = -993732.540648
  nChanged 36
		SP:Iteration 21Q (8623.650000 sec): 3 clusters
  Score: Raw -996695.507243 + Penalty 2951.777841 = -993743.729402
  nChanged 39
		SP:Iteration 22Q (8623.880000 sec): 3 clusters
  Score: Raw -996708.016051 + Penalty 2951.777841 = -993756.238209
  nChanged 40
		SP:Iteration 23Q (8624.080000 sec): 3 clusters
  Score: Raw -996721.476109 + Penalty 2951.777841 = -993769.698268
  nChanged 34
		SP:Iteration 24Q (8624.300000 sec): 3 clusters
  Score: Raw -996736.130876 + Penalty 2951.777841 = -993784.353035
  nChanged 38
		SP:Iteration 25Q (8624.550000 sec): 3 clusters
  Score: Raw -996751.687318 + Penalty 2951.777841 = -993799.909477
  nChanged 40
		SP:Iteration 26Q (8624.750000 sec): 3 clusters
  Score: Raw -996766.682737 + Penalty 2951.777841 = -993814.904895
  nChanged 49
		SP:Iteration 27Q (8625.040000 sec): 3 clusters
  Score: Raw -996784.850934 + Penalty 2951.777841 = -993833.073093
  nChanged 41
		SP:Iteration 28Q (8625.230000 sec): 3 clusters
  Score: Raw -996797.298147 + Penalty 2951.777841 = -993845.520305
  nChanged 27
		SP:Iteration 29Q (8625.510000 sec): 3 clusters
  Score: Raw -996805.193058 + Penalty 2951.777841 = -993853.415216
  nChanged 28
		SP:Iteration 30Q (8625.820000 sec): 3 clusters
  Score: Raw -996812.251615 + Penalty 2951.777841 = -993860.473774
  nChanged 17
		SP:Iteration 31Q (8626.010000 sec): 3 clusters
  Score: Raw -996816.635468 + Penalty 2951.777841 = -993864.857626
  nChanged 15
		SP:Iteration 32Q (8626.220000 sec): 3 clusters
  Score: Raw -996821.814353 + Penalty 2951.777841 = -993870.036512
  nChanged 15
		SP:Iteration 33Q (8626.420000 sec): 3 clusters
  Score: Raw -996825.881809 + Penalty 2951.777841 = -993874.103968
  nChanged 18
		SP:Iteration 34Q (8626.650000 sec): 3 clusters
  Score: Raw -996831.503074 + Penalty 2951.777841 = -993879.725233
  nChanged 21
		SP:Iteration 35Q (8626.890000 sec): 3 clusters
  Score: Raw -996836.493866 + Penalty 2951.777841 = -993884.716024
  nChanged 11
		SP:Iteration 36Q (8627.130000 sec): 3 clusters
  Score: Raw -996839.106565 + Penalty 2951.777841 = -993887.328723
  nChanged 9
		SP:Iteration 37Q (8627.370000 sec): 3 clusters
  Score: Raw -996841.476692 + Penalty 2951.777841 = -993889.698851
  nChanged 4
		SP:Iteration 38Q (8627.580000 sec): 3 clusters
  Score: Raw -996842.871226 + Penalty 2951.777841 = -993891.093385
  nChanged 6
		SP:Iteration 39Q (8627.810000 sec): 3 clusters
  Score: Raw -996844.269107 + Penalty 2951.777841 = -993892.491266
  nChanged 5
		SP:Iteration 40F (8628.040000 sec): 3 clusters
  Score: Raw -996845.678625 + Penalty 2951.777841 = -993893.900784
  nChanged 5
		SP:Iteration 41Q (8628.290000 sec): 3 clusters
  Score: Raw -996847.060105 + Penalty 2951.777841 = -993895.282264
  nChanged 3
		SP:Iteration 42Q (8628.550000 sec): 3 clusters
  Score: Raw -996847.845984 + Penalty 2951.777841 = -993896.068142
  nChanged 2
		SP:Iteration 43Q (8628.750000 sec): 3 clusters
  Score: Raw -996848.089685 + Penalty 2951.777841 = -993896.311844
  nChanged 3
		SP:Iteration 44Q (8629.010000 sec): 3 clusters
  Score: Raw -996848.702603 + Penalty 2951.777841 = -993896.924762
  nChanged 5
		SP:Iteration 45Q (8629.190000 sec): 3 clusters
  Score: Raw -996849.708844 + Penalty 2951.777841 = -993897.931003
  nChanged 4
		SP:Iteration 46Q (8629.430000 sec): 3 clusters
  Score: Raw -996850.080409 + Penalty 2951.777841 = -993898.302568
  nChanged 3
		SP:Iteration 47Q (8629.660000 sec): 3 clusters
  Score: Raw -996850.657564 + Penalty 2951.777841 = -993898.879723
  nChanged 3
		SP:Iteration 48Q (8629.890000 sec): 3 clusters
  Score: Raw -996851.894206 + Penalty 2951.777841 = -993900.116365
  nChanged 3
		SP:Iteration 49Q (8630.150000 sec): 3 clusters
  Score: Raw -996852.657691 + Penalty 2951.777841 = -993900.879850
  nChanged 2
		SP:Iteration 50Q (8630.380000 sec): 3 clusters
  Score: Raw -996852.891500 + Penalty 2951.777841 = -993901.113659
  nChanged 0
		SP:Iteration 51F (8630.630000 sec): 3 clusters
  Score: Raw -996852.891500 + Penalty 2951.777841 = -993901.113659
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (19650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8630.860000 sec): 2 clusters
  Score: Raw -2105734.058837 + Penalty 1606.447800 = -2104127.611037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8631.190000 sec): 3 clusters
  Score: Raw -2093823.769512 + Penalty 3212.895601 = -2090610.873911
  nChanged 8932
		SP:Iteration 1F (8631.510000 sec): 3 clusters
  Score: Raw -2099323.077458 + Penalty 3212.895601 = -2096110.181858
  nChanged 1313
		SP:Iteration 2F (8631.780000 sec): 3 clusters
  Score: Raw -2100221.860403 + Penalty 3212.895601 = -2097008.964803
  nChanged 1484
		SP:Iteration 3F (8632.060000 sec): 3 clusters
  Score: Raw -2101413.061403 + Penalty 3212.895601 = -2098200.165802
  nChanged 1517
		SP:Iteration 4F (8632.410000 sec): 3 clusters
  Score: Raw -2102679.814551 + Penalty 3212.895601 = -2099466.918950
  nChanged 1407
		SP:Iteration 5F (8632.720000 sec): 3 clusters
  Score: Raw -2103769.182807 + Penalty 3212.895601 = -2100556.287206
  nChanged 1090
		SP:Iteration 6F (8633.090000 sec): 3 clusters
  Score: Raw -2104445.711132 + Penalty 3212.895601 = -2101232.815532
  nChanged 780
		SP:Iteration 7Q (8633.420000 sec): 3 clusters
  Score: Raw -2104873.218661 + Penalty 3212.895601 = -2101660.323060
  nChanged 572
		SP:Iteration 8Q (8633.720000 sec): 3 clusters
  Score: Raw -2105161.194501 + Penalty 3212.895601 = -2101948.298900
  nChanged 455
		SP:Iteration 9Q (8634.070000 sec): 3 clusters
  Score: Raw -2105377.976104 + Penalty 3212.895601 = -2102165.080503
  nChanged 356
		SP:Iteration 10Q (8634.390000 sec): 3 clusters
  Score: Raw -2105524.171822 + Penalty 3212.895601 = -2102311.276221
  nChanged 304
		SP:Iteration 11Q (8634.710000 sec): 3 clusters
  Score: Raw -2105639.712202 + Penalty 3212.895601 = -2102426.816601
  nChanged 264
		SP:Iteration 12Q (8634.920000 sec): 3 clusters
  Score: Raw -2105730.010751 + Penalty 3212.895601 = -2102517.115150
  nChanged 218
		SP:Iteration 13Q (8635.250000 sec): 3 clusters
  Score: Raw -2105799.296869 + Penalty 3212.895601 = -2102586.401269
  nChanged 198
		SP:Iteration 14Q (8635.560000 sec): 3 clusters
  Score: Raw -2105856.131088 + Penalty 3212.895601 = -2102643.235487
  nChanged 179
		SP:Iteration 15Q (8635.790000 sec): 3 clusters
  Score: Raw -2105905.780212 + Penalty 3212.895601 = -2102692.884611
  nChanged 179
		SP:Iteration 16Q (8636.080000 sec): 3 clusters
  Score: Raw -2105959.672759 + Penalty 3212.895601 = -2102746.777158
  nChanged 186
		SP:Iteration 17Q (8636.340000 sec): 3 clusters
  Score: Raw -2106010.012902 + Penalty 3212.895601 = -2102797.117302
  nChanged 142
		SP:Iteration 18Q (8636.600000 sec): 3 clusters
  Score: Raw -2106039.457826 + Penalty 3212.895601 = -2102826.562226
  nChanged 99
		SP:Iteration 19Q (8636.890000 sec): 3 clusters
  Score: Raw -2106062.006838 + Penalty 3212.895601 = -2102849.111238
  nChanged 97
		SP:Iteration 20F (8637.110000 sec): 3 clusters
  Score: Raw -2106087.442607 + Penalty 3212.895601 = -2102874.547007
  nChanged 104
		SP:Iteration 21Q (8637.370000 sec): 3 clusters
  Score: Raw -2106110.906809 + Penalty 3212.895601 = -2102898.011208
  nChanged 96
		SP:Iteration 22Q (8637.670000 sec): 3 clusters
  Score: Raw -2106131.851847 + Penalty 3212.895601 = -2102918.956246
  nChanged 83
		SP:Iteration 23Q (8638.010000 sec): 3 clusters
  Score: Raw -2106148.975727 + Penalty 3212.895601 = -2102936.080126
  nChanged 69
		SP:Iteration 24Q (8638.300000 sec): 3 clusters
  Score: Raw -2106163.417761 + Penalty 3212.895601 = -2102950.522160
  nChanged 67
		SP:Iteration 25Q (8638.620000 sec): 3 clusters
  Score: Raw -2106177.280519 + Penalty 3212.895601 = -2102964.384919
  nChanged 61
		SP:Iteration 26Q (8638.880000 sec): 3 clusters
  Score: Raw -2106189.100749 + Penalty 3212.895601 = -2102976.205148
  nChanged 59
		SP:Iteration 27Q (8639.220000 sec): 3 clusters
  Score: Raw -2106202.627634 + Penalty 3212.895601 = -2102989.732034
  nChanged 60
		SP:Iteration 28Q (8639.490000 sec): 3 clusters
  Score: Raw -2106219.373356 + Penalty 3212.895601 = -2103006.477755
  nChanged 43
		SP:Iteration 29Q (8639.810000 sec): 3 clusters
  Score: Raw -2106228.516769 + Penalty 3212.895601 = -2103015.621168
  nChanged 38
		SP:Iteration 30Q (8640.050000 sec): 3 clusters
  Score: Raw -2106234.701409 + Penalty 3212.895601 = -2103021.805809
  nChanged 36
		SP:Iteration 31Q (8640.380000 sec): 3 clusters
  Score: Raw -2106241.043863 + Penalty 3212.895601 = -2103028.148263
  nChanged 29
		SP:Iteration 32Q (8640.700000 sec): 3 clusters
  Score: Raw -2106247.536472 + Penalty 3212.895601 = -2103034.640871
  nChanged 36
		SP:Iteration 33Q (8640.990000 sec): 3 clusters
  Score: Raw -2106253.886899 + Penalty 3212.895601 = -2103040.991298
  nChanged 33
		SP:Iteration 34Q (8641.290000 sec): 3 clusters
  Score: Raw -2106262.357520 + Penalty 3212.895601 = -2103049.461919
  nChanged 38
		SP:Iteration 35Q (8641.590000 sec): 3 clusters
  Score: Raw -2106271.850180 + Penalty 3212.895601 = -2103058.954580
  nChanged 42
		SP:Iteration 36Q (8641.880000 sec): 3 clusters
  Score: Raw -2106282.202309 + Penalty 3212.895601 = -2103069.306708
  nChanged 39
		SP:Iteration 37Q (8642.110000 sec): 3 clusters
  Score: Raw -2106295.720194 + Penalty 3212.895601 = -2103082.824594
  nChanged 55
		SP:Iteration 38Q (8642.390000 sec): 3 clusters
  Score: Raw -2106316.316587 + Penalty 3212.895601 = -2103103.420986
  nChanged 51
		SP:Iteration 39Q (8642.620000 sec): 3 clusters
  Score: Raw -2106331.349817 + Penalty 3212.895601 = -2103118.454216
  nChanged 42
		SP:Iteration 40F (8642.880000 sec): 3 clusters
  Score: Raw -2106342.397982 + Penalty 3212.895601 = -2103129.502381
  nChanged 31
		SP:Iteration 41Q (8643.110000 sec): 3 clusters
  Score: Raw -2106350.428644 + Penalty 3212.895601 = -2103137.533043
  nChanged 36
		SP:Iteration 42Q (8643.380000 sec): 3 clusters
  Score: Raw -2106362.057831 + Penalty 3212.895601 = -2103149.162231
  nChanged 40
		SP:Iteration 43Q (8643.710000 sec): 3 clusters
  Score: Raw -2106375.766722 + Penalty 3212.895601 = -2103162.871121
  nChanged 41
		SP:Iteration 44Q (8643.940000 sec): 3 clusters
  Score: Raw -2106390.659692 + Penalty 3212.895601 = -2103177.764091
  nChanged 44
		SP:Iteration 45Q (8644.270000 sec): 3 clusters
  Score: Raw -2106403.570215 + Penalty 3212.895601 = -2103190.674614
  nChanged 32
		SP:Iteration 46Q (8644.560000 sec): 3 clusters
  Score: Raw -2106411.986923 + Penalty 3212.895601 = -2103199.091322
  nChanged 27
		SP:Iteration 47Q (8644.830000 sec): 3 clusters
  Score: Raw -2106418.431784 + Penalty 3212.895601 = -2103205.536183
  nChanged 21
		SP:Iteration 48Q (8645.090000 sec): 3 clusters
  Score: Raw -2106423.776337 + Penalty 3212.895601 = -2103210.880737
  nChanged 16
		SP:Iteration 49Q (8645.390000 sec): 3 clusters
  Score: Raw -2106427.902544 + Penalty 3212.895601 = -2103215.006943
  nChanged 17
		SP:Iteration 50Q (8645.630000 sec): 3 clusters
  Score: Raw -2106431.203360 + Penalty 3212.895601 = -2103218.307760
  nChanged 19
		SP:Iteration 51Q (8645.990000 sec): 3 clusters
  Score: Raw -2106435.687276 + Penalty 3212.895601 = -2103222.791675
  nChanged 20
		SP:Iteration 52Q (8646.290000 sec): 3 clusters
  Score: Raw -2106440.373236 + Penalty 3212.895601 = -2103227.477636
  nChanged 16
		SP:Iteration 53Q (8646.590000 sec): 3 clusters
  Score: Raw -2106443.283742 + Penalty 3212.895601 = -2103230.388142
  nChanged 11
		SP:Iteration 54Q (8646.860000 sec): 3 clusters
  Score: Raw -2106445.569257 + Penalty 3212.895601 = -2103232.673656
  nChanged 13
		SP:Iteration 55Q (8647.090000 sec): 3 clusters
  Score: Raw -2106448.174336 + Penalty 3212.895601 = -2103235.278736
  nChanged 12
		SP:Iteration 56Q (8647.350000 sec): 3 clusters
  Score: Raw -2106452.013634 + Penalty 3212.895601 = -2103239.118033
  nChanged 10
		SP:Iteration 57Q (8647.650000 sec): 3 clusters
  Score: Raw -2106455.181697 + Penalty 3212.895601 = -2103242.286097
  nChanged 14
		SP:Iteration 58Q (8647.900000 sec): 3 clusters
  Score: Raw -2106463.505077 + Penalty 3212.895601 = -2103250.609476
  nChanged 24
		SP:Iteration 59Q (8648.180000 sec): 3 clusters
  Score: Raw -2106476.305379 + Penalty 3212.895601 = -2103263.409778
  nChanged 43
		SP:Iteration 60F (8648.420000 sec): 3 clusters
  Score: Raw -2106491.888005 + Penalty 3212.895601 = -2103278.992405
  nChanged 41
		SP:Iteration 61Q (8648.730000 sec): 3 clusters
  Score: Raw -2106504.854003 + Penalty 3212.895601 = -2103291.958402
  nChanged 22
		SP:Iteration 62Q (8648.970000 sec): 3 clusters
  Score: Raw -2106511.967521 + Penalty 3212.895601 = -2103299.071921
  nChanged 18
		SP:Iteration 63Q (8649.180000 sec): 3 clusters
  Score: Raw -2106517.179275 + Penalty 3212.895601 = -2103304.283675
  nChanged 19
		SP:Iteration 64Q (8649.480000 sec): 3 clusters
  Score: Raw -2106522.466866 + Penalty 3212.895601 = -2103309.571266
  nChanged 15
		SP:Iteration 65Q (8649.720000 sec): 3 clusters
  Score: Raw -2106526.283422 + Penalty 3212.895601 = -2103313.387821
  nChanged 14
		SP:Iteration 66Q (8650.040000 sec): 3 clusters
  Score: Raw -2106530.585559 + Penalty 3212.895601 = -2103317.689959
  nChanged 10
		SP:Iteration 67Q (8650.330000 sec): 3 clusters
  Score: Raw -2106534.493239 + Penalty 3212.895601 = -2103321.597638
  nChanged 15
		SP:Iteration 68Q (8650.560000 sec): 3 clusters
  Score: Raw -2106537.632548 + Penalty 3212.895601 = -2103324.736947
  nChanged 13
		SP:Iteration 69Q (8650.830000 sec): 3 clusters
  Score: Raw -2106540.327692 + Penalty 3212.895601 = -2103327.432091
  nChanged 8
		SP:Iteration 70Q (8651.160000 sec): 3 clusters
  Score: Raw -2106542.199375 + Penalty 3212.895601 = -2103329.303775
  nChanged 3
		SP:Iteration 71Q (8651.510000 sec): 3 clusters
  Score: Raw -2106542.936120 + Penalty 3212.895601 = -2103330.040519
  nChanged 5
		SP:Iteration 72Q (8651.830000 sec): 3 clusters
  Score: Raw -2106544.114269 + Penalty 3212.895601 = -2103331.218668
  nChanged 5
		SP:Iteration 73Q (8652.210000 sec): 3 clusters
  Score: Raw -2106545.486270 + Penalty 3212.895601 = -2103332.590669
  nChanged 10
		SP:Iteration 74Q (8652.440000 sec): 3 clusters
  Score: Raw -2106548.436211 + Penalty 3212.895601 = -2103335.540610
  nChanged 5
		SP:Iteration 75Q (8652.790000 sec): 3 clusters
  Score: Raw -2106550.277597 + Penalty 3212.895601 = -2103337.381996
  nChanged 8
		SP:Iteration 76Q (8653.070000 sec): 3 clusters
  Score: Raw -2106551.733847 + Penalty 3212.895601 = -2103338.838246
  nChanged 9
		SP:Iteration 77Q (8653.320000 sec): 3 clusters
  Score: Raw -2106553.577906 + Penalty 3212.895601 = -2103340.682305
  nChanged 6
		SP:Iteration 78Q (8653.620000 sec): 3 clusters
  Score: Raw -2106554.147585 + Penalty 3212.895601 = -2103341.251985
  nChanged 2
		SP:Iteration 79Q (8653.920000 sec): 3 clusters
  Score: Raw -2106554.428395 + Penalty 3212.895601 = -2103341.532795
  nChanged 0
		SP:Iteration 80F (8654.260000 sec): 3 clusters
  Score: Raw -2106554.428395 + Penalty 3212.895601 = -2103341.532795
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 31 (26387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8654.480000 sec): 2 clusters
  Score: Raw -3050662.479816 + Penalty 1654.351846 = -3049008.127970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8654.800000 sec): 3 clusters
  Score: Raw -3034413.048576 + Penalty 3308.703692 = -3031104.344884
  nChanged 12084
		SP:Iteration 1F (8655.100000 sec): 3 clusters
  Score: Raw -3041241.836408 + Penalty 3308.703692 = -3037933.132716
  nChanged 1199
		SP:Iteration 2Q (8655.430000 sec): 3 clusters
  Score: Raw -3041612.207189 + Penalty 3308.703692 = -3038303.503497
  nChanged 1062
		SP:Iteration 3Q (8655.780000 sec): 3 clusters
  Score: Raw -3041943.275824 + Penalty 3308.703692 = -3038634.572132
  nChanged 999
		SP:Iteration 4Q (8656.120000 sec): 3 clusters
  Score: Raw -3042293.993980 + Penalty 3308.703692 = -3038985.290288
  nChanged 997
		SP:Iteration 5Q (8656.420000 sec): 3 clusters
  Score: Raw -3042676.798106 + Penalty 3308.703692 = -3039368.094415
  nChanged 1051
		SP:Iteration 6Q (8656.780000 sec): 3 clusters
  Score: Raw -3043098.071238 + Penalty 3308.703692 = -3039789.367546
  nChanged 1136
		SP:Iteration 7Q (8657.060000 sec): 3 clusters
  Score: Raw -3043611.188870 + Penalty 3308.703692 = -3040302.485179
  nChanged 1200
		SP:Iteration 8Q (8657.400000 sec): 3 clusters
  Score: Raw -3044223.654217 + Penalty 3308.703692 = -3040914.950526
  nChanged 1257
		SP:Iteration 9Q (8657.780000 sec): 3 clusters
  Score: Raw -3044877.295506 + Penalty 3308.703692 = -3041568.591814
  nChanged 1276
		SP:Iteration 10Q (8658.160000 sec): 3 clusters
  Score: Raw -3045619.199890 + Penalty 3308.703692 = -3042310.496199
  nChanged 1286
		SP:Iteration 11Q (8658.470000 sec): 3 clusters
  Score: Raw -3046384.107816 + Penalty 3308.703692 = -3043075.404124
  nChanged 1158
		SP:Iteration 12Q (8658.860000 sec): 3 clusters
  Score: Raw -3047158.517054 + Penalty 3308.703692 = -3043849.813362
  nChanged 1068
		SP:Iteration 13Q (8659.270000 sec): 3 clusters
  Score: Raw -3047841.906005 + Penalty 3308.703692 = -3044533.202314
  nChanged 890
		SP:Iteration 14Q (8659.580000 sec): 3 clusters
  Score: Raw -3048392.458773 + Penalty 3308.703692 = -3045083.755081
  nChanged 704
		SP:Iteration 15Q (8659.890000 sec): 3 clusters
  Score: Raw -3048783.447095 + Penalty 3308.703692 = -3045474.743404
  nChanged 535
		SP:Iteration 16Q (8660.240000 sec): 3 clusters
  Score: Raw -3049041.187080 + Penalty 3308.703692 = -3045732.483388
  nChanged 429
		SP:Iteration 17Q (8660.590000 sec): 3 clusters
  Score: Raw -3049233.398171 + Penalty 3308.703692 = -3045924.694480
  nChanged 376
		SP:Iteration 18Q (8660.890000 sec): 3 clusters
  Score: Raw -3049376.738602 + Penalty 3308.703692 = -3046068.034911
  nChanged 313
		SP:Iteration 19Q (8661.240000 sec): 3 clusters
  Score: Raw -3049493.374244 + Penalty 3308.703692 = -3046184.670552
  nChanged 287
		SP:Iteration 20F (8661.520000 sec): 3 clusters
  Score: Raw -3049606.175739 + Penalty 3308.703692 = -3046297.472048
  nChanged 288
		SP:Iteration 21Q (8661.860000 sec): 3 clusters
  Score: Raw -3049723.433607 + Penalty 3308.703692 = -3046414.729915
  nChanged 280
		SP:Iteration 22Q (8662.170000 sec): 3 clusters
  Score: Raw -3049832.625235 + Penalty 3308.703692 = -3046523.921544
  nChanged 284
		SP:Iteration 23Q (8662.530000 sec): 3 clusters
  Score: Raw -3049945.136413 + Penalty 3308.703692 = -3046636.432721
  nChanged 259
		SP:Iteration 24Q (8662.840000 sec): 3 clusters
  Score: Raw -3050045.746723 + Penalty 3308.703692 = -3046737.043032
  nChanged 240
		SP:Iteration 25Q (8663.190000 sec): 3 clusters
  Score: Raw -3050132.622288 + Penalty 3308.703692 = -3046823.918597
  nChanged 224
		SP:Iteration 26Q (8663.560000 sec): 3 clusters
  Score: Raw -3050210.035973 + Penalty 3308.703692 = -3046901.332282
  nChanged 202
		SP:Iteration 27Q (8663.890000 sec): 3 clusters
  Score: Raw -3050284.867385 + Penalty 3308.703692 = -3046976.163693
  nChanged 186
		SP:Iteration 28Q (8664.180000 sec): 3 clusters
  Score: Raw -3050354.220559 + Penalty 3308.703692 = -3047045.516867
  nChanged 197
		SP:Iteration 29Q (8664.570000 sec): 3 clusters
  Score: Raw -3050421.191800 + Penalty 3308.703692 = -3047112.488109
  nChanged 170
		SP:Iteration 30Q (8664.900000 sec): 3 clusters
  Score: Raw -3050475.461028 + Penalty 3308.703692 = -3047166.757336
  nChanged 161
		SP:Iteration 31Q (8665.190000 sec): 3 clusters
  Score: Raw -3050531.648536 + Penalty 3308.703692 = -3047222.944844
  nChanged 145
		SP:Iteration 32Q (8665.520000 sec): 3 clusters
  Score: Raw -3050573.669944 + Penalty 3308.703692 = -3047264.966252
  nChanged 106
		SP:Iteration 33Q (8665.820000 sec): 3 clusters
  Score: Raw -3050605.024335 + Penalty 3308.703692 = -3047296.320644
  nChanged 104
		SP:Iteration 34Q (8666.150000 sec): 3 clusters
  Score: Raw -3050636.229905 + Penalty 3308.703692 = -3047327.526213
  nChanged 86
		SP:Iteration 35Q (8666.490000 sec): 3 clusters
  Score: Raw -3050658.495116 + Penalty 3308.703692 = -3047349.791424
  nChanged 85
		SP:Iteration 36Q (8666.740000 sec): 3 clusters
  Score: Raw -3050680.054455 + Penalty 3308.703692 = -3047371.350763
  nChanged 77
		SP:Iteration 37Q (8667.090000 sec): 3 clusters
  Score: Raw -3050698.768684 + Penalty 3308.703692 = -3047390.064992
  nChanged 75
		SP:Iteration 38Q (8667.350000 sec): 3 clusters
  Score: Raw -3050718.336258 + Penalty 3308.703692 = -3047409.632566
  nChanged 73
		SP:Iteration 39Q (8667.690000 sec): 3 clusters
  Score: Raw -3050738.505446 + Penalty 3308.703692 = -3047429.801755
  nChanged 66
		SP:Iteration 40F (8667.970000 sec): 3 clusters
  Score: Raw -3050756.544036 + Penalty 3308.703692 = -3047447.840344
  nChanged 59
		SP:Iteration 41Q (8668.290000 sec): 3 clusters
  Score: Raw -3050770.912727 + Penalty 3308.703692 = -3047462.209035
  nChanged 55
		SP:Iteration 42Q (8668.590000 sec): 3 clusters
  Score: Raw -3050784.444832 + Penalty 3308.703692 = -3047475.741140
  nChanged 56
		SP:Iteration 43Q (8668.840000 sec): 3 clusters
  Score: Raw -3050798.985994 + Penalty 3308.703692 = -3047490.282302
  nChanged 61
		SP:Iteration 44Q (8669.130000 sec): 3 clusters
  Score: Raw -3050816.564796 + Penalty 3308.703692 = -3047507.861104
  nChanged 45
		SP:Iteration 45Q (8669.430000 sec): 3 clusters
  Score: Raw -3050828.334036 + Penalty 3308.703692 = -3047519.630344
  nChanged 36
		SP:Iteration 46Q (8669.730000 sec): 3 clusters
  Score: Raw -3050838.687839 + Penalty 3308.703692 = -3047529.984148
  nChanged 26
		SP:Iteration 47Q (8669.940000 sec): 3 clusters
  Score: Raw -3050845.268028 + Penalty 3308.703692 = -3047536.564336
  nChanged 32
		SP:Iteration 48Q (8670.250000 sec): 3 clusters
  Score: Raw -3050853.646101 + Penalty 3308.703692 = -3047544.942409
  nChanged 33
		SP:Iteration 49Q (8670.510000 sec): 3 clusters
  Score: Raw -3050862.620092 + Penalty 3308.703692 = -3047553.916400
  nChanged 38
		SP:Iteration 50Q (8670.900000 sec): 3 clusters
  Score: Raw -3050873.110644 + Penalty 3308.703692 = -3047564.406952
  nChanged 28
		SP:Iteration 51Q (8671.180000 sec): 3 clusters
  Score: Raw -3050880.405989 + Penalty 3308.703692 = -3047571.702297
  nChanged 19
		SP:Iteration 52Q (8671.490000 sec): 3 clusters
  Score: Raw -3050885.976161 + Penalty 3308.703692 = -3047577.272469
  nChanged 26
		SP:Iteration 53Q (8671.810000 sec): 3 clusters
  Score: Raw -3050892.654699 + Penalty 3308.703692 = -3047583.951008
  nChanged 30
		SP:Iteration 54Q (8672.110000 sec): 3 clusters
  Score: Raw -3050901.443692 + Penalty 3308.703692 = -3047592.740000
  nChanged 25
		SP:Iteration 55Q (8672.390000 sec): 3 clusters
  Score: Raw -3050907.337857 + Penalty 3308.703692 = -3047598.634165
  nChanged 21
		SP:Iteration 56Q (8672.720000 sec): 3 clusters
  Score: Raw -3050912.922100 + Penalty 3308.703692 = -3047604.218408
  nChanged 23
		SP:Iteration 57Q (8673.030000 sec): 3 clusters
  Score: Raw -3050918.350270 + Penalty 3308.703692 = -3047609.646579
  nChanged 21
		SP:Iteration 58Q (8673.300000 sec): 3 clusters
  Score: Raw -3050923.257566 + Penalty 3308.703692 = -3047614.553874
  nChanged 19
		SP:Iteration 59Q (8673.570000 sec): 3 clusters
  Score: Raw -3050927.572472 + Penalty 3308.703692 = -3047618.868781
  nChanged 17
		SP:Iteration 60F (8673.860000 sec): 3 clusters
  Score: Raw -3050932.081274 + Penalty 3308.703692 = -3047623.377582
  nChanged 21
		SP:Iteration 61Q (8674.190000 sec): 3 clusters
  Score: Raw -3050936.813896 + Penalty 3308.703692 = -3047628.110205
  nChanged 13
		SP:Iteration 62Q (8674.530000 sec): 3 clusters
  Score: Raw -3050939.966986 + Penalty 3308.703692 = -3047631.263294
  nChanged 18
		SP:Iteration 63Q (8674.810000 sec): 3 clusters
  Score: Raw -3050945.797651 + Penalty 3308.703692 = -3047637.093959
  nChanged 15
		SP:Iteration 64Q (8675.180000 sec): 3 clusters
  Score: Raw -3050950.634316 + Penalty 3308.703692 = -3047641.930624
  nChanged 21
		SP:Iteration 65Q (8675.460000 sec): 3 clusters
  Score: Raw -3050958.821577 + Penalty 3308.703692 = -3047650.117885
  nChanged 35
		SP:Iteration 66Q (8675.740000 sec): 3 clusters
  Score: Raw -3050970.390166 + Penalty 3308.703692 = -3047661.686474
  nChanged 26
		SP:Iteration 67Q (8676.040000 sec): 3 clusters
  Score: Raw -3050977.445872 + Penalty 3308.703692 = -3047668.742180
  nChanged 22
		SP:Iteration 68Q (8676.340000 sec): 3 clusters
  Score: Raw -3050984.353830 + Penalty 3308.703692 = -3047675.650138
  nChanged 18
		SP:Iteration 69Q (8676.660000 sec): 3 clusters
  Score: Raw -3050989.204885 + Penalty 3308.703692 = -3047680.501193
  nChanged 13
		SP:Iteration 70Q (8676.960000 sec): 3 clusters
  Score: Raw -3050992.824152 + Penalty 3308.703692 = -3047684.120460
  nChanged 12
		SP:Iteration 71Q (8677.270000 sec): 3 clusters
  Score: Raw -3050995.112122 + Penalty 3308.703692 = -3047686.408430
  nChanged 8
		SP:Iteration 72Q (8677.590000 sec): 3 clusters
  Score: Raw -3050996.686292 + Penalty 3308.703692 = -3047687.982600
  nChanged 3
		SP:Iteration 73Q (8677.900000 sec): 3 clusters
  Score: Raw -3050997.158757 + Penalty 3308.703692 = -3047688.455066
  nChanged 5
		SP:Iteration 74Q (8678.210000 sec): 3 clusters
  Score: Raw -3050998.478504 + Penalty 3308.703692 = -3047689.774812
  nChanged 5
		SP:Iteration 75Q (8678.560000 sec): 3 clusters
  Score: Raw -3050999.893810 + Penalty 3308.703692 = -3047691.190119
  nChanged 12
		SP:Iteration 76Q (8678.830000 sec): 3 clusters
  Score: Raw -3051003.673750 + Penalty 3308.703692 = -3047694.970059
  nChanged 13
		SP:Iteration 77Q (8679.120000 sec): 3 clusters
  Score: Raw -3051007.363218 + Penalty 3308.703692 = -3047698.659526
  nChanged 8
		SP:Iteration 78Q (8679.400000 sec): 3 clusters
  Score: Raw -3051009.519358 + Penalty 3308.703692 = -3047700.815667
  nChanged 9
		SP:Iteration 79Q (8679.660000 sec): 3 clusters
  Score: Raw -3051012.055521 + Penalty 3308.703692 = -3047703.351829
  nChanged 15
		SP:Iteration 80F (8679.990000 sec): 3 clusters
  Score: Raw -3051015.773586 + Penalty 3308.703692 = -3047707.069894
  nChanged 7
		SP:Iteration 81Q (8680.300000 sec): 3 clusters
  Score: Raw -3051017.851436 + Penalty 3308.703692 = -3047709.147744
  nChanged 7
		SP:Iteration 82Q (8680.630000 sec): 3 clusters
  Score: Raw -3051019.895326 + Penalty 3308.703692 = -3047711.191634
  nChanged 7
		SP:Iteration 83Q (8680.910000 sec): 3 clusters
  Score: Raw -3051021.828472 + Penalty 3308.703692 = -3047713.124780
  nChanged 5
		SP:Iteration 84Q (8681.200000 sec): 3 clusters
  Score: Raw -3051022.997068 + Penalty 3308.703692 = -3047714.293376
  nChanged 3
		SP:Iteration 85Q (8681.470000 sec): 3 clusters
  Score: Raw -3051023.659486 + Penalty 3308.703692 = -3047714.955794
  nChanged 4
		SP:Iteration 86Q (8681.830000 sec): 3 clusters
  Score: Raw -3051024.201318 + Penalty 3308.703692 = -3047715.497626
  nChanged 2
		SP:Iteration 87Q (8682.150000 sec): 3 clusters
  Score: Raw -3051024.655611 + Penalty 3308.703692 = -3047715.951919
  nChanged 1
		SP:Iteration 88Q (8682.480000 sec): 3 clusters
  Score: Raw -3051024.775688 + Penalty 3308.703692 = -3047716.071996
  nChanged 1
		SP:Iteration 89Q (8682.810000 sec): 3 clusters
  Score: Raw -3051025.045107 + Penalty 3308.703692 = -3047716.341416
  nChanged 3
		SP:Iteration 90Q (8683.120000 sec): 3 clusters
  Score: Raw -3051025.826024 + Penalty 3308.703692 = -3047717.122333
  nChanged 2
		SP:Iteration 91Q (8683.470000 sec): 3 clusters
  Score: Raw -3051026.071838 + Penalty 3308.703692 = -3047717.368146
  nChanged 2
		SP:Iteration 92Q (8683.770000 sec): 3 clusters
  Score: Raw -3051026.474139 + Penalty 3308.703692 = -3047717.770447
  nChanged 2
		SP:Iteration 93Q (8684.090000 sec): 3 clusters
  Score: Raw -3051026.698967 + Penalty 3308.703692 = -3047717.995275
  nChanged 0
		SP:Iteration 94F (8684.380000 sec): 3 clusters
  Score: Raw -3051026.698967 + Penalty 3308.703692 = -3047717.995275
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 32 (2032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8684.520000 sec): 2 clusters
  Score: Raw -180072.843502 + Penalty 1237.726069 = -178835.117433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8684.720000 sec): 3 clusters
  Score: Raw -179232.164306 + Penalty 2475.452138 = -176756.712169
  nChanged 739
		SP:Iteration 1F (8684.900000 sec): 3 clusters
  Score: Raw -179762.416035 + Penalty 2475.452138 = -177286.963897
  nChanged 167
		SP:Iteration 2F (8685.050000 sec): 3 clusters
  Score: Raw -179895.856938 + Penalty 2475.452138 = -177420.404801
  nChanged 109
		SP:Iteration 3F (8685.190000 sec): 3 clusters
  Score: Raw -179985.532975 + Penalty 2475.452138 = -177510.080838
  nChanged 67
		SP:Iteration 4Q (8685.390000 sec): 3 clusters
  Score: Raw -180053.121206 + Penalty 2475.452138 = -177577.669068
  nChanged 74
		SP:Iteration 5Q (8685.540000 sec): 3 clusters
  Score: Raw -180138.463685 + Penalty 2475.452138 = -177663.011548
  nChanged 73
		SP:Iteration 6Q (8685.690000 sec): 3 clusters
  Score: Raw -180200.201985 + Penalty 2475.452138 = -177724.749847
  nChanged 55
		SP:Iteration 7Q (8685.830000 sec): 3 clusters
  Score: Raw -180248.374701 + Penalty 2475.452138 = -177772.922563
  nChanged 46
		SP:Iteration 8Q (8686.020000 sec): 3 clusters
  Score: Raw -180293.393734 + Penalty 2475.452138 = -177817.941596
  nChanged 39
		SP:Iteration 9Q (8686.210000 sec): 3 clusters
  Score: Raw -180321.110049 + Penalty 2475.452138 = -177845.657911
  nChanged 41
		SP:Iteration 10Q (8686.350000 sec): 3 clusters
  Score: Raw -180349.546459 + Penalty 2475.452138 = -177874.094321
  nChanged 26
		SP:Iteration 11Q (8686.540000 sec): 3 clusters
  Score: Raw -180375.568574 + Penalty 2475.452138 = -177900.116436
  nChanged 29
		SP:Iteration 12Q (8686.680000 sec): 3 clusters
  Score: Raw -180403.100379 + Penalty 2475.452138 = -177927.648241
  nChanged 39
		SP:Iteration 13Q (8686.840000 sec): 3 clusters
  Score: Raw -180447.759536 + Penalty 2475.452138 = -177972.307398
  nChanged 42
		SP:Iteration 14Q (8687.020000 sec): 3 clusters
  Score: Raw -180489.566759 + Penalty 2475.452138 = -178014.114621
  nChanged 40
		SP:Iteration 15Q (8687.190000 sec): 3 clusters
  Score: Raw -180526.281559 + Penalty 2475.452138 = -178050.829421
  nChanged 35
		SP:Iteration 16Q (8687.370000 sec): 3 clusters
  Score: Raw -180559.680594 + Penalty 2475.452138 = -178084.228456
  nChanged 32
		SP:Iteration 17Q (8687.510000 sec): 3 clusters
  Score: Raw -180593.901944 + Penalty 2475.452138 = -178118.449806
  nChanged 34
		SP:Iteration 18Q (8687.650000 sec): 3 clusters
  Score: Raw -180620.731785 + Penalty 2475.452138 = -178145.279647
  nChanged 28
		SP:Iteration 19Q (8687.800000 sec): 3 clusters
  Score: Raw -180644.952890 + Penalty 2475.452138 = -178169.500752
  nChanged 25
		SP:Iteration 20F (8687.940000 sec): 3 clusters
  Score: Raw -180661.827062 + Penalty 2475.452138 = -178186.374924
  nChanged 21
		SP:Iteration 21Q (8688.090000 sec): 3 clusters
  Score: Raw -180675.291153 + Penalty 2475.452138 = -178199.839015
  nChanged 16
		SP:Iteration 22Q (8688.230000 sec): 3 clusters
  Score: Raw -180685.164608 + Penalty 2475.452138 = -178209.712470
  nChanged 14
		SP:Iteration 23Q (8688.370000 sec): 3 clusters
  Score: Raw -180693.248555 + Penalty 2475.452138 = -178217.796417
  nChanged 10
		SP:Iteration 24Q (8688.520000 sec): 3 clusters
  Score: Raw -180698.481110 + Penalty 2475.452138 = -178223.028972
  nChanged 11
		SP:Iteration 25Q (8688.660000 sec): 3 clusters
  Score: Raw -180708.858753 + Penalty 2475.452138 = -178233.406615
  nChanged 11
		SP:Iteration 26Q (8688.810000 sec): 3 clusters
  Score: Raw -180717.353169 + Penalty 2475.452138 = -178241.901031
  nChanged 10
		SP:Iteration 27Q (8688.950000 sec): 3 clusters
  Score: Raw -180724.583041 + Penalty 2475.452138 = -178249.130903
  nChanged 7
		SP:Iteration 28Q (8689.150000 sec): 3 clusters
  Score: Raw -180728.151702 + Penalty 2475.452138 = -178252.699564
  nChanged 4
		SP:Iteration 29Q (8689.290000 sec): 3 clusters
  Score: Raw -180729.480386 + Penalty 2475.452138 = -178254.028248
  nChanged 2
		SP:Iteration 30Q (8689.430000 sec): 3 clusters
  Score: Raw -180730.435938 + Penalty 2475.452138 = -178254.983801
  nChanged 2
		SP:Iteration 31Q (8689.580000 sec): 3 clusters
  Score: Raw -180730.973375 + Penalty 2475.452138 = -178255.521238
  nChanged 1
		SP:Iteration 32Q (8689.730000 sec): 3 clusters
  Score: Raw -180731.404336 + Penalty 2475.452138 = -178255.952199
  nChanged 1
		SP:Iteration 33Q (8689.870000 sec): 3 clusters
  Score: Raw -180733.340084 + Penalty 2475.452138 = -178257.887946
  nChanged 3
		SP:Iteration 34Q (8690.010000 sec): 3 clusters
  Score: Raw -180734.394815 + Penalty 2475.452138 = -178258.942678
  nChanged 2
		SP:Iteration 35Q (8690.190000 sec): 3 clusters
  Score: Raw -180735.603360 + Penalty 2475.452138 = -178260.151222
  nChanged 2
		SP:Iteration 36Q (8690.340000 sec): 3 clusters
  Score: Raw -180736.118489 + Penalty 2475.452138 = -178260.666351
  nChanged 3
		SP:Iteration 37Q (8690.480000 sec): 3 clusters
  Score: Raw -180737.457062 + Penalty 2475.452138 = -178262.004924
  nChanged 1
		SP:Iteration 38Q (8690.630000 sec): 3 clusters
  Score: Raw -180737.790999 + Penalty 2475.452138 = -178262.338861
  nChanged 0
		SP:Iteration 39F (8690.770000 sec): 3 clusters
  Score: Raw -180737.790999 + Penalty 2475.452138 = -178262.338861
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 33 (36157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8691.040000 sec): 2 clusters
  Score: Raw -4493205.487763 + Penalty 1705.539200 = -4491499.948563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8691.410000 sec): 3 clusters
  Score: Raw -4470743.461522 + Penalty 3411.078400 = -4467332.383122
  nChanged 16654
		SP:Iteration 1F (8691.790000 sec): 3 clusters
  Score: Raw -4479974.358754 + Penalty 3411.078400 = -4476563.280354
  nChanged 1713
		SP:Iteration 2Q (8692.180000 sec): 3 clusters
  Score: Raw -4480673.420065 + Penalty 3411.078400 = -4477262.341665
  nChanged 1739
		SP:Iteration 3Q (8692.610000 sec): 3 clusters
  Score: Raw -4481436.293594 + Penalty 3411.078400 = -4478025.215194
  nChanged 1859
		SP:Iteration 4F (8693.030000 sec): 3 clusters
  Score: Raw -4482396.578235 + Penalty 3411.078400 = -4478985.499835
  nChanged 2013
		SP:Iteration 5F (8693.480000 sec): 3 clusters
  Score: Raw -4483578.593364 + Penalty 3411.078400 = -4480167.514963
  nChanged 2076
		SP:Iteration 6F (8693.830000 sec): 3 clusters
  Score: Raw -4485015.609002 + Penalty 3411.078400 = -4481604.530602
  nChanged 2239
		SP:Iteration 7F (8694.210000 sec): 3 clusters
  Score: Raw -4486736.287176 + Penalty 3411.078400 = -4483325.208776
  nChanged 2080
		SP:Iteration 8F (8694.630000 sec): 3 clusters
  Score: Raw -4488182.319629 + Penalty 3411.078400 = -4484771.241229
  nChanged 1705
		SP:Iteration 9Q (8695.010000 sec): 3 clusters
  Score: Raw -4489183.711848 + Penalty 3411.078400 = -4485772.633448
  nChanged 1293
		SP:Iteration 10Q (8695.440000 sec): 3 clusters
  Score: Raw -4489788.837226 + Penalty 3411.078400 = -4486377.758826
  nChanged 951
		SP:Iteration 11Q (8695.880000 sec): 3 clusters
  Score: Raw -4490212.231053 + Penalty 3411.078400 = -4486801.152653
  nChanged 788
		SP:Iteration 12Q (8696.210000 sec): 3 clusters
  Score: Raw -4490570.669336 + Penalty 3411.078400 = -4487159.590936
  nChanged 733
		SP:Iteration 13Q (8696.620000 sec): 3 clusters
  Score: Raw -4490921.335093 + Penalty 3411.078400 = -4487510.256693
  nChanged 676
		SP:Iteration 14Q (8697.010000 sec): 3 clusters
  Score: Raw -4491234.924945 + Penalty 3411.078400 = -4487823.846545
  nChanged 675
		SP:Iteration 15Q (8697.360000 sec): 3 clusters
  Score: Raw -4491567.153377 + Penalty 3411.078400 = -4488156.074977
  nChanged 701
		SP:Iteration 16Q (8697.730000 sec): 3 clusters
  Score: Raw -4491944.713849 + Penalty 3411.078400 = -4488533.635449
  nChanged 691
		SP:Iteration 17Q (8698.140000 sec): 3 clusters
  Score: Raw -4492329.099325 + Penalty 3411.078400 = -4488918.020925
  nChanged 649
		SP:Iteration 18Q (8698.540000 sec): 3 clusters
  Score: Raw -4492693.986262 + Penalty 3411.078400 = -4489282.907862
  nChanged 582
		SP:Iteration 19Q (8698.920000 sec): 3 clusters
  Score: Raw -4493029.972669 + Penalty 3411.078400 = -4489618.894269
  nChanged 504
		SP:Iteration 20F (8699.310000 sec): 3 clusters
  Score: Raw -4493319.536210 + Penalty 3411.078400 = -4489908.457810
  nChanged 428
		SP:Iteration 21Q (8699.670000 sec): 3 clusters
  Score: Raw -4493574.424773 + Penalty 3411.078400 = -4490163.346373
  nChanged 380
		SP:Iteration 22Q (8700.010000 sec): 3 clusters
  Score: Raw -4493802.035856 + Penalty 3411.078400 = -4490390.957456
  nChanged 303
		SP:Iteration 23Q (8700.370000 sec): 3 clusters
  Score: Raw -4493981.382079 + Penalty 3411.078400 = -4490570.303679
  nChanged 263
		SP:Iteration 24Q (8700.710000 sec): 3 clusters
  Score: Raw -4494134.581631 + Penalty 3411.078400 = -4490723.503231
  nChanged 189
		SP:Iteration 25Q (8701.000000 sec): 3 clusters
  Score: Raw -4494240.834428 + Penalty 3411.078400 = -4490829.756028
  nChanged 171
		SP:Iteration 26Q (8701.370000 sec): 3 clusters
  Score: Raw -4494323.254621 + Penalty 3411.078400 = -4490912.176221
  nChanged 131
		SP:Iteration 27Q (8701.770000 sec): 3 clusters
  Score: Raw -4494383.702375 + Penalty 3411.078400 = -4490972.623975
  nChanged 113
		SP:Iteration 28Q (8702.200000 sec): 3 clusters
  Score: Raw -4494428.118356 + Penalty 3411.078400 = -4491017.039956
  nChanged 88
		SP:Iteration 29Q (8702.550000 sec): 3 clusters
  Score: Raw -4494459.497154 + Penalty 3411.078400 = -4491048.418754
  nChanged 66
		SP:Iteration 30Q (8702.900000 sec): 3 clusters
  Score: Raw -4494477.469295 + Penalty 3411.078400 = -4491066.390895
  nChanged 40
		SP:Iteration 31Q (8703.240000 sec): 3 clusters
  Score: Raw -4494487.597342 + Penalty 3411.078400 = -4491076.518942
  nChanged 33
		SP:Iteration 32Q (8703.600000 sec): 3 clusters
  Score: Raw -4494493.109519 + Penalty 3411.078400 = -4491082.031119
  nChanged 16
		SP:Iteration 33Q (8703.990000 sec): 3 clusters
  Score: Raw -4494495.640731 + Penalty 3411.078400 = -4491084.562331
  nChanged 13
		SP:Iteration 34Q (8704.360000 sec): 3 clusters
  Score: Raw -4494497.653851 + Penalty 3411.078400 = -4491086.575451
  nChanged 6
		SP:Iteration 35Q (8704.700000 sec): 3 clusters
  Score: Raw -4494498.457418 + Penalty 3411.078400 = -4491087.379018
  nChanged 5
		SP:Iteration 36Q (8705.100000 sec): 3 clusters
  Score: Raw -4494499.384756 + Penalty 3411.078400 = -4491088.306356
  nChanged 6
		SP:Iteration 37Q (8705.440000 sec): 3 clusters
  Score: Raw -4494500.502304 + Penalty 3411.078400 = -4491089.423903
  nChanged 6
		SP:Iteration 38Q (8705.830000 sec): 3 clusters
  Score: Raw -4494501.853181 + Penalty 3411.078400 = -4491090.774781
  nChanged 7
		SP:Iteration 39Q (8706.120000 sec): 3 clusters
  Score: Raw -4494503.524545 + Penalty 3411.078400 = -4491092.446145
  nChanged 8
		SP:Iteration 40F (8706.500000 sec): 3 clusters
  Score: Raw -4494505.124418 + Penalty 3411.078400 = -4491094.046018
  nChanged 10
		SP:Iteration 41Q (8706.860000 sec): 3 clusters
  Score: Raw -4494507.864874 + Penalty 3411.078400 = -4491096.786473
  nChanged 10
		SP:Iteration 42Q (8707.190000 sec): 3 clusters
  Score: Raw -4494509.364927 + Penalty 3411.078400 = -4491098.286527
  nChanged 7
		SP:Iteration 43Q (8707.510000 sec): 3 clusters
  Score: Raw -4494510.736176 + Penalty 3411.078400 = -4491099.657776
  nChanged 6
		SP:Iteration 44Q (8707.890000 sec): 3 clusters
  Score: Raw -4494511.701251 + Penalty 3411.078400 = -4491100.622851
  nChanged 4
		SP:Iteration 45Q (8708.260000 sec): 3 clusters
  Score: Raw -4494512.234241 + Penalty 3411.078400 = -4491101.155841
  nChanged 4
		SP:Iteration 46Q (8708.600000 sec): 3 clusters
  Score: Raw -4494512.867754 + Penalty 3411.078400 = -4491101.789354
  nChanged 3
		SP:Iteration 47Q (8708.940000 sec): 3 clusters
  Score: Raw -4494513.195441 + Penalty 3411.078400 = -4491102.117041
  nChanged 1
		SP:Iteration 48Q (8709.330000 sec): 3 clusters
  Score: Raw -4494513.300975 + Penalty 3411.078400 = -4491102.222575
  nChanged 1
		SP:Iteration 49Q (8709.710000 sec): 3 clusters
  Score: Raw -4494513.429038 + Penalty 3411.078400 = -4491102.350638
  nChanged 2
		SP:Iteration 50Q (8710.100000 sec): 3 clusters
  Score: Raw -4494513.630366 + Penalty 3411.078400 = -4491102.551966
  nChanged 2
		SP:Iteration 51Q (8710.430000 sec): 3 clusters
  Score: Raw -4494513.884927 + Penalty 3411.078400 = -4491102.806527
  nChanged 1
		SP:Iteration 52Q (8710.800000 sec): 3 clusters
  Score: Raw -4494514.024832 + Penalty 3411.078400 = -4491102.946432
  nChanged 1
		SP:Iteration 53Q (8711.160000 sec): 3 clusters
  Score: Raw -4494514.188878 + Penalty 3411.078400 = -4491103.110478
  nChanged 1
		SP:Iteration 54Q (8711.580000 sec): 3 clusters
  Score: Raw -4494514.300190 + Penalty 3411.078400 = -4491103.221790
  nChanged 0
		SP:Iteration 55F (8711.950000 sec): 3 clusters
  Score: Raw -4494514.300190 + Penalty 3411.078400 = -4491103.221790
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 34 (85127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8712.430000 sec): 2 clusters
  Score: Raw -9576005.145975 + Penalty 1844.683675 = -9574160.462300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8713.030000 sec): 3 clusters
  Score: Raw -9521106.403142 + Penalty 3689.367350 = -9517417.035792
  nChanged 40412
		SP:Iteration 1F (8713.640000 sec): 3 clusters
  Score: Raw -9544930.810075 + Penalty 3689.367350 = -9541241.442725
  nChanged 3511
		SP:Iteration 2Q (8714.330000 sec): 3 clusters
  Score: Raw -9546080.425521 + Penalty 3689.367350 = -9542391.058171
  nChanged 3864
		SP:Iteration 3Q (8714.970000 sec): 3 clusters
  Score: Raw -9547549.553994 + Penalty 3689.367350 = -9543860.186644
  nChanged 4262
		SP:Iteration 4F (8715.550000 sec): 3 clusters
  Score: Raw -9549375.131622 + Penalty 3689.367350 = -9545685.764272
  nChanged 4533
		SP:Iteration 5F (8716.170000 sec): 3 clusters
  Score: Raw -9551613.972500 + Penalty 3689.367350 = -9547924.605150
  nChanged 4690
		SP:Iteration 6F (8716.730000 sec): 3 clusters
  Score: Raw -9554164.692520 + Penalty 3689.367350 = -9550475.325170
  nChanged 4804
		SP:Iteration 7F (8717.380000 sec): 3 clusters
  Score: Raw -9557024.733043 + Penalty 3689.367350 = -9553335.365693
  nChanged 4721
		SP:Iteration 8F (8717.990000 sec): 3 clusters
  Score: Raw -9560236.411167 + Penalty 3689.367350 = -9556547.043818
  nChanged 4651
		SP:Iteration 9F (8718.650000 sec): 3 clusters
  Score: Raw -9563706.541513 + Penalty 3689.367350 = -9560017.174163
  nChanged 4157
		SP:Iteration 10Q (8719.240000 sec): 3 clusters
  Score: Raw -9566871.250116 + Penalty 3689.367350 = -9563181.882767
  nChanged 3570
		SP:Iteration 11Q (8719.850000 sec): 3 clusters
  Score: Raw -9569627.046352 + Penalty 3689.367350 = -9565937.679002
  nChanged 2842
		SP:Iteration 12Q (8720.460000 sec): 3 clusters
  Score: Raw -9571816.954985 + Penalty 3689.367350 = -9568127.587635
  nChanged 2058
		SP:Iteration 13Q (8721.110000 sec): 3 clusters
  Score: Raw -9573343.169635 + Penalty 3689.367350 = -9569653.802285
  nChanged 1512
		SP:Iteration 14Q (8721.680000 sec): 3 clusters
  Score: Raw -9574409.586476 + Penalty 3689.367350 = -9570720.219126
  nChanged 1055
		SP:Iteration 15Q (8722.250000 sec): 3 clusters
  Score: Raw -9575138.086232 + Penalty 3689.367350 = -9571448.718883
  nChanged 715
		SP:Iteration 16Q (8722.760000 sec): 3 clusters
  Score: Raw -9575599.166150 + Penalty 3689.367350 = -9571909.798800
  nChanged 457
		SP:Iteration 17Q (8723.330000 sec): 3 clusters
  Score: Raw -9575865.642349 + Penalty 3689.367350 = -9572176.275000
  nChanged 269
		SP:Iteration 18Q (8723.870000 sec): 3 clusters
  Score: Raw -9576021.558025 + Penalty 3689.367350 = -9572332.190675
  nChanged 193
		SP:Iteration 19Q (8724.350000 sec): 3 clusters
  Score: Raw -9576123.140810 + Penalty 3689.367350 = -9572433.773460
  nChanged 141
		SP:Iteration 20F (8724.930000 sec): 3 clusters
  Score: Raw -9576195.753848 + Penalty 3689.367350 = -9572506.386498
  nChanged 96
		SP:Iteration 21Q (8725.480000 sec): 3 clusters
  Score: Raw -9576242.439033 + Penalty 3689.367350 = -9572553.071683
  nChanged 72
		SP:Iteration 22Q (8726.090000 sec): 3 clusters
  Score: Raw -9576280.511175 + Penalty 3689.367350 = -9572591.143825
  nChanged 57
		SP:Iteration 23Q (8726.620000 sec): 3 clusters
  Score: Raw -9576307.991107 + Penalty 3689.367350 = -9572618.623757
  nChanged 40
		SP:Iteration 24Q (8727.150000 sec): 3 clusters
  Score: Raw -9576331.771923 + Penalty 3689.367350 = -9572642.404573
  nChanged 44
		SP:Iteration 25Q (8727.780000 sec): 3 clusters
  Score: Raw -9576358.741719 + Penalty 3689.367350 = -9572669.374369
  nChanged 37
		SP:Iteration 26Q (8728.360000 sec): 3 clusters
  Score: Raw -9576379.252415 + Penalty 3689.367350 = -9572689.885066
  nChanged 35
		SP:Iteration 27Q (8728.940000 sec): 3 clusters
  Score: Raw -9576399.147414 + Penalty 3689.367350 = -9572709.780064
  nChanged 23
		SP:Iteration 28Q (8729.560000 sec): 3 clusters
  Score: Raw -9576413.591702 + Penalty 3689.367350 = -9572724.224352
  nChanged 23
		SP:Iteration 29Q (8730.140000 sec): 3 clusters
  Score: Raw -9576424.433495 + Penalty 3689.367350 = -9572735.066145
  nChanged 18
		SP:Iteration 30Q (8730.620000 sec): 3 clusters
  Score: Raw -9576433.063623 + Penalty 3689.367350 = -9572743.696273
  nChanged 15
		SP:Iteration 31Q (8731.200000 sec): 3 clusters
  Score: Raw -9576439.378684 + Penalty 3689.367350 = -9572750.011334
  nChanged 13
		SP:Iteration 32Q (8731.710000 sec): 3 clusters
  Score: Raw -9576445.584916 + Penalty 3689.367350 = -9572756.217566
  nChanged 9
		SP:Iteration 33Q (8732.240000 sec): 3 clusters
  Score: Raw -9576449.092456 + Penalty 3689.367350 = -9572759.725106
  nChanged 5
		SP:Iteration 34Q (8732.790000 sec): 3 clusters
  Score: Raw -9576450.974788 + Penalty 3689.367350 = -9572761.607438
  nChanged 2
		SP:Iteration 35Q (8733.340000 sec): 3 clusters
  Score: Raw -9576451.918202 + Penalty 3689.367350 = -9572762.550852
  nChanged 4
		SP:Iteration 36Q (8733.840000 sec): 3 clusters
  Score: Raw -9576453.623561 + Penalty 3689.367350 = -9572764.256211
  nChanged 4
		SP:Iteration 37Q (8734.440000 sec): 3 clusters
  Score: Raw -9576455.457309 + Penalty 3689.367350 = -9572766.089960
  nChanged 4
		SP:Iteration 38Q (8734.940000 sec): 3 clusters
  Score: Raw -9576457.248476 + Penalty 3689.367350 = -9572767.881126
  nChanged 3
		SP:Iteration 39Q (8735.500000 sec): 3 clusters
  Score: Raw -9576459.111967 + Penalty 3689.367350 = -9572769.744617
  nChanged 5
		SP:Iteration 40F (8736.110000 sec): 3 clusters
  Score: Raw -9576461.025703 + Penalty 3689.367350 = -9572771.658353
  nChanged 5
		SP:Iteration 41Q (8736.720000 sec): 3 clusters
  Score: Raw -9576463.575604 + Penalty 3689.367350 = -9572774.208254
  nChanged 2
		SP:Iteration 42Q (8737.340000 sec): 3 clusters
  Score: Raw -9576463.818155 + Penalty 3689.367350 = -9572774.450805
  nChanged 0
		SP:Iteration 43F (8737.950000 sec): 3 clusters
  Score: Raw -9576463.818155 + Penalty 3689.367350 = -9572774.450805
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 35 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8738.070000 sec): 2 clusters
  Score: Raw -46532.782244 + Penalty 1025.361720 = -45507.420524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8738.290000 sec): 3 clusters
  Score: Raw -46588.877404 + Penalty 2050.723440 = -44538.153964
  nChanged 159
		SP:Iteration 1F (8738.550000 sec): 3 clusters
  Score: Raw -47220.201473 + Penalty 2050.723440 = -45169.478032
  nChanged 37
		SP:Iteration 2F (8738.760000 sec): 3 clusters
  Score: Raw -47345.627799 + Penalty 2050.723440 = -45294.904358
  nChanged 25
		SP:Iteration 3Q (8738.970000 sec): 3 clusters
  Score: Raw -47448.917493 + Penalty 2050.723440 = -45398.194052
  nChanged 26
		SP:Iteration 4Q (8739.110000 sec): 3 clusters
  Score: Raw -47560.407677 + Penalty 2050.723440 = -45509.684237
  nChanged 24
		SP:Iteration 5Q (8739.370000 sec): 3 clusters
  Score: Raw -47683.851366 + Penalty 2050.723440 = -45633.127926
  nChanged 26
		SP:Iteration 6Q (8739.500000 sec): 3 clusters
  Score: Raw -47849.198289 + Penalty 2050.723440 = -45798.474848
  nChanged 23
		SP:Iteration 7Q (8739.720000 sec): 3 clusters
  Score: Raw -47965.437667 + Penalty 2050.723440 = -45914.714227
  nChanged 20
		SP:Iteration 8Q (8739.820000 sec): 3 clusters
  Score: Raw -48051.024684 + Penalty 2050.723440 = -46000.301243
  nChanged 12
		SP:Iteration 9Q (8740.020000 sec): 3 clusters
  Score: Raw -48144.434262 + Penalty 2050.723440 = -46093.710821
  nChanged 10
		SP:Iteration 10Q (8740.120000 sec): 3 clusters
  Score: Raw -48252.826354 + Penalty 2050.723440 = -46202.102914
  nChanged 7
		SP:Iteration 11Q (8740.270000 sec): 3 clusters
  Score: Raw -48361.542452 + Penalty 2050.723440 = -46310.819012
  nChanged 4
		SP:Iteration 12Q (8740.390000 sec): 3 clusters
  Score: Raw -48434.043915 + Penalty 2050.723440 = -46383.320475
  nChanged 5
		SP:Iteration 13Q (8740.560000 sec): 3 clusters
  Score: Raw -48467.369972 + Penalty 2050.723440 = -46416.646531
  nChanged 1
		SP:Iteration 14Q (8740.700000 sec): 3 clusters
  Score: Raw -48471.556994 + Penalty 2050.723440 = -46420.833554
  nChanged 0
		SP:Iteration 15F (8740.900000 sec): 3 clusters
  Score: Raw -48498.187615 + Penalty 2050.723440 = -46447.464175
  nChanged 7
		SP:Iteration 16Q (8741.080000 sec): 3 clusters
  Score: Raw -48572.559656 + Penalty 2050.723440 = -46521.836216
  nChanged 5
		SP:Iteration 17Q (8741.180000 sec): 3 clusters
  Score: Raw -48649.204067 + Penalty 2050.723440 = -46598.480626
  nChanged 8
		SP:Iteration 18Q (8741.350000 sec): 3 clusters
  Score: Raw -48748.324575 + Penalty 2050.723440 = -46697.601134
  nChanged 7
		SP:Iteration 19Q (8741.460000 sec): 3 clusters
  Score: Raw -48811.227396 + Penalty 2050.723440 = -46760.503956
  nChanged 4
		SP:Iteration 20F (8741.640000 sec): 3 clusters
  Score: Raw -48870.660230 + Penalty 2050.723440 = -46819.936790
  nChanged 5
		SP:Iteration 21Q (8741.820000 sec): 3 clusters
  Score: Raw -48908.017947 + Penalty 2050.723440 = -46857.294506
  nChanged 1
		SP:Iteration 22Q (8741.970000 sec): 3 clusters
  Score: Raw -48918.710971 + Penalty 2050.723440 = -46867.987530
  nChanged 0
		SP:Iteration 23F (8742.120000 sec): 3 clusters
  Score: Raw -48918.710971 + Penalty 2050.723440 = -46867.987530
  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 11.19 GB.

 Trying to split cluster 36 (1086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8742.260000 sec): 2 clusters
  Score: Raw -118349.635449 + Penalty 1135.916681 = -117213.718767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8742.450000 sec): 3 clusters
  Score: Raw -117984.640348 + Penalty 2271.833363 = -115712.806985
  nChanged 339
		SP:Iteration 1F (8742.600000 sec): 3 clusters
  Score: Raw -118351.096096 + Penalty 2271.833363 = -116079.262734
  nChanged 109
		SP:Iteration 2F (8742.740000 sec): 3 clusters
  Score: Raw -118526.584395 + Penalty 2271.833363 = -116254.751033
  nChanged 66
		SP:Iteration 3F (8742.940000 sec): 3 clusters
  Score: Raw -118640.033532 + Penalty 2271.833363 = -116368.200170
  nChanged 36
		SP:Iteration 4Q (8743.080000 sec): 3 clusters
  Score: Raw -118709.022533 + Penalty 2271.833363 = -116437.189170
  nChanged 41
		SP:Iteration 5Q (8743.200000 sec): 3 clusters
  Score: Raw -118792.840789 + Penalty 2271.833363 = -116521.007426
  nChanged 46
		SP:Iteration 6Q (8743.360000 sec): 3 clusters
  Score: Raw -118972.835423 + Penalty 2271.833363 = -116701.002060
  nChanged 49
		SP:Iteration 7Q (8743.520000 sec): 3 clusters
  Score: Raw -119111.088637 + Penalty 2271.833363 = -116839.255275
  nChanged 29
		SP:Iteration 8Q (8743.660000 sec): 3 clusters
  Score: Raw -119160.305723 + Penalty 2271.833363 = -116888.472360
  nChanged 23
		SP:Iteration 9Q (8743.890000 sec): 3 clusters
  Score: Raw -119227.489481 + Penalty 2271.833363 = -116955.656119
  nChanged 31
		SP:Iteration 10Q (8744.050000 sec): 3 clusters
  Score: Raw -119397.346531 + Penalty 2271.833363 = -117125.513169
  nChanged 30
		SP:Iteration 11Q (8744.220000 sec): 3 clusters
  Score: Raw -119565.061735 + Penalty 2271.833363 = -117293.228372
  nChanged 25
		SP:Iteration 12Q (8744.400000 sec): 3 clusters
  Score: Raw -119622.921400 + Penalty 2271.833363 = -117351.088037
  nChanged 12
		SP:Iteration 13Q (8744.580000 sec): 3 clusters
  Score: Raw -119634.750329 + Penalty 2271.833363 = -117362.916967
  nChanged 4
		SP:Iteration 14Q (8744.790000 sec): 3 clusters
  Score: Raw -119642.552567 + Penalty 2271.833363 = -117370.719204
  nChanged 6
		SP:Iteration 15Q (8745.040000 sec): 3 clusters
  Score: Raw -119648.464817 + Penalty 2271.833363 = -117376.631455
  nChanged 7
		SP:Iteration 16Q (8745.180000 sec): 3 clusters
  Score: Raw -119657.441255 + Penalty 2271.833363 = -117385.607893
  nChanged 13
		SP:Iteration 17Q (8745.360000 sec): 3 clusters
  Score: Raw -119678.997885 + Penalty 2271.833363 = -117407.164522
  nChanged 21
		SP:Iteration 18Q (8745.530000 sec): 3 clusters
  Score: Raw -119749.800056 + Penalty 2271.833363 = -117477.966693
  nChanged 37
		SP:Iteration 19Q (8745.670000 sec): 3 clusters
  Score: Raw -119980.740573 + Penalty 2271.833363 = -117708.907210
  nChanged 37
		SP:Iteration 20F (8745.900000 sec): 3 clusters
  Score: Raw -121482.707720 + Penalty 2271.833363 = -119210.874358
  nChanged 66
		SP:Iteration 21F (8746.090000 sec): 3 clusters
  Score: Raw -122032.854155 + Penalty 2271.833363 = -119761.020793
  nChanged 42
		SP:Iteration 22Q (8746.370000 sec): 3 clusters
  Score: Raw -122166.556095 + Penalty 2271.833363 = -119894.722732
  nChanged 19
		SP:Iteration 23Q (8746.490000 sec): 3 clusters
  Score: Raw -122216.138977 + Penalty 2271.833363 = -119944.305615
  nChanged 10
		SP:Iteration 24Q (8746.680000 sec): 3 clusters
  Score: Raw -122240.971114 + Penalty 2271.833363 = -119969.137752
  nChanged 10
		SP:Iteration 25Q (8746.850000 sec): 3 clusters
  Score: Raw -122261.859234 + Penalty 2271.833363 = -119990.025871
  nChanged 4
		SP:Iteration 26Q (8746.990000 sec): 3 clusters
  Score: Raw -122268.588085 + Penalty 2271.833363 = -119996.754722
  nChanged 2
		SP:Iteration 27Q (8747.180000 sec): 3 clusters
  Score: Raw -122272.855926 + Penalty 2271.833363 = -120001.022563
  nChanged 2
		SP:Iteration 28Q (8747.310000 sec): 3 clusters
  Score: Raw -122275.394207 + Penalty 2271.833363 = -120003.560844
  nChanged 0
		SP:Iteration 29F (8747.500000 sec): 3 clusters
  Score: Raw -122285.941601 + Penalty 2271.833363 = -120014.108238
  nChanged 6
		SP:Iteration 30Q (8747.670000 sec): 3 clusters
  Score: Raw -122348.826377 + Penalty 2271.833363 = -120076.993015
  nChanged 9
		SP:Iteration 31Q (8747.870000 sec): 3 clusters
  Score: Raw -122436.208609 + Penalty 2271.833363 = -120164.375246
  nChanged 2
		SP:Iteration 32Q (8748.040000 sec): 3 clusters
  Score: Raw -122447.330392 + Penalty 2271.833363 = -120175.497030
  nChanged 4
		SP:Iteration 33Q (8748.240000 sec): 3 clusters
  Score: Raw -122457.797899 + Penalty 2271.833363 = -120185.964537
  nChanged 2
		SP:Iteration 34Q (8748.390000 sec): 3 clusters
  Score: Raw -122463.289278 + Penalty 2271.833363 = -120191.455915
  nChanged 1
		SP:Iteration 35Q (8748.530000 sec): 3 clusters
  Score: Raw -122464.739213 + Penalty 2271.833363 = -120192.905851
  nChanged 1
		SP:Iteration 36Q (8748.700000 sec): 3 clusters
  Score: Raw -122466.168163 + Penalty 2271.833363 = -120194.334800
  nChanged 0
		SP:Iteration 37F (8748.850000 sec): 3 clusters
  Score: Raw -122466.168163 + Penalty 2271.833363 = -120194.334800
  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 11.19 GB.

 Trying to split cluster 37 (36987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8749.170000 sec): 2 clusters
  Score: Raw -4282709.770384 + Penalty 1709.227289 = -4281000.543095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8749.560000 sec): 3 clusters
  Score: Raw -4259679.648441 + Penalty 3418.454578 = -4256261.193863
  nChanged 17060
		SP:Iteration 1F (8749.990000 sec): 3 clusters
  Score: Raw -4269551.237522 + Penalty 3418.454578 = -4266132.782944
  nChanged 1907
		SP:Iteration 2F (8750.400000 sec): 3 clusters
  Score: Raw -4270371.310940 + Penalty 3418.454578 = -4266952.856362
  nChanged 2178
		SP:Iteration 3F (8750.710000 sec): 3 clusters
  Score: Raw -4271546.804746 + Penalty 3418.454578 = -4268128.350168
  nChanged 2546
		SP:Iteration 4F (8751.030000 sec): 3 clusters
  Score: Raw -4273186.140787 + Penalty 3418.454578 = -4269767.686209
  nChanged 2724
		SP:Iteration 5F (8751.430000 sec): 3 clusters
  Score: Raw -4274954.014913 + Penalty 3418.454578 = -4271535.560335
  nChanged 2408
		SP:Iteration 6F (8751.780000 sec): 3 clusters
  Score: Raw -4276258.882486 + Penalty 3418.454578 = -4272840.427908
  nChanged 1809
		SP:Iteration 7Q (8752.170000 sec): 3 clusters
  Score: Raw -4277060.337757 + Penalty 3418.454578 = -4273641.883179
  nChanged 1370
		SP:Iteration 8Q (8752.560000 sec): 3 clusters
  Score: Raw -4277582.853917 + Penalty 3418.454578 = -4274164.399339
  nChanged 1070
		SP:Iteration 9Q (8752.900000 sec): 3 clusters
  Score: Raw -4277944.243664 + Penalty 3418.454578 = -4274525.789086
  nChanged 846
		SP:Iteration 10Q (8753.310000 sec): 3 clusters
  Score: Raw -4278212.732327 + Penalty 3418.454578 = -4274794.277749
  nChanged 663
		SP:Iteration 11Q (8753.740000 sec): 3 clusters
  Score: Raw -4278428.935670 + Penalty 3418.454578 = -4275010.481092
  nChanged 680
		SP:Iteration 12Q (8754.110000 sec): 3 clusters
  Score: Raw -4278676.327750 + Penalty 3418.454578 = -4275257.873172
  nChanged 679
		SP:Iteration 13Q (8754.530000 sec): 3 clusters
  Score: Raw -4278962.415946 + Penalty 3418.454578 = -4275543.961368
  nChanged 740
		SP:Iteration 14Q (8754.920000 sec): 3 clusters
  Score: Raw -4279325.284605 + Penalty 3418.454578 = -4275906.830027
  nChanged 785
		SP:Iteration 15Q (8755.280000 sec): 3 clusters
  Score: Raw -4279755.851663 + Penalty 3418.454578 = -4276337.397085
  nChanged 841
		SP:Iteration 16Q (8755.650000 sec): 3 clusters
  Score: Raw -4280253.528180 + Penalty 3418.454578 = -4276835.073602
  nChanged 782
		SP:Iteration 17Q (8756.020000 sec): 3 clusters
  Score: Raw -4280756.504025 + Penalty 3418.454578 = -4277338.049447
  nChanged 712
		SP:Iteration 18Q (8756.390000 sec): 3 clusters
  Score: Raw -4281215.968039 + Penalty 3418.454578 = -4277797.513461
  nChanged 582
		SP:Iteration 19Q (8756.770000 sec): 3 clusters
  Score: Raw -4281582.583462 + Penalty 3418.454578 = -4278164.128884
  nChanged 476
		SP:Iteration 20F (8757.140000 sec): 3 clusters
  Score: Raw -4281844.399003 + Penalty 3418.454578 = -4278425.944425
  nChanged 372
		SP:Iteration 21Q (8757.560000 sec): 3 clusters
  Score: Raw -4282029.715066 + Penalty 3418.454578 = -4278611.260488
  nChanged 306
		SP:Iteration 22Q (8757.890000 sec): 3 clusters
  Score: Raw -4282189.034897 + Penalty 3418.454578 = -4278770.580319
  nChanged 288
		SP:Iteration 23Q (8758.280000 sec): 3 clusters
  Score: Raw -4282344.162175 + Penalty 3418.454578 = -4278925.707597
  nChanged 236
		SP:Iteration 24Q (8758.600000 sec): 3 clusters
  Score: Raw -4282482.047136 + Penalty 3418.454578 = -4279063.592558
  nChanged 213
		SP:Iteration 25Q (8758.930000 sec): 3 clusters
  Score: Raw -4282600.005032 + Penalty 3418.454578 = -4279181.550454
  nChanged 157
		SP:Iteration 26Q (8759.220000 sec): 3 clusters
  Score: Raw -4282672.360347 + Penalty 3418.454578 = -4279253.905769
  nChanged 124
		SP:Iteration 27Q (8759.560000 sec): 3 clusters
  Score: Raw -4282728.374928 + Penalty 3418.454578 = -4279309.920350
  nChanged 111
		SP:Iteration 28Q (8759.890000 sec): 3 clusters
  Score: Raw -4282773.559318 + Penalty 3418.454578 = -4279355.104740
  nChanged 82
		SP:Iteration 29Q (8760.190000 sec): 3 clusters
  Score: Raw -4282808.532621 + Penalty 3418.454578 = -4279390.078043
  nChanged 64
		SP:Iteration 30Q (8760.560000 sec): 3 clusters
  Score: Raw -4282835.082791 + Penalty 3418.454578 = -4279416.628213
  nChanged 55
		SP:Iteration 31Q (8760.880000 sec): 3 clusters
  Score: Raw -4282858.719806 + Penalty 3418.454578 = -4279440.265228
  nChanged 53
		SP:Iteration 32Q (8761.220000 sec): 3 clusters
  Score: Raw -4282881.325677 + Penalty 3418.454578 = -4279462.871099
  nChanged 44
		SP:Iteration 33Q (8761.550000 sec): 3 clusters
  Score: Raw -4282901.759322 + Penalty 3418.454578 = -4279483.304744
  nChanged 36
		SP:Iteration 34Q (8761.930000 sec): 3 clusters
  Score: Raw -4282913.522686 + Penalty 3418.454578 = -4279495.068108
  nChanged 30
		SP:Iteration 35Q (8762.260000 sec): 3 clusters
  Score: Raw -4282925.306750 + Penalty 3418.454578 = -4279506.852172
  nChanged 22
		SP:Iteration 36Q (8762.580000 sec): 3 clusters
  Score: Raw -4282932.390737 + Penalty 3418.454578 = -4279513.936159
  nChanged 16
		SP:Iteration 37Q (8762.920000 sec): 3 clusters
  Score: Raw -4282938.625541 + Penalty 3418.454578 = -4279520.170963
  nChanged 13
		SP:Iteration 38Q (8763.320000 sec): 3 clusters
  Score: Raw -4282943.725652 + Penalty 3418.454578 = -4279525.271074
  nChanged 12
		SP:Iteration 39Q (8763.690000 sec): 3 clusters
  Score: Raw -4282948.018349 + Penalty 3418.454578 = -4279529.563771
  nChanged 9
		SP:Iteration 40F (8764.130000 sec): 3 clusters
  Score: Raw -4282951.711063 + Penalty 3418.454578 = -4279533.256485
  nChanged 11
		SP:Iteration 41Q (8764.450000 sec): 3 clusters
  Score: Raw -4282955.883017 + Penalty 3418.454578 = -4279537.428439
  nChanged 12
		SP:Iteration 42Q (8764.780000 sec): 3 clusters
  Score: Raw -4282959.746356 + Penalty 3418.454578 = -4279541.291778
  nChanged 13
		SP:Iteration 43Q (8765.150000 sec): 3 clusters
  Score: Raw -4282963.953067 + Penalty 3418.454578 = -4279545.498489
  nChanged 9
		SP:Iteration 44Q (8765.500000 sec): 3 clusters
  Score: Raw -4282966.568623 + Penalty 3418.454578 = -4279548.114045
  nChanged 5
		SP:Iteration 45Q (8765.840000 sec): 3 clusters
  Score: Raw -4282967.544035 + Penalty 3418.454578 = -4279549.089457
  nChanged 6
		SP:Iteration 46Q (8766.160000 sec): 3 clusters
  Score: Raw -4282968.612831 + Penalty 3418.454578 = -4279550.158253
  nChanged 2
		SP:Iteration 47Q (8766.440000 sec): 3 clusters
  Score: Raw -4282969.030448 + Penalty 3418.454578 = -4279550.575870
  nChanged 2
		SP:Iteration 48Q (8766.830000 sec): 3 clusters
  Score: Raw -4282969.776622 + Penalty 3418.454578 = -4279551.322044
  nChanged 2
		SP:Iteration 49Q (8767.220000 sec): 3 clusters
  Score: Raw -4282970.617439 + Penalty 3418.454578 = -4279552.162861
  nChanged 6
		SP:Iteration 50Q (8767.600000 sec): 3 clusters
  Score: Raw -4282971.891869 + Penalty 3418.454578 = -4279553.437291
  nChanged 2
		SP:Iteration 51Q (8767.930000 sec): 3 clusters
  Score: Raw -4282972.217054 + Penalty 3418.454578 = -4279553.762476
  nChanged 3
		SP:Iteration 52Q (8768.330000 sec): 3 clusters
  Score: Raw -4282973.576403 + Penalty 3418.454578 = -4279555.121824
  nChanged 5
		SP:Iteration 53Q (8768.710000 sec): 3 clusters
  Score: Raw -4282975.420770 + Penalty 3418.454578 = -4279556.966192
  nChanged 4
		SP:Iteration 54Q (8769.110000 sec): 3 clusters
  Score: Raw -4282977.036299 + Penalty 3418.454578 = -4279558.581721
  nChanged 6
		SP:Iteration 55Q (8769.440000 sec): 3 clusters
  Score: Raw -4282978.699686 + Penalty 3418.454578 = -4279560.245108
  nChanged 3
		SP:Iteration 56Q (8769.750000 sec): 3 clusters
  Score: Raw -4282980.242993 + Penalty 3418.454578 = -4279561.788415
  nChanged 3
		SP:Iteration 57Q (8770.150000 sec): 3 clusters
  Score: Raw -4282981.416079 + Penalty 3418.454578 = -4279562.961500
  nChanged 5
		SP:Iteration 58Q (8770.510000 sec): 3 clusters
  Score: Raw -4282982.731603 + Penalty 3418.454578 = -4279564.277025
  nChanged 4
		SP:Iteration 59Q (8770.870000 sec): 3 clusters
  Score: Raw -4282983.870552 + Penalty 3418.454578 = -4279565.415974
  nChanged 3
		SP:Iteration 60F (8771.250000 sec): 3 clusters
  Score: Raw -4282984.535714 + Penalty 3418.454578 = -4279566.081136
  nChanged 2
		SP:Iteration 61Q (8771.580000 sec): 3 clusters
  Score: Raw -4282984.907944 + Penalty 3418.454578 = -4279566.453366
  nChanged 0
		SP:Iteration 62F (8771.920000 sec): 3 clusters
  Score: Raw -4282984.907944 + Penalty 3418.454578 = -4279566.453366
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 38 (7463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.080000 sec): 2 clusters
  Score: Raw -914438.072559 + Penalty 1449.128323 = -912988.944236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.290000 sec): 3 clusters
  Score: Raw -910311.133919 + Penalty 2898.256646 = -907412.877272
  nChanged 3106
		SP:Iteration 1F (8772.540000 sec): 3 clusters
  Score: Raw -911989.480633 + Penalty 2898.256646 = -909091.223987
  nChanged 476
		SP:Iteration 2F (8772.720000 sec): 3 clusters
  Score: Raw -912207.647714 + Penalty 2898.256646 = -909309.391068
  nChanged 369
		SP:Iteration 3Q (8772.940000 sec): 3 clusters
  Score: Raw -912367.905805 + Penalty 2898.256646 = -909469.649159
  nChanged 315
		SP:Iteration 4Q (8773.130000 sec): 3 clusters
  Score: Raw -912506.807907 + Penalty 2898.256646 = -909608.551261
  nChanged 266
		SP:Iteration 5Q (8773.320000 sec): 3 clusters
  Score: Raw -912608.485083 + Penalty 2898.256646 = -909710.228437
  nChanged 226
		SP:Iteration 6Q (8773.540000 sec): 3 clusters
  Score: Raw -912708.644477 + Penalty 2898.256646 = -909810.387831
  nChanged 252
		SP:Iteration 7Q (8773.750000 sec): 3 clusters
  Score: Raw -912837.067093 + Penalty 2898.256646 = -909938.810447
  nChanged 268
		SP:Iteration 8Q (8774.030000 sec): 3 clusters
  Score: Raw -912991.118908 + Penalty 2898.256646 = -910092.862262
  nChanged 270
		SP:Iteration 9Q (8774.290000 sec): 3 clusters
  Score: Raw -913141.062990 + Penalty 2898.256646 = -910242.806344
  nChanged 253
		SP:Iteration 10Q (8774.530000 sec): 3 clusters
  Score: Raw -913270.199796 + Penalty 2898.256646 = -910371.943150
  nChanged 240
		SP:Iteration 11Q (8774.730000 sec): 3 clusters
  Score: Raw -913404.552753 + Penalty 2898.256646 = -910506.296107
  nChanged 231
		SP:Iteration 12Q (8774.940000 sec): 3 clusters
  Score: Raw -913552.420844 + Penalty 2898.256646 = -910654.164198
  nChanged 224
		SP:Iteration 13Q (8775.160000 sec): 3 clusters
  Score: Raw -913729.221582 + Penalty 2898.256646 = -910830.964936
  nChanged 221
		SP:Iteration 14Q (8775.440000 sec): 3 clusters
  Score: Raw -913897.839779 + Penalty 2898.256646 = -910999.583133
  nChanged 188
		SP:Iteration 15Q (8775.650000 sec): 3 clusters
  Score: Raw -914026.780311 + Penalty 2898.256646 = -911128.523665
  nChanged 165
		SP:Iteration 16Q (8775.870000 sec): 3 clusters
  Score: Raw -914140.153067 + Penalty 2898.256646 = -911241.896421
  nChanged 152
		SP:Iteration 17Q (8776.110000 sec): 3 clusters
  Score: Raw -914243.342540 + Penalty 2898.256646 = -911345.085894
  nChanged 132
		SP:Iteration 18Q (8776.400000 sec): 3 clusters
  Score: Raw -914344.002980 + Penalty 2898.256646 = -911445.746334
  nChanged 126
		SP:Iteration 19Q (8776.650000 sec): 3 clusters
  Score: Raw -914444.106489 + Penalty 2898.256646 = -911545.849843
  nChanged 100
		SP:Iteration 20F (8776.920000 sec): 3 clusters
  Score: Raw -914523.613433 + Penalty 2898.256646 = -911625.356787
  nChanged 97
		SP:Iteration 21Q (8777.130000 sec): 3 clusters
  Score: Raw -914590.614747 + Penalty 2898.256646 = -911692.358101
  nChanged 81
		SP:Iteration 22Q (8777.400000 sec): 3 clusters
  Score: Raw -914664.947732 + Penalty 2898.256646 = -911766.691086
  nChanged 65
		SP:Iteration 23Q (8777.650000 sec): 3 clusters
  Score: Raw -914726.223953 + Penalty 2898.256646 = -911827.967307
  nChanged 55
		SP:Iteration 24Q (8777.860000 sec): 3 clusters
  Score: Raw -914771.078623 + Penalty 2898.256646 = -911872.821977
  nChanged 45
		SP:Iteration 25Q (8778.110000 sec): 3 clusters
  Score: Raw -914795.450114 + Penalty 2898.256646 = -911897.193468
  nChanged 30
		SP:Iteration 26Q (8778.320000 sec): 3 clusters
  Score: Raw -914810.517942 + Penalty 2898.256646 = -911912.261296
  nChanged 22
		SP:Iteration 27Q (8778.590000 sec): 3 clusters
  Score: Raw -914821.748881 + Penalty 2898.256646 = -911923.492234
  nChanged 13
		SP:Iteration 28Q (8778.810000 sec): 3 clusters
  Score: Raw -914828.401559 + Penalty 2898.256646 = -911930.144913
  nChanged 12
		SP:Iteration 29Q (8779.010000 sec): 3 clusters
  Score: Raw -914834.968603 + Penalty 2898.256646 = -911936.711957
  nChanged 17
		SP:Iteration 30Q (8779.250000 sec): 3 clusters
  Score: Raw -914842.394193 + Penalty 2898.256646 = -911944.137547
  nChanged 9
		SP:Iteration 31Q (8779.530000 sec): 3 clusters
  Score: Raw -914847.826903 + Penalty 2898.256646 = -911949.570257
  nChanged 16
		SP:Iteration 32Q (8779.810000 sec): 3 clusters
  Score: Raw -914857.997907 + Penalty 2898.256646 = -911959.741261
  nChanged 14
		SP:Iteration 33Q (8780.030000 sec): 3 clusters
  Score: Raw -914863.303906 + Penalty 2898.256646 = -911965.047260
  nChanged 11
		SP:Iteration 34Q (8780.260000 sec): 3 clusters
  Score: Raw -914865.966925 + Penalty 2898.256646 = -911967.710279
  nChanged 4
		SP:Iteration 35Q (8780.470000 sec): 3 clusters
  Score: Raw -914867.723767 + Penalty 2898.256646 = -911969.467121
  nChanged 3
		SP:Iteration 36Q (8780.660000 sec): 3 clusters
  Score: Raw -914868.622246 + Penalty 2898.256646 = -911970.365600
  nChanged 1
		SP:Iteration 37Q (8780.870000 sec): 3 clusters
  Score: Raw -914868.833318 + Penalty 2898.256646 = -911970.576672
  nChanged 0
		SP:Iteration 38F (8781.080000 sec): 3 clusters
  Score: Raw -914868.833318 + Penalty 2898.256646 = -911970.576672
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 39 (14061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8781.240000 sec): 2 clusters
  Score: Raw -1711696.677648 + Penalty 1552.063547 = -1710144.614101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8781.490000 sec): 3 clusters
  Score: Raw -1703425.231246 + Penalty 3104.127093 = -1700321.104153
  nChanged 6237
		SP:Iteration 1F (8781.770000 sec): 3 clusters
  Score: Raw -1706790.001553 + Penalty 3104.127093 = -1703685.874459
  nChanged 708
		SP:Iteration 2F (8782.080000 sec): 3 clusters
  Score: Raw -1707047.346842 + Penalty 3104.127093 = -1703943.219749
  nChanged 632
		SP:Iteration 3Q (8782.330000 sec): 3 clusters
  Score: Raw -1707259.643111 + Penalty 3104.127093 = -1704155.516018
  nChanged 545
		SP:Iteration 4Q (8782.640000 sec): 3 clusters
  Score: Raw -1707433.543130 + Penalty 3104.127093 = -1704329.416037
  nChanged 497
		SP:Iteration 5Q (8782.900000 sec): 3 clusters
  Score: Raw -1707581.649427 + Penalty 3104.127093 = -1704477.522334
  nChanged 440
		SP:Iteration 6Q (8783.130000 sec): 3 clusters
  Score: Raw -1707717.853006 + Penalty 3104.127093 = -1704613.725913
  nChanged 424
		SP:Iteration 7Q (8783.410000 sec): 3 clusters
  Score: Raw -1707864.349524 + Penalty 3104.127093 = -1704760.222431
  nChanged 478
		SP:Iteration 8Q (8783.630000 sec): 3 clusters
  Score: Raw -1708059.431890 + Penalty 3104.127093 = -1704955.304797
  nChanged 508
		SP:Iteration 9Q (8783.960000 sec): 3 clusters
  Score: Raw -1708307.061787 + Penalty 3104.127093 = -1705202.934694
  nChanged 524
		SP:Iteration 10Q (8784.220000 sec): 3 clusters
  Score: Raw -1708576.556094 + Penalty 3104.127093 = -1705472.429001
  nChanged 541
		SP:Iteration 11Q (8784.500000 sec): 3 clusters
  Score: Raw -1708844.036574 + Penalty 3104.127093 = -1705739.909481
  nChanged 533
		SP:Iteration 12Q (8784.770000 sec): 3 clusters
  Score: Raw -1709103.504107 + Penalty 3104.127093 = -1705999.377014
  nChanged 478
		SP:Iteration 13Q (8785.000000 sec): 3 clusters
  Score: Raw -1709335.699704 + Penalty 3104.127093 = -1706231.572611
  nChanged 456
		SP:Iteration 14Q (8785.320000 sec): 3 clusters
  Score: Raw -1709557.066729 + Penalty 3104.127093 = -1706452.939636
  nChanged 417
		SP:Iteration 15Q (8785.560000 sec): 3 clusters
  Score: Raw -1709728.896665 + Penalty 3104.127093 = -1706624.769572
  nChanged 334
		SP:Iteration 16Q (8785.850000 sec): 3 clusters
  Score: Raw -1709832.105646 + Penalty 3104.127093 = -1706727.978553
  nChanged 252
		SP:Iteration 17Q (8786.140000 sec): 3 clusters
  Score: Raw -1709901.252494 + Penalty 3104.127093 = -1706797.125401
  nChanged 181
		SP:Iteration 18Q (8786.410000 sec): 3 clusters
  Score: Raw -1709951.984027 + Penalty 3104.127093 = -1706847.856934
  nChanged 170
		SP:Iteration 19Q (8786.630000 sec): 3 clusters
  Score: Raw -1709995.878471 + Penalty 3104.127093 = -1706891.751378
  nChanged 156
		SP:Iteration 20F (8786.890000 sec): 3 clusters
  Score: Raw -1710036.250435 + Penalty 3104.127093 = -1706932.123342
  nChanged 146
		SP:Iteration 21Q (8787.180000 sec): 3 clusters
  Score: Raw -1710081.460747 + Penalty 3104.127093 = -1706977.333654
  nChanged 148
		SP:Iteration 22Q (8787.440000 sec): 3 clusters
  Score: Raw -1710124.147812 + Penalty 3104.127093 = -1707020.020719
  nChanged 157
		SP:Iteration 23Q (8787.670000 sec): 3 clusters
  Score: Raw -1710165.577687 + Penalty 3104.127093 = -1707061.450594
  nChanged 155
		SP:Iteration 24Q (8787.910000 sec): 3 clusters
  Score: Raw -1710204.624341 + Penalty 3104.127093 = -1707100.497248
  nChanged 146
		SP:Iteration 25Q (8788.180000 sec): 3 clusters
  Score: Raw -1710244.160740 + Penalty 3104.127093 = -1707140.033647
  nChanged 138
		SP:Iteration 26Q (8788.400000 sec): 3 clusters
  Score: Raw -1710284.862850 + Penalty 3104.127093 = -1707180.735757
  nChanged 164
		SP:Iteration 27Q (8788.620000 sec): 3 clusters
  Score: Raw -1710329.378895 + Penalty 3104.127093 = -1707225.251802
  nChanged 175
		SP:Iteration 28Q (8788.840000 sec): 3 clusters
  Score: Raw -1710375.897575 + Penalty 3104.127093 = -1707271.770482
  nChanged 150
		SP:Iteration 29Q (8789.090000 sec): 3 clusters
  Score: Raw -1710421.539966 + Penalty 3104.127093 = -1707317.412872
  nChanged 168
		SP:Iteration 30Q (8789.310000 sec): 3 clusters
  Score: Raw -1710478.842712 + Penalty 3104.127093 = -1707374.715619
  nChanged 184
		SP:Iteration 31Q (8789.580000 sec): 3 clusters
  Score: Raw -1710543.942241 + Penalty 3104.127093 = -1707439.815148
  nChanged 176
		SP:Iteration 32Q (8789.820000 sec): 3 clusters
  Score: Raw -1710604.230780 + Penalty 3104.127093 = -1707500.103687
  nChanged 174
		SP:Iteration 33Q (8790.140000 sec): 3 clusters
  Score: Raw -1710664.516246 + Penalty 3104.127093 = -1707560.389153
  nChanged 167
		SP:Iteration 34Q (8790.440000 sec): 3 clusters
  Score: Raw -1710718.484184 + Penalty 3104.127093 = -1707614.357091
  nChanged 152
		SP:Iteration 35Q (8790.670000 sec): 3 clusters
  Score: Raw -1710765.162592 + Penalty 3104.127093 = -1707661.035499
  nChanged 141
		SP:Iteration 36Q (8790.920000 sec): 3 clusters
  Score: Raw -1710800.230319 + Penalty 3104.127093 = -1707696.103226
  nChanged 119
		SP:Iteration 37Q (8791.200000 sec): 3 clusters
  Score: Raw -1710835.222157 + Penalty 3104.127093 = -1707731.095063
  nChanged 110
		SP:Iteration 38Q (8791.410000 sec): 3 clusters
  Score: Raw -1710860.487723 + Penalty 3104.127093 = -1707756.360630
  nChanged 105
		SP:Iteration 39Q (8791.640000 sec): 3 clusters
  Score: Raw -1710883.576634 + Penalty 3104.127093 = -1707779.449541
  nChanged 95
		SP:Iteration 40F (8791.910000 sec): 3 clusters
  Score: Raw -1710905.820161 + Penalty 3104.127093 = -1707801.693068
  nChanged 84
		SP:Iteration 41Q (8792.230000 sec): 3 clusters
  Score: Raw -1710921.341930 + Penalty 3104.127093 = -1707817.214837
  nChanged 65
		SP:Iteration 42Q (8792.490000 sec): 3 clusters
  Score: Raw -1710933.053719 + Penalty 3104.127093 = -1707828.926626
  nChanged 57
		SP:Iteration 43Q (8792.800000 sec): 3 clusters
  Score: Raw -1710941.873514 + Penalty 3104.127093 = -1707837.746421
  nChanged 49
		SP:Iteration 44Q (8793.040000 sec): 3 clusters
  Score: Raw -1710949.562333 + Penalty 3104.127093 = -1707845.435240
  nChanged 42
		SP:Iteration 45Q (8793.270000 sec): 3 clusters
  Score: Raw -1710954.799578 + Penalty 3104.127093 = -1707850.672485
  nChanged 32
		SP:Iteration 46Q (8793.530000 sec): 3 clusters
  Score: Raw -1710958.265736 + Penalty 3104.127093 = -1707854.138643
  nChanged 27
		SP:Iteration 47Q (8793.790000 sec): 3 clusters
  Score: Raw -1710960.883149 + Penalty 3104.127093 = -1707856.756056
  nChanged 22
		SP:Iteration 48Q (8794.070000 sec): 3 clusters
  Score: Raw -1710963.147188 + Penalty 3104.127093 = -1707859.020094
  nChanged 20
		SP:Iteration 49Q (8794.340000 sec): 3 clusters
  Score: Raw -1710965.073778 + Penalty 3104.127093 = -1707860.946685
  nChanged 16
		SP:Iteration 50Q (8794.590000 sec): 3 clusters
  Score: Raw -1710966.866136 + Penalty 3104.127093 = -1707862.739043
  nChanged 13
		SP:Iteration 51Q (8794.870000 sec): 3 clusters
  Score: Raw -1710968.004898 + Penalty 3104.127093 = -1707863.877805
  nChanged 15
		SP:Iteration 52Q (8795.150000 sec): 3 clusters
  Score: Raw -1710969.993278 + Penalty 3104.127093 = -1707865.866185
  nChanged 14
		SP:Iteration 53Q (8795.430000 sec): 3 clusters
  Score: Raw -1710971.217235 + Penalty 3104.127093 = -1707867.090141
  nChanged 19
		SP:Iteration 54Q (8795.690000 sec): 3 clusters
  Score: Raw -1710972.501867 + Penalty 3104.127093 = -1707868.374774
  nChanged 15
		SP:Iteration 55Q (8795.980000 sec): 3 clusters
  Score: Raw -1710973.782754 + Penalty 3104.127093 = -1707869.655661
  nChanged 10
		SP:Iteration 56Q (8796.270000 sec): 3 clusters
  Score: Raw -1710974.666457 + Penalty 3104.127093 = -1707870.539364
  nChanged 11
		SP:Iteration 57Q (8796.540000 sec): 3 clusters
  Score: Raw -1710975.424749 + Penalty 3104.127093 = -1707871.297656
  nChanged 12
		SP:Iteration 58Q (8796.870000 sec): 3 clusters
  Score: Raw -1710976.264461 + Penalty 3104.127093 = -1707872.137368
  nChanged 13
		SP:Iteration 59Q (8797.160000 sec): 3 clusters
  Score: Raw -1710977.206492 + Penalty 3104.127093 = -1707873.079399
  nChanged 5
		SP:Iteration 60F (8797.420000 sec): 3 clusters
  Score: Raw -1710977.490617 + Penalty 3104.127093 = -1707873.363524
  nChanged 6
		SP:Iteration 61Q (8797.690000 sec): 3 clusters
  Score: Raw -1710977.977731 + Penalty 3104.127093 = -1707873.850638
  nChanged 4
		SP:Iteration 62Q (8797.990000 sec): 3 clusters
  Score: Raw -1710978.310698 + Penalty 3104.127093 = -1707874.183605
  nChanged 4
		SP:Iteration 63Q (8798.250000 sec): 3 clusters
  Score: Raw -1710978.536722 + Penalty 3104.127093 = -1707874.409629
  nChanged 3
		SP:Iteration 64Q (8798.540000 sec): 3 clusters
  Score: Raw -1710978.662916 + Penalty 3104.127093 = -1707874.535823
  nChanged 1
		SP:Iteration 65Q (8798.790000 sec): 3 clusters
  Score: Raw -1710978.710718 + Penalty 3104.127093 = -1707874.583625
  nChanged 1
		SP:Iteration 66Q (8799.130000 sec): 3 clusters
  Score: Raw -1710978.757756 + Penalty 3104.127093 = -1707874.630663
  nChanged 0
		SP:Iteration 67F (8799.420000 sec): 3 clusters
  Score: Raw -1710978.757756 + Penalty 3104.127093 = -1707874.630663
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 40 (264886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8800.700000 sec): 2 clusters
  Score: Raw -28055325.840283 + Penalty 2029.146409 = -28053296.693874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8802.240000 sec): 3 clusters
  Score: Raw -27878511.293718 + Penalty 4058.292818 = -27874453.000901
  nChanged 129061
		SP:Iteration 1F (8803.730000 sec): 3 clusters
  Score: Raw -27958997.289387 + Penalty 4058.292818 = -27954938.996569
  nChanged 11771
		SP:Iteration 2Q (8805.270000 sec): 3 clusters
  Score: Raw -27963738.589307 + Penalty 4058.292818 = -27959680.296489
  nChanged 13506
		SP:Iteration 3F (8806.730000 sec): 3 clusters
  Score: Raw -27970060.944101 + Penalty 4058.292818 = -27966002.651283
  nChanged 15157
		SP:Iteration 4F (8808.320000 sec): 3 clusters
  Score: Raw -27978131.876176 + Penalty 4058.292818 = -27974073.583359
  nChanged 16162
		SP:Iteration 5F (8809.890000 sec): 3 clusters
  Score: Raw -27987538.673167 + Penalty 4058.292818 = -27983480.380349
  nChanged 16636
		SP:Iteration 6F (8811.390000 sec): 3 clusters
  Score: Raw -27997997.294997 + Penalty 4058.292818 = -27993939.002180
  nChanged 15635
		SP:Iteration 7F (8812.770000 sec): 3 clusters
  Score: Raw -28008202.105602 + Penalty 4058.292818 = -28004143.812784
  nChanged 13573
		SP:Iteration 8F (8814.280000 sec): 3 clusters
  Score: Raw -28016799.255922 + Penalty 4058.292818 = -28012740.963104
  nChanged 11259
		SP:Iteration 9Q (8815.790000 sec): 3 clusters
  Score: Raw -28023007.819197 + Penalty 4058.292818 = -28018949.526379
  nChanged 8553
		SP:Iteration 10Q (8817.170000 sec): 3 clusters
  Score: Raw -28026662.527242 + Penalty 4058.292818 = -28022604.234424
  nChanged 6253
		SP:Iteration 11Q (8818.490000 sec): 3 clusters
  Score: Raw -28028753.552324 + Penalty 4058.292818 = -28024695.259506
  nChanged 4726
		SP:Iteration 12Q (8819.970000 sec): 3 clusters
  Score: Raw -28030145.958404 + Penalty 4058.292818 = -28026087.665586
  nChanged 4051
		SP:Iteration 13Q (8821.400000 sec): 3 clusters
  Score: Raw -28031294.073929 + Penalty 4058.292818 = -28027235.781111
  nChanged 3786
		SP:Iteration 14Q (8822.940000 sec): 3 clusters
  Score: Raw -28032368.569658 + Penalty 4058.292818 = -28028310.276841
  nChanged 3742
		SP:Iteration 15Q (8824.380000 sec): 3 clusters
  Score: Raw -28033471.839770 + Penalty 4058.292818 = -28029413.546953
  nChanged 3861
		SP:Iteration 16Q (8825.920000 sec): 3 clusters
  Score: Raw -28034674.131104 + Penalty 4058.292818 = -28030615.838287
  nChanged 3942
		SP:Iteration 17Q (8827.340000 sec): 3 clusters
  Score: Raw -28035968.574798 + Penalty 4058.292818 = -28031910.281981
  nChanged 3955
		SP:Iteration 18Q (8828.650000 sec): 3 clusters
  Score: Raw -28037342.384314 + Penalty 4058.292818 = -28033284.091496
  nChanged 4059
		SP:Iteration 19Q (8830.000000 sec): 3 clusters
  Score: Raw -28038796.667830 + Penalty 4058.292818 = -28034738.375012
  nChanged 3942
		SP:Iteration 20F (8831.560000 sec): 3 clusters
  Score: Raw -28040267.201618 + Penalty 4058.292818 = -28036208.908800
  nChanged 3882
		SP:Iteration 21Q (8833.020000 sec): 3 clusters
  Score: Raw -28041806.249776 + Penalty 4058.292818 = -28037747.956958
  nChanged 3893
		SP:Iteration 22Q (8834.370000 sec): 3 clusters
  Score: Raw -28043455.048984 + Penalty 4058.292818 = -28039396.756166
  nChanged 3780
		SP:Iteration 23Q (8835.910000 sec): 3 clusters
  Score: Raw -28045142.025954 + Penalty 4058.292818 = -28041083.733136
  nChanged 3609
		SP:Iteration 24Q (8837.330000 sec): 3 clusters
  Score: Raw -28046830.725633 + Penalty 4058.292818 = -28042772.432816
  nChanged 3367
		SP:Iteration 25Q (8838.870000 sec): 3 clusters
  Score: Raw -28048475.130483 + Penalty 4058.292818 = -28044416.837666
  nChanged 3098
		SP:Iteration 26Q (8840.230000 sec): 3 clusters
  Score: Raw -28050034.169287 + Penalty 4058.292818 = -28045975.876469
  nChanged 2749
		SP:Iteration 27Q (8841.450000 sec): 3 clusters
  Score: Raw -28051445.365394 + Penalty 4058.292818 = -28047387.072576
  nChanged 2363
		SP:Iteration 28Q (8842.670000 sec): 3 clusters
  Score: Raw -28052666.084562 + Penalty 4058.292818 = -28048607.791744
  nChanged 1944
		SP:Iteration 29Q (8844.000000 sec): 3 clusters
  Score: Raw -28053672.558794 + Penalty 4058.292818 = -28049614.265976
  nChanged 1578
		SP:Iteration 30Q (8845.110000 sec): 3 clusters
  Score: Raw -28054481.408616 + Penalty 4058.292818 = -28050423.115799
  nChanged 1197
		SP:Iteration 31Q (8846.250000 sec): 3 clusters
  Score: Raw -28055055.201768 + Penalty 4058.292818 = -28050996.908950
  nChanged 950
		SP:Iteration 32Q (8847.530000 sec): 3 clusters
  Score: Raw -28055510.056495 + Penalty 4058.292818 = -28051451.763677
  nChanged 719
		SP:Iteration 33Q (8848.790000 sec): 3 clusters
  Score: Raw -28055820.920372 + Penalty 4058.292818 = -28051762.627555
  nChanged 510
		SP:Iteration 34Q (8850.060000 sec): 3 clusters
  Score: Raw -28056020.319773 + Penalty 4058.292818 = -28051962.026955
  nChanged 409
		SP:Iteration 35Q (8851.240000 sec): 3 clusters
  Score: Raw -28056172.551721 + Penalty 4058.292818 = -28052114.258903
  nChanged 331
		SP:Iteration 36Q (8852.480000 sec): 3 clusters
  Score: Raw -28056289.913719 + Penalty 4058.292818 = -28052231.620901
  nChanged 246
		SP:Iteration 37Q (8853.630000 sec): 3 clusters
  Score: Raw -28056373.433822 + Penalty 4058.292818 = -28052315.141004
  nChanged 194
		SP:Iteration 38Q (8854.830000 sec): 3 clusters
  Score: Raw -28056433.299958 + Penalty 4058.292818 = -28052375.007140
  nChanged 153
		SP:Iteration 39Q (8856.050000 sec): 3 clusters
  Score: Raw -28056472.416302 + Penalty 4058.292818 = -28052414.123484
  nChanged 117
		SP:Iteration 40F (8857.480000 sec): 3 clusters
  Score: Raw -28056501.302232 + Penalty 4058.292818 = -28052443.009414
  nChanged 82
		SP:Iteration 41Q (8858.760000 sec): 3 clusters
  Score: Raw -28056519.478257 + Penalty 4058.292818 = -28052461.185440
  nChanged 62
		SP:Iteration 42Q (8860.180000 sec): 3 clusters
  Score: Raw -28056532.814582 + Penalty 4058.292818 = -28052474.521764
  nChanged 60
		SP:Iteration 43Q (8861.440000 sec): 3 clusters
  Score: Raw -28056544.559543 + Penalty 4058.292818 = -28052486.266725
  nChanged 50
		SP:Iteration 44Q (8862.720000 sec): 3 clusters
  Score: Raw -28056553.578841 + Penalty 4058.292818 = -28052495.286023
  nChanged 46
		SP:Iteration 45Q (8864.100000 sec): 3 clusters
  Score: Raw -28056562.562234 + Penalty 4058.292818 = -28052504.269416
  nChanged 44
		SP:Iteration 46Q (8865.470000 sec): 3 clusters
  Score: Raw -28056572.312439 + Penalty 4058.292818 = -28052514.019622
  nChanged 49
		SP:Iteration 47Q (8866.680000 sec): 3 clusters
  Score: Raw -28056584.924925 + Penalty 4058.292818 = -28052526.632108
  nChanged 56
		SP:Iteration 48Q (8867.830000 sec): 3 clusters
  Score: Raw -28056595.950084 + Penalty 4058.292818 = -28052537.657266
  nChanged 48
		SP:Iteration 49Q (8869.090000 sec): 3 clusters
  Score: Raw -28056605.762580 + Penalty 4058.292818 = -28052547.469762
  nChanged 43
		SP:Iteration 50Q (8870.430000 sec): 3 clusters
  Score: Raw -28056614.750194 + Penalty 4058.292818 = -28052556.457376
  nChanged 41
		SP:Iteration 51Q (8871.680000 sec): 3 clusters
  Score: Raw -28056622.100881 + Penalty 4058.292818 = -28052563.808063
  nChanged 30
		SP:Iteration 52Q (8872.920000 sec): 3 clusters
  Score: Raw -28056627.201941 + Penalty 4058.292818 = -28052568.909123
  nChanged 26
		SP:Iteration 53Q (8874.170000 sec): 3 clusters
  Score: Raw -28056631.137533 + Penalty 4058.292818 = -28052572.844715
  nChanged 19
		SP:Iteration 54Q (8875.310000 sec): 3 clusters
  Score: Raw -28056634.200343 + Penalty 4058.292818 = -28052575.907525
  nChanged 13
		SP:Iteration 55Q (8876.470000 sec): 3 clusters
  Score: Raw -28056636.545474 + Penalty 4058.292818 = -28052578.252656
  nChanged 17
		SP:Iteration 56Q (8877.830000 sec): 3 clusters
  Score: Raw -28056639.165762 + Penalty 4058.292818 = -28052580.872944
  nChanged 19
		SP:Iteration 57Q (8879.040000 sec): 3 clusters
  Score: Raw -28056641.476828 + Penalty 4058.292818 = -28052583.184011
  nChanged 18
		SP:Iteration 58Q (8880.240000 sec): 3 clusters
  Score: Raw -28056643.957347 + Penalty 4058.292818 = -28052585.664529
  nChanged 17
		SP:Iteration 59Q (8881.390000 sec): 3 clusters
  Score: Raw -28056646.312012 + Penalty 4058.292818 = -28052588.019195
  nChanged 11
		SP:Iteration 60F (8883.050000 sec): 3 clusters
  Score: Raw -28056647.986684 + Penalty 4058.292818 = -28052589.693866
  nChanged 9
		SP:Iteration 61Q (8884.900000 sec): 3 clusters
  Score: Raw -28056649.163824 + Penalty 4058.292818 = -28052590.871006
  nChanged 11
		SP:Iteration 62Q (8886.430000 sec): 3 clusters
  Score: Raw -28056650.557854 + Penalty 4058.292818 = -28052592.265036
  nChanged 8
		SP:Iteration 63Q (8888.160000 sec): 3 clusters
  Score: Raw -28056651.264911 + Penalty 4058.292818 = -28052592.972093
  nChanged 7
		SP:Iteration 64Q (8889.770000 sec): 3 clusters
  Score: Raw -28056651.909150 + Penalty 4058.292818 = -28052593.616333
  nChanged 4
		SP:Iteration 65Q (8891.390000 sec): 3 clusters
  Score: Raw -28056652.289358 + Penalty 4058.292818 = -28052593.996541
  nChanged 6
		SP:Iteration 66Q (8892.770000 sec): 3 clusters
  Score: Raw -28056653.129940 + Penalty 4058.292818 = -28052594.837123
  nChanged 7
		SP:Iteration 67Q (8894.080000 sec): 3 clusters
  Score: Raw -28056653.797674 + Penalty 4058.292818 = -28052595.504856
  nChanged 7
		SP:Iteration 68Q (8895.330000 sec): 3 clusters
  Score: Raw -28056654.649763 + Penalty 4058.292818 = -28052596.356945
  nChanged 8
		SP:Iteration 69Q (8896.420000 sec): 3 clusters
  Score: Raw -28056655.632532 + Penalty 4058.292818 = -28052597.339714
  nChanged 4
		SP:Iteration 70Q (8897.500000 sec): 3 clusters
  Score: Raw -28056655.922611 + Penalty 4058.292818 = -28052597.629793
  nChanged 1
		SP:Iteration 71Q (8898.590000 sec): 3 clusters
  Score: Raw -28056655.974399 + Penalty 4058.292818 = -28052597.681581
  nChanged 1
		SP:Iteration 72Q (8899.710000 sec): 3 clusters
  Score: Raw -28056656.088197 + Penalty 4058.292818 = -28052597.795379
  nChanged 0
		SP:Iteration 73F (8900.950000 sec): 3 clusters
  Score: Raw -28056656.088197 + Penalty 4058.292818 = -28052597.795379
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 41 (825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8901.170000 sec): 2 clusters
  Score: Raw -87178.335532 + Penalty 1091.249800 = -86087.085732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8901.390000 sec): 3 clusters
  Score: Raw -87089.776426 + Penalty 2182.499601 = -84907.276825
  nChanged 267
		SP:Iteration 1F (8901.630000 sec): 3 clusters
  Score: Raw -87834.969211 + Penalty 2182.499601 = -85652.469610
  nChanged 130
		SP:Iteration 2F (8901.780000 sec): 3 clusters
  Score: Raw -88482.342037 + Penalty 2182.499601 = -86299.842436
  nChanged 61
		SP:Iteration 3F (8902.010000 sec): 3 clusters
  Score: Raw -88907.516442 + Penalty 2182.499601 = -86725.016841
  nChanged 29
		SP:Iteration 4Q (8902.230000 sec): 3 clusters
  Score: Raw -89137.264431 + Penalty 2182.499601 = -86954.764831
  nChanged 24
		SP:Iteration 5Q (8902.410000 sec): 3 clusters
  Score: Raw -89676.664432 + Penalty 2182.499601 = -87494.164831
  nChanged 9
		SP:Iteration 6Q (8902.650000 sec): 3 clusters
  Score: Raw -89857.549930 + Penalty 2182.499601 = -87675.050329
  nChanged 6
		SP:Iteration 7Q (8902.820000 sec): 3 clusters
  Score: Raw -89891.796200 + Penalty 2182.499601 = -87709.296599
  nChanged 5
		SP:Iteration 8Q (8902.980000 sec): 3 clusters
  Score: Raw -89939.114376 + Penalty 2182.499601 = -87756.614776
  nChanged 12
		SP:Iteration 9Q (8903.170000 sec): 3 clusters
  Score: Raw -90476.328382 + Penalty 2182.499601 = -88293.828781
  nChanged 5
		SP:Iteration 10Q (8903.340000 sec): 3 clusters
  Score: Raw -90945.954529 + Penalty 2182.499601 = -88763.454928
  nChanged 0
		SP:Iteration 11F (8903.510000 sec): 3 clusters
  Score: Raw -90945.954529 + Penalty 2182.499601 = -88763.454928
  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 11.19 GB.

 Trying to split cluster 42 (447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8903.670000 sec): 2 clusters
  Score: Raw -43488.216342 + Penalty 991.665772 = -42496.550570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8903.820000 sec): 3 clusters
  Score: Raw -43515.770383 + Penalty 1983.331543 = -41532.438840
  nChanged 105
		SP:Iteration 1F (8904.050000 sec): 3 clusters
  Score: Raw -43793.406240 + Penalty 1983.331543 = -41810.074697
  nChanged 39
		SP:Iteration 2F (8904.260000 sec): 3 clusters
  Score: Raw -43949.088311 + Penalty 1983.331543 = -41965.756768
  nChanged 26
		SP:Iteration 3F (8904.400000 sec): 3 clusters
  Score: Raw -44038.085091 + Penalty 1983.331543 = -42054.753548
  nChanged 14
		SP:Iteration 4Q (8904.600000 sec): 3 clusters
  Score: Raw -44064.929096 + Penalty 1983.331543 = -42081.597553
  nChanged 10
		SP:Iteration 5Q (8904.770000 sec): 3 clusters
  Score: Raw -44087.921549 + Penalty 1983.331543 = -42104.590006
  nChanged 6
		SP:Iteration 6Q (8905.010000 sec): 3 clusters
  Score: Raw -44126.338927 + Penalty 1983.331543 = -42143.007384
  nChanged 12
		SP:Iteration 7Q (8905.220000 sec): 3 clusters
  Score: Raw -44237.760562 + Penalty 1983.331543 = -42254.429018
  nChanged 10
		SP:Iteration 8Q (8905.340000 sec): 3 clusters
  Score: Raw -44428.265247 + Penalty 1983.331543 = -42444.933704
  nChanged 9
		SP:Iteration 9Q (8905.520000 sec): 3 clusters
  Score: Raw -44713.766894 + Penalty 1983.331543 = -42730.435350
  nChanged 13
		SP:Iteration 10Q (8905.710000 sec): 3 clusters
  Score: Raw -44755.557954 + Penalty 1983.331543 = -42772.226410
  nChanged 7
		SP:Iteration 11Q (8905.920000 sec): 3 clusters
  Score: Raw -44780.560082 + Penalty 1983.331543 = -42797.228539
  nChanged 4
		SP:Iteration 12Q (8906.110000 sec): 3 clusters
  Score: Raw -44799.933841 + Penalty 1983.331543 = -42816.602297
  nChanged 0
		SP:Iteration 13F (8906.260000 sec): 3 clusters
  Score: Raw -44799.933841 + Penalty 1983.331543 = -42816.602297
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Iteration 99Q (8980.070000 sec): 50 clusters
  Score: Raw -169034372.211048 + Penalty 113509.301697 = -168920862.909350
  nChanged 4927
Iteration 100F (9115.150000 sec): 50 clusters
  Score: Raw -169035344.827344 + Penalty 113509.301697 = -168921835.525647
  nChanged 5194
Iteration 101Q (9202.550000 sec): 50 clusters
  Score: Raw -169036350.789967 + Penalty 113509.301697 = -168922841.488270
  nChanged 5143
Iteration 102Q (9288.470000 sec): 50 clusters
  Score: Raw -169037203.751730 + Penalty 113509.301697 = -168923694.450033
  nChanged 5135
Iteration 103Q (9375.760000 sec): 50 clusters
  Score: Raw -169037984.498930 + Penalty 113509.301697 = -168924475.197233
  nChanged 5082
Iteration 104Q (9456.740000 sec): 50 clusters
  Score: Raw -169038675.939007 + Penalty 113509.301697 = -168925166.637310
  nChanged 5088
Iteration 105Q (9551.420000 sec): 50 clusters
  Score: Raw -169039377.955420 + Penalty 113509.301697 = -168925868.653723
  nChanged 5057
Iteration 106Q (9648.340000 sec): 50 clusters
  Score: Raw -169040060.490052 + Penalty 113509.301697 = -168926551.188354
  nChanged 5016
Iteration 107Q (9743.360000 sec): 50 clusters
  Score: Raw -169040662.777476 + Penalty 113509.301697 = -168927153.475779
  nChanged 4981
Iteration 108Q (9832.560000 sec): 50 clusters
  Score: Raw -169041266.179175 + Penalty 113509.301697 = -168927756.877478
  nChanged 4898
Iteration 109Q (9924.530000 sec): 50 clusters
  Score: Raw -169041817.613812 + Penalty 113509.301697 = -168928308.312115
  nChanged 4952
Iteration 110Q (10012.480000 sec): 50 clusters
  Score: Raw -169042421.657452 + Penalty 113509.301697 = -168928912.355755
  nChanged 4887
Iteration 111Q (10099.200000 sec): 50 clusters
  Score: Raw -169043003.057239 + Penalty 113509.301697 = -168929493.755542
  nChanged 4762
Iteration 112Q (10170.900000 sec): 50 clusters
  Score: Raw -169043527.816565 + Penalty 113509.301697 = -168930018.514868
  nChanged 4809
Iteration 113Q (10245.420000 sec): 50 clusters
  Score: Raw -169044017.528099 + Penalty 113509.301697 = -168930508.226402
  nChanged 4787
Iteration 114Q (10315.150000 sec): 50 clusters
  Score: Raw -169044489.609296 + Penalty 113509.301697 = -168930980.307598
  nChanged 4530
Iteration 115Q (10388.600000 sec): 50 clusters
  Score: Raw -169044930.176965 + Penalty 113509.301697 = -168931420.875268
  nChanged 4398
Iteration 116Q (10465.060000 sec): 50 clusters
  Score: Raw -169045354.691802 + Penalty 113509.301697 = -168931845.390104
  nChanged 4455
Iteration 117Q (10539.330000 sec): 50 clusters
  Score: Raw -169045765.518121 + Penalty 113509.301697 = -168932256.216424
  nChanged 4450
Iteration 118Q (10609.810000 sec): 50 clusters
  Score: Raw -169046147.614631 + Penalty 113509.301697 = -168932638.312934
  nChanged 4303
Iteration 119Q (10684.710000 sec): 50 clusters
  Score: Raw -169046497.047024 + Penalty 113509.301697 = -168932987.745327
  nChanged 4109
Iteration 120F (10820.690000 sec): 50 clusters
  Score: Raw -169046825.371175 + Penalty 113509.301697 = -168933316.069478
  nChanged 3957
Iteration 121Q (10902.120000 sec): 50 clusters
  Score: Raw -169047134.819844 + Penalty 113509.301697 = -168933625.518147
  nChanged 3916
Iteration 122Q (10980.040000 sec): 50 clusters
  Score: Raw -169047418.364795 + Penalty 113509.301697 = -168933909.063098
  nChanged 3815
Iteration 123Q (11061.870000 sec): 50 clusters
  Score: Raw -169047695.372446 + Penalty 113509.301697 = -168934186.070749
  nChanged 3857
Iteration 124Q (11140.270000 sec): 50 clusters
  Score: Raw -169047959.055487 + Penalty 113509.301697 = -168934449.753790
  nChanged 3657
Iteration 125Q (11221.090000 sec): 50 clusters
  Score: Raw -169048202.977751 + Penalty 113509.301697 = -168934693.676054
  nChanged 3478
Iteration 126Q (11304.650000 sec): 50 clusters
  Score: Raw -169048428.422321 + Penalty 113509.301697 = -168934919.120624
  nChanged 3244
Iteration 127Q (11387.410000 sec): 50 clusters
  Score: Raw -169048607.956021 + Penalty 113509.301697 = -168935098.654323
  nChanged 3014
Iteration 128Q (11467.550000 sec): 50 clusters
  Score: Raw -169048759.525779 + Penalty 113509.301697 = -168935250.224082
  nChanged 2827
Iteration 129Q (11550.940000 sec): 50 clusters
  Score: Raw -169048894.143849 + Penalty 113509.301697 = -168935384.842152
  nChanged 2657
Iteration 130Q (11629.640000 sec): 50 clusters
  Score: Raw -169049014.948972 + Penalty 113509.301697 = -168935505.647274
  nChanged 2593
Iteration 131Q (11711.320000 sec): 50 clusters
  Score: Raw -169049131.382350 + Penalty 113509.301697 = -168935622.080653
  nChanged 2400
Iteration 132Q (11791.570000 sec): 50 clusters
  Score: Raw -169049242.529726 + Penalty 113509.301697 = -168935733.228028
  nChanged 2358
Iteration 133Q (11875.880000 sec): 50 clusters
  Score: Raw -169049347.503138 + Penalty 113509.301697 = -168935838.201441
  nChanged 2276
Iteration 134Q (11950.510000 sec): 50 clusters
  Score: Raw -169049445.857009 + Penalty 113509.301697 = -168935936.555312
  nChanged 2275
Iteration 135Q (12018.450000 sec): 50 clusters
  Score: Raw -169049538.326525 + Penalty 113509.301697 = -168936029.024827
  nChanged 2117
Iteration 136Q (12104.200000 sec): 50 clusters
  Score: Raw -169049623.011217 + Penalty 113509.301697 = -168936113.709519
  nChanged 2029
Iteration 137Q (12184.560000 sec): 50 clusters
  Score: Raw -169049703.914128 + Penalty 113509.301697 = -168936194.612431
  nChanged 2022
Iteration 138Q (12260.230000 sec): 50 clusters
  Score: Raw -169049781.254305 + Penalty 113509.301697 = -168936271.952608
  nChanged 1938
Writing temp clu file 
Because OldScore, -168936194.612431, is greater than current (better) Score,-168936271.952608 
 Compute initial score before splitting:   Score: Raw -169049781.254305 + Penalty 113509.301697 = -168936271.952608
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (29721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12260.920000 sec): 2 clusters
  Score: Raw -2899501.043390 + Penalty 1673.686486 = -2897827.356904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12261.250000 sec): 3 clusters
  Score: Raw -2881027.351261 + Penalty 3347.372972 = -2877679.978288
  nChanged 13711
		SP:Iteration 1F (12261.590000 sec): 3 clusters
  Score: Raw -2889402.380250 + Penalty 3347.372972 = -2886055.007278
  nChanged 1892
		SP:Iteration 2F (12261.900000 sec): 3 clusters
  Score: Raw -2890387.501286 + Penalty 3347.372972 = -2887040.128314
  nChanged 1958
		SP:Iteration 3F (12262.240000 sec): 3 clusters
  Score: Raw -2891592.786792 + Penalty 3347.372972 = -2888245.413820
  nChanged 2033
		SP:Iteration 4F (12262.560000 sec): 3 clusters
  Score: Raw -2892936.141131 + Penalty 3347.372972 = -2889588.768159
  nChanged 1895
		SP:Iteration 5F (12262.860000 sec): 3 clusters
  Score: Raw -2894198.644955 + Penalty 3347.372972 = -2890851.271982
  nChanged 1656
		SP:Iteration 6F (12263.190000 sec): 3 clusters
  Score: Raw -2895282.334567 + Penalty 3347.372972 = -2891934.961595
  nChanged 1398
		SP:Iteration 7Q (12263.500000 sec): 3 clusters
  Score: Raw -2896144.095831 + Penalty 3347.372972 = -2892796.722859
  nChanged 1165
		SP:Iteration 8Q (12263.900000 sec): 3 clusters
  Score: Raw -2896787.901600 + Penalty 3347.372972 = -2893440.528628
  nChanged 899
		SP:Iteration 9Q (12264.220000 sec): 3 clusters
  Score: Raw -2897204.551609 + Penalty 3347.372972 = -2893857.178637
  nChanged 657
		SP:Iteration 10Q (12264.640000 sec): 3 clusters
  Score: Raw -2897458.636175 + Penalty 3347.372972 = -2894111.263202
  nChanged 533
		SP:Iteration 11Q (12264.970000 sec): 3 clusters
  Score: Raw -2897638.219347 + Penalty 3347.372972 = -2894290.846374
  nChanged 428
		SP:Iteration 12Q (12265.250000 sec): 3 clusters
  Score: Raw -2897778.560987 + Penalty 3347.372972 = -2894431.188014
  nChanged 403
		SP:Iteration 13Q (12265.580000 sec): 3 clusters
  Score: Raw -2897902.199183 + Penalty 3347.372972 = -2894554.826211
  nChanged 376
		SP:Iteration 14Q (12265.890000 sec): 3 clusters
  Score: Raw -2898011.205788 + Penalty 3347.372972 = -2894663.832816
  nChanged 345
		SP:Iteration 15Q (12266.170000 sec): 3 clusters
  Score: Raw -2898112.978569 + Penalty 3347.372972 = -2894765.605597
  nChanged 340
		SP:Iteration 16Q (12266.480000 sec): 3 clusters
  Score: Raw -2898206.648944 + Penalty 3347.372972 = -2894859.275972
  nChanged 300
		SP:Iteration 17Q (12266.840000 sec): 3 clusters
  Score: Raw -2898283.176360 + Penalty 3347.372972 = -2894935.803388
  nChanged 293
		SP:Iteration 18Q (12267.190000 sec): 3 clusters
  Score: Raw -2898358.805726 + Penalty 3347.372972 = -2895011.432754
  nChanged 303
		SP:Iteration 19Q (12267.520000 sec): 3 clusters
  Score: Raw -2898437.375724 + Penalty 3347.372972 = -2895090.002751
  nChanged 276
		SP:Iteration 20F (12267.840000 sec): 3 clusters
  Score: Raw -2898506.201357 + Penalty 3347.372972 = -2895158.828385
  nChanged 256
		SP:Iteration 21Q (12268.150000 sec): 3 clusters
  Score: Raw -2898570.117565 + Penalty 3347.372972 = -2895222.744593
  nChanged 265
		SP:Iteration 22Q (12268.490000 sec): 3 clusters
  Score: Raw -2898647.329210 + Penalty 3347.372972 = -2895299.956237
  nChanged 281
		SP:Iteration 23Q (12268.800000 sec): 3 clusters
  Score: Raw -2898731.844383 + Penalty 3347.372972 = -2895384.471410
  nChanged 260
		SP:Iteration 24Q (12269.090000 sec): 3 clusters
  Score: Raw -2898807.843264 + Penalty 3347.372972 = -2895460.470292
  nChanged 254
		SP:Iteration 25Q (12269.400000 sec): 3 clusters
  Score: Raw -2898882.611089 + Penalty 3347.372972 = -2895535.238117
  nChanged 243
		SP:Iteration 26Q (12269.710000 sec): 3 clusters
  Score: Raw -2898959.791685 + Penalty 3347.372972 = -2895612.418713
  nChanged 240
		SP:Iteration 27Q (12270.060000 sec): 3 clusters
  Score: Raw -2899036.865245 + Penalty 3347.372972 = -2895689.492273
  nChanged 239
		SP:Iteration 28Q (12270.370000 sec): 3 clusters
  Score: Raw -2899109.870572 + Penalty 3347.372972 = -2895762.497600
  nChanged 235
		SP:Iteration 29Q (12270.700000 sec): 3 clusters
  Score: Raw -2899191.403474 + Penalty 3347.372972 = -2895844.030502
  nChanged 256
		SP:Iteration 30Q (12270.960000 sec): 3 clusters
  Score: Raw -2899291.121191 + Penalty 3347.372972 = -2895943.748218
  nChanged 238
		SP:Iteration 31Q (12271.260000 sec): 3 clusters
  Score: Raw -2899382.127845 + Penalty 3347.372972 = -2896034.754872
  nChanged 220
		SP:Iteration 32Q (12271.560000 sec): 3 clusters
  Score: Raw -2899463.717012 + Penalty 3347.372972 = -2896116.344039
  nChanged 194
		SP:Iteration 33Q (12271.870000 sec): 3 clusters
  Score: Raw -2899533.645890 + Penalty 3347.372972 = -2896186.272918
  nChanged 162
		SP:Iteration 34Q (12272.150000 sec): 3 clusters
  Score: Raw -2899590.544990 + Penalty 3347.372972 = -2896243.172018
  nChanged 130
		SP:Iteration 35Q (12272.480000 sec): 3 clusters
  Score: Raw -2899635.809545 + Penalty 3347.372972 = -2896288.436572
  nChanged 123
		SP:Iteration 36Q (12272.780000 sec): 3 clusters
  Score: Raw -2899685.975327 + Penalty 3347.372972 = -2896338.602354
  nChanged 131
		SP:Iteration 37Q (12273.060000 sec): 3 clusters
  Score: Raw -2899740.510692 + Penalty 3347.372972 = -2896393.137719
  nChanged 111
		SP:Iteration 38Q (12273.350000 sec): 3 clusters
  Score: Raw -2899784.514401 + Penalty 3347.372972 = -2896437.141429
  nChanged 88
		SP:Iteration 39Q (12273.700000 sec): 3 clusters
  Score: Raw -2899811.976723 + Penalty 3347.372972 = -2896464.603751
  nChanged 72
		SP:Iteration 40F (12273.960000 sec): 3 clusters
  Score: Raw -2899840.543781 + Penalty 3347.372972 = -2896493.170809
  nChanged 71
		SP:Iteration 41Q (12274.310000 sec): 3 clusters
  Score: Raw -2899866.526639 + Penalty 3347.372972 = -2896519.153667
  nChanged 64
		SP:Iteration 42Q (12274.590000 sec): 3 clusters
  Score: Raw -2899890.521691 + Penalty 3347.372972 = -2896543.148719
  nChanged 61
		SP:Iteration 43Q (12274.910000 sec): 3 clusters
  Score: Raw -2899912.447874 + Penalty 3347.372972 = -2896565.074901
  nChanged 52
		SP:Iteration 44Q (12275.220000 sec): 3 clusters
  Score: Raw -2899927.283916 + Penalty 3347.372972 = -2896579.910944
  nChanged 38
		SP:Iteration 45Q (12275.550000 sec): 3 clusters
  Score: Raw -2899938.964815 + Penalty 3347.372972 = -2896591.591843
  nChanged 33
		SP:Iteration 46Q (12275.830000 sec): 3 clusters
  Score: Raw -2899948.656745 + Penalty 3347.372972 = -2896601.283772
  nChanged 31
		SP:Iteration 47Q (12276.090000 sec): 3 clusters
  Score: Raw -2899957.426895 + Penalty 3347.372972 = -2896610.053922
  nChanged 27
		SP:Iteration 48Q (12276.380000 sec): 3 clusters
  Score: Raw -2899964.324998 + Penalty 3347.372972 = -2896616.952026
  nChanged 18
		SP:Iteration 49Q (12276.620000 sec): 3 clusters
  Score: Raw -2899969.803828 + Penalty 3347.372972 = -2896622.430855
  nChanged 25
		SP:Iteration 50Q (12276.900000 sec): 3 clusters
  Score: Raw -2899977.174698 + Penalty 3347.372972 = -2896629.801726
  nChanged 26
		SP:Iteration 51Q (12277.190000 sec): 3 clusters
  Score: Raw -2899985.309063 + Penalty 3347.372972 = -2896637.936091
  nChanged 15
		SP:Iteration 52Q (12277.490000 sec): 3 clusters
  Score: Raw -2899991.025694 + Penalty 3347.372972 = -2896643.652722
  nChanged 20
		SP:Iteration 53Q (12277.790000 sec): 3 clusters
  Score: Raw -2899998.918396 + Penalty 3347.372972 = -2896651.545424
  nChanged 20
		SP:Iteration 54Q (12278.070000 sec): 3 clusters
  Score: Raw -2900006.874411 + Penalty 3347.372972 = -2896659.501438
  nChanged 25
		SP:Iteration 55Q (12278.350000 sec): 3 clusters
  Score: Raw -2900014.719946 + Penalty 3347.372972 = -2896667.346973
  nChanged 22
		SP:Iteration 56Q (12278.650000 sec): 3 clusters
  Score: Raw -2900022.224125 + Penalty 3347.372972 = -2896674.851152
  nChanged 17
		SP:Iteration 57Q (12278.930000 sec): 3 clusters
  Score: Raw -2900028.954295 + Penalty 3347.372972 = -2896681.581322
  nChanged 23
		SP:Iteration 58Q (12279.250000 sec): 3 clusters
  Score: Raw -2900036.888539 + Penalty 3347.372972 = -2896689.515567
  nChanged 20
		SP:Iteration 59Q (12279.530000 sec): 3 clusters
  Score: Raw -2900044.944791 + Penalty 3347.372972 = -2896697.571818
  nChanged 19
		SP:Iteration 60F (12279.860000 sec): 3 clusters
  Score: Raw -2900050.945851 + Penalty 3347.372972 = -2896703.572878
  nChanged 17
		SP:Iteration 61Q (12280.230000 sec): 3 clusters
  Score: Raw -2900055.231240 + Penalty 3347.372972 = -2896707.858268
  nChanged 6
		SP:Iteration 62Q (12280.580000 sec): 3 clusters
  Score: Raw -2900057.550070 + Penalty 3347.372972 = -2896710.177098
  nChanged 4
		SP:Iteration 63Q (12280.880000 sec): 3 clusters
  Score: Raw -2900058.283865 + Penalty 3347.372972 = -2896710.910893
  nChanged 5
		SP:Iteration 64Q (12281.160000 sec): 3 clusters
  Score: Raw -2900059.669708 + Penalty 3347.372972 = -2896712.296735
  nChanged 5
		SP:Iteration 65Q (12281.530000 sec): 3 clusters
  Score: Raw -2900061.195711 + Penalty 3347.372972 = -2896713.822738
  nChanged 4
		SP:Iteration 66Q (12281.850000 sec): 3 clusters
  Score: Raw -2900061.995679 + Penalty 3347.372972 = -2896714.622707
  nChanged 7
		SP:Iteration 67Q (12282.190000 sec): 3 clusters
  Score: Raw -2900064.829951 + Penalty 3347.372972 = -2896717.456979
  nChanged 7
		SP:Iteration 68Q (12282.550000 sec): 3 clusters
  Score: Raw -2900067.706377 + Penalty 3347.372972 = -2896720.333405
  nChanged 5
		SP:Iteration 69Q (12282.920000 sec): 3 clusters
  Score: Raw -2900068.834180 + Penalty 3347.372972 = -2896721.461208
  nChanged 5
		SP:Iteration 70Q (12283.270000 sec): 3 clusters
  Score: Raw -2900070.269477 + Penalty 3347.372972 = -2896722.896504
  nChanged 6
		SP:Iteration 71Q (12283.610000 sec): 3 clusters
  Score: Raw -2900071.904045 + Penalty 3347.372972 = -2896724.531073
  nChanged 7
		SP:Iteration 72Q (12283.950000 sec): 3 clusters
  Score: Raw -2900074.944227 + Penalty 3347.372972 = -2896727.571255
  nChanged 8
		SP:Iteration 73Q (12284.320000 sec): 3 clusters
  Score: Raw -2900078.003002 + Penalty 3347.372972 = -2896730.630029
  nChanged 11
		SP:Iteration 74Q (12284.670000 sec): 3 clusters
  Score: Raw -2900081.787949 + Penalty 3347.372972 = -2896734.414976
  nChanged 18
		SP:Iteration 75Q (12284.980000 sec): 3 clusters
  Score: Raw -2900088.433158 + Penalty 3347.372972 = -2896741.060185
  nChanged 17
		SP:Iteration 76Q (12285.290000 sec): 3 clusters
  Score: Raw -2900093.693707 + Penalty 3347.372972 = -2896746.320734
  nChanged 16
		SP:Iteration 77Q (12285.570000 sec): 3 clusters
  Score: Raw -2900098.808119 + Penalty 3347.372972 = -2896751.435146
  nChanged 15
		SP:Iteration 78Q (12285.830000 sec): 3 clusters
  Score: Raw -2900104.068461 + Penalty 3347.372972 = -2896756.695489
  nChanged 14
		SP:Iteration 79Q (12286.160000 sec): 3 clusters
  Score: Raw -2900109.657684 + Penalty 3347.372972 = -2896762.284712
  nChanged 10
		SP:Iteration 80F (12286.510000 sec): 3 clusters
  Score: Raw -2900114.800670 + Penalty 3347.372972 = -2896767.427698
  nChanged 15
		SP:Iteration 81Q (12286.800000 sec): 3 clusters
  Score: Raw -2900121.183388 + Penalty 3347.372972 = -2896773.810415
  nChanged 15
		SP:Iteration 82Q (12287.170000 sec): 3 clusters
  Score: Raw -2900129.814488 + Penalty 3347.372972 = -2896782.441515
  nChanged 22
		SP:Iteration 83Q (12287.470000 sec): 3 clusters
  Score: Raw -2900139.315966 + Penalty 3347.372972 = -2896791.942994
  nChanged 22
		SP:Iteration 84Q (12287.750000 sec): 3 clusters
  Score: Raw -2900149.656318 + Penalty 3347.372972 = -2896802.283346
  nChanged 15
		SP:Iteration 85Q (12288.050000 sec): 3 clusters
  Score: Raw -2900158.439163 + Penalty 3347.372972 = -2896811.066191
  nChanged 16
		SP:Iteration 86Q (12288.350000 sec): 3 clusters
  Score: Raw -2900164.832512 + Penalty 3347.372972 = -2896817.459540
  nChanged 8
		SP:Iteration 87Q (12288.670000 sec): 3 clusters
  Score: Raw -2900167.215361 + Penalty 3347.372972 = -2896819.842389
  nChanged 4
		SP:Iteration 88Q (12289.040000 sec): 3 clusters
  Score: Raw -2900168.617089 + Penalty 3347.372972 = -2896821.244117
  nChanged 2
		SP:Iteration 89Q (12289.410000 sec): 3 clusters
  Score: Raw -2900169.183281 + Penalty 3347.372972 = -2896821.810309
  nChanged 4
		SP:Iteration 90Q (12289.750000 sec): 3 clusters
  Score: Raw -2900169.899257 + Penalty 3347.372972 = -2896822.526285
  nChanged 1
		SP:Iteration 91Q (12290.130000 sec): 3 clusters
  Score: Raw -2900170.016694 + Penalty 3347.372972 = -2896822.643721
  nChanged 0
		SP:Iteration 92F (12290.470000 sec): 3 clusters
  Score: Raw -2900170.016694 + Penalty 3347.372972 = -2896822.643721
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (86739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12291.000000 sec): 2 clusters
  Score: Raw -9552894.151731 + Penalty 1847.732069 = -9551046.419662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12291.620000 sec): 3 clusters
  Score: Raw -9496727.845167 + Penalty 3695.464139 = -9493032.381028
  nChanged 41216
		SP:Iteration 1F (12292.270000 sec): 3 clusters
  Score: Raw -9520744.354838 + Penalty 3695.464139 = -9517048.890699
  nChanged 3697
		SP:Iteration 2Q (12292.900000 sec): 3 clusters
  Score: Raw -9522222.097631 + Penalty 3695.464139 = -9518526.633493
  nChanged 4374
		SP:Iteration 3F (12293.480000 sec): 3 clusters
  Score: Raw -9524519.713179 + Penalty 3695.464139 = -9520824.249040
  nChanged 5190
		SP:Iteration 4F (12294.100000 sec): 3 clusters
  Score: Raw -9527786.144672 + Penalty 3695.464139 = -9524090.680533
  nChanged 5684
		SP:Iteration 5F (12294.740000 sec): 3 clusters
  Score: Raw -9531844.753711 + Penalty 3695.464139 = -9528149.289573
  nChanged 5857
		SP:Iteration 6F (12295.330000 sec): 3 clusters
  Score: Raw -9536108.195689 + Penalty 3695.464139 = -9532412.731550
  nChanged 5590
		SP:Iteration 7F (12295.950000 sec): 3 clusters
  Score: Raw -9540216.837839 + Penalty 3695.464139 = -9536521.373700
  nChanged 4741
		SP:Iteration 8F (12296.580000 sec): 3 clusters
  Score: Raw -9543676.495211 + Penalty 3695.464139 = -9539981.031072
  nChanged 3787
		SP:Iteration 9Q (12297.210000 sec): 3 clusters
  Score: Raw -9546255.450212 + Penalty 3695.464139 = -9542559.986073
  nChanged 2910
		SP:Iteration 10Q (12297.740000 sec): 3 clusters
  Score: Raw -9548050.175246 + Penalty 3695.464139 = -9544354.711107
  nChanged 2215
		SP:Iteration 11Q (12298.310000 sec): 3 clusters
  Score: Raw -9549270.209492 + Penalty 3695.464139 = -9545574.745353
  nChanged 1634
		SP:Iteration 12Q (12298.890000 sec): 3 clusters
  Score: Raw -9550032.304488 + Penalty 3695.464139 = -9546336.840349
  nChanged 1268
		SP:Iteration 13Q (12299.610000 sec): 3 clusters
  Score: Raw -9550558.558722 + Penalty 3695.464139 = -9546863.094583
  nChanged 1028
		SP:Iteration 14Q (12300.220000 sec): 3 clusters
  Score: Raw -9550933.595533 + Penalty 3695.464139 = -9547238.131395
  nChanged 879
		SP:Iteration 15Q (12300.830000 sec): 3 clusters
  Score: Raw -9551221.915599 + Penalty 3695.464139 = -9547526.451461
  nChanged 777
		SP:Iteration 16Q (12301.370000 sec): 3 clusters
  Score: Raw -9551462.220575 + Penalty 3695.464139 = -9547766.756436
  nChanged 677
		SP:Iteration 17Q (12301.970000 sec): 3 clusters
  Score: Raw -9551653.581162 + Penalty 3695.464139 = -9547958.117023
  nChanged 634
		SP:Iteration 18Q (12302.600000 sec): 3 clusters
  Score: Raw -9551813.121364 + Penalty 3695.464139 = -9548117.657225
  nChanged 543
		SP:Iteration 19Q (12303.190000 sec): 3 clusters
  Score: Raw -9551941.216757 + Penalty 3695.464139 = -9548245.752618
  nChanged 497
		SP:Iteration 20F (12303.790000 sec): 3 clusters
  Score: Raw -9552051.782794 + Penalty 3695.464139 = -9548356.318656
  nChanged 487
		SP:Iteration 21Q (12304.390000 sec): 3 clusters
  Score: Raw -9552163.826091 + Penalty 3695.464139 = -9548468.361952
  nChanged 465
		SP:Iteration 22Q (12304.980000 sec): 3 clusters
  Score: Raw -9552276.634621 + Penalty 3695.464139 = -9548581.170483
  nChanged 436
		SP:Iteration 23Q (12305.510000 sec): 3 clusters
  Score: Raw -9552377.260037 + Penalty 3695.464139 = -9548681.795899
  nChanged 433
		SP:Iteration 24Q (12306.090000 sec): 3 clusters
  Score: Raw -9552478.343746 + Penalty 3695.464139 = -9548782.879607
  nChanged 415
		SP:Iteration 25Q (12306.740000 sec): 3 clusters
  Score: Raw -9552575.814597 + Penalty 3695.464139 = -9548880.350459
  nChanged 395
		SP:Iteration 26Q (12307.350000 sec): 3 clusters
  Score: Raw -9552672.492128 + Penalty 3695.464139 = -9548977.027989
  nChanged 374
		SP:Iteration 27Q (12307.900000 sec): 3 clusters
  Score: Raw -9552765.918683 + Penalty 3695.464139 = -9549070.454544
  nChanged 362
		SP:Iteration 28Q (12308.490000 sec): 3 clusters
  Score: Raw -9552857.563971 + Penalty 3695.464139 = -9549162.099832
  nChanged 323
		SP:Iteration 29Q (12309.060000 sec): 3 clusters
  Score: Raw -9552931.342719 + Penalty 3695.464139 = -9549235.878580
  nChanged 251
		SP:Iteration 30Q (12309.640000 sec): 3 clusters
  Score: Raw -9552983.194594 + Penalty 3695.464139 = -9549287.730455
  nChanged 210
		SP:Iteration 31Q (12310.260000 sec): 3 clusters
  Score: Raw -9553029.369451 + Penalty 3695.464139 = -9549333.905312
  nChanged 200
		SP:Iteration 32Q (12310.900000 sec): 3 clusters
  Score: Raw -9553082.037685 + Penalty 3695.464139 = -9549386.573546
  nChanged 189
		SP:Iteration 33Q (12311.480000 sec): 3 clusters
  Score: Raw -9553129.537227 + Penalty 3695.464139 = -9549434.073089
  nChanged 177
		SP:Iteration 34Q (12312.110000 sec): 3 clusters
  Score: Raw -9553179.460259 + Penalty 3695.464139 = -9549483.996121
  nChanged 175
		SP:Iteration 35Q (12312.720000 sec): 3 clusters
  Score: Raw -9553228.293638 + Penalty 3695.464139 = -9549532.829499
  nChanged 176
		SP:Iteration 36Q (12313.340000 sec): 3 clusters
  Score: Raw -9553275.978548 + Penalty 3695.464139 = -9549580.514409
  nChanged 163
		SP:Iteration 37Q (12313.970000 sec): 3 clusters
  Score: Raw -9553318.666020 + Penalty 3695.464139 = -9549623.201881
  nChanged 155
		SP:Iteration 38Q (12314.500000 sec): 3 clusters
  Score: Raw -9553355.710977 + Penalty 3695.464139 = -9549660.246838
  nChanged 136
		SP:Iteration 39Q (12315.090000 sec): 3 clusters
  Score: Raw -9553388.363562 + Penalty 3695.464139 = -9549692.899423
  nChanged 113
		SP:Iteration 40F (12315.680000 sec): 3 clusters
  Score: Raw -9553412.461929 + Penalty 3695.464139 = -9549716.997791
  nChanged 124
		SP:Iteration 41Q (12316.200000 sec): 3 clusters
  Score: Raw -9553441.876430 + Penalty 3695.464139 = -9549746.412291
  nChanged 112
		SP:Iteration 42Q (12316.800000 sec): 3 clusters
  Score: Raw -9553468.789006 + Penalty 3695.464139 = -9549773.324868
  nChanged 109
		SP:Iteration 43Q (12317.400000 sec): 3 clusters
  Score: Raw -9553498.011473 + Penalty 3695.464139 = -9549802.547334
  nChanged 97
		SP:Iteration 44Q (12317.980000 sec): 3 clusters
  Score: Raw -9553521.451541 + Penalty 3695.464139 = -9549825.987402
  nChanged 76
		SP:Iteration 45Q (12318.580000 sec): 3 clusters
  Score: Raw -9553541.947247 + Penalty 3695.464139 = -9549846.483108
  nChanged 93
		SP:Iteration 46Q (12319.210000 sec): 3 clusters
  Score: Raw -9553564.646682 + Penalty 3695.464139 = -9549869.182543
  nChanged 90
		SP:Iteration 47Q (12319.770000 sec): 3 clusters
  Score: Raw -9553587.954559 + Penalty 3695.464139 = -9549892.490420
  nChanged 77
		SP:Iteration 48Q (12320.350000 sec): 3 clusters
  Score: Raw -9553604.874712 + Penalty 3695.464139 = -9549909.410573
  nChanged 54
		SP:Iteration 49Q (12320.920000 sec): 3 clusters
  Score: Raw -9553616.043605 + Penalty 3695.464139 = -9549920.579466
  nChanged 53
		SP:Iteration 50Q (12321.480000 sec): 3 clusters
  Score: Raw -9553625.423195 + Penalty 3695.464139 = -9549929.959056
  nChanged 51
		SP:Iteration 51Q (12322.040000 sec): 3 clusters
  Score: Raw -9553635.386101 + Penalty 3695.464139 = -9549939.921962
  nChanged 50
		SP:Iteration 52Q (12322.630000 sec): 3 clusters
  Score: Raw -9553646.869992 + Penalty 3695.464139 = -9549951.405854
  nChanged 45
		SP:Iteration 53Q (12323.240000 sec): 3 clusters
  Score: Raw -9553657.850998 + Penalty 3695.464139 = -9549962.386860
  nChanged 46
		SP:Iteration 54Q (12323.850000 sec): 3 clusters
  Score: Raw -9553666.775380 + Penalty 3695.464139 = -9549971.311241
  nChanged 55
		SP:Iteration 55Q (12324.440000 sec): 3 clusters
  Score: Raw -9553677.486479 + Penalty 3695.464139 = -9549982.022340
  nChanged 47
		SP:Iteration 56Q (12324.990000 sec): 3 clusters
  Score: Raw -9553689.534657 + Penalty 3695.464139 = -9549994.070518
  nChanged 45
		SP:Iteration 57Q (12325.670000 sec): 3 clusters
  Score: Raw -9553701.661477 + Penalty 3695.464139 = -9550006.197338
  nChanged 50
		SP:Iteration 58Q (12326.230000 sec): 3 clusters
  Score: Raw -9553714.722765 + Penalty 3695.464139 = -9550019.258626
  nChanged 48
		SP:Iteration 59Q (12326.770000 sec): 3 clusters
  Score: Raw -9553724.177043 + Penalty 3695.464139 = -9550028.712904
  nChanged 39
		SP:Iteration 60F (12327.370000 sec): 3 clusters
  Score: Raw -9553730.915597 + Penalty 3695.464139 = -9550035.451458
  nChanged 26
		SP:Iteration 61Q (12328.010000 sec): 3 clusters
  Score: Raw -9553735.194976 + Penalty 3695.464139 = -9550039.730837
  nChanged 23
		SP:Iteration 62Q (12328.560000 sec): 3 clusters
  Score: Raw -9553739.203410 + Penalty 3695.464139 = -9550043.739271
  nChanged 25
		SP:Iteration 63Q (12329.170000 sec): 3 clusters
  Score: Raw -9553743.365725 + Penalty 3695.464139 = -9550047.901586
  nChanged 27
		SP:Iteration 64Q (12329.770000 sec): 3 clusters
  Score: Raw -9553748.909649 + Penalty 3695.464139 = -9550053.445510
  nChanged 26
		SP:Iteration 65Q (12330.420000 sec): 3 clusters
  Score: Raw -9553755.193783 + Penalty 3695.464139 = -9550059.729644
  nChanged 32
		SP:Iteration 66Q (12330.960000 sec): 3 clusters
  Score: Raw -9553761.475411 + Penalty 3695.464139 = -9550066.011272
  nChanged 39
		SP:Iteration 67Q (12331.500000 sec): 3 clusters
  Score: Raw -9553769.431154 + Penalty 3695.464139 = -9550073.967015
  nChanged 30
		SP:Iteration 68Q (12332.030000 sec): 3 clusters
  Score: Raw -9553776.109459 + Penalty 3695.464139 = -9550080.645320
  nChanged 35
		SP:Iteration 69Q (12332.530000 sec): 3 clusters
  Score: Raw -9553783.999944 + Penalty 3695.464139 = -9550088.535805
  nChanged 38
		SP:Iteration 70Q (12333.040000 sec): 3 clusters
  Score: Raw -9553790.559039 + Penalty 3695.464139 = -9550095.094900
  nChanged 26
		SP:Iteration 71Q (12333.570000 sec): 3 clusters
  Score: Raw -9553795.177827 + Penalty 3695.464139 = -9550099.713689
  nChanged 21
		SP:Iteration 72Q (12334.090000 sec): 3 clusters
  Score: Raw -9553799.498064 + Penalty 3695.464139 = -9550104.033925
  nChanged 20
		SP:Iteration 73Q (12334.650000 sec): 3 clusters
  Score: Raw -9553804.347042 + Penalty 3695.464139 = -9550108.882903
  nChanged 28
		SP:Iteration 74Q (12335.230000 sec): 3 clusters
  Score: Raw -9553811.259551 + Penalty 3695.464139 = -9550115.795412
  nChanged 27
		SP:Iteration 75Q (12335.840000 sec): 3 clusters
  Score: Raw -9553816.663367 + Penalty 3695.464139 = -9550121.199228
  nChanged 28
		SP:Iteration 76Q (12336.400000 sec): 3 clusters
  Score: Raw -9553822.870337 + Penalty 3695.464139 = -9550127.406198
  nChanged 22
		SP:Iteration 77Q (12336.920000 sec): 3 clusters
  Score: Raw -9553828.228150 + Penalty 3695.464139 = -9550132.764012
  nChanged 27
		SP:Iteration 78Q (12337.460000 sec): 3 clusters
  Score: Raw -9553832.718843 + Penalty 3695.464139 = -9550137.254704
  nChanged 28
		SP:Iteration 79Q (12338.010000 sec): 3 clusters
  Score: Raw -9553837.246919 + Penalty 3695.464139 = -9550141.782780
  nChanged 26
		SP:Iteration 80F (12338.570000 sec): 3 clusters
  Score: Raw -9553843.787174 + Penalty 3695.464139 = -9550148.323035
  nChanged 37
		SP:Iteration 81Q (12339.080000 sec): 3 clusters
  Score: Raw -9553850.536417 + Penalty 3695.464139 = -9550155.072278
  nChanged 33
		SP:Iteration 82Q (12339.660000 sec): 3 clusters
  Score: Raw -9553857.760344 + Penalty 3695.464139 = -9550162.296205
  nChanged 30
		SP:Iteration 83Q (12340.270000 sec): 3 clusters
  Score: Raw -9553863.434511 + Penalty 3695.464139 = -9550167.970373
  nChanged 36
		SP:Iteration 84Q (12340.830000 sec): 3 clusters
  Score: Raw -9553870.920370 + Penalty 3695.464139 = -9550175.456232
  nChanged 35
		SP:Iteration 85Q (12341.450000 sec): 3 clusters
  Score: Raw -9553876.556349 + Penalty 3695.464139 = -9550181.092210
  nChanged 23
		SP:Iteration 86Q (12342.000000 sec): 3 clusters
  Score: Raw -9553880.425823 + Penalty 3695.464139 = -9550184.961684
  nChanged 14
		SP:Iteration 87Q (12342.510000 sec): 3 clusters
  Score: Raw -9553882.852168 + Penalty 3695.464139 = -9550187.388029
  nChanged 15
		SP:Iteration 88Q (12343.060000 sec): 3 clusters
  Score: Raw -9553885.535914 + Penalty 3695.464139 = -9550190.071775
  nChanged 20
		SP:Iteration 89Q (12343.600000 sec): 3 clusters
  Score: Raw -9553888.561798 + Penalty 3695.464139 = -9550193.097659
  nChanged 14
		SP:Iteration 90Q (12344.140000 sec): 3 clusters
  Score: Raw -9553890.872485 + Penalty 3695.464139 = -9550195.408346
  nChanged 16
		SP:Iteration 91Q (12344.690000 sec): 3 clusters
  Score: Raw -9553893.308779 + Penalty 3695.464139 = -9550197.844640
  nChanged 14
		SP:Iteration 92Q (12345.280000 sec): 3 clusters
  Score: Raw -9553895.830269 + Penalty 3695.464139 = -9550200.366130
  nChanged 11
		SP:Iteration 93Q (12345.900000 sec): 3 clusters
  Score: Raw -9553897.270661 + Penalty 3695.464139 = -9550201.806522
  nChanged 13
		SP:Iteration 94Q (12346.520000 sec): 3 clusters
  Score: Raw -9553899.844981 + Penalty 3695.464139 = -9550204.380843
  nChanged 12
		SP:Iteration 95Q (12347.140000 sec): 3 clusters
  Score: Raw -9553902.406989 + Penalty 3695.464139 = -9550206.942850
  nChanged 11
		SP:Iteration 96Q (12347.770000 sec): 3 clusters
  Score: Raw -9553905.195574 + Penalty 3695.464139 = -9550209.731436
  nChanged 12
		SP:Iteration 97Q (12348.370000 sec): 3 clusters
  Score: Raw -9553909.092491 + Penalty 3695.464139 = -9550213.628352
  nChanged 19
		SP:Iteration 98Q (12349.000000 sec): 3 clusters
  Score: Raw -9553913.508312 + Penalty 3695.464139 = -9550218.044173
  nChanged 20
		SP:Iteration 99Q (12349.700000 sec): 3 clusters
  Score: Raw -9553918.170811 + Penalty 3695.464139 = -9550222.706672
  nChanged 15
		SP:Iteration 100F (12350.430000 sec): 3 clusters
  Score: Raw -9553920.447467 + Penalty 3695.464139 = -9550224.983329
  nChanged 16
		SP:Iteration 101Q (12351.030000 sec): 3 clusters
  Score: Raw -9553923.301108 + Penalty 3695.464139 = -9550227.836969
  nChanged 9
		SP:Iteration 102Q (12351.690000 sec): 3 clusters
  Score: Raw -9553925.381665 + Penalty 3695.464139 = -9550229.917526
  nChanged 9
		SP:Iteration 103Q (12352.280000 sec): 3 clusters
  Score: Raw -9553926.712339 + Penalty 3695.464139 = -9550231.248200
  nChanged 3
		SP:Iteration 104Q (12352.890000 sec): 3 clusters
  Score: Raw -9553927.517708 + Penalty 3695.464139 = -9550232.053569
  nChanged 6
		SP:Iteration 105Q (12353.590000 sec): 3 clusters
  Score: Raw -9553928.723900 + Penalty 3695.464139 = -9550233.259761
  nChanged 6
		SP:Iteration 106Q (12354.330000 sec): 3 clusters
  Score: Raw -9553929.447189 + Penalty 3695.464139 = -9550233.983050
  nChanged 5
		SP:Iteration 107Q (12355.000000 sec): 3 clusters
  Score: Raw -9553930.072879 + Penalty 3695.464139 = -9550234.608740
  nChanged 3
		SP:Iteration 108Q (12355.690000 sec): 3 clusters
  Score: Raw -9553930.406085 + Penalty 3695.464139 = -9550234.941946
  nChanged 2
		SP:Iteration 109Q (12356.390000 sec): 3 clusters
  Score: Raw -9553930.697978 + Penalty 3695.464139 = -9550235.233839
  nChanged 0
		SP:Iteration 110F (12357.070000 sec): 3 clusters
  Score: Raw -9553930.697978 + Penalty 3695.464139 = -9550235.233839
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (27188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12357.330000 sec): 2 clusters
  Score: Raw -2909628.445116 + Penalty 1659.211284 = -2907969.233832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12357.710000 sec): 3 clusters
  Score: Raw -2892946.289068 + Penalty 3318.422568 = -2889627.866500
  nChanged 12556
		SP:Iteration 1F (12358.040000 sec): 3 clusters
  Score: Raw -2899986.312104 + Penalty 3318.422568 = -2896667.889536
  nChanged 1247
		SP:Iteration 2Q (12358.370000 sec): 3 clusters
  Score: Raw -2900382.397779 + Penalty 3318.422568 = -2897063.975211
  nChanged 1165
		SP:Iteration 3Q (12358.730000 sec): 3 clusters
  Score: Raw -2900760.696207 + Penalty 3318.422568 = -2897442.273639
  nChanged 1081
		SP:Iteration 4Q (12359.060000 sec): 3 clusters
  Score: Raw -2901198.512311 + Penalty 3318.422568 = -2897880.089743
  nChanged 1195
		SP:Iteration 5Q (12359.350000 sec): 3 clusters
  Score: Raw -2901803.306760 + Penalty 3318.422568 = -2898484.884192
  nChanged 1302
		SP:Iteration 6Q (12359.700000 sec): 3 clusters
  Score: Raw -2902603.018465 + Penalty 3318.422568 = -2899284.595896
  nChanged 1443
		SP:Iteration 7F (12359.980000 sec): 3 clusters
  Score: Raw -2903608.442087 + Penalty 3318.422568 = -2900290.019519
  nChanged 1494
		SP:Iteration 8F (12360.340000 sec): 3 clusters
  Score: Raw -2904557.624283 + Penalty 3318.422568 = -2901239.201715
  nChanged 1419
		SP:Iteration 9F (12360.640000 sec): 3 clusters
  Score: Raw -2905360.618324 + Penalty 3318.422568 = -2902042.195756
  nChanged 1189
		SP:Iteration 10Q (12361.030000 sec): 3 clusters
  Score: Raw -2905977.734877 + Penalty 3318.422568 = -2902659.312309
  nChanged 1007
		SP:Iteration 11Q (12361.430000 sec): 3 clusters
  Score: Raw -2906427.591895 + Penalty 3318.422568 = -2903109.169327
  nChanged 812
		SP:Iteration 12Q (12361.760000 sec): 3 clusters
  Score: Raw -2906754.674652 + Penalty 3318.422568 = -2903436.252084
  nChanged 700
		SP:Iteration 13Q (12362.080000 sec): 3 clusters
  Score: Raw -2906999.191894 + Penalty 3318.422568 = -2903680.769326
  nChanged 611
		SP:Iteration 14Q (12362.340000 sec): 3 clusters
  Score: Raw -2907211.270194 + Penalty 3318.422568 = -2903892.847626
  nChanged 559
		SP:Iteration 15Q (12362.680000 sec): 3 clusters
  Score: Raw -2907400.471566 + Penalty 3318.422568 = -2904082.048998
  nChanged 482
		SP:Iteration 16Q (12363.000000 sec): 3 clusters
  Score: Raw -2907560.897042 + Penalty 3318.422568 = -2904242.474474
  nChanged 453
		SP:Iteration 17Q (12363.320000 sec): 3 clusters
  Score: Raw -2907712.257009 + Penalty 3318.422568 = -2904393.834441
  nChanged 470
		SP:Iteration 18Q (12363.640000 sec): 3 clusters
  Score: Raw -2907872.591817 + Penalty 3318.422568 = -2904554.169249
  nChanged 440
		SP:Iteration 19Q (12363.960000 sec): 3 clusters
  Score: Raw -2908008.550658 + Penalty 3318.422568 = -2904690.128090
  nChanged 364
		SP:Iteration 20F (12364.280000 sec): 3 clusters
  Score: Raw -2908102.876280 + Penalty 3318.422568 = -2904784.453712
  nChanged 314
		SP:Iteration 21Q (12364.640000 sec): 3 clusters
  Score: Raw -2908180.812441 + Penalty 3318.422568 = -2904862.389873
  nChanged 291
		SP:Iteration 22Q (12364.940000 sec): 3 clusters
  Score: Raw -2908251.845093 + Penalty 3318.422568 = -2904933.422525
  nChanged 250
		SP:Iteration 23Q (12365.270000 sec): 3 clusters
  Score: Raw -2908304.209851 + Penalty 3318.422568 = -2904985.787283
  nChanged 217
		SP:Iteration 24Q (12365.630000 sec): 3 clusters
  Score: Raw -2908347.636364 + Penalty 3318.422568 = -2905029.213796
  nChanged 225
		SP:Iteration 25Q (12365.970000 sec): 3 clusters
  Score: Raw -2908393.110520 + Penalty 3318.422568 = -2905074.687952
  nChanged 200
		SP:Iteration 26Q (12366.300000 sec): 3 clusters
  Score: Raw -2908431.478173 + Penalty 3318.422568 = -2905113.055605
  nChanged 196
		SP:Iteration 27Q (12366.650000 sec): 3 clusters
  Score: Raw -2908468.698199 + Penalty 3318.422568 = -2905150.275631
  nChanged 204
		SP:Iteration 28Q (12366.990000 sec): 3 clusters
  Score: Raw -2908505.349570 + Penalty 3318.422568 = -2905186.927002
  nChanged 176
		SP:Iteration 29Q (12367.330000 sec): 3 clusters
  Score: Raw -2908536.435966 + Penalty 3318.422568 = -2905218.013398
  nChanged 164
		SP:Iteration 30Q (12367.630000 sec): 3 clusters
  Score: Raw -2908565.165969 + Penalty 3318.422568 = -2905246.743401
  nChanged 196
		SP:Iteration 31Q (12368.030000 sec): 3 clusters
  Score: Raw -2908601.102337 + Penalty 3318.422568 = -2905282.679769
  nChanged 184
		SP:Iteration 32Q (12368.340000 sec): 3 clusters
  Score: Raw -2908631.937361 + Penalty 3318.422568 = -2905313.514793
  nChanged 188
		SP:Iteration 33Q (12368.710000 sec): 3 clusters
  Score: Raw -2908665.066506 + Penalty 3318.422568 = -2905346.643938
  nChanged 167
		SP:Iteration 34Q (12369.010000 sec): 3 clusters
  Score: Raw -2908694.132940 + Penalty 3318.422568 = -2905375.710372
  nChanged 178
		SP:Iteration 35Q (12369.320000 sec): 3 clusters
  Score: Raw -2908726.305143 + Penalty 3318.422568 = -2905407.882575
  nChanged 163
		SP:Iteration 36Q (12369.640000 sec): 3 clusters
  Score: Raw -2908756.637984 + Penalty 3318.422568 = -2905438.215416
  nChanged 158
		SP:Iteration 37Q (12369.950000 sec): 3 clusters
  Score: Raw -2908784.848643 + Penalty 3318.422568 = -2905466.426075
  nChanged 153
		SP:Iteration 38Q (12370.290000 sec): 3 clusters
  Score: Raw -2908807.804641 + Penalty 3318.422568 = -2905489.382073
  nChanged 140
		SP:Iteration 39Q (12370.650000 sec): 3 clusters
  Score: Raw -2908827.186451 + Penalty 3318.422568 = -2905508.763883
  nChanged 125
		SP:Iteration 40F (12370.950000 sec): 3 clusters
  Score: Raw -2908844.172918 + Penalty 3318.422568 = -2905525.750350
  nChanged 117
		SP:Iteration 41Q (12371.350000 sec): 3 clusters
  Score: Raw -2908858.866062 + Penalty 3318.422568 = -2905540.443494
  nChanged 119
		SP:Iteration 42Q (12371.650000 sec): 3 clusters
  Score: Raw -2908875.644045 + Penalty 3318.422568 = -2905557.221477
  nChanged 123
		SP:Iteration 43Q (12371.990000 sec): 3 clusters
  Score: Raw -2908893.819118 + Penalty 3318.422568 = -2905575.396550
  nChanged 112
		SP:Iteration 44Q (12372.320000 sec): 3 clusters
  Score: Raw -2908909.627523 + Penalty 3318.422568 = -2905591.204955
  nChanged 107
		SP:Iteration 45Q (12372.620000 sec): 3 clusters
  Score: Raw -2908926.359358 + Penalty 3318.422568 = -2905607.936790
  nChanged 100
		SP:Iteration 46Q (12372.970000 sec): 3 clusters
  Score: Raw -2908941.537746 + Penalty 3318.422568 = -2905623.115178
  nChanged 107
		SP:Iteration 47Q (12373.330000 sec): 3 clusters
  Score: Raw -2908958.581942 + Penalty 3318.422568 = -2905640.159374
  nChanged 114
		SP:Iteration 48Q (12373.650000 sec): 3 clusters
  Score: Raw -2908976.066466 + Penalty 3318.422568 = -2905657.643898
  nChanged 128
		SP:Iteration 49Q (12374.000000 sec): 3 clusters
  Score: Raw -2909001.408130 + Penalty 3318.422568 = -2905682.985562
  nChanged 148
		SP:Iteration 50Q (12374.360000 sec): 3 clusters
  Score: Raw -2909033.560224 + Penalty 3318.422568 = -2905715.137656
  nChanged 154
		SP:Iteration 51Q (12374.690000 sec): 3 clusters
  Score: Raw -2909066.109458 + Penalty 3318.422568 = -2905747.686890
  nChanged 150
		SP:Iteration 52Q (12375.040000 sec): 3 clusters
  Score: Raw -2909095.324831 + Penalty 3318.422568 = -2905776.902263
  nChanged 150
		SP:Iteration 53Q (12375.410000 sec): 3 clusters
  Score: Raw -2909123.557591 + Penalty 3318.422568 = -2905805.135023
  nChanged 129
		SP:Iteration 54Q (12375.800000 sec): 3 clusters
  Score: Raw -2909147.849286 + Penalty 3318.422568 = -2905829.426718
  nChanged 127
		SP:Iteration 55Q (12376.180000 sec): 3 clusters
  Score: Raw -2909171.779733 + Penalty 3318.422568 = -2905853.357165
  nChanged 143
		SP:Iteration 56Q (12376.570000 sec): 3 clusters
  Score: Raw -2909196.719338 + Penalty 3318.422568 = -2905878.296770
  nChanged 130
		SP:Iteration 57Q (12376.900000 sec): 3 clusters
  Score: Raw -2909221.234362 + Penalty 3318.422568 = -2905902.811794
  nChanged 148
		SP:Iteration 58Q (12377.240000 sec): 3 clusters
  Score: Raw -2909254.162613 + Penalty 3318.422568 = -2905935.740045
  nChanged 154
		SP:Iteration 59Q (12377.600000 sec): 3 clusters
  Score: Raw -2909286.137834 + Penalty 3318.422568 = -2905967.715266
  nChanged 146
		SP:Iteration 60F (12377.920000 sec): 3 clusters
  Score: Raw -2909319.635379 + Penalty 3318.422568 = -2906001.212811
  nChanged 148
		SP:Iteration 61Q (12378.270000 sec): 3 clusters
  Score: Raw -2909351.950321 + Penalty 3318.422568 = -2906033.527753
  nChanged 134
		SP:Iteration 62Q (12378.570000 sec): 3 clusters
  Score: Raw -2909378.205652 + Penalty 3318.422568 = -2906059.783084
  nChanged 117
		SP:Iteration 63Q (12378.930000 sec): 3 clusters
  Score: Raw -2909396.555631 + Penalty 3318.422568 = -2906078.133063
  nChanged 104
		SP:Iteration 64Q (12379.260000 sec): 3 clusters
  Score: Raw -2909412.838782 + Penalty 3318.422568 = -2906094.416214
  nChanged 106
		SP:Iteration 65Q (12379.550000 sec): 3 clusters
  Score: Raw -2909429.714168 + Penalty 3318.422568 = -2906111.291600
  nChanged 104
		SP:Iteration 66Q (12379.820000 sec): 3 clusters
  Score: Raw -2909446.310456 + Penalty 3318.422568 = -2906127.887888
  nChanged 95
		SP:Iteration 67Q (12380.180000 sec): 3 clusters
  Score: Raw -2909459.599762 + Penalty 3318.422568 = -2906141.177194
  nChanged 79
		SP:Iteration 68Q (12380.510000 sec): 3 clusters
  Score: Raw -2909470.475214 + Penalty 3318.422568 = -2906152.052646
  nChanged 84
		SP:Iteration 69Q (12380.820000 sec): 3 clusters
  Score: Raw -2909480.416997 + Penalty 3318.422568 = -2906161.994429
  nChanged 62
		SP:Iteration 70Q (12381.110000 sec): 3 clusters
  Score: Raw -2909486.703098 + Penalty 3318.422568 = -2906168.280530
  nChanged 60
		SP:Iteration 71Q (12381.480000 sec): 3 clusters
  Score: Raw -2909492.340857 + Penalty 3318.422568 = -2906173.918289
  nChanged 53
		SP:Iteration 72Q (12381.780000 sec): 3 clusters
  Score: Raw -2909497.623619 + Penalty 3318.422568 = -2906179.201051
  nChanged 54
		SP:Iteration 73Q (12382.100000 sec): 3 clusters
  Score: Raw -2909502.967276 + Penalty 3318.422568 = -2906184.544708
  nChanged 52
		SP:Iteration 74Q (12382.400000 sec): 3 clusters
  Score: Raw -2909507.390446 + Penalty 3318.422568 = -2906188.967878
  nChanged 52
		SP:Iteration 75Q (12382.690000 sec): 3 clusters
  Score: Raw -2909511.531916 + Penalty 3318.422568 = -2906193.109348
  nChanged 41
		SP:Iteration 76Q (12382.950000 sec): 3 clusters
  Score: Raw -2909514.451652 + Penalty 3318.422568 = -2906196.029084
  nChanged 37
		SP:Iteration 77Q (12383.260000 sec): 3 clusters
  Score: Raw -2909517.108313 + Penalty 3318.422568 = -2906198.685745
  nChanged 38
		SP:Iteration 78Q (12383.610000 sec): 3 clusters
  Score: Raw -2909519.996768 + Penalty 3318.422568 = -2906201.574200
  nChanged 33
		SP:Iteration 79Q (12383.910000 sec): 3 clusters
  Score: Raw -2909522.741068 + Penalty 3318.422568 = -2906204.318500
  nChanged 39
		SP:Iteration 80F (12384.220000 sec): 3 clusters
  Score: Raw -2909525.886912 + Penalty 3318.422568 = -2906207.464344
  nChanged 34
		SP:Iteration 81Q (12384.560000 sec): 3 clusters
  Score: Raw -2909528.463728 + Penalty 3318.422568 = -2906210.041160
  nChanged 26
		SP:Iteration 82Q (12384.900000 sec): 3 clusters
  Score: Raw -2909530.208725 + Penalty 3318.422568 = -2906211.786157
  nChanged 25
		SP:Iteration 83Q (12385.220000 sec): 3 clusters
  Score: Raw -2909531.939331 + Penalty 3318.422568 = -2906213.516763
  nChanged 24
		SP:Iteration 84Q (12385.560000 sec): 3 clusters
  Score: Raw -2909533.343358 + Penalty 3318.422568 = -2906214.920790
  nChanged 22
		SP:Iteration 85Q (12385.890000 sec): 3 clusters
  Score: Raw -2909534.410329 + Penalty 3318.422568 = -2906215.987761
  nChanged 14
		SP:Iteration 86Q (12386.290000 sec): 3 clusters
  Score: Raw -2909535.251910 + Penalty 3318.422568 = -2906216.829342
  nChanged 9
		SP:Iteration 87Q (12386.600000 sec): 3 clusters
  Score: Raw -2909535.729090 + Penalty 3318.422568 = -2906217.306522
  nChanged 14
		SP:Iteration 88Q (12387.000000 sec): 3 clusters
  Score: Raw -2909536.258076 + Penalty 3318.422568 = -2906217.835508
  nChanged 11
		SP:Iteration 89Q (12387.330000 sec): 3 clusters
  Score: Raw -2909536.780748 + Penalty 3318.422568 = -2906218.358180
  nChanged 9
		SP:Iteration 90Q (12387.650000 sec): 3 clusters
  Score: Raw -2909537.144118 + Penalty 3318.422568 = -2906218.721550
  nChanged 9
		SP:Iteration 91Q (12387.990000 sec): 3 clusters
  Score: Raw -2909537.643100 + Penalty 3318.422568 = -2906219.220532
  nChanged 12
		SP:Iteration 92Q (12388.310000 sec): 3 clusters
  Score: Raw -2909538.504646 + Penalty 3318.422568 = -2906220.082078
  nChanged 15
		SP:Iteration 93Q (12388.670000 sec): 3 clusters
  Score: Raw -2909539.631860 + Penalty 3318.422568 = -2906221.209292
  nChanged 18
		SP:Iteration 94Q (12388.990000 sec): 3 clusters
  Score: Raw -2909540.766100 + Penalty 3318.422568 = -2906222.343532
  nChanged 17
		SP:Iteration 95Q (12389.320000 sec): 3 clusters
  Score: Raw -2909542.143506 + Penalty 3318.422568 = -2906223.720938
  nChanged 20
		SP:Iteration 96Q (12389.660000 sec): 3 clusters
  Score: Raw -2909543.789616 + Penalty 3318.422568 = -2906225.367048
  nChanged 27
		SP:Iteration 97Q (12389.980000 sec): 3 clusters
  Score: Raw -2909545.663883 + Penalty 3318.422568 = -2906227.241315
  nChanged 32
		SP:Iteration 98Q (12390.350000 sec): 3 clusters
  Score: Raw -2909548.447554 + Penalty 3318.422568 = -2906230.024986
  nChanged 24
		SP:Iteration 99Q (12390.650000 sec): 3 clusters
  Score: Raw -2909550.270758 + Penalty 3318.422568 = -2906231.848190
  nChanged 29
		SP:Iteration 100F (12391.000000 sec): 3 clusters
  Score: Raw -2909552.413176 + Penalty 3318.422568 = -2906233.990608
  nChanged 30
		SP:Iteration 101Q (12391.300000 sec): 3 clusters
  Score: Raw -2909554.616253 + Penalty 3318.422568 = -2906236.193685
  nChanged 24
		SP:Iteration 102Q (12391.620000 sec): 3 clusters
  Score: Raw -2909556.278842 + Penalty 3318.422568 = -2906237.856274
  nChanged 18
		SP:Iteration 103Q (12391.880000 sec): 3 clusters
  Score: Raw -2909557.268392 + Penalty 3318.422568 = -2906238.845824
  nChanged 17
		SP:Iteration 104Q (12392.180000 sec): 3 clusters
  Score: Raw -2909558.273846 + Penalty 3318.422568 = -2906239.851278
  nChanged 12
		SP:Iteration 105Q (12392.520000 sec): 3 clusters
  Score: Raw -2909558.986903 + Penalty 3318.422568 = -2906240.564335
  nChanged 14
		SP:Iteration 106Q (12392.820000 sec): 3 clusters
  Score: Raw -2909559.768408 + Penalty 3318.422568 = -2906241.345840
  nChanged 15
		SP:Iteration 107Q (12393.150000 sec): 3 clusters
  Score: Raw -2909560.750838 + Penalty 3318.422568 = -2906242.328270
  nChanged 14
		SP:Iteration 108Q (12393.480000 sec): 3 clusters
  Score: Raw -2909561.464083 + Penalty 3318.422568 = -2906243.041515
  nChanged 8
		SP:Iteration 109Q (12393.820000 sec): 3 clusters
  Score: Raw -2909561.852204 + Penalty 3318.422568 = -2906243.429636
  nChanged 7
		SP:Iteration 110Q (12394.070000 sec): 3 clusters
  Score: Raw -2909562.339820 + Penalty 3318.422568 = -2906243.917252
  nChanged 6
		SP:Iteration 111Q (12394.330000 sec): 3 clusters
  Score: Raw -2909562.617302 + Penalty 3318.422568 = -2906244.194734
  nChanged 7
		SP:Iteration 112Q (12394.670000 sec): 3 clusters
  Score: Raw -2909562.998166 + Penalty 3318.422568 = -2906244.575598
  nChanged 11
		SP:Iteration 113Q (12394.970000 sec): 3 clusters
  Score: Raw -2909563.692725 + Penalty 3318.422568 = -2906245.270157
  nChanged 8
		SP:Iteration 114Q (12395.270000 sec): 3 clusters
  Score: Raw -2909564.184819 + Penalty 3318.422568 = -2906245.762251
  nChanged 11
		SP:Iteration 115Q (12395.630000 sec): 3 clusters
  Score: Raw -2909565.075830 + Penalty 3318.422568 = -2906246.653262
  nChanged 13
		SP:Iteration 116Q (12395.930000 sec): 3 clusters
  Score: Raw -2909566.276158 + Penalty 3318.422568 = -2906247.853590
  nChanged 20
		SP:Iteration 117Q (12396.230000 sec): 3 clusters
  Score: Raw -2909567.403895 + Penalty 3318.422568 = -2906248.981327
  nChanged 21
		SP:Iteration 118Q (12396.550000 sec): 3 clusters
  Score: Raw -2909568.882508 + Penalty 3318.422568 = -2906250.459940
  nChanged 34
		SP:Iteration 119Q (12396.870000 sec): 3 clusters
  Score: Raw -2909571.630655 + Penalty 3318.422568 = -2906253.208087
  nChanged 30
		SP:Iteration 120F (12397.240000 sec): 3 clusters
  Score: Raw -2909573.945907 + Penalty 3318.422568 = -2906255.523339
  nChanged 24
		SP:Iteration 121Q (12397.550000 sec): 3 clusters
  Score: Raw -2909575.777078 + Penalty 3318.422568 = -2906257.354510
  nChanged 17
		SP:Iteration 122Q (12397.900000 sec): 3 clusters
  Score: Raw -2909576.868975 + Penalty 3318.422568 = -2906258.446407
  nChanged 21
		SP:Iteration 123Q (12398.190000 sec): 3 clusters
  Score: Raw -2909578.374883 + Penalty 3318.422568 = -2906259.952315
  nChanged 27
		SP:Iteration 124Q (12398.510000 sec): 3 clusters
  Score: Raw -2909580.040328 + Penalty 3318.422568 = -2906261.617760
  nChanged 26
		SP:Iteration 125Q (12398.790000 sec): 3 clusters
  Score: Raw -2909581.755418 + Penalty 3318.422568 = -2906263.332850
  nChanged 27
		SP:Iteration 126Q (12399.070000 sec): 3 clusters
  Score: Raw -2909583.358385 + Penalty 3318.422568 = -2906264.935817
  nChanged 17
		SP:Iteration 127Q (12399.430000 sec): 3 clusters
  Score: Raw -2909584.215559 + Penalty 3318.422568 = -2906265.792991
  nChanged 14
		SP:Iteration 128Q (12399.800000 sec): 3 clusters
  Score: Raw -2909584.908932 + Penalty 3318.422568 = -2906266.486364
  nChanged 20
		SP:Iteration 129Q (12400.120000 sec): 3 clusters
  Score: Raw -2909586.710005 + Penalty 3318.422568 = -2906268.287437
  nChanged 23
		SP:Iteration 130Q (12400.410000 sec): 3 clusters
  Score: Raw -2909589.448361 + Penalty 3318.422568 = -2906271.025793
  nChanged 33
		SP:Iteration 131Q (12400.770000 sec): 3 clusters
  Score: Raw -2909592.587825 + Penalty 3318.422568 = -2906274.165257
  nChanged 31
		SP:Iteration 132Q (12401.020000 sec): 3 clusters
  Score: Raw -2909595.000235 + Penalty 3318.422568 = -2906276.577667
  nChanged 37
		SP:Iteration 133Q (12401.410000 sec): 3 clusters
  Score: Raw -2909598.828484 + Penalty 3318.422568 = -2906280.405916
  nChanged 39
		SP:Iteration 134Q (12401.670000 sec): 3 clusters
  Score: Raw -2909602.203950 + Penalty 3318.422568 = -2906283.781382
  nChanged 40
		SP:Iteration 135Q (12401.970000 sec): 3 clusters
  Score: Raw -2909605.429680 + Penalty 3318.422568 = -2906287.007112
  nChanged 35
		SP:Iteration 136Q (12402.330000 sec): 3 clusters
  Score: Raw -2909609.623681 + Penalty 3318.422568 = -2906291.201113
  nChanged 36
		SP:Iteration 137Q (12402.640000 sec): 3 clusters
  Score: Raw -2909613.258126 + Penalty 3318.422568 = -2906294.835558
  nChanged 47
		SP:Iteration 138Q (12402.950000 sec): 3 clusters
  Score: Raw -2909618.768032 + Penalty 3318.422568 = -2906300.345464
  nChanged 52
		SP:Iteration 139Q (12403.290000 sec): 3 clusters
  Score: Raw -2909624.043529 + Penalty 3318.422568 = -2906305.620960
  nChanged 42
		SP:Iteration 140F (12403.600000 sec): 3 clusters
  Score: Raw -2909628.523230 + Penalty 3318.422568 = -2906310.100662
  nChanged 49
		SP:Iteration 141Q (12403.880000 sec): 3 clusters
  Score: Raw -2909632.793603 + Penalty 3318.422568 = -2906314.371035
  nChanged 36
		SP:Iteration 142Q (12404.170000 sec): 3 clusters
  Score: Raw -2909635.530480 + Penalty 3318.422568 = -2906317.107912
  nChanged 21
		SP:Iteration 143Q (12404.490000 sec): 3 clusters
  Score: Raw -2909636.730516 + Penalty 3318.422568 = -2906318.307948
  nChanged 21
		SP:Iteration 144Q (12404.850000 sec): 3 clusters
  Score: Raw -2909638.149812 + Penalty 3318.422568 = -2906319.727244
  nChanged 18
		SP:Iteration 145Q (12405.140000 sec): 3 clusters
  Score: Raw -2909639.367219 + Penalty 3318.422568 = -2906320.944651
  nChanged 16
		SP:Iteration 146Q (12405.420000 sec): 3 clusters
  Score: Raw -2909640.286498 + Penalty 3318.422568 = -2906321.863930
  nChanged 15
		SP:Iteration 147Q (12405.730000 sec): 3 clusters
  Score: Raw -2909641.317340 + Penalty 3318.422568 = -2906322.894772
  nChanged 17
		SP:Iteration 148Q (12406.090000 sec): 3 clusters
  Score: Raw -2909642.260179 + Penalty 3318.422568 = -2906323.837611
  nChanged 13
		SP:Iteration 149Q (12406.430000 sec): 3 clusters
  Score: Raw -2909643.193582 + Penalty 3318.422568 = -2906324.771014
  nChanged 12
		SP:Iteration 150Q (12406.740000 sec): 3 clusters
  Score: Raw -2909643.921974 + Penalty 3318.422568 = -2906325.499406
  nChanged 15
		SP:Iteration 151Q (12407.040000 sec): 3 clusters
  Score: Raw -2909645.047473 + Penalty 3318.422568 = -2906326.624905
  nChanged 16
		SP:Iteration 152Q (12407.370000 sec): 3 clusters
  Score: Raw -2909645.731884 + Penalty 3318.422568 = -2906327.309316
  nChanged 9
		SP:Iteration 153Q (12407.700000 sec): 3 clusters
  Score: Raw -2909646.278809 + Penalty 3318.422568 = -2906327.856241
  nChanged 11
		SP:Iteration 154Q (12408.010000 sec): 3 clusters
  Score: Raw -2909646.964276 + Penalty 3318.422568 = -2906328.541708
  nChanged 14
		SP:Iteration 155Q (12408.340000 sec): 3 clusters
  Score: Raw -2909647.796212 + Penalty 3318.422568 = -2906329.373644
  nChanged 9
		SP:Iteration 156Q (12408.650000 sec): 3 clusters
  Score: Raw -2909648.292604 + Penalty 3318.422568 = -2906329.870036
  nChanged 5
		SP:Iteration 157Q (12408.990000 sec): 3 clusters
  Score: Raw -2909648.563975 + Penalty 3318.422568 = -2906330.141407
  nChanged 7
		SP:Iteration 158Q (12409.310000 sec): 3 clusters
  Score: Raw -2909648.951813 + Penalty 3318.422568 = -2906330.529245
  nChanged 6
		SP:Iteration 159Q (12409.640000 sec): 3 clusters
  Score: Raw -2909649.193676 + Penalty 3318.422568 = -2906330.771108
  nChanged 7
		SP:Iteration 160F (12409.990000 sec): 3 clusters
  Score: Raw -2909649.511003 + Penalty 3318.422568 = -2906331.088435
  nChanged 4
		SP:Iteration 161Q (12410.310000 sec): 3 clusters
  Score: Raw -2909649.648342 + Penalty 3318.422568 = -2906331.225774
  nChanged 2
		SP:Iteration 162Q (12410.610000 sec): 3 clusters
  Score: Raw -2909649.721518 + Penalty 3318.422568 = -2906331.298950
  nChanged 3
		SP:Iteration 163Q (12410.950000 sec): 3 clusters
  Score: Raw -2909649.821744 + Penalty 3318.422568 = -2906331.399176
  nChanged 4
		SP:Iteration 164Q (12411.260000 sec): 3 clusters
  Score: Raw -2909649.958132 + Penalty 3318.422568 = -2906331.535564
  nChanged 3
		SP:Iteration 165Q (12411.600000 sec): 3 clusters
  Score: Raw -2909650.134176 + Penalty 3318.422568 = -2906331.711608
  nChanged 4
		SP:Iteration 166Q (12411.890000 sec): 3 clusters
  Score: Raw -2909650.275234 + Penalty 3318.422568 = -2906331.852666
  nChanged 3
		SP:Iteration 167Q (12412.200000 sec): 3 clusters
  Score: Raw -2909650.366759 + Penalty 3318.422568 = -2906331.944191
  nChanged 1
		SP:Iteration 168Q (12412.550000 sec): 3 clusters
  Score: Raw -2909650.403050 + Penalty 3318.422568 = -2906331.980482
  nChanged 1
		SP:Iteration 169Q (12412.870000 sec): 3 clusters
  Score: Raw -2909650.461977 + Penalty 3318.422568 = -2906332.039409
  nChanged 1
		SP:Iteration 170Q (12413.180000 sec): 3 clusters
  Score: Raw -2909650.556661 + Penalty 3318.422568 = -2906332.134093
  nChanged 4
		SP:Iteration 171Q (12413.480000 sec): 3 clusters
  Score: Raw -2909650.846922 + Penalty 3318.422568 = -2906332.424354
  nChanged 6
		SP:Iteration 172Q (12413.790000 sec): 3 clusters
  Score: Raw -2909651.161518 + Penalty 3318.422568 = -2906332.738950
  nChanged 8
		SP:Iteration 173Q (12414.230000 sec): 3 clusters
  Score: Raw -2909651.830190 + Penalty 3318.422568 = -2906333.407622
  nChanged 9
		SP:Iteration 174Q (12414.530000 sec): 3 clusters
  Score: Raw -2909652.408018 + Penalty 3318.422568 = -2906333.985450
  nChanged 10
		SP:Iteration 175Q (12414.870000 sec): 3 clusters
  Score: Raw -2909653.305353 + Penalty 3318.422568 = -2906334.882785
  nChanged 15
		SP:Iteration 176Q (12415.230000 sec): 3 clusters
  Score: Raw -2909654.111359 + Penalty 3318.422568 = -2906335.688791
  nChanged 14
		SP:Iteration 177Q (12415.570000 sec): 3 clusters
  Score: Raw -2909655.454586 + Penalty 3318.422568 = -2906337.032018
  nChanged 18
		SP:Iteration 178Q (12415.940000 sec): 3 clusters
  Score: Raw -2909657.085440 + Penalty 3318.422568 = -2906338.662872
  nChanged 19
		SP:Iteration 179Q (12416.270000 sec): 3 clusters
  Score: Raw -2909658.317048 + Penalty 3318.422568 = -2906339.894480
  nChanged 18
		SP:Iteration 180F (12416.560000 sec): 3 clusters
  Score: Raw -2909659.869702 + Penalty 3318.422568 = -2906341.447134
  nChanged 26
		SP:Iteration 181Q (12416.930000 sec): 3 clusters
  Score: Raw -2909662.096629 + Penalty 3318.422568 = -2906343.674061
  nChanged 30
		SP:Iteration 182Q (12417.240000 sec): 3 clusters
  Score: Raw -2909664.506852 + Penalty 3318.422568 = -2906346.084284
  nChanged 38
		SP:Iteration 183Q (12417.560000 sec): 3 clusters
  Score: Raw -2909667.559119 + Penalty 3318.422568 = -2906349.136551
  nChanged 43
		SP:Iteration 184Q (12417.880000 sec): 3 clusters
  Score: Raw -2909671.210039 + Penalty 3318.422568 = -2906352.787471
  nChanged 40
		SP:Iteration 185Q (12418.200000 sec): 3 clusters
  Score: Raw -2909675.322640 + Penalty 3318.422568 = -2906356.900072
  nChanged 44
		SP:Iteration 186Q (12418.590000 sec): 3 clusters
  Score: Raw -2909679.737274 + Penalty 3318.422568 = -2906361.314706
  nChanged 51
		SP:Iteration 187Q (12418.940000 sec): 3 clusters
  Score: Raw -2909685.306121 + Penalty 3318.422568 = -2906366.883553
  nChanged 39
		SP:Iteration 188Q (12419.240000 sec): 3 clusters
  Score: Raw -2909688.846761 + Penalty 3318.422568 = -2906370.424193
  nChanged 42
		SP:Iteration 189Q (12419.560000 sec): 3 clusters
  Score: Raw -2909693.040321 + Penalty 3318.422568 = -2906374.617753
  nChanged 46
		SP:Iteration 190Q (12419.930000 sec): 3 clusters
  Score: Raw -2909697.120140 + Penalty 3318.422568 = -2906378.697572
  nChanged 38
		SP:Iteration 191Q (12420.260000 sec): 3 clusters
  Score: Raw -2909700.902347 + Penalty 3318.422568 = -2906382.479779
  nChanged 38
		SP:Iteration 192Q (12420.580000 sec): 3 clusters
  Score: Raw -2909704.839101 + Penalty 3318.422568 = -2906386.416533
  nChanged 49
		SP:Iteration 193Q (12420.930000 sec): 3 clusters
  Score: Raw -2909709.104685 + Penalty 3318.422568 = -2906390.682117
  nChanged 38
		SP:Iteration 194Q (12421.280000 sec): 3 clusters
  Score: Raw -2909711.875236 + Penalty 3318.422568 = -2906393.452668
  nChanged 30
		SP:Iteration 195Q (12421.580000 sec): 3 clusters
  Score: Raw -2909714.733532 + Penalty 3318.422568 = -2906396.310964
  nChanged 30
		SP:Iteration 196Q (12421.930000 sec): 3 clusters
  Score: Raw -2909717.443406 + Penalty 3318.422568 = -2906399.020838
  nChanged 37
		SP:Iteration 197Q (12422.240000 sec): 3 clusters
  Score: Raw -2909721.452471 + Penalty 3318.422568 = -2906403.029903
  nChanged 38
		SP:Iteration 198Q (12422.570000 sec): 3 clusters
  Score: Raw -2909725.561075 + Penalty 3318.422568 = -2906407.138507
  nChanged 44
		SP:Iteration 199Q (12422.840000 sec): 3 clusters
  Score: Raw -2909731.107455 + Penalty 3318.422568 = -2906412.684887
  nChanged 52
		SP:Iteration 200F (12423.200000 sec): 3 clusters
  Score: Raw -2909740.094305 + Penalty 3318.422568 = -2906421.671737
  nChanged 63
		SP:Iteration 201Q (12423.460000 sec): 3 clusters
  Score: Raw -2909752.204956 + Penalty 3318.422568 = -2906433.782388
  nChanged 86
		SP:Iteration 202Q (12423.760000 sec): 3 clusters
  Score: Raw -2909770.221322 + Penalty 3318.422568 = -2906451.798754
  nChanged 106
		SP:Iteration 203Q (12424.060000 sec): 3 clusters
  Score: Raw -2909791.992553 + Penalty 3318.422568 = -2906473.569985
  nChanged 110
		SP:Iteration 204Q (12424.350000 sec): 3 clusters
  Score: Raw -2909820.110675 + Penalty 3318.422568 = -2906501.688107
  nChanged 133
		SP:Iteration 205Q (12424.640000 sec): 3 clusters
  Score: Raw -2909866.454256 + Penalty 3318.422568 = -2906548.031688
  nChanged 169
		SP:Iteration 206Q (12424.930000 sec): 3 clusters
  Score: Raw -2909940.029864 + Penalty 3318.422568 = -2906621.607296
  nChanged 212
		SP:Iteration 207Q (12425.240000 sec): 3 clusters
  Score: Raw -2910048.986766 + Penalty 3318.422568 = -2906730.564198
  nChanged 224
		SP:Iteration 208Q (12425.620000 sec): 3 clusters
  Score: Raw -2910172.361731 + Penalty 3318.422568 = -2906853.939163
  nChanged 260
		SP:Iteration 209Q (12425.900000 sec): 3 clusters
  Score: Raw -2910325.541851 + Penalty 3318.422568 = -2907007.119283
  nChanged 260
		SP:Iteration 210Q (12426.220000 sec): 3 clusters
  Score: Raw -2910480.725264 + Penalty 3318.422568 = -2907162.302696
  nChanged 233
		SP:Iteration 211Q (12426.570000 sec): 3 clusters
  Score: Raw -2910613.523920 + Penalty 3318.422568 = -2907295.101352
  nChanged 209
		SP:Iteration 212Q (12426.850000 sec): 3 clusters
  Score: Raw -2910715.277309 + Penalty 3318.422568 = -2907396.854741
  nChanged 177
		SP:Iteration 213Q (12427.200000 sec): 3 clusters
  Score: Raw -2910779.974309 + Penalty 3318.422568 = -2907461.551741
  nChanged 135
		SP:Iteration 214Q (12427.490000 sec): 3 clusters
  Score: Raw -2910816.637548 + Penalty 3318.422568 = -2907498.214980
  nChanged 106
		SP:Iteration 215Q (12427.770000 sec): 3 clusters
  Score: Raw -2910840.696636 + Penalty 3318.422568 = -2907522.274068
  nChanged 85
		SP:Iteration 216Q (12428.090000 sec): 3 clusters
  Score: Raw -2910859.631957 + Penalty 3318.422568 = -2907541.209389
  nChanged 65
		SP:Iteration 217Q (12428.400000 sec): 3 clusters
  Score: Raw -2910872.577668 + Penalty 3318.422568 = -2907554.155100
  nChanged 68
		SP:Iteration 218Q (12428.690000 sec): 3 clusters
  Score: Raw -2910881.441973 + Penalty 3318.422568 = -2907563.019405
  nChanged 40
		SP:Iteration 219Q (12429.060000 sec): 3 clusters
  Score: Raw -2910885.673461 + Penalty 3318.422568 = -2907567.250893
  nChanged 30
		SP:Iteration 220F (12429.360000 sec): 3 clusters
  Score: Raw -2910888.536339 + Penalty 3318.422568 = -2907570.113771
  nChanged 18
		SP:Iteration 221Q (12429.690000 sec): 3 clusters
  Score: Raw -2910890.309262 + Penalty 3318.422568 = -2907571.886694
  nChanged 16
		SP:Iteration 222Q (12430.030000 sec): 3 clusters
  Score: Raw -2910891.548347 + Penalty 3318.422568 = -2907573.125779
  nChanged 10
		SP:Iteration 223Q (12430.330000 sec): 3 clusters
  Score: Raw -2910892.195678 + Penalty 3318.422568 = -2907573.773110
  nChanged 7
		SP:Iteration 224Q (12430.680000 sec): 3 clusters
  Score: Raw -2910892.697064 + Penalty 3318.422568 = -2907574.274496
  nChanged 7
		SP:Iteration 225Q (12431.070000 sec): 3 clusters
  Score: Raw -2910893.239855 + Penalty 3318.422568 = -2907574.817287
  nChanged 11
		SP:Iteration 226Q (12431.430000 sec): 3 clusters
  Score: Raw -2910894.055117 + Penalty 3318.422568 = -2907575.632549
  nChanged 6
		SP:Iteration 227Q (12431.770000 sec): 3 clusters
  Score: Raw -2910894.402644 + Penalty 3318.422568 = -2907575.980076
  nChanged 3
		SP:Iteration 228Q (12432.100000 sec): 3 clusters
  Score: Raw -2910894.662732 + Penalty 3318.422568 = -2907576.240164
  nChanged 3
		SP:Iteration 229Q (12432.370000 sec): 3 clusters
  Score: Raw -2910894.811387 + Penalty 3318.422568 = -2907576.388819
  nChanged 4
		SP:Iteration 230Q (12432.720000 sec): 3 clusters
  Score: Raw -2910895.097212 + Penalty 3318.422568 = -2907576.674644
  nChanged 4
		SP:Iteration 231Q (12433.040000 sec): 3 clusters
  Score: Raw -2910895.322352 + Penalty 3318.422568 = -2907576.899784
  nChanged 2
		SP:Iteration 232Q (12433.380000 sec): 3 clusters
  Score: Raw -2910895.502722 + Penalty 3318.422568 = -2907577.080154
  nChanged 4
		SP:Iteration 233Q (12433.680000 sec): 3 clusters
  Score: Raw -2910895.917107 + Penalty 3318.422568 = -2907577.494539
  nChanged 7
		SP:Iteration 234Q (12434.010000 sec): 3 clusters
  Score: Raw -2910896.461270 + Penalty 3318.422568 = -2907578.038702
  nChanged 7
		SP:Iteration 235Q (12434.330000 sec): 3 clusters
  Score: Raw -2910897.355544 + Penalty 3318.422568 = -2907578.932976
  nChanged 12
		SP:Iteration 236Q (12434.650000 sec): 3 clusters
  Score: Raw -2910898.312400 + Penalty 3318.422568 = -2907579.889832
  nChanged 10
		SP:Iteration 237Q (12434.930000 sec): 3 clusters
  Score: Raw -2910899.116828 + Penalty 3318.422568 = -2907580.694260
  nChanged 8
		SP:Iteration 238Q (12435.250000 sec): 3 clusters
  Score: Raw -2910899.818767 + Penalty 3318.422568 = -2907581.396199
  nChanged 10
		SP:Iteration 239Q (12435.560000 sec): 3 clusters
  Score: Raw -2910900.938709 + Penalty 3318.422568 = -2907582.516141
  nChanged 6
		SP:Iteration 240F (12435.870000 sec): 3 clusters
  Score: Raw -2910901.422759 + Penalty 3318.422568 = -2907583.000191
  nChanged 9
		SP:Iteration 241Q (12436.220000 sec): 3 clusters
  Score: Raw -2910902.042630 + Penalty 3318.422568 = -2907583.620062
  nChanged 7
		SP:Iteration 242Q (12436.500000 sec): 3 clusters
  Score: Raw -2910902.496521 + Penalty 3318.422568 = -2907584.073953
  nChanged 6
		SP:Iteration 243Q (12436.890000 sec): 3 clusters
  Score: Raw -2910902.793484 + Penalty 3318.422568 = -2907584.370916
  nChanged 5
		SP:Iteration 244Q (12437.170000 sec): 3 clusters
  Score: Raw -2910903.175727 + Penalty 3318.422568 = -2907584.753159
  nChanged 5
		SP:Iteration 245Q (12437.500000 sec): 3 clusters
  Score: Raw -2910903.483314 + Penalty 3318.422568 = -2907585.060746
  nChanged 2
		SP:Iteration 246Q (12437.810000 sec): 3 clusters
  Score: Raw -2910903.544178 + Penalty 3318.422568 = -2907585.121610
  nChanged 4
		SP:Iteration 247Q (12438.120000 sec): 3 clusters
  Score: Raw -2910903.734744 + Penalty 3318.422568 = -2907585.312176
  nChanged 4
		SP:Iteration 248Q (12438.410000 sec): 3 clusters
  Score: Raw -2910904.068644 + Penalty 3318.422568 = -2907585.646076
  nChanged 5
		SP:Iteration 249Q (12438.750000 sec): 3 clusters
  Score: Raw -2910904.455879 + Penalty 3318.422568 = -2907586.033311
  nChanged 7
		SP:Iteration 250Q (12439.170000 sec): 3 clusters
  Score: Raw -2910904.868726 + Penalty 3318.422568 = -2907586.446158
  nChanged 5
		SP:Iteration 251Q (12439.490000 sec): 3 clusters
  Score: Raw -2910905.360650 + Penalty 3318.422568 = -2907586.938082
  nChanged 5
		SP:Iteration 252Q (12439.810000 sec): 3 clusters
  Score: Raw -2910905.670763 + Penalty 3318.422568 = -2907587.248195
  nChanged 3
		SP:Iteration 253Q (12440.130000 sec): 3 clusters
  Score: Raw -2910905.873449 + Penalty 3318.422568 = -2907587.450881
  nChanged 4
		SP:Iteration 254Q (12440.430000 sec): 3 clusters
  Score: Raw -2910906.245332 + Penalty 3318.422568 = -2907587.822764
  nChanged 1
		SP:Iteration 255Q (12440.750000 sec): 3 clusters
  Score: Raw -2910906.296469 + Penalty 3318.422568 = -2907587.873901
  nChanged 0
		SP:Iteration 256F (12441.110000 sec): 3 clusters
  Score: Raw -2910906.296469 + Penalty 3318.422568 = -2907587.873901
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (10761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12441.220000 sec): 2 clusters
  Score: Raw -1076934.407997 + Penalty 1508.598612 = -1075425.809385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12441.450000 sec): 3 clusters
  Score: Raw -1070838.710089 + Penalty 3017.197224 = -1067821.512865
  nChanged 4706
		SP:Iteration 1F (12441.670000 sec): 3 clusters
  Score: Raw -1073421.688582 + Penalty 3017.197224 = -1070404.491358
  nChanged 705
		SP:Iteration 2F (12441.890000 sec): 3 clusters
  Score: Raw -1073768.917324 + Penalty 3017.197224 = -1070751.720100
  nChanged 665
		SP:Iteration 3F (12442.130000 sec): 3 clusters
  Score: Raw -1074125.440803 + Penalty 3017.197224 = -1071108.243579
  nChanged 607
		SP:Iteration 4F (12442.420000 sec): 3 clusters
  Score: Raw -1074462.709397 + Penalty 3017.197224 = -1071445.512173
  nChanged 555
		SP:Iteration 5F (12442.690000 sec): 3 clusters
  Score: Raw -1074813.078815 + Penalty 3017.197224 = -1071795.881591
  nChanged 579
		SP:Iteration 6F (12442.890000 sec): 3 clusters
  Score: Raw -1075185.026613 + Penalty 3017.197224 = -1072167.829389
  nChanged 535
		SP:Iteration 7Q (12443.110000 sec): 3 clusters
  Score: Raw -1075548.875906 + Penalty 3017.197224 = -1072531.678682
  nChanged 460
		SP:Iteration 8Q (12443.350000 sec): 3 clusters
  Score: Raw -1075862.447257 + Penalty 3017.197224 = -1072845.250033
  nChanged 428
		SP:Iteration 9Q (12443.570000 sec): 3 clusters
  Score: Raw -1076168.505527 + Penalty 3017.197224 = -1073151.308303
  nChanged 360
		SP:Iteration 10Q (12443.810000 sec): 3 clusters
  Score: Raw -1076415.498174 + Penalty 3017.197224 = -1073398.300950
  nChanged 265
		SP:Iteration 11Q (12444.050000 sec): 3 clusters
  Score: Raw -1076581.807868 + Penalty 3017.197224 = -1073564.610644
  nChanged 216
		SP:Iteration 12Q (12444.290000 sec): 3 clusters
  Score: Raw -1076728.922291 + Penalty 3017.197224 = -1073711.725067
  nChanged 161
		SP:Iteration 13Q (12444.550000 sec): 3 clusters
  Score: Raw -1076846.404862 + Penalty 3017.197224 = -1073829.207638
  nChanged 125
		SP:Iteration 14Q (12444.750000 sec): 3 clusters
  Score: Raw -1076928.231646 + Penalty 3017.197224 = -1073911.034422
  nChanged 88
		SP:Iteration 15Q (12444.960000 sec): 3 clusters
  Score: Raw -1076984.553051 + Penalty 3017.197224 = -1073967.355827
  nChanged 74
		SP:Iteration 16Q (12445.250000 sec): 3 clusters
  Score: Raw -1077022.482944 + Penalty 3017.197224 = -1074005.285720
  nChanged 59
		SP:Iteration 17Q (12445.490000 sec): 3 clusters
  Score: Raw -1077058.870810 + Penalty 3017.197224 = -1074041.673586
  nChanged 48
		SP:Iteration 18Q (12445.750000 sec): 3 clusters
  Score: Raw -1077087.699039 + Penalty 3017.197224 = -1074070.501815
  nChanged 43
		SP:Iteration 19Q (12445.980000 sec): 3 clusters
  Score: Raw -1077115.357747 + Penalty 3017.197224 = -1074098.160523
  nChanged 27
		SP:Iteration 20F (12446.180000 sec): 3 clusters
  Score: Raw -1077137.076066 + Penalty 3017.197224 = -1074119.878842
  nChanged 24
		SP:Iteration 21Q (12446.380000 sec): 3 clusters
  Score: Raw -1077158.427338 + Penalty 3017.197224 = -1074141.230114
  nChanged 28
		SP:Iteration 22Q (12446.570000 sec): 3 clusters
  Score: Raw -1077179.407659 + Penalty 3017.197224 = -1074162.210435
  nChanged 27
		SP:Iteration 23Q (12446.780000 sec): 3 clusters
  Score: Raw -1077198.289214 + Penalty 3017.197224 = -1074181.091990
  nChanged 23
		SP:Iteration 24Q (12447.030000 sec): 3 clusters
  Score: Raw -1077212.424862 + Penalty 3017.197224 = -1074195.227638
  nChanged 16
		SP:Iteration 25Q (12447.200000 sec): 3 clusters
  Score: Raw -1077219.031168 + Penalty 3017.197224 = -1074201.833944
  nChanged 6
		SP:Iteration 26Q (12447.440000 sec): 3 clusters
  Score: Raw -1077222.934710 + Penalty 3017.197224 = -1074205.737486
  nChanged 8
		SP:Iteration 27Q (12447.610000 sec): 3 clusters
  Score: Raw -1077227.648787 + Penalty 3017.197224 = -1074210.451563
  nChanged 6
		SP:Iteration 28Q (12447.850000 sec): 3 clusters
  Score: Raw -1077231.943783 + Penalty 3017.197224 = -1074214.746559
  nChanged 5
		SP:Iteration 29Q (12448.030000 sec): 3 clusters
  Score: Raw -1077239.634241 + Penalty 3017.197224 = -1074222.437017
  nChanged 8
		SP:Iteration 30Q (12448.240000 sec): 3 clusters
  Score: Raw -1077246.035751 + Penalty 3017.197224 = -1074228.838527
  nChanged 8
		SP:Iteration 31Q (12448.500000 sec): 3 clusters
  Score: Raw -1077253.323431 + Penalty 3017.197224 = -1074236.126207
  nChanged 10
		SP:Iteration 32Q (12448.750000 sec): 3 clusters
  Score: Raw -1077261.088404 + Penalty 3017.197224 = -1074243.891180
  nChanged 11
		SP:Iteration 33Q (12448.960000 sec): 3 clusters
  Score: Raw -1077269.289055 + Penalty 3017.197224 = -1074252.091831
  nChanged 10
		SP:Iteration 34Q (12449.150000 sec): 3 clusters
  Score: Raw -1077278.404531 + Penalty 3017.197224 = -1074261.207307
  nChanged 6
		SP:Iteration 35Q (12449.390000 sec): 3 clusters
  Score: Raw -1077282.659540 + Penalty 3017.197224 = -1074265.462316
  nChanged 3
		SP:Iteration 36Q (12449.630000 sec): 3 clusters
  Score: Raw -1077284.222076 + Penalty 3017.197224 = -1074267.024852
  nChanged 2
		SP:Iteration 37Q (12449.860000 sec): 3 clusters
  Score: Raw -1077285.332669 + Penalty 3017.197224 = -1074268.135445
  nChanged 2
		SP:Iteration 38Q (12450.040000 sec): 3 clusters
  Score: Raw -1077287.602705 + Penalty 3017.197224 = -1074270.405481
  nChanged 4
		SP:Iteration 39Q (12450.300000 sec): 3 clusters
  Score: Raw -1077290.552005 + Penalty 3017.197224 = -1074273.354781
  nChanged 4
		SP:Iteration 40F (12450.520000 sec): 3 clusters
  Score: Raw -1077292.697946 + Penalty 3017.197224 = -1074275.500722
  nChanged 3
		SP:Iteration 41Q (12450.720000 sec): 3 clusters
  Score: Raw -1077294.847375 + Penalty 3017.197224 = -1074277.650151
  nChanged 1
		SP:Iteration 42Q (12450.960000 sec): 3 clusters
  Score: Raw -1077295.705813 + Penalty 3017.197224 = -1074278.508589
  nChanged 0
		SP:Iteration 43F (12451.130000 sec): 3 clusters
  Score: Raw -1077295.705813 + Penalty 3017.197224 = -1074278.508589
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (291525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12452.340000 sec): 2 clusters
  Score: Raw -33583479.365789 + Penalty 2044.718170 = -33581434.647619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12453.610000 sec): 3 clusters
  Score: Raw -33388357.517171 + Penalty 4089.436339 = -33384268.080832
  nChanged 142471
		SP:Iteration 1F (12455.020000 sec): 3 clusters
  Score: Raw -33475241.267035 + Penalty 4089.436339 = -33471151.830696
  nChanged 9586
		SP:Iteration 2Q (12456.660000 sec): 3 clusters
  Score: Raw -33478189.926338 + Penalty 4089.436339 = -33474100.489998
  nChanged 11403
		SP:Iteration 3Q (12458.190000 sec): 3 clusters
  Score: Raw -33482634.523445 + Penalty 4089.436339 = -33478545.087106
  nChanged 13713
		SP:Iteration 4Q (12459.650000 sec): 3 clusters
  Score: Raw -33489486.234542 + Penalty 4089.436339 = -33485396.798203
  nChanged 16329
		SP:Iteration 5F (12461.050000 sec): 3 clusters
  Score: Raw -33499629.299385 + Penalty 4089.436339 = -33495539.863046
  nChanged 18419
		SP:Iteration 6F (12462.580000 sec): 3 clusters
  Score: Raw -33513000.132033 + Penalty 4089.436339 = -33508910.695694
  nChanged 19108
		SP:Iteration 7F (12463.940000 sec): 3 clusters
  Score: Raw -33527775.419686 + Penalty 4089.436339 = -33523685.983346
  nChanged 17568
		SP:Iteration 8F (12465.500000 sec): 3 clusters
  Score: Raw -33541445.388432 + Penalty 4089.436339 = -33537355.952093
  nChanged 14903
		SP:Iteration 9F (12466.950000 sec): 3 clusters
  Score: Raw -33552803.352214 + Penalty 4089.436339 = -33548713.915875
  nChanged 11994
		SP:Iteration 10Q (12468.370000 sec): 3 clusters
  Score: Raw -33561771.234706 + Penalty 4089.436339 = -33557681.798367
  nChanged 9681
		SP:Iteration 11Q (12469.710000 sec): 3 clusters
  Score: Raw -33568847.030109 + Penalty 4089.436339 = -33564757.593769
  nChanged 7448
		SP:Iteration 12Q (12471.060000 sec): 3 clusters
  Score: Raw -33574160.487658 + Penalty 4089.436339 = -33570071.051319
  nChanged 5451
		SP:Iteration 13Q (12472.410000 sec): 3 clusters
  Score: Raw -33577935.248496 + Penalty 4089.436339 = -33573845.812156
  nChanged 3656
		SP:Iteration 14Q (12473.670000 sec): 3 clusters
  Score: Raw -33580388.230027 + Penalty 4089.436339 = -33576298.793688
  nChanged 2265
		SP:Iteration 15Q (12474.940000 sec): 3 clusters
  Score: Raw -33581843.389537 + Penalty 4089.436339 = -33577753.953198
  nChanged 1301
		SP:Iteration 16Q (12476.130000 sec): 3 clusters
  Score: Raw -33582638.704525 + Penalty 4089.436339 = -33578549.268186
  nChanged 730
		SP:Iteration 17Q (12477.350000 sec): 3 clusters
  Score: Raw -33583065.939522 + Penalty 4089.436339 = -33578976.503182
  nChanged 423
		SP:Iteration 18Q (12478.600000 sec): 3 clusters
  Score: Raw -33583302.715286 + Penalty 4089.436339 = -33579213.278946
  nChanged 257
		SP:Iteration 19Q (12480.020000 sec): 3 clusters
  Score: Raw -33583446.918891 + Penalty 4089.436339 = -33579357.482552
  nChanged 174
		SP:Iteration 20F (12481.600000 sec): 3 clusters
  Score: Raw -33583544.509052 + Penalty 4089.436339 = -33579455.072713
  nChanged 106
		SP:Iteration 21Q (12483.000000 sec): 3 clusters
  Score: Raw -33583609.477705 + Penalty 4089.436339 = -33579520.041366
  nChanged 76
		SP:Iteration 22Q (12484.330000 sec): 3 clusters
  Score: Raw -33583654.021134 + Penalty 4089.436339 = -33579564.584795
  nChanged 47
		SP:Iteration 23Q (12485.680000 sec): 3 clusters
  Score: Raw -33583678.173632 + Penalty 4089.436339 = -33579588.737293
  nChanged 45
		SP:Iteration 24Q (12486.960000 sec): 3 clusters
  Score: Raw -33583708.911744 + Penalty 4089.436339 = -33579619.475405
  nChanged 42
		SP:Iteration 25Q (12488.340000 sec): 3 clusters
  Score: Raw -33583733.117200 + Penalty 4089.436339 = -33579643.680860
  nChanged 35
		SP:Iteration 26Q (12489.790000 sec): 3 clusters
  Score: Raw -33583756.669640 + Penalty 4089.436339 = -33579667.233301
  nChanged 40
		SP:Iteration 27Q (12491.120000 sec): 3 clusters
  Score: Raw -33583776.731536 + Penalty 4089.436339 = -33579687.295197
  nChanged 29
		SP:Iteration 28Q (12492.470000 sec): 3 clusters
  Score: Raw -33583790.097013 + Penalty 4089.436339 = -33579700.660674
  nChanged 14
		SP:Iteration 29Q (12493.920000 sec): 3 clusters
  Score: Raw -33583797.728857 + Penalty 4089.436339 = -33579708.292517
  nChanged 17
		SP:Iteration 30Q (12495.200000 sec): 3 clusters
  Score: Raw -33583804.004217 + Penalty 4089.436339 = -33579714.567878
  nChanged 19
		SP:Iteration 31Q (12496.410000 sec): 3 clusters
  Score: Raw -33583809.307631 + Penalty 4089.436339 = -33579719.871292
  nChanged 6
		SP:Iteration 32Q (12497.600000 sec): 3 clusters
  Score: Raw -33583811.423861 + Penalty 4089.436339 = -33579721.987521
  nChanged 3
		SP:Iteration 33Q (12498.860000 sec): 3 clusters
  Score: Raw -33583812.681901 + Penalty 4089.436339 = -33579723.245561
  nChanged 1
		SP:Iteration 34Q (12500.090000 sec): 3 clusters
  Score: Raw -33583812.971985 + Penalty 4089.436339 = -33579723.535646
  nChanged 2
		SP:Iteration 35Q (12501.250000 sec): 3 clusters
  Score: Raw -33583813.395442 + Penalty 4089.436339 = -33579723.959103
  nChanged 0
		SP:Iteration 36F (12502.710000 sec): 3 clusters
  Score: Raw -33583813.395442 + Penalty 4089.436339 = -33579723.959103
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 6 (40967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12503.090000 sec): 2 clusters
  Score: Raw -4116636.888303 + Penalty 1725.834848 = -4114911.053455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12503.470000 sec): 3 clusters
  Score: Raw -4091010.252500 + Penalty 3451.669697 = -4087558.582803
  nChanged 19153
		SP:Iteration 1F (12503.820000 sec): 3 clusters
  Score: Raw -4102431.084781 + Penalty 3451.669697 = -4098979.415084
  nChanged 2552
		SP:Iteration 2F (12504.180000 sec): 3 clusters
  Score: Raw -4103935.697602 + Penalty 3451.669697 = -4100484.027905
  nChanged 2819
		SP:Iteration 3F (12504.590000 sec): 3 clusters
  Score: Raw -4105752.233177 + Penalty 3451.669697 = -4102300.563480
  nChanged 2832
		SP:Iteration 4F (12504.970000 sec): 3 clusters
  Score: Raw -4107724.335422 + Penalty 3451.669697 = -4104272.665726
  nChanged 2737
		SP:Iteration 5F (12505.310000 sec): 3 clusters
  Score: Raw -4109579.362215 + Penalty 3451.669697 = -4106127.692519
  nChanged 2467
		SP:Iteration 6F (12505.730000 sec): 3 clusters
  Score: Raw -4111097.770964 + Penalty 3451.669697 = -4107646.101267
  nChanged 2000
		SP:Iteration 7Q (12506.140000 sec): 3 clusters
  Score: Raw -4112159.523325 + Penalty 3451.669697 = -4108707.853629
  nChanged 1566
		SP:Iteration 8Q (12506.520000 sec): 3 clusters
  Score: Raw -4112872.831973 + Penalty 3451.669697 = -4109421.162276
  nChanged 1237
		SP:Iteration 9Q (12506.930000 sec): 3 clusters
  Score: Raw -4113341.865805 + Penalty 3451.669697 = -4109890.196109
  nChanged 950
		SP:Iteration 10Q (12507.340000 sec): 3 clusters
  Score: Raw -4113685.101757 + Penalty 3451.669697 = -4110233.432060
  nChanged 823
		SP:Iteration 11Q (12507.710000 sec): 3 clusters
  Score: Raw -4113977.662792 + Penalty 3451.669697 = -4110525.993095
  nChanged 725
		SP:Iteration 12Q (12508.150000 sec): 3 clusters
  Score: Raw -4114234.057875 + Penalty 3451.669697 = -4110782.388178
  nChanged 660
		SP:Iteration 13Q (12508.570000 sec): 3 clusters
  Score: Raw -4114456.040745 + Penalty 3451.669697 = -4111004.371049
  nChanged 586
		SP:Iteration 14Q (12508.980000 sec): 3 clusters
  Score: Raw -4114648.061052 + Penalty 3451.669697 = -4111196.391355
  nChanged 567
		SP:Iteration 15Q (12509.410000 sec): 3 clusters
  Score: Raw -4114835.122050 + Penalty 3451.669697 = -4111383.452353
  nChanged 568
		SP:Iteration 16Q (12509.830000 sec): 3 clusters
  Score: Raw -4115029.297213 + Penalty 3451.669697 = -4111577.627516
  nChanged 563
		SP:Iteration 17Q (12510.310000 sec): 3 clusters
  Score: Raw -4115237.974852 + Penalty 3451.669697 = -4111786.305155
  nChanged 545
		SP:Iteration 18Q (12510.750000 sec): 3 clusters
  Score: Raw -4115460.076962 + Penalty 3451.669697 = -4112008.407265
  nChanged 544
		SP:Iteration 19Q (12511.150000 sec): 3 clusters
  Score: Raw -4115672.866754 + Penalty 3451.669697 = -4112221.197057
  nChanged 516
		SP:Iteration 20F (12511.530000 sec): 3 clusters
  Score: Raw -4115884.563128 + Penalty 3451.669697 = -4112432.893432
  nChanged 471
		SP:Iteration 21Q (12511.960000 sec): 3 clusters
  Score: Raw -4116088.888887 + Penalty 3451.669697 = -4112637.219191
  nChanged 436
		SP:Iteration 22Q (12512.330000 sec): 3 clusters
  Score: Raw -4116277.536765 + Penalty 3451.669697 = -4112825.867068
  nChanged 421
		SP:Iteration 23Q (12512.700000 sec): 3 clusters
  Score: Raw -4116472.778113 + Penalty 3451.669697 = -4113021.108416
  nChanged 403
		SP:Iteration 24Q (12513.060000 sec): 3 clusters
  Score: Raw -4116677.496357 + Penalty 3451.669697 = -4113225.826661
  nChanged 344
		SP:Iteration 25Q (12513.460000 sec): 3 clusters
  Score: Raw -4116846.624549 + Penalty 3451.669697 = -4113394.954852
  nChanged 312
		SP:Iteration 26Q (12513.810000 sec): 3 clusters
  Score: Raw -4116983.579179 + Penalty 3451.669697 = -4113531.909482
  nChanged 265
		SP:Iteration 27Q (12514.190000 sec): 3 clusters
  Score: Raw -4117090.842733 + Penalty 3451.669697 = -4113639.173037
  nChanged 238
		SP:Iteration 28Q (12514.540000 sec): 3 clusters
  Score: Raw -4117190.070704 + Penalty 3451.669697 = -4113738.401007
  nChanged 221
		SP:Iteration 29Q (12514.930000 sec): 3 clusters
  Score: Raw -4117287.999172 + Penalty 3451.669697 = -4113836.329476
  nChanged 202
		SP:Iteration 30Q (12515.270000 sec): 3 clusters
  Score: Raw -4117374.420699 + Penalty 3451.669697 = -4113922.751003
  nChanged 181
		SP:Iteration 31Q (12515.640000 sec): 3 clusters
  Score: Raw -4117455.715410 + Penalty 3451.669697 = -4114004.045713
  nChanged 158
		SP:Iteration 32Q (12516.000000 sec): 3 clusters
  Score: Raw -4117517.377940 + Penalty 3451.669697 = -4114065.708243
  nChanged 153
		SP:Iteration 33Q (12516.330000 sec): 3 clusters
  Score: Raw -4117581.852854 + Penalty 3451.669697 = -4114130.183158
  nChanged 146
		SP:Iteration 34Q (12516.720000 sec): 3 clusters
  Score: Raw -4117628.645026 + Penalty 3451.669697 = -4114176.975329
  nChanged 111
		SP:Iteration 35Q (12517.030000 sec): 3 clusters
  Score: Raw -4117667.395731 + Penalty 3451.669697 = -4114215.726034
  nChanged 107
		SP:Iteration 36Q (12517.390000 sec): 3 clusters
  Score: Raw -4117700.935002 + Penalty 3451.669697 = -4114249.265305
  nChanged 95
		SP:Iteration 37Q (12517.750000 sec): 3 clusters
  Score: Raw -4117733.213846 + Penalty 3451.669697 = -4114281.544149
  nChanged 90
		SP:Iteration 38Q (12518.090000 sec): 3 clusters
  Score: Raw -4117759.941305 + Penalty 3451.669697 = -4114308.271608
  nChanged 71
		SP:Iteration 39Q (12518.460000 sec): 3 clusters
  Score: Raw -4117782.122508 + Penalty 3451.669697 = -4114330.452811
  nChanged 63
		SP:Iteration 40F (12518.880000 sec): 3 clusters
  Score: Raw -4117815.808956 + Penalty 3451.669697 = -4114364.139260
  nChanged 73
		SP:Iteration 41Q (12519.230000 sec): 3 clusters
  Score: Raw -4117842.483519 + Penalty 3451.669697 = -4114390.813823
  nChanged 84
		SP:Iteration 42Q (12519.600000 sec): 3 clusters
  Score: Raw -4117868.090347 + Penalty 3451.669697 = -4114416.420650
  nChanged 66
		SP:Iteration 43Q (12519.950000 sec): 3 clusters
  Score: Raw -4117885.111899 + Penalty 3451.669697 = -4114433.442202
  nChanged 52
		SP:Iteration 44Q (12520.310000 sec): 3 clusters
  Score: Raw -4117898.164592 + Penalty 3451.669697 = -4114446.494895
  nChanged 51
		SP:Iteration 45Q (12520.670000 sec): 3 clusters
  Score: Raw -4117910.608027 + Penalty 3451.669697 = -4114458.938330
  nChanged 44
		SP:Iteration 46Q (12521.000000 sec): 3 clusters
  Score: Raw -4117918.529114 + Penalty 3451.669697 = -4114466.859417
  nChanged 26
		SP:Iteration 47Q (12521.310000 sec): 3 clusters
  Score: Raw -4117925.082962 + Penalty 3451.669697 = -4114473.413266
  nChanged 37
		SP:Iteration 48Q (12521.640000 sec): 3 clusters
  Score: Raw -4117934.066626 + Penalty 3451.669697 = -4114482.396929
  nChanged 40
		SP:Iteration 49Q (12521.960000 sec): 3 clusters
  Score: Raw -4117945.588497 + Penalty 3451.669697 = -4114493.918800
  nChanged 44
		SP:Iteration 50Q (12522.320000 sec): 3 clusters
  Score: Raw -4117956.364005 + Penalty 3451.669697 = -4114504.694308
  nChanged 42
		SP:Iteration 51Q (12522.630000 sec): 3 clusters
  Score: Raw -4117965.143663 + Penalty 3451.669697 = -4114513.473966
  nChanged 27
		SP:Iteration 52Q (12523.000000 sec): 3 clusters
  Score: Raw -4117970.499232 + Penalty 3451.669697 = -4114518.829535
  nChanged 26
		SP:Iteration 53Q (12523.370000 sec): 3 clusters
  Score: Raw -4117975.610492 + Penalty 3451.669697 = -4114523.940795
  nChanged 26
		SP:Iteration 54Q (12523.720000 sec): 3 clusters
  Score: Raw -4117982.026531 + Penalty 3451.669697 = -4114530.356834
  nChanged 38
		SP:Iteration 55Q (12524.060000 sec): 3 clusters
  Score: Raw -4117992.998250 + Penalty 3451.669697 = -4114541.328554
  nChanged 35
		SP:Iteration 56Q (12524.420000 sec): 3 clusters
  Score: Raw -4118000.990111 + Penalty 3451.669697 = -4114549.320414
  nChanged 34
		SP:Iteration 57Q (12524.750000 sec): 3 clusters
  Score: Raw -4118008.113792 + Penalty 3451.669697 = -4114556.444095
  nChanged 28
		SP:Iteration 58Q (12525.150000 sec): 3 clusters
  Score: Raw -4118012.345153 + Penalty 3451.669697 = -4114560.675457
  nChanged 21
		SP:Iteration 59Q (12525.480000 sec): 3 clusters
  Score: Raw -4118016.254398 + Penalty 3451.669697 = -4114564.584702
  nChanged 15
		SP:Iteration 60F (12525.790000 sec): 3 clusters
  Score: Raw -4118018.578920 + Penalty 3451.669697 = -4114566.909223
  nChanged 18
		SP:Iteration 61Q (12526.140000 sec): 3 clusters
  Score: Raw -4118021.238407 + Penalty 3451.669697 = -4114569.568711
  nChanged 18
		SP:Iteration 62Q (12526.480000 sec): 3 clusters
  Score: Raw -4118025.100708 + Penalty 3451.669697 = -4114573.431012
  nChanged 19
		SP:Iteration 63Q (12526.770000 sec): 3 clusters
  Score: Raw -4118029.584297 + Penalty 3451.669697 = -4114577.914601
  nChanged 21
		SP:Iteration 64Q (12527.140000 sec): 3 clusters
  Score: Raw -4118033.937313 + Penalty 3451.669697 = -4114582.267616
  nChanged 24
		SP:Iteration 65Q (12527.480000 sec): 3 clusters
  Score: Raw -4118038.608214 + Penalty 3451.669697 = -4114586.938517
  nChanged 25
		SP:Iteration 66Q (12527.870000 sec): 3 clusters
  Score: Raw -4118044.200556 + Penalty 3451.669697 = -4114592.530859
  nChanged 28
		SP:Iteration 67Q (12528.200000 sec): 3 clusters
  Score: Raw -4118048.264900 + Penalty 3451.669697 = -4114596.595203
  nChanged 19
		SP:Iteration 68Q (12528.520000 sec): 3 clusters
  Score: Raw -4118051.153559 + Penalty 3451.669697 = -4114599.483862
  nChanged 16
		SP:Iteration 69Q (12528.860000 sec): 3 clusters
  Score: Raw -4118054.047912 + Penalty 3451.669697 = -4114602.378216
  nChanged 17
		SP:Iteration 70Q (12529.220000 sec): 3 clusters
  Score: Raw -4118056.618751 + Penalty 3451.669697 = -4114604.949054
  nChanged 10
		SP:Iteration 71Q (12529.550000 sec): 3 clusters
  Score: Raw -4118058.099625 + Penalty 3451.669697 = -4114606.429928
  nChanged 8
		SP:Iteration 72Q (12529.920000 sec): 3 clusters
  Score: Raw -4118059.338476 + Penalty 3451.669697 = -4114607.668780
  nChanged 5
		SP:Iteration 73Q (12530.270000 sec): 3 clusters
  Score: Raw -4118060.000704 + Penalty 3451.669697 = -4114608.331008
  nChanged 6
		SP:Iteration 74Q (12530.640000 sec): 3 clusters
  Score: Raw -4118060.598844 + Penalty 3451.669697 = -4114608.929148
  nChanged 5
		SP:Iteration 75Q (12530.940000 sec): 3 clusters
  Score: Raw -4118061.203474 + Penalty 3451.669697 = -4114609.533777
  nChanged 4
		SP:Iteration 76Q (12531.240000 sec): 3 clusters
  Score: Raw -4118062.023878 + Penalty 3451.669697 = -4114610.354181
  nChanged 6
		SP:Iteration 77Q (12531.580000 sec): 3 clusters
  Score: Raw -4118062.686768 + Penalty 3451.669697 = -4114611.017072
  nChanged 7
		SP:Iteration 78Q (12531.960000 sec): 3 clusters
  Score: Raw -4118063.667207 + Penalty 3451.669697 = -4114611.997510
  nChanged 9
		SP:Iteration 79Q (12532.260000 sec): 3 clusters
  Score: Raw -4118065.030318 + Penalty 3451.669697 = -4114613.360621
  nChanged 9
		SP:Iteration 80F (12532.670000 sec): 3 clusters
  Score: Raw -4118066.023488 + Penalty 3451.669697 = -4114614.353792
  nChanged 4
		SP:Iteration 81Q (12533.040000 sec): 3 clusters
  Score: Raw -4118066.480724 + Penalty 3451.669697 = -4114614.811027
  nChanged 4
		SP:Iteration 82Q (12533.410000 sec): 3 clusters
  Score: Raw -4118066.995976 + Penalty 3451.669697 = -4114615.326279
  nChanged 1
		SP:Iteration 83Q (12533.830000 sec): 3 clusters
  Score: Raw -4118067.072062 + Penalty 3451.669697 = -4114615.402366
  nChanged 1
		SP:Iteration 84Q (12534.170000 sec): 3 clusters
  Score: Raw -4118067.118014 + Penalty 3451.669697 = -4114615.448317
  nChanged 0
		SP:Iteration 85F (12534.510000 sec): 3 clusters
  Score: Raw -4118067.118014 + Penalty 3451.669697 = -4114615.448317
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (6558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12534.650000 sec): 2 clusters
  Score: Raw -770048.335160 + Penalty 1428.121656 = -768620.213504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12534.900000 sec): 3 clusters
  Score: Raw -766404.027562 + Penalty 2856.243311 = -763547.784251
  nChanged 2764
		SP:Iteration 1F (12535.120000 sec): 3 clusters
  Score: Raw -767864.025498 + Penalty 2856.243311 = -765007.782187
  nChanged 487
		SP:Iteration 2F (12535.360000 sec): 3 clusters
  Score: Raw -768102.788755 + Penalty 2856.243311 = -765246.545444
  nChanged 363
		SP:Iteration 3F (12535.580000 sec): 3 clusters
  Score: Raw -768282.901738 + Penalty 2856.243311 = -765426.658427
  nChanged 307
		SP:Iteration 4Q (12535.880000 sec): 3 clusters
  Score: Raw -768428.251318 + Penalty 2856.243311 = -765572.008007
  nChanged 278
		SP:Iteration 5Q (12536.090000 sec): 3 clusters
  Score: Raw -768563.136528 + Penalty 2856.243311 = -765706.893217
  nChanged 261
		SP:Iteration 6Q (12536.280000 sec): 3 clusters
  Score: Raw -768697.857614 + Penalty 2856.243311 = -765841.614303
  nChanged 284
		SP:Iteration 7Q (12536.520000 sec): 3 clusters
  Score: Raw -768846.861171 + Penalty 2856.243311 = -765990.617860
  nChanged 252
		SP:Iteration 8Q (12536.730000 sec): 3 clusters
  Score: Raw -768969.625669 + Penalty 2856.243311 = -766113.382358
  nChanged 258
		SP:Iteration 9Q (12536.970000 sec): 3 clusters
  Score: Raw -769119.421940 + Penalty 2856.243311 = -766263.178629
  nChanged 248
		SP:Iteration 10Q (12537.140000 sec): 3 clusters
  Score: Raw -769251.402007 + Penalty 2856.243311 = -766395.158696
  nChanged 221
		SP:Iteration 11Q (12537.350000 sec): 3 clusters
  Score: Raw -769370.715216 + Penalty 2856.243311 = -766514.471905
  nChanged 179
		SP:Iteration 12Q (12537.540000 sec): 3 clusters
  Score: Raw -769457.765385 + Penalty 2856.243311 = -766601.522074
  nChanged 155
		SP:Iteration 13Q (12537.730000 sec): 3 clusters
  Score: Raw -769529.245793 + Penalty 2856.243311 = -766673.002482
  nChanged 128
		SP:Iteration 14Q (12537.930000 sec): 3 clusters
  Score: Raw -769583.180737 + Penalty 2856.243311 = -766726.937426
  nChanged 87
		SP:Iteration 15Q (12538.100000 sec): 3 clusters
  Score: Raw -769616.271456 + Penalty 2856.243311 = -766760.028145
  nChanged 81
		SP:Iteration 16Q (12538.300000 sec): 3 clusters
  Score: Raw -769644.787631 + Penalty 2856.243311 = -766788.544320
  nChanged 71
		SP:Iteration 17Q (12538.460000 sec): 3 clusters
  Score: Raw -769671.368632 + Penalty 2856.243311 = -766815.125321
  nChanged 54
		SP:Iteration 18Q (12538.710000 sec): 3 clusters
  Score: Raw -769688.127827 + Penalty 2856.243311 = -766831.884516
  nChanged 51
		SP:Iteration 19Q (12538.910000 sec): 3 clusters
  Score: Raw -769703.345184 + Penalty 2856.243311 = -766847.101872
  nChanged 40
		SP:Iteration 20F (12539.130000 sec): 3 clusters
  Score: Raw -769715.370251 + Penalty 2856.243311 = -766859.126940
  nChanged 31
		SP:Iteration 21Q (12539.330000 sec): 3 clusters
  Score: Raw -769724.886257 + Penalty 2856.243311 = -766868.642946
  nChanged 27
		SP:Iteration 22Q (12539.500000 sec): 3 clusters
  Score: Raw -769732.415807 + Penalty 2856.243311 = -766876.172496
  nChanged 23
		SP:Iteration 23Q (12539.720000 sec): 3 clusters
  Score: Raw -769741.114351 + Penalty 2856.243311 = -766884.871040
  nChanged 27
		SP:Iteration 24Q (12539.940000 sec): 3 clusters
  Score: Raw -769750.638369 + Penalty 2856.243311 = -766894.395057
  nChanged 33
		SP:Iteration 25Q (12540.120000 sec): 3 clusters
  Score: Raw -769762.254437 + Penalty 2856.243311 = -766906.011126
  nChanged 35
		SP:Iteration 26Q (12540.300000 sec): 3 clusters
  Score: Raw -769775.388605 + Penalty 2856.243311 = -766919.145294
  nChanged 34
		SP:Iteration 27Q (12540.480000 sec): 3 clusters
  Score: Raw -769788.584990 + Penalty 2856.243311 = -766932.341679
  nChanged 29
		SP:Iteration 28Q (12540.670000 sec): 3 clusters
  Score: Raw -769804.866641 + Penalty 2856.243311 = -766948.623330
  nChanged 35
		SP:Iteration 29Q (12540.850000 sec): 3 clusters
  Score: Raw -769823.960212 + Penalty 2856.243311 = -766967.716901
  nChanged 39
		SP:Iteration 30Q (12541.090000 sec): 3 clusters
  Score: Raw -769850.040574 + Penalty 2856.243311 = -766993.797263
  nChanged 60
		SP:Iteration 31Q (12541.290000 sec): 3 clusters
  Score: Raw -769899.427986 + Penalty 2856.243311 = -767043.184675
  nChanged 62
		SP:Iteration 32Q (12541.460000 sec): 3 clusters
  Score: Raw -769942.283810 + Penalty 2856.243311 = -767086.040498
  nChanged 57
		SP:Iteration 33Q (12541.670000 sec): 3 clusters
  Score: Raw -769977.372956 + Penalty 2856.243311 = -767121.129644
  nChanged 50
		SP:Iteration 34Q (12541.860000 sec): 3 clusters
  Score: Raw -770008.163826 + Penalty 2856.243311 = -767151.920515
  nChanged 49
		SP:Iteration 35Q (12542.000000 sec): 3 clusters
  Score: Raw -770039.756074 + Penalty 2856.243311 = -767183.512763
  nChanged 45
		SP:Iteration 36Q (12542.190000 sec): 3 clusters
  Score: Raw -770072.076020 + Penalty 2856.243311 = -767215.832709
  nChanged 43
		SP:Iteration 37Q (12542.350000 sec): 3 clusters
  Score: Raw -770098.208736 + Penalty 2856.243311 = -767241.965425
  nChanged 38
		SP:Iteration 38Q (12542.540000 sec): 3 clusters
  Score: Raw -770115.967851 + Penalty 2856.243311 = -767259.724540
  nChanged 22
		SP:Iteration 39Q (12542.710000 sec): 3 clusters
  Score: Raw -770128.238584 + Penalty 2856.243311 = -767271.995273
  nChanged 24
		SP:Iteration 40F (12542.900000 sec): 3 clusters
  Score: Raw -770139.994898 + Penalty 2856.243311 = -767283.751587
  nChanged 24
		SP:Iteration 41Q (12543.090000 sec): 3 clusters
  Score: Raw -770151.266238 + Penalty 2856.243311 = -767295.022927
  nChanged 21
		SP:Iteration 42Q (12543.270000 sec): 3 clusters
  Score: Raw -770160.183097 + Penalty 2856.243311 = -767303.939786
  nChanged 19
		SP:Iteration 43Q (12543.460000 sec): 3 clusters
  Score: Raw -770167.305844 + Penalty 2856.243311 = -767311.062533
  nChanged 12
		SP:Iteration 44Q (12543.650000 sec): 3 clusters
  Score: Raw -770172.581161 + Penalty 2856.243311 = -767316.337849
  nChanged 13
		SP:Iteration 45Q (12543.840000 sec): 3 clusters
  Score: Raw -770177.266882 + Penalty 2856.243311 = -767321.023571
  nChanged 11
		SP:Iteration 46Q (12544.030000 sec): 3 clusters
  Score: Raw -770183.381380 + Penalty 2856.243311 = -767327.138069
  nChanged 13
		SP:Iteration 47Q (12544.300000 sec): 3 clusters
  Score: Raw -770188.398369 + Penalty 2856.243311 = -767332.155058
  nChanged 8
		SP:Iteration 48Q (12544.540000 sec): 3 clusters
  Score: Raw -770192.181423 + Penalty 2856.243311 = -767335.938112
  nChanged 7
		SP:Iteration 49Q (12544.740000 sec): 3 clusters
  Score: Raw -770194.917179 + Penalty 2856.243311 = -767338.673868
  nChanged 8
		SP:Iteration 50Q (12545.010000 sec): 3 clusters
  Score: Raw -770199.340613 + Penalty 2856.243311 = -767343.097302
  nChanged 10
		SP:Iteration 51Q (12545.150000 sec): 3 clusters
  Score: Raw -770202.314736 + Penalty 2856.243311 = -767346.071425
  nChanged 5
		SP:Iteration 52Q (12545.380000 sec): 3 clusters
  Score: Raw -770204.414629 + Penalty 2856.243311 = -767348.171318
  nChanged 2
		SP:Iteration 53Q (12545.540000 sec): 3 clusters
  Score: Raw -770205.210289 + Penalty 2856.243311 = -767348.966978
  nChanged 4
		SP:Iteration 54Q (12545.720000 sec): 3 clusters
  Score: Raw -770206.161228 + Penalty 2856.243311 = -767349.917917
  nChanged 3
		SP:Iteration 55Q (12545.890000 sec): 3 clusters
  Score: Raw -770207.663546 + Penalty 2856.243311 = -767351.420235
  nChanged 4
		SP:Iteration 56Q (12546.050000 sec): 3 clusters
  Score: Raw -770209.702035 + Penalty 2856.243311 = -767353.458724
  nChanged 6
		SP:Iteration 57Q (12546.250000 sec): 3 clusters
  Score: Raw -770214.438371 + Penalty 2856.243311 = -767358.195060
  nChanged 9
		SP:Iteration 58Q (12546.460000 sec): 3 clusters
  Score: Raw -770219.518742 + Penalty 2856.243311 = -767363.275431
  nChanged 9
		SP:Iteration 59Q (12546.650000 sec): 3 clusters
  Score: Raw -770222.072488 + Penalty 2856.243311 = -767365.829177
  nChanged 4
		SP:Iteration 60F (12546.830000 sec): 3 clusters
  Score: Raw -770223.683265 + Penalty 2856.243311 = -767367.439954
  nChanged 2
		SP:Iteration 61Q (12547.070000 sec): 3 clusters
  Score: Raw -770224.305084 + Penalty 2856.243311 = -767368.061773
  nChanged 3
		SP:Iteration 62Q (12547.260000 sec): 3 clusters
  Score: Raw -770225.248971 + Penalty 2856.243311 = -767369.005660
  nChanged 2
		SP:Iteration 63Q (12547.480000 sec): 3 clusters
  Score: Raw -770225.710931 + Penalty 2856.243311 = -767369.467619
  nChanged 0
		SP:Iteration 64F (12547.700000 sec): 3 clusters
  Score: Raw -770225.710931 + Penalty 2856.243311 = -767369.467619
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 8 (15368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12547.890000 sec): 2 clusters
  Score: Raw -1672558.171827 + Penalty 1566.506939 = -1670991.664888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12548.090000 sec): 3 clusters
  Score: Raw -1663481.114542 + Penalty 3133.013879 = -1660348.100663
  nChanged 6868
		SP:Iteration 1F (12548.330000 sec): 3 clusters
  Score: Raw -1667394.473134 + Penalty 3133.013879 = -1664261.459255
  nChanged 1070
		SP:Iteration 2F (12548.580000 sec): 3 clusters
  Score: Raw -1668086.171398 + Penalty 3133.013879 = -1664953.157519
  nChanged 1159
		SP:Iteration 3F (12548.820000 sec): 3 clusters
  Score: Raw -1668968.516399 + Penalty 3133.013879 = -1665835.502520
  nChanged 1187
		SP:Iteration 4F (12549.060000 sec): 3 clusters
  Score: Raw -1669873.576156 + Penalty 3133.013879 = -1666740.562277
  nChanged 1077
		SP:Iteration 5F (12549.280000 sec): 3 clusters
  Score: Raw -1670708.347751 + Penalty 3133.013879 = -1667575.333872
  nChanged 886
		SP:Iteration 6F (12549.520000 sec): 3 clusters
  Score: Raw -1671349.421874 + Penalty 3133.013879 = -1668216.407995
  nChanged 675
		SP:Iteration 7Q (12549.810000 sec): 3 clusters
  Score: Raw -1671733.934552 + Penalty 3133.013879 = -1668600.920673
  nChanged 465
		SP:Iteration 8Q (12550.040000 sec): 3 clusters
  Score: Raw -1671978.417648 + Penalty 3133.013879 = -1668845.403769
  nChanged 360
		SP:Iteration 9Q (12550.310000 sec): 3 clusters
  Score: Raw -1672173.281230 + Penalty 3133.013879 = -1669040.267351
  nChanged 328
		SP:Iteration 10Q (12550.560000 sec): 3 clusters
  Score: Raw -1672368.725267 + Penalty 3133.013879 = -1669235.711388
  nChanged 311
		SP:Iteration 11Q (12550.770000 sec): 3 clusters
  Score: Raw -1672547.789316 + Penalty 3133.013879 = -1669414.775437
  nChanged 282
		SP:Iteration 12Q (12551.000000 sec): 3 clusters
  Score: Raw -1672746.720302 + Penalty 3133.013879 = -1669613.706423
  nChanged 273
		SP:Iteration 13Q (12551.250000 sec): 3 clusters
  Score: Raw -1672969.939379 + Penalty 3133.013879 = -1669836.925500
  nChanged 258
		SP:Iteration 14Q (12551.480000 sec): 3 clusters
  Score: Raw -1673189.081722 + Penalty 3133.013879 = -1670056.067843
  nChanged 260
		SP:Iteration 15Q (12551.700000 sec): 3 clusters
  Score: Raw -1673404.097124 + Penalty 3133.013879 = -1670271.083245
  nChanged 233
		SP:Iteration 16Q (12551.960000 sec): 3 clusters
  Score: Raw -1673537.639299 + Penalty 3133.013879 = -1670404.625420
  nChanged 188
		SP:Iteration 17Q (12552.230000 sec): 3 clusters
  Score: Raw -1673632.941663 + Penalty 3133.013879 = -1670499.927784
  nChanged 161
		SP:Iteration 18Q (12552.430000 sec): 3 clusters
  Score: Raw -1673706.755048 + Penalty 3133.013879 = -1670573.741169
  nChanged 158
		SP:Iteration 19Q (12552.650000 sec): 3 clusters
  Score: Raw -1673775.006430 + Penalty 3133.013879 = -1670641.992551
  nChanged 129
		SP:Iteration 20F (12552.870000 sec): 3 clusters
  Score: Raw -1673824.717280 + Penalty 3133.013879 = -1670691.703401
  nChanged 101
		SP:Iteration 21Q (12553.100000 sec): 3 clusters
  Score: Raw -1673868.693457 + Penalty 3133.013879 = -1670735.679578
  nChanged 112
		SP:Iteration 22Q (12553.340000 sec): 3 clusters
  Score: Raw -1673898.737189 + Penalty 3133.013879 = -1670765.723310
  nChanged 80
		SP:Iteration 23Q (12553.610000 sec): 3 clusters
  Score: Raw -1673922.015175 + Penalty 3133.013879 = -1670789.001296
  nChanged 74
		SP:Iteration 24Q (12553.850000 sec): 3 clusters
  Score: Raw -1673943.648138 + Penalty 3133.013879 = -1670810.634259
  nChanged 78
		SP:Iteration 25Q (12554.090000 sec): 3 clusters
  Score: Raw -1673963.452905 + Penalty 3133.013879 = -1670830.439026
  nChanged 71
		SP:Iteration 26Q (12554.340000 sec): 3 clusters
  Score: Raw -1673979.205086 + Penalty 3133.013879 = -1670846.191207
  nChanged 41
		SP:Iteration 27Q (12554.530000 sec): 3 clusters
  Score: Raw -1673987.596079 + Penalty 3133.013879 = -1670854.582200
  nChanged 36
		SP:Iteration 28Q (12554.830000 sec): 3 clusters
  Score: Raw -1673995.702623 + Penalty 3133.013879 = -1670862.688744
  nChanged 39
		SP:Iteration 29Q (12555.090000 sec): 3 clusters
  Score: Raw -1674003.393691 + Penalty 3133.013879 = -1670870.379813
  nChanged 44
		SP:Iteration 30Q (12555.300000 sec): 3 clusters
  Score: Raw -1674010.395935 + Penalty 3133.013879 = -1670877.382056
  nChanged 37
		SP:Iteration 31Q (12555.550000 sec): 3 clusters
  Score: Raw -1674016.364386 + Penalty 3133.013879 = -1670883.350507
  nChanged 27
		SP:Iteration 32Q (12555.860000 sec): 3 clusters
  Score: Raw -1674020.658828 + Penalty 3133.013879 = -1670887.644949
  nChanged 24
		SP:Iteration 33Q (12556.090000 sec): 3 clusters
  Score: Raw -1674023.431091 + Penalty 3133.013879 = -1670890.417212
  nChanged 17
		SP:Iteration 34Q (12556.410000 sec): 3 clusters
  Score: Raw -1674025.264708 + Penalty 3133.013879 = -1670892.250829
  nChanged 14
		SP:Iteration 35Q (12556.650000 sec): 3 clusters
  Score: Raw -1674026.627025 + Penalty 3133.013879 = -1670893.613146
  nChanged 8
		SP:Iteration 36Q (12556.890000 sec): 3 clusters
  Score: Raw -1674027.245751 + Penalty 3133.013879 = -1670894.231872
  nChanged 7
		SP:Iteration 37Q (12557.150000 sec): 3 clusters
  Score: Raw -1674027.878727 + Penalty 3133.013879 = -1670894.864848
  nChanged 8
		SP:Iteration 38Q (12557.410000 sec): 3 clusters
  Score: Raw -1674028.789545 + Penalty 3133.013879 = -1670895.775666
  nChanged 12
		SP:Iteration 39Q (12557.630000 sec): 3 clusters
  Score: Raw -1674030.005726 + Penalty 3133.013879 = -1670896.991847
  nChanged 7
		SP:Iteration 40F (12557.890000 sec): 3 clusters
  Score: Raw -1674030.570707 + Penalty 3133.013879 = -1670897.556828
  nChanged 5
		SP:Iteration 41Q (12558.150000 sec): 3 clusters
  Score: Raw -1674031.039319 + Penalty 3133.013879 = -1670898.025440
  nChanged 3
		SP:Iteration 42Q (12558.430000 sec): 3 clusters
  Score: Raw -1674031.236731 + Penalty 3133.013879 = -1670898.222852
  nChanged 2
		SP:Iteration 43Q (12558.650000 sec): 3 clusters
  Score: Raw -1674031.387239 + Penalty 3133.013879 = -1670898.373360
  nChanged 2
		SP:Iteration 44Q (12558.880000 sec): 3 clusters
  Score: Raw -1674031.500760 + Penalty 3133.013879 = -1670898.486881
  nChanged 2
		SP:Iteration 45Q (12559.140000 sec): 3 clusters
  Score: Raw -1674031.627932 + Penalty 3133.013879 = -1670898.614053
  nChanged 2
		SP:Iteration 46Q (12559.350000 sec): 3 clusters
  Score: Raw -1674031.759936 + Penalty 3133.013879 = -1670898.746057
  nChanged 2
		SP:Iteration 47Q (12559.610000 sec): 3 clusters
  Score: Raw -1674031.992152 + Penalty 3133.013879 = -1670898.978273
  nChanged 2
		SP:Iteration 48Q (12559.890000 sec): 3 clusters
  Score: Raw -1674032.100775 + Penalty 3133.013879 = -1670899.086896
  nChanged 3
		SP:Iteration 49Q (12560.140000 sec): 3 clusters
  Score: Raw -1674032.310463 + Penalty 3133.013879 = -1670899.296584
  nChanged 2
		SP:Iteration 50Q (12560.340000 sec): 3 clusters
  Score: Raw -1674032.380008 + Penalty 3133.013879 = -1670899.366130
  nChanged 1
		SP:Iteration 51Q (12560.620000 sec): 3 clusters
  Score: Raw -1674032.489741 + Penalty 3133.013879 = -1670899.475862
  nChanged 2
		SP:Iteration 52Q (12560.860000 sec): 3 clusters
  Score: Raw -1674032.736908 + Penalty 3133.013879 = -1670899.723029
  nChanged 0
		SP:Iteration 53F (12561.080000 sec): 3 clusters
  Score: Raw -1674032.736908 + Penalty 3133.013879 = -1670899.723029
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12561.200000 sec): 2 clusters
  Score: Raw -20588.817779 + Penalty 893.954459 = -19694.863320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12561.400000 sec): 3 clusters
  Score: Raw -20796.602220 + Penalty 1787.908918 = -19008.693302
  nChanged 53
		SP:Iteration 1F (12561.570000 sec): 3 clusters
  Score: Raw -21013.799956 + Penalty 1787.908918 = -19225.891038
  nChanged 23
		SP:Iteration 2F (12561.760000 sec): 3 clusters
  Score: Raw -21166.008172 + Penalty 1787.908918 = -19378.099254
  nChanged 18
		SP:Iteration 3F (12561.940000 sec): 3 clusters
  Score: Raw -21293.505787 + Penalty 1787.908918 = -19505.596869
  nChanged 11
		SP:Iteration 4Q (12562.130000 sec): 3 clusters
  Score: Raw -21403.897914 + Penalty 1787.908918 = -19615.988996
  nChanged 6
		SP:Iteration 5Q (12562.360000 sec): 3 clusters
  Score: Raw -21572.740532 + Penalty 1787.908918 = -19784.831614
  nChanged 2
		SP:Iteration 6Q (12562.520000 sec): 3 clusters
  Score: Raw -21590.671656 + Penalty 1787.908918 = -19802.762737
  nChanged 1
		SP:Iteration 7Q (12562.680000 sec): 3 clusters
  Score: Raw -21594.221042 + Penalty 1787.908918 = -19806.312123
  nChanged 1
		SP:Iteration 8Q (12562.840000 sec): 3 clusters
  Score: Raw -21601.465594 + Penalty 1787.908918 = -19813.556676
  nChanged 1
		SP:Iteration 9Q (12563.020000 sec): 3 clusters
  Score: Raw -21608.777907 + Penalty 1787.908918 = -19820.868989
  nChanged 1
		SP:Iteration 10Q (12563.200000 sec): 3 clusters
  Score: Raw -21620.644110 + Penalty 1787.908918 = -19832.735192
  nChanged 1
		SP:Iteration 11Q (12563.380000 sec): 3 clusters
  Score: Raw -21626.195620 + Penalty 1787.908918 = -19838.286702
  nChanged 0
		SP:Iteration 12F (12563.570000 sec): 3 clusters
  Score: Raw -21629.624373 + Penalty 1787.908918 = -19841.715454
  nChanged 2
		SP:Iteration 13Q (12563.710000 sec): 3 clusters
  Score: Raw -21659.420209 + Penalty 1787.908918 = -19871.511290
  nChanged 1
		SP:Iteration 14Q (12563.900000 sec): 3 clusters
  Score: Raw -21681.406961 + Penalty 1787.908918 = -19893.498043
  nChanged 4
		SP:Iteration 15Q (12564.050000 sec): 3 clusters
  Score: Raw -21794.772302 + Penalty 1787.908918 = -20006.863384
  nChanged 4
		SP:Iteration 16Q (12564.240000 sec): 3 clusters
  Score: Raw -21930.630046 + Penalty 1787.908918 = -20142.721128
  nChanged 2
		SP:Iteration 17Q (12564.380000 sec): 3 clusters
  Score: Raw -22044.094883 + Penalty 1787.908918 = -20256.185965
  nChanged 0
		SP:Iteration 18F (12564.550000 sec): 3 clusters
  Score: Raw -22044.094883 + Penalty 1787.908918 = -20256.185965
  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 11.19 GB.

 Trying to split cluster 10 (65784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12564.950000 sec): 2 clusters
  Score: Raw -6962954.699527 + Penalty 1802.796438 = -6961151.903089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12565.450000 sec): 3 clusters
  Score: Raw -6921076.810828 + Penalty 3605.592876 = -6917471.217951
  nChanged 30821
		SP:Iteration 1F (12565.900000 sec): 3 clusters
  Score: Raw -6939495.750194 + Penalty 3605.592876 = -6935890.157318
  nChanged 3447
		SP:Iteration 2F (12566.370000 sec): 3 clusters
  Score: Raw -6940999.480856 + Penalty 3605.592876 = -6937393.887980
  nChanged 3755
		SP:Iteration 3F (12566.880000 sec): 3 clusters
  Score: Raw -6942835.299202 + Penalty 3605.592876 = -6939229.706326
  nChanged 3950
		SP:Iteration 4F (12567.380000 sec): 3 clusters
  Score: Raw -6944987.028481 + Penalty 3605.592876 = -6941381.435604
  nChanged 4088
		SP:Iteration 5F (12567.860000 sec): 3 clusters
  Score: Raw -6947416.289411 + Penalty 3605.592876 = -6943810.696535
  nChanged 3986
		SP:Iteration 6F (12568.380000 sec): 3 clusters
  Score: Raw -6949979.938368 + Penalty 3605.592876 = -6946374.345491
  nChanged 3629
		SP:Iteration 7F (12568.860000 sec): 3 clusters
  Score: Raw -6952373.731792 + Penalty 3605.592876 = -6948768.138916
  nChanged 3163
		SP:Iteration 8Q (12569.390000 sec): 3 clusters
  Score: Raw -6954613.742388 + Penalty 3605.592876 = -6951008.149511
  nChanged 2585
		SP:Iteration 9Q (12569.930000 sec): 3 clusters
  Score: Raw -6956436.889240 + Penalty 3605.592876 = -6952831.296364
  nChanged 2122
		SP:Iteration 10Q (12570.430000 sec): 3 clusters
  Score: Raw -6957762.790027 + Penalty 3605.592876 = -6954157.197151
  nChanged 1599
		SP:Iteration 11Q (12570.890000 sec): 3 clusters
  Score: Raw -6958597.509508 + Penalty 3605.592876 = -6954991.916632
  nChanged 1222
		SP:Iteration 12Q (12571.400000 sec): 3 clusters
  Score: Raw -6959136.116975 + Penalty 3605.592876 = -6955530.524099
  nChanged 1052
		SP:Iteration 13Q (12571.890000 sec): 3 clusters
  Score: Raw -6959567.839723 + Penalty 3605.592876 = -6955962.246847
  nChanged 1011
		SP:Iteration 14Q (12572.340000 sec): 3 clusters
  Score: Raw -6959971.930201 + Penalty 3605.592876 = -6956366.337325
  nChanged 937
		SP:Iteration 15Q (12572.820000 sec): 3 clusters
  Score: Raw -6960367.636754 + Penalty 3605.592876 = -6956762.043878
  nChanged 891
		SP:Iteration 16Q (12573.300000 sec): 3 clusters
  Score: Raw -6960751.964387 + Penalty 3605.592876 = -6957146.371511
  nChanged 781
		SP:Iteration 17Q (12573.790000 sec): 3 clusters
  Score: Raw -6961086.831511 + Penalty 3605.592876 = -6957481.238635
  nChanged 719
		SP:Iteration 18Q (12574.300000 sec): 3 clusters
  Score: Raw -6961401.189366 + Penalty 3605.592876 = -6957795.596489
  nChanged 672
		SP:Iteration 19Q (12574.770000 sec): 3 clusters
  Score: Raw -6961701.907550 + Penalty 3605.592876 = -6958096.314674
  nChanged 592
		SP:Iteration 20F (12575.250000 sec): 3 clusters
  Score: Raw -6961972.197947 + Penalty 3605.592876 = -6958366.605071
  nChanged 551
		SP:Iteration 21Q (12575.710000 sec): 3 clusters
  Score: Raw -6962227.769778 + Penalty 3605.592876 = -6958622.176902
  nChanged 483
		SP:Iteration 22Q (12576.180000 sec): 3 clusters
  Score: Raw -6962471.090675 + Penalty 3605.592876 = -6958865.497799
  nChanged 430
		SP:Iteration 23Q (12576.620000 sec): 3 clusters
  Score: Raw -6962695.580056 + Penalty 3605.592876 = -6959089.987180
  nChanged 334
		SP:Iteration 24Q (12577.110000 sec): 3 clusters
  Score: Raw -6962869.965344 + Penalty 3605.592876 = -6959264.372467
  nChanged 305
		SP:Iteration 25Q (12577.590000 sec): 3 clusters
  Score: Raw -6963026.501852 + Penalty 3605.592876 = -6959420.908976
  nChanged 260
		SP:Iteration 26Q (12578.060000 sec): 3 clusters
  Score: Raw -6963150.028409 + Penalty 3605.592876 = -6959544.435533
  nChanged 200
		SP:Iteration 27Q (12578.530000 sec): 3 clusters
  Score: Raw -6963239.285139 + Penalty 3605.592876 = -6959633.692263
  nChanged 159
		SP:Iteration 28Q (12579.020000 sec): 3 clusters
  Score: Raw -6963308.885480 + Penalty 3605.592876 = -6959703.292604
  nChanged 128
		SP:Iteration 29Q (12579.480000 sec): 3 clusters
  Score: Raw -6963357.573431 + Penalty 3605.592876 = -6959751.980555
  nChanged 89
		SP:Iteration 30Q (12579.910000 sec): 3 clusters
  Score: Raw -6963388.154488 + Penalty 3605.592876 = -6959782.561611
  nChanged 76
		SP:Iteration 31Q (12580.340000 sec): 3 clusters
  Score: Raw -6963411.981280 + Penalty 3605.592876 = -6959806.388404
  nChanged 70
		SP:Iteration 32Q (12580.790000 sec): 3 clusters
  Score: Raw -6963434.105823 + Penalty 3605.592876 = -6959828.512947
  nChanged 67
		SP:Iteration 33Q (12581.210000 sec): 3 clusters
  Score: Raw -6963455.063747 + Penalty 3605.592876 = -6959849.470871
  nChanged 53
		SP:Iteration 34Q (12581.630000 sec): 3 clusters
  Score: Raw -6963468.469957 + Penalty 3605.592876 = -6959862.877081
  nChanged 38
		SP:Iteration 35Q (12582.100000 sec): 3 clusters
  Score: Raw -6963476.914993 + Penalty 3605.592876 = -6959871.322117
  nChanged 24
		SP:Iteration 36Q (12582.600000 sec): 3 clusters
  Score: Raw -6963482.522144 + Penalty 3605.592876 = -6959876.929267
  nChanged 28
		SP:Iteration 37Q (12583.060000 sec): 3 clusters
  Score: Raw -6963489.435496 + Penalty 3605.592876 = -6959883.842619
  nChanged 24
		SP:Iteration 38Q (12583.490000 sec): 3 clusters
  Score: Raw -6963494.269680 + Penalty 3605.592876 = -6959888.676804
  nChanged 19
		SP:Iteration 39Q (12583.990000 sec): 3 clusters
  Score: Raw -6963498.999962 + Penalty 3605.592876 = -6959893.407086
  nChanged 18
		SP:Iteration 40F (12584.470000 sec): 3 clusters
  Score: Raw -6963503.639707 + Penalty 3605.592876 = -6959898.046831
  nChanged 11
		SP:Iteration 41Q (12584.890000 sec): 3 clusters
  Score: Raw -6963506.405886 + Penalty 3605.592876 = -6959900.813010
  nChanged 5
		SP:Iteration 42Q (12585.400000 sec): 3 clusters
  Score: Raw -6963507.685902 + Penalty 3605.592876 = -6959902.093026
  nChanged 5
		SP:Iteration 43Q (12585.880000 sec): 3 clusters
  Score: Raw -6963508.637262 + Penalty 3605.592876 = -6959903.044386
  nChanged 5
		SP:Iteration 44Q (12586.370000 sec): 3 clusters
  Score: Raw -6963510.037956 + Penalty 3605.592876 = -6959904.445080
  nChanged 7
		SP:Iteration 45Q (12586.850000 sec): 3 clusters
  Score: Raw -6963511.348339 + Penalty 3605.592876 = -6959905.755463
  nChanged 6
		SP:Iteration 46Q (12587.290000 sec): 3 clusters
  Score: Raw -6963512.972672 + Penalty 3605.592876 = -6959907.379796
  nChanged 7
		SP:Iteration 47Q (12587.740000 sec): 3 clusters
  Score: Raw -6963515.028819 + Penalty 3605.592876 = -6959909.435943
  nChanged 7
		SP:Iteration 48Q (12588.230000 sec): 3 clusters
  Score: Raw -6963516.630409 + Penalty 3605.592876 = -6959911.037533
  nChanged 8
		SP:Iteration 49Q (12588.650000 sec): 3 clusters
  Score: Raw -6963518.259034 + Penalty 3605.592876 = -6959912.666158
  nChanged 5
		SP:Iteration 50Q (12589.130000 sec): 3 clusters
  Score: Raw -6963520.038254 + Penalty 3605.592876 = -6959914.445378
  nChanged 5
		SP:Iteration 51Q (12589.590000 sec): 3 clusters
  Score: Raw -6963521.070426 + Penalty 3605.592876 = -6959915.477550
  nChanged 7
		SP:Iteration 52Q (12590.060000 sec): 3 clusters
  Score: Raw -6963522.273404 + Penalty 3605.592876 = -6959916.680528
  nChanged 0
		SP:Iteration 53F (12590.550000 sec): 3 clusters
  Score: Raw -6963522.273404 + Penalty 3605.592876 = -6959916.680528
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 11 (416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12590.670000 sec): 2 clusters
  Score: Raw -46463.370972 + Penalty 979.986355 = -45483.384617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12590.860000 sec): 3 clusters
  Score: Raw -46453.778419 + Penalty 1959.972710 = -44493.805709
  nChanged 78
		SP:Iteration 1F (12591.010000 sec): 3 clusters
  Score: Raw -46595.469097 + Penalty 1959.972710 = -44635.496387
  nChanged 30
		SP:Iteration 2F (12591.200000 sec): 3 clusters
  Score: Raw -46717.398974 + Penalty 1959.972710 = -44757.426264
  nChanged 15
		SP:Iteration 3Q (12591.360000 sec): 3 clusters
  Score: Raw -46795.268214 + Penalty 1959.972710 = -44835.295505
  nChanged 16
		SP:Iteration 4Q (12591.560000 sec): 3 clusters
  Score: Raw -46860.470930 + Penalty 1959.972710 = -44900.498220
  nChanged 11
		SP:Iteration 5Q (12591.720000 sec): 3 clusters
  Score: Raw -46885.100261 + Penalty 1959.972710 = -44925.127552
  nChanged 6
		SP:Iteration 6Q (12591.910000 sec): 3 clusters
  Score: Raw -46895.254849 + Penalty 1959.972710 = -44935.282139
  nChanged 2
		SP:Iteration 7Q (12592.080000 sec): 3 clusters
  Score: Raw -46896.963658 + Penalty 1959.972710 = -44936.990949
  nChanged 0
		SP:Iteration 8F (12592.260000 sec): 3 clusters
  Score: Raw -46896.963658 + Penalty 1959.972710 = -44936.990949
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 12 (8242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12592.420000 sec): 2 clusters
  Score: Raw -951124.893334 + Penalty 1465.262226 = -949659.631108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12592.710000 sec): 3 clusters
  Score: Raw -946566.679066 + Penalty 2930.524451 = -943636.154615
  nChanged 3523
		SP:Iteration 1F (12592.910000 sec): 3 clusters
  Score: Raw -948477.174827 + Penalty 2930.524451 = -945546.650376
  nChanged 549
		SP:Iteration 2F (12593.160000 sec): 3 clusters
  Score: Raw -948767.555821 + Penalty 2930.524451 = -945837.031369
  nChanged 460
		SP:Iteration 3F (12593.360000 sec): 3 clusters
  Score: Raw -949043.322549 + Penalty 2930.524451 = -946112.798098
  nChanged 492
		SP:Iteration 4F (12593.590000 sec): 3 clusters
  Score: Raw -949386.939426 + Penalty 2930.524451 = -946456.414975
  nChanged 526
		SP:Iteration 5F (12593.800000 sec): 3 clusters
  Score: Raw -949803.069066 + Penalty 2930.524451 = -946872.544615
  nChanged 568
		SP:Iteration 6F (12594.030000 sec): 3 clusters
  Score: Raw -950252.550120 + Penalty 2930.524451 = -947322.025669
  nChanged 519
		SP:Iteration 7F (12594.290000 sec): 3 clusters
  Score: Raw -950677.102751 + Penalty 2930.524451 = -947746.578299
  nChanged 428
		SP:Iteration 8F (12594.490000 sec): 3 clusters
  Score: Raw -951015.638576 + Penalty 2930.524451 = -948085.114125
  nChanged 290
		SP:Iteration 9Q (12594.740000 sec): 3 clusters
  Score: Raw -951246.754116 + Penalty 2930.524451 = -948316.229665
  nChanged 205
		SP:Iteration 10Q (12594.950000 sec): 3 clusters
  Score: Raw -951427.723225 + Penalty 2930.524451 = -948497.198774
  nChanged 149
		SP:Iteration 11Q (12595.180000 sec): 3 clusters
  Score: Raw -951593.265235 + Penalty 2930.524451 = -948662.740784
  nChanged 101
		SP:Iteration 12Q (12595.350000 sec): 3 clusters
  Score: Raw -951687.013605 + Penalty 2930.524451 = -948756.489154
  nChanged 71
		SP:Iteration 13Q (12595.600000 sec): 3 clusters
  Score: Raw -951731.171313 + Penalty 2930.524451 = -948800.646861
  nChanged 53
		SP:Iteration 14Q (12595.830000 sec): 3 clusters
  Score: Raw -951756.550351 + Penalty 2930.524451 = -948826.025900
  nChanged 31
		SP:Iteration 15Q (12596.110000 sec): 3 clusters
  Score: Raw -951768.747589 + Penalty 2930.524451 = -948838.223137
  nChanged 29
		SP:Iteration 16Q (12596.340000 sec): 3 clusters
  Score: Raw -951780.567795 + Penalty 2930.524451 = -948850.043344
  nChanged 21
		SP:Iteration 17Q (12596.510000 sec): 3 clusters
  Score: Raw -951788.922053 + Penalty 2930.524451 = -948858.397601
  nChanged 17
		SP:Iteration 18Q (12596.710000 sec): 3 clusters
  Score: Raw -951794.914636 + Penalty 2930.524451 = -948864.390185
  nChanged 14
		SP:Iteration 19Q (12596.950000 sec): 3 clusters
  Score: Raw -951797.666514 + Penalty 2930.524451 = -948867.142063
  nChanged 6
		SP:Iteration 20F (12597.160000 sec): 3 clusters
  Score: Raw -951799.308780 + Penalty 2930.524451 = -948868.784329
  nChanged 10
		SP:Iteration 21Q (12597.350000 sec): 3 clusters
  Score: Raw -951802.251245 + Penalty 2930.524451 = -948871.726794
  nChanged 7
		SP:Iteration 22Q (12597.560000 sec): 3 clusters
  Score: Raw -951803.958984 + Penalty 2930.524451 = -948873.434533
  nChanged 4
		SP:Iteration 23Q (12597.730000 sec): 3 clusters
  Score: Raw -951805.467327 + Penalty 2930.524451 = -948874.942875
  nChanged 4
		SP:Iteration 24Q (12597.910000 sec): 3 clusters
  Score: Raw -951806.334293 + Penalty 2930.524451 = -948875.809842
  nChanged 2
		SP:Iteration 25Q (12598.100000 sec): 3 clusters
  Score: Raw -951806.595065 + Penalty 2930.524451 = -948876.070613
  nChanged 2
		SP:Iteration 26Q (12598.350000 sec): 3 clusters
  Score: Raw -951806.879257 + Penalty 2930.524451 = -948876.354806
  nChanged 0
		SP:Iteration 27F (12598.560000 sec): 3 clusters
  Score: Raw -951806.879257 + Penalty 2930.524451 = -948876.354806
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (29292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12598.810000 sec): 2 clusters
  Score: Raw -3474193.343127 + Penalty 1671.323830 = -3472522.019297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12599.120000 sec): 3 clusters
  Score: Raw -3456116.325692 + Penalty 3342.647659 = -3452773.678033
  nChanged 13474
		SP:Iteration 1F (12599.420000 sec): 3 clusters
  Score: Raw -3464011.598424 + Penalty 3342.647659 = -3460668.950765
  nChanged 1485
		SP:Iteration 2F (12599.710000 sec): 3 clusters
  Score: Raw -3464636.810254 + Penalty 3342.647659 = -3461294.162595
  nChanged 1483
		SP:Iteration 3F (12600.080000 sec): 3 clusters
  Score: Raw -3465299.883871 + Penalty 3342.647659 = -3461957.236212
  nChanged 1428
		SP:Iteration 4Q (12600.440000 sec): 3 clusters
  Score: Raw -3465980.495388 + Penalty 3342.647659 = -3462637.847729
  nChanged 1469
		SP:Iteration 5F (12600.750000 sec): 3 clusters
  Score: Raw -3466749.578545 + Penalty 3342.647659 = -3463406.930886
  nChanged 1558
		SP:Iteration 6F (12601.070000 sec): 3 clusters
  Score: Raw -3467663.942875 + Penalty 3342.647659 = -3464321.295216
  nChanged 1633
		SP:Iteration 7F (12601.400000 sec): 3 clusters
  Score: Raw -3468691.625215 + Penalty 3342.647659 = -3465348.977556
  nChanged 1662
		SP:Iteration 8F (12601.690000 sec): 3 clusters
  Score: Raw -3469760.204161 + Penalty 3342.647659 = -3466417.556502
  nChanged 1485
		SP:Iteration 9F (12601.980000 sec): 3 clusters
  Score: Raw -3470790.583297 + Penalty 3342.647659 = -3467447.935638
  nChanged 1341
		SP:Iteration 10Q (12602.270000 sec): 3 clusters
  Score: Raw -3471862.003367 + Penalty 3342.647659 = -3468519.355708
  nChanged 1102
		SP:Iteration 11Q (12602.580000 sec): 3 clusters
  Score: Raw -3472797.763340 + Penalty 3342.647659 = -3469455.115681
  nChanged 850
		SP:Iteration 12Q (12602.840000 sec): 3 clusters
  Score: Raw -3473574.732578 + Penalty 3342.647659 = -3470232.084919
  nChanged 601
		SP:Iteration 13Q (12603.160000 sec): 3 clusters
  Score: Raw -3474098.773760 + Penalty 3342.647659 = -3470756.126101
  nChanged 412
		SP:Iteration 14Q (12603.470000 sec): 3 clusters
  Score: Raw -3474402.364630 + Penalty 3342.647659 = -3471059.716971
  nChanged 278
		SP:Iteration 15Q (12603.780000 sec): 3 clusters
  Score: Raw -3474569.349676 + Penalty 3342.647659 = -3471226.702017
  nChanged 214
		SP:Iteration 16Q (12604.070000 sec): 3 clusters
  Score: Raw -3474686.899054 + Penalty 3342.647659 = -3471344.251395
  nChanged 209
		SP:Iteration 17Q (12604.340000 sec): 3 clusters
  Score: Raw -3474788.749896 + Penalty 3342.647659 = -3471446.102237
  nChanged 144
		SP:Iteration 18Q (12604.640000 sec): 3 clusters
  Score: Raw -3474843.902048 + Penalty 3342.647659 = -3471501.254389
  nChanged 107
		SP:Iteration 19Q (12604.940000 sec): 3 clusters
  Score: Raw -3474876.164797 + Penalty 3342.647659 = -3471533.517138
  nChanged 80
		SP:Iteration 20F (12605.240000 sec): 3 clusters
  Score: Raw -3474902.252169 + Penalty 3342.647659 = -3471559.604510
  nChanged 65
		SP:Iteration 21Q (12605.490000 sec): 3 clusters
  Score: Raw -3474918.619638 + Penalty 3342.647659 = -3471575.971979
  nChanged 46
		SP:Iteration 22Q (12605.800000 sec): 3 clusters
  Score: Raw -3474929.003717 + Penalty 3342.647659 = -3471586.356058
  nChanged 43
		SP:Iteration 23Q (12606.070000 sec): 3 clusters
  Score: Raw -3474937.632624 + Penalty 3342.647659 = -3471594.984965
  nChanged 31
		SP:Iteration 24Q (12606.350000 sec): 3 clusters
  Score: Raw -3474942.957101 + Penalty 3342.647659 = -3471600.309442
  nChanged 24
		SP:Iteration 25Q (12606.610000 sec): 3 clusters
  Score: Raw -3474946.950419 + Penalty 3342.647659 = -3471604.302760
  nChanged 18
		SP:Iteration 26Q (12606.920000 sec): 3 clusters
  Score: Raw -3474950.318939 + Penalty 3342.647659 = -3471607.671280
  nChanged 20
		SP:Iteration 27Q (12607.190000 sec): 3 clusters
  Score: Raw -3474953.955670 + Penalty 3342.647659 = -3471611.308011
  nChanged 13
		SP:Iteration 28Q (12607.470000 sec): 3 clusters
  Score: Raw -3474955.839321 + Penalty 3342.647659 = -3471613.191662
  nChanged 13
		SP:Iteration 29Q (12607.740000 sec): 3 clusters
  Score: Raw -3474957.573830 + Penalty 3342.647659 = -3471614.926171
  nChanged 11
		SP:Iteration 30Q (12608.040000 sec): 3 clusters
  Score: Raw -3474959.541700 + Penalty 3342.647659 = -3471616.894041
  nChanged 15
		SP:Iteration 31Q (12608.320000 sec): 3 clusters
  Score: Raw -3474961.562382 + Penalty 3342.647659 = -3471618.914722
  nChanged 15
		SP:Iteration 32Q (12608.610000 sec): 3 clusters
  Score: Raw -3474963.892390 + Penalty 3342.647659 = -3471621.244731
  nChanged 12
		SP:Iteration 33Q (12608.920000 sec): 3 clusters
  Score: Raw -3474966.014170 + Penalty 3342.647659 = -3471623.366511
  nChanged 13
		SP:Iteration 34Q (12609.160000 sec): 3 clusters
  Score: Raw -3474968.099603 + Penalty 3342.647659 = -3471625.451944
  nChanged 11
		SP:Iteration 35Q (12609.480000 sec): 3 clusters
  Score: Raw -3474969.771080 + Penalty 3342.647659 = -3471627.123421
  nChanged 7
		SP:Iteration 36Q (12609.750000 sec): 3 clusters
  Score: Raw -3474970.496398 + Penalty 3342.647659 = -3471627.848739
  nChanged 8
		SP:Iteration 37Q (12610.040000 sec): 3 clusters
  Score: Raw -3474971.766864 + Penalty 3342.647659 = -3471629.119205
  nChanged 7
		SP:Iteration 38Q (12610.320000 sec): 3 clusters
  Score: Raw -3474972.522224 + Penalty 3342.647659 = -3471629.874565
  nChanged 5
		SP:Iteration 39Q (12610.600000 sec): 3 clusters
  Score: Raw -3474973.199506 + Penalty 3342.647659 = -3471630.551846
  nChanged 6
		SP:Iteration 40F (12610.900000 sec): 3 clusters
  Score: Raw -3474974.450536 + Penalty 3342.647659 = -3471631.802877
  nChanged 9
		SP:Iteration 41Q (12611.170000 sec): 3 clusters
  Score: Raw -3474975.349180 + Penalty 3342.647659 = -3471632.701521
  nChanged 1
		SP:Iteration 42Q (12611.490000 sec): 3 clusters
  Score: Raw -3474975.486096 + Penalty 3342.647659 = -3471632.838437
  nChanged 2
		SP:Iteration 43Q (12611.800000 sec): 3 clusters
  Score: Raw -3474975.736902 + Penalty 3342.647659 = -3471633.089243
  nChanged 0
		SP:Iteration 44F (12612.100000 sec): 3 clusters
  Score: Raw -3474975.736902 + Penalty 3342.647659 = -3471633.089243
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12612.210000 sec): 2 clusters
  Score: Raw -67491.584027 + Penalty 1029.446316 = -66462.137711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12612.400000 sec): 3 clusters
  Score: Raw -67374.910500 + Penalty 2058.892632 = -65316.017868
  nChanged 130
		SP:Iteration 1F (12612.580000 sec): 3 clusters
  Score: Raw -67505.309591 + Penalty 2058.892632 = -65446.416960
  nChanged 36
		SP:Iteration 2F (12612.800000 sec): 3 clusters
  Score: Raw -67550.150050 + Penalty 2058.892632 = -65491.257418
  nChanged 23
		SP:Iteration 3Q (12612.970000 sec): 3 clusters
  Score: Raw -67592.059534 + Penalty 2058.892632 = -65533.166902
  nChanged 24
		SP:Iteration 4Q (12613.180000 sec): 3 clusters
  Score: Raw -67616.388736 + Penalty 2058.892632 = -65557.496104
  nChanged 9
		SP:Iteration 5Q (12613.320000 sec): 3 clusters
  Score: Raw -67632.185573 + Penalty 2058.892632 = -65573.292941
  nChanged 10
		SP:Iteration 6Q (12613.480000 sec): 3 clusters
  Score: Raw -67656.606258 + Penalty 2058.892632 = -65597.713626
  nChanged 10
		SP:Iteration 7Q (12613.660000 sec): 3 clusters
  Score: Raw -67670.198944 + Penalty 2058.892632 = -65611.306312
  nChanged 7
		SP:Iteration 8Q (12613.860000 sec): 3 clusters
  Score: Raw -67683.750517 + Penalty 2058.892632 = -65624.857885
  nChanged 7
		SP:Iteration 9Q (12614.010000 sec): 3 clusters
  Score: Raw -67694.203652 + Penalty 2058.892632 = -65635.311020
  nChanged 6
		SP:Iteration 10Q (12614.220000 sec): 3 clusters
  Score: Raw -67710.195985 + Penalty 2058.892632 = -65651.303353
  nChanged 6
		SP:Iteration 11Q (12614.380000 sec): 3 clusters
  Score: Raw -67717.835616 + Penalty 2058.892632 = -65658.942984
  nChanged 3
		SP:Iteration 12Q (12614.560000 sec): 3 clusters
  Score: Raw -67720.538099 + Penalty 2058.892632 = -65661.645467
  nChanged 1
		SP:Iteration 13Q (12614.760000 sec): 3 clusters
  Score: Raw -67721.610508 + Penalty 2058.892632 = -65662.717876
  nChanged 1
		SP:Iteration 14Q (12614.930000 sec): 3 clusters
  Score: Raw -67722.487635 + Penalty 2058.892632 = -65663.595003
  nChanged 0
		SP:Iteration 15F (12615.060000 sec): 3 clusters
  Score: Raw -67722.487635 + Penalty 2058.892632 = -65663.595003
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (16060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12615.230000 sec): 2 clusters
  Score: Raw -1811464.538121 + Penalty 1573.664135 = -1809890.873986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12615.520000 sec): 3 clusters
  Score: Raw -1801945.590181 + Penalty 3147.328271 = -1798798.261910
  nChanged 7250
		SP:Iteration 1F (12615.760000 sec): 3 clusters
  Score: Raw -1805857.268844 + Penalty 3147.328271 = -1802709.940573
  nChanged 837
		SP:Iteration 2F (12616.000000 sec): 3 clusters
  Score: Raw -1806140.562793 + Penalty 3147.328271 = -1802993.234522
  nChanged 712
		SP:Iteration 3Q (12616.260000 sec): 3 clusters
  Score: Raw -1806368.868968 + Penalty 3147.328271 = -1803221.540697
  nChanged 629
		SP:Iteration 4Q (12616.500000 sec): 3 clusters
  Score: Raw -1806592.124877 + Penalty 3147.328271 = -1803444.796606
  nChanged 617
		SP:Iteration 5Q (12616.790000 sec): 3 clusters
  Score: Raw -1806821.547373 + Penalty 3147.328271 = -1803674.219102
  nChanged 627
		SP:Iteration 6Q (12617.080000 sec): 3 clusters
  Score: Raw -1807053.356614 + Penalty 3147.328271 = -1803906.028343
  nChanged 626
		SP:Iteration 7Q (12617.300000 sec): 3 clusters
  Score: Raw -1807329.764199 + Penalty 3147.328271 = -1804182.435928
  nChanged 692
		SP:Iteration 8Q (12617.540000 sec): 3 clusters
  Score: Raw -1807658.172958 + Penalty 3147.328271 = -1804510.844687
  nChanged 729
		SP:Iteration 9Q (12617.790000 sec): 3 clusters
  Score: Raw -1808030.805912 + Penalty 3147.328271 = -1804883.477641
  nChanged 785
		SP:Iteration 10Q (12618.020000 sec): 3 clusters
  Score: Raw -1808469.146676 + Penalty 3147.328271 = -1805321.818405
  nChanged 780
		SP:Iteration 11Q (12618.300000 sec): 3 clusters
  Score: Raw -1808909.866846 + Penalty 3147.328271 = -1805762.538575
  nChanged 738
		SP:Iteration 12Q (12618.530000 sec): 3 clusters
  Score: Raw -1809329.773967 + Penalty 3147.328271 = -1806182.445696
  nChanged 645
		SP:Iteration 13Q (12618.770000 sec): 3 clusters
  Score: Raw -1809675.747796 + Penalty 3147.328271 = -1806528.419525
  nChanged 581
		SP:Iteration 14Q (12619.030000 sec): 3 clusters
  Score: Raw -1810024.608107 + Penalty 3147.328271 = -1806877.279836
  nChanged 543
		SP:Iteration 15Q (12619.230000 sec): 3 clusters
  Score: Raw -1810368.662423 + Penalty 3147.328271 = -1807221.334152
  nChanged 450
		SP:Iteration 16Q (12619.470000 sec): 3 clusters
  Score: Raw -1810673.883209 + Penalty 3147.328271 = -1807526.554938
  nChanged 382
		SP:Iteration 17Q (12619.720000 sec): 3 clusters
  Score: Raw -1810937.740437 + Penalty 3147.328271 = -1807790.412166
  nChanged 317
		SP:Iteration 18Q (12619.990000 sec): 3 clusters
  Score: Raw -1811168.790977 + Penalty 3147.328271 = -1808021.462706
  nChanged 244
		SP:Iteration 19Q (12620.200000 sec): 3 clusters
  Score: Raw -1811338.493089 + Penalty 3147.328271 = -1808191.164818
  nChanged 177
		SP:Iteration 20F (12620.440000 sec): 3 clusters
  Score: Raw -1811448.422078 + Penalty 3147.328271 = -1808301.093807
  nChanged 131
		SP:Iteration 21Q (12620.710000 sec): 3 clusters
  Score: Raw -1811517.899012 + Penalty 3147.328271 = -1808370.570741
  nChanged 83
		SP:Iteration 22Q (12620.930000 sec): 3 clusters
  Score: Raw -1811561.865358 + Penalty 3147.328271 = -1808414.537087
  nChanged 75
		SP:Iteration 23Q (12621.130000 sec): 3 clusters
  Score: Raw -1811602.100413 + Penalty 3147.328271 = -1808454.772142
  nChanged 66
		SP:Iteration 24Q (12621.350000 sec): 3 clusters
  Score: Raw -1811632.205363 + Penalty 3147.328271 = -1808484.877092
  nChanged 54
		SP:Iteration 25Q (12621.570000 sec): 3 clusters
  Score: Raw -1811659.394439 + Penalty 3147.328271 = -1808512.066168
  nChanged 42
		SP:Iteration 26Q (12621.810000 sec): 3 clusters
  Score: Raw -1811684.057758 + Penalty 3147.328271 = -1808536.729487
  nChanged 41
		SP:Iteration 27Q (12622.040000 sec): 3 clusters
  Score: Raw -1811709.471082 + Penalty 3147.328271 = -1808562.142811
  nChanged 34
		SP:Iteration 28Q (12622.230000 sec): 3 clusters
  Score: Raw -1811730.434669 + Penalty 3147.328271 = -1808583.106399
  nChanged 29
		SP:Iteration 29Q (12622.430000 sec): 3 clusters
  Score: Raw -1811753.057725 + Penalty 3147.328271 = -1808605.729455
  nChanged 33
		SP:Iteration 30Q (12622.660000 sec): 3 clusters
  Score: Raw -1811775.296695 + Penalty 3147.328271 = -1808627.968424
  nChanged 32
		SP:Iteration 31Q (12622.930000 sec): 3 clusters
  Score: Raw -1811791.495077 + Penalty 3147.328271 = -1808644.166806
  nChanged 20
		SP:Iteration 32Q (12623.150000 sec): 3 clusters
  Score: Raw -1811803.488161 + Penalty 3147.328271 = -1808656.159890
  nChanged 24
		SP:Iteration 33Q (12623.370000 sec): 3 clusters
  Score: Raw -1811817.214942 + Penalty 3147.328271 = -1808669.886671
  nChanged 25
		SP:Iteration 34Q (12623.580000 sec): 3 clusters
  Score: Raw -1811828.843904 + Penalty 3147.328271 = -1808681.515633
  nChanged 18
		SP:Iteration 35Q (12623.840000 sec): 3 clusters
  Score: Raw -1811836.916930 + Penalty 3147.328271 = -1808689.588659
  nChanged 14
		SP:Iteration 36Q (12624.080000 sec): 3 clusters
  Score: Raw -1811842.378488 + Penalty 3147.328271 = -1808695.050217
  nChanged 13
		SP:Iteration 37Q (12624.300000 sec): 3 clusters
  Score: Raw -1811847.699819 + Penalty 3147.328271 = -1808700.371548
  nChanged 11
		SP:Iteration 38Q (12624.520000 sec): 3 clusters
  Score: Raw -1811851.498139 + Penalty 3147.328271 = -1808704.169868
  nChanged 7
		SP:Iteration 39Q (12624.760000 sec): 3 clusters
  Score: Raw -1811854.611292 + Penalty 3147.328271 = -1808707.283021
  nChanged 9
		SP:Iteration 40F (12625.020000 sec): 3 clusters
  Score: Raw -1811857.387284 + Penalty 3147.328271 = -1808710.059013
  nChanged 3
		SP:Iteration 41Q (12625.230000 sec): 3 clusters
  Score: Raw -1811858.633802 + Penalty 3147.328271 = -1808711.305531
  nChanged 5
		SP:Iteration 42Q (12625.470000 sec): 3 clusters
  Score: Raw -1811862.723473 + Penalty 3147.328271 = -1808715.395202
  nChanged 16
		SP:Iteration 43Q (12625.680000 sec): 3 clusters
  Score: Raw -1811873.402191 + Penalty 3147.328271 = -1808726.073920
  nChanged 11
		SP:Iteration 44Q (12625.940000 sec): 3 clusters
  Score: Raw -1811880.670033 + Penalty 3147.328271 = -1808733.341762
  nChanged 11
		SP:Iteration 45Q (12626.160000 sec): 3 clusters
  Score: Raw -1811886.110286 + Penalty 3147.328271 = -1808738.782015
  nChanged 9
		SP:Iteration 46Q (12626.380000 sec): 3 clusters
  Score: Raw -1811890.728182 + Penalty 3147.328271 = -1808743.399912
  nChanged 10
		SP:Iteration 47Q (12626.600000 sec): 3 clusters
  Score: Raw -1811894.547919 + Penalty 3147.328271 = -1808747.219649
  nChanged 11
		SP:Iteration 48Q (12626.820000 sec): 3 clusters
  Score: Raw -1811898.358490 + Penalty 3147.328271 = -1808751.030219
  nChanged 3
		SP:Iteration 49Q (12627.050000 sec): 3 clusters
  Score: Raw -1811899.149721 + Penalty 3147.328271 = -1808751.821450
  nChanged 2
		SP:Iteration 50Q (12627.300000 sec): 3 clusters
  Score: Raw -1811899.875648 + Penalty 3147.328271 = -1808752.547377
  nChanged 2
		SP:Iteration 51Q (12627.520000 sec): 3 clusters
  Score: Raw -1811900.495099 + Penalty 3147.328271 = -1808753.166828
  nChanged 1
		SP:Iteration 52Q (12627.760000 sec): 3 clusters
  Score: Raw -1811900.763990 + Penalty 3147.328271 = -1808753.435719
  nChanged 0
		SP:Iteration 53F (12628.060000 sec): 3 clusters
  Score: Raw -1811900.763990 + Penalty 3147.328271 = -1808753.435719
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (16446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12628.200000 sec): 2 clusters
  Score: Raw -1808123.624610 + Penalty 1577.523604 = -1806546.101006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12628.440000 sec): 3 clusters
  Score: Raw -1798507.641978 + Penalty 3155.047209 = -1795352.594769
  nChanged 7242
		SP:Iteration 1F (12628.680000 sec): 3 clusters
  Score: Raw -1802723.424688 + Penalty 3155.047209 = -1799568.377479
  nChanged 1093
		SP:Iteration 2F (12628.940000 sec): 3 clusters
  Score: Raw -1803283.273695 + Penalty 3155.047209 = -1800128.226486
  nChanged 984
		SP:Iteration 3F (12629.200000 sec): 3 clusters
  Score: Raw -1803842.079084 + Penalty 3155.047209 = -1800687.031876
  nChanged 952
		SP:Iteration 4F (12629.440000 sec): 3 clusters
  Score: Raw -1804364.544890 + Penalty 3155.047209 = -1801209.497681
  nChanged 893
		SP:Iteration 5F (12629.710000 sec): 3 clusters
  Score: Raw -1804877.475983 + Penalty 3155.047209 = -1801722.428774
  nChanged 884
		SP:Iteration 6F (12629.980000 sec): 3 clusters
  Score: Raw -1805389.353185 + Penalty 3155.047209 = -1802234.305977
  nChanged 804
		SP:Iteration 7Q (12630.250000 sec): 3 clusters
  Score: Raw -1805874.738425 + Penalty 3155.047209 = -1802719.691216
  nChanged 763
		SP:Iteration 8Q (12630.470000 sec): 3 clusters
  Score: Raw -1806329.524058 + Penalty 3155.047209 = -1803174.476849
  nChanged 607
		SP:Iteration 9Q (12630.760000 sec): 3 clusters
  Score: Raw -1806696.124225 + Penalty 3155.047209 = -1803541.077016
  nChanged 513
		SP:Iteration 10Q (12630.960000 sec): 3 clusters
  Score: Raw -1806991.524913 + Penalty 3155.047209 = -1803836.477704
  nChanged 470
		SP:Iteration 11Q (12631.240000 sec): 3 clusters
  Score: Raw -1807278.140517 + Penalty 3155.047209 = -1804123.093308
  nChanged 402
		SP:Iteration 12Q (12631.460000 sec): 3 clusters
  Score: Raw -1807529.447830 + Penalty 3155.047209 = -1804374.400621
  nChanged 327
		SP:Iteration 13Q (12631.700000 sec): 3 clusters
  Score: Raw -1807731.103765 + Penalty 3155.047209 = -1804576.056556
  nChanged 273
		SP:Iteration 14Q (12631.910000 sec): 3 clusters
  Score: Raw -1807892.036556 + Penalty 3155.047209 = -1804736.989348
  nChanged 232
		SP:Iteration 15Q (12632.130000 sec): 3 clusters
  Score: Raw -1808019.162288 + Penalty 3155.047209 = -1804864.115079
  nChanged 169
		SP:Iteration 16Q (12632.420000 sec): 3 clusters
  Score: Raw -1808118.410730 + Penalty 3155.047209 = -1804963.363521
  nChanged 148
		SP:Iteration 17Q (12632.670000 sec): 3 clusters
  Score: Raw -1808205.833638 + Penalty 3155.047209 = -1805050.786429
  nChanged 142
		SP:Iteration 18Q (12632.930000 sec): 3 clusters
  Score: Raw -1808285.694078 + Penalty 3155.047209 = -1805130.646869
  nChanged 90
		SP:Iteration 19Q (12633.210000 sec): 3 clusters
  Score: Raw -1808331.986518 + Penalty 3155.047209 = -1805176.939310
  nChanged 79
		SP:Iteration 20F (12633.460000 sec): 3 clusters
  Score: Raw -1808368.601814 + Penalty 3155.047209 = -1805213.554606
  nChanged 59
		SP:Iteration 21Q (12633.680000 sec): 3 clusters
  Score: Raw -1808393.976100 + Penalty 3155.047209 = -1805238.928891
  nChanged 38
		SP:Iteration 22Q (12633.930000 sec): 3 clusters
  Score: Raw -1808411.615043 + Penalty 3155.047209 = -1805256.567834
  nChanged 34
		SP:Iteration 23Q (12634.180000 sec): 3 clusters
  Score: Raw -1808427.603205 + Penalty 3155.047209 = -1805272.555996
  nChanged 35
		SP:Iteration 24Q (12634.420000 sec): 3 clusters
  Score: Raw -1808447.785823 + Penalty 3155.047209 = -1805292.738614
  nChanged 28
		SP:Iteration 25Q (12634.630000 sec): 3 clusters
  Score: Raw -1808464.890560 + Penalty 3155.047209 = -1805309.843351
  nChanged 26
		SP:Iteration 26Q (12634.890000 sec): 3 clusters
  Score: Raw -1808480.363697 + Penalty 3155.047209 = -1805325.316489
  nChanged 19
		SP:Iteration 27Q (12635.130000 sec): 3 clusters
  Score: Raw -1808493.380127 + Penalty 3155.047209 = -1805338.332918
  nChanged 26
		SP:Iteration 28Q (12635.380000 sec): 3 clusters
  Score: Raw -1808507.820928 + Penalty 3155.047209 = -1805352.773719
  nChanged 25
		SP:Iteration 29Q (12635.630000 sec): 3 clusters
  Score: Raw -1808518.812816 + Penalty 3155.047209 = -1805363.765607
  nChanged 15
		SP:Iteration 30Q (12635.890000 sec): 3 clusters
  Score: Raw -1808529.083948 + Penalty 3155.047209 = -1805374.036739
  nChanged 20
		SP:Iteration 31Q (12636.160000 sec): 3 clusters
  Score: Raw -1808542.892374 + Penalty 3155.047209 = -1805387.845166
  nChanged 15
		SP:Iteration 32Q (12636.410000 sec): 3 clusters
  Score: Raw -1808549.391667 + Penalty 3155.047209 = -1805394.344458
  nChanged 9
		SP:Iteration 33Q (12636.660000 sec): 3 clusters
  Score: Raw -1808553.875570 + Penalty 3155.047209 = -1805398.828361
  nChanged 6
		SP:Iteration 34Q (12636.880000 sec): 3 clusters
  Score: Raw -1808556.468009 + Penalty 3155.047209 = -1805401.420800
  nChanged 6
		SP:Iteration 35Q (12637.160000 sec): 3 clusters
  Score: Raw -1808561.011888 + Penalty 3155.047209 = -1805405.964680
  nChanged 5
		SP:Iteration 36Q (12637.380000 sec): 3 clusters
  Score: Raw -1808562.986304 + Penalty 3155.047209 = -1805407.939095
  nChanged 4
		SP:Iteration 37Q (12637.640000 sec): 3 clusters
  Score: Raw -1808564.366132 + Penalty 3155.047209 = -1805409.318924
  nChanged 2
		SP:Iteration 38Q (12637.880000 sec): 3 clusters
  Score: Raw -1808564.938169 + Penalty 3155.047209 = -1805409.890960
  nChanged 2
		SP:Iteration 39Q (12638.100000 sec): 3 clusters
  Score: Raw -1808565.205212 + Penalty 3155.047209 = -1805410.158003
  nChanged 3
		SP:Iteration 40F (12638.360000 sec): 3 clusters
  Score: Raw -1808565.920621 + Penalty 3155.047209 = -1805410.873412
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (11378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12638.480000 sec): 2 clusters
  Score: Raw -1300592.696636 + Penalty 1517.658504 = -1299075.038132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12638.730000 sec): 3 clusters
  Score: Raw -1294119.051505 + Penalty 3035.317007 = -1291083.734497
  nChanged 4941
		SP:Iteration 1F (12638.950000 sec): 3 clusters
  Score: Raw -1296798.544244 + Penalty 3035.317007 = -1293763.227236
  nChanged 616
		SP:Iteration 2F (12639.200000 sec): 3 clusters
  Score: Raw -1297031.020530 + Penalty 3035.317007 = -1293995.703523
  nChanged 532
		SP:Iteration 3Q (12639.450000 sec): 3 clusters
  Score: Raw -1297240.062306 + Penalty 3035.317007 = -1294204.745299
  nChanged 460
		SP:Iteration 4Q (12639.660000 sec): 3 clusters
  Score: Raw -1297410.202094 + Penalty 3035.317007 = -1294374.885087
  nChanged 389
		SP:Iteration 5Q (12639.960000 sec): 3 clusters
  Score: Raw -1297554.171416 + Penalty 3035.317007 = -1294518.854408
  nChanged 377
		SP:Iteration 6Q (12640.170000 sec): 3 clusters
  Score: Raw -1297678.052686 + Penalty 3035.317007 = -1294642.735679
  nChanged 338
		SP:Iteration 7Q (12640.380000 sec): 3 clusters
  Score: Raw -1297805.705418 + Penalty 3035.317007 = -1294770.388411
  nChanged 357
		SP:Iteration 8Q (12640.600000 sec): 3 clusters
  Score: Raw -1297934.441609 + Penalty 3035.317007 = -1294899.124602
  nChanged 322
		SP:Iteration 9Q (12640.840000 sec): 3 clusters
  Score: Raw -1298040.337754 + Penalty 3035.317007 = -1295005.020747
  nChanged 301
		SP:Iteration 10Q (12641.080000 sec): 3 clusters
  Score: Raw -1298147.721409 + Penalty 3035.317007 = -1295112.404402
  nChanged 303
		SP:Iteration 11Q (12641.290000 sec): 3 clusters
  Score: Raw -1298271.542607 + Penalty 3035.317007 = -1295236.225600
  nChanged 329
		SP:Iteration 12Q (12641.550000 sec): 3 clusters
  Score: Raw -1298418.533875 + Penalty 3035.317007 = -1295383.216868
  nChanged 341
		SP:Iteration 13Q (12641.780000 sec): 3 clusters
  Score: Raw -1298570.818357 + Penalty 3035.317007 = -1295535.501350
  nChanged 344
		SP:Iteration 14Q (12642.000000 sec): 3 clusters
  Score: Raw -1298727.312318 + Penalty 3035.317007 = -1295691.995311
  nChanged 342
		SP:Iteration 15Q (12642.240000 sec): 3 clusters
  Score: Raw -1298902.954105 + Penalty 3035.317007 = -1295867.637098
  nChanged 329
		SP:Iteration 16Q (12642.440000 sec): 3 clusters
  Score: Raw -1299072.855610 + Penalty 3035.317007 = -1296037.538603
  nChanged 314
		SP:Iteration 17Q (12642.660000 sec): 3 clusters
  Score: Raw -1299236.437165 + Penalty 3035.317007 = -1296201.120158
  nChanged 259
		SP:Iteration 18Q (12642.880000 sec): 3 clusters
  Score: Raw -1299365.089463 + Penalty 3035.317007 = -1296329.772455
  nChanged 234
		SP:Iteration 19Q (12643.110000 sec): 3 clusters
  Score: Raw -1299482.158994 + Penalty 3035.317007 = -1296446.841987
  nChanged 218
		SP:Iteration 20F (12643.300000 sec): 3 clusters
  Score: Raw -1299587.026013 + Penalty 3035.317007 = -1296551.709005
  nChanged 192
		SP:Iteration 21Q (12643.520000 sec): 3 clusters
  Score: Raw -1299675.858538 + Penalty 3035.317007 = -1296640.541530
  nChanged 182
		SP:Iteration 22Q (12643.740000 sec): 3 clusters
  Score: Raw -1299758.834254 + Penalty 3035.317007 = -1296723.517247
  nChanged 154
		SP:Iteration 23Q (12643.980000 sec): 3 clusters
  Score: Raw -1299818.240555 + Penalty 3035.317007 = -1296782.923548
  nChanged 126
		SP:Iteration 24Q (12644.230000 sec): 3 clusters
  Score: Raw -1299869.068764 + Penalty 3035.317007 = -1296833.751757
  nChanged 127
		SP:Iteration 25Q (12644.460000 sec): 3 clusters
  Score: Raw -1299921.322841 + Penalty 3035.317007 = -1296886.005834
  nChanged 134
		SP:Iteration 26Q (12644.670000 sec): 3 clusters
  Score: Raw -1299976.152980 + Penalty 3035.317007 = -1296940.835973
  nChanged 120
		SP:Iteration 27Q (12644.890000 sec): 3 clusters
  Score: Raw -1300024.935007 + Penalty 3035.317007 = -1296989.618000
  nChanged 117
		SP:Iteration 28Q (12645.140000 sec): 3 clusters
  Score: Raw -1300077.247375 + Penalty 3035.317007 = -1297041.930367
  nChanged 122
		SP:Iteration 29Q (12645.380000 sec): 3 clusters
  Score: Raw -1300131.693055 + Penalty 3035.317007 = -1297096.376048
  nChanged 110
		SP:Iteration 30Q (12645.580000 sec): 3 clusters
  Score: Raw -1300180.745771 + Penalty 3035.317007 = -1297145.428764
  nChanged 102
		SP:Iteration 31Q (12645.810000 sec): 3 clusters
  Score: Raw -1300220.920789 + Penalty 3035.317007 = -1297185.603782
  nChanged 91
		SP:Iteration 32Q (12646.050000 sec): 3 clusters
  Score: Raw -1300252.462188 + Penalty 3035.317007 = -1297217.145181
  nChanged 83
		SP:Iteration 33Q (12646.290000 sec): 3 clusters
  Score: Raw -1300280.810402 + Penalty 3035.317007 = -1297245.493394
  nChanged 70
		SP:Iteration 34Q (12646.520000 sec): 3 clusters
  Score: Raw -1300302.349379 + Penalty 3035.317007 = -1297267.032372
  nChanged 56
		SP:Iteration 35Q (12646.780000 sec): 3 clusters
  Score: Raw -1300318.637629 + Penalty 3035.317007 = -1297283.320621
  nChanged 49
		SP:Iteration 36Q (12647.000000 sec): 3 clusters
  Score: Raw -1300334.064617 + Penalty 3035.317007 = -1297298.747610
  nChanged 51
		SP:Iteration 37Q (12647.240000 sec): 3 clusters
  Score: Raw -1300351.532983 + Penalty 3035.317007 = -1297316.215975
  nChanged 47
		SP:Iteration 38Q (12647.460000 sec): 3 clusters
  Score: Raw -1300369.402767 + Penalty 3035.317007 = -1297334.085760
  nChanged 57
		SP:Iteration 39Q (12647.690000 sec): 3 clusters
  Score: Raw -1300389.679004 + Penalty 3035.317007 = -1297354.361997
  nChanged 64
		SP:Iteration 40F (12647.930000 sec): 3 clusters
  Score: Raw -1300413.380608 + Penalty 3035.317007 = -1297378.063601
  nChanged 46
		SP:Iteration 41Q (12648.160000 sec): 3 clusters
  Score: Raw -1300431.503869 + Penalty 3035.317007 = -1297396.186862
  nChanged 50
		SP:Iteration 42Q (12648.380000 sec): 3 clusters
  Score: Raw -1300452.100248 + Penalty 3035.317007 = -1297416.783240
  nChanged 54
		SP:Iteration 43Q (12648.580000 sec): 3 clusters
  Score: Raw -1300473.220522 + Penalty 3035.317007 = -1297437.903515
  nChanged 50
		SP:Iteration 44Q (12648.840000 sec): 3 clusters
  Score: Raw -1300492.636536 + Penalty 3035.317007 = -1297457.319529
  nChanged 40
		SP:Iteration 45Q (12649.080000 sec): 3 clusters
  Score: Raw -1300506.782448 + Penalty 3035.317007 = -1297471.465441
  nChanged 38
		SP:Iteration 46Q (12649.290000 sec): 3 clusters
  Score: Raw -1300522.289892 + Penalty 3035.317007 = -1297486.972885
  nChanged 29
		SP:Iteration 47Q (12649.500000 sec): 3 clusters
  Score: Raw -1300534.283546 + Penalty 3035.317007 = -1297498.966539
  nChanged 32
		SP:Iteration 48Q (12649.730000 sec): 3 clusters
  Score: Raw -1300546.476600 + Penalty 3035.317007 = -1297511.159593
  nChanged 32
		SP:Iteration 49Q (12649.970000 sec): 3 clusters
  Score: Raw -1300561.566270 + Penalty 3035.317007 = -1297526.249263
  nChanged 30
		SP:Iteration 50Q (12650.210000 sec): 3 clusters
  Score: Raw -1300570.356086 + Penalty 3035.317007 = -1297535.039079
  nChanged 19
		SP:Iteration 51Q (12650.420000 sec): 3 clusters
  Score: Raw -1300577.737984 + Penalty 3035.317007 = -1297542.420977
  nChanged 18
		SP:Iteration 52Q (12650.660000 sec): 3 clusters
  Score: Raw -1300586.150603 + Penalty 3035.317007 = -1297550.833596
  nChanged 21
		SP:Iteration 53Q (12650.850000 sec): 3 clusters
  Score: Raw -1300593.772250 + Penalty 3035.317007 = -1297558.455242
  nChanged 20
		SP:Iteration 54Q (12651.080000 sec): 3 clusters
  Score: Raw -1300601.708914 + Penalty 3035.317007 = -1297566.391907
  nChanged 22
		SP:Iteration 55Q (12651.310000 sec): 3 clusters
  Score: Raw -1300614.246245 + Penalty 3035.317007 = -1297578.929238
  nChanged 25
		SP:Iteration 56Q (12651.550000 sec): 3 clusters
  Score: Raw -1300623.345022 + Penalty 3035.317007 = -1297588.028015
  nChanged 23
		SP:Iteration 57Q (12651.790000 sec): 3 clusters
  Score: Raw -1300632.590618 + Penalty 3035.317007 = -1297597.273611
  nChanged 19
		SP:Iteration 58Q (12652.070000 sec): 3 clusters
  Score: Raw -1300639.784318 + Penalty 3035.317007 = -1297604.467310
  nChanged 20
		SP:Iteration 59Q (12652.270000 sec): 3 clusters
  Score: Raw -1300650.031645 + Penalty 3035.317007 = -1297614.714638
  nChanged 22
		SP:Iteration 60F (12652.520000 sec): 3 clusters
  Score: Raw -1300659.759967 + Penalty 3035.317007 = -1297624.442960
  nChanged 23
		SP:Iteration 61Q (12652.730000 sec): 3 clusters
  Score: Raw -1300669.641572 + Penalty 3035.317007 = -1297634.324565
  nChanged 18
		SP:Iteration 62Q (12652.960000 sec): 3 clusters
  Score: Raw -1300676.846149 + Penalty 3035.317007 = -1297641.529141
  nChanged 14
		SP:Iteration 63Q (12653.140000 sec): 3 clusters
  Score: Raw -1300683.075970 + Penalty 3035.317007 = -1297647.758962
  nChanged 11
		SP:Iteration 64Q (12653.370000 sec): 3 clusters
  Score: Raw -1300688.164499 + Penalty 3035.317007 = -1297652.847491
  nChanged 10
		SP:Iteration 65Q (12653.570000 sec): 3 clusters
  Score: Raw -1300693.737984 + Penalty 3035.317007 = -1297658.420976
  nChanged 10
		SP:Iteration 66Q (12653.770000 sec): 3 clusters
  Score: Raw -1300697.187396 + Penalty 3035.317007 = -1297661.870388
  nChanged 7
		SP:Iteration 67Q (12653.990000 sec): 3 clusters
  Score: Raw -1300699.335889 + Penalty 3035.317007 = -1297664.018881
  nChanged 5
		SP:Iteration 68Q (12654.200000 sec): 3 clusters
  Score: Raw -1300700.797383 + Penalty 3035.317007 = -1297665.480376
  nChanged 2
		SP:Iteration 69Q (12654.380000 sec): 3 clusters
  Score: Raw -1300701.825123 + Penalty 3035.317007 = -1297666.508116
  nChanged 2
		SP:Iteration 70Q (12654.620000 sec): 3 clusters
  Score: Raw -1300702.781321 + Penalty 3035.317007 = -1297667.464314
  nChanged 4
		SP:Iteration 71Q (12654.800000 sec): 3 clusters
  Score: Raw -1300704.900353 + Penalty 3035.317007 = -1297669.583346
  nChanged 5
		SP:Iteration 72Q (12655.010000 sec): 3 clusters
  Score: Raw -1300707.738116 + Penalty 3035.317007 = -1297672.421109
  nChanged 4
		SP:Iteration 73Q (12655.230000 sec): 3 clusters
  Score: Raw -1300710.867529 + Penalty 3035.317007 = -1297675.550522
  nChanged 7
		SP:Iteration 74Q (12655.430000 sec): 3 clusters
  Score: Raw -1300714.609996 + Penalty 3035.317007 = -1297679.292989
  nChanged 6
		SP:Iteration 75Q (12655.650000 sec): 3 clusters
  Score: Raw -1300716.185805 + Penalty 3035.317007 = -1297680.868797
  nChanged 4
		SP:Iteration 76Q (12655.840000 sec): 3 clusters
  Score: Raw -1300717.519946 + Penalty 3035.317007 = -1297682.202939
  nChanged 4
		SP:Iteration 77Q (12656.080000 sec): 3 clusters
  Score: Raw -1300719.396171 + Penalty 3035.317007 = -1297684.079163
  nChanged 4
		SP:Iteration 78Q (12656.270000 sec): 3 clusters
  Score: Raw -1300720.709650 + Penalty 3035.317007 = -1297685.392643
  nChanged 4
		SP:Iteration 79Q (12656.460000 sec): 3 clusters
  Score: Raw -1300722.890111 + Penalty 3035.317007 = -1297687.573104
  nChanged 9
		SP:Iteration 80F (12656.690000 sec): 3 clusters
  Score: Raw -1300727.414509 + Penalty 3035.317007 = -1297692.097502
  nChanged 6
		SP:Iteration 81Q (12656.930000 sec): 3 clusters
  Score: Raw -1300729.297403 + Penalty 3035.317007 = -1297693.980396
  nChanged 5
		SP:Iteration 82Q (12657.100000 sec): 3 clusters
  Score: Raw -1300731.130505 + Penalty 3035.317007 = -1297695.813498
  nChanged 6
		SP:Iteration 83Q (12657.300000 sec): 3 clusters
  Score: Raw -1300734.043732 + Penalty 3035.317007 = -1297698.726725
  nChanged 5
		SP:Iteration 84Q (12657.500000 sec): 3 clusters
  Score: Raw -1300735.651073 + Penalty 3035.317007 = -1297700.334066
  nChanged 4
		SP:Iteration 85Q (12657.730000 sec): 3 clusters
  Score: Raw -1300737.234280 + Penalty 3035.317007 = -1297701.917273
  nChanged 1
		SP:Iteration 86Q (12657.920000 sec): 3 clusters
  Score: Raw -1300737.572239 + Penalty 3035.317007 = -1297702.255232
  nChanged 0
		SP:Iteration 87F (12658.130000 sec): 3 clusters
  Score: Raw -1300737.572239 + Penalty 3035.317007 = -1297702.255232
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12658.270000 sec): 2 clusters
  Score: Raw -149330.370902 + Penalty 1183.448692 = -148146.922210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12658.430000 sec): 3 clusters
  Score: Raw -148799.351863 + Penalty 2366.897383 = -146432.454480
  nChanged 493
		SP:Iteration 1F (12658.650000 sec): 3 clusters
  Score: Raw -149259.435179 + Penalty 2366.897383 = -146892.537795
  nChanged 147
		SP:Iteration 2F (12658.780000 sec): 3 clusters
  Score: Raw -149404.941576 + Penalty 2366.897383 = -147038.044192
  nChanged 94
		SP:Iteration 3F (12658.960000 sec): 3 clusters
  Score: Raw -149493.056933 + Penalty 2366.897383 = -147126.159549
  nChanged 63
		SP:Iteration 4Q (12659.110000 sec): 3 clusters
  Score: Raw -149553.125939 + Penalty 2366.897383 = -147186.228555
  nChanged 45
		SP:Iteration 5Q (12659.300000 sec): 3 clusters
  Score: Raw -149592.498587 + Penalty 2366.897383 = -147225.601204
  nChanged 29
		SP:Iteration 6Q (12659.500000 sec): 3 clusters
  Score: Raw -149616.377301 + Penalty 2366.897383 = -147249.479918
  nChanged 21
		SP:Iteration 7Q (12659.690000 sec): 3 clusters
  Score: Raw -149634.300270 + Penalty 2366.897383 = -147267.402887
  nChanged 19
		SP:Iteration 8Q (12659.860000 sec): 3 clusters
  Score: Raw -149652.496402 + Penalty 2366.897383 = -147285.599018
  nChanged 21
		SP:Iteration 9Q (12660.080000 sec): 3 clusters
  Score: Raw -149671.731684 + Penalty 2366.897383 = -147304.834301
  nChanged 12
		SP:Iteration 10Q (12660.240000 sec): 3 clusters
  Score: Raw -149680.863667 + Penalty 2366.897383 = -147313.966284
  nChanged 12
		SP:Iteration 11Q (12660.400000 sec): 3 clusters
  Score: Raw -149693.864378 + Penalty 2366.897383 = -147326.966994
  nChanged 17
		SP:Iteration 12Q (12660.590000 sec): 3 clusters
  Score: Raw -149715.054521 + Penalty 2366.897383 = -147348.157138
  nChanged 14
		SP:Iteration 13Q (12660.770000 sec): 3 clusters
  Score: Raw -149726.745840 + Penalty 2366.897383 = -147359.848456
  nChanged 10
		SP:Iteration 14Q (12660.910000 sec): 3 clusters
  Score: Raw -149735.074062 + Penalty 2366.897383 = -147368.176679
  nChanged 12
		SP:Iteration 15Q (12661.120000 sec): 3 clusters
  Score: Raw -149743.703616 + Penalty 2366.897383 = -147376.806232
  nChanged 11
		SP:Iteration 16Q (12661.280000 sec): 3 clusters
  Score: Raw -149750.943213 + Penalty 2366.897383 = -147384.045830
  nChanged 5
		SP:Iteration 17Q (12661.490000 sec): 3 clusters
  Score: Raw -149754.304297 + Penalty 2366.897383 = -147387.406914
  nChanged 4
		SP:Iteration 18Q (12661.660000 sec): 3 clusters
  Score: Raw -149755.860832 + Penalty 2366.897383 = -147388.963449
  nChanged 4
		SP:Iteration 19Q (12661.830000 sec): 3 clusters
  Score: Raw -149757.265528 + Penalty 2366.897383 = -147390.368145
  nChanged 2
		SP:Iteration 20F (12662.020000 sec): 3 clusters
  Score: Raw -149758.172154 + Penalty 2366.897383 = -147391.274771
  nChanged 1
		SP:Iteration 21Q (12662.200000 sec): 3 clusters
  Score: Raw -149758.441938 + Penalty 2366.897383 = -147391.544555
  nChanged 1
		SP:Iteration 22Q (12662.380000 sec): 3 clusters
  Score: Raw -149758.609917 + Penalty 2366.897383 = -147391.712533
  nChanged 0
		SP:Iteration 23F (12662.540000 sec): 3 clusters
  Score: Raw -149758.609917 + Penalty 2366.897383 = -147391.712533
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (18291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12662.680000 sec): 2 clusters
  Score: Raw -2151731.688910 + Penalty 1594.801717 = -2150136.887193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12662.960000 sec): 3 clusters
  Score: Raw -2140710.774566 + Penalty 3189.603435 = -2137521.171131
  nChanged 8217
		SP:Iteration 1F (12663.220000 sec): 3 clusters
  Score: Raw -2145435.329336 + Penalty 3189.603435 = -2142245.725901
  nChanged 876
		SP:Iteration 2Q (12663.500000 sec): 3 clusters
  Score: Raw -2145745.669256 + Penalty 3189.603435 = -2142556.065821
  nChanged 766
		SP:Iteration 3Q (12663.760000 sec): 3 clusters
  Score: Raw -2145997.422489 + Penalty 3189.603435 = -2142807.819054
  nChanged 685
		SP:Iteration 4Q (12664.060000 sec): 3 clusters
  Score: Raw -2146253.396050 + Penalty 3189.603435 = -2143063.792615
  nChanged 731
		SP:Iteration 5Q (12664.280000 sec): 3 clusters
  Score: Raw -2146545.907440 + Penalty 3189.603435 = -2143356.304005
  nChanged 800
		SP:Iteration 6Q (12664.540000 sec): 3 clusters
  Score: Raw -2146882.753225 + Penalty 3189.603435 = -2143693.149790
  nChanged 830
		SP:Iteration 7Q (12664.850000 sec): 3 clusters
  Score: Raw -2147273.877609 + Penalty 3189.603435 = -2144084.274175
  nChanged 911
		SP:Iteration 8Q (12665.120000 sec): 3 clusters
  Score: Raw -2147771.511381 + Penalty 3189.603435 = -2144581.907947
  nChanged 1024
		SP:Iteration 9F (12665.360000 sec): 3 clusters
  Score: Raw -2148394.067849 + Penalty 3189.603435 = -2145204.464414
  nChanged 1038
		SP:Iteration 10F (12665.640000 sec): 3 clusters
  Score: Raw -2149136.545200 + Penalty 3189.603435 = -2145946.941766
  nChanged 1005
		SP:Iteration 11F (12665.900000 sec): 3 clusters
  Score: Raw -2149923.625768 + Penalty 3189.603435 = -2146734.022333
  nChanged 858
		SP:Iteration 12Q (12666.150000 sec): 3 clusters
  Score: Raw -2150557.431975 + Penalty 3189.603435 = -2147367.828540
  nChanged 629
		SP:Iteration 13Q (12666.390000 sec): 3 clusters
  Score: Raw -2151007.522916 + Penalty 3189.603435 = -2147817.919481
  nChanged 494
		SP:Iteration 14Q (12666.660000 sec): 3 clusters
  Score: Raw -2151345.114582 + Penalty 3189.603435 = -2148155.511147
  nChanged 321
		SP:Iteration 15Q (12666.900000 sec): 3 clusters
  Score: Raw -2151570.517936 + Penalty 3189.603435 = -2148380.914501
  nChanged 254
		SP:Iteration 16Q (12667.180000 sec): 3 clusters
  Score: Raw -2151721.314310 + Penalty 3189.603435 = -2148531.710875
  nChanged 181
		SP:Iteration 17Q (12667.450000 sec): 3 clusters
  Score: Raw -2151815.121765 + Penalty 3189.603435 = -2148625.518330
  nChanged 139
		SP:Iteration 18Q (12667.670000 sec): 3 clusters
  Score: Raw -2151886.053223 + Penalty 3189.603435 = -2148696.449788
  nChanged 111
		SP:Iteration 19Q (12667.970000 sec): 3 clusters
  Score: Raw -2151938.252162 + Penalty 3189.603435 = -2148748.648728
  nChanged 94
		SP:Iteration 20F (12668.180000 sec): 3 clusters
  Score: Raw -2151978.507062 + Penalty 3189.603435 = -2148788.903627
  nChanged 58
		SP:Iteration 21Q (12668.420000 sec): 3 clusters
  Score: Raw -2151998.959403 + Penalty 3189.603435 = -2148809.355968
  nChanged 41
		SP:Iteration 22Q (12668.700000 sec): 3 clusters
  Score: Raw -2152011.755471 + Penalty 3189.603435 = -2148822.152037
  nChanged 34
		SP:Iteration 23Q (12668.980000 sec): 3 clusters
  Score: Raw -2152023.025818 + Penalty 3189.603435 = -2148833.422383
  nChanged 33
		SP:Iteration 24Q (12669.210000 sec): 3 clusters
  Score: Raw -2152035.284794 + Penalty 3189.603435 = -2148845.681359
  nChanged 26
		SP:Iteration 25Q (12669.500000 sec): 3 clusters
  Score: Raw -2152045.235565 + Penalty 3189.603435 = -2148855.632130
  nChanged 24
		SP:Iteration 26Q (12669.720000 sec): 3 clusters
  Score: Raw -2152052.412783 + Penalty 3189.603435 = -2148862.809348
  nChanged 20
		SP:Iteration 27Q (12670.000000 sec): 3 clusters
  Score: Raw -2152059.222592 + Penalty 3189.603435 = -2148869.619157
  nChanged 19
		SP:Iteration 28Q (12670.280000 sec): 3 clusters
  Score: Raw -2152064.613404 + Penalty 3189.603435 = -2148875.009969
  nChanged 15
		SP:Iteration 29Q (12670.530000 sec): 3 clusters
  Score: Raw -2152069.879550 + Penalty 3189.603435 = -2148880.276115
  nChanged 19
		SP:Iteration 30Q (12670.780000 sec): 3 clusters
  Score: Raw -2152075.081274 + Penalty 3189.603435 = -2148885.477839
  nChanged 16
		SP:Iteration 31Q (12670.990000 sec): 3 clusters
  Score: Raw -2152080.765528 + Penalty 3189.603435 = -2148891.162093
  nChanged 12
		SP:Iteration 32Q (12671.220000 sec): 3 clusters
  Score: Raw -2152084.744996 + Penalty 3189.603435 = -2148895.141562
  nChanged 14
		SP:Iteration 33Q (12671.470000 sec): 3 clusters
  Score: Raw -2152088.756126 + Penalty 3189.603435 = -2148899.152691
  nChanged 8
		SP:Iteration 34Q (12671.740000 sec): 3 clusters
  Score: Raw -2152090.559627 + Penalty 3189.603435 = -2148900.956193
  nChanged 6
		SP:Iteration 35Q (12672.000000 sec): 3 clusters
  Score: Raw -2152092.559887 + Penalty 3189.603435 = -2148902.956452
  nChanged 5
		SP:Iteration 36Q (12672.210000 sec): 3 clusters
  Score: Raw -2152094.181847 + Penalty 3189.603435 = -2148904.578413
  nChanged 6
		SP:Iteration 37Q (12672.440000 sec): 3 clusters
  Score: Raw -2152095.498930 + Penalty 3189.603435 = -2148905.895495
  nChanged 5
		SP:Iteration 38Q (12672.720000 sec): 3 clusters
  Score: Raw -2152096.536310 + Penalty 3189.603435 = -2148906.932875
  nChanged 3
		SP:Iteration 39Q (12672.980000 sec): 3 clusters
  Score: Raw -2152097.248821 + Penalty 3189.603435 = -2148907.645386
  nChanged 6
		SP:Iteration 40F (12673.240000 sec): 3 clusters
  Score: Raw -2152098.467733 + Penalty 3189.603435 = -2148908.864299
  nChanged 8
		SP:Iteration 41Q (12673.480000 sec): 3 clusters
  Score: Raw -2152100.665139 + Penalty 3189.603435 = -2148911.061705
  nChanged 5
		SP:Iteration 42Q (12673.710000 sec): 3 clusters
  Score: Raw -2152101.773046 + Penalty 3189.603435 = -2148912.169611
  nChanged 3
		SP:Iteration 43Q (12673.960000 sec): 3 clusters
  Score: Raw -2152102.272518 + Penalty 3189.603435 = -2148912.669083
  nChanged 2
		SP:Iteration 44Q (12674.260000 sec): 3 clusters
  Score: Raw -2152102.823129 + Penalty 3189.603435 = -2148913.219694
  nChanged 1
		SP:Iteration 45Q (12674.530000 sec): 3 clusters
  Score: Raw -2152102.951902 + Penalty 3189.603435 = -2148913.348467
  nChanged 1
		SP:Iteration 46Q (12674.810000 sec): 3 clusters
  Score: Raw -2152103.211075 + Penalty 3189.603435 = -2148913.607640
  nChanged 2
		SP:Iteration 47Q (12675.060000 sec): 3 clusters
  Score: Raw -2152103.617776 + Penalty 3189.603435 = -2148914.014342
  nChanged 2
		SP:Iteration 48Q (12675.300000 sec): 3 clusters
  Score: Raw -2152104.132192 + Penalty 3189.603435 = -2148914.528758
  nChanged 0
		SP:Iteration 49F (12675.590000 sec): 3 clusters
  Score: Raw -2152104.132192 + Penalty 3189.603435 = -2148914.528758
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 20 (151621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12676.280000 sec): 2 clusters
  Score: Raw -17357011.225226 + Penalty 1938.485131 = -17355072.740095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12677.030000 sec): 3 clusters
  Score: Raw -17257110.432379 + Penalty 3876.970261 = -17253233.462118
  nChanged 73136
		SP:Iteration 1F (12677.820000 sec): 3 clusters
  Score: Raw -17301429.858617 + Penalty 3876.970261 = -17297552.888356
  nChanged 6328
		SP:Iteration 2Q (12678.620000 sec): 3 clusters
  Score: Raw -17303631.414817 + Penalty 3876.970261 = -17299754.444556
  nChanged 7021
		SP:Iteration 3Q (12679.460000 sec): 3 clusters
  Score: Raw -17306514.100014 + Penalty 3876.970261 = -17302637.129752
  nChanged 7893
		SP:Iteration 4F (12680.240000 sec): 3 clusters
  Score: Raw -17310388.496516 + Penalty 3876.970261 = -17306511.526255
  nChanged 9083
		SP:Iteration 5F (12681.020000 sec): 3 clusters
  Score: Raw -17315704.903289 + Penalty 3876.970261 = -17311827.933028
  nChanged 10175
		SP:Iteration 6F (12681.880000 sec): 3 clusters
  Score: Raw -17322651.819170 + Penalty 3876.970261 = -17318774.848909
  nChanged 10699
		SP:Iteration 7F (12682.700000 sec): 3 clusters
  Score: Raw -17330954.416818 + Penalty 3876.970261 = -17327077.446557
  nChanged 9808
		SP:Iteration 8F (12683.490000 sec): 3 clusters
  Score: Raw -17339086.833453 + Penalty 3876.970261 = -17335209.863192
  nChanged 8113
		SP:Iteration 9F (12684.280000 sec): 3 clusters
  Score: Raw -17346111.957265 + Penalty 3876.970261 = -17342234.987004
  nChanged 5610
		SP:Iteration 10Q (12685.010000 sec): 3 clusters
  Score: Raw -17350915.440647 + Penalty 3876.970261 = -17347038.470385
  nChanged 3487
		SP:Iteration 11Q (12685.800000 sec): 3 clusters
  Score: Raw -17353787.966226 + Penalty 3876.970261 = -17349910.995965
  nChanged 2046
		SP:Iteration 12Q (12686.590000 sec): 3 clusters
  Score: Raw -17355374.863495 + Penalty 3876.970261 = -17351497.893234
  nChanged 1194
		SP:Iteration 13Q (12687.350000 sec): 3 clusters
  Score: Raw -17356228.700923 + Penalty 3876.970261 = -17352351.730662
  nChanged 724
		SP:Iteration 14Q (12688.160000 sec): 3 clusters
  Score: Raw -17356697.097278 + Penalty 3876.970261 = -17352820.127017
  nChanged 404
		SP:Iteration 15Q (12688.970000 sec): 3 clusters
  Score: Raw -17356914.124547 + Penalty 3876.970261 = -17353037.154286
  nChanged 264
		SP:Iteration 16Q (12689.760000 sec): 3 clusters
  Score: Raw -17357051.114744 + Penalty 3876.970261 = -17353174.144483
  nChanged 175
		SP:Iteration 17Q (12690.570000 sec): 3 clusters
  Score: Raw -17357144.449432 + Penalty 3876.970261 = -17353267.479170
  nChanged 132
		SP:Iteration 18Q (12691.380000 sec): 3 clusters
  Score: Raw -17357213.340799 + Penalty 3876.970261 = -17353336.370537
  nChanged 103
		SP:Iteration 19Q (12692.150000 sec): 3 clusters
  Score: Raw -17357270.755320 + Penalty 3876.970261 = -17353393.785059
  nChanged 79
		SP:Iteration 20F (12693.010000 sec): 3 clusters
  Score: Raw -17357317.197902 + Penalty 3876.970261 = -17353440.227641
  nChanged 71
		SP:Iteration 21Q (12693.880000 sec): 3 clusters
  Score: Raw -17357356.383127 + Penalty 3876.970261 = -17353479.412866
  nChanged 45
		SP:Iteration 22Q (12694.710000 sec): 3 clusters
  Score: Raw -17357376.724672 + Penalty 3876.970261 = -17353499.754411
  nChanged 33
		SP:Iteration 23Q (12695.530000 sec): 3 clusters
  Score: Raw -17357390.348270 + Penalty 3876.970261 = -17353513.378009
  nChanged 24
		SP:Iteration 24Q (12696.260000 sec): 3 clusters
  Score: Raw -17357401.768016 + Penalty 3876.970261 = -17353524.797755
  nChanged 27
		SP:Iteration 25Q (12696.990000 sec): 3 clusters
  Score: Raw -17357419.111353 + Penalty 3876.970261 = -17353542.141092
  nChanged 27
		SP:Iteration 26Q (12697.760000 sec): 3 clusters
  Score: Raw -17357434.783879 + Penalty 3876.970261 = -17353557.813618
  nChanged 23
		SP:Iteration 27Q (12698.570000 sec): 3 clusters
  Score: Raw -17357445.567984 + Penalty 3876.970261 = -17353568.597723
  nChanged 19
		SP:Iteration 28Q (12699.420000 sec): 3 clusters
  Score: Raw -17357454.313883 + Penalty 3876.970261 = -17353577.343622
  nChanged 14
		SP:Iteration 29Q (12700.180000 sec): 3 clusters
  Score: Raw -17357461.589283 + Penalty 3876.970261 = -17353584.619022
  nChanged 17
		SP:Iteration 30Q (12700.950000 sec): 3 clusters
  Score: Raw -17357472.794663 + Penalty 3876.970261 = -17353595.824402
  nChanged 18
		SP:Iteration 31Q (12701.780000 sec): 3 clusters
  Score: Raw -17357483.728614 + Penalty 3876.970261 = -17353606.758353
  nChanged 19
		SP:Iteration 32Q (12702.640000 sec): 3 clusters
  Score: Raw -17357492.358180 + Penalty 3876.970261 = -17353615.387919
  nChanged 14
		SP:Iteration 33Q (12703.540000 sec): 3 clusters
  Score: Raw -17357498.661486 + Penalty 3876.970261 = -17353621.691225
  nChanged 11
		SP:Iteration 34Q (12704.380000 sec): 3 clusters
  Score: Raw -17357503.398095 + Penalty 3876.970261 = -17353626.427834
  nChanged 7
		SP:Iteration 35Q (12705.240000 sec): 3 clusters
  Score: Raw -17357507.323614 + Penalty 3876.970261 = -17353630.353352
  nChanged 10
		SP:Iteration 36Q (12706.160000 sec): 3 clusters
  Score: Raw -17357513.990826 + Penalty 3876.970261 = -17353637.020565
  nChanged 16
		SP:Iteration 37Q (12706.990000 sec): 3 clusters
  Score: Raw -17357522.720698 + Penalty 3876.970261 = -17353645.750437
  nChanged 12
		SP:Iteration 38Q (12707.750000 sec): 3 clusters
  Score: Raw -17357530.753235 + Penalty 3876.970261 = -17353653.782973
  nChanged 11
		SP:Iteration 39Q (12708.520000 sec): 3 clusters
  Score: Raw -17357537.418160 + Penalty 3876.970261 = -17353660.447899
  nChanged 9
		SP:Iteration 40F (12709.430000 sec): 3 clusters
  Score: Raw -17357541.593074 + Penalty 3876.970261 = -17353664.622813
  nChanged 6
		SP:Iteration 41Q (12710.240000 sec): 3 clusters
  Score: Raw -17357544.463353 + Penalty 3876.970261 = -17353667.493092
  nChanged 2
		SP:Iteration 42Q (12711.050000 sec): 3 clusters
  Score: Raw -17357545.673694 + Penalty 3876.970261 = -17353668.703433
  nChanged 2
		SP:Iteration 43Q (12711.900000 sec): 3 clusters
  Score: Raw -17357546.574964 + Penalty 3876.970261 = -17353669.604703
  nChanged 1
		SP:Iteration 44Q (12712.750000 sec): 3 clusters
  Score: Raw -17357546.961858 + Penalty 3876.970261 = -17353669.991597
  nChanged 1
		SP:Iteration 45Q (12713.590000 sec): 3 clusters
  Score: Raw -17357547.644164 + Penalty 3876.970261 = -17353670.673903
  nChanged 1
		SP:Iteration 46Q (12714.410000 sec): 3 clusters
  Score: Raw -17357548.174732 + Penalty 3876.970261 = -17353671.204471
  nChanged 0
		SP:Iteration 47F (12715.270000 sec): 3 clusters
  Score: Raw -17357548.174732 + Penalty 3876.970261 = -17353671.204471
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 21 (15615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12715.460000 sec): 2 clusters
  Score: Raw -1933780.298208 + Penalty 1569.097931 = -1932211.200277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12715.780000 sec): 3 clusters
  Score: Raw -1924445.281098 + Penalty 3138.195863 = -1921307.085235
  nChanged 6869
		SP:Iteration 1F (12716.140000 sec): 3 clusters
  Score: Raw -1928155.259824 + Penalty 3138.195863 = -1925017.063961
  nChanged 844
		SP:Iteration 2F (12716.430000 sec): 3 clusters
  Score: Raw -1928457.266585 + Penalty 3138.195863 = -1925319.070723
  nChanged 738
		SP:Iteration 3Q (12716.640000 sec): 3 clusters
  Score: Raw -1928757.727265 + Penalty 3138.195863 = -1925619.531402
  nChanged 767
		SP:Iteration 4Q (12716.990000 sec): 3 clusters
  Score: Raw -1929113.176639 + Penalty 3138.195863 = -1925974.980776
  nChanged 795
		SP:Iteration 5F (12717.320000 sec): 3 clusters
  Score: Raw -1929561.440763 + Penalty 3138.195863 = -1926423.244901
  nChanged 874
		SP:Iteration 6F (12717.630000 sec): 3 clusters
  Score: Raw -1930173.172913 + Penalty 3138.195863 = -1927034.977050
  nChanged 942
		SP:Iteration 7F (12717.870000 sec): 3 clusters
  Score: Raw -1930959.254289 + Penalty 3138.195863 = -1927821.058426
  nChanged 1005
		SP:Iteration 8F (12718.150000 sec): 3 clusters
  Score: Raw -1931963.675377 + Penalty 3138.195863 = -1928825.479515
  nChanged 957
		SP:Iteration 9F (12718.420000 sec): 3 clusters
  Score: Raw -1932886.566000 + Penalty 3138.195863 = -1929748.370137
  nChanged 780
		SP:Iteration 10Q (12718.760000 sec): 3 clusters
  Score: Raw -1933589.993626 + Penalty 3138.195863 = -1930451.797763
  nChanged 550
		SP:Iteration 11Q (12719.050000 sec): 3 clusters
  Score: Raw -1934096.918217 + Penalty 3138.195863 = -1930958.722354
  nChanged 472
		SP:Iteration 12Q (12719.290000 sec): 3 clusters
  Score: Raw -1934513.403994 + Penalty 3138.195863 = -1931375.208131
  nChanged 402
		SP:Iteration 13Q (12719.570000 sec): 3 clusters
  Score: Raw -1934878.130622 + Penalty 3138.195863 = -1931739.934759
  nChanged 338
		SP:Iteration 14Q (12719.840000 sec): 3 clusters
  Score: Raw -1935208.489232 + Penalty 3138.195863 = -1932070.293369
  nChanged 296
		SP:Iteration 15Q (12720.150000 sec): 3 clusters
  Score: Raw -1935498.380439 + Penalty 3138.195863 = -1932360.184577
  nChanged 235
		SP:Iteration 16Q (12720.360000 sec): 3 clusters
  Score: Raw -1935694.453267 + Penalty 3138.195863 = -1932556.257404
  nChanged 178
		SP:Iteration 17Q (12720.670000 sec): 3 clusters
  Score: Raw -1935781.131245 + Penalty 3138.195863 = -1932642.935382
  nChanged 107
		SP:Iteration 18Q (12720.910000 sec): 3 clusters
  Score: Raw -1935819.589250 + Penalty 3138.195863 = -1932681.393387
  nChanged 80
		SP:Iteration 19Q (12721.220000 sec): 3 clusters
  Score: Raw -1935840.311610 + Penalty 3138.195863 = -1932702.115747
  nChanged 56
		SP:Iteration 20F (12721.490000 sec): 3 clusters
  Score: Raw -1935851.914198 + Penalty 3138.195863 = -1932713.718335
  nChanged 32
		SP:Iteration 21Q (12721.730000 sec): 3 clusters
  Score: Raw -1935857.646563 + Penalty 3138.195863 = -1932719.450700
  nChanged 23
		SP:Iteration 22Q (12722.020000 sec): 3 clusters
  Score: Raw -1935860.833950 + Penalty 3138.195863 = -1932722.638087
  nChanged 9
		SP:Iteration 23Q (12722.280000 sec): 3 clusters
  Score: Raw -1935861.769862 + Penalty 3138.195863 = -1932723.574000
  nChanged 4
		SP:Iteration 24Q (12722.580000 sec): 3 clusters
  Score: Raw -1935862.144544 + Penalty 3138.195863 = -1932723.948681
  nChanged 2
		SP:Iteration 25Q (12722.820000 sec): 3 clusters
  Score: Raw -1935862.337509 + Penalty 3138.195863 = -1932724.141647
  nChanged 6
		SP:Iteration 26Q (12723.140000 sec): 3 clusters
  Score: Raw -1935862.975383 + Penalty 3138.195863 = -1932724.779520
  nChanged 3
		SP:Iteration 27Q (12723.390000 sec): 3 clusters
  Score: Raw -1935863.151547 + Penalty 3138.195863 = -1932724.955685
  nChanged 2
		SP:Iteration 28Q (12723.690000 sec): 3 clusters
  Score: Raw -1935863.551935 + Penalty 3138.195863 = -1932725.356073
  nChanged 1
		SP:Iteration 29Q (12723.940000 sec): 3 clusters
  Score: Raw -1935863.612187 + Penalty 3138.195863 = -1932725.416324
  nChanged 0
		SP:Iteration 30F (12724.240000 sec): 3 clusters
  Score: Raw -1935863.612187 + Penalty 3138.195863 = -1932725.416324
  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 11.19 GB.

 Trying to split cluster 22 (30933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12724.490000 sec): 2 clusters
  Score: Raw -3293677.968825 + Penalty 1680.181564 = -3291997.787261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12724.890000 sec): 3 clusters
  Score: Raw -3274537.845732 + Penalty 3360.363128 = -3271177.482605
  nChanged 14211
		SP:Iteration 1F (12725.190000 sec): 3 clusters
  Score: Raw -3283203.043452 + Penalty 3360.363128 = -3279842.680325
  nChanged 1993
		SP:Iteration 2F (12725.520000 sec): 3 clusters
  Score: Raw -3284257.801675 + Penalty 3360.363128 = -3280897.438548
  nChanged 2031
		SP:Iteration 3F (12725.890000 sec): 3 clusters
  Score: Raw -3285396.113093 + Penalty 3360.363128 = -3282035.749965
  nChanged 2013
		SP:Iteration 4F (12726.260000 sec): 3 clusters
  Score: Raw -3286682.501194 + Penalty 3360.363128 = -3283322.138066
  nChanged 1952
		SP:Iteration 5F (12726.600000 sec): 3 clusters
  Score: Raw -3287992.082042 + Penalty 3360.363128 = -3284631.718915
  nChanged 1746
		SP:Iteration 6F (12726.920000 sec): 3 clusters
  Score: Raw -3289137.572356 + Penalty 3360.363128 = -3285777.209228
  nChanged 1428
		SP:Iteration 7Q (12727.260000 sec): 3 clusters
  Score: Raw -3289967.724805 + Penalty 3360.363128 = -3286607.361677
  nChanged 1097
		SP:Iteration 8Q (12727.630000 sec): 3 clusters
  Score: Raw -3290495.836577 + Penalty 3360.363128 = -3287135.473449
  nChanged 790
		SP:Iteration 9Q (12727.990000 sec): 3 clusters
  Score: Raw -3290830.043490 + Penalty 3360.363128 = -3287469.680363
  nChanged 629
		SP:Iteration 10Q (12728.370000 sec): 3 clusters
  Score: Raw -3291075.222559 + Penalty 3360.363128 = -3287714.859432
  nChanged 541
		SP:Iteration 11Q (12728.810000 sec): 3 clusters
  Score: Raw -3291290.332916 + Penalty 3360.363128 = -3287929.969789
  nChanged 515
		SP:Iteration 12Q (12729.180000 sec): 3 clusters
  Score: Raw -3291498.422150 + Penalty 3360.363128 = -3288138.059022
  nChanged 501
		SP:Iteration 13Q (12729.540000 sec): 3 clusters
  Score: Raw -3291691.579764 + Penalty 3360.363128 = -3288331.216636
  nChanged 467
		SP:Iteration 14Q (12729.910000 sec): 3 clusters
  Score: Raw -3291878.315132 + Penalty 3360.363128 = -3288517.952004
  nChanged 465
		SP:Iteration 15Q (12730.300000 sec): 3 clusters
  Score: Raw -3292070.243308 + Penalty 3360.363128 = -3288709.880181
  nChanged 494
		SP:Iteration 16Q (12730.720000 sec): 3 clusters
  Score: Raw -3292274.644172 + Penalty 3360.363128 = -3288914.281044
  nChanged 453
		SP:Iteration 17Q (12731.030000 sec): 3 clusters
  Score: Raw -3292480.019590 + Penalty 3360.363128 = -3289119.656463
  nChanged 434
		SP:Iteration 18Q (12731.420000 sec): 3 clusters
  Score: Raw -3292675.786203 + Penalty 3360.363128 = -3289315.423075
  nChanged 392
		SP:Iteration 19Q (12731.810000 sec): 3 clusters
  Score: Raw -3292848.167220 + Penalty 3360.363128 = -3289487.804093
  nChanged 359
		SP:Iteration 20F (12732.160000 sec): 3 clusters
  Score: Raw -3293000.463896 + Penalty 3360.363128 = -3289640.100768
  nChanged 324
		SP:Iteration 21Q (12732.520000 sec): 3 clusters
  Score: Raw -3293133.190308 + Penalty 3360.363128 = -3289772.827180
  nChanged 296
		SP:Iteration 22Q (12732.860000 sec): 3 clusters
  Score: Raw -3293254.521406 + Penalty 3360.363128 = -3289894.158279
  nChanged 279
		SP:Iteration 23Q (12733.220000 sec): 3 clusters
  Score: Raw -3293367.225389 + Penalty 3360.363128 = -3290006.862262
  nChanged 251
		SP:Iteration 24Q (12733.560000 sec): 3 clusters
  Score: Raw -3293471.749695 + Penalty 3360.363128 = -3290111.386568
  nChanged 223
		SP:Iteration 25Q (12733.940000 sec): 3 clusters
  Score: Raw -3293568.279349 + Penalty 3360.363128 = -3290207.916222
  nChanged 212
		SP:Iteration 26Q (12734.360000 sec): 3 clusters
  Score: Raw -3293667.504329 + Penalty 3360.363128 = -3290307.141201
  nChanged 184
		SP:Iteration 27Q (12734.770000 sec): 3 clusters
  Score: Raw -3293764.662249 + Penalty 3360.363128 = -3290404.299122
  nChanged 184
		SP:Iteration 28Q (12735.100000 sec): 3 clusters
  Score: Raw -3293859.478729 + Penalty 3360.363128 = -3290499.115601
  nChanged 163
		SP:Iteration 29Q (12735.470000 sec): 3 clusters
  Score: Raw -3293943.662627 + Penalty 3360.363128 = -3290583.299499
  nChanged 145
		SP:Iteration 30Q (12735.900000 sec): 3 clusters
  Score: Raw -3294018.599265 + Penalty 3360.363128 = -3290658.236137
  nChanged 147
		SP:Iteration 31Q (12736.220000 sec): 3 clusters
  Score: Raw -3294093.454899 + Penalty 3360.363128 = -3290733.091771
  nChanged 127
		SP:Iteration 32Q (12736.540000 sec): 3 clusters
  Score: Raw -3294152.734356 + Penalty 3360.363128 = -3290792.371228
  nChanged 93
		SP:Iteration 33Q (12736.940000 sec): 3 clusters
  Score: Raw -3294188.589206 + Penalty 3360.363128 = -3290828.226079
  nChanged 81
		SP:Iteration 34Q (12737.260000 sec): 3 clusters
  Score: Raw -3294221.044217 + Penalty 3360.363128 = -3290860.681089
  nChanged 79
		SP:Iteration 35Q (12737.610000 sec): 3 clusters
  Score: Raw -3294253.486016 + Penalty 3360.363128 = -3290893.122888
  nChanged 69
		SP:Iteration 36Q (12737.960000 sec): 3 clusters
  Score: Raw -3294279.490101 + Penalty 3360.363128 = -3290919.126973
  nChanged 61
		SP:Iteration 37Q (12738.290000 sec): 3 clusters
  Score: Raw -3294300.887438 + Penalty 3360.363128 = -3290940.524310
  nChanged 52
		SP:Iteration 38Q (12738.660000 sec): 3 clusters
  Score: Raw -3294323.687722 + Penalty 3360.363128 = -3290963.324595
  nChanged 53
		SP:Iteration 39Q (12738.980000 sec): 3 clusters
  Score: Raw -3294341.200526 + Penalty 3360.363128 = -3290980.837398
  nChanged 34
		SP:Iteration 40F (12739.390000 sec): 3 clusters
  Score: Raw -3294352.158440 + Penalty 3360.363128 = -3290991.795312
  nChanged 29
		SP:Iteration 41Q (12739.700000 sec): 3 clusters
  Score: Raw -3294360.751116 + Penalty 3360.363128 = -3291000.387989
  nChanged 22
		SP:Iteration 42Q (12740.000000 sec): 3 clusters
  Score: Raw -3294367.883182 + Penalty 3360.363128 = -3291007.520054
  nChanged 17
		SP:Iteration 43Q (12740.330000 sec): 3 clusters
  Score: Raw -3294370.805949 + Penalty 3360.363128 = -3291010.442821
  nChanged 10
		SP:Iteration 44Q (12740.690000 sec): 3 clusters
  Score: Raw -3294373.090845 + Penalty 3360.363128 = -3291012.727718
  nChanged 6
		SP:Iteration 45Q (12740.950000 sec): 3 clusters
  Score: Raw -3294374.198197 + Penalty 3360.363128 = -3291013.835070
  nChanged 7
		SP:Iteration 46Q (12741.290000 sec): 3 clusters
  Score: Raw -3294375.711938 + Penalty 3360.363128 = -3291015.348810
  nChanged 7
		SP:Iteration 47Q (12741.630000 sec): 3 clusters
  Score: Raw -3294377.070311 + Penalty 3360.363128 = -3291016.707183
  nChanged 5
		SP:Iteration 48Q (12741.990000 sec): 3 clusters
  Score: Raw -3294377.737515 + Penalty 3360.363128 = -3291017.374387
  nChanged 7
		SP:Iteration 49Q (12742.350000 sec): 3 clusters
  Score: Raw -3294378.733908 + Penalty 3360.363128 = -3291018.370780
  nChanged 5
		SP:Iteration 50Q (12742.640000 sec): 3 clusters
  Score: Raw -3294379.600181 + Penalty 3360.363128 = -3291019.237053
  nChanged 5
		SP:Iteration 51Q (12742.990000 sec): 3 clusters
  Score: Raw -3294380.527975 + Penalty 3360.363128 = -3291020.164847
  nChanged 2
		SP:Iteration 52Q (12743.290000 sec): 3 clusters
  Score: Raw -3294380.795209 + Penalty 3360.363128 = -3291020.432081
  nChanged 1
		SP:Iteration 53Q (12743.670000 sec): 3 clusters
  Score: Raw -3294380.955037 + Penalty 3360.363128 = -3291020.591909
  nChanged 0
		SP:Iteration 54F (12744.000000 sec): 3 clusters
  Score: Raw -3294380.955037 + Penalty 3360.363128 = -3291020.591909
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 23 (1091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12744.170000 sec): 2 clusters
  Score: Raw -118754.879515 + Penalty 1136.663123 = -117618.216392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12744.330000 sec): 3 clusters
  Score: Raw -118401.867527 + Penalty 2273.326245 = -116128.541281
  nChanged 348
		SP:Iteration 1F (12744.480000 sec): 3 clusters
  Score: Raw -118794.811231 + Penalty 2273.326245 = -116521.484986
  nChanged 113
		SP:Iteration 2F (12744.660000 sec): 3 clusters
  Score: Raw -119029.223850 + Penalty 2273.326245 = -116755.897605
  nChanged 69
		SP:Iteration 3F (12744.850000 sec): 3 clusters
  Score: Raw -119173.933819 + Penalty 2273.326245 = -116900.607574
  nChanged 52
		SP:Iteration 4Q (12745.080000 sec): 3 clusters
  Score: Raw -119268.209718 + Penalty 2273.326245 = -116994.883472
  nChanged 41
		SP:Iteration 5Q (12745.240000 sec): 3 clusters
  Score: Raw -119340.540448 + Penalty 2273.326245 = -117067.214202
  nChanged 30
		SP:Iteration 6Q (12745.420000 sec): 3 clusters
  Score: Raw -119389.103877 + Penalty 2273.326245 = -117115.777631
  nChanged 18
		SP:Iteration 7Q (12745.600000 sec): 3 clusters
  Score: Raw -119428.899875 + Penalty 2273.326245 = -117155.573630
  nChanged 19
		SP:Iteration 8Q (12745.810000 sec): 3 clusters
  Score: Raw -119467.418662 + Penalty 2273.326245 = -117194.092417
  nChanged 22
		SP:Iteration 9Q (12745.990000 sec): 3 clusters
  Score: Raw -119510.196440 + Penalty 2273.326245 = -117236.870195
  nChanged 25
		SP:Iteration 10Q (12746.200000 sec): 3 clusters
  Score: Raw -119569.498400 + Penalty 2273.326245 = -117296.172154
  nChanged 21
		SP:Iteration 11Q (12746.420000 sec): 3 clusters
  Score: Raw -119608.587068 + Penalty 2273.326245 = -117335.260822
  nChanged 19
		SP:Iteration 12Q (12746.580000 sec): 3 clusters
  Score: Raw -119638.961482 + Penalty 2273.326245 = -117365.635236
  nChanged 18
		SP:Iteration 13Q (12746.760000 sec): 3 clusters
  Score: Raw -119668.418563 + Penalty 2273.326245 = -117395.092317
  nChanged 13
		SP:Iteration 14Q (12746.940000 sec): 3 clusters
  Score: Raw -119686.436322 + Penalty 2273.326245 = -117413.110076
  nChanged 13
		SP:Iteration 15Q (12747.110000 sec): 3 clusters
  Score: Raw -119719.033886 + Penalty 2273.326245 = -117445.707640
  nChanged 25
		SP:Iteration 16Q (12747.280000 sec): 3 clusters
  Score: Raw -119786.077983 + Penalty 2273.326245 = -117512.751737
  nChanged 23
		SP:Iteration 17Q (12747.450000 sec): 3 clusters
  Score: Raw -119868.154212 + Penalty 2273.326245 = -117594.827967
  nChanged 14
		SP:Iteration 18Q (12747.630000 sec): 3 clusters
  Score: Raw -119938.169711 + Penalty 2273.326245 = -117664.843465
  nChanged 12
		SP:Iteration 19Q (12747.720000 sec): 3 clusters
  Score: Raw -119979.207174 + Penalty 2273.326245 = -117705.880928
  nChanged 14
		SP:Iteration 20F (12747.900000 sec): 3 clusters
  Score: Raw -120026.658211 + Penalty 2273.326245 = -117753.331966
  nChanged 18
		SP:Iteration 21Q (12748.080000 sec): 3 clusters
  Score: Raw -120109.169206 + Penalty 2273.326245 = -117835.842960
  nChanged 23
		SP:Iteration 22Q (12748.210000 sec): 3 clusters
  Score: Raw -120254.589478 + Penalty 2273.326245 = -117981.263232
  nChanged 10
		SP:Iteration 23Q (12748.400000 sec): 3 clusters
  Score: Raw -120285.697810 + Penalty 2273.326245 = -118012.371564
  nChanged 4
		SP:Iteration 24Q (12748.520000 sec): 3 clusters
  Score: Raw -120297.290054 + Penalty 2273.326245 = -118023.963808
  nChanged 3
		SP:Iteration 25Q (12748.630000 sec): 3 clusters
  Score: Raw -120306.718331 + Penalty 2273.326245 = -118033.392086
  nChanged 2
		SP:Iteration 26Q (12748.830000 sec): 3 clusters
  Score: Raw -120308.926312 + Penalty 2273.326245 = -118035.600067
  nChanged 0
		SP:Iteration 27F (12748.980000 sec): 3 clusters
  Score: Raw -120308.926312 + Penalty 2273.326245 = -118035.600067
  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 11.19 GB.

 Trying to split cluster 24 (16152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12749.210000 sec): 2 clusters
  Score: Raw -1822214.591888 + Penalty 1574.592363 = -1820639.999525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12749.520000 sec): 3 clusters
  Score: Raw -1812618.186822 + Penalty 3149.184727 = -1809469.002095
  nChanged 7309
		SP:Iteration 1F (12749.820000 sec): 3 clusters
  Score: Raw -1816859.381644 + Penalty 3149.184727 = -1813710.196917
  nChanged 1070
		SP:Iteration 2F (12750.110000 sec): 3 clusters
  Score: Raw -1817414.888477 + Penalty 3149.184727 = -1814265.703750
  nChanged 1047
		SP:Iteration 3F (12750.380000 sec): 3 clusters
  Score: Raw -1817978.316216 + Penalty 3149.184727 = -1814829.131489
  nChanged 948
		SP:Iteration 4F (12750.690000 sec): 3 clusters
  Score: Raw -1818468.609459 + Penalty 3149.184727 = -1815319.424732
  nChanged 897
		SP:Iteration 5F (12750.930000 sec): 3 clusters
  Score: Raw -1818934.523374 + Penalty 3149.184727 = -1815785.338647
  nChanged 826
		SP:Iteration 6F (12751.200000 sec): 3 clusters
  Score: Raw -1819354.603325 + Penalty 3149.184727 = -1816205.418598
  nChanged 725
		SP:Iteration 7Q (12751.530000 sec): 3 clusters
  Score: Raw -1819723.837825 + Penalty 3149.184727 = -1816574.653098
  nChanged 655
		SP:Iteration 8Q (12751.770000 sec): 3 clusters
  Score: Raw -1820052.993615 + Penalty 3149.184727 = -1816903.808888
  nChanged 574
		SP:Iteration 9Q (12752.080000 sec): 3 clusters
  Score: Raw -1820329.927055 + Penalty 3149.184727 = -1817180.742328
  nChanged 504
		SP:Iteration 10Q (12752.350000 sec): 3 clusters
  Score: Raw -1820555.855205 + Penalty 3149.184727 = -1817406.670478
  nChanged 415
		SP:Iteration 11Q (12752.550000 sec): 3 clusters
  Score: Raw -1820743.271251 + Penalty 3149.184727 = -1817594.086524
  nChanged 419
		SP:Iteration 12Q (12752.840000 sec): 3 clusters
  Score: Raw -1820950.065953 + Penalty 3149.184727 = -1817800.881226
  nChanged 386
		SP:Iteration 13Q (12753.120000 sec): 3 clusters
  Score: Raw -1821142.245321 + Penalty 3149.184727 = -1817993.060594
  nChanged 376
		SP:Iteration 14Q (12753.390000 sec): 3 clusters
  Score: Raw -1821334.545544 + Penalty 3149.184727 = -1818185.360817
  nChanged 331
		SP:Iteration 15Q (12753.660000 sec): 3 clusters
  Score: Raw -1821501.277605 + Penalty 3149.184727 = -1818352.092878
  nChanged 329
		SP:Iteration 16Q (12753.970000 sec): 3 clusters
  Score: Raw -1821685.284967 + Penalty 3149.184727 = -1818536.100240
  nChanged 283
		SP:Iteration 17Q (12754.230000 sec): 3 clusters
  Score: Raw -1821842.416563 + Penalty 3149.184727 = -1818693.231836
  nChanged 226
		SP:Iteration 18Q (12754.560000 sec): 3 clusters
  Score: Raw -1821964.155765 + Penalty 3149.184727 = -1818814.971038
  nChanged 197
		SP:Iteration 19Q (12754.880000 sec): 3 clusters
  Score: Raw -1822071.953906 + Penalty 3149.184727 = -1818922.769179
  nChanged 173
		SP:Iteration 20F (12755.160000 sec): 3 clusters
  Score: Raw -1822158.471711 + Penalty 3149.184727 = -1819009.286984
  nChanged 140
		SP:Iteration 21Q (12755.450000 sec): 3 clusters
  Score: Raw -1822231.842829 + Penalty 3149.184727 = -1819082.658102
  nChanged 117
		SP:Iteration 22Q (12755.750000 sec): 3 clusters
  Score: Raw -1822302.114942 + Penalty 3149.184727 = -1819152.930215
  nChanged 101
		SP:Iteration 23Q (12756.060000 sec): 3 clusters
  Score: Raw -1822367.699890 + Penalty 3149.184727 = -1819218.515163
  nChanged 86
		SP:Iteration 24Q (12756.300000 sec): 3 clusters
  Score: Raw -1822419.884704 + Penalty 3149.184727 = -1819270.699977
  nChanged 84
		SP:Iteration 25Q (12756.600000 sec): 3 clusters
  Score: Raw -1822477.427102 + Penalty 3149.184727 = -1819328.242375
  nChanged 83
		SP:Iteration 26Q (12756.940000 sec): 3 clusters
  Score: Raw -1822531.245287 + Penalty 3149.184727 = -1819382.060560
  nChanged 65
		SP:Iteration 27Q (12757.200000 sec): 3 clusters
  Score: Raw -1822579.556708 + Penalty 3149.184727 = -1819430.371981
  nChanged 57
		SP:Iteration 28Q (12757.440000 sec): 3 clusters
  Score: Raw -1822647.343755 + Penalty 3149.184727 = -1819498.159028
  nChanged 74
		SP:Iteration 29Q (12757.720000 sec): 3 clusters
  Score: Raw -1822720.114624 + Penalty 3149.184727 = -1819570.929897
  nChanged 68
		SP:Iteration 30Q (12758.000000 sec): 3 clusters
  Score: Raw -1822775.540019 + Penalty 3149.184727 = -1819626.355292
  nChanged 66
		SP:Iteration 31Q (12758.260000 sec): 3 clusters
  Score: Raw -1822814.223039 + Penalty 3149.184727 = -1819665.038312
  nChanged 38
		SP:Iteration 32Q (12758.540000 sec): 3 clusters
  Score: Raw -1822840.392803 + Penalty 3149.184727 = -1819691.208076
  nChanged 41
		SP:Iteration 33Q (12758.830000 sec): 3 clusters
  Score: Raw -1822862.063263 + Penalty 3149.184727 = -1819712.878536
  nChanged 24
		SP:Iteration 34Q (12759.060000 sec): 3 clusters
  Score: Raw -1822870.966887 + Penalty 3149.184727 = -1819721.782160
  nChanged 16
		SP:Iteration 35Q (12759.360000 sec): 3 clusters
  Score: Raw -1822875.740834 + Penalty 3149.184727 = -1819726.556107
  nChanged 13
		SP:Iteration 36Q (12759.580000 sec): 3 clusters
  Score: Raw -1822880.163037 + Penalty 3149.184727 = -1819730.978310
  nChanged 10
		SP:Iteration 37Q (12759.850000 sec): 3 clusters
  Score: Raw -1822883.834131 + Penalty 3149.184727 = -1819734.649404
  nChanged 8
		SP:Iteration 38Q (12760.190000 sec): 3 clusters
  Score: Raw -1822886.704777 + Penalty 3149.184727 = -1819737.520050
  nChanged 8
		SP:Iteration 39Q (12760.380000 sec): 3 clusters
  Score: Raw -1822889.456190 + Penalty 3149.184727 = -1819740.271463
  nChanged 8
		SP:Iteration 40F (12760.680000 sec): 3 clusters
  Score: Raw -1822891.775473 + Penalty 3149.184727 = -1819742.590746
  nChanged 6
		SP:Iteration 41Q (12760.920000 sec): 3 clusters
  Score: Raw -1822893.625168 + Penalty 3149.184727 = -1819744.440441
  nChanged 8
		SP:Iteration 42Q (12761.210000 sec): 3 clusters
  Score: Raw -1822896.661704 + Penalty 3149.184727 = -1819747.476977
  nChanged 8
		SP:Iteration 43Q (12761.500000 sec): 3 clusters
  Score: Raw -1822899.203264 + Penalty 3149.184727 = -1819750.018537
  nChanged 9
		SP:Iteration 44Q (12761.750000 sec): 3 clusters
  Score: Raw -1822903.400663 + Penalty 3149.184727 = -1819754.215936
  nChanged 10
		SP:Iteration 45Q (12761.990000 sec): 3 clusters
  Score: Raw -1822906.281773 + Penalty 3149.184727 = -1819757.097046
  nChanged 7
		SP:Iteration 46Q (12762.240000 sec): 3 clusters
  Score: Raw -1822909.217141 + Penalty 3149.184727 = -1819760.032414
  nChanged 6
		SP:Iteration 47Q (12762.490000 sec): 3 clusters
  Score: Raw -1822911.237166 + Penalty 3149.184727 = -1819762.052439
  nChanged 2
		SP:Iteration 48Q (12762.770000 sec): 3 clusters
  Score: Raw -1822911.782841 + Penalty 3149.184727 = -1819762.598114
  nChanged 4
		SP:Iteration 49Q (12763.020000 sec): 3 clusters
  Score: Raw -1822912.666463 + Penalty 3149.184727 = -1819763.481736
  nChanged 1
		SP:Iteration 50Q (12763.260000 sec): 3 clusters
  Score: Raw -1822912.881336 + Penalty 3149.184727 = -1819763.696609
  nChanged 1
		SP:Iteration 51Q (12763.500000 sec): 3 clusters
  Score: Raw -1822913.377395 + Penalty 3149.184727 = -1819764.192668
  nChanged 1
		SP:Iteration 52Q (12763.750000 sec): 3 clusters
  Score: Raw -1822913.683750 + Penalty 3149.184727 = -1819764.499023
  nChanged 0
		SP:Iteration 53F (12764.000000 sec): 3 clusters
  Score: Raw -1822913.683750 + Penalty 3149.184727 = -1819764.499023
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12764.120000 sec): 2 clusters
  Score: Raw -15573.454113 + Penalty 823.696933 = -14749.757180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12764.300000 sec): 3 clusters
  Score: Raw -15794.274272 + Penalty 1647.393866 = -14146.880406
  nChanged 26
		SP:Iteration 1F (12764.430000 sec): 3 clusters
  Score: Raw -15945.638684 + Penalty 1647.393866 = -14298.244819
  nChanged 7
		SP:Iteration 2Q (12764.600000 sec): 3 clusters
  Score: Raw -15996.989635 + Penalty 1647.393866 = -14349.595770
  nChanged 5
		SP:Iteration 3Q (12764.810000 sec): 3 clusters
  Score: Raw -16026.959825 + Penalty 1647.393866 = -14379.565959
  nChanged 2
		SP:Iteration 4Q (12764.990000 sec): 3 clusters
  Score: Raw -16035.133878 + Penalty 1647.393866 = -14387.740012
  nChanged 2
		SP:Iteration 5Q (12765.160000 sec): 3 clusters
  Score: Raw -16053.731673 + Penalty 1647.393866 = -14406.337807
  nChanged 1
		SP:Iteration 6Q (12765.300000 sec): 3 clusters
  Score: Raw -16057.014624 + Penalty 1647.393866 = -14409.620759
  nChanged 0
		SP:Iteration 7F (12765.480000 sec): 3 clusters
  Score: Raw -16057.014624 + Penalty 1647.393866 = -14409.620759
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 26 (93072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12766.010000 sec): 2 clusters
  Score: Raw -10964269.303103 + Penalty 1859.183408 = -10962410.119695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12766.630000 sec): 3 clusters
  Score: Raw -10903977.747972 + Penalty 3718.366816 = -10900259.381155
  nChanged 44424
		SP:Iteration 1F (12767.220000 sec): 3 clusters
  Score: Raw -10929355.553667 + Penalty 3718.366816 = -10925637.186851
  nChanged 3185
		SP:Iteration 2Q (12767.860000 sec): 3 clusters
  Score: Raw -10930200.529796 + Penalty 3718.366816 = -10926482.162979
  nChanged 3653
		SP:Iteration 3Q (12768.510000 sec): 3 clusters
  Score: Raw -10931454.262372 + Penalty 3718.366816 = -10927735.895555
  nChanged 4584
		SP:Iteration 4Q (12769.170000 sec): 3 clusters
  Score: Raw -10933502.472309 + Penalty 3718.366816 = -10929784.105493
  nChanged 5695
		SP:Iteration 5F (12769.770000 sec): 3 clusters
  Score: Raw -10936626.008352 + Penalty 3718.366816 = -10932907.641536
  nChanged 6475
		SP:Iteration 6F (12770.380000 sec): 3 clusters
  Score: Raw -10940482.323240 + Penalty 3718.366816 = -10936763.956424
  nChanged 6395
		SP:Iteration 7F (12770.980000 sec): 3 clusters
  Score: Raw -10944416.021437 + Penalty 3718.366816 = -10940697.654621
  nChanged 5723
		SP:Iteration 8F (12771.530000 sec): 3 clusters
  Score: Raw -10947839.467802 + Penalty 3718.366816 = -10944121.100985
  nChanged 4342
		SP:Iteration 9Q (12772.240000 sec): 3 clusters
  Score: Raw -10950361.504052 + Penalty 3718.366816 = -10946643.137236
  nChanged 3414
		SP:Iteration 10Q (12772.890000 sec): 3 clusters
  Score: Raw -10952318.520030 + Penalty 3718.366816 = -10948600.153214
  nChanged 2787
		SP:Iteration 11Q (12773.620000 sec): 3 clusters
  Score: Raw -10954118.507042 + Penalty 3718.366816 = -10950400.140226
  nChanged 2427
		SP:Iteration 12Q (12774.380000 sec): 3 clusters
  Score: Raw -10955957.537318 + Penalty 3718.366816 = -10952239.170501
  nChanged 2117
		SP:Iteration 13Q (12775.110000 sec): 3 clusters
  Score: Raw -10957670.705349 + Penalty 3718.366816 = -10953952.338532
  nChanged 1745
		SP:Iteration 14Q (12775.790000 sec): 3 clusters
  Score: Raw -10958974.730605 + Penalty 3718.366816 = -10955256.363788
  nChanged 1354
		SP:Iteration 15Q (12776.420000 sec): 3 clusters
  Score: Raw -10959892.861843 + Penalty 3718.366816 = -10956174.495026
  nChanged 1116
		SP:Iteration 16Q (12777.020000 sec): 3 clusters
  Score: Raw -10960550.219760 + Penalty 3718.366816 = -10956831.852943
  nChanged 972
		SP:Iteration 17Q (12777.690000 sec): 3 clusters
  Score: Raw -10961068.505221 + Penalty 3718.366816 = -10957350.138404
  nChanged 869
		SP:Iteration 18Q (12778.290000 sec): 3 clusters
  Score: Raw -10961520.091626 + Penalty 3718.366816 = -10957801.724809
  nChanged 786
		SP:Iteration 19Q (12778.910000 sec): 3 clusters
  Score: Raw -10961908.532629 + Penalty 3718.366816 = -10958190.165812
  nChanged 711
		SP:Iteration 20F (12779.620000 sec): 3 clusters
  Score: Raw -10962249.134778 + Penalty 3718.366816 = -10958530.767961
  nChanged 646
		SP:Iteration 21Q (12780.260000 sec): 3 clusters
  Score: Raw -10962537.134306 + Penalty 3718.366816 = -10958818.767489
  nChanged 574
		SP:Iteration 22Q (12780.850000 sec): 3 clusters
  Score: Raw -10962776.410898 + Penalty 3718.366816 = -10959058.044082
  nChanged 538
		SP:Iteration 23Q (12781.410000 sec): 3 clusters
  Score: Raw -10962999.720683 + Penalty 3718.366816 = -10959281.353867
  nChanged 461
		SP:Iteration 24Q (12782.000000 sec): 3 clusters
  Score: Raw -10963179.135375 + Penalty 3718.366816 = -10959460.768559
  nChanged 404
		SP:Iteration 25Q (12782.640000 sec): 3 clusters
  Score: Raw -10963309.641625 + Penalty 3718.366816 = -10959591.274809
  nChanged 343
		SP:Iteration 26Q (12783.330000 sec): 3 clusters
  Score: Raw -10963413.382961 + Penalty 3718.366816 = -10959695.016144
  nChanged 294
		SP:Iteration 27Q (12783.970000 sec): 3 clusters
  Score: Raw -10963501.457497 + Penalty 3718.366816 = -10959783.090681
  nChanged 284
		SP:Iteration 28Q (12784.580000 sec): 3 clusters
  Score: Raw -10963582.881794 + Penalty 3718.366816 = -10959864.514978
  nChanged 250
		SP:Iteration 29Q (12785.190000 sec): 3 clusters
  Score: Raw -10963651.038672 + Penalty 3718.366816 = -10959932.671855
  nChanged 246
		SP:Iteration 30Q (12785.790000 sec): 3 clusters
  Score: Raw -10963717.988016 + Penalty 3718.366816 = -10959999.621200
  nChanged 242
		SP:Iteration 31Q (12786.390000 sec): 3 clusters
  Score: Raw -10963783.026098 + Penalty 3718.366816 = -10960064.659281
  nChanged 243
		SP:Iteration 32Q (12786.990000 sec): 3 clusters
  Score: Raw -10963850.087174 + Penalty 3718.366816 = -10960131.720358
  nChanged 238
		SP:Iteration 33Q (12787.560000 sec): 3 clusters
  Score: Raw -10963923.069726 + Penalty 3718.366816 = -10960204.702910
  nChanged 227
		SP:Iteration 34Q (12788.100000 sec): 3 clusters
  Score: Raw -10963981.625792 + Penalty 3718.366816 = -10960263.258976
  nChanged 177
		SP:Iteration 35Q (12788.650000 sec): 3 clusters
  Score: Raw -10964029.749153 + Penalty 3718.366816 = -10960311.382336
  nChanged 171
		SP:Iteration 36Q (12789.210000 sec): 3 clusters
  Score: Raw -10964074.523589 + Penalty 3718.366816 = -10960356.156773
  nChanged 147
		SP:Iteration 37Q (12789.790000 sec): 3 clusters
  Score: Raw -10964111.466051 + Penalty 3718.366816 = -10960393.099235
  nChanged 153
		SP:Iteration 38Q (12790.350000 sec): 3 clusters
  Score: Raw -10964144.184186 + Penalty 3718.366816 = -10960425.817370
  nChanged 134
		SP:Iteration 39Q (12790.980000 sec): 3 clusters
  Score: Raw -10964171.458293 + Penalty 3718.366816 = -10960453.091477
  nChanged 133
		SP:Iteration 40F (12791.620000 sec): 3 clusters
  Score: Raw -10964201.066198 + Penalty 3718.366816 = -10960482.699381
  nChanged 108
		SP:Iteration 41Q (12792.240000 sec): 3 clusters
  Score: Raw -10964222.079498 + Penalty 3718.366816 = -10960503.712682
  nChanged 99
		SP:Iteration 42Q (12792.830000 sec): 3 clusters
  Score: Raw -10964241.601065 + Penalty 3718.366816 = -10960523.234249
  nChanged 90
		SP:Iteration 43Q (12793.390000 sec): 3 clusters
  Score: Raw -10964257.905702 + Penalty 3718.366816 = -10960539.538885
  nChanged 79
		SP:Iteration 44Q (12793.950000 sec): 3 clusters
  Score: Raw -10964270.690744 + Penalty 3718.366816 = -10960552.323928
  nChanged 71
		SP:Iteration 45Q (12794.520000 sec): 3 clusters
  Score: Raw -10964284.051668 + Penalty 3718.366816 = -10960565.684852
  nChanged 66
		SP:Iteration 46Q (12795.080000 sec): 3 clusters
  Score: Raw -10964295.329367 + Penalty 3718.366816 = -10960576.962550
  nChanged 57
		SP:Iteration 47Q (12795.660000 sec): 3 clusters
  Score: Raw -10964305.330788 + Penalty 3718.366816 = -10960586.963971
  nChanged 55
		SP:Iteration 48Q (12796.310000 sec): 3 clusters
  Score: Raw -10964316.817416 + Penalty 3718.366816 = -10960598.450600
  nChanged 66
		SP:Iteration 49Q (12796.890000 sec): 3 clusters
  Score: Raw -10964329.676125 + Penalty 3718.366816 = -10960611.309308
  nChanged 63
		SP:Iteration 50Q (12797.520000 sec): 3 clusters
  Score: Raw -10964342.298281 + Penalty 3718.366816 = -10960623.931465
  nChanged 47
		SP:Iteration 51Q (12798.190000 sec): 3 clusters
  Score: Raw -10964351.358051 + Penalty 3718.366816 = -10960632.991234
  nChanged 53
		SP:Iteration 52Q (12798.720000 sec): 3 clusters
  Score: Raw -10964361.212667 + Penalty 3718.366816 = -10960642.845850
  nChanged 60
		SP:Iteration 53Q (12799.280000 sec): 3 clusters
  Score: Raw -10964371.859477 + Penalty 3718.366816 = -10960653.492661
  nChanged 53
		SP:Iteration 54Q (12799.840000 sec): 3 clusters
  Score: Raw -10964382.304373 + Penalty 3718.366816 = -10960663.937556
  nChanged 44
		SP:Iteration 55Q (12800.400000 sec): 3 clusters
  Score: Raw -10964390.264188 + Penalty 3718.366816 = -10960671.897371
  nChanged 42
		SP:Iteration 56Q (12800.970000 sec): 3 clusters
  Score: Raw -10964397.360801 + Penalty 3718.366816 = -10960678.993984
  nChanged 35
		SP:Iteration 57Q (12801.540000 sec): 3 clusters
  Score: Raw -10964402.568907 + Penalty 3718.366816 = -10960684.202090
  nChanged 30
		SP:Iteration 58Q (12802.080000 sec): 3 clusters
  Score: Raw -10964406.580225 + Penalty 3718.366816 = -10960688.213409
  nChanged 22
		SP:Iteration 59Q (12802.660000 sec): 3 clusters
  Score: Raw -10964409.656552 + Penalty 3718.366816 = -10960691.289736
  nChanged 17
		SP:Iteration 60F (12803.260000 sec): 3 clusters
  Score: Raw -10964411.716954 + Penalty 3718.366816 = -10960693.350137
  nChanged 22
		SP:Iteration 61Q (12803.840000 sec): 3 clusters
  Score: Raw -10964414.223974 + Penalty 3718.366816 = -10960695.857158
  nChanged 17
		SP:Iteration 62Q (12804.420000 sec): 3 clusters
  Score: Raw -10964415.893893 + Penalty 3718.366816 = -10960697.527077
  nChanged 19
		SP:Iteration 63Q (12805.010000 sec): 3 clusters
  Score: Raw -10964418.203386 + Penalty 3718.366816 = -10960699.836570
  nChanged 18
		SP:Iteration 64Q (12805.630000 sec): 3 clusters
  Score: Raw -10964420.359495 + Penalty 3718.366816 = -10960701.992678
  nChanged 24
		SP:Iteration 65Q (12806.280000 sec): 3 clusters
  Score: Raw -10964424.275859 + Penalty 3718.366816 = -10960705.909043
  nChanged 28
		SP:Iteration 66Q (12806.880000 sec): 3 clusters
  Score: Raw -10964428.782677 + Penalty 3718.366816 = -10960710.415861
  nChanged 30
		SP:Iteration 67Q (12807.470000 sec): 3 clusters
  Score: Raw -10964434.295903 + Penalty 3718.366816 = -10960715.929087
  nChanged 31
		SP:Iteration 68Q (12808.070000 sec): 3 clusters
  Score: Raw -10964440.513927 + Penalty 3718.366816 = -10960722.147111
  nChanged 35
		SP:Iteration 69Q (12808.640000 sec): 3 clusters
  Score: Raw -10964447.094799 + Penalty 3718.366816 = -10960728.727983
  nChanged 34
		SP:Iteration 70Q (12809.170000 sec): 3 clusters
  Score: Raw -10964453.426853 + Penalty 3718.366816 = -10960735.060037
  nChanged 25
		SP:Iteration 71Q (12809.740000 sec): 3 clusters
  Score: Raw -10964457.718942 + Penalty 3718.366816 = -10960739.352125
  nChanged 21
		SP:Iteration 72Q (12810.330000 sec): 3 clusters
  Score: Raw -10964460.924481 + Penalty 3718.366816 = -10960742.557664
  nChanged 23
		SP:Iteration 73Q (12810.920000 sec): 3 clusters
  Score: Raw -10964464.135392 + Penalty 3718.366816 = -10960745.768576
  nChanged 20
		SP:Iteration 74Q (12811.460000 sec): 3 clusters
  Score: Raw -10964467.125867 + Penalty 3718.366816 = -10960748.759050
  nChanged 33
		SP:Iteration 75Q (12812.020000 sec): 3 clusters
  Score: Raw -10964472.722511 + Penalty 3718.366816 = -10960754.355695
  nChanged 26
		SP:Iteration 76Q (12812.580000 sec): 3 clusters
  Score: Raw -10964476.813788 + Penalty 3718.366816 = -10960758.446972
  nChanged 27
		SP:Iteration 77Q (12813.130000 sec): 3 clusters
  Score: Raw -10964481.927564 + Penalty 3718.366816 = -10960763.560748
  nChanged 26
		SP:Iteration 78Q (12813.740000 sec): 3 clusters
  Score: Raw -10964487.519708 + Penalty 3718.366816 = -10960769.152891
  nChanged 28
		SP:Iteration 79Q (12814.380000 sec): 3 clusters
  Score: Raw -10964492.139524 + Penalty 3718.366816 = -10960773.772707
  nChanged 21
		SP:Iteration 80F (12814.940000 sec): 3 clusters
  Score: Raw -10964495.586239 + Penalty 3718.366816 = -10960777.219423
  nChanged 14
		SP:Iteration 81Q (12815.540000 sec): 3 clusters
  Score: Raw -10964498.075521 + Penalty 3718.366816 = -10960779.708704
  nChanged 20
		SP:Iteration 82Q (12816.100000 sec): 3 clusters
  Score: Raw -10964501.968805 + Penalty 3718.366816 = -10960783.601988
  nChanged 22
		SP:Iteration 83Q (12816.650000 sec): 3 clusters
  Score: Raw -10964506.679733 + Penalty 3718.366816 = -10960788.312916
  nChanged 28
		SP:Iteration 84Q (12817.200000 sec): 3 clusters
  Score: Raw -10964514.136134 + Penalty 3718.366816 = -10960795.769318
  nChanged 29
		SP:Iteration 85Q (12817.780000 sec): 3 clusters
  Score: Raw -10964520.326261 + Penalty 3718.366816 = -10960801.959445
  nChanged 26
		SP:Iteration 86Q (12818.330000 sec): 3 clusters
  Score: Raw -10964525.748270 + Penalty 3718.366816 = -10960807.381453
  nChanged 25
		SP:Iteration 87Q (12818.900000 sec): 3 clusters
  Score: Raw -10964530.611456 + Penalty 3718.366816 = -10960812.244640
  nChanged 28
		SP:Iteration 88Q (12819.460000 sec): 3 clusters
  Score: Raw -10964535.325492 + Penalty 3718.366816 = -10960816.958676
  nChanged 23
		SP:Iteration 89Q (12820.060000 sec): 3 clusters
  Score: Raw -10964539.561240 + Penalty 3718.366816 = -10960821.194423
  nChanged 21
		SP:Iteration 90Q (12820.660000 sec): 3 clusters
  Score: Raw -10964544.302545 + Penalty 3718.366816 = -10960825.935728
  nChanged 28
		SP:Iteration 91Q (12821.230000 sec): 3 clusters
  Score: Raw -10964549.793986 + Penalty 3718.366816 = -10960831.427169
  nChanged 20
		SP:Iteration 92Q (12821.790000 sec): 3 clusters
  Score: Raw -10964553.074162 + Penalty 3718.366816 = -10960834.707346
  nChanged 15
		SP:Iteration 93Q (12822.400000 sec): 3 clusters
  Score: Raw -10964555.457506 + Penalty 3718.366816 = -10960837.090689
  nChanged 10
		SP:Iteration 94Q (12822.960000 sec): 3 clusters
  Score: Raw -10964556.771556 + Penalty 3718.366816 = -10960838.404740
  nChanged 5
		SP:Iteration 95Q (12823.550000 sec): 3 clusters
  Score: Raw -10964557.256065 + Penalty 3718.366816 = -10960838.889248
  nChanged 3
		SP:Iteration 96Q (12824.100000 sec): 3 clusters
  Score: Raw -10964557.689944 + Penalty 3718.366816 = -10960839.323127
  nChanged 3
		SP:Iteration 97Q (12824.710000 sec): 3 clusters
  Score: Raw -10964558.104320 + Penalty 3718.366816 = -10960839.737503
  nChanged 3
		SP:Iteration 98Q (12825.320000 sec): 3 clusters
  Score: Raw -10964558.476745 + Penalty 3718.366816 = -10960840.109929
  nChanged 0
		SP:Iteration 99F (12825.960000 sec): 3 clusters
  Score: Raw -10964558.476745 + Penalty 3718.366816 = -10960840.109929
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (14011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12826.130000 sec): 2 clusters
  Score: Raw -1564846.004923 + Penalty 1551.484677 = -1563294.520246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12826.440000 sec): 3 clusters
  Score: Raw -1556704.414041 + Penalty 3102.969355 = -1553601.444686
  nChanged 6211
		SP:Iteration 1F (12826.650000 sec): 3 clusters
  Score: Raw -1560148.160094 + Penalty 3102.969355 = -1557045.190739
  nChanged 881
		SP:Iteration 2F (12826.950000 sec): 3 clusters
  Score: Raw -1560572.645586 + Penalty 3102.969355 = -1557469.676231
  nChanged 808
		SP:Iteration 3F (12827.180000 sec): 3 clusters
  Score: Raw -1560979.452747 + Penalty 3102.969355 = -1557876.483392
  nChanged 807
		SP:Iteration 4F (12827.520000 sec): 3 clusters
  Score: Raw -1561425.320512 + Penalty 3102.969355 = -1558322.351158
  nChanged 800
		SP:Iteration 5F (12827.720000 sec): 3 clusters
  Score: Raw -1561884.632051 + Penalty 3102.969355 = -1558781.662697
  nChanged 747
		SP:Iteration 6F (12828.000000 sec): 3 clusters
  Score: Raw -1562315.793818 + Penalty 3102.969355 = -1559212.824463
  nChanged 686
		SP:Iteration 7Q (12828.280000 sec): 3 clusters
  Score: Raw -1562699.042044 + Penalty 3102.969355 = -1559596.072690
  nChanged 622
		SP:Iteration 8Q (12828.550000 sec): 3 clusters
  Score: Raw -1563048.629553 + Penalty 3102.969355 = -1559945.660199
  nChanged 556
		SP:Iteration 9Q (12828.830000 sec): 3 clusters
  Score: Raw -1563355.262176 + Penalty 3102.969355 = -1560252.292821
  nChanged 447
		SP:Iteration 10Q (12829.080000 sec): 3 clusters
  Score: Raw -1563549.028852 + Penalty 3102.969355 = -1560446.059497
  nChanged 334
		SP:Iteration 11Q (12829.350000 sec): 3 clusters
  Score: Raw -1563666.772126 + Penalty 3102.969355 = -1560563.802771
  nChanged 256
		SP:Iteration 12Q (12829.560000 sec): 3 clusters
  Score: Raw -1563739.415348 + Penalty 3102.969355 = -1560636.445994
  nChanged 194
		SP:Iteration 13Q (12829.800000 sec): 3 clusters
  Score: Raw -1563797.582502 + Penalty 3102.969355 = -1560694.613148
  nChanged 156
		SP:Iteration 14Q (12830.070000 sec): 3 clusters
  Score: Raw -1563842.964143 + Penalty 3102.969355 = -1560739.994789
  nChanged 150
		SP:Iteration 15Q (12830.400000 sec): 3 clusters
  Score: Raw -1563878.346196 + Penalty 3102.969355 = -1560775.376841
  nChanged 120
		SP:Iteration 16Q (12830.660000 sec): 3 clusters
  Score: Raw -1563907.159665 + Penalty 3102.969355 = -1560804.190310
  nChanged 111
		SP:Iteration 17Q (12830.880000 sec): 3 clusters
  Score: Raw -1563932.522416 + Penalty 3102.969355 = -1560829.553061
  nChanged 114
		SP:Iteration 18Q (12831.100000 sec): 3 clusters
  Score: Raw -1563961.064723 + Penalty 3102.969355 = -1560858.095369
  nChanged 136
		SP:Iteration 19Q (12831.350000 sec): 3 clusters
  Score: Raw -1563991.722411 + Penalty 3102.969355 = -1560888.753057
  nChanged 114
		SP:Iteration 20F (12831.550000 sec): 3 clusters
  Score: Raw -1564019.261307 + Penalty 3102.969355 = -1560916.291953
  nChanged 103
		SP:Iteration 21Q (12831.840000 sec): 3 clusters
  Score: Raw -1564041.792567 + Penalty 3102.969355 = -1560938.823212
  nChanged 101
		SP:Iteration 22Q (12832.120000 sec): 3 clusters
  Score: Raw -1564064.022090 + Penalty 3102.969355 = -1560961.052735
  nChanged 102
		SP:Iteration 23Q (12832.380000 sec): 3 clusters
  Score: Raw -1564083.500980 + Penalty 3102.969355 = -1560980.531625
  nChanged 101
		SP:Iteration 24Q (12832.610000 sec): 3 clusters
  Score: Raw -1564103.295374 + Penalty 3102.969355 = -1561000.326019
  nChanged 102
		SP:Iteration 25Q (12832.820000 sec): 3 clusters
  Score: Raw -1564125.920385 + Penalty 3102.969355 = -1561022.951030
  nChanged 105
		SP:Iteration 26Q (12833.040000 sec): 3 clusters
  Score: Raw -1564149.088128 + Penalty 3102.969355 = -1561046.118773
  nChanged 97
		SP:Iteration 27Q (12833.250000 sec): 3 clusters
  Score: Raw -1564172.051384 + Penalty 3102.969355 = -1561069.082030
  nChanged 101
		SP:Iteration 28Q (12833.480000 sec): 3 clusters
  Score: Raw -1564195.954788 + Penalty 3102.969355 = -1561092.985433
  nChanged 102
		SP:Iteration 29Q (12833.720000 sec): 3 clusters
  Score: Raw -1564219.573714 + Penalty 3102.969355 = -1561116.604360
  nChanged 101
		SP:Iteration 30Q (12834.000000 sec): 3 clusters
  Score: Raw -1564244.163620 + Penalty 3102.969355 = -1561141.194265
  nChanged 123
		SP:Iteration 31Q (12834.210000 sec): 3 clusters
  Score: Raw -1564280.612938 + Penalty 3102.969355 = -1561177.643584
  nChanged 138
		SP:Iteration 32Q (12834.440000 sec): 3 clusters
  Score: Raw -1564322.944298 + Penalty 3102.969355 = -1561219.974944
  nChanged 147
		SP:Iteration 33Q (12834.730000 sec): 3 clusters
  Score: Raw -1564370.968091 + Penalty 3102.969355 = -1561267.998737
  nChanged 130
		SP:Iteration 34Q (12834.960000 sec): 3 clusters
  Score: Raw -1564409.790406 + Penalty 3102.969355 = -1561306.821051
  nChanged 130
		SP:Iteration 35Q (12835.260000 sec): 3 clusters
  Score: Raw -1564448.295191 + Penalty 3102.969355 = -1561345.325837
  nChanged 133
		SP:Iteration 36Q (12835.510000 sec): 3 clusters
  Score: Raw -1564487.344011 + Penalty 3102.969355 = -1561384.374656
  nChanged 119
		SP:Iteration 37Q (12835.790000 sec): 3 clusters
  Score: Raw -1564525.785970 + Penalty 3102.969355 = -1561422.816615
  nChanged 121
		SP:Iteration 38Q (12836.020000 sec): 3 clusters
  Score: Raw -1564563.491821 + Penalty 3102.969355 = -1561460.522466
  nChanged 118
		SP:Iteration 39Q (12836.240000 sec): 3 clusters
  Score: Raw -1564601.299329 + Penalty 3102.969355 = -1561498.329975
  nChanged 113
		SP:Iteration 40F (12836.470000 sec): 3 clusters
  Score: Raw -1564637.798563 + Penalty 3102.969355 = -1561534.829209
  nChanged 116
		SP:Iteration 41Q (12836.790000 sec): 3 clusters
  Score: Raw -1564675.104757 + Penalty 3102.969355 = -1561572.135402
  nChanged 125
		SP:Iteration 42Q (12837.010000 sec): 3 clusters
  Score: Raw -1564729.235229 + Penalty 3102.969355 = -1561626.265875
  nChanged 126
		SP:Iteration 43Q (12837.290000 sec): 3 clusters
  Score: Raw -1564785.667296 + Penalty 3102.969355 = -1561682.697942
  nChanged 123
		SP:Iteration 44Q (12837.490000 sec): 3 clusters
  Score: Raw -1564839.573130 + Penalty 3102.969355 = -1561736.603776
  nChanged 115
		SP:Iteration 45Q (12837.750000 sec): 3 clusters
  Score: Raw -1564888.720399 + Penalty 3102.969355 = -1561785.751045
  nChanged 98
		SP:Iteration 46Q (12838.030000 sec): 3 clusters
  Score: Raw -1564935.042672 + Penalty 3102.969355 = -1561832.073317
  nChanged 102
		SP:Iteration 47Q (12838.260000 sec): 3 clusters
  Score: Raw -1564978.891582 + Penalty 3102.969355 = -1561875.922227
  nChanged 69
		SP:Iteration 48Q (12838.530000 sec): 3 clusters
  Score: Raw -1565002.541222 + Penalty 3102.969355 = -1561899.571868
  nChanged 62
		SP:Iteration 49Q (12838.740000 sec): 3 clusters
  Score: Raw -1565024.285754 + Penalty 3102.969355 = -1561921.316400
  nChanged 52
		SP:Iteration 50Q (12839.050000 sec): 3 clusters
  Score: Raw -1565043.913209 + Penalty 3102.969355 = -1561940.943854
  nChanged 43
		SP:Iteration 51Q (12839.300000 sec): 3 clusters
  Score: Raw -1565061.349244 + Penalty 3102.969355 = -1561958.379889
  nChanged 32
		SP:Iteration 52Q (12839.550000 sec): 3 clusters
  Score: Raw -1565074.477751 + Penalty 3102.969355 = -1561971.508396
  nChanged 29
		SP:Iteration 53Q (12839.880000 sec): 3 clusters
  Score: Raw -1565085.367757 + Penalty 3102.969355 = -1561982.398402
  nChanged 29
		SP:Iteration 54Q (12840.150000 sec): 3 clusters
  Score: Raw -1565097.745815 + Penalty 3102.969355 = -1561994.776461
  nChanged 28
		SP:Iteration 55Q (12840.420000 sec): 3 clusters
  Score: Raw -1565111.196863 + Penalty 3102.969355 = -1562008.227508
  nChanged 26
		SP:Iteration 56Q (12840.670000 sec): 3 clusters
  Score: Raw -1565122.332188 + Penalty 3102.969355 = -1562019.362833
  nChanged 21
		SP:Iteration 57Q (12840.920000 sec): 3 clusters
  Score: Raw -1565130.657841 + Penalty 3102.969355 = -1562027.688486
  nChanged 16
		SP:Iteration 58Q (12841.180000 sec): 3 clusters
  Score: Raw -1565135.723170 + Penalty 3102.969355 = -1562032.753815
  nChanged 7
		SP:Iteration 59Q (12841.450000 sec): 3 clusters
  Score: Raw -1565137.531821 + Penalty 3102.969355 = -1562034.562467
  nChanged 6
		SP:Iteration 60F (12841.750000 sec): 3 clusters
  Score: Raw -1565139.353225 + Penalty 3102.969355 = -1562036.383870
  nChanged 4
		SP:Iteration 61Q (12841.960000 sec): 3 clusters
  Score: Raw -1565140.777169 + Penalty 3102.969355 = -1562037.807814
  nChanged 1
		SP:Iteration 62Q (12842.190000 sec): 3 clusters
  Score: Raw -1565140.928374 + Penalty 3102.969355 = -1562037.959019
  nChanged 0
		SP:Iteration 63F (12842.500000 sec): 3 clusters
  Score: Raw -1565140.928374 + Penalty 3102.969355 = -1562037.959019
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (70374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12842.860000 sec): 2 clusters
  Score: Raw -7825135.881861 + Penalty 1813.756613 = -7823322.125248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12843.390000 sec): 3 clusters
  Score: Raw -7779999.433482 + Penalty 3627.513226 = -7776371.920256
  nChanged 33336
		SP:Iteration 1F (12843.900000 sec): 3 clusters
  Score: Raw -7800068.495729 + Penalty 3627.513226 = -7796440.982504
  nChanged 3740
		SP:Iteration 2F (12844.400000 sec): 3 clusters
  Score: Raw -7801719.248901 + Penalty 3627.513226 = -7798091.735676
  nChanged 4126
		SP:Iteration 3F (12844.880000 sec): 3 clusters
  Score: Raw -7803653.510134 + Penalty 3627.513226 = -7800025.996908
  nChanged 4215
		SP:Iteration 4F (12845.420000 sec): 3 clusters
  Score: Raw -7805541.037092 + Penalty 3627.513226 = -7801913.523867
  nChanged 3931
		SP:Iteration 5F (12845.930000 sec): 3 clusters
  Score: Raw -7807178.307704 + Penalty 3627.513226 = -7803550.794478
  nChanged 3478
		SP:Iteration 6Q (12846.490000 sec): 3 clusters
  Score: Raw -7808462.420078 + Penalty 3627.513226 = -7804834.906852
  nChanged 2869
		SP:Iteration 7Q (12847.030000 sec): 3 clusters
  Score: Raw -7809371.279682 + Penalty 3627.513226 = -7805743.766456
  nChanged 2291
		SP:Iteration 8Q (12847.600000 sec): 3 clusters
  Score: Raw -7810038.051615 + Penalty 3627.513226 = -7806410.538389
  nChanged 2084
		SP:Iteration 9Q (12848.200000 sec): 3 clusters
  Score: Raw -7810614.807306 + Penalty 3627.513226 = -7806987.294080
  nChanged 1856
		SP:Iteration 10Q (12848.770000 sec): 3 clusters
  Score: Raw -7811137.716995 + Penalty 3627.513226 = -7807510.203769
  nChanged 1729
		SP:Iteration 11Q (12849.320000 sec): 3 clusters
  Score: Raw -7811591.805593 + Penalty 3627.513226 = -7807964.292367
  nChanged 1636
		SP:Iteration 12Q (12849.870000 sec): 3 clusters
  Score: Raw -7812014.455356 + Penalty 3627.513226 = -7808386.942130
  nChanged 1568
		SP:Iteration 13Q (12850.420000 sec): 3 clusters
  Score: Raw -7812417.996353 + Penalty 3627.513226 = -7808790.483127
  nChanged 1577
		SP:Iteration 14Q (12850.960000 sec): 3 clusters
  Score: Raw -7812875.506183 + Penalty 3627.513226 = -7809247.992958
  nChanged 1685
		SP:Iteration 15Q (12851.470000 sec): 3 clusters
  Score: Raw -7813419.246430 + Penalty 3627.513226 = -7809791.733204
  nChanged 1799
		SP:Iteration 16Q (12852.040000 sec): 3 clusters
  Score: Raw -7814103.485142 + Penalty 3627.513226 = -7810475.971917
  nChanged 1955
		SP:Iteration 17Q (12852.600000 sec): 3 clusters
  Score: Raw -7815016.118087 + Penalty 3627.513226 = -7811388.604861
  nChanged 2130
		SP:Iteration 18Q (12853.210000 sec): 3 clusters
  Score: Raw -7816194.348293 + Penalty 3627.513226 = -7812566.835067
  nChanged 2282
		SP:Iteration 19Q (12853.800000 sec): 3 clusters
  Score: Raw -7817596.496278 + Penalty 3627.513226 = -7813968.983052
  nChanged 2174
		SP:Iteration 20F (12854.360000 sec): 3 clusters
  Score: Raw -7818978.921547 + Penalty 3627.513226 = -7815351.408321
  nChanged 1969
		SP:Iteration 21Q (12854.960000 sec): 3 clusters
  Score: Raw -7820154.332280 + Penalty 3627.513226 = -7816526.819055
  nChanged 1584
		SP:Iteration 22Q (12855.540000 sec): 3 clusters
  Score: Raw -7820971.504037 + Penalty 3627.513226 = -7817343.990811
  nChanged 1261
		SP:Iteration 23Q (12856.100000 sec): 3 clusters
  Score: Raw -7821593.577074 + Penalty 3627.513226 = -7817966.063848
  nChanged 1161
		SP:Iteration 24Q (12856.690000 sec): 3 clusters
  Score: Raw -7822110.520518 + Penalty 3627.513226 = -7818483.007292
  nChanged 1002
		SP:Iteration 25Q (12857.260000 sec): 3 clusters
  Score: Raw -7822515.866900 + Penalty 3627.513226 = -7818888.353674
  nChanged 905
		SP:Iteration 26Q (12857.820000 sec): 3 clusters
  Score: Raw -7822852.314624 + Penalty 3627.513226 = -7819224.801398
  nChanged 799
		SP:Iteration 27Q (12858.400000 sec): 3 clusters
  Score: Raw -7823131.319216 + Penalty 3627.513226 = -7819503.805991
  nChanged 713
		SP:Iteration 28Q (12858.960000 sec): 3 clusters
  Score: Raw -7823367.879784 + Penalty 3627.513226 = -7819740.366558
  nChanged 628
		SP:Iteration 29Q (12859.540000 sec): 3 clusters
  Score: Raw -7823560.066068 + Penalty 3627.513226 = -7819932.552843
  nChanged 571
		SP:Iteration 30Q (12860.090000 sec): 3 clusters
  Score: Raw -7823715.649520 + Penalty 3627.513226 = -7820088.136295
  nChanged 528
		SP:Iteration 31Q (12860.660000 sec): 3 clusters
  Score: Raw -7823858.273318 + Penalty 3627.513226 = -7820230.760092
  nChanged 494
		SP:Iteration 32Q (12861.210000 sec): 3 clusters
  Score: Raw -7823997.853085 + Penalty 3627.513226 = -7820370.339859
  nChanged 472
		SP:Iteration 33Q (12861.800000 sec): 3 clusters
  Score: Raw -7824126.185277 + Penalty 3627.513226 = -7820498.672052
  nChanged 453
		SP:Iteration 34Q (12862.340000 sec): 3 clusters
  Score: Raw -7824246.208950 + Penalty 3627.513226 = -7820618.695725
  nChanged 412
		SP:Iteration 35Q (12862.840000 sec): 3 clusters
  Score: Raw -7824354.453192 + Penalty 3627.513226 = -7820726.939966
  nChanged 393
		SP:Iteration 36Q (12863.420000 sec): 3 clusters
  Score: Raw -7824456.775854 + Penalty 3627.513226 = -7820829.262628
  nChanged 387
		SP:Iteration 37Q (12863.920000 sec): 3 clusters
  Score: Raw -7824558.315541 + Penalty 3627.513226 = -7820930.802316
  nChanged 357
		SP:Iteration 38Q (12864.420000 sec): 3 clusters
  Score: Raw -7824640.808049 + Penalty 3627.513226 = -7821013.294823
  nChanged 325
		SP:Iteration 39Q (12864.890000 sec): 3 clusters
  Score: Raw -7824714.735751 + Penalty 3627.513226 = -7821087.222525
  nChanged 299
		SP:Iteration 40F (12865.420000 sec): 3 clusters
  Score: Raw -7824784.959683 + Penalty 3627.513226 = -7821157.446458
  nChanged 303
		SP:Iteration 41Q (12865.940000 sec): 3 clusters
  Score: Raw -7824854.190714 + Penalty 3627.513226 = -7821226.677488
  nChanged 296
		SP:Iteration 42Q (12866.450000 sec): 3 clusters
  Score: Raw -7824923.629457 + Penalty 3627.513226 = -7821296.116232
  nChanged 275
		SP:Iteration 43Q (12866.940000 sec): 3 clusters
  Score: Raw -7824986.928212 + Penalty 3627.513226 = -7821359.414986
  nChanged 256
		SP:Iteration 44Q (12867.440000 sec): 3 clusters
  Score: Raw -7825048.048634 + Penalty 3627.513226 = -7821420.535408
  nChanged 255
		SP:Iteration 45Q (12867.930000 sec): 3 clusters
  Score: Raw -7825111.292861 + Penalty 3627.513226 = -7821483.779635
  nChanged 247
		SP:Iteration 46Q (12868.450000 sec): 3 clusters
  Score: Raw -7825171.546032 + Penalty 3627.513226 = -7821544.032806
  nChanged 231
		SP:Iteration 47Q (12868.930000 sec): 3 clusters
  Score: Raw -7825224.740644 + Penalty 3627.513226 = -7821597.227418
  nChanged 205
		SP:Iteration 48Q (12869.390000 sec): 3 clusters
  Score: Raw -7825270.077164 + Penalty 3627.513226 = -7821642.563939
  nChanged 186
		SP:Iteration 49Q (12869.860000 sec): 3 clusters
  Score: Raw -7825315.799274 + Penalty 3627.513226 = -7821688.286049
  nChanged 188
		SP:Iteration 50Q (12870.310000 sec): 3 clusters
  Score: Raw -7825360.284313 + Penalty 3627.513226 = -7821732.771088
  nChanged 170
		SP:Iteration 51Q (12870.760000 sec): 3 clusters
  Score: Raw -7825401.923379 + Penalty 3627.513226 = -7821774.410153
  nChanged 171
		SP:Iteration 52Q (12871.210000 sec): 3 clusters
  Score: Raw -7825446.578883 + Penalty 3627.513226 = -7821819.065658
  nChanged 166
		SP:Iteration 53Q (12871.660000 sec): 3 clusters
  Score: Raw -7825489.198735 + Penalty 3627.513226 = -7821861.685509
  nChanged 153
		SP:Iteration 54Q (12872.130000 sec): 3 clusters
  Score: Raw -7825528.240742 + Penalty 3627.513226 = -7821900.727516
  nChanged 133
		SP:Iteration 55Q (12872.650000 sec): 3 clusters
  Score: Raw -7825560.314426 + Penalty 3627.513226 = -7821932.801200
  nChanged 133
		SP:Iteration 56Q (12873.090000 sec): 3 clusters
  Score: Raw -7825589.572363 + Penalty 3627.513226 = -7821962.059137
  nChanged 100
		SP:Iteration 57Q (12873.630000 sec): 3 clusters
  Score: Raw -7825607.087431 + Penalty 3627.513226 = -7821979.574205
  nChanged 89
		SP:Iteration 58Q (12874.090000 sec): 3 clusters
  Score: Raw -7825623.996733 + Penalty 3627.513226 = -7821996.483508
  nChanged 88
		SP:Iteration 59Q (12874.590000 sec): 3 clusters
  Score: Raw -7825642.542114 + Penalty 3627.513226 = -7822015.028889
  nChanged 77
		SP:Iteration 60F (12875.070000 sec): 3 clusters
  Score: Raw -7825657.711472 + Penalty 3627.513226 = -7822030.198246
  nChanged 79
		SP:Iteration 61Q (12875.580000 sec): 3 clusters
  Score: Raw -7825673.368889 + Penalty 3627.513226 = -7822045.855664
  nChanged 66
		SP:Iteration 62Q (12876.080000 sec): 3 clusters
  Score: Raw -7825690.098009 + Penalty 3627.513226 = -7822062.584784
  nChanged 57
		SP:Iteration 63Q (12876.550000 sec): 3 clusters
  Score: Raw -7825705.437010 + Penalty 3627.513226 = -7822077.923785
  nChanged 58
		SP:Iteration 64Q (12877.050000 sec): 3 clusters
  Score: Raw -7825717.931861 + Penalty 3627.513226 = -7822090.418636
  nChanged 58
		SP:Iteration 65Q (12877.520000 sec): 3 clusters
  Score: Raw -7825728.883136 + Penalty 3627.513226 = -7822101.369911
  nChanged 56
		SP:Iteration 66Q (12877.970000 sec): 3 clusters
  Score: Raw -7825739.452381 + Penalty 3627.513226 = -7822111.939155
  nChanged 60
		SP:Iteration 67Q (12878.430000 sec): 3 clusters
  Score: Raw -7825750.719787 + Penalty 3627.513226 = -7822123.206562
  nChanged 49
		SP:Iteration 68Q (12878.950000 sec): 3 clusters
  Score: Raw -7825760.327322 + Penalty 3627.513226 = -7822132.814096
  nChanged 42
		SP:Iteration 69Q (12879.440000 sec): 3 clusters
  Score: Raw -7825769.743630 + Penalty 3627.513226 = -7822142.230405
  nChanged 54
		SP:Iteration 70Q (12879.940000 sec): 3 clusters
  Score: Raw -7825781.634221 + Penalty 3627.513226 = -7822154.120996
  nChanged 49
		SP:Iteration 71Q (12880.490000 sec): 3 clusters
  Score: Raw -7825793.729166 + Penalty 3627.513226 = -7822166.215940
  nChanged 38
		SP:Iteration 72Q (12881.020000 sec): 3 clusters
  Score: Raw -7825802.873709 + Penalty 3627.513226 = -7822175.360483
  nChanged 42
		SP:Iteration 73Q (12881.480000 sec): 3 clusters
  Score: Raw -7825813.464719 + Penalty 3627.513226 = -7822185.951493
  nChanged 42
		SP:Iteration 74Q (12882.010000 sec): 3 clusters
  Score: Raw -7825822.077669 + Penalty 3627.513226 = -7822194.564444
  nChanged 36
		SP:Iteration 75Q (12882.510000 sec): 3 clusters
  Score: Raw -7825829.532109 + Penalty 3627.513226 = -7822202.018883
  nChanged 32
		SP:Iteration 76Q (12883.040000 sec): 3 clusters
  Score: Raw -7825837.245228 + Penalty 3627.513226 = -7822209.732003
  nChanged 32
		SP:Iteration 77Q (12883.550000 sec): 3 clusters
  Score: Raw -7825844.742120 + Penalty 3627.513226 = -7822217.228895
  nChanged 29
		SP:Iteration 78Q (12884.070000 sec): 3 clusters
  Score: Raw -7825850.232765 + Penalty 3627.513226 = -7822222.719539
  nChanged 28
		SP:Iteration 79Q (12884.540000 sec): 3 clusters
  Score: Raw -7825855.466167 + Penalty 3627.513226 = -7822227.952942
  nChanged 24
		SP:Iteration 80F (12885.100000 sec): 3 clusters
  Score: Raw -7825859.217338 + Penalty 3627.513226 = -7822231.704113
  nChanged 21
		SP:Iteration 81Q (12885.590000 sec): 3 clusters
  Score: Raw -7825862.908197 + Penalty 3627.513226 = -7822235.394971
  nChanged 16
		SP:Iteration 82Q (12886.080000 sec): 3 clusters
  Score: Raw -7825865.677271 + Penalty 3627.513226 = -7822238.164045
  nChanged 20
		SP:Iteration 83Q (12886.560000 sec): 3 clusters
  Score: Raw -7825869.474262 + Penalty 3627.513226 = -7822241.961036
  nChanged 14
		SP:Iteration 84Q (12886.990000 sec): 3 clusters
  Score: Raw -7825871.710961 + Penalty 3627.513226 = -7822244.197735
  nChanged 10
		SP:Iteration 85Q (12887.530000 sec): 3 clusters
  Score: Raw -7825873.414053 + Penalty 3627.513226 = -7822245.900827
  nChanged 8
		SP:Iteration 86Q (12887.980000 sec): 3 clusters
  Score: Raw -7825875.148047 + Penalty 3627.513226 = -7822247.634822
  nChanged 8
		SP:Iteration 87Q (12888.460000 sec): 3 clusters
  Score: Raw -7825877.044862 + Penalty 3627.513226 = -7822249.531637
  nChanged 12
		SP:Iteration 88Q (12888.910000 sec): 3 clusters
  Score: Raw -7825879.642847 + Penalty 3627.513226 = -7822252.129621
  nChanged 10
		SP:Iteration 89Q (12889.330000 sec): 3 clusters
  Score: Raw -7825881.105985 + Penalty 3627.513226 = -7822253.592760
  nChanged 9
		SP:Iteration 90Q (12889.770000 sec): 3 clusters
  Score: Raw -7825883.429685 + Penalty 3627.513226 = -7822255.916459
  nChanged 12
		SP:Iteration 91Q (12890.230000 sec): 3 clusters
  Score: Raw -7825885.998966 + Penalty 3627.513226 = -7822258.485741
  nChanged 11
		SP:Iteration 92Q (12890.770000 sec): 3 clusters
  Score: Raw -7825887.609832 + Penalty 3627.513226 = -7822260.096607
  nChanged 6
		SP:Iteration 93Q (12891.220000 sec): 3 clusters
  Score: Raw -7825888.458669 + Penalty 3627.513226 = -7822260.945443
  nChanged 5
		SP:Iteration 94Q (12891.700000 sec): 3 clusters
  Score: Raw -7825889.256101 + Penalty 3627.513226 = -7822261.742876
  nChanged 4
		SP:Iteration 95Q (12892.170000 sec): 3 clusters
  Score: Raw -7825889.825015 + Penalty 3627.513226 = -7822262.311789
  nChanged 2
		SP:Iteration 96Q (12892.620000 sec): 3 clusters
  Score: Raw -7825890.222020 + Penalty 3627.513226 = -7822262.708794
  nChanged 4
		SP:Iteration 97Q (12893.120000 sec): 3 clusters
  Score: Raw -7825891.080321 + Penalty 3627.513226 = -7822263.567095
  nChanged 3
		SP:Iteration 98Q (12893.640000 sec): 3 clusters
  Score: Raw -7825891.673323 + Penalty 3627.513226 = -7822264.160098
  nChanged 4
		SP:Iteration 99Q (12894.160000 sec): 3 clusters
  Score: Raw -7825892.491539 + Penalty 3627.513226 = -7822264.978314
  nChanged 6
		SP:Iteration 100F (12894.680000 sec): 3 clusters
  Score: Raw -7825893.426621 + Penalty 3627.513226 = -7822265.913395
  nChanged 4
		SP:Iteration 101Q (12895.230000 sec): 3 clusters
  Score: Raw -7825894.186085 + Penalty 3627.513226 = -7822266.672859
  nChanged 3
		SP:Iteration 102Q (12895.740000 sec): 3 clusters
  Score: Raw -7825894.678890 + Penalty 3627.513226 = -7822267.165664
  nChanged 0
		SP:Iteration 103F (12896.250000 sec): 3 clusters
  Score: Raw -7825894.678890 + Penalty 3627.513226 = -7822267.165664
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (9523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12896.380000 sec): 2 clusters
  Score: Raw -1074736.677720 + Penalty 1488.738096 = -1073247.939624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12896.620000 sec): 3 clusters
  Score: Raw -1069363.983047 + Penalty 2977.476191 = -1066386.506856
  nChanged 4110
		SP:Iteration 1F (12896.870000 sec): 3 clusters
  Score: Raw -1071720.495242 + Penalty 2977.476191 = -1068743.019050
  nChanged 653
		SP:Iteration 2F (12897.080000 sec): 3 clusters
  Score: Raw -1072083.956635 + Penalty 2977.476191 = -1069106.480444
  nChanged 582
		SP:Iteration 3F (12897.340000 sec): 3 clusters
  Score: Raw -1072421.184937 + Penalty 2977.476191 = -1069443.708746
  nChanged 597
		SP:Iteration 4F (12897.500000 sec): 3 clusters
  Score: Raw -1072844.060350 + Penalty 2977.476191 = -1069866.584159
  nChanged 618
		SP:Iteration 5F (12897.710000 sec): 3 clusters
  Score: Raw -1073334.248508 + Penalty 2977.476191 = -1070356.772317
  nChanged 605
		SP:Iteration 6F (12897.900000 sec): 3 clusters
  Score: Raw -1073807.711395 + Penalty 2977.476191 = -1070830.235204
  nChanged 502
		SP:Iteration 7F (12898.140000 sec): 3 clusters
  Score: Raw -1074152.344381 + Penalty 2977.476191 = -1071174.868190
  nChanged 375
		SP:Iteration 8Q (12898.360000 sec): 3 clusters
  Score: Raw -1074374.287841 + Penalty 2977.476191 = -1071396.811649
  nChanged 272
		SP:Iteration 9Q (12898.600000 sec): 3 clusters
  Score: Raw -1074520.888654 + Penalty 2977.476191 = -1071543.412463
  nChanged 200
		SP:Iteration 10Q (12898.820000 sec): 3 clusters
  Score: Raw -1074600.283374 + Penalty 2977.476191 = -1071622.807183
  nChanged 131
		SP:Iteration 11Q (12899.090000 sec): 3 clusters
  Score: Raw -1074649.091302 + Penalty 2977.476191 = -1071671.615111
  nChanged 117
		SP:Iteration 12Q (12899.320000 sec): 3 clusters
  Score: Raw -1074691.268664 + Penalty 2977.476191 = -1071713.792472
  nChanged 101
		SP:Iteration 13Q (12899.550000 sec): 3 clusters
  Score: Raw -1074722.008795 + Penalty 2977.476191 = -1071744.532604
  nChanged 78
		SP:Iteration 14Q (12899.770000 sec): 3 clusters
  Score: Raw -1074744.536395 + Penalty 2977.476191 = -1071767.060204
  nChanged 70
		SP:Iteration 15Q (12900.030000 sec): 3 clusters
  Score: Raw -1074763.939780 + Penalty 2977.476191 = -1071786.463588
  nChanged 56
		SP:Iteration 16Q (12900.240000 sec): 3 clusters
  Score: Raw -1074780.876549 + Penalty 2977.476191 = -1071803.400358
  nChanged 57
		SP:Iteration 17Q (12900.510000 sec): 3 clusters
  Score: Raw -1074794.144825 + Penalty 2977.476191 = -1071816.668633
  nChanged 39
		SP:Iteration 18Q (12900.750000 sec): 3 clusters
  Score: Raw -1074802.948541 + Penalty 2977.476191 = -1071825.472350
  nChanged 32
		SP:Iteration 19Q (12900.990000 sec): 3 clusters
  Score: Raw -1074810.980521 + Penalty 2977.476191 = -1071833.504329
  nChanged 35
		SP:Iteration 20F (12901.230000 sec): 3 clusters
  Score: Raw -1074819.025209 + Penalty 2977.476191 = -1071841.549018
  nChanged 36
		SP:Iteration 21Q (12901.510000 sec): 3 clusters
  Score: Raw -1074827.534048 + Penalty 2977.476191 = -1071850.057856
  nChanged 36
		SP:Iteration 22Q (12901.730000 sec): 3 clusters
  Score: Raw -1074835.237989 + Penalty 2977.476191 = -1071857.761798
  nChanged 30
		SP:Iteration 23Q (12901.970000 sec): 3 clusters
  Score: Raw -1074842.339946 + Penalty 2977.476191 = -1071864.863755
  nChanged 29
		SP:Iteration 24Q (12902.140000 sec): 3 clusters
  Score: Raw -1074848.380951 + Penalty 2977.476191 = -1071870.904760
  nChanged 30
		SP:Iteration 25Q (12902.370000 sec): 3 clusters
  Score: Raw -1074856.186760 + Penalty 2977.476191 = -1071878.710569
  nChanged 36
		SP:Iteration 26Q (12902.640000 sec): 3 clusters
  Score: Raw -1074868.729431 + Penalty 2977.476191 = -1071891.253240
  nChanged 38
		SP:Iteration 27Q (12902.870000 sec): 3 clusters
  Score: Raw -1074878.802264 + Penalty 2977.476191 = -1071901.326073
  nChanged 37
		SP:Iteration 28Q (12903.070000 sec): 3 clusters
  Score: Raw -1074886.451376 + Penalty 2977.476191 = -1071908.975185
  nChanged 27
		SP:Iteration 29Q (12903.330000 sec): 3 clusters
  Score: Raw -1074891.000003 + Penalty 2977.476191 = -1071913.523812
  nChanged 18
		SP:Iteration 30Q (12903.550000 sec): 3 clusters
  Score: Raw -1074895.331704 + Penalty 2977.476191 = -1071917.855512
  nChanged 16
		SP:Iteration 31Q (12903.770000 sec): 3 clusters
  Score: Raw -1074898.554412 + Penalty 2977.476191 = -1071921.078220
  nChanged 17
		SP:Iteration 32Q (12904.020000 sec): 3 clusters
  Score: Raw -1074902.252484 + Penalty 2977.476191 = -1071924.776293
  nChanged 15
		SP:Iteration 33Q (12904.250000 sec): 3 clusters
  Score: Raw -1074905.319637 + Penalty 2977.476191 = -1071927.843446
  nChanged 14
		SP:Iteration 34Q (12904.470000 sec): 3 clusters
  Score: Raw -1074907.544866 + Penalty 2977.476191 = -1071930.068675
  nChanged 15
		SP:Iteration 35Q (12904.680000 sec): 3 clusters
  Score: Raw -1074910.677019 + Penalty 2977.476191 = -1071933.200828
  nChanged 5
		SP:Iteration 36Q (12904.920000 sec): 3 clusters
  Score: Raw -1074911.323539 + Penalty 2977.476191 = -1071933.847348
  nChanged 4
		SP:Iteration 37Q (12905.140000 sec): 3 clusters
  Score: Raw -1074911.837624 + Penalty 2977.476191 = -1071934.361432
  nChanged 4
		SP:Iteration 38Q (12905.370000 sec): 3 clusters
  Score: Raw -1074912.440040 + Penalty 2977.476191 = -1071934.963849
  nChanged 5
		SP:Iteration 39Q (12905.570000 sec): 3 clusters
  Score: Raw -1074913.458761 + Penalty 2977.476191 = -1071935.982570
  nChanged 6
		SP:Iteration 40F (12905.840000 sec): 3 clusters
  Score: Raw -1074914.595214 + Penalty 2977.476191 = -1071937.119023
  nChanged 4
		SP:Iteration 41Q (12906.130000 sec): 3 clusters
  Score: Raw -1074915.405753 + Penalty 2977.476191 = -1071937.929562
  nChanged 4
		SP:Iteration 42Q (12906.340000 sec): 3 clusters
  Score: Raw -1074916.087269 + Penalty 2977.476191 = -1071938.611078
  nChanged 3
		SP:Iteration 43Q (12906.610000 sec): 3 clusters
  Score: Raw -1074916.599319 + Penalty 2977.476191 = -1071939.123128
  nChanged 1
		SP:Iteration 44Q (12906.870000 sec): 3 clusters
  Score: Raw -1074916.756032 + Penalty 2977.476191 = -1071939.279841
  nChanged 0
		SP:Iteration 45F (12907.100000 sec): 3 clusters
  Score: Raw -1074916.756032 + Penalty 2977.476191 = -1071939.279841
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (19679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12907.280000 sec): 2 clusters
  Score: Raw -2111293.532595 + Penalty 1606.687445 = -2109686.845149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12907.570000 sec): 3 clusters
  Score: Raw -2099377.218430 + Penalty 3213.374891 = -2096163.843539
  nChanged 8938
		SP:Iteration 1F (12907.920000 sec): 3 clusters
  Score: Raw -2104434.491005 + Penalty 3213.374891 = -2101221.116114
  nChanged 1211
		SP:Iteration 2F (12908.220000 sec): 3 clusters
  Score: Raw -2105069.329462 + Penalty 3213.374891 = -2101855.954571
  nChanged 1209
		SP:Iteration 3F (12908.490000 sec): 3 clusters
  Score: Raw -2105727.384248 + Penalty 3213.374891 = -2102514.009357
  nChanged 1187
		SP:Iteration 4F (12908.790000 sec): 3 clusters
  Score: Raw -2106443.614152 + Penalty 3213.374891 = -2103230.239261
  nChanged 1204
		SP:Iteration 5F (12909.070000 sec): 3 clusters
  Score: Raw -2107237.389861 + Penalty 3213.374891 = -2104024.014971
  nChanged 1213
		SP:Iteration 6F (12909.370000 sec): 3 clusters
  Score: Raw -2108104.117163 + Penalty 3213.374891 = -2104890.742272
  nChanged 1119
		SP:Iteration 7F (12909.650000 sec): 3 clusters
  Score: Raw -2108845.179265 + Penalty 3213.374891 = -2105631.804374
  nChanged 968
		SP:Iteration 8Q (12909.970000 sec): 3 clusters
  Score: Raw -2109464.570931 + Penalty 3213.374891 = -2106251.196041
  nChanged 873
		SP:Iteration 9Q (12910.280000 sec): 3 clusters
  Score: Raw -2109967.455234 + Penalty 3213.374891 = -2106754.080343
  nChanged 713
		SP:Iteration 10Q (12910.530000 sec): 3 clusters
  Score: Raw -2110311.960905 + Penalty 3213.374891 = -2107098.586015
  nChanged 586
		SP:Iteration 11Q (12910.810000 sec): 3 clusters
  Score: Raw -2110561.708488 + Penalty 3213.374891 = -2107348.333597
  nChanged 502
		SP:Iteration 12Q (12911.080000 sec): 3 clusters
  Score: Raw -2110778.211665 + Penalty 3213.374891 = -2107564.836774
  nChanged 421
		SP:Iteration 13Q (12911.390000 sec): 3 clusters
  Score: Raw -2110961.968554 + Penalty 3213.374891 = -2107748.593664
  nChanged 400
		SP:Iteration 14Q (12911.650000 sec): 3 clusters
  Score: Raw -2111117.400497 + Penalty 3213.374891 = -2107904.025606
  nChanged 385
		SP:Iteration 15Q (12911.940000 sec): 3 clusters
  Score: Raw -2111240.146268 + Penalty 3213.374891 = -2108026.771377
  nChanged 325
		SP:Iteration 16Q (12912.220000 sec): 3 clusters
  Score: Raw -2111332.503201 + Penalty 3213.374891 = -2108119.128310
  nChanged 283
		SP:Iteration 17Q (12912.510000 sec): 3 clusters
  Score: Raw -2111403.126127 + Penalty 3213.374891 = -2108189.751236
  nChanged 246
		SP:Iteration 18Q (12912.820000 sec): 3 clusters
  Score: Raw -2111465.290826 + Penalty 3213.374891 = -2108251.915935
  nChanged 223
		SP:Iteration 19Q (12913.110000 sec): 3 clusters
  Score: Raw -2111520.418220 + Penalty 3213.374891 = -2108307.043329
  nChanged 209
		SP:Iteration 20F (12913.380000 sec): 3 clusters
  Score: Raw -2111565.340556 + Penalty 3213.374891 = -2108351.965666
  nChanged 181
		SP:Iteration 21Q (12913.700000 sec): 3 clusters
  Score: Raw -2111603.448779 + Penalty 3213.374891 = -2108390.073889
  nChanged 168
		SP:Iteration 22Q (12913.960000 sec): 3 clusters
  Score: Raw -2111631.160591 + Penalty 3213.374891 = -2108417.785700
  nChanged 121
		SP:Iteration 23Q (12914.270000 sec): 3 clusters
  Score: Raw -2111648.502035 + Penalty 3213.374891 = -2108435.127145
  nChanged 106
		SP:Iteration 24Q (12914.530000 sec): 3 clusters
  Score: Raw -2111665.001096 + Penalty 3213.374891 = -2108451.626205
  nChanged 109
		SP:Iteration 25Q (12914.780000 sec): 3 clusters
  Score: Raw -2111682.209625 + Penalty 3213.374891 = -2108468.834734
  nChanged 106
		SP:Iteration 26Q (12915.060000 sec): 3 clusters
  Score: Raw -2111700.390330 + Penalty 3213.374891 = -2108487.015439
  nChanged 116
		SP:Iteration 27Q (12915.370000 sec): 3 clusters
  Score: Raw -2111718.627351 + Penalty 3213.374891 = -2108505.252460
  nChanged 101
		SP:Iteration 28Q (12915.600000 sec): 3 clusters
  Score: Raw -2111731.464737 + Penalty 3213.374891 = -2108518.089846
  nChanged 83
		SP:Iteration 29Q (12915.940000 sec): 3 clusters
  Score: Raw -2111741.511370 + Penalty 3213.374891 = -2108528.136479
  nChanged 69
		SP:Iteration 30Q (12916.240000 sec): 3 clusters
  Score: Raw -2111749.538257 + Penalty 3213.374891 = -2108536.163366
  nChanged 58
		SP:Iteration 31Q (12916.580000 sec): 3 clusters
  Score: Raw -2111755.950068 + Penalty 3213.374891 = -2108542.575177
  nChanged 66
		SP:Iteration 32Q (12916.880000 sec): 3 clusters
  Score: Raw -2111764.410789 + Penalty 3213.374891 = -2108551.035899
  nChanged 57
		SP:Iteration 33Q (12917.200000 sec): 3 clusters
  Score: Raw -2111771.142068 + Penalty 3213.374891 = -2108557.767177
  nChanged 61
		SP:Iteration 34Q (12917.500000 sec): 3 clusters
  Score: Raw -2111780.120115 + Penalty 3213.374891 = -2108566.745225
  nChanged 60
		SP:Iteration 35Q (12917.800000 sec): 3 clusters
  Score: Raw -2111786.832889 + Penalty 3213.374891 = -2108573.457998
  nChanged 59
		SP:Iteration 36Q (12918.060000 sec): 3 clusters
  Score: Raw -2111793.046078 + Penalty 3213.374891 = -2108579.671187
  nChanged 66
		SP:Iteration 37Q (12918.400000 sec): 3 clusters
  Score: Raw -2111800.045904 + Penalty 3213.374891 = -2108586.671013
  nChanged 65
		SP:Iteration 38Q (12918.630000 sec): 3 clusters
  Score: Raw -2111805.994636 + Penalty 3213.374891 = -2108592.619745
  nChanged 47
		SP:Iteration 39Q (12918.860000 sec): 3 clusters
  Score: Raw -2111810.530139 + Penalty 3213.374891 = -2108597.155248
  nChanged 38
		SP:Iteration 40F (12919.160000 sec): 3 clusters
  Score: Raw -2111813.553355 + Penalty 3213.374891 = -2108600.178464
  nChanged 24
		SP:Iteration 41Q (12919.440000 sec): 3 clusters
  Score: Raw -2111815.470603 + Penalty 3213.374891 = -2108602.095713
  nChanged 18
		SP:Iteration 42Q (12919.730000 sec): 3 clusters
  Score: Raw -2111817.906122 + Penalty 3213.374891 = -2108604.531231
  nChanged 26
		SP:Iteration 43Q (12920.040000 sec): 3 clusters
  Score: Raw -2111820.422934 + Penalty 3213.374891 = -2108607.048043
  nChanged 30
		SP:Iteration 44Q (12920.400000 sec): 3 clusters
  Score: Raw -2111822.641835 + Penalty 3213.374891 = -2108609.266945
  nChanged 21
		SP:Iteration 45Q (12920.680000 sec): 3 clusters
  Score: Raw -2111824.353854 + Penalty 3213.374891 = -2108610.978963
  nChanged 22
		SP:Iteration 46Q (12920.970000 sec): 3 clusters
  Score: Raw -2111825.835338 + Penalty 3213.374891 = -2108612.460447
  nChanged 21
		SP:Iteration 47Q (12921.300000 sec): 3 clusters
  Score: Raw -2111827.331142 + Penalty 3213.374891 = -2108613.956251
  nChanged 26
		SP:Iteration 48Q (12921.610000 sec): 3 clusters
  Score: Raw -2111829.409903 + Penalty 3213.374891 = -2108616.035012
  nChanged 22
		SP:Iteration 49Q (12921.910000 sec): 3 clusters
  Score: Raw -2111832.312318 + Penalty 3213.374891 = -2108618.937427
  nChanged 35
		SP:Iteration 50Q (12922.180000 sec): 3 clusters
  Score: Raw -2111835.588386 + Penalty 3213.374891 = -2108622.213496
  nChanged 27
		SP:Iteration 51Q (12922.470000 sec): 3 clusters
  Score: Raw -2111837.476005 + Penalty 3213.374891 = -2108624.101114
  nChanged 22
		SP:Iteration 52Q (12922.790000 sec): 3 clusters
  Score: Raw -2111838.847352 + Penalty 3213.374891 = -2108625.472461
  nChanged 14
		SP:Iteration 53Q (12923.060000 sec): 3 clusters
  Score: Raw -2111839.696872 + Penalty 3213.374891 = -2108626.321981
  nChanged 13
		SP:Iteration 54Q (12923.330000 sec): 3 clusters
  Score: Raw -2111840.277588 + Penalty 3213.374891 = -2108626.902697
  nChanged 9
		SP:Iteration 55Q (12923.610000 sec): 3 clusters
  Score: Raw -2111840.625770 + Penalty 3213.374891 = -2108627.250879
  nChanged 4
		SP:Iteration 56Q (12923.940000 sec): 3 clusters
  Score: Raw -2111840.806624 + Penalty 3213.374891 = -2108627.431734
  nChanged 8
		SP:Iteration 57Q (12924.270000 sec): 3 clusters
  Score: Raw -2111841.315265 + Penalty 3213.374891 = -2108627.940374
  nChanged 5
		SP:Iteration 58Q (12924.540000 sec): 3 clusters
  Score: Raw -2111841.601432 + Penalty 3213.374891 = -2108628.226541
  nChanged 2
		SP:Iteration 59Q (12924.890000 sec): 3 clusters
  Score: Raw -2111841.670732 + Penalty 3213.374891 = -2108628.295842
  nChanged 0
		SP:Iteration 60F (12925.210000 sec): 3 clusters
  Score: Raw -2111841.670732 + Penalty 3213.374891 = -2108628.295842
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 31 (26999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12925.400000 sec): 2 clusters
  Score: Raw -3120687.165060 + Penalty 1658.077705 = -3119029.087355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12925.740000 sec): 3 clusters
  Score: Raw -3104030.861490 + Penalty 3316.155410 = -3100714.706080
  nChanged 12486
		SP:Iteration 1F (12926.100000 sec): 3 clusters
  Score: Raw -3111535.915413 + Penalty 3316.155410 = -3108219.760003
  nChanged 1553
		SP:Iteration 2F (12926.410000 sec): 3 clusters
  Score: Raw -3112145.819646 + Penalty 3316.155410 = -3108829.664236
  nChanged 1363
		SP:Iteration 3F (12926.700000 sec): 3 clusters
  Score: Raw -3112611.962465 + Penalty 3316.155410 = -3109295.807055
  nChanged 1179
		SP:Iteration 4Q (12927.080000 sec): 3 clusters
  Score: Raw -3113040.190603 + Penalty 3316.155410 = -3109724.035193
  nChanged 1145
		SP:Iteration 5Q (12927.380000 sec): 3 clusters
  Score: Raw -3113438.123223 + Penalty 3316.155410 = -3110121.967813
  nChanged 1080
		SP:Iteration 6Q (12927.740000 sec): 3 clusters
  Score: Raw -3113792.756204 + Penalty 3316.155410 = -3110476.600794
  nChanged 964
		SP:Iteration 7Q (12928.110000 sec): 3 clusters
  Score: Raw -3114118.028050 + Penalty 3316.155410 = -3110801.872640
  nChanged 954
		SP:Iteration 8Q (12928.460000 sec): 3 clusters
  Score: Raw -3114469.948804 + Penalty 3316.155410 = -3111153.793394
  nChanged 965
		SP:Iteration 9Q (12928.810000 sec): 3 clusters
  Score: Raw -3114911.490829 + Penalty 3316.155410 = -3111595.335419
  nChanged 1054
		SP:Iteration 10Q (12929.140000 sec): 3 clusters
  Score: Raw -3115452.994237 + Penalty 3316.155410 = -3112136.838827
  nChanged 1178
		SP:Iteration 11Q (12929.540000 sec): 3 clusters
  Score: Raw -3116118.748347 + Penalty 3316.155410 = -3112802.592937
  nChanged 1183
		SP:Iteration 12Q (12929.910000 sec): 3 clusters
  Score: Raw -3116821.851888 + Penalty 3316.155410 = -3113505.696478
  nChanged 1197
		SP:Iteration 13Q (12930.260000 sec): 3 clusters
  Score: Raw -3117554.730186 + Penalty 3316.155410 = -3114238.574776
  nChanged 1063
		SP:Iteration 14Q (12930.670000 sec): 3 clusters
  Score: Raw -3118239.436727 + Penalty 3316.155410 = -3114923.281317
  nChanged 962
		SP:Iteration 15Q (12931.020000 sec): 3 clusters
  Score: Raw -3118960.466763 + Penalty 3316.155410 = -3115644.311353
  nChanged 859
		SP:Iteration 16Q (12931.370000 sec): 3 clusters
  Score: Raw -3119566.564545 + Penalty 3316.155410 = -3116250.409135
  nChanged 731
		SP:Iteration 17Q (12931.790000 sec): 3 clusters
  Score: Raw -3120043.945832 + Penalty 3316.155410 = -3116727.790422
  nChanged 562
		SP:Iteration 18Q (12932.150000 sec): 3 clusters
  Score: Raw -3120380.726666 + Penalty 3316.155410 = -3117064.571256
  nChanged 445
		SP:Iteration 19Q (12932.470000 sec): 3 clusters
  Score: Raw -3120619.668599 + Penalty 3316.155410 = -3117303.513190
  nChanged 355
		SP:Iteration 20F (12932.790000 sec): 3 clusters
  Score: Raw -3120807.479436 + Penalty 3316.155410 = -3117491.324026
  nChanged 328
		SP:Iteration 21Q (12933.170000 sec): 3 clusters
  Score: Raw -3121022.040446 + Penalty 3316.155410 = -3117705.885037
  nChanged 330
		SP:Iteration 22Q (12933.510000 sec): 3 clusters
  Score: Raw -3121281.153942 + Penalty 3316.155410 = -3117964.998533
  nChanged 322
		SP:Iteration 23Q (12933.850000 sec): 3 clusters
  Score: Raw -3121651.687972 + Penalty 3316.155410 = -3118335.532562
  nChanged 329
		SP:Iteration 24Q (12934.170000 sec): 3 clusters
  Score: Raw -3122073.769901 + Penalty 3316.155410 = -3118757.614492
  nChanged 253
		SP:Iteration 25Q (12934.500000 sec): 3 clusters
  Score: Raw -3122266.668740 + Penalty 3316.155410 = -3118950.513330
  nChanged 217
		SP:Iteration 26Q (12934.780000 sec): 3 clusters
  Score: Raw -3122379.272953 + Penalty 3316.155410 = -3119063.117543
  nChanged 166
		SP:Iteration 27Q (12935.110000 sec): 3 clusters
  Score: Raw -3122441.875000 + Penalty 3316.155410 = -3119125.719590
  nChanged 104
		SP:Iteration 28Q (12935.400000 sec): 3 clusters
  Score: Raw -3122469.708286 + Penalty 3316.155410 = -3119153.552876
  nChanged 59
		SP:Iteration 29Q (12935.710000 sec): 3 clusters
  Score: Raw -3122483.563945 + Penalty 3316.155410 = -3119167.408535
  nChanged 60
		SP:Iteration 30Q (12935.970000 sec): 3 clusters
  Score: Raw -3122498.928818 + Penalty 3316.155410 = -3119182.773408
  nChanged 54
		SP:Iteration 31Q (12936.330000 sec): 3 clusters
  Score: Raw -3122507.978661 + Penalty 3316.155410 = -3119191.823251
  nChanged 43
		SP:Iteration 32Q (12936.650000 sec): 3 clusters
  Score: Raw -3122514.969868 + Penalty 3316.155410 = -3119198.814458
  nChanged 24
		SP:Iteration 33Q (12936.970000 sec): 3 clusters
  Score: Raw -3122518.632468 + Penalty 3316.155410 = -3119202.477058
  nChanged 25
		SP:Iteration 34Q (12937.280000 sec): 3 clusters
  Score: Raw -3122521.611140 + Penalty 3316.155410 = -3119205.455731
  nChanged 12
		SP:Iteration 35Q (12937.610000 sec): 3 clusters
  Score: Raw -3122522.916826 + Penalty 3316.155410 = -3119206.761416
  nChanged 4
		SP:Iteration 36Q (12937.930000 sec): 3 clusters
  Score: Raw -3122523.282997 + Penalty 3316.155410 = -3119207.127587
  nChanged 6
		SP:Iteration 37Q (12938.240000 sec): 3 clusters
  Score: Raw -3122523.675195 + Penalty 3316.155410 = -3119207.519785
  nChanged 2
		SP:Iteration 38Q (12938.560000 sec): 3 clusters
  Score: Raw -3122523.873397 + Penalty 3316.155410 = -3119207.717987
  nChanged 5
		SP:Iteration 39Q (12938.860000 sec): 3 clusters
  Score: Raw -3122524.410798 + Penalty 3316.155410 = -3119208.255388
  nChanged 2
		SP:Iteration 40F (12939.160000 sec): 3 clusters
  Score: Raw -3122524.681040 + Penalty 3316.155410 = -3119208.525630
  nChanged 3
		SP:Iteration 41Q (12939.510000 sec): 3 clusters
  Score: Raw -3122524.898781 + Penalty 3316.155410 = -3119208.743372
  nChanged 1
		SP:Iteration 42Q (12939.770000 sec): 3 clusters
  Score: Raw -3122525.016935 + Penalty 3316.155410 = -3119208.861525
  nChanged 1
		SP:Iteration 43Q (12940.090000 sec): 3 clusters
  Score: Raw -3122525.071594 + Penalty 3316.155410 = -3119208.916184
  nChanged 0
		SP:Iteration 44F (12940.420000 sec): 3 clusters
  Score: Raw -3122525.071594 + Penalty 3316.155410 = -3119208.916184
  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 11.19 GB.

 Trying to split cluster 32 (2026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12940.520000 sec): 2 clusters
  Score: Raw -179440.170181 + Penalty 1237.245536 = -178202.924645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12940.710000 sec): 3 clusters
  Score: Raw -178585.421468 + Penalty 2474.491073 = -176110.930396
  nChanged 722
		SP:Iteration 1F (12940.950000 sec): 3 clusters
  Score: Raw -179080.303272 + Penalty 2474.491073 = -176605.812200
  nChanged 160
		SP:Iteration 2F (12941.110000 sec): 3 clusters
  Score: Raw -179213.389956 + Penalty 2474.491073 = -176738.898883
  nChanged 111
		SP:Iteration 3F (12941.300000 sec): 3 clusters
  Score: Raw -179313.323682 + Penalty 2474.491073 = -176838.832610
  nChanged 78
		SP:Iteration 4Q (12941.490000 sec): 3 clusters
  Score: Raw -179396.818943 + Penalty 2474.491073 = -176922.327871
  nChanged 70
		SP:Iteration 5Q (12941.680000 sec): 3 clusters
  Score: Raw -179455.659346 + Penalty 2474.491073 = -176981.168274
  nChanged 63
		SP:Iteration 6Q (12941.870000 sec): 3 clusters
  Score: Raw -179520.434491 + Penalty 2474.491073 = -177045.943419
  nChanged 58
		SP:Iteration 7Q (12942.060000 sec): 3 clusters
  Score: Raw -179581.038529 + Penalty 2474.491073 = -177106.547456
  nChanged 59
		SP:Iteration 8Q (12942.210000 sec): 3 clusters
  Score: Raw -179638.931465 + Penalty 2474.491073 = -177164.440393
  nChanged 57
		SP:Iteration 9Q (12942.400000 sec): 3 clusters
  Score: Raw -179698.360900 + Penalty 2474.491073 = -177223.869827
  nChanged 60
		SP:Iteration 10Q (12942.540000 sec): 3 clusters
  Score: Raw -179761.401283 + Penalty 2474.491073 = -177286.910211
  nChanged 54
		SP:Iteration 11Q (12942.690000 sec): 3 clusters
  Score: Raw -179807.783034 + Penalty 2474.491073 = -177333.291962
  nChanged 38
		SP:Iteration 12Q (12942.870000 sec): 3 clusters
  Score: Raw -179830.994764 + Penalty 2474.491073 = -177356.503691
  nChanged 21
		SP:Iteration 13Q (12943.020000 sec): 3 clusters
  Score: Raw -179843.631687 + Penalty 2474.491073 = -177369.140614
  nChanged 19
		SP:Iteration 14Q (12943.200000 sec): 3 clusters
  Score: Raw -179852.283583 + Penalty 2474.491073 = -177377.792510
  nChanged 13
		SP:Iteration 15Q (12943.340000 sec): 3 clusters
  Score: Raw -179859.373428 + Penalty 2474.491073 = -177384.882356
  nChanged 11
		SP:Iteration 16Q (12943.510000 sec): 3 clusters
  Score: Raw -179864.477602 + Penalty 2474.491073 = -177389.986529
  nChanged 11
		SP:Iteration 17Q (12943.750000 sec): 3 clusters
  Score: Raw -179870.028126 + Penalty 2474.491073 = -177395.537053
  nChanged 13
		SP:Iteration 18Q (12943.940000 sec): 3 clusters
  Score: Raw -179877.788299 + Penalty 2474.491073 = -177403.297226
  nChanged 17
		SP:Iteration 19Q (12944.090000 sec): 3 clusters
  Score: Raw -179885.908561 + Penalty 2474.491073 = -177411.417489
  nChanged 9
		SP:Iteration 20F (12944.300000 sec): 3 clusters
  Score: Raw -179889.252361 + Penalty 2474.491073 = -177414.761288
  nChanged 2
		SP:Iteration 21Q (12944.500000 sec): 3 clusters
  Score: Raw -179890.026029 + Penalty 2474.491073 = -177415.534956
  nChanged 3
		SP:Iteration 22Q (12944.680000 sec): 3 clusters
  Score: Raw -179890.914688 + Penalty 2474.491073 = -177416.423616
  nChanged 2
		SP:Iteration 23Q (12944.820000 sec): 3 clusters
  Score: Raw -179891.738675 + Penalty 2474.491073 = -177417.247602
  nChanged 0
		SP:Iteration 24F (12945.020000 sec): 3 clusters
  Score: Raw -179891.738675 + Penalty 2474.491073 = -177417.247602
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 33 (34310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12945.260000 sec): 2 clusters
  Score: Raw -4270765.172375 + Penalty 1697.018722 = -4269068.153653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12945.650000 sec): 3 clusters
  Score: Raw -4249478.781613 + Penalty 3394.037444 = -4246084.744169
  nChanged 15849
		SP:Iteration 1F (12946.000000 sec): 3 clusters
  Score: Raw -4258477.716134 + Penalty 3394.037444 = -4255083.678690
  nChanged 1637
		SP:Iteration 2Q (12946.360000 sec): 3 clusters
  Score: Raw -4259132.328561 + Penalty 3394.037444 = -4255738.291117
  nChanged 1771
		SP:Iteration 3F (12946.660000 sec): 3 clusters
  Score: Raw -4260098.363040 + Penalty 3394.037444 = -4256704.325596
  nChanged 2192
		SP:Iteration 4F (12946.970000 sec): 3 clusters
  Score: Raw -4261635.423649 + Penalty 3394.037444 = -4258241.386205
  nChanged 2560
		SP:Iteration 5F (12947.350000 sec): 3 clusters
  Score: Raw -4263849.269033 + Penalty 3394.037444 = -4260455.231589
  nChanged 2571
		SP:Iteration 6F (12947.730000 sec): 3 clusters
  Score: Raw -4266262.013295 + Penalty 3394.037444 = -4262867.975850
  nChanged 2058
		SP:Iteration 7F (12948.090000 sec): 3 clusters
  Score: Raw -4268220.465235 + Penalty 3394.037444 = -4264826.427791
  nChanged 1379
		SP:Iteration 8Q (12948.440000 sec): 3 clusters
  Score: Raw -4269513.093230 + Penalty 3394.037444 = -4266119.055786
  nChanged 825
		SP:Iteration 9Q (12948.810000 sec): 3 clusters
  Score: Raw -4270270.170575 + Penalty 3394.037444 = -4266876.133131
  nChanged 431
		SP:Iteration 10Q (12949.180000 sec): 3 clusters
  Score: Raw -4270665.170052 + Penalty 3394.037444 = -4267271.132608
  nChanged 244
		SP:Iteration 11Q (12949.610000 sec): 3 clusters
  Score: Raw -4270905.197804 + Penalty 3394.037444 = -4267511.160360
  nChanged 148
		SP:Iteration 12Q (12950.040000 sec): 3 clusters
  Score: Raw -4271028.833586 + Penalty 3394.037444 = -4267634.796142
  nChanged 80
		SP:Iteration 13Q (12950.390000 sec): 3 clusters
  Score: Raw -4271095.191048 + Penalty 3394.037444 = -4267701.153604
  nChanged 45
		SP:Iteration 14Q (12950.770000 sec): 3 clusters
  Score: Raw -4271135.045782 + Penalty 3394.037444 = -4267741.008338
  nChanged 37
		SP:Iteration 15Q (12951.150000 sec): 3 clusters
  Score: Raw -4271163.389366 + Penalty 3394.037444 = -4267769.351922
  nChanged 27
		SP:Iteration 16Q (12951.550000 sec): 3 clusters
  Score: Raw -4271182.903665 + Penalty 3394.037444 = -4267788.866221
  nChanged 23
		SP:Iteration 17Q (12951.950000 sec): 3 clusters
  Score: Raw -4271201.600839 + Penalty 3394.037444 = -4267807.563395
  nChanged 18
		SP:Iteration 18Q (12952.300000 sec): 3 clusters
  Score: Raw -4271215.501776 + Penalty 3394.037444 = -4267821.464332
  nChanged 24
		SP:Iteration 19Q (12952.670000 sec): 3 clusters
  Score: Raw -4271238.070220 + Penalty 3394.037444 = -4267844.032776
  nChanged 25
		SP:Iteration 20F (12953.010000 sec): 3 clusters
  Score: Raw -4271262.716124 + Penalty 3394.037444 = -4267868.678680
  nChanged 21
		SP:Iteration 21Q (12953.330000 sec): 3 clusters
  Score: Raw -4271283.411875 + Penalty 3394.037444 = -4267889.374431
  nChanged 23
		SP:Iteration 22Q (12953.720000 sec): 3 clusters
  Score: Raw -4271310.356876 + Penalty 3394.037444 = -4267916.319432
  nChanged 29
		SP:Iteration 23Q (12954.140000 sec): 3 clusters
  Score: Raw -4271336.538775 + Penalty 3394.037444 = -4267942.501331
  nChanged 25
		SP:Iteration 24Q (12954.540000 sec): 3 clusters
  Score: Raw -4271360.071506 + Penalty 3394.037444 = -4267966.034062
  nChanged 27
		SP:Iteration 25Q (12954.880000 sec): 3 clusters
  Score: Raw -4271383.581554 + Penalty 3394.037444 = -4267989.544110
  nChanged 19
		SP:Iteration 26Q (12955.260000 sec): 3 clusters
  Score: Raw -4271400.901373 + Penalty 3394.037444 = -4268006.863929
  nChanged 21
		SP:Iteration 27Q (12955.600000 sec): 3 clusters
  Score: Raw -4271414.964523 + Penalty 3394.037444 = -4268020.927078
  nChanged 20
		SP:Iteration 28Q (12955.970000 sec): 3 clusters
  Score: Raw -4271425.364585 + Penalty 3394.037444 = -4268031.327140
  nChanged 18
		SP:Iteration 29Q (12956.340000 sec): 3 clusters
  Score: Raw -4271435.566010 + Penalty 3394.037444 = -4268041.528566
  nChanged 15
		SP:Iteration 30Q (12956.700000 sec): 3 clusters
  Score: Raw -4271444.441196 + Penalty 3394.037444 = -4268050.403751
  nChanged 7
		SP:Iteration 31Q (12957.110000 sec): 3 clusters
  Score: Raw -4271449.414889 + Penalty 3394.037444 = -4268055.377444
  nChanged 9
		SP:Iteration 32Q (12957.500000 sec): 3 clusters
  Score: Raw -4271454.427635 + Penalty 3394.037444 = -4268060.390191
  nChanged 9
		SP:Iteration 33Q (12957.850000 sec): 3 clusters
  Score: Raw -4271459.091320 + Penalty 3394.037444 = -4268065.053876
  nChanged 9
		SP:Iteration 34Q (12958.210000 sec): 3 clusters
  Score: Raw -4271463.830085 + Penalty 3394.037444 = -4268069.792640
  nChanged 9
		SP:Iteration 35Q (12958.590000 sec): 3 clusters
  Score: Raw -4271467.893234 + Penalty 3394.037444 = -4268073.855790
  nChanged 11
		SP:Iteration 36Q (12958.940000 sec): 3 clusters
  Score: Raw -4271473.341278 + Penalty 3394.037444 = -4268079.303834
  nChanged 12
		SP:Iteration 37Q (12959.320000 sec): 3 clusters
  Score: Raw -4271480.334582 + Penalty 3394.037444 = -4268086.297138
  nChanged 7
		SP:Iteration 38Q (12959.720000 sec): 3 clusters
  Score: Raw -4271484.005778 + Penalty 3394.037444 = -4268089.968334
  nChanged 8
		SP:Iteration 39Q (12960.030000 sec): 3 clusters
  Score: Raw -4271487.465069 + Penalty 3394.037444 = -4268093.427625
  nChanged 5
		SP:Iteration 40F (12960.410000 sec): 3 clusters
  Score: Raw -4271489.758162 + Penalty 3394.037444 = -4268095.720717
  nChanged 7
		SP:Iteration 41Q (12960.820000 sec): 3 clusters
  Score: Raw -4271493.773089 + Penalty 3394.037444 = -4268099.735645
  nChanged 8
		SP:Iteration 42Q (12961.160000 sec): 3 clusters
  Score: Raw -4271498.224351 + Penalty 3394.037444 = -4268104.186906
  nChanged 4
		SP:Iteration 43Q (12961.540000 sec): 3 clusters
  Score: Raw -4271500.460139 + Penalty 3394.037444 = -4268106.422694
  nChanged 3
		SP:Iteration 44Q (12961.920000 sec): 3 clusters
  Score: Raw -4271502.201774 + Penalty 3394.037444 = -4268108.164330
  nChanged 3
		SP:Iteration 45Q (12962.350000 sec): 3 clusters
  Score: Raw -4271503.379777 + Penalty 3394.037444 = -4268109.342333
  nChanged 3
		SP:Iteration 46Q (12962.680000 sec): 3 clusters
  Score: Raw -4271504.961085 + Penalty 3394.037444 = -4268110.923641
  nChanged 2
		SP:Iteration 47Q (12963.030000 sec): 3 clusters
  Score: Raw -4271505.584861 + Penalty 3394.037444 = -4268111.547417
  nChanged 1
		SP:Iteration 48Q (12963.440000 sec): 3 clusters
  Score: Raw -4271505.928599 + Penalty 3394.037444 = -4268111.891154
  nChanged 0
		SP:Iteration 49F (12963.840000 sec): 3 clusters
  Score: Raw -4271505.928599 + Penalty 3394.037444 = -4268111.891154
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 34 (62659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12964.230000 sec): 2 clusters
  Score: Raw -7013212.742714 + Penalty 1794.887673 = -7011417.855041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12964.790000 sec): 3 clusters
  Score: Raw -6973109.400412 + Penalty 3589.775347 = -6969519.625065
  nChanged 29539
		SP:Iteration 1F (12965.290000 sec): 3 clusters
  Score: Raw -6990448.405832 + Penalty 3589.775347 = -6986858.630485
  nChanged 2798
		SP:Iteration 2Q (12965.800000 sec): 3 clusters
  Score: Raw -6991465.096728 + Penalty 3589.775347 = -6987875.321382
  nChanged 2967
		SP:Iteration 3Q (12966.280000 sec): 3 clusters
  Score: Raw -6992734.571306 + Penalty 3589.775347 = -6989144.795959
  nChanged 3216
		SP:Iteration 4F (12966.780000 sec): 3 clusters
  Score: Raw -6994309.035367 + Penalty 3589.775347 = -6990719.260020
  nChanged 3475
		SP:Iteration 5F (12967.260000 sec): 3 clusters
  Score: Raw -6996149.908942 + Penalty 3589.775347 = -6992560.133595
  nChanged 3600
		SP:Iteration 6F (12967.730000 sec): 3 clusters
  Score: Raw -6998154.284331 + Penalty 3589.775347 = -6994564.508984
  nChanged 3567
		SP:Iteration 7F (12968.230000 sec): 3 clusters
  Score: Raw -7000238.782777 + Penalty 3589.775347 = -6996649.007430
  nChanged 3564
		SP:Iteration 8F (12968.770000 sec): 3 clusters
  Score: Raw -7002594.748338 + Penalty 3589.775347 = -6999004.972992
  nChanged 3474
		SP:Iteration 9F (12969.290000 sec): 3 clusters
  Score: Raw -7005103.750919 + Penalty 3589.775347 = -7001513.975572
  nChanged 3108
		SP:Iteration 10Q (12969.790000 sec): 3 clusters
  Score: Raw -7007538.467194 + Penalty 3589.775347 = -7003948.691847
  nChanged 2536
		SP:Iteration 11Q (12970.320000 sec): 3 clusters
  Score: Raw -7009534.920300 + Penalty 3589.775347 = -7005945.144953
  nChanged 1855
		SP:Iteration 12Q (12970.850000 sec): 3 clusters
  Score: Raw -7010994.083258 + Penalty 3589.775347 = -7007404.307912
  nChanged 1259
		SP:Iteration 13Q (12971.310000 sec): 3 clusters
  Score: Raw -7011978.080601 + Penalty 3589.775347 = -7008388.305254
  nChanged 835
		SP:Iteration 14Q (12971.810000 sec): 3 clusters
  Score: Raw -7012617.377235 + Penalty 3589.775347 = -7009027.601889
  nChanged 562
		SP:Iteration 15Q (12972.320000 sec): 3 clusters
  Score: Raw -7013034.355592 + Penalty 3589.775347 = -7009444.580245
  nChanged 335
		SP:Iteration 16Q (12972.760000 sec): 3 clusters
  Score: Raw -7013277.462204 + Penalty 3589.775347 = -7009687.686857
  nChanged 222
		SP:Iteration 17Q (12973.250000 sec): 3 clusters
  Score: Raw -7013435.100175 + Penalty 3589.775347 = -7009845.324828
  nChanged 150
		SP:Iteration 18Q (12973.700000 sec): 3 clusters
  Score: Raw -7013534.996572 + Penalty 3589.775347 = -7009945.221225
  nChanged 90
		SP:Iteration 19Q (12974.140000 sec): 3 clusters
  Score: Raw -7013596.040083 + Penalty 3589.775347 = -7010006.264736
  nChanged 58
		SP:Iteration 20F (12974.650000 sec): 3 clusters
  Score: Raw -7013632.241819 + Penalty 3589.775347 = -7010042.466472
  nChanged 50
		SP:Iteration 21Q (12975.210000 sec): 3 clusters
  Score: Raw -7013667.464262 + Penalty 3589.775347 = -7010077.688916
  nChanged 43
		SP:Iteration 22Q (12975.770000 sec): 3 clusters
  Score: Raw -7013691.228371 + Penalty 3589.775347 = -7010101.453024
  nChanged 31
		SP:Iteration 23Q (12976.230000 sec): 3 clusters
  Score: Raw -7013710.412395 + Penalty 3589.775347 = -7010120.637048
  nChanged 30
		SP:Iteration 24Q (12976.680000 sec): 3 clusters
  Score: Raw -7013727.226826 + Penalty 3589.775347 = -7010137.451479
  nChanged 35
		SP:Iteration 25Q (12977.160000 sec): 3 clusters
  Score: Raw -7013746.674721 + Penalty 3589.775347 = -7010156.899374
  nChanged 18
		SP:Iteration 26Q (12977.650000 sec): 3 clusters
  Score: Raw -7013753.800302 + Penalty 3589.775347 = -7010164.024955
  nChanged 12
		SP:Iteration 27Q (12978.090000 sec): 3 clusters
  Score: Raw -7013758.404810 + Penalty 3589.775347 = -7010168.629463
  nChanged 11
		SP:Iteration 28Q (12978.580000 sec): 3 clusters
  Score: Raw -7013762.480870 + Penalty 3589.775347 = -7010172.705524
  nChanged 3
		SP:Iteration 29Q (12979.090000 sec): 3 clusters
  Score: Raw -7013763.773032 + Penalty 3589.775347 = -7010173.997685
  nChanged 2
		SP:Iteration 30Q (12979.600000 sec): 3 clusters
  Score: Raw -7013765.146844 + Penalty 3589.775347 = -7010175.371497
  nChanged 3
		SP:Iteration 31Q (12980.110000 sec): 3 clusters
  Score: Raw -7013766.735123 + Penalty 3589.775347 = -7010176.959776
  nChanged 2
		SP:Iteration 32Q (12980.600000 sec): 3 clusters
  Score: Raw -7013767.450591 + Penalty 3589.775347 = -7010177.675245
  nChanged 3
		SP:Iteration 33Q (12981.050000 sec): 3 clusters
  Score: Raw -7013769.446394 + Penalty 3589.775347 = -7010179.671047
  nChanged 3
		SP:Iteration 34Q (12981.540000 sec): 3 clusters
  Score: Raw -7013770.548719 + Penalty 3589.775347 = -7010180.773372
  nChanged 6
		SP:Iteration 35Q (12982.030000 sec): 3 clusters
  Score: Raw -7013773.362106 + Penalty 3589.775347 = -7010183.586759
  nChanged 7
		SP:Iteration 36Q (12982.520000 sec): 3 clusters
  Score: Raw -7013775.610190 + Penalty 3589.775347 = -7010185.834843
  nChanged 6
		SP:Iteration 37Q (12982.980000 sec): 3 clusters
  Score: Raw -7013778.187557 + Penalty 3589.775347 = -7010188.412210
  nChanged 2
		SP:Iteration 38Q (12983.460000 sec): 3 clusters
  Score: Raw -7013778.885625 + Penalty 3589.775347 = -7010189.110278
  nChanged 2
		SP:Iteration 39Q (12983.910000 sec): 3 clusters
  Score: Raw -7013780.713055 + Penalty 3589.775347 = -7010190.937708
  nChanged 3
		SP:Iteration 40F (12984.430000 sec): 3 clusters
  Score: Raw -7013781.585995 + Penalty 3589.775347 = -7010191.810648
  nChanged 1
		SP:Iteration 41Q (12984.880000 sec): 3 clusters
  Score: Raw -7013782.172636 + Penalty 3589.775347 = -7010192.397289
  nChanged 0
		SP:Iteration 42F (12985.370000 sec): 3 clusters
  Score: Raw -7013782.172636 + Penalty 3589.775347 = -7010192.397289
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 35 (659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12985.500000 sec): 2 clusters
  Score: Raw -59230.477115 + Penalty 1054.742574 = -58175.734540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12985.690000 sec): 3 clusters
  Score: Raw -59154.203315 + Penalty 2109.485149 = -57044.718167
  nChanged 200
		SP:Iteration 1F (12985.830000 sec): 3 clusters
  Score: Raw -59404.949454 + Penalty 2109.485149 = -57295.464305
  nChanged 52
		SP:Iteration 2F (12986.020000 sec): 3 clusters
  Score: Raw -59539.818118 + Penalty 2109.485149 = -57430.332969
  nChanged 42
		SP:Iteration 3F (12986.220000 sec): 3 clusters
  Score: Raw -59717.758940 + Penalty 2109.485149 = -57608.273792
  nChanged 61
		SP:Iteration 4F (12986.380000 sec): 3 clusters
  Score: Raw -59966.914025 + Penalty 2109.485149 = -57857.428876
  nChanged 51
		SP:Iteration 5F (12986.630000 sec): 3 clusters
  Score: Raw -60144.431810 + Penalty 2109.485149 = -58034.946662
  nChanged 25
		SP:Iteration 6Q (12986.830000 sec): 3 clusters
  Score: Raw -60213.602152 + Penalty 2109.485149 = -58104.117004
  nChanged 19
		SP:Iteration 7Q (12986.990000 sec): 3 clusters
  Score: Raw -60264.510869 + Penalty 2109.485149 = -58155.025720
  nChanged 4
		SP:Iteration 8Q (12987.180000 sec): 3 clusters
  Score: Raw -60275.537515 + Penalty 2109.485149 = -58166.052366
  nChanged 2
		SP:Iteration 9Q (12987.420000 sec): 3 clusters
  Score: Raw -60277.419225 + Penalty 2109.485149 = -58167.934076
  nChanged 2
		SP:Iteration 10Q (12987.650000 sec): 3 clusters
  Score: Raw -60278.420681 + Penalty 2109.485149 = -58168.935532
  nChanged 1
		SP:Iteration 11Q (12987.840000 sec): 3 clusters
  Score: Raw -60278.915225 + Penalty 2109.485149 = -58169.430076
  nChanged 0
		SP:Iteration 12F (12988.010000 sec): 3 clusters
  Score: Raw -60278.915225 + Penalty 2109.485149 = -58169.430076
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 36 (668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12988.110000 sec): 2 clusters
  Score: Raw -76037.575395 + Penalty 1056.946828 = -74980.628566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12988.310000 sec): 3 clusters
  Score: Raw -75881.978500 + Penalty 2113.893656 = -73768.084844
  nChanged 171
		SP:Iteration 1F (12988.450000 sec): 3 clusters
  Score: Raw -76105.209109 + Penalty 2113.893656 = -73991.315452
  nChanged 51
		SP:Iteration 2F (12988.590000 sec): 3 clusters
  Score: Raw -76187.569687 + Penalty 2113.893656 = -74073.676030
  nChanged 20
		SP:Iteration 3Q (12988.800000 sec): 3 clusters
  Score: Raw -76217.720196 + Penalty 2113.893656 = -74103.826539
  nChanged 16
		SP:Iteration 4Q (12988.990000 sec): 3 clusters
  Score: Raw -76244.184203 + Penalty 2113.893656 = -74130.290547
  nChanged 15
		SP:Iteration 5Q (12989.190000 sec): 3 clusters
  Score: Raw -76260.436224 + Penalty 2113.893656 = -74146.542567
  nChanged 7
		SP:Iteration 6Q (12989.330000 sec): 3 clusters
  Score: Raw -76275.065571 + Penalty 2113.893656 = -74161.171915
  nChanged 6
		SP:Iteration 7Q (12989.520000 sec): 3 clusters
  Score: Raw -76285.342502 + Penalty 2113.893656 = -74171.448846
  nChanged 8
		SP:Iteration 8Q (12989.670000 sec): 3 clusters
  Score: Raw -76292.856690 + Penalty 2113.893656 = -74178.963033
  nChanged 6
		SP:Iteration 9Q (12989.820000 sec): 3 clusters
  Score: Raw -76298.812593 + Penalty 2113.893656 = -74184.918937
  nChanged 4
		SP:Iteration 10Q (12990.020000 sec): 3 clusters
  Score: Raw -76303.697106 + Penalty 2113.893656 = -74189.803450
  nChanged 4
		SP:Iteration 11Q (12990.180000 sec): 3 clusters
  Score: Raw -76307.637709 + Penalty 2113.893656 = -74193.744053
  nChanged 4
		SP:Iteration 12Q (12990.340000 sec): 3 clusters
  Score: Raw -76317.121206 + Penalty 2113.893656 = -74203.227550
  nChanged 5
		SP:Iteration 13Q (12990.550000 sec): 3 clusters
  Score: Raw -76323.140309 + Penalty 2113.893656 = -74209.246653
  nChanged 4
		SP:Iteration 14Q (12990.690000 sec): 3 clusters
  Score: Raw -76335.568146 + Penalty 2113.893656 = -74221.674490
  nChanged 2
		SP:Iteration 15Q (12990.840000 sec): 3 clusters
  Score: Raw -76339.230715 + Penalty 2113.893656 = -74225.337059
  nChanged 3
		SP:Iteration 16Q (12990.990000 sec): 3 clusters
  Score: Raw -76341.962527 + Penalty 2113.893656 = -74228.068870
  nChanged 3
		SP:Iteration 17Q (12991.200000 sec): 3 clusters
  Score: Raw -76344.306294 + Penalty 2113.893656 = -74230.412637
  nChanged 2
		SP:Iteration 18Q (12991.350000 sec): 3 clusters
  Score: Raw -76347.087740 + Penalty 2113.893656 = -74233.194084
  nChanged 1
		SP:Iteration 19Q (12991.510000 sec): 3 clusters
  Score: Raw -76348.751867 + Penalty 2113.893656 = -74234.858210
  nChanged 1
		SP:Iteration 20F (12991.700000 sec): 3 clusters
  Score: Raw -76349.423001 + Penalty 2113.893656 = -74235.529344
  nChanged 2
		SP:Iteration 21Q (12991.830000 sec): 3 clusters
  Score: Raw -76350.346459 + Penalty 2113.893656 = -74236.452803
  nChanged 0
		SP:Iteration 22F (12991.950000 sec): 3 clusters
  Score: Raw -76350.346459 + Penalty 2113.893656 = -74236.452803
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 37 (37144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12992.250000 sec): 2 clusters
  Score: Raw -4299236.815751 + Penalty 1709.915599 = -4297526.900153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12992.620000 sec): 3 clusters
  Score: Raw -4276071.854393 + Penalty 3419.831197 = -4272652.023196
  nChanged 17120
		SP:Iteration 1F (12992.950000 sec): 3 clusters
  Score: Raw -4285976.951700 + Penalty 3419.831197 = -4282557.120503
  nChanged 1824
		SP:Iteration 2Q (12993.350000 sec): 3 clusters
  Score: Raw -4286633.483304 + Penalty 3419.831197 = -4283213.652106
  nChanged 1718
		SP:Iteration 3Q (12993.750000 sec): 3 clusters
  Score: Raw -4287322.150686 + Penalty 3419.831197 = -4283902.319489
  nChanged 1732
		SP:Iteration 4Q (12994.200000 sec): 3 clusters
  Score: Raw -4288115.384219 + Penalty 3419.831197 = -4284695.553022
  nChanged 1868
		SP:Iteration 5F (12994.590000 sec): 3 clusters
  Score: Raw -4289060.748694 + Penalty 3419.831197 = -4285640.917497
  nChanged 2000
		SP:Iteration 6F (12994.970000 sec): 3 clusters
  Score: Raw -4290197.660174 + Penalty 3419.831197 = -4286777.828977
  nChanged 2119
		SP:Iteration 7F (12995.360000 sec): 3 clusters
  Score: Raw -4291548.230913 + Penalty 3419.831197 = -4288128.399716
  nChanged 2016
		SP:Iteration 8F (12995.730000 sec): 3 clusters
  Score: Raw -4292749.364943 + Penalty 3419.831197 = -4289329.533746
  nChanged 1757
		SP:Iteration 9Q (12996.100000 sec): 3 clusters
  Score: Raw -4293640.166931 + Penalty 3419.831197 = -4290220.335734
  nChanged 1368
		SP:Iteration 10Q (12996.510000 sec): 3 clusters
  Score: Raw -4294158.679261 + Penalty 3419.831197 = -4290738.848064
  nChanged 918
		SP:Iteration 11Q (12996.890000 sec): 3 clusters
  Score: Raw -4294439.903397 + Penalty 3419.831197 = -4291020.072200
  nChanged 676
		SP:Iteration 12Q (12997.320000 sec): 3 clusters
  Score: Raw -4294607.704110 + Penalty 3419.831197 = -4291187.872913
  nChanged 514
		SP:Iteration 13Q (12997.770000 sec): 3 clusters
  Score: Raw -4294709.581391 + Penalty 3419.831197 = -4291289.750194
  nChanged 406
		SP:Iteration 14Q (12998.170000 sec): 3 clusters
  Score: Raw -4294787.651917 + Penalty 3419.831197 = -4291367.820720
  nChanged 373
		SP:Iteration 15Q (12998.580000 sec): 3 clusters
  Score: Raw -4294855.065446 + Penalty 3419.831197 = -4291435.234248
  nChanged 366
		SP:Iteration 16Q (12998.940000 sec): 3 clusters
  Score: Raw -4294919.479309 + Penalty 3419.831197 = -4291499.648112
  nChanged 348
		SP:Iteration 17Q (12999.370000 sec): 3 clusters
  Score: Raw -4294979.712111 + Penalty 3419.831197 = -4291559.880913
  nChanged 319
		SP:Iteration 18Q (12999.780000 sec): 3 clusters
  Score: Raw -4295036.261849 + Penalty 3419.831197 = -4291616.430652
  nChanged 337
		SP:Iteration 19Q (13000.230000 sec): 3 clusters
  Score: Raw -4295097.591987 + Penalty 3419.831197 = -4291677.760790
  nChanged 333
		SP:Iteration 20F (13000.650000 sec): 3 clusters
  Score: Raw -4295160.214566 + Penalty 3419.831197 = -4291740.383369
  nChanged 347
		SP:Iteration 21Q (13001.070000 sec): 3 clusters
  Score: Raw -4295231.561128 + Penalty 3419.831197 = -4291811.729931
  nChanged 366
		SP:Iteration 22Q (13001.470000 sec): 3 clusters
  Score: Raw -4295300.061712 + Penalty 3419.831197 = -4291880.230514
  nChanged 346
		SP:Iteration 23Q (13001.890000 sec): 3 clusters
  Score: Raw -4295366.438866 + Penalty 3419.831197 = -4291946.607669
  nChanged 333
		SP:Iteration 24Q (13002.290000 sec): 3 clusters
  Score: Raw -4295427.384811 + Penalty 3419.831197 = -4292007.553614
  nChanged 310
		SP:Iteration 25Q (13002.710000 sec): 3 clusters
  Score: Raw -4295485.998902 + Penalty 3419.831197 = -4292066.167705
  nChanged 338
		SP:Iteration 26Q (13003.100000 sec): 3 clusters
  Score: Raw -4295556.044105 + Penalty 3419.831197 = -4292136.212907
  nChanged 326
		SP:Iteration 27Q (13003.480000 sec): 3 clusters
  Score: Raw -4295624.517412 + Penalty 3419.831197 = -4292204.686215
  nChanged 323
		SP:Iteration 28Q (13003.910000 sec): 3 clusters
  Score: Raw -4295688.838731 + Penalty 3419.831197 = -4292269.007533
  nChanged 324
		SP:Iteration 29Q (13004.280000 sec): 3 clusters
  Score: Raw -4295753.352991 + Penalty 3419.831197 = -4292333.521794
  nChanged 310
		SP:Iteration 30Q (13004.660000 sec): 3 clusters
  Score: Raw -4295810.985823 + Penalty 3419.831197 = -4292391.154626
  nChanged 310
		SP:Iteration 31Q (13005.100000 sec): 3 clusters
  Score: Raw -4295867.413927 + Penalty 3419.831197 = -4292447.582730
  nChanged 294
		SP:Iteration 32Q (13005.440000 sec): 3 clusters
  Score: Raw -4295925.312390 + Penalty 3419.831197 = -4292505.481193
  nChanged 300
		SP:Iteration 33Q (13005.900000 sec): 3 clusters
  Score: Raw -4295984.828072 + Penalty 3419.831197 = -4292564.996875
  nChanged 298
		SP:Iteration 34Q (13006.300000 sec): 3 clusters
  Score: Raw -4296048.271469 + Penalty 3419.831197 = -4292628.440272
  nChanged 308
		SP:Iteration 35Q (13006.760000 sec): 3 clusters
  Score: Raw -4296112.250836 + Penalty 3419.831197 = -4292692.419639
  nChanged 303
		SP:Iteration 36Q (13007.190000 sec): 3 clusters
  Score: Raw -4296179.677077 + Penalty 3419.831197 = -4292759.845880
  nChanged 320
		SP:Iteration 37Q (13007.690000 sec): 3 clusters
  Score: Raw -4296252.563352 + Penalty 3419.831197 = -4292832.732155
  nChanged 341
		SP:Iteration 38Q (13008.080000 sec): 3 clusters
  Score: Raw -4296328.791693 + Penalty 3419.831197 = -4292908.960496
  nChanged 348
		SP:Iteration 39Q (13008.500000 sec): 3 clusters
  Score: Raw -4296406.644020 + Penalty 3419.831197 = -4292986.812822
  nChanged 353
		SP:Iteration 40F (13008.880000 sec): 3 clusters
  Score: Raw -4296497.947739 + Penalty 3419.831197 = -4293078.116542
  nChanged 372
		SP:Iteration 41Q (13009.340000 sec): 3 clusters
  Score: Raw -4296595.038021 + Penalty 3419.831197 = -4293175.206824
  nChanged 374
		SP:Iteration 42Q (13009.790000 sec): 3 clusters
  Score: Raw -4296688.493047 + Penalty 3419.831197 = -4293268.661850
  nChanged 357
		SP:Iteration 43Q (13010.180000 sec): 3 clusters
  Score: Raw -4296780.249487 + Penalty 3419.831197 = -4293360.418290
  nChanged 353
		SP:Iteration 44Q (13010.620000 sec): 3 clusters
  Score: Raw -4296866.534470 + Penalty 3419.831197 = -4293446.703273
  nChanged 334
		SP:Iteration 45Q (13011.060000 sec): 3 clusters
  Score: Raw -4296951.318921 + Penalty 3419.831197 = -4293531.487724
  nChanged 331
		SP:Iteration 46Q (13011.450000 sec): 3 clusters
  Score: Raw -4297036.929806 + Penalty 3419.831197 = -4293617.098609
  nChanged 344
		SP:Iteration 47Q (13011.840000 sec): 3 clusters
  Score: Raw -4297117.459820 + Penalty 3419.831197 = -4293697.628623
  nChanged 290
		SP:Iteration 48Q (13012.260000 sec): 3 clusters
  Score: Raw -4297187.806775 + Penalty 3419.831197 = -4293767.975577
  nChanged 301
		SP:Iteration 49Q (13012.660000 sec): 3 clusters
  Score: Raw -4297255.712492 + Penalty 3419.831197 = -4293835.881295
  nChanged 272
		SP:Iteration 50Q (13013.060000 sec): 3 clusters
  Score: Raw -4297315.590161 + Penalty 3419.831197 = -4293895.758964
  nChanged 263
		SP:Iteration 51Q (13013.460000 sec): 3 clusters
  Score: Raw -4297368.783766 + Penalty 3419.831197 = -4293948.952569
  nChanged 229
		SP:Iteration 52Q (13013.860000 sec): 3 clusters
  Score: Raw -4297410.864798 + Penalty 3419.831197 = -4293991.033601
  nChanged 202
		SP:Iteration 53Q (13014.200000 sec): 3 clusters
  Score: Raw -4297444.376327 + Penalty 3419.831197 = -4294024.545130
  nChanged 191
		SP:Iteration 54Q (13014.600000 sec): 3 clusters
  Score: Raw -4297476.115027 + Penalty 3419.831197 = -4294056.283830
  nChanged 206
		SP:Iteration 55Q (13015.000000 sec): 3 clusters
  Score: Raw -4297509.552393 + Penalty 3419.831197 = -4294089.721196
  nChanged 185
		SP:Iteration 56Q (13015.400000 sec): 3 clusters
  Score: Raw -4297537.153219 + Penalty 3419.831197 = -4294117.322022
  nChanged 157
		SP:Iteration 57Q (13015.800000 sec): 3 clusters
  Score: Raw -4297560.409069 + Penalty 3419.831197 = -4294140.577872
  nChanged 157
		SP:Iteration 58Q (13016.180000 sec): 3 clusters
  Score: Raw -4297585.533099 + Penalty 3419.831197 = -4294165.701902
  nChanged 151
		SP:Iteration 59Q (13016.530000 sec): 3 clusters
  Score: Raw -4297612.976184 + Penalty 3419.831197 = -4294193.144987
  nChanged 158
		SP:Iteration 60F (13016.920000 sec): 3 clusters
  Score: Raw -4297640.408439 + Penalty 3419.831197 = -4294220.577242
  nChanged 147
		SP:Iteration 61Q (13017.270000 sec): 3 clusters
  Score: Raw -4297664.746048 + Penalty 3419.831197 = -4294244.914851
  nChanged 156
		SP:Iteration 62Q (13017.650000 sec): 3 clusters
  Score: Raw -4297695.231523 + Penalty 3419.831197 = -4294275.400326
  nChanged 171
		SP:Iteration 63Q (13018.010000 sec): 3 clusters
  Score: Raw -4297727.166600 + Penalty 3419.831197 = -4294307.335403
  nChanged 185
		SP:Iteration 64Q (13018.430000 sec): 3 clusters
  Score: Raw -4297761.248882 + Penalty 3419.831197 = -4294341.417685
  nChanged 179
		SP:Iteration 65Q (13018.860000 sec): 3 clusters
  Score: Raw -4297795.705767 + Penalty 3419.831197 = -4294375.874569
  nChanged 166
		SP:Iteration 66Q (13019.330000 sec): 3 clusters
  Score: Raw -4297826.244418 + Penalty 3419.831197 = -4294406.413221
  nChanged 172
		SP:Iteration 67Q (13019.690000 sec): 3 clusters
  Score: Raw -4297861.665521 + Penalty 3419.831197 = -4294441.834323
  nChanged 150
		SP:Iteration 68Q (13020.110000 sec): 3 clusters
  Score: Raw -4297888.427958 + Penalty 3419.831197 = -4294468.596761
  nChanged 147
		SP:Iteration 69Q (13020.500000 sec): 3 clusters
  Score: Raw -4297910.900882 + Penalty 3419.831197 = -4294491.069685
  nChanged 136
		SP:Iteration 70Q (13020.910000 sec): 3 clusters
  Score: Raw -4297935.171045 + Penalty 3419.831197 = -4294515.339848
  nChanged 147
		SP:Iteration 71Q (13021.300000 sec): 3 clusters
  Score: Raw -4297963.006782 + Penalty 3419.831197 = -4294543.175585
  nChanged 130
		SP:Iteration 72Q (13021.680000 sec): 3 clusters
  Score: Raw -4297983.560441 + Penalty 3419.831197 = -4294563.729243
  nChanged 123
		SP:Iteration 73Q (13022.050000 sec): 3 clusters
  Score: Raw -4298004.570267 + Penalty 3419.831197 = -4294584.739070
  nChanged 116
		SP:Iteration 74Q (13022.440000 sec): 3 clusters
  Score: Raw -4298025.229952 + Penalty 3419.831197 = -4294605.398755
  nChanged 127
		SP:Iteration 75Q (13022.820000 sec): 3 clusters
  Score: Raw -4298043.369745 + Penalty 3419.831197 = -4294623.538547
  nChanged 108
		SP:Iteration 76Q (13023.240000 sec): 3 clusters
  Score: Raw -4298059.401684 + Penalty 3419.831197 = -4294639.570487
  nChanged 110
		SP:Iteration 77Q (13023.600000 sec): 3 clusters
  Score: Raw -4298074.604634 + Penalty 3419.831197 = -4294654.773437
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		SP:Iteration 78Q (13023.920000 sec): 3 clusters
  Score: Raw -4298088.050648 + Penalty 3419.831197 = -4294668.219451
  nChanged 87
		SP:Iteration 79Q (13024.270000 sec): 3 clusters
  Score: Raw -4298097.749341 + Penalty 3419.831197 = -4294677.918144
  nChanged 77
		SP:Iteration 80F (13024.620000 sec): 3 clusters
  Score: Raw -4298106.000941 + Penalty 3419.831197 = -4294686.169744
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		SP:Iteration 81Q (13025.000000 sec): 3 clusters
  Score: Raw -4298111.886615 + Penalty 3419.831197 = -4294692.055418
  nChanged 64
		SP:Iteration 82Q (13025.340000 sec): 3 clusters
  Score: Raw -4298118.586997 + Penalty 3419.831197 = -4294698.755800
  nChanged 64
		SP:Iteration 83Q (13025.710000 sec): 3 clusters
  Score: Raw -4298125.696494 + Penalty 3419.831197 = -4294705.865296
  nChanged 61
		SP:Iteration 84Q (13026.070000 sec): 3 clusters
  Score: Raw -4298133.771788 + Penalty 3419.831197 = -4294713.940591
  nChanged 80
		SP:Iteration 85Q (13026.440000 sec): 3 clusters
  Score: Raw -4298144.149632 + Penalty 3419.831197 = -4294724.318435
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		SP:Iteration 86Q (13026.860000 sec): 3 clusters
  Score: Raw -4298154.973909 + Penalty 3419.831197 = -4294735.142711
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		SP:Iteration 87Q (13027.280000 sec): 3 clusters
  Score: Raw -4298166.458949 + Penalty 3419.831197 = -4294746.627752
  nChanged 80
		SP:Iteration 88Q (13027.750000 sec): 3 clusters
  Score: Raw -4298175.764450 + Penalty 3419.831197 = -4294755.933253
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		SP:Iteration 89Q (13028.080000 sec): 3 clusters
  Score: Raw -4298185.298653 + Penalty 3419.831197 = -4294765.467456
  nChanged 83
		SP:Iteration 90Q (13028.420000 sec): 3 clusters
  Score: Raw -4298197.160267 + Penalty 3419.831197 = -4294777.329069
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		SP:Iteration 91Q (13028.760000 sec): 3 clusters
  Score: Raw -4298208.504085 + Penalty 3419.831197 = -4294788.672888
  nChanged 79
		SP:Iteration 92Q (13029.100000 sec): 3 clusters
  Score: Raw -4298219.723471 + Penalty 3419.831197 = -4294799.892274
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		SP:Iteration 93Q (13029.480000 sec): 3 clusters
  Score: Raw -4298230.659546 + Penalty 3419.831197 = -4294810.828349
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		SP:Iteration 94Q (13029.840000 sec): 3 clusters
  Score: Raw -4298244.970376 + Penalty 3419.831197 = -4294825.139179
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		SP:Iteration 95Q (13030.250000 sec): 3 clusters
  Score: Raw -4298263.896251 + Penalty 3419.831197 = -4294844.065054
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		SP:Iteration 96Q (13030.600000 sec): 3 clusters
  Score: Raw -4298283.022566 + Penalty 3419.831197 = -4294863.191369
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		SP:Iteration 97Q (13030.990000 sec): 3 clusters
  Score: Raw -4298302.607884 + Penalty 3419.831197 = -4294882.776687
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		SP:Iteration 98Q (13031.350000 sec): 3 clusters
  Score: Raw -4298325.267617 + Penalty 3419.831197 = -4294905.436419
  nChanged 123
		SP:Iteration 99Q (13031.770000 sec): 3 clusters
  Score: Raw -4298349.021533 + Penalty 3419.831197 = -4294929.190336
  nChanged 134
		SP:Iteration 100F (13032.160000 sec): 3 clusters
  Score: Raw -4298375.309076 + Penalty 3419.831197 = -4294955.477879
  nChanged 134
		SP:Iteration 101Q (13032.550000 sec): 3 clusters
  Score: Raw -4298402.195799 + Penalty 3419.831197 = -4294982.364602
  nChanged 132
		SP:Iteration 102Q (13032.930000 sec): 3 clusters
  Score: Raw -4298433.508296 + Penalty 3419.831197 = -4295013.677099
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		SP:Iteration 103Q (13033.330000 sec): 3 clusters
  Score: Raw -4298468.542243 + Penalty 3419.831197 = -4295048.711046
  nChanged 133
		SP:Iteration 104Q (13033.670000 sec): 3 clusters
  Score: Raw -4298498.751681 + Penalty 3419.831197 = -4295078.920483
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		SP:Iteration 105Q (13034.020000 sec): 3 clusters
  Score: Raw -4298529.994548 + Penalty 3419.831197 = -4295110.163351
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		SP:Iteration 106Q (13034.450000 sec): 3 clusters
  Score: Raw -4298563.009662 + Penalty 3419.831197 = -4295143.178465
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		SP:Iteration 107Q (13034.880000 sec): 3 clusters
  Score: Raw -4298597.554375 + Penalty 3419.831197 = -4295177.723178
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		SP:Iteration 108Q (13035.220000 sec): 3 clusters
  Score: Raw -4298632.054422 + Penalty 3419.831197 = -4295212.223224
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		SP:Iteration 109Q (13035.630000 sec): 3 clusters
  Score: Raw -4298670.816921 + Penalty 3419.831197 = -4295250.985724
  nChanged 161
		SP:Iteration 110Q (13036.020000 sec): 3 clusters
  Score: Raw -4298712.756664 + Penalty 3419.831197 = -4295292.925467
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		SP:Iteration 111Q (13036.370000 sec): 3 clusters
  Score: Raw -4298747.252512 + Penalty 3419.831197 = -4295327.421315
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		SP:Iteration 112Q (13036.750000 sec): 3 clusters
  Score: Raw -4298779.208533 + Penalty 3419.831197 = -4295359.377336
  nChanged 132
		SP:Iteration 113Q (13037.080000 sec): 3 clusters
  Score: Raw -4298807.721365 + Penalty 3419.831197 = -4295387.890168
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		SP:Iteration 114Q (13037.490000 sec): 3 clusters
  Score: Raw -4298834.567651 + Penalty 3419.831197 = -4295414.736454
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		SP:Iteration 115Q (13037.870000 sec): 3 clusters
  Score: Raw -4298856.493605 + Penalty 3419.831197 = -4295436.662408
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		SP:Iteration 116Q (13038.250000 sec): 3 clusters
  Score: Raw -4298876.794225 + Penalty 3419.831197 = -4295456.963028
  nChanged 75
		SP:Iteration 117Q (13038.630000 sec): 3 clusters
  Score: Raw -4298892.927538 + Penalty 3419.831197 = -4295473.096341
  nChanged 87
		SP:Iteration 118Q (13039.000000 sec): 3 clusters
  Score: Raw -4298913.871935 + Penalty 3419.831197 = -4295494.040738
  nChanged 82
		SP:Iteration 119Q (13039.350000 sec): 3 clusters
  Score: Raw -4298930.008529 + Penalty 3419.831197 = -4295510.177332
  nChanged 64
		SP:Iteration 120F (13039.720000 sec): 3 clusters
  Score: Raw -4298942.443018 + Penalty 3419.831197 = -4295522.611820
  nChanged 83
		SP:Iteration 121Q (13040.120000 sec): 3 clusters
  Score: Raw -4298961.415898 + Penalty 3419.831197 = -4295541.584701
  nChanged 78
		SP:Iteration 122Q (13040.450000 sec): 3 clusters
  Score: Raw -4298980.494128 + Penalty 3419.831197 = -4295560.662931
  nChanged 79
		SP:Iteration 123Q (13040.820000 sec): 3 clusters
  Score: Raw -4298998.068011 + Penalty 3419.831197 = -4295578.236814
  nChanged 77
		SP:Iteration 124Q (13041.160000 sec): 3 clusters
  Score: Raw -4299018.138753 + Penalty 3419.831197 = -4295598.307555
  nChanged 77
		SP:Iteration 125Q (13041.520000 sec): 3 clusters
  Score: Raw -4299037.301442 + Penalty 3419.831197 = -4295617.470245
  nChanged 80
		SP:Iteration 126Q (13041.920000 sec): 3 clusters
  Score: Raw -4299059.093756 + Penalty 3419.831197 = -4295639.262559
  nChanged 88
		SP:Iteration 127Q (13042.330000 sec): 3 clusters
  Score: Raw -4299086.205376 + Penalty 3419.831197 = -4295666.374179
  nChanged 85
		SP:Iteration 128Q (13042.710000 sec): 3 clusters
  Score: Raw -4299108.824372 + Penalty 3419.831197 = -4295688.993174
  nChanged 64
		SP:Iteration 129Q (13043.100000 sec): 3 clusters
  Score: Raw -4299122.274430 + Penalty 3419.831197 = -4295702.443233
  nChanged 59
		SP:Iteration 130Q (13043.510000 sec): 3 clusters
  Score: Raw -4299134.362002 + Penalty 3419.831197 = -4295714.530805
  nChanged 58
		SP:Iteration 131Q (13043.920000 sec): 3 clusters
  Score: Raw -4299145.995394 + Penalty 3419.831197 = -4295726.164197
  nChanged 59
		SP:Iteration 132Q (13044.300000 sec): 3 clusters
  Score: Raw -4299158.527476 + Penalty 3419.831197 = -4295738.696279
  nChanged 57
		SP:Iteration 133Q (13044.730000 sec): 3 clusters
  Score: Raw -4299168.917798 + Penalty 3419.831197 = -4295749.086601
  nChanged 49
		SP:Iteration 134Q (13045.120000 sec): 3 clusters
  Score: Raw -4299178.807794 + Penalty 3419.831197 = -4295758.976597
  nChanged 42
		SP:Iteration 135Q (13045.550000 sec): 3 clusters
  Score: Raw -4299188.365544 + Penalty 3419.831197 = -4295768.534346
  nChanged 43
		SP:Iteration 136Q (13045.900000 sec): 3 clusters
  Score: Raw -4299200.845659 + Penalty 3419.831197 = -4295781.014462
  nChanged 50
		SP:Iteration 137Q (13046.240000 sec): 3 clusters
  Score: Raw -4299212.388742 + Penalty 3419.831197 = -4295792.557544
  nChanged 37
		SP:Iteration 138Q (13046.660000 sec): 3 clusters
  Score: Raw -4299220.706652 + Penalty 3419.831197 = -4295800.875455
  nChanged 37
		SP:Iteration 139Q (13047.010000 sec): 3 clusters
  Score: Raw -4299230.916123 + Penalty 3419.831197 = -4295811.084926
  nChanged 48
		SP:Iteration 140F (13047.420000 sec): 3 clusters
  Score: Raw -4299244.947921 + Penalty 3419.831197 = -4295825.116724
  nChanged 53
		SP:Iteration 141Q (13047.830000 sec): 3 clusters
  Score: Raw -4299257.814107 + Penalty 3419.831197 = -4295837.982910
  nChanged 46
		SP:Iteration 142Q (13048.160000 sec): 3 clusters
  Score: Raw -4299268.706137 + Penalty 3419.831197 = -4295848.874940
  nChanged 48
		SP:Iteration 143Q (13048.550000 sec): 3 clusters
  Score: Raw -4299278.523121 + Penalty 3419.831197 = -4295858.691924
  nChanged 45
		SP:Iteration 144Q (13048.940000 sec): 3 clusters
  Score: Raw -4299291.053522 + Penalty 3419.831197 = -4295871.222324
  nChanged 47
		SP:Iteration 145Q (13049.360000 sec): 3 clusters
  Score: Raw -4299303.191730 + Penalty 3419.831197 = -4295883.360533
  nChanged 39
		SP:Iteration 146Q (13049.760000 sec): 3 clusters
  Score: Raw -4299313.970780 + Penalty 3419.831197 = -4295894.139583
  nChanged 37
		SP:Iteration 147Q (13050.160000 sec): 3 clusters
  Score: Raw -4299323.881653 + Penalty 3419.831197 = -4295904.050456
  nChanged 25
		SP:Iteration 148Q (13050.530000 sec): 3 clusters
  Score: Raw -4299329.932290 + Penalty 3419.831197 = -4295910.101093
  nChanged 28
		SP:Iteration 149Q (13050.960000 sec): 3 clusters
  Score: Raw -4299336.243081 + Penalty 3419.831197 = -4295916.411884
  nChanged 28
		SP:Iteration 150Q (13051.370000 sec): 3 clusters
  Score: Raw -4299343.923420 + Penalty 3419.831197 = -4295924.092223
  nChanged 29
		SP:Iteration 151Q (13051.740000 sec): 3 clusters
  Score: Raw -4299353.560255 + Penalty 3419.831197 = -4295933.729058
  nChanged 46
		SP:Iteration 152Q (13052.120000 sec): 3 clusters
  Score: Raw -4299368.018291 + Penalty 3419.831197 = -4295948.187094
  nChanged 36
		SP:Iteration 153Q (13052.470000 sec): 3 clusters
  Score: Raw -4299379.326861 + Penalty 3419.831197 = -4295959.495663
  nChanged 37
		SP:Iteration 154Q (13052.870000 sec): 3 clusters
  Score: Raw -4299389.536296 + Penalty 3419.831197 = -4295969.705099
  nChanged 35
		SP:Iteration 155Q (13053.260000 sec): 3 clusters
  Score: Raw -4299399.377510 + Penalty 3419.831197 = -4295979.546313
  nChanged 34
		SP:Iteration 156Q (13053.630000 sec): 3 clusters
  Score: Raw -4299408.310089 + Penalty 3419.831197 = -4295988.478892
  nChanged 32
		SP:Iteration 157Q (13054.060000 sec): 3 clusters
  Score: Raw -4299417.641779 + Penalty 3419.831197 = -4295997.810582
  nChanged 31
		SP:Iteration 158Q (13054.450000 sec): 3 clusters
  Score: Raw -4299427.726974 + Penalty 3419.831197 = -4296007.895777
  nChanged 39
		SP:Iteration 159Q (13054.840000 sec): 3 clusters
  Score: Raw -4299439.294908 + Penalty 3419.831197 = -4296019.463711
  nChanged 33
		SP:Iteration 160F (13055.260000 sec): 3 clusters
  Score: Raw -4299449.080730 + Penalty 3419.831197 = -4296029.249533
  nChanged 28
		SP:Iteration 161Q (13055.720000 sec): 3 clusters
  Score: Raw -4299459.783798 + Penalty 3419.831197 = -4296039.952600
  nChanged 33
		SP:Iteration 162Q (13056.070000 sec): 3 clusters
  Score: Raw -4299474.560930 + Penalty 3419.831197 = -4296054.729733
  nChanged 30
		SP:Iteration 163Q (13056.430000 sec): 3 clusters
  Score: Raw -4299484.887795 + Penalty 3419.831197 = -4296065.056598
  nChanged 20
		SP:Iteration 164Q (13056.770000 sec): 3 clusters
  Score: Raw -4299491.555027 + Penalty 3419.831197 = -4296071.723830
  nChanged 24
		SP:Iteration 165Q (13057.150000 sec): 3 clusters
  Score: Raw -4299499.536341 + Penalty 3419.831197 = -4296079.705144
  nChanged 23
		SP:Iteration 166Q (13057.580000 sec): 3 clusters
  Score: Raw -4299506.018358 + Penalty 3419.831197 = -4296086.187161
  nChanged 19
		SP:Iteration 167Q (13057.950000 sec): 3 clusters
  Score: Raw -4299511.856769 + Penalty 3419.831197 = -4296092.025572
  nChanged 18
		SP:Iteration 168Q (13058.330000 sec): 3 clusters
  Score: Raw -4299518.484908 + Penalty 3419.831197 = -4296098.653711
  nChanged 17
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  Score: Raw -4299522.007335 + Penalty 3419.831197 = -4296102.176138
  nChanged 9
		SP:Iteration 170Q (13059.150000 sec): 3 clusters
  Score: Raw -4299523.571507 + Penalty 3419.831197 = -4296103.740310
  nChanged 7
		SP:Iteration 171Q (13059.590000 sec): 3 clusters
  Score: Raw -4299525.158797 + Penalty 3419.831197 = -4296105.327600
  nChanged 10
		SP:Iteration 172Q (13059.970000 sec): 3 clusters
  Score: Raw -4299528.185332 + Penalty 3419.831197 = -4296108.354135
  nChanged 7
		SP:Iteration 173Q (13060.370000 sec): 3 clusters
  Score: Raw -4299531.051852 + Penalty 3419.831197 = -4296111.220654
  nChanged 7
		SP:Iteration 174Q (13060.770000 sec): 3 clusters
  Score: Raw -4299532.775915 + Penalty 3419.831197 = -4296112.944718
  nChanged 7
		SP:Iteration 175Q (13061.100000 sec): 3 clusters
  Score: Raw -4299535.855715 + Penalty 3419.831197 = -4296116.024518
  nChanged 13
		SP:Iteration 176Q (13061.460000 sec): 3 clusters
  Score: Raw -4299540.954494 + Penalty 3419.831197 = -4296121.123297
  nChanged 20
		SP:Iteration 177Q (13061.820000 sec): 3 clusters
  Score: Raw -4299549.164715 + Penalty 3419.831197 = -4296129.333517
  nChanged 21
		SP:Iteration 178Q (13062.190000 sec): 3 clusters
  Score: Raw -4299556.632983 + Penalty 3419.831197 = -4296136.801786
  nChanged 21
		SP:Iteration 179Q (13062.540000 sec): 3 clusters
  Score: Raw -4299565.367269 + Penalty 3419.831197 = -4296145.536072
  nChanged 25
		SP:Iteration 180F (13062.950000 sec): 3 clusters
  Score: Raw -4299575.902053 + Penalty 3419.831197 = -4296156.070856
  nChanged 23
		SP:Iteration 181Q (13063.280000 sec): 3 clusters
  Score: Raw -4299586.618413 + Penalty 3419.831197 = -4296166.787216
  nChanged 25
		SP:Iteration 182Q (13063.640000 sec): 3 clusters
  Score: Raw -4299595.020772 + Penalty 3419.831197 = -4296175.189575
  nChanged 13
		SP:Iteration 183Q (13063.970000 sec): 3 clusters
  Score: Raw -4299598.698788 + Penalty 3419.831197 = -4296178.867591
  nChanged 7
		SP:Iteration 184Q (13064.310000 sec): 3 clusters
  Score: Raw -4299600.389011 + Penalty 3419.831197 = -4296180.557814
  nChanged 8
		SP:Iteration 185Q (13064.630000 sec): 3 clusters
  Score: Raw -4299603.848756 + Penalty 3419.831197 = -4296184.017559
  nChanged 7
		SP:Iteration 186Q (13064.970000 sec): 3 clusters
  Score: Raw -4299606.076400 + Penalty 3419.831197 = -4296186.245203
  nChanged 7
		SP:Iteration 187Q (13065.270000 sec): 3 clusters
  Score: Raw -4299608.633394 + Penalty 3419.831197 = -4296188.802197
  nChanged 9
		SP:Iteration 188Q (13065.560000 sec): 3 clusters
  Score: Raw -4299611.803185 + Penalty 3419.831197 = -4296191.971988
  nChanged 3
		SP:Iteration 189Q (13065.870000 sec): 3 clusters
  Score: Raw -4299613.366638 + Penalty 3419.831197 = -4296193.535441
  nChanged 9
		SP:Iteration 190Q (13066.180000 sec): 3 clusters
  Score: Raw -4299617.384259 + Penalty 3419.831197 = -4296197.553062
  nChanged 8
		SP:Iteration 191Q (13066.500000 sec): 3 clusters
  Score: Raw -4299620.429545 + Penalty 3419.831197 = -4296200.598348
  nChanged 6
		SP:Iteration 192Q (13066.850000 sec): 3 clusters
  Score: Raw -4299622.139791 + Penalty 3419.831197 = -4296202.308594
  nChanged 4
		SP:Iteration 193Q (13067.150000 sec): 3 clusters
  Score: Raw -4299623.625490 + Penalty 3419.831197 = -4296203.794293
  nChanged 6
		SP:Iteration 194Q (13067.490000 sec): 3 clusters
  Score: Raw -4299625.498306 + Penalty 3419.831197 = -4296205.667109
  nChanged 5
		SP:Iteration 195Q (13067.820000 sec): 3 clusters
  Score: Raw -4299627.093043 + Penalty 3419.831197 = -4296207.261846
  nChanged 7
		SP:Iteration 196Q (13068.100000 sec): 3 clusters
  Score: Raw -4299629.946679 + Penalty 3419.831197 = -4296210.115482
  nChanged 5
		SP:Iteration 197Q (13068.450000 sec): 3 clusters
  Score: Raw -4299632.540053 + Penalty 3419.831197 = -4296212.708856
  nChanged 8
		SP:Iteration 198Q (13068.800000 sec): 3 clusters
  Score: Raw -4299635.971230 + Penalty 3419.831197 = -4296216.140033
  nChanged 11
		SP:Iteration 199Q (13069.100000 sec): 3 clusters
  Score: Raw -4299640.602499 + Penalty 3419.831197 = -4296220.771302
  nChanged 5
		SP:Iteration 200F (13069.440000 sec): 3 clusters
  Score: Raw -4299642.816065 + Penalty 3419.831197 = -4296222.984868
  nChanged 7
		SP:Iteration 201Q (13069.800000 sec): 3 clusters
  Score: Raw -4299644.850775 + Penalty 3419.831197 = -4296225.019578
  nChanged 6
		SP:Iteration 202Q (13070.180000 sec): 3 clusters
  Score: Raw -4299647.763249 + Penalty 3419.831197 = -4296227.932052
  nChanged 6
		SP:Iteration 203Q (13070.540000 sec): 3 clusters
  Score: Raw -4299649.593670 + Penalty 3419.831197 = -4296229.762473
  nChanged 4
		SP:Iteration 204Q (13070.890000 sec): 3 clusters
  Score: Raw -4299651.370791 + Penalty 3419.831197 = -4296231.539594
  nChanged 8
		SP:Iteration 205Q (13071.240000 sec): 3 clusters
  Score: Raw -4299655.228744 + Penalty 3419.831197 = -4296235.397547
  nChanged 5
		SP:Iteration 206Q (13071.560000 sec): 3 clusters
  Score: Raw -4299657.827221 + Penalty 3419.831197 = -4296237.996024
  nChanged 3
		SP:Iteration 207Q (13071.960000 sec): 3 clusters
  Score: Raw -4299658.687076 + Penalty 3419.831197 = -4296238.855879
  nChanged 0
		SP:Iteration 208F (13072.380000 sec): 3 clusters
  Score: Raw -4299658.687076 + Penalty 3419.831197 = -4296238.855879
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 38 (7551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13072.530000 sec): 2 clusters
  Score: Raw -925136.530155 + Penalty 1451.033234 = -923685.496921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13072.740000 sec): 3 clusters
  Score: Raw -921022.171273 + Penalty 2902.066467 = -918120.104805
  nChanged 3184
		SP:Iteration 1F (13072.930000 sec): 3 clusters
  Score: Raw -922804.389140 + Penalty 2902.066467 = -919902.322673
  nChanged 513
		SP:Iteration 2F (13073.190000 sec): 3 clusters
  Score: Raw -923028.517163 + Penalty 2902.066467 = -920126.450696
  nChanged 361
		SP:Iteration 3Q (13073.410000 sec): 3 clusters
  Score: Raw -923183.381926 + Penalty 2902.066467 = -920281.315459
  nChanged 285
		SP:Iteration 4Q (13073.640000 sec): 3 clusters
  Score: Raw -923308.030661 + Penalty 2902.066467 = -920405.964193
  nChanged 261
		SP:Iteration 5Q (13073.880000 sec): 3 clusters
  Score: Raw -923407.853148 + Penalty 2902.066467 = -920505.786680
  nChanged 243
		SP:Iteration 6Q (13074.120000 sec): 3 clusters
  Score: Raw -923491.579385 + Penalty 2902.066467 = -920589.512917
  nChanged 197
		SP:Iteration 7Q (13074.450000 sec): 3 clusters
  Score: Raw -923557.931010 + Penalty 2902.066467 = -920655.864543
  nChanged 192
		SP:Iteration 8Q (13074.630000 sec): 3 clusters
  Score: Raw -923621.333398 + Penalty 2902.066467 = -920719.266931
  nChanged 174
		SP:Iteration 9Q (13074.880000 sec): 3 clusters
  Score: Raw -923682.555837 + Penalty 2902.066467 = -920780.489370
  nChanged 175
		SP:Iteration 10Q (13075.100000 sec): 3 clusters
  Score: Raw -923747.728826 + Penalty 2902.066467 = -920845.662358
  nChanged 171
		SP:Iteration 11Q (13075.330000 sec): 3 clusters
  Score: Raw -923814.946566 + Penalty 2902.066467 = -920912.880099
  nChanged 194
		SP:Iteration 12Q (13075.580000 sec): 3 clusters
  Score: Raw -923905.169214 + Penalty 2902.066467 = -921003.102747
  nChanged 229
		SP:Iteration 13Q (13075.770000 sec): 3 clusters
  Score: Raw -924024.662697 + Penalty 2902.066467 = -921122.596230
  nChanged 228
		SP:Iteration 14Q (13075.990000 sec): 3 clusters
  Score: Raw -924148.516999 + Penalty 2902.066467 = -921246.450531
  nChanged 224
		SP:Iteration 15Q (13076.180000 sec): 3 clusters
  Score: Raw -924275.664995 + Penalty 2902.066467 = -921373.598527
  nChanged 233
		SP:Iteration 16Q (13076.380000 sec): 3 clusters
  Score: Raw -924427.864537 + Penalty 2902.066467 = -921525.798070
  nChanged 231
		SP:Iteration 17Q (13076.570000 sec): 3 clusters
  Score: Raw -924587.548819 + Penalty 2902.066467 = -921685.482351
  nChanged 217
		SP:Iteration 18Q (13076.840000 sec): 3 clusters
  Score: Raw -924759.342683 + Penalty 2902.066467 = -921857.276216
  nChanged 198
		SP:Iteration 19Q (13077.050000 sec): 3 clusters
  Score: Raw -924937.247901 + Penalty 2902.066467 = -922035.181433
  nChanged 174
		SP:Iteration 20F (13077.350000 sec): 3 clusters
  Score: Raw -925111.708890 + Penalty 2902.066467 = -922209.642423
  nChanged 132
		SP:Iteration 21Q (13077.550000 sec): 3 clusters
  Score: Raw -925251.244277 + Penalty 2902.066467 = -922349.177810
  nChanged 99
		SP:Iteration 22Q (13077.770000 sec): 3 clusters
  Score: Raw -925367.422951 + Penalty 2902.066467 = -922465.356484
  nChanged 66
		SP:Iteration 23Q (13077.990000 sec): 3 clusters
  Score: Raw -925446.561779 + Penalty 2902.066467 = -922544.495312
  nChanged 52
		SP:Iteration 24Q (13078.220000 sec): 3 clusters
  Score: Raw -925484.432132 + Penalty 2902.066467 = -922582.365665
  nChanged 28
		SP:Iteration 25Q (13078.470000 sec): 3 clusters
  Score: Raw -925502.191129 + Penalty 2902.066467 = -922600.124662
  nChanged 22
		SP:Iteration 26Q (13078.660000 sec): 3 clusters
  Score: Raw -925521.000015 + Penalty 2902.066467 = -922618.933547
  nChanged 24
		SP:Iteration 27Q (13078.900000 sec): 3 clusters
  Score: Raw -925540.077668 + Penalty 2902.066467 = -922638.011201
  nChanged 24
		SP:Iteration 28Q (13079.220000 sec): 3 clusters
  Score: Raw -925557.260549 + Penalty 2902.066467 = -922655.194082
  nChanged 12
		SP:Iteration 29Q (13079.430000 sec): 3 clusters
  Score: Raw -925566.656273 + Penalty 2902.066467 = -922664.589806
  nChanged 10
		SP:Iteration 30Q (13079.640000 sec): 3 clusters
  Score: Raw -925575.802280 + Penalty 2902.066467 = -922673.735813
  nChanged 8
		SP:Iteration 31Q (13079.890000 sec): 3 clusters
  Score: Raw -925581.764156 + Penalty 2902.066467 = -922679.697688
  nChanged 3
		SP:Iteration 32Q (13080.130000 sec): 3 clusters
  Score: Raw -925583.483776 + Penalty 2902.066467 = -922681.417309
  nChanged 5
		SP:Iteration 33Q (13080.380000 sec): 3 clusters
  Score: Raw -925586.312934 + Penalty 2902.066467 = -922684.246466
  nChanged 3
		SP:Iteration 34Q (13080.560000 sec): 3 clusters
  Score: Raw -925588.072146 + Penalty 2902.066467 = -922686.005678
  nChanged 2
		SP:Iteration 35Q (13080.840000 sec): 3 clusters
  Score: Raw -925589.155803 + Penalty 2902.066467 = -922687.089335
  nChanged 0
		SP:Iteration 36F (13081.100000 sec): 3 clusters
  Score: Raw -925589.155803 + Penalty 2902.066467 = -922687.089335
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 39 (17250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13081.300000 sec): 2 clusters
  Score: Raw -2089108.600192 + Penalty 1585.279706 = -2087523.320486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13081.690000 sec): 3 clusters
  Score: Raw -2078778.359485 + Penalty 3170.559412 = -2075607.800073
  nChanged 7791
		SP:Iteration 1F (13081.960000 sec): 3 clusters
  Score: Raw -2083163.440629 + Penalty 3170.559412 = -2079992.881217
  nChanged 839
		SP:Iteration 2Q (13082.260000 sec): 3 clusters
  Score: Raw -2083458.996129 + Penalty 3170.559412 = -2080288.436716
  nChanged 770
		SP:Iteration 3Q (13082.540000 sec): 3 clusters
  Score: Raw -2083769.041239 + Penalty 3170.559412 = -2080598.481827
  nChanged 796
		SP:Iteration 4Q (13082.880000 sec): 3 clusters
  Score: Raw -2084083.209601 + Penalty 3170.559412 = -2080912.650189
  nChanged 715
		SP:Iteration 5Q (13083.130000 sec): 3 clusters
  Score: Raw -2084351.696047 + Penalty 3170.559412 = -2081181.136635
  nChanged 660
		SP:Iteration 6Q (13083.440000 sec): 3 clusters
  Score: Raw -2084613.873995 + Penalty 3170.559412 = -2081443.314583
  nChanged 625
		SP:Iteration 7Q (13083.740000 sec): 3 clusters
  Score: Raw -2084879.557008 + Penalty 3170.559412 = -2081708.997596
  nChanged 661
		SP:Iteration 8Q (13084.060000 sec): 3 clusters
  Score: Raw -2085153.348651 + Penalty 3170.559412 = -2081982.789239
  nChanged 625
		SP:Iteration 9Q (13084.370000 sec): 3 clusters
  Score: Raw -2085436.715964 + Penalty 3170.559412 = -2082266.156552
  nChanged 596
		SP:Iteration 10Q (13084.650000 sec): 3 clusters
  Score: Raw -2085714.110870 + Penalty 3170.559412 = -2082543.551458
  nChanged 594
		SP:Iteration 11Q (13085.000000 sec): 3 clusters
  Score: Raw -2086009.122350 + Penalty 3170.559412 = -2082838.562938
  nChanged 593
		SP:Iteration 12Q (13085.240000 sec): 3 clusters
  Score: Raw -2086290.352174 + Penalty 3170.559412 = -2083119.792761
  nChanged 532
		SP:Iteration 13Q (13085.550000 sec): 3 clusters
  Score: Raw -2086507.028356 + Penalty 3170.559412 = -2083336.468944
  nChanged 429
		SP:Iteration 14Q (13085.860000 sec): 3 clusters
  Score: Raw -2086651.581872 + Penalty 3170.559412 = -2083481.022460
  nChanged 307
		SP:Iteration 15Q (13086.150000 sec): 3 clusters
  Score: Raw -2086726.505554 + Penalty 3170.559412 = -2083555.946142
  nChanged 204
		SP:Iteration 16Q (13086.480000 sec): 3 clusters
  Score: Raw -2086761.581719 + Penalty 3170.559412 = -2083591.022306
  nChanged 136
		SP:Iteration 17Q (13086.730000 sec): 3 clusters
  Score: Raw -2086784.245621 + Penalty 3170.559412 = -2083613.686208
  nChanged 102
		SP:Iteration 18Q (13087.010000 sec): 3 clusters
  Score: Raw -2086801.029548 + Penalty 3170.559412 = -2083630.470135
  nChanged 99
		SP:Iteration 19Q (13087.360000 sec): 3 clusters
  Score: Raw -2086818.511452 + Penalty 3170.559412 = -2083647.952039
  nChanged 101
		SP:Iteration 20F (13087.650000 sec): 3 clusters
  Score: Raw -2086837.031214 + Penalty 3170.559412 = -2083666.471802
  nChanged 90
		SP:Iteration 21Q (13087.980000 sec): 3 clusters
  Score: Raw -2086854.336050 + Penalty 3170.559412 = -2083683.776638
  nChanged 93
		SP:Iteration 22Q (13088.260000 sec): 3 clusters
  Score: Raw -2086870.225836 + Penalty 3170.559412 = -2083699.666424
  nChanged 79
		SP:Iteration 23Q (13088.520000 sec): 3 clusters
  Score: Raw -2086883.601116 + Penalty 3170.559412 = -2083713.041704
  nChanged 83
		SP:Iteration 24Q (13088.820000 sec): 3 clusters
  Score: Raw -2086897.249214 + Penalty 3170.559412 = -2083726.689802
  nChanged 89
		SP:Iteration 25Q (13089.110000 sec): 3 clusters
  Score: Raw -2086908.791390 + Penalty 3170.559412 = -2083738.231978
  nChanged 74
		SP:Iteration 26Q (13089.360000 sec): 3 clusters
  Score: Raw -2086920.053965 + Penalty 3170.559412 = -2083749.494553
  nChanged 65
		SP:Iteration 27Q (13089.710000 sec): 3 clusters
  Score: Raw -2086929.324973 + Penalty 3170.559412 = -2083758.765561
  nChanged 64
		SP:Iteration 28Q (13089.990000 sec): 3 clusters
  Score: Raw -2086937.030312 + Penalty 3170.559412 = -2083766.470899
  nChanged 66
		SP:Iteration 29Q (13090.300000 sec): 3 clusters
  Score: Raw -2086944.580607 + Penalty 3170.559412 = -2083774.021194
  nChanged 56
		SP:Iteration 30Q (13090.580000 sec): 3 clusters
  Score: Raw -2086951.078726 + Penalty 3170.559412 = -2083780.519314
  nChanged 49
		SP:Iteration 31Q (13090.820000 sec): 3 clusters
  Score: Raw -2086956.595552 + Penalty 3170.559412 = -2083786.036139
  nChanged 42
		SP:Iteration 32Q (13091.120000 sec): 3 clusters
  Score: Raw -2086960.790587 + Penalty 3170.559412 = -2083790.231175
  nChanged 36
		SP:Iteration 33Q (13091.430000 sec): 3 clusters
  Score: Raw -2086963.869154 + Penalty 3170.559412 = -2083793.309742
  nChanged 31
		SP:Iteration 34Q (13091.720000 sec): 3 clusters
  Score: Raw -2086967.399090 + Penalty 3170.559412 = -2083796.839677
  nChanged 36
		SP:Iteration 35Q (13092.060000 sec): 3 clusters
  Score: Raw -2086972.016838 + Penalty 3170.559412 = -2083801.457426
  nChanged 46
		SP:Iteration 36Q (13092.410000 sec): 3 clusters
  Score: Raw -2086977.105679 + Penalty 3170.559412 = -2083806.546267
  nChanged 45
		SP:Iteration 37Q (13092.740000 sec): 3 clusters
  Score: Raw -2086981.286705 + Penalty 3170.559412 = -2083810.727293
  nChanged 44
		SP:Iteration 38Q (13093.020000 sec): 3 clusters
  Score: Raw -2086985.691917 + Penalty 3170.559412 = -2083815.132504
  nChanged 41
		SP:Iteration 39Q (13093.300000 sec): 3 clusters
  Score: Raw -2086989.700008 + Penalty 3170.559412 = -2083819.140595
  nChanged 36
		SP:Iteration 40F (13093.600000 sec): 3 clusters
  Score: Raw -2086993.909619 + Penalty 3170.559412 = -2083823.350207
  nChanged 47
		SP:Iteration 41Q (13093.940000 sec): 3 clusters
  Score: Raw -2086999.340299 + Penalty 3170.559412 = -2083828.780887
  nChanged 47
		SP:Iteration 42Q (13094.240000 sec): 3 clusters
  Score: Raw -2087005.018663 + Penalty 3170.559412 = -2083834.459250
  nChanged 57
		SP:Iteration 43Q (13094.540000 sec): 3 clusters
  Score: Raw -2087013.824471 + Penalty 3170.559412 = -2083843.265059
  nChanged 67
		SP:Iteration 44Q (13094.900000 sec): 3 clusters
  Score: Raw -2087024.520050 + Penalty 3170.559412 = -2083853.960637
  nChanged 79
		SP:Iteration 45Q (13095.200000 sec): 3 clusters
  Score: Raw -2087035.760988 + Penalty 3170.559412 = -2083865.201576
  nChanged 75
		SP:Iteration 46Q (13095.500000 sec): 3 clusters
  Score: Raw -2087044.201503 + Penalty 3170.559412 = -2083873.642091
  nChanged 52
		SP:Iteration 47Q (13095.800000 sec): 3 clusters
  Score: Raw -2087050.440438 + Penalty 3170.559412 = -2083879.881026
  nChanged 56
		SP:Iteration 48Q (13096.040000 sec): 3 clusters
  Score: Raw -2087056.560331 + Penalty 3170.559412 = -2083886.000919
  nChanged 41
		SP:Iteration 49Q (13096.330000 sec): 3 clusters
  Score: Raw -2087061.245686 + Penalty 3170.559412 = -2083890.686273
  nChanged 43
		SP:Iteration 50Q (13096.580000 sec): 3 clusters
  Score: Raw -2087066.826808 + Penalty 3170.559412 = -2083896.267396
  nChanged 56
		SP:Iteration 51Q (13096.850000 sec): 3 clusters
  Score: Raw -2087074.408658 + Penalty 3170.559412 = -2083903.849246
  nChanged 58
		SP:Iteration 52Q (13097.140000 sec): 3 clusters
  Score: Raw -2087082.667375 + Penalty 3170.559412 = -2083912.107963
  nChanged 70
		SP:Iteration 53Q (13097.440000 sec): 3 clusters
  Score: Raw -2087093.610180 + Penalty 3170.559412 = -2083923.050767
  nChanged 77
		SP:Iteration 54Q (13097.720000 sec): 3 clusters
  Score: Raw -2087105.123408 + Penalty 3170.559412 = -2083934.563996
  nChanged 83
		SP:Iteration 55Q (13098.040000 sec): 3 clusters
  Score: Raw -2087116.488040 + Penalty 3170.559412 = -2083945.928627
  nChanged 73
		SP:Iteration 56Q (13098.410000 sec): 3 clusters
  Score: Raw -2087126.370841 + Penalty 3170.559412 = -2083955.811429
  nChanged 79
		SP:Iteration 57Q (13098.710000 sec): 3 clusters
  Score: Raw -2087138.802623 + Penalty 3170.559412 = -2083968.243210
  nChanged 77
		SP:Iteration 58Q (13099.080000 sec): 3 clusters
  Score: Raw -2087148.721507 + Penalty 3170.559412 = -2083978.162095
  nChanged 79
		SP:Iteration 59Q (13099.360000 sec): 3 clusters
  Score: Raw -2087159.789708 + Penalty 3170.559412 = -2083989.230296
  nChanged 88
		SP:Iteration 60F (13099.730000 sec): 3 clusters
  Score: Raw -2087172.595599 + Penalty 3170.559412 = -2084002.036187
  nChanged 86
		SP:Iteration 61Q (13100.050000 sec): 3 clusters
  Score: Raw -2087186.204070 + Penalty 3170.559412 = -2084015.644658
  nChanged 92
		SP:Iteration 62Q (13100.310000 sec): 3 clusters
  Score: Raw -2087199.958723 + Penalty 3170.559412 = -2084029.399310
  nChanged 100
		SP:Iteration 63Q (13100.560000 sec): 3 clusters
  Score: Raw -2087215.004717 + Penalty 3170.559412 = -2084044.445304
  nChanged 90
		SP:Iteration 64Q (13100.870000 sec): 3 clusters
  Score: Raw -2087228.761789 + Penalty 3170.559412 = -2084058.202377
  nChanged 87
		SP:Iteration 65Q (13101.150000 sec): 3 clusters
  Score: Raw -2087240.128921 + Penalty 3170.559412 = -2084069.569509
  nChanged 73
		SP:Iteration 66Q (13101.490000 sec): 3 clusters
  Score: Raw -2087250.243327 + Penalty 3170.559412 = -2084079.683915
  nChanged 74
		SP:Iteration 67Q (13101.810000 sec): 3 clusters
  Score: Raw -2087262.421411 + Penalty 3170.559412 = -2084091.861999
  nChanged 85
		SP:Iteration 68Q (13102.140000 sec): 3 clusters
  Score: Raw -2087276.692010 + Penalty 3170.559412 = -2084106.132597
  nChanged 92
		SP:Iteration 69Q (13102.440000 sec): 3 clusters
  Score: Raw -2087294.274335 + Penalty 3170.559412 = -2084123.714922
  nChanged 114
		SP:Iteration 70Q (13102.710000 sec): 3 clusters
  Score: Raw -2087319.695646 + Penalty 3170.559412 = -2084149.136233
  nChanged 123
		SP:Iteration 71Q (13102.940000 sec): 3 clusters
  Score: Raw -2087347.971587 + Penalty 3170.559412 = -2084177.412175
  nChanged 131
		SP:Iteration 72Q (13103.250000 sec): 3 clusters
  Score: Raw -2087377.152532 + Penalty 3170.559412 = -2084206.593120
  nChanged 132
		SP:Iteration 73Q (13103.540000 sec): 3 clusters
  Score: Raw -2087409.150882 + Penalty 3170.559412 = -2084238.591469
  nChanged 133
		SP:Iteration 74Q (13103.790000 sec): 3 clusters
  Score: Raw -2087443.004975 + Penalty 3170.559412 = -2084272.445563
  nChanged 141
		SP:Iteration 75Q (13104.100000 sec): 3 clusters
  Score: Raw -2087480.229356 + Penalty 3170.559412 = -2084309.669944
  nChanged 153
		SP:Iteration 76Q (13104.420000 sec): 3 clusters
  Score: Raw -2087524.487208 + Penalty 3170.559412 = -2084353.927796
  nChanged 163
		SP:Iteration 77Q (13104.760000 sec): 3 clusters
  Score: Raw -2087571.815363 + Penalty 3170.559412 = -2084401.255951
  nChanged 187
		SP:Iteration 78Q (13105.030000 sec): 3 clusters
  Score: Raw -2087632.636277 + Penalty 3170.559412 = -2084462.076864
  nChanged 181
		SP:Iteration 79Q (13105.390000 sec): 3 clusters
  Score: Raw -2087688.029988 + Penalty 3170.559412 = -2084517.470575
  nChanged 176
		SP:Iteration 80F (13105.730000 sec): 3 clusters
  Score: Raw -2087738.938953 + Penalty 3170.559412 = -2084568.379541
  nChanged 171
		SP:Iteration 81Q (13106.020000 sec): 3 clusters
  Score: Raw -2087786.745623 + Penalty 3170.559412 = -2084616.186211
  nChanged 190
		SP:Iteration 82Q (13106.320000 sec): 3 clusters
  Score: Raw -2087842.255464 + Penalty 3170.559412 = -2084671.696052
  nChanged 187
		SP:Iteration 83Q (13106.610000 sec): 3 clusters
  Score: Raw -2087905.146426 + Penalty 3170.559412 = -2084734.587013
  nChanged 202
		SP:Iteration 84Q (13106.890000 sec): 3 clusters
  Score: Raw -2087976.290617 + Penalty 3170.559412 = -2084805.731205
  nChanged 212
		SP:Iteration 85Q (13107.140000 sec): 3 clusters
  Score: Raw -2088057.169365 + Penalty 3170.559412 = -2084886.609953
  nChanged 226
		SP:Iteration 86Q (13107.400000 sec): 3 clusters
  Score: Raw -2088149.797744 + Penalty 3170.559412 = -2084979.238332
  nChanged 226
		SP:Iteration 87Q (13107.660000 sec): 3 clusters
  Score: Raw -2088244.445257 + Penalty 3170.559412 = -2085073.885845
  nChanged 209
		SP:Iteration 88Q (13107.950000 sec): 3 clusters
  Score: Raw -2088322.105105 + Penalty 3170.559412 = -2085151.545692
  nChanged 187
		SP:Iteration 89Q (13108.230000 sec): 3 clusters
  Score: Raw -2088393.749647 + Penalty 3170.559412 = -2085223.190235
  nChanged 174
		SP:Iteration 90Q (13108.450000 sec): 3 clusters
  Score: Raw -2088460.971209 + Penalty 3170.559412 = -2085290.411797
  nChanged 169
		SP:Iteration 91Q (13108.760000 sec): 3 clusters
  Score: Raw -2088526.921516 + Penalty 3170.559412 = -2085356.362104
  nChanged 153
		SP:Iteration 92Q (13108.980000 sec): 3 clusters
  Score: Raw -2088581.804217 + Penalty 3170.559412 = -2085411.244804
  nChanged 133
		SP:Iteration 93Q (13109.280000 sec): 3 clusters
  Score: Raw -2088635.596910 + Penalty 3170.559412 = -2085465.037498
  nChanged 151
		SP:Iteration 94Q (13109.540000 sec): 3 clusters
  Score: Raw -2088704.779129 + Penalty 3170.559412 = -2085534.219716
  nChanged 150
		SP:Iteration 95Q (13109.830000 sec): 3 clusters
  Score: Raw -2088771.447536 + Penalty 3170.559412 = -2085600.888124
  nChanged 134
		SP:Iteration 96Q (13110.040000 sec): 3 clusters
  Score: Raw -2088841.319726 + Penalty 3170.559412 = -2085670.760314
  nChanged 136
		SP:Iteration 97Q (13110.340000 sec): 3 clusters
  Score: Raw -2088908.248158 + Penalty 3170.559412 = -2085737.688746
  nChanged 104
		SP:Iteration 98Q (13110.600000 sec): 3 clusters
  Score: Raw -2088956.201123 + Penalty 3170.559412 = -2085785.641710
  nChanged 105
		SP:Iteration 99Q (13110.900000 sec): 3 clusters
  Score: Raw -2089008.746712 + Penalty 3170.559412 = -2085838.187300
  nChanged 86
		SP:Iteration 100F (13111.200000 sec): 3 clusters
  Score: Raw -2089043.078030 + Penalty 3170.559412 = -2085872.518618
  nChanged 61
		SP:Iteration 101Q (13111.480000 sec): 3 clusters
  Score: Raw -2089065.252815 + Penalty 3170.559412 = -2085894.693402
  nChanged 55
		SP:Iteration 102Q (13111.800000 sec): 3 clusters
  Score: Raw -2089090.659278 + Penalty 3170.559412 = -2085920.099866
  nChanged 51
		SP:Iteration 103Q (13112.080000 sec): 3 clusters
  Score: Raw -2089118.984117 + Penalty 3170.559412 = -2085948.424705
  nChanged 52
		SP:Iteration 104Q (13112.320000 sec): 3 clusters
  Score: Raw -2089143.350443 + Penalty 3170.559412 = -2085972.791031
  nChanged 33
		SP:Iteration 105Q (13112.640000 sec): 3 clusters
  Score: Raw -2089158.119957 + Penalty 3170.559412 = -2085987.560545
  nChanged 34
		SP:Iteration 106Q (13112.860000 sec): 3 clusters
  Score: Raw -2089172.302114 + Penalty 3170.559412 = -2086001.742702
  nChanged 30
		SP:Iteration 107Q (13113.190000 sec): 3 clusters
  Score: Raw -2089186.725656 + Penalty 3170.559412 = -2086016.166243
  nChanged 34
		SP:Iteration 108Q (13113.450000 sec): 3 clusters
  Score: Raw -2089203.282537 + Penalty 3170.559412 = -2086032.723125
  nChanged 30
		SP:Iteration 109Q (13113.720000 sec): 3 clusters
  Score: Raw -2089219.853018 + Penalty 3170.559412 = -2086049.293605
  nChanged 31
		SP:Iteration 110Q (13114.040000 sec): 3 clusters
  Score: Raw -2089235.976096 + Penalty 3170.559412 = -2086065.416684
  nChanged 26
		SP:Iteration 111Q (13114.270000 sec): 3 clusters
  Score: Raw -2089248.256653 + Penalty 3170.559412 = -2086077.697241
  nChanged 21
		SP:Iteration 112Q (13114.510000 sec): 3 clusters
  Score: Raw -2089259.982051 + Penalty 3170.559412 = -2086089.422638
  nChanged 14
		SP:Iteration 113Q (13114.800000 sec): 3 clusters
  Score: Raw -2089266.651924 + Penalty 3170.559412 = -2086096.092512
  nChanged 15
		SP:Iteration 114Q (13115.000000 sec): 3 clusters
  Score: Raw -2089273.588950 + Penalty 3170.559412 = -2086103.029538
  nChanged 16
		SP:Iteration 115Q (13115.220000 sec): 3 clusters
  Score: Raw -2089282.127531 + Penalty 3170.559412 = -2086111.568118
  nChanged 15
		SP:Iteration 116Q (13115.440000 sec): 3 clusters
  Score: Raw -2089289.089947 + Penalty 3170.559412 = -2086118.530535
  nChanged 8
		SP:Iteration 117Q (13115.680000 sec): 3 clusters
  Score: Raw -2089292.256162 + Penalty 3170.559412 = -2086121.696749
  nChanged 7
		SP:Iteration 118Q (13115.960000 sec): 3 clusters
  Score: Raw -2089295.038617 + Penalty 3170.559412 = -2086124.479205
  nChanged 5
		SP:Iteration 119Q (13116.190000 sec): 3 clusters
  Score: Raw -2089298.039701 + Penalty 3170.559412 = -2086127.480289
  nChanged 7
		SP:Iteration 120F (13116.480000 sec): 3 clusters
  Score: Raw -2089300.937036 + Penalty 3170.559412 = -2086130.377624
  nChanged 2
		SP:Iteration 121Q (13116.700000 sec): 3 clusters
  Score: Raw -2089301.568103 + Penalty 3170.559412 = -2086131.008690
  nChanged 0
		SP:Iteration 122F (13116.980000 sec): 3 clusters
  Score: Raw -2089301.568103 + Penalty 3170.559412 = -2086131.008690
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 40 (260871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13118.020000 sec): 2 clusters
  Score: Raw -27734045.251946 + Penalty 2026.664463 = -27732018.587483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13119.420000 sec): 3 clusters
  Score: Raw -27560207.782188 + Penalty 4053.328926 = -27556154.453262
  nChanged 126773
		SP:Iteration 1F (13120.720000 sec): 3 clusters
  Score: Raw -27638510.489548 + Penalty 4053.328926 = -27634457.160622
  nChanged 11098
		SP:Iteration 2Q (13122.100000 sec): 3 clusters
  Score: Raw -27642857.338765 + Penalty 4053.328926 = -27638804.009838
  nChanged 12685
		SP:Iteration 3Q (13123.480000 sec): 3 clusters
  Score: Raw -27648680.896922 + Penalty 4053.328926 = -27644627.567996
  nChanged 14393
		SP:Iteration 4F (13124.850000 sec): 3 clusters
  Score: Raw -27655698.690028 + Penalty 4053.328926 = -27651645.361102
  nChanged 15122
		SP:Iteration 5F (13126.320000 sec): 3 clusters
  Score: Raw -27663015.133591 + Penalty 4053.328926 = -27658961.804664
  nChanged 14613
		SP:Iteration 6F (13127.740000 sec): 3 clusters
  Score: Raw -27669896.974201 + Penalty 4053.328926 = -27665843.645275
  nChanged 13714
		SP:Iteration 7F (13129.140000 sec): 3 clusters
  Score: Raw -27676463.620747 + Penalty 4053.328926 = -27672410.291821
  nChanged 12561
		SP:Iteration 8Q (13130.730000 sec): 3 clusters
  Score: Raw -27682635.215668 + Penalty 4053.328926 = -27678581.886742
  nChanged 11286
		SP:Iteration 9Q (13132.310000 sec): 3 clusters
  Score: Raw -27688241.142078 + Penalty 4053.328926 = -27684187.813152
  nChanged 10126
		SP:Iteration 10Q (13133.720000 sec): 3 clusters
  Score: Raw -27692893.618025 + Penalty 4053.328926 = -27688840.289099
  nChanged 8635
		SP:Iteration 11Q (13135.210000 sec): 3 clusters
  Score: Raw -27696242.389562 + Penalty 4053.328926 = -27692189.060636
  nChanged 7041
		SP:Iteration 12Q (13136.670000 sec): 3 clusters
  Score: Raw -27698415.323892 + Penalty 4053.328926 = -27694361.994966
  nChanged 5225
		SP:Iteration 13Q (13138.150000 sec): 3 clusters
  Score: Raw -27699667.872182 + Penalty 4053.328926 = -27695614.543256
  nChanged 4060
		SP:Iteration 14Q (13139.600000 sec): 3 clusters
  Score: Raw -27700553.619754 + Penalty 4053.328926 = -27696500.290828
  nChanged 3486
		SP:Iteration 15Q (13141.080000 sec): 3 clusters
  Score: Raw -27701294.086804 + Penalty 4053.328926 = -27697240.757878
  nChanged 3308
		SP:Iteration 16Q (13142.440000 sec): 3 clusters
  Score: Raw -27702016.127132 + Penalty 4053.328926 = -27697962.798206
  nChanged 3353
		SP:Iteration 17Q (13143.760000 sec): 3 clusters
  Score: Raw -27702771.582618 + Penalty 4053.328926 = -27698718.253691
  nChanged 3446
		SP:Iteration 18Q (13145.060000 sec): 3 clusters
  Score: Raw -27703564.722149 + Penalty 4053.328926 = -27699511.393223
  nChanged 3496
		SP:Iteration 19Q (13146.390000 sec): 3 clusters
  Score: Raw -27704381.506186 + Penalty 4053.328926 = -27700328.177259
  nChanged 3686
		SP:Iteration 20F (13147.750000 sec): 3 clusters
  Score: Raw -27705277.044233 + Penalty 4053.328926 = -27701223.715307
  nChanged 3927
		SP:Iteration 21Q (13149.140000 sec): 3 clusters
  Score: Raw -27706265.377538 + Penalty 4053.328926 = -27702212.048612
  nChanged 4176
		SP:Iteration 22Q (13150.490000 sec): 3 clusters
  Score: Raw -27707367.108218 + Penalty 4053.328926 = -27703313.779292
  nChanged 4391
		SP:Iteration 23Q (13151.900000 sec): 3 clusters
  Score: Raw -27708589.580409 + Penalty 4053.328926 = -27704536.251483
  nChanged 4621
		SP:Iteration 24Q (13153.210000 sec): 3 clusters
  Score: Raw -27709953.243043 + Penalty 4053.328926 = -27705899.914117
  nChanged 4841
		SP:Iteration 25Q (13154.420000 sec): 3 clusters
  Score: Raw -27711460.421117 + Penalty 4053.328926 = -27707407.092191
  nChanged 4978
		SP:Iteration 26Q (13155.710000 sec): 3 clusters
  Score: Raw -27713136.261738 + Penalty 4053.328926 = -27709082.932812
  nChanged 5124
		SP:Iteration 27Q (13156.960000 sec): 3 clusters
  Score: Raw -27714991.832240 + Penalty 4053.328926 = -27710938.503314
  nChanged 5158
		SP:Iteration 28Q (13158.210000 sec): 3 clusters
  Score: Raw -27716998.873141 + Penalty 4053.328926 = -27712945.544215
  nChanged 5214
		SP:Iteration 29Q (13159.520000 sec): 3 clusters
  Score: Raw -27719191.568329 + Penalty 4053.328926 = -27715138.239403
  nChanged 5226
		SP:Iteration 30Q (13160.820000 sec): 3 clusters
  Score: Raw -27721547.569003 + Penalty 4053.328926 = -27717494.240077
  nChanged 5144
		SP:Iteration 31Q (13162.150000 sec): 3 clusters
  Score: Raw -27724003.391730 + Penalty 4053.328926 = -27719950.062803
  nChanged 4903
		SP:Iteration 32Q (13163.450000 sec): 3 clusters
  Score: Raw -27726428.881367 + Penalty 4053.328926 = -27722375.552441
  nChanged 4480
		SP:Iteration 33Q (13164.770000 sec): 3 clusters
  Score: Raw -27728652.716887 + Penalty 4053.328926 = -27724599.387961
  nChanged 3834
		SP:Iteration 34Q (13165.960000 sec): 3 clusters
  Score: Raw -27730444.867012 + Penalty 4053.328926 = -27726391.538086
  nChanged 3159
		SP:Iteration 35Q (13167.190000 sec): 3 clusters
  Score: Raw -27731853.783654 + Penalty 4053.328926 = -27727800.454728
  nChanged 2630
		SP:Iteration 36Q (13168.380000 sec): 3 clusters
  Score: Raw -27733007.922799 + Penalty 4053.328926 = -27728954.593873
  nChanged 2167
		SP:Iteration 37Q (13169.580000 sec): 3 clusters
  Score: Raw -27733912.839466 + Penalty 4053.328926 = -27729859.510540
  nChanged 1663
		SP:Iteration 38Q (13170.780000 sec): 3 clusters
  Score: Raw -27734564.863521 + Penalty 4053.328926 = -27730511.534595
  nChanged 1239
		SP:Iteration 39Q (13172.060000 sec): 3 clusters
  Score: Raw -27735018.306638 + Penalty 4053.328926 = -27730964.977712
  nChanged 906
		SP:Iteration 40F (13173.500000 sec): 3 clusters
  Score: Raw -27735463.575743 + Penalty 4053.328926 = -27731410.246817
  nChanged 834
		SP:Iteration 41Q (13174.780000 sec): 3 clusters
  Score: Raw -27735776.868392 + Penalty 4053.328926 = -27731723.539466
  nChanged 647
		SP:Iteration 42Q (13176.080000 sec): 3 clusters
  Score: Raw -27735976.758572 + Penalty 4053.328926 = -27731923.429646
  nChanged 497
		SP:Iteration 43Q (13177.260000 sec): 3 clusters
  Score: Raw -27736109.467421 + Penalty 4053.328926 = -27732056.138495
  nChanged 410
		SP:Iteration 44Q (13178.480000 sec): 3 clusters
  Score: Raw -27736211.514336 + Penalty 4053.328926 = -27732158.185410
  nChanged 335
		SP:Iteration 45Q (13179.670000 sec): 3 clusters
  Score: Raw -27736292.395971 + Penalty 4053.328926 = -27732239.067044
  nChanged 282
		SP:Iteration 46Q (13181.010000 sec): 3 clusters
  Score: Raw -27736351.468602 + Penalty 4053.328926 = -27732298.139676
  nChanged 202
		SP:Iteration 47Q (13182.290000 sec): 3 clusters
  Score: Raw -27736390.348570 + Penalty 4053.328926 = -27732337.019644
  nChanged 184
		SP:Iteration 48Q (13183.540000 sec): 3 clusters
  Score: Raw -27736427.539852 + Penalty 4053.328926 = -27732374.210926
  nChanged 177
		SP:Iteration 49Q (13184.800000 sec): 3 clusters
  Score: Raw -27736462.911131 + Penalty 4053.328926 = -27732409.582205
  nChanged 161
		SP:Iteration 50Q (13186.110000 sec): 3 clusters
  Score: Raw -27736493.863624 + Penalty 4053.328926 = -27732440.534697
  nChanged 141
		SP:Iteration 51Q (13187.240000 sec): 3 clusters
  Score: Raw -27736523.264360 + Penalty 4053.328926 = -27732469.935434
  nChanged 154
		SP:Iteration 52Q (13188.450000 sec): 3 clusters
  Score: Raw -27736552.927913 + Penalty 4053.328926 = -27732499.598987
  nChanged 144
		SP:Iteration 53Q (13189.680000 sec): 3 clusters
  Score: Raw -27736576.941796 + Penalty 4053.328926 = -27732523.612870
  nChanged 113
		SP:Iteration 54Q (13190.780000 sec): 3 clusters
  Score: Raw -27736595.940164 + Penalty 4053.328926 = -27732542.611238
  nChanged 102
		SP:Iteration 55Q (13191.950000 sec): 3 clusters
  Score: Raw -27736610.702593 + Penalty 4053.328926 = -27732557.373667
  nChanged 85
		SP:Iteration 56Q (13193.020000 sec): 3 clusters
  Score: Raw -27736624.521801 + Penalty 4053.328926 = -27732571.192875
  nChanged 91
		SP:Iteration 57Q (13194.320000 sec): 3 clusters
  Score: Raw -27736636.447329 + Penalty 4053.328926 = -27732583.118403
  nChanged 66
		SP:Iteration 58Q (13195.620000 sec): 3 clusters
  Score: Raw -27736644.001507 + Penalty 4053.328926 = -27732590.672581
  nChanged 48
		SP:Iteration 59Q (13197.020000 sec): 3 clusters
  Score: Raw -27736648.800873 + Penalty 4053.328926 = -27732595.471947
  nChanged 27
		SP:Iteration 60F (13198.550000 sec): 3 clusters
  Score: Raw -27736651.240565 + Penalty 4053.328926 = -27732597.911639
  nChanged 19
		SP:Iteration 61Q (13199.640000 sec): 3 clusters
  Score: Raw -27736652.701481 + Penalty 4053.328926 = -27732599.372555
  nChanged 22
		SP:Iteration 62Q (13200.850000 sec): 3 clusters
  Score: Raw -27736654.399651 + Penalty 4053.328926 = -27732601.070725
  nChanged 23
		SP:Iteration 63Q (13202.240000 sec): 3 clusters
  Score: Raw -27736656.022313 + Penalty 4053.328926 = -27732602.693387
  nChanged 19
		SP:Iteration 64Q (13203.480000 sec): 3 clusters
  Score: Raw -27736657.384017 + Penalty 4053.328926 = -27732604.055091
  nChanged 13
		SP:Iteration 65Q (13204.780000 sec): 3 clusters
  Score: Raw -27736658.640695 + Penalty 4053.328926 = -27732605.311768
  nChanged 12
		SP:Iteration 66Q (13206.010000 sec): 3 clusters
  Score: Raw -27736659.453825 + Penalty 4053.328926 = -27732606.124899
  nChanged 13
		SP:Iteration 67Q (13207.150000 sec): 3 clusters
  Score: Raw -27736660.659476 + Penalty 4053.328926 = -27732607.330550
  nChanged 16
		SP:Iteration 68Q (13208.220000 sec): 3 clusters
  Score: Raw -27736662.038861 + Penalty 4053.328926 = -27732608.709935
  nChanged 19
		SP:Iteration 69Q (13209.310000 sec): 3 clusters
  Score: Raw -27736663.577478 + Penalty 4053.328926 = -27732610.248552
  nChanged 15
		SP:Iteration 70Q (13210.370000 sec): 3 clusters
  Score: Raw -27736664.376748 + Penalty 4053.328926 = -27732611.047822
  nChanged 14
		SP:Iteration 71Q (13211.410000 sec): 3 clusters
  Score: Raw -27736665.285102 + Penalty 4053.328926 = -27732611.956176
  nChanged 13
		SP:Iteration 72Q (13212.530000 sec): 3 clusters
  Score: Raw -27736666.333020 + Penalty 4053.328926 = -27732613.004094
  nChanged 13
		SP:Iteration 73Q (13213.650000 sec): 3 clusters
  Score: Raw -27736667.360769 + Penalty 4053.328926 = -27732614.031843
  nChanged 11
		SP:Iteration 74Q (13214.770000 sec): 3 clusters
  Score: Raw -27736667.886364 + Penalty 4053.328926 = -27732614.557438
  nChanged 5
		SP:Iteration 75Q (13215.890000 sec): 3 clusters
  Score: Raw -27736668.210923 + Penalty 4053.328926 = -27732614.881996
  nChanged 4
		SP:Iteration 76Q (13217.090000 sec): 3 clusters
  Score: Raw -27736668.421885 + Penalty 4053.328926 = -27732615.092959
  nChanged 7
		SP:Iteration 77Q (13218.320000 sec): 3 clusters
  Score: Raw -27736668.867771 + Penalty 4053.328926 = -27732615.538845
  nChanged 4
		SP:Iteration 78Q (13219.500000 sec): 3 clusters
  Score: Raw -27736669.154415 + Penalty 4053.328926 = -27732615.825489
  nChanged 4
		SP:Iteration 79Q (13220.690000 sec): 3 clusters
  Score: Raw -27736669.433280 + Penalty 4053.328926 = -27732616.104354
  nChanged 2
		SP:Iteration 80F (13221.970000 sec): 3 clusters
  Score: Raw -27736669.544922 + Penalty 4053.328926 = -27732616.215996
  nChanged 3
		SP:Iteration 81Q (13223.170000 sec): 3 clusters
  Score: Raw -27736669.700595 + Penalty 4053.328926 = -27732616.371669
  nChanged 2
		SP:Iteration 82Q (13224.380000 sec): 3 clusters
  Score: Raw -27736669.791839 + Penalty 4053.328926 = -27732616.462913
  nChanged 2
		SP:Iteration 83Q (13225.520000 sec): 3 clusters
  Score: Raw -27736669.834061 + Penalty 4053.328926 = -27732616.505135
  nChanged 0
		SP:Iteration 84F (13226.750000 sec): 3 clusters
  Score: Raw -27736669.834061 + Penalty 4053.328926 = -27732616.505135
  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 11.19 GB.

 Trying to split cluster 41 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13226.980000 sec): 2 clusters
  Score: Raw -59141.320806 + Penalty 1013.727752 = -58127.593054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13227.190000 sec): 3 clusters
  Score: Raw -59113.261439 + Penalty 2027.455503 = -57085.805936
  nChanged 116
		SP:Iteration 1F (13227.380000 sec): 3 clusters
  Score: Raw -59278.769990 + Penalty 2027.455503 = -57251.314487
  nChanged 57
		SP:Iteration 2F (13227.590000 sec): 3 clusters
  Score: Raw -59440.190399 + Penalty 2027.455503 = -57412.734895
  nChanged 47
		SP:Iteration 3F (13227.800000 sec): 3 clusters
  Score: Raw -59659.580032 + Penalty 2027.455503 = -57632.124529
  nChanged 46
		SP:Iteration 4F (13228.000000 sec): 3 clusters
  Score: Raw -59824.862845 + Penalty 2027.455503 = -57797.407342
  nChanged 29
		SP:Iteration 5F (13228.250000 sec): 3 clusters
  Score: Raw -59947.598161 + Penalty 2027.455503 = -57920.142658
  nChanged 12
		SP:Iteration 6Q (13228.440000 sec): 3 clusters
  Score: Raw -60003.944250 + Penalty 2027.455503 = -57976.488747
  nChanged 9
		SP:Iteration 7Q (13228.610000 sec): 3 clusters
  Score: Raw -60034.309461 + Penalty 2027.455503 = -58006.853958
  nChanged 6
		SP:Iteration 8Q (13228.790000 sec): 3 clusters
  Score: Raw -60052.338073 + Penalty 2027.455503 = -58024.882570
  nChanged 7
		SP:Iteration 9Q (13229.050000 sec): 3 clusters
  Score: Raw -60082.320487 + Penalty 2027.455503 = -58054.864984
  nChanged 4
		SP:Iteration 10Q (13229.210000 sec): 3 clusters
  Score: Raw -60095.728218 + Penalty 2027.455503 = -58068.272715
  nChanged 1
		SP:Iteration 11Q (13229.420000 sec): 3 clusters
  Score: Raw -60099.423702 + Penalty 2027.455503 = -58071.968199
  nChanged 0
		SP:Iteration 12F (13229.690000 sec): 3 clusters
  Score: Raw -60099.423702 + Penalty 2027.455503 = -58071.968199
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 42 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13229.810000 sec): 2 clusters
  Score: Raw -26429.609515 + Penalty 903.610765 = -25525.998750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13230.020000 sec): 3 clusters
  Score: Raw -26483.445142 + Penalty 1807.221530 = -24676.223612
  nChanged 36
		SP:Iteration 1F (13230.270000 sec): 3 clusters
  Score: Raw -26565.650562 + Penalty 1807.221530 = -24758.429032
  nChanged 11
		SP:Iteration 2Q (13230.500000 sec): 3 clusters
  Score: Raw -26609.368138 + Penalty 1807.221530 = -24802.146608
  nChanged 7
		SP:Iteration 3Q (13230.730000 sec): 3 clusters
  Score: Raw -26627.073752 + Penalty 1807.221530 = -24819.852222
  nChanged 3
		SP:Iteration 4Q (13230.940000 sec): 3 clusters
  Score: Raw -26633.577090 + Penalty 1807.221530 = -24826.355560
  nChanged 0
		SP:Iteration 5F (13231.150000 sec): 3 clusters
  Score: Raw -26633.577090 + Penalty 1807.221530 = -24826.355560
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 43 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13231.230000 sec): 2 clusters
  Score: Raw -10183.494589 + Penalty 805.321897 = -9378.172692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13231.420000 sec): 3 clusters
  Score: Raw -10375.405007 + Penalty 1610.643794 = -8764.761213
  nChanged 15
		SP:Iteration 1F (13231.580000 sec): 3 clusters
  Score: Raw -10479.193258 + Penalty 1610.643794 = -8868.549464
  nChanged 5
		SP:Iteration 2Q (13231.740000 sec): 3 clusters
  Score: Raw -10510.864490 + Penalty 1610.643794 = -8900.220697
  nChanged 0
		SP:Iteration 3F (13231.900000 sec): 3 clusters
  Score: Raw -10510.864490 + Penalty 1610.643794 = -8900.220697
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 44 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13231.990000 sec): 2 clusters
  Score: Raw -64845.697227 + Penalty 1029.446316 = -63816.250912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13232.160000 sec): 3 clusters
  Score: Raw -64758.304269 + Penalty 2058.892632 = -62699.411637
  nChanged 153
		SP:Iteration 1F (13232.300000 sec): 3 clusters
  Score: Raw -64978.456942 + Penalty 2058.892632 = -62919.564310
  nChanged 40
		SP:Iteration 2F (13232.490000 sec): 3 clusters
  Score: Raw -65094.348746 + Penalty 2058.892632 = -63035.456115
  nChanged 36
		SP:Iteration 3F (13232.660000 sec): 3 clusters
  Score: Raw -65217.272680 + Penalty 2058.892632 = -63158.380048
  nChanged 21
		SP:Iteration 4Q (13232.870000 sec): 3 clusters
  Score: Raw -65263.416291 + Penalty 2058.892632 = -63204.523659
  nChanged 15
		SP:Iteration 5Q (13233.010000 sec): 3 clusters
  Score: Raw -65291.419243 + Penalty 2058.892632 = -63232.526611
  nChanged 9
		SP:Iteration 6Q (13233.220000 sec): 3 clusters
  Score: Raw -65309.789253 + Penalty 2058.892632 = -63250.896622
  nChanged 8
		SP:Iteration 7Q (13233.390000 sec): 3 clusters
  Score: Raw -65329.041379 + Penalty 2058.892632 = -63270.148747
  nChanged 10
		SP:Iteration 8Q (13233.560000 sec): 3 clusters
  Score: Raw -65353.503357 + Penalty 2058.892632 = -63294.610725
  nChanged 7
		SP:Iteration 9Q (13233.790000 sec): 3 clusters
  Score: Raw -65389.265561 + Penalty 2058.892632 = -63330.372930
  nChanged 15
		SP:Iteration 10Q (13233.980000 sec): 3 clusters
  Score: Raw -65482.244732 + Penalty 2058.892632 = -63423.352100
  nChanged 23
		SP:Iteration 11Q (13234.180000 sec): 3 clusters
  Score: Raw -65784.324275 + Penalty 2058.892632 = -63725.431644
  nChanged 14
		SP:Iteration 12Q (13234.290000 sec): 3 clusters
  Score: Raw -66341.418017 + Penalty 2058.892632 = -64282.525385
  nChanged 22
		SP:Iteration 13Q (13234.470000 sec): 3 clusters
  Score: Raw -66409.580772 + Penalty 2058.892632 = -64350.688141
  nChanged 9
		SP:Iteration 14Q (13234.660000 sec): 3 clusters
  Score: Raw -66439.291950 + Penalty 2058.892632 = -64380.399319
  nChanged 7
		SP:Iteration 15Q (13234.840000 sec): 3 clusters
  Score: Raw -66467.157457 + Penalty 2058.892632 = -64408.264825
  nChanged 3
		SP:Iteration 16Q (13235.000000 sec): 3 clusters
  Score: Raw -66479.242443 + Penalty 2058.892632 = -64420.349811
  nChanged 3
		SP:Iteration 17Q (13235.170000 sec): 3 clusters
  Score: Raw -66488.126665 + Penalty 2058.892632 = -64429.234033
  nChanged 3
		SP:Iteration 18Q (13235.400000 sec): 3 clusters
  Score: Raw -66499.266647 + Penalty 2058.892632 = -64440.374015
  nChanged 0
		SP:Iteration 19F (13235.560000 sec): 3 clusters
  Score: Raw -66502.228027 + Penalty 2058.892632 = -64443.335396
  nChanged 5
		SP:Iteration 20F (13235.730000 sec): 3 clusters
  Score: Raw -66528.443280 + Penalty 2058.892632 = -64469.550648
  nChanged 3
		SP:Iteration 21Q (13235.960000 sec): 3 clusters
  Score: Raw -66544.419604 + Penalty 2058.892632 = -64485.526972
  nChanged 4
		SP:Iteration 22Q (13236.090000 sec): 3 clusters
  Score: Raw -66562.598977 + Penalty 2058.892632 = -64503.706345
  nChanged 4
		SP:Iteration 23Q (13236.300000 sec): 3 clusters
  Score: Raw -66580.522511 + Penalty 2058.892632 = -64521.629880
  nChanged 4
		SP:Iteration 24Q (13236.460000 sec): 3 clusters
  Score: Raw -66602.100553 + Penalty 2058.892632 = -64543.207921
  nChanged 3
		SP:Iteration 25Q (13236.670000 sec): 3 clusters
  Score: Raw -66615.813330 + Penalty 2058.892632 = -64556.920698
  nChanged 2
		SP:Iteration 26Q (13236.880000 sec): 3 clusters
  Score: Raw -66630.628278 + Penalty 2058.892632 = -64571.735646
  nChanged 2
		SP:Iteration 27Q (13237.080000 sec): 3 clusters
  Score: Raw -66645.752210 + Penalty 2058.892632 = -64586.859578
  nChanged 0
		SP:Iteration 28F (13237.220000 sec): 3 clusters
  Score: Raw -66645.752210 + Penalty 2058.892632 = -64586.859578
  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 11.19 GB.

 Trying to split cluster 45 (596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13237.350000 sec): 2 clusters
  Score: Raw -59148.286718 + Penalty 1038.414108 = -58109.872610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13237.590000 sec): 3 clusters
  Score: Raw -59088.269029 + Penalty 2076.828217 = -57011.440813
  nChanged 153
		SP:Iteration 1F (13237.790000 sec): 3 clusters
  Score: Raw -59306.794088 + Penalty 2076.828217 = -57229.965871
  nChanged 32
		SP:Iteration 2F (13237.970000 sec): 3 clusters
  Score: Raw -59360.057542 + Penalty 2076.828217 = -57283.229325
  nChanged 15
		SP:Iteration 3Q (13238.140000 sec): 3 clusters
  Score: Raw -59383.264750 + Penalty 2076.828217 = -57306.436533
  nChanged 10
		SP:Iteration 4Q (13238.330000 sec): 3 clusters
  Score: Raw -59396.184757 + Penalty 2076.828217 = -57319.356540
  nChanged 10
		SP:Iteration 5Q (13238.560000 sec): 3 clusters
  Score: Raw -59414.144543 + Penalty 2076.828217 = -57337.316326
  nChanged 13
		SP:Iteration 6Q (13238.720000 sec): 3 clusters
  Score: Raw -59448.006644 + Penalty 2076.828217 = -57371.178427
  nChanged 12
		SP:Iteration 7Q (13238.900000 sec): 3 clusters
  Score: Raw -59476.155634 + Penalty 2076.828217 = -57399.327417
  nChanged 8
		SP:Iteration 8Q (13239.100000 sec): 3 clusters
  Score: Raw -59489.499815 + Penalty 2076.828217 = -57412.671598
  nChanged 6
		SP:Iteration 9Q (13239.300000 sec): 3 clusters
  Score: Raw -59498.886520 + Penalty 2076.828217 = -57422.058303
  nChanged 4
		SP:Iteration 10Q (13239.480000 sec): 3 clusters
  Score: Raw -59503.503439 + Penalty 2076.828217 = -57426.675222
  nChanged 1
		SP:Iteration 11Q (13239.680000 sec): 3 clusters
  Score: Raw -59505.439244 + Penalty 2076.828217 = -57428.611027
  nChanged 0
		SP:Iteration 12F (13239.840000 sec): 3 clusters
  Score: Raw -59505.439244 + Penalty 2076.828217 = -57428.611027
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 46 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13239.970000 sec): 2 clusters
  Score: Raw -13500.312183 + Penalty 794.681733 = -12705.630450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13240.180000 sec): 3 clusters
  Score: Raw -13715.798653 + Penalty 1589.363467 = -12126.435186
  nChanged 19
		SP:Iteration 1F (13240.360000 sec): 3 clusters
  Score: Raw -13790.478569 + Penalty 1589.363467 = -12201.115102
  nChanged 2
		SP:Iteration 2Q (13240.560000 sec): 3 clusters
  Score: Raw -13795.615417 + Penalty 1589.363467 = -12206.251951
  nChanged 0
		SP:Iteration 3F (13240.780000 sec): 3 clusters
  Score: Raw -13795.615417 + Penalty 1589.363467 = -12206.251951
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 47 (415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13240.880000 sec): 2 clusters
  Score: Raw -47506.304255 + Penalty 979.595260 = -46526.708996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13241.020000 sec): 3 clusters
  Score: Raw -47476.139012 + Penalty 1959.190519 = -45516.948493
  nChanged 85
		SP:Iteration 1F (13241.210000 sec): 3 clusters
  Score: Raw -47617.795792 + Penalty 1959.190519 = -45658.605273
  nChanged 23
		SP:Iteration 2F (13241.380000 sec): 3 clusters
  Score: Raw -47674.519082 + Penalty 1959.190519 = -45715.328563
  nChanged 17
		SP:Iteration 3Q (13241.530000 sec): 3 clusters
  Score: Raw -47715.860447 + Penalty 1959.190519 = -45756.669928
  nChanged 17
		SP:Iteration 4Q (13241.670000 sec): 3 clusters
  Score: Raw -47758.445504 + Penalty 1959.190519 = -45799.254985
  nChanged 18
		SP:Iteration 5Q (13241.820000 sec): 3 clusters
  Score: Raw -47816.813687 + Penalty 1959.190519 = -45857.623168
  nChanged 16
		SP:Iteration 6Q (13242.020000 sec): 3 clusters
  Score: Raw -47866.550531 + Penalty 1959.190519 = -45907.360012
  nChanged 20
		SP:Iteration 7Q (13242.160000 sec): 3 clusters
  Score: Raw -47947.939593 + Penalty 1959.190519 = -45988.749074
  nChanged 25
		SP:Iteration 8F (13242.330000 sec): 3 clusters
  Score: Raw -48100.970026 + Penalty 1959.190519 = -46141.779507
  nChanged 25
		SP:Iteration 9F (13242.570000 sec): 3 clusters
  Score: Raw -48321.219957 + Penalty 1959.190519 = -46362.029438
  nChanged 23
		SP:Iteration 10F (13242.760000 sec): 3 clusters
  Score: Raw -48672.402245 + Penalty 1959.190519 = -46713.211726
  nChanged 11
		SP:Iteration 11Q (13242.930000 sec): 3 clusters
  Score: Raw -49449.954409 + Penalty 1959.190519 = -47490.763890
  nChanged 9
		SP:Iteration 12Q (13243.080000 sec): 3 clusters
  Score: Raw -49609.830430 + Penalty 1959.190519 = -47650.639911
  nChanged 4
		SP:Iteration 13Q (13243.230000 sec): 3 clusters
  Score: Raw -49667.968662 + Penalty 1959.190519 = -47708.778143
  nChanged 2
		SP:Iteration 14Q (13243.370000 sec): 3 clusters
  Score: Raw -49727.479320 + Penalty 1959.190519 = -47768.288801
  nChanged 0
		SP:Iteration 15F (13243.510000 sec): 3 clusters
  Score: Raw -49727.479320 + Penalty 1959.190519 = -47768.288801
  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 11.19 GB.

 Trying to split cluster 48 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13243.640000 sec): 2 clusters
  Score: Raw -33884.438347 + Penalty 942.352556 = -32942.085791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13243.860000 sec): 3 clusters
  Score: Raw -33941.919152 + Penalty 1884.705113 = -32057.214039
  nChanged 64
		SP:Iteration 1F (13244.040000 sec): 3 clusters
  Score: Raw -34093.610242 + Penalty 1884.705113 = -32208.905129
  nChanged 17
		SP:Iteration 2F (13244.180000 sec): 3 clusters
  Score: Raw -34148.932252 + Penalty 1884.705113 = -32264.227139
  nChanged 10
		SP:Iteration 3Q (13244.380000 sec): 3 clusters
  Score: Raw -34193.869791 + Penalty 1884.705113 = -32309.164678
  nChanged 6
		SP:Iteration 4Q (13244.550000 sec): 3 clusters
  Score: Raw -34215.564284 + Penalty 1884.705113 = -32330.859171
  nChanged 4
		SP:Iteration 5Q (13244.700000 sec): 3 clusters
  Score: Raw -34228.723731 + Penalty 1884.705113 = -32344.018618
  nChanged 2
		SP:Iteration 6Q (13244.940000 sec): 3 clusters
  Score: Raw -34232.082681 + Penalty 1884.705113 = -32347.377568
  nChanged 1
		SP:Iteration 7Q (13245.120000 sec): 3 clusters
  Score: Raw -34236.280231 + Penalty 1884.705113 = -32351.575118
  nChanged 1
		SP:Iteration 8Q (13245.310000 sec): 3 clusters
  Score: Raw -34242.959866 + Penalty 1884.705113 = -32358.254753
  nChanged 4
		SP:Iteration 9Q (13245.450000 sec): 3 clusters
  Score: Raw -34256.178849 + Penalty 1884.705113 = -32371.473736
  nChanged 3
		SP:Iteration 10Q (13245.690000 sec): 3 clusters
  Score: Raw -34268.551665 + Penalty 1884.705113 = -32383.846553
  nChanged 2
		SP:Iteration 11Q (13245.880000 sec): 3 clusters
  Score: Raw -34273.141090 + Penalty 1884.705113 = -32388.435978
  nChanged 3
		SP:Iteration 12Q (13246.050000 sec): 3 clusters
  Score: Raw -34281.959289 + Penalty 1884.705113 = -32397.254176
  nChanged 1
		SP:Iteration 13Q (13246.280000 sec): 3 clusters
  Score: Raw -34285.155447 + Penalty 1884.705113 = -32400.450334
  nChanged 1
		SP:Iteration 14Q (13246.470000 sec): 3 clusters
  Score: Raw -34286.258334 + Penalty 1884.705113 = -32401.553222
  nChanged 1
		SP:Iteration 15Q (13246.660000 sec): 3 clusters
  Score: Raw -34292.050261 + Penalty 1884.705113 = -32407.345149
  nChanged 3
		SP:Iteration 16Q (13246.830000 sec): 3 clusters
  Score: Raw -34304.163829 + Penalty 1884.705113 = -32419.458717
  nChanged 2
		SP:Iteration 17Q (13247.020000 sec): 3 clusters
  Score: Raw -34324.221928 + Penalty 1884.705113 = -32439.516815
  nChanged 7
		SP:Iteration 18Q (13247.220000 sec): 3 clusters
  Score: Raw -34365.148294 + Penalty 1884.705113 = -32480.443182
  nChanged 4
		SP:Iteration 19Q (13247.380000 sec): 3 clusters
  Score: Raw -34391.604189 + Penalty 1884.705113 = -32506.899076
  nChanged 6
		SP:Iteration 20F (13247.620000 sec): 3 clusters
  Score: Raw -34488.207170 + Penalty 1884.705113 = -32603.502058
  nChanged 7
		SP:Iteration 21Q (13247.780000 sec): 3 clusters
  Score: Raw -34653.670379 + Penalty 1884.705113 = -32768.965267
  nChanged 17
		SP:Iteration 22F (13247.930000 sec): 3 clusters
  Score: Raw -34711.767548 + Penalty 1884.705113 = -32827.062435
  nChanged 11
		SP:Iteration 23Q (13248.130000 sec): 3 clusters
  Score: Raw -34788.635965 + Penalty 1884.705113 = -32903.930853
  nChanged 10
		SP:Iteration 24Q (13248.260000 sec): 3 clusters
  Score: Raw -34835.153439 + Penalty 1884.705113 = -32950.448327
  nChanged 1
		SP:Iteration 25Q (13248.460000 sec): 3 clusters
  Score: Raw -34841.611286 + Penalty 1884.705113 = -32956.906173
  nChanged 1
		SP:Iteration 26Q (13248.640000 sec): 3 clusters
  Score: Raw -34846.952409 + Penalty 1884.705113 = -32962.247296
  nChanged 0
		SP:Iteration 27F (13248.780000 sec): 3 clusters
  Score: Raw -34847.633263 + Penalty 1884.705113 = -32962.928150
  nChanged 1
		SP:Iteration 28Q (13248.970000 sec): 3 clusters
  Score: Raw -34864.400557 + Penalty 1884.705113 = -32979.695445
  nChanged 1
		SP:Iteration 29Q (13249.110000 sec): 3 clusters
  Score: Raw -34872.986450 + Penalty 1884.705113 = -32988.281337
  nChanged 3
		SP:Iteration 30Q (13249.290000 sec): 3 clusters
  Score: Raw -34885.216200 + Penalty 1884.705113 = -33000.511087
  nChanged 2
		SP:Iteration 31Q (13249.430000 sec): 3 clusters
  Score: Raw -34890.493122 + Penalty 1884.705113 = -33005.788009
  nChanged 1
		SP:Iteration 32Q (13249.570000 sec): 3 clusters
  Score: Raw -34896.401967 + Penalty 1884.705113 = -33011.696855
  nChanged 1
		SP:Iteration 33Q (13249.760000 sec): 3 clusters
  Score: Raw -34904.333931 + Penalty 1884.705113 = -33019.628818
  nChanged 0
		SP:Iteration 34F (13249.900000 sec): 3 clusters
  Score: Raw -34904.333931 + Penalty 1884.705113 = -33019.628818
  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 11.19 GB.

 Trying to split cluster 49 (310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13250.060000 sec): 2 clusters
  Score: Raw -31928.430559 + Penalty 932.192998 = -30996.237561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13250.210000 sec): 3 clusters
  Score: Raw -31976.464278 + Penalty 1864.385997 = -30112.078281
  nChanged 67
		SP:Iteration 1F (13250.350000 sec): 3 clusters
  Score: Raw -32122.325442 + Penalty 1864.385997 = -30257.939446
  nChanged 14
		SP:Iteration 2Q (13250.500000 sec): 3 clusters
  Score: Raw -32166.380403 + Penalty 1864.385997 = -30301.994407
  nChanged 6
		SP:Iteration 3Q (13250.680000 sec): 3 clusters
  Score: Raw -32178.351882 + Penalty 1864.385997 = -30313.965885
  nChanged 4
		SP:Iteration 4Q (13250.830000 sec): 3 clusters
  Score: Raw -32189.549775 + Penalty 1864.385997 = -30325.163778
  nChanged 3
		SP:Iteration 5Q (13251.010000 sec): 3 clusters
  Score: Raw -32200.180246 + Penalty 1864.385997 = -30335.794250
  nChanged 3
		SP:Iteration 6Q (13251.160000 sec): 3 clusters
  Score: Raw -32205.571470 + Penalty 1864.385997 = -30341.185473
  nChanged 4
		SP:Iteration 7Q (13251.300000 sec): 3 clusters
  Score: Raw -32211.907956 + Penalty 1864.385997 = -30347.521959
  nChanged 1
		SP:Iteration 8Q (13251.440000 sec): 3 clusters
  Score: Raw -32213.415323 + Penalty 1864.385997 = -30349.029327
  nChanged 0
		SP:Iteration 9F (13251.630000 sec): 3 clusters
  Score: Raw -32213.415323 + Penalty 1864.385997 = -30349.029327
  nChanged 0
Deleting Class 44 (123 points): Lose 1139.592679 but Gain 2316.516361
Iteration 139Q (13341.510000 sec): 57 clusters
  Score: Raw -169065271.954260 + Penalty 129724.916225 = -168935547.038034
  nChanged 6203
Deleting Class 47 (149 points): Lose 1190.986901 but Gain 2316.516361
Iteration 140F (13487.270000 sec): 56 clusters
  Score: Raw -169066599.728460 + Penalty 127408.399864 = -168939191.328595
  nChanged 6780
Iteration 141Q (13567.210000 sec): 56 clusters
  Score: Raw -169068055.050772 + Penalty 127408.399864 = -168940646.650907
  nChanged 4673
Iteration 142Q (13657.440000 sec): 56 clusters
  Score: Raw -169068526.345779 + Penalty 127408.399864 = -168941117.945915
  nChanged 3874
Iteration 143Q (13753.440000 sec): 56 clusters
  Score: Raw -169068860.102721 + Penalty 127408.399864 = -168941451.702857
  nChanged 3407
Iteration 144Q (13846.870000 sec): 56 clusters
  Score: Raw -169069118.124967 + Penalty 127408.399864 = -168941709.725103
  nChanged 3199
Iteration 145Q (13940.010000 sec): 56 clusters
  Score: Raw -169069335.621547 + Penalty 127408.399864 = -168941927.221683
  nChanged 2947
Iteration 146Q (14032.220000 sec): 56 clusters
  Score: Raw -169069510.095788 + Penalty 127408.399864 = -168942101.695924
  nChanged 2749
Iteration 147Q (14134.990000 sec): 56 clusters
  Score: Raw -169069704.849638 + Penalty 127408.399864 = -168942296.449774
  nChanged 2576
Iteration 148Q (14230.640000 sec): 56 clusters
  Score: Raw -169069920.138576 + Penalty 127408.399864 = -168942511.738712
  nChanged 2508
Iteration 149Q (14309.530000 sec): 56 clusters
  Score: Raw -169070113.052578 + Penalty 127408.399864 = -168942704.652714
  nChanged 2465
Iteration 150Q (14405.620000 sec): 56 clusters
  Score: Raw -169070242.235663 + Penalty 127408.399864 = -168942833.835799
  nChanged 2350
Iteration 151Q (14494.210000 sec): 56 clusters
  Score: Raw -169070360.090704 + Penalty 127408.399864 = -168942951.690839
  nChanged 2276
Iteration 152Q (14582.670000 sec): 56 clusters
  Score: Raw -169070467.674715 + Penalty 127408.399864 = -168943059.274850
  nChanged 2157
Iteration 153Q (14676.540000 sec): 56 clusters
  Score: Raw -169070560.392932 + Penalty 127408.399864 = -168943151.993067
  nChanged 2016
Iteration 154Q (14767.390000 sec): 56 clusters
  Score: Raw -169070645.819738 + Penalty 127408.399864 = -168943237.419874
  nChanged 1934
Iteration 155Q (14856.770000 sec): 56 clusters
  Score: Raw -169070720.551794 + Penalty 127408.399864 = -168943312.151930
  nChanged 1813
Iteration 156Q (14940.010000 sec): 56 clusters
  Score: Raw -169070788.150627 + Penalty 127408.399864 = -168943379.750763
  nChanged 1718
Iteration 157Q (15029.870000 sec): 56 clusters
  Score: Raw -169070851.925505 + Penalty 127408.399864 = -168943443.525641
  nChanged 1674
Iteration 158Q (15108.230000 sec): 56 clusters
  Score: Raw -169070912.595979 + Penalty 127408.399864 = -168943504.196115
  nChanged 1653
Iteration 159Q (15189.440000 sec): 56 clusters
  Score: Raw -169070970.289934 + Penalty 127408.399864 = -168943561.890070
  nChanged 1601
Iteration 160F (15335.860000 sec): 56 clusters
  Score: Raw -169071030.452976 + Penalty 127408.399864 = -168943622.053112
  nChanged 1522
Iteration 161Q (15426.720000 sec): 56 clusters
  Score: Raw -169071084.996437 + Penalty 127408.399864 = -168943676.596572
  nChanged 1441
Iteration 162Q (15510.420000 sec): 56 clusters
  Score: Raw -169071136.342610 + Penalty 127408.399864 = -168943727.942746
  nChanged 1413
Iteration 163Q (15584.440000 sec): 56 clusters
  Score: Raw -169071184.888939 + Penalty 127408.399864 = -168943776.489075
  nChanged 1427
Iteration 164Q (15673.130000 sec): 56 clusters
  Score: Raw -169071233.020099 + Penalty 127408.399864 = -168943824.620235
  nChanged 1374
Iteration 165Q (15764.910000 sec): 56 clusters
  Score: Raw -169071276.450479 + Penalty 127408.399864 = -168943868.050615
  nChanged 1294
Iteration 166Q (15852.290000 sec): 56 clusters
  Score: Raw -169071315.364343 + Penalty 127408.399864 = -168943906.964479
  nChanged 1206
Iteration 167Q (15945.880000 sec): 56 clusters
  Score: Raw -169071352.983735 + Penalty 127408.399864 = -168943944.583871
  nChanged 1205
Iteration 168Q (16031.880000 sec): 56 clusters
  Score: Raw -169071390.435858 + Penalty 127408.399864 = -168943982.035993
  nChanged 1128
Iteration 169Q (16111.670000 sec): 56 clusters
  Score: Raw -169071423.825296 + Penalty 127408.399864 = -168944015.425432
  nChanged 1087
Iteration 170Q (16197.660000 sec): 56 clusters
  Score: Raw -169071455.987950 + Penalty 127408.399864 = -168944047.588086
  nChanged 1109
Iteration 171Q (16282.490000 sec): 56 clusters
  Score: Raw -169071487.690650 + Penalty 127408.399864 = -168944079.290785
  nChanged 1074
Iteration 172Q (16374.120000 sec): 56 clusters
  Score: Raw -169071517.750683 + Penalty 127408.399864 = -168944109.350818
  nChanged 1058
Iteration 173Q (16466.920000 sec): 56 clusters
  Score: Raw -169071546.357950 + Penalty 127408.399864 = -168944137.958085
  nChanged 992
Iteration 174Q (16559.870000 sec): 56 clusters
  Score: Raw -169071571.686737 + Penalty 127408.399864 = -168944163.286873
  nChanged 967
Iteration 175Q (16644.920000 sec): 56 clusters
  Score: Raw -169071594.870517 + Penalty 127408.399864 = -168944186.470653
  nChanged 948
Iteration 176Q (16720.670000 sec): 56 clusters
  Score: Raw -169071616.784879 + Penalty 127408.399864 = -168944208.385015
  nChanged 903
Iteration 177Q (16805.030000 sec): 56 clusters
  Score: Raw -169071636.865623 + Penalty 127408.399864 = -168944228.465759
  nChanged 849
Iteration 178Q (16897.180000 sec): 56 clusters
  Score: Raw -169071657.274700 + Penalty 127408.399864 = -168944248.874836
  nChanged 870
Writing temp clu file 
Because OldScore, -168944228.465759, is greater than current (better) Score,-168944248.874836 
 Compute initial score before splitting:   Score: Raw -169071657.274700 + Penalty 127408.399864 = -168944248.874836
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (31781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16897.860000 sec): 2 clusters
  Score: Raw -3107773.802372 + Penalty 1684.576385 = -3106089.225987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16898.260000 sec): 3 clusters
  Score: Raw -3088129.914473 + Penalty 3369.152769 = -3084760.761703
  nChanged 14583
		SP:Iteration 1F (16898.620000 sec): 3 clusters
  Score: Raw -3097291.018609 + Penalty 3369.152769 = -3093921.865840
  nChanged 2056
		SP:Iteration 2F (16898.940000 sec): 3 clusters
  Score: Raw -3098460.613526 + Penalty 3369.152769 = -3095091.460757
  nChanged 2183
		SP:Iteration 3F (16899.310000 sec): 3 clusters
  Score: Raw -3099820.353638 + Penalty 3369.152769 = -3096451.200869
  nChanged 2169
		SP:Iteration 4F (16899.720000 sec): 3 clusters
  Score: Raw -3101192.699336 + Penalty 3369.152769 = -3097823.546566
  nChanged 1939
		SP:Iteration 5F (16900.100000 sec): 3 clusters
  Score: Raw -3102425.684325 + Penalty 3369.152769 = -3099056.531556
  nChanged 1634
		SP:Iteration 6F (16900.460000 sec): 3 clusters
  Score: Raw -3103522.613676 + Penalty 3369.152769 = -3100153.460907
  nChanged 1370
		SP:Iteration 7Q (16900.800000 sec): 3 clusters
  Score: Raw -3104438.630243 + Penalty 3369.152769 = -3101069.477474
  nChanged 1132
		SP:Iteration 8Q (16901.190000 sec): 3 clusters
  Score: Raw -3105135.822605 + Penalty 3369.152769 = -3101766.669835
  nChanged 927
		SP:Iteration 9Q (16901.540000 sec): 3 clusters
  Score: Raw -3105667.981069 + Penalty 3369.152769 = -3102298.828299
  nChanged 745
		SP:Iteration 10Q (16901.880000 sec): 3 clusters
  Score: Raw -3106037.922803 + Penalty 3369.152769 = -3102668.770033
  nChanged 598
		SP:Iteration 11Q (16902.180000 sec): 3 clusters
  Score: Raw -3106281.283261 + Penalty 3369.152769 = -3102912.130492
  nChanged 434
		SP:Iteration 12Q (16902.530000 sec): 3 clusters
  Score: Raw -3106418.960866 + Penalty 3369.152769 = -3103049.808096
  nChanged 364
		SP:Iteration 13Q (16902.860000 sec): 3 clusters
  Score: Raw -3106532.182690 + Penalty 3369.152769 = -3103163.029921
  nChanged 323
		SP:Iteration 14Q (16903.240000 sec): 3 clusters
  Score: Raw -3106620.752714 + Penalty 3369.152769 = -3103251.599944
  nChanged 291
		SP:Iteration 15Q (16903.610000 sec): 3 clusters
  Score: Raw -3106699.096196 + Penalty 3369.152769 = -3103329.943426
  nChanged 291
		SP:Iteration 16Q (16903.950000 sec): 3 clusters
  Score: Raw -3106782.576014 + Penalty 3369.152769 = -3103413.423244
  nChanged 254
		SP:Iteration 17Q (16904.320000 sec): 3 clusters
  Score: Raw -3106854.657491 + Penalty 3369.152769 = -3103485.504722
  nChanged 250
		SP:Iteration 18Q (16904.650000 sec): 3 clusters
  Score: Raw -3106921.549174 + Penalty 3369.152769 = -3103552.396404
  nChanged 234
		SP:Iteration 19Q (16904.960000 sec): 3 clusters
  Score: Raw -3106982.746736 + Penalty 3369.152769 = -3103613.593966
  nChanged 254
		SP:Iteration 20F (16905.310000 sec): 3 clusters
  Score: Raw -3107051.009559 + Penalty 3369.152769 = -3103681.856789
  nChanged 235
		SP:Iteration 21Q (16905.690000 sec): 3 clusters
  Score: Raw -3107113.707778 + Penalty 3369.152769 = -3103744.555009
  nChanged 220
		SP:Iteration 22Q (16906.000000 sec): 3 clusters
  Score: Raw -3107169.468618 + Penalty 3369.152769 = -3103800.315848
  nChanged 214
		SP:Iteration 23Q (16906.370000 sec): 3 clusters
  Score: Raw -3107226.678526 + Penalty 3369.152769 = -3103857.525757
  nChanged 207
		SP:Iteration 24Q (16906.650000 sec): 3 clusters
  Score: Raw -3107283.337668 + Penalty 3369.152769 = -3103914.184898
  nChanged 223
		SP:Iteration 25Q (16907.000000 sec): 3 clusters
  Score: Raw -3107348.183942 + Penalty 3369.152769 = -3103979.031172
  nChanged 209
		SP:Iteration 26Q (16907.330000 sec): 3 clusters
  Score: Raw -3107410.038860 + Penalty 3369.152769 = -3104040.886090
  nChanged 224
		SP:Iteration 27Q (16907.690000 sec): 3 clusters
  Score: Raw -3107476.214525 + Penalty 3369.152769 = -3104107.061755
  nChanged 192
		SP:Iteration 28Q (16908.000000 sec): 3 clusters
  Score: Raw -3107531.150700 + Penalty 3369.152769 = -3104161.997931
  nChanged 163
		SP:Iteration 29Q (16908.290000 sec): 3 clusters
  Score: Raw -3107576.665742 + Penalty 3369.152769 = -3104207.512973
  nChanged 165
		SP:Iteration 30Q (16908.670000 sec): 3 clusters
  Score: Raw -3107621.939559 + Penalty 3369.152769 = -3104252.786789
  nChanged 133
		SP:Iteration 31Q (16909.030000 sec): 3 clusters
  Score: Raw -3107655.052135 + Penalty 3369.152769 = -3104285.899366
  nChanged 121
		SP:Iteration 32Q (16909.330000 sec): 3 clusters
  Score: Raw -3107683.805833 + Penalty 3369.152769 = -3104314.653064
  nChanged 103
		SP:Iteration 33Q (16909.690000 sec): 3 clusters
  Score: Raw -3107712.082573 + Penalty 3369.152769 = -3104342.929803
  nChanged 94
		SP:Iteration 34Q (16910.070000 sec): 3 clusters
  Score: Raw -3107735.666506 + Penalty 3369.152769 = -3104366.513737
  nChanged 90
		SP:Iteration 35Q (16910.410000 sec): 3 clusters
  Score: Raw -3107761.148278 + Penalty 3369.152769 = -3104391.995508
  nChanged 88
		SP:Iteration 36Q (16910.750000 sec): 3 clusters
  Score: Raw -3107785.969671 + Penalty 3369.152769 = -3104416.816902
  nChanged 87
		SP:Iteration 37Q (16911.150000 sec): 3 clusters
  Score: Raw -3107813.251084 + Penalty 3369.152769 = -3104444.098315
  nChanged 98
		SP:Iteration 38Q (16911.480000 sec): 3 clusters
  Score: Raw -3107846.290051 + Penalty 3369.152769 = -3104477.137281
  nChanged 94
		SP:Iteration 39Q (16911.860000 sec): 3 clusters
  Score: Raw -3107876.229204 + Penalty 3369.152769 = -3104507.076435
  nChanged 95
		SP:Iteration 40F (16912.210000 sec): 3 clusters
  Score: Raw -3107901.785514 + Penalty 3369.152769 = -3104532.632745
  nChanged 65
		SP:Iteration 41Q (16912.600000 sec): 3 clusters
  Score: Raw -3107920.249705 + Penalty 3369.152769 = -3104551.096936
  nChanged 60
		SP:Iteration 42Q (16912.930000 sec): 3 clusters
  Score: Raw -3107937.847446 + Penalty 3369.152769 = -3104568.694676
  nChanged 54
		SP:Iteration 43Q (16913.250000 sec): 3 clusters
  Score: Raw -3107956.464998 + Penalty 3369.152769 = -3104587.312229
  nChanged 56
		SP:Iteration 44Q (16913.590000 sec): 3 clusters
  Score: Raw -3107975.715515 + Penalty 3369.152769 = -3104606.562746
  nChanged 57
		SP:Iteration 45Q (16913.910000 sec): 3 clusters
  Score: Raw -3107993.580640 + Penalty 3369.152769 = -3104624.427871
  nChanged 47
		SP:Iteration 46Q (16914.280000 sec): 3 clusters
  Score: Raw -3108009.702041 + Penalty 3369.152769 = -3104640.549272
  nChanged 51
		SP:Iteration 47Q (16914.630000 sec): 3 clusters
  Score: Raw -3108025.976005 + Penalty 3369.152769 = -3104656.823235
  nChanged 50
		SP:Iteration 48Q (16914.990000 sec): 3 clusters
  Score: Raw -3108038.790618 + Penalty 3369.152769 = -3104669.637848
  nChanged 41
		SP:Iteration 49Q (16915.350000 sec): 3 clusters
  Score: Raw -3108049.820369 + Penalty 3369.152769 = -3104680.667600
  nChanged 38
		SP:Iteration 50Q (16915.680000 sec): 3 clusters
  Score: Raw -3108064.198293 + Penalty 3369.152769 = -3104695.045524
  nChanged 46
		SP:Iteration 51Q (16916.040000 sec): 3 clusters
  Score: Raw -3108080.497773 + Penalty 3369.152769 = -3104711.345003
  nChanged 47
		SP:Iteration 52Q (16916.450000 sec): 3 clusters
  Score: Raw -3108095.121109 + Penalty 3369.152769 = -3104725.968340
  nChanged 43
		SP:Iteration 53Q (16916.810000 sec): 3 clusters
  Score: Raw -3108108.918526 + Penalty 3369.152769 = -3104739.765757
  nChanged 41
		SP:Iteration 54Q (16917.170000 sec): 3 clusters
  Score: Raw -3108122.080348 + Penalty 3369.152769 = -3104752.927578
  nChanged 34
		SP:Iteration 55Q (16917.500000 sec): 3 clusters
  Score: Raw -3108132.854012 + Penalty 3369.152769 = -3104763.701242
  nChanged 28
		SP:Iteration 56Q (16917.790000 sec): 3 clusters
  Score: Raw -3108144.850823 + Penalty 3369.152769 = -3104775.698054
  nChanged 33
		SP:Iteration 57Q (16918.160000 sec): 3 clusters
  Score: Raw -3108157.070445 + Penalty 3369.152769 = -3104787.917676
  nChanged 29
		SP:Iteration 58Q (16918.470000 sec): 3 clusters
  Score: Raw -3108166.499137 + Penalty 3369.152769 = -3104797.346367
  nChanged 25
		SP:Iteration 59Q (16918.870000 sec): 3 clusters
  Score: Raw -3108174.521737 + Penalty 3369.152769 = -3104805.368967
  nChanged 28
		SP:Iteration 60F (16919.190000 sec): 3 clusters
  Score: Raw -3108184.137381 + Penalty 3369.152769 = -3104814.984611
  nChanged 20
		SP:Iteration 61Q (16919.580000 sec): 3 clusters
  Score: Raw -3108190.431723 + Penalty 3369.152769 = -3104821.278953
  nChanged 18
		SP:Iteration 62Q (16919.920000 sec): 3 clusters
  Score: Raw -3108196.729799 + Penalty 3369.152769 = -3104827.577030
  nChanged 20
		SP:Iteration 63Q (16920.290000 sec): 3 clusters
  Score: Raw -3108207.173572 + Penalty 3369.152769 = -3104838.020802
  nChanged 23
		SP:Iteration 64Q (16920.740000 sec): 3 clusters
  Score: Raw -3108214.674272 + Penalty 3369.152769 = -3104845.521503
  nChanged 13
		SP:Iteration 65Q (16921.040000 sec): 3 clusters
  Score: Raw -3108219.889891 + Penalty 3369.152769 = -3104850.737121
  nChanged 14
		SP:Iteration 66Q (16921.390000 sec): 3 clusters
  Score: Raw -3108225.391641 + Penalty 3369.152769 = -3104856.238871
  nChanged 6
		SP:Iteration 67Q (16921.730000 sec): 3 clusters
  Score: Raw -3108227.087410 + Penalty 3369.152769 = -3104857.934641
  nChanged 4
		SP:Iteration 68Q (16922.040000 sec): 3 clusters
  Score: Raw -3108227.997936 + Penalty 3369.152769 = -3104858.845166
  nChanged 4
		SP:Iteration 69Q (16922.330000 sec): 3 clusters
  Score: Raw -3108229.310394 + Penalty 3369.152769 = -3104860.157624
  nChanged 3
		SP:Iteration 70Q (16922.670000 sec): 3 clusters
  Score: Raw -3108229.800318 + Penalty 3369.152769 = -3104860.647548
  nChanged 1
		SP:Iteration 71Q (16922.940000 sec): 3 clusters
  Score: Raw -3108229.939514 + Penalty 3369.152769 = -3104860.786745
  nChanged 2
		SP:Iteration 72Q (16923.210000 sec): 3 clusters
  Score: Raw -3108230.309501 + Penalty 3369.152769 = -3104861.156732
  nChanged 1
		SP:Iteration 73Q (16923.490000 sec): 3 clusters
  Score: Raw -3108230.566609 + Penalty 3369.152769 = -3104861.413840
  nChanged 1
		SP:Iteration 74Q (16923.770000 sec): 3 clusters
  Score: Raw -3108230.779421 + Penalty 3369.152769 = -3104861.626652
  nChanged 1
		SP:Iteration 75Q (16924.080000 sec): 3 clusters
  Score: Raw -3108230.849066 + Penalty 3369.152769 = -3104861.696297
  nChanged 1
		SP:Iteration 76Q (16924.400000 sec): 3 clusters
  Score: Raw -3108231.341170 + Penalty 3369.152769 = -3104862.188400
  nChanged 0
		SP:Iteration 77F (16924.740000 sec): 3 clusters
  Score: Raw -3108231.341170 + Penalty 3369.152769 = -3104862.188400
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (86663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16925.230000 sec): 2 clusters
  Score: Raw -9544254.748406 + Penalty 1847.589626 = -9542407.158780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16925.940000 sec): 3 clusters
  Score: Raw -9488201.900955 + Penalty 3695.179252 = -9484506.721704
  nChanged 41423
		SP:Iteration 1F (16926.600000 sec): 3 clusters
  Score: Raw -9513614.278069 + Penalty 3695.179252 = -9509919.098818
  nChanged 4863
		SP:Iteration 2F (16927.200000 sec): 3 clusters
  Score: Raw -9515923.811988 + Penalty 3695.179252 = -9512228.632736
  nChanged 5743
		SP:Iteration 3F (16927.860000 sec): 3 clusters
  Score: Raw -9519142.804298 + Penalty 3695.179252 = -9515447.625046
  nChanged 6142
		SP:Iteration 4F (16928.550000 sec): 3 clusters
  Score: Raw -9523068.675767 + Penalty 3695.179252 = -9519373.496515
  nChanged 6202
		SP:Iteration 5F (16929.240000 sec): 3 clusters
  Score: Raw -9527505.634341 + Penalty 3695.179252 = -9523810.455089
  nChanged 5850
		SP:Iteration 6F (16929.860000 sec): 3 clusters
  Score: Raw -9532112.656017 + Penalty 3695.179252 = -9528417.476766
  nChanged 5061
		SP:Iteration 7F (16930.490000 sec): 3 clusters
  Score: Raw -9536365.468032 + Penalty 3695.179252 = -9532670.288781
  nChanged 4010
		SP:Iteration 8Q (16931.100000 sec): 3 clusters
  Score: Raw -9539791.483213 + Penalty 3695.179252 = -9536096.303961
  nChanged 2721
		SP:Iteration 9Q (16931.710000 sec): 3 clusters
  Score: Raw -9542060.724399 + Penalty 3695.179252 = -9538365.545147
  nChanged 1641
		SP:Iteration 10Q (16932.300000 sec): 3 clusters
  Score: Raw -9543392.404460 + Penalty 3695.179252 = -9539697.225209
  nChanged 924
		SP:Iteration 11Q (16932.840000 sec): 3 clusters
  Score: Raw -9544136.261797 + Penalty 3695.179252 = -9540441.082546
  nChanged 537
		SP:Iteration 12Q (16933.380000 sec): 3 clusters
  Score: Raw -9544573.677794 + Penalty 3695.179252 = -9540878.498543
  nChanged 352
		SP:Iteration 13Q (16933.950000 sec): 3 clusters
  Score: Raw -9544858.722974 + Penalty 3695.179252 = -9541163.543723
  nChanged 261
		SP:Iteration 14Q (16934.500000 sec): 3 clusters
  Score: Raw -9545035.255144 + Penalty 3695.179252 = -9541340.075893
  nChanged 216
		SP:Iteration 15Q (16935.020000 sec): 3 clusters
  Score: Raw -9545144.595956 + Penalty 3695.179252 = -9541449.416704
  nChanged 177
		SP:Iteration 16Q (16935.560000 sec): 3 clusters
  Score: Raw -9545216.025089 + Penalty 3695.179252 = -9541520.845838
  nChanged 115
		SP:Iteration 17Q (16936.140000 sec): 3 clusters
  Score: Raw -9545250.500377 + Penalty 3695.179252 = -9541555.321126
  nChanged 83
		SP:Iteration 18Q (16936.760000 sec): 3 clusters
  Score: Raw -9545276.401381 + Penalty 3695.179252 = -9541581.222130
  nChanged 74
		SP:Iteration 19Q (16937.380000 sec): 3 clusters
  Score: Raw -9545296.021241 + Penalty 3695.179252 = -9541600.841990
  nChanged 47
		SP:Iteration 20F (16937.980000 sec): 3 clusters
  Score: Raw -9545306.677439 + Penalty 3695.179252 = -9541611.498188
  nChanged 36
		SP:Iteration 21Q (16938.570000 sec): 3 clusters
  Score: Raw -9545313.950233 + Penalty 3695.179252 = -9541618.770981
  nChanged 23
		SP:Iteration 22Q (16939.160000 sec): 3 clusters
  Score: Raw -9545317.566173 + Penalty 3695.179252 = -9541622.386921
  nChanged 17
		SP:Iteration 23Q (16939.730000 sec): 3 clusters
  Score: Raw -9545321.129429 + Penalty 3695.179252 = -9541625.950177
  nChanged 15
		SP:Iteration 24Q (16940.270000 sec): 3 clusters
  Score: Raw -9545324.499916 + Penalty 3695.179252 = -9541629.320664
  nChanged 17
		SP:Iteration 25Q (16940.820000 sec): 3 clusters
  Score: Raw -9545327.619720 + Penalty 3695.179252 = -9541632.440468
  nChanged 18
		SP:Iteration 26Q (16941.410000 sec): 3 clusters
  Score: Raw -9545332.092228 + Penalty 3695.179252 = -9541636.912976
  nChanged 22
		SP:Iteration 27Q (16941.970000 sec): 3 clusters
  Score: Raw -9545335.920552 + Penalty 3695.179252 = -9541640.741301
  nChanged 13
		SP:Iteration 28Q (16942.510000 sec): 3 clusters
  Score: Raw -9545337.958270 + Penalty 3695.179252 = -9541642.779019
  nChanged 12
		SP:Iteration 29Q (16943.080000 sec): 3 clusters
  Score: Raw -9545339.770649 + Penalty 3695.179252 = -9541644.591398
  nChanged 11
		SP:Iteration 30Q (16943.690000 sec): 3 clusters
  Score: Raw -9545341.714446 + Penalty 3695.179252 = -9541646.535194
  nChanged 9
		SP:Iteration 31Q (16944.250000 sec): 3 clusters
  Score: Raw -9545343.607096 + Penalty 3695.179252 = -9541648.427844
  nChanged 9
		SP:Iteration 32Q (16944.820000 sec): 3 clusters
  Score: Raw -9545345.893225 + Penalty 3695.179252 = -9541650.713974
  nChanged 11
		SP:Iteration 33Q (16945.380000 sec): 3 clusters
  Score: Raw -9545347.352841 + Penalty 3695.179252 = -9541652.173590
  nChanged 10
		SP:Iteration 34Q (16945.920000 sec): 3 clusters
  Score: Raw -9545349.411463 + Penalty 3695.179252 = -9541654.232212
  nChanged 14
		SP:Iteration 35Q (16946.460000 sec): 3 clusters
  Score: Raw -9545351.254290 + Penalty 3695.179252 = -9541656.075038
  nChanged 10
		SP:Iteration 36Q (16947.020000 sec): 3 clusters
  Score: Raw -9545352.808301 + Penalty 3695.179252 = -9541657.629049
  nChanged 9
		SP:Iteration 37Q (16947.570000 sec): 3 clusters
  Score: Raw -9545353.912645 + Penalty 3695.179252 = -9541658.733394
  nChanged 6
		SP:Iteration 38Q (16948.190000 sec): 3 clusters
  Score: Raw -9545355.197282 + Penalty 3695.179252 = -9541660.018030
  nChanged 7
		SP:Iteration 39Q (16948.770000 sec): 3 clusters
  Score: Raw -9545356.620947 + Penalty 3695.179252 = -9541661.441696
  nChanged 8
		SP:Iteration 40F (16949.380000 sec): 3 clusters
  Score: Raw -9545357.993320 + Penalty 3695.179252 = -9541662.814069
  nChanged 9
		SP:Iteration 41Q (16949.950000 sec): 3 clusters
  Score: Raw -9545359.613948 + Penalty 3695.179252 = -9541664.434696
  nChanged 2
		SP:Iteration 42Q (16950.530000 sec): 3 clusters
  Score: Raw -9545360.196962 + Penalty 3695.179252 = -9541665.017710
  nChanged 2
		SP:Iteration 43Q (16951.120000 sec): 3 clusters
  Score: Raw -9545360.335674 + Penalty 3695.179252 = -9541665.156422
  nChanged 0
		SP:Iteration 44F (16951.740000 sec): 3 clusters
  Score: Raw -9545360.335674 + Penalty 3695.179252 = -9541665.156422
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (27454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16951.980000 sec): 2 clusters
  Score: Raw -2934791.652177 + Penalty 1660.793413 = -2933130.858764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16952.310000 sec): 3 clusters
  Score: Raw -2917975.850441 + Penalty 3321.586826 = -2914654.263616
  nChanged 12702
		SP:Iteration 1F (16952.650000 sec): 3 clusters
  Score: Raw -2925377.527458 + Penalty 3321.586826 = -2922055.940632
  nChanged 1617
		SP:Iteration 2F (16952.990000 sec): 3 clusters
  Score: Raw -2926159.686706 + Penalty 3321.586826 = -2922838.099880
  nChanged 1681
		SP:Iteration 3F (16953.310000 sec): 3 clusters
  Score: Raw -2927109.211972 + Penalty 3321.586826 = -2923787.625146
  nChanged 1708
		SP:Iteration 4F (16953.730000 sec): 3 clusters
  Score: Raw -2928152.071951 + Penalty 3321.586826 = -2924830.485126
  nChanged 1769
		SP:Iteration 5F (16954.060000 sec): 3 clusters
  Score: Raw -2929383.388678 + Penalty 3321.586826 = -2926061.801852
  nChanged 1716
		SP:Iteration 6F (16954.430000 sec): 3 clusters
  Score: Raw -2930635.170434 + Penalty 3321.586826 = -2927313.583609
  nChanged 1487
		SP:Iteration 7F (16954.790000 sec): 3 clusters
  Score: Raw -2931719.739030 + Penalty 3321.586826 = -2928398.152205
  nChanged 1252
		SP:Iteration 8Q (16955.080000 sec): 3 clusters
  Score: Raw -2932694.095179 + Penalty 3321.586826 = -2929372.508354
  nChanged 1021
		SP:Iteration 9Q (16955.440000 sec): 3 clusters
  Score: Raw -2933432.288714 + Penalty 3321.586826 = -2930110.701888
  nChanged 775
		SP:Iteration 10Q (16955.850000 sec): 3 clusters
  Score: Raw -2933923.899380 + Penalty 3321.586826 = -2930602.312555
  nChanged 595
		SP:Iteration 11Q (16956.170000 sec): 3 clusters
  Score: Raw -2934229.148255 + Penalty 3321.586826 = -2930907.561430
  nChanged 454
		SP:Iteration 12Q (16956.470000 sec): 3 clusters
  Score: Raw -2934437.489837 + Penalty 3321.586826 = -2931115.903012
  nChanged 401
		SP:Iteration 13Q (16956.780000 sec): 3 clusters
  Score: Raw -2934635.793365 + Penalty 3321.586826 = -2931314.206539
  nChanged 383
		SP:Iteration 14Q (16957.130000 sec): 3 clusters
  Score: Raw -2934831.188206 + Penalty 3321.586826 = -2931509.601380
  nChanged 344
		SP:Iteration 15Q (16957.510000 sec): 3 clusters
  Score: Raw -2935018.952753 + Penalty 3321.586826 = -2931697.365927
  nChanged 339
		SP:Iteration 16Q (16957.850000 sec): 3 clusters
  Score: Raw -2935209.731636 + Penalty 3321.586826 = -2931888.144811
  nChanged 304
		SP:Iteration 17Q (16958.250000 sec): 3 clusters
  Score: Raw -2935408.503847 + Penalty 3321.586826 = -2932086.917021
  nChanged 285
		SP:Iteration 18Q (16958.530000 sec): 3 clusters
  Score: Raw -2935578.756346 + Penalty 3321.586826 = -2932257.169521
  nChanged 268
		SP:Iteration 19Q (16958.970000 sec): 3 clusters
  Score: Raw -2935719.451269 + Penalty 3321.586826 = -2932397.864444
  nChanged 239
		SP:Iteration 20F (16959.270000 sec): 3 clusters
  Score: Raw -2935820.387494 + Penalty 3321.586826 = -2932498.800669
  nChanged 196
		SP:Iteration 21Q (16959.590000 sec): 3 clusters
  Score: Raw -2935889.410394 + Penalty 3321.586826 = -2932567.823568
  nChanged 164
		SP:Iteration 22Q (16959.890000 sec): 3 clusters
  Score: Raw -2935939.086814 + Penalty 3321.586826 = -2932617.499988
  nChanged 136
		SP:Iteration 23Q (16960.190000 sec): 3 clusters
  Score: Raw -2935983.624580 + Penalty 3321.586826 = -2932662.037755
  nChanged 119
		SP:Iteration 24Q (16960.490000 sec): 3 clusters
  Score: Raw -2936025.484476 + Penalty 3321.586826 = -2932703.897650
  nChanged 125
		SP:Iteration 25Q (16960.790000 sec): 3 clusters
  Score: Raw -2936066.876934 + Penalty 3321.586826 = -2932745.290108
  nChanged 108
		SP:Iteration 26Q (16961.150000 sec): 3 clusters
  Score: Raw -2936097.230993 + Penalty 3321.586826 = -2932775.644167
  nChanged 81
		SP:Iteration 27Q (16961.450000 sec): 3 clusters
  Score: Raw -2936118.524535 + Penalty 3321.586826 = -2932796.937709
  nChanged 57
		SP:Iteration 28Q (16961.790000 sec): 3 clusters
  Score: Raw -2936131.941979 + Penalty 3321.586826 = -2932810.355153
  nChanged 53
		SP:Iteration 29Q (16962.130000 sec): 3 clusters
  Score: Raw -2936141.386754 + Penalty 3321.586826 = -2932819.799928
  nChanged 53
		SP:Iteration 30Q (16962.510000 sec): 3 clusters
  Score: Raw -2936150.443356 + Penalty 3321.586826 = -2932828.856530
  nChanged 35
		SP:Iteration 31Q (16962.810000 sec): 3 clusters
  Score: Raw -2936157.578638 + Penalty 3321.586826 = -2932835.991812
  nChanged 37
		SP:Iteration 32Q (16963.130000 sec): 3 clusters
  Score: Raw -2936163.544474 + Penalty 3321.586826 = -2932841.957648
  nChanged 32
		SP:Iteration 33Q (16963.510000 sec): 3 clusters
  Score: Raw -2936168.181654 + Penalty 3321.586826 = -2932846.594829
  nChanged 23
		SP:Iteration 34Q (16963.860000 sec): 3 clusters
  Score: Raw -2936171.124109 + Penalty 3321.586826 = -2932849.537283
  nChanged 16
		SP:Iteration 35Q (16964.210000 sec): 3 clusters
  Score: Raw -2936172.863176 + Penalty 3321.586826 = -2932851.276350
  nChanged 9
		SP:Iteration 36Q (16964.550000 sec): 3 clusters
  Score: Raw -2936173.731204 + Penalty 3321.586826 = -2932852.144378
  nChanged 7
		SP:Iteration 37Q (16964.900000 sec): 3 clusters
  Score: Raw -2936174.198623 + Penalty 3321.586826 = -2932852.611797
  nChanged 5
		SP:Iteration 38Q (16965.230000 sec): 3 clusters
  Score: Raw -2936174.556806 + Penalty 3321.586826 = -2932852.969980
  nChanged 4
		SP:Iteration 39Q (16965.560000 sec): 3 clusters
  Score: Raw -2936174.785144 + Penalty 3321.586826 = -2932853.198318
  nChanged 1
		SP:Iteration 40F (16965.900000 sec): 3 clusters
  Score: Raw -2936174.839906 + Penalty 3321.586826 = -2932853.253081
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (11223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16966.030000 sec): 2 clusters
  Score: Raw -1124330.294883 + Penalty 1515.429585 = -1122814.865298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16966.300000 sec): 3 clusters
  Score: Raw -1117949.770416 + Penalty 3030.859170 = -1114918.911246
  nChanged 4862
		SP:Iteration 1F (16966.560000 sec): 3 clusters
  Score: Raw -1120749.754371 + Penalty 3030.859170 = -1117718.895201
  nChanged 810
		SP:Iteration 2F (16966.800000 sec): 3 clusters
  Score: Raw -1121253.279053 + Penalty 3030.859170 = -1118222.419883
  nChanged 723
		SP:Iteration 3F (16967.030000 sec): 3 clusters
  Score: Raw -1121690.314157 + Penalty 3030.859170 = -1118659.454987
  nChanged 655
		SP:Iteration 4F (16967.230000 sec): 3 clusters
  Score: Raw -1122063.589176 + Penalty 3030.859170 = -1119032.730006
  nChanged 559
		SP:Iteration 5Q (16967.450000 sec): 3 clusters
  Score: Raw -1122368.820846 + Penalty 3030.859170 = -1119337.961676
  nChanged 463
		SP:Iteration 6Q (16967.760000 sec): 3 clusters
  Score: Raw -1122623.954842 + Penalty 3030.859170 = -1119593.095672
  nChanged 438
		SP:Iteration 7Q (16968.000000 sec): 3 clusters
  Score: Raw -1122844.126331 + Penalty 3030.859170 = -1119813.267161
  nChanged 351
		SP:Iteration 8Q (16968.250000 sec): 3 clusters
  Score: Raw -1123011.349701 + Penalty 3030.859170 = -1119980.490531
  nChanged 318
		SP:Iteration 9Q (16968.550000 sec): 3 clusters
  Score: Raw -1123175.798029 + Penalty 3030.859170 = -1120144.938859
  nChanged 282
		SP:Iteration 10Q (16968.800000 sec): 3 clusters
  Score: Raw -1123345.648107 + Penalty 3030.859170 = -1120314.788937
  nChanged 306
		SP:Iteration 11Q (16969.050000 sec): 3 clusters
  Score: Raw -1123526.894767 + Penalty 3030.859170 = -1120496.035597
  nChanged 268
		SP:Iteration 12Q (16969.300000 sec): 3 clusters
  Score: Raw -1123682.677019 + Penalty 3030.859170 = -1120651.817849
  nChanged 238
		SP:Iteration 13Q (16969.560000 sec): 3 clusters
  Score: Raw -1123802.265168 + Penalty 3030.859170 = -1120771.405998
  nChanged 182
		SP:Iteration 14Q (16969.820000 sec): 3 clusters
  Score: Raw -1123885.441100 + Penalty 3030.859170 = -1120854.581930
  nChanged 161
		SP:Iteration 15Q (16970.120000 sec): 3 clusters
  Score: Raw -1123959.159480 + Penalty 3030.859170 = -1120928.300310
  nChanged 151
		SP:Iteration 16Q (16970.360000 sec): 3 clusters
  Score: Raw -1124026.591333 + Penalty 3030.859170 = -1120995.732163
  nChanged 123
		SP:Iteration 17Q (16970.640000 sec): 3 clusters
  Score: Raw -1124086.311212 + Penalty 3030.859170 = -1121055.452042
  nChanged 127
		SP:Iteration 18Q (16970.970000 sec): 3 clusters
  Score: Raw -1124146.359538 + Penalty 3030.859170 = -1121115.500368
  nChanged 110
		SP:Iteration 19Q (16971.200000 sec): 3 clusters
  Score: Raw -1124198.703629 + Penalty 3030.859170 = -1121167.844459
  nChanged 99
		SP:Iteration 20F (16971.450000 sec): 3 clusters
  Score: Raw -1124246.271307 + Penalty 3030.859170 = -1121215.412137
  nChanged 93
		SP:Iteration 21Q (16971.670000 sec): 3 clusters
  Score: Raw -1124284.203849 + Penalty 3030.859170 = -1121253.344679
  nChanged 91
		SP:Iteration 22Q (16971.870000 sec): 3 clusters
  Score: Raw -1124326.245398 + Penalty 3030.859170 = -1121295.386228
  nChanged 76
		SP:Iteration 23Q (16972.080000 sec): 3 clusters
  Score: Raw -1124359.039238 + Penalty 3030.859170 = -1121328.180068
  nChanged 67
		SP:Iteration 24Q (16972.320000 sec): 3 clusters
  Score: Raw -1124388.057181 + Penalty 3030.859170 = -1121357.198011
  nChanged 60
		SP:Iteration 25Q (16972.550000 sec): 3 clusters
  Score: Raw -1124416.594497 + Penalty 3030.859170 = -1121385.735327
  nChanged 56
		SP:Iteration 26Q (16972.730000 sec): 3 clusters
  Score: Raw -1124441.347509 + Penalty 3030.859170 = -1121410.488339
  nChanged 50
		SP:Iteration 27Q (16972.920000 sec): 3 clusters
  Score: Raw -1124464.639403 + Penalty 3030.859170 = -1121433.780233
  nChanged 40
		SP:Iteration 28Q (16973.120000 sec): 3 clusters
  Score: Raw -1124482.838128 + Penalty 3030.859170 = -1121451.978958
  nChanged 41
		SP:Iteration 29Q (16973.360000 sec): 3 clusters
  Score: Raw -1124501.621904 + Penalty 3030.859170 = -1121470.762734
  nChanged 43
		SP:Iteration 30Q (16973.520000 sec): 3 clusters
  Score: Raw -1124518.228023 + Penalty 3030.859170 = -1121487.368853
  nChanged 38
		SP:Iteration 31Q (16973.770000 sec): 3 clusters
  Score: Raw -1124530.986260 + Penalty 3030.859170 = -1121500.127090
  nChanged 30
		SP:Iteration 32Q (16973.980000 sec): 3 clusters
  Score: Raw -1124541.924874 + Penalty 3030.859170 = -1121511.065704
  nChanged 24
		SP:Iteration 33Q (16974.210000 sec): 3 clusters
  Score: Raw -1124551.652151 + Penalty 3030.859170 = -1121520.792981
  nChanged 24
		SP:Iteration 34Q (16974.410000 sec): 3 clusters
  Score: Raw -1124560.925205 + Penalty 3030.859170 = -1121530.066035
  nChanged 21
		SP:Iteration 35Q (16974.700000 sec): 3 clusters
  Score: Raw -1124568.615139 + Penalty 3030.859170 = -1121537.755969
  nChanged 19
		SP:Iteration 36Q (16974.950000 sec): 3 clusters
  Score: Raw -1124575.825119 + Penalty 3030.859170 = -1121544.965949
  nChanged 18
		SP:Iteration 37Q (16975.120000 sec): 3 clusters
  Score: Raw -1124582.708606 + Penalty 3030.859170 = -1121551.849436
  nChanged 13
		SP:Iteration 38Q (16975.340000 sec): 3 clusters
  Score: Raw -1124586.512872 + Penalty 3030.859170 = -1121555.653702
  nChanged 9
		SP:Iteration 39Q (16975.580000 sec): 3 clusters
  Score: Raw -1124591.025536 + Penalty 3030.859170 = -1121560.166366
  nChanged 11
		SP:Iteration 40F (16975.820000 sec): 3 clusters
  Score: Raw -1124595.571160 + Penalty 3030.859170 = -1121564.711990
  nChanged 9
		SP:Iteration 41Q (16976.080000 sec): 3 clusters
  Score: Raw -1124597.748683 + Penalty 3030.859170 = -1121566.889513
  nChanged 3
		SP:Iteration 42Q (16976.350000 sec): 3 clusters
  Score: Raw -1124598.743594 + Penalty 3030.859170 = -1121567.884424
  nChanged 4
		SP:Iteration 43Q (16976.620000 sec): 3 clusters
  Score: Raw -1124600.826642 + Penalty 3030.859170 = -1121569.967472
  nChanged 4
		SP:Iteration 44Q (16976.910000 sec): 3 clusters
  Score: Raw -1124602.076216 + Penalty 3030.859170 = -1121571.217046
  nChanged 3
		SP:Iteration 45Q (16977.170000 sec): 3 clusters
  Score: Raw -1124603.392010 + Penalty 3030.859170 = -1121572.532840
  nChanged 2
		SP:Iteration 46Q (16977.370000 sec): 3 clusters
  Score: Raw -1124604.025298 + Penalty 3030.859170 = -1121573.166128
  nChanged 1
		SP:Iteration 47Q (16977.650000 sec): 3 clusters
  Score: Raw -1124604.620626 + Penalty 3030.859170 = -1121573.761456
  nChanged 2
		SP:Iteration 48Q (16977.850000 sec): 3 clusters
  Score: Raw -1124605.825677 + Penalty 3030.859170 = -1121574.966507
  nChanged 2
		SP:Iteration 49Q (16978.100000 sec): 3 clusters
  Score: Raw -1124607.392572 + Penalty 3030.859170 = -1121576.533402
  nChanged 2
		SP:Iteration 50Q (16978.380000 sec): 3 clusters
  Score: Raw -1124607.887130 + Penalty 3030.859170 = -1121577.027960
  nChanged 1
		SP:Iteration 51Q (16978.600000 sec): 3 clusters
  Score: Raw -1124609.068682 + Penalty 3030.859170 = -1121578.209512
  nChanged 5
		SP:Iteration 52Q (16978.840000 sec): 3 clusters
  Score: Raw -1124611.175670 + Penalty 3030.859170 = -1121580.316500
  nChanged 7
		SP:Iteration 53Q (16979.050000 sec): 3 clusters
  Score: Raw -1124614.236299 + Penalty 3030.859170 = -1121583.377129
  nChanged 12
		SP:Iteration 54Q (16979.300000 sec): 3 clusters
  Score: Raw -1124622.454272 + Penalty 3030.859170 = -1121591.595102
  nChanged 13
		SP:Iteration 55Q (16979.520000 sec): 3 clusters
  Score: Raw -1124628.797882 + Penalty 3030.859170 = -1121597.938712
  nChanged 9
		SP:Iteration 56Q (16979.700000 sec): 3 clusters
  Score: Raw -1124633.934400 + Penalty 3030.859170 = -1121603.075230
  nChanged 7
		SP:Iteration 57Q (16979.940000 sec): 3 clusters
  Score: Raw -1124637.146800 + Penalty 3030.859170 = -1121606.287630
  nChanged 5
		SP:Iteration 58Q (16980.170000 sec): 3 clusters
  Score: Raw -1124640.052588 + Penalty 3030.859170 = -1121609.193418
  nChanged 7
		SP:Iteration 59Q (16980.360000 sec): 3 clusters
  Score: Raw -1124642.489917 + Penalty 3030.859170 = -1121611.630747
  nChanged 3
		SP:Iteration 60F (16980.580000 sec): 3 clusters
  Score: Raw -1124643.547192 + Penalty 3030.859170 = -1121612.688022
  nChanged 1
		SP:Iteration 61Q (16980.830000 sec): 3 clusters
  Score: Raw -1124643.662302 + Penalty 3030.859170 = -1121612.803132
  nChanged 1
		SP:Iteration 62Q (16981.040000 sec): 3 clusters
  Score: Raw -1124644.006512 + Penalty 3030.859170 = -1121613.147342
  nChanged 1
		SP:Iteration 63Q (16981.250000 sec): 3 clusters
  Score: Raw -1124644.438167 + Penalty 3030.859170 = -1121613.578997
  nChanged 2
		SP:Iteration 64Q (16981.480000 sec): 3 clusters
  Score: Raw -1124645.484108 + Penalty 3030.859170 = -1121614.624938
  nChanged 4
		SP:Iteration 65Q (16981.710000 sec): 3 clusters
  Score: Raw -1124647.353760 + Penalty 3030.859170 = -1121616.494590
  nChanged 5
		SP:Iteration 66Q (16981.900000 sec): 3 clusters
  Score: Raw -1124650.685081 + Penalty 3030.859170 = -1121619.825911
  nChanged 7
		SP:Iteration 67Q (16982.130000 sec): 3 clusters
  Score: Raw -1124654.601374 + Penalty 3030.859170 = -1121623.742204
  nChanged 8
		SP:Iteration 68Q (16982.310000 sec): 3 clusters
  Score: Raw -1124658.264057 + Penalty 3030.859170 = -1121627.404887
  nChanged 6
		SP:Iteration 69Q (16982.550000 sec): 3 clusters
  Score: Raw -1124660.432648 + Penalty 3030.859170 = -1121629.573478
  nChanged 7
		SP:Iteration 70Q (16982.760000 sec): 3 clusters
  Score: Raw -1124663.347330 + Penalty 3030.859170 = -1121632.488160
  nChanged 6
		SP:Iteration 71Q (16982.990000 sec): 3 clusters
  Score: Raw -1124666.405198 + Penalty 3030.859170 = -1121635.546028
  nChanged 9
		SP:Iteration 72Q (16983.210000 sec): 3 clusters
  Score: Raw -1124671.542568 + Penalty 3030.859170 = -1121640.683398
  nChanged 11
		SP:Iteration 73Q (16983.420000 sec): 3 clusters
  Score: Raw -1124678.845332 + Penalty 3030.859170 = -1121647.986162
  nChanged 9
		SP:Iteration 74Q (16983.610000 sec): 3 clusters
  Score: Raw -1124683.533682 + Penalty 3030.859170 = -1121652.674512
  nChanged 6
		SP:Iteration 75Q (16983.820000 sec): 3 clusters
  Score: Raw -1124686.379690 + Penalty 3030.859170 = -1121655.520520
  nChanged 1
		SP:Iteration 76Q (16984.020000 sec): 3 clusters
  Score: Raw -1124687.162066 + Penalty 3030.859170 = -1121656.302896
  nChanged 3
		SP:Iteration 77Q (16984.220000 sec): 3 clusters
  Score: Raw -1124688.427227 + Penalty 3030.859170 = -1121657.568057
  nChanged 2
		SP:Iteration 78Q (16984.420000 sec): 3 clusters
  Score: Raw -1124689.502202 + Penalty 3030.859170 = -1121658.643032
  nChanged 2
		SP:Iteration 79Q (16984.610000 sec): 3 clusters
  Score: Raw -1124690.010730 + Penalty 3030.859170 = -1121659.151560
  nChanged 0
		SP:Iteration 80F (16984.800000 sec): 3 clusters
  Score: Raw -1124690.010730 + Penalty 3030.859170 = -1121659.151560
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (273727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16985.980000 sec): 2 clusters
  Score: Raw -31615671.224189 + Penalty 2034.481562 = -31613636.742627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16987.200000 sec): 3 clusters
  Score: Raw -31432999.851473 + Penalty 4068.963125 = -31428930.888348
  nChanged 133356
		SP:Iteration 1F (16988.480000 sec): 3 clusters
  Score: Raw -31513294.758082 + Penalty 4068.963125 = -31509225.794957
  nChanged 9005
		SP:Iteration 2Q (16989.940000 sec): 3 clusters
  Score: Raw -31515695.571289 + Penalty 4068.963125 = -31511626.608164
  nChanged 9675
		SP:Iteration 3Q (16991.410000 sec): 3 clusters
  Score: Raw -31518515.399469 + Penalty 4068.963125 = -31514446.436344
  nChanged 10361
		SP:Iteration 4Q (16992.810000 sec): 3 clusters
  Score: Raw -31521751.234368 + Penalty 4068.963125 = -31517682.271243
  nChanged 11061
		SP:Iteration 5Q (16994.220000 sec): 3 clusters
  Score: Raw -31525510.026338 + Penalty 4068.963125 = -31521441.063213
  nChanged 11869
		SP:Iteration 6Q (16995.750000 sec): 3 clusters
  Score: Raw -31529803.368564 + Penalty 4068.963125 = -31525734.405439
  nChanged 12439
		SP:Iteration 7Q (16997.240000 sec): 3 clusters
  Score: Raw -31534689.904250 + Penalty 4068.963125 = -31530620.941125
  nChanged 12948
		SP:Iteration 8Q (16998.720000 sec): 3 clusters
  Score: Raw -31540694.593840 + Penalty 4068.963125 = -31536625.630716
  nChanged 13581
		SP:Iteration 9Q (17000.270000 sec): 3 clusters
  Score: Raw -31548213.193607 + Penalty 4068.963125 = -31544144.230482
  nChanged 13946
		SP:Iteration 10F (17001.740000 sec): 3 clusters
  Score: Raw -31556938.192003 + Penalty 4068.963125 = -31552869.228878
  nChanged 13630
		SP:Iteration 11Q (17003.170000 sec): 3 clusters
  Score: Raw -31565133.079705 + Penalty 4068.963125 = -31561064.116580
  nChanged 11524
		SP:Iteration 12Q (17004.630000 sec): 3 clusters
  Score: Raw -31570607.764833 + Penalty 4068.963125 = -31566538.801708
  nChanged 8453
		SP:Iteration 13Q (17006.090000 sec): 3 clusters
  Score: Raw -31573416.751567 + Penalty 4068.963125 = -31569347.788442
  nChanged 5592
		SP:Iteration 14Q (17007.440000 sec): 3 clusters
  Score: Raw -31574829.708584 + Penalty 4068.963125 = -31570760.745459
  nChanged 4145
		SP:Iteration 15Q (17008.880000 sec): 3 clusters
  Score: Raw -31575825.602788 + Penalty 4068.963125 = -31571756.639663
  nChanged 3723
		SP:Iteration 16Q (17010.310000 sec): 3 clusters
  Score: Raw -31576756.611004 + Penalty 4068.963125 = -31572687.647879
  nChanged 3785
		SP:Iteration 17Q (17011.720000 sec): 3 clusters
  Score: Raw -31577698.316068 + Penalty 4068.963125 = -31573629.352943
  nChanged 3802
		SP:Iteration 18Q (17013.140000 sec): 3 clusters
  Score: Raw -31578662.202836 + Penalty 4068.963125 = -31574593.239711
  nChanged 3891
		SP:Iteration 19Q (17014.680000 sec): 3 clusters
  Score: Raw -31579657.477735 + Penalty 4068.963125 = -31575588.514610
  nChanged 4065
		SP:Iteration 20F (17016.100000 sec): 3 clusters
  Score: Raw -31580712.007118 + Penalty 4068.963125 = -31576643.043993
  nChanged 4177
		SP:Iteration 21Q (17017.470000 sec): 3 clusters
  Score: Raw -31581799.535529 + Penalty 4068.963125 = -31577730.572404
  nChanged 4304
		SP:Iteration 22Q (17018.940000 sec): 3 clusters
  Score: Raw -31582942.546253 + Penalty 4068.963125 = -31578873.583129
  nChanged 4481
		SP:Iteration 23Q (17020.440000 sec): 3 clusters
  Score: Raw -31584170.569732 + Penalty 4068.963125 = -31580101.606607
  nChanged 4660
		SP:Iteration 24Q (17022.070000 sec): 3 clusters
  Score: Raw -31585508.587632 + Penalty 4068.963125 = -31581439.624507
  nChanged 4806
		SP:Iteration 25Q (17023.600000 sec): 3 clusters
  Score: Raw -31586953.756008 + Penalty 4068.963125 = -31582884.792883
  nChanged 4896
		SP:Iteration 26Q (17025.080000 sec): 3 clusters
  Score: Raw -31588487.882959 + Penalty 4068.963125 = -31584418.919834
  nChanged 4906
		SP:Iteration 27Q (17026.610000 sec): 3 clusters
  Score: Raw -31590130.959968 + Penalty 4068.963125 = -31586061.996843
  nChanged 5039
		SP:Iteration 28Q (17027.940000 sec): 3 clusters
  Score: Raw -31591931.737910 + Penalty 4068.963125 = -31587862.774785
  nChanged 5047
		SP:Iteration 29Q (17029.320000 sec): 3 clusters
  Score: Raw -31593846.390698 + Penalty 4068.963125 = -31589777.427573
  nChanged 5007
		SP:Iteration 30Q (17030.710000 sec): 3 clusters
  Score: Raw -31595859.236298 + Penalty 4068.963125 = -31591790.273173
  nChanged 4960
		SP:Iteration 31Q (17032.210000 sec): 3 clusters
  Score: Raw -31598000.274464 + Penalty 4068.963125 = -31593931.311339
  nChanged 4740
		SP:Iteration 32Q (17033.560000 sec): 3 clusters
  Score: Raw -31600160.977769 + Penalty 4068.963125 = -31596092.014644
  nChanged 4628
		SP:Iteration 33Q (17035.040000 sec): 3 clusters
  Score: Raw -31602425.228464 + Penalty 4068.963125 = -31598356.265339
  nChanged 4474
		SP:Iteration 34Q (17036.420000 sec): 3 clusters
  Score: Raw -31604751.921775 + Penalty 4068.963125 = -31600682.958650
  nChanged 4110
		SP:Iteration 35Q (17037.760000 sec): 3 clusters
  Score: Raw -31606947.070372 + Penalty 4068.963125 = -31602878.107247
  nChanged 3639
		SP:Iteration 36Q (17039.170000 sec): 3 clusters
  Score: Raw -31608898.400416 + Penalty 4068.963125 = -31604829.437291
  nChanged 3143
		SP:Iteration 37Q (17040.490000 sec): 3 clusters
  Score: Raw -31610555.501072 + Penalty 4068.963125 = -31606486.537947
  nChanged 2550
		SP:Iteration 38Q (17041.850000 sec): 3 clusters
  Score: Raw -31611903.128976 + Penalty 4068.963125 = -31607834.165851
  nChanged 2091
		SP:Iteration 39Q (17043.240000 sec): 3 clusters
  Score: Raw -31613047.205232 + Penalty 4068.963125 = -31608978.242107
  nChanged 1609
		SP:Iteration 40F (17044.720000 sec): 3 clusters
  Score: Raw -31614009.724261 + Penalty 4068.963125 = -31609940.761136
  nChanged 1358
		SP:Iteration 41Q (17045.960000 sec): 3 clusters
  Score: Raw -31614741.527690 + Penalty 4068.963125 = -31610672.564565
  nChanged 974
		SP:Iteration 42Q (17047.370000 sec): 3 clusters
  Score: Raw -31615252.600137 + Penalty 4068.963125 = -31611183.637012
  nChanged 766
		SP:Iteration 43Q (17048.770000 sec): 3 clusters
  Score: Raw -31615669.922903 + Penalty 4068.963125 = -31611600.959778
  nChanged 556
		SP:Iteration 44Q (17050.350000 sec): 3 clusters
  Score: Raw -31615987.855328 + Penalty 4068.963125 = -31611918.892203
  nChanged 407
		SP:Iteration 45Q (17051.590000 sec): 3 clusters
  Score: Raw -31616221.428135 + Penalty 4068.963125 = -31612152.465010
  nChanged 370
		SP:Iteration 46Q (17052.950000 sec): 3 clusters
  Score: Raw -31616427.920668 + Penalty 4068.963125 = -31612358.957543
  nChanged 303
		SP:Iteration 47Q (17054.290000 sec): 3 clusters
  Score: Raw -31616586.947561 + Penalty 4068.963125 = -31612517.984436
  nChanged 247
		SP:Iteration 48Q (17055.550000 sec): 3 clusters
  Score: Raw -31616701.654932 + Penalty 4068.963125 = -31612632.691807
  nChanged 208
		SP:Iteration 49Q (17056.900000 sec): 3 clusters
  Score: Raw -31616800.176011 + Penalty 4068.963125 = -31612731.212886
  nChanged 169
		SP:Iteration 50Q (17058.240000 sec): 3 clusters
  Score: Raw -31616865.913516 + Penalty 4068.963125 = -31612796.950391
  nChanged 148
		SP:Iteration 51Q (17059.550000 sec): 3 clusters
  Score: Raw -31616920.492762 + Penalty 4068.963125 = -31612851.529637
  nChanged 123
		SP:Iteration 52Q (17060.800000 sec): 3 clusters
  Score: Raw -31616962.061512 + Penalty 4068.963125 = -31612893.098387
  nChanged 107
		SP:Iteration 53Q (17062.010000 sec): 3 clusters
  Score: Raw -31616991.013231 + Penalty 4068.963125 = -31612922.050106
  nChanged 82
		SP:Iteration 54Q (17063.310000 sec): 3 clusters
  Score: Raw -31617012.932663 + Penalty 4068.963125 = -31612943.969538
  nChanged 76
		SP:Iteration 55Q (17064.610000 sec): 3 clusters
  Score: Raw -31617033.488379 + Penalty 4068.963125 = -31612964.525254
  nChanged 62
		SP:Iteration 56Q (17065.860000 sec): 3 clusters
  Score: Raw -31617052.402276 + Penalty 4068.963125 = -31612983.439151
  nChanged 59
		SP:Iteration 57Q (17067.140000 sec): 3 clusters
  Score: Raw -31617069.059837 + Penalty 4068.963125 = -31613000.096712
  nChanged 48
		SP:Iteration 58Q (17068.370000 sec): 3 clusters
  Score: Raw -31617081.408317 + Penalty 4068.963125 = -31613012.445192
  nChanged 41
		SP:Iteration 59Q (17069.650000 sec): 3 clusters
  Score: Raw -31617089.067201 + Penalty 4068.963125 = -31613020.104076
  nChanged 22
		SP:Iteration 60F (17070.980000 sec): 3 clusters
  Score: Raw -31617093.444241 + Penalty 4068.963125 = -31613024.481116
  nChanged 17
		SP:Iteration 61Q (17072.220000 sec): 3 clusters
  Score: Raw -31617097.118631 + Penalty 4068.963125 = -31613028.155506
  nChanged 11
		SP:Iteration 62Q (17073.620000 sec): 3 clusters
  Score: Raw -31617098.704493 + Penalty 4068.963125 = -31613029.741368
  nChanged 10
		SP:Iteration 63Q (17074.980000 sec): 3 clusters
  Score: Raw -31617100.203673 + Penalty 4068.963125 = -31613031.240548
  nChanged 6
		SP:Iteration 64Q (17076.300000 sec): 3 clusters
  Score: Raw -31617101.324477 + Penalty 4068.963125 = -31613032.361352
  nChanged 9
		SP:Iteration 65Q (17077.630000 sec): 3 clusters
  Score: Raw -31617102.359002 + Penalty 4068.963125 = -31613033.395877
  nChanged 5
		SP:Iteration 66Q (17078.980000 sec): 3 clusters
  Score: Raw -31617102.887785 + Penalty 4068.963125 = -31613033.924660
  nChanged 2
		SP:Iteration 67Q (17080.460000 sec): 3 clusters
  Score: Raw -31617103.213222 + Penalty 4068.963125 = -31613034.250097
  nChanged 4
		SP:Iteration 68Q (17081.690000 sec): 3 clusters
  Score: Raw -31617103.589399 + Penalty 4068.963125 = -31613034.626274
  nChanged 2
		SP:Iteration 69Q (17082.820000 sec): 3 clusters
  Score: Raw -31617103.733814 + Penalty 4068.963125 = -31613034.770690
  nChanged 2
		SP:Iteration 70Q (17084.080000 sec): 3 clusters
  Score: Raw -31617104.005848 + Penalty 4068.963125 = -31613035.042723
  nChanged 1
		SP:Iteration 71Q (17085.250000 sec): 3 clusters
  Score: Raw -31617104.133951 + Penalty 4068.963125 = -31613035.170826
  nChanged 2
		SP:Iteration 72Q (17086.530000 sec): 3 clusters
  Score: Raw -31617104.361192 + Penalty 4068.963125 = -31613035.398067
  nChanged 2
		SP:Iteration 73Q (17087.820000 sec): 3 clusters
  Score: Raw -31617104.513266 + Penalty 4068.963125 = -31613035.550141
  nChanged 3
		SP:Iteration 74Q (17089.090000 sec): 3 clusters
  Score: Raw -31617105.046491 + Penalty 4068.963125 = -31613036.083366
  nChanged 7
		SP:Iteration 75Q (17090.420000 sec): 3 clusters
  Score: Raw -31617106.391578 + Penalty 4068.963125 = -31613037.428453
  nChanged 5
		SP:Iteration 76Q (17091.760000 sec): 3 clusters
  Score: Raw -31617106.978900 + Penalty 4068.963125 = -31613038.015775
  nChanged 5
		SP:Iteration 77Q (17093.140000 sec): 3 clusters
  Score: Raw -31617107.643752 + Penalty 4068.963125 = -31613038.680627
  nChanged 7
		SP:Iteration 78Q (17094.480000 sec): 3 clusters
  Score: Raw -31617108.904131 + Penalty 4068.963125 = -31613039.941006
  nChanged 5
		SP:Iteration 79Q (17095.830000 sec): 3 clusters
  Score: Raw -31617109.720538 + Penalty 4068.963125 = -31613040.757413
  nChanged 3
		SP:Iteration 80F (17097.300000 sec): 3 clusters
  Score: Raw -31617110.059848 + Penalty 4068.963125 = -31613041.096723
  nChanged 3
		SP:Iteration 81Q (17098.510000 sec): 3 clusters
  Score: Raw -31617110.618616 + Penalty 4068.963125 = -31613041.655491
  nChanged 4
		SP:Iteration 82Q (17099.750000 sec): 3 clusters
  Score: Raw -31617111.387073 + Penalty 4068.963125 = -31613042.423948
  nChanged 3
		SP:Iteration 83Q (17101.150000 sec): 3 clusters
  Score: Raw -31617111.857832 + Penalty 4068.963125 = -31613042.894707
  nChanged 3
		SP:Iteration 84Q (17102.390000 sec): 3 clusters
  Score: Raw -31617112.359820 + Penalty 4068.963125 = -31613043.396695
  nChanged 2
		SP:Iteration 85Q (17103.650000 sec): 3 clusters
  Score: Raw -31617112.605646 + Penalty 4068.963125 = -31613043.642521
  nChanged 2
		SP:Iteration 86Q (17104.950000 sec): 3 clusters
  Score: Raw -31617112.962650 + Penalty 4068.963125 = -31613043.999525
  nChanged 1
		SP:Iteration 87Q (17106.260000 sec): 3 clusters
  Score: Raw -31617113.045816 + Penalty 4068.963125 = -31613044.082691
  nChanged 0
		SP:Iteration 88F (17107.670000 sec): 3 clusters
  Score: Raw -31617113.045816 + Penalty 4068.963125 = -31613044.082691
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 6 (41129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17108.070000 sec): 2 clusters
  Score: Raw -4133481.607002 + Penalty 1726.476172 = -4131755.130831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17108.450000 sec): 3 clusters
  Score: Raw -4107601.816119 + Penalty 3452.952343 = -4104148.863776
  nChanged 19287
		SP:Iteration 1F (17108.850000 sec): 3 clusters
  Score: Raw -4118645.645479 + Penalty 3452.952343 = -4115192.693136
  nChanged 2181
		SP:Iteration 2F (17109.230000 sec): 3 clusters
  Score: Raw -4119774.067516 + Penalty 3452.952343 = -4116321.115173
  nChanged 2533
		SP:Iteration 3F (17109.640000 sec): 3 clusters
  Score: Raw -4121194.004139 + Penalty 3452.952343 = -4117741.051796
  nChanged 2623
		SP:Iteration 4F (17110.010000 sec): 3 clusters
  Score: Raw -4122863.715518 + Penalty 3452.952343 = -4119410.763175
  nChanged 2751
		SP:Iteration 5F (17110.370000 sec): 3 clusters
  Score: Raw -4124715.737605 + Penalty 3452.952343 = -4121262.785262
  nChanged 2695
		SP:Iteration 6F (17110.760000 sec): 3 clusters
  Score: Raw -4126449.049386 + Penalty 3452.952343 = -4122996.097043
  nChanged 2398
		SP:Iteration 7F (17111.230000 sec): 3 clusters
  Score: Raw -4127934.402664 + Penalty 3452.952343 = -4124481.450321
  nChanged 2033
		SP:Iteration 8Q (17111.660000 sec): 3 clusters
  Score: Raw -4128963.662320 + Penalty 3452.952343 = -4125510.709977
  nChanged 1542
		SP:Iteration 9Q (17112.080000 sec): 3 clusters
  Score: Raw -4129590.281473 + Penalty 3452.952343 = -4126137.329130
  nChanged 1180
		SP:Iteration 10Q (17112.520000 sec): 3 clusters
  Score: Raw -4129983.541258 + Penalty 3452.952343 = -4126530.588915
  nChanged 887
		SP:Iteration 11Q (17112.900000 sec): 3 clusters
  Score: Raw -4130217.871043 + Penalty 3452.952343 = -4126764.918700
  nChanged 685
		SP:Iteration 12Q (17113.310000 sec): 3 clusters
  Score: Raw -4130377.523505 + Penalty 3452.952343 = -4126924.571162
  nChanged 566
		SP:Iteration 13Q (17113.750000 sec): 3 clusters
  Score: Raw -4130510.296938 + Penalty 3452.952343 = -4127057.344595
  nChanged 523
		SP:Iteration 14Q (17114.090000 sec): 3 clusters
  Score: Raw -4130632.277388 + Penalty 3452.952343 = -4127179.325045
  nChanged 521
		SP:Iteration 15Q (17114.520000 sec): 3 clusters
  Score: Raw -4130751.977939 + Penalty 3452.952343 = -4127299.025596
  nChanged 480
		SP:Iteration 16Q (17114.940000 sec): 3 clusters
  Score: Raw -4130861.339460 + Penalty 3452.952343 = -4127408.387117
  nChanged 469
		SP:Iteration 17Q (17115.340000 sec): 3 clusters
  Score: Raw -4130961.642341 + Penalty 3452.952343 = -4127508.689998
  nChanged 462
		SP:Iteration 18Q (17115.690000 sec): 3 clusters
  Score: Raw -4131055.551865 + Penalty 3452.952343 = -4127602.599522
  nChanged 427
		SP:Iteration 19Q (17116.070000 sec): 3 clusters
  Score: Raw -4131149.745488 + Penalty 3452.952343 = -4127696.793145
  nChanged 444
		SP:Iteration 20F (17116.440000 sec): 3 clusters
  Score: Raw -4131235.719799 + Penalty 3452.952343 = -4127782.767456
  nChanged 379
		SP:Iteration 21Q (17116.810000 sec): 3 clusters
  Score: Raw -4131310.020014 + Penalty 3452.952343 = -4127857.067671
  nChanged 374
		SP:Iteration 22Q (17117.220000 sec): 3 clusters
  Score: Raw -4131379.297303 + Penalty 3452.952343 = -4127926.344960
  nChanged 352
		SP:Iteration 23Q (17117.600000 sec): 3 clusters
  Score: Raw -4131444.359078 + Penalty 3452.952343 = -4127991.406735
  nChanged 367
		SP:Iteration 24Q (17117.970000 sec): 3 clusters
  Score: Raw -4131518.237874 + Penalty 3452.952343 = -4128065.285531
  nChanged 345
		SP:Iteration 25Q (17118.340000 sec): 3 clusters
  Score: Raw -4131580.935170 + Penalty 3452.952343 = -4128127.982827
  nChanged 336
		SP:Iteration 26Q (17118.690000 sec): 3 clusters
  Score: Raw -4131636.325163 + Penalty 3452.952343 = -4128183.372820
  nChanged 315
		SP:Iteration 27Q (17119.080000 sec): 3 clusters
  Score: Raw -4131685.326186 + Penalty 3452.952343 = -4128232.373843
  nChanged 322
		SP:Iteration 28Q (17119.440000 sec): 3 clusters
  Score: Raw -4131741.975359 + Penalty 3452.952343 = -4128289.023016
  nChanged 303
		SP:Iteration 29Q (17119.790000 sec): 3 clusters
  Score: Raw -4131792.322614 + Penalty 3452.952343 = -4128339.370271
  nChanged 307
		SP:Iteration 30Q (17120.140000 sec): 3 clusters
  Score: Raw -4131845.931663 + Penalty 3452.952343 = -4128392.979320
  nChanged 308
		SP:Iteration 31Q (17120.510000 sec): 3 clusters
  Score: Raw -4131897.301870 + Penalty 3452.952343 = -4128444.349527
  nChanged 319
		SP:Iteration 32Q (17120.870000 sec): 3 clusters
  Score: Raw -4131946.600836 + Penalty 3452.952343 = -4128493.648493
  nChanged 282
		SP:Iteration 33Q (17121.350000 sec): 3 clusters
  Score: Raw -4131990.818374 + Penalty 3452.952343 = -4128537.866031
  nChanged 294
		SP:Iteration 34Q (17121.720000 sec): 3 clusters
  Score: Raw -4132037.295380 + Penalty 3452.952343 = -4128584.343037
  nChanged 271
		SP:Iteration 35Q (17122.130000 sec): 3 clusters
  Score: Raw -4132078.321843 + Penalty 3452.952343 = -4128625.369500
  nChanged 279
		SP:Iteration 36Q (17122.540000 sec): 3 clusters
  Score: Raw -4132120.830045 + Penalty 3452.952343 = -4128667.877702
  nChanged 260
		SP:Iteration 37Q (17122.870000 sec): 3 clusters
  Score: Raw -4132154.423447 + Penalty 3452.952343 = -4128701.471104
  nChanged 243
		SP:Iteration 38Q (17123.250000 sec): 3 clusters
  Score: Raw -4132182.923085 + Penalty 3452.952343 = -4128729.970742
  nChanged 227
		SP:Iteration 39Q (17123.620000 sec): 3 clusters
  Score: Raw -4132208.523629 + Penalty 3452.952343 = -4128755.571286
  nChanged 217
		SP:Iteration 40F (17124.060000 sec): 3 clusters
  Score: Raw -4132235.087362 + Penalty 3452.952343 = -4128782.135019
  nChanged 233
		SP:Iteration 41Q (17124.400000 sec): 3 clusters
  Score: Raw -4132264.042616 + Penalty 3452.952343 = -4128811.090273
  nChanged 218
		SP:Iteration 42Q (17124.730000 sec): 3 clusters
  Score: Raw -4132290.368901 + Penalty 3452.952343 = -4128837.416558
  nChanged 235
		SP:Iteration 43Q (17125.160000 sec): 3 clusters
  Score: Raw -4132318.622966 + Penalty 3452.952343 = -4128865.670623
  nChanged 225
		SP:Iteration 44Q (17125.520000 sec): 3 clusters
  Score: Raw -4132347.034627 + Penalty 3452.952343 = -4128894.082284
  nChanged 253
		SP:Iteration 45Q (17125.930000 sec): 3 clusters
  Score: Raw -4132381.325072 + Penalty 3452.952343 = -4128928.372729
  nChanged 272
		SP:Iteration 46Q (17126.310000 sec): 3 clusters
  Score: Raw -4132418.678440 + Penalty 3452.952343 = -4128965.726097
  nChanged 268
		SP:Iteration 47Q (17126.680000 sec): 3 clusters
  Score: Raw -4132456.238878 + Penalty 3452.952343 = -4129003.286535
  nChanged 276
		SP:Iteration 48Q (17127.090000 sec): 3 clusters
  Score: Raw -4132498.427433 + Penalty 3452.952343 = -4129045.475090
  nChanged 298
		SP:Iteration 49Q (17127.490000 sec): 3 clusters
  Score: Raw -4132545.538352 + Penalty 3452.952343 = -4129092.586009
  nChanged 303
		SP:Iteration 50Q (17127.920000 sec): 3 clusters
  Score: Raw -4132598.611305 + Penalty 3452.952343 = -4129145.658962
  nChanged 340
		SP:Iteration 51Q (17128.320000 sec): 3 clusters
  Score: Raw -4132658.217146 + Penalty 3452.952343 = -4129205.264803
  nChanged 341
		SP:Iteration 52Q (17128.700000 sec): 3 clusters
  Score: Raw -4132722.334539 + Penalty 3452.952343 = -4129269.382196
  nChanged 322
		SP:Iteration 53Q (17129.150000 sec): 3 clusters
  Score: Raw -4132786.905088 + Penalty 3452.952343 = -4129333.952745
  nChanged 358
		SP:Iteration 54Q (17129.520000 sec): 3 clusters
  Score: Raw -4132864.624819 + Penalty 3452.952343 = -4129411.672476
  nChanged 398
		SP:Iteration 55Q (17129.900000 sec): 3 clusters
  Score: Raw -4132954.886545 + Penalty 3452.952343 = -4129501.934202
  nChanged 383
		SP:Iteration 56Q (17130.250000 sec): 3 clusters
  Score: Raw -4133034.615246 + Penalty 3452.952343 = -4129581.662903
  nChanged 346
		SP:Iteration 57Q (17130.680000 sec): 3 clusters
  Score: Raw -4133108.207533 + Penalty 3452.952343 = -4129655.255190
  nChanged 359
		SP:Iteration 58Q (17131.050000 sec): 3 clusters
  Score: Raw -4133188.602675 + Penalty 3452.952343 = -4129735.650332
  nChanged 334
		SP:Iteration 59Q (17131.450000 sec): 3 clusters
  Score: Raw -4133267.284607 + Penalty 3452.952343 = -4129814.332264
  nChanged 347
		SP:Iteration 60F (17131.820000 sec): 3 clusters
  Score: Raw -4133346.877703 + Penalty 3452.952343 = -4129893.925360
  nChanged 354
		SP:Iteration 61Q (17132.200000 sec): 3 clusters
  Score: Raw -4133434.063885 + Penalty 3452.952343 = -4129981.111542
  nChanged 348
		SP:Iteration 62Q (17132.570000 sec): 3 clusters
  Score: Raw -4133522.105903 + Penalty 3452.952343 = -4130069.153560
  nChanged 319
		SP:Iteration 63Q (17132.930000 sec): 3 clusters
  Score: Raw -4133601.837564 + Penalty 3452.952343 = -4130148.885221
  nChanged 353
		SP:Iteration 64Q (17133.340000 sec): 3 clusters
  Score: Raw -4133694.712577 + Penalty 3452.952343 = -4130241.760234
  nChanged 335
		SP:Iteration 65Q (17133.760000 sec): 3 clusters
  Score: Raw -4133788.432309 + Penalty 3452.952343 = -4130335.479966
  nChanged 334
		SP:Iteration 66Q (17134.170000 sec): 3 clusters
  Score: Raw -4133880.852382 + Penalty 3452.952343 = -4130427.900039
  nChanged 310
		SP:Iteration 67Q (17134.560000 sec): 3 clusters
  Score: Raw -4133970.626464 + Penalty 3452.952343 = -4130517.674121
  nChanged 304
		SP:Iteration 68Q (17134.980000 sec): 3 clusters
  Score: Raw -4134054.399105 + Penalty 3452.952343 = -4130601.446762
  nChanged 295
		SP:Iteration 69Q (17135.360000 sec): 3 clusters
  Score: Raw -4134142.188075 + Penalty 3452.952343 = -4130689.235732
  nChanged 309
		SP:Iteration 70Q (17135.790000 sec): 3 clusters
  Score: Raw -4134225.590200 + Penalty 3452.952343 = -4130772.637857
  nChanged 269
		SP:Iteration 71Q (17136.150000 sec): 3 clusters
  Score: Raw -4134294.512444 + Penalty 3452.952343 = -4130841.560101
  nChanged 248
		SP:Iteration 72Q (17136.530000 sec): 3 clusters
  Score: Raw -4134362.811750 + Penalty 3452.952343 = -4130909.859407
  nChanged 251
		SP:Iteration 73Q (17136.900000 sec): 3 clusters
  Score: Raw -4134435.176558 + Penalty 3452.952343 = -4130982.224215
  nChanged 258
		SP:Iteration 74Q (17137.360000 sec): 3 clusters
  Score: Raw -4134505.413398 + Penalty 3452.952343 = -4131052.461055
  nChanged 219
		SP:Iteration 75Q (17137.720000 sec): 3 clusters
  Score: Raw -4134559.187047 + Penalty 3452.952343 = -4131106.234704
  nChanged 185
		SP:Iteration 76Q (17138.140000 sec): 3 clusters
  Score: Raw -4134598.944184 + Penalty 3452.952343 = -4131145.991841
  nChanged 174
		SP:Iteration 77Q (17138.520000 sec): 3 clusters
  Score: Raw -4134638.995150 + Penalty 3452.952343 = -4131186.042807
  nChanged 162
		SP:Iteration 78Q (17138.890000 sec): 3 clusters
  Score: Raw -4134674.394137 + Penalty 3452.952343 = -4131221.441794
  nChanged 145
		SP:Iteration 79Q (17139.280000 sec): 3 clusters
  Score: Raw -4134705.666686 + Penalty 3452.952343 = -4131252.714343
  nChanged 144
		SP:Iteration 80F (17139.690000 sec): 3 clusters
  Score: Raw -4134739.971165 + Penalty 3452.952343 = -4131287.018822
  nChanged 114
		SP:Iteration 81Q (17140.130000 sec): 3 clusters
  Score: Raw -4134765.010419 + Penalty 3452.952343 = -4131312.058076
  nChanged 102
		SP:Iteration 82Q (17140.600000 sec): 3 clusters
  Score: Raw -4134785.170096 + Penalty 3452.952343 = -4131332.217753
  nChanged 76
		SP:Iteration 83Q (17141.090000 sec): 3 clusters
  Score: Raw -4134800.533019 + Penalty 3452.952343 = -4131347.580676
  nChanged 74
		SP:Iteration 84Q (17141.530000 sec): 3 clusters
  Score: Raw -4134812.704486 + Penalty 3452.952343 = -4131359.752143
  nChanged 81
		SP:Iteration 85Q (17141.930000 sec): 3 clusters
  Score: Raw -4134824.458369 + Penalty 3452.952343 = -4131371.506026
  nChanged 59
		SP:Iteration 86Q (17142.350000 sec): 3 clusters
  Score: Raw -4134834.392619 + Penalty 3452.952343 = -4131381.440276
  nChanged 59
		SP:Iteration 87Q (17142.800000 sec): 3 clusters
  Score: Raw -4134844.370589 + Penalty 3452.952343 = -4131391.418246
  nChanged 57
		SP:Iteration 88Q (17143.210000 sec): 3 clusters
  Score: Raw -4134853.234256 + Penalty 3452.952343 = -4131400.281913
  nChanged 53
		SP:Iteration 89Q (17143.590000 sec): 3 clusters
  Score: Raw -4134861.032107 + Penalty 3452.952343 = -4131408.079764
  nChanged 41
		SP:Iteration 90Q (17143.970000 sec): 3 clusters
  Score: Raw -4134867.373283 + Penalty 3452.952343 = -4131414.420940
  nChanged 37
		SP:Iteration 91Q (17144.380000 sec): 3 clusters
  Score: Raw -4134873.134558 + Penalty 3452.952343 = -4131420.182215
  nChanged 38
		SP:Iteration 92Q (17144.720000 sec): 3 clusters
  Score: Raw -4134879.703976 + Penalty 3452.952343 = -4131426.751633
  nChanged 43
		SP:Iteration 93Q (17145.110000 sec): 3 clusters
  Score: Raw -4134885.015376 + Penalty 3452.952343 = -4131432.063033
  nChanged 41
		SP:Iteration 94Q (17145.450000 sec): 3 clusters
  Score: Raw -4134890.335555 + Penalty 3452.952343 = -4131437.383212
  nChanged 38
		SP:Iteration 95Q (17145.880000 sec): 3 clusters
  Score: Raw -4134895.228156 + Penalty 3452.952343 = -4131442.275813
  nChanged 37
		SP:Iteration 96Q (17146.300000 sec): 3 clusters
  Score: Raw -4134901.763794 + Penalty 3452.952343 = -4131448.811451
  nChanged 41
		SP:Iteration 97Q (17146.720000 sec): 3 clusters
  Score: Raw -4134908.991141 + Penalty 3452.952343 = -4131456.038798
  nChanged 35
		SP:Iteration 98Q (17147.070000 sec): 3 clusters
  Score: Raw -4134915.769739 + Penalty 3452.952343 = -4131462.817396
  nChanged 34
		SP:Iteration 99Q (17147.540000 sec): 3 clusters
  Score: Raw -4134920.684848 + Penalty 3452.952343 = -4131467.732505
  nChanged 16
		SP:Iteration 100F (17147.990000 sec): 3 clusters
  Score: Raw -4134922.313680 + Penalty 3452.952343 = -4131469.361337
  nChanged 17
		SP:Iteration 101Q (17148.380000 sec): 3 clusters
  Score: Raw -4134924.239069 + Penalty 3452.952343 = -4131471.286726
  nChanged 15
		SP:Iteration 102Q (17148.760000 sec): 3 clusters
  Score: Raw -4134925.288402 + Penalty 3452.952343 = -4131472.336059
  nChanged 10
		SP:Iteration 103Q (17149.140000 sec): 3 clusters
  Score: Raw -4134926.113414 + Penalty 3452.952343 = -4131473.161071
  nChanged 7
		SP:Iteration 104Q (17149.490000 sec): 3 clusters
  Score: Raw -4134927.183194 + Penalty 3452.952343 = -4131474.230851
  nChanged 10
		SP:Iteration 105Q (17149.870000 sec): 3 clusters
  Score: Raw -4134927.882702 + Penalty 3452.952343 = -4131474.930359
  nChanged 5
		SP:Iteration 106Q (17150.200000 sec): 3 clusters
  Score: Raw -4134928.202318 + Penalty 3452.952343 = -4131475.249975
  nChanged 5
		SP:Iteration 107Q (17150.610000 sec): 3 clusters
  Score: Raw -4134928.599368 + Penalty 3452.952343 = -4131475.647025
  nChanged 2
		SP:Iteration 108Q (17151.070000 sec): 3 clusters
  Score: Raw -4134928.787783 + Penalty 3452.952343 = -4131475.835440
  nChanged 4
		SP:Iteration 109Q (17151.520000 sec): 3 clusters
  Score: Raw -4134929.255838 + Penalty 3452.952343 = -4131476.303495
  nChanged 8
		SP:Iteration 110Q (17151.930000 sec): 3 clusters
  Score: Raw -4134930.466885 + Penalty 3452.952343 = -4131477.514542
  nChanged 10
		SP:Iteration 111Q (17152.310000 sec): 3 clusters
  Score: Raw -4134931.785432 + Penalty 3452.952343 = -4131478.833089
  nChanged 6
		SP:Iteration 112Q (17152.690000 sec): 3 clusters
  Score: Raw -4134932.235707 + Penalty 3452.952343 = -4131479.283364
  nChanged 0
		SP:Iteration 113F (17153.060000 sec): 3 clusters
  Score: Raw -4134932.235707 + Penalty 3452.952343 = -4131479.283364
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (5894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17153.210000 sec): 2 clusters
  Score: Raw -691163.634671 + Penalty 1410.774652 = -689752.860019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17153.460000 sec): 3 clusters
  Score: Raw -688067.612027 + Penalty 2821.549303 = -685246.062724
  nChanged 2428
		SP:Iteration 1F (17153.630000 sec): 3 clusters
  Score: Raw -689453.291713 + Penalty 2821.549303 = -686631.742410
  nChanged 400
		SP:Iteration 2F (17153.810000 sec): 3 clusters
  Score: Raw -689680.860525 + Penalty 2821.549303 = -686859.311222
  nChanged 335
		SP:Iteration 3F (17154.120000 sec): 3 clusters
  Score: Raw -689862.742598 + Penalty 2821.549303 = -687041.193295
  nChanged 296
		SP:Iteration 4F (17154.330000 sec): 3 clusters
  Score: Raw -690023.265271 + Penalty 2821.549303 = -687201.715968
  nChanged 275
		SP:Iteration 5Q (17154.540000 sec): 3 clusters
  Score: Raw -690156.564065 + Penalty 2821.549303 = -687335.014762
  nChanged 220
		SP:Iteration 6Q (17154.740000 sec): 3 clusters
  Score: Raw -690271.927072 + Penalty 2821.549303 = -687450.377769
  nChanged 216
		SP:Iteration 7Q (17154.960000 sec): 3 clusters
  Score: Raw -690398.202231 + Penalty 2821.549303 = -687576.652928
  nChanged 216
		SP:Iteration 8Q (17155.170000 sec): 3 clusters
  Score: Raw -690524.462397 + Penalty 2821.549303 = -687702.913094
  nChanged 172
		SP:Iteration 9Q (17155.390000 sec): 3 clusters
  Score: Raw -690624.342363 + Penalty 2821.549303 = -687802.793060
  nChanged 172
		SP:Iteration 10Q (17155.570000 sec): 3 clusters
  Score: Raw -690721.643917 + Penalty 2821.549303 = -687900.094614
  nChanged 152
		SP:Iteration 11Q (17155.720000 sec): 3 clusters
  Score: Raw -690802.526647 + Penalty 2821.549303 = -687980.977344
  nChanged 135
		SP:Iteration 12Q (17155.890000 sec): 3 clusters
  Score: Raw -690871.429129 + Penalty 2821.549303 = -688049.879826
  nChanged 118
		SP:Iteration 13Q (17156.090000 sec): 3 clusters
  Score: Raw -690933.712415 + Penalty 2821.549303 = -688112.163112
  nChanged 112
		SP:Iteration 14Q (17156.230000 sec): 3 clusters
  Score: Raw -690992.085596 + Penalty 2821.549303 = -688170.536292
  nChanged 96
		SP:Iteration 15Q (17156.400000 sec): 3 clusters
  Score: Raw -691037.266054 + Penalty 2821.549303 = -688215.716751
  nChanged 69
		SP:Iteration 16Q (17156.640000 sec): 3 clusters
  Score: Raw -691065.252144 + Penalty 2821.549303 = -688243.702841
  nChanged 64
		SP:Iteration 17Q (17156.850000 sec): 3 clusters
  Score: Raw -691089.739412 + Penalty 2821.549303 = -688268.190109
  nChanged 70
		SP:Iteration 18Q (17157.030000 sec): 3 clusters
  Score: Raw -691129.041166 + Penalty 2821.549303 = -688307.491863
  nChanged 73
		SP:Iteration 19Q (17157.230000 sec): 3 clusters
  Score: Raw -691168.048503 + Penalty 2821.549303 = -688346.499200
  nChanged 65
		SP:Iteration 20F (17157.410000 sec): 3 clusters
  Score: Raw -691197.426444 + Penalty 2821.549303 = -688375.877141
  nChanged 53
		SP:Iteration 21Q (17157.580000 sec): 3 clusters
  Score: Raw -691212.407162 + Penalty 2821.549303 = -688390.857859
  nChanged 43
		SP:Iteration 22Q (17157.760000 sec): 3 clusters
  Score: Raw -691222.547756 + Penalty 2821.549303 = -688400.998453
  nChanged 24
		SP:Iteration 23Q (17157.970000 sec): 3 clusters
  Score: Raw -691228.611764 + Penalty 2821.549303 = -688407.062461
  nChanged 20
		SP:Iteration 24Q (17158.230000 sec): 3 clusters
  Score: Raw -691233.921425 + Penalty 2821.549303 = -688412.372122
  nChanged 16
		SP:Iteration 25Q (17158.430000 sec): 3 clusters
  Score: Raw -691237.758235 + Penalty 2821.549303 = -688416.208932
  nChanged 13
		SP:Iteration 26Q (17158.670000 sec): 3 clusters
  Score: Raw -691241.336667 + Penalty 2821.549303 = -688419.787364
  nChanged 10
		SP:Iteration 27Q (17158.890000 sec): 3 clusters
  Score: Raw -691243.401874 + Penalty 2821.549303 = -688421.852570
  nChanged 8
		SP:Iteration 28Q (17159.110000 sec): 3 clusters
  Score: Raw -691245.332952 + Penalty 2821.549303 = -688423.783649
  nChanged 3
		SP:Iteration 29Q (17159.330000 sec): 3 clusters
  Score: Raw -691246.066457 + Penalty 2821.549303 = -688424.517154
  nChanged 3
		SP:Iteration 30Q (17159.500000 sec): 3 clusters
  Score: Raw -691246.419509 + Penalty 2821.549303 = -688424.870206
  nChanged 0
		SP:Iteration 31F (17159.690000 sec): 3 clusters
  Score: Raw -691246.419509 + Penalty 2821.549303 = -688424.870206
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 8 (15322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17159.880000 sec): 2 clusters
  Score: Raw -1667630.739059 + Penalty 1566.019810 = -1666064.719250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17160.160000 sec): 3 clusters
  Score: Raw -1658530.709566 + Penalty 3132.039619 = -1655398.669946
  nChanged 6859
		SP:Iteration 1F (17160.440000 sec): 3 clusters
  Score: Raw -1662248.088635 + Penalty 3132.039619 = -1659116.049015
  nChanged 815
		SP:Iteration 2F (17160.710000 sec): 3 clusters
  Score: Raw -1662570.219030 + Penalty 3132.039619 = -1659438.179410
  nChanged 753
		SP:Iteration 3Q (17161.040000 sec): 3 clusters
  Score: Raw -1662877.806215 + Penalty 3132.039619 = -1659745.766595
  nChanged 671
		SP:Iteration 4Q (17161.270000 sec): 3 clusters
  Score: Raw -1663175.176584 + Penalty 3132.039619 = -1660043.136965
  nChanged 707
		SP:Iteration 5Q (17161.500000 sec): 3 clusters
  Score: Raw -1663484.534247 + Penalty 3132.039619 = -1660352.494628
  nChanged 690
		SP:Iteration 6Q (17161.760000 sec): 3 clusters
  Score: Raw -1663810.341888 + Penalty 3132.039619 = -1660678.302269
  nChanged 669
		SP:Iteration 7Q (17162.020000 sec): 3 clusters
  Score: Raw -1664169.459572 + Penalty 3132.039619 = -1661037.419953
  nChanged 708
		SP:Iteration 8Q (17162.270000 sec): 3 clusters
  Score: Raw -1664597.203234 + Penalty 3132.039619 = -1661465.163615
  nChanged 759
		SP:Iteration 9Q (17162.520000 sec): 3 clusters
  Score: Raw -1665123.261450 + Penalty 3132.039619 = -1661991.221831
  nChanged 739
		SP:Iteration 10Q (17162.810000 sec): 3 clusters
  Score: Raw -1665695.330486 + Penalty 3132.039619 = -1662563.290867
  nChanged 727
		SP:Iteration 11Q (17163.030000 sec): 3 clusters
  Score: Raw -1666286.670856 + Penalty 3132.039619 = -1663154.631236
  nChanged 729
		SP:Iteration 12Q (17163.310000 sec): 3 clusters
  Score: Raw -1666844.109999 + Penalty 3132.039619 = -1663712.070379
  nChanged 590
		SP:Iteration 13Q (17163.550000 sec): 3 clusters
  Score: Raw -1667287.376316 + Penalty 3132.039619 = -1664155.336697
  nChanged 495
		SP:Iteration 14Q (17163.800000 sec): 3 clusters
  Score: Raw -1667558.502388 + Penalty 3132.039619 = -1664426.462768
  nChanged 370
		SP:Iteration 15Q (17164.090000 sec): 3 clusters
  Score: Raw -1667717.176722 + Penalty 3132.039619 = -1664585.137102
  nChanged 258
		SP:Iteration 16Q (17164.330000 sec): 3 clusters
  Score: Raw -1667804.929595 + Penalty 3132.039619 = -1664672.889976
  nChanged 182
		SP:Iteration 17Q (17164.600000 sec): 3 clusters
  Score: Raw -1667857.833917 + Penalty 3132.039619 = -1664725.794297
  nChanged 157
		SP:Iteration 18Q (17164.890000 sec): 3 clusters
  Score: Raw -1667897.022213 + Penalty 3132.039619 = -1664764.982594
  nChanged 106
		SP:Iteration 19Q (17165.190000 sec): 3 clusters
  Score: Raw -1667924.208283 + Penalty 3132.039619 = -1664792.168663
  nChanged 115
		SP:Iteration 20F (17165.420000 sec): 3 clusters
  Score: Raw -1667951.062729 + Penalty 3132.039619 = -1664819.023109
  nChanged 95
		SP:Iteration 21Q (17165.630000 sec): 3 clusters
  Score: Raw -1667969.902443 + Penalty 3132.039619 = -1664837.862824
  nChanged 86
		SP:Iteration 22Q (17165.870000 sec): 3 clusters
  Score: Raw -1667986.004520 + Penalty 3132.039619 = -1664853.964900
  nChanged 76
		SP:Iteration 23Q (17166.180000 sec): 3 clusters
  Score: Raw -1668000.977818 + Penalty 3132.039619 = -1664868.938198
  nChanged 68
		SP:Iteration 24Q (17166.430000 sec): 3 clusters
  Score: Raw -1668013.842424 + Penalty 3132.039619 = -1664881.802804
  nChanged 51
		SP:Iteration 25Q (17166.720000 sec): 3 clusters
  Score: Raw -1668021.598623 + Penalty 3132.039619 = -1664889.559003
  nChanged 45
		SP:Iteration 26Q (17166.970000 sec): 3 clusters
  Score: Raw -1668027.590282 + Penalty 3132.039619 = -1664895.550662
  nChanged 39
		SP:Iteration 27Q (17167.220000 sec): 3 clusters
  Score: Raw -1668032.917575 + Penalty 3132.039619 = -1664900.877956
  nChanged 39
		SP:Iteration 28Q (17167.560000 sec): 3 clusters
  Score: Raw -1668037.273735 + Penalty 3132.039619 = -1664905.234116
  nChanged 32
		SP:Iteration 29Q (17167.800000 sec): 3 clusters
  Score: Raw -1668040.873939 + Penalty 3132.039619 = -1664908.834320
  nChanged 27
		SP:Iteration 30Q (17168.060000 sec): 3 clusters
  Score: Raw -1668044.321357 + Penalty 3132.039619 = -1664912.281738
  nChanged 37
		SP:Iteration 31Q (17168.330000 sec): 3 clusters
  Score: Raw -1668050.283402 + Penalty 3132.039619 = -1664918.243783
  nChanged 38
		SP:Iteration 32Q (17168.620000 sec): 3 clusters
  Score: Raw -1668055.304381 + Penalty 3132.039619 = -1664923.264762
  nChanged 34
		SP:Iteration 33Q (17168.880000 sec): 3 clusters
  Score: Raw -1668060.609220 + Penalty 3132.039619 = -1664928.569600
  nChanged 38
		SP:Iteration 34Q (17169.150000 sec): 3 clusters
  Score: Raw -1668066.916119 + Penalty 3132.039619 = -1664934.876500
  nChanged 42
		SP:Iteration 35Q (17169.400000 sec): 3 clusters
  Score: Raw -1668073.815439 + Penalty 3132.039619 = -1664941.775820
  nChanged 40
		SP:Iteration 36Q (17169.680000 sec): 3 clusters
  Score: Raw -1668080.576342 + Penalty 3132.039619 = -1664948.536722
  nChanged 48
		SP:Iteration 37Q (17169.940000 sec): 3 clusters
  Score: Raw -1668087.644684 + Penalty 3132.039619 = -1664955.605065
  nChanged 52
		SP:Iteration 38Q (17170.170000 sec): 3 clusters
  Score: Raw -1668096.453059 + Penalty 3132.039619 = -1664964.413440
  nChanged 59
		SP:Iteration 39Q (17170.430000 sec): 3 clusters
  Score: Raw -1668107.091688 + Penalty 3132.039619 = -1664975.052068
  nChanged 67
		SP:Iteration 40F (17170.740000 sec): 3 clusters
  Score: Raw -1668119.412705 + Penalty 3132.039619 = -1664987.373085
  nChanged 61
		SP:Iteration 41Q (17170.970000 sec): 3 clusters
  Score: Raw -1668128.244653 + Penalty 3132.039619 = -1664996.205033
  nChanged 38
		SP:Iteration 42Q (17171.150000 sec): 3 clusters
  Score: Raw -1668133.635572 + Penalty 3132.039619 = -1665001.595953
  nChanged 38
		SP:Iteration 43Q (17171.370000 sec): 3 clusters
  Score: Raw -1668139.462800 + Penalty 3132.039619 = -1665007.423180
  nChanged 39
		SP:Iteration 44Q (17171.630000 sec): 3 clusters
  Score: Raw -1668145.463725 + Penalty 3132.039619 = -1665013.424105
  nChanged 48
		SP:Iteration 45Q (17171.880000 sec): 3 clusters
  Score: Raw -1668154.030920 + Penalty 3132.039619 = -1665021.991300
  nChanged 50
		SP:Iteration 46Q (17172.070000 sec): 3 clusters
  Score: Raw -1668163.899905 + Penalty 3132.039619 = -1665031.860285
  nChanged 72
		SP:Iteration 47Q (17172.320000 sec): 3 clusters
  Score: Raw -1668178.643452 + Penalty 3132.039619 = -1665046.603832
  nChanged 74
		SP:Iteration 48Q (17172.540000 sec): 3 clusters
  Score: Raw -1668198.873699 + Penalty 3132.039619 = -1665066.834079
  nChanged 89
		SP:Iteration 49Q (17172.810000 sec): 3 clusters
  Score: Raw -1668218.221481 + Penalty 3132.039619 = -1665086.181861
  nChanged 79
		SP:Iteration 50Q (17173.060000 sec): 3 clusters
  Score: Raw -1668239.506353 + Penalty 3132.039619 = -1665107.466733
  nChanged 88
		SP:Iteration 51Q (17173.320000 sec): 3 clusters
  Score: Raw -1668263.670994 + Penalty 3132.039619 = -1665131.631375
  nChanged 110
		SP:Iteration 52Q (17173.580000 sec): 3 clusters
  Score: Raw -1668298.426719 + Penalty 3132.039619 = -1665166.387099
  nChanged 123
		SP:Iteration 53Q (17173.800000 sec): 3 clusters
  Score: Raw -1668337.115805 + Penalty 3132.039619 = -1665205.076186
  nChanged 113
		SP:Iteration 54Q (17174.070000 sec): 3 clusters
  Score: Raw -1668376.588791 + Penalty 3132.039619 = -1665244.549171
  nChanged 111
		SP:Iteration 55Q (17174.300000 sec): 3 clusters
  Score: Raw -1668419.310525 + Penalty 3132.039619 = -1665287.270905
  nChanged 129
		SP:Iteration 56Q (17174.560000 sec): 3 clusters
  Score: Raw -1668460.070030 + Penalty 3132.039619 = -1665328.030410
  nChanged 125
		SP:Iteration 57Q (17174.790000 sec): 3 clusters
  Score: Raw -1668496.950567 + Penalty 3132.039619 = -1665364.910948
  nChanged 110
		SP:Iteration 58Q (17175.100000 sec): 3 clusters
  Score: Raw -1668525.052543 + Penalty 3132.039619 = -1665393.012923
  nChanged 84
		SP:Iteration 59Q (17175.350000 sec): 3 clusters
  Score: Raw -1668542.821018 + Penalty 3132.039619 = -1665410.781398
  nChanged 73
		SP:Iteration 60F (17175.560000 sec): 3 clusters
  Score: Raw -1668560.969854 + Penalty 3132.039619 = -1665428.930235
  nChanged 81
		SP:Iteration 61Q (17175.840000 sec): 3 clusters
  Score: Raw -1668580.492659 + Penalty 3132.039619 = -1665448.453040
  nChanged 91
		SP:Iteration 62Q (17176.140000 sec): 3 clusters
  Score: Raw -1668600.778323 + Penalty 3132.039619 = -1665468.738703
  nChanged 82
		SP:Iteration 63Q (17176.390000 sec): 3 clusters
  Score: Raw -1668617.414552 + Penalty 3132.039619 = -1665485.374933
  nChanged 79
		SP:Iteration 64Q (17176.670000 sec): 3 clusters
  Score: Raw -1668632.713667 + Penalty 3132.039619 = -1665500.674047
  nChanged 63
		SP:Iteration 65Q (17176.920000 sec): 3 clusters
  Score: Raw -1668644.481077 + Penalty 3132.039619 = -1665512.441458
  nChanged 70
		SP:Iteration 66Q (17177.200000 sec): 3 clusters
  Score: Raw -1668654.936182 + Penalty 3132.039619 = -1665522.896562
  nChanged 45
		SP:Iteration 67Q (17177.470000 sec): 3 clusters
  Score: Raw -1668660.932835 + Penalty 3132.039619 = -1665528.893216
  nChanged 44
		SP:Iteration 68Q (17177.730000 sec): 3 clusters
  Score: Raw -1668666.379296 + Penalty 3132.039619 = -1665534.339677
  nChanged 43
		SP:Iteration 69Q (17178.000000 sec): 3 clusters
  Score: Raw -1668671.677923 + Penalty 3132.039619 = -1665539.638303
  nChanged 30
		SP:Iteration 70Q (17178.210000 sec): 3 clusters
  Score: Raw -1668675.411528 + Penalty 3132.039619 = -1665543.371909
  nChanged 18
		SP:Iteration 71Q (17178.440000 sec): 3 clusters
  Score: Raw -1668677.658197 + Penalty 3132.039619 = -1665545.618577
  nChanged 20
		SP:Iteration 72Q (17178.650000 sec): 3 clusters
  Score: Raw -1668679.951856 + Penalty 3132.039619 = -1665547.912236
  nChanged 26
		SP:Iteration 73Q (17178.890000 sec): 3 clusters
  Score: Raw -1668683.323100 + Penalty 3132.039619 = -1665551.283480
  nChanged 23
		SP:Iteration 74Q (17179.150000 sec): 3 clusters
  Score: Raw -1668685.815501 + Penalty 3132.039619 = -1665553.775881
  nChanged 22
		SP:Iteration 75Q (17179.380000 sec): 3 clusters
  Score: Raw -1668688.761068 + Penalty 3132.039619 = -1665556.721449
  nChanged 22
		SP:Iteration 76Q (17179.600000 sec): 3 clusters
  Score: Raw -1668692.313621 + Penalty 3132.039619 = -1665560.274002
  nChanged 26
		SP:Iteration 77Q (17179.890000 sec): 3 clusters
  Score: Raw -1668695.898287 + Penalty 3132.039619 = -1665563.858667
  nChanged 26
		SP:Iteration 78Q (17180.100000 sec): 3 clusters
  Score: Raw -1668699.073678 + Penalty 3132.039619 = -1665567.034059
  nChanged 16
		SP:Iteration 79Q (17180.390000 sec): 3 clusters
  Score: Raw -1668700.768127 + Penalty 3132.039619 = -1665568.728508
  nChanged 14
		SP:Iteration 80F (17180.600000 sec): 3 clusters
  Score: Raw -1668702.450644 + Penalty 3132.039619 = -1665570.411024
  nChanged 13
		SP:Iteration 81Q (17180.820000 sec): 3 clusters
  Score: Raw -1668703.649307 + Penalty 3132.039619 = -1665571.609688
  nChanged 9
		SP:Iteration 82Q (17181.020000 sec): 3 clusters
  Score: Raw -1668704.246495 + Penalty 3132.039619 = -1665572.206875
  nChanged 8
		SP:Iteration 83Q (17181.270000 sec): 3 clusters
  Score: Raw -1668704.723804 + Penalty 3132.039619 = -1665572.684185
  nChanged 9
		SP:Iteration 84Q (17181.440000 sec): 3 clusters
  Score: Raw -1668705.539955 + Penalty 3132.039619 = -1665573.500335
  nChanged 7
		SP:Iteration 85Q (17181.680000 sec): 3 clusters
  Score: Raw -1668705.959888 + Penalty 3132.039619 = -1665573.920269
  nChanged 1
		SP:Iteration 86Q (17181.860000 sec): 3 clusters
  Score: Raw -1668706.016243 + Penalty 3132.039619 = -1665573.976624
  nChanged 1
		SP:Iteration 87Q (17182.130000 sec): 3 clusters
  Score: Raw -1668706.040533 + Penalty 3132.039619 = -1665574.000914
  nChanged 0
		SP:Iteration 88F (17182.340000 sec): 3 clusters
  Score: Raw -1668706.040533 + Penalty 3132.039619 = -1665574.000914
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17182.440000 sec): 2 clusters
  Score: Raw -11128.830052 + Penalty 783.295754 = -10345.534297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17182.640000 sec): 3 clusters
  Score: Raw -11471.307823 + Penalty 1566.591509 = -9904.716315
  nChanged 15
		SP:Iteration 1F (17182.780000 sec): 3 clusters
  Score: Raw -11529.159610 + Penalty 1566.591509 = -9962.568101
  nChanged 1
		SP:Iteration 2Q (17182.960000 sec): 3 clusters
  Score: Raw -11535.384427 + Penalty 1566.591509 = -9968.792918
  nChanged 0
		SP:Iteration 3F (17183.150000 sec): 3 clusters
  Score: Raw -11535.384427 + Penalty 1566.591509 = -9968.792918
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 10 (63610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17183.480000 sec): 2 clusters
  Score: Raw -6735479.210482 + Penalty 1797.335470 = -6733681.875012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17183.960000 sec): 3 clusters
  Score: Raw -6694639.232200 + Penalty 3594.670940 = -6691044.561260
  nChanged 30094
		SP:Iteration 1F (17184.430000 sec): 3 clusters
  Score: Raw -6711892.782845 + Penalty 3594.670940 = -6708298.111905
  nChanged 2707
		SP:Iteration 2Q (17184.870000 sec): 3 clusters
  Score: Raw -6712829.943759 + Penalty 3594.670940 = -6709235.272818
  nChanged 2901
		SP:Iteration 3Q (17185.320000 sec): 3 clusters
  Score: Raw -6714028.152084 + Penalty 3594.670940 = -6710433.481143
  nChanged 3285
		SP:Iteration 4F (17185.760000 sec): 3 clusters
  Score: Raw -6715631.976109 + Penalty 3594.670940 = -6712037.305169
  nChanged 3687
		SP:Iteration 5F (17186.170000 sec): 3 clusters
  Score: Raw -6717693.968783 + Penalty 3594.670940 = -6714099.297842
  nChanged 3969
		SP:Iteration 6F (17186.600000 sec): 3 clusters
  Score: Raw -6720081.782910 + Penalty 3594.670940 = -6716487.111970
  nChanged 3868
		SP:Iteration 7F (17187.070000 sec): 3 clusters
  Score: Raw -6722462.272928 + Penalty 3594.670940 = -6718867.601987
  nChanged 3602
		SP:Iteration 8F (17187.510000 sec): 3 clusters
  Score: Raw -6724533.436968 + Penalty 3594.670940 = -6720938.766028
  nChanged 3144
		SP:Iteration 9Q (17188.050000 sec): 3 clusters
  Score: Raw -6726164.299010 + Penalty 3594.670940 = -6722569.628070
  nChanged 2510
		SP:Iteration 10Q (17188.580000 sec): 3 clusters
  Score: Raw -6727251.443226 + Penalty 3594.670940 = -6723656.772286
  nChanged 1933
		SP:Iteration 11Q (17189.070000 sec): 3 clusters
  Score: Raw -6727918.269403 + Penalty 3594.670940 = -6724323.598463
  nChanged 1402
		SP:Iteration 12Q (17189.560000 sec): 3 clusters
  Score: Raw -6728311.547101 + Penalty 3594.670940 = -6724716.876161
  nChanged 1092
		SP:Iteration 13Q (17190.060000 sec): 3 clusters
  Score: Raw -6728575.693535 + Penalty 3594.670940 = -6724981.022595
  nChanged 811
		SP:Iteration 14Q (17190.530000 sec): 3 clusters
  Score: Raw -6728741.056154 + Penalty 3594.670940 = -6725146.385214
  nChanged 691
		SP:Iteration 15Q (17191.030000 sec): 3 clusters
  Score: Raw -6728879.921404 + Penalty 3594.670940 = -6725285.250463
  nChanged 658
		SP:Iteration 16Q (17191.520000 sec): 3 clusters
  Score: Raw -6729011.808275 + Penalty 3594.670940 = -6725417.137335
  nChanged 685
		SP:Iteration 17Q (17192.010000 sec): 3 clusters
  Score: Raw -6729154.013379 + Penalty 3594.670940 = -6725559.342439
  nChanged 669
		SP:Iteration 18Q (17192.470000 sec): 3 clusters
  Score: Raw -6729298.001562 + Penalty 3594.670940 = -6725703.330622
  nChanged 706
		SP:Iteration 19Q (17193.000000 sec): 3 clusters
  Score: Raw -6729460.513180 + Penalty 3594.670940 = -6725865.842240
  nChanged 744
		SP:Iteration 20F (17193.510000 sec): 3 clusters
  Score: Raw -6729641.798727 + Penalty 3594.670940 = -6726047.127786
  nChanged 776
		SP:Iteration 21Q (17193.970000 sec): 3 clusters
  Score: Raw -6729847.945489 + Penalty 3594.670940 = -6726253.274549
  nChanged 837
		SP:Iteration 22Q (17194.480000 sec): 3 clusters
  Score: Raw -6730081.440914 + Penalty 3594.670940 = -6726486.769974
  nChanged 866
		SP:Iteration 23Q (17195.010000 sec): 3 clusters
  Score: Raw -6730339.737087 + Penalty 3594.670940 = -6726745.066147
  nChanged 904
		SP:Iteration 24Q (17195.530000 sec): 3 clusters
  Score: Raw -6730618.098605 + Penalty 3594.670940 = -6727023.427665
  nChanged 912
		SP:Iteration 25Q (17196.000000 sec): 3 clusters
  Score: Raw -6730906.393677 + Penalty 3594.670940 = -6727311.722737
  nChanged 922
		SP:Iteration 26Q (17196.500000 sec): 3 clusters
  Score: Raw -6731217.269581 + Penalty 3594.670940 = -6727622.598640
  nChanged 937
		SP:Iteration 27Q (17196.990000 sec): 3 clusters
  Score: Raw -6731530.007748 + Penalty 3594.670940 = -6727935.336808
  nChanged 913
		SP:Iteration 28Q (17197.450000 sec): 3 clusters
  Score: Raw -6731841.255375 + Penalty 3594.670940 = -6728246.584435
  nChanged 871
		SP:Iteration 29Q (17197.910000 sec): 3 clusters
  Score: Raw -6732139.433529 + Penalty 3594.670940 = -6728544.762589
  nChanged 842
		SP:Iteration 30Q (17198.340000 sec): 3 clusters
  Score: Raw -6732443.173878 + Penalty 3594.670940 = -6728848.502938
  nChanged 812
		SP:Iteration 31Q (17198.870000 sec): 3 clusters
  Score: Raw -6732730.389376 + Penalty 3594.670940 = -6729135.718436
  nChanged 806
		SP:Iteration 32Q (17199.400000 sec): 3 clusters
  Score: Raw -6733012.785326 + Penalty 3594.670940 = -6729418.114386
  nChanged 784
		SP:Iteration 33Q (17199.850000 sec): 3 clusters
  Score: Raw -6733283.441779 + Penalty 3594.670940 = -6729688.770839
  nChanged 717
		SP:Iteration 34Q (17200.330000 sec): 3 clusters
  Score: Raw -6733532.265479 + Penalty 3594.670940 = -6729937.594539
  nChanged 671
		SP:Iteration 35Q (17200.800000 sec): 3 clusters
  Score: Raw -6733753.819451 + Penalty 3594.670940 = -6730159.148511
  nChanged 640
		SP:Iteration 36Q (17201.300000 sec): 3 clusters
  Score: Raw -6733970.453105 + Penalty 3594.670940 = -6730375.782165
  nChanged 628
		SP:Iteration 37Q (17201.780000 sec): 3 clusters
  Score: Raw -6734186.765524 + Penalty 3594.670940 = -6730592.094584
  nChanged 581
		SP:Iteration 38Q (17202.220000 sec): 3 clusters
  Score: Raw -6734381.204206 + Penalty 3594.670940 = -6730786.533266
  nChanged 502
		SP:Iteration 39Q (17202.810000 sec): 3 clusters
  Score: Raw -6734532.620697 + Penalty 3594.670940 = -6730937.949756
  nChanged 452
		SP:Iteration 40F (17203.310000 sec): 3 clusters
  Score: Raw -6734677.084123 + Penalty 3594.670940 = -6731082.413183
  nChanged 436
		SP:Iteration 41Q (17203.800000 sec): 3 clusters
  Score: Raw -6734814.594908 + Penalty 3594.670940 = -6731219.923968
  nChanged 388
		SP:Iteration 42Q (17204.320000 sec): 3 clusters
  Score: Raw -6734943.231913 + Penalty 3594.670940 = -6731348.560973
  nChanged 356
		SP:Iteration 43Q (17204.810000 sec): 3 clusters
  Score: Raw -6735068.885147 + Penalty 3594.670940 = -6731474.214206
  nChanged 320
		SP:Iteration 44Q (17205.240000 sec): 3 clusters
  Score: Raw -6735178.995232 + Penalty 3594.670940 = -6731584.324292
  nChanged 280
		SP:Iteration 45Q (17205.640000 sec): 3 clusters
  Score: Raw -6735266.398314 + Penalty 3594.670940 = -6731671.727374
  nChanged 244
		SP:Iteration 46Q (17206.040000 sec): 3 clusters
  Score: Raw -6735344.440259 + Penalty 3594.670940 = -6731749.769319
  nChanged 236
		SP:Iteration 47Q (17206.440000 sec): 3 clusters
  Score: Raw -6735419.422732 + Penalty 3594.670940 = -6731824.751792
  nChanged 226
		SP:Iteration 48Q (17206.840000 sec): 3 clusters
  Score: Raw -6735494.583077 + Penalty 3594.670940 = -6731899.912137
  nChanged 198
		SP:Iteration 49Q (17207.260000 sec): 3 clusters
  Score: Raw -6735558.277940 + Penalty 3594.670940 = -6731963.607000
  nChanged 180
		SP:Iteration 50Q (17207.680000 sec): 3 clusters
  Score: Raw -6735618.373192 + Penalty 3594.670940 = -6732023.702252
  nChanged 163
		SP:Iteration 51Q (17208.050000 sec): 3 clusters
  Score: Raw -6735669.157208 + Penalty 3594.670940 = -6732074.486267
  nChanged 142
		SP:Iteration 52Q (17208.460000 sec): 3 clusters
  Score: Raw -6735718.503062 + Penalty 3594.670940 = -6732123.832122
  nChanged 141
		SP:Iteration 53Q (17208.890000 sec): 3 clusters
  Score: Raw -6735764.701135 + Penalty 3594.670940 = -6732170.030195
  nChanged 109
		SP:Iteration 54Q (17209.300000 sec): 3 clusters
  Score: Raw -6735793.247414 + Penalty 3594.670940 = -6732198.576474
  nChanged 83
		SP:Iteration 55Q (17209.710000 sec): 3 clusters
  Score: Raw -6735817.200748 + Penalty 3594.670940 = -6732222.529808
  nChanged 82
		SP:Iteration 56Q (17210.140000 sec): 3 clusters
  Score: Raw -6735842.526327 + Penalty 3594.670940 = -6732247.855386
  nChanged 71
		SP:Iteration 57Q (17210.560000 sec): 3 clusters
  Score: Raw -6735865.226423 + Penalty 3594.670940 = -6732270.555482
  nChanged 64
		SP:Iteration 58Q (17210.980000 sec): 3 clusters
  Score: Raw -6735885.090547 + Penalty 3594.670940 = -6732290.419607
  nChanged 51
		SP:Iteration 59Q (17211.380000 sec): 3 clusters
  Score: Raw -6735897.875256 + Penalty 3594.670940 = -6732303.204316
  nChanged 40
		SP:Iteration 60F (17211.810000 sec): 3 clusters
  Score: Raw -6735907.383706 + Penalty 3594.670940 = -6732312.712766
  nChanged 33
		SP:Iteration 61Q (17212.200000 sec): 3 clusters
  Score: Raw -6735915.565716 + Penalty 3594.670940 = -6732320.894776
  nChanged 21
		SP:Iteration 62Q (17212.650000 sec): 3 clusters
  Score: Raw -6735920.864129 + Penalty 3594.670940 = -6732326.193189
  nChanged 27
		SP:Iteration 63Q (17213.040000 sec): 3 clusters
  Score: Raw -6735927.953540 + Penalty 3594.670940 = -6732333.282599
  nChanged 27
		SP:Iteration 64Q (17213.480000 sec): 3 clusters
  Score: Raw -6735935.457709 + Penalty 3594.670940 = -6732340.786769
  nChanged 27
		SP:Iteration 65Q (17214.010000 sec): 3 clusters
  Score: Raw -6735943.745003 + Penalty 3594.670940 = -6732349.074063
  nChanged 26
		SP:Iteration 66Q (17214.480000 sec): 3 clusters
  Score: Raw -6735950.420333 + Penalty 3594.670940 = -6732355.749393
  nChanged 16
		SP:Iteration 67Q (17214.970000 sec): 3 clusters
  Score: Raw -6735953.934700 + Penalty 3594.670940 = -6732359.263760
  nChanged 18
		SP:Iteration 68Q (17215.380000 sec): 3 clusters
  Score: Raw -6735957.834204 + Penalty 3594.670940 = -6732363.163263
  nChanged 14
		SP:Iteration 69Q (17215.840000 sec): 3 clusters
  Score: Raw -6735962.003932 + Penalty 3594.670940 = -6732367.332992
  nChanged 14
		SP:Iteration 70Q (17216.330000 sec): 3 clusters
  Score: Raw -6735965.271534 + Penalty 3594.670940 = -6732370.600594
  nChanged 8
		SP:Iteration 71Q (17216.840000 sec): 3 clusters
  Score: Raw -6735966.440554 + Penalty 3594.670940 = -6732371.769614
  nChanged 4
		SP:Iteration 72Q (17217.290000 sec): 3 clusters
  Score: Raw -6735966.999088 + Penalty 3594.670940 = -6732372.328148
  nChanged 4
		SP:Iteration 73Q (17217.760000 sec): 3 clusters
  Score: Raw -6735967.850713 + Penalty 3594.670940 = -6732373.179773
  nChanged 9
		SP:Iteration 74Q (17218.160000 sec): 3 clusters
  Score: Raw -6735969.218046 + Penalty 3594.670940 = -6732374.547106
  nChanged 6
		SP:Iteration 75Q (17218.650000 sec): 3 clusters
  Score: Raw -6735970.759528 + Penalty 3594.670940 = -6732376.088588
  nChanged 12
		SP:Iteration 76Q (17219.090000 sec): 3 clusters
  Score: Raw -6735973.403131 + Penalty 3594.670940 = -6732378.732191
  nChanged 14
		SP:Iteration 77Q (17219.530000 sec): 3 clusters
  Score: Raw -6735976.729911 + Penalty 3594.670940 = -6732382.058971
  nChanged 13
		SP:Iteration 78Q (17220.030000 sec): 3 clusters
  Score: Raw -6735979.163389 + Penalty 3594.670940 = -6732384.492449
  nChanged 9
		SP:Iteration 79Q (17220.510000 sec): 3 clusters
  Score: Raw -6735981.785230 + Penalty 3594.670940 = -6732387.114290
  nChanged 10
		SP:Iteration 80F (17220.960000 sec): 3 clusters
  Score: Raw -6735984.473939 + Penalty 3594.670940 = -6732389.802999
  nChanged 15
		SP:Iteration 81Q (17221.430000 sec): 3 clusters
  Score: Raw -6735988.862275 + Penalty 3594.670940 = -6732394.191335
  nChanged 19
		SP:Iteration 82Q (17221.870000 sec): 3 clusters
  Score: Raw -6735994.244269 + Penalty 3594.670940 = -6732399.573328
  nChanged 15
		SP:Iteration 83Q (17222.310000 sec): 3 clusters
  Score: Raw -6735998.331883 + Penalty 3594.670940 = -6732403.660943
  nChanged 16
		SP:Iteration 84Q (17222.750000 sec): 3 clusters
  Score: Raw -6736002.923249 + Penalty 3594.670940 = -6732408.252309
  nChanged 13
		SP:Iteration 85Q (17223.200000 sec): 3 clusters
  Score: Raw -6736007.362610 + Penalty 3594.670940 = -6732412.691670
  nChanged 14
		SP:Iteration 86Q (17223.630000 sec): 3 clusters
  Score: Raw -6736011.626575 + Penalty 3594.670940 = -6732416.955635
  nChanged 14
		SP:Iteration 87Q (17224.050000 sec): 3 clusters
  Score: Raw -6736015.435585 + Penalty 3594.670940 = -6732420.764645
  nChanged 11
		SP:Iteration 88Q (17224.470000 sec): 3 clusters
  Score: Raw -6736017.856190 + Penalty 3594.670940 = -6732423.185250
  nChanged 10
		SP:Iteration 89Q (17224.900000 sec): 3 clusters
  Score: Raw -6736020.010762 + Penalty 3594.670940 = -6732425.339822
  nChanged 10
		SP:Iteration 90Q (17225.400000 sec): 3 clusters
  Score: Raw -6736023.016741 + Penalty 3594.670940 = -6732428.345801
  nChanged 14
		SP:Iteration 91Q (17225.840000 sec): 3 clusters
  Score: Raw -6736027.015013 + Penalty 3594.670940 = -6732432.344073
  nChanged 13
		SP:Iteration 92Q (17226.270000 sec): 3 clusters
  Score: Raw -6736030.081520 + Penalty 3594.670940 = -6732435.410580
  nChanged 7
		SP:Iteration 93Q (17226.740000 sec): 3 clusters
  Score: Raw -6736031.320583 + Penalty 3594.670940 = -6732436.649643
  nChanged 2
		SP:Iteration 94Q (17227.170000 sec): 3 clusters
  Score: Raw -6736031.553649 + Penalty 3594.670940 = -6732436.882708
  nChanged 1
		SP:Iteration 95Q (17227.590000 sec): 3 clusters
  Score: Raw -6736031.817633 + Penalty 3594.670940 = -6732437.146692
  nChanged 0
		SP:Iteration 96F (17228.020000 sec): 3 clusters
  Score: Raw -6736031.817633 + Penalty 3594.670940 = -6732437.146692
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 11 (438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17228.130000 sec): 2 clusters
  Score: Raw -49425.976389 + Penalty 988.360573 = -48437.615816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17228.320000 sec): 3 clusters
  Score: Raw -49381.475260 + Penalty 1976.721146 = -47404.754114
  nChanged 107
		SP:Iteration 1F (17228.480000 sec): 3 clusters
  Score: Raw -49585.104282 + Penalty 1976.721146 = -47608.383136
  nChanged 27
		SP:Iteration 2F (17228.660000 sec): 3 clusters
  Score: Raw -49650.654821 + Penalty 1976.721146 = -47673.933675
  nChanged 10
		SP:Iteration 3Q (17228.780000 sec): 3 clusters
  Score: Raw -49672.017576 + Penalty 1976.721146 = -47695.296430
  nChanged 5
		SP:Iteration 4Q (17229.000000 sec): 3 clusters
  Score: Raw -49682.567100 + Penalty 1976.721146 = -47705.845954
  nChanged 3
		SP:Iteration 5Q (17229.160000 sec): 3 clusters
  Score: Raw -49689.679756 + Penalty 1976.721146 = -47712.958611
  nChanged 0
		SP:Iteration 6F (17229.320000 sec): 3 clusters
  Score: Raw -49689.679756 + Penalty 1976.721146 = -47712.958611
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 12 (8251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17229.480000 sec): 2 clusters
  Score: Raw -952122.399319 + Penalty 1465.439574 = -950656.959745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17229.650000 sec): 3 clusters
  Score: Raw -947482.580094 + Penalty 2930.879147 = -944551.700947
  nChanged 3540
		SP:Iteration 1F (17229.850000 sec): 3 clusters
  Score: Raw -949431.412680 + Penalty 2930.879147 = -946500.533532
  nChanged 610
		SP:Iteration 2F (17230.060000 sec): 3 clusters
  Score: Raw -949850.690214 + Penalty 2930.879147 = -946919.811067
  nChanged 595
		SP:Iteration 3F (17230.260000 sec): 3 clusters
  Score: Raw -950339.349043 + Penalty 2930.879147 = -947408.469896
  nChanged 623
		SP:Iteration 4F (17230.510000 sec): 3 clusters
  Score: Raw -950836.077083 + Penalty 2930.879147 = -947905.197936
  nChanged 585
		SP:Iteration 5F (17230.690000 sec): 3 clusters
  Score: Raw -951271.454644 + Penalty 2930.879147 = -948340.575497
  nChanged 476
		SP:Iteration 6F (17230.880000 sec): 3 clusters
  Score: Raw -951572.493005 + Penalty 2930.879147 = -948641.613858
  nChanged 426
		SP:Iteration 7F (17231.110000 sec): 3 clusters
  Score: Raw -951813.873669 + Penalty 2930.879147 = -948882.994522
  nChanged 312
		SP:Iteration 8Q (17231.340000 sec): 3 clusters
  Score: Raw -951969.081902 + Penalty 2930.879147 = -949038.202754
  nChanged 241
		SP:Iteration 9Q (17231.500000 sec): 3 clusters
  Score: Raw -952078.881399 + Penalty 2930.879147 = -949148.002251
  nChanged 193
		SP:Iteration 10Q (17231.710000 sec): 3 clusters
  Score: Raw -952163.531322 + Penalty 2930.879147 = -949232.652175
  nChanged 145
		SP:Iteration 11Q (17231.900000 sec): 3 clusters
  Score: Raw -952217.562200 + Penalty 2930.879147 = -949286.683053
  nChanged 120
		SP:Iteration 12Q (17232.100000 sec): 3 clusters
  Score: Raw -952256.493288 + Penalty 2930.879147 = -949325.614141
  nChanged 105
		SP:Iteration 13Q (17232.260000 sec): 3 clusters
  Score: Raw -952290.587339 + Penalty 2930.879147 = -949359.708191
  nChanged 71
		SP:Iteration 14Q (17232.470000 sec): 3 clusters
  Score: Raw -952314.635629 + Penalty 2930.879147 = -949383.756482
  nChanged 66
		SP:Iteration 15Q (17232.640000 sec): 3 clusters
  Score: Raw -952335.731670 + Penalty 2930.879147 = -949404.852523
  nChanged 64
		SP:Iteration 16Q (17232.810000 sec): 3 clusters
  Score: Raw -952354.102764 + Penalty 2930.879147 = -949423.223616
  nChanged 58
		SP:Iteration 17Q (17233.050000 sec): 3 clusters
  Score: Raw -952370.387456 + Penalty 2930.879147 = -949439.508309
  nChanged 50
		SP:Iteration 18Q (17233.220000 sec): 3 clusters
  Score: Raw -952382.556598 + Penalty 2930.879147 = -949451.677451
  nChanged 41
		SP:Iteration 19Q (17233.440000 sec): 3 clusters
  Score: Raw -952392.332640 + Penalty 2930.879147 = -949461.453493
  nChanged 46
		SP:Iteration 20F (17233.650000 sec): 3 clusters
  Score: Raw -952402.309254 + Penalty 2930.879147 = -949471.430107
  nChanged 33
		SP:Iteration 21Q (17233.870000 sec): 3 clusters
  Score: Raw -952408.585264 + Penalty 2930.879147 = -949477.706117
  nChanged 32
		SP:Iteration 22Q (17234.130000 sec): 3 clusters
  Score: Raw -952415.806155 + Penalty 2930.879147 = -949484.927007
  nChanged 30
		SP:Iteration 23Q (17234.330000 sec): 3 clusters
  Score: Raw -952421.603656 + Penalty 2930.879147 = -949490.724508
  nChanged 24
		SP:Iteration 24Q (17234.510000 sec): 3 clusters
  Score: Raw -952425.405915 + Penalty 2930.879147 = -949494.526768
  nChanged 21
		SP:Iteration 25Q (17234.740000 sec): 3 clusters
  Score: Raw -952429.215955 + Penalty 2930.879147 = -949498.336807
  nChanged 19
		SP:Iteration 26Q (17234.940000 sec): 3 clusters
  Score: Raw -952433.528021 + Penalty 2930.879147 = -949502.648873
  nChanged 30
		SP:Iteration 27Q (17235.160000 sec): 3 clusters
  Score: Raw -952441.211323 + Penalty 2930.879147 = -949510.332176
  nChanged 36
		SP:Iteration 28Q (17235.390000 sec): 3 clusters
  Score: Raw -952450.523376 + Penalty 2930.879147 = -949519.644229
  nChanged 34
		SP:Iteration 29Q (17235.610000 sec): 3 clusters
  Score: Raw -952458.294975 + Penalty 2930.879147 = -949527.415828
  nChanged 39
		SP:Iteration 30Q (17235.850000 sec): 3 clusters
  Score: Raw -952466.444780 + Penalty 2930.879147 = -949535.565632
  nChanged 33
		SP:Iteration 31Q (17236.030000 sec): 3 clusters
  Score: Raw -952473.090355 + Penalty 2930.879147 = -949542.211207
  nChanged 24
		SP:Iteration 32Q (17236.230000 sec): 3 clusters
  Score: Raw -952477.044281 + Penalty 2930.879147 = -949546.165134
  nChanged 17
		SP:Iteration 33Q (17236.430000 sec): 3 clusters
  Score: Raw -952479.707998 + Penalty 2930.879147 = -949548.828850
  nChanged 21
		SP:Iteration 34Q (17236.660000 sec): 3 clusters
  Score: Raw -952484.455275 + Penalty 2930.879147 = -949553.576128
  nChanged 23
		SP:Iteration 35Q (17236.850000 sec): 3 clusters
  Score: Raw -952489.771259 + Penalty 2930.879147 = -949558.892112
  nChanged 28
		SP:Iteration 36Q (17237.070000 sec): 3 clusters
  Score: Raw -952497.663126 + Penalty 2930.879147 = -949566.783979
  nChanged 36
		SP:Iteration 37Q (17237.260000 sec): 3 clusters
  Score: Raw -952508.732121 + Penalty 2930.879147 = -949577.852974
  nChanged 39
		SP:Iteration 38Q (17237.470000 sec): 3 clusters
  Score: Raw -952516.879477 + Penalty 2930.879147 = -949586.000329
  nChanged 31
		SP:Iteration 39Q (17237.670000 sec): 3 clusters
  Score: Raw -952522.311522 + Penalty 2930.879147 = -949591.432375
  nChanged 17
		SP:Iteration 40F (17237.860000 sec): 3 clusters
  Score: Raw -952525.564890 + Penalty 2930.879147 = -949594.685742
  nChanged 23
		SP:Iteration 41Q (17238.040000 sec): 3 clusters
  Score: Raw -952529.842218 + Penalty 2930.879147 = -949598.963070
  nChanged 16
		SP:Iteration 42Q (17238.230000 sec): 3 clusters
  Score: Raw -952532.265060 + Penalty 2930.879147 = -949601.385913
  nChanged 15
		SP:Iteration 43Q (17238.430000 sec): 3 clusters
  Score: Raw -952534.656923 + Penalty 2930.879147 = -949603.777776
  nChanged 8
		SP:Iteration 44Q (17238.630000 sec): 3 clusters
  Score: Raw -952535.934035 + Penalty 2930.879147 = -949605.054888
  nChanged 9
		SP:Iteration 45Q (17238.840000 sec): 3 clusters
  Score: Raw -952537.209450 + Penalty 2930.879147 = -949606.330303
  nChanged 10
		SP:Iteration 46Q (17239.050000 sec): 3 clusters
  Score: Raw -952538.809972 + Penalty 2930.879147 = -949607.930825
  nChanged 10
		SP:Iteration 47Q (17239.250000 sec): 3 clusters
  Score: Raw -952540.559515 + Penalty 2930.879147 = -949609.680367
  nChanged 7
		SP:Iteration 48Q (17239.470000 sec): 3 clusters
  Score: Raw -952541.854849 + Penalty 2930.879147 = -949610.975701
  nChanged 10
		SP:Iteration 49Q (17239.670000 sec): 3 clusters
  Score: Raw -952543.626886 + Penalty 2930.879147 = -949612.747739
  nChanged 11
		SP:Iteration 50Q (17239.910000 sec): 3 clusters
  Score: Raw -952545.511562 + Penalty 2930.879147 = -949614.632415
  nChanged 10
		SP:Iteration 51Q (17240.100000 sec): 3 clusters
  Score: Raw -952547.834148 + Penalty 2930.879147 = -949616.955001
  nChanged 13
		SP:Iteration 52Q (17240.330000 sec): 3 clusters
  Score: Raw -952549.873274 + Penalty 2930.879147 = -949618.994127
  nChanged 7
		SP:Iteration 53Q (17240.530000 sec): 3 clusters
  Score: Raw -952550.692834 + Penalty 2930.879147 = -949619.813686
  nChanged 3
		SP:Iteration 54Q (17240.720000 sec): 3 clusters
  Score: Raw -952551.069182 + Penalty 2930.879147 = -949620.190035
  nChanged 1
		SP:Iteration 55Q (17240.970000 sec): 3 clusters
  Score: Raw -952551.228893 + Penalty 2930.879147 = -949620.349746
  nChanged 3
		SP:Iteration 56Q (17241.180000 sec): 3 clusters
  Score: Raw -952551.500176 + Penalty 2930.879147 = -949620.621029
  nChanged 1
		SP:Iteration 57Q (17241.450000 sec): 3 clusters
  Score: Raw -952551.604870 + Penalty 2930.879147 = -949620.725723
  nChanged 2
		SP:Iteration 58Q (17241.650000 sec): 3 clusters
  Score: Raw -952551.986278 + Penalty 2930.879147 = -949621.107131
  nChanged 3
		SP:Iteration 59Q (17241.880000 sec): 3 clusters
  Score: Raw -952552.380005 + Penalty 2930.879147 = -949621.500858
  nChanged 2
		SP:Iteration 60F (17242.120000 sec): 3 clusters
  Score: Raw -952553.044899 + Penalty 2930.879147 = -949622.165752
  nChanged 2
		SP:Iteration 61Q (17242.300000 sec): 3 clusters
  Score: Raw -952553.259557 + Penalty 2930.879147 = -949622.380410
  nChanged 2
		SP:Iteration 62Q (17242.560000 sec): 3 clusters
  Score: Raw -952553.552995 + Penalty 2930.879147 = -949622.673848
  nChanged 3
		SP:Iteration 63Q (17242.760000 sec): 3 clusters
  Score: Raw -952553.933023 + Penalty 2930.879147 = -949623.053875
  nChanged 3
		SP:Iteration 64Q (17243.000000 sec): 3 clusters
  Score: Raw -952554.561000 + Penalty 2930.879147 = -949623.681853
  nChanged 4
		SP:Iteration 65Q (17243.200000 sec): 3 clusters
  Score: Raw -952555.304129 + Penalty 2930.879147 = -949624.424982
  nChanged 3
		SP:Iteration 66Q (17243.400000 sec): 3 clusters
  Score: Raw -952555.681714 + Penalty 2930.879147 = -949624.802567
  nChanged 1
		SP:Iteration 67Q (17243.600000 sec): 3 clusters
  Score: Raw -952555.877472 + Penalty 2930.879147 = -949624.998325
  nChanged 1
		SP:Iteration 68Q (17243.810000 sec): 3 clusters
  Score: Raw -952555.988368 + Penalty 2930.879147 = -949625.109220
  nChanged 1
		SP:Iteration 69Q (17244.020000 sec): 3 clusters
  Score: Raw -952556.067566 + Penalty 2930.879147 = -949625.188419
  nChanged 0
		SP:Iteration 70F (17244.210000 sec): 3 clusters
  Score: Raw -952556.067566 + Penalty 2930.879147 = -949625.188419
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (35179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17244.490000 sec): 2 clusters
  Score: Raw -4165388.814698 + Penalty 1701.083246 = -4163687.731451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17244.800000 sec): 3 clusters
  Score: Raw -4143576.264013 + Penalty 3402.166493 = -4140174.097520
  nChanged 16227
		SP:Iteration 1F (17245.120000 sec): 3 clusters
  Score: Raw -4152826.811581 + Penalty 3402.166493 = -4149424.645089
  nChanged 1996
		SP:Iteration 2F (17245.490000 sec): 3 clusters
  Score: Raw -4153864.599376 + Penalty 3402.166493 = -4150462.432883
  nChanged 2347
		SP:Iteration 3F (17245.810000 sec): 3 clusters
  Score: Raw -4155454.998058 + Penalty 3402.166493 = -4152052.831565
  nChanged 2753
		SP:Iteration 4F (17246.130000 sec): 3 clusters
  Score: Raw -4157686.183830 + Penalty 3402.166493 = -4154284.017337
  nChanged 2917
		SP:Iteration 5F (17246.520000 sec): 3 clusters
  Score: Raw -4160435.405640 + Penalty 3402.166493 = -4157033.239147
  nChanged 2560
		SP:Iteration 6F (17246.840000 sec): 3 clusters
  Score: Raw -4162995.247007 + Penalty 3402.166493 = -4159593.080514
  nChanged 1804
		SP:Iteration 7F (17247.240000 sec): 3 clusters
  Score: Raw -4164437.827993 + Penalty 3402.166493 = -4161035.661501
  nChanged 1018
		SP:Iteration 8Q (17247.600000 sec): 3 clusters
  Score: Raw -4164894.937716 + Penalty 3402.166493 = -4161492.771223
  nChanged 494
		SP:Iteration 9Q (17247.960000 sec): 3 clusters
  Score: Raw -4165068.104657 + Penalty 3402.166493 = -4161665.938164
  nChanged 362
		SP:Iteration 10Q (17248.320000 sec): 3 clusters
  Score: Raw -4165180.488946 + Penalty 3402.166493 = -4161778.322453
  nChanged 276
		SP:Iteration 11Q (17248.620000 sec): 3 clusters
  Score: Raw -4165262.223684 + Penalty 3402.166493 = -4161860.057191
  nChanged 258
		SP:Iteration 12Q (17248.970000 sec): 3 clusters
  Score: Raw -4165330.635663 + Penalty 3402.166493 = -4161928.469170
  nChanged 222
		SP:Iteration 13Q (17249.270000 sec): 3 clusters
  Score: Raw -4165384.284491 + Penalty 3402.166493 = -4161982.117998
  nChanged 194
		SP:Iteration 14Q (17249.630000 sec): 3 clusters
  Score: Raw -4165426.705263 + Penalty 3402.166493 = -4162024.538771
  nChanged 187
		SP:Iteration 15Q (17250.000000 sec): 3 clusters
  Score: Raw -4165464.467829 + Penalty 3402.166493 = -4162062.301337
  nChanged 172
		SP:Iteration 16Q (17250.360000 sec): 3 clusters
  Score: Raw -4165499.272984 + Penalty 3402.166493 = -4162097.106491
  nChanged 165
		SP:Iteration 17Q (17250.730000 sec): 3 clusters
  Score: Raw -4165529.884480 + Penalty 3402.166493 = -4162127.717987
  nChanged 150
		SP:Iteration 18Q (17251.080000 sec): 3 clusters
  Score: Raw -4165556.597248 + Penalty 3402.166493 = -4162154.430755
  nChanged 140
		SP:Iteration 19Q (17251.490000 sec): 3 clusters
  Score: Raw -4165581.834415 + Penalty 3402.166493 = -4162179.667923
  nChanged 138
		SP:Iteration 20F (17251.810000 sec): 3 clusters
  Score: Raw -4165606.529941 + Penalty 3402.166493 = -4162204.363448
  nChanged 133
		SP:Iteration 21Q (17252.200000 sec): 3 clusters
  Score: Raw -4165630.685746 + Penalty 3402.166493 = -4162228.519254
  nChanged 138
		SP:Iteration 22Q (17252.510000 sec): 3 clusters
  Score: Raw -4165654.891158 + Penalty 3402.166493 = -4162252.724665
  nChanged 118
		SP:Iteration 23Q (17252.880000 sec): 3 clusters
  Score: Raw -4165676.808799 + Penalty 3402.166493 = -4162274.642306
  nChanged 132
		SP:Iteration 24Q (17253.190000 sec): 3 clusters
  Score: Raw -4165703.974862 + Penalty 3402.166493 = -4162301.808369
  nChanged 115
		SP:Iteration 25Q (17253.510000 sec): 3 clusters
  Score: Raw -4165725.971932 + Penalty 3402.166493 = -4162323.805440
  nChanged 117
		SP:Iteration 26Q (17253.870000 sec): 3 clusters
  Score: Raw -4165749.145703 + Penalty 3402.166493 = -4162346.979211
  nChanged 122
		SP:Iteration 27Q (17254.180000 sec): 3 clusters
  Score: Raw -4165774.229405 + Penalty 3402.166493 = -4162372.062913
  nChanged 116
		SP:Iteration 28Q (17254.480000 sec): 3 clusters
  Score: Raw -4165794.993503 + Penalty 3402.166493 = -4162392.827011
  nChanged 98
		SP:Iteration 29Q (17254.790000 sec): 3 clusters
  Score: Raw -4165810.368580 + Penalty 3402.166493 = -4162408.202087
  nChanged 89
		SP:Iteration 30Q (17255.130000 sec): 3 clusters
  Score: Raw -4165822.613204 + Penalty 3402.166493 = -4162420.446711
  nChanged 73
		SP:Iteration 31Q (17255.390000 sec): 3 clusters
  Score: Raw -4165832.491745 + Penalty 3402.166493 = -4162430.325253
  nChanged 72
		SP:Iteration 32Q (17255.730000 sec): 3 clusters
  Score: Raw -4165843.767393 + Penalty 3402.166493 = -4162441.600900
  nChanged 62
		SP:Iteration 33Q (17256.030000 sec): 3 clusters
  Score: Raw -4165853.885475 + Penalty 3402.166493 = -4162451.718983
  nChanged 73
		SP:Iteration 34Q (17256.350000 sec): 3 clusters
  Score: Raw -4165865.459966 + Penalty 3402.166493 = -4162463.293473
  nChanged 71
		SP:Iteration 35Q (17256.650000 sec): 3 clusters
  Score: Raw -4165874.913586 + Penalty 3402.166493 = -4162472.747093
  nChanged 72
		SP:Iteration 36Q (17256.990000 sec): 3 clusters
  Score: Raw -4165885.284744 + Penalty 3402.166493 = -4162483.118252
  nChanged 66
		SP:Iteration 37Q (17257.320000 sec): 3 clusters
  Score: Raw -4165895.054649 + Penalty 3402.166493 = -4162492.888157
  nChanged 56
		SP:Iteration 38Q (17257.650000 sec): 3 clusters
  Score: Raw -4165902.743186 + Penalty 3402.166493 = -4162500.576693
  nChanged 54
		SP:Iteration 39Q (17257.980000 sec): 3 clusters
  Score: Raw -4165910.353095 + Penalty 3402.166493 = -4162508.186603
  nChanged 55
		SP:Iteration 40F (17258.350000 sec): 3 clusters
  Score: Raw -4165918.436973 + Penalty 3402.166493 = -4162516.270481
  nChanged 51
		SP:Iteration 41Q (17258.660000 sec): 3 clusters
  Score: Raw -4165924.572435 + Penalty 3402.166493 = -4162522.405943
  nChanged 40
		SP:Iteration 42Q (17259.020000 sec): 3 clusters
  Score: Raw -4165929.248099 + Penalty 3402.166493 = -4162527.081607
  nChanged 43
		SP:Iteration 43Q (17259.360000 sec): 3 clusters
  Score: Raw -4165933.879600 + Penalty 3402.166493 = -4162531.713108
  nChanged 37
		SP:Iteration 44Q (17259.700000 sec): 3 clusters
  Score: Raw -4165938.507201 + Penalty 3402.166493 = -4162536.340708
  nChanged 36
		SP:Iteration 45Q (17260.050000 sec): 3 clusters
  Score: Raw -4165943.323043 + Penalty 3402.166493 = -4162541.156550
  nChanged 34
		SP:Iteration 46Q (17260.400000 sec): 3 clusters
  Score: Raw -4165948.231988 + Penalty 3402.166493 = -4162546.065496
  nChanged 28
		SP:Iteration 47Q (17260.760000 sec): 3 clusters
  Score: Raw -4165951.791529 + Penalty 3402.166493 = -4162549.625037
  nChanged 35
		SP:Iteration 48Q (17261.090000 sec): 3 clusters
  Score: Raw -4165956.058051 + Penalty 3402.166493 = -4162553.891558
  nChanged 25
		SP:Iteration 49Q (17261.440000 sec): 3 clusters
  Score: Raw -4165959.211183 + Penalty 3402.166493 = -4162557.044690
  nChanged 24
		SP:Iteration 50Q (17261.790000 sec): 3 clusters
  Score: Raw -4165961.569188 + Penalty 3402.166493 = -4162559.402696
  nChanged 22
		SP:Iteration 51Q (17262.140000 sec): 3 clusters
  Score: Raw -4165963.649318 + Penalty 3402.166493 = -4162561.482825
  nChanged 28
		SP:Iteration 52Q (17262.520000 sec): 3 clusters
  Score: Raw -4165966.647227 + Penalty 3402.166493 = -4162564.480735
  nChanged 21
		SP:Iteration 53Q (17262.830000 sec): 3 clusters
  Score: Raw -4165968.852578 + Penalty 3402.166493 = -4162566.686085
  nChanged 15
		SP:Iteration 54Q (17263.160000 sec): 3 clusters
  Score: Raw -4165970.108876 + Penalty 3402.166493 = -4162567.942383
  nChanged 7
		SP:Iteration 55Q (17263.480000 sec): 3 clusters
  Score: Raw -4165970.629977 + Penalty 3402.166493 = -4162568.463485
  nChanged 6
		SP:Iteration 56Q (17263.860000 sec): 3 clusters
  Score: Raw -4165971.085260 + Penalty 3402.166493 = -4162568.918767
  nChanged 3
		SP:Iteration 57Q (17264.240000 sec): 3 clusters
  Score: Raw -4165971.358775 + Penalty 3402.166493 = -4162569.192283
  nChanged 6
		SP:Iteration 58Q (17264.560000 sec): 3 clusters
  Score: Raw -4165971.801231 + Penalty 3402.166493 = -4162569.634738
  nChanged 6
		SP:Iteration 59Q (17264.890000 sec): 3 clusters
  Score: Raw -4165972.163540 + Penalty 3402.166493 = -4162569.997048
  nChanged 5
		SP:Iteration 60F (17265.240000 sec): 3 clusters
  Score: Raw -4165972.565660 + Penalty 3402.166493 = -4162570.399168
  nChanged 4
		SP:Iteration 61Q (17265.560000 sec): 3 clusters
  Score: Raw -4165972.872689 + Penalty 3402.166493 = -4162570.706196
  nChanged 4
		SP:Iteration 62Q (17265.970000 sec): 3 clusters
  Score: Raw -4165973.065236 + Penalty 3402.166493 = -4162570.898743
  nChanged 3
		SP:Iteration 63Q (17266.290000 sec): 3 clusters
  Score: Raw -4165973.313592 + Penalty 3402.166493 = -4162571.147099
  nChanged 5
		SP:Iteration 64Q (17266.650000 sec): 3 clusters
  Score: Raw -4165973.781609 + Penalty 3402.166493 = -4162571.615117
  nChanged 8
		SP:Iteration 65Q (17266.960000 sec): 3 clusters
  Score: Raw -4165974.559702 + Penalty 3402.166493 = -4162572.393209
  nChanged 5
		SP:Iteration 66Q (17267.340000 sec): 3 clusters
  Score: Raw -4165975.000010 + Penalty 3402.166493 = -4162572.833517
  nChanged 5
		SP:Iteration 67Q (17267.640000 sec): 3 clusters
  Score: Raw -4165975.404227 + Penalty 3402.166493 = -4162573.237735
  nChanged 7
		SP:Iteration 68Q (17267.990000 sec): 3 clusters
  Score: Raw -4165976.082042 + Penalty 3402.166493 = -4162573.915549
  nChanged 8
		SP:Iteration 69Q (17268.380000 sec): 3 clusters
  Score: Raw -4165976.617982 + Penalty 3402.166493 = -4162574.451489
  nChanged 9
		SP:Iteration 70Q (17268.720000 sec): 3 clusters
  Score: Raw -4165977.441062 + Penalty 3402.166493 = -4162575.274569
  nChanged 6
		SP:Iteration 71Q (17269.070000 sec): 3 clusters
  Score: Raw -4165977.951625 + Penalty 3402.166493 = -4162575.785132
  nChanged 2
		SP:Iteration 72Q (17269.480000 sec): 3 clusters
  Score: Raw -4165978.109307 + Penalty 3402.166493 = -4162575.942814
  nChanged 3
		SP:Iteration 73Q (17269.870000 sec): 3 clusters
  Score: Raw -4165978.507753 + Penalty 3402.166493 = -4162576.341260
  nChanged 5
		SP:Iteration 74Q (17270.190000 sec): 3 clusters
  Score: Raw -4165979.034653 + Penalty 3402.166493 = -4162576.868160
  nChanged 8
		SP:Iteration 75Q (17270.500000 sec): 3 clusters
  Score: Raw -4165979.742713 + Penalty 3402.166493 = -4162577.576220
  nChanged 5
		SP:Iteration 76Q (17270.810000 sec): 3 clusters
  Score: Raw -4165980.059016 + Penalty 3402.166493 = -4162577.892524
  nChanged 4
		SP:Iteration 77Q (17271.170000 sec): 3 clusters
  Score: Raw -4165980.375903 + Penalty 3402.166493 = -4162578.209410
  nChanged 2
		SP:Iteration 78Q (17271.480000 sec): 3 clusters
  Score: Raw -4165980.485239 + Penalty 3402.166493 = -4162578.318746
  nChanged 2
		SP:Iteration 79Q (17271.810000 sec): 3 clusters
  Score: Raw -4165980.708076 + Penalty 3402.166493 = -4162578.541583
  nChanged 4
		SP:Iteration 80F (17272.160000 sec): 3 clusters
  Score: Raw -4165981.006069 + Penalty 3402.166493 = -4162578.839577
  nChanged 4
		SP:Iteration 81Q (17272.500000 sec): 3 clusters
  Score: Raw -4165981.211945 + Penalty 3402.166493 = -4162579.045452
  nChanged 4
		SP:Iteration 82Q (17272.820000 sec): 3 clusters
  Score: Raw -4165981.617766 + Penalty 3402.166493 = -4162579.451273
  nChanged 4
		SP:Iteration 83Q (17273.170000 sec): 3 clusters
  Score: Raw -4165981.952637 + Penalty 3402.166493 = -4162579.786145
  nChanged 3
		SP:Iteration 84Q (17273.520000 sec): 3 clusters
  Score: Raw -4165982.114192 + Penalty 3402.166493 = -4162579.947699
  nChanged 4
		SP:Iteration 85Q (17273.860000 sec): 3 clusters
  Score: Raw -4165982.465191 + Penalty 3402.166493 = -4162580.298698
  nChanged 6
		SP:Iteration 86Q (17274.260000 sec): 3 clusters
  Score: Raw -4165982.949839 + Penalty 3402.166493 = -4162580.783346
  nChanged 4
		SP:Iteration 87Q (17274.580000 sec): 3 clusters
  Score: Raw -4165983.315941 + Penalty 3402.166493 = -4162581.149449
  nChanged 7
		SP:Iteration 88Q (17274.960000 sec): 3 clusters
  Score: Raw -4165983.907276 + Penalty 3402.166493 = -4162581.740783
  nChanged 6
		SP:Iteration 89Q (17275.270000 sec): 3 clusters
  Score: Raw -4165984.373194 + Penalty 3402.166493 = -4162582.206701
  nChanged 6
		SP:Iteration 90Q (17275.620000 sec): 3 clusters
  Score: Raw -4165984.769366 + Penalty 3402.166493 = -4162582.602873
  nChanged 4
		SP:Iteration 91Q (17275.950000 sec): 3 clusters
  Score: Raw -4165985.094790 + Penalty 3402.166493 = -4162582.928297
  nChanged 4
		SP:Iteration 92Q (17276.330000 sec): 3 clusters
  Score: Raw -4165985.565888 + Penalty 3402.166493 = -4162583.399396
  nChanged 10
		SP:Iteration 93Q (17276.620000 sec): 3 clusters
  Score: Raw -4165986.365363 + Penalty 3402.166493 = -4162584.198871
  nChanged 9
		SP:Iteration 94Q (17276.970000 sec): 3 clusters
  Score: Raw -4165986.963645 + Penalty 3402.166493 = -4162584.797152
  nChanged 6
		SP:Iteration 95Q (17277.290000 sec): 3 clusters
  Score: Raw -4165987.290702 + Penalty 3402.166493 = -4162585.124209
  nChanged 4
		SP:Iteration 96Q (17277.600000 sec): 3 clusters
  Score: Raw -4165987.616902 + Penalty 3402.166493 = -4162585.450409
  nChanged 6
		SP:Iteration 97Q (17277.910000 sec): 3 clusters
  Score: Raw -4165988.230616 + Penalty 3402.166493 = -4162586.064124
  nChanged 6
		SP:Iteration 98Q (17278.190000 sec): 3 clusters
  Score: Raw -4165988.848005 + Penalty 3402.166493 = -4162586.681512
  nChanged 5
		SP:Iteration 99Q (17278.540000 sec): 3 clusters
  Score: Raw -4165989.223772 + Penalty 3402.166493 = -4162587.057279
  nChanged 4
		SP:Iteration 100F (17278.860000 sec): 3 clusters
  Score: Raw -4165989.532088 + Penalty 3402.166493 = -4162587.365595
  nChanged 4
		SP:Iteration 101Q (17279.200000 sec): 3 clusters
  Score: Raw -4165989.818902 + Penalty 3402.166493 = -4162587.652409
  nChanged 3
		SP:Iteration 102Q (17279.510000 sec): 3 clusters
  Score: Raw -4165990.080214 + Penalty 3402.166493 = -4162587.913722
  nChanged 2
		SP:Iteration 103Q (17279.850000 sec): 3 clusters
  Score: Raw -4165990.225130 + Penalty 3402.166493 = -4162588.058637
  nChanged 2
		SP:Iteration 104Q (17280.190000 sec): 3 clusters
  Score: Raw -4165990.416662 + Penalty 3402.166493 = -4162588.250170
  nChanged 1
		SP:Iteration 105Q (17280.490000 sec): 3 clusters
  Score: Raw -4165990.507147 + Penalty 3402.166493 = -4162588.340654
  nChanged 3
		SP:Iteration 106Q (17280.840000 sec): 3 clusters
  Score: Raw -4165990.687889 + Penalty 3402.166493 = -4162588.521397
  nChanged 3
		SP:Iteration 107Q (17281.180000 sec): 3 clusters
  Score: Raw -4165990.949250 + Penalty 3402.166493 = -4162588.782757
  nChanged 3
		SP:Iteration 108Q (17281.530000 sec): 3 clusters
  Score: Raw -4165991.073091 + Penalty 3402.166493 = -4162588.906598
  nChanged 2
		SP:Iteration 109Q (17281.910000 sec): 3 clusters
  Score: Raw -4165991.192936 + Penalty 3402.166493 = -4162589.026444
  nChanged 2
		SP:Iteration 110Q (17282.250000 sec): 3 clusters
  Score: Raw -4165991.285113 + Penalty 3402.166493 = -4162589.118620
  nChanged 2
		SP:Iteration 111Q (17282.630000 sec): 3 clusters
  Score: Raw -4165991.432305 + Penalty 3402.166493 = -4162589.265812
  nChanged 3
		SP:Iteration 112Q (17283.020000 sec): 3 clusters
  Score: Raw -4165991.598673 + Penalty 3402.166493 = -4162589.432181
  nChanged 3
		SP:Iteration 113Q (17283.340000 sec): 3 clusters
  Score: Raw -4165991.833790 + Penalty 3402.166493 = -4162589.667297
  nChanged 6
		SP:Iteration 114Q (17283.700000 sec): 3 clusters
  Score: Raw -4165992.898683 + Penalty 3402.166493 = -4162590.732190
  nChanged 11
		SP:Iteration 115Q (17284.070000 sec): 3 clusters
  Score: Raw -4165994.488264 + Penalty 3402.166493 = -4162592.321772
  nChanged 14
		SP:Iteration 116Q (17284.400000 sec): 3 clusters
  Score: Raw -4165995.774775 + Penalty 3402.166493 = -4162593.608283
  nChanged 6
		SP:Iteration 117Q (17284.710000 sec): 3 clusters
  Score: Raw -4165996.330873 + Penalty 3402.166493 = -4162594.164380
  nChanged 4
		SP:Iteration 118Q (17285.040000 sec): 3 clusters
  Score: Raw -4165996.794215 + Penalty 3402.166493 = -4162594.627722
  nChanged 2
		SP:Iteration 119Q (17285.360000 sec): 3 clusters
  Score: Raw -4165996.921350 + Penalty 3402.166493 = -4162594.754858
  nChanged 3
		SP:Iteration 120F (17285.780000 sec): 3 clusters
  Score: Raw -4165997.147915 + Penalty 3402.166493 = -4162594.981422
  nChanged 3
		SP:Iteration 121Q (17286.170000 sec): 3 clusters
  Score: Raw -4165997.444533 + Penalty 3402.166493 = -4162595.278040
  nChanged 4
		SP:Iteration 122Q (17286.500000 sec): 3 clusters
  Score: Raw -4165997.806834 + Penalty 3402.166493 = -4162595.640341
  nChanged 4
		SP:Iteration 123Q (17286.880000 sec): 3 clusters
  Score: Raw -4165997.997614 + Penalty 3402.166493 = -4162595.831122
  nChanged 4
		SP:Iteration 124Q (17287.210000 sec): 3 clusters
  Score: Raw -4165998.398631 + Penalty 3402.166493 = -4162596.232138
  nChanged 4
		SP:Iteration 125Q (17287.570000 sec): 3 clusters
  Score: Raw -4165998.715620 + Penalty 3402.166493 = -4162596.549127
  nChanged 5
		SP:Iteration 126Q (17287.990000 sec): 3 clusters
  Score: Raw -4165999.059091 + Penalty 3402.166493 = -4162596.892598
  nChanged 2
		SP:Iteration 127Q (17288.370000 sec): 3 clusters
  Score: Raw -4165999.266144 + Penalty 3402.166493 = -4162597.099651
  nChanged 3
		SP:Iteration 128Q (17288.730000 sec): 3 clusters
  Score: Raw -4165999.452140 + Penalty 3402.166493 = -4162597.285647
  nChanged 0
		SP:Iteration 129F (17289.030000 sec): 3 clusters
  Score: Raw -4165999.452140 + Penalty 3402.166493 = -4162597.285647
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17289.150000 sec): 2 clusters
  Score: Raw -67491.584027 + Penalty 1029.446316 = -66462.137711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17289.340000 sec): 3 clusters
  Score: Raw -67380.773849 + Penalty 2058.892632 = -65321.881217
  nChanged 155
		SP:Iteration 1F (17289.570000 sec): 3 clusters
  Score: Raw -67578.711207 + Penalty 2058.892632 = -65519.818575
  nChanged 41
		SP:Iteration 2F (17289.730000 sec): 3 clusters
  Score: Raw -67640.009200 + Penalty 2058.892632 = -65581.116568
  nChanged 18
		SP:Iteration 3Q (17289.920000 sec): 3 clusters
  Score: Raw -67659.216795 + Penalty 2058.892632 = -65600.324164
  nChanged 7
		SP:Iteration 4Q (17290.110000 sec): 3 clusters
  Score: Raw -67670.577680 + Penalty 2058.892632 = -65611.685048
  nChanged 7
		SP:Iteration 5Q (17290.270000 sec): 3 clusters
  Score: Raw -67677.453202 + Penalty 2058.892632 = -65618.560570
  nChanged 2
		SP:Iteration 6Q (17290.460000 sec): 3 clusters
  Score: Raw -67680.184264 + Penalty 2058.892632 = -65621.291633
  nChanged 4
		SP:Iteration 7Q (17290.630000 sec): 3 clusters
  Score: Raw -67687.629262 + Penalty 2058.892632 = -65628.736631
  nChanged 5
		SP:Iteration 8Q (17290.790000 sec): 3 clusters
  Score: Raw -67693.891586 + Penalty 2058.892632 = -65634.998955
  nChanged 1
		SP:Iteration 9Q (17290.980000 sec): 3 clusters
  Score: Raw -67695.317213 + Penalty 2058.892632 = -65636.424581
  nChanged 2
		SP:Iteration 10Q (17291.210000 sec): 3 clusters
  Score: Raw -67698.321900 + Penalty 2058.892632 = -65639.429269
  nChanged 2
		SP:Iteration 11Q (17291.430000 sec): 3 clusters
  Score: Raw -67699.614989 + Penalty 2058.892632 = -65640.722357
  nChanged 0
		SP:Iteration 12F (17291.600000 sec): 3 clusters
  Score: Raw -67699.614989 + Penalty 2058.892632 = -65640.722357
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (14330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17291.780000 sec): 2 clusters
  Score: Raw -1625747.685410 + Penalty 1555.142960 = -1624192.542450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17292.070000 sec): 3 clusters
  Score: Raw -1617336.434568 + Penalty 3110.285919 = -1614226.148648
  nChanged 6346
		SP:Iteration 1F (17292.340000 sec): 3 clusters
  Score: Raw -1620714.944769 + Penalty 3110.285919 = -1617604.658850
  nChanged 800
		SP:Iteration 2F (17292.560000 sec): 3 clusters
  Score: Raw -1621035.063910 + Penalty 3110.285919 = -1617924.777991
  nChanged 735
		SP:Iteration 3F (17292.810000 sec): 3 clusters
  Score: Raw -1621331.005492 + Penalty 3110.285919 = -1618220.719573
  nChanged 693
		SP:Iteration 4Q (17293.090000 sec): 3 clusters
  Score: Raw -1621637.685342 + Penalty 3110.285919 = -1618527.399423
  nChanged 726
		SP:Iteration 5F (17293.340000 sec): 3 clusters
  Score: Raw -1622011.636594 + Penalty 3110.285919 = -1618901.350675
  nChanged 776
		SP:Iteration 6F (17293.620000 sec): 3 clusters
  Score: Raw -1622458.335017 + Penalty 3110.285919 = -1619348.049097
  nChanged 856
		SP:Iteration 7F (17293.930000 sec): 3 clusters
  Score: Raw -1623052.957285 + Penalty 3110.285919 = -1619942.671366
  nChanged 828
		SP:Iteration 8F (17294.210000 sec): 3 clusters
  Score: Raw -1623668.507743 + Penalty 3110.285919 = -1620558.221824
  nChanged 761
		SP:Iteration 9F (17294.510000 sec): 3 clusters
  Score: Raw -1624282.648864 + Penalty 3110.285919 = -1621172.362945
  nChanged 666
		SP:Iteration 10Q (17294.750000 sec): 3 clusters
  Score: Raw -1624843.520713 + Penalty 3110.285919 = -1621733.234794
  nChanged 488
		SP:Iteration 11Q (17294.970000 sec): 3 clusters
  Score: Raw -1625288.061022 + Penalty 3110.285919 = -1622177.775103
  nChanged 343
		SP:Iteration 12Q (17295.210000 sec): 3 clusters
  Score: Raw -1625548.597443 + Penalty 3110.285919 = -1622438.311524
  nChanged 211
		SP:Iteration 13Q (17295.430000 sec): 3 clusters
  Score: Raw -1625690.044729 + Penalty 3110.285919 = -1622579.758809
  nChanged 168
		SP:Iteration 14Q (17295.670000 sec): 3 clusters
  Score: Raw -1625783.632825 + Penalty 3110.285919 = -1622673.346906
  nChanged 122
		SP:Iteration 15Q (17295.910000 sec): 3 clusters
  Score: Raw -1625842.060778 + Penalty 3110.285919 = -1622731.774859
  nChanged 110
		SP:Iteration 16Q (17296.150000 sec): 3 clusters
  Score: Raw -1625891.487312 + Penalty 3110.285919 = -1622781.201393
  nChanged 90
		SP:Iteration 17Q (17296.440000 sec): 3 clusters
  Score: Raw -1625927.962435 + Penalty 3110.285919 = -1622817.676516
  nChanged 68
		SP:Iteration 18Q (17296.690000 sec): 3 clusters
  Score: Raw -1625956.717328 + Penalty 3110.285919 = -1622846.431409
  nChanged 67
		SP:Iteration 19Q (17296.930000 sec): 3 clusters
  Score: Raw -1625984.874468 + Penalty 3110.285919 = -1622874.588549
  nChanged 55
		SP:Iteration 20F (17297.210000 sec): 3 clusters
  Score: Raw -1626005.387807 + Penalty 3110.285919 = -1622895.101888
  nChanged 40
		SP:Iteration 21Q (17297.440000 sec): 3 clusters
  Score: Raw -1626018.985403 + Penalty 3110.285919 = -1622908.699484
  nChanged 37
		SP:Iteration 22Q (17297.730000 sec): 3 clusters
  Score: Raw -1626033.122477 + Penalty 3110.285919 = -1622922.836558
  nChanged 28
		SP:Iteration 23Q (17297.950000 sec): 3 clusters
  Score: Raw -1626045.633070 + Penalty 3110.285919 = -1622935.347150
  nChanged 29
		SP:Iteration 24Q (17298.260000 sec): 3 clusters
  Score: Raw -1626055.498288 + Penalty 3110.285919 = -1622945.212368
  nChanged 21
		SP:Iteration 25Q (17298.490000 sec): 3 clusters
  Score: Raw -1626061.871558 + Penalty 3110.285919 = -1622951.585638
  nChanged 17
		SP:Iteration 26Q (17298.750000 sec): 3 clusters
  Score: Raw -1626069.239492 + Penalty 3110.285919 = -1622958.953573
  nChanged 17
		SP:Iteration 27Q (17299.010000 sec): 3 clusters
  Score: Raw -1626074.554735 + Penalty 3110.285919 = -1622964.268816
  nChanged 8
		SP:Iteration 28Q (17299.190000 sec): 3 clusters
  Score: Raw -1626078.032440 + Penalty 3110.285919 = -1622967.746521
  nChanged 6
		SP:Iteration 29Q (17299.420000 sec): 3 clusters
  Score: Raw -1626079.569533 + Penalty 3110.285919 = -1622969.283614
  nChanged 5
		SP:Iteration 30Q (17299.680000 sec): 3 clusters
  Score: Raw -1626080.283092 + Penalty 3110.285919 = -1622969.997173
  nChanged 4
		SP:Iteration 31Q (17299.930000 sec): 3 clusters
  Score: Raw -1626081.734191 + Penalty 3110.285919 = -1622971.448272
  nChanged 6
		SP:Iteration 32Q (17300.170000 sec): 3 clusters
  Score: Raw -1626083.395667 + Penalty 3110.285919 = -1622973.109748
  nChanged 5
		SP:Iteration 33Q (17300.410000 sec): 3 clusters
  Score: Raw -1626085.174027 + Penalty 3110.285919 = -1622974.888108
  nChanged 6
		SP:Iteration 34Q (17300.700000 sec): 3 clusters
  Score: Raw -1626086.910516 + Penalty 3110.285919 = -1622976.624597
  nChanged 6
		SP:Iteration 35Q (17300.910000 sec): 3 clusters
  Score: Raw -1626088.734023 + Penalty 3110.285919 = -1622978.448103
  nChanged 2
		SP:Iteration 36Q (17301.110000 sec): 3 clusters
  Score: Raw -1626089.625215 + Penalty 3110.285919 = -1622979.339296
  nChanged 1
		SP:Iteration 37Q (17301.390000 sec): 3 clusters
  Score: Raw -1626090.380201 + Penalty 3110.285919 = -1622980.094282
  nChanged 3
		SP:Iteration 38Q (17301.580000 sec): 3 clusters
  Score: Raw -1626091.078682 + Penalty 3110.285919 = -1622980.792763
  nChanged 0
		SP:Iteration 39F (17301.870000 sec): 3 clusters
  Score: Raw -1626091.078682 + Penalty 3110.285919 = -1622980.792763
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (16659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17302.040000 sec): 2 clusters
  Score: Raw -1831155.801355 + Penalty 1579.614707 = -1829576.186648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17302.340000 sec): 3 clusters
  Score: Raw -1821386.557642 + Penalty 3159.229414 = -1818227.328228
  nChanged 7392
		SP:Iteration 1F (17302.610000 sec): 3 clusters
  Score: Raw -1825330.832258 + Penalty 3159.229414 = -1822171.602843
  nChanged 919
		SP:Iteration 2F (17302.830000 sec): 3 clusters
  Score: Raw -1825731.068176 + Penalty 3159.229414 = -1822571.838762
  nChanged 885
		SP:Iteration 3F (17303.090000 sec): 3 clusters
  Score: Raw -1826159.613169 + Penalty 3159.229414 = -1823000.383755
  nChanged 888
		SP:Iteration 4F (17303.400000 sec): 3 clusters
  Score: Raw -1826611.888275 + Penalty 3159.229414 = -1823452.658861
  nChanged 860
		SP:Iteration 5F (17303.700000 sec): 3 clusters
  Score: Raw -1827095.283186 + Penalty 3159.229414 = -1823936.053771
  nChanged 879
		SP:Iteration 6F (17304.020000 sec): 3 clusters
  Score: Raw -1827582.071778 + Penalty 3159.229414 = -1824422.842364
  nChanged 835
		SP:Iteration 7F (17304.310000 sec): 3 clusters
  Score: Raw -1828070.870050 + Penalty 3159.229414 = -1824911.640636
  nChanged 820
		SP:Iteration 8Q (17304.570000 sec): 3 clusters
  Score: Raw -1828587.293095 + Penalty 3159.229414 = -1825428.063681
  nChanged 810
		SP:Iteration 9Q (17304.890000 sec): 3 clusters
  Score: Raw -1829071.040790 + Penalty 3159.229414 = -1825911.811376
  nChanged 685
		SP:Iteration 10Q (17305.220000 sec): 3 clusters
  Score: Raw -1829474.336052 + Penalty 3159.229414 = -1826315.106638
  nChanged 612
		SP:Iteration 11Q (17305.510000 sec): 3 clusters
  Score: Raw -1829816.941195 + Penalty 3159.229414 = -1826657.711781
  nChanged 544
		SP:Iteration 12Q (17305.830000 sec): 3 clusters
  Score: Raw -1830089.208286 + Penalty 3159.229414 = -1826929.978871
  nChanged 459
		SP:Iteration 13Q (17306.140000 sec): 3 clusters
  Score: Raw -1830297.834781 + Penalty 3159.229414 = -1827138.605366
  nChanged 366
		SP:Iteration 14Q (17306.500000 sec): 3 clusters
  Score: Raw -1830451.234484 + Penalty 3159.229414 = -1827292.005070
  nChanged 300
		SP:Iteration 15Q (17306.740000 sec): 3 clusters
  Score: Raw -1830554.305742 + Penalty 3159.229414 = -1827395.076327
  nChanged 239
		SP:Iteration 16Q (17307.070000 sec): 3 clusters
  Score: Raw -1830619.349986 + Penalty 3159.229414 = -1827460.120572
  nChanged 177
		SP:Iteration 17Q (17307.420000 sec): 3 clusters
  Score: Raw -1830656.809031 + Penalty 3159.229414 = -1827497.579617
  nChanged 144
		SP:Iteration 18Q (17307.660000 sec): 3 clusters
  Score: Raw -1830684.231717 + Penalty 3159.229414 = -1827525.002303
  nChanged 127
		SP:Iteration 19Q (17307.900000 sec): 3 clusters
  Score: Raw -1830706.165419 + Penalty 3159.229414 = -1827546.936005
  nChanged 82
		SP:Iteration 20F (17308.170000 sec): 3 clusters
  Score: Raw -1830717.394452 + Penalty 3159.229414 = -1827558.165038
  nChanged 72
		SP:Iteration 21Q (17308.470000 sec): 3 clusters
  Score: Raw -1830728.616342 + Penalty 3159.229414 = -1827569.386928
  nChanged 65
		SP:Iteration 22Q (17308.750000 sec): 3 clusters
  Score: Raw -1830739.840711 + Penalty 3159.229414 = -1827580.611297
  nChanged 75
		SP:Iteration 23Q (17309.000000 sec): 3 clusters
  Score: Raw -1830751.847483 + Penalty 3159.229414 = -1827592.618068
  nChanged 65
		SP:Iteration 24Q (17309.340000 sec): 3 clusters
  Score: Raw -1830762.241867 + Penalty 3159.229414 = -1827603.012453
  nChanged 58
		SP:Iteration 25Q (17309.580000 sec): 3 clusters
  Score: Raw -1830768.688588 + Penalty 3159.229414 = -1827609.459174
  nChanged 43
		SP:Iteration 26Q (17309.880000 sec): 3 clusters
  Score: Raw -1830773.523857 + Penalty 3159.229414 = -1827614.294442
  nChanged 32
		SP:Iteration 27Q (17310.160000 sec): 3 clusters
  Score: Raw -1830776.502835 + Penalty 3159.229414 = -1827617.273421
  nChanged 25
		SP:Iteration 28Q (17310.400000 sec): 3 clusters
  Score: Raw -1830778.751303 + Penalty 3159.229414 = -1827619.521889
  nChanged 24
		SP:Iteration 29Q (17310.700000 sec): 3 clusters
  Score: Raw -1830781.536191 + Penalty 3159.229414 = -1827622.306777
  nChanged 27
		SP:Iteration 30Q (17310.960000 sec): 3 clusters
  Score: Raw -1830784.340500 + Penalty 3159.229414 = -1827625.111085
  nChanged 22
		SP:Iteration 31Q (17311.270000 sec): 3 clusters
  Score: Raw -1830786.452406 + Penalty 3159.229414 = -1827627.222992
  nChanged 24
		SP:Iteration 32Q (17311.490000 sec): 3 clusters
  Score: Raw -1830789.229570 + Penalty 3159.229414 = -1827630.000156
  nChanged 26
		SP:Iteration 33Q (17311.760000 sec): 3 clusters
  Score: Raw -1830792.438955 + Penalty 3159.229414 = -1827633.209541
  nChanged 32
		SP:Iteration 34Q (17312.000000 sec): 3 clusters
  Score: Raw -1830796.860622 + Penalty 3159.229414 = -1827637.631208
  nChanged 30
		SP:Iteration 35Q (17312.260000 sec): 3 clusters
  Score: Raw -1830800.145905 + Penalty 3159.229414 = -1827640.916491
  nChanged 35
		SP:Iteration 36Q (17312.580000 sec): 3 clusters
  Score: Raw -1830803.402722 + Penalty 3159.229414 = -1827644.173308
  nChanged 30
		SP:Iteration 37Q (17312.780000 sec): 3 clusters
  Score: Raw -1830805.804767 + Penalty 3159.229414 = -1827646.575353
  nChanged 28
		SP:Iteration 38Q (17313.010000 sec): 3 clusters
  Score: Raw -1830807.887518 + Penalty 3159.229414 = -1827648.658104
  nChanged 31
		SP:Iteration 39Q (17313.280000 sec): 3 clusters
  Score: Raw -1830811.018043 + Penalty 3159.229414 = -1827651.788629
  nChanged 34
		SP:Iteration 40F (17313.530000 sec): 3 clusters
  Score: Raw -1830814.956782 + Penalty 3159.229414 = -1827655.727368
  nChanged 34
		SP:Iteration 41Q (17313.810000 sec): 3 clusters
  Score: Raw -1830818.107304 + Penalty 3159.229414 = -1827658.877889
  nChanged 31
		SP:Iteration 42Q (17314.040000 sec): 3 clusters
  Score: Raw -1830821.166123 + Penalty 3159.229414 = -1827661.936708
  nChanged 31
		SP:Iteration 43Q (17314.250000 sec): 3 clusters
  Score: Raw -1830824.835753 + Penalty 3159.229414 = -1827665.606338
  nChanged 31
		SP:Iteration 44Q (17314.550000 sec): 3 clusters
  Score: Raw -1830828.015922 + Penalty 3159.229414 = -1827668.786508
  nChanged 25
		SP:Iteration 45Q (17314.780000 sec): 3 clusters
  Score: Raw -1830830.145167 + Penalty 3159.229414 = -1827670.915753
  nChanged 17
		SP:Iteration 46Q (17315.030000 sec): 3 clusters
  Score: Raw -1830831.818498 + Penalty 3159.229414 = -1827672.589084
  nChanged 26
		SP:Iteration 47Q (17315.320000 sec): 3 clusters
  Score: Raw -1830834.407149 + Penalty 3159.229414 = -1827675.177735
  nChanged 24
		SP:Iteration 48Q (17315.580000 sec): 3 clusters
  Score: Raw -1830836.788259 + Penalty 3159.229414 = -1827677.558845
  nChanged 20
		SP:Iteration 49Q (17315.820000 sec): 3 clusters
  Score: Raw -1830838.632157 + Penalty 3159.229414 = -1827679.402742
  nChanged 17
		SP:Iteration 50Q (17316.090000 sec): 3 clusters
  Score: Raw -1830839.875689 + Penalty 3159.229414 = -1827680.646275
  nChanged 16
		SP:Iteration 51Q (17316.410000 sec): 3 clusters
  Score: Raw -1830841.155444 + Penalty 3159.229414 = -1827681.926030
  nChanged 13
		SP:Iteration 52Q (17316.690000 sec): 3 clusters
  Score: Raw -1830842.340425 + Penalty 3159.229414 = -1827683.111010
  nChanged 11
		SP:Iteration 53Q (17316.980000 sec): 3 clusters
  Score: Raw -1830843.532979 + Penalty 3159.229414 = -1827684.303565
  nChanged 14
		SP:Iteration 54Q (17317.200000 sec): 3 clusters
  Score: Raw -1830844.957698 + Penalty 3159.229414 = -1827685.728284
  nChanged 16
		SP:Iteration 55Q (17317.540000 sec): 3 clusters
  Score: Raw -1830846.571109 + Penalty 3159.229414 = -1827687.341695
  nChanged 18
		SP:Iteration 56Q (17317.780000 sec): 3 clusters
  Score: Raw -1830848.190888 + Penalty 3159.229414 = -1827688.961474
  nChanged 20
		SP:Iteration 57Q (17318.030000 sec): 3 clusters
  Score: Raw -1830849.694116 + Penalty 3159.229414 = -1827690.464702
  nChanged 18
		SP:Iteration 58Q (17318.330000 sec): 3 clusters
  Score: Raw -1830850.753562 + Penalty 3159.229414 = -1827691.524148
  nChanged 13
		SP:Iteration 59Q (17318.570000 sec): 3 clusters
  Score: Raw -1830851.609626 + Penalty 3159.229414 = -1827692.380211
  nChanged 10
		SP:Iteration 60F (17318.870000 sec): 3 clusters
  Score: Raw -1830852.346085 + Penalty 3159.229414 = -1827693.116671
  nChanged 11
		SP:Iteration 61Q (17319.160000 sec): 3 clusters
  Score: Raw -1830853.271122 + Penalty 3159.229414 = -1827694.041707
  nChanged 14
		SP:Iteration 62Q (17319.450000 sec): 3 clusters
  Score: Raw -1830854.690564 + Penalty 3159.229414 = -1827695.461150
  nChanged 21
		SP:Iteration 63Q (17319.750000 sec): 3 clusters
  Score: Raw -1830857.191033 + Penalty 3159.229414 = -1827697.961619
  nChanged 26
		SP:Iteration 64Q (17320.010000 sec): 3 clusters
  Score: Raw -1830860.394216 + Penalty 3159.229414 = -1827701.164801
  nChanged 19
		SP:Iteration 65Q (17320.260000 sec): 3 clusters
  Score: Raw -1830862.632373 + Penalty 3159.229414 = -1827703.402959
  nChanged 24
		SP:Iteration 66Q (17320.600000 sec): 3 clusters
  Score: Raw -1830865.428727 + Penalty 3159.229414 = -1827706.199312
  nChanged 28
		SP:Iteration 67Q (17320.870000 sec): 3 clusters
  Score: Raw -1830868.700554 + Penalty 3159.229414 = -1827709.471140
  nChanged 23
		SP:Iteration 68Q (17321.210000 sec): 3 clusters
  Score: Raw -1830871.240289 + Penalty 3159.229414 = -1827712.010875
  nChanged 21
		SP:Iteration 69Q (17321.480000 sec): 3 clusters
  Score: Raw -1830873.514480 + Penalty 3159.229414 = -1827714.285066
  nChanged 16
		SP:Iteration 70Q (17321.760000 sec): 3 clusters
  Score: Raw -1830875.245957 + Penalty 3159.229414 = -1827716.016543
  nChanged 17
		SP:Iteration 71Q (17321.990000 sec): 3 clusters
  Score: Raw -1830876.997148 + Penalty 3159.229414 = -1827717.767734
  nChanged 14
		SP:Iteration 72Q (17322.220000 sec): 3 clusters
  Score: Raw -1830877.862443 + Penalty 3159.229414 = -1827718.633029
  nChanged 13
		SP:Iteration 73Q (17322.510000 sec): 3 clusters
  Score: Raw -1830878.663467 + Penalty 3159.229414 = -1827719.434052
  nChanged 2
		SP:Iteration 74Q (17322.730000 sec): 3 clusters
  Score: Raw -1830878.761378 + Penalty 3159.229414 = -1827719.531964
  nChanged 1
		SP:Iteration 75Q (17322.980000 sec): 3 clusters
  Score: Raw -1830878.808265 + Penalty 3159.229414 = -1827719.578851
  nChanged 1
		SP:Iteration 76Q (17323.220000 sec): 3 clusters
  Score: Raw -1830878.868995 + Penalty 3159.229414 = -1827719.639581
  nChanged 2
		SP:Iteration 77Q (17323.500000 sec): 3 clusters
  Score: Raw -1830878.941246 + Penalty 3159.229414 = -1827719.711832
  nChanged 2
		SP:Iteration 78Q (17323.750000 sec): 3 clusters
  Score: Raw -1830879.081492 + Penalty 3159.229414 = -1827719.852078
  nChanged 1
		SP:Iteration 79Q (17324.010000 sec): 3 clusters
  Score: Raw -1830879.157820 + Penalty 3159.229414 = -1827719.928406
  nChanged 0
		SP:Iteration 80F (17324.320000 sec): 3 clusters
  Score: Raw -1830879.157820 + Penalty 3159.229414 = -1827719.928406
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (10642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17324.440000 sec): 2 clusters
  Score: Raw -1219300.079349 + Penalty 1506.791604 = -1217793.287746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17324.690000 sec): 3 clusters
  Score: Raw -1213208.731280 + Penalty 3013.583207 = -1210195.148072
  nChanged 4653
		SP:Iteration 1F (17324.880000 sec): 3 clusters
  Score: Raw -1215718.426063 + Penalty 3013.583207 = -1212704.842855
  nChanged 609
		SP:Iteration 2F (17325.130000 sec): 3 clusters
  Score: Raw -1215943.898063 + Penalty 3013.583207 = -1212930.314855
  nChanged 463
		SP:Iteration 3Q (17325.390000 sec): 3 clusters
  Score: Raw -1216116.722674 + Penalty 3013.583207 = -1213103.139466
  nChanged 444
		SP:Iteration 4Q (17325.680000 sec): 3 clusters
  Score: Raw -1216303.052414 + Penalty 3013.583207 = -1213289.469206
  nChanged 400
		SP:Iteration 5Q (17325.910000 sec): 3 clusters
  Score: Raw -1216476.360765 + Penalty 3013.583207 = -1213462.777557
  nChanged 387
		SP:Iteration 6Q (17326.180000 sec): 3 clusters
  Score: Raw -1216664.880436 + Penalty 3013.583207 = -1213651.297228
  nChanged 427
		SP:Iteration 7Q (17326.420000 sec): 3 clusters
  Score: Raw -1216906.395524 + Penalty 3013.583207 = -1213892.812317
  nChanged 464
		SP:Iteration 8Q (17326.630000 sec): 3 clusters
  Score: Raw -1217214.511178 + Penalty 3013.583207 = -1214200.927970
  nChanged 520
		SP:Iteration 9Q (17326.870000 sec): 3 clusters
  Score: Raw -1217591.063437 + Penalty 3013.583207 = -1214577.480229
  nChanged 524
		SP:Iteration 10Q (17327.150000 sec): 3 clusters
  Score: Raw -1217968.997116 + Penalty 3013.583207 = -1214955.413909
  nChanged 451
		SP:Iteration 11Q (17327.370000 sec): 3 clusters
  Score: Raw -1218279.364179 + Penalty 3013.583207 = -1215265.780971
  nChanged 410
		SP:Iteration 12Q (17327.620000 sec): 3 clusters
  Score: Raw -1218567.990794 + Penalty 3013.583207 = -1215554.407587
  nChanged 345
		SP:Iteration 13Q (17327.850000 sec): 3 clusters
  Score: Raw -1218828.550553 + Penalty 3013.583207 = -1215814.967345
  nChanged 266
		SP:Iteration 14Q (17328.090000 sec): 3 clusters
  Score: Raw -1219024.860855 + Penalty 3013.583207 = -1216011.277647
  nChanged 186
		SP:Iteration 15Q (17328.310000 sec): 3 clusters
  Score: Raw -1219167.529457 + Penalty 3013.583207 = -1216153.946250
  nChanged 118
		SP:Iteration 16Q (17328.570000 sec): 3 clusters
  Score: Raw -1219255.946557 + Penalty 3013.583207 = -1216242.363349
  nChanged 93
		SP:Iteration 17Q (17328.800000 sec): 3 clusters
  Score: Raw -1219333.286466 + Penalty 3013.583207 = -1216319.703258
  nChanged 61
		SP:Iteration 18Q (17328.980000 sec): 3 clusters
  Score: Raw -1219378.904699 + Penalty 3013.583207 = -1216365.321491
  nChanged 44
		SP:Iteration 19Q (17329.200000 sec): 3 clusters
  Score: Raw -1219411.502095 + Penalty 3013.583207 = -1216397.918888
  nChanged 30
		SP:Iteration 20F (17329.460000 sec): 3 clusters
  Score: Raw -1219439.210685 + Penalty 3013.583207 = -1216425.627478
  nChanged 26
		SP:Iteration 21Q (17329.630000 sec): 3 clusters
  Score: Raw -1219465.319161 + Penalty 3013.583207 = -1216451.735954
  nChanged 20
		SP:Iteration 22Q (17329.880000 sec): 3 clusters
  Score: Raw -1219483.143657 + Penalty 3013.583207 = -1216469.560450
  nChanged 17
		SP:Iteration 23Q (17330.120000 sec): 3 clusters
  Score: Raw -1219498.625443 + Penalty 3013.583207 = -1216485.042236
  nChanged 15
		SP:Iteration 24Q (17330.340000 sec): 3 clusters
  Score: Raw -1219511.856043 + Penalty 3013.583207 = -1216498.272835
  nChanged 13
		SP:Iteration 25Q (17330.570000 sec): 3 clusters
  Score: Raw -1219523.297933 + Penalty 3013.583207 = -1216509.714726
  nChanged 12
		SP:Iteration 26Q (17330.800000 sec): 3 clusters
  Score: Raw -1219533.631269 + Penalty 3013.583207 = -1216520.048061
  nChanged 9
		SP:Iteration 27Q (17331.000000 sec): 3 clusters
  Score: Raw -1219542.948953 + Penalty 3013.583207 = -1216529.365745
  nChanged 11
		SP:Iteration 28Q (17331.240000 sec): 3 clusters
  Score: Raw -1219549.540937 + Penalty 3013.583207 = -1216535.957729
  nChanged 5
		SP:Iteration 29Q (17331.480000 sec): 3 clusters
  Score: Raw -1219553.333184 + Penalty 3013.583207 = -1216539.749976
  nChanged 0
		SP:Iteration 30F (17331.680000 sec): 3 clusters
  Score: Raw -1219553.333184 + Penalty 3013.583207 = -1216539.749976
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17331.820000 sec): 2 clusters
  Score: Raw -151812.490020 + Penalty 1186.107238 = -150626.382782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17332.010000 sec): 3 clusters
  Score: Raw -151248.855128 + Penalty 2372.214475 = -148876.640652
  nChanged 527
		SP:Iteration 1F (17332.200000 sec): 3 clusters
  Score: Raw -151726.401397 + Penalty 2372.214475 = -149354.186921
  nChanged 122
		SP:Iteration 2F (17332.420000 sec): 3 clusters
  Score: Raw -151869.794143 + Penalty 2372.214475 = -149497.579668
  nChanged 84
		SP:Iteration 3F (17332.630000 sec): 3 clusters
  Score: Raw -151940.761818 + Penalty 2372.214475 = -149568.547343
  nChanged 53
		SP:Iteration 4Q (17332.820000 sec): 3 clusters
  Score: Raw -151993.440377 + Penalty 2372.214475 = -149621.225902
  nChanged 40
		SP:Iteration 5Q (17333.000000 sec): 3 clusters
  Score: Raw -152043.321057 + Penalty 2372.214475 = -149671.106581
  nChanged 50
		SP:Iteration 6Q (17333.190000 sec): 3 clusters
  Score: Raw -152112.183495 + Penalty 2372.214475 = -149739.969020
  nChanged 45
		SP:Iteration 7Q (17333.400000 sec): 3 clusters
  Score: Raw -152151.059273 + Penalty 2372.214475 = -149778.844797
  nChanged 33
		SP:Iteration 8Q (17333.570000 sec): 3 clusters
  Score: Raw -152190.024915 + Penalty 2372.214475 = -149817.810440
  nChanged 35
		SP:Iteration 9Q (17333.750000 sec): 3 clusters
  Score: Raw -152228.597217 + Penalty 2372.214475 = -149856.382742
  nChanged 36
		SP:Iteration 10Q (17333.910000 sec): 3 clusters
  Score: Raw -152272.218159 + Penalty 2372.214475 = -149900.003684
  nChanged 38
		SP:Iteration 11Q (17334.130000 sec): 3 clusters
  Score: Raw -152305.060011 + Penalty 2372.214475 = -149932.845536
  nChanged 29
		SP:Iteration 12Q (17334.340000 sec): 3 clusters
  Score: Raw -152332.682361 + Penalty 2372.214475 = -149960.467886
  nChanged 16
		SP:Iteration 13Q (17334.520000 sec): 3 clusters
  Score: Raw -152343.275185 + Penalty 2372.214475 = -149971.060710
  nChanged 11
		SP:Iteration 14Q (17334.710000 sec): 3 clusters
  Score: Raw -152351.872870 + Penalty 2372.214475 = -149979.658394
  nChanged 11
		SP:Iteration 15Q (17334.920000 sec): 3 clusters
  Score: Raw -152363.202254 + Penalty 2372.214475 = -149990.987779
  nChanged 14
		SP:Iteration 16Q (17335.080000 sec): 3 clusters
  Score: Raw -152374.131534 + Penalty 2372.214475 = -150001.917059
  nChanged 10
		SP:Iteration 17Q (17335.250000 sec): 3 clusters
  Score: Raw -152387.732205 + Penalty 2372.214475 = -150015.517730
  nChanged 11
		SP:Iteration 18Q (17335.440000 sec): 3 clusters
  Score: Raw -152399.537138 + Penalty 2372.214475 = -150027.322662
  nChanged 14
		SP:Iteration 19Q (17335.620000 sec): 3 clusters
  Score: Raw -152414.282080 + Penalty 2372.214475 = -150042.067605
  nChanged 19
		SP:Iteration 20F (17335.810000 sec): 3 clusters
  Score: Raw -152439.496179 + Penalty 2372.214475 = -150067.281703
  nChanged 25
		SP:Iteration 21Q (17336.010000 sec): 3 clusters
  Score: Raw -152476.960287 + Penalty 2372.214475 = -150104.745811
  nChanged 28
		SP:Iteration 22Q (17336.190000 sec): 3 clusters
  Score: Raw -152508.270512 + Penalty 2372.214475 = -150136.056037
  nChanged 28
		SP:Iteration 23Q (17336.380000 sec): 3 clusters
  Score: Raw -152529.441644 + Penalty 2372.214475 = -150157.227169
  nChanged 17
		SP:Iteration 24Q (17336.590000 sec): 3 clusters
  Score: Raw -152542.809133 + Penalty 2372.214475 = -150170.594658
  nChanged 16
		SP:Iteration 25Q (17336.740000 sec): 3 clusters
  Score: Raw -152558.011113 + Penalty 2372.214475 = -150185.796638
  nChanged 12
		SP:Iteration 26Q (17337.010000 sec): 3 clusters
  Score: Raw -152567.419208 + Penalty 2372.214475 = -150195.204732
  nChanged 11
		SP:Iteration 27Q (17337.190000 sec): 3 clusters
  Score: Raw -152586.454766 + Penalty 2372.214475 = -150214.240290
  nChanged 19
		SP:Iteration 28Q (17337.370000 sec): 3 clusters
  Score: Raw -152613.381512 + Penalty 2372.214475 = -150241.167036
  nChanged 16
		SP:Iteration 29Q (17337.530000 sec): 3 clusters
  Score: Raw -152629.215313 + Penalty 2372.214475 = -150257.000837
  nChanged 16
		SP:Iteration 30Q (17337.690000 sec): 3 clusters
  Score: Raw -152646.009098 + Penalty 2372.214475 = -150273.794622
  nChanged 13
		SP:Iteration 31Q (17337.850000 sec): 3 clusters
  Score: Raw -152660.424755 + Penalty 2372.214475 = -150288.210279
  nChanged 12
		SP:Iteration 32Q (17338.010000 sec): 3 clusters
  Score: Raw -152669.883766 + Penalty 2372.214475 = -150297.669290
  nChanged 8
		SP:Iteration 33Q (17338.210000 sec): 3 clusters
  Score: Raw -152677.656226 + Penalty 2372.214475 = -150305.441750
  nChanged 3
		SP:Iteration 34Q (17338.350000 sec): 3 clusters
  Score: Raw -152682.118666 + Penalty 2372.214475 = -150309.904190
  nChanged 5
		SP:Iteration 35Q (17338.530000 sec): 3 clusters
  Score: Raw -152686.377520 + Penalty 2372.214475 = -150314.163044
  nChanged 5
		SP:Iteration 36Q (17338.670000 sec): 3 clusters
  Score: Raw -152691.392780 + Penalty 2372.214475 = -150319.178304
  nChanged 3
		SP:Iteration 37Q (17338.810000 sec): 3 clusters
  Score: Raw -152693.711020 + Penalty 2372.214475 = -150321.496544
  nChanged 5
		SP:Iteration 38Q (17338.950000 sec): 3 clusters
  Score: Raw -152697.666630 + Penalty 2372.214475 = -150325.452155
  nChanged 6
		SP:Iteration 39Q (17339.110000 sec): 3 clusters
  Score: Raw -152704.884760 + Penalty 2372.214475 = -150332.670285
  nChanged 5
		SP:Iteration 40F (17339.350000 sec): 3 clusters
  Score: Raw -152709.707780 + Penalty 2372.214475 = -150337.493305
  nChanged 2
		SP:Iteration 41Q (17339.540000 sec): 3 clusters
  Score: Raw -152712.203465 + Penalty 2372.214475 = -150339.988989
  nChanged 0
		SP:Iteration 42F (17339.710000 sec): 3 clusters
  Score: Raw -152712.203465 + Penalty 2372.214475 = -150339.988989
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (18307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17339.900000 sec): 2 clusters
  Score: Raw -2157492.127351 + Penalty 1594.943802 = -2155897.183549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17340.220000 sec): 3 clusters
  Score: Raw -2146533.503366 + Penalty 3189.887603 = -2143343.615763
  nChanged 8243
		SP:Iteration 1F (17340.480000 sec): 3 clusters
  Score: Raw -2150958.433660 + Penalty 3189.887603 = -2147768.546057
  nChanged 931
		SP:Iteration 2F (17340.760000 sec): 3 clusters
  Score: Raw -2151334.605772 + Penalty 3189.887603 = -2148144.718169
  nChanged 917
		SP:Iteration 3F (17341.060000 sec): 3 clusters
  Score: Raw -2151685.539051 + Penalty 3189.887603 = -2148495.651448
  nChanged 837
		SP:Iteration 4Q (17341.380000 sec): 3 clusters
  Score: Raw -2152014.054782 + Penalty 3189.887603 = -2148824.167179
  nChanged 825
		SP:Iteration 5Q (17341.710000 sec): 3 clusters
  Score: Raw -2152364.097557 + Penalty 3189.887603 = -2149174.209954
  nChanged 865
		SP:Iteration 6Q (17341.990000 sec): 3 clusters
  Score: Raw -2152742.404417 + Penalty 3189.887603 = -2149552.516814
  nChanged 866
		SP:Iteration 7Q (17342.290000 sec): 3 clusters
  Score: Raw -2153084.526367 + Penalty 3189.887603 = -2149894.638764
  nChanged 821
		SP:Iteration 8Q (17342.630000 sec): 3 clusters
  Score: Raw -2153428.952351 + Penalty 3189.887603 = -2150239.064748
  nChanged 816
		SP:Iteration 9Q (17342.970000 sec): 3 clusters
  Score: Raw -2153776.707356 + Penalty 3189.887603 = -2150586.819753
  nChanged 728
		SP:Iteration 10Q (17343.320000 sec): 3 clusters
  Score: Raw -2154059.249900 + Penalty 3189.887603 = -2150869.362297
  nChanged 617
		SP:Iteration 11Q (17343.640000 sec): 3 clusters
  Score: Raw -2154300.917421 + Penalty 3189.887603 = -2151111.029818
  nChanged 596
		SP:Iteration 12Q (17343.970000 sec): 3 clusters
  Score: Raw -2154538.619887 + Penalty 3189.887603 = -2151348.732284
  nChanged 567
		SP:Iteration 13Q (17344.250000 sec): 3 clusters
  Score: Raw -2154775.977674 + Penalty 3189.887603 = -2151586.090070
  nChanged 546
		SP:Iteration 14Q (17344.600000 sec): 3 clusters
  Score: Raw -2155015.724679 + Penalty 3189.887603 = -2151825.837076
  nChanged 543
		SP:Iteration 15Q (17344.870000 sec): 3 clusters
  Score: Raw -2155275.296857 + Penalty 3189.887603 = -2152085.409253
  nChanged 569
		SP:Iteration 16Q (17345.220000 sec): 3 clusters
  Score: Raw -2155565.842602 + Penalty 3189.887603 = -2152375.954998
  nChanged 565
		SP:Iteration 17Q (17345.550000 sec): 3 clusters
  Score: Raw -2155860.434795 + Penalty 3189.887603 = -2152670.547192
  nChanged 523
		SP:Iteration 18Q (17345.890000 sec): 3 clusters
  Score: Raw -2156164.236836 + Penalty 3189.887603 = -2152974.349233
  nChanged 528
		SP:Iteration 19Q (17346.160000 sec): 3 clusters
  Score: Raw -2156468.033563 + Penalty 3189.887603 = -2153278.145960
  nChanged 441
		SP:Iteration 20F (17346.490000 sec): 3 clusters
  Score: Raw -2156715.216030 + Penalty 3189.887603 = -2153525.328427
  nChanged 381
		SP:Iteration 21Q (17346.810000 sec): 3 clusters
  Score: Raw -2156912.318640 + Penalty 3189.887603 = -2153722.431037
  nChanged 308
		SP:Iteration 22Q (17347.110000 sec): 3 clusters
  Score: Raw -2157033.800418 + Penalty 3189.887603 = -2153843.912815
  nChanged 231
		SP:Iteration 23Q (17347.380000 sec): 3 clusters
  Score: Raw -2157119.331709 + Penalty 3189.887603 = -2153929.444105
  nChanged 183
		SP:Iteration 24Q (17347.760000 sec): 3 clusters
  Score: Raw -2157187.754236 + Penalty 3189.887603 = -2153997.866633
  nChanged 158
		SP:Iteration 25Q (17348.040000 sec): 3 clusters
  Score: Raw -2157253.230099 + Penalty 3189.887603 = -2154063.342495
  nChanged 160
		SP:Iteration 26Q (17348.350000 sec): 3 clusters
  Score: Raw -2157324.752181 + Penalty 3189.887603 = -2154134.864577
  nChanged 139
		SP:Iteration 27Q (17348.590000 sec): 3 clusters
  Score: Raw -2157383.086725 + Penalty 3189.887603 = -2154193.199121
  nChanged 146
		SP:Iteration 28Q (17348.910000 sec): 3 clusters
  Score: Raw -2157447.001840 + Penalty 3189.887603 = -2154257.114237
  nChanged 142
		SP:Iteration 29Q (17349.150000 sec): 3 clusters
  Score: Raw -2157503.123086 + Penalty 3189.887603 = -2154313.235483
  nChanged 126
		SP:Iteration 30Q (17349.470000 sec): 3 clusters
  Score: Raw -2157550.590371 + Penalty 3189.887603 = -2154360.702767
  nChanged 116
		SP:Iteration 31Q (17349.770000 sec): 3 clusters
  Score: Raw -2157591.025571 + Penalty 3189.887603 = -2154401.137968
  nChanged 97
		SP:Iteration 32Q (17349.980000 sec): 3 clusters
  Score: Raw -2157621.436848 + Penalty 3189.887603 = -2154431.549245
  nChanged 76
		SP:Iteration 33Q (17350.240000 sec): 3 clusters
  Score: Raw -2157642.155631 + Penalty 3189.887603 = -2154452.268028
  nChanged 57
		SP:Iteration 34Q (17350.560000 sec): 3 clusters
  Score: Raw -2157659.119264 + Penalty 3189.887603 = -2154469.231661
  nChanged 56
		SP:Iteration 35Q (17350.810000 sec): 3 clusters
  Score: Raw -2157675.756216 + Penalty 3189.887603 = -2154485.868613
  nChanged 55
		SP:Iteration 36Q (17351.120000 sec): 3 clusters
  Score: Raw -2157694.072578 + Penalty 3189.887603 = -2154504.184974
  nChanged 54
		SP:Iteration 37Q (17351.420000 sec): 3 clusters
  Score: Raw -2157710.118430 + Penalty 3189.887603 = -2154520.230827
  nChanged 53
		SP:Iteration 38Q (17351.680000 sec): 3 clusters
  Score: Raw -2157726.180728 + Penalty 3189.887603 = -2154536.293124
  nChanged 52
		SP:Iteration 39Q (17351.970000 sec): 3 clusters
  Score: Raw -2157740.612193 + Penalty 3189.887603 = -2154550.724589
  nChanged 41
		SP:Iteration 40F (17352.310000 sec): 3 clusters
  Score: Raw -2157749.512327 + Penalty 3189.887603 = -2154559.624724
  nChanged 34
		SP:Iteration 41Q (17352.630000 sec): 3 clusters
  Score: Raw -2157756.776288 + Penalty 3189.887603 = -2154566.888685
  nChanged 29
		SP:Iteration 42Q (17352.880000 sec): 3 clusters
  Score: Raw -2157763.902367 + Penalty 3189.887603 = -2154574.014764
  nChanged 24
		SP:Iteration 43Q (17353.170000 sec): 3 clusters
  Score: Raw -2157767.852551 + Penalty 3189.887603 = -2154577.964948
  nChanged 14
		SP:Iteration 44Q (17353.430000 sec): 3 clusters
  Score: Raw -2157770.697797 + Penalty 3189.887603 = -2154580.810194
  nChanged 7
		SP:Iteration 45Q (17353.750000 sec): 3 clusters
  Score: Raw -2157771.615966 + Penalty 3189.887603 = -2154581.728363
  nChanged 4
		SP:Iteration 46Q (17353.960000 sec): 3 clusters
  Score: Raw -2157772.280114 + Penalty 3189.887603 = -2154582.392511
  nChanged 5
		SP:Iteration 47Q (17354.220000 sec): 3 clusters
  Score: Raw -2157772.947904 + Penalty 3189.887603 = -2154583.060301
  nChanged 5
		SP:Iteration 48Q (17354.530000 sec): 3 clusters
  Score: Raw -2157773.477242 + Penalty 3189.887603 = -2154583.589638
  nChanged 0
		SP:Iteration 49F (17354.770000 sec): 3 clusters
  Score: Raw -2157773.477242 + Penalty 3189.887603 = -2154583.589638
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 20 (152043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17355.470000 sec): 2 clusters
  Score: Raw -17386450.445737 + Penalty 1938.936781 = -17384511.508956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17356.480000 sec): 3 clusters
  Score: Raw -17286472.710522 + Penalty 3877.873563 = -17282594.836960
  nChanged 73190
		SP:Iteration 1F (17357.420000 sec): 3 clusters
  Score: Raw -17330677.398112 + Penalty 3877.873563 = -17326799.524549
  nChanged 6181
		SP:Iteration 2Q (17358.420000 sec): 3 clusters
  Score: Raw -17332707.150410 + Penalty 3877.873563 = -17328829.276848
  nChanged 7108
		SP:Iteration 3Q (17359.400000 sec): 3 clusters
  Score: Raw -17335510.367542 + Penalty 3877.873563 = -17331632.493979
  nChanged 8220
		SP:Iteration 4F (17360.340000 sec): 3 clusters
  Score: Raw -17339362.072410 + Penalty 3877.873563 = -17335484.198847
  nChanged 9149
		SP:Iteration 5F (17361.300000 sec): 3 clusters
  Score: Raw -17344284.133656 + Penalty 3877.873563 = -17340406.260093
  nChanged 9277
		SP:Iteration 6F (17362.310000 sec): 3 clusters
  Score: Raw -17349680.012085 + Penalty 3877.873563 = -17345802.138523
  nChanged 8790
		SP:Iteration 7F (17363.290000 sec): 3 clusters
  Score: Raw -17355101.132860 + Penalty 3877.873563 = -17351223.259298
  nChanged 7967
		SP:Iteration 8F (17364.220000 sec): 3 clusters
  Score: Raw -17360345.954071 + Penalty 3877.873563 = -17356468.080508
  nChanged 7164
		SP:Iteration 9Q (17365.200000 sec): 3 clusters
  Score: Raw -17365397.527017 + Penalty 3877.873563 = -17361519.653454
  nChanged 6302
		SP:Iteration 10Q (17366.190000 sec): 3 clusters
  Score: Raw -17370001.747931 + Penalty 3877.873563 = -17366123.874368
  nChanged 5234
		SP:Iteration 11Q (17367.200000 sec): 3 clusters
  Score: Raw -17373797.508425 + Penalty 3877.873563 = -17369919.634862
  nChanged 4308
		SP:Iteration 12Q (17368.150000 sec): 3 clusters
  Score: Raw -17376868.729258 + Penalty 3877.873563 = -17372990.855695
  nChanged 3600
		SP:Iteration 13Q (17369.080000 sec): 3 clusters
  Score: Raw -17379338.439648 + Penalty 3877.873563 = -17375460.566085
  nChanged 2967
		SP:Iteration 14Q (17370.060000 sec): 3 clusters
  Score: Raw -17381347.550427 + Penalty 3877.873563 = -17377469.676865
  nChanged 2508
		SP:Iteration 15Q (17371.070000 sec): 3 clusters
  Score: Raw -17383073.877737 + Penalty 3877.873563 = -17379196.004175
  nChanged 1927
		SP:Iteration 16Q (17371.940000 sec): 3 clusters
  Score: Raw -17384397.615676 + Penalty 3877.873563 = -17380519.742113
  nChanged 1349
		SP:Iteration 17Q (17372.850000 sec): 3 clusters
  Score: Raw -17385321.679458 + Penalty 3877.873563 = -17381443.805895
  nChanged 880
		SP:Iteration 18Q (17373.700000 sec): 3 clusters
  Score: Raw -17385921.003984 + Penalty 3877.873563 = -17382043.130421
  nChanged 539
		SP:Iteration 19Q (17374.500000 sec): 3 clusters
  Score: Raw -17386264.084695 + Penalty 3877.873563 = -17382386.211132
  nChanged 303
		SP:Iteration 20F (17375.350000 sec): 3 clusters
  Score: Raw -17386446.280486 + Penalty 3877.873563 = -17382568.406923
  nChanged 173
		SP:Iteration 21Q (17376.160000 sec): 3 clusters
  Score: Raw -17386542.963249 + Penalty 3877.873563 = -17382665.089687
  nChanged 112
		SP:Iteration 22Q (17377.110000 sec): 3 clusters
  Score: Raw -17386606.203881 + Penalty 3877.873563 = -17382728.330319
  nChanged 80
		SP:Iteration 23Q (17377.940000 sec): 3 clusters
  Score: Raw -17386655.847001 + Penalty 3877.873563 = -17382777.973438
  nChanged 51
		SP:Iteration 24Q (17378.840000 sec): 3 clusters
  Score: Raw -17386689.416435 + Penalty 3877.873563 = -17382811.542872
  nChanged 44
		SP:Iteration 25Q (17379.700000 sec): 3 clusters
  Score: Raw -17386708.688133 + Penalty 3877.873563 = -17382830.814571
  nChanged 26
		SP:Iteration 26Q (17380.580000 sec): 3 clusters
  Score: Raw -17386719.615217 + Penalty 3877.873563 = -17382841.741654
  nChanged 17
		SP:Iteration 27Q (17381.520000 sec): 3 clusters
  Score: Raw -17386726.548468 + Penalty 3877.873563 = -17382848.674905
  nChanged 9
		SP:Iteration 28Q (17382.340000 sec): 3 clusters
  Score: Raw -17386731.621275 + Penalty 3877.873563 = -17382853.747712
  nChanged 11
		SP:Iteration 29Q (17383.200000 sec): 3 clusters
  Score: Raw -17386737.448132 + Penalty 3877.873563 = -17382859.574569
  nChanged 10
		SP:Iteration 30Q (17384.000000 sec): 3 clusters
  Score: Raw -17386743.584974 + Penalty 3877.873563 = -17382865.711412
  nChanged 9
		SP:Iteration 31Q (17384.820000 sec): 3 clusters
  Score: Raw -17386748.841188 + Penalty 3877.873563 = -17382870.967625
  nChanged 14
		SP:Iteration 32Q (17385.580000 sec): 3 clusters
  Score: Raw -17386758.621947 + Penalty 3877.873563 = -17382880.748385
  nChanged 18
		SP:Iteration 33Q (17386.380000 sec): 3 clusters
  Score: Raw -17386769.632149 + Penalty 3877.873563 = -17382891.758586
  nChanged 13
		SP:Iteration 34Q (17387.170000 sec): 3 clusters
  Score: Raw -17386778.883108 + Penalty 3877.873563 = -17382901.009546
  nChanged 12
		SP:Iteration 35Q (17388.030000 sec): 3 clusters
  Score: Raw -17386785.196598 + Penalty 3877.873563 = -17382907.323035
  nChanged 12
		SP:Iteration 36Q (17388.820000 sec): 3 clusters
  Score: Raw -17386789.473124 + Penalty 3877.873563 = -17382911.599561
  nChanged 8
		SP:Iteration 37Q (17389.580000 sec): 3 clusters
  Score: Raw -17386792.902670 + Penalty 3877.873563 = -17382915.029107
  nChanged 4
		SP:Iteration 38Q (17390.390000 sec): 3 clusters
  Score: Raw -17386795.895010 + Penalty 3877.873563 = -17382918.021448
  nChanged 5
		SP:Iteration 39Q (17391.200000 sec): 3 clusters
  Score: Raw -17386798.796134 + Penalty 3877.873563 = -17382920.922571
  nChanged 3
		SP:Iteration 40F (17392.180000 sec): 3 clusters
  Score: Raw -17386799.819304 + Penalty 3877.873563 = -17382921.945742
  nChanged 2
		SP:Iteration 41Q (17392.970000 sec): 3 clusters
  Score: Raw -17386800.830852 + Penalty 3877.873563 = -17382922.957289
  nChanged 3
		SP:Iteration 42Q (17393.800000 sec): 3 clusters
  Score: Raw -17386802.916625 + Penalty 3877.873563 = -17382925.043062
  nChanged 7
		SP:Iteration 43Q (17394.600000 sec): 3 clusters
  Score: Raw -17386807.375218 + Penalty 3877.873563 = -17382929.501656
  nChanged 6
		SP:Iteration 44Q (17395.390000 sec): 3 clusters
  Score: Raw -17386810.955383 + Penalty 3877.873563 = -17382933.081820
  nChanged 3
		SP:Iteration 45Q (17396.210000 sec): 3 clusters
  Score: Raw -17386812.853971 + Penalty 3877.873563 = -17382934.980408
  nChanged 2
		SP:Iteration 46Q (17397.090000 sec): 3 clusters
  Score: Raw -17386813.818439 + Penalty 3877.873563 = -17382935.944876
  nChanged 2
		SP:Iteration 47Q (17397.900000 sec): 3 clusters
  Score: Raw -17386815.203764 + Penalty 3877.873563 = -17382937.330202
  nChanged 2
		SP:Iteration 48Q (17398.710000 sec): 3 clusters
  Score: Raw -17386816.024621 + Penalty 3877.873563 = -17382938.151059
  nChanged 0
		SP:Iteration 49F (17399.580000 sec): 3 clusters
  Score: Raw -17386816.024621 + Penalty 3877.873563 = -17382938.151059
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 21 (3908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17399.750000 sec): 2 clusters
  Score: Raw -486988.112530 + Penalty 1344.001915 = -485644.110615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17399.950000 sec): 3 clusters
  Score: Raw -485050.125931 + Penalty 2688.003829 = -482362.122102
  nChanged 1532
		SP:Iteration 1F (17400.160000 sec): 3 clusters
  Score: Raw -485885.188631 + Penalty 2688.003829 = -483197.184801
  nChanged 255
		SP:Iteration 2F (17400.330000 sec): 3 clusters
  Score: Raw -486012.665881 + Penalty 2688.003829 = -483324.662052
  nChanged 173
		SP:Iteration 3Q (17400.550000 sec): 3 clusters
  Score: Raw -486096.762509 + Penalty 2688.003829 = -483408.758680
  nChanged 147
		SP:Iteration 4Q (17400.730000 sec): 3 clusters
  Score: Raw -486162.577122 + Penalty 2688.003829 = -483474.573293
  nChanged 121
		SP:Iteration 5Q (17400.920000 sec): 3 clusters
  Score: Raw -486216.603391 + Penalty 2688.003829 = -483528.599562
  nChanged 110
		SP:Iteration 6Q (17401.220000 sec): 3 clusters
  Score: Raw -486265.082185 + Penalty 2688.003829 = -483577.078356
  nChanged 123
		SP:Iteration 7Q (17401.470000 sec): 3 clusters
  Score: Raw -486326.232175 + Penalty 2688.003829 = -483638.228345
  nChanged 132
		SP:Iteration 8Q (17401.680000 sec): 3 clusters
  Score: Raw -486389.974834 + Penalty 2688.003829 = -483701.971005
  nChanged 120
		SP:Iteration 9Q (17401.880000 sec): 3 clusters
  Score: Raw -486453.194133 + Penalty 2688.003829 = -483765.190303
  nChanged 112
		SP:Iteration 10Q (17402.110000 sec): 3 clusters
  Score: Raw -486509.401328 + Penalty 2688.003829 = -483821.397499
  nChanged 99
		SP:Iteration 11Q (17402.300000 sec): 3 clusters
  Score: Raw -486558.746630 + Penalty 2688.003829 = -483870.742801
  nChanged 83
		SP:Iteration 12Q (17402.510000 sec): 3 clusters
  Score: Raw -486607.331618 + Penalty 2688.003829 = -483919.327789
  nChanged 96
		SP:Iteration 13Q (17402.700000 sec): 3 clusters
  Score: Raw -486653.869264 + Penalty 2688.003829 = -483965.865434
  nChanged 72
		SP:Iteration 14Q (17402.880000 sec): 3 clusters
  Score: Raw -486688.156843 + Penalty 2688.003829 = -484000.153013
  nChanged 76
		SP:Iteration 15Q (17403.090000 sec): 3 clusters
  Score: Raw -486730.099829 + Penalty 2688.003829 = -484042.096000
  nChanged 59
		SP:Iteration 16Q (17403.320000 sec): 3 clusters
  Score: Raw -486765.667993 + Penalty 2688.003829 = -484077.664164
  nChanged 60
		SP:Iteration 17Q (17403.530000 sec): 3 clusters
  Score: Raw -486810.627143 + Penalty 2688.003829 = -484122.623314
  nChanged 64
		SP:Iteration 18Q (17403.760000 sec): 3 clusters
  Score: Raw -486854.844806 + Penalty 2688.003829 = -484166.840976
  nChanged 66
		SP:Iteration 19Q (17404.000000 sec): 3 clusters
  Score: Raw -486902.071065 + Penalty 2688.003829 = -484214.067235
  nChanged 61
		SP:Iteration 20F (17404.240000 sec): 3 clusters
  Score: Raw -486954.462205 + Penalty 2688.003829 = -484266.458376
  nChanged 63
		SP:Iteration 21Q (17404.440000 sec): 3 clusters
  Score: Raw -487010.168428 + Penalty 2688.003829 = -484322.164599
  nChanged 58
		SP:Iteration 22Q (17404.640000 sec): 3 clusters
  Score: Raw -487048.831577 + Penalty 2688.003829 = -484360.827747
  nChanged 33
		SP:Iteration 23Q (17404.830000 sec): 3 clusters
  Score: Raw -487076.399457 + Penalty 2688.003829 = -484388.395628
  nChanged 34
		SP:Iteration 24Q (17405.020000 sec): 3 clusters
  Score: Raw -487103.660553 + Penalty 2688.003829 = -484415.656724
  nChanged 20
		SP:Iteration 25Q (17405.160000 sec): 3 clusters
  Score: Raw -487119.972845 + Penalty 2688.003829 = -484431.969016
  nChanged 12
		SP:Iteration 26Q (17405.410000 sec): 3 clusters
  Score: Raw -487129.666827 + Penalty 2688.003829 = -484441.662997
  nChanged 11
		SP:Iteration 27Q (17405.630000 sec): 3 clusters
  Score: Raw -487139.937099 + Penalty 2688.003829 = -484451.933270
  nChanged 14
		SP:Iteration 28Q (17405.810000 sec): 3 clusters
  Score: Raw -487152.812835 + Penalty 2688.003829 = -484464.809006
  nChanged 11
		SP:Iteration 29Q (17405.990000 sec): 3 clusters
  Score: Raw -487165.580617 + Penalty 2688.003829 = -484477.576788
  nChanged 7
		SP:Iteration 30Q (17406.190000 sec): 3 clusters
  Score: Raw -487170.498853 + Penalty 2688.003829 = -484482.495024
  nChanged 3
		SP:Iteration 31Q (17406.380000 sec): 3 clusters
  Score: Raw -487172.009273 + Penalty 2688.003829 = -484484.005444
  nChanged 2
		SP:Iteration 32Q (17406.600000 sec): 3 clusters
  Score: Raw -487172.963234 + Penalty 2688.003829 = -484484.959405
  nChanged 1
		SP:Iteration 33Q (17406.790000 sec): 3 clusters
  Score: Raw -487174.382681 + Penalty 2688.003829 = -484486.378852
  nChanged 1
		SP:Iteration 34Q (17407.000000 sec): 3 clusters
  Score: Raw -487175.008200 + Penalty 2688.003829 = -484487.004371
  nChanged 1
		SP:Iteration 35Q (17407.190000 sec): 3 clusters
  Score: Raw -487175.429684 + Penalty 2688.003829 = -484487.425854
  nChanged 0
		SP:Iteration 36F (17407.380000 sec): 3 clusters
  Score: Raw -487175.429684 + Penalty 2688.003829 = -484487.425854
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 22 (32520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17407.680000 sec): 2 clusters
  Score: Raw -3456704.767550 + Penalty 1688.311717 = -3455016.455833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17408.020000 sec): 3 clusters
  Score: Raw -3436758.382344 + Penalty 3376.623433 = -3433381.758911
  nChanged 14842
		SP:Iteration 1F (17408.390000 sec): 3 clusters
  Score: Raw -3445168.239215 + Penalty 3376.623433 = -3441791.615782
  nChanged 1750
		SP:Iteration 2F (17408.740000 sec): 3 clusters
  Score: Raw -3445970.798142 + Penalty 3376.623433 = -3442594.174709
  nChanged 1832
		SP:Iteration 3F (17409.140000 sec): 3 clusters
  Score: Raw -3446909.038010 + Penalty 3376.623433 = -3443532.414577
  nChanged 1925
		SP:Iteration 4F (17409.520000 sec): 3 clusters
  Score: Raw -3447989.110602 + Penalty 3376.623433 = -3444612.487169
  nChanged 2013
		SP:Iteration 5F (17409.870000 sec): 3 clusters
  Score: Raw -3449281.567302 + Penalty 3376.623433 = -3445904.943869
  nChanged 1999
		SP:Iteration 6F (17410.250000 sec): 3 clusters
  Score: Raw -3450658.349818 + Penalty 3376.623433 = -3447281.726385
  nChanged 1901
		SP:Iteration 7F (17410.580000 sec): 3 clusters
  Score: Raw -3451951.779511 + Penalty 3376.623433 = -3448575.156078
  nChanged 1619
		SP:Iteration 8Q (17410.900000 sec): 3 clusters
  Score: Raw -3452877.147955 + Penalty 3376.623433 = -3449500.524522
  nChanged 1176
		SP:Iteration 9Q (17411.230000 sec): 3 clusters
  Score: Raw -3453337.034974 + Penalty 3376.623433 = -3449960.411541
  nChanged 813
		SP:Iteration 10Q (17411.620000 sec): 3 clusters
  Score: Raw -3453607.500590 + Penalty 3376.623433 = -3450230.877157
  nChanged 622
		SP:Iteration 11Q (17412.000000 sec): 3 clusters
  Score: Raw -3453798.612201 + Penalty 3376.623433 = -3450421.988768
  nChanged 550
		SP:Iteration 12Q (17412.380000 sec): 3 clusters
  Score: Raw -3453976.541760 + Penalty 3376.623433 = -3450599.918327
  nChanged 535
		SP:Iteration 13Q (17412.680000 sec): 3 clusters
  Score: Raw -3454163.165311 + Penalty 3376.623433 = -3450786.541878
  nChanged 517
		SP:Iteration 14Q (17413.050000 sec): 3 clusters
  Score: Raw -3454333.684911 + Penalty 3376.623433 = -3450957.061477
  nChanged 506
		SP:Iteration 15Q (17413.450000 sec): 3 clusters
  Score: Raw -3454489.872006 + Penalty 3376.623433 = -3451113.248573
  nChanged 487
		SP:Iteration 16Q (17413.800000 sec): 3 clusters
  Score: Raw -3454643.633626 + Penalty 3376.623433 = -3451267.010193
  nChanged 483
		SP:Iteration 17Q (17414.200000 sec): 3 clusters
  Score: Raw -3454798.726068 + Penalty 3376.623433 = -3451422.102635
  nChanged 463
		SP:Iteration 18Q (17414.610000 sec): 3 clusters
  Score: Raw -3454946.845284 + Penalty 3376.623433 = -3451570.221851
  nChanged 470
		SP:Iteration 19Q (17414.990000 sec): 3 clusters
  Score: Raw -3455093.162270 + Penalty 3376.623433 = -3451716.538837
  nChanged 454
		SP:Iteration 20F (17415.300000 sec): 3 clusters
  Score: Raw -3455235.472077 + Penalty 3376.623433 = -3451858.848643
  nChanged 393
		SP:Iteration 21Q (17415.710000 sec): 3 clusters
  Score: Raw -3455357.495376 + Penalty 3376.623433 = -3451980.871943
  nChanged 379
		SP:Iteration 22Q (17416.080000 sec): 3 clusters
  Score: Raw -3455471.479552 + Penalty 3376.623433 = -3452094.856118
  nChanged 377
		SP:Iteration 23Q (17416.380000 sec): 3 clusters
  Score: Raw -3455582.742581 + Penalty 3376.623433 = -3452206.119148
  nChanged 357
		SP:Iteration 24Q (17416.770000 sec): 3 clusters
  Score: Raw -3455687.726132 + Penalty 3376.623433 = -3452311.102699
  nChanged 347
		SP:Iteration 25Q (17417.150000 sec): 3 clusters
  Score: Raw -3455797.754633 + Penalty 3376.623433 = -3452421.131200
  nChanged 341
		SP:Iteration 26Q (17417.510000 sec): 3 clusters
  Score: Raw -3455902.551231 + Penalty 3376.623433 = -3452525.927798
  nChanged 336
		SP:Iteration 27Q (17417.850000 sec): 3 clusters
  Score: Raw -3456012.251342 + Penalty 3376.623433 = -3452635.627909
  nChanged 314
		SP:Iteration 28Q (17418.170000 sec): 3 clusters
  Score: Raw -3456103.279857 + Penalty 3376.623433 = -3452726.656424
  nChanged 297
		SP:Iteration 29Q (17418.540000 sec): 3 clusters
  Score: Raw -3456193.201683 + Penalty 3376.623433 = -3452816.578250
  nChanged 268
		SP:Iteration 30Q (17418.890000 sec): 3 clusters
  Score: Raw -3456273.835024 + Penalty 3376.623433 = -3452897.211590
  nChanged 242
		SP:Iteration 31Q (17419.230000 sec): 3 clusters
  Score: Raw -3456351.828444 + Penalty 3376.623433 = -3452975.205011
  nChanged 237
		SP:Iteration 32Q (17419.570000 sec): 3 clusters
  Score: Raw -3456432.557340 + Penalty 3376.623433 = -3453055.933907
  nChanged 228
		SP:Iteration 33Q (17419.900000 sec): 3 clusters
  Score: Raw -3456512.086200 + Penalty 3376.623433 = -3453135.462767
  nChanged 207
		SP:Iteration 34Q (17420.240000 sec): 3 clusters
  Score: Raw -3456583.188847 + Penalty 3376.623433 = -3453206.565414
  nChanged 198
		SP:Iteration 35Q (17420.590000 sec): 3 clusters
  Score: Raw -3456643.524481 + Penalty 3376.623433 = -3453266.901048
  nChanged 178
		SP:Iteration 36Q (17420.980000 sec): 3 clusters
  Score: Raw -3456702.267306 + Penalty 3376.623433 = -3453325.643873
  nChanged 171
		SP:Iteration 37Q (17421.320000 sec): 3 clusters
  Score: Raw -3456763.253591 + Penalty 3376.623433 = -3453386.630157
  nChanged 169
		SP:Iteration 38Q (17421.640000 sec): 3 clusters
  Score: Raw -3456820.588296 + Penalty 3376.623433 = -3453443.964863
  nChanged 153
		SP:Iteration 39Q (17421.990000 sec): 3 clusters
  Score: Raw -3456870.095471 + Penalty 3376.623433 = -3453493.472037
  nChanged 143
		SP:Iteration 40F (17422.350000 sec): 3 clusters
  Score: Raw -3456917.099367 + Penalty 3376.623433 = -3453540.475934
  nChanged 123
		SP:Iteration 41Q (17422.710000 sec): 3 clusters
  Score: Raw -3456955.989717 + Penalty 3376.623433 = -3453579.366283
  nChanged 111
		SP:Iteration 42Q (17423.040000 sec): 3 clusters
  Score: Raw -3456993.550538 + Penalty 3376.623433 = -3453616.927105
  nChanged 98
		SP:Iteration 43Q (17423.390000 sec): 3 clusters
  Score: Raw -3457025.403407 + Penalty 3376.623433 = -3453648.779974
  nChanged 94
		SP:Iteration 44Q (17423.740000 sec): 3 clusters
  Score: Raw -3457053.639917 + Penalty 3376.623433 = -3453677.016483
  nChanged 65
		SP:Iteration 45Q (17424.110000 sec): 3 clusters
  Score: Raw -3457074.497637 + Penalty 3376.623433 = -3453697.874204
  nChanged 70
		SP:Iteration 46Q (17424.410000 sec): 3 clusters
  Score: Raw -3457099.190969 + Penalty 3376.623433 = -3453722.567536
  nChanged 60
		SP:Iteration 47Q (17424.780000 sec): 3 clusters
  Score: Raw -3457117.601387 + Penalty 3376.623433 = -3453740.977954
  nChanged 51
		SP:Iteration 48Q (17425.120000 sec): 3 clusters
  Score: Raw -3457131.797833 + Penalty 3376.623433 = -3453755.174400
  nChanged 49
		SP:Iteration 49Q (17425.500000 sec): 3 clusters
  Score: Raw -3457146.190360 + Penalty 3376.623433 = -3453769.566927
  nChanged 46
		SP:Iteration 50Q (17425.850000 sec): 3 clusters
  Score: Raw -3457159.448355 + Penalty 3376.623433 = -3453782.824921
  nChanged 46
		SP:Iteration 51Q (17426.160000 sec): 3 clusters
  Score: Raw -3457171.207911 + Penalty 3376.623433 = -3453794.584478
  nChanged 34
		SP:Iteration 52Q (17426.580000 sec): 3 clusters
  Score: Raw -3457179.970214 + Penalty 3376.623433 = -3453803.346780
  nChanged 34
		SP:Iteration 53Q (17426.930000 sec): 3 clusters
  Score: Raw -3457188.976109 + Penalty 3376.623433 = -3453812.352676
  nChanged 27
		SP:Iteration 54Q (17427.250000 sec): 3 clusters
  Score: Raw -3457197.845614 + Penalty 3376.623433 = -3453821.222180
  nChanged 33
		SP:Iteration 55Q (17427.640000 sec): 3 clusters
  Score: Raw -3457210.198495 + Penalty 3376.623433 = -3453833.575062
  nChanged 29
		SP:Iteration 56Q (17427.970000 sec): 3 clusters
  Score: Raw -3457216.967804 + Penalty 3376.623433 = -3453840.344370
  nChanged 20
		SP:Iteration 57Q (17428.350000 sec): 3 clusters
  Score: Raw -3457222.712328 + Penalty 3376.623433 = -3453846.088895
  nChanged 26
		SP:Iteration 58Q (17428.700000 sec): 3 clusters
  Score: Raw -3457230.414301 + Penalty 3376.623433 = -3453853.790868
  nChanged 21
		SP:Iteration 59Q (17429.060000 sec): 3 clusters
  Score: Raw -3457237.720565 + Penalty 3376.623433 = -3453861.097132
  nChanged 17
		SP:Iteration 60F (17429.440000 sec): 3 clusters
  Score: Raw -3457241.143369 + Penalty 3376.623433 = -3453864.519936
  nChanged 7
		SP:Iteration 61Q (17429.830000 sec): 3 clusters
  Score: Raw -3457242.442034 + Penalty 3376.623433 = -3453865.818600
  nChanged 4
		SP:Iteration 62Q (17430.190000 sec): 3 clusters
  Score: Raw -3457243.416220 + Penalty 3376.623433 = -3453866.792786
  nChanged 0
		SP:Iteration 63F (17430.540000 sec): 3 clusters
  Score: Raw -3457243.416220 + Penalty 3376.623433 = -3453866.792786
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 23 (657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17430.670000 sec): 2 clusters
  Score: Raw -72950.670608 + Penalty 1054.248653 = -71896.421955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17430.920000 sec): 3 clusters
  Score: Raw -72833.208771 + Penalty 2108.497306 = -70724.711465
  nChanged 158
		SP:Iteration 1F (17431.090000 sec): 3 clusters
  Score: Raw -73040.025717 + Penalty 2108.497306 = -70931.528411
  nChanged 38
		SP:Iteration 2F (17431.320000 sec): 3 clusters
  Score: Raw -73129.497679 + Penalty 2108.497306 = -71021.000373
  nChanged 40
		SP:Iteration 3F (17431.510000 sec): 3 clusters
  Score: Raw -73205.047819 + Penalty 2108.497306 = -71096.550513
  nChanged 34
		SP:Iteration 4F (17431.720000 sec): 3 clusters
  Score: Raw -73300.573834 + Penalty 2108.497306 = -71192.076528
  nChanged 33
		SP:Iteration 5F (17431.880000 sec): 3 clusters
  Score: Raw -73428.023165 + Penalty 2108.497306 = -71319.525859
  nChanged 46
		SP:Iteration 6F (17432.080000 sec): 3 clusters
  Score: Raw -73748.159908 + Penalty 2108.497306 = -71639.662601
  nChanged 39
		SP:Iteration 7F (17432.250000 sec): 3 clusters
  Score: Raw -74332.774678 + Penalty 2108.497306 = -72224.277372
  nChanged 41
		SP:Iteration 8F (17432.410000 sec): 3 clusters
  Score: Raw -74490.598591 + Penalty 2108.497306 = -72382.101285
  nChanged 17
		SP:Iteration 9Q (17432.570000 sec): 3 clusters
  Score: Raw -74586.279975 + Penalty 2108.497306 = -72477.782669
  nChanged 6
		SP:Iteration 10Q (17432.780000 sec): 3 clusters
  Score: Raw -74636.106490 + Penalty 2108.497306 = -72527.609184
  nChanged 2
		SP:Iteration 11Q (17432.930000 sec): 3 clusters
  Score: Raw -74652.114483 + Penalty 2108.497306 = -72543.617177
  nChanged 1
		SP:Iteration 12Q (17433.150000 sec): 3 clusters
  Score: Raw -74664.031258 + Penalty 2108.497306 = -72555.533952
  nChanged 1
		SP:Iteration 13Q (17433.290000 sec): 3 clusters
  Score: Raw -74672.854346 + Penalty 2108.497306 = -72564.357040
  nChanged 2
		SP:Iteration 14Q (17433.490000 sec): 3 clusters
  Score: Raw -74709.176270 + Penalty 2108.497306 = -72600.678964
  nChanged 2
		SP:Iteration 15Q (17433.700000 sec): 3 clusters
  Score: Raw -74979.589623 + Penalty 2108.497306 = -72871.092317
  nChanged 0
		SP:Iteration 16F (17433.880000 sec): 3 clusters
  Score: Raw -74979.589623 + Penalty 2108.497306 = -72871.092317
  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 11.19 GB.

 Trying to split cluster 24 (15396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17434.040000 sec): 2 clusters
  Score: Raw -1739308.546044 + Penalty 1566.802740 = -1737741.743304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17434.290000 sec): 3 clusters
  Score: Raw -1730113.236266 + Penalty 3133.605480 = -1726979.630786
  nChanged 6868
		SP:Iteration 1F (17434.580000 sec): 3 clusters
  Score: Raw -1733950.036801 + Penalty 3133.605480 = -1730816.431322
  nChanged 1000
		SP:Iteration 2F (17434.860000 sec): 3 clusters
  Score: Raw -1734481.997686 + Penalty 3133.605480 = -1731348.392207
  nChanged 1001
		SP:Iteration 3F (17435.110000 sec): 3 clusters
  Score: Raw -1735048.765610 + Penalty 3133.605480 = -1731915.160131
  nChanged 956
		SP:Iteration 4F (17435.330000 sec): 3 clusters
  Score: Raw -1735654.615749 + Penalty 3133.605480 = -1732521.010270
  nChanged 919
		SP:Iteration 5F (17435.590000 sec): 3 clusters
  Score: Raw -1736207.019647 + Penalty 3133.605480 = -1733073.414168
  nChanged 851
		SP:Iteration 6F (17435.800000 sec): 3 clusters
  Score: Raw -1736691.663053 + Penalty 3133.605480 = -1733558.057573
  nChanged 776
		SP:Iteration 7F (17436.080000 sec): 3 clusters
  Score: Raw -1737053.636320 + Penalty 3133.605480 = -1733920.030841
  nChanged 577
		SP:Iteration 8Q (17436.360000 sec): 3 clusters
  Score: Raw -1737315.707639 + Penalty 3133.605480 = -1734182.102160
  nChanged 496
		SP:Iteration 9Q (17436.650000 sec): 3 clusters
  Score: Raw -1737490.398175 + Penalty 3133.605480 = -1734356.792695
  nChanged 433
		SP:Iteration 10Q (17436.950000 sec): 3 clusters
  Score: Raw -1737624.742696 + Penalty 3133.605480 = -1734491.137216
  nChanged 356
		SP:Iteration 11Q (17437.250000 sec): 3 clusters
  Score: Raw -1737733.310780 + Penalty 3133.605480 = -1734599.705300
  nChanged 302
		SP:Iteration 12Q (17437.550000 sec): 3 clusters
  Score: Raw -1737819.101560 + Penalty 3133.605480 = -1734685.496080
  nChanged 255
		SP:Iteration 13Q (17437.790000 sec): 3 clusters
  Score: Raw -1737881.759284 + Penalty 3133.605480 = -1734748.153804
  nChanged 223
		SP:Iteration 14Q (17438.070000 sec): 3 clusters
  Score: Raw -1737932.536918 + Penalty 3133.605480 = -1734798.931438
  nChanged 187
		SP:Iteration 15Q (17438.320000 sec): 3 clusters
  Score: Raw -1737974.219284 + Penalty 3133.605480 = -1734840.613805
  nChanged 156
		SP:Iteration 16Q (17438.690000 sec): 3 clusters
  Score: Raw -1738003.538225 + Penalty 3133.605480 = -1734869.932745
  nChanged 129
		SP:Iteration 17Q (17438.940000 sec): 3 clusters
  Score: Raw -1738026.554301 + Penalty 3133.605480 = -1734892.948821
  nChanged 127
		SP:Iteration 18Q (17439.190000 sec): 3 clusters
  Score: Raw -1738051.961426 + Penalty 3133.605480 = -1734918.355947
  nChanged 127
		SP:Iteration 19Q (17439.500000 sec): 3 clusters
  Score: Raw -1738076.598094 + Penalty 3133.605480 = -1734942.992614
  nChanged 122
		SP:Iteration 20F (17439.800000 sec): 3 clusters
  Score: Raw -1738100.358991 + Penalty 3133.605480 = -1734966.753512
  nChanged 130
		SP:Iteration 21Q (17440.110000 sec): 3 clusters
  Score: Raw -1738125.181408 + Penalty 3133.605480 = -1734991.575928
  nChanged 121
		SP:Iteration 22Q (17440.360000 sec): 3 clusters
  Score: Raw -1738149.267741 + Penalty 3133.605480 = -1735015.662261
  nChanged 132
		SP:Iteration 23Q (17440.670000 sec): 3 clusters
  Score: Raw -1738174.569340 + Penalty 3133.605480 = -1735040.963861
  nChanged 136
		SP:Iteration 24Q (17441.000000 sec): 3 clusters
  Score: Raw -1738202.498552 + Penalty 3133.605480 = -1735068.893073
  nChanged 137
		SP:Iteration 25Q (17441.300000 sec): 3 clusters
  Score: Raw -1738232.077586 + Penalty 3133.605480 = -1735098.472107
  nChanged 136
		SP:Iteration 26Q (17441.580000 sec): 3 clusters
  Score: Raw -1738262.204625 + Penalty 3133.605480 = -1735128.599145
  nChanged 134
		SP:Iteration 27Q (17441.860000 sec): 3 clusters
  Score: Raw -1738289.639558 + Penalty 3133.605480 = -1735156.034079
  nChanged 129
		SP:Iteration 28Q (17442.150000 sec): 3 clusters
  Score: Raw -1738317.176195 + Penalty 3133.605480 = -1735183.570716
  nChanged 129
		SP:Iteration 29Q (17442.390000 sec): 3 clusters
  Score: Raw -1738345.595715 + Penalty 3133.605480 = -1735211.990235
  nChanged 149
		SP:Iteration 30Q (17442.670000 sec): 3 clusters
  Score: Raw -1738380.481729 + Penalty 3133.605480 = -1735246.876249
  nChanged 165
		SP:Iteration 31Q (17442.930000 sec): 3 clusters
  Score: Raw -1738428.534085 + Penalty 3133.605480 = -1735294.928605
  nChanged 204
		SP:Iteration 32Q (17443.220000 sec): 3 clusters
  Score: Raw -1738492.014055 + Penalty 3133.605480 = -1735358.408576
  nChanged 196
		SP:Iteration 33Q (17443.520000 sec): 3 clusters
  Score: Raw -1738555.984412 + Penalty 3133.605480 = -1735422.378933
  nChanged 193
		SP:Iteration 34Q (17443.750000 sec): 3 clusters
  Score: Raw -1738628.128520 + Penalty 3133.605480 = -1735494.523040
  nChanged 246
		SP:Iteration 35Q (17443.990000 sec): 3 clusters
  Score: Raw -1738723.868018 + Penalty 3133.605480 = -1735590.262538
  nChanged 231
		SP:Iteration 36Q (17444.270000 sec): 3 clusters
  Score: Raw -1738817.348833 + Penalty 3133.605480 = -1735683.743353
  nChanged 247
		SP:Iteration 37Q (17444.550000 sec): 3 clusters
  Score: Raw -1738926.471599 + Penalty 3133.605480 = -1735792.866119
  nChanged 256
		SP:Iteration 38Q (17444.810000 sec): 3 clusters
  Score: Raw -1739043.817715 + Penalty 3133.605480 = -1735910.212235
  nChanged 252
		SP:Iteration 39Q (17445.050000 sec): 3 clusters
  Score: Raw -1739174.222593 + Penalty 3133.605480 = -1736040.617113
  nChanged 265
		SP:Iteration 40F (17445.350000 sec): 3 clusters
  Score: Raw -1739332.983710 + Penalty 3133.605480 = -1736199.378231
  nChanged 264
		SP:Iteration 41Q (17445.590000 sec): 3 clusters
  Score: Raw -1739510.298358 + Penalty 3133.605480 = -1736376.692878
  nChanged 233
		SP:Iteration 42Q (17445.890000 sec): 3 clusters
  Score: Raw -1739679.480173 + Penalty 3133.605480 = -1736545.874693
  nChanged 165
		SP:Iteration 43Q (17446.130000 sec): 3 clusters
  Score: Raw -1739793.233023 + Penalty 3133.605480 = -1736659.627543
  nChanged 119
		SP:Iteration 44Q (17446.400000 sec): 3 clusters
  Score: Raw -1739870.977575 + Penalty 3133.605480 = -1736737.372095
  nChanged 112
		SP:Iteration 45Q (17446.690000 sec): 3 clusters
  Score: Raw -1739930.598062 + Penalty 3133.605480 = -1736796.992583
  nChanged 82
		SP:Iteration 46Q (17446.970000 sec): 3 clusters
  Score: Raw -1739973.302070 + Penalty 3133.605480 = -1736839.696590
  nChanged 64
		SP:Iteration 47Q (17447.240000 sec): 3 clusters
  Score: Raw -1740009.288128 + Penalty 3133.605480 = -1736875.682648
  nChanged 55
		SP:Iteration 48Q (17447.520000 sec): 3 clusters
  Score: Raw -1740043.285142 + Penalty 3133.605480 = -1736909.679663
  nChanged 49
		SP:Iteration 49Q (17447.770000 sec): 3 clusters
  Score: Raw -1740073.553881 + Penalty 3133.605480 = -1736939.948402
  nChanged 42
		SP:Iteration 50Q (17448.080000 sec): 3 clusters
  Score: Raw -1740094.128825 + Penalty 3133.605480 = -1736960.523345
  nChanged 33
		SP:Iteration 51Q (17448.310000 sec): 3 clusters
  Score: Raw -1740111.488172 + Penalty 3133.605480 = -1736977.882692
  nChanged 31
		SP:Iteration 52Q (17448.550000 sec): 3 clusters
  Score: Raw -1740127.717499 + Penalty 3133.605480 = -1736994.112020
  nChanged 24
		SP:Iteration 53Q (17448.790000 sec): 3 clusters
  Score: Raw -1740141.725013 + Penalty 3133.605480 = -1737008.119533
  nChanged 20
		SP:Iteration 54Q (17449.100000 sec): 3 clusters
  Score: Raw -1740153.263515 + Penalty 3133.605480 = -1737019.658035
  nChanged 19
		SP:Iteration 55Q (17449.310000 sec): 3 clusters
  Score: Raw -1740165.578128 + Penalty 3133.605480 = -1737031.972648
  nChanged 19
		SP:Iteration 56Q (17449.580000 sec): 3 clusters
  Score: Raw -1740174.104333 + Penalty 3133.605480 = -1737040.498853
  nChanged 11
		SP:Iteration 57Q (17449.820000 sec): 3 clusters
  Score: Raw -1740178.904374 + Penalty 3133.605480 = -1737045.298894
  nChanged 6
		SP:Iteration 58Q (17450.090000 sec): 3 clusters
  Score: Raw -1740182.140083 + Penalty 3133.605480 = -1737048.534603
  nChanged 8
		SP:Iteration 59Q (17450.330000 sec): 3 clusters
  Score: Raw -1740184.866418 + Penalty 3133.605480 = -1737051.260939
  nChanged 4
		SP:Iteration 60F (17450.660000 sec): 3 clusters
  Score: Raw -1740188.944783 + Penalty 3133.605480 = -1737055.339303
  nChanged 6
		SP:Iteration 61Q (17450.890000 sec): 3 clusters
  Score: Raw -1740192.641188 + Penalty 3133.605480 = -1737059.035708
  nChanged 4
		SP:Iteration 62Q (17451.140000 sec): 3 clusters
  Score: Raw -1740193.869066 + Penalty 3133.605480 = -1737060.263586
  nChanged 3
		SP:Iteration 63Q (17451.370000 sec): 3 clusters
  Score: Raw -1740194.956711 + Penalty 3133.605480 = -1737061.351231
  nChanged 1
		SP:Iteration 64Q (17451.600000 sec): 3 clusters
  Score: Raw -1740195.171011 + Penalty 3133.605480 = -1737061.565532
  nChanged 0
		SP:Iteration 65F (17451.840000 sec): 3 clusters
  Score: Raw -1740195.171011 + Penalty 3133.605480 = -1737061.565532
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17451.950000 sec): 2 clusters
  Score: Raw -14866.682699 + Penalty 816.380585 = -14050.302115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17452.130000 sec): 3 clusters
  Score: Raw -15015.392970 + Penalty 1632.761169 = -13382.631801
  nChanged 22
		SP:Iteration 1F (17452.380000 sec): 3 clusters
  Score: Raw -15109.951512 + Penalty 1632.761169 = -13477.190343
  nChanged 5
		SP:Iteration 2Q (17452.560000 sec): 3 clusters
  Score: Raw -15134.203415 + Penalty 1632.761169 = -13501.442245
  nChanged 3
		SP:Iteration 3Q (17452.770000 sec): 3 clusters
  Score: Raw -15167.066557 + Penalty 1632.761169 = -13534.305387
  nChanged 3
		SP:Iteration 4Q (17452.980000 sec): 3 clusters
  Score: Raw -15184.753758 + Penalty 1632.761169 = -13551.992589
  nChanged 3
		SP:Iteration 5Q (17453.170000 sec): 3 clusters
  Score: Raw -15196.761001 + Penalty 1632.761169 = -13563.999832
  nChanged 5
		SP:Iteration 6Q (17453.320000 sec): 3 clusters
  Score: Raw -15226.144612 + Penalty 1632.761169 = -13593.383443
  nChanged 5
		SP:Iteration 7Q (17453.520000 sec): 3 clusters
  Score: Raw -15246.502259 + Penalty 1632.761169 = -13613.741089
  nChanged 3
		SP:Iteration 8Q (17453.730000 sec): 3 clusters
  Score: Raw -15253.607272 + Penalty 1632.761169 = -13620.846103
  nChanged 1
		SP:Iteration 9Q (17453.910000 sec): 3 clusters
  Score: Raw -15255.264513 + Penalty 1632.761169 = -13622.503344
  nChanged 1
		SP:Iteration 10Q (17454.090000 sec): 3 clusters
  Score: Raw -15258.894299 + Penalty 1632.761169 = -13626.133130
  nChanged 1
		SP:Iteration 11Q (17454.280000 sec): 3 clusters
  Score: Raw -15260.581053 + Penalty 1632.761169 = -13627.819884
  nChanged 1
		SP:Iteration 12Q (17454.450000 sec): 3 clusters
  Score: Raw -15262.644647 + Penalty 1632.761169 = -13629.883477
  nChanged 1
		SP:Iteration 13Q (17454.630000 sec): 3 clusters
  Score: Raw -15264.414878 + Penalty 1632.761169 = -13631.653709
  nChanged 0
		SP:Iteration 14F (17454.820000 sec): 3 clusters
  Score: Raw -15264.414878 + Penalty 1632.761169 = -13631.653709
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 26 (92952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17455.360000 sec): 2 clusters
  Score: Raw -10950840.336539 + Penalty 1858.973758 = -10948981.362781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17456.030000 sec): 3 clusters
  Score: Raw -10890308.291485 + Penalty 3717.947516 = -10886590.343970
  nChanged 44487
		SP:Iteration 1F (17456.720000 sec): 3 clusters
  Score: Raw -10916683.242800 + Penalty 3717.947516 = -10912965.295284
  nChanged 4339
		SP:Iteration 2Q (17457.380000 sec): 3 clusters
  Score: Raw -10918469.581065 + Penalty 3717.947516 = -10914751.633549
  nChanged 5633
		SP:Iteration 3F (17458.070000 sec): 3 clusters
  Score: Raw -10921487.596807 + Penalty 3717.947516 = -10917769.649291
  nChanged 6861
		SP:Iteration 4F (17458.710000 sec): 3 clusters
  Score: Raw -10925766.911613 + Penalty 3717.947516 = -10922048.964097
  nChanged 7127
		SP:Iteration 5F (17459.430000 sec): 3 clusters
  Score: Raw -10930557.711503 + Penalty 3717.947516 = -10926839.763987
  nChanged 6403
		SP:Iteration 6F (17460.010000 sec): 3 clusters
  Score: Raw -10935017.973627 + Penalty 3717.947516 = -10931300.026111
  nChanged 5102
		SP:Iteration 7F (17460.690000 sec): 3 clusters
  Score: Raw -10938780.251336 + Penalty 3717.947516 = -10935062.303820
  nChanged 4029
		SP:Iteration 8Q (17461.460000 sec): 3 clusters
  Score: Raw -10941927.343343 + Penalty 3717.947516 = -10938209.395828
  nChanged 3093
		SP:Iteration 9Q (17462.180000 sec): 3 clusters
  Score: Raw -10944348.907908 + Penalty 3717.947516 = -10940630.960392
  nChanged 2241
		SP:Iteration 10Q (17462.810000 sec): 3 clusters
  Score: Raw -10946169.752224 + Penalty 3717.947516 = -10942451.804709
  nChanged 1673
		SP:Iteration 11Q (17463.430000 sec): 3 clusters
  Score: Raw -10947463.402097 + Penalty 3717.947516 = -10943745.454582
  nChanged 1247
		SP:Iteration 12Q (17464.010000 sec): 3 clusters
  Score: Raw -10948405.351176 + Penalty 3717.947516 = -10944687.403660
  nChanged 928
		SP:Iteration 13Q (17464.610000 sec): 3 clusters
  Score: Raw -10949042.143788 + Penalty 3717.947516 = -10945324.196272
  nChanged 714
		SP:Iteration 14Q (17465.140000 sec): 3 clusters
  Score: Raw -10949469.743044 + Penalty 3717.947516 = -10945751.795528
  nChanged 541
		SP:Iteration 15Q (17465.670000 sec): 3 clusters
  Score: Raw -10949762.912173 + Penalty 3717.947516 = -10946044.964658
  nChanged 426
		SP:Iteration 16Q (17466.170000 sec): 3 clusters
  Score: Raw -10950000.528260 + Penalty 3717.947516 = -10946282.580745
  nChanged 356
		SP:Iteration 17Q (17466.700000 sec): 3 clusters
  Score: Raw -10950188.595922 + Penalty 3717.947516 = -10946470.648406
  nChanged 290
		SP:Iteration 18Q (17467.220000 sec): 3 clusters
  Score: Raw -10950330.111575 + Penalty 3717.947516 = -10946612.164060
  nChanged 254
		SP:Iteration 19Q (17467.760000 sec): 3 clusters
  Score: Raw -10950455.642902 + Penalty 3717.947516 = -10946737.695386
  nChanged 216
		SP:Iteration 20F (17468.380000 sec): 3 clusters
  Score: Raw -10950557.939886 + Penalty 3717.947516 = -10946839.992370
  nChanged 172
		SP:Iteration 21Q (17468.930000 sec): 3 clusters
  Score: Raw -10950637.370727 + Penalty 3717.947516 = -10946919.423211
  nChanged 152
		SP:Iteration 22Q (17469.450000 sec): 3 clusters
  Score: Raw -10950715.939521 + Penalty 3717.947516 = -10946997.992006
  nChanged 117
		SP:Iteration 23Q (17469.980000 sec): 3 clusters
  Score: Raw -10950772.830691 + Penalty 3717.947516 = -10947054.883176
  nChanged 109
		SP:Iteration 24Q (17470.500000 sec): 3 clusters
  Score: Raw -10950826.187838 + Penalty 3717.947516 = -10947108.240322
  nChanged 80
		SP:Iteration 25Q (17471.020000 sec): 3 clusters
  Score: Raw -10950868.185249 + Penalty 3717.947516 = -10947150.237733
  nChanged 66
		SP:Iteration 26Q (17471.560000 sec): 3 clusters
  Score: Raw -10950905.359491 + Penalty 3717.947516 = -10947187.411975
  nChanged 70
		SP:Iteration 27Q (17472.110000 sec): 3 clusters
  Score: Raw -10950939.226404 + Penalty 3717.947516 = -10947221.278888
  nChanged 53
		SP:Iteration 28Q (17472.600000 sec): 3 clusters
  Score: Raw -10950964.934753 + Penalty 3717.947516 = -10947246.987238
  nChanged 29
		SP:Iteration 29Q (17473.170000 sec): 3 clusters
  Score: Raw -10950980.289433 + Penalty 3717.947516 = -10947262.341918
  nChanged 36
		SP:Iteration 30Q (17473.690000 sec): 3 clusters
  Score: Raw -10951001.490968 + Penalty 3717.947516 = -10947283.543452
  nChanged 41
		SP:Iteration 31Q (17474.230000 sec): 3 clusters
  Score: Raw -10951024.813827 + Penalty 3717.947516 = -10947306.866311
  nChanged 30
		SP:Iteration 32Q (17474.760000 sec): 3 clusters
  Score: Raw -10951039.763715 + Penalty 3717.947516 = -10947321.816199
  nChanged 31
		SP:Iteration 33Q (17475.300000 sec): 3 clusters
  Score: Raw -10951054.605936 + Penalty 3717.947516 = -10947336.658420
  nChanged 21
		SP:Iteration 34Q (17475.870000 sec): 3 clusters
  Score: Raw -10951065.170244 + Penalty 3717.947516 = -10947347.222728
  nChanged 23
		SP:Iteration 35Q (17476.390000 sec): 3 clusters
  Score: Raw -10951077.600675 + Penalty 3717.947516 = -10947359.653160
  nChanged 21
		SP:Iteration 36Q (17476.980000 sec): 3 clusters
  Score: Raw -10951090.243958 + Penalty 3717.947516 = -10947372.296442
  nChanged 24
		SP:Iteration 37Q (17477.500000 sec): 3 clusters
  Score: Raw -10951102.730780 + Penalty 3717.947516 = -10947384.783265
  nChanged 14
		SP:Iteration 38Q (17478.070000 sec): 3 clusters
  Score: Raw -10951111.712076 + Penalty 3717.947516 = -10947393.764560
  nChanged 11
		SP:Iteration 39Q (17478.630000 sec): 3 clusters
  Score: Raw -10951118.172131 + Penalty 3717.947516 = -10947400.224616
  nChanged 12
		SP:Iteration 40F (17479.270000 sec): 3 clusters
  Score: Raw -10951123.151088 + Penalty 3717.947516 = -10947405.203573
  nChanged 12
		SP:Iteration 41Q (17479.830000 sec): 3 clusters
  Score: Raw -10951129.305325 + Penalty 3717.947516 = -10947411.357809
  nChanged 7
		SP:Iteration 42Q (17480.400000 sec): 3 clusters
  Score: Raw -10951132.903544 + Penalty 3717.947516 = -10947414.956028
  nChanged 6
		SP:Iteration 43Q (17480.930000 sec): 3 clusters
  Score: Raw -10951136.950408 + Penalty 3717.947516 = -10947419.002893
  nChanged 10
		SP:Iteration 44Q (17481.520000 sec): 3 clusters
  Score: Raw -10951140.704629 + Penalty 3717.947516 = -10947422.757113
  nChanged 5
		SP:Iteration 45Q (17482.050000 sec): 3 clusters
  Score: Raw -10951142.731680 + Penalty 3717.947516 = -10947424.784164
  nChanged 6
		SP:Iteration 46Q (17482.580000 sec): 3 clusters
  Score: Raw -10951145.238939 + Penalty 3717.947516 = -10947427.291423
  nChanged 4
		SP:Iteration 47Q (17483.130000 sec): 3 clusters
  Score: Raw -10951146.894090 + Penalty 3717.947516 = -10947428.946574
  nChanged 4
		SP:Iteration 48Q (17483.690000 sec): 3 clusters
  Score: Raw -10951148.782669 + Penalty 3717.947516 = -10947430.835153
  nChanged 2
		SP:Iteration 49Q (17484.270000 sec): 3 clusters
  Score: Raw -10951149.821196 + Penalty 3717.947516 = -10947431.873680
  nChanged 5
		SP:Iteration 50Q (17484.900000 sec): 3 clusters
  Score: Raw -10951153.597798 + Penalty 3717.947516 = -10947435.650283
  nChanged 3
		SP:Iteration 51Q (17485.530000 sec): 3 clusters
  Score: Raw -10951154.687898 + Penalty 3717.947516 = -10947436.740382
  nChanged 3
		SP:Iteration 52Q (17486.070000 sec): 3 clusters
  Score: Raw -10951155.844182 + Penalty 3717.947516 = -10947437.896666
  nChanged 4
		SP:Iteration 53Q (17486.690000 sec): 3 clusters
  Score: Raw -10951157.719904 + Penalty 3717.947516 = -10947439.772389
  nChanged 6
		SP:Iteration 54Q (17487.240000 sec): 3 clusters
  Score: Raw -10951161.304382 + Penalty 3717.947516 = -10947443.356867
  nChanged 2
		SP:Iteration 55Q (17487.800000 sec): 3 clusters
  Score: Raw -10951163.170252 + Penalty 3717.947516 = -10947445.222736
  nChanged 0
		SP:Iteration 56F (17488.460000 sec): 3 clusters
  Score: Raw -10951163.170252 + Penalty 3717.947516 = -10947445.222736
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (12251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17488.620000 sec): 2 clusters
  Score: Raw -1370221.589074 + Penalty 1529.671462 = -1368691.917611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17488.930000 sec): 3 clusters
  Score: Raw -1363066.770111 + Penalty 3059.342925 = -1360007.427187
  nChanged 5401
		SP:Iteration 1F (17489.170000 sec): 3 clusters
  Score: Raw -1366097.029428 + Penalty 3059.342925 = -1363037.686504
  nChanged 834
		SP:Iteration 2F (17489.410000 sec): 3 clusters
  Score: Raw -1366561.088726 + Penalty 3059.342925 = -1363501.745801
  nChanged 792
		SP:Iteration 3F (17489.680000 sec): 3 clusters
  Score: Raw -1367037.702281 + Penalty 3059.342925 = -1363978.359357
  nChanged 766
		SP:Iteration 4F (17489.950000 sec): 3 clusters
  Score: Raw -1367517.719378 + Penalty 3059.342925 = -1364458.376453
  nChanged 713
		SP:Iteration 5F (17490.180000 sec): 3 clusters
  Score: Raw -1367949.805957 + Penalty 3059.342925 = -1364890.463033
  nChanged 640
		SP:Iteration 6F (17490.530000 sec): 3 clusters
  Score: Raw -1368330.237833 + Penalty 3059.342925 = -1365270.894908
  nChanged 593
		SP:Iteration 7Q (17490.820000 sec): 3 clusters
  Score: Raw -1368669.159915 + Penalty 3059.342925 = -1365609.816991
  nChanged 535
		SP:Iteration 8Q (17491.070000 sec): 3 clusters
  Score: Raw -1368931.432212 + Penalty 3059.342925 = -1365872.089287
  nChanged 431
		SP:Iteration 9Q (17491.330000 sec): 3 clusters
  Score: Raw -1369125.171744 + Penalty 3059.342925 = -1366065.828819
  nChanged 357
		SP:Iteration 10Q (17491.550000 sec): 3 clusters
  Score: Raw -1369271.459871 + Penalty 3059.342925 = -1366212.116946
  nChanged 302
		SP:Iteration 11Q (17491.850000 sec): 3 clusters
  Score: Raw -1369384.398998 + Penalty 3059.342925 = -1366325.056073
  nChanged 264
		SP:Iteration 12Q (17492.070000 sec): 3 clusters
  Score: Raw -1369464.789818 + Penalty 3059.342925 = -1366405.446893
  nChanged 204
		SP:Iteration 13Q (17492.360000 sec): 3 clusters
  Score: Raw -1369517.106071 + Penalty 3059.342925 = -1366457.763146
  nChanged 154
		SP:Iteration 14Q (17492.660000 sec): 3 clusters
  Score: Raw -1369553.031804 + Penalty 3059.342925 = -1366493.688879
  nChanged 135
		SP:Iteration 15Q (17492.930000 sec): 3 clusters
  Score: Raw -1369584.948222 + Penalty 3059.342925 = -1366525.605297
  nChanged 130
		SP:Iteration 16Q (17493.180000 sec): 3 clusters
  Score: Raw -1369612.702304 + Penalty 3059.342925 = -1366553.359380
  nChanged 116
		SP:Iteration 17Q (17493.460000 sec): 3 clusters
  Score: Raw -1369639.922046 + Penalty 3059.342925 = -1366580.579121
  nChanged 120
		SP:Iteration 18Q (17493.730000 sec): 3 clusters
  Score: Raw -1369665.899719 + Penalty 3059.342925 = -1366606.556795
  nChanged 99
		SP:Iteration 19Q (17493.990000 sec): 3 clusters
  Score: Raw -1369689.985608 + Penalty 3059.342925 = -1366630.642683
  nChanged 93
		SP:Iteration 20F (17494.290000 sec): 3 clusters
  Score: Raw -1369712.500769 + Penalty 3059.342925 = -1366653.157844
  nChanged 93
		SP:Iteration 21Q (17494.510000 sec): 3 clusters
  Score: Raw -1369732.207395 + Penalty 3059.342925 = -1366672.864471
  nChanged 89
		SP:Iteration 22Q (17494.840000 sec): 3 clusters
  Score: Raw -1369750.428694 + Penalty 3059.342925 = -1366691.085770
  nChanged 86
		SP:Iteration 23Q (17495.120000 sec): 3 clusters
  Score: Raw -1369774.146665 + Penalty 3059.342925 = -1366714.803741
  nChanged 101
		SP:Iteration 24Q (17495.370000 sec): 3 clusters
  Score: Raw -1369800.549693 + Penalty 3059.342925 = -1366741.206768
  nChanged 98
		SP:Iteration 25Q (17495.640000 sec): 3 clusters
  Score: Raw -1369821.643198 + Penalty 3059.342925 = -1366762.300274
  nChanged 93
		SP:Iteration 26Q (17495.940000 sec): 3 clusters
  Score: Raw -1369841.339798 + Penalty 3059.342925 = -1366781.996874
  nChanged 78
		SP:Iteration 27Q (17496.280000 sec): 3 clusters
  Score: Raw -1369856.507267 + Penalty 3059.342925 = -1366797.164342
  nChanged 74
		SP:Iteration 28Q (17496.580000 sec): 3 clusters
  Score: Raw -1369868.097010 + Penalty 3059.342925 = -1366808.754086
  nChanged 54
		SP:Iteration 29Q (17496.810000 sec): 3 clusters
  Score: Raw -1369876.287000 + Penalty 3059.342925 = -1366816.944076
  nChanged 44
		SP:Iteration 30Q (17497.090000 sec): 3 clusters
  Score: Raw -1369882.400993 + Penalty 3059.342925 = -1366823.058068
  nChanged 43
		SP:Iteration 31Q (17497.370000 sec): 3 clusters
  Score: Raw -1369888.061539 + Penalty 3059.342925 = -1366828.718615
  nChanged 35
		SP:Iteration 32Q (17497.620000 sec): 3 clusters
  Score: Raw -1369892.587038 + Penalty 3059.342925 = -1366833.244113
  nChanged 33
		SP:Iteration 33Q (17497.880000 sec): 3 clusters
  Score: Raw -1369896.928087 + Penalty 3059.342925 = -1366837.585163
  nChanged 39
		SP:Iteration 34Q (17498.210000 sec): 3 clusters
  Score: Raw -1369902.633442 + Penalty 3059.342925 = -1366843.290517
  nChanged 38
		SP:Iteration 35Q (17498.460000 sec): 3 clusters
  Score: Raw -1369908.881694 + Penalty 3059.342925 = -1366849.538769
  nChanged 32
		SP:Iteration 36Q (17498.730000 sec): 3 clusters
  Score: Raw -1369912.918746 + Penalty 3059.342925 = -1366853.575821
  nChanged 26
		SP:Iteration 37Q (17499.010000 sec): 3 clusters
  Score: Raw -1369915.791741 + Penalty 3059.342925 = -1366856.448816
  nChanged 24
		SP:Iteration 38Q (17499.300000 sec): 3 clusters
  Score: Raw -1369918.512534 + Penalty 3059.342925 = -1366859.169609
  nChanged 22
		SP:Iteration 39Q (17499.510000 sec): 3 clusters
  Score: Raw -1369920.993931 + Penalty 3059.342925 = -1366861.651007
  nChanged 22
		SP:Iteration 40F (17499.790000 sec): 3 clusters
  Score: Raw -1369923.166108 + Penalty 3059.342925 = -1366863.823184
  nChanged 14
		SP:Iteration 41Q (17500.020000 sec): 3 clusters
  Score: Raw -1369924.762841 + Penalty 3059.342925 = -1366865.419916
  nChanged 13
		SP:Iteration 42Q (17500.230000 sec): 3 clusters
  Score: Raw -1369926.046467 + Penalty 3059.342925 = -1366866.703543
  nChanged 18
		SP:Iteration 43Q (17500.510000 sec): 3 clusters
  Score: Raw -1369928.072040 + Penalty 3059.342925 = -1366868.729115
  nChanged 20
		SP:Iteration 44Q (17500.750000 sec): 3 clusters
  Score: Raw -1369930.253372 + Penalty 3059.342925 = -1366870.910447
  nChanged 21
		SP:Iteration 45Q (17501.020000 sec): 3 clusters
  Score: Raw -1369932.702717 + Penalty 3059.342925 = -1366873.359792
  nChanged 18
		SP:Iteration 46Q (17501.310000 sec): 3 clusters
  Score: Raw -1369934.698149 + Penalty 3059.342925 = -1366875.355225
  nChanged 18
		SP:Iteration 47Q (17501.540000 sec): 3 clusters
  Score: Raw -1369937.071747 + Penalty 3059.342925 = -1366877.728823
  nChanged 12
		SP:Iteration 48Q (17501.750000 sec): 3 clusters
  Score: Raw -1369938.777043 + Penalty 3059.342925 = -1366879.434118
  nChanged 13
		SP:Iteration 49Q (17501.980000 sec): 3 clusters
  Score: Raw -1369940.592218 + Penalty 3059.342925 = -1366881.249294
  nChanged 15
		SP:Iteration 50Q (17502.210000 sec): 3 clusters
  Score: Raw -1369942.535139 + Penalty 3059.342925 = -1366883.192214
  nChanged 22
		SP:Iteration 51Q (17502.450000 sec): 3 clusters
  Score: Raw -1369946.288275 + Penalty 3059.342925 = -1366886.945350
  nChanged 26
		SP:Iteration 52Q (17502.660000 sec): 3 clusters
  Score: Raw -1369950.779608 + Penalty 3059.342925 = -1366891.436683
  nChanged 25
		SP:Iteration 53Q (17502.920000 sec): 3 clusters
  Score: Raw -1369955.240922 + Penalty 3059.342925 = -1366895.897997
  nChanged 26
		SP:Iteration 54Q (17503.150000 sec): 3 clusters
  Score: Raw -1369961.656602 + Penalty 3059.342925 = -1366902.313677
  nChanged 33
		SP:Iteration 55Q (17503.390000 sec): 3 clusters
  Score: Raw -1369966.717580 + Penalty 3059.342925 = -1366907.374655
  nChanged 30
		SP:Iteration 56Q (17503.630000 sec): 3 clusters
  Score: Raw -1369971.561785 + Penalty 3059.342925 = -1366912.218860
  nChanged 26
		SP:Iteration 57Q (17503.910000 sec): 3 clusters
  Score: Raw -1369976.684000 + Penalty 3059.342925 = -1366917.341075
  nChanged 35
		SP:Iteration 58Q (17504.150000 sec): 3 clusters
  Score: Raw -1369982.950868 + Penalty 3059.342925 = -1366923.607943
  nChanged 31
		SP:Iteration 59Q (17504.350000 sec): 3 clusters
  Score: Raw -1369987.117908 + Penalty 3059.342925 = -1366927.774983
  nChanged 29
		SP:Iteration 60F (17504.620000 sec): 3 clusters
  Score: Raw -1369991.028509 + Penalty 3059.342925 = -1366931.685584
  nChanged 18
		SP:Iteration 61Q (17504.860000 sec): 3 clusters
  Score: Raw -1369992.854273 + Penalty 3059.342925 = -1366933.511348
  nChanged 17
		SP:Iteration 62Q (17505.110000 sec): 3 clusters
  Score: Raw -1369995.144365 + Penalty 3059.342925 = -1366935.801441
  nChanged 24
		SP:Iteration 63Q (17505.350000 sec): 3 clusters
  Score: Raw -1369998.641154 + Penalty 3059.342925 = -1366939.298229
  nChanged 25
		SP:Iteration 64Q (17505.540000 sec): 3 clusters
  Score: Raw -1370001.778536 + Penalty 3059.342925 = -1366942.435611
  nChanged 20
		SP:Iteration 65Q (17505.810000 sec): 3 clusters
  Score: Raw -1370004.283307 + Penalty 3059.342925 = -1366944.940383
  nChanged 20
		SP:Iteration 66Q (17505.970000 sec): 3 clusters
  Score: Raw -1370006.704079 + Penalty 3059.342925 = -1366947.361154
  nChanged 25
		SP:Iteration 67Q (17506.270000 sec): 3 clusters
  Score: Raw -1370010.095306 + Penalty 3059.342925 = -1366950.752382
  nChanged 24
		SP:Iteration 68Q (17506.500000 sec): 3 clusters
  Score: Raw -1370013.361199 + Penalty 3059.342925 = -1366954.018274
  nChanged 28
		SP:Iteration 69Q (17506.720000 sec): 3 clusters
  Score: Raw -1370017.182557 + Penalty 3059.342925 = -1366957.839632
  nChanged 28
		SP:Iteration 70Q (17507.000000 sec): 3 clusters
  Score: Raw -1370021.368726 + Penalty 3059.342925 = -1366962.025801
  nChanged 30
		SP:Iteration 71Q (17507.270000 sec): 3 clusters
  Score: Raw -1370026.665238 + Penalty 3059.342925 = -1366967.322313
  nChanged 31
		SP:Iteration 72Q (17507.490000 sec): 3 clusters
  Score: Raw -1370033.705739 + Penalty 3059.342925 = -1366974.362814
  nChanged 43
		SP:Iteration 73Q (17507.780000 sec): 3 clusters
  Score: Raw -1370041.037166 + Penalty 3059.342925 = -1366981.694241
  nChanged 42
		SP:Iteration 74Q (17508.040000 sec): 3 clusters
  Score: Raw -1370050.656832 + Penalty 3059.342925 = -1366991.313907
  nChanged 43
		SP:Iteration 75Q (17508.320000 sec): 3 clusters
  Score: Raw -1370058.158161 + Penalty 3059.342925 = -1366998.815237
  nChanged 47
		SP:Iteration 76Q (17508.610000 sec): 3 clusters
  Score: Raw -1370067.124877 + Penalty 3059.342925 = -1367007.781952
  nChanged 44
		SP:Iteration 77Q (17508.950000 sec): 3 clusters
  Score: Raw -1370075.616656 + Penalty 3059.342925 = -1367016.273731
  nChanged 44
		SP:Iteration 78Q (17509.190000 sec): 3 clusters
  Score: Raw -1370083.519513 + Penalty 3059.342925 = -1367024.176589
  nChanged 43
		SP:Iteration 79Q (17509.430000 sec): 3 clusters
  Score: Raw -1370090.910438 + Penalty 3059.342925 = -1367031.567513
  nChanged 45
		SP:Iteration 80F (17509.710000 sec): 3 clusters
  Score: Raw -1370099.577190 + Penalty 3059.342925 = -1367040.234265
  nChanged 52
		SP:Iteration 81Q (17510.010000 sec): 3 clusters
  Score: Raw -1370108.578406 + Penalty 3059.342925 = -1367049.235481
  nChanged 31
		SP:Iteration 82Q (17510.320000 sec): 3 clusters
  Score: Raw -1370113.324195 + Penalty 3059.342925 = -1367053.981271
  nChanged 26
		SP:Iteration 83Q (17510.550000 sec): 3 clusters
  Score: Raw -1370117.332580 + Penalty 3059.342925 = -1367057.989655
  nChanged 31
		SP:Iteration 84Q (17510.850000 sec): 3 clusters
  Score: Raw -1370122.049350 + Penalty 3059.342925 = -1367062.706425
  nChanged 32
		SP:Iteration 85Q (17511.170000 sec): 3 clusters
  Score: Raw -1370126.785999 + Penalty 3059.342925 = -1367067.443074
  nChanged 30
		SP:Iteration 86Q (17511.450000 sec): 3 clusters
  Score: Raw -1370132.257799 + Penalty 3059.342925 = -1367072.914874
  nChanged 26
		SP:Iteration 87Q (17511.700000 sec): 3 clusters
  Score: Raw -1370136.545099 + Penalty 3059.342925 = -1367077.202174
  nChanged 36
		SP:Iteration 88Q (17512.030000 sec): 3 clusters
  Score: Raw -1370141.886814 + Penalty 3059.342925 = -1367082.543889
  nChanged 36
		SP:Iteration 89Q (17512.370000 sec): 3 clusters
  Score: Raw -1370147.910023 + Penalty 3059.342925 = -1367088.567098
  nChanged 42
		SP:Iteration 90Q (17512.620000 sec): 3 clusters
  Score: Raw -1370155.595005 + Penalty 3059.342925 = -1367096.252080
  nChanged 42
		SP:Iteration 91Q (17512.940000 sec): 3 clusters
  Score: Raw -1370163.458763 + Penalty 3059.342925 = -1367104.115839
  nChanged 43
		SP:Iteration 92Q (17513.250000 sec): 3 clusters
  Score: Raw -1370172.400240 + Penalty 3059.342925 = -1367113.057316
  nChanged 30
		SP:Iteration 93Q (17513.550000 sec): 3 clusters
  Score: Raw -1370178.064837 + Penalty 3059.342925 = -1367118.721912
  nChanged 35
		SP:Iteration 94Q (17513.800000 sec): 3 clusters
  Score: Raw -1370184.558370 + Penalty 3059.342925 = -1367125.215445
  nChanged 31
		SP:Iteration 95Q (17514.050000 sec): 3 clusters
  Score: Raw -1370190.852086 + Penalty 3059.342925 = -1367131.509162
  nChanged 36
		SP:Iteration 96Q (17514.320000 sec): 3 clusters
  Score: Raw -1370198.588750 + Penalty 3059.342925 = -1367139.245825
  nChanged 34
		SP:Iteration 97Q (17514.540000 sec): 3 clusters
  Score: Raw -1370205.708335 + Penalty 3059.342925 = -1367146.365410
  nChanged 31
		SP:Iteration 98Q (17514.780000 sec): 3 clusters
  Score: Raw -1370211.403765 + Penalty 3059.342925 = -1367152.060840
  nChanged 37
		SP:Iteration 99Q (17515.090000 sec): 3 clusters
  Score: Raw -1370218.238868 + Penalty 3059.342925 = -1367158.895943
  nChanged 34
		SP:Iteration 100F (17515.330000 sec): 3 clusters
  Score: Raw -1370223.819287 + Penalty 3059.342925 = -1367164.476362
  nChanged 36
		SP:Iteration 101Q (17515.590000 sec): 3 clusters
  Score: Raw -1370230.841743 + Penalty 3059.342925 = -1367171.498818
  nChanged 37
		SP:Iteration 102Q (17515.810000 sec): 3 clusters
  Score: Raw -1370237.050707 + Penalty 3059.342925 = -1367177.707782
  nChanged 29
		SP:Iteration 103Q (17516.060000 sec): 3 clusters
  Score: Raw -1370242.415932 + Penalty 3059.342925 = -1367183.073007
  nChanged 24
		SP:Iteration 104Q (17516.350000 sec): 3 clusters
  Score: Raw -1370245.990237 + Penalty 3059.342925 = -1367186.647313
  nChanged 19
		SP:Iteration 105Q (17516.620000 sec): 3 clusters
  Score: Raw -1370248.869036 + Penalty 3059.342925 = -1367189.526111
  nChanged 23
		SP:Iteration 106Q (17516.880000 sec): 3 clusters
  Score: Raw -1370253.593707 + Penalty 3059.342925 = -1367194.250782
  nChanged 22
		SP:Iteration 107Q (17517.100000 sec): 3 clusters
  Score: Raw -1370257.410130 + Penalty 3059.342925 = -1367198.067206
  nChanged 21
		SP:Iteration 108Q (17517.360000 sec): 3 clusters
  Score: Raw -1370260.612093 + Penalty 3059.342925 = -1367201.269169
  nChanged 19
		SP:Iteration 109Q (17517.600000 sec): 3 clusters
  Score: Raw -1370263.448917 + Penalty 3059.342925 = -1367204.105992
  nChanged 17
		SP:Iteration 110Q (17517.810000 sec): 3 clusters
  Score: Raw -1370266.259080 + Penalty 3059.342925 = -1367206.916156
  nChanged 23
		SP:Iteration 111Q (17518.010000 sec): 3 clusters
  Score: Raw -1370270.940934 + Penalty 3059.342925 = -1367211.598009
  nChanged 23
		SP:Iteration 112Q (17518.220000 sec): 3 clusters
  Score: Raw -1370275.691995 + Penalty 3059.342925 = -1367216.349070
  nChanged 28
		SP:Iteration 113Q (17518.460000 sec): 3 clusters
  Score: Raw -1370282.141839 + Penalty 3059.342925 = -1367222.798914
  nChanged 38
		SP:Iteration 114Q (17518.690000 sec): 3 clusters
  Score: Raw -1370291.922971 + Penalty 3059.342925 = -1367232.580047
  nChanged 42
		SP:Iteration 115Q (17518.920000 sec): 3 clusters
  Score: Raw -1370302.822950 + Penalty 3059.342925 = -1367243.480025
  nChanged 49
		SP:Iteration 116Q (17519.120000 sec): 3 clusters
  Score: Raw -1370314.538396 + Penalty 3059.342925 = -1367255.195471
  nChanged 40
		SP:Iteration 117Q (17519.370000 sec): 3 clusters
  Score: Raw -1370323.159466 + Penalty 3059.342925 = -1367263.816541
  nChanged 37
		SP:Iteration 118Q (17519.620000 sec): 3 clusters
  Score: Raw -1370334.040647 + Penalty 3059.342925 = -1367274.697722
  nChanged 36
		SP:Iteration 119Q (17519.880000 sec): 3 clusters
  Score: Raw -1370342.026972 + Penalty 3059.342925 = -1367282.684047
  nChanged 27
		SP:Iteration 120F (17520.140000 sec): 3 clusters
  Score: Raw -1370348.527011 + Penalty 3059.342925 = -1367289.184087
  nChanged 32
		SP:Iteration 121Q (17520.350000 sec): 3 clusters
  Score: Raw -1370356.631232 + Penalty 3059.342925 = -1367297.288307
  nChanged 39
		SP:Iteration 122Q (17520.590000 sec): 3 clusters
  Score: Raw -1370368.397936 + Penalty 3059.342925 = -1367309.055011
  nChanged 41
		SP:Iteration 123Q (17520.800000 sec): 3 clusters
  Score: Raw -1370379.592595 + Penalty 3059.342925 = -1367320.249671
  nChanged 36
		SP:Iteration 124Q (17521.060000 sec): 3 clusters
  Score: Raw -1370387.660814 + Penalty 3059.342925 = -1367328.317889
  nChanged 32
		SP:Iteration 125Q (17521.310000 sec): 3 clusters
  Score: Raw -1370395.235086 + Penalty 3059.342925 = -1367335.892162
  nChanged 34
		SP:Iteration 126Q (17521.510000 sec): 3 clusters
  Score: Raw -1370403.451736 + Penalty 3059.342925 = -1367344.108811
  nChanged 30
		SP:Iteration 127Q (17521.740000 sec): 3 clusters
  Score: Raw -1370409.296791 + Penalty 3059.342925 = -1367349.953866
  nChanged 15
		SP:Iteration 128Q (17521.990000 sec): 3 clusters
  Score: Raw -1370412.471604 + Penalty 3059.342925 = -1367353.128680
  nChanged 17
		SP:Iteration 129Q (17522.240000 sec): 3 clusters
  Score: Raw -1370416.662998 + Penalty 3059.342925 = -1367357.320074
  nChanged 13
		SP:Iteration 130Q (17522.470000 sec): 3 clusters
  Score: Raw -1370419.328435 + Penalty 3059.342925 = -1367359.985511
  nChanged 11
		SP:Iteration 131Q (17522.690000 sec): 3 clusters
  Score: Raw -1370421.416030 + Penalty 3059.342925 = -1367362.073106
  nChanged 12
		SP:Iteration 132Q (17522.920000 sec): 3 clusters
  Score: Raw -1370423.471596 + Penalty 3059.342925 = -1367364.128671
  nChanged 10
		SP:Iteration 133Q (17523.130000 sec): 3 clusters
  Score: Raw -1370425.225238 + Penalty 3059.342925 = -1367365.882313
  nChanged 10
		SP:Iteration 134Q (17523.360000 sec): 3 clusters
  Score: Raw -1370426.753104 + Penalty 3059.342925 = -1367367.410179
  nChanged 7
		SP:Iteration 135Q (17523.560000 sec): 3 clusters
  Score: Raw -1370428.043935 + Penalty 3059.342925 = -1367368.701010
  nChanged 6
		SP:Iteration 136Q (17523.780000 sec): 3 clusters
  Score: Raw -1370429.354096 + Penalty 3059.342925 = -1367370.011172
  nChanged 5
		SP:Iteration 137Q (17524.000000 sec): 3 clusters
  Score: Raw -1370430.316349 + Penalty 3059.342925 = -1367370.973424
  nChanged 7
		SP:Iteration 138Q (17524.300000 sec): 3 clusters
  Score: Raw -1370432.068725 + Penalty 3059.342925 = -1367372.725800
  nChanged 8
		SP:Iteration 139Q (17524.550000 sec): 3 clusters
  Score: Raw -1370433.853438 + Penalty 3059.342925 = -1367374.510514
  nChanged 9
		SP:Iteration 140F (17524.910000 sec): 3 clusters
  Score: Raw -1370435.878458 + Penalty 3059.342925 = -1367376.535533
  nChanged 10
		SP:Iteration 141Q (17525.130000 sec): 3 clusters
  Score: Raw -1370437.844753 + Penalty 3059.342925 = -1367378.501829
  nChanged 7
		SP:Iteration 142Q (17525.360000 sec): 3 clusters
  Score: Raw -1370438.969188 + Penalty 3059.342925 = -1367379.626263
  nChanged 4
		SP:Iteration 143Q (17525.580000 sec): 3 clusters
  Score: Raw -1370439.763661 + Penalty 3059.342925 = -1367380.420736
  nChanged 3
		SP:Iteration 144Q (17525.810000 sec): 3 clusters
  Score: Raw -1370440.210916 + Penalty 3059.342925 = -1367380.867991
  nChanged 4
		SP:Iteration 145Q (17526.020000 sec): 3 clusters
  Score: Raw -1370440.810661 + Penalty 3059.342925 = -1367381.467736
  nChanged 3
		SP:Iteration 146Q (17526.270000 sec): 3 clusters
  Score: Raw -1370441.212033 + Penalty 3059.342925 = -1367381.869108
  nChanged 1
		SP:Iteration 147Q (17526.490000 sec): 3 clusters
  Score: Raw -1370441.361381 + Penalty 3059.342925 = -1367382.018456
  nChanged 1
		SP:Iteration 148Q (17526.720000 sec): 3 clusters
  Score: Raw -1370441.538785 + Penalty 3059.342925 = -1367382.195860
  nChanged 2
		SP:Iteration 149Q (17526.980000 sec): 3 clusters
  Score: Raw -1370441.943345 + Penalty 3059.342925 = -1367382.600421
  nChanged 3
		SP:Iteration 150Q (17527.220000 sec): 3 clusters
  Score: Raw -1370442.305375 + Penalty 3059.342925 = -1367382.962450
  nChanged 3
		SP:Iteration 151Q (17527.500000 sec): 3 clusters
  Score: Raw -1370442.850698 + Penalty 3059.342925 = -1367383.507773
  nChanged 5
		SP:Iteration 152Q (17527.680000 sec): 3 clusters
  Score: Raw -1370443.955726 + Penalty 3059.342925 = -1367384.612802
  nChanged 3
		SP:Iteration 153Q (17527.890000 sec): 3 clusters
  Score: Raw -1370444.743466 + Penalty 3059.342925 = -1367385.400542
  nChanged 2
		SP:Iteration 154Q (17528.180000 sec): 3 clusters
  Score: Raw -1370445.004887 + Penalty 3059.342925 = -1367385.661962
  nChanged 0
		SP:Iteration 155F (17528.440000 sec): 3 clusters
  Score: Raw -1370445.004887 + Penalty 3059.342925 = -1367385.661962
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (69284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17528.860000 sec): 2 clusters
  Score: Raw -7709168.123191 + Penalty 1811.220008 = -7707356.903184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17529.380000 sec): 3 clusters
  Score: Raw -7664668.063932 + Penalty 3622.440015 = -7661045.623916
  nChanged 32794
		SP:Iteration 1F (17529.880000 sec): 3 clusters
  Score: Raw -7684830.839956 + Penalty 3622.440015 = -7681208.399941
  nChanged 3471
		SP:Iteration 2F (17530.340000 sec): 3 clusters
  Score: Raw -7686342.461174 + Penalty 3622.440015 = -7682720.021158
  nChanged 3925
		SP:Iteration 3F (17530.860000 sec): 3 clusters
  Score: Raw -7688245.185673 + Penalty 3622.440015 = -7684622.745658
  nChanged 4228
		SP:Iteration 4F (17531.400000 sec): 3 clusters
  Score: Raw -7690351.570970 + Penalty 3622.440015 = -7686729.130955
  nChanged 4111
		SP:Iteration 5F (17531.950000 sec): 3 clusters
  Score: Raw -7692232.661648 + Penalty 3622.440015 = -7688610.221633
  nChanged 3573
		SP:Iteration 6F (17532.470000 sec): 3 clusters
  Score: Raw -7693702.505818 + Penalty 3622.440015 = -7690080.065802
  nChanged 3018
		SP:Iteration 7Q (17533.090000 sec): 3 clusters
  Score: Raw -7694742.756173 + Penalty 3622.440015 = -7691120.316158
  nChanged 2393
		SP:Iteration 8Q (17533.700000 sec): 3 clusters
  Score: Raw -7695484.833821 + Penalty 3622.440015 = -7691862.393806
  nChanged 2102
		SP:Iteration 9Q (17534.250000 sec): 3 clusters
  Score: Raw -7696057.683746 + Penalty 3622.440015 = -7692435.243731
  nChanged 1711
		SP:Iteration 10Q (17534.780000 sec): 3 clusters
  Score: Raw -7696482.796285 + Penalty 3622.440015 = -7692860.356269
  nChanged 1502
		SP:Iteration 11Q (17535.360000 sec): 3 clusters
  Score: Raw -7696861.751371 + Penalty 3622.440015 = -7693239.311356
  nChanged 1478
		SP:Iteration 12Q (17535.970000 sec): 3 clusters
  Score: Raw -7697255.253225 + Penalty 3622.440015 = -7693632.813209
  nChanged 1471
		SP:Iteration 13Q (17536.530000 sec): 3 clusters
  Score: Raw -7697672.848403 + Penalty 3622.440015 = -7694050.408388
  nChanged 1493
		SP:Iteration 14Q (17537.190000 sec): 3 clusters
  Score: Raw -7698113.663246 + Penalty 3622.440015 = -7694491.223231
  nChanged 1568
		SP:Iteration 15Q (17537.780000 sec): 3 clusters
  Score: Raw -7698650.448362 + Penalty 3622.440015 = -7695028.008347
  nChanged 1696
		SP:Iteration 16Q (17538.370000 sec): 3 clusters
  Score: Raw -7699313.846516 + Penalty 3622.440015 = -7695691.406501
  nChanged 1715
		SP:Iteration 17Q (17539.000000 sec): 3 clusters
  Score: Raw -7700107.986029 + Penalty 3622.440015 = -7696485.546013
  nChanged 1770
		SP:Iteration 18Q (17539.630000 sec): 3 clusters
  Score: Raw -7701016.672554 + Penalty 3622.440015 = -7697394.232538
  nChanged 1801
		SP:Iteration 19Q (17540.180000 sec): 3 clusters
  Score: Raw -7701989.208048 + Penalty 3622.440015 = -7698366.768032
  nChanged 1756
		SP:Iteration 20F (17540.720000 sec): 3 clusters
  Score: Raw -7702916.805253 + Penalty 3622.440015 = -7699294.365237
  nChanged 1531
		SP:Iteration 21Q (17541.290000 sec): 3 clusters
  Score: Raw -7703673.927590 + Penalty 3622.440015 = -7700051.487574
  nChanged 1341
		SP:Iteration 22Q (17541.840000 sec): 3 clusters
  Score: Raw -7704254.178564 + Penalty 3622.440015 = -7700631.738548
  nChanged 1168
		SP:Iteration 23Q (17542.360000 sec): 3 clusters
  Score: Raw -7704681.658909 + Penalty 3622.440015 = -7701059.218894
  nChanged 1059
		SP:Iteration 24Q (17542.870000 sec): 3 clusters
  Score: Raw -7705040.238285 + Penalty 3622.440015 = -7701417.798270
  nChanged 1024
		SP:Iteration 25Q (17543.420000 sec): 3 clusters
  Score: Raw -7705378.497645 + Penalty 3622.440015 = -7701756.057630
  nChanged 982
		SP:Iteration 26Q (17543.920000 sec): 3 clusters
  Score: Raw -7705677.754823 + Penalty 3622.440015 = -7702055.314807
  nChanged 894
		SP:Iteration 27Q (17544.470000 sec): 3 clusters
  Score: Raw -7705938.079009 + Penalty 3622.440015 = -7702315.638993
  nChanged 870
		SP:Iteration 28Q (17544.970000 sec): 3 clusters
  Score: Raw -7706205.745111 + Penalty 3622.440015 = -7702583.305096
  nChanged 876
		SP:Iteration 29Q (17545.490000 sec): 3 clusters
  Score: Raw -7706473.206484 + Penalty 3622.440015 = -7702850.766469
  nChanged 824
		SP:Iteration 30Q (17546.040000 sec): 3 clusters
  Score: Raw -7706723.037399 + Penalty 3622.440015 = -7703100.597384
  nChanged 785
		SP:Iteration 31Q (17546.560000 sec): 3 clusters
  Score: Raw -7706957.131592 + Penalty 3622.440015 = -7703334.691577
  nChanged 758
		SP:Iteration 32Q (17547.100000 sec): 3 clusters
  Score: Raw -7707198.755437 + Penalty 3622.440015 = -7703576.315422
  nChanged 761
		SP:Iteration 33Q (17547.610000 sec): 3 clusters
  Score: Raw -7707450.856748 + Penalty 3622.440015 = -7703828.416732
  nChanged 725
		SP:Iteration 34Q (17548.060000 sec): 3 clusters
  Score: Raw -7707691.319648 + Penalty 3622.440015 = -7704068.879633
  nChanged 674
		SP:Iteration 35Q (17548.610000 sec): 3 clusters
  Score: Raw -7707922.771644 + Penalty 3622.440015 = -7704300.331628
  nChanged 615
		SP:Iteration 36Q (17549.140000 sec): 3 clusters
  Score: Raw -7708125.474232 + Penalty 3622.440015 = -7704503.034217
  nChanged 554
		SP:Iteration 37Q (17549.640000 sec): 3 clusters
  Score: Raw -7708311.693674 + Penalty 3622.440015 = -7704689.253659
  nChanged 529
		SP:Iteration 38Q (17550.190000 sec): 3 clusters
  Score: Raw -7708500.505266 + Penalty 3622.440015 = -7704878.065251
  nChanged 515
		SP:Iteration 39Q (17550.710000 sec): 3 clusters
  Score: Raw -7708692.224666 + Penalty 3622.440015 = -7705069.784651
  nChanged 458
		SP:Iteration 40F (17551.220000 sec): 3 clusters
  Score: Raw -7708856.244599 + Penalty 3622.440015 = -7705233.804583
  nChanged 382
		SP:Iteration 41Q (17551.720000 sec): 3 clusters
  Score: Raw -7708983.538959 + Penalty 3622.440015 = -7705361.098944
  nChanged 335
		SP:Iteration 42Q (17552.280000 sec): 3 clusters
  Score: Raw -7709091.518662 + Penalty 3622.440015 = -7705469.078647
  nChanged 315
		SP:Iteration 43Q (17552.810000 sec): 3 clusters
  Score: Raw -7709202.539398 + Penalty 3622.440015 = -7705580.099383
  nChanged 301
		SP:Iteration 44Q (17553.340000 sec): 3 clusters
  Score: Raw -7709305.589331 + Penalty 3622.440015 = -7705683.149315
  nChanged 237
		SP:Iteration 45Q (17553.860000 sec): 3 clusters
  Score: Raw -7709376.910662 + Penalty 3622.440015 = -7705754.470646
  nChanged 206
		SP:Iteration 46Q (17554.320000 sec): 3 clusters
  Score: Raw -7709435.651815 + Penalty 3622.440015 = -7705813.211800
  nChanged 196
		SP:Iteration 47Q (17554.770000 sec): 3 clusters
  Score: Raw -7709494.873204 + Penalty 3622.440015 = -7705872.433188
  nChanged 185
		SP:Iteration 48Q (17555.300000 sec): 3 clusters
  Score: Raw -7709541.698778 + Penalty 3622.440015 = -7705919.258763
  nChanged 156
		SP:Iteration 49Q (17555.870000 sec): 3 clusters
  Score: Raw -7709583.840270 + Penalty 3622.440015 = -7705961.400254
  nChanged 147
		SP:Iteration 50Q (17556.420000 sec): 3 clusters
  Score: Raw -7709624.901086 + Penalty 3622.440015 = -7706002.461071
  nChanged 150
		SP:Iteration 51Q (17556.940000 sec): 3 clusters
  Score: Raw -7709670.161752 + Penalty 3622.440015 = -7706047.721736
  nChanged 153
		SP:Iteration 52Q (17557.420000 sec): 3 clusters
  Score: Raw -7709723.211181 + Penalty 3622.440015 = -7706100.771166
  nChanged 154
		SP:Iteration 53Q (17557.960000 sec): 3 clusters
  Score: Raw -7709765.198194 + Penalty 3622.440015 = -7706142.758178
  nChanged 108
		SP:Iteration 54Q (17558.450000 sec): 3 clusters
  Score: Raw -7709790.316837 + Penalty 3622.440015 = -7706167.876821
  nChanged 95
		SP:Iteration 55Q (17559.010000 sec): 3 clusters
  Score: Raw -7709810.597531 + Penalty 3622.440015 = -7706188.157516
  nChanged 68
		SP:Iteration 56Q (17559.550000 sec): 3 clusters
  Score: Raw -7709826.651895 + Penalty 3622.440015 = -7706204.211880
  nChanged 69
		SP:Iteration 57Q (17560.050000 sec): 3 clusters
  Score: Raw -7709845.466082 + Penalty 3622.440015 = -7706223.026067
  nChanged 74
		SP:Iteration 58Q (17560.570000 sec): 3 clusters
  Score: Raw -7709864.600838 + Penalty 3622.440015 = -7706242.160823
  nChanged 63
		SP:Iteration 59Q (17561.150000 sec): 3 clusters
  Score: Raw -7709881.651622 + Penalty 3622.440015 = -7706259.211606
  nChanged 58
		SP:Iteration 60F (17561.650000 sec): 3 clusters
  Score: Raw -7709896.035347 + Penalty 3622.440015 = -7706273.595331
  nChanged 51
		SP:Iteration 61Q (17562.110000 sec): 3 clusters
  Score: Raw -7709908.100395 + Penalty 3622.440015 = -7706285.660380
  nChanged 41
		SP:Iteration 62Q (17562.600000 sec): 3 clusters
  Score: Raw -7709917.884641 + Penalty 3622.440015 = -7706295.444625
  nChanged 35
		SP:Iteration 63Q (17563.100000 sec): 3 clusters
  Score: Raw -7709924.688771 + Penalty 3622.440015 = -7706302.248756
  nChanged 33
		SP:Iteration 64Q (17563.540000 sec): 3 clusters
  Score: Raw -7709932.705351 + Penalty 3622.440015 = -7706310.265335
  nChanged 32
		SP:Iteration 65Q (17563.950000 sec): 3 clusters
  Score: Raw -7709939.273620 + Penalty 3622.440015 = -7706316.833605
  nChanged 24
		SP:Iteration 66Q (17564.390000 sec): 3 clusters
  Score: Raw -7709942.914295 + Penalty 3622.440015 = -7706320.474279
  nChanged 22
		SP:Iteration 67Q (17564.860000 sec): 3 clusters
  Score: Raw -7709946.639896 + Penalty 3622.440015 = -7706324.199881
  nChanged 14
		SP:Iteration 68Q (17565.320000 sec): 3 clusters
  Score: Raw -7709949.300961 + Penalty 3622.440015 = -7706326.860945
  nChanged 11
		SP:Iteration 69Q (17565.820000 sec): 3 clusters
  Score: Raw -7709951.732207 + Penalty 3622.440015 = -7706329.292192
  nChanged 11
		SP:Iteration 70Q (17566.300000 sec): 3 clusters
  Score: Raw -7709953.690661 + Penalty 3622.440015 = -7706331.250646
  nChanged 11
		SP:Iteration 71Q (17566.770000 sec): 3 clusters
  Score: Raw -7709955.148456 + Penalty 3622.440015 = -7706332.708441
  nChanged 10
		SP:Iteration 72Q (17567.230000 sec): 3 clusters
  Score: Raw -7709956.879746 + Penalty 3622.440015 = -7706334.439731
  nChanged 10
		SP:Iteration 73Q (17567.640000 sec): 3 clusters
  Score: Raw -7709958.307265 + Penalty 3622.440015 = -7706335.867250
  nChanged 9
		SP:Iteration 74Q (17568.090000 sec): 3 clusters
  Score: Raw -7709959.859157 + Penalty 3622.440015 = -7706337.419141
  nChanged 9
		SP:Iteration 75Q (17568.530000 sec): 3 clusters
  Score: Raw -7709961.184519 + Penalty 3622.440015 = -7706338.744503
  nChanged 10
		SP:Iteration 76Q (17569.010000 sec): 3 clusters
  Score: Raw -7709963.359329 + Penalty 3622.440015 = -7706340.919314
  nChanged 14
		SP:Iteration 77Q (17569.520000 sec): 3 clusters
  Score: Raw -7709965.664764 + Penalty 3622.440015 = -7706343.224749
  nChanged 12
		SP:Iteration 78Q (17570.020000 sec): 3 clusters
  Score: Raw -7709967.499305 + Penalty 3622.440015 = -7706345.059290
  nChanged 13
		SP:Iteration 79Q (17570.560000 sec): 3 clusters
  Score: Raw -7709969.918786 + Penalty 3622.440015 = -7706347.478770
  nChanged 11
		SP:Iteration 80F (17571.090000 sec): 3 clusters
  Score: Raw -7709971.339947 + Penalty 3622.440015 = -7706348.899931
  nChanged 7
		SP:Iteration 81Q (17571.590000 sec): 3 clusters
  Score: Raw -7709972.635350 + Penalty 3622.440015 = -7706350.195334
  nChanged 5
		SP:Iteration 82Q (17572.100000 sec): 3 clusters
  Score: Raw -7709973.167848 + Penalty 3622.440015 = -7706350.727833
  nChanged 2
		SP:Iteration 83Q (17572.560000 sec): 3 clusters
  Score: Raw -7709973.486491 + Penalty 3622.440015 = -7706351.046476
  nChanged 5
		SP:Iteration 84Q (17573.100000 sec): 3 clusters
  Score: Raw -7709974.186519 + Penalty 3622.440015 = -7706351.746504
  nChanged 5
		SP:Iteration 85Q (17573.590000 sec): 3 clusters
  Score: Raw -7709974.934822 + Penalty 3622.440015 = -7706352.494806
  nChanged 3
		SP:Iteration 86Q (17574.120000 sec): 3 clusters
  Score: Raw -7709975.635568 + Penalty 3622.440015 = -7706353.195553
  nChanged 3
		SP:Iteration 87Q (17574.570000 sec): 3 clusters
  Score: Raw -7709976.260631 + Penalty 3622.440015 = -7706353.820616
  nChanged 0
		SP:Iteration 88F (17575.060000 sec): 3 clusters
  Score: Raw -7709976.260631 + Penalty 3622.440015 = -7706353.820616
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (9858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17575.190000 sec): 2 clusters
  Score: Raw -1112502.400701 + Penalty 1494.356270 = -1111008.044431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17575.460000 sec): 3 clusters
  Score: Raw -1107004.519372 + Penalty 2988.712541 = -1104015.806831
  nChanged 4207
		SP:Iteration 1F (17575.630000 sec): 3 clusters
  Score: Raw -1109328.437720 + Penalty 2988.712541 = -1106339.725179
  nChanged 633
		SP:Iteration 2F (17575.890000 sec): 3 clusters
  Score: Raw -1109605.562550 + Penalty 2988.712541 = -1106616.850009
  nChanged 497
		SP:Iteration 3F (17576.070000 sec): 3 clusters
  Score: Raw -1109858.273393 + Penalty 2988.712541 = -1106869.560852
  nChanged 451
		SP:Iteration 4Q (17576.320000 sec): 3 clusters
  Score: Raw -1110123.676397 + Penalty 2988.712541 = -1107134.963856
  nChanged 495
		SP:Iteration 5F (17576.560000 sec): 3 clusters
  Score: Raw -1110481.314905 + Penalty 2988.712541 = -1107492.602364
  nChanged 524
		SP:Iteration 6F (17576.760000 sec): 3 clusters
  Score: Raw -1110913.555201 + Penalty 2988.712541 = -1107924.842660
  nChanged 530
		SP:Iteration 7F (17577.020000 sec): 3 clusters
  Score: Raw -1111362.608354 + Penalty 2988.712541 = -1108373.895814
  nChanged 508
		SP:Iteration 8F (17577.280000 sec): 3 clusters
  Score: Raw -1111782.707874 + Penalty 2988.712541 = -1108793.995334
  nChanged 438
		SP:Iteration 9Q (17577.520000 sec): 3 clusters
  Score: Raw -1112091.642701 + Penalty 2988.712541 = -1109102.930160
  nChanged 354
		SP:Iteration 10Q (17577.830000 sec): 3 clusters
  Score: Raw -1112323.196107 + Penalty 2988.712541 = -1109334.483566
  nChanged 294
		SP:Iteration 11Q (17578.090000 sec): 3 clusters
  Score: Raw -1112500.877783 + Penalty 2988.712541 = -1109512.165242
  nChanged 254
		SP:Iteration 12Q (17578.340000 sec): 3 clusters
  Score: Raw -1112627.124262 + Penalty 2988.712541 = -1109638.411721
  nChanged 204
		SP:Iteration 13Q (17578.580000 sec): 3 clusters
  Score: Raw -1112721.751394 + Penalty 2988.712541 = -1109733.038853
  nChanged 163
		SP:Iteration 14Q (17578.810000 sec): 3 clusters
  Score: Raw -1112786.637433 + Penalty 2988.712541 = -1109797.924892
  nChanged 112
		SP:Iteration 15Q (17578.990000 sec): 3 clusters
  Score: Raw -1112823.380197 + Penalty 2988.712541 = -1109834.667656
  nChanged 94
		SP:Iteration 16Q (17579.230000 sec): 3 clusters
  Score: Raw -1112854.867165 + Penalty 2988.712541 = -1109866.154624
  nChanged 91
		SP:Iteration 17Q (17579.480000 sec): 3 clusters
  Score: Raw -1112882.715580 + Penalty 2988.712541 = -1109894.003040
  nChanged 70
		SP:Iteration 18Q (17579.690000 sec): 3 clusters
  Score: Raw -1112905.815745 + Penalty 2988.712541 = -1109917.103204
  nChanged 79
		SP:Iteration 19Q (17579.920000 sec): 3 clusters
  Score: Raw -1112931.493626 + Penalty 2988.712541 = -1109942.781085
  nChanged 72
		SP:Iteration 20F (17580.120000 sec): 3 clusters
  Score: Raw -1112953.461628 + Penalty 2988.712541 = -1109964.749087
  nChanged 64
		SP:Iteration 21Q (17580.310000 sec): 3 clusters
  Score: Raw -1112970.596018 + Penalty 2988.712541 = -1109981.883477
  nChanged 67
		SP:Iteration 22Q (17580.580000 sec): 3 clusters
  Score: Raw -1112989.359983 + Penalty 2988.712541 = -1110000.647442
  nChanged 54
		SP:Iteration 23Q (17580.890000 sec): 3 clusters
  Score: Raw -1113003.273842 + Penalty 2988.712541 = -1110014.561302
  nChanged 49
		SP:Iteration 24Q (17581.090000 sec): 3 clusters
  Score: Raw -1113014.626064 + Penalty 2988.712541 = -1110025.913523
  nChanged 34
		SP:Iteration 25Q (17581.320000 sec): 3 clusters
  Score: Raw -1113022.581612 + Penalty 2988.712541 = -1110033.869071
  nChanged 29
		SP:Iteration 26Q (17581.530000 sec): 3 clusters
  Score: Raw -1113030.310546 + Penalty 2988.712541 = -1110041.598006
  nChanged 31
		SP:Iteration 27Q (17581.850000 sec): 3 clusters
  Score: Raw -1113036.104735 + Penalty 2988.712541 = -1110047.392194
  nChanged 20
		SP:Iteration 28Q (17582.070000 sec): 3 clusters
  Score: Raw -1113040.522499 + Penalty 2988.712541 = -1110051.809958
  nChanged 26
		SP:Iteration 29Q (17582.330000 sec): 3 clusters
  Score: Raw -1113045.423731 + Penalty 2988.712541 = -1110056.711191
  nChanged 20
		SP:Iteration 30Q (17582.620000 sec): 3 clusters
  Score: Raw -1113048.519050 + Penalty 2988.712541 = -1110059.806509
  nChanged 12
		SP:Iteration 31Q (17582.830000 sec): 3 clusters
  Score: Raw -1113050.516072 + Penalty 2988.712541 = -1110061.803531
  nChanged 7
		SP:Iteration 32Q (17583.090000 sec): 3 clusters
  Score: Raw -1113051.597308 + Penalty 2988.712541 = -1110062.884767
  nChanged 8
		SP:Iteration 33Q (17583.320000 sec): 3 clusters
  Score: Raw -1113052.897253 + Penalty 2988.712541 = -1110064.184712
  nChanged 9
		SP:Iteration 34Q (17583.590000 sec): 3 clusters
  Score: Raw -1113054.123533 + Penalty 2988.712541 = -1110065.410992
  nChanged 9
		SP:Iteration 35Q (17583.830000 sec): 3 clusters
  Score: Raw -1113055.440175 + Penalty 2988.712541 = -1110066.727635
  nChanged 6
		SP:Iteration 36Q (17584.080000 sec): 3 clusters
  Score: Raw -1113056.248436 + Penalty 2988.712541 = -1110067.535896
  nChanged 6
		SP:Iteration 37Q (17584.340000 sec): 3 clusters
  Score: Raw -1113057.505434 + Penalty 2988.712541 = -1110068.792893
  nChanged 6
		SP:Iteration 38Q (17584.570000 sec): 3 clusters
  Score: Raw -1113058.460048 + Penalty 2988.712541 = -1110069.747507
  nChanged 8
		SP:Iteration 39Q (17584.830000 sec): 3 clusters
  Score: Raw -1113059.410213 + Penalty 2988.712541 = -1110070.697672
  nChanged 7
		SP:Iteration 40F (17585.120000 sec): 3 clusters
  Score: Raw -1113060.901675 + Penalty 2988.712541 = -1110072.189134
  nChanged 7
		SP:Iteration 41Q (17585.370000 sec): 3 clusters
  Score: Raw -1113062.199596 + Penalty 2988.712541 = -1110073.487055
  nChanged 6
		SP:Iteration 42Q (17585.630000 sec): 3 clusters
  Score: Raw -1113063.018430 + Penalty 2988.712541 = -1110074.305889
  nChanged 9
		SP:Iteration 43Q (17585.880000 sec): 3 clusters
  Score: Raw -1113064.431512 + Penalty 2988.712541 = -1110075.718971
  nChanged 10
		SP:Iteration 44Q (17586.150000 sec): 3 clusters
  Score: Raw -1113066.385180 + Penalty 2988.712541 = -1110077.672639
  nChanged 6
		SP:Iteration 45Q (17586.410000 sec): 3 clusters
  Score: Raw -1113067.451148 + Penalty 2988.712541 = -1110078.738607
  nChanged 5
		SP:Iteration 46Q (17586.720000 sec): 3 clusters
  Score: Raw -1113068.196482 + Penalty 2988.712541 = -1110079.483941
  nChanged 4
		SP:Iteration 47Q (17586.980000 sec): 3 clusters
  Score: Raw -1113069.424665 + Penalty 2988.712541 = -1110080.712124
  nChanged 9
		SP:Iteration 48Q (17587.210000 sec): 3 clusters
  Score: Raw -1113070.630897 + Penalty 2988.712541 = -1110081.918356
  nChanged 5
		SP:Iteration 49Q (17587.470000 sec): 3 clusters
  Score: Raw -1113071.614666 + Penalty 2988.712541 = -1110082.902125
  nChanged 5
		SP:Iteration 50Q (17587.740000 sec): 3 clusters
  Score: Raw -1113072.279100 + Penalty 2988.712541 = -1110083.566559
  nChanged 1
		SP:Iteration 51Q (17587.980000 sec): 3 clusters
  Score: Raw -1113072.350198 + Penalty 2988.712541 = -1110083.637657
  nChanged 0
		SP:Iteration 52F (17588.210000 sec): 3 clusters
  Score: Raw -1113072.350198 + Penalty 2988.712541 = -1110083.637657
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (19714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17588.420000 sec): 2 clusters
  Score: Raw -2115040.562506 + Penalty 1606.976202 = -2113433.586304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17588.770000 sec): 3 clusters
  Score: Raw -2103174.716435 + Penalty 3213.952405 = -2099960.764030
  nChanged 9012
		SP:Iteration 1F (17589.070000 sec): 3 clusters
  Score: Raw -2108599.306932 + Penalty 3213.952405 = -2105385.354528
  nChanged 1475
		SP:Iteration 2F (17589.310000 sec): 3 clusters
  Score: Raw -2109812.481749 + Penalty 3213.952405 = -2106598.529344
  nChanged 1589
		SP:Iteration 3F (17589.560000 sec): 3 clusters
  Score: Raw -2111131.414221 + Penalty 3213.952405 = -2107917.461816
  nChanged 1508
		SP:Iteration 4F (17589.820000 sec): 3 clusters
  Score: Raw -2112285.178117 + Penalty 3213.952405 = -2109071.225712
  nChanged 1353
		SP:Iteration 5F (17590.120000 sec): 3 clusters
  Score: Raw -2113230.245030 + Penalty 3213.952405 = -2110016.292625
  nChanged 1100
		SP:Iteration 6F (17590.380000 sec): 3 clusters
  Score: Raw -2113864.860683 + Penalty 3213.952405 = -2110650.908278
  nChanged 899
		SP:Iteration 7Q (17590.590000 sec): 3 clusters
  Score: Raw -2114294.650638 + Penalty 3213.952405 = -2111080.698233
  nChanged 680
		SP:Iteration 8Q (17590.850000 sec): 3 clusters
  Score: Raw -2114546.652939 + Penalty 3213.952405 = -2111332.700534
  nChanged 514
		SP:Iteration 9Q (17591.110000 sec): 3 clusters
  Score: Raw -2114709.372117 + Penalty 3213.952405 = -2111495.419712
  nChanged 409
		SP:Iteration 10Q (17591.370000 sec): 3 clusters
  Score: Raw -2114824.194959 + Penalty 3213.952405 = -2111610.242555
  nChanged 314
		SP:Iteration 11Q (17591.630000 sec): 3 clusters
  Score: Raw -2114913.356832 + Penalty 3213.952405 = -2111699.404427
  nChanged 290
		SP:Iteration 12Q (17591.920000 sec): 3 clusters
  Score: Raw -2114994.615906 + Penalty 3213.952405 = -2111780.663501
  nChanged 242
		SP:Iteration 13Q (17592.170000 sec): 3 clusters
  Score: Raw -2115061.268574 + Penalty 3213.952405 = -2111847.316169
  nChanged 203
		SP:Iteration 14Q (17592.560000 sec): 3 clusters
  Score: Raw -2115107.489351 + Penalty 3213.952405 = -2111893.536946
  nChanged 179
		SP:Iteration 15Q (17592.810000 sec): 3 clusters
  Score: Raw -2115139.436100 + Penalty 3213.952405 = -2111925.483695
  nChanged 140
		SP:Iteration 16Q (17593.140000 sec): 3 clusters
  Score: Raw -2115161.911434 + Penalty 3213.952405 = -2111947.959029
  nChanged 123
		SP:Iteration 17Q (17593.380000 sec): 3 clusters
  Score: Raw -2115180.186023 + Penalty 3213.952405 = -2111966.233618
  nChanged 105
		SP:Iteration 18Q (17593.720000 sec): 3 clusters
  Score: Raw -2115196.635631 + Penalty 3213.952405 = -2111982.683226
  nChanged 103
		SP:Iteration 19Q (17594.060000 sec): 3 clusters
  Score: Raw -2115210.421039 + Penalty 3213.952405 = -2111996.468635
  nChanged 109
		SP:Iteration 20F (17594.340000 sec): 3 clusters
  Score: Raw -2115228.276236 + Penalty 3213.952405 = -2112014.323832
  nChanged 89
		SP:Iteration 21Q (17594.670000 sec): 3 clusters
  Score: Raw -2115241.326294 + Penalty 3213.952405 = -2112027.373889
  nChanged 97
		SP:Iteration 22Q (17595.050000 sec): 3 clusters
  Score: Raw -2115254.587389 + Penalty 3213.952405 = -2112040.634984
  nChanged 92
		SP:Iteration 23Q (17595.380000 sec): 3 clusters
  Score: Raw -2115266.804365 + Penalty 3213.952405 = -2112052.851960
  nChanged 83
		SP:Iteration 24Q (17595.740000 sec): 3 clusters
  Score: Raw -2115278.114737 + Penalty 3213.952405 = -2112064.162332
  nChanged 71
		SP:Iteration 25Q (17596.080000 sec): 3 clusters
  Score: Raw -2115286.542993 + Penalty 3213.952405 = -2112072.590589
  nChanged 80
		SP:Iteration 26Q (17596.420000 sec): 3 clusters
  Score: Raw -2115297.556785 + Penalty 3213.952405 = -2112083.604380
  nChanged 70
		SP:Iteration 27Q (17596.760000 sec): 3 clusters
  Score: Raw -2115307.023192 + Penalty 3213.952405 = -2112093.070788
  nChanged 64
		SP:Iteration 28Q (17597.080000 sec): 3 clusters
  Score: Raw -2115315.585014 + Penalty 3213.952405 = -2112101.632609
  nChanged 60
		SP:Iteration 29Q (17597.430000 sec): 3 clusters
  Score: Raw -2115323.460158 + Penalty 3213.952405 = -2112109.507753
  nChanged 60
		SP:Iteration 30Q (17597.770000 sec): 3 clusters
  Score: Raw -2115329.909173 + Penalty 3213.952405 = -2112115.956768
  nChanged 47
		SP:Iteration 31Q (17598.050000 sec): 3 clusters
  Score: Raw -2115334.766689 + Penalty 3213.952405 = -2112120.814284
  nChanged 41
		SP:Iteration 32Q (17598.440000 sec): 3 clusters
  Score: Raw -2115339.279795 + Penalty 3213.952405 = -2112125.327390
  nChanged 57
		SP:Iteration 33Q (17598.780000 sec): 3 clusters
  Score: Raw -2115345.407401 + Penalty 3213.952405 = -2112131.454996
  nChanged 42
		SP:Iteration 34Q (17599.110000 sec): 3 clusters
  Score: Raw -2115351.128877 + Penalty 3213.952405 = -2112137.176472
  nChanged 46
		SP:Iteration 35Q (17599.420000 sec): 3 clusters
  Score: Raw -2115357.014974 + Penalty 3213.952405 = -2112143.062569
  nChanged 47
		SP:Iteration 36Q (17599.730000 sec): 3 clusters
  Score: Raw -2115363.705935 + Penalty 3213.952405 = -2112149.753530
  nChanged 62
		SP:Iteration 37Q (17600.070000 sec): 3 clusters
  Score: Raw -2115376.439025 + Penalty 3213.952405 = -2112162.486621
  nChanged 84
		SP:Iteration 38Q (17600.410000 sec): 3 clusters
  Score: Raw -2115395.043307 + Penalty 3213.952405 = -2112181.090902
  nChanged 93
		SP:Iteration 39Q (17600.720000 sec): 3 clusters
  Score: Raw -2115421.796240 + Penalty 3213.952405 = -2112207.843836
  nChanged 112
		SP:Iteration 40F (17601.040000 sec): 3 clusters
  Score: Raw -2115451.118314 + Penalty 3213.952405 = -2112237.165910
  nChanged 101
		SP:Iteration 41Q (17601.360000 sec): 3 clusters
  Score: Raw -2115484.409369 + Penalty 3213.952405 = -2112270.456964
  nChanged 135
		SP:Iteration 42Q (17601.680000 sec): 3 clusters
  Score: Raw -2115531.598234 + Penalty 3213.952405 = -2112317.645830
  nChanged 158
		SP:Iteration 43Q (17601.980000 sec): 3 clusters
  Score: Raw -2115586.984402 + Penalty 3213.952405 = -2112373.031997
  nChanged 172
		SP:Iteration 44Q (17602.240000 sec): 3 clusters
  Score: Raw -2115651.041652 + Penalty 3213.952405 = -2112437.089247
  nChanged 172
		SP:Iteration 45Q (17602.570000 sec): 3 clusters
  Score: Raw -2115716.286721 + Penalty 3213.952405 = -2112502.334316
  nChanged 172
		SP:Iteration 46Q (17602.880000 sec): 3 clusters
  Score: Raw -2115770.993134 + Penalty 3213.952405 = -2112557.040729
  nChanged 173
		SP:Iteration 47Q (17603.150000 sec): 3 clusters
  Score: Raw -2115828.797269 + Penalty 3213.952405 = -2112614.844864
  nChanged 184
		SP:Iteration 48Q (17603.530000 sec): 3 clusters
  Score: Raw -2115882.551705 + Penalty 3213.952405 = -2112668.599301
  nChanged 168
		SP:Iteration 49Q (17603.750000 sec): 3 clusters
  Score: Raw -2115927.445936 + Penalty 3213.952405 = -2112713.493531
  nChanged 148
		SP:Iteration 50Q (17604.030000 sec): 3 clusters
  Score: Raw -2115964.917582 + Penalty 3213.952405 = -2112750.965178
  nChanged 135
		SP:Iteration 51Q (17604.330000 sec): 3 clusters
  Score: Raw -2115993.008176 + Penalty 3213.952405 = -2112779.055772
  nChanged 126
		SP:Iteration 52Q (17604.620000 sec): 3 clusters
  Score: Raw -2116019.281782 + Penalty 3213.952405 = -2112805.329377
  nChanged 126
		SP:Iteration 53Q (17604.950000 sec): 3 clusters
  Score: Raw -2116048.795332 + Penalty 3213.952405 = -2112834.842927
  nChanged 131
		SP:Iteration 54Q (17605.240000 sec): 3 clusters
  Score: Raw -2116082.565280 + Penalty 3213.952405 = -2112868.612875
  nChanged 140
		SP:Iteration 55Q (17605.550000 sec): 3 clusters
  Score: Raw -2116117.448905 + Penalty 3213.952405 = -2112903.496500
  nChanged 141
		SP:Iteration 56Q (17605.910000 sec): 3 clusters
  Score: Raw -2116146.479986 + Penalty 3213.952405 = -2112932.527581
  nChanged 119
		SP:Iteration 57Q (17606.200000 sec): 3 clusters
  Score: Raw -2116171.015944 + Penalty 3213.952405 = -2112957.063539
  nChanged 125
		SP:Iteration 58Q (17606.570000 sec): 3 clusters
  Score: Raw -2116195.635228 + Penalty 3213.952405 = -2112981.682823
  nChanged 95
		SP:Iteration 59Q (17606.850000 sec): 3 clusters
  Score: Raw -2116214.163017 + Penalty 3213.952405 = -2113000.210612
  nChanged 95
		SP:Iteration 60F (17607.090000 sec): 3 clusters
  Score: Raw -2116234.374207 + Penalty 3213.952405 = -2113020.421802
  nChanged 97
		SP:Iteration 61Q (17607.380000 sec): 3 clusters
  Score: Raw -2116254.929877 + Penalty 3213.952405 = -2113040.977472
  nChanged 91
		SP:Iteration 62Q (17607.710000 sec): 3 clusters
  Score: Raw -2116277.445050 + Penalty 3213.952405 = -2113063.492645
  nChanged 91
		SP:Iteration 63Q (17607.970000 sec): 3 clusters
  Score: Raw -2116296.835442 + Penalty 3213.952405 = -2113082.883037
  nChanged 79
		SP:Iteration 64Q (17608.220000 sec): 3 clusters
  Score: Raw -2116315.114961 + Penalty 3213.952405 = -2113101.162556
  nChanged 82
		SP:Iteration 65Q (17608.550000 sec): 3 clusters
  Score: Raw -2116335.984070 + Penalty 3213.952405 = -2113122.031666
  nChanged 103
		SP:Iteration 66Q (17608.870000 sec): 3 clusters
  Score: Raw -2116360.118556 + Penalty 3213.952405 = -2113146.166152
  nChanged 98
		SP:Iteration 67Q (17609.200000 sec): 3 clusters
  Score: Raw -2116386.944747 + Penalty 3213.952405 = -2113172.992342
  nChanged 109
		SP:Iteration 68Q (17609.550000 sec): 3 clusters
  Score: Raw -2116420.051518 + Penalty 3213.952405 = -2113206.099113
  nChanged 95
		SP:Iteration 69Q (17609.870000 sec): 3 clusters
  Score: Raw -2116457.053563 + Penalty 3213.952405 = -2113243.101159
  nChanged 100
		SP:Iteration 70Q (17610.180000 sec): 3 clusters
  Score: Raw -2116495.453730 + Penalty 3213.952405 = -2113281.501326
  nChanged 106
		SP:Iteration 71Q (17610.540000 sec): 3 clusters
  Score: Raw -2116527.322797 + Penalty 3213.952405 = -2113313.370393
  nChanged 97
		SP:Iteration 72Q (17610.920000 sec): 3 clusters
  Score: Raw -2116555.188071 + Penalty 3213.952405 = -2113341.235666
  nChanged 98
		SP:Iteration 73Q (17611.250000 sec): 3 clusters
  Score: Raw -2116582.347835 + Penalty 3213.952405 = -2113368.395431
  nChanged 76
		SP:Iteration 74Q (17611.510000 sec): 3 clusters
  Score: Raw -2116601.489047 + Penalty 3213.952405 = -2113387.536642
  nChanged 68
		SP:Iteration 75Q (17611.840000 sec): 3 clusters
  Score: Raw -2116620.864730 + Penalty 3213.952405 = -2113406.912325
  nChanged 77
		SP:Iteration 76Q (17612.160000 sec): 3 clusters
  Score: Raw -2116650.532220 + Penalty 3213.952405 = -2113436.579815
  nChanged 89
		SP:Iteration 77Q (17612.430000 sec): 3 clusters
  Score: Raw -2116687.004741 + Penalty 3213.952405 = -2113473.052336
  nChanged 82
		SP:Iteration 78Q (17612.710000 sec): 3 clusters
  Score: Raw -2116720.049075 + Penalty 3213.952405 = -2113506.096670
  nChanged 73
		SP:Iteration 79Q (17612.990000 sec): 3 clusters
  Score: Raw -2116750.077910 + Penalty 3213.952405 = -2113536.125505
  nChanged 61
		SP:Iteration 80F (17613.240000 sec): 3 clusters
  Score: Raw -2116771.897887 + Penalty 3213.952405 = -2113557.945482
  nChanged 58
		SP:Iteration 81Q (17613.550000 sec): 3 clusters
  Score: Raw -2116793.828304 + Penalty 3213.952405 = -2113579.875899
  nChanged 74
		SP:Iteration 82Q (17613.830000 sec): 3 clusters
  Score: Raw -2116821.245283 + Penalty 3213.952405 = -2113607.292878
  nChanged 75
		SP:Iteration 83Q (17614.100000 sec): 3 clusters
  Score: Raw -2116847.715498 + Penalty 3213.952405 = -2113633.763094
  nChanged 66
		SP:Iteration 84Q (17614.410000 sec): 3 clusters
  Score: Raw -2116879.544316 + Penalty 3213.952405 = -2113665.591912
  nChanged 80
		SP:Iteration 85Q (17614.770000 sec): 3 clusters
  Score: Raw -2116914.492571 + Penalty 3213.952405 = -2113700.540167
  nChanged 72
		SP:Iteration 86Q (17615.060000 sec): 3 clusters
  Score: Raw -2116940.050152 + Penalty 3213.952405 = -2113726.097747
  nChanged 55
		SP:Iteration 87Q (17615.330000 sec): 3 clusters
  Score: Raw -2116959.319887 + Penalty 3213.952405 = -2113745.367482
  nChanged 58
		SP:Iteration 88Q (17615.600000 sec): 3 clusters
  Score: Raw -2116981.828482 + Penalty 3213.952405 = -2113767.876077
  nChanged 55
		SP:Iteration 89Q (17615.890000 sec): 3 clusters
  Score: Raw -2117000.458384 + Penalty 3213.952405 = -2113786.505979
  nChanged 56
		SP:Iteration 90Q (17616.190000 sec): 3 clusters
  Score: Raw -2117016.986837 + Penalty 3213.952405 = -2113803.034432
  nChanged 52
		SP:Iteration 91Q (17616.490000 sec): 3 clusters
  Score: Raw -2117029.510133 + Penalty 3213.952405 = -2113815.557728
  nChanged 39
		SP:Iteration 92Q (17616.780000 sec): 3 clusters
  Score: Raw -2117038.608223 + Penalty 3213.952405 = -2113824.655818
  nChanged 33
		SP:Iteration 93Q (17617.090000 sec): 3 clusters
  Score: Raw -2117044.182985 + Penalty 3213.952405 = -2113830.230580
  nChanged 24
		SP:Iteration 94Q (17617.400000 sec): 3 clusters
  Score: Raw -2117047.940808 + Penalty 3213.952405 = -2113833.988403
  nChanged 19
		SP:Iteration 95Q (17617.670000 sec): 3 clusters
  Score: Raw -2117050.573834 + Penalty 3213.952405 = -2113836.621429
  nChanged 19
		SP:Iteration 96Q (17617.930000 sec): 3 clusters
  Score: Raw -2117053.647611 + Penalty 3213.952405 = -2113839.695206
  nChanged 16
		SP:Iteration 97Q (17618.180000 sec): 3 clusters
  Score: Raw -2117055.791950 + Penalty 3213.952405 = -2113841.839545
  nChanged 17
		SP:Iteration 98Q (17618.460000 sec): 3 clusters
  Score: Raw -2117057.773851 + Penalty 3213.952405 = -2113843.821446
  nChanged 14
		SP:Iteration 99Q (17618.710000 sec): 3 clusters
  Score: Raw -2117059.587997 + Penalty 3213.952405 = -2113845.635593
  nChanged 14
		SP:Iteration 100F (17618.960000 sec): 3 clusters
  Score: Raw -2117061.773968 + Penalty 3213.952405 = -2113847.821563
  nChanged 11
		SP:Iteration 101Q (17619.230000 sec): 3 clusters
  Score: Raw -2117063.678991 + Penalty 3213.952405 = -2113849.726587
  nChanged 18
		SP:Iteration 102Q (17619.560000 sec): 3 clusters
  Score: Raw -2117066.300750 + Penalty 3213.952405 = -2113852.348345
  nChanged 14
		SP:Iteration 103Q (17619.810000 sec): 3 clusters
  Score: Raw -2117068.229380 + Penalty 3213.952405 = -2113854.276975
  nChanged 12
		SP:Iteration 104Q (17620.120000 sec): 3 clusters
  Score: Raw -2117070.028781 + Penalty 3213.952405 = -2113856.076376
  nChanged 13
		SP:Iteration 105Q (17620.380000 sec): 3 clusters
  Score: Raw -2117072.921307 + Penalty 3213.952405 = -2113858.968902
  nChanged 14
		SP:Iteration 106Q (17620.690000 sec): 3 clusters
  Score: Raw -2117076.031488 + Penalty 3213.952405 = -2113862.079084
  nChanged 13
		SP:Iteration 107Q (17620.960000 sec): 3 clusters
  Score: Raw -2117077.701707 + Penalty 3213.952405 = -2113863.749303
  nChanged 12
		SP:Iteration 108Q (17621.250000 sec): 3 clusters
  Score: Raw -2117078.993638 + Penalty 3213.952405 = -2113865.041234
  nChanged 10
		SP:Iteration 109Q (17621.540000 sec): 3 clusters
  Score: Raw -2117080.200952 + Penalty 3213.952405 = -2113866.248547
  nChanged 11
		SP:Iteration 110Q (17621.850000 sec): 3 clusters
  Score: Raw -2117081.596255 + Penalty 3213.952405 = -2113867.643850
  nChanged 10
		SP:Iteration 111Q (17622.120000 sec): 3 clusters
  Score: Raw -2117082.706221 + Penalty 3213.952405 = -2113868.753817
  nChanged 5
		SP:Iteration 112Q (17622.460000 sec): 3 clusters
  Score: Raw -2117083.438641 + Penalty 3213.952405 = -2113869.486237
  nChanged 3
		SP:Iteration 113Q (17622.730000 sec): 3 clusters
  Score: Raw -2117083.839508 + Penalty 3213.952405 = -2113869.887103
  nChanged 3
		SP:Iteration 114Q (17623.100000 sec): 3 clusters
  Score: Raw -2117084.080378 + Penalty 3213.952405 = -2113870.127974
  nChanged 2
		SP:Iteration 115Q (17623.360000 sec): 3 clusters
  Score: Raw -2117084.352853 + Penalty 3213.952405 = -2113870.400449
  nChanged 3
		SP:Iteration 116Q (17623.610000 sec): 3 clusters
  Score: Raw -2117084.792324 + Penalty 3213.952405 = -2113870.839919
  nChanged 3
		SP:Iteration 117Q (17623.960000 sec): 3 clusters
  Score: Raw -2117085.168429 + Penalty 3213.952405 = -2113871.216024
  nChanged 2
		SP:Iteration 118Q (17624.250000 sec): 3 clusters
  Score: Raw -2117085.379334 + Penalty 3213.952405 = -2113871.426929
  nChanged 0
		SP:Iteration 119F (17624.570000 sec): 3 clusters
  Score: Raw -2117085.379334 + Penalty 3213.952405 = -2113871.426929
  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 11.19 GB.

 Trying to split cluster 31 (24808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17624.800000 sec): 2 clusters
  Score: Raw -2877547.195495 + Penalty 1644.324737 = -2875902.870757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17625.130000 sec): 3 clusters
  Score: Raw -2862229.468699 + Penalty 3288.649475 = -2858940.819224
  nChanged 11458
		SP:Iteration 1F (17625.440000 sec): 3 clusters
  Score: Raw -2868741.486148 + Penalty 3288.649475 = -2865452.836673
  nChanged 1306
		SP:Iteration 2F (17625.840000 sec): 3 clusters
  Score: Raw -2869294.143715 + Penalty 3288.649475 = -2866005.494240
  nChanged 1320
		SP:Iteration 3F (17626.140000 sec): 3 clusters
  Score: Raw -2869934.187780 + Penalty 3288.649475 = -2866645.538306
  nChanged 1419
		SP:Iteration 4F (17626.520000 sec): 3 clusters
  Score: Raw -2870678.771749 + Penalty 3288.649475 = -2867390.122274
  nChanged 1438
		SP:Iteration 5F (17626.860000 sec): 3 clusters
  Score: Raw -2871446.334734 + Penalty 3288.649475 = -2868157.685259
  nChanged 1336
		SP:Iteration 6F (17627.190000 sec): 3 clusters
  Score: Raw -2872140.109521 + Penalty 3288.649475 = -2868851.460046
  nChanged 1211
		SP:Iteration 7Q (17627.510000 sec): 3 clusters
  Score: Raw -2872809.300908 + Penalty 3288.649475 = -2869520.651433
  nChanged 1177
		SP:Iteration 8Q (17627.870000 sec): 3 clusters
  Score: Raw -2873426.842896 + Penalty 3288.649475 = -2870138.193422
  nChanged 993
		SP:Iteration 9Q (17628.170000 sec): 3 clusters
  Score: Raw -2873911.605764 + Penalty 3288.649475 = -2870622.956289
  nChanged 848
		SP:Iteration 10Q (17628.500000 sec): 3 clusters
  Score: Raw -2874296.276522 + Penalty 3288.649475 = -2871007.627047
  nChanged 727
		SP:Iteration 11Q (17628.810000 sec): 3 clusters
  Score: Raw -2874577.622578 + Penalty 3288.649475 = -2871288.973103
  nChanged 533
		SP:Iteration 12Q (17629.170000 sec): 3 clusters
  Score: Raw -2874732.779095 + Penalty 3288.649475 = -2871444.129620
  nChanged 386
		SP:Iteration 13Q (17629.440000 sec): 3 clusters
  Score: Raw -2874837.116707 + Penalty 3288.649475 = -2871548.467233
  nChanged 316
		SP:Iteration 14Q (17629.760000 sec): 3 clusters
  Score: Raw -2874925.507230 + Penalty 3288.649475 = -2871636.857755
  nChanged 309
		SP:Iteration 15Q (17630.040000 sec): 3 clusters
  Score: Raw -2875005.562319 + Penalty 3288.649475 = -2871716.912845
  nChanged 292
		SP:Iteration 16Q (17630.360000 sec): 3 clusters
  Score: Raw -2875076.757658 + Penalty 3288.649475 = -2871788.108184
  nChanged 263
		SP:Iteration 17Q (17630.670000 sec): 3 clusters
  Score: Raw -2875133.333591 + Penalty 3288.649475 = -2871844.684116
  nChanged 245
		SP:Iteration 18Q (17631.010000 sec): 3 clusters
  Score: Raw -2875184.757755 + Penalty 3288.649475 = -2871896.108280
  nChanged 235
		SP:Iteration 19Q (17631.340000 sec): 3 clusters
  Score: Raw -2875233.981848 + Penalty 3288.649475 = -2871945.332373
  nChanged 225
		SP:Iteration 20F (17631.660000 sec): 3 clusters
  Score: Raw -2875277.816128 + Penalty 3288.649475 = -2871989.166653
  nChanged 209
		SP:Iteration 21Q (17631.950000 sec): 3 clusters
  Score: Raw -2875315.529730 + Penalty 3288.649475 = -2872026.880255
  nChanged 205
		SP:Iteration 22Q (17632.280000 sec): 3 clusters
  Score: Raw -2875349.415468 + Penalty 3288.649475 = -2872060.765993
  nChanged 181
		SP:Iteration 23Q (17632.610000 sec): 3 clusters
  Score: Raw -2875378.689750 + Penalty 3288.649475 = -2872090.040276
  nChanged 187
		SP:Iteration 24Q (17632.950000 sec): 3 clusters
  Score: Raw -2875413.221626 + Penalty 3288.649475 = -2872124.572151
  nChanged 200
		SP:Iteration 25Q (17633.340000 sec): 3 clusters
  Score: Raw -2875448.226274 + Penalty 3288.649475 = -2872159.576799
  nChanged 185
		SP:Iteration 26Q (17633.650000 sec): 3 clusters
  Score: Raw -2875481.749020 + Penalty 3288.649475 = -2872193.099545
  nChanged 186
		SP:Iteration 27Q (17633.980000 sec): 3 clusters
  Score: Raw -2875515.369429 + Penalty 3288.649475 = -2872226.719954
  nChanged 204
		SP:Iteration 28Q (17634.320000 sec): 3 clusters
  Score: Raw -2875554.437952 + Penalty 3288.649475 = -2872265.788477
  nChanged 207
		SP:Iteration 29Q (17634.660000 sec): 3 clusters
  Score: Raw -2875597.621536 + Penalty 3288.649475 = -2872308.972061
  nChanged 227
		SP:Iteration 30Q (17635.000000 sec): 3 clusters
  Score: Raw -2875647.301682 + Penalty 3288.649475 = -2872358.652208
  nChanged 225
		SP:Iteration 31Q (17635.300000 sec): 3 clusters
  Score: Raw -2875697.625279 + Penalty 3288.649475 = -2872408.975804
  nChanged 228
		SP:Iteration 32Q (17635.660000 sec): 3 clusters
  Score: Raw -2875750.142783 + Penalty 3288.649475 = -2872461.493308
  nChanged 226
		SP:Iteration 33Q (17635.990000 sec): 3 clusters
  Score: Raw -2875806.430922 + Penalty 3288.649475 = -2872517.781447
  nChanged 213
		SP:Iteration 34Q (17636.330000 sec): 3 clusters
  Score: Raw -2875860.957855 + Penalty 3288.649475 = -2872572.308380
  nChanged 213
		SP:Iteration 35Q (17636.660000 sec): 3 clusters
  Score: Raw -2875912.179950 + Penalty 3288.649475 = -2872623.530475
  nChanged 211
		SP:Iteration 36Q (17636.920000 sec): 3 clusters
  Score: Raw -2875965.003669 + Penalty 3288.649475 = -2872676.354195
  nChanged 218
		SP:Iteration 37Q (17637.220000 sec): 3 clusters
  Score: Raw -2876024.543513 + Penalty 3288.649475 = -2872735.894038
  nChanged 219
		SP:Iteration 38Q (17637.480000 sec): 3 clusters
  Score: Raw -2876091.977707 + Penalty 3288.649475 = -2872803.328232
  nChanged 233
		SP:Iteration 39Q (17637.760000 sec): 3 clusters
  Score: Raw -2876156.242042 + Penalty 3288.649475 = -2872867.592567
  nChanged 199
		SP:Iteration 40F (17638.000000 sec): 3 clusters
  Score: Raw -2876203.127693 + Penalty 3288.649475 = -2872914.478218
  nChanged 193
		SP:Iteration 41Q (17638.360000 sec): 3 clusters
  Score: Raw -2876249.602247 + Penalty 3288.649475 = -2872960.952772
  nChanged 199
		SP:Iteration 42Q (17638.640000 sec): 3 clusters
  Score: Raw -2876297.482573 + Penalty 3288.649475 = -2873008.833098
  nChanged 210
		SP:Iteration 43Q (17638.950000 sec): 3 clusters
  Score: Raw -2876353.355083 + Penalty 3288.649475 = -2873064.705608
  nChanged 211
		SP:Iteration 44Q (17639.260000 sec): 3 clusters
  Score: Raw -2876417.021824 + Penalty 3288.649475 = -2873128.372349
  nChanged 230
		SP:Iteration 45Q (17639.550000 sec): 3 clusters
  Score: Raw -2876495.870388 + Penalty 3288.649475 = -2873207.220913
  nChanged 268
		SP:Iteration 46Q (17639.880000 sec): 3 clusters
  Score: Raw -2876591.577074 + Penalty 3288.649475 = -2873302.927599
  nChanged 260
		SP:Iteration 47Q (17640.170000 sec): 3 clusters
  Score: Raw -2876684.034664 + Penalty 3288.649475 = -2873395.385189
  nChanged 237
		SP:Iteration 48Q (17640.560000 sec): 3 clusters
  Score: Raw -2876770.144527 + Penalty 3288.649475 = -2873481.495052
  nChanged 241
		SP:Iteration 49Q (17640.820000 sec): 3 clusters
  Score: Raw -2876864.530918 + Penalty 3288.649475 = -2873575.881443
  nChanged 223
		SP:Iteration 50Q (17641.160000 sec): 3 clusters
  Score: Raw -2876955.320476 + Penalty 3288.649475 = -2873666.671001
  nChanged 212
		SP:Iteration 51Q (17641.460000 sec): 3 clusters
  Score: Raw -2877044.599277 + Penalty 3288.649475 = -2873755.949802
  nChanged 190
		SP:Iteration 52Q (17641.760000 sec): 3 clusters
  Score: Raw -2877123.744563 + Penalty 3288.649475 = -2873835.095088
  nChanged 168
		SP:Iteration 53Q (17642.060000 sec): 3 clusters
  Score: Raw -2877197.111567 + Penalty 3288.649475 = -2873908.462092
  nChanged 151
		SP:Iteration 54Q (17642.380000 sec): 3 clusters
  Score: Raw -2877260.317297 + Penalty 3288.649475 = -2873971.667822
  nChanged 128
		SP:Iteration 55Q (17642.670000 sec): 3 clusters
  Score: Raw -2877312.729540 + Penalty 3288.649475 = -2874024.080065
  nChanged 123
		SP:Iteration 56Q (17643.000000 sec): 3 clusters
  Score: Raw -2877365.197995 + Penalty 3288.649475 = -2874076.548521
  nChanged 118
		SP:Iteration 57Q (17643.320000 sec): 3 clusters
  Score: Raw -2877417.105273 + Penalty 3288.649475 = -2874128.455798
  nChanged 103
		SP:Iteration 58Q (17643.630000 sec): 3 clusters
  Score: Raw -2877463.319351 + Penalty 3288.649475 = -2874174.669877
  nChanged 103
		SP:Iteration 59Q (17644.000000 sec): 3 clusters
  Score: Raw -2877510.478380 + Penalty 3288.649475 = -2874221.828905
  nChanged 89
		SP:Iteration 60F (17644.340000 sec): 3 clusters
  Score: Raw -2877548.481311 + Penalty 3288.649475 = -2874259.831836
  nChanged 82
		SP:Iteration 61Q (17644.670000 sec): 3 clusters
  Score: Raw -2877588.891467 + Penalty 3288.649475 = -2874300.241992
  nChanged 74
		SP:Iteration 62Q (17644.950000 sec): 3 clusters
  Score: Raw -2877621.149582 + Penalty 3288.649475 = -2874332.500107
  nChanged 62
		SP:Iteration 63Q (17645.270000 sec): 3 clusters
  Score: Raw -2877649.039828 + Penalty 3288.649475 = -2874360.390354
  nChanged 57
		SP:Iteration 64Q (17645.650000 sec): 3 clusters
  Score: Raw -2877673.430829 + Penalty 3288.649475 = -2874384.781354
  nChanged 47
		SP:Iteration 65Q (17645.910000 sec): 3 clusters
  Score: Raw -2877693.663661 + Penalty 3288.649475 = -2874405.014186
  nChanged 34
		SP:Iteration 66Q (17646.260000 sec): 3 clusters
  Score: Raw -2877707.582441 + Penalty 3288.649475 = -2874418.932966
  nChanged 34
		SP:Iteration 67Q (17646.580000 sec): 3 clusters
  Score: Raw -2877722.313409 + Penalty 3288.649475 = -2874433.663935
  nChanged 21
		SP:Iteration 68Q (17646.880000 sec): 3 clusters
  Score: Raw -2877729.684132 + Penalty 3288.649475 = -2874441.034657
  nChanged 21
		SP:Iteration 69Q (17647.180000 sec): 3 clusters
  Score: Raw -2877737.283051 + Penalty 3288.649475 = -2874448.633576
  nChanged 16
		SP:Iteration 70Q (17647.460000 sec): 3 clusters
  Score: Raw -2877743.361767 + Penalty 3288.649475 = -2874454.712292
  nChanged 18
		SP:Iteration 71Q (17647.720000 sec): 3 clusters
  Score: Raw -2877750.124637 + Penalty 3288.649475 = -2874461.475162
  nChanged 14
		SP:Iteration 72Q (17648.060000 sec): 3 clusters
  Score: Raw -2877756.883724 + Penalty 3288.649475 = -2874468.234250
  nChanged 20
		SP:Iteration 73Q (17648.290000 sec): 3 clusters
  Score: Raw -2877766.150458 + Penalty 3288.649475 = -2874477.500983
  nChanged 24
		SP:Iteration 74Q (17648.590000 sec): 3 clusters
  Score: Raw -2877774.683489 + Penalty 3288.649475 = -2874486.034015
  nChanged 15
		SP:Iteration 75Q (17648.900000 sec): 3 clusters
  Score: Raw -2877780.026526 + Penalty 3288.649475 = -2874491.377051
  nChanged 15
		SP:Iteration 76Q (17649.210000 sec): 3 clusters
  Score: Raw -2877784.747528 + Penalty 3288.649475 = -2874496.098053
  nChanged 12
		SP:Iteration 77Q (17649.470000 sec): 3 clusters
  Score: Raw -2877789.332150 + Penalty 3288.649475 = -2874500.682675
  nChanged 6
		SP:Iteration 78Q (17649.770000 sec): 3 clusters
  Score: Raw -2877791.521039 + Penalty 3288.649475 = -2874502.871565
  nChanged 3
		SP:Iteration 79Q (17650.070000 sec): 3 clusters
  Score: Raw -2877792.256859 + Penalty 3288.649475 = -2874503.607384
  nChanged 2
		SP:Iteration 80F (17650.390000 sec): 3 clusters
  Score: Raw -2877792.887405 + Penalty 3288.649475 = -2874504.237930
  nChanged 2
		SP:Iteration 81Q (17650.720000 sec): 3 clusters
  Score: Raw -2877793.513857 + Penalty 3288.649475 = -2874504.864383
  nChanged 1
		SP:Iteration 82Q (17651.060000 sec): 3 clusters
  Score: Raw -2877793.688827 + Penalty 3288.649475 = -2874505.039353
  nChanged 1
		SP:Iteration 83Q (17651.390000 sec): 3 clusters
  Score: Raw -2877793.815975 + Penalty 3288.649475 = -2874505.166500
  nChanged 3
		SP:Iteration 84Q (17651.700000 sec): 3 clusters
  Score: Raw -2877794.443421 + Penalty 3288.649475 = -2874505.793946
  nChanged 0
		SP:Iteration 85F (17652.060000 sec): 3 clusters
  Score: Raw -2877794.443421 + Penalty 3288.649475 = -2874505.793946
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 32 (2115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17652.190000 sec): 2 clusters
  Score: Raw -187462.233726 + Penalty 1244.231640 = -186218.002086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17652.380000 sec): 3 clusters
  Score: Raw -186592.395433 + Penalty 2488.463280 = -184103.932153
  nChanged 758
		SP:Iteration 1F (17652.610000 sec): 3 clusters
  Score: Raw -187207.624555 + Penalty 2488.463280 = -184719.161276
  nChanged 183
		SP:Iteration 2F (17652.820000 sec): 3 clusters
  Score: Raw -187382.989736 + Penalty 2488.463280 = -184894.526456
  nChanged 130
		SP:Iteration 3F (17653.000000 sec): 3 clusters
  Score: Raw -187499.200556 + Penalty 2488.463280 = -185010.737276
  nChanged 84
		SP:Iteration 4Q (17653.130000 sec): 3 clusters
  Score: Raw -187575.361705 + Penalty 2488.463280 = -185086.898425
  nChanged 77
		SP:Iteration 5Q (17653.330000 sec): 3 clusters
  Score: Raw -187630.657815 + Penalty 2488.463280 = -185142.194535
  nChanged 56
		SP:Iteration 6Q (17653.520000 sec): 3 clusters
  Score: Raw -187671.370486 + Penalty 2488.463280 = -185182.907206
  nChanged 45
		SP:Iteration 7Q (17653.680000 sec): 3 clusters
  Score: Raw -187711.129039 + Penalty 2488.463280 = -185222.665759
  nChanged 42
		SP:Iteration 8Q (17653.860000 sec): 3 clusters
  Score: Raw -187739.815015 + Penalty 2488.463280 = -185251.351735
  nChanged 33
		SP:Iteration 9Q (17654.020000 sec): 3 clusters
  Score: Raw -187759.431775 + Penalty 2488.463280 = -185270.968495
  nChanged 29
		SP:Iteration 10Q (17654.220000 sec): 3 clusters
  Score: Raw -187779.783591 + Penalty 2488.463280 = -185291.320311
  nChanged 32
		SP:Iteration 11Q (17654.340000 sec): 3 clusters
  Score: Raw -187802.947194 + Penalty 2488.463280 = -185314.483915
  nChanged 27
		SP:Iteration 12Q (17654.530000 sec): 3 clusters
  Score: Raw -187818.542018 + Penalty 2488.463280 = -185330.078739
  nChanged 16
		SP:Iteration 13Q (17654.700000 sec): 3 clusters
  Score: Raw -187829.723823 + Penalty 2488.463280 = -185341.260544
  nChanged 16
		SP:Iteration 14Q (17654.930000 sec): 3 clusters
  Score: Raw -187838.738968 + Penalty 2488.463280 = -185350.275688
  nChanged 13
		SP:Iteration 15Q (17655.140000 sec): 3 clusters
  Score: Raw -187847.041793 + Penalty 2488.463280 = -185358.578513
  nChanged 16
		SP:Iteration 16Q (17655.350000 sec): 3 clusters
  Score: Raw -187855.068345 + Penalty 2488.463280 = -185366.605065
  nChanged 10
		SP:Iteration 17Q (17655.540000 sec): 3 clusters
  Score: Raw -187864.869004 + Penalty 2488.463280 = -185376.405724
  nChanged 8
		SP:Iteration 18Q (17655.760000 sec): 3 clusters
  Score: Raw -187868.993535 + Penalty 2488.463280 = -185380.530255
  nChanged 7
		SP:Iteration 19Q (17655.950000 sec): 3 clusters
  Score: Raw -187875.954691 + Penalty 2488.463280 = -185387.491412
  nChanged 10
		SP:Iteration 20F (17656.130000 sec): 3 clusters
  Score: Raw -187880.565951 + Penalty 2488.463280 = -185392.102671
  nChanged 2
		SP:Iteration 21Q (17656.390000 sec): 3 clusters
  Score: Raw -187881.406244 + Penalty 2488.463280 = -185392.942964
  nChanged 1
		SP:Iteration 22Q (17656.580000 sec): 3 clusters
  Score: Raw -187882.150702 + Penalty 2488.463280 = -185393.687422
  nChanged 1
		SP:Iteration 23Q (17656.750000 sec): 3 clusters
  Score: Raw -187882.480826 + Penalty 2488.463280 = -185394.017546
  nChanged 0
		SP:Iteration 24F (17656.960000 sec): 3 clusters
  Score: Raw -187882.480826 + Penalty 2488.463280 = -185394.017546
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 33 (30689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17657.180000 sec): 2 clusters
  Score: Raw -3829987.666726 + Penalty 1678.894679 = -3828308.772047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17657.540000 sec): 3 clusters
  Score: Raw -3811033.310804 + Penalty 3357.789358 = -3807675.521446
  nChanged 14130
		SP:Iteration 1F (17657.890000 sec): 3 clusters
  Score: Raw -3818897.257034 + Penalty 3357.789358 = -3815539.467676
  nChanged 1495
		SP:Iteration 2Q (17658.240000 sec): 3 clusters
  Score: Raw -3819536.620477 + Penalty 3357.789358 = -3816178.831119
  nChanged 1585
		SP:Iteration 3F (17658.620000 sec): 3 clusters
  Score: Raw -3820291.688890 + Penalty 3357.789358 = -3816933.899532
  nChanged 1677
		SP:Iteration 4F (17658.950000 sec): 3 clusters
  Score: Raw -3821252.609452 + Penalty 3357.789358 = -3817894.820094
  nChanged 1829
		SP:Iteration 5F (17659.310000 sec): 3 clusters
  Score: Raw -3822452.329549 + Penalty 3357.789358 = -3819094.540191
  nChanged 1882
		SP:Iteration 6F (17659.700000 sec): 3 clusters
  Score: Raw -3823821.676325 + Penalty 3357.789358 = -3820463.886967
  nChanged 1807
		SP:Iteration 7F (17660.040000 sec): 3 clusters
  Score: Raw -3825144.237156 + Penalty 3357.789358 = -3821786.447798
  nChanged 1580
		SP:Iteration 8F (17660.420000 sec): 3 clusters
  Score: Raw -3826102.789727 + Penalty 3357.789358 = -3822745.000368
  nChanged 1123
		SP:Iteration 9Q (17660.730000 sec): 3 clusters
  Score: Raw -3826627.369836 + Penalty 3357.789358 = -3823269.580478
  nChanged 783
		SP:Iteration 10Q (17661.060000 sec): 3 clusters
  Score: Raw -3826906.664833 + Penalty 3357.789358 = -3823548.875475
  nChanged 587
		SP:Iteration 11Q (17661.440000 sec): 3 clusters
  Score: Raw -3827109.806787 + Penalty 3357.789358 = -3823752.017429
  nChanged 532
		SP:Iteration 12Q (17661.770000 sec): 3 clusters
  Score: Raw -3827295.595397 + Penalty 3357.789358 = -3823937.806039
  nChanged 485
		SP:Iteration 13Q (17662.120000 sec): 3 clusters
  Score: Raw -3827461.942148 + Penalty 3357.789358 = -3824104.152790
  nChanged 478
		SP:Iteration 14Q (17662.450000 sec): 3 clusters
  Score: Raw -3827636.231885 + Penalty 3357.789358 = -3824278.442527
  nChanged 501
		SP:Iteration 15Q (17662.790000 sec): 3 clusters
  Score: Raw -3827828.409691 + Penalty 3357.789358 = -3824470.620333
  nChanged 486
		SP:Iteration 16Q (17663.120000 sec): 3 clusters
  Score: Raw -3828010.714317 + Penalty 3357.789358 = -3824652.924959
  nChanged 476
		SP:Iteration 17Q (17663.450000 sec): 3 clusters
  Score: Raw -3828197.605493 + Penalty 3357.789358 = -3824839.816135
  nChanged 459
		SP:Iteration 18Q (17663.790000 sec): 3 clusters
  Score: Raw -3828394.855429 + Penalty 3357.789358 = -3825037.066071
  nChanged 463
		SP:Iteration 19Q (17664.070000 sec): 3 clusters
  Score: Raw -3828606.222363 + Penalty 3357.789358 = -3825248.433005
  nChanged 482
		SP:Iteration 20F (17664.450000 sec): 3 clusters
  Score: Raw -3828834.310787 + Penalty 3357.789358 = -3825476.521429
  nChanged 434
		SP:Iteration 21Q (17664.800000 sec): 3 clusters
  Score: Raw -3829036.952285 + Penalty 3357.789358 = -3825679.162927
  nChanged 425
		SP:Iteration 22Q (17665.110000 sec): 3 clusters
  Score: Raw -3829244.110566 + Penalty 3357.789358 = -3825886.321208
  nChanged 395
		SP:Iteration 23Q (17665.420000 sec): 3 clusters
  Score: Raw -3829459.140735 + Penalty 3357.789358 = -3826101.351377
  nChanged 360
		SP:Iteration 24Q (17665.710000 sec): 3 clusters
  Score: Raw -3829679.939232 + Penalty 3357.789358 = -3826322.149874
  nChanged 324
		SP:Iteration 25Q (17666.000000 sec): 3 clusters
  Score: Raw -3829880.423330 + Penalty 3357.789358 = -3826522.633972
  nChanged 278
		SP:Iteration 26Q (17666.320000 sec): 3 clusters
  Score: Raw -3830034.007035 + Penalty 3357.789358 = -3826676.217677
  nChanged 241
		SP:Iteration 27Q (17666.570000 sec): 3 clusters
  Score: Raw -3830167.194540 + Penalty 3357.789358 = -3826809.405182
  nChanged 196
		SP:Iteration 28Q (17666.910000 sec): 3 clusters
  Score: Raw -3830268.185902 + Penalty 3357.789358 = -3826910.396544
  nChanged 170
		SP:Iteration 29Q (17667.260000 sec): 3 clusters
  Score: Raw -3830341.063782 + Penalty 3357.789358 = -3826983.274424
  nChanged 136
		SP:Iteration 30Q (17667.610000 sec): 3 clusters
  Score: Raw -3830392.603589 + Penalty 3357.789358 = -3827034.814231
  nChanged 121
		SP:Iteration 31Q (17667.890000 sec): 3 clusters
  Score: Raw -3830438.638006 + Penalty 3357.789358 = -3827080.848648
  nChanged 110
		SP:Iteration 32Q (17668.220000 sec): 3 clusters
  Score: Raw -3830476.870485 + Penalty 3357.789358 = -3827119.081127
  nChanged 78
		SP:Iteration 33Q (17668.560000 sec): 3 clusters
  Score: Raw -3830507.344203 + Penalty 3357.789358 = -3827149.554845
  nChanged 71
		SP:Iteration 34Q (17668.970000 sec): 3 clusters
  Score: Raw -3830532.914156 + Penalty 3357.789358 = -3827175.124798
  nChanged 64
		SP:Iteration 35Q (17669.290000 sec): 3 clusters
  Score: Raw -3830553.824589 + Penalty 3357.789358 = -3827196.035231
  nChanged 63
		SP:Iteration 36Q (17669.700000 sec): 3 clusters
  Score: Raw -3830576.502374 + Penalty 3357.789358 = -3827218.713016
  nChanged 69
		SP:Iteration 37Q (17670.040000 sec): 3 clusters
  Score: Raw -3830603.023730 + Penalty 3357.789358 = -3827245.234372
  nChanged 53
		SP:Iteration 38Q (17670.420000 sec): 3 clusters
  Score: Raw -3830620.980844 + Penalty 3357.789358 = -3827263.191486
  nChanged 49
		SP:Iteration 39Q (17670.780000 sec): 3 clusters
  Score: Raw -3830637.452045 + Penalty 3357.789358 = -3827279.662687
  nChanged 37
		SP:Iteration 40F (17671.140000 sec): 3 clusters
  Score: Raw -3830649.825218 + Penalty 3357.789358 = -3827292.035860
  nChanged 28
		SP:Iteration 41Q (17671.440000 sec): 3 clusters
  Score: Raw -3830658.364889 + Penalty 3357.789358 = -3827300.575531
  nChanged 26
		SP:Iteration 42Q (17671.820000 sec): 3 clusters
  Score: Raw -3830666.161262 + Penalty 3357.789358 = -3827308.371904
  nChanged 22
		SP:Iteration 43Q (17672.170000 sec): 3 clusters
  Score: Raw -3830672.183462 + Penalty 3357.789358 = -3827314.394104
  nChanged 21
		SP:Iteration 44Q (17672.520000 sec): 3 clusters
  Score: Raw -3830676.924865 + Penalty 3357.789358 = -3827319.135507
  nChanged 15
		SP:Iteration 45Q (17672.890000 sec): 3 clusters
  Score: Raw -3830679.790780 + Penalty 3357.789358 = -3827322.001422
  nChanged 11
		SP:Iteration 46Q (17673.260000 sec): 3 clusters
  Score: Raw -3830682.259019 + Penalty 3357.789358 = -3827324.469661
  nChanged 10
		SP:Iteration 47Q (17673.600000 sec): 3 clusters
  Score: Raw -3830684.293850 + Penalty 3357.789358 = -3827326.504492
  nChanged 7
		SP:Iteration 48Q (17673.960000 sec): 3 clusters
  Score: Raw -3830685.722595 + Penalty 3357.789358 = -3827327.933237
  nChanged 8
		SP:Iteration 49Q (17674.320000 sec): 3 clusters
  Score: Raw -3830687.255030 + Penalty 3357.789358 = -3827329.465672
  nChanged 6
		SP:Iteration 50Q (17674.700000 sec): 3 clusters
  Score: Raw -3830688.628620 + Penalty 3357.789358 = -3827330.839262
  nChanged 4
		SP:Iteration 51Q (17674.990000 sec): 3 clusters
  Score: Raw -3830689.502430 + Penalty 3357.789358 = -3827331.713072
  nChanged 5
		SP:Iteration 52Q (17675.270000 sec): 3 clusters
  Score: Raw -3830690.634820 + Penalty 3357.789358 = -3827332.845461
  nChanged 9
		SP:Iteration 53Q (17675.600000 sec): 3 clusters
  Score: Raw -3830692.587536 + Penalty 3357.789358 = -3827334.798178
  nChanged 6
		SP:Iteration 54Q (17675.910000 sec): 3 clusters
  Score: Raw -3830693.988673 + Penalty 3357.789358 = -3827336.199315
  nChanged 5
		SP:Iteration 55Q (17676.230000 sec): 3 clusters
  Score: Raw -3830695.062722 + Penalty 3357.789358 = -3827337.273364
  nChanged 5
		SP:Iteration 56Q (17676.580000 sec): 3 clusters
  Score: Raw -3830696.054282 + Penalty 3357.789358 = -3827338.264924
  nChanged 2
		SP:Iteration 57Q (17676.960000 sec): 3 clusters
  Score: Raw -3830696.375777 + Penalty 3357.789358 = -3827338.586419
  nChanged 2
		SP:Iteration 58Q (17677.300000 sec): 3 clusters
  Score: Raw -3830696.607643 + Penalty 3357.789358 = -3827338.818285
  nChanged 1
		SP:Iteration 59Q (17677.640000 sec): 3 clusters
  Score: Raw -3830696.878744 + Penalty 3357.789358 = -3827339.089386
  nChanged 0
		SP:Iteration 60F (17678.010000 sec): 3 clusters
  Score: Raw -3830696.878744 + Penalty 3357.789358 = -3827339.089386
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 34 (62718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17678.390000 sec): 2 clusters
  Score: Raw -7003986.719276 + Penalty 1795.040612 = -7002191.678664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17678.950000 sec): 3 clusters
  Score: Raw -6963969.441542 + Penalty 3590.081224 = -6960379.360317
  nChanged 29589
		SP:Iteration 1F (17679.490000 sec): 3 clusters
  Score: Raw -6981643.276861 + Penalty 3590.081224 = -6978053.195637
  nChanged 3188
		SP:Iteration 2F (17680.050000 sec): 3 clusters
  Score: Raw -6983113.994429 + Penalty 3590.081224 = -6979523.913205
  nChanged 3502
		SP:Iteration 3F (17680.530000 sec): 3 clusters
  Score: Raw -6985022.617005 + Penalty 3590.081224 = -6981432.535781
  nChanged 3737
		SP:Iteration 4F (17681.050000 sec): 3 clusters
  Score: Raw -6987277.587594 + Penalty 3590.081224 = -6983687.506370
  nChanged 3809
		SP:Iteration 5F (17681.590000 sec): 3 clusters
  Score: Raw -6989788.557526 + Penalty 3590.081224 = -6986198.476302
  nChanged 3739
		SP:Iteration 6F (17682.080000 sec): 3 clusters
  Score: Raw -6992328.728690 + Penalty 3590.081224 = -6988738.647466
  nChanged 3307
		SP:Iteration 7F (17682.570000 sec): 3 clusters
  Score: Raw -6994629.721582 + Penalty 3590.081224 = -6991039.640358
  nChanged 2870
		SP:Iteration 8Q (17683.120000 sec): 3 clusters
  Score: Raw -6996540.709313 + Penalty 3590.081224 = -6992950.628088
  nChanged 2251
		SP:Iteration 9Q (17683.620000 sec): 3 clusters
  Score: Raw -6997864.296511 + Penalty 3590.081224 = -6994274.215286
  nChanged 1664
		SP:Iteration 10Q (17684.150000 sec): 3 clusters
  Score: Raw -6998752.300371 + Penalty 3590.081224 = -6995162.219146
  nChanged 1451
		SP:Iteration 11Q (17684.690000 sec): 3 clusters
  Score: Raw -6999481.521832 + Penalty 3590.081224 = -6995891.440607
  nChanged 1316
		SP:Iteration 12Q (17685.140000 sec): 3 clusters
  Score: Raw -7000137.437378 + Penalty 3590.081224 = -6996547.356154
  nChanged 1194
		SP:Iteration 13Q (17685.700000 sec): 3 clusters
  Score: Raw -7000720.997557 + Penalty 3590.081224 = -6997130.916332
  nChanged 1152
		SP:Iteration 14Q (17686.180000 sec): 3 clusters
  Score: Raw -7001310.536137 + Penalty 3590.081224 = -6997720.454913
  nChanged 1056
		SP:Iteration 15Q (17686.700000 sec): 3 clusters
  Score: Raw -7001861.794172 + Penalty 3590.081224 = -6998271.712948
  nChanged 982
		SP:Iteration 16Q (17687.200000 sec): 3 clusters
  Score: Raw -7002393.922921 + Penalty 3590.081224 = -6998803.841696
  nChanged 851
		SP:Iteration 17Q (17687.780000 sec): 3 clusters
  Score: Raw -7002886.942885 + Penalty 3590.081224 = -6999296.861661
  nChanged 728
		SP:Iteration 18Q (17688.290000 sec): 3 clusters
  Score: Raw -7003316.122601 + Penalty 3590.081224 = -6999726.041377
  nChanged 551
		SP:Iteration 19Q (17688.820000 sec): 3 clusters
  Score: Raw -7003640.463715 + Penalty 3590.081224 = -7000050.382491
  nChanged 408
		SP:Iteration 20F (17689.360000 sec): 3 clusters
  Score: Raw -7003868.649253 + Penalty 3590.081224 = -7000278.568029
  nChanged 277
		SP:Iteration 21Q (17689.780000 sec): 3 clusters
  Score: Raw -7004006.590357 + Penalty 3590.081224 = -7000416.509132
  nChanged 199
		SP:Iteration 22Q (17690.290000 sec): 3 clusters
  Score: Raw -7004103.156134 + Penalty 3590.081224 = -7000513.074910
  nChanged 164
		SP:Iteration 23Q (17690.720000 sec): 3 clusters
  Score: Raw -7004183.854313 + Penalty 3590.081224 = -7000593.773089
  nChanged 112
		SP:Iteration 24Q (17691.200000 sec): 3 clusters
  Score: Raw -7004241.218711 + Penalty 3590.081224 = -7000651.137487
  nChanged 91
		SP:Iteration 25Q (17691.630000 sec): 3 clusters
  Score: Raw -7004281.976598 + Penalty 3590.081224 = -7000691.895374
  nChanged 81
		SP:Iteration 26Q (17692.110000 sec): 3 clusters
  Score: Raw -7004321.983682 + Penalty 3590.081224 = -7000731.902458
  nChanged 59
		SP:Iteration 27Q (17692.560000 sec): 3 clusters
  Score: Raw -7004350.742708 + Penalty 3590.081224 = -7000760.661484
  nChanged 47
		SP:Iteration 28Q (17693.020000 sec): 3 clusters
  Score: Raw -7004370.985241 + Penalty 3590.081224 = -7000780.904017
  nChanged 31
		SP:Iteration 29Q (17693.510000 sec): 3 clusters
  Score: Raw -7004385.050754 + Penalty 3590.081224 = -7000794.969529
  nChanged 29
		SP:Iteration 30Q (17694.020000 sec): 3 clusters
  Score: Raw -7004398.537317 + Penalty 3590.081224 = -7000808.456092
  nChanged 24
		SP:Iteration 31Q (17694.520000 sec): 3 clusters
  Score: Raw -7004410.768141 + Penalty 3590.081224 = -7000820.686917
  nChanged 22
		SP:Iteration 32Q (17695.060000 sec): 3 clusters
  Score: Raw -7004420.497677 + Penalty 3590.081224 = -7000830.416453
  nChanged 17
		SP:Iteration 33Q (17695.570000 sec): 3 clusters
  Score: Raw -7004429.433169 + Penalty 3590.081224 = -7000839.351945
  nChanged 18
		SP:Iteration 34Q (17696.090000 sec): 3 clusters
  Score: Raw -7004435.058188 + Penalty 3590.081224 = -7000844.976964
  nChanged 5
		SP:Iteration 35Q (17696.650000 sec): 3 clusters
  Score: Raw -7004436.937247 + Penalty 3590.081224 = -7000846.856023
  nChanged 8
		SP:Iteration 36Q (17697.130000 sec): 3 clusters
  Score: Raw -7004440.599631 + Penalty 3590.081224 = -7000850.518406
  nChanged 11
		SP:Iteration 37Q (17697.590000 sec): 3 clusters
  Score: Raw -7004446.128613 + Penalty 3590.081224 = -7000856.047389
  nChanged 12
		SP:Iteration 38Q (17698.080000 sec): 3 clusters
  Score: Raw -7004450.908861 + Penalty 3590.081224 = -7000860.827637
  nChanged 10
		SP:Iteration 39Q (17698.600000 sec): 3 clusters
  Score: Raw -7004455.889177 + Penalty 3590.081224 = -7000865.807952
  nChanged 13
		SP:Iteration 40F (17699.140000 sec): 3 clusters
  Score: Raw -7004462.053046 + Penalty 3590.081224 = -7000871.971822
  nChanged 13
		SP:Iteration 41Q (17699.600000 sec): 3 clusters
  Score: Raw -7004467.240937 + Penalty 3590.081224 = -7000877.159713
  nChanged 7
		SP:Iteration 42Q (17700.070000 sec): 3 clusters
  Score: Raw -7004470.135594 + Penalty 3590.081224 = -7000880.054370
  nChanged 11
		SP:Iteration 43Q (17700.570000 sec): 3 clusters
  Score: Raw -7004474.347987 + Penalty 3590.081224 = -7000884.266763
  nChanged 5
		SP:Iteration 44Q (17701.050000 sec): 3 clusters
  Score: Raw -7004476.090147 + Penalty 3590.081224 = -7000886.008922
  nChanged 7
		SP:Iteration 45Q (17701.560000 sec): 3 clusters
  Score: Raw -7004478.385592 + Penalty 3590.081224 = -7000888.304368
  nChanged 6
		SP:Iteration 46Q (17702.060000 sec): 3 clusters
  Score: Raw -7004481.137392 + Penalty 3590.081224 = -7000891.056168
  nChanged 6
		SP:Iteration 47Q (17702.560000 sec): 3 clusters
  Score: Raw -7004484.269270 + Penalty 3590.081224 = -7000894.188046
  nChanged 7
		SP:Iteration 48Q (17703.060000 sec): 3 clusters
  Score: Raw -7004487.170792 + Penalty 3590.081224 = -7000897.089568
  nChanged 3
		SP:Iteration 49Q (17703.600000 sec): 3 clusters
  Score: Raw -7004488.386434 + Penalty 3590.081224 = -7000898.305210
  nChanged 2
		SP:Iteration 50Q (17704.140000 sec): 3 clusters
  Score: Raw -7004490.230651 + Penalty 3590.081224 = -7000900.149426
  nChanged 5
		SP:Iteration 51Q (17704.580000 sec): 3 clusters
  Score: Raw -7004492.727364 + Penalty 3590.081224 = -7000902.646140
  nChanged 5
		SP:Iteration 52Q (17705.080000 sec): 3 clusters
  Score: Raw -7004494.555057 + Penalty 3590.081224 = -7000904.473833
  nChanged 3
		SP:Iteration 53Q (17705.520000 sec): 3 clusters
  Score: Raw -7004495.736677 + Penalty 3590.081224 = -7000905.655453
  nChanged 1
		SP:Iteration 54Q (17706.040000 sec): 3 clusters
  Score: Raw -7004495.942312 + Penalty 3590.081224 = -7000905.861087
  nChanged 0
		SP:Iteration 55F (17706.650000 sec): 3 clusters
  Score: Raw -7004495.942312 + Penalty 3590.081224 = -7000905.861087
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 35 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17706.800000 sec): 2 clusters
  Score: Raw -59574.730770 + Penalty 1055.725936 = -58519.004834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17706.950000 sec): 3 clusters
  Score: Raw -59507.405722 + Penalty 2111.451872 = -57395.953850
  nChanged 168
		SP:Iteration 1F (17707.120000 sec): 3 clusters
  Score: Raw -59795.351591 + Penalty 2111.451872 = -57683.899719
  nChanged 65
		SP:Iteration 2F (17707.300000 sec): 3 clusters
  Score: Raw -59933.367726 + Penalty 2111.451872 = -57821.915854
  nChanged 46
		SP:Iteration 3F (17707.550000 sec): 3 clusters
  Score: Raw -60068.479168 + Penalty 2111.451872 = -57957.027296
  nChanged 39
		SP:Iteration 4F (17707.800000 sec): 3 clusters
  Score: Raw -60196.327999 + Penalty 2111.451872 = -58084.876128
  nChanged 30
		SP:Iteration 5Q (17708.000000 sec): 3 clusters
  Score: Raw -60279.899626 + Penalty 2111.451872 = -58168.447754
  nChanged 29
		SP:Iteration 6Q (17708.200000 sec): 3 clusters
  Score: Raw -60387.843468 + Penalty 2111.451872 = -58276.391596
  nChanged 30
		SP:Iteration 7Q (17708.330000 sec): 3 clusters
  Score: Raw -60459.735067 + Penalty 2111.451872 = -58348.283195
  nChanged 16
		SP:Iteration 8Q (17708.560000 sec): 3 clusters
  Score: Raw -60498.522383 + Penalty 2111.451872 = -58387.070511
  nChanged 7
		SP:Iteration 9Q (17708.800000 sec): 3 clusters
  Score: Raw -60507.281075 + Penalty 2111.451872 = -58395.829203
  nChanged 4
		SP:Iteration 10Q (17709.050000 sec): 3 clusters
  Score: Raw -60510.713761 + Penalty 2111.451872 = -58399.261889
  nChanged 5
		SP:Iteration 11Q (17709.260000 sec): 3 clusters
  Score: Raw -60520.394251 + Penalty 2111.451872 = -58408.942379
  nChanged 4
		SP:Iteration 12Q (17709.490000 sec): 3 clusters
  Score: Raw -60522.915046 + Penalty 2111.451872 = -58411.463174
  nChanged 2
		SP:Iteration 13Q (17709.720000 sec): 3 clusters
  Score: Raw -60524.444791 + Penalty 2111.451872 = -58412.992919
  nChanged 0
		SP:Iteration 14F (17710.000000 sec): 3 clusters
  Score: Raw -60530.203114 + Penalty 2111.451872 = -58418.751242
  nChanged 3
		SP:Iteration 15Q (17710.240000 sec): 3 clusters
  Score: Raw -60544.143716 + Penalty 2111.451872 = -58432.691844
  nChanged 6
		SP:Iteration 16Q (17710.490000 sec): 3 clusters
  Score: Raw -60555.695747 + Penalty 2111.451872 = -58444.243875
  nChanged 1
		SP:Iteration 17Q (17710.700000 sec): 3 clusters
  Score: Raw -60557.521222 + Penalty 2111.451872 = -58446.069350
  nChanged 0
		SP:Iteration 18F (17710.930000 sec): 3 clusters
  Score: Raw -60557.521222 + Penalty 2111.451872 = -58446.069350
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 36 (715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17711.010000 sec): 2 clusters
  Score: Raw -81232.462166 + Penalty 1067.995913 = -80164.466252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17711.150000 sec): 3 clusters
  Score: Raw -81083.358301 + Penalty 2135.991826 = -78947.366474
  nChanged 201
		SP:Iteration 1F (17711.320000 sec): 3 clusters
  Score: Raw -81315.423435 + Penalty 2135.991826 = -79179.431608
  nChanged 56
		SP:Iteration 2F (17711.450000 sec): 3 clusters
  Score: Raw -81412.002429 + Penalty 2135.991826 = -79276.010603
  nChanged 25
		SP:Iteration 3Q (17711.570000 sec): 3 clusters
  Score: Raw -81468.048257 + Penalty 2135.991826 = -79332.056431
  nChanged 22
		SP:Iteration 4Q (17711.690000 sec): 3 clusters
  Score: Raw -81500.785423 + Penalty 2135.991826 = -79364.793597
  nChanged 10
		SP:Iteration 5Q (17711.860000 sec): 3 clusters
  Score: Raw -81521.932727 + Penalty 2135.991826 = -79385.940900
  nChanged 17
		SP:Iteration 6Q (17712.020000 sec): 3 clusters
  Score: Raw -81543.133952 + Penalty 2135.991826 = -79407.142125
  nChanged 13
		SP:Iteration 7Q (17712.170000 sec): 3 clusters
  Score: Raw -81562.692767 + Penalty 2135.991826 = -79426.700940
  nChanged 11
		SP:Iteration 8Q (17712.330000 sec): 3 clusters
  Score: Raw -81577.905110 + Penalty 2135.991826 = -79441.913284
  nChanged 9
		SP:Iteration 9Q (17712.510000 sec): 3 clusters
  Score: Raw -81587.925024 + Penalty 2135.991826 = -79451.933198
  nChanged 4
		SP:Iteration 10Q (17712.680000 sec): 3 clusters
  Score: Raw -81590.853852 + Penalty 2135.991826 = -79454.862026
  nChanged 6
		SP:Iteration 11Q (17712.830000 sec): 3 clusters
  Score: Raw -81597.449567 + Penalty 2135.991826 = -79461.457741
  nChanged 7
		SP:Iteration 12Q (17712.960000 sec): 3 clusters
  Score: Raw -81606.664199 + Penalty 2135.991826 = -79470.672373
  nChanged 9
		SP:Iteration 13Q (17713.120000 sec): 3 clusters
  Score: Raw -81616.443345 + Penalty 2135.991826 = -79480.451519
  nChanged 3
		SP:Iteration 14Q (17713.260000 sec): 3 clusters
  Score: Raw -81621.451952 + Penalty 2135.991826 = -79485.460125
  nChanged 2
		SP:Iteration 15Q (17713.440000 sec): 3 clusters
  Score: Raw -81625.438159 + Penalty 2135.991826 = -79489.446333
  nChanged 2
		SP:Iteration 16Q (17713.610000 sec): 3 clusters
  Score: Raw -81628.236724 + Penalty 2135.991826 = -79492.244898
  nChanged 4
		SP:Iteration 17Q (17713.770000 sec): 3 clusters
  Score: Raw -81634.835198 + Penalty 2135.991826 = -79498.843371
  nChanged 1
		SP:Iteration 18Q (17713.940000 sec): 3 clusters
  Score: Raw -81635.162063 + Penalty 2135.991826 = -79499.170236
  nChanged 1
		SP:Iteration 19Q (17714.110000 sec): 3 clusters
  Score: Raw -81637.096800 + Penalty 2135.991826 = -79501.104974
  nChanged 1
		SP:Iteration 20F (17714.220000 sec): 3 clusters
  Score: Raw -81637.661835 + Penalty 2135.991826 = -79501.670009
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 37 (38525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17714.510000 sec): 2 clusters
  Score: Raw -4455547.699801 + Penalty 1715.847682 = -4453831.852118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17714.940000 sec): 3 clusters
  Score: Raw -4431388.465589 + Penalty 3431.695365 = -4427956.770225
  nChanged 18053
		SP:Iteration 1F (17715.320000 sec): 3 clusters
  Score: Raw -4441956.791770 + Penalty 3431.695365 = -4438525.096405
  nChanged 2451
		SP:Iteration 2F (17715.680000 sec): 3 clusters
  Score: Raw -4443394.813659 + Penalty 3431.695365 = -4439963.118294
  nChanged 2919
		SP:Iteration 3F (17716.100000 sec): 3 clusters
  Score: Raw -4445352.775386 + Penalty 3431.695365 = -4441921.080022
  nChanged 2952
		SP:Iteration 4F (17716.480000 sec): 3 clusters
  Score: Raw -4447243.091828 + Penalty 3431.695365 = -4443811.396463
  nChanged 2563
		SP:Iteration 5F (17716.840000 sec): 3 clusters
  Score: Raw -4448684.600626 + Penalty 3431.695365 = -4445252.905262
  nChanged 2057
		SP:Iteration 6F (17717.180000 sec): 3 clusters
  Score: Raw -4449728.940249 + Penalty 3431.695365 = -4446297.244884
  nChanged 1695
		SP:Iteration 7Q (17717.620000 sec): 3 clusters
  Score: Raw -4450541.157718 + Penalty 3431.695365 = -4447109.462353
  nChanged 1408
		SP:Iteration 8Q (17718.020000 sec): 3 clusters
  Score: Raw -4451198.521631 + Penalty 3431.695365 = -4447766.826267
  nChanged 1290
		SP:Iteration 9Q (17718.370000 sec): 3 clusters
  Score: Raw -4451830.086866 + Penalty 3431.695365 = -4448398.391501
  nChanged 1420
		SP:Iteration 10Q (17718.710000 sec): 3 clusters
  Score: Raw -4452639.743544 + Penalty 3431.695365 = -4449208.048179
  nChanged 1599
		SP:Iteration 11Q (17719.120000 sec): 3 clusters
  Score: Raw -4453684.355272 + Penalty 3431.695365 = -4450252.659907
  nChanged 1747
		SP:Iteration 12Q (17719.470000 sec): 3 clusters
  Score: Raw -4454916.272696 + Penalty 3431.695365 = -4451484.577331
  nChanged 1812
		SP:Iteration 13Q (17719.830000 sec): 3 clusters
  Score: Raw -4456297.824385 + Penalty 3431.695365 = -4452866.129021
  nChanged 1798
		SP:Iteration 14Q (17720.220000 sec): 3 clusters
  Score: Raw -4457714.085835 + Penalty 3431.695365 = -4454282.390471
  nChanged 1642
		SP:Iteration 15Q (17720.590000 sec): 3 clusters
  Score: Raw -4458958.325399 + Penalty 3431.695365 = -4455526.630035
  nChanged 1304
		SP:Iteration 16Q (17720.940000 sec): 3 clusters
  Score: Raw -4459856.911540 + Penalty 3431.695365 = -4456425.216175
  nChanged 992
		SP:Iteration 17Q (17721.370000 sec): 3 clusters
  Score: Raw -4460433.669758 + Penalty 3431.695365 = -4457001.974394
  nChanged 736
		SP:Iteration 18Q (17721.740000 sec): 3 clusters
  Score: Raw -4460764.599657 + Penalty 3431.695365 = -4457332.904292
  nChanged 535
		SP:Iteration 19Q (17722.170000 sec): 3 clusters
  Score: Raw -4460962.257678 + Penalty 3431.695365 = -4457530.562314
  nChanged 373
		SP:Iteration 20F (17722.570000 sec): 3 clusters
  Score: Raw -4461079.886926 + Penalty 3431.695365 = -4457648.191562
  nChanged 283
		SP:Iteration 21Q (17722.950000 sec): 3 clusters
  Score: Raw -4461165.086066 + Penalty 3431.695365 = -4457733.390701
  nChanged 227
		SP:Iteration 22Q (17723.290000 sec): 3 clusters
  Score: Raw -4461228.866961 + Penalty 3431.695365 = -4457797.171597
  nChanged 177
		SP:Iteration 23Q (17723.620000 sec): 3 clusters
  Score: Raw -4461272.524929 + Penalty 3431.695365 = -4457840.829565
  nChanged 152
		SP:Iteration 24Q (17723.890000 sec): 3 clusters
  Score: Raw -4461306.805880 + Penalty 3431.695365 = -4457875.110515
  nChanged 110
		SP:Iteration 25Q (17724.200000 sec): 3 clusters
  Score: Raw -4461331.093799 + Penalty 3431.695365 = -4457899.398435
  nChanged 106
		SP:Iteration 26Q (17724.520000 sec): 3 clusters
  Score: Raw -4461352.725286 + Penalty 3431.695365 = -4457921.029921
  nChanged 83
		SP:Iteration 27Q (17724.880000 sec): 3 clusters
  Score: Raw -4461365.542671 + Penalty 3431.695365 = -4457933.847306
  nChanged 52
		SP:Iteration 28Q (17725.250000 sec): 3 clusters
  Score: Raw -4461373.382353 + Penalty 3431.695365 = -4457941.686988
  nChanged 48
		SP:Iteration 29Q (17725.640000 sec): 3 clusters
  Score: Raw -4461381.292341 + Penalty 3431.695365 = -4457949.596976
  nChanged 41
		SP:Iteration 30Q (17725.970000 sec): 3 clusters
  Score: Raw -4461387.111185 + Penalty 3431.695365 = -4457955.415821
  nChanged 30
		SP:Iteration 31Q (17726.290000 sec): 3 clusters
  Score: Raw -4461391.629839 + Penalty 3431.695365 = -4457959.934474
  nChanged 24
		SP:Iteration 32Q (17726.660000 sec): 3 clusters
  Score: Raw -4461395.539949 + Penalty 3431.695365 = -4457963.844584
  nChanged 23
		SP:Iteration 33Q (17726.970000 sec): 3 clusters
  Score: Raw -4461398.419078 + Penalty 3431.695365 = -4457966.723714
  nChanged 15
		SP:Iteration 34Q (17727.390000 sec): 3 clusters
  Score: Raw -4461399.703628 + Penalty 3431.695365 = -4457968.008263
  nChanged 10
		SP:Iteration 35Q (17727.750000 sec): 3 clusters
  Score: Raw -4461400.953391 + Penalty 3431.695365 = -4457969.258027
  nChanged 8
		SP:Iteration 36Q (17728.110000 sec): 3 clusters
  Score: Raw -4461401.630677 + Penalty 3431.695365 = -4457969.935313
  nChanged 4
		SP:Iteration 37Q (17728.450000 sec): 3 clusters
  Score: Raw -4461401.852103 + Penalty 3431.695365 = -4457970.156739
  nChanged 2
		SP:Iteration 38Q (17728.830000 sec): 3 clusters
  Score: Raw -4461402.055891 + Penalty 3431.695365 = -4457970.360526
  nChanged 4
		SP:Iteration 39Q (17729.200000 sec): 3 clusters
  Score: Raw -4461402.337513 + Penalty 3431.695365 = -4457970.642149
  nChanged 0
		SP:Iteration 40F (17729.570000 sec): 3 clusters
  Score: Raw -4461402.337513 + Penalty 3431.695365 = -4457970.642149
  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 11.19 GB.

 Trying to split cluster 38 (7565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17729.780000 sec): 2 clusters
  Score: Raw -926829.156973 + Penalty 1451.334239 = -925377.822734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17730.010000 sec): 3 clusters
  Score: Raw -922683.195751 + Penalty 2902.668479 = -919780.527272
  nChanged 3170
		SP:Iteration 1F (17730.300000 sec): 3 clusters
  Score: Raw -924372.851552 + Penalty 2902.668479 = -921470.183073
  nChanged 483
		SP:Iteration 2F (17730.520000 sec): 3 clusters
  Score: Raw -924581.611965 + Penalty 2902.668479 = -921678.943486
  nChanged 366
		SP:Iteration 3Q (17730.810000 sec): 3 clusters
  Score: Raw -924718.771071 + Penalty 2902.668479 = -921816.102592
  nChanged 306
		SP:Iteration 4Q (17731.060000 sec): 3 clusters
  Score: Raw -924846.299370 + Penalty 2902.668479 = -921943.630892
  nChanged 288
		SP:Iteration 5Q (17731.270000 sec): 3 clusters
  Score: Raw -924961.636716 + Penalty 2902.668479 = -922058.968237
  nChanged 248
		SP:Iteration 6Q (17731.570000 sec): 3 clusters
  Score: Raw -925055.729559 + Penalty 2902.668479 = -922153.061080
  nChanged 225
		SP:Iteration 7Q (17731.760000 sec): 3 clusters
  Score: Raw -925151.696179 + Penalty 2902.668479 = -922249.027701
  nChanged 221
		SP:Iteration 8Q (17731.950000 sec): 3 clusters
  Score: Raw -925259.169164 + Penalty 2902.668479 = -922356.500685
  nChanged 251
		SP:Iteration 9Q (17732.160000 sec): 3 clusters
  Score: Raw -925393.178894 + Penalty 2902.668479 = -922490.510415
  nChanged 261
		SP:Iteration 10Q (17732.380000 sec): 3 clusters
  Score: Raw -925540.493216 + Penalty 2902.668479 = -922637.824737
  nChanged 235
		SP:Iteration 11Q (17732.600000 sec): 3 clusters
  Score: Raw -925680.159864 + Penalty 2902.668479 = -922777.491385
  nChanged 234
		SP:Iteration 12Q (17732.810000 sec): 3 clusters
  Score: Raw -925822.345492 + Penalty 2902.668479 = -922919.677013
  nChanged 229
		SP:Iteration 13Q (17733.000000 sec): 3 clusters
  Score: Raw -925967.947749 + Penalty 2902.668479 = -923065.279270
  nChanged 236
		SP:Iteration 14Q (17733.210000 sec): 3 clusters
  Score: Raw -926116.801926 + Penalty 2902.668479 = -923214.133448
  nChanged 223
		SP:Iteration 15Q (17733.480000 sec): 3 clusters
  Score: Raw -926258.125692 + Penalty 2902.668479 = -923355.457213
  nChanged 193
		SP:Iteration 16Q (17733.680000 sec): 3 clusters
  Score: Raw -926390.335633 + Penalty 2902.668479 = -923487.667154
  nChanged 185
		SP:Iteration 17Q (17733.880000 sec): 3 clusters
  Score: Raw -926495.722664 + Penalty 2902.668479 = -923593.054186
  nChanged 139
		SP:Iteration 18Q (17734.120000 sec): 3 clusters
  Score: Raw -926568.503800 + Penalty 2902.668479 = -923665.835321
  nChanged 112
		SP:Iteration 19Q (17734.340000 sec): 3 clusters
  Score: Raw -926618.077778 + Penalty 2902.668479 = -923715.409300
  nChanged 91
		SP:Iteration 20F (17734.500000 sec): 3 clusters
  Score: Raw -926653.502058 + Penalty 2902.668479 = -923750.833580
  nChanged 66
		SP:Iteration 21Q (17734.740000 sec): 3 clusters
  Score: Raw -926681.118667 + Penalty 2902.668479 = -923778.450189
  nChanged 56
		SP:Iteration 22Q (17734.900000 sec): 3 clusters
  Score: Raw -926702.940413 + Penalty 2902.668479 = -923800.271935
  nChanged 40
		SP:Iteration 23Q (17735.120000 sec): 3 clusters
  Score: Raw -926713.921547 + Penalty 2902.668479 = -923811.253068
  nChanged 28
		SP:Iteration 24Q (17735.350000 sec): 3 clusters
  Score: Raw -926720.757194 + Penalty 2902.668479 = -923818.088716
  nChanged 21
		SP:Iteration 25Q (17735.540000 sec): 3 clusters
  Score: Raw -926727.112662 + Penalty 2902.668479 = -923824.444184
  nChanged 23
		SP:Iteration 26Q (17735.720000 sec): 3 clusters
  Score: Raw -926734.437286 + Penalty 2902.668479 = -923831.768807
  nChanged 29
		SP:Iteration 27Q (17735.940000 sec): 3 clusters
  Score: Raw -926743.689232 + Penalty 2902.668479 = -923841.020754
  nChanged 26
		SP:Iteration 28Q (17736.160000 sec): 3 clusters
  Score: Raw -926752.529000 + Penalty 2902.668479 = -923849.860521
  nChanged 25
		SP:Iteration 29Q (17736.390000 sec): 3 clusters
  Score: Raw -926762.598530 + Penalty 2902.668479 = -923859.930052
  nChanged 33
		SP:Iteration 30Q (17736.600000 sec): 3 clusters
  Score: Raw -926773.320877 + Penalty 2902.668479 = -923870.652398
  nChanged 29
		SP:Iteration 31Q (17736.820000 sec): 3 clusters
  Score: Raw -926781.133738 + Penalty 2902.668479 = -923878.465259
  nChanged 22
		SP:Iteration 32Q (17737.040000 sec): 3 clusters
  Score: Raw -926786.381659 + Penalty 2902.668479 = -923883.713180
  nChanged 14
		SP:Iteration 33Q (17737.260000 sec): 3 clusters
  Score: Raw -926790.609170 + Penalty 2902.668479 = -923887.940691
  nChanged 16
		SP:Iteration 34Q (17737.520000 sec): 3 clusters
  Score: Raw -926793.675854 + Penalty 2902.668479 = -923891.007376
  nChanged 12
		SP:Iteration 35Q (17737.690000 sec): 3 clusters
  Score: Raw -926797.709976 + Penalty 2902.668479 = -923895.041498
  nChanged 16
		SP:Iteration 36Q (17737.880000 sec): 3 clusters
  Score: Raw -926803.328050 + Penalty 2902.668479 = -923900.659571
  nChanged 12
		SP:Iteration 37Q (17738.110000 sec): 3 clusters
  Score: Raw -926807.796239 + Penalty 2902.668479 = -923905.127760
  nChanged 18
		SP:Iteration 38Q (17738.330000 sec): 3 clusters
  Score: Raw -926813.545443 + Penalty 2902.668479 = -923910.876964
  nChanged 19
		SP:Iteration 39Q (17738.520000 sec): 3 clusters
  Score: Raw -926820.239151 + Penalty 2902.668479 = -923917.570673
  nChanged 19
		SP:Iteration 40F (17738.720000 sec): 3 clusters
  Score: Raw -926828.578657 + Penalty 2902.668479 = -923925.910179
  nChanged 23
		SP:Iteration 41Q (17738.920000 sec): 3 clusters
  Score: Raw -926840.641093 + Penalty 2902.668479 = -923937.972614
  nChanged 21
		SP:Iteration 42Q (17739.120000 sec): 3 clusters
  Score: Raw -926849.782219 + Penalty 2902.668479 = -923947.113741
  nChanged 29
		SP:Iteration 43Q (17739.350000 sec): 3 clusters
  Score: Raw -926860.482282 + Penalty 2902.668479 = -923957.813803
  nChanged 26
		SP:Iteration 44Q (17739.560000 sec): 3 clusters
  Score: Raw -926873.285934 + Penalty 2902.668479 = -923970.617455
  nChanged 31
		SP:Iteration 45Q (17739.770000 sec): 3 clusters
  Score: Raw -926885.191369 + Penalty 2902.668479 = -923982.522891
  nChanged 26
		SP:Iteration 46Q (17739.990000 sec): 3 clusters
  Score: Raw -926896.865416 + Penalty 2902.668479 = -923994.196937
  nChanged 31
		SP:Iteration 47Q (17740.200000 sec): 3 clusters
  Score: Raw -926908.398654 + Penalty 2902.668479 = -924005.730175
  nChanged 24
		SP:Iteration 48Q (17740.410000 sec): 3 clusters
  Score: Raw -926917.321781 + Penalty 2902.668479 = -924014.653303
  nChanged 27
		SP:Iteration 49Q (17740.610000 sec): 3 clusters
  Score: Raw -926928.025872 + Penalty 2902.668479 = -924025.357394
  nChanged 22
		SP:Iteration 50Q (17740.850000 sec): 3 clusters
  Score: Raw -926935.990198 + Penalty 2902.668479 = -924033.321719
  nChanged 21
		SP:Iteration 51Q (17741.070000 sec): 3 clusters
  Score: Raw -926947.168282 + Penalty 2902.668479 = -924044.499804
  nChanged 29
		SP:Iteration 52Q (17741.270000 sec): 3 clusters
  Score: Raw -926962.252157 + Penalty 2902.668479 = -924059.583678
  nChanged 27
		SP:Iteration 53Q (17741.460000 sec): 3 clusters
  Score: Raw -926977.013135 + Penalty 2902.668479 = -924074.344657
  nChanged 26
		SP:Iteration 54Q (17741.690000 sec): 3 clusters
  Score: Raw -926988.745421 + Penalty 2902.668479 = -924086.076943
  nChanged 24
		SP:Iteration 55Q (17741.890000 sec): 3 clusters
  Score: Raw -926998.677888 + Penalty 2902.668479 = -924096.009409
  nChanged 23
		SP:Iteration 56Q (17742.070000 sec): 3 clusters
  Score: Raw -927012.368225 + Penalty 2902.668479 = -924109.699746
  nChanged 36
		SP:Iteration 57Q (17742.250000 sec): 3 clusters
  Score: Raw -927033.404578 + Penalty 2902.668479 = -924130.736100
  nChanged 28
		SP:Iteration 58Q (17742.450000 sec): 3 clusters
  Score: Raw -927048.667206 + Penalty 2902.668479 = -924145.998727
  nChanged 26
		SP:Iteration 59Q (17742.660000 sec): 3 clusters
  Score: Raw -927066.356413 + Penalty 2902.668479 = -924163.687934
  nChanged 22
		SP:Iteration 60F (17742.930000 sec): 3 clusters
  Score: Raw -927079.677391 + Penalty 2902.668479 = -924177.008913
  nChanged 22
		SP:Iteration 61Q (17743.130000 sec): 3 clusters
  Score: Raw -927090.508038 + Penalty 2902.668479 = -924187.839559
  nChanged 30
		SP:Iteration 62Q (17743.380000 sec): 3 clusters
  Score: Raw -927107.759123 + Penalty 2902.668479 = -924205.090644
  nChanged 24
		SP:Iteration 63Q (17743.580000 sec): 3 clusters
  Score: Raw -927120.508988 + Penalty 2902.668479 = -924217.840509
  nChanged 18
		SP:Iteration 64Q (17743.780000 sec): 3 clusters
  Score: Raw -927130.471641 + Penalty 2902.668479 = -924227.803163
  nChanged 14
		SP:Iteration 65Q (17743.980000 sec): 3 clusters
  Score: Raw -927136.383852 + Penalty 2902.668479 = -924233.715374
  nChanged 8
		SP:Iteration 66Q (17744.170000 sec): 3 clusters
  Score: Raw -927139.589233 + Penalty 2902.668479 = -924236.920754
  nChanged 5
		SP:Iteration 67Q (17744.390000 sec): 3 clusters
  Score: Raw -927142.432423 + Penalty 2902.668479 = -924239.763944
  nChanged 7
		SP:Iteration 68Q (17744.570000 sec): 3 clusters
  Score: Raw -927145.759498 + Penalty 2902.668479 = -924243.091019
  nChanged 7
		SP:Iteration 69Q (17744.780000 sec): 3 clusters
  Score: Raw -927148.588801 + Penalty 2902.668479 = -924245.920323
  nChanged 9
		SP:Iteration 70Q (17744.990000 sec): 3 clusters
  Score: Raw -927151.889316 + Penalty 2902.668479 = -924249.220837
  nChanged 10
		SP:Iteration 71Q (17745.230000 sec): 3 clusters
  Score: Raw -927155.930164 + Penalty 2902.668479 = -924253.261686
  nChanged 14
		SP:Iteration 72Q (17745.420000 sec): 3 clusters
  Score: Raw -927162.172705 + Penalty 2902.668479 = -924259.504227
  nChanged 9
		SP:Iteration 73Q (17745.630000 sec): 3 clusters
  Score: Raw -927166.511823 + Penalty 2902.668479 = -924263.843345
  nChanged 14
		SP:Iteration 74Q (17745.870000 sec): 3 clusters
  Score: Raw -927174.445164 + Penalty 2902.668479 = -924271.776685
  nChanged 16
		SP:Iteration 75Q (17746.150000 sec): 3 clusters
  Score: Raw -927182.758076 + Penalty 2902.668479 = -924280.089597
  nChanged 12
		SP:Iteration 76Q (17746.300000 sec): 3 clusters
  Score: Raw -927187.889444 + Penalty 2902.668479 = -924285.220965
  nChanged 4
		SP:Iteration 77Q (17746.560000 sec): 3 clusters
  Score: Raw -927189.267003 + Penalty 2902.668479 = -924286.598524
  nChanged 3
		SP:Iteration 78Q (17746.720000 sec): 3 clusters
  Score: Raw -927190.662171 + Penalty 2902.668479 = -924287.993692
  nChanged 4
		SP:Iteration 79Q (17746.970000 sec): 3 clusters
  Score: Raw -927192.151554 + Penalty 2902.668479 = -924289.483075
  nChanged 4
		SP:Iteration 80F (17747.170000 sec): 3 clusters
  Score: Raw -927193.834717 + Penalty 2902.668479 = -924291.166239
  nChanged 3
		SP:Iteration 81Q (17747.390000 sec): 3 clusters
  Score: Raw -927195.438297 + Penalty 2902.668479 = -924292.769819
  nChanged 3
		SP:Iteration 82Q (17747.600000 sec): 3 clusters
  Score: Raw -927196.567099 + Penalty 2902.668479 = -924293.898621
  nChanged 2
		SP:Iteration 83Q (17747.790000 sec): 3 clusters
  Score: Raw -927197.329787 + Penalty 2902.668479 = -924294.661309
  nChanged 4
		SP:Iteration 84Q (17748.090000 sec): 3 clusters
  Score: Raw -927198.856512 + Penalty 2902.668479 = -924296.188033
  nChanged 2
		SP:Iteration 85Q (17748.310000 sec): 3 clusters
  Score: Raw -927199.684942 + Penalty 2902.668479 = -924297.016464
  nChanged 1
		SP:Iteration 86Q (17748.570000 sec): 3 clusters
  Score: Raw -927200.040166 + Penalty 2902.668479 = -924297.371688
  nChanged 1
		SP:Iteration 87Q (17748.810000 sec): 3 clusters
  Score: Raw -927200.294094 + Penalty 2902.668479 = -924297.625615
  nChanged 3
		SP:Iteration 88Q (17748.990000 sec): 3 clusters
  Score: Raw -927201.252765 + Penalty 2902.668479 = -924298.584286
  nChanged 1
		SP:Iteration 89Q (17749.220000 sec): 3 clusters
  Score: Raw -927201.926079 + Penalty 2902.668479 = -924299.257600
  nChanged 2
		SP:Iteration 90Q (17749.440000 sec): 3 clusters
  Score: Raw -927202.666780 + Penalty 2902.668479 = -924299.998302
  nChanged 0
		SP:Iteration 91F (17749.640000 sec): 3 clusters
  Score: Raw -927202.666780 + Penalty 2902.668479 = -924299.998302
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 39 (18500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17749.830000 sec): 2 clusters
  Score: Raw -2235849.562609 + Penalty 1596.647977 = -2234252.914632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17750.160000 sec): 3 clusters
  Score: Raw -2224684.191197 + Penalty 3193.295954 = -2221490.895243
  nChanged 8417
		SP:Iteration 1F (17750.410000 sec): 3 clusters
  Score: Raw -2229282.694740 + Penalty 3193.295954 = -2226089.398787
  nChanged 964
		SP:Iteration 2F (17750.710000 sec): 3 clusters
  Score: Raw -2229614.545850 + Penalty 3193.295954 = -2226421.249897
  nChanged 832
		SP:Iteration 3Q (17751.010000 sec): 3 clusters
  Score: Raw -2229891.765988 + Penalty 3193.295954 = -2226698.470035
  nChanged 704
		SP:Iteration 4Q (17751.330000 sec): 3 clusters
  Score: Raw -2230140.884626 + Penalty 3193.295954 = -2226947.588673
  nChanged 680
		SP:Iteration 5Q (17751.610000 sec): 3 clusters
  Score: Raw -2230394.202671 + Penalty 3193.295954 = -2227200.906717
  nChanged 682
		SP:Iteration 6Q (17751.950000 sec): 3 clusters
  Score: Raw -2230659.750409 + Penalty 3193.295954 = -2227466.454455
  nChanged 677
		SP:Iteration 7Q (17752.240000 sec): 3 clusters
  Score: Raw -2230944.848334 + Penalty 3193.295954 = -2227751.552380
  nChanged 718
		SP:Iteration 8Q (17752.550000 sec): 3 clusters
  Score: Raw -2231297.033010 + Penalty 3193.295954 = -2228103.737056
  nChanged 784
		SP:Iteration 9Q (17752.810000 sec): 3 clusters
  Score: Raw -2231704.928989 + Penalty 3193.295954 = -2228511.633036
  nChanged 766
		SP:Iteration 10Q (17753.130000 sec): 3 clusters
  Score: Raw -2232143.120726 + Penalty 3193.295954 = -2228949.824772
  nChanged 787
		SP:Iteration 11Q (17753.470000 sec): 3 clusters
  Score: Raw -2232633.625485 + Penalty 3193.295954 = -2229440.329531
  nChanged 737
		SP:Iteration 12Q (17753.790000 sec): 3 clusters
  Score: Raw -2233055.216051 + Penalty 3193.295954 = -2229861.920097
  nChanged 583
		SP:Iteration 13Q (17754.090000 sec): 3 clusters
  Score: Raw -2233356.743780 + Penalty 3193.295954 = -2230163.447826
  nChanged 495
		SP:Iteration 14Q (17754.360000 sec): 3 clusters
  Score: Raw -2233583.198171 + Penalty 3193.295954 = -2230389.902218
  nChanged 403
		SP:Iteration 15Q (17754.660000 sec): 3 clusters
  Score: Raw -2233753.147179 + Penalty 3193.295954 = -2230559.851225
  nChanged 356
		SP:Iteration 16Q (17754.960000 sec): 3 clusters
  Score: Raw -2233909.590693 + Penalty 3193.295954 = -2230716.294739
  nChanged 334
		SP:Iteration 17Q (17755.270000 sec): 3 clusters
  Score: Raw -2234042.063356 + Penalty 3193.295954 = -2230848.767402
  nChanged 294
		SP:Iteration 18Q (17755.570000 sec): 3 clusters
  Score: Raw -2234163.846385 + Penalty 3193.295954 = -2230970.550432
  nChanged 273
		SP:Iteration 19Q (17755.850000 sec): 3 clusters
  Score: Raw -2234286.972593 + Penalty 3193.295954 = -2231093.676640
  nChanged 288
		SP:Iteration 20F (17756.150000 sec): 3 clusters
  Score: Raw -2234423.906880 + Penalty 3193.295954 = -2231230.610927
  nChanged 288
		SP:Iteration 21Q (17756.440000 sec): 3 clusters
  Score: Raw -2234559.823519 + Penalty 3193.295954 = -2231366.527566
  nChanged 257
		SP:Iteration 22Q (17756.690000 sec): 3 clusters
  Score: Raw -2234672.114626 + Penalty 3193.295954 = -2231478.818672
  nChanged 251
		SP:Iteration 23Q (17757.020000 sec): 3 clusters
  Score: Raw -2234778.450550 + Penalty 3193.295954 = -2231585.154597
  nChanged 227
		SP:Iteration 24Q (17757.290000 sec): 3 clusters
  Score: Raw -2234883.441097 + Penalty 3193.295954 = -2231690.145143
  nChanged 247
		SP:Iteration 25Q (17757.520000 sec): 3 clusters
  Score: Raw -2235001.643507 + Penalty 3193.295954 = -2231808.347554
  nChanged 239
		SP:Iteration 26Q (17757.780000 sec): 3 clusters
  Score: Raw -2235098.002782 + Penalty 3193.295954 = -2231904.706828
  nChanged 208
		SP:Iteration 27Q (17758.040000 sec): 3 clusters
  Score: Raw -2235178.222844 + Penalty 3193.295954 = -2231984.926891
  nChanged 176
		SP:Iteration 28Q (17758.330000 sec): 3 clusters
  Score: Raw -2235238.743493 + Penalty 3193.295954 = -2232045.447540
  nChanged 149
		SP:Iteration 29Q (17758.580000 sec): 3 clusters
  Score: Raw -2235281.240658 + Penalty 3193.295954 = -2232087.944704
  nChanged 126
		SP:Iteration 30Q (17758.880000 sec): 3 clusters
  Score: Raw -2235322.742266 + Penalty 3193.295954 = -2232129.446312
  nChanged 122
		SP:Iteration 31Q (17759.150000 sec): 3 clusters
  Score: Raw -2235366.569112 + Penalty 3193.295954 = -2232173.273158
  nChanged 130
		SP:Iteration 32Q (17759.410000 sec): 3 clusters
  Score: Raw -2235417.131174 + Penalty 3193.295954 = -2232223.835220
  nChanged 133
		SP:Iteration 33Q (17759.720000 sec): 3 clusters
  Score: Raw -2235465.549144 + Penalty 3193.295954 = -2232272.253191
  nChanged 134
		SP:Iteration 34Q (17759.980000 sec): 3 clusters
  Score: Raw -2235513.873488 + Penalty 3193.295954 = -2232320.577534
  nChanged 128
		SP:Iteration 35Q (17760.270000 sec): 3 clusters
  Score: Raw -2235561.723781 + Penalty 3193.295954 = -2232368.427827
  nChanged 122
		SP:Iteration 36Q (17760.520000 sec): 3 clusters
  Score: Raw -2235608.124103 + Penalty 3193.295954 = -2232414.828150
  nChanged 123
		SP:Iteration 37Q (17760.790000 sec): 3 clusters
  Score: Raw -2235657.853794 + Penalty 3193.295954 = -2232464.557840
  nChanged 102
		SP:Iteration 38Q (17761.070000 sec): 3 clusters
  Score: Raw -2235691.942245 + Penalty 3193.295954 = -2232498.646291
  nChanged 79
		SP:Iteration 39Q (17761.300000 sec): 3 clusters
  Score: Raw -2235717.997967 + Penalty 3193.295954 = -2232524.702014
  nChanged 80
		SP:Iteration 40F (17761.590000 sec): 3 clusters
  Score: Raw -2235742.672190 + Penalty 3193.295954 = -2232549.376236
  nChanged 67
		SP:Iteration 41Q (17761.870000 sec): 3 clusters
  Score: Raw -2235761.614080 + Penalty 3193.295954 = -2232568.318127
  nChanged 59
		SP:Iteration 42Q (17762.220000 sec): 3 clusters
  Score: Raw -2235779.721237 + Penalty 3193.295954 = -2232586.425283
  nChanged 52
		SP:Iteration 43Q (17762.520000 sec): 3 clusters
  Score: Raw -2235794.049432 + Penalty 3193.295954 = -2232600.753478
  nChanged 54
		SP:Iteration 44Q (17762.810000 sec): 3 clusters
  Score: Raw -2235808.410722 + Penalty 3193.295954 = -2232615.114769
  nChanged 51
		SP:Iteration 45Q (17763.060000 sec): 3 clusters
  Score: Raw -2235823.446547 + Penalty 3193.295954 = -2232630.150593
  nChanged 50
		SP:Iteration 46Q (17763.320000 sec): 3 clusters
  Score: Raw -2235841.130933 + Penalty 3193.295954 = -2232647.834979
  nChanged 49
		SP:Iteration 47Q (17763.570000 sec): 3 clusters
  Score: Raw -2235857.064091 + Penalty 3193.295954 = -2232663.768137
  nChanged 52
		SP:Iteration 48Q (17763.900000 sec): 3 clusters
  Score: Raw -2235874.945669 + Penalty 3193.295954 = -2232681.649715
  nChanged 47
		SP:Iteration 49Q (17764.160000 sec): 3 clusters
  Score: Raw -2235892.044211 + Penalty 3193.295954 = -2232698.748257
  nChanged 49
		SP:Iteration 50Q (17764.440000 sec): 3 clusters
  Score: Raw -2235909.741452 + Penalty 3193.295954 = -2232716.445499
  nChanged 39
		SP:Iteration 51Q (17764.700000 sec): 3 clusters
  Score: Raw -2235923.743670 + Penalty 3193.295954 = -2232730.447717
  nChanged 22
		SP:Iteration 52Q (17764.990000 sec): 3 clusters
  Score: Raw -2235932.116648 + Penalty 3193.295954 = -2232738.820695
  nChanged 30
		SP:Iteration 53Q (17765.240000 sec): 3 clusters
  Score: Raw -2235942.568150 + Penalty 3193.295954 = -2232749.272197
  nChanged 30
		SP:Iteration 54Q (17765.520000 sec): 3 clusters
  Score: Raw -2235952.003366 + Penalty 3193.295954 = -2232758.707413
  nChanged 30
		SP:Iteration 55Q (17765.790000 sec): 3 clusters
  Score: Raw -2235960.118105 + Penalty 3193.295954 = -2232766.822152
  nChanged 21
		SP:Iteration 56Q (17766.060000 sec): 3 clusters
  Score: Raw -2235966.910118 + Penalty 3193.295954 = -2232773.614164
  nChanged 30
		SP:Iteration 57Q (17766.300000 sec): 3 clusters
  Score: Raw -2235979.213281 + Penalty 3193.295954 = -2232785.917328
  nChanged 31
		SP:Iteration 58Q (17766.560000 sec): 3 clusters
  Score: Raw -2235989.670318 + Penalty 3193.295954 = -2232796.374364
  nChanged 22
		SP:Iteration 59Q (17766.810000 sec): 3 clusters
  Score: Raw -2235996.797053 + Penalty 3193.295954 = -2232803.501100
  nChanged 20
		SP:Iteration 60F (17767.040000 sec): 3 clusters
  Score: Raw -2236006.658405 + Penalty 3193.295954 = -2232813.362452
  nChanged 33
		SP:Iteration 61Q (17767.360000 sec): 3 clusters
  Score: Raw -2236018.855786 + Penalty 3193.295954 = -2232825.559832
  nChanged 22
		SP:Iteration 62Q (17767.580000 sec): 3 clusters
  Score: Raw -2236027.936281 + Penalty 3193.295954 = -2232834.640328
  nChanged 25
		SP:Iteration 63Q (17767.830000 sec): 3 clusters
  Score: Raw -2236036.966308 + Penalty 3193.295954 = -2232843.670355
  nChanged 19
		SP:Iteration 64Q (17768.070000 sec): 3 clusters
  Score: Raw -2236045.026035 + Penalty 3193.295954 = -2232851.730082
  nChanged 25
		SP:Iteration 65Q (17768.310000 sec): 3 clusters
  Score: Raw -2236053.739619 + Penalty 3193.295954 = -2232860.443665
  nChanged 18
		SP:Iteration 66Q (17768.540000 sec): 3 clusters
  Score: Raw -2236062.723603 + Penalty 3193.295954 = -2232869.427649
  nChanged 29
		SP:Iteration 67Q (17768.760000 sec): 3 clusters
  Score: Raw -2236078.808329 + Penalty 3193.295954 = -2232885.512376
  nChanged 26
		SP:Iteration 68Q (17769.000000 sec): 3 clusters
  Score: Raw -2236091.916789 + Penalty 3193.295954 = -2232898.620835
  nChanged 18
		SP:Iteration 69Q (17769.230000 sec): 3 clusters
  Score: Raw -2236101.917229 + Penalty 3193.295954 = -2232908.621275
  nChanged 15
		SP:Iteration 70Q (17769.460000 sec): 3 clusters
  Score: Raw -2236107.344300 + Penalty 3193.295954 = -2232914.048346
  nChanged 11
		SP:Iteration 71Q (17769.700000 sec): 3 clusters
  Score: Raw -2236110.601828 + Penalty 3193.295954 = -2232917.305875
  nChanged 7
		SP:Iteration 72Q (17769.910000 sec): 3 clusters
  Score: Raw -2236112.874102 + Penalty 3193.295954 = -2232919.578149
  nChanged 6
		SP:Iteration 73Q (17770.150000 sec): 3 clusters
  Score: Raw -2236115.046638 + Penalty 3193.295954 = -2232921.750684
  nChanged 10
		SP:Iteration 74Q (17770.380000 sec): 3 clusters
  Score: Raw -2236118.682397 + Penalty 3193.295954 = -2232925.386444
  nChanged 6
		SP:Iteration 75Q (17770.640000 sec): 3 clusters
  Score: Raw -2236120.099499 + Penalty 3193.295954 = -2232926.803545
  nChanged 2
		SP:Iteration 76Q (17770.880000 sec): 3 clusters
  Score: Raw -2236120.903362 + Penalty 3193.295954 = -2232927.607408
  nChanged 0
		SP:Iteration 77F (17771.110000 sec): 3 clusters
  Score: Raw -2236120.903362 + Penalty 3193.295954 = -2232927.607408
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 40 (7880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17771.250000 sec): 2 clusters
  Score: Raw -882802.340632 + Penalty 1457.963517 = -881344.377115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17771.460000 sec): 3 clusters
  Score: Raw -878468.525612 + Penalty 2915.927034 = -875552.598577
  nChanged 3317
		SP:Iteration 1F (17771.690000 sec): 3 clusters
  Score: Raw -880366.862443 + Penalty 2915.927034 = -877450.935408
  nChanged 521
		SP:Iteration 2F (17771.840000 sec): 3 clusters
  Score: Raw -880626.094662 + Penalty 2915.927034 = -877710.167627
  nChanged 427
		SP:Iteration 3F (17772.040000 sec): 3 clusters
  Score: Raw -880819.796005 + Penalty 2915.927034 = -877903.868970
  nChanged 342
		SP:Iteration 4Q (17772.250000 sec): 3 clusters
  Score: Raw -880962.574696 + Penalty 2915.927034 = -878046.647662
  nChanged 284
		SP:Iteration 5Q (17772.470000 sec): 3 clusters
  Score: Raw -881085.043248 + Penalty 2915.927034 = -878169.116214
  nChanged 241
		SP:Iteration 6Q (17772.720000 sec): 3 clusters
  Score: Raw -881217.511025 + Penalty 2915.927034 = -878301.583990
  nChanged 274
		SP:Iteration 7Q (17772.970000 sec): 3 clusters
  Score: Raw -881388.778729 + Penalty 2915.927034 = -878472.851695
  nChanged 262
		SP:Iteration 8Q (17773.180000 sec): 3 clusters
  Score: Raw -881551.113329 + Penalty 2915.927034 = -878635.186295
  nChanged 267
		SP:Iteration 9Q (17773.440000 sec): 3 clusters
  Score: Raw -881701.773113 + Penalty 2915.927034 = -878785.846079
  nChanged 258
		SP:Iteration 10Q (17773.670000 sec): 3 clusters
  Score: Raw -881848.099645 + Penalty 2915.927034 = -878932.172610
  nChanged 246
		SP:Iteration 11Q (17773.890000 sec): 3 clusters
  Score: Raw -881978.068206 + Penalty 2915.927034 = -879062.141171
  nChanged 214
		SP:Iteration 12Q (17774.110000 sec): 3 clusters
  Score: Raw -882100.865874 + Penalty 2915.927034 = -879184.938840
  nChanged 207
		SP:Iteration 13Q (17774.330000 sec): 3 clusters
  Score: Raw -882206.236068 + Penalty 2915.927034 = -879290.309033
  nChanged 170
		SP:Iteration 14Q (17774.600000 sec): 3 clusters
  Score: Raw -882280.519008 + Penalty 2915.927034 = -879364.591974
  nChanged 136
		SP:Iteration 15Q (17774.810000 sec): 3 clusters
  Score: Raw -882330.957447 + Penalty 2915.927034 = -879415.030413
  nChanged 101
		SP:Iteration 16Q (17775.040000 sec): 3 clusters
  Score: Raw -882366.068489 + Penalty 2915.927034 = -879450.141455
  nChanged 87
		SP:Iteration 17Q (17775.270000 sec): 3 clusters
  Score: Raw -882393.321303 + Penalty 2915.927034 = -879477.394268
  nChanged 69
		SP:Iteration 18Q (17775.510000 sec): 3 clusters
  Score: Raw -882418.148543 + Penalty 2915.927034 = -879502.221508
  nChanged 63
		SP:Iteration 19Q (17775.670000 sec): 3 clusters
  Score: Raw -882444.850333 + Penalty 2915.927034 = -879528.923299
  nChanged 70
		SP:Iteration 20F (17775.880000 sec): 3 clusters
  Score: Raw -882469.563324 + Penalty 2915.927034 = -879553.636290
  nChanged 60
		SP:Iteration 21Q (17776.090000 sec): 3 clusters
  Score: Raw -882484.290185 + Penalty 2915.927034 = -879568.363151
  nChanged 41
		SP:Iteration 22Q (17776.330000 sec): 3 clusters
  Score: Raw -882494.627313 + Penalty 2915.927034 = -879578.700278
  nChanged 39
		SP:Iteration 23Q (17776.540000 sec): 3 clusters
  Score: Raw -882505.295142 + Penalty 2915.927034 = -879589.368108
  nChanged 39
		SP:Iteration 24Q (17776.770000 sec): 3 clusters
  Score: Raw -882514.757018 + Penalty 2915.927034 = -879598.829984
  nChanged 37
		SP:Iteration 25Q (17776.970000 sec): 3 clusters
  Score: Raw -882522.679180 + Penalty 2915.927034 = -879606.752146
  nChanged 25
		SP:Iteration 26Q (17777.250000 sec): 3 clusters
  Score: Raw -882527.395304 + Penalty 2915.927034 = -879611.468269
  nChanged 21
		SP:Iteration 27Q (17777.470000 sec): 3 clusters
  Score: Raw -882532.069105 + Penalty 2915.927034 = -879616.142070
  nChanged 17
		SP:Iteration 28Q (17777.690000 sec): 3 clusters
  Score: Raw -882536.336580 + Penalty 2915.927034 = -879620.409545
  nChanged 19
		SP:Iteration 29Q (17777.940000 sec): 3 clusters
  Score: Raw -882541.430247 + Penalty 2915.927034 = -879625.503213
  nChanged 20
		SP:Iteration 30Q (17778.150000 sec): 3 clusters
  Score: Raw -882545.714936 + Penalty 2915.927034 = -879629.787902
  nChanged 17
		SP:Iteration 31Q (17778.340000 sec): 3 clusters
  Score: Raw -882549.115685 + Penalty 2915.927034 = -879633.188650
  nChanged 16
		SP:Iteration 32Q (17778.560000 sec): 3 clusters
  Score: Raw -882553.638526 + Penalty 2915.927034 = -879637.711492
  nChanged 16
		SP:Iteration 33Q (17778.790000 sec): 3 clusters
  Score: Raw -882557.196715 + Penalty 2915.927034 = -879641.269680
  nChanged 17
		SP:Iteration 34Q (17779.010000 sec): 3 clusters
  Score: Raw -882560.553286 + Penalty 2915.927034 = -879644.626252
  nChanged 19
		SP:Iteration 35Q (17779.250000 sec): 3 clusters
  Score: Raw -882564.901186 + Penalty 2915.927034 = -879648.974152
  nChanged 20
		SP:Iteration 36Q (17779.480000 sec): 3 clusters
  Score: Raw -882569.405241 + Penalty 2915.927034 = -879653.478206
  nChanged 15
		SP:Iteration 37Q (17779.730000 sec): 3 clusters
  Score: Raw -882572.907597 + Penalty 2915.927034 = -879656.980563
  nChanged 19
		SP:Iteration 38Q (17779.960000 sec): 3 clusters
  Score: Raw -882576.904754 + Penalty 2915.927034 = -879660.977719
  nChanged 16
		SP:Iteration 39Q (17780.190000 sec): 3 clusters
  Score: Raw -882581.801325 + Penalty 2915.927034 = -879665.874290
  nChanged 27
		SP:Iteration 40F (17780.420000 sec): 3 clusters
  Score: Raw -882590.133229 + Penalty 2915.927034 = -879674.206194
  nChanged 33
		SP:Iteration 41Q (17780.660000 sec): 3 clusters
  Score: Raw -882601.480422 + Penalty 2915.927034 = -879685.553388
  nChanged 45
		SP:Iteration 42Q (17780.870000 sec): 3 clusters
  Score: Raw -882620.218733 + Penalty 2915.927034 = -879704.291699
  nChanged 50
		SP:Iteration 43Q (17781.080000 sec): 3 clusters
  Score: Raw -882640.743893 + Penalty 2915.927034 = -879724.816859
  nChanged 59
		SP:Iteration 44Q (17781.350000 sec): 3 clusters
  Score: Raw -882661.836704 + Penalty 2915.927034 = -879745.909669
  nChanged 51
		SP:Iteration 45Q (17781.570000 sec): 3 clusters
  Score: Raw -882681.554803 + Penalty 2915.927034 = -879765.627768
  nChanged 50
		SP:Iteration 46Q (17781.800000 sec): 3 clusters
  Score: Raw -882702.096002 + Penalty 2915.927034 = -879786.168968
  nChanged 44
		SP:Iteration 47Q (17782.110000 sec): 3 clusters
  Score: Raw -882714.990197 + Penalty 2915.927034 = -879799.063163
  nChanged 36
		SP:Iteration 48Q (17782.340000 sec): 3 clusters
  Score: Raw -882727.274186 + Penalty 2915.927034 = -879811.347152
  nChanged 37
		SP:Iteration 49Q (17782.530000 sec): 3 clusters
  Score: Raw -882738.856460 + Penalty 2915.927034 = -879822.929426
  nChanged 35
		SP:Iteration 50Q (17782.790000 sec): 3 clusters
  Score: Raw -882750.887094 + Penalty 2915.927034 = -879834.960060
  nChanged 31
		SP:Iteration 51Q (17783.020000 sec): 3 clusters
  Score: Raw -882760.041279 + Penalty 2915.927034 = -879844.114245
  nChanged 31
		SP:Iteration 52Q (17783.270000 sec): 3 clusters
  Score: Raw -882766.779614 + Penalty 2915.927034 = -879850.852579
  nChanged 29
		SP:Iteration 53Q (17783.480000 sec): 3 clusters
  Score: Raw -882773.700274 + Penalty 2915.927034 = -879857.773239
  nChanged 27
		SP:Iteration 54Q (17783.660000 sec): 3 clusters
  Score: Raw -882781.506133 + Penalty 2915.927034 = -879865.579099
  nChanged 35
		SP:Iteration 55Q (17783.870000 sec): 3 clusters
  Score: Raw -882793.425289 + Penalty 2915.927034 = -879877.498254
  nChanged 28
		SP:Iteration 56Q (17784.150000 sec): 3 clusters
  Score: Raw -882802.382952 + Penalty 2915.927034 = -879886.455918
  nChanged 29
		SP:Iteration 57Q (17784.390000 sec): 3 clusters
  Score: Raw -882809.609505 + Penalty 2915.927034 = -879893.682470
  nChanged 20
		SP:Iteration 58Q (17784.580000 sec): 3 clusters
  Score: Raw -882814.147861 + Penalty 2915.927034 = -879898.220826
  nChanged 22
		SP:Iteration 59Q (17784.820000 sec): 3 clusters
  Score: Raw -882820.186673 + Penalty 2915.927034 = -879904.259638
  nChanged 20
		SP:Iteration 60F (17785.020000 sec): 3 clusters
  Score: Raw -882825.076908 + Penalty 2915.927034 = -879909.149873
  nChanged 15
		SP:Iteration 61Q (17785.290000 sec): 3 clusters
  Score: Raw -882828.560568 + Penalty 2915.927034 = -879912.633534
  nChanged 20
		SP:Iteration 62Q (17785.500000 sec): 3 clusters
  Score: Raw -882833.721752 + Penalty 2915.927034 = -879917.794717
  nChanged 19
		SP:Iteration 63Q (17785.750000 sec): 3 clusters
  Score: Raw -882838.304419 + Penalty 2915.927034 = -879922.377385
  nChanged 22
		SP:Iteration 64Q (17786.020000 sec): 3 clusters
  Score: Raw -882844.753740 + Penalty 2915.927034 = -879928.826706
  nChanged 23
		SP:Iteration 65Q (17786.230000 sec): 3 clusters
  Score: Raw -882850.619088 + Penalty 2915.927034 = -879934.692053
  nChanged 18
		SP:Iteration 66Q (17786.380000 sec): 3 clusters
  Score: Raw -882854.592435 + Penalty 2915.927034 = -879938.665401
  nChanged 18
		SP:Iteration 67Q (17786.590000 sec): 3 clusters
  Score: Raw -882858.368302 + Penalty 2915.927034 = -879942.441268
  nChanged 11
		SP:Iteration 68Q (17786.850000 sec): 3 clusters
  Score: Raw -882860.907387 + Penalty 2915.927034 = -879944.980352
  nChanged 11
		SP:Iteration 69Q (17787.030000 sec): 3 clusters
  Score: Raw -882863.084601 + Penalty 2915.927034 = -879947.157567
  nChanged 13
		SP:Iteration 70Q (17787.230000 sec): 3 clusters
  Score: Raw -882866.437730 + Penalty 2915.927034 = -879950.510695
  nChanged 14
		SP:Iteration 71Q (17787.430000 sec): 3 clusters
  Score: Raw -882870.008665 + Penalty 2915.927034 = -879954.081631
  nChanged 20
		SP:Iteration 72Q (17787.650000 sec): 3 clusters
  Score: Raw -882874.460072 + Penalty 2915.927034 = -879958.533038
  nChanged 14
		SP:Iteration 73Q (17787.870000 sec): 3 clusters
  Score: Raw -882877.913299 + Penalty 2915.927034 = -879961.986265
  nChanged 14
		SP:Iteration 74Q (17788.110000 sec): 3 clusters
  Score: Raw -882881.709437 + Penalty 2915.927034 = -879965.782402
  nChanged 17
		SP:Iteration 75Q (17788.360000 sec): 3 clusters
  Score: Raw -882886.695191 + Penalty 2915.927034 = -879970.768156
  nChanged 18
		SP:Iteration 76Q (17788.550000 sec): 3 clusters
  Score: Raw -882891.016272 + Penalty 2915.927034 = -879975.089237
  nChanged 17
		SP:Iteration 77Q (17788.740000 sec): 3 clusters
  Score: Raw -882894.955647 + Penalty 2915.927034 = -879979.028612
  nChanged 15
		SP:Iteration 78Q (17788.950000 sec): 3 clusters
  Score: Raw -882898.053730 + Penalty 2915.927034 = -879982.126695
  nChanged 12
		SP:Iteration 79Q (17789.210000 sec): 3 clusters
  Score: Raw -882900.707258 + Penalty 2915.927034 = -879984.780224
  nChanged 16
		SP:Iteration 80F (17789.430000 sec): 3 clusters
  Score: Raw -882904.003503 + Penalty 2915.927034 = -879988.076468
  nChanged 11
		SP:Iteration 81Q (17789.630000 sec): 3 clusters
  Score: Raw -882906.259222 + Penalty 2915.927034 = -879990.332187
  nChanged 8
		SP:Iteration 82Q (17789.870000 sec): 3 clusters
  Score: Raw -882907.788203 + Penalty 2915.927034 = -879991.861168
  nChanged 2
		SP:Iteration 83Q (17790.020000 sec): 3 clusters
  Score: Raw -882908.136733 + Penalty 2915.927034 = -879992.209698
  nChanged 1
		SP:Iteration 84Q (17790.250000 sec): 3 clusters
  Score: Raw -882908.321068 + Penalty 2915.927034 = -879992.394033
  nChanged 2
		SP:Iteration 85Q (17790.490000 sec): 3 clusters
  Score: Raw -882908.658782 + Penalty 2915.927034 = -879992.731747
  nChanged 3
		SP:Iteration 86Q (17790.660000 sec): 3 clusters
  Score: Raw -882909.241060 + Penalty 2915.927034 = -879993.314025
  nChanged 7
		SP:Iteration 87Q (17790.890000 sec): 3 clusters
  Score: Raw -882910.414390 + Penalty 2915.927034 = -879994.487356
  nChanged 4
		SP:Iteration 88Q (17791.150000 sec): 3 clusters
  Score: Raw -882911.267190 + Penalty 2915.927034 = -879995.340155
  nChanged 7
		SP:Iteration 89Q (17791.360000 sec): 3 clusters
  Score: Raw -882913.301099 + Penalty 2915.927034 = -879997.374065
  nChanged 4
		SP:Iteration 90Q (17791.550000 sec): 3 clusters
  Score: Raw -882914.070657 + Penalty 2915.927034 = -879998.143623
  nChanged 6
		SP:Iteration 91Q (17791.860000 sec): 3 clusters
  Score: Raw -882915.141990 + Penalty 2915.927034 = -879999.214956
  nChanged 4
		SP:Iteration 92Q (17792.110000 sec): 3 clusters
  Score: Raw -882916.102578 + Penalty 2915.927034 = -880000.175543
  nChanged 4
		SP:Iteration 93Q (17792.290000 sec): 3 clusters
  Score: Raw -882917.160979 + Penalty 2915.927034 = -880001.233944
  nChanged 5
		SP:Iteration 94Q (17792.510000 sec): 3 clusters
  Score: Raw -882918.301139 + Penalty 2915.927034 = -880002.374105
  nChanged 6
		SP:Iteration 95Q (17792.700000 sec): 3 clusters
  Score: Raw -882919.747070 + Penalty 2915.927034 = -880003.820035
  nChanged 6
		SP:Iteration 96Q (17792.940000 sec): 3 clusters
  Score: Raw -882921.691971 + Penalty 2915.927034 = -880005.764936
  nChanged 11
		SP:Iteration 97Q (17793.140000 sec): 3 clusters
  Score: Raw -882924.906033 + Penalty 2915.927034 = -880008.978998
  nChanged 9
		SP:Iteration 98Q (17793.330000 sec): 3 clusters
  Score: Raw -882926.892626 + Penalty 2915.927034 = -880010.965591
  nChanged 9
		SP:Iteration 99Q (17793.590000 sec): 3 clusters
  Score: Raw -882929.069030 + Penalty 2915.927034 = -880013.141996
  nChanged 10
		SP:Iteration 100F (17793.790000 sec): 3 clusters
  Score: Raw -882930.823367 + Penalty 2915.927034 = -880014.896333
  nChanged 10
		SP:Iteration 101Q (17794.010000 sec): 3 clusters
  Score: Raw -882932.763584 + Penalty 2915.927034 = -880016.836550
  nChanged 6
		SP:Iteration 102Q (17794.220000 sec): 3 clusters
  Score: Raw -882934.471586 + Penalty 2915.927034 = -880018.544552
  nChanged 7
		SP:Iteration 103Q (17794.430000 sec): 3 clusters
  Score: Raw -882935.984799 + Penalty 2915.927034 = -880020.057765
  nChanged 4
		SP:Iteration 104Q (17794.680000 sec): 3 clusters
  Score: Raw -882936.529239 + Penalty 2915.927034 = -880020.602204
  nChanged 1
		SP:Iteration 105Q (17794.900000 sec): 3 clusters
  Score: Raw -882936.745389 + Penalty 2915.927034 = -880020.818354
  nChanged 2
		SP:Iteration 106Q (17795.140000 sec): 3 clusters
  Score: Raw -882936.948525 + Penalty 2915.927034 = -880021.021491
  nChanged 1
		SP:Iteration 107Q (17795.380000 sec): 3 clusters
  Score: Raw -882937.049134 + Penalty 2915.927034 = -880021.122099
  nChanged 0
		SP:Iteration 108F (17795.560000 sec): 3 clusters
  Score: Raw -882937.049134 + Penalty 2915.927034 = -880021.122099
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 41 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17795.680000 sec): 2 clusters
  Score: Raw -59332.096530 + Penalty 1014.361281 = -58317.735249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17795.840000 sec): 3 clusters
  Score: Raw -59283.176178 + Penalty 2028.722561 = -57254.453617
  nChanged 131
		SP:Iteration 1F (17796.030000 sec): 3 clusters
  Score: Raw -59462.595822 + Penalty 2028.722561 = -57433.873261
  nChanged 48
		SP:Iteration 2F (17796.240000 sec): 3 clusters
  Score: Raw -59574.062394 + Penalty 2028.722561 = -57545.339833
  nChanged 48
		SP:Iteration 3F (17796.380000 sec): 3 clusters
  Score: Raw -59797.793667 + Penalty 2028.722561 = -57769.071105
  nChanged 35
		SP:Iteration 4F (17796.600000 sec): 3 clusters
  Score: Raw -60033.307978 + Penalty 2028.722561 = -58004.585417
  nChanged 21
		SP:Iteration 5Q (17796.760000 sec): 3 clusters
  Score: Raw -60151.745072 + Penalty 2028.722561 = -58123.022510
  nChanged 11
		SP:Iteration 6Q (17796.910000 sec): 3 clusters
  Score: Raw -60198.381845 + Penalty 2028.722561 = -58169.659284
  nChanged 5
		SP:Iteration 7Q (17797.110000 sec): 3 clusters
  Score: Raw -60229.254627 + Penalty 2028.722561 = -58200.532066
  nChanged 7
		SP:Iteration 8Q (17797.290000 sec): 3 clusters
  Score: Raw -60245.168115 + Penalty 2028.722561 = -58216.445554
  nChanged 2
		SP:Iteration 9Q (17797.470000 sec): 3 clusters
  Score: Raw -60249.639853 + Penalty 2028.722561 = -58220.917291
  nChanged 3
		SP:Iteration 10Q (17797.650000 sec): 3 clusters
  Score: Raw -60262.553843 + Penalty 2028.722561 = -58233.831282
  nChanged 3
		SP:Iteration 11Q (17797.840000 sec): 3 clusters
  Score: Raw -60270.685444 + Penalty 2028.722561 = -58241.962883
  nChanged 1
		SP:Iteration 12Q (17798.030000 sec): 3 clusters
  Score: Raw -60271.899000 + Penalty 2028.722561 = -58243.176439
  nChanged 0
		SP:Iteration 13F (17798.230000 sec): 3 clusters
  Score: Raw -60271.899000 + Penalty 2028.722561 = -58243.176439
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 42 (355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17798.330000 sec): 2 clusters
  Score: Raw -36522.548658 + Penalty 954.219141 = -35568.329517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17798.510000 sec): 3 clusters
  Score: Raw -36522.874230 + Penalty 1908.438282 = -34614.435948
  nChanged 65
		SP:Iteration 1F (17798.690000 sec): 3 clusters
  Score: Raw -36647.260452 + Penalty 1908.438282 = -34738.822171
  nChanged 20
		SP:Iteration 2F (17798.870000 sec): 3 clusters
  Score: Raw -36685.227324 + Penalty 1908.438282 = -34776.789043
  nChanged 10
		SP:Iteration 3Q (17799.050000 sec): 3 clusters
  Score: Raw -36721.103890 + Penalty 1908.438282 = -34812.665609
  nChanged 5
		SP:Iteration 4Q (17799.230000 sec): 3 clusters
  Score: Raw -36731.767068 + Penalty 1908.438282 = -34823.328787
  nChanged 3
		SP:Iteration 5Q (17799.430000 sec): 3 clusters
  Score: Raw -36737.606377 + Penalty 1908.438282 = -34829.168096
  nChanged 3
		SP:Iteration 6Q (17799.610000 sec): 3 clusters
  Score: Raw -36742.327531 + Penalty 1908.438282 = -34833.889249
  nChanged 2
		SP:Iteration 7Q (17799.800000 sec): 3 clusters
  Score: Raw -36745.336635 + Penalty 1908.438282 = -34836.898354
  nChanged 0
		SP:Iteration 8F (17799.990000 sec): 3 clusters
  Score: Raw -36745.336635 + Penalty 1908.438282 = -34836.898354
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 43 (139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17800.090000 sec): 2 clusters
  Score: Raw -9973.356607 + Penalty 801.852014 = -9171.504593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17800.280000 sec): 3 clusters
  Score: Raw -10218.956526 + Penalty 1603.704028 = -8615.252497
  nChanged 16
		SP:Iteration 1F (17800.490000 sec): 3 clusters
  Score: Raw -10334.937637 + Penalty 1603.704028 = -8731.233609
  nChanged 7
		SP:Iteration 2F (17800.680000 sec): 3 clusters
  Score: Raw -10366.995886 + Penalty 1603.704028 = -8763.291857
  nChanged 2
		SP:Iteration 3Q (17800.890000 sec): 3 clusters
  Score: Raw -10378.087475 + Penalty 1603.704028 = -8774.383447
  nChanged 2
		SP:Iteration 4Q (17801.100000 sec): 3 clusters
  Score: Raw -10389.188100 + Penalty 1603.704028 = -8785.484071
  nChanged 1
		SP:Iteration 5Q (17801.270000 sec): 3 clusters
  Score: Raw -10397.315743 + Penalty 1603.704028 = -8793.611715
  nChanged 1
		SP:Iteration 6Q (17801.470000 sec): 3 clusters
  Score: Raw -10401.915306 + Penalty 1603.704028 = -8798.211278
  nChanged 1
		SP:Iteration 7Q (17801.640000 sec): 3 clusters
  Score: Raw -10404.254274 + Penalty 1603.704028 = -8800.550246
  nChanged 1
		SP:Iteration 8Q (17801.880000 sec): 3 clusters
  Score: Raw -10407.265788 + Penalty 1603.704028 = -8803.561760
  nChanged 0
		SP:Iteration 9F (17802.060000 sec): 3 clusters
  Score: Raw -10407.265788 + Penalty 1603.704028 = -8803.561760
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 45 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17802.150000 sec): 2 clusters
  Score: Raw -55733.609927 + Penalty 1029.157940 = -54704.451988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17802.290000 sec): 3 clusters
  Score: Raw -55697.962458 + Penalty 2058.315879 = -53639.646579
  nChanged 147
		SP:Iteration 1F (17802.470000 sec): 3 clusters
  Score: Raw -55882.735173 + Penalty 2058.315879 = -53824.419293
  nChanged 44
		SP:Iteration 2F (17802.650000 sec): 3 clusters
  Score: Raw -55972.169662 + Penalty 2058.315879 = -53913.853783
  nChanged 25
		SP:Iteration 3Q (17802.810000 sec): 3 clusters
  Score: Raw -56029.282425 + Penalty 2058.315879 = -53970.966546
  nChanged 14
		SP:Iteration 4Q (17802.980000 sec): 3 clusters
  Score: Raw -56059.088163 + Penalty 2058.315879 = -54000.772284
  nChanged 10
		SP:Iteration 5Q (17803.170000 sec): 3 clusters
  Score: Raw -56094.871440 + Penalty 2058.315879 = -54036.555560
  nChanged 18
		SP:Iteration 6Q (17803.360000 sec): 3 clusters
  Score: Raw -56131.743005 + Penalty 2058.315879 = -54073.427126
  nChanged 11
		SP:Iteration 7Q (17803.540000 sec): 3 clusters
  Score: Raw -56160.270553 + Penalty 2058.315879 = -54101.954674
  nChanged 15
		SP:Iteration 8Q (17803.780000 sec): 3 clusters
  Score: Raw -56200.222753 + Penalty 2058.315879 = -54141.906874
  nChanged 15
		SP:Iteration 9Q (17803.970000 sec): 3 clusters
  Score: Raw -56243.846888 + Penalty 2058.315879 = -54185.531009
  nChanged 16
		SP:Iteration 10Q (17804.170000 sec): 3 clusters
  Score: Raw -56304.520930 + Penalty 2058.315879 = -54246.205051
  nChanged 18
		SP:Iteration 11Q (17804.340000 sec): 3 clusters
  Score: Raw -56383.930296 + Penalty 2058.315879 = -54325.614417
  nChanged 18
		SP:Iteration 12Q (17804.580000 sec): 3 clusters
  Score: Raw -56517.259916 + Penalty 2058.315879 = -54458.944036
  nChanged 24
		SP:Iteration 13Q (17804.770000 sec): 3 clusters
  Score: Raw -56822.924593 + Penalty 2058.315879 = -54764.608714
  nChanged 33
		SP:Iteration 14F (17804.920000 sec): 3 clusters
  Score: Raw -56900.472489 + Penalty 2058.315879 = -54842.156610
  nChanged 14
		SP:Iteration 15Q (17805.110000 sec): 3 clusters
  Score: Raw -56943.503356 + Penalty 2058.315879 = -54885.187476
  nChanged 11
		SP:Iteration 16Q (17805.300000 sec): 3 clusters
  Score: Raw -56959.711188 + Penalty 2058.315879 = -54901.395308
  nChanged 11
		SP:Iteration 17Q (17805.470000 sec): 3 clusters
  Score: Raw -56984.086932 + Penalty 2058.315879 = -54925.771053
  nChanged 7
		SP:Iteration 18Q (17805.640000 sec): 3 clusters
  Score: Raw -56997.567808 + Penalty 2058.315879 = -54939.251928
  nChanged 9
		SP:Iteration 19Q (17805.810000 sec): 3 clusters
  Score: Raw -57013.686183 + Penalty 2058.315879 = -54955.370304
  nChanged 4
		SP:Iteration 20F (17806.030000 sec): 3 clusters
  Score: Raw -57021.616004 + Penalty 2058.315879 = -54963.300125
  nChanged 3
		SP:Iteration 21Q (17806.240000 sec): 3 clusters
  Score: Raw -57027.038070 + Penalty 2058.315879 = -54968.722191
  nChanged 4
		SP:Iteration 22Q (17806.430000 sec): 3 clusters
  Score: Raw -57031.189311 + Penalty 2058.315879 = -54972.873432
  nChanged 1
		SP:Iteration 23Q (17806.640000 sec): 3 clusters
  Score: Raw -57034.665289 + Penalty 2058.315879 = -54976.349409
  nChanged 0
		SP:Iteration 24F (17806.820000 sec): 3 clusters
  Score: Raw -57034.665289 + Penalty 2058.315879 = -54976.349409
  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 11.19 GB.

 Trying to split cluster 46 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17806.930000 sec): 2 clusters
  Score: Raw -13500.312183 + Penalty 794.681733 = -12705.630450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17807.120000 sec): 3 clusters
  Score: Raw -13715.814473 + Penalty 1589.363467 = -12126.451007
  nChanged 15
		SP:Iteration 1F (17807.300000 sec): 3 clusters
  Score: Raw -13773.412739 + Penalty 1589.363467 = -12184.049273
  nChanged 7
		SP:Iteration 2F (17807.520000 sec): 3 clusters
  Score: Raw -13824.481828 + Penalty 1589.363467 = -12235.118361
  nChanged 6
		SP:Iteration 3Q (17807.640000 sec): 3 clusters
  Score: Raw -13856.518294 + Penalty 1589.363467 = -12267.154827
  nChanged 2
		SP:Iteration 4Q (17807.810000 sec): 3 clusters
  Score: Raw -13863.438836 + Penalty 1589.363467 = -12274.075369
  nChanged 1
		SP:Iteration 5Q (17808.000000 sec): 3 clusters
  Score: Raw -13870.286981 + Penalty 1589.363467 = -12280.923515
  nChanged 1
		SP:Iteration 6Q (17808.200000 sec): 3 clusters
  Score: Raw -13871.946340 + Penalty 1589.363467 = -12282.582873
  nChanged 0
		SP:Iteration 7F (17808.380000 sec): 3 clusters
  Score: Raw -13871.946340 + Penalty 1589.363467 = -12282.582873
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 48 (105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17808.440000 sec): 2 clusters
  Score: Raw -10930.676901 + Penalty 756.268557 = -10174.408344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17808.650000 sec): 3 clusters
  Score: Raw -11114.116314 + Penalty 1512.537114 = -9601.579200
  nChanged 1
		SP:Iteration 1Q (17808.800000 sec): 3 clusters
  Score: Raw -11119.818720 + Penalty 1512.537114 = -9607.281606
  nChanged 1
		SP:Iteration 2Q (17808.950000 sec): 3 clusters
  Score: Raw -11125.593547 + Penalty 1512.537114 = -9613.056433
  nChanged 1
		SP:Iteration 3Q (17809.150000 sec): 3 clusters
  Score: Raw -11139.970905 + Penalty 1512.537114 = -9627.433791
  nChanged 1
		SP:Iteration 4Q (17809.290000 sec): 3 clusters
  Score: Raw -11146.729615 + Penalty 1512.537114 = -9634.192501
  nChanged 0
		SP:Iteration 5F (17809.490000 sec): 3 clusters
  Score: Raw -11146.729615 + Penalty 1512.537114 = -9634.192501
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 49 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17809.590000 sec): 2 clusters
  Score: Raw -41056.373704 + Penalty 971.568937 = -40084.804767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17809.740000 sec): 3 clusters
  Score: Raw -41070.485678 + Penalty 1943.137874 = -39127.347804
  nChanged 78
		SP:Iteration 1F (17809.940000 sec): 3 clusters
  Score: Raw -41210.165370 + Penalty 1943.137874 = -39267.027497
  nChanged 28
		SP:Iteration 2F (17810.110000 sec): 3 clusters
  Score: Raw -41287.607268 + Penalty 1943.137874 = -39344.469394
  nChanged 22
		SP:Iteration 3F (17810.300000 sec): 3 clusters
  Score: Raw -41365.609351 + Penalty 1943.137874 = -39422.471477
  nChanged 23
		SP:Iteration 4F (17810.460000 sec): 3 clusters
  Score: Raw -41472.329189 + Penalty 1943.137874 = -39529.191315
  nChanged 20
		SP:Iteration 5F (17810.620000 sec): 3 clusters
  Score: Raw -41532.014857 + Penalty 1943.137874 = -39588.876984
  nChanged 10
		SP:Iteration 6Q (17810.840000 sec): 3 clusters
  Score: Raw -41561.604811 + Penalty 1943.137874 = -39618.466937
  nChanged 4
		SP:Iteration 7Q (17811.010000 sec): 3 clusters
  Score: Raw -41574.939996 + Penalty 1943.137874 = -39631.802122
  nChanged 4
		SP:Iteration 8Q (17811.180000 sec): 3 clusters
  Score: Raw -41581.366878 + Penalty 1943.137874 = -39638.229004
  nChanged 1
		SP:Iteration 9Q (17811.350000 sec): 3 clusters
  Score: Raw -41584.324317 + Penalty 1943.137874 = -39641.186443
  nChanged 3
		SP:Iteration 10Q (17811.540000 sec): 3 clusters
  Score: Raw -41590.041118 + Penalty 1943.137874 = -39646.903244
  nChanged 1
		SP:Iteration 11Q (17811.670000 sec): 3 clusters
  Score: Raw -41592.620550 + Penalty 1943.137874 = -39649.482676
  nChanged 0
		SP:Iteration 12F (17811.860000 sec): 3 clusters
  Score: Raw -41592.620550 + Penalty 1943.137874 = -39649.482676
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 50 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17811.940000 sec): 2 clusters
  Score: Raw -11229.828140 + Penalty 781.979958 = -10447.848182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17812.140000 sec): 3 clusters
  Score: Raw -11512.080616 + Penalty 1563.959915 = -9948.120700
  nChanged 17
		SP:Iteration 1F (17812.310000 sec): 3 clusters
  Score: Raw -11601.497434 + Penalty 1563.959915 = -10037.537518
  nChanged 7
		SP:Iteration 2F (17812.520000 sec): 3 clusters
  Score: Raw -11648.395436 + Penalty 1563.959915 = -10084.435521
  nChanged 5
		SP:Iteration 3Q (17812.680000 sec): 3 clusters
  Score: Raw -11674.131467 + Penalty 1563.959915 = -10110.171552
  nChanged 3
		SP:Iteration 4Q (17812.830000 sec): 3 clusters
  Score: Raw -11693.615177 + Penalty 1563.959915 = -10129.655261
  nChanged 1
		SP:Iteration 5Q (17813.000000 sec): 3 clusters
  Score: Raw -11696.528956 + Penalty 1563.959915 = -10132.569041
  nChanged 1
		SP:Iteration 6Q (17813.180000 sec): 3 clusters
  Score: Raw -11706.321083 + Penalty 1563.959915 = -10142.361168
  nChanged 0
		SP:Iteration 7F (17813.310000 sec): 3 clusters
  Score: Raw -11706.321083 + Penalty 1563.959915 = -10142.361168
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 51 (13682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17813.490000 sec): 2 clusters
  Score: Raw -1700289.804742 + Penalty 1547.623412 = -1698742.181330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17813.750000 sec): 3 clusters
  Score: Raw -1692313.258775 + Penalty 3095.246823 = -1689218.011952
  nChanged 5985
		SP:Iteration 1F (17813.990000 sec): 3 clusters
  Score: Raw -1695462.920597 + Penalty 3095.246823 = -1692367.673774
  nChanged 686
		SP:Iteration 2F (17814.270000 sec): 3 clusters
  Score: Raw -1695690.199148 + Penalty 3095.246823 = -1692594.952324
  nChanged 560
		SP:Iteration 3Q (17814.490000 sec): 3 clusters
  Score: Raw -1695859.568182 + Penalty 3095.246823 = -1692764.321359
  nChanged 492
		SP:Iteration 4Q (17814.730000 sec): 3 clusters
  Score: Raw -1696000.473818 + Penalty 3095.246823 = -1692905.226995
  nChanged 418
		SP:Iteration 5Q (17815.000000 sec): 3 clusters
  Score: Raw -1696116.255655 + Penalty 3095.246823 = -1693021.008832
  nChanged 393
		SP:Iteration 6Q (17815.260000 sec): 3 clusters
  Score: Raw -1696222.816994 + Penalty 3095.246823 = -1693127.570171
  nChanged 374
		SP:Iteration 7Q (17815.470000 sec): 3 clusters
  Score: Raw -1696335.985724 + Penalty 3095.246823 = -1693240.738901
  nChanged 373
		SP:Iteration 8Q (17815.770000 sec): 3 clusters
  Score: Raw -1696464.561923 + Penalty 3095.246823 = -1693369.315100
  nChanged 402
		SP:Iteration 9Q (17815.970000 sec): 3 clusters
  Score: Raw -1696628.605913 + Penalty 3095.246823 = -1693533.359089
  nChanged 448
		SP:Iteration 10Q (17816.210000 sec): 3 clusters
  Score: Raw -1696826.731603 + Penalty 3095.246823 = -1693731.484780
  nChanged 493
		SP:Iteration 11Q (17816.490000 sec): 3 clusters
  Score: Raw -1697064.402360 + Penalty 3095.246823 = -1693969.155537
  nChanged 524
		SP:Iteration 12Q (17816.710000 sec): 3 clusters
  Score: Raw -1697341.697290 + Penalty 3095.246823 = -1694246.450467
  nChanged 524
		SP:Iteration 13Q (17817.000000 sec): 3 clusters
  Score: Raw -1697637.324903 + Penalty 3095.246823 = -1694542.078080
  nChanged 515
		SP:Iteration 14Q (17817.230000 sec): 3 clusters
  Score: Raw -1697919.751264 + Penalty 3095.246823 = -1694824.504441
  nChanged 497
		SP:Iteration 15Q (17817.540000 sec): 3 clusters
  Score: Raw -1698189.529259 + Penalty 3095.246823 = -1695094.282436
  nChanged 479
		SP:Iteration 16Q (17817.760000 sec): 3 clusters
  Score: Raw -1698451.601586 + Penalty 3095.246823 = -1695356.354763
  nChanged 417
		SP:Iteration 17Q (17818.020000 sec): 3 clusters
  Score: Raw -1698669.736671 + Penalty 3095.246823 = -1695574.489848
  nChanged 367
		SP:Iteration 18Q (17818.220000 sec): 3 clusters
  Score: Raw -1698856.009119 + Penalty 3095.246823 = -1695760.762296
  nChanged 338
		SP:Iteration 19Q (17818.480000 sec): 3 clusters
  Score: Raw -1699017.308901 + Penalty 3095.246823 = -1695922.062078
  nChanged 265
		SP:Iteration 20F (17818.700000 sec): 3 clusters
  Score: Raw -1699136.707495 + Penalty 3095.246823 = -1696041.460672
  nChanged 229
		SP:Iteration 21Q (17819.010000 sec): 3 clusters
  Score: Raw -1699242.569392 + Penalty 3095.246823 = -1696147.322569
  nChanged 193
		SP:Iteration 22Q (17819.230000 sec): 3 clusters
  Score: Raw -1699322.769057 + Penalty 3095.246823 = -1696227.522233
  nChanged 166
		SP:Iteration 23Q (17819.450000 sec): 3 clusters
  Score: Raw -1699387.869928 + Penalty 3095.246823 = -1696292.623105
  nChanged 161
		SP:Iteration 24Q (17819.760000 sec): 3 clusters
  Score: Raw -1699456.705991 + Penalty 3095.246823 = -1696361.459167
  nChanged 177
		SP:Iteration 25Q (17820.010000 sec): 3 clusters
  Score: Raw -1699547.068112 + Penalty 3095.246823 = -1696451.821289
  nChanged 194
		SP:Iteration 26Q (17820.250000 sec): 3 clusters
  Score: Raw -1699647.528961 + Penalty 3095.246823 = -1696552.282137
  nChanged 186
		SP:Iteration 27Q (17820.510000 sec): 3 clusters
  Score: Raw -1699752.811570 + Penalty 3095.246823 = -1696657.564747
  nChanged 188
		SP:Iteration 28Q (17820.810000 sec): 3 clusters
  Score: Raw -1699862.206373 + Penalty 3095.246823 = -1696766.959549
  nChanged 170
		SP:Iteration 29Q (17821.060000 sec): 3 clusters
  Score: Raw -1699959.502752 + Penalty 3095.246823 = -1696864.255928
  nChanged 151
		SP:Iteration 30Q (17821.350000 sec): 3 clusters
  Score: Raw -1700041.357276 + Penalty 3095.246823 = -1696946.110452
  nChanged 140
		SP:Iteration 31Q (17821.590000 sec): 3 clusters
  Score: Raw -1700123.029804 + Penalty 3095.246823 = -1697027.782981
  nChanged 123
		SP:Iteration 32Q (17821.820000 sec): 3 clusters
  Score: Raw -1700203.544762 + Penalty 3095.246823 = -1697108.297939
  nChanged 123
		SP:Iteration 33Q (17822.050000 sec): 3 clusters
  Score: Raw -1700279.360116 + Penalty 3095.246823 = -1697184.113293
  nChanged 106
		SP:Iteration 34Q (17822.310000 sec): 3 clusters
  Score: Raw -1700352.313996 + Penalty 3095.246823 = -1697257.067173
  nChanged 94
		SP:Iteration 35Q (17822.580000 sec): 3 clusters
  Score: Raw -1700412.855519 + Penalty 3095.246823 = -1697317.608696
  nChanged 78
		SP:Iteration 36Q (17822.790000 sec): 3 clusters
  Score: Raw -1700471.751952 + Penalty 3095.246823 = -1697376.505129
  nChanged 84
		SP:Iteration 37Q (17823.010000 sec): 3 clusters
  Score: Raw -1700546.670617 + Penalty 3095.246823 = -1697451.423794
  nChanged 73
		SP:Iteration 38Q (17823.270000 sec): 3 clusters
  Score: Raw -1700609.987713 + Penalty 3095.246823 = -1697514.740890
  nChanged 62
		SP:Iteration 39Q (17823.470000 sec): 3 clusters
  Score: Raw -1700669.521340 + Penalty 3095.246823 = -1697574.274516
  nChanged 56
		SP:Iteration 40F (17823.720000 sec): 3 clusters
  Score: Raw -1700715.526011 + Penalty 3095.246823 = -1697620.279188
  nChanged 47
		SP:Iteration 41Q (17823.940000 sec): 3 clusters
  Score: Raw -1700754.509665 + Penalty 3095.246823 = -1697659.262842
  nChanged 43
		SP:Iteration 42Q (17824.170000 sec): 3 clusters
  Score: Raw -1700788.645358 + Penalty 3095.246823 = -1697693.398535
  nChanged 40
		SP:Iteration 43Q (17824.390000 sec): 3 clusters
  Score: Raw -1700817.133501 + Penalty 3095.246823 = -1697721.886678
  nChanged 29
		SP:Iteration 44Q (17824.610000 sec): 3 clusters
  Score: Raw -1700840.502979 + Penalty 3095.246823 = -1697745.256156
  nChanged 33
		SP:Iteration 45Q (17824.830000 sec): 3 clusters
  Score: Raw -1700866.510757 + Penalty 3095.246823 = -1697771.263934
  nChanged 28
		SP:Iteration 46Q (17825.060000 sec): 3 clusters
  Score: Raw -1700888.062465 + Penalty 3095.246823 = -1697792.815642
  nChanged 19
		SP:Iteration 47Q (17825.290000 sec): 3 clusters
  Score: Raw -1700900.558398 + Penalty 3095.246823 = -1697805.311575
  nChanged 15
		SP:Iteration 48Q (17825.550000 sec): 3 clusters
  Score: Raw -1700909.772547 + Penalty 3095.246823 = -1697814.525724
  nChanged 15
		SP:Iteration 49Q (17825.790000 sec): 3 clusters
  Score: Raw -1700916.312027 + Penalty 3095.246823 = -1697821.065204
  nChanged 9
		SP:Iteration 50Q (17826.020000 sec): 3 clusters
  Score: Raw -1700922.348298 + Penalty 3095.246823 = -1697827.101475
  nChanged 4
		SP:Iteration 51Q (17826.260000 sec): 3 clusters
  Score: Raw -1700924.665965 + Penalty 3095.246823 = -1697829.419142
  nChanged 6
		SP:Iteration 52Q (17826.500000 sec): 3 clusters
  Score: Raw -1700927.308300 + Penalty 3095.246823 = -1697832.061476
  nChanged 3
		SP:Iteration 53Q (17826.780000 sec): 3 clusters
  Score: Raw -1700928.619681 + Penalty 3095.246823 = -1697833.372858
  nChanged 1
		SP:Iteration 54Q (17827.030000 sec): 3 clusters
  Score: Raw -1700928.914509 + Penalty 3095.246823 = -1697833.667685
  nChanged 1
		SP:Iteration 55Q (17827.250000 sec): 3 clusters
  Score: Raw -1700929.274123 + Penalty 3095.246823 = -1697834.027300
  nChanged 1
		SP:Iteration 56Q (17827.570000 sec): 3 clusters
  Score: Raw -1700929.736647 + Penalty 3095.246823 = -1697834.489824
  nChanged 2
		SP:Iteration 57Q (17827.770000 sec): 3 clusters
  Score: Raw -1700930.340821 + Penalty 3095.246823 = -1697835.093998
  nChanged 2
		SP:Iteration 58Q (17827.990000 sec): 3 clusters
  Score: Raw -1700931.037627 + Penalty 3095.246823 = -1697835.790804
  nChanged 0
		SP:Iteration 59F (17828.240000 sec): 3 clusters
  Score: Raw -1700931.037627 + Penalty 3095.246823 = -1697835.790804
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 52 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17828.370000 sec): 2 clusters
  Score: Raw -51692.884013 + Penalty 999.126098 = -50693.757915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17828.600000 sec): 3 clusters
  Score: Raw -51643.800364 + Penalty 1998.252196 = -49645.548168
  nChanged 109
		SP:Iteration 1F (17828.790000 sec): 3 clusters
  Score: Raw -51810.101447 + Penalty 1998.252196 = -49811.849251
  nChanged 24
		SP:Iteration 2F (17828.980000 sec): 3 clusters
  Score: Raw -51861.020295 + Penalty 1998.252196 = -49862.768099
  nChanged 15
		SP:Iteration 3Q (17829.170000 sec): 3 clusters
  Score: Raw -51891.022188 + Penalty 1998.252196 = -49892.769992
  nChanged 12
		SP:Iteration 4Q (17829.350000 sec): 3 clusters
  Score: Raw -51923.045452 + Penalty 1998.252196 = -49924.793255
  nChanged 10
		SP:Iteration 5Q (17829.510000 sec): 3 clusters
  Score: Raw -51939.066484 + Penalty 1998.252196 = -49940.814288
  nChanged 5
		SP:Iteration 6Q (17829.670000 sec): 3 clusters
  Score: Raw -51952.762313 + Penalty 1998.252196 = -49954.510117
  nChanged 4
		SP:Iteration 7Q (17829.850000 sec): 3 clusters
  Score: Raw -51959.261551 + Penalty 1998.252196 = -49961.009355
  nChanged 2
		SP:Iteration 8Q (17829.970000 sec): 3 clusters
  Score: Raw -51967.380909 + Penalty 1998.252196 = -49969.128713
  nChanged 3
		SP:Iteration 9Q (17830.140000 sec): 3 clusters
  Score: Raw -51972.166621 + Penalty 1998.252196 = -49973.914425
  nChanged 3
		SP:Iteration 10Q (17830.310000 sec): 3 clusters
  Score: Raw -51980.093166 + Penalty 1998.252196 = -49981.840970
  nChanged 4
		SP:Iteration 11Q (17830.470000 sec): 3 clusters
  Score: Raw -51988.533867 + Penalty 1998.252196 = -49990.281670
  nChanged 2
		SP:Iteration 12Q (17830.620000 sec): 3 clusters
  Score: Raw -51995.377344 + Penalty 1998.252196 = -49997.125147
  nChanged 3
		SP:Iteration 13Q (17830.780000 sec): 3 clusters
  Score: Raw -51998.932692 + Penalty 1998.252196 = -50000.680496
  nChanged 2
		SP:Iteration 14Q (17830.930000 sec): 3 clusters
  Score: Raw -52005.369255 + Penalty 1998.252196 = -50007.117059
  nChanged 1
		SP:Iteration 15Q (17831.110000 sec): 3 clusters
  Score: Raw -52009.655703 + Penalty 1998.252196 = -50011.403507
  nChanged 1
		SP:Iteration 16Q (17831.320000 sec): 3 clusters
  Score: Raw -52011.016597 + Penalty 1998.252196 = -50012.764401
  nChanged 1
		SP:Iteration 17Q (17831.510000 sec): 3 clusters
  Score: Raw -52012.621963 + Penalty 1998.252196 = -50014.369766
  nChanged 0
		SP:Iteration 18F (17831.730000 sec): 3 clusters
  Score: Raw -52012.621963 + Penalty 1998.252196 = -50014.369766
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 53 (4605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17831.830000 sec): 2 clusters
  Score: Raw -539551.107046 + Penalty 1370.670917 = -538180.436129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17832.060000 sec): 3 clusters
  Score: Raw -537181.497066 + Penalty 2741.341833 = -534440.155232
  nChanged 1843
		SP:Iteration 1F (17832.270000 sec): 3 clusters
  Score: Raw -538206.274056 + Penalty 2741.341833 = -535464.932223
  nChanged 334
		SP:Iteration 2F (17832.480000 sec): 3 clusters
  Score: Raw -538396.276990 + Penalty 2741.341833 = -535654.935156
  nChanged 258
		SP:Iteration 3F (17832.650000 sec): 3 clusters
  Score: Raw -538529.883133 + Penalty 2741.341833 = -535788.541299
  nChanged 191
		SP:Iteration 4Q (17832.840000 sec): 3 clusters
  Score: Raw -538631.242033 + Penalty 2741.341833 = -535889.900199
  nChanged 167
		SP:Iteration 5Q (17833.010000 sec): 3 clusters
  Score: Raw -538724.264512 + Penalty 2741.341833 = -535982.922679
  nChanged 168
		SP:Iteration 6Q (17833.200000 sec): 3 clusters
  Score: Raw -538802.996473 + Penalty 2741.341833 = -536061.654640
  nChanged 143
		SP:Iteration 7Q (17833.410000 sec): 3 clusters
  Score: Raw -538877.611444 + Penalty 2741.341833 = -536136.269610
  nChanged 122
		SP:Iteration 8Q (17833.610000 sec): 3 clusters
  Score: Raw -538938.254544 + Penalty 2741.341833 = -536196.912710
  nChanged 103
		SP:Iteration 9Q (17833.810000 sec): 3 clusters
  Score: Raw -538987.931735 + Penalty 2741.341833 = -536246.589902
  nChanged 108
		SP:Iteration 10Q (17834.030000 sec): 3 clusters
  Score: Raw -539041.918228 + Penalty 2741.341833 = -536300.576395
  nChanged 98
		SP:Iteration 11Q (17834.190000 sec): 3 clusters
  Score: Raw -539093.170095 + Penalty 2741.341833 = -536351.828262
  nChanged 86
		SP:Iteration 12Q (17834.410000 sec): 3 clusters
  Score: Raw -539145.645857 + Penalty 2741.341833 = -536404.304023
  nChanged 84
		SP:Iteration 13Q (17834.560000 sec): 3 clusters
  Score: Raw -539198.739541 + Penalty 2741.341833 = -536457.397708
  nChanged 90
		SP:Iteration 14Q (17834.740000 sec): 3 clusters
  Score: Raw -539253.946998 + Penalty 2741.341833 = -536512.605164
  nChanged 97
		SP:Iteration 15Q (17834.910000 sec): 3 clusters
  Score: Raw -539317.239267 + Penalty 2741.341833 = -536575.897433
  nChanged 89
		SP:Iteration 16Q (17835.110000 sec): 3 clusters
  Score: Raw -539375.075822 + Penalty 2741.341833 = -536633.733989
  nChanged 71
		SP:Iteration 17Q (17835.290000 sec): 3 clusters
  Score: Raw -539419.718671 + Penalty 2741.341833 = -536678.376838
  nChanged 59
		SP:Iteration 18Q (17835.480000 sec): 3 clusters
  Score: Raw -539460.417632 + Penalty 2741.341833 = -536719.075799
  nChanged 49
		SP:Iteration 19Q (17835.680000 sec): 3 clusters
  Score: Raw -539490.661979 + Penalty 2741.341833 = -536749.320146
  nChanged 34
		SP:Iteration 20F (17835.880000 sec): 3 clusters
  Score: Raw -539512.471470 + Penalty 2741.341833 = -536771.129637
  nChanged 40
		SP:Iteration 21Q (17836.060000 sec): 3 clusters
  Score: Raw -539539.869167 + Penalty 2741.341833 = -536798.527334
  nChanged 29
		SP:Iteration 22Q (17836.220000 sec): 3 clusters
  Score: Raw -539561.277515 + Penalty 2741.341833 = -536819.935682
  nChanged 23
		SP:Iteration 23Q (17836.410000 sec): 3 clusters
  Score: Raw -539579.395490 + Penalty 2741.341833 = -536838.053657
  nChanged 24
		SP:Iteration 24Q (17836.560000 sec): 3 clusters
  Score: Raw -539598.936236 + Penalty 2741.341833 = -536857.594402
  nChanged 23
		SP:Iteration 25Q (17836.740000 sec): 3 clusters
  Score: Raw -539617.354733 + Penalty 2741.341833 = -536876.012899
  nChanged 18
		SP:Iteration 26Q (17836.910000 sec): 3 clusters
  Score: Raw -539631.917983 + Penalty 2741.341833 = -536890.576150
  nChanged 18
		SP:Iteration 27Q (17837.120000 sec): 3 clusters
  Score: Raw -539647.588501 + Penalty 2741.341833 = -536906.246667
  nChanged 23
		SP:Iteration 28Q (17837.310000 sec): 3 clusters
  Score: Raw -539665.189451 + Penalty 2741.341833 = -536923.847618
  nChanged 16
		SP:Iteration 29Q (17837.510000 sec): 3 clusters
  Score: Raw -539677.984393 + Penalty 2741.341833 = -536936.642560
  nChanged 11
		SP:Iteration 30Q (17837.680000 sec): 3 clusters
  Score: Raw -539689.467478 + Penalty 2741.341833 = -536948.125645
  nChanged 9
		SP:Iteration 31Q (17837.900000 sec): 3 clusters
  Score: Raw -539699.122732 + Penalty 2741.341833 = -536957.780899
  nChanged 6
		SP:Iteration 32Q (17838.030000 sec): 3 clusters
  Score: Raw -539703.954598 + Penalty 2741.341833 = -536962.612765
  nChanged 7
		SP:Iteration 33Q (17838.200000 sec): 3 clusters
  Score: Raw -539708.659288 + Penalty 2741.341833 = -536967.317455
  nChanged 6
		SP:Iteration 34Q (17838.430000 sec): 3 clusters
  Score: Raw -539712.509193 + Penalty 2741.341833 = -536971.167360
  nChanged 3
		SP:Iteration 35Q (17838.580000 sec): 3 clusters
  Score: Raw -539713.947104 + Penalty 2741.341833 = -536972.605271
  nChanged 3
		SP:Iteration 36Q (17838.810000 sec): 3 clusters
  Score: Raw -539716.923204 + Penalty 2741.341833 = -536975.581370
  nChanged 3
		SP:Iteration 37Q (17839.040000 sec): 3 clusters
  Score: Raw -539718.716887 + Penalty 2741.341833 = -536977.375054
  nChanged 3
		SP:Iteration 38Q (17839.270000 sec): 3 clusters
  Score: Raw -539721.015082 + Penalty 2741.341833 = -536979.673249
  nChanged 1
		SP:Iteration 39Q (17839.460000 sec): 3 clusters
  Score: Raw -539721.405680 + Penalty 2741.341833 = -536980.063847
  nChanged 1
		SP:Iteration 40F (17839.670000 sec): 3 clusters
  Score: Raw -539722.126025 + Penalty 2741.341833 = -536980.784192
  nChanged 2
		SP:Iteration 41Q (17839.840000 sec): 3 clusters
  Score: Raw -539723.504575 + Penalty 2741.341833 = -536982.162741
  nChanged 0
		SP:Iteration 42F (17840.020000 sec): 3 clusters
  Score: Raw -539723.504575 + Penalty 2741.341833 = -536982.162741
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 54 (264847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17841.290000 sec): 2 clusters
  Score: Raw -28224702.388044 + Penalty 2029.122482 = -28222673.265562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17842.660000 sec): 3 clusters
  Score: Raw -28048566.451199 + Penalty 4058.244963 = -28044508.206236
  nChanged 128711
		SP:Iteration 1F (17844.200000 sec): 3 clusters
  Score: Raw -28127388.818142 + Penalty 4058.244963 = -28123330.573179
  nChanged 9690
		SP:Iteration 2Q (17845.770000 sec): 3 clusters
  Score: Raw -28130403.256236 + Penalty 4058.244963 = -28126345.011273
  nChanged 10909
		SP:Iteration 3Q (17847.280000 sec): 3 clusters
  Score: Raw -28134339.858557 + Penalty 4058.244963 = -28130281.613593
  nChanged 12094
		SP:Iteration 4Q (17848.790000 sec): 3 clusters
  Score: Raw -28139498.261933 + Penalty 4058.244963 = -28135440.016970
  nChanged 13568
		SP:Iteration 5F (17850.240000 sec): 3 clusters
  Score: Raw -28146192.769146 + Penalty 4058.244963 = -28142134.524183
  nChanged 14807
		SP:Iteration 6F (17851.710000 sec): 3 clusters
  Score: Raw -28154381.702156 + Penalty 4058.244963 = -28150323.457193
  nChanged 15418
		SP:Iteration 7F (17853.080000 sec): 3 clusters
  Score: Raw -28163830.737742 + Penalty 4058.244963 = -28159772.492778
  nChanged 15140
		SP:Iteration 8F (17854.430000 sec): 3 clusters
  Score: Raw -28173220.019462 + Penalty 4058.244963 = -28169161.774499
  nChanged 13380
		SP:Iteration 9F (17855.800000 sec): 3 clusters
  Score: Raw -28180916.826852 + Penalty 4058.244963 = -28176858.581888
  nChanged 10957
		SP:Iteration 10Q (17857.140000 sec): 3 clusters
  Score: Raw -28186253.760927 + Penalty 4058.244963 = -28182195.515964
  nChanged 8247
		SP:Iteration 11Q (17858.530000 sec): 3 clusters
  Score: Raw -28189422.093472 + Penalty 4058.244963 = -28185363.848509
  nChanged 6297
		SP:Iteration 12Q (17859.800000 sec): 3 clusters
  Score: Raw -28191525.444563 + Penalty 4058.244963 = -28187467.199599
  nChanged 5308
		SP:Iteration 13Q (17861.140000 sec): 3 clusters
  Score: Raw -28193253.059024 + Penalty 4058.244963 = -28189194.814061
  nChanged 4927
		SP:Iteration 14Q (17862.520000 sec): 3 clusters
  Score: Raw -28194926.331771 + Penalty 4058.244963 = -28190868.086807
  nChanged 4960
		SP:Iteration 15Q (17863.880000 sec): 3 clusters
  Score: Raw -28196691.846018 + Penalty 4058.244963 = -28192633.601055
  nChanged 5004
		SP:Iteration 16Q (17865.270000 sec): 3 clusters
  Score: Raw -28198603.544512 + Penalty 4058.244963 = -28194545.299549
  nChanged 5148
		SP:Iteration 17Q (17866.550000 sec): 3 clusters
  Score: Raw -28200647.074127 + Penalty 4058.244963 = -28196588.829164
  nChanged 5124
		SP:Iteration 18Q (17867.910000 sec): 3 clusters
  Score: Raw -28202779.384917 + Penalty 4058.244963 = -28198721.139953
  nChanged 5110
		SP:Iteration 19Q (17869.240000 sec): 3 clusters
  Score: Raw -28205044.999128 + Penalty 4058.244963 = -28200986.754165
  nChanged 5066
		SP:Iteration 20F (17870.710000 sec): 3 clusters
  Score: Raw -28207419.529078 + Penalty 4058.244963 = -28203361.284114
  nChanged 4970
		SP:Iteration 21Q (17872.110000 sec): 3 clusters
  Score: Raw -28209934.931962 + Penalty 4058.244963 = -28205876.686998
  nChanged 4872
		SP:Iteration 22Q (17873.610000 sec): 3 clusters
  Score: Raw -28212567.637331 + Penalty 4058.244963 = -28208509.392368
  nChanged 4498
		SP:Iteration 23Q (17874.950000 sec): 3 clusters
  Score: Raw -28215138.054591 + Penalty 4058.244963 = -28211079.809628
  nChanged 4071
		SP:Iteration 24Q (17876.250000 sec): 3 clusters
  Score: Raw -28217600.762707 + Penalty 4058.244963 = -28213542.517743
  nChanged 3470
		SP:Iteration 25Q (17877.430000 sec): 3 clusters
  Score: Raw -28219742.780597 + Penalty 4058.244963 = -28215684.535634
  nChanged 2770
		SP:Iteration 26Q (17878.570000 sec): 3 clusters
  Score: Raw -28221474.015568 + Penalty 4058.244963 = -28217415.770604
  nChanged 2111
		SP:Iteration 27Q (17879.800000 sec): 3 clusters
  Score: Raw -28222793.213888 + Penalty 4058.244963 = -28218734.968925
  nChanged 1442
		SP:Iteration 28Q (17881.050000 sec): 3 clusters
  Score: Raw -28223652.945441 + Penalty 4058.244963 = -28219594.700478
  nChanged 940
		SP:Iteration 29Q (17882.300000 sec): 3 clusters
  Score: Raw -28224209.690583 + Penalty 4058.244963 = -28220151.445619
  nChanged 598
		SP:Iteration 30Q (17883.500000 sec): 3 clusters
  Score: Raw -28224557.965476 + Penalty 4058.244963 = -28220499.720512
  nChanged 367
		SP:Iteration 31Q (17884.810000 sec): 3 clusters
  Score: Raw -28224770.752146 + Penalty 4058.244963 = -28220712.507183
  nChanged 257
		SP:Iteration 32Q (17886.090000 sec): 3 clusters
  Score: Raw -28224911.632950 + Penalty 4058.244963 = -28220853.387986
  nChanged 178
		SP:Iteration 33Q (17887.340000 sec): 3 clusters
  Score: Raw -28225018.462134 + Penalty 4058.244963 = -28220960.217170
  nChanged 133
		SP:Iteration 34Q (17888.680000 sec): 3 clusters
  Score: Raw -28225098.946262 + Penalty 4058.244963 = -28221040.701299
  nChanged 95
		SP:Iteration 35Q (17889.910000 sec): 3 clusters
  Score: Raw -28225145.954017 + Penalty 4058.244963 = -28221087.709054
  nChanged 65
		SP:Iteration 36Q (17891.210000 sec): 3 clusters
  Score: Raw -28225175.432739 + Penalty 4058.244963 = -28221117.187776
  nChanged 54
		SP:Iteration 37Q (17892.390000 sec): 3 clusters
  Score: Raw -28225200.033773 + Penalty 4058.244963 = -28221141.788809
  nChanged 34
		SP:Iteration 38Q (17893.680000 sec): 3 clusters
  Score: Raw -28225219.527145 + Penalty 4058.244963 = -28221161.282181
  nChanged 28
		SP:Iteration 39Q (17895.120000 sec): 3 clusters
  Score: Raw -28225233.374948 + Penalty 4058.244963 = -28221175.129985
  nChanged 22
		SP:Iteration 40F (17896.500000 sec): 3 clusters
  Score: Raw -28225243.836140 + Penalty 4058.244963 = -28221185.591176
  nChanged 29
		SP:Iteration 41Q (17897.750000 sec): 3 clusters
  Score: Raw -28225257.495499 + Penalty 4058.244963 = -28221199.250535
  nChanged 26
		SP:Iteration 42Q (17898.990000 sec): 3 clusters
  Score: Raw -28225269.399728 + Penalty 4058.244963 = -28221211.154764
  nChanged 19
		SP:Iteration 43Q (17900.310000 sec): 3 clusters
  Score: Raw -28225276.337314 + Penalty 4058.244963 = -28221218.092351
  nChanged 14
		SP:Iteration 44Q (17901.530000 sec): 3 clusters
  Score: Raw -28225282.056770 + Penalty 4058.244963 = -28221223.811807
  nChanged 17
		SP:Iteration 45Q (17902.800000 sec): 3 clusters
  Score: Raw -28225289.858691 + Penalty 4058.244963 = -28221231.613727
  nChanged 19
		SP:Iteration 46Q (17904.110000 sec): 3 clusters
  Score: Raw -28225296.664486 + Penalty 4058.244963 = -28221238.419522
  nChanged 15
		SP:Iteration 47Q (17905.420000 sec): 3 clusters
  Score: Raw -28225303.600129 + Penalty 4058.244963 = -28221245.355166
  nChanged 11
		SP:Iteration 48Q (17906.720000 sec): 3 clusters
  Score: Raw -28225309.522930 + Penalty 4058.244963 = -28221251.277967
  nChanged 10
		SP:Iteration 49Q (17907.960000 sec): 3 clusters
  Score: Raw -28225312.644815 + Penalty 4058.244963 = -28221254.399851
  nChanged 9
		SP:Iteration 50Q (17909.410000 sec): 3 clusters
  Score: Raw -28225315.085430 + Penalty 4058.244963 = -28221256.840466
  nChanged 5
		SP:Iteration 51Q (17910.700000 sec): 3 clusters
  Score: Raw -28225316.993127 + Penalty 4058.244963 = -28221258.748163
  nChanged 2
		SP:Iteration 52Q (17912.080000 sec): 3 clusters
  Score: Raw -28225317.722234 + Penalty 4058.244963 = -28221259.477271
  nChanged 0
		SP:Iteration 53F (17913.520000 sec): 3 clusters
  Score: Raw -28225317.722234 + Penalty 4058.244963 = -28221259.477271
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 55 (451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17913.760000 sec): 2 clusters
  Score: Raw -53837.090135 + Penalty 993.113443 = -52843.976692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17913.990000 sec): 3 clusters
  Score: Raw -53779.233873 + Penalty 1986.226885 = -51793.006987
  nChanged 97
		SP:Iteration 1F (17914.190000 sec): 3 clusters
  Score: Raw -53921.560261 + Penalty 1986.226885 = -51935.333375
  nChanged 26
		SP:Iteration 2F (17914.390000 sec): 3 clusters
  Score: Raw -53977.581297 + Penalty 1986.226885 = -51991.354412
  nChanged 11
		SP:Iteration 3Q (17914.620000 sec): 3 clusters
  Score: Raw -53991.533837 + Penalty 1986.226885 = -52005.306952
  nChanged 5
		SP:Iteration 4Q (17914.860000 sec): 3 clusters
  Score: Raw -53998.106403 + Penalty 1986.226885 = -52011.879518
  nChanged 5
		SP:Iteration 5Q (17915.090000 sec): 3 clusters
  Score: Raw -54004.481927 + Penalty 1986.226885 = -52018.255042
  nChanged 3
		SP:Iteration 6Q (17915.250000 sec): 3 clusters
  Score: Raw -54009.187326 + Penalty 1986.226885 = -52022.960441
  nChanged 3
		SP:Iteration 7Q (17915.510000 sec): 3 clusters
  Score: Raw -54012.315640 + Penalty 1986.226885 = -52026.088754
  nChanged 1
		SP:Iteration 8Q (17915.800000 sec): 3 clusters
  Score: Raw -54014.001598 + Penalty 1986.226885 = -52027.774713
  nChanged 1
		SP:Iteration 9Q (17915.950000 sec): 3 clusters
  Score: Raw -54016.861013 + Penalty 1986.226885 = -52030.634127
  nChanged 0
		SP:Iteration 10F (17916.140000 sec): 3 clusters
  Score: Raw -54016.861013 + Penalty 1986.226885 = -52030.634127
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 56 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17916.220000 sec): 2 clusters
  Score: Raw -40653.329590 + Penalty 942.844236 = -39710.485354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17916.420000 sec): 3 clusters
  Score: Raw -40710.588853 + Penalty 1885.688472 = -38824.900381
  nChanged 50
		SP:Iteration 1F (17916.620000 sec): 3 clusters
  Score: Raw -40802.384189 + Penalty 1885.688472 = -38916.695717
  nChanged 11
		SP:Iteration 2Q (17916.780000 sec): 3 clusters
  Score: Raw -40819.400327 + Penalty 1885.688472 = -38933.711855
  nChanged 3
		SP:Iteration 3Q (17917.000000 sec): 3 clusters
  Score: Raw -40823.227126 + Penalty 1885.688472 = -38937.538654
  nChanged 1
		SP:Iteration 4Q (17917.160000 sec): 3 clusters
  Score: Raw -40823.868038 + Penalty 1885.688472 = -38938.179566
  nChanged 0
		SP:Iteration 5F (17917.310000 sec): 3 clusters
  Score: Raw -40823.868038 + Penalty 1885.688472 = -38938.179566
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 57 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17917.400000 sec): 2 clusters
  Score: Raw -24822.979145 + Penalty 884.392878 = -23938.586267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17917.600000 sec): 3 clusters
  Score: Raw -24901.049479 + Penalty 1768.785756 = -23132.263723
  nChanged 34
		SP:Iteration 1F (17917.770000 sec): 3 clusters
  Score: Raw -24978.708188 + Penalty 1768.785756 = -23209.922432
  nChanged 3
		SP:Iteration 2Q (17917.940000 sec): 3 clusters
  Score: Raw -24990.800233 + Penalty 1768.785756 = -23222.014477
  nChanged 4
		SP:Iteration 3Q (17918.130000 sec): 3 clusters
  Score: Raw -25004.779813 + Penalty 1768.785756 = -23235.994057
  nChanged 4
		SP:Iteration 4Q (17918.290000 sec): 3 clusters
  Score: Raw -25010.503090 + Penalty 1768.785756 = -23241.717334
  nChanged 1
		SP:Iteration 5Q (17918.460000 sec): 3 clusters
  Score: Raw -25011.610602 + Penalty 1768.785756 = -23242.824847
  nChanged 0
		SP:Iteration 6F (17918.660000 sec): 3 clusters
  Score: Raw -25011.610602 + Penalty 1768.785756 = -23242.824847
  nChanged 0
Iteration 179Q (18004.000000 sec): 60 clusters
  Score: Raw -169083801.731087 + Penalty 136674.465309 = -168947127.265778
  nChanged 4398
Iteration 180F (18149.990000 sec): 60 clusters
  Score: Raw -169085049.657332 + Penalty 136674.465309 = -168948375.192023
  nChanged 3927
Deleting Class 52 (419 points): Lose 2294.012451 but Gain 2316.516361
Iteration 181Q (18247.510000 sec): 59 clusters
  Score: Raw -169083513.427168 + Penalty 134357.948948 = -168949155.478221
  nChanged 3722
Iteration 182Q (18333.090000 sec): 59 clusters
  Score: Raw -169085516.112818 + Penalty 134357.948948 = -168951158.163870
  nChanged 2985
Iteration 183Q (18426.720000 sec): 59 clusters
  Score: Raw -169085994.471479 + Penalty 134357.948948 = -168951636.522531
  nChanged 2775
Iteration 184Q (18519.980000 sec): 59 clusters
  Score: Raw -169086326.327875 + Penalty 134357.948948 = -168951968.378927
  nChanged 2655
Iteration 185Q (18614.910000 sec): 59 clusters
  Score: Raw -169086566.531934 + Penalty 134357.948948 = -168952208.582986
  nChanged 2533
Iteration 186Q (18715.490000 sec): 59 clusters
  Score: Raw -169086789.380421 + Penalty 134357.948948 = -168952431.431474
  nChanged 2385
Iteration 187Q (18806.620000 sec): 59 clusters
  Score: Raw -169086996.071072 + Penalty 134357.948948 = -168952638.122124
  nChanged 2360
Iteration 188Q (18898.490000 sec): 59 clusters
  Score: Raw -169087184.764093 + Penalty 134357.948948 = -168952826.815146
  nChanged 2403
Iteration 189Q (18986.000000 sec): 59 clusters
  Score: Raw -169087372.113245 + Penalty 134357.948948 = -168953014.164297
  nChanged 2330
Iteration 190Q (19087.750000 sec): 59 clusters
  Score: Raw -169087532.150961 + Penalty 134357.948948 = -168953174.202014
  nChanged 2214
Iteration 191Q (19177.380000 sec): 59 clusters
  Score: Raw -169087663.198113 + Penalty 134357.948948 = -168953305.249166
  nChanged 1937
Iteration 192Q (19272.410000 sec): 59 clusters
  Score: Raw -169087758.266773 + Penalty 134357.948948 = -168953400.317826
  nChanged 1799
Iteration 193Q (19372.690000 sec): 59 clusters
  Score: Raw -169087844.204088 + Penalty 134357.948948 = -168953486.255140
  nChanged 1723
Iteration 194Q (19469.540000 sec): 59 clusters
  Score: Raw -169087922.629717 + Penalty 134357.948948 = -168953564.680769
  nChanged 1599
Iteration 195Q (19561.760000 sec): 59 clusters
  Score: Raw -169087994.619523 + Penalty 134357.948948 = -168953636.670575
  nChanged 1576
Iteration 196Q (19658.060000 sec): 59 clusters
  Score: Raw -169088058.699028 + Penalty 134357.948948 = -168953700.750080
  nChanged 1546
Iteration 197Q (19752.750000 sec): 59 clusters
  Score: Raw -169088124.458468 + Penalty 134357.948948 = -168953766.509521
  nChanged 1489
Iteration 198Q (19853.620000 sec): 59 clusters
  Score: Raw -169088181.489257 + Penalty 134357.948948 = -168953823.540309
  nChanged 1398
Iteration 199Q (19954.300000 sec): 59 clusters
  Score: Raw -169088235.982841 + Penalty 134357.948948 = -168953878.033893
  nChanged 1413
Iteration 200F (20124.410000 sec): 59 clusters
  Score: Raw -169088452.867008 + Penalty 134357.948948 = -168954094.918060
  nChanged 1438
Iteration 201Q (20223.600000 sec): 59 clusters
  Score: Raw -169088581.684304 + Penalty 134357.948948 = -168954223.735357
  nChanged 1511
Iteration 202Q (20323.170000 sec): 59 clusters
  Score: Raw -169088679.618117 + Penalty 134357.948948 = -168954321.669169
  nChanged 1443
Iteration 203Q (20430.660000 sec): 59 clusters
  Score: Raw -169088753.735131 + Penalty 134357.948948 = -168954395.786183
  nChanged 1403
Iteration 204Q (20542.340000 sec): 59 clusters
  Score: Raw -169088820.948371 + Penalty 134357.948948 = -168954462.999424
  nChanged 1362
Iteration 205Q (20637.500000 sec): 59 clusters
  Score: Raw -169088891.234041 + Penalty 134357.948948 = -168954533.285093
  nChanged 1307
Iteration 206Q (20728.720000 sec): 59 clusters
  Score: Raw -169088979.350512 + Penalty 134357.948948 = -168954621.401564
  nChanged 1275
Iteration 207Q (20809.560000 sec): 59 clusters
  Score: Raw -169089041.644111 + Penalty 134357.948948 = -168954683.695163
  nChanged 1218
Iteration 208Q (20908.710000 sec): 59 clusters
  Score: Raw -169089101.718236 + Penalty 134357.948948 = -168954743.769289
  nChanged 1117
Iteration 209Q (21016.180000 sec): 59 clusters
  Score: Raw -169089140.693138 + Penalty 134357.948948 = -168954782.744190
  nChanged 1099
Iteration 210Q (21122.930000 sec): 59 clusters
  Score: Raw -169089173.252386 + Penalty 134357.948948 = -168954815.303438
  nChanged 1014
Iteration 211Q (21219.000000 sec): 59 clusters
  Score: Raw -169089203.385314 + Penalty 134357.948948 = -168954845.436366
  nChanged 1044
Iteration 212Q (21305.880000 sec): 59 clusters
  Score: Raw -169089236.936864 + Penalty 134357.948948 = -168954878.987916
  nChanged 1027
Iteration 213Q (21387.550000 sec): 59 clusters
  Score: Raw -169089271.579474 + Penalty 134357.948948 = -168954913.630526
  nChanged 1033
Iteration 214Q (21463.940000 sec): 59 clusters
  Score: Raw -169089306.106456 + Penalty 134357.948948 = -168954948.157508
  nChanged 1019
Iteration 215Q (21543.090000 sec): 59 clusters
  Score: Raw -169089340.376101 + Penalty 134357.948948 = -168954982.427153
  nChanged 1025
Iteration 216Q (21632.410000 sec): 59 clusters
  Score: Raw -169089372.680450 + Penalty 134357.948948 = -168955014.731502
  nChanged 991
Iteration 217Q (21728.830000 sec): 59 clusters
  Score: Raw -169089401.709993 + Penalty 134357.948948 = -168955043.761045
  nChanged 963
Iteration 218Q (21822.860000 sec): 59 clusters
  Score: Raw -169089429.246289 + Penalty 134357.948948 = -168955071.297342
  nChanged 929
Writing temp clu file 
Because OldScore, -168955043.761045, is greater than current (better) Score,-168955071.297342 
 Compute initial score before splitting:   Score: Raw -169089429.246289 + Penalty 134357.948948 = -168955071.297342
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (29906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21823.590000 sec): 2 clusters
  Score: Raw -2923094.147696 + Penalty 1674.694841 = -2921419.452855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21823.950000 sec): 3 clusters
  Score: Raw -2904649.760948 + Penalty 3349.389683 = -2901300.371265
  nChanged 13768
		SP:Iteration 1F (21824.290000 sec): 3 clusters
  Score: Raw -2912581.344185 + Penalty 3349.389683 = -2909231.954502
  nChanged 1675
		SP:Iteration 2F (21824.630000 sec): 3 clusters
  Score: Raw -2913399.238610 + Penalty 3349.389683 = -2910049.848928
  nChanged 1735
		SP:Iteration 3F (21825.010000 sec): 3 clusters
  Score: Raw -2914294.941216 + Penalty 3349.389683 = -2910945.551533
  nChanged 1794
		SP:Iteration 4F (21825.380000 sec): 3 clusters
  Score: Raw -2915274.329969 + Penalty 3349.389683 = -2911924.940286
  nChanged 1776
		SP:Iteration 5F (21825.760000 sec): 3 clusters
  Score: Raw -2916329.569435 + Penalty 3349.389683 = -2912980.179752
  nChanged 1736
		SP:Iteration 6F (21826.150000 sec): 3 clusters
  Score: Raw -2917406.932683 + Penalty 3349.389683 = -2914057.543001
  nChanged 1591
		SP:Iteration 7F (21826.530000 sec): 3 clusters
  Score: Raw -2918381.743827 + Penalty 3349.389683 = -2915032.354145
  nChanged 1458
		SP:Iteration 8Q (21826.920000 sec): 3 clusters
  Score: Raw -2919162.626437 + Penalty 3349.389683 = -2915813.236754
  nChanged 1123
		SP:Iteration 9Q (21827.340000 sec): 3 clusters
  Score: Raw -2919639.929928 + Penalty 3349.389683 = -2916290.540246
  nChanged 814
		SP:Iteration 10Q (21827.690000 sec): 3 clusters
  Score: Raw -2919906.948633 + Penalty 3349.389683 = -2916557.558951
  nChanged 574
		SP:Iteration 11Q (21828.050000 sec): 3 clusters
  Score: Raw -2920068.650500 + Penalty 3349.389683 = -2916719.260818
  nChanged 458
		SP:Iteration 12Q (21828.490000 sec): 3 clusters
  Score: Raw -2920188.411634 + Penalty 3349.389683 = -2916839.021951
  nChanged 384
		SP:Iteration 13Q (21828.950000 sec): 3 clusters
  Score: Raw -2920279.331690 + Penalty 3349.389683 = -2916929.942007
  nChanged 375
		SP:Iteration 14Q (21829.320000 sec): 3 clusters
  Score: Raw -2920377.041603 + Penalty 3349.389683 = -2917027.651920
  nChanged 364
		SP:Iteration 15Q (21829.710000 sec): 3 clusters
  Score: Raw -2920476.617421 + Penalty 3349.389683 = -2917127.227738
  nChanged 377
		SP:Iteration 16Q (21830.060000 sec): 3 clusters
  Score: Raw -2920572.880910 + Penalty 3349.389683 = -2917223.491227
  nChanged 359
		SP:Iteration 17Q (21830.450000 sec): 3 clusters
  Score: Raw -2920667.745737 + Penalty 3349.389683 = -2917318.356055
  nChanged 355
		SP:Iteration 18Q (21830.800000 sec): 3 clusters
  Score: Raw -2920759.382902 + Penalty 3349.389683 = -2917409.993220
  nChanged 330
		SP:Iteration 19Q (21831.140000 sec): 3 clusters
  Score: Raw -2920844.615319 + Penalty 3349.389683 = -2917495.225636
  nChanged 300
		SP:Iteration 20F (21831.480000 sec): 3 clusters
  Score: Raw -2920923.024114 + Penalty 3349.389683 = -2917573.634431
  nChanged 307
		SP:Iteration 21Q (21831.820000 sec): 3 clusters
  Score: Raw -2921008.776626 + Penalty 3349.389683 = -2917659.386944
  nChanged 313
		SP:Iteration 22Q (21832.140000 sec): 3 clusters
  Score: Raw -2921099.414581 + Penalty 3349.389683 = -2917750.024898
  nChanged 301
		SP:Iteration 23Q (21832.450000 sec): 3 clusters
  Score: Raw -2921181.509705 + Penalty 3349.389683 = -2917832.120022
  nChanged 304
		SP:Iteration 24Q (21832.790000 sec): 3 clusters
  Score: Raw -2921258.288935 + Penalty 3349.389683 = -2917908.899253
  nChanged 268
		SP:Iteration 25Q (21833.090000 sec): 3 clusters
  Score: Raw -2921327.247916 + Penalty 3349.389683 = -2917977.858233
  nChanged 262
		SP:Iteration 26Q (21833.430000 sec): 3 clusters
  Score: Raw -2921390.604605 + Penalty 3349.389683 = -2918041.214923
  nChanged 253
		SP:Iteration 27Q (21833.780000 sec): 3 clusters
  Score: Raw -2921445.931869 + Penalty 3349.389683 = -2918096.542187
  nChanged 240
		SP:Iteration 28Q (21834.060000 sec): 3 clusters
  Score: Raw -2921504.051210 + Penalty 3349.389683 = -2918154.661527
  nChanged 276
		SP:Iteration 29Q (21834.450000 sec): 3 clusters
  Score: Raw -2921572.149987 + Penalty 3349.389683 = -2918222.760304
  nChanged 232
		SP:Iteration 30Q (21834.770000 sec): 3 clusters
  Score: Raw -2921627.615999 + Penalty 3349.389683 = -2918278.226316
  nChanged 214
		SP:Iteration 31Q (21835.100000 sec): 3 clusters
  Score: Raw -2921676.216803 + Penalty 3349.389683 = -2918326.827120
  nChanged 207
		SP:Iteration 32Q (21835.460000 sec): 3 clusters
  Score: Raw -2921725.274528 + Penalty 3349.389683 = -2918375.884845
  nChanged 195
		SP:Iteration 33Q (21835.780000 sec): 3 clusters
  Score: Raw -2921767.601432 + Penalty 3349.389683 = -2918418.211750
  nChanged 183
		SP:Iteration 34Q (21836.110000 sec): 3 clusters
  Score: Raw -2921804.396355 + Penalty 3349.389683 = -2918455.006673
  nChanged 176
		SP:Iteration 35Q (21836.440000 sec): 3 clusters
  Score: Raw -2921845.063118 + Penalty 3349.389683 = -2918495.673435
  nChanged 188
		SP:Iteration 36Q (21836.840000 sec): 3 clusters
  Score: Raw -2921890.893645 + Penalty 3349.389683 = -2918541.503962
  nChanged 195
		SP:Iteration 37Q (21837.180000 sec): 3 clusters
  Score: Raw -2921943.059482 + Penalty 3349.389683 = -2918593.669800
  nChanged 198
		SP:Iteration 38Q (21837.540000 sec): 3 clusters
  Score: Raw -2921991.787099 + Penalty 3349.389683 = -2918642.397417
  nChanged 211
		SP:Iteration 39Q (21837.930000 sec): 3 clusters
  Score: Raw -2922047.718992 + Penalty 3349.389683 = -2918698.329310
  nChanged 195
		SP:Iteration 40F (21838.330000 sec): 3 clusters
  Score: Raw -2922097.889584 + Penalty 3349.389683 = -2918748.499902
  nChanged 190
		SP:Iteration 41Q (21838.690000 sec): 3 clusters
  Score: Raw -2922152.239515 + Penalty 3349.389683 = -2918802.849833
  nChanged 200
		SP:Iteration 42Q (21839.100000 sec): 3 clusters
  Score: Raw -2922205.849604 + Penalty 3349.389683 = -2918856.459921
  nChanged 177
		SP:Iteration 43Q (21839.420000 sec): 3 clusters
  Score: Raw -2922249.390608 + Penalty 3349.389683 = -2918900.000925
  nChanged 172
		SP:Iteration 44Q (21839.840000 sec): 3 clusters
  Score: Raw -2922290.334061 + Penalty 3349.389683 = -2918940.944379
  nChanged 176
		SP:Iteration 45Q (21840.180000 sec): 3 clusters
  Score: Raw -2922334.550702 + Penalty 3349.389683 = -2918985.161020
  nChanged 159
		SP:Iteration 46Q (21840.590000 sec): 3 clusters
  Score: Raw -2922374.486227 + Penalty 3349.389683 = -2919025.096544
  nChanged 167
		SP:Iteration 47Q (21840.960000 sec): 3 clusters
  Score: Raw -2922422.780776 + Penalty 3349.389683 = -2919073.391094
  nChanged 171
		SP:Iteration 48Q (21841.290000 sec): 3 clusters
  Score: Raw -2922475.371497 + Penalty 3349.389683 = -2919125.981814
  nChanged 175
		SP:Iteration 49Q (21841.710000 sec): 3 clusters
  Score: Raw -2922532.993564 + Penalty 3349.389683 = -2919183.603881
  nChanged 171
		SP:Iteration 50Q (21842.110000 sec): 3 clusters
  Score: Raw -2922583.102037 + Penalty 3349.389683 = -2919233.712354
  nChanged 146
		SP:Iteration 51Q (21842.450000 sec): 3 clusters
  Score: Raw -2922626.004121 + Penalty 3349.389683 = -2919276.614438
  nChanged 145
		SP:Iteration 52Q (21842.820000 sec): 3 clusters
  Score: Raw -2922673.729839 + Penalty 3349.389683 = -2919324.340156
  nChanged 145
		SP:Iteration 53Q (21843.210000 sec): 3 clusters
  Score: Raw -2922723.598714 + Penalty 3349.389683 = -2919374.209031
  nChanged 135
		SP:Iteration 54Q (21843.540000 sec): 3 clusters
  Score: Raw -2922768.287963 + Penalty 3349.389683 = -2919418.898281
  nChanged 138
		SP:Iteration 55Q (21843.890000 sec): 3 clusters
  Score: Raw -2922809.673436 + Penalty 3349.389683 = -2919460.283754
  nChanged 118
		SP:Iteration 56Q (21844.210000 sec): 3 clusters
  Score: Raw -2922840.442378 + Penalty 3349.389683 = -2919491.052695
  nChanged 98
		SP:Iteration 57Q (21844.510000 sec): 3 clusters
  Score: Raw -2922868.804787 + Penalty 3349.389683 = -2919519.415104
  nChanged 97
		SP:Iteration 58Q (21844.800000 sec): 3 clusters
  Score: Raw -2922901.193429 + Penalty 3349.389683 = -2919551.803746
  nChanged 97
		SP:Iteration 59Q (21845.160000 sec): 3 clusters
  Score: Raw -2922931.294777 + Penalty 3349.389683 = -2919581.905095
  nChanged 86
		SP:Iteration 60F (21845.490000 sec): 3 clusters
  Score: Raw -2922959.339583 + Penalty 3349.389683 = -2919609.949900
  nChanged 76
		SP:Iteration 61Q (21845.790000 sec): 3 clusters
  Score: Raw -2922984.127753 + Penalty 3349.389683 = -2919634.738071
  nChanged 77
		SP:Iteration 62Q (21846.190000 sec): 3 clusters
  Score: Raw -2923010.822819 + Penalty 3349.389683 = -2919661.433137
  nChanged 67
		SP:Iteration 63Q (21846.500000 sec): 3 clusters
  Score: Raw -2923034.233914 + Penalty 3349.389683 = -2919684.844231
  nChanged 77
		SP:Iteration 64Q (21846.820000 sec): 3 clusters
  Score: Raw -2923061.869725 + Penalty 3349.389683 = -2919712.480042
  nChanged 69
		SP:Iteration 65Q (21847.180000 sec): 3 clusters
  Score: Raw -2923089.901358 + Penalty 3349.389683 = -2919740.511675
  nChanged 64
		SP:Iteration 66Q (21847.550000 sec): 3 clusters
  Score: Raw -2923112.149155 + Penalty 3349.389683 = -2919762.759472
  nChanged 59
		SP:Iteration 67Q (21847.870000 sec): 3 clusters
  Score: Raw -2923134.871183 + Penalty 3349.389683 = -2919785.481500
  nChanged 49
		SP:Iteration 68Q (21848.230000 sec): 3 clusters
  Score: Raw -2923151.811801 + Penalty 3349.389683 = -2919802.422119
  nChanged 52
		SP:Iteration 69Q (21848.520000 sec): 3 clusters
  Score: Raw -2923170.077086 + Penalty 3349.389683 = -2919820.687404
  nChanged 50
		SP:Iteration 70Q (21848.920000 sec): 3 clusters
  Score: Raw -2923187.517117 + Penalty 3349.389683 = -2919838.127434
  nChanged 38
		SP:Iteration 71Q (21849.290000 sec): 3 clusters
  Score: Raw -2923198.876349 + Penalty 3349.389683 = -2919849.486667
  nChanged 40
		SP:Iteration 72Q (21849.620000 sec): 3 clusters
  Score: Raw -2923212.164584 + Penalty 3349.389683 = -2919862.774901
  nChanged 37
		SP:Iteration 73Q (21849.940000 sec): 3 clusters
  Score: Raw -2923222.465186 + Penalty 3349.389683 = -2919873.075503
  nChanged 29
		SP:Iteration 74Q (21850.280000 sec): 3 clusters
  Score: Raw -2923229.943455 + Penalty 3349.389683 = -2919880.553772
  nChanged 24
		SP:Iteration 75Q (21850.650000 sec): 3 clusters
  Score: Raw -2923238.219597 + Penalty 3349.389683 = -2919888.829914
  nChanged 21
		SP:Iteration 76Q (21850.990000 sec): 3 clusters
  Score: Raw -2923243.762956 + Penalty 3349.389683 = -2919894.373273
  nChanged 17
		SP:Iteration 77Q (21851.370000 sec): 3 clusters
  Score: Raw -2923249.476608 + Penalty 3349.389683 = -2919900.086926
  nChanged 25
		SP:Iteration 78Q (21851.740000 sec): 3 clusters
  Score: Raw -2923258.513383 + Penalty 3349.389683 = -2919909.123700
  nChanged 22
		SP:Iteration 79Q (21852.090000 sec): 3 clusters
  Score: Raw -2923265.537585 + Penalty 3349.389683 = -2919916.147903
  nChanged 23
		SP:Iteration 80F (21852.400000 sec): 3 clusters
  Score: Raw -2923272.645771 + Penalty 3349.389683 = -2919923.256089
  nChanged 18
		SP:Iteration 81Q (21852.780000 sec): 3 clusters
  Score: Raw -2923278.562043 + Penalty 3349.389683 = -2919929.172360
  nChanged 21
		SP:Iteration 82Q (21853.120000 sec): 3 clusters
  Score: Raw -2923284.122608 + Penalty 3349.389683 = -2919934.732925
  nChanged 21
		SP:Iteration 83Q (21853.390000 sec): 3 clusters
  Score: Raw -2923291.433763 + Penalty 3349.389683 = -2919942.044081
  nChanged 17
		SP:Iteration 84Q (21853.780000 sec): 3 clusters
  Score: Raw -2923296.196294 + Penalty 3349.389683 = -2919946.806612
  nChanged 19
		SP:Iteration 85Q (21854.090000 sec): 3 clusters
  Score: Raw -2923302.204891 + Penalty 3349.389683 = -2919952.815208
  nChanged 18
		SP:Iteration 86Q (21854.420000 sec): 3 clusters
  Score: Raw -2923308.447028 + Penalty 3349.389683 = -2919959.057345
  nChanged 16
		SP:Iteration 87Q (21854.800000 sec): 3 clusters
  Score: Raw -2923313.216144 + Penalty 3349.389683 = -2919963.826461
  nChanged 8
		SP:Iteration 88Q (21855.150000 sec): 3 clusters
  Score: Raw -2923315.087824 + Penalty 3349.389683 = -2919965.698142
  nChanged 6
		SP:Iteration 89Q (21855.520000 sec): 3 clusters
  Score: Raw -2923317.012508 + Penalty 3349.389683 = -2919967.622825
  nChanged 7
		SP:Iteration 90Q (21855.890000 sec): 3 clusters
  Score: Raw -2923319.220485 + Penalty 3349.389683 = -2919969.830802
  nChanged 5
		SP:Iteration 91Q (21856.230000 sec): 3 clusters
  Score: Raw -2923320.900991 + Penalty 3349.389683 = -2919971.511308
  nChanged 3
		SP:Iteration 92Q (21856.550000 sec): 3 clusters
  Score: Raw -2923322.689713 + Penalty 3349.389683 = -2919973.300031
  nChanged 10
		SP:Iteration 93Q (21856.860000 sec): 3 clusters
  Score: Raw -2923326.225614 + Penalty 3349.389683 = -2919976.835932
  nChanged 11
		SP:Iteration 94Q (21857.140000 sec): 3 clusters
  Score: Raw -2923329.167311 + Penalty 3349.389683 = -2919979.777628
  nChanged 4
		SP:Iteration 95Q (21857.440000 sec): 3 clusters
  Score: Raw -2923329.842986 + Penalty 3349.389683 = -2919980.453303
  nChanged 0
		SP:Iteration 96F (21857.800000 sec): 3 clusters
  Score: Raw -2923329.842986 + Penalty 3349.389683 = -2919980.453303
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (81861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21858.260000 sec): 2 clusters
  Score: Raw -9026156.305142 + Penalty 1838.326419 = -9024317.978723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21858.890000 sec): 3 clusters
  Score: Raw -8973085.430975 + Penalty 3676.652839 = -8969408.778136
  nChanged 38993
		SP:Iteration 1F (21859.520000 sec): 3 clusters
  Score: Raw -8996497.227335 + Penalty 3676.652839 = -8992820.574496
  nChanged 4172
		SP:Iteration 2F (21860.160000 sec): 3 clusters
  Score: Raw -8998302.374302 + Penalty 3676.652839 = -8994625.721463
  nChanged 4732
		SP:Iteration 3F (21860.830000 sec): 3 clusters
  Score: Raw -9000686.818375 + Penalty 3676.652839 = -8997010.165536
  nChanged 5320
		SP:Iteration 4F (21861.450000 sec): 3 clusters
  Score: Raw -9003762.434996 + Penalty 3676.652839 = -9000085.782157
  nChanged 5490
		SP:Iteration 5F (21862.140000 sec): 3 clusters
  Score: Raw -9007275.470171 + Penalty 3676.652839 = -9003598.817332
  nChanged 5377
		SP:Iteration 6F (21862.790000 sec): 3 clusters
  Score: Raw -9010923.917346 + Penalty 3676.652839 = -9007247.264507
  nChanged 4760
		SP:Iteration 7F (21863.520000 sec): 3 clusters
  Score: Raw -9014316.500371 + Penalty 3676.652839 = -9010639.847532
  nChanged 4112
		SP:Iteration 8F (21864.110000 sec): 3 clusters
  Score: Raw -9017404.208870 + Penalty 3676.652839 = -9013727.556031
  nChanged 3383
		SP:Iteration 9Q (21864.780000 sec): 3 clusters
  Score: Raw -9019966.927955 + Penalty 3676.652839 = -9016290.275116
  nChanged 2652
		SP:Iteration 10Q (21865.490000 sec): 3 clusters
  Score: Raw -9021952.193072 + Penalty 3676.652839 = -9018275.540233
  nChanged 2037
		SP:Iteration 11Q (21866.080000 sec): 3 clusters
  Score: Raw -9023529.090278 + Penalty 3676.652839 = -9019852.437440
  nChanged 1486
		SP:Iteration 12Q (21866.700000 sec): 3 clusters
  Score: Raw -9024718.688821 + Penalty 3676.652839 = -9021042.035982
  nChanged 1012
		SP:Iteration 13Q (21867.250000 sec): 3 clusters
  Score: Raw -9025460.646422 + Penalty 3676.652839 = -9021783.993583
  nChanged 671
		SP:Iteration 14Q (21867.800000 sec): 3 clusters
  Score: Raw -9025927.074553 + Penalty 3676.652839 = -9022250.421714
  nChanged 488
		SP:Iteration 15Q (21868.340000 sec): 3 clusters
  Score: Raw -9026190.645089 + Penalty 3676.652839 = -9022513.992250
  nChanged 377
		SP:Iteration 16Q (21868.920000 sec): 3 clusters
  Score: Raw -9026358.822394 + Penalty 3676.652839 = -9022682.169555
  nChanged 293
		SP:Iteration 17Q (21869.500000 sec): 3 clusters
  Score: Raw -9026476.159550 + Penalty 3676.652839 = -9022799.506711
  nChanged 215
		SP:Iteration 18Q (21870.130000 sec): 3 clusters
  Score: Raw -9026555.050296 + Penalty 3676.652839 = -9022878.397457
  nChanged 181
		SP:Iteration 19Q (21870.740000 sec): 3 clusters
  Score: Raw -9026618.370264 + Penalty 3676.652839 = -9022941.717425
  nChanged 144
		SP:Iteration 20F (21871.380000 sec): 3 clusters
  Score: Raw -9026667.812730 + Penalty 3676.652839 = -9022991.159891
  nChanged 122
		SP:Iteration 21Q (21872.030000 sec): 3 clusters
  Score: Raw -9026710.888339 + Penalty 3676.652839 = -9023034.235500
  nChanged 94
		SP:Iteration 22Q (21872.700000 sec): 3 clusters
  Score: Raw -9026744.416609 + Penalty 3676.652839 = -9023067.763770
  nChanged 79
		SP:Iteration 23Q (21873.390000 sec): 3 clusters
  Score: Raw -9026765.187552 + Penalty 3676.652839 = -9023088.534713
  nChanged 62
		SP:Iteration 24Q (21874.030000 sec): 3 clusters
  Score: Raw -9026780.298675 + Penalty 3676.652839 = -9023103.645836
  nChanged 57
		SP:Iteration 25Q (21874.670000 sec): 3 clusters
  Score: Raw -9026791.640502 + Penalty 3676.652839 = -9023114.987663
  nChanged 48
		SP:Iteration 26Q (21875.340000 sec): 3 clusters
  Score: Raw -9026802.937546 + Penalty 3676.652839 = -9023126.284707
  nChanged 40
		SP:Iteration 27Q (21876.000000 sec): 3 clusters
  Score: Raw -9026812.907058 + Penalty 3676.652839 = -9023136.254219
  nChanged 43
		SP:Iteration 28Q (21876.680000 sec): 3 clusters
  Score: Raw -9026823.446638 + Penalty 3676.652839 = -9023146.793799
  nChanged 37
		SP:Iteration 29Q (21877.320000 sec): 3 clusters
  Score: Raw -9026831.649024 + Penalty 3676.652839 = -9023154.996185
  nChanged 36
		SP:Iteration 30Q (21877.960000 sec): 3 clusters
  Score: Raw -9026838.626723 + Penalty 3676.652839 = -9023161.973884
  nChanged 23
		SP:Iteration 31Q (21878.520000 sec): 3 clusters
  Score: Raw -9026844.669683 + Penalty 3676.652839 = -9023168.016844
  nChanged 31
		SP:Iteration 32Q (21879.120000 sec): 3 clusters
  Score: Raw -9026850.711525 + Penalty 3676.652839 = -9023174.058686
  nChanged 23
		SP:Iteration 33Q (21879.750000 sec): 3 clusters
  Score: Raw -9026855.935796 + Penalty 3676.652839 = -9023179.282957
  nChanged 25
		SP:Iteration 34Q (21880.330000 sec): 3 clusters
  Score: Raw -9026860.611620 + Penalty 3676.652839 = -9023183.958781
  nChanged 24
		SP:Iteration 35Q (21880.880000 sec): 3 clusters
  Score: Raw -9026865.078932 + Penalty 3676.652839 = -9023188.426093
  nChanged 23
		SP:Iteration 36Q (21881.410000 sec): 3 clusters
  Score: Raw -9026869.968961 + Penalty 3676.652839 = -9023193.316122
  nChanged 22
		SP:Iteration 37Q (21881.990000 sec): 3 clusters
  Score: Raw -9026875.548487 + Penalty 3676.652839 = -9023198.895648
  nChanged 19
		SP:Iteration 38Q (21882.530000 sec): 3 clusters
  Score: Raw -9026879.161042 + Penalty 3676.652839 = -9023202.508203
  nChanged 10
		SP:Iteration 39Q (21883.130000 sec): 3 clusters
  Score: Raw -9026881.207162 + Penalty 3676.652839 = -9023204.554324
  nChanged 11
		SP:Iteration 40F (21883.780000 sec): 3 clusters
  Score: Raw -9026883.328347 + Penalty 3676.652839 = -9023206.675508
  nChanged 9
		SP:Iteration 41Q (21884.350000 sec): 3 clusters
  Score: Raw -9026884.890930 + Penalty 3676.652839 = -9023208.238091
  nChanged 13
		SP:Iteration 42Q (21884.900000 sec): 3 clusters
  Score: Raw -9026887.069698 + Penalty 3676.652839 = -9023210.416859
  nChanged 7
		SP:Iteration 43Q (21885.430000 sec): 3 clusters
  Score: Raw -9026887.969303 + Penalty 3676.652839 = -9023211.316464
  nChanged 6
		SP:Iteration 44Q (21885.960000 sec): 3 clusters
  Score: Raw -9026888.685239 + Penalty 3676.652839 = -9023212.032400
  nChanged 3
		SP:Iteration 45Q (21886.470000 sec): 3 clusters
  Score: Raw -9026889.017344 + Penalty 3676.652839 = -9023212.364505
  nChanged 4
		SP:Iteration 46Q (21886.970000 sec): 3 clusters
  Score: Raw -9026889.503712 + Penalty 3676.652839 = -9023212.850873
  nChanged 3
		SP:Iteration 47Q (21887.450000 sec): 3 clusters
  Score: Raw -9026889.770234 + Penalty 3676.652839 = -9023213.117395
  nChanged 5
		SP:Iteration 48Q (21887.960000 sec): 3 clusters
  Score: Raw -9026890.574984 + Penalty 3676.652839 = -9023213.922145
  nChanged 4
		SP:Iteration 49Q (21888.530000 sec): 3 clusters
  Score: Raw -9026891.057185 + Penalty 3676.652839 = -9023214.404346
  nChanged 2
		SP:Iteration 50Q (21889.020000 sec): 3 clusters
  Score: Raw -9026891.410807 + Penalty 3676.652839 = -9023214.757968
  nChanged 2
		SP:Iteration 51Q (21889.520000 sec): 3 clusters
  Score: Raw -9026891.764782 + Penalty 3676.652839 = -9023215.111943
  nChanged 1
		SP:Iteration 52Q (21890.050000 sec): 3 clusters
  Score: Raw -9026891.886968 + Penalty 3676.652839 = -9023215.234129
  nChanged 0
		SP:Iteration 53F (21890.690000 sec): 3 clusters
  Score: Raw -9026891.886968 + Penalty 3676.652839 = -9023215.234129
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (27468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21890.960000 sec): 2 clusters
  Score: Raw -2931189.711727 + Penalty 1660.876258 = -2929528.835470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21891.270000 sec): 3 clusters
  Score: Raw -2914254.752152 + Penalty 3321.752515 = -2910932.999637
  nChanged 12637
		SP:Iteration 1F (21891.590000 sec): 3 clusters
  Score: Raw -2921579.040211 + Penalty 3321.752515 = -2918257.287696
  nChanged 1593
		SP:Iteration 2F (21891.960000 sec): 3 clusters
  Score: Raw -2922360.664747 + Penalty 3321.752515 = -2919038.912232
  nChanged 1608
		SP:Iteration 3F (21892.350000 sec): 3 clusters
  Score: Raw -2923293.673678 + Penalty 3321.752515 = -2919971.921163
  nChanged 1741
		SP:Iteration 4F (21892.650000 sec): 3 clusters
  Score: Raw -2924431.499982 + Penalty 3321.752515 = -2921109.747466
  nChanged 1766
		SP:Iteration 5F (21893.020000 sec): 3 clusters
  Score: Raw -2925647.856884 + Penalty 3321.752515 = -2922326.104369
  nChanged 1778
		SP:Iteration 6F (21893.430000 sec): 3 clusters
  Score: Raw -2926923.822237 + Penalty 3321.752515 = -2923602.069722
  nChanged 1598
		SP:Iteration 7F (21893.810000 sec): 3 clusters
  Score: Raw -2928046.251338 + Penalty 3321.752515 = -2924724.498823
  nChanged 1213
		SP:Iteration 8Q (21894.120000 sec): 3 clusters
  Score: Raw -2928773.508743 + Penalty 3321.752515 = -2925451.756227
  nChanged 846
		SP:Iteration 9Q (21894.520000 sec): 3 clusters
  Score: Raw -2929187.560261 + Penalty 3321.752515 = -2925865.807746
  nChanged 693
		SP:Iteration 10Q (21894.850000 sec): 3 clusters
  Score: Raw -2929521.600109 + Penalty 3321.752515 = -2926199.847594
  nChanged 598
		SP:Iteration 11Q (21895.230000 sec): 3 clusters
  Score: Raw -2929799.225769 + Penalty 3321.752515 = -2926477.473254
  nChanged 555
		SP:Iteration 12Q (21895.560000 sec): 3 clusters
  Score: Raw -2930068.383018 + Penalty 3321.752515 = -2926746.630503
  nChanged 537
		SP:Iteration 13Q (21895.890000 sec): 3 clusters
  Score: Raw -2930357.483925 + Penalty 3321.752515 = -2927035.731410
  nChanged 492
		SP:Iteration 14Q (21896.230000 sec): 3 clusters
  Score: Raw -2930647.591000 + Penalty 3321.752515 = -2927325.838485
  nChanged 521
		SP:Iteration 15Q (21896.540000 sec): 3 clusters
  Score: Raw -2930964.873276 + Penalty 3321.752515 = -2927643.120761
  nChanged 486
		SP:Iteration 16Q (21896.920000 sec): 3 clusters
  Score: Raw -2931275.290684 + Penalty 3321.752515 = -2927953.538169
  nChanged 463
		SP:Iteration 17Q (21897.240000 sec): 3 clusters
  Score: Raw -2931573.418929 + Penalty 3321.752515 = -2928251.666414
  nChanged 408
		SP:Iteration 18Q (21897.560000 sec): 3 clusters
  Score: Raw -2931833.015048 + Penalty 3321.752515 = -2928511.262533
  nChanged 357
		SP:Iteration 19Q (21897.860000 sec): 3 clusters
  Score: Raw -2932036.396043 + Penalty 3321.752515 = -2928714.643528
  nChanged 287
		SP:Iteration 20F (21898.220000 sec): 3 clusters
  Score: Raw -2932181.022044 + Penalty 3321.752515 = -2928859.269529
  nChanged 240
		SP:Iteration 21Q (21898.610000 sec): 3 clusters
  Score: Raw -2932285.898549 + Penalty 3321.752515 = -2928964.146034
  nChanged 203
		SP:Iteration 22Q (21898.990000 sec): 3 clusters
  Score: Raw -2932351.138724 + Penalty 3321.752515 = -2929029.386209
  nChanged 134
		SP:Iteration 23Q (21899.360000 sec): 3 clusters
  Score: Raw -2932388.504127 + Penalty 3321.752515 = -2929066.751612
  nChanged 121
		SP:Iteration 24Q (21899.770000 sec): 3 clusters
  Score: Raw -2932418.201483 + Penalty 3321.752515 = -2929096.448967
  nChanged 91
		SP:Iteration 25Q (21900.140000 sec): 3 clusters
  Score: Raw -2932436.914083 + Penalty 3321.752515 = -2929115.161568
  nChanged 65
		SP:Iteration 26Q (21900.420000 sec): 3 clusters
  Score: Raw -2932448.974840 + Penalty 3321.752515 = -2929127.222325
  nChanged 60
		SP:Iteration 27Q (21900.790000 sec): 3 clusters
  Score: Raw -2932459.501513 + Penalty 3321.752515 = -2929137.748998
  nChanged 45
		SP:Iteration 28Q (21901.150000 sec): 3 clusters
  Score: Raw -2932466.547395 + Penalty 3321.752515 = -2929144.794880
  nChanged 34
		SP:Iteration 29Q (21901.510000 sec): 3 clusters
  Score: Raw -2932470.803648 + Penalty 3321.752515 = -2929149.051133
  nChanged 27
		SP:Iteration 30Q (21901.830000 sec): 3 clusters
  Score: Raw -2932473.383240 + Penalty 3321.752515 = -2929151.630725
  nChanged 17
		SP:Iteration 31Q (21902.210000 sec): 3 clusters
  Score: Raw -2932474.839883 + Penalty 3321.752515 = -2929153.087368
  nChanged 14
		SP:Iteration 32Q (21902.510000 sec): 3 clusters
  Score: Raw -2932476.327244 + Penalty 3321.752515 = -2929154.574729
  nChanged 15
		SP:Iteration 33Q (21902.870000 sec): 3 clusters
  Score: Raw -2932477.619678 + Penalty 3321.752515 = -2929155.867163
  nChanged 8
		SP:Iteration 34Q (21903.140000 sec): 3 clusters
  Score: Raw -2932478.403941 + Penalty 3321.752515 = -2929156.651425
  nChanged 14
		SP:Iteration 35Q (21903.440000 sec): 3 clusters
  Score: Raw -2932479.802951 + Penalty 3321.752515 = -2929158.050435
  nChanged 13
		SP:Iteration 36Q (21903.710000 sec): 3 clusters
  Score: Raw -2932481.314555 + Penalty 3321.752515 = -2929159.562040
  nChanged 8
		SP:Iteration 37Q (21904.080000 sec): 3 clusters
  Score: Raw -2932482.072595 + Penalty 3321.752515 = -2929160.320080
  nChanged 7
		SP:Iteration 38Q (21904.440000 sec): 3 clusters
  Score: Raw -2932482.650801 + Penalty 3321.752515 = -2929160.898286
  nChanged 8
		SP:Iteration 39Q (21904.760000 sec): 3 clusters
  Score: Raw -2932483.281706 + Penalty 3321.752515 = -2929161.529191
  nChanged 8
		SP:Iteration 40F (21905.130000 sec): 3 clusters
  Score: Raw -2932483.866114 + Penalty 3321.752515 = -2929162.113599
  nChanged 8
		SP:Iteration 41Q (21905.500000 sec): 3 clusters
  Score: Raw -2932484.492671 + Penalty 3321.752515 = -2929162.740155
  nChanged 2
		SP:Iteration 42Q (21905.850000 sec): 3 clusters
  Score: Raw -2932484.717436 + Penalty 3321.752515 = -2929162.964921
  nChanged 1
		SP:Iteration 43Q (21906.140000 sec): 3 clusters
  Score: Raw -2932484.791769 + Penalty 3321.752515 = -2929163.039253
  nChanged 3
		SP:Iteration 44Q (21906.470000 sec): 3 clusters
  Score: Raw -2932484.914356 + Penalty 3321.752515 = -2929163.161841
  nChanged 3
		SP:Iteration 45Q (21906.810000 sec): 3 clusters
  Score: Raw -2932485.121988 + Penalty 3321.752515 = -2929163.369473
  nChanged 2
		SP:Iteration 46Q (21907.190000 sec): 3 clusters
  Score: Raw -2932485.426916 + Penalty 3321.752515 = -2929163.674401
  nChanged 4
		SP:Iteration 47Q (21907.510000 sec): 3 clusters
  Score: Raw -2932485.723860 + Penalty 3321.752515 = -2929163.971345
  nChanged 1
		SP:Iteration 48Q (21907.810000 sec): 3 clusters
  Score: Raw -2932485.778818 + Penalty 3321.752515 = -2929164.026303
  nChanged 1
		SP:Iteration 49Q (21908.160000 sec): 3 clusters
  Score: Raw -2932485.830792 + Penalty 3321.752515 = -2929164.078277
  nChanged 3
		SP:Iteration 50Q (21908.500000 sec): 3 clusters
  Score: Raw -2932486.105922 + Penalty 3321.752515 = -2929164.353406
  nChanged 3
		SP:Iteration 51Q (21908.850000 sec): 3 clusters
  Score: Raw -2932486.233610 + Penalty 3321.752515 = -2929164.481095
  nChanged 1
		SP:Iteration 52Q (21909.170000 sec): 3 clusters
  Score: Raw -2932486.274059 + Penalty 3321.752515 = -2929164.521544
  nChanged 0
		SP:Iteration 53F (21909.520000 sec): 3 clusters
  Score: Raw -2932486.274059 + Penalty 3321.752515 = -2929164.521544
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (11722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21909.690000 sec): 2 clusters
  Score: Raw -1176658.051090 + Penalty 1522.498688 = -1175135.552401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21909.940000 sec): 3 clusters
  Score: Raw -1169891.509362 + Penalty 3044.997377 = -1166846.511985
  nChanged 5169
		SP:Iteration 1F (21910.240000 sec): 3 clusters
  Score: Raw -1172721.000237 + Penalty 3044.997377 = -1169676.002861
  nChanged 780
		SP:Iteration 2F (21910.470000 sec): 3 clusters
  Score: Raw -1173107.284558 + Penalty 3044.997377 = -1170062.287182
  nChanged 673
		SP:Iteration 3F (21910.740000 sec): 3 clusters
  Score: Raw -1173421.657542 + Penalty 3044.997377 = -1170376.660165
  nChanged 590
		SP:Iteration 4F (21910.950000 sec): 3 clusters
  Score: Raw -1173679.772892 + Penalty 3044.997377 = -1170634.775515
  nChanged 555
		SP:Iteration 5Q (21911.160000 sec): 3 clusters
  Score: Raw -1173919.196021 + Penalty 3044.997377 = -1170874.198644
  nChanged 480
		SP:Iteration 6Q (21911.450000 sec): 3 clusters
  Score: Raw -1174103.746558 + Penalty 3044.997377 = -1171058.749181
  nChanged 398
		SP:Iteration 7Q (21911.730000 sec): 3 clusters
  Score: Raw -1174247.737281 + Penalty 3044.997377 = -1171202.739904
  nChanged 371
		SP:Iteration 8Q (21911.960000 sec): 3 clusters
  Score: Raw -1174387.862288 + Penalty 3044.997377 = -1171342.864911
  nChanged 354
		SP:Iteration 9Q (21912.180000 sec): 3 clusters
  Score: Raw -1174536.570529 + Penalty 3044.997377 = -1171491.573152
  nChanged 361
		SP:Iteration 10Q (21912.420000 sec): 3 clusters
  Score: Raw -1174692.988854 + Penalty 3044.997377 = -1171647.991477
  nChanged 344
		SP:Iteration 11Q (21912.720000 sec): 3 clusters
  Score: Raw -1174844.823322 + Penalty 3044.997377 = -1171799.825945
  nChanged 341
		SP:Iteration 12Q (21913.020000 sec): 3 clusters
  Score: Raw -1175021.038683 + Penalty 3044.997377 = -1171976.041307
  nChanged 353
		SP:Iteration 13Q (21913.270000 sec): 3 clusters
  Score: Raw -1175202.821445 + Penalty 3044.997377 = -1172157.824068
  nChanged 313
		SP:Iteration 14Q (21913.510000 sec): 3 clusters
  Score: Raw -1175366.274049 + Penalty 3044.997377 = -1172321.276672
  nChanged 313
		SP:Iteration 15Q (21913.780000 sec): 3 clusters
  Score: Raw -1175510.972682 + Penalty 3044.997377 = -1172465.975305
  nChanged 271
		SP:Iteration 16Q (21913.990000 sec): 3 clusters
  Score: Raw -1175634.942592 + Penalty 3044.997377 = -1172589.945216
  nChanged 256
		SP:Iteration 17Q (21914.230000 sec): 3 clusters
  Score: Raw -1175745.601143 + Penalty 3044.997377 = -1172700.603767
  nChanged 206
		SP:Iteration 18Q (21914.450000 sec): 3 clusters
  Score: Raw -1175834.801969 + Penalty 3044.997377 = -1172789.804593
  nChanged 182
		SP:Iteration 19Q (21914.720000 sec): 3 clusters
  Score: Raw -1175908.761333 + Penalty 3044.997377 = -1172863.763957
  nChanged 185
		SP:Iteration 20F (21915.000000 sec): 3 clusters
  Score: Raw -1175977.604564 + Penalty 3044.997377 = -1172932.607188
  nChanged 171
		SP:Iteration 21Q (21915.240000 sec): 3 clusters
  Score: Raw -1176043.272984 + Penalty 3044.997377 = -1172998.275608
  nChanged 175
		SP:Iteration 22Q (21915.500000 sec): 3 clusters
  Score: Raw -1176103.041640 + Penalty 3044.997377 = -1173058.044263
  nChanged 170
		SP:Iteration 23Q (21915.730000 sec): 3 clusters
  Score: Raw -1176160.672803 + Penalty 3044.997377 = -1173115.675426
  nChanged 140
		SP:Iteration 24Q (21915.980000 sec): 3 clusters
  Score: Raw -1176210.908790 + Penalty 3044.997377 = -1173165.911414
  nChanged 144
		SP:Iteration 25Q (21916.220000 sec): 3 clusters
  Score: Raw -1176255.348919 + Penalty 3044.997377 = -1173210.351542
  nChanged 112
		SP:Iteration 26Q (21916.460000 sec): 3 clusters
  Score: Raw -1176287.817994 + Penalty 3044.997377 = -1173242.820618
  nChanged 101
		SP:Iteration 27Q (21916.700000 sec): 3 clusters
  Score: Raw -1176316.972982 + Penalty 3044.997377 = -1173271.975606
  nChanged 90
		SP:Iteration 28Q (21916.910000 sec): 3 clusters
  Score: Raw -1176349.328522 + Penalty 3044.997377 = -1173304.331145
  nChanged 96
		SP:Iteration 29Q (21917.100000 sec): 3 clusters
  Score: Raw -1176376.520628 + Penalty 3044.997377 = -1173331.523252
  nChanged 92
		SP:Iteration 30Q (21917.330000 sec): 3 clusters
  Score: Raw -1176404.172354 + Penalty 3044.997377 = -1173359.174978
  nChanged 80
		SP:Iteration 31Q (21917.590000 sec): 3 clusters
  Score: Raw -1176423.831909 + Penalty 3044.997377 = -1173378.834533
  nChanged 58
		SP:Iteration 32Q (21917.820000 sec): 3 clusters
  Score: Raw -1176436.763177 + Penalty 3044.997377 = -1173391.765800
  nChanged 53
		SP:Iteration 33Q (21918.070000 sec): 3 clusters
  Score: Raw -1176448.135578 + Penalty 3044.997377 = -1173403.138201
  nChanged 48
		SP:Iteration 34Q (21918.330000 sec): 3 clusters
  Score: Raw -1176458.850372 + Penalty 3044.997377 = -1173413.852996
  nChanged 51
		SP:Iteration 35Q (21918.620000 sec): 3 clusters
  Score: Raw -1176473.852903 + Penalty 3044.997377 = -1173428.855527
  nChanged 56
		SP:Iteration 36Q (21918.810000 sec): 3 clusters
  Score: Raw -1176493.493198 + Penalty 3044.997377 = -1173448.495822
  nChanged 73
		SP:Iteration 37Q (21919.070000 sec): 3 clusters
  Score: Raw -1176516.069572 + Penalty 3044.997377 = -1173471.072196
  nChanged 68
		SP:Iteration 38Q (21919.330000 sec): 3 clusters
  Score: Raw -1176535.220547 + Penalty 3044.997377 = -1173490.223171
  nChanged 72
		SP:Iteration 39Q (21919.490000 sec): 3 clusters
  Score: Raw -1176553.454897 + Penalty 3044.997377 = -1173508.457520
  nChanged 57
		SP:Iteration 40F (21919.800000 sec): 3 clusters
  Score: Raw -1176567.727930 + Penalty 3044.997377 = -1173522.730554
  nChanged 47
		SP:Iteration 41Q (21920.040000 sec): 3 clusters
  Score: Raw -1176580.753458 + Penalty 3044.997377 = -1173535.756082
  nChanged 52
		SP:Iteration 42Q (21920.340000 sec): 3 clusters
  Score: Raw -1176594.032919 + Penalty 3044.997377 = -1173549.035542
  nChanged 54
		SP:Iteration 43Q (21920.550000 sec): 3 clusters
  Score: Raw -1176606.314219 + Penalty 3044.997377 = -1173561.316843
  nChanged 48
		SP:Iteration 44Q (21920.820000 sec): 3 clusters
  Score: Raw -1176619.726540 + Penalty 3044.997377 = -1173574.729164
  nChanged 51
		SP:Iteration 45Q (21921.020000 sec): 3 clusters
  Score: Raw -1176637.150338 + Penalty 3044.997377 = -1173592.152961
  nChanged 56
		SP:Iteration 46Q (21921.250000 sec): 3 clusters
  Score: Raw -1176654.519084 + Penalty 3044.997377 = -1173609.521707
  nChanged 56
		SP:Iteration 47Q (21921.460000 sec): 3 clusters
  Score: Raw -1176675.218474 + Penalty 3044.997377 = -1173630.221098
  nChanged 62
		SP:Iteration 48Q (21921.690000 sec): 3 clusters
  Score: Raw -1176699.407439 + Penalty 3044.997377 = -1173654.410063
  nChanged 76
		SP:Iteration 49Q (21921.900000 sec): 3 clusters
  Score: Raw -1176735.942058 + Penalty 3044.997377 = -1173690.944682
  nChanged 76
		SP:Iteration 50Q (21922.150000 sec): 3 clusters
  Score: Raw -1176769.498220 + Penalty 3044.997377 = -1173724.500844
  nChanged 68
		SP:Iteration 51Q (21922.370000 sec): 3 clusters
  Score: Raw -1176798.508251 + Penalty 3044.997377 = -1173753.510875
  nChanged 65
		SP:Iteration 52Q (21922.610000 sec): 3 clusters
  Score: Raw -1176821.757468 + Penalty 3044.997377 = -1173776.760092
  nChanged 66
		SP:Iteration 53Q (21922.860000 sec): 3 clusters
  Score: Raw -1176843.627788 + Penalty 3044.997377 = -1173798.630412
  nChanged 61
		SP:Iteration 54Q (21923.070000 sec): 3 clusters
  Score: Raw -1176865.641251 + Penalty 3044.997377 = -1173820.643874
  nChanged 65
		SP:Iteration 55Q (21923.320000 sec): 3 clusters
  Score: Raw -1176887.493762 + Penalty 3044.997377 = -1173842.496385
  nChanged 61
		SP:Iteration 56Q (21923.540000 sec): 3 clusters
  Score: Raw -1176908.800300 + Penalty 3044.997377 = -1173863.802923
  nChanged 54
		SP:Iteration 57Q (21923.770000 sec): 3 clusters
  Score: Raw -1176924.411524 + Penalty 3044.997377 = -1173879.414147
  nChanged 50
		SP:Iteration 58Q (21924.030000 sec): 3 clusters
  Score: Raw -1176936.693129 + Penalty 3044.997377 = -1173891.695753
  nChanged 36
		SP:Iteration 59Q (21924.260000 sec): 3 clusters
  Score: Raw -1176944.850422 + Penalty 3044.997377 = -1173899.853045
  nChanged 31
		SP:Iteration 60F (21924.500000 sec): 3 clusters
  Score: Raw -1176952.169094 + Penalty 3044.997377 = -1173907.171718
  nChanged 27
		SP:Iteration 61Q (21924.720000 sec): 3 clusters
  Score: Raw -1176956.954779 + Penalty 3044.997377 = -1173911.957403
  nChanged 20
		SP:Iteration 62Q (21924.970000 sec): 3 clusters
  Score: Raw -1176960.500889 + Penalty 3044.997377 = -1173915.503512
  nChanged 9
		SP:Iteration 63Q (21925.200000 sec): 3 clusters
  Score: Raw -1176962.022383 + Penalty 3044.997377 = -1173917.025006
  nChanged 11
		SP:Iteration 64Q (21925.440000 sec): 3 clusters
  Score: Raw -1176963.590142 + Penalty 3044.997377 = -1173918.592765
  nChanged 7
		SP:Iteration 65Q (21925.700000 sec): 3 clusters
  Score: Raw -1176964.835606 + Penalty 3044.997377 = -1173919.838230
  nChanged 11
		SP:Iteration 66Q (21925.890000 sec): 3 clusters
  Score: Raw -1176967.277270 + Penalty 3044.997377 = -1173922.279893
  nChanged 8
		SP:Iteration 67Q (21926.140000 sec): 3 clusters
  Score: Raw -1176969.113211 + Penalty 3044.997377 = -1173924.115835
  nChanged 9
		SP:Iteration 68Q (21926.370000 sec): 3 clusters
  Score: Raw -1176971.087852 + Penalty 3044.997377 = -1173926.090476
  nChanged 11
		SP:Iteration 69Q (21926.610000 sec): 3 clusters
  Score: Raw -1176973.460451 + Penalty 3044.997377 = -1173928.463075
  nChanged 9
		SP:Iteration 70Q (21926.810000 sec): 3 clusters
  Score: Raw -1176975.478976 + Penalty 3044.997377 = -1173930.481600
  nChanged 11
		SP:Iteration 71Q (21927.080000 sec): 3 clusters
  Score: Raw -1176977.557384 + Penalty 3044.997377 = -1173932.560008
  nChanged 14
		SP:Iteration 72Q (21927.350000 sec): 3 clusters
  Score: Raw -1176980.131825 + Penalty 3044.997377 = -1173935.134448
  nChanged 10
		SP:Iteration 73Q (21927.550000 sec): 3 clusters
  Score: Raw -1176981.317403 + Penalty 3044.997377 = -1173936.320026
  nChanged 4
		SP:Iteration 74Q (21927.780000 sec): 3 clusters
  Score: Raw -1176981.670411 + Penalty 3044.997377 = -1173936.673035
  nChanged 2
		SP:Iteration 75Q (21928.010000 sec): 3 clusters
  Score: Raw -1176982.077651 + Penalty 3044.997377 = -1173937.080274
  nChanged 4
		SP:Iteration 76Q (21928.230000 sec): 3 clusters
  Score: Raw -1176982.655081 + Penalty 3044.997377 = -1173937.657705
  nChanged 1
		SP:Iteration 77Q (21928.520000 sec): 3 clusters
  Score: Raw -1176982.827268 + Penalty 3044.997377 = -1173937.829892
  nChanged 2
		SP:Iteration 78Q (21928.790000 sec): 3 clusters
  Score: Raw -1176983.138056 + Penalty 3044.997377 = -1173938.140680
  nChanged 4
		SP:Iteration 79Q (21928.990000 sec): 3 clusters
  Score: Raw -1176983.849500 + Penalty 3044.997377 = -1173938.852123
  nChanged 4
		SP:Iteration 80F (21929.250000 sec): 3 clusters
  Score: Raw -1176984.509066 + Penalty 3044.997377 = -1173939.511689
  nChanged 4
		SP:Iteration 81Q (21929.490000 sec): 3 clusters
  Score: Raw -1176985.228540 + Penalty 3044.997377 = -1173940.231163
  nChanged 9
		SP:Iteration 82Q (21929.800000 sec): 3 clusters
  Score: Raw -1176987.366068 + Penalty 3044.997377 = -1173942.368691
  nChanged 5
		SP:Iteration 83Q (21930.090000 sec): 3 clusters
  Score: Raw -1176988.150972 + Penalty 3044.997377 = -1173943.153596
  nChanged 6
		SP:Iteration 84Q (21930.310000 sec): 3 clusters
  Score: Raw -1176989.603990 + Penalty 3044.997377 = -1173944.606614
  nChanged 4
		SP:Iteration 85Q (21930.540000 sec): 3 clusters
  Score: Raw -1176990.167347 + Penalty 3044.997377 = -1173945.169971
  nChanged 2
		SP:Iteration 86Q (21930.770000 sec): 3 clusters
  Score: Raw -1176990.607910 + Penalty 3044.997377 = -1173945.610533
  nChanged 4
		SP:Iteration 87Q (21931.060000 sec): 3 clusters
  Score: Raw -1176991.901202 + Penalty 3044.997377 = -1173946.903826
  nChanged 5
		SP:Iteration 88Q (21931.280000 sec): 3 clusters
  Score: Raw -1176992.434824 + Penalty 3044.997377 = -1173947.437447
  nChanged 2
		SP:Iteration 89Q (21931.500000 sec): 3 clusters
  Score: Raw -1176992.706792 + Penalty 3044.997377 = -1173947.709415
  nChanged 0
		SP:Iteration 90F (21931.750000 sec): 3 clusters
  Score: Raw -1176992.706792 + Penalty 3044.997377 = -1173947.709415
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (271236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21933.010000 sec): 2 clusters
  Score: Raw -31347347.642387 + Penalty 2032.995993 = -31345314.646394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21934.250000 sec): 3 clusters
  Score: Raw -31166470.563332 + Penalty 4065.991985 = -31162404.571347
  nChanged 131940
		SP:Iteration 1F (21935.610000 sec): 3 clusters
  Score: Raw -31246240.232860 + Penalty 4065.991985 = -31242174.240875
  nChanged 9714
		SP:Iteration 2Q (21937.100000 sec): 3 clusters
  Score: Raw -31249396.955630 + Penalty 4065.991985 = -31245330.963645
  nChanged 11498
		SP:Iteration 3Q (21938.650000 sec): 3 clusters
  Score: Raw -31253962.404948 + Penalty 4065.991985 = -31249896.412963
  nChanged 13751
		SP:Iteration 4F (21940.090000 sec): 3 clusters
  Score: Raw -31260563.674277 + Penalty 4065.991985 = -31256497.682292
  nChanged 15963
		SP:Iteration 5F (21941.640000 sec): 3 clusters
  Score: Raw -31269699.300027 + Penalty 4065.991985 = -31265633.308042
  nChanged 17587
		SP:Iteration 6F (21943.180000 sec): 3 clusters
  Score: Raw -31281737.345455 + Penalty 4065.991985 = -31277671.353470
  nChanged 18092
		SP:Iteration 7F (21944.720000 sec): 3 clusters
  Score: Raw -31295492.344038 + Penalty 4065.991985 = -31291426.352053
  nChanged 16343
		SP:Iteration 8F (21946.240000 sec): 3 clusters
  Score: Raw -31308249.487679 + Penalty 4065.991985 = -31304183.495694
  nChanged 13457
		SP:Iteration 9Q (21947.800000 sec): 3 clusters
  Score: Raw -31318438.509738 + Penalty 4065.991985 = -31314372.517753
  nChanged 10428
		SP:Iteration 10Q (21949.320000 sec): 3 clusters
  Score: Raw -31326015.432745 + Penalty 4065.991985 = -31321949.440760
  nChanged 8293
		SP:Iteration 11Q (21950.740000 sec): 3 clusters
  Score: Raw -31331814.929215 + Penalty 4065.991985 = -31327748.937230
  nChanged 6521
		SP:Iteration 12Q (21952.050000 sec): 3 clusters
  Score: Raw -31336276.552306 + Penalty 4065.991985 = -31332210.560321
  nChanged 5188
		SP:Iteration 13Q (21953.420000 sec): 3 clusters
  Score: Raw -31339758.405523 + Penalty 4065.991985 = -31335692.413538
  nChanged 4056
		SP:Iteration 14Q (21954.820000 sec): 3 clusters
  Score: Raw -31342420.498522 + Penalty 4065.991985 = -31338354.506537
  nChanged 3037
		SP:Iteration 15Q (21956.160000 sec): 3 clusters
  Score: Raw -31344294.907267 + Penalty 4065.991985 = -31340228.915282
  nChanged 2158
		SP:Iteration 16Q (21957.610000 sec): 3 clusters
  Score: Raw -31345530.569482 + Penalty 4065.991985 = -31341464.577497
  nChanged 1602
		SP:Iteration 17Q (21958.960000 sec): 3 clusters
  Score: Raw -31346400.646040 + Penalty 4065.991985 = -31342334.654055
  nChanged 1170
		SP:Iteration 18Q (21960.180000 sec): 3 clusters
  Score: Raw -31346992.509686 + Penalty 4065.991985 = -31342926.517701
  nChanged 847
		SP:Iteration 19Q (21961.400000 sec): 3 clusters
  Score: Raw -31347394.287719 + Penalty 4065.991985 = -31343328.295734
  nChanged 642
		SP:Iteration 20F (21962.720000 sec): 3 clusters
  Score: Raw -31347674.150825 + Penalty 4065.991985 = -31343608.158840
  nChanged 487
		SP:Iteration 21Q (21964.060000 sec): 3 clusters
  Score: Raw -31347880.114011 + Penalty 4065.991985 = -31343814.122025
  nChanged 403
		SP:Iteration 22Q (21965.220000 sec): 3 clusters
  Score: Raw -31348039.614056 + Penalty 4065.991985 = -31343973.622071
  nChanged 289
		SP:Iteration 23Q (21966.400000 sec): 3 clusters
  Score: Raw -31348138.841659 + Penalty 4065.991985 = -31344072.849674
  nChanged 230
		SP:Iteration 24Q (21967.650000 sec): 3 clusters
  Score: Raw -31348216.564699 + Penalty 4065.991985 = -31344150.572714
  nChanged 179
		SP:Iteration 25Q (21968.910000 sec): 3 clusters
  Score: Raw -31348273.500681 + Penalty 4065.991985 = -31344207.508696
  nChanged 146
		SP:Iteration 26Q (21970.080000 sec): 3 clusters
  Score: Raw -31348318.576097 + Penalty 4065.991985 = -31344252.584112
  nChanged 132
		SP:Iteration 27Q (21971.430000 sec): 3 clusters
  Score: Raw -31348363.533696 + Penalty 4065.991985 = -31344297.541711
  nChanged 140
		SP:Iteration 28Q (21972.650000 sec): 3 clusters
  Score: Raw -31348409.635538 + Penalty 4065.991985 = -31344343.643553
  nChanged 111
		SP:Iteration 29Q (21973.880000 sec): 3 clusters
  Score: Raw -31348443.667327 + Penalty 4065.991985 = -31344377.675342
  nChanged 92
		SP:Iteration 30Q (21975.080000 sec): 3 clusters
  Score: Raw -31348472.326429 + Penalty 4065.991985 = -31344406.334444
  nChanged 81
		SP:Iteration 31Q (21976.360000 sec): 3 clusters
  Score: Raw -31348497.350142 + Penalty 4065.991985 = -31344431.358157
  nChanged 82
		SP:Iteration 32Q (21977.650000 sec): 3 clusters
  Score: Raw -31348521.476698 + Penalty 4065.991985 = -31344455.484713
  nChanged 76
		SP:Iteration 33Q (21978.940000 sec): 3 clusters
  Score: Raw -31348543.517598 + Penalty 4065.991985 = -31344477.525613
  nChanged 70
		SP:Iteration 34Q (21980.150000 sec): 3 clusters
  Score: Raw -31348565.395748 + Penalty 4065.991985 = -31344499.403763
  nChanged 60
		SP:Iteration 35Q (21981.360000 sec): 3 clusters
  Score: Raw -31348584.263137 + Penalty 4065.991985 = -31344518.271152
  nChanged 58
		SP:Iteration 36Q (21982.580000 sec): 3 clusters
  Score: Raw -31348602.722495 + Penalty 4065.991985 = -31344536.730510
  nChanged 59
		SP:Iteration 37Q (21983.680000 sec): 3 clusters
  Score: Raw -31348619.988452 + Penalty 4065.991985 = -31344553.996467
  nChanged 63
		SP:Iteration 38Q (21984.830000 sec): 3 clusters
  Score: Raw -31348639.380142 + Penalty 4065.991985 = -31344573.388156
  nChanged 77
		SP:Iteration 39Q (21986.070000 sec): 3 clusters
  Score: Raw -31348669.183832 + Penalty 4065.991985 = -31344603.191847
  nChanged 86
		SP:Iteration 40F (21987.520000 sec): 3 clusters
  Score: Raw -31348703.037856 + Penalty 4065.991985 = -31344637.045871
  nChanged 79
		SP:Iteration 41Q (21988.780000 sec): 3 clusters
  Score: Raw -31348734.601016 + Penalty 4065.991985 = -31344668.609031
  nChanged 72
		SP:Iteration 42Q (21990.000000 sec): 3 clusters
  Score: Raw -31348759.039227 + Penalty 4065.991985 = -31344693.047242
  nChanged 60
		SP:Iteration 43Q (21991.160000 sec): 3 clusters
  Score: Raw -31348778.864075 + Penalty 4065.991985 = -31344712.872090
  nChanged 52
		SP:Iteration 44Q (21992.350000 sec): 3 clusters
  Score: Raw -31348790.258060 + Penalty 4065.991985 = -31344724.266075
  nChanged 51
		SP:Iteration 45Q (21993.540000 sec): 3 clusters
  Score: Raw -31348801.265076 + Penalty 4065.991985 = -31344735.273091
  nChanged 41
		SP:Iteration 46Q (21994.680000 sec): 3 clusters
  Score: Raw -31348811.473062 + Penalty 4065.991985 = -31344745.481077
  nChanged 47
		SP:Iteration 47Q (21995.930000 sec): 3 clusters
  Score: Raw -31348824.610542 + Penalty 4065.991985 = -31344758.618556
  nChanged 50
		SP:Iteration 48Q (21997.120000 sec): 3 clusters
  Score: Raw -31348838.017233 + Penalty 4065.991985 = -31344772.025248
  nChanged 38
		SP:Iteration 49Q (21998.280000 sec): 3 clusters
  Score: Raw -31348846.312447 + Penalty 4065.991985 = -31344780.320462
  nChanged 24
		SP:Iteration 50Q (21999.510000 sec): 3 clusters
  Score: Raw -31348851.778057 + Penalty 4065.991985 = -31344785.786072
  nChanged 24
		SP:Iteration 51Q (22000.720000 sec): 3 clusters
  Score: Raw -31348856.345765 + Penalty 4065.991985 = -31344790.353780
  nChanged 18
		SP:Iteration 52Q (22001.850000 sec): 3 clusters
  Score: Raw -31348859.551039 + Penalty 4065.991985 = -31344793.559054
  nChanged 17
		SP:Iteration 53Q (22003.010000 sec): 3 clusters
  Score: Raw -31348862.184602 + Penalty 4065.991985 = -31344796.192617
  nChanged 14
		SP:Iteration 54Q (22004.240000 sec): 3 clusters
  Score: Raw -31348865.098755 + Penalty 4065.991985 = -31344799.106770
  nChanged 13
		SP:Iteration 55Q (22005.530000 sec): 3 clusters
  Score: Raw -31348867.673089 + Penalty 4065.991985 = -31344801.681104
  nChanged 9
		SP:Iteration 56Q (22006.870000 sec): 3 clusters
  Score: Raw -31348869.227446 + Penalty 4065.991985 = -31344803.235461
  nChanged 8
		SP:Iteration 57Q (22008.150000 sec): 3 clusters
  Score: Raw -31348870.453145 + Penalty 4065.991985 = -31344804.461160
  nChanged 5
		SP:Iteration 58Q (22009.380000 sec): 3 clusters
  Score: Raw -31348871.054889 + Penalty 4065.991985 = -31344805.062903
  nChanged 10
		SP:Iteration 59Q (22010.520000 sec): 3 clusters
  Score: Raw -31348872.540176 + Penalty 4065.991985 = -31344806.548191
  nChanged 11
		SP:Iteration 60F (22011.990000 sec): 3 clusters
  Score: Raw -31348873.965170 + Penalty 4065.991985 = -31344807.973184
  nChanged 9
		SP:Iteration 61Q (22013.210000 sec): 3 clusters
  Score: Raw -31348875.192084 + Penalty 4065.991985 = -31344809.200098
  nChanged 8
		SP:Iteration 62Q (22014.410000 sec): 3 clusters
  Score: Raw -31348876.136363 + Penalty 4065.991985 = -31344810.144378
  nChanged 7
		SP:Iteration 63Q (22015.650000 sec): 3 clusters
  Score: Raw -31348877.435161 + Penalty 4065.991985 = -31344811.443175
  nChanged 7
		SP:Iteration 64Q (22016.820000 sec): 3 clusters
  Score: Raw -31348878.873854 + Penalty 4065.991985 = -31344812.881869
  nChanged 4
		SP:Iteration 65Q (22018.130000 sec): 3 clusters
  Score: Raw -31348879.345078 + Penalty 4065.991985 = -31344813.353093
  nChanged 2
		SP:Iteration 66Q (22019.330000 sec): 3 clusters
  Score: Raw -31348879.625534 + Penalty 4065.991985 = -31344813.633549
  nChanged 2
		SP:Iteration 67Q (22020.470000 sec): 3 clusters
  Score: Raw -31348879.895905 + Penalty 4065.991985 = -31344813.903920
  nChanged 3
		SP:Iteration 68Q (22021.770000 sec): 3 clusters
  Score: Raw -31348880.415319 + Penalty 4065.991985 = -31344814.423334
  nChanged 3
		SP:Iteration 69Q (22023.090000 sec): 3 clusters
  Score: Raw -31348880.852861 + Penalty 4065.991985 = -31344814.860876
  nChanged 1
		SP:Iteration 70Q (22024.410000 sec): 3 clusters
  Score: Raw -31348880.940074 + Penalty 4065.991985 = -31344814.948089
  nChanged 1
		SP:Iteration 71Q (22025.750000 sec): 3 clusters
  Score: Raw -31348881.142381 + Penalty 4065.991985 = -31344815.150396
  nChanged 0
		SP:Iteration 72F (22027.190000 sec): 3 clusters
  Score: Raw -31348881.142381 + Penalty 4065.991985 = -31344815.150396
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 6 (40616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22027.530000 sec): 2 clusters
  Score: Raw -4081490.625896 + Penalty 1724.436570 = -4079766.189325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22027.910000 sec): 3 clusters
  Score: Raw -4056173.941155 + Penalty 3448.873141 = -4052725.068014
  nChanged 18817
		SP:Iteration 1F (22028.330000 sec): 3 clusters
  Score: Raw -4068112.219545 + Penalty 3448.873141 = -4064663.346404
  nChanged 2888
		SP:Iteration 2F (22028.720000 sec): 3 clusters
  Score: Raw -4070220.881860 + Penalty 3448.873141 = -4066772.008720
  nChanged 3299
		SP:Iteration 3F (22029.160000 sec): 3 clusters
  Score: Raw -4072962.591864 + Penalty 3448.873141 = -4069513.718723
  nChanged 3312
		SP:Iteration 4F (22029.630000 sec): 3 clusters
  Score: Raw -4075541.021968 + Penalty 3448.873141 = -4072092.148827
  nChanged 2803
		SP:Iteration 5F (22030.020000 sec): 3 clusters
  Score: Raw -4077498.721360 + Penalty 3448.873141 = -4074049.848220
  nChanged 2209
		SP:Iteration 6F (22030.480000 sec): 3 clusters
  Score: Raw -4078785.381758 + Penalty 3448.873141 = -4075336.508617
  nChanged 1573
		SP:Iteration 7Q (22030.910000 sec): 3 clusters
  Score: Raw -4079520.231003 + Penalty 3448.873141 = -4076071.357862
  nChanged 1163
		SP:Iteration 8Q (22031.380000 sec): 3 clusters
  Score: Raw -4079969.206520 + Penalty 3448.873141 = -4076520.333379
  nChanged 875
		SP:Iteration 9Q (22031.770000 sec): 3 clusters
  Score: Raw -4080228.675328 + Penalty 3448.873141 = -4076779.802187
  nChanged 613
		SP:Iteration 10Q (22032.200000 sec): 3 clusters
  Score: Raw -4080367.903036 + Penalty 3448.873141 = -4076919.029895
  nChanged 480
		SP:Iteration 11Q (22032.660000 sec): 3 clusters
  Score: Raw -4080455.733243 + Penalty 3448.873141 = -4077006.860102
  nChanged 364
		SP:Iteration 12Q (22033.150000 sec): 3 clusters
  Score: Raw -4080516.763986 + Penalty 3448.873141 = -4077067.890845
  nChanged 315
		SP:Iteration 13Q (22033.550000 sec): 3 clusters
  Score: Raw -4080567.619450 + Penalty 3448.873141 = -4077118.746309
  nChanged 286
		SP:Iteration 14Q (22033.940000 sec): 3 clusters
  Score: Raw -4080612.156682 + Penalty 3448.873141 = -4077163.283541
  nChanged 272
		SP:Iteration 15Q (22034.320000 sec): 3 clusters
  Score: Raw -4080649.790398 + Penalty 3448.873141 = -4077200.917257
  nChanged 232
		SP:Iteration 16Q (22034.730000 sec): 3 clusters
  Score: Raw -4080682.466568 + Penalty 3448.873141 = -4077233.593427
  nChanged 195
		SP:Iteration 17Q (22035.160000 sec): 3 clusters
  Score: Raw -4080710.423007 + Penalty 3448.873141 = -4077261.549866
  nChanged 209
		SP:Iteration 18Q (22035.540000 sec): 3 clusters
  Score: Raw -4080736.022963 + Penalty 3448.873141 = -4077287.149822
  nChanged 184
		SP:Iteration 19Q (22035.950000 sec): 3 clusters
  Score: Raw -4080755.507398 + Penalty 3448.873141 = -4077306.634257
  nChanged 180
		SP:Iteration 20F (22036.390000 sec): 3 clusters
  Score: Raw -4080774.573909 + Penalty 3448.873141 = -4077325.700768
  nChanged 152
		SP:Iteration 21Q (22036.810000 sec): 3 clusters
  Score: Raw -4080789.858904 + Penalty 3448.873141 = -4077340.985763
  nChanged 130
		SP:Iteration 22Q (22037.220000 sec): 3 clusters
  Score: Raw -4080801.507795 + Penalty 3448.873141 = -4077352.634654
  nChanged 121
		SP:Iteration 23Q (22037.630000 sec): 3 clusters
  Score: Raw -4080812.630185 + Penalty 3448.873141 = -4077363.757045
  nChanged 113
		SP:Iteration 24Q (22038.010000 sec): 3 clusters
  Score: Raw -4080822.207036 + Penalty 3448.873141 = -4077373.333895
  nChanged 112
		SP:Iteration 25Q (22038.410000 sec): 3 clusters
  Score: Raw -4080833.629625 + Penalty 3448.873141 = -4077384.756484
  nChanged 120
		SP:Iteration 26Q (22038.920000 sec): 3 clusters
  Score: Raw -4080843.729816 + Penalty 3448.873141 = -4077394.856675
  nChanged 117
		SP:Iteration 27Q (22039.300000 sec): 3 clusters
  Score: Raw -4080855.482608 + Penalty 3448.873141 = -4077406.609467
  nChanged 122
		SP:Iteration 28Q (22039.710000 sec): 3 clusters
  Score: Raw -4080868.841166 + Penalty 3448.873141 = -4077419.968025
  nChanged 140
		SP:Iteration 29Q (22040.090000 sec): 3 clusters
  Score: Raw -4080883.642817 + Penalty 3448.873141 = -4077434.769676
  nChanged 141
		SP:Iteration 30Q (22040.490000 sec): 3 clusters
  Score: Raw -4080898.063824 + Penalty 3448.873141 = -4077449.190684
  nChanged 131
		SP:Iteration 31Q (22040.920000 sec): 3 clusters
  Score: Raw -4080912.509906 + Penalty 3448.873141 = -4077463.636765
  nChanged 140
		SP:Iteration 32Q (22041.260000 sec): 3 clusters
  Score: Raw -4080926.894953 + Penalty 3448.873141 = -4077478.021812
  nChanged 142
		SP:Iteration 33Q (22041.700000 sec): 3 clusters
  Score: Raw -4080942.309828 + Penalty 3448.873141 = -4077493.436687
  nChanged 131
		SP:Iteration 34Q (22042.080000 sec): 3 clusters
  Score: Raw -4080957.132722 + Penalty 3448.873141 = -4077508.259581
  nChanged 131
		SP:Iteration 35Q (22042.440000 sec): 3 clusters
  Score: Raw -4080972.099752 + Penalty 3448.873141 = -4077523.226611
  nChanged 122
		SP:Iteration 36Q (22042.820000 sec): 3 clusters
  Score: Raw -4080984.072997 + Penalty 3448.873141 = -4077535.199856
  nChanged 123
		SP:Iteration 37Q (22043.230000 sec): 3 clusters
  Score: Raw -4080997.389515 + Penalty 3448.873141 = -4077548.516374
  nChanged 154
		SP:Iteration 38Q (22043.630000 sec): 3 clusters
  Score: Raw -4081013.471236 + Penalty 3448.873141 = -4077564.598095
  nChanged 147
		SP:Iteration 39Q (22044.060000 sec): 3 clusters
  Score: Raw -4081027.384955 + Penalty 3448.873141 = -4077578.511814
  nChanged 142
		SP:Iteration 40F (22044.470000 sec): 3 clusters
  Score: Raw -4081040.838358 + Penalty 3448.873141 = -4077591.965217
  nChanged 124
		SP:Iteration 41Q (22044.890000 sec): 3 clusters
  Score: Raw -4081051.297353 + Penalty 3448.873141 = -4077602.424212
  nChanged 102
		SP:Iteration 42Q (22045.330000 sec): 3 clusters
  Score: Raw -4081059.213445 + Penalty 3448.873141 = -4077610.340305
  nChanged 88
		SP:Iteration 43Q (22045.750000 sec): 3 clusters
  Score: Raw -4081066.072184 + Penalty 3448.873141 = -4077617.199043
  nChanged 90
		SP:Iteration 44Q (22046.150000 sec): 3 clusters
  Score: Raw -4081073.711449 + Penalty 3448.873141 = -4077624.838308
  nChanged 94
		SP:Iteration 45Q (22046.580000 sec): 3 clusters
  Score: Raw -4081081.057588 + Penalty 3448.873141 = -4077632.184447
  nChanged 101
		SP:Iteration 46Q (22046.950000 sec): 3 clusters
  Score: Raw -4081089.179483 + Penalty 3448.873141 = -4077640.306342
  nChanged 104
		SP:Iteration 47Q (22047.400000 sec): 3 clusters
  Score: Raw -4081097.588598 + Penalty 3448.873141 = -4077648.715457
  nChanged 114
		SP:Iteration 48Q (22047.780000 sec): 3 clusters
  Score: Raw -4081107.594691 + Penalty 3448.873141 = -4077658.721550
  nChanged 119
		SP:Iteration 49Q (22048.140000 sec): 3 clusters
  Score: Raw -4081119.927788 + Penalty 3448.873141 = -4077671.054647
  nChanged 132
		SP:Iteration 50Q (22048.580000 sec): 3 clusters
  Score: Raw -4081132.977251 + Penalty 3448.873141 = -4077684.104110
  nChanged 142
		SP:Iteration 51Q (22048.980000 sec): 3 clusters
  Score: Raw -4081147.830371 + Penalty 3448.873141 = -4077698.957230
  nChanged 176
		SP:Iteration 52Q (22049.380000 sec): 3 clusters
  Score: Raw -4081169.401458 + Penalty 3448.873141 = -4077720.528317
  nChanged 187
		SP:Iteration 53Q (22049.750000 sec): 3 clusters
  Score: Raw -4081195.003885 + Penalty 3448.873141 = -4077746.130744
  nChanged 189
		SP:Iteration 54Q (22050.140000 sec): 3 clusters
  Score: Raw -4081221.332522 + Penalty 3448.873141 = -4077772.459381
  nChanged 173
		SP:Iteration 55Q (22050.490000 sec): 3 clusters
  Score: Raw -4081242.386250 + Penalty 3448.873141 = -4077793.513109
  nChanged 188
		SP:Iteration 56Q (22050.840000 sec): 3 clusters
  Score: Raw -4081265.391988 + Penalty 3448.873141 = -4077816.518847
  nChanged 201
		SP:Iteration 57Q (22051.200000 sec): 3 clusters
  Score: Raw -4081292.774191 + Penalty 3448.873141 = -4077843.901050
  nChanged 187
		SP:Iteration 58Q (22051.600000 sec): 3 clusters
  Score: Raw -4081316.492128 + Penalty 3448.873141 = -4077867.618987
  nChanged 181
		SP:Iteration 59Q (22051.990000 sec): 3 clusters
  Score: Raw -4081339.988493 + Penalty 3448.873141 = -4077891.115352
  nChanged 225
		SP:Iteration 60F (22052.360000 sec): 3 clusters
  Score: Raw -4081372.124954 + Penalty 3448.873141 = -4077923.251814
  nChanged 220
		SP:Iteration 61Q (22052.680000 sec): 3 clusters
  Score: Raw -4081403.328815 + Penalty 3448.873141 = -4077954.455674
  nChanged 237
		SP:Iteration 62Q (22053.070000 sec): 3 clusters
  Score: Raw -4081438.170017 + Penalty 3448.873141 = -4077989.296876
  nChanged 228
		SP:Iteration 63Q (22053.420000 sec): 3 clusters
  Score: Raw -4081472.695449 + Penalty 3448.873141 = -4078023.822308
  nChanged 236
		SP:Iteration 64Q (22053.820000 sec): 3 clusters
  Score: Raw -4081510.032714 + Penalty 3448.873141 = -4078061.159573
  nChanged 223
		SP:Iteration 65Q (22054.170000 sec): 3 clusters
  Score: Raw -4081545.662512 + Penalty 3448.873141 = -4078096.789372
  nChanged 230
		SP:Iteration 66Q (22054.570000 sec): 3 clusters
  Score: Raw -4081580.947721 + Penalty 3448.873141 = -4078132.074580
  nChanged 208
		SP:Iteration 67Q (22054.970000 sec): 3 clusters
  Score: Raw -4081610.015146 + Penalty 3448.873141 = -4078161.142005
  nChanged 197
		SP:Iteration 68Q (22055.400000 sec): 3 clusters
  Score: Raw -4081640.737583 + Penalty 3448.873141 = -4078191.864442
  nChanged 200
		SP:Iteration 69Q (22055.780000 sec): 3 clusters
  Score: Raw -4081675.054678 + Penalty 3448.873141 = -4078226.181537
  nChanged 208
		SP:Iteration 70Q (22056.130000 sec): 3 clusters
  Score: Raw -4081709.674172 + Penalty 3448.873141 = -4078260.801031
  nChanged 184
		SP:Iteration 71Q (22056.570000 sec): 3 clusters
  Score: Raw -4081737.736104 + Penalty 3448.873141 = -4078288.862963
  nChanged 174
		SP:Iteration 72Q (22056.990000 sec): 3 clusters
  Score: Raw -4081764.830015 + Penalty 3448.873141 = -4078315.956874
  nChanged 166
		SP:Iteration 73Q (22057.340000 sec): 3 clusters
  Score: Raw -4081788.019687 + Penalty 3448.873141 = -4078339.146546
  nChanged 157
		SP:Iteration 74Q (22057.740000 sec): 3 clusters
  Score: Raw -4081806.582809 + Penalty 3448.873141 = -4078357.709668
  nChanged 154
		SP:Iteration 75Q (22058.120000 sec): 3 clusters
  Score: Raw -4081826.466725 + Penalty 3448.873141 = -4078377.593584
  nChanged 172
		SP:Iteration 76Q (22058.600000 sec): 3 clusters
  Score: Raw -4081851.972274 + Penalty 3448.873141 = -4078403.099133
  nChanged 178
		SP:Iteration 77Q (22059.010000 sec): 3 clusters
  Score: Raw -4081878.814996 + Penalty 3448.873141 = -4078429.941855
  nChanged 183
		SP:Iteration 78Q (22059.380000 sec): 3 clusters
  Score: Raw -4081905.292512 + Penalty 3448.873141 = -4078456.419371
  nChanged 167
		SP:Iteration 79Q (22059.710000 sec): 3 clusters
  Score: Raw -4081927.705556 + Penalty 3448.873141 = -4078478.832415
  nChanged 149
		SP:Iteration 80F (22060.150000 sec): 3 clusters
  Score: Raw -4081950.542683 + Penalty 3448.873141 = -4078501.669542
  nChanged 158
		SP:Iteration 81Q (22060.540000 sec): 3 clusters
  Score: Raw -4081975.357127 + Penalty 3448.873141 = -4078526.483986
  nChanged 157
		SP:Iteration 82Q (22060.970000 sec): 3 clusters
  Score: Raw -4082000.537681 + Penalty 3448.873141 = -4078551.664540
  nChanged 159
		SP:Iteration 83Q (22061.330000 sec): 3 clusters
  Score: Raw -4082024.890943 + Penalty 3448.873141 = -4078576.017802
  nChanged 125
		SP:Iteration 84Q (22061.780000 sec): 3 clusters
  Score: Raw -4082040.320371 + Penalty 3448.873141 = -4078591.447230
  nChanged 123
		SP:Iteration 85Q (22062.150000 sec): 3 clusters
  Score: Raw -4082054.774560 + Penalty 3448.873141 = -4078605.901419
  nChanged 107
		SP:Iteration 86Q (22062.540000 sec): 3 clusters
  Score: Raw -4082067.902637 + Penalty 3448.873141 = -4078619.029496
  nChanged 102
		SP:Iteration 87Q (22062.930000 sec): 3 clusters
  Score: Raw -4082079.664474 + Penalty 3448.873141 = -4078630.791333
  nChanged 82
		SP:Iteration 88Q (22063.330000 sec): 3 clusters
  Score: Raw -4082088.794974 + Penalty 3448.873141 = -4078639.921833
  nChanged 79
		SP:Iteration 89Q (22063.720000 sec): 3 clusters
  Score: Raw -4082097.717346 + Penalty 3448.873141 = -4078648.844205
  nChanged 69
		SP:Iteration 90Q (22064.100000 sec): 3 clusters
  Score: Raw -4082106.640332 + Penalty 3448.873141 = -4078657.767191
  nChanged 68
		SP:Iteration 91Q (22064.500000 sec): 3 clusters
  Score: Raw -4082114.645279 + Penalty 3448.873141 = -4078665.772138
  nChanged 65
		SP:Iteration 92Q (22064.890000 sec): 3 clusters
  Score: Raw -4082121.518739 + Penalty 3448.873141 = -4078672.645598
  nChanged 74
		SP:Iteration 93Q (22065.240000 sec): 3 clusters
  Score: Raw -4082129.386226 + Penalty 3448.873141 = -4078680.513085
  nChanged 66
		SP:Iteration 94Q (22065.620000 sec): 3 clusters
  Score: Raw -4082136.265296 + Penalty 3448.873141 = -4078687.392155
  nChanged 64
		SP:Iteration 95Q (22066.050000 sec): 3 clusters
  Score: Raw -4082143.340115 + Penalty 3448.873141 = -4078694.466974
  nChanged 65
		SP:Iteration 96Q (22066.400000 sec): 3 clusters
  Score: Raw -4082150.787030 + Penalty 3448.873141 = -4078701.913889
  nChanged 58
		SP:Iteration 97Q (22066.810000 sec): 3 clusters
  Score: Raw -4082156.574702 + Penalty 3448.873141 = -4078707.701561
  nChanged 63
		SP:Iteration 98Q (22067.170000 sec): 3 clusters
  Score: Raw -4082163.033855 + Penalty 3448.873141 = -4078714.160714
  nChanged 59
		SP:Iteration 99Q (22067.620000 sec): 3 clusters
  Score: Raw -4082169.085316 + Penalty 3448.873141 = -4078720.212175
  nChanged 70
		SP:Iteration 100F (22068.020000 sec): 3 clusters
  Score: Raw -4082177.876716 + Penalty 3448.873141 = -4078729.003575
  nChanged 76
		SP:Iteration 101Q (22068.440000 sec): 3 clusters
  Score: Raw -4082188.385047 + Penalty 3448.873141 = -4078739.511906
  nChanged 82
		SP:Iteration 102Q (22068.800000 sec): 3 clusters
  Score: Raw -4082199.903697 + Penalty 3448.873141 = -4078751.030556
  nChanged 91
		SP:Iteration 103Q (22069.200000 sec): 3 clusters
  Score: Raw -4082213.616960 + Penalty 3448.873141 = -4078764.743819
  nChanged 75
		SP:Iteration 104Q (22069.580000 sec): 3 clusters
  Score: Raw -4082223.941678 + Penalty 3448.873141 = -4078775.068537
  nChanged 80
		SP:Iteration 105Q (22069.940000 sec): 3 clusters
  Score: Raw -4082234.416714 + Penalty 3448.873141 = -4078785.543573
  nChanged 70
		SP:Iteration 106Q (22070.340000 sec): 3 clusters
  Score: Raw -4082243.161405 + Penalty 3448.873141 = -4078794.288264
  nChanged 76
		SP:Iteration 107Q (22070.810000 sec): 3 clusters
  Score: Raw -4082252.580879 + Penalty 3448.873141 = -4078803.707738
  nChanged 73
		SP:Iteration 108Q (22071.170000 sec): 3 clusters
  Score: Raw -4082262.199836 + Penalty 3448.873141 = -4078813.326695
  nChanged 60
		SP:Iteration 109Q (22071.590000 sec): 3 clusters
  Score: Raw -4082269.296830 + Penalty 3448.873141 = -4078820.423689
  nChanged 63
		SP:Iteration 110Q (22071.980000 sec): 3 clusters
  Score: Raw -4082276.988155 + Penalty 3448.873141 = -4078828.115015
  nChanged 68
		SP:Iteration 111Q (22072.330000 sec): 3 clusters
  Score: Raw -4082284.364007 + Penalty 3448.873141 = -4078835.490866
  nChanged 57
		SP:Iteration 112Q (22072.710000 sec): 3 clusters
  Score: Raw -4082290.558603 + Penalty 3448.873141 = -4078841.685463
  nChanged 64
		SP:Iteration 113Q (22073.030000 sec): 3 clusters
  Score: Raw -4082300.281177 + Penalty 3448.873141 = -4078851.408036
  nChanged 67
		SP:Iteration 114Q (22073.380000 sec): 3 clusters
  Score: Raw -4082311.110592 + Penalty 3448.873141 = -4078862.237451
  nChanged 73
		SP:Iteration 115Q (22073.760000 sec): 3 clusters
  Score: Raw -4082322.932427 + Penalty 3448.873141 = -4078874.059286
  nChanged 59
		SP:Iteration 116Q (22074.110000 sec): 3 clusters
  Score: Raw -4082333.063336 + Penalty 3448.873141 = -4078884.190195
  nChanged 70
		SP:Iteration 117Q (22074.440000 sec): 3 clusters
  Score: Raw -4082343.632598 + Penalty 3448.873141 = -4078894.759457
  nChanged 68
		SP:Iteration 118Q (22074.850000 sec): 3 clusters
  Score: Raw -4082353.913945 + Penalty 3448.873141 = -4078905.040804
  nChanged 61
		SP:Iteration 119Q (22075.230000 sec): 3 clusters
  Score: Raw -4082362.906111 + Penalty 3448.873141 = -4078914.032970
  nChanged 60
		SP:Iteration 120F (22075.640000 sec): 3 clusters
  Score: Raw -4082373.843817 + Penalty 3448.873141 = -4078924.970676
  nChanged 70
		SP:Iteration 121Q (22076.030000 sec): 3 clusters
  Score: Raw -4082386.095103 + Penalty 3448.873141 = -4078937.221962
  nChanged 67
		SP:Iteration 122Q (22076.370000 sec): 3 clusters
  Score: Raw -4082398.615655 + Penalty 3448.873141 = -4078949.742514
  nChanged 68
		SP:Iteration 123Q (22076.720000 sec): 3 clusters
  Score: Raw -4082409.389664 + Penalty 3448.873141 = -4078960.516523
  nChanged 53
		SP:Iteration 124Q (22077.080000 sec): 3 clusters
  Score: Raw -4082420.821069 + Penalty 3448.873141 = -4078971.947928
  nChanged 62
		SP:Iteration 125Q (22077.400000 sec): 3 clusters
  Score: Raw -4082432.556929 + Penalty 3448.873141 = -4078983.683788
  nChanged 55
		SP:Iteration 126Q (22077.780000 sec): 3 clusters
  Score: Raw -4082444.837610 + Penalty 3448.873141 = -4078995.964469
  nChanged 69
		SP:Iteration 127Q (22078.100000 sec): 3 clusters
  Score: Raw -4082457.698693 + Penalty 3448.873141 = -4079008.825552
  nChanged 63
		SP:Iteration 128Q (22078.440000 sec): 3 clusters
  Score: Raw -4082470.123908 + Penalty 3448.873141 = -4079021.250767
  nChanged 64
		SP:Iteration 129Q (22078.810000 sec): 3 clusters
  Score: Raw -4082482.470868 + Penalty 3448.873141 = -4079033.597727
  nChanged 58
		SP:Iteration 130Q (22079.230000 sec): 3 clusters
  Score: Raw -4082491.414654 + Penalty 3448.873141 = -4079042.541513
  nChanged 43
		SP:Iteration 131Q (22079.580000 sec): 3 clusters
  Score: Raw -4082498.124704 + Penalty 3448.873141 = -4079049.251563
  nChanged 39
		SP:Iteration 132Q (22079.950000 sec): 3 clusters
  Score: Raw -4082505.293792 + Penalty 3448.873141 = -4079056.420652
  nChanged 37
		SP:Iteration 133Q (22080.310000 sec): 3 clusters
  Score: Raw -4082512.404696 + Penalty 3448.873141 = -4079063.531555
  nChanged 36
		SP:Iteration 134Q (22080.690000 sec): 3 clusters
  Score: Raw -4082520.932963 + Penalty 3448.873141 = -4079072.059822
  nChanged 51
		SP:Iteration 135Q (22081.030000 sec): 3 clusters
  Score: Raw -4082533.285178 + Penalty 3448.873141 = -4079084.412037
  nChanged 44
		SP:Iteration 136Q (22081.410000 sec): 3 clusters
  Score: Raw -4082544.208053 + Penalty 3448.873141 = -4079095.334912
  nChanged 47
		SP:Iteration 137Q (22081.770000 sec): 3 clusters
  Score: Raw -4082554.226005 + Penalty 3448.873141 = -4079105.352864
  nChanged 45
		SP:Iteration 138Q (22082.170000 sec): 3 clusters
  Score: Raw -4082563.051838 + Penalty 3448.873141 = -4079114.178697
  nChanged 38
		SP:Iteration 139Q (22082.590000 sec): 3 clusters
  Score: Raw -4082569.787115 + Penalty 3448.873141 = -4079120.913975
  nChanged 32
		SP:Iteration 140F (22082.990000 sec): 3 clusters
  Score: Raw -4082576.093210 + Penalty 3448.873141 = -4079127.220069
  nChanged 26
		SP:Iteration 141Q (22083.390000 sec): 3 clusters
  Score: Raw -4082580.406926 + Penalty 3448.873141 = -4079131.533785
  nChanged 22
		SP:Iteration 142Q (22083.780000 sec): 3 clusters
  Score: Raw -4082584.717662 + Penalty 3448.873141 = -4079135.844521
  nChanged 20
		SP:Iteration 143Q (22084.140000 sec): 3 clusters
  Score: Raw -4082589.863540 + Penalty 3448.873141 = -4079140.990399
  nChanged 21
		SP:Iteration 144Q (22084.610000 sec): 3 clusters
  Score: Raw -4082595.510726 + Penalty 3448.873141 = -4079146.637585
  nChanged 28
		SP:Iteration 145Q (22084.980000 sec): 3 clusters
  Score: Raw -4082601.103746 + Penalty 3448.873141 = -4079152.230606
  nChanged 27
		SP:Iteration 146Q (22085.330000 sec): 3 clusters
  Score: Raw -4082607.555502 + Penalty 3448.873141 = -4079158.682361
  nChanged 22
		SP:Iteration 147Q (22085.750000 sec): 3 clusters
  Score: Raw -4082611.739161 + Penalty 3448.873141 = -4079162.866020
  nChanged 22
		SP:Iteration 148Q (22086.140000 sec): 3 clusters
  Score: Raw -4082614.857727 + Penalty 3448.873141 = -4079165.984586
  nChanged 16
		SP:Iteration 149Q (22086.540000 sec): 3 clusters
  Score: Raw -4082618.023122 + Penalty 3448.873141 = -4079169.149981
  nChanged 18
		SP:Iteration 150Q (22086.930000 sec): 3 clusters
  Score: Raw -4082620.994355 + Penalty 3448.873141 = -4079172.121214
  nChanged 17
		SP:Iteration 151Q (22087.290000 sec): 3 clusters
  Score: Raw -4082623.472160 + Penalty 3448.873141 = -4079174.599019
  nChanged 19
		SP:Iteration 152Q (22087.690000 sec): 3 clusters
  Score: Raw -4082626.201913 + Penalty 3448.873141 = -4079177.328772
  nChanged 11
		SP:Iteration 153Q (22088.120000 sec): 3 clusters
  Score: Raw -4082627.406646 + Penalty 3448.873141 = -4079178.533505
  nChanged 6
		SP:Iteration 154Q (22088.560000 sec): 3 clusters
  Score: Raw -4082628.610476 + Penalty 3448.873141 = -4079179.737335
  nChanged 7
		SP:Iteration 155Q (22088.980000 sec): 3 clusters
  Score: Raw -4082629.597315 + Penalty 3448.873141 = -4079180.724174
  nChanged 6
		SP:Iteration 156Q (22089.380000 sec): 3 clusters
  Score: Raw -4082630.103604 + Penalty 3448.873141 = -4079181.230463
  nChanged 4
		SP:Iteration 157Q (22089.810000 sec): 3 clusters
  Score: Raw -4082630.828417 + Penalty 3448.873141 = -4079181.955276
  nChanged 5
		SP:Iteration 158Q (22090.190000 sec): 3 clusters
  Score: Raw -4082631.760512 + Penalty 3448.873141 = -4079182.887371
  nChanged 8
		SP:Iteration 159Q (22090.550000 sec): 3 clusters
  Score: Raw -4082632.993920 + Penalty 3448.873141 = -4079184.120779
  nChanged 6
		SP:Iteration 160F (22090.990000 sec): 3 clusters
  Score: Raw -4082633.907391 + Penalty 3448.873141 = -4079185.034250
  nChanged 6
		SP:Iteration 161Q (22091.410000 sec): 3 clusters
  Score: Raw -4082634.711352 + Penalty 3448.873141 = -4079185.838211
  nChanged 6
		SP:Iteration 162Q (22091.810000 sec): 3 clusters
  Score: Raw -4082636.411035 + Penalty 3448.873141 = -4079187.537894
  nChanged 6
		SP:Iteration 163Q (22092.200000 sec): 3 clusters
  Score: Raw -4082637.015016 + Penalty 3448.873141 = -4079188.141875
  nChanged 5
		SP:Iteration 164Q (22092.660000 sec): 3 clusters
  Score: Raw -4082637.478850 + Penalty 3448.873141 = -4079188.605709
  nChanged 2
		SP:Iteration 165Q (22093.040000 sec): 3 clusters
  Score: Raw -4082637.613717 + Penalty 3448.873141 = -4079188.740576
  nChanged 1
		SP:Iteration 166Q (22093.430000 sec): 3 clusters
  Score: Raw -4082637.691554 + Penalty 3448.873141 = -4079188.818413
  nChanged 0
		SP:Iteration 167F (22093.780000 sec): 3 clusters
  Score: Raw -4082637.691554 + Penalty 3448.873141 = -4079188.818413
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (5704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22093.940000 sec): 2 clusters
  Score: Raw -670129.724799 + Penalty 1405.449981 = -668724.274818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22094.170000 sec): 3 clusters
  Score: Raw -667118.836650 + Penalty 2810.899963 = -664307.936687
  nChanged 2368
		SP:Iteration 1F (22094.380000 sec): 3 clusters
  Score: Raw -668390.200799 + Penalty 2810.899963 = -665579.300837
  nChanged 362
		SP:Iteration 2F (22094.600000 sec): 3 clusters
  Score: Raw -668560.763481 + Penalty 2810.899963 = -665749.863518
  nChanged 250
		SP:Iteration 3Q (22094.800000 sec): 3 clusters
  Score: Raw -668686.189345 + Penalty 2810.899963 = -665875.289382
  nChanged 215
		SP:Iteration 4Q (22095.020000 sec): 3 clusters
  Score: Raw -668796.673688 + Penalty 2810.899963 = -665985.773725
  nChanged 199
		SP:Iteration 5Q (22095.260000 sec): 3 clusters
  Score: Raw -668907.464069 + Penalty 2810.899963 = -666096.564106
  nChanged 221
		SP:Iteration 6Q (22095.480000 sec): 3 clusters
  Score: Raw -669018.890675 + Penalty 2810.899963 = -666207.990713
  nChanged 195
		SP:Iteration 7Q (22095.690000 sec): 3 clusters
  Score: Raw -669110.344129 + Penalty 2810.899963 = -666299.444166
  nChanged 173
		SP:Iteration 8Q (22095.880000 sec): 3 clusters
  Score: Raw -669213.030710 + Penalty 2810.899963 = -666402.130748
  nChanged 208
		SP:Iteration 9Q (22096.050000 sec): 3 clusters
  Score: Raw -669339.376327 + Penalty 2810.899963 = -666528.476364
  nChanged 201
		SP:Iteration 10Q (22096.270000 sec): 3 clusters
  Score: Raw -669468.156311 + Penalty 2810.899963 = -666657.256348
  nChanged 203
		SP:Iteration 11Q (22096.450000 sec): 3 clusters
  Score: Raw -669595.894440 + Penalty 2810.899963 = -666784.994477
  nChanged 211
		SP:Iteration 12Q (22096.670000 sec): 3 clusters
  Score: Raw -669734.608738 + Penalty 2810.899963 = -666923.708775
  nChanged 197
		SP:Iteration 13Q (22096.850000 sec): 3 clusters
  Score: Raw -669852.450620 + Penalty 2810.899963 = -667041.550657
  nChanged 159
		SP:Iteration 14Q (22097.040000 sec): 3 clusters
  Score: Raw -669927.810181 + Penalty 2810.899963 = -667116.910219
  nChanged 133
		SP:Iteration 15Q (22097.220000 sec): 3 clusters
  Score: Raw -669998.755278 + Penalty 2810.899963 = -667187.855315
  nChanged 113
		SP:Iteration 16Q (22097.420000 sec): 3 clusters
  Score: Raw -670044.234384 + Penalty 2810.899963 = -667233.334422
  nChanged 81
		SP:Iteration 17Q (22097.630000 sec): 3 clusters
  Score: Raw -670075.727948 + Penalty 2810.899963 = -667264.827985
  nChanged 69
		SP:Iteration 18Q (22097.800000 sec): 3 clusters
  Score: Raw -670098.765165 + Penalty 2810.899963 = -667287.865202
  nChanged 47
		SP:Iteration 19Q (22098.000000 sec): 3 clusters
  Score: Raw -670114.416427 + Penalty 2810.899963 = -667303.516464
  nChanged 36
		SP:Iteration 20F (22098.190000 sec): 3 clusters
  Score: Raw -670124.475529 + Penalty 2810.899963 = -667313.575566
  nChanged 26
		SP:Iteration 21Q (22098.370000 sec): 3 clusters
  Score: Raw -670132.044722 + Penalty 2810.899963 = -667321.144759
  nChanged 20
		SP:Iteration 22Q (22098.560000 sec): 3 clusters
  Score: Raw -670135.918615 + Penalty 2810.899963 = -667325.018653
  nChanged 16
		SP:Iteration 23Q (22098.760000 sec): 3 clusters
  Score: Raw -670139.692577 + Penalty 2810.899963 = -667328.792614
  nChanged 15
		SP:Iteration 24Q (22098.950000 sec): 3 clusters
  Score: Raw -670142.959278 + Penalty 2810.899963 = -667332.059316
  nChanged 11
		SP:Iteration 25Q (22099.140000 sec): 3 clusters
  Score: Raw -670145.135421 + Penalty 2810.899963 = -667334.235458
  nChanged 13
		SP:Iteration 26Q (22099.340000 sec): 3 clusters
  Score: Raw -670147.833443 + Penalty 2810.899963 = -667336.933480
  nChanged 13
		SP:Iteration 27Q (22099.520000 sec): 3 clusters
  Score: Raw -670150.637536 + Penalty 2810.899963 = -667339.737573
  nChanged 15
		SP:Iteration 28Q (22099.710000 sec): 3 clusters
  Score: Raw -670153.961344 + Penalty 2810.899963 = -667343.061381
  nChanged 13
		SP:Iteration 29Q (22099.940000 sec): 3 clusters
  Score: Raw -670156.767847 + Penalty 2810.899963 = -667345.867885
  nChanged 9
		SP:Iteration 30Q (22100.130000 sec): 3 clusters
  Score: Raw -670158.112154 + Penalty 2810.899963 = -667347.212191
  nChanged 5
		SP:Iteration 31Q (22100.330000 sec): 3 clusters
  Score: Raw -670158.840976 + Penalty 2810.899963 = -667347.941013
  nChanged 3
		SP:Iteration 32Q (22100.510000 sec): 3 clusters
  Score: Raw -670159.464390 + Penalty 2810.899963 = -667348.564427
  nChanged 4
		SP:Iteration 33Q (22100.720000 sec): 3 clusters
  Score: Raw -670160.171496 + Penalty 2810.899963 = -667349.271533
  nChanged 2
		SP:Iteration 34Q (22100.940000 sec): 3 clusters
  Score: Raw -670160.452845 + Penalty 2810.899963 = -667349.552883
  nChanged 2
		SP:Iteration 35Q (22101.170000 sec): 3 clusters
  Score: Raw -670160.813988 + Penalty 2810.899963 = -667349.914025
  nChanged 3
		SP:Iteration 36Q (22101.380000 sec): 3 clusters
  Score: Raw -670161.285626 + Penalty 2810.899963 = -667350.385663
  nChanged 6
		SP:Iteration 37Q (22101.590000 sec): 3 clusters
  Score: Raw -670161.929935 + Penalty 2810.899963 = -667351.029972
  nChanged 5
		SP:Iteration 38Q (22101.810000 sec): 3 clusters
  Score: Raw -670162.990858 + Penalty 2810.899963 = -667352.090895
  nChanged 6
		SP:Iteration 39Q (22102.030000 sec): 3 clusters
  Score: Raw -670164.161827 + Penalty 2810.899963 = -667353.261865
  nChanged 3
		SP:Iteration 40F (22102.250000 sec): 3 clusters
  Score: Raw -670164.537670 + Penalty 2810.899963 = -667353.637707
  nChanged 3
		SP:Iteration 41Q (22102.440000 sec): 3 clusters
  Score: Raw -670164.975174 + Penalty 2810.899963 = -667354.075211
  nChanged 3
		SP:Iteration 42Q (22102.660000 sec): 3 clusters
  Score: Raw -670165.416083 + Penalty 2810.899963 = -667354.516121
  nChanged 1
		SP:Iteration 43Q (22102.860000 sec): 3 clusters
  Score: Raw -670165.469014 + Penalty 2810.899963 = -667354.569052
  nChanged 0
		SP:Iteration 44F (22103.080000 sec): 3 clusters
  Score: Raw -670165.469014 + Penalty 2810.899963 = -667354.569052
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 8 (14456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22103.240000 sec): 2 clusters
  Score: Raw -1571923.952986 + Penalty 1556.565535 = -1570367.387451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22103.520000 sec): 3 clusters
  Score: Raw -1563443.694308 + Penalty 3113.131070 = -1560330.563237
  nChanged 6366
		SP:Iteration 1F (22103.820000 sec): 3 clusters
  Score: Raw -1567022.953216 + Penalty 3113.131070 = -1563909.822146
  nChanged 910
		SP:Iteration 2F (22104.070000 sec): 3 clusters
  Score: Raw -1567500.790145 + Penalty 3113.131070 = -1564387.659075
  nChanged 856
		SP:Iteration 3F (22104.400000 sec): 3 clusters
  Score: Raw -1568055.646443 + Penalty 3113.131070 = -1564942.515373
  nChanged 937
		SP:Iteration 4F (22104.650000 sec): 3 clusters
  Score: Raw -1568813.000440 + Penalty 3113.131070 = -1565699.869369
  nChanged 955
		SP:Iteration 5F (22104.890000 sec): 3 clusters
  Score: Raw -1569704.975354 + Penalty 3113.131070 = -1566591.844283
  nChanged 958
		SP:Iteration 6F (22105.130000 sec): 3 clusters
  Score: Raw -1570618.441465 + Penalty 3113.131070 = -1567505.310394
  nChanged 907
		SP:Iteration 7F (22105.500000 sec): 3 clusters
  Score: Raw -1571436.879415 + Penalty 3113.131070 = -1568323.748345
  nChanged 746
		SP:Iteration 8F (22105.830000 sec): 3 clusters
  Score: Raw -1571999.290934 + Penalty 3113.131070 = -1568886.159863
  nChanged 605
		SP:Iteration 9Q (22106.090000 sec): 3 clusters
  Score: Raw -1572408.084957 + Penalty 3113.131070 = -1569294.953887
  nChanged 478
		SP:Iteration 10Q (22106.340000 sec): 3 clusters
  Score: Raw -1572670.486152 + Penalty 3113.131070 = -1569557.355081
  nChanged 327
		SP:Iteration 11Q (22106.690000 sec): 3 clusters
  Score: Raw -1572809.607986 + Penalty 3113.131070 = -1569696.476915
  nChanged 221
		SP:Iteration 12Q (22106.960000 sec): 3 clusters
  Score: Raw -1572887.041509 + Penalty 3113.131070 = -1569773.910439
  nChanged 169
		SP:Iteration 13Q (22107.250000 sec): 3 clusters
  Score: Raw -1572939.747794 + Penalty 3113.131070 = -1569826.616723
  nChanged 145
		SP:Iteration 14Q (22107.580000 sec): 3 clusters
  Score: Raw -1572977.851688 + Penalty 3113.131070 = -1569864.720617
  nChanged 111
		SP:Iteration 15Q (22107.860000 sec): 3 clusters
  Score: Raw -1573002.925536 + Penalty 3113.131070 = -1569889.794465
  nChanged 87
		SP:Iteration 16Q (22108.150000 sec): 3 clusters
  Score: Raw -1573017.277741 + Penalty 3113.131070 = -1569904.146670
  nChanged 77
		SP:Iteration 17Q (22108.440000 sec): 3 clusters
  Score: Raw -1573028.860366 + Penalty 3113.131070 = -1569915.729295
  nChanged 62
		SP:Iteration 18Q (22108.680000 sec): 3 clusters
  Score: Raw -1573038.966812 + Penalty 3113.131070 = -1569925.835741
  nChanged 60
		SP:Iteration 19Q (22108.960000 sec): 3 clusters
  Score: Raw -1573047.548758 + Penalty 3113.131070 = -1569934.417687
  nChanged 44
		SP:Iteration 20F (22109.320000 sec): 3 clusters
  Score: Raw -1573053.474765 + Penalty 3113.131070 = -1569940.343695
  nChanged 34
		SP:Iteration 21Q (22109.560000 sec): 3 clusters
  Score: Raw -1573057.183108 + Penalty 3113.131070 = -1569944.052038
  nChanged 27
		SP:Iteration 22Q (22109.840000 sec): 3 clusters
  Score: Raw -1573059.940088 + Penalty 3113.131070 = -1569946.809017
  nChanged 20
		SP:Iteration 23Q (22110.090000 sec): 3 clusters
  Score: Raw -1573061.653074 + Penalty 3113.131070 = -1569948.522004
  nChanged 18
		SP:Iteration 24Q (22110.380000 sec): 3 clusters
  Score: Raw -1573063.803964 + Penalty 3113.131070 = -1569950.672894
  nChanged 20
		SP:Iteration 25Q (22110.630000 sec): 3 clusters
  Score: Raw -1573065.593395 + Penalty 3113.131070 = -1569952.462324
  nChanged 18
		SP:Iteration 26Q (22110.850000 sec): 3 clusters
  Score: Raw -1573067.647691 + Penalty 3113.131070 = -1569954.516621
  nChanged 21
		SP:Iteration 27Q (22111.150000 sec): 3 clusters
  Score: Raw -1573069.719721 + Penalty 3113.131070 = -1569956.588651
  nChanged 16
		SP:Iteration 28Q (22111.410000 sec): 3 clusters
  Score: Raw -1573071.218643 + Penalty 3113.131070 = -1569958.087573
  nChanged 12
		SP:Iteration 29Q (22111.700000 sec): 3 clusters
  Score: Raw -1573072.947555 + Penalty 3113.131070 = -1569959.816484
  nChanged 25
		SP:Iteration 30Q (22111.940000 sec): 3 clusters
  Score: Raw -1573075.842857 + Penalty 3113.131070 = -1569962.711786
  nChanged 29
		SP:Iteration 31Q (22112.180000 sec): 3 clusters
  Score: Raw -1573079.043278 + Penalty 3113.131070 = -1569965.912208
  nChanged 23
		SP:Iteration 32Q (22112.450000 sec): 3 clusters
  Score: Raw -1573081.158922 + Penalty 3113.131070 = -1569968.027851
  nChanged 18
		SP:Iteration 33Q (22112.690000 sec): 3 clusters
  Score: Raw -1573083.322892 + Penalty 3113.131070 = -1569970.191822
  nChanged 20
		SP:Iteration 34Q (22112.980000 sec): 3 clusters
  Score: Raw -1573086.190046 + Penalty 3113.131070 = -1569973.058976
  nChanged 26
		SP:Iteration 35Q (22113.170000 sec): 3 clusters
  Score: Raw -1573089.152981 + Penalty 3113.131070 = -1569976.021911
  nChanged 27
		SP:Iteration 36Q (22113.460000 sec): 3 clusters
  Score: Raw -1573091.694776 + Penalty 3113.131070 = -1569978.563706
  nChanged 17
		SP:Iteration 37Q (22113.710000 sec): 3 clusters
  Score: Raw -1573093.232867 + Penalty 3113.131070 = -1569980.101797
  nChanged 15
		SP:Iteration 38Q (22113.960000 sec): 3 clusters
  Score: Raw -1573094.904737 + Penalty 3113.131070 = -1569981.773666
  nChanged 20
		SP:Iteration 39Q (22114.240000 sec): 3 clusters
  Score: Raw -1573097.042628 + Penalty 3113.131070 = -1569983.911558
  nChanged 10
		SP:Iteration 40F (22114.470000 sec): 3 clusters
  Score: Raw -1573098.035895 + Penalty 3113.131070 = -1569984.904825
  nChanged 7
		SP:Iteration 41Q (22114.760000 sec): 3 clusters
  Score: Raw -1573098.656444 + Penalty 3113.131070 = -1569985.525373
  nChanged 7
		SP:Iteration 42Q (22115.010000 sec): 3 clusters
  Score: Raw -1573099.043632 + Penalty 3113.131070 = -1569985.912562
  nChanged 4
		SP:Iteration 43Q (22115.290000 sec): 3 clusters
  Score: Raw -1573099.218164 + Penalty 3113.131070 = -1569986.087093
  nChanged 2
		SP:Iteration 44Q (22115.620000 sec): 3 clusters
  Score: Raw -1573099.311625 + Penalty 3113.131070 = -1569986.180555
  nChanged 1
		SP:Iteration 45Q (22115.880000 sec): 3 clusters
  Score: Raw -1573099.424538 + Penalty 3113.131070 = -1569986.293467
  nChanged 2
		SP:Iteration 46Q (22116.180000 sec): 3 clusters
  Score: Raw -1573099.611224 + Penalty 3113.131070 = -1569986.480154
  nChanged 5
		SP:Iteration 47Q (22116.460000 sec): 3 clusters
  Score: Raw -1573099.837289 + Penalty 3113.131070 = -1569986.706219
  nChanged 2
		SP:Iteration 48Q (22116.730000 sec): 3 clusters
  Score: Raw -1573099.954903 + Penalty 3113.131070 = -1569986.823832
  nChanged 3
		SP:Iteration 49Q (22116.990000 sec): 3 clusters
  Score: Raw -1573100.068702 + Penalty 3113.131070 = -1569986.937632
  nChanged 2
		SP:Iteration 50Q (22117.320000 sec): 3 clusters
  Score: Raw -1573100.165416 + Penalty 3113.131070 = -1569987.034346
  nChanged 1
		SP:Iteration 51Q (22117.550000 sec): 3 clusters
  Score: Raw -1573100.235951 + Penalty 3113.131070 = -1569987.104881
  nChanged 1
		SP:Iteration 52Q (22117.770000 sec): 3 clusters
  Score: Raw -1573100.329370 + Penalty 3113.131070 = -1569987.198300
  nChanged 1
		SP:Iteration 53Q (22118.030000 sec): 3 clusters
  Score: Raw -1573100.390734 + Penalty 3113.131070 = -1569987.259663
  nChanged 3
		SP:Iteration 54Q (22118.290000 sec): 3 clusters
  Score: Raw -1573100.531449 + Penalty 3113.131070 = -1569987.400378
  nChanged 1
		SP:Iteration 55Q (22118.520000 sec): 3 clusters
  Score: Raw -1573100.646585 + Penalty 3113.131070 = -1569987.515515
  nChanged 0
		SP:Iteration 56F (22118.770000 sec): 3 clusters
  Score: Raw -1573100.646585 + Penalty 3113.131070 = -1569987.515515
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22118.890000 sec): 2 clusters
  Score: Raw -11128.830052 + Penalty 783.295754 = -10345.534297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22119.050000 sec): 3 clusters
  Score: Raw -11452.240808 + Penalty 1566.591509 = -9885.649299
  nChanged 11
		SP:Iteration 1F (22119.250000 sec): 3 clusters
  Score: Raw -11490.451411 + Penalty 1566.591509 = -9923.859903
  nChanged 2
		SP:Iteration 2Q (22119.410000 sec): 3 clusters
  Score: Raw -11505.581445 + Penalty 1566.591509 = -9938.989936
  nChanged 0
		SP:Iteration 3F (22119.670000 sec): 3 clusters
  Score: Raw -11505.581445 + Penalty 1566.591509 = -9938.989936
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 10 (59203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22120.010000 sec): 2 clusters
  Score: Raw -6267134.960754 + Penalty 1785.668218 = -6265349.292536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22120.420000 sec): 3 clusters
  Score: Raw -6229488.319268 + Penalty 3571.336436 = -6225916.982832
  nChanged 27914
		SP:Iteration 1F (22120.890000 sec): 3 clusters
  Score: Raw -6246324.878423 + Penalty 3571.336436 = -6242753.541987
  nChanged 3437
		SP:Iteration 2F (22121.320000 sec): 3 clusters
  Score: Raw -6247973.805225 + Penalty 3571.336436 = -6244402.468789
  nChanged 3704
		SP:Iteration 3F (22121.760000 sec): 3 clusters
  Score: Raw -6250105.515341 + Penalty 3571.336436 = -6246534.178906
  nChanged 4052
		SP:Iteration 4F (22122.180000 sec): 3 clusters
  Score: Raw -6252736.122160 + Penalty 3571.336436 = -6249164.785724
  nChanged 4097
		SP:Iteration 5F (22122.580000 sec): 3 clusters
  Score: Raw -6255594.859303 + Penalty 3571.336436 = -6252023.522867
  nChanged 3785
		SP:Iteration 6F (22123.070000 sec): 3 clusters
  Score: Raw -6258355.402748 + Penalty 3571.336436 = -6254784.066312
  nChanged 3210
		SP:Iteration 7F (22123.500000 sec): 3 clusters
  Score: Raw -6260792.878140 + Penalty 3571.336436 = -6257221.541704
  nChanged 2506
		SP:Iteration 8Q (22123.990000 sec): 3 clusters
  Score: Raw -6262757.102933 + Penalty 3571.336436 = -6259185.766497
  nChanged 1876
		SP:Iteration 9Q (22124.470000 sec): 3 clusters
  Score: Raw -6264187.953447 + Penalty 3571.336436 = -6260616.617011
  nChanged 1374
		SP:Iteration 10Q (22124.890000 sec): 3 clusters
  Score: Raw -6265199.883487 + Penalty 3571.336436 = -6261628.547051
  nChanged 992
		SP:Iteration 11Q (22125.330000 sec): 3 clusters
  Score: Raw -6265912.018367 + Penalty 3571.336436 = -6262340.681932
  nChanged 691
		SP:Iteration 12Q (22125.770000 sec): 3 clusters
  Score: Raw -6266354.419693 + Penalty 3571.336436 = -6262783.083257
  nChanged 523
		SP:Iteration 13Q (22126.250000 sec): 3 clusters
  Score: Raw -6266678.533955 + Penalty 3571.336436 = -6263107.197519
  nChanged 408
		SP:Iteration 14Q (22126.650000 sec): 3 clusters
  Score: Raw -6266908.413841 + Penalty 3571.336436 = -6263337.077405
  nChanged 320
		SP:Iteration 15Q (22127.060000 sec): 3 clusters
  Score: Raw -6267084.702770 + Penalty 3571.336436 = -6263513.366334
  nChanged 252
		SP:Iteration 16Q (22127.540000 sec): 3 clusters
  Score: Raw -6267208.380431 + Penalty 3571.336436 = -6263637.043995
  nChanged 192
		SP:Iteration 17Q (22127.930000 sec): 3 clusters
  Score: Raw -6267302.192885 + Penalty 3571.336436 = -6263730.856449
  nChanged 153
		SP:Iteration 18Q (22128.440000 sec): 3 clusters
  Score: Raw -6267368.108773 + Penalty 3571.336436 = -6263796.772337
  nChanged 115
		SP:Iteration 19Q (22128.890000 sec): 3 clusters
  Score: Raw -6267418.853190 + Penalty 3571.336436 = -6263847.516754
  nChanged 85
		SP:Iteration 20F (22129.410000 sec): 3 clusters
  Score: Raw -6267452.254880 + Penalty 3571.336436 = -6263880.918444
  nChanged 65
		SP:Iteration 21Q (22129.890000 sec): 3 clusters
  Score: Raw -6267475.983013 + Penalty 3571.336436 = -6263904.646577
  nChanged 67
		SP:Iteration 22Q (22130.370000 sec): 3 clusters
  Score: Raw -6267504.954631 + Penalty 3571.336436 = -6263933.618195
  nChanged 52
		SP:Iteration 23Q (22130.900000 sec): 3 clusters
  Score: Raw -6267524.811639 + Penalty 3571.336436 = -6263953.475204
  nChanged 41
		SP:Iteration 24Q (22131.270000 sec): 3 clusters
  Score: Raw -6267538.580980 + Penalty 3571.336436 = -6263967.244544
  nChanged 32
		SP:Iteration 25Q (22131.730000 sec): 3 clusters
  Score: Raw -6267549.491231 + Penalty 3571.336436 = -6263978.154795
  nChanged 27
		SP:Iteration 26Q (22132.180000 sec): 3 clusters
  Score: Raw -6267559.834176 + Penalty 3571.336436 = -6263988.497740
  nChanged 28
		SP:Iteration 27Q (22132.680000 sec): 3 clusters
  Score: Raw -6267569.936249 + Penalty 3571.336436 = -6263998.599813
  nChanged 32
		SP:Iteration 28Q (22133.150000 sec): 3 clusters
  Score: Raw -6267579.493098 + Penalty 3571.336436 = -6264008.156662
  nChanged 31
		SP:Iteration 29Q (22133.670000 sec): 3 clusters
  Score: Raw -6267590.070463 + Penalty 3571.336436 = -6264018.734027
  nChanged 24
		SP:Iteration 30Q (22134.140000 sec): 3 clusters
  Score: Raw -6267599.216469 + Penalty 3571.336436 = -6264027.880033
  nChanged 27
		SP:Iteration 31Q (22134.600000 sec): 3 clusters
  Score: Raw -6267608.928563 + Penalty 3571.336436 = -6264037.592127
  nChanged 25
		SP:Iteration 32Q (22135.010000 sec): 3 clusters
  Score: Raw -6267617.972676 + Penalty 3571.336436 = -6264046.636240
  nChanged 22
		SP:Iteration 33Q (22135.450000 sec): 3 clusters
  Score: Raw -6267624.539113 + Penalty 3571.336436 = -6264053.202678
  nChanged 14
		SP:Iteration 34Q (22135.950000 sec): 3 clusters
  Score: Raw -6267628.633060 + Penalty 3571.336436 = -6264057.296624
  nChanged 13
		SP:Iteration 35Q (22136.430000 sec): 3 clusters
  Score: Raw -6267632.393527 + Penalty 3571.336436 = -6264061.057091
  nChanged 5
		SP:Iteration 36Q (22136.920000 sec): 3 clusters
  Score: Raw -6267633.578893 + Penalty 3571.336436 = -6264062.242457
  nChanged 0
		SP:Iteration 37F (22137.410000 sec): 3 clusters
  Score: Raw -6267633.578893 + Penalty 3571.336436 = -6264062.242457
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 11 (438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22137.520000 sec): 2 clusters
  Score: Raw -49425.976389 + Penalty 988.360573 = -48437.615816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22137.750000 sec): 3 clusters
  Score: Raw -49378.846980 + Penalty 1976.721146 = -47402.125834
  nChanged 94
		SP:Iteration 1F (22137.930000 sec): 3 clusters
  Score: Raw -49603.501354 + Penalty 1976.721146 = -47626.780209
  nChanged 28
		SP:Iteration 2F (22138.090000 sec): 3 clusters
  Score: Raw -49744.189435 + Penalty 1976.721146 = -47767.468289
  nChanged 23
		SP:Iteration 3F (22138.340000 sec): 3 clusters
  Score: Raw -49920.871197 + Penalty 1976.721146 = -47944.150051
  nChanged 20
		SP:Iteration 4Q (22138.520000 sec): 3 clusters
  Score: Raw -50516.901031 + Penalty 1976.721146 = -48540.179885
  nChanged 35
		SP:Iteration 5F (22138.670000 sec): 3 clusters
  Score: Raw -50669.087564 + Penalty 1976.721146 = -48692.366418
  nChanged 14
		SP:Iteration 6Q (22138.850000 sec): 3 clusters
  Score: Raw -50733.363010 + Penalty 1976.721146 = -48756.641864
  nChanged 6
		SP:Iteration 7Q (22139.080000 sec): 3 clusters
  Score: Raw -50763.435215 + Penalty 1976.721146 = -48786.714069
  nChanged 5
		SP:Iteration 8Q (22139.300000 sec): 3 clusters
  Score: Raw -50802.478699 + Penalty 1976.721146 = -48825.757554
  nChanged 4
		SP:Iteration 9Q (22139.470000 sec): 3 clusters
  Score: Raw -50837.027533 + Penalty 1976.721146 = -48860.306387
  nChanged 1
		SP:Iteration 10Q (22139.630000 sec): 3 clusters
  Score: Raw -50847.803945 + Penalty 1976.721146 = -48871.082799
  nChanged 1
		SP:Iteration 11Q (22139.840000 sec): 3 clusters
  Score: Raw -50862.195919 + Penalty 1976.721146 = -48885.474773
  nChanged 2
		SP:Iteration 12Q (22140.020000 sec): 3 clusters
  Score: Raw -50878.825382 + Penalty 1976.721146 = -48902.104236
  nChanged 1
		SP:Iteration 13Q (22140.190000 sec): 3 clusters
  Score: Raw -50881.773884 + Penalty 1976.721146 = -48905.052738
  nChanged 0
		SP:Iteration 14F (22140.500000 sec): 3 clusters
  Score: Raw -50881.773884 + Penalty 1976.721146 = -48905.052738
  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 11.19 GB.

 Trying to split cluster 12 (7893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22140.670000 sec): 2 clusters
  Score: Raw -912336.566110 + Penalty 1458.231380 = -910878.334730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22140.870000 sec): 3 clusters
  Score: Raw -907979.200534 + Penalty 2916.462760 = -905062.737774
  nChanged 3333
		SP:Iteration 1F (22141.130000 sec): 3 clusters
  Score: Raw -909920.527763 + Penalty 2916.462760 = -907004.065003
  nChanged 614
		SP:Iteration 2F (22141.390000 sec): 3 clusters
  Score: Raw -910305.422117 + Penalty 2916.462760 = -907388.959357
  nChanged 530
		SP:Iteration 3F (22141.610000 sec): 3 clusters
  Score: Raw -910639.717635 + Penalty 2916.462760 = -907723.254874
  nChanged 490
		SP:Iteration 4F (22141.870000 sec): 3 clusters
  Score: Raw -910992.256262 + Penalty 2916.462760 = -908075.793502
  nChanged 497
		SP:Iteration 5F (22142.100000 sec): 3 clusters
  Score: Raw -911368.532454 + Penalty 2916.462760 = -908452.069694
  nChanged 468
		SP:Iteration 6F (22142.320000 sec): 3 clusters
  Score: Raw -911680.284893 + Penalty 2916.462760 = -908763.822133
  nChanged 382
		SP:Iteration 7Q (22142.540000 sec): 3 clusters
  Score: Raw -911898.696771 + Penalty 2916.462760 = -908982.234010
  nChanged 328
		SP:Iteration 8Q (22142.800000 sec): 3 clusters
  Score: Raw -912073.615178 + Penalty 2916.462760 = -909157.152418
  nChanged 233
		SP:Iteration 9Q (22143.010000 sec): 3 clusters
  Score: Raw -912189.663469 + Penalty 2916.462760 = -909273.200709
  nChanged 203
		SP:Iteration 10Q (22143.260000 sec): 3 clusters
  Score: Raw -912295.396283 + Penalty 2916.462760 = -909378.933523
  nChanged 162
		SP:Iteration 11Q (22143.470000 sec): 3 clusters
  Score: Raw -912385.575760 + Penalty 2916.462760 = -909469.113000
  nChanged 160
		SP:Iteration 12Q (22143.690000 sec): 3 clusters
  Score: Raw -912478.865372 + Penalty 2916.462760 = -909562.402612
  nChanged 153
		SP:Iteration 13Q (22143.920000 sec): 3 clusters
  Score: Raw -912563.546210 + Penalty 2916.462760 = -909647.083450
  nChanged 122
		SP:Iteration 14Q (22144.140000 sec): 3 clusters
  Score: Raw -912620.469517 + Penalty 2916.462760 = -909704.006757
  nChanged 86
		SP:Iteration 15Q (22144.410000 sec): 3 clusters
  Score: Raw -912651.193208 + Penalty 2916.462760 = -909734.730448
  nChanged 64
		SP:Iteration 16Q (22144.620000 sec): 3 clusters
  Score: Raw -912671.007561 + Penalty 2916.462760 = -909754.544801
  nChanged 51
		SP:Iteration 17Q (22144.860000 sec): 3 clusters
  Score: Raw -912684.078705 + Penalty 2916.462760 = -909767.615945
  nChanged 37
		SP:Iteration 18Q (22145.150000 sec): 3 clusters
  Score: Raw -912692.878204 + Penalty 2916.462760 = -909776.415444
  nChanged 27
		SP:Iteration 19Q (22145.360000 sec): 3 clusters
  Score: Raw -912698.585423 + Penalty 2916.462760 = -909782.122663
  nChanged 20
		SP:Iteration 20F (22145.560000 sec): 3 clusters
  Score: Raw -912703.197826 + Penalty 2916.462760 = -909786.735066
  nChanged 16
		SP:Iteration 21Q (22145.820000 sec): 3 clusters
  Score: Raw -912706.554378 + Penalty 2916.462760 = -909790.091618
  nChanged 15
		SP:Iteration 22Q (22146.100000 sec): 3 clusters
  Score: Raw -912708.920727 + Penalty 2916.462760 = -909792.457967
  nChanged 10
		SP:Iteration 23Q (22146.360000 sec): 3 clusters
  Score: Raw -912711.235483 + Penalty 2916.462760 = -909794.772723
  nChanged 10
		SP:Iteration 24Q (22146.600000 sec): 3 clusters
  Score: Raw -912713.250600 + Penalty 2916.462760 = -909796.787840
  nChanged 10
		SP:Iteration 25Q (22146.810000 sec): 3 clusters
  Score: Raw -912716.019524 + Penalty 2916.462760 = -909799.556764
  nChanged 7
		SP:Iteration 26Q (22147.050000 sec): 3 clusters
  Score: Raw -912717.749417 + Penalty 2916.462760 = -909801.286657
  nChanged 8
		SP:Iteration 27Q (22147.370000 sec): 3 clusters
  Score: Raw -912719.236916 + Penalty 2916.462760 = -909802.774156
  nChanged 10
		SP:Iteration 28Q (22147.640000 sec): 3 clusters
  Score: Raw -912721.461898 + Penalty 2916.462760 = -909804.999138
  nChanged 9
		SP:Iteration 29Q (22147.920000 sec): 3 clusters
  Score: Raw -912722.488178 + Penalty 2916.462760 = -909806.025418
  nChanged 7
		SP:Iteration 30Q (22148.150000 sec): 3 clusters
  Score: Raw -912723.600993 + Penalty 2916.462760 = -909807.138233
  nChanged 6
		SP:Iteration 31Q (22148.420000 sec): 3 clusters
  Score: Raw -912724.718048 + Penalty 2916.462760 = -909808.255288
  nChanged 6
		SP:Iteration 32Q (22148.660000 sec): 3 clusters
  Score: Raw -912725.974179 + Penalty 2916.462760 = -909809.511419
  nChanged 8
		SP:Iteration 33Q (22148.960000 sec): 3 clusters
  Score: Raw -912727.497717 + Penalty 2916.462760 = -909811.034957
  nChanged 6
		SP:Iteration 34Q (22149.160000 sec): 3 clusters
  Score: Raw -912728.516938 + Penalty 2916.462760 = -909812.054178
  nChanged 2
		SP:Iteration 35Q (22149.440000 sec): 3 clusters
  Score: Raw -912728.996518 + Penalty 2916.462760 = -909812.533758
  nChanged 3
		SP:Iteration 36Q (22149.620000 sec): 3 clusters
  Score: Raw -912729.410836 + Penalty 2916.462760 = -909812.948076
  nChanged 0
		SP:Iteration 37F (22149.810000 sec): 3 clusters
  Score: Raw -912729.410836 + Penalty 2916.462760 = -909812.948076
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (37254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22150.060000 sec): 2 clusters
  Score: Raw -4409369.185362 + Penalty 1710.396123 = -4407658.789240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22150.470000 sec): 3 clusters
  Score: Raw -4386021.801321 + Penalty 3420.792245 = -4382601.009076
  nChanged 17263
		SP:Iteration 1F (22150.880000 sec): 3 clusters
  Score: Raw -4396044.579045 + Penalty 3420.792245 = -4392623.786799
  nChanged 1706
		SP:Iteration 2Q (22151.290000 sec): 3 clusters
  Score: Raw -4396708.025026 + Penalty 3420.792245 = -4393287.232780
  nChanged 1869
		SP:Iteration 3F (22151.700000 sec): 3 clusters
  Score: Raw -4397573.833998 + Penalty 3420.792245 = -4394153.041753
  nChanged 1981
		SP:Iteration 4F (22152.110000 sec): 3 clusters
  Score: Raw -4398666.439793 + Penalty 3420.792245 = -4395245.647548
  nChanged 2320
		SP:Iteration 5F (22152.510000 sec): 3 clusters
  Score: Raw -4400216.540714 + Penalty 3420.792245 = -4396795.748469
  nChanged 2479
		SP:Iteration 6F (22152.910000 sec): 3 clusters
  Score: Raw -4402210.215370 + Penalty 3420.792245 = -4398789.423124
  nChanged 2429
		SP:Iteration 7F (22153.300000 sec): 3 clusters
  Score: Raw -4404335.632491 + Penalty 3420.792245 = -4400914.840246
  nChanged 2156
		SP:Iteration 8F (22153.780000 sec): 3 clusters
  Score: Raw -4406257.786000 + Penalty 3420.792245 = -4402836.993755
  nChanged 1536
		SP:Iteration 9Q (22154.140000 sec): 3 clusters
  Score: Raw -4407611.975937 + Penalty 3420.792245 = -4404191.183692
  nChanged 1003
		SP:Iteration 10Q (22154.520000 sec): 3 clusters
  Score: Raw -4408475.088647 + Penalty 3420.792245 = -4405054.296401
  nChanged 648
		SP:Iteration 11Q (22154.940000 sec): 3 clusters
  Score: Raw -4408985.514047 + Penalty 3420.792245 = -4405564.721802
  nChanged 412
		SP:Iteration 12Q (22155.290000 sec): 3 clusters
  Score: Raw -4409330.075370 + Penalty 3420.792245 = -4405909.283125
  nChanged 278
		SP:Iteration 13Q (22155.640000 sec): 3 clusters
  Score: Raw -4409570.613087 + Penalty 3420.792245 = -4406149.820842
  nChanged 196
		SP:Iteration 14Q (22156.010000 sec): 3 clusters
  Score: Raw -4409740.427526 + Penalty 3420.792245 = -4406319.635281
  nChanged 144
		SP:Iteration 15Q (22156.320000 sec): 3 clusters
  Score: Raw -4409851.435434 + Penalty 3420.792245 = -4406430.643189
  nChanged 101
		SP:Iteration 16Q (22156.660000 sec): 3 clusters
  Score: Raw -4409917.485548 + Penalty 3420.792245 = -4406496.693303
  nChanged 77
		SP:Iteration 17Q (22156.970000 sec): 3 clusters
  Score: Raw -4409958.180766 + Penalty 3420.792245 = -4406537.388520
  nChanged 49
		SP:Iteration 18Q (22157.320000 sec): 3 clusters
  Score: Raw -4409983.353274 + Penalty 3420.792245 = -4406562.561028
  nChanged 40
		SP:Iteration 19Q (22157.680000 sec): 3 clusters
  Score: Raw -4410001.991780 + Penalty 3420.792245 = -4406581.199535
  nChanged 25
		SP:Iteration 20F (22158.060000 sec): 3 clusters
  Score: Raw -4410012.160453 + Penalty 3420.792245 = -4406591.368208
  nChanged 18
		SP:Iteration 21Q (22158.440000 sec): 3 clusters
  Score: Raw -4410020.242074 + Penalty 3420.792245 = -4406599.449829
  nChanged 17
		SP:Iteration 22Q (22158.810000 sec): 3 clusters
  Score: Raw -4410026.357901 + Penalty 3420.792245 = -4406605.565656
  nChanged 14
		SP:Iteration 23Q (22159.140000 sec): 3 clusters
  Score: Raw -4410030.850676 + Penalty 3420.792245 = -4406610.058431
  nChanged 12
		SP:Iteration 24Q (22159.460000 sec): 3 clusters
  Score: Raw -4410033.764572 + Penalty 3420.792245 = -4406612.972327
  nChanged 10
		SP:Iteration 25Q (22159.820000 sec): 3 clusters
  Score: Raw -4410036.625206 + Penalty 3420.792245 = -4406615.832961
  nChanged 6
		SP:Iteration 26Q (22160.190000 sec): 3 clusters
  Score: Raw -4410039.840148 + Penalty 3420.792245 = -4406619.047903
  nChanged 7
		SP:Iteration 27Q (22160.540000 sec): 3 clusters
  Score: Raw -4410042.882810 + Penalty 3420.792245 = -4406622.090565
  nChanged 8
		SP:Iteration 28Q (22160.990000 sec): 3 clusters
  Score: Raw -4410045.643838 + Penalty 3420.792245 = -4406624.851593
  nChanged 7
		SP:Iteration 29Q (22161.390000 sec): 3 clusters
  Score: Raw -4410048.392509 + Penalty 3420.792245 = -4406627.600264
  nChanged 7
		SP:Iteration 30Q (22161.750000 sec): 3 clusters
  Score: Raw -4410051.791770 + Penalty 3420.792245 = -4406630.999525
  nChanged 8
		SP:Iteration 31Q (22162.120000 sec): 3 clusters
  Score: Raw -4410057.370126 + Penalty 3420.792245 = -4406636.577881
  nChanged 12
		SP:Iteration 32Q (22162.440000 sec): 3 clusters
  Score: Raw -4410062.189312 + Penalty 3420.792245 = -4406641.397067
  nChanged 8
		SP:Iteration 33Q (22162.840000 sec): 3 clusters
  Score: Raw -4410065.750779 + Penalty 3420.792245 = -4406644.958533
  nChanged 10
		SP:Iteration 34Q (22163.190000 sec): 3 clusters
  Score: Raw -4410070.105941 + Penalty 3420.792245 = -4406649.313695
  nChanged 8
		SP:Iteration 35Q (22163.570000 sec): 3 clusters
  Score: Raw -4410072.736082 + Penalty 3420.792245 = -4406651.943837
  nChanged 2
		SP:Iteration 36Q (22163.900000 sec): 3 clusters
  Score: Raw -4410073.964776 + Penalty 3420.792245 = -4406653.172531
  nChanged 7
		SP:Iteration 37Q (22164.290000 sec): 3 clusters
  Score: Raw -4410076.147935 + Penalty 3420.792245 = -4406655.355690
  nChanged 5
		SP:Iteration 38Q (22164.660000 sec): 3 clusters
  Score: Raw -4410077.833190 + Penalty 3420.792245 = -4406657.040945
  nChanged 2
		SP:Iteration 39Q (22165.030000 sec): 3 clusters
  Score: Raw -4410078.611917 + Penalty 3420.792245 = -4406657.819671
  nChanged 2
		SP:Iteration 40F (22165.380000 sec): 3 clusters
  Score: Raw -4410079.406723 + Penalty 3420.792245 = -4406658.614478
  nChanged 1
		SP:Iteration 41Q (22165.770000 sec): 3 clusters
  Score: Raw -4410079.677689 + Penalty 3420.792245 = -4406658.885443
  nChanged 0
		SP:Iteration 42F (22166.150000 sec): 3 clusters
  Score: Raw -4410079.677689 + Penalty 3420.792245 = -4406658.885443
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22166.280000 sec): 2 clusters
  Score: Raw -67168.288292 + Penalty 1028.579647 = -66139.708645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22166.530000 sec): 3 clusters
  Score: Raw -67085.773575 + Penalty 2057.159294 = -65028.614281
  nChanged 132
		SP:Iteration 1F (22166.690000 sec): 3 clusters
  Score: Raw -67236.833639 + Penalty 2057.159294 = -65179.674345
  nChanged 33
		SP:Iteration 2F (22166.900000 sec): 3 clusters
  Score: Raw -67288.588334 + Penalty 2057.159294 = -65231.429040
  nChanged 17
		SP:Iteration 3Q (22167.110000 sec): 3 clusters
  Score: Raw -67314.567571 + Penalty 2057.159294 = -65257.408277
  nChanged 11
		SP:Iteration 4Q (22167.310000 sec): 3 clusters
  Score: Raw -67329.169223 + Penalty 2057.159294 = -65272.009929
  nChanged 10
		SP:Iteration 5Q (22167.550000 sec): 3 clusters
  Score: Raw -67343.000901 + Penalty 2057.159294 = -65285.841607
  nChanged 10
		SP:Iteration 6Q (22167.730000 sec): 3 clusters
  Score: Raw -67360.942075 + Penalty 2057.159294 = -65303.782780
  nChanged 11
		SP:Iteration 7Q (22167.940000 sec): 3 clusters
  Score: Raw -67380.309125 + Penalty 2057.159294 = -65323.149830
  nChanged 11
		SP:Iteration 8Q (22168.220000 sec): 3 clusters
  Score: Raw -67398.581290 + Penalty 2057.159294 = -65341.421996
  nChanged 8
		SP:Iteration 9Q (22168.430000 sec): 3 clusters
  Score: Raw -67409.634209 + Penalty 2057.159294 = -65352.474915
  nChanged 5
		SP:Iteration 10Q (22168.630000 sec): 3 clusters
  Score: Raw -67418.481605 + Penalty 2057.159294 = -65361.322311
  nChanged 8
		SP:Iteration 11Q (22168.790000 sec): 3 clusters
  Score: Raw -67432.750065 + Penalty 2057.159294 = -65375.590771
  nChanged 6
		SP:Iteration 12Q (22168.950000 sec): 3 clusters
  Score: Raw -67439.851623 + Penalty 2057.159294 = -65382.692329
  nChanged 3
		SP:Iteration 13Q (22169.050000 sec): 3 clusters
  Score: Raw -67444.910940 + Penalty 2057.159294 = -65387.751645
  nChanged 2
		SP:Iteration 14Q (22169.220000 sec): 3 clusters
  Score: Raw -67446.530507 + Penalty 2057.159294 = -65389.371213
  nChanged 2
		SP:Iteration 15Q (22169.390000 sec): 3 clusters
  Score: Raw -67450.183339 + Penalty 2057.159294 = -65393.024045
  nChanged 3
		SP:Iteration 16Q (22169.580000 sec): 3 clusters
  Score: Raw -67453.642219 + Penalty 2057.159294 = -65396.482924
  nChanged 1
		SP:Iteration 17Q (22169.800000 sec): 3 clusters
  Score: Raw -67455.873283 + Penalty 2057.159294 = -65398.713989
  nChanged 3
		SP:Iteration 18Q (22170.020000 sec): 3 clusters
  Score: Raw -67459.481112 + Penalty 2057.159294 = -65402.321818
  nChanged 3
		SP:Iteration 19Q (22170.220000 sec): 3 clusters
  Score: Raw -67467.784455 + Penalty 2057.159294 = -65410.625160
  nChanged 3
		SP:Iteration 20F (22170.400000 sec): 3 clusters
  Score: Raw -67471.407019 + Penalty 2057.159294 = -65414.247724
  nChanged 4
		SP:Iteration 21Q (22170.600000 sec): 3 clusters
  Score: Raw -67478.497450 + Penalty 2057.159294 = -65421.338156
  nChanged 1
		SP:Iteration 22Q (22170.780000 sec): 3 clusters
  Score: Raw -67479.734227 + Penalty 2057.159294 = -65422.574932
  nChanged 0
		SP:Iteration 23F (22170.980000 sec): 3 clusters
  Score: Raw -67479.734227 + Penalty 2057.159294 = -65422.574932
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (13432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22171.140000 sec): 2 clusters
  Score: Raw -1533382.871435 + Penalty 1544.626720 = -1531838.244715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22171.440000 sec): 3 clusters
  Score: Raw -1525436.383055 + Penalty 3089.253440 = -1522347.129615
  nChanged 5984
		SP:Iteration 1F (22171.770000 sec): 3 clusters
  Score: Raw -1528756.574433 + Penalty 3089.253440 = -1525667.320993
  nChanged 864
		SP:Iteration 2F (22172.040000 sec): 3 clusters
  Score: Raw -1529194.914956 + Penalty 3089.253440 = -1526105.661517
  nChanged 839
		SP:Iteration 3F (22172.320000 sec): 3 clusters
  Score: Raw -1529689.848159 + Penalty 3089.253440 = -1526600.594719
  nChanged 887
		SP:Iteration 4F (22172.650000 sec): 3 clusters
  Score: Raw -1530300.236393 + Penalty 3089.253440 = -1527210.982954
  nChanged 928
		SP:Iteration 5F (22172.890000 sec): 3 clusters
  Score: Raw -1531040.363815 + Penalty 3089.253440 = -1527951.110376
  nChanged 838
		SP:Iteration 6F (22173.200000 sec): 3 clusters
  Score: Raw -1531737.634415 + Penalty 3089.253440 = -1528648.380975
  nChanged 692
		SP:Iteration 7F (22173.440000 sec): 3 clusters
  Score: Raw -1532358.953146 + Penalty 3089.253440 = -1529269.699706
  nChanged 507
		SP:Iteration 8Q (22173.720000 sec): 3 clusters
  Score: Raw -1532818.426804 + Penalty 3089.253440 = -1529729.173364
  nChanged 332
		SP:Iteration 9Q (22173.980000 sec): 3 clusters
  Score: Raw -1533116.403073 + Penalty 3089.253440 = -1530027.149633
  nChanged 224
		SP:Iteration 10Q (22174.330000 sec): 3 clusters
  Score: Raw -1533302.104499 + Penalty 3089.253440 = -1530212.851059
  nChanged 149
		SP:Iteration 11Q (22174.660000 sec): 3 clusters
  Score: Raw -1533399.534623 + Penalty 3089.253440 = -1530310.281183
  nChanged 96
		SP:Iteration 12Q (22174.890000 sec): 3 clusters
  Score: Raw -1533458.649440 + Penalty 3089.253440 = -1530369.396001
  nChanged 78
		SP:Iteration 13Q (22175.130000 sec): 3 clusters
  Score: Raw -1533505.379762 + Penalty 3089.253440 = -1530416.126323
  nChanged 59
		SP:Iteration 14Q (22175.350000 sec): 3 clusters
  Score: Raw -1533549.021679 + Penalty 3089.253440 = -1530459.768239
  nChanged 55
		SP:Iteration 15Q (22175.640000 sec): 3 clusters
  Score: Raw -1533585.409964 + Penalty 3089.253440 = -1530496.156524
  nChanged 47
		SP:Iteration 16Q (22175.920000 sec): 3 clusters
  Score: Raw -1533616.592227 + Penalty 3089.253440 = -1530527.338787
  nChanged 29
		SP:Iteration 17Q (22176.190000 sec): 3 clusters
  Score: Raw -1533632.912140 + Penalty 3089.253440 = -1530543.658700
  nChanged 27
		SP:Iteration 18Q (22176.430000 sec): 3 clusters
  Score: Raw -1533648.949559 + Penalty 3089.253440 = -1530559.696119
  nChanged 22
		SP:Iteration 19Q (22176.690000 sec): 3 clusters
  Score: Raw -1533661.697443 + Penalty 3089.253440 = -1530572.444003
  nChanged 16
		SP:Iteration 20F (22176.970000 sec): 3 clusters
  Score: Raw -1533670.630289 + Penalty 3089.253440 = -1530581.376849
  nChanged 18
		SP:Iteration 21Q (22177.230000 sec): 3 clusters
  Score: Raw -1533679.057002 + Penalty 3089.253440 = -1530589.803562
  nChanged 12
		SP:Iteration 22Q (22177.420000 sec): 3 clusters
  Score: Raw -1533685.915213 + Penalty 3089.253440 = -1530596.661773
  nChanged 13
		SP:Iteration 23Q (22177.670000 sec): 3 clusters
  Score: Raw -1533695.566592 + Penalty 3089.253440 = -1530606.313152
  nChanged 14
		SP:Iteration 24Q (22177.880000 sec): 3 clusters
  Score: Raw -1533704.087445 + Penalty 3089.253440 = -1530614.834005
  nChanged 13
		SP:Iteration 25Q (22178.130000 sec): 3 clusters
  Score: Raw -1533711.914443 + Penalty 3089.253440 = -1530622.661004
  nChanged 15
		SP:Iteration 26Q (22178.390000 sec): 3 clusters
  Score: Raw -1533723.116587 + Penalty 3089.253440 = -1530633.863148
  nChanged 15
		SP:Iteration 27Q (22178.610000 sec): 3 clusters
  Score: Raw -1533732.358312 + Penalty 3089.253440 = -1530643.104873
  nChanged 4
		SP:Iteration 28Q (22178.940000 sec): 3 clusters
  Score: Raw -1533734.075995 + Penalty 3089.253440 = -1530644.822556
  nChanged 4
		SP:Iteration 29Q (22179.170000 sec): 3 clusters
  Score: Raw -1533736.044934 + Penalty 3089.253440 = -1530646.791495
  nChanged 4
		SP:Iteration 30Q (22179.410000 sec): 3 clusters
  Score: Raw -1533738.598663 + Penalty 3089.253440 = -1530649.345223
  nChanged 7
		SP:Iteration 31Q (22179.670000 sec): 3 clusters
  Score: Raw -1533743.710932 + Penalty 3089.253440 = -1530654.457493
  nChanged 10
		SP:Iteration 32Q (22179.970000 sec): 3 clusters
  Score: Raw -1533750.061013 + Penalty 3089.253440 = -1530660.807573
  nChanged 8
		SP:Iteration 33Q (22180.210000 sec): 3 clusters
  Score: Raw -1533754.391834 + Penalty 3089.253440 = -1530665.138395
  nChanged 7
		SP:Iteration 34Q (22180.400000 sec): 3 clusters
  Score: Raw -1533759.365137 + Penalty 3089.253440 = -1530670.111698
  nChanged 6
		SP:Iteration 35Q (22180.650000 sec): 3 clusters
  Score: Raw -1533762.996761 + Penalty 3089.253440 = -1530673.743322
  nChanged 8
		SP:Iteration 36Q (22180.920000 sec): 3 clusters
  Score: Raw -1533766.098403 + Penalty 3089.253440 = -1530676.844963
  nChanged 3
		SP:Iteration 37Q (22181.110000 sec): 3 clusters
  Score: Raw -1533767.823182 + Penalty 3089.253440 = -1530678.569742
  nChanged 2
		SP:Iteration 38Q (22181.320000 sec): 3 clusters
  Score: Raw -1533770.689116 + Penalty 3089.253440 = -1530681.435676
  nChanged 8
		SP:Iteration 39Q (22181.600000 sec): 3 clusters
  Score: Raw -1533776.226379 + Penalty 3089.253440 = -1530686.972940
  nChanged 3
		SP:Iteration 40F (22181.830000 sec): 3 clusters
  Score: Raw -1533777.683995 + Penalty 3089.253440 = -1530688.430556
  nChanged 1
		SP:Iteration 41Q (22182.100000 sec): 3 clusters
  Score: Raw -1533778.255385 + Penalty 3089.253440 = -1530689.001945
  nChanged 1
		SP:Iteration 42Q (22182.380000 sec): 3 clusters
  Score: Raw -1533778.318289 + Penalty 3089.253440 = -1530689.064849
  nChanged 0
		SP:Iteration 43F (22182.630000 sec): 3 clusters
  Score: Raw -1533778.318289 + Penalty 3089.253440 = -1530689.064849
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (16085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22182.770000 sec): 2 clusters
  Score: Raw -1766243.936930 + Penalty 1573.916896 = -1764670.020034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22183.020000 sec): 3 clusters
  Score: Raw -1756710.165798 + Penalty 3147.833793 = -1753562.332005
  nChanged 7213
		SP:Iteration 1F (22183.280000 sec): 3 clusters
  Score: Raw -1760590.356029 + Penalty 3147.833793 = -1757442.522236
  nChanged 880
		SP:Iteration 2F (22183.590000 sec): 3 clusters
  Score: Raw -1760928.634393 + Penalty 3147.833793 = -1757780.800600
  nChanged 771
		SP:Iteration 3Q (22183.840000 sec): 3 clusters
  Score: Raw -1761255.995282 + Penalty 3147.833793 = -1758108.161490
  nChanged 789
		SP:Iteration 4Q (22184.160000 sec): 3 clusters
  Score: Raw -1761618.855504 + Penalty 3147.833793 = -1758471.021711
  nChanged 862
		SP:Iteration 5F (22184.410000 sec): 3 clusters
  Score: Raw -1762095.431854 + Penalty 3147.833793 = -1758947.598061
  nChanged 983
		SP:Iteration 6F (22184.660000 sec): 3 clusters
  Score: Raw -1762726.496943 + Penalty 3147.833793 = -1759578.663150
  nChanged 1061
		SP:Iteration 7F (22184.880000 sec): 3 clusters
  Score: Raw -1763534.059857 + Penalty 3147.833793 = -1760386.226064
  nChanged 1100
		SP:Iteration 8F (22185.130000 sec): 3 clusters
  Score: Raw -1764466.429619 + Penalty 3147.833793 = -1761318.595826
  nChanged 887
		SP:Iteration 9F (22185.410000 sec): 3 clusters
  Score: Raw -1765280.963561 + Penalty 3147.833793 = -1762133.129768
  nChanged 596
		SP:Iteration 10Q (22185.690000 sec): 3 clusters
  Score: Raw -1765832.233612 + Penalty 3147.833793 = -1762684.399819
  nChanged 344
		SP:Iteration 11Q (22185.940000 sec): 3 clusters
  Score: Raw -1766134.014387 + Penalty 3147.833793 = -1762986.180594
  nChanged 208
		SP:Iteration 12Q (22186.190000 sec): 3 clusters
  Score: Raw -1766314.615857 + Penalty 3147.833793 = -1763166.782064
  nChanged 111
		SP:Iteration 13Q (22186.490000 sec): 3 clusters
  Score: Raw -1766401.031547 + Penalty 3147.833793 = -1763253.197754
  nChanged 67
		SP:Iteration 14Q (22186.710000 sec): 3 clusters
  Score: Raw -1766450.973896 + Penalty 3147.833793 = -1763303.140103
  nChanged 45
		SP:Iteration 15Q (22186.980000 sec): 3 clusters
  Score: Raw -1766496.043565 + Penalty 3147.833793 = -1763348.209772
  nChanged 36
		SP:Iteration 16Q (22187.240000 sec): 3 clusters
  Score: Raw -1766531.148893 + Penalty 3147.833793 = -1763383.315100
  nChanged 27
		SP:Iteration 17Q (22187.450000 sec): 3 clusters
  Score: Raw -1766555.467652 + Penalty 3147.833793 = -1763407.633859
  nChanged 16
		SP:Iteration 18Q (22187.780000 sec): 3 clusters
  Score: Raw -1766568.073960 + Penalty 3147.833793 = -1763420.240167
  nChanged 12
		SP:Iteration 19Q (22188.030000 sec): 3 clusters
  Score: Raw -1766579.870973 + Penalty 3147.833793 = -1763432.037180
  nChanged 8
		SP:Iteration 20F (22188.300000 sec): 3 clusters
  Score: Raw -1766586.094724 + Penalty 3147.833793 = -1763438.260931
  nChanged 9
		SP:Iteration 21Q (22188.560000 sec): 3 clusters
  Score: Raw -1766591.087582 + Penalty 3147.833793 = -1763443.253789
  nChanged 6
		SP:Iteration 22Q (22188.810000 sec): 3 clusters
  Score: Raw -1766594.852520 + Penalty 3147.833793 = -1763447.018728
  nChanged 5
		SP:Iteration 23Q (22189.060000 sec): 3 clusters
  Score: Raw -1766596.760571 + Penalty 3147.833793 = -1763448.926778
  nChanged 1
		SP:Iteration 24Q (22189.300000 sec): 3 clusters
  Score: Raw -1766598.106519 + Penalty 3147.833793 = -1763450.272726
  nChanged 0
		SP:Iteration 25F (22189.560000 sec): 3 clusters
  Score: Raw -1766598.106519 + Penalty 3147.833793 = -1763450.272726
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (10515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22189.720000 sec): 2 clusters
  Score: Raw -1205969.597831 + Penalty 1504.840689 = -1204464.757142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22189.960000 sec): 3 clusters
  Score: Raw -1200000.116004 + Penalty 3009.681379 = -1196990.434626
  nChanged 4557
		SP:Iteration 1F (22190.180000 sec): 3 clusters
  Score: Raw -1202554.033657 + Penalty 3009.681379 = -1199544.352279
  nChanged 688
		SP:Iteration 2F (22190.420000 sec): 3 clusters
  Score: Raw -1202871.750993 + Penalty 3009.681379 = -1199862.069614
  nChanged 547
		SP:Iteration 3F (22190.680000 sec): 3 clusters
  Score: Raw -1203119.694384 + Penalty 3009.681379 = -1200110.013005
  nChanged 489
		SP:Iteration 4Q (22190.950000 sec): 3 clusters
  Score: Raw -1203333.153508 + Penalty 3009.681379 = -1200323.472129
  nChanged 432
		SP:Iteration 5Q (22191.150000 sec): 3 clusters
  Score: Raw -1203522.146149 + Penalty 3009.681379 = -1200512.464770
  nChanged 401
		SP:Iteration 6Q (22191.450000 sec): 3 clusters
  Score: Raw -1203706.739044 + Penalty 3009.681379 = -1200697.057665
  nChanged 411
		SP:Iteration 7Q (22191.680000 sec): 3 clusters
  Score: Raw -1203932.848315 + Penalty 3009.681379 = -1200923.166936
  nChanged 419
		SP:Iteration 8Q (22191.910000 sec): 3 clusters
  Score: Raw -1204179.905946 + Penalty 3009.681379 = -1201170.224567
  nChanged 407
		SP:Iteration 9Q (22192.110000 sec): 3 clusters
  Score: Raw -1204424.108107 + Penalty 3009.681379 = -1201414.426728
  nChanged 401
		SP:Iteration 10Q (22192.360000 sec): 3 clusters
  Score: Raw -1204667.063947 + Penalty 3009.681379 = -1201657.382568
  nChanged 362
		SP:Iteration 11Q (22192.600000 sec): 3 clusters
  Score: Raw -1204842.659722 + Penalty 3009.681379 = -1201832.978344
  nChanged 289
		SP:Iteration 12Q (22192.770000 sec): 3 clusters
  Score: Raw -1204969.868660 + Penalty 3009.681379 = -1201960.187281
  nChanged 212
		SP:Iteration 13Q (22192.930000 sec): 3 clusters
  Score: Raw -1205056.276924 + Penalty 3009.681379 = -1202046.595545
  nChanged 172
		SP:Iteration 14Q (22193.180000 sec): 3 clusters
  Score: Raw -1205126.900498 + Penalty 3009.681379 = -1202117.219120
  nChanged 146
		SP:Iteration 15Q (22193.460000 sec): 3 clusters
  Score: Raw -1205184.256651 + Penalty 3009.681379 = -1202174.575272
  nChanged 137
		SP:Iteration 16Q (22193.710000 sec): 3 clusters
  Score: Raw -1205232.977431 + Penalty 3009.681379 = -1202223.296052
  nChanged 122
		SP:Iteration 17Q (22193.960000 sec): 3 clusters
  Score: Raw -1205269.648099 + Penalty 3009.681379 = -1202259.966720
  nChanged 117
		SP:Iteration 18Q (22194.230000 sec): 3 clusters
  Score: Raw -1205314.041305 + Penalty 3009.681379 = -1202304.359926
  nChanged 116
		SP:Iteration 19Q (22194.430000 sec): 3 clusters
  Score: Raw -1205355.827313 + Penalty 3009.681379 = -1202346.145934
  nChanged 119
		SP:Iteration 20F (22194.670000 sec): 3 clusters
  Score: Raw -1205398.496213 + Penalty 3009.681379 = -1202388.814835
  nChanged 107
		SP:Iteration 21Q (22194.950000 sec): 3 clusters
  Score: Raw -1205435.033275 + Penalty 3009.681379 = -1202425.351896
  nChanged 96
		SP:Iteration 22Q (22195.200000 sec): 3 clusters
  Score: Raw -1205465.329697 + Penalty 3009.681379 = -1202455.648318
  nChanged 83
		SP:Iteration 23Q (22195.420000 sec): 3 clusters
  Score: Raw -1205492.923643 + Penalty 3009.681379 = -1202483.242264
  nChanged 70
		SP:Iteration 24Q (22195.670000 sec): 3 clusters
  Score: Raw -1205513.259604 + Penalty 3009.681379 = -1202503.578225
  nChanged 68
		SP:Iteration 25Q (22195.970000 sec): 3 clusters
  Score: Raw -1205530.120565 + Penalty 3009.681379 = -1202520.439187
  nChanged 76
		SP:Iteration 26Q (22196.230000 sec): 3 clusters
  Score: Raw -1205551.944562 + Penalty 3009.681379 = -1202542.263183
  nChanged 67
		SP:Iteration 27Q (22196.470000 sec): 3 clusters
  Score: Raw -1205568.917008 + Penalty 3009.681379 = -1202559.235630
  nChanged 62
		SP:Iteration 28Q (22196.730000 sec): 3 clusters
  Score: Raw -1205584.557449 + Penalty 3009.681379 = -1202574.876070
  nChanged 56
		SP:Iteration 29Q (22196.970000 sec): 3 clusters
  Score: Raw -1205598.826423 + Penalty 3009.681379 = -1202589.145044
  nChanged 67
		SP:Iteration 30Q (22197.230000 sec): 3 clusters
  Score: Raw -1205618.279731 + Penalty 3009.681379 = -1202608.598352
  nChanged 63
		SP:Iteration 31Q (22197.480000 sec): 3 clusters
  Score: Raw -1205635.928509 + Penalty 3009.681379 = -1202626.247130
  nChanged 52
		SP:Iteration 32Q (22197.710000 sec): 3 clusters
  Score: Raw -1205647.474348 + Penalty 3009.681379 = -1202637.792970
  nChanged 48
		SP:Iteration 33Q (22197.960000 sec): 3 clusters
  Score: Raw -1205660.254490 + Penalty 3009.681379 = -1202650.573112
  nChanged 51
		SP:Iteration 34Q (22198.240000 sec): 3 clusters
  Score: Raw -1205673.001724 + Penalty 3009.681379 = -1202663.320346
  nChanged 51
		SP:Iteration 35Q (22198.460000 sec): 3 clusters
  Score: Raw -1205683.283702 + Penalty 3009.681379 = -1202673.602323
  nChanged 36
		SP:Iteration 36Q (22198.750000 sec): 3 clusters
  Score: Raw -1205690.948043 + Penalty 3009.681379 = -1202681.266665
  nChanged 30
		SP:Iteration 37Q (22198.980000 sec): 3 clusters
  Score: Raw -1205696.341393 + Penalty 3009.681379 = -1202686.660014
  nChanged 32
		SP:Iteration 38Q (22199.210000 sec): 3 clusters
  Score: Raw -1205703.393086 + Penalty 3009.681379 = -1202693.711708
  nChanged 37
		SP:Iteration 39Q (22199.430000 sec): 3 clusters
  Score: Raw -1205711.138863 + Penalty 3009.681379 = -1202701.457484
  nChanged 30
		SP:Iteration 40F (22199.710000 sec): 3 clusters
  Score: Raw -1205717.001169 + Penalty 3009.681379 = -1202707.319790
  nChanged 31
		SP:Iteration 41Q (22199.910000 sec): 3 clusters
  Score: Raw -1205723.844416 + Penalty 3009.681379 = -1202714.163037
  nChanged 42
		SP:Iteration 42Q (22200.190000 sec): 3 clusters
  Score: Raw -1205734.287576 + Penalty 3009.681379 = -1202724.606197
  nChanged 44
		SP:Iteration 43Q (22200.430000 sec): 3 clusters
  Score: Raw -1205746.080978 + Penalty 3009.681379 = -1202736.399599
  nChanged 44
		SP:Iteration 44Q (22200.760000 sec): 3 clusters
  Score: Raw -1205759.044541 + Penalty 3009.681379 = -1202749.363162
  nChanged 40
		SP:Iteration 45Q (22200.990000 sec): 3 clusters
  Score: Raw -1205767.981682 + Penalty 3009.681379 = -1202758.300304
  nChanged 29
		SP:Iteration 46Q (22201.210000 sec): 3 clusters
  Score: Raw -1205775.003574 + Penalty 3009.681379 = -1202765.322195
  nChanged 24
		SP:Iteration 47Q (22201.470000 sec): 3 clusters
  Score: Raw -1205780.319121 + Penalty 3009.681379 = -1202770.637742
  nChanged 25
		SP:Iteration 48Q (22201.680000 sec): 3 clusters
  Score: Raw -1205785.061064 + Penalty 3009.681379 = -1202775.379686
  nChanged 24
		SP:Iteration 49Q (22201.950000 sec): 3 clusters
  Score: Raw -1205789.936154 + Penalty 3009.681379 = -1202780.254775
  nChanged 21
		SP:Iteration 50Q (22202.200000 sec): 3 clusters
  Score: Raw -1205794.370294 + Penalty 3009.681379 = -1202784.688915
  nChanged 19
		SP:Iteration 51Q (22202.400000 sec): 3 clusters
  Score: Raw -1205798.666368 + Penalty 3009.681379 = -1202788.984990
  nChanged 23
		SP:Iteration 52Q (22202.620000 sec): 3 clusters
  Score: Raw -1205803.826965 + Penalty 3009.681379 = -1202794.145586
  nChanged 21
		SP:Iteration 53Q (22202.850000 sec): 3 clusters
  Score: Raw -1205809.452971 + Penalty 3009.681379 = -1202799.771593
  nChanged 28
		SP:Iteration 54Q (22203.080000 sec): 3 clusters
  Score: Raw -1205816.511256 + Penalty 3009.681379 = -1202806.829877
  nChanged 29
		SP:Iteration 55Q (22203.330000 sec): 3 clusters
  Score: Raw -1205823.294727 + Penalty 3009.681379 = -1202813.613348
  nChanged 29
		SP:Iteration 56Q (22203.570000 sec): 3 clusters
  Score: Raw -1205830.366862 + Penalty 3009.681379 = -1202820.685483
  nChanged 25
		SP:Iteration 57Q (22203.810000 sec): 3 clusters
  Score: Raw -1205835.622802 + Penalty 3009.681379 = -1202825.941424
  nChanged 16
		SP:Iteration 58Q (22204.020000 sec): 3 clusters
  Score: Raw -1205838.921600 + Penalty 3009.681379 = -1202829.240221
  nChanged 21
		SP:Iteration 59Q (22204.310000 sec): 3 clusters
  Score: Raw -1205844.151526 + Penalty 3009.681379 = -1202834.470147
  nChanged 24
		SP:Iteration 60F (22204.520000 sec): 3 clusters
  Score: Raw -1205849.889916 + Penalty 3009.681379 = -1202840.208537
  nChanged 24
		SP:Iteration 61Q (22204.720000 sec): 3 clusters
  Score: Raw -1205856.840879 + Penalty 3009.681379 = -1202847.159500
  nChanged 32
		SP:Iteration 62Q (22204.960000 sec): 3 clusters
  Score: Raw -1205866.497997 + Penalty 3009.681379 = -1202856.816618
  nChanged 28
		SP:Iteration 63Q (22205.160000 sec): 3 clusters
  Score: Raw -1205874.368953 + Penalty 3009.681379 = -1202864.687575
  nChanged 39
		SP:Iteration 64Q (22205.350000 sec): 3 clusters
  Score: Raw -1205886.158449 + Penalty 3009.681379 = -1202876.477070
  nChanged 33
		SP:Iteration 65Q (22205.540000 sec): 3 clusters
  Score: Raw -1205895.029391 + Penalty 3009.681379 = -1202885.348012
  nChanged 33
		SP:Iteration 66Q (22205.750000 sec): 3 clusters
  Score: Raw -1205903.637678 + Penalty 3009.681379 = -1202893.956300
  nChanged 31
		SP:Iteration 67Q (22206.040000 sec): 3 clusters
  Score: Raw -1205911.435136 + Penalty 3009.681379 = -1202901.753757
  nChanged 30
		SP:Iteration 68Q (22206.220000 sec): 3 clusters
  Score: Raw -1205920.078011 + Penalty 3009.681379 = -1202910.396632
  nChanged 29
		SP:Iteration 69Q (22206.480000 sec): 3 clusters
  Score: Raw -1205928.215874 + Penalty 3009.681379 = -1202918.534495
  nChanged 22
		SP:Iteration 70Q (22206.740000 sec): 3 clusters
  Score: Raw -1205934.194080 + Penalty 3009.681379 = -1202924.512702
  nChanged 20
		SP:Iteration 71Q (22206.980000 sec): 3 clusters
  Score: Raw -1205940.431254 + Penalty 3009.681379 = -1202930.749875
  nChanged 18
		SP:Iteration 72Q (22207.220000 sec): 3 clusters
  Score: Raw -1205945.030242 + Penalty 3009.681379 = -1202935.348863
  nChanged 17
		SP:Iteration 73Q (22207.420000 sec): 3 clusters
  Score: Raw -1205950.355618 + Penalty 3009.681379 = -1202940.674239
  nChanged 22
		SP:Iteration 74Q (22207.640000 sec): 3 clusters
  Score: Raw -1205957.022280 + Penalty 3009.681379 = -1202947.340901
  nChanged 22
		SP:Iteration 75Q (22207.850000 sec): 3 clusters
  Score: Raw -1205964.809376 + Penalty 3009.681379 = -1202955.127998
  nChanged 29
		SP:Iteration 76Q (22208.140000 sec): 3 clusters
  Score: Raw -1205974.355354 + Penalty 3009.681379 = -1202964.673976
  nChanged 25
		SP:Iteration 77Q (22208.340000 sec): 3 clusters
  Score: Raw -1205980.464983 + Penalty 3009.681379 = -1202970.783604
  nChanged 23
		SP:Iteration 78Q (22208.580000 sec): 3 clusters
  Score: Raw -1205988.091959 + Penalty 3009.681379 = -1202978.410581
  nChanged 19
		SP:Iteration 79Q (22208.810000 sec): 3 clusters
  Score: Raw -1205996.766254 + Penalty 3009.681379 = -1202987.084875
  nChanged 21
		SP:Iteration 80F (22209.010000 sec): 3 clusters
  Score: Raw -1206004.005168 + Penalty 3009.681379 = -1202994.323789
  nChanged 16
		SP:Iteration 81Q (22209.280000 sec): 3 clusters
  Score: Raw -1206007.861469 + Penalty 3009.681379 = -1202998.180091
  nChanged 17
		SP:Iteration 82Q (22209.460000 sec): 3 clusters
  Score: Raw -1206012.403631 + Penalty 3009.681379 = -1203002.722253
  nChanged 19
		SP:Iteration 83Q (22209.700000 sec): 3 clusters
  Score: Raw -1206018.530079 + Penalty 3009.681379 = -1203008.848700
  nChanged 20
		SP:Iteration 84Q (22209.940000 sec): 3 clusters
  Score: Raw -1206025.437787 + Penalty 3009.681379 = -1203015.756408
  nChanged 18
		SP:Iteration 85Q (22210.170000 sec): 3 clusters
  Score: Raw -1206031.788589 + Penalty 3009.681379 = -1203022.107210
  nChanged 17
		SP:Iteration 86Q (22210.390000 sec): 3 clusters
  Score: Raw -1206036.433036 + Penalty 3009.681379 = -1203026.751657
  nChanged 12
		SP:Iteration 87Q (22210.580000 sec): 3 clusters
  Score: Raw -1206040.146208 + Penalty 3009.681379 = -1203030.464829
  nChanged 9
		SP:Iteration 88Q (22210.850000 sec): 3 clusters
  Score: Raw -1206042.796199 + Penalty 3009.681379 = -1203033.114820
  nChanged 8
		SP:Iteration 89Q (22211.030000 sec): 3 clusters
  Score: Raw -1206044.774312 + Penalty 3009.681379 = -1203035.092934
  nChanged 4
		SP:Iteration 90Q (22211.250000 sec): 3 clusters
  Score: Raw -1206045.685323 + Penalty 3009.681379 = -1203036.003944
  nChanged 0
		SP:Iteration 91F (22211.520000 sec): 3 clusters
  Score: Raw -1206045.685323 + Penalty 3009.681379 = -1203036.003944
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22211.640000 sec): 2 clusters
  Score: Raw -156981.849992 + Penalty 1190.977732 = -155790.872260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22211.880000 sec): 3 clusters
  Score: Raw -156438.946312 + Penalty 2381.955464 = -154056.990848
  nChanged 525
		SP:Iteration 1F (22212.090000 sec): 3 clusters
  Score: Raw -156948.187544 + Penalty 2381.955464 = -154566.232079
  nChanged 145
		SP:Iteration 2F (22212.260000 sec): 3 clusters
  Score: Raw -157100.404982 + Penalty 2381.955464 = -154718.449517
  nChanged 76
		SP:Iteration 3Q (22212.400000 sec): 3 clusters
  Score: Raw -157177.826931 + Penalty 2381.955464 = -154795.871467
  nChanged 53
		SP:Iteration 4Q (22212.550000 sec): 3 clusters
  Score: Raw -157225.497969 + Penalty 2381.955464 = -154843.542505
  nChanged 40
		SP:Iteration 5Q (22212.710000 sec): 3 clusters
  Score: Raw -157266.461705 + Penalty 2381.955464 = -154884.506241
  nChanged 38
		SP:Iteration 6Q (22212.880000 sec): 3 clusters
  Score: Raw -157310.543495 + Penalty 2381.955464 = -154928.588031
  nChanged 38
		SP:Iteration 7Q (22213.080000 sec): 3 clusters
  Score: Raw -157364.139635 + Penalty 2381.955464 = -154982.184171
  nChanged 34
		SP:Iteration 8Q (22213.240000 sec): 3 clusters
  Score: Raw -157418.521731 + Penalty 2381.955464 = -155036.566267
  nChanged 31
		SP:Iteration 9Q (22213.390000 sec): 3 clusters
  Score: Raw -157449.803032 + Penalty 2381.955464 = -155067.847568
  nChanged 27
		SP:Iteration 10Q (22213.600000 sec): 3 clusters
  Score: Raw -157468.133381 + Penalty 2381.955464 = -155086.177917
  nChanged 21
		SP:Iteration 11Q (22213.810000 sec): 3 clusters
  Score: Raw -157483.565603 + Penalty 2381.955464 = -155101.610138
  nChanged 13
		SP:Iteration 12Q (22214.020000 sec): 3 clusters
  Score: Raw -157494.660338 + Penalty 2381.955464 = -155112.704873
  nChanged 16
		SP:Iteration 13Q (22214.220000 sec): 3 clusters
  Score: Raw -157506.652329 + Penalty 2381.955464 = -155124.696865
  nChanged 19
		SP:Iteration 14Q (22214.400000 sec): 3 clusters
  Score: Raw -157525.397036 + Penalty 2381.955464 = -155143.441572
  nChanged 27
		SP:Iteration 15Q (22214.620000 sec): 3 clusters
  Score: Raw -157547.395829 + Penalty 2381.955464 = -155165.440364
  nChanged 35
		SP:Iteration 16Q (22214.780000 sec): 3 clusters
  Score: Raw -157581.151696 + Penalty 2381.955464 = -155199.196232
  nChanged 29
		SP:Iteration 17Q (22215.000000 sec): 3 clusters
  Score: Raw -157604.896394 + Penalty 2381.955464 = -155222.940930
  nChanged 19
		SP:Iteration 18Q (22215.150000 sec): 3 clusters
  Score: Raw -157620.448276 + Penalty 2381.955464 = -155238.492812
  nChanged 17
		SP:Iteration 19Q (22215.320000 sec): 3 clusters
  Score: Raw -157633.935846 + Penalty 2381.955464 = -155251.980381
  nChanged 14
		SP:Iteration 20F (22215.470000 sec): 3 clusters
  Score: Raw -157646.179641 + Penalty 2381.955464 = -155264.224177
  nChanged 16
		SP:Iteration 21Q (22215.640000 sec): 3 clusters
  Score: Raw -157659.766808 + Penalty 2381.955464 = -155277.811344
  nChanged 11
		SP:Iteration 22Q (22215.810000 sec): 3 clusters
  Score: Raw -157670.306633 + Penalty 2381.955464 = -155288.351168
  nChanged 16
		SP:Iteration 23Q (22216.030000 sec): 3 clusters
  Score: Raw -157681.892727 + Penalty 2381.955464 = -155299.937263
  nChanged 9
		SP:Iteration 24Q (22216.180000 sec): 3 clusters
  Score: Raw -157686.791628 + Penalty 2381.955464 = -155304.836164
  nChanged 4
		SP:Iteration 25Q (22216.320000 sec): 3 clusters
  Score: Raw -157689.066436 + Penalty 2381.955464 = -155307.110972
  nChanged 6
		SP:Iteration 26Q (22216.510000 sec): 3 clusters
  Score: Raw -157693.026842 + Penalty 2381.955464 = -155311.071378
  nChanged 9
		SP:Iteration 27Q (22216.680000 sec): 3 clusters
  Score: Raw -157699.044395 + Penalty 2381.955464 = -155317.088930
  nChanged 4
		SP:Iteration 28Q (22216.880000 sec): 3 clusters
  Score: Raw -157702.295344 + Penalty 2381.955464 = -155320.339880
  nChanged 5
		SP:Iteration 29Q (22217.030000 sec): 3 clusters
  Score: Raw -157707.432200 + Penalty 2381.955464 = -155325.476736
  nChanged 5
		SP:Iteration 30Q (22217.200000 sec): 3 clusters
  Score: Raw -157711.949702 + Penalty 2381.955464 = -155329.994238
  nChanged 4
		SP:Iteration 31Q (22217.370000 sec): 3 clusters
  Score: Raw -157715.163744 + Penalty 2381.955464 = -155333.208280
  nChanged 3
		SP:Iteration 32Q (22217.570000 sec): 3 clusters
  Score: Raw -157717.598833 + Penalty 2381.955464 = -155335.643369
  nChanged 4
		SP:Iteration 33Q (22217.780000 sec): 3 clusters
  Score: Raw -157722.106002 + Penalty 2381.955464 = -155340.150537
  nChanged 7
		SP:Iteration 34Q (22217.960000 sec): 3 clusters
  Score: Raw -157727.373537 + Penalty 2381.955464 = -155345.418073
  nChanged 8
		SP:Iteration 35Q (22218.140000 sec): 3 clusters
  Score: Raw -157734.421658 + Penalty 2381.955464 = -155352.466194
  nChanged 6
		SP:Iteration 36Q (22218.290000 sec): 3 clusters
  Score: Raw -157741.121391 + Penalty 2381.955464 = -155359.165927
  nChanged 7
		SP:Iteration 37Q (22218.430000 sec): 3 clusters
  Score: Raw -157747.987785 + Penalty 2381.955464 = -155366.032321
  nChanged 6
		SP:Iteration 38Q (22218.600000 sec): 3 clusters
  Score: Raw -157753.917686 + Penalty 2381.955464 = -155371.962221
  nChanged 8
		SP:Iteration 39Q (22218.800000 sec): 3 clusters
  Score: Raw -157761.930720 + Penalty 2381.955464 = -155379.975255
  nChanged 8
		SP:Iteration 40F (22218.930000 sec): 3 clusters
  Score: Raw -157766.974831 + Penalty 2381.955464 = -155385.019367
  nChanged 3
		SP:Iteration 41Q (22219.120000 sec): 3 clusters
  Score: Raw -157769.130867 + Penalty 2381.955464 = -155387.175402
  nChanged 5
		SP:Iteration 42Q (22219.310000 sec): 3 clusters
  Score: Raw -157773.711614 + Penalty 2381.955464 = -155391.756149
  nChanged 4
		SP:Iteration 43Q (22219.490000 sec): 3 clusters
  Score: Raw -157776.924481 + Penalty 2381.955464 = -155394.969016
  nChanged 3
		SP:Iteration 44Q (22219.600000 sec): 3 clusters
  Score: Raw -157779.776257 + Penalty 2381.955464 = -155397.820793
  nChanged 5
		SP:Iteration 45Q (22219.790000 sec): 3 clusters
  Score: Raw -157785.134509 + Penalty 2381.955464 = -155403.179045
  nChanged 7
		SP:Iteration 46Q (22219.950000 sec): 3 clusters
  Score: Raw -157792.495017 + Penalty 2381.955464 = -155410.539553
  nChanged 7
		SP:Iteration 47Q (22220.120000 sec): 3 clusters
  Score: Raw -157802.105620 + Penalty 2381.955464 = -155420.150156
  nChanged 9
		SP:Iteration 48Q (22220.300000 sec): 3 clusters
  Score: Raw -157809.915847 + Penalty 2381.955464 = -155427.960383
  nChanged 5
		SP:Iteration 49Q (22220.470000 sec): 3 clusters
  Score: Raw -157813.369795 + Penalty 2381.955464 = -155431.414331
  nChanged 6
		SP:Iteration 50Q (22220.640000 sec): 3 clusters
  Score: Raw -157817.475374 + Penalty 2381.955464 = -155435.519910
  nChanged 3
		SP:Iteration 51Q (22220.800000 sec): 3 clusters
  Score: Raw -157819.810747 + Penalty 2381.955464 = -155437.855282
  nChanged 4
		SP:Iteration 52Q (22220.970000 sec): 3 clusters
  Score: Raw -157822.094368 + Penalty 2381.955464 = -155440.138903
  nChanged 0
		SP:Iteration 53F (22221.130000 sec): 3 clusters
  Score: Raw -157822.094368 + Penalty 2381.955464 = -155440.138903
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (18072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22221.300000 sec): 2 clusters
  Score: Raw -2130356.243101 + Penalty 1592.844347 = -2128763.398754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22221.620000 sec): 3 clusters
  Score: Raw -2119453.404112 + Penalty 3185.688694 = -2116267.715418
  nChanged 8161
		SP:Iteration 1F (22221.890000 sec): 3 clusters
  Score: Raw -2123917.815484 + Penalty 3185.688694 = -2120732.126791
  nChanged 1018
		SP:Iteration 2F (22222.190000 sec): 3 clusters
  Score: Raw -2124345.801879 + Penalty 3185.688694 = -2121160.113185
  nChanged 1057
		SP:Iteration 3F (22222.470000 sec): 3 clusters
  Score: Raw -2124933.501758 + Penalty 3185.688694 = -2121747.813064
  nChanged 1227
		SP:Iteration 4F (22222.720000 sec): 3 clusters
  Score: Raw -2125773.666328 + Penalty 3185.688694 = -2122587.977634
  nChanged 1407
		SP:Iteration 5F (22223.010000 sec): 3 clusters
  Score: Raw -2126951.437077 + Penalty 3185.688694 = -2123765.748383
  nChanged 1432
		SP:Iteration 6F (22223.260000 sec): 3 clusters
  Score: Raw -2128264.217677 + Penalty 3185.688694 = -2125078.528983
  nChanged 1083
		SP:Iteration 7F (22223.570000 sec): 3 clusters
  Score: Raw -2129293.127833 + Penalty 3185.688694 = -2126107.439139
  nChanged 752
		SP:Iteration 8Q (22223.820000 sec): 3 clusters
  Score: Raw -2129965.405550 + Penalty 3185.688694 = -2126779.716856
  nChanged 400
		SP:Iteration 9Q (22224.120000 sec): 3 clusters
  Score: Raw -2130286.362129 + Penalty 3185.688694 = -2127100.673435
  nChanged 251
		SP:Iteration 10Q (22224.410000 sec): 3 clusters
  Score: Raw -2130494.516800 + Penalty 3185.688694 = -2127308.828106
  nChanged 165
		SP:Iteration 11Q (22224.640000 sec): 3 clusters
  Score: Raw -2130608.407656 + Penalty 3185.688694 = -2127422.718962
  nChanged 103
		SP:Iteration 12Q (22224.930000 sec): 3 clusters
  Score: Raw -2130664.429419 + Penalty 3185.688694 = -2127478.740725
  nChanged 70
		SP:Iteration 13Q (22225.220000 sec): 3 clusters
  Score: Raw -2130695.442609 + Penalty 3185.688694 = -2127509.753915
  nChanged 48
		SP:Iteration 14Q (22225.510000 sec): 3 clusters
  Score: Raw -2130719.854499 + Penalty 3185.688694 = -2127534.165805
  nChanged 41
		SP:Iteration 15Q (22225.870000 sec): 3 clusters
  Score: Raw -2130735.426242 + Penalty 3185.688694 = -2127549.737548
  nChanged 26
		SP:Iteration 16Q (22226.130000 sec): 3 clusters
  Score: Raw -2130745.336661 + Penalty 3185.688694 = -2127559.647967
  nChanged 12
		SP:Iteration 17Q (22226.370000 sec): 3 clusters
  Score: Raw -2130749.369743 + Penalty 3185.688694 = -2127563.681049
  nChanged 7
		SP:Iteration 18Q (22226.650000 sec): 3 clusters
  Score: Raw -2130752.704812 + Penalty 3185.688694 = -2127567.016118
  nChanged 8
		SP:Iteration 19Q (22226.920000 sec): 3 clusters
  Score: Raw -2130755.906704 + Penalty 3185.688694 = -2127570.218010
  nChanged 7
		SP:Iteration 20F (22227.190000 sec): 3 clusters
  Score: Raw -2130758.088775 + Penalty 3185.688694 = -2127572.400081
  nChanged 3
		SP:Iteration 21Q (22227.490000 sec): 3 clusters
  Score: Raw -2130759.440469 + Penalty 3185.688694 = -2127573.751775
  nChanged 4
		SP:Iteration 22Q (22227.720000 sec): 3 clusters
  Score: Raw -2130761.819236 + Penalty 3185.688694 = -2127576.130542
  nChanged 7
		SP:Iteration 23Q (22228.010000 sec): 3 clusters
  Score: Raw -2130764.459330 + Penalty 3185.688694 = -2127578.770636
  nChanged 3
		SP:Iteration 24Q (22228.260000 sec): 3 clusters
  Score: Raw -2130765.709282 + Penalty 3185.688694 = -2127580.020588
  nChanged 3
		SP:Iteration 25Q (22228.540000 sec): 3 clusters
  Score: Raw -2130766.467280 + Penalty 3185.688694 = -2127580.778586
  nChanged 2
		SP:Iteration 26Q (22228.770000 sec): 3 clusters
  Score: Raw -2130767.037298 + Penalty 3185.688694 = -2127581.348604
  nChanged 3
		SP:Iteration 27Q (22228.980000 sec): 3 clusters
  Score: Raw -2130768.294320 + Penalty 3185.688694 = -2127582.605626
  nChanged 7
		SP:Iteration 28Q (22229.260000 sec): 3 clusters
  Score: Raw -2130770.121267 + Penalty 3185.688694 = -2127584.432573
  nChanged 4
		SP:Iteration 29Q (22229.540000 sec): 3 clusters
  Score: Raw -2130771.325904 + Penalty 3185.688694 = -2127585.637210
  nChanged 3
		SP:Iteration 30Q (22229.810000 sec): 3 clusters
  Score: Raw -2130772.788499 + Penalty 3185.688694 = -2127587.099805
  nChanged 4
		SP:Iteration 31Q (22230.100000 sec): 3 clusters
  Score: Raw -2130774.225806 + Penalty 3185.688694 = -2127588.537112
  nChanged 5
		SP:Iteration 32Q (22230.330000 sec): 3 clusters
  Score: Raw -2130776.053110 + Penalty 3185.688694 = -2127590.364416
  nChanged 5
		SP:Iteration 33Q (22230.580000 sec): 3 clusters
  Score: Raw -2130778.242270 + Penalty 3185.688694 = -2127592.553576
  nChanged 9
		SP:Iteration 34Q (22230.820000 sec): 3 clusters
  Score: Raw -2130781.276421 + Penalty 3185.688694 = -2127595.587727
  nChanged 6
		SP:Iteration 35Q (22231.090000 sec): 3 clusters
  Score: Raw -2130783.608048 + Penalty 3185.688694 = -2127597.919354
  nChanged 5
		SP:Iteration 36Q (22231.320000 sec): 3 clusters
  Score: Raw -2130785.080053 + Penalty 3185.688694 = -2127599.391359
  nChanged 1
		SP:Iteration 37Q (22231.560000 sec): 3 clusters
  Score: Raw -2130785.375624 + Penalty 3185.688694 = -2127599.686930
  nChanged 1
		SP:Iteration 38Q (22231.850000 sec): 3 clusters
  Score: Raw -2130785.549214 + Penalty 3185.688694 = -2127599.860520
  nChanged 2
		SP:Iteration 39Q (22232.040000 sec): 3 clusters
  Score: Raw -2130786.533701 + Penalty 3185.688694 = -2127600.845007
  nChanged 3
		SP:Iteration 40F (22232.310000 sec): 3 clusters
  Score: Raw -2130787.963359 + Penalty 3185.688694 = -2127602.274666
  nChanged 2
		SP:Iteration 41Q (22232.550000 sec): 3 clusters
  Score: Raw -2130788.623918 + Penalty 3185.688694 = -2127602.935224
  nChanged 0
		SP:Iteration 42F (22232.790000 sec): 3 clusters
  Score: Raw -2130788.623918 + Penalty 3185.688694 = -2127602.935224
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 20 (153686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22233.520000 sec): 2 clusters
  Score: Raw -17535009.487122 + Penalty 1940.683361 = -17533068.803761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22234.290000 sec): 3 clusters
  Score: Raw -17434276.933257 + Penalty 3881.366723 = -17430395.566535
  nChanged 74041
		SP:Iteration 1F (22235.170000 sec): 3 clusters
  Score: Raw -17478353.631806 + Penalty 3881.366723 = -17474472.265083
  nChanged 5772
		SP:Iteration 2Q (22236.090000 sec): 3 clusters
  Score: Raw -17480125.760214 + Penalty 3881.366723 = -17476244.393491
  nChanged 6593
		SP:Iteration 3Q (22237.040000 sec): 3 clusters
  Score: Raw -17482503.853064 + Penalty 3881.366723 = -17478622.486341
  nChanged 7495
		SP:Iteration 4Q (22237.960000 sec): 3 clusters
  Score: Raw -17485689.846102 + Penalty 3881.366723 = -17481808.479380
  nChanged 8738
		SP:Iteration 5F (22238.880000 sec): 3 clusters
  Score: Raw -17490103.112397 + Penalty 3881.366723 = -17486221.745675
  nChanged 9811
		SP:Iteration 6F (22239.750000 sec): 3 clusters
  Score: Raw -17495672.271638 + Penalty 3881.366723 = -17491790.904916
  nChanged 10214
		SP:Iteration 7F (22240.590000 sec): 3 clusters
  Score: Raw -17502157.630185 + Penalty 3881.366723 = -17498276.263463
  nChanged 10185
		SP:Iteration 8F (22241.470000 sec): 3 clusters
  Score: Raw -17509294.626219 + Penalty 3881.366723 = -17505413.259496
  nChanged 9570
		SP:Iteration 9F (22242.370000 sec): 3 clusters
  Score: Raw -17516644.168620 + Penalty 3881.366723 = -17512762.801897
  nChanged 8389
		SP:Iteration 10F (22243.320000 sec): 3 clusters
  Score: Raw -17523731.017811 + Penalty 3881.366723 = -17519849.651088
  nChanged 6360
		SP:Iteration 11Q (22244.250000 sec): 3 clusters
  Score: Raw -17529254.598623 + Penalty 3881.366723 = -17525373.231901
  nChanged 3868
		SP:Iteration 12Q (22245.200000 sec): 3 clusters
  Score: Raw -17532615.622502 + Penalty 3881.366723 = -17528734.255779
  nChanged 1819
		SP:Iteration 13Q (22246.060000 sec): 3 clusters
  Score: Raw -17534112.293472 + Penalty 3881.366723 = -17530230.926750
  nChanged 745
		SP:Iteration 14Q (22246.950000 sec): 3 clusters
  Score: Raw -17534716.265141 + Penalty 3881.366723 = -17530834.898419
  nChanged 299
		SP:Iteration 15Q (22247.760000 sec): 3 clusters
  Score: Raw -17534956.434821 + Penalty 3881.366723 = -17531075.068099
  nChanged 152
		SP:Iteration 16Q (22248.530000 sec): 3 clusters
  Score: Raw -17535098.411176 + Penalty 3881.366723 = -17531217.044453
  nChanged 82
		SP:Iteration 17Q (22249.420000 sec): 3 clusters
  Score: Raw -17535177.910515 + Penalty 3881.366723 = -17531296.543793
  nChanged 44
		SP:Iteration 18Q (22250.210000 sec): 3 clusters
  Score: Raw -17535219.413786 + Penalty 3881.366723 = -17531338.047064
  nChanged 33
		SP:Iteration 19Q (22250.980000 sec): 3 clusters
  Score: Raw -17535251.972038 + Penalty 3881.366723 = -17531370.605316
  nChanged 24
		SP:Iteration 20F (22251.840000 sec): 3 clusters
  Score: Raw -17535274.657416 + Penalty 3881.366723 = -17531393.290693
  nChanged 14
		SP:Iteration 21Q (22252.670000 sec): 3 clusters
  Score: Raw -17535286.004600 + Penalty 3881.366723 = -17531404.637878
  nChanged 9
		SP:Iteration 22Q (22253.420000 sec): 3 clusters
  Score: Raw -17535293.907666 + Penalty 3881.366723 = -17531412.540943
  nChanged 7
		SP:Iteration 23Q (22254.140000 sec): 3 clusters
  Score: Raw -17535301.920990 + Penalty 3881.366723 = -17531420.554268
  nChanged 8
		SP:Iteration 24Q (22254.930000 sec): 3 clusters
  Score: Raw -17535309.409844 + Penalty 3881.366723 = -17531428.043121
  nChanged 8
		SP:Iteration 25Q (22255.780000 sec): 3 clusters
  Score: Raw -17535315.435660 + Penalty 3881.366723 = -17531434.068938
  nChanged 4
		SP:Iteration 26Q (22256.550000 sec): 3 clusters
  Score: Raw -17535319.073264 + Penalty 3881.366723 = -17531437.706542
  nChanged 6
		SP:Iteration 27Q (22257.320000 sec): 3 clusters
  Score: Raw -17535323.087101 + Penalty 3881.366723 = -17531441.720378
  nChanged 7
		SP:Iteration 28Q (22258.090000 sec): 3 clusters
  Score: Raw -17535328.414441 + Penalty 3881.366723 = -17531447.047718
  nChanged 11
		SP:Iteration 29Q (22258.870000 sec): 3 clusters
  Score: Raw -17535339.210214 + Penalty 3881.366723 = -17531457.843492
  nChanged 11
		SP:Iteration 30Q (22259.640000 sec): 3 clusters
  Score: Raw -17535348.154954 + Penalty 3881.366723 = -17531466.788231
  nChanged 7
		SP:Iteration 31Q (22260.390000 sec): 3 clusters
  Score: Raw -17535354.086589 + Penalty 3881.366723 = -17531472.719866
  nChanged 7
		SP:Iteration 32Q (22261.170000 sec): 3 clusters
  Score: Raw -17535358.422739 + Penalty 3881.366723 = -17531477.056017
  nChanged 3
		SP:Iteration 33Q (22262.000000 sec): 3 clusters
  Score: Raw -17535360.209147 + Penalty 3881.366723 = -17531478.842424
  nChanged 1
		SP:Iteration 34Q (22262.730000 sec): 3 clusters
  Score: Raw -17535360.782831 + Penalty 3881.366723 = -17531479.416109
  nChanged 2
		SP:Iteration 35Q (22263.500000 sec): 3 clusters
  Score: Raw -17535362.108411 + Penalty 3881.366723 = -17531480.741689
  nChanged 0
		SP:Iteration 36F (22264.360000 sec): 3 clusters
  Score: Raw -17535362.108411 + Penalty 3881.366723 = -17531480.741689
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 21 (3931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22264.560000 sec): 2 clusters
  Score: Raw -489789.651770 + Penalty 1344.955483 = -488444.696287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22264.750000 sec): 3 clusters
  Score: Raw -487760.238961 + Penalty 2689.910966 = -485070.327996
  nChanged 1566
		SP:Iteration 1F (22264.990000 sec): 3 clusters
  Score: Raw -488704.977077 + Penalty 2689.910966 = -486015.066111
  nChanged 288
		SP:Iteration 2F (22265.170000 sec): 3 clusters
  Score: Raw -488845.101740 + Penalty 2689.910966 = -486155.190775
  nChanged 160
		SP:Iteration 3Q (22265.340000 sec): 3 clusters
  Score: Raw -488928.109771 + Penalty 2689.910966 = -486238.198805
  nChanged 146
		SP:Iteration 4Q (22265.570000 sec): 3 clusters
  Score: Raw -488997.826195 + Penalty 2689.910966 = -486307.915229
  nChanged 127
		SP:Iteration 5Q (22265.800000 sec): 3 clusters
  Score: Raw -489057.823217 + Penalty 2689.910966 = -486367.912251
  nChanged 112
		SP:Iteration 6Q (22266.000000 sec): 3 clusters
  Score: Raw -489109.971115 + Penalty 2689.910966 = -486420.060149
  nChanged 87
		SP:Iteration 7Q (22266.180000 sec): 3 clusters
  Score: Raw -489146.218553 + Penalty 2689.910966 = -486456.307587
  nChanged 86
		SP:Iteration 8Q (22266.370000 sec): 3 clusters
  Score: Raw -489186.225218 + Penalty 2689.910966 = -486496.314252
  nChanged 103
		SP:Iteration 9Q (22266.570000 sec): 3 clusters
  Score: Raw -489239.537551 + Penalty 2689.910966 = -486549.626585
  nChanged 99
		SP:Iteration 10Q (22266.750000 sec): 3 clusters
  Score: Raw -489291.464547 + Penalty 2689.910966 = -486601.553581
  nChanged 92
		SP:Iteration 11Q (22266.970000 sec): 3 clusters
  Score: Raw -489337.945712 + Penalty 2689.910966 = -486648.034746
  nChanged 103
		SP:Iteration 12Q (22267.160000 sec): 3 clusters
  Score: Raw -489394.519754 + Penalty 2689.910966 = -486704.608789
  nChanged 106
		SP:Iteration 13Q (22267.380000 sec): 3 clusters
  Score: Raw -489459.931463 + Penalty 2689.910966 = -486770.020497
  nChanged 103
		SP:Iteration 14Q (22267.540000 sec): 3 clusters
  Score: Raw -489528.683356 + Penalty 2689.910966 = -486838.772391
  nChanged 99
		SP:Iteration 15Q (22267.720000 sec): 3 clusters
  Score: Raw -489592.776910 + Penalty 2689.910966 = -486902.865944
  nChanged 85
		SP:Iteration 16Q (22267.910000 sec): 3 clusters
  Score: Raw -489653.616933 + Penalty 2689.910966 = -486963.705967
  nChanged 75
		SP:Iteration 17Q (22268.080000 sec): 3 clusters
  Score: Raw -489706.685121 + Penalty 2689.910966 = -487016.774156
  nChanged 53
		SP:Iteration 18Q (22268.240000 sec): 3 clusters
  Score: Raw -489746.228873 + Penalty 2689.910966 = -487056.317908
  nChanged 50
		SP:Iteration 19Q (22268.470000 sec): 3 clusters
  Score: Raw -489783.933506 + Penalty 2689.910966 = -487094.022540
  nChanged 33
		SP:Iteration 20F (22268.620000 sec): 3 clusters
  Score: Raw -489812.356602 + Penalty 2689.910966 = -487122.445637
  nChanged 44
		SP:Iteration 21Q (22268.790000 sec): 3 clusters
  Score: Raw -489846.796309 + Penalty 2689.910966 = -487156.885343
  nChanged 22
		SP:Iteration 22Q (22268.940000 sec): 3 clusters
  Score: Raw -489864.264870 + Penalty 2689.910966 = -487174.353904
  nChanged 21
		SP:Iteration 23Q (22269.090000 sec): 3 clusters
  Score: Raw -489883.582923 + Penalty 2689.910966 = -487193.671957
  nChanged 18
		SP:Iteration 24Q (22269.260000 sec): 3 clusters
  Score: Raw -489896.389982 + Penalty 2689.910966 = -487206.479016
  nChanged 10
		SP:Iteration 25Q (22269.480000 sec): 3 clusters
  Score: Raw -489903.788557 + Penalty 2689.910966 = -487213.877592
  nChanged 8
		SP:Iteration 26Q (22269.620000 sec): 3 clusters
  Score: Raw -489908.230144 + Penalty 2689.910966 = -487218.319178
  nChanged 5
		SP:Iteration 27Q (22269.770000 sec): 3 clusters
  Score: Raw -489911.056513 + Penalty 2689.910966 = -487221.145547
  nChanged 1
		SP:Iteration 28Q (22269.910000 sec): 3 clusters
  Score: Raw -489911.737138 + Penalty 2689.910966 = -487221.826172
  nChanged 1
		SP:Iteration 29Q (22270.070000 sec): 3 clusters
  Score: Raw -489912.502074 + Penalty 2689.910966 = -487222.591108
  nChanged 1
		SP:Iteration 30Q (22270.290000 sec): 3 clusters
  Score: Raw -489913.431029 + Penalty 2689.910966 = -487223.520064
  nChanged 0
		SP:Iteration 31F (22270.440000 sec): 3 clusters
  Score: Raw -489913.431029 + Penalty 2689.910966 = -487223.520064
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 22 (30971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22270.740000 sec): 2 clusters
  Score: Raw -3260593.036178 + Penalty 1680.381066 = -3258912.655112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22271.120000 sec): 3 clusters
  Score: Raw -3241470.249591 + Penalty 3360.762133 = -3238109.487459
  nChanged 14311
		SP:Iteration 1F (22271.450000 sec): 3 clusters
  Score: Raw -3250029.404576 + Penalty 3360.762133 = -3246668.642444
  nChanged 1880
		SP:Iteration 2F (22271.800000 sec): 3 clusters
  Score: Raw -3251020.182587 + Penalty 3360.762133 = -3247659.420454
  nChanged 1922
		SP:Iteration 3F (22272.100000 sec): 3 clusters
  Score: Raw -3252135.558105 + Penalty 3360.762133 = -3248774.795972
  nChanged 1982
		SP:Iteration 4F (22272.460000 sec): 3 clusters
  Score: Raw -3253410.803211 + Penalty 3360.762133 = -3250050.041079
  nChanged 1907
		SP:Iteration 5F (22272.850000 sec): 3 clusters
  Score: Raw -3254626.758075 + Penalty 3360.762133 = -3251265.995943
  nChanged 1754
		SP:Iteration 6F (22273.230000 sec): 3 clusters
  Score: Raw -3255723.380226 + Penalty 3360.762133 = -3252362.618094
  nChanged 1534
		SP:Iteration 7Q (22273.620000 sec): 3 clusters
  Score: Raw -3256600.844974 + Penalty 3360.762133 = -3253240.082841
  nChanged 1167
		SP:Iteration 8Q (22274.020000 sec): 3 clusters
  Score: Raw -3257122.288924 + Penalty 3360.762133 = -3253761.526792
  nChanged 870
		SP:Iteration 9Q (22274.350000 sec): 3 clusters
  Score: Raw -3257423.381915 + Penalty 3360.762133 = -3254062.619783
  nChanged 599
		SP:Iteration 10Q (22274.740000 sec): 3 clusters
  Score: Raw -3257603.529446 + Penalty 3360.762133 = -3254242.767314
  nChanged 451
		SP:Iteration 11Q (22275.140000 sec): 3 clusters
  Score: Raw -3257730.204465 + Penalty 3360.762133 = -3254369.442332
  nChanged 387
		SP:Iteration 12Q (22275.520000 sec): 3 clusters
  Score: Raw -3257829.189493 + Penalty 3360.762133 = -3254468.427361
  nChanged 346
		SP:Iteration 13Q (22275.890000 sec): 3 clusters
  Score: Raw -3257915.693580 + Penalty 3360.762133 = -3254554.931448
  nChanged 353
		SP:Iteration 14Q (22276.230000 sec): 3 clusters
  Score: Raw -3258002.967208 + Penalty 3360.762133 = -3254642.205075
  nChanged 346
		SP:Iteration 15Q (22276.580000 sec): 3 clusters
  Score: Raw -3258090.584637 + Penalty 3360.762133 = -3254729.822505
  nChanged 335
		SP:Iteration 16Q (22276.920000 sec): 3 clusters
  Score: Raw -3258173.348501 + Penalty 3360.762133 = -3254812.586368
  nChanged 326
		SP:Iteration 17Q (22277.300000 sec): 3 clusters
  Score: Raw -3258255.267678 + Penalty 3360.762133 = -3254894.505546
  nChanged 326
		SP:Iteration 18Q (22277.660000 sec): 3 clusters
  Score: Raw -3258336.302685 + Penalty 3360.762133 = -3254975.540553
  nChanged 321
		SP:Iteration 19Q (22278.010000 sec): 3 clusters
  Score: Raw -3258416.832395 + Penalty 3360.762133 = -3255056.070263
  nChanged 339
		SP:Iteration 20F (22278.420000 sec): 3 clusters
  Score: Raw -3258501.792107 + Penalty 3360.762133 = -3255141.029974
  nChanged 316
		SP:Iteration 21Q (22278.840000 sec): 3 clusters
  Score: Raw -3258578.670850 + Penalty 3360.762133 = -3255217.908717
  nChanged 321
		SP:Iteration 22Q (22279.210000 sec): 3 clusters
  Score: Raw -3258656.136218 + Penalty 3360.762133 = -3255295.374085
  nChanged 326
		SP:Iteration 23Q (22279.680000 sec): 3 clusters
  Score: Raw -3258739.973219 + Penalty 3360.762133 = -3255379.211086
  nChanged 327
		SP:Iteration 24Q (22280.010000 sec): 3 clusters
  Score: Raw -3258817.184392 + Penalty 3360.762133 = -3255456.422259
  nChanged 299
		SP:Iteration 25Q (22280.420000 sec): 3 clusters
  Score: Raw -3258889.921150 + Penalty 3360.762133 = -3255529.159017
  nChanged 288
		SP:Iteration 26Q (22280.750000 sec): 3 clusters
  Score: Raw -3258959.985102 + Penalty 3360.762133 = -3255599.222969
  nChanged 291
		SP:Iteration 27Q (22281.180000 sec): 3 clusters
  Score: Raw -3259027.760496 + Penalty 3360.762133 = -3255666.998363
  nChanged 301
		SP:Iteration 28Q (22281.570000 sec): 3 clusters
  Score: Raw -3259107.289148 + Penalty 3360.762133 = -3255746.527016
  nChanged 338
		SP:Iteration 29Q (22281.900000 sec): 3 clusters
  Score: Raw -3259200.968438 + Penalty 3360.762133 = -3255840.206305
  nChanged 316
		SP:Iteration 30Q (22282.230000 sec): 3 clusters
  Score: Raw -3259294.062356 + Penalty 3360.762133 = -3255933.300224
  nChanged 323
		SP:Iteration 31Q (22282.600000 sec): 3 clusters
  Score: Raw -3259385.984371 + Penalty 3360.762133 = -3256025.222238
  nChanged 299
		SP:Iteration 32Q (22282.950000 sec): 3 clusters
  Score: Raw -3259474.056766 + Penalty 3360.762133 = -3256113.294634
  nChanged 318
		SP:Iteration 33Q (22283.350000 sec): 3 clusters
  Score: Raw -3259575.742386 + Penalty 3360.762133 = -3256214.980253
  nChanged 296
		SP:Iteration 34Q (22283.700000 sec): 3 clusters
  Score: Raw -3259664.491158 + Penalty 3360.762133 = -3256303.729025
  nChanged 303
		SP:Iteration 35Q (22284.020000 sec): 3 clusters
  Score: Raw -3259756.459902 + Penalty 3360.762133 = -3256395.697769
  nChanged 294
		SP:Iteration 36Q (22284.430000 sec): 3 clusters
  Score: Raw -3259849.954871 + Penalty 3360.762133 = -3256489.192739
  nChanged 296
		SP:Iteration 37Q (22284.810000 sec): 3 clusters
  Score: Raw -3259945.436521 + Penalty 3360.762133 = -3256584.674388
  nChanged 289
		SP:Iteration 38Q (22285.120000 sec): 3 clusters
  Score: Raw -3260046.233215 + Penalty 3360.762133 = -3256685.471083
  nChanged 272
		SP:Iteration 39Q (22285.510000 sec): 3 clusters
  Score: Raw -3260149.862397 + Penalty 3360.762133 = -3256789.100265
  nChanged 275
		SP:Iteration 40F (22285.910000 sec): 3 clusters
  Score: Raw -3260254.441695 + Penalty 3360.762133 = -3256893.679563
  nChanged 267
		SP:Iteration 41Q (22286.270000 sec): 3 clusters
  Score: Raw -3260362.732146 + Penalty 3360.762133 = -3257001.970013
  nChanged 262
		SP:Iteration 42Q (22286.600000 sec): 3 clusters
  Score: Raw -3260471.576463 + Penalty 3360.762133 = -3257110.814330
  nChanged 230
		SP:Iteration 43Q (22286.990000 sec): 3 clusters
  Score: Raw -3260562.503917 + Penalty 3360.762133 = -3257201.741784
  nChanged 181
		SP:Iteration 44Q (22287.370000 sec): 3 clusters
  Score: Raw -3260636.306239 + Penalty 3360.762133 = -3257275.544106
  nChanged 163
		SP:Iteration 45Q (22287.730000 sec): 3 clusters
  Score: Raw -3260701.745225 + Penalty 3360.762133 = -3257340.983092
  nChanged 144
		SP:Iteration 46Q (22288.090000 sec): 3 clusters
  Score: Raw -3260754.673143 + Penalty 3360.762133 = -3257393.911010
  nChanged 113
		SP:Iteration 47Q (22288.450000 sec): 3 clusters
  Score: Raw -3260794.053195 + Penalty 3360.762133 = -3257433.291063
  nChanged 99
		SP:Iteration 48Q (22288.790000 sec): 3 clusters
  Score: Raw -3260828.966192 + Penalty 3360.762133 = -3257468.204060
  nChanged 86
		SP:Iteration 49Q (22289.110000 sec): 3 clusters
  Score: Raw -3260859.043058 + Penalty 3360.762133 = -3257498.280926
  nChanged 74
		SP:Iteration 50Q (22289.440000 sec): 3 clusters
  Score: Raw -3260886.534263 + Penalty 3360.762133 = -3257525.772131
  nChanged 73
		SP:Iteration 51Q (22289.750000 sec): 3 clusters
  Score: Raw -3260914.945674 + Penalty 3360.762133 = -3257554.183541
  nChanged 63
		SP:Iteration 52Q (22290.080000 sec): 3 clusters
  Score: Raw -3260934.548337 + Penalty 3360.762133 = -3257573.786204
  nChanged 48
		SP:Iteration 53Q (22290.400000 sec): 3 clusters
  Score: Raw -3260949.936034 + Penalty 3360.762133 = -3257589.173902
  nChanged 36
		SP:Iteration 54Q (22290.670000 sec): 3 clusters
  Score: Raw -3260959.467406 + Penalty 3360.762133 = -3257598.705274
  nChanged 35
		SP:Iteration 55Q (22290.990000 sec): 3 clusters
  Score: Raw -3260971.427456 + Penalty 3360.762133 = -3257610.665323
  nChanged 30
		SP:Iteration 56Q (22291.310000 sec): 3 clusters
  Score: Raw -3260981.183574 + Penalty 3360.762133 = -3257620.421442
  nChanged 30
		SP:Iteration 57Q (22291.620000 sec): 3 clusters
  Score: Raw -3260994.300556 + Penalty 3360.762133 = -3257633.538424
  nChanged 31
		SP:Iteration 58Q (22291.950000 sec): 3 clusters
  Score: Raw -3261004.997931 + Penalty 3360.762133 = -3257644.235798
  nChanged 31
		SP:Iteration 59Q (22292.200000 sec): 3 clusters
  Score: Raw -3261016.557365 + Penalty 3360.762133 = -3257655.795233
  nChanged 24
		SP:Iteration 60F (22292.550000 sec): 3 clusters
  Score: Raw -3261024.879262 + Penalty 3360.762133 = -3257664.117129
  nChanged 14
		SP:Iteration 61Q (22292.870000 sec): 3 clusters
  Score: Raw -3261029.813306 + Penalty 3360.762133 = -3257669.051174
  nChanged 17
		SP:Iteration 62Q (22293.160000 sec): 3 clusters
  Score: Raw -3261034.354163 + Penalty 3360.762133 = -3257673.592030
  nChanged 15
		SP:Iteration 63Q (22293.490000 sec): 3 clusters
  Score: Raw -3261038.931319 + Penalty 3360.762133 = -3257678.169186
  nChanged 14
		SP:Iteration 64Q (22293.800000 sec): 3 clusters
  Score: Raw -3261043.098225 + Penalty 3360.762133 = -3257682.336092
  nChanged 14
		SP:Iteration 65Q (22294.150000 sec): 3 clusters
  Score: Raw -3261047.506256 + Penalty 3360.762133 = -3257686.744123
  nChanged 11
		SP:Iteration 66Q (22294.470000 sec): 3 clusters
  Score: Raw -3261049.875615 + Penalty 3360.762133 = -3257689.113482
  nChanged 7
		SP:Iteration 67Q (22294.840000 sec): 3 clusters
  Score: Raw -3261051.284839 + Penalty 3360.762133 = -3257690.522707
  nChanged 6
		SP:Iteration 68Q (22295.180000 sec): 3 clusters
  Score: Raw -3261052.945189 + Penalty 3360.762133 = -3257692.183056
  nChanged 5
		SP:Iteration 69Q (22295.560000 sec): 3 clusters
  Score: Raw -3261054.076718 + Penalty 3360.762133 = -3257693.314586
  nChanged 3
		SP:Iteration 70Q (22295.940000 sec): 3 clusters
  Score: Raw -3261054.772345 + Penalty 3360.762133 = -3257694.010212
  nChanged 0
		SP:Iteration 71F (22296.230000 sec): 3 clusters
  Score: Raw -3261054.772345 + Penalty 3360.762133 = -3257694.010212
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 23 (335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22296.360000 sec): 2 clusters
  Score: Raw -38349.026985 + Penalty 944.796211 = -37404.230773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22296.570000 sec): 3 clusters
  Score: Raw -38345.353846 + Penalty 1889.592423 = -36455.761424
  nChanged 53
		SP:Iteration 1F (22296.750000 sec): 3 clusters
  Score: Raw -38469.978896 + Penalty 1889.592423 = -36580.386473
  nChanged 17
		SP:Iteration 2F (22296.900000 sec): 3 clusters
  Score: Raw -38504.876681 + Penalty 1889.592423 = -36615.284258
  nChanged 4
		SP:Iteration 3Q (22297.080000 sec): 3 clusters
  Score: Raw -38513.366101 + Penalty 1889.592423 = -36623.773678
  nChanged 2
		SP:Iteration 4Q (22297.250000 sec): 3 clusters
  Score: Raw -38518.953200 + Penalty 1889.592423 = -36629.360777
  nChanged 1
		SP:Iteration 5Q (22297.450000 sec): 3 clusters
  Score: Raw -38520.573407 + Penalty 1889.592423 = -36630.980985
  nChanged 0
		SP:Iteration 6F (22297.590000 sec): 3 clusters
  Score: Raw -38520.573407 + Penalty 1889.592423 = -36630.980985
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 24 (14454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22297.750000 sec): 2 clusters
  Score: Raw -1633592.108197 + Penalty 1556.543052 = -1632035.565146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22298.020000 sec): 3 clusters
  Score: Raw -1625252.204986 + Penalty 3113.086103 = -1622139.118883
  nChanged 6352
		SP:Iteration 1F (22298.290000 sec): 3 clusters
  Score: Raw -1629118.117032 + Penalty 3113.086103 = -1626005.030929
  nChanged 1001
		SP:Iteration 2F (22298.600000 sec): 3 clusters
  Score: Raw -1629785.819376 + Penalty 3113.086103 = -1626672.733273
  nChanged 981
		SP:Iteration 3F (22298.860000 sec): 3 clusters
  Score: Raw -1630376.279455 + Penalty 3113.086103 = -1627263.193351
  nChanged 868
		SP:Iteration 4F (22299.090000 sec): 3 clusters
  Score: Raw -1630890.460705 + Penalty 3113.086103 = -1627777.374601
  nChanged 810
		SP:Iteration 5F (22299.370000 sec): 3 clusters
  Score: Raw -1631302.770970 + Penalty 3113.086103 = -1628189.684867
  nChanged 673
		SP:Iteration 6Q (22299.620000 sec): 3 clusters
  Score: Raw -1631597.136939 + Penalty 3113.086103 = -1628484.050836
  nChanged 519
		SP:Iteration 7Q (22299.930000 sec): 3 clusters
  Score: Raw -1631788.231236 + Penalty 3113.086103 = -1628675.145132
  nChanged 421
		SP:Iteration 8Q (22300.190000 sec): 3 clusters
  Score: Raw -1631911.820327 + Penalty 3113.086103 = -1628798.734223
  nChanged 319
		SP:Iteration 9Q (22300.500000 sec): 3 clusters
  Score: Raw -1632001.377029 + Penalty 3113.086103 = -1628888.290926
  nChanged 284
		SP:Iteration 10Q (22300.790000 sec): 3 clusters
  Score: Raw -1632075.315472 + Penalty 3113.086103 = -1628962.229368
  nChanged 244
		SP:Iteration 11Q (22301.050000 sec): 3 clusters
  Score: Raw -1632143.648522 + Penalty 3113.086103 = -1629030.562419
  nChanged 229
		SP:Iteration 12Q (22301.340000 sec): 3 clusters
  Score: Raw -1632204.170011 + Penalty 3113.086103 = -1629091.083907
  nChanged 222
		SP:Iteration 13Q (22301.590000 sec): 3 clusters
  Score: Raw -1632263.696935 + Penalty 3113.086103 = -1629150.610831
  nChanged 226
		SP:Iteration 14Q (22301.810000 sec): 3 clusters
  Score: Raw -1632332.070661 + Penalty 3113.086103 = -1629218.984558
  nChanged 241
		SP:Iteration 15Q (22302.080000 sec): 3 clusters
  Score: Raw -1632409.825504 + Penalty 3113.086103 = -1629296.739401
  nChanged 247
		SP:Iteration 16Q (22302.310000 sec): 3 clusters
  Score: Raw -1632489.794349 + Penalty 3113.086103 = -1629376.708245
  nChanged 248
		SP:Iteration 17Q (22302.570000 sec): 3 clusters
  Score: Raw -1632572.223486 + Penalty 3113.086103 = -1629459.137383
  nChanged 265
		SP:Iteration 18Q (22302.810000 sec): 3 clusters
  Score: Raw -1632668.904158 + Penalty 3113.086103 = -1629555.818055
  nChanged 256
		SP:Iteration 19Q (22303.070000 sec): 3 clusters
  Score: Raw -1632749.790255 + Penalty 3113.086103 = -1629636.704151
  nChanged 234
		SP:Iteration 20F (22303.300000 sec): 3 clusters
  Score: Raw -1632824.828970 + Penalty 3113.086103 = -1629711.742866
  nChanged 228
		SP:Iteration 21Q (22303.550000 sec): 3 clusters
  Score: Raw -1632892.505043 + Penalty 3113.086103 = -1629779.418940
  nChanged 214
		SP:Iteration 22Q (22303.800000 sec): 3 clusters
  Score: Raw -1632955.344166 + Penalty 3113.086103 = -1629842.258063
  nChanged 202
		SP:Iteration 23Q (22304.070000 sec): 3 clusters
  Score: Raw -1633011.384980 + Penalty 3113.086103 = -1629898.298877
  nChanged 171
		SP:Iteration 24Q (22304.370000 sec): 3 clusters
  Score: Raw -1633063.350007 + Penalty 3113.086103 = -1629950.263903
  nChanged 172
		SP:Iteration 25Q (22304.630000 sec): 3 clusters
  Score: Raw -1633119.852696 + Penalty 3113.086103 = -1630006.766592
  nChanged 171
		SP:Iteration 26Q (22304.940000 sec): 3 clusters
  Score: Raw -1633173.753523 + Penalty 3113.086103 = -1630060.667419
  nChanged 169
		SP:Iteration 27Q (22305.200000 sec): 3 clusters
  Score: Raw -1633223.154210 + Penalty 3113.086103 = -1630110.068107
  nChanged 179
		SP:Iteration 28Q (22305.440000 sec): 3 clusters
  Score: Raw -1633276.644008 + Penalty 3113.086103 = -1630163.557905
  nChanged 172
		SP:Iteration 29Q (22305.660000 sec): 3 clusters
  Score: Raw -1633328.824334 + Penalty 3113.086103 = -1630215.738231
  nChanged 159
		SP:Iteration 30Q (22305.970000 sec): 3 clusters
  Score: Raw -1633374.860121 + Penalty 3113.086103 = -1630261.774017
  nChanged 174
		SP:Iteration 31Q (22306.260000 sec): 3 clusters
  Score: Raw -1633426.880403 + Penalty 3113.086103 = -1630313.794300
  nChanged 150
		SP:Iteration 32Q (22306.540000 sec): 3 clusters
  Score: Raw -1633471.019612 + Penalty 3113.086103 = -1630357.933509
  nChanged 131
		SP:Iteration 33Q (22306.800000 sec): 3 clusters
  Score: Raw -1633507.156574 + Penalty 3113.086103 = -1630394.070471
  nChanged 135
		SP:Iteration 34Q (22307.080000 sec): 3 clusters
  Score: Raw -1633547.988816 + Penalty 3113.086103 = -1630434.902713
  nChanged 114
		SP:Iteration 35Q (22307.320000 sec): 3 clusters
  Score: Raw -1633580.077407 + Penalty 3113.086103 = -1630466.991304
  nChanged 115
		SP:Iteration 36Q (22307.620000 sec): 3 clusters
  Score: Raw -1633613.465409 + Penalty 3113.086103 = -1630500.379305
  nChanged 112
		SP:Iteration 37Q (22307.960000 sec): 3 clusters
  Score: Raw -1633645.497733 + Penalty 3113.086103 = -1630532.411630
  nChanged 120
		SP:Iteration 38Q (22308.180000 sec): 3 clusters
  Score: Raw -1633680.287168 + Penalty 3113.086103 = -1630567.201064
  nChanged 96
		SP:Iteration 39Q (22308.460000 sec): 3 clusters
  Score: Raw -1633709.618365 + Penalty 3113.086103 = -1630596.532261
  nChanged 96
		SP:Iteration 40F (22308.750000 sec): 3 clusters
  Score: Raw -1633741.684913 + Penalty 3113.086103 = -1630628.598809
  nChanged 81
		SP:Iteration 41Q (22308.970000 sec): 3 clusters
  Score: Raw -1633768.876286 + Penalty 3113.086103 = -1630655.790182
  nChanged 85
		SP:Iteration 42Q (22309.190000 sec): 3 clusters
  Score: Raw -1633798.848680 + Penalty 3113.086103 = -1630685.762577
  nChanged 82
		SP:Iteration 43Q (22309.450000 sec): 3 clusters
  Score: Raw -1633825.079861 + Penalty 3113.086103 = -1630711.993757
  nChanged 87
		SP:Iteration 44Q (22309.700000 sec): 3 clusters
  Score: Raw -1633852.101523 + Penalty 3113.086103 = -1630739.015420
  nChanged 75
		SP:Iteration 45Q (22309.940000 sec): 3 clusters
  Score: Raw -1633873.059181 + Penalty 3113.086103 = -1630759.973078
  nChanged 65
		SP:Iteration 46Q (22310.180000 sec): 3 clusters
  Score: Raw -1633893.607307 + Penalty 3113.086103 = -1630780.521204
  nChanged 60
		SP:Iteration 47Q (22310.400000 sec): 3 clusters
  Score: Raw -1633908.046376 + Penalty 3113.086103 = -1630794.960272
  nChanged 47
		SP:Iteration 48Q (22310.680000 sec): 3 clusters
  Score: Raw -1633920.141638 + Penalty 3113.086103 = -1630807.055534
  nChanged 50
		SP:Iteration 49Q (22310.890000 sec): 3 clusters
  Score: Raw -1633935.570420 + Penalty 3113.086103 = -1630822.484316
  nChanged 47
		SP:Iteration 50Q (22311.120000 sec): 3 clusters
  Score: Raw -1633947.595872 + Penalty 3113.086103 = -1630834.509769
  nChanged 49
		SP:Iteration 51Q (22311.300000 sec): 3 clusters
  Score: Raw -1633959.780696 + Penalty 3113.086103 = -1630846.694593
  nChanged 43
		SP:Iteration 52Q (22311.570000 sec): 3 clusters
  Score: Raw -1633970.500368 + Penalty 3113.086103 = -1630857.414265
  nChanged 29
		SP:Iteration 53Q (22311.770000 sec): 3 clusters
  Score: Raw -1633977.027823 + Penalty 3113.086103 = -1630863.941720
  nChanged 27
		SP:Iteration 54Q (22312.020000 sec): 3 clusters
  Score: Raw -1633983.659145 + Penalty 3113.086103 = -1630870.573042
  nChanged 23
		SP:Iteration 55Q (22312.200000 sec): 3 clusters
  Score: Raw -1633990.803114 + Penalty 3113.086103 = -1630877.717010
  nChanged 31
		SP:Iteration 56Q (22312.460000 sec): 3 clusters
  Score: Raw -1634000.602113 + Penalty 3113.086103 = -1630887.516009
  nChanged 26
		SP:Iteration 57Q (22312.660000 sec): 3 clusters
  Score: Raw -1634007.572812 + Penalty 3113.086103 = -1630894.486709
  nChanged 22
		SP:Iteration 58Q (22312.870000 sec): 3 clusters
  Score: Raw -1634013.594126 + Penalty 3113.086103 = -1630900.508022
  nChanged 20
		SP:Iteration 59Q (22313.140000 sec): 3 clusters
  Score: Raw -1634018.355303 + Penalty 3113.086103 = -1630905.269199
  nChanged 12
		SP:Iteration 60F (22313.330000 sec): 3 clusters
  Score: Raw -1634021.726420 + Penalty 3113.086103 = -1630908.640316
  nChanged 15
		SP:Iteration 61Q (22313.630000 sec): 3 clusters
  Score: Raw -1634025.943933 + Penalty 3113.086103 = -1630912.857830
  nChanged 19
		SP:Iteration 62Q (22313.880000 sec): 3 clusters
  Score: Raw -1634030.699565 + Penalty 3113.086103 = -1630917.613462
  nChanged 19
		SP:Iteration 63Q (22314.120000 sec): 3 clusters
  Score: Raw -1634035.452925 + Penalty 3113.086103 = -1630922.366821
  nChanged 19
		SP:Iteration 64Q (22314.410000 sec): 3 clusters
  Score: Raw -1634039.165450 + Penalty 3113.086103 = -1630926.079346
  nChanged 18
		SP:Iteration 65Q (22314.660000 sec): 3 clusters
  Score: Raw -1634042.036159 + Penalty 3113.086103 = -1630928.950056
  nChanged 7
		SP:Iteration 66Q (22314.920000 sec): 3 clusters
  Score: Raw -1634043.716671 + Penalty 3113.086103 = -1630930.630568
  nChanged 10
		SP:Iteration 67Q (22315.220000 sec): 3 clusters
  Score: Raw -1634045.902885 + Penalty 3113.086103 = -1630932.816781
  nChanged 8
		SP:Iteration 68Q (22315.470000 sec): 3 clusters
  Score: Raw -1634047.354106 + Penalty 3113.086103 = -1630934.268003
  nChanged 6
		SP:Iteration 69Q (22315.710000 sec): 3 clusters
  Score: Raw -1634048.413782 + Penalty 3113.086103 = -1630935.327678
  nChanged 4
		SP:Iteration 70Q (22315.940000 sec): 3 clusters
  Score: Raw -1634049.409883 + Penalty 3113.086103 = -1630936.323780
  nChanged 5
		SP:Iteration 71Q (22316.170000 sec): 3 clusters
  Score: Raw -1634050.563475 + Penalty 3113.086103 = -1630937.477372
  nChanged 9
		SP:Iteration 72Q (22316.420000 sec): 3 clusters
  Score: Raw -1634052.377153 + Penalty 3113.086103 = -1630939.291049
  nChanged 4
		SP:Iteration 73Q (22316.660000 sec): 3 clusters
  Score: Raw -1634053.103271 + Penalty 3113.086103 = -1630940.017168
  nChanged 2
		SP:Iteration 74Q (22316.880000 sec): 3 clusters
  Score: Raw -1634053.364852 + Penalty 3113.086103 = -1630940.278749
  nChanged 2
		SP:Iteration 75Q (22317.150000 sec): 3 clusters
  Score: Raw -1634053.702141 + Penalty 3113.086103 = -1630940.616038
  nChanged 2
		SP:Iteration 76Q (22317.360000 sec): 3 clusters
  Score: Raw -1634053.897540 + Penalty 3113.086103 = -1630940.811436
  nChanged 4
		SP:Iteration 77Q (22317.570000 sec): 3 clusters
  Score: Raw -1634054.922995 + Penalty 3113.086103 = -1630941.836892
  nChanged 6
		SP:Iteration 78Q (22317.810000 sec): 3 clusters
  Score: Raw -1634056.377571 + Penalty 3113.086103 = -1630943.291468
  nChanged 6
		SP:Iteration 79Q (22318.100000 sec): 3 clusters
  Score: Raw -1634058.311624 + Penalty 3113.086103 = -1630945.225520
  nChanged 7
		SP:Iteration 80F (22318.400000 sec): 3 clusters
  Score: Raw -1634059.837741 + Penalty 3113.086103 = -1630946.751638
  nChanged 5
		SP:Iteration 81Q (22318.680000 sec): 3 clusters
  Score: Raw -1634061.151994 + Penalty 3113.086103 = -1630948.065891
  nChanged 6
		SP:Iteration 82Q (22318.880000 sec): 3 clusters
  Score: Raw -1634062.444181 + Penalty 3113.086103 = -1630949.358078
  nChanged 2
		SP:Iteration 83Q (22319.110000 sec): 3 clusters
  Score: Raw -1634063.005237 + Penalty 3113.086103 = -1630949.919134
  nChanged 3
		SP:Iteration 84Q (22319.430000 sec): 3 clusters
  Score: Raw -1634063.675592 + Penalty 3113.086103 = -1630950.589488
  nChanged 3
		SP:Iteration 85Q (22319.660000 sec): 3 clusters
  Score: Raw -1634064.290193 + Penalty 3113.086103 = -1630951.204090
  nChanged 1
		SP:Iteration 86Q (22319.890000 sec): 3 clusters
  Score: Raw -1634064.697173 + Penalty 3113.086103 = -1630951.611070
  nChanged 1
		SP:Iteration 87Q (22320.130000 sec): 3 clusters
  Score: Raw -1634064.791165 + Penalty 3113.086103 = -1630951.705061
  nChanged 0
		SP:Iteration 88F (22320.380000 sec): 3 clusters
  Score: Raw -1634064.791165 + Penalty 3113.086103 = -1630951.705061
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22320.520000 sec): 2 clusters
  Score: Raw -14866.682699 + Penalty 816.380585 = -14050.302115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22320.740000 sec): 3 clusters
  Score: Raw -15028.178743 + Penalty 1632.761169 = -13395.417574
  nChanged 22
		SP:Iteration 1F (22320.900000 sec): 3 clusters
  Score: Raw -15136.913684 + Penalty 1632.761169 = -13504.152514
  nChanged 11
		SP:Iteration 2F (22321.100000 sec): 3 clusters
  Score: Raw -15218.799470 + Penalty 1632.761169 = -13586.038301
  nChanged 3
		SP:Iteration 3Q (22321.280000 sec): 3 clusters
  Score: Raw -15232.963632 + Penalty 1632.761169 = -13600.202463
  nChanged 2
		SP:Iteration 4Q (22321.430000 sec): 3 clusters
  Score: Raw -15239.187470 + Penalty 1632.761169 = -13606.426301
  nChanged 0
		SP:Iteration 5F (22321.630000 sec): 3 clusters
  Score: Raw -15239.187470 + Penalty 1632.761169 = -13606.426301
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 26 (93544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22322.170000 sec): 2 clusters
  Score: Raw -11016991.690152 + Penalty 1860.005419 = -11015131.684733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22322.780000 sec): 3 clusters
  Score: Raw -10956380.147598 + Penalty 3720.010838 = -10952660.136761
  nChanged 44554
		SP:Iteration 1F (22323.370000 sec): 3 clusters
  Score: Raw -10982621.934489 + Penalty 3720.010838 = -10978901.923651
  nChanged 3927
		SP:Iteration 2Q (22324.040000 sec): 3 clusters
  Score: Raw -10983962.580795 + Penalty 3720.010838 = -10980242.569957
  nChanged 4615
		SP:Iteration 3Q (22324.770000 sec): 3 clusters
  Score: Raw -10985899.314678 + Penalty 3720.010838 = -10982179.303840
  nChanged 5428
		SP:Iteration 4F (22325.440000 sec): 3 clusters
  Score: Raw -10988530.562229 + Penalty 3720.010838 = -10984810.551391
  nChanged 5895
		SP:Iteration 5F (22326.070000 sec): 3 clusters
  Score: Raw -10991586.305465 + Penalty 3720.010838 = -10987866.294627
  nChanged 5937
		SP:Iteration 6F (22326.680000 sec): 3 clusters
  Score: Raw -10994857.042963 + Penalty 3720.010838 = -10991137.032126
  nChanged 5578
		SP:Iteration 7F (22327.420000 sec): 3 clusters
  Score: Raw -10998252.648389 + Penalty 3720.010838 = -10994532.637552
  nChanged 5089
		SP:Iteration 8F (22328.100000 sec): 3 clusters
  Score: Raw -11001897.172043 + Penalty 3720.010838 = -10998177.161206
  nChanged 4570
		SP:Iteration 9Q (22328.820000 sec): 3 clusters
  Score: Raw -11005812.578296 + Penalty 3720.010838 = -11002092.567459
  nChanged 3742
		SP:Iteration 10Q (22329.500000 sec): 3 clusters
  Score: Raw -11009373.646878 + Penalty 3720.010838 = -11005653.636040
  nChanged 2702
		SP:Iteration 11Q (22330.190000 sec): 3 clusters
  Score: Raw -11011946.391719 + Penalty 3720.010838 = -11008226.380881
  nChanged 1857
		SP:Iteration 12Q (22330.840000 sec): 3 clusters
  Score: Raw -11013387.146981 + Penalty 3720.010838 = -11009667.136143
  nChanged 1267
		SP:Iteration 13Q (22331.490000 sec): 3 clusters
  Score: Raw -11014240.402756 + Penalty 3720.010838 = -11010520.391919
  nChanged 865
		SP:Iteration 14Q (22332.070000 sec): 3 clusters
  Score: Raw -11014775.428594 + Penalty 3720.010838 = -11011055.417756
  nChanged 687
		SP:Iteration 15Q (22332.680000 sec): 3 clusters
  Score: Raw -11015171.428967 + Penalty 3720.010838 = -11011451.418129
  nChanged 574
		SP:Iteration 16Q (22333.280000 sec): 3 clusters
  Score: Raw -11015465.155853 + Penalty 3720.010838 = -11011745.145015
  nChanged 502
		SP:Iteration 17Q (22333.940000 sec): 3 clusters
  Score: Raw -11015704.918934 + Penalty 3720.010838 = -11011984.908097
  nChanged 441
		SP:Iteration 18Q (22334.600000 sec): 3 clusters
  Score: Raw -11015889.054239 + Penalty 3720.010838 = -11012169.043401
  nChanged 384
		SP:Iteration 19Q (22335.230000 sec): 3 clusters
  Score: Raw -11016051.064143 + Penalty 3720.010838 = -11012331.053305
  nChanged 370
		SP:Iteration 20F (22335.880000 sec): 3 clusters
  Score: Raw -11016202.780822 + Penalty 3720.010838 = -11012482.769984
  nChanged 311
		SP:Iteration 21Q (22336.510000 sec): 3 clusters
  Score: Raw -11016324.988626 + Penalty 3720.010838 = -11012604.977788
  nChanged 294
		SP:Iteration 22Q (22337.160000 sec): 3 clusters
  Score: Raw -11016441.212943 + Penalty 3720.010838 = -11012721.202106
  nChanged 252
		SP:Iteration 23Q (22337.800000 sec): 3 clusters
  Score: Raw -11016535.180358 + Penalty 3720.010838 = -11012815.169521
  nChanged 251
		SP:Iteration 24Q (22338.400000 sec): 3 clusters
  Score: Raw -11016619.754035 + Penalty 3720.010838 = -11012899.743197
  nChanged 211
		SP:Iteration 25Q (22338.980000 sec): 3 clusters
  Score: Raw -11016685.929621 + Penalty 3720.010838 = -11012965.918783
  nChanged 181
		SP:Iteration 26Q (22339.550000 sec): 3 clusters
  Score: Raw -11016741.494161 + Penalty 3720.010838 = -11013021.483323
  nChanged 157
		SP:Iteration 27Q (22340.120000 sec): 3 clusters
  Score: Raw -11016785.831521 + Penalty 3720.010838 = -11013065.820683
  nChanged 147
		SP:Iteration 28Q (22340.680000 sec): 3 clusters
  Score: Raw -11016822.755696 + Penalty 3720.010838 = -11013102.744859
  nChanged 116
		SP:Iteration 29Q (22341.250000 sec): 3 clusters
  Score: Raw -11016850.232565 + Penalty 3720.010838 = -11013130.221728
  nChanged 101
		SP:Iteration 30Q (22341.940000 sec): 3 clusters
  Score: Raw -11016872.225097 + Penalty 3720.010838 = -11013152.214259
  nChanged 105
		SP:Iteration 31Q (22342.620000 sec): 3 clusters
  Score: Raw -11016896.104229 + Penalty 3720.010838 = -11013176.093391
  nChanged 106
		SP:Iteration 32Q (22343.310000 sec): 3 clusters
  Score: Raw -11016918.012990 + Penalty 3720.010838 = -11013198.002152
  nChanged 94
		SP:Iteration 33Q (22343.840000 sec): 3 clusters
  Score: Raw -11016936.487765 + Penalty 3720.010838 = -11013216.476927
  nChanged 91
		SP:Iteration 34Q (22344.420000 sec): 3 clusters
  Score: Raw -11016955.194254 + Penalty 3720.010838 = -11013235.183416
  nChanged 82
		SP:Iteration 35Q (22345.010000 sec): 3 clusters
  Score: Raw -11016975.055838 + Penalty 3720.010838 = -11013255.045001
  nChanged 95
		SP:Iteration 36Q (22345.680000 sec): 3 clusters
  Score: Raw -11016995.507747 + Penalty 3720.010838 = -11013275.496909
  nChanged 76
		SP:Iteration 37Q (22346.310000 sec): 3 clusters
  Score: Raw -11017010.347801 + Penalty 3720.010838 = -11013290.336963
  nChanged 84
		SP:Iteration 38Q (22346.910000 sec): 3 clusters
  Score: Raw -11017027.225884 + Penalty 3720.010838 = -11013307.215046
  nChanged 85
		SP:Iteration 39Q (22347.580000 sec): 3 clusters
  Score: Raw -11017042.125873 + Penalty 3720.010838 = -11013322.115035
  nChanged 78
		SP:Iteration 40F (22348.220000 sec): 3 clusters
  Score: Raw -11017058.180921 + Penalty 3720.010838 = -11013338.170084
  nChanged 84
		SP:Iteration 41Q (22348.840000 sec): 3 clusters
  Score: Raw -11017074.795481 + Penalty 3720.010838 = -11013354.784643
  nChanged 72
		SP:Iteration 42Q (22349.450000 sec): 3 clusters
  Score: Raw -11017089.989739 + Penalty 3720.010838 = -11013369.978902
  nChanged 59
		SP:Iteration 43Q (22350.120000 sec): 3 clusters
  Score: Raw -11017101.041739 + Penalty 3720.010838 = -11013381.030901
  nChanged 47
		SP:Iteration 44Q (22350.700000 sec): 3 clusters
  Score: Raw -11017111.156258 + Penalty 3720.010838 = -11013391.145420
  nChanged 58
		SP:Iteration 45Q (22351.330000 sec): 3 clusters
  Score: Raw -11017122.437807 + Penalty 3720.010838 = -11013402.426970
  nChanged 50
		SP:Iteration 46Q (22351.940000 sec): 3 clusters
  Score: Raw -11017129.872019 + Penalty 3720.010838 = -11013409.861181
  nChanged 42
		SP:Iteration 47Q (22352.510000 sec): 3 clusters
  Score: Raw -11017135.838925 + Penalty 3720.010838 = -11013415.828087
  nChanged 42
		SP:Iteration 48Q (22353.110000 sec): 3 clusters
  Score: Raw -11017142.714260 + Penalty 3720.010838 = -11013422.703423
  nChanged 44
		SP:Iteration 49Q (22353.740000 sec): 3 clusters
  Score: Raw -11017150.705113 + Penalty 3720.010838 = -11013430.694275
  nChanged 38
		SP:Iteration 50Q (22354.370000 sec): 3 clusters
  Score: Raw -11017158.582976 + Penalty 3720.010838 = -11013438.572138
  nChanged 49
		SP:Iteration 51Q (22354.950000 sec): 3 clusters
  Score: Raw -11017167.445214 + Penalty 3720.010838 = -11013447.434376
  nChanged 38
		SP:Iteration 52Q (22355.570000 sec): 3 clusters
  Score: Raw -11017173.776760 + Penalty 3720.010838 = -11013453.765922
  nChanged 41
		SP:Iteration 53Q (22356.160000 sec): 3 clusters
  Score: Raw -11017181.921522 + Penalty 3720.010838 = -11013461.910684
  nChanged 39
		SP:Iteration 54Q (22356.790000 sec): 3 clusters
  Score: Raw -11017190.828214 + Penalty 3720.010838 = -11013470.817376
  nChanged 32
		SP:Iteration 55Q (22357.450000 sec): 3 clusters
  Score: Raw -11017198.265810 + Penalty 3720.010838 = -11013478.254973
  nChanged 35
		SP:Iteration 56Q (22358.050000 sec): 3 clusters
  Score: Raw -11017205.070699 + Penalty 3720.010838 = -11013485.059861
  nChanged 33
		SP:Iteration 57Q (22358.660000 sec): 3 clusters
  Score: Raw -11017211.317170 + Penalty 3720.010838 = -11013491.306332
  nChanged 32
		SP:Iteration 58Q (22359.310000 sec): 3 clusters
  Score: Raw -11017216.913678 + Penalty 3720.010838 = -11013496.902841
  nChanged 32
		SP:Iteration 59Q (22359.920000 sec): 3 clusters
  Score: Raw -11017223.340730 + Penalty 3720.010838 = -11013503.329893
  nChanged 30
		SP:Iteration 60F (22360.590000 sec): 3 clusters
  Score: Raw -11017230.492418 + Penalty 3720.010838 = -11013510.481581
  nChanged 38
		SP:Iteration 61Q (22361.230000 sec): 3 clusters
  Score: Raw -11017239.432401 + Penalty 3720.010838 = -11013519.421563
  nChanged 34
		SP:Iteration 62Q (22361.780000 sec): 3 clusters
  Score: Raw -11017246.975364 + Penalty 3720.010838 = -11013526.964527
  nChanged 33
		SP:Iteration 63Q (22362.270000 sec): 3 clusters
  Score: Raw -11017254.026371 + Penalty 3720.010838 = -11013534.015533
  nChanged 29
		SP:Iteration 64Q (22362.820000 sec): 3 clusters
  Score: Raw -11017260.756553 + Penalty 3720.010838 = -11013540.745715
  nChanged 31
		SP:Iteration 65Q (22363.290000 sec): 3 clusters
  Score: Raw -11017266.848990 + Penalty 3720.010838 = -11013546.838152
  nChanged 20
		SP:Iteration 66Q (22363.770000 sec): 3 clusters
  Score: Raw -11017271.089679 + Penalty 3720.010838 = -11013551.078841
  nChanged 21
		SP:Iteration 67Q (22364.270000 sec): 3 clusters
  Score: Raw -11017275.781662 + Penalty 3720.010838 = -11013555.770825
  nChanged 22
		SP:Iteration 68Q (22364.790000 sec): 3 clusters
  Score: Raw -11017279.612745 + Penalty 3720.010838 = -11013559.601907
  nChanged 17
		SP:Iteration 69Q (22365.380000 sec): 3 clusters
  Score: Raw -11017282.633826 + Penalty 3720.010838 = -11013562.622988
  nChanged 16
		SP:Iteration 70Q (22365.920000 sec): 3 clusters
  Score: Raw -11017285.778334 + Penalty 3720.010838 = -11013565.767497
  nChanged 12
		SP:Iteration 71Q (22366.470000 sec): 3 clusters
  Score: Raw -11017287.617497 + Penalty 3720.010838 = -11013567.606660
  nChanged 5
		SP:Iteration 72Q (22367.040000 sec): 3 clusters
  Score: Raw -11017288.298439 + Penalty 3720.010838 = -11013568.287602
  nChanged 7
		SP:Iteration 73Q (22367.590000 sec): 3 clusters
  Score: Raw -11017289.765013 + Penalty 3720.010838 = -11013569.754175
  nChanged 11
		SP:Iteration 74Q (22368.080000 sec): 3 clusters
  Score: Raw -11017292.257889 + Penalty 3720.010838 = -11013572.247052
  nChanged 7
		SP:Iteration 75Q (22368.600000 sec): 3 clusters
  Score: Raw -11017293.482168 + Penalty 3720.010838 = -11013573.471331
  nChanged 11
		SP:Iteration 76Q (22369.150000 sec): 3 clusters
  Score: Raw -11017295.500867 + Penalty 3720.010838 = -11013575.490030
  nChanged 10
		SP:Iteration 77Q (22369.680000 sec): 3 clusters
  Score: Raw -11017297.966865 + Penalty 3720.010838 = -11013577.956028
  nChanged 8
		SP:Iteration 78Q (22370.200000 sec): 3 clusters
  Score: Raw -11017299.812414 + Penalty 3720.010838 = -11013579.801577
  nChanged 12
		SP:Iteration 79Q (22370.750000 sec): 3 clusters
  Score: Raw -11017302.356291 + Penalty 3720.010838 = -11013582.345453
  nChanged 14
		SP:Iteration 80F (22371.370000 sec): 3 clusters
  Score: Raw -11017304.700251 + Penalty 3720.010838 = -11013584.689414
  nChanged 12
		SP:Iteration 81Q (22371.910000 sec): 3 clusters
  Score: Raw -11017307.035299 + Penalty 3720.010838 = -11013587.024462
  nChanged 7
		SP:Iteration 82Q (22372.430000 sec): 3 clusters
  Score: Raw -11017308.518025 + Penalty 3720.010838 = -11013588.507188
  nChanged 6
		SP:Iteration 83Q (22372.990000 sec): 3 clusters
  Score: Raw -11017309.416500 + Penalty 3720.010838 = -11013589.405663
  nChanged 4
		SP:Iteration 84Q (22373.620000 sec): 3 clusters
  Score: Raw -11017310.563056 + Penalty 3720.010838 = -11013590.552218
  nChanged 4
		SP:Iteration 85Q (22374.280000 sec): 3 clusters
  Score: Raw -11017311.094594 + Penalty 3720.010838 = -11013591.083756
  nChanged 4
		SP:Iteration 86Q (22374.930000 sec): 3 clusters
  Score: Raw -11017311.638882 + Penalty 3720.010838 = -11013591.628044
  nChanged 1
		SP:Iteration 87Q (22375.540000 sec): 3 clusters
  Score: Raw -11017311.735343 + Penalty 3720.010838 = -11013591.724506
  nChanged 1
		SP:Iteration 88Q (22376.120000 sec): 3 clusters
  Score: Raw -11017311.778701 + Penalty 3720.010838 = -11013591.767863
  nChanged 1
		SP:Iteration 89Q (22376.660000 sec): 3 clusters
  Score: Raw -11017311.866044 + Penalty 3720.010838 = -11013591.855206
  nChanged 1
		SP:Iteration 90Q (22377.300000 sec): 3 clusters
  Score: Raw -11017311.965554 + Penalty 3720.010838 = -11013591.954717
  nChanged 1
		SP:Iteration 91Q (22377.890000 sec): 3 clusters
  Score: Raw -11017312.104828 + Penalty 3720.010838 = -11013592.093990
  nChanged 3
		SP:Iteration 92Q (22378.480000 sec): 3 clusters
  Score: Raw -11017312.409414 + Penalty 3720.010838 = -11013592.398576
  nChanged 0
		SP:Iteration 93F (22379.100000 sec): 3 clusters
  Score: Raw -11017312.409414 + Penalty 3720.010838 = -11013592.398576
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (11967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22379.280000 sec): 2 clusters
  Score: Raw -1337646.527237 + Penalty 1525.860073 = -1336120.667164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22379.550000 sec): 3 clusters
  Score: Raw -1330780.506240 + Penalty 3051.720146 = -1327728.786094
  nChanged 5240
		SP:Iteration 1F (22379.840000 sec): 3 clusters
  Score: Raw -1333901.261805 + Penalty 3051.720146 = -1330849.541659
  nChanged 792
		SP:Iteration 2F (22380.090000 sec): 3 clusters
  Score: Raw -1334307.112756 + Penalty 3051.720146 = -1331255.392610
  nChanged 671
		SP:Iteration 3F (22380.310000 sec): 3 clusters
  Score: Raw -1334643.883550 + Penalty 3051.720146 = -1331592.163405
  nChanged 638
		SP:Iteration 4F (22380.590000 sec): 3 clusters
  Score: Raw -1335028.216338 + Penalty 3051.720146 = -1331976.496192
  nChanged 636
		SP:Iteration 5F (22380.840000 sec): 3 clusters
  Score: Raw -1335457.113849 + Penalty 3051.720146 = -1332405.393704
  nChanged 677
		SP:Iteration 6F (22381.090000 sec): 3 clusters
  Score: Raw -1335931.709849 + Penalty 3051.720146 = -1332879.989703
  nChanged 611
		SP:Iteration 7F (22381.350000 sec): 3 clusters
  Score: Raw -1336337.093267 + Penalty 3051.720146 = -1333285.373121
  nChanged 547
		SP:Iteration 8Q (22381.610000 sec): 3 clusters
  Score: Raw -1336662.912867 + Penalty 3051.720146 = -1333611.192722
  nChanged 391
		SP:Iteration 9Q (22381.840000 sec): 3 clusters
  Score: Raw -1336861.984932 + Penalty 3051.720146 = -1333810.264786
  nChanged 290
		SP:Iteration 10Q (22382.110000 sec): 3 clusters
  Score: Raw -1336992.401951 + Penalty 3051.720146 = -1333940.681806
  nChanged 233
		SP:Iteration 11Q (22382.390000 sec): 3 clusters
  Score: Raw -1337088.950776 + Penalty 3051.720146 = -1334037.230631
  nChanged 201
		SP:Iteration 12Q (22382.680000 sec): 3 clusters
  Score: Raw -1337165.469770 + Penalty 3051.720146 = -1334113.749624
  nChanged 155
		SP:Iteration 13Q (22382.900000 sec): 3 clusters
  Score: Raw -1337215.048790 + Penalty 3051.720146 = -1334163.328644
  nChanged 125
		SP:Iteration 14Q (22383.150000 sec): 3 clusters
  Score: Raw -1337249.539523 + Penalty 3051.720146 = -1334197.819378
  nChanged 99
		SP:Iteration 15Q (22383.390000 sec): 3 clusters
  Score: Raw -1337276.348793 + Penalty 3051.720146 = -1334224.628647
  nChanged 87
		SP:Iteration 16Q (22383.640000 sec): 3 clusters
  Score: Raw -1337299.292827 + Penalty 3051.720146 = -1334247.572682
  nChanged 81
		SP:Iteration 17Q (22383.880000 sec): 3 clusters
  Score: Raw -1337317.662082 + Penalty 3051.720146 = -1334265.941937
  nChanged 71
		SP:Iteration 18Q (22384.140000 sec): 3 clusters
  Score: Raw -1337335.484065 + Penalty 3051.720146 = -1334283.763919
  nChanged 76
		SP:Iteration 19Q (22384.390000 sec): 3 clusters
  Score: Raw -1337354.450926 + Penalty 3051.720146 = -1334302.730780
  nChanged 80
		SP:Iteration 20F (22384.620000 sec): 3 clusters
  Score: Raw -1337375.028219 + Penalty 3051.720146 = -1334323.308073
  nChanged 73
		SP:Iteration 21Q (22384.870000 sec): 3 clusters
  Score: Raw -1337394.179922 + Penalty 3051.720146 = -1334342.459777
  nChanged 73
		SP:Iteration 22Q (22385.190000 sec): 3 clusters
  Score: Raw -1337413.995128 + Penalty 3051.720146 = -1334362.274983
  nChanged 69
		SP:Iteration 23Q (22385.450000 sec): 3 clusters
  Score: Raw -1337431.292068 + Penalty 3051.720146 = -1334379.571922
  nChanged 77
		SP:Iteration 24Q (22385.690000 sec): 3 clusters
  Score: Raw -1337447.890867 + Penalty 3051.720146 = -1334396.170721
  nChanged 67
		SP:Iteration 25Q (22386.000000 sec): 3 clusters
  Score: Raw -1337460.295828 + Penalty 3051.720146 = -1334408.575682
  nChanged 51
		SP:Iteration 26Q (22386.290000 sec): 3 clusters
  Score: Raw -1337469.846614 + Penalty 3051.720146 = -1334418.126468
  nChanged 48
		SP:Iteration 27Q (22386.600000 sec): 3 clusters
  Score: Raw -1337479.200509 + Penalty 3051.720146 = -1334427.480363
  nChanged 54
		SP:Iteration 28Q (22386.890000 sec): 3 clusters
  Score: Raw -1337489.814217 + Penalty 3051.720146 = -1334438.094072
  nChanged 49
		SP:Iteration 29Q (22387.180000 sec): 3 clusters
  Score: Raw -1337498.459878 + Penalty 3051.720146 = -1334446.739732
  nChanged 46
		SP:Iteration 30Q (22387.470000 sec): 3 clusters
  Score: Raw -1337507.923964 + Penalty 3051.720146 = -1334456.203818
  nChanged 48
		SP:Iteration 31Q (22387.690000 sec): 3 clusters
  Score: Raw -1337517.351568 + Penalty 3051.720146 = -1334465.631422
  nChanged 41
		SP:Iteration 32Q (22387.970000 sec): 3 clusters
  Score: Raw -1337526.078372 + Penalty 3051.720146 = -1334474.358227
  nChanged 48
		SP:Iteration 33Q (22388.300000 sec): 3 clusters
  Score: Raw -1337537.676658 + Penalty 3051.720146 = -1334485.956512
  nChanged 55
		SP:Iteration 34Q (22388.520000 sec): 3 clusters
  Score: Raw -1337552.189251 + Penalty 3051.720146 = -1334500.469105
  nChanged 51
		SP:Iteration 35Q (22388.730000 sec): 3 clusters
  Score: Raw -1337565.448424 + Penalty 3051.720146 = -1334513.728279
  nChanged 42
		SP:Iteration 36Q (22388.970000 sec): 3 clusters
  Score: Raw -1337576.354910 + Penalty 3051.720146 = -1334524.634765
  nChanged 50
		SP:Iteration 37Q (22389.270000 sec): 3 clusters
  Score: Raw -1337587.523194 + Penalty 3051.720146 = -1334535.803049
  nChanged 36
		SP:Iteration 38Q (22389.480000 sec): 3 clusters
  Score: Raw -1337595.003343 + Penalty 3051.720146 = -1334543.283197
  nChanged 31
		SP:Iteration 39Q (22389.730000 sec): 3 clusters
  Score: Raw -1337600.761083 + Penalty 3051.720146 = -1334549.040937
  nChanged 25
		SP:Iteration 40F (22390.010000 sec): 3 clusters
  Score: Raw -1337605.717711 + Penalty 3051.720146 = -1334553.997565
  nChanged 24
		SP:Iteration 41Q (22390.230000 sec): 3 clusters
  Score: Raw -1337611.744614 + Penalty 3051.720146 = -1334560.024468
  nChanged 30
		SP:Iteration 42Q (22390.470000 sec): 3 clusters
  Score: Raw -1337618.265883 + Penalty 3051.720146 = -1334566.545738
  nChanged 25
		SP:Iteration 43Q (22390.670000 sec): 3 clusters
  Score: Raw -1337622.637767 + Penalty 3051.720146 = -1334570.917622
  nChanged 27
		SP:Iteration 44Q (22390.900000 sec): 3 clusters
  Score: Raw -1337628.232492 + Penalty 3051.720146 = -1334576.512346
  nChanged 23
		SP:Iteration 45Q (22391.130000 sec): 3 clusters
  Score: Raw -1337632.915959 + Penalty 3051.720146 = -1334581.195814
  nChanged 23
		SP:Iteration 46Q (22391.360000 sec): 3 clusters
  Score: Raw -1337637.104952 + Penalty 3051.720146 = -1334585.384806
  nChanged 27
		SP:Iteration 47Q (22391.630000 sec): 3 clusters
  Score: Raw -1337641.995987 + Penalty 3051.720146 = -1334590.275841
  nChanged 27
		SP:Iteration 48Q (22391.940000 sec): 3 clusters
  Score: Raw -1337647.841008 + Penalty 3051.720146 = -1334596.120863
  nChanged 25
		SP:Iteration 49Q (22392.180000 sec): 3 clusters
  Score: Raw -1337652.298709 + Penalty 3051.720146 = -1334600.578563
  nChanged 20
		SP:Iteration 50Q (22392.470000 sec): 3 clusters
  Score: Raw -1337656.760417 + Penalty 3051.720146 = -1334605.040272
  nChanged 15
		SP:Iteration 51Q (22392.750000 sec): 3 clusters
  Score: Raw -1337659.350373 + Penalty 3051.720146 = -1334607.630227
  nChanged 19
		SP:Iteration 52Q (22393.090000 sec): 3 clusters
  Score: Raw -1337663.266410 + Penalty 3051.720146 = -1334611.546265
  nChanged 24
		SP:Iteration 53Q (22393.420000 sec): 3 clusters
  Score: Raw -1337669.830904 + Penalty 3051.720146 = -1334618.110758
  nChanged 29
		SP:Iteration 54Q (22393.690000 sec): 3 clusters
  Score: Raw -1337679.736861 + Penalty 3051.720146 = -1334628.016716
  nChanged 35
		SP:Iteration 55Q (22393.950000 sec): 3 clusters
  Score: Raw -1337689.496929 + Penalty 3051.720146 = -1334637.776784
  nChanged 38
		SP:Iteration 56Q (22394.220000 sec): 3 clusters
  Score: Raw -1337702.834936 + Penalty 3051.720146 = -1334651.114790
  nChanged 39
		SP:Iteration 57Q (22394.460000 sec): 3 clusters
  Score: Raw -1337714.146624 + Penalty 3051.720146 = -1334662.426478
  nChanged 31
		SP:Iteration 58Q (22394.740000 sec): 3 clusters
  Score: Raw -1337722.761222 + Penalty 3051.720146 = -1334671.041076
  nChanged 34
		SP:Iteration 59Q (22394.960000 sec): 3 clusters
  Score: Raw -1337734.723080 + Penalty 3051.720146 = -1334683.002934
  nChanged 31
		SP:Iteration 60F (22395.210000 sec): 3 clusters
  Score: Raw -1337744.115654 + Penalty 3051.720146 = -1334692.395508
  nChanged 38
		SP:Iteration 61Q (22395.460000 sec): 3 clusters
  Score: Raw -1337756.104961 + Penalty 3051.720146 = -1334704.384815
  nChanged 39
		SP:Iteration 62Q (22395.710000 sec): 3 clusters
  Score: Raw -1337772.208040 + Penalty 3051.720146 = -1334720.487894
  nChanged 37
		SP:Iteration 63Q (22395.920000 sec): 3 clusters
  Score: Raw -1337786.487613 + Penalty 3051.720146 = -1334734.767467
  nChanged 32
		SP:Iteration 64Q (22396.150000 sec): 3 clusters
  Score: Raw -1337799.697269 + Penalty 3051.720146 = -1334747.977123
  nChanged 35
		SP:Iteration 65Q (22396.440000 sec): 3 clusters
  Score: Raw -1337813.760951 + Penalty 3051.720146 = -1334762.040805
  nChanged 29
		SP:Iteration 66Q (22396.660000 sec): 3 clusters
  Score: Raw -1337829.338113 + Penalty 3051.720146 = -1334777.617967
  nChanged 36
		SP:Iteration 67Q (22396.950000 sec): 3 clusters
  Score: Raw -1337846.776679 + Penalty 3051.720146 = -1334795.056533
  nChanged 31
		SP:Iteration 68Q (22397.210000 sec): 3 clusters
  Score: Raw -1337862.195713 + Penalty 3051.720146 = -1334810.475567
  nChanged 28
		SP:Iteration 69Q (22397.490000 sec): 3 clusters
  Score: Raw -1337877.799775 + Penalty 3051.720146 = -1334826.079629
  nChanged 35
		SP:Iteration 70Q (22397.750000 sec): 3 clusters
  Score: Raw -1337898.073059 + Penalty 3051.720146 = -1334846.352913
  nChanged 36
		SP:Iteration 71Q (22397.990000 sec): 3 clusters
  Score: Raw -1337914.973851 + Penalty 3051.720146 = -1334863.253705
  nChanged 31
		SP:Iteration 72Q (22398.240000 sec): 3 clusters
  Score: Raw -1337929.716160 + Penalty 3051.720146 = -1334877.996014
  nChanged 25
		SP:Iteration 73Q (22398.540000 sec): 3 clusters
  Score: Raw -1337940.513579 + Penalty 3051.720146 = -1334888.793434
  nChanged 16
		SP:Iteration 74Q (22398.780000 sec): 3 clusters
  Score: Raw -1337948.524970 + Penalty 3051.720146 = -1334896.804824
  nChanged 10
		SP:Iteration 75Q (22399.050000 sec): 3 clusters
  Score: Raw -1337952.938310 + Penalty 3051.720146 = -1334901.218164
  nChanged 13
		SP:Iteration 76Q (22399.290000 sec): 3 clusters
  Score: Raw -1337960.762476 + Penalty 3051.720146 = -1334909.042330
  nChanged 15
		SP:Iteration 77Q (22399.510000 sec): 3 clusters
  Score: Raw -1337967.294186 + Penalty 3051.720146 = -1334915.574041
  nChanged 11
		SP:Iteration 78Q (22399.750000 sec): 3 clusters
  Score: Raw -1337971.989733 + Penalty 3051.720146 = -1334920.269587
  nChanged 19
		SP:Iteration 79Q (22399.990000 sec): 3 clusters
  Score: Raw -1337980.674242 + Penalty 3051.720146 = -1334928.954096
  nChanged 15
		SP:Iteration 80F (22400.260000 sec): 3 clusters
  Score: Raw -1337987.985148 + Penalty 3051.720146 = -1334936.265002
  nChanged 16
		SP:Iteration 81Q (22400.510000 sec): 3 clusters
  Score: Raw -1337995.012037 + Penalty 3051.720146 = -1334943.291891
  nChanged 14
		SP:Iteration 82Q (22400.750000 sec): 3 clusters
  Score: Raw -1338000.740129 + Penalty 3051.720146 = -1334949.019984
  nChanged 14
		SP:Iteration 83Q (22400.960000 sec): 3 clusters
  Score: Raw -1338006.926707 + Penalty 3051.720146 = -1334955.206561
  nChanged 9
		SP:Iteration 84Q (22401.200000 sec): 3 clusters
  Score: Raw -1338010.488161 + Penalty 3051.720146 = -1334958.768015
  nChanged 8
		SP:Iteration 85Q (22401.430000 sec): 3 clusters
  Score: Raw -1338013.021077 + Penalty 3051.720146 = -1334961.300932
  nChanged 4
		SP:Iteration 86Q (22401.730000 sec): 3 clusters
  Score: Raw -1338014.265021 + Penalty 3051.720146 = -1334962.544875
  nChanged 2
		SP:Iteration 87Q (22401.980000 sec): 3 clusters
  Score: Raw -1338014.970034 + Penalty 3051.720146 = -1334963.249888
  nChanged 1
		SP:Iteration 88Q (22402.230000 sec): 3 clusters
  Score: Raw -1338015.564028 + Penalty 3051.720146 = -1334963.843882
  nChanged 0
		SP:Iteration 89F (22402.480000 sec): 3 clusters
  Score: Raw -1338015.564028 + Penalty 3051.720146 = -1334963.843882
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (68900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22402.910000 sec): 2 clusters
  Score: Raw -7670100.417940 + Penalty 1810.316862 = -7668290.101078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22403.510000 sec): 3 clusters
  Score: Raw -7625713.334514 + Penalty 3620.633724 = -7622092.700790
  nChanged 32683
		SP:Iteration 1F (22404.020000 sec): 3 clusters
  Score: Raw -7644836.160450 + Penalty 3620.633724 = -7641215.526726
  nChanged 3243
		SP:Iteration 2Q (22404.550000 sec): 3 clusters
  Score: Raw -7646048.463628 + Penalty 3620.633724 = -7642427.829905
  nChanged 3789
		SP:Iteration 3F (22405.060000 sec): 3 clusters
  Score: Raw -7647870.356663 + Penalty 3620.633724 = -7644249.722940
  nChanged 4552
		SP:Iteration 4F (22405.600000 sec): 3 clusters
  Score: Raw -7650693.391067 + Penalty 3620.633724 = -7647072.757344
  nChanged 5324
		SP:Iteration 5F (22406.080000 sec): 3 clusters
  Score: Raw -7654638.113294 + Penalty 3620.633724 = -7651017.479571
  nChanged 5419
		SP:Iteration 6F (22406.610000 sec): 3 clusters
  Score: Raw -7659102.960762 + Penalty 3620.633724 = -7655482.327039
  nChanged 4671
		SP:Iteration 7F (22407.150000 sec): 3 clusters
  Score: Raw -7663056.596912 + Penalty 3620.633724 = -7659435.963188
  nChanged 3485
		SP:Iteration 8F (22407.690000 sec): 3 clusters
  Score: Raw -7666007.603758 + Penalty 3620.633724 = -7662386.970034
  nChanged 2283
		SP:Iteration 9Q (22408.230000 sec): 3 clusters
  Score: Raw -7667938.099244 + Penalty 3620.633724 = -7664317.465521
  nChanged 1422
		SP:Iteration 10Q (22408.760000 sec): 3 clusters
  Score: Raw -7669119.544354 + Penalty 3620.633724 = -7665498.910631
  nChanged 914
		SP:Iteration 11Q (22409.290000 sec): 3 clusters
  Score: Raw -7669780.326199 + Penalty 3620.633724 = -7666159.692476
  nChanged 596
		SP:Iteration 12Q (22409.790000 sec): 3 clusters
  Score: Raw -7670170.979978 + Penalty 3620.633724 = -7666550.346254
  nChanged 434
		SP:Iteration 13Q (22410.320000 sec): 3 clusters
  Score: Raw -7670399.358875 + Penalty 3620.633724 = -7666778.725152
  nChanged 291
		SP:Iteration 14Q (22410.840000 sec): 3 clusters
  Score: Raw -7670516.916144 + Penalty 3620.633724 = -7666896.282421
  nChanged 217
		SP:Iteration 15Q (22411.320000 sec): 3 clusters
  Score: Raw -7670593.210758 + Penalty 3620.633724 = -7666972.577034
  nChanged 188
		SP:Iteration 16Q (22411.790000 sec): 3 clusters
  Score: Raw -7670662.089266 + Penalty 3620.633724 = -7667041.455542
  nChanged 151
		SP:Iteration 17Q (22412.290000 sec): 3 clusters
  Score: Raw -7670715.432852 + Penalty 3620.633724 = -7667094.799128
  nChanged 127
		SP:Iteration 18Q (22412.760000 sec): 3 clusters
  Score: Raw -7670759.525303 + Penalty 3620.633724 = -7667138.891579
  nChanged 97
		SP:Iteration 19Q (22413.200000 sec): 3 clusters
  Score: Raw -7670788.935671 + Penalty 3620.633724 = -7667168.301948
  nChanged 80
		SP:Iteration 20F (22413.680000 sec): 3 clusters
  Score: Raw -7670813.939172 + Penalty 3620.633724 = -7667193.305449
  nChanged 76
		SP:Iteration 21Q (22414.160000 sec): 3 clusters
  Score: Raw -7670834.537271 + Penalty 3620.633724 = -7667213.903547
  nChanged 58
		SP:Iteration 22Q (22414.620000 sec): 3 clusters
  Score: Raw -7670851.909257 + Penalty 3620.633724 = -7667231.275533
  nChanged 49
		SP:Iteration 23Q (22415.060000 sec): 3 clusters
  Score: Raw -7670865.481738 + Penalty 3620.633724 = -7667244.848014
  nChanged 52
		SP:Iteration 24Q (22415.540000 sec): 3 clusters
  Score: Raw -7670878.597779 + Penalty 3620.633724 = -7667257.964055
  nChanged 58
		SP:Iteration 25Q (22415.990000 sec): 3 clusters
  Score: Raw -7670894.257921 + Penalty 3620.633724 = -7667273.624198
  nChanged 50
		SP:Iteration 26Q (22416.420000 sec): 3 clusters
  Score: Raw -7670905.215441 + Penalty 3620.633724 = -7667284.581718
  nChanged 35
		SP:Iteration 27Q (22416.890000 sec): 3 clusters
  Score: Raw -7670915.690499 + Penalty 3620.633724 = -7667295.056775
  nChanged 43
		SP:Iteration 28Q (22417.320000 sec): 3 clusters
  Score: Raw -7670927.983151 + Penalty 3620.633724 = -7667307.349428
  nChanged 37
		SP:Iteration 29Q (22417.800000 sec): 3 clusters
  Score: Raw -7670938.319823 + Penalty 3620.633724 = -7667317.686099
  nChanged 39
		SP:Iteration 30Q (22418.380000 sec): 3 clusters
  Score: Raw -7670948.650188 + Penalty 3620.633724 = -7667328.016464
  nChanged 29
		SP:Iteration 31Q (22418.840000 sec): 3 clusters
  Score: Raw -7670955.511026 + Penalty 3620.633724 = -7667334.877302
  nChanged 33
		SP:Iteration 32Q (22419.380000 sec): 3 clusters
  Score: Raw -7670960.404228 + Penalty 3620.633724 = -7667339.770505
  nChanged 21
		SP:Iteration 33Q (22419.830000 sec): 3 clusters
  Score: Raw -7670964.834319 + Penalty 3620.633724 = -7667344.200596
  nChanged 16
		SP:Iteration 34Q (22420.320000 sec): 3 clusters
  Score: Raw -7670968.617814 + Penalty 3620.633724 = -7667347.984090
  nChanged 15
		SP:Iteration 35Q (22420.780000 sec): 3 clusters
  Score: Raw -7670971.950351 + Penalty 3620.633724 = -7667351.316627
  nChanged 11
		SP:Iteration 36Q (22421.280000 sec): 3 clusters
  Score: Raw -7670973.210557 + Penalty 3620.633724 = -7667352.576834
  nChanged 1
		SP:Iteration 37Q (22421.820000 sec): 3 clusters
  Score: Raw -7670973.495049 + Penalty 3620.633724 = -7667352.861326
  nChanged 2
		SP:Iteration 38Q (22422.270000 sec): 3 clusters
  Score: Raw -7670973.710634 + Penalty 3620.633724 = -7667353.076911
  nChanged 2
		SP:Iteration 39Q (22422.780000 sec): 3 clusters
  Score: Raw -7670973.893917 + Penalty 3620.633724 = -7667353.260193
  nChanged 0
		SP:Iteration 40F (22423.300000 sec): 3 clusters
  Score: Raw -7670973.893917 + Penalty 3620.633724 = -7667353.260193
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (10094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22423.480000 sec): 2 clusters
  Score: Raw -1139124.980188 + Penalty 1498.200676 = -1137626.779512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22423.700000 sec): 3 clusters
  Score: Raw -1133385.669068 + Penalty 2996.401352 = -1130389.267717
  nChanged 4378
		SP:Iteration 1F (22423.950000 sec): 3 clusters
  Score: Raw -1135898.888562 + Penalty 2996.401352 = -1132902.487210
  nChanged 631
		SP:Iteration 2F (22424.220000 sec): 3 clusters
  Score: Raw -1136185.245040 + Penalty 2996.401352 = -1133188.843688
  nChanged 544
		SP:Iteration 3F (22424.480000 sec): 3 clusters
  Score: Raw -1136454.951942 + Penalty 2996.401352 = -1133458.550590
  nChanged 506
		SP:Iteration 4F (22424.730000 sec): 3 clusters
  Score: Raw -1136740.945196 + Penalty 2996.401352 = -1133744.543844
  nChanged 536
		SP:Iteration 5F (22425.030000 sec): 3 clusters
  Score: Raw -1137081.391226 + Penalty 2996.401352 = -1134084.989874
  nChanged 583
		SP:Iteration 6F (22425.350000 sec): 3 clusters
  Score: Raw -1137506.905427 + Penalty 2996.401352 = -1134510.504075
  nChanged 562
		SP:Iteration 7F (22425.630000 sec): 3 clusters
  Score: Raw -1137937.185639 + Penalty 2996.401352 = -1134940.784287
  nChanged 527
		SP:Iteration 8F (22425.840000 sec): 3 clusters
  Score: Raw -1138302.046678 + Penalty 2996.401352 = -1135305.645326
  nChanged 452
		SP:Iteration 9Q (22426.150000 sec): 3 clusters
  Score: Raw -1138593.635596 + Penalty 2996.401352 = -1135597.234244
  nChanged 380
		SP:Iteration 10Q (22426.420000 sec): 3 clusters
  Score: Raw -1138806.085103 + Penalty 2996.401352 = -1135809.683752
  nChanged 270
		SP:Iteration 11Q (22426.650000 sec): 3 clusters
  Score: Raw -1138937.890015 + Penalty 2996.401352 = -1135941.488663
  nChanged 217
		SP:Iteration 12Q (22426.950000 sec): 3 clusters
  Score: Raw -1139033.371655 + Penalty 2996.401352 = -1136036.970303
  nChanged 171
		SP:Iteration 13Q (22427.180000 sec): 3 clusters
  Score: Raw -1139099.889927 + Penalty 2996.401352 = -1136103.488575
  nChanged 133
		SP:Iteration 14Q (22427.450000 sec): 3 clusters
  Score: Raw -1139141.174036 + Penalty 2996.401352 = -1136144.772685
  nChanged 99
		SP:Iteration 15Q (22427.690000 sec): 3 clusters
  Score: Raw -1139170.232868 + Penalty 2996.401352 = -1136173.831517
  nChanged 80
		SP:Iteration 16Q (22427.960000 sec): 3 clusters
  Score: Raw -1139191.001471 + Penalty 2996.401352 = -1136194.600119
  nChanged 54
		SP:Iteration 17Q (22428.200000 sec): 3 clusters
  Score: Raw -1139203.840121 + Penalty 2996.401352 = -1136207.438769
  nChanged 41
		SP:Iteration 18Q (22428.520000 sec): 3 clusters
  Score: Raw -1139211.561355 + Penalty 2996.401352 = -1136215.160003
  nChanged 34
		SP:Iteration 19Q (22428.760000 sec): 3 clusters
  Score: Raw -1139217.449314 + Penalty 2996.401352 = -1136221.047962
  nChanged 26
		SP:Iteration 20F (22429.070000 sec): 3 clusters
  Score: Raw -1139221.146513 + Penalty 2996.401352 = -1136224.745161
  nChanged 26
		SP:Iteration 21Q (22429.310000 sec): 3 clusters
  Score: Raw -1139226.227729 + Penalty 2996.401352 = -1136229.826377
  nChanged 30
		SP:Iteration 22Q (22429.570000 sec): 3 clusters
  Score: Raw -1139230.893993 + Penalty 2996.401352 = -1136234.492641
  nChanged 18
		SP:Iteration 23Q (22429.810000 sec): 3 clusters
  Score: Raw -1139233.758372 + Penalty 2996.401352 = -1136237.357020
  nChanged 21
		SP:Iteration 24Q (22430.100000 sec): 3 clusters
  Score: Raw -1139237.266903 + Penalty 2996.401352 = -1136240.865552
  nChanged 21
		SP:Iteration 25Q (22430.350000 sec): 3 clusters
  Score: Raw -1139241.081702 + Penalty 2996.401352 = -1136244.680350
  nChanged 23
		SP:Iteration 26Q (22430.530000 sec): 3 clusters
  Score: Raw -1139245.103225 + Penalty 2996.401352 = -1136248.701874
  nChanged 24
		SP:Iteration 27Q (22430.780000 sec): 3 clusters
  Score: Raw -1139249.025995 + Penalty 2996.401352 = -1136252.624644
  nChanged 20
		SP:Iteration 28Q (22431.030000 sec): 3 clusters
  Score: Raw -1139252.282225 + Penalty 2996.401352 = -1136255.880873
  nChanged 20
		SP:Iteration 29Q (22431.340000 sec): 3 clusters
  Score: Raw -1139255.859338 + Penalty 2996.401352 = -1136259.457986
  nChanged 24
		SP:Iteration 30Q (22431.540000 sec): 3 clusters
  Score: Raw -1139259.853835 + Penalty 2996.401352 = -1136263.452483
  nChanged 18
		SP:Iteration 31Q (22431.830000 sec): 3 clusters
  Score: Raw -1139262.512144 + Penalty 2996.401352 = -1136266.110792
  nChanged 17
		SP:Iteration 32Q (22432.050000 sec): 3 clusters
  Score: Raw -1139264.606455 + Penalty 2996.401352 = -1136268.205103
  nChanged 12
		SP:Iteration 33Q (22432.330000 sec): 3 clusters
  Score: Raw -1139265.960237 + Penalty 2996.401352 = -1136269.558885
  nChanged 9
		SP:Iteration 34Q (22432.550000 sec): 3 clusters
  Score: Raw -1139266.882421 + Penalty 2996.401352 = -1136270.481069
  nChanged 9
		SP:Iteration 35Q (22432.810000 sec): 3 clusters
  Score: Raw -1139267.727507 + Penalty 2996.401352 = -1136271.326155
  nChanged 5
		SP:Iteration 36Q (22433.040000 sec): 3 clusters
  Score: Raw -1139268.201488 + Penalty 2996.401352 = -1136271.800136
  nChanged 1
		SP:Iteration 37Q (22433.280000 sec): 3 clusters
  Score: Raw -1139268.314203 + Penalty 2996.401352 = -1136271.912851
  nChanged 1
		SP:Iteration 38Q (22433.530000 sec): 3 clusters
  Score: Raw -1139268.445379 + Penalty 2996.401352 = -1136272.044027
  nChanged 2
		SP:Iteration 39Q (22433.830000 sec): 3 clusters
  Score: Raw -1139268.684651 + Penalty 2996.401352 = -1136272.283299
  nChanged 3
		SP:Iteration 40F (22434.060000 sec): 3 clusters
  Score: Raw -1139269.157746 + Penalty 2996.401352 = -1136272.756394
  nChanged 5
		SP:Iteration 41Q (22434.300000 sec): 3 clusters
  Score: Raw -1139269.758087 + Penalty 2996.401352 = -1136273.356735
  nChanged 6
		SP:Iteration 42Q (22434.530000 sec): 3 clusters
  Score: Raw -1139270.443684 + Penalty 2996.401352 = -1136274.042332
  nChanged 0
		SP:Iteration 43F (22434.730000 sec): 3 clusters
  Score: Raw -1139270.443684 + Penalty 2996.401352 = -1136274.042332
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (17798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22434.930000 sec): 2 clusters
  Score: Raw -1915741.229745 + Penalty 1590.361723 = -1914150.868022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22435.230000 sec): 3 clusters
  Score: Raw -1905163.211862 + Penalty 3180.723445 = -1901982.488417
  nChanged 7974
		SP:Iteration 1F (22435.530000 sec): 3 clusters
  Score: Raw -1909952.387631 + Penalty 3180.723445 = -1906771.664186
  nChanged 1287
		SP:Iteration 2F (22435.820000 sec): 3 clusters
  Score: Raw -1910790.863240 + Penalty 3180.723445 = -1907610.139794
  nChanged 1293
		SP:Iteration 3F (22436.110000 sec): 3 clusters
  Score: Raw -1911698.243211 + Penalty 3180.723445 = -1908517.519766
  nChanged 1306
		SP:Iteration 4F (22436.400000 sec): 3 clusters
  Score: Raw -1912584.442804 + Penalty 3180.723445 = -1909403.719359
  nChanged 1164
		SP:Iteration 5F (22436.730000 sec): 3 clusters
  Score: Raw -1913332.578867 + Penalty 3180.723445 = -1910151.855421
  nChanged 945
		SP:Iteration 6F (22436.980000 sec): 3 clusters
  Score: Raw -1913848.019464 + Penalty 3180.723445 = -1910667.296019
  nChanged 749
		SP:Iteration 7Q (22437.240000 sec): 3 clusters
  Score: Raw -1914247.104119 + Penalty 3180.723445 = -1911066.380673
  nChanged 578
		SP:Iteration 8Q (22437.560000 sec): 3 clusters
  Score: Raw -1914543.049114 + Penalty 3180.723445 = -1911362.325669
  nChanged 484
		SP:Iteration 9Q (22437.860000 sec): 3 clusters
  Score: Raw -1914783.387804 + Penalty 3180.723445 = -1911602.664359
  nChanged 431
		SP:Iteration 10Q (22438.210000 sec): 3 clusters
  Score: Raw -1915006.044978 + Penalty 3180.723445 = -1911825.321532
  nChanged 372
		SP:Iteration 11Q (22438.470000 sec): 3 clusters
  Score: Raw -1915176.154206 + Penalty 3180.723445 = -1911995.430761
  nChanged 301
		SP:Iteration 12Q (22438.810000 sec): 3 clusters
  Score: Raw -1915308.643420 + Penalty 3180.723445 = -1912127.919975
  nChanged 276
		SP:Iteration 13Q (22439.090000 sec): 3 clusters
  Score: Raw -1915426.022297 + Penalty 3180.723445 = -1912245.298851
  nChanged 231
		SP:Iteration 14Q (22439.420000 sec): 3 clusters
  Score: Raw -1915522.897040 + Penalty 3180.723445 = -1912342.173595
  nChanged 216
		SP:Iteration 15Q (22439.710000 sec): 3 clusters
  Score: Raw -1915621.087371 + Penalty 3180.723445 = -1912440.363926
  nChanged 218
		SP:Iteration 16Q (22440.010000 sec): 3 clusters
  Score: Raw -1915717.016971 + Penalty 3180.723445 = -1912536.293526
  nChanged 192
		SP:Iteration 17Q (22440.330000 sec): 3 clusters
  Score: Raw -1915796.721968 + Penalty 3180.723445 = -1912615.998522
  nChanged 177
		SP:Iteration 18Q (22440.610000 sec): 3 clusters
  Score: Raw -1915866.587723 + Penalty 3180.723445 = -1912685.864277
  nChanged 146
		SP:Iteration 19Q (22440.890000 sec): 3 clusters
  Score: Raw -1915926.389335 + Penalty 3180.723445 = -1912745.665890
  nChanged 139
		SP:Iteration 20F (22441.230000 sec): 3 clusters
  Score: Raw -1915978.045053 + Penalty 3180.723445 = -1912797.321608
  nChanged 119
		SP:Iteration 21Q (22441.520000 sec): 3 clusters
  Score: Raw -1916019.751092 + Penalty 3180.723445 = -1912839.027647
  nChanged 103
		SP:Iteration 22Q (22441.830000 sec): 3 clusters
  Score: Raw -1916051.730655 + Penalty 3180.723445 = -1912871.007210
  nChanged 103
		SP:Iteration 23Q (22442.110000 sec): 3 clusters
  Score: Raw -1916078.226801 + Penalty 3180.723445 = -1912897.503355
  nChanged 70
		SP:Iteration 24Q (22442.390000 sec): 3 clusters
  Score: Raw -1916093.328782 + Penalty 3180.723445 = -1912912.605337
  nChanged 61
		SP:Iteration 25Q (22442.730000 sec): 3 clusters
  Score: Raw -1916104.781210 + Penalty 3180.723445 = -1912924.057765
  nChanged 45
		SP:Iteration 26Q (22443.030000 sec): 3 clusters
  Score: Raw -1916114.272189 + Penalty 3180.723445 = -1912933.548744
  nChanged 44
		SP:Iteration 27Q (22443.290000 sec): 3 clusters
  Score: Raw -1916125.495882 + Penalty 3180.723445 = -1912944.772437
  nChanged 44
		SP:Iteration 28Q (22443.610000 sec): 3 clusters
  Score: Raw -1916138.515863 + Penalty 3180.723445 = -1912957.792418
  nChanged 48
		SP:Iteration 29Q (22443.890000 sec): 3 clusters
  Score: Raw -1916150.820494 + Penalty 3180.723445 = -1912970.097048
  nChanged 51
		SP:Iteration 30Q (22444.200000 sec): 3 clusters
  Score: Raw -1916161.223477 + Penalty 3180.723445 = -1912980.500032
  nChanged 41
		SP:Iteration 31Q (22444.400000 sec): 3 clusters
  Score: Raw -1916168.298540 + Penalty 3180.723445 = -1912987.575094
  nChanged 32
		SP:Iteration 32Q (22444.680000 sec): 3 clusters
  Score: Raw -1916174.339033 + Penalty 3180.723445 = -1912993.615587
  nChanged 27
		SP:Iteration 33Q (22444.960000 sec): 3 clusters
  Score: Raw -1916179.389287 + Penalty 3180.723445 = -1912998.665841
  nChanged 25
		SP:Iteration 34Q (22445.220000 sec): 3 clusters
  Score: Raw -1916184.381038 + Penalty 3180.723445 = -1913003.657593
  nChanged 22
		SP:Iteration 35Q (22445.480000 sec): 3 clusters
  Score: Raw -1916188.530134 + Penalty 3180.723445 = -1913007.806689
  nChanged 23
		SP:Iteration 36Q (22445.750000 sec): 3 clusters
  Score: Raw -1916193.005878 + Penalty 3180.723445 = -1913012.282433
  nChanged 25
		SP:Iteration 37Q (22446.060000 sec): 3 clusters
  Score: Raw -1916197.756947 + Penalty 3180.723445 = -1913017.033501
  nChanged 24
		SP:Iteration 38Q (22446.350000 sec): 3 clusters
  Score: Raw -1916202.243826 + Penalty 3180.723445 = -1913021.520380
  nChanged 31
		SP:Iteration 39Q (22446.570000 sec): 3 clusters
  Score: Raw -1916208.192513 + Penalty 3180.723445 = -1913027.469067
  nChanged 34
		SP:Iteration 40F (22446.880000 sec): 3 clusters
  Score: Raw -1916215.272883 + Penalty 3180.723445 = -1913034.549438
  nChanged 34
		SP:Iteration 41Q (22447.120000 sec): 3 clusters
  Score: Raw -1916222.304704 + Penalty 3180.723445 = -1913041.581259
  nChanged 40
		SP:Iteration 42Q (22447.400000 sec): 3 clusters
  Score: Raw -1916230.400967 + Penalty 3180.723445 = -1913049.677522
  nChanged 38
		SP:Iteration 43Q (22447.670000 sec): 3 clusters
  Score: Raw -1916237.877189 + Penalty 3180.723445 = -1913057.153744
  nChanged 32
		SP:Iteration 44Q (22447.930000 sec): 3 clusters
  Score: Raw -1916242.453527 + Penalty 3180.723445 = -1913061.730082
  nChanged 25
		SP:Iteration 45Q (22448.250000 sec): 3 clusters
  Score: Raw -1916246.713850 + Penalty 3180.723445 = -1913065.990405
  nChanged 25
		SP:Iteration 46Q (22448.470000 sec): 3 clusters
  Score: Raw -1916253.471224 + Penalty 3180.723445 = -1913072.747778
  nChanged 19
		SP:Iteration 47Q (22448.750000 sec): 3 clusters
  Score: Raw -1916257.305664 + Penalty 3180.723445 = -1913076.582218
  nChanged 21
		SP:Iteration 48Q (22449.040000 sec): 3 clusters
  Score: Raw -1916261.827464 + Penalty 3180.723445 = -1913081.104019
  nChanged 19
		SP:Iteration 49Q (22449.300000 sec): 3 clusters
  Score: Raw -1916265.423619 + Penalty 3180.723445 = -1913084.700174
  nChanged 17
		SP:Iteration 50Q (22449.580000 sec): 3 clusters
  Score: Raw -1916269.400527 + Penalty 3180.723445 = -1913088.677082
  nChanged 17
		SP:Iteration 51Q (22449.790000 sec): 3 clusters
  Score: Raw -1916272.597046 + Penalty 3180.723445 = -1913091.873601
  nChanged 20
		SP:Iteration 52Q (22450.060000 sec): 3 clusters
  Score: Raw -1916277.623667 + Penalty 3180.723445 = -1913096.900222
  nChanged 23
		SP:Iteration 53Q (22450.300000 sec): 3 clusters
  Score: Raw -1916280.912775 + Penalty 3180.723445 = -1913100.189329
  nChanged 14
		SP:Iteration 54Q (22450.530000 sec): 3 clusters
  Score: Raw -1916283.235535 + Penalty 3180.723445 = -1913102.512090
  nChanged 17
		SP:Iteration 55Q (22450.840000 sec): 3 clusters
  Score: Raw -1916285.740202 + Penalty 3180.723445 = -1913105.016757
  nChanged 17
		SP:Iteration 56Q (22451.130000 sec): 3 clusters
  Score: Raw -1916289.605798 + Penalty 3180.723445 = -1913108.882353
  nChanged 20
		SP:Iteration 57Q (22451.360000 sec): 3 clusters
  Score: Raw -1916295.554007 + Penalty 3180.723445 = -1913114.830561
  nChanged 25
		SP:Iteration 58Q (22451.630000 sec): 3 clusters
  Score: Raw -1916301.008194 + Penalty 3180.723445 = -1913120.284749
  nChanged 24
		SP:Iteration 59Q (22451.870000 sec): 3 clusters
  Score: Raw -1916306.059768 + Penalty 3180.723445 = -1913125.336323
  nChanged 22
		SP:Iteration 60F (22452.110000 sec): 3 clusters
  Score: Raw -1916311.131677 + Penalty 3180.723445 = -1913130.408231
  nChanged 24
		SP:Iteration 61Q (22452.380000 sec): 3 clusters
  Score: Raw -1916316.913744 + Penalty 3180.723445 = -1913136.190298
  nChanged 25
		SP:Iteration 62Q (22452.660000 sec): 3 clusters
  Score: Raw -1916323.403227 + Penalty 3180.723445 = -1913142.679782
  nChanged 24
		SP:Iteration 63Q (22452.860000 sec): 3 clusters
  Score: Raw -1916329.526504 + Penalty 3180.723445 = -1913148.803059
  nChanged 21
		SP:Iteration 64Q (22453.100000 sec): 3 clusters
  Score: Raw -1916334.918021 + Penalty 3180.723445 = -1913154.194575
  nChanged 21
		SP:Iteration 65Q (22453.350000 sec): 3 clusters
  Score: Raw -1916342.310858 + Penalty 3180.723445 = -1913161.587412
  nChanged 30
		SP:Iteration 66Q (22453.600000 sec): 3 clusters
  Score: Raw -1916351.277291 + Penalty 3180.723445 = -1913170.553846
  nChanged 35
		SP:Iteration 67Q (22453.880000 sec): 3 clusters
  Score: Raw -1916359.946584 + Penalty 3180.723445 = -1913179.223139
  nChanged 28
		SP:Iteration 68Q (22454.140000 sec): 3 clusters
  Score: Raw -1916368.686460 + Penalty 3180.723445 = -1913187.963014
  nChanged 30
		SP:Iteration 69Q (22454.380000 sec): 3 clusters
  Score: Raw -1916376.138979 + Penalty 3180.723445 = -1913195.415534
  nChanged 28
		SP:Iteration 70Q (22454.610000 sec): 3 clusters
  Score: Raw -1916380.884111 + Penalty 3180.723445 = -1913200.160666
  nChanged 17
		SP:Iteration 71Q (22454.840000 sec): 3 clusters
  Score: Raw -1916384.656912 + Penalty 3180.723445 = -1913203.933467
  nChanged 16
		SP:Iteration 72Q (22455.090000 sec): 3 clusters
  Score: Raw -1916387.979527 + Penalty 3180.723445 = -1913207.256081
  nChanged 16
		SP:Iteration 73Q (22455.400000 sec): 3 clusters
  Score: Raw -1916393.195662 + Penalty 3180.723445 = -1913212.472216
  nChanged 24
		SP:Iteration 74Q (22455.630000 sec): 3 clusters
  Score: Raw -1916399.281850 + Penalty 3180.723445 = -1913218.558404
  nChanged 19
		SP:Iteration 75Q (22455.920000 sec): 3 clusters
  Score: Raw -1916403.277930 + Penalty 3180.723445 = -1913222.554485
  nChanged 21
		SP:Iteration 76Q (22456.180000 sec): 3 clusters
  Score: Raw -1916410.490868 + Penalty 3180.723445 = -1913229.767423
  nChanged 14
		SP:Iteration 77Q (22456.400000 sec): 3 clusters
  Score: Raw -1916415.059334 + Penalty 3180.723445 = -1913234.335889
  nChanged 18
		SP:Iteration 78Q (22456.680000 sec): 3 clusters
  Score: Raw -1916419.565966 + Penalty 3180.723445 = -1913238.842521
  nChanged 11
		SP:Iteration 79Q (22456.910000 sec): 3 clusters
  Score: Raw -1916422.298441 + Penalty 3180.723445 = -1913241.574995
  nChanged 10
		SP:Iteration 80F (22457.200000 sec): 3 clusters
  Score: Raw -1916424.318001 + Penalty 3180.723445 = -1913243.594555
  nChanged 8
		SP:Iteration 81Q (22457.470000 sec): 3 clusters
  Score: Raw -1916426.171578 + Penalty 3180.723445 = -1913245.448133
  nChanged 7
		SP:Iteration 82Q (22457.750000 sec): 3 clusters
  Score: Raw -1916428.750426 + Penalty 3180.723445 = -1913248.026981
  nChanged 13
		SP:Iteration 83Q (22458.070000 sec): 3 clusters
  Score: Raw -1916434.365587 + Penalty 3180.723445 = -1913253.642141
  nChanged 20
		SP:Iteration 84Q (22458.340000 sec): 3 clusters
  Score: Raw -1916439.534745 + Penalty 3180.723445 = -1913258.811300
  nChanged 23
		SP:Iteration 85Q (22458.600000 sec): 3 clusters
  Score: Raw -1916444.874506 + Penalty 3180.723445 = -1913264.151060
  nChanged 13
		SP:Iteration 86Q (22458.890000 sec): 3 clusters
  Score: Raw -1916447.785293 + Penalty 3180.723445 = -1913267.061848
  nChanged 8
		SP:Iteration 87Q (22459.160000 sec): 3 clusters
  Score: Raw -1916449.948956 + Penalty 3180.723445 = -1913269.225510
  nChanged 8
		SP:Iteration 88Q (22459.420000 sec): 3 clusters
  Score: Raw -1916451.659722 + Penalty 3180.723445 = -1913270.936277
  nChanged 8
		SP:Iteration 89Q (22459.730000 sec): 3 clusters
  Score: Raw -1916453.381480 + Penalty 3180.723445 = -1913272.658035
  nChanged 5
		SP:Iteration 90Q (22459.970000 sec): 3 clusters
  Score: Raw -1916454.672040 + Penalty 3180.723445 = -1913273.948594
  nChanged 8
		SP:Iteration 91Q (22460.210000 sec): 3 clusters
  Score: Raw -1916457.447284 + Penalty 3180.723445 = -1913276.723839
  nChanged 12
		SP:Iteration 92Q (22460.460000 sec): 3 clusters
  Score: Raw -1916460.433514 + Penalty 3180.723445 = -1913279.710069
  nChanged 11
		SP:Iteration 93Q (22460.690000 sec): 3 clusters
  Score: Raw -1916462.258721 + Penalty 3180.723445 = -1913281.535275
  nChanged 8
		SP:Iteration 94Q (22460.920000 sec): 3 clusters
  Score: Raw -1916463.907409 + Penalty 3180.723445 = -1913283.183963
  nChanged 8
		SP:Iteration 95Q (22461.210000 sec): 3 clusters
  Score: Raw -1916466.176634 + Penalty 3180.723445 = -1913285.453189
  nChanged 9
		SP:Iteration 96Q (22461.430000 sec): 3 clusters
  Score: Raw -1916467.580832 + Penalty 3180.723445 = -1913286.857387
  nChanged 2
		SP:Iteration 97Q (22461.740000 sec): 3 clusters
  Score: Raw -1916467.724571 + Penalty 3180.723445 = -1913287.001126
  nChanged 1
		SP:Iteration 98Q (22461.940000 sec): 3 clusters
  Score: Raw -1916468.063150 + Penalty 3180.723445 = -1913287.339704
  nChanged 2
		SP:Iteration 99Q (22462.170000 sec): 3 clusters
  Score: Raw -1916468.316479 + Penalty 3180.723445 = -1913287.593034
  nChanged 1
		SP:Iteration 100F (22462.440000 sec): 3 clusters
  Score: Raw -1916468.454254 + Penalty 3180.723445 = -1913287.730809
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 31 (24600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22462.640000 sec): 2 clusters
  Score: Raw -2853039.176052 + Penalty 1642.956530 = -2851396.219522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22462.960000 sec): 3 clusters
  Score: Raw -2838065.469379 + Penalty 3285.913060 = -2834779.556319
  nChanged 11115
		SP:Iteration 1F (22463.250000 sec): 3 clusters
  Score: Raw -2844091.501542 + Penalty 3285.913060 = -2840805.588482
  nChanged 1113
		SP:Iteration 2Q (22463.550000 sec): 3 clusters
  Score: Raw -2844458.073843 + Penalty 3285.913060 = -2841172.160783
  nChanged 1089
		SP:Iteration 3Q (22463.870000 sec): 3 clusters
  Score: Raw -2844814.216460 + Penalty 3285.913060 = -2841528.303400
  nChanged 1011
		SP:Iteration 4Q (22464.210000 sec): 3 clusters
  Score: Raw -2845121.044868 + Penalty 3285.913060 = -2841835.131808
  nChanged 888
		SP:Iteration 5Q (22464.550000 sec): 3 clusters
  Score: Raw -2845392.692484 + Penalty 3285.913060 = -2842106.779424
  nChanged 869
		SP:Iteration 6Q (22464.900000 sec): 3 clusters
  Score: Raw -2845704.330490 + Penalty 3285.913060 = -2842418.417431
  nChanged 950
		SP:Iteration 7Q (22465.210000 sec): 3 clusters
  Score: Raw -2846109.203836 + Penalty 3285.913060 = -2842823.290776
  nChanged 1066
		SP:Iteration 8Q (22465.520000 sec): 3 clusters
  Score: Raw -2846668.674335 + Penalty 3285.913060 = -2843382.761275
  nChanged 1149
		SP:Iteration 9Q (22465.850000 sec): 3 clusters
  Score: Raw -2847344.396677 + Penalty 3285.913060 = -2844058.483618
  nChanged 1208
		SP:Iteration 10Q (22466.130000 sec): 3 clusters
  Score: Raw -2848119.828007 + Penalty 3285.913060 = -2844833.914947
  nChanged 1134
		SP:Iteration 11Q (22466.450000 sec): 3 clusters
  Score: Raw -2848789.140206 + Penalty 3285.913060 = -2845503.227146
  nChanged 954
		SP:Iteration 12Q (22466.790000 sec): 3 clusters
  Score: Raw -2849215.721543 + Penalty 3285.913060 = -2845929.808483
  nChanged 689
		SP:Iteration 13Q (22467.090000 sec): 3 clusters
  Score: Raw -2849431.869287 + Penalty 3285.913060 = -2846145.956227
  nChanged 452
		SP:Iteration 14Q (22467.430000 sec): 3 clusters
  Score: Raw -2849547.397910 + Penalty 3285.913060 = -2846261.484850
  nChanged 315
		SP:Iteration 15Q (22467.740000 sec): 3 clusters
  Score: Raw -2849612.778300 + Penalty 3285.913060 = -2846326.865240
  nChanged 234
		SP:Iteration 16Q (22468.090000 sec): 3 clusters
  Score: Raw -2849663.266553 + Penalty 3285.913060 = -2846377.353494
  nChanged 233
		SP:Iteration 17Q (22468.400000 sec): 3 clusters
  Score: Raw -2849712.133395 + Penalty 3285.913060 = -2846426.220336
  nChanged 229
		SP:Iteration 18Q (22468.710000 sec): 3 clusters
  Score: Raw -2849765.342950 + Penalty 3285.913060 = -2846479.429890
  nChanged 209
		SP:Iteration 19Q (22469.050000 sec): 3 clusters
  Score: Raw -2849820.144671 + Penalty 3285.913060 = -2846534.231611
  nChanged 239
		SP:Iteration 20F (22469.350000 sec): 3 clusters
  Score: Raw -2849885.922206 + Penalty 3285.913060 = -2846600.009147
  nChanged 265
		SP:Iteration 21Q (22469.650000 sec): 3 clusters
  Score: Raw -2849958.097480 + Penalty 3285.913060 = -2846672.184421
  nChanged 285
		SP:Iteration 22Q (22469.910000 sec): 3 clusters
  Score: Raw -2850034.159113 + Penalty 3285.913060 = -2846748.246053
  nChanged 310
		SP:Iteration 23Q (22470.200000 sec): 3 clusters
  Score: Raw -2850120.320760 + Penalty 3285.913060 = -2846834.407700
  nChanged 304
		SP:Iteration 24Q (22470.510000 sec): 3 clusters
  Score: Raw -2850209.171176 + Penalty 3285.913060 = -2846923.258117
  nChanged 312
		SP:Iteration 25Q (22470.870000 sec): 3 clusters
  Score: Raw -2850306.804479 + Penalty 3285.913060 = -2847020.891419
  nChanged 322
		SP:Iteration 26Q (22471.260000 sec): 3 clusters
  Score: Raw -2850411.250703 + Penalty 3285.913060 = -2847125.337644
  nChanged 341
		SP:Iteration 27Q (22471.650000 sec): 3 clusters
  Score: Raw -2850516.974788 + Penalty 3285.913060 = -2847231.061728
  nChanged 321
		SP:Iteration 28Q (22472.000000 sec): 3 clusters
  Score: Raw -2850621.955988 + Penalty 3285.913060 = -2847336.042928
  nChanged 333
		SP:Iteration 29Q (22472.350000 sec): 3 clusters
  Score: Raw -2850730.142237 + Penalty 3285.913060 = -2847444.229177
  nChanged 327
		SP:Iteration 30Q (22472.730000 sec): 3 clusters
  Score: Raw -2850838.076625 + Penalty 3285.913060 = -2847552.163566
  nChanged 334
		SP:Iteration 31Q (22473.020000 sec): 3 clusters
  Score: Raw -2850955.864234 + Penalty 3285.913060 = -2847669.951174
  nChanged 337
		SP:Iteration 32Q (22473.390000 sec): 3 clusters
  Score: Raw -2851082.842449 + Penalty 3285.913060 = -2847796.929389
  nChanged 330
		SP:Iteration 33Q (22473.730000 sec): 3 clusters
  Score: Raw -2851209.342965 + Penalty 3285.913060 = -2847923.429906
  nChanged 320
		SP:Iteration 34Q (22474.080000 sec): 3 clusters
  Score: Raw -2851327.297018 + Penalty 3285.913060 = -2848041.383958
  nChanged 329
		SP:Iteration 35Q (22474.420000 sec): 3 clusters
  Score: Raw -2851449.862726 + Penalty 3285.913060 = -2848163.949666
  nChanged 320
		SP:Iteration 36Q (22474.750000 sec): 3 clusters
  Score: Raw -2851571.998883 + Penalty 3285.913060 = -2848286.085823
  nChanged 315
		SP:Iteration 37Q (22475.090000 sec): 3 clusters
  Score: Raw -2851701.911433 + Penalty 3285.913060 = -2848415.998373
  nChanged 313
		SP:Iteration 38Q (22475.420000 sec): 3 clusters
  Score: Raw -2851841.093772 + Penalty 3285.913060 = -2848555.180712
  nChanged 308
		SP:Iteration 39Q (22475.720000 sec): 3 clusters
  Score: Raw -2852008.983305 + Penalty 3285.913060 = -2848723.070246
  nChanged 302
		SP:Iteration 40F (22476.110000 sec): 3 clusters
  Score: Raw -2852183.592604 + Penalty 3285.913060 = -2848897.679545
  nChanged 281
		SP:Iteration 41Q (22476.380000 sec): 3 clusters
  Score: Raw -2852331.824459 + Penalty 3285.913060 = -2849045.911399
  nChanged 255
		SP:Iteration 42Q (22476.770000 sec): 3 clusters
  Score: Raw -2852459.144949 + Penalty 3285.913060 = -2849173.231889
  nChanged 210
		SP:Iteration 43Q (22477.080000 sec): 3 clusters
  Score: Raw -2852561.182408 + Penalty 3285.913060 = -2849275.269348
  nChanged 187
		SP:Iteration 44Q (22477.400000 sec): 3 clusters
  Score: Raw -2852654.944194 + Penalty 3285.913060 = -2849369.031134
  nChanged 177
		SP:Iteration 45Q (22477.730000 sec): 3 clusters
  Score: Raw -2852738.462600 + Penalty 3285.913060 = -2849452.549541
  nChanged 137
		SP:Iteration 46Q (22478.040000 sec): 3 clusters
  Score: Raw -2852798.268037 + Penalty 3285.913060 = -2849512.354977
  nChanged 118
		SP:Iteration 47Q (22478.340000 sec): 3 clusters
  Score: Raw -2852845.883418 + Penalty 3285.913060 = -2849559.970359
  nChanged 114
		SP:Iteration 48Q (22478.690000 sec): 3 clusters
  Score: Raw -2852893.550519 + Penalty 3285.913060 = -2849607.637459
  nChanged 90
		SP:Iteration 49Q (22479.030000 sec): 3 clusters
  Score: Raw -2852936.477939 + Penalty 3285.913060 = -2849650.564879
  nChanged 92
		SP:Iteration 50Q (22479.370000 sec): 3 clusters
  Score: Raw -2852980.813758 + Penalty 3285.913060 = -2849694.900698
  nChanged 92
		SP:Iteration 51Q (22479.700000 sec): 3 clusters
  Score: Raw -2853022.954756 + Penalty 3285.913060 = -2849737.041696
  nChanged 62
		SP:Iteration 52Q (22479.990000 sec): 3 clusters
  Score: Raw -2853052.097184 + Penalty 3285.913060 = -2849766.184124
  nChanged 48
		SP:Iteration 53Q (22480.340000 sec): 3 clusters
  Score: Raw -2853075.467363 + Penalty 3285.913060 = -2849789.554303
  nChanged 45
		SP:Iteration 54Q (22480.650000 sec): 3 clusters
  Score: Raw -2853095.198555 + Penalty 3285.913060 = -2849809.285496
  nChanged 42
		SP:Iteration 55Q (22480.860000 sec): 3 clusters
  Score: Raw -2853112.991165 + Penalty 3285.913060 = -2849827.078105
  nChanged 39
		SP:Iteration 56Q (22481.120000 sec): 3 clusters
  Score: Raw -2853132.250796 + Penalty 3285.913060 = -2849846.337736
  nChanged 38
		SP:Iteration 57Q (22481.400000 sec): 3 clusters
  Score: Raw -2853149.492871 + Penalty 3285.913060 = -2849863.579812
  nChanged 35
		SP:Iteration 58Q (22481.720000 sec): 3 clusters
  Score: Raw -2853168.402414 + Penalty 3285.913060 = -2849882.489355
  nChanged 34
		SP:Iteration 59Q (22482.010000 sec): 3 clusters
  Score: Raw -2853187.776911 + Penalty 3285.913060 = -2849901.863851
  nChanged 32
		SP:Iteration 60F (22482.250000 sec): 3 clusters
  Score: Raw -2853205.993301 + Penalty 3285.913060 = -2849920.080241
  nChanged 30
		SP:Iteration 61Q (22482.570000 sec): 3 clusters
  Score: Raw -2853221.602028 + Penalty 3285.913060 = -2849935.688968
  nChanged 19
		SP:Iteration 62Q (22482.810000 sec): 3 clusters
  Score: Raw -2853231.247641 + Penalty 3285.913060 = -2849945.334581
  nChanged 18
		SP:Iteration 63Q (22483.120000 sec): 3 clusters
  Score: Raw -2853241.038407 + Penalty 3285.913060 = -2849955.125347
  nChanged 17
		SP:Iteration 64Q (22483.470000 sec): 3 clusters
  Score: Raw -2853248.956263 + Penalty 3285.913060 = -2849963.043204
  nChanged 11
		SP:Iteration 65Q (22483.790000 sec): 3 clusters
  Score: Raw -2853256.617400 + Penalty 3285.913060 = -2849970.704340
  nChanged 10
		SP:Iteration 66Q (22484.040000 sec): 3 clusters
  Score: Raw -2853263.295579 + Penalty 3285.913060 = -2849977.382519
  nChanged 15
		SP:Iteration 67Q (22484.380000 sec): 3 clusters
  Score: Raw -2853273.635755 + Penalty 3285.913060 = -2849987.722695
  nChanged 7
		SP:Iteration 68Q (22484.740000 sec): 3 clusters
  Score: Raw -2853276.812216 + Penalty 3285.913060 = -2849990.899156
  nChanged 6
		SP:Iteration 69Q (22485.020000 sec): 3 clusters
  Score: Raw -2853279.172465 + Penalty 3285.913060 = -2849993.259405
  nChanged 5
		SP:Iteration 70Q (22485.360000 sec): 3 clusters
  Score: Raw -2853280.927191 + Penalty 3285.913060 = -2849995.014131
  nChanged 7
		SP:Iteration 71Q (22485.600000 sec): 3 clusters
  Score: Raw -2853284.585581 + Penalty 3285.913060 = -2849998.672521
  nChanged 9
		SP:Iteration 72Q (22485.900000 sec): 3 clusters
  Score: Raw -2853289.176536 + Penalty 3285.913060 = -2850003.263477
  nChanged 6
		SP:Iteration 73Q (22486.170000 sec): 3 clusters
  Score: Raw -2853291.784407 + Penalty 3285.913060 = -2850005.871347
  nChanged 1
		SP:Iteration 74Q (22486.490000 sec): 3 clusters
  Score: Raw -2853292.645693 + Penalty 3285.913060 = -2850006.732634
  nChanged 2
		SP:Iteration 75Q (22486.820000 sec): 3 clusters
  Score: Raw -2853293.990907 + Penalty 3285.913060 = -2850008.077847
  nChanged 3
		SP:Iteration 76Q (22487.110000 sec): 3 clusters
  Score: Raw -2853296.051654 + Penalty 3285.913060 = -2850010.138595
  nChanged 1
		SP:Iteration 77Q (22487.440000 sec): 3 clusters
  Score: Raw -2853296.365825 + Penalty 3285.913060 = -2850010.452765
  nChanged 0
		SP:Iteration 78F (22487.700000 sec): 3 clusters
  Score: Raw -2853296.365825 + Penalty 3285.913060 = -2850010.452765
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 32 (2169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22487.820000 sec): 2 clusters
  Score: Raw -192381.525693 + Penalty 1248.328496 = -191133.197198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22488.040000 sec): 3 clusters
  Score: Raw -191434.112142 + Penalty 2496.656991 = -188937.455151
  nChanged 773
		SP:Iteration 1F (22488.210000 sec): 3 clusters
  Score: Raw -192038.787019 + Penalty 2496.656991 = -189542.130028
  nChanged 208
		SP:Iteration 2F (22488.370000 sec): 3 clusters
  Score: Raw -192245.827184 + Penalty 2496.656991 = -189749.170193
  nChanged 148
		SP:Iteration 3F (22488.520000 sec): 3 clusters
  Score: Raw -192370.346356 + Penalty 2496.656991 = -189873.689365
  nChanged 100
		SP:Iteration 4Q (22488.680000 sec): 3 clusters
  Score: Raw -192462.701940 + Penalty 2496.656991 = -189966.044949
  nChanged 75
		SP:Iteration 5Q (22488.860000 sec): 3 clusters
  Score: Raw -192531.226119 + Penalty 2496.656991 = -190034.569128
  nChanged 73
		SP:Iteration 6Q (22489.040000 sec): 3 clusters
  Score: Raw -192596.451477 + Penalty 2496.656991 = -190099.794486
  nChanged 73
		SP:Iteration 7Q (22489.180000 sec): 3 clusters
  Score: Raw -192660.098421 + Penalty 2496.656991 = -190163.441430
  nChanged 65
		SP:Iteration 8Q (22489.360000 sec): 3 clusters
  Score: Raw -192703.616371 + Penalty 2496.656991 = -190206.959380
  nChanged 47
		SP:Iteration 9Q (22489.560000 sec): 3 clusters
  Score: Raw -192734.916720 + Penalty 2496.656991 = -190238.259729
  nChanged 36
		SP:Iteration 10Q (22489.750000 sec): 3 clusters
  Score: Raw -192768.841857 + Penalty 2496.656991 = -190272.184866
  nChanged 39
		SP:Iteration 11Q (22489.950000 sec): 3 clusters
  Score: Raw -192797.764229 + Penalty 2496.656991 = -190301.107238
  nChanged 33
		SP:Iteration 12Q (22490.180000 sec): 3 clusters
  Score: Raw -192826.407703 + Penalty 2496.656991 = -190329.750712
  nChanged 44
		SP:Iteration 13Q (22490.400000 sec): 3 clusters
  Score: Raw -192864.158620 + Penalty 2496.656991 = -190367.501629
  nChanged 50
		SP:Iteration 14Q (22490.640000 sec): 3 clusters
  Score: Raw -192924.045325 + Penalty 2496.656991 = -190427.388334
  nChanged 51
		SP:Iteration 15Q (22490.840000 sec): 3 clusters
  Score: Raw -192983.942662 + Penalty 2496.656991 = -190487.285671
  nChanged 36
		SP:Iteration 16Q (22491.090000 sec): 3 clusters
  Score: Raw -193011.736157 + Penalty 2496.656991 = -190515.079166
  nChanged 29
		SP:Iteration 17Q (22491.330000 sec): 3 clusters
  Score: Raw -193031.540928 + Penalty 2496.656991 = -190534.883937
  nChanged 20
		SP:Iteration 18Q (22491.530000 sec): 3 clusters
  Score: Raw -193051.221039 + Penalty 2496.656991 = -190554.564048
  nChanged 14
		SP:Iteration 19Q (22491.740000 sec): 3 clusters
  Score: Raw -193064.057876 + Penalty 2496.656991 = -190567.400885
  nChanged 13
		SP:Iteration 20F (22491.930000 sec): 3 clusters
  Score: Raw -193069.878053 + Penalty 2496.656991 = -190573.221061
  nChanged 10
		SP:Iteration 21Q (22492.160000 sec): 3 clusters
  Score: Raw -193075.540317 + Penalty 2496.656991 = -190578.883326
  nChanged 11
		SP:Iteration 22Q (22492.320000 sec): 3 clusters
  Score: Raw -193080.788104 + Penalty 2496.656991 = -190584.131113
  nChanged 5
		SP:Iteration 23Q (22492.510000 sec): 3 clusters
  Score: Raw -193083.133704 + Penalty 2496.656991 = -190586.476713
  nChanged 4
		SP:Iteration 24Q (22492.700000 sec): 3 clusters
  Score: Raw -193085.018960 + Penalty 2496.656991 = -190588.361969
  nChanged 4
		SP:Iteration 25Q (22492.940000 sec): 3 clusters
  Score: Raw -193089.136278 + Penalty 2496.656991 = -190592.479287
  nChanged 2
		SP:Iteration 26Q (22493.110000 sec): 3 clusters
  Score: Raw -193090.675188 + Penalty 2496.656991 = -190594.018197
  nChanged 1
		SP:Iteration 27Q (22493.350000 sec): 3 clusters
  Score: Raw -193090.978305 + Penalty 2496.656991 = -190594.321314
  nChanged 1
		SP:Iteration 28Q (22493.520000 sec): 3 clusters
  Score: Raw -193091.441336 + Penalty 2496.656991 = -190594.784345
  nChanged 1
		SP:Iteration 29Q (22493.720000 sec): 3 clusters
  Score: Raw -193092.043733 + Penalty 2496.656991 = -190595.386742
  nChanged 1
		SP:Iteration 30Q (22493.910000 sec): 3 clusters
  Score: Raw -193092.385996 + Penalty 2496.656991 = -190595.729005
  nChanged 1
		SP:Iteration 31Q (22494.150000 sec): 3 clusters
  Score: Raw -193092.668530 + Penalty 2496.656991 = -190596.011539
  nChanged 1
		SP:Iteration 32Q (22494.320000 sec): 3 clusters
  Score: Raw -193093.024106 + Penalty 2496.656991 = -190596.367115
  nChanged 0
		SP:Iteration 33F (22494.490000 sec): 3 clusters
  Score: Raw -193093.024106 + Penalty 2496.656991 = -190596.367115
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 33 (29217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22494.770000 sec): 2 clusters
  Score: Raw -3650092.989703 + Penalty 1670.907227 = -3648422.082476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22495.050000 sec): 3 clusters
  Score: Raw -3632053.322376 + Penalty 3341.814453 = -3628711.507922
  nChanged 13347
		SP:Iteration 1F (22495.420000 sec): 3 clusters
  Score: Raw -3639597.042583 + Penalty 3341.814453 = -3636255.228130
  nChanged 1278
		SP:Iteration 2Q (22495.740000 sec): 3 clusters
  Score: Raw -3640007.941791 + Penalty 3341.814453 = -3636666.127338
  nChanged 1222
		SP:Iteration 3Q (22496.070000 sec): 3 clusters
  Score: Raw -3640459.674360 + Penalty 3341.814453 = -3637117.859906
  nChanged 1307
		SP:Iteration 4Q (22496.340000 sec): 3 clusters
  Score: Raw -3641032.461093 + Penalty 3341.814453 = -3637690.646640
  nChanged 1381
		SP:Iteration 5Q (22496.700000 sec): 3 clusters
  Score: Raw -3641730.104940 + Penalty 3341.814453 = -3638388.290487
  nChanged 1536
		SP:Iteration 6F (22497.010000 sec): 3 clusters
  Score: Raw -3642592.407019 + Penalty 3341.814453 = -3639250.592565
  nChanged 1590
		SP:Iteration 7F (22497.310000 sec): 3 clusters
  Score: Raw -3643542.678939 + Penalty 3341.814453 = -3640200.864485
  nChanged 1641
		SP:Iteration 8F (22497.660000 sec): 3 clusters
  Score: Raw -3644584.215128 + Penalty 3341.814453 = -3641242.400675
  nChanged 1547
		SP:Iteration 9F (22498.030000 sec): 3 clusters
  Score: Raw -3645484.771782 + Penalty 3341.814453 = -3642142.957328
  nChanged 1252
		SP:Iteration 10Q (22498.440000 sec): 3 clusters
  Score: Raw -3646049.135953 + Penalty 3341.814453 = -3642707.321500
  nChanged 889
		SP:Iteration 11Q (22498.750000 sec): 3 clusters
  Score: Raw -3646333.016424 + Penalty 3341.814453 = -3642991.201971
  nChanged 585
		SP:Iteration 12Q (22499.200000 sec): 3 clusters
  Score: Raw -3646456.625441 + Penalty 3341.814453 = -3643114.810987
  nChanged 383
		SP:Iteration 13Q (22499.590000 sec): 3 clusters
  Score: Raw -3646523.668491 + Penalty 3341.814453 = -3643181.854037
  nChanged 253
		SP:Iteration 14Q (22499.960000 sec): 3 clusters
  Score: Raw -3646563.492422 + Penalty 3341.814453 = -3643221.677969
  nChanged 221
		SP:Iteration 15Q (22500.310000 sec): 3 clusters
  Score: Raw -3646594.047057 + Penalty 3341.814453 = -3643252.232603
  nChanged 186
		SP:Iteration 16Q (22500.720000 sec): 3 clusters
  Score: Raw -3646622.109029 + Penalty 3341.814453 = -3643280.294576
  nChanged 183
		SP:Iteration 17Q (22501.110000 sec): 3 clusters
  Score: Raw -3646646.419793 + Penalty 3341.814453 = -3643304.605339
  nChanged 167
		SP:Iteration 18Q (22501.460000 sec): 3 clusters
  Score: Raw -3646667.689144 + Penalty 3341.814453 = -3643325.874691
  nChanged 171
		SP:Iteration 19Q (22501.900000 sec): 3 clusters
  Score: Raw -3646688.026876 + Penalty 3341.814453 = -3643346.212423
  nChanged 133
		SP:Iteration 20F (22502.320000 sec): 3 clusters
  Score: Raw -3646701.977299 + Penalty 3341.814453 = -3643360.162846
  nChanged 128
		SP:Iteration 21Q (22502.690000 sec): 3 clusters
  Score: Raw -3646716.882097 + Penalty 3341.814453 = -3643375.067644
  nChanged 129
		SP:Iteration 22Q (22503.050000 sec): 3 clusters
  Score: Raw -3646731.690813 + Penalty 3341.814453 = -3643389.876359
  nChanged 143
		SP:Iteration 23Q (22503.410000 sec): 3 clusters
  Score: Raw -3646749.487636 + Penalty 3341.814453 = -3643407.673183
  nChanged 140
		SP:Iteration 24Q (22503.790000 sec): 3 clusters
  Score: Raw -3646766.947112 + Penalty 3341.814453 = -3643425.132658
  nChanged 146
		SP:Iteration 25Q (22504.140000 sec): 3 clusters
  Score: Raw -3646783.199713 + Penalty 3341.814453 = -3643441.385260
  nChanged 120
		SP:Iteration 26Q (22504.500000 sec): 3 clusters
  Score: Raw -3646795.583284 + Penalty 3341.814453 = -3643453.768831
  nChanged 115
		SP:Iteration 27Q (22504.820000 sec): 3 clusters
  Score: Raw -3646806.490492 + Penalty 3341.814453 = -3643464.676039
  nChanged 91
		SP:Iteration 28Q (22505.180000 sec): 3 clusters
  Score: Raw -3646813.536603 + Penalty 3341.814453 = -3643471.722150
  nChanged 69
		SP:Iteration 29Q (22505.490000 sec): 3 clusters
  Score: Raw -3646819.402252 + Penalty 3341.814453 = -3643477.587798
  nChanged 65
		SP:Iteration 30Q (22505.900000 sec): 3 clusters
  Score: Raw -3646823.806840 + Penalty 3341.814453 = -3643481.992386
  nChanged 50
		SP:Iteration 31Q (22506.360000 sec): 3 clusters
  Score: Raw -3646827.440552 + Penalty 3341.814453 = -3643485.626098
  nChanged 49
		SP:Iteration 32Q (22506.790000 sec): 3 clusters
  Score: Raw -3646830.770746 + Penalty 3341.814453 = -3643488.956293
  nChanged 51
		SP:Iteration 33Q (22507.180000 sec): 3 clusters
  Score: Raw -3646834.155740 + Penalty 3341.814453 = -3643492.341287
  nChanged 49
		SP:Iteration 34Q (22507.490000 sec): 3 clusters
  Score: Raw -3646837.052625 + Penalty 3341.814453 = -3643495.238171
  nChanged 48
		SP:Iteration 35Q (22507.870000 sec): 3 clusters
  Score: Raw -3646840.070121 + Penalty 3341.814453 = -3643498.255667
  nChanged 47
		SP:Iteration 36Q (22508.180000 sec): 3 clusters
  Score: Raw -3646843.449311 + Penalty 3341.814453 = -3643501.634858
  nChanged 47
		SP:Iteration 37Q (22508.560000 sec): 3 clusters
  Score: Raw -3646846.416321 + Penalty 3341.814453 = -3643504.601867
  nChanged 43
		SP:Iteration 38Q (22508.950000 sec): 3 clusters
  Score: Raw -3646849.039738 + Penalty 3341.814453 = -3643507.225285
  nChanged 45
		SP:Iteration 39Q (22509.320000 sec): 3 clusters
  Score: Raw -3646851.868047 + Penalty 3341.814453 = -3643510.053593
  nChanged 53
		SP:Iteration 40F (22509.640000 sec): 3 clusters
  Score: Raw -3646856.013969 + Penalty 3341.814453 = -3643514.199516
  nChanged 49
		SP:Iteration 41Q (22510.010000 sec): 3 clusters
  Score: Raw -3646859.076815 + Penalty 3341.814453 = -3643517.262362
  nChanged 42
		SP:Iteration 42Q (22510.370000 sec): 3 clusters
  Score: Raw -3646861.871319 + Penalty 3341.814453 = -3643520.056865
  nChanged 48
		SP:Iteration 43Q (22510.750000 sec): 3 clusters
  Score: Raw -3646864.515713 + Penalty 3341.814453 = -3643522.701259
  nChanged 45
		SP:Iteration 44Q (22511.110000 sec): 3 clusters
  Score: Raw -3646867.006983 + Penalty 3341.814453 = -3643525.192529
  nChanged 43
		SP:Iteration 45Q (22511.480000 sec): 3 clusters
  Score: Raw -3646869.394779 + Penalty 3341.814453 = -3643527.580325
  nChanged 42
		SP:Iteration 46Q (22511.810000 sec): 3 clusters
  Score: Raw -3646871.912217 + Penalty 3341.814453 = -3643530.097764
  nChanged 32
		SP:Iteration 47Q (22512.220000 sec): 3 clusters
  Score: Raw -3646873.738458 + Penalty 3341.814453 = -3643531.924005
  nChanged 38
		SP:Iteration 48Q (22512.580000 sec): 3 clusters
  Score: Raw -3646876.100976 + Penalty 3341.814453 = -3643534.286523
  nChanged 40
		SP:Iteration 49Q (22512.900000 sec): 3 clusters
  Score: Raw -3646878.488203 + Penalty 3341.814453 = -3643536.673750
  nChanged 36
		SP:Iteration 50Q (22513.280000 sec): 3 clusters
  Score: Raw -3646880.697118 + Penalty 3341.814453 = -3643538.882664
  nChanged 38
		SP:Iteration 51Q (22513.630000 sec): 3 clusters
  Score: Raw -3646882.952433 + Penalty 3341.814453 = -3643541.137980
  nChanged 46
		SP:Iteration 52Q (22513.980000 sec): 3 clusters
  Score: Raw -3646886.312262 + Penalty 3341.814453 = -3643544.497809
  nChanged 51
		SP:Iteration 53Q (22514.360000 sec): 3 clusters
  Score: Raw -3646889.861621 + Penalty 3341.814453 = -3643548.047167
  nChanged 53
		SP:Iteration 54Q (22514.750000 sec): 3 clusters
  Score: Raw -3646893.524118 + Penalty 3341.814453 = -3643551.709665
  nChanged 53
		SP:Iteration 55Q (22515.100000 sec): 3 clusters
  Score: Raw -3646896.726504 + Penalty 3341.814453 = -3643554.912051
  nChanged 62
		SP:Iteration 56Q (22515.470000 sec): 3 clusters
  Score: Raw -3646900.793283 + Penalty 3341.814453 = -3643558.978830
  nChanged 64
		SP:Iteration 57Q (22515.830000 sec): 3 clusters
  Score: Raw -3646906.050538 + Penalty 3341.814453 = -3643564.236085
  nChanged 79
		SP:Iteration 58Q (22516.220000 sec): 3 clusters
  Score: Raw -3646913.355007 + Penalty 3341.814453 = -3643571.540553
  nChanged 80
		SP:Iteration 59Q (22516.530000 sec): 3 clusters
  Score: Raw -3646921.363140 + Penalty 3341.814453 = -3643579.548687
  nChanged 96
		SP:Iteration 60F (22516.870000 sec): 3 clusters
  Score: Raw -3646929.322029 + Penalty 3341.814453 = -3643587.507575
  nChanged 70
		SP:Iteration 61Q (22517.200000 sec): 3 clusters
  Score: Raw -3646934.586925 + Penalty 3341.814453 = -3643592.772472
  nChanged 67
		SP:Iteration 62Q (22517.580000 sec): 3 clusters
  Score: Raw -3646939.560448 + Penalty 3341.814453 = -3643597.745995
  nChanged 66
		SP:Iteration 63Q (22517.920000 sec): 3 clusters
  Score: Raw -3646944.632376 + Penalty 3341.814453 = -3643602.817922
  nChanged 62
		SP:Iteration 64Q (22518.240000 sec): 3 clusters
  Score: Raw -3646949.359032 + Penalty 3341.814453 = -3643607.544579
  nChanged 59
		SP:Iteration 65Q (22518.600000 sec): 3 clusters
  Score: Raw -3646953.419846 + Penalty 3341.814453 = -3643611.605393
  nChanged 64
		SP:Iteration 66Q (22518.980000 sec): 3 clusters
  Score: Raw -3646958.223212 + Penalty 3341.814453 = -3643616.408758
  nChanged 65
		SP:Iteration 67Q (22519.300000 sec): 3 clusters
  Score: Raw -3646963.886799 + Penalty 3341.814453 = -3643622.072345
  nChanged 68
		SP:Iteration 68Q (22519.620000 sec): 3 clusters
  Score: Raw -3646969.549599 + Penalty 3341.814453 = -3643627.735146
  nChanged 62
		SP:Iteration 69Q (22519.990000 sec): 3 clusters
  Score: Raw -3646975.004195 + Penalty 3341.814453 = -3643633.189742
  nChanged 69
		SP:Iteration 70Q (22520.270000 sec): 3 clusters
  Score: Raw -3646979.588921 + Penalty 3341.814453 = -3643637.774467
  nChanged 57
		SP:Iteration 71Q (22520.630000 sec): 3 clusters
  Score: Raw -3646983.550210 + Penalty 3341.814453 = -3643641.735757
  nChanged 60
		SP:Iteration 72Q (22520.960000 sec): 3 clusters
  Score: Raw -3646987.255817 + Penalty 3341.814453 = -3643645.441363
  nChanged 61
		SP:Iteration 73Q (22521.360000 sec): 3 clusters
  Score: Raw -3646992.265275 + Penalty 3341.814453 = -3643650.450822
  nChanged 70
		SP:Iteration 74Q (22521.720000 sec): 3 clusters
  Score: Raw -3646998.527751 + Penalty 3341.814453 = -3643656.713298
  nChanged 77
		SP:Iteration 75Q (22522.100000 sec): 3 clusters
  Score: Raw -3647005.205058 + Penalty 3341.814453 = -3643663.390604
  nChanged 71
		SP:Iteration 76Q (22522.410000 sec): 3 clusters
  Score: Raw -3647010.966943 + Penalty 3341.814453 = -3643669.152489
  nChanged 69
		SP:Iteration 77Q (22522.720000 sec): 3 clusters
  Score: Raw -3647016.928148 + Penalty 3341.814453 = -3643675.113695
  nChanged 76
		SP:Iteration 78Q (22523.070000 sec): 3 clusters
  Score: Raw -3647023.756414 + Penalty 3341.814453 = -3643681.941960
  nChanged 76
		SP:Iteration 79Q (22523.450000 sec): 3 clusters
  Score: Raw -3647030.942560 + Penalty 3341.814453 = -3643689.128107
  nChanged 100
		SP:Iteration 80F (22523.760000 sec): 3 clusters
  Score: Raw -3647041.709814 + Penalty 3341.814453 = -3643699.895360
  nChanged 119
		SP:Iteration 81Q (22524.110000 sec): 3 clusters
  Score: Raw -3647055.834036 + Penalty 3341.814453 = -3643714.019583
  nChanged 120
		SP:Iteration 82Q (22524.450000 sec): 3 clusters
  Score: Raw -3647068.832108 + Penalty 3341.814453 = -3643727.017654
  nChanged 109
		SP:Iteration 83Q (22524.760000 sec): 3 clusters
  Score: Raw -3647080.199393 + Penalty 3341.814453 = -3643738.384939
  nChanged 104
		SP:Iteration 84Q (22525.120000 sec): 3 clusters
  Score: Raw -3647091.628861 + Penalty 3341.814453 = -3643749.814408
  nChanged 105
		SP:Iteration 85Q (22525.430000 sec): 3 clusters
  Score: Raw -3647103.369042 + Penalty 3341.814453 = -3643761.554589
  nChanged 122
		SP:Iteration 86Q (22525.800000 sec): 3 clusters
  Score: Raw -3647119.844908 + Penalty 3341.814453 = -3643778.030455
  nChanged 147
		SP:Iteration 87Q (22526.100000 sec): 3 clusters
  Score: Raw -3647142.582390 + Penalty 3341.814453 = -3643800.767937
  nChanged 184
		SP:Iteration 88Q (22526.430000 sec): 3 clusters
  Score: Raw -3647173.699833 + Penalty 3341.814453 = -3643831.885380
  nChanged 186
		SP:Iteration 89Q (22526.800000 sec): 3 clusters
  Score: Raw -3647202.333942 + Penalty 3341.814453 = -3643860.519488
  nChanged 189
		SP:Iteration 90Q (22527.160000 sec): 3 clusters
  Score: Raw -3647229.395738 + Penalty 3341.814453 = -3643887.581285
  nChanged 177
		SP:Iteration 91Q (22527.480000 sec): 3 clusters
  Score: Raw -3647253.565105 + Penalty 3341.814453 = -3643911.750652
  nChanged 173
		SP:Iteration 92Q (22527.860000 sec): 3 clusters
  Score: Raw -3647278.538221 + Penalty 3341.814453 = -3643936.723768
  nChanged 187
		SP:Iteration 93Q (22528.190000 sec): 3 clusters
  Score: Raw -3647310.912728 + Penalty 3341.814453 = -3643969.098274
  nChanged 221
		SP:Iteration 94Q (22528.570000 sec): 3 clusters
  Score: Raw -3647354.537354 + Penalty 3341.814453 = -3644012.722901
  nChanged 243
		SP:Iteration 95Q (22528.940000 sec): 3 clusters
  Score: Raw -3647401.675318 + Penalty 3341.814453 = -3644059.860864
  nChanged 239
		SP:Iteration 96Q (22529.240000 sec): 3 clusters
  Score: Raw -3647446.989455 + Penalty 3341.814453 = -3644105.175001
  nChanged 249
		SP:Iteration 97Q (22529.590000 sec): 3 clusters
  Score: Raw -3647495.253432 + Penalty 3341.814453 = -3644153.438978
  nChanged 252
		SP:Iteration 98Q (22529.970000 sec): 3 clusters
  Score: Raw -3647546.877771 + Penalty 3341.814453 = -3644205.063318
  nChanged 266
		SP:Iteration 99Q (22530.280000 sec): 3 clusters
  Score: Raw -3647607.176974 + Penalty 3341.814453 = -3644265.362521
  nChanged 282
		SP:Iteration 100F (22530.660000 sec): 3 clusters
  Score: Raw -3647669.172670 + Penalty 3341.814453 = -3644327.358216
  nChanged 294
		SP:Iteration 101Q (22530.950000 sec): 3 clusters
  Score: Raw -3647738.146678 + Penalty 3341.814453 = -3644396.332224
  nChanged 313
		SP:Iteration 102Q (22531.350000 sec): 3 clusters
  Score: Raw -3647811.589702 + Penalty 3341.814453 = -3644469.775248
  nChanged 290
		SP:Iteration 103Q (22531.690000 sec): 3 clusters
  Score: Raw -3647878.096447 + Penalty 3341.814453 = -3644536.281994
  nChanged 299
		SP:Iteration 104Q (22532.120000 sec): 3 clusters
  Score: Raw -3647951.639527 + Penalty 3341.814453 = -3644609.825073
  nChanged 324
		SP:Iteration 105Q (22532.440000 sec): 3 clusters
  Score: Raw -3648038.005023 + Penalty 3341.814453 = -3644696.190570
  nChanged 355
		SP:Iteration 106Q (22532.820000 sec): 3 clusters
  Score: Raw -3648139.957626 + Penalty 3341.814453 = -3644798.143172
  nChanged 360
		SP:Iteration 107Q (22533.120000 sec): 3 clusters
  Score: Raw -3648252.591189 + Penalty 3341.814453 = -3644910.776736
  nChanged 371
		SP:Iteration 108Q (22533.420000 sec): 3 clusters
  Score: Raw -3648383.599619 + Penalty 3341.814453 = -3645041.785165
  nChanged 409
		SP:Iteration 109Q (22533.720000 sec): 3 clusters
  Score: Raw -3648545.625449 + Penalty 3341.814453 = -3645203.810995
  nChanged 421
		SP:Iteration 110Q (22534.100000 sec): 3 clusters
  Score: Raw -3648722.785927 + Penalty 3341.814453 = -3645380.971473
  nChanged 418
		SP:Iteration 111Q (22534.420000 sec): 3 clusters
  Score: Raw -3648918.354785 + Penalty 3341.814453 = -3645576.540332
  nChanged 421
		SP:Iteration 112Q (22534.740000 sec): 3 clusters
  Score: Raw -3649129.077244 + Penalty 3341.814453 = -3645787.262790
  nChanged 426
		SP:Iteration 113Q (22535.080000 sec): 3 clusters
  Score: Raw -3649343.803798 + Penalty 3341.814453 = -3646001.989345
  nChanged 427
		SP:Iteration 114Q (22535.400000 sec): 3 clusters
  Score: Raw -3649579.416377 + Penalty 3341.814453 = -3646237.601923
  nChanged 406
		SP:Iteration 115Q (22535.780000 sec): 3 clusters
  Score: Raw -3649802.330613 + Penalty 3341.814453 = -3646460.516160
  nChanged 341
		SP:Iteration 116Q (22536.120000 sec): 3 clusters
  Score: Raw -3649979.482245 + Penalty 3341.814453 = -3646637.667791
  nChanged 298
		SP:Iteration 117Q (22536.420000 sec): 3 clusters
  Score: Raw -3650126.903957 + Penalty 3341.814453 = -3646785.089503
  nChanged 250
		SP:Iteration 118Q (22536.780000 sec): 3 clusters
  Score: Raw -3650238.704479 + Penalty 3341.814453 = -3646896.890026
  nChanged 242
		SP:Iteration 119Q (22537.210000 sec): 3 clusters
  Score: Raw -3650347.140506 + Penalty 3341.814453 = -3647005.326052
  nChanged 180
		SP:Iteration 120F (22537.530000 sec): 3 clusters
  Score: Raw -3650428.352255 + Penalty 3341.814453 = -3647086.537802
  nChanged 159
		SP:Iteration 121Q (22537.950000 sec): 3 clusters
  Score: Raw -3650498.333550 + Penalty 3341.814453 = -3647156.519096
  nChanged 144
		SP:Iteration 122Q (22538.260000 sec): 3 clusters
  Score: Raw -3650552.836354 + Penalty 3341.814453 = -3647211.021900
  nChanged 108
		SP:Iteration 123Q (22538.580000 sec): 3 clusters
  Score: Raw -3650588.458483 + Penalty 3341.814453 = -3647246.644030
  nChanged 88
		SP:Iteration 124Q (22538.960000 sec): 3 clusters
  Score: Raw -3650621.465038 + Penalty 3341.814453 = -3647279.650585
  nChanged 88
		SP:Iteration 125Q (22539.310000 sec): 3 clusters
  Score: Raw -3650654.965475 + Penalty 3341.814453 = -3647313.151022
  nChanged 91
		SP:Iteration 126Q (22539.660000 sec): 3 clusters
  Score: Raw -3650689.200782 + Penalty 3341.814453 = -3647347.386329
  nChanged 75
		SP:Iteration 127Q (22539.990000 sec): 3 clusters
  Score: Raw -3650719.777276 + Penalty 3341.814453 = -3647377.962822
  nChanged 69
		SP:Iteration 128Q (22540.310000 sec): 3 clusters
  Score: Raw -3650747.196717 + Penalty 3341.814453 = -3647405.382263
  nChanged 63
		SP:Iteration 129Q (22540.660000 sec): 3 clusters
  Score: Raw -3650768.437722 + Penalty 3341.814453 = -3647426.623268
  nChanged 56
		SP:Iteration 130Q (22541.020000 sec): 3 clusters
  Score: Raw -3650786.821669 + Penalty 3341.814453 = -3647445.007216
  nChanged 49
		SP:Iteration 131Q (22541.320000 sec): 3 clusters
  Score: Raw -3650801.649193 + Penalty 3341.814453 = -3647459.834739
  nChanged 44
		SP:Iteration 132Q (22541.620000 sec): 3 clusters
  Score: Raw -3650814.593992 + Penalty 3341.814453 = -3647472.779539
  nChanged 33
		SP:Iteration 133Q (22541.880000 sec): 3 clusters
  Score: Raw -3650823.905882 + Penalty 3341.814453 = -3647482.091428
  nChanged 24
		SP:Iteration 134Q (22542.220000 sec): 3 clusters
  Score: Raw -3650830.494731 + Penalty 3341.814453 = -3647488.680278
  nChanged 19
		SP:Iteration 135Q (22542.480000 sec): 3 clusters
  Score: Raw -3650836.323007 + Penalty 3341.814453 = -3647494.508554
  nChanged 27
		SP:Iteration 136Q (22542.820000 sec): 3 clusters
  Score: Raw -3650845.178647 + Penalty 3341.814453 = -3647503.364193
  nChanged 27
		SP:Iteration 137Q (22543.090000 sec): 3 clusters
  Score: Raw -3650853.205576 + Penalty 3341.814453 = -3647511.391122
  nChanged 19
		SP:Iteration 138Q (22543.370000 sec): 3 clusters
  Score: Raw -3650857.664575 + Penalty 3341.814453 = -3647515.850121
  nChanged 12
		SP:Iteration 139Q (22543.700000 sec): 3 clusters
  Score: Raw -3650860.372972 + Penalty 3341.814453 = -3647518.558518
  nChanged 11
		SP:Iteration 140F (22544.000000 sec): 3 clusters
  Score: Raw -3650862.947991 + Penalty 3341.814453 = -3647521.133537
  nChanged 14
		SP:Iteration 141Q (22544.320000 sec): 3 clusters
  Score: Raw -3650866.240454 + Penalty 3341.814453 = -3647524.426001
  nChanged 14
		SP:Iteration 142Q (22544.610000 sec): 3 clusters
  Score: Raw -3650870.062442 + Penalty 3341.814453 = -3647528.247989
  nChanged 10
		SP:Iteration 143Q (22544.960000 sec): 3 clusters
  Score: Raw -3650872.204813 + Penalty 3341.814453 = -3647530.390360
  nChanged 7
		SP:Iteration 144Q (22545.300000 sec): 3 clusters
  Score: Raw -3650874.194338 + Penalty 3341.814453 = -3647532.379884
  nChanged 12
		SP:Iteration 145Q (22545.640000 sec): 3 clusters
  Score: Raw -3650877.078377 + Penalty 3341.814453 = -3647535.263924
  nChanged 13
		SP:Iteration 146Q (22545.980000 sec): 3 clusters
  Score: Raw -3650880.938413 + Penalty 3341.814453 = -3647539.123959
  nChanged 13
		SP:Iteration 147Q (22546.300000 sec): 3 clusters
  Score: Raw -3650883.938923 + Penalty 3341.814453 = -3647542.124469
  nChanged 10
		SP:Iteration 148Q (22546.670000 sec): 3 clusters
  Score: Raw -3650886.610408 + Penalty 3341.814453 = -3647544.795954
  nChanged 7
		SP:Iteration 149Q (22546.980000 sec): 3 clusters
  Score: Raw -3650888.227075 + Penalty 3341.814453 = -3647546.412622
  nChanged 3
		SP:Iteration 150Q (22547.330000 sec): 3 clusters
  Score: Raw -3650888.916224 + Penalty 3341.814453 = -3647547.101771
  nChanged 6
		SP:Iteration 151Q (22547.660000 sec): 3 clusters
  Score: Raw -3650890.061892 + Penalty 3341.814453 = -3647548.247438
  nChanged 1
		SP:Iteration 152Q (22548.010000 sec): 3 clusters
  Score: Raw -3650890.227082 + Penalty 3341.814453 = -3647548.412629
  nChanged 1
		SP:Iteration 153Q (22548.360000 sec): 3 clusters
  Score: Raw -3650890.429212 + Penalty 3341.814453 = -3647548.614759
  nChanged 1
		SP:Iteration 154Q (22548.680000 sec): 3 clusters
  Score: Raw -3650890.678839 + Penalty 3341.814453 = -3647548.864386
  nChanged 4
		SP:Iteration 155Q (22549.050000 sec): 3 clusters
  Score: Raw -3650891.955582 + Penalty 3341.814453 = -3647550.141129
  nChanged 5
		SP:Iteration 156Q (22549.410000 sec): 3 clusters
  Score: Raw -3650893.247672 + Penalty 3341.814453 = -3647551.433219
  nChanged 4
		SP:Iteration 157Q (22549.680000 sec): 3 clusters
  Score: Raw -3650894.008219 + Penalty 3341.814453 = -3647552.193766
  nChanged 4
		SP:Iteration 158Q (22550.030000 sec): 3 clusters
  Score: Raw -3650894.749278 + Penalty 3341.814453 = -3647552.934824
  nChanged 3
		SP:Iteration 159Q (22550.400000 sec): 3 clusters
  Score: Raw -3650895.352175 + Penalty 3341.814453 = -3647553.537721
  nChanged 2
		SP:Iteration 160F (22550.800000 sec): 3 clusters
  Score: Raw -3650895.695788 + Penalty 3341.814453 = -3647553.881335
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 34 (63768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22551.190000 sec): 2 clusters
  Score: Raw -7108278.963365 + Penalty 1797.738601 = -7106481.224763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22551.720000 sec): 3 clusters
  Score: Raw -7067429.230670 + Penalty 3595.477202 = -7063833.753468
  nChanged 30146
		SP:Iteration 1F (22552.230000 sec): 3 clusters
  Score: Raw -7085488.644966 + Penalty 3595.477202 = -7081893.167764
  nChanged 3364
		SP:Iteration 2F (22552.740000 sec): 3 clusters
  Score: Raw -7086995.245112 + Penalty 3595.477202 = -7083399.767910
  nChanged 3616
		SP:Iteration 3F (22553.250000 sec): 3 clusters
  Score: Raw -7088806.802752 + Penalty 3595.477202 = -7085211.325550
  nChanged 3898
		SP:Iteration 4F (22553.720000 sec): 3 clusters
  Score: Raw -7090804.856543 + Penalty 3595.477202 = -7087209.379340
  nChanged 3824
		SP:Iteration 5F (22554.230000 sec): 3 clusters
  Score: Raw -7092831.879054 + Penalty 3595.477202 = -7089236.401851
  nChanged 3572
		SP:Iteration 6F (22554.720000 sec): 3 clusters
  Score: Raw -7094835.145434 + Penalty 3595.477202 = -7091239.668232
  nChanged 3270
		SP:Iteration 7F (22555.250000 sec): 3 clusters
  Score: Raw -7096876.304294 + Penalty 3595.477202 = -7093280.827092
  nChanged 2927
		SP:Iteration 8Q (22555.770000 sec): 3 clusters
  Score: Raw -7098875.635497 + Penalty 3595.477202 = -7095280.158294
  nChanged 2578
		SP:Iteration 9Q (22556.260000 sec): 3 clusters
  Score: Raw -7100643.022173 + Penalty 3595.477202 = -7097047.544971
  nChanged 2184
		SP:Iteration 10Q (22556.820000 sec): 3 clusters
  Score: Raw -7101963.043679 + Penalty 3595.477202 = -7098367.566477
  nChanged 1713
		SP:Iteration 11Q (22557.370000 sec): 3 clusters
  Score: Raw -7102835.856031 + Penalty 3595.477202 = -7099240.378829
  nChanged 1457
		SP:Iteration 12Q (22557.860000 sec): 3 clusters
  Score: Raw -7103492.311202 + Penalty 3595.477202 = -7099896.834000
  nChanged 1259
		SP:Iteration 13Q (22558.340000 sec): 3 clusters
  Score: Raw -7104027.194544 + Penalty 3595.477202 = -7100431.717342
  nChanged 1152
		SP:Iteration 14Q (22558.770000 sec): 3 clusters
  Score: Raw -7104481.797903 + Penalty 3595.477202 = -7100886.320701
  nChanged 1063
		SP:Iteration 15Q (22559.260000 sec): 3 clusters
  Score: Raw -7104902.007897 + Penalty 3595.477202 = -7101306.530695
  nChanged 1040
		SP:Iteration 16Q (22559.680000 sec): 3 clusters
  Score: Raw -7105331.990197 + Penalty 3595.477202 = -7101736.512995
  nChanged 988
		SP:Iteration 17Q (22560.200000 sec): 3 clusters
  Score: Raw -7105738.305591 + Penalty 3595.477202 = -7102142.828388
  nChanged 902
		SP:Iteration 18Q (22560.660000 sec): 3 clusters
  Score: Raw -7106108.525226 + Penalty 3595.477202 = -7102513.048024
  nChanged 830
		SP:Iteration 19Q (22561.160000 sec): 3 clusters
  Score: Raw -7106441.094330 + Penalty 3595.477202 = -7102845.617128
  nChanged 743
		SP:Iteration 20F (22561.660000 sec): 3 clusters
  Score: Raw -7106737.672222 + Penalty 3595.477202 = -7103142.195020
  nChanged 676
		SP:Iteration 21Q (22562.120000 sec): 3 clusters
  Score: Raw -7107022.976339 + Penalty 3595.477202 = -7103427.499137
  nChanged 625
		SP:Iteration 22Q (22562.550000 sec): 3 clusters
  Score: Raw -7107297.080857 + Penalty 3595.477202 = -7103701.603655
  nChanged 569
		SP:Iteration 23Q (22563.010000 sec): 3 clusters
  Score: Raw -7107582.186002 + Penalty 3595.477202 = -7103986.708800
  nChanged 487
		SP:Iteration 24Q (22563.450000 sec): 3 clusters
  Score: Raw -7107829.043969 + Penalty 3595.477202 = -7104233.566767
  nChanged 394
		SP:Iteration 25Q (22563.940000 sec): 3 clusters
  Score: Raw -7108024.299025 + Penalty 3595.477202 = -7104428.821823
  nChanged 302
		SP:Iteration 26Q (22564.360000 sec): 3 clusters
  Score: Raw -7108173.303085 + Penalty 3595.477202 = -7104577.825883
  nChanged 272
		SP:Iteration 27Q (22564.910000 sec): 3 clusters
  Score: Raw -7108320.739067 + Penalty 3595.477202 = -7104725.261864
  nChanged 215
		SP:Iteration 28Q (22565.390000 sec): 3 clusters
  Score: Raw -7108435.588004 + Penalty 3595.477202 = -7104840.110802
  nChanged 158
		SP:Iteration 29Q (22565.860000 sec): 3 clusters
  Score: Raw -7108518.008265 + Penalty 3595.477202 = -7104922.531063
  nChanged 125
		SP:Iteration 30Q (22566.350000 sec): 3 clusters
  Score: Raw -7108589.307118 + Penalty 3595.477202 = -7104993.829916
  nChanged 105
		SP:Iteration 31Q (22566.800000 sec): 3 clusters
  Score: Raw -7108651.501681 + Penalty 3595.477202 = -7105056.024479
  nChanged 86
		SP:Iteration 32Q (22567.270000 sec): 3 clusters
  Score: Raw -7108697.189587 + Penalty 3595.477202 = -7105101.712385
  nChanged 73
		SP:Iteration 33Q (22567.760000 sec): 3 clusters
  Score: Raw -7108733.460231 + Penalty 3595.477202 = -7105137.983029
  nChanged 66
		SP:Iteration 34Q (22568.240000 sec): 3 clusters
  Score: Raw -7108778.214689 + Penalty 3595.477202 = -7105182.737487
  nChanged 51
		SP:Iteration 35Q (22568.700000 sec): 3 clusters
  Score: Raw -7108806.174369 + Penalty 3595.477202 = -7105210.697167
  nChanged 43
		SP:Iteration 36Q (22569.120000 sec): 3 clusters
  Score: Raw -7108831.095575 + Penalty 3595.477202 = -7105235.618373
  nChanged 47
		SP:Iteration 37Q (22569.600000 sec): 3 clusters
  Score: Raw -7108862.464873 + Penalty 3595.477202 = -7105266.987671
  nChanged 50
		SP:Iteration 38Q (22570.060000 sec): 3 clusters
  Score: Raw -7108900.250744 + Penalty 3595.477202 = -7105304.773542
  nChanged 44
		SP:Iteration 39Q (22570.460000 sec): 3 clusters
  Score: Raw -7108935.623588 + Penalty 3595.477202 = -7105340.146385
  nChanged 31
		SP:Iteration 40F (22570.970000 sec): 3 clusters
  Score: Raw -7108949.616854 + Penalty 3595.477202 = -7105354.139652
  nChanged 33
		SP:Iteration 41Q (22571.380000 sec): 3 clusters
  Score: Raw -7108963.216404 + Penalty 3595.477202 = -7105367.739202
  nChanged 20
		SP:Iteration 42Q (22571.860000 sec): 3 clusters
  Score: Raw -7108971.623131 + Penalty 3595.477202 = -7105376.145928
  nChanged 13
		SP:Iteration 43Q (22572.310000 sec): 3 clusters
  Score: Raw -7108976.377787 + Penalty 3595.477202 = -7105380.900585
  nChanged 15
		SP:Iteration 44Q (22572.810000 sec): 3 clusters
  Score: Raw -7108982.554363 + Penalty 3595.477202 = -7105387.077160
  nChanged 14
		SP:Iteration 45Q (22573.320000 sec): 3 clusters
  Score: Raw -7108988.565537 + Penalty 3595.477202 = -7105393.088335
  nChanged 16
		SP:Iteration 46Q (22573.870000 sec): 3 clusters
  Score: Raw -7108993.716551 + Penalty 3595.477202 = -7105398.239348
  nChanged 5
		SP:Iteration 47Q (22574.360000 sec): 3 clusters
  Score: Raw -7108995.669327 + Penalty 3595.477202 = -7105400.192125
  nChanged 4
		SP:Iteration 48Q (22574.870000 sec): 3 clusters
  Score: Raw -7108997.099886 + Penalty 3595.477202 = -7105401.622684
  nChanged 7
		SP:Iteration 49Q (22575.370000 sec): 3 clusters
  Score: Raw -7108998.844946 + Penalty 3595.477202 = -7105403.367743
  nChanged 2
		SP:Iteration 50Q (22575.870000 sec): 3 clusters
  Score: Raw -7108999.366665 + Penalty 3595.477202 = -7105403.889462
  nChanged 3
		SP:Iteration 51Q (22576.350000 sec): 3 clusters
  Score: Raw -7109000.219368 + Penalty 3595.477202 = -7105404.742166
  nChanged 3
		SP:Iteration 52Q (22576.880000 sec): 3 clusters
  Score: Raw -7109000.947255 + Penalty 3595.477202 = -7105405.470053
  nChanged 5
		SP:Iteration 53Q (22577.350000 sec): 3 clusters
  Score: Raw -7109002.068380 + Penalty 3595.477202 = -7105406.591178
  nChanged 1
		SP:Iteration 54Q (22577.810000 sec): 3 clusters
  Score: Raw -7109002.437035 + Penalty 3595.477202 = -7105406.959833
  nChanged 0
		SP:Iteration 55F (22578.270000 sec): 3 clusters
  Score: Raw -7109002.437035 + Penalty 3595.477202 = -7105406.959833
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 35 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22578.390000 sec): 2 clusters
  Score: Raw -64996.257304 + Penalty 1069.128322 = -63927.128982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22578.560000 sec): 3 clusters
  Score: Raw -64862.942160 + Penalty 2138.256644 = -62724.685516
  nChanged 194
		SP:Iteration 1F (22578.760000 sec): 3 clusters
  Score: Raw -65187.270242 + Penalty 2138.256644 = -63049.013599
  nChanged 70
		SP:Iteration 2F (22578.900000 sec): 3 clusters
  Score: Raw -65317.314722 + Penalty 2138.256644 = -63179.058078
  nChanged 40
		SP:Iteration 3F (22579.090000 sec): 3 clusters
  Score: Raw -65406.097273 + Penalty 2138.256644 = -63267.840629
  nChanged 33
		SP:Iteration 4Q (22579.260000 sec): 3 clusters
  Score: Raw -65531.419399 + Penalty 2138.256644 = -63393.162755
  nChanged 37
		SP:Iteration 5F (22579.440000 sec): 3 clusters
  Score: Raw -65622.968205 + Penalty 2138.256644 = -63484.711561
  nChanged 21
		SP:Iteration 6Q (22579.580000 sec): 3 clusters
  Score: Raw -65692.700746 + Penalty 2138.256644 = -63554.444102
  nChanged 21
		SP:Iteration 7Q (22579.790000 sec): 3 clusters
  Score: Raw -65764.329118 + Penalty 2138.256644 = -63626.072475
  nChanged 22
		SP:Iteration 8Q (22579.950000 sec): 3 clusters
  Score: Raw -65847.705703 + Penalty 2138.256644 = -63709.449060
  nChanged 28
		SP:Iteration 9Q (22580.100000 sec): 3 clusters
  Score: Raw -65901.138927 + Penalty 2138.256644 = -63762.882283
  nChanged 19
		SP:Iteration 10Q (22580.310000 sec): 3 clusters
  Score: Raw -65955.956312 + Penalty 2138.256644 = -63817.699668
  nChanged 21
		SP:Iteration 11Q (22580.470000 sec): 3 clusters
  Score: Raw -66034.179884 + Penalty 2138.256644 = -63895.923240
  nChanged 16
		SP:Iteration 12Q (22580.650000 sec): 3 clusters
  Score: Raw -66055.267074 + Penalty 2138.256644 = -63917.010430
  nChanged 5
		SP:Iteration 13Q (22580.810000 sec): 3 clusters
  Score: Raw -66060.950993 + Penalty 2138.256644 = -63922.694349
  nChanged 7
		SP:Iteration 14Q (22580.990000 sec): 3 clusters
  Score: Raw -66065.889632 + Penalty 2138.256644 = -63927.632988
  nChanged 0
		SP:Iteration 15F (22581.150000 sec): 3 clusters
  Score: Raw -66068.135304 + Penalty 2138.256644 = -63929.878660
  nChanged 1
		SP:Iteration 16Q (22581.400000 sec): 3 clusters
  Score: Raw -66075.942059 + Penalty 2138.256644 = -63937.685415
  nChanged 2
		SP:Iteration 17Q (22581.550000 sec): 3 clusters
  Score: Raw -66078.235909 + Penalty 2138.256644 = -63939.979265
  nChanged 0
		SP:Iteration 18F (22581.790000 sec): 3 clusters
  Score: Raw -66078.235909 + Penalty 2138.256644 = -63939.979265
  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 11.19 GB.

 Trying to split cluster 36 (715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22581.910000 sec): 2 clusters
  Score: Raw -81232.462166 + Penalty 1067.995913 = -80164.466252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22582.110000 sec): 3 clusters
  Score: Raw -81067.486822 + Penalty 2135.991826 = -78931.494996
  nChanged 197
		SP:Iteration 1F (22582.280000 sec): 3 clusters
  Score: Raw -81275.785414 + Penalty 2135.991826 = -79139.793588
  nChanged 46
		SP:Iteration 2F (22582.490000 sec): 3 clusters
  Score: Raw -81338.531682 + Penalty 2135.991826 = -79202.539856
  nChanged 32
		SP:Iteration 3Q (22582.690000 sec): 3 clusters
  Score: Raw -81379.083533 + Penalty 2135.991826 = -79243.091706
  nChanged 9
		SP:Iteration 4Q (22582.850000 sec): 3 clusters
  Score: Raw -81390.193445 + Penalty 2135.991826 = -79254.201618
  nChanged 10
		SP:Iteration 5Q (22583.020000 sec): 3 clusters
  Score: Raw -81402.349197 + Penalty 2135.991826 = -79266.357371
  nChanged 7
		SP:Iteration 6Q (22583.200000 sec): 3 clusters
  Score: Raw -81411.992166 + Penalty 2135.991826 = -79276.000339
  nChanged 11
		SP:Iteration 7Q (22583.370000 sec): 3 clusters
  Score: Raw -81429.572905 + Penalty 2135.991826 = -79293.581078
  nChanged 12
		SP:Iteration 8Q (22583.510000 sec): 3 clusters
  Score: Raw -81449.428161 + Penalty 2135.991826 = -79313.436335
  nChanged 11
		SP:Iteration 9Q (22583.730000 sec): 3 clusters
  Score: Raw -81468.041423 + Penalty 2135.991826 = -79332.049597
  nChanged 12
		SP:Iteration 10Q (22583.910000 sec): 3 clusters
  Score: Raw -81482.372607 + Penalty 2135.991826 = -79346.380781
  nChanged 11
		SP:Iteration 11Q (22584.080000 sec): 3 clusters
  Score: Raw -81500.116503 + Penalty 2135.991826 = -79364.124676
  nChanged 8
		SP:Iteration 12Q (22584.340000 sec): 3 clusters
  Score: Raw -81517.320798 + Penalty 2135.991826 = -79381.328972
  nChanged 12
		SP:Iteration 13Q (22584.560000 sec): 3 clusters
  Score: Raw -81537.516658 + Penalty 2135.991826 = -79401.524832
  nChanged 10
		SP:Iteration 14Q (22584.670000 sec): 3 clusters
  Score: Raw -81555.667885 + Penalty 2135.991826 = -79419.676059
  nChanged 15
		SP:Iteration 15Q (22584.980000 sec): 3 clusters
  Score: Raw -81586.782047 + Penalty 2135.991826 = -79450.790220
  nChanged 20
		SP:Iteration 16Q (22585.180000 sec): 3 clusters
  Score: Raw -81635.860310 + Penalty 2135.991826 = -79499.868484
  nChanged 19
		SP:Iteration 17Q (22585.300000 sec): 3 clusters
  Score: Raw -81708.165313 + Penalty 2135.991826 = -79572.173487
  nChanged 27
		SP:Iteration 18Q (22585.530000 sec): 3 clusters
  Score: Raw -81800.941488 + Penalty 2135.991826 = -79664.949662
  nChanged 29
		SP:Iteration 19Q (22585.660000 sec): 3 clusters
  Score: Raw -81923.226406 + Penalty 2135.991826 = -79787.234580
  nChanged 29
		SP:Iteration 20F (22585.910000 sec): 3 clusters
  Score: Raw -82111.962875 + Penalty 2135.991826 = -79975.971048
  nChanged 24
		SP:Iteration 21Q (22586.130000 sec): 3 clusters
  Score: Raw -82267.822235 + Penalty 2135.991826 = -80131.830409
  nChanged 11
		SP:Iteration 22Q (22586.320000 sec): 3 clusters
  Score: Raw -82295.419602 + Penalty 2135.991826 = -80159.427775
  nChanged 3
		SP:Iteration 23Q (22586.470000 sec): 3 clusters
  Score: Raw -82304.015519 + Penalty 2135.991826 = -80168.023693
  nChanged 4
		SP:Iteration 24Q (22586.660000 sec): 3 clusters
  Score: Raw -82338.991369 + Penalty 2135.991826 = -80202.999543
  nChanged 11
		SP:Iteration 25Q (22586.850000 sec): 3 clusters
  Score: Raw -82432.903171 + Penalty 2135.991826 = -80296.911344
  nChanged 2
		SP:Iteration 26Q (22587.040000 sec): 3 clusters
  Score: Raw -82451.655402 + Penalty 2135.991826 = -80315.663576
  nChanged 0
		SP:Iteration 27F (22587.250000 sec): 3 clusters
  Score: Raw -82451.655402 + Penalty 2135.991826 = -80315.663576
  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 11.19 GB.

 Trying to split cluster 37 (42461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22587.590000 sec): 2 clusters
  Score: Raw -4817227.259052 + Penalty 1731.655459 = -4815495.603593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22588.060000 sec): 3 clusters
  Score: Raw -4790472.125250 + Penalty 3463.310918 = -4787008.814332
  nChanged 19853
		SP:Iteration 1F (22588.490000 sec): 3 clusters
  Score: Raw -4801761.665790 + Penalty 3463.310918 = -4798298.354872
  nChanged 2154
		SP:Iteration 2F (22588.930000 sec): 3 clusters
  Score: Raw -4802680.140135 + Penalty 3463.310918 = -4799216.829217
  nChanged 2296
		SP:Iteration 3F (22589.380000 sec): 3 clusters
  Score: Raw -4803797.497109 + Penalty 3463.310918 = -4800334.186191
  nChanged 2439
		SP:Iteration 4F (22589.790000 sec): 3 clusters
  Score: Raw -4805170.034779 + Penalty 3463.310918 = -4801706.723861
  nChanged 2498
		SP:Iteration 5F (22590.240000 sec): 3 clusters
  Score: Raw -4806653.941810 + Penalty 3463.310918 = -4803190.630891
  nChanged 2477
		SP:Iteration 6F (22590.710000 sec): 3 clusters
  Score: Raw -4808047.978449 + Penalty 3463.310918 = -4804584.667531
  nChanged 2196
		SP:Iteration 7F (22591.120000 sec): 3 clusters
  Score: Raw -4809199.327103 + Penalty 3463.310918 = -4805736.016185
  nChanged 1902
		SP:Iteration 8Q (22591.680000 sec): 3 clusters
  Score: Raw -4810133.058431 + Penalty 3463.310918 = -4806669.747513
  nChanged 1636
		SP:Iteration 9Q (22592.080000 sec): 3 clusters
  Score: Raw -4810886.659497 + Penalty 3463.310918 = -4807423.348579
  nChanged 1428
		SP:Iteration 10Q (22592.480000 sec): 3 clusters
  Score: Raw -4811497.489241 + Penalty 3463.310918 = -4808034.178323
  nChanged 1238
		SP:Iteration 11Q (22592.910000 sec): 3 clusters
  Score: Raw -4811975.553490 + Penalty 3463.310918 = -4808512.242572
  nChanged 1043
		SP:Iteration 12Q (22593.350000 sec): 3 clusters
  Score: Raw -4812326.885977 + Penalty 3463.310918 = -4808863.575059
  nChanged 777
		SP:Iteration 13Q (22593.800000 sec): 3 clusters
  Score: Raw -4812535.745084 + Penalty 3463.310918 = -4809072.434166
  nChanged 607
		SP:Iteration 14Q (22594.280000 sec): 3 clusters
  Score: Raw -4812688.841116 + Penalty 3463.310918 = -4809225.530198
  nChanged 498
		SP:Iteration 15Q (22594.700000 sec): 3 clusters
  Score: Raw -4812810.836198 + Penalty 3463.310918 = -4809347.525280
  nChanged 456
		SP:Iteration 16Q (22595.120000 sec): 3 clusters
  Score: Raw -4812919.388635 + Penalty 3463.310918 = -4809456.077717
  nChanged 452
		SP:Iteration 17Q (22595.550000 sec): 3 clusters
  Score: Raw -4813030.372513 + Penalty 3463.310918 = -4809567.061595
  nChanged 430
		SP:Iteration 18Q (22595.940000 sec): 3 clusters
  Score: Raw -4813148.126189 + Penalty 3463.310918 = -4809684.815271
  nChanged 447
		SP:Iteration 19Q (22596.330000 sec): 3 clusters
  Score: Raw -4813264.757312 + Penalty 3463.310918 = -4809801.446393
  nChanged 448
		SP:Iteration 20F (22596.720000 sec): 3 clusters
  Score: Raw -4813378.684738 + Penalty 3463.310918 = -4809915.373820
  nChanged 431
		SP:Iteration 21Q (22597.130000 sec): 3 clusters
  Score: Raw -4813495.392774 + Penalty 3463.310918 = -4810032.081856
  nChanged 462
		SP:Iteration 22Q (22597.490000 sec): 3 clusters
  Score: Raw -4813622.878031 + Penalty 3463.310918 = -4810159.567113
  nChanged 434
		SP:Iteration 23Q (22597.900000 sec): 3 clusters
  Score: Raw -4813752.448262 + Penalty 3463.310918 = -4810289.137344
  nChanged 483
		SP:Iteration 24Q (22598.310000 sec): 3 clusters
  Score: Raw -4813913.123218 + Penalty 3463.310918 = -4810449.812300
  nChanged 507
		SP:Iteration 25Q (22598.680000 sec): 3 clusters
  Score: Raw -4814083.403335 + Penalty 3463.310918 = -4810620.092417
  nChanged 495
		SP:Iteration 26Q (22599.110000 sec): 3 clusters
  Score: Raw -4814256.012797 + Penalty 3463.310918 = -4810792.701879
  nChanged 511
		SP:Iteration 27Q (22599.440000 sec): 3 clusters
  Score: Raw -4814430.943769 + Penalty 3463.310918 = -4810967.632851
  nChanged 510
		SP:Iteration 28Q (22599.810000 sec): 3 clusters
  Score: Raw -4814614.829754 + Penalty 3463.310918 = -4811151.518836
  nChanged 511
		SP:Iteration 29Q (22600.220000 sec): 3 clusters
  Score: Raw -4814787.669047 + Penalty 3463.310918 = -4811324.358129
  nChanged 464
		SP:Iteration 30Q (22600.580000 sec): 3 clusters
  Score: Raw -4814946.434248 + Penalty 3463.310918 = -4811483.123330
  nChanged 466
		SP:Iteration 31Q (22600.960000 sec): 3 clusters
  Score: Raw -4815127.046696 + Penalty 3463.310918 = -4811663.735778
  nChanged 461
		SP:Iteration 32Q (22601.340000 sec): 3 clusters
  Score: Raw -4815292.194718 + Penalty 3463.310918 = -4811828.883799
  nChanged 418
		SP:Iteration 33Q (22601.750000 sec): 3 clusters
  Score: Raw -4815442.413119 + Penalty 3463.310918 = -4811979.102201
  nChanged 419
		SP:Iteration 34Q (22602.140000 sec): 3 clusters
  Score: Raw -4815572.811776 + Penalty 3463.310918 = -4812109.500858
  nChanged 379
		SP:Iteration 35Q (22602.520000 sec): 3 clusters
  Score: Raw -4815684.334797 + Penalty 3463.310918 = -4812221.023879
  nChanged 367
		SP:Iteration 36Q (22602.900000 sec): 3 clusters
  Score: Raw -4815782.739805 + Penalty 3463.310918 = -4812319.428887
  nChanged 320
		SP:Iteration 37Q (22603.250000 sec): 3 clusters
  Score: Raw -4815858.625447 + Penalty 3463.310918 = -4812395.314529
  nChanged 295
		SP:Iteration 38Q (22603.610000 sec): 3 clusters
  Score: Raw -4815928.054702 + Penalty 3463.310918 = -4812464.743784
  nChanged 296
		SP:Iteration 39Q (22603.920000 sec): 3 clusters
  Score: Raw -4815991.578079 + Penalty 3463.310918 = -4812528.267160
  nChanged 253
		SP:Iteration 40F (22604.260000 sec): 3 clusters
  Score: Raw -4816048.323132 + Penalty 3463.310918 = -4812585.012214
  nChanged 236
		SP:Iteration 41Q (22604.670000 sec): 3 clusters
  Score: Raw -4816099.575192 + Penalty 3463.310918 = -4812636.264274
  nChanged 233
		SP:Iteration 42Q (22605.090000 sec): 3 clusters
  Score: Raw -4816152.465772 + Penalty 3463.310918 = -4812689.154854
  nChanged 226
		SP:Iteration 43Q (22605.530000 sec): 3 clusters
  Score: Raw -4816202.882288 + Penalty 3463.310918 = -4812739.571370
  nChanged 209
		SP:Iteration 44Q (22605.940000 sec): 3 clusters
  Score: Raw -4816246.468166 + Penalty 3463.310918 = -4812783.157248
  nChanged 197
		SP:Iteration 45Q (22606.280000 sec): 3 clusters
  Score: Raw -4816289.900337 + Penalty 3463.310918 = -4812826.589419
  nChanged 202
		SP:Iteration 46Q (22606.640000 sec): 3 clusters
  Score: Raw -4816332.592646 + Penalty 3463.310918 = -4812869.281728
  nChanged 179
		SP:Iteration 47Q (22606.980000 sec): 3 clusters
  Score: Raw -4816367.845046 + Penalty 3463.310918 = -4812904.534128
  nChanged 170
		SP:Iteration 48Q (22607.310000 sec): 3 clusters
  Score: Raw -4816401.882104 + Penalty 3463.310918 = -4812938.571186
  nChanged 165
		SP:Iteration 49Q (22607.700000 sec): 3 clusters
  Score: Raw -4816435.012168 + Penalty 3463.310918 = -4812971.701250
  nChanged 162
		SP:Iteration 50Q (22608.090000 sec): 3 clusters
  Score: Raw -4816470.050798 + Penalty 3463.310918 = -4813006.739879
  nChanged 182
		SP:Iteration 51Q (22608.570000 sec): 3 clusters
  Score: Raw -4816508.681657 + Penalty 3463.310918 = -4813045.370739
  nChanged 170
		SP:Iteration 52Q (22608.970000 sec): 3 clusters
  Score: Raw -4816545.822201 + Penalty 3463.310918 = -4813082.511282
  nChanged 163
		SP:Iteration 53Q (22609.360000 sec): 3 clusters
  Score: Raw -4816582.246244 + Penalty 3463.310918 = -4813118.935326
  nChanged 161
		SP:Iteration 54Q (22609.740000 sec): 3 clusters
  Score: Raw -4816615.688773 + Penalty 3463.310918 = -4813152.377855
  nChanged 164
		SP:Iteration 55Q (22610.150000 sec): 3 clusters
  Score: Raw -4816650.949647 + Penalty 3463.310918 = -4813187.638729
  nChanged 169
		SP:Iteration 56Q (22610.500000 sec): 3 clusters
  Score: Raw -4816691.486922 + Penalty 3463.310918 = -4813228.176004
  nChanged 167
		SP:Iteration 57Q (22610.870000 sec): 3 clusters
  Score: Raw -4816732.224144 + Penalty 3463.310918 = -4813268.913226
  nChanged 167
		SP:Iteration 58Q (22611.260000 sec): 3 clusters
  Score: Raw -4816771.926188 + Penalty 3463.310918 = -4813308.615269
  nChanged 159
		SP:Iteration 59Q (22611.610000 sec): 3 clusters
  Score: Raw -4816809.498748 + Penalty 3463.310918 = -4813346.187830
  nChanged 143
		SP:Iteration 60F (22612.020000 sec): 3 clusters
  Score: Raw -4816839.286036 + Penalty 3463.310918 = -4813375.975118
  nChanged 125
		SP:Iteration 61Q (22612.430000 sec): 3 clusters
  Score: Raw -4816864.783980 + Penalty 3463.310918 = -4813401.473062
  nChanged 119
		SP:Iteration 62Q (22612.810000 sec): 3 clusters
  Score: Raw -4816888.145144 + Penalty 3463.310918 = -4813424.834226
  nChanged 101
		SP:Iteration 63Q (22613.150000 sec): 3 clusters
  Score: Raw -4816907.259255 + Penalty 3463.310918 = -4813443.948337
  nChanged 113
		SP:Iteration 64Q (22613.560000 sec): 3 clusters
  Score: Raw -4816928.025381 + Penalty 3463.310918 = -4813464.714463
  nChanged 108
		SP:Iteration 65Q (22613.920000 sec): 3 clusters
  Score: Raw -4816949.404769 + Penalty 3463.310918 = -4813486.093851
  nChanged 125
		SP:Iteration 66Q (22614.270000 sec): 3 clusters
  Score: Raw -4816979.070905 + Penalty 3463.310918 = -4813515.759987
  nChanged 125
		SP:Iteration 67Q (22614.650000 sec): 3 clusters
  Score: Raw -4817010.649935 + Penalty 3463.310918 = -4813547.339017
  nChanged 136
		SP:Iteration 68Q (22614.990000 sec): 3 clusters
  Score: Raw -4817045.507292 + Penalty 3463.310918 = -4813582.196373
  nChanged 124
		SP:Iteration 69Q (22615.380000 sec): 3 clusters
  Score: Raw -4817076.627946 + Penalty 3463.310918 = -4813613.317028
  nChanged 110
		SP:Iteration 70Q (22615.730000 sec): 3 clusters
  Score: Raw -4817107.828217 + Penalty 3463.310918 = -4813644.517299
  nChanged 113
		SP:Iteration 71Q (22616.100000 sec): 3 clusters
  Score: Raw -4817139.313580 + Penalty 3463.310918 = -4813676.002662
  nChanged 105
		SP:Iteration 72Q (22616.440000 sec): 3 clusters
  Score: Raw -4817169.989958 + Penalty 3463.310918 = -4813706.679040
  nChanged 103
		SP:Iteration 73Q (22616.820000 sec): 3 clusters
  Score: Raw -4817202.282209 + Penalty 3463.310918 = -4813738.971291
  nChanged 117
		SP:Iteration 74Q (22617.170000 sec): 3 clusters
  Score: Raw -4817236.821259 + Penalty 3463.310918 = -4813773.510341
  nChanged 97
		SP:Iteration 75Q (22617.530000 sec): 3 clusters
  Score: Raw -4817265.698609 + Penalty 3463.310918 = -4813802.387691
  nChanged 86
		SP:Iteration 76Q (22617.880000 sec): 3 clusters
  Score: Raw -4817290.665505 + Penalty 3463.310918 = -4813827.354586
  nChanged 71
		SP:Iteration 77Q (22618.220000 sec): 3 clusters
  Score: Raw -4817311.153020 + Penalty 3463.310918 = -4813847.842102
  nChanged 73
		SP:Iteration 78Q (22618.510000 sec): 3 clusters
  Score: Raw -4817336.651340 + Penalty 3463.310918 = -4813873.340422
  nChanged 76
		SP:Iteration 79Q (22618.850000 sec): 3 clusters
  Score: Raw -4817357.364877 + Penalty 3463.310918 = -4813894.053959
  nChanged 53
		SP:Iteration 80F (22619.200000 sec): 3 clusters
  Score: Raw -4817371.533010 + Penalty 3463.310918 = -4813908.222092
  nChanged 52
		SP:Iteration 81Q (22619.560000 sec): 3 clusters
  Score: Raw -4817384.729294 + Penalty 3463.310918 = -4813921.418376
  nChanged 40
		SP:Iteration 82Q (22619.890000 sec): 3 clusters
  Score: Raw -4817397.186743 + Penalty 3463.310918 = -4813933.875825
  nChanged 51
		SP:Iteration 83Q (22620.170000 sec): 3 clusters
  Score: Raw -4817412.869046 + Penalty 3463.310918 = -4813949.558127
  nChanged 40
		SP:Iteration 84Q (22620.480000 sec): 3 clusters
  Score: Raw -4817426.077555 + Penalty 3463.310918 = -4813962.766637
  nChanged 36
		SP:Iteration 85Q (22620.770000 sec): 3 clusters
  Score: Raw -4817434.636315 + Penalty 3463.310918 = -4813971.325397
  nChanged 28
		SP:Iteration 86Q (22621.100000 sec): 3 clusters
  Score: Raw -4817443.301680 + Penalty 3463.310918 = -4813979.990762
  nChanged 36
		SP:Iteration 87Q (22621.490000 sec): 3 clusters
  Score: Raw -4817455.453521 + Penalty 3463.310918 = -4813992.142603
  nChanged 28
		SP:Iteration 88Q (22621.790000 sec): 3 clusters
  Score: Raw -4817464.317789 + Penalty 3463.310918 = -4814001.006871
  nChanged 31
		SP:Iteration 89Q (22622.110000 sec): 3 clusters
  Score: Raw -4817474.218542 + Penalty 3463.310918 = -4814010.907624
  nChanged 32
		SP:Iteration 90Q (22622.490000 sec): 3 clusters
  Score: Raw -4817482.175860 + Penalty 3463.310918 = -4814018.864942
  nChanged 24
		SP:Iteration 91Q (22622.860000 sec): 3 clusters
  Score: Raw -4817487.567078 + Penalty 3463.310918 = -4814024.256160
  nChanged 18
		SP:Iteration 92Q (22623.230000 sec): 3 clusters
  Score: Raw -4817491.925149 + Penalty 3463.310918 = -4814028.614231
  nChanged 14
		SP:Iteration 93Q (22623.580000 sec): 3 clusters
  Score: Raw -4817495.451008 + Penalty 3463.310918 = -4814032.140090
  nChanged 13
		SP:Iteration 94Q (22623.930000 sec): 3 clusters
  Score: Raw -4817499.322279 + Penalty 3463.310918 = -4814036.011361
  nChanged 13
		SP:Iteration 95Q (22624.330000 sec): 3 clusters
  Score: Raw -4817503.597626 + Penalty 3463.310918 = -4814040.286707
  nChanged 15
		SP:Iteration 96Q (22624.660000 sec): 3 clusters
  Score: Raw -4817508.043965 + Penalty 3463.310918 = -4814044.733047
  nChanged 25
		SP:Iteration 97Q (22625.010000 sec): 3 clusters
  Score: Raw -4817517.172800 + Penalty 3463.310918 = -4814053.861882
  nChanged 17
		SP:Iteration 98Q (22625.320000 sec): 3 clusters
  Score: Raw -4817522.496671 + Penalty 3463.310918 = -4814059.185753
  nChanged 12
		SP:Iteration 99Q (22625.690000 sec): 3 clusters
  Score: Raw -4817526.828102 + Penalty 3463.310918 = -4814063.517183
  nChanged 15
		SP:Iteration 100F (22626.050000 sec): 3 clusters
  Score: Raw -4817531.573207 + Penalty 3463.310918 = -4814068.262289
  nChanged 14
		SP:Iteration 101Q (22626.390000 sec): 3 clusters
  Score: Raw -4817535.522702 + Penalty 3463.310918 = -4814072.211784
  nChanged 22
		SP:Iteration 102Q (22626.760000 sec): 3 clusters
  Score: Raw -4817542.776734 + Penalty 3463.310918 = -4814079.465816
  nChanged 21
		SP:Iteration 103Q (22627.080000 sec): 3 clusters
  Score: Raw -4817550.985509 + Penalty 3463.310918 = -4814087.674591
  nChanged 20
		SP:Iteration 104Q (22627.450000 sec): 3 clusters
  Score: Raw -4817557.905890 + Penalty 3463.310918 = -4814094.594972
  nChanged 11
		SP:Iteration 105Q (22627.790000 sec): 3 clusters
  Score: Raw -4817561.527662 + Penalty 3463.310918 = -4814098.216744
  nChanged 10
		SP:Iteration 106Q (22628.110000 sec): 3 clusters
  Score: Raw -4817564.723679 + Penalty 3463.310918 = -4814101.412761
  nChanged 8
		SP:Iteration 107Q (22628.560000 sec): 3 clusters
  Score: Raw -4817567.289752 + Penalty 3463.310918 = -4814103.978834
  nChanged 7
		SP:Iteration 108Q (22628.920000 sec): 3 clusters
  Score: Raw -4817569.637728 + Penalty 3463.310918 = -4814106.326810
  nChanged 7
		SP:Iteration 109Q (22629.280000 sec): 3 clusters
  Score: Raw -4817571.696781 + Penalty 3463.310918 = -4814108.385863
  nChanged 7
		SP:Iteration 110Q (22629.640000 sec): 3 clusters
  Score: Raw -4817573.580465 + Penalty 3463.310918 = -4814110.269546
  nChanged 6
		SP:Iteration 111Q (22630.020000 sec): 3 clusters
  Score: Raw -4817575.523243 + Penalty 3463.310918 = -4814112.212325
  nChanged 2
		SP:Iteration 112Q (22630.430000 sec): 3 clusters
  Score: Raw -4817576.138583 + Penalty 3463.310918 = -4814112.827664
  nChanged 5
		SP:Iteration 113Q (22630.840000 sec): 3 clusters
  Score: Raw -4817577.401842 + Penalty 3463.310918 = -4814114.090924
  nChanged 1
		SP:Iteration 114Q (22631.200000 sec): 3 clusters
  Score: Raw -4817577.595058 + Penalty 3463.310918 = -4814114.284140
  nChanged 0
		SP:Iteration 115F (22631.580000 sec): 3 clusters
  Score: Raw -4817577.595058 + Penalty 3463.310918 = -4814114.284140
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 38 (7599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22631.740000 sec): 2 clusters
  Score: Raw -930951.627149 + Penalty 1452.062940 = -929499.564209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22632.000000 sec): 3 clusters
  Score: Raw -926736.553367 + Penalty 2904.125880 = -923832.427486
  nChanged 3262
		SP:Iteration 1F (22632.190000 sec): 3 clusters
  Score: Raw -928553.677808 + Penalty 2904.125880 = -925649.551928
  nChanged 491
		SP:Iteration 2F (22632.400000 sec): 3 clusters
  Score: Raw -928778.283446 + Penalty 2904.125880 = -925874.157566
  nChanged 401
		SP:Iteration 3F (22632.640000 sec): 3 clusters
  Score: Raw -928951.653282 + Penalty 2904.125880 = -926047.527402
  nChanged 320
		SP:Iteration 4Q (22632.830000 sec): 3 clusters
  Score: Raw -929087.934234 + Penalty 2904.125880 = -926183.808354
  nChanged 272
		SP:Iteration 5Q (22633.040000 sec): 3 clusters
  Score: Raw -929207.457115 + Penalty 2904.125880 = -926303.331235
  nChanged 265
		SP:Iteration 6Q (22633.260000 sec): 3 clusters
  Score: Raw -929323.710126 + Penalty 2904.125880 = -926419.584246
  nChanged 264
		SP:Iteration 7Q (22633.460000 sec): 3 clusters
  Score: Raw -929442.723007 + Penalty 2904.125880 = -926538.597127
  nChanged 258
		SP:Iteration 8Q (22633.640000 sec): 3 clusters
  Score: Raw -929565.005284 + Penalty 2904.125880 = -926660.879403
  nChanged 240
		SP:Iteration 9Q (22633.870000 sec): 3 clusters
  Score: Raw -929695.450627 + Penalty 2904.125880 = -926791.324747
  nChanged 268
		SP:Iteration 10Q (22634.030000 sec): 3 clusters
  Score: Raw -929854.277397 + Penalty 2904.125880 = -926950.151516
  nChanged 281
		SP:Iteration 11Q (22634.180000 sec): 3 clusters
  Score: Raw -930037.181767 + Penalty 2904.125880 = -927133.055887
  nChanged 290
		SP:Iteration 12Q (22634.390000 sec): 3 clusters
  Score: Raw -930242.960929 + Penalty 2904.125880 = -927338.835049
  nChanged 252
		SP:Iteration 13Q (22634.580000 sec): 3 clusters
  Score: Raw -930446.139103 + Penalty 2904.125880 = -927542.013223
  nChanged 212
		SP:Iteration 14Q (22634.770000 sec): 3 clusters
  Score: Raw -930644.814153 + Penalty 2904.125880 = -927740.688273
  nChanged 193
		SP:Iteration 15Q (22634.990000 sec): 3 clusters
  Score: Raw -930823.163574 + Penalty 2904.125880 = -927919.037694
  nChanged 155
		SP:Iteration 16Q (22635.230000 sec): 3 clusters
  Score: Raw -930978.321801 + Penalty 2904.125880 = -928074.195921
  nChanged 132
		SP:Iteration 17Q (22635.390000 sec): 3 clusters
  Score: Raw -931112.545734 + Penalty 2904.125880 = -928208.419854
  nChanged 100
		SP:Iteration 18Q (22635.580000 sec): 3 clusters
  Score: Raw -931209.648730 + Penalty 2904.125880 = -928305.522850
  nChanged 68
		SP:Iteration 19Q (22635.810000 sec): 3 clusters
  Score: Raw -931267.400912 + Penalty 2904.125880 = -928363.275032
  nChanged 55
		SP:Iteration 20F (22635.980000 sec): 3 clusters
  Score: Raw -931304.273269 + Penalty 2904.125880 = -928400.147389
  nChanged 26
		SP:Iteration 21Q (22636.180000 sec): 3 clusters
  Score: Raw -931324.618758 + Penalty 2904.125880 = -928420.492878
  nChanged 26
		SP:Iteration 22Q (22636.380000 sec): 3 clusters
  Score: Raw -931339.951522 + Penalty 2904.125880 = -928435.825642
  nChanged 14
		SP:Iteration 23Q (22636.600000 sec): 3 clusters
  Score: Raw -931346.461148 + Penalty 2904.125880 = -928442.335268
  nChanged 11
		SP:Iteration 24Q (22636.830000 sec): 3 clusters
  Score: Raw -931353.329016 + Penalty 2904.125880 = -928449.203136
  nChanged 10
		SP:Iteration 25Q (22637.010000 sec): 3 clusters
  Score: Raw -931358.539447 + Penalty 2904.125880 = -928454.413567
  nChanged 6
		SP:Iteration 26Q (22637.200000 sec): 3 clusters
  Score: Raw -931362.714070 + Penalty 2904.125880 = -928458.588190
  nChanged 10
		SP:Iteration 27Q (22637.370000 sec): 3 clusters
  Score: Raw -931368.520447 + Penalty 2904.125880 = -928464.394567
  nChanged 9
		SP:Iteration 28Q (22637.610000 sec): 3 clusters
  Score: Raw -931375.640289 + Penalty 2904.125880 = -928471.514409
  nChanged 7
		SP:Iteration 29Q (22637.790000 sec): 3 clusters
  Score: Raw -931378.709723 + Penalty 2904.125880 = -928474.583843
  nChanged 7
		SP:Iteration 30Q (22637.990000 sec): 3 clusters
  Score: Raw -931382.511733 + Penalty 2904.125880 = -928478.385853
  nChanged 1
		SP:Iteration 31Q (22638.180000 sec): 3 clusters
  Score: Raw -931382.979588 + Penalty 2904.125880 = -928478.853708
  nChanged 1
		SP:Iteration 32Q (22638.410000 sec): 3 clusters
  Score: Raw -931383.166405 + Penalty 2904.125880 = -928479.040525
  nChanged 0
		SP:Iteration 33F (22638.570000 sec): 3 clusters
  Score: Raw -931383.166405 + Penalty 2904.125880 = -928479.040525
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 39 (19437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22638.740000 sec): 2 clusters
  Score: Raw -2346115.056413 + Penalty 1604.676734 = -2344510.379680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22639.010000 sec): 3 clusters
  Score: Raw -2334451.315388 + Penalty 3209.353467 = -2331241.961921
  nChanged 8836
		SP:Iteration 1F (22639.280000 sec): 3 clusters
  Score: Raw -2339298.338950 + Penalty 3209.353467 = -2336088.985483
  nChanged 993
		SP:Iteration 2F (22639.580000 sec): 3 clusters
  Score: Raw -2339712.653946 + Penalty 3209.353467 = -2336503.300479
  nChanged 999
		SP:Iteration 3F (22639.840000 sec): 3 clusters
  Score: Raw -2340183.979999 + Penalty 3209.353467 = -2336974.626532
  nChanged 1009
		SP:Iteration 4F (22640.120000 sec): 3 clusters
  Score: Raw -2340742.753044 + Penalty 3209.353467 = -2337533.399577
  nChanged 1059
		SP:Iteration 5F (22640.410000 sec): 3 clusters
  Score: Raw -2341358.251767 + Penalty 3209.353467 = -2338148.898300
  nChanged 1053
		SP:Iteration 6F (22640.640000 sec): 3 clusters
  Score: Raw -2342065.671332 + Penalty 3209.353467 = -2338856.317865
  nChanged 1050
		SP:Iteration 7F (22640.970000 sec): 3 clusters
  Score: Raw -2342829.902013 + Penalty 3209.353467 = -2339620.548546
  nChanged 955
		SP:Iteration 8Q (22641.230000 sec): 3 clusters
  Score: Raw -2343542.092140 + Penalty 3209.353467 = -2340332.738673
  nChanged 860
		SP:Iteration 9Q (22641.560000 sec): 3 clusters
  Score: Raw -2344196.035706 + Penalty 3209.353467 = -2340986.682239
  nChanged 710
		SP:Iteration 10Q (22641.840000 sec): 3 clusters
  Score: Raw -2344738.683275 + Penalty 3209.353467 = -2341529.329808
  nChanged 550
		SP:Iteration 11Q (22642.160000 sec): 3 clusters
  Score: Raw -2345115.110861 + Penalty 3209.353467 = -2341905.757394
  nChanged 435
		SP:Iteration 12Q (22642.510000 sec): 3 clusters
  Score: Raw -2345412.719568 + Penalty 3209.353467 = -2342203.366101
  nChanged 340
		SP:Iteration 13Q (22642.790000 sec): 3 clusters
  Score: Raw -2345660.373219 + Penalty 3209.353467 = -2342451.019752
  nChanged 252
		SP:Iteration 14Q (22643.100000 sec): 3 clusters
  Score: Raw -2345854.719901 + Penalty 3209.353467 = -2342645.366434
  nChanged 192
		SP:Iteration 15Q (22643.380000 sec): 3 clusters
  Score: Raw -2345998.003590 + Penalty 3209.353467 = -2342788.650123
  nChanged 166
		SP:Iteration 16Q (22643.670000 sec): 3 clusters
  Score: Raw -2346113.365218 + Penalty 3209.353467 = -2342904.011750
  nChanged 126
		SP:Iteration 17Q (22643.910000 sec): 3 clusters
  Score: Raw -2346193.809939 + Penalty 3209.353467 = -2342984.456472
  nChanged 97
		SP:Iteration 18Q (22644.190000 sec): 3 clusters
  Score: Raw -2346246.607248 + Penalty 3209.353467 = -2343037.253781
  nChanged 74
		SP:Iteration 19Q (22644.470000 sec): 3 clusters
  Score: Raw -2346284.593819 + Penalty 3209.353467 = -2343075.240352
  nChanged 63
		SP:Iteration 20F (22644.720000 sec): 3 clusters
  Score: Raw -2346314.053279 + Penalty 3209.353467 = -2343104.699812
  nChanged 49
		SP:Iteration 21Q (22644.950000 sec): 3 clusters
  Score: Raw -2346337.083748 + Penalty 3209.353467 = -2343127.730281
  nChanged 35
		SP:Iteration 22Q (22645.230000 sec): 3 clusters
  Score: Raw -2346358.744249 + Penalty 3209.353467 = -2343149.390781
  nChanged 38
		SP:Iteration 23Q (22645.460000 sec): 3 clusters
  Score: Raw -2346382.463817 + Penalty 3209.353467 = -2343173.110350
  nChanged 27
		SP:Iteration 24Q (22645.740000 sec): 3 clusters
  Score: Raw -2346401.587338 + Penalty 3209.353467 = -2343192.233871
  nChanged 34
		SP:Iteration 25Q (22646.000000 sec): 3 clusters
  Score: Raw -2346418.654592 + Penalty 3209.353467 = -2343209.301125
  nChanged 27
		SP:Iteration 26Q (22646.270000 sec): 3 clusters
  Score: Raw -2346429.419113 + Penalty 3209.353467 = -2343220.065646
  nChanged 23
		SP:Iteration 27Q (22646.530000 sec): 3 clusters
  Score: Raw -2346438.530759 + Penalty 3209.353467 = -2343229.177291
  nChanged 22
		SP:Iteration 28Q (22646.790000 sec): 3 clusters
  Score: Raw -2346448.476846 + Penalty 3209.353467 = -2343239.123379
  nChanged 28
		SP:Iteration 29Q (22647.050000 sec): 3 clusters
  Score: Raw -2346459.278384 + Penalty 3209.353467 = -2343249.924917
  nChanged 17
		SP:Iteration 30Q (22647.290000 sec): 3 clusters
  Score: Raw -2346466.065569 + Penalty 3209.353467 = -2343256.712102
  nChanged 11
		SP:Iteration 31Q (22647.560000 sec): 3 clusters
  Score: Raw -2346469.098762 + Penalty 3209.353467 = -2343259.745295
  nChanged 7
		SP:Iteration 32Q (22647.830000 sec): 3 clusters
  Score: Raw -2346470.762302 + Penalty 3209.353467 = -2343261.408835
  nChanged 6
		SP:Iteration 33Q (22648.040000 sec): 3 clusters
  Score: Raw -2346472.230265 + Penalty 3209.353467 = -2343262.876798
  nChanged 2
		SP:Iteration 34Q (22648.370000 sec): 3 clusters
  Score: Raw -2346472.753421 + Penalty 3209.353467 = -2343263.399954
  nChanged 0
		SP:Iteration 35F (22648.660000 sec): 3 clusters
  Score: Raw -2346472.753421 + Penalty 3209.353467 = -2343263.399954
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 40 (8544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22648.810000 sec): 2 clusters
  Score: Raw -957036.114464 + Penalty 1471.109991 = -955565.004473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22649.040000 sec): 3 clusters
  Score: Raw -952237.570354 + Penalty 2942.219982 = -949295.350372
  nChanged 3678
		SP:Iteration 1F (22649.270000 sec): 3 clusters
  Score: Raw -954235.562596 + Penalty 2942.219982 = -951293.342613
  nChanged 550
		SP:Iteration 2F (22649.510000 sec): 3 clusters
  Score: Raw -954514.912486 + Penalty 2942.219982 = -951572.692504
  nChanged 507
		SP:Iteration 3F (22649.740000 sec): 3 clusters
  Score: Raw -954818.812956 + Penalty 2942.219982 = -951876.592974
  nChanged 533
		SP:Iteration 4F (22649.990000 sec): 3 clusters
  Score: Raw -955187.979855 + Penalty 2942.219982 = -952245.759872
  nChanged 596
		SP:Iteration 5F (22650.190000 sec): 3 clusters
  Score: Raw -955679.406521 + Penalty 2942.219982 = -952737.186538
  nChanged 590
		SP:Iteration 6F (22650.430000 sec): 3 clusters
  Score: Raw -956248.485117 + Penalty 2942.219982 = -953306.265135
  nChanged 581
		SP:Iteration 7F (22650.650000 sec): 3 clusters
  Score: Raw -956848.302919 + Penalty 2942.219982 = -953906.082937
  nChanged 422
		SP:Iteration 8Q (22650.880000 sec): 3 clusters
  Score: Raw -957285.032277 + Penalty 2942.219982 = -954342.812295
  nChanged 299
		SP:Iteration 9Q (22651.110000 sec): 3 clusters
  Score: Raw -957538.017150 + Penalty 2942.219982 = -954595.797168
  nChanged 189
		SP:Iteration 10Q (22651.400000 sec): 3 clusters
  Score: Raw -957650.690164 + Penalty 2942.219982 = -954708.470182
  nChanged 110
		SP:Iteration 11Q (22651.600000 sec): 3 clusters
  Score: Raw -957707.438895 + Penalty 2942.219982 = -954765.218912
  nChanged 85
		SP:Iteration 12Q (22651.830000 sec): 3 clusters
  Score: Raw -957744.180560 + Penalty 2942.219982 = -954801.960578
  nChanged 60
		SP:Iteration 13Q (22652.020000 sec): 3 clusters
  Score: Raw -957766.280077 + Penalty 2942.219982 = -954824.060094
  nChanged 50
		SP:Iteration 14Q (22652.290000 sec): 3 clusters
  Score: Raw -957783.838606 + Penalty 2942.219982 = -954841.618624
  nChanged 32
		SP:Iteration 15Q (22652.470000 sec): 3 clusters
  Score: Raw -957793.394870 + Penalty 2942.219982 = -954851.174887
  nChanged 27
		SP:Iteration 16Q (22652.680000 sec): 3 clusters
  Score: Raw -957800.862306 + Penalty 2942.219982 = -954858.642324
  nChanged 23
		SP:Iteration 17Q (22652.920000 sec): 3 clusters
  Score: Raw -957807.061003 + Penalty 2942.219982 = -954864.841020
  nChanged 20
		SP:Iteration 18Q (22653.160000 sec): 3 clusters
  Score: Raw -957811.030129 + Penalty 2942.219982 = -954868.810147
  nChanged 18
		SP:Iteration 19Q (22653.380000 sec): 3 clusters
  Score: Raw -957814.870778 + Penalty 2942.219982 = -954872.650795
  nChanged 13
		SP:Iteration 20F (22653.610000 sec): 3 clusters
  Score: Raw -957817.507721 + Penalty 2942.219982 = -954875.287739
  nChanged 11
		SP:Iteration 21Q (22653.870000 sec): 3 clusters
  Score: Raw -957820.445078 + Penalty 2942.219982 = -954878.225096
  nChanged 13
		SP:Iteration 22Q (22654.060000 sec): 3 clusters
  Score: Raw -957823.329710 + Penalty 2942.219982 = -954881.109728
  nChanged 5
		SP:Iteration 23Q (22654.310000 sec): 3 clusters
  Score: Raw -957824.311527 + Penalty 2942.219982 = -954882.091544
  nChanged 2
		SP:Iteration 24Q (22654.500000 sec): 3 clusters
  Score: Raw -957824.589394 + Penalty 2942.219982 = -954882.369411
  nChanged 2
		SP:Iteration 25Q (22654.750000 sec): 3 clusters
  Score: Raw -957824.941878 + Penalty 2942.219982 = -954882.721896
  nChanged 4
		SP:Iteration 26Q (22654.960000 sec): 3 clusters
  Score: Raw -957825.414506 + Penalty 2942.219982 = -954883.194524
  nChanged 3
		SP:Iteration 27Q (22655.170000 sec): 3 clusters
  Score: Raw -957825.981619 + Penalty 2942.219982 = -954883.761637
  nChanged 2
		SP:Iteration 28Q (22655.400000 sec): 3 clusters
  Score: Raw -957826.248089 + Penalty 2942.219982 = -954884.028106
  nChanged 0
		SP:Iteration 29F (22655.630000 sec): 3 clusters
  Score: Raw -957826.248089 + Penalty 2942.219982 = -954884.028106
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 41 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22655.720000 sec): 2 clusters
  Score: Raw -59332.096530 + Penalty 1014.361281 = -58317.735249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22655.880000 sec): 3 clusters
  Score: Raw -59302.865201 + Penalty 2028.722561 = -57274.142640
  nChanged 127
		SP:Iteration 1F (22656.040000 sec): 3 clusters
  Score: Raw -59490.554028 + Penalty 2028.722561 = -57461.831466
  nChanged 38
		SP:Iteration 2F (22656.210000 sec): 3 clusters
  Score: Raw -59593.440044 + Penalty 2028.722561 = -57564.717483
  nChanged 37
		SP:Iteration 3F (22656.350000 sec): 3 clusters
  Score: Raw -59707.187948 + Penalty 2028.722561 = -57678.465386
  nChanged 34
		SP:Iteration 4F (22656.550000 sec): 3 clusters
  Score: Raw -59792.861444 + Penalty 2028.722561 = -57764.138883
  nChanged 32
		SP:Iteration 5F (22656.700000 sec): 3 clusters
  Score: Raw -59913.176687 + Penalty 2028.722561 = -57884.454126
  nChanged 21
		SP:Iteration 6Q (22656.840000 sec): 3 clusters
  Score: Raw -60000.751674 + Penalty 2028.722561 = -57972.029112
  nChanged 17
		SP:Iteration 7Q (22656.940000 sec): 3 clusters
  Score: Raw -60065.210362 + Penalty 2028.722561 = -58036.487801
  nChanged 6
		SP:Iteration 8Q (22657.090000 sec): 3 clusters
  Score: Raw -60101.230985 + Penalty 2028.722561 = -58072.508424
  nChanged 7
		SP:Iteration 9Q (22657.230000 sec): 3 clusters
  Score: Raw -60164.324325 + Penalty 2028.722561 = -58135.601763
  nChanged 4
		SP:Iteration 10Q (22657.380000 sec): 3 clusters
  Score: Raw -60176.974525 + Penalty 2028.722561 = -58148.251964
  nChanged 1
		SP:Iteration 11Q (22657.520000 sec): 3 clusters
  Score: Raw -60179.422879 + Penalty 2028.722561 = -58150.700318
  nChanged 0
		SP:Iteration 12F (22657.660000 sec): 3 clusters
  Score: Raw -60179.950199 + Penalty 2028.722561 = -58151.227638
  nChanged 1
		SP:Iteration 13Q (22657.840000 sec): 3 clusters
  Score: Raw -60185.026190 + Penalty 2028.722561 = -58156.303628
  nChanged 0
		SP:Iteration 14F (22657.980000 sec): 3 clusters
  Score: Raw -60185.026190 + Penalty 2028.722561 = -58156.303628
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 42 (355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22658.070000 sec): 2 clusters
  Score: Raw -36522.548658 + Penalty 954.219141 = -35568.329517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22658.230000 sec): 3 clusters
  Score: Raw -36550.711069 + Penalty 1908.438282 = -34642.272788
  nChanged 71
		SP:Iteration 1F (22658.380000 sec): 3 clusters
  Score: Raw -36674.033438 + Penalty 1908.438282 = -34765.595157
  nChanged 17
		SP:Iteration 2Q (22658.530000 sec): 3 clusters
  Score: Raw -36711.175265 + Penalty 1908.438282 = -34802.736983
  nChanged 12
		SP:Iteration 3Q (22658.660000 sec): 3 clusters
  Score: Raw -36736.018759 + Penalty 1908.438282 = -34827.580477
  nChanged 12
		SP:Iteration 4Q (22658.810000 sec): 3 clusters
  Score: Raw -36763.509188 + Penalty 1908.438282 = -34855.070907
  nChanged 13
		SP:Iteration 5Q (22658.950000 sec): 3 clusters
  Score: Raw -36796.161175 + Penalty 1908.438282 = -34887.722894
  nChanged 8
		SP:Iteration 6Q (22659.100000 sec): 3 clusters
  Score: Raw -36813.817506 + Penalty 1908.438282 = -34905.379225
  nChanged 3
		SP:Iteration 7Q (22659.240000 sec): 3 clusters
  Score: Raw -36817.825214 + Penalty 1908.438282 = -34909.386933
  nChanged 1
		SP:Iteration 8Q (22659.370000 sec): 3 clusters
  Score: Raw -36821.896310 + Penalty 1908.438282 = -34913.458028
  nChanged 2
		SP:Iteration 9Q (22659.520000 sec): 3 clusters
  Score: Raw -36826.166454 + Penalty 1908.438282 = -34917.728173
  nChanged 3
		SP:Iteration 10Q (22659.670000 sec): 3 clusters
  Score: Raw -36835.429561 + Penalty 1908.438282 = -34926.991280
  nChanged 1
		SP:Iteration 11Q (22659.810000 sec): 3 clusters
  Score: Raw -36836.287269 + Penalty 1908.438282 = -34927.848987
  nChanged 0
		SP:Iteration 12F (22659.960000 sec): 3 clusters
  Score: Raw -36836.287269 + Penalty 1908.438282 = -34927.848987
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 43 (141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22660.040000 sec): 2 clusters
  Score: Raw -10125.875626 + Penalty 804.173482 = -9321.702144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22660.180000 sec): 3 clusters
  Score: Raw -10303.086563 + Penalty 1608.346964 = -8694.739599
  nChanged 12
		SP:Iteration 1F (22660.330000 sec): 3 clusters
  Score: Raw -10342.595845 + Penalty 1608.346964 = -8734.248881
  nChanged 5
		SP:Iteration 2Q (22660.480000 sec): 3 clusters
  Score: Raw -10356.308986 + Penalty 1608.346964 = -8747.962021
  nChanged 1
		SP:Iteration 3Q (22660.620000 sec): 3 clusters
  Score: Raw -10360.370196 + Penalty 1608.346964 = -8752.023231
  nChanged 1
		SP:Iteration 4Q (22660.760000 sec): 3 clusters
  Score: Raw -10364.015935 + Penalty 1608.346964 = -8755.668971
  nChanged 0
		SP:Iteration 5F (22660.910000 sec): 3 clusters
  Score: Raw -10364.015935 + Penalty 1608.346964 = -8755.668971
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 44 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22661.000000 sec): 2 clusters
  Score: Raw -54952.056560 + Penalty 1003.578431 = -53948.478128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22661.150000 sec): 3 clusters
  Score: Raw -54898.705636 + Penalty 2007.156863 = -52891.548773
  nChanged 102
		SP:Iteration 1F (22661.290000 sec): 3 clusters
  Score: Raw -55073.986189 + Penalty 2007.156863 = -53066.829326
  nChanged 33
		SP:Iteration 2F (22661.440000 sec): 3 clusters
  Score: Raw -55150.619332 + Penalty 2007.156863 = -53143.462470
  nChanged 17
		SP:Iteration 3Q (22661.620000 sec): 3 clusters
  Score: Raw -55186.827527 + Penalty 2007.156863 = -53179.670664
  nChanged 13
		SP:Iteration 4Q (22661.760000 sec): 3 clusters
  Score: Raw -55215.611060 + Penalty 2007.156863 = -53208.454197
  nChanged 8
		SP:Iteration 5Q (22661.900000 sec): 3 clusters
  Score: Raw -55233.712688 + Penalty 2007.156863 = -53226.555825
  nChanged 6
		SP:Iteration 6Q (22662.050000 sec): 3 clusters
  Score: Raw -55246.791777 + Penalty 2007.156863 = -53239.634915
  nChanged 7
		SP:Iteration 7Q (22662.200000 sec): 3 clusters
  Score: Raw -55260.337658 + Penalty 2007.156863 = -53253.180796
  nChanged 3
		SP:Iteration 8Q (22662.350000 sec): 3 clusters
  Score: Raw -55265.126897 + Penalty 2007.156863 = -53257.970035
  nChanged 2
		SP:Iteration 9Q (22662.490000 sec): 3 clusters
  Score: Raw -55268.035070 + Penalty 2007.156863 = -53260.878208
  nChanged 3
		SP:Iteration 10Q (22662.630000 sec): 3 clusters
  Score: Raw -55273.259691 + Penalty 2007.156863 = -53266.102829
  nChanged 4
		SP:Iteration 11Q (22662.770000 sec): 3 clusters
  Score: Raw -55279.872231 + Penalty 2007.156863 = -53272.715368
  nChanged 2
		SP:Iteration 12Q (22662.960000 sec): 3 clusters
  Score: Raw -55283.093282 + Penalty 2007.156863 = -53275.936419
  nChanged 1
		SP:Iteration 13Q (22663.100000 sec): 3 clusters
  Score: Raw -55286.323129 + Penalty 2007.156863 = -53279.166266
  nChanged 2
		SP:Iteration 14Q (22663.240000 sec): 3 clusters
  Score: Raw -55292.640926 + Penalty 2007.156863 = -53285.484063
  nChanged 1
		SP:Iteration 15Q (22663.380000 sec): 3 clusters
  Score: Raw -55294.332487 + Penalty 2007.156863 = -53287.175624
  nChanged 0
		SP:Iteration 16F (22663.530000 sec): 3 clusters
  Score: Raw -55294.332487 + Penalty 2007.156863 = -53287.175624
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 45 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22663.620000 sec): 2 clusters
  Score: Raw -27675.042476 + Penalty 911.539167 = -26763.503309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22663.770000 sec): 3 clusters
  Score: Raw -27762.974486 + Penalty 1823.078333 = -25939.896152
  nChanged 38
		SP:Iteration 1F (22663.910000 sec): 3 clusters
  Score: Raw -27858.263956 + Penalty 1823.078333 = -26035.185623
  nChanged 10
		SP:Iteration 2Q (22664.060000 sec): 3 clusters
  Score: Raw -27887.626733 + Penalty 1823.078333 = -26064.548400
  nChanged 7
		SP:Iteration 3Q (22664.200000 sec): 3 clusters
  Score: Raw -27901.747459 + Penalty 1823.078333 = -26078.669126
  nChanged 4
		SP:Iteration 4Q (22664.340000 sec): 3 clusters
  Score: Raw -27909.727099 + Penalty 1823.078333 = -26086.648765
  nChanged 4
		SP:Iteration 5Q (22664.480000 sec): 3 clusters
  Score: Raw -27916.695261 + Penalty 1823.078333 = -26093.616927
  nChanged 4
		SP:Iteration 6Q (22664.620000 sec): 3 clusters
  Score: Raw -27924.614138 + Penalty 1823.078333 = -26101.535805
  nChanged 4
		SP:Iteration 7Q (22664.770000 sec): 3 clusters
  Score: Raw -27935.724559 + Penalty 1823.078333 = -26112.646226
  nChanged 2
		SP:Iteration 8Q (22664.910000 sec): 3 clusters
  Score: Raw -27941.906760 + Penalty 1823.078333 = -26118.828427
  nChanged 3
		SP:Iteration 9Q (22665.060000 sec): 3 clusters
  Score: Raw -27952.672617 + Penalty 1823.078333 = -26129.594283
  nChanged 3
		SP:Iteration 10Q (22665.240000 sec): 3 clusters
  Score: Raw -27959.855825 + Penalty 1823.078333 = -26136.777491
  nChanged 1
		SP:Iteration 11Q (22665.390000 sec): 3 clusters
  Score: Raw -27960.981582 + Penalty 1823.078333 = -26137.903249
  nChanged 0
		SP:Iteration 12F (22665.540000 sec): 3 clusters
  Score: Raw -27960.981582 + Penalty 1823.078333 = -26137.903249
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 46 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22665.630000 sec): 2 clusters
  Score: Raw -13500.312183 + Penalty 794.681733 = -12705.630450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22665.760000 sec): 3 clusters
  Score: Raw -13680.785005 + Penalty 1589.363467 = -12091.421538
  nChanged 17
		SP:Iteration 1F (22665.950000 sec): 3 clusters
  Score: Raw -13754.938589 + Penalty 1589.363467 = -12165.575122
  nChanged 4
		SP:Iteration 2Q (22666.100000 sec): 3 clusters
  Score: Raw -13779.340150 + Penalty 1589.363467 = -12189.976683
  nChanged 4
		SP:Iteration 3Q (22666.190000 sec): 3 clusters
  Score: Raw -13817.409963 + Penalty 1589.363467 = -12228.046496
  nChanged 1
		SP:Iteration 4Q (22666.340000 sec): 3 clusters
  Score: Raw -13823.272416 + Penalty 1589.363467 = -12233.908949
  nChanged 1
		SP:Iteration 5Q (22666.480000 sec): 3 clusters
  Score: Raw -13827.951544 + Penalty 1589.363467 = -12238.588077
  nChanged 1
		SP:Iteration 6Q (22666.620000 sec): 3 clusters
  Score: Raw -13841.711736 + Penalty 1589.363467 = -12252.348269
  nChanged 0
		SP:Iteration 7F (22666.770000 sec): 3 clusters
  Score: Raw -13841.711736 + Penalty 1589.363467 = -12252.348269
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 47 (6568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22666.950000 sec): 2 clusters
  Score: Raw -724043.980436 + Penalty 1428.369256 = -722615.611180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22667.190000 sec): 3 clusters
  Score: Raw -720526.402468 + Penalty 2856.738512 = -717669.663956
  nChanged 2693
		SP:Iteration 1F (22667.380000 sec): 3 clusters
  Score: Raw -722056.643212 + Penalty 2856.738512 = -719199.904701
  nChanged 509
		SP:Iteration 2F (22667.660000 sec): 3 clusters
  Score: Raw -722434.737875 + Penalty 2856.738512 = -719577.999364
  nChanged 480
		SP:Iteration 3F (22667.860000 sec): 3 clusters
  Score: Raw -722776.186639 + Penalty 2856.738512 = -719919.448127
  nChanged 424
		SP:Iteration 4F (22668.110000 sec): 3 clusters
  Score: Raw -723071.353521 + Penalty 2856.738512 = -720214.615010
  nChanged 362
		SP:Iteration 5F (22668.320000 sec): 3 clusters
  Score: Raw -723292.575196 + Penalty 2856.738512 = -720435.836684
  nChanged 272
		SP:Iteration 6Q (22668.550000 sec): 3 clusters
  Score: Raw -723433.906946 + Penalty 2856.738512 = -720577.168434
  nChanged 218
		SP:Iteration 7Q (22668.800000 sec): 3 clusters
  Score: Raw -723537.203637 + Penalty 2856.738512 = -720680.465125
  nChanged 183
		SP:Iteration 8Q (22669.030000 sec): 3 clusters
  Score: Raw -723617.829234 + Penalty 2856.738512 = -720761.090723
  nChanged 150
		SP:Iteration 9Q (22669.210000 sec): 3 clusters
  Score: Raw -723683.865557 + Penalty 2856.738512 = -720827.127046
  nChanged 120
		SP:Iteration 10Q (22669.420000 sec): 3 clusters
  Score: Raw -723739.161560 + Penalty 2856.738512 = -720882.423049
  nChanged 112
		SP:Iteration 11Q (22669.630000 sec): 3 clusters
  Score: Raw -723796.608892 + Penalty 2856.738512 = -720939.870381
  nChanged 102
		SP:Iteration 12Q (22669.920000 sec): 3 clusters
  Score: Raw -723846.953785 + Penalty 2856.738512 = -720990.215273
  nChanged 108
		SP:Iteration 13Q (22670.100000 sec): 3 clusters
  Score: Raw -723890.671318 + Penalty 2856.738512 = -721033.932807
  nChanged 76
		SP:Iteration 14Q (22670.290000 sec): 3 clusters
  Score: Raw -723917.780215 + Penalty 2856.738512 = -721061.041703
  nChanged 74
		SP:Iteration 15Q (22670.480000 sec): 3 clusters
  Score: Raw -723940.294764 + Penalty 2856.738512 = -721083.556252
  nChanged 58
		SP:Iteration 16Q (22670.670000 sec): 3 clusters
  Score: Raw -723960.960087 + Penalty 2856.738512 = -721104.221575
  nChanged 58
		SP:Iteration 17Q (22670.890000 sec): 3 clusters
  Score: Raw -723986.340050 + Penalty 2856.738512 = -721129.601538
  nChanged 65
		SP:Iteration 18Q (22671.060000 sec): 3 clusters
  Score: Raw -724013.952667 + Penalty 2856.738512 = -721157.214155
  nChanged 62
		SP:Iteration 19Q (22671.290000 sec): 3 clusters
  Score: Raw -724042.459195 + Penalty 2856.738512 = -721185.720683
  nChanged 63
		SP:Iteration 20F (22671.490000 sec): 3 clusters
  Score: Raw -724071.479753 + Penalty 2856.738512 = -721214.741241
  nChanged 61
		SP:Iteration 21Q (22671.700000 sec): 3 clusters
  Score: Raw -724099.509165 + Penalty 2856.738512 = -721242.770653
  nChanged 56
		SP:Iteration 22Q (22671.890000 sec): 3 clusters
  Score: Raw -724129.334480 + Penalty 2856.738512 = -721272.595968
  nChanged 53
		SP:Iteration 23Q (22672.080000 sec): 3 clusters
  Score: Raw -724157.266004 + Penalty 2856.738512 = -721300.527493
  nChanged 49
		SP:Iteration 24Q (22672.270000 sec): 3 clusters
  Score: Raw -724181.205988 + Penalty 2856.738512 = -721324.467476
  nChanged 39
		SP:Iteration 25Q (22672.450000 sec): 3 clusters
  Score: Raw -724203.711631 + Penalty 2856.738512 = -721346.973120
  nChanged 43
		SP:Iteration 26Q (22672.630000 sec): 3 clusters
  Score: Raw -724231.166891 + Penalty 2856.738512 = -721374.428380
  nChanged 45
		SP:Iteration 27Q (22672.850000 sec): 3 clusters
  Score: Raw -724260.769485 + Penalty 2856.738512 = -721404.030974
  nChanged 49
		SP:Iteration 28Q (22673.010000 sec): 3 clusters
  Score: Raw -724292.982920 + Penalty 2856.738512 = -721436.244408
  nChanged 48
		SP:Iteration 29Q (22673.200000 sec): 3 clusters
  Score: Raw -724320.806372 + Penalty 2856.738512 = -721464.067861
  nChanged 42
		SP:Iteration 30Q (22673.390000 sec): 3 clusters
  Score: Raw -724339.721675 + Penalty 2856.738512 = -721482.983163
  nChanged 35
		SP:Iteration 31Q (22673.600000 sec): 3 clusters
  Score: Raw -724360.123407 + Penalty 2856.738512 = -721503.384895
  nChanged 32
		SP:Iteration 32Q (22673.790000 sec): 3 clusters
  Score: Raw -724376.147600 + Penalty 2856.738512 = -721519.409088
  nChanged 36
		SP:Iteration 33Q (22673.970000 sec): 3 clusters
  Score: Raw -724393.686583 + Penalty 2856.738512 = -721536.948072
  nChanged 30
		SP:Iteration 34Q (22674.160000 sec): 3 clusters
  Score: Raw -724409.000897 + Penalty 2856.738512 = -721552.262385
  nChanged 20
		SP:Iteration 35Q (22674.400000 sec): 3 clusters
  Score: Raw -724416.716501 + Penalty 2856.738512 = -721559.977990
  nChanged 15
		SP:Iteration 36Q (22674.610000 sec): 3 clusters
  Score: Raw -724423.456405 + Penalty 2856.738512 = -721566.717894
  nChanged 15
		SP:Iteration 37Q (22674.810000 sec): 3 clusters
  Score: Raw -724428.407784 + Penalty 2856.738512 = -721571.669272
  nChanged 10
		SP:Iteration 38Q (22675.000000 sec): 3 clusters
  Score: Raw -724434.520166 + Penalty 2856.738512 = -721577.781655
  nChanged 14
		SP:Iteration 39Q (22675.210000 sec): 3 clusters
  Score: Raw -724441.217951 + Penalty 2856.738512 = -721584.479439
  nChanged 15
		SP:Iteration 40F (22675.410000 sec): 3 clusters
  Score: Raw -724448.116653 + Penalty 2856.738512 = -721591.378142
  nChanged 9
		SP:Iteration 41Q (22675.600000 sec): 3 clusters
  Score: Raw -724451.985353 + Penalty 2856.738512 = -721595.246842
  nChanged 8
		SP:Iteration 42Q (22675.850000 sec): 3 clusters
  Score: Raw -724454.882740 + Penalty 2856.738512 = -721598.144228
  nChanged 5
		SP:Iteration 43Q (22676.060000 sec): 3 clusters
  Score: Raw -724457.193334 + Penalty 2856.738512 = -721600.454822
  nChanged 3
		SP:Iteration 44Q (22676.250000 sec): 3 clusters
  Score: Raw -724458.207302 + Penalty 2856.738512 = -721601.468791
  nChanged 4
		SP:Iteration 45Q (22676.460000 sec): 3 clusters
  Score: Raw -724460.147052 + Penalty 2856.738512 = -721603.408541
  nChanged 5
		SP:Iteration 46Q (22676.690000 sec): 3 clusters
  Score: Raw -724462.065010 + Penalty 2856.738512 = -721605.326499
  nChanged 6
		SP:Iteration 47Q (22676.880000 sec): 3 clusters
  Score: Raw -724466.276992 + Penalty 2856.738512 = -721609.538480
  nChanged 7
		SP:Iteration 48Q (22677.060000 sec): 3 clusters
  Score: Raw -724469.451361 + Penalty 2856.738512 = -721612.712849
  nChanged 6
		SP:Iteration 49Q (22677.280000 sec): 3 clusters
  Score: Raw -724471.163309 + Penalty 2856.738512 = -721614.424797
  nChanged 4
		SP:Iteration 50Q (22677.520000 sec): 3 clusters
  Score: Raw -724472.570180 + Penalty 2856.738512 = -721615.831669
  nChanged 2
		SP:Iteration 51Q (22677.700000 sec): 3 clusters
  Score: Raw -724473.146735 + Penalty 2856.738512 = -721616.408223
  nChanged 1
		SP:Iteration 52Q (22677.890000 sec): 3 clusters
  Score: Raw -724473.279800 + Penalty 2856.738512 = -721616.541288
  nChanged 1
		SP:Iteration 53Q (22678.110000 sec): 3 clusters
  Score: Raw -724473.481231 + Penalty 2856.738512 = -721616.742720
  nChanged 0
		SP:Iteration 54F (22678.310000 sec): 3 clusters
  Score: Raw -724473.481231 + Penalty 2856.738512 = -721616.742720
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 48 (105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22678.460000 sec): 2 clusters
  Score: Raw -10930.676901 + Penalty 756.268557 = -10174.408344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22678.620000 sec): 3 clusters
  Score: Raw -11150.511243 + Penalty 1512.537114 = -9637.974129
  nChanged 5
		SP:Iteration 1Q (22678.760000 sec): 3 clusters
  Score: Raw -11182.631172 + Penalty 1512.537114 = -9670.094058
  nChanged 1
		SP:Iteration 2Q (22678.920000 sec): 3 clusters
  Score: Raw -11189.413099 + Penalty 1512.537114 = -9676.875986
  nChanged 0
		SP:Iteration 3F (22679.110000 sec): 3 clusters
  Score: Raw -11189.413099 + Penalty 1512.537114 = -9676.875986
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 49 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22679.210000 sec): 2 clusters
  Score: Raw -41056.373704 + Penalty 971.568937 = -40084.804767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22679.380000 sec): 3 clusters
  Score: Raw -41135.526767 + Penalty 1943.137874 = -39192.388893
  nChanged 96
		SP:Iteration 1F (22679.570000 sec): 3 clusters
  Score: Raw -41315.598789 + Penalty 1943.137874 = -39372.460915
  nChanged 25
		SP:Iteration 2F (22679.770000 sec): 3 clusters
  Score: Raw -41387.785748 + Penalty 1943.137874 = -39444.647875
  nChanged 22
		SP:Iteration 3F (22679.920000 sec): 3 clusters
  Score: Raw -41455.809506 + Penalty 1943.137874 = -39512.671632
  nChanged 17
		SP:Iteration 4Q (22680.120000 sec): 3 clusters
  Score: Raw -41510.185343 + Penalty 1943.137874 = -39567.047469
  nChanged 6
		SP:Iteration 5Q (22680.250000 sec): 3 clusters
  Score: Raw -41531.589251 + Penalty 1943.137874 = -39588.451378
  nChanged 3
		SP:Iteration 6Q (22680.450000 sec): 3 clusters
  Score: Raw -41538.370640 + Penalty 1943.137874 = -39595.232766
  nChanged 1
		SP:Iteration 7Q (22680.610000 sec): 3 clusters
  Score: Raw -41539.097091 + Penalty 1943.137874 = -39595.959217
  nChanged 0
		SP:Iteration 8F (22680.810000 sec): 3 clusters
  Score: Raw -41539.097091 + Penalty 1943.137874 = -39595.959217
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 50 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22680.880000 sec): 2 clusters
  Score: Raw -11229.828140 + Penalty 781.979958 = -10447.848182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22681.050000 sec): 3 clusters
  Score: Raw -11685.157301 + Penalty 1563.959915 = -10121.197386
  nChanged 26
		SP:Iteration 1F (22681.230000 sec): 3 clusters
  Score: Raw -11852.556227 + Penalty 1563.959915 = -10288.596311
  nChanged 10
		SP:Iteration 2F (22681.380000 sec): 3 clusters
  Score: Raw -11948.694654 + Penalty 1563.959915 = -10384.734738
  nChanged 2
		SP:Iteration 3Q (22681.590000 sec): 3 clusters
  Score: Raw -11973.336708 + Penalty 1563.959915 = -10409.376793
  nChanged 1
		SP:Iteration 4Q (22681.750000 sec): 3 clusters
  Score: Raw -11995.041446 + Penalty 1563.959915 = -10431.081530
  nChanged 0
		SP:Iteration 5F (22681.930000 sec): 3 clusters
  Score: Raw -11995.041446 + Penalty 1563.959915 = -10431.081530
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 51 (16339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22682.100000 sec): 2 clusters
  Score: Raw -2024144.169923 + Penalty 1576.462902 = -2022567.707020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22682.390000 sec): 3 clusters
  Score: Raw -2014478.771560 + Penalty 3152.925804 = -2011325.845755
  nChanged 7267
		SP:Iteration 1F (22682.650000 sec): 3 clusters
  Score: Raw -2018362.348893 + Penalty 3152.925804 = -2015209.423089
  nChanged 921
		SP:Iteration 2F (22682.890000 sec): 3 clusters
  Score: Raw -2018777.349270 + Penalty 3152.925804 = -2015624.423465
  nChanged 897
		SP:Iteration 3F (22683.120000 sec): 3 clusters
  Score: Raw -2019178.082271 + Penalty 3152.925804 = -2016025.156466
  nChanged 826
		SP:Iteration 4F (22683.410000 sec): 3 clusters
  Score: Raw -2019561.634892 + Penalty 3152.925804 = -2016408.709088
  nChanged 799
		SP:Iteration 5Q (22683.670000 sec): 3 clusters
  Score: Raw -2020002.044490 + Penalty 3152.925804 = -2016849.118685
  nChanged 818
		SP:Iteration 6F (22683.930000 sec): 3 clusters
  Score: Raw -2020504.660281 + Penalty 3152.925804 = -2017351.734477
  nChanged 862
		SP:Iteration 7F (22684.190000 sec): 3 clusters
  Score: Raw -2021120.680072 + Penalty 3152.925804 = -2017967.754268
  nChanged 842
		SP:Iteration 8F (22684.450000 sec): 3 clusters
  Score: Raw -2021786.100828 + Penalty 3152.925804 = -2018633.175024
  nChanged 795
		SP:Iteration 9Q (22684.700000 sec): 3 clusters
  Score: Raw -2022425.535715 + Penalty 3152.925804 = -2019272.609910
  nChanged 649
		SP:Iteration 10Q (22684.940000 sec): 3 clusters
  Score: Raw -2022952.315341 + Penalty 3152.925804 = -2019799.389537
  nChanged 517
		SP:Iteration 11Q (22685.210000 sec): 3 clusters
  Score: Raw -2023371.717734 + Penalty 3152.925804 = -2020218.791930
  nChanged 425
		SP:Iteration 12Q (22685.420000 sec): 3 clusters
  Score: Raw -2023737.362449 + Penalty 3152.925804 = -2020584.436645
  nChanged 357
		SP:Iteration 13Q (22685.630000 sec): 3 clusters
  Score: Raw -2024059.474061 + Penalty 3152.925804 = -2020906.548256
  nChanged 302
		SP:Iteration 14Q (22685.910000 sec): 3 clusters
  Score: Raw -2024346.479478 + Penalty 3152.925804 = -2021193.553674
  nChanged 306
		SP:Iteration 15Q (22686.120000 sec): 3 clusters
  Score: Raw -2024671.439750 + Penalty 3152.925804 = -2021518.513946
  nChanged 265
		SP:Iteration 16Q (22686.370000 sec): 3 clusters
  Score: Raw -2024929.981351 + Penalty 3152.925804 = -2021777.055546
  nChanged 209
		SP:Iteration 17Q (22686.640000 sec): 3 clusters
  Score: Raw -2025086.617924 + Penalty 3152.925804 = -2021933.692120
  nChanged 150
		SP:Iteration 18Q (22686.860000 sec): 3 clusters
  Score: Raw -2025172.669475 + Penalty 3152.925804 = -2022019.743671
  nChanged 93
		SP:Iteration 19Q (22687.120000 sec): 3 clusters
  Score: Raw -2025211.829773 + Penalty 3152.925804 = -2022058.903969
  nChanged 77
		SP:Iteration 20F (22687.490000 sec): 3 clusters
  Score: Raw -2025235.023977 + Penalty 3152.925804 = -2022082.098173
  nChanged 47
		SP:Iteration 21Q (22687.740000 sec): 3 clusters
  Score: Raw -2025247.539067 + Penalty 3152.925804 = -2022094.613263
  nChanged 38
		SP:Iteration 22Q (22687.970000 sec): 3 clusters
  Score: Raw -2025256.465891 + Penalty 3152.925804 = -2022103.540087
  nChanged 30
		SP:Iteration 23Q (22688.240000 sec): 3 clusters
  Score: Raw -2025262.772296 + Penalty 3152.925804 = -2022109.846492
  nChanged 24
		SP:Iteration 24Q (22688.500000 sec): 3 clusters
  Score: Raw -2025266.843189 + Penalty 3152.925804 = -2022113.917385
  nChanged 17
		SP:Iteration 25Q (22688.760000 sec): 3 clusters
  Score: Raw -2025270.440195 + Penalty 3152.925804 = -2022117.514391
  nChanged 17
		SP:Iteration 26Q (22689.070000 sec): 3 clusters
  Score: Raw -2025273.568475 + Penalty 3152.925804 = -2022120.642671
  nChanged 8
		SP:Iteration 27Q (22689.340000 sec): 3 clusters
  Score: Raw -2025274.402328 + Penalty 3152.925804 = -2022121.476524
  nChanged 6
		SP:Iteration 28Q (22689.560000 sec): 3 clusters
  Score: Raw -2025275.138031 + Penalty 3152.925804 = -2022122.212227
  nChanged 4
		SP:Iteration 29Q (22689.880000 sec): 3 clusters
  Score: Raw -2025275.552143 + Penalty 3152.925804 = -2022122.626339
  nChanged 0
		SP:Iteration 30F (22690.180000 sec): 3 clusters
  Score: Raw -2025275.552143 + Penalty 3152.925804 = -2022122.626339
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 53 (4615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22690.330000 sec): 2 clusters
  Score: Raw -540698.661048 + Penalty 1371.023411 = -539327.637636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22690.480000 sec): 3 clusters
  Score: Raw -538292.857078 + Penalty 2742.046823 = -535550.810255
  nChanged 1882
		SP:Iteration 1F (22690.700000 sec): 3 clusters
  Score: Raw -539387.166307 + Penalty 2742.046823 = -536645.119484
  nChanged 335
		SP:Iteration 2F (22690.910000 sec): 3 clusters
  Score: Raw -539574.071599 + Penalty 2742.046823 = -536832.024776
  nChanged 246
		SP:Iteration 3F (22691.140000 sec): 3 clusters
  Score: Raw -539690.333959 + Penalty 2742.046823 = -536948.287137
  nChanged 160
		SP:Iteration 4Q (22691.370000 sec): 3 clusters
  Score: Raw -539767.535472 + Penalty 2742.046823 = -537025.488649
  nChanged 160
		SP:Iteration 5Q (22691.570000 sec): 3 clusters
  Score: Raw -539842.454949 + Penalty 2742.046823 = -537100.408127
  nChanged 131
		SP:Iteration 6Q (22691.760000 sec): 3 clusters
  Score: Raw -539910.040277 + Penalty 2742.046823 = -537167.993455
  nChanged 138
		SP:Iteration 7Q (22692.030000 sec): 3 clusters
  Score: Raw -539977.078549 + Penalty 2742.046823 = -537235.031726
  nChanged 148
		SP:Iteration 8Q (22692.260000 sec): 3 clusters
  Score: Raw -540059.405958 + Penalty 2742.046823 = -537317.359135
  nChanged 149
		SP:Iteration 9Q (22692.480000 sec): 3 clusters
  Score: Raw -540140.098567 + Penalty 2742.046823 = -537398.051745
  nChanged 140
		SP:Iteration 10Q (22692.660000 sec): 3 clusters
  Score: Raw -540214.569828 + Penalty 2742.046823 = -537472.523005
  nChanged 122
		SP:Iteration 11Q (22692.880000 sec): 3 clusters
  Score: Raw -540285.388308 + Penalty 2742.046823 = -537543.341486
  nChanged 106
		SP:Iteration 12Q (22693.070000 sec): 3 clusters
  Score: Raw -540347.116396 + Penalty 2742.046823 = -537605.069573
  nChanged 108
		SP:Iteration 13Q (22693.220000 sec): 3 clusters
  Score: Raw -540411.988039 + Penalty 2742.046823 = -537669.941216
  nChanged 86
		SP:Iteration 14Q (22693.430000 sec): 3 clusters
  Score: Raw -540468.944598 + Penalty 2742.046823 = -537726.897775
  nChanged 84
		SP:Iteration 15Q (22693.590000 sec): 3 clusters
  Score: Raw -540527.807291 + Penalty 2742.046823 = -537785.760469
  nChanged 83
		SP:Iteration 16Q (22693.770000 sec): 3 clusters
  Score: Raw -540578.399313 + Penalty 2742.046823 = -537836.352490
  nChanged 78
		SP:Iteration 17Q (22693.980000 sec): 3 clusters
  Score: Raw -540626.721421 + Penalty 2742.046823 = -537884.674598
  nChanged 55
		SP:Iteration 18Q (22694.160000 sec): 3 clusters
  Score: Raw -540654.016441 + Penalty 2742.046823 = -537911.969618
  nChanged 38
		SP:Iteration 19Q (22694.320000 sec): 3 clusters
  Score: Raw -540676.637912 + Penalty 2742.046823 = -537934.591089
  nChanged 41
		SP:Iteration 20F (22694.510000 sec): 3 clusters
  Score: Raw -540701.028651 + Penalty 2742.046823 = -537958.981828
  nChanged 31
		SP:Iteration 21Q (22694.700000 sec): 3 clusters
  Score: Raw -540721.269015 + Penalty 2742.046823 = -537979.222192
  nChanged 31
		SP:Iteration 22Q (22694.890000 sec): 3 clusters
  Score: Raw -540737.019211 + Penalty 2742.046823 = -537994.972388
  nChanged 23
		SP:Iteration 23Q (22695.060000 sec): 3 clusters
  Score: Raw -540748.592743 + Penalty 2742.046823 = -538006.545920
  nChanged 19
		SP:Iteration 24Q (22695.230000 sec): 3 clusters
  Score: Raw -540759.426066 + Penalty 2742.046823 = -538017.379244
  nChanged 26
		SP:Iteration 25Q (22695.450000 sec): 3 clusters
  Score: Raw -540777.180445 + Penalty 2742.046823 = -538035.133622
  nChanged 20
		SP:Iteration 26Q (22695.640000 sec): 3 clusters
  Score: Raw -540790.756541 + Penalty 2742.046823 = -538048.709718
  nChanged 19
		SP:Iteration 27Q (22695.830000 sec): 3 clusters
  Score: Raw -540802.162991 + Penalty 2742.046823 = -538060.116168
  nChanged 19
		SP:Iteration 28Q (22696.050000 sec): 3 clusters
  Score: Raw -540811.076246 + Penalty 2742.046823 = -538069.029423
  nChanged 9
		SP:Iteration 29Q (22696.200000 sec): 3 clusters
  Score: Raw -540816.473645 + Penalty 2742.046823 = -538074.426822
  nChanged 11
		SP:Iteration 30Q (22696.370000 sec): 3 clusters
  Score: Raw -540824.574348 + Penalty 2742.046823 = -538082.527525
  nChanged 12
		SP:Iteration 31Q (22696.560000 sec): 3 clusters
  Score: Raw -540832.103746 + Penalty 2742.046823 = -538090.056923
  nChanged 14
		SP:Iteration 32Q (22696.780000 sec): 3 clusters
  Score: Raw -540840.984163 + Penalty 2742.046823 = -538098.937340
  nChanged 10
		SP:Iteration 33Q (22696.980000 sec): 3 clusters
  Score: Raw -540846.543707 + Penalty 2742.046823 = -538104.496884
  nChanged 9
		SP:Iteration 34Q (22697.140000 sec): 3 clusters
  Score: Raw -540851.539574 + Penalty 2742.046823 = -538109.492751
  nChanged 6
		SP:Iteration 35Q (22697.320000 sec): 3 clusters
  Score: Raw -540853.909122 + Penalty 2742.046823 = -538111.862299
  nChanged 5
		SP:Iteration 36Q (22697.500000 sec): 3 clusters
  Score: Raw -540857.328631 + Penalty 2742.046823 = -538115.281808
  nChanged 8
		SP:Iteration 37Q (22697.680000 sec): 3 clusters
  Score: Raw -540861.852601 + Penalty 2742.046823 = -538119.805779
  nChanged 5
		SP:Iteration 38Q (22697.860000 sec): 3 clusters
  Score: Raw -540864.602292 + Penalty 2742.046823 = -538122.555469
  nChanged 3
		SP:Iteration 39Q (22698.070000 sec): 3 clusters
  Score: Raw -540866.084575 + Penalty 2742.046823 = -538124.037753
  nChanged 1
		SP:Iteration 40F (22698.250000 sec): 3 clusters
  Score: Raw -540866.699990 + Penalty 2742.046823 = -538124.653167
  nChanged 1
		SP:Iteration 41Q (22698.440000 sec): 3 clusters
  Score: Raw -540867.114433 + Penalty 2742.046823 = -538125.067610
  nChanged 1
		SP:Iteration 42Q (22698.640000 sec): 3 clusters
  Score: Raw -540867.534150 + Penalty 2742.046823 = -538125.487327
  nChanged 1
		SP:Iteration 43Q (22698.830000 sec): 3 clusters
  Score: Raw -540868.099100 + Penalty 2742.046823 = -538126.052277
  nChanged 2
		SP:Iteration 44Q (22699.000000 sec): 3 clusters
  Score: Raw -540869.472598 + Penalty 2742.046823 = -538127.425775
  nChanged 2
		SP:Iteration 45Q (22699.200000 sec): 3 clusters
  Score: Raw -540870.221410 + Penalty 2742.046823 = -538128.174587
  nChanged 2
		SP:Iteration 46Q (22699.420000 sec): 3 clusters
  Score: Raw -540870.985721 + Penalty 2742.046823 = -538128.938898
  nChanged 3
		SP:Iteration 47Q (22699.620000 sec): 3 clusters
  Score: Raw -540873.144938 + Penalty 2742.046823 = -538131.098115
  nChanged 2
		SP:Iteration 48Q (22699.810000 sec): 3 clusters
  Score: Raw -540874.082388 + Penalty 2742.046823 = -538132.035565
  nChanged 0
		SP:Iteration 49F (22700.020000 sec): 3 clusters
  Score: Raw -540874.082388 + Penalty 2742.046823 = -538132.035565
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 54 (261822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22701.190000 sec): 2 clusters
  Score: Raw -27908814.193380 + Penalty 2027.255776 = -27906786.937603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22702.550000 sec): 3 clusters
  Score: Raw -27734567.994062 + Penalty 4054.511553 = -27730513.482509
  nChanged 127605
		SP:Iteration 1F (22703.890000 sec): 3 clusters
  Score: Raw -27813341.428578 + Penalty 4054.511553 = -27809286.917025
  nChanged 11442
		SP:Iteration 2Q (22705.350000 sec): 3 clusters
  Score: Raw -27817803.216218 + Penalty 4054.511553 = -27813748.704666
  nChanged 13114
		SP:Iteration 3F (22706.630000 sec): 3 clusters
  Score: Raw -27823934.426750 + Penalty 4054.511553 = -27819879.915197
  nChanged 14922
		SP:Iteration 4F (22707.920000 sec): 3 clusters
  Score: Raw -27831896.569888 + Penalty 4054.511553 = -27827842.058335
  nChanged 16197
		SP:Iteration 5F (22709.300000 sec): 3 clusters
  Score: Raw -27841795.613265 + Penalty 4054.511553 = -27837741.101713
  nChanged 16863
		SP:Iteration 6F (22710.690000 sec): 3 clusters
  Score: Raw -27853621.026900 + Penalty 4054.511553 = -27849566.515347
  nChanged 16963
		SP:Iteration 7F (22712.110000 sec): 3 clusters
  Score: Raw -27866881.596290 + Penalty 4054.511553 = -27862827.084737
  nChanged 15431
		SP:Iteration 8F (22713.530000 sec): 3 clusters
  Score: Raw -27879509.864041 + Penalty 4054.511553 = -27875455.352488
  nChanged 12421
		SP:Iteration 9Q (22714.960000 sec): 3 clusters
  Score: Raw -27889525.209186 + Penalty 4054.511553 = -27885470.697633
  nChanged 9380
		SP:Iteration 10Q (22716.420000 sec): 3 clusters
  Score: Raw -27896727.989074 + Penalty 4054.511553 = -27892673.477522
  nChanged 6710
		SP:Iteration 11Q (22717.760000 sec): 3 clusters
  Score: Raw -27901548.276103 + Penalty 4054.511553 = -27897493.764550
  nChanged 4587
		SP:Iteration 12Q (22719.030000 sec): 3 clusters
  Score: Raw -27904653.348881 + Penalty 4054.511553 = -27900598.837328
  nChanged 3073
		SP:Iteration 13Q (22720.280000 sec): 3 clusters
  Score: Raw -27906609.657117 + Penalty 4054.511553 = -27902555.145564
  nChanged 1926
		SP:Iteration 14Q (22721.410000 sec): 3 clusters
  Score: Raw -27907800.770781 + Penalty 4054.511553 = -27903746.259228
  nChanged 1118
		SP:Iteration 15Q (22722.630000 sec): 3 clusters
  Score: Raw -27908460.099798 + Penalty 4054.511553 = -27904405.588245
  nChanged 695
		SP:Iteration 16Q (22723.820000 sec): 3 clusters
  Score: Raw -27908847.876434 + Penalty 4054.511553 = -27904793.364881
  nChanged 418
		SP:Iteration 17Q (22724.970000 sec): 3 clusters
  Score: Raw -27909057.727532 + Penalty 4054.511553 = -27905003.215979
  nChanged 261
		SP:Iteration 18Q (22726.130000 sec): 3 clusters
  Score: Raw -27909178.387968 + Penalty 4054.511553 = -27905123.876415
  nChanged 195
		SP:Iteration 19Q (22727.350000 sec): 3 clusters
  Score: Raw -27909255.337147 + Penalty 4054.511553 = -27905200.825594
  nChanged 136
		SP:Iteration 20F (22728.770000 sec): 3 clusters
  Score: Raw -27909317.286013 + Penalty 4054.511553 = -27905262.774460
  nChanged 112
		SP:Iteration 21Q (22729.920000 sec): 3 clusters
  Score: Raw -27909359.017622 + Penalty 4054.511553 = -27905304.506069
  nChanged 102
		SP:Iteration 22Q (22731.110000 sec): 3 clusters
  Score: Raw -27909405.164186 + Penalty 4054.511553 = -27905350.652634
  nChanged 103
		SP:Iteration 23Q (22732.270000 sec): 3 clusters
  Score: Raw -27909451.886187 + Penalty 4054.511553 = -27905397.374634
  nChanged 85
		SP:Iteration 24Q (22733.520000 sec): 3 clusters
  Score: Raw -27909487.325905 + Penalty 4054.511553 = -27905432.814352
  nChanged 85
		SP:Iteration 25Q (22734.740000 sec): 3 clusters
  Score: Raw -27909515.909629 + Penalty 4054.511553 = -27905461.398076
  nChanged 70
		SP:Iteration 26Q (22735.940000 sec): 3 clusters
  Score: Raw -27909541.078233 + Penalty 4054.511553 = -27905486.566680
  nChanged 60
		SP:Iteration 27Q (22737.320000 sec): 3 clusters
  Score: Raw -27909567.984653 + Penalty 4054.511553 = -27905513.473100
  nChanged 68
		SP:Iteration 28Q (22738.620000 sec): 3 clusters
  Score: Raw -27909599.727410 + Penalty 4054.511553 = -27905545.215857
  nChanged 72
		SP:Iteration 29Q (22739.900000 sec): 3 clusters
  Score: Raw -27909642.627161 + Penalty 4054.511553 = -27905588.115608
  nChanged 69
		SP:Iteration 30Q (22741.250000 sec): 3 clusters
  Score: Raw -27909675.740163 + Penalty 4054.511553 = -27905621.228610
  nChanged 68
		SP:Iteration 31Q (22742.660000 sec): 3 clusters
  Score: Raw -27909702.378141 + Penalty 4054.511553 = -27905647.866589
  nChanged 63
		SP:Iteration 32Q (22743.970000 sec): 3 clusters
  Score: Raw -27909723.661134 + Penalty 4054.511553 = -27905669.149581
  nChanged 57
		SP:Iteration 33Q (22745.140000 sec): 3 clusters
  Score: Raw -27909742.937710 + Penalty 4054.511553 = -27905688.426157
  nChanged 44
		SP:Iteration 34Q (22746.400000 sec): 3 clusters
  Score: Raw -27909755.920763 + Penalty 4054.511553 = -27905701.409210
  nChanged 35
		SP:Iteration 35Q (22747.630000 sec): 3 clusters
  Score: Raw -27909766.302329 + Penalty 4054.511553 = -27905711.790776
  nChanged 28
		SP:Iteration 36Q (22748.820000 sec): 3 clusters
  Score: Raw -27909775.272846 + Penalty 4054.511553 = -27905720.761293
  nChanged 23
		SP:Iteration 37Q (22749.930000 sec): 3 clusters
  Score: Raw -27909780.526924 + Penalty 4054.511553 = -27905726.015371
  nChanged 24
		SP:Iteration 38Q (22751.110000 sec): 3 clusters
  Score: Raw -27909786.500516 + Penalty 4054.511553 = -27905731.988964
  nChanged 27
		SP:Iteration 39Q (22752.290000 sec): 3 clusters
  Score: Raw -27909793.508858 + Penalty 4054.511553 = -27905738.997306
  nChanged 26
		SP:Iteration 40F (22753.700000 sec): 3 clusters
  Score: Raw -27909800.719267 + Penalty 4054.511553 = -27905746.207714
  nChanged 27
		SP:Iteration 41Q (22755.020000 sec): 3 clusters
  Score: Raw -27909808.722391 + Penalty 4054.511553 = -27905754.210838
  nChanged 29
		SP:Iteration 42Q (22756.270000 sec): 3 clusters
  Score: Raw -27909816.958457 + Penalty 4054.511553 = -27905762.446905
  nChanged 21
		SP:Iteration 43Q (22757.440000 sec): 3 clusters
  Score: Raw -27909821.951082 + Penalty 4054.511553 = -27905767.439529
  nChanged 21
		SP:Iteration 44Q (22758.670000 sec): 3 clusters
  Score: Raw -27909826.903144 + Penalty 4054.511553 = -27905772.391591
  nChanged 17
		SP:Iteration 45Q (22759.810000 sec): 3 clusters
  Score: Raw -27909830.841344 + Penalty 4054.511553 = -27905776.329791
  nChanged 7
		SP:Iteration 46Q (22760.990000 sec): 3 clusters
  Score: Raw -27909831.813956 + Penalty 4054.511553 = -27905777.302403
  nChanged 6
		SP:Iteration 47Q (22762.240000 sec): 3 clusters
  Score: Raw -27909833.058596 + Penalty 4054.511553 = -27905778.547043
  nChanged 7
		SP:Iteration 48Q (22763.400000 sec): 3 clusters
  Score: Raw -27909835.130532 + Penalty 4054.511553 = -27905780.618979
  nChanged 9
		SP:Iteration 49Q (22764.550000 sec): 3 clusters
  Score: Raw -27909837.452253 + Penalty 4054.511553 = -27905782.940700
  nChanged 12
		SP:Iteration 50Q (22765.730000 sec): 3 clusters
  Score: Raw -27909839.788639 + Penalty 4054.511553 = -27905785.277086
  nChanged 8
		SP:Iteration 51Q (22766.970000 sec): 3 clusters
  Score: Raw -27909841.415372 + Penalty 4054.511553 = -27905786.903819
  nChanged 3
		SP:Iteration 52Q (22768.100000 sec): 3 clusters
  Score: Raw -27909842.005071 + Penalty 4054.511553 = -27905787.493518
  nChanged 5
		SP:Iteration 53Q (22769.290000 sec): 3 clusters
  Score: Raw -27909843.086768 + Penalty 4054.511553 = -27905788.575215
  nChanged 8
		SP:Iteration 54Q (22770.520000 sec): 3 clusters
  Score: Raw -27909845.655787 + Penalty 4054.511553 = -27905791.144234
  nChanged 9
		SP:Iteration 55Q (22771.820000 sec): 3 clusters
  Score: Raw -27909847.873339 + Penalty 4054.511553 = -27905793.361786
  nChanged 9
		SP:Iteration 56Q (22772.990000 sec): 3 clusters
  Score: Raw -27909849.997475 + Penalty 4054.511553 = -27905795.485923
  nChanged 6
		SP:Iteration 57Q (22774.320000 sec): 3 clusters
  Score: Raw -27909851.002763 + Penalty 4054.511553 = -27905796.491210
  nChanged 0
		SP:Iteration 58F (22775.720000 sec): 3 clusters
  Score: Raw -27909851.002763 + Penalty 4054.511553 = -27905796.491210
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 55 (451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22775.990000 sec): 2 clusters
  Score: Raw -53837.090135 + Penalty 993.113443 = -52843.976692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22776.180000 sec): 3 clusters
  Score: Raw -53797.961516 + Penalty 1986.226885 = -51811.734630
  nChanged 87
		SP:Iteration 1F (22776.340000 sec): 3 clusters
  Score: Raw -53915.852605 + Penalty 1986.226885 = -51929.625720
  nChanged 24
		SP:Iteration 2F (22776.470000 sec): 3 clusters
  Score: Raw -53948.161392 + Penalty 1986.226885 = -51961.934506
  nChanged 10
		SP:Iteration 3Q (22776.630000 sec): 3 clusters
  Score: Raw -53966.138724 + Penalty 1986.226885 = -51979.911839
  nChanged 4
		SP:Iteration 4Q (22776.800000 sec): 3 clusters
  Score: Raw -53972.822269 + Penalty 1986.226885 = -51986.595384
  nChanged 5
		SP:Iteration 5Q (22776.980000 sec): 3 clusters
  Score: Raw -53988.603455 + Penalty 1986.226885 = -52002.376570
  nChanged 4
		SP:Iteration 6Q (22777.120000 sec): 3 clusters
  Score: Raw -53995.576977 + Penalty 1986.226885 = -52009.350092
  nChanged 5
		SP:Iteration 7Q (22777.340000 sec): 3 clusters
  Score: Raw -54005.158614 + Penalty 1986.226885 = -52018.931728
  nChanged 4
		SP:Iteration 8Q (22777.530000 sec): 3 clusters
  Score: Raw -54010.090250 + Penalty 1986.226885 = -52023.863365
  nChanged 0
		SP:Iteration 9F (22777.740000 sec): 3 clusters
  Score: Raw -54010.090250 + Penalty 1986.226885 = -52023.863365
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 56 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22777.850000 sec): 2 clusters
  Score: Raw -40653.329590 + Penalty 942.844236 = -39710.485354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22778.020000 sec): 3 clusters
  Score: Raw -40623.887604 + Penalty 1885.688472 = -38738.199132
  nChanged 63
		SP:Iteration 1F (22778.200000 sec): 3 clusters
  Score: Raw -40740.032127 + Penalty 1885.688472 = -38854.343655
  nChanged 18
		SP:Iteration 2F (22778.310000 sec): 3 clusters
  Score: Raw -40790.327996 + Penalty 1885.688472 = -38904.639524
  nChanged 13
		SP:Iteration 3Q (22778.480000 sec): 3 clusters
  Score: Raw -40817.833428 + Penalty 1885.688472 = -38932.144956
  nChanged 3
		SP:Iteration 4Q (22778.680000 sec): 3 clusters
  Score: Raw -40821.126052 + Penalty 1885.688472 = -38935.437580
  nChanged 0
		SP:Iteration 5F (22778.830000 sec): 3 clusters
  Score: Raw -40821.126052 + Penalty 1885.688472 = -38935.437580
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 57 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22778.910000 sec): 2 clusters
  Score: Raw -24718.378692 + Penalty 883.687888 = -23834.690804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22779.070000 sec): 3 clusters
  Score: Raw -24802.188801 + Penalty 1767.375775 = -23034.813026
  nChanged 28
		SP:Iteration 1F (22779.250000 sec): 3 clusters
  Score: Raw -24883.929461 + Penalty 1767.375775 = -23116.553686
  nChanged 12
		SP:Iteration 2F (22779.420000 sec): 3 clusters
  Score: Raw -24930.522743 + Penalty 1767.375775 = -23163.146967
  nChanged 7
		SP:Iteration 3Q (22779.620000 sec): 3 clusters
  Score: Raw -24964.125990 + Penalty 1767.375775 = -23196.750214
  nChanged 6
		SP:Iteration 4Q (22779.810000 sec): 3 clusters
  Score: Raw -24996.336301 + Penalty 1767.375775 = -23228.960526
  nChanged 2
		SP:Iteration 5Q (22780.010000 sec): 3 clusters
  Score: Raw -24999.291758 + Penalty 1767.375775 = -23231.915982
  nChanged 1
		SP:Iteration 6Q (22780.180000 sec): 3 clusters
  Score: Raw -25005.537116 + Penalty 1767.375775 = -23238.161340
  nChanged 1
		SP:Iteration 7Q (22780.390000 sec): 3 clusters
  Score: Raw -25007.737958 + Penalty 1767.375775 = -23240.362182
  nChanged 0
		SP:Iteration 8F (22780.530000 sec): 3 clusters
  Score: Raw -25007.737958 + Penalty 1767.375775 = -23240.362182
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 58 (6024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22780.720000 sec): 2 clusters
  Score: Raw -744836.916967 + Penalty 1414.319850 = -743422.597117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22780.910000 sec): 3 clusters
  Score: Raw -741605.966290 + Penalty 2828.639700 = -738777.326590
  nChanged 2518
		SP:Iteration 1F (22781.090000 sec): 3 clusters
  Score: Raw -743015.339522 + Penalty 2828.639700 = -740186.699822
  nChanged 391
		SP:Iteration 2F (22781.280000 sec): 3 clusters
  Score: Raw -743202.313737 + Penalty 2828.639700 = -740373.674037
  nChanged 271
		SP:Iteration 3Q (22781.510000 sec): 3 clusters
  Score: Raw -743316.471516 + Penalty 2828.639700 = -740487.831816
  nChanged 222
		SP:Iteration 4Q (22781.690000 sec): 3 clusters
  Score: Raw -743403.294773 + Penalty 2828.639700 = -740574.655073
  nChanged 175
		SP:Iteration 5Q (22781.870000 sec): 3 clusters
  Score: Raw -743465.191767 + Penalty 2828.639700 = -740636.552067
  nChanged 161
		SP:Iteration 6Q (22782.010000 sec): 3 clusters
  Score: Raw -743526.513283 + Penalty 2828.639700 = -740697.873583
  nChanged 162
		SP:Iteration 7Q (22782.270000 sec): 3 clusters
  Score: Raw -743583.699878 + Penalty 2828.639700 = -740755.060178
  nChanged 138
		SP:Iteration 8Q (22782.530000 sec): 3 clusters
  Score: Raw -743633.779361 + Penalty 2828.639700 = -740805.139661
  nChanged 130
		SP:Iteration 9Q (22782.810000 sec): 3 clusters
  Score: Raw -743680.022964 + Penalty 2828.639700 = -740851.383264
  nChanged 111
		SP:Iteration 10Q (22783.030000 sec): 3 clusters
  Score: Raw -743717.299917 + Penalty 2828.639700 = -740888.660217
  nChanged 116
		SP:Iteration 11Q (22783.280000 sec): 3 clusters
  Score: Raw -743756.080043 + Penalty 2828.639700 = -740927.440343
  nChanged 100
		SP:Iteration 12Q (22783.510000 sec): 3 clusters
  Score: Raw -743788.426699 + Penalty 2828.639700 = -740959.786998
  nChanged 103
		SP:Iteration 13Q (22783.710000 sec): 3 clusters
  Score: Raw -743824.680242 + Penalty 2828.639700 = -740996.040542
  nChanged 108
		SP:Iteration 14Q (22783.930000 sec): 3 clusters
  Score: Raw -743862.315160 + Penalty 2828.639700 = -741033.675460
  nChanged 100
		SP:Iteration 15Q (22784.110000 sec): 3 clusters
  Score: Raw -743897.299623 + Penalty 2828.639700 = -741068.659923
  nChanged 109
		SP:Iteration 16Q (22784.310000 sec): 3 clusters
  Score: Raw -743939.925664 + Penalty 2828.639700 = -741111.285963
  nChanged 110
		SP:Iteration 17Q (22784.540000 sec): 3 clusters
  Score: Raw -743980.461231 + Penalty 2828.639700 = -741151.821531
  nChanged 127
		SP:Iteration 18Q (22784.710000 sec): 3 clusters
  Score: Raw -744036.052624 + Penalty 2828.639700 = -741207.412924
  nChanged 145
		SP:Iteration 19Q (22784.950000 sec): 3 clusters
  Score: Raw -744103.811728 + Penalty 2828.639700 = -741275.172028
  nChanged 150
		SP:Iteration 20F (22785.150000 sec): 3 clusters
  Score: Raw -744178.713685 + Penalty 2828.639700 = -741350.073985
  nChanged 153
		SP:Iteration 21Q (22785.340000 sec): 3 clusters
  Score: Raw -744270.884564 + Penalty 2828.639700 = -741442.244864
  nChanged 164
		SP:Iteration 22Q (22785.530000 sec): 3 clusters
  Score: Raw -744370.169693 + Penalty 2828.639700 = -741541.529993
  nChanged 147
		SP:Iteration 23Q (22785.740000 sec): 3 clusters
  Score: Raw -744481.508034 + Penalty 2828.639700 = -741652.868334
  nChanged 146
		SP:Iteration 24Q (22785.880000 sec): 3 clusters
  Score: Raw -744598.000244 + Penalty 2828.639700 = -741769.360544
  nChanged 128
		SP:Iteration 25Q (22786.080000 sec): 3 clusters
  Score: Raw -744707.070257 + Penalty 2828.639700 = -741878.430557
  nChanged 114
		SP:Iteration 26Q (22786.310000 sec): 3 clusters
  Score: Raw -744807.929343 + Penalty 2828.639700 = -741979.289643
  nChanged 82
		SP:Iteration 27Q (22786.510000 sec): 3 clusters
  Score: Raw -744874.135009 + Penalty 2828.639700 = -742045.495309
  nChanged 64
		SP:Iteration 28Q (22786.740000 sec): 3 clusters
  Score: Raw -744925.972603 + Penalty 2828.639700 = -742097.332903
  nChanged 44
		SP:Iteration 29Q (22786.900000 sec): 3 clusters
  Score: Raw -744964.099431 + Penalty 2828.639700 = -742135.459731
  nChanged 28
		SP:Iteration 30Q (22787.130000 sec): 3 clusters
  Score: Raw -744989.191132 + Penalty 2828.639700 = -742160.551432
  nChanged 23
		SP:Iteration 31Q (22787.370000 sec): 3 clusters
  Score: Raw -745003.986003 + Penalty 2828.639700 = -742175.346303
  nChanged 13
		SP:Iteration 32Q (22787.600000 sec): 3 clusters
  Score: Raw -745012.958672 + Penalty 2828.639700 = -742184.318972
  nChanged 11
		SP:Iteration 33Q (22787.780000 sec): 3 clusters
  Score: Raw -745019.351213 + Penalty 2828.639700 = -742190.711513
  nChanged 7
		SP:Iteration 34Q (22787.990000 sec): 3 clusters
  Score: Raw -745025.890632 + Penalty 2828.639700 = -742197.250932
  nChanged 7
		SP:Iteration 35Q (22788.210000 sec): 3 clusters
  Score: Raw -745030.791003 + Penalty 2828.639700 = -742202.151303
  nChanged 4
		SP:Iteration 36Q (22788.400000 sec): 3 clusters
  Score: Raw -745033.299555 + Penalty 2828.639700 = -742204.659855
  nChanged 1
		SP:Iteration 37Q (22788.580000 sec): 3 clusters
  Score: Raw -745033.771750 + Penalty 2828.639700 = -742205.132050
  nChanged 0
		SP:Iteration 38F (22788.790000 sec): 3 clusters
  Score: Raw -745033.771750 + Penalty 2828.639700 = -742205.132050
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 59 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22788.900000 sec): 2 clusters
  Score: Raw -63089.395244 + Penalty 1039.230010 = -62050.165234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22789.110000 sec): 3 clusters
  Score: Raw -63020.254447 + Penalty 2078.460019 = -60941.794427
  nChanged 167
		SP:Iteration 1F (22789.250000 sec): 3 clusters
  Score: Raw -63383.274096 + Penalty 2078.460019 = -61304.814077
  nChanged 80
		SP:Iteration 2F (22789.460000 sec): 3 clusters
  Score: Raw -63584.785000 + Penalty 2078.460019 = -61506.324980
  nChanged 44
		SP:Iteration 3F (22789.610000 sec): 3 clusters
  Score: Raw -63702.892050 + Penalty 2078.460019 = -61624.432031
  nChanged 22
		SP:Iteration 4Q (22789.770000 sec): 3 clusters
  Score: Raw -63812.121184 + Penalty 2078.460019 = -61733.661165
  nChanged 17
		SP:Iteration 5Q (22789.930000 sec): 3 clusters
  Score: Raw -63860.721818 + Penalty 2078.460019 = -61782.261799
  nChanged 6
		SP:Iteration 6Q (22790.120000 sec): 3 clusters
  Score: Raw -63874.396940 + Penalty 2078.460019 = -61795.936920
  nChanged 4
		SP:Iteration 7Q (22790.270000 sec): 3 clusters
  Score: Raw -63883.146948 + Penalty 2078.460019 = -61804.686929
  nChanged 6
		SP:Iteration 8Q (22790.490000 sec): 3 clusters
  Score: Raw -63892.038240 + Penalty 2078.460019 = -61813.578221
  nChanged 0
		SP:Iteration 9F (22790.610000 sec): 3 clusters
  Score: Raw -63892.038240 + Penalty 2078.460019 = -61813.578221
  nChanged 0
Deleting Class 11 (81 points): Lose 1329.441305 but Gain 2316.516361
Iteration 219Q (22893.720000 sec): 61 clusters
  Score: Raw -169091918.427357 + Penalty 138990.981670 = -168952927.445687
  nChanged 1025
Iteration 220F (23056.080000 sec): 61 clusters
  Score: Raw -169092841.055121 + Penalty 138990.981670 = -168953850.073451
  nChanged 1103
Iteration 221Q (23147.660000 sec): 61 clusters
  Score: Raw -169093358.394246 + Penalty 138990.981670 = -168954367.412576
  nChanged 1109
Iteration 222Q (23232.050000 sec): 61 clusters
  Score: Raw -169093637.918836 + Penalty 138990.981670 = -168954646.937166
  nChanged 1042
Iteration 223Q (23329.810000 sec): 61 clusters
  Score: Raw -169093801.198394 + Penalty 138990.981670 = -168954810.216724
  nChanged 1017
Iteration 224Q (23430.570000 sec): 61 clusters
  Score: Raw -169093913.913189 + Penalty 138990.981670 = -168954922.931519
  nChanged 966
Iteration 225Q (23527.750000 sec): 61 clusters
  Score: Raw -169094007.282359 + Penalty 138990.981670 = -168955016.300689
  nChanged 891
Iteration 226Q (23629.100000 sec): 61 clusters
  Score: Raw -169094118.202120 + Penalty 138990.981670 = -168955127.220450
  nChanged 877
Iteration 227Q (23725.870000 sec): 61 clusters
  Score: Raw -169094247.115778 + Penalty 138990.981670 = -168955256.134108
  nChanged 894
Iteration 228Q (23815.830000 sec): 61 clusters
  Score: Raw -169094331.075947 + Penalty 138990.981670 = -168955340.094277
  nChanged 888
Iteration 229Q (23911.370000 sec): 61 clusters
  Score: Raw -169094413.021623 + Penalty 138990.981670 = -168955422.039953
  nChanged 861
Iteration 230Q (24008.770000 sec): 61 clusters
  Score: Raw -169094493.162498 + Penalty 138990.981670 = -168955502.180828
  nChanged 881
Iteration 231Q (24102.820000 sec): 61 clusters
  Score: Raw -169094581.244035 + Penalty 138990.981670 = -168955590.262365
  nChanged 927
Iteration 232Q (24201.560000 sec): 61 clusters
  Score: Raw -169094682.331205 + Penalty 138990.981670 = -168955691.349535
  nChanged 932
Iteration 233Q (24294.550000 sec): 61 clusters
  Score: Raw -169094771.907410 + Penalty 138990.981670 = -168955780.925740
  nChanged 904
Iteration 234Q (24391.120000 sec): 61 clusters
  Score: Raw -169094879.783444 + Penalty 138990.981670 = -168955888.801774
  nChanged 975
Iteration 235Q (24488.160000 sec): 61 clusters
  Score: Raw -169095079.179662 + Penalty 138990.981670 = -168956088.197991
  nChanged 979
Iteration 236Q (24588.390000 sec): 61 clusters
  Score: Raw -169095212.935048 + Penalty 138990.981670 = -168956221.953378
  nChanged 1014
Iteration 237Q (24693.620000 sec): 61 clusters
  Score: Raw -169095316.331033 + Penalty 138990.981670 = -168956325.349363
  nChanged 1001
Iteration 238Q (24790.920000 sec): 61 clusters
  Score: Raw -169095406.445256 + Penalty 138990.981670 = -168956415.463586
  nChanged 1046
Iteration 239Q (24886.320000 sec): 61 clusters
  Score: Raw -169095488.810379 + Penalty 138990.981670 = -168956497.828708
  nChanged 1042
Iteration 240F (25057.210000 sec): 61 clusters
  Score: Raw -169095589.610793 + Penalty 138990.981670 = -168956598.629123
  nChanged 987
Iteration 241Q (25159.500000 sec): 61 clusters
  Score: Raw -169095697.844051 + Penalty 138990.981670 = -168956706.862380
  nChanged 988
Iteration 242Q (25263.040000 sec): 61 clusters
  Score: Raw -169095760.209814 + Penalty 138990.981670 = -168956769.228144
  nChanged 947
Iteration 243Q (25364.420000 sec): 61 clusters
  Score: Raw -169095813.417056 + Penalty 138990.981670 = -168956822.435386
  nChanged 1018
Iteration 244Q (25454.150000 sec): 61 clusters
  Score: Raw -169095858.835857 + Penalty 138990.981670 = -168956867.854187
  nChanged 956
Iteration 245Q (25559.990000 sec): 61 clusters
  Score: Raw -169095907.673996 + Penalty 138990.981670 = -168956916.692326
  nChanged 942
Iteration 246Q (25671.760000 sec): 61 clusters
  Score: Raw -169095949.763527 + Penalty 138990.981670 = -168956958.781857
  nChanged 914
Iteration 247Q (25766.750000 sec): 61 clusters
  Score: Raw -169095989.468649 + Penalty 138990.981670 = -168956998.486979
  nChanged 873
Iteration 248Q (25862.750000 sec): 61 clusters
  Score: Raw -169096026.589609 + Penalty 138990.981670 = -168957035.607939
  nChanged 818
Iteration 249Q (25962.480000 sec): 61 clusters
  Score: Raw -169096060.009753 + Penalty 138990.981670 = -168957069.028083
  nChanged 801
Iteration 250Q (26059.780000 sec): 61 clusters
  Score: Raw -169096088.844603 + Penalty 138990.981670 = -168957097.862933
  nChanged 812
Iteration 251Q (26155.940000 sec): 61 clusters
  Score: Raw -169096114.757178 + Penalty 138990.981670 = -168957123.775507
  nChanged 779
Iteration 252Q (26242.050000 sec): 61 clusters
  Score: Raw -169096138.712975 + Penalty 138990.981670 = -168957147.731304
  nChanged 771
Iteration 253Q (26326.250000 sec): 61 clusters
  Score: Raw -169096159.970655 + Penalty 138990.981670 = -168957168.988985
  nChanged 743
Iteration 254Q (26410.100000 sec): 61 clusters
  Score: Raw -169096179.586708 + Penalty 138990.981670 = -168957188.605038
  nChanged 708
Iteration 255Q (26498.470000 sec): 61 clusters
  Score: Raw -169096197.438193 + Penalty 138990.981670 = -168957206.456523
  nChanged 699
Iteration 256Q (26595.450000 sec): 61 clusters
  Score: Raw -169096215.848194 + Penalty 138990.981670 = -168957224.866524
  nChanged 651
Iteration 257Q (26689.970000 sec): 61 clusters
  Score: Raw -169096234.431478 + Penalty 138990.981670 = -168957243.449808
  nChanged 646
Iteration 258Q (26779.640000 sec): 61 clusters
  Score: Raw -169096249.640522 + Penalty 138990.981670 = -168957258.658852
  nChanged 620
Writing temp clu file 
Because OldScore, -168957243.449808, is greater than current (better) Score,-168957258.658852 
 Compute initial score before splitting:   Score: Raw -169096249.640522 + Penalty 138990.981670 = -168957258.658852
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (29053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26780.440000 sec): 2 clusters
  Score: Raw -2840003.990755 + Penalty 1669.992517 = -2838333.998238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26780.810000 sec): 3 clusters
  Score: Raw -2822206.101971 + Penalty 3339.985034 = -2818866.116937
  nChanged 13311
		SP:Iteration 1F (26781.150000 sec): 3 clusters
  Score: Raw -2829820.645932 + Penalty 3339.985034 = -2826480.660898
  nChanged 1751
		SP:Iteration 2F (26781.490000 sec): 3 clusters
  Score: Raw -2830689.268872 + Penalty 3339.985034 = -2827349.283838
  nChanged 1846
		SP:Iteration 3F (26781.800000 sec): 3 clusters
  Score: Raw -2831662.329591 + Penalty 3339.985034 = -2828322.344557
  nChanged 1871
		SP:Iteration 4F (26782.150000 sec): 3 clusters
  Score: Raw -2832760.105419 + Penalty 3339.985034 = -2829420.120385
  nChanged 1864
		SP:Iteration 5F (26782.510000 sec): 3 clusters
  Score: Raw -2833934.870632 + Penalty 3339.985034 = -2830594.885598
  nChanged 1757
		SP:Iteration 6F (26782.880000 sec): 3 clusters
  Score: Raw -2835022.043115 + Penalty 3339.985034 = -2831682.058081
  nChanged 1554
		SP:Iteration 7F (26783.340000 sec): 3 clusters
  Score: Raw -2835971.083643 + Penalty 3339.985034 = -2832631.098610
  nChanged 1300
		SP:Iteration 8Q (26783.730000 sec): 3 clusters
  Score: Raw -2836687.545332 + Penalty 3339.985034 = -2833347.560298
  nChanged 1064
		SP:Iteration 9Q (26784.100000 sec): 3 clusters
  Score: Raw -2837164.979726 + Penalty 3339.985034 = -2833824.994692
  nChanged 729
		SP:Iteration 10Q (26784.490000 sec): 3 clusters
  Score: Raw -2837425.969023 + Penalty 3339.985034 = -2834085.983989
  nChanged 546
		SP:Iteration 11Q (26784.900000 sec): 3 clusters
  Score: Raw -2837575.033269 + Penalty 3339.985034 = -2834235.048235
  nChanged 401
		SP:Iteration 12Q (26785.270000 sec): 3 clusters
  Score: Raw -2837672.965545 + Penalty 3339.985034 = -2834332.980511
  nChanged 324
		SP:Iteration 13Q (26785.610000 sec): 3 clusters
  Score: Raw -2837746.845772 + Penalty 3339.985034 = -2834406.860738
  nChanged 278
		SP:Iteration 14Q (26785.950000 sec): 3 clusters
  Score: Raw -2837813.742788 + Penalty 3339.985034 = -2834473.757754
  nChanged 287
		SP:Iteration 15Q (26786.290000 sec): 3 clusters
  Score: Raw -2837877.493100 + Penalty 3339.985034 = -2834537.508066
  nChanged 287
		SP:Iteration 16Q (26786.650000 sec): 3 clusters
  Score: Raw -2837943.505941 + Penalty 3339.985034 = -2834603.520907
  nChanged 257
		SP:Iteration 17Q (26786.970000 sec): 3 clusters
  Score: Raw -2837999.230004 + Penalty 3339.985034 = -2834659.244970
  nChanged 241
		SP:Iteration 18Q (26787.290000 sec): 3 clusters
  Score: Raw -2838058.763317 + Penalty 3339.985034 = -2834718.778283
  nChanged 295
		SP:Iteration 19Q (26787.660000 sec): 3 clusters
  Score: Raw -2838133.375143 + Penalty 3339.985034 = -2834793.390109
  nChanged 281
		SP:Iteration 20F (26788.020000 sec): 3 clusters
  Score: Raw -2838203.579883 + Penalty 3339.985034 = -2834863.594850
  nChanged 297
		SP:Iteration 21Q (26788.270000 sec): 3 clusters
  Score: Raw -2838275.726166 + Penalty 3339.985034 = -2834935.741132
  nChanged 310
		SP:Iteration 22Q (26788.590000 sec): 3 clusters
  Score: Raw -2838349.775617 + Penalty 3339.985034 = -2835009.790583
  nChanged 291
		SP:Iteration 23Q (26788.860000 sec): 3 clusters
  Score: Raw -2838418.560542 + Penalty 3339.985034 = -2835078.575508
  nChanged 300
		SP:Iteration 24Q (26789.200000 sec): 3 clusters
  Score: Raw -2838492.687236 + Penalty 3339.985034 = -2835152.702202
  nChanged 281
		SP:Iteration 25Q (26789.460000 sec): 3 clusters
  Score: Raw -2838564.591667 + Penalty 3339.985034 = -2835224.606634
  nChanged 292
		SP:Iteration 26Q (26789.810000 sec): 3 clusters
  Score: Raw -2838627.034532 + Penalty 3339.985034 = -2835287.049498
  nChanged 257
		SP:Iteration 27Q (26790.190000 sec): 3 clusters
  Score: Raw -2838678.845394 + Penalty 3339.985034 = -2835338.860360
  nChanged 237
		SP:Iteration 28Q (26790.500000 sec): 3 clusters
  Score: Raw -2838734.174063 + Penalty 3339.985034 = -2835394.189029
  nChanged 253
		SP:Iteration 29Q (26790.880000 sec): 3 clusters
  Score: Raw -2838793.787675 + Penalty 3339.985034 = -2835453.802641
  nChanged 244
		SP:Iteration 30Q (26791.220000 sec): 3 clusters
  Score: Raw -2838849.474091 + Penalty 3339.985034 = -2835509.489057
  nChanged 256
		SP:Iteration 31Q (26791.480000 sec): 3 clusters
  Score: Raw -2838911.169566 + Penalty 3339.985034 = -2835571.184532
  nChanged 269
		SP:Iteration 32Q (26791.830000 sec): 3 clusters
  Score: Raw -2838973.226582 + Penalty 3339.985034 = -2835633.241548
  nChanged 247
		SP:Iteration 33Q (26792.160000 sec): 3 clusters
  Score: Raw -2839022.108008 + Penalty 3339.985034 = -2835682.122974
  nChanged 217
		SP:Iteration 34Q (26792.500000 sec): 3 clusters
  Score: Raw -2839062.009356 + Penalty 3339.985034 = -2835722.024322
  nChanged 203
		SP:Iteration 35Q (26792.810000 sec): 3 clusters
  Score: Raw -2839098.221037 + Penalty 3339.985034 = -2835758.236003
  nChanged 197
		SP:Iteration 36Q (26793.190000 sec): 3 clusters
  Score: Raw -2839136.531833 + Penalty 3339.985034 = -2835796.546799
  nChanged 203
		SP:Iteration 37Q (26793.540000 sec): 3 clusters
  Score: Raw -2839174.028924 + Penalty 3339.985034 = -2835834.043890
  nChanged 191
		SP:Iteration 38Q (26793.880000 sec): 3 clusters
  Score: Raw -2839209.217654 + Penalty 3339.985034 = -2835869.232621
  nChanged 169
		SP:Iteration 39Q (26794.220000 sec): 3 clusters
  Score: Raw -2839237.027791 + Penalty 3339.985034 = -2835897.042757
  nChanged 167
		SP:Iteration 40F (26794.540000 sec): 3 clusters
  Score: Raw -2839264.997441 + Penalty 3339.985034 = -2835925.012407
  nChanged 163
		SP:Iteration 41Q (26794.850000 sec): 3 clusters
  Score: Raw -2839292.017247 + Penalty 3339.985034 = -2835952.032213
  nChanged 158
		SP:Iteration 42Q (26795.220000 sec): 3 clusters
  Score: Raw -2839320.218483 + Penalty 3339.985034 = -2835980.233449
  nChanged 159
		SP:Iteration 43Q (26795.520000 sec): 3 clusters
  Score: Raw -2839347.411780 + Penalty 3339.985034 = -2836007.426746
  nChanged 169
		SP:Iteration 44Q (26795.840000 sec): 3 clusters
  Score: Raw -2839380.566574 + Penalty 3339.985034 = -2836040.581540
  nChanged 168
		SP:Iteration 45Q (26796.160000 sec): 3 clusters
  Score: Raw -2839414.307154 + Penalty 3339.985034 = -2836074.322120
  nChanged 177
		SP:Iteration 46Q (26796.480000 sec): 3 clusters
  Score: Raw -2839447.653290 + Penalty 3339.985034 = -2836107.668256
  nChanged 178
		SP:Iteration 47Q (26796.740000 sec): 3 clusters
  Score: Raw -2839483.106113 + Penalty 3339.985034 = -2836143.121079
  nChanged 172
		SP:Iteration 48Q (26797.050000 sec): 3 clusters
  Score: Raw -2839516.778719 + Penalty 3339.985034 = -2836176.793686
  nChanged 164
		SP:Iteration 49Q (26797.380000 sec): 3 clusters
  Score: Raw -2839544.274267 + Penalty 3339.985034 = -2836204.289233
  nChanged 153
		SP:Iteration 50Q (26797.710000 sec): 3 clusters
  Score: Raw -2839571.658717 + Penalty 3339.985034 = -2836231.673683
  nChanged 144
		SP:Iteration 51Q (26798.080000 sec): 3 clusters
  Score: Raw -2839600.627170 + Penalty 3339.985034 = -2836260.642136
  nChanged 158
		SP:Iteration 52Q (26798.420000 sec): 3 clusters
  Score: Raw -2839633.215469 + Penalty 3339.985034 = -2836293.230435
  nChanged 162
		SP:Iteration 53Q (26798.770000 sec): 3 clusters
  Score: Raw -2839663.873474 + Penalty 3339.985034 = -2836323.888441
  nChanged 155
		SP:Iteration 54Q (26799.120000 sec): 3 clusters
  Score: Raw -2839693.916311 + Penalty 3339.985034 = -2836353.931278
  nChanged 151
		SP:Iteration 55Q (26799.480000 sec): 3 clusters
  Score: Raw -2839722.657724 + Penalty 3339.985034 = -2836382.672690
  nChanged 151
		SP:Iteration 56Q (26799.810000 sec): 3 clusters
  Score: Raw -2839752.683095 + Penalty 3339.985034 = -2836412.698062
  nChanged 166
		SP:Iteration 57Q (26800.090000 sec): 3 clusters
  Score: Raw -2839786.466553 + Penalty 3339.985034 = -2836446.481519
  nChanged 169
		SP:Iteration 58Q (26800.430000 sec): 3 clusters
  Score: Raw -2839821.075370 + Penalty 3339.985034 = -2836481.090336
  nChanged 167
		SP:Iteration 59Q (26800.710000 sec): 3 clusters
  Score: Raw -2839857.057907 + Penalty 3339.985034 = -2836517.072873
  nChanged 174
		SP:Iteration 60F (26800.960000 sec): 3 clusters
  Score: Raw -2839898.794417 + Penalty 3339.985034 = -2836558.809384
  nChanged 176
		SP:Iteration 61Q (26801.260000 sec): 3 clusters
  Score: Raw -2839939.843901 + Penalty 3339.985034 = -2836599.858868
  nChanged 170
		SP:Iteration 62Q (26801.610000 sec): 3 clusters
  Score: Raw -2839981.142608 + Penalty 3339.985034 = -2836641.157574
  nChanged 164
		SP:Iteration 63Q (26801.920000 sec): 3 clusters
  Score: Raw -2840022.757384 + Penalty 3339.985034 = -2836682.772350
  nChanged 165
		SP:Iteration 64Q (26802.240000 sec): 3 clusters
  Score: Raw -2840064.255829 + Penalty 3339.985034 = -2836724.270795
  nChanged 150
		SP:Iteration 65Q (26802.590000 sec): 3 clusters
  Score: Raw -2840099.975924 + Penalty 3339.985034 = -2836759.990890
  nChanged 134
		SP:Iteration 66Q (26802.950000 sec): 3 clusters
  Score: Raw -2840131.117571 + Penalty 3339.985034 = -2836791.132537
  nChanged 139
		SP:Iteration 67Q (26803.330000 sec): 3 clusters
  Score: Raw -2840165.193260 + Penalty 3339.985034 = -2836825.208226
  nChanged 136
		SP:Iteration 68Q (26803.610000 sec): 3 clusters
  Score: Raw -2840196.419365 + Penalty 3339.985034 = -2836856.434331
  nChanged 123
		SP:Iteration 69Q (26803.960000 sec): 3 clusters
  Score: Raw -2840224.484168 + Penalty 3339.985034 = -2836884.499134
  nChanged 113
		SP:Iteration 70Q (26804.330000 sec): 3 clusters
  Score: Raw -2840248.059523 + Penalty 3339.985034 = -2836908.074489
  nChanged 95
		SP:Iteration 71Q (26804.710000 sec): 3 clusters
  Score: Raw -2840268.792229 + Penalty 3339.985034 = -2836928.807195
  nChanged 99
		SP:Iteration 72Q (26805.030000 sec): 3 clusters
  Score: Raw -2840291.928330 + Penalty 3339.985034 = -2836951.943296
  nChanged 97
		SP:Iteration 73Q (26805.370000 sec): 3 clusters
  Score: Raw -2840315.476717 + Penalty 3339.985034 = -2836975.491684
  nChanged 101
		SP:Iteration 74Q (26805.740000 sec): 3 clusters
  Score: Raw -2840338.111202 + Penalty 3339.985034 = -2836998.126168
  nChanged 79
		SP:Iteration 75Q (26806.100000 sec): 3 clusters
  Score: Raw -2840353.906348 + Penalty 3339.985034 = -2837013.921314
  nChanged 82
		SP:Iteration 76Q (26806.450000 sec): 3 clusters
  Score: Raw -2840370.867144 + Penalty 3339.985034 = -2837030.882110
  nChanged 76
		SP:Iteration 77Q (26806.780000 sec): 3 clusters
  Score: Raw -2840384.622488 + Penalty 3339.985034 = -2837044.637454
  nChanged 68
		SP:Iteration 78Q (26807.120000 sec): 3 clusters
  Score: Raw -2840397.863270 + Penalty 3339.985034 = -2837057.878236
  nChanged 57
		SP:Iteration 79Q (26807.470000 sec): 3 clusters
  Score: Raw -2840411.226055 + Penalty 3339.985034 = -2837071.241022
  nChanged 67
		SP:Iteration 80F (26807.870000 sec): 3 clusters
  Score: Raw -2840424.987999 + Penalty 3339.985034 = -2837085.002965
  nChanged 59
		SP:Iteration 81Q (26808.160000 sec): 3 clusters
  Score: Raw -2840437.960015 + Penalty 3339.985034 = -2837097.974982
  nChanged 58
		SP:Iteration 82Q (26808.500000 sec): 3 clusters
  Score: Raw -2840450.091213 + Penalty 3339.985034 = -2837110.106179
  nChanged 52
		SP:Iteration 83Q (26808.860000 sec): 3 clusters
  Score: Raw -2840460.889858 + Penalty 3339.985034 = -2837120.904824
  nChanged 43
		SP:Iteration 84Q (26809.220000 sec): 3 clusters
  Score: Raw -2840468.936466 + Penalty 3339.985034 = -2837128.951432
  nChanged 40
		SP:Iteration 85Q (26809.560000 sec): 3 clusters
  Score: Raw -2840477.362764 + Penalty 3339.985034 = -2837137.377731
  nChanged 41
		SP:Iteration 86Q (26809.890000 sec): 3 clusters
  Score: Raw -2840484.428245 + Penalty 3339.985034 = -2837144.443211
  nChanged 32
		SP:Iteration 87Q (26810.180000 sec): 3 clusters
  Score: Raw -2840490.058455 + Penalty 3339.985034 = -2837150.073421
  nChanged 27
		SP:Iteration 88Q (26810.520000 sec): 3 clusters
  Score: Raw -2840494.149862 + Penalty 3339.985034 = -2837154.164828
  nChanged 30
		SP:Iteration 89Q (26810.850000 sec): 3 clusters
  Score: Raw -2840499.754076 + Penalty 3339.985034 = -2837159.769042
  nChanged 24
		SP:Iteration 90Q (26811.190000 sec): 3 clusters
  Score: Raw -2840502.680484 + Penalty 3339.985034 = -2837162.695451
  nChanged 16
		SP:Iteration 91Q (26811.520000 sec): 3 clusters
  Score: Raw -2840504.743491 + Penalty 3339.985034 = -2837164.758457
  nChanged 18
		SP:Iteration 92Q (26811.870000 sec): 3 clusters
  Score: Raw -2840507.641457 + Penalty 3339.985034 = -2837167.656423
  nChanged 20
		SP:Iteration 93Q (26812.270000 sec): 3 clusters
  Score: Raw -2840510.461122 + Penalty 3339.985034 = -2837170.476088
  nChanged 18
		SP:Iteration 94Q (26812.640000 sec): 3 clusters
  Score: Raw -2840513.034285 + Penalty 3339.985034 = -2837173.049251
  nChanged 14
		SP:Iteration 95Q (26812.930000 sec): 3 clusters
  Score: Raw -2840515.340428 + Penalty 3339.985034 = -2837175.355395
  nChanged 13
		SP:Iteration 96Q (26813.290000 sec): 3 clusters
  Score: Raw -2840517.331617 + Penalty 3339.985034 = -2837177.346583
  nChanged 13
		SP:Iteration 97Q (26813.590000 sec): 3 clusters
  Score: Raw -2840519.008760 + Penalty 3339.985034 = -2837179.023726
  nChanged 14
		SP:Iteration 98Q (26813.920000 sec): 3 clusters
  Score: Raw -2840521.552376 + Penalty 3339.985034 = -2837181.567342
  nChanged 14
		SP:Iteration 99Q (26814.250000 sec): 3 clusters
  Score: Raw -2840524.513664 + Penalty 3339.985034 = -2837184.528630
  nChanged 20
		SP:Iteration 100F (26814.570000 sec): 3 clusters
  Score: Raw -2840527.881756 + Penalty 3339.985034 = -2837187.896722
  nChanged 16
		SP:Iteration 101Q (26814.890000 sec): 3 clusters
  Score: Raw -2840531.089765 + Penalty 3339.985034 = -2837191.104731
  nChanged 16
		SP:Iteration 102Q (26815.220000 sec): 3 clusters
  Score: Raw -2840534.040736 + Penalty 3339.985034 = -2837194.055702
  nChanged 20
		SP:Iteration 103Q (26815.530000 sec): 3 clusters
  Score: Raw -2840537.503004 + Penalty 3339.985034 = -2837197.517970
  nChanged 16
		SP:Iteration 104Q (26815.790000 sec): 3 clusters
  Score: Raw -2840539.772379 + Penalty 3339.985034 = -2837199.787345
  nChanged 11
		SP:Iteration 105Q (26816.140000 sec): 3 clusters
  Score: Raw -2840541.249722 + Penalty 3339.985034 = -2837201.264688
  nChanged 17
		SP:Iteration 106Q (26816.400000 sec): 3 clusters
  Score: Raw -2840543.890803 + Penalty 3339.985034 = -2837203.905769
  nChanged 14
		SP:Iteration 107Q (26816.710000 sec): 3 clusters
  Score: Raw -2840546.077171 + Penalty 3339.985034 = -2837206.092137
  nChanged 8
		SP:Iteration 108Q (26816.970000 sec): 3 clusters
  Score: Raw -2840546.888557 + Penalty 3339.985034 = -2837206.903523
  nChanged 5
		SP:Iteration 109Q (26817.350000 sec): 3 clusters
  Score: Raw -2840548.103073 + Penalty 3339.985034 = -2837208.118039
  nChanged 7
		SP:Iteration 110Q (26817.630000 sec): 3 clusters
  Score: Raw -2840549.346053 + Penalty 3339.985034 = -2837209.361020
  nChanged 7
		SP:Iteration 111Q (26817.950000 sec): 3 clusters
  Score: Raw -2840550.566265 + Penalty 3339.985034 = -2837210.581231
  nChanged 7
		SP:Iteration 112Q (26818.240000 sec): 3 clusters
  Score: Raw -2840551.604341 + Penalty 3339.985034 = -2837211.619307
  nChanged 9
		SP:Iteration 113Q (26818.530000 sec): 3 clusters
  Score: Raw -2840552.787266 + Penalty 3339.985034 = -2837212.802232
  nChanged 13
		SP:Iteration 114Q (26818.830000 sec): 3 clusters
  Score: Raw -2840555.018123 + Penalty 3339.985034 = -2837215.033090
  nChanged 14
		SP:Iteration 115Q (26819.130000 sec): 3 clusters
  Score: Raw -2840557.650745 + Penalty 3339.985034 = -2837217.665712
  nChanged 10
		SP:Iteration 116Q (26819.420000 sec): 3 clusters
  Score: Raw -2840559.587710 + Penalty 3339.985034 = -2837219.602676
  nChanged 11
		SP:Iteration 117Q (26819.790000 sec): 3 clusters
  Score: Raw -2840561.863739 + Penalty 3339.985034 = -2837221.878705
  nChanged 11
		SP:Iteration 118Q (26820.100000 sec): 3 clusters
  Score: Raw -2840563.663934 + Penalty 3339.985034 = -2837223.678900
  nChanged 12
		SP:Iteration 119Q (26820.420000 sec): 3 clusters
  Score: Raw -2840565.399511 + Penalty 3339.985034 = -2837225.414477
  nChanged 12
		SP:Iteration 120F (26820.720000 sec): 3 clusters
  Score: Raw -2840567.439826 + Penalty 3339.985034 = -2837227.454792
  nChanged 14
		SP:Iteration 121Q (26821.010000 sec): 3 clusters
  Score: Raw -2840569.612210 + Penalty 3339.985034 = -2837229.627176
  nChanged 10
		SP:Iteration 122Q (26821.330000 sec): 3 clusters
  Score: Raw -2840572.134025 + Penalty 3339.985034 = -2837232.148991
  nChanged 15
		SP:Iteration 123Q (26821.600000 sec): 3 clusters
  Score: Raw -2840574.717405 + Penalty 3339.985034 = -2837234.732371
  nChanged 16
		SP:Iteration 124Q (26821.830000 sec): 3 clusters
  Score: Raw -2840578.339617 + Penalty 3339.985034 = -2837238.354583
  nChanged 22
		SP:Iteration 125Q (26822.160000 sec): 3 clusters
  Score: Raw -2840582.735063 + Penalty 3339.985034 = -2837242.750029
  nChanged 17
		SP:Iteration 126Q (26822.460000 sec): 3 clusters
  Score: Raw -2840586.078120 + Penalty 3339.985034 = -2837246.093086
  nChanged 14
		SP:Iteration 127Q (26822.750000 sec): 3 clusters
  Score: Raw -2840588.813547 + Penalty 3339.985034 = -2837248.828514
  nChanged 13
		SP:Iteration 128Q (26823.070000 sec): 3 clusters
  Score: Raw -2840590.859061 + Penalty 3339.985034 = -2837250.874027
  nChanged 12
		SP:Iteration 129Q (26823.470000 sec): 3 clusters
  Score: Raw -2840593.190985 + Penalty 3339.985034 = -2837253.205951
  nChanged 13
		SP:Iteration 130Q (26823.800000 sec): 3 clusters
  Score: Raw -2840596.073427 + Penalty 3339.985034 = -2837256.088394
  nChanged 16
		SP:Iteration 131Q (26824.090000 sec): 3 clusters
  Score: Raw -2840598.170278 + Penalty 3339.985034 = -2837258.185244
  nChanged 11
		SP:Iteration 132Q (26824.360000 sec): 3 clusters
  Score: Raw -2840599.724535 + Penalty 3339.985034 = -2837259.739501
  nChanged 8
		SP:Iteration 133Q (26824.690000 sec): 3 clusters
  Score: Raw -2840601.024898 + Penalty 3339.985034 = -2837261.039864
  nChanged 9
		SP:Iteration 134Q (26824.910000 sec): 3 clusters
  Score: Raw -2840602.023228 + Penalty 3339.985034 = -2837262.038194
  nChanged 6
		SP:Iteration 135Q (26825.190000 sec): 3 clusters
  Score: Raw -2840602.740475 + Penalty 3339.985034 = -2837262.755441
  nChanged 5
		SP:Iteration 136Q (26825.450000 sec): 3 clusters
  Score: Raw -2840603.249639 + Penalty 3339.985034 = -2837263.264606
  nChanged 3
		SP:Iteration 137Q (26825.720000 sec): 3 clusters
  Score: Raw -2840603.696243 + Penalty 3339.985034 = -2837263.711209
  nChanged 4
		SP:Iteration 138Q (26826.040000 sec): 3 clusters
  Score: Raw -2840604.604153 + Penalty 3339.985034 = -2837264.619119
  nChanged 8
		SP:Iteration 139Q (26826.360000 sec): 3 clusters
  Score: Raw -2840606.030205 + Penalty 3339.985034 = -2837266.045171
  nChanged 10
		SP:Iteration 140F (26826.640000 sec): 3 clusters
  Score: Raw -2840607.859612 + Penalty 3339.985034 = -2837267.874578
  nChanged 13
		SP:Iteration 141Q (26826.950000 sec): 3 clusters
  Score: Raw -2840610.343442 + Penalty 3339.985034 = -2837270.358408
  nChanged 5
		SP:Iteration 142Q (26827.210000 sec): 3 clusters
  Score: Raw -2840611.095518 + Penalty 3339.985034 = -2837271.110485
  nChanged 7
		SP:Iteration 143Q (26827.520000 sec): 3 clusters
  Score: Raw -2840611.991072 + Penalty 3339.985034 = -2837272.006038
  nChanged 7
		SP:Iteration 144Q (26827.810000 sec): 3 clusters
  Score: Raw -2840613.328586 + Penalty 3339.985034 = -2837273.343553
  nChanged 7
		SP:Iteration 145Q (26828.170000 sec): 3 clusters
  Score: Raw -2840614.363940 + Penalty 3339.985034 = -2837274.378907
  nChanged 6
		SP:Iteration 146Q (26828.470000 sec): 3 clusters
  Score: Raw -2840615.060779 + Penalty 3339.985034 = -2837275.075745
  nChanged 1
		SP:Iteration 147Q (26828.760000 sec): 3 clusters
  Score: Raw -2840615.111084 + Penalty 3339.985034 = -2837275.126050
  nChanged 0
		SP:Iteration 148F (26829.110000 sec): 3 clusters
  Score: Raw -2840615.111084 + Penalty 3339.985034 = -2837275.126050
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (80160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26829.570000 sec): 2 clusters
  Score: Raw -8844891.767406 + Penalty 1834.914236 = -8843056.853170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26830.160000 sec): 3 clusters
  Score: Raw -8793361.409192 + Penalty 3669.828473 = -8789691.580719
  nChanged 38116
		SP:Iteration 1F (26830.710000 sec): 3 clusters
  Score: Raw -8816223.633894 + Penalty 3669.828473 = -8812553.805421
  nChanged 4266
		SP:Iteration 2F (26831.320000 sec): 3 clusters
  Score: Raw -8818038.449623 + Penalty 3669.828473 = -8814368.621150
  nChanged 4672
		SP:Iteration 3F (26831.900000 sec): 3 clusters
  Score: Raw -8820258.288272 + Penalty 3669.828473 = -8816588.459800
  nChanged 4903
		SP:Iteration 4F (26832.430000 sec): 3 clusters
  Score: Raw -8822886.045951 + Penalty 3669.828473 = -8819216.217478
  nChanged 5026
		SP:Iteration 5F (26833.010000 sec): 3 clusters
  Score: Raw -8826011.009906 + Penalty 3669.828473 = -8822341.181433
  nChanged 4935
		SP:Iteration 6F (26833.570000 sec): 3 clusters
  Score: Raw -8829585.774048 + Penalty 3669.828473 = -8825915.945575
  nChanged 4645
		SP:Iteration 7F (26834.210000 sec): 3 clusters
  Score: Raw -8833396.647910 + Penalty 3669.828473 = -8829726.819438
  nChanged 3923
		SP:Iteration 8Q (26834.760000 sec): 3 clusters
  Score: Raw -8836848.671087 + Penalty 3669.828473 = -8833178.842614
  nChanged 3059
		SP:Iteration 9Q (26835.320000 sec): 3 clusters
  Score: Raw -8839529.856837 + Penalty 3669.828473 = -8835860.028365
  nChanged 2255
		SP:Iteration 10Q (26835.900000 sec): 3 clusters
  Score: Raw -8841367.811116 + Penalty 3669.828473 = -8837697.982643
  nChanged 1623
		SP:Iteration 11Q (26836.450000 sec): 3 clusters
  Score: Raw -8842559.047392 + Penalty 3669.828473 = -8838889.218920
  nChanged 1133
		SP:Iteration 12Q (26836.990000 sec): 3 clusters
  Score: Raw -8843316.078194 + Penalty 3669.828473 = -8839646.249722
  nChanged 864
		SP:Iteration 13Q (26837.500000 sec): 3 clusters
  Score: Raw -8843806.735506 + Penalty 3669.828473 = -8840136.907033
  nChanged 710
		SP:Iteration 14Q (26837.960000 sec): 3 clusters
  Score: Raw -8844170.599816 + Penalty 3669.828473 = -8840500.771343
  nChanged 576
		SP:Iteration 15Q (26838.400000 sec): 3 clusters
  Score: Raw -8844439.563384 + Penalty 3669.828473 = -8840769.734911
  nChanged 462
		SP:Iteration 16Q (26838.970000 sec): 3 clusters
  Score: Raw -8844637.195982 + Penalty 3669.828473 = -8840967.367509
  nChanged 380
		SP:Iteration 17Q (26839.510000 sec): 3 clusters
  Score: Raw -8844800.632802 + Penalty 3669.828473 = -8841130.804329
  nChanged 331
		SP:Iteration 18Q (26840.050000 sec): 3 clusters
  Score: Raw -8844931.701783 + Penalty 3669.828473 = -8841261.873310
  nChanged 290
		SP:Iteration 19Q (26840.590000 sec): 3 clusters
  Score: Raw -8845044.516422 + Penalty 3669.828473 = -8841374.687949
  nChanged 270
		SP:Iteration 20F (26841.160000 sec): 3 clusters
  Score: Raw -8845147.391362 + Penalty 3669.828473 = -8841477.562889
  nChanged 237
		SP:Iteration 21Q (26841.720000 sec): 3 clusters
  Score: Raw -8845236.431722 + Penalty 3669.828473 = -8841566.603250
  nChanged 192
		SP:Iteration 22Q (26842.280000 sec): 3 clusters
  Score: Raw -8845308.087701 + Penalty 3669.828473 = -8841638.259228
  nChanged 181
		SP:Iteration 23Q (26842.870000 sec): 3 clusters
  Score: Raw -8845362.510137 + Penalty 3669.828473 = -8841692.681664
  nChanged 139
		SP:Iteration 24Q (26843.380000 sec): 3 clusters
  Score: Raw -8845402.143179 + Penalty 3669.828473 = -8841732.314707
  nChanged 123
		SP:Iteration 25Q (26843.920000 sec): 3 clusters
  Score: Raw -8845435.046877 + Penalty 3669.828473 = -8841765.218404
  nChanged 101
		SP:Iteration 26Q (26844.460000 sec): 3 clusters
  Score: Raw -8845461.320669 + Penalty 3669.828473 = -8841791.492196
  nChanged 84
		SP:Iteration 27Q (26844.980000 sec): 3 clusters
  Score: Raw -8845485.278554 + Penalty 3669.828473 = -8841815.450081
  nChanged 66
		SP:Iteration 28Q (26845.550000 sec): 3 clusters
  Score: Raw -8845504.816184 + Penalty 3669.828473 = -8841834.987712
  nChanged 70
		SP:Iteration 29Q (26846.010000 sec): 3 clusters
  Score: Raw -8845526.509123 + Penalty 3669.828473 = -8841856.680650
  nChanged 80
		SP:Iteration 30Q (26846.530000 sec): 3 clusters
  Score: Raw -8845548.275760 + Penalty 3669.828473 = -8841878.447288
  nChanged 78
		SP:Iteration 31Q (26847.070000 sec): 3 clusters
  Score: Raw -8845575.145642 + Penalty 3669.828473 = -8841905.317169
  nChanged 79
		SP:Iteration 32Q (26847.590000 sec): 3 clusters
  Score: Raw -8845599.113488 + Penalty 3669.828473 = -8841929.285015
  nChanged 75
		SP:Iteration 33Q (26848.100000 sec): 3 clusters
  Score: Raw -8845623.012175 + Penalty 3669.828473 = -8841953.183703
  nChanged 63
		SP:Iteration 34Q (26848.670000 sec): 3 clusters
  Score: Raw -8845640.547463 + Penalty 3669.828473 = -8841970.718990
  nChanged 67
		SP:Iteration 35Q (26849.160000 sec): 3 clusters
  Score: Raw -8845655.748275 + Penalty 3669.828473 = -8841985.919802
  nChanged 46
		SP:Iteration 36Q (26849.650000 sec): 3 clusters
  Score: Raw -8845666.132466 + Penalty 3669.828473 = -8841996.303993
  nChanged 45
		SP:Iteration 37Q (26850.140000 sec): 3 clusters
  Score: Raw -8845676.654608 + Penalty 3669.828473 = -8842006.826136
  nChanged 47
		SP:Iteration 38Q (26850.720000 sec): 3 clusters
  Score: Raw -8845688.633623 + Penalty 3669.828473 = -8842018.805150
  nChanged 47
		SP:Iteration 39Q (26851.310000 sec): 3 clusters
  Score: Raw -8845700.370930 + Penalty 3669.828473 = -8842030.542458
  nChanged 47
		SP:Iteration 40F (26851.900000 sec): 3 clusters
  Score: Raw -8845710.723479 + Penalty 3669.828473 = -8842040.895006
  nChanged 35
		SP:Iteration 41Q (26852.460000 sec): 3 clusters
  Score: Raw -8845719.145389 + Penalty 3669.828473 = -8842049.316916
  nChanged 41
		SP:Iteration 42Q (26852.980000 sec): 3 clusters
  Score: Raw -8845728.745591 + Penalty 3669.828473 = -8842058.917118
  nChanged 32
		SP:Iteration 43Q (26853.530000 sec): 3 clusters
  Score: Raw -8845735.656659 + Penalty 3669.828473 = -8842065.828186
  nChanged 23
		SP:Iteration 44Q (26854.080000 sec): 3 clusters
  Score: Raw -8845740.546724 + Penalty 3669.828473 = -8842070.718251
  nChanged 25
		SP:Iteration 45Q (26854.690000 sec): 3 clusters
  Score: Raw -8845745.665153 + Penalty 3669.828473 = -8842075.836680
  nChanged 24
		SP:Iteration 46Q (26855.300000 sec): 3 clusters
  Score: Raw -8845750.493486 + Penalty 3669.828473 = -8842080.665013
  nChanged 21
		SP:Iteration 47Q (26855.930000 sec): 3 clusters
  Score: Raw -8845754.515513 + Penalty 3669.828473 = -8842084.687040
  nChanged 22
		SP:Iteration 48Q (26856.570000 sec): 3 clusters
  Score: Raw -8845758.990523 + Penalty 3669.828473 = -8842089.162050
  nChanged 17
		SP:Iteration 49Q (26857.110000 sec): 3 clusters
  Score: Raw -8845762.288107 + Penalty 3669.828473 = -8842092.459634
  nChanged 18
		SP:Iteration 50Q (26857.640000 sec): 3 clusters
  Score: Raw -8845766.046003 + Penalty 3669.828473 = -8842096.217530
  nChanged 20
		SP:Iteration 51Q (26858.240000 sec): 3 clusters
  Score: Raw -8845769.468727 + Penalty 3669.828473 = -8842099.640254
  nChanged 17
		SP:Iteration 52Q (26858.790000 sec): 3 clusters
  Score: Raw -8845772.532811 + Penalty 3669.828473 = -8842102.704338
  nChanged 12
		SP:Iteration 53Q (26859.310000 sec): 3 clusters
  Score: Raw -8845774.335320 + Penalty 3669.828473 = -8842104.506847
  nChanged 7
		SP:Iteration 54Q (26859.890000 sec): 3 clusters
  Score: Raw -8845775.491205 + Penalty 3669.828473 = -8842105.662732
  nChanged 7
		SP:Iteration 55Q (26860.480000 sec): 3 clusters
  Score: Raw -8845776.567526 + Penalty 3669.828473 = -8842106.739053
  nChanged 4
		SP:Iteration 56Q (26861.030000 sec): 3 clusters
  Score: Raw -8845777.825084 + Penalty 3669.828473 = -8842107.996611
  nChanged 10
		SP:Iteration 57Q (26861.540000 sec): 3 clusters
  Score: Raw -8845779.730771 + Penalty 3669.828473 = -8842109.902298
  nChanged 9
		SP:Iteration 58Q (26862.010000 sec): 3 clusters
  Score: Raw -8845780.829228 + Penalty 3669.828473 = -8842111.000755
  nChanged 6
		SP:Iteration 59Q (26862.480000 sec): 3 clusters
  Score: Raw -8845781.433613 + Penalty 3669.828473 = -8842111.605140
  nChanged 4
		SP:Iteration 60F (26862.960000 sec): 3 clusters
  Score: Raw -8845781.878568 + Penalty 3669.828473 = -8842112.050095
  nChanged 3
		SP:Iteration 61Q (26863.430000 sec): 3 clusters
  Score: Raw -8845782.184951 + Penalty 3669.828473 = -8842112.356478
  nChanged 3
		SP:Iteration 62Q (26863.970000 sec): 3 clusters
  Score: Raw -8845782.563527 + Penalty 3669.828473 = -8842112.735054
  nChanged 3
		SP:Iteration 63Q (26864.490000 sec): 3 clusters
  Score: Raw -8845783.056547 + Penalty 3669.828473 = -8842113.228074
  nChanged 2
		SP:Iteration 64Q (26865.090000 sec): 3 clusters
  Score: Raw -8845783.287168 + Penalty 3669.828473 = -8842113.458695
  nChanged 1
		SP:Iteration 65Q (26865.660000 sec): 3 clusters
  Score: Raw -8845783.379913 + Penalty 3669.828473 = -8842113.551440
  nChanged 3
		SP:Iteration 66Q (26866.210000 sec): 3 clusters
  Score: Raw -8845783.690930 + Penalty 3669.828473 = -8842113.862458
  nChanged 2
		SP:Iteration 67Q (26866.700000 sec): 3 clusters
  Score: Raw -8845783.918664 + Penalty 3669.828473 = -8842114.090191
  nChanged 1
		SP:Iteration 68Q (26867.190000 sec): 3 clusters
  Score: Raw -8845784.060752 + Penalty 3669.828473 = -8842114.232279
  nChanged 1
		SP:Iteration 69Q (26867.690000 sec): 3 clusters
  Score: Raw -8845784.138212 + Penalty 3669.828473 = -8842114.309739
  nChanged 0
		SP:Iteration 70F (26868.210000 sec): 3 clusters
  Score: Raw -8845784.138212 + Penalty 3669.828473 = -8842114.309739
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (27908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26868.460000 sec): 2 clusters
  Score: Raw -2972743.746920 + Penalty 1663.458658 = -2971080.288262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26868.770000 sec): 3 clusters
  Score: Raw -2955500.085608 + Penalty 3326.917316 = -2952173.168291
  nChanged 12972
		SP:Iteration 1F (26869.100000 sec): 3 clusters
  Score: Raw -2963057.497063 + Penalty 3326.917316 = -2959730.579746
  nChanged 1677
		SP:Iteration 2F (26869.430000 sec): 3 clusters
  Score: Raw -2963999.057577 + Penalty 3326.917316 = -2960672.140261
  nChanged 1737
		SP:Iteration 3F (26869.760000 sec): 3 clusters
  Score: Raw -2965065.999627 + Penalty 3326.917316 = -2961739.082311
  nChanged 1739
		SP:Iteration 4F (26870.090000 sec): 3 clusters
  Score: Raw -2966190.704589 + Penalty 3326.917316 = -2962863.787272
  nChanged 1685
		SP:Iteration 5F (26870.410000 sec): 3 clusters
  Score: Raw -2967271.357269 + Penalty 3326.917316 = -2963944.439953
  nChanged 1629
		SP:Iteration 6F (26870.850000 sec): 3 clusters
  Score: Raw -2968335.224432 + Penalty 3326.917316 = -2965008.307116
  nChanged 1441
		SP:Iteration 7F (26871.200000 sec): 3 clusters
  Score: Raw -2969190.284330 + Penalty 3326.917316 = -2965863.367014
  nChanged 1206
		SP:Iteration 8Q (26871.540000 sec): 3 clusters
  Score: Raw -2969898.612500 + Penalty 3326.917316 = -2966571.695184
  nChanged 1009
		SP:Iteration 9Q (26871.860000 sec): 3 clusters
  Score: Raw -2970433.685802 + Penalty 3326.917316 = -2967106.768486
  nChanged 775
		SP:Iteration 10Q (26872.200000 sec): 3 clusters
  Score: Raw -2970810.523147 + Penalty 3326.917316 = -2967483.605831
  nChanged 644
		SP:Iteration 11Q (26872.560000 sec): 3 clusters
  Score: Raw -2971070.543311 + Penalty 3326.917316 = -2967743.625995
  nChanged 525
		SP:Iteration 12Q (26872.870000 sec): 3 clusters
  Score: Raw -2971261.686784 + Penalty 3326.917316 = -2967934.769468
  nChanged 454
		SP:Iteration 13Q (26873.210000 sec): 3 clusters
  Score: Raw -2971418.762235 + Penalty 3326.917316 = -2968091.844919
  nChanged 385
		SP:Iteration 14Q (26873.530000 sec): 3 clusters
  Score: Raw -2971542.230035 + Penalty 3326.917316 = -2968215.312719
  nChanged 399
		SP:Iteration 15Q (26873.870000 sec): 3 clusters
  Score: Raw -2971675.318913 + Penalty 3326.917316 = -2968348.401596
  nChanged 366
		SP:Iteration 16Q (26874.210000 sec): 3 clusters
  Score: Raw -2971801.311801 + Penalty 3326.917316 = -2968474.394485
  nChanged 352
		SP:Iteration 17Q (26874.490000 sec): 3 clusters
  Score: Raw -2971923.274827 + Penalty 3326.917316 = -2968596.357510
  nChanged 320
		SP:Iteration 18Q (26874.840000 sec): 3 clusters
  Score: Raw -2972034.807365 + Penalty 3326.917316 = -2968707.890049
  nChanged 314
		SP:Iteration 19Q (26875.150000 sec): 3 clusters
  Score: Raw -2972150.652151 + Penalty 3326.917316 = -2968823.734835
  nChanged 315
		SP:Iteration 20F (26875.470000 sec): 3 clusters
  Score: Raw -2972256.365393 + Penalty 3326.917316 = -2968929.448077
  nChanged 257
		SP:Iteration 21Q (26875.770000 sec): 3 clusters
  Score: Raw -2972335.282659 + Penalty 3326.917316 = -2969008.365343
  nChanged 214
		SP:Iteration 22Q (26876.110000 sec): 3 clusters
  Score: Raw -2972399.153789 + Penalty 3326.917316 = -2969072.236472
  nChanged 220
		SP:Iteration 23Q (26876.430000 sec): 3 clusters
  Score: Raw -2972475.112254 + Penalty 3326.917316 = -2969148.194938
  nChanged 219
		SP:Iteration 24Q (26876.760000 sec): 3 clusters
  Score: Raw -2972553.604394 + Penalty 3326.917316 = -2969226.687078
  nChanged 217
		SP:Iteration 25Q (26877.060000 sec): 3 clusters
  Score: Raw -2972633.765918 + Penalty 3326.917316 = -2969306.848602
  nChanged 205
		SP:Iteration 26Q (26877.420000 sec): 3 clusters
  Score: Raw -2972706.316167 + Penalty 3326.917316 = -2969379.398851
  nChanged 201
		SP:Iteration 27Q (26877.770000 sec): 3 clusters
  Score: Raw -2972777.941623 + Penalty 3326.917316 = -2969451.024307
  nChanged 188
		SP:Iteration 28Q (26878.160000 sec): 3 clusters
  Score: Raw -2972847.307976 + Penalty 3326.917316 = -2969520.390660
  nChanged 179
		SP:Iteration 29Q (26878.460000 sec): 3 clusters
  Score: Raw -2972910.331225 + Penalty 3326.917316 = -2969583.413908
  nChanged 146
		SP:Iteration 30Q (26878.830000 sec): 3 clusters
  Score: Raw -2972963.672380 + Penalty 3326.917316 = -2969636.755064
  nChanged 139
		SP:Iteration 31Q (26879.160000 sec): 3 clusters
  Score: Raw -2973017.422131 + Penalty 3326.917316 = -2969690.504815
  nChanged 128
		SP:Iteration 32Q (26879.450000 sec): 3 clusters
  Score: Raw -2973068.841095 + Penalty 3326.917316 = -2969741.923779
  nChanged 131
		SP:Iteration 33Q (26879.800000 sec): 3 clusters
  Score: Raw -2973122.721443 + Penalty 3326.917316 = -2969795.804127
  nChanged 119
		SP:Iteration 34Q (26880.120000 sec): 3 clusters
  Score: Raw -2973176.069547 + Penalty 3326.917316 = -2969849.152231
  nChanged 103
		SP:Iteration 35Q (26880.410000 sec): 3 clusters
  Score: Raw -2973227.357846 + Penalty 3326.917316 = -2969900.440530
  nChanged 99
		SP:Iteration 36Q (26880.690000 sec): 3 clusters
  Score: Raw -2973271.649140 + Penalty 3326.917316 = -2969944.731823
  nChanged 83
		SP:Iteration 37Q (26880.990000 sec): 3 clusters
  Score: Raw -2973310.045344 + Penalty 3326.917316 = -2969983.128028
  nChanged 85
		SP:Iteration 38Q (26881.310000 sec): 3 clusters
  Score: Raw -2973346.082553 + Penalty 3326.917316 = -2970019.165237
  nChanged 86
		SP:Iteration 39Q (26881.640000 sec): 3 clusters
  Score: Raw -2973382.927861 + Penalty 3326.917316 = -2970056.010544
  nChanged 72
		SP:Iteration 40F (26881.980000 sec): 3 clusters
  Score: Raw -2973411.261697 + Penalty 3326.917316 = -2970084.344381
  nChanged 70
		SP:Iteration 41Q (26882.320000 sec): 3 clusters
  Score: Raw -2973439.195758 + Penalty 3326.917316 = -2970112.278442
  nChanged 59
		SP:Iteration 42Q (26882.640000 sec): 3 clusters
  Score: Raw -2973460.199348 + Penalty 3326.917316 = -2970133.282032
  nChanged 56
		SP:Iteration 43Q (26882.950000 sec): 3 clusters
  Score: Raw -2973476.617221 + Penalty 3326.917316 = -2970149.699905
  nChanged 30
		SP:Iteration 44Q (26883.280000 sec): 3 clusters
  Score: Raw -2973483.054203 + Penalty 3326.917316 = -2970156.136887
  nChanged 23
		SP:Iteration 45Q (26883.620000 sec): 3 clusters
  Score: Raw -2973488.972937 + Penalty 3326.917316 = -2970162.055621
  nChanged 21
		SP:Iteration 46Q (26883.970000 sec): 3 clusters
  Score: Raw -2973494.552033 + Penalty 3326.917316 = -2970167.634717
  nChanged 25
		SP:Iteration 47Q (26884.300000 sec): 3 clusters
  Score: Raw -2973499.128931 + Penalty 3326.917316 = -2970172.211615
  nChanged 21
		SP:Iteration 48Q (26884.640000 sec): 3 clusters
  Score: Raw -2973504.444237 + Penalty 3326.917316 = -2970177.526921
  nChanged 22
		SP:Iteration 49Q (26885.020000 sec): 3 clusters
  Score: Raw -2973510.230422 + Penalty 3326.917316 = -2970183.313106
  nChanged 18
		SP:Iteration 50Q (26885.320000 sec): 3 clusters
  Score: Raw -2973514.003517 + Penalty 3326.917316 = -2970187.086201
  nChanged 14
		SP:Iteration 51Q (26885.610000 sec): 3 clusters
  Score: Raw -2973518.448600 + Penalty 3326.917316 = -2970191.531284
  nChanged 13
		SP:Iteration 52Q (26885.920000 sec): 3 clusters
  Score: Raw -2973521.758035 + Penalty 3326.917316 = -2970194.840719
  nChanged 13
		SP:Iteration 53Q (26886.240000 sec): 3 clusters
  Score: Raw -2973524.298111 + Penalty 3326.917316 = -2970197.380795
  nChanged 6
		SP:Iteration 54Q (26886.570000 sec): 3 clusters
  Score: Raw -2973525.757657 + Penalty 3326.917316 = -2970198.840340
  nChanged 7
		SP:Iteration 55Q (26886.870000 sec): 3 clusters
  Score: Raw -2973526.848739 + Penalty 3326.917316 = -2970199.931423
  nChanged 4
		SP:Iteration 56Q (26887.240000 sec): 3 clusters
  Score: Raw -2973527.758354 + Penalty 3326.917316 = -2970200.841038
  nChanged 5
		SP:Iteration 57Q (26887.550000 sec): 3 clusters
  Score: Raw -2973528.952183 + Penalty 3326.917316 = -2970202.034867
  nChanged 7
		SP:Iteration 58Q (26887.900000 sec): 3 clusters
  Score: Raw -2973530.537811 + Penalty 3326.917316 = -2970203.620495
  nChanged 10
		SP:Iteration 59Q (26888.230000 sec): 3 clusters
  Score: Raw -2973532.381169 + Penalty 3326.917316 = -2970205.463852
  nChanged 5
		SP:Iteration 60F (26888.540000 sec): 3 clusters
  Score: Raw -2973533.258775 + Penalty 3326.917316 = -2970206.341459
  nChanged 4
		SP:Iteration 61Q (26888.810000 sec): 3 clusters
  Score: Raw -2973533.908766 + Penalty 3326.917316 = -2970206.991450
  nChanged 4
		SP:Iteration 62Q (26889.150000 sec): 3 clusters
  Score: Raw -2973534.568188 + Penalty 3326.917316 = -2970207.650871
  nChanged 1
		SP:Iteration 63Q (26889.490000 sec): 3 clusters
  Score: Raw -2973534.759867 + Penalty 3326.917316 = -2970207.842551
  nChanged 3
		SP:Iteration 64Q (26889.810000 sec): 3 clusters
  Score: Raw -2973535.255818 + Penalty 3326.917316 = -2970208.338502
  nChanged 3
		SP:Iteration 65Q (26890.080000 sec): 3 clusters
  Score: Raw -2973535.537504 + Penalty 3326.917316 = -2970208.620188
  nChanged 2
		SP:Iteration 66Q (26890.400000 sec): 3 clusters
  Score: Raw -2973535.723222 + Penalty 3326.917316 = -2970208.805906
  nChanged 1
		SP:Iteration 67Q (26890.680000 sec): 3 clusters
  Score: Raw -2973535.954630 + Penalty 3326.917316 = -2970209.037314
  nChanged 1
		SP:Iteration 68Q (26891.020000 sec): 3 clusters
  Score: Raw -2973536.095727 + Penalty 3326.917316 = -2970209.178411
  nChanged 2
		SP:Iteration 69Q (26891.360000 sec): 3 clusters
  Score: Raw -2973536.682433 + Penalty 3326.917316 = -2970209.765117
  nChanged 2
		SP:Iteration 70Q (26891.690000 sec): 3 clusters
  Score: Raw -2973536.967707 + Penalty 3326.917316 = -2970210.050391
  nChanged 1
		SP:Iteration 71Q (26891.970000 sec): 3 clusters
  Score: Raw -2973537.099370 + Penalty 3326.917316 = -2970210.182054
  nChanged 2
		SP:Iteration 72Q (26892.320000 sec): 3 clusters
  Score: Raw -2973537.259628 + Penalty 3326.917316 = -2970210.342312
  nChanged 0
		SP:Iteration 73F (26892.680000 sec): 3 clusters
  Score: Raw -2973537.259628 + Penalty 3326.917316 = -2970210.342312
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (11762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26892.820000 sec): 2 clusters
  Score: Raw -1181530.789555 + Penalty 1523.052257 = -1180007.737298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26893.080000 sec): 3 clusters
  Score: Raw -1174787.252437 + Penalty 3046.104514 = -1171741.147922
  nChanged 5161
		SP:Iteration 1F (26893.360000 sec): 3 clusters
  Score: Raw -1177649.506509 + Penalty 3046.104514 = -1174603.401995
  nChanged 760
		SP:Iteration 2F (26893.620000 sec): 3 clusters
  Score: Raw -1178031.478973 + Penalty 3046.104514 = -1174985.374459
  nChanged 723
		SP:Iteration 3F (26893.900000 sec): 3 clusters
  Score: Raw -1178417.142398 + Penalty 3046.104514 = -1175371.037883
  nChanged 638
		SP:Iteration 4F (26894.130000 sec): 3 clusters
  Score: Raw -1178759.780759 + Penalty 3046.104514 = -1175713.676245
  nChanged 613
		SP:Iteration 5F (26894.400000 sec): 3 clusters
  Score: Raw -1179136.997418 + Penalty 3046.104514 = -1176090.892903
  nChanged 612
		SP:Iteration 6F (26894.640000 sec): 3 clusters
  Score: Raw -1179489.677534 + Penalty 3046.104514 = -1176443.573019
  nChanged 567
		SP:Iteration 7Q (26894.890000 sec): 3 clusters
  Score: Raw -1179815.848087 + Penalty 3046.104514 = -1176769.743572
  nChanged 521
		SP:Iteration 8Q (26895.170000 sec): 3 clusters
  Score: Raw -1180147.713492 + Penalty 3046.104514 = -1177101.608978
  nChanged 477
		SP:Iteration 9Q (26895.430000 sec): 3 clusters
  Score: Raw -1180431.518126 + Penalty 3046.104514 = -1177385.413612
  nChanged 402
		SP:Iteration 10Q (26895.660000 sec): 3 clusters
  Score: Raw -1180615.527445 + Penalty 3046.104514 = -1177569.422930
  nChanged 320
		SP:Iteration 11Q (26895.940000 sec): 3 clusters
  Score: Raw -1180746.192559 + Penalty 3046.104514 = -1177700.088045
  nChanged 223
		SP:Iteration 12Q (26896.170000 sec): 3 clusters
  Score: Raw -1180824.240392 + Penalty 3046.104514 = -1177778.135877
  nChanged 168
		SP:Iteration 13Q (26896.440000 sec): 3 clusters
  Score: Raw -1180877.895250 + Penalty 3046.104514 = -1177831.790735
  nChanged 135
		SP:Iteration 14Q (26896.700000 sec): 3 clusters
  Score: Raw -1180927.166626 + Penalty 3046.104514 = -1177881.062112
  nChanged 153
		SP:Iteration 15Q (26896.970000 sec): 3 clusters
  Score: Raw -1180979.258339 + Penalty 3046.104514 = -1177933.153824
  nChanged 140
		SP:Iteration 16Q (26897.230000 sec): 3 clusters
  Score: Raw -1181023.758960 + Penalty 3046.104514 = -1177977.654445
  nChanged 136
		SP:Iteration 17Q (26897.490000 sec): 3 clusters
  Score: Raw -1181065.965507 + Penalty 3046.104514 = -1178019.860993
  nChanged 130
		SP:Iteration 18Q (26897.800000 sec): 3 clusters
  Score: Raw -1181107.096288 + Penalty 3046.104514 = -1178060.991774
  nChanged 132
		SP:Iteration 19Q (26898.000000 sec): 3 clusters
  Score: Raw -1181139.464403 + Penalty 3046.104514 = -1178093.359889
  nChanged 121
		SP:Iteration 20F (26898.260000 sec): 3 clusters
  Score: Raw -1181170.381175 + Penalty 3046.104514 = -1178124.276661
  nChanged 102
		SP:Iteration 21Q (26898.490000 sec): 3 clusters
  Score: Raw -1181201.532300 + Penalty 3046.104514 = -1178155.427786
  nChanged 93
		SP:Iteration 22Q (26898.700000 sec): 3 clusters
  Score: Raw -1181228.831606 + Penalty 3046.104514 = -1178182.727091
  nChanged 98
		SP:Iteration 23Q (26898.940000 sec): 3 clusters
  Score: Raw -1181251.542179 + Penalty 3046.104514 = -1178205.437664
  nChanged 69
		SP:Iteration 24Q (26899.170000 sec): 3 clusters
  Score: Raw -1181264.642764 + Penalty 3046.104514 = -1178218.538250
  nChanged 51
		SP:Iteration 25Q (26899.380000 sec): 3 clusters
  Score: Raw -1181273.988667 + Penalty 3046.104514 = -1178227.884152
  nChanged 44
		SP:Iteration 26Q (26899.570000 sec): 3 clusters
  Score: Raw -1181281.705775 + Penalty 3046.104514 = -1178235.601260
  nChanged 41
		SP:Iteration 27Q (26899.790000 sec): 3 clusters
  Score: Raw -1181289.765706 + Penalty 3046.104514 = -1178243.661192
  nChanged 43
		SP:Iteration 28Q (26900.000000 sec): 3 clusters
  Score: Raw -1181296.465065 + Penalty 3046.104514 = -1178250.360551
  nChanged 38
		SP:Iteration 29Q (26900.200000 sec): 3 clusters
  Score: Raw -1181301.465960 + Penalty 3046.104514 = -1178255.361446
  nChanged 28
		SP:Iteration 30Q (26900.420000 sec): 3 clusters
  Score: Raw -1181305.207835 + Penalty 3046.104514 = -1178259.103321
  nChanged 30
		SP:Iteration 31Q (26900.650000 sec): 3 clusters
  Score: Raw -1181309.353313 + Penalty 3046.104514 = -1178263.248798
  nChanged 30
		SP:Iteration 32Q (26900.870000 sec): 3 clusters
  Score: Raw -1181313.099634 + Penalty 3046.104514 = -1178266.995120
  nChanged 28
		SP:Iteration 33Q (26901.080000 sec): 3 clusters
  Score: Raw -1181317.426103 + Penalty 3046.104514 = -1178271.321589
  nChanged 24
		SP:Iteration 34Q (26901.320000 sec): 3 clusters
  Score: Raw -1181320.940944 + Penalty 3046.104514 = -1178274.836430
  nChanged 21
		SP:Iteration 35Q (26901.570000 sec): 3 clusters
  Score: Raw -1181323.485006 + Penalty 3046.104514 = -1178277.380492
  nChanged 23
		SP:Iteration 36Q (26901.780000 sec): 3 clusters
  Score: Raw -1181326.790335 + Penalty 3046.104514 = -1178280.685821
  nChanged 23
		SP:Iteration 37Q (26902.060000 sec): 3 clusters
  Score: Raw -1181329.973142 + Penalty 3046.104514 = -1178283.868628
  nChanged 23
		SP:Iteration 38Q (26902.260000 sec): 3 clusters
  Score: Raw -1181332.508659 + Penalty 3046.104514 = -1178286.404144
  nChanged 20
		SP:Iteration 39Q (26902.560000 sec): 3 clusters
  Score: Raw -1181335.152727 + Penalty 3046.104514 = -1178289.048212
  nChanged 17
		SP:Iteration 40F (26902.790000 sec): 3 clusters
  Score: Raw -1181337.512973 + Penalty 3046.104514 = -1178291.408459
  nChanged 19
		SP:Iteration 41Q (26903.060000 sec): 3 clusters
  Score: Raw -1181340.111253 + Penalty 3046.104514 = -1178294.006738
  nChanged 10
		SP:Iteration 42Q (26903.270000 sec): 3 clusters
  Score: Raw -1181341.757439 + Penalty 3046.104514 = -1178295.652925
  nChanged 13
		SP:Iteration 43Q (26903.520000 sec): 3 clusters
  Score: Raw -1181342.899869 + Penalty 3046.104514 = -1178296.795355
  nChanged 12
		SP:Iteration 44Q (26903.780000 sec): 3 clusters
  Score: Raw -1181343.983827 + Penalty 3046.104514 = -1178297.879313
  nChanged 6
		SP:Iteration 45Q (26904.130000 sec): 3 clusters
  Score: Raw -1181344.570629 + Penalty 3046.104514 = -1178298.466114
  nChanged 8
		SP:Iteration 46Q (26904.340000 sec): 3 clusters
  Score: Raw -1181345.146495 + Penalty 3046.104514 = -1178299.041981
  nChanged 11
		SP:Iteration 47Q (26904.600000 sec): 3 clusters
  Score: Raw -1181346.265559 + Penalty 3046.104514 = -1178300.161044
  nChanged 6
		SP:Iteration 48Q (26904.800000 sec): 3 clusters
  Score: Raw -1181346.849487 + Penalty 3046.104514 = -1178300.744973
  nChanged 10
		SP:Iteration 49Q (26905.040000 sec): 3 clusters
  Score: Raw -1181347.873685 + Penalty 3046.104514 = -1178301.769170
  nChanged 8
		SP:Iteration 50Q (26905.270000 sec): 3 clusters
  Score: Raw -1181348.690374 + Penalty 3046.104514 = -1178302.585860
  nChanged 10
		SP:Iteration 51Q (26905.500000 sec): 3 clusters
  Score: Raw -1181349.569616 + Penalty 3046.104514 = -1178303.465101
  nChanged 11
		SP:Iteration 52Q (26905.730000 sec): 3 clusters
  Score: Raw -1181350.555237 + Penalty 3046.104514 = -1178304.450723
  nChanged 10
		SP:Iteration 53Q (26905.980000 sec): 3 clusters
  Score: Raw -1181351.494159 + Penalty 3046.104514 = -1178305.389645
  nChanged 6
		SP:Iteration 54Q (26906.200000 sec): 3 clusters
  Score: Raw -1181352.028741 + Penalty 3046.104514 = -1178305.924227
  nChanged 3
		SP:Iteration 55Q (26906.460000 sec): 3 clusters
  Score: Raw -1181352.284959 + Penalty 3046.104514 = -1178306.180445
  nChanged 2
		SP:Iteration 56Q (26906.690000 sec): 3 clusters
  Score: Raw -1181352.414830 + Penalty 3046.104514 = -1178306.310316
  nChanged 2
		SP:Iteration 57Q (26906.950000 sec): 3 clusters
  Score: Raw -1181352.551765 + Penalty 3046.104514 = -1178306.447250
  nChanged 1
		SP:Iteration 58Q (26907.190000 sec): 3 clusters
  Score: Raw -1181352.840575 + Penalty 3046.104514 = -1178306.736061
  nChanged 1
		SP:Iteration 59Q (26907.380000 sec): 3 clusters
  Score: Raw -1181352.889334 + Penalty 3046.104514 = -1178306.784819
  nChanged 0
		SP:Iteration 60F (26907.640000 sec): 3 clusters
  Score: Raw -1181352.889334 + Penalty 3046.104514 = -1178306.784819
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (267187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26908.880000 sec): 2 clusters
  Score: Raw -30885168.666675 + Penalty 2030.551911 = -30883138.114764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26910.210000 sec): 3 clusters
  Score: Raw -30706584.987683 + Penalty 4061.103822 = -30702523.883862
  nChanged 130535
		SP:Iteration 1F (26911.430000 sec): 3 clusters
  Score: Raw -30785122.916541 + Penalty 4061.103822 = -30781061.812719
  nChanged 8501
		SP:Iteration 2Q (26912.780000 sec): 3 clusters
  Score: Raw -30787268.875841 + Penalty 4061.103822 = -30783207.772019
  nChanged 9773
		SP:Iteration 3Q (26914.130000 sec): 3 clusters
  Score: Raw -30790218.924358 + Penalty 4061.103822 = -30786157.820537
  nChanged 11445
		SP:Iteration 4Q (26915.450000 sec): 3 clusters
  Score: Raw -30794330.973418 + Penalty 4061.103822 = -30790269.869596
  nChanged 13369
		SP:Iteration 5F (26916.720000 sec): 3 clusters
  Score: Raw -30800050.515656 + Penalty 4061.103822 = -30795989.411835
  nChanged 15295
		SP:Iteration 6F (26918.060000 sec): 3 clusters
  Score: Raw -30807858.945321 + Penalty 4061.103822 = -30803797.841500
  nChanged 16688
		SP:Iteration 7F (26919.450000 sec): 3 clusters
  Score: Raw -30818198.507418 + Penalty 4061.103822 = -30814137.403596
  nChanged 17777
		SP:Iteration 8F (26920.770000 sec): 3 clusters
  Score: Raw -30831253.153757 + Penalty 4061.103822 = -30827192.049936
  nChanged 17235
		SP:Iteration 9F (26922.240000 sec): 3 clusters
  Score: Raw -30845677.891364 + Penalty 4061.103822 = -30841616.787543
  nChanged 14841
		SP:Iteration 10F (26923.700000 sec): 3 clusters
  Score: Raw -30858772.493482 + Penalty 4061.103822 = -30854711.389660
  nChanged 11365
		SP:Iteration 11Q (26925.120000 sec): 3 clusters
  Score: Raw -30868788.096256 + Penalty 4061.103822 = -30864726.992435
  nChanged 7946
		SP:Iteration 12Q (26926.770000 sec): 3 clusters
  Score: Raw -30875377.099975 + Penalty 4061.103822 = -30871315.996153
  nChanged 5266
		SP:Iteration 13Q (26928.380000 sec): 3 clusters
  Score: Raw -30879300.789000 + Penalty 4061.103822 = -30875239.685178
  nChanged 3559
		SP:Iteration 14Q (26929.910000 sec): 3 clusters
  Score: Raw -30881694.279762 + Penalty 4061.103822 = -30877633.175940
  nChanged 2504
		SP:Iteration 15Q (26931.150000 sec): 3 clusters
  Score: Raw -30883247.871745 + Penalty 4061.103822 = -30879186.767923
  nChanged 1763
		SP:Iteration 16Q (26932.350000 sec): 3 clusters
  Score: Raw -30884281.460428 + Penalty 4061.103822 = -30880220.356606
  nChanged 1177
		SP:Iteration 17Q (26933.530000 sec): 3 clusters
  Score: Raw -30884895.209361 + Penalty 4061.103822 = -30880834.105539
  nChanged 824
		SP:Iteration 18Q (26934.590000 sec): 3 clusters
  Score: Raw -30885264.997469 + Penalty 4061.103822 = -30881203.893647
  nChanged 566
		SP:Iteration 19Q (26935.690000 sec): 3 clusters
  Score: Raw -30885488.481201 + Penalty 4061.103822 = -30881427.377380
  nChanged 389
		SP:Iteration 20F (26937.010000 sec): 3 clusters
  Score: Raw -30885627.038705 + Penalty 4061.103822 = -30881565.934883
  nChanged 292
		SP:Iteration 21Q (26938.170000 sec): 3 clusters
  Score: Raw -30885727.923773 + Penalty 4061.103822 = -30881666.819951
  nChanged 191
		SP:Iteration 22Q (26939.310000 sec): 3 clusters
  Score: Raw -30885786.310321 + Penalty 4061.103822 = -30881725.206499
  nChanged 137
		SP:Iteration 23Q (26940.450000 sec): 3 clusters
  Score: Raw -30885823.557588 + Penalty 4061.103822 = -30881762.453766
  nChanged 111
		SP:Iteration 24Q (26941.770000 sec): 3 clusters
  Score: Raw -30885849.863882 + Penalty 4061.103822 = -30881788.760060
  nChanged 74
		SP:Iteration 25Q (26943.060000 sec): 3 clusters
  Score: Raw -30885868.959015 + Penalty 4061.103822 = -30881807.855193
  nChanged 80
		SP:Iteration 26Q (26944.330000 sec): 3 clusters
  Score: Raw -30885893.562956 + Penalty 4061.103822 = -30881832.459135
  nChanged 66
		SP:Iteration 27Q (26945.820000 sec): 3 clusters
  Score: Raw -30885910.785361 + Penalty 4061.103822 = -30881849.681539
  nChanged 56
		SP:Iteration 28Q (26947.110000 sec): 3 clusters
  Score: Raw -30885924.861966 + Penalty 4061.103822 = -30881863.758144
  nChanged 54
		SP:Iteration 29Q (26948.420000 sec): 3 clusters
  Score: Raw -30885940.697874 + Penalty 4061.103822 = -30881879.594052
  nChanged 52
		SP:Iteration 30Q (26949.680000 sec): 3 clusters
  Score: Raw -30885953.578845 + Penalty 4061.103822 = -30881892.475023
  nChanged 45
		SP:Iteration 31Q (26951.160000 sec): 3 clusters
  Score: Raw -30885965.919199 + Penalty 4061.103822 = -30881904.815377
  nChanged 35
		SP:Iteration 32Q (26952.380000 sec): 3 clusters
  Score: Raw -30885973.182910 + Penalty 4061.103822 = -30881912.079088
  nChanged 26
		SP:Iteration 33Q (26953.550000 sec): 3 clusters
  Score: Raw -30885978.604454 + Penalty 4061.103822 = -30881917.500632
  nChanged 14
		SP:Iteration 34Q (26954.810000 sec): 3 clusters
  Score: Raw -30885981.124110 + Penalty 4061.103822 = -30881920.020288
  nChanged 10
		SP:Iteration 35Q (26955.840000 sec): 3 clusters
  Score: Raw -30885982.403228 + Penalty 4061.103822 = -30881921.299406
  nChanged 9
		SP:Iteration 36Q (26956.980000 sec): 3 clusters
  Score: Raw -30885983.939537 + Penalty 4061.103822 = -30881922.835715
  nChanged 6
		SP:Iteration 37Q (26958.240000 sec): 3 clusters
  Score: Raw -30885984.689218 + Penalty 4061.103822 = -30881923.585396
  nChanged 2
		SP:Iteration 38Q (26959.370000 sec): 3 clusters
  Score: Raw -30885984.922643 + Penalty 4061.103822 = -30881923.818821
  nChanged 2
		SP:Iteration 39Q (26960.370000 sec): 3 clusters
  Score: Raw -30885985.316016 + Penalty 4061.103822 = -30881924.212195
  nChanged 1
		SP:Iteration 40F (26961.750000 sec): 3 clusters
  Score: Raw -30885985.410491 + Penalty 4061.103822 = -30881924.306669
  nChanged 1
		SP:Iteration 41Q (26963.060000 sec): 3 clusters
  Score: Raw -30885985.583857 + Penalty 4061.103822 = -30881924.480035
  nChanged 2
		SP:Iteration 42Q (26964.260000 sec): 3 clusters
  Score: Raw -30885985.858286 + Penalty 4061.103822 = -30881924.754464
  nChanged 1
		SP:Iteration 43Q (26965.590000 sec): 3 clusters
  Score: Raw -30885986.049634 + Penalty 4061.103822 = -30881924.945812
  nChanged 1
		SP:Iteration 44Q (26966.730000 sec): 3 clusters
  Score: Raw -30885986.164282 + Penalty 4061.103822 = -30881925.060460
  nChanged 0
		SP:Iteration 45F (26967.980000 sec): 3 clusters
  Score: Raw -30885986.164282 + Penalty 4061.103822 = -30881925.060460
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 6 (40922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26968.360000 sec): 2 clusters
  Score: Raw -4124206.767363 + Penalty 1725.656253 = -4122481.111111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26968.730000 sec): 3 clusters
  Score: Raw -4098592.329872 + Penalty 3451.312506 = -4095141.017366
  nChanged 19053
		SP:Iteration 1F (26969.120000 sec): 3 clusters
  Score: Raw -4110603.573118 + Penalty 3451.312506 = -4107152.260612
  nChanged 2730
		SP:Iteration 2F (26969.500000 sec): 3 clusters
  Score: Raw -4112373.694826 + Penalty 3451.312506 = -4108922.382320
  nChanged 3001
		SP:Iteration 3F (26969.890000 sec): 3 clusters
  Score: Raw -4114470.886192 + Penalty 3451.312506 = -4111019.573686
  nChanged 2993
		SP:Iteration 4F (26970.340000 sec): 3 clusters
  Score: Raw -4116448.495496 + Penalty 3451.312506 = -4112997.182991
  nChanged 2627
		SP:Iteration 5F (26970.740000 sec): 3 clusters
  Score: Raw -4117959.885376 + Penalty 3451.312506 = -4114508.572870
  nChanged 2101
		SP:Iteration 6F (26971.060000 sec): 3 clusters
  Score: Raw -4119093.759501 + Penalty 3451.312506 = -4115642.446995
  nChanged 1620
		SP:Iteration 7Q (26971.490000 sec): 3 clusters
  Score: Raw -4119840.578823 + Penalty 3451.312506 = -4116389.266317
  nChanged 1328
		SP:Iteration 8Q (26971.870000 sec): 3 clusters
  Score: Raw -4120421.304878 + Penalty 3451.312506 = -4116969.992372
  nChanged 1104
		SP:Iteration 9Q (26972.290000 sec): 3 clusters
  Score: Raw -4120848.588647 + Penalty 3451.312506 = -4117397.276141
  nChanged 914
		SP:Iteration 10Q (26972.690000 sec): 3 clusters
  Score: Raw -4121169.542164 + Penalty 3451.312506 = -4117718.229658
  nChanged 756
		SP:Iteration 11Q (26973.030000 sec): 3 clusters
  Score: Raw -4121402.216616 + Penalty 3451.312506 = -4117950.904110
  nChanged 670
		SP:Iteration 12Q (26973.380000 sec): 3 clusters
  Score: Raw -4121599.714163 + Penalty 3451.312506 = -4118148.401657
  nChanged 579
		SP:Iteration 13Q (26973.770000 sec): 3 clusters
  Score: Raw -4121760.026255 + Penalty 3451.312506 = -4118308.713749
  nChanged 523
		SP:Iteration 14Q (26974.130000 sec): 3 clusters
  Score: Raw -4121906.166369 + Penalty 3451.312506 = -4118454.853863
  nChanged 501
		SP:Iteration 15Q (26974.450000 sec): 3 clusters
  Score: Raw -4122032.358979 + Penalty 3451.312506 = -4118581.046473
  nChanged 477
		SP:Iteration 16Q (26974.820000 sec): 3 clusters
  Score: Raw -4122140.491239 + Penalty 3451.312506 = -4118689.178733
  nChanged 423
		SP:Iteration 17Q (26975.220000 sec): 3 clusters
  Score: Raw -4122235.113593 + Penalty 3451.312506 = -4118783.801087
  nChanged 404
		SP:Iteration 18Q (26975.620000 sec): 3 clusters
  Score: Raw -4122322.484371 + Penalty 3451.312506 = -4118871.171865
  nChanged 383
		SP:Iteration 19Q (26976.000000 sec): 3 clusters
  Score: Raw -4122403.185263 + Penalty 3451.312506 = -4118951.872758
  nChanged 418
		SP:Iteration 20F (26976.450000 sec): 3 clusters
  Score: Raw -4122490.108453 + Penalty 3451.312506 = -4119038.795947
  nChanged 411
		SP:Iteration 21Q (26976.860000 sec): 3 clusters
  Score: Raw -4122573.584107 + Penalty 3451.312506 = -4119122.271601
  nChanged 403
		SP:Iteration 22Q (26977.250000 sec): 3 clusters
  Score: Raw -4122654.135524 + Penalty 3451.312506 = -4119202.823018
  nChanged 411
		SP:Iteration 23Q (26977.670000 sec): 3 clusters
  Score: Raw -4122743.183358 + Penalty 3451.312506 = -4119291.870852
  nChanged 421
		SP:Iteration 24Q (26978.070000 sec): 3 clusters
  Score: Raw -4122839.668741 + Penalty 3451.312506 = -4119388.356236
  nChanged 410
		SP:Iteration 25Q (26978.470000 sec): 3 clusters
  Score: Raw -4122930.058677 + Penalty 3451.312506 = -4119478.746172
  nChanged 395
		SP:Iteration 26Q (26978.850000 sec): 3 clusters
  Score: Raw -4123011.429031 + Penalty 3451.312506 = -4119560.116525
  nChanged 407
		SP:Iteration 27Q (26979.290000 sec): 3 clusters
  Score: Raw -4123103.159719 + Penalty 3451.312506 = -4119651.847213
  nChanged 420
		SP:Iteration 28Q (26979.720000 sec): 3 clusters
  Score: Raw -4123208.942715 + Penalty 3451.312506 = -4119757.630209
  nChanged 435
		SP:Iteration 29Q (26980.160000 sec): 3 clusters
  Score: Raw -4123323.741149 + Penalty 3451.312506 = -4119872.428643
  nChanged 408
		SP:Iteration 30Q (26980.530000 sec): 3 clusters
  Score: Raw -4123434.338644 + Penalty 3451.312506 = -4119983.026139
  nChanged 399
		SP:Iteration 31Q (26981.000000 sec): 3 clusters
  Score: Raw -4123552.097431 + Penalty 3451.312506 = -4120100.784925
  nChanged 398
		SP:Iteration 32Q (26981.420000 sec): 3 clusters
  Score: Raw -4123669.921920 + Penalty 3451.312506 = -4120218.609414
  nChanged 381
		SP:Iteration 33Q (26981.890000 sec): 3 clusters
  Score: Raw -4123786.847014 + Penalty 3451.312506 = -4120335.534508
  nChanged 371
		SP:Iteration 34Q (26982.280000 sec): 3 clusters
  Score: Raw -4123895.941580 + Penalty 3451.312506 = -4120444.629074
  nChanged 357
		SP:Iteration 35Q (26982.680000 sec): 3 clusters
  Score: Raw -4123995.645311 + Penalty 3451.312506 = -4120544.332805
  nChanged 358
		SP:Iteration 36Q (26983.110000 sec): 3 clusters
  Score: Raw -4124091.530520 + Penalty 3451.312506 = -4120640.218014
  nChanged 321
		SP:Iteration 37Q (26983.620000 sec): 3 clusters
  Score: Raw -4124179.229115 + Penalty 3451.312506 = -4120727.916609
  nChanged 318
		SP:Iteration 38Q (26984.020000 sec): 3 clusters
  Score: Raw -4124267.120350 + Penalty 3451.312506 = -4120815.807845
  nChanged 281
		SP:Iteration 39Q (26984.440000 sec): 3 clusters
  Score: Raw -4124340.219888 + Penalty 3451.312506 = -4120888.907383
  nChanged 258
		SP:Iteration 40F (26984.900000 sec): 3 clusters
  Score: Raw -4124408.338651 + Penalty 3451.312506 = -4120957.026145
  nChanged 254
		SP:Iteration 41Q (26985.340000 sec): 3 clusters
  Score: Raw -4124473.833394 + Penalty 3451.312506 = -4121022.520888
  nChanged 227
		SP:Iteration 42Q (26985.720000 sec): 3 clusters
  Score: Raw -4124530.039090 + Penalty 3451.312506 = -4121078.726584
  nChanged 214
		SP:Iteration 43Q (26986.120000 sec): 3 clusters
  Score: Raw -4124584.118898 + Penalty 3451.312506 = -4121132.806392
  nChanged 206
		SP:Iteration 44Q (26986.530000 sec): 3 clusters
  Score: Raw -4124637.468236 + Penalty 3451.312506 = -4121186.155730
  nChanged 184
		SP:Iteration 45Q (26986.960000 sec): 3 clusters
  Score: Raw -4124684.741304 + Penalty 3451.312506 = -4121233.428798
  nChanged 169
		SP:Iteration 46Q (26987.340000 sec): 3 clusters
  Score: Raw -4124729.292766 + Penalty 3451.312506 = -4121277.980261
  nChanged 177
		SP:Iteration 47Q (26987.750000 sec): 3 clusters
  Score: Raw -4124781.007291 + Penalty 3451.312506 = -4121329.694785
  nChanged 173
		SP:Iteration 48Q (26988.150000 sec): 3 clusters
  Score: Raw -4124834.439845 + Penalty 3451.312506 = -4121383.127339
  nChanged 163
		SP:Iteration 49Q (26988.560000 sec): 3 clusters
  Score: Raw -4124880.303279 + Penalty 3451.312506 = -4121428.990773
  nChanged 134
		SP:Iteration 50Q (26988.990000 sec): 3 clusters
  Score: Raw -4124918.467057 + Penalty 3451.312506 = -4121467.154551
  nChanged 123
		SP:Iteration 51Q (26989.350000 sec): 3 clusters
  Score: Raw -4124955.455857 + Penalty 3451.312506 = -4121504.143351
  nChanged 121
		SP:Iteration 52Q (26989.770000 sec): 3 clusters
  Score: Raw -4124989.636493 + Penalty 3451.312506 = -4121538.323987
  nChanged 112
		SP:Iteration 53Q (26990.180000 sec): 3 clusters
  Score: Raw -4125019.431755 + Penalty 3451.312506 = -4121568.119250
  nChanged 99
		SP:Iteration 54Q (26990.620000 sec): 3 clusters
  Score: Raw -4125042.163797 + Penalty 3451.312506 = -4121590.851292
  nChanged 92
		SP:Iteration 55Q (26991.020000 sec): 3 clusters
  Score: Raw -4125064.770343 + Penalty 3451.312506 = -4121613.457837
  nChanged 84
		SP:Iteration 56Q (26991.480000 sec): 3 clusters
  Score: Raw -4125086.142907 + Penalty 3451.312506 = -4121634.830401
  nChanged 80
		SP:Iteration 57Q (26991.920000 sec): 3 clusters
  Score: Raw -4125106.530599 + Penalty 3451.312506 = -4121655.218093
  nChanged 66
		SP:Iteration 58Q (26992.380000 sec): 3 clusters
  Score: Raw -4125122.124817 + Penalty 3451.312506 = -4121670.812311
  nChanged 57
		SP:Iteration 59Q (26992.800000 sec): 3 clusters
  Score: Raw -4125134.972714 + Penalty 3451.312506 = -4121683.660208
  nChanged 48
		SP:Iteration 60F (26993.220000 sec): 3 clusters
  Score: Raw -4125148.746622 + Penalty 3451.312506 = -4121697.434116
  nChanged 46
		SP:Iteration 61Q (26993.630000 sec): 3 clusters
  Score: Raw -4125163.227942 + Penalty 3451.312506 = -4121711.915436
  nChanged 53
		SP:Iteration 62Q (26994.060000 sec): 3 clusters
  Score: Raw -4125179.595527 + Penalty 3451.312506 = -4121728.283021
  nChanged 48
		SP:Iteration 63Q (26994.540000 sec): 3 clusters
  Score: Raw -4125194.156928 + Penalty 3451.312506 = -4121742.844422
  nChanged 48
		SP:Iteration 64Q (26994.930000 sec): 3 clusters
  Score: Raw -4125207.042957 + Penalty 3451.312506 = -4121755.730451
  nChanged 54
		SP:Iteration 65Q (26995.300000 sec): 3 clusters
  Score: Raw -4125220.803616 + Penalty 3451.312506 = -4121769.491110
  nChanged 45
		SP:Iteration 66Q (26995.700000 sec): 3 clusters
  Score: Raw -4125233.528422 + Penalty 3451.312506 = -4121782.215916
  nChanged 41
		SP:Iteration 67Q (26996.100000 sec): 3 clusters
  Score: Raw -4125247.562837 + Penalty 3451.312506 = -4121796.250331
  nChanged 52
		SP:Iteration 68Q (26996.460000 sec): 3 clusters
  Score: Raw -4125266.405248 + Penalty 3451.312506 = -4121815.092742
  nChanged 45
		SP:Iteration 69Q (26996.840000 sec): 3 clusters
  Score: Raw -4125285.159810 + Penalty 3451.312506 = -4121833.847304
  nChanged 38
		SP:Iteration 70Q (26997.200000 sec): 3 clusters
  Score: Raw -4125295.056531 + Penalty 3451.312506 = -4121843.744025
  nChanged 29
		SP:Iteration 71Q (26997.540000 sec): 3 clusters
  Score: Raw -4125300.934929 + Penalty 3451.312506 = -4121849.622423
  nChanged 21
		SP:Iteration 72Q (26997.940000 sec): 3 clusters
  Score: Raw -4125305.875678 + Penalty 3451.312506 = -4121854.563172
  nChanged 24
		SP:Iteration 73Q (26998.330000 sec): 3 clusters
  Score: Raw -4125313.656294 + Penalty 3451.312506 = -4121862.343788
  nChanged 26
		SP:Iteration 74Q (26998.740000 sec): 3 clusters
  Score: Raw -4125319.723723 + Penalty 3451.312506 = -4121868.411218
  nChanged 16
		SP:Iteration 75Q (26999.090000 sec): 3 clusters
  Score: Raw -4125323.448802 + Penalty 3451.312506 = -4121872.136296
  nChanged 17
		SP:Iteration 76Q (26999.530000 sec): 3 clusters
  Score: Raw -4125326.913131 + Penalty 3451.312506 = -4121875.600625
  nChanged 15
		SP:Iteration 77Q (26999.920000 sec): 3 clusters
  Score: Raw -4125330.604466 + Penalty 3451.312506 = -4121879.291960
  nChanged 23
		SP:Iteration 78Q (27000.330000 sec): 3 clusters
  Score: Raw -4125335.403219 + Penalty 3451.312506 = -4121884.090714
  nChanged 15
		SP:Iteration 79Q (27000.750000 sec): 3 clusters
  Score: Raw -4125338.236133 + Penalty 3451.312506 = -4121886.923628
  nChanged 16
		SP:Iteration 80F (27001.160000 sec): 3 clusters
  Score: Raw -4125340.870427 + Penalty 3451.312506 = -4121889.557922
  nChanged 7
		SP:Iteration 81Q (27001.570000 sec): 3 clusters
  Score: Raw -4125341.744850 + Penalty 3451.312506 = -4121890.432344
  nChanged 6
		SP:Iteration 82Q (27002.040000 sec): 3 clusters
  Score: Raw -4125342.442984 + Penalty 3451.312506 = -4121891.130479
  nChanged 5
		SP:Iteration 83Q (27002.400000 sec): 3 clusters
  Score: Raw -4125343.198530 + Penalty 3451.312506 = -4121891.886024
  nChanged 5
		SP:Iteration 84Q (27002.800000 sec): 3 clusters
  Score: Raw -4125344.344761 + Penalty 3451.312506 = -4121893.032255
  nChanged 9
		SP:Iteration 85Q (27003.240000 sec): 3 clusters
  Score: Raw -4125346.108788 + Penalty 3451.312506 = -4121894.796283
  nChanged 10
		SP:Iteration 86Q (27003.650000 sec): 3 clusters
  Score: Raw -4125347.656999 + Penalty 3451.312506 = -4121896.344493
  nChanged 5
		SP:Iteration 87Q (27003.940000 sec): 3 clusters
  Score: Raw -4125348.306950 + Penalty 3451.312506 = -4121896.994444
  nChanged 4
		SP:Iteration 88Q (27004.250000 sec): 3 clusters
  Score: Raw -4125348.679211 + Penalty 3451.312506 = -4121897.366706
  nChanged 2
		SP:Iteration 89Q (27004.570000 sec): 3 clusters
  Score: Raw -4125348.984861 + Penalty 3451.312506 = -4121897.672355
  nChanged 1
		SP:Iteration 90Q (27004.920000 sec): 3 clusters
  Score: Raw -4125349.094632 + Penalty 3451.312506 = -4121897.782126
  nChanged 1
		SP:Iteration 91Q (27005.240000 sec): 3 clusters
  Score: Raw -4125349.194028 + Penalty 3451.312506 = -4121897.881523
  nChanged 0
		SP:Iteration 92F (27005.590000 sec): 3 clusters
  Score: Raw -4125349.194028 + Penalty 3451.312506 = -4121897.881523
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (5627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27005.700000 sec): 2 clusters
  Score: Raw -661485.045383 + Penalty 1403.241404 = -660081.803979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27005.930000 sec): 3 clusters
  Score: Raw -658506.788831 + Penalty 2806.482809 = -655700.306022
  nChanged 2300
		SP:Iteration 1F (27006.150000 sec): 3 clusters
  Score: Raw -659763.290946 + Penalty 2806.482809 = -656956.808137
  nChanged 412
		SP:Iteration 2F (27006.320000 sec): 3 clusters
  Score: Raw -660007.859426 + Penalty 2806.482809 = -657201.376617
  nChanged 348
		SP:Iteration 3F (27006.510000 sec): 3 clusters
  Score: Raw -660206.935306 + Penalty 2806.482809 = -657400.452497
  nChanged 294
		SP:Iteration 4F (27006.770000 sec): 3 clusters
  Score: Raw -660375.946447 + Penalty 2806.482809 = -657569.463638
  nChanged 262
		SP:Iteration 5Q (27006.990000 sec): 3 clusters
  Score: Raw -660522.445164 + Penalty 2806.482809 = -657715.962355
  nChanged 220
		SP:Iteration 6Q (27007.230000 sec): 3 clusters
  Score: Raw -660635.646702 + Penalty 2806.482809 = -657829.163893
  nChanged 203
		SP:Iteration 7Q (27007.470000 sec): 3 clusters
  Score: Raw -660741.500756 + Penalty 2806.482809 = -657935.017947
  nChanged 184
		SP:Iteration 8Q (27007.660000 sec): 3 clusters
  Score: Raw -660845.926882 + Penalty 2806.482809 = -658039.444074
  nChanged 171
		SP:Iteration 9Q (27007.890000 sec): 3 clusters
  Score: Raw -660942.363480 + Penalty 2806.482809 = -658135.880671
  nChanged 148
		SP:Iteration 10Q (27008.080000 sec): 3 clusters
  Score: Raw -661018.769400 + Penalty 2806.482809 = -658212.286592
  nChanged 140
		SP:Iteration 11Q (27008.270000 sec): 3 clusters
  Score: Raw -661093.635315 + Penalty 2806.482809 = -658287.152506
  nChanged 120
		SP:Iteration 12Q (27008.470000 sec): 3 clusters
  Score: Raw -661160.335195 + Penalty 2806.482809 = -658353.852386
  nChanged 103
		SP:Iteration 13Q (27008.700000 sec): 3 clusters
  Score: Raw -661217.781543 + Penalty 2806.482809 = -658411.298734
  nChanged 75
		SP:Iteration 14Q (27008.920000 sec): 3 clusters
  Score: Raw -661258.610332 + Penalty 2806.482809 = -658452.127523
  nChanged 72
		SP:Iteration 15Q (27009.140000 sec): 3 clusters
  Score: Raw -661296.005624 + Penalty 2806.482809 = -658489.522815
  nChanged 73
		SP:Iteration 16Q (27009.370000 sec): 3 clusters
  Score: Raw -661340.517763 + Penalty 2806.482809 = -658534.034955
  nChanged 79
		SP:Iteration 17Q (27009.560000 sec): 3 clusters
  Score: Raw -661388.728850 + Penalty 2806.482809 = -658582.246041
  nChanged 68
		SP:Iteration 18Q (27009.780000 sec): 3 clusters
  Score: Raw -661427.870060 + Penalty 2806.482809 = -658621.387251
  nChanged 65
		SP:Iteration 19Q (27010.020000 sec): 3 clusters
  Score: Raw -661463.725142 + Penalty 2806.482809 = -658657.242333
  nChanged 53
		SP:Iteration 20F (27010.200000 sec): 3 clusters
  Score: Raw -661496.703499 + Penalty 2806.482809 = -658690.220690
  nChanged 56
		SP:Iteration 21Q (27010.420000 sec): 3 clusters
  Score: Raw -661533.719505 + Penalty 2806.482809 = -658727.236696
  nChanged 48
		SP:Iteration 22Q (27010.600000 sec): 3 clusters
  Score: Raw -661561.954619 + Penalty 2806.482809 = -658755.471810
  nChanged 34
		SP:Iteration 23Q (27010.800000 sec): 3 clusters
  Score: Raw -661587.307337 + Penalty 2806.482809 = -658780.824528
  nChanged 27
		SP:Iteration 24Q (27010.980000 sec): 3 clusters
  Score: Raw -661606.082905 + Penalty 2806.482809 = -658799.600097
  nChanged 22
		SP:Iteration 25Q (27011.250000 sec): 3 clusters
  Score: Raw -661618.551008 + Penalty 2806.482809 = -658812.068200
  nChanged 21
		SP:Iteration 26Q (27011.450000 sec): 3 clusters
  Score: Raw -661634.137983 + Penalty 2806.482809 = -658827.655175
  nChanged 21
		SP:Iteration 27Q (27011.650000 sec): 3 clusters
  Score: Raw -661646.074607 + Penalty 2806.482809 = -658839.591798
  nChanged 15
		SP:Iteration 28Q (27011.880000 sec): 3 clusters
  Score: Raw -661655.430533 + Penalty 2806.482809 = -658848.947724
  nChanged 17
		SP:Iteration 29Q (27012.070000 sec): 3 clusters
  Score: Raw -661666.593551 + Penalty 2806.482809 = -658860.110742
  nChanged 14
		SP:Iteration 30Q (27012.270000 sec): 3 clusters
  Score: Raw -661673.273104 + Penalty 2806.482809 = -658866.790295
  nChanged 12
		SP:Iteration 31Q (27012.480000 sec): 3 clusters
  Score: Raw -661680.790938 + Penalty 2806.482809 = -658874.308130
  nChanged 11
		SP:Iteration 32Q (27012.680000 sec): 3 clusters
  Score: Raw -661686.202935 + Penalty 2806.482809 = -658879.720126
  nChanged 6
		SP:Iteration 33Q (27012.920000 sec): 3 clusters
  Score: Raw -661689.335822 + Penalty 2806.482809 = -658882.853013
  nChanged 6
		SP:Iteration 34Q (27013.120000 sec): 3 clusters
  Score: Raw -661693.057014 + Penalty 2806.482809 = -658886.574205
  nChanged 4
		SP:Iteration 35Q (27013.300000 sec): 3 clusters
  Score: Raw -661696.801071 + Penalty 2806.482809 = -658890.318262
  nChanged 9
		SP:Iteration 36Q (27013.540000 sec): 3 clusters
  Score: Raw -661700.884225 + Penalty 2806.482809 = -658894.401416
  nChanged 6
		SP:Iteration 37Q (27013.740000 sec): 3 clusters
  Score: Raw -661704.715081 + Penalty 2806.482809 = -658898.232272
  nChanged 3
		SP:Iteration 38Q (27013.980000 sec): 3 clusters
  Score: Raw -661705.876327 + Penalty 2806.482809 = -658899.393518
  nChanged 0
		SP:Iteration 39F (27014.170000 sec): 3 clusters
  Score: Raw -661705.876327 + Penalty 2806.482809 = -658899.393518
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 8 (14413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27014.370000 sec): 2 clusters
  Score: Raw -1566940.693963 + Penalty 1556.081452 = -1565384.612511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27014.620000 sec): 3 clusters
  Score: Raw -1558511.141363 + Penalty 3112.162903 = -1555398.978460
  nChanged 6299
		SP:Iteration 1F (27014.860000 sec): 3 clusters
  Score: Raw -1562219.202418 + Penalty 3112.162903 = -1559107.039514
  nChanged 1066
		SP:Iteration 2F (27015.120000 sec): 3 clusters
  Score: Raw -1562878.225069 + Penalty 3112.162903 = -1559766.062166
  nChanged 1023
		SP:Iteration 3F (27015.390000 sec): 3 clusters
  Score: Raw -1563548.982677 + Penalty 3112.162903 = -1560436.819774
  nChanged 1012
		SP:Iteration 4F (27015.710000 sec): 3 clusters
  Score: Raw -1564244.674090 + Penalty 3112.162903 = -1561132.511187
  nChanged 905
		SP:Iteration 5F (27015.980000 sec): 3 clusters
  Score: Raw -1564904.332489 + Penalty 3112.162903 = -1561792.169586
  nChanged 838
		SP:Iteration 6F (27016.240000 sec): 3 clusters
  Score: Raw -1565464.496630 + Penalty 3112.162903 = -1562352.333727
  nChanged 694
		SP:Iteration 7Q (27016.490000 sec): 3 clusters
  Score: Raw -1565868.170723 + Penalty 3112.162903 = -1562756.007820
  nChanged 533
		SP:Iteration 8Q (27016.780000 sec): 3 clusters
  Score: Raw -1566127.539355 + Penalty 3112.162903 = -1563015.376452
  nChanged 397
		SP:Iteration 9Q (27017.060000 sec): 3 clusters
  Score: Raw -1566293.486315 + Penalty 3112.162903 = -1563181.323412
  nChanged 295
		SP:Iteration 10Q (27017.300000 sec): 3 clusters
  Score: Raw -1566411.359366 + Penalty 3112.162903 = -1563299.196463
  nChanged 244
		SP:Iteration 11Q (27017.580000 sec): 3 clusters
  Score: Raw -1566504.980685 + Penalty 3112.162903 = -1563392.817781
  nChanged 224
		SP:Iteration 12Q (27017.850000 sec): 3 clusters
  Score: Raw -1566602.330539 + Penalty 3112.162903 = -1563490.167636
  nChanged 229
		SP:Iteration 13Q (27018.160000 sec): 3 clusters
  Score: Raw -1566703.374079 + Penalty 3112.162903 = -1563591.211176
  nChanged 205
		SP:Iteration 14Q (27018.440000 sec): 3 clusters
  Score: Raw -1566804.518292 + Penalty 3112.162903 = -1563692.355389
  nChanged 204
		SP:Iteration 15Q (27018.660000 sec): 3 clusters
  Score: Raw -1566907.097255 + Penalty 3112.162903 = -1563794.934352
  nChanged 192
		SP:Iteration 16Q (27018.900000 sec): 3 clusters
  Score: Raw -1566980.454043 + Penalty 3112.162903 = -1563868.291140
  nChanged 160
		SP:Iteration 17Q (27019.180000 sec): 3 clusters
  Score: Raw -1567030.978018 + Penalty 3112.162903 = -1563918.815115
  nChanged 141
		SP:Iteration 18Q (27019.390000 sec): 3 clusters
  Score: Raw -1567070.526564 + Penalty 3112.162903 = -1563958.363661
  nChanged 135
		SP:Iteration 19Q (27019.670000 sec): 3 clusters
  Score: Raw -1567102.561776 + Penalty 3112.162903 = -1563990.398873
  nChanged 111
		SP:Iteration 20F (27019.930000 sec): 3 clusters
  Score: Raw -1567130.532103 + Penalty 3112.162903 = -1564018.369200
  nChanged 96
		SP:Iteration 21Q (27020.150000 sec): 3 clusters
  Score: Raw -1567152.993456 + Penalty 3112.162903 = -1564040.830552
  nChanged 98
		SP:Iteration 22Q (27020.390000 sec): 3 clusters
  Score: Raw -1567177.355348 + Penalty 3112.162903 = -1564065.192445
  nChanged 105
		SP:Iteration 23Q (27020.670000 sec): 3 clusters
  Score: Raw -1567197.623592 + Penalty 3112.162903 = -1564085.460689
  nChanged 75
		SP:Iteration 24Q (27020.960000 sec): 3 clusters
  Score: Raw -1567209.274951 + Penalty 3112.162903 = -1564097.112048
  nChanged 56
		SP:Iteration 25Q (27021.190000 sec): 3 clusters
  Score: Raw -1567217.969516 + Penalty 3112.162903 = -1564105.806613
  nChanged 52
		SP:Iteration 26Q (27021.430000 sec): 3 clusters
  Score: Raw -1567227.402200 + Penalty 3112.162903 = -1564115.239297
  nChanged 46
		SP:Iteration 27Q (27021.740000 sec): 3 clusters
  Score: Raw -1567233.504188 + Penalty 3112.162903 = -1564121.341285
  nChanged 41
		SP:Iteration 28Q (27021.960000 sec): 3 clusters
  Score: Raw -1567238.211148 + Penalty 3112.162903 = -1564126.048245
  nChanged 28
		SP:Iteration 29Q (27022.240000 sec): 3 clusters
  Score: Raw -1567241.925074 + Penalty 3112.162903 = -1564129.762171
  nChanged 38
		SP:Iteration 30Q (27022.470000 sec): 3 clusters
  Score: Raw -1567246.907072 + Penalty 3112.162903 = -1564134.744169
  nChanged 45
		SP:Iteration 31Q (27022.690000 sec): 3 clusters
  Score: Raw -1567252.255351 + Penalty 3112.162903 = -1564140.092448
  nChanged 44
		SP:Iteration 32Q (27022.950000 sec): 3 clusters
  Score: Raw -1567259.289423 + Penalty 3112.162903 = -1564147.126520
  nChanged 51
		SP:Iteration 33Q (27023.230000 sec): 3 clusters
  Score: Raw -1567265.931348 + Penalty 3112.162903 = -1564153.768444
  nChanged 45
		SP:Iteration 34Q (27023.500000 sec): 3 clusters
  Score: Raw -1567271.512553 + Penalty 3112.162903 = -1564159.349649
  nChanged 37
		SP:Iteration 35Q (27023.780000 sec): 3 clusters
  Score: Raw -1567276.632436 + Penalty 3112.162903 = -1564164.469533
  nChanged 42
		SP:Iteration 36Q (27024.010000 sec): 3 clusters
  Score: Raw -1567282.049347 + Penalty 3112.162903 = -1564169.886444
  nChanged 43
		SP:Iteration 37Q (27024.310000 sec): 3 clusters
  Score: Raw -1567286.523940 + Penalty 3112.162903 = -1564174.361037
  nChanged 40
		SP:Iteration 38Q (27024.570000 sec): 3 clusters
  Score: Raw -1567292.520774 + Penalty 3112.162903 = -1564180.357871
  nChanged 42
		SP:Iteration 39Q (27024.820000 sec): 3 clusters
  Score: Raw -1567300.128966 + Penalty 3112.162903 = -1564187.966063
  nChanged 45
		SP:Iteration 40F (27025.100000 sec): 3 clusters
  Score: Raw -1567305.994257 + Penalty 3112.162903 = -1564193.831354
  nChanged 35
		SP:Iteration 41Q (27025.360000 sec): 3 clusters
  Score: Raw -1567311.719801 + Penalty 3112.162903 = -1564199.556898
  nChanged 38
		SP:Iteration 42Q (27025.630000 sec): 3 clusters
  Score: Raw -1567318.685583 + Penalty 3112.162903 = -1564206.522680
  nChanged 50
		SP:Iteration 43Q (27025.950000 sec): 3 clusters
  Score: Raw -1567327.707241 + Penalty 3112.162903 = -1564215.544338
  nChanged 53
		SP:Iteration 44Q (27026.170000 sec): 3 clusters
  Score: Raw -1567338.215641 + Penalty 3112.162903 = -1564226.052737
  nChanged 60
		SP:Iteration 45Q (27026.450000 sec): 3 clusters
  Score: Raw -1567350.701888 + Penalty 3112.162903 = -1564238.538985
  nChanged 67
		SP:Iteration 46Q (27026.680000 sec): 3 clusters
  Score: Raw -1567366.220201 + Penalty 3112.162903 = -1564254.057298
  nChanged 81
		SP:Iteration 47Q (27026.900000 sec): 3 clusters
  Score: Raw -1567384.977676 + Penalty 3112.162903 = -1564272.814773
  nChanged 94
		SP:Iteration 48Q (27027.140000 sec): 3 clusters
  Score: Raw -1567410.302996 + Penalty 3112.162903 = -1564298.140093
  nChanged 120
		SP:Iteration 49Q (27027.390000 sec): 3 clusters
  Score: Raw -1567442.069667 + Penalty 3112.162903 = -1564329.906764
  nChanged 126
		SP:Iteration 50Q (27027.670000 sec): 3 clusters
  Score: Raw -1567479.718254 + Penalty 3112.162903 = -1564367.555350
  nChanged 125
		SP:Iteration 51Q (27027.870000 sec): 3 clusters
  Score: Raw -1567523.923387 + Penalty 3112.162903 = -1564411.760484
  nChanged 176
		SP:Iteration 52Q (27028.150000 sec): 3 clusters
  Score: Raw -1567589.497022 + Penalty 3112.162903 = -1564477.334119
  nChanged 175
		SP:Iteration 53Q (27028.440000 sec): 3 clusters
  Score: Raw -1567651.295294 + Penalty 3112.162903 = -1564539.132391
  nChanged 158
		SP:Iteration 54Q (27028.690000 sec): 3 clusters
  Score: Raw -1567700.488463 + Penalty 3112.162903 = -1564588.325560
  nChanged 152
		SP:Iteration 55Q (27028.960000 sec): 3 clusters
  Score: Raw -1567750.078162 + Penalty 3112.162903 = -1564637.915258
  nChanged 142
		SP:Iteration 56Q (27029.240000 sec): 3 clusters
  Score: Raw -1567789.411571 + Penalty 3112.162903 = -1564677.248668
  nChanged 108
		SP:Iteration 57Q (27029.480000 sec): 3 clusters
  Score: Raw -1567814.509127 + Penalty 3112.162903 = -1564702.346224
  nChanged 111
		SP:Iteration 58Q (27029.720000 sec): 3 clusters
  Score: Raw -1567839.968166 + Penalty 3112.162903 = -1564727.805263
  nChanged 95
		SP:Iteration 59Q (27030.010000 sec): 3 clusters
  Score: Raw -1567861.650851 + Penalty 3112.162903 = -1564749.487947
  nChanged 86
		SP:Iteration 60F (27030.310000 sec): 3 clusters
  Score: Raw -1567881.818270 + Penalty 3112.162903 = -1564769.655367
  nChanged 87
		SP:Iteration 61Q (27030.560000 sec): 3 clusters
  Score: Raw -1567900.037007 + Penalty 3112.162903 = -1564787.874104
  nChanged 78
		SP:Iteration 62Q (27030.840000 sec): 3 clusters
  Score: Raw -1567916.148730 + Penalty 3112.162903 = -1564803.985826
  nChanged 73
		SP:Iteration 63Q (27031.130000 sec): 3 clusters
  Score: Raw -1567931.191398 + Penalty 3112.162903 = -1564819.028495
  nChanged 68
		SP:Iteration 64Q (27031.430000 sec): 3 clusters
  Score: Raw -1567944.731123 + Penalty 3112.162903 = -1564832.568219
  nChanged 77
		SP:Iteration 65Q (27031.640000 sec): 3 clusters
  Score: Raw -1567961.207711 + Penalty 3112.162903 = -1564849.044808
  nChanged 62
		SP:Iteration 66Q (27031.870000 sec): 3 clusters
  Score: Raw -1567976.558142 + Penalty 3112.162903 = -1564864.395239
  nChanged 62
		SP:Iteration 67Q (27032.140000 sec): 3 clusters
  Score: Raw -1567989.950169 + Penalty 3112.162903 = -1564877.787266
  nChanged 57
		SP:Iteration 68Q (27032.380000 sec): 3 clusters
  Score: Raw -1567999.910392 + Penalty 3112.162903 = -1564887.747488
  nChanged 65
		SP:Iteration 69Q (27032.610000 sec): 3 clusters
  Score: Raw -1568014.714898 + Penalty 3112.162903 = -1564902.551995
  nChanged 69
		SP:Iteration 70Q (27032.880000 sec): 3 clusters
  Score: Raw -1568032.076721 + Penalty 3112.162903 = -1564919.913818
  nChanged 81
		SP:Iteration 71Q (27033.120000 sec): 3 clusters
  Score: Raw -1568053.470487 + Penalty 3112.162903 = -1564941.307584
  nChanged 76
		SP:Iteration 72Q (27033.360000 sec): 3 clusters
  Score: Raw -1568072.889645 + Penalty 3112.162903 = -1564960.726742
  nChanged 81
		SP:Iteration 73Q (27033.610000 sec): 3 clusters
  Score: Raw -1568090.453441 + Penalty 3112.162903 = -1564978.290538
  nChanged 90
		SP:Iteration 74Q (27033.840000 sec): 3 clusters
  Score: Raw -1568110.976960 + Penalty 3112.162903 = -1564998.814057
  nChanged 95
		SP:Iteration 75Q (27034.040000 sec): 3 clusters
  Score: Raw -1568130.746287 + Penalty 3112.162903 = -1565018.583384
  nChanged 98
		SP:Iteration 76Q (27034.290000 sec): 3 clusters
  Score: Raw -1568153.179461 + Penalty 3112.162903 = -1565041.016558
  nChanged 92
		SP:Iteration 77Q (27034.530000 sec): 3 clusters
  Score: Raw -1568172.482157 + Penalty 3112.162903 = -1565060.319254
  nChanged 75
		SP:Iteration 78Q (27034.730000 sec): 3 clusters
  Score: Raw -1568187.981522 + Penalty 3112.162903 = -1565075.818619
  nChanged 78
		SP:Iteration 79Q (27035.000000 sec): 3 clusters
  Score: Raw -1568203.869023 + Penalty 3112.162903 = -1565091.706120
  nChanged 72
		SP:Iteration 80F (27035.230000 sec): 3 clusters
  Score: Raw -1568217.640225 + Penalty 3112.162903 = -1565105.477322
  nChanged 64
		SP:Iteration 81Q (27035.450000 sec): 3 clusters
  Score: Raw -1568229.046698 + Penalty 3112.162903 = -1565116.883794
  nChanged 53
		SP:Iteration 82Q (27035.730000 sec): 3 clusters
  Score: Raw -1568239.210468 + Penalty 3112.162903 = -1565127.047565
  nChanged 56
		SP:Iteration 83Q (27035.930000 sec): 3 clusters
  Score: Raw -1568248.008088 + Penalty 3112.162903 = -1565135.845185
  nChanged 51
		SP:Iteration 84Q (27036.170000 sec): 3 clusters
  Score: Raw -1568258.116565 + Penalty 3112.162903 = -1565145.953662
  nChanged 55
		SP:Iteration 85Q (27036.400000 sec): 3 clusters
  Score: Raw -1568271.860104 + Penalty 3112.162903 = -1565159.697200
  nChanged 64
		SP:Iteration 86Q (27036.650000 sec): 3 clusters
  Score: Raw -1568287.527825 + Penalty 3112.162903 = -1565175.364922
  nChanged 64
		SP:Iteration 87Q (27036.920000 sec): 3 clusters
  Score: Raw -1568303.594230 + Penalty 3112.162903 = -1565191.431327
  nChanged 70
		SP:Iteration 88Q (27037.160000 sec): 3 clusters
  Score: Raw -1568319.085241 + Penalty 3112.162903 = -1565206.922338
  nChanged 60
		SP:Iteration 89Q (27037.440000 sec): 3 clusters
  Score: Raw -1568333.589588 + Penalty 3112.162903 = -1565221.426685
  nChanged 63
		SP:Iteration 90Q (27037.670000 sec): 3 clusters
  Score: Raw -1568348.004865 + Penalty 3112.162903 = -1565235.841961
  nChanged 72
		SP:Iteration 91Q (27037.950000 sec): 3 clusters
  Score: Raw -1568366.625667 + Penalty 3112.162903 = -1565254.462764
  nChanged 75
		SP:Iteration 92Q (27038.220000 sec): 3 clusters
  Score: Raw -1568386.986525 + Penalty 3112.162903 = -1565274.823622
  nChanged 69
		SP:Iteration 93Q (27038.480000 sec): 3 clusters
  Score: Raw -1568405.449989 + Penalty 3112.162903 = -1565293.287086
  nChanged 71
		SP:Iteration 94Q (27038.750000 sec): 3 clusters
  Score: Raw -1568427.554675 + Penalty 3112.162903 = -1565315.391772
  nChanged 76
		SP:Iteration 95Q (27039.040000 sec): 3 clusters
  Score: Raw -1568452.320630 + Penalty 3112.162903 = -1565340.157727
  nChanged 81
		SP:Iteration 96Q (27039.260000 sec): 3 clusters
  Score: Raw -1568478.841332 + Penalty 3112.162903 = -1565366.678429
  nChanged 83
		SP:Iteration 97Q (27039.500000 sec): 3 clusters
  Score: Raw -1568501.241590 + Penalty 3112.162903 = -1565389.078686
  nChanged 67
		SP:Iteration 98Q (27039.740000 sec): 3 clusters
  Score: Raw -1568515.323746 + Penalty 3112.162903 = -1565403.160843
  nChanged 60
		SP:Iteration 99Q (27039.980000 sec): 3 clusters
  Score: Raw -1568526.323791 + Penalty 3112.162903 = -1565414.160887
  nChanged 53
		SP:Iteration 100F (27040.260000 sec): 3 clusters
  Score: Raw -1568537.413892 + Penalty 3112.162903 = -1565425.250988
  nChanged 57
		SP:Iteration 101Q (27040.520000 sec): 3 clusters
  Score: Raw -1568549.496006 + Penalty 3112.162903 = -1565437.333103
  nChanged 51
		SP:Iteration 102Q (27040.760000 sec): 3 clusters
  Score: Raw -1568559.195905 + Penalty 3112.162903 = -1565447.033001
  nChanged 42
		SP:Iteration 103Q (27041.010000 sec): 3 clusters
  Score: Raw -1568565.786343 + Penalty 3112.162903 = -1565453.623440
  nChanged 33
		SP:Iteration 104Q (27041.330000 sec): 3 clusters
  Score: Raw -1568570.581445 + Penalty 3112.162903 = -1565458.418542
  nChanged 28
		SP:Iteration 105Q (27041.640000 sec): 3 clusters
  Score: Raw -1568573.933002 + Penalty 3112.162903 = -1565461.770098
  nChanged 22
		SP:Iteration 106Q (27041.990000 sec): 3 clusters
  Score: Raw -1568577.112353 + Penalty 3112.162903 = -1565464.949450
  nChanged 26
		SP:Iteration 107Q (27042.270000 sec): 3 clusters
  Score: Raw -1568580.584235 + Penalty 3112.162903 = -1565468.421332
  nChanged 28
		SP:Iteration 108Q (27042.570000 sec): 3 clusters
  Score: Raw -1568584.084919 + Penalty 3112.162903 = -1565471.922016
  nChanged 23
		SP:Iteration 109Q (27042.820000 sec): 3 clusters
  Score: Raw -1568586.763624 + Penalty 3112.162903 = -1565474.600721
  nChanged 18
		SP:Iteration 110Q (27043.060000 sec): 3 clusters
  Score: Raw -1568589.229780 + Penalty 3112.162903 = -1565477.066877
  nChanged 12
		SP:Iteration 111Q (27043.350000 sec): 3 clusters
  Score: Raw -1568590.585373 + Penalty 3112.162903 = -1565478.422470
  nChanged 9
		SP:Iteration 112Q (27043.640000 sec): 3 clusters
  Score: Raw -1568591.215656 + Penalty 3112.162903 = -1565479.052753
  nChanged 5
		SP:Iteration 113Q (27043.900000 sec): 3 clusters
  Score: Raw -1568591.593080 + Penalty 3112.162903 = -1565479.430177
  nChanged 3
		SP:Iteration 114Q (27044.120000 sec): 3 clusters
  Score: Raw -1568591.835241 + Penalty 3112.162903 = -1565479.672338
  nChanged 5
		SP:Iteration 115Q (27044.430000 sec): 3 clusters
  Score: Raw -1568592.455648 + Penalty 3112.162903 = -1565480.292745
  nChanged 5
		SP:Iteration 116Q (27044.690000 sec): 3 clusters
  Score: Raw -1568592.947610 + Penalty 3112.162903 = -1565480.784706
  nChanged 5
		SP:Iteration 117Q (27044.910000 sec): 3 clusters
  Score: Raw -1568593.605739 + Penalty 3112.162903 = -1565481.442835
  nChanged 8
		SP:Iteration 118Q (27045.220000 sec): 3 clusters
  Score: Raw -1568594.332206 + Penalty 3112.162903 = -1565482.169303
  nChanged 3
		SP:Iteration 119Q (27045.500000 sec): 3 clusters
  Score: Raw -1568594.690882 + Penalty 3112.162903 = -1565482.527979
  nChanged 2
		SP:Iteration 120F (27045.830000 sec): 3 clusters
  Score: Raw -1568594.870654 + Penalty 3112.162903 = -1565482.707750
  nChanged 3
		SP:Iteration 121Q (27046.040000 sec): 3 clusters
  Score: Raw -1568595.173047 + Penalty 3112.162903 = -1565483.010143
  nChanged 3
		SP:Iteration 122Q (27046.330000 sec): 3 clusters
  Score: Raw -1568595.429241 + Penalty 3112.162903 = -1565483.266337
  nChanged 1
		SP:Iteration 123Q (27046.620000 sec): 3 clusters
  Score: Raw -1568595.575584 + Penalty 3112.162903 = -1565483.412681
  nChanged 1
		SP:Iteration 124Q (27046.910000 sec): 3 clusters
  Score: Raw -1568595.636769 + Penalty 3112.162903 = -1565483.473866
  nChanged 0
		SP:Iteration 125F (27047.140000 sec): 3 clusters
  Score: Raw -1568595.636769 + Penalty 3112.162903 = -1565483.473866
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 11.
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27047.280000 sec): 2 clusters
  Score: Raw -11128.830052 + Penalty 783.295754 = -10345.534297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27047.500000 sec): 3 clusters
  Score: Raw -11543.647169 + Penalty 1566.591509 = -9977.055661
  nChanged 18
		SP:Iteration 1F (27047.670000 sec): 3 clusters
  Score: Raw -11654.020179 + Penalty 1566.591509 = -10087.428671
  nChanged 5
		SP:Iteration 2Q (27047.910000 sec): 3 clusters
  Score: Raw -11685.289807 + Penalty 1566.591509 = -10118.698298
  nChanged 4
		SP:Iteration 3Q (27048.060000 sec): 3 clusters
  Score: Raw -11711.723996 + Penalty 1566.591509 = -10145.132487
  nChanged 2
		SP:Iteration 4Q (27048.220000 sec): 3 clusters
  Score: Raw -11722.203292 + Penalty 1566.591509 = -10155.611783
  nChanged 1
		SP:Iteration 5Q (27048.380000 sec): 3 clusters
  Score: Raw -11732.811092 + Penalty 1566.591509 = -10166.219583
  nChanged 0
		SP:Iteration 6F (27048.560000 sec): 3 clusters
  Score: Raw -11732.811092 + Penalty 1566.591509 = -10166.219583
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 10 (56657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27048.890000 sec): 2 clusters
  Score: Raw -5999621.758188 + Penalty 1778.525259 = -5997843.232929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27049.390000 sec): 3 clusters
  Score: Raw -5963745.243088 + Penalty 3557.050518 = -5960188.192570
  nChanged 26627
		SP:Iteration 1F (27049.850000 sec): 3 clusters
  Score: Raw -5979992.693010 + Penalty 3557.050518 = -5976435.642492
  nChanged 3081
		SP:Iteration 2F (27050.350000 sec): 3 clusters
  Score: Raw -5981499.419842 + Penalty 3557.050518 = -5977942.369324
  nChanged 3397
		SP:Iteration 3F (27050.830000 sec): 3 clusters
  Score: Raw -5983294.438295 + Penalty 3557.050518 = -5979737.387777
  nChanged 3417
		SP:Iteration 4F (27051.350000 sec): 3 clusters
  Score: Raw -5985157.162709 + Penalty 3557.050518 = -5981600.112191
  nChanged 3342
		SP:Iteration 5F (27051.840000 sec): 3 clusters
  Score: Raw -5987024.479736 + Penalty 3557.050518 = -5983467.429218
  nChanged 3161
		SP:Iteration 6F (27052.340000 sec): 3 clusters
  Score: Raw -5988953.996825 + Penalty 3557.050518 = -5985396.946307
  nChanged 2978
		SP:Iteration 7F (27052.850000 sec): 3 clusters
  Score: Raw -5990944.564444 + Penalty 3557.050518 = -5987387.513926
  nChanged 2661
		SP:Iteration 8Q (27053.430000 sec): 3 clusters
  Score: Raw -5992533.873924 + Penalty 3557.050518 = -5988976.823406
  nChanged 2217
		SP:Iteration 9Q (27053.940000 sec): 3 clusters
  Score: Raw -5993785.315168 + Penalty 3557.050518 = -5990228.264650
  nChanged 1860
		SP:Iteration 10Q (27054.400000 sec): 3 clusters
  Score: Raw -5994745.064940 + Penalty 3557.050518 = -5991188.014422
  nChanged 1530
		SP:Iteration 11Q (27054.850000 sec): 3 clusters
  Score: Raw -5995434.712791 + Penalty 3557.050518 = -5991877.662273
  nChanged 1247
		SP:Iteration 12Q (27055.330000 sec): 3 clusters
  Score: Raw -5995944.095567 + Penalty 3557.050518 = -5992387.045049
  nChanged 997
		SP:Iteration 13Q (27055.810000 sec): 3 clusters
  Score: Raw -5996321.776306 + Penalty 3557.050518 = -5992764.725788
  nChanged 860
		SP:Iteration 14Q (27056.270000 sec): 3 clusters
  Score: Raw -5996630.160484 + Penalty 3557.050518 = -5993073.109966
  nChanged 782
		SP:Iteration 15Q (27056.740000 sec): 3 clusters
  Score: Raw -5996911.783174 + Penalty 3557.050518 = -5993354.732656
  nChanged 794
		SP:Iteration 16Q (27057.190000 sec): 3 clusters
  Score: Raw -5997198.589822 + Penalty 3557.050518 = -5993641.539304
  nChanged 746
		SP:Iteration 17Q (27057.620000 sec): 3 clusters
  Score: Raw -5997475.192193 + Penalty 3557.050518 = -5993918.141675
  nChanged 708
		SP:Iteration 18Q (27058.010000 sec): 3 clusters
  Score: Raw -5997732.211879 + Penalty 3557.050518 = -5994175.161361
  nChanged 656
		SP:Iteration 19Q (27058.440000 sec): 3 clusters
  Score: Raw -5997968.160607 + Penalty 3557.050518 = -5994411.110089
  nChanged 655
		SP:Iteration 20F (27058.880000 sec): 3 clusters
  Score: Raw -5998205.011413 + Penalty 3557.050518 = -5994647.960895
  nChanged 619
		SP:Iteration 21Q (27059.400000 sec): 3 clusters
  Score: Raw -5998434.963120 + Penalty 3557.050518 = -5994877.912602
  nChanged 583
		SP:Iteration 22Q (27059.870000 sec): 3 clusters
  Score: Raw -5998649.161917 + Penalty 3557.050518 = -5995092.111399
  nChanged 569
		SP:Iteration 23Q (27060.310000 sec): 3 clusters
  Score: Raw -5998870.784332 + Penalty 3557.050518 = -5995313.733814
  nChanged 530
		SP:Iteration 24Q (27060.750000 sec): 3 clusters
  Score: Raw -5999071.860019 + Penalty 3557.050518 = -5995514.809501
  nChanged 479
		SP:Iteration 25Q (27061.190000 sec): 3 clusters
  Score: Raw -5999254.878133 + Penalty 3557.050518 = -5995697.827615
  nChanged 434
		SP:Iteration 26Q (27061.630000 sec): 3 clusters
  Score: Raw -5999417.813879 + Penalty 3557.050518 = -5995860.763361
  nChanged 384
		SP:Iteration 27Q (27062.080000 sec): 3 clusters
  Score: Raw -5999571.884018 + Penalty 3557.050518 = -5996014.833500
  nChanged 321
		SP:Iteration 28Q (27062.530000 sec): 3 clusters
  Score: Raw -5999690.731080 + Penalty 3557.050518 = -5996133.680562
  nChanged 291
		SP:Iteration 29Q (27063.040000 sec): 3 clusters
  Score: Raw -5999798.974945 + Penalty 3557.050518 = -5996241.924427
  nChanged 236
		SP:Iteration 30Q (27063.510000 sec): 3 clusters
  Score: Raw -5999889.379644 + Penalty 3557.050518 = -5996332.329126
  nChanged 209
		SP:Iteration 31Q (27063.990000 sec): 3 clusters
  Score: Raw -5999966.140045 + Penalty 3557.050518 = -5996409.089527
  nChanged 199
		SP:Iteration 32Q (27064.540000 sec): 3 clusters
  Score: Raw -6000053.208274 + Penalty 3557.050518 = -5996496.157756
  nChanged 171
		SP:Iteration 33Q (27064.990000 sec): 3 clusters
  Score: Raw -6000127.555544 + Penalty 3557.050518 = -5996570.505026
  nChanged 160
		SP:Iteration 34Q (27065.510000 sec): 3 clusters
  Score: Raw -6000197.678279 + Penalty 3557.050518 = -5996640.627761
  nChanged 156
		SP:Iteration 35Q (27065.960000 sec): 3 clusters
  Score: Raw -6000267.931203 + Penalty 3557.050518 = -5996710.880685
  nChanged 126
		SP:Iteration 36Q (27066.430000 sec): 3 clusters
  Score: Raw -6000319.985002 + Penalty 3557.050518 = -5996762.934484
  nChanged 133
		SP:Iteration 37Q (27066.840000 sec): 3 clusters
  Score: Raw -6000373.056999 + Penalty 3557.050518 = -5996816.006481
  nChanged 99
		SP:Iteration 38Q (27067.320000 sec): 3 clusters
  Score: Raw -6000407.360955 + Penalty 3557.050518 = -5996850.310437
  nChanged 82
		SP:Iteration 39Q (27067.770000 sec): 3 clusters
  Score: Raw -6000432.890139 + Penalty 3557.050518 = -5996875.839621
  nChanged 73
		SP:Iteration 40F (27068.270000 sec): 3 clusters
  Score: Raw -6000453.238758 + Penalty 3557.050518 = -5996896.188240
  nChanged 49
		SP:Iteration 41Q (27068.730000 sec): 3 clusters
  Score: Raw -6000466.352980 + Penalty 3557.050518 = -5996909.302462
  nChanged 49
		SP:Iteration 42Q (27069.180000 sec): 3 clusters
  Score: Raw -6000477.959133 + Penalty 3557.050518 = -5996920.908615
  nChanged 29
		SP:Iteration 43Q (27069.730000 sec): 3 clusters
  Score: Raw -6000485.721135 + Penalty 3557.050518 = -5996928.670617
  nChanged 35
		SP:Iteration 44Q (27070.250000 sec): 3 clusters
  Score: Raw -6000492.870794 + Penalty 3557.050518 = -5996935.820276
  nChanged 27
		SP:Iteration 45Q (27070.820000 sec): 3 clusters
  Score: Raw -6000500.117478 + Penalty 3557.050518 = -5996943.066960
  nChanged 24
		SP:Iteration 46Q (27071.300000 sec): 3 clusters
  Score: Raw -6000505.553658 + Penalty 3557.050518 = -5996948.503140
  nChanged 27
		SP:Iteration 47Q (27071.770000 sec): 3 clusters
  Score: Raw -6000513.657516 + Penalty 3557.050518 = -5996956.606998
  nChanged 30
		SP:Iteration 48Q (27072.230000 sec): 3 clusters
  Score: Raw -6000521.655566 + Penalty 3557.050518 = -5996964.605048
  nChanged 24
		SP:Iteration 49Q (27072.660000 sec): 3 clusters
  Score: Raw -6000527.065094 + Penalty 3557.050518 = -5996970.014576
  nChanged 30
		SP:Iteration 50Q (27073.100000 sec): 3 clusters
  Score: Raw -6000534.497188 + Penalty 3557.050518 = -5996977.446670
  nChanged 17
		SP:Iteration 51Q (27073.570000 sec): 3 clusters
  Score: Raw -6000539.108954 + Penalty 3557.050518 = -5996982.058436
  nChanged 15
		SP:Iteration 52Q (27074.000000 sec): 3 clusters
  Score: Raw -6000542.343953 + Penalty 3557.050518 = -5996985.293435
  nChanged 14
		SP:Iteration 53Q (27074.470000 sec): 3 clusters
  Score: Raw -6000544.981031 + Penalty 3557.050518 = -5996987.930513
  nChanged 10
		SP:Iteration 54Q (27074.970000 sec): 3 clusters
  Score: Raw -6000547.915245 + Penalty 3557.050518 = -5996990.864727
  nChanged 10
		SP:Iteration 55Q (27075.420000 sec): 3 clusters
  Score: Raw -6000549.607699 + Penalty 3557.050518 = -5996992.557181
  nChanged 9
		SP:Iteration 56Q (27075.830000 sec): 3 clusters
  Score: Raw -6000552.005082 + Penalty 3557.050518 = -5996994.954564
  nChanged 12
		SP:Iteration 57Q (27076.320000 sec): 3 clusters
  Score: Raw -6000554.381064 + Penalty 3557.050518 = -5996997.330546
  nChanged 7
		SP:Iteration 58Q (27076.750000 sec): 3 clusters
  Score: Raw -6000555.882884 + Penalty 3557.050518 = -5996998.832366
  nChanged 5
		SP:Iteration 59Q (27077.210000 sec): 3 clusters
  Score: Raw -6000556.873139 + Penalty 3557.050518 = -5996999.822621
  nChanged 6
		SP:Iteration 60F (27077.660000 sec): 3 clusters
  Score: Raw -6000557.555036 + Penalty 3557.050518 = -5997000.504518
  nChanged 4
		SP:Iteration 61Q (27078.140000 sec): 3 clusters
  Score: Raw -6000558.218897 + Penalty 3557.050518 = -5997001.168379
  nChanged 6
		SP:Iteration 62Q (27078.610000 sec): 3 clusters
  Score: Raw -6000559.206073 + Penalty 3557.050518 = -5997002.155555
  nChanged 6
		SP:Iteration 63Q (27079.070000 sec): 3 clusters
  Score: Raw -6000560.197103 + Penalty 3557.050518 = -5997003.146585
  nChanged 4
		SP:Iteration 64Q (27079.510000 sec): 3 clusters
  Score: Raw -6000560.784644 + Penalty 3557.050518 = -5997003.734126
  nChanged 2
		SP:Iteration 65Q (27080.000000 sec): 3 clusters
  Score: Raw -6000561.334537 + Penalty 3557.050518 = -5997004.284019
  nChanged 3
		SP:Iteration 66Q (27080.510000 sec): 3 clusters
  Score: Raw -6000561.632585 + Penalty 3557.050518 = -5997004.582067
  nChanged 0
		SP:Iteration 67F (27080.940000 sec): 3 clusters
  Score: Raw -6000561.632585 + Penalty 3557.050518 = -5997004.582067
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 12 (8024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27081.060000 sec): 2 clusters
  Score: Raw -929106.819610 + Penalty 1460.906254 = -927645.913356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27081.340000 sec): 3 clusters
  Score: Raw -924709.971901 + Penalty 2921.812507 = -921788.159394
  nChanged 3385
		SP:Iteration 1F (27081.620000 sec): 3 clusters
  Score: Raw -926556.271835 + Penalty 2921.812507 = -923634.459328
  nChanged 580
		SP:Iteration 2F (27081.880000 sec): 3 clusters
  Score: Raw -926940.531363 + Penalty 2921.812507 = -924018.718856
  nChanged 550
		SP:Iteration 3F (27082.100000 sec): 3 clusters
  Score: Raw -927280.046060 + Penalty 2921.812507 = -924358.233553
  nChanged 488
		SP:Iteration 4F (27082.300000 sec): 3 clusters
  Score: Raw -927572.281234 + Penalty 2921.812507 = -924650.468727
  nChanged 451
		SP:Iteration 5F (27082.500000 sec): 3 clusters
  Score: Raw -927907.549355 + Penalty 2921.812507 = -924985.736848
  nChanged 470
		SP:Iteration 6F (27082.740000 sec): 3 clusters
  Score: Raw -928262.569128 + Penalty 2921.812507 = -925340.756621
  nChanged 460
		SP:Iteration 7F (27082.980000 sec): 3 clusters
  Score: Raw -928578.261728 + Penalty 2921.812507 = -925656.449221
  nChanged 374
		SP:Iteration 8Q (27083.200000 sec): 3 clusters
  Score: Raw -928806.255767 + Penalty 2921.812507 = -925884.443260
  nChanged 274
		SP:Iteration 9Q (27083.390000 sec): 3 clusters
  Score: Raw -928951.419995 + Penalty 2921.812507 = -926029.607487
  nChanged 236
		SP:Iteration 10Q (27083.620000 sec): 3 clusters
  Score: Raw -929076.519073 + Penalty 2921.812507 = -926154.706565
  nChanged 189
		SP:Iteration 11Q (27083.830000 sec): 3 clusters
  Score: Raw -929153.347131 + Penalty 2921.812507 = -926231.534624
  nChanged 134
		SP:Iteration 12Q (27084.090000 sec): 3 clusters
  Score: Raw -929201.990827 + Penalty 2921.812507 = -926280.178320
  nChanged 117
		SP:Iteration 13Q (27084.310000 sec): 3 clusters
  Score: Raw -929241.636455 + Penalty 2921.812507 = -926319.823948
  nChanged 97
		SP:Iteration 14Q (27084.560000 sec): 3 clusters
  Score: Raw -929273.006597 + Penalty 2921.812507 = -926351.194089
  nChanged 77
		SP:Iteration 15Q (27084.810000 sec): 3 clusters
  Score: Raw -929292.583851 + Penalty 2921.812507 = -926370.771344
  nChanged 53
		SP:Iteration 16Q (27084.990000 sec): 3 clusters
  Score: Raw -929304.391478 + Penalty 2921.812507 = -926382.578971
  nChanged 40
		SP:Iteration 17Q (27085.290000 sec): 3 clusters
  Score: Raw -929311.942308 + Penalty 2921.812507 = -926390.129801
  nChanged 38
		SP:Iteration 18Q (27085.520000 sec): 3 clusters
  Score: Raw -929319.994436 + Penalty 2921.812507 = -926398.181929
  nChanged 34
		SP:Iteration 19Q (27085.710000 sec): 3 clusters
  Score: Raw -929328.959058 + Penalty 2921.812507 = -926407.146551
  nChanged 35
		SP:Iteration 20F (27085.900000 sec): 3 clusters
  Score: Raw -929335.630064 + Penalty 2921.812507 = -926413.817557
  nChanged 22
		SP:Iteration 21Q (27086.120000 sec): 3 clusters
  Score: Raw -929340.213518 + Penalty 2921.812507 = -926418.401011
  nChanged 15
		SP:Iteration 22Q (27086.350000 sec): 3 clusters
  Score: Raw -929343.174897 + Penalty 2921.812507 = -926421.362390
  nChanged 19
		SP:Iteration 23Q (27086.580000 sec): 3 clusters
  Score: Raw -929347.821139 + Penalty 2921.812507 = -926426.008632
  nChanged 16
		SP:Iteration 24Q (27086.770000 sec): 3 clusters
  Score: Raw -929351.412267 + Penalty 2921.812507 = -926429.599760
  nChanged 12
		SP:Iteration 25Q (27086.940000 sec): 3 clusters
  Score: Raw -929353.757599 + Penalty 2921.812507 = -926431.945092
  nChanged 9
		SP:Iteration 26Q (27087.120000 sec): 3 clusters
  Score: Raw -929355.604646 + Penalty 2921.812507 = -926433.792139
  nChanged 14
		SP:Iteration 27Q (27087.350000 sec): 3 clusters
  Score: Raw -929358.936113 + Penalty 2921.812507 = -926437.123606
  nChanged 12
		SP:Iteration 28Q (27087.530000 sec): 3 clusters
  Score: Raw -929361.685063 + Penalty 2921.812507 = -926439.872556
  nChanged 11
		SP:Iteration 29Q (27087.770000 sec): 3 clusters
  Score: Raw -929363.773391 + Penalty 2921.812507 = -926441.960884
  nChanged 9
		SP:Iteration 30Q (27088.070000 sec): 3 clusters
  Score: Raw -929365.224306 + Penalty 2921.812507 = -926443.411799
  nChanged 11
		SP:Iteration 31Q (27088.290000 sec): 3 clusters
  Score: Raw -929366.916526 + Penalty 2921.812507 = -926445.104019
  nChanged 6
		SP:Iteration 32Q (27088.510000 sec): 3 clusters
  Score: Raw -929367.987657 + Penalty 2921.812507 = -926446.175150
  nChanged 10
		SP:Iteration 33Q (27088.690000 sec): 3 clusters
  Score: Raw -929369.815315 + Penalty 2921.812507 = -926448.002808
  nChanged 5
		SP:Iteration 34Q (27088.880000 sec): 3 clusters
  Score: Raw -929370.873833 + Penalty 2921.812507 = -926449.061326
  nChanged 4
		SP:Iteration 35Q (27089.150000 sec): 3 clusters
  Score: Raw -929371.517944 + Penalty 2921.812507 = -926449.705437
  nChanged 4
		SP:Iteration 36Q (27089.420000 sec): 3 clusters
  Score: Raw -929372.312698 + Penalty 2921.812507 = -926450.500191
  nChanged 2
		SP:Iteration 37Q (27089.720000 sec): 3 clusters
  Score: Raw -929372.999069 + Penalty 2921.812507 = -926451.186562
  nChanged 2
		SP:Iteration 38Q (27090.010000 sec): 3 clusters
  Score: Raw -929373.280586 + Penalty 2921.812507 = -926451.468079
  nChanged 1
		SP:Iteration 39Q (27090.280000 sec): 3 clusters
  Score: Raw -929373.465920 + Penalty 2921.812507 = -926451.653413
  nChanged 1
		SP:Iteration 40F (27090.560000 sec): 3 clusters
  Score: Raw -929373.633999 + Penalty 2921.812507 = -926451.821492
  nChanged 1
		SP:Iteration 41Q (27090.800000 sec): 3 clusters
  Score: Raw -929373.716792 + Penalty 2921.812507 = -926451.904285
  nChanged 0
		SP:Iteration 42F (27091.060000 sec): 3 clusters
  Score: Raw -929373.716792 + Penalty 2921.812507 = -926451.904285
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (39815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27091.460000 sec): 2 clusters
  Score: Raw -4708767.049852 + Penalty 1721.199838 = -4707045.850014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27091.910000 sec): 3 clusters
  Score: Raw -4683634.900542 + Penalty 3442.399677 = -4680192.500865
  nChanged 18547
		SP:Iteration 1F (27092.350000 sec): 3 clusters
  Score: Raw -4694053.858628 + Penalty 3442.399677 = -4690611.458952
  nChanged 1587
		SP:Iteration 2Q (27092.840000 sec): 3 clusters
  Score: Raw -4694537.088865 + Penalty 3442.399677 = -4691094.689189
  nChanged 1575
		SP:Iteration 3Q (27093.190000 sec): 3 clusters
  Score: Raw -4695097.928352 + Penalty 3442.399677 = -4691655.528676
  nChanged 1673
		SP:Iteration 4Q (27093.650000 sec): 3 clusters
  Score: Raw -4695843.711611 + Penalty 3442.399677 = -4692401.311934
  nChanged 1863
		SP:Iteration 5Q (27094.120000 sec): 3 clusters
  Score: Raw -4696805.301821 + Penalty 3442.399677 = -4693362.902144
  nChanged 2043
		SP:Iteration 6F (27094.550000 sec): 3 clusters
  Score: Raw -4698084.825051 + Penalty 3442.399677 = -4694642.425375
  nChanged 2295
		SP:Iteration 7F (27094.920000 sec): 3 clusters
  Score: Raw -4699842.625826 + Penalty 3442.399677 = -4696400.226150
  nChanged 2355
		SP:Iteration 8F (27095.300000 sec): 3 clusters
  Score: Raw -4701778.704105 + Penalty 3442.399677 = -4698336.304428
  nChanged 2255
		SP:Iteration 9F (27095.690000 sec): 3 clusters
  Score: Raw -4703648.422387 + Penalty 3442.399677 = -4700206.022711
  nChanged 1972
		SP:Iteration 10Q (27096.100000 sec): 3 clusters
  Score: Raw -4705169.467746 + Penalty 3442.399677 = -4701727.068070
  nChanged 1632
		SP:Iteration 11Q (27096.550000 sec): 3 clusters
  Score: Raw -4706248.352161 + Penalty 3442.399677 = -4702805.952485
  nChanged 1279
		SP:Iteration 12Q (27097.000000 sec): 3 clusters
  Score: Raw -4706923.097833 + Penalty 3442.399677 = -4703480.698156
  nChanged 909
		SP:Iteration 13Q (27097.480000 sec): 3 clusters
  Score: Raw -4707336.202269 + Penalty 3442.399677 = -4703893.802592
  nChanged 674
		SP:Iteration 14Q (27097.960000 sec): 3 clusters
  Score: Raw -4707604.055058 + Penalty 3442.399677 = -4704161.655382
  nChanged 556
		SP:Iteration 15Q (27098.390000 sec): 3 clusters
  Score: Raw -4707811.376992 + Penalty 3442.399677 = -4704368.977316
  nChanged 464
		SP:Iteration 16Q (27098.770000 sec): 3 clusters
  Score: Raw -4707981.113139 + Penalty 3442.399677 = -4704538.713463
  nChanged 425
		SP:Iteration 17Q (27099.130000 sec): 3 clusters
  Score: Raw -4708145.599534 + Penalty 3442.399677 = -4704703.199857
  nChanged 371
		SP:Iteration 18Q (27099.520000 sec): 3 clusters
  Score: Raw -4708281.969368 + Penalty 3442.399677 = -4704839.569692
  nChanged 359
		SP:Iteration 19Q (27099.840000 sec): 3 clusters
  Score: Raw -4708405.476910 + Penalty 3442.399677 = -4704963.077234
  nChanged 325
		SP:Iteration 20F (27100.180000 sec): 3 clusters
  Score: Raw -4708533.351416 + Penalty 3442.399677 = -4705090.951740
  nChanged 308
		SP:Iteration 21Q (27100.560000 sec): 3 clusters
  Score: Raw -4708653.979064 + Penalty 3442.399677 = -4705211.579387
  nChanged 284
		SP:Iteration 22Q (27100.890000 sec): 3 clusters
  Score: Raw -4708750.172415 + Penalty 3442.399677 = -4705307.772738
  nChanged 232
		SP:Iteration 23Q (27101.300000 sec): 3 clusters
  Score: Raw -4708830.097374 + Penalty 3442.399677 = -4705387.697698
  nChanged 225
		SP:Iteration 24Q (27101.630000 sec): 3 clusters
  Score: Raw -4708906.245397 + Penalty 3442.399677 = -4705463.845720
  nChanged 202
		SP:Iteration 25Q (27102.040000 sec): 3 clusters
  Score: Raw -4708967.524666 + Penalty 3442.399677 = -4705525.124989
  nChanged 186
		SP:Iteration 26Q (27102.390000 sec): 3 clusters
  Score: Raw -4709027.006121 + Penalty 3442.399677 = -4705584.606445
  nChanged 173
		SP:Iteration 27Q (27102.780000 sec): 3 clusters
  Score: Raw -4709080.747839 + Penalty 3442.399677 = -4705638.348163
  nChanged 138
		SP:Iteration 28Q (27103.100000 sec): 3 clusters
  Score: Raw -4709120.226192 + Penalty 3442.399677 = -4705677.826515
  nChanged 126
		SP:Iteration 29Q (27103.480000 sec): 3 clusters
  Score: Raw -4709150.113306 + Penalty 3442.399677 = -4705707.713630
  nChanged 100
		SP:Iteration 30Q (27103.910000 sec): 3 clusters
  Score: Raw -4709173.090612 + Penalty 3442.399677 = -4705730.690936
  nChanged 84
		SP:Iteration 31Q (27104.240000 sec): 3 clusters
  Score: Raw -4709193.614743 + Penalty 3442.399677 = -4705751.215067
  nChanged 92
		SP:Iteration 32Q (27104.660000 sec): 3 clusters
  Score: Raw -4709213.259090 + Penalty 3442.399677 = -4705770.859413
  nChanged 76
		SP:Iteration 33Q (27105.040000 sec): 3 clusters
  Score: Raw -4709230.937633 + Penalty 3442.399677 = -4705788.537956
  nChanged 82
		SP:Iteration 34Q (27105.350000 sec): 3 clusters
  Score: Raw -4709254.650055 + Penalty 3442.399677 = -4705812.250379
  nChanged 78
		SP:Iteration 35Q (27105.700000 sec): 3 clusters
  Score: Raw -4709272.472160 + Penalty 3442.399677 = -4705830.072483
  nChanged 64
		SP:Iteration 36Q (27106.040000 sec): 3 clusters
  Score: Raw -4709286.742853 + Penalty 3442.399677 = -4705844.343176
  nChanged 58
		SP:Iteration 37Q (27106.330000 sec): 3 clusters
  Score: Raw -4709299.272683 + Penalty 3442.399677 = -4705856.873006
  nChanged 53
		SP:Iteration 38Q (27106.690000 sec): 3 clusters
  Score: Raw -4709308.027187 + Penalty 3442.399677 = -4705865.627511
  nChanged 32
		SP:Iteration 39Q (27106.990000 sec): 3 clusters
  Score: Raw -4709314.486565 + Penalty 3442.399677 = -4705872.086889
  nChanged 37
		SP:Iteration 40F (27107.380000 sec): 3 clusters
  Score: Raw -4709320.873457 + Penalty 3442.399677 = -4705878.473780
  nChanged 31
		SP:Iteration 41Q (27107.660000 sec): 3 clusters
  Score: Raw -4709325.297383 + Penalty 3442.399677 = -4705882.897706
  nChanged 24
		SP:Iteration 42Q (27108.020000 sec): 3 clusters
  Score: Raw -4709328.825354 + Penalty 3442.399677 = -4705886.425678
  nChanged 24
		SP:Iteration 43Q (27108.340000 sec): 3 clusters
  Score: Raw -4709332.823344 + Penalty 3442.399677 = -4705890.423667
  nChanged 26
		SP:Iteration 44Q (27108.800000 sec): 3 clusters
  Score: Raw -4709337.385254 + Penalty 3442.399677 = -4705894.985577
  nChanged 24
		SP:Iteration 45Q (27109.120000 sec): 3 clusters
  Score: Raw -4709340.815395 + Penalty 3442.399677 = -4705898.415718
  nChanged 16
		SP:Iteration 46Q (27109.470000 sec): 3 clusters
  Score: Raw -4709343.876047 + Penalty 3442.399677 = -4705901.476370
  nChanged 15
		SP:Iteration 47Q (27109.860000 sec): 3 clusters
  Score: Raw -4709346.715689 + Penalty 3442.399677 = -4705904.316012
  nChanged 15
		SP:Iteration 48Q (27110.170000 sec): 3 clusters
  Score: Raw -4709348.722205 + Penalty 3442.399677 = -4705906.322529
  nChanged 10
		SP:Iteration 49Q (27110.540000 sec): 3 clusters
  Score: Raw -4709350.631225 + Penalty 3442.399677 = -4705908.231549
  nChanged 13
		SP:Iteration 50Q (27110.920000 sec): 3 clusters
  Score: Raw -4709354.642569 + Penalty 3442.399677 = -4705912.242893
  nChanged 16
		SP:Iteration 51Q (27111.250000 sec): 3 clusters
  Score: Raw -4709357.381330 + Penalty 3442.399677 = -4705914.981653
  nChanged 18
		SP:Iteration 52Q (27111.580000 sec): 3 clusters
  Score: Raw -4709359.957254 + Penalty 3442.399677 = -4705917.557577
  nChanged 13
		SP:Iteration 53Q (27111.950000 sec): 3 clusters
  Score: Raw -4709361.427108 + Penalty 3442.399677 = -4705919.027431
  nChanged 11
		SP:Iteration 54Q (27112.270000 sec): 3 clusters
  Score: Raw -4709363.656699 + Penalty 3442.399677 = -4705921.257022
  nChanged 15
		SP:Iteration 55Q (27112.590000 sec): 3 clusters
  Score: Raw -4709366.532388 + Penalty 3442.399677 = -4705924.132712
  nChanged 12
		SP:Iteration 56Q (27112.910000 sec): 3 clusters
  Score: Raw -4709368.310469 + Penalty 3442.399677 = -4705925.910793
  nChanged 8
		SP:Iteration 57Q (27113.300000 sec): 3 clusters
  Score: Raw -4709369.663225 + Penalty 3442.399677 = -4705927.263548
  nChanged 10
		SP:Iteration 58Q (27113.630000 sec): 3 clusters
  Score: Raw -4709371.374227 + Penalty 3442.399677 = -4705928.974550
  nChanged 16
		SP:Iteration 59Q (27114.000000 sec): 3 clusters
  Score: Raw -4709374.314998 + Penalty 3442.399677 = -4705931.915321
  nChanged 20
		SP:Iteration 60F (27114.340000 sec): 3 clusters
  Score: Raw -4709377.884130 + Penalty 3442.399677 = -4705935.484453
  nChanged 12
		SP:Iteration 61Q (27114.680000 sec): 3 clusters
  Score: Raw -4709379.549628 + Penalty 3442.399677 = -4705937.149951
  nChanged 12
		SP:Iteration 62Q (27115.040000 sec): 3 clusters
  Score: Raw -4709381.391083 + Penalty 3442.399677 = -4705938.991406
  nChanged 13
		SP:Iteration 63Q (27115.380000 sec): 3 clusters
  Score: Raw -4709383.767361 + Penalty 3442.399677 = -4705941.367684
  nChanged 13
		SP:Iteration 64Q (27115.740000 sec): 3 clusters
  Score: Raw -4709386.385462 + Penalty 3442.399677 = -4705943.985785
  nChanged 13
		SP:Iteration 65Q (27116.090000 sec): 3 clusters
  Score: Raw -4709389.287015 + Penalty 3442.399677 = -4705946.887339
  nChanged 15
		SP:Iteration 66Q (27116.460000 sec): 3 clusters
  Score: Raw -4709392.063619 + Penalty 3442.399677 = -4705949.663942
  nChanged 14
		SP:Iteration 67Q (27116.820000 sec): 3 clusters
  Score: Raw -4709394.325255 + Penalty 3442.399677 = -4705951.925579
  nChanged 12
		SP:Iteration 68Q (27117.250000 sec): 3 clusters
  Score: Raw -4709396.415345 + Penalty 3442.399677 = -4705954.015669
  nChanged 8
		SP:Iteration 69Q (27117.630000 sec): 3 clusters
  Score: Raw -4709397.315964 + Penalty 3442.399677 = -4705954.916287
  nChanged 9
		SP:Iteration 70Q (27118.010000 sec): 3 clusters
  Score: Raw -4709398.877111 + Penalty 3442.399677 = -4705956.477434
  nChanged 8
		SP:Iteration 71Q (27118.360000 sec): 3 clusters
  Score: Raw -4709400.054204 + Penalty 3442.399677 = -4705957.654527
  nChanged 8
		SP:Iteration 72Q (27118.780000 sec): 3 clusters
  Score: Raw -4709401.002583 + Penalty 3442.399677 = -4705958.602907
  nChanged 7
		SP:Iteration 73Q (27119.130000 sec): 3 clusters
  Score: Raw -4709401.772922 + Penalty 3442.399677 = -4705959.373246
  nChanged 11
		SP:Iteration 74Q (27119.540000 sec): 3 clusters
  Score: Raw -4709403.455990 + Penalty 3442.399677 = -4705961.056314
  nChanged 5
		SP:Iteration 75Q (27119.890000 sec): 3 clusters
  Score: Raw -4709404.137062 + Penalty 3442.399677 = -4705961.737385
  nChanged 7
		SP:Iteration 76Q (27120.270000 sec): 3 clusters
  Score: Raw -4709405.627752 + Penalty 3442.399677 = -4705963.228075
  nChanged 15
		SP:Iteration 77Q (27120.690000 sec): 3 clusters
  Score: Raw -4709407.862264 + Penalty 3442.399677 = -4705965.462588
  nChanged 8
		SP:Iteration 78Q (27121.070000 sec): 3 clusters
  Score: Raw -4709408.950953 + Penalty 3442.399677 = -4705966.551276
  nChanged 5
		SP:Iteration 79Q (27121.410000 sec): 3 clusters
  Score: Raw -4709409.747572 + Penalty 3442.399677 = -4705967.347896
  nChanged 6
		SP:Iteration 80F (27121.790000 sec): 3 clusters
  Score: Raw -4709410.628386 + Penalty 3442.399677 = -4705968.228709
  nChanged 4
		SP:Iteration 81Q (27122.180000 sec): 3 clusters
  Score: Raw -4709411.055633 + Penalty 3442.399677 = -4705968.655956
  nChanged 3
		SP:Iteration 82Q (27122.590000 sec): 3 clusters
  Score: Raw -4709411.512153 + Penalty 3442.399677 = -4705969.112476
  nChanged 8
		SP:Iteration 83Q (27122.900000 sec): 3 clusters
  Score: Raw -4709412.900035 + Penalty 3442.399677 = -4705970.500358
  nChanged 11
		SP:Iteration 84Q (27123.280000 sec): 3 clusters
  Score: Raw -4709414.837371 + Penalty 3442.399677 = -4705972.437694
  nChanged 12
		SP:Iteration 85Q (27123.640000 sec): 3 clusters
  Score: Raw -4709416.970006 + Penalty 3442.399677 = -4705974.570329
  nChanged 10
		SP:Iteration 86Q (27124.070000 sec): 3 clusters
  Score: Raw -4709418.444234 + Penalty 3442.399677 = -4705976.044558
  nChanged 7
		SP:Iteration 87Q (27124.450000 sec): 3 clusters
  Score: Raw -4709419.279051 + Penalty 3442.399677 = -4705976.879375
  nChanged 6
		SP:Iteration 88Q (27124.810000 sec): 3 clusters
  Score: Raw -4709419.942437 + Penalty 3442.399677 = -4705977.542761
  nChanged 4
		SP:Iteration 89Q (27125.180000 sec): 3 clusters
  Score: Raw -4709420.700662 + Penalty 3442.399677 = -4705978.300985
  nChanged 3
		SP:Iteration 90Q (27125.510000 sec): 3 clusters
  Score: Raw -4709421.030730 + Penalty 3442.399677 = -4705978.631054
  nChanged 0
		SP:Iteration 91F (27125.910000 sec): 3 clusters
  Score: Raw -4709421.030730 + Penalty 3442.399677 = -4705978.631054
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27126.070000 sec): 2 clusters
  Score: Raw -67052.568489 + Penalty 1028.289727 = -66024.278762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27126.250000 sec): 3 clusters
  Score: Raw -66988.582422 + Penalty 2056.579455 = -64932.002967
  nChanged 132
		SP:Iteration 1F (27126.410000 sec): 3 clusters
  Score: Raw -67155.361974 + Penalty 2056.579455 = -65098.782520
  nChanged 19
		SP:Iteration 2Q (27126.570000 sec): 3 clusters
  Score: Raw -67177.719666 + Penalty 2056.579455 = -65121.140211
  nChanged 7
		SP:Iteration 3Q (27126.720000 sec): 3 clusters
  Score: Raw -67186.274058 + Penalty 2056.579455 = -65129.694603
  nChanged 6
		SP:Iteration 4Q (27126.910000 sec): 3 clusters
  Score: Raw -67193.232054 + Penalty 2056.579455 = -65136.652599
  nChanged 3
		SP:Iteration 5Q (27127.140000 sec): 3 clusters
  Score: Raw -67194.873980 + Penalty 2056.579455 = -65138.294525
  nChanged 3
		SP:Iteration 6Q (27127.280000 sec): 3 clusters
  Score: Raw -67198.683280 + Penalty 2056.579455 = -65142.103825
  nChanged 0
		SP:Iteration 7F (27127.480000 sec): 3 clusters
  Score: Raw -67198.683280 + Penalty 2056.579455 = -65142.103825
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (12854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27127.670000 sec): 2 clusters
  Score: Raw -1473088.549128 + Penalty 1537.479178 = -1471551.069950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27127.920000 sec): 3 clusters
  Score: Raw -1465660.076265 + Penalty 3074.958356 = -1462585.117909
  nChanged 5624
		SP:Iteration 1F (27128.220000 sec): 3 clusters
  Score: Raw -1468757.151010 + Penalty 3074.958356 = -1465682.192654
  nChanged 762
		SP:Iteration 2F (27128.460000 sec): 3 clusters
  Score: Raw -1469056.909203 + Penalty 3074.958356 = -1465981.950847
  nChanged 615
		SP:Iteration 3Q (27128.740000 sec): 3 clusters
  Score: Raw -1469281.324066 + Penalty 3074.958356 = -1466206.365710
  nChanged 534
		SP:Iteration 4Q (27128.960000 sec): 3 clusters
  Score: Raw -1469483.966212 + Penalty 3074.958356 = -1466409.007856
  nChanged 533
		SP:Iteration 5Q (27129.180000 sec): 3 clusters
  Score: Raw -1469701.656827 + Penalty 3074.958356 = -1466626.698471
  nChanged 509
		SP:Iteration 6Q (27129.450000 sec): 3 clusters
  Score: Raw -1469891.345727 + Penalty 3074.958356 = -1466816.387372
  nChanged 450
		SP:Iteration 7Q (27129.660000 sec): 3 clusters
  Score: Raw -1470054.180545 + Penalty 3074.958356 = -1466979.222189
  nChanged 431
		SP:Iteration 8Q (27129.920000 sec): 3 clusters
  Score: Raw -1470242.236880 + Penalty 3074.958356 = -1467167.278524
  nChanged 436
		SP:Iteration 9Q (27130.160000 sec): 3 clusters
  Score: Raw -1470478.407964 + Penalty 3074.958356 = -1467403.449608
  nChanged 474
		SP:Iteration 10Q (27130.420000 sec): 3 clusters
  Score: Raw -1470756.452447 + Penalty 3074.958356 = -1467681.494091
  nChanged 507
		SP:Iteration 11Q (27130.640000 sec): 3 clusters
  Score: Raw -1471050.980288 + Penalty 3074.958356 = -1467976.021932
  nChanged 457
		SP:Iteration 12Q (27130.860000 sec): 3 clusters
  Score: Raw -1471314.157870 + Penalty 3074.958356 = -1468239.199514
  nChanged 409
		SP:Iteration 13Q (27131.080000 sec): 3 clusters
  Score: Raw -1471541.985993 + Penalty 3074.958356 = -1468467.027637
  nChanged 381
		SP:Iteration 14Q (27131.280000 sec): 3 clusters
  Score: Raw -1471778.917217 + Penalty 3074.958356 = -1468703.958861
  nChanged 360
		SP:Iteration 15Q (27131.520000 sec): 3 clusters
  Score: Raw -1471983.471324 + Penalty 3074.958356 = -1468908.512968
  nChanged 314
		SP:Iteration 16Q (27131.710000 sec): 3 clusters
  Score: Raw -1472148.562858 + Penalty 3074.958356 = -1469073.604503
  nChanged 258
		SP:Iteration 17Q (27131.920000 sec): 3 clusters
  Score: Raw -1472284.927201 + Penalty 3074.958356 = -1469209.968845
  nChanged 253
		SP:Iteration 18Q (27132.140000 sec): 3 clusters
  Score: Raw -1472421.980282 + Penalty 3074.958356 = -1469347.021926
  nChanged 222
		SP:Iteration 19Q (27132.420000 sec): 3 clusters
  Score: Raw -1472548.546208 + Penalty 3074.958356 = -1469473.587852
  nChanged 206
		SP:Iteration 20F (27132.610000 sec): 3 clusters
  Score: Raw -1472679.043453 + Penalty 3074.958356 = -1469604.085097
  nChanged 181
		SP:Iteration 21Q (27132.880000 sec): 3 clusters
  Score: Raw -1472794.305625 + Penalty 3074.958356 = -1469719.347269
  nChanged 145
		SP:Iteration 22Q (27133.110000 sec): 3 clusters
  Score: Raw -1472874.426228 + Penalty 3074.958356 = -1469799.467872
  nChanged 112
		SP:Iteration 23Q (27133.350000 sec): 3 clusters
  Score: Raw -1472934.990170 + Penalty 3074.958356 = -1469860.031814
  nChanged 121
		SP:Iteration 24Q (27133.590000 sec): 3 clusters
  Score: Raw -1473004.774415 + Penalty 3074.958356 = -1469929.816059
  nChanged 98
		SP:Iteration 25Q (27133.840000 sec): 3 clusters
  Score: Raw -1473069.631596 + Penalty 3074.958356 = -1469994.673240
  nChanged 94
		SP:Iteration 26Q (27134.060000 sec): 3 clusters
  Score: Raw -1473135.796381 + Penalty 3074.958356 = -1470060.838025
  nChanged 65
		SP:Iteration 27Q (27134.280000 sec): 3 clusters
  Score: Raw -1473180.118077 + Penalty 3074.958356 = -1470105.159722
  nChanged 57
		SP:Iteration 28Q (27134.540000 sec): 3 clusters
  Score: Raw -1473210.302591 + Penalty 3074.958356 = -1470135.344235
  nChanged 40
		SP:Iteration 29Q (27134.750000 sec): 3 clusters
  Score: Raw -1473235.040607 + Penalty 3074.958356 = -1470160.082251
  nChanged 33
		SP:Iteration 30Q (27135.000000 sec): 3 clusters
  Score: Raw -1473254.199892 + Penalty 3074.958356 = -1470179.241536
  nChanged 26
		SP:Iteration 31Q (27135.240000 sec): 3 clusters
  Score: Raw -1473268.536647 + Penalty 3074.958356 = -1470193.578291
  nChanged 18
		SP:Iteration 32Q (27135.490000 sec): 3 clusters
  Score: Raw -1473276.474447 + Penalty 3074.958356 = -1470201.516091
  nChanged 12
		SP:Iteration 33Q (27135.700000 sec): 3 clusters
  Score: Raw -1473285.572006 + Penalty 3074.958356 = -1470210.613650
  nChanged 20
		SP:Iteration 34Q (27135.920000 sec): 3 clusters
  Score: Raw -1473295.317090 + Penalty 3074.958356 = -1470220.358734
  nChanged 17
		SP:Iteration 35Q (27136.200000 sec): 3 clusters
  Score: Raw -1473303.705267 + Penalty 3074.958356 = -1470228.746911
  nChanged 16
		SP:Iteration 36Q (27136.410000 sec): 3 clusters
  Score: Raw -1473312.176289 + Penalty 3074.958356 = -1470237.217933
  nChanged 12
		SP:Iteration 37Q (27136.700000 sec): 3 clusters
  Score: Raw -1473321.011339 + Penalty 3074.958356 = -1470246.052983
  nChanged 11
		SP:Iteration 38Q (27136.920000 sec): 3 clusters
  Score: Raw -1473329.702664 + Penalty 3074.958356 = -1470254.744308
  nChanged 13
		SP:Iteration 39Q (27137.180000 sec): 3 clusters
  Score: Raw -1473338.692272 + Penalty 3074.958356 = -1470263.733916
  nChanged 10
		SP:Iteration 40F (27137.420000 sec): 3 clusters
  Score: Raw -1473345.758894 + Penalty 3074.958356 = -1470270.800538
  nChanged 6
		SP:Iteration 41Q (27137.640000 sec): 3 clusters
  Score: Raw -1473348.471684 + Penalty 3074.958356 = -1470273.513328
  nChanged 1
		SP:Iteration 42Q (27137.840000 sec): 3 clusters
  Score: Raw -1473349.145885 + Penalty 3074.958356 = -1470274.187530
  nChanged 3
		SP:Iteration 43Q (27138.060000 sec): 3 clusters
  Score: Raw -1473352.386380 + Penalty 3074.958356 = -1470277.428024
  nChanged 6
		SP:Iteration 44Q (27138.310000 sec): 3 clusters
  Score: Raw -1473355.725755 + Penalty 3074.958356 = -1470280.767399
  nChanged 6
		SP:Iteration 45Q (27138.510000 sec): 3 clusters
  Score: Raw -1473359.177303 + Penalty 3074.958356 = -1470284.218947
  nChanged 9
		SP:Iteration 46Q (27138.730000 sec): 3 clusters
  Score: Raw -1473363.419549 + Penalty 3074.958356 = -1470288.461193
  nChanged 3
		SP:Iteration 47Q (27138.970000 sec): 3 clusters
  Score: Raw -1473364.797123 + Penalty 3074.958356 = -1470289.838768
  nChanged 3
		SP:Iteration 48Q (27139.160000 sec): 3 clusters
  Score: Raw -1473366.106547 + Penalty 3074.958356 = -1470291.148191
  nChanged 0
		SP:Iteration 49F (27139.410000 sec): 3 clusters
  Score: Raw -1473366.106547 + Penalty 3074.958356 = -1470291.148191
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (16167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27139.560000 sec): 2 clusters
  Score: Raw -1776549.422988 + Penalty 1574.743204 = -1774974.679785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27139.870000 sec): 3 clusters
  Score: Raw -1767087.497169 + Penalty 3149.486407 = -1763938.010762
  nChanged 7199
		SP:Iteration 1F (27140.160000 sec): 3 clusters
  Score: Raw -1771254.891382 + Penalty 3149.486407 = -1768105.404974
  nChanged 1040
		SP:Iteration 2F (27140.420000 sec): 3 clusters
  Score: Raw -1771804.128823 + Penalty 3149.486407 = -1768654.642416
  nChanged 946
		SP:Iteration 3F (27140.660000 sec): 3 clusters
  Score: Raw -1772269.374974 + Penalty 3149.486407 = -1769119.888567
  nChanged 811
		SP:Iteration 4F (27140.920000 sec): 3 clusters
  Score: Raw -1772639.410836 + Penalty 3149.486407 = -1769489.924428
  nChanged 716
		SP:Iteration 5Q (27141.220000 sec): 3 clusters
  Score: Raw -1773000.212460 + Penalty 3149.486407 = -1769850.726053
  nChanged 697
		SP:Iteration 6Q (27141.450000 sec): 3 clusters
  Score: Raw -1773357.094063 + Penalty 3149.486407 = -1770207.607656
  nChanged 670
		SP:Iteration 7Q (27141.690000 sec): 3 clusters
  Score: Raw -1773712.437120 + Penalty 3149.486407 = -1770562.950713
  nChanged 598
		SP:Iteration 8Q (27141.970000 sec): 3 clusters
  Score: Raw -1773993.615665 + Penalty 3149.486407 = -1770844.129258
  nChanged 550
		SP:Iteration 9Q (27142.200000 sec): 3 clusters
  Score: Raw -1774230.476656 + Penalty 3149.486407 = -1771080.990249
  nChanged 477
		SP:Iteration 10Q (27142.450000 sec): 3 clusters
  Score: Raw -1774431.008164 + Penalty 3149.486407 = -1771281.521757
  nChanged 442
		SP:Iteration 11Q (27142.750000 sec): 3 clusters
  Score: Raw -1774610.957101 + Penalty 3149.486407 = -1771461.470694
  nChanged 396
		SP:Iteration 12Q (27142.970000 sec): 3 clusters
  Score: Raw -1774747.530571 + Penalty 3149.486407 = -1771598.044164
  nChanged 311
		SP:Iteration 13Q (27143.230000 sec): 3 clusters
  Score: Raw -1774845.708198 + Penalty 3149.486407 = -1771696.221791
  nChanged 272
		SP:Iteration 14Q (27143.440000 sec): 3 clusters
  Score: Raw -1774921.919114 + Penalty 3149.486407 = -1771772.432707
  nChanged 216
		SP:Iteration 15Q (27143.690000 sec): 3 clusters
  Score: Raw -1774987.601606 + Penalty 3149.486407 = -1771838.115199
  nChanged 203
		SP:Iteration 16Q (27143.930000 sec): 3 clusters
  Score: Raw -1775048.662448 + Penalty 3149.486407 = -1771899.176041
  nChanged 185
		SP:Iteration 17Q (27144.160000 sec): 3 clusters
  Score: Raw -1775108.184311 + Penalty 3149.486407 = -1771958.697904
  nChanged 197
		SP:Iteration 18Q (27144.440000 sec): 3 clusters
  Score: Raw -1775180.022534 + Penalty 3149.486407 = -1772030.536127
  nChanged 203
		SP:Iteration 19Q (27144.690000 sec): 3 clusters
  Score: Raw -1775260.895819 + Penalty 3149.486407 = -1772111.409411
  nChanged 221
		SP:Iteration 20F (27144.970000 sec): 3 clusters
  Score: Raw -1775356.634987 + Penalty 3149.486407 = -1772207.148580
  nChanged 233
		SP:Iteration 21Q (27145.190000 sec): 3 clusters
  Score: Raw -1775462.731735 + Penalty 3149.486407 = -1772313.245328
  nChanged 241
		SP:Iteration 22Q (27145.450000 sec): 3 clusters
  Score: Raw -1775564.957826 + Penalty 3149.486407 = -1772415.471419
  nChanged 211
		SP:Iteration 23Q (27145.740000 sec): 3 clusters
  Score: Raw -1775658.699424 + Penalty 3149.486407 = -1772509.213017
  nChanged 214
		SP:Iteration 24Q (27145.990000 sec): 3 clusters
  Score: Raw -1775770.058018 + Penalty 3149.486407 = -1772620.571610
  nChanged 212
		SP:Iteration 25Q (27146.230000 sec): 3 clusters
  Score: Raw -1775885.475084 + Penalty 3149.486407 = -1772735.988677
  nChanged 224
		SP:Iteration 26Q (27146.530000 sec): 3 clusters
  Score: Raw -1776003.774750 + Penalty 3149.486407 = -1772854.288343
  nChanged 225
		SP:Iteration 27Q (27146.800000 sec): 3 clusters
  Score: Raw -1776114.320177 + Penalty 3149.486407 = -1772964.833769
  nChanged 198
		SP:Iteration 28Q (27147.010000 sec): 3 clusters
  Score: Raw -1776202.524970 + Penalty 3149.486407 = -1773053.038563
  nChanged 183
		SP:Iteration 29Q (27147.330000 sec): 3 clusters
  Score: Raw -1776267.600513 + Penalty 3149.486407 = -1773118.114106
  nChanged 153
		SP:Iteration 30Q (27147.570000 sec): 3 clusters
  Score: Raw -1776316.226579 + Penalty 3149.486407 = -1773166.740172
  nChanged 124
		SP:Iteration 31Q (27147.830000 sec): 3 clusters
  Score: Raw -1776356.281365 + Penalty 3149.486407 = -1773206.794958
  nChanged 125
		SP:Iteration 32Q (27148.100000 sec): 3 clusters
  Score: Raw -1776396.346953 + Penalty 3149.486407 = -1773246.860546
  nChanged 135
		SP:Iteration 33Q (27148.360000 sec): 3 clusters
  Score: Raw -1776434.600157 + Penalty 3149.486407 = -1773285.113750
  nChanged 106
		SP:Iteration 34Q (27148.590000 sec): 3 clusters
  Score: Raw -1776458.210362 + Penalty 3149.486407 = -1773308.723954
  nChanged 97
		SP:Iteration 35Q (27148.860000 sec): 3 clusters
  Score: Raw -1776480.857323 + Penalty 3149.486407 = -1773331.370916
  nChanged 86
		SP:Iteration 36Q (27149.100000 sec): 3 clusters
  Score: Raw -1776500.825624 + Penalty 3149.486407 = -1773351.339216
  nChanged 77
		SP:Iteration 37Q (27149.320000 sec): 3 clusters
  Score: Raw -1776515.596354 + Penalty 3149.486407 = -1773366.109947
  nChanged 71
		SP:Iteration 38Q (27149.600000 sec): 3 clusters
  Score: Raw -1776530.318392 + Penalty 3149.486407 = -1773380.831985
  nChanged 65
		SP:Iteration 39Q (27149.840000 sec): 3 clusters
  Score: Raw -1776542.547814 + Penalty 3149.486407 = -1773393.061407
  nChanged 59
		SP:Iteration 40F (27150.140000 sec): 3 clusters
  Score: Raw -1776554.560255 + Penalty 3149.486407 = -1773405.073848
  nChanged 61
		SP:Iteration 41Q (27150.440000 sec): 3 clusters
  Score: Raw -1776566.343661 + Penalty 3149.486407 = -1773416.857254
  nChanged 57
		SP:Iteration 42Q (27150.710000 sec): 3 clusters
  Score: Raw -1776577.252989 + Penalty 3149.486407 = -1773427.766581
  nChanged 58
		SP:Iteration 43Q (27151.000000 sec): 3 clusters
  Score: Raw -1776589.672107 + Penalty 3149.486407 = -1773440.185700
  nChanged 54
		SP:Iteration 44Q (27151.220000 sec): 3 clusters
  Score: Raw -1776602.656710 + Penalty 3149.486407 = -1773453.170303
  nChanged 60
		SP:Iteration 45Q (27151.450000 sec): 3 clusters
  Score: Raw -1776615.065997 + Penalty 3149.486407 = -1773465.579590
  nChanged 55
		SP:Iteration 46Q (27151.670000 sec): 3 clusters
  Score: Raw -1776628.252819 + Penalty 3149.486407 = -1773478.766412
  nChanged 64
		SP:Iteration 47Q (27151.920000 sec): 3 clusters
  Score: Raw -1776644.131468 + Penalty 3149.486407 = -1773494.645061
  nChanged 57
		SP:Iteration 48Q (27152.160000 sec): 3 clusters
  Score: Raw -1776655.350729 + Penalty 3149.486407 = -1773505.864322
  nChanged 59
		SP:Iteration 49Q (27152.410000 sec): 3 clusters
  Score: Raw -1776668.905225 + Penalty 3149.486407 = -1773519.418818
  nChanged 64
		SP:Iteration 50Q (27152.650000 sec): 3 clusters
  Score: Raw -1776684.387197 + Penalty 3149.486407 = -1773534.900790
  nChanged 61
		SP:Iteration 51Q (27152.890000 sec): 3 clusters
  Score: Raw -1776699.058044 + Penalty 3149.486407 = -1773549.571637
  nChanged 64
		SP:Iteration 52Q (27153.100000 sec): 3 clusters
  Score: Raw -1776716.500489 + Penalty 3149.486407 = -1773567.014082
  nChanged 61
		SP:Iteration 53Q (27153.410000 sec): 3 clusters
  Score: Raw -1776733.626595 + Penalty 3149.486407 = -1773584.140188
  nChanged 67
		SP:Iteration 54Q (27153.620000 sec): 3 clusters
  Score: Raw -1776752.856299 + Penalty 3149.486407 = -1773603.369892
  nChanged 66
		SP:Iteration 55Q (27153.880000 sec): 3 clusters
  Score: Raw -1776770.915180 + Penalty 3149.486407 = -1773621.428773
  nChanged 60
		SP:Iteration 56Q (27154.100000 sec): 3 clusters
  Score: Raw -1776787.178873 + Penalty 3149.486407 = -1773637.692466
  nChanged 59
		SP:Iteration 57Q (27154.310000 sec): 3 clusters
  Score: Raw -1776800.452069 + Penalty 3149.486407 = -1773650.965662
  nChanged 52
		SP:Iteration 58Q (27154.560000 sec): 3 clusters
  Score: Raw -1776813.379528 + Penalty 3149.486407 = -1773663.893121
  nChanged 51
		SP:Iteration 59Q (27154.830000 sec): 3 clusters
  Score: Raw -1776825.073223 + Penalty 3149.486407 = -1773675.586816
  nChanged 40
		SP:Iteration 60F (27155.080000 sec): 3 clusters
  Score: Raw -1776835.598311 + Penalty 3149.486407 = -1773686.111903
  nChanged 40
		SP:Iteration 61Q (27155.380000 sec): 3 clusters
  Score: Raw -1776844.145596 + Penalty 3149.486407 = -1773694.659189
  nChanged 34
		SP:Iteration 62Q (27155.610000 sec): 3 clusters
  Score: Raw -1776851.807809 + Penalty 3149.486407 = -1773702.321402
  nChanged 22
		SP:Iteration 63Q (27155.900000 sec): 3 clusters
  Score: Raw -1776856.441682 + Penalty 3149.486407 = -1773706.955275
  nChanged 18
		SP:Iteration 64Q (27156.100000 sec): 3 clusters
  Score: Raw -1776859.996292 + Penalty 3149.486407 = -1773710.509885
  nChanged 12
		SP:Iteration 65Q (27156.370000 sec): 3 clusters
  Score: Raw -1776862.171384 + Penalty 3149.486407 = -1773712.684977
  nChanged 16
		SP:Iteration 66Q (27156.580000 sec): 3 clusters
  Score: Raw -1776865.083725 + Penalty 3149.486407 = -1773715.597318
  nChanged 17
		SP:Iteration 67Q (27156.840000 sec): 3 clusters
  Score: Raw -1776867.375238 + Penalty 3149.486407 = -1773717.888831
  nChanged 12
		SP:Iteration 68Q (27157.090000 sec): 3 clusters
  Score: Raw -1776869.000381 + Penalty 3149.486407 = -1773719.513974
  nChanged 13
		SP:Iteration 69Q (27157.280000 sec): 3 clusters
  Score: Raw -1776870.925163 + Penalty 3149.486407 = -1773721.438756
  nChanged 11
		SP:Iteration 70Q (27157.540000 sec): 3 clusters
  Score: Raw -1776872.957373 + Penalty 3149.486407 = -1773723.470966
  nChanged 11
		SP:Iteration 71Q (27157.750000 sec): 3 clusters
  Score: Raw -1776875.103468 + Penalty 3149.486407 = -1773725.617061
  nChanged 11
		SP:Iteration 72Q (27157.980000 sec): 3 clusters
  Score: Raw -1776877.554655 + Penalty 3149.486407 = -1773728.068248
  nChanged 14
		SP:Iteration 73Q (27158.190000 sec): 3 clusters
  Score: Raw -1776880.060564 + Penalty 3149.486407 = -1773730.574157
  nChanged 9
		SP:Iteration 74Q (27158.480000 sec): 3 clusters
  Score: Raw -1776881.335931 + Penalty 3149.486407 = -1773731.849523
  nChanged 4
		SP:Iteration 75Q (27158.730000 sec): 3 clusters
  Score: Raw -1776881.709586 + Penalty 3149.486407 = -1773732.223179
  nChanged 1
		SP:Iteration 76Q (27158.930000 sec): 3 clusters
  Score: Raw -1776881.794340 + Penalty 3149.486407 = -1773732.307933
  nChanged 1
		SP:Iteration 77Q (27159.170000 sec): 3 clusters
  Score: Raw -1776881.880810 + Penalty 3149.486407 = -1773732.394403
  nChanged 1
		SP:Iteration 78Q (27159.430000 sec): 3 clusters
  Score: Raw -1776881.897497 + Penalty 3149.486407 = -1773732.411090
  nChanged 0
		SP:Iteration 79F (27159.680000 sec): 3 clusters
  Score: Raw -1776881.897497 + Penalty 3149.486407 = -1773732.411090
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (10456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27159.820000 sec): 2 clusters
  Score: Raw -1199707.456008 + Penalty 1503.926329 = -1198203.529679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27160.060000 sec): 3 clusters
  Score: Raw -1193675.503594 + Penalty 3007.852658 = -1190667.650936
  nChanged 4577
		SP:Iteration 1F (27160.300000 sec): 3 clusters
  Score: Raw -1196243.222638 + Penalty 3007.852658 = -1193235.369980
  nChanged 691
		SP:Iteration 2F (27160.560000 sec): 3 clusters
  Score: Raw -1196539.336507 + Penalty 3007.852658 = -1193531.483849
  nChanged 539
		SP:Iteration 3F (27160.780000 sec): 3 clusters
  Score: Raw -1196751.696395 + Penalty 3007.852658 = -1193743.843737
  nChanged 458
		SP:Iteration 4Q (27160.960000 sec): 3 clusters
  Score: Raw -1196935.669790 + Penalty 3007.852658 = -1193927.817132
  nChanged 438
		SP:Iteration 5Q (27161.210000 sec): 3 clusters
  Score: Raw -1197129.506089 + Penalty 3007.852658 = -1194121.653431
  nChanged 446
		SP:Iteration 6Q (27161.420000 sec): 3 clusters
  Score: Raw -1197357.746226 + Penalty 3007.852658 = -1194349.893568
  nChanged 488
		SP:Iteration 7Q (27161.590000 sec): 3 clusters
  Score: Raw -1197653.109755 + Penalty 3007.852658 = -1194645.257097
  nChanged 505
		SP:Iteration 8Q (27161.800000 sec): 3 clusters
  Score: Raw -1198002.696021 + Penalty 3007.852658 = -1194994.843363
  nChanged 509
		SP:Iteration 9Q (27162.010000 sec): 3 clusters
  Score: Raw -1198393.243020 + Penalty 3007.852658 = -1195385.390362
  nChanged 463
		SP:Iteration 10Q (27162.210000 sec): 3 clusters
  Score: Raw -1198774.645854 + Penalty 3007.852658 = -1195766.793196
  nChanged 403
		SP:Iteration 11Q (27162.430000 sec): 3 clusters
  Score: Raw -1199071.986591 + Penalty 3007.852658 = -1196064.133933
  nChanged 320
		SP:Iteration 12Q (27162.670000 sec): 3 clusters
  Score: Raw -1199262.950257 + Penalty 3007.852658 = -1196255.097599
  nChanged 208
		SP:Iteration 13Q (27162.870000 sec): 3 clusters
  Score: Raw -1199366.410278 + Penalty 3007.852658 = -1196358.557620
  nChanged 152
		SP:Iteration 14Q (27163.060000 sec): 3 clusters
  Score: Raw -1199431.920943 + Penalty 3007.852658 = -1196424.068285
  nChanged 115
		SP:Iteration 15Q (27163.260000 sec): 3 clusters
  Score: Raw -1199480.863418 + Penalty 3007.852658 = -1196473.010760
  nChanged 111
		SP:Iteration 16Q (27163.480000 sec): 3 clusters
  Score: Raw -1199530.378229 + Penalty 3007.852658 = -1196522.525571
  nChanged 103
		SP:Iteration 17Q (27163.720000 sec): 3 clusters
  Score: Raw -1199573.484880 + Penalty 3007.852658 = -1196565.632222
  nChanged 85
		SP:Iteration 18Q (27163.980000 sec): 3 clusters
  Score: Raw -1199607.671615 + Penalty 3007.852658 = -1196599.818957
  nChanged 79
		SP:Iteration 19Q (27164.210000 sec): 3 clusters
  Score: Raw -1199644.162160 + Penalty 3007.852658 = -1196636.309502
  nChanged 63
		SP:Iteration 20F (27164.460000 sec): 3 clusters
  Score: Raw -1199672.529469 + Penalty 3007.852658 = -1196664.676811
  nChanged 70
		SP:Iteration 21Q (27164.690000 sec): 3 clusters
  Score: Raw -1199704.189357 + Penalty 3007.852658 = -1196696.336699
  nChanged 55
		SP:Iteration 22Q (27164.900000 sec): 3 clusters
  Score: Raw -1199733.521844 + Penalty 3007.852658 = -1196725.669186
  nChanged 65
		SP:Iteration 23Q (27165.140000 sec): 3 clusters
  Score: Raw -1199767.956551 + Penalty 3007.852658 = -1196760.103893
  nChanged 49
		SP:Iteration 24Q (27165.340000 sec): 3 clusters
  Score: Raw -1199796.881872 + Penalty 3007.852658 = -1196789.029214
  nChanged 51
		SP:Iteration 25Q (27165.560000 sec): 3 clusters
  Score: Raw -1199828.786940 + Penalty 3007.852658 = -1196820.934282
  nChanged 51
		SP:Iteration 26Q (27165.820000 sec): 3 clusters
  Score: Raw -1199865.449425 + Penalty 3007.852658 = -1196857.596767
  nChanged 44
		SP:Iteration 27Q (27166.020000 sec): 3 clusters
  Score: Raw -1199891.517431 + Penalty 3007.852658 = -1196883.664773
  nChanged 35
		SP:Iteration 28Q (27166.220000 sec): 3 clusters
  Score: Raw -1199910.586074 + Penalty 3007.852658 = -1196902.733416
  nChanged 37
		SP:Iteration 29Q (27166.440000 sec): 3 clusters
  Score: Raw -1199926.969177 + Penalty 3007.852658 = -1196919.116519
  nChanged 30
		SP:Iteration 30Q (27166.700000 sec): 3 clusters
  Score: Raw -1199938.175543 + Penalty 3007.852658 = -1196930.322885
  nChanged 25
		SP:Iteration 31Q (27166.910000 sec): 3 clusters
  Score: Raw -1199947.407220 + Penalty 3007.852658 = -1196939.554562
  nChanged 12
		SP:Iteration 32Q (27167.170000 sec): 3 clusters
  Score: Raw -1199951.067168 + Penalty 3007.852658 = -1196943.214510
  nChanged 9
		SP:Iteration 33Q (27167.320000 sec): 3 clusters
  Score: Raw -1199953.887868 + Penalty 3007.852658 = -1196946.035210
  nChanged 13
		SP:Iteration 34Q (27167.550000 sec): 3 clusters
  Score: Raw -1199959.869682 + Penalty 3007.852658 = -1196952.017024
  nChanged 10
		SP:Iteration 35Q (27167.730000 sec): 3 clusters
  Score: Raw -1199963.021760 + Penalty 3007.852658 = -1196955.169102
  nChanged 5
		SP:Iteration 36Q (27167.950000 sec): 3 clusters
  Score: Raw -1199965.238393 + Penalty 3007.852658 = -1196957.385735
  nChanged 5
		SP:Iteration 37Q (27168.150000 sec): 3 clusters
  Score: Raw -1199966.980894 + Penalty 3007.852658 = -1196959.128236
  nChanged 2
		SP:Iteration 38Q (27168.390000 sec): 3 clusters
  Score: Raw -1199967.958954 + Penalty 3007.852658 = -1196960.106296
  nChanged 4
		SP:Iteration 39Q (27168.600000 sec): 3 clusters
  Score: Raw -1199969.012517 + Penalty 3007.852658 = -1196961.159859
  nChanged 2
		SP:Iteration 40F (27168.880000 sec): 3 clusters
  Score: Raw -1199969.624724 + Penalty 3007.852658 = -1196961.772066
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27168.980000 sec): 2 clusters
  Score: Raw -138373.151797 + Penalty 1165.892700 = -137207.259096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27169.210000 sec): 3 clusters
  Score: Raw -137931.364027 + Penalty 2331.785401 = -135599.578626
  nChanged 419
		SP:Iteration 1F (27169.390000 sec): 3 clusters
  Score: Raw -138326.852935 + Penalty 2331.785401 = -135995.067535
  nChanged 113
		SP:Iteration 2F (27169.590000 sec): 3 clusters
  Score: Raw -138476.369410 + Penalty 2331.785401 = -136144.584009
  nChanged 73
		SP:Iteration 3F (27169.780000 sec): 3 clusters
  Score: Raw -138546.480844 + Penalty 2331.785401 = -136214.695443
  nChanged 36
		SP:Iteration 4Q (27169.980000 sec): 3 clusters
  Score: Raw -138589.811176 + Penalty 2331.785401 = -136258.025776
  nChanged 37
		SP:Iteration 5Q (27170.170000 sec): 3 clusters
  Score: Raw -138629.080606 + Penalty 2331.785401 = -136297.295205
  nChanged 27
		SP:Iteration 6Q (27170.380000 sec): 3 clusters
  Score: Raw -138650.951076 + Penalty 2331.785401 = -136319.165675
  nChanged 18
		SP:Iteration 7Q (27170.570000 sec): 3 clusters
  Score: Raw -138669.791298 + Penalty 2331.785401 = -136338.005897
  nChanged 16
		SP:Iteration 8Q (27170.790000 sec): 3 clusters
  Score: Raw -138677.701537 + Penalty 2331.785401 = -136345.916137
  nChanged 8
		SP:Iteration 9Q (27170.960000 sec): 3 clusters
  Score: Raw -138682.349927 + Penalty 2331.785401 = -136350.564527
  nChanged 6
		SP:Iteration 10Q (27171.150000 sec): 3 clusters
  Score: Raw -138686.407006 + Penalty 2331.785401 = -136354.621606
  nChanged 7
		SP:Iteration 11Q (27171.340000 sec): 3 clusters
  Score: Raw -138691.736159 + Penalty 2331.785401 = -136359.950758
  nChanged 6
		SP:Iteration 12Q (27171.540000 sec): 3 clusters
  Score: Raw -138699.774341 + Penalty 2331.785401 = -136367.988941
  nChanged 7
		SP:Iteration 13Q (27171.750000 sec): 3 clusters
  Score: Raw -138710.913266 + Penalty 2331.785401 = -136379.127865
  nChanged 8
		SP:Iteration 14Q (27171.960000 sec): 3 clusters
  Score: Raw -138728.397415 + Penalty 2331.785401 = -136396.612014
  nChanged 14
		SP:Iteration 15Q (27172.180000 sec): 3 clusters
  Score: Raw -138746.425401 + Penalty 2331.785401 = -136414.640000
  nChanged 20
		SP:Iteration 16Q (27172.330000 sec): 3 clusters
  Score: Raw -138771.625389 + Penalty 2331.785401 = -136439.839988
  nChanged 17
		SP:Iteration 17Q (27172.520000 sec): 3 clusters
  Score: Raw -138793.950536 + Penalty 2331.785401 = -136462.165135
  nChanged 17
		SP:Iteration 18Q (27172.700000 sec): 3 clusters
  Score: Raw -138809.509508 + Penalty 2331.785401 = -136477.724107
  nChanged 18
		SP:Iteration 19Q (27172.930000 sec): 3 clusters
  Score: Raw -138822.176203 + Penalty 2331.785401 = -136490.390802
  nChanged 13
		SP:Iteration 20F (27173.090000 sec): 3 clusters
  Score: Raw -138830.818068 + Penalty 2331.785401 = -136499.032668
  nChanged 14
		SP:Iteration 21Q (27173.340000 sec): 3 clusters
  Score: Raw -138845.391149 + Penalty 2331.785401 = -136513.605748
  nChanged 11
		SP:Iteration 22Q (27173.530000 sec): 3 clusters
  Score: Raw -138854.698474 + Penalty 2331.785401 = -136522.913074
  nChanged 14
		SP:Iteration 23Q (27173.750000 sec): 3 clusters
  Score: Raw -138866.034765 + Penalty 2331.785401 = -136534.249365
  nChanged 9
		SP:Iteration 24Q (27173.940000 sec): 3 clusters
  Score: Raw -138873.833481 + Penalty 2331.785401 = -136542.048080
  nChanged 7
		SP:Iteration 25Q (27174.110000 sec): 3 clusters
  Score: Raw -138878.358269 + Penalty 2331.785401 = -136546.572869
  nChanged 9
		SP:Iteration 26Q (27174.350000 sec): 3 clusters
  Score: Raw -138888.215968 + Penalty 2331.785401 = -136556.430567
  nChanged 18
		SP:Iteration 27Q (27174.570000 sec): 3 clusters
  Score: Raw -138902.102295 + Penalty 2331.785401 = -136570.316894
  nChanged 10
		SP:Iteration 28Q (27174.690000 sec): 3 clusters
  Score: Raw -138910.706457 + Penalty 2331.785401 = -136578.921056
  nChanged 9
		SP:Iteration 29Q (27174.910000 sec): 3 clusters
  Score: Raw -138916.154284 + Penalty 2331.785401 = -136584.368883
  nChanged 7
		SP:Iteration 30Q (27175.050000 sec): 3 clusters
  Score: Raw -138920.552499 + Penalty 2331.785401 = -136588.767098
  nChanged 7
		SP:Iteration 31Q (27175.240000 sec): 3 clusters
  Score: Raw -138925.566698 + Penalty 2331.785401 = -136593.781297
  nChanged 5
		SP:Iteration 32Q (27175.440000 sec): 3 clusters
  Score: Raw -138929.425814 + Penalty 2331.785401 = -136597.640413
  nChanged 7
		SP:Iteration 33Q (27175.610000 sec): 3 clusters
  Score: Raw -138933.976033 + Penalty 2331.785401 = -136602.190632
  nChanged 6
		SP:Iteration 34Q (27175.830000 sec): 3 clusters
  Score: Raw -138939.694057 + Penalty 2331.785401 = -136607.908656
  nChanged 7
		SP:Iteration 35Q (27175.940000 sec): 3 clusters
  Score: Raw -138945.196658 + Penalty 2331.785401 = -136613.411257
  nChanged 6
		SP:Iteration 36Q (27176.140000 sec): 3 clusters
  Score: Raw -138948.419676 + Penalty 2331.785401 = -136616.634275
  nChanged 7
		SP:Iteration 37Q (27176.320000 sec): 3 clusters
  Score: Raw -138955.109472 + Penalty 2331.785401 = -136623.324072
  nChanged 8
		SP:Iteration 38Q (27176.510000 sec): 3 clusters
  Score: Raw -138960.199832 + Penalty 2331.785401 = -136628.414432
  nChanged 5
		SP:Iteration 39Q (27176.690000 sec): 3 clusters
  Score: Raw -138964.085894 + Penalty 2331.785401 = -136632.300494
  nChanged 7
		SP:Iteration 40F (27176.860000 sec): 3 clusters
  Score: Raw -138967.791998 + Penalty 2331.785401 = -136636.006598
  nChanged 7
		SP:Iteration 41Q (27177.030000 sec): 3 clusters
  Score: Raw -138970.953901 + Penalty 2331.785401 = -136639.168501
  nChanged 2
		SP:Iteration 42Q (27177.190000 sec): 3 clusters
  Score: Raw -138971.487765 + Penalty 2331.785401 = -136639.702365
  nChanged 2
		SP:Iteration 43Q (27177.360000 sec): 3 clusters
  Score: Raw -138972.884140 + Penalty 2331.785401 = -136641.098740
  nChanged 1
		SP:Iteration 44Q (27177.550000 sec): 3 clusters
  Score: Raw -138974.016185 + Penalty 2331.785401 = -136642.230784
  nChanged 2
		SP:Iteration 45Q (27177.700000 sec): 3 clusters
  Score: Raw -138975.294281 + Penalty 2331.785401 = -136643.508880
  nChanged 5
		SP:Iteration 46Q (27177.870000 sec): 3 clusters
  Score: Raw -138978.386915 + Penalty 2331.785401 = -136646.601514
  nChanged 7
		SP:Iteration 47Q (27178.040000 sec): 3 clusters
  Score: Raw -138982.850489 + Penalty 2331.785401 = -136651.065088
  nChanged 5
		SP:Iteration 48Q (27178.190000 sec): 3 clusters
  Score: Raw -138985.344088 + Penalty 2331.785401 = -136653.558688
  nChanged 2
		SP:Iteration 49Q (27178.300000 sec): 3 clusters
  Score: Raw -138986.543510 + Penalty 2331.785401 = -136654.758109
  nChanged 3
		SP:Iteration 50Q (27178.500000 sec): 3 clusters
  Score: Raw -138989.216097 + Penalty 2331.785401 = -136657.430697
  nChanged 3
		SP:Iteration 51Q (27178.670000 sec): 3 clusters
  Score: Raw -138992.865104 + Penalty 2331.785401 = -136661.079703
  nChanged 4
		SP:Iteration 52Q (27178.830000 sec): 3 clusters
  Score: Raw -138995.706640 + Penalty 2331.785401 = -136663.921239
  nChanged 3
		SP:Iteration 53Q (27178.990000 sec): 3 clusters
  Score: Raw -138997.596632 + Penalty 2331.785401 = -136665.811231
  nChanged 3
		SP:Iteration 54Q (27179.090000 sec): 3 clusters
  Score: Raw -139000.223560 + Penalty 2331.785401 = -136668.438159
  nChanged 4
		SP:Iteration 55Q (27179.270000 sec): 3 clusters
  Score: Raw -139005.185384 + Penalty 2331.785401 = -136673.399983
  nChanged 5
		SP:Iteration 56Q (27179.420000 sec): 3 clusters
  Score: Raw -139011.058539 + Penalty 2331.785401 = -136679.273139
  nChanged 7
		SP:Iteration 57Q (27179.530000 sec): 3 clusters
  Score: Raw -139018.769197 + Penalty 2331.785401 = -136686.983796
  nChanged 5
		SP:Iteration 58Q (27179.700000 sec): 3 clusters
  Score: Raw -139025.115351 + Penalty 2331.785401 = -136693.329950
  nChanged 4
		SP:Iteration 59Q (27179.860000 sec): 3 clusters
  Score: Raw -139030.655459 + Penalty 2331.785401 = -136698.870058
  nChanged 11
		SP:Iteration 60F (27180.020000 sec): 3 clusters
  Score: Raw -139045.720896 + Penalty 2331.785401 = -136713.935495
  nChanged 11
		SP:Iteration 61Q (27180.190000 sec): 3 clusters
  Score: Raw -139056.581989 + Penalty 2331.785401 = -136724.796588
  nChanged 12
		SP:Iteration 62Q (27180.370000 sec): 3 clusters
  Score: Raw -139072.802423 + Penalty 2331.785401 = -136741.017022
  nChanged 11
		SP:Iteration 63Q (27180.540000 sec): 3 clusters
  Score: Raw -139088.757618 + Penalty 2331.785401 = -136756.972218
  nChanged 8
		SP:Iteration 64Q (27180.670000 sec): 3 clusters
  Score: Raw -139099.154921 + Penalty 2331.785401 = -136767.369520
  nChanged 9
		SP:Iteration 65Q (27180.820000 sec): 3 clusters
  Score: Raw -139105.628764 + Penalty 2331.785401 = -136773.843363
  nChanged 6
		SP:Iteration 66Q (27180.960000 sec): 3 clusters
  Score: Raw -139111.598536 + Penalty 2331.785401 = -136779.813135
  nChanged 1
		SP:Iteration 67Q (27181.160000 sec): 3 clusters
  Score: Raw -139112.196203 + Penalty 2331.785401 = -136780.410803
  nChanged 2
		SP:Iteration 68Q (27181.280000 sec): 3 clusters
  Score: Raw -139113.614522 + Penalty 2331.785401 = -136781.829121
  nChanged 1
		SP:Iteration 69Q (27181.450000 sec): 3 clusters
  Score: Raw -139114.376833 + Penalty 2331.785401 = -136782.591432
  nChanged 1
		SP:Iteration 70Q (27181.620000 sec): 3 clusters
  Score: Raw -139114.671515 + Penalty 2331.785401 = -136782.886114
  nChanged 0
		SP:Iteration 71F (27181.800000 sec): 3 clusters
  Score: Raw -139114.671515 + Penalty 2331.785401 = -136782.886114
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (17980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27182.000000 sec): 2 clusters
  Score: Raw -2119491.307613 + Penalty 1592.014988 = -2117899.292625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27182.270000 sec): 3 clusters
  Score: Raw -2108845.874341 + Penalty 3184.029975 = -2105661.844366
  nChanged 8076
		SP:Iteration 1F (27182.550000 sec): 3 clusters
  Score: Raw -2113181.361688 + Penalty 3184.029975 = -2109997.331712
  nChanged 919
		SP:Iteration 2F (27182.780000 sec): 3 clusters
  Score: Raw -2113563.831937 + Penalty 3184.029975 = -2110379.801962
  nChanged 934
		SP:Iteration 3F (27183.010000 sec): 3 clusters
  Score: Raw -2114032.295261 + Penalty 3184.029975 = -2110848.265286
  nChanged 947
		SP:Iteration 4F (27183.250000 sec): 3 clusters
  Score: Raw -2114576.786363 + Penalty 3184.029975 = -2111392.756387
  nChanged 1033
		SP:Iteration 5F (27183.530000 sec): 3 clusters
  Score: Raw -2115245.412920 + Penalty 3184.029975 = -2112061.382945
  nChanged 1104
		SP:Iteration 6F (27183.780000 sec): 3 clusters
  Score: Raw -2115999.227086 + Penalty 3184.029975 = -2112815.197110
  nChanged 1074
		SP:Iteration 7F (27184.070000 sec): 3 clusters
  Score: Raw -2116738.927749 + Penalty 3184.029975 = -2113554.897774
  nChanged 968
		SP:Iteration 8F (27184.280000 sec): 3 clusters
  Score: Raw -2117310.035750 + Penalty 3184.029975 = -2114126.005775
  nChanged 794
		SP:Iteration 9Q (27184.610000 sec): 3 clusters
  Score: Raw -2117773.985896 + Penalty 3184.029975 = -2114589.955921
  nChanged 708
		SP:Iteration 10Q (27184.920000 sec): 3 clusters
  Score: Raw -2118135.570966 + Penalty 3184.029975 = -2114951.540991
  nChanged 542
		SP:Iteration 11Q (27185.190000 sec): 3 clusters
  Score: Raw -2118389.991141 + Penalty 3184.029975 = -2115205.961166
  nChanged 481
		SP:Iteration 12Q (27185.520000 sec): 3 clusters
  Score: Raw -2118585.885856 + Penalty 3184.029975 = -2115401.855881
  nChanged 410
		SP:Iteration 13Q (27185.820000 sec): 3 clusters
  Score: Raw -2118750.262800 + Penalty 3184.029975 = -2115566.232825
  nChanged 368
		SP:Iteration 14Q (27186.090000 sec): 3 clusters
  Score: Raw -2118890.189292 + Penalty 3184.029975 = -2115706.159317
  nChanged 365
		SP:Iteration 15Q (27186.360000 sec): 3 clusters
  Score: Raw -2119019.895014 + Penalty 3184.029975 = -2115835.865039
  nChanged 333
		SP:Iteration 16Q (27186.640000 sec): 3 clusters
  Score: Raw -2119132.058811 + Penalty 3184.029975 = -2115948.028836
  nChanged 315
		SP:Iteration 17Q (27186.910000 sec): 3 clusters
  Score: Raw -2119239.589184 + Penalty 3184.029975 = -2116055.559209
  nChanged 296
		SP:Iteration 18Q (27187.110000 sec): 3 clusters
  Score: Raw -2119330.711681 + Penalty 3184.029975 = -2116146.681706
  nChanged 259
		SP:Iteration 19Q (27187.390000 sec): 3 clusters
  Score: Raw -2119410.201214 + Penalty 3184.029975 = -2116226.171238
  nChanged 216
		SP:Iteration 20F (27187.650000 sec): 3 clusters
  Score: Raw -2119471.127106 + Penalty 3184.029975 = -2116287.097131
  nChanged 196
		SP:Iteration 21Q (27187.910000 sec): 3 clusters
  Score: Raw -2119527.365615 + Penalty 3184.029975 = -2116343.335640
  nChanged 198
		SP:Iteration 22Q (27188.150000 sec): 3 clusters
  Score: Raw -2119585.708035 + Penalty 3184.029975 = -2116401.678060
  nChanged 183
		SP:Iteration 23Q (27188.400000 sec): 3 clusters
  Score: Raw -2119640.289069 + Penalty 3184.029975 = -2116456.259094
  nChanged 157
		SP:Iteration 24Q (27188.640000 sec): 3 clusters
  Score: Raw -2119680.969413 + Penalty 3184.029975 = -2116496.939438
  nChanged 131
		SP:Iteration 25Q (27188.900000 sec): 3 clusters
  Score: Raw -2119715.178720 + Penalty 3184.029975 = -2116531.148745
  nChanged 111
		SP:Iteration 26Q (27189.140000 sec): 3 clusters
  Score: Raw -2119742.461853 + Penalty 3184.029975 = -2116558.431878
  nChanged 114
		SP:Iteration 27Q (27189.440000 sec): 3 clusters
  Score: Raw -2119770.993183 + Penalty 3184.029975 = -2116586.963208
  nChanged 99
		SP:Iteration 28Q (27189.730000 sec): 3 clusters
  Score: Raw -2119791.850017 + Penalty 3184.029975 = -2116607.820042
  nChanged 82
		SP:Iteration 29Q (27190.000000 sec): 3 clusters
  Score: Raw -2119809.863387 + Penalty 3184.029975 = -2116625.833412
  nChanged 76
		SP:Iteration 30Q (27190.280000 sec): 3 clusters
  Score: Raw -2119828.823255 + Penalty 3184.029975 = -2116644.793280
  nChanged 76
		SP:Iteration 31Q (27190.550000 sec): 3 clusters
  Score: Raw -2119845.652969 + Penalty 3184.029975 = -2116661.622994
  nChanged 60
		SP:Iteration 32Q (27190.830000 sec): 3 clusters
  Score: Raw -2119858.528738 + Penalty 3184.029975 = -2116674.498763
  nChanged 56
		SP:Iteration 33Q (27191.120000 sec): 3 clusters
  Score: Raw -2119869.185496 + Penalty 3184.029975 = -2116685.155521
  nChanged 50
		SP:Iteration 34Q (27191.400000 sec): 3 clusters
  Score: Raw -2119879.080966 + Penalty 3184.029975 = -2116695.050991
  nChanged 56
		SP:Iteration 35Q (27191.720000 sec): 3 clusters
  Score: Raw -2119889.925736 + Penalty 3184.029975 = -2116705.895761
  nChanged 58
		SP:Iteration 36Q (27192.010000 sec): 3 clusters
  Score: Raw -2119903.422567 + Penalty 3184.029975 = -2116719.392591
  nChanged 50
		SP:Iteration 37Q (27192.230000 sec): 3 clusters
  Score: Raw -2119913.516534 + Penalty 3184.029975 = -2116729.486559
  nChanged 37
		SP:Iteration 38Q (27192.520000 sec): 3 clusters
  Score: Raw -2119920.643673 + Penalty 3184.029975 = -2116736.613698
  nChanged 39
		SP:Iteration 39Q (27192.780000 sec): 3 clusters
  Score: Raw -2119927.186943 + Penalty 3184.029975 = -2116743.156968
  nChanged 35
		SP:Iteration 40F (27193.040000 sec): 3 clusters
  Score: Raw -2119933.952728 + Penalty 3184.029975 = -2116749.922753
  nChanged 27
		SP:Iteration 41Q (27193.260000 sec): 3 clusters
  Score: Raw -2119939.927755 + Penalty 3184.029975 = -2116755.897780
  nChanged 26
		SP:Iteration 42Q (27193.580000 sec): 3 clusters
  Score: Raw -2119945.062123 + Penalty 3184.029975 = -2116761.032148
  nChanged 27
		SP:Iteration 43Q (27193.830000 sec): 3 clusters
  Score: Raw -2119950.861356 + Penalty 3184.029975 = -2116766.831381
  nChanged 31
		SP:Iteration 44Q (27194.060000 sec): 3 clusters
  Score: Raw -2119957.964488 + Penalty 3184.029975 = -2116773.934513
  nChanged 35
		SP:Iteration 45Q (27194.310000 sec): 3 clusters
  Score: Raw -2119965.169559 + Penalty 3184.029975 = -2116781.139584
  nChanged 31
		SP:Iteration 46Q (27194.530000 sec): 3 clusters
  Score: Raw -2119971.006850 + Penalty 3184.029975 = -2116786.976875
  nChanged 24
		SP:Iteration 47Q (27194.780000 sec): 3 clusters
  Score: Raw -2119975.230074 + Penalty 3184.029975 = -2116791.200099
  nChanged 25
		SP:Iteration 48Q (27195.010000 sec): 3 clusters
  Score: Raw -2119979.502461 + Penalty 3184.029975 = -2116795.472486
  nChanged 16
		SP:Iteration 49Q (27195.260000 sec): 3 clusters
  Score: Raw -2119982.130895 + Penalty 3184.029975 = -2116798.100920
  nChanged 16
		SP:Iteration 50Q (27195.490000 sec): 3 clusters
  Score: Raw -2119984.901679 + Penalty 3184.029975 = -2116800.871704
  nChanged 12
		SP:Iteration 51Q (27195.730000 sec): 3 clusters
  Score: Raw -2119986.634306 + Penalty 3184.029975 = -2116802.604331
  nChanged 15
		SP:Iteration 52Q (27195.940000 sec): 3 clusters
  Score: Raw -2119989.068649 + Penalty 3184.029975 = -2116805.038674
  nChanged 15
		SP:Iteration 53Q (27196.230000 sec): 3 clusters
  Score: Raw -2119991.328464 + Penalty 3184.029975 = -2116807.298488
  nChanged 10
		SP:Iteration 54Q (27196.460000 sec): 3 clusters
  Score: Raw -2119992.810861 + Penalty 3184.029975 = -2116808.780885
  nChanged 7
		SP:Iteration 55Q (27196.680000 sec): 3 clusters
  Score: Raw -2119994.275318 + Penalty 3184.029975 = -2116810.245343
  nChanged 8
		SP:Iteration 56Q (27196.980000 sec): 3 clusters
  Score: Raw -2119995.787725 + Penalty 3184.029975 = -2116811.757749
  nChanged 9
		SP:Iteration 57Q (27197.230000 sec): 3 clusters
  Score: Raw -2119998.272957 + Penalty 3184.029975 = -2116814.242982
  nChanged 11
		SP:Iteration 58Q (27197.540000 sec): 3 clusters
  Score: Raw -2120002.061006 + Penalty 3184.029975 = -2116818.031030
  nChanged 13
		SP:Iteration 59Q (27197.770000 sec): 3 clusters
  Score: Raw -2120004.088412 + Penalty 3184.029975 = -2116820.058437
  nChanged 10
		SP:Iteration 60F (27198.060000 sec): 3 clusters
  Score: Raw -2120005.685868 + Penalty 3184.029975 = -2116821.655893
  nChanged 7
		SP:Iteration 61Q (27198.290000 sec): 3 clusters
  Score: Raw -2120006.571608 + Penalty 3184.029975 = -2116822.541633
  nChanged 5
		SP:Iteration 62Q (27198.580000 sec): 3 clusters
  Score: Raw -2120007.553667 + Penalty 3184.029975 = -2116823.523692
  nChanged 7
		SP:Iteration 63Q (27198.920000 sec): 3 clusters
  Score: Raw -2120008.981702 + Penalty 3184.029975 = -2116824.951727
  nChanged 8
		SP:Iteration 64Q (27199.200000 sec): 3 clusters
  Score: Raw -2120010.475949 + Penalty 3184.029975 = -2116826.445974
  nChanged 4
		SP:Iteration 65Q (27199.460000 sec): 3 clusters
  Score: Raw -2120011.276237 + Penalty 3184.029975 = -2116827.246262
  nChanged 6
		SP:Iteration 66Q (27199.750000 sec): 3 clusters
  Score: Raw -2120012.070439 + Penalty 3184.029975 = -2116828.040464
  nChanged 3
		SP:Iteration 67Q (27200.000000 sec): 3 clusters
  Score: Raw -2120012.497519 + Penalty 3184.029975 = -2116828.467544
  nChanged 2
		SP:Iteration 68Q (27200.260000 sec): 3 clusters
  Score: Raw -2120013.108361 + Penalty 3184.029975 = -2116829.078386
  nChanged 4
		SP:Iteration 69Q (27200.580000 sec): 3 clusters
  Score: Raw -2120014.056967 + Penalty 3184.029975 = -2116830.026992
  nChanged 7
		SP:Iteration 70Q (27200.870000 sec): 3 clusters
  Score: Raw -2120015.797576 + Penalty 3184.029975 = -2116831.767601
  nChanged 8
		SP:Iteration 71Q (27201.170000 sec): 3 clusters
  Score: Raw -2120017.323935 + Penalty 3184.029975 = -2116833.293960
  nChanged 5
		SP:Iteration 72Q (27201.450000 sec): 3 clusters
  Score: Raw -2120018.126052 + Penalty 3184.029975 = -2116834.096077
  nChanged 4
		SP:Iteration 73Q (27201.770000 sec): 3 clusters
  Score: Raw -2120018.954737 + Penalty 3184.029975 = -2116834.924761
  nChanged 4
		SP:Iteration 74Q (27202.070000 sec): 3 clusters
  Score: Raw -2120019.499512 + Penalty 3184.029975 = -2116835.469537
  nChanged 3
		SP:Iteration 75Q (27202.340000 sec): 3 clusters
  Score: Raw -2120019.983312 + Penalty 3184.029975 = -2116835.953337
  nChanged 1
		SP:Iteration 76Q (27202.630000 sec): 3 clusters
  Score: Raw -2120020.148959 + Penalty 3184.029975 = -2116836.118983
  nChanged 3
		SP:Iteration 77Q (27202.830000 sec): 3 clusters
  Score: Raw -2120020.754089 + Penalty 3184.029975 = -2116836.724113
  nChanged 3
		SP:Iteration 78Q (27203.110000 sec): 3 clusters
  Score: Raw -2120021.238148 + Penalty 3184.029975 = -2116837.208173
  nChanged 2
		SP:Iteration 79Q (27203.390000 sec): 3 clusters
  Score: Raw -2120021.442155 + Penalty 3184.029975 = -2116837.412180
  nChanged 0
		SP:Iteration 80F (27203.680000 sec): 3 clusters
  Score: Raw -2120021.442155 + Penalty 3184.029975 = -2116837.412180
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 20 (154849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27204.430000 sec): 2 clusters
  Score: Raw -17654477.069401 + Penalty 1941.908431 = -17652535.160970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27205.220000 sec): 3 clusters
  Score: Raw -17552460.804252 + Penalty 3883.816861 = -17548576.987391
  nChanged 74422
		SP:Iteration 1F (27206.030000 sec): 3 clusters
  Score: Raw -17596756.501823 + Penalty 3883.816861 = -17592872.684962
  nChanged 5644
		SP:Iteration 2Q (27206.880000 sec): 3 clusters
  Score: Raw -17598383.364018 + Penalty 3883.816861 = -17594499.547156
  nChanged 6056
		SP:Iteration 3Q (27207.750000 sec): 3 clusters
  Score: Raw -17600348.787514 + Penalty 3883.816861 = -17596464.970652
  nChanged 6595
		SP:Iteration 4Q (27208.680000 sec): 3 clusters
  Score: Raw -17602614.392011 + Penalty 3883.816861 = -17598730.575150
  nChanged 6999
		SP:Iteration 5Q (27209.590000 sec): 3 clusters
  Score: Raw -17605065.780721 + Penalty 3883.816861 = -17601181.963860
  nChanged 6996
		SP:Iteration 6Q (27210.510000 sec): 3 clusters
  Score: Raw -17607459.222966 + Penalty 3883.816861 = -17603575.406104
  nChanged 6673
		SP:Iteration 7Q (27211.450000 sec): 3 clusters
  Score: Raw -17609709.169709 + Penalty 3883.816861 = -17605825.352848
  nChanged 6357
		SP:Iteration 8Q (27212.350000 sec): 3 clusters
  Score: Raw -17611815.932986 + Penalty 3883.816861 = -17607932.116125
  nChanged 6196
		SP:Iteration 9Q (27213.200000 sec): 3 clusters
  Score: Raw -17613939.439931 + Penalty 3883.816861 = -17610055.623070
  nChanged 6001
		SP:Iteration 10Q (27214.080000 sec): 3 clusters
  Score: Raw -17615980.147062 + Penalty 3883.816861 = -17612096.330200
  nChanged 5781
		SP:Iteration 11Q (27214.980000 sec): 3 clusters
  Score: Raw -17618042.606885 + Penalty 3883.816861 = -17614158.790023
  nChanged 5694
		SP:Iteration 12Q (27215.820000 sec): 3 clusters
  Score: Raw -17620225.004122 + Penalty 3883.816861 = -17616341.187261
  nChanged 5565
		SP:Iteration 13Q (27216.720000 sec): 3 clusters
  Score: Raw -17622561.046503 + Penalty 3883.816861 = -17618677.229641
  nChanged 5404
		SP:Iteration 14Q (27217.560000 sec): 3 clusters
  Score: Raw -17625047.429421 + Penalty 3883.816861 = -17621163.612559
  nChanged 5356
		SP:Iteration 15Q (27218.500000 sec): 3 clusters
  Score: Raw -17627754.173920 + Penalty 3883.816861 = -17623870.357059
  nChanged 5161
		SP:Iteration 16Q (27219.350000 sec): 3 clusters
  Score: Raw -17630415.137732 + Penalty 3883.816861 = -17626531.320870
  nChanged 4846
		SP:Iteration 17Q (27220.180000 sec): 3 clusters
  Score: Raw -17632849.669541 + Penalty 3883.816861 = -17628965.852680
  nChanged 4538
		SP:Iteration 18Q (27221.020000 sec): 3 clusters
  Score: Raw -17635025.052836 + Penalty 3883.816861 = -17631141.235975
  nChanged 4166
		SP:Iteration 19Q (27221.820000 sec): 3 clusters
  Score: Raw -17636971.478674 + Penalty 3883.816861 = -17633087.661813
  nChanged 3931
		SP:Iteration 20F (27222.660000 sec): 3 clusters
  Score: Raw -17638831.838937 + Penalty 3883.816861 = -17634948.022075
  nChanged 3881
		SP:Iteration 21Q (27223.490000 sec): 3 clusters
  Score: Raw -17640728.079918 + Penalty 3883.816861 = -17636844.263057
  nChanged 3746
		SP:Iteration 22Q (27224.260000 sec): 3 clusters
  Score: Raw -17642663.899053 + Penalty 3883.816861 = -17638780.082192
  nChanged 3587
		SP:Iteration 23Q (27225.080000 sec): 3 clusters
  Score: Raw -17644632.915737 + Penalty 3883.816861 = -17640749.098875
  nChanged 3327
		SP:Iteration 24Q (27225.950000 sec): 3 clusters
  Score: Raw -17646536.096397 + Penalty 3883.816861 = -17642652.279536
  nChanged 2962
		SP:Iteration 25Q (27226.840000 sec): 3 clusters
  Score: Raw -17648353.039394 + Penalty 3883.816861 = -17644469.222532
  nChanged 2604
		SP:Iteration 26Q (27227.730000 sec): 3 clusters
  Score: Raw -17650033.520753 + Penalty 3883.816861 = -17646149.703892
  nChanged 2167
		SP:Iteration 27Q (27228.560000 sec): 3 clusters
  Score: Raw -17651488.844388 + Penalty 3883.816861 = -17647605.027527
  nChanged 1736
		SP:Iteration 28Q (27229.440000 sec): 3 clusters
  Score: Raw -17652681.568595 + Penalty 3883.816861 = -17648797.751734
  nChanged 1202
		SP:Iteration 29Q (27230.370000 sec): 3 clusters
  Score: Raw -17653510.066285 + Penalty 3883.816861 = -17649626.249424
  nChanged 855
		SP:Iteration 30Q (27231.200000 sec): 3 clusters
  Score: Raw -17654130.146232 + Penalty 3883.816861 = -17650246.329371
  nChanged 556
		SP:Iteration 31Q (27232.100000 sec): 3 clusters
  Score: Raw -17654504.796778 + Penalty 3883.816861 = -17650620.979917
  nChanged 363
		SP:Iteration 32Q (27232.960000 sec): 3 clusters
  Score: Raw -17654721.656116 + Penalty 3883.816861 = -17650837.839254
  nChanged 235
		SP:Iteration 33Q (27233.780000 sec): 3 clusters
  Score: Raw -17654851.872747 + Penalty 3883.816861 = -17650968.055885
  nChanged 174
		SP:Iteration 34Q (27234.520000 sec): 3 clusters
  Score: Raw -17654952.612845 + Penalty 3883.816861 = -17651068.795984
  nChanged 139
		SP:Iteration 35Q (27235.320000 sec): 3 clusters
  Score: Raw -17655039.206532 + Penalty 3883.816861 = -17651155.389671
  nChanged 98
		SP:Iteration 36Q (27236.090000 sec): 3 clusters
  Score: Raw -17655086.638495 + Penalty 3883.816861 = -17651202.821634
  nChanged 71
		SP:Iteration 37Q (27236.850000 sec): 3 clusters
  Score: Raw -17655118.656916 + Penalty 3883.816861 = -17651234.840055
  nChanged 52
		SP:Iteration 38Q (27237.590000 sec): 3 clusters
  Score: Raw -17655140.197524 + Penalty 3883.816861 = -17651256.380663
  nChanged 39
		SP:Iteration 39Q (27238.440000 sec): 3 clusters
  Score: Raw -17655158.960345 + Penalty 3883.816861 = -17651275.143483
  nChanged 37
		SP:Iteration 40F (27239.460000 sec): 3 clusters
  Score: Raw -17655174.886915 + Penalty 3883.816861 = -17651291.070054
  nChanged 29
		SP:Iteration 41Q (27240.260000 sec): 3 clusters
  Score: Raw -17655185.751469 + Penalty 3883.816861 = -17651301.934608
  nChanged 25
		SP:Iteration 42Q (27241.020000 sec): 3 clusters
  Score: Raw -17655194.330725 + Penalty 3883.816861 = -17651310.513863
  nChanged 19
		SP:Iteration 43Q (27241.880000 sec): 3 clusters
  Score: Raw -17655200.989080 + Penalty 3883.816861 = -17651317.172219
  nChanged 9
		SP:Iteration 44Q (27242.720000 sec): 3 clusters
  Score: Raw -17655204.396440 + Penalty 3883.816861 = -17651320.579578
  nChanged 11
		SP:Iteration 45Q (27243.510000 sec): 3 clusters
  Score: Raw -17655208.334877 + Penalty 3883.816861 = -17651324.518015
  nChanged 9
		SP:Iteration 46Q (27244.320000 sec): 3 clusters
  Score: Raw -17655210.916239 + Penalty 3883.816861 = -17651327.099378
  nChanged 4
		SP:Iteration 47Q (27245.130000 sec): 3 clusters
  Score: Raw -17655212.261899 + Penalty 3883.816861 = -17651328.445037
  nChanged 5
		SP:Iteration 48Q (27245.880000 sec): 3 clusters
  Score: Raw -17655213.196449 + Penalty 3883.816861 = -17651329.379588
  nChanged 3
		SP:Iteration 49Q (27246.790000 sec): 3 clusters
  Score: Raw -17655213.768853 + Penalty 3883.816861 = -17651329.951992
  nChanged 2
		SP:Iteration 50Q (27247.610000 sec): 3 clusters
  Score: Raw -17655214.667898 + Penalty 3883.816861 = -17651330.851037
  nChanged 4
		SP:Iteration 51Q (27248.480000 sec): 3 clusters
  Score: Raw -17655216.265375 + Penalty 3883.816861 = -17651332.448513
  nChanged 1
		SP:Iteration 52Q (27249.310000 sec): 3 clusters
  Score: Raw -17655216.905873 + Penalty 3883.816861 = -17651333.089011
  nChanged 0
		SP:Iteration 53F (27250.200000 sec): 3 clusters
  Score: Raw -17655216.905873 + Penalty 3883.816861 = -17651333.089011
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 21 (3934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27250.340000 sec): 2 clusters
  Score: Raw -490148.949680 + Penalty 1345.079450 = -488803.870230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27250.500000 sec): 3 clusters
  Score: Raw -488182.840315 + Penalty 2690.158900 = -485492.681415
  nChanged 1525
		SP:Iteration 1F (27250.670000 sec): 3 clusters
  Score: Raw -488957.106971 + Penalty 2690.158900 = -486266.948071
  nChanged 278
		SP:Iteration 2F (27250.850000 sec): 3 clusters
  Score: Raw -489106.953186 + Penalty 2690.158900 = -486416.794286
  nChanged 228
		SP:Iteration 3F (27250.980000 sec): 3 clusters
  Score: Raw -489230.555384 + Penalty 2690.158900 = -486540.396484
  nChanged 144
		SP:Iteration 4Q (27251.160000 sec): 3 clusters
  Score: Raw -489299.193517 + Penalty 2690.158900 = -486609.034618
  nChanged 113
		SP:Iteration 5Q (27251.400000 sec): 3 clusters
  Score: Raw -489347.393283 + Penalty 2690.158900 = -486657.234383
  nChanged 103
		SP:Iteration 6Q (27251.600000 sec): 3 clusters
  Score: Raw -489389.193621 + Penalty 2690.158900 = -486699.034721
  nChanged 91
		SP:Iteration 7Q (27251.780000 sec): 3 clusters
  Score: Raw -489425.489178 + Penalty 2690.158900 = -486735.330279
  nChanged 69
		SP:Iteration 8Q (27252.000000 sec): 3 clusters
  Score: Raw -489455.063166 + Penalty 2690.158900 = -486764.904266
  nChanged 61
		SP:Iteration 9Q (27252.190000 sec): 3 clusters
  Score: Raw -489484.100100 + Penalty 2690.158900 = -486793.941200
  nChanged 62
		SP:Iteration 10Q (27252.380000 sec): 3 clusters
  Score: Raw -489514.938610 + Penalty 2690.158900 = -486824.779710
  nChanged 63
		SP:Iteration 11Q (27252.610000 sec): 3 clusters
  Score: Raw -489545.860259 + Penalty 2690.158900 = -486855.701359
  nChanged 69
		SP:Iteration 12Q (27252.790000 sec): 3 clusters
  Score: Raw -489581.215535 + Penalty 2690.158900 = -486891.056635
  nChanged 71
		SP:Iteration 13Q (27252.980000 sec): 3 clusters
  Score: Raw -489615.926860 + Penalty 2690.158900 = -486925.767961
  nChanged 65
		SP:Iteration 14Q (27253.160000 sec): 3 clusters
  Score: Raw -489648.221881 + Penalty 2690.158900 = -486958.062982
  nChanged 62
		SP:Iteration 15Q (27253.340000 sec): 3 clusters
  Score: Raw -489680.326383 + Penalty 2690.158900 = -486990.167483
  nChanged 65
		SP:Iteration 16Q (27253.520000 sec): 3 clusters
  Score: Raw -489717.044479 + Penalty 2690.158900 = -487026.885579
  nChanged 66
		SP:Iteration 17Q (27253.670000 sec): 3 clusters
  Score: Raw -489753.371844 + Penalty 2690.158900 = -487063.212945
  nChanged 72
		SP:Iteration 18Q (27253.890000 sec): 3 clusters
  Score: Raw -489791.569997 + Penalty 2690.158900 = -487101.411097
  nChanged 71
		SP:Iteration 19Q (27254.070000 sec): 3 clusters
  Score: Raw -489823.622924 + Penalty 2690.158900 = -487133.464024
  nChanged 60
		SP:Iteration 20F (27254.280000 sec): 3 clusters
  Score: Raw -489859.598297 + Penalty 2690.158900 = -487169.439398
  nChanged 70
		SP:Iteration 21Q (27254.500000 sec): 3 clusters
  Score: Raw -489899.924397 + Penalty 2690.158900 = -487209.765497
  nChanged 67
		SP:Iteration 22Q (27254.640000 sec): 3 clusters
  Score: Raw -489934.735294 + Penalty 2690.158900 = -487244.576394
  nChanged 55
		SP:Iteration 23Q (27254.860000 sec): 3 clusters
  Score: Raw -489963.359816 + Penalty 2690.158900 = -487273.200916
  nChanged 49
		SP:Iteration 24Q (27255.070000 sec): 3 clusters
  Score: Raw -489988.365247 + Penalty 2690.158900 = -487298.206347
  nChanged 41
		SP:Iteration 25Q (27255.270000 sec): 3 clusters
  Score: Raw -490013.234668 + Penalty 2690.158900 = -487323.075768
  nChanged 45
		SP:Iteration 26Q (27255.480000 sec): 3 clusters
  Score: Raw -490042.401111 + Penalty 2690.158900 = -487352.242211
  nChanged 43
		SP:Iteration 27Q (27255.630000 sec): 3 clusters
  Score: Raw -490071.997629 + Penalty 2690.158900 = -487381.838730
  nChanged 54
		SP:Iteration 28Q (27255.800000 sec): 3 clusters
  Score: Raw -490103.259122 + Penalty 2690.158900 = -487413.100223
  nChanged 47
		SP:Iteration 29Q (27256.000000 sec): 3 clusters
  Score: Raw -490131.401173 + Penalty 2690.158900 = -487441.242273
  nChanged 38
		SP:Iteration 30Q (27256.210000 sec): 3 clusters
  Score: Raw -490152.301751 + Penalty 2690.158900 = -487462.142851
  nChanged 30
		SP:Iteration 31Q (27256.410000 sec): 3 clusters
  Score: Raw -490170.515422 + Penalty 2690.158900 = -487480.356522
  nChanged 27
		SP:Iteration 32Q (27256.640000 sec): 3 clusters
  Score: Raw -490182.166619 + Penalty 2690.158900 = -487492.007719
  nChanged 11
		SP:Iteration 33Q (27256.810000 sec): 3 clusters
  Score: Raw -490188.232049 + Penalty 2690.158900 = -487498.073150
  nChanged 16
		SP:Iteration 34Q (27257.010000 sec): 3 clusters
  Score: Raw -490195.277797 + Penalty 2690.158900 = -487505.118897
  nChanged 12
		SP:Iteration 35Q (27257.220000 sec): 3 clusters
  Score: Raw -490200.888157 + Penalty 2690.158900 = -487510.729257
  nChanged 7
		SP:Iteration 36Q (27257.390000 sec): 3 clusters
  Score: Raw -490204.127961 + Penalty 2690.158900 = -487513.969062
  nChanged 9
		SP:Iteration 37Q (27257.540000 sec): 3 clusters
  Score: Raw -490207.974193 + Penalty 2690.158900 = -487517.815293
  nChanged 6
		SP:Iteration 38Q (27257.750000 sec): 3 clusters
  Score: Raw -490211.287801 + Penalty 2690.158900 = -487521.128902
  nChanged 10
		SP:Iteration 39Q (27257.930000 sec): 3 clusters
  Score: Raw -490215.536411 + Penalty 2690.158900 = -487525.377511
  nChanged 5
		SP:Iteration 40F (27258.080000 sec): 3 clusters
  Score: Raw -490217.216371 + Penalty 2690.158900 = -487527.057472
  nChanged 4
		SP:Iteration 41Q (27258.270000 sec): 3 clusters
  Score: Raw -490218.520896 + Penalty 2690.158900 = -487528.361996
  nChanged 2
		SP:Iteration 42Q (27258.450000 sec): 3 clusters
  Score: Raw -490219.659988 + Penalty 2690.158900 = -487529.501088
  nChanged 4
		SP:Iteration 43Q (27258.620000 sec): 3 clusters
  Score: Raw -490222.467123 + Penalty 2690.158900 = -487532.308223
  nChanged 8
		SP:Iteration 44Q (27258.770000 sec): 3 clusters
  Score: Raw -490226.613998 + Penalty 2690.158900 = -487536.455098
  nChanged 9
		SP:Iteration 45Q (27258.980000 sec): 3 clusters
  Score: Raw -490233.061599 + Penalty 2690.158900 = -487542.902700
  nChanged 10
		SP:Iteration 46Q (27259.180000 sec): 3 clusters
  Score: Raw -490238.960966 + Penalty 2690.158900 = -487548.802067
  nChanged 11
		SP:Iteration 47Q (27259.370000 sec): 3 clusters
  Score: Raw -490243.901963 + Penalty 2690.158900 = -487553.743064
  nChanged 4
		SP:Iteration 48Q (27259.560000 sec): 3 clusters
  Score: Raw -490246.430824 + Penalty 2690.158900 = -487556.271925
  nChanged 9
		SP:Iteration 49Q (27259.730000 sec): 3 clusters
  Score: Raw -490254.592306 + Penalty 2690.158900 = -487564.433407
  nChanged 9
		SP:Iteration 50Q (27259.900000 sec): 3 clusters
  Score: Raw -490259.842057 + Penalty 2690.158900 = -487569.683157
  nChanged 10
		SP:Iteration 51Q (27260.090000 sec): 3 clusters
  Score: Raw -490264.946918 + Penalty 2690.158900 = -487574.788019
  nChanged 9
		SP:Iteration 52Q (27260.290000 sec): 3 clusters
  Score: Raw -490270.964710 + Penalty 2690.158900 = -487580.805810
  nChanged 6
		SP:Iteration 53Q (27260.450000 sec): 3 clusters
  Score: Raw -490276.978452 + Penalty 2690.158900 = -487586.819552
  nChanged 5
		SP:Iteration 54Q (27260.620000 sec): 3 clusters
  Score: Raw -490280.198596 + Penalty 2690.158900 = -487590.039697
  nChanged 3
		SP:Iteration 55Q (27260.790000 sec): 3 clusters
  Score: Raw -490281.790520 + Penalty 2690.158900 = -487591.631620
  nChanged 1
		SP:Iteration 56Q (27260.990000 sec): 3 clusters
  Score: Raw -490282.540783 + Penalty 2690.158900 = -487592.381883
  nChanged 1
		SP:Iteration 57Q (27261.200000 sec): 3 clusters
  Score: Raw -490284.107266 + Penalty 2690.158900 = -487593.948367
  nChanged 0
		SP:Iteration 58F (27261.410000 sec): 3 clusters
  Score: Raw -490284.107266 + Penalty 2690.158900 = -487593.948367
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 22 (31014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27261.660000 sec): 2 clusters
  Score: Raw -3254901.966669 + Penalty 1680.606524 = -3253221.360145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27262.020000 sec): 3 clusters
  Score: Raw -3235577.295697 + Penalty 3361.213048 = -3232216.082648
  nChanged 14362
		SP:Iteration 1F (27262.360000 sec): 3 clusters
  Score: Raw -3243736.178389 + Penalty 3361.213048 = -3240374.965341
  nChanged 1589
		SP:Iteration 2F (27262.680000 sec): 3 clusters
  Score: Raw -3244388.598975 + Penalty 3361.213048 = -3241027.385927
  nChanged 1674
		SP:Iteration 3F (27263.050000 sec): 3 clusters
  Score: Raw -3245225.830567 + Penalty 3361.213048 = -3241864.617519
  nChanged 1868
		SP:Iteration 4F (27263.330000 sec): 3 clusters
  Score: Raw -3246322.585270 + Penalty 3361.213048 = -3242961.372222
  nChanged 1948
		SP:Iteration 5F (27263.660000 sec): 3 clusters
  Score: Raw -3247625.091738 + Penalty 3361.213048 = -3244263.878690
  nChanged 1965
		SP:Iteration 6F (27264.000000 sec): 3 clusters
  Score: Raw -3249026.336273 + Penalty 3361.213048 = -3245665.123225
  nChanged 1840
		SP:Iteration 7F (27264.330000 sec): 3 clusters
  Score: Raw -3250316.034127 + Penalty 3361.213048 = -3246954.821078
  nChanged 1513
		SP:Iteration 8Q (27264.700000 sec): 3 clusters
  Score: Raw -3251365.227626 + Penalty 3361.213048 = -3248004.014577
  nChanged 1213
		SP:Iteration 9Q (27265.070000 sec): 3 clusters
  Score: Raw -3252066.948267 + Penalty 3361.213048 = -3248705.735218
  nChanged 903
		SP:Iteration 10Q (27265.450000 sec): 3 clusters
  Score: Raw -3252525.165583 + Penalty 3361.213048 = -3249163.952535
  nChanged 667
		SP:Iteration 11Q (27265.810000 sec): 3 clusters
  Score: Raw -3252831.247271 + Penalty 3361.213048 = -3249470.034223
  nChanged 554
		SP:Iteration 12Q (27266.200000 sec): 3 clusters
  Score: Raw -3253080.668112 + Penalty 3361.213048 = -3249719.455064
  nChanged 516
		SP:Iteration 13Q (27266.600000 sec): 3 clusters
  Score: Raw -3253309.960337 + Penalty 3361.213048 = -3249948.747289
  nChanged 428
		SP:Iteration 14Q (27266.910000 sec): 3 clusters
  Score: Raw -3253501.301935 + Penalty 3361.213048 = -3250140.088887
  nChanged 362
		SP:Iteration 15Q (27267.270000 sec): 3 clusters
  Score: Raw -3253660.596221 + Penalty 3361.213048 = -3250299.383172
  nChanged 331
		SP:Iteration 16Q (27267.610000 sec): 3 clusters
  Score: Raw -3253800.486234 + Penalty 3361.213048 = -3250439.273186
  nChanged 315
		SP:Iteration 17Q (27267.940000 sec): 3 clusters
  Score: Raw -3253936.579251 + Penalty 3361.213048 = -3250575.366203
  nChanged 307
		SP:Iteration 18Q (27268.310000 sec): 3 clusters
  Score: Raw -3254066.056036 + Penalty 3361.213048 = -3250704.842988
  nChanged 274
		SP:Iteration 19Q (27268.670000 sec): 3 clusters
  Score: Raw -3254185.505669 + Penalty 3361.213048 = -3250824.292621
  nChanged 270
		SP:Iteration 20F (27269.020000 sec): 3 clusters
  Score: Raw -3254302.155231 + Penalty 3361.213048 = -3250940.942183
  nChanged 242
		SP:Iteration 21Q (27269.350000 sec): 3 clusters
  Score: Raw -3254410.072736 + Penalty 3361.213048 = -3251048.859688
  nChanged 234
		SP:Iteration 22Q (27269.730000 sec): 3 clusters
  Score: Raw -3254509.939484 + Penalty 3361.213048 = -3251148.726436
  nChanged 203
		SP:Iteration 23Q (27270.090000 sec): 3 clusters
  Score: Raw -3254600.454822 + Penalty 3361.213048 = -3251239.241773
  nChanged 206
		SP:Iteration 24Q (27270.440000 sec): 3 clusters
  Score: Raw -3254697.254452 + Penalty 3361.213048 = -3251336.041403
  nChanged 181
		SP:Iteration 25Q (27270.760000 sec): 3 clusters
  Score: Raw -3254776.522201 + Penalty 3361.213048 = -3251415.309153
  nChanged 155
		SP:Iteration 26Q (27271.070000 sec): 3 clusters
  Score: Raw -3254848.016455 + Penalty 3361.213048 = -3251486.803407
  nChanged 137
		SP:Iteration 27Q (27271.490000 sec): 3 clusters
  Score: Raw -3254906.915397 + Penalty 3361.213048 = -3251545.702349
  nChanged 110
		SP:Iteration 28Q (27271.810000 sec): 3 clusters
  Score: Raw -3254951.835547 + Penalty 3361.213048 = -3251590.622498
  nChanged 86
		SP:Iteration 29Q (27272.160000 sec): 3 clusters
  Score: Raw -3254992.210261 + Penalty 3361.213048 = -3251630.997213
  nChanged 83
		SP:Iteration 30Q (27272.550000 sec): 3 clusters
  Score: Raw -3255023.695355 + Penalty 3361.213048 = -3251662.482306
  nChanged 65
		SP:Iteration 31Q (27272.920000 sec): 3 clusters
  Score: Raw -3255048.474702 + Penalty 3361.213048 = -3251687.261654
  nChanged 50
		SP:Iteration 32Q (27273.240000 sec): 3 clusters
  Score: Raw -3255066.946662 + Penalty 3361.213048 = -3251705.733614
  nChanged 44
		SP:Iteration 33Q (27273.580000 sec): 3 clusters
  Score: Raw -3255080.797386 + Penalty 3361.213048 = -3251719.584337
  nChanged 39
		SP:Iteration 34Q (27273.910000 sec): 3 clusters
  Score: Raw -3255093.615442 + Penalty 3361.213048 = -3251732.402394
  nChanged 33
		SP:Iteration 35Q (27274.200000 sec): 3 clusters
  Score: Raw -3255104.609454 + Penalty 3361.213048 = -3251743.396405
  nChanged 30
		SP:Iteration 36Q (27274.590000 sec): 3 clusters
  Score: Raw -3255112.772324 + Penalty 3361.213048 = -3251751.559276
  nChanged 21
		SP:Iteration 37Q (27274.910000 sec): 3 clusters
  Score: Raw -3255118.960443 + Penalty 3361.213048 = -3251757.747395
  nChanged 21
		SP:Iteration 38Q (27275.270000 sec): 3 clusters
  Score: Raw -3255125.502134 + Penalty 3361.213048 = -3251764.289086
  nChanged 19
		SP:Iteration 39Q (27275.670000 sec): 3 clusters
  Score: Raw -3255130.224833 + Penalty 3361.213048 = -3251769.011785
  nChanged 16
		SP:Iteration 40F (27276.070000 sec): 3 clusters
  Score: Raw -3255134.758389 + Penalty 3361.213048 = -3251773.545341
  nChanged 11
		SP:Iteration 41Q (27276.450000 sec): 3 clusters
  Score: Raw -3255138.938472 + Penalty 3361.213048 = -3251777.725424
  nChanged 15
		SP:Iteration 42Q (27276.790000 sec): 3 clusters
  Score: Raw -3255143.336617 + Penalty 3361.213048 = -3251782.123569
  nChanged 16
		SP:Iteration 43Q (27277.130000 sec): 3 clusters
  Score: Raw -3255147.670554 + Penalty 3361.213048 = -3251786.457506
  nChanged 10
		SP:Iteration 44Q (27277.480000 sec): 3 clusters
  Score: Raw -3255151.480278 + Penalty 3361.213048 = -3251790.267230
  nChanged 16
		SP:Iteration 45Q (27277.810000 sec): 3 clusters
  Score: Raw -3255158.417220 + Penalty 3361.213048 = -3251797.204172
  nChanged 17
		SP:Iteration 46Q (27278.160000 sec): 3 clusters
  Score: Raw -3255166.750940 + Penalty 3361.213048 = -3251805.537892
  nChanged 14
		SP:Iteration 47Q (27278.470000 sec): 3 clusters
  Score: Raw -3255172.422132 + Penalty 3361.213048 = -3251811.209084
  nChanged 18
		SP:Iteration 48Q (27278.820000 sec): 3 clusters
  Score: Raw -3255181.380698 + Penalty 3361.213048 = -3251820.167649
  nChanged 20
		SP:Iteration 49Q (27279.160000 sec): 3 clusters
  Score: Raw -3255190.238578 + Penalty 3361.213048 = -3251829.025530
  nChanged 13
		SP:Iteration 50Q (27279.500000 sec): 3 clusters
  Score: Raw -3255198.515712 + Penalty 3361.213048 = -3251837.302664
  nChanged 13
		SP:Iteration 51Q (27279.870000 sec): 3 clusters
  Score: Raw -3255205.000989 + Penalty 3361.213048 = -3251843.787941
  nChanged 9
		SP:Iteration 52Q (27280.290000 sec): 3 clusters
  Score: Raw -3255209.432414 + Penalty 3361.213048 = -3251848.219366
  nChanged 10
		SP:Iteration 53Q (27280.660000 sec): 3 clusters
  Score: Raw -3255213.763428 + Penalty 3361.213048 = -3251852.550379
  nChanged 12
		SP:Iteration 54Q (27281.030000 sec): 3 clusters
  Score: Raw -3255218.885341 + Penalty 3361.213048 = -3251857.672293
  nChanged 16
		SP:Iteration 55Q (27281.400000 sec): 3 clusters
  Score: Raw -3255224.783431 + Penalty 3361.213048 = -3251863.570383
  nChanged 7
		SP:Iteration 56Q (27281.760000 sec): 3 clusters
  Score: Raw -3255229.533513 + Penalty 3361.213048 = -3251868.320465
  nChanged 13
		SP:Iteration 57Q (27282.150000 sec): 3 clusters
  Score: Raw -3255240.140106 + Penalty 3361.213048 = -3251878.927058
  nChanged 14
		SP:Iteration 58Q (27282.530000 sec): 3 clusters
  Score: Raw -3255248.751581 + Penalty 3361.213048 = -3251887.538533
  nChanged 16
		SP:Iteration 59Q (27282.810000 sec): 3 clusters
  Score: Raw -3255258.519173 + Penalty 3361.213048 = -3251897.306124
  nChanged 12
		SP:Iteration 60F (27283.190000 sec): 3 clusters
  Score: Raw -3255264.410677 + Penalty 3361.213048 = -3251903.197629
  nChanged 8
		SP:Iteration 61Q (27283.550000 sec): 3 clusters
  Score: Raw -3255267.846421 + Penalty 3361.213048 = -3251906.633373
  nChanged 4
		SP:Iteration 62Q (27283.900000 sec): 3 clusters
  Score: Raw -3255269.780787 + Penalty 3361.213048 = -3251908.567739
  nChanged 3
		SP:Iteration 63Q (27284.230000 sec): 3 clusters
  Score: Raw -3255270.769360 + Penalty 3361.213048 = -3251909.556312
  nChanged 5
		SP:Iteration 64Q (27284.580000 sec): 3 clusters
  Score: Raw -3255272.289313 + Penalty 3361.213048 = -3251911.076265
  nChanged 7
		SP:Iteration 65Q (27284.950000 sec): 3 clusters
  Score: Raw -3255275.261936 + Penalty 3361.213048 = -3251914.048888
  nChanged 3
		SP:Iteration 66Q (27285.320000 sec): 3 clusters
  Score: Raw -3255276.952138 + Penalty 3361.213048 = -3251915.739090
  nChanged 3
		SP:Iteration 67Q (27285.630000 sec): 3 clusters
  Score: Raw -3255278.357367 + Penalty 3361.213048 = -3251917.144319
  nChanged 4
		SP:Iteration 68Q (27285.990000 sec): 3 clusters
  Score: Raw -3255279.421032 + Penalty 3361.213048 = -3251918.207984
  nChanged 1
		SP:Iteration 69Q (27286.350000 sec): 3 clusters
  Score: Raw -3255279.658434 + Penalty 3361.213048 = -3251918.445386
  nChanged 3
		SP:Iteration 70Q (27286.760000 sec): 3 clusters
  Score: Raw -3255281.428632 + Penalty 3361.213048 = -3251920.215584
  nChanged 3
		SP:Iteration 71Q (27287.090000 sec): 3 clusters
  Score: Raw -3255282.356456 + Penalty 3361.213048 = -3251921.143408
  nChanged 1
		SP:Iteration 72Q (27287.410000 sec): 3 clusters
  Score: Raw -3255282.700906 + Penalty 3361.213048 = -3251921.487858
  nChanged 1
		SP:Iteration 73Q (27287.750000 sec): 3 clusters
  Score: Raw -3255282.881284 + Penalty 3361.213048 = -3251921.668236
  nChanged 1
		SP:Iteration 74Q (27288.070000 sec): 3 clusters
  Score: Raw -3255283.226164 + Penalty 3361.213048 = -3251922.013116
  nChanged 1
		SP:Iteration 75Q (27288.480000 sec): 3 clusters
  Score: Raw -3255283.493747 + Penalty 3361.213048 = -3251922.280699
  nChanged 0
		SP:Iteration 76F (27288.790000 sec): 3 clusters
  Score: Raw -3255283.493747 + Penalty 3361.213048 = -3251922.280699
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 23 (412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27288.950000 sec): 2 clusters
  Score: Raw -46829.726687 + Penalty 978.416294 = -45851.310393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27289.110000 sec): 3 clusters
  Score: Raw -46793.279891 + Penalty 1956.832589 = -44836.447302
  nChanged 88
		SP:Iteration 1F (27289.350000 sec): 3 clusters
  Score: Raw -46937.014820 + Penalty 1956.832589 = -44980.182232
  nChanged 32
		SP:Iteration 2F (27289.490000 sec): 3 clusters
  Score: Raw -47000.768597 + Penalty 1956.832589 = -45043.936008
  nChanged 8
		SP:Iteration 3Q (27289.650000 sec): 3 clusters
  Score: Raw -47016.814810 + Penalty 1956.832589 = -45059.982221
  nChanged 4
		SP:Iteration 4Q (27289.830000 sec): 3 clusters
  Score: Raw -47021.203834 + Penalty 1956.832589 = -45064.371245
  nChanged 1
		SP:Iteration 5Q (27289.970000 sec): 3 clusters
  Score: Raw -47024.542117 + Penalty 1956.832589 = -45067.709529
  nChanged 1
		SP:Iteration 6Q (27290.120000 sec): 3 clusters
  Score: Raw -47028.196529 + Penalty 1956.832589 = -45071.363940
  nChanged 2
		SP:Iteration 7Q (27290.260000 sec): 3 clusters
  Score: Raw -47030.340892 + Penalty 1956.832589 = -45073.508303
  nChanged 4
		SP:Iteration 8Q (27290.450000 sec): 3 clusters
  Score: Raw -47035.630856 + Penalty 1956.832589 = -45078.798267
  nChanged 1
		SP:Iteration 9Q (27290.590000 sec): 3 clusters
  Score: Raw -47037.821819 + Penalty 1956.832589 = -45080.989231
  nChanged 0
		SP:Iteration 10F (27290.740000 sec): 3 clusters
  Score: Raw -47037.821819 + Penalty 1956.832589 = -45080.989231
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 24 (14108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27290.940000 sec): 2 clusters
  Score: Raw -1594477.474625 + Penalty 1552.605810 = -1592924.868815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27291.220000 sec): 3 clusters
  Score: Raw -1586268.089096 + Penalty 3105.211620 = -1583162.877477
  nChanged 6217
		SP:Iteration 1F (27291.510000 sec): 3 clusters
  Score: Raw -1589788.974617 + Penalty 3105.211620 = -1586683.762997
  nChanged 907
		SP:Iteration 2F (27291.760000 sec): 3 clusters
  Score: Raw -1590257.685901 + Penalty 3105.211620 = -1587152.474281
  nChanged 811
		SP:Iteration 3F (27292.040000 sec): 3 clusters
  Score: Raw -1590681.453846 + Penalty 3105.211620 = -1587576.242227
  nChanged 776
		SP:Iteration 4F (27292.290000 sec): 3 clusters
  Score: Raw -1591131.034568 + Penalty 3105.211620 = -1588025.822948
  nChanged 771
		SP:Iteration 5F (27292.620000 sec): 3 clusters
  Score: Raw -1591566.308833 + Penalty 3105.211620 = -1588461.097214
  nChanged 748
		SP:Iteration 6F (27292.870000 sec): 3 clusters
  Score: Raw -1591986.147021 + Penalty 3105.211620 = -1588880.935401
  nChanged 686
		SP:Iteration 7Q (27293.150000 sec): 3 clusters
  Score: Raw -1592374.312987 + Penalty 3105.211620 = -1589269.101368
  nChanged 664
		SP:Iteration 8Q (27293.440000 sec): 3 clusters
  Score: Raw -1592771.888342 + Penalty 3105.211620 = -1589666.676723
  nChanged 626
		SP:Iteration 9Q (27293.760000 sec): 3 clusters
  Score: Raw -1593141.973463 + Penalty 3105.211620 = -1590036.761844
  nChanged 570
		SP:Iteration 10Q (27294.120000 sec): 3 clusters
  Score: Raw -1593468.549285 + Penalty 3105.211620 = -1590363.337665
  nChanged 493
		SP:Iteration 11Q (27294.410000 sec): 3 clusters
  Score: Raw -1593742.590333 + Penalty 3105.211620 = -1590637.378714
  nChanged 417
		SP:Iteration 12Q (27294.750000 sec): 3 clusters
  Score: Raw -1593959.912785 + Penalty 3105.211620 = -1590854.701165
  nChanged 315
		SP:Iteration 13Q (27295.110000 sec): 3 clusters
  Score: Raw -1594120.734559 + Penalty 3105.211620 = -1591015.522940
  nChanged 264
		SP:Iteration 14Q (27295.410000 sec): 3 clusters
  Score: Raw -1594254.278006 + Penalty 3105.211620 = -1591149.066386
  nChanged 231
		SP:Iteration 15Q (27295.730000 sec): 3 clusters
  Score: Raw -1594388.810994 + Penalty 3105.211620 = -1591283.599375
  nChanged 215
		SP:Iteration 16Q (27296.010000 sec): 3 clusters
  Score: Raw -1594517.333015 + Penalty 3105.211620 = -1591412.121396
  nChanged 175
		SP:Iteration 17Q (27296.270000 sec): 3 clusters
  Score: Raw -1594634.400456 + Penalty 3105.211620 = -1591529.188836
  nChanged 170
		SP:Iteration 18Q (27296.550000 sec): 3 clusters
  Score: Raw -1594758.577332 + Penalty 3105.211620 = -1591653.365712
  nChanged 137
		SP:Iteration 19Q (27296.830000 sec): 3 clusters
  Score: Raw -1594859.680045 + Penalty 3105.211620 = -1591754.468425
  nChanged 124
		SP:Iteration 20F (27297.100000 sec): 3 clusters
  Score: Raw -1594954.124751 + Penalty 3105.211620 = -1591848.913131
  nChanged 103
		SP:Iteration 21Q (27297.330000 sec): 3 clusters
  Score: Raw -1595031.333264 + Penalty 3105.211620 = -1591926.121644
  nChanged 77
		SP:Iteration 22Q (27297.590000 sec): 3 clusters
  Score: Raw -1595080.826286 + Penalty 3105.211620 = -1591975.614667
  nChanged 66
		SP:Iteration 23Q (27297.870000 sec): 3 clusters
  Score: Raw -1595116.712489 + Penalty 3105.211620 = -1592011.500869
  nChanged 53
		SP:Iteration 24Q (27298.150000 sec): 3 clusters
  Score: Raw -1595144.118691 + Penalty 3105.211620 = -1592038.907071
  nChanged 31
		SP:Iteration 25Q (27298.440000 sec): 3 clusters
  Score: Raw -1595160.068320 + Penalty 3105.211620 = -1592054.856700
  nChanged 29
		SP:Iteration 26Q (27298.680000 sec): 3 clusters
  Score: Raw -1595178.667094 + Penalty 3105.211620 = -1592073.455474
  nChanged 33
		SP:Iteration 27Q (27298.950000 sec): 3 clusters
  Score: Raw -1595194.355371 + Penalty 3105.211620 = -1592089.143751
  nChanged 30
		SP:Iteration 28Q (27299.250000 sec): 3 clusters
  Score: Raw -1595212.129139 + Penalty 3105.211620 = -1592106.917520
  nChanged 29
		SP:Iteration 29Q (27299.490000 sec): 3 clusters
  Score: Raw -1595224.425314 + Penalty 3105.211620 = -1592119.213695
  nChanged 13
		SP:Iteration 30Q (27299.730000 sec): 3 clusters
  Score: Raw -1595229.198015 + Penalty 3105.211620 = -1592123.986395
  nChanged 12
		SP:Iteration 31Q (27300.010000 sec): 3 clusters
  Score: Raw -1595234.259249 + Penalty 3105.211620 = -1592129.047630
  nChanged 4
		SP:Iteration 32Q (27300.280000 sec): 3 clusters
  Score: Raw -1595235.989671 + Penalty 3105.211620 = -1592130.778051
  nChanged 6
		SP:Iteration 33Q (27300.540000 sec): 3 clusters
  Score: Raw -1595238.367471 + Penalty 3105.211620 = -1592133.155851
  nChanged 3
		SP:Iteration 34Q (27300.800000 sec): 3 clusters
  Score: Raw -1595238.969456 + Penalty 3105.211620 = -1592133.757836
  nChanged 3
		SP:Iteration 35Q (27301.090000 sec): 3 clusters
  Score: Raw -1595239.950083 + Penalty 3105.211620 = -1592134.738463
  nChanged 1
		SP:Iteration 36Q (27301.330000 sec): 3 clusters
  Score: Raw -1595240.301247 + Penalty 3105.211620 = -1592135.089628
  nChanged 1
		SP:Iteration 37Q (27301.600000 sec): 3 clusters
  Score: Raw -1595240.456405 + Penalty 3105.211620 = -1592135.244786
  nChanged 0
		SP:Iteration 38F (27301.960000 sec): 3 clusters
  Score: Raw -1595240.456405 + Penalty 3105.211620 = -1592135.244786
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27302.080000 sec): 2 clusters
  Score: Raw -14668.911909 + Penalty 814.228235 = -13854.683674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27302.300000 sec): 3 clusters
  Score: Raw -14890.694623 + Penalty 1628.456471 = -13262.238152
  nChanged 25
		SP:Iteration 1F (27302.460000 sec): 3 clusters
  Score: Raw -15009.378815 + Penalty 1628.456471 = -13380.922345
  nChanged 6
		SP:Iteration 2Q (27302.610000 sec): 3 clusters
  Score: Raw -15029.050640 + Penalty 1628.456471 = -13400.594169
  nChanged 4
		SP:Iteration 3Q (27302.760000 sec): 3 clusters
  Score: Raw -15043.100374 + Penalty 1628.456471 = -13414.643904
  nChanged 2
		SP:Iteration 4Q (27302.900000 sec): 3 clusters
  Score: Raw -15062.440113 + Penalty 1628.456471 = -13433.983643
  nChanged 2
		SP:Iteration 5Q (27303.050000 sec): 3 clusters
  Score: Raw -15070.429722 + Penalty 1628.456471 = -13441.973251
  nChanged 1
		SP:Iteration 6Q (27303.190000 sec): 3 clusters
  Score: Raw -15073.669028 + Penalty 1628.456471 = -13445.212558
  nChanged 1
		SP:Iteration 7Q (27303.340000 sec): 3 clusters
  Score: Raw -15076.488942 + Penalty 1628.456471 = -13448.032472
  nChanged 0
		SP:Iteration 8F (27303.480000 sec): 3 clusters
  Score: Raw -15076.488942 + Penalty 1628.456471 = -13448.032472
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 26 (93119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27304.060000 sec): 2 clusters
  Score: Raw -10968715.297396 + Penalty 1859.265448 = -10966856.031948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27304.660000 sec): 3 clusters
  Score: Raw -10908478.629340 + Penalty 3718.530895 = -10904760.098445
  nChanged 44310
		SP:Iteration 1F (27305.260000 sec): 3 clusters
  Score: Raw -10935219.653725 + Penalty 3718.530895 = -10931501.122830
  nChanged 4532
		SP:Iteration 2Q (27305.940000 sec): 3 clusters
  Score: Raw -10937115.298365 + Penalty 3718.530895 = -10933396.767470
  nChanged 5482
		SP:Iteration 3F (27306.580000 sec): 3 clusters
  Score: Raw -10939937.395131 + Penalty 3718.530895 = -10936218.864236
  nChanged 6280
		SP:Iteration 4F (27307.240000 sec): 3 clusters
  Score: Raw -10943297.703892 + Penalty 3718.530895 = -10939579.172997
  nChanged 6027
		SP:Iteration 5F (27307.860000 sec): 3 clusters
  Score: Raw -10946456.387941 + Penalty 3718.530895 = -10942737.857046
  nChanged 5422
		SP:Iteration 6F (27308.460000 sec): 3 clusters
  Score: Raw -10949241.141806 + Penalty 3718.530895 = -10945522.610910
  nChanged 4631
		SP:Iteration 7Q (27309.120000 sec): 3 clusters
  Score: Raw -10951811.213767 + Penalty 3718.530895 = -10948092.682872
  nChanged 4316
		SP:Iteration 8Q (27309.870000 sec): 3 clusters
  Score: Raw -10954749.639520 + Penalty 3718.530895 = -10951031.108625
  nChanged 4292
		SP:Iteration 9Q (27310.560000 sec): 3 clusters
  Score: Raw -10958273.726797 + Penalty 3718.530895 = -10954555.195902
  nChanged 3795
		SP:Iteration 10Q (27311.230000 sec): 3 clusters
  Score: Raw -10961727.062769 + Penalty 3718.530895 = -10958008.531874
  nChanged 2744
		SP:Iteration 11Q (27311.890000 sec): 3 clusters
  Score: Raw -10964120.475899 + Penalty 3718.530895 = -10960401.945004
  nChanged 1911
		SP:Iteration 12Q (27312.570000 sec): 3 clusters
  Score: Raw -10965634.684799 + Penalty 3718.530895 = -10961916.153903
  nChanged 1326
		SP:Iteration 13Q (27313.250000 sec): 3 clusters
  Score: Raw -10966536.344281 + Penalty 3718.530895 = -10962817.813385
  nChanged 923
		SP:Iteration 14Q (27313.870000 sec): 3 clusters
  Score: Raw -10967067.253388 + Penalty 3718.530895 = -10963348.722493
  nChanged 755
		SP:Iteration 15Q (27314.450000 sec): 3 clusters
  Score: Raw -10967458.054323 + Penalty 3718.530895 = -10963739.523428
  nChanged 634
		SP:Iteration 16Q (27315.090000 sec): 3 clusters
  Score: Raw -10967771.060260 + Penalty 3718.530895 = -10964052.529365
  nChanged 529
		SP:Iteration 17Q (27315.710000 sec): 3 clusters
  Score: Raw -10968021.479187 + Penalty 3718.530895 = -10964302.948291
  nChanged 406
		SP:Iteration 18Q (27316.280000 sec): 3 clusters
  Score: Raw -10968212.176098 + Penalty 3718.530895 = -10964493.645202
  nChanged 337
		SP:Iteration 19Q (27316.880000 sec): 3 clusters
  Score: Raw -10968362.568038 + Penalty 3718.530895 = -10964644.037143
  nChanged 269
		SP:Iteration 20F (27317.460000 sec): 3 clusters
  Score: Raw -10968479.768587 + Penalty 3718.530895 = -10964761.237692
  nChanged 210
		SP:Iteration 21Q (27317.990000 sec): 3 clusters
  Score: Raw -10968567.810609 + Penalty 3718.530895 = -10964849.279714
  nChanged 173
		SP:Iteration 22Q (27318.590000 sec): 3 clusters
  Score: Raw -10968642.501754 + Penalty 3718.530895 = -10964923.970859
  nChanged 145
		SP:Iteration 23Q (27319.150000 sec): 3 clusters
  Score: Raw -10968716.503600 + Penalty 3718.530895 = -10964997.972705
  nChanged 120
		SP:Iteration 24Q (27319.740000 sec): 3 clusters
  Score: Raw -10968769.658556 + Penalty 3718.530895 = -10965051.127660
  nChanged 100
		SP:Iteration 25Q (27320.270000 sec): 3 clusters
  Score: Raw -10968812.801689 + Penalty 3718.530895 = -10965094.270793
  nChanged 73
		SP:Iteration 26Q (27320.920000 sec): 3 clusters
  Score: Raw -10968843.400846 + Penalty 3718.530895 = -10965124.869950
  nChanged 59
		SP:Iteration 27Q (27321.480000 sec): 3 clusters
  Score: Raw -10968868.468295 + Penalty 3718.530895 = -10965149.937399
  nChanged 45
		SP:Iteration 28Q (27322.140000 sec): 3 clusters
  Score: Raw -10968887.204803 + Penalty 3718.530895 = -10965168.673908
  nChanged 34
		SP:Iteration 29Q (27322.760000 sec): 3 clusters
  Score: Raw -10968899.665882 + Penalty 3718.530895 = -10965181.134987
  nChanged 34
		SP:Iteration 30Q (27323.350000 sec): 3 clusters
  Score: Raw -10968911.469452 + Penalty 3718.530895 = -10965192.938557
  nChanged 29
		SP:Iteration 31Q (27323.900000 sec): 3 clusters
  Score: Raw -10968923.795478 + Penalty 3718.530895 = -10965205.264582
  nChanged 29
		SP:Iteration 32Q (27324.480000 sec): 3 clusters
  Score: Raw -10968938.204063 + Penalty 3718.530895 = -10965219.673168
  nChanged 35
		SP:Iteration 33Q (27325.020000 sec): 3 clusters
  Score: Raw -10968958.773275 + Penalty 3718.530895 = -10965240.242380
  nChanged 33
		SP:Iteration 34Q (27325.600000 sec): 3 clusters
  Score: Raw -10968976.021405 + Penalty 3718.530895 = -10965257.490510
  nChanged 28
		SP:Iteration 35Q (27326.170000 sec): 3 clusters
  Score: Raw -10968988.098128 + Penalty 3718.530895 = -10965269.567232
  nChanged 26
		SP:Iteration 36Q (27326.850000 sec): 3 clusters
  Score: Raw -10969000.023729 + Penalty 3718.530895 = -10965281.492834
  nChanged 17
		SP:Iteration 37Q (27327.470000 sec): 3 clusters
  Score: Raw -10969008.857407 + Penalty 3718.530895 = -10965290.326512
  nChanged 17
		SP:Iteration 38Q (27328.060000 sec): 3 clusters
  Score: Raw -10969017.954893 + Penalty 3718.530895 = -10965299.423998
  nChanged 12
		SP:Iteration 39Q (27328.700000 sec): 3 clusters
  Score: Raw -10969022.620371 + Penalty 3718.530895 = -10965304.089476
  nChanged 9
		SP:Iteration 40F (27329.350000 sec): 3 clusters
  Score: Raw -10969025.113870 + Penalty 3718.530895 = -10965306.582975
  nChanged 5
		SP:Iteration 41Q (27329.910000 sec): 3 clusters
  Score: Raw -10969026.417931 + Penalty 3718.530895 = -10965307.887036
  nChanged 2
		SP:Iteration 42Q (27330.500000 sec): 3 clusters
  Score: Raw -10969026.963183 + Penalty 3718.530895 = -10965308.432287
  nChanged 1
		SP:Iteration 43Q (27331.070000 sec): 3 clusters
  Score: Raw -10969027.210571 + Penalty 3718.530895 = -10965308.679676
  nChanged 0
		SP:Iteration 44F (27331.700000 sec): 3 clusters
  Score: Raw -10969027.210571 + Penalty 3718.530895 = -10965308.679676
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (11975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27331.820000 sec): 2 clusters
  Score: Raw -1337884.421740 + Penalty 1525.968669 = -1336358.453072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27332.050000 sec): 3 clusters
  Score: Raw -1330997.278791 + Penalty 3051.937337 = -1327945.341454
  nChanged 5197
		SP:Iteration 1F (27332.280000 sec): 3 clusters
  Score: Raw -1334063.745980 + Penalty 3051.937337 = -1331011.808643
  nChanged 866
		SP:Iteration 2F (27332.580000 sec): 3 clusters
  Score: Raw -1334540.189257 + Penalty 3051.937337 = -1331488.251919
  nChanged 783
		SP:Iteration 3F (27332.810000 sec): 3 clusters
  Score: Raw -1334993.328489 + Penalty 3051.937337 = -1331941.391152
  nChanged 745
		SP:Iteration 4F (27333.070000 sec): 3 clusters
  Score: Raw -1335474.582794 + Penalty 3051.937337 = -1332422.645457
  nChanged 745
		SP:Iteration 5F (27333.270000 sec): 3 clusters
  Score: Raw -1335931.271885 + Penalty 3051.937337 = -1332879.334548
  nChanged 632
		SP:Iteration 6F (27333.510000 sec): 3 clusters
  Score: Raw -1336316.343452 + Penalty 3051.937337 = -1333264.406115
  nChanged 569
		SP:Iteration 7Q (27333.710000 sec): 3 clusters
  Score: Raw -1336614.304336 + Penalty 3051.937337 = -1333562.366998
  nChanged 426
		SP:Iteration 8Q (27334.020000 sec): 3 clusters
  Score: Raw -1336821.602838 + Penalty 3051.937337 = -1333769.665501
  nChanged 366
		SP:Iteration 9Q (27334.270000 sec): 3 clusters
  Score: Raw -1337006.252504 + Penalty 3051.937337 = -1333954.315167
  nChanged 310
		SP:Iteration 10Q (27334.580000 sec): 3 clusters
  Score: Raw -1337145.506822 + Penalty 3051.937337 = -1334093.569484
  nChanged 254
		SP:Iteration 11Q (27334.840000 sec): 3 clusters
  Score: Raw -1337266.353362 + Penalty 3051.937337 = -1334214.416025
  nChanged 223
		SP:Iteration 12Q (27335.090000 sec): 3 clusters
  Score: Raw -1337371.253458 + Penalty 3051.937337 = -1334319.316121
  nChanged 201
		SP:Iteration 13Q (27335.300000 sec): 3 clusters
  Score: Raw -1337480.207748 + Penalty 3051.937337 = -1334428.270411
  nChanged 187
		SP:Iteration 14Q (27335.570000 sec): 3 clusters
  Score: Raw -1337577.156208 + Penalty 3051.937337 = -1334525.218871
  nChanged 161
		SP:Iteration 15Q (27335.760000 sec): 3 clusters
  Score: Raw -1337663.377948 + Penalty 3051.937337 = -1334611.440611
  nChanged 146
		SP:Iteration 16Q (27336.050000 sec): 3 clusters
  Score: Raw -1337729.694427 + Penalty 3051.937337 = -1334677.757090
  nChanged 114
		SP:Iteration 17Q (27336.240000 sec): 3 clusters
  Score: Raw -1337778.176499 + Penalty 3051.937337 = -1334726.239162
  nChanged 96
		SP:Iteration 18Q (27336.500000 sec): 3 clusters
  Score: Raw -1337815.691763 + Penalty 3051.937337 = -1334763.754426
  nChanged 97
		SP:Iteration 19Q (27336.720000 sec): 3 clusters
  Score: Raw -1337855.143578 + Penalty 3051.937337 = -1334803.206241
  nChanged 99
		SP:Iteration 20F (27336.940000 sec): 3 clusters
  Score: Raw -1337893.965295 + Penalty 3051.937337 = -1334842.027958
  nChanged 83
		SP:Iteration 21Q (27337.190000 sec): 3 clusters
  Score: Raw -1337928.328900 + Penalty 3051.937337 = -1334876.391562
  nChanged 79
		SP:Iteration 22Q (27337.420000 sec): 3 clusters
  Score: Raw -1337960.163330 + Penalty 3051.937337 = -1334908.225993
  nChanged 69
		SP:Iteration 23Q (27337.720000 sec): 3 clusters
  Score: Raw -1337989.986050 + Penalty 3051.937337 = -1334938.048713
  nChanged 63
		SP:Iteration 24Q (27337.920000 sec): 3 clusters
  Score: Raw -1338016.050020 + Penalty 3051.937337 = -1334964.112683
  nChanged 54
		SP:Iteration 25Q (27338.190000 sec): 3 clusters
  Score: Raw -1338038.053159 + Penalty 3051.937337 = -1334986.115822
  nChanged 53
		SP:Iteration 26Q (27338.470000 sec): 3 clusters
  Score: Raw -1338057.698738 + Penalty 3051.937337 = -1335005.761401
  nChanged 45
		SP:Iteration 27Q (27338.740000 sec): 3 clusters
  Score: Raw -1338074.787935 + Penalty 3051.937337 = -1335022.850598
  nChanged 30
		SP:Iteration 28Q (27338.980000 sec): 3 clusters
  Score: Raw -1338085.065780 + Penalty 3051.937337 = -1335033.128443
  nChanged 23
		SP:Iteration 29Q (27339.200000 sec): 3 clusters
  Score: Raw -1338092.408924 + Penalty 3051.937337 = -1335040.471587
  nChanged 18
		SP:Iteration 30Q (27339.460000 sec): 3 clusters
  Score: Raw -1338099.223944 + Penalty 3051.937337 = -1335047.286606
  nChanged 20
		SP:Iteration 31Q (27339.730000 sec): 3 clusters
  Score: Raw -1338103.966521 + Penalty 3051.937337 = -1335052.029184
  nChanged 17
		SP:Iteration 32Q (27339.980000 sec): 3 clusters
  Score: Raw -1338109.334069 + Penalty 3051.937337 = -1335057.396732
  nChanged 19
		SP:Iteration 33Q (27340.250000 sec): 3 clusters
  Score: Raw -1338115.224378 + Penalty 3051.937337 = -1335063.287041
  nChanged 13
		SP:Iteration 34Q (27340.460000 sec): 3 clusters
  Score: Raw -1338120.889316 + Penalty 3051.937337 = -1335068.951979
  nChanged 15
		SP:Iteration 35Q (27340.690000 sec): 3 clusters
  Score: Raw -1338126.870835 + Penalty 3051.937337 = -1335074.933498
  nChanged 18
		SP:Iteration 36Q (27340.930000 sec): 3 clusters
  Score: Raw -1338133.682943 + Penalty 3051.937337 = -1335081.745605
  nChanged 15
		SP:Iteration 37Q (27341.170000 sec): 3 clusters
  Score: Raw -1338137.841010 + Penalty 3051.937337 = -1335085.903673
  nChanged 7
		SP:Iteration 38Q (27341.360000 sec): 3 clusters
  Score: Raw -1338140.093114 + Penalty 3051.937337 = -1335088.155776
  nChanged 4
		SP:Iteration 39Q (27341.610000 sec): 3 clusters
  Score: Raw -1338141.480269 + Penalty 3051.937337 = -1335089.542932
  nChanged 9
		SP:Iteration 40F (27341.810000 sec): 3 clusters
  Score: Raw -1338144.107002 + Penalty 3051.937337 = -1335092.169665
  nChanged 7
		SP:Iteration 41Q (27342.030000 sec): 3 clusters
  Score: Raw -1338145.727845 + Penalty 3051.937337 = -1335093.790508
  nChanged 5
		SP:Iteration 42Q (27342.240000 sec): 3 clusters
  Score: Raw -1338146.612144 + Penalty 3051.937337 = -1335094.674807
  nChanged 2
		SP:Iteration 43Q (27342.450000 sec): 3 clusters
  Score: Raw -1338147.250499 + Penalty 3051.937337 = -1335095.313162
  nChanged 2
		SP:Iteration 44Q (27342.660000 sec): 3 clusters
  Score: Raw -1338147.834539 + Penalty 3051.937337 = -1335095.897202
  nChanged 4
		SP:Iteration 45Q (27342.900000 sec): 3 clusters
  Score: Raw -1338148.786556 + Penalty 3051.937337 = -1335096.849219
  nChanged 4
		SP:Iteration 46Q (27343.150000 sec): 3 clusters
  Score: Raw -1338149.713261 + Penalty 3051.937337 = -1335097.775924
  nChanged 3
		SP:Iteration 47Q (27343.410000 sec): 3 clusters
  Score: Raw -1338150.500788 + Penalty 3051.937337 = -1335098.563451
  nChanged 1
		SP:Iteration 48Q (27343.610000 sec): 3 clusters
  Score: Raw -1338150.667909 + Penalty 3051.937337 = -1335098.730572
  nChanged 1
		SP:Iteration 49Q (27343.860000 sec): 3 clusters
  Score: Raw -1338150.753423 + Penalty 3051.937337 = -1335098.816085
  nChanged 0
		SP:Iteration 50F (27344.050000 sec): 3 clusters
  Score: Raw -1338150.753423 + Penalty 3051.937337 = -1335098.816085
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (68632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27344.390000 sec): 2 clusters
  Score: Raw -7642067.495885 + Penalty 1809.683554 = -7640257.812331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27344.850000 sec): 3 clusters
  Score: Raw -7598059.996767 + Penalty 3619.367108 = -7594440.629659
  nChanged 32408
		SP:Iteration 1F (27345.290000 sec): 3 clusters
  Score: Raw -7617097.678604 + Penalty 3619.367108 = -7613478.311496
  nChanged 3237
		SP:Iteration 2Q (27345.830000 sec): 3 clusters
  Score: Raw -7618452.350121 + Penalty 3619.367108 = -7614832.983014
  nChanged 3657
		SP:Iteration 3F (27346.250000 sec): 3 clusters
  Score: Raw -7620272.964630 + Penalty 3619.367108 = -7616653.597523
  nChanged 4247
		SP:Iteration 4F (27346.700000 sec): 3 clusters
  Score: Raw -7622775.950304 + Penalty 3619.367108 = -7619156.583196
  nChanged 4591
		SP:Iteration 5F (27347.180000 sec): 3 clusters
  Score: Raw -7625884.087351 + Penalty 3619.367108 = -7622264.720243
  nChanged 4654
		SP:Iteration 6F (27347.650000 sec): 3 clusters
  Score: Raw -7629267.403991 + Penalty 3619.367108 = -7625648.036883
  nChanged 4188
		SP:Iteration 7F (27348.080000 sec): 3 clusters
  Score: Raw -7632114.974880 + Penalty 3619.367108 = -7628495.607772
  nChanged 3285
		SP:Iteration 8Q (27348.580000 sec): 3 clusters
  Score: Raw -7633964.710701 + Penalty 3619.367108 = -7630345.343593
  nChanged 2406
		SP:Iteration 9Q (27349.060000 sec): 3 clusters
  Score: Raw -7635004.111481 + Penalty 3619.367108 = -7631384.744374
  nChanged 1756
		SP:Iteration 10Q (27349.560000 sec): 3 clusters
  Score: Raw -7635736.410598 + Penalty 3619.367108 = -7632117.043490
  nChanged 1476
		SP:Iteration 11Q (27350.070000 sec): 3 clusters
  Score: Raw -7636362.342458 + Penalty 3619.367108 = -7632742.975350
  nChanged 1307
		SP:Iteration 12Q (27350.590000 sec): 3 clusters
  Score: Raw -7636890.383147 + Penalty 3619.367108 = -7633271.016039
  nChanged 1262
		SP:Iteration 13Q (27351.070000 sec): 3 clusters
  Score: Raw -7637434.081745 + Penalty 3619.367108 = -7633814.714638
  nChanged 1239
		SP:Iteration 14Q (27351.620000 sec): 3 clusters
  Score: Raw -7637977.017254 + Penalty 3619.367108 = -7634357.650146
  nChanged 1182
		SP:Iteration 15Q (27352.130000 sec): 3 clusters
  Score: Raw -7638508.488186 + Penalty 3619.367108 = -7634889.121079
  nChanged 1155
		SP:Iteration 16Q (27352.600000 sec): 3 clusters
  Score: Raw -7639042.507569 + Penalty 3619.367108 = -7635423.140462
  nChanged 1051
		SP:Iteration 17Q (27353.100000 sec): 3 clusters
  Score: Raw -7639493.990632 + Penalty 3619.367108 = -7635874.623525
  nChanged 906
		SP:Iteration 18Q (27353.590000 sec): 3 clusters
  Score: Raw -7639852.578851 + Penalty 3619.367108 = -7636233.211744
  nChanged 869
		SP:Iteration 19Q (27354.120000 sec): 3 clusters
  Score: Raw -7640204.246020 + Penalty 3619.367108 = -7636584.878913
  nChanged 794
		SP:Iteration 20F (27354.650000 sec): 3 clusters
  Score: Raw -7640516.659974 + Penalty 3619.367108 = -7636897.292866
  nChanged 703
		SP:Iteration 21Q (27355.170000 sec): 3 clusters
  Score: Raw -7640787.368492 + Penalty 3619.367108 = -7637168.001384
  nChanged 638
		SP:Iteration 22Q (27355.690000 sec): 3 clusters
  Score: Raw -7641031.817792 + Penalty 3619.367108 = -7637412.450684
  nChanged 588
		SP:Iteration 23Q (27356.200000 sec): 3 clusters
  Score: Raw -7641261.513207 + Penalty 3619.367108 = -7637642.146099
  nChanged 542
		SP:Iteration 24Q (27356.750000 sec): 3 clusters
  Score: Raw -7641463.567922 + Penalty 3619.367108 = -7637844.200815
  nChanged 475
		SP:Iteration 25Q (27357.240000 sec): 3 clusters
  Score: Raw -7641635.331325 + Penalty 3619.367108 = -7638015.964218
  nChanged 416
		SP:Iteration 26Q (27357.760000 sec): 3 clusters
  Score: Raw -7641778.259388 + Penalty 3619.367108 = -7638158.892280
  nChanged 366
		SP:Iteration 27Q (27358.250000 sec): 3 clusters
  Score: Raw -7641918.203605 + Penalty 3619.367108 = -7638298.836497
  nChanged 372
		SP:Iteration 28Q (27358.780000 sec): 3 clusters
  Score: Raw -7642059.754732 + Penalty 3619.367108 = -7638440.387624
  nChanged 304
		SP:Iteration 29Q (27359.440000 sec): 3 clusters
  Score: Raw -7642185.210499 + Penalty 3619.367108 = -7638565.843391
  nChanged 277
		SP:Iteration 30Q (27359.920000 sec): 3 clusters
  Score: Raw -7642298.328853 + Penalty 3619.367108 = -7638678.961745
  nChanged 245
		SP:Iteration 31Q (27360.440000 sec): 3 clusters
  Score: Raw -7642406.044242 + Penalty 3619.367108 = -7638786.677135
  nChanged 231
		SP:Iteration 32Q (27360.930000 sec): 3 clusters
  Score: Raw -7642503.220103 + Penalty 3619.367108 = -7638883.852995
  nChanged 181
		SP:Iteration 33Q (27361.450000 sec): 3 clusters
  Score: Raw -7642566.087218 + Penalty 3619.367108 = -7638946.720111
  nChanged 148
		SP:Iteration 34Q (27361.990000 sec): 3 clusters
  Score: Raw -7642618.670209 + Penalty 3619.367108 = -7638999.303102
  nChanged 130
		SP:Iteration 35Q (27362.520000 sec): 3 clusters
  Score: Raw -7642659.841560 + Penalty 3619.367108 = -7639040.474452
  nChanged 109
		SP:Iteration 36Q (27363.080000 sec): 3 clusters
  Score: Raw -7642690.813895 + Penalty 3619.367108 = -7639071.446787
  nChanged 103
		SP:Iteration 37Q (27363.630000 sec): 3 clusters
  Score: Raw -7642716.458695 + Penalty 3619.367108 = -7639097.091587
  nChanged 85
		SP:Iteration 38Q (27364.140000 sec): 3 clusters
  Score: Raw -7642741.364160 + Penalty 3619.367108 = -7639121.997052
  nChanged 80
		SP:Iteration 39Q (27364.670000 sec): 3 clusters
  Score: Raw -7642764.355583 + Penalty 3619.367108 = -7639144.988475
  nChanged 70
		SP:Iteration 40F (27365.270000 sec): 3 clusters
  Score: Raw -7642784.272663 + Penalty 3619.367108 = -7639164.905556
  nChanged 72
		SP:Iteration 41Q (27365.780000 sec): 3 clusters
  Score: Raw -7642805.679960 + Penalty 3619.367108 = -7639186.312852
  nChanged 54
		SP:Iteration 42Q (27366.290000 sec): 3 clusters
  Score: Raw -7642821.053397 + Penalty 3619.367108 = -7639201.686289
  nChanged 47
		SP:Iteration 43Q (27366.790000 sec): 3 clusters
  Score: Raw -7642834.062012 + Penalty 3619.367108 = -7639214.694904
  nChanged 45
		SP:Iteration 44Q (27367.320000 sec): 3 clusters
  Score: Raw -7642845.705903 + Penalty 3619.367108 = -7639226.338795
  nChanged 41
		SP:Iteration 45Q (27367.860000 sec): 3 clusters
  Score: Raw -7642855.957586 + Penalty 3619.367108 = -7639236.590479
  nChanged 32
		SP:Iteration 46Q (27368.370000 sec): 3 clusters
  Score: Raw -7642863.293325 + Penalty 3619.367108 = -7639243.926217
  nChanged 35
		SP:Iteration 47Q (27368.920000 sec): 3 clusters
  Score: Raw -7642870.622905 + Penalty 3619.367108 = -7639251.255797
  nChanged 30
		SP:Iteration 48Q (27369.450000 sec): 3 clusters
  Score: Raw -7642876.533412 + Penalty 3619.367108 = -7639257.166305
  nChanged 29
		SP:Iteration 49Q (27369.920000 sec): 3 clusters
  Score: Raw -7642883.473650 + Penalty 3619.367108 = -7639264.106543
  nChanged 25
		SP:Iteration 50Q (27370.410000 sec): 3 clusters
  Score: Raw -7642888.266512 + Penalty 3619.367108 = -7639268.899404
  nChanged 26
		SP:Iteration 51Q (27371.010000 sec): 3 clusters
  Score: Raw -7642893.866233 + Penalty 3619.367108 = -7639274.499125
  nChanged 23
		SP:Iteration 52Q (27371.480000 sec): 3 clusters
  Score: Raw -7642897.419832 + Penalty 3619.367108 = -7639278.052725
  nChanged 9
		SP:Iteration 53Q (27371.990000 sec): 3 clusters
  Score: Raw -7642899.085805 + Penalty 3619.367108 = -7639279.718698
  nChanged 10
		SP:Iteration 54Q (27372.520000 sec): 3 clusters
  Score: Raw -7642901.102222 + Penalty 3619.367108 = -7639281.735115
  nChanged 12
		SP:Iteration 55Q (27373.010000 sec): 3 clusters
  Score: Raw -7642902.769800 + Penalty 3619.367108 = -7639283.402693
  nChanged 5
		SP:Iteration 56Q (27373.560000 sec): 3 clusters
  Score: Raw -7642903.432215 + Penalty 3619.367108 = -7639284.065107
  nChanged 4
		SP:Iteration 57Q (27374.070000 sec): 3 clusters
  Score: Raw -7642904.155882 + Penalty 3619.367108 = -7639284.788775
  nChanged 5
		SP:Iteration 58Q (27374.520000 sec): 3 clusters
  Score: Raw -7642904.866169 + Penalty 3619.367108 = -7639285.499061
  nChanged 7
		SP:Iteration 59Q (27375.010000 sec): 3 clusters
  Score: Raw -7642905.700081 + Penalty 3619.367108 = -7639286.332973
  nChanged 5
		SP:Iteration 60F (27375.530000 sec): 3 clusters
  Score: Raw -7642906.342794 + Penalty 3619.367108 = -7639286.975687
  nChanged 3
		SP:Iteration 61Q (27376.050000 sec): 3 clusters
  Score: Raw -7642906.928263 + Penalty 3619.367108 = -7639287.561155
  nChanged 5
		SP:Iteration 62Q (27376.550000 sec): 3 clusters
  Score: Raw -7642907.403207 + Penalty 3619.367108 = -7639288.036099
  nChanged 2
		SP:Iteration 63Q (27377.020000 sec): 3 clusters
  Score: Raw -7642907.717364 + Penalty 3619.367108 = -7639288.350256
  nChanged 1
		SP:Iteration 64Q (27377.480000 sec): 3 clusters
  Score: Raw -7642907.897298 + Penalty 3619.367108 = -7639288.530190
  nChanged 0
		SP:Iteration 65F (27377.990000 sec): 3 clusters
  Score: Raw -7642907.897298 + Penalty 3619.367108 = -7639288.530190
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (10214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27378.110000 sec): 2 clusters
  Score: Raw -1153070.849180 + Penalty 1500.121124 = -1151570.728056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27378.360000 sec): 3 clusters
  Score: Raw -1147402.096103 + Penalty 3000.242247 = -1144401.853856
  nChanged 4341
		SP:Iteration 1F (27378.600000 sec): 3 clusters
  Score: Raw -1149860.955813 + Penalty 3000.242247 = -1146860.713566
  nChanged 745
		SP:Iteration 2F (27378.790000 sec): 3 clusters
  Score: Raw -1150303.867116 + Penalty 3000.242247 = -1147303.624869
  nChanged 660
		SP:Iteration 3F (27379.060000 sec): 3 clusters
  Score: Raw -1150731.696802 + Penalty 3000.242247 = -1147731.454554
  nChanged 691
		SP:Iteration 4F (27379.290000 sec): 3 clusters
  Score: Raw -1151224.276745 + Penalty 3000.242247 = -1148224.034498
  nChanged 643
		SP:Iteration 5F (27379.560000 sec): 3 clusters
  Score: Raw -1151718.608586 + Penalty 3000.242247 = -1148718.366338
  nChanged 640
		SP:Iteration 6F (27379.790000 sec): 3 clusters
  Score: Raw -1152163.169864 + Penalty 3000.242247 = -1149162.927617
  nChanged 508
		SP:Iteration 7Q (27380.050000 sec): 3 clusters
  Score: Raw -1152482.871083 + Penalty 3000.242247 = -1149482.628836
  nChanged 401
		SP:Iteration 8Q (27380.300000 sec): 3 clusters
  Score: Raw -1152708.273459 + Penalty 3000.242247 = -1149708.031212
  nChanged 284
		SP:Iteration 9Q (27380.520000 sec): 3 clusters
  Score: Raw -1152846.229661 + Penalty 3000.242247 = -1149845.987414
  nChanged 244
		SP:Iteration 10Q (27380.770000 sec): 3 clusters
  Score: Raw -1152948.466828 + Penalty 3000.242247 = -1149948.224581
  nChanged 183
		SP:Iteration 11Q (27381.060000 sec): 3 clusters
  Score: Raw -1153018.362522 + Penalty 3000.242247 = -1150018.120275
  nChanged 131
		SP:Iteration 12Q (27381.370000 sec): 3 clusters
  Score: Raw -1153055.912140 + Penalty 3000.242247 = -1150055.669892
  nChanged 110
		SP:Iteration 13Q (27381.600000 sec): 3 clusters
  Score: Raw -1153087.865485 + Penalty 3000.242247 = -1150087.623237
  nChanged 94
		SP:Iteration 14Q (27381.860000 sec): 3 clusters
  Score: Raw -1153110.870626 + Penalty 3000.242247 = -1150110.628379
  nChanged 69
		SP:Iteration 15Q (27382.090000 sec): 3 clusters
  Score: Raw -1153130.597945 + Penalty 3000.242247 = -1150130.355697
  nChanged 73
		SP:Iteration 16Q (27382.350000 sec): 3 clusters
  Score: Raw -1153149.349458 + Penalty 3000.242247 = -1150149.107211
  nChanged 62
		SP:Iteration 17Q (27382.610000 sec): 3 clusters
  Score: Raw -1153162.202800 + Penalty 3000.242247 = -1150161.960552
  nChanged 48
		SP:Iteration 18Q (27382.870000 sec): 3 clusters
  Score: Raw -1153170.201848 + Penalty 3000.242247 = -1150169.959600
  nChanged 37
		SP:Iteration 19Q (27383.140000 sec): 3 clusters
  Score: Raw -1153176.555344 + Penalty 3000.242247 = -1150176.313096
  nChanged 34
		SP:Iteration 20F (27383.420000 sec): 3 clusters
  Score: Raw -1153182.758856 + Penalty 3000.242247 = -1150182.516609
  nChanged 30
		SP:Iteration 21Q (27383.650000 sec): 3 clusters
  Score: Raw -1153188.350573 + Penalty 3000.242247 = -1150188.108326
  nChanged 25
		SP:Iteration 22Q (27383.950000 sec): 3 clusters
  Score: Raw -1153192.480965 + Penalty 3000.242247 = -1150192.238718
  nChanged 21
		SP:Iteration 23Q (27384.170000 sec): 3 clusters
  Score: Raw -1153195.277412 + Penalty 3000.242247 = -1150195.035165
  nChanged 16
		SP:Iteration 24Q (27384.440000 sec): 3 clusters
  Score: Raw -1153197.170920 + Penalty 3000.242247 = -1150196.928673
  nChanged 16
		SP:Iteration 25Q (27384.650000 sec): 3 clusters
  Score: Raw -1153199.470278 + Penalty 3000.242247 = -1150199.228031
  nChanged 17
		SP:Iteration 26Q (27384.880000 sec): 3 clusters
  Score: Raw -1153201.350197 + Penalty 3000.242247 = -1150201.107950
  nChanged 14
		SP:Iteration 27Q (27385.140000 sec): 3 clusters
  Score: Raw -1153203.176402 + Penalty 3000.242247 = -1150202.934155
  nChanged 10
		SP:Iteration 28Q (27385.530000 sec): 3 clusters
  Score: Raw -1153204.810721 + Penalty 3000.242247 = -1150204.568473
  nChanged 8
		SP:Iteration 29Q (27385.800000 sec): 3 clusters
  Score: Raw -1153205.850177 + Penalty 3000.242247 = -1150205.607930
  nChanged 8
		SP:Iteration 30Q (27386.010000 sec): 3 clusters
  Score: Raw -1153206.821156 + Penalty 3000.242247 = -1150206.578908
  nChanged 3
		SP:Iteration 31Q (27386.250000 sec): 3 clusters
  Score: Raw -1153207.287251 + Penalty 3000.242247 = -1150207.045003
  nChanged 5
		SP:Iteration 32Q (27386.510000 sec): 3 clusters
  Score: Raw -1153207.800340 + Penalty 3000.242247 = -1150207.558093
  nChanged 2
		SP:Iteration 33Q (27386.800000 sec): 3 clusters
  Score: Raw -1153208.181241 + Penalty 3000.242247 = -1150207.938994
  nChanged 2
		SP:Iteration 34Q (27387.060000 sec): 3 clusters
  Score: Raw -1153208.365248 + Penalty 3000.242247 = -1150208.123001
  nChanged 1
		SP:Iteration 35Q (27387.260000 sec): 3 clusters
  Score: Raw -1153208.489772 + Penalty 3000.242247 = -1150208.247525
  nChanged 1
		SP:Iteration 36Q (27387.550000 sec): 3 clusters
  Score: Raw -1153208.598147 + Penalty 3000.242247 = -1150208.355900
  nChanged 0
		SP:Iteration 37F (27387.780000 sec): 3 clusters
  Score: Raw -1153208.598147 + Penalty 3000.242247 = -1150208.355900
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (18246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27388.020000 sec): 2 clusters
  Score: Raw -1967770.792865 + Penalty 1594.401438 = -1966176.391427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27388.340000 sec): 3 clusters
  Score: Raw -1956947.045532 + Penalty 3188.802876 = -1953758.242656
  nChanged 8188
		SP:Iteration 1F (27388.630000 sec): 3 clusters
  Score: Raw -1961832.566920 + Penalty 3188.802876 = -1958643.764044
  nChanged 1372
		SP:Iteration 2F (27388.920000 sec): 3 clusters
  Score: Raw -1962715.601449 + Penalty 3188.802876 = -1959526.798573
  nChanged 1307
		SP:Iteration 3F (27389.290000 sec): 3 clusters
  Score: Raw -1963555.683485 + Penalty 3188.802876 = -1960366.880609
  nChanged 1200
		SP:Iteration 4F (27389.600000 sec): 3 clusters
  Score: Raw -1964243.175195 + Penalty 3188.802876 = -1961054.372319
  nChanged 1024
		SP:Iteration 5F (27389.880000 sec): 3 clusters
  Score: Raw -1964710.817113 + Penalty 3188.802876 = -1961522.014237
  nChanged 764
		SP:Iteration 6Q (27390.210000 sec): 3 clusters
  Score: Raw -1965017.965430 + Penalty 3188.802876 = -1961829.162554
  nChanged 637
		SP:Iteration 7Q (27390.490000 sec): 3 clusters
  Score: Raw -1965268.804595 + Penalty 3188.802876 = -1962080.001719
  nChanged 540
		SP:Iteration 8Q (27390.840000 sec): 3 clusters
  Score: Raw -1965485.649230 + Penalty 3188.802876 = -1962296.846354
  nChanged 496
		SP:Iteration 9Q (27391.200000 sec): 3 clusters
  Score: Raw -1965666.631177 + Penalty 3188.802876 = -1962477.828301
  nChanged 444
		SP:Iteration 10Q (27391.460000 sec): 3 clusters
  Score: Raw -1965837.811886 + Penalty 3188.802876 = -1962649.009010
  nChanged 422
		SP:Iteration 11Q (27391.760000 sec): 3 clusters
  Score: Raw -1965994.615177 + Penalty 3188.802876 = -1962805.812301
  nChanged 352
		SP:Iteration 12Q (27392.080000 sec): 3 clusters
  Score: Raw -1966114.703875 + Penalty 3188.802876 = -1962925.900999
  nChanged 318
		SP:Iteration 13Q (27392.340000 sec): 3 clusters
  Score: Raw -1966218.306343 + Penalty 3188.802876 = -1963029.503467
  nChanged 284
		SP:Iteration 14Q (27392.640000 sec): 3 clusters
  Score: Raw -1966308.783248 + Penalty 3188.802876 = -1963119.980372
  nChanged 268
		SP:Iteration 15Q (27392.950000 sec): 3 clusters
  Score: Raw -1966386.449477 + Penalty 3188.802876 = -1963197.646601
  nChanged 218
		SP:Iteration 16Q (27393.220000 sec): 3 clusters
  Score: Raw -1966449.528415 + Penalty 3188.802876 = -1963260.725539
  nChanged 229
		SP:Iteration 17Q (27393.530000 sec): 3 clusters
  Score: Raw -1966510.801943 + Penalty 3188.802876 = -1963321.999067
  nChanged 211
		SP:Iteration 18Q (27393.820000 sec): 3 clusters
  Score: Raw -1966572.436127 + Penalty 3188.802876 = -1963383.633251
  nChanged 220
		SP:Iteration 19Q (27394.100000 sec): 3 clusters
  Score: Raw -1966632.625127 + Penalty 3188.802876 = -1963443.822251
  nChanged 201
		SP:Iteration 20F (27394.330000 sec): 3 clusters
  Score: Raw -1966686.311292 + Penalty 3188.802876 = -1963497.508416
  nChanged 180
		SP:Iteration 21Q (27394.590000 sec): 3 clusters
  Score: Raw -1966735.169455 + Penalty 3188.802876 = -1963546.366579
  nChanged 173
		SP:Iteration 22Q (27394.920000 sec): 3 clusters
  Score: Raw -1966778.808816 + Penalty 3188.802876 = -1963590.005940
  nChanged 166
		SP:Iteration 23Q (27395.200000 sec): 3 clusters
  Score: Raw -1966814.856394 + Penalty 3188.802876 = -1963626.053518
  nChanged 164
		SP:Iteration 24Q (27395.490000 sec): 3 clusters
  Score: Raw -1966857.143552 + Penalty 3188.802876 = -1963668.340676
  nChanged 177
		SP:Iteration 25Q (27395.800000 sec): 3 clusters
  Score: Raw -1966903.194761 + Penalty 3188.802876 = -1963714.391885
  nChanged 192
		SP:Iteration 26Q (27396.190000 sec): 3 clusters
  Score: Raw -1966951.253605 + Penalty 3188.802876 = -1963762.450729
  nChanged 168
		SP:Iteration 27Q (27396.540000 sec): 3 clusters
  Score: Raw -1966997.671658 + Penalty 3188.802876 = -1963808.868782
  nChanged 167
		SP:Iteration 28Q (27396.800000 sec): 3 clusters
  Score: Raw -1967045.940797 + Penalty 3188.802876 = -1963857.137921
  nChanged 173
		SP:Iteration 29Q (27397.110000 sec): 3 clusters
  Score: Raw -1967092.362926 + Penalty 3188.802876 = -1963903.560050
  nChanged 159
		SP:Iteration 30Q (27397.420000 sec): 3 clusters
  Score: Raw -1967134.640532 + Penalty 3188.802876 = -1963945.837656
  nChanged 139
		SP:Iteration 31Q (27397.660000 sec): 3 clusters
  Score: Raw -1967170.178449 + Penalty 3188.802876 = -1963981.375573
  nChanged 157
		SP:Iteration 32Q (27397.950000 sec): 3 clusters
  Score: Raw -1967211.108920 + Penalty 3188.802876 = -1964022.306044
  nChanged 153
		SP:Iteration 33Q (27398.210000 sec): 3 clusters
  Score: Raw -1967255.599732 + Penalty 3188.802876 = -1964066.796856
  nChanged 148
		SP:Iteration 34Q (27398.570000 sec): 3 clusters
  Score: Raw -1967300.753611 + Penalty 3188.802876 = -1964111.950735
  nChanged 156
		SP:Iteration 35Q (27398.800000 sec): 3 clusters
  Score: Raw -1967354.979179 + Penalty 3188.802876 = -1964166.176303
  nChanged 174
		SP:Iteration 36Q (27399.120000 sec): 3 clusters
  Score: Raw -1967419.939509 + Penalty 3188.802876 = -1964231.136633
  nChanged 169
		SP:Iteration 37Q (27399.440000 sec): 3 clusters
  Score: Raw -1967486.886877 + Penalty 3188.802876 = -1964298.084001
  nChanged 163
		SP:Iteration 38Q (27399.770000 sec): 3 clusters
  Score: Raw -1967550.911170 + Penalty 3188.802876 = -1964362.108294
  nChanged 154
		SP:Iteration 39Q (27400.060000 sec): 3 clusters
  Score: Raw -1967613.261802 + Penalty 3188.802876 = -1964424.458926
  nChanged 146
		SP:Iteration 40F (27400.390000 sec): 3 clusters
  Score: Raw -1967670.797407 + Penalty 3188.802876 = -1964481.994531
  nChanged 148
		SP:Iteration 41Q (27400.740000 sec): 3 clusters
  Score: Raw -1967728.018474 + Penalty 3188.802876 = -1964539.215598
  nChanged 116
		SP:Iteration 42Q (27401.050000 sec): 3 clusters
  Score: Raw -1967766.289595 + Penalty 3188.802876 = -1964577.486719
  nChanged 91
		SP:Iteration 43Q (27401.410000 sec): 3 clusters
  Score: Raw -1967795.448199 + Penalty 3188.802876 = -1964606.645323
  nChanged 95
		SP:Iteration 44Q (27401.690000 sec): 3 clusters
  Score: Raw -1967824.138676 + Penalty 3188.802876 = -1964635.335800
  nChanged 94
		SP:Iteration 45Q (27402.050000 sec): 3 clusters
  Score: Raw -1967852.147266 + Penalty 3188.802876 = -1964663.344390
  nChanged 86
		SP:Iteration 46Q (27402.300000 sec): 3 clusters
  Score: Raw -1967876.317757 + Penalty 3188.802876 = -1964687.514881
  nChanged 82
		SP:Iteration 47Q (27402.630000 sec): 3 clusters
  Score: Raw -1967899.349660 + Penalty 3188.802876 = -1964710.546784
  nChanged 83
		SP:Iteration 48Q (27402.960000 sec): 3 clusters
  Score: Raw -1967923.148970 + Penalty 3188.802876 = -1964734.346094
  nChanged 72
		SP:Iteration 49Q (27403.240000 sec): 3 clusters
  Score: Raw -1967941.783952 + Penalty 3188.802876 = -1964752.981076
  nChanged 64
		SP:Iteration 50Q (27403.500000 sec): 3 clusters
  Score: Raw -1967959.208088 + Penalty 3188.802876 = -1964770.405212
  nChanged 55
		SP:Iteration 51Q (27403.860000 sec): 3 clusters
  Score: Raw -1967975.478193 + Penalty 3188.802876 = -1964786.675318
  nChanged 52
		SP:Iteration 52Q (27404.070000 sec): 3 clusters
  Score: Raw -1967989.776563 + Penalty 3188.802876 = -1964800.973687
  nChanged 49
		SP:Iteration 53Q (27404.420000 sec): 3 clusters
  Score: Raw -1968005.608336 + Penalty 3188.802876 = -1964816.805460
  nChanged 47
		SP:Iteration 54Q (27404.690000 sec): 3 clusters
  Score: Raw -1968020.782502 + Penalty 3188.802876 = -1964831.979626
  nChanged 51
		SP:Iteration 55Q (27405.030000 sec): 3 clusters
  Score: Raw -1968039.809949 + Penalty 3188.802876 = -1964851.007073
  nChanged 55
		SP:Iteration 56Q (27405.320000 sec): 3 clusters
  Score: Raw -1968059.650921 + Penalty 3188.802876 = -1964870.848045
  nChanged 57
		SP:Iteration 57Q (27405.670000 sec): 3 clusters
  Score: Raw -1968080.378937 + Penalty 3188.802876 = -1964891.576062
  nChanged 55
		SP:Iteration 58Q (27405.960000 sec): 3 clusters
  Score: Raw -1968096.733223 + Penalty 3188.802876 = -1964907.930347
  nChanged 43
		SP:Iteration 59Q (27406.260000 sec): 3 clusters
  Score: Raw -1968112.618150 + Penalty 3188.802876 = -1964923.815274
  nChanged 40
		SP:Iteration 60F (27406.600000 sec): 3 clusters
  Score: Raw -1968129.636777 + Penalty 3188.802876 = -1964940.833901
  nChanged 40
		SP:Iteration 61Q (27406.920000 sec): 3 clusters
  Score: Raw -1968146.743034 + Penalty 3188.802876 = -1964957.940158
  nChanged 37
		SP:Iteration 62Q (27407.190000 sec): 3 clusters
  Score: Raw -1968161.303621 + Penalty 3188.802876 = -1964972.500745
  nChanged 36
		SP:Iteration 63Q (27407.490000 sec): 3 clusters
  Score: Raw -1968173.710887 + Penalty 3188.802876 = -1964984.908011
  nChanged 35
		SP:Iteration 64Q (27407.790000 sec): 3 clusters
  Score: Raw -1968188.488258 + Penalty 3188.802876 = -1964999.685382
  nChanged 39
		SP:Iteration 65Q (27408.040000 sec): 3 clusters
  Score: Raw -1968203.095268 + Penalty 3188.802876 = -1965014.292392
  nChanged 33
		SP:Iteration 66Q (27408.300000 sec): 3 clusters
  Score: Raw -1968216.649246 + Penalty 3188.802876 = -1965027.846370
  nChanged 29
		SP:Iteration 67Q (27408.590000 sec): 3 clusters
  Score: Raw -1968228.136976 + Penalty 3188.802876 = -1965039.334100
  nChanged 28
		SP:Iteration 68Q (27408.880000 sec): 3 clusters
  Score: Raw -1968240.648133 + Penalty 3188.802876 = -1965051.845257
  nChanged 38
		SP:Iteration 69Q (27409.140000 sec): 3 clusters
  Score: Raw -1968255.119462 + Penalty 3188.802876 = -1965066.316586
  nChanged 41
		SP:Iteration 70Q (27409.440000 sec): 3 clusters
  Score: Raw -1968273.449694 + Penalty 3188.802876 = -1965084.646818
  nChanged 33
		SP:Iteration 71Q (27409.730000 sec): 3 clusters
  Score: Raw -1968291.451384 + Penalty 3188.802876 = -1965102.648508
  nChanged 28
		SP:Iteration 72Q (27410.030000 sec): 3 clusters
  Score: Raw -1968308.649790 + Penalty 3188.802876 = -1965119.846914
  nChanged 28
		SP:Iteration 73Q (27410.290000 sec): 3 clusters
  Score: Raw -1968333.156322 + Penalty 3188.802876 = -1965144.353446
  nChanged 34
		SP:Iteration 74Q (27410.630000 sec): 3 clusters
  Score: Raw -1968372.585005 + Penalty 3188.802876 = -1965183.782129
  nChanged 49
		SP:Iteration 75Q (27410.960000 sec): 3 clusters
  Score: Raw -1968411.485567 + Penalty 3188.802876 = -1965222.682691
  nChanged 43
		SP:Iteration 76Q (27411.290000 sec): 3 clusters
  Score: Raw -1968439.109586 + Penalty 3188.802876 = -1965250.306710
  nChanged 31
		SP:Iteration 77Q (27411.550000 sec): 3 clusters
  Score: Raw -1968456.584814 + Penalty 3188.802876 = -1965267.781938
  nChanged 26
		SP:Iteration 78Q (27411.820000 sec): 3 clusters
  Score: Raw -1968467.974794 + Penalty 3188.802876 = -1965279.171918
  nChanged 18
		SP:Iteration 79Q (27412.130000 sec): 3 clusters
  Score: Raw -1968477.350316 + Penalty 3188.802876 = -1965288.547440
  nChanged 19
		SP:Iteration 80F (27412.410000 sec): 3 clusters
  Score: Raw -1968485.979579 + Penalty 3188.802876 = -1965297.176703
  nChanged 11
		SP:Iteration 81Q (27412.650000 sec): 3 clusters
  Score: Raw -1968489.712516 + Penalty 3188.802876 = -1965300.909640
  nChanged 6
		SP:Iteration 82Q (27412.870000 sec): 3 clusters
  Score: Raw -1968492.396507 + Penalty 3188.802876 = -1965303.593631
  nChanged 4
		SP:Iteration 83Q (27413.130000 sec): 3 clusters
  Score: Raw -1968493.273590 + Penalty 3188.802876 = -1965304.470714
  nChanged 2
		SP:Iteration 84Q (27413.370000 sec): 3 clusters
  Score: Raw -1968493.654363 + Penalty 3188.802876 = -1965304.851487
  nChanged 3
		SP:Iteration 85Q (27413.660000 sec): 3 clusters
  Score: Raw -1968494.245738 + Penalty 3188.802876 = -1965305.442862
  nChanged 0
		SP:Iteration 86F (27413.920000 sec): 3 clusters
  Score: Raw -1968494.245738 + Penalty 3188.802876 = -1965305.442862
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 31 (24725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27414.090000 sec): 2 clusters
  Score: Raw -2866592.929949 + Penalty 1643.780150 = -2864949.149798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27414.350000 sec): 3 clusters
  Score: Raw -2851646.447842 + Penalty 3287.560301 = -2848358.887542
  nChanged 11224
		SP:Iteration 1F (27414.620000 sec): 3 clusters
  Score: Raw -2858188.916136 + Penalty 3287.560301 = -2854901.355835
  nChanged 1459
		SP:Iteration 2F (27414.970000 sec): 3 clusters
  Score: Raw -2858919.337925 + Penalty 3287.560301 = -2855631.777625
  nChanged 1467
		SP:Iteration 3F (27415.350000 sec): 3 clusters
  Score: Raw -2859718.730985 + Penalty 3287.560301 = -2856431.170684
  nChanged 1524
		SP:Iteration 4F (27415.650000 sec): 3 clusters
  Score: Raw -2860630.320676 + Penalty 3287.560301 = -2857342.760375
  nChanged 1570
		SP:Iteration 5F (27415.990000 sec): 3 clusters
  Score: Raw -2861560.279297 + Penalty 3287.560301 = -2858272.718997
  nChanged 1393
		SP:Iteration 6F (27416.260000 sec): 3 clusters
  Score: Raw -2862422.489080 + Penalty 3287.560301 = -2859134.928779
  nChanged 1225
		SP:Iteration 7Q (27416.550000 sec): 3 clusters
  Score: Raw -2863166.920674 + Penalty 3287.560301 = -2859879.360373
  nChanged 1026
		SP:Iteration 8Q (27416.910000 sec): 3 clusters
  Score: Raw -2863725.547858 + Penalty 3287.560301 = -2860437.987557
  nChanged 786
		SP:Iteration 9Q (27417.220000 sec): 3 clusters
  Score: Raw -2864111.841231 + Penalty 3287.560301 = -2860824.280930
  nChanged 641
		SP:Iteration 10Q (27417.530000 sec): 3 clusters
  Score: Raw -2864398.811710 + Penalty 3287.560301 = -2861111.251410
  nChanged 487
		SP:Iteration 11Q (27417.840000 sec): 3 clusters
  Score: Raw -2864616.520316 + Penalty 3287.560301 = -2861328.960015
  nChanged 421
		SP:Iteration 12Q (27418.150000 sec): 3 clusters
  Score: Raw -2864775.482309 + Penalty 3287.560301 = -2861487.922008
  nChanged 345
		SP:Iteration 13Q (27418.450000 sec): 3 clusters
  Score: Raw -2864892.981286 + Penalty 3287.560301 = -2861605.420986
  nChanged 320
		SP:Iteration 14Q (27418.830000 sec): 3 clusters
  Score: Raw -2864988.609107 + Penalty 3287.560301 = -2861701.048806
  nChanged 296
		SP:Iteration 15Q (27419.170000 sec): 3 clusters
  Score: Raw -2865082.012070 + Penalty 3287.560301 = -2861794.451770
  nChanged 279
		SP:Iteration 16Q (27419.490000 sec): 3 clusters
  Score: Raw -2865166.800760 + Penalty 3287.560301 = -2861879.240459
  nChanged 272
		SP:Iteration 17Q (27419.850000 sec): 3 clusters
  Score: Raw -2865251.188781 + Penalty 3287.560301 = -2861963.628480
  nChanged 266
		SP:Iteration 18Q (27420.150000 sec): 3 clusters
  Score: Raw -2865337.715243 + Penalty 3287.560301 = -2862050.154943
  nChanged 294
		SP:Iteration 19Q (27420.460000 sec): 3 clusters
  Score: Raw -2865431.019000 + Penalty 3287.560301 = -2862143.458699
  nChanged 287
		SP:Iteration 20F (27420.790000 sec): 3 clusters
  Score: Raw -2865531.147474 + Penalty 3287.560301 = -2862243.587173
  nChanged 295
		SP:Iteration 21Q (27421.070000 sec): 3 clusters
  Score: Raw -2865640.370644 + Penalty 3287.560301 = -2862352.810343
  nChanged 254
		SP:Iteration 22Q (27421.380000 sec): 3 clusters
  Score: Raw -2865728.242893 + Penalty 3287.560301 = -2862440.682592
  nChanged 252
		SP:Iteration 23Q (27421.760000 sec): 3 clusters
  Score: Raw -2865815.821277 + Penalty 3287.560301 = -2862528.260976
  nChanged 245
		SP:Iteration 24Q (27422.060000 sec): 3 clusters
  Score: Raw -2865899.057308 + Penalty 3287.560301 = -2862611.497008
  nChanged 223
		SP:Iteration 25Q (27422.370000 sec): 3 clusters
  Score: Raw -2865976.251466 + Penalty 3287.560301 = -2862688.691165
  nChanged 204
		SP:Iteration 26Q (27422.690000 sec): 3 clusters
  Score: Raw -2866049.523322 + Penalty 3287.560301 = -2862761.963021
  nChanged 202
		SP:Iteration 27Q (27423.000000 sec): 3 clusters
  Score: Raw -2866120.452396 + Penalty 3287.560301 = -2862832.892095
  nChanged 182
		SP:Iteration 28Q (27423.300000 sec): 3 clusters
  Score: Raw -2866183.259978 + Penalty 3287.560301 = -2862895.699677
  nChanged 147
		SP:Iteration 29Q (27423.640000 sec): 3 clusters
  Score: Raw -2866232.587108 + Penalty 3287.560301 = -2862945.026807
  nChanged 127
		SP:Iteration 30Q (27423.950000 sec): 3 clusters
  Score: Raw -2866272.895791 + Penalty 3287.560301 = -2862985.335490
  nChanged 119
		SP:Iteration 31Q (27424.270000 sec): 3 clusters
  Score: Raw -2866315.429126 + Penalty 3287.560301 = -2863027.868825
  nChanged 135
		SP:Iteration 32Q (27424.560000 sec): 3 clusters
  Score: Raw -2866369.484811 + Penalty 3287.560301 = -2863081.924510
  nChanged 149
		SP:Iteration 33Q (27424.880000 sec): 3 clusters
  Score: Raw -2866426.932757 + Penalty 3287.560301 = -2863139.372456
  nChanged 117
		SP:Iteration 34Q (27425.210000 sec): 3 clusters
  Score: Raw -2866474.576199 + Penalty 3287.560301 = -2863187.015898
  nChanged 116
		SP:Iteration 35Q (27425.520000 sec): 3 clusters
  Score: Raw -2866514.667385 + Penalty 3287.560301 = -2863227.107084
  nChanged 99
		SP:Iteration 36Q (27425.850000 sec): 3 clusters
  Score: Raw -2866553.601590 + Penalty 3287.560301 = -2863266.041289
  nChanged 102
		SP:Iteration 37Q (27426.140000 sec): 3 clusters
  Score: Raw -2866593.834634 + Penalty 3287.560301 = -2863306.274333
  nChanged 91
		SP:Iteration 38Q (27426.510000 sec): 3 clusters
  Score: Raw -2866631.397988 + Penalty 3287.560301 = -2863343.837687
  nChanged 94
		SP:Iteration 39Q (27426.780000 sec): 3 clusters
  Score: Raw -2866663.241970 + Penalty 3287.560301 = -2863375.681669
  nChanged 55
		SP:Iteration 40F (27427.090000 sec): 3 clusters
  Score: Raw -2866684.146097 + Penalty 3287.560301 = -2863396.585796
  nChanged 51
		SP:Iteration 41Q (27427.430000 sec): 3 clusters
  Score: Raw -2866699.540485 + Penalty 3287.560301 = -2863411.980185
  nChanged 40
		SP:Iteration 42Q (27427.740000 sec): 3 clusters
  Score: Raw -2866711.346344 + Penalty 3287.560301 = -2863423.786043
  nChanged 40
		SP:Iteration 43Q (27428.030000 sec): 3 clusters
  Score: Raw -2866722.083675 + Penalty 3287.560301 = -2863434.523374
  nChanged 38
		SP:Iteration 44Q (27428.270000 sec): 3 clusters
  Score: Raw -2866732.464282 + Penalty 3287.560301 = -2863444.903981
  nChanged 28
		SP:Iteration 45Q (27428.570000 sec): 3 clusters
  Score: Raw -2866741.191881 + Penalty 3287.560301 = -2863453.631580
  nChanged 32
		SP:Iteration 46Q (27428.850000 sec): 3 clusters
  Score: Raw -2866750.848532 + Penalty 3287.560301 = -2863463.288231
  nChanged 22
		SP:Iteration 47Q (27429.150000 sec): 3 clusters
  Score: Raw -2866757.622471 + Penalty 3287.560301 = -2863470.062170
  nChanged 29
		SP:Iteration 48Q (27429.500000 sec): 3 clusters
  Score: Raw -2866766.028857 + Penalty 3287.560301 = -2863478.468556
  nChanged 19
		SP:Iteration 49Q (27429.790000 sec): 3 clusters
  Score: Raw -2866770.753266 + Penalty 3287.560301 = -2863483.192965
  nChanged 16
		SP:Iteration 50Q (27430.090000 sec): 3 clusters
  Score: Raw -2866775.434362 + Penalty 3287.560301 = -2863487.874061
  nChanged 15
		SP:Iteration 51Q (27430.370000 sec): 3 clusters
  Score: Raw -2866779.346079 + Penalty 3287.560301 = -2863491.785778
  nChanged 13
		SP:Iteration 52Q (27430.690000 sec): 3 clusters
  Score: Raw -2866782.739989 + Penalty 3287.560301 = -2863495.179689
  nChanged 14
		SP:Iteration 53Q (27431.010000 sec): 3 clusters
  Score: Raw -2866786.700336 + Penalty 3287.560301 = -2863499.140035
  nChanged 9
		SP:Iteration 54Q (27431.280000 sec): 3 clusters
  Score: Raw -2866788.545530 + Penalty 3287.560301 = -2863500.985229
  nChanged 9
		SP:Iteration 55Q (27431.590000 sec): 3 clusters
  Score: Raw -2866790.815848 + Penalty 3287.560301 = -2863503.255547
  nChanged 12
		SP:Iteration 56Q (27431.930000 sec): 3 clusters
  Score: Raw -2866793.447211 + Penalty 3287.560301 = -2863505.886910
  nChanged 11
		SP:Iteration 57Q (27432.210000 sec): 3 clusters
  Score: Raw -2866795.960064 + Penalty 3287.560301 = -2863508.399763
  nChanged 8
		SP:Iteration 58Q (27432.490000 sec): 3 clusters
  Score: Raw -2866797.468508 + Penalty 3287.560301 = -2863509.908207
  nChanged 5
		SP:Iteration 59Q (27432.830000 sec): 3 clusters
  Score: Raw -2866798.586546 + Penalty 3287.560301 = -2863511.026246
  nChanged 5
		SP:Iteration 60F (27433.160000 sec): 3 clusters
  Score: Raw -2866799.508488 + Penalty 3287.560301 = -2863511.948187
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 32 (2220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27433.260000 sec): 2 clusters
  Score: Raw -197159.620498 + Penalty 1252.105152 = -195907.515346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27433.430000 sec): 3 clusters
  Score: Raw -196174.778604 + Penalty 2504.210304 = -193670.568299
  nChanged 787
		SP:Iteration 1F (27433.610000 sec): 3 clusters
  Score: Raw -196732.183666 + Penalty 2504.210304 = -194227.973361
  nChanged 199
		SP:Iteration 2F (27433.790000 sec): 3 clusters
  Score: Raw -196908.931619 + Penalty 2504.210304 = -194404.721315
  nChanged 131
		SP:Iteration 3F (27433.950000 sec): 3 clusters
  Score: Raw -197035.365877 + Penalty 2504.210304 = -194531.155573
  nChanged 100
		SP:Iteration 4Q (27434.120000 sec): 3 clusters
  Score: Raw -197135.855625 + Penalty 2504.210304 = -194631.645320
  nChanged 104
		SP:Iteration 5Q (27434.290000 sec): 3 clusters
  Score: Raw -197246.777055 + Penalty 2504.210304 = -194742.566750
  nChanged 98
		SP:Iteration 6Q (27434.510000 sec): 3 clusters
  Score: Raw -197337.584958 + Penalty 2504.210304 = -194833.374654
  nChanged 77
		SP:Iteration 7Q (27434.690000 sec): 3 clusters
  Score: Raw -197417.549381 + Penalty 2504.210304 = -194913.339077
  nChanged 75
		SP:Iteration 8Q (27434.870000 sec): 3 clusters
  Score: Raw -197502.811391 + Penalty 2504.210304 = -194998.601087
  nChanged 77
		SP:Iteration 9Q (27435.090000 sec): 3 clusters
  Score: Raw -197581.252698 + Penalty 2504.210304 = -195077.042394
  nChanged 66
		SP:Iteration 10Q (27435.250000 sec): 3 clusters
  Score: Raw -197649.908114 + Penalty 2504.210304 = -195145.697809
  nChanged 52
		SP:Iteration 11Q (27435.410000 sec): 3 clusters
  Score: Raw -197702.740780 + Penalty 2504.210304 = -195198.530475
  nChanged 57
		SP:Iteration 12Q (27435.570000 sec): 3 clusters
  Score: Raw -197747.013205 + Penalty 2504.210304 = -195242.802901
  nChanged 37
		SP:Iteration 13Q (27435.770000 sec): 3 clusters
  Score: Raw -197771.232438 + Penalty 2504.210304 = -195267.022134
  nChanged 32
		SP:Iteration 14Q (27435.930000 sec): 3 clusters
  Score: Raw -197794.132732 + Penalty 2504.210304 = -195289.922428
  nChanged 23
		SP:Iteration 15Q (27436.080000 sec): 3 clusters
  Score: Raw -197812.699499 + Penalty 2504.210304 = -195308.489194
  nChanged 23
		SP:Iteration 16Q (27436.280000 sec): 3 clusters
  Score: Raw -197826.446611 + Penalty 2504.210304 = -195322.236307
  nChanged 16
		SP:Iteration 17Q (27436.440000 sec): 3 clusters
  Score: Raw -197833.717760 + Penalty 2504.210304 = -195329.507456
  nChanged 16
		SP:Iteration 18Q (27436.590000 sec): 3 clusters
  Score: Raw -197840.841847 + Penalty 2504.210304 = -195336.631543
  nChanged 15
		SP:Iteration 19Q (27436.790000 sec): 3 clusters
  Score: Raw -197847.862920 + Penalty 2504.210304 = -195343.652615
  nChanged 9
		SP:Iteration 20F (27436.940000 sec): 3 clusters
  Score: Raw -197851.714587 + Penalty 2504.210304 = -195347.504282
  nChanged 6
		SP:Iteration 21Q (27437.090000 sec): 3 clusters
  Score: Raw -197853.467836 + Penalty 2504.210304 = -195349.257531
  nChanged 3
		SP:Iteration 22Q (27437.290000 sec): 3 clusters
  Score: Raw -197854.816345 + Penalty 2504.210304 = -195350.606041
  nChanged 3
		SP:Iteration 23Q (27437.440000 sec): 3 clusters
  Score: Raw -197855.854291 + Penalty 2504.210304 = -195351.643987
  nChanged 3
		SP:Iteration 24Q (27437.580000 sec): 3 clusters
  Score: Raw -197856.840486 + Penalty 2504.210304 = -195352.630181
  nChanged 0
		SP:Iteration 25F (27437.730000 sec): 3 clusters
  Score: Raw -197856.840486 + Penalty 2504.210304 = -195352.630181
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 33 (29661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27438.010000 sec): 2 clusters
  Score: Raw -3703745.803719 + Penalty 1673.358104 = -3702072.445615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27438.310000 sec): 3 clusters
  Score: Raw -3685531.101379 + Penalty 3346.716207 = -3682184.385171
  nChanged 13522
		SP:Iteration 1F (27438.620000 sec): 3 clusters
  Score: Raw -3693100.132779 + Penalty 3346.716207 = -3689753.416571
  nChanged 1457
		SP:Iteration 2Q (27438.960000 sec): 3 clusters
  Score: Raw -3693732.892538 + Penalty 3346.716207 = -3690386.176330
  nChanged 1573
		SP:Iteration 3F (27439.330000 sec): 3 clusters
  Score: Raw -3694558.538429 + Penalty 3346.716207 = -3691211.822222
  nChanged 1778
		SP:Iteration 4F (27439.660000 sec): 3 clusters
  Score: Raw -3695673.629077 + Penalty 3346.716207 = -3692326.912870
  nChanged 2028
		SP:Iteration 5F (27440.040000 sec): 3 clusters
  Score: Raw -3697130.941338 + Penalty 3346.716207 = -3693784.225131
  nChanged 2115
		SP:Iteration 6F (27440.380000 sec): 3 clusters
  Score: Raw -3698881.688827 + Penalty 3346.716207 = -3695534.972620
  nChanged 1960
		SP:Iteration 7F (27440.740000 sec): 3 clusters
  Score: Raw -3700607.879016 + Penalty 3346.716207 = -3697261.162809
  nChanged 1494
		SP:Iteration 8F (27441.170000 sec): 3 clusters
  Score: Raw -3701857.187363 + Penalty 3346.716207 = -3698510.471156
  nChanged 1055
		SP:Iteration 9Q (27441.540000 sec): 3 clusters
  Score: Raw -3702609.328523 + Penalty 3346.716207 = -3699262.612315
  nChanged 750
		SP:Iteration 10Q (27441.890000 sec): 3 clusters
  Score: Raw -3703086.545348 + Penalty 3346.716207 = -3699739.829141
  nChanged 558
		SP:Iteration 11Q (27442.210000 sec): 3 clusters
  Score: Raw -3703418.567115 + Penalty 3346.716207 = -3700071.850908
  nChanged 402
		SP:Iteration 12Q (27442.560000 sec): 3 clusters
  Score: Raw -3703657.494080 + Penalty 3346.716207 = -3700310.777872
  nChanged 309
		SP:Iteration 13Q (27442.860000 sec): 3 clusters
  Score: Raw -3703873.246506 + Penalty 3346.716207 = -3700526.530299
  nChanged 289
		SP:Iteration 14Q (27443.220000 sec): 3 clusters
  Score: Raw -3704117.894816 + Penalty 3346.716207 = -3700771.178609
  nChanged 263
		SP:Iteration 15Q (27443.560000 sec): 3 clusters
  Score: Raw -3704346.734108 + Penalty 3346.716207 = -3701000.017901
  nChanged 205
		SP:Iteration 16Q (27443.860000 sec): 3 clusters
  Score: Raw -3704499.121799 + Penalty 3346.716207 = -3701152.405592
  nChanged 176
		SP:Iteration 17Q (27444.210000 sec): 3 clusters
  Score: Raw -3704583.368402 + Penalty 3346.716207 = -3701236.652194
  nChanged 131
		SP:Iteration 18Q (27444.510000 sec): 3 clusters
  Score: Raw -3704631.211021 + Penalty 3346.716207 = -3701284.494813
  nChanged 109
		SP:Iteration 19Q (27444.830000 sec): 3 clusters
  Score: Raw -3704663.986222 + Penalty 3346.716207 = -3701317.270014
  nChanged 75
		SP:Iteration 20F (27445.220000 sec): 3 clusters
  Score: Raw -3704683.624272 + Penalty 3346.716207 = -3701336.908064
  nChanged 54
		SP:Iteration 21Q (27445.540000 sec): 3 clusters
  Score: Raw -3704696.466444 + Penalty 3346.716207 = -3701349.750236
  nChanged 40
		SP:Iteration 22Q (27445.880000 sec): 3 clusters
  Score: Raw -3704703.266999 + Penalty 3346.716207 = -3701356.550792
  nChanged 30
		SP:Iteration 23Q (27446.250000 sec): 3 clusters
  Score: Raw -3704708.140190 + Penalty 3346.716207 = -3701361.423983
  nChanged 29
		SP:Iteration 24Q (27446.600000 sec): 3 clusters
  Score: Raw -3704713.369061 + Penalty 3346.716207 = -3701366.652853
  nChanged 29
		SP:Iteration 25Q (27446.970000 sec): 3 clusters
  Score: Raw -3704718.525457 + Penalty 3346.716207 = -3701371.809249
  nChanged 30
		SP:Iteration 26Q (27447.340000 sec): 3 clusters
  Score: Raw -3704722.862464 + Penalty 3346.716207 = -3701376.146257
  nChanged 23
		SP:Iteration 27Q (27447.740000 sec): 3 clusters
  Score: Raw -3704725.986252 + Penalty 3346.716207 = -3701379.270044
  nChanged 16
		SP:Iteration 28Q (27448.070000 sec): 3 clusters
  Score: Raw -3704728.649488 + Penalty 3346.716207 = -3701381.933280
  nChanged 11
		SP:Iteration 29Q (27448.410000 sec): 3 clusters
  Score: Raw -3704731.138205 + Penalty 3346.716207 = -3701384.421997
  nChanged 19
		SP:Iteration 30Q (27448.790000 sec): 3 clusters
  Score: Raw -3704734.054119 + Penalty 3346.716207 = -3701387.337912
  nChanged 15
		SP:Iteration 31Q (27449.140000 sec): 3 clusters
  Score: Raw -3704736.173996 + Penalty 3346.716207 = -3701389.457788
  nChanged 14
		SP:Iteration 32Q (27449.520000 sec): 3 clusters
  Score: Raw -3704738.294013 + Penalty 3346.716207 = -3701391.577806
  nChanged 15
		SP:Iteration 33Q (27449.870000 sec): 3 clusters
  Score: Raw -3704740.284402 + Penalty 3346.716207 = -3701393.568195
  nChanged 13
		SP:Iteration 34Q (27450.270000 sec): 3 clusters
  Score: Raw -3704742.567929 + Penalty 3346.716207 = -3701395.851721
  nChanged 14
		SP:Iteration 35Q (27450.650000 sec): 3 clusters
  Score: Raw -3704744.251285 + Penalty 3346.716207 = -3701397.535077
  nChanged 8
		SP:Iteration 36Q (27451.000000 sec): 3 clusters
  Score: Raw -3704745.243940 + Penalty 3346.716207 = -3701398.527732
  nChanged 8
		SP:Iteration 37Q (27451.390000 sec): 3 clusters
  Score: Raw -3704746.276019 + Penalty 3346.716207 = -3701399.559812
  nChanged 12
		SP:Iteration 38Q (27451.710000 sec): 3 clusters
  Score: Raw -3704747.835944 + Penalty 3346.716207 = -3701401.119737
  nChanged 9
		SP:Iteration 39Q (27452.050000 sec): 3 clusters
  Score: Raw -3704749.141370 + Penalty 3346.716207 = -3701402.425163
  nChanged 14
		SP:Iteration 40F (27452.400000 sec): 3 clusters
  Score: Raw -3704751.472611 + Penalty 3346.716207 = -3701404.756404
  nChanged 18
		SP:Iteration 41Q (27452.710000 sec): 3 clusters
  Score: Raw -3704755.059385 + Penalty 3346.716207 = -3701408.343178
  nChanged 17
		SP:Iteration 42Q (27453.050000 sec): 3 clusters
  Score: Raw -3704758.117381 + Penalty 3346.716207 = -3701411.401174
  nChanged 15
		SP:Iteration 43Q (27453.350000 sec): 3 clusters
  Score: Raw -3704760.985367 + Penalty 3346.716207 = -3701414.269160
  nChanged 15
		SP:Iteration 44Q (27453.700000 sec): 3 clusters
  Score: Raw -3704763.317262 + Penalty 3346.716207 = -3701416.601054
  nChanged 15
		SP:Iteration 45Q (27454.040000 sec): 3 clusters
  Score: Raw -3704765.555586 + Penalty 3346.716207 = -3701418.839379
  nChanged 17
		SP:Iteration 46Q (27454.370000 sec): 3 clusters
  Score: Raw -3704768.285946 + Penalty 3346.716207 = -3701421.569739
  nChanged 19
		SP:Iteration 47Q (27454.760000 sec): 3 clusters
  Score: Raw -3704771.186256 + Penalty 3346.716207 = -3701424.470048
  nChanged 18
		SP:Iteration 48Q (27455.070000 sec): 3 clusters
  Score: Raw -3704774.425358 + Penalty 3346.716207 = -3701427.709150
  nChanged 15
		SP:Iteration 49Q (27455.480000 sec): 3 clusters
  Score: Raw -3704777.269859 + Penalty 3346.716207 = -3701430.553651
  nChanged 17
		SP:Iteration 50Q (27455.830000 sec): 3 clusters
  Score: Raw -3704780.744762 + Penalty 3346.716207 = -3701434.028555
  nChanged 20
		SP:Iteration 51Q (27456.160000 sec): 3 clusters
  Score: Raw -3704785.595414 + Penalty 3346.716207 = -3701438.879207
  nChanged 27
		SP:Iteration 52Q (27456.510000 sec): 3 clusters
  Score: Raw -3704791.348797 + Penalty 3346.716207 = -3701444.632589
  nChanged 24
		SP:Iteration 53Q (27456.870000 sec): 3 clusters
  Score: Raw -3704796.503875 + Penalty 3346.716207 = -3701449.787667
  nChanged 22
		SP:Iteration 54Q (27457.210000 sec): 3 clusters
  Score: Raw -3704800.994805 + Penalty 3346.716207 = -3701454.278597
  nChanged 21
		SP:Iteration 55Q (27457.510000 sec): 3 clusters
  Score: Raw -3704804.505643 + Penalty 3346.716207 = -3701457.789435
  nChanged 18
		SP:Iteration 56Q (27457.830000 sec): 3 clusters
  Score: Raw -3704808.332023 + Penalty 3346.716207 = -3701461.615815
  nChanged 18
		SP:Iteration 57Q (27458.130000 sec): 3 clusters
  Score: Raw -3704811.968425 + Penalty 3346.716207 = -3701465.252218
  nChanged 23
		SP:Iteration 58Q (27458.470000 sec): 3 clusters
  Score: Raw -3704816.924939 + Penalty 3346.716207 = -3701470.208731
  nChanged 24
		SP:Iteration 59Q (27458.760000 sec): 3 clusters
  Score: Raw -3704822.115380 + Penalty 3346.716207 = -3701475.399173
  nChanged 27
		SP:Iteration 60F (27459.090000 sec): 3 clusters
  Score: Raw -3704828.296454 + Penalty 3346.716207 = -3701481.580247
  nChanged 33
		SP:Iteration 61Q (27459.410000 sec): 3 clusters
  Score: Raw -3704836.443626 + Penalty 3346.716207 = -3701489.727418
  nChanged 24
		SP:Iteration 62Q (27459.680000 sec): 3 clusters
  Score: Raw -3704841.704307 + Penalty 3346.716207 = -3701494.988099
  nChanged 21
		SP:Iteration 63Q (27460.030000 sec): 3 clusters
  Score: Raw -3704845.798389 + Penalty 3346.716207 = -3701499.082181
  nChanged 22
		SP:Iteration 64Q (27460.330000 sec): 3 clusters
  Score: Raw -3704849.168398 + Penalty 3346.716207 = -3701502.452191
  nChanged 12
		SP:Iteration 65Q (27460.630000 sec): 3 clusters
  Score: Raw -3704851.325308 + Penalty 3346.716207 = -3701504.609101
  nChanged 16
		SP:Iteration 66Q (27460.910000 sec): 3 clusters
  Score: Raw -3704854.451199 + Penalty 3346.716207 = -3701507.734991
  nChanged 18
		SP:Iteration 67Q (27461.260000 sec): 3 clusters
  Score: Raw -3704857.823023 + Penalty 3346.716207 = -3701511.106815
  nChanged 17
		SP:Iteration 68Q (27461.570000 sec): 3 clusters
  Score: Raw -3704861.427094 + Penalty 3346.716207 = -3701514.710887
  nChanged 18
		SP:Iteration 69Q (27461.890000 sec): 3 clusters
  Score: Raw -3704864.848517 + Penalty 3346.716207 = -3701518.132309
  nChanged 9
		SP:Iteration 70Q (27462.250000 sec): 3 clusters
  Score: Raw -3704866.076698 + Penalty 3346.716207 = -3701519.360491
  nChanged 6
		SP:Iteration 71Q (27462.550000 sec): 3 clusters
  Score: Raw -3704866.598045 + Penalty 3346.716207 = -3701519.881838
  nChanged 3
		SP:Iteration 72Q (27462.870000 sec): 3 clusters
  Score: Raw -3704866.956972 + Penalty 3346.716207 = -3701520.240764
  nChanged 5
		SP:Iteration 73Q (27463.220000 sec): 3 clusters
  Score: Raw -3704867.461916 + Penalty 3346.716207 = -3701520.745709
  nChanged 3
		SP:Iteration 74Q (27463.530000 sec): 3 clusters
  Score: Raw -3704867.869187 + Penalty 3346.716207 = -3701521.152979
  nChanged 9
		SP:Iteration 75Q (27463.850000 sec): 3 clusters
  Score: Raw -3704869.232205 + Penalty 3346.716207 = -3701522.515998
  nChanged 6
		SP:Iteration 76Q (27464.170000 sec): 3 clusters
  Score: Raw -3704870.042764 + Penalty 3346.716207 = -3701523.326557
  nChanged 1
		SP:Iteration 77Q (27464.450000 sec): 3 clusters
  Score: Raw -3704870.211203 + Penalty 3346.716207 = -3701523.494995
  nChanged 1
		SP:Iteration 78Q (27464.800000 sec): 3 clusters
  Score: Raw -3704870.337175 + Penalty 3346.716207 = -3701523.620968
  nChanged 1
		SP:Iteration 79Q (27465.110000 sec): 3 clusters
  Score: Raw -3704870.446512 + Penalty 3346.716207 = -3701523.730305
  nChanged 1
		SP:Iteration 80F (27465.410000 sec): 3 clusters
  Score: Raw -3704870.577125 + Penalty 3346.716207 = -3701523.860917
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 34 (64273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27465.800000 sec): 2 clusters
  Score: Raw -7156458.594878 + Penalty 1799.020424 = -7154659.574455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27466.330000 sec): 3 clusters
  Score: Raw -7115424.651428 + Penalty 3598.040847 = -7111826.610581
  nChanged 30350
		SP:Iteration 1F (27466.810000 sec): 3 clusters
  Score: Raw -7133972.563040 + Penalty 3598.040847 = -7130374.522193
  nChanged 3704
		SP:Iteration 2F (27467.290000 sec): 3 clusters
  Score: Raw -7135969.821608 + Penalty 3598.040847 = -7132371.780760
  nChanged 4104
		SP:Iteration 3F (27467.730000 sec): 3 clusters
  Score: Raw -7138394.034063 + Penalty 3598.040847 = -7134795.993215
  nChanged 4185
		SP:Iteration 4F (27468.210000 sec): 3 clusters
  Score: Raw -7141008.834336 + Penalty 3598.040847 = -7137410.793489
  nChanged 4049
		SP:Iteration 5F (27468.750000 sec): 3 clusters
  Score: Raw -7143902.263581 + Penalty 3598.040847 = -7140304.222733
  nChanged 3797
		SP:Iteration 6F (27469.240000 sec): 3 clusters
  Score: Raw -7146728.185285 + Penalty 3598.040847 = -7143130.144438
  nChanged 3183
		SP:Iteration 7Q (27469.800000 sec): 3 clusters
  Score: Raw -7148992.543238 + Penalty 3598.040847 = -7145394.502391
  nChanged 2532
		SP:Iteration 8Q (27470.290000 sec): 3 clusters
  Score: Raw -7150618.014896 + Penalty 3598.040847 = -7147019.974048
  nChanged 1963
		SP:Iteration 9Q (27470.780000 sec): 3 clusters
  Score: Raw -7151695.018167 + Penalty 3598.040847 = -7148096.977320
  nChanged 1594
		SP:Iteration 10Q (27471.260000 sec): 3 clusters
  Score: Raw -7152472.115120 + Penalty 3598.040847 = -7148874.074272
  nChanged 1397
		SP:Iteration 11Q (27471.750000 sec): 3 clusters
  Score: Raw -7153128.316346 + Penalty 3598.040847 = -7149530.275498
  nChanged 1244
		SP:Iteration 12Q (27472.250000 sec): 3 clusters
  Score: Raw -7153696.468474 + Penalty 3598.040847 = -7150098.427626
  nChanged 1141
		SP:Iteration 13Q (27472.750000 sec): 3 clusters
  Score: Raw -7154249.888407 + Penalty 3598.040847 = -7150651.847560
  nChanged 1089
		SP:Iteration 14Q (27473.210000 sec): 3 clusters
  Score: Raw -7154802.918733 + Penalty 3598.040847 = -7151204.877885
  nChanged 962
		SP:Iteration 15Q (27473.660000 sec): 3 clusters
  Score: Raw -7155310.645882 + Penalty 3598.040847 = -7151712.605034
  nChanged 872
		SP:Iteration 16Q (27474.120000 sec): 3 clusters
  Score: Raw -7155771.769155 + Penalty 3598.040847 = -7152173.728308
  nChanged 692
		SP:Iteration 17Q (27474.580000 sec): 3 clusters
  Score: Raw -7156117.224773 + Penalty 3598.040847 = -7152519.183926
  nChanged 535
		SP:Iteration 18Q (27475.040000 sec): 3 clusters
  Score: Raw -7156368.156872 + Penalty 3598.040847 = -7152770.116025
  nChanged 405
		SP:Iteration 19Q (27475.540000 sec): 3 clusters
  Score: Raw -7156542.203819 + Penalty 3598.040847 = -7152944.162972
  nChanged 319
		SP:Iteration 20F (27476.010000 sec): 3 clusters
  Score: Raw -7156679.138413 + Penalty 3598.040847 = -7153081.097566
  nChanged 255
		SP:Iteration 21Q (27476.440000 sec): 3 clusters
  Score: Raw -7156780.820900 + Penalty 3598.040847 = -7153182.780052
  nChanged 199
		SP:Iteration 22Q (27476.850000 sec): 3 clusters
  Score: Raw -7156859.484404 + Penalty 3598.040847 = -7153261.443556
  nChanged 176
		SP:Iteration 23Q (27477.290000 sec): 3 clusters
  Score: Raw -7156927.840528 + Penalty 3598.040847 = -7153329.799681
  nChanged 130
		SP:Iteration 24Q (27477.690000 sec): 3 clusters
  Score: Raw -7156975.157619 + Penalty 3598.040847 = -7153377.116772
  nChanged 102
		SP:Iteration 25Q (27478.140000 sec): 3 clusters
  Score: Raw -7157010.303321 + Penalty 3598.040847 = -7153412.262473
  nChanged 85
		SP:Iteration 26Q (27478.620000 sec): 3 clusters
  Score: Raw -7157038.913066 + Penalty 3598.040847 = -7153440.872218
  nChanged 63
		SP:Iteration 27Q (27479.110000 sec): 3 clusters
  Score: Raw -7157060.699949 + Penalty 3598.040847 = -7153462.659101
  nChanged 49
		SP:Iteration 28Q (27479.560000 sec): 3 clusters
  Score: Raw -7157076.372341 + Penalty 3598.040847 = -7153478.331494
  nChanged 47
		SP:Iteration 29Q (27480.020000 sec): 3 clusters
  Score: Raw -7157095.974813 + Penalty 3598.040847 = -7153497.933965
  nChanged 40
		SP:Iteration 30Q (27480.450000 sec): 3 clusters
  Score: Raw -7157112.015367 + Penalty 3598.040847 = -7153513.974520
  nChanged 44
		SP:Iteration 31Q (27480.900000 sec): 3 clusters
  Score: Raw -7157131.542341 + Penalty 3598.040847 = -7153533.501493
  nChanged 39
		SP:Iteration 32Q (27481.410000 sec): 3 clusters
  Score: Raw -7157145.084392 + Penalty 3598.040847 = -7153547.043545
  nChanged 36
		SP:Iteration 33Q (27481.850000 sec): 3 clusters
  Score: Raw -7157158.750373 + Penalty 3598.040847 = -7153560.709525
  nChanged 37
		SP:Iteration 34Q (27482.360000 sec): 3 clusters
  Score: Raw -7157174.788452 + Penalty 3598.040847 = -7153576.747605
  nChanged 43
		SP:Iteration 35Q (27482.860000 sec): 3 clusters
  Score: Raw -7157189.793756 + Penalty 3598.040847 = -7153591.752908
  nChanged 39
		SP:Iteration 36Q (27483.360000 sec): 3 clusters
  Score: Raw -7157203.011965 + Penalty 3598.040847 = -7153604.971118
  nChanged 32
		SP:Iteration 37Q (27483.830000 sec): 3 clusters
  Score: Raw -7157211.029698 + Penalty 3598.040847 = -7153612.988850
  nChanged 27
		SP:Iteration 38Q (27484.310000 sec): 3 clusters
  Score: Raw -7157219.174472 + Penalty 3598.040847 = -7153621.133624
  nChanged 24
		SP:Iteration 39Q (27484.760000 sec): 3 clusters
  Score: Raw -7157226.683457 + Penalty 3598.040847 = -7153628.642609
  nChanged 22
		SP:Iteration 40F (27485.320000 sec): 3 clusters
  Score: Raw -7157236.605333 + Penalty 3598.040847 = -7153638.564485
  nChanged 20
		SP:Iteration 41Q (27485.770000 sec): 3 clusters
  Score: Raw -7157243.933896 + Penalty 3598.040847 = -7153645.893048
  nChanged 17
		SP:Iteration 42Q (27486.290000 sec): 3 clusters
  Score: Raw -7157249.264214 + Penalty 3598.040847 = -7153651.223367
  nChanged 17
		SP:Iteration 43Q (27486.740000 sec): 3 clusters
  Score: Raw -7157254.450705 + Penalty 3598.040847 = -7153656.409857
  nChanged 15
		SP:Iteration 44Q (27487.210000 sec): 3 clusters
  Score: Raw -7157257.725066 + Penalty 3598.040847 = -7153659.684218
  nChanged 8
		SP:Iteration 45Q (27487.680000 sec): 3 clusters
  Score: Raw -7157259.229492 + Penalty 3598.040847 = -7153661.188645
  nChanged 6
		SP:Iteration 46Q (27488.160000 sec): 3 clusters
  Score: Raw -7157260.544078 + Penalty 3598.040847 = -7153662.503231
  nChanged 7
		SP:Iteration 47Q (27488.620000 sec): 3 clusters
  Score: Raw -7157262.493115 + Penalty 3598.040847 = -7153664.452267
  nChanged 11
		SP:Iteration 48Q (27489.100000 sec): 3 clusters
  Score: Raw -7157264.838483 + Penalty 3598.040847 = -7153666.797636
  nChanged 3
		SP:Iteration 49Q (27489.550000 sec): 3 clusters
  Score: Raw -7157265.343058 + Penalty 3598.040847 = -7153667.302210
  nChanged 1
		SP:Iteration 50Q (27490.000000 sec): 3 clusters
  Score: Raw -7157265.497280 + Penalty 3598.040847 = -7153667.456433
  nChanged 0
		SP:Iteration 51F (27490.510000 sec): 3 clusters
  Score: Raw -7157265.497280 + Penalty 3598.040847 = -7153667.456433
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 35 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27490.610000 sec): 2 clusters
  Score: Raw -49329.911621 + Penalty 1019.954567 = -48309.957054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27490.810000 sec): 3 clusters
  Score: Raw -49281.675481 + Penalty 2039.909134 = -47241.766346
  nChanged 144
		SP:Iteration 1F (27491.000000 sec): 3 clusters
  Score: Raw -49454.204221 + Penalty 2039.909134 = -47414.295087
  nChanged 39
		SP:Iteration 2F (27491.180000 sec): 3 clusters
  Score: Raw -49530.078055 + Penalty 2039.909134 = -47490.168920
  nChanged 20
		SP:Iteration 3Q (27491.370000 sec): 3 clusters
  Score: Raw -49558.026387 + Penalty 2039.909134 = -47518.117253
  nChanged 18
		SP:Iteration 4Q (27491.520000 sec): 3 clusters
  Score: Raw -49585.925810 + Penalty 2039.909134 = -47546.016676
  nChanged 16
		SP:Iteration 5Q (27491.680000 sec): 3 clusters
  Score: Raw -49619.780020 + Penalty 2039.909134 = -47579.870886
  nChanged 19
		SP:Iteration 6Q (27491.870000 sec): 3 clusters
  Score: Raw -49668.731571 + Penalty 2039.909134 = -47628.822437
  nChanged 18
		SP:Iteration 7Q (27492.060000 sec): 3 clusters
  Score: Raw -49703.523169 + Penalty 2039.909134 = -47663.614035
  nChanged 8
		SP:Iteration 8Q (27492.220000 sec): 3 clusters
  Score: Raw -49720.043394 + Penalty 2039.909134 = -47680.134260
  nChanged 7
		SP:Iteration 9Q (27492.420000 sec): 3 clusters
  Score: Raw -49735.447897 + Penalty 2039.909134 = -47695.538763
  nChanged 3
		SP:Iteration 10Q (27492.600000 sec): 3 clusters
  Score: Raw -49743.835280 + Penalty 2039.909134 = -47703.926146
  nChanged 3
		SP:Iteration 11Q (27492.760000 sec): 3 clusters
  Score: Raw -49752.209038 + Penalty 2039.909134 = -47712.299904
  nChanged 0
		SP:Iteration 12F (27492.920000 sec): 3 clusters
  Score: Raw -49752.209038 + Penalty 2039.909134 = -47712.299904
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 36 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27493.030000 sec): 2 clusters
  Score: Raw -52361.812556 + Penalty 995.970659 = -51365.841896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27493.190000 sec): 3 clusters
  Score: Raw -52304.672437 + Penalty 1991.941318 = -50312.731119
  nChanged 101
		SP:Iteration 1F (27493.350000 sec): 3 clusters
  Score: Raw -52457.210911 + Penalty 1991.941318 = -50465.269593
  nChanged 26
		SP:Iteration 2F (27493.560000 sec): 3 clusters
  Score: Raw -52519.550210 + Penalty 1991.941318 = -50527.608892
  nChanged 17
		SP:Iteration 3Q (27493.750000 sec): 3 clusters
  Score: Raw -52560.798573 + Penalty 1991.941318 = -50568.857255
  nChanged 13
		SP:Iteration 4Q (27493.940000 sec): 3 clusters
  Score: Raw -52606.142134 + Penalty 1991.941318 = -50614.200816
  nChanged 13
		SP:Iteration 5Q (27494.170000 sec): 3 clusters
  Score: Raw -52667.642087 + Penalty 1991.941318 = -50675.700769
  nChanged 13
		SP:Iteration 6Q (27494.340000 sec): 3 clusters
  Score: Raw -52709.416227 + Penalty 1991.941318 = -50717.474908
  nChanged 7
		SP:Iteration 7Q (27494.530000 sec): 3 clusters
  Score: Raw -52720.115194 + Penalty 1991.941318 = -50728.173875
  nChanged 7
		SP:Iteration 8Q (27494.690000 sec): 3 clusters
  Score: Raw -52733.986122 + Penalty 1991.941318 = -50742.044804
  nChanged 2
		SP:Iteration 9Q (27494.850000 sec): 3 clusters
  Score: Raw -52737.600604 + Penalty 1991.941318 = -50745.659286
  nChanged 4
		SP:Iteration 10Q (27495.010000 sec): 3 clusters
  Score: Raw -52745.281396 + Penalty 1991.941318 = -50753.340078
  nChanged 1
		SP:Iteration 11Q (27495.230000 sec): 3 clusters
  Score: Raw -52752.544796 + Penalty 1991.941318 = -50760.603478
  nChanged 2
		SP:Iteration 12Q (27495.400000 sec): 3 clusters
  Score: Raw -52758.384327 + Penalty 1991.941318 = -50766.443008
  nChanged 1
		SP:Iteration 13Q (27495.570000 sec): 3 clusters
  Score: Raw -52760.429876 + Penalty 1991.941318 = -50768.488558
  nChanged 1
		SP:Iteration 14Q (27495.700000 sec): 3 clusters
  Score: Raw -52762.964279 + Penalty 1991.941318 = -50771.022961
  nChanged 0
		SP:Iteration 15F (27495.870000 sec): 3 clusters
  Score: Raw -52762.964279 + Penalty 1991.941318 = -50771.022961
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 37 (43154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27496.140000 sec): 2 clusters
  Score: Raw -4884289.787667 + Penalty 1734.286189 = -4882555.501478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27496.490000 sec): 3 clusters
  Score: Raw -4857275.281151 + Penalty 3468.572377 = -4853806.708773
  nChanged 20176
		SP:Iteration 1F (27496.840000 sec): 3 clusters
  Score: Raw -4869221.439862 + Penalty 3468.572377 = -4865752.867484
  nChanged 2156
		SP:Iteration 2Q (27497.210000 sec): 3 clusters
  Score: Raw -4870053.000001 + Penalty 3468.572377 = -4866584.427624
  nChanged 2280
		SP:Iteration 3F (27497.590000 sec): 3 clusters
  Score: Raw -4871010.438343 + Penalty 3468.572377 = -4867541.865965
  nChanged 2338
		SP:Iteration 4F (27497.970000 sec): 3 clusters
  Score: Raw -4872094.844627 + Penalty 3468.572377 = -4868626.272249
  nChanged 2414
		SP:Iteration 5F (27498.440000 sec): 3 clusters
  Score: Raw -4873378.263085 + Penalty 3468.572377 = -4869909.690707
  nChanged 2535
		SP:Iteration 6F (27498.860000 sec): 3 clusters
  Score: Raw -4874934.291186 + Penalty 3468.572377 = -4871465.718809
  nChanged 2594
		SP:Iteration 7F (27499.300000 sec): 3 clusters
  Score: Raw -4876766.209276 + Penalty 3468.572377 = -4873297.636899
  nChanged 2432
		SP:Iteration 8F (27499.690000 sec): 3 clusters
  Score: Raw -4878671.099238 + Penalty 3468.572377 = -4875202.526861
  nChanged 2054
		SP:Iteration 9Q (27500.130000 sec): 3 clusters
  Score: Raw -4880406.387943 + Penalty 3468.572377 = -4876937.815565
  nChanged 1484
		SP:Iteration 10Q (27500.550000 sec): 3 clusters
  Score: Raw -4881593.951288 + Penalty 3468.572377 = -4878125.378911
  nChanged 1073
		SP:Iteration 11Q (27500.910000 sec): 3 clusters
  Score: Raw -4882390.396502 + Penalty 3468.572377 = -4878921.824124
  nChanged 826
		SP:Iteration 12Q (27501.340000 sec): 3 clusters
  Score: Raw -4882939.862823 + Penalty 3468.572377 = -4879471.290446
  nChanged 587
		SP:Iteration 13Q (27501.800000 sec): 3 clusters
  Score: Raw -4883301.488867 + Penalty 3468.572377 = -4879832.916489
  nChanged 474
		SP:Iteration 14Q (27502.260000 sec): 3 clusters
  Score: Raw -4883569.953756 + Penalty 3468.572377 = -4880101.381379
  nChanged 388
		SP:Iteration 15Q (27502.630000 sec): 3 clusters
  Score: Raw -4883774.630573 + Penalty 3468.572377 = -4880306.058196
  nChanged 310
		SP:Iteration 16Q (27503.060000 sec): 3 clusters
  Score: Raw -4883935.729884 + Penalty 3468.572377 = -4880467.157506
  nChanged 266
		SP:Iteration 17Q (27503.520000 sec): 3 clusters
  Score: Raw -4884071.674189 + Penalty 3468.572377 = -4880603.101812
  nChanged 225
		SP:Iteration 18Q (27503.880000 sec): 3 clusters
  Score: Raw -4884187.175907 + Penalty 3468.572377 = -4880718.603530
  nChanged 182
		SP:Iteration 19Q (27504.250000 sec): 3 clusters
  Score: Raw -4884278.070144 + Penalty 3468.572377 = -4880809.497767
  nChanged 139
		SP:Iteration 20F (27504.670000 sec): 3 clusters
  Score: Raw -4884348.318228 + Penalty 3468.572377 = -4880879.745850
  nChanged 131
		SP:Iteration 21Q (27505.040000 sec): 3 clusters
  Score: Raw -4884418.935634 + Penalty 3468.572377 = -4880950.363257
  nChanged 115
		SP:Iteration 22Q (27505.380000 sec): 3 clusters
  Score: Raw -4884483.601594 + Penalty 3468.572377 = -4881015.029216
  nChanged 87
		SP:Iteration 23Q (27505.830000 sec): 3 clusters
  Score: Raw -4884525.151703 + Penalty 3468.572377 = -4881056.579326
  nChanged 61
		SP:Iteration 24Q (27506.260000 sec): 3 clusters
  Score: Raw -4884555.393781 + Penalty 3468.572377 = -4881086.821404
  nChanged 53
		SP:Iteration 25Q (27506.660000 sec): 3 clusters
  Score: Raw -4884577.196567 + Penalty 3468.572377 = -4881108.624189
  nChanged 47
		SP:Iteration 26Q (27506.980000 sec): 3 clusters
  Score: Raw -4884598.366356 + Penalty 3468.572377 = -4881129.793978
  nChanged 48
		SP:Iteration 27Q (27507.360000 sec): 3 clusters
  Score: Raw -4884622.528897 + Penalty 3468.572377 = -4881153.956520
  nChanged 43
		SP:Iteration 28Q (27507.760000 sec): 3 clusters
  Score: Raw -4884641.186264 + Penalty 3468.572377 = -4881172.613886
  nChanged 35
		SP:Iteration 29Q (27508.110000 sec): 3 clusters
  Score: Raw -4884655.813273 + Penalty 3468.572377 = -4881187.240895
  nChanged 28
		SP:Iteration 30Q (27508.520000 sec): 3 clusters
  Score: Raw -4884665.142318 + Penalty 3468.572377 = -4881196.569941
  nChanged 17
		SP:Iteration 31Q (27508.910000 sec): 3 clusters
  Score: Raw -4884671.109840 + Penalty 3468.572377 = -4881202.537463
  nChanged 18
		SP:Iteration 32Q (27509.320000 sec): 3 clusters
  Score: Raw -4884677.390446 + Penalty 3468.572377 = -4881208.818068
  nChanged 18
		SP:Iteration 33Q (27509.630000 sec): 3 clusters
  Score: Raw -4884683.766488 + Penalty 3468.572377 = -4881215.194110
  nChanged 12
		SP:Iteration 34Q (27509.970000 sec): 3 clusters
  Score: Raw -4884687.836419 + Penalty 3468.572377 = -4881219.264042
  nChanged 13
		SP:Iteration 35Q (27510.310000 sec): 3 clusters
  Score: Raw -4884694.463853 + Penalty 3468.572377 = -4881225.891475
  nChanged 12
		SP:Iteration 36Q (27510.620000 sec): 3 clusters
  Score: Raw -4884699.830695 + Penalty 3468.572377 = -4881231.258318
  nChanged 12
		SP:Iteration 37Q (27510.960000 sec): 3 clusters
  Score: Raw -4884704.094173 + Penalty 3468.572377 = -4881235.521795
  nChanged 10
		SP:Iteration 38Q (27511.300000 sec): 3 clusters
  Score: Raw -4884707.954548 + Penalty 3468.572377 = -4881239.382170
  nChanged 11
		SP:Iteration 39Q (27511.680000 sec): 3 clusters
  Score: Raw -4884711.800651 + Penalty 3468.572377 = -4881243.228274
  nChanged 4
		SP:Iteration 40F (27512.040000 sec): 3 clusters
  Score: Raw -4884713.436692 + Penalty 3468.572377 = -4881244.864314
  nChanged 4
		SP:Iteration 41Q (27512.380000 sec): 3 clusters
  Score: Raw -4884714.588433 + Penalty 3468.572377 = -4881246.016055
  nChanged 3
		SP:Iteration 42Q (27512.690000 sec): 3 clusters
  Score: Raw -4884716.347410 + Penalty 3468.572377 = -4881247.775032
  nChanged 4
		SP:Iteration 43Q (27513.080000 sec): 3 clusters
  Score: Raw -4884717.942048 + Penalty 3468.572377 = -4881249.369670
  nChanged 2
		SP:Iteration 44Q (27513.420000 sec): 3 clusters
  Score: Raw -4884718.456926 + Penalty 3468.572377 = -4881249.884548
  nChanged 1
		SP:Iteration 45Q (27513.830000 sec): 3 clusters
  Score: Raw -4884718.758808 + Penalty 3468.572377 = -4881250.186431
  nChanged 1
		SP:Iteration 46Q (27514.170000 sec): 3 clusters
  Score: Raw -4884719.196445 + Penalty 3468.572377 = -4881250.624068
  nChanged 2
		SP:Iteration 47Q (27514.550000 sec): 3 clusters
  Score: Raw -4884719.894991 + Penalty 3468.572377 = -4881251.322614
  nChanged 1
		SP:Iteration 48Q (27514.920000 sec): 3 clusters
  Score: Raw -4884720.208691 + Penalty 3468.572377 = -4881251.636313
  nChanged 1
		SP:Iteration 49Q (27515.260000 sec): 3 clusters
  Score: Raw -4884720.271225 + Penalty 3468.572377 = -4881251.698848
  nChanged 1
		SP:Iteration 50Q (27515.670000 sec): 3 clusters
  Score: Raw -4884720.378724 + Penalty 3468.572377 = -4881251.806347
  nChanged 1
		SP:Iteration 51Q (27516.010000 sec): 3 clusters
  Score: Raw -4884720.860760 + Penalty 3468.572377 = -4881252.288383
  nChanged 0
		SP:Iteration 52F (27516.380000 sec): 3 clusters
  Score: Raw -4884720.860760 + Penalty 3468.572377 = -4881252.288383
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 38 (7630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27516.590000 sec): 2 clusters
  Score: Raw -934592.824138 + Penalty 1452.724508 = -933140.099630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27516.790000 sec): 3 clusters
  Score: Raw -930483.940670 + Penalty 2905.449015 = -927578.491655
  nChanged 3162
		SP:Iteration 1F (27517.010000 sec): 3 clusters
  Score: Raw -932152.090112 + Penalty 2905.449015 = -929246.641096
  nChanged 505
		SP:Iteration 2F (27517.240000 sec): 3 clusters
  Score: Raw -932392.363959 + Penalty 2905.449015 = -929486.914944
  nChanged 395
		SP:Iteration 3F (27517.430000 sec): 3 clusters
  Score: Raw -932583.485957 + Penalty 2905.449015 = -929678.036941
  nChanged 360
		SP:Iteration 4Q (27517.640000 sec): 3 clusters
  Score: Raw -932765.669935 + Penalty 2905.449015 = -929860.220920
  nChanged 350
		SP:Iteration 5Q (27517.880000 sec): 3 clusters
  Score: Raw -932955.758458 + Penalty 2905.449015 = -930050.309442
  nChanged 353
		SP:Iteration 6Q (27518.120000 sec): 3 clusters
  Score: Raw -933177.893872 + Penalty 2905.449015 = -930272.444857
  nChanged 340
		SP:Iteration 7Q (27518.330000 sec): 3 clusters
  Score: Raw -933421.505135 + Penalty 2905.449015 = -930516.056119
  nChanged 328
		SP:Iteration 8Q (27518.570000 sec): 3 clusters
  Score: Raw -933684.929938 + Penalty 2905.449015 = -930779.480922
  nChanged 348
		SP:Iteration 9Q (27518.760000 sec): 3 clusters
  Score: Raw -933981.903637 + Penalty 2905.449015 = -931076.454621
  nChanged 259
		SP:Iteration 10Q (27518.950000 sec): 3 clusters
  Score: Raw -934213.621037 + Penalty 2905.449015 = -931308.172021
  nChanged 242
		SP:Iteration 11Q (27519.150000 sec): 3 clusters
  Score: Raw -934427.990570 + Penalty 2905.449015 = -931522.541555
  nChanged 193
		SP:Iteration 12Q (27519.360000 sec): 3 clusters
  Score: Raw -934590.430073 + Penalty 2905.449015 = -931684.981058
  nChanged 149
		SP:Iteration 13Q (27519.600000 sec): 3 clusters
  Score: Raw -934691.953409 + Penalty 2905.449015 = -931786.504393
  nChanged 98
		SP:Iteration 14Q (27519.850000 sec): 3 clusters
  Score: Raw -934747.453870 + Penalty 2905.449015 = -931842.004855
  nChanged 83
		SP:Iteration 15Q (27520.050000 sec): 3 clusters
  Score: Raw -934789.654347 + Penalty 2905.449015 = -931884.205332
  nChanged 71
		SP:Iteration 16Q (27520.290000 sec): 3 clusters
  Score: Raw -934825.370941 + Penalty 2905.449015 = -931919.921926
  nChanged 62
		SP:Iteration 17Q (27520.500000 sec): 3 clusters
  Score: Raw -934857.748021 + Penalty 2905.449015 = -931952.299005
  nChanged 42
		SP:Iteration 18Q (27520.700000 sec): 3 clusters
  Score: Raw -934879.770301 + Penalty 2905.449015 = -931974.321286
  nChanged 38
		SP:Iteration 19Q (27520.900000 sec): 3 clusters
  Score: Raw -934897.161244 + Penalty 2905.449015 = -931991.712229
  nChanged 32
		SP:Iteration 20F (27521.090000 sec): 3 clusters
  Score: Raw -934911.493278 + Penalty 2905.449015 = -932006.044263
  nChanged 17
		SP:Iteration 21Q (27521.320000 sec): 3 clusters
  Score: Raw -934918.452385 + Penalty 2905.449015 = -932013.003370
  nChanged 19
		SP:Iteration 22Q (27521.550000 sec): 3 clusters
  Score: Raw -934926.090361 + Penalty 2905.449015 = -932020.641346
  nChanged 15
		SP:Iteration 23Q (27521.760000 sec): 3 clusters
  Score: Raw -934930.943358 + Penalty 2905.449015 = -932025.494343
  nChanged 13
		SP:Iteration 24Q (27521.950000 sec): 3 clusters
  Score: Raw -934934.649555 + Penalty 2905.449015 = -932029.200540
  nChanged 16
		SP:Iteration 25Q (27522.150000 sec): 3 clusters
  Score: Raw -934939.617246 + Penalty 2905.449015 = -932034.168231
  nChanged 10
		SP:Iteration 26Q (27522.370000 sec): 3 clusters
  Score: Raw -934942.256189 + Penalty 2905.449015 = -932036.807174
  nChanged 7
		SP:Iteration 27Q (27522.630000 sec): 3 clusters
  Score: Raw -934944.716938 + Penalty 2905.449015 = -932039.267922
  nChanged 5
		SP:Iteration 28Q (27522.860000 sec): 3 clusters
  Score: Raw -934945.775077 + Penalty 2905.449015 = -932040.326062
  nChanged 3
		SP:Iteration 29Q (27523.060000 sec): 3 clusters
  Score: Raw -934946.270633 + Penalty 2905.449015 = -932040.821618
  nChanged 3
		SP:Iteration 30Q (27523.290000 sec): 3 clusters
  Score: Raw -934947.054263 + Penalty 2905.449015 = -932041.605248
  nChanged 2
		SP:Iteration 31Q (27523.480000 sec): 3 clusters
  Score: Raw -934947.477399 + Penalty 2905.449015 = -932042.028384
  nChanged 2
		SP:Iteration 32Q (27523.630000 sec): 3 clusters
  Score: Raw -934947.974689 + Penalty 2905.449015 = -932042.525673
  nChanged 2
		SP:Iteration 33Q (27523.830000 sec): 3 clusters
  Score: Raw -934948.361910 + Penalty 2905.449015 = -932042.912894
  nChanged 1
		SP:Iteration 34Q (27524.010000 sec): 3 clusters
  Score: Raw -934948.694582 + Penalty 2905.449015 = -932043.245566
  nChanged 1
		SP:Iteration 35Q (27524.200000 sec): 3 clusters
  Score: Raw -934948.931272 + Penalty 2905.449015 = -932043.482256
  nChanged 1
		SP:Iteration 36Q (27524.370000 sec): 3 clusters
  Score: Raw -934949.263363 + Penalty 2905.449015 = -932043.814348
  nChanged 1
		SP:Iteration 37Q (27524.580000 sec): 3 clusters
  Score: Raw -934949.695883 + Penalty 2905.449015 = -932044.246868
  nChanged 1
		SP:Iteration 38Q (27524.800000 sec): 3 clusters
  Score: Raw -934950.014633 + Penalty 2905.449015 = -932044.565617
  nChanged 0
		SP:Iteration 39F (27525.030000 sec): 3 clusters
  Score: Raw -934950.014633 + Penalty 2905.449015 = -932044.565617
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 39 (20048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27525.190000 sec): 2 clusters
  Score: Raw -2417655.445561 + Penalty 1609.706260 = -2416045.739301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27525.540000 sec): 3 clusters
  Score: Raw -2405681.678612 + Penalty 3219.412520 = -2402462.266092
  nChanged 9036
		SP:Iteration 1F (27525.840000 sec): 3 clusters
  Score: Raw -2410627.421358 + Penalty 3219.412520 = -2407408.008838
  nChanged 1012
		SP:Iteration 2F (27526.080000 sec): 3 clusters
  Score: Raw -2410983.056239 + Penalty 3219.412520 = -2407763.643719
  nChanged 885
		SP:Iteration 3Q (27526.330000 sec): 3 clusters
  Score: Raw -2411307.108333 + Penalty 3219.412520 = -2408087.695812
  nChanged 845
		SP:Iteration 4Q (27526.640000 sec): 3 clusters
  Score: Raw -2411637.171718 + Penalty 3219.412520 = -2408417.759198
  nChanged 825
		SP:Iteration 5Q (27526.920000 sec): 3 clusters
  Score: Raw -2411954.749662 + Penalty 3219.412520 = -2408735.337142
  nChanged 780
		SP:Iteration 6Q (27527.200000 sec): 3 clusters
  Score: Raw -2412280.609202 + Penalty 3219.412520 = -2409061.196682
  nChanged 855
		SP:Iteration 7Q (27527.500000 sec): 3 clusters
  Score: Raw -2412676.770940 + Penalty 3219.412520 = -2409457.358420
  nChanged 878
		SP:Iteration 8Q (27527.780000 sec): 3 clusters
  Score: Raw -2413170.588633 + Penalty 3219.412520 = -2409951.176113
  nChanged 901
		SP:Iteration 9Q (27528.120000 sec): 3 clusters
  Score: Raw -2413696.075954 + Penalty 3219.412520 = -2410476.663434
  nChanged 890
		SP:Iteration 10Q (27528.440000 sec): 3 clusters
  Score: Raw -2414184.455536 + Penalty 3219.412520 = -2410965.043016
  nChanged 797
		SP:Iteration 11Q (27528.760000 sec): 3 clusters
  Score: Raw -2414653.604165 + Penalty 3219.412520 = -2411434.191645
  nChanged 746
		SP:Iteration 12Q (27529.100000 sec): 3 clusters
  Score: Raw -2415087.992127 + Penalty 3219.412520 = -2411868.579607
  nChanged 620
		SP:Iteration 13Q (27529.390000 sec): 3 clusters
  Score: Raw -2415442.334773 + Penalty 3219.412520 = -2412222.922253
  nChanged 543
		SP:Iteration 14Q (27529.710000 sec): 3 clusters
  Score: Raw -2415736.768019 + Penalty 3219.412520 = -2412517.355499
  nChanged 441
		SP:Iteration 15Q (27530.080000 sec): 3 clusters
  Score: Raw -2415988.357188 + Penalty 3219.412520 = -2412768.944668
  nChanged 420
		SP:Iteration 16Q (27530.360000 sec): 3 clusters
  Score: Raw -2416236.066700 + Penalty 3219.412520 = -2413016.654180
  nChanged 368
		SP:Iteration 17Q (27530.750000 sec): 3 clusters
  Score: Raw -2416426.737041 + Penalty 3219.412520 = -2413207.324521
  nChanged 319
		SP:Iteration 18Q (27531.060000 sec): 3 clusters
  Score: Raw -2416610.404038 + Penalty 3219.412520 = -2413390.991518
  nChanged 340
		SP:Iteration 19Q (27531.380000 sec): 3 clusters
  Score: Raw -2416793.615520 + Penalty 3219.412520 = -2413574.203000
  nChanged 299
		SP:Iteration 20F (27531.690000 sec): 3 clusters
  Score: Raw -2416955.094266 + Penalty 3219.412520 = -2413735.681746
  nChanged 260
		SP:Iteration 21Q (27532.030000 sec): 3 clusters
  Score: Raw -2417081.876500 + Penalty 3219.412520 = -2413862.463980
  nChanged 203
		SP:Iteration 22Q (27532.310000 sec): 3 clusters
  Score: Raw -2417189.239499 + Penalty 3219.412520 = -2413969.826979
  nChanged 181
		SP:Iteration 23Q (27532.580000 sec): 3 clusters
  Score: Raw -2417290.215185 + Penalty 3219.412520 = -2414070.802665
  nChanged 176
		SP:Iteration 24Q (27532.930000 sec): 3 clusters
  Score: Raw -2417400.782945 + Penalty 3219.412520 = -2414181.370425
  nChanged 162
		SP:Iteration 25Q (27533.230000 sec): 3 clusters
  Score: Raw -2417512.294813 + Penalty 3219.412520 = -2414292.882293
  nChanged 157
		SP:Iteration 26Q (27533.580000 sec): 3 clusters
  Score: Raw -2417623.801761 + Penalty 3219.412520 = -2414404.389240
  nChanged 138
		SP:Iteration 27Q (27533.920000 sec): 3 clusters
  Score: Raw -2417714.327574 + Penalty 3219.412520 = -2414494.915054
  nChanged 118
		SP:Iteration 28Q (27534.260000 sec): 3 clusters
  Score: Raw -2417780.481001 + Penalty 3219.412520 = -2414561.068481
  nChanged 103
		SP:Iteration 29Q (27534.600000 sec): 3 clusters
  Score: Raw -2417826.301620 + Penalty 3219.412520 = -2414606.889099
  nChanged 71
		SP:Iteration 30Q (27534.970000 sec): 3 clusters
  Score: Raw -2417850.927011 + Penalty 3219.412520 = -2414631.514491
  nChanged 54
		SP:Iteration 31Q (27535.270000 sec): 3 clusters
  Score: Raw -2417868.703274 + Penalty 3219.412520 = -2414649.290754
  nChanged 50
		SP:Iteration 32Q (27535.610000 sec): 3 clusters
  Score: Raw -2417885.760391 + Penalty 3219.412520 = -2414666.347871
  nChanged 46
		SP:Iteration 33Q (27535.900000 sec): 3 clusters
  Score: Raw -2417898.767791 + Penalty 3219.412520 = -2414679.355271
  nChanged 28
		SP:Iteration 34Q (27536.160000 sec): 3 clusters
  Score: Raw -2417906.378322 + Penalty 3219.412520 = -2414686.965802
  nChanged 18
		SP:Iteration 35Q (27536.460000 sec): 3 clusters
  Score: Raw -2417911.686885 + Penalty 3219.412520 = -2414692.274365
  nChanged 23
		SP:Iteration 36Q (27536.710000 sec): 3 clusters
  Score: Raw -2417916.460646 + Penalty 3219.412520 = -2414697.048126
  nChanged 12
		SP:Iteration 37Q (27537.020000 sec): 3 clusters
  Score: Raw -2417919.146006 + Penalty 3219.412520 = -2414699.733486
  nChanged 18
		SP:Iteration 38Q (27537.310000 sec): 3 clusters
  Score: Raw -2417922.479045 + Penalty 3219.412520 = -2414703.066525
  nChanged 15
		SP:Iteration 39Q (27537.570000 sec): 3 clusters
  Score: Raw -2417926.383273 + Penalty 3219.412520 = -2414706.970753
  nChanged 15
		SP:Iteration 40F (27537.850000 sec): 3 clusters
  Score: Raw -2417930.257074 + Penalty 3219.412520 = -2414710.844554
  nChanged 13
		SP:Iteration 41Q (27538.160000 sec): 3 clusters
  Score: Raw -2417933.732668 + Penalty 3219.412520 = -2414714.320148
  nChanged 13
		SP:Iteration 42Q (27538.430000 sec): 3 clusters
  Score: Raw -2417936.801626 + Penalty 3219.412520 = -2414717.389106
  nChanged 17
		SP:Iteration 43Q (27538.760000 sec): 3 clusters
  Score: Raw -2417940.153540 + Penalty 3219.412520 = -2414720.741020
  nChanged 9
		SP:Iteration 44Q (27539.080000 sec): 3 clusters
  Score: Raw -2417942.490856 + Penalty 3219.412520 = -2414723.078336
  nChanged 11
		SP:Iteration 45Q (27539.450000 sec): 3 clusters
  Score: Raw -2417945.045634 + Penalty 3219.412520 = -2414725.633114
  nChanged 8
		SP:Iteration 46Q (27539.770000 sec): 3 clusters
  Score: Raw -2417947.626427 + Penalty 3219.412520 = -2414728.213907
  nChanged 9
		SP:Iteration 47Q (27540.140000 sec): 3 clusters
  Score: Raw -2417949.082202 + Penalty 3219.412520 = -2414729.669682
  nChanged 2
		SP:Iteration 48Q (27540.480000 sec): 3 clusters
  Score: Raw -2417949.473674 + Penalty 3219.412520 = -2414730.061153
  nChanged 2
		SP:Iteration 49Q (27540.750000 sec): 3 clusters
  Score: Raw -2417949.788784 + Penalty 3219.412520 = -2414730.376264
  nChanged 2
		SP:Iteration 50Q (27541.040000 sec): 3 clusters
  Score: Raw -2417950.222700 + Penalty 3219.412520 = -2414730.810180
  nChanged 1
		SP:Iteration 51Q (27541.340000 sec): 3 clusters
  Score: Raw -2417950.343593 + Penalty 3219.412520 = -2414730.931073
  nChanged 2
		SP:Iteration 52Q (27541.650000 sec): 3 clusters
  Score: Raw -2417950.626977 + Penalty 3219.412520 = -2414731.214457
  nChanged 1
		SP:Iteration 53Q (27541.910000 sec): 3 clusters
  Score: Raw -2417950.823337 + Penalty 3219.412520 = -2414731.410817
  nChanged 3
		SP:Iteration 54Q (27542.260000 sec): 3 clusters
  Score: Raw -2417951.362622 + Penalty 3219.412520 = -2414731.950101
  nChanged 2
		SP:Iteration 55Q (27542.590000 sec): 3 clusters
  Score: Raw -2417952.069111 + Penalty 3219.412520 = -2414732.656591
  nChanged 4
		SP:Iteration 56Q (27542.820000 sec): 3 clusters
  Score: Raw -2417952.898341 + Penalty 3219.412520 = -2414733.485821
  nChanged 3
		SP:Iteration 57Q (27543.100000 sec): 3 clusters
  Score: Raw -2417953.602408 + Penalty 3219.412520 = -2414734.189888
  nChanged 3
		SP:Iteration 58Q (27543.310000 sec): 3 clusters
  Score: Raw -2417954.445870 + Penalty 3219.412520 = -2414735.033350
  nChanged 7
		SP:Iteration 59Q (27543.600000 sec): 3 clusters
  Score: Raw -2417956.629023 + Penalty 3219.412520 = -2414737.216503
  nChanged 10
		SP:Iteration 60F (27543.890000 sec): 3 clusters
  Score: Raw -2417959.237693 + Penalty 3219.412520 = -2414739.825173
  nChanged 11
		SP:Iteration 61Q (27544.120000 sec): 3 clusters
  Score: Raw -2417962.216596 + Penalty 3219.412520 = -2414742.804076
  nChanged 12
		SP:Iteration 62Q (27544.410000 sec): 3 clusters
  Score: Raw -2417966.369608 + Penalty 3219.412520 = -2414746.957088
  nChanged 20
		SP:Iteration 63Q (27544.700000 sec): 3 clusters
  Score: Raw -2417972.581187 + Penalty 3219.412520 = -2414753.168667
  nChanged 13
		SP:Iteration 64Q (27544.960000 sec): 3 clusters
  Score: Raw -2417975.875410 + Penalty 3219.412520 = -2414756.462889
  nChanged 16
		SP:Iteration 65Q (27545.240000 sec): 3 clusters
  Score: Raw -2417979.130665 + Penalty 3219.412520 = -2414759.718145
  nChanged 12
		SP:Iteration 66Q (27545.600000 sec): 3 clusters
  Score: Raw -2417981.442899 + Penalty 3219.412520 = -2414762.030379
  nChanged 12
		SP:Iteration 67Q (27545.880000 sec): 3 clusters
  Score: Raw -2417983.970701 + Penalty 3219.412520 = -2414764.558181
  nChanged 7
		SP:Iteration 68Q (27546.180000 sec): 3 clusters
  Score: Raw -2417985.283964 + Penalty 3219.412520 = -2414765.871444
  nChanged 2
		SP:Iteration 69Q (27546.470000 sec): 3 clusters
  Score: Raw -2417985.825768 + Penalty 3219.412520 = -2414766.413248
  nChanged 4
		SP:Iteration 70Q (27546.800000 sec): 3 clusters
  Score: Raw -2417986.945558 + Penalty 3219.412520 = -2414767.533038
  nChanged 4
		SP:Iteration 71Q (27547.050000 sec): 3 clusters
  Score: Raw -2417987.618999 + Penalty 3219.412520 = -2414768.206479
  nChanged 3
		SP:Iteration 72Q (27547.360000 sec): 3 clusters
  Score: Raw -2417988.371240 + Penalty 3219.412520 = -2414768.958720
  nChanged 5
		SP:Iteration 73Q (27547.710000 sec): 3 clusters
  Score: Raw -2417989.266269 + Penalty 3219.412520 = -2414769.853749
  nChanged 5
		SP:Iteration 74Q (27548.040000 sec): 3 clusters
  Score: Raw -2417990.234077 + Penalty 3219.412520 = -2414770.821557
  nChanged 3
		SP:Iteration 75Q (27548.290000 sec): 3 clusters
  Score: Raw -2417990.754191 + Penalty 3219.412520 = -2414771.341671
  nChanged 4
		SP:Iteration 76Q (27548.580000 sec): 3 clusters
  Score: Raw -2417991.441058 + Penalty 3219.412520 = -2414772.028538
  nChanged 7
		SP:Iteration 77Q (27548.940000 sec): 3 clusters
  Score: Raw -2417992.671707 + Penalty 3219.412520 = -2414773.259187
  nChanged 2
		SP:Iteration 78Q (27549.230000 sec): 3 clusters
  Score: Raw -2417992.980585 + Penalty 3219.412520 = -2414773.568065
  nChanged 1
		SP:Iteration 79Q (27549.490000 sec): 3 clusters
  Score: Raw -2417993.100651 + Penalty 3219.412520 = -2414773.688131
  nChanged 1
		SP:Iteration 80F (27549.810000 sec): 3 clusters
  Score: Raw -2417993.381670 + Penalty 3219.412520 = -2414773.969150
  nChanged 1
		SP:Iteration 81Q (27550.060000 sec): 3 clusters
  Score: Raw -2417993.584075 + Penalty 3219.412520 = -2414774.171555
  nChanged 1
		SP:Iteration 82Q (27550.350000 sec): 3 clusters
  Score: Raw -2417993.732432 + Penalty 3219.412520 = -2414774.319912
  nChanged 0
		SP:Iteration 83F (27550.620000 sec): 3 clusters
  Score: Raw -2417993.732432 + Penalty 3219.412520 = -2414774.319912
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 40 (9149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27550.780000 sec): 2 clusters
  Score: Raw -1025025.642329 + Penalty 1482.227478 = -1023543.414851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27551.030000 sec): 3 clusters
  Score: Raw -1019986.935315 + Penalty 2964.454955 = -1017022.480360
  nChanged 3867
		SP:Iteration 1F (27551.300000 sec): 3 clusters
  Score: Raw -1022211.384348 + Penalty 2964.454955 = -1019246.929393
  nChanged 708
		SP:Iteration 2F (27551.470000 sec): 3 clusters
  Score: Raw -1022643.573398 + Penalty 2964.454955 = -1019679.118442
  nChanged 615
		SP:Iteration 3F (27551.670000 sec): 3 clusters
  Score: Raw -1023021.801765 + Penalty 2964.454955 = -1020057.346810
  nChanged 521
		SP:Iteration 4F (27551.850000 sec): 3 clusters
  Score: Raw -1023372.758668 + Penalty 2964.454955 = -1020408.303713
  nChanged 497
		SP:Iteration 5F (27552.170000 sec): 3 clusters
  Score: Raw -1023781.223186 + Penalty 2964.454955 = -1020816.768231
  nChanged 521
		SP:Iteration 6F (27552.460000 sec): 3 clusters
  Score: Raw -1024221.324424 + Penalty 2964.454955 = -1021256.869469
  nChanged 476
		SP:Iteration 7F (27552.700000 sec): 3 clusters
  Score: Raw -1024575.981699 + Penalty 2964.454955 = -1021611.526744
  nChanged 373
		SP:Iteration 8Q (27552.940000 sec): 3 clusters
  Score: Raw -1024786.022541 + Penalty 2964.454955 = -1021821.567586
  nChanged 254
		SP:Iteration 9Q (27553.190000 sec): 3 clusters
  Score: Raw -1024901.251608 + Penalty 2964.454955 = -1021936.796652
  nChanged 209
		SP:Iteration 10Q (27553.460000 sec): 3 clusters
  Score: Raw -1024977.524454 + Penalty 2964.454955 = -1022013.069499
  nChanged 173
		SP:Iteration 11Q (27553.720000 sec): 3 clusters
  Score: Raw -1025039.387214 + Penalty 2964.454955 = -1022074.932258
  nChanged 131
		SP:Iteration 12Q (27553.970000 sec): 3 clusters
  Score: Raw -1025078.832545 + Penalty 2964.454955 = -1022114.377590
  nChanged 111
		SP:Iteration 13Q (27554.210000 sec): 3 clusters
  Score: Raw -1025119.234142 + Penalty 2964.454955 = -1022154.779187
  nChanged 114
		SP:Iteration 14Q (27554.470000 sec): 3 clusters
  Score: Raw -1025150.682083 + Penalty 2964.454955 = -1022186.227128
  nChanged 96
		SP:Iteration 15Q (27554.780000 sec): 3 clusters
  Score: Raw -1025173.360457 + Penalty 2964.454955 = -1022208.905502
  nChanged 83
		SP:Iteration 16Q (27554.990000 sec): 3 clusters
  Score: Raw -1025198.866074 + Penalty 2964.454955 = -1022234.411118
  nChanged 87
		SP:Iteration 17Q (27555.260000 sec): 3 clusters
  Score: Raw -1025223.136345 + Penalty 2964.454955 = -1022258.681390
  nChanged 87
		SP:Iteration 18Q (27555.560000 sec): 3 clusters
  Score: Raw -1025248.231117 + Penalty 2964.454955 = -1022283.776162
  nChanged 87
		SP:Iteration 19Q (27555.790000 sec): 3 clusters
  Score: Raw -1025272.756643 + Penalty 2964.454955 = -1022308.301687
  nChanged 73
		SP:Iteration 20F (27556.020000 sec): 3 clusters
  Score: Raw -1025293.541903 + Penalty 2964.454955 = -1022329.086947
  nChanged 72
		SP:Iteration 21Q (27556.220000 sec): 3 clusters
  Score: Raw -1025307.749058 + Penalty 2964.454955 = -1022343.294103
  nChanged 43
		SP:Iteration 22Q (27556.540000 sec): 3 clusters
  Score: Raw -1025316.652043 + Penalty 2964.454955 = -1022352.197088
  nChanged 51
		SP:Iteration 23Q (27556.770000 sec): 3 clusters
  Score: Raw -1025327.313940 + Penalty 2964.454955 = -1022362.858984
  nChanged 53
		SP:Iteration 24Q (27557.010000 sec): 3 clusters
  Score: Raw -1025337.792421 + Penalty 2964.454955 = -1022373.337465
  nChanged 45
		SP:Iteration 25Q (27557.240000 sec): 3 clusters
  Score: Raw -1025346.290835 + Penalty 2964.454955 = -1022381.835879
  nChanged 45
		SP:Iteration 26Q (27557.530000 sec): 3 clusters
  Score: Raw -1025354.374377 + Penalty 2964.454955 = -1022389.919422
  nChanged 35
		SP:Iteration 27Q (27557.780000 sec): 3 clusters
  Score: Raw -1025360.183248 + Penalty 2964.454955 = -1022395.728292
  nChanged 33
		SP:Iteration 28Q (27558.010000 sec): 3 clusters
  Score: Raw -1025366.252077 + Penalty 2964.454955 = -1022401.797121
  nChanged 33
		SP:Iteration 29Q (27558.250000 sec): 3 clusters
  Score: Raw -1025372.544513 + Penalty 2964.454955 = -1022408.089558
  nChanged 27
		SP:Iteration 30Q (27558.550000 sec): 3 clusters
  Score: Raw -1025379.112260 + Penalty 2964.454955 = -1022414.657305
  nChanged 34
		SP:Iteration 31Q (27558.750000 sec): 3 clusters
  Score: Raw -1025386.552203 + Penalty 2964.454955 = -1022422.097248
  nChanged 39
		SP:Iteration 32Q (27559.080000 sec): 3 clusters
  Score: Raw -1025395.323519 + Penalty 2964.454955 = -1022430.868564
  nChanged 40
		SP:Iteration 33Q (27559.330000 sec): 3 clusters
  Score: Raw -1025401.066374 + Penalty 2964.454955 = -1022436.611419
  nChanged 24
		SP:Iteration 34Q (27559.620000 sec): 3 clusters
  Score: Raw -1025404.001237 + Penalty 2964.454955 = -1022439.546282
  nChanged 19
		SP:Iteration 35Q (27559.810000 sec): 3 clusters
  Score: Raw -1025408.094739 + Penalty 2964.454955 = -1022443.639783
  nChanged 25
		SP:Iteration 36Q (27560.040000 sec): 3 clusters
  Score: Raw -1025413.703944 + Penalty 2964.454955 = -1022449.248988
  nChanged 33
		SP:Iteration 37Q (27560.220000 sec): 3 clusters
  Score: Raw -1025419.653390 + Penalty 2964.454955 = -1022455.198434
  nChanged 30
		SP:Iteration 38Q (27560.430000 sec): 3 clusters
  Score: Raw -1025425.429264 + Penalty 2964.454955 = -1022460.974309
  nChanged 27
		SP:Iteration 39Q (27560.630000 sec): 3 clusters
  Score: Raw -1025430.763593 + Penalty 2964.454955 = -1022466.308638
  nChanged 34
		SP:Iteration 40F (27560.860000 sec): 3 clusters
  Score: Raw -1025437.898475 + Penalty 2964.454955 = -1022473.443519
  nChanged 35
		SP:Iteration 41Q (27561.070000 sec): 3 clusters
  Score: Raw -1025444.998309 + Penalty 2964.454955 = -1022480.543353
  nChanged 35
		SP:Iteration 42Q (27561.300000 sec): 3 clusters
  Score: Raw -1025451.906185 + Penalty 2964.454955 = -1022487.451229
  nChanged 38
		SP:Iteration 43Q (27561.520000 sec): 3 clusters
  Score: Raw -1025460.727616 + Penalty 2964.454955 = -1022496.272660
  nChanged 38
		SP:Iteration 44Q (27561.750000 sec): 3 clusters
  Score: Raw -1025468.808377 + Penalty 2964.454955 = -1022504.353421
  nChanged 43
		SP:Iteration 45Q (27561.960000 sec): 3 clusters
  Score: Raw -1025477.772694 + Penalty 2964.454955 = -1022513.317738
  nChanged 42
		SP:Iteration 46Q (27562.220000 sec): 3 clusters
  Score: Raw -1025487.351611 + Penalty 2964.454955 = -1022522.896656
  nChanged 35
		SP:Iteration 47Q (27562.440000 sec): 3 clusters
  Score: Raw -1025496.219457 + Penalty 2964.454955 = -1022531.764501
  nChanged 49
		SP:Iteration 48Q (27562.630000 sec): 3 clusters
  Score: Raw -1025505.031832 + Penalty 2964.454955 = -1022540.576877
  nChanged 41
		SP:Iteration 49Q (27562.860000 sec): 3 clusters
  Score: Raw -1025512.080888 + Penalty 2964.454955 = -1022547.625933
  nChanged 29
		SP:Iteration 50Q (27563.110000 sec): 3 clusters
  Score: Raw -1025517.624069 + Penalty 2964.454955 = -1022553.169113
  nChanged 38
		SP:Iteration 51Q (27563.330000 sec): 3 clusters
  Score: Raw -1025525.709220 + Penalty 2964.454955 = -1022561.254264
  nChanged 36
		SP:Iteration 52Q (27563.570000 sec): 3 clusters
  Score: Raw -1025531.696021 + Penalty 2964.454955 = -1022567.241066
  nChanged 35
		SP:Iteration 53Q (27563.780000 sec): 3 clusters
  Score: Raw -1025539.004982 + Penalty 2964.454955 = -1022574.550027
  nChanged 44
		SP:Iteration 54Q (27564.060000 sec): 3 clusters
  Score: Raw -1025547.832179 + Penalty 2964.454955 = -1022583.377224
  nChanged 31
		SP:Iteration 55Q (27564.320000 sec): 3 clusters
  Score: Raw -1025554.538525 + Penalty 2964.454955 = -1022590.083570
  nChanged 30
		SP:Iteration 56Q (27564.510000 sec): 3 clusters
  Score: Raw -1025561.919523 + Penalty 2964.454955 = -1022597.464567
  nChanged 34
		SP:Iteration 57Q (27564.750000 sec): 3 clusters
  Score: Raw -1025569.088992 + Penalty 2964.454955 = -1022604.634037
  nChanged 36
		SP:Iteration 58Q (27564.970000 sec): 3 clusters
  Score: Raw -1025577.208207 + Penalty 2964.454955 = -1022612.753251
  nChanged 38
		SP:Iteration 59Q (27565.180000 sec): 3 clusters
  Score: Raw -1025584.276878 + Penalty 2964.454955 = -1022619.821922
  nChanged 31
		SP:Iteration 60F (27565.470000 sec): 3 clusters
  Score: Raw -1025590.642434 + Penalty 2964.454955 = -1022626.187479
  nChanged 34
		SP:Iteration 61Q (27565.770000 sec): 3 clusters
  Score: Raw -1025598.405461 + Penalty 2964.454955 = -1022633.950505
  nChanged 41
		SP:Iteration 62Q (27566.010000 sec): 3 clusters
  Score: Raw -1025607.982835 + Penalty 2964.454955 = -1022643.527880
  nChanged 41
		SP:Iteration 63Q (27566.300000 sec): 3 clusters
  Score: Raw -1025617.915116 + Penalty 2964.454955 = -1022653.460160
  nChanged 39
		SP:Iteration 64Q (27566.550000 sec): 3 clusters
  Score: Raw -1025629.436731 + Penalty 2964.454955 = -1022664.981776
  nChanged 44
		SP:Iteration 65Q (27566.910000 sec): 3 clusters
  Score: Raw -1025639.444987 + Penalty 2964.454955 = -1022674.990032
  nChanged 40
		SP:Iteration 66Q (27567.170000 sec): 3 clusters
  Score: Raw -1025648.638338 + Penalty 2964.454955 = -1022684.183382
  nChanged 38
		SP:Iteration 67Q (27567.430000 sec): 3 clusters
  Score: Raw -1025658.703644 + Penalty 2964.454955 = -1022694.248689
  nChanged 43
		SP:Iteration 68Q (27567.690000 sec): 3 clusters
  Score: Raw -1025671.185792 + Penalty 2964.454955 = -1022706.730837
  nChanged 41
		SP:Iteration 69Q (27567.970000 sec): 3 clusters
  Score: Raw -1025684.412932 + Penalty 2964.454955 = -1022719.957976
  nChanged 47
		SP:Iteration 70Q (27568.240000 sec): 3 clusters
  Score: Raw -1025696.167073 + Penalty 2964.454955 = -1022731.712117
  nChanged 43
		SP:Iteration 71Q (27568.500000 sec): 3 clusters
  Score: Raw -1025706.958195 + Penalty 2964.454955 = -1022742.503240
  nChanged 38
		SP:Iteration 72Q (27568.750000 sec): 3 clusters
  Score: Raw -1025714.917628 + Penalty 2964.454955 = -1022750.462673
  nChanged 44
		SP:Iteration 73Q (27569.030000 sec): 3 clusters
  Score: Raw -1025724.257114 + Penalty 2964.454955 = -1022759.802158
  nChanged 33
		SP:Iteration 74Q (27569.310000 sec): 3 clusters
  Score: Raw -1025731.131557 + Penalty 2964.454955 = -1022766.676602
  nChanged 41
		SP:Iteration 75Q (27569.540000 sec): 3 clusters
  Score: Raw -1025739.717410 + Penalty 2964.454955 = -1022775.262455
  nChanged 35
		SP:Iteration 76Q (27569.790000 sec): 3 clusters
  Score: Raw -1025748.022520 + Penalty 2964.454955 = -1022783.567564
  nChanged 36
		SP:Iteration 77Q (27570.070000 sec): 3 clusters
  Score: Raw -1025755.629526 + Penalty 2964.454955 = -1022791.174570
  nChanged 37
		SP:Iteration 78Q (27570.300000 sec): 3 clusters
  Score: Raw -1025765.711710 + Penalty 2964.454955 = -1022801.256755
  nChanged 38
		SP:Iteration 79Q (27570.530000 sec): 3 clusters
  Score: Raw -1025774.462818 + Penalty 2964.454955 = -1022810.007862
  nChanged 27
		SP:Iteration 80F (27570.730000 sec): 3 clusters
  Score: Raw -1025780.268723 + Penalty 2964.454955 = -1022815.813767
  nChanged 18
		SP:Iteration 81Q (27570.940000 sec): 3 clusters
  Score: Raw -1025784.071534 + Penalty 2964.454955 = -1022819.616578
  nChanged 19
		SP:Iteration 82Q (27571.160000 sec): 3 clusters
  Score: Raw -1025787.178211 + Penalty 2964.454955 = -1022822.723255
  nChanged 19
		SP:Iteration 83Q (27571.390000 sec): 3 clusters
  Score: Raw -1025790.265509 + Penalty 2964.454955 = -1022825.810554
  nChanged 13
		SP:Iteration 84Q (27571.590000 sec): 3 clusters
  Score: Raw -1025792.325648 + Penalty 2964.454955 = -1022827.870692
  nChanged 12
		SP:Iteration 85Q (27571.810000 sec): 3 clusters
  Score: Raw -1025794.654730 + Penalty 2964.454955 = -1022830.199774
  nChanged 12
		SP:Iteration 86Q (27572.010000 sec): 3 clusters
  Score: Raw -1025797.405366 + Penalty 2964.454955 = -1022832.950410
  nChanged 14
		SP:Iteration 87Q (27572.270000 sec): 3 clusters
  Score: Raw -1025800.093352 + Penalty 2964.454955 = -1022835.638397
  nChanged 8
		SP:Iteration 88Q (27572.470000 sec): 3 clusters
  Score: Raw -1025801.523360 + Penalty 2964.454955 = -1022837.068405
  nChanged 8
		SP:Iteration 89Q (27572.780000 sec): 3 clusters
  Score: Raw -1025802.694271 + Penalty 2964.454955 = -1022838.239316
  nChanged 9
		SP:Iteration 90Q (27573.030000 sec): 3 clusters
  Score: Raw -1025804.294052 + Penalty 2964.454955 = -1022839.839096
  nChanged 6
		SP:Iteration 91Q (27573.260000 sec): 3 clusters
  Score: Raw -1025805.080117 + Penalty 2964.454955 = -1022840.625162
  nChanged 5
		SP:Iteration 92Q (27573.510000 sec): 3 clusters
  Score: Raw -1025805.476241 + Penalty 2964.454955 = -1022841.021285
  nChanged 4
		SP:Iteration 93Q (27573.830000 sec): 3 clusters
  Score: Raw -1025805.745872 + Penalty 2964.454955 = -1022841.290917
  nChanged 0
		SP:Iteration 94F (27574.110000 sec): 3 clusters
  Score: Raw -1025805.745872 + Penalty 2964.454955 = -1022841.290917
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 41 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27574.230000 sec): 2 clusters
  Score: Raw -59332.096530 + Penalty 1014.361281 = -58317.735249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27574.450000 sec): 3 clusters
  Score: Raw -59338.591278 + Penalty 2028.722561 = -57309.868717
  nChanged 137
		SP:Iteration 1F (27574.650000 sec): 3 clusters
  Score: Raw -59735.385415 + Penalty 2028.722561 = -57706.662854
  nChanged 68
		SP:Iteration 2F (27574.890000 sec): 3 clusters
  Score: Raw -60002.220290 + Penalty 2028.722561 = -57973.497728
  nChanged 23
		SP:Iteration 3Q (27575.070000 sec): 3 clusters
  Score: Raw -60099.997761 + Penalty 2028.722561 = -58071.275200
  nChanged 15
		SP:Iteration 4Q (27575.240000 sec): 3 clusters
  Score: Raw -60154.788436 + Penalty 2028.722561 = -58126.065874
  nChanged 8
		SP:Iteration 5Q (27575.420000 sec): 3 clusters
  Score: Raw -60201.139402 + Penalty 2028.722561 = -58172.416841
  nChanged 8
		SP:Iteration 6Q (27575.620000 sec): 3 clusters
  Score: Raw -60224.377051 + Penalty 2028.722561 = -58195.654490
  nChanged 6
		SP:Iteration 7Q (27575.780000 sec): 3 clusters
  Score: Raw -60250.494519 + Penalty 2028.722561 = -58221.771958
  nChanged 3
		SP:Iteration 8Q (27575.980000 sec): 3 clusters
  Score: Raw -60258.567434 + Penalty 2028.722561 = -58229.844872
  nChanged 3
		SP:Iteration 9Q (27576.170000 sec): 3 clusters
  Score: Raw -60270.388008 + Penalty 2028.722561 = -58241.665447
  nChanged 2
		SP:Iteration 10Q (27576.340000 sec): 3 clusters
  Score: Raw -60276.258468 + Penalty 2028.722561 = -58247.535907
  nChanged 1
		SP:Iteration 11Q (27576.540000 sec): 3 clusters
  Score: Raw -60279.330334 + Penalty 2028.722561 = -58250.607773
  nChanged 0
		SP:Iteration 12F (27576.730000 sec): 3 clusters
  Score: Raw -60279.330334 + Penalty 2028.722561 = -58250.607773
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 42 (392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27576.810000 sec): 2 clusters
  Score: Raw -40321.304082 + Penalty 970.330049 = -39350.974033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27577.050000 sec): 3 clusters
  Score: Raw -40329.031181 + Penalty 1940.660098 = -38388.371083
  nChanged 87
		SP:Iteration 1F (27577.250000 sec): 3 clusters
  Score: Raw -40451.019854 + Penalty 1940.660098 = -38510.359756
  nChanged 26
		SP:Iteration 2F (27577.460000 sec): 3 clusters
  Score: Raw -40533.259272 + Penalty 1940.660098 = -38592.599174
  nChanged 17
		SP:Iteration 3Q (27577.630000 sec): 3 clusters
  Score: Raw -40576.341793 + Penalty 1940.660098 = -38635.681695
  nChanged 11
		SP:Iteration 4Q (27577.850000 sec): 3 clusters
  Score: Raw -40601.832481 + Penalty 1940.660098 = -38661.172383
  nChanged 7
		SP:Iteration 5Q (27578.050000 sec): 3 clusters
  Score: Raw -40624.670502 + Penalty 1940.660098 = -38684.010404
  nChanged 8
		SP:Iteration 6Q (27578.210000 sec): 3 clusters
  Score: Raw -40649.045492 + Penalty 1940.660098 = -38708.385394
  nChanged 6
		SP:Iteration 7Q (27578.440000 sec): 3 clusters
  Score: Raw -40663.931096 + Penalty 1940.660098 = -38723.270998
  nChanged 4
		SP:Iteration 8Q (27578.610000 sec): 3 clusters
  Score: Raw -40683.399410 + Penalty 1940.660098 = -38742.739312
  nChanged 8
		SP:Iteration 9Q (27578.820000 sec): 3 clusters
  Score: Raw -40706.443048 + Penalty 1940.660098 = -38765.782950
  nChanged 4
		SP:Iteration 10Q (27578.980000 sec): 3 clusters
  Score: Raw -40721.542893 + Penalty 1940.660098 = -38780.882795
  nChanged 3
		SP:Iteration 11Q (27579.200000 sec): 3 clusters
  Score: Raw -40730.237661 + Penalty 1940.660098 = -38789.577563
  nChanged 0
		SP:Iteration 12F (27579.380000 sec): 3 clusters
  Score: Raw -40730.237661 + Penalty 1940.660098 = -38789.577563
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 43 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27579.540000 sec): 2 clusters
  Score: Raw -11435.354152 + Penalty 824.715745 = -10610.638407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27579.670000 sec): 3 clusters
  Score: Raw -11640.750004 + Penalty 1649.431490 = -9991.318514
  nChanged 23
		SP:Iteration 1F (27579.860000 sec): 3 clusters
  Score: Raw -11773.443738 + Penalty 1649.431490 = -10124.012248
  nChanged 10
		SP:Iteration 2F (27580.040000 sec): 3 clusters
  Score: Raw -11813.346632 + Penalty 1649.431490 = -10163.915142
  nChanged 6
		SP:Iteration 3Q (27580.240000 sec): 3 clusters
  Score: Raw -11838.519537 + Penalty 1649.431490 = -10189.088047
  nChanged 1
		SP:Iteration 4Q (27580.350000 sec): 3 clusters
  Score: Raw -11840.925892 + Penalty 1649.431490 = -10191.494402
  nChanged 0
		SP:Iteration 5F (27580.530000 sec): 3 clusters
  Score: Raw -11840.925892 + Penalty 1649.431490 = -10191.494402
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 44 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27580.600000 sec): 2 clusters
  Score: Raw -54623.833206 + Penalty 1002.561744 = -53621.271462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27580.840000 sec): 3 clusters
  Score: Raw -54553.044255 + Penalty 2005.123488 = -52547.920767
  nChanged 96
		SP:Iteration 1F (27581.040000 sec): 3 clusters
  Score: Raw -54684.883898 + Penalty 2005.123488 = -52679.760410
  nChanged 27
		SP:Iteration 2F (27581.210000 sec): 3 clusters
  Score: Raw -54728.276525 + Penalty 2005.123488 = -52723.153037
  nChanged 15
		SP:Iteration 3Q (27581.410000 sec): 3 clusters
  Score: Raw -54757.300582 + Penalty 2005.123488 = -52752.177094
  nChanged 10
		SP:Iteration 4Q (27581.600000 sec): 3 clusters
  Score: Raw -54771.961529 + Penalty 2005.123488 = -52766.838041
  nChanged 3
		SP:Iteration 5Q (27581.790000 sec): 3 clusters
  Score: Raw -54777.275289 + Penalty 2005.123488 = -52772.151801
  nChanged 4
		SP:Iteration 6Q (27581.980000 sec): 3 clusters
  Score: Raw -54781.444977 + Penalty 2005.123488 = -52776.321489
  nChanged 1
		SP:Iteration 7Q (27582.180000 sec): 3 clusters
  Score: Raw -54781.972246 + Penalty 2005.123488 = -52776.848758
  nChanged 0
		SP:Iteration 8F (27582.360000 sec): 3 clusters
  Score: Raw -54781.972246 + Penalty 2005.123488 = -52776.848758
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 45 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27582.460000 sec): 2 clusters
  Score: Raw -19899.233317 + Penalty 860.976572 = -19038.256745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27582.620000 sec): 3 clusters
  Score: Raw -19960.605362 + Penalty 1721.953144 = -18238.652218
  nChanged 24
		SP:Iteration 1F (27582.830000 sec): 3 clusters
  Score: Raw -20044.078899 + Penalty 1721.953144 = -18322.125755
  nChanged 12
		SP:Iteration 2F (27583.060000 sec): 3 clusters
  Score: Raw -20079.873549 + Penalty 1721.953144 = -18357.920405
  nChanged 3
		SP:Iteration 3Q (27583.240000 sec): 3 clusters
  Score: Raw -20087.334175 + Penalty 1721.953144 = -18365.381031
  nChanged 0
		SP:Iteration 4F (27583.470000 sec): 3 clusters
  Score: Raw -20087.334175 + Penalty 1721.953144 = -18365.381031
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 46 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27583.630000 sec): 2 clusters
  Score: Raw -13500.312183 + Penalty 794.681733 = -12705.630450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27583.860000 sec): 3 clusters
  Score: Raw -13732.750815 + Penalty 1589.363467 = -12143.387348
  nChanged 13
		SP:Iteration 1F (27584.040000 sec): 3 clusters
  Score: Raw -13771.730965 + Penalty 1589.363467 = -12182.367498
  nChanged 4
		SP:Iteration 2Q (27584.330000 sec): 3 clusters
  Score: Raw -13793.295758 + Penalty 1589.363467 = -12203.932291
  nChanged 3
		SP:Iteration 3Q (27584.520000 sec): 3 clusters
  Score: Raw -13807.639442 + Penalty 1589.363467 = -12218.275976
  nChanged 1
		SP:Iteration 4Q (27584.740000 sec): 3 clusters
  Score: Raw -13813.434024 + Penalty 1589.363467 = -12224.070557
  nChanged 0
		SP:Iteration 5F (27584.910000 sec): 3 clusters
  Score: Raw -13813.434024 + Penalty 1589.363467 = -12224.070557
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 47 (7000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27585.070000 sec): 2 clusters
  Score: Raw -771718.494468 + Penalty 1438.720632 = -770279.773836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27585.330000 sec): 3 clusters
  Score: Raw -767854.778544 + Penalty 2877.441264 = -764977.337280
  nChanged 2990
		SP:Iteration 1F (27585.520000 sec): 3 clusters
  Score: Raw -769522.946432 + Penalty 2877.441264 = -766645.505167
  nChanged 542
		SP:Iteration 2F (27585.720000 sec): 3 clusters
  Score: Raw -769866.510851 + Penalty 2877.441264 = -766989.069587
  nChanged 490
		SP:Iteration 3F (27585.940000 sec): 3 clusters
  Score: Raw -770216.914027 + Penalty 2877.441264 = -767339.472763
  nChanged 465
		SP:Iteration 4F (27586.210000 sec): 3 clusters
  Score: Raw -770563.352865 + Penalty 2877.441264 = -767685.911600
  nChanged 454
		SP:Iteration 5F (27586.430000 sec): 3 clusters
  Score: Raw -770913.173123 + Penalty 2877.441264 = -768035.731859
  nChanged 383
		SP:Iteration 6F (27586.700000 sec): 3 clusters
  Score: Raw -771176.628517 + Penalty 2877.441264 = -768299.187253
  nChanged 278
		SP:Iteration 7Q (27586.930000 sec): 3 clusters
  Score: Raw -771373.536926 + Penalty 2877.441264 = -768496.095662
  nChanged 251
		SP:Iteration 8Q (27587.140000 sec): 3 clusters
  Score: Raw -771535.033178 + Penalty 2877.441264 = -768657.591914
  nChanged 184
		SP:Iteration 9Q (27587.340000 sec): 3 clusters
  Score: Raw -771643.087632 + Penalty 2877.441264 = -768765.646368
  nChanged 134
		SP:Iteration 10Q (27587.570000 sec): 3 clusters
  Score: Raw -771724.376889 + Penalty 2877.441264 = -768846.935625
  nChanged 96
		SP:Iteration 11Q (27587.780000 sec): 3 clusters
  Score: Raw -771771.999825 + Penalty 2877.441264 = -768894.558561
  nChanged 73
		SP:Iteration 12Q (27588.010000 sec): 3 clusters
  Score: Raw -771812.506354 + Penalty 2877.441264 = -768935.065090
  nChanged 71
		SP:Iteration 13Q (27588.250000 sec): 3 clusters
  Score: Raw -771855.214825 + Penalty 2877.441264 = -768977.773561
  nChanged 54
		SP:Iteration 14Q (27588.500000 sec): 3 clusters
  Score: Raw -771894.283407 + Penalty 2877.441264 = -769016.842143
  nChanged 47
		SP:Iteration 15Q (27588.750000 sec): 3 clusters
  Score: Raw -771936.722994 + Penalty 2877.441264 = -769059.281730
  nChanged 47
		SP:Iteration 16Q (27589.010000 sec): 3 clusters
  Score: Raw -771980.781793 + Penalty 2877.441264 = -769103.340529
  nChanged 45
		SP:Iteration 17Q (27589.220000 sec): 3 clusters
  Score: Raw -772013.946743 + Penalty 2877.441264 = -769136.505479
  nChanged 37
		SP:Iteration 18Q (27589.510000 sec): 3 clusters
  Score: Raw -772034.729826 + Penalty 2877.441264 = -769157.288562
  nChanged 19
		SP:Iteration 19Q (27589.710000 sec): 3 clusters
  Score: Raw -772048.387297 + Penalty 2877.441264 = -769170.946033
  nChanged 13
		SP:Iteration 20F (27589.960000 sec): 3 clusters
  Score: Raw -772052.588847 + Penalty 2877.441264 = -769175.147583
  nChanged 7
		SP:Iteration 21Q (27590.150000 sec): 3 clusters
  Score: Raw -772055.317606 + Penalty 2877.441264 = -769177.876342
  nChanged 4
		SP:Iteration 22Q (27590.380000 sec): 3 clusters
  Score: Raw -772056.809112 + Penalty 2877.441264 = -769179.367848
  nChanged 4
		SP:Iteration 23Q (27590.640000 sec): 3 clusters
  Score: Raw -772058.127646 + Penalty 2877.441264 = -769180.686382
  nChanged 3
		SP:Iteration 24Q (27590.820000 sec): 3 clusters
  Score: Raw -772059.484424 + Penalty 2877.441264 = -769182.043160
  nChanged 3
		SP:Iteration 25Q (27591.100000 sec): 3 clusters
  Score: Raw -772060.430071 + Penalty 2877.441264 = -769182.988807
  nChanged 2
		SP:Iteration 26Q (27591.330000 sec): 3 clusters
  Score: Raw -772061.252438 + Penalty 2877.441264 = -769183.811173
  nChanged 3
		SP:Iteration 27Q (27591.530000 sec): 3 clusters
  Score: Raw -772062.152365 + Penalty 2877.441264 = -769184.711101
  nChanged 3
		SP:Iteration 28Q (27591.750000 sec): 3 clusters
  Score: Raw -772063.093585 + Penalty 2877.441264 = -769185.652321
  nChanged 2
		SP:Iteration 29Q (27591.960000 sec): 3 clusters
  Score: Raw -772064.094767 + Penalty 2877.441264 = -769186.653503
  nChanged 3
		SP:Iteration 30Q (27592.140000 sec): 3 clusters
  Score: Raw -772065.027502 + Penalty 2877.441264 = -769187.586238
  nChanged 2
		SP:Iteration 31Q (27592.380000 sec): 3 clusters
  Score: Raw -772066.232007 + Penalty 2877.441264 = -769188.790743
  nChanged 4
		SP:Iteration 32Q (27592.600000 sec): 3 clusters
  Score: Raw -772068.452217 + Penalty 2877.441264 = -769191.010953
  nChanged 3
		SP:Iteration 33Q (27592.800000 sec): 3 clusters
  Score: Raw -772069.579054 + Penalty 2877.441264 = -769192.137790
  nChanged 3
		SP:Iteration 34Q (27593.020000 sec): 3 clusters
  Score: Raw -772070.821449 + Penalty 2877.441264 = -769193.380184
  nChanged 5
		SP:Iteration 35Q (27593.260000 sec): 3 clusters
  Score: Raw -772072.247179 + Penalty 2877.441264 = -769194.805915
  nChanged 6
		SP:Iteration 36Q (27593.460000 sec): 3 clusters
  Score: Raw -772074.752074 + Penalty 2877.441264 = -769197.310810
  nChanged 3
		SP:Iteration 37Q (27593.690000 sec): 3 clusters
  Score: Raw -772075.900986 + Penalty 2877.441264 = -769198.459722
  nChanged 4
		SP:Iteration 38Q (27593.890000 sec): 3 clusters
  Score: Raw -772077.713754 + Penalty 2877.441264 = -769200.272490
  nChanged 9
		SP:Iteration 39Q (27594.120000 sec): 3 clusters
  Score: Raw -772081.437751 + Penalty 2877.441264 = -769203.996487
  nChanged 4
		SP:Iteration 40F (27594.360000 sec): 3 clusters
  Score: Raw -772083.089051 + Penalty 2877.441264 = -769205.647787
  nChanged 4
		SP:Iteration 41Q (27594.610000 sec): 3 clusters
  Score: Raw -772084.119694 + Penalty 2877.441264 = -769206.678430
  nChanged 2
		SP:Iteration 42Q (27594.860000 sec): 3 clusters
  Score: Raw -772084.755514 + Penalty 2877.441264 = -769207.314250
  nChanged 1
		SP:Iteration 43Q (27595.100000 sec): 3 clusters
  Score: Raw -772085.309015 + Penalty 2877.441264 = -769207.867751
  nChanged 0
		SP:Iteration 44F (27595.300000 sec): 3 clusters
  Score: Raw -772085.309015 + Penalty 2877.441264 = -769207.867751
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 48 (105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27595.430000 sec): 2 clusters
  Score: Raw -10930.676901 + Penalty 756.268557 = -10174.408344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27595.610000 sec): 3 clusters
  Score: Raw -11130.765534 + Penalty 1512.537114 = -9618.228420
  nChanged 8
		SP:Iteration 1F (27595.830000 sec): 3 clusters
  Score: Raw -11172.000378 + Penalty 1512.537114 = -9659.463264
  nChanged 2
		SP:Iteration 2Q (27595.970000 sec): 3 clusters
  Score: Raw -11185.589854 + Penalty 1512.537114 = -9673.052740
  nChanged 0
		SP:Iteration 3F (27596.160000 sec): 3 clusters
  Score: Raw -11185.589854 + Penalty 1512.537114 = -9673.052740
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 49 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27596.240000 sec): 2 clusters
  Score: Raw -29106.600621 + Penalty 917.958314 = -28188.642307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27596.420000 sec): 3 clusters
  Score: Raw -29148.323190 + Penalty 1835.916627 = -27312.406563
  nChanged 48
		SP:Iteration 1F (27596.550000 sec): 3 clusters
  Score: Raw -29235.476863 + Penalty 1835.916627 = -27399.560236
  nChanged 14
		SP:Iteration 2Q (27596.740000 sec): 3 clusters
  Score: Raw -29269.995372 + Penalty 1835.916627 = -27434.078744
  nChanged 6
		SP:Iteration 3Q (27596.890000 sec): 3 clusters
  Score: Raw -29284.537149 + Penalty 1835.916627 = -27448.620522
  nChanged 3
		SP:Iteration 4Q (27597.040000 sec): 3 clusters
  Score: Raw -29288.040460 + Penalty 1835.916627 = -27452.123832
  nChanged 0
		SP:Iteration 5F (27597.180000 sec): 3 clusters
  Score: Raw -29288.040460 + Penalty 1835.916627 = -27452.123832
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 50 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27597.280000 sec): 2 clusters
  Score: Raw -11251.753571 + Penalty 780.653420 = -10471.100152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27597.430000 sec): 3 clusters
  Score: Raw -11490.319401 + Penalty 1561.306840 = -9929.012562
  nChanged 9
		SP:Iteration 1F (27597.630000 sec): 3 clusters
  Score: Raw -11543.107048 + Penalty 1561.306840 = -9981.800209
  nChanged 1
		SP:Iteration 2Q (27597.810000 sec): 3 clusters
  Score: Raw -11547.640956 + Penalty 1561.306840 = -9986.334116
  nChanged 1
		SP:Iteration 3Q (27598.010000 sec): 3 clusters
  Score: Raw -11550.593007 + Penalty 1561.306840 = -9989.286167
  nChanged 0
		SP:Iteration 4F (27598.150000 sec): 3 clusters
  Score: Raw -11550.593007 + Penalty 1561.306840 = -9989.286167
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 51 (16959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27598.350000 sec): 2 clusters
  Score: Raw -2099203.230633 + Penalty 1582.515016 = -2097620.715617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27598.650000 sec): 3 clusters
  Score: Raw -2089022.204081 + Penalty 3165.030032 = -2085857.174049
  nChanged 7611
		SP:Iteration 1F (27598.930000 sec): 3 clusters
  Score: Raw -2093266.534421 + Penalty 3165.030032 = -2090101.504389
  nChanged 914
		SP:Iteration 2F (27599.190000 sec): 3 clusters
  Score: Raw -2093703.991952 + Penalty 3165.030032 = -2090538.961920
  nChanged 912
		SP:Iteration 3F (27599.480000 sec): 3 clusters
  Score: Raw -2094172.345779 + Penalty 3165.030032 = -2091007.315747
  nChanged 858
		SP:Iteration 4F (27599.730000 sec): 3 clusters
  Score: Raw -2094713.711464 + Penalty 3165.030032 = -2091548.681432
  nChanged 910
		SP:Iteration 5F (27600.030000 sec): 3 clusters
  Score: Raw -2095350.448267 + Penalty 3165.030032 = -2092185.418235
  nChanged 945
		SP:Iteration 6F (27600.250000 sec): 3 clusters
  Score: Raw -2095929.505799 + Penalty 3165.030032 = -2092764.475767
  nChanged 902
		SP:Iteration 7F (27600.500000 sec): 3 clusters
  Score: Raw -2096431.842925 + Penalty 3165.030032 = -2093266.812893
  nChanged 787
		SP:Iteration 8Q (27600.770000 sec): 3 clusters
  Score: Raw -2096817.904017 + Penalty 3165.030032 = -2093652.873984
  nChanged 642
		SP:Iteration 9Q (27601.080000 sec): 3 clusters
  Score: Raw -2097124.348898 + Penalty 3165.030032 = -2093959.318866
  nChanged 498
		SP:Iteration 10Q (27601.340000 sec): 3 clusters
  Score: Raw -2097344.686943 + Penalty 3165.030032 = -2094179.656911
  nChanged 397
		SP:Iteration 11Q (27601.590000 sec): 3 clusters
  Score: Raw -2097487.235039 + Penalty 3165.030032 = -2094322.205007
  nChanged 311
		SP:Iteration 12Q (27601.920000 sec): 3 clusters
  Score: Raw -2097587.229780 + Penalty 3165.030032 = -2094422.199748
  nChanged 256
		SP:Iteration 13Q (27602.190000 sec): 3 clusters
  Score: Raw -2097660.041603 + Penalty 3165.030032 = -2094495.011570
  nChanged 226
		SP:Iteration 14Q (27602.440000 sec): 3 clusters
  Score: Raw -2097725.812705 + Penalty 3165.030032 = -2094560.782673
  nChanged 222
		SP:Iteration 15Q (27602.680000 sec): 3 clusters
  Score: Raw -2097788.094023 + Penalty 3165.030032 = -2094623.063990
  nChanged 222
		SP:Iteration 16Q (27603.010000 sec): 3 clusters
  Score: Raw -2097846.012572 + Penalty 3165.030032 = -2094680.982540
  nChanged 201
		SP:Iteration 17Q (27603.260000 sec): 3 clusters
  Score: Raw -2097902.918449 + Penalty 3165.030032 = -2094737.888417
  nChanged 220
		SP:Iteration 18Q (27603.540000 sec): 3 clusters
  Score: Raw -2097976.113361 + Penalty 3165.030032 = -2094811.083329
  nChanged 243
		SP:Iteration 19Q (27603.840000 sec): 3 clusters
  Score: Raw -2098064.959613 + Penalty 3165.030032 = -2094899.929581
  nChanged 264
		SP:Iteration 20F (27604.110000 sec): 3 clusters
  Score: Raw -2098164.282332 + Penalty 3165.030032 = -2094999.252300
  nChanged 257
		SP:Iteration 21Q (27604.420000 sec): 3 clusters
  Score: Raw -2098263.378247 + Penalty 3165.030032 = -2095098.348214
  nChanged 257
		SP:Iteration 22Q (27604.680000 sec): 3 clusters
  Score: Raw -2098364.888370 + Penalty 3165.030032 = -2095199.858337
  nChanged 241
		SP:Iteration 23Q (27604.930000 sec): 3 clusters
  Score: Raw -2098458.093192 + Penalty 3165.030032 = -2095293.063159
  nChanged 244
		SP:Iteration 24Q (27605.250000 sec): 3 clusters
  Score: Raw -2098554.893291 + Penalty 3165.030032 = -2095389.863259
  nChanged 250
		SP:Iteration 25Q (27605.520000 sec): 3 clusters
  Score: Raw -2098661.140624 + Penalty 3165.030032 = -2095496.110592
  nChanged 257
		SP:Iteration 26Q (27605.840000 sec): 3 clusters
  Score: Raw -2098780.018622 + Penalty 3165.030032 = -2095614.988590
  nChanged 284
		SP:Iteration 27Q (27606.110000 sec): 3 clusters
  Score: Raw -2098923.629222 + Penalty 3165.030032 = -2095758.599190
  nChanged 294
		SP:Iteration 28Q (27606.430000 sec): 3 clusters
  Score: Raw -2099110.754500 + Penalty 3165.030032 = -2095945.724467
  nChanged 321
		SP:Iteration 29Q (27606.680000 sec): 3 clusters
  Score: Raw -2099343.117564 + Penalty 3165.030032 = -2096178.087532
  nChanged 296
		SP:Iteration 30Q (27606.970000 sec): 3 clusters
  Score: Raw -2099534.413430 + Penalty 3165.030032 = -2096369.383398
  nChanged 261
		SP:Iteration 31Q (27607.280000 sec): 3 clusters
  Score: Raw -2099725.329648 + Penalty 3165.030032 = -2096560.299615
  nChanged 245
		SP:Iteration 32Q (27607.570000 sec): 3 clusters
  Score: Raw -2099906.977273 + Penalty 3165.030032 = -2096741.947241
  nChanged 207
		SP:Iteration 33Q (27607.790000 sec): 3 clusters
  Score: Raw -2100041.872244 + Penalty 3165.030032 = -2096876.842212
  nChanged 169
		SP:Iteration 34Q (27608.080000 sec): 3 clusters
  Score: Raw -2100139.687289 + Penalty 3165.030032 = -2096974.657256
  nChanged 138
		SP:Iteration 35Q (27608.330000 sec): 3 clusters
  Score: Raw -2100207.348037 + Penalty 3165.030032 = -2097042.318005
  nChanged 111
		SP:Iteration 36Q (27608.600000 sec): 3 clusters
  Score: Raw -2100248.250120 + Penalty 3165.030032 = -2097083.220088
  nChanged 77
		SP:Iteration 37Q (27608.800000 sec): 3 clusters
  Score: Raw -2100270.684577 + Penalty 3165.030032 = -2097105.654544
  nChanged 57
		SP:Iteration 38Q (27609.060000 sec): 3 clusters
  Score: Raw -2100284.326212 + Penalty 3165.030032 = -2097119.296180
  nChanged 48
		SP:Iteration 39Q (27609.340000 sec): 3 clusters
  Score: Raw -2100299.972077 + Penalty 3165.030032 = -2097134.942044
  nChanged 35
		SP:Iteration 40F (27609.560000 sec): 3 clusters
  Score: Raw -2100312.918317 + Penalty 3165.030032 = -2097147.888285
  nChanged 34
		SP:Iteration 41Q (27609.840000 sec): 3 clusters
  Score: Raw -2100320.277923 + Penalty 3165.030032 = -2097155.247891
  nChanged 31
		SP:Iteration 42Q (27610.090000 sec): 3 clusters
  Score: Raw -2100325.619857 + Penalty 3165.030032 = -2097160.589825
  nChanged 23
		SP:Iteration 43Q (27610.340000 sec): 3 clusters
  Score: Raw -2100330.090092 + Penalty 3165.030032 = -2097165.060060
  nChanged 17
		SP:Iteration 44Q (27610.590000 sec): 3 clusters
  Score: Raw -2100332.191373 + Penalty 3165.030032 = -2097167.161340
  nChanged 7
		SP:Iteration 45Q (27610.860000 sec): 3 clusters
  Score: Raw -2100333.069931 + Penalty 3165.030032 = -2097168.039899
  nChanged 9
		SP:Iteration 46Q (27611.170000 sec): 3 clusters
  Score: Raw -2100334.281522 + Penalty 3165.030032 = -2097169.251490
  nChanged 8
		SP:Iteration 47Q (27611.440000 sec): 3 clusters
  Score: Raw -2100335.167156 + Penalty 3165.030032 = -2097170.137124
  nChanged 5
		SP:Iteration 48Q (27611.680000 sec): 3 clusters
  Score: Raw -2100335.878865 + Penalty 3165.030032 = -2097170.848832
  nChanged 3
		SP:Iteration 49Q (27611.950000 sec): 3 clusters
  Score: Raw -2100336.335331 + Penalty 3165.030032 = -2097171.305299
  nChanged 1
		SP:Iteration 50Q (27612.300000 sec): 3 clusters
  Score: Raw -2100336.381714 + Penalty 3165.030032 = -2097171.351682
  nChanged 0
		SP:Iteration 51F (27612.530000 sec): 3 clusters
  Score: Raw -2100336.381714 + Penalty 3165.030032 = -2097171.351682
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 52 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27612.660000 sec): 2 clusters
  Score: Raw -46807.779774 + Penalty 975.229918 = -45832.549856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27612.840000 sec): 3 clusters
  Score: Raw -46764.159026 + Penalty 1950.459835 = -44813.699191
  nChanged 83
		SP:Iteration 1F (27613.000000 sec): 3 clusters
  Score: Raw -46890.726454 + Penalty 1950.459835 = -44940.266618
  nChanged 16
		SP:Iteration 2Q (27613.210000 sec): 3 clusters
  Score: Raw -46924.422595 + Penalty 1950.459835 = -44973.962760
  nChanged 5
		SP:Iteration 3Q (27613.360000 sec): 3 clusters
  Score: Raw -46932.436296 + Penalty 1950.459835 = -44981.976461
  nChanged 2
		SP:Iteration 4Q (27613.510000 sec): 3 clusters
  Score: Raw -46937.380419 + Penalty 1950.459835 = -44986.920584
  nChanged 2
		SP:Iteration 5Q (27613.720000 sec): 3 clusters
  Score: Raw -46941.591873 + Penalty 1950.459835 = -44991.132038
  nChanged 0
		SP:Iteration 6F (27613.870000 sec): 3 clusters
  Score: Raw -46941.591873 + Penalty 1950.459835 = -44991.132038
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 53 (4606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27613.980000 sec): 2 clusters
  Score: Raw -539670.147880 + Penalty 1370.706201 = -538299.441680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27614.200000 sec): 3 clusters
  Score: Raw -537296.339539 + Penalty 2741.412401 = -534554.927138
  nChanged 1825
		SP:Iteration 1F (27614.460000 sec): 3 clusters
  Score: Raw -538330.450076 + Penalty 2741.412401 = -535589.037675
  nChanged 366
		SP:Iteration 2F (27614.670000 sec): 3 clusters
  Score: Raw -538568.586684 + Penalty 2741.412401 = -535827.174282
  nChanged 305
		SP:Iteration 3F (27614.940000 sec): 3 clusters
  Score: Raw -538751.006544 + Penalty 2741.412401 = -536009.594143
  nChanged 226
		SP:Iteration 4Q (27615.180000 sec): 3 clusters
  Score: Raw -538881.125500 + Penalty 2741.412401 = -536139.713099
  nChanged 199
		SP:Iteration 5Q (27615.370000 sec): 3 clusters
  Score: Raw -538975.509940 + Penalty 2741.412401 = -536234.097539
  nChanged 148
		SP:Iteration 6Q (27615.580000 sec): 3 clusters
  Score: Raw -539043.719582 + Penalty 2741.412401 = -536302.307181
  nChanged 136
		SP:Iteration 7Q (27615.790000 sec): 3 clusters
  Score: Raw -539117.284024 + Penalty 2741.412401 = -536375.871623
  nChanged 114
		SP:Iteration 8Q (27615.970000 sec): 3 clusters
  Score: Raw -539173.693637 + Penalty 2741.412401 = -536432.281236
  nChanged 105
		SP:Iteration 9Q (27616.220000 sec): 3 clusters
  Score: Raw -539233.533793 + Penalty 2741.412401 = -536492.121392
  nChanged 110
		SP:Iteration 10Q (27616.480000 sec): 3 clusters
  Score: Raw -539292.587796 + Penalty 2741.412401 = -536551.175395
  nChanged 104
		SP:Iteration 11Q (27616.670000 sec): 3 clusters
  Score: Raw -539340.063066 + Penalty 2741.412401 = -536598.650665
  nChanged 79
		SP:Iteration 12Q (27616.870000 sec): 3 clusters
  Score: Raw -539376.384758 + Penalty 2741.412401 = -536634.972356
  nChanged 62
		SP:Iteration 13Q (27617.070000 sec): 3 clusters
  Score: Raw -539413.882679 + Penalty 2741.412401 = -536672.470277
  nChanged 62
		SP:Iteration 14Q (27617.290000 sec): 3 clusters
  Score: Raw -539445.179281 + Penalty 2741.412401 = -536703.766879
  nChanged 58
		SP:Iteration 15Q (27617.480000 sec): 3 clusters
  Score: Raw -539472.577812 + Penalty 2741.412401 = -536731.165411
  nChanged 44
		SP:Iteration 16Q (27617.690000 sec): 3 clusters
  Score: Raw -539497.853032 + Penalty 2741.412401 = -536756.440631
  nChanged 38
		SP:Iteration 17Q (27617.890000 sec): 3 clusters
  Score: Raw -539512.321876 + Penalty 2741.412401 = -536770.909475
  nChanged 30
		SP:Iteration 18Q (27618.050000 sec): 3 clusters
  Score: Raw -539526.641135 + Penalty 2741.412401 = -536785.228733
  nChanged 32
		SP:Iteration 19Q (27618.250000 sec): 3 clusters
  Score: Raw -539543.649955 + Penalty 2741.412401 = -536802.237554
  nChanged 35
		SP:Iteration 20F (27618.440000 sec): 3 clusters
  Score: Raw -539561.009100 + Penalty 2741.412401 = -536819.596699
  nChanged 38
		SP:Iteration 21Q (27618.630000 sec): 3 clusters
  Score: Raw -539581.019599 + Penalty 2741.412401 = -536839.607198
  nChanged 29
		SP:Iteration 22Q (27618.810000 sec): 3 clusters
  Score: Raw -539596.242678 + Penalty 2741.412401 = -536854.830277
  nChanged 28
		SP:Iteration 23Q (27618.980000 sec): 3 clusters
  Score: Raw -539610.162849 + Penalty 2741.412401 = -536868.750448
  nChanged 28
		SP:Iteration 24Q (27619.210000 sec): 3 clusters
  Score: Raw -539624.330345 + Penalty 2741.412401 = -536882.917944
  nChanged 31
		SP:Iteration 25Q (27619.390000 sec): 3 clusters
  Score: Raw -539647.281110 + Penalty 2741.412401 = -536905.868709
  nChanged 41
		SP:Iteration 26Q (27619.560000 sec): 3 clusters
  Score: Raw -539673.524427 + Penalty 2741.412401 = -536932.112026
  nChanged 37
		SP:Iteration 27Q (27619.760000 sec): 3 clusters
  Score: Raw -539699.423150 + Penalty 2741.412401 = -536958.010749
  nChanged 37
		SP:Iteration 28Q (27619.980000 sec): 3 clusters
  Score: Raw -539724.099160 + Penalty 2741.412401 = -536982.686758
  nChanged 35
		SP:Iteration 29Q (27620.180000 sec): 3 clusters
  Score: Raw -539744.291207 + Penalty 2741.412401 = -537002.878806
  nChanged 27
		SP:Iteration 30Q (27620.400000 sec): 3 clusters
  Score: Raw -539761.628305 + Penalty 2741.412401 = -537020.215904
  nChanged 21
		SP:Iteration 31Q (27620.610000 sec): 3 clusters
  Score: Raw -539773.212277 + Penalty 2741.412401 = -537031.799875
  nChanged 14
		SP:Iteration 32Q (27620.820000 sec): 3 clusters
  Score: Raw -539782.009639 + Penalty 2741.412401 = -537040.597238
  nChanged 18
		SP:Iteration 33Q (27621.030000 sec): 3 clusters
  Score: Raw -539789.362822 + Penalty 2741.412401 = -537047.950421
  nChanged 16
		SP:Iteration 34Q (27621.250000 sec): 3 clusters
  Score: Raw -539795.011562 + Penalty 2741.412401 = -537053.599161
  nChanged 9
		SP:Iteration 35Q (27621.480000 sec): 3 clusters
  Score: Raw -539797.769330 + Penalty 2741.412401 = -537056.356928
  nChanged 5
		SP:Iteration 36Q (27621.680000 sec): 3 clusters
  Score: Raw -539799.668561 + Penalty 2741.412401 = -537058.256160
  nChanged 5
		SP:Iteration 37Q (27621.900000 sec): 3 clusters
  Score: Raw -539801.606071 + Penalty 2741.412401 = -537060.193670
  nChanged 1
		SP:Iteration 38Q (27622.070000 sec): 3 clusters
  Score: Raw -539801.753807 + Penalty 2741.412401 = -537060.341406
  nChanged 1
		SP:Iteration 39Q (27622.280000 sec): 3 clusters
  Score: Raw -539801.807876 + Penalty 2741.412401 = -537060.395475
  nChanged 0
		SP:Iteration 40F (27622.460000 sec): 3 clusters
  Score: Raw -539801.807876 + Penalty 2741.412401 = -537060.395475
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 54 (261116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27623.600000 sec): 2 clusters
  Score: Raw -27843721.927859 + Penalty 2026.817005 = -27841695.110854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27624.930000 sec): 3 clusters
  Score: Raw -27669431.124280 + Penalty 4053.634010 = -27665377.490269
  nChanged 127143
		SP:Iteration 1F (27626.270000 sec): 3 clusters
  Score: Raw -27747298.070754 + Penalty 4053.634010 = -27743244.436744
  nChanged 11354
		SP:Iteration 2Q (27627.720000 sec): 3 clusters
  Score: Raw -27751457.544555 + Penalty 4053.634010 = -27747403.910545
  nChanged 13410
		SP:Iteration 3F (27629.070000 sec): 3 clusters
  Score: Raw -27757374.247702 + Penalty 4053.634010 = -27753320.613691
  nChanged 15093
		SP:Iteration 4F (27630.530000 sec): 3 clusters
  Score: Raw -27765106.881096 + Penalty 4053.634010 = -27761053.247086
  nChanged 16221
		SP:Iteration 5F (27632.040000 sec): 3 clusters
  Score: Raw -27774669.565889 + Penalty 4053.634010 = -27770615.931879
  nChanged 16344
		SP:Iteration 6F (27633.440000 sec): 3 clusters
  Score: Raw -27785115.657954 + Penalty 4053.634010 = -27781062.023944
  nChanged 15174
		SP:Iteration 7F (27634.910000 sec): 3 clusters
  Score: Raw -27795332.683069 + Penalty 4053.634010 = -27791279.049059
  nChanged 13268
		SP:Iteration 8F (27636.280000 sec): 3 clusters
  Score: Raw -27804243.634424 + Penalty 4053.634010 = -27800190.000414
  nChanged 10972
		SP:Iteration 9Q (27637.650000 sec): 3 clusters
  Score: Raw -27811294.855699 + Penalty 4053.634010 = -27807241.221688
  nChanged 8679
		SP:Iteration 10Q (27638.970000 sec): 3 clusters
  Score: Raw -27816123.998234 + Penalty 4053.634010 = -27812070.364224
  nChanged 6923
		SP:Iteration 11Q (27640.260000 sec): 3 clusters
  Score: Raw -27819679.024246 + Penalty 4053.634010 = -27815625.390235
  nChanged 5985
		SP:Iteration 12Q (27641.630000 sec): 3 clusters
  Score: Raw -27822579.572125 + Penalty 4053.634010 = -27818525.938115
  nChanged 5647
		SP:Iteration 13Q (27642.800000 sec): 3 clusters
  Score: Raw -27825245.630371 + Penalty 4053.634010 = -27821191.996360
  nChanged 5433
		SP:Iteration 14Q (27644.010000 sec): 3 clusters
  Score: Raw -27827859.956093 + Penalty 4053.634010 = -27823806.322082
  nChanged 5166
		SP:Iteration 15Q (27645.170000 sec): 3 clusters
  Score: Raw -27830451.612130 + Penalty 4053.634010 = -27826397.978120
  nChanged 4831
		SP:Iteration 16Q (27646.520000 sec): 3 clusters
  Score: Raw -27832960.598104 + Penalty 4053.634010 = -27828906.964094
  nChanged 4285
		SP:Iteration 17Q (27647.830000 sec): 3 clusters
  Score: Raw -27835223.221951 + Penalty 4053.634010 = -27831169.587941
  nChanged 3744
		SP:Iteration 18Q (27649.150000 sec): 3 clusters
  Score: Raw -27837249.765969 + Penalty 4053.634010 = -27833196.131959
  nChanged 3227
		SP:Iteration 19Q (27650.490000 sec): 3 clusters
  Score: Raw -27839046.865621 + Penalty 4053.634010 = -27834993.231611
  nChanged 2672
		SP:Iteration 20F (27651.950000 sec): 3 clusters
  Score: Raw -27840536.112747 + Penalty 4053.634010 = -27836482.478737
  nChanged 2107
		SP:Iteration 21Q (27653.190000 sec): 3 clusters
  Score: Raw -27841674.461800 + Penalty 4053.634010 = -27837620.827790
  nChanged 1580
		SP:Iteration 22Q (27654.420000 sec): 3 clusters
  Score: Raw -27842510.578552 + Penalty 4053.634010 = -27838456.944542
  nChanged 1184
		SP:Iteration 23Q (27655.620000 sec): 3 clusters
  Score: Raw -27843122.432719 + Penalty 4053.634010 = -27839068.798708
  nChanged 844
		SP:Iteration 24Q (27656.770000 sec): 3 clusters
  Score: Raw -27843534.641984 + Penalty 4053.634010 = -27839481.007973
  nChanged 609
		SP:Iteration 25Q (27658.020000 sec): 3 clusters
  Score: Raw -27843804.478585 + Penalty 4053.634010 = -27839750.844574
  nChanged 456
		SP:Iteration 26Q (27659.290000 sec): 3 clusters
  Score: Raw -27843995.124073 + Penalty 4053.634010 = -27839941.490063
  nChanged 335
		SP:Iteration 27Q (27660.630000 sec): 3 clusters
  Score: Raw -27844127.636214 + Penalty 4053.634010 = -27840074.002204
  nChanged 250
		SP:Iteration 28Q (27661.970000 sec): 3 clusters
  Score: Raw -27844218.303684 + Penalty 4053.634010 = -27840164.669674
  nChanged 174
		SP:Iteration 29Q (27663.280000 sec): 3 clusters
  Score: Raw -27844286.998782 + Penalty 4053.634010 = -27840233.364772
  nChanged 145
		SP:Iteration 30Q (27664.990000 sec): 3 clusters
  Score: Raw -27844345.993736 + Penalty 4053.634010 = -27840292.359726
  nChanged 119
		SP:Iteration 31Q (27666.780000 sec): 3 clusters
  Score: Raw -27844393.824160 + Penalty 4053.634010 = -27840340.190150
  nChanged 86
		SP:Iteration 32Q (27668.160000 sec): 3 clusters
  Score: Raw -27844421.341602 + Penalty 4053.634010 = -27840367.707592
  nChanged 73
		SP:Iteration 33Q (27669.760000 sec): 3 clusters
  Score: Raw -27844442.616663 + Penalty 4053.634010 = -27840388.982652
  nChanged 53
		SP:Iteration 34Q (27671.020000 sec): 3 clusters
  Score: Raw -27844457.608081 + Penalty 4053.634010 = -27840403.974070
  nChanged 45
		SP:Iteration 35Q (27672.270000 sec): 3 clusters
  Score: Raw -27844468.593677 + Penalty 4053.634010 = -27840414.959667
  nChanged 39
		SP:Iteration 36Q (27673.540000 sec): 3 clusters
  Score: Raw -27844476.913943 + Penalty 4053.634010 = -27840423.279932
  nChanged 29
		SP:Iteration 37Q (27674.710000 sec): 3 clusters
  Score: Raw -27844484.028540 + Penalty 4053.634010 = -27840430.394529
  nChanged 28
		SP:Iteration 38Q (27675.840000 sec): 3 clusters
  Score: Raw -27844489.337732 + Penalty 4053.634010 = -27840435.703722
  nChanged 25
		SP:Iteration 39Q (27677.040000 sec): 3 clusters
  Score: Raw -27844495.190671 + Penalty 4053.634010 = -27840441.556660
  nChanged 25
		SP:Iteration 40F (27678.530000 sec): 3 clusters
  Score: Raw -27844500.163379 + Penalty 4053.634010 = -27840446.529369
  nChanged 25
		SP:Iteration 41Q (27679.680000 sec): 3 clusters
  Score: Raw -27844505.586034 + Penalty 4053.634010 = -27840451.952024
  nChanged 18
		SP:Iteration 42Q (27680.940000 sec): 3 clusters
  Score: Raw -27844509.805173 + Penalty 4053.634010 = -27840456.171163
  nChanged 17
		SP:Iteration 43Q (27682.150000 sec): 3 clusters
  Score: Raw -27844513.169405 + Penalty 4053.634010 = -27840459.535395
  nChanged 16
		SP:Iteration 44Q (27683.420000 sec): 3 clusters
  Score: Raw -27844517.040835 + Penalty 4053.634010 = -27840463.406825
  nChanged 21
		SP:Iteration 45Q (27684.680000 sec): 3 clusters
  Score: Raw -27844523.403210 + Penalty 4053.634010 = -27840469.769200
  nChanged 21
		SP:Iteration 46Q (27685.840000 sec): 3 clusters
  Score: Raw -27844527.875554 + Penalty 4053.634010 = -27840474.241543
  nChanged 16
		SP:Iteration 47Q (27687.080000 sec): 3 clusters
  Score: Raw -27844530.780253 + Penalty 4053.634010 = -27840477.146243
  nChanged 12
		SP:Iteration 48Q (27688.270000 sec): 3 clusters
  Score: Raw -27844533.533770 + Penalty 4053.634010 = -27840479.899759
  nChanged 13
		SP:Iteration 49Q (27689.350000 sec): 3 clusters
  Score: Raw -27844536.044962 + Penalty 4053.634010 = -27840482.410952
  nChanged 7
		SP:Iteration 50Q (27690.470000 sec): 3 clusters
  Score: Raw -27844537.800892 + Penalty 4053.634010 = -27840484.166882
  nChanged 10
		SP:Iteration 51Q (27691.560000 sec): 3 clusters
  Score: Raw -27844539.930802 + Penalty 4053.634010 = -27840486.296792
  nChanged 13
		SP:Iteration 52Q (27692.630000 sec): 3 clusters
  Score: Raw -27844542.085582 + Penalty 4053.634010 = -27840488.451572
  nChanged 5
		SP:Iteration 53Q (27693.700000 sec): 3 clusters
  Score: Raw -27844542.878917 + Penalty 4053.634010 = -27840489.244907
  nChanged 2
		SP:Iteration 54Q (27694.790000 sec): 3 clusters
  Score: Raw -27844543.695189 + Penalty 4053.634010 = -27840490.061179
  nChanged 7
		SP:Iteration 55Q (27696.040000 sec): 3 clusters
  Score: Raw -27844544.680727 + Penalty 4053.634010 = -27840491.046717
  nChanged 2
		SP:Iteration 56Q (27697.250000 sec): 3 clusters
  Score: Raw -27844544.902552 + Penalty 4053.634010 = -27840491.268542
  nChanged 3
		SP:Iteration 57Q (27698.430000 sec): 3 clusters
  Score: Raw -27844545.198258 + Penalty 4053.634010 = -27840491.564247
  nChanged 2
		SP:Iteration 58Q (27699.640000 sec): 3 clusters
  Score: Raw -27844545.477224 + Penalty 4053.634010 = -27840491.843214
  nChanged 1
		SP:Iteration 59Q (27700.810000 sec): 3 clusters
  Score: Raw -27844545.557896 + Penalty 4053.634010 = -27840491.923886
  nChanged 0
		SP:Iteration 60F (27702.110000 sec): 3 clusters
  Score: Raw -27844545.557896 + Penalty 4053.634010 = -27840491.923886
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 55 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27702.340000 sec): 2 clusters
  Score: Raw -53938.670639 + Penalty 993.473354 = -52945.197285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27702.540000 sec): 3 clusters
  Score: Raw -53864.401764 + Penalty 1986.946708 = -51877.455056
  nChanged 87
		SP:Iteration 1F (27702.680000 sec): 3 clusters
  Score: Raw -53977.634410 + Penalty 1986.946708 = -51990.687701
  nChanged 26
		SP:Iteration 2F (27702.840000 sec): 3 clusters
  Score: Raw -54023.539793 + Penalty 1986.946708 = -52036.593085
  nChanged 15
		SP:Iteration 3Q (27703.000000 sec): 3 clusters
  Score: Raw -54053.426126 + Penalty 1986.946708 = -52066.479418
  nChanged 7
		SP:Iteration 4Q (27703.170000 sec): 3 clusters
  Score: Raw -54065.047791 + Penalty 1986.946708 = -52078.101082
  nChanged 4
		SP:Iteration 5Q (27703.330000 sec): 3 clusters
  Score: Raw -54068.771911 + Penalty 1986.946708 = -52081.825203
  nChanged 2
		SP:Iteration 6Q (27703.520000 sec): 3 clusters
  Score: Raw -54070.436985 + Penalty 1986.946708 = -52083.490277
  nChanged 2
		SP:Iteration 7Q (27703.660000 sec): 3 clusters
  Score: Raw -54072.445484 + Penalty 1986.946708 = -52085.498776
  nChanged 2
		SP:Iteration 8Q (27703.800000 sec): 3 clusters
  Score: Raw -54073.378973 + Penalty 1986.946708 = -52086.432264
  nChanged 0
		SP:Iteration 9F (27703.940000 sec): 3 clusters
  Score: Raw -54073.378973 + Penalty 1986.946708 = -52086.432264
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 56 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27704.040000 sec): 2 clusters
  Score: Raw -40653.329590 + Penalty 942.844236 = -39710.485354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27704.180000 sec): 3 clusters
  Score: Raw -40658.116926 + Penalty 1885.688472 = -38772.428454
  nChanged 56
		SP:Iteration 1F (27704.330000 sec): 3 clusters
  Score: Raw -40779.279955 + Penalty 1885.688472 = -38893.591483
  nChanged 21
		SP:Iteration 2F (27704.480000 sec): 3 clusters
  Score: Raw -40813.979781 + Penalty 1885.688472 = -38928.291309
  nChanged 9
		SP:Iteration 3Q (27704.620000 sec): 3 clusters
  Score: Raw -40837.638890 + Penalty 1885.688472 = -38951.950418
  nChanged 8
		SP:Iteration 4Q (27704.770000 sec): 3 clusters
  Score: Raw -40858.852277 + Penalty 1885.688472 = -38973.163805
  nChanged 1
		SP:Iteration 5Q (27704.910000 sec): 3 clusters
  Score: Raw -40861.293583 + Penalty 1885.688472 = -38975.605111
  nChanged 1
		SP:Iteration 6Q (27705.060000 sec): 3 clusters
  Score: Raw -40862.530309 + Penalty 1885.688472 = -38976.841837
  nChanged 1
		SP:Iteration 7Q (27705.200000 sec): 3 clusters
  Score: Raw -40863.834363 + Penalty 1885.688472 = -38978.145891
  nChanged 0
		SP:Iteration 8F (27705.340000 sec): 3 clusters
  Score: Raw -40863.834363 + Penalty 1885.688472 = -38978.145891
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 57 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27705.430000 sec): 2 clusters
  Score: Raw -24718.378692 + Penalty 883.687888 = -23834.690804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27705.580000 sec): 3 clusters
  Score: Raw -24804.362188 + Penalty 1767.375775 = -23036.986413
  nChanged 37
		SP:Iteration 1F (27705.720000 sec): 3 clusters
  Score: Raw -24901.180434 + Penalty 1767.375775 = -23133.804659
  nChanged 13
		SP:Iteration 2F (27705.860000 sec): 3 clusters
  Score: Raw -24944.949790 + Penalty 1767.375775 = -23177.574014
  nChanged 11
		SP:Iteration 3Q (27706.010000 sec): 3 clusters
  Score: Raw -24974.156754 + Penalty 1767.375775 = -23206.780979
  nChanged 6
		SP:Iteration 4Q (27706.150000 sec): 3 clusters
  Score: Raw -24997.242555 + Penalty 1767.375775 = -23229.866779
  nChanged 2
		SP:Iteration 5Q (27706.300000 sec): 3 clusters
  Score: Raw -25002.251142 + Penalty 1767.375775 = -23234.875366
  nChanged 0
		SP:Iteration 6F (27706.440000 sec): 3 clusters
  Score: Raw -25002.251142 + Penalty 1767.375775 = -23234.875366
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 58 (6622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27706.580000 sec): 2 clusters
  Score: Raw -816083.964107 + Penalty 1429.699817 = -814654.264290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27706.840000 sec): 3 clusters
  Score: Raw -812514.642915 + Penalty 2859.399633 = -809655.243281
  nChanged 2719
		SP:Iteration 1F (27707.080000 sec): 3 clusters
  Score: Raw -813982.305240 + Penalty 2859.399633 = -811122.905607
  nChanged 452
		SP:Iteration 2F (27707.290000 sec): 3 clusters
  Score: Raw -814189.160634 + Penalty 2859.399633 = -811329.761001
  nChanged 339
		SP:Iteration 3F (27707.500000 sec): 3 clusters
  Score: Raw -814346.980384 + Penalty 2859.399633 = -811487.580750
  nChanged 287
		SP:Iteration 4Q (27707.720000 sec): 3 clusters
  Score: Raw -814482.031769 + Penalty 2859.399633 = -811622.632135
  nChanged 255
		SP:Iteration 5Q (27707.950000 sec): 3 clusters
  Score: Raw -814589.556304 + Penalty 2859.399633 = -811730.156671
  nChanged 229
		SP:Iteration 6Q (27708.190000 sec): 3 clusters
  Score: Raw -814683.693829 + Penalty 2859.399633 = -811824.294196
  nChanged 224
		SP:Iteration 7Q (27708.440000 sec): 3 clusters
  Score: Raw -814781.727738 + Penalty 2859.399633 = -811922.328105
  nChanged 194
		SP:Iteration 8Q (27708.720000 sec): 3 clusters
  Score: Raw -814876.708733 + Penalty 2859.399633 = -812017.309100
  nChanged 206
		SP:Iteration 9Q (27708.900000 sec): 3 clusters
  Score: Raw -814985.373639 + Penalty 2859.399633 = -812125.974005
  nChanged 203
		SP:Iteration 10Q (27709.170000 sec): 3 clusters
  Score: Raw -815106.259629 + Penalty 2859.399633 = -812246.859996
  nChanged 196
		SP:Iteration 11Q (27709.380000 sec): 3 clusters
  Score: Raw -815213.622674 + Penalty 2859.399633 = -812354.223040
  nChanged 190
		SP:Iteration 12Q (27709.580000 sec): 3 clusters
  Score: Raw -815318.362615 + Penalty 2859.399633 = -812458.962982
  nChanged 175
		SP:Iteration 13Q (27709.840000 sec): 3 clusters
  Score: Raw -815431.896055 + Penalty 2859.399633 = -812572.496422
  nChanged 177
		SP:Iteration 14Q (27709.990000 sec): 3 clusters
  Score: Raw -815548.804798 + Penalty 2859.399633 = -812689.405165
  nChanged 166
		SP:Iteration 15Q (27710.180000 sec): 3 clusters
  Score: Raw -815662.201851 + Penalty 2859.399633 = -812802.802218
  nChanged 153
		SP:Iteration 16Q (27710.380000 sec): 3 clusters
  Score: Raw -815756.181958 + Penalty 2859.399633 = -812896.782325
  nChanged 114
		SP:Iteration 17Q (27710.600000 sec): 3 clusters
  Score: Raw -815819.107766 + Penalty 2859.399633 = -812959.708133
  nChanged 101
		SP:Iteration 18Q (27710.820000 sec): 3 clusters
  Score: Raw -815875.554317 + Penalty 2859.399633 = -813016.154684
  nChanged 81
		SP:Iteration 19Q (27711.070000 sec): 3 clusters
  Score: Raw -815927.861930 + Penalty 2859.399633 = -813068.462296
  nChanged 73
		SP:Iteration 20F (27711.270000 sec): 3 clusters
  Score: Raw -815975.774919 + Penalty 2859.399633 = -813116.375286
  nChanged 65
		SP:Iteration 21Q (27711.450000 sec): 3 clusters
  Score: Raw -816016.002300 + Penalty 2859.399633 = -813156.602666
  nChanged 48
		SP:Iteration 22Q (27711.630000 sec): 3 clusters
  Score: Raw -816041.662421 + Penalty 2859.399633 = -813182.262788
  nChanged 36
		SP:Iteration 23Q (27711.820000 sec): 3 clusters
  Score: Raw -816059.924510 + Penalty 2859.399633 = -813200.524877
  nChanged 31
		SP:Iteration 24Q (27712.020000 sec): 3 clusters
  Score: Raw -816077.349634 + Penalty 2859.399633 = -813217.950001
  nChanged 34
		SP:Iteration 25Q (27712.210000 sec): 3 clusters
  Score: Raw -816097.348291 + Penalty 2859.399633 = -813237.948658
  nChanged 35
		SP:Iteration 26Q (27712.410000 sec): 3 clusters
  Score: Raw -816116.785221 + Penalty 2859.399633 = -813257.385587
  nChanged 35
		SP:Iteration 27Q (27712.600000 sec): 3 clusters
  Score: Raw -816141.938939 + Penalty 2859.399633 = -813282.539306
  nChanged 27
		SP:Iteration 28Q (27712.770000 sec): 3 clusters
  Score: Raw -816162.095826 + Penalty 2859.399633 = -813302.696193
  nChanged 33
		SP:Iteration 29Q (27712.960000 sec): 3 clusters
  Score: Raw -816184.824133 + Penalty 2859.399633 = -813325.424499
  nChanged 28
		SP:Iteration 30Q (27713.180000 sec): 3 clusters
  Score: Raw -816202.801157 + Penalty 2859.399633 = -813343.401523
  nChanged 21
		SP:Iteration 31Q (27713.390000 sec): 3 clusters
  Score: Raw -816216.486756 + Penalty 2859.399633 = -813357.087123
  nChanged 15
		SP:Iteration 32Q (27713.610000 sec): 3 clusters
  Score: Raw -816224.700229 + Penalty 2859.399633 = -813365.300596
  nChanged 15
		SP:Iteration 33Q (27713.840000 sec): 3 clusters
  Score: Raw -816233.623573 + Penalty 2859.399633 = -813374.223939
  nChanged 11
		SP:Iteration 34Q (27714.040000 sec): 3 clusters
  Score: Raw -816241.218923 + Penalty 2859.399633 = -813381.819290
  nChanged 9
		SP:Iteration 35Q (27714.210000 sec): 3 clusters
  Score: Raw -816248.839952 + Penalty 2859.399633 = -813389.440319
  nChanged 6
		SP:Iteration 36Q (27714.390000 sec): 3 clusters
  Score: Raw -816252.357382 + Penalty 2859.399633 = -813392.957749
  nChanged 5
		SP:Iteration 37Q (27714.590000 sec): 3 clusters
  Score: Raw -816255.140543 + Penalty 2859.399633 = -813395.740910
  nChanged 2
		SP:Iteration 38Q (27714.780000 sec): 3 clusters
  Score: Raw -816256.144944 + Penalty 2859.399633 = -813396.745311
  nChanged 2
		SP:Iteration 39Q (27714.980000 sec): 3 clusters
  Score: Raw -816257.203074 + Penalty 2859.399633 = -813397.803441
  nChanged 1
		SP:Iteration 40F (27715.200000 sec): 3 clusters
  Score: Raw -816257.549517 + Penalty 2859.399633 = -813398.149884
  nChanged 1
		SP:Iteration 41Q (27715.360000 sec): 3 clusters
  Score: Raw -816258.698520 + Penalty 2859.399633 = -813399.298886
  nChanged 3
		SP:Iteration 42Q (27715.550000 sec): 3 clusters
  Score: Raw -816260.436233 + Penalty 2859.399633 = -813401.036600
  nChanged 3
		SP:Iteration 43Q (27715.810000 sec): 3 clusters
  Score: Raw -816261.992904 + Penalty 2859.399633 = -813402.593271
  nChanged 1
		SP:Iteration 44Q (27716.040000 sec): 3 clusters
  Score: Raw -816262.332912 + Penalty 2859.399633 = -813402.933279
  nChanged 0
		SP:Iteration 45F (27716.270000 sec): 3 clusters
  Score: Raw -816262.332912 + Penalty 2859.399633 = -813402.933279
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 59 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27716.440000 sec): 2 clusters
  Score: Raw -63120.446075 + Penalty 1038.958498 = -62081.487577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27716.550000 sec): 3 clusters
  Score: Raw -63069.069810 + Penalty 2077.916995 = -60991.152815
  nChanged 149
		SP:Iteration 1F (27716.760000 sec): 3 clusters
  Score: Raw -63405.326195 + Penalty 2077.916995 = -61327.409200
  nChanged 77
		SP:Iteration 2F (27716.930000 sec): 3 clusters
  Score: Raw -63572.861431 + Penalty 2077.916995 = -61494.944436
  nChanged 29
		SP:Iteration 3Q (27717.110000 sec): 3 clusters
  Score: Raw -63721.150553 + Penalty 2077.916995 = -61643.233558
  nChanged 26
		SP:Iteration 4Q (27717.290000 sec): 3 clusters
  Score: Raw -63820.969142 + Penalty 2077.916995 = -61743.052147
  nChanged 15
		SP:Iteration 5Q (27717.490000 sec): 3 clusters
  Score: Raw -63850.759206 + Penalty 2077.916995 = -61772.842211
  nChanged 6
		SP:Iteration 6Q (27717.670000 sec): 3 clusters
  Score: Raw -63861.884474 + Penalty 2077.916995 = -61783.967479
  nChanged 3
		SP:Iteration 7Q (27717.840000 sec): 3 clusters
  Score: Raw -63869.851307 + Penalty 2077.916995 = -61791.934312
  nChanged 4
		SP:Iteration 8Q (27718.040000 sec): 3 clusters
  Score: Raw -63884.824166 + Penalty 2077.916995 = -61806.907171
  nChanged 1
		SP:Iteration 9Q (27718.230000 sec): 3 clusters
  Score: Raw -63886.266096 + Penalty 2077.916995 = -61808.349101
  nChanged 1
		SP:Iteration 10Q (27718.410000 sec): 3 clusters
  Score: Raw -63888.268161 + Penalty 2077.916995 = -61810.351166
  nChanged 0
		SP:Iteration 11F (27718.600000 sec): 3 clusters
  Score: Raw -63888.268161 + Penalty 2077.916995 = -61810.351166
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 60 (2079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27718.740000 sec): 2 clusters
  Score: Raw -203396.310426 + Penalty 1241.441872 = -202154.868555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27718.960000 sec): 3 clusters
  Score: Raw -202499.913402 + Penalty 2482.883744 = -200017.029659
  nChanged 757
		SP:Iteration 1F (27719.130000 sec): 3 clusters
  Score: Raw -203070.922848 + Penalty 2482.883744 = -200588.039105
  nChanged 170
		SP:Iteration 2F (27719.320000 sec): 3 clusters
  Score: Raw -203210.323247 + Penalty 2482.883744 = -200727.439503
  nChanged 94
		SP:Iteration 3Q (27719.590000 sec): 3 clusters
  Score: Raw -203263.759092 + Penalty 2482.883744 = -200780.875348
  nChanged 68
		SP:Iteration 4Q (27719.820000 sec): 3 clusters
  Score: Raw -203305.098883 + Penalty 2482.883744 = -200822.215140
  nChanged 58
		SP:Iteration 5Q (27720.020000 sec): 3 clusters
  Score: Raw -203345.331715 + Penalty 2482.883744 = -200862.447971
  nChanged 49
		SP:Iteration 6Q (27720.230000 sec): 3 clusters
  Score: Raw -203379.812384 + Penalty 2482.883744 = -200896.928641
  nChanged 49
		SP:Iteration 7Q (27720.390000 sec): 3 clusters
  Score: Raw -203413.162180 + Penalty 2482.883744 = -200930.278436
  nChanged 49
		SP:Iteration 8Q (27720.590000 sec): 3 clusters
  Score: Raw -203450.486933 + Penalty 2482.883744 = -200967.603189
  nChanged 60
		SP:Iteration 9Q (27720.740000 sec): 3 clusters
  Score: Raw -203497.642358 + Penalty 2482.883744 = -201014.758615
  nChanged 53
		SP:Iteration 10Q (27720.900000 sec): 3 clusters
  Score: Raw -203538.361982 + Penalty 2482.883744 = -201055.478239
  nChanged 44
		SP:Iteration 11Q (27721.090000 sec): 3 clusters
  Score: Raw -203573.200619 + Penalty 2482.883744 = -201090.316876
  nChanged 43
		SP:Iteration 12Q (27721.250000 sec): 3 clusters
  Score: Raw -203604.468942 + Penalty 2482.883744 = -201121.585198
  nChanged 27
		SP:Iteration 13Q (27721.440000 sec): 3 clusters
  Score: Raw -203627.852897 + Penalty 2482.883744 = -201144.969153
  nChanged 26
		SP:Iteration 14Q (27721.640000 sec): 3 clusters
  Score: Raw -203648.521794 + Penalty 2482.883744 = -201165.638051
  nChanged 13
		SP:Iteration 15Q (27721.860000 sec): 3 clusters
  Score: Raw -203660.085265 + Penalty 2482.883744 = -201177.201521
  nChanged 6
		SP:Iteration 16Q (27722.050000 sec): 3 clusters
  Score: Raw -203663.236351 + Penalty 2482.883744 = -201180.352608
  nChanged 4
		SP:Iteration 17Q (27722.250000 sec): 3 clusters
  Score: Raw -203664.345443 + Penalty 2482.883744 = -201181.461699
  nChanged 2
		SP:Iteration 18Q (27722.410000 sec): 3 clusters
  Score: Raw -203665.898016 + Penalty 2482.883744 = -201183.014272
  nChanged 1
		SP:Iteration 19Q (27722.560000 sec): 3 clusters
  Score: Raw -203666.119988 + Penalty 2482.883744 = -201183.236244
  nChanged 1
		SP:Iteration 20F (27722.770000 sec): 3 clusters
  Score: Raw -203666.496281 + Penalty 2482.883744 = -201183.612538
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 61 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27722.890000 sec): 2 clusters
  Score: Raw -42869.799940 + Penalty 959.621300 = -41910.178640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27723.060000 sec): 3 clusters
  Score: Raw -42846.504406 + Penalty 1919.242601 = -40927.261806
  nChanged 59
		SP:Iteration 1F (27723.220000 sec): 3 clusters
  Score: Raw -42949.072895 + Penalty 1919.242601 = -41029.830295
  nChanged 21
		SP:Iteration 2F (27723.420000 sec): 3 clusters
  Score: Raw -42985.502464 + Penalty 1919.242601 = -41066.259863
  nChanged 8
		SP:Iteration 3Q (27723.650000 sec): 3 clusters
  Score: Raw -43001.276715 + Penalty 1919.242601 = -41082.034115
  nChanged 2
		SP:Iteration 4Q (27723.800000 sec): 3 clusters
  Score: Raw -43007.618425 + Penalty 1919.242601 = -41088.375824
  nChanged 1
		SP:Iteration 5Q (27723.990000 sec): 3 clusters
  Score: Raw -43010.998686 + Penalty 1919.242601 = -41091.756085
  nChanged 0
		SP:Iteration 6F (27724.140000 sec): 3 clusters
  Score: Raw -43010.998686 + Penalty 1919.242601 = -41091.756085
  nChanged 0
Iteration 259Q (27812.670000 sec): 62 clusters
  Score: Raw -169099118.606061 + Penalty 141307.498031 = -168957811.108029
  nChanged 2691
Iteration 260F (27965.410000 sec): 62 clusters
  Score: Raw -169100152.904745 + Penalty 141307.498031 = -168958845.406713
  nChanged 2460
Iteration 261Q (28040.270000 sec): 62 clusters
  Score: Raw -169100611.550501 + Penalty 141307.498031 = -168959304.052470
  nChanged 1775
Iteration 262Q (28120.810000 sec): 62 clusters
  Score: Raw -169100877.436546 + Penalty 141307.498031 = -168959569.938514
  nChanged 1573
Iteration 263Q (28206.450000 sec): 62 clusters
  Score: Raw -169101052.950606 + Penalty 141307.498031 = -168959745.452575
  nChanged 1418
Iteration 264Q (28299.680000 sec): 62 clusters
  Score: Raw -169101176.760387 + Penalty 141307.498031 = -168959869.262356
  nChanged 1272
Iteration 265Q (28395.910000 sec): 62 clusters
  Score: Raw -169101278.807283 + Penalty 141307.498031 = -168959971.309251
  nChanged 1163
Iteration 266Q (28494.290000 sec): 62 clusters
  Score: Raw -169101348.332137 + Penalty 141307.498031 = -168960040.834106
  nChanged 1012
Iteration 267Q (28597.160000 sec): 62 clusters
  Score: Raw -169101403.407293 + Penalty 141307.498031 = -168960095.909262
  nChanged 950
Iteration 268Q (28698.170000 sec): 62 clusters
  Score: Raw -169101449.699539 + Penalty 141307.498031 = -168960142.201508
  nChanged 859
Iteration 269Q (28796.720000 sec): 62 clusters
  Score: Raw -169101494.015563 + Penalty 141307.498031 = -168960186.517531
  nChanged 854
Iteration 270Q (28901.520000 sec): 62 clusters
  Score: Raw -169101538.257962 + Penalty 141307.498031 = -168960230.759931
  nChanged 814
Iteration 271Q (29003.460000 sec): 62 clusters
  Score: Raw -169101581.232817 + Penalty 141307.498031 = -168960273.734786
  nChanged 790
Iteration 272Q (29097.680000 sec): 62 clusters
  Score: Raw -169101617.544903 + Penalty 141307.498031 = -168960310.046872
  nChanged 774
Iteration 273Q (29195.730000 sec): 62 clusters
  Score: Raw -169101648.277567 + Penalty 141307.498031 = -168960340.779536
  nChanged 718
Iteration 274Q (29298.630000 sec): 62 clusters
  Score: Raw -169101673.098384 + Penalty 141307.498031 = -168960365.600352
  nChanged 704
Iteration 275Q (29399.520000 sec): 62 clusters
  Score: Raw -169101693.468255 + Penalty 141307.498031 = -168960385.970223
  nChanged 703
Iteration 276Q (29500.200000 sec): 62 clusters
  Score: Raw -169101712.029387 + Penalty 141307.498031 = -168960404.531356
  nChanged 647
Iteration 277Q (29601.780000 sec): 62 clusters
  Score: Raw -169101728.821429 + Penalty 141307.498031 = -168960421.323398
  nChanged 589
Iteration 278Q (29700.610000 sec): 62 clusters
  Score: Raw -169101743.618351 + Penalty 141307.498031 = -168960436.120319
  nChanged 596
Iteration 279Q (29788.600000 sec): 62 clusters
  Score: Raw -169101757.485752 + Penalty 141307.498031 = -168960449.987720
  nChanged 509
Iteration 280F (29951.670000 sec): 62 clusters
  Score: Raw -169101780.466147 + Penalty 141307.498031 = -168960472.968115
  nChanged 534
Iteration 281Q (30055.020000 sec): 62 clusters
  Score: Raw -169101795.303736 + Penalty 141307.498031 = -168960487.805705
  nChanged 516
Iteration 282Q (30154.620000 sec): 62 clusters
  Score: Raw -169101808.572232 + Penalty 141307.498031 = -168960501.074200
  nChanged 506
Iteration 283Q (30253.500000 sec): 62 clusters
  Score: Raw -169101821.256237 + Penalty 141307.498031 = -168960513.758206
  nChanged 452
Iteration 284Q (30355.090000 sec): 62 clusters
  Score: Raw -169101833.817382 + Penalty 141307.498031 = -168960526.319350
  nChanged 466
Iteration 285Q (30462.550000 sec): 62 clusters
  Score: Raw -169101847.603811 + Penalty 141307.498031 = -168960540.105780
  nChanged 493
Iteration 286Q (30557.960000 sec): 62 clusters
  Score: Raw -169101861.585449 + Penalty 141307.498031 = -168960554.087418
  nChanged 448
Iteration 287Q (30664.710000 sec): 62 clusters
  Score: Raw -169101874.623023 + Penalty 141307.498031 = -168960567.124992
  nChanged 436
Iteration 288Q (30769.570000 sec): 62 clusters
  Score: Raw -169101884.132630 + Penalty 141307.498031 = -168960576.634599
  nChanged 383
Iteration 289Q (30864.680000 sec): 62 clusters
  Score: Raw -169101892.762988 + Penalty 141307.498031 = -168960585.264957
  nChanged 375
Iteration 290Q (30975.130000 sec): 62 clusters
  Score: Raw -169101899.560210 + Penalty 141307.498031 = -168960592.062179
  nChanged 346
Iteration 291Q (31083.050000 sec): 62 clusters
  Score: Raw -169101906.013198 + Penalty 141307.498031 = -168960598.515167
  nChanged 320
Iteration 292Q (31177.590000 sec): 62 clusters
  Score: Raw -169101912.082232 + Penalty 141307.498031 = -168960604.584200
  nChanged 270
Iteration 293Q (31275.520000 sec): 62 clusters
  Score: Raw -169101917.316292 + Penalty 141307.498031 = -168960609.818261
  nChanged 260
Iteration 294Q (31375.490000 sec): 62 clusters
  Score: Raw -169101922.216310 + Penalty 141307.498031 = -168960614.718278
  nChanged 248
Iteration 295Q (31471.580000 sec): 62 clusters
  Score: Raw -169101927.392482 + Penalty 141307.498031 = -168960619.894451
  nChanged 242
Iteration 296Q (31556.850000 sec): 62 clusters
  Score: Raw -169101932.932493 + Penalty 141307.498031 = -168960625.434462
  nChanged 242
Iteration 297Q (31652.750000 sec): 62 clusters
  Score: Raw -169101938.562106 + Penalty 141307.498031 = -168960631.064074
  nChanged 254
Iteration 298Q (31746.580000 sec): 62 clusters
  Score: Raw -169101944.283168 + Penalty 141307.498031 = -168960636.785136
  nChanged 259
Writing temp clu file 
Because OldScore, -168960631.064074, is greater than current (better) Score,-168960636.785136 
 Compute initial score before splitting:   Score: Raw -169101944.283168 + Penalty 141307.498031 = -168960636.785136
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (28874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31747.220000 sec): 2 clusters
  Score: Raw -2824552.524129 + Penalty 1668.988232 = -2822883.535896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31747.540000 sec): 3 clusters
  Score: Raw -2806595.172187 + Penalty 3337.976465 = -2803257.195722
  nChanged 13462
		SP:Iteration 1F (31747.890000 sec): 3 clusters
  Score: Raw -2814308.595799 + Penalty 3337.976465 = -2810970.619334
  nChanged 1813
		SP:Iteration 2F (31748.200000 sec): 3 clusters
  Score: Raw -2815190.663234 + Penalty 3337.976465 = -2811852.686769
  nChanged 1802
		SP:Iteration 3F (31748.540000 sec): 3 clusters
  Score: Raw -2816189.797465 + Penalty 3337.976465 = -2812851.821000
  nChanged 1877
		SP:Iteration 4F (31748.860000 sec): 3 clusters
  Score: Raw -2817397.208172 + Penalty 3337.976465 = -2814059.231707
  nChanged 1843
		SP:Iteration 5F (31749.220000 sec): 3 clusters
  Score: Raw -2818630.432596 + Penalty 3337.976465 = -2815292.456131
  nChanged 1660
		SP:Iteration 6F (31749.560000 sec): 3 clusters
  Score: Raw -2819826.651150 + Penalty 3337.976465 = -2816488.674685
  nChanged 1570
		SP:Iteration 7F (31749.860000 sec): 3 clusters
  Score: Raw -2821012.630792 + Penalty 3337.976465 = -2817674.654327
  nChanged 1345
		SP:Iteration 8Q (31750.200000 sec): 3 clusters
  Score: Raw -2821949.512117 + Penalty 3337.976465 = -2818611.535652
  nChanged 1022
		SP:Iteration 9Q (31750.500000 sec): 3 clusters
  Score: Raw -2822533.698278 + Penalty 3337.976465 = -2819195.721813
  nChanged 745
		SP:Iteration 10Q (31750.860000 sec): 3 clusters
  Score: Raw -2822906.977372 + Penalty 3337.976465 = -2819569.000907
  nChanged 532
		SP:Iteration 11Q (31751.180000 sec): 3 clusters
  Score: Raw -2823144.701783 + Penalty 3337.976465 = -2819806.725318
  nChanged 437
		SP:Iteration 12Q (31751.500000 sec): 3 clusters
  Score: Raw -2823330.624294 + Penalty 3337.976465 = -2819992.647829
  nChanged 367
		SP:Iteration 13Q (31751.820000 sec): 3 clusters
  Score: Raw -2823476.935082 + Penalty 3337.976465 = -2820138.958617
  nChanged 345
		SP:Iteration 14Q (31752.110000 sec): 3 clusters
  Score: Raw -2823613.929204 + Penalty 3337.976465 = -2820275.952740
  nChanged 331
		SP:Iteration 15Q (31752.440000 sec): 3 clusters
  Score: Raw -2823755.043731 + Penalty 3337.976465 = -2820417.067266
  nChanged 320
		SP:Iteration 16Q (31752.760000 sec): 3 clusters
  Score: Raw -2823871.856245 + Penalty 3337.976465 = -2820533.879780
  nChanged 261
		SP:Iteration 17Q (31753.150000 sec): 3 clusters
  Score: Raw -2823973.435494 + Penalty 3337.976465 = -2820635.459029
  nChanged 262
		SP:Iteration 18Q (31753.490000 sec): 3 clusters
  Score: Raw -2824085.348431 + Penalty 3337.976465 = -2820747.371966
  nChanged 232
		SP:Iteration 19Q (31753.840000 sec): 3 clusters
  Score: Raw -2824180.192669 + Penalty 3337.976465 = -2820842.216204
  nChanged 229
		SP:Iteration 20F (31754.160000 sec): 3 clusters
  Score: Raw -2824275.357282 + Penalty 3337.976465 = -2820937.380817
  nChanged 194
		SP:Iteration 21Q (31754.530000 sec): 3 clusters
  Score: Raw -2824354.638286 + Penalty 3337.976465 = -2821016.661821
  nChanged 185
		SP:Iteration 22Q (31754.810000 sec): 3 clusters
  Score: Raw -2824436.144514 + Penalty 3337.976465 = -2821098.168049
  nChanged 146
		SP:Iteration 23Q (31755.110000 sec): 3 clusters
  Score: Raw -2824498.826113 + Penalty 3337.976465 = -2821160.849648
  nChanged 151
		SP:Iteration 24Q (31755.460000 sec): 3 clusters
  Score: Raw -2824566.799165 + Penalty 3337.976465 = -2821228.822700
  nChanged 125
		SP:Iteration 25Q (31755.810000 sec): 3 clusters
  Score: Raw -2824621.525602 + Penalty 3337.976465 = -2821283.549137
  nChanged 105
		SP:Iteration 26Q (31756.080000 sec): 3 clusters
  Score: Raw -2824667.087944 + Penalty 3337.976465 = -2821329.111479
  nChanged 89
		SP:Iteration 27Q (31756.380000 sec): 3 clusters
  Score: Raw -2824703.470368 + Penalty 3337.976465 = -2821365.493903
  nChanged 63
		SP:Iteration 28Q (31756.750000 sec): 3 clusters
  Score: Raw -2824727.932164 + Penalty 3337.976465 = -2821389.955699
  nChanged 57
		SP:Iteration 29Q (31757.060000 sec): 3 clusters
  Score: Raw -2824748.802796 + Penalty 3337.976465 = -2821410.826331
  nChanged 45
		SP:Iteration 30Q (31757.350000 sec): 3 clusters
  Score: Raw -2824767.134702 + Penalty 3337.976465 = -2821429.158237
  nChanged 46
		SP:Iteration 31Q (31757.700000 sec): 3 clusters
  Score: Raw -2824784.495337 + Penalty 3337.976465 = -2821446.518873
  nChanged 45
		SP:Iteration 32Q (31757.960000 sec): 3 clusters
  Score: Raw -2824801.799495 + Penalty 3337.976465 = -2821463.823030
  nChanged 41
		SP:Iteration 33Q (31758.290000 sec): 3 clusters
  Score: Raw -2824814.562652 + Penalty 3337.976465 = -2821476.586187
  nChanged 28
		SP:Iteration 34Q (31758.540000 sec): 3 clusters
  Score: Raw -2824823.509188 + Penalty 3337.976465 = -2821485.532723
  nChanged 23
		SP:Iteration 35Q (31758.840000 sec): 3 clusters
  Score: Raw -2824832.009573 + Penalty 3337.976465 = -2821494.033108
  nChanged 20
		SP:Iteration 36Q (31759.160000 sec): 3 clusters
  Score: Raw -2824839.168599 + Penalty 3337.976465 = -2821501.192134
  nChanged 16
		SP:Iteration 37Q (31759.490000 sec): 3 clusters
  Score: Raw -2824846.577059 + Penalty 3337.976465 = -2821508.600594
  nChanged 19
		SP:Iteration 38Q (31759.770000 sec): 3 clusters
  Score: Raw -2824855.445175 + Penalty 3337.976465 = -2821517.468710
  nChanged 21
		SP:Iteration 39Q (31760.050000 sec): 3 clusters
  Score: Raw -2824865.416167 + Penalty 3337.976465 = -2821527.439702
  nChanged 28
		SP:Iteration 40F (31760.360000 sec): 3 clusters
  Score: Raw -2824878.147510 + Penalty 3337.976465 = -2821540.171045
  nChanged 19
		SP:Iteration 41Q (31760.690000 sec): 3 clusters
  Score: Raw -2824887.935919 + Penalty 3337.976465 = -2821549.959455
  nChanged 21
		SP:Iteration 42Q (31760.970000 sec): 3 clusters
  Score: Raw -2824895.778718 + Penalty 3337.976465 = -2821557.802253
  nChanged 10
		SP:Iteration 43Q (31761.260000 sec): 3 clusters
  Score: Raw -2824899.416937 + Penalty 3337.976465 = -2821561.440472
  nChanged 7
		SP:Iteration 44Q (31761.570000 sec): 3 clusters
  Score: Raw -2824902.119832 + Penalty 3337.976465 = -2821564.143367
  nChanged 6
		SP:Iteration 45Q (31761.810000 sec): 3 clusters
  Score: Raw -2824904.374950 + Penalty 3337.976465 = -2821566.398485
  nChanged 6
		SP:Iteration 46Q (31762.100000 sec): 3 clusters
  Score: Raw -2824907.207808 + Penalty 3337.976465 = -2821569.231343
  nChanged 7
		SP:Iteration 47Q (31762.370000 sec): 3 clusters
  Score: Raw -2824910.177247 + Penalty 3337.976465 = -2821572.200782
  nChanged 7
		SP:Iteration 48Q (31762.650000 sec): 3 clusters
  Score: Raw -2824912.252085 + Penalty 3337.976465 = -2821574.275620
  nChanged 4
		SP:Iteration 49Q (31762.960000 sec): 3 clusters
  Score: Raw -2824914.149472 + Penalty 3337.976465 = -2821576.173007
  nChanged 4
		SP:Iteration 50Q (31763.280000 sec): 3 clusters
  Score: Raw -2824915.539907 + Penalty 3337.976465 = -2821577.563442
  nChanged 3
		SP:Iteration 51Q (31763.630000 sec): 3 clusters
  Score: Raw -2824916.660882 + Penalty 3337.976465 = -2821578.684417
  nChanged 3
		SP:Iteration 52Q (31763.970000 sec): 3 clusters
  Score: Raw -2824917.325770 + Penalty 3337.976465 = -2821579.349305
  nChanged 5
		SP:Iteration 53Q (31764.340000 sec): 3 clusters
  Score: Raw -2824918.194332 + Penalty 3337.976465 = -2821580.217867
  nChanged 3
		SP:Iteration 54Q (31764.650000 sec): 3 clusters
  Score: Raw -2824919.005961 + Penalty 3337.976465 = -2821581.029496
  nChanged 4
		SP:Iteration 55Q (31765.050000 sec): 3 clusters
  Score: Raw -2824920.076056 + Penalty 3337.976465 = -2821582.099591
  nChanged 2
		SP:Iteration 56Q (31765.350000 sec): 3 clusters
  Score: Raw -2824921.122813 + Penalty 3337.976465 = -2821583.146348
  nChanged 3
		SP:Iteration 57Q (31765.650000 sec): 3 clusters
  Score: Raw -2824922.136122 + Penalty 3337.976465 = -2821584.159657
  nChanged 1
		SP:Iteration 58Q (31765.930000 sec): 3 clusters
  Score: Raw -2824922.275733 + Penalty 3337.976465 = -2821584.299268
  nChanged 0
		SP:Iteration 59F (31766.250000 sec): 3 clusters
  Score: Raw -2824922.275733 + Penalty 3337.976465 = -2821584.299268
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (79358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31766.630000 sec): 2 clusters
  Score: Raw -8759380.440337 + Penalty 1833.280238 = -8757547.160099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31767.190000 sec): 3 clusters
  Score: Raw -8708204.975959 + Penalty 3666.560476 = -8704538.415483
  nChanged 37574
		SP:Iteration 1F (31767.700000 sec): 3 clusters
  Score: Raw -8730519.267866 + Penalty 3666.560476 = -8726852.707390
  nChanged 3761
		SP:Iteration 2Q (31768.230000 sec): 3 clusters
  Score: Raw -8731992.505010 + Penalty 3666.560476 = -8728325.944535
  nChanged 4053
		SP:Iteration 3F (31768.810000 sec): 3 clusters
  Score: Raw -8733698.996557 + Penalty 3666.560476 = -8730032.436082
  nChanged 4326
		SP:Iteration 4F (31769.420000 sec): 3 clusters
  Score: Raw -8735640.686532 + Penalty 3666.560476 = -8731974.126057
  nChanged 4615
		SP:Iteration 5F (31770.050000 sec): 3 clusters
  Score: Raw -8737760.945825 + Penalty 3666.560476 = -8734094.385349
  nChanged 4477
		SP:Iteration 6F (31770.650000 sec): 3 clusters
  Score: Raw -8739968.482814 + Penalty 3666.560476 = -8736301.922339
  nChanged 4582
		SP:Iteration 7F (31771.300000 sec): 3 clusters
  Score: Raw -8742547.926574 + Penalty 3666.560476 = -8738881.366099
  nChanged 4484
		SP:Iteration 8F (31771.910000 sec): 3 clusters
  Score: Raw -8745485.015144 + Penalty 3666.560476 = -8741818.454668
  nChanged 4272
		SP:Iteration 9F (31772.550000 sec): 3 clusters
  Score: Raw -8748704.126868 + Penalty 3666.560476 = -8745037.566392
  nChanged 3824
		SP:Iteration 10Q (31773.200000 sec): 3 clusters
  Score: Raw -8752011.903631 + Penalty 3666.560476 = -8748345.343155
  nChanged 3042
		SP:Iteration 11Q (31773.860000 sec): 3 clusters
  Score: Raw -8754929.086827 + Penalty 3666.560476 = -8751262.526352
  nChanged 2138
		SP:Iteration 12Q (31774.460000 sec): 3 clusters
  Score: Raw -8756981.261238 + Penalty 3666.560476 = -8753314.700763
  nChanged 1460
		SP:Iteration 13Q (31775.030000 sec): 3 clusters
  Score: Raw -8758152.870956 + Penalty 3666.560476 = -8754486.310481
  nChanged 1054
		SP:Iteration 14Q (31775.610000 sec): 3 clusters
  Score: Raw -8758863.669331 + Penalty 3666.560476 = -8755197.108856
  nChanged 795
		SP:Iteration 15Q (31776.180000 sec): 3 clusters
  Score: Raw -8759338.735929 + Penalty 3666.560476 = -8755672.175454
  nChanged 643
		SP:Iteration 16Q (31776.740000 sec): 3 clusters
  Score: Raw -8759673.537100 + Penalty 3666.560476 = -8756006.976624
  nChanged 533
		SP:Iteration 17Q (31777.300000 sec): 3 clusters
  Score: Raw -8759901.124677 + Penalty 3666.560476 = -8756234.564201
  nChanged 418
		SP:Iteration 18Q (31777.920000 sec): 3 clusters
  Score: Raw -8760069.053843 + Penalty 3666.560476 = -8756402.493368
  nChanged 363
		SP:Iteration 19Q (31778.480000 sec): 3 clusters
  Score: Raw -8760205.730887 + Penalty 3666.560476 = -8756539.170412
  nChanged 317
		SP:Iteration 20F (31779.080000 sec): 3 clusters
  Score: Raw -8760308.770819 + Penalty 3666.560476 = -8756642.210343
  nChanged 235
		SP:Iteration 21Q (31779.670000 sec): 3 clusters
  Score: Raw -8760376.035027 + Penalty 3666.560476 = -8756709.474552
  nChanged 189
		SP:Iteration 22Q (31780.200000 sec): 3 clusters
  Score: Raw -8760427.776897 + Penalty 3666.560476 = -8756761.216421
  nChanged 159
		SP:Iteration 23Q (31780.740000 sec): 3 clusters
  Score: Raw -8760471.817471 + Penalty 3666.560476 = -8756805.256996
  nChanged 153
		SP:Iteration 24Q (31781.320000 sec): 3 clusters
  Score: Raw -8760517.304675 + Penalty 3666.560476 = -8756850.744200
  nChanged 144
		SP:Iteration 25Q (31781.880000 sec): 3 clusters
  Score: Raw -8760558.088412 + Penalty 3666.560476 = -8756891.527937
  nChanged 115
		SP:Iteration 26Q (31782.440000 sec): 3 clusters
  Score: Raw -8760581.782259 + Penalty 3666.560476 = -8756915.221783
  nChanged 94
		SP:Iteration 27Q (31782.990000 sec): 3 clusters
  Score: Raw -8760599.840287 + Penalty 3666.560476 = -8756933.279811
  nChanged 86
		SP:Iteration 28Q (31783.560000 sec): 3 clusters
  Score: Raw -8760615.850336 + Penalty 3666.560476 = -8756949.289861
  nChanged 71
		SP:Iteration 29Q (31784.180000 sec): 3 clusters
  Score: Raw -8760629.872131 + Penalty 3666.560476 = -8756963.311655
  nChanged 69
		SP:Iteration 30Q (31784.760000 sec): 3 clusters
  Score: Raw -8760642.113861 + Penalty 3666.560476 = -8756975.553386
  nChanged 47
		SP:Iteration 31Q (31785.310000 sec): 3 clusters
  Score: Raw -8760648.827618 + Penalty 3666.560476 = -8756982.267142
  nChanged 37
		SP:Iteration 32Q (31785.820000 sec): 3 clusters
  Score: Raw -8760654.657548 + Penalty 3666.560476 = -8756988.097072
  nChanged 43
		SP:Iteration 33Q (31786.380000 sec): 3 clusters
  Score: Raw -8760661.272426 + Penalty 3666.560476 = -8756994.711951
  nChanged 40
		SP:Iteration 34Q (31786.980000 sec): 3 clusters
  Score: Raw -8760667.206930 + Penalty 3666.560476 = -8757000.646454
  nChanged 30
		SP:Iteration 35Q (31787.610000 sec): 3 clusters
  Score: Raw -8760670.856465 + Penalty 3666.560476 = -8757004.295989
  nChanged 36
		SP:Iteration 36Q (31788.120000 sec): 3 clusters
  Score: Raw -8760675.917414 + Penalty 3666.560476 = -8757009.356938
  nChanged 42
		SP:Iteration 37Q (31788.600000 sec): 3 clusters
  Score: Raw -8760683.105446 + Penalty 3666.560476 = -8757016.544971
  nChanged 40
		SP:Iteration 38Q (31789.130000 sec): 3 clusters
  Score: Raw -8760689.964884 + Penalty 3666.560476 = -8757023.404408
  nChanged 41
		SP:Iteration 39Q (31789.650000 sec): 3 clusters
  Score: Raw -8760697.058175 + Penalty 3666.560476 = -8757030.497699
  nChanged 39
		SP:Iteration 40F (31790.230000 sec): 3 clusters
  Score: Raw -8760702.891181 + Penalty 3666.560476 = -8757036.330705
  nChanged 38
		SP:Iteration 41Q (31790.830000 sec): 3 clusters
  Score: Raw -8760708.614089 + Penalty 3666.560476 = -8757042.053613
  nChanged 34
		SP:Iteration 42Q (31791.400000 sec): 3 clusters
  Score: Raw -8760714.083345 + Penalty 3666.560476 = -8757047.522869
  nChanged 31
		SP:Iteration 43Q (31791.950000 sec): 3 clusters
  Score: Raw -8760718.334961 + Penalty 3666.560476 = -8757051.774485
  nChanged 24
		SP:Iteration 44Q (31792.470000 sec): 3 clusters
  Score: Raw -8760721.665008 + Penalty 3666.560476 = -8757055.104532
  nChanged 14
		SP:Iteration 45Q (31793.070000 sec): 3 clusters
  Score: Raw -8760723.592833 + Penalty 3666.560476 = -8757057.032357
  nChanged 14
		SP:Iteration 46Q (31793.670000 sec): 3 clusters
  Score: Raw -8760725.064890 + Penalty 3666.560476 = -8757058.504415
  nChanged 16
		SP:Iteration 47Q (31794.240000 sec): 3 clusters
  Score: Raw -8760727.059744 + Penalty 3666.560476 = -8757060.499268
  nChanged 23
		SP:Iteration 48Q (31794.790000 sec): 3 clusters
  Score: Raw -8760730.111081 + Penalty 3666.560476 = -8757063.550606
  nChanged 19
		SP:Iteration 49Q (31795.380000 sec): 3 clusters
  Score: Raw -8760732.038401 + Penalty 3666.560476 = -8757065.477925
  nChanged 8
		SP:Iteration 50Q (31795.960000 sec): 3 clusters
  Score: Raw -8760732.891204 + Penalty 3666.560476 = -8757066.330728
  nChanged 8
		SP:Iteration 51Q (31796.520000 sec): 3 clusters
  Score: Raw -8760733.922065 + Penalty 3666.560476 = -8757067.361590
  nChanged 11
		SP:Iteration 52Q (31797.120000 sec): 3 clusters
  Score: Raw -8760735.507450 + Penalty 3666.560476 = -8757068.946974
  nChanged 12
		SP:Iteration 53Q (31797.710000 sec): 3 clusters
  Score: Raw -8760736.814669 + Penalty 3666.560476 = -8757070.254194
  nChanged 10
		SP:Iteration 54Q (31798.250000 sec): 3 clusters
  Score: Raw -8760737.859820 + Penalty 3666.560476 = -8757071.299344
  nChanged 4
		SP:Iteration 55Q (31798.770000 sec): 3 clusters
  Score: Raw -8760738.447931 + Penalty 3666.560476 = -8757071.887455
  nChanged 8
		SP:Iteration 56Q (31799.330000 sec): 3 clusters
  Score: Raw -8760738.932176 + Penalty 3666.560476 = -8757072.371700
  nChanged 3
		SP:Iteration 57Q (31799.930000 sec): 3 clusters
  Score: Raw -8760739.277167 + Penalty 3666.560476 = -8757072.716692
  nChanged 3
		SP:Iteration 58Q (31800.470000 sec): 3 clusters
  Score: Raw -8760739.605958 + Penalty 3666.560476 = -8757073.045483
  nChanged 4
		SP:Iteration 59Q (31801.030000 sec): 3 clusters
  Score: Raw -8760739.963769 + Penalty 3666.560476 = -8757073.403293
  nChanged 2
		SP:Iteration 60F (31801.650000 sec): 3 clusters
  Score: Raw -8760740.119728 + Penalty 3666.560476 = -8757073.559252
  nChanged 3
		SP:Iteration 61Q (31802.240000 sec): 3 clusters
  Score: Raw -8760740.491554 + Penalty 3666.560476 = -8757073.931078
  nChanged 2
		SP:Iteration 62Q (31802.800000 sec): 3 clusters
  Score: Raw -8760740.734649 + Penalty 3666.560476 = -8757074.174173
  nChanged 8
		SP:Iteration 63Q (31803.370000 sec): 3 clusters
  Score: Raw -8760741.489267 + Penalty 3666.560476 = -8757074.928792
  nChanged 10
		SP:Iteration 64Q (31803.900000 sec): 3 clusters
  Score: Raw -8760742.487051 + Penalty 3666.560476 = -8757075.926576
  nChanged 11
		SP:Iteration 65Q (31804.510000 sec): 3 clusters
  Score: Raw -8760743.805145 + Penalty 3666.560476 = -8757077.244670
  nChanged 17
		SP:Iteration 66Q (31805.060000 sec): 3 clusters
  Score: Raw -8760746.235523 + Penalty 3666.560476 = -8757079.675047
  nChanged 22
		SP:Iteration 67Q (31805.570000 sec): 3 clusters
  Score: Raw -8760749.486314 + Penalty 3666.560476 = -8757082.925839
  nChanged 18
		SP:Iteration 68Q (31806.070000 sec): 3 clusters
  Score: Raw -8760751.792444 + Penalty 3666.560476 = -8757085.231969
  nChanged 9
		SP:Iteration 69Q (31806.630000 sec): 3 clusters
  Score: Raw -8760752.479551 + Penalty 3666.560476 = -8757085.919076
  nChanged 9
		SP:Iteration 70Q (31807.220000 sec): 3 clusters
  Score: Raw -8760753.533593 + Penalty 3666.560476 = -8757086.973117
  nChanged 11
		SP:Iteration 71Q (31807.790000 sec): 3 clusters
  Score: Raw -8760754.595206 + Penalty 3666.560476 = -8757088.034731
  nChanged 1
		SP:Iteration 72Q (31808.330000 sec): 3 clusters
  Score: Raw -8760754.650342 + Penalty 3666.560476 = -8757088.089866
  nChanged 1
		SP:Iteration 73Q (31808.890000 sec): 3 clusters
  Score: Raw -8760754.797126 + Penalty 3666.560476 = -8757088.236651
  nChanged 3
		SP:Iteration 74Q (31809.400000 sec): 3 clusters
  Score: Raw -8760754.992952 + Penalty 3666.560476 = -8757088.432476
  nChanged 1
		SP:Iteration 75Q (31809.960000 sec): 3 clusters
  Score: Raw -8760755.130099 + Penalty 3666.560476 = -8757088.569623
  nChanged 3
		SP:Iteration 76Q (31810.490000 sec): 3 clusters
  Score: Raw -8760755.318696 + Penalty 3666.560476 = -8757088.758220
  nChanged 4
		SP:Iteration 77Q (31810.980000 sec): 3 clusters
  Score: Raw -8760755.611063 + Penalty 3666.560476 = -8757089.050587
  nChanged 1
		SP:Iteration 78Q (31811.510000 sec): 3 clusters
  Score: Raw -8760755.704766 + Penalty 3666.560476 = -8757089.144291
  nChanged 1
		SP:Iteration 79Q (31812.010000 sec): 3 clusters
  Score: Raw -8760755.996449 + Penalty 3666.560476 = -8757089.435974
  nChanged 6
		SP:Iteration 80F (31812.630000 sec): 3 clusters
  Score: Raw -8760756.873334 + Penalty 3666.560476 = -8757090.312859
  nChanged 7
		SP:Iteration 81Q (31813.180000 sec): 3 clusters
  Score: Raw -8760757.689634 + Penalty 3666.560476 = -8757091.129159
  nChanged 1
		SP:Iteration 82Q (31813.720000 sec): 3 clusters
  Score: Raw -8760757.748154 + Penalty 3666.560476 = -8757091.187678
  nChanged 1
		SP:Iteration 83Q (31814.220000 sec): 3 clusters
  Score: Raw -8760757.775506 + Penalty 3666.560476 = -8757091.215031
  nChanged 0
		SP:Iteration 84F (31814.750000 sec): 3 clusters
  Score: Raw -8760757.775506 + Penalty 3666.560476 = -8757091.215031
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (27979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31815.010000 sec): 2 clusters
  Score: Raw -2979516.344655 + Penalty 1663.871545 = -2977852.473110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31815.340000 sec): 3 clusters
  Score: Raw -2962456.482136 + Penalty 3327.743090 = -2959128.739046
  nChanged 12668
		SP:Iteration 1F (31815.670000 sec): 3 clusters
  Score: Raw -2969623.401821 + Penalty 3327.743090 = -2966295.658731
  nChanged 1569
		SP:Iteration 2F (31815.990000 sec): 3 clusters
  Score: Raw -2970337.225855 + Penalty 3327.743090 = -2967009.482765
  nChanged 1629
		SP:Iteration 3F (31816.310000 sec): 3 clusters
  Score: Raw -2971149.488910 + Penalty 3327.743090 = -2967821.745820
  nChanged 1681
		SP:Iteration 4F (31816.640000 sec): 3 clusters
  Score: Raw -2972149.120783 + Penalty 3327.743090 = -2968821.377693
  nChanged 1663
		SP:Iteration 5F (31816.990000 sec): 3 clusters
  Score: Raw -2973151.631379 + Penalty 3327.743090 = -2969823.888289
  nChanged 1580
		SP:Iteration 6F (31817.340000 sec): 3 clusters
  Score: Raw -2974166.543100 + Penalty 3327.743090 = -2970838.800010
  nChanged 1471
		SP:Iteration 7F (31817.750000 sec): 3 clusters
  Score: Raw -2975190.318051 + Penalty 3327.743090 = -2971862.574961
  nChanged 1304
		SP:Iteration 8Q (31818.130000 sec): 3 clusters
  Score: Raw -2976219.996405 + Penalty 3327.743090 = -2972892.253315
  nChanged 1192
		SP:Iteration 9Q (31818.480000 sec): 3 clusters
  Score: Raw -2977196.205783 + Penalty 3327.743090 = -2973868.462693
  nChanged 1011
		SP:Iteration 10Q (31818.830000 sec): 3 clusters
  Score: Raw -2977947.889138 + Penalty 3327.743090 = -2974620.146048
  nChanged 774
		SP:Iteration 11Q (31819.240000 sec): 3 clusters
  Score: Raw -2978466.221354 + Penalty 3327.743090 = -2975138.478264
  nChanged 616
		SP:Iteration 12Q (31819.600000 sec): 3 clusters
  Score: Raw -2978825.314002 + Penalty 3327.743090 = -2975497.570912
  nChanged 474
		SP:Iteration 13Q (31820.010000 sec): 3 clusters
  Score: Raw -2979074.857247 + Penalty 3327.743090 = -2975747.114157
  nChanged 401
		SP:Iteration 14Q (31820.360000 sec): 3 clusters
  Score: Raw -2979280.236126 + Penalty 3327.743090 = -2975952.493036
  nChanged 328
		SP:Iteration 15Q (31820.670000 sec): 3 clusters
  Score: Raw -2979432.933271 + Penalty 3327.743090 = -2976105.190181
  nChanged 278
		SP:Iteration 16Q (31821.030000 sec): 3 clusters
  Score: Raw -2979570.395634 + Penalty 3327.743090 = -2976242.652544
  nChanged 240
		SP:Iteration 17Q (31821.390000 sec): 3 clusters
  Score: Raw -2979681.613318 + Penalty 3327.743090 = -2976353.870228
  nChanged 193
		SP:Iteration 18Q (31821.780000 sec): 3 clusters
  Score: Raw -2979765.211329 + Penalty 3327.743090 = -2976437.468239
  nChanged 165
		SP:Iteration 19Q (31822.160000 sec): 3 clusters
  Score: Raw -2979831.354055 + Penalty 3327.743090 = -2976503.610965
  nChanged 141
		SP:Iteration 20F (31822.530000 sec): 3 clusters
  Score: Raw -2979896.341962 + Penalty 3327.743090 = -2976568.598872
  nChanged 130
		SP:Iteration 21Q (31822.900000 sec): 3 clusters
  Score: Raw -2979958.292608 + Penalty 3327.743090 = -2976630.549518
  nChanged 125
		SP:Iteration 22Q (31823.240000 sec): 3 clusters
  Score: Raw -2980017.680807 + Penalty 3327.743090 = -2976689.937717
  nChanged 126
		SP:Iteration 23Q (31823.560000 sec): 3 clusters
  Score: Raw -2980080.500499 + Penalty 3327.743090 = -2976752.757409
  nChanged 112
		SP:Iteration 24Q (31823.920000 sec): 3 clusters
  Score: Raw -2980133.820908 + Penalty 3327.743090 = -2976806.077818
  nChanged 100
		SP:Iteration 25Q (31824.250000 sec): 3 clusters
  Score: Raw -2980180.347219 + Penalty 3327.743090 = -2976852.604129
  nChanged 72
		SP:Iteration 26Q (31824.580000 sec): 3 clusters
  Score: Raw -2980211.575383 + Penalty 3327.743090 = -2976883.832293
  nChanged 72
		SP:Iteration 27Q (31824.980000 sec): 3 clusters
  Score: Raw -2980239.591767 + Penalty 3327.743090 = -2976911.848677
  nChanged 60
		SP:Iteration 28Q (31825.360000 sec): 3 clusters
  Score: Raw -2980257.126206 + Penalty 3327.743090 = -2976929.383116
  nChanged 47
		SP:Iteration 29Q (31825.650000 sec): 3 clusters
  Score: Raw -2980271.192795 + Penalty 3327.743090 = -2976943.449705
  nChanged 49
		SP:Iteration 30Q (31825.990000 sec): 3 clusters
  Score: Raw -2980285.365028 + Penalty 3327.743090 = -2976957.621938
  nChanged 46
		SP:Iteration 31Q (31826.300000 sec): 3 clusters
  Score: Raw -2980298.001358 + Penalty 3327.743090 = -2976970.258268
  nChanged 36
		SP:Iteration 32Q (31826.600000 sec): 3 clusters
  Score: Raw -2980308.530667 + Penalty 3327.743090 = -2976980.787577
  nChanged 26
		SP:Iteration 33Q (31826.900000 sec): 3 clusters
  Score: Raw -2980316.302882 + Penalty 3327.743090 = -2976988.559792
  nChanged 21
		SP:Iteration 34Q (31827.270000 sec): 3 clusters
  Score: Raw -2980322.564544 + Penalty 3327.743090 = -2976994.821454
  nChanged 30
		SP:Iteration 35Q (31827.650000 sec): 3 clusters
  Score: Raw -2980331.078301 + Penalty 3327.743090 = -2977003.335211
  nChanged 31
		SP:Iteration 36Q (31827.990000 sec): 3 clusters
  Score: Raw -2980338.273300 + Penalty 3327.743090 = -2977010.530210
  nChanged 23
		SP:Iteration 37Q (31828.320000 sec): 3 clusters
  Score: Raw -2980343.813825 + Penalty 3327.743090 = -2977016.070735
  nChanged 23
		SP:Iteration 38Q (31828.690000 sec): 3 clusters
  Score: Raw -2980349.029231 + Penalty 3327.743090 = -2977021.286141
  nChanged 17
		SP:Iteration 39Q (31829.050000 sec): 3 clusters
  Score: Raw -2980352.474768 + Penalty 3327.743090 = -2977024.731678
  nChanged 11
		SP:Iteration 40F (31829.370000 sec): 3 clusters
  Score: Raw -2980354.645986 + Penalty 3327.743090 = -2977026.902896
  nChanged 11
		SP:Iteration 41Q (31829.730000 sec): 3 clusters
  Score: Raw -2980356.871067 + Penalty 3327.743090 = -2977029.127977
  nChanged 11
		SP:Iteration 42Q (31830.100000 sec): 3 clusters
  Score: Raw -2980359.579293 + Penalty 3327.743090 = -2977031.836203
  nChanged 12
		SP:Iteration 43Q (31830.490000 sec): 3 clusters
  Score: Raw -2980363.012738 + Penalty 3327.743090 = -2977035.269648
  nChanged 11
		SP:Iteration 44Q (31830.890000 sec): 3 clusters
  Score: Raw -2980365.354508 + Penalty 3327.743090 = -2977037.611418
  nChanged 7
		SP:Iteration 45Q (31831.280000 sec): 3 clusters
  Score: Raw -2980366.700390 + Penalty 3327.743090 = -2977038.957300
  nChanged 7
		SP:Iteration 46Q (31831.600000 sec): 3 clusters
  Score: Raw -2980368.361425 + Penalty 3327.743090 = -2977040.618335
  nChanged 5
		SP:Iteration 47Q (31831.920000 sec): 3 clusters
  Score: Raw -2980369.602281 + Penalty 3327.743090 = -2977041.859191
  nChanged 5
		SP:Iteration 48Q (31832.310000 sec): 3 clusters
  Score: Raw -2980371.004707 + Penalty 3327.743090 = -2977043.261617
  nChanged 4
		SP:Iteration 49Q (31832.660000 sec): 3 clusters
  Score: Raw -2980371.874850 + Penalty 3327.743090 = -2977044.131760
  nChanged 3
		SP:Iteration 50Q (31832.930000 sec): 3 clusters
  Score: Raw -2980372.422204 + Penalty 3327.743090 = -2977044.679114
  nChanged 3
		SP:Iteration 51Q (31833.230000 sec): 3 clusters
  Score: Raw -2980373.630919 + Penalty 3327.743090 = -2977045.887829
  nChanged 1
		SP:Iteration 52Q (31833.580000 sec): 3 clusters
  Score: Raw -2980373.906338 + Penalty 3327.743090 = -2977046.163248
  nChanged 2
		SP:Iteration 53Q (31833.950000 sec): 3 clusters
  Score: Raw -2980374.401598 + Penalty 3327.743090 = -2977046.658508
  nChanged 5
		SP:Iteration 54Q (31834.300000 sec): 3 clusters
  Score: Raw -2980375.035633 + Penalty 3327.743090 = -2977047.292543
  nChanged 3
		SP:Iteration 55Q (31834.620000 sec): 3 clusters
  Score: Raw -2980375.460796 + Penalty 3327.743090 = -2977047.717706
  nChanged 3
		SP:Iteration 56Q (31834.990000 sec): 3 clusters
  Score: Raw -2980376.071413 + Penalty 3327.743090 = -2977048.328323
  nChanged 3
		SP:Iteration 57Q (31835.350000 sec): 3 clusters
  Score: Raw -2980376.769704 + Penalty 3327.743090 = -2977049.026614
  nChanged 5
		SP:Iteration 58Q (31835.670000 sec): 3 clusters
  Score: Raw -2980378.004995 + Penalty 3327.743090 = -2977050.261905
  nChanged 5
		SP:Iteration 59Q (31835.990000 sec): 3 clusters
  Score: Raw -2980379.462214 + Penalty 3327.743090 = -2977051.719124
  nChanged 8
		SP:Iteration 60F (31836.330000 sec): 3 clusters
  Score: Raw -2980381.809464 + Penalty 3327.743090 = -2977054.066374
  nChanged 7
		SP:Iteration 61Q (31836.680000 sec): 3 clusters
  Score: Raw -2980383.289748 + Penalty 3327.743090 = -2977055.546658
  nChanged 7
		SP:Iteration 62Q (31837.010000 sec): 3 clusters
  Score: Raw -2980385.038626 + Penalty 3327.743090 = -2977057.295536
  nChanged 6
		SP:Iteration 63Q (31837.360000 sec): 3 clusters
  Score: Raw -2980385.936195 + Penalty 3327.743090 = -2977058.193105
  nChanged 3
		SP:Iteration 64Q (31837.730000 sec): 3 clusters
  Score: Raw -2980386.513880 + Penalty 3327.743090 = -2977058.770790
  nChanged 1
		SP:Iteration 65Q (31838.090000 sec): 3 clusters
  Score: Raw -2980386.774086 + Penalty 3327.743090 = -2977059.030996
  nChanged 1
		SP:Iteration 66Q (31838.470000 sec): 3 clusters
  Score: Raw -2980387.111292 + Penalty 3327.743090 = -2977059.368202
  nChanged 4
		SP:Iteration 67Q (31838.790000 sec): 3 clusters
  Score: Raw -2980387.706603 + Penalty 3327.743090 = -2977059.963513
  nChanged 2
		SP:Iteration 68Q (31839.160000 sec): 3 clusters
  Score: Raw -2980387.902841 + Penalty 3327.743090 = -2977060.159750
  nChanged 2
		SP:Iteration 69Q (31839.560000 sec): 3 clusters
  Score: Raw -2980388.206979 + Penalty 3327.743090 = -2977060.463889
  nChanged 1
		SP:Iteration 70Q (31839.950000 sec): 3 clusters
  Score: Raw -2980388.443726 + Penalty 3327.743090 = -2977060.700636
  nChanged 1
		SP:Iteration 71Q (31840.260000 sec): 3 clusters
  Score: Raw -2980388.594884 + Penalty 3327.743090 = -2977060.851794
  nChanged 0
		SP:Iteration 72F (31840.590000 sec): 3 clusters
  Score: Raw -2980388.594884 + Penalty 3327.743090 = -2977060.851794
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (12016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31840.720000 sec): 2 clusters
  Score: Raw -1208428.844236 + Penalty 1526.524086 = -1206902.320150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31841.010000 sec): 3 clusters
  Score: Raw -1201478.697564 + Penalty 3053.048172 = -1198425.649392
  nChanged 5214
		SP:Iteration 1F (31841.300000 sec): 3 clusters
  Score: Raw -1204362.184451 + Penalty 3053.048172 = -1201309.136280
  nChanged 731
		SP:Iteration 2F (31841.590000 sec): 3 clusters
  Score: Raw -1204679.973618 + Penalty 3053.048172 = -1201626.925446
  nChanged 601
		SP:Iteration 3F (31841.800000 sec): 3 clusters
  Score: Raw -1204932.888380 + Penalty 3053.048172 = -1201879.840208
  nChanged 526
		SP:Iteration 4Q (31842.100000 sec): 3 clusters
  Score: Raw -1205179.217804 + Penalty 3053.048172 = -1202126.169633
  nChanged 529
		SP:Iteration 5Q (31842.340000 sec): 3 clusters
  Score: Raw -1205438.817233 + Penalty 3053.048172 = -1202385.769062
  nChanged 521
		SP:Iteration 6Q (31842.680000 sec): 3 clusters
  Score: Raw -1205707.891531 + Penalty 3053.048172 = -1202654.843360
  nChanged 519
		SP:Iteration 7Q (31842.950000 sec): 3 clusters
  Score: Raw -1205982.472303 + Penalty 3053.048172 = -1202929.424131
  nChanged 505
		SP:Iteration 8Q (31843.180000 sec): 3 clusters
  Score: Raw -1206252.001463 + Penalty 3053.048172 = -1203198.953291
  nChanged 481
		SP:Iteration 9Q (31843.440000 sec): 3 clusters
  Score: Raw -1206481.793528 + Penalty 3053.048172 = -1203428.745356
  nChanged 428
		SP:Iteration 10Q (31843.630000 sec): 3 clusters
  Score: Raw -1206672.852321 + Penalty 3053.048172 = -1203619.804149
  nChanged 379
		SP:Iteration 11Q (31843.870000 sec): 3 clusters
  Score: Raw -1206828.692128 + Penalty 3053.048172 = -1203775.643957
  nChanged 322
		SP:Iteration 12Q (31844.110000 sec): 3 clusters
  Score: Raw -1206940.516364 + Penalty 3053.048172 = -1203887.468193
  nChanged 283
		SP:Iteration 13Q (31844.350000 sec): 3 clusters
  Score: Raw -1207025.338296 + Penalty 3053.048172 = -1203972.290124
  nChanged 220
		SP:Iteration 14Q (31844.600000 sec): 3 clusters
  Score: Raw -1207089.040055 + Penalty 3053.048172 = -1204035.991883
  nChanged 211
		SP:Iteration 15Q (31844.800000 sec): 3 clusters
  Score: Raw -1207151.492964 + Penalty 3053.048172 = -1204098.444792
  nChanged 201
		SP:Iteration 16Q (31845.050000 sec): 3 clusters
  Score: Raw -1207214.022515 + Penalty 3053.048172 = -1204160.974344
  nChanged 199
		SP:Iteration 17Q (31845.340000 sec): 3 clusters
  Score: Raw -1207274.759180 + Penalty 3053.048172 = -1204221.711008
  nChanged 192
		SP:Iteration 18Q (31845.560000 sec): 3 clusters
  Score: Raw -1207326.673197 + Penalty 3053.048172 = -1204273.625025
  nChanged 175
		SP:Iteration 19Q (31845.790000 sec): 3 clusters
  Score: Raw -1207375.093162 + Penalty 3053.048172 = -1204322.044990
  nChanged 155
		SP:Iteration 20F (31846.060000 sec): 3 clusters
  Score: Raw -1207415.085868 + Penalty 3053.048172 = -1204362.037696
  nChanged 166
		SP:Iteration 21Q (31846.270000 sec): 3 clusters
  Score: Raw -1207464.935920 + Penalty 3053.048172 = -1204411.887748
  nChanged 153
		SP:Iteration 22Q (31846.530000 sec): 3 clusters
  Score: Raw -1207509.906579 + Penalty 3053.048172 = -1204456.858408
  nChanged 164
		SP:Iteration 23Q (31846.760000 sec): 3 clusters
  Score: Raw -1207559.919679 + Penalty 3053.048172 = -1204506.871507
  nChanged 166
		SP:Iteration 24Q (31847.060000 sec): 3 clusters
  Score: Raw -1207618.839699 + Penalty 3053.048172 = -1204565.791528
  nChanged 177
		SP:Iteration 25Q (31847.340000 sec): 3 clusters
  Score: Raw -1207686.556310 + Penalty 3053.048172 = -1204633.508139
  nChanged 178
		SP:Iteration 26Q (31847.630000 sec): 3 clusters
  Score: Raw -1207745.819349 + Penalty 3053.048172 = -1204692.771178
  nChanged 167
		SP:Iteration 27Q (31847.860000 sec): 3 clusters
  Score: Raw -1207801.189050 + Penalty 3053.048172 = -1204748.140878
  nChanged 154
		SP:Iteration 28Q (31848.100000 sec): 3 clusters
  Score: Raw -1207849.752948 + Penalty 3053.048172 = -1204796.704777
  nChanged 152
		SP:Iteration 29Q (31848.340000 sec): 3 clusters
  Score: Raw -1207889.342070 + Penalty 3053.048172 = -1204836.293898
  nChanged 131
		SP:Iteration 30Q (31848.610000 sec): 3 clusters
  Score: Raw -1207922.476645 + Penalty 3053.048172 = -1204869.428474
  nChanged 119
		SP:Iteration 31Q (31848.900000 sec): 3 clusters
  Score: Raw -1207955.276303 + Penalty 3053.048172 = -1204902.228132
  nChanged 126
		SP:Iteration 32Q (31849.180000 sec): 3 clusters
  Score: Raw -1207997.445253 + Penalty 3053.048172 = -1204944.397081
  nChanged 133
		SP:Iteration 33Q (31849.430000 sec): 3 clusters
  Score: Raw -1208039.161408 + Penalty 3053.048172 = -1204986.113237
  nChanged 127
		SP:Iteration 34Q (31849.680000 sec): 3 clusters
  Score: Raw -1208082.592518 + Penalty 3053.048172 = -1205029.544347
  nChanged 123
		SP:Iteration 35Q (31849.920000 sec): 3 clusters
  Score: Raw -1208118.464371 + Penalty 3053.048172 = -1205065.416199
  nChanged 105
		SP:Iteration 36Q (31850.160000 sec): 3 clusters
  Score: Raw -1208148.597343 + Penalty 3053.048172 = -1205095.549171
  nChanged 107
		SP:Iteration 37Q (31850.470000 sec): 3 clusters
  Score: Raw -1208183.150135 + Penalty 3053.048172 = -1205130.101964
  nChanged 116
		SP:Iteration 38Q (31850.720000 sec): 3 clusters
  Score: Raw -1208215.719907 + Penalty 3053.048172 = -1205162.671736
  nChanged 111
		SP:Iteration 39Q (31851.000000 sec): 3 clusters
  Score: Raw -1208248.690045 + Penalty 3053.048172 = -1205195.641874
  nChanged 108
		SP:Iteration 40F (31851.200000 sec): 3 clusters
  Score: Raw -1208278.557736 + Penalty 3053.048172 = -1205225.509565
  nChanged 102
		SP:Iteration 41Q (31851.510000 sec): 3 clusters
  Score: Raw -1208311.028145 + Penalty 3053.048172 = -1205257.979974
  nChanged 93
		SP:Iteration 42Q (31851.810000 sec): 3 clusters
  Score: Raw -1208332.682827 + Penalty 3053.048172 = -1205279.634655
  nChanged 86
		SP:Iteration 43Q (31852.070000 sec): 3 clusters
  Score: Raw -1208354.302128 + Penalty 3053.048172 = -1205301.253957
  nChanged 68
		SP:Iteration 44Q (31852.320000 sec): 3 clusters
  Score: Raw -1208369.256319 + Penalty 3053.048172 = -1205316.208147
  nChanged 56
		SP:Iteration 45Q (31852.630000 sec): 3 clusters
  Score: Raw -1208380.860831 + Penalty 3053.048172 = -1205327.812660
  nChanged 52
		SP:Iteration 46Q (31852.890000 sec): 3 clusters
  Score: Raw -1208391.755308 + Penalty 3053.048172 = -1205338.707136
  nChanged 59
		SP:Iteration 47Q (31853.220000 sec): 3 clusters
  Score: Raw -1208404.995676 + Penalty 3053.048172 = -1205351.947504
  nChanged 65
		SP:Iteration 48Q (31853.440000 sec): 3 clusters
  Score: Raw -1208420.210306 + Penalty 3053.048172 = -1205367.162134
  nChanged 64
		SP:Iteration 49Q (31853.720000 sec): 3 clusters
  Score: Raw -1208431.786213 + Penalty 3053.048172 = -1205378.738041
  nChanged 52
		SP:Iteration 50Q (31853.960000 sec): 3 clusters
  Score: Raw -1208441.212334 + Penalty 3053.048172 = -1205388.164162
  nChanged 42
		SP:Iteration 51Q (31854.220000 sec): 3 clusters
  Score: Raw -1208450.558341 + Penalty 3053.048172 = -1205397.510169
  nChanged 49
		SP:Iteration 52Q (31854.470000 sec): 3 clusters
  Score: Raw -1208459.845991 + Penalty 3053.048172 = -1205406.797820
  nChanged 42
		SP:Iteration 53Q (31854.780000 sec): 3 clusters
  Score: Raw -1208467.738786 + Penalty 3053.048172 = -1205414.690615
  nChanged 38
		SP:Iteration 54Q (31855.040000 sec): 3 clusters
  Score: Raw -1208475.599509 + Penalty 3053.048172 = -1205422.551338
  nChanged 43
		SP:Iteration 55Q (31855.280000 sec): 3 clusters
  Score: Raw -1208484.967245 + Penalty 3053.048172 = -1205431.919074
  nChanged 46
		SP:Iteration 56Q (31855.560000 sec): 3 clusters
  Score: Raw -1208495.225639 + Penalty 3053.048172 = -1205442.177467
  nChanged 56
		SP:Iteration 57Q (31855.790000 sec): 3 clusters
  Score: Raw -1208508.432362 + Penalty 3053.048172 = -1205455.384190
  nChanged 56
		SP:Iteration 58Q (31856.030000 sec): 3 clusters
  Score: Raw -1208519.730139 + Penalty 3053.048172 = -1205466.681967
  nChanged 58
		SP:Iteration 59Q (31856.350000 sec): 3 clusters
  Score: Raw -1208534.213633 + Penalty 3053.048172 = -1205481.165462
  nChanged 51
		SP:Iteration 60F (31856.600000 sec): 3 clusters
  Score: Raw -1208546.452717 + Penalty 3053.048172 = -1205493.404546
  nChanged 50
		SP:Iteration 61Q (31856.880000 sec): 3 clusters
  Score: Raw -1208557.315555 + Penalty 3053.048172 = -1205504.267383
  nChanged 48
		SP:Iteration 62Q (31857.110000 sec): 3 clusters
  Score: Raw -1208566.757721 + Penalty 3053.048172 = -1205513.709549
  nChanged 53
		SP:Iteration 63Q (31857.350000 sec): 3 clusters
  Score: Raw -1208575.931045 + Penalty 3053.048172 = -1205522.882874
  nChanged 33
		SP:Iteration 64Q (31857.650000 sec): 3 clusters
  Score: Raw -1208580.936487 + Penalty 3053.048172 = -1205527.888316
  nChanged 26
		SP:Iteration 65Q (31857.900000 sec): 3 clusters
  Score: Raw -1208584.614812 + Penalty 3053.048172 = -1205531.566640
  nChanged 24
		SP:Iteration 66Q (31858.130000 sec): 3 clusters
  Score: Raw -1208589.125129 + Penalty 3053.048172 = -1205536.076957
  nChanged 32
		SP:Iteration 67Q (31858.360000 sec): 3 clusters
  Score: Raw -1208596.705411 + Penalty 3053.048172 = -1205543.657239
  nChanged 33
		SP:Iteration 68Q (31858.630000 sec): 3 clusters
  Score: Raw -1208602.451520 + Penalty 3053.048172 = -1205549.403348
  nChanged 24
		SP:Iteration 69Q (31858.860000 sec): 3 clusters
  Score: Raw -1208605.967595 + Penalty 3053.048172 = -1205552.919423
  nChanged 27
		SP:Iteration 70Q (31859.090000 sec): 3 clusters
  Score: Raw -1208611.266873 + Penalty 3053.048172 = -1205558.218702
  nChanged 34
		SP:Iteration 71Q (31859.310000 sec): 3 clusters
  Score: Raw -1208617.895684 + Penalty 3053.048172 = -1205564.847512
  nChanged 30
		SP:Iteration 72Q (31859.540000 sec): 3 clusters
  Score: Raw -1208622.794955 + Penalty 3053.048172 = -1205569.746783
  nChanged 22
		SP:Iteration 73Q (31859.770000 sec): 3 clusters
  Score: Raw -1208625.993477 + Penalty 3053.048172 = -1205572.945305
  nChanged 21
		SP:Iteration 74Q (31860.020000 sec): 3 clusters
  Score: Raw -1208629.513108 + Penalty 3053.048172 = -1205576.464936
  nChanged 27
		SP:Iteration 75Q (31860.270000 sec): 3 clusters
  Score: Raw -1208634.904595 + Penalty 3053.048172 = -1205581.856424
  nChanged 35
		SP:Iteration 76Q (31860.460000 sec): 3 clusters
  Score: Raw -1208642.616991 + Penalty 3053.048172 = -1205589.568819
  nChanged 38
		SP:Iteration 77Q (31860.710000 sec): 3 clusters
  Score: Raw -1208649.867934 + Penalty 3053.048172 = -1205596.819762
  nChanged 24
		SP:Iteration 78Q (31860.950000 sec): 3 clusters
  Score: Raw -1208653.439249 + Penalty 3053.048172 = -1205600.391078
  nChanged 19
		SP:Iteration 79Q (31861.160000 sec): 3 clusters
  Score: Raw -1208655.373482 + Penalty 3053.048172 = -1205602.325310
  nChanged 6
		SP:Iteration 80F (31861.410000 sec): 3 clusters
  Score: Raw -1208656.154623 + Penalty 3053.048172 = -1205603.106451
  nChanged 8
		SP:Iteration 81Q (31861.640000 sec): 3 clusters
  Score: Raw -1208657.163916 + Penalty 3053.048172 = -1205604.115744
  nChanged 7
		SP:Iteration 82Q (31861.860000 sec): 3 clusters
  Score: Raw -1208657.974010 + Penalty 3053.048172 = -1205604.925839
  nChanged 6
		SP:Iteration 83Q (31862.080000 sec): 3 clusters
  Score: Raw -1208659.223792 + Penalty 3053.048172 = -1205606.175621
  nChanged 10
		SP:Iteration 84Q (31862.290000 sec): 3 clusters
  Score: Raw -1208660.461378 + Penalty 3053.048172 = -1205607.413206
  nChanged 9
		SP:Iteration 85Q (31862.570000 sec): 3 clusters
  Score: Raw -1208661.442815 + Penalty 3053.048172 = -1205608.394644
  nChanged 4
		SP:Iteration 86Q (31862.790000 sec): 3 clusters
  Score: Raw -1208661.930409 + Penalty 3053.048172 = -1205608.882237
  nChanged 4
		SP:Iteration 87Q (31862.960000 sec): 3 clusters
  Score: Raw -1208662.654893 + Penalty 3053.048172 = -1205609.606721
  nChanged 4
		SP:Iteration 88Q (31863.180000 sec): 3 clusters
  Score: Raw -1208663.207565 + Penalty 3053.048172 = -1205610.159393
  nChanged 3
		SP:Iteration 89Q (31863.430000 sec): 3 clusters
  Score: Raw -1208663.541038 + Penalty 3053.048172 = -1205610.492866
  nChanged 7
		SP:Iteration 90Q (31863.640000 sec): 3 clusters
  Score: Raw -1208664.404924 + Penalty 3053.048172 = -1205611.356753
  nChanged 7
		SP:Iteration 91Q (31863.850000 sec): 3 clusters
  Score: Raw -1208665.349149 + Penalty 3053.048172 = -1205612.300978
  nChanged 6
		SP:Iteration 92Q (31864.100000 sec): 3 clusters
  Score: Raw -1208666.404853 + Penalty 3053.048172 = -1205613.356681
  nChanged 7
		SP:Iteration 93Q (31864.360000 sec): 3 clusters
  Score: Raw -1208667.373872 + Penalty 3053.048172 = -1205614.325700
  nChanged 4
		SP:Iteration 94Q (31864.610000 sec): 3 clusters
  Score: Raw -1208667.927029 + Penalty 3053.048172 = -1205614.878858
  nChanged 4
		SP:Iteration 95Q (31864.820000 sec): 3 clusters
  Score: Raw -1208668.462082 + Penalty 3053.048172 = -1205615.413911
  nChanged 6
		SP:Iteration 96Q (31865.010000 sec): 3 clusters
  Score: Raw -1208669.259717 + Penalty 3053.048172 = -1205616.211545
  nChanged 5
		SP:Iteration 97Q (31865.250000 sec): 3 clusters
  Score: Raw -1208669.866626 + Penalty 3053.048172 = -1205616.818454
  nChanged 10
		SP:Iteration 98Q (31865.480000 sec): 3 clusters
  Score: Raw -1208671.186578 + Penalty 3053.048172 = -1205618.138406
  nChanged 9
		SP:Iteration 99Q (31865.730000 sec): 3 clusters
  Score: Raw -1208672.375649 + Penalty 3053.048172 = -1205619.327477
  nChanged 6
		SP:Iteration 100F (31865.920000 sec): 3 clusters
  Score: Raw -1208673.094793 + Penalty 3053.048172 = -1205620.046622
  nChanged 8
		SP:Iteration 101Q (31866.160000 sec): 3 clusters
  Score: Raw -1208674.209561 + Penalty 3053.048172 = -1205621.161390
  nChanged 6
		SP:Iteration 102Q (31866.400000 sec): 3 clusters
  Score: Raw -1208674.755875 + Penalty 3053.048172 = -1205621.707703
  nChanged 2
		SP:Iteration 103Q (31866.600000 sec): 3 clusters
  Score: Raw -1208674.918182 + Penalty 3053.048172 = -1205621.870010
  nChanged 2
		SP:Iteration 104Q (31866.820000 sec): 3 clusters
  Score: Raw -1208675.275234 + Penalty 3053.048172 = -1205622.227062
  nChanged 1
		SP:Iteration 105Q (31867.010000 sec): 3 clusters
  Score: Raw -1208675.324108 + Penalty 3053.048172 = -1205622.275936
  nChanged 0
		SP:Iteration 106F (31867.260000 sec): 3 clusters
  Score: Raw -1208675.324108 + Penalty 3053.048172 = -1205622.275936
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (264251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31868.350000 sec): 2 clusters
  Score: Raw -30553728.812495 + Penalty 2028.756387 = -30551700.056108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31869.580000 sec): 3 clusters
  Score: Raw -30377816.758714 + Penalty 4057.512774 = -30373759.245941
  nChanged 128408
		SP:Iteration 1F (31870.800000 sec): 3 clusters
  Score: Raw -30454839.537979 + Penalty 4057.512774 = -30450782.025206
  nChanged 7691
		SP:Iteration 2Q (31872.210000 sec): 3 clusters
  Score: Raw -30456522.267433 + Penalty 4057.512774 = -30452464.754659
  nChanged 8192
		SP:Iteration 3Q (31873.640000 sec): 3 clusters
  Score: Raw -30458573.528339 + Penalty 4057.512774 = -30454516.015565
  nChanged 9103
		SP:Iteration 4Q (31875.010000 sec): 3 clusters
  Score: Raw -30461099.071483 + Penalty 4057.512774 = -30457041.558709
  nChanged 9879
		SP:Iteration 5Q (31876.360000 sec): 3 clusters
  Score: Raw -30464213.749576 + Penalty 4057.512774 = -30460156.236802
  nChanged 10811
		SP:Iteration 6Q (31877.810000 sec): 3 clusters
  Score: Raw -30468054.605638 + Penalty 4057.512774 = -30463997.092865
  nChanged 11839
		SP:Iteration 7Q (31879.220000 sec): 3 clusters
  Score: Raw -30472799.747416 + Penalty 4057.512774 = -30468742.234642
  nChanged 12694
		SP:Iteration 8Q (31880.710000 sec): 3 clusters
  Score: Raw -30478766.116915 + Penalty 4057.512774 = -30474708.604141
  nChanged 13538
		SP:Iteration 9F (31882.010000 sec): 3 clusters
  Score: Raw -30486463.677729 + Penalty 4057.512774 = -30482406.164955
  nChanged 14022
		SP:Iteration 10F (31883.240000 sec): 3 clusters
  Score: Raw -30495815.267216 + Penalty 4057.512774 = -30491757.754442
  nChanged 13669
		SP:Iteration 11F (31884.540000 sec): 3 clusters
  Score: Raw -30505322.722881 + Penalty 4057.512774 = -30501265.210107
  nChanged 11887
		SP:Iteration 12Q (31885.930000 sec): 3 clusters
  Score: Raw -30512343.038377 + Penalty 4057.512774 = -30508285.525604
  nChanged 8972
		SP:Iteration 13Q (31887.380000 sec): 3 clusters
  Score: Raw -30516282.229844 + Penalty 4057.512774 = -30512224.717070
  nChanged 6348
		SP:Iteration 14Q (31888.760000 sec): 3 clusters
  Score: Raw -30518624.008745 + Penalty 4057.512774 = -30514566.495972
  nChanged 5276
		SP:Iteration 15Q (31890.180000 sec): 3 clusters
  Score: Raw -30520607.116107 + Penalty 4057.512774 = -30516549.603333
  nChanged 4966
		SP:Iteration 16Q (31891.520000 sec): 3 clusters
  Score: Raw -30522523.393373 + Penalty 4057.512774 = -30518465.880599
  nChanged 4910
		SP:Iteration 17Q (31892.820000 sec): 3 clusters
  Score: Raw -30524455.041750 + Penalty 4057.512774 = -30520397.528977
  nChanged 4871
		SP:Iteration 18Q (31894.170000 sec): 3 clusters
  Score: Raw -30526474.403578 + Penalty 4057.512774 = -30522416.890805
  nChanged 4840
		SP:Iteration 19Q (31895.510000 sec): 3 clusters
  Score: Raw -30528556.106142 + Penalty 4057.512774 = -30524498.593368
  nChanged 4772
		SP:Iteration 20F (31896.910000 sec): 3 clusters
  Score: Raw -30530635.183867 + Penalty 4057.512774 = -30526577.671093
  nChanged 4581
		SP:Iteration 21Q (31898.250000 sec): 3 clusters
  Score: Raw -30532636.889335 + Penalty 4057.512774 = -30528579.376562
  nChanged 4366
		SP:Iteration 22Q (31899.630000 sec): 3 clusters
  Score: Raw -30534536.599633 + Penalty 4057.512774 = -30530479.086859
  nChanged 4088
		SP:Iteration 23Q (31901.040000 sec): 3 clusters
  Score: Raw -30536339.834127 + Penalty 4057.512774 = -30532282.321353
  nChanged 3951
		SP:Iteration 24Q (31902.410000 sec): 3 clusters
  Score: Raw -30538131.299131 + Penalty 4057.512774 = -30534073.786357
  nChanged 3764
		SP:Iteration 25Q (31903.760000 sec): 3 clusters
  Score: Raw -30539913.135658 + Penalty 4057.512774 = -30535855.622884
  nChanged 3588
		SP:Iteration 26Q (31905.150000 sec): 3 clusters
  Score: Raw -30541655.280465 + Penalty 4057.512774 = -30537597.767691
  nChanged 3288
		SP:Iteration 27Q (31906.540000 sec): 3 clusters
  Score: Raw -30543259.048694 + Penalty 4057.512774 = -30539201.535920
  nChanged 2991
		SP:Iteration 28Q (31907.760000 sec): 3 clusters
  Score: Raw -30544803.242007 + Penalty 4057.512774 = -30540745.729233
  nChanged 2739
		SP:Iteration 29Q (31908.930000 sec): 3 clusters
  Score: Raw -30546206.817073 + Penalty 4057.512774 = -30542149.304299
  nChanged 2333
		SP:Iteration 30Q (31910.260000 sec): 3 clusters
  Score: Raw -30547356.315718 + Penalty 4057.512774 = -30543298.802945
  nChanged 2146
		SP:Iteration 31Q (31911.490000 sec): 3 clusters
  Score: Raw -30548413.329551 + Penalty 4057.512774 = -30544355.816777
  nChanged 1946
		SP:Iteration 32Q (31912.780000 sec): 3 clusters
  Score: Raw -30549360.664291 + Penalty 4057.512774 = -30545303.151517
  nChanged 1715
		SP:Iteration 33Q (31913.970000 sec): 3 clusters
  Score: Raw -30550162.237814 + Penalty 4057.512774 = -30546104.725040
  nChanged 1572
		SP:Iteration 34Q (31915.170000 sec): 3 clusters
  Score: Raw -30550891.783880 + Penalty 4057.512774 = -30546834.271106
  nChanged 1362
		SP:Iteration 35Q (31916.360000 sec): 3 clusters
  Score: Raw -30551499.210168 + Penalty 4057.512774 = -30547441.697395
  nChanged 1174
		SP:Iteration 36Q (31917.650000 sec): 3 clusters
  Score: Raw -30552024.391483 + Penalty 4057.512774 = -30547966.878709
  nChanged 1019
		SP:Iteration 37Q (31918.860000 sec): 3 clusters
  Score: Raw -30552462.028056 + Penalty 4057.512774 = -30548404.515283
  nChanged 857
		SP:Iteration 38Q (31919.940000 sec): 3 clusters
  Score: Raw -30552807.455940 + Penalty 4057.512774 = -30548749.943166
  nChanged 707
		SP:Iteration 39Q (31921.060000 sec): 3 clusters
  Score: Raw -30553088.870940 + Penalty 4057.512774 = -30549031.358166
  nChanged 595
		SP:Iteration 40F (31922.430000 sec): 3 clusters
  Score: Raw -30553313.041464 + Penalty 4057.512774 = -30549255.528690
  nChanged 477
		SP:Iteration 41Q (31923.630000 sec): 3 clusters
  Score: Raw -30553483.739113 + Penalty 4057.512774 = -30549426.226339
  nChanged 381
		SP:Iteration 42Q (31924.890000 sec): 3 clusters
  Score: Raw -30553613.176476 + Penalty 4057.512774 = -30549555.663703
  nChanged 326
		SP:Iteration 43Q (31926.150000 sec): 3 clusters
  Score: Raw -30553721.202015 + Penalty 4057.512774 = -30549663.689242
  nChanged 294
		SP:Iteration 44Q (31927.310000 sec): 3 clusters
  Score: Raw -30553815.003483 + Penalty 4057.512774 = -30549757.490709
  nChanged 236
		SP:Iteration 45Q (31928.440000 sec): 3 clusters
  Score: Raw -30553881.578963 + Penalty 4057.512774 = -30549824.066189
  nChanged 186
		SP:Iteration 46Q (31929.600000 sec): 3 clusters
  Score: Raw -30553939.992499 + Penalty 4057.512774 = -30549882.479726
  nChanged 160
		SP:Iteration 47Q (31930.720000 sec): 3 clusters
  Score: Raw -30553994.198780 + Penalty 4057.512774 = -30549936.686007
  nChanged 143
		SP:Iteration 48Q (31931.850000 sec): 3 clusters
  Score: Raw -30554040.125703 + Penalty 4057.512774 = -30549982.612929
  nChanged 127
		SP:Iteration 49Q (31933.010000 sec): 3 clusters
  Score: Raw -30554079.895002 + Penalty 4057.512774 = -30550022.382228
  nChanged 108
		SP:Iteration 50Q (31934.150000 sec): 3 clusters
  Score: Raw -30554111.170566 + Penalty 4057.512774 = -30550053.657792
  nChanged 94
		SP:Iteration 51Q (31935.280000 sec): 3 clusters
  Score: Raw -30554134.776735 + Penalty 4057.512774 = -30550077.263962
  nChanged 83
		SP:Iteration 52Q (31936.510000 sec): 3 clusters
  Score: Raw -30554159.509443 + Penalty 4057.512774 = -30550101.996669
  nChanged 82
		SP:Iteration 53Q (31937.800000 sec): 3 clusters
  Score: Raw -30554180.768577 + Penalty 4057.512774 = -30550123.255804
  nChanged 57
		SP:Iteration 54Q (31939.070000 sec): 3 clusters
  Score: Raw -30554196.089399 + Penalty 4057.512774 = -30550138.576625
  nChanged 56
		SP:Iteration 55Q (31940.270000 sec): 3 clusters
  Score: Raw -30554209.692500 + Penalty 4057.512774 = -30550152.179727
  nChanged 52
		SP:Iteration 56Q (31941.480000 sec): 3 clusters
  Score: Raw -30554221.909698 + Penalty 4057.512774 = -30550164.396924
  nChanged 35
		SP:Iteration 57Q (31942.710000 sec): 3 clusters
  Score: Raw -30554230.725514 + Penalty 4057.512774 = -30550173.212740
  nChanged 32
		SP:Iteration 58Q (31943.880000 sec): 3 clusters
  Score: Raw -30554237.409335 + Penalty 4057.512774 = -30550179.896561
  nChanged 31
		SP:Iteration 59Q (31945.090000 sec): 3 clusters
  Score: Raw -30554243.374602 + Penalty 4057.512774 = -30550185.861828
  nChanged 23
		SP:Iteration 60F (31946.330000 sec): 3 clusters
  Score: Raw -30554248.199475 + Penalty 4057.512774 = -30550190.686702
  nChanged 21
		SP:Iteration 61Q (31947.450000 sec): 3 clusters
  Score: Raw -30554251.958242 + Penalty 4057.512774 = -30550194.445468
  nChanged 17
		SP:Iteration 62Q (31948.690000 sec): 3 clusters
  Score: Raw -30554255.076358 + Penalty 4057.512774 = -30550197.563585
  nChanged 11
		SP:Iteration 63Q (31949.970000 sec): 3 clusters
  Score: Raw -30554257.693144 + Penalty 4057.512774 = -30550200.180371
  nChanged 15
		SP:Iteration 64Q (31951.180000 sec): 3 clusters
  Score: Raw -30554260.365632 + Penalty 4057.512774 = -30550202.852858
  nChanged 15
		SP:Iteration 65Q (31952.470000 sec): 3 clusters
  Score: Raw -30554263.288220 + Penalty 4057.512774 = -30550205.775446
  nChanged 16
		SP:Iteration 66Q (31953.700000 sec): 3 clusters
  Score: Raw -30554266.085222 + Penalty 4057.512774 = -30550208.572448
  nChanged 15
		SP:Iteration 67Q (31954.920000 sec): 3 clusters
  Score: Raw -30554268.621877 + Penalty 4057.512774 = -30550211.109103
  nChanged 14
		SP:Iteration 68Q (31956.110000 sec): 3 clusters
  Score: Raw -30554271.980188 + Penalty 4057.512774 = -30550214.467414
  nChanged 13
		SP:Iteration 69Q (31957.250000 sec): 3 clusters
  Score: Raw -30554275.028251 + Penalty 4057.512774 = -30550217.515477
  nChanged 13
		SP:Iteration 70Q (31958.340000 sec): 3 clusters
  Score: Raw -30554277.660886 + Penalty 4057.512774 = -30550220.148112
  nChanged 11
		SP:Iteration 71Q (31959.590000 sec): 3 clusters
  Score: Raw -30554279.493954 + Penalty 4057.512774 = -30550221.981180
  nChanged 16
		SP:Iteration 72Q (31960.810000 sec): 3 clusters
  Score: Raw -30554282.756197 + Penalty 4057.512774 = -30550225.243423
  nChanged 16
		SP:Iteration 73Q (31962.060000 sec): 3 clusters
  Score: Raw -30554285.430481 + Penalty 4057.512774 = -30550227.917707
  nChanged 13
		SP:Iteration 74Q (31963.390000 sec): 3 clusters
  Score: Raw -30554289.280576 + Penalty 4057.512774 = -30550231.767802
  nChanged 15
		SP:Iteration 75Q (31964.720000 sec): 3 clusters
  Score: Raw -30554292.703826 + Penalty 4057.512774 = -30550235.191052
  nChanged 15
		SP:Iteration 76Q (31966.000000 sec): 3 clusters
  Score: Raw -30554295.336734 + Penalty 4057.512774 = -30550237.823961
  nChanged 16
		SP:Iteration 77Q (31967.230000 sec): 3 clusters
  Score: Raw -30554299.009522 + Penalty 4057.512774 = -30550241.496749
  nChanged 12
		SP:Iteration 78Q (31968.420000 sec): 3 clusters
  Score: Raw -30554301.929946 + Penalty 4057.512774 = -30550244.417173
  nChanged 11
		SP:Iteration 79Q (31969.630000 sec): 3 clusters
  Score: Raw -30554304.734416 + Penalty 4057.512774 = -30550247.221642
  nChanged 13
		SP:Iteration 80F (31971.130000 sec): 3 clusters
  Score: Raw -30554308.021043 + Penalty 4057.512774 = -30550250.508270
  nChanged 12
		SP:Iteration 81Q (31972.470000 sec): 3 clusters
  Score: Raw -30554310.166777 + Penalty 4057.512774 = -30550252.654003
  nChanged 11
		SP:Iteration 82Q (31973.770000 sec): 3 clusters
  Score: Raw -30554312.298808 + Penalty 4057.512774 = -30550254.786034
  nChanged 10
		SP:Iteration 83Q (31975.150000 sec): 3 clusters
  Score: Raw -30554314.119878 + Penalty 4057.512774 = -30550256.607104
  nChanged 10
		SP:Iteration 84Q (31976.550000 sec): 3 clusters
  Score: Raw -30554315.995878 + Penalty 4057.512774 = -30550258.483105
  nChanged 10
		SP:Iteration 85Q (31977.840000 sec): 3 clusters
  Score: Raw -30554317.728976 + Penalty 4057.512774 = -30550260.216202
  nChanged 3
		SP:Iteration 86Q (31979.030000 sec): 3 clusters
  Score: Raw -30554318.192862 + Penalty 4057.512774 = -30550260.680088
  nChanged 0
		SP:Iteration 87F (31980.430000 sec): 3 clusters
  Score: Raw -30554318.192862 + Penalty 4057.512774 = -30550260.680088
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 6 (41384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31980.810000 sec): 2 clusters
  Score: Raw -4171591.757613 + Penalty 1727.480562 = -4169864.277051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31981.210000 sec): 3 clusters
  Score: Raw -4145583.906589 + Penalty 3454.961124 = -4142128.945466
  nChanged 19306
		SP:Iteration 1F (31981.650000 sec): 3 clusters
  Score: Raw -4157770.822374 + Penalty 3454.961124 = -4154315.861250
  nChanged 2962
		SP:Iteration 2F (31982.000000 sec): 3 clusters
  Score: Raw -4159497.100168 + Penalty 3454.961124 = -4156042.139044
  nChanged 2931
		SP:Iteration 3F (31982.420000 sec): 3 clusters
  Score: Raw -4161336.385484 + Penalty 3454.961124 = -4157881.424360
  nChanged 2849
		SP:Iteration 4F (31982.820000 sec): 3 clusters
  Score: Raw -4163076.682478 + Penalty 3454.961124 = -4159621.721354
  nChanged 2456
		SP:Iteration 5F (31983.290000 sec): 3 clusters
  Score: Raw -4164554.537984 + Penalty 3454.961124 = -4161099.576860
  nChanged 2175
		SP:Iteration 6F (31983.640000 sec): 3 clusters
  Score: Raw -4165756.906589 + Penalty 3454.961124 = -4162301.945465
  nChanged 1773
		SP:Iteration 7Q (31984.070000 sec): 3 clusters
  Score: Raw -4166608.518880 + Penalty 3454.961124 = -4163153.557756
  nChanged 1465
		SP:Iteration 8Q (31984.500000 sec): 3 clusters
  Score: Raw -4167182.925747 + Penalty 3454.961124 = -4163727.964623
  nChanged 1097
		SP:Iteration 9Q (31984.930000 sec): 3 clusters
  Score: Raw -4167523.113502 + Penalty 3454.961124 = -4164068.152379
  nChanged 786
		SP:Iteration 10Q (31985.400000 sec): 3 clusters
  Score: Raw -4167710.375751 + Penalty 3454.961124 = -4164255.414627
  nChanged 563
		SP:Iteration 11Q (31985.870000 sec): 3 clusters
  Score: Raw -4167822.542398 + Penalty 3454.961124 = -4164367.581275
  nChanged 426
		SP:Iteration 12Q (31986.260000 sec): 3 clusters
  Score: Raw -4167895.731913 + Penalty 3454.961124 = -4164440.770789
  nChanged 332
		SP:Iteration 13Q (31986.630000 sec): 3 clusters
  Score: Raw -4167949.718523 + Penalty 3454.961124 = -4164494.757400
  nChanged 301
		SP:Iteration 14Q (31987.070000 sec): 3 clusters
  Score: Raw -4167998.379040 + Penalty 3454.961124 = -4164543.417917
  nChanged 280
		SP:Iteration 15Q (31987.500000 sec): 3 clusters
  Score: Raw -4168039.311680 + Penalty 3454.961124 = -4164584.350557
  nChanged 272
		SP:Iteration 16Q (31987.870000 sec): 3 clusters
  Score: Raw -4168078.660583 + Penalty 3454.961124 = -4164623.699459
  nChanged 255
		SP:Iteration 17Q (31988.350000 sec): 3 clusters
  Score: Raw -4168114.777753 + Penalty 3454.961124 = -4164659.816629
  nChanged 253
		SP:Iteration 18Q (31988.740000 sec): 3 clusters
  Score: Raw -4168148.954920 + Penalty 3454.961124 = -4164693.993796
  nChanged 243
		SP:Iteration 19Q (31989.110000 sec): 3 clusters
  Score: Raw -4168186.129839 + Penalty 3454.961124 = -4164731.168715
  nChanged 248
		SP:Iteration 20F (31989.500000 sec): 3 clusters
  Score: Raw -4168228.785539 + Penalty 3454.961124 = -4164773.824415
  nChanged 255
		SP:Iteration 21Q (31989.950000 sec): 3 clusters
  Score: Raw -4168272.048592 + Penalty 3454.961124 = -4164817.087469
  nChanged 258
		SP:Iteration 22Q (31990.350000 sec): 3 clusters
  Score: Raw -4168316.938358 + Penalty 3454.961124 = -4164861.977234
  nChanged 284
		SP:Iteration 23Q (31990.730000 sec): 3 clusters
  Score: Raw -4168364.595881 + Penalty 3454.961124 = -4164909.634757
  nChanged 278
		SP:Iteration 24Q (31991.140000 sec): 3 clusters
  Score: Raw -4168412.005286 + Penalty 3454.961124 = -4164957.044162
  nChanged 271
		SP:Iteration 25Q (31991.620000 sec): 3 clusters
  Score: Raw -4168465.789180 + Penalty 3454.961124 = -4165010.828056
  nChanged 318
		SP:Iteration 26Q (31992.060000 sec): 3 clusters
  Score: Raw -4168523.510437 + Penalty 3454.961124 = -4165068.549314
  nChanged 306
		SP:Iteration 27Q (31992.410000 sec): 3 clusters
  Score: Raw -4168587.419598 + Penalty 3454.961124 = -4165132.458474
  nChanged 378
		SP:Iteration 28Q (31992.760000 sec): 3 clusters
  Score: Raw -4168667.623754 + Penalty 3454.961124 = -4165212.662630
  nChanged 360
		SP:Iteration 29Q (31993.160000 sec): 3 clusters
  Score: Raw -4168744.431996 + Penalty 3454.961124 = -4165289.470872
  nChanged 357
		SP:Iteration 30Q (31993.510000 sec): 3 clusters
  Score: Raw -4168816.399113 + Penalty 3454.961124 = -4165361.437989
  nChanged 346
		SP:Iteration 31Q (31993.920000 sec): 3 clusters
  Score: Raw -4168879.810719 + Penalty 3454.961124 = -4165424.849595
  nChanged 350
		SP:Iteration 32Q (31994.320000 sec): 3 clusters
  Score: Raw -4168937.800475 + Penalty 3454.961124 = -4165482.839352
  nChanged 341
		SP:Iteration 33Q (31994.690000 sec): 3 clusters
  Score: Raw -4168999.853811 + Penalty 3454.961124 = -4165544.892687
  nChanged 332
		SP:Iteration 34Q (31995.070000 sec): 3 clusters
  Score: Raw -4169059.851500 + Penalty 3454.961124 = -4165604.890376
  nChanged 334
		SP:Iteration 35Q (31995.470000 sec): 3 clusters
  Score: Raw -4169122.328880 + Penalty 3454.961124 = -4165667.367756
  nChanged 337
		SP:Iteration 36Q (31995.860000 sec): 3 clusters
  Score: Raw -4169191.166023 + Penalty 3454.961124 = -4165736.204899
  nChanged 339
		SP:Iteration 37Q (31996.240000 sec): 3 clusters
  Score: Raw -4169260.039272 + Penalty 3454.961124 = -4165805.078148
  nChanged 375
		SP:Iteration 38Q (31996.620000 sec): 3 clusters
  Score: Raw -4169333.072956 + Penalty 3454.961124 = -4165878.111832
  nChanged 349
		SP:Iteration 39Q (31997.020000 sec): 3 clusters
  Score: Raw -4169398.297780 + Penalty 3454.961124 = -4165943.336656
  nChanged 361
		SP:Iteration 40F (31997.380000 sec): 3 clusters
  Score: Raw -4169477.336245 + Penalty 3454.961124 = -4166022.375121
  nChanged 390
		SP:Iteration 41Q (31997.820000 sec): 3 clusters
  Score: Raw -4169567.346219 + Penalty 3454.961124 = -4166112.385095
  nChanged 389
		SP:Iteration 42Q (31998.260000 sec): 3 clusters
  Score: Raw -4169658.821007 + Penalty 3454.961124 = -4166203.859884
  nChanged 388
		SP:Iteration 43Q (31998.650000 sec): 3 clusters
  Score: Raw -4169748.126586 + Penalty 3454.961124 = -4166293.165462
  nChanged 370
		SP:Iteration 44Q (31999.020000 sec): 3 clusters
  Score: Raw -4169819.757169 + Penalty 3454.961124 = -4166364.796045
  nChanged 344
		SP:Iteration 45Q (31999.390000 sec): 3 clusters
  Score: Raw -4169878.619976 + Penalty 3454.961124 = -4166423.658852
  nChanged 315
		SP:Iteration 46Q (31999.800000 sec): 3 clusters
  Score: Raw -4169931.756906 + Penalty 3454.961124 = -4166476.795782
  nChanged 309
		SP:Iteration 47Q (32000.190000 sec): 3 clusters
  Score: Raw -4169981.224782 + Penalty 3454.961124 = -4166526.263658
  nChanged 298
		SP:Iteration 48Q (32000.580000 sec): 3 clusters
  Score: Raw -4170024.180830 + Penalty 3454.961124 = -4166569.219706
  nChanged 243
		SP:Iteration 49Q (32001.030000 sec): 3 clusters
  Score: Raw -4170059.353352 + Penalty 3454.961124 = -4166604.392229
  nChanged 227
		SP:Iteration 50Q (32001.400000 sec): 3 clusters
  Score: Raw -4170088.733163 + Penalty 3454.961124 = -4166633.772039
  nChanged 214
		SP:Iteration 51Q (32001.800000 sec): 3 clusters
  Score: Raw -4170113.914059 + Penalty 3454.961124 = -4166658.952935
  nChanged 207
		SP:Iteration 52Q (32002.210000 sec): 3 clusters
  Score: Raw -4170139.268439 + Penalty 3454.961124 = -4166684.307316
  nChanged 205
		SP:Iteration 53Q (32002.600000 sec): 3 clusters
  Score: Raw -4170161.919543 + Penalty 3454.961124 = -4166706.958420
  nChanged 158
		SP:Iteration 54Q (32003.000000 sec): 3 clusters
  Score: Raw -4170177.979807 + Penalty 3454.961124 = -4166723.018683
  nChanged 156
		SP:Iteration 55Q (32003.450000 sec): 3 clusters
  Score: Raw -4170194.595041 + Penalty 3454.961124 = -4166739.633917
  nChanged 148
		SP:Iteration 56Q (32003.900000 sec): 3 clusters
  Score: Raw -4170210.507129 + Penalty 3454.961124 = -4166755.546005
  nChanged 156
		SP:Iteration 57Q (32004.390000 sec): 3 clusters
  Score: Raw -4170229.141008 + Penalty 3454.961124 = -4166774.179885
  nChanged 171
		SP:Iteration 58Q (32004.920000 sec): 3 clusters
  Score: Raw -4170249.253486 + Penalty 3454.961124 = -4166794.292363
  nChanged 188
		SP:Iteration 59Q (32005.320000 sec): 3 clusters
  Score: Raw -4170271.069293 + Penalty 3454.961124 = -4166816.108169
  nChanged 169
		SP:Iteration 60F (32005.660000 sec): 3 clusters
  Score: Raw -4170287.163287 + Penalty 3454.961124 = -4166832.202164
  nChanged 140
		SP:Iteration 61Q (32006.120000 sec): 3 clusters
  Score: Raw -4170300.668889 + Penalty 3454.961124 = -4166845.707766
  nChanged 119
		SP:Iteration 62Q (32006.530000 sec): 3 clusters
  Score: Raw -4170312.386256 + Penalty 3454.961124 = -4166857.425132
  nChanged 110
		SP:Iteration 63Q (32006.910000 sec): 3 clusters
  Score: Raw -4170323.110223 + Penalty 3454.961124 = -4166868.149099
  nChanged 124
		SP:Iteration 64Q (32007.340000 sec): 3 clusters
  Score: Raw -4170334.758801 + Penalty 3454.961124 = -4166879.797677
  nChanged 118
		SP:Iteration 65Q (32007.680000 sec): 3 clusters
  Score: Raw -4170346.832099 + Penalty 3454.961124 = -4166891.870975
  nChanged 113
		SP:Iteration 66Q (32008.100000 sec): 3 clusters
  Score: Raw -4170357.058517 + Penalty 3454.961124 = -4166902.097393
  nChanged 108
		SP:Iteration 67Q (32008.480000 sec): 3 clusters
  Score: Raw -4170365.087896 + Penalty 3454.961124 = -4166910.126772
  nChanged 101
		SP:Iteration 68Q (32008.870000 sec): 3 clusters
  Score: Raw -4170371.472207 + Penalty 3454.961124 = -4166916.511083
  nChanged 85
		SP:Iteration 69Q (32009.270000 sec): 3 clusters
  Score: Raw -4170376.816945 + Penalty 3454.961124 = -4166921.855821
  nChanged 87
		SP:Iteration 70Q (32009.630000 sec): 3 clusters
  Score: Raw -4170382.190334 + Penalty 3454.961124 = -4166927.229210
  nChanged 79
		SP:Iteration 71Q (32010.040000 sec): 3 clusters
  Score: Raw -4170386.077404 + Penalty 3454.961124 = -4166931.116281
  nChanged 66
		SP:Iteration 72Q (32010.460000 sec): 3 clusters
  Score: Raw -4170389.057895 + Penalty 3454.961124 = -4166934.096771
  nChanged 55
		SP:Iteration 73Q (32010.830000 sec): 3 clusters
  Score: Raw -4170391.999721 + Penalty 3454.961124 = -4166937.038598
  nChanged 56
		SP:Iteration 74Q (32011.250000 sec): 3 clusters
  Score: Raw -4170395.053257 + Penalty 3454.961124 = -4166940.092133
  nChanged 58
		SP:Iteration 75Q (32011.670000 sec): 3 clusters
  Score: Raw -4170398.128924 + Penalty 3454.961124 = -4166943.167800
  nChanged 59
		SP:Iteration 76Q (32012.150000 sec): 3 clusters
  Score: Raw -4170401.272801 + Penalty 3454.961124 = -4166946.311677
  nChanged 54
		SP:Iteration 77Q (32012.610000 sec): 3 clusters
  Score: Raw -4170404.037542 + Penalty 3454.961124 = -4166949.076418
  nChanged 51
		SP:Iteration 78Q (32013.050000 sec): 3 clusters
  Score: Raw -4170407.230772 + Penalty 3454.961124 = -4166952.269648
  nChanged 61
		SP:Iteration 79Q (32013.470000 sec): 3 clusters
  Score: Raw -4170411.103690 + Penalty 3454.961124 = -4166956.142566
  nChanged 51
		SP:Iteration 80F (32013.950000 sec): 3 clusters
  Score: Raw -4170413.587560 + Penalty 3454.961124 = -4166958.626436
  nChanged 42
		SP:Iteration 81Q (32014.380000 sec): 3 clusters
  Score: Raw -4170415.168739 + Penalty 3454.961124 = -4166960.207615
  nChanged 40
		SP:Iteration 82Q (32014.800000 sec): 3 clusters
  Score: Raw -4170416.908834 + Penalty 3454.961124 = -4166961.947710
  nChanged 50
		SP:Iteration 83Q (32015.230000 sec): 3 clusters
  Score: Raw -4170419.475887 + Penalty 3454.961124 = -4166964.514764
  nChanged 50
		SP:Iteration 84Q (32015.620000 sec): 3 clusters
  Score: Raw -4170421.472845 + Penalty 3454.961124 = -4166966.511721
  nChanged 42
		SP:Iteration 85Q (32016.140000 sec): 3 clusters
  Score: Raw -4170423.410311 + Penalty 3454.961124 = -4166968.449187
  nChanged 37
		SP:Iteration 86Q (32016.600000 sec): 3 clusters
  Score: Raw -4170425.308197 + Penalty 3454.961124 = -4166970.347074
  nChanged 31
		SP:Iteration 87Q (32016.920000 sec): 3 clusters
  Score: Raw -4170426.755490 + Penalty 3454.961124 = -4166971.794367
  nChanged 24
		SP:Iteration 88Q (32017.320000 sec): 3 clusters
  Score: Raw -4170427.691765 + Penalty 3454.961124 = -4166972.730641
  nChanged 24
		SP:Iteration 89Q (32017.740000 sec): 3 clusters
  Score: Raw -4170428.565238 + Penalty 3454.961124 = -4166973.604114
  nChanged 24
		SP:Iteration 90Q (32018.120000 sec): 3 clusters
  Score: Raw -4170429.315583 + Penalty 3454.961124 = -4166974.354459
  nChanged 27
		SP:Iteration 91Q (32018.520000 sec): 3 clusters
  Score: Raw -4170430.414382 + Penalty 3454.961124 = -4166975.453259
  nChanged 34
		SP:Iteration 92Q (32018.880000 sec): 3 clusters
  Score: Raw -4170431.784967 + Penalty 3454.961124 = -4166976.823843
  nChanged 44
		SP:Iteration 93Q (32019.270000 sec): 3 clusters
  Score: Raw -4170433.883402 + Penalty 3454.961124 = -4166978.922278
  nChanged 41
		SP:Iteration 94Q (32019.710000 sec): 3 clusters
  Score: Raw -4170435.905300 + Penalty 3454.961124 = -4166980.944177
  nChanged 43
		SP:Iteration 95Q (32020.130000 sec): 3 clusters
  Score: Raw -4170437.886246 + Penalty 3454.961124 = -4166982.925123
  nChanged 43
		SP:Iteration 96Q (32020.540000 sec): 3 clusters
  Score: Raw -4170440.068639 + Penalty 3454.961124 = -4166985.107516
  nChanged 51
		SP:Iteration 97Q (32020.980000 sec): 3 clusters
  Score: Raw -4170442.978887 + Penalty 3454.961124 = -4166988.017763
  nChanged 66
		SP:Iteration 98Q (32021.410000 sec): 3 clusters
  Score: Raw -4170447.749294 + Penalty 3454.961124 = -4166992.788170
  nChanged 82
		SP:Iteration 99Q (32021.810000 sec): 3 clusters
  Score: Raw -4170453.807668 + Penalty 3454.961124 = -4166998.846544
  nChanged 96
		SP:Iteration 100F (32022.200000 sec): 3 clusters
  Score: Raw -4170461.989796 + Penalty 3454.961124 = -4167007.028672
  nChanged 102
		SP:Iteration 101Q (32022.620000 sec): 3 clusters
  Score: Raw -4170469.156831 + Penalty 3454.961124 = -4167014.195707
  nChanged 92
		SP:Iteration 102Q (32023.060000 sec): 3 clusters
  Score: Raw -4170475.719228 + Penalty 3454.961124 = -4167020.758104
  nChanged 87
		SP:Iteration 103Q (32023.520000 sec): 3 clusters
  Score: Raw -4170481.532613 + Penalty 3454.961124 = -4167026.571489
  nChanged 99
		SP:Iteration 104Q (32023.940000 sec): 3 clusters
  Score: Raw -4170489.738521 + Penalty 3454.961124 = -4167034.777397
  nChanged 97
		SP:Iteration 105Q (32024.310000 sec): 3 clusters
  Score: Raw -4170496.684807 + Penalty 3454.961124 = -4167041.723683
  nChanged 97
		SP:Iteration 106Q (32024.690000 sec): 3 clusters
  Score: Raw -4170503.331271 + Penalty 3454.961124 = -4167048.370147
  nChanged 101
		SP:Iteration 107Q (32025.140000 sec): 3 clusters
  Score: Raw -4170510.190750 + Penalty 3454.961124 = -4167055.229626
  nChanged 99
		SP:Iteration 108Q (32025.550000 sec): 3 clusters
  Score: Raw -4170518.050553 + Penalty 3454.961124 = -4167063.089430
  nChanged 93
		SP:Iteration 109Q (32026.000000 sec): 3 clusters
  Score: Raw -4170525.607765 + Penalty 3454.961124 = -4167070.646641
  nChanged 102
		SP:Iteration 110Q (32026.440000 sec): 3 clusters
  Score: Raw -4170533.382712 + Penalty 3454.961124 = -4167078.421588
  nChanged 101
		SP:Iteration 111Q (32026.890000 sec): 3 clusters
  Score: Raw -4170540.914785 + Penalty 3454.961124 = -4167085.953661
  nChanged 109
		SP:Iteration 112Q (32027.290000 sec): 3 clusters
  Score: Raw -4170550.416615 + Penalty 3454.961124 = -4167095.455491
  nChanged 117
		SP:Iteration 113Q (32027.660000 sec): 3 clusters
  Score: Raw -4170560.123820 + Penalty 3454.961124 = -4167105.162696
  nChanged 99
		SP:Iteration 114Q (32028.110000 sec): 3 clusters
  Score: Raw -4170567.273562 + Penalty 3454.961124 = -4167112.312439
  nChanged 94
		SP:Iteration 115Q (32028.520000 sec): 3 clusters
  Score: Raw -4170573.490392 + Penalty 3454.961124 = -4167118.529268
  nChanged 90
		SP:Iteration 116Q (32028.940000 sec): 3 clusters
  Score: Raw -4170579.920370 + Penalty 3454.961124 = -4167124.959246
  nChanged 108
		SP:Iteration 117Q (32029.370000 sec): 3 clusters
  Score: Raw -4170588.001764 + Penalty 3454.961124 = -4167133.040640
  nChanged 115
		SP:Iteration 118Q (32029.720000 sec): 3 clusters
  Score: Raw -4170596.708687 + Penalty 3454.961124 = -4167141.747564
  nChanged 107
		SP:Iteration 119Q (32030.130000 sec): 3 clusters
  Score: Raw -4170604.673462 + Penalty 3454.961124 = -4167149.712338
  nChanged 100
		SP:Iteration 120F (32030.560000 sec): 3 clusters
  Score: Raw -4170611.952804 + Penalty 3454.961124 = -4167156.991680
  nChanged 116
		SP:Iteration 121Q (32030.980000 sec): 3 clusters
  Score: Raw -4170620.832354 + Penalty 3454.961124 = -4167165.871230
  nChanged 130
		SP:Iteration 122Q (32031.400000 sec): 3 clusters
  Score: Raw -4170630.893455 + Penalty 3454.961124 = -4167175.932331
  nChanged 119
		SP:Iteration 123Q (32031.770000 sec): 3 clusters
  Score: Raw -4170638.743710 + Penalty 3454.961124 = -4167183.782586
  nChanged 107
		SP:Iteration 124Q (32032.200000 sec): 3 clusters
  Score: Raw -4170646.100553 + Penalty 3454.961124 = -4167191.139429
  nChanged 106
		SP:Iteration 125Q (32032.540000 sec): 3 clusters
  Score: Raw -4170653.573866 + Penalty 3454.961124 = -4167198.612743
  nChanged 88
		SP:Iteration 126Q (32032.940000 sec): 3 clusters
  Score: Raw -4170659.950691 + Penalty 3454.961124 = -4167204.989568
  nChanged 90
		SP:Iteration 127Q (32033.360000 sec): 3 clusters
  Score: Raw -4170665.752081 + Penalty 3454.961124 = -4167210.790957
  nChanged 75
		SP:Iteration 128Q (32033.720000 sec): 3 clusters
  Score: Raw -4170670.162469 + Penalty 3454.961124 = -4167215.201345
  nChanged 84
		SP:Iteration 129Q (32034.170000 sec): 3 clusters
  Score: Raw -4170674.886988 + Penalty 3454.961124 = -4167219.925864
  nChanged 70
		SP:Iteration 130Q (32034.550000 sec): 3 clusters
  Score: Raw -4170678.829510 + Penalty 3454.961124 = -4167223.868387
  nChanged 65
		SP:Iteration 131Q (32034.980000 sec): 3 clusters
  Score: Raw -4170682.691240 + Penalty 3454.961124 = -4167227.730117
  nChanged 82
		SP:Iteration 132Q (32035.350000 sec): 3 clusters
  Score: Raw -4170687.849342 + Penalty 3454.961124 = -4167232.888219
  nChanged 91
		SP:Iteration 133Q (32035.780000 sec): 3 clusters
  Score: Raw -4170694.652895 + Penalty 3454.961124 = -4167239.691771
  nChanged 95
		SP:Iteration 134Q (32036.210000 sec): 3 clusters
  Score: Raw -4170701.103116 + Penalty 3454.961124 = -4167246.141992
  nChanged 94
		SP:Iteration 135Q (32036.660000 sec): 3 clusters
  Score: Raw -4170706.520327 + Penalty 3454.961124 = -4167251.559204
  nChanged 79
		SP:Iteration 136Q (32037.110000 sec): 3 clusters
  Score: Raw -4170711.671556 + Penalty 3454.961124 = -4167256.710433
  nChanged 93
		SP:Iteration 137Q (32037.470000 sec): 3 clusters
  Score: Raw -4170718.552459 + Penalty 3454.961124 = -4167263.591335
  nChanged 108
		SP:Iteration 138Q (32037.910000 sec): 3 clusters
  Score: Raw -4170727.565014 + Penalty 3454.961124 = -4167272.603890
  nChanged 125
		SP:Iteration 139Q (32038.360000 sec): 3 clusters
  Score: Raw -4170739.251423 + Penalty 3454.961124 = -4167284.290299
  nChanged 129
		SP:Iteration 140F (32038.740000 sec): 3 clusters
  Score: Raw -4170750.665870 + Penalty 3454.961124 = -4167295.704746
  nChanged 144
		SP:Iteration 141Q (32039.200000 sec): 3 clusters
  Score: Raw -4170762.454649 + Penalty 3454.961124 = -4167307.493525
  nChanged 143
		SP:Iteration 142Q (32039.710000 sec): 3 clusters
  Score: Raw -4170776.764748 + Penalty 3454.961124 = -4167321.803624
  nChanged 159
		SP:Iteration 143Q (32040.070000 sec): 3 clusters
  Score: Raw -4170793.834200 + Penalty 3454.961124 = -4167338.873076
  nChanged 149
		SP:Iteration 144Q (32040.500000 sec): 3 clusters
  Score: Raw -4170812.002171 + Penalty 3454.961124 = -4167357.041048
  nChanged 169
		SP:Iteration 145Q (32040.960000 sec): 3 clusters
  Score: Raw -4170830.823052 + Penalty 3454.961124 = -4167375.861928
  nChanged 159
		SP:Iteration 146Q (32041.350000 sec): 3 clusters
  Score: Raw -4170848.382068 + Penalty 3454.961124 = -4167393.420944
  nChanged 162
		SP:Iteration 147Q (32041.720000 sec): 3 clusters
  Score: Raw -4170866.942020 + Penalty 3454.961124 = -4167411.980896
  nChanged 172
		SP:Iteration 148Q (32042.130000 sec): 3 clusters
  Score: Raw -4170888.656491 + Penalty 3454.961124 = -4167433.695368
  nChanged 177
		SP:Iteration 149Q (32042.590000 sec): 3 clusters
  Score: Raw -4170911.345262 + Penalty 3454.961124 = -4167456.384139
  nChanged 196
		SP:Iteration 150Q (32043.000000 sec): 3 clusters
  Score: Raw -4170935.839000 + Penalty 3454.961124 = -4167480.877876
  nChanged 197
		SP:Iteration 151Q (32043.470000 sec): 3 clusters
  Score: Raw -4170962.611023 + Penalty 3454.961124 = -4167507.649899
  nChanged 205
		SP:Iteration 152Q (32043.920000 sec): 3 clusters
  Score: Raw -4170991.038099 + Penalty 3454.961124 = -4167536.076975
  nChanged 206
		SP:Iteration 153Q (32044.320000 sec): 3 clusters
  Score: Raw -4171019.164915 + Penalty 3454.961124 = -4167564.203791
  nChanged 225
		SP:Iteration 154Q (32044.700000 sec): 3 clusters
  Score: Raw -4171054.401180 + Penalty 3454.961124 = -4167599.440056
  nChanged 267
		SP:Iteration 155Q (32045.110000 sec): 3 clusters
  Score: Raw -4171101.521832 + Penalty 3454.961124 = -4167646.560708
  nChanged 289
		SP:Iteration 156Q (32045.500000 sec): 3 clusters
  Score: Raw -4171154.160430 + Penalty 3454.961124 = -4167699.199307
  nChanged 294
		SP:Iteration 157Q (32045.880000 sec): 3 clusters
  Score: Raw -4171207.612721 + Penalty 3454.961124 = -4167752.651597
  nChanged 302
		SP:Iteration 158Q (32046.300000 sec): 3 clusters
  Score: Raw -4171263.137608 + Penalty 3454.961124 = -4167808.176484
  nChanged 287
		SP:Iteration 159Q (32046.700000 sec): 3 clusters
  Score: Raw -4171314.716861 + Penalty 3454.961124 = -4167859.755737
  nChanged 259
		SP:Iteration 160F (32047.130000 sec): 3 clusters
  Score: Raw -4171356.228341 + Penalty 3454.961124 = -4167901.267217
  nChanged 249
		SP:Iteration 161Q (32047.520000 sec): 3 clusters
  Score: Raw -4171396.667190 + Penalty 3454.961124 = -4167941.706066
  nChanged 257
		SP:Iteration 162Q (32047.930000 sec): 3 clusters
  Score: Raw -4171435.911357 + Penalty 3454.961124 = -4167980.950233
  nChanged 251
		SP:Iteration 163Q (32048.290000 sec): 3 clusters
  Score: Raw -4171479.067047 + Penalty 3454.961124 = -4168024.105923
  nChanged 262
		SP:Iteration 164Q (32048.630000 sec): 3 clusters
  Score: Raw -4171525.933821 + Penalty 3454.961124 = -4168070.972697
  nChanged 252
		SP:Iteration 165Q (32049.030000 sec): 3 clusters
  Score: Raw -4171572.176577 + Penalty 3454.961124 = -4168117.215454
  nChanged 251
		SP:Iteration 166Q (32049.430000 sec): 3 clusters
  Score: Raw -4171616.215872 + Penalty 3454.961124 = -4168161.254748
  nChanged 250
		SP:Iteration 167Q (32049.820000 sec): 3 clusters
  Score: Raw -4171658.568901 + Penalty 3454.961124 = -4168203.607777
  nChanged 243
		SP:Iteration 168Q (32050.270000 sec): 3 clusters
  Score: Raw -4171701.710372 + Penalty 3454.961124 = -4168246.749248
  nChanged 225
		SP:Iteration 169Q (32050.720000 sec): 3 clusters
  Score: Raw -4171739.304152 + Penalty 3454.961124 = -4168284.343028
  nChanged 213
		SP:Iteration 170Q (32051.090000 sec): 3 clusters
  Score: Raw -4171778.427619 + Penalty 3454.961124 = -4168323.466495
  nChanged 199
		SP:Iteration 171Q (32051.440000 sec): 3 clusters
  Score: Raw -4171810.347954 + Penalty 3454.961124 = -4168355.386831
  nChanged 183
		SP:Iteration 172Q (32051.850000 sec): 3 clusters
  Score: Raw -4171840.209856 + Penalty 3454.961124 = -4168385.248732
  nChanged 190
		SP:Iteration 173Q (32052.320000 sec): 3 clusters
  Score: Raw -4171872.654026 + Penalty 3454.961124 = -4168417.692902
  nChanged 178
		SP:Iteration 174Q (32052.770000 sec): 3 clusters
  Score: Raw -4171901.084628 + Penalty 3454.961124 = -4168446.123504
  nChanged 167
		SP:Iteration 175Q (32053.160000 sec): 3 clusters
  Score: Raw -4171926.265438 + Penalty 3454.961124 = -4168471.304314
  nChanged 162
		SP:Iteration 176Q (32053.670000 sec): 3 clusters
  Score: Raw -4171950.619679 + Penalty 3454.961124 = -4168495.658555
  nChanged 130
		SP:Iteration 177Q (32054.110000 sec): 3 clusters
  Score: Raw -4171970.387717 + Penalty 3454.961124 = -4168515.426594
  nChanged 118
		SP:Iteration 178Q (32054.520000 sec): 3 clusters
  Score: Raw -4171987.830499 + Penalty 3454.961124 = -4168532.869375
  nChanged 116
		SP:Iteration 179Q (32054.900000 sec): 3 clusters
  Score: Raw -4172005.861507 + Penalty 3454.961124 = -4168550.900384
  nChanged 122
		SP:Iteration 180F (32055.280000 sec): 3 clusters
  Score: Raw -4172027.422220 + Penalty 3454.961124 = -4168572.461096
  nChanged 126
		SP:Iteration 181Q (32055.700000 sec): 3 clusters
  Score: Raw -4172047.184879 + Penalty 3454.961124 = -4168592.223755
  nChanged 123
		SP:Iteration 182Q (32056.090000 sec): 3 clusters
  Score: Raw -4172066.932620 + Penalty 3454.961124 = -4168611.971496
  nChanged 116
		SP:Iteration 183Q (32056.530000 sec): 3 clusters
  Score: Raw -4172087.474840 + Penalty 3454.961124 = -4168632.513716
  nChanged 123
		SP:Iteration 184Q (32056.950000 sec): 3 clusters
  Score: Raw -4172109.167919 + Penalty 3454.961124 = -4168654.206796
  nChanged 121
		SP:Iteration 185Q (32057.310000 sec): 3 clusters
  Score: Raw -4172130.351454 + Penalty 3454.961124 = -4168675.390330
  nChanged 104
		SP:Iteration 186Q (32057.730000 sec): 3 clusters
  Score: Raw -4172146.076644 + Penalty 3454.961124 = -4168691.115520
  nChanged 90
		SP:Iteration 187Q (32058.120000 sec): 3 clusters
  Score: Raw -4172160.540538 + Penalty 3454.961124 = -4168705.579414
  nChanged 94
		SP:Iteration 188Q (32058.530000 sec): 3 clusters
  Score: Raw -4172177.004399 + Penalty 3454.961124 = -4168722.043275
  nChanged 105
		SP:Iteration 189Q (32058.950000 sec): 3 clusters
  Score: Raw -4172197.942975 + Penalty 3454.961124 = -4168742.981851
  nChanged 99
		SP:Iteration 190Q (32059.330000 sec): 3 clusters
  Score: Raw -4172218.373765 + Penalty 3454.961124 = -4168763.412641
  nChanged 99
		SP:Iteration 191Q (32059.760000 sec): 3 clusters
  Score: Raw -4172235.032298 + Penalty 3454.961124 = -4168780.071174
  nChanged 84
		SP:Iteration 192Q (32060.220000 sec): 3 clusters
  Score: Raw -4172249.013003 + Penalty 3454.961124 = -4168794.051879
  nChanged 85
		SP:Iteration 193Q (32060.660000 sec): 3 clusters
  Score: Raw -4172265.650637 + Penalty 3454.961124 = -4168810.689514
  nChanged 94
		SP:Iteration 194Q (32061.100000 sec): 3 clusters
  Score: Raw -4172285.747327 + Penalty 3454.961124 = -4168830.786203
  nChanged 100
		SP:Iteration 195Q (32061.480000 sec): 3 clusters
  Score: Raw -4172305.793994 + Penalty 3454.961124 = -4168850.832870
  nChanged 100
		SP:Iteration 196Q (32061.870000 sec): 3 clusters
  Score: Raw -4172323.498319 + Penalty 3454.961124 = -4168868.537196
  nChanged 83
		SP:Iteration 197Q (32062.290000 sec): 3 clusters
  Score: Raw -4172337.669850 + Penalty 3454.961124 = -4168882.708726
  nChanged 75
		SP:Iteration 198Q (32062.720000 sec): 3 clusters
  Score: Raw -4172351.731349 + Penalty 3454.961124 = -4168896.770225
  nChanged 64
		SP:Iteration 199Q (32063.130000 sec): 3 clusters
  Score: Raw -4172364.833062 + Penalty 3454.961124 = -4168909.871938
  nChanged 75
		SP:Iteration 200F (32063.530000 sec): 3 clusters
  Score: Raw -4172380.052769 + Penalty 3454.961124 = -4168925.091646
  nChanged 81
		SP:Iteration 201Q (32063.910000 sec): 3 clusters
  Score: Raw -4172395.234671 + Penalty 3454.961124 = -4168940.273547
  nChanged 64
		SP:Iteration 202Q (32064.270000 sec): 3 clusters
  Score: Raw -4172406.394338 + Penalty 3454.961124 = -4168951.433214
  nChanged 57
		SP:Iteration 203Q (32064.660000 sec): 3 clusters
  Score: Raw -4172416.021399 + Penalty 3454.961124 = -4168961.060275
  nChanged 54
		SP:Iteration 204Q (32065.060000 sec): 3 clusters
  Score: Raw -4172425.795229 + Penalty 3454.961124 = -4168970.834105
  nChanged 50
		SP:Iteration 205Q (32065.470000 sec): 3 clusters
  Score: Raw -4172434.471735 + Penalty 3454.961124 = -4168979.510611
  nChanged 45
		SP:Iteration 206Q (32065.880000 sec): 3 clusters
  Score: Raw -4172442.134971 + Penalty 3454.961124 = -4168987.173847
  nChanged 49
		SP:Iteration 207Q (32066.200000 sec): 3 clusters
  Score: Raw -4172450.120795 + Penalty 3454.961124 = -4168995.159671
  nChanged 43
		SP:Iteration 208Q (32066.570000 sec): 3 clusters
  Score: Raw -4172457.367196 + Penalty 3454.961124 = -4169002.406072
  nChanged 32
		SP:Iteration 209Q (32066.990000 sec): 3 clusters
  Score: Raw -4172462.566409 + Penalty 3454.961124 = -4169007.605285
  nChanged 31
		SP:Iteration 210Q (32067.400000 sec): 3 clusters
  Score: Raw -4172467.409737 + Penalty 3454.961124 = -4169012.448613
  nChanged 30
		SP:Iteration 211Q (32067.800000 sec): 3 clusters
  Score: Raw -4172473.559285 + Penalty 3454.961124 = -4169018.598161
  nChanged 32
		SP:Iteration 212Q (32068.210000 sec): 3 clusters
  Score: Raw -4172480.088122 + Penalty 3454.961124 = -4169025.126999
  nChanged 29
		SP:Iteration 213Q (32068.590000 sec): 3 clusters
  Score: Raw -4172484.736001 + Penalty 3454.961124 = -4169029.774878
  nChanged 21
		SP:Iteration 214Q (32068.950000 sec): 3 clusters
  Score: Raw -4172487.653500 + Penalty 3454.961124 = -4169032.692377
  nChanged 13
		SP:Iteration 215Q (32069.360000 sec): 3 clusters
  Score: Raw -4172489.219087 + Penalty 3454.961124 = -4169034.257963
  nChanged 8
		SP:Iteration 216Q (32069.730000 sec): 3 clusters
  Score: Raw -4172490.471375 + Penalty 3454.961124 = -4169035.510251
  nChanged 8
		SP:Iteration 217Q (32070.100000 sec): 3 clusters
  Score: Raw -4172491.481564 + Penalty 3454.961124 = -4169036.520440
  nChanged 4
		SP:Iteration 218Q (32070.530000 sec): 3 clusters
  Score: Raw -4172491.787649 + Penalty 3454.961124 = -4169036.826525
  nChanged 3
		SP:Iteration 219Q (32070.910000 sec): 3 clusters
  Score: Raw -4172492.048981 + Penalty 3454.961124 = -4169037.087857
  nChanged 0
		SP:Iteration 220F (32071.340000 sec): 3 clusters
  Score: Raw -4172492.048981 + Penalty 3454.961124 = -4169037.087857
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (5570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32071.480000 sec): 2 clusters
  Score: Raw -655053.412535 + Penalty 1401.586929 = -653651.825606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32071.680000 sec): 3 clusters
  Score: Raw -652149.907954 + Penalty 2803.173858 = -649346.734096
  nChanged 2238
		SP:Iteration 1F (32071.910000 sec): 3 clusters
  Score: Raw -653408.324824 + Penalty 2803.173858 = -650605.150965
  nChanged 396
		SP:Iteration 2F (32072.160000 sec): 3 clusters
  Score: Raw -653618.303872 + Penalty 2803.173858 = -650815.130014
  nChanged 286
		SP:Iteration 3F (32072.390000 sec): 3 clusters
  Score: Raw -653757.543269 + Penalty 2803.173858 = -650954.369411
  nChanged 235
		SP:Iteration 4Q (32072.620000 sec): 3 clusters
  Score: Raw -653864.666848 + Penalty 2803.173858 = -651061.492990
  nChanged 200
		SP:Iteration 5Q (32072.860000 sec): 3 clusters
  Score: Raw -653956.445031 + Penalty 2803.173858 = -651153.271173
  nChanged 190
		SP:Iteration 6Q (32073.100000 sec): 3 clusters
  Score: Raw -654060.068528 + Penalty 2803.173858 = -651256.894670
  nChanged 192
		SP:Iteration 7Q (32073.320000 sec): 3 clusters
  Score: Raw -654156.049710 + Penalty 2803.173858 = -651352.875852
  nChanged 196
		SP:Iteration 8Q (32073.560000 sec): 3 clusters
  Score: Raw -654249.061332 + Penalty 2803.173858 = -651445.887473
  nChanged 180
		SP:Iteration 9Q (32073.790000 sec): 3 clusters
  Score: Raw -654346.321712 + Penalty 2803.173858 = -651543.147854
  nChanged 167
		SP:Iteration 10Q (32074.000000 sec): 3 clusters
  Score: Raw -654433.520814 + Penalty 2803.173858 = -651630.346956
  nChanged 157
		SP:Iteration 11Q (32074.200000 sec): 3 clusters
  Score: Raw -654521.289779 + Penalty 2803.173858 = -651718.115921
  nChanged 169
		SP:Iteration 12Q (32074.460000 sec): 3 clusters
  Score: Raw -654616.932180 + Penalty 2803.173858 = -651813.758322
  nChanged 135
		SP:Iteration 13Q (32074.660000 sec): 3 clusters
  Score: Raw -654700.421058 + Penalty 2803.173858 = -651897.247200
  nChanged 109
		SP:Iteration 14Q (32074.900000 sec): 3 clusters
  Score: Raw -654766.647587 + Penalty 2803.173858 = -651963.473729
  nChanged 101
		SP:Iteration 15Q (32075.090000 sec): 3 clusters
  Score: Raw -654829.070200 + Penalty 2803.173858 = -652025.896342
  nChanged 89
		SP:Iteration 16Q (32075.300000 sec): 3 clusters
  Score: Raw -654881.735493 + Penalty 2803.173858 = -652078.561635
  nChanged 77
		SP:Iteration 17Q (32075.520000 sec): 3 clusters
  Score: Raw -654928.539648 + Penalty 2803.173858 = -652125.365790
  nChanged 57
		SP:Iteration 18Q (32075.780000 sec): 3 clusters
  Score: Raw -654956.639149 + Penalty 2803.173858 = -652153.465291
  nChanged 49
		SP:Iteration 19Q (32076.000000 sec): 3 clusters
  Score: Raw -654983.015288 + Penalty 2803.173858 = -652179.841430
  nChanged 38
		SP:Iteration 20F (32076.220000 sec): 3 clusters
  Score: Raw -655000.514748 + Penalty 2803.173858 = -652197.340890
  nChanged 37
		SP:Iteration 21Q (32076.430000 sec): 3 clusters
  Score: Raw -655019.608695 + Penalty 2803.173858 = -652216.434837
  nChanged 29
		SP:Iteration 22Q (32076.650000 sec): 3 clusters
  Score: Raw -655032.891821 + Penalty 2803.173858 = -652229.717963
  nChanged 21
		SP:Iteration 23Q (32076.840000 sec): 3 clusters
  Score: Raw -655044.151413 + Penalty 2803.173858 = -652240.977555
  nChanged 23
		SP:Iteration 24Q (32077.020000 sec): 3 clusters
  Score: Raw -655055.573506 + Penalty 2803.173858 = -652252.399647
  nChanged 17
		SP:Iteration 25Q (32077.190000 sec): 3 clusters
  Score: Raw -655063.091609 + Penalty 2803.173858 = -652259.917751
  nChanged 16
		SP:Iteration 26Q (32077.370000 sec): 3 clusters
  Score: Raw -655072.307900 + Penalty 2803.173858 = -652269.134042
  nChanged 22
		SP:Iteration 27Q (32077.560000 sec): 3 clusters
  Score: Raw -655088.820322 + Penalty 2803.173858 = -652285.646464
  nChanged 28
		SP:Iteration 28Q (32077.740000 sec): 3 clusters
  Score: Raw -655108.979095 + Penalty 2803.173858 = -652305.805237
  nChanged 24
		SP:Iteration 29Q (32077.980000 sec): 3 clusters
  Score: Raw -655119.465736 + Penalty 2803.173858 = -652316.291878
  nChanged 16
		SP:Iteration 30Q (32078.220000 sec): 3 clusters
  Score: Raw -655130.098734 + Penalty 2803.173858 = -652326.924876
  nChanged 19
		SP:Iteration 31Q (32078.450000 sec): 3 clusters
  Score: Raw -655140.441104 + Penalty 2803.173858 = -652337.267245
  nChanged 18
		SP:Iteration 32Q (32078.660000 sec): 3 clusters
  Score: Raw -655150.441924 + Penalty 2803.173858 = -652347.268065
  nChanged 12
		SP:Iteration 33Q (32078.870000 sec): 3 clusters
  Score: Raw -655158.650345 + Penalty 2803.173858 = -652355.476487
  nChanged 11
		SP:Iteration 34Q (32079.050000 sec): 3 clusters
  Score: Raw -655168.436434 + Penalty 2803.173858 = -652365.262576
  nChanged 13
		SP:Iteration 35Q (32079.250000 sec): 3 clusters
  Score: Raw -655179.646868 + Penalty 2803.173858 = -652376.473010
  nChanged 14
		SP:Iteration 36Q (32079.460000 sec): 3 clusters
  Score: Raw -655189.039102 + Penalty 2803.173858 = -652385.865244
  nChanged 13
		SP:Iteration 37Q (32079.700000 sec): 3 clusters
  Score: Raw -655199.159942 + Penalty 2803.173858 = -652395.986084
  nChanged 13
		SP:Iteration 38Q (32079.960000 sec): 3 clusters
  Score: Raw -655208.905582 + Penalty 2803.173858 = -652405.731724
  nChanged 8
		SP:Iteration 39Q (32080.150000 sec): 3 clusters
  Score: Raw -655212.333916 + Penalty 2803.173858 = -652409.160057
  nChanged 3
		SP:Iteration 40F (32080.380000 sec): 3 clusters
  Score: Raw -655214.560032 + Penalty 2803.173858 = -652411.386174
  nChanged 1
		SP:Iteration 41Q (32080.560000 sec): 3 clusters
  Score: Raw -655215.332476 + Penalty 2803.173858 = -652412.158618
  nChanged 3
		SP:Iteration 42Q (32080.750000 sec): 3 clusters
  Score: Raw -655217.060820 + Penalty 2803.173858 = -652413.886962
  nChanged 4
		SP:Iteration 43Q (32080.960000 sec): 3 clusters
  Score: Raw -655218.303686 + Penalty 2803.173858 = -652415.129827
  nChanged 2
		SP:Iteration 44Q (32081.160000 sec): 3 clusters
  Score: Raw -655219.447723 + Penalty 2803.173858 = -652416.273865
  nChanged 2
		SP:Iteration 45Q (32081.320000 sec): 3 clusters
  Score: Raw -655220.618461 + Penalty 2803.173858 = -652417.444602
  nChanged 3
		SP:Iteration 46Q (32081.550000 sec): 3 clusters
  Score: Raw -655222.384845 + Penalty 2803.173858 = -652419.210987
  nChanged 2
		SP:Iteration 47Q (32081.720000 sec): 3 clusters
  Score: Raw -655223.696077 + Penalty 2803.173858 = -652420.522219
  nChanged 3
		SP:Iteration 48Q (32081.880000 sec): 3 clusters
  Score: Raw -655225.217353 + Penalty 2803.173858 = -652422.043495
  nChanged 1
		SP:Iteration 49Q (32082.130000 sec): 3 clusters
  Score: Raw -655225.787014 + Penalty 2803.173858 = -652422.613155
  nChanged 2
		SP:Iteration 50Q (32082.340000 sec): 3 clusters
  Score: Raw -655226.738640 + Penalty 2803.173858 = -652423.564782
  nChanged 2
		SP:Iteration 51Q (32082.550000 sec): 3 clusters
  Score: Raw -655227.484036 + Penalty 2803.173858 = -652424.310178
  nChanged 0
		SP:Iteration 52F (32082.730000 sec): 3 clusters
  Score: Raw -655227.484036 + Penalty 2803.173858 = -652424.310178
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 8 (7219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32082.880000 sec): 2 clusters
  Score: Raw -784444.956399 + Penalty 1443.726654 = -783001.229745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32083.130000 sec): 3 clusters
  Score: Raw -780587.753801 + Penalty 2887.453308 = -777700.300492
  nChanged 2972
		SP:Iteration 1F (32083.320000 sec): 3 clusters
  Score: Raw -782347.802710 + Penalty 2887.453308 = -779460.349401
  nChanged 537
		SP:Iteration 2F (32083.600000 sec): 3 clusters
  Score: Raw -782707.197065 + Penalty 2887.453308 = -779819.743757
  nChanged 456
		SP:Iteration 3F (32083.760000 sec): 3 clusters
  Score: Raw -783016.349788 + Penalty 2887.453308 = -780128.896479
  nChanged 426
		SP:Iteration 4F (32084.010000 sec): 3 clusters
  Score: Raw -783305.131101 + Penalty 2887.453308 = -780417.677792
  nChanged 343
		SP:Iteration 5Q (32084.290000 sec): 3 clusters
  Score: Raw -783546.085829 + Penalty 2887.453308 = -780658.632521
  nChanged 308
		SP:Iteration 6Q (32084.500000 sec): 3 clusters
  Score: Raw -783752.117696 + Penalty 2887.453308 = -780864.664387
  nChanged 265
		SP:Iteration 7Q (32084.800000 sec): 3 clusters
  Score: Raw -783913.841133 + Penalty 2887.453308 = -781026.387824
  nChanged 241
		SP:Iteration 8Q (32085.070000 sec): 3 clusters
  Score: Raw -784060.742124 + Penalty 2887.453308 = -781173.288816
  nChanged 195
		SP:Iteration 9Q (32085.290000 sec): 3 clusters
  Score: Raw -784171.516435 + Penalty 2887.453308 = -781284.063126
  nChanged 172
		SP:Iteration 10Q (32085.510000 sec): 3 clusters
  Score: Raw -784267.796617 + Penalty 2887.453308 = -781380.343308
  nChanged 139
		SP:Iteration 11Q (32085.780000 sec): 3 clusters
  Score: Raw -784329.649762 + Penalty 2887.453308 = -781442.196453
  nChanged 121
		SP:Iteration 12Q (32085.960000 sec): 3 clusters
  Score: Raw -784374.205726 + Penalty 2887.453308 = -781486.752417
  nChanged 83
		SP:Iteration 13Q (32086.180000 sec): 3 clusters
  Score: Raw -784404.197919 + Penalty 2887.453308 = -781516.744611
  nChanged 74
		SP:Iteration 14Q (32086.420000 sec): 3 clusters
  Score: Raw -784429.642421 + Penalty 2887.453308 = -781542.189112
  nChanged 64
		SP:Iteration 15Q (32086.660000 sec): 3 clusters
  Score: Raw -784449.781964 + Penalty 2887.453308 = -781562.328656
  nChanged 52
		SP:Iteration 16Q (32086.860000 sec): 3 clusters
  Score: Raw -784467.567777 + Penalty 2887.453308 = -781580.114469
  nChanged 40
		SP:Iteration 17Q (32087.040000 sec): 3 clusters
  Score: Raw -784482.431735 + Penalty 2887.453308 = -781594.978427
  nChanged 40
		SP:Iteration 18Q (32087.260000 sec): 3 clusters
  Score: Raw -784494.981935 + Penalty 2887.453308 = -781607.528626
  nChanged 33
		SP:Iteration 19Q (32087.450000 sec): 3 clusters
  Score: Raw -784504.556488 + Penalty 2887.453308 = -781617.103179
  nChanged 28
		SP:Iteration 20F (32087.620000 sec): 3 clusters
  Score: Raw -784513.608510 + Penalty 2887.453308 = -781626.155202
  nChanged 30
		SP:Iteration 21Q (32087.870000 sec): 3 clusters
  Score: Raw -784524.396036 + Penalty 2887.453308 = -781636.942728
  nChanged 34
		SP:Iteration 22Q (32088.060000 sec): 3 clusters
  Score: Raw -784533.491527 + Penalty 2887.453308 = -781646.038218
  nChanged 22
		SP:Iteration 23Q (32088.310000 sec): 3 clusters
  Score: Raw -784539.098438 + Penalty 2887.453308 = -781651.645130
  nChanged 23
		SP:Iteration 24Q (32088.550000 sec): 3 clusters
  Score: Raw -784546.180670 + Penalty 2887.453308 = -781658.727361
  nChanged 21
		SP:Iteration 25Q (32088.810000 sec): 3 clusters
  Score: Raw -784551.009095 + Penalty 2887.453308 = -781663.555786
  nChanged 17
		SP:Iteration 26Q (32089.090000 sec): 3 clusters
  Score: Raw -784555.362694 + Penalty 2887.453308 = -781667.909385
  nChanged 21
		SP:Iteration 27Q (32089.300000 sec): 3 clusters
  Score: Raw -784560.611455 + Penalty 2887.453308 = -781673.158146
  nChanged 22
		SP:Iteration 28Q (32089.530000 sec): 3 clusters
  Score: Raw -784566.135148 + Penalty 2887.453308 = -781678.681839
  nChanged 28
		SP:Iteration 29Q (32089.840000 sec): 3 clusters
  Score: Raw -784575.033961 + Penalty 2887.453308 = -781687.580652
  nChanged 28
		SP:Iteration 30Q (32090.100000 sec): 3 clusters
  Score: Raw -784582.976834 + Penalty 2887.453308 = -781695.523526
  nChanged 25
		SP:Iteration 31Q (32090.300000 sec): 3 clusters
  Score: Raw -784591.486459 + Penalty 2887.453308 = -781704.033150
  nChanged 24
		SP:Iteration 32Q (32090.580000 sec): 3 clusters
  Score: Raw -784597.987741 + Penalty 2887.453308 = -781710.534433
  nChanged 27
		SP:Iteration 33Q (32090.830000 sec): 3 clusters
  Score: Raw -784606.437823 + Penalty 2887.453308 = -781718.984514
  nChanged 37
		SP:Iteration 34Q (32091.040000 sec): 3 clusters
  Score: Raw -784617.411331 + Penalty 2887.453308 = -781729.958023
  nChanged 34
		SP:Iteration 35Q (32091.270000 sec): 3 clusters
  Score: Raw -784626.297533 + Penalty 2887.453308 = -781738.844225
  nChanged 23
		SP:Iteration 36Q (32091.530000 sec): 3 clusters
  Score: Raw -784631.802948 + Penalty 2887.453308 = -781744.349639
  nChanged 20
		SP:Iteration 37Q (32091.780000 sec): 3 clusters
  Score: Raw -784636.911639 + Penalty 2887.453308 = -781749.458330
  nChanged 18
		SP:Iteration 38Q (32091.970000 sec): 3 clusters
  Score: Raw -784640.712566 + Penalty 2887.453308 = -781753.259258
  nChanged 12
		SP:Iteration 39Q (32092.140000 sec): 3 clusters
  Score: Raw -784644.479146 + Penalty 2887.453308 = -781757.025837
  nChanged 9
		SP:Iteration 40F (32092.380000 sec): 3 clusters
  Score: Raw -784646.913036 + Penalty 2887.453308 = -781759.459727
  nChanged 9
		SP:Iteration 41Q (32092.600000 sec): 3 clusters
  Score: Raw -784648.552099 + Penalty 2887.453308 = -781761.098791
  nChanged 10
		SP:Iteration 42Q (32092.820000 sec): 3 clusters
  Score: Raw -784650.396126 + Penalty 2887.453308 = -781762.942818
  nChanged 9
		SP:Iteration 43Q (32093.030000 sec): 3 clusters
  Score: Raw -784652.632601 + Penalty 2887.453308 = -781765.179292
  nChanged 9
		SP:Iteration 44Q (32093.280000 sec): 3 clusters
  Score: Raw -784654.764656 + Penalty 2887.453308 = -781767.311348
  nChanged 11
		SP:Iteration 45Q (32093.460000 sec): 3 clusters
  Score: Raw -784656.920791 + Penalty 2887.453308 = -781769.467483
  nChanged 6
		SP:Iteration 46Q (32093.680000 sec): 3 clusters
  Score: Raw -784658.402027 + Penalty 2887.453308 = -781770.948718
  nChanged 6
		SP:Iteration 47Q (32093.870000 sec): 3 clusters
  Score: Raw -784659.494094 + Penalty 2887.453308 = -781772.040786
  nChanged 5
		SP:Iteration 48Q (32094.120000 sec): 3 clusters
  Score: Raw -784660.258080 + Penalty 2887.453308 = -781772.804772
  nChanged 2
		SP:Iteration 49Q (32094.320000 sec): 3 clusters
  Score: Raw -784660.620915 + Penalty 2887.453308 = -781773.167606
  nChanged 1
		SP:Iteration 50Q (32094.470000 sec): 3 clusters
  Score: Raw -784660.712771 + Penalty 2887.453308 = -781773.259462
  nChanged 0
		SP:Iteration 51F (32094.710000 sec): 3 clusters
  Score: Raw -784660.712771 + Penalty 2887.453308 = -781773.259462
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32094.840000 sec): 2 clusters
  Score: Raw -11128.830052 + Penalty 783.295754 = -10345.534297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32095.010000 sec): 3 clusters
  Score: Raw -11506.175605 + Penalty 1566.591509 = -9939.584097
  nChanged 22
		SP:Iteration 1F (32095.190000 sec): 3 clusters
  Score: Raw -11637.160215 + Penalty 1566.591509 = -10070.568706
  nChanged 7
		SP:Iteration 2F (32095.370000 sec): 3 clusters
  Score: Raw -11682.211058 + Penalty 1566.591509 = -10115.619550
  nChanged 3
		SP:Iteration 3Q (32095.580000 sec): 3 clusters
  Score: Raw -11705.204370 + Penalty 1566.591509 = -10138.612862
  nChanged 1
		SP:Iteration 4Q (32095.730000 sec): 3 clusters
  Score: Raw -11722.234933 + Penalty 1566.591509 = -10155.643424
  nChanged 0
		SP:Iteration 5F (32095.940000 sec): 3 clusters
  Score: Raw -11722.234933 + Penalty 1566.591509 = -10155.643424
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 10 (55106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32096.320000 sec): 2 clusters
  Score: Raw -5839193.464092 + Penalty 1774.014756 = -5837419.449336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32096.840000 sec): 3 clusters
  Score: Raw -5804425.538421 + Penalty 3548.029512 = -5800877.508909
  nChanged 25817
		SP:Iteration 1F (32097.360000 sec): 3 clusters
  Score: Raw -5819559.029535 + Penalty 3548.029512 = -5816011.000024
  nChanged 2908
		SP:Iteration 2F (32097.820000 sec): 3 clusters
  Score: Raw -5820708.636458 + Penalty 3548.029512 = -5817160.606946
  nChanged 2862
		SP:Iteration 3F (32098.390000 sec): 3 clusters
  Score: Raw -5821895.156070 + Penalty 3548.029512 = -5818347.126559
  nChanged 2868
		SP:Iteration 4F (32098.900000 sec): 3 clusters
  Score: Raw -5823120.266352 + Penalty 3548.029512 = -5819572.236840
  nChanged 2701
		SP:Iteration 5Q (32099.480000 sec): 3 clusters
  Score: Raw -5824264.962940 + Penalty 3548.029512 = -5820716.933429
  nChanged 2532
		SP:Iteration 6Q (32100.040000 sec): 3 clusters
  Score: Raw -5825365.742176 + Penalty 3548.029512 = -5821817.712664
  nChanged 2484
		SP:Iteration 7Q (32100.520000 sec): 3 clusters
  Score: Raw -5826493.856832 + Penalty 3548.029512 = -5822945.827320
  nChanged 2511
		SP:Iteration 8Q (32101.090000 sec): 3 clusters
  Score: Raw -5827792.272975 + Penalty 3548.029512 = -5824244.243463
  nChanged 2522
		SP:Iteration 9Q (32101.680000 sec): 3 clusters
  Score: Raw -5829103.989960 + Penalty 3548.029512 = -5825555.960448
  nChanged 2318
		SP:Iteration 10Q (32102.200000 sec): 3 clusters
  Score: Raw -5830267.410040 + Penalty 3548.029512 = -5826719.380528
  nChanged 2053
		SP:Iteration 11Q (32102.780000 sec): 3 clusters
  Score: Raw -5831199.066103 + Penalty 3548.029512 = -5827651.036592
  nChanged 1747
		SP:Iteration 12Q (32103.280000 sec): 3 clusters
  Score: Raw -5831840.154729 + Penalty 3548.029512 = -5828292.125218
  nChanged 1365
		SP:Iteration 13Q (32103.810000 sec): 3 clusters
  Score: Raw -5832245.493604 + Penalty 3548.029512 = -5828697.464092
  nChanged 1017
		SP:Iteration 14Q (32104.300000 sec): 3 clusters
  Score: Raw -5832479.695613 + Penalty 3548.029512 = -5828931.666101
  nChanged 791
		SP:Iteration 15Q (32104.760000 sec): 3 clusters
  Score: Raw -5832644.719580 + Penalty 3548.029512 = -5829096.690068
  nChanged 633
		SP:Iteration 16Q (32105.270000 sec): 3 clusters
  Score: Raw -5832765.158417 + Penalty 3548.029512 = -5829217.128905
  nChanged 541
		SP:Iteration 17Q (32105.720000 sec): 3 clusters
  Score: Raw -5832861.937937 + Penalty 3548.029512 = -5829313.908425
  nChanged 477
		SP:Iteration 18Q (32106.270000 sec): 3 clusters
  Score: Raw -5832946.841928 + Penalty 3548.029512 = -5829398.812416
  nChanged 477
		SP:Iteration 19Q (32106.780000 sec): 3 clusters
  Score: Raw -5833022.697677 + Penalty 3548.029512 = -5829474.668166
  nChanged 439
		SP:Iteration 20F (32107.230000 sec): 3 clusters
  Score: Raw -5833094.382632 + Penalty 3548.029512 = -5829546.353120
  nChanged 452
		SP:Iteration 21Q (32107.760000 sec): 3 clusters
  Score: Raw -5833163.071158 + Penalty 3548.029512 = -5829615.041646
  nChanged 403
		SP:Iteration 22Q (32108.270000 sec): 3 clusters
  Score: Raw -5833219.174369 + Penalty 3548.029512 = -5829671.144857
  nChanged 389
		SP:Iteration 23Q (32108.790000 sec): 3 clusters
  Score: Raw -5833274.166392 + Penalty 3548.029512 = -5829726.136880
  nChanged 385
		SP:Iteration 24Q (32109.300000 sec): 3 clusters
  Score: Raw -5833326.563809 + Penalty 3548.029512 = -5829778.534297
  nChanged 382
		SP:Iteration 25Q (32109.790000 sec): 3 clusters
  Score: Raw -5833374.816047 + Penalty 3548.029512 = -5829826.786535
  nChanged 351
		SP:Iteration 26Q (32110.300000 sec): 3 clusters
  Score: Raw -5833418.218695 + Penalty 3548.029512 = -5829870.189183
  nChanged 329
		SP:Iteration 27Q (32110.760000 sec): 3 clusters
  Score: Raw -5833455.901457 + Penalty 3548.029512 = -5829907.871945
  nChanged 274
		SP:Iteration 28Q (32111.200000 sec): 3 clusters
  Score: Raw -5833483.062246 + Penalty 3548.029512 = -5829935.032734
  nChanged 282
		SP:Iteration 29Q (32111.690000 sec): 3 clusters
  Score: Raw -5833512.775522 + Penalty 3548.029512 = -5829964.746010
  nChanged 252
		SP:Iteration 30Q (32112.250000 sec): 3 clusters
  Score: Raw -5833538.292744 + Penalty 3548.029512 = -5829990.263233
  nChanged 242
		SP:Iteration 31Q (32112.720000 sec): 3 clusters
  Score: Raw -5833561.016569 + Penalty 3548.029512 = -5830012.987058
  nChanged 231
		SP:Iteration 32Q (32113.230000 sec): 3 clusters
  Score: Raw -5833582.188293 + Penalty 3548.029512 = -5830034.158782
  nChanged 221
		SP:Iteration 33Q (32113.730000 sec): 3 clusters
  Score: Raw -5833603.463015 + Penalty 3548.029512 = -5830055.433503
  nChanged 232
		SP:Iteration 34Q (32114.210000 sec): 3 clusters
  Score: Raw -5833627.784539 + Penalty 3548.029512 = -5830079.755027
  nChanged 236
		SP:Iteration 35Q (32114.790000 sec): 3 clusters
  Score: Raw -5833651.089258 + Penalty 3548.029512 = -5830103.059747
  nChanged 245
		SP:Iteration 36Q (32115.230000 sec): 3 clusters
  Score: Raw -5833674.712869 + Penalty 3548.029512 = -5830126.683357
  nChanged 231
		SP:Iteration 37Q (32115.760000 sec): 3 clusters
  Score: Raw -5833697.425891 + Penalty 3548.029512 = -5830149.396380
  nChanged 228
		SP:Iteration 38Q (32116.310000 sec): 3 clusters
  Score: Raw -5833717.133605 + Penalty 3548.029512 = -5830169.104093
  nChanged 220
		SP:Iteration 39Q (32116.850000 sec): 3 clusters
  Score: Raw -5833739.252889 + Penalty 3548.029512 = -5830191.223377
  nChanged 261
		SP:Iteration 40F (32117.350000 sec): 3 clusters
  Score: Raw -5833767.997033 + Penalty 3548.029512 = -5830219.967521
  nChanged 274
		SP:Iteration 41Q (32117.920000 sec): 3 clusters
  Score: Raw -5833801.085891 + Penalty 3548.029512 = -5830253.056380
  nChanged 267
		SP:Iteration 42Q (32118.430000 sec): 3 clusters
  Score: Raw -5833836.276886 + Penalty 3548.029512 = -5830288.247375
  nChanged 279
		SP:Iteration 43Q (32118.880000 sec): 3 clusters
  Score: Raw -5833873.488310 + Penalty 3548.029512 = -5830325.458798
  nChanged 301
		SP:Iteration 44Q (32119.370000 sec): 3 clusters
  Score: Raw -5833911.189568 + Penalty 3548.029512 = -5830363.160056
  nChanged 297
		SP:Iteration 45Q (32119.950000 sec): 3 clusters
  Score: Raw -5833944.832284 + Penalty 3548.029512 = -5830396.802772
  nChanged 271
		SP:Iteration 46Q (32120.460000 sec): 3 clusters
  Score: Raw -5833975.618463 + Penalty 3548.029512 = -5830427.588952
  nChanged 246
		SP:Iteration 47Q (32120.990000 sec): 3 clusters
  Score: Raw -5833997.466985 + Penalty 3548.029512 = -5830449.437474
  nChanged 194
		SP:Iteration 48Q (32121.520000 sec): 3 clusters
  Score: Raw -5834013.894091 + Penalty 3548.029512 = -5830465.864580
  nChanged 175
		SP:Iteration 49Q (32122.100000 sec): 3 clusters
  Score: Raw -5834028.791969 + Penalty 3548.029512 = -5830480.762458
  nChanged 188
		SP:Iteration 50Q (32122.600000 sec): 3 clusters
  Score: Raw -5834045.439723 + Penalty 3548.029512 = -5830497.410211
  nChanged 177
		SP:Iteration 51Q (32123.160000 sec): 3 clusters
  Score: Raw -5834063.752854 + Penalty 3548.029512 = -5830515.723342
  nChanged 217
		SP:Iteration 52Q (32123.660000 sec): 3 clusters
  Score: Raw -5834084.029054 + Penalty 3548.029512 = -5830535.999542
  nChanged 211
		SP:Iteration 53Q (32124.200000 sec): 3 clusters
  Score: Raw -5834102.529394 + Penalty 3548.029512 = -5830554.499882
  nChanged 182
		SP:Iteration 54Q (32124.720000 sec): 3 clusters
  Score: Raw -5834116.479277 + Penalty 3548.029512 = -5830568.449765
  nChanged 159
		SP:Iteration 55Q (32125.230000 sec): 3 clusters
  Score: Raw -5834129.258851 + Penalty 3548.029512 = -5830581.229339
  nChanged 173
		SP:Iteration 56Q (32125.770000 sec): 3 clusters
  Score: Raw -5834141.732122 + Penalty 3548.029512 = -5830593.702610
  nChanged 173
		SP:Iteration 57Q (32126.300000 sec): 3 clusters
  Score: Raw -5834154.376776 + Penalty 3548.029512 = -5830606.347264
  nChanged 157
		SP:Iteration 58Q (32126.780000 sec): 3 clusters
  Score: Raw -5834168.162438 + Penalty 3548.029512 = -5830620.132927
  nChanged 166
		SP:Iteration 59Q (32127.260000 sec): 3 clusters
  Score: Raw -5834183.284530 + Penalty 3548.029512 = -5830635.255018
  nChanged 177
		SP:Iteration 60F (32127.690000 sec): 3 clusters
  Score: Raw -5834196.770489 + Penalty 3548.029512 = -5830648.740977
  nChanged 172
		SP:Iteration 61Q (32128.180000 sec): 3 clusters
  Score: Raw -5834211.158444 + Penalty 3548.029512 = -5830663.128932
  nChanged 182
		SP:Iteration 62Q (32128.660000 sec): 3 clusters
  Score: Raw -5834227.206413 + Penalty 3548.029512 = -5830679.176902
  nChanged 195
		SP:Iteration 63Q (32129.120000 sec): 3 clusters
  Score: Raw -5834246.628920 + Penalty 3548.029512 = -5830698.599408
  nChanged 197
		SP:Iteration 64Q (32129.590000 sec): 3 clusters
  Score: Raw -5834265.583507 + Penalty 3548.029512 = -5830717.553995
  nChanged 201
		SP:Iteration 65Q (32130.080000 sec): 3 clusters
  Score: Raw -5834285.994944 + Penalty 3548.029512 = -5830737.965432
  nChanged 214
		SP:Iteration 66Q (32130.550000 sec): 3 clusters
  Score: Raw -5834304.671681 + Penalty 3548.029512 = -5830756.642170
  nChanged 207
		SP:Iteration 67Q (32131.030000 sec): 3 clusters
  Score: Raw -5834321.070594 + Penalty 3548.029512 = -5830773.041082
  nChanged 176
		SP:Iteration 68Q (32131.490000 sec): 3 clusters
  Score: Raw -5834335.473001 + Penalty 3548.029512 = -5830787.443490
  nChanged 181
		SP:Iteration 69Q (32131.920000 sec): 3 clusters
  Score: Raw -5834349.151667 + Penalty 3548.029512 = -5830801.122155
  nChanged 169
		SP:Iteration 70Q (32132.340000 sec): 3 clusters
  Score: Raw -5834363.538006 + Penalty 3548.029512 = -5830815.508494
  nChanged 171
		SP:Iteration 71Q (32132.810000 sec): 3 clusters
  Score: Raw -5834380.501655 + Penalty 3548.029512 = -5830832.472143
  nChanged 205
		SP:Iteration 72Q (32133.280000 sec): 3 clusters
  Score: Raw -5834399.796512 + Penalty 3548.029512 = -5830851.767001
  nChanged 204
		SP:Iteration 73Q (32133.720000 sec): 3 clusters
  Score: Raw -5834417.334097 + Penalty 3548.029512 = -5830869.304585
  nChanged 194
		SP:Iteration 74Q (32134.210000 sec): 3 clusters
  Score: Raw -5834434.631869 + Penalty 3548.029512 = -5830886.602357
  nChanged 201
		SP:Iteration 75Q (32134.760000 sec): 3 clusters
  Score: Raw -5834453.236046 + Penalty 3548.029512 = -5830905.206534
  nChanged 210
		SP:Iteration 76Q (32135.250000 sec): 3 clusters
  Score: Raw -5834474.466720 + Penalty 3548.029512 = -5830926.437208
  nChanged 221
		SP:Iteration 77Q (32135.750000 sec): 3 clusters
  Score: Raw -5834498.853379 + Penalty 3548.029512 = -5830950.823867
  nChanged 233
		SP:Iteration 78Q (32136.230000 sec): 3 clusters
  Score: Raw -5834524.721622 + Penalty 3548.029512 = -5830976.692110
  nChanged 256
		SP:Iteration 79Q (32136.720000 sec): 3 clusters
  Score: Raw -5834553.910100 + Penalty 3548.029512 = -5831005.880588
  nChanged 265
		SP:Iteration 80F (32137.230000 sec): 3 clusters
  Score: Raw -5834583.618111 + Penalty 3548.029512 = -5831035.588599
  nChanged 259
		SP:Iteration 81Q (32137.740000 sec): 3 clusters
  Score: Raw -5834615.464416 + Penalty 3548.029512 = -5831067.434905
  nChanged 296
		SP:Iteration 82Q (32138.290000 sec): 3 clusters
  Score: Raw -5834649.950105 + Penalty 3548.029512 = -5831101.920593
  nChanged 292
		SP:Iteration 83Q (32138.840000 sec): 3 clusters
  Score: Raw -5834681.285320 + Penalty 3548.029512 = -5831133.255808
  nChanged 269
		SP:Iteration 84Q (32139.330000 sec): 3 clusters
  Score: Raw -5834713.319567 + Penalty 3548.029512 = -5831165.290055
  nChanged 300
		SP:Iteration 85Q (32139.830000 sec): 3 clusters
  Score: Raw -5834752.478220 + Penalty 3548.029512 = -5831204.448709
  nChanged 302
		SP:Iteration 86Q (32140.340000 sec): 3 clusters
  Score: Raw -5834790.004010 + Penalty 3548.029512 = -5831241.974499
  nChanged 310
		SP:Iteration 87Q (32140.880000 sec): 3 clusters
  Score: Raw -5834829.983206 + Penalty 3548.029512 = -5831281.953694
  nChanged 332
		SP:Iteration 88Q (32141.400000 sec): 3 clusters
  Score: Raw -5834876.757247 + Penalty 3548.029512 = -5831328.727736
  nChanged 356
		SP:Iteration 89Q (32141.920000 sec): 3 clusters
  Score: Raw -5834925.475759 + Penalty 3548.029512 = -5831377.446247
  nChanged 343
		SP:Iteration 90Q (32142.440000 sec): 3 clusters
  Score: Raw -5834972.083736 + Penalty 3548.029512 = -5831424.054224
  nChanged 362
		SP:Iteration 91Q (32142.930000 sec): 3 clusters
  Score: Raw -5835017.874888 + Penalty 3548.029512 = -5831469.845376
  nChanged 343
		SP:Iteration 92Q (32143.460000 sec): 3 clusters
  Score: Raw -5835064.211234 + Penalty 3548.029512 = -5831516.181723
  nChanged 332
		SP:Iteration 93Q (32144.010000 sec): 3 clusters
  Score: Raw -5835109.403411 + Penalty 3548.029512 = -5831561.373900
  nChanged 324
		SP:Iteration 94Q (32144.500000 sec): 3 clusters
  Score: Raw -5835153.811578 + Penalty 3548.029512 = -5831605.782067
  nChanged 340
		SP:Iteration 95Q (32144.980000 sec): 3 clusters
  Score: Raw -5835202.241729 + Penalty 3548.029512 = -5831654.212217
  nChanged 365
		SP:Iteration 96Q (32145.500000 sec): 3 clusters
  Score: Raw -5835257.257140 + Penalty 3548.029512 = -5831709.227628
  nChanged 382
		SP:Iteration 97Q (32145.950000 sec): 3 clusters
  Score: Raw -5835316.774934 + Penalty 3548.029512 = -5831768.745422
  nChanged 410
		SP:Iteration 98Q (32146.490000 sec): 3 clusters
  Score: Raw -5835377.093082 + Penalty 3548.029512 = -5831829.063570
  nChanged 393
		SP:Iteration 99Q (32146.940000 sec): 3 clusters
  Score: Raw -5835436.177076 + Penalty 3548.029512 = -5831888.147564
  nChanged 430
		SP:Iteration 100F (32147.420000 sec): 3 clusters
  Score: Raw -5835509.261502 + Penalty 3548.029512 = -5831961.231991
  nChanged 459
		SP:Iteration 101Q (32147.900000 sec): 3 clusters
  Score: Raw -5835589.586858 + Penalty 3548.029512 = -5832041.557346
  nChanged 454
		SP:Iteration 102Q (32148.380000 sec): 3 clusters
  Score: Raw -5835675.570165 + Penalty 3548.029512 = -5832127.540653
  nChanged 476
		SP:Iteration 103Q (32148.860000 sec): 3 clusters
  Score: Raw -5835770.405849 + Penalty 3548.029512 = -5832222.376337
  nChanged 494
		SP:Iteration 104Q (32149.310000 sec): 3 clusters
  Score: Raw -5835872.367251 + Penalty 3548.029512 = -5832324.337739
  nChanged 473
		SP:Iteration 105Q (32149.780000 sec): 3 clusters
  Score: Raw -5835959.770677 + Penalty 3548.029512 = -5832411.741166
  nChanged 417
		SP:Iteration 106Q (32150.220000 sec): 3 clusters
  Score: Raw -5836035.472290 + Penalty 3548.029512 = -5832487.442778
  nChanged 442
		SP:Iteration 107Q (32150.700000 sec): 3 clusters
  Score: Raw -5836126.407871 + Penalty 3548.029512 = -5832578.378360
  nChanged 461
		SP:Iteration 108Q (32151.160000 sec): 3 clusters
  Score: Raw -5836221.365212 + Penalty 3548.029512 = -5832673.335700
  nChanged 454
		SP:Iteration 109Q (32151.610000 sec): 3 clusters
  Score: Raw -5836321.824654 + Penalty 3548.029512 = -5832773.795142
  nChanged 422
		SP:Iteration 110Q (32152.080000 sec): 3 clusters
  Score: Raw -5836410.111925 + Penalty 3548.029512 = -5832862.082413
  nChanged 430
		SP:Iteration 111Q (32152.590000 sec): 3 clusters
  Score: Raw -5836501.533434 + Penalty 3548.029512 = -5832953.503922
  nChanged 410
		SP:Iteration 112Q (32153.040000 sec): 3 clusters
  Score: Raw -5836583.554670 + Penalty 3548.029512 = -5833035.525158
  nChanged 410
		SP:Iteration 113Q (32153.600000 sec): 3 clusters
  Score: Raw -5836663.791187 + Penalty 3548.029512 = -5833115.761675
  nChanged 412
		SP:Iteration 114Q (32153.980000 sec): 3 clusters
  Score: Raw -5836744.199260 + Penalty 3548.029512 = -5833196.169748
  nChanged 421
		SP:Iteration 115Q (32154.480000 sec): 3 clusters
  Score: Raw -5836834.810004 + Penalty 3548.029512 = -5833286.780492
  nChanged 413
		SP:Iteration 116Q (32154.950000 sec): 3 clusters
  Score: Raw -5836923.521540 + Penalty 3548.029512 = -5833375.492029
  nChanged 428
		SP:Iteration 117Q (32155.400000 sec): 3 clusters
  Score: Raw -5837024.407488 + Penalty 3548.029512 = -5833476.377977
  nChanged 430
		SP:Iteration 118Q (32155.880000 sec): 3 clusters
  Score: Raw -5837121.521445 + Penalty 3548.029512 = -5833573.491933
  nChanged 371
		SP:Iteration 119Q (32156.410000 sec): 3 clusters
  Score: Raw -5837208.272648 + Penalty 3548.029512 = -5833660.243137
  nChanged 386
		SP:Iteration 120F (32156.910000 sec): 3 clusters
  Score: Raw -5837309.213727 + Penalty 3548.029512 = -5833761.184215
  nChanged 400
		SP:Iteration 121Q (32157.320000 sec): 3 clusters
  Score: Raw -5837417.168872 + Penalty 3548.029512 = -5833869.139360
  nChanged 401
		SP:Iteration 122Q (32157.790000 sec): 3 clusters
  Score: Raw -5837524.732226 + Penalty 3548.029512 = -5833976.702715
  nChanged 390
		SP:Iteration 123Q (32158.280000 sec): 3 clusters
  Score: Raw -5837620.432866 + Penalty 3548.029512 = -5834072.403355
  nChanged 378
		SP:Iteration 124Q (32158.720000 sec): 3 clusters
  Score: Raw -5837717.641376 + Penalty 3548.029512 = -5834169.611864
  nChanged 370
		SP:Iteration 125Q (32159.180000 sec): 3 clusters
  Score: Raw -5837819.885508 + Penalty 3548.029512 = -5834271.855996
  nChanged 362
		SP:Iteration 126Q (32159.570000 sec): 3 clusters
  Score: Raw -5837926.871021 + Penalty 3548.029512 = -5834378.841510
  nChanged 374
		SP:Iteration 127Q (32160.040000 sec): 3 clusters
  Score: Raw -5838058.451593 + Penalty 3548.029512 = -5834510.422082
  nChanged 373
		SP:Iteration 128Q (32160.460000 sec): 3 clusters
  Score: Raw -5838205.700339 + Penalty 3548.029512 = -5834657.670828
  nChanged 408
		SP:Iteration 129Q (32160.900000 sec): 3 clusters
  Score: Raw -5838390.591956 + Penalty 3548.029512 = -5834842.562444
  nChanged 382
		SP:Iteration 130Q (32161.340000 sec): 3 clusters
  Score: Raw -5838597.499675 + Penalty 3548.029512 = -5835049.470164
  nChanged 377
		SP:Iteration 131Q (32161.800000 sec): 3 clusters
  Score: Raw -5838819.778030 + Penalty 3548.029512 = -5835271.748518
  nChanged 338
		SP:Iteration 132Q (32162.250000 sec): 3 clusters
  Score: Raw -5838993.870019 + Penalty 3548.029512 = -5835445.840507
  nChanged 288
		SP:Iteration 133Q (32162.680000 sec): 3 clusters
  Score: Raw -5839132.022015 + Penalty 3548.029512 = -5835583.992503
  nChanged 246
		SP:Iteration 134Q (32163.140000 sec): 3 clusters
  Score: Raw -5839222.190242 + Penalty 3548.029512 = -5835674.160730
  nChanged 208
		SP:Iteration 135Q (32163.520000 sec): 3 clusters
  Score: Raw -5839292.306172 + Penalty 3548.029512 = -5835744.276660
  nChanged 187
		SP:Iteration 136Q (32163.970000 sec): 3 clusters
  Score: Raw -5839354.350716 + Penalty 3548.029512 = -5835806.321204
  nChanged 158
		SP:Iteration 137Q (32164.360000 sec): 3 clusters
  Score: Raw -5839399.384012 + Penalty 3548.029512 = -5835851.354500
  nChanged 126
		SP:Iteration 138Q (32164.800000 sec): 3 clusters
  Score: Raw -5839442.822204 + Penalty 3548.029512 = -5835894.792692
  nChanged 130
		SP:Iteration 139Q (32165.220000 sec): 3 clusters
  Score: Raw -5839479.658509 + Penalty 3548.029512 = -5835931.628997
  nChanged 106
		SP:Iteration 140F (32165.630000 sec): 3 clusters
  Score: Raw -5839503.706538 + Penalty 3548.029512 = -5835955.677027
  nChanged 81
		SP:Iteration 141Q (32166.080000 sec): 3 clusters
  Score: Raw -5839523.283684 + Penalty 3548.029512 = -5835975.254172
  nChanged 82
		SP:Iteration 142Q (32166.440000 sec): 3 clusters
  Score: Raw -5839543.412071 + Penalty 3548.029512 = -5835995.382559
  nChanged 69
		SP:Iteration 143Q (32166.940000 sec): 3 clusters
  Score: Raw -5839561.789091 + Penalty 3548.029512 = -5836013.759579
  nChanged 84
		SP:Iteration 144Q (32167.410000 sec): 3 clusters
  Score: Raw -5839588.507024 + Penalty 3548.029512 = -5836040.477513
  nChanged 77
		SP:Iteration 145Q (32167.810000 sec): 3 clusters
  Score: Raw -5839610.729961 + Penalty 3548.029512 = -5836062.700450
  nChanged 87
		SP:Iteration 146Q (32168.280000 sec): 3 clusters
  Score: Raw -5839635.015686 + Penalty 3548.029512 = -5836086.986174
  nChanged 76
		SP:Iteration 147Q (32168.750000 sec): 3 clusters
  Score: Raw -5839655.805803 + Penalty 3548.029512 = -5836107.776292
  nChanged 68
		SP:Iteration 148Q (32169.180000 sec): 3 clusters
  Score: Raw -5839674.358891 + Penalty 3548.029512 = -5836126.329380
  nChanged 67
		SP:Iteration 149Q (32169.640000 sec): 3 clusters
  Score: Raw -5839694.133991 + Penalty 3548.029512 = -5836146.104480
  nChanged 61
		SP:Iteration 150Q (32170.150000 sec): 3 clusters
  Score: Raw -5839711.286491 + Penalty 3548.029512 = -5836163.256979
  nChanged 64
		SP:Iteration 151Q (32170.560000 sec): 3 clusters
  Score: Raw -5839729.223754 + Penalty 3548.029512 = -5836181.194242
  nChanged 59
		SP:Iteration 152Q (32171.010000 sec): 3 clusters
  Score: Raw -5839748.490860 + Penalty 3548.029512 = -5836200.461349
  nChanged 57
		SP:Iteration 153Q (32171.540000 sec): 3 clusters
  Score: Raw -5839764.638694 + Penalty 3548.029512 = -5836216.609182
  nChanged 43
		SP:Iteration 154Q (32171.970000 sec): 3 clusters
  Score: Raw -5839774.995749 + Penalty 3548.029512 = -5836226.966237
  nChanged 31
		SP:Iteration 155Q (32172.410000 sec): 3 clusters
  Score: Raw -5839783.359167 + Penalty 3548.029512 = -5836235.329655
  nChanged 28
		SP:Iteration 156Q (32172.810000 sec): 3 clusters
  Score: Raw -5839791.086010 + Penalty 3548.029512 = -5836243.056498
  nChanged 36
		SP:Iteration 157Q (32173.230000 sec): 3 clusters
  Score: Raw -5839801.213974 + Penalty 3548.029512 = -5836253.184463
  nChanged 29
		SP:Iteration 158Q (32173.690000 sec): 3 clusters
  Score: Raw -5839807.862166 + Penalty 3548.029512 = -5836259.832654
  nChanged 24
		SP:Iteration 159Q (32174.120000 sec): 3 clusters
  Score: Raw -5839815.566814 + Penalty 3548.029512 = -5836267.537302
  nChanged 35
		SP:Iteration 160F (32174.580000 sec): 3 clusters
  Score: Raw -5839826.898208 + Penalty 3548.029512 = -5836278.868696
  nChanged 37
		SP:Iteration 161Q (32174.950000 sec): 3 clusters
  Score: Raw -5839837.932465 + Penalty 3548.029512 = -5836289.902953
  nChanged 23
		SP:Iteration 162Q (32175.400000 sec): 3 clusters
  Score: Raw -5839844.042742 + Penalty 3548.029512 = -5836296.013230
  nChanged 12
		SP:Iteration 163Q (32175.840000 sec): 3 clusters
  Score: Raw -5839846.546423 + Penalty 3548.029512 = -5836298.516911
  nChanged 8
		SP:Iteration 164Q (32176.280000 sec): 3 clusters
  Score: Raw -5839848.279628 + Penalty 3548.029512 = -5836300.250116
  nChanged 8
		SP:Iteration 165Q (32176.660000 sec): 3 clusters
  Score: Raw -5839849.701767 + Penalty 3548.029512 = -5836301.672255
  nChanged 3
		SP:Iteration 166Q (32177.030000 sec): 3 clusters
  Score: Raw -5839850.345533 + Penalty 3548.029512 = -5836302.316022
  nChanged 2
		SP:Iteration 167Q (32177.450000 sec): 3 clusters
  Score: Raw -5839850.922559 + Penalty 3548.029512 = -5836302.893047
  nChanged 6
		SP:Iteration 168Q (32177.810000 sec): 3 clusters
  Score: Raw -5839851.665922 + Penalty 3548.029512 = -5836303.636411
  nChanged 2
		SP:Iteration 169Q (32178.240000 sec): 3 clusters
  Score: Raw -5839852.304322 + Penalty 3548.029512 = -5836304.274810
  nChanged 5
		SP:Iteration 170Q (32178.670000 sec): 3 clusters
  Score: Raw -5839854.132768 + Penalty 3548.029512 = -5836306.103256
  nChanged 7
		SP:Iteration 171Q (32179.150000 sec): 3 clusters
  Score: Raw -5839855.341423 + Penalty 3548.029512 = -5836307.311912
  nChanged 5
		SP:Iteration 172Q (32179.560000 sec): 3 clusters
  Score: Raw -5839856.203125 + Penalty 3548.029512 = -5836308.173613
  nChanged 4
		SP:Iteration 173Q (32179.960000 sec): 3 clusters
  Score: Raw -5839856.765085 + Penalty 3548.029512 = -5836308.735573
  nChanged 3
		SP:Iteration 174Q (32180.370000 sec): 3 clusters
  Score: Raw -5839856.969995 + Penalty 3548.029512 = -5836308.940483
  nChanged 1
		SP:Iteration 175Q (32180.800000 sec): 3 clusters
  Score: Raw -5839857.088014 + Penalty 3548.029512 = -5836309.058502
  nChanged 0
		SP:Iteration 176F (32181.240000 sec): 3 clusters
  Score: Raw -5839857.088014 + Penalty 3548.029512 = -5836309.058502
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 11 (9498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32181.420000 sec): 2 clusters
  Score: Raw -1040001.848759 + Penalty 1488.310936 = -1038513.537823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32181.630000 sec): 3 clusters
  Score: Raw -1034629.875944 + Penalty 2976.621872 = -1031653.254072
  nChanged 4094
		SP:Iteration 1F (32181.880000 sec): 3 clusters
  Score: Raw -1036968.900231 + Penalty 2976.621872 = -1033992.278359
  nChanged 662
		SP:Iteration 2F (32182.090000 sec): 3 clusters
  Score: Raw -1037350.857531 + Penalty 2976.621872 = -1034374.235659
  nChanged 608
		SP:Iteration 3F (32182.330000 sec): 3 clusters
  Score: Raw -1037735.448704 + Penalty 2976.621872 = -1034758.826832
  nChanged 581
		SP:Iteration 4F (32182.600000 sec): 3 clusters
  Score: Raw -1038138.131081 + Penalty 2976.621872 = -1035161.509209
  nChanged 546
		SP:Iteration 5F (32182.850000 sec): 3 clusters
  Score: Raw -1038524.236767 + Penalty 2976.621872 = -1035547.614895
  nChanged 510
		SP:Iteration 6F (32183.050000 sec): 3 clusters
  Score: Raw -1038890.879150 + Penalty 2976.621872 = -1035914.257278
  nChanged 463
		SP:Iteration 7Q (32183.300000 sec): 3 clusters
  Score: Raw -1039194.843367 + Penalty 2976.621872 = -1036218.221495
  nChanged 373
		SP:Iteration 8Q (32183.530000 sec): 3 clusters
  Score: Raw -1039396.250196 + Penalty 2976.621872 = -1036419.628324
  nChanged 282
		SP:Iteration 9Q (32183.830000 sec): 3 clusters
  Score: Raw -1039543.840287 + Penalty 2976.621872 = -1036567.218415
  nChanged 229
		SP:Iteration 10Q (32184.150000 sec): 3 clusters
  Score: Raw -1039642.786646 + Penalty 2976.621872 = -1036666.164774
  nChanged 142
		SP:Iteration 11Q (32184.430000 sec): 3 clusters
  Score: Raw -1039691.506517 + Penalty 2976.621872 = -1036714.884645
  nChanged 113
		SP:Iteration 12Q (32184.650000 sec): 3 clusters
  Score: Raw -1039724.491510 + Penalty 2976.621872 = -1036747.869638
  nChanged 99
		SP:Iteration 13Q (32184.920000 sec): 3 clusters
  Score: Raw -1039751.379672 + Penalty 2976.621872 = -1036774.757800
  nChanged 71
		SP:Iteration 14Q (32185.180000 sec): 3 clusters
  Score: Raw -1039768.462369 + Penalty 2976.621872 = -1036791.840497
  nChanged 67
		SP:Iteration 15Q (32185.450000 sec): 3 clusters
  Score: Raw -1039786.410861 + Penalty 2976.621872 = -1036809.788989
  nChanged 68
		SP:Iteration 16Q (32185.700000 sec): 3 clusters
  Score: Raw -1039805.698423 + Penalty 2976.621872 = -1036829.076551
  nChanged 54
		SP:Iteration 17Q (32185.960000 sec): 3 clusters
  Score: Raw -1039824.549844 + Penalty 2976.621872 = -1036847.927972
  nChanged 59
		SP:Iteration 18Q (32186.250000 sec): 3 clusters
  Score: Raw -1039841.503837 + Penalty 2976.621872 = -1036864.881965
  nChanged 63
		SP:Iteration 19Q (32186.510000 sec): 3 clusters
  Score: Raw -1039861.053676 + Penalty 2976.621872 = -1036884.431804
  nChanged 66
		SP:Iteration 20F (32186.710000 sec): 3 clusters
  Score: Raw -1039881.906854 + Penalty 2976.621872 = -1036905.284982
  nChanged 62
		SP:Iteration 21Q (32186.990000 sec): 3 clusters
  Score: Raw -1039899.558932 + Penalty 2976.621872 = -1036922.937061
  nChanged 60
		SP:Iteration 22Q (32187.220000 sec): 3 clusters
  Score: Raw -1039915.553256 + Penalty 2976.621872 = -1036938.931384
  nChanged 49
		SP:Iteration 23Q (32187.430000 sec): 3 clusters
  Score: Raw -1039927.733038 + Penalty 2976.621872 = -1036951.111166
  nChanged 39
		SP:Iteration 24Q (32187.710000 sec): 3 clusters
  Score: Raw -1039933.989397 + Penalty 2976.621872 = -1036957.367525
  nChanged 26
		SP:Iteration 25Q (32187.960000 sec): 3 clusters
  Score: Raw -1039937.435522 + Penalty 2976.621872 = -1036960.813650
  nChanged 19
		SP:Iteration 26Q (32188.210000 sec): 3 clusters
  Score: Raw -1039940.334171 + Penalty 2976.621872 = -1036963.712299
  nChanged 19
		SP:Iteration 27Q (32188.450000 sec): 3 clusters
  Score: Raw -1039943.650222 + Penalty 2976.621872 = -1036967.028350
  nChanged 26
		SP:Iteration 28Q (32188.690000 sec): 3 clusters
  Score: Raw -1039948.556063 + Penalty 2976.621872 = -1036971.934191
  nChanged 26
		SP:Iteration 29Q (32188.910000 sec): 3 clusters
  Score: Raw -1039952.879709 + Penalty 2976.621872 = -1036976.257838
  nChanged 19
		SP:Iteration 30Q (32189.150000 sec): 3 clusters
  Score: Raw -1039956.065675 + Penalty 2976.621872 = -1036979.443803
  nChanged 28
		SP:Iteration 31Q (32189.370000 sec): 3 clusters
  Score: Raw -1039961.931750 + Penalty 2976.621872 = -1036985.309878
  nChanged 23
		SP:Iteration 32Q (32189.610000 sec): 3 clusters
  Score: Raw -1039966.239431 + Penalty 2976.621872 = -1036989.617559
  nChanged 23
		SP:Iteration 33Q (32189.860000 sec): 3 clusters
  Score: Raw -1039970.068828 + Penalty 2976.621872 = -1036993.446956
  nChanged 16
		SP:Iteration 34Q (32190.060000 sec): 3 clusters
  Score: Raw -1039971.851607 + Penalty 2976.621872 = -1036995.229735
  nChanged 15
		SP:Iteration 35Q (32190.280000 sec): 3 clusters
  Score: Raw -1039973.594128 + Penalty 2976.621872 = -1036996.972256
  nChanged 10
		SP:Iteration 36Q (32190.460000 sec): 3 clusters
  Score: Raw -1039974.905680 + Penalty 2976.621872 = -1036998.283808
  nChanged 11
		SP:Iteration 37Q (32190.720000 sec): 3 clusters
  Score: Raw -1039976.260454 + Penalty 2976.621872 = -1036999.638582
  nChanged 7
		SP:Iteration 38Q (32190.990000 sec): 3 clusters
  Score: Raw -1039977.369720 + Penalty 2976.621872 = -1037000.747848
  nChanged 6
		SP:Iteration 39Q (32191.250000 sec): 3 clusters
  Score: Raw -1039978.135472 + Penalty 2976.621872 = -1037001.513600
  nChanged 7
		SP:Iteration 40F (32191.430000 sec): 3 clusters
  Score: Raw -1039978.878141 + Penalty 2976.621872 = -1037002.256269
  nChanged 8
		SP:Iteration 41Q (32191.710000 sec): 3 clusters
  Score: Raw -1039979.820403 + Penalty 2976.621872 = -1037003.198531
  nChanged 6
		SP:Iteration 42Q (32191.980000 sec): 3 clusters
  Score: Raw -1039980.723276 + Penalty 2976.621872 = -1037004.101404
  nChanged 2
		SP:Iteration 43Q (32192.250000 sec): 3 clusters
  Score: Raw -1039981.145493 + Penalty 2976.621872 = -1037004.523621
  nChanged 2
		SP:Iteration 44Q (32192.530000 sec): 3 clusters
  Score: Raw -1039981.466704 + Penalty 2976.621872 = -1037004.844832
  nChanged 1
		SP:Iteration 45Q (32192.740000 sec): 3 clusters
  Score: Raw -1039981.596475 + Penalty 2976.621872 = -1037004.974603
  nChanged 2
		SP:Iteration 46Q (32192.970000 sec): 3 clusters
  Score: Raw -1039982.071425 + Penalty 2976.621872 = -1037005.449553
  nChanged 3
		SP:Iteration 47Q (32193.190000 sec): 3 clusters
  Score: Raw -1039982.371238 + Penalty 2976.621872 = -1037005.749366
  nChanged 0
		SP:Iteration 48F (32193.500000 sec): 3 clusters
  Score: Raw -1039982.371238 + Penalty 2976.621872 = -1037005.749366
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 12 (8146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32193.610000 sec): 2 clusters
  Score: Raw -943395.480653 + Penalty 1463.358372 = -941932.122281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32193.820000 sec): 3 clusters
  Score: Raw -938886.043089 + Penalty 2926.716744 = -935959.326345
  nChanged 3438
		SP:Iteration 1F (32194.040000 sec): 3 clusters
  Score: Raw -940760.244970 + Penalty 2926.716744 = -937833.528226
  nChanged 582
		SP:Iteration 2F (32194.270000 sec): 3 clusters
  Score: Raw -941057.480312 + Penalty 2926.716744 = -938130.763568
  nChanged 467
		SP:Iteration 3F (32194.490000 sec): 3 clusters
  Score: Raw -941321.770184 + Penalty 2926.716744 = -938395.053440
  nChanged 415
		SP:Iteration 4F (32194.790000 sec): 3 clusters
  Score: Raw -941585.137169 + Penalty 2926.716744 = -938658.420425
  nChanged 458
		SP:Iteration 5F (32195.060000 sec): 3 clusters
  Score: Raw -941894.052913 + Penalty 2926.716744 = -938967.336169
  nChanged 441
		SP:Iteration 6F (32195.270000 sec): 3 clusters
  Score: Raw -942205.364973 + Penalty 2926.716744 = -939278.648229
  nChanged 469
		SP:Iteration 7F (32195.530000 sec): 3 clusters
  Score: Raw -942532.144903 + Penalty 2926.716744 = -939605.428159
  nChanged 424
		SP:Iteration 8F (32195.770000 sec): 3 clusters
  Score: Raw -942787.336166 + Penalty 2926.716744 = -939860.619422
  nChanged 330
		SP:Iteration 9Q (32195.950000 sec): 3 clusters
  Score: Raw -942977.220968 + Penalty 2926.716744 = -940050.504224
  nChanged 242
		SP:Iteration 10Q (32196.170000 sec): 3 clusters
  Score: Raw -943127.064309 + Penalty 2926.716744 = -940200.347565
  nChanged 185
		SP:Iteration 11Q (32196.380000 sec): 3 clusters
  Score: Raw -943263.475346 + Penalty 2926.716744 = -940336.758602
  nChanged 175
		SP:Iteration 12Q (32196.590000 sec): 3 clusters
  Score: Raw -943420.061287 + Penalty 2926.716744 = -940493.344543
  nChanged 158
		SP:Iteration 13Q (32196.830000 sec): 3 clusters
  Score: Raw -943565.477987 + Penalty 2926.716744 = -940638.761244
  nChanged 129
		SP:Iteration 14Q (32197.010000 sec): 3 clusters
  Score: Raw -943676.253148 + Penalty 2926.716744 = -940749.536405
  nChanged 101
		SP:Iteration 15Q (32197.220000 sec): 3 clusters
  Score: Raw -943732.713832 + Penalty 2926.716744 = -940805.997089
  nChanged 79
		SP:Iteration 16Q (32197.450000 sec): 3 clusters
  Score: Raw -943765.637055 + Penalty 2926.716744 = -940838.920311
  nChanged 59
		SP:Iteration 17Q (32197.710000 sec): 3 clusters
  Score: Raw -943788.521267 + Penalty 2926.716744 = -940861.804524
  nChanged 65
		SP:Iteration 18Q (32197.960000 sec): 3 clusters
  Score: Raw -943815.055368 + Penalty 2926.716744 = -940888.338624
  nChanged 67
		SP:Iteration 19Q (32198.160000 sec): 3 clusters
  Score: Raw -943838.865219 + Penalty 2926.716744 = -940912.148476
  nChanged 51
		SP:Iteration 20F (32198.370000 sec): 3 clusters
  Score: Raw -943858.820428 + Penalty 2926.716744 = -940932.103684
  nChanged 45
		SP:Iteration 21Q (32198.570000 sec): 3 clusters
  Score: Raw -943874.620935 + Penalty 2926.716744 = -940947.904191
  nChanged 35
		SP:Iteration 22Q (32198.750000 sec): 3 clusters
  Score: Raw -943885.826449 + Penalty 2926.716744 = -940959.109706
  nChanged 30
		SP:Iteration 23Q (32198.940000 sec): 3 clusters
  Score: Raw -943893.436999 + Penalty 2926.716744 = -940966.720255
  nChanged 22
		SP:Iteration 24Q (32199.140000 sec): 3 clusters
  Score: Raw -943900.201021 + Penalty 2926.716744 = -940973.484277
  nChanged 25
		SP:Iteration 25Q (32199.370000 sec): 3 clusters
  Score: Raw -943908.877275 + Penalty 2926.716744 = -940982.160531
  nChanged 24
		SP:Iteration 26Q (32199.570000 sec): 3 clusters
  Score: Raw -943917.461552 + Penalty 2926.716744 = -940990.744808
  nChanged 18
		SP:Iteration 27Q (32199.800000 sec): 3 clusters
  Score: Raw -943922.343474 + Penalty 2926.716744 = -940995.626730
  nChanged 17
		SP:Iteration 28Q (32200.060000 sec): 3 clusters
  Score: Raw -943926.855466 + Penalty 2926.716744 = -941000.138722
  nChanged 16
		SP:Iteration 29Q (32200.240000 sec): 3 clusters
  Score: Raw -943932.150585 + Penalty 2926.716744 = -941005.433842
  nChanged 13
		SP:Iteration 30Q (32200.430000 sec): 3 clusters
  Score: Raw -943935.278596 + Penalty 2926.716744 = -941008.561852
  nChanged 15
		SP:Iteration 31Q (32200.610000 sec): 3 clusters
  Score: Raw -943939.690282 + Penalty 2926.716744 = -941012.973538
  nChanged 9
		SP:Iteration 32Q (32200.830000 sec): 3 clusters
  Score: Raw -943942.513372 + Penalty 2926.716744 = -941015.796628
  nChanged 11
		SP:Iteration 33Q (32201.050000 sec): 3 clusters
  Score: Raw -943945.353104 + Penalty 2926.716744 = -941018.636361
  nChanged 7
		SP:Iteration 34Q (32201.270000 sec): 3 clusters
  Score: Raw -943948.851908 + Penalty 2926.716744 = -941022.135165
  nChanged 9
		SP:Iteration 35Q (32201.440000 sec): 3 clusters
  Score: Raw -943950.959496 + Penalty 2926.716744 = -941024.242752
  nChanged 4
		SP:Iteration 36Q (32201.710000 sec): 3 clusters
  Score: Raw -943951.568232 + Penalty 2926.716744 = -941024.851489
  nChanged 3
		SP:Iteration 37Q (32201.960000 sec): 3 clusters
  Score: Raw -943952.142954 + Penalty 2926.716744 = -941025.426210
  nChanged 3
		SP:Iteration 38Q (32202.150000 sec): 3 clusters
  Score: Raw -943953.455475 + Penalty 2926.716744 = -941026.738732
  nChanged 5
		SP:Iteration 39Q (32202.380000 sec): 3 clusters
  Score: Raw -943954.391084 + Penalty 2926.716744 = -941027.674340
  nChanged 1
		SP:Iteration 40F (32202.580000 sec): 3 clusters
  Score: Raw -943954.642237 + Penalty 2926.716744 = -941027.925493
  nChanged 3
		SP:Iteration 41Q (32202.810000 sec): 3 clusters
  Score: Raw -943955.448987 + Penalty 2926.716744 = -941028.732244
  nChanged 3
		SP:Iteration 42Q (32203.040000 sec): 3 clusters
  Score: Raw -943956.078083 + Penalty 2926.716744 = -941029.361340
  nChanged 4
		SP:Iteration 43Q (32203.260000 sec): 3 clusters
  Score: Raw -943957.279158 + Penalty 2926.716744 = -941030.562415
  nChanged 5
		SP:Iteration 44Q (32203.460000 sec): 3 clusters
  Score: Raw -943959.099334 + Penalty 2926.716744 = -941032.382591
  nChanged 6
		SP:Iteration 45Q (32203.670000 sec): 3 clusters
  Score: Raw -943960.623000 + Penalty 2926.716744 = -941033.906257
  nChanged 8
		SP:Iteration 46Q (32203.890000 sec): 3 clusters
  Score: Raw -943963.756934 + Penalty 2926.716744 = -941037.040190
  nChanged 8
		SP:Iteration 47Q (32204.070000 sec): 3 clusters
  Score: Raw -943965.797423 + Penalty 2926.716744 = -941039.080680
  nChanged 6
		SP:Iteration 48Q (32204.260000 sec): 3 clusters
  Score: Raw -943967.340141 + Penalty 2926.716744 = -941040.623397
  nChanged 3
		SP:Iteration 49Q (32204.440000 sec): 3 clusters
  Score: Raw -943968.150746 + Penalty 2926.716744 = -941041.434002
  nChanged 1
		SP:Iteration 50Q (32204.640000 sec): 3 clusters
  Score: Raw -943968.333889 + Penalty 2926.716744 = -941041.617145
  nChanged 1
		SP:Iteration 51Q (32204.830000 sec): 3 clusters
  Score: Raw -943968.522515 + Penalty 2926.716744 = -941041.805772
  nChanged 2
		SP:Iteration 52Q (32205.040000 sec): 3 clusters
  Score: Raw -943969.165450 + Penalty 2926.716744 = -941042.448707
  nChanged 1
		SP:Iteration 53Q (32205.280000 sec): 3 clusters
  Score: Raw -943969.537823 + Penalty 2926.716744 = -941042.821080
  nChanged 1
		SP:Iteration 54Q (32205.510000 sec): 3 clusters
  Score: Raw -943970.028150 + Penalty 2926.716744 = -941043.311407
  nChanged 0
		SP:Iteration 55F (32205.740000 sec): 3 clusters
  Score: Raw -943970.028150 + Penalty 2926.716744 = -941043.311407
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (41344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32206.080000 sec): 2 clusters
  Score: Raw -4888148.899854 + Penalty 1727.323420 = -4886421.576433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32206.500000 sec): 3 clusters
  Score: Raw -4862248.373608 + Penalty 3454.646841 = -4858793.726767
  nChanged 19221
		SP:Iteration 1F (32206.900000 sec): 3 clusters
  Score: Raw -4873269.397914 + Penalty 3454.646841 = -4869814.751074
  nChanged 1856
		SP:Iteration 2Q (32207.330000 sec): 3 clusters
  Score: Raw -4873918.505394 + Penalty 3454.646841 = -4870463.858553
  nChanged 1950
		SP:Iteration 3Q (32207.670000 sec): 3 clusters
  Score: Raw -4874715.486568 + Penalty 3454.646841 = -4871260.839727
  nChanged 2048
		SP:Iteration 4Q (32208.100000 sec): 3 clusters
  Score: Raw -4875777.267262 + Penalty 3454.646841 = -4872322.620421
  nChanged 2267
		SP:Iteration 5F (32208.480000 sec): 3 clusters
  Score: Raw -4877146.733658 + Penalty 3454.646841 = -4873692.086817
  nChanged 2410
		SP:Iteration 6F (32208.870000 sec): 3 clusters
  Score: Raw -4878722.132210 + Penalty 3454.646841 = -4875267.485370
  nChanged 2536
		SP:Iteration 7F (32209.230000 sec): 3 clusters
  Score: Raw -4880471.434912 + Penalty 3454.646841 = -4877016.788071
  nChanged 2507
		SP:Iteration 8F (32209.610000 sec): 3 clusters
  Score: Raw -4882188.401238 + Penalty 3454.646841 = -4878733.754397
  nChanged 2346
		SP:Iteration 9F (32210.010000 sec): 3 clusters
  Score: Raw -4883721.990601 + Penalty 3454.646841 = -4880267.343761
  nChanged 1938
		SP:Iteration 10Q (32210.490000 sec): 3 clusters
  Score: Raw -4884794.184942 + Penalty 3454.646841 = -4881339.538101
  nChanged 1467
		SP:Iteration 11Q (32210.890000 sec): 3 clusters
  Score: Raw -4885368.091266 + Penalty 3454.646841 = -4881913.444426
  nChanged 912
		SP:Iteration 12Q (32211.310000 sec): 3 clusters
  Score: Raw -4885626.040906 + Penalty 3454.646841 = -4882171.394065
  nChanged 605
		SP:Iteration 13Q (32211.800000 sec): 3 clusters
  Score: Raw -4885779.639993 + Penalty 3454.646841 = -4882324.993152
  nChanged 460
		SP:Iteration 14Q (32212.210000 sec): 3 clusters
  Score: Raw -4885880.016882 + Penalty 3454.646841 = -4882425.370041
  nChanged 404
		SP:Iteration 15Q (32212.600000 sec): 3 clusters
  Score: Raw -4885962.438410 + Penalty 3454.646841 = -4882507.791569
  nChanged 332
		SP:Iteration 16Q (32213.030000 sec): 3 clusters
  Score: Raw -4886026.150626 + Penalty 3454.646841 = -4882571.503786
  nChanged 295
		SP:Iteration 17Q (32213.460000 sec): 3 clusters
  Score: Raw -4886080.999172 + Penalty 3454.646841 = -4882626.352331
  nChanged 279
		SP:Iteration 18Q (32213.850000 sec): 3 clusters
  Score: Raw -4886133.526948 + Penalty 3454.646841 = -4882678.880107
  nChanged 297
		SP:Iteration 19Q (32214.260000 sec): 3 clusters
  Score: Raw -4886194.452377 + Penalty 3454.646841 = -4882739.805536
  nChanged 304
		SP:Iteration 20F (32214.610000 sec): 3 clusters
  Score: Raw -4886255.228160 + Penalty 3454.646841 = -4882800.581319
  nChanged 317
		SP:Iteration 21Q (32215.010000 sec): 3 clusters
  Score: Raw -4886310.786563 + Penalty 3454.646841 = -4882856.139722
  nChanged 287
		SP:Iteration 22Q (32215.380000 sec): 3 clusters
  Score: Raw -4886361.012397 + Penalty 3454.646841 = -4882906.365556
  nChanged 261
		SP:Iteration 23Q (32215.780000 sec): 3 clusters
  Score: Raw -4886408.949683 + Penalty 3454.646841 = -4882954.302842
  nChanged 258
		SP:Iteration 24Q (32216.160000 sec): 3 clusters
  Score: Raw -4886456.184951 + Penalty 3454.646841 = -4883001.538110
  nChanged 275
		SP:Iteration 25Q (32216.540000 sec): 3 clusters
  Score: Raw -4886504.404424 + Penalty 3454.646841 = -4883049.757583
  nChanged 271
		SP:Iteration 26Q (32216.880000 sec): 3 clusters
  Score: Raw -4886550.252063 + Penalty 3454.646841 = -4883095.605222
  nChanged 255
		SP:Iteration 27Q (32217.310000 sec): 3 clusters
  Score: Raw -4886592.431266 + Penalty 3454.646841 = -4883137.784425
  nChanged 243
		SP:Iteration 28Q (32217.710000 sec): 3 clusters
  Score: Raw -4886628.639102 + Penalty 3454.646841 = -4883173.992261
  nChanged 231
		SP:Iteration 29Q (32218.100000 sec): 3 clusters
  Score: Raw -4886662.376769 + Penalty 3454.646841 = -4883207.729928
  nChanged 253
		SP:Iteration 30Q (32218.530000 sec): 3 clusters
  Score: Raw -4886698.529579 + Penalty 3454.646841 = -4883243.882738
  nChanged 241
		SP:Iteration 31Q (32218.990000 sec): 3 clusters
  Score: Raw -4886731.129826 + Penalty 3454.646841 = -4883276.482986
  nChanged 224
		SP:Iteration 32Q (32219.420000 sec): 3 clusters
  Score: Raw -4886759.752425 + Penalty 3454.646841 = -4883305.105584
  nChanged 215
		SP:Iteration 33Q (32219.830000 sec): 3 clusters
  Score: Raw -4886789.649205 + Penalty 3454.646841 = -4883335.002365
  nChanged 223
		SP:Iteration 34Q (32220.230000 sec): 3 clusters
  Score: Raw -4886819.379702 + Penalty 3454.646841 = -4883364.732861
  nChanged 218
		SP:Iteration 35Q (32220.700000 sec): 3 clusters
  Score: Raw -4886848.523437 + Penalty 3454.646841 = -4883393.876597
  nChanged 220
		SP:Iteration 36Q (32221.100000 sec): 3 clusters
  Score: Raw -4886879.787031 + Penalty 3454.646841 = -4883425.140190
  nChanged 257
		SP:Iteration 37Q (32221.510000 sec): 3 clusters
  Score: Raw -4886916.775249 + Penalty 3454.646841 = -4883462.128408
  nChanged 263
		SP:Iteration 38Q (32221.880000 sec): 3 clusters
  Score: Raw -4886957.369063 + Penalty 3454.646841 = -4883502.722222
  nChanged 262
		SP:Iteration 39Q (32222.260000 sec): 3 clusters
  Score: Raw -4886998.409082 + Penalty 3454.646841 = -4883543.762241
  nChanged 252
		SP:Iteration 40F (32222.740000 sec): 3 clusters
  Score: Raw -4887035.955374 + Penalty 3454.646841 = -4883581.308533
  nChanged 261
		SP:Iteration 41Q (32223.050000 sec): 3 clusters
  Score: Raw -4887079.932004 + Penalty 3454.646841 = -4883625.285163
  nChanged 259
		SP:Iteration 42Q (32223.430000 sec): 3 clusters
  Score: Raw -4887121.911854 + Penalty 3454.646841 = -4883667.265013
  nChanged 292
		SP:Iteration 43Q (32223.850000 sec): 3 clusters
  Score: Raw -4887171.445032 + Penalty 3454.646841 = -4883716.798192
  nChanged 305
		SP:Iteration 44Q (32224.240000 sec): 3 clusters
  Score: Raw -4887221.420101 + Penalty 3454.646841 = -4883766.773260
  nChanged 294
		SP:Iteration 45Q (32224.640000 sec): 3 clusters
  Score: Raw -4887271.433524 + Penalty 3454.646841 = -4883816.786683
  nChanged 294
		SP:Iteration 46Q (32225.040000 sec): 3 clusters
  Score: Raw -4887323.132683 + Penalty 3454.646841 = -4883868.485842
  nChanged 293
		SP:Iteration 47Q (32225.500000 sec): 3 clusters
  Score: Raw -4887376.838590 + Penalty 3454.646841 = -4883922.191749
  nChanged 306
		SP:Iteration 48Q (32225.870000 sec): 3 clusters
  Score: Raw -4887434.354446 + Penalty 3454.646841 = -4883979.707605
  nChanged 322
		SP:Iteration 49Q (32226.350000 sec): 3 clusters
  Score: Raw -4887497.201500 + Penalty 3454.646841 = -4884042.554659
  nChanged 308
		SP:Iteration 50Q (32226.770000 sec): 3 clusters
  Score: Raw -4887552.441800 + Penalty 3454.646841 = -4884097.794960
  nChanged 272
		SP:Iteration 51Q (32227.220000 sec): 3 clusters
  Score: Raw -4887594.482247 + Penalty 3454.646841 = -4884139.835406
  nChanged 254
		SP:Iteration 52Q (32227.590000 sec): 3 clusters
  Score: Raw -4887635.727368 + Penalty 3454.646841 = -4884181.080527
  nChanged 264
		SP:Iteration 53Q (32228.050000 sec): 3 clusters
  Score: Raw -4887677.606013 + Penalty 3454.646841 = -4884222.959172
  nChanged 243
		SP:Iteration 54Q (32228.480000 sec): 3 clusters
  Score: Raw -4887717.083029 + Penalty 3454.646841 = -4884262.436188
  nChanged 243
		SP:Iteration 55Q (32228.900000 sec): 3 clusters
  Score: Raw -4887757.732296 + Penalty 3454.646841 = -4884303.085455
  nChanged 244
		SP:Iteration 56Q (32229.250000 sec): 3 clusters
  Score: Raw -4887797.718610 + Penalty 3454.646841 = -4884343.071769
  nChanged 234
		SP:Iteration 57Q (32229.650000 sec): 3 clusters
  Score: Raw -4887834.343939 + Penalty 3454.646841 = -4884379.697098
  nChanged 213
		SP:Iteration 58Q (32230.030000 sec): 3 clusters
  Score: Raw -4887866.968477 + Penalty 3454.646841 = -4884412.321636
  nChanged 201
		SP:Iteration 59Q (32230.380000 sec): 3 clusters
  Score: Raw -4887895.445796 + Penalty 3454.646841 = -4884440.798955
  nChanged 175
		SP:Iteration 60F (32230.760000 sec): 3 clusters
  Score: Raw -4887919.405631 + Penalty 3454.646841 = -4884464.758790
  nChanged 163
		SP:Iteration 61Q (32231.220000 sec): 3 clusters
  Score: Raw -4887941.918376 + Penalty 3454.646841 = -4884487.271536
  nChanged 166
		SP:Iteration 62Q (32231.640000 sec): 3 clusters
  Score: Raw -4887965.969373 + Penalty 3454.646841 = -4884511.322532
  nChanged 168
		SP:Iteration 63Q (32231.990000 sec): 3 clusters
  Score: Raw -4887990.726785 + Penalty 3454.646841 = -4884536.079944
  nChanged 160
		SP:Iteration 64Q (32232.390000 sec): 3 clusters
  Score: Raw -4888015.122138 + Penalty 3454.646841 = -4884560.475297
  nChanged 170
		SP:Iteration 65Q (32232.750000 sec): 3 clusters
  Score: Raw -4888041.201317 + Penalty 3454.646841 = -4884586.554477
  nChanged 150
		SP:Iteration 66Q (32233.090000 sec): 3 clusters
  Score: Raw -4888064.177431 + Penalty 3454.646841 = -4884609.530590
  nChanged 159
		SP:Iteration 67Q (32233.470000 sec): 3 clusters
  Score: Raw -4888089.479349 + Penalty 3454.646841 = -4884634.832508
  nChanged 160
		SP:Iteration 68Q (32233.830000 sec): 3 clusters
  Score: Raw -4888117.351202 + Penalty 3454.646841 = -4884662.704361
  nChanged 171
		SP:Iteration 69Q (32234.230000 sec): 3 clusters
  Score: Raw -4888147.750296 + Penalty 3454.646841 = -4884693.103455
  nChanged 178
		SP:Iteration 70Q (32234.590000 sec): 3 clusters
  Score: Raw -4888180.377020 + Penalty 3454.646841 = -4884725.730180
  nChanged 187
		SP:Iteration 71Q (32234.950000 sec): 3 clusters
  Score: Raw -4888215.025022 + Penalty 3454.646841 = -4884760.378181
  nChanged 168
		SP:Iteration 72Q (32235.290000 sec): 3 clusters
  Score: Raw -4888244.650212 + Penalty 3454.646841 = -4884790.003371
  nChanged 163
		SP:Iteration 73Q (32235.630000 sec): 3 clusters
  Score: Raw -4888272.022585 + Penalty 3454.646841 = -4884817.375745
  nChanged 128
		SP:Iteration 74Q (32235.960000 sec): 3 clusters
  Score: Raw -4888293.061064 + Penalty 3454.646841 = -4884838.414224
  nChanged 136
		SP:Iteration 75Q (32236.300000 sec): 3 clusters
  Score: Raw -4888315.915703 + Penalty 3454.646841 = -4884861.268862
  nChanged 143
		SP:Iteration 76Q (32236.680000 sec): 3 clusters
  Score: Raw -4888338.810131 + Penalty 3454.646841 = -4884884.163290
  nChanged 126
		SP:Iteration 77Q (32237.000000 sec): 3 clusters
  Score: Raw -4888356.590124 + Penalty 3454.646841 = -4884901.943283
  nChanged 139
		SP:Iteration 78Q (32237.340000 sec): 3 clusters
  Score: Raw -4888378.042850 + Penalty 3454.646841 = -4884923.396009
  nChanged 131
		SP:Iteration 79Q (32237.700000 sec): 3 clusters
  Score: Raw -4888398.053486 + Penalty 3454.646841 = -4884943.406645
  nChanged 119
		SP:Iteration 80F (32238.090000 sec): 3 clusters
  Score: Raw -4888418.863749 + Penalty 3454.646841 = -4884964.216908
  nChanged 139
		SP:Iteration 81Q (32238.430000 sec): 3 clusters
  Score: Raw -4888443.757200 + Penalty 3454.646841 = -4884989.110360
  nChanged 128
		SP:Iteration 82Q (32238.800000 sec): 3 clusters
  Score: Raw -4888464.519100 + Penalty 3454.646841 = -4885009.872259
  nChanged 124
		SP:Iteration 83Q (32239.150000 sec): 3 clusters
  Score: Raw -4888488.839764 + Penalty 3454.646841 = -4885034.192924
  nChanged 122
		SP:Iteration 84Q (32239.490000 sec): 3 clusters
  Score: Raw -4888510.971508 + Penalty 3454.646841 = -4885056.324667
  nChanged 129
		SP:Iteration 85Q (32239.800000 sec): 3 clusters
  Score: Raw -4888535.848061 + Penalty 3454.646841 = -4885081.201221
  nChanged 124
		SP:Iteration 86Q (32240.210000 sec): 3 clusters
  Score: Raw -4888559.286240 + Penalty 3454.646841 = -4885104.639399
  nChanged 112
		SP:Iteration 87Q (32240.510000 sec): 3 clusters
  Score: Raw -4888579.497676 + Penalty 3454.646841 = -4885124.850836
  nChanged 105
		SP:Iteration 88Q (32240.870000 sec): 3 clusters
  Score: Raw -4888598.631798 + Penalty 3454.646841 = -4885143.984958
  nChanged 105
		SP:Iteration 89Q (32241.250000 sec): 3 clusters
  Score: Raw -4888617.331027 + Penalty 3454.646841 = -4885162.684187
  nChanged 84
		SP:Iteration 90Q (32241.630000 sec): 3 clusters
  Score: Raw -4888631.768727 + Penalty 3454.646841 = -4885177.121886
  nChanged 67
		SP:Iteration 91Q (32242.050000 sec): 3 clusters
  Score: Raw -4888642.789340 + Penalty 3454.646841 = -4885188.142500
  nChanged 59
		SP:Iteration 92Q (32242.370000 sec): 3 clusters
  Score: Raw -4888652.242788 + Penalty 3454.646841 = -4885197.595947
  nChanged 59
		SP:Iteration 93Q (32242.800000 sec): 3 clusters
  Score: Raw -4888660.228171 + Penalty 3454.646841 = -4885205.581330
  nChanged 55
		SP:Iteration 94Q (32243.130000 sec): 3 clusters
  Score: Raw -4888667.656282 + Penalty 3454.646841 = -4885213.009442
  nChanged 56
		SP:Iteration 95Q (32243.520000 sec): 3 clusters
  Score: Raw -4888675.426951 + Penalty 3454.646841 = -4885220.780110
  nChanged 60
		SP:Iteration 96Q (32243.910000 sec): 3 clusters
  Score: Raw -4888683.242018 + Penalty 3454.646841 = -4885228.595178
  nChanged 58
		SP:Iteration 97Q (32244.370000 sec): 3 clusters
  Score: Raw -4888690.538152 + Penalty 3454.646841 = -4885235.891312
  nChanged 57
		SP:Iteration 98Q (32244.710000 sec): 3 clusters
  Score: Raw -4888697.869407 + Penalty 3454.646841 = -4885243.222567
  nChanged 62
		SP:Iteration 99Q (32245.100000 sec): 3 clusters
  Score: Raw -4888706.092313 + Penalty 3454.646841 = -4885251.445472
  nChanged 62
		SP:Iteration 100F (32245.480000 sec): 3 clusters
  Score: Raw -4888715.430752 + Penalty 3454.646841 = -4885260.783911
  nChanged 54
		SP:Iteration 101Q (32245.860000 sec): 3 clusters
  Score: Raw -4888724.731490 + Penalty 3454.646841 = -4885270.084649
  nChanged 65
		SP:Iteration 102Q (32246.270000 sec): 3 clusters
  Score: Raw -4888735.913525 + Penalty 3454.646841 = -4885281.266684
  nChanged 52
		SP:Iteration 103Q (32246.630000 sec): 3 clusters
  Score: Raw -4888745.280579 + Penalty 3454.646841 = -4885290.633738
  nChanged 53
		SP:Iteration 104Q (32247.040000 sec): 3 clusters
  Score: Raw -4888754.118818 + Penalty 3454.646841 = -4885299.471978
  nChanged 54
		SP:Iteration 105Q (32247.420000 sec): 3 clusters
  Score: Raw -4888762.278005 + Penalty 3454.646841 = -4885307.631164
  nChanged 50
		SP:Iteration 106Q (32247.790000 sec): 3 clusters
  Score: Raw -4888770.332111 + Penalty 3454.646841 = -4885315.685270
  nChanged 49
		SP:Iteration 107Q (32248.150000 sec): 3 clusters
  Score: Raw -4888776.697760 + Penalty 3454.646841 = -4885322.050919
  nChanged 44
		SP:Iteration 108Q (32248.520000 sec): 3 clusters
  Score: Raw -4888782.547454 + Penalty 3454.646841 = -4885327.900613
  nChanged 34
		SP:Iteration 109Q (32248.970000 sec): 3 clusters
  Score: Raw -4888787.059399 + Penalty 3454.646841 = -4885332.412558
  nChanged 29
		SP:Iteration 110Q (32249.390000 sec): 3 clusters
  Score: Raw -4888790.243508 + Penalty 3454.646841 = -4885335.596667
  nChanged 22
		SP:Iteration 111Q (32249.760000 sec): 3 clusters
  Score: Raw -4888792.964261 + Penalty 3454.646841 = -4885338.317420
  nChanged 19
		SP:Iteration 112Q (32250.150000 sec): 3 clusters
  Score: Raw -4888794.920657 + Penalty 3454.646841 = -4885340.273817
  nChanged 14
		SP:Iteration 113Q (32250.530000 sec): 3 clusters
  Score: Raw -4888796.086984 + Penalty 3454.646841 = -4885341.440143
  nChanged 11
		SP:Iteration 114Q (32250.890000 sec): 3 clusters
  Score: Raw -4888797.032802 + Penalty 3454.646841 = -4885342.385961
  nChanged 10
		SP:Iteration 115Q (32251.280000 sec): 3 clusters
  Score: Raw -4888797.777173 + Penalty 3454.646841 = -4885343.130333
  nChanged 6
		SP:Iteration 116Q (32251.630000 sec): 3 clusters
  Score: Raw -4888798.270657 + Penalty 3454.646841 = -4885343.623816
  nChanged 7
		SP:Iteration 117Q (32252.030000 sec): 3 clusters
  Score: Raw -4888798.864473 + Penalty 3454.646841 = -4885344.217633
  nChanged 6
		SP:Iteration 118Q (32252.370000 sec): 3 clusters
  Score: Raw -4888799.275758 + Penalty 3454.646841 = -4885344.628917
  nChanged 4
		SP:Iteration 119Q (32252.710000 sec): 3 clusters
  Score: Raw -4888799.607123 + Penalty 3454.646841 = -4885344.960282
  nChanged 4
		SP:Iteration 120F (32253.050000 sec): 3 clusters
  Score: Raw -4888799.842283 + Penalty 3454.646841 = -4885345.195442
  nChanged 5
		SP:Iteration 121Q (32253.360000 sec): 3 clusters
  Score: Raw -4888800.102719 + Penalty 3454.646841 = -4885345.455879
  nChanged 1
		SP:Iteration 122Q (32253.710000 sec): 3 clusters
  Score: Raw -4888800.149295 + Penalty 3454.646841 = -4885345.502455
  nChanged 1
		SP:Iteration 123Q (32254.070000 sec): 3 clusters
  Score: Raw -4888800.262338 + Penalty 3454.646841 = -4885345.615497
  nChanged 2
		SP:Iteration 124Q (32254.450000 sec): 3 clusters
  Score: Raw -4888800.455284 + Penalty 3454.646841 = -4885345.808443
  nChanged 4
		SP:Iteration 125Q (32254.810000 sec): 3 clusters
  Score: Raw -4888800.676590 + Penalty 3454.646841 = -4885346.029749
  nChanged 2
		SP:Iteration 126Q (32255.210000 sec): 3 clusters
  Score: Raw -4888800.853079 + Penalty 3454.646841 = -4885346.206238
  nChanged 3
		SP:Iteration 127Q (32255.560000 sec): 3 clusters
  Score: Raw -4888801.198469 + Penalty 3454.646841 = -4885346.551629
  nChanged 10
		SP:Iteration 128Q (32255.960000 sec): 3 clusters
  Score: Raw -4888802.573970 + Penalty 3454.646841 = -4885347.927129
  nChanged 11
		SP:Iteration 129Q (32256.310000 sec): 3 clusters
  Score: Raw -4888803.987235 + Penalty 3454.646841 = -4885349.340394
  nChanged 10
		SP:Iteration 130Q (32256.660000 sec): 3 clusters
  Score: Raw -4888805.029474 + Penalty 3454.646841 = -4885350.382633
  nChanged 7
		SP:Iteration 131Q (32257.010000 sec): 3 clusters
  Score: Raw -4888805.659826 + Penalty 3454.646841 = -4885351.012985
  nChanged 8
		SP:Iteration 132Q (32257.350000 sec): 3 clusters
  Score: Raw -4888806.296838 + Penalty 3454.646841 = -4885351.649997
  nChanged 6
		SP:Iteration 133Q (32257.760000 sec): 3 clusters
  Score: Raw -4888807.074213 + Penalty 3454.646841 = -4885352.427372
  nChanged 19
		SP:Iteration 134Q (32258.110000 sec): 3 clusters
  Score: Raw -4888809.148369 + Penalty 3454.646841 = -4885354.501529
  nChanged 21
		SP:Iteration 135Q (32258.540000 sec): 3 clusters
  Score: Raw -4888811.346365 + Penalty 3454.646841 = -4885356.699524
  nChanged 22
		SP:Iteration 136Q (32258.950000 sec): 3 clusters
  Score: Raw -4888813.483093 + Penalty 3454.646841 = -4885358.836252
  nChanged 25
		SP:Iteration 137Q (32259.340000 sec): 3 clusters
  Score: Raw -4888816.265625 + Penalty 3454.646841 = -4885361.618784
  nChanged 25
		SP:Iteration 138Q (32259.740000 sec): 3 clusters
  Score: Raw -4888819.538108 + Penalty 3454.646841 = -4885364.891268
  nChanged 30
		SP:Iteration 139Q (32260.190000 sec): 3 clusters
  Score: Raw -4888822.652145 + Penalty 3454.646841 = -4885368.005304
  nChanged 25
		SP:Iteration 140F (32260.570000 sec): 3 clusters
  Score: Raw -4888825.260890 + Penalty 3454.646841 = -4885370.614049
  nChanged 16
		SP:Iteration 141Q (32260.940000 sec): 3 clusters
  Score: Raw -4888826.665106 + Penalty 3454.646841 = -4885372.018265
  nChanged 12
		SP:Iteration 142Q (32261.340000 sec): 3 clusters
  Score: Raw -4888828.034176 + Penalty 3454.646841 = -4885373.387335
  nChanged 14
		SP:Iteration 143Q (32261.750000 sec): 3 clusters
  Score: Raw -4888829.423259 + Penalty 3454.646841 = -4885374.776418
  nChanged 11
		SP:Iteration 144Q (32262.110000 sec): 3 clusters
  Score: Raw -4888830.658414 + Penalty 3454.646841 = -4885376.011573
  nChanged 13
		SP:Iteration 145Q (32262.490000 sec): 3 clusters
  Score: Raw -4888832.311597 + Penalty 3454.646841 = -4885377.664756
  nChanged 16
		SP:Iteration 146Q (32262.850000 sec): 3 clusters
  Score: Raw -4888834.311443 + Penalty 3454.646841 = -4885379.664602
  nChanged 22
		SP:Iteration 147Q (32263.210000 sec): 3 clusters
  Score: Raw -4888837.167514 + Penalty 3454.646841 = -4885382.520673
  nChanged 22
		SP:Iteration 148Q (32263.610000 sec): 3 clusters
  Score: Raw -4888839.905093 + Penalty 3454.646841 = -4885385.258253
  nChanged 18
		SP:Iteration 149Q (32263.940000 sec): 3 clusters
  Score: Raw -4888842.330468 + Penalty 3454.646841 = -4885387.683627
  nChanged 21
		SP:Iteration 150Q (32264.390000 sec): 3 clusters
  Score: Raw -4888844.574147 + Penalty 3454.646841 = -4885389.927306
  nChanged 15
		SP:Iteration 151Q (32264.750000 sec): 3 clusters
  Score: Raw -4888845.920045 + Penalty 3454.646841 = -4885391.273205
  nChanged 11
		SP:Iteration 152Q (32265.110000 sec): 3 clusters
  Score: Raw -4888847.216893 + Penalty 3454.646841 = -4885392.570052
  nChanged 14
		SP:Iteration 153Q (32265.510000 sec): 3 clusters
  Score: Raw -4888849.145893 + Penalty 3454.646841 = -4885394.499052
  nChanged 14
		SP:Iteration 154Q (32265.950000 sec): 3 clusters
  Score: Raw -4888850.670088 + Penalty 3454.646841 = -4885396.023247
  nChanged 18
		SP:Iteration 155Q (32266.310000 sec): 3 clusters
  Score: Raw -4888853.244566 + Penalty 3454.646841 = -4885398.597725
  nChanged 15
		SP:Iteration 156Q (32266.690000 sec): 3 clusters
  Score: Raw -4888854.985284 + Penalty 3454.646841 = -4885400.338443
  nChanged 8
		SP:Iteration 157Q (32267.020000 sec): 3 clusters
  Score: Raw -4888856.264869 + Penalty 3454.646841 = -4885401.618028
  nChanged 15
		SP:Iteration 158Q (32267.400000 sec): 3 clusters
  Score: Raw -4888858.282238 + Penalty 3454.646841 = -4885403.635397
  nChanged 13
		SP:Iteration 159Q (32267.820000 sec): 3 clusters
  Score: Raw -4888859.675130 + Penalty 3454.646841 = -4885405.028289
  nChanged 13
		SP:Iteration 160F (32268.260000 sec): 3 clusters
  Score: Raw -4888861.152384 + Penalty 3454.646841 = -4885406.505543
  nChanged 13
		SP:Iteration 161Q (32268.630000 sec): 3 clusters
  Score: Raw -4888862.518965 + Penalty 3454.646841 = -4885407.872125
  nChanged 15
		SP:Iteration 162Q (32269.010000 sec): 3 clusters
  Score: Raw -4888864.221500 + Penalty 3454.646841 = -4885409.574660
  nChanged 13
		SP:Iteration 163Q (32269.370000 sec): 3 clusters
  Score: Raw -4888865.642271 + Penalty 3454.646841 = -4885410.995430
  nChanged 6
		SP:Iteration 164Q (32269.750000 sec): 3 clusters
  Score: Raw -4888866.090562 + Penalty 3454.646841 = -4885411.443721
  nChanged 4
		SP:Iteration 165Q (32270.100000 sec): 3 clusters
  Score: Raw -4888866.412105 + Penalty 3454.646841 = -4885411.765265
  nChanged 4
		SP:Iteration 166Q (32270.470000 sec): 3 clusters
  Score: Raw -4888866.817450 + Penalty 3454.646841 = -4885412.170609
  nChanged 5
		SP:Iteration 167Q (32270.910000 sec): 3 clusters
  Score: Raw -4888867.253029 + Penalty 3454.646841 = -4885412.606189
  nChanged 7
		SP:Iteration 168Q (32271.280000 sec): 3 clusters
  Score: Raw -4888867.819629 + Penalty 3454.646841 = -4885413.172788
  nChanged 3
		SP:Iteration 169Q (32271.670000 sec): 3 clusters
  Score: Raw -4888868.170077 + Penalty 3454.646841 = -4885413.523236
  nChanged 3
		SP:Iteration 170Q (32272.080000 sec): 3 clusters
  Score: Raw -4888868.309635 + Penalty 3454.646841 = -4885413.662794
  nChanged 2
		SP:Iteration 171Q (32272.390000 sec): 3 clusters
  Score: Raw -4888868.410448 + Penalty 3454.646841 = -4885413.763607
  nChanged 1
		SP:Iteration 172Q (32272.780000 sec): 3 clusters
  Score: Raw -4888868.498643 + Penalty 3454.646841 = -4885413.851802
  nChanged 1
		SP:Iteration 173Q (32273.230000 sec): 3 clusters
  Score: Raw -4888868.600292 + Penalty 3454.646841 = -4885413.953451
  nChanged 1
		SP:Iteration 174Q (32273.630000 sec): 3 clusters
  Score: Raw -4888868.672545 + Penalty 3454.646841 = -4885414.025704
  nChanged 1
		SP:Iteration 175Q (32274.010000 sec): 3 clusters
  Score: Raw -4888868.840409 + Penalty 3454.646841 = -4885414.193568
  nChanged 3
		SP:Iteration 176Q (32274.430000 sec): 3 clusters
  Score: Raw -4888869.060115 + Penalty 3454.646841 = -4885414.413274
  nChanged 2
		SP:Iteration 177Q (32274.870000 sec): 3 clusters
  Score: Raw -4888869.300792 + Penalty 3454.646841 = -4885414.653951
  nChanged 3
		SP:Iteration 178Q (32275.210000 sec): 3 clusters
  Score: Raw -4888869.702197 + Penalty 3454.646841 = -4885415.055356
  nChanged 3
		SP:Iteration 179Q (32275.610000 sec): 3 clusters
  Score: Raw -4888870.183287 + Penalty 3454.646841 = -4885415.536446
  nChanged 5
		SP:Iteration 180F (32275.960000 sec): 3 clusters
  Score: Raw -4888870.554672 + Penalty 3454.646841 = -4885415.907831
  nChanged 7
		SP:Iteration 181Q (32276.330000 sec): 3 clusters
  Score: Raw -4888871.216769 + Penalty 3454.646841 = -4885416.569928
  nChanged 4
		SP:Iteration 182Q (32276.670000 sec): 3 clusters
  Score: Raw -4888871.670166 + Penalty 3454.646841 = -4885417.023325
  nChanged 2
		SP:Iteration 183Q (32276.990000 sec): 3 clusters
  Score: Raw -4888871.837294 + Penalty 3454.646841 = -4885417.190454
  nChanged 1
		SP:Iteration 184Q (32277.380000 sec): 3 clusters
  Score: Raw -4888871.872296 + Penalty 3454.646841 = -4885417.225455
  nChanged 0
		SP:Iteration 185F (32277.800000 sec): 3 clusters
  Score: Raw -4888871.872296 + Penalty 3454.646841 = -4885417.225455
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32277.910000 sec): 2 clusters
  Score: Raw -67052.568489 + Penalty 1028.289727 = -66024.278762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32278.130000 sec): 3 clusters
  Score: Raw -66917.274300 + Penalty 2056.579455 = -64860.694846
  nChanged 134
		SP:Iteration 1F (32278.290000 sec): 3 clusters
  Score: Raw -67068.942506 + Penalty 2056.579455 = -65012.363051
  nChanged 48
		SP:Iteration 2F (32278.470000 sec): 3 clusters
  Score: Raw -67135.457053 + Penalty 2056.579455 = -65078.877598
  nChanged 32
		SP:Iteration 3F (32278.640000 sec): 3 clusters
  Score: Raw -67177.383252 + Penalty 2056.579455 = -65120.803798
  nChanged 17
		SP:Iteration 4Q (32278.850000 sec): 3 clusters
  Score: Raw -67204.226011 + Penalty 2056.579455 = -65147.646557
  nChanged 14
		SP:Iteration 5Q (32278.990000 sec): 3 clusters
  Score: Raw -67254.841901 + Penalty 2056.579455 = -65198.262447
  nChanged 17
		SP:Iteration 6Q (32279.190000 sec): 3 clusters
  Score: Raw -67283.042246 + Penalty 2056.579455 = -65226.462791
  nChanged 14
		SP:Iteration 7Q (32279.350000 sec): 3 clusters
  Score: Raw -67308.205952 + Penalty 2056.579455 = -65251.626497
  nChanged 12
		SP:Iteration 8Q (32279.530000 sec): 3 clusters
  Score: Raw -67328.226047 + Penalty 2056.579455 = -65271.646592
  nChanged 9
		SP:Iteration 9Q (32279.760000 sec): 3 clusters
  Score: Raw -67341.443894 + Penalty 2056.579455 = -65284.864439
  nChanged 8
		SP:Iteration 10Q (32279.950000 sec): 3 clusters
  Score: Raw -67355.658274 + Penalty 2056.579455 = -65299.078819
  nChanged 6
		SP:Iteration 11Q (32280.150000 sec): 3 clusters
  Score: Raw -67365.563080 + Penalty 2056.579455 = -65308.983625
  nChanged 3
		SP:Iteration 12Q (32280.330000 sec): 3 clusters
  Score: Raw -67371.277610 + Penalty 2056.579455 = -65314.698155
  nChanged 3
		SP:Iteration 13Q (32280.550000 sec): 3 clusters
  Score: Raw -67376.420803 + Penalty 2056.579455 = -65319.841348
  nChanged 1
		SP:Iteration 14Q (32280.710000 sec): 3 clusters
  Score: Raw -67378.882638 + Penalty 2056.579455 = -65322.303183
  nChanged 1
		SP:Iteration 15Q (32280.880000 sec): 3 clusters
  Score: Raw -67381.204979 + Penalty 2056.579455 = -65324.625524
  nChanged 2
		SP:Iteration 16Q (32281.050000 sec): 3 clusters
  Score: Raw -67383.352318 + Penalty 2056.579455 = -65326.772863
  nChanged 0
		SP:Iteration 17F (32281.250000 sec): 3 clusters
  Score: Raw -67383.352318 + Penalty 2056.579455 = -65326.772863
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (12565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32281.390000 sec): 2 clusters
  Score: Raw -1442033.530681 + Penalty 1533.783948 = -1440499.746733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32281.630000 sec): 3 clusters
  Score: Raw -1434755.706594 + Penalty 3067.567896 = -1431688.138697
  nChanged 5519
		SP:Iteration 1F (32281.920000 sec): 3 clusters
  Score: Raw -1437686.233829 + Penalty 3067.567896 = -1434618.665933
  nChanged 672
		SP:Iteration 2F (32282.130000 sec): 3 clusters
  Score: Raw -1437953.047758 + Penalty 3067.567896 = -1434885.479862
  nChanged 618
		SP:Iteration 3Q (32282.420000 sec): 3 clusters
  Score: Raw -1438204.118817 + Penalty 3067.567896 = -1435136.550921
  nChanged 558
		SP:Iteration 4Q (32282.650000 sec): 3 clusters
  Score: Raw -1438428.921826 + Penalty 3067.567896 = -1435361.353929
  nChanged 519
		SP:Iteration 5Q (32282.880000 sec): 3 clusters
  Score: Raw -1438636.967803 + Penalty 3067.567896 = -1435569.399906
  nChanged 499
		SP:Iteration 6Q (32283.160000 sec): 3 clusters
  Score: Raw -1438868.250778 + Penalty 3067.567896 = -1435800.682882
  nChanged 517
		SP:Iteration 7Q (32283.450000 sec): 3 clusters
  Score: Raw -1439131.763315 + Penalty 3067.567896 = -1436064.195419
  nChanged 547
		SP:Iteration 8Q (32283.710000 sec): 3 clusters
  Score: Raw -1439439.249238 + Penalty 3067.567896 = -1436371.681341
  nChanged 583
		SP:Iteration 9Q (32284.050000 sec): 3 clusters
  Score: Raw -1439812.512546 + Penalty 3067.567896 = -1436744.944650
  nChanged 611
		SP:Iteration 10Q (32284.320000 sec): 3 clusters
  Score: Raw -1440251.834863 + Penalty 3067.567896 = -1437184.266967
  nChanged 599
		SP:Iteration 11Q (32284.590000 sec): 3 clusters
  Score: Raw -1440710.820188 + Penalty 3067.567896 = -1437643.252292
  nChanged 503
		SP:Iteration 12Q (32284.880000 sec): 3 clusters
  Score: Raw -1441124.619566 + Penalty 3067.567896 = -1438057.051670
  nChanged 387
		SP:Iteration 13Q (32285.160000 sec): 3 clusters
  Score: Raw -1441452.514276 + Penalty 3067.567896 = -1438384.946380
  nChanged 315
		SP:Iteration 14Q (32285.440000 sec): 3 clusters
  Score: Raw -1441729.959440 + Penalty 3067.567896 = -1438662.391544
  nChanged 210
		SP:Iteration 15Q (32285.740000 sec): 3 clusters
  Score: Raw -1441882.726911 + Penalty 3067.567896 = -1438815.159015
  nChanged 154
		SP:Iteration 16Q (32285.990000 sec): 3 clusters
  Score: Raw -1441976.872450 + Penalty 3067.567896 = -1438909.304554
  nChanged 114
		SP:Iteration 17Q (32286.250000 sec): 3 clusters
  Score: Raw -1442046.270882 + Penalty 3067.567896 = -1438978.702986
  nChanged 88
		SP:Iteration 18Q (32286.490000 sec): 3 clusters
  Score: Raw -1442104.456480 + Penalty 3067.567896 = -1439036.888584
  nChanged 75
		SP:Iteration 19Q (32286.740000 sec): 3 clusters
  Score: Raw -1442147.818746 + Penalty 3067.567896 = -1439080.250849
  nChanged 41
		SP:Iteration 20F (32286.980000 sec): 3 clusters
  Score: Raw -1442172.026348 + Penalty 3067.567896 = -1439104.458452
  nChanged 37
		SP:Iteration 21Q (32287.200000 sec): 3 clusters
  Score: Raw -1442193.718584 + Penalty 3067.567896 = -1439126.150687
  nChanged 32
		SP:Iteration 22Q (32287.490000 sec): 3 clusters
  Score: Raw -1442211.076579 + Penalty 3067.567896 = -1439143.508683
  nChanged 19
		SP:Iteration 23Q (32287.690000 sec): 3 clusters
  Score: Raw -1442220.941639 + Penalty 3067.567896 = -1439153.373743
  nChanged 14
		SP:Iteration 24Q (32287.980000 sec): 3 clusters
  Score: Raw -1442228.409282 + Penalty 3067.567896 = -1439160.841386
  nChanged 15
		SP:Iteration 25Q (32288.300000 sec): 3 clusters
  Score: Raw -1442235.468725 + Penalty 3067.567896 = -1439167.900828
  nChanged 7
		SP:Iteration 26Q (32288.530000 sec): 3 clusters
  Score: Raw -1442238.482235 + Penalty 3067.567896 = -1439170.914339
  nChanged 8
		SP:Iteration 27Q (32288.780000 sec): 3 clusters
  Score: Raw -1442240.673206 + Penalty 3067.567896 = -1439173.105310
  nChanged 2
		SP:Iteration 28Q (32288.980000 sec): 3 clusters
  Score: Raw -1442241.553304 + Penalty 3067.567896 = -1439173.985408
  nChanged 2
		SP:Iteration 29Q (32289.280000 sec): 3 clusters
  Score: Raw -1442242.052729 + Penalty 3067.567896 = -1439174.484832
  nChanged 3
		SP:Iteration 30Q (32289.550000 sec): 3 clusters
  Score: Raw -1442243.072136 + Penalty 3067.567896 = -1439175.504240
  nChanged 2
		SP:Iteration 31Q (32289.730000 sec): 3 clusters
  Score: Raw -1442244.247520 + Penalty 3067.567896 = -1439176.679624
  nChanged 5
		SP:Iteration 32Q (32289.960000 sec): 3 clusters
  Score: Raw -1442246.629486 + Penalty 3067.567896 = -1439179.061590
  nChanged 4
		SP:Iteration 33Q (32290.210000 sec): 3 clusters
  Score: Raw -1442247.869741 + Penalty 3067.567896 = -1439180.301845
  nChanged 2
		SP:Iteration 34Q (32290.430000 sec): 3 clusters
  Score: Raw -1442248.984865 + Penalty 3067.567896 = -1439181.416969
  nChanged 4
		SP:Iteration 35Q (32290.650000 sec): 3 clusters
  Score: Raw -1442250.758844 + Penalty 3067.567896 = -1439183.190948
  nChanged 4
		SP:Iteration 36Q (32290.900000 sec): 3 clusters
  Score: Raw -1442252.194979 + Penalty 3067.567896 = -1439184.627083
  nChanged 4
		SP:Iteration 37Q (32291.140000 sec): 3 clusters
  Score: Raw -1442254.049978 + Penalty 3067.567896 = -1439186.482082
  nChanged 2
		SP:Iteration 38Q (32291.390000 sec): 3 clusters
  Score: Raw -1442255.201029 + Penalty 3067.567896 = -1439187.633133
  nChanged 5
		SP:Iteration 39Q (32291.630000 sec): 3 clusters
  Score: Raw -1442262.083267 + Penalty 3067.567896 = -1439194.515371
  nChanged 11
		SP:Iteration 40F (32291.890000 sec): 3 clusters
  Score: Raw -1442267.830163 + Penalty 3067.567896 = -1439200.262267
  nChanged 10
		SP:Iteration 41Q (32292.110000 sec): 3 clusters
  Score: Raw -1442272.942380 + Penalty 3067.567896 = -1439205.374484
  nChanged 3
		SP:Iteration 42Q (32292.380000 sec): 3 clusters
  Score: Raw -1442274.931121 + Penalty 3067.567896 = -1439207.363225
  nChanged 2
		SP:Iteration 43Q (32292.600000 sec): 3 clusters
  Score: Raw -1442275.883076 + Penalty 3067.567896 = -1439208.315180
  nChanged 2
		SP:Iteration 44Q (32292.960000 sec): 3 clusters
  Score: Raw -1442277.252224 + Penalty 3067.567896 = -1439209.684328
  nChanged 4
		SP:Iteration 45Q (32293.280000 sec): 3 clusters
  Score: Raw -1442281.537250 + Penalty 3067.567896 = -1439213.969354
  nChanged 10
		SP:Iteration 46Q (32293.630000 sec): 3 clusters
  Score: Raw -1442286.686987 + Penalty 3067.567896 = -1439219.119091
  nChanged 4
		SP:Iteration 47Q (32293.910000 sec): 3 clusters
  Score: Raw -1442291.237526 + Penalty 3067.567896 = -1439223.669630
  nChanged 8
		SP:Iteration 48Q (32294.140000 sec): 3 clusters
  Score: Raw -1442296.121181 + Penalty 3067.567896 = -1439228.553285
  nChanged 7
		SP:Iteration 49Q (32294.400000 sec): 3 clusters
  Score: Raw -1442298.937909 + Penalty 3067.567896 = -1439231.370013
  nChanged 4
		SP:Iteration 50Q (32294.590000 sec): 3 clusters
  Score: Raw -1442300.554357 + Penalty 3067.567896 = -1439232.986461
  nChanged 3
		SP:Iteration 51Q (32294.850000 sec): 3 clusters
  Score: Raw -1442302.153908 + Penalty 3067.567896 = -1439234.586012
  nChanged 2
		SP:Iteration 52Q (32295.050000 sec): 3 clusters
  Score: Raw -1442303.251874 + Penalty 3067.567896 = -1439235.683978
  nChanged 1
		SP:Iteration 53Q (32295.320000 sec): 3 clusters
  Score: Raw -1442303.669111 + Penalty 3067.567896 = -1439236.101215
  nChanged 0
		SP:Iteration 54F (32295.580000 sec): 3 clusters
  Score: Raw -1442303.669111 + Penalty 3067.567896 = -1439236.101215
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (16324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32295.780000 sec): 2 clusters
  Score: Raw -1794827.952612 + Penalty 1576.313651 = -1793251.638961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32296.040000 sec): 3 clusters
  Score: Raw -1785177.104181 + Penalty 3152.627301 = -1782024.476880
  nChanged 7307
		SP:Iteration 1F (32296.330000 sec): 3 clusters
  Score: Raw -1789310.894875 + Penalty 3152.627301 = -1786158.267573
  nChanged 1096
		SP:Iteration 2F (32296.590000 sec): 3 clusters
  Score: Raw -1789907.286284 + Penalty 3152.627301 = -1786754.658982
  nChanged 1049
		SP:Iteration 3F (32296.880000 sec): 3 clusters
  Score: Raw -1790529.998668 + Penalty 3152.627301 = -1787377.371367
  nChanged 1059
		SP:Iteration 4F (32297.170000 sec): 3 clusters
  Score: Raw -1791183.211355 + Penalty 3152.627301 = -1788030.584053
  nChanged 1028
		SP:Iteration 5F (32297.480000 sec): 3 clusters
  Score: Raw -1791851.771598 + Penalty 3152.627301 = -1788699.144297
  nChanged 927
		SP:Iteration 6F (32297.840000 sec): 3 clusters
  Score: Raw -1792413.819929 + Penalty 3152.627301 = -1789261.192628
  nChanged 810
		SP:Iteration 7Q (32298.080000 sec): 3 clusters
  Score: Raw -1792880.400005 + Penalty 3152.627301 = -1789727.772704
  nChanged 669
		SP:Iteration 8Q (32298.390000 sec): 3 clusters
  Score: Raw -1793246.518675 + Penalty 3152.627301 = -1790093.891374
  nChanged 582
		SP:Iteration 9Q (32298.640000 sec): 3 clusters
  Score: Raw -1793548.502978 + Penalty 3152.627301 = -1790395.875677
  nChanged 484
		SP:Iteration 10Q (32298.920000 sec): 3 clusters
  Score: Raw -1793791.226261 + Penalty 3152.627301 = -1790638.598960
  nChanged 412
		SP:Iteration 11Q (32299.200000 sec): 3 clusters
  Score: Raw -1793987.976377 + Penalty 3152.627301 = -1790835.349075
  nChanged 345
		SP:Iteration 12Q (32299.460000 sec): 3 clusters
  Score: Raw -1794130.901898 + Penalty 3152.627301 = -1790978.274596
  nChanged 289
		SP:Iteration 13Q (32299.690000 sec): 3 clusters
  Score: Raw -1794225.950187 + Penalty 3152.627301 = -1791073.322885
  nChanged 209
		SP:Iteration 14Q (32300.020000 sec): 3 clusters
  Score: Raw -1794279.563937 + Penalty 3152.627301 = -1791126.936636
  nChanged 156
		SP:Iteration 15Q (32300.330000 sec): 3 clusters
  Score: Raw -1794317.880192 + Penalty 3152.627301 = -1791165.252891
  nChanged 122
		SP:Iteration 16Q (32300.620000 sec): 3 clusters
  Score: Raw -1794343.923371 + Penalty 3152.627301 = -1791191.296070
  nChanged 91
		SP:Iteration 17Q (32300.970000 sec): 3 clusters
  Score: Raw -1794361.465236 + Penalty 3152.627301 = -1791208.837934
  nChanged 88
		SP:Iteration 18Q (32301.260000 sec): 3 clusters
  Score: Raw -1794376.270389 + Penalty 3152.627301 = -1791223.643087
  nChanged 82
		SP:Iteration 19Q (32301.560000 sec): 3 clusters
  Score: Raw -1794393.413518 + Penalty 3152.627301 = -1791240.786217
  nChanged 76
		SP:Iteration 20F (32301.800000 sec): 3 clusters
  Score: Raw -1794406.429769 + Penalty 3152.627301 = -1791253.802468
  nChanged 69
		SP:Iteration 21Q (32302.050000 sec): 3 clusters
  Score: Raw -1794416.262927 + Penalty 3152.627301 = -1791263.635626
  nChanged 60
		SP:Iteration 22Q (32302.400000 sec): 3 clusters
  Score: Raw -1794426.934554 + Penalty 3152.627301 = -1791274.307252
  nChanged 59
		SP:Iteration 23Q (32302.680000 sec): 3 clusters
  Score: Raw -1794437.010671 + Penalty 3152.627301 = -1791284.383370
  nChanged 65
		SP:Iteration 24Q (32302.920000 sec): 3 clusters
  Score: Raw -1794447.911123 + Penalty 3152.627301 = -1791295.283822
  nChanged 60
		SP:Iteration 25Q (32303.170000 sec): 3 clusters
  Score: Raw -1794458.122682 + Penalty 3152.627301 = -1791305.495381
  nChanged 54
		SP:Iteration 26Q (32303.410000 sec): 3 clusters
  Score: Raw -1794466.849769 + Penalty 3152.627301 = -1791314.222468
  nChanged 49
		SP:Iteration 27Q (32303.680000 sec): 3 clusters
  Score: Raw -1794474.530031 + Penalty 3152.627301 = -1791321.902730
  nChanged 45
		SP:Iteration 28Q (32303.940000 sec): 3 clusters
  Score: Raw -1794481.306184 + Penalty 3152.627301 = -1791328.678883
  nChanged 43
		SP:Iteration 29Q (32304.180000 sec): 3 clusters
  Score: Raw -1794487.945872 + Penalty 3152.627301 = -1791335.318571
  nChanged 47
		SP:Iteration 30Q (32304.450000 sec): 3 clusters
  Score: Raw -1794495.232159 + Penalty 3152.627301 = -1791342.604857
  nChanged 41
		SP:Iteration 31Q (32304.700000 sec): 3 clusters
  Score: Raw -1794501.237902 + Penalty 3152.627301 = -1791348.610601
  nChanged 37
		SP:Iteration 32Q (32304.940000 sec): 3 clusters
  Score: Raw -1794505.551415 + Penalty 3152.627301 = -1791352.924113
  nChanged 32
		SP:Iteration 33Q (32305.190000 sec): 3 clusters
  Score: Raw -1794509.705669 + Penalty 3152.627301 = -1791357.078368
  nChanged 32
		SP:Iteration 34Q (32305.490000 sec): 3 clusters
  Score: Raw -1794512.965979 + Penalty 3152.627301 = -1791360.338678
  nChanged 31
		SP:Iteration 35Q (32305.800000 sec): 3 clusters
  Score: Raw -1794516.213210 + Penalty 3152.627301 = -1791363.585908
  nChanged 26
		SP:Iteration 36Q (32306.060000 sec): 3 clusters
  Score: Raw -1794519.165520 + Penalty 3152.627301 = -1791366.538219
  nChanged 24
		SP:Iteration 37Q (32306.280000 sec): 3 clusters
  Score: Raw -1794521.519503 + Penalty 3152.627301 = -1791368.892202
  nChanged 27
		SP:Iteration 38Q (32306.600000 sec): 3 clusters
  Score: Raw -1794524.569761 + Penalty 3152.627301 = -1791371.942459
  nChanged 24
		SP:Iteration 39Q (32306.830000 sec): 3 clusters
  Score: Raw -1794526.743898 + Penalty 3152.627301 = -1791374.116597
  nChanged 22
		SP:Iteration 40F (32307.180000 sec): 3 clusters
  Score: Raw -1794528.996314 + Penalty 3152.627301 = -1791376.369012
  nChanged 24
		SP:Iteration 41Q (32307.430000 sec): 3 clusters
  Score: Raw -1794531.104349 + Penalty 3152.627301 = -1791378.477048
  nChanged 19
		SP:Iteration 42Q (32307.680000 sec): 3 clusters
  Score: Raw -1794532.445055 + Penalty 3152.627301 = -1791379.817754
  nChanged 13
		SP:Iteration 43Q (32307.920000 sec): 3 clusters
  Score: Raw -1794533.570575 + Penalty 3152.627301 = -1791380.943273
  nChanged 18
		SP:Iteration 44Q (32308.220000 sec): 3 clusters
  Score: Raw -1794535.089784 + Penalty 3152.627301 = -1791382.462483
  nChanged 17
		SP:Iteration 45Q (32308.500000 sec): 3 clusters
  Score: Raw -1794536.978970 + Penalty 3152.627301 = -1791384.351669
  nChanged 23
		SP:Iteration 46Q (32308.790000 sec): 3 clusters
  Score: Raw -1794540.108358 + Penalty 3152.627301 = -1791387.481056
  nChanged 23
		SP:Iteration 47Q (32309.090000 sec): 3 clusters
  Score: Raw -1794543.126436 + Penalty 3152.627301 = -1791390.499134
  nChanged 22
		SP:Iteration 48Q (32309.340000 sec): 3 clusters
  Score: Raw -1794545.814499 + Penalty 3152.627301 = -1791393.187198
  nChanged 19
		SP:Iteration 49Q (32309.590000 sec): 3 clusters
  Score: Raw -1794548.117984 + Penalty 3152.627301 = -1791395.490683
  nChanged 25
		SP:Iteration 50Q (32309.900000 sec): 3 clusters
  Score: Raw -1794551.360605 + Penalty 3152.627301 = -1791398.733304
  nChanged 35
		SP:Iteration 51Q (32310.210000 sec): 3 clusters
  Score: Raw -1794555.653974 + Penalty 3152.627301 = -1791403.026673
  nChanged 39
		SP:Iteration 52Q (32310.500000 sec): 3 clusters
  Score: Raw -1794559.074441 + Penalty 3152.627301 = -1791406.447140
  nChanged 25
		SP:Iteration 53Q (32310.740000 sec): 3 clusters
  Score: Raw -1794561.825770 + Penalty 3152.627301 = -1791409.198469
  nChanged 24
		SP:Iteration 54Q (32311.020000 sec): 3 clusters
  Score: Raw -1794564.222849 + Penalty 3152.627301 = -1791411.595547
  nChanged 15
		SP:Iteration 55Q (32311.320000 sec): 3 clusters
  Score: Raw -1794565.721939 + Penalty 3152.627301 = -1791413.094638
  nChanged 12
		SP:Iteration 56Q (32311.640000 sec): 3 clusters
  Score: Raw -1794566.570838 + Penalty 3152.627301 = -1791413.943536
  nChanged 9
		SP:Iteration 57Q (32311.900000 sec): 3 clusters
  Score: Raw -1794567.391103 + Penalty 3152.627301 = -1791414.763801
  nChanged 7
		SP:Iteration 58Q (32312.240000 sec): 3 clusters
  Score: Raw -1794568.239670 + Penalty 3152.627301 = -1791415.612369
  nChanged 11
		SP:Iteration 59Q (32312.480000 sec): 3 clusters
  Score: Raw -1794569.346804 + Penalty 3152.627301 = -1791416.719503
  nChanged 3
		SP:Iteration 60F (32312.710000 sec): 3 clusters
  Score: Raw -1794569.666009 + Penalty 3152.627301 = -1791417.038708
  nChanged 4
		SP:Iteration 61Q (32313.010000 sec): 3 clusters
  Score: Raw -1794570.011481 + Penalty 3152.627301 = -1791417.384180
  nChanged 6
		SP:Iteration 62Q (32313.220000 sec): 3 clusters
  Score: Raw -1794570.497910 + Penalty 3152.627301 = -1791417.870609
  nChanged 4
		SP:Iteration 63Q (32313.460000 sec): 3 clusters
  Score: Raw -1794570.742981 + Penalty 3152.627301 = -1791418.115680
  nChanged 6
		SP:Iteration 64Q (32313.740000 sec): 3 clusters
  Score: Raw -1794571.361515 + Penalty 3152.627301 = -1791418.734214
  nChanged 11
		SP:Iteration 65Q (32314.030000 sec): 3 clusters
  Score: Raw -1794572.207493 + Penalty 3152.627301 = -1791419.580191
  nChanged 12
		SP:Iteration 66Q (32314.290000 sec): 3 clusters
  Score: Raw -1794573.253352 + Penalty 3152.627301 = -1791420.626051
  nChanged 13
		SP:Iteration 67Q (32314.530000 sec): 3 clusters
  Score: Raw -1794574.380625 + Penalty 3152.627301 = -1791421.753323
  nChanged 16
		SP:Iteration 68Q (32314.770000 sec): 3 clusters
  Score: Raw -1794575.911849 + Penalty 3152.627301 = -1791423.284547
  nChanged 14
		SP:Iteration 69Q (32315.080000 sec): 3 clusters
  Score: Raw -1794576.708299 + Penalty 3152.627301 = -1791424.080998
  nChanged 10
		SP:Iteration 70Q (32315.350000 sec): 3 clusters
  Score: Raw -1794577.542933 + Penalty 3152.627301 = -1791424.915632
  nChanged 16
		SP:Iteration 71Q (32315.690000 sec): 3 clusters
  Score: Raw -1794578.697976 + Penalty 3152.627301 = -1791426.070675
  nChanged 12
		SP:Iteration 72Q (32315.910000 sec): 3 clusters
  Score: Raw -1794579.520407 + Penalty 3152.627301 = -1791426.893106
  nChanged 10
		SP:Iteration 73Q (32316.190000 sec): 3 clusters
  Score: Raw -1794580.206948 + Penalty 3152.627301 = -1791427.579646
  nChanged 10
		SP:Iteration 74Q (32316.440000 sec): 3 clusters
  Score: Raw -1794580.875694 + Penalty 3152.627301 = -1791428.248392
  nChanged 7
		SP:Iteration 75Q (32316.700000 sec): 3 clusters
  Score: Raw -1794581.373121 + Penalty 3152.627301 = -1791428.745820
  nChanged 6
		SP:Iteration 76Q (32317.030000 sec): 3 clusters
  Score: Raw -1794581.769649 + Penalty 3152.627301 = -1791429.142347
  nChanged 4
		SP:Iteration 77Q (32317.350000 sec): 3 clusters
  Score: Raw -1794582.220898 + Penalty 3152.627301 = -1791429.593597
  nChanged 6
		SP:Iteration 78Q (32317.620000 sec): 3 clusters
  Score: Raw -1794582.902154 + Penalty 3152.627301 = -1791430.274852
  nChanged 10
		SP:Iteration 79Q (32317.910000 sec): 3 clusters
  Score: Raw -1794583.733804 + Penalty 3152.627301 = -1791431.106502
  nChanged 7
		SP:Iteration 80F (32318.170000 sec): 3 clusters
  Score: Raw -1794584.153028 + Penalty 3152.627301 = -1791431.525726
  nChanged 5
		SP:Iteration 81Q (32318.400000 sec): 3 clusters
  Score: Raw -1794584.474220 + Penalty 3152.627301 = -1791431.846919
  nChanged 5
		SP:Iteration 82Q (32318.660000 sec): 3 clusters
  Score: Raw -1794584.764148 + Penalty 3152.627301 = -1791432.136847
  nChanged 6
		SP:Iteration 83Q (32318.910000 sec): 3 clusters
  Score: Raw -1794585.146209 + Penalty 3152.627301 = -1791432.518908
  nChanged 7
		SP:Iteration 84Q (32319.180000 sec): 3 clusters
  Score: Raw -1794585.554402 + Penalty 3152.627301 = -1791432.927101
  nChanged 4
		SP:Iteration 85Q (32319.430000 sec): 3 clusters
  Score: Raw -1794585.867592 + Penalty 3152.627301 = -1791433.240290
  nChanged 5
		SP:Iteration 86Q (32319.740000 sec): 3 clusters
  Score: Raw -1794586.254871 + Penalty 3152.627301 = -1791433.627570
  nChanged 4
		SP:Iteration 87Q (32319.980000 sec): 3 clusters
  Score: Raw -1794586.628882 + Penalty 3152.627301 = -1791434.001580
  nChanged 6
		SP:Iteration 88Q (32320.280000 sec): 3 clusters
  Score: Raw -1794586.863123 + Penalty 3152.627301 = -1791434.235822
  nChanged 3
		SP:Iteration 89Q (32320.530000 sec): 3 clusters
  Score: Raw -1794587.116567 + Penalty 3152.627301 = -1791434.489266
  nChanged 6
		SP:Iteration 90Q (32320.780000 sec): 3 clusters
  Score: Raw -1794587.555384 + Penalty 3152.627301 = -1791434.928082
  nChanged 9
		SP:Iteration 91Q (32321.100000 sec): 3 clusters
  Score: Raw -1794588.354898 + Penalty 3152.627301 = -1791435.727597
  nChanged 8
		SP:Iteration 92Q (32321.350000 sec): 3 clusters
  Score: Raw -1794588.791647 + Penalty 3152.627301 = -1791436.164345
  nChanged 11
		SP:Iteration 93Q (32321.730000 sec): 3 clusters
  Score: Raw -1794589.720332 + Penalty 3152.627301 = -1791437.093030
  nChanged 9
		SP:Iteration 94Q (32321.970000 sec): 3 clusters
  Score: Raw -1794590.412548 + Penalty 3152.627301 = -1791437.785246
  nChanged 11
		SP:Iteration 95Q (32322.240000 sec): 3 clusters
  Score: Raw -1794591.040129 + Penalty 3152.627301 = -1791438.412827
  nChanged 10
		SP:Iteration 96Q (32322.490000 sec): 3 clusters
  Score: Raw -1794591.496081 + Penalty 3152.627301 = -1791438.868780
  nChanged 5
		SP:Iteration 97Q (32322.760000 sec): 3 clusters
  Score: Raw -1794591.942050 + Penalty 3152.627301 = -1791439.314749
  nChanged 5
		SP:Iteration 98Q (32323.030000 sec): 3 clusters
  Score: Raw -1794592.404937 + Penalty 3152.627301 = -1791439.777636
  nChanged 7
		SP:Iteration 99Q (32323.320000 sec): 3 clusters
  Score: Raw -1794592.995458 + Penalty 3152.627301 = -1791440.368157
  nChanged 7
		SP:Iteration 100F (32323.660000 sec): 3 clusters
  Score: Raw -1794593.379580 + Penalty 3152.627301 = -1791440.752278
  nChanged 2
		SP:Iteration 101Q (32323.910000 sec): 3 clusters
  Score: Raw -1794593.445748 + Penalty 3152.627301 = -1791440.818447
  nChanged 2
		SP:Iteration 102Q (32324.200000 sec): 3 clusters
  Score: Raw -1794593.646581 + Penalty 3152.627301 = -1791441.019279
  nChanged 1
		SP:Iteration 103Q (32324.430000 sec): 3 clusters
  Score: Raw -1794593.686637 + Penalty 3152.627301 = -1791441.059336
  nChanged 1
		SP:Iteration 104Q (32324.720000 sec): 3 clusters
  Score: Raw -1794593.783328 + Penalty 3152.627301 = -1791441.156026
  nChanged 1
		SP:Iteration 105Q (32324.980000 sec): 3 clusters
  Score: Raw -1794593.796627 + Penalty 3152.627301 = -1791441.169326
  nChanged 0
		SP:Iteration 106F (32325.270000 sec): 3 clusters
  Score: Raw -1794593.796627 + Penalty 3152.627301 = -1791441.169326
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (10297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32325.400000 sec): 2 clusters
  Score: Raw -1181879.310346 + Penalty 1501.436279 = -1180377.874068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32325.650000 sec): 3 clusters
  Score: Raw -1175998.000958 + Penalty 3002.872558 = -1172995.128401
  nChanged 4450
		SP:Iteration 1F (32325.890000 sec): 3 clusters
  Score: Raw -1178369.393074 + Penalty 3002.872558 = -1175366.520517
  nChanged 596
		SP:Iteration 2F (32326.150000 sec): 3 clusters
  Score: Raw -1178583.111708 + Penalty 3002.872558 = -1175580.239150
  nChanged 467
		SP:Iteration 3Q (32326.430000 sec): 3 clusters
  Score: Raw -1178728.789326 + Penalty 3002.872558 = -1175725.916768
  nChanged 375
		SP:Iteration 4Q (32326.690000 sec): 3 clusters
  Score: Raw -1178850.336107 + Penalty 3002.872558 = -1175847.463549
  nChanged 329
		SP:Iteration 5Q (32326.980000 sec): 3 clusters
  Score: Raw -1178957.098313 + Penalty 3002.872558 = -1175954.225755
  nChanged 282
		SP:Iteration 6Q (32327.160000 sec): 3 clusters
  Score: Raw -1179031.439299 + Penalty 3002.872558 = -1176028.566741
  nChanged 237
		SP:Iteration 7Q (32327.400000 sec): 3 clusters
  Score: Raw -1179097.375791 + Penalty 3002.872558 = -1176094.503234
  nChanged 212
		SP:Iteration 8Q (32327.660000 sec): 3 clusters
  Score: Raw -1179155.729670 + Penalty 3002.872558 = -1176152.857112
  nChanged 212
		SP:Iteration 9Q (32327.910000 sec): 3 clusters
  Score: Raw -1179209.942303 + Penalty 3002.872558 = -1176207.069745
  nChanged 188
		SP:Iteration 10Q (32328.150000 sec): 3 clusters
  Score: Raw -1179266.277870 + Penalty 3002.872558 = -1176263.405312
  nChanged 234
		SP:Iteration 11Q (32328.380000 sec): 3 clusters
  Score: Raw -1179337.422555 + Penalty 3002.872558 = -1176334.549997
  nChanged 224
		SP:Iteration 12Q (32328.670000 sec): 3 clusters
  Score: Raw -1179402.847857 + Penalty 3002.872558 = -1176399.975299
  nChanged 203
		SP:Iteration 13Q (32328.880000 sec): 3 clusters
  Score: Raw -1179466.659720 + Penalty 3002.872558 = -1176463.787162
  nChanged 227
		SP:Iteration 14Q (32329.090000 sec): 3 clusters
  Score: Raw -1179547.253577 + Penalty 3002.872558 = -1176544.381020
  nChanged 269
		SP:Iteration 15Q (32329.350000 sec): 3 clusters
  Score: Raw -1179646.987696 + Penalty 3002.872558 = -1176644.115138
  nChanged 297
		SP:Iteration 16Q (32329.570000 sec): 3 clusters
  Score: Raw -1179770.680436 + Penalty 3002.872558 = -1176767.807878
  nChanged 298
		SP:Iteration 17Q (32329.780000 sec): 3 clusters
  Score: Raw -1179903.022445 + Penalty 3002.872558 = -1176900.149887
  nChanged 346
		SP:Iteration 18Q (32330.000000 sec): 3 clusters
  Score: Raw -1180095.575406 + Penalty 3002.872558 = -1177092.702849
  nChanged 410
		SP:Iteration 19Q (32330.240000 sec): 3 clusters
  Score: Raw -1180362.112130 + Penalty 3002.872558 = -1177359.239573
  nChanged 433
		SP:Iteration 20F (32330.450000 sec): 3 clusters
  Score: Raw -1180653.415200 + Penalty 3002.872558 = -1177650.542642
  nChanged 448
		SP:Iteration 21Q (32330.700000 sec): 3 clusters
  Score: Raw -1180969.757117 + Penalty 3002.872558 = -1177966.884559
  nChanged 398
		SP:Iteration 22Q (32331.030000 sec): 3 clusters
  Score: Raw -1181241.498958 + Penalty 3002.872558 = -1178238.626400
  nChanged 315
		SP:Iteration 23Q (32331.270000 sec): 3 clusters
  Score: Raw -1181413.814008 + Penalty 3002.872558 = -1178410.941450
  nChanged 226
		SP:Iteration 24Q (32331.470000 sec): 3 clusters
  Score: Raw -1181525.408858 + Penalty 3002.872558 = -1178522.536300
  nChanged 176
		SP:Iteration 25Q (32331.690000 sec): 3 clusters
  Score: Raw -1181620.300133 + Penalty 3002.872558 = -1178617.427576
  nChanged 159
		SP:Iteration 26Q (32332.000000 sec): 3 clusters
  Score: Raw -1181729.842965 + Penalty 3002.872558 = -1178726.970407
  nChanged 156
		SP:Iteration 27Q (32332.240000 sec): 3 clusters
  Score: Raw -1181845.774848 + Penalty 3002.872558 = -1178842.902291
  nChanged 164
		SP:Iteration 28Q (32332.490000 sec): 3 clusters
  Score: Raw -1181982.274749 + Penalty 3002.872558 = -1178979.402192
  nChanged 166
		SP:Iteration 29Q (32332.740000 sec): 3 clusters
  Score: Raw -1182093.976204 + Penalty 3002.872558 = -1179091.103646
  nChanged 160
		SP:Iteration 30Q (32332.950000 sec): 3 clusters
  Score: Raw -1182175.549862 + Penalty 3002.872558 = -1179172.677304
  nChanged 123
		SP:Iteration 31Q (32333.210000 sec): 3 clusters
  Score: Raw -1182223.177410 + Penalty 3002.872558 = -1179220.304852
  nChanged 103
		SP:Iteration 32Q (32333.470000 sec): 3 clusters
  Score: Raw -1182258.569301 + Penalty 3002.872558 = -1179255.696743
  nChanged 78
		SP:Iteration 33Q (32333.710000 sec): 3 clusters
  Score: Raw -1182279.519917 + Penalty 3002.872558 = -1179276.647360
  nChanged 64
		SP:Iteration 34Q (32333.980000 sec): 3 clusters
  Score: Raw -1182298.049745 + Penalty 3002.872558 = -1179295.177188
  nChanged 57
		SP:Iteration 35Q (32334.210000 sec): 3 clusters
  Score: Raw -1182314.107850 + Penalty 3002.872558 = -1179311.235292
  nChanged 54
		SP:Iteration 36Q (32334.480000 sec): 3 clusters
  Score: Raw -1182326.167725 + Penalty 3002.872558 = -1179323.295167
  nChanged 45
		SP:Iteration 37Q (32334.720000 sec): 3 clusters
  Score: Raw -1182335.841782 + Penalty 3002.872558 = -1179332.969224
  nChanged 38
		SP:Iteration 38Q (32334.960000 sec): 3 clusters
  Score: Raw -1182342.415243 + Penalty 3002.872558 = -1179339.542685
  nChanged 30
		SP:Iteration 39Q (32335.170000 sec): 3 clusters
  Score: Raw -1182347.709791 + Penalty 3002.872558 = -1179344.837234
  nChanged 29
		SP:Iteration 40F (32335.420000 sec): 3 clusters
  Score: Raw -1182353.560869 + Penalty 3002.872558 = -1179350.688312
  nChanged 30
		SP:Iteration 41Q (32335.660000 sec): 3 clusters
  Score: Raw -1182359.170833 + Penalty 3002.872558 = -1179356.298275
  nChanged 27
		SP:Iteration 42Q (32335.940000 sec): 3 clusters
  Score: Raw -1182364.001549 + Penalty 3002.872558 = -1179361.128992
  nChanged 31
		SP:Iteration 43Q (32336.220000 sec): 3 clusters
  Score: Raw -1182369.350234 + Penalty 3002.872558 = -1179366.477676
  nChanged 30
		SP:Iteration 44Q (32336.480000 sec): 3 clusters
  Score: Raw -1182373.901989 + Penalty 3002.872558 = -1179371.029431
  nChanged 22
		SP:Iteration 45Q (32336.680000 sec): 3 clusters
  Score: Raw -1182377.689891 + Penalty 3002.872558 = -1179374.817333
  nChanged 20
		SP:Iteration 46Q (32336.970000 sec): 3 clusters
  Score: Raw -1182381.143710 + Penalty 3002.872558 = -1179378.271152
  nChanged 29
		SP:Iteration 47Q (32337.210000 sec): 3 clusters
  Score: Raw -1182387.361288 + Penalty 3002.872558 = -1179384.488730
  nChanged 35
		SP:Iteration 48Q (32337.510000 sec): 3 clusters
  Score: Raw -1182395.841655 + Penalty 3002.872558 = -1179392.969097
  nChanged 44
		SP:Iteration 49Q (32337.760000 sec): 3 clusters
  Score: Raw -1182405.209329 + Penalty 3002.872558 = -1179402.336771
  nChanged 35
		SP:Iteration 50Q (32338.000000 sec): 3 clusters
  Score: Raw -1182413.849365 + Penalty 3002.872558 = -1179410.976807
  nChanged 39
		SP:Iteration 51Q (32338.320000 sec): 3 clusters
  Score: Raw -1182422.681646 + Penalty 3002.872558 = -1179419.809088
  nChanged 45
		SP:Iteration 52Q (32338.510000 sec): 3 clusters
  Score: Raw -1182431.857529 + Penalty 3002.872558 = -1179428.984971
  nChanged 42
		SP:Iteration 53Q (32338.750000 sec): 3 clusters
  Score: Raw -1182441.857813 + Penalty 3002.872558 = -1179438.985255
  nChanged 41
		SP:Iteration 54Q (32339.040000 sec): 3 clusters
  Score: Raw -1182450.156768 + Penalty 3002.872558 = -1179447.284210
  nChanged 45
		SP:Iteration 55Q (32339.260000 sec): 3 clusters
  Score: Raw -1182459.748292 + Penalty 3002.872558 = -1179456.875735
  nChanged 38
		SP:Iteration 56Q (32339.520000 sec): 3 clusters
  Score: Raw -1182469.480940 + Penalty 3002.872558 = -1179466.608382
  nChanged 40
		SP:Iteration 57Q (32339.760000 sec): 3 clusters
  Score: Raw -1182479.478674 + Penalty 3002.872558 = -1179476.606117
  nChanged 46
		SP:Iteration 58Q (32339.980000 sec): 3 clusters
  Score: Raw -1182491.099634 + Penalty 3002.872558 = -1179488.227076
  nChanged 54
		SP:Iteration 59Q (32340.240000 sec): 3 clusters
  Score: Raw -1182504.170144 + Penalty 3002.872558 = -1179501.297587
  nChanged 54
		SP:Iteration 60F (32340.450000 sec): 3 clusters
  Score: Raw -1182517.231299 + Penalty 3002.872558 = -1179514.358741
  nChanged 54
		SP:Iteration 61Q (32340.680000 sec): 3 clusters
  Score: Raw -1182530.442472 + Penalty 3002.872558 = -1179527.569914
  nChanged 48
		SP:Iteration 62Q (32340.940000 sec): 3 clusters
  Score: Raw -1182542.713263 + Penalty 3002.872558 = -1179539.840705
  nChanged 57
		SP:Iteration 63Q (32341.180000 sec): 3 clusters
  Score: Raw -1182558.088055 + Penalty 3002.872558 = -1179555.215498
  nChanged 64
		SP:Iteration 64Q (32341.420000 sec): 3 clusters
  Score: Raw -1182574.444843 + Penalty 3002.872558 = -1179571.572286
  nChanged 67
		SP:Iteration 65Q (32341.680000 sec): 3 clusters
  Score: Raw -1182593.535699 + Penalty 3002.872558 = -1179590.663141
  nChanged 78
		SP:Iteration 66Q (32341.940000 sec): 3 clusters
  Score: Raw -1182615.237920 + Penalty 3002.872558 = -1179612.365362
  nChanged 75
		SP:Iteration 67Q (32342.220000 sec): 3 clusters
  Score: Raw -1182640.917219 + Penalty 3002.872558 = -1179638.044662
  nChanged 84
		SP:Iteration 68Q (32342.450000 sec): 3 clusters
  Score: Raw -1182670.634361 + Penalty 3002.872558 = -1179667.761803
  nChanged 91
		SP:Iteration 69Q (32342.690000 sec): 3 clusters
  Score: Raw -1182703.010036 + Penalty 3002.872558 = -1179700.137478
  nChanged 83
		SP:Iteration 70Q (32342.940000 sec): 3 clusters
  Score: Raw -1182733.200504 + Penalty 3002.872558 = -1179730.327946
  nChanged 82
		SP:Iteration 71Q (32343.180000 sec): 3 clusters
  Score: Raw -1182761.660653 + Penalty 3002.872558 = -1179758.788095
  nChanged 106
		SP:Iteration 72Q (32343.400000 sec): 3 clusters
  Score: Raw -1182802.951547 + Penalty 3002.872558 = -1179800.078990
  nChanged 105
		SP:Iteration 73Q (32343.660000 sec): 3 clusters
  Score: Raw -1182838.235445 + Penalty 3002.872558 = -1179835.362888
  nChanged 94
		SP:Iteration 74Q (32343.880000 sec): 3 clusters
  Score: Raw -1182869.476452 + Penalty 3002.872558 = -1179866.603895
  nChanged 91
		SP:Iteration 75Q (32344.140000 sec): 3 clusters
  Score: Raw -1182897.859702 + Penalty 3002.872558 = -1179894.987145
  nChanged 78
		SP:Iteration 76Q (32344.410000 sec): 3 clusters
  Score: Raw -1182922.476337 + Penalty 3002.872558 = -1179919.603779
  nChanged 71
		SP:Iteration 77Q (32344.620000 sec): 3 clusters
  Score: Raw -1182940.031345 + Penalty 3002.872558 = -1179937.158787
  nChanged 55
		SP:Iteration 78Q (32344.890000 sec): 3 clusters
  Score: Raw -1182953.442076 + Penalty 3002.872558 = -1179950.569519
  nChanged 46
		SP:Iteration 79Q (32345.080000 sec): 3 clusters
  Score: Raw -1182964.680956 + Penalty 3002.872558 = -1179961.808399
  nChanged 41
		SP:Iteration 80F (32345.310000 sec): 3 clusters
  Score: Raw -1182973.245923 + Penalty 3002.872558 = -1179970.373366
  nChanged 29
		SP:Iteration 81Q (32345.560000 sec): 3 clusters
  Score: Raw -1182978.025313 + Penalty 3002.872558 = -1179975.152755
  nChanged 15
		SP:Iteration 82Q (32345.780000 sec): 3 clusters
  Score: Raw -1182980.464684 + Penalty 3002.872558 = -1179977.592126
  nChanged 18
		SP:Iteration 83Q (32345.970000 sec): 3 clusters
  Score: Raw -1182982.789023 + Penalty 3002.872558 = -1179979.916465
  nChanged 12
		SP:Iteration 84Q (32346.200000 sec): 3 clusters
  Score: Raw -1182984.062003 + Penalty 3002.872558 = -1179981.189446
  nChanged 7
		SP:Iteration 85Q (32346.400000 sec): 3 clusters
  Score: Raw -1182985.077266 + Penalty 3002.872558 = -1179982.204709
  nChanged 9
		SP:Iteration 86Q (32346.630000 sec): 3 clusters
  Score: Raw -1182986.090898 + Penalty 3002.872558 = -1179983.218340
  nChanged 10
		SP:Iteration 87Q (32346.790000 sec): 3 clusters
  Score: Raw -1182987.281286 + Penalty 3002.872558 = -1179984.408728
  nChanged 6
		SP:Iteration 88Q (32346.970000 sec): 3 clusters
  Score: Raw -1182988.094057 + Penalty 3002.872558 = -1179985.221500
  nChanged 13
		SP:Iteration 89Q (32347.180000 sec): 3 clusters
  Score: Raw -1182990.068212 + Penalty 3002.872558 = -1179987.195655
  nChanged 18
		SP:Iteration 90Q (32347.420000 sec): 3 clusters
  Score: Raw -1182993.164982 + Penalty 3002.872558 = -1179990.292425
  nChanged 15
		SP:Iteration 91Q (32347.600000 sec): 3 clusters
  Score: Raw -1182995.319760 + Penalty 3002.872558 = -1179992.447203
  nChanged 16
		SP:Iteration 92Q (32347.900000 sec): 3 clusters
  Score: Raw -1182997.645395 + Penalty 3002.872558 = -1179994.772837
  nChanged 12
		SP:Iteration 93Q (32348.160000 sec): 3 clusters
  Score: Raw -1182999.839191 + Penalty 3002.872558 = -1179996.966633
  nChanged 15
		SP:Iteration 94Q (32348.420000 sec): 3 clusters
  Score: Raw -1183001.831297 + Penalty 3002.872558 = -1179998.958739
  nChanged 13
		SP:Iteration 95Q (32348.660000 sec): 3 clusters
  Score: Raw -1183003.848557 + Penalty 3002.872558 = -1180000.975999
  nChanged 18
		SP:Iteration 96Q (32348.880000 sec): 3 clusters
  Score: Raw -1183006.416482 + Penalty 3002.872558 = -1180003.543925
  nChanged 13
		SP:Iteration 97Q (32349.060000 sec): 3 clusters
  Score: Raw -1183007.951561 + Penalty 3002.872558 = -1180005.079003
  nChanged 12
		SP:Iteration 98Q (32349.240000 sec): 3 clusters
  Score: Raw -1183009.335134 + Penalty 3002.872558 = -1180006.462577
  nChanged 9
		SP:Iteration 99Q (32349.440000 sec): 3 clusters
  Score: Raw -1183010.337605 + Penalty 3002.872558 = -1180007.465048
  nChanged 10
		SP:Iteration 100F (32349.720000 sec): 3 clusters
  Score: Raw -1183011.515733 + Penalty 3002.872558 = -1180008.643176
  nChanged 7
		SP:Iteration 101Q (32349.940000 sec): 3 clusters
  Score: Raw -1183012.252228 + Penalty 3002.872558 = -1180009.379671
  nChanged 11
		SP:Iteration 102Q (32350.230000 sec): 3 clusters
  Score: Raw -1183013.551323 + Penalty 3002.872558 = -1180010.678765
  nChanged 15
		SP:Iteration 103Q (32350.430000 sec): 3 clusters
  Score: Raw -1183015.520198 + Penalty 3002.872558 = -1180012.647640
  nChanged 12
		SP:Iteration 104Q (32350.660000 sec): 3 clusters
  Score: Raw -1183016.682682 + Penalty 3002.872558 = -1180013.810124
  nChanged 8
		SP:Iteration 105Q (32350.910000 sec): 3 clusters
  Score: Raw -1183017.571190 + Penalty 3002.872558 = -1180014.698633
  nChanged 7
		SP:Iteration 106Q (32351.150000 sec): 3 clusters
  Score: Raw -1183018.392893 + Penalty 3002.872558 = -1180015.520336
  nChanged 4
		SP:Iteration 107Q (32351.330000 sec): 3 clusters
  Score: Raw -1183018.867605 + Penalty 3002.872558 = -1180015.995047
  nChanged 6
		SP:Iteration 108Q (32351.570000 sec): 3 clusters
  Score: Raw -1183019.427857 + Penalty 3002.872558 = -1180016.555299
  nChanged 3
		SP:Iteration 109Q (32351.790000 sec): 3 clusters
  Score: Raw -1183019.812970 + Penalty 3002.872558 = -1180016.940412
  nChanged 4
		SP:Iteration 110Q (32352.020000 sec): 3 clusters
  Score: Raw -1183020.309828 + Penalty 3002.872558 = -1180017.437271
  nChanged 2
		SP:Iteration 111Q (32352.290000 sec): 3 clusters
  Score: Raw -1183020.404065 + Penalty 3002.872558 = -1180017.531508
  nChanged 1
		SP:Iteration 112Q (32352.510000 sec): 3 clusters
  Score: Raw -1183020.473511 + Penalty 3002.872558 = -1180017.600953
  nChanged 3
		SP:Iteration 113Q (32352.770000 sec): 3 clusters
  Score: Raw -1183020.646975 + Penalty 3002.872558 = -1180017.774417
  nChanged 1
		SP:Iteration 114Q (32352.970000 sec): 3 clusters
  Score: Raw -1183020.671056 + Penalty 3002.872558 = -1180017.798498
  nChanged 0
		SP:Iteration 115F (32353.250000 sec): 3 clusters
  Score: Raw -1183020.671056 + Penalty 3002.872558 = -1180017.798498
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32353.320000 sec): 2 clusters
  Score: Raw -137893.337830 + Penalty 1164.894233 = -136728.443596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32353.550000 sec): 3 clusters
  Score: Raw -137397.916108 + Penalty 2329.788467 = -135068.127642
  nChanged 419
		SP:Iteration 1F (32353.770000 sec): 3 clusters
  Score: Raw -137723.798306 + Penalty 2329.788467 = -135394.009839
  nChanged 103
		SP:Iteration 2F (32353.940000 sec): 3 clusters
  Score: Raw -137835.361836 + Penalty 2329.788467 = -135505.573369
  nChanged 65
		SP:Iteration 3F (32354.080000 sec): 3 clusters
  Score: Raw -137920.863854 + Penalty 2329.788467 = -135591.075387
  nChanged 46
		SP:Iteration 4Q (32354.270000 sec): 3 clusters
  Score: Raw -137986.811741 + Penalty 2329.788467 = -135657.023274
  nChanged 52
		SP:Iteration 5Q (32354.450000 sec): 3 clusters
  Score: Raw -138052.239367 + Penalty 2329.788467 = -135722.450900
  nChanged 58
		SP:Iteration 6Q (32354.670000 sec): 3 clusters
  Score: Raw -138117.693278 + Penalty 2329.788467 = -135787.904811
  nChanged 52
		SP:Iteration 7Q (32354.900000 sec): 3 clusters
  Score: Raw -138176.147024 + Penalty 2329.788467 = -135846.358557
  nChanged 47
		SP:Iteration 8Q (32355.060000 sec): 3 clusters
  Score: Raw -138244.760133 + Penalty 2329.788467 = -135914.971667
  nChanged 49
		SP:Iteration 9Q (32355.250000 sec): 3 clusters
  Score: Raw -138322.280657 + Penalty 2329.788467 = -135992.492190
  nChanged 54
		SP:Iteration 10Q (32355.450000 sec): 3 clusters
  Score: Raw -138402.106091 + Penalty 2329.788467 = -136072.317624
  nChanged 34
		SP:Iteration 11Q (32355.600000 sec): 3 clusters
  Score: Raw -138438.078892 + Penalty 2329.788467 = -136108.290426
  nChanged 21
		SP:Iteration 12Q (32355.830000 sec): 3 clusters
  Score: Raw -138460.776722 + Penalty 2329.788467 = -136130.988255
  nChanged 16
		SP:Iteration 13Q (32356.050000 sec): 3 clusters
  Score: Raw -138484.372046 + Penalty 2329.788467 = -136154.583579
  nChanged 12
		SP:Iteration 14Q (32356.240000 sec): 3 clusters
  Score: Raw -138502.839463 + Penalty 2329.788467 = -136173.050997
  nChanged 15
		SP:Iteration 15Q (32356.400000 sec): 3 clusters
  Score: Raw -138515.233012 + Penalty 2329.788467 = -136185.444545
  nChanged 9
		SP:Iteration 16Q (32356.620000 sec): 3 clusters
  Score: Raw -138519.933583 + Penalty 2329.788467 = -136190.145117
  nChanged 5
		SP:Iteration 17Q (32356.780000 sec): 3 clusters
  Score: Raw -138523.072596 + Penalty 2329.788467 = -136193.284130
  nChanged 4
		SP:Iteration 18Q (32356.950000 sec): 3 clusters
  Score: Raw -138524.914504 + Penalty 2329.788467 = -136195.126037
  nChanged 2
		SP:Iteration 19Q (32357.140000 sec): 3 clusters
  Score: Raw -138525.626047 + Penalty 2329.788467 = -136195.837581
  nChanged 1
		SP:Iteration 20F (32357.350000 sec): 3 clusters
  Score: Raw -138526.460834 + Penalty 2329.788467 = -136196.672367
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (18037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32357.570000 sec): 2 clusters
  Score: Raw -2126578.450194 + Penalty 1592.529328 = -2124985.920866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32357.940000 sec): 3 clusters
  Score: Raw -2115800.205574 + Penalty 3185.058657 = -2112615.146917
  nChanged 8082
		SP:Iteration 1F (32358.260000 sec): 3 clusters
  Score: Raw -2120590.551469 + Penalty 3185.058657 = -2117405.492812
  nChanged 1127
		SP:Iteration 2F (32358.570000 sec): 3 clusters
  Score: Raw -2121139.197956 + Penalty 3185.058657 = -2117954.139299
  nChanged 1093
		SP:Iteration 3F (32358.900000 sec): 3 clusters
  Score: Raw -2121722.959543 + Penalty 3185.058657 = -2118537.900886
  nChanged 1101
		SP:Iteration 4F (32359.160000 sec): 3 clusters
  Score: Raw -2122370.625271 + Penalty 3185.058657 = -2119185.566614
  nChanged 1082
		SP:Iteration 5F (32359.430000 sec): 3 clusters
  Score: Raw -2123070.796442 + Penalty 3185.058657 = -2119885.737786
  nChanged 1063
		SP:Iteration 6F (32359.690000 sec): 3 clusters
  Score: Raw -2123845.658259 + Penalty 3185.058657 = -2120660.599602
  nChanged 1015
		SP:Iteration 7F (32359.920000 sec): 3 clusters
  Score: Raw -2124676.312535 + Penalty 3185.058657 = -2121491.253879
  nChanged 835
		SP:Iteration 8Q (32360.210000 sec): 3 clusters
  Score: Raw -2125381.724454 + Penalty 3185.058657 = -2122196.665797
  nChanged 624
		SP:Iteration 9Q (32360.460000 sec): 3 clusters
  Score: Raw -2125941.017822 + Penalty 3185.058657 = -2122755.959165
  nChanged 402
		SP:Iteration 10Q (32360.680000 sec): 3 clusters
  Score: Raw -2126313.723707 + Penalty 3185.058657 = -2123128.665050
  nChanged 225
		SP:Iteration 11Q (32360.970000 sec): 3 clusters
  Score: Raw -2126506.915463 + Penalty 3185.058657 = -2123321.856807
  nChanged 114
		SP:Iteration 12Q (32361.220000 sec): 3 clusters
  Score: Raw -2126598.260026 + Penalty 3185.058657 = -2123413.201369
  nChanged 66
		SP:Iteration 13Q (32361.530000 sec): 3 clusters
  Score: Raw -2126659.513808 + Penalty 3185.058657 = -2123474.455151
  nChanged 45
		SP:Iteration 14Q (32361.820000 sec): 3 clusters
  Score: Raw -2126704.416701 + Penalty 3185.058657 = -2123519.358045
  nChanged 28
		SP:Iteration 15Q (32362.060000 sec): 3 clusters
  Score: Raw -2126728.499932 + Penalty 3185.058657 = -2123543.441275
  nChanged 23
		SP:Iteration 16Q (32362.380000 sec): 3 clusters
  Score: Raw -2126749.208090 + Penalty 3185.058657 = -2123564.149433
  nChanged 14
		SP:Iteration 17Q (32362.680000 sec): 3 clusters
  Score: Raw -2126762.177421 + Penalty 3185.058657 = -2123577.118764
  nChanged 10
		SP:Iteration 18Q (32362.970000 sec): 3 clusters
  Score: Raw -2126769.787969 + Penalty 3185.058657 = -2123584.729313
  nChanged 3
		SP:Iteration 19Q (32363.230000 sec): 3 clusters
  Score: Raw -2126772.365215 + Penalty 3185.058657 = -2123587.306558
  nChanged 4
		SP:Iteration 20F (32363.530000 sec): 3 clusters
  Score: Raw -2126776.223516 + Penalty 3185.058657 = -2123591.164860
  nChanged 6
		SP:Iteration 21Q (32363.840000 sec): 3 clusters
  Score: Raw -2126782.470803 + Penalty 3185.058657 = -2123597.412146
  nChanged 6
		SP:Iteration 22Q (32364.090000 sec): 3 clusters
  Score: Raw -2126788.130336 + Penalty 3185.058657 = -2123603.071680
  nChanged 5
		SP:Iteration 23Q (32364.410000 sec): 3 clusters
  Score: Raw -2126791.133334 + Penalty 3185.058657 = -2123606.074677
  nChanged 2
		SP:Iteration 24Q (32364.660000 sec): 3 clusters
  Score: Raw -2126792.636116 + Penalty 3185.058657 = -2123607.577460
  nChanged 1
		SP:Iteration 25Q (32364.990000 sec): 3 clusters
  Score: Raw -2126794.355511 + Penalty 3185.058657 = -2123609.296854
  nChanged 1
		SP:Iteration 26Q (32365.220000 sec): 3 clusters
  Score: Raw -2126796.056655 + Penalty 3185.058657 = -2123610.997998
  nChanged 1
		SP:Iteration 27Q (32365.500000 sec): 3 clusters
  Score: Raw -2126797.107426 + Penalty 3185.058657 = -2123612.048769
  nChanged 1
		SP:Iteration 28Q (32365.780000 sec): 3 clusters
  Score: Raw -2126798.237263 + Penalty 3185.058657 = -2123613.178606
  nChanged 0
		SP:Iteration 29F (32366.050000 sec): 3 clusters
  Score: Raw -2126798.237263 + Penalty 3185.058657 = -2123613.178606
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 20 (155245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32366.730000 sec): 2 clusters
  Score: Raw -17696846.419385 + Penalty 1942.323466 = -17694904.095918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32367.650000 sec): 3 clusters
  Score: Raw -17594698.684803 + Penalty 3884.646933 = -17590814.037870
  nChanged 74916
		SP:Iteration 1F (32368.510000 sec): 3 clusters
  Score: Raw -17639595.305387 + Penalty 3884.646933 = -17635710.658454
  nChanged 5418
		SP:Iteration 2Q (32369.420000 sec): 3 clusters
  Score: Raw -17641164.989808 + Penalty 3884.646933 = -17637280.342876
  nChanged 5977
		SP:Iteration 3Q (32370.370000 sec): 3 clusters
  Score: Raw -17643301.249386 + Penalty 3884.646933 = -17639416.602453
  nChanged 6739
		SP:Iteration 4Q (32371.310000 sec): 3 clusters
  Score: Raw -17646068.163446 + Penalty 3884.646933 = -17642183.516513
  nChanged 7462
		SP:Iteration 5Q (32372.400000 sec): 3 clusters
  Score: Raw -17649781.104201 + Penalty 3884.646933 = -17645896.457268
  nChanged 8541
		SP:Iteration 6F (32373.410000 sec): 3 clusters
  Score: Raw -17654943.575094 + Penalty 3884.646933 = -17651058.928161
  nChanged 9839
		SP:Iteration 7F (32374.360000 sec): 3 clusters
  Score: Raw -17661781.000047 + Penalty 3884.646933 = -17657896.353114
  nChanged 10675
		SP:Iteration 8F (32375.400000 sec): 3 clusters
  Score: Raw -17669850.481723 + Penalty 3884.646933 = -17665965.834790
  nChanged 10162
		SP:Iteration 9F (32376.380000 sec): 3 clusters
  Score: Raw -17677733.889935 + Penalty 3884.646933 = -17673849.243002
  nChanged 8529
		SP:Iteration 10F (32377.500000 sec): 3 clusters
  Score: Raw -17684383.339483 + Penalty 3884.646933 = -17680498.692550
  nChanged 6610
		SP:Iteration 11Q (32378.630000 sec): 3 clusters
  Score: Raw -17689494.616716 + Penalty 3884.646933 = -17685609.969783
  nChanged 4478
		SP:Iteration 12Q (32379.630000 sec): 3 clusters
  Score: Raw -17692831.366984 + Penalty 3884.646933 = -17688946.720051
  nChanged 2803
		SP:Iteration 13Q (32380.520000 sec): 3 clusters
  Score: Raw -17694797.893732 + Penalty 3884.646933 = -17690913.246800
  nChanged 1642
		SP:Iteration 14Q (32381.450000 sec): 3 clusters
  Score: Raw -17695905.808234 + Penalty 3884.646933 = -17692021.161301
  nChanged 869
		SP:Iteration 15Q (32382.330000 sec): 3 clusters
  Score: Raw -17696466.355304 + Penalty 3884.646933 = -17692581.708372
  nChanged 479
		SP:Iteration 16Q (32383.170000 sec): 3 clusters
  Score: Raw -17696740.540875 + Penalty 3884.646933 = -17692855.893942
  nChanged 294
		SP:Iteration 17Q (32384.030000 sec): 3 clusters
  Score: Raw -17696914.165971 + Penalty 3884.646933 = -17693029.519038
  nChanged 188
		SP:Iteration 18Q (32384.910000 sec): 3 clusters
  Score: Raw -17697019.473104 + Penalty 3884.646933 = -17693134.826172
  nChanged 135
		SP:Iteration 19Q (32385.710000 sec): 3 clusters
  Score: Raw -17697095.539116 + Penalty 3884.646933 = -17693210.892183
  nChanged 89
		SP:Iteration 20F (32386.590000 sec): 3 clusters
  Score: Raw -17697148.660502 + Penalty 3884.646933 = -17693264.013569
  nChanged 78
		SP:Iteration 21Q (32387.420000 sec): 3 clusters
  Score: Raw -17697194.703784 + Penalty 3884.646933 = -17693310.056852
  nChanged 65
		SP:Iteration 22Q (32388.320000 sec): 3 clusters
  Score: Raw -17697233.409288 + Penalty 3884.646933 = -17693348.762355
  nChanged 46
		SP:Iteration 23Q (32389.230000 sec): 3 clusters
  Score: Raw -17697260.794109 + Penalty 3884.646933 = -17693376.147177
  nChanged 30
		SP:Iteration 24Q (32390.040000 sec): 3 clusters
  Score: Raw -17697279.935354 + Penalty 3884.646933 = -17693395.288421
  nChanged 21
		SP:Iteration 25Q (32390.890000 sec): 3 clusters
  Score: Raw -17697292.022354 + Penalty 3884.646933 = -17693407.375421
  nChanged 23
		SP:Iteration 26Q (32391.670000 sec): 3 clusters
  Score: Raw -17697300.152567 + Penalty 3884.646933 = -17693415.505635
  nChanged 13
		SP:Iteration 27Q (32392.460000 sec): 3 clusters
  Score: Raw -17697306.065567 + Penalty 3884.646933 = -17693421.418635
  nChanged 20
		SP:Iteration 28Q (32393.240000 sec): 3 clusters
  Score: Raw -17697313.035787 + Penalty 3884.646933 = -17693428.388854
  nChanged 11
		SP:Iteration 29Q (32394.070000 sec): 3 clusters
  Score: Raw -17697317.347147 + Penalty 3884.646933 = -17693432.700214
  nChanged 14
		SP:Iteration 30Q (32394.900000 sec): 3 clusters
  Score: Raw -17697323.601700 + Penalty 3884.646933 = -17693438.954767
  nChanged 12
		SP:Iteration 31Q (32395.700000 sec): 3 clusters
  Score: Raw -17697330.046570 + Penalty 3884.646933 = -17693445.399637
  nChanged 15
		SP:Iteration 32Q (32396.490000 sec): 3 clusters
  Score: Raw -17697337.923739 + Penalty 3884.646933 = -17693453.276806
  nChanged 15
		SP:Iteration 33Q (32397.270000 sec): 3 clusters
  Score: Raw -17697345.551792 + Penalty 3884.646933 = -17693460.904860
  nChanged 14
		SP:Iteration 34Q (32398.060000 sec): 3 clusters
  Score: Raw -17697351.431722 + Penalty 3884.646933 = -17693466.784789
  nChanged 12
		SP:Iteration 35Q (32398.870000 sec): 3 clusters
  Score: Raw -17697356.605976 + Penalty 3884.646933 = -17693471.959044
  nChanged 6
		SP:Iteration 36Q (32399.690000 sec): 3 clusters
  Score: Raw -17697359.309272 + Penalty 3884.646933 = -17693474.662339
  nChanged 9
		SP:Iteration 37Q (32400.470000 sec): 3 clusters
  Score: Raw -17697363.359351 + Penalty 3884.646933 = -17693478.712418
  nChanged 6
		SP:Iteration 38Q (32401.250000 sec): 3 clusters
  Score: Raw -17697364.895674 + Penalty 3884.646933 = -17693480.248741
  nChanged 0
		SP:Iteration 39F (32402.110000 sec): 3 clusters
  Score: Raw -17697364.895674 + Penalty 3884.646933 = -17693480.248741
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 21 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32402.250000 sec): 2 clusters
  Score: Raw -490505.801378 + Penalty 1345.203322 = -489160.598056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32402.510000 sec): 3 clusters
  Score: Raw -488566.462533 + Penalty 2690.406645 = -485876.055888
  nChanged 1526
		SP:Iteration 1F (32402.720000 sec): 3 clusters
  Score: Raw -489403.513865 + Penalty 2690.406645 = -486713.107221
  nChanged 257
		SP:Iteration 2F (32402.920000 sec): 3 clusters
  Score: Raw -489551.367534 + Penalty 2690.406645 = -486860.960889
  nChanged 201
		SP:Iteration 3F (32403.140000 sec): 3 clusters
  Score: Raw -489656.717348 + Penalty 2690.406645 = -486966.310704
  nChanged 155
		SP:Iteration 4Q (32403.340000 sec): 3 clusters
  Score: Raw -489719.036205 + Penalty 2690.406645 = -487028.629560
  nChanged 104
		SP:Iteration 5Q (32403.500000 sec): 3 clusters
  Score: Raw -489766.026081 + Penalty 2690.406645 = -487075.619436
  nChanged 98
		SP:Iteration 6Q (32403.730000 sec): 3 clusters
  Score: Raw -489804.117024 + Penalty 2690.406645 = -487113.710380
  nChanged 86
		SP:Iteration 7Q (32403.920000 sec): 3 clusters
  Score: Raw -489838.258377 + Penalty 2690.406645 = -487147.851733
  nChanged 79
		SP:Iteration 8Q (32404.090000 sec): 3 clusters
  Score: Raw -489876.855525 + Penalty 2690.406645 = -487186.448880
  nChanged 84
		SP:Iteration 9Q (32404.280000 sec): 3 clusters
  Score: Raw -489914.829052 + Penalty 2690.406645 = -487224.422408
  nChanged 66
		SP:Iteration 10Q (32404.460000 sec): 3 clusters
  Score: Raw -489941.250092 + Penalty 2690.406645 = -487250.843447
  nChanged 63
		SP:Iteration 11Q (32404.660000 sec): 3 clusters
  Score: Raw -489964.408159 + Penalty 2690.406645 = -487274.001514
  nChanged 56
		SP:Iteration 12Q (32404.850000 sec): 3 clusters
  Score: Raw -489986.376417 + Penalty 2690.406645 = -487295.969772
  nChanged 59
		SP:Iteration 13Q (32405.050000 sec): 3 clusters
  Score: Raw -490012.605441 + Penalty 2690.406645 = -487322.198796
  nChanged 62
		SP:Iteration 14Q (32405.240000 sec): 3 clusters
  Score: Raw -490039.806897 + Penalty 2690.406645 = -487349.400253
  nChanged 76
		SP:Iteration 15Q (32405.440000 sec): 3 clusters
  Score: Raw -490076.181125 + Penalty 2690.406645 = -487385.774480
  nChanged 86
		SP:Iteration 16Q (32405.650000 sec): 3 clusters
  Score: Raw -490127.268812 + Penalty 2690.406645 = -487436.862168
  nChanged 90
		SP:Iteration 17Q (32405.840000 sec): 3 clusters
  Score: Raw -490176.362630 + Penalty 2690.406645 = -487485.955985
  nChanged 77
		SP:Iteration 18Q (32406.030000 sec): 3 clusters
  Score: Raw -490221.568552 + Penalty 2690.406645 = -487531.161907
  nChanged 80
		SP:Iteration 19Q (32406.240000 sec): 3 clusters
  Score: Raw -490270.172294 + Penalty 2690.406645 = -487579.765649
  nChanged 75
		SP:Iteration 20F (32406.420000 sec): 3 clusters
  Score: Raw -490308.826965 + Penalty 2690.406645 = -487618.420321
  nChanged 68
		SP:Iteration 21Q (32406.640000 sec): 3 clusters
  Score: Raw -490353.046872 + Penalty 2690.406645 = -487662.640228
  nChanged 61
		SP:Iteration 22Q (32406.810000 sec): 3 clusters
  Score: Raw -490391.475576 + Penalty 2690.406645 = -487701.068931
  nChanged 57
		SP:Iteration 23Q (32406.950000 sec): 3 clusters
  Score: Raw -490432.861055 + Penalty 2690.406645 = -487742.454410
  nChanged 50
		SP:Iteration 24Q (32407.210000 sec): 3 clusters
  Score: Raw -490462.472768 + Penalty 2690.406645 = -487772.066123
  nChanged 38
		SP:Iteration 25Q (32407.480000 sec): 3 clusters
  Score: Raw -490485.044443 + Penalty 2690.406645 = -487794.637798
  nChanged 31
		SP:Iteration 26Q (32407.620000 sec): 3 clusters
  Score: Raw -490509.352150 + Penalty 2690.406645 = -487818.945506
  nChanged 34
		SP:Iteration 27Q (32407.820000 sec): 3 clusters
  Score: Raw -490536.774180 + Penalty 2690.406645 = -487846.367536
  nChanged 29
		SP:Iteration 28Q (32408.000000 sec): 3 clusters
  Score: Raw -490561.827215 + Penalty 2690.406645 = -487871.420570
  nChanged 27
		SP:Iteration 29Q (32408.200000 sec): 3 clusters
  Score: Raw -490577.575331 + Penalty 2690.406645 = -487887.168686
  nChanged 22
		SP:Iteration 30Q (32408.430000 sec): 3 clusters
  Score: Raw -490595.813784 + Penalty 2690.406645 = -487905.407140
  nChanged 22
		SP:Iteration 31Q (32408.640000 sec): 3 clusters
  Score: Raw -490611.779553 + Penalty 2690.406645 = -487921.372908
  nChanged 13
		SP:Iteration 32Q (32408.830000 sec): 3 clusters
  Score: Raw -490621.243748 + Penalty 2690.406645 = -487930.837104
  nChanged 15
		SP:Iteration 33Q (32409.020000 sec): 3 clusters
  Score: Raw -490631.560585 + Penalty 2690.406645 = -487941.153941
  nChanged 10
		SP:Iteration 34Q (32409.220000 sec): 3 clusters
  Score: Raw -490640.398091 + Penalty 2690.406645 = -487949.991447
  nChanged 11
		SP:Iteration 35Q (32409.380000 sec): 3 clusters
  Score: Raw -490649.312368 + Penalty 2690.406645 = -487958.905724
  nChanged 9
		SP:Iteration 36Q (32409.620000 sec): 3 clusters
  Score: Raw -490656.982862 + Penalty 2690.406645 = -487966.576217
  nChanged 6
		SP:Iteration 37Q (32409.790000 sec): 3 clusters
  Score: Raw -490659.597874 + Penalty 2690.406645 = -487969.191230
  nChanged 6
		SP:Iteration 38Q (32410.010000 sec): 3 clusters
  Score: Raw -490663.888325 + Penalty 2690.406645 = -487973.481681
  nChanged 5
		SP:Iteration 39Q (32410.180000 sec): 3 clusters
  Score: Raw -490668.863241 + Penalty 2690.406645 = -487978.456597
  nChanged 6
		SP:Iteration 40F (32410.420000 sec): 3 clusters
  Score: Raw -490672.240063 + Penalty 2690.406645 = -487981.833418
  nChanged 3
		SP:Iteration 41Q (32410.570000 sec): 3 clusters
  Score: Raw -490673.715013 + Penalty 2690.406645 = -487983.308368
  nChanged 1
		SP:Iteration 42Q (32410.740000 sec): 3 clusters
  Score: Raw -490674.280933 + Penalty 2690.406645 = -487983.874288
  nChanged 1
		SP:Iteration 43Q (32410.970000 sec): 3 clusters
  Score: Raw -490674.815241 + Penalty 2690.406645 = -487984.408597
  nChanged 1
		SP:Iteration 44Q (32411.140000 sec): 3 clusters
  Score: Raw -490674.978803 + Penalty 2690.406645 = -487984.572158
  nChanged 1
		SP:Iteration 45Q (32411.400000 sec): 3 clusters
  Score: Raw -490675.111708 + Penalty 2690.406645 = -487984.705063
  nChanged 0
		SP:Iteration 46F (32411.590000 sec): 3 clusters
  Score: Raw -490675.111708 + Penalty 2690.406645 = -487984.705063
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 22 (30518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32411.830000 sec): 2 clusters
  Score: Raw -3197684.188945 + Penalty 1677.986692 = -3196006.202253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32412.150000 sec): 3 clusters
  Score: Raw -3178893.961779 + Penalty 3355.973385 = -3175537.988395
  nChanged 14041
		SP:Iteration 1F (32412.490000 sec): 3 clusters
  Score: Raw -3186792.475139 + Penalty 3355.973385 = -3183436.501754
  nChanged 1602
		SP:Iteration 2F (32412.830000 sec): 3 clusters
  Score: Raw -3187446.661014 + Penalty 3355.973385 = -3184090.687629
  nChanged 1647
		SP:Iteration 3F (32413.210000 sec): 3 clusters
  Score: Raw -3188210.395128 + Penalty 3355.973385 = -3184854.421744
  nChanged 1762
		SP:Iteration 4F (32413.550000 sec): 3 clusters
  Score: Raw -3189080.871175 + Penalty 3355.973385 = -3185724.897791
  nChanged 1789
		SP:Iteration 5F (32413.920000 sec): 3 clusters
  Score: Raw -3190109.986669 + Penalty 3355.973385 = -3186754.013285
  nChanged 1894
		SP:Iteration 6F (32414.260000 sec): 3 clusters
  Score: Raw -3191407.312509 + Penalty 3355.973385 = -3188051.339124
  nChanged 1846
		SP:Iteration 7F (32414.630000 sec): 3 clusters
  Score: Raw -3192843.188607 + Penalty 3355.973385 = -3189487.215222
  nChanged 1661
		SP:Iteration 8F (32414.980000 sec): 3 clusters
  Score: Raw -3194238.961130 + Penalty 3355.973385 = -3190882.987746
  nChanged 1308
		SP:Iteration 9Q (32415.370000 sec): 3 clusters
  Score: Raw -3195399.759700 + Penalty 3355.973385 = -3192043.786315
  nChanged 1041
		SP:Iteration 10Q (32415.730000 sec): 3 clusters
  Score: Raw -3196215.785102 + Penalty 3355.973385 = -3192859.811718
  nChanged 767
		SP:Iteration 11Q (32416.090000 sec): 3 clusters
  Score: Raw -3196711.819351 + Penalty 3355.973385 = -3193355.845966
  nChanged 547
		SP:Iteration 12Q (32416.460000 sec): 3 clusters
  Score: Raw -3197010.517017 + Penalty 3355.973385 = -3193654.543633
  nChanged 417
		SP:Iteration 13Q (32416.810000 sec): 3 clusters
  Score: Raw -3197221.031085 + Penalty 3355.973385 = -3193865.057700
  nChanged 331
		SP:Iteration 14Q (32417.150000 sec): 3 clusters
  Score: Raw -3197368.344584 + Penalty 3355.973385 = -3194012.371199
  nChanged 258
		SP:Iteration 15Q (32417.480000 sec): 3 clusters
  Score: Raw -3197479.959013 + Penalty 3355.973385 = -3194123.985628
  nChanged 234
		SP:Iteration 16Q (32417.820000 sec): 3 clusters
  Score: Raw -3197568.196600 + Penalty 3355.973385 = -3194212.223215
  nChanged 218
		SP:Iteration 17Q (32418.170000 sec): 3 clusters
  Score: Raw -3197643.989545 + Penalty 3355.973385 = -3194288.016161
  nChanged 182
		SP:Iteration 18Q (32418.470000 sec): 3 clusters
  Score: Raw -3197710.432922 + Penalty 3355.973385 = -3194354.459538
  nChanged 157
		SP:Iteration 19Q (32418.830000 sec): 3 clusters
  Score: Raw -3197767.317097 + Penalty 3355.973385 = -3194411.343712
  nChanged 166
		SP:Iteration 20F (32419.170000 sec): 3 clusters
  Score: Raw -3197831.910029 + Penalty 3355.973385 = -3194475.936644
  nChanged 137
		SP:Iteration 21Q (32419.470000 sec): 3 clusters
  Score: Raw -3197882.866339 + Penalty 3355.973385 = -3194526.892955
  nChanged 129
		SP:Iteration 22Q (32419.800000 sec): 3 clusters
  Score: Raw -3197929.727218 + Penalty 3355.973385 = -3194573.753833
  nChanged 111
		SP:Iteration 23Q (32420.120000 sec): 3 clusters
  Score: Raw -3197969.168850 + Penalty 3355.973385 = -3194613.195465
  nChanged 98
		SP:Iteration 24Q (32420.430000 sec): 3 clusters
  Score: Raw -3198002.721768 + Penalty 3355.973385 = -3194646.748384
  nChanged 77
		SP:Iteration 25Q (32420.790000 sec): 3 clusters
  Score: Raw -3198024.821757 + Penalty 3355.973385 = -3194668.848372
  nChanged 52
		SP:Iteration 26Q (32421.110000 sec): 3 clusters
  Score: Raw -3198038.393232 + Penalty 3355.973385 = -3194682.419847
  nChanged 41
		SP:Iteration 27Q (32421.480000 sec): 3 clusters
  Score: Raw -3198048.810215 + Penalty 3355.973385 = -3194692.836830
  nChanged 34
		SP:Iteration 28Q (32421.840000 sec): 3 clusters
  Score: Raw -3198056.824849 + Penalty 3355.973385 = -3194700.851464
  nChanged 20
		SP:Iteration 29Q (32422.150000 sec): 3 clusters
  Score: Raw -3198061.335310 + Penalty 3355.973385 = -3194705.361926
  nChanged 25
		SP:Iteration 30Q (32422.520000 sec): 3 clusters
  Score: Raw -3198068.987860 + Penalty 3355.973385 = -3194713.014475
  nChanged 25
		SP:Iteration 31Q (32422.850000 sec): 3 clusters
  Score: Raw -3198076.697030 + Penalty 3355.973385 = -3194720.723646
  nChanged 33
		SP:Iteration 32Q (32423.230000 sec): 3 clusters
  Score: Raw -3198087.776797 + Penalty 3355.973385 = -3194731.803412
  nChanged 34
		SP:Iteration 33Q (32423.570000 sec): 3 clusters
  Score: Raw -3198096.548572 + Penalty 3355.973385 = -3194740.575187
  nChanged 24
		SP:Iteration 34Q (32423.890000 sec): 3 clusters
  Score: Raw -3198103.348623 + Penalty 3355.973385 = -3194747.375238
  nChanged 22
		SP:Iteration 35Q (32424.200000 sec): 3 clusters
  Score: Raw -3198110.370861 + Penalty 3355.973385 = -3194754.397476
  nChanged 29
		SP:Iteration 36Q (32424.530000 sec): 3 clusters
  Score: Raw -3198119.018731 + Penalty 3355.973385 = -3194763.045347
  nChanged 24
		SP:Iteration 37Q (32424.830000 sec): 3 clusters
  Score: Raw -3198126.883479 + Penalty 3355.973385 = -3194770.910095
  nChanged 24
		SP:Iteration 38Q (32425.130000 sec): 3 clusters
  Score: Raw -3198134.913361 + Penalty 3355.973385 = -3194778.939976
  nChanged 20
		SP:Iteration 39Q (32425.430000 sec): 3 clusters
  Score: Raw -3198140.762990 + Penalty 3355.973385 = -3194784.789605
  nChanged 24
		SP:Iteration 40F (32425.790000 sec): 3 clusters
  Score: Raw -3198146.567343 + Penalty 3355.973385 = -3194790.593959
  nChanged 21
		SP:Iteration 41Q (32426.100000 sec): 3 clusters
  Score: Raw -3198153.766314 + Penalty 3355.973385 = -3194797.792929
  nChanged 22
		SP:Iteration 42Q (32426.420000 sec): 3 clusters
  Score: Raw -3198161.372684 + Penalty 3355.973385 = -3194805.399299
  nChanged 16
		SP:Iteration 43Q (32426.760000 sec): 3 clusters
  Score: Raw -3198165.862280 + Penalty 3355.973385 = -3194809.888895
  nChanged 14
		SP:Iteration 44Q (32427.110000 sec): 3 clusters
  Score: Raw -3198169.242668 + Penalty 3355.973385 = -3194813.269284
  nChanged 11
		SP:Iteration 45Q (32427.460000 sec): 3 clusters
  Score: Raw -3198172.580909 + Penalty 3355.973385 = -3194816.607524
  nChanged 11
		SP:Iteration 46Q (32427.860000 sec): 3 clusters
  Score: Raw -3198175.670670 + Penalty 3355.973385 = -3194819.697286
  nChanged 12
		SP:Iteration 47Q (32428.170000 sec): 3 clusters
  Score: Raw -3198178.695759 + Penalty 3355.973385 = -3194822.722375
  nChanged 6
		SP:Iteration 48Q (32428.530000 sec): 3 clusters
  Score: Raw -3198180.509512 + Penalty 3355.973385 = -3194824.536127
  nChanged 9
		SP:Iteration 49Q (32428.890000 sec): 3 clusters
  Score: Raw -3198182.351522 + Penalty 3355.973385 = -3194826.378137
  nChanged 5
		SP:Iteration 50Q (32429.240000 sec): 3 clusters
  Score: Raw -3198183.439733 + Penalty 3355.973385 = -3194827.466348
  nChanged 5
		SP:Iteration 51Q (32429.640000 sec): 3 clusters
  Score: Raw -3198184.573197 + Penalty 3355.973385 = -3194828.599813
  nChanged 6
		SP:Iteration 52Q (32429.940000 sec): 3 clusters
  Score: Raw -3198186.584556 + Penalty 3355.973385 = -3194830.611171
  nChanged 7
		SP:Iteration 53Q (32430.240000 sec): 3 clusters
  Score: Raw -3198188.390310 + Penalty 3355.973385 = -3194832.416925
  nChanged 2
		SP:Iteration 54Q (32430.630000 sec): 3 clusters
  Score: Raw -3198188.936053 + Penalty 3355.973385 = -3194832.962668
  nChanged 2
		SP:Iteration 55Q (32430.960000 sec): 3 clusters
  Score: Raw -3198190.110284 + Penalty 3355.973385 = -3194834.136899
  nChanged 2
		SP:Iteration 56Q (32431.310000 sec): 3 clusters
  Score: Raw -3198190.779492 + Penalty 3355.973385 = -3194834.806107
  nChanged 1
		SP:Iteration 57Q (32431.660000 sec): 3 clusters
  Score: Raw -3198191.260783 + Penalty 3355.973385 = -3194835.287398
  nChanged 1
		SP:Iteration 58Q (32432.000000 sec): 3 clusters
  Score: Raw -3198191.389756 + Penalty 3355.973385 = -3194835.416371
  nChanged 0
		SP:Iteration 59F (32432.350000 sec): 3 clusters
  Score: Raw -3198191.389756 + Penalty 3355.973385 = -3194835.416371
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 23 (412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32432.450000 sec): 2 clusters
  Score: Raw -46829.726687 + Penalty 978.416294 = -45851.310393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32432.630000 sec): 3 clusters
  Score: Raw -46813.372356 + Penalty 1956.832589 = -44856.539768
  nChanged 88
		SP:Iteration 1F (32432.810000 sec): 3 clusters
  Score: Raw -46952.219753 + Penalty 1956.832589 = -44995.387164
  nChanged 14
		SP:Iteration 2Q (32432.990000 sec): 3 clusters
  Score: Raw -46977.433120 + Penalty 1956.832589 = -45020.600531
  nChanged 6
		SP:Iteration 3Q (32433.150000 sec): 3 clusters
  Score: Raw -46987.988761 + Penalty 1956.832589 = -45031.156172
  nChanged 4
		SP:Iteration 4Q (32433.340000 sec): 3 clusters
  Score: Raw -46994.255666 + Penalty 1956.832589 = -45037.423078
  nChanged 3
		SP:Iteration 5Q (32433.560000 sec): 3 clusters
  Score: Raw -46999.756584 + Penalty 1956.832589 = -45042.923995
  nChanged 2
		SP:Iteration 6Q (32433.730000 sec): 3 clusters
  Score: Raw -47002.251901 + Penalty 1956.832589 = -45045.419312
  nChanged 0
		SP:Iteration 7F (32433.970000 sec): 3 clusters
  Score: Raw -47002.251901 + Penalty 1956.832589 = -45045.419312
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 24 (13041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32434.060000 sec): 2 clusters
  Score: Raw -1477734.693453 + Penalty 1539.826197 = -1476194.867256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32434.290000 sec): 3 clusters
  Score: Raw -1470041.496174 + Penalty 3079.652394 = -1466961.843780
  nChanged 5771
		SP:Iteration 1F (32434.570000 sec): 3 clusters
  Score: Raw -1473265.353185 + Penalty 3079.652394 = -1470185.700791
  nChanged 806
		SP:Iteration 2F (32434.790000 sec): 3 clusters
  Score: Raw -1473718.296714 + Penalty 3079.652394 = -1470638.644320
  nChanged 828
		SP:Iteration 3F (32435.070000 sec): 3 clusters
  Score: Raw -1474197.364876 + Penalty 3079.652394 = -1471117.712482
  nChanged 731
		SP:Iteration 4F (32435.330000 sec): 3 clusters
  Score: Raw -1474610.232311 + Penalty 3079.652394 = -1471530.579917
  nChanged 701
		SP:Iteration 5F (32435.520000 sec): 3 clusters
  Score: Raw -1474989.684252 + Penalty 3079.652394 = -1471910.031858
  nChanged 652
		SP:Iteration 6Q (32435.780000 sec): 3 clusters
  Score: Raw -1475312.006636 + Penalty 3079.652394 = -1472232.354242
  nChanged 574
		SP:Iteration 7Q (32436.030000 sec): 3 clusters
  Score: Raw -1475583.736390 + Penalty 3079.652394 = -1472504.083996
  nChanged 521
		SP:Iteration 8Q (32436.240000 sec): 3 clusters
  Score: Raw -1475800.827290 + Penalty 3079.652394 = -1472721.174896
  nChanged 442
		SP:Iteration 9Q (32436.490000 sec): 3 clusters
  Score: Raw -1475974.206558 + Penalty 3079.652394 = -1472894.554164
  nChanged 413
		SP:Iteration 10Q (32436.780000 sec): 3 clusters
  Score: Raw -1476138.031172 + Penalty 3079.652394 = -1473058.378778
  nChanged 357
		SP:Iteration 11Q (32437.050000 sec): 3 clusters
  Score: Raw -1476261.009554 + Penalty 3079.652394 = -1473181.357160
  nChanged 293
		SP:Iteration 12Q (32437.240000 sec): 3 clusters
  Score: Raw -1476362.280211 + Penalty 3079.652394 = -1473282.627818
  nChanged 246
		SP:Iteration 13Q (32437.490000 sec): 3 clusters
  Score: Raw -1476444.376196 + Penalty 3079.652394 = -1473364.723802
  nChanged 220
		SP:Iteration 14Q (32437.810000 sec): 3 clusters
  Score: Raw -1476510.840516 + Penalty 3079.652394 = -1473431.188122
  nChanged 215
		SP:Iteration 15Q (32438.050000 sec): 3 clusters
  Score: Raw -1476573.843472 + Penalty 3079.652394 = -1473494.191078
  nChanged 200
		SP:Iteration 16Q (32438.330000 sec): 3 clusters
  Score: Raw -1476625.858497 + Penalty 3079.652394 = -1473546.206103
  nChanged 194
		SP:Iteration 17Q (32438.550000 sec): 3 clusters
  Score: Raw -1476677.646380 + Penalty 3079.652394 = -1473597.993986
  nChanged 182
		SP:Iteration 18Q (32438.810000 sec): 3 clusters
  Score: Raw -1476727.302204 + Penalty 3079.652394 = -1473647.649810
  nChanged 192
		SP:Iteration 19Q (32439.050000 sec): 3 clusters
  Score: Raw -1476787.563952 + Penalty 3079.652394 = -1473707.911558
  nChanged 217
		SP:Iteration 20F (32439.300000 sec): 3 clusters
  Score: Raw -1476860.053895 + Penalty 3079.652394 = -1473780.401501
  nChanged 234
		SP:Iteration 21Q (32439.560000 sec): 3 clusters
  Score: Raw -1476945.968664 + Penalty 3079.652394 = -1473866.316270
  nChanged 258
		SP:Iteration 22Q (32439.810000 sec): 3 clusters
  Score: Raw -1477043.861612 + Penalty 3079.652394 = -1473964.209218
  nChanged 236
		SP:Iteration 23Q (32440.100000 sec): 3 clusters
  Score: Raw -1477137.898105 + Penalty 3079.652394 = -1474058.245711
  nChanged 251
		SP:Iteration 24Q (32440.360000 sec): 3 clusters
  Score: Raw -1477243.522639 + Penalty 3079.652394 = -1474163.870246
  nChanged 250
		SP:Iteration 25Q (32440.620000 sec): 3 clusters
  Score: Raw -1477353.782592 + Penalty 3079.652394 = -1474274.130199
  nChanged 254
		SP:Iteration 26Q (32440.870000 sec): 3 clusters
  Score: Raw -1477469.585946 + Penalty 3079.652394 = -1474389.933552
  nChanged 240
		SP:Iteration 27Q (32441.140000 sec): 3 clusters
  Score: Raw -1477581.277927 + Penalty 3079.652394 = -1474501.625533
  nChanged 216
		SP:Iteration 28Q (32441.360000 sec): 3 clusters
  Score: Raw -1477692.354364 + Penalty 3079.652394 = -1474612.701970
  nChanged 182
		SP:Iteration 29Q (32441.610000 sec): 3 clusters
  Score: Raw -1477799.074801 + Penalty 3079.652394 = -1474719.422407
  nChanged 160
		SP:Iteration 30Q (32441.820000 sec): 3 clusters
  Score: Raw -1477885.203666 + Penalty 3079.652394 = -1474805.551272
  nChanged 160
		SP:Iteration 31Q (32442.100000 sec): 3 clusters
  Score: Raw -1477972.435690 + Penalty 3079.652394 = -1474892.783296
  nChanged 134
		SP:Iteration 32Q (32442.340000 sec): 3 clusters
  Score: Raw -1478060.218668 + Penalty 3079.652394 = -1474980.566274
  nChanged 125
		SP:Iteration 33Q (32442.560000 sec): 3 clusters
  Score: Raw -1478133.293476 + Penalty 3079.652394 = -1475053.641082
  nChanged 121
		SP:Iteration 34Q (32442.830000 sec): 3 clusters
  Score: Raw -1478208.608275 + Penalty 3079.652394 = -1475128.955881
  nChanged 88
		SP:Iteration 35Q (32443.050000 sec): 3 clusters
  Score: Raw -1478266.247995 + Penalty 3079.652394 = -1475186.595601
  nChanged 68
		SP:Iteration 36Q (32443.310000 sec): 3 clusters
  Score: Raw -1478306.523431 + Penalty 3079.652394 = -1475226.871037
  nChanged 75
		SP:Iteration 37Q (32443.560000 sec): 3 clusters
  Score: Raw -1478353.513713 + Penalty 3079.652394 = -1475273.861319
  nChanged 62
		SP:Iteration 38Q (32443.800000 sec): 3 clusters
  Score: Raw -1478396.141032 + Penalty 3079.652394 = -1475316.488638
  nChanged 45
		SP:Iteration 39Q (32444.060000 sec): 3 clusters
  Score: Raw -1478419.602757 + Penalty 3079.652394 = -1475339.950363
  nChanged 25
		SP:Iteration 40F (32444.370000 sec): 3 clusters
  Score: Raw -1478438.531621 + Penalty 3079.652394 = -1475358.879227
  nChanged 35
		SP:Iteration 41Q (32444.580000 sec): 3 clusters
  Score: Raw -1478458.668203 + Penalty 3079.652394 = -1475379.015809
  nChanged 31
		SP:Iteration 42Q (32444.840000 sec): 3 clusters
  Score: Raw -1478473.228797 + Penalty 3079.652394 = -1475393.576403
  nChanged 29
		SP:Iteration 43Q (32445.100000 sec): 3 clusters
  Score: Raw -1478492.675862 + Penalty 3079.652394 = -1475413.023468
  nChanged 29
		SP:Iteration 44Q (32445.290000 sec): 3 clusters
  Score: Raw -1478508.083064 + Penalty 3079.652394 = -1475428.430670
  nChanged 18
		SP:Iteration 45Q (32445.580000 sec): 3 clusters
  Score: Raw -1478516.917269 + Penalty 3079.652394 = -1475437.264875
  nChanged 17
		SP:Iteration 46Q (32445.820000 sec): 3 clusters
  Score: Raw -1478524.677110 + Penalty 3079.652394 = -1475445.024716
  nChanged 11
		SP:Iteration 47Q (32446.130000 sec): 3 clusters
  Score: Raw -1478528.689166 + Penalty 3079.652394 = -1475449.036772
  nChanged 5
		SP:Iteration 48Q (32446.360000 sec): 3 clusters
  Score: Raw -1478530.850324 + Penalty 3079.652394 = -1475451.197930
  nChanged 7
		SP:Iteration 49Q (32446.620000 sec): 3 clusters
  Score: Raw -1478533.807857 + Penalty 3079.652394 = -1475454.155463
  nChanged 11
		SP:Iteration 50Q (32446.860000 sec): 3 clusters
  Score: Raw -1478539.149567 + Penalty 3079.652394 = -1475459.497173
  nChanged 10
		SP:Iteration 51Q (32447.130000 sec): 3 clusters
  Score: Raw -1478543.448800 + Penalty 3079.652394 = -1475463.796407
  nChanged 8
		SP:Iteration 52Q (32447.360000 sec): 3 clusters
  Score: Raw -1478547.744470 + Penalty 3079.652394 = -1475468.092076
  nChanged 9
		SP:Iteration 53Q (32447.600000 sec): 3 clusters
  Score: Raw -1478553.153692 + Penalty 3079.652394 = -1475473.501298
  nChanged 8
		SP:Iteration 54Q (32447.800000 sec): 3 clusters
  Score: Raw -1478556.109875 + Penalty 3079.652394 = -1475476.457481
  nChanged 5
		SP:Iteration 55Q (32448.040000 sec): 3 clusters
  Score: Raw -1478557.879700 + Penalty 3079.652394 = -1475478.227306
  nChanged 1
		SP:Iteration 56Q (32448.280000 sec): 3 clusters
  Score: Raw -1478558.183302 + Penalty 3079.652394 = -1475478.530908
  nChanged 1
		SP:Iteration 57Q (32448.530000 sec): 3 clusters
  Score: Raw -1478558.692023 + Penalty 3079.652394 = -1475479.039630
  nChanged 0
		SP:Iteration 58F (32448.770000 sec): 3 clusters
  Score: Raw -1478558.692023 + Penalty 3079.652394 = -1475479.039630
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32448.900000 sec): 2 clusters
  Score: Raw -14668.911909 + Penalty 814.228235 = -13854.683674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32449.130000 sec): 3 clusters
  Score: Raw -14849.945833 + Penalty 1628.456471 = -13221.489362
  nChanged 26
		SP:Iteration 1F (32449.340000 sec): 3 clusters
  Score: Raw -14973.605946 + Penalty 1628.456471 = -13345.149476
  nChanged 11
		SP:Iteration 2F (32449.600000 sec): 3 clusters
  Score: Raw -15039.225121 + Penalty 1628.456471 = -13410.768650
  nChanged 1
		SP:Iteration 3Q (32449.810000 sec): 3 clusters
  Score: Raw -15044.963767 + Penalty 1628.456471 = -13416.507296
  nChanged 0
		SP:Iteration 4F (32450.000000 sec): 3 clusters
  Score: Raw -15044.963767 + Penalty 1628.456471 = -13416.507296
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 26 (92841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32450.540000 sec): 2 clusters
  Score: Raw -10937281.391382 + Penalty 1858.779590 = -10935422.611792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32451.190000 sec): 3 clusters
  Score: Raw -10877336.167105 + Penalty 3717.559180 = -10873618.607925
  nChanged 44159
		SP:Iteration 1F (32451.830000 sec): 3 clusters
  Score: Raw -10903594.568684 + Penalty 3717.559180 = -10899877.009504
  nChanged 3889
		SP:Iteration 2Q (32452.510000 sec): 3 clusters
  Score: Raw -10905097.041218 + Penalty 3717.559180 = -10901379.482037
  nChanged 4407
		SP:Iteration 3Q (32453.210000 sec): 3 clusters
  Score: Raw -10907083.272978 + Penalty 3717.559180 = -10903365.713798
  nChanged 4848
		SP:Iteration 4F (32453.840000 sec): 3 clusters
  Score: Raw -10909743.921234 + Penalty 3717.559180 = -10906026.362054
  nChanged 5246
		SP:Iteration 5F (32454.570000 sec): 3 clusters
  Score: Raw -10913098.631101 + Penalty 3717.559180 = -10909381.071921
  nChanged 5411
		SP:Iteration 6F (32455.330000 sec): 3 clusters
  Score: Raw -10917011.595378 + Penalty 3717.559180 = -10913294.036197
  nChanged 5488
		SP:Iteration 7F (32456.040000 sec): 3 clusters
  Score: Raw -10921195.391220 + Penalty 3717.559180 = -10917477.832040
  nChanged 5252
		SP:Iteration 8F (32456.720000 sec): 3 clusters
  Score: Raw -10925116.079185 + Penalty 3717.559180 = -10921398.520005
  nChanged 4727
		SP:Iteration 9F (32457.380000 sec): 3 clusters
  Score: Raw -10928427.556380 + Penalty 3717.559180 = -10924709.997199
  nChanged 4101
		SP:Iteration 10Q (32458.070000 sec): 3 clusters
  Score: Raw -10931183.134078 + Penalty 3717.559180 = -10927465.574898
  nChanged 3371
		SP:Iteration 11Q (32458.660000 sec): 3 clusters
  Score: Raw -10933239.585614 + Penalty 3717.559180 = -10929522.026434
  nChanged 2670
		SP:Iteration 12Q (32459.310000 sec): 3 clusters
  Score: Raw -10934682.103505 + Penalty 3717.559180 = -10930964.544325
  nChanged 2007
		SP:Iteration 13Q (32459.910000 sec): 3 clusters
  Score: Raw -10935620.520849 + Penalty 3717.559180 = -10931902.961668
  nChanged 1476
		SP:Iteration 14Q (32460.460000 sec): 3 clusters
  Score: Raw -10936232.686282 + Penalty 3717.559180 = -10932515.127102
  nChanged 1109
		SP:Iteration 15Q (32461.030000 sec): 3 clusters
  Score: Raw -10936649.804878 + Penalty 3717.559180 = -10932932.245698
  nChanged 832
		SP:Iteration 16Q (32461.570000 sec): 3 clusters
  Score: Raw -10936945.679491 + Penalty 3717.559180 = -10933228.120311
  nChanged 626
		SP:Iteration 17Q (32462.070000 sec): 3 clusters
  Score: Raw -10937153.850396 + Penalty 3717.559180 = -10933436.291216
  nChanged 482
		SP:Iteration 18Q (32462.600000 sec): 3 clusters
  Score: Raw -10937306.648268 + Penalty 3717.559180 = -10933589.089088
  nChanged 367
		SP:Iteration 19Q (32463.210000 sec): 3 clusters
  Score: Raw -10937420.417732 + Penalty 3717.559180 = -10933702.858552
  nChanged 281
		SP:Iteration 20F (32463.850000 sec): 3 clusters
  Score: Raw -10937495.734201 + Penalty 3717.559180 = -10933778.175020
  nChanged 207
		SP:Iteration 21Q (32464.430000 sec): 3 clusters
  Score: Raw -10937552.693193 + Penalty 3717.559180 = -10933835.134013
  nChanged 184
		SP:Iteration 22Q (32464.950000 sec): 3 clusters
  Score: Raw -10937599.391567 + Penalty 3717.559180 = -10933881.832386
  nChanged 152
		SP:Iteration 23Q (32465.420000 sec): 3 clusters
  Score: Raw -10937637.732484 + Penalty 3717.559180 = -10933920.173304
  nChanged 129
		SP:Iteration 24Q (32465.960000 sec): 3 clusters
  Score: Raw -10937672.287580 + Penalty 3717.559180 = -10933954.728400
  nChanged 114
		SP:Iteration 25Q (32466.500000 sec): 3 clusters
  Score: Raw -10937700.498921 + Penalty 3717.559180 = -10933982.939741
  nChanged 95
		SP:Iteration 26Q (32467.010000 sec): 3 clusters
  Score: Raw -10937725.808199 + Penalty 3717.559180 = -10934008.249018
  nChanged 96
		SP:Iteration 27Q (32467.510000 sec): 3 clusters
  Score: Raw -10937749.973727 + Penalty 3717.559180 = -10934032.414546
  nChanged 72
		SP:Iteration 28Q (32468.030000 sec): 3 clusters
  Score: Raw -10937768.545638 + Penalty 3717.559180 = -10934050.986457
  nChanged 83
		SP:Iteration 29Q (32468.580000 sec): 3 clusters
  Score: Raw -10937788.669981 + Penalty 3717.559180 = -10934071.110801
  nChanged 62
		SP:Iteration 30Q (32469.170000 sec): 3 clusters
  Score: Raw -10937802.274912 + Penalty 3717.559180 = -10934084.715732
  nChanged 44
		SP:Iteration 31Q (32469.740000 sec): 3 clusters
  Score: Raw -10937811.089073 + Penalty 3717.559180 = -10934093.529893
  nChanged 47
		SP:Iteration 32Q (32470.310000 sec): 3 clusters
  Score: Raw -10937820.332469 + Penalty 3717.559180 = -10934102.773288
  nChanged 34
		SP:Iteration 33Q (32470.940000 sec): 3 clusters
  Score: Raw -10937826.331591 + Penalty 3717.559180 = -10934108.772410
  nChanged 21
		SP:Iteration 34Q (32471.500000 sec): 3 clusters
  Score: Raw -10937830.517013 + Penalty 3717.559180 = -10934112.957833
  nChanged 32
		SP:Iteration 35Q (32472.080000 sec): 3 clusters
  Score: Raw -10937837.400604 + Penalty 3717.559180 = -10934119.841424
  nChanged 36
		SP:Iteration 36Q (32472.640000 sec): 3 clusters
  Score: Raw -10937845.394045 + Penalty 3717.559180 = -10934127.834865
  nChanged 38
		SP:Iteration 37Q (32473.130000 sec): 3 clusters
  Score: Raw -10937853.136197 + Penalty 3717.559180 = -10934135.577016
  nChanged 26
		SP:Iteration 38Q (32473.620000 sec): 3 clusters
  Score: Raw -10937857.619750 + Penalty 3717.559180 = -10934140.060569
  nChanged 18
		SP:Iteration 39Q (32474.140000 sec): 3 clusters
  Score: Raw -10937860.765160 + Penalty 3717.559180 = -10934143.205979
  nChanged 19
		SP:Iteration 40F (32474.680000 sec): 3 clusters
  Score: Raw -10937863.895594 + Penalty 3717.559180 = -10934146.336414
  nChanged 22
		SP:Iteration 41Q (32475.250000 sec): 3 clusters
  Score: Raw -10937868.122425 + Penalty 3717.559180 = -10934150.563245
  nChanged 21
		SP:Iteration 42Q (32475.820000 sec): 3 clusters
  Score: Raw -10937871.968733 + Penalty 3717.559180 = -10934154.409552
  nChanged 19
		SP:Iteration 43Q (32476.430000 sec): 3 clusters
  Score: Raw -10937876.135208 + Penalty 3717.559180 = -10934158.576028
  nChanged 23
		SP:Iteration 44Q (32476.960000 sec): 3 clusters
  Score: Raw -10937881.078628 + Penalty 3717.559180 = -10934163.519447
  nChanged 16
		SP:Iteration 45Q (32477.460000 sec): 3 clusters
  Score: Raw -10937884.549943 + Penalty 3717.559180 = -10934166.990762
  nChanged 14
		SP:Iteration 46Q (32478.010000 sec): 3 clusters
  Score: Raw -10937886.687800 + Penalty 3717.559180 = -10934169.128620
  nChanged 9
		SP:Iteration 47Q (32478.660000 sec): 3 clusters
  Score: Raw -10937888.713776 + Penalty 3717.559180 = -10934171.154596
  nChanged 9
		SP:Iteration 48Q (32479.220000 sec): 3 clusters
  Score: Raw -10937890.682232 + Penalty 3717.559180 = -10934173.123052
  nChanged 8
		SP:Iteration 49Q (32479.870000 sec): 3 clusters
  Score: Raw -10937891.640909 + Penalty 3717.559180 = -10934174.081729
  nChanged 2
		SP:Iteration 50Q (32480.500000 sec): 3 clusters
  Score: Raw -10937891.888577 + Penalty 3717.559180 = -10934174.329397
  nChanged 1
		SP:Iteration 51Q (32481.190000 sec): 3 clusters
  Score: Raw -10937892.047994 + Penalty 3717.559180 = -10934174.488813
  nChanged 2
		SP:Iteration 52Q (32481.780000 sec): 3 clusters
  Score: Raw -10937892.511909 + Penalty 3717.559180 = -10934174.952729
  nChanged 4
		SP:Iteration 53Q (32482.400000 sec): 3 clusters
  Score: Raw -10937893.318557 + Penalty 3717.559180 = -10934175.759377
  nChanged 4
		SP:Iteration 54Q (32483.090000 sec): 3 clusters
  Score: Raw -10937894.068075 + Penalty 3717.559180 = -10934176.508895
  nChanged 5
		SP:Iteration 55Q (32483.780000 sec): 3 clusters
  Score: Raw -10937894.709282 + Penalty 3717.559180 = -10934177.150102
  nChanged 3
		SP:Iteration 56Q (32484.420000 sec): 3 clusters
  Score: Raw -10937895.095082 + Penalty 3717.559180 = -10934177.535902
  nChanged 1
		SP:Iteration 57Q (32485.040000 sec): 3 clusters
  Score: Raw -10937895.247646 + Penalty 3717.559180 = -10934177.688466
  nChanged 0
		SP:Iteration 58F (32485.720000 sec): 3 clusters
  Score: Raw -10937895.247646 + Penalty 3717.559180 = -10934177.688466
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (11947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32485.880000 sec): 2 clusters
  Score: Raw -1334550.059683 + Penalty 1525.588265 = -1333024.471417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32486.210000 sec): 3 clusters
  Score: Raw -1327660.115769 + Penalty 3051.176531 = -1324608.939238
  nChanged 5215
		SP:Iteration 1F (32486.460000 sec): 3 clusters
  Score: Raw -1330458.772637 + Penalty 3051.176531 = -1327407.596106
  nChanged 696
		SP:Iteration 2F (32486.690000 sec): 3 clusters
  Score: Raw -1330740.638510 + Penalty 3051.176531 = -1327689.461979
  nChanged 582
		SP:Iteration 3Q (32486.900000 sec): 3 clusters
  Score: Raw -1330979.369483 + Penalty 3051.176531 = -1327928.192952
  nChanged 556
		SP:Iteration 4Q (32487.210000 sec): 3 clusters
  Score: Raw -1331243.222501 + Penalty 3051.176531 = -1328192.045971
  nChanged 539
		SP:Iteration 5Q (32487.500000 sec): 3 clusters
  Score: Raw -1331537.292536 + Penalty 3051.176531 = -1328486.116005
  nChanged 566
		SP:Iteration 6Q (32487.740000 sec): 3 clusters
  Score: Raw -1331882.647076 + Penalty 3051.176531 = -1328831.470545
  nChanged 608
		SP:Iteration 7F (32487.970000 sec): 3 clusters
  Score: Raw -1332316.695897 + Penalty 3051.176531 = -1329265.519366
  nChanged 660
		SP:Iteration 8F (32488.180000 sec): 3 clusters
  Score: Raw -1332791.826366 + Penalty 3051.176531 = -1329740.649835
  nChanged 607
		SP:Iteration 9F (32488.400000 sec): 3 clusters
  Score: Raw -1333194.871080 + Penalty 3051.176531 = -1330143.694549
  nChanged 536
		SP:Iteration 10Q (32488.630000 sec): 3 clusters
  Score: Raw -1333503.328907 + Penalty 3051.176531 = -1330452.152376
  nChanged 416
		SP:Iteration 11Q (32488.860000 sec): 3 clusters
  Score: Raw -1333713.123210 + Penalty 3051.176531 = -1330661.946679
  nChanged 339
		SP:Iteration 12Q (32489.100000 sec): 3 clusters
  Score: Raw -1333856.966991 + Penalty 3051.176531 = -1330805.790460
  nChanged 228
		SP:Iteration 13Q (32489.370000 sec): 3 clusters
  Score: Raw -1333932.737307 + Penalty 3051.176531 = -1330881.560776
  nChanged 180
		SP:Iteration 14Q (32489.590000 sec): 3 clusters
  Score: Raw -1333991.897025 + Penalty 3051.176531 = -1330940.720494
  nChanged 152
		SP:Iteration 15Q (32489.750000 sec): 3 clusters
  Score: Raw -1334030.340106 + Penalty 3051.176531 = -1330979.163575
  nChanged 120
		SP:Iteration 16Q (32489.950000 sec): 3 clusters
  Score: Raw -1334055.083727 + Penalty 3051.176531 = -1331003.907196
  nChanged 102
		SP:Iteration 17Q (32490.220000 sec): 3 clusters
  Score: Raw -1334075.281105 + Penalty 3051.176531 = -1331024.104574
  nChanged 78
		SP:Iteration 18Q (32490.410000 sec): 3 clusters
  Score: Raw -1334088.048452 + Penalty 3051.176531 = -1331036.871921
  nChanged 66
		SP:Iteration 19Q (32490.680000 sec): 3 clusters
  Score: Raw -1334097.954963 + Penalty 3051.176531 = -1331046.778432
  nChanged 61
		SP:Iteration 20F (32490.910000 sec): 3 clusters
  Score: Raw -1334109.056132 + Penalty 3051.176531 = -1331057.879601
  nChanged 70
		SP:Iteration 21Q (32491.130000 sec): 3 clusters
  Score: Raw -1334119.284497 + Penalty 3051.176531 = -1331068.107966
  nChanged 50
		SP:Iteration 22Q (32491.380000 sec): 3 clusters
  Score: Raw -1334127.351732 + Penalty 3051.176531 = -1331076.175201
  nChanged 45
		SP:Iteration 23Q (32491.640000 sec): 3 clusters
  Score: Raw -1334133.756308 + Penalty 3051.176531 = -1331082.579777
  nChanged 36
		SP:Iteration 24Q (32491.910000 sec): 3 clusters
  Score: Raw -1334138.389014 + Penalty 3051.176531 = -1331087.212483
  nChanged 35
		SP:Iteration 25Q (32492.140000 sec): 3 clusters
  Score: Raw -1334143.627357 + Penalty 3051.176531 = -1331092.450826
  nChanged 34
		SP:Iteration 26Q (32492.370000 sec): 3 clusters
  Score: Raw -1334147.801376 + Penalty 3051.176531 = -1331096.624845
  nChanged 29
		SP:Iteration 27Q (32492.640000 sec): 3 clusters
  Score: Raw -1334152.026465 + Penalty 3051.176531 = -1331100.849934
  nChanged 29
		SP:Iteration 28Q (32492.920000 sec): 3 clusters
  Score: Raw -1334155.770861 + Penalty 3051.176531 = -1331104.594331
  nChanged 33
		SP:Iteration 29Q (32493.200000 sec): 3 clusters
  Score: Raw -1334161.233305 + Penalty 3051.176531 = -1331110.056774
  nChanged 42
		SP:Iteration 30Q (32493.450000 sec): 3 clusters
  Score: Raw -1334167.422781 + Penalty 3051.176531 = -1331116.246250
  nChanged 31
		SP:Iteration 31Q (32493.770000 sec): 3 clusters
  Score: Raw -1334172.369612 + Penalty 3051.176531 = -1331121.193081
  nChanged 26
		SP:Iteration 32Q (32493.980000 sec): 3 clusters
  Score: Raw -1334176.213855 + Penalty 3051.176531 = -1331125.037324
  nChanged 25
		SP:Iteration 33Q (32494.240000 sec): 3 clusters
  Score: Raw -1334179.991303 + Penalty 3051.176531 = -1331128.814772
  nChanged 25
		SP:Iteration 34Q (32494.490000 sec): 3 clusters
  Score: Raw -1334183.538417 + Penalty 3051.176531 = -1331132.361886
  nChanged 15
		SP:Iteration 35Q (32494.740000 sec): 3 clusters
  Score: Raw -1334185.574578 + Penalty 3051.176531 = -1331134.398047
  nChanged 17
		SP:Iteration 36Q (32494.960000 sec): 3 clusters
  Score: Raw -1334187.860262 + Penalty 3051.176531 = -1331136.683731
  nChanged 20
		SP:Iteration 37Q (32495.190000 sec): 3 clusters
  Score: Raw -1334191.050799 + Penalty 3051.176531 = -1331139.874268
  nChanged 24
		SP:Iteration 38Q (32495.420000 sec): 3 clusters
  Score: Raw -1334194.215818 + Penalty 3051.176531 = -1331143.039287
  nChanged 25
		SP:Iteration 39Q (32495.630000 sec): 3 clusters
  Score: Raw -1334197.567523 + Penalty 3051.176531 = -1331146.390992
  nChanged 29
		SP:Iteration 40F (32495.890000 sec): 3 clusters
  Score: Raw -1334201.922211 + Penalty 3051.176531 = -1331150.745680
  nChanged 36
		SP:Iteration 41Q (32496.140000 sec): 3 clusters
  Score: Raw -1334207.192077 + Penalty 3051.176531 = -1331156.015546
  nChanged 35
		SP:Iteration 42Q (32496.350000 sec): 3 clusters
  Score: Raw -1334212.481623 + Penalty 3051.176531 = -1331161.305092
  nChanged 34
		SP:Iteration 43Q (32496.600000 sec): 3 clusters
  Score: Raw -1334218.562108 + Penalty 3051.176531 = -1331167.385577
  nChanged 31
		SP:Iteration 44Q (32496.860000 sec): 3 clusters
  Score: Raw -1334223.522502 + Penalty 3051.176531 = -1331172.345971
  nChanged 39
		SP:Iteration 45Q (32497.110000 sec): 3 clusters
  Score: Raw -1334228.413714 + Penalty 3051.176531 = -1331177.237183
  nChanged 34
		SP:Iteration 46Q (32497.340000 sec): 3 clusters
  Score: Raw -1334232.373192 + Penalty 3051.176531 = -1331181.196661
  nChanged 30
		SP:Iteration 47Q (32497.630000 sec): 3 clusters
  Score: Raw -1334237.319644 + Penalty 3051.176531 = -1331186.143113
  nChanged 38
		SP:Iteration 48Q (32497.920000 sec): 3 clusters
  Score: Raw -1334243.411296 + Penalty 3051.176531 = -1331192.234765
  nChanged 44
		SP:Iteration 49Q (32498.200000 sec): 3 clusters
  Score: Raw -1334251.186617 + Penalty 3051.176531 = -1331200.010086
  nChanged 45
		SP:Iteration 50Q (32498.530000 sec): 3 clusters
  Score: Raw -1334258.845710 + Penalty 3051.176531 = -1331207.669179
  nChanged 44
		SP:Iteration 51Q (32498.810000 sec): 3 clusters
  Score: Raw -1334265.313687 + Penalty 3051.176531 = -1331214.137156
  nChanged 32
		SP:Iteration 52Q (32499.030000 sec): 3 clusters
  Score: Raw -1334270.695516 + Penalty 3051.176531 = -1331219.518985
  nChanged 29
		SP:Iteration 53Q (32499.310000 sec): 3 clusters
  Score: Raw -1334274.728057 + Penalty 3051.176531 = -1331223.551526
  nChanged 35
		SP:Iteration 54Q (32499.550000 sec): 3 clusters
  Score: Raw -1334279.380140 + Penalty 3051.176531 = -1331228.203609
  nChanged 27
		SP:Iteration 55Q (32499.780000 sec): 3 clusters
  Score: Raw -1334282.733484 + Penalty 3051.176531 = -1331231.556953
  nChanged 28
		SP:Iteration 56Q (32500.030000 sec): 3 clusters
  Score: Raw -1334286.422473 + Penalty 3051.176531 = -1331235.245942
  nChanged 30
		SP:Iteration 57Q (32500.290000 sec): 3 clusters
  Score: Raw -1334290.821267 + Penalty 3051.176531 = -1331239.644736
  nChanged 28
		SP:Iteration 58Q (32500.530000 sec): 3 clusters
  Score: Raw -1334294.572108 + Penalty 3051.176531 = -1331243.395577
  nChanged 27
		SP:Iteration 59Q (32500.810000 sec): 3 clusters
  Score: Raw -1334298.355065 + Penalty 3051.176531 = -1331247.178534
  nChanged 25
		SP:Iteration 60F (32501.050000 sec): 3 clusters
  Score: Raw -1334301.171872 + Penalty 3051.176531 = -1331249.995341
  nChanged 20
		SP:Iteration 61Q (32501.350000 sec): 3 clusters
  Score: Raw -1334304.102969 + Penalty 3051.176531 = -1331252.926438
  nChanged 21
		SP:Iteration 62Q (32501.620000 sec): 3 clusters
  Score: Raw -1334306.746022 + Penalty 3051.176531 = -1331255.569491
  nChanged 25
		SP:Iteration 63Q (32501.870000 sec): 3 clusters
  Score: Raw -1334309.886546 + Penalty 3051.176531 = -1331258.710015
  nChanged 28
		SP:Iteration 64Q (32502.160000 sec): 3 clusters
  Score: Raw -1334314.120935 + Penalty 3051.176531 = -1331262.944404
  nChanged 23
		SP:Iteration 65Q (32502.400000 sec): 3 clusters
  Score: Raw -1334318.048736 + Penalty 3051.176531 = -1331266.872205
  nChanged 28
		SP:Iteration 66Q (32502.630000 sec): 3 clusters
  Score: Raw -1334322.692518 + Penalty 3051.176531 = -1331271.515987
  nChanged 31
		SP:Iteration 67Q (32502.900000 sec): 3 clusters
  Score: Raw -1334329.579381 + Penalty 3051.176531 = -1331278.402850
  nChanged 36
		SP:Iteration 68Q (32503.140000 sec): 3 clusters
  Score: Raw -1334336.649298 + Penalty 3051.176531 = -1331285.472767
  nChanged 39
		SP:Iteration 69Q (32503.410000 sec): 3 clusters
  Score: Raw -1334344.016514 + Penalty 3051.176531 = -1331292.839983
  nChanged 39
		SP:Iteration 70Q (32503.650000 sec): 3 clusters
  Score: Raw -1334350.832357 + Penalty 3051.176531 = -1331299.655826
  nChanged 37
		SP:Iteration 71Q (32503.900000 sec): 3 clusters
  Score: Raw -1334358.260243 + Penalty 3051.176531 = -1331307.083712
  nChanged 43
		SP:Iteration 72Q (32504.150000 sec): 3 clusters
  Score: Raw -1334366.003000 + Penalty 3051.176531 = -1331314.826469
  nChanged 43
		SP:Iteration 73Q (32504.430000 sec): 3 clusters
  Score: Raw -1334375.473811 + Penalty 3051.176531 = -1331324.297280
  nChanged 39
		SP:Iteration 74Q (32504.660000 sec): 3 clusters
  Score: Raw -1334385.173845 + Penalty 3051.176531 = -1331333.997314
  nChanged 42
		SP:Iteration 75Q (32504.900000 sec): 3 clusters
  Score: Raw -1334392.605594 + Penalty 3051.176531 = -1331341.429063
  nChanged 35
		SP:Iteration 76Q (32505.150000 sec): 3 clusters
  Score: Raw -1334397.843014 + Penalty 3051.176531 = -1331346.666483
  nChanged 24
		SP:Iteration 77Q (32505.370000 sec): 3 clusters
  Score: Raw -1334402.656276 + Penalty 3051.176531 = -1331351.479745
  nChanged 29
		SP:Iteration 78Q (32505.600000 sec): 3 clusters
  Score: Raw -1334408.593173 + Penalty 3051.176531 = -1331357.416643
  nChanged 27
		SP:Iteration 79Q (32505.860000 sec): 3 clusters
  Score: Raw -1334412.317594 + Penalty 3051.176531 = -1331361.141063
  nChanged 23
		SP:Iteration 80F (32506.070000 sec): 3 clusters
  Score: Raw -1334416.535441 + Penalty 3051.176531 = -1331365.358910
  nChanged 25
		SP:Iteration 81Q (32506.380000 sec): 3 clusters
  Score: Raw -1334420.763532 + Penalty 3051.176531 = -1331369.587001
  nChanged 22
		SP:Iteration 82Q (32506.600000 sec): 3 clusters
  Score: Raw -1334424.821274 + Penalty 3051.176531 = -1331373.644743
  nChanged 22
		SP:Iteration 83Q (32506.860000 sec): 3 clusters
  Score: Raw -1334429.176651 + Penalty 3051.176531 = -1331378.000120
  nChanged 25
		SP:Iteration 84Q (32507.120000 sec): 3 clusters
  Score: Raw -1334434.213157 + Penalty 3051.176531 = -1331383.036626
  nChanged 30
		SP:Iteration 85Q (32507.340000 sec): 3 clusters
  Score: Raw -1334440.317152 + Penalty 3051.176531 = -1331389.140621
  nChanged 32
		SP:Iteration 86Q (32507.620000 sec): 3 clusters
  Score: Raw -1334447.268953 + Penalty 3051.176531 = -1331396.092423
  nChanged 34
		SP:Iteration 87Q (32507.880000 sec): 3 clusters
  Score: Raw -1334454.486400 + Penalty 3051.176531 = -1331403.309869
  nChanged 30
		SP:Iteration 88Q (32508.140000 sec): 3 clusters
  Score: Raw -1334460.220187 + Penalty 3051.176531 = -1331409.043656
  nChanged 29
		SP:Iteration 89Q (32508.380000 sec): 3 clusters
  Score: Raw -1334464.050727 + Penalty 3051.176531 = -1331412.874196
  nChanged 24
		SP:Iteration 90Q (32508.600000 sec): 3 clusters
  Score: Raw -1334469.686735 + Penalty 3051.176531 = -1331418.510204
  nChanged 30
		SP:Iteration 91Q (32508.850000 sec): 3 clusters
  Score: Raw -1334476.451527 + Penalty 3051.176531 = -1331425.274996
  nChanged 31
		SP:Iteration 92Q (32509.060000 sec): 3 clusters
  Score: Raw -1334481.996834 + Penalty 3051.176531 = -1331430.820303
  nChanged 22
		SP:Iteration 93Q (32509.320000 sec): 3 clusters
  Score: Raw -1334485.615361 + Penalty 3051.176531 = -1331434.438830
  nChanged 24
		SP:Iteration 94Q (32509.590000 sec): 3 clusters
  Score: Raw -1334490.095282 + Penalty 3051.176531 = -1331438.918751
  nChanged 25
		SP:Iteration 95Q (32509.850000 sec): 3 clusters
  Score: Raw -1334493.555547 + Penalty 3051.176531 = -1331442.379016
  nChanged 16
		SP:Iteration 96Q (32510.050000 sec): 3 clusters
  Score: Raw -1334495.807099 + Penalty 3051.176531 = -1331444.630568
  nChanged 19
		SP:Iteration 97Q (32510.280000 sec): 3 clusters
  Score: Raw -1334499.406069 + Penalty 3051.176531 = -1331448.229538
  nChanged 17
		SP:Iteration 98Q (32510.570000 sec): 3 clusters
  Score: Raw -1334502.219218 + Penalty 3051.176531 = -1331451.042687
  nChanged 19
		SP:Iteration 99Q (32510.810000 sec): 3 clusters
  Score: Raw -1334505.380288 + Penalty 3051.176531 = -1331454.203757
  nChanged 16
		SP:Iteration 100F (32511.030000 sec): 3 clusters
  Score: Raw -1334508.165073 + Penalty 3051.176531 = -1331456.988542
  nChanged 18
		SP:Iteration 101Q (32511.260000 sec): 3 clusters
  Score: Raw -1334511.121773 + Penalty 3051.176531 = -1331459.945243
  nChanged 16
		SP:Iteration 102Q (32511.510000 sec): 3 clusters
  Score: Raw -1334513.148519 + Penalty 3051.176531 = -1331461.971988
  nChanged 16
		SP:Iteration 103Q (32511.780000 sec): 3 clusters
  Score: Raw -1334516.392396 + Penalty 3051.176531 = -1331465.215865
  nChanged 18
		SP:Iteration 104Q (32512.000000 sec): 3 clusters
  Score: Raw -1334520.010289 + Penalty 3051.176531 = -1331468.833758
  nChanged 20
		SP:Iteration 105Q (32512.280000 sec): 3 clusters
  Score: Raw -1334524.304870 + Penalty 3051.176531 = -1331473.128339
  nChanged 20
		SP:Iteration 106Q (32512.480000 sec): 3 clusters
  Score: Raw -1334527.363480 + Penalty 3051.176531 = -1331476.186949
  nChanged 16
		SP:Iteration 107Q (32512.720000 sec): 3 clusters
  Score: Raw -1334530.838206 + Penalty 3051.176531 = -1331479.661675
  nChanged 25
		SP:Iteration 108Q (32513.020000 sec): 3 clusters
  Score: Raw -1334534.496698 + Penalty 3051.176531 = -1331483.320167
  nChanged 21
		SP:Iteration 109Q (32513.220000 sec): 3 clusters
  Score: Raw -1334537.620382 + Penalty 3051.176531 = -1331486.443851
  nChanged 21
		SP:Iteration 110Q (32513.430000 sec): 3 clusters
  Score: Raw -1334541.519782 + Penalty 3051.176531 = -1331490.343251
  nChanged 24
		SP:Iteration 111Q (32513.690000 sec): 3 clusters
  Score: Raw -1334546.505933 + Penalty 3051.176531 = -1331495.329402
  nChanged 19
		SP:Iteration 112Q (32513.890000 sec): 3 clusters
  Score: Raw -1334551.521546 + Penalty 3051.176531 = -1331500.345015
  nChanged 26
		SP:Iteration 113Q (32514.120000 sec): 3 clusters
  Score: Raw -1334558.289647 + Penalty 3051.176531 = -1331507.113116
  nChanged 19
		SP:Iteration 114Q (32514.340000 sec): 3 clusters
  Score: Raw -1334562.263157 + Penalty 3051.176531 = -1331511.086626
  nChanged 21
		SP:Iteration 115Q (32514.580000 sec): 3 clusters
  Score: Raw -1334568.385067 + Penalty 3051.176531 = -1331517.208536
  nChanged 27
		SP:Iteration 116Q (32514.860000 sec): 3 clusters
  Score: Raw -1334574.300725 + Penalty 3051.176531 = -1331523.124194
  nChanged 22
		SP:Iteration 117Q (32515.080000 sec): 3 clusters
  Score: Raw -1334579.756962 + Penalty 3051.176531 = -1331528.580431
  nChanged 18
		SP:Iteration 118Q (32515.360000 sec): 3 clusters
  Score: Raw -1334584.202118 + Penalty 3051.176531 = -1331533.025587
  nChanged 17
		SP:Iteration 119Q (32515.590000 sec): 3 clusters
  Score: Raw -1334587.827883 + Penalty 3051.176531 = -1331536.651352
  nChanged 19
		SP:Iteration 120F (32515.820000 sec): 3 clusters
  Score: Raw -1334592.178439 + Penalty 3051.176531 = -1331541.001908
  nChanged 27
		SP:Iteration 121Q (32516.110000 sec): 3 clusters
  Score: Raw -1334599.623986 + Penalty 3051.176531 = -1331548.447455
  nChanged 33
		SP:Iteration 122Q (32516.400000 sec): 3 clusters
  Score: Raw -1334608.233685 + Penalty 3051.176531 = -1331557.057154
  nChanged 35
		SP:Iteration 123Q (32516.640000 sec): 3 clusters
  Score: Raw -1334617.702367 + Penalty 3051.176531 = -1331566.525836
  nChanged 33
		SP:Iteration 124Q (32516.880000 sec): 3 clusters
  Score: Raw -1334625.213532 + Penalty 3051.176531 = -1331574.037001
  nChanged 22
		SP:Iteration 125Q (32517.200000 sec): 3 clusters
  Score: Raw -1334629.646229 + Penalty 3051.176531 = -1331578.469698
  nChanged 22
		SP:Iteration 126Q (32517.420000 sec): 3 clusters
  Score: Raw -1334634.407378 + Penalty 3051.176531 = -1331583.230848
  nChanged 21
		SP:Iteration 127Q (32517.670000 sec): 3 clusters
  Score: Raw -1334640.625558 + Penalty 3051.176531 = -1331589.449027
  nChanged 28
		SP:Iteration 128Q (32517.920000 sec): 3 clusters
  Score: Raw -1334648.936390 + Penalty 3051.176531 = -1331597.759859
  nChanged 32
		SP:Iteration 129Q (32518.170000 sec): 3 clusters
  Score: Raw -1334657.579008 + Penalty 3051.176531 = -1331606.402477
  nChanged 28
		SP:Iteration 130Q (32518.460000 sec): 3 clusters
  Score: Raw -1334666.563737 + Penalty 3051.176531 = -1331615.387206
  nChanged 38
		SP:Iteration 131Q (32518.700000 sec): 3 clusters
  Score: Raw -1334677.082596 + Penalty 3051.176531 = -1331625.906065
  nChanged 39
		SP:Iteration 132Q (32518.970000 sec): 3 clusters
  Score: Raw -1334689.426536 + Penalty 3051.176531 = -1331638.250005
  nChanged 38
		SP:Iteration 133Q (32519.250000 sec): 3 clusters
  Score: Raw -1334700.547372 + Penalty 3051.176531 = -1331649.370841
  nChanged 34
		SP:Iteration 134Q (32519.500000 sec): 3 clusters
  Score: Raw -1334709.520332 + Penalty 3051.176531 = -1331658.343801
  nChanged 35
		SP:Iteration 135Q (32519.730000 sec): 3 clusters
  Score: Raw -1334719.103942 + Penalty 3051.176531 = -1331667.927411
  nChanged 32
		SP:Iteration 136Q (32519.940000 sec): 3 clusters
  Score: Raw -1334728.728173 + Penalty 3051.176531 = -1331677.551642
  nChanged 31
		SP:Iteration 137Q (32520.220000 sec): 3 clusters
  Score: Raw -1334737.244912 + Penalty 3051.176531 = -1331686.068381
  nChanged 28
		SP:Iteration 138Q (32520.490000 sec): 3 clusters
  Score: Raw -1334744.048995 + Penalty 3051.176531 = -1331692.872464
  nChanged 24
		SP:Iteration 139Q (32520.730000 sec): 3 clusters
  Score: Raw -1334750.187022 + Penalty 3051.176531 = -1331699.010491
  nChanged 26
		SP:Iteration 140F (32521.020000 sec): 3 clusters
  Score: Raw -1334757.111458 + Penalty 3051.176531 = -1331705.934927
  nChanged 26
		SP:Iteration 141Q (32521.290000 sec): 3 clusters
  Score: Raw -1334765.043028 + Penalty 3051.176531 = -1331713.866497
  nChanged 19
		SP:Iteration 142Q (32521.590000 sec): 3 clusters
  Score: Raw -1334769.494197 + Penalty 3051.176531 = -1331718.317666
  nChanged 15
		SP:Iteration 143Q (32521.800000 sec): 3 clusters
  Score: Raw -1334772.322289 + Penalty 3051.176531 = -1331721.145758
  nChanged 11
		SP:Iteration 144Q (32522.060000 sec): 3 clusters
  Score: Raw -1334774.039643 + Penalty 3051.176531 = -1331722.863112
  nChanged 7
		SP:Iteration 145Q (32522.310000 sec): 3 clusters
  Score: Raw -1334775.070854 + Penalty 3051.176531 = -1331723.894323
  nChanged 6
		SP:Iteration 146Q (32522.570000 sec): 3 clusters
  Score: Raw -1334776.112209 + Penalty 3051.176531 = -1331724.935678
  nChanged 7
		SP:Iteration 147Q (32522.830000 sec): 3 clusters
  Score: Raw -1334777.074655 + Penalty 3051.176531 = -1331725.898124
  nChanged 4
		SP:Iteration 148Q (32523.120000 sec): 3 clusters
  Score: Raw -1334777.706756 + Penalty 3051.176531 = -1331726.530225
  nChanged 5
		SP:Iteration 149Q (32523.410000 sec): 3 clusters
  Score: Raw -1334778.695479 + Penalty 3051.176531 = -1331727.518948
  nChanged 8
		SP:Iteration 150Q (32523.680000 sec): 3 clusters
  Score: Raw -1334780.223775 + Penalty 3051.176531 = -1331729.047244
  nChanged 7
		SP:Iteration 151Q (32523.890000 sec): 3 clusters
  Score: Raw -1334781.706478 + Penalty 3051.176531 = -1331730.529947
  nChanged 4
		SP:Iteration 152Q (32524.150000 sec): 3 clusters
  Score: Raw -1334782.282762 + Penalty 3051.176531 = -1331731.106231
  nChanged 3
		SP:Iteration 153Q (32524.460000 sec): 3 clusters
  Score: Raw -1334782.884581 + Penalty 3051.176531 = -1331731.708050
  nChanged 2
		SP:Iteration 154Q (32524.710000 sec): 3 clusters
  Score: Raw -1334783.249132 + Penalty 3051.176531 = -1331732.072601
  nChanged 0
		SP:Iteration 155F (32524.950000 sec): 3 clusters
  Score: Raw -1334783.249132 + Penalty 3051.176531 = -1331732.072601
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (68490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32525.400000 sec): 2 clusters
  Score: Raw -7627749.184852 + Penalty 1809.346992 = -7625939.837860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32525.930000 sec): 3 clusters
  Score: Raw -7583754.525810 + Penalty 3618.693984 = -7580135.831826
  nChanged 32662
		SP:Iteration 1F (32526.470000 sec): 3 clusters
  Score: Raw -7603566.466682 + Penalty 3618.693984 = -7599947.772698
  nChanged 3614
		SP:Iteration 2F (32526.980000 sec): 3 clusters
  Score: Raw -7605383.445065 + Penalty 3618.693984 = -7601764.751081
  nChanged 4169
		SP:Iteration 3F (32527.520000 sec): 3 clusters
  Score: Raw -7607806.872775 + Penalty 3618.693984 = -7604188.178791
  nChanged 4565
		SP:Iteration 4F (32528.110000 sec): 3 clusters
  Score: Raw -7610585.444083 + Penalty 3618.693984 = -7606966.750099
  nChanged 4684
		SP:Iteration 5F (32528.690000 sec): 3 clusters
  Score: Raw -7613463.636789 + Penalty 3618.693984 = -7609844.942805
  nChanged 4158
		SP:Iteration 6F (32529.290000 sec): 3 clusters
  Score: Raw -7615953.665258 + Penalty 3618.693984 = -7612334.971274
  nChanged 3572
		SP:Iteration 7F (32529.890000 sec): 3 clusters
  Score: Raw -7618046.423210 + Penalty 3618.693984 = -7614427.729226
  nChanged 2773
		SP:Iteration 8Q (32530.480000 sec): 3 clusters
  Score: Raw -7619653.669106 + Penalty 3618.693984 = -7616034.975122
  nChanged 2222
		SP:Iteration 9Q (32531.050000 sec): 3 clusters
  Score: Raw -7620819.572449 + Penalty 3618.693984 = -7617200.878465
  nChanged 1739
		SP:Iteration 10Q (32531.690000 sec): 3 clusters
  Score: Raw -7621616.264237 + Penalty 3618.693984 = -7617997.570253
  nChanged 1393
		SP:Iteration 11Q (32532.280000 sec): 3 clusters
  Score: Raw -7622162.940262 + Penalty 3618.693984 = -7618544.246278
  nChanged 1240
		SP:Iteration 12Q (32532.840000 sec): 3 clusters
  Score: Raw -7622620.840524 + Penalty 3618.693984 = -7619002.146540
  nChanged 1200
		SP:Iteration 13Q (32533.430000 sec): 3 clusters
  Score: Raw -7623056.912758 + Penalty 3618.693984 = -7619438.218773
  nChanged 1125
		SP:Iteration 14Q (32533.980000 sec): 3 clusters
  Score: Raw -7623477.450029 + Penalty 3618.693984 = -7619858.756045
  nChanged 1169
		SP:Iteration 15Q (32534.570000 sec): 3 clusters
  Score: Raw -7623925.198493 + Penalty 3618.693984 = -7620306.504509
  nChanged 1064
		SP:Iteration 16Q (32535.110000 sec): 3 clusters
  Score: Raw -7624336.378573 + Penalty 3618.693984 = -7620717.684589
  nChanged 995
		SP:Iteration 17Q (32535.670000 sec): 3 clusters
  Score: Raw -7624712.584830 + Penalty 3618.693984 = -7621093.890845
  nChanged 933
		SP:Iteration 18Q (32536.240000 sec): 3 clusters
  Score: Raw -7625066.141726 + Penalty 3618.693984 = -7621447.447742
  nChanged 869
		SP:Iteration 19Q (32536.800000 sec): 3 clusters
  Score: Raw -7625401.189707 + Penalty 3618.693984 = -7621782.495723
  nChanged 846
		SP:Iteration 20F (32537.280000 sec): 3 clusters
  Score: Raw -7625719.663974 + Penalty 3618.693984 = -7622100.969990
  nChanged 736
		SP:Iteration 21Q (32537.780000 sec): 3 clusters
  Score: Raw -7625971.410470 + Penalty 3618.693984 = -7622352.716486
  nChanged 651
		SP:Iteration 22Q (32538.270000 sec): 3 clusters
  Score: Raw -7626192.405165 + Penalty 3618.693984 = -7622573.711181
  nChanged 621
		SP:Iteration 23Q (32538.760000 sec): 3 clusters
  Score: Raw -7626389.685900 + Penalty 3618.693984 = -7622770.991916
  nChanged 594
		SP:Iteration 24Q (32539.310000 sec): 3 clusters
  Score: Raw -7626581.191692 + Penalty 3618.693984 = -7622962.497708
  nChanged 581
		SP:Iteration 25Q (32539.810000 sec): 3 clusters
  Score: Raw -7626769.954948 + Penalty 3618.693984 = -7623151.260964
  nChanged 539
		SP:Iteration 26Q (32540.260000 sec): 3 clusters
  Score: Raw -7626937.513053 + Penalty 3618.693984 = -7623318.819069
  nChanged 480
		SP:Iteration 27Q (32540.810000 sec): 3 clusters
  Score: Raw -7627083.970898 + Penalty 3618.693984 = -7623465.276913
  nChanged 455
		SP:Iteration 28Q (32541.360000 sec): 3 clusters
  Score: Raw -7627219.704906 + Penalty 3618.693984 = -7623601.010922
  nChanged 425
		SP:Iteration 29Q (32541.830000 sec): 3 clusters
  Score: Raw -7627336.145914 + Penalty 3618.693984 = -7623717.451930
  nChanged 366
		SP:Iteration 30Q (32542.330000 sec): 3 clusters
  Score: Raw -7627432.982454 + Penalty 3618.693984 = -7623814.288470
  nChanged 353
		SP:Iteration 31Q (32542.780000 sec): 3 clusters
  Score: Raw -7627527.188572 + Penalty 3618.693984 = -7623908.494588
  nChanged 357
		SP:Iteration 32Q (32543.320000 sec): 3 clusters
  Score: Raw -7627623.744254 + Penalty 3618.693984 = -7624005.050270
  nChanged 324
		SP:Iteration 33Q (32543.860000 sec): 3 clusters
  Score: Raw -7627715.515612 + Penalty 3618.693984 = -7624096.821628
  nChanged 300
		SP:Iteration 34Q (32544.360000 sec): 3 clusters
  Score: Raw -7627797.578417 + Penalty 3618.693984 = -7624178.884433
  nChanged 265
		SP:Iteration 35Q (32544.820000 sec): 3 clusters
  Score: Raw -7627866.023071 + Penalty 3618.693984 = -7624247.329086
  nChanged 261
		SP:Iteration 36Q (32545.270000 sec): 3 clusters
  Score: Raw -7627944.954703 + Penalty 3618.693984 = -7624326.260719
  nChanged 251
		SP:Iteration 37Q (32545.710000 sec): 3 clusters
  Score: Raw -7628018.941740 + Penalty 3618.693984 = -7624400.247756
  nChanged 220
		SP:Iteration 38Q (32546.180000 sec): 3 clusters
  Score: Raw -7628083.367315 + Penalty 3618.693984 = -7624464.673331
  nChanged 203
		SP:Iteration 39Q (32546.670000 sec): 3 clusters
  Score: Raw -7628141.596683 + Penalty 3618.693984 = -7624522.902699
  nChanged 173
		SP:Iteration 40F (32547.180000 sec): 3 clusters
  Score: Raw -7628193.113946 + Penalty 3618.693984 = -7624574.419962
  nChanged 170
		SP:Iteration 41Q (32547.620000 sec): 3 clusters
  Score: Raw -7628240.799154 + Penalty 3618.693984 = -7624622.105170
  nChanged 154
		SP:Iteration 42Q (32548.070000 sec): 3 clusters
  Score: Raw -7628280.186410 + Penalty 3618.693984 = -7624661.492426
  nChanged 125
		SP:Iteration 43Q (32548.520000 sec): 3 clusters
  Score: Raw -7628306.156330 + Penalty 3618.693984 = -7624687.462345
  nChanged 92
		SP:Iteration 44Q (32548.920000 sec): 3 clusters
  Score: Raw -7628324.790912 + Penalty 3618.693984 = -7624706.096928
  nChanged 80
		SP:Iteration 45Q (32549.360000 sec): 3 clusters
  Score: Raw -7628341.520194 + Penalty 3618.693984 = -7624722.826210
  nChanged 68
		SP:Iteration 46Q (32549.840000 sec): 3 clusters
  Score: Raw -7628358.338004 + Penalty 3618.693984 = -7624739.644020
  nChanged 84
		SP:Iteration 47Q (32550.300000 sec): 3 clusters
  Score: Raw -7628379.642535 + Penalty 3618.693984 = -7624760.948551
  nChanged 96
		SP:Iteration 48Q (32550.760000 sec): 3 clusters
  Score: Raw -7628405.871261 + Penalty 3618.693984 = -7624787.177277
  nChanged 86
		SP:Iteration 49Q (32551.220000 sec): 3 clusters
  Score: Raw -7628425.472067 + Penalty 3618.693984 = -7624806.778083
  nChanged 73
		SP:Iteration 50Q (32551.670000 sec): 3 clusters
  Score: Raw -7628442.528340 + Penalty 3618.693984 = -7624823.834356
  nChanged 69
		SP:Iteration 51Q (32552.080000 sec): 3 clusters
  Score: Raw -7628462.681570 + Penalty 3618.693984 = -7624843.987586
  nChanged 75
		SP:Iteration 52Q (32552.540000 sec): 3 clusters
  Score: Raw -7628482.254148 + Penalty 3618.693984 = -7624863.560164
  nChanged 60
		SP:Iteration 53Q (32553.000000 sec): 3 clusters
  Score: Raw -7628494.661477 + Penalty 3618.693984 = -7624875.967493
  nChanged 55
		SP:Iteration 54Q (32553.500000 sec): 3 clusters
  Score: Raw -7628504.324481 + Penalty 3618.693984 = -7624885.630496
  nChanged 47
		SP:Iteration 55Q (32553.980000 sec): 3 clusters
  Score: Raw -7628514.590358 + Penalty 3618.693984 = -7624895.896373
  nChanged 47
		SP:Iteration 56Q (32554.450000 sec): 3 clusters
  Score: Raw -7628524.611362 + Penalty 3618.693984 = -7624905.917378
  nChanged 34
		SP:Iteration 57Q (32554.920000 sec): 3 clusters
  Score: Raw -7628531.949708 + Penalty 3618.693984 = -7624913.255724
  nChanged 30
		SP:Iteration 58Q (32555.390000 sec): 3 clusters
  Score: Raw -7628539.550887 + Penalty 3618.693984 = -7624920.856903
  nChanged 36
		SP:Iteration 59Q (32555.850000 sec): 3 clusters
  Score: Raw -7628547.913015 + Penalty 3618.693984 = -7624929.219031
  nChanged 38
		SP:Iteration 60F (32556.320000 sec): 3 clusters
  Score: Raw -7628557.405356 + Penalty 3618.693984 = -7624938.711372
  nChanged 33
		SP:Iteration 61Q (32556.770000 sec): 3 clusters
  Score: Raw -7628564.795115 + Penalty 3618.693984 = -7624946.101131
  nChanged 26
		SP:Iteration 62Q (32557.260000 sec): 3 clusters
  Score: Raw -7628569.853732 + Penalty 3618.693984 = -7624951.159748
  nChanged 18
		SP:Iteration 63Q (32557.760000 sec): 3 clusters
  Score: Raw -7628573.112989 + Penalty 3618.693984 = -7624954.419005
  nChanged 9
		SP:Iteration 64Q (32558.220000 sec): 3 clusters
  Score: Raw -7628574.451742 + Penalty 3618.693984 = -7624955.757758
  nChanged 8
		SP:Iteration 65Q (32558.700000 sec): 3 clusters
  Score: Raw -7628575.684338 + Penalty 3618.693984 = -7624956.990354
  nChanged 3
		SP:Iteration 66Q (32559.160000 sec): 3 clusters
  Score: Raw -7628576.196031 + Penalty 3618.693984 = -7624957.502046
  nChanged 3
		SP:Iteration 67Q (32559.630000 sec): 3 clusters
  Score: Raw -7628576.739005 + Penalty 3618.693984 = -7624958.045021
  nChanged 1
		SP:Iteration 68Q (32560.160000 sec): 3 clusters
  Score: Raw -7628576.838126 + Penalty 3618.693984 = -7624958.144142
  nChanged 3
		SP:Iteration 69Q (32560.630000 sec): 3 clusters
  Score: Raw -7628577.132908 + Penalty 3618.693984 = -7624958.438924
  nChanged 1
		SP:Iteration 70Q (32561.150000 sec): 3 clusters
  Score: Raw -7628577.225122 + Penalty 3618.693984 = -7624958.531138
  nChanged 3
		SP:Iteration 71Q (32561.600000 sec): 3 clusters
  Score: Raw -7628577.669733 + Penalty 3618.693984 = -7624958.975749
  nChanged 5
		SP:Iteration 72Q (32562.020000 sec): 3 clusters
  Score: Raw -7628578.485044 + Penalty 3618.693984 = -7624959.791060
  nChanged 7
		SP:Iteration 73Q (32562.480000 sec): 3 clusters
  Score: Raw -7628579.477771 + Penalty 3618.693984 = -7624960.783787
  nChanged 3
		SP:Iteration 74Q (32562.950000 sec): 3 clusters
  Score: Raw -7628579.943880 + Penalty 3618.693984 = -7624961.249896
  nChanged 5
		SP:Iteration 75Q (32563.380000 sec): 3 clusters
  Score: Raw -7628581.002570 + Penalty 3618.693984 = -7624962.308586
  nChanged 5
		SP:Iteration 76Q (32563.930000 sec): 3 clusters
  Score: Raw -7628581.805856 + Penalty 3618.693984 = -7624963.111872
  nChanged 4
		SP:Iteration 77Q (32564.370000 sec): 3 clusters
  Score: Raw -7628582.548760 + Penalty 3618.693984 = -7624963.854776
  nChanged 6
		SP:Iteration 78Q (32564.840000 sec): 3 clusters
  Score: Raw -7628583.631772 + Penalty 3618.693984 = -7624964.937788
  nChanged 8
		SP:Iteration 79Q (32565.300000 sec): 3 clusters
  Score: Raw -7628584.587522 + Penalty 3618.693984 = -7624965.893538
  nChanged 2
		SP:Iteration 80F (32565.780000 sec): 3 clusters
  Score: Raw -7628584.721025 + Penalty 3618.693984 = -7624966.027040
  nChanged 1
		SP:Iteration 81Q (32566.210000 sec): 3 clusters
  Score: Raw -7628584.916649 + Penalty 3618.693984 = -7624966.222665
  nChanged 4
		SP:Iteration 82Q (32566.710000 sec): 3 clusters
  Score: Raw -7628585.569931 + Penalty 3618.693984 = -7624966.875947
  nChanged 4
		SP:Iteration 83Q (32567.140000 sec): 3 clusters
  Score: Raw -7628586.323769 + Penalty 3618.693984 = -7624967.629784
  nChanged 8
		SP:Iteration 84Q (32567.610000 sec): 3 clusters
  Score: Raw -7628587.630455 + Penalty 3618.693984 = -7624968.936471
  nChanged 9
		SP:Iteration 85Q (32568.050000 sec): 3 clusters
  Score: Raw -7628588.837939 + Penalty 3618.693984 = -7624970.143954
  nChanged 4
		SP:Iteration 86Q (32568.480000 sec): 3 clusters
  Score: Raw -7628589.453713 + Penalty 3618.693984 = -7624970.759728
  nChanged 2
		SP:Iteration 87Q (32569.050000 sec): 3 clusters
  Score: Raw -7628589.845597 + Penalty 3618.693984 = -7624971.151612
  nChanged 3
		SP:Iteration 88Q (32569.530000 sec): 3 clusters
  Score: Raw -7628590.618485 + Penalty 3618.693984 = -7624971.924501
  nChanged 5
		SP:Iteration 89Q (32569.970000 sec): 3 clusters
  Score: Raw -7628591.245541 + Penalty 3618.693984 = -7624972.551556
  nChanged 1
		SP:Iteration 90Q (32570.450000 sec): 3 clusters
  Score: Raw -7628591.389249 + Penalty 3618.693984 = -7624972.695264
  nChanged 0
		SP:Iteration 91F (32570.950000 sec): 3 clusters
  Score: Raw -7628591.389249 + Penalty 3618.693984 = -7624972.695264
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (10212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32571.090000 sec): 2 clusters
  Score: Raw -1153161.199401 + Penalty 1500.089301 = -1151661.110099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32571.360000 sec): 3 clusters
  Score: Raw -1147395.373256 + Penalty 3000.178603 = -1144395.194653
  nChanged 4443
		SP:Iteration 1F (32571.630000 sec): 3 clusters
  Score: Raw -1149838.508935 + Penalty 3000.178603 = -1146838.330332
  nChanged 649
		SP:Iteration 2F (32571.860000 sec): 3 clusters
  Score: Raw -1150140.152887 + Penalty 3000.178603 = -1147139.974284
  nChanged 605
		SP:Iteration 3F (32572.080000 sec): 3 clusters
  Score: Raw -1150424.175220 + Penalty 3000.178603 = -1147423.996617
  nChanged 516
		SP:Iteration 4F (32572.290000 sec): 3 clusters
  Score: Raw -1150662.098910 + Penalty 3000.178603 = -1147661.920307
  nChanged 449
		SP:Iteration 5Q (32572.560000 sec): 3 clusters
  Score: Raw -1150887.708438 + Penalty 3000.178603 = -1147887.529835
  nChanged 479
		SP:Iteration 6Q (32572.810000 sec): 3 clusters
  Score: Raw -1151106.501472 + Penalty 3000.178603 = -1148106.322869
  nChanged 423
		SP:Iteration 7Q (32573.020000 sec): 3 clusters
  Score: Raw -1151336.463593 + Penalty 3000.178603 = -1148336.284990
  nChanged 430
		SP:Iteration 8Q (32573.320000 sec): 3 clusters
  Score: Raw -1151567.295741 + Penalty 3000.178603 = -1148567.117138
  nChanged 421
		SP:Iteration 9Q (32573.510000 sec): 3 clusters
  Score: Raw -1151782.999978 + Penalty 3000.178603 = -1148782.821375
  nChanged 385
		SP:Iteration 10Q (32573.740000 sec): 3 clusters
  Score: Raw -1151988.727064 + Penalty 3000.178603 = -1148988.548461
  nChanged 359
		SP:Iteration 11Q (32574.010000 sec): 3 clusters
  Score: Raw -1152182.347539 + Penalty 3000.178603 = -1149182.168936
  nChanged 339
		SP:Iteration 12Q (32574.220000 sec): 3 clusters
  Score: Raw -1152363.786268 + Penalty 3000.178603 = -1149363.607665
  nChanged 316
		SP:Iteration 13Q (32574.510000 sec): 3 clusters
  Score: Raw -1152530.750758 + Penalty 3000.178603 = -1149530.572155
  nChanged 275
		SP:Iteration 14Q (32574.720000 sec): 3 clusters
  Score: Raw -1152667.397751 + Penalty 3000.178603 = -1149667.219148
  nChanged 231
		SP:Iteration 15Q (32574.970000 sec): 3 clusters
  Score: Raw -1152776.942368 + Penalty 3000.178603 = -1149776.763765
  nChanged 201
		SP:Iteration 16Q (32575.210000 sec): 3 clusters
  Score: Raw -1152872.055791 + Penalty 3000.178603 = -1149871.877188
  nChanged 198
		SP:Iteration 17Q (32575.380000 sec): 3 clusters
  Score: Raw -1152971.877335 + Penalty 3000.178603 = -1149971.698733
  nChanged 175
		SP:Iteration 18Q (32575.600000 sec): 3 clusters
  Score: Raw -1153058.614504 + Penalty 3000.178603 = -1150058.435901
  nChanged 149
		SP:Iteration 19Q (32575.850000 sec): 3 clusters
  Score: Raw -1153126.341981 + Penalty 3000.178603 = -1150126.163378
  nChanged 125
		SP:Iteration 20F (32576.010000 sec): 3 clusters
  Score: Raw -1153174.946756 + Penalty 3000.178603 = -1150174.768153
  nChanged 95
		SP:Iteration 21Q (32576.250000 sec): 3 clusters
  Score: Raw -1153208.789626 + Penalty 3000.178603 = -1150208.611023
  nChanged 75
		SP:Iteration 22Q (32576.530000 sec): 3 clusters
  Score: Raw -1153233.921923 + Penalty 3000.178603 = -1150233.743320
  nChanged 58
		SP:Iteration 23Q (32576.740000 sec): 3 clusters
  Score: Raw -1153253.156384 + Penalty 3000.178603 = -1150252.977781
  nChanged 63
		SP:Iteration 24Q (32577.010000 sec): 3 clusters
  Score: Raw -1153274.675049 + Penalty 3000.178603 = -1150274.496446
  nChanged 59
		SP:Iteration 25Q (32577.260000 sec): 3 clusters
  Score: Raw -1153299.161078 + Penalty 3000.178603 = -1150298.982475
  nChanged 53
		SP:Iteration 26Q (32577.500000 sec): 3 clusters
  Score: Raw -1153315.295861 + Penalty 3000.178603 = -1150315.117258
  nChanged 44
		SP:Iteration 27Q (32577.720000 sec): 3 clusters
  Score: Raw -1153328.720364 + Penalty 3000.178603 = -1150328.541761
  nChanged 37
		SP:Iteration 28Q (32577.930000 sec): 3 clusters
  Score: Raw -1153340.706835 + Penalty 3000.178603 = -1150340.528232
  nChanged 40
		SP:Iteration 29Q (32578.180000 sec): 3 clusters
  Score: Raw -1153350.831518 + Penalty 3000.178603 = -1150350.652915
  nChanged 41
		SP:Iteration 30Q (32578.370000 sec): 3 clusters
  Score: Raw -1153362.058798 + Penalty 3000.178603 = -1150361.880195
  nChanged 43
		SP:Iteration 31Q (32578.610000 sec): 3 clusters
  Score: Raw -1153373.067887 + Penalty 3000.178603 = -1150372.889284
  nChanged 41
		SP:Iteration 32Q (32578.800000 sec): 3 clusters
  Score: Raw -1153384.778460 + Penalty 3000.178603 = -1150384.599857
  nChanged 39
		SP:Iteration 33Q (32579.010000 sec): 3 clusters
  Score: Raw -1153394.245594 + Penalty 3000.178603 = -1150394.066991
  nChanged 25
		SP:Iteration 34Q (32579.250000 sec): 3 clusters
  Score: Raw -1153400.254348 + Penalty 3000.178603 = -1150400.075745
  nChanged 27
		SP:Iteration 35Q (32579.460000 sec): 3 clusters
  Score: Raw -1153408.210017 + Penalty 3000.178603 = -1150408.031415
  nChanged 31
		SP:Iteration 36Q (32579.630000 sec): 3 clusters
  Score: Raw -1153416.289952 + Penalty 3000.178603 = -1150416.111349
  nChanged 26
		SP:Iteration 37Q (32579.890000 sec): 3 clusters
  Score: Raw -1153422.938273 + Penalty 3000.178603 = -1150422.759670
  nChanged 26
		SP:Iteration 38Q (32580.100000 sec): 3 clusters
  Score: Raw -1153429.104513 + Penalty 3000.178603 = -1150428.925910
  nChanged 22
		SP:Iteration 39Q (32580.310000 sec): 3 clusters
  Score: Raw -1153435.333600 + Penalty 3000.178603 = -1150435.154997
  nChanged 24
		SP:Iteration 40F (32580.550000 sec): 3 clusters
  Score: Raw -1153442.334153 + Penalty 3000.178603 = -1150442.155550
  nChanged 23
		SP:Iteration 41Q (32580.750000 sec): 3 clusters
  Score: Raw -1153449.197377 + Penalty 3000.178603 = -1150449.018774
  nChanged 19
		SP:Iteration 42Q (32580.950000 sec): 3 clusters
  Score: Raw -1153455.393605 + Penalty 3000.178603 = -1150455.215002
  nChanged 19
		SP:Iteration 43Q (32581.200000 sec): 3 clusters
  Score: Raw -1153461.013502 + Penalty 3000.178603 = -1150460.834899
  nChanged 18
		SP:Iteration 44Q (32581.460000 sec): 3 clusters
  Score: Raw -1153464.320712 + Penalty 3000.178603 = -1150464.142109
  nChanged 14
		SP:Iteration 45Q (32581.680000 sec): 3 clusters
  Score: Raw -1153467.504860 + Penalty 3000.178603 = -1150467.326257
  nChanged 10
		SP:Iteration 46Q (32581.910000 sec): 3 clusters
  Score: Raw -1153469.423238 + Penalty 3000.178603 = -1150469.244635
  nChanged 15
		SP:Iteration 47Q (32582.110000 sec): 3 clusters
  Score: Raw -1153472.401149 + Penalty 3000.178603 = -1150472.222546
  nChanged 15
		SP:Iteration 48Q (32582.330000 sec): 3 clusters
  Score: Raw -1153476.668773 + Penalty 3000.178603 = -1150476.490170
  nChanged 11
		SP:Iteration 49Q (32582.550000 sec): 3 clusters
  Score: Raw -1153479.007186 + Penalty 3000.178603 = -1150478.828583
  nChanged 8
		SP:Iteration 50Q (32582.740000 sec): 3 clusters
  Score: Raw -1153481.197261 + Penalty 3000.178603 = -1150481.018658
  nChanged 7
		SP:Iteration 51Q (32582.980000 sec): 3 clusters
  Score: Raw -1153482.529768 + Penalty 3000.178603 = -1150482.351165
  nChanged 5
		SP:Iteration 52Q (32583.190000 sec): 3 clusters
  Score: Raw -1153483.807940 + Penalty 3000.178603 = -1150483.629337
  nChanged 7
		SP:Iteration 53Q (32583.450000 sec): 3 clusters
  Score: Raw -1153485.764434 + Penalty 3000.178603 = -1150485.585831
  nChanged 8
		SP:Iteration 54Q (32583.680000 sec): 3 clusters
  Score: Raw -1153487.091741 + Penalty 3000.178603 = -1150486.913138
  nChanged 3
		SP:Iteration 55Q (32583.860000 sec): 3 clusters
  Score: Raw -1153487.726391 + Penalty 3000.178603 = -1150487.547788
  nChanged 4
		SP:Iteration 56Q (32584.070000 sec): 3 clusters
  Score: Raw -1153488.560775 + Penalty 3000.178603 = -1150488.382172
  nChanged 1
		SP:Iteration 57Q (32584.270000 sec): 3 clusters
  Score: Raw -1153488.949956 + Penalty 3000.178603 = -1150488.771353
  nChanged 3
		SP:Iteration 58Q (32584.510000 sec): 3 clusters
  Score: Raw -1153489.856357 + Penalty 3000.178603 = -1150489.677754
  nChanged 5
		SP:Iteration 59Q (32584.730000 sec): 3 clusters
  Score: Raw -1153491.281442 + Penalty 3000.178603 = -1150491.102840
  nChanged 5
		SP:Iteration 60F (32584.940000 sec): 3 clusters
  Score: Raw -1153492.731084 + Penalty 3000.178603 = -1150492.552482
  nChanged 1
		SP:Iteration 61Q (32585.190000 sec): 3 clusters
  Score: Raw -1153492.978565 + Penalty 3000.178603 = -1150492.799962
  nChanged 2
		SP:Iteration 62Q (32585.450000 sec): 3 clusters
  Score: Raw -1153493.348364 + Penalty 3000.178603 = -1150493.169761
  nChanged 3
		SP:Iteration 63Q (32585.670000 sec): 3 clusters
  Score: Raw -1153494.375341 + Penalty 3000.178603 = -1150494.196738
  nChanged 5
		SP:Iteration 64Q (32585.900000 sec): 3 clusters
  Score: Raw -1153495.649328 + Penalty 3000.178603 = -1150495.470725
  nChanged 4
		SP:Iteration 65Q (32586.120000 sec): 3 clusters
  Score: Raw -1153496.819299 + Penalty 3000.178603 = -1150496.640696
  nChanged 6
		SP:Iteration 66Q (32586.360000 sec): 3 clusters
  Score: Raw -1153498.460721 + Penalty 3000.178603 = -1150498.282118
  nChanged 6
		SP:Iteration 67Q (32586.560000 sec): 3 clusters
  Score: Raw -1153499.823266 + Penalty 3000.178603 = -1150499.644663
  nChanged 2
		SP:Iteration 68Q (32586.760000 sec): 3 clusters
  Score: Raw -1153500.526787 + Penalty 3000.178603 = -1150500.348184
  nChanged 4
		SP:Iteration 69Q (32587.000000 sec): 3 clusters
  Score: Raw -1153502.331427 + Penalty 3000.178603 = -1150502.152824
  nChanged 11
		SP:Iteration 70Q (32587.270000 sec): 3 clusters
  Score: Raw -1153505.868883 + Penalty 3000.178603 = -1150505.690280
  nChanged 12
		SP:Iteration 71Q (32587.460000 sec): 3 clusters
  Score: Raw -1153509.498535 + Penalty 3000.178603 = -1150509.319932
  nChanged 8
		SP:Iteration 72Q (32587.730000 sec): 3 clusters
  Score: Raw -1153511.866652 + Penalty 3000.178603 = -1150511.688049
  nChanged 9
		SP:Iteration 73Q (32587.950000 sec): 3 clusters
  Score: Raw -1153514.662109 + Penalty 3000.178603 = -1150514.483506
  nChanged 10
		SP:Iteration 74Q (32588.160000 sec): 3 clusters
  Score: Raw -1153517.545816 + Penalty 3000.178603 = -1150517.367213
  nChanged 12
		SP:Iteration 75Q (32588.360000 sec): 3 clusters
  Score: Raw -1153520.323942 + Penalty 3000.178603 = -1150520.145339
  nChanged 12
		SP:Iteration 76Q (32588.610000 sec): 3 clusters
  Score: Raw -1153523.646538 + Penalty 3000.178603 = -1150523.467935
  nChanged 10
		SP:Iteration 77Q (32588.790000 sec): 3 clusters
  Score: Raw -1153526.829332 + Penalty 3000.178603 = -1150526.650730
  nChanged 9
		SP:Iteration 78Q (32589.000000 sec): 3 clusters
  Score: Raw -1153529.850452 + Penalty 3000.178603 = -1150529.671849
  nChanged 9
		SP:Iteration 79Q (32589.240000 sec): 3 clusters
  Score: Raw -1153532.379985 + Penalty 3000.178603 = -1150532.201382
  nChanged 10
		SP:Iteration 80F (32589.520000 sec): 3 clusters
  Score: Raw -1153535.112241 + Penalty 3000.178603 = -1150534.933638
  nChanged 7
		SP:Iteration 81Q (32589.750000 sec): 3 clusters
  Score: Raw -1153537.291820 + Penalty 3000.178603 = -1150537.113217
  nChanged 8
		SP:Iteration 82Q (32590.010000 sec): 3 clusters
  Score: Raw -1153540.544478 + Penalty 3000.178603 = -1150540.365875
  nChanged 8
		SP:Iteration 83Q (32590.260000 sec): 3 clusters
  Score: Raw -1153543.132941 + Penalty 3000.178603 = -1150542.954338
  nChanged 9
		SP:Iteration 84Q (32590.520000 sec): 3 clusters
  Score: Raw -1153544.954444 + Penalty 3000.178603 = -1150544.775841
  nChanged 6
		SP:Iteration 85Q (32590.760000 sec): 3 clusters
  Score: Raw -1153547.948473 + Penalty 3000.178603 = -1150547.769870
  nChanged 7
		SP:Iteration 86Q (32590.990000 sec): 3 clusters
  Score: Raw -1153551.091362 + Penalty 3000.178603 = -1150550.912759
  nChanged 15
		SP:Iteration 87Q (32591.180000 sec): 3 clusters
  Score: Raw -1153556.277998 + Penalty 3000.178603 = -1150556.099395
  nChanged 11
		SP:Iteration 88Q (32591.450000 sec): 3 clusters
  Score: Raw -1153559.425911 + Penalty 3000.178603 = -1150559.247308
  nChanged 4
		SP:Iteration 89Q (32591.650000 sec): 3 clusters
  Score: Raw -1153560.944627 + Penalty 3000.178603 = -1150560.766024
  nChanged 6
		SP:Iteration 90Q (32591.890000 sec): 3 clusters
  Score: Raw -1153562.842509 + Penalty 3000.178603 = -1150562.663906
  nChanged 7
		SP:Iteration 91Q (32592.130000 sec): 3 clusters
  Score: Raw -1153565.202303 + Penalty 3000.178603 = -1150565.023700
  nChanged 3
		SP:Iteration 92Q (32592.310000 sec): 3 clusters
  Score: Raw -1153566.221074 + Penalty 3000.178603 = -1150566.042471
  nChanged 3
		SP:Iteration 93Q (32592.520000 sec): 3 clusters
  Score: Raw -1153566.891856 + Penalty 3000.178603 = -1150566.713253
  nChanged 2
		SP:Iteration 94Q (32592.770000 sec): 3 clusters
  Score: Raw -1153567.700308 + Penalty 3000.178603 = -1150567.521705
  nChanged 0
		SP:Iteration 95F (32592.990000 sec): 3 clusters
  Score: Raw -1153567.700308 + Penalty 3000.178603 = -1150567.521705
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (18476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32593.190000 sec): 2 clusters
  Score: Raw -1995270.241965 + Penalty 1596.437029 = -1993673.804936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32593.490000 sec): 3 clusters
  Score: Raw -1984329.564258 + Penalty 3192.874058 = -1981136.690200
  nChanged 8272
		SP:Iteration 1F (32593.750000 sec): 3 clusters
  Score: Raw -1989153.201292 + Penalty 3192.874058 = -1985960.327234
  nChanged 1204
		SP:Iteration 2F (32594.070000 sec): 3 clusters
  Score: Raw -1989786.127775 + Penalty 3192.874058 = -1986593.253717
  nChanged 1175
		SP:Iteration 3F (32594.350000 sec): 3 clusters
  Score: Raw -1990520.763332 + Penalty 3192.874058 = -1987327.889274
  nChanged 1274
		SP:Iteration 4F (32594.590000 sec): 3 clusters
  Score: Raw -1991442.808852 + Penalty 3192.874058 = -1988249.934794
  nChanged 1304
		SP:Iteration 5F (32594.910000 sec): 3 clusters
  Score: Raw -1992485.789725 + Penalty 3192.874058 = -1989292.915667
  nChanged 1204
		SP:Iteration 6F (32595.170000 sec): 3 clusters
  Score: Raw -1993468.355443 + Penalty 3192.874058 = -1990275.481384
  nChanged 954
		SP:Iteration 7F (32595.500000 sec): 3 clusters
  Score: Raw -1994243.221963 + Penalty 3192.874058 = -1991050.347905
  nChanged 641
		SP:Iteration 8Q (32595.840000 sec): 3 clusters
  Score: Raw -1994754.764792 + Penalty 3192.874058 = -1991561.890734
  nChanged 426
		SP:Iteration 9Q (32596.150000 sec): 3 clusters
  Score: Raw -1995087.385512 + Penalty 3192.874058 = -1991894.511454
  nChanged 276
		SP:Iteration 10Q (32596.450000 sec): 3 clusters
  Score: Raw -1995292.874335 + Penalty 3192.874058 = -1992100.000277
  nChanged 160
		SP:Iteration 11Q (32596.800000 sec): 3 clusters
  Score: Raw -1995410.606898 + Penalty 3192.874058 = -1992217.732840
  nChanged 115
		SP:Iteration 12Q (32597.050000 sec): 3 clusters
  Score: Raw -1995493.355342 + Penalty 3192.874058 = -1992300.481284
  nChanged 66
		SP:Iteration 13Q (32597.340000 sec): 3 clusters
  Score: Raw -1995540.916918 + Penalty 3192.874058 = -1992348.042859
  nChanged 50
		SP:Iteration 14Q (32597.630000 sec): 3 clusters
  Score: Raw -1995578.838332 + Penalty 3192.874058 = -1992385.964274
  nChanged 31
		SP:Iteration 15Q (32597.960000 sec): 3 clusters
  Score: Raw -1995599.725801 + Penalty 3192.874058 = -1992406.851742
  nChanged 20
		SP:Iteration 16Q (32598.260000 sec): 3 clusters
  Score: Raw -1995613.188160 + Penalty 3192.874058 = -1992420.314101
  nChanged 16
		SP:Iteration 17Q (32598.510000 sec): 3 clusters
  Score: Raw -1995624.122455 + Penalty 3192.874058 = -1992431.248396
  nChanged 14
		SP:Iteration 18Q (32598.780000 sec): 3 clusters
  Score: Raw -1995629.812357 + Penalty 3192.874058 = -1992436.938298
  nChanged 8
		SP:Iteration 19Q (32599.060000 sec): 3 clusters
  Score: Raw -1995633.544306 + Penalty 3192.874058 = -1992440.670248
  nChanged 8
		SP:Iteration 20F (32599.400000 sec): 3 clusters
  Score: Raw -1995639.398441 + Penalty 3192.874058 = -1992446.524383
  nChanged 13
		SP:Iteration 21Q (32599.670000 sec): 3 clusters
  Score: Raw -1995647.193832 + Penalty 3192.874058 = -1992454.319773
  nChanged 9
		SP:Iteration 22Q (32599.920000 sec): 3 clusters
  Score: Raw -1995653.265986 + Penalty 3192.874058 = -1992460.391928
  nChanged 5
		SP:Iteration 23Q (32600.170000 sec): 3 clusters
  Score: Raw -1995656.128973 + Penalty 3192.874058 = -1992463.254915
  nChanged 6
		SP:Iteration 24Q (32600.440000 sec): 3 clusters
  Score: Raw -1995659.826630 + Penalty 3192.874058 = -1992466.952572
  nChanged 6
		SP:Iteration 25Q (32600.700000 sec): 3 clusters
  Score: Raw -1995661.219127 + Penalty 3192.874058 = -1992468.345068
  nChanged 2
		SP:Iteration 26Q (32600.940000 sec): 3 clusters
  Score: Raw -1995662.534471 + Penalty 3192.874058 = -1992469.660413
  nChanged 2
		SP:Iteration 27Q (32601.200000 sec): 3 clusters
  Score: Raw -1995663.498829 + Penalty 3192.874058 = -1992470.624771
  nChanged 0
		SP:Iteration 28F (32601.580000 sec): 3 clusters
  Score: Raw -1995663.498829 + Penalty 3192.874058 = -1992470.624771
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 31 (24814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32601.830000 sec): 2 clusters
  Score: Raw -2877068.753777 + Penalty 1644.364034 = -2875424.389742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32602.140000 sec): 3 clusters
  Score: Raw -2861921.901146 + Penalty 3288.728069 = -2858633.173077
  nChanged 11288
		SP:Iteration 1F (32602.480000 sec): 3 clusters
  Score: Raw -2868166.635545 + Penalty 3288.728069 = -2864877.907476
  nChanged 1162
		SP:Iteration 2Q (32602.850000 sec): 3 clusters
  Score: Raw -2868561.491887 + Penalty 3288.728069 = -2865272.763818
  nChanged 1161
		SP:Iteration 3Q (32603.170000 sec): 3 clusters
  Score: Raw -2868972.282807 + Penalty 3288.728069 = -2865683.554739
  nChanged 1098
		SP:Iteration 4Q (32603.530000 sec): 3 clusters
  Score: Raw -2869353.147511 + Penalty 3288.728069 = -2866064.419442
  nChanged 1082
		SP:Iteration 5Q (32603.830000 sec): 3 clusters
  Score: Raw -2869758.510534 + Penalty 3288.728069 = -2866469.782465
  nChanged 1057
		SP:Iteration 6Q (32604.160000 sec): 3 clusters
  Score: Raw -2870224.122443 + Penalty 3288.728069 = -2866935.394374
  nChanged 1075
		SP:Iteration 7Q (32604.450000 sec): 3 clusters
  Score: Raw -2870787.911025 + Penalty 3288.728069 = -2867499.182956
  nChanged 1168
		SP:Iteration 8Q (32604.800000 sec): 3 clusters
  Score: Raw -2871517.762561 + Penalty 3288.728069 = -2868229.034492
  nChanged 1247
		SP:Iteration 9F (32605.120000 sec): 3 clusters
  Score: Raw -2872292.026470 + Penalty 3288.728069 = -2869003.298401
  nChanged 1093
		SP:Iteration 10Q (32605.520000 sec): 3 clusters
  Score: Raw -2872960.325058 + Penalty 3288.728069 = -2869671.596989
  nChanged 971
		SP:Iteration 11Q (32605.820000 sec): 3 clusters
  Score: Raw -2873430.725062 + Penalty 3288.728069 = -2870141.996993
  nChanged 709
		SP:Iteration 12Q (32606.120000 sec): 3 clusters
  Score: Raw -2873690.233537 + Penalty 3288.728069 = -2870401.505468
  nChanged 488
		SP:Iteration 13Q (32606.390000 sec): 3 clusters
  Score: Raw -2873816.806231 + Penalty 3288.728069 = -2870528.078162
  nChanged 300
		SP:Iteration 14Q (32606.710000 sec): 3 clusters
  Score: Raw -2873874.604287 + Penalty 3288.728069 = -2870585.876218
  nChanged 222
		SP:Iteration 15Q (32607.020000 sec): 3 clusters
  Score: Raw -2873913.968215 + Penalty 3288.728069 = -2870625.240146
  nChanged 204
		SP:Iteration 16Q (32607.380000 sec): 3 clusters
  Score: Raw -2873951.838278 + Penalty 3288.728069 = -2870663.110209
  nChanged 189
		SP:Iteration 17Q (32607.680000 sec): 3 clusters
  Score: Raw -2873983.770071 + Penalty 3288.728069 = -2870695.042002
  nChanged 199
		SP:Iteration 18Q (32607.980000 sec): 3 clusters
  Score: Raw -2874022.986875 + Penalty 3288.728069 = -2870734.258806
  nChanged 208
		SP:Iteration 19Q (32608.330000 sec): 3 clusters
  Score: Raw -2874068.090164 + Penalty 3288.728069 = -2870779.362096
  nChanged 225
		SP:Iteration 20F (32608.670000 sec): 3 clusters
  Score: Raw -2874116.037928 + Penalty 3288.728069 = -2870827.309859
  nChanged 229
		SP:Iteration 21Q (32608.950000 sec): 3 clusters
  Score: Raw -2874165.344910 + Penalty 3288.728069 = -2870876.616841
  nChanged 252
		SP:Iteration 22Q (32609.340000 sec): 3 clusters
  Score: Raw -2874223.874037 + Penalty 3288.728069 = -2870935.145968
  nChanged 268
		SP:Iteration 23Q (32609.670000 sec): 3 clusters
  Score: Raw -2874291.290216 + Penalty 3288.728069 = -2871002.562147
  nChanged 285
		SP:Iteration 24Q (32609.990000 sec): 3 clusters
  Score: Raw -2874367.545030 + Penalty 3288.728069 = -2871078.816962
  nChanged 314
		SP:Iteration 25Q (32610.300000 sec): 3 clusters
  Score: Raw -2874455.684385 + Penalty 3288.728069 = -2871166.956317
  nChanged 300
		SP:Iteration 26Q (32610.650000 sec): 3 clusters
  Score: Raw -2874542.289220 + Penalty 3288.728069 = -2871253.561151
  nChanged 324
		SP:Iteration 27Q (32610.970000 sec): 3 clusters
  Score: Raw -2874646.892953 + Penalty 3288.728069 = -2871358.164884
  nChanged 327
		SP:Iteration 28Q (32611.300000 sec): 3 clusters
  Score: Raw -2874754.050181 + Penalty 3288.728069 = -2871465.322112
  nChanged 346
		SP:Iteration 29Q (32611.700000 sec): 3 clusters
  Score: Raw -2874871.596004 + Penalty 3288.728069 = -2871582.867935
  nChanged 363
		SP:Iteration 30Q (32611.990000 sec): 3 clusters
  Score: Raw -2875007.432523 + Penalty 3288.728069 = -2871718.704454
  nChanged 394
		SP:Iteration 31Q (32612.350000 sec): 3 clusters
  Score: Raw -2875163.361797 + Penalty 3288.728069 = -2871874.633728
  nChanged 404
		SP:Iteration 32Q (32612.710000 sec): 3 clusters
  Score: Raw -2875339.597252 + Penalty 3288.728069 = -2872050.869183
  nChanged 412
		SP:Iteration 33Q (32612.990000 sec): 3 clusters
  Score: Raw -2875557.433304 + Penalty 3288.728069 = -2872268.705235
  nChanged 424
		SP:Iteration 34Q (32613.350000 sec): 3 clusters
  Score: Raw -2875787.098893 + Penalty 3288.728069 = -2872498.370824
  nChanged 373
		SP:Iteration 35Q (32613.640000 sec): 3 clusters
  Score: Raw -2876008.687334 + Penalty 3288.728069 = -2872719.959265
  nChanged 362
		SP:Iteration 36Q (32613.970000 sec): 3 clusters
  Score: Raw -2876237.179361 + Penalty 3288.728069 = -2872948.451292
  nChanged 312
		SP:Iteration 37Q (32614.310000 sec): 3 clusters
  Score: Raw -2876412.514712 + Penalty 3288.728069 = -2873123.786643
  nChanged 278
		SP:Iteration 38Q (32614.630000 sec): 3 clusters
  Score: Raw -2876566.816695 + Penalty 3288.728069 = -2873278.088626
  nChanged 252
		SP:Iteration 39Q (32614.990000 sec): 3 clusters
  Score: Raw -2876711.019948 + Penalty 3288.728069 = -2873422.291879
  nChanged 212
		SP:Iteration 40F (32615.240000 sec): 3 clusters
  Score: Raw -2876836.967350 + Penalty 3288.728069 = -2873548.239281
  nChanged 175
		SP:Iteration 41Q (32615.660000 sec): 3 clusters
  Score: Raw -2876941.599814 + Penalty 3288.728069 = -2873652.871745
  nChanged 148
		SP:Iteration 42Q (32616.010000 sec): 3 clusters
  Score: Raw -2877015.270341 + Penalty 3288.728069 = -2873726.542272
  nChanged 99
		SP:Iteration 43Q (32616.360000 sec): 3 clusters
  Score: Raw -2877065.008063 + Penalty 3288.728069 = -2873776.279994
  nChanged 88
		SP:Iteration 44Q (32616.620000 sec): 3 clusters
  Score: Raw -2877116.030074 + Penalty 3288.728069 = -2873827.302005
  nChanged 73
		SP:Iteration 45Q (32616.910000 sec): 3 clusters
  Score: Raw -2877154.206046 + Penalty 3288.728069 = -2873865.477977
  nChanged 57
		SP:Iteration 46Q (32617.170000 sec): 3 clusters
  Score: Raw -2877182.747072 + Penalty 3288.728069 = -2873894.019003
  nChanged 41
		SP:Iteration 47Q (32617.510000 sec): 3 clusters
  Score: Raw -2877204.043399 + Penalty 3288.728069 = -2873915.315330
  nChanged 36
		SP:Iteration 48Q (32617.840000 sec): 3 clusters
  Score: Raw -2877222.975502 + Penalty 3288.728069 = -2873934.247433
  nChanged 29
		SP:Iteration 49Q (32618.190000 sec): 3 clusters
  Score: Raw -2877235.460820 + Penalty 3288.728069 = -2873946.732751
  nChanged 25
		SP:Iteration 50Q (32618.560000 sec): 3 clusters
  Score: Raw -2877248.778263 + Penalty 3288.728069 = -2873960.050194
  nChanged 21
		SP:Iteration 51Q (32618.840000 sec): 3 clusters
  Score: Raw -2877260.055487 + Penalty 3288.728069 = -2873971.327418
  nChanged 17
		SP:Iteration 52Q (32619.090000 sec): 3 clusters
  Score: Raw -2877270.806974 + Penalty 3288.728069 = -2873982.078905
  nChanged 15
		SP:Iteration 53Q (32619.380000 sec): 3 clusters
  Score: Raw -2877278.914250 + Penalty 3288.728069 = -2873990.186181
  nChanged 14
		SP:Iteration 54Q (32619.700000 sec): 3 clusters
  Score: Raw -2877285.264482 + Penalty 3288.728069 = -2873996.536413
  nChanged 9
		SP:Iteration 55Q (32620.030000 sec): 3 clusters
  Score: Raw -2877288.861356 + Penalty 3288.728069 = -2874000.133287
  nChanged 7
		SP:Iteration 56Q (32620.280000 sec): 3 clusters
  Score: Raw -2877292.725796 + Penalty 3288.728069 = -2874003.997727
  nChanged 6
		SP:Iteration 57Q (32620.630000 sec): 3 clusters
  Score: Raw -2877295.611677 + Penalty 3288.728069 = -2874006.883608
  nChanged 8
		SP:Iteration 58Q (32620.880000 sec): 3 clusters
  Score: Raw -2877298.727474 + Penalty 3288.728069 = -2874009.999405
  nChanged 6
		SP:Iteration 59Q (32621.200000 sec): 3 clusters
  Score: Raw -2877301.467661 + Penalty 3288.728069 = -2874012.739592
  nChanged 3
		SP:Iteration 60F (32621.450000 sec): 3 clusters
  Score: Raw -2877303.860178 + Penalty 3288.728069 = -2874015.132109
  nChanged 4
		SP:Iteration 61Q (32621.730000 sec): 3 clusters
  Score: Raw -2877306.390419 + Penalty 3288.728069 = -2874017.662350
  nChanged 6
		SP:Iteration 62Q (32621.970000 sec): 3 clusters
  Score: Raw -2877309.094384 + Penalty 3288.728069 = -2874020.366315
  nChanged 1
		SP:Iteration 63Q (32622.260000 sec): 3 clusters
  Score: Raw -2877310.307033 + Penalty 3288.728069 = -2874021.578964
  nChanged 2
		SP:Iteration 64Q (32622.480000 sec): 3 clusters
  Score: Raw -2877311.715144 + Penalty 3288.728069 = -2874022.987075
  nChanged 2
		SP:Iteration 65Q (32622.800000 sec): 3 clusters
  Score: Raw -2877312.064603 + Penalty 3288.728069 = -2874023.336534
  nChanged 1
		SP:Iteration 66Q (32623.110000 sec): 3 clusters
  Score: Raw -2877312.379462 + Penalty 3288.728069 = -2874023.651393
  nChanged 1
		SP:Iteration 67Q (32623.330000 sec): 3 clusters
  Score: Raw -2877313.305884 + Penalty 3288.728069 = -2874024.577815
  nChanged 0
		SP:Iteration 68F (32623.630000 sec): 3 clusters
  Score: Raw -2877313.305884 + Penalty 3288.728069 = -2874024.577815
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 32 (2332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32623.740000 sec): 2 clusters
  Score: Raw -207362.532345 + Penalty 1260.103251 = -206102.429094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32623.910000 sec): 3 clusters
  Score: Raw -206345.533336 + Penalty 2520.206503 = -203825.326834
  nChanged 855
		SP:Iteration 1F (32624.080000 sec): 3 clusters
  Score: Raw -206938.506905 + Penalty 2520.206503 = -204418.300402
  nChanged 212
		SP:Iteration 2F (32624.240000 sec): 3 clusters
  Score: Raw -207120.850166 + Penalty 2520.206503 = -204600.643663
  nChanged 151
		SP:Iteration 3F (32624.410000 sec): 3 clusters
  Score: Raw -207260.981641 + Penalty 2520.206503 = -204740.775138
  nChanged 119
		SP:Iteration 4F (32624.550000 sec): 3 clusters
  Score: Raw -207383.823558 + Penalty 2520.206503 = -204863.617055
  nChanged 110
		SP:Iteration 5Q (32624.750000 sec): 3 clusters
  Score: Raw -207505.650632 + Penalty 2520.206503 = -204985.444130
  nChanged 105
		SP:Iteration 6Q (32624.950000 sec): 3 clusters
  Score: Raw -207604.826973 + Penalty 2520.206503 = -205084.620470
  nChanged 90
		SP:Iteration 7Q (32625.090000 sec): 3 clusters
  Score: Raw -207698.703260 + Penalty 2520.206503 = -205178.496757
  nChanged 86
		SP:Iteration 8Q (32625.250000 sec): 3 clusters
  Score: Raw -207792.389179 + Penalty 2520.206503 = -205272.182676
  nChanged 77
		SP:Iteration 9Q (32625.420000 sec): 3 clusters
  Score: Raw -207878.403515 + Penalty 2520.206503 = -205358.197012
  nChanged 65
		SP:Iteration 10Q (32625.590000 sec): 3 clusters
  Score: Raw -207937.476639 + Penalty 2520.206503 = -205417.270136
  nChanged 51
		SP:Iteration 11Q (32625.780000 sec): 3 clusters
  Score: Raw -207986.319841 + Penalty 2520.206503 = -205466.113338
  nChanged 39
		SP:Iteration 12Q (32625.930000 sec): 3 clusters
  Score: Raw -208018.124000 + Penalty 2520.206503 = -205497.917497
  nChanged 26
		SP:Iteration 13Q (32626.100000 sec): 3 clusters
  Score: Raw -208037.283338 + Penalty 2520.206503 = -205517.076835
  nChanged 18
		SP:Iteration 14Q (32626.310000 sec): 3 clusters
  Score: Raw -208046.174276 + Penalty 2520.206503 = -205525.967773
  nChanged 13
		SP:Iteration 15Q (32626.460000 sec): 3 clusters
  Score: Raw -208051.823059 + Penalty 2520.206503 = -205531.616556
  nChanged 5
		SP:Iteration 16Q (32626.630000 sec): 3 clusters
  Score: Raw -208054.544903 + Penalty 2520.206503 = -205534.338400
  nChanged 0
		SP:Iteration 17F (32626.830000 sec): 3 clusters
  Score: Raw -208054.544903 + Penalty 2520.206503 = -205534.338400
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 33 (29512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32627.030000 sec): 2 clusters
  Score: Raw -3685167.158044 + Penalty 1672.539739 = -3683494.618305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32627.340000 sec): 3 clusters
  Score: Raw -3666973.085528 + Penalty 3345.079478 = -3663628.006050
  nChanged 13612
		SP:Iteration 1F (32627.680000 sec): 3 clusters
  Score: Raw -3674617.338452 + Penalty 3345.079478 = -3671272.258974
  nChanged 1575
		SP:Iteration 2F (32627.990000 sec): 3 clusters
  Score: Raw -3675409.554189 + Penalty 3345.079478 = -3672064.474711
  nChanged 1864
		SP:Iteration 3F (32628.330000 sec): 3 clusters
  Score: Raw -3676562.800706 + Penalty 3345.079478 = -3673217.721228
  nChanged 2138
		SP:Iteration 4F (32628.600000 sec): 3 clusters
  Score: Raw -3678112.179532 + Penalty 3345.079478 = -3674767.100054
  nChanged 2339
		SP:Iteration 5F (32628.970000 sec): 3 clusters
  Score: Raw -3680217.717865 + Penalty 3345.079478 = -3676872.638387
  nChanged 2191
		SP:Iteration 6F (32629.230000 sec): 3 clusters
  Score: Raw -3682305.760782 + Penalty 3345.079478 = -3678960.681304
  nChanged 1639
		SP:Iteration 7F (32629.610000 sec): 3 clusters
  Score: Raw -3683703.964833 + Penalty 3345.079478 = -3680358.885356
  nChanged 1075
		SP:Iteration 8Q (32629.920000 sec): 3 clusters
  Score: Raw -3684560.165450 + Penalty 3345.079478 = -3681215.085973
  nChanged 733
		SP:Iteration 9Q (32630.200000 sec): 3 clusters
  Score: Raw -3685070.801761 + Penalty 3345.079478 = -3681725.722284
  nChanged 515
		SP:Iteration 10Q (32630.520000 sec): 3 clusters
  Score: Raw -3685387.670417 + Penalty 3345.079478 = -3682042.590940
  nChanged 379
		SP:Iteration 11Q (32630.780000 sec): 3 clusters
  Score: Raw -3685562.143608 + Penalty 3345.079478 = -3682217.064131
  nChanged 291
		SP:Iteration 12Q (32631.130000 sec): 3 clusters
  Score: Raw -3685672.636474 + Penalty 3345.079478 = -3682327.556996
  nChanged 246
		SP:Iteration 13Q (32631.460000 sec): 3 clusters
  Score: Raw -3685754.210277 + Penalty 3345.079478 = -3682409.130799
  nChanged 201
		SP:Iteration 14Q (32631.790000 sec): 3 clusters
  Score: Raw -3685810.220558 + Penalty 3345.079478 = -3682465.141081
  nChanged 169
		SP:Iteration 15Q (32632.110000 sec): 3 clusters
  Score: Raw -3685854.442627 + Penalty 3345.079478 = -3682509.363149
  nChanged 158
		SP:Iteration 16Q (32632.440000 sec): 3 clusters
  Score: Raw -3685893.190505 + Penalty 3345.079478 = -3682548.111027
  nChanged 124
		SP:Iteration 17Q (32632.740000 sec): 3 clusters
  Score: Raw -3685918.449147 + Penalty 3345.079478 = -3682573.369669
  nChanged 100
		SP:Iteration 18Q (32633.040000 sec): 3 clusters
  Score: Raw -3685937.581718 + Penalty 3345.079478 = -3682592.502240
  nChanged 80
		SP:Iteration 19Q (32633.320000 sec): 3 clusters
  Score: Raw -3685951.510768 + Penalty 3345.079478 = -3682606.431290
  nChanged 71
		SP:Iteration 20F (32633.640000 sec): 3 clusters
  Score: Raw -3685963.038262 + Penalty 3345.079478 = -3682617.958784
  nChanged 62
		SP:Iteration 21Q (32633.910000 sec): 3 clusters
  Score: Raw -3685974.613540 + Penalty 3345.079478 = -3682629.534062
  nChanged 66
		SP:Iteration 22Q (32634.170000 sec): 3 clusters
  Score: Raw -3685988.202996 + Penalty 3345.079478 = -3682643.123519
  nChanged 68
		SP:Iteration 23Q (32634.540000 sec): 3 clusters
  Score: Raw -3686002.855065 + Penalty 3345.079478 = -3682657.775587
  nChanged 68
		SP:Iteration 24Q (32634.900000 sec): 3 clusters
  Score: Raw -3686016.013901 + Penalty 3345.079478 = -3682670.934423
  nChanged 60
		SP:Iteration 25Q (32635.250000 sec): 3 clusters
  Score: Raw -3686025.570720 + Penalty 3345.079478 = -3682680.491242
  nChanged 42
		SP:Iteration 26Q (32635.570000 sec): 3 clusters
  Score: Raw -3686032.687388 + Penalty 3345.079478 = -3682687.607910
  nChanged 41
		SP:Iteration 27Q (32635.840000 sec): 3 clusters
  Score: Raw -3686040.378049 + Penalty 3345.079478 = -3682695.298571
  nChanged 60
		SP:Iteration 28Q (32636.150000 sec): 3 clusters
  Score: Raw -3686052.209781 + Penalty 3345.079478 = -3682707.130303
  nChanged 54
		SP:Iteration 29Q (32636.450000 sec): 3 clusters
  Score: Raw -3686060.921004 + Penalty 3345.079478 = -3682715.841526
  nChanged 49
		SP:Iteration 30Q (32636.760000 sec): 3 clusters
  Score: Raw -3686068.530060 + Penalty 3345.079478 = -3682723.450582
  nChanged 32
		SP:Iteration 31Q (32637.000000 sec): 3 clusters
  Score: Raw -3686073.829756 + Penalty 3345.079478 = -3682728.750279
  nChanged 27
		SP:Iteration 32Q (32637.310000 sec): 3 clusters
  Score: Raw -3686077.897334 + Penalty 3345.079478 = -3682732.817857
  nChanged 21
		SP:Iteration 33Q (32637.640000 sec): 3 clusters
  Score: Raw -3686080.704970 + Penalty 3345.079478 = -3682735.625493
  nChanged 23
		SP:Iteration 34Q (32637.970000 sec): 3 clusters
  Score: Raw -3686084.637414 + Penalty 3345.079478 = -3682739.557936
  nChanged 18
		SP:Iteration 35Q (32638.300000 sec): 3 clusters
  Score: Raw -3686087.046314 + Penalty 3345.079478 = -3682741.966836
  nChanged 22
		SP:Iteration 36Q (32638.650000 sec): 3 clusters
  Score: Raw -3686089.894106 + Penalty 3345.079478 = -3682744.814628
  nChanged 22
		SP:Iteration 37Q (32638.900000 sec): 3 clusters
  Score: Raw -3686093.140651 + Penalty 3345.079478 = -3682748.061173
  nChanged 21
		SP:Iteration 38Q (32639.210000 sec): 3 clusters
  Score: Raw -3686095.940619 + Penalty 3345.079478 = -3682750.861142
  nChanged 19
		SP:Iteration 39Q (32639.500000 sec): 3 clusters
  Score: Raw -3686097.939870 + Penalty 3345.079478 = -3682752.860393
  nChanged 14
		SP:Iteration 40F (32639.860000 sec): 3 clusters
  Score: Raw -3686099.851432 + Penalty 3345.079478 = -3682754.771955
  nChanged 11
		SP:Iteration 41Q (32640.210000 sec): 3 clusters
  Score: Raw -3686101.438884 + Penalty 3345.079478 = -3682756.359406
  nChanged 12
		SP:Iteration 42Q (32640.590000 sec): 3 clusters
  Score: Raw -3686103.085666 + Penalty 3345.079478 = -3682758.006189
  nChanged 10
		SP:Iteration 43Q (32640.890000 sec): 3 clusters
  Score: Raw -3686104.656255 + Penalty 3345.079478 = -3682759.576777
  nChanged 14
		SP:Iteration 44Q (32641.210000 sec): 3 clusters
  Score: Raw -3686106.766316 + Penalty 3345.079478 = -3682761.686838
  nChanged 13
		SP:Iteration 45Q (32641.500000 sec): 3 clusters
  Score: Raw -3686108.729409 + Penalty 3345.079478 = -3682763.649931
  nChanged 18
		SP:Iteration 46Q (32641.900000 sec): 3 clusters
  Score: Raw -3686111.417507 + Penalty 3345.079478 = -3682766.338029
  nChanged 26
		SP:Iteration 47Q (32642.200000 sec): 3 clusters
  Score: Raw -3686114.933862 + Penalty 3345.079478 = -3682769.854384
  nChanged 17
		SP:Iteration 48Q (32642.480000 sec): 3 clusters
  Score: Raw -3686116.991945 + Penalty 3345.079478 = -3682771.912467
  nChanged 17
		SP:Iteration 49Q (32642.800000 sec): 3 clusters
  Score: Raw -3686119.068886 + Penalty 3345.079478 = -3682773.989409
  nChanged 21
		SP:Iteration 50Q (32643.160000 sec): 3 clusters
  Score: Raw -3686122.100120 + Penalty 3345.079478 = -3682777.020642
  nChanged 14
		SP:Iteration 51Q (32643.590000 sec): 3 clusters
  Score: Raw -3686124.273653 + Penalty 3345.079478 = -3682779.194175
  nChanged 13
		SP:Iteration 52Q (32643.890000 sec): 3 clusters
  Score: Raw -3686125.891585 + Penalty 3345.079478 = -3682780.812107
  nChanged 14
		SP:Iteration 53Q (32644.230000 sec): 3 clusters
  Score: Raw -3686127.837398 + Penalty 3345.079478 = -3682782.757920
  nChanged 12
		SP:Iteration 54Q (32644.560000 sec): 3 clusters
  Score: Raw -3686129.064061 + Penalty 3345.079478 = -3682783.984583
  nChanged 10
		SP:Iteration 55Q (32644.880000 sec): 3 clusters
  Score: Raw -3686130.454634 + Penalty 3345.079478 = -3682785.375156
  nChanged 15
		SP:Iteration 56Q (32645.190000 sec): 3 clusters
  Score: Raw -3686132.801247 + Penalty 3345.079478 = -3682787.721769
  nChanged 14
		SP:Iteration 57Q (32645.520000 sec): 3 clusters
  Score: Raw -3686134.352140 + Penalty 3345.079478 = -3682789.272662
  nChanged 10
		SP:Iteration 58Q (32645.830000 sec): 3 clusters
  Score: Raw -3686135.722785 + Penalty 3345.079478 = -3682790.643307
  nChanged 11
		SP:Iteration 59Q (32646.140000 sec): 3 clusters
  Score: Raw -3686137.651712 + Penalty 3345.079478 = -3682792.572235
  nChanged 15
		SP:Iteration 60F (32646.450000 sec): 3 clusters
  Score: Raw -3686139.692737 + Penalty 3345.079478 = -3682794.613259
  nChanged 14
		SP:Iteration 61Q (32646.790000 sec): 3 clusters
  Score: Raw -3686141.954857 + Penalty 3345.079478 = -3682796.875379
  nChanged 17
		SP:Iteration 62Q (32647.080000 sec): 3 clusters
  Score: Raw -3686145.188577 + Penalty 3345.079478 = -3682800.109099
  nChanged 25
		SP:Iteration 63Q (32647.410000 sec): 3 clusters
  Score: Raw -3686149.501980 + Penalty 3345.079478 = -3682804.422503
  nChanged 20
		SP:Iteration 64Q (32647.710000 sec): 3 clusters
  Score: Raw -3686153.401394 + Penalty 3345.079478 = -3682808.321916
  nChanged 19
		SP:Iteration 65Q (32648.000000 sec): 3 clusters
  Score: Raw -3686157.121213 + Penalty 3345.079478 = -3682812.041736
  nChanged 22
		SP:Iteration 66Q (32648.330000 sec): 3 clusters
  Score: Raw -3686161.453181 + Penalty 3345.079478 = -3682816.373703
  nChanged 21
		SP:Iteration 67Q (32648.610000 sec): 3 clusters
  Score: Raw -3686165.258307 + Penalty 3345.079478 = -3682820.178829
  nChanged 23
		SP:Iteration 68Q (32648.950000 sec): 3 clusters
  Score: Raw -3686170.723540 + Penalty 3345.079478 = -3682825.644063
  nChanged 29
		SP:Iteration 69Q (32649.270000 sec): 3 clusters
  Score: Raw -3686177.229747 + Penalty 3345.079478 = -3682832.150270
  nChanged 36
		SP:Iteration 70Q (32649.610000 sec): 3 clusters
  Score: Raw -3686187.083074 + Penalty 3345.079478 = -3682842.003597
  nChanged 40
		SP:Iteration 71Q (32649.940000 sec): 3 clusters
  Score: Raw -3686195.335282 + Penalty 3345.079478 = -3682850.255804
  nChanged 32
		SP:Iteration 72Q (32650.270000 sec): 3 clusters
  Score: Raw -3686202.053841 + Penalty 3345.079478 = -3682856.974364
  nChanged 27
		SP:Iteration 73Q (32650.610000 sec): 3 clusters
  Score: Raw -3686207.268990 + Penalty 3345.079478 = -3682862.189513
  nChanged 27
		SP:Iteration 74Q (32650.950000 sec): 3 clusters
  Score: Raw -3686214.151330 + Penalty 3345.079478 = -3682869.071852
  nChanged 36
		SP:Iteration 75Q (32651.340000 sec): 3 clusters
  Score: Raw -3686223.851434 + Penalty 3345.079478 = -3682878.771956
  nChanged 36
		SP:Iteration 76Q (32651.670000 sec): 3 clusters
  Score: Raw -3686230.438145 + Penalty 3345.079478 = -3682885.358667
  nChanged 31
		SP:Iteration 77Q (32651.970000 sec): 3 clusters
  Score: Raw -3686235.969341 + Penalty 3345.079478 = -3682890.889863
  nChanged 28
		SP:Iteration 78Q (32652.270000 sec): 3 clusters
  Score: Raw -3686240.936580 + Penalty 3345.079478 = -3682895.857102
  nChanged 20
		SP:Iteration 79Q (32652.590000 sec): 3 clusters
  Score: Raw -3686244.688749 + Penalty 3345.079478 = -3682899.609272
  nChanged 21
		SP:Iteration 80F (32652.970000 sec): 3 clusters
  Score: Raw -3686249.110672 + Penalty 3345.079478 = -3682904.031195
  nChanged 25
		SP:Iteration 81Q (32653.300000 sec): 3 clusters
  Score: Raw -3686253.742206 + Penalty 3345.079478 = -3682908.662728
  nChanged 28
		SP:Iteration 82Q (32653.610000 sec): 3 clusters
  Score: Raw -3686258.426063 + Penalty 3345.079478 = -3682913.346585
  nChanged 18
		SP:Iteration 83Q (32653.880000 sec): 3 clusters
  Score: Raw -3686261.969135 + Penalty 3345.079478 = -3682916.889657
  nChanged 21
		SP:Iteration 84Q (32654.230000 sec): 3 clusters
  Score: Raw -3686265.493177 + Penalty 3345.079478 = -3682920.413700
  nChanged 11
		SP:Iteration 85Q (32654.550000 sec): 3 clusters
  Score: Raw -3686266.866725 + Penalty 3345.079478 = -3682921.787247
  nChanged 8
		SP:Iteration 86Q (32654.830000 sec): 3 clusters
  Score: Raw -3686268.035110 + Penalty 3345.079478 = -3682922.955632
  nChanged 7
		SP:Iteration 87Q (32655.140000 sec): 3 clusters
  Score: Raw -3686268.973513 + Penalty 3345.079478 = -3682923.894036
  nChanged 7
		SP:Iteration 88Q (32655.450000 sec): 3 clusters
  Score: Raw -3686270.270782 + Penalty 3345.079478 = -3682925.191304
  nChanged 6
		SP:Iteration 89Q (32655.720000 sec): 3 clusters
  Score: Raw -3686271.387996 + Penalty 3345.079478 = -3682926.308518
  nChanged 9
		SP:Iteration 90Q (32656.030000 sec): 3 clusters
  Score: Raw -3686272.648310 + Penalty 3345.079478 = -3682927.568832
  nChanged 8
		SP:Iteration 91Q (32656.290000 sec): 3 clusters
  Score: Raw -3686273.627436 + Penalty 3345.079478 = -3682928.547958
  nChanged 2
		SP:Iteration 92Q (32656.650000 sec): 3 clusters
  Score: Raw -3686273.739959 + Penalty 3345.079478 = -3682928.660481
  nChanged 0
		SP:Iteration 93F (32656.970000 sec): 3 clusters
  Score: Raw -3686273.739959 + Penalty 3345.079478 = -3682928.660481
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 34 (64580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32657.300000 sec): 2 clusters
  Score: Raw -7183727.840760 + Penalty 1799.794757 = -7181928.046003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32657.830000 sec): 3 clusters
  Score: Raw -7142484.194642 + Penalty 3599.589514 = -7138884.605128
  nChanged 30619
		SP:Iteration 1F (32658.340000 sec): 3 clusters
  Score: Raw -7160832.853212 + Penalty 3599.589514 = -7157233.263697
  nChanged 3030
		SP:Iteration 2Q (32658.870000 sec): 3 clusters
  Score: Raw -7162067.504576 + Penalty 3599.589514 = -7158467.915062
  nChanged 3239
		SP:Iteration 3F (32659.360000 sec): 3 clusters
  Score: Raw -7163461.548653 + Penalty 3599.589514 = -7159861.959138
  nChanged 3415
		SP:Iteration 4F (32659.910000 sec): 3 clusters
  Score: Raw -7165050.555054 + Penalty 3599.589514 = -7161450.965540
  nChanged 3406
		SP:Iteration 5F (32660.440000 sec): 3 clusters
  Score: Raw -7166630.098114 + Penalty 3599.589514 = -7163030.508599
  nChanged 3329
		SP:Iteration 6F (32660.950000 sec): 3 clusters
  Score: Raw -7168175.740167 + Penalty 3599.589514 = -7164576.150653
  nChanged 3112
		SP:Iteration 7Q (32661.560000 sec): 3 clusters
  Score: Raw -7169642.278113 + Penalty 3599.589514 = -7166042.688598
  nChanged 2876
		SP:Iteration 8Q (32662.120000 sec): 3 clusters
  Score: Raw -7170993.772078 + Penalty 3599.589514 = -7167394.182564
  nChanged 2664
		SP:Iteration 9Q (32662.670000 sec): 3 clusters
  Score: Raw -7172284.155973 + Penalty 3599.589514 = -7168684.566458
  nChanged 2397
		SP:Iteration 10Q (32663.180000 sec): 3 clusters
  Score: Raw -7173470.467412 + Penalty 3599.589514 = -7169870.877898
  nChanged 2036
		SP:Iteration 11Q (32663.660000 sec): 3 clusters
  Score: Raw -7174413.201916 + Penalty 3599.589514 = -7170813.612402
  nChanged 1686
		SP:Iteration 12Q (32664.230000 sec): 3 clusters
  Score: Raw -7175054.835892 + Penalty 3599.589514 = -7171455.246377
  nChanged 1352
		SP:Iteration 13Q (32664.800000 sec): 3 clusters
  Score: Raw -7175522.421973 + Penalty 3599.589514 = -7171922.832458
  nChanged 1076
		SP:Iteration 14Q (32665.460000 sec): 3 clusters
  Score: Raw -7175841.323945 + Penalty 3599.589514 = -7172241.734430
  nChanged 947
		SP:Iteration 15Q (32666.040000 sec): 3 clusters
  Score: Raw -7176091.456327 + Penalty 3599.589514 = -7172491.866812
  nChanged 937
		SP:Iteration 16Q (32666.610000 sec): 3 clusters
  Score: Raw -7176333.222908 + Penalty 3599.589514 = -7172733.633393
  nChanged 985
		SP:Iteration 17Q (32667.200000 sec): 3 clusters
  Score: Raw -7176596.269130 + Penalty 3599.589514 = -7172996.679615
  nChanged 1026
		SP:Iteration 18Q (32667.780000 sec): 3 clusters
  Score: Raw -7176877.861718 + Penalty 3599.589514 = -7173278.272204
  nChanged 1064
		SP:Iteration 19Q (32668.300000 sec): 3 clusters
  Score: Raw -7177199.754842 + Penalty 3599.589514 = -7173600.165328
  nChanged 1120
		SP:Iteration 20F (32668.800000 sec): 3 clusters
  Score: Raw -7177558.425908 + Penalty 3599.589514 = -7173958.836394
  nChanged 1130
		SP:Iteration 21Q (32669.310000 sec): 3 clusters
  Score: Raw -7177946.481843 + Penalty 3599.589514 = -7174346.892329
  nChanged 1168
		SP:Iteration 22Q (32669.880000 sec): 3 clusters
  Score: Raw -7178377.250187 + Penalty 3599.589514 = -7174777.660672
  nChanged 1147
		SP:Iteration 23Q (32670.420000 sec): 3 clusters
  Score: Raw -7178825.049096 + Penalty 3599.589514 = -7175225.459582
  nChanged 1175
		SP:Iteration 24Q (32670.900000 sec): 3 clusters
  Score: Raw -7179326.075344 + Penalty 3599.589514 = -7175726.485829
  nChanged 1171
		SP:Iteration 25Q (32671.420000 sec): 3 clusters
  Score: Raw -7179869.617674 + Penalty 3599.589514 = -7176270.028160
  nChanged 1102
		SP:Iteration 26Q (32671.880000 sec): 3 clusters
  Score: Raw -7180393.354587 + Penalty 3599.589514 = -7176793.765072
  nChanged 1049
		SP:Iteration 27Q (32672.400000 sec): 3 clusters
  Score: Raw -7180903.208566 + Penalty 3599.589514 = -7177303.619052
  nChanged 983
		SP:Iteration 28Q (32672.950000 sec): 3 clusters
  Score: Raw -7181404.530861 + Penalty 3599.589514 = -7177804.941346
  nChanged 920
		SP:Iteration 29Q (32673.420000 sec): 3 clusters
  Score: Raw -7181899.658146 + Penalty 3599.589514 = -7178300.068632
  nChanged 864
		SP:Iteration 30Q (32673.880000 sec): 3 clusters
  Score: Raw -7182363.366498 + Penalty 3599.589514 = -7178763.776983
  nChanged 747
		SP:Iteration 31Q (32674.420000 sec): 3 clusters
  Score: Raw -7182771.256087 + Penalty 3599.589514 = -7179171.666573
  nChanged 637
		SP:Iteration 32Q (32674.860000 sec): 3 clusters
  Score: Raw -7183113.883772 + Penalty 3599.589514 = -7179514.294258
  nChanged 512
		SP:Iteration 33Q (32675.420000 sec): 3 clusters
  Score: Raw -7183382.524616 + Penalty 3599.589514 = -7179782.935102
  nChanged 422
		SP:Iteration 34Q (32675.920000 sec): 3 clusters
  Score: Raw -7183614.743669 + Penalty 3599.589514 = -7180015.154155
  nChanged 340
		SP:Iteration 35Q (32676.400000 sec): 3 clusters
  Score: Raw -7183798.522451 + Penalty 3599.589514 = -7180198.932937
  nChanged 264
		SP:Iteration 36Q (32676.890000 sec): 3 clusters
  Score: Raw -7183937.386389 + Penalty 3599.589514 = -7180337.796874
  nChanged 183
		SP:Iteration 37Q (32677.380000 sec): 3 clusters
  Score: Raw -7184031.410943 + Penalty 3599.589514 = -7180431.821429
  nChanged 138
		SP:Iteration 38Q (32677.860000 sec): 3 clusters
  Score: Raw -7184095.079835 + Penalty 3599.589514 = -7180495.490320
  nChanged 107
		SP:Iteration 39Q (32678.340000 sec): 3 clusters
  Score: Raw -7184139.367004 + Penalty 3599.589514 = -7180539.777490
  nChanged 73
		SP:Iteration 40F (32678.810000 sec): 3 clusters
  Score: Raw -7184168.876733 + Penalty 3599.589514 = -7180569.287218
  nChanged 55
		SP:Iteration 41Q (32679.330000 sec): 3 clusters
  Score: Raw -7184190.891562 + Penalty 3599.589514 = -7180591.302047
  nChanged 47
		SP:Iteration 42Q (32679.790000 sec): 3 clusters
  Score: Raw -7184209.502298 + Penalty 3599.589514 = -7180609.912783
  nChanged 41
		SP:Iteration 43Q (32680.210000 sec): 3 clusters
  Score: Raw -7184224.308160 + Penalty 3599.589514 = -7180624.718646
  nChanged 37
		SP:Iteration 44Q (32680.660000 sec): 3 clusters
  Score: Raw -7184236.620211 + Penalty 3599.589514 = -7180637.030697
  nChanged 21
		SP:Iteration 45Q (32681.160000 sec): 3 clusters
  Score: Raw -7184244.561210 + Penalty 3599.589514 = -7180644.971695
  nChanged 19
		SP:Iteration 46Q (32681.650000 sec): 3 clusters
  Score: Raw -7184249.312503 + Penalty 3599.589514 = -7180649.722989
  nChanged 12
		SP:Iteration 47Q (32682.130000 sec): 3 clusters
  Score: Raw -7184252.454154 + Penalty 3599.589514 = -7180652.864639
  nChanged 8
		SP:Iteration 48Q (32682.640000 sec): 3 clusters
  Score: Raw -7184254.492326 + Penalty 3599.589514 = -7180654.902811
  nChanged 8
		SP:Iteration 49Q (32683.070000 sec): 3 clusters
  Score: Raw -7184256.271821 + Penalty 3599.589514 = -7180656.682306
  nChanged 7
		SP:Iteration 50Q (32683.540000 sec): 3 clusters
  Score: Raw -7184257.889228 + Penalty 3599.589514 = -7180658.299714
  nChanged 4
		SP:Iteration 51Q (32684.050000 sec): 3 clusters
  Score: Raw -7184258.724397 + Penalty 3599.589514 = -7180659.134883
  nChanged 2
		SP:Iteration 52Q (32684.520000 sec): 3 clusters
  Score: Raw -7184259.018418 + Penalty 3599.589514 = -7180659.428904
  nChanged 1
		SP:Iteration 53Q (32684.980000 sec): 3 clusters
  Score: Raw -7184259.399387 + Penalty 3599.589514 = -7180659.809873
  nChanged 3
		SP:Iteration 54Q (32685.440000 sec): 3 clusters
  Score: Raw -7184259.834176 + Penalty 3599.589514 = -7180660.244662
  nChanged 0
		SP:Iteration 55F (32685.900000 sec): 3 clusters
  Score: Raw -7184259.834176 + Penalty 3599.589514 = -7180660.244662
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 35 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32686.080000 sec): 2 clusters
  Score: Raw -50496.977867 + Penalty 1023.877692 = -49473.100175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32686.240000 sec): 3 clusters
  Score: Raw -50467.046445 + Penalty 2047.755383 = -48419.291062
  nChanged 132
		SP:Iteration 1F (32686.490000 sec): 3 clusters
  Score: Raw -50723.372716 + Penalty 2047.755383 = -48675.617333
  nChanged 58
		SP:Iteration 2F (32686.700000 sec): 3 clusters
  Score: Raw -50847.344714 + Penalty 2047.755383 = -48799.589331
  nChanged 27
		SP:Iteration 3Q (32686.860000 sec): 3 clusters
  Score: Raw -50909.234353 + Penalty 2047.755383 = -48861.478969
  nChanged 20
		SP:Iteration 4Q (32687.060000 sec): 3 clusters
  Score: Raw -50947.121929 + Penalty 2047.755383 = -48899.366546
  nChanged 10
		SP:Iteration 5Q (32687.230000 sec): 3 clusters
  Score: Raw -50970.268840 + Penalty 2047.755383 = -48922.513457
  nChanged 3
		SP:Iteration 6Q (32687.450000 sec): 3 clusters
  Score: Raw -50974.356883 + Penalty 2047.755383 = -48926.601500
  nChanged 1
		SP:Iteration 7Q (32687.640000 sec): 3 clusters
  Score: Raw -50974.780791 + Penalty 2047.755383 = -48927.025408
  nChanged 0
		SP:Iteration 8F (32687.830000 sec): 3 clusters
  Score: Raw -50974.780791 + Penalty 2047.755383 = -48927.025408
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 36 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32687.920000 sec): 2 clusters
  Score: Raw -52361.812556 + Penalty 995.970659 = -51365.841896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32688.090000 sec): 3 clusters
  Score: Raw -52329.187141 + Penalty 1991.941318 = -50337.245823
  nChanged 92
		SP:Iteration 1F (32688.260000 sec): 3 clusters
  Score: Raw -52493.690642 + Penalty 1991.941318 = -50501.749324
  nChanged 25
		SP:Iteration 2F (32688.470000 sec): 3 clusters
  Score: Raw -52536.027225 + Penalty 1991.941318 = -50544.085906
  nChanged 16
		SP:Iteration 3Q (32688.610000 sec): 3 clusters
  Score: Raw -52568.305347 + Penalty 1991.941318 = -50576.364029
  nChanged 11
		SP:Iteration 4Q (32688.830000 sec): 3 clusters
  Score: Raw -52583.534430 + Penalty 1991.941318 = -50591.593112
  nChanged 3
		SP:Iteration 5Q (32688.980000 sec): 3 clusters
  Score: Raw -52589.293751 + Penalty 1991.941318 = -50597.352433
  nChanged 4
		SP:Iteration 6Q (32689.130000 sec): 3 clusters
  Score: Raw -52597.602691 + Penalty 1991.941318 = -50605.661373
  nChanged 6
		SP:Iteration 7Q (32689.320000 sec): 3 clusters
  Score: Raw -52610.500554 + Penalty 1991.941318 = -50618.559236
  nChanged 5
		SP:Iteration 8Q (32689.550000 sec): 3 clusters
  Score: Raw -52622.675541 + Penalty 1991.941318 = -50630.734223
  nChanged 4
		SP:Iteration 9Q (32689.740000 sec): 3 clusters
  Score: Raw -52636.491322 + Penalty 1991.941318 = -50644.550004
  nChanged 4
		SP:Iteration 10Q (32689.940000 sec): 3 clusters
  Score: Raw -52643.284347 + Penalty 1991.941318 = -50651.343028
  nChanged 2
		SP:Iteration 11Q (32690.120000 sec): 3 clusters
  Score: Raw -52644.967330 + Penalty 1991.941318 = -50653.026012
  nChanged 1
		SP:Iteration 12Q (32690.240000 sec): 3 clusters
  Score: Raw -52647.591166 + Penalty 1991.941318 = -50655.649847
  nChanged 3
		SP:Iteration 13Q (32690.450000 sec): 3 clusters
  Score: Raw -52652.710393 + Penalty 1991.941318 = -50660.769075
  nChanged 2
		SP:Iteration 14Q (32690.610000 sec): 3 clusters
  Score: Raw -52656.309732 + Penalty 1991.941318 = -50664.368413
  nChanged 3
		SP:Iteration 15Q (32690.790000 sec): 3 clusters
  Score: Raw -52659.553528 + Penalty 1991.941318 = -50667.612210
  nChanged 1
		SP:Iteration 16Q (32690.990000 sec): 3 clusters
  Score: Raw -52660.136872 + Penalty 1991.941318 = -50668.195554
  nChanged 1
		SP:Iteration 17Q (32691.170000 sec): 3 clusters
  Score: Raw -52663.659133 + Penalty 1991.941318 = -50671.717815
  nChanged 2
		SP:Iteration 18Q (32691.360000 sec): 3 clusters
  Score: Raw -52666.881898 + Penalty 1991.941318 = -50674.940580
  nChanged 2
		SP:Iteration 19Q (32691.550000 sec): 3 clusters
  Score: Raw -52672.017901 + Penalty 1991.941318 = -50680.076582
  nChanged 3
		SP:Iteration 20F (32691.720000 sec): 3 clusters
  Score: Raw -52674.935589 + Penalty 1991.941318 = -50682.994270
  nChanged 1
		SP:Iteration 21Q (32691.920000 sec): 3 clusters
  Score: Raw -52675.745599 + Penalty 1991.941318 = -50683.804281
  nChanged 1
		SP:Iteration 22Q (32692.100000 sec): 3 clusters
  Score: Raw -52680.027889 + Penalty 1991.941318 = -50688.086570
  nChanged 2
		SP:Iteration 23Q (32692.290000 sec): 3 clusters
  Score: Raw -52683.351510 + Penalty 1991.941318 = -50691.410192
  nChanged 1
		SP:Iteration 24Q (32692.490000 sec): 3 clusters
  Score: Raw -52686.300467 + Penalty 1991.941318 = -50694.359149
  nChanged 1
		SP:Iteration 25Q (32692.700000 sec): 3 clusters
  Score: Raw -52688.166871 + Penalty 1991.941318 = -50696.225552
  nChanged 1
		SP:Iteration 26Q (32692.900000 sec): 3 clusters
  Score: Raw -52691.775259 + Penalty 1991.941318 = -50699.833941
  nChanged 0
		SP:Iteration 27F (32693.110000 sec): 3 clusters
  Score: Raw -52691.775259 + Penalty 1991.941318 = -50699.833941
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 37 (44255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32693.470000 sec): 2 clusters
  Score: Raw -4997203.754337 + Penalty 1738.380091 = -4995465.374246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32693.860000 sec): 3 clusters
  Score: Raw -4969347.814319 + Penalty 3476.760182 = -4965871.054137
  nChanged 20827
		SP:Iteration 1F (32694.300000 sec): 3 clusters
  Score: Raw -4980804.947408 + Penalty 3476.760182 = -4977328.187226
  nChanged 2057
		SP:Iteration 2Q (32694.680000 sec): 3 clusters
  Score: Raw -4981488.898782 + Penalty 3476.760182 = -4978012.138600
  nChanged 2111
		SP:Iteration 3Q (32695.090000 sec): 3 clusters
  Score: Raw -4982262.280911 + Penalty 3476.760182 = -4978785.520729
  nChanged 2170
		SP:Iteration 4Q (32695.460000 sec): 3 clusters
  Score: Raw -4983081.454886 + Penalty 3476.760182 = -4979604.694703
  nChanged 2180
		SP:Iteration 5Q (32695.850000 sec): 3 clusters
  Score: Raw -4983964.537692 + Penalty 3476.760182 = -4980487.777509
  nChanged 2144
		SP:Iteration 6Q (32696.250000 sec): 3 clusters
  Score: Raw -4984924.175481 + Penalty 3476.760182 = -4981447.415299
  nChanged 2233
		SP:Iteration 7F (32696.700000 sec): 3 clusters
  Score: Raw -4985978.846915 + Penalty 3476.760182 = -4982502.086733
  nChanged 2094
		SP:Iteration 8Q (32697.080000 sec): 3 clusters
  Score: Raw -4987140.516564 + Penalty 3476.760182 = -4983663.756381
  nChanged 2050
		SP:Iteration 9Q (32697.460000 sec): 3 clusters
  Score: Raw -4988397.930392 + Penalty 3476.760182 = -4984921.170210
  nChanged 2006
		SP:Iteration 10Q (32697.820000 sec): 3 clusters
  Score: Raw -4989729.688623 + Penalty 3476.760182 = -4986252.928440
  nChanged 1837
		SP:Iteration 11Q (32698.190000 sec): 3 clusters
  Score: Raw -4990964.946619 + Penalty 3476.760182 = -4987488.186436
  nChanged 1670
		SP:Iteration 12Q (32698.560000 sec): 3 clusters
  Score: Raw -4992033.219094 + Penalty 3476.760182 = -4988556.458912
  nChanged 1386
		SP:Iteration 13Q (32698.900000 sec): 3 clusters
  Score: Raw -4992796.505913 + Penalty 3476.760182 = -4989319.745730
  nChanged 1090
		SP:Iteration 14Q (32699.330000 sec): 3 clusters
  Score: Raw -4993322.996443 + Penalty 3476.760182 = -4989846.236261
  nChanged 932
		SP:Iteration 15Q (32699.760000 sec): 3 clusters
  Score: Raw -4993733.226246 + Penalty 3476.760182 = -4990256.466064
  nChanged 856
		SP:Iteration 16Q (32700.210000 sec): 3 clusters
  Score: Raw -4994086.598642 + Penalty 3476.760182 = -4990609.838460
  nChanged 789
		SP:Iteration 17Q (32700.610000 sec): 3 clusters
  Score: Raw -4994409.815592 + Penalty 3476.760182 = -4990933.055409
  nChanged 736
		SP:Iteration 18Q (32700.980000 sec): 3 clusters
  Score: Raw -4994712.735120 + Penalty 3476.760182 = -4991235.974937
  nChanged 694
		SP:Iteration 19Q (32701.340000 sec): 3 clusters
  Score: Raw -4995000.156633 + Penalty 3476.760182 = -4991523.396450
  nChanged 706
		SP:Iteration 20F (32701.740000 sec): 3 clusters
  Score: Raw -4995302.210910 + Penalty 3476.760182 = -4991825.450728
  nChanged 674
		SP:Iteration 21Q (32702.120000 sec): 3 clusters
  Score: Raw -4995600.872121 + Penalty 3476.760182 = -4992124.111938
  nChanged 653
		SP:Iteration 22Q (32702.500000 sec): 3 clusters
  Score: Raw -4995911.404322 + Penalty 3476.760182 = -4992434.644140
  nChanged 598
		SP:Iteration 23Q (32702.900000 sec): 3 clusters
  Score: Raw -4996208.738455 + Penalty 3476.760182 = -4992731.978272
  nChanged 550
		SP:Iteration 24Q (32703.260000 sec): 3 clusters
  Score: Raw -4996478.531434 + Penalty 3476.760182 = -4993001.771251
  nChanged 462
		SP:Iteration 25Q (32703.610000 sec): 3 clusters
  Score: Raw -4996702.938599 + Penalty 3476.760182 = -4993226.178417
  nChanged 399
		SP:Iteration 26Q (32703.980000 sec): 3 clusters
  Score: Raw -4996890.981314 + Penalty 3476.760182 = -4993414.221131
  nChanged 330
		SP:Iteration 27Q (32704.390000 sec): 3 clusters
  Score: Raw -4997053.987752 + Penalty 3476.760182 = -4993577.227569
  nChanged 291
		SP:Iteration 28Q (32704.740000 sec): 3 clusters
  Score: Raw -4997199.318507 + Penalty 3476.760182 = -4993722.558324
  nChanged 229
		SP:Iteration 29Q (32705.120000 sec): 3 clusters
  Score: Raw -4997294.434232 + Penalty 3476.760182 = -4993817.674050
  nChanged 159
		SP:Iteration 30Q (32705.520000 sec): 3 clusters
  Score: Raw -4997360.519623 + Penalty 3476.760182 = -4993883.759441
  nChanged 132
		SP:Iteration 31Q (32705.870000 sec): 3 clusters
  Score: Raw -4997414.495673 + Penalty 3476.760182 = -4993937.735490
  nChanged 98
		SP:Iteration 32Q (32706.240000 sec): 3 clusters
  Score: Raw -4997450.957522 + Penalty 3476.760182 = -4993974.197340
  nChanged 85
		SP:Iteration 33Q (32706.550000 sec): 3 clusters
  Score: Raw -4997482.647228 + Penalty 3476.760182 = -4994005.887046
  nChanged 77
		SP:Iteration 34Q (32706.960000 sec): 3 clusters
  Score: Raw -4997514.897139 + Penalty 3476.760182 = -4994038.136957
  nChanged 65
		SP:Iteration 35Q (32707.280000 sec): 3 clusters
  Score: Raw -4997540.762360 + Penalty 3476.760182 = -4994064.002178
  nChanged 67
		SP:Iteration 36Q (32707.640000 sec): 3 clusters
  Score: Raw -4997570.037251 + Penalty 3476.760182 = -4994093.277068
  nChanged 55
		SP:Iteration 37Q (32708.050000 sec): 3 clusters
  Score: Raw -4997593.105444 + Penalty 3476.760182 = -4994116.345261
  nChanged 37
		SP:Iteration 38Q (32708.430000 sec): 3 clusters
  Score: Raw -4997604.450467 + Penalty 3476.760182 = -4994127.690284
  nChanged 20
		SP:Iteration 39Q (32708.780000 sec): 3 clusters
  Score: Raw -4997611.243345 + Penalty 3476.760182 = -4994134.483163
  nChanged 18
		SP:Iteration 40F (32709.220000 sec): 3 clusters
  Score: Raw -4997615.681472 + Penalty 3476.760182 = -4994138.921290
  nChanged 15
		SP:Iteration 41Q (32709.680000 sec): 3 clusters
  Score: Raw -4997620.646954 + Penalty 3476.760182 = -4994143.886771
  nChanged 13
		SP:Iteration 42Q (32710.050000 sec): 3 clusters
  Score: Raw -4997624.383265 + Penalty 3476.760182 = -4994147.623083
  nChanged 12
		SP:Iteration 43Q (32710.410000 sec): 3 clusters
  Score: Raw -4997627.317514 + Penalty 3476.760182 = -4994150.557332
  nChanged 9
		SP:Iteration 44Q (32710.840000 sec): 3 clusters
  Score: Raw -4997628.802180 + Penalty 3476.760182 = -4994152.041997
  nChanged 6
		SP:Iteration 45Q (32711.220000 sec): 3 clusters
  Score: Raw -4997630.335120 + Penalty 3476.760182 = -4994153.574938
  nChanged 6
		SP:Iteration 46Q (32711.630000 sec): 3 clusters
  Score: Raw -4997631.680682 + Penalty 3476.760182 = -4994154.920500
  nChanged 5
		SP:Iteration 47Q (32712.060000 sec): 3 clusters
  Score: Raw -4997633.714857 + Penalty 3476.760182 = -4994156.954674
  nChanged 6
		SP:Iteration 48Q (32712.550000 sec): 3 clusters
  Score: Raw -4997635.165372 + Penalty 3476.760182 = -4994158.405189
  nChanged 7
		SP:Iteration 49Q (32712.910000 sec): 3 clusters
  Score: Raw -4997637.180193 + Penalty 3476.760182 = -4994160.420011
  nChanged 3
		SP:Iteration 50Q (32713.350000 sec): 3 clusters
  Score: Raw -4997638.593511 + Penalty 3476.760182 = -4994161.833329
  nChanged 7
		SP:Iteration 51Q (32713.700000 sec): 3 clusters
  Score: Raw -4997640.696471 + Penalty 3476.760182 = -4994163.936289
  nChanged 7
		SP:Iteration 52Q (32714.060000 sec): 3 clusters
  Score: Raw -4997642.424345 + Penalty 3476.760182 = -4994165.664163
  nChanged 4
		SP:Iteration 53Q (32714.440000 sec): 3 clusters
  Score: Raw -4997643.549187 + Penalty 3476.760182 = -4994166.789004
  nChanged 3
		SP:Iteration 54Q (32714.900000 sec): 3 clusters
  Score: Raw -4997644.225499 + Penalty 3476.760182 = -4994167.465317
  nChanged 1
		SP:Iteration 55Q (32715.300000 sec): 3 clusters
  Score: Raw -4997644.290782 + Penalty 3476.760182 = -4994167.530599
  nChanged 1
		SP:Iteration 56Q (32715.680000 sec): 3 clusters
  Score: Raw -4997644.565420 + Penalty 3476.760182 = -4994167.805237
  nChanged 0
		SP:Iteration 57F (32716.050000 sec): 3 clusters
  Score: Raw -4997644.565420 + Penalty 3476.760182 = -4994167.805237
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 38 (7642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32716.180000 sec): 2 clusters
  Score: Raw -935959.243169 + Penalty 1452.979877 = -934506.263292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32716.440000 sec): 3 clusters
  Score: Raw -931684.178188 + Penalty 2905.959754 = -928778.218434
  nChanged 3255
		SP:Iteration 1F (32716.640000 sec): 3 clusters
  Score: Raw -933458.587541 + Penalty 2905.959754 = -930552.627787
  nChanged 547
		SP:Iteration 2F (32716.830000 sec): 3 clusters
  Score: Raw -933734.888103 + Penalty 2905.959754 = -930828.928349
  nChanged 447
		SP:Iteration 3F (32717.050000 sec): 3 clusters
  Score: Raw -933960.511132 + Penalty 2905.959754 = -931054.551377
  nChanged 366
		SP:Iteration 4Q (32717.280000 sec): 3 clusters
  Score: Raw -934111.213661 + Penalty 2905.959754 = -931205.253907
  nChanged 304
		SP:Iteration 5Q (32717.530000 sec): 3 clusters
  Score: Raw -934239.389830 + Penalty 2905.959754 = -931333.430076
  nChanged 256
		SP:Iteration 6Q (32717.740000 sec): 3 clusters
  Score: Raw -934345.054868 + Penalty 2905.959754 = -931439.095114
  nChanged 248
		SP:Iteration 7Q (32717.930000 sec): 3 clusters
  Score: Raw -934435.454059 + Penalty 2905.959754 = -931529.494305
  nChanged 192
		SP:Iteration 8Q (32718.170000 sec): 3 clusters
  Score: Raw -934502.853520 + Penalty 2905.959754 = -931596.893766
  nChanged 180
		SP:Iteration 9Q (32718.370000 sec): 3 clusters
  Score: Raw -934563.884264 + Penalty 2905.959754 = -931657.924509
  nChanged 185
		SP:Iteration 10Q (32718.590000 sec): 3 clusters
  Score: Raw -934625.570183 + Penalty 2905.959754 = -931719.610429
  nChanged 158
		SP:Iteration 11Q (32718.790000 sec): 3 clusters
  Score: Raw -934681.405045 + Penalty 2905.959754 = -931775.445291
  nChanged 146
		SP:Iteration 12Q (32719.010000 sec): 3 clusters
  Score: Raw -934730.149607 + Penalty 2905.959754 = -931824.189853
  nChanged 136
		SP:Iteration 13Q (32719.220000 sec): 3 clusters
  Score: Raw -934772.533656 + Penalty 2905.959754 = -931866.573902
  nChanged 133
		SP:Iteration 14Q (32719.500000 sec): 3 clusters
  Score: Raw -934810.943363 + Penalty 2905.959754 = -931904.983608
  nChanged 115
		SP:Iteration 15Q (32719.720000 sec): 3 clusters
  Score: Raw -934844.271998 + Penalty 2905.959754 = -931938.312244
  nChanged 102
		SP:Iteration 16Q (32719.910000 sec): 3 clusters
  Score: Raw -934878.220567 + Penalty 2905.959754 = -931972.260813
  nChanged 123
		SP:Iteration 17Q (32720.150000 sec): 3 clusters
  Score: Raw -934918.781098 + Penalty 2905.959754 = -932012.821344
  nChanged 113
		SP:Iteration 18Q (32720.320000 sec): 3 clusters
  Score: Raw -934954.916593 + Penalty 2905.959754 = -932048.956839
  nChanged 117
		SP:Iteration 19Q (32720.630000 sec): 3 clusters
  Score: Raw -934996.493206 + Penalty 2905.959754 = -932090.533452
  nChanged 132
		SP:Iteration 20F (32720.900000 sec): 3 clusters
  Score: Raw -935046.574465 + Penalty 2905.959754 = -932140.614711
  nChanged 142
		SP:Iteration 21Q (32721.130000 sec): 3 clusters
  Score: Raw -935099.044440 + Penalty 2905.959754 = -932193.084686
  nChanged 134
		SP:Iteration 22Q (32721.320000 sec): 3 clusters
  Score: Raw -935154.430648 + Penalty 2905.959754 = -932248.470894
  nChanged 136
		SP:Iteration 23Q (32721.540000 sec): 3 clusters
  Score: Raw -935208.014490 + Penalty 2905.959754 = -932302.054735
  nChanged 131
		SP:Iteration 24Q (32721.790000 sec): 3 clusters
  Score: Raw -935255.204693 + Penalty 2905.959754 = -932349.244939
  nChanged 107
		SP:Iteration 25Q (32721.990000 sec): 3 clusters
  Score: Raw -935293.994314 + Penalty 2905.959754 = -932388.034560
  nChanged 100
		SP:Iteration 26Q (32722.260000 sec): 3 clusters
  Score: Raw -935328.094290 + Penalty 2905.959754 = -932422.134535
  nChanged 80
		SP:Iteration 27Q (32722.450000 sec): 3 clusters
  Score: Raw -935353.724831 + Penalty 2905.959754 = -932447.765077
  nChanged 72
		SP:Iteration 28Q (32722.670000 sec): 3 clusters
  Score: Raw -935376.209673 + Penalty 2905.959754 = -932470.249919
  nChanged 69
		SP:Iteration 29Q (32722.880000 sec): 3 clusters
  Score: Raw -935398.940503 + Penalty 2905.959754 = -932492.980749
  nChanged 68
		SP:Iteration 30Q (32723.160000 sec): 3 clusters
  Score: Raw -935427.385255 + Penalty 2905.959754 = -932521.425501
  nChanged 78
		SP:Iteration 31Q (32723.340000 sec): 3 clusters
  Score: Raw -935453.238823 + Penalty 2905.959754 = -932547.279069
  nChanged 73
		SP:Iteration 32Q (32723.600000 sec): 3 clusters
  Score: Raw -935476.217886 + Penalty 2905.959754 = -932570.258132
  nChanged 73
		SP:Iteration 33Q (32723.860000 sec): 3 clusters
  Score: Raw -935499.449805 + Penalty 2905.959754 = -932593.490051
  nChanged 74
		SP:Iteration 34Q (32724.100000 sec): 3 clusters
  Score: Raw -935525.478644 + Penalty 2905.959754 = -932619.518889
  nChanged 82
		SP:Iteration 35Q (32724.320000 sec): 3 clusters
  Score: Raw -935556.040489 + Penalty 2905.959754 = -932650.080735
  nChanged 84
		SP:Iteration 36Q (32724.580000 sec): 3 clusters
  Score: Raw -935588.489084 + Penalty 2905.959754 = -932682.529330
  nChanged 85
		SP:Iteration 37Q (32724.800000 sec): 3 clusters
  Score: Raw -935620.610182 + Penalty 2905.959754 = -932714.650428
  nChanged 69
		SP:Iteration 38Q (32725.060000 sec): 3 clusters
  Score: Raw -935649.533757 + Penalty 2905.959754 = -932743.574003
  nChanged 67
		SP:Iteration 39Q (32725.330000 sec): 3 clusters
  Score: Raw -935672.770952 + Penalty 2905.959754 = -932766.811198
  nChanged 60
		SP:Iteration 40F (32725.540000 sec): 3 clusters
  Score: Raw -935694.459490 + Penalty 2905.959754 = -932788.499736
  nChanged 67
		SP:Iteration 41Q (32725.770000 sec): 3 clusters
  Score: Raw -935716.832475 + Penalty 2905.959754 = -932810.872721
  nChanged 64
		SP:Iteration 42Q (32725.990000 sec): 3 clusters
  Score: Raw -935741.429693 + Penalty 2905.959754 = -932835.469939
  nChanged 65
		SP:Iteration 43Q (32726.170000 sec): 3 clusters
  Score: Raw -935769.551856 + Penalty 2905.959754 = -932863.592102
  nChanged 54
		SP:Iteration 44Q (32726.370000 sec): 3 clusters
  Score: Raw -935789.721576 + Penalty 2905.959754 = -932883.761822
  nChanged 61
		SP:Iteration 45Q (32726.540000 sec): 3 clusters
  Score: Raw -935815.621852 + Penalty 2905.959754 = -932909.662098
  nChanged 55
		SP:Iteration 46Q (32726.750000 sec): 3 clusters
  Score: Raw -935833.624741 + Penalty 2905.959754 = -932927.664987
  nChanged 57
		SP:Iteration 47Q (32726.990000 sec): 3 clusters
  Score: Raw -935856.356825 + Penalty 2905.959754 = -932950.397071
  nChanged 54
		SP:Iteration 48Q (32727.220000 sec): 3 clusters
  Score: Raw -935880.340948 + Penalty 2905.959754 = -932974.381194
  nChanged 62
		SP:Iteration 49Q (32727.390000 sec): 3 clusters
  Score: Raw -935903.104532 + Penalty 2905.959754 = -932997.144778
  nChanged 38
		SP:Iteration 50Q (32727.640000 sec): 3 clusters
  Score: Raw -935919.726819 + Penalty 2905.959754 = -933013.767064
  nChanged 53
		SP:Iteration 51Q (32727.840000 sec): 3 clusters
  Score: Raw -935942.979114 + Penalty 2905.959754 = -933037.019360
  nChanged 52
		SP:Iteration 52Q (32728.110000 sec): 3 clusters
  Score: Raw -935966.465278 + Penalty 2905.959754 = -933060.505524
  nChanged 49
		SP:Iteration 53Q (32728.300000 sec): 3 clusters
  Score: Raw -935987.052554 + Penalty 2905.959754 = -933081.092800
  nChanged 56
		SP:Iteration 54Q (32728.550000 sec): 3 clusters
  Score: Raw -936015.912291 + Penalty 2905.959754 = -933109.952536
  nChanged 58
		SP:Iteration 55Q (32728.800000 sec): 3 clusters
  Score: Raw -936054.693450 + Penalty 2905.959754 = -933148.733696
  nChanged 58
		SP:Iteration 56Q (32729.000000 sec): 3 clusters
  Score: Raw -936090.368458 + Penalty 2905.959754 = -933184.408704
  nChanged 52
		SP:Iteration 57Q (32729.270000 sec): 3 clusters
  Score: Raw -936122.033297 + Penalty 2905.959754 = -933216.073543
  nChanged 49
		SP:Iteration 58Q (32729.490000 sec): 3 clusters
  Score: Raw -936149.170109 + Penalty 2905.959754 = -933243.210355
  nChanged 39
		SP:Iteration 59Q (32729.700000 sec): 3 clusters
  Score: Raw -936166.313729 + Penalty 2905.959754 = -933260.353975
  nChanged 36
		SP:Iteration 60F (32729.940000 sec): 3 clusters
  Score: Raw -936182.999541 + Penalty 2905.959754 = -933277.039787
  nChanged 28
		SP:Iteration 61Q (32730.140000 sec): 3 clusters
  Score: Raw -936198.499905 + Penalty 2905.959754 = -933292.540151
  nChanged 28
		SP:Iteration 62Q (32730.370000 sec): 3 clusters
  Score: Raw -936218.308615 + Penalty 2905.959754 = -933312.348861
  nChanged 36
		SP:Iteration 63Q (32730.640000 sec): 3 clusters
  Score: Raw -936243.153152 + Penalty 2905.959754 = -933337.193398
  nChanged 35
		SP:Iteration 64Q (32730.850000 sec): 3 clusters
  Score: Raw -936268.940191 + Penalty 2905.959754 = -933362.980437
  nChanged 30
		SP:Iteration 65Q (32731.070000 sec): 3 clusters
  Score: Raw -936287.897815 + Penalty 2905.959754 = -933381.938061
  nChanged 33
		SP:Iteration 66Q (32731.290000 sec): 3 clusters
  Score: Raw -936308.174625 + Penalty 2905.959754 = -933402.214871
  nChanged 32
		SP:Iteration 67Q (32731.490000 sec): 3 clusters
  Score: Raw -936324.645951 + Penalty 2905.959754 = -933418.686197
  nChanged 24
		SP:Iteration 68Q (32731.730000 sec): 3 clusters
  Score: Raw -936336.783255 + Penalty 2905.959754 = -933430.823501
  nChanged 12
		SP:Iteration 69Q (32731.940000 sec): 3 clusters
  Score: Raw -936343.169141 + Penalty 2905.959754 = -933437.209387
  nChanged 14
		SP:Iteration 70Q (32732.180000 sec): 3 clusters
  Score: Raw -936349.496704 + Penalty 2905.959754 = -933443.536950
  nChanged 15
		SP:Iteration 71Q (32732.430000 sec): 3 clusters
  Score: Raw -936354.377787 + Penalty 2905.959754 = -933448.418033
  nChanged 5
		SP:Iteration 72Q (32732.670000 sec): 3 clusters
  Score: Raw -936355.672737 + Penalty 2905.959754 = -933449.712982
  nChanged 5
		SP:Iteration 73Q (32732.900000 sec): 3 clusters
  Score: Raw -936357.273757 + Penalty 2905.959754 = -933451.314003
  nChanged 6
		SP:Iteration 74Q (32733.170000 sec): 3 clusters
  Score: Raw -936359.628169 + Penalty 2905.959754 = -933453.668415
  nChanged 5
		SP:Iteration 75Q (32733.410000 sec): 3 clusters
  Score: Raw -936361.393503 + Penalty 2905.959754 = -933455.433749
  nChanged 4
		SP:Iteration 76Q (32733.630000 sec): 3 clusters
  Score: Raw -936362.757962 + Penalty 2905.959754 = -933456.798208
  nChanged 0
		SP:Iteration 77F (32733.850000 sec): 3 clusters
  Score: Raw -936362.757962 + Penalty 2905.959754 = -933456.798208
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 39 (20631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32734.020000 sec): 2 clusters
  Score: Raw -2485738.997405 + Penalty 1614.364388 = -2484124.633017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32734.330000 sec): 3 clusters
  Score: Raw -2473247.697090 + Penalty 3228.728775 = -2470018.968314
  nChanged 9360
		SP:Iteration 1F (32734.620000 sec): 3 clusters
  Score: Raw -2478682.632406 + Penalty 3228.728775 = -2475453.903631
  nChanged 1171
		SP:Iteration 2F (32734.850000 sec): 3 clusters
  Score: Raw -2479190.383832 + Penalty 3228.728775 = -2475961.655057
  nChanged 1110
		SP:Iteration 3F (32735.170000 sec): 3 clusters
  Score: Raw -2479708.321209 + Penalty 3228.728775 = -2476479.592433
  nChanged 1043
		SP:Iteration 4F (32735.430000 sec): 3 clusters
  Score: Raw -2480211.671713 + Penalty 3228.728775 = -2476982.942938
  nChanged 1034
		SP:Iteration 5F (32735.770000 sec): 3 clusters
  Score: Raw -2480766.947940 + Penalty 3228.728775 = -2477538.219165
  nChanged 1020
		SP:Iteration 6Q (32736.040000 sec): 3 clusters
  Score: Raw -2481398.416810 + Penalty 3228.728775 = -2478169.688035
  nChanged 1018
		SP:Iteration 7Q (32736.300000 sec): 3 clusters
  Score: Raw -2482087.244513 + Penalty 3228.728775 = -2478858.515738
  nChanged 952
		SP:Iteration 8Q (32736.610000 sec): 3 clusters
  Score: Raw -2482685.833669 + Penalty 3228.728775 = -2479457.104893
  nChanged 800
		SP:Iteration 9Q (32736.880000 sec): 3 clusters
  Score: Raw -2483143.880067 + Penalty 3228.728775 = -2479915.151292
  nChanged 651
		SP:Iteration 10Q (32737.200000 sec): 3 clusters
  Score: Raw -2483482.710472 + Penalty 3228.728775 = -2480253.981696
  nChanged 540
		SP:Iteration 11Q (32737.480000 sec): 3 clusters
  Score: Raw -2483747.880018 + Penalty 3228.728775 = -2480519.151242
  nChanged 440
		SP:Iteration 12Q (32737.740000 sec): 3 clusters
  Score: Raw -2483958.029532 + Penalty 3228.728775 = -2480729.300757
  nChanged 391
		SP:Iteration 13Q (32738.030000 sec): 3 clusters
  Score: Raw -2484148.091772 + Penalty 3228.728775 = -2480919.362997
  nChanged 378
		SP:Iteration 14Q (32738.290000 sec): 3 clusters
  Score: Raw -2484354.587599 + Penalty 3228.728775 = -2481125.858823
  nChanged 344
		SP:Iteration 15Q (32738.590000 sec): 3 clusters
  Score: Raw -2484564.454873 + Penalty 3228.728775 = -2481335.726098
  nChanged 333
		SP:Iteration 16Q (32738.810000 sec): 3 clusters
  Score: Raw -2484780.073939 + Penalty 3228.728775 = -2481551.345164
  nChanged 324
		SP:Iteration 17Q (32739.100000 sec): 3 clusters
  Score: Raw -2485004.620078 + Penalty 3228.728775 = -2481775.891303
  nChanged 287
		SP:Iteration 18Q (32739.380000 sec): 3 clusters
  Score: Raw -2485204.704459 + Penalty 3228.728775 = -2481975.975683
  nChanged 241
		SP:Iteration 19Q (32739.650000 sec): 3 clusters
  Score: Raw -2485387.763056 + Penalty 3228.728775 = -2482159.034281
  nChanged 228
		SP:Iteration 20F (32739.960000 sec): 3 clusters
  Score: Raw -2485522.459628 + Penalty 3228.728775 = -2482293.730853
  nChanged 186
		SP:Iteration 21Q (32740.230000 sec): 3 clusters
  Score: Raw -2485616.583895 + Penalty 3228.728775 = -2482387.855119
  nChanged 152
		SP:Iteration 22Q (32740.540000 sec): 3 clusters
  Score: Raw -2485685.756958 + Penalty 3228.728775 = -2482457.028183
  nChanged 136
		SP:Iteration 23Q (32740.840000 sec): 3 clusters
  Score: Raw -2485753.753758 + Penalty 3228.728775 = -2482525.024983
  nChanged 122
		SP:Iteration 24Q (32741.140000 sec): 3 clusters
  Score: Raw -2485824.909151 + Penalty 3228.728775 = -2482596.180375
  nChanged 101
		SP:Iteration 25Q (32741.400000 sec): 3 clusters
  Score: Raw -2485882.121897 + Penalty 3228.728775 = -2482653.393121
  nChanged 96
		SP:Iteration 26Q (32741.680000 sec): 3 clusters
  Score: Raw -2485928.609865 + Penalty 3228.728775 = -2482699.881089
  nChanged 76
		SP:Iteration 27Q (32742.030000 sec): 3 clusters
  Score: Raw -2485956.691831 + Penalty 3228.728775 = -2482727.963055
  nChanged 52
		SP:Iteration 28Q (32742.270000 sec): 3 clusters
  Score: Raw -2485971.768065 + Penalty 3228.728775 = -2482743.039290
  nChanged 40
		SP:Iteration 29Q (32742.520000 sec): 3 clusters
  Score: Raw -2485982.790837 + Penalty 3228.728775 = -2482754.062061
  nChanged 36
		SP:Iteration 30Q (32742.820000 sec): 3 clusters
  Score: Raw -2485991.615531 + Penalty 3228.728775 = -2482762.886755
  nChanged 30
		SP:Iteration 31Q (32743.110000 sec): 3 clusters
  Score: Raw -2485998.686895 + Penalty 3228.728775 = -2482769.958120
  nChanged 26
		SP:Iteration 32Q (32743.360000 sec): 3 clusters
  Score: Raw -2486006.842476 + Penalty 3228.728775 = -2482778.113701
  nChanged 23
		SP:Iteration 33Q (32743.660000 sec): 3 clusters
  Score: Raw -2486013.951802 + Penalty 3228.728775 = -2482785.223027
  nChanged 16
		SP:Iteration 34Q (32743.970000 sec): 3 clusters
  Score: Raw -2486018.174792 + Penalty 3228.728775 = -2482789.446017
  nChanged 18
		SP:Iteration 35Q (32744.370000 sec): 3 clusters
  Score: Raw -2486023.818801 + Penalty 3228.728775 = -2482795.090026
  nChanged 20
		SP:Iteration 36Q (32744.630000 sec): 3 clusters
  Score: Raw -2486030.827711 + Penalty 3228.728775 = -2482802.098935
  nChanged 18
		SP:Iteration 37Q (32744.980000 sec): 3 clusters
  Score: Raw -2486036.343754 + Penalty 3228.728775 = -2482807.614979
  nChanged 18
		SP:Iteration 38Q (32745.250000 sec): 3 clusters
  Score: Raw -2486041.888608 + Penalty 3228.728775 = -2482813.159833
  nChanged 25
		SP:Iteration 39Q (32745.530000 sec): 3 clusters
  Score: Raw -2486048.325790 + Penalty 3228.728775 = -2482819.597015
  nChanged 22
		SP:Iteration 40F (32745.800000 sec): 3 clusters
  Score: Raw -2486053.857548 + Penalty 3228.728775 = -2482825.128772
  nChanged 21
		SP:Iteration 41Q (32746.040000 sec): 3 clusters
  Score: Raw -2486059.292233 + Penalty 3228.728775 = -2482830.563457
  nChanged 18
		SP:Iteration 42Q (32746.330000 sec): 3 clusters
  Score: Raw -2486066.395899 + Penalty 3228.728775 = -2482837.667124
  nChanged 21
		SP:Iteration 43Q (32746.630000 sec): 3 clusters
  Score: Raw -2486072.190701 + Penalty 3228.728775 = -2482843.461926
  nChanged 16
		SP:Iteration 44Q (32746.880000 sec): 3 clusters
  Score: Raw -2486076.170296 + Penalty 3228.728775 = -2482847.441521
  nChanged 11
		SP:Iteration 45Q (32747.180000 sec): 3 clusters
  Score: Raw -2486078.642095 + Penalty 3228.728775 = -2482849.913320
  nChanged 11
		SP:Iteration 46Q (32747.420000 sec): 3 clusters
  Score: Raw -2486080.872615 + Penalty 3228.728775 = -2482852.143839
  nChanged 8
		SP:Iteration 47Q (32747.700000 sec): 3 clusters
  Score: Raw -2486082.605169 + Penalty 3228.728775 = -2482853.876393
  nChanged 4
		SP:Iteration 48Q (32748.030000 sec): 3 clusters
  Score: Raw -2486083.323040 + Penalty 3228.728775 = -2482854.594265
  nChanged 4
		SP:Iteration 49Q (32748.370000 sec): 3 clusters
  Score: Raw -2486083.918076 + Penalty 3228.728775 = -2482855.189301
  nChanged 1
		SP:Iteration 50Q (32748.670000 sec): 3 clusters
  Score: Raw -2486084.077808 + Penalty 3228.728775 = -2482855.349033
  nChanged 0
		SP:Iteration 51F (32748.950000 sec): 3 clusters
  Score: Raw -2486084.077808 + Penalty 3228.728775 = -2482855.349033
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 40 (9557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32749.090000 sec): 2 clusters
  Score: Raw -1070334.733968 + Penalty 1489.317237 = -1068845.416731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32749.380000 sec): 3 clusters
  Score: Raw -1064860.756639 + Penalty 2978.634474 = -1061882.122165
  nChanged 4155
		SP:Iteration 1F (32749.640000 sec): 3 clusters
  Score: Raw -1067050.029518 + Penalty 2978.634474 = -1064071.395045
  nChanged 593
		SP:Iteration 2F (32749.910000 sec): 3 clusters
  Score: Raw -1067326.759627 + Penalty 2978.634474 = -1064348.125153
  nChanged 529
		SP:Iteration 3F (32750.110000 sec): 3 clusters
  Score: Raw -1067562.535217 + Penalty 2978.634474 = -1064583.900743
  nChanged 472
		SP:Iteration 4Q (32750.340000 sec): 3 clusters
  Score: Raw -1067793.513230 + Penalty 2978.634474 = -1064814.878757
  nChanged 463
		SP:Iteration 5Q (32750.600000 sec): 3 clusters
  Score: Raw -1068029.449625 + Penalty 2978.634474 = -1065050.815152
  nChanged 475
		SP:Iteration 6Q (32750.820000 sec): 3 clusters
  Score: Raw -1068303.223602 + Penalty 2978.634474 = -1065324.589129
  nChanged 493
		SP:Iteration 7F (32751.090000 sec): 3 clusters
  Score: Raw -1068611.129758 + Penalty 2978.634474 = -1065632.495285
  nChanged 485
		SP:Iteration 8F (32751.300000 sec): 3 clusters
  Score: Raw -1068959.489527 + Penalty 2978.634474 = -1065980.855053
  nChanged 497
		SP:Iteration 9F (32751.560000 sec): 3 clusters
  Score: Raw -1069346.422090 + Penalty 2978.634474 = -1066367.787616
  nChanged 451
		SP:Iteration 10Q (32751.820000 sec): 3 clusters
  Score: Raw -1069718.564386 + Penalty 2978.634474 = -1066739.929913
  nChanged 366
		SP:Iteration 11Q (32752.070000 sec): 3 clusters
  Score: Raw -1070044.608037 + Penalty 2978.634474 = -1067065.973563
  nChanged 322
		SP:Iteration 12Q (32752.290000 sec): 3 clusters
  Score: Raw -1070307.351247 + Penalty 2978.634474 = -1067328.716774
  nChanged 254
		SP:Iteration 13Q (32752.540000 sec): 3 clusters
  Score: Raw -1070487.718559 + Penalty 2978.634474 = -1067509.084086
  nChanged 175
		SP:Iteration 14Q (32752.790000 sec): 3 clusters
  Score: Raw -1070591.305225 + Penalty 2978.634474 = -1067612.670752
  nChanged 140
		SP:Iteration 15Q (32753.020000 sec): 3 clusters
  Score: Raw -1070671.259435 + Penalty 2978.634474 = -1067692.624962
  nChanged 99
		SP:Iteration 16Q (32753.300000 sec): 3 clusters
  Score: Raw -1070725.365205 + Penalty 2978.634474 = -1067746.730731
  nChanged 71
		SP:Iteration 17Q (32753.560000 sec): 3 clusters
  Score: Raw -1070760.146273 + Penalty 2978.634474 = -1067781.511800
  nChanged 60
		SP:Iteration 18Q (32753.770000 sec): 3 clusters
  Score: Raw -1070795.128244 + Penalty 2978.634474 = -1067816.493771
  nChanged 65
		SP:Iteration 19Q (32753.980000 sec): 3 clusters
  Score: Raw -1070827.846841 + Penalty 2978.634474 = -1067849.212368
  nChanged 64
		SP:Iteration 20F (32754.220000 sec): 3 clusters
  Score: Raw -1070863.920118 + Penalty 2978.634474 = -1067885.285645
  nChanged 61
		SP:Iteration 21Q (32754.470000 sec): 3 clusters
  Score: Raw -1070896.298042 + Penalty 2978.634474 = -1067917.663569
  nChanged 50
		SP:Iteration 22Q (32754.720000 sec): 3 clusters
  Score: Raw -1070920.637127 + Penalty 2978.634474 = -1067942.002654
  nChanged 54
		SP:Iteration 23Q (32754.950000 sec): 3 clusters
  Score: Raw -1070942.091837 + Penalty 2978.634474 = -1067963.457363
  nChanged 43
		SP:Iteration 24Q (32755.160000 sec): 3 clusters
  Score: Raw -1070957.358449 + Penalty 2978.634474 = -1067978.723975
  nChanged 36
		SP:Iteration 25Q (32755.380000 sec): 3 clusters
  Score: Raw -1070968.828517 + Penalty 2978.634474 = -1067990.194043
  nChanged 36
		SP:Iteration 26Q (32755.610000 sec): 3 clusters
  Score: Raw -1070982.502358 + Penalty 2978.634474 = -1068003.867885
  nChanged 37
		SP:Iteration 27Q (32755.860000 sec): 3 clusters
  Score: Raw -1070996.312958 + Penalty 2978.634474 = -1068017.678485
  nChanged 39
		SP:Iteration 28Q (32756.020000 sec): 3 clusters
  Score: Raw -1071009.246949 + Penalty 2978.634474 = -1068030.612476
  nChanged 35
		SP:Iteration 29Q (32756.300000 sec): 3 clusters
  Score: Raw -1071021.968812 + Penalty 2978.634474 = -1068043.334338
  nChanged 34
		SP:Iteration 30Q (32756.560000 sec): 3 clusters
  Score: Raw -1071033.258065 + Penalty 2978.634474 = -1068054.623591
  nChanged 28
		SP:Iteration 31Q (32756.780000 sec): 3 clusters
  Score: Raw -1071042.146987 + Penalty 2978.634474 = -1068063.512513
  nChanged 25
		SP:Iteration 32Q (32757.050000 sec): 3 clusters
  Score: Raw -1071048.736664 + Penalty 2978.634474 = -1068070.102190
  nChanged 24
		SP:Iteration 33Q (32757.230000 sec): 3 clusters
  Score: Raw -1071054.858635 + Penalty 2978.634474 = -1068076.224162
  nChanged 16
		SP:Iteration 34Q (32757.440000 sec): 3 clusters
  Score: Raw -1071058.670909 + Penalty 2978.634474 = -1068080.036436
  nChanged 12
		SP:Iteration 35Q (32757.720000 sec): 3 clusters
  Score: Raw -1071061.461810 + Penalty 2978.634474 = -1068082.827337
  nChanged 13
		SP:Iteration 36Q (32757.900000 sec): 3 clusters
  Score: Raw -1071065.773244 + Penalty 2978.634474 = -1068087.138770
  nChanged 20
		SP:Iteration 37Q (32758.190000 sec): 3 clusters
  Score: Raw -1071072.341875 + Penalty 2978.634474 = -1068093.707402
  nChanged 16
		SP:Iteration 38Q (32758.380000 sec): 3 clusters
  Score: Raw -1071076.490496 + Penalty 2978.634474 = -1068097.856022
  nChanged 11
		SP:Iteration 39Q (32758.620000 sec): 3 clusters
  Score: Raw -1071079.021741 + Penalty 2978.634474 = -1068100.387267
  nChanged 10
		SP:Iteration 40F (32758.830000 sec): 3 clusters
  Score: Raw -1071081.379371 + Penalty 2978.634474 = -1068102.744898
  nChanged 13
		SP:Iteration 41Q (32759.040000 sec): 3 clusters
  Score: Raw -1071084.695473 + Penalty 2978.634474 = -1068106.061000
  nChanged 17
		SP:Iteration 42Q (32759.250000 sec): 3 clusters
  Score: Raw -1071088.219526 + Penalty 2978.634474 = -1068109.585052
  nChanged 8
		SP:Iteration 43Q (32759.490000 sec): 3 clusters
  Score: Raw -1071090.198149 + Penalty 2978.634474 = -1068111.563676
  nChanged 7
		SP:Iteration 44Q (32759.710000 sec): 3 clusters
  Score: Raw -1071091.851463 + Penalty 2978.634474 = -1068113.216989
  nChanged 7
		SP:Iteration 45Q (32759.990000 sec): 3 clusters
  Score: Raw -1071092.955554 + Penalty 2978.634474 = -1068114.321081
  nChanged 2
		SP:Iteration 46Q (32760.180000 sec): 3 clusters
  Score: Raw -1071093.122879 + Penalty 2978.634474 = -1068114.488405
  nChanged 1
		SP:Iteration 47Q (32760.390000 sec): 3 clusters
  Score: Raw -1071093.364505 + Penalty 2978.634474 = -1068114.730031
  nChanged 1
		SP:Iteration 48Q (32760.590000 sec): 3 clusters
  Score: Raw -1071093.528478 + Penalty 2978.634474 = -1068114.894005
  nChanged 2
		SP:Iteration 49Q (32760.820000 sec): 3 clusters
  Score: Raw -1071093.779281 + Penalty 2978.634474 = -1068115.144808
  nChanged 2
		SP:Iteration 50Q (32761.040000 sec): 3 clusters
  Score: Raw -1071094.176403 + Penalty 2978.634474 = -1068115.541930
  nChanged 1
		SP:Iteration 51Q (32761.280000 sec): 3 clusters
  Score: Raw -1071094.242763 + Penalty 2978.634474 = -1068115.608289
  nChanged 1
		SP:Iteration 52Q (32761.570000 sec): 3 clusters
  Score: Raw -1071094.290148 + Penalty 2978.634474 = -1068115.655674
  nChanged 1
		SP:Iteration 53Q (32761.760000 sec): 3 clusters
  Score: Raw -1071094.499823 + Penalty 2978.634474 = -1068115.865350
  nChanged 2
		SP:Iteration 54Q (32762.000000 sec): 3 clusters
  Score: Raw -1071094.780826 + Penalty 2978.634474 = -1068116.146353
  nChanged 0
		SP:Iteration 55F (32762.220000 sec): 3 clusters
  Score: Raw -1071094.780826 + Penalty 2978.634474 = -1068116.146353
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 41 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32762.320000 sec): 2 clusters
  Score: Raw -59332.096530 + Penalty 1014.361281 = -58317.735249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32762.460000 sec): 3 clusters
  Score: Raw -59272.465952 + Penalty 2028.722561 = -57243.743391
  nChanged 126
		SP:Iteration 1F (32762.630000 sec): 3 clusters
  Score: Raw -59452.558833 + Penalty 2028.722561 = -57423.836271
  nChanged 47
		SP:Iteration 2F (32762.800000 sec): 3 clusters
  Score: Raw -59562.252478 + Penalty 2028.722561 = -57533.529917
  nChanged 36
		SP:Iteration 3F (32762.970000 sec): 3 clusters
  Score: Raw -59682.125059 + Penalty 2028.722561 = -57653.402498
  nChanged 32
		SP:Iteration 4F (32763.140000 sec): 3 clusters
  Score: Raw -59795.587118 + Penalty 2028.722561 = -57766.864557
  nChanged 35
		SP:Iteration 5F (32763.320000 sec): 3 clusters
  Score: Raw -59921.710424 + Penalty 2028.722561 = -57892.987862
  nChanged 25
		SP:Iteration 6Q (32763.510000 sec): 3 clusters
  Score: Raw -60005.442288 + Penalty 2028.722561 = -57976.719727
  nChanged 23
		SP:Iteration 7Q (32763.690000 sec): 3 clusters
  Score: Raw -60110.553197 + Penalty 2028.722561 = -58081.830636
  nChanged 22
		SP:Iteration 8Q (32763.890000 sec): 3 clusters
  Score: Raw -60181.017551 + Penalty 2028.722561 = -58152.294990
  nChanged 4
		SP:Iteration 9Q (32764.110000 sec): 3 clusters
  Score: Raw -60201.716211 + Penalty 2028.722561 = -58172.993649
  nChanged 2
		SP:Iteration 10Q (32764.330000 sec): 3 clusters
  Score: Raw -60216.184936 + Penalty 2028.722561 = -58187.462375
  nChanged 2
		SP:Iteration 11Q (32764.490000 sec): 3 clusters
  Score: Raw -60221.255750 + Penalty 2028.722561 = -58192.533189
  nChanged 2
		SP:Iteration 12Q (32764.640000 sec): 3 clusters
  Score: Raw -60224.747725 + Penalty 2028.722561 = -58196.025164
  nChanged 1
		SP:Iteration 13Q (32764.850000 sec): 3 clusters
  Score: Raw -60226.752777 + Penalty 2028.722561 = -58198.030216
  nChanged 1
		SP:Iteration 14Q (32764.980000 sec): 3 clusters
  Score: Raw -60229.097800 + Penalty 2028.722561 = -58200.375239
  nChanged 0
		SP:Iteration 15F (32765.190000 sec): 3 clusters
  Score: Raw -60230.525726 + Penalty 2028.722561 = -58201.803165
  nChanged 1
		SP:Iteration 16Q (32765.340000 sec): 3 clusters
  Score: Raw -60237.028173 + Penalty 2028.722561 = -58208.305612
  nChanged 1
		SP:Iteration 17Q (32765.540000 sec): 3 clusters
  Score: Raw -60239.006863 + Penalty 2028.722561 = -58210.284302
  nChanged 1
		SP:Iteration 18Q (32765.740000 sec): 3 clusters
  Score: Raw -60240.945173 + Penalty 2028.722561 = -58212.222612
  nChanged 0
		SP:Iteration 19F (32765.950000 sec): 3 clusters
  Score: Raw -60240.945173 + Penalty 2028.722561 = -58212.222612
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 42 (392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32766.060000 sec): 2 clusters
  Score: Raw -40321.304082 + Penalty 970.330049 = -39350.974033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32766.240000 sec): 3 clusters
  Score: Raw -40321.216987 + Penalty 1940.660098 = -38380.556889
  nChanged 92
		SP:Iteration 1F (32766.450000 sec): 3 clusters
  Score: Raw -40477.785494 + Penalty 1940.660098 = -38537.125396
  nChanged 23
		SP:Iteration 2F (32766.640000 sec): 3 clusters
  Score: Raw -40517.206706 + Penalty 1940.660098 = -38576.546608
  nChanged 6
		SP:Iteration 3Q (32766.870000 sec): 3 clusters
  Score: Raw -40527.273462 + Penalty 1940.660098 = -38586.613364
  nChanged 7
		SP:Iteration 4Q (32767.040000 sec): 3 clusters
  Score: Raw -40548.537230 + Penalty 1940.660098 = -38607.877132
  nChanged 3
		SP:Iteration 5Q (32767.230000 sec): 3 clusters
  Score: Raw -40552.809345 + Penalty 1940.660098 = -38612.149247
  nChanged 1
		SP:Iteration 6Q (32767.430000 sec): 3 clusters
  Score: Raw -40554.976172 + Penalty 1940.660098 = -38614.316074
  nChanged 0
		SP:Iteration 7F (32767.590000 sec): 3 clusters
  Score: Raw -40554.976172 + Penalty 1940.660098 = -38614.316074
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 43 (160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32767.700000 sec): 2 clusters
  Score: Raw -11437.004149 + Penalty 824.715745 = -10612.288404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32767.890000 sec): 3 clusters
  Score: Raw -11622.682503 + Penalty 1649.431490 = -9973.251013
  nChanged 26
		SP:Iteration 1F (32768.100000 sec): 3 clusters
  Score: Raw -11779.137314 + Penalty 1649.431490 = -10129.705824
  nChanged 6
		SP:Iteration 2Q (32768.260000 sec): 3 clusters
  Score: Raw -11809.805991 + Penalty 1649.431490 = -10160.374501
  nChanged 4
		SP:Iteration 3Q (32768.450000 sec): 3 clusters
  Score: Raw -11822.714736 + Penalty 1649.431490 = -10173.283246
  nChanged 3
		SP:Iteration 4Q (32768.620000 sec): 3 clusters
  Score: Raw -11836.762787 + Penalty 1649.431490 = -10187.331297
  nChanged 1
		SP:Iteration 5Q (32768.830000 sec): 3 clusters
  Score: Raw -11841.160269 + Penalty 1649.431490 = -10191.728779
  nChanged 1
		SP:Iteration 6Q (32769.010000 sec): 3 clusters
  Score: Raw -11849.368355 + Penalty 1649.431490 = -10199.936866
  nChanged 1
		SP:Iteration 7Q (32769.260000 sec): 3 clusters
  Score: Raw -11851.703883 + Penalty 1649.431490 = -10202.272393
  nChanged 0
		SP:Iteration 8F (32769.420000 sec): 3 clusters
  Score: Raw -11851.703883 + Penalty 1649.431490 = -10202.272393
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 44 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32769.530000 sec): 2 clusters
  Score: Raw -54623.833206 + Penalty 1002.561744 = -53621.271462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32769.760000 sec): 3 clusters
  Score: Raw -54600.147521 + Penalty 2005.123488 = -52595.024032
  nChanged 100
		SP:Iteration 1F (32769.950000 sec): 3 clusters
  Score: Raw -54730.795091 + Penalty 2005.123488 = -52725.671603
  nChanged 19
		SP:Iteration 2Q (32770.110000 sec): 3 clusters
  Score: Raw -54769.257900 + Penalty 2005.123488 = -52764.134412
  nChanged 13
		SP:Iteration 3Q (32770.330000 sec): 3 clusters
  Score: Raw -54814.014930 + Penalty 2005.123488 = -52808.891442
  nChanged 15
		SP:Iteration 4Q (32770.500000 sec): 3 clusters
  Score: Raw -54846.699380 + Penalty 2005.123488 = -52841.575892
  nChanged 5
		SP:Iteration 5Q (32770.700000 sec): 3 clusters
  Score: Raw -54855.001643 + Penalty 2005.123488 = -52849.878155
  nChanged 3
		SP:Iteration 6Q (32770.860000 sec): 3 clusters
  Score: Raw -54862.930951 + Penalty 2005.123488 = -52857.807463
  nChanged 0
		SP:Iteration 7F (32771.090000 sec): 3 clusters
  Score: Raw -54862.930951 + Penalty 2005.123488 = -52857.807463
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 45 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32771.170000 sec): 2 clusters
  Score: Raw -19899.233317 + Penalty 860.976572 = -19038.256745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32771.440000 sec): 3 clusters
  Score: Raw -19990.525585 + Penalty 1721.953144 = -18268.572441
  nChanged 20
		SP:Iteration 1F (32771.650000 sec): 3 clusters
  Score: Raw -20046.483180 + Penalty 1721.953144 = -18324.530036
  nChanged 7
		SP:Iteration 2Q (32771.880000 sec): 3 clusters
  Score: Raw -20073.152108 + Penalty 1721.953144 = -18351.198964
  nChanged 2
		SP:Iteration 3Q (32772.110000 sec): 3 clusters
  Score: Raw -20083.590076 + Penalty 1721.953144 = -18361.636932
  nChanged 2
		SP:Iteration 4Q (32772.300000 sec): 3 clusters
  Score: Raw -20085.867673 + Penalty 1721.953144 = -18363.914529
  nChanged 1
		SP:Iteration 5Q (32772.480000 sec): 3 clusters
  Score: Raw -20092.392484 + Penalty 1721.953144 = -18370.439340
  nChanged 0
		SP:Iteration 6F (32772.710000 sec): 3 clusters
  Score: Raw -20092.392484 + Penalty 1721.953144 = -18370.439340
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 46 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32772.830000 sec): 2 clusters
  Score: Raw -13500.312183 + Penalty 794.681733 = -12705.630450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32773.000000 sec): 3 clusters
  Score: Raw -13723.961586 + Penalty 1589.363467 = -12134.598120
  nChanged 13
		SP:Iteration 1F (32773.190000 sec): 3 clusters
  Score: Raw -13796.850674 + Penalty 1589.363467 = -12207.487208
  nChanged 6
		SP:Iteration 2Q (32773.430000 sec): 3 clusters
  Score: Raw -13840.144041 + Penalty 1589.363467 = -12250.780574
  nChanged 3
		SP:Iteration 3Q (32773.640000 sec): 3 clusters
  Score: Raw -13858.980344 + Penalty 1589.363467 = -12269.616877
  nChanged 0
		SP:Iteration 4F (32773.820000 sec): 3 clusters
  Score: Raw -13858.980344 + Penalty 1589.363467 = -12269.616877
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 47 (7102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32773.990000 sec): 2 clusters
  Score: Raw -782813.691174 + Penalty 1441.071403 = -781372.619771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32774.260000 sec): 3 clusters
  Score: Raw -778948.746873 + Penalty 2882.142807 = -776066.604066
  nChanged 3006
		SP:Iteration 1F (32774.470000 sec): 3 clusters
  Score: Raw -780706.008988 + Penalty 2882.142807 = -777823.866181
  nChanged 529
		SP:Iteration 2F (32774.630000 sec): 3 clusters
  Score: Raw -781004.456590 + Penalty 2882.142807 = -778122.313783
  nChanged 425
		SP:Iteration 3F (32774.850000 sec): 3 clusters
  Score: Raw -781228.214885 + Penalty 2882.142807 = -778346.072078
  nChanged 374
		SP:Iteration 4F (32775.050000 sec): 3 clusters
  Score: Raw -781442.657822 + Penalty 2882.142807 = -778560.515015
  nChanged 361
		SP:Iteration 5F (32775.270000 sec): 3 clusters
  Score: Raw -781649.933560 + Penalty 2882.142807 = -778767.790753
  nChanged 327
		SP:Iteration 6Q (32775.460000 sec): 3 clusters
  Score: Raw -781831.122800 + Penalty 2882.142807 = -778948.979993
  nChanged 278
		SP:Iteration 7Q (32775.670000 sec): 3 clusters
  Score: Raw -781987.190682 + Penalty 2882.142807 = -779105.047875
  nChanged 257
		SP:Iteration 8Q (32775.900000 sec): 3 clusters
  Score: Raw -782129.240028 + Penalty 2882.142807 = -779247.097221
  nChanged 244
		SP:Iteration 9Q (32776.120000 sec): 3 clusters
  Score: Raw -782263.529094 + Penalty 2882.142807 = -779381.386287
  nChanged 196
		SP:Iteration 10Q (32776.330000 sec): 3 clusters
  Score: Raw -782374.354132 + Penalty 2882.142807 = -779492.211325
  nChanged 172
		SP:Iteration 11Q (32776.540000 sec): 3 clusters
  Score: Raw -782482.740569 + Penalty 2882.142807 = -779600.597762
  nChanged 145
		SP:Iteration 12Q (32776.730000 sec): 3 clusters
  Score: Raw -782585.840722 + Penalty 2882.142807 = -779703.697915
  nChanged 156
		SP:Iteration 13Q (32776.940000 sec): 3 clusters
  Score: Raw -782683.004153 + Penalty 2882.142807 = -779800.861346
  nChanged 140
		SP:Iteration 14Q (32777.150000 sec): 3 clusters
  Score: Raw -782766.479522 + Penalty 2882.142807 = -779884.336715
  nChanged 104
		SP:Iteration 15Q (32777.380000 sec): 3 clusters
  Score: Raw -782833.387032 + Penalty 2882.142807 = -779951.244225
  nChanged 87
		SP:Iteration 16Q (32777.610000 sec): 3 clusters
  Score: Raw -782876.732654 + Penalty 2882.142807 = -779994.589847
  nChanged 79
		SP:Iteration 17Q (32777.850000 sec): 3 clusters
  Score: Raw -782923.846290 + Penalty 2882.142807 = -780041.703483
  nChanged 89
		SP:Iteration 18Q (32778.020000 sec): 3 clusters
  Score: Raw -782979.851835 + Penalty 2882.142807 = -780097.709028
  nChanged 80
		SP:Iteration 19Q (32778.270000 sec): 3 clusters
  Score: Raw -783028.321581 + Penalty 2882.142807 = -780146.178774
  nChanged 72
		SP:Iteration 20F (32778.560000 sec): 3 clusters
  Score: Raw -783066.066564 + Penalty 2882.142807 = -780183.923757
  nChanged 58
		SP:Iteration 21Q (32778.760000 sec): 3 clusters
  Score: Raw -783101.826366 + Penalty 2882.142807 = -780219.683559
  nChanged 45
		SP:Iteration 22Q (32779.030000 sec): 3 clusters
  Score: Raw -783124.302876 + Penalty 2882.142807 = -780242.160069
  nChanged 38
		SP:Iteration 23Q (32779.240000 sec): 3 clusters
  Score: Raw -783139.101998 + Penalty 2882.142807 = -780256.959191
  nChanged 33
		SP:Iteration 24Q (32779.410000 sec): 3 clusters
  Score: Raw -783153.523474 + Penalty 2882.142807 = -780271.380667
  nChanged 25
		SP:Iteration 25Q (32779.590000 sec): 3 clusters
  Score: Raw -783165.563119 + Penalty 2882.142807 = -780283.420312
  nChanged 34
		SP:Iteration 26Q (32779.880000 sec): 3 clusters
  Score: Raw -783186.390999 + Penalty 2882.142807 = -780304.248192
  nChanged 39
		SP:Iteration 27Q (32780.070000 sec): 3 clusters
  Score: Raw -783211.718958 + Penalty 2882.142807 = -780329.576151
  nChanged 32
		SP:Iteration 28Q (32780.320000 sec): 3 clusters
  Score: Raw -783231.949365 + Penalty 2882.142807 = -780349.806558
  nChanged 28
		SP:Iteration 29Q (32780.550000 sec): 3 clusters
  Score: Raw -783245.396947 + Penalty 2882.142807 = -780363.254140
  nChanged 32
		SP:Iteration 30Q (32780.770000 sec): 3 clusters
  Score: Raw -783266.890970 + Penalty 2882.142807 = -780384.748163
  nChanged 33
		SP:Iteration 31Q (32780.970000 sec): 3 clusters
  Score: Raw -783287.013295 + Penalty 2882.142807 = -780404.870488
  nChanged 21
		SP:Iteration 32Q (32781.230000 sec): 3 clusters
  Score: Raw -783295.084464 + Penalty 2882.142807 = -780412.941657
  nChanged 7
		SP:Iteration 33Q (32781.440000 sec): 3 clusters
  Score: Raw -783298.680044 + Penalty 2882.142807 = -780416.537237
  nChanged 14
		SP:Iteration 34Q (32781.670000 sec): 3 clusters
  Score: Raw -783304.193869 + Penalty 2882.142807 = -780422.051062
  nChanged 16
		SP:Iteration 35Q (32781.910000 sec): 3 clusters
  Score: Raw -783310.532325 + Penalty 2882.142807 = -780428.389518
  nChanged 14
		SP:Iteration 36Q (32782.150000 sec): 3 clusters
  Score: Raw -783317.762086 + Penalty 2882.142807 = -780435.619279
  nChanged 10
		SP:Iteration 37Q (32782.320000 sec): 3 clusters
  Score: Raw -783321.066911 + Penalty 2882.142807 = -780438.924104
  nChanged 5
		SP:Iteration 38Q (32782.550000 sec): 3 clusters
  Score: Raw -783324.012172 + Penalty 2882.142807 = -780441.869365
  nChanged 9
		SP:Iteration 39Q (32782.720000 sec): 3 clusters
  Score: Raw -783328.069948 + Penalty 2882.142807 = -780445.927141
  nChanged 9
		SP:Iteration 40F (32782.930000 sec): 3 clusters
  Score: Raw -783332.136086 + Penalty 2882.142807 = -780449.993279
  nChanged 9
		SP:Iteration 41Q (32783.160000 sec): 3 clusters
  Score: Raw -783335.531974 + Penalty 2882.142807 = -780453.389167
  nChanged 13
		SP:Iteration 42Q (32783.380000 sec): 3 clusters
  Score: Raw -783339.693077 + Penalty 2882.142807 = -780457.550270
  nChanged 12
		SP:Iteration 43Q (32783.550000 sec): 3 clusters
  Score: Raw -783343.983601 + Penalty 2882.142807 = -780461.840794
  nChanged 6
		SP:Iteration 44Q (32783.760000 sec): 3 clusters
  Score: Raw -783347.044711 + Penalty 2882.142807 = -780464.901904
  nChanged 9
		SP:Iteration 45Q (32783.960000 sec): 3 clusters
  Score: Raw -783349.910868 + Penalty 2882.142807 = -780467.768061
  nChanged 10
		SP:Iteration 46Q (32784.210000 sec): 3 clusters
  Score: Raw -783353.880920 + Penalty 2882.142807 = -780471.738113
  nChanged 9
		SP:Iteration 47Q (32784.370000 sec): 3 clusters
  Score: Raw -783357.297225 + Penalty 2882.142807 = -780475.154419
  nChanged 10
		SP:Iteration 48Q (32784.580000 sec): 3 clusters
  Score: Raw -783359.921455 + Penalty 2882.142807 = -780477.778648
  nChanged 6
		SP:Iteration 49Q (32784.800000 sec): 3 clusters
  Score: Raw -783361.985716 + Penalty 2882.142807 = -780479.842909
  nChanged 10
		SP:Iteration 50Q (32785.050000 sec): 3 clusters
  Score: Raw -783366.118455 + Penalty 2882.142807 = -780483.975649
  nChanged 9
		SP:Iteration 51Q (32785.200000 sec): 3 clusters
  Score: Raw -783369.134100 + Penalty 2882.142807 = -780486.991293
  nChanged 11
		SP:Iteration 52Q (32785.390000 sec): 3 clusters
  Score: Raw -783374.605054 + Penalty 2882.142807 = -780492.462247
  nChanged 10
		SP:Iteration 53Q (32785.610000 sec): 3 clusters
  Score: Raw -783378.522727 + Penalty 2882.142807 = -780496.379920
  nChanged 7
		SP:Iteration 54Q (32785.820000 sec): 3 clusters
  Score: Raw -783380.626770 + Penalty 2882.142807 = -780498.483963
  nChanged 6
		SP:Iteration 55Q (32786.020000 sec): 3 clusters
  Score: Raw -783381.764728 + Penalty 2882.142807 = -780499.621921
  nChanged 0
		SP:Iteration 56F (32786.220000 sec): 3 clusters
  Score: Raw -783381.764728 + Penalty 2882.142807 = -780499.621921
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 48 (105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32786.360000 sec): 2 clusters
  Score: Raw -10930.676901 + Penalty 756.268557 = -10174.408344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32786.570000 sec): 3 clusters
  Score: Raw -11135.279173 + Penalty 1512.537114 = -9622.742060
  nChanged 5
		SP:Iteration 1Q (32786.720000 sec): 3 clusters
  Score: Raw -11157.774004 + Penalty 1512.537114 = -9645.236890
  nChanged 3
		SP:Iteration 2Q (32786.950000 sec): 3 clusters
  Score: Raw -11171.665830 + Penalty 1512.537114 = -9659.128716
  nChanged 2
		SP:Iteration 3Q (32787.120000 sec): 3 clusters
  Score: Raw -11179.909042 + Penalty 1512.537114 = -9667.371928
  nChanged 0
		SP:Iteration 4F (32787.280000 sec): 3 clusters
  Score: Raw -11179.909042 + Penalty 1512.537114 = -9667.371928
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 49 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32787.410000 sec): 2 clusters
  Score: Raw -29106.600621 + Penalty 917.958314 = -28188.642307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32787.580000 sec): 3 clusters
  Score: Raw -29188.431557 + Penalty 1835.916627 = -27352.514930
  nChanged 58
		SP:Iteration 1F (32787.770000 sec): 3 clusters
  Score: Raw -29299.097572 + Penalty 1835.916627 = -27463.180945
  nChanged 9
		SP:Iteration 2Q (32787.900000 sec): 3 clusters
  Score: Raw -29327.443592 + Penalty 1835.916627 = -27491.526965
  nChanged 6
		SP:Iteration 3Q (32788.080000 sec): 3 clusters
  Score: Raw -29338.638207 + Penalty 1835.916627 = -27502.721579
  nChanged 2
		SP:Iteration 4Q (32788.270000 sec): 3 clusters
  Score: Raw -29342.958419 + Penalty 1835.916627 = -27507.041792
  nChanged 1
		SP:Iteration 5Q (32788.460000 sec): 3 clusters
  Score: Raw -29346.889865 + Penalty 1835.916627 = -27510.973238
  nChanged 1
		SP:Iteration 6Q (32788.640000 sec): 3 clusters
  Score: Raw -29352.674756 + Penalty 1835.916627 = -27516.758129
  nChanged 2
		SP:Iteration 7Q (32788.810000 sec): 3 clusters
  Score: Raw -29363.075526 + Penalty 1835.916627 = -27527.158898
  nChanged 0
		SP:Iteration 8F (32788.980000 sec): 3 clusters
  Score: Raw -29363.075526 + Penalty 1835.916627 = -27527.158898
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 50 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32789.080000 sec): 2 clusters
  Score: Raw -11251.753571 + Penalty 780.653420 = -10471.100152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32789.210000 sec): 3 clusters
  Score: Raw -11503.482956 + Penalty 1561.306840 = -9942.176116
  nChanged 10
		SP:Iteration 1F (32789.360000 sec): 3 clusters
  Score: Raw -11571.969492 + Penalty 1561.306840 = -10010.662653
  nChanged 4
		SP:Iteration 2Q (32789.620000 sec): 3 clusters
  Score: Raw -11594.286836 + Penalty 1561.306840 = -10032.979996
  nChanged 2
		SP:Iteration 3Q (32789.730000 sec): 3 clusters
  Score: Raw -11601.627152 + Penalty 1561.306840 = -10040.320312
  nChanged 0
		SP:Iteration 4F (32789.900000 sec): 3 clusters
  Score: Raw -11601.627152 + Penalty 1561.306840 = -10040.320312
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 51 (17038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32790.060000 sec): 2 clusters
  Score: Raw -2108733.078732 + Penalty 1583.270231 = -2107149.808501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32790.290000 sec): 3 clusters
  Score: Raw -2098635.219424 + Penalty 3166.540462 = -2095468.678962
  nChanged 7577
		SP:Iteration 1F (32790.600000 sec): 3 clusters
  Score: Raw -2102666.795272 + Penalty 3166.540462 = -2099500.254809
  nChanged 823
		SP:Iteration 2Q (32790.830000 sec): 3 clusters
  Score: Raw -2102968.043111 + Penalty 3166.540462 = -2099801.502649
  nChanged 765
		SP:Iteration 3Q (32791.140000 sec): 3 clusters
  Score: Raw -2103242.148631 + Penalty 3166.540462 = -2100075.608169
  nChanged 718
		SP:Iteration 4Q (32791.380000 sec): 3 clusters
  Score: Raw -2103519.010282 + Penalty 3166.540462 = -2100352.469820
  nChanged 701
		SP:Iteration 5Q (32791.630000 sec): 3 clusters
  Score: Raw -2103811.344545 + Penalty 3166.540462 = -2100644.804083
  nChanged 792
		SP:Iteration 6Q (32791.900000 sec): 3 clusters
  Score: Raw -2104244.644601 + Penalty 3166.540462 = -2101078.104139
  nChanged 915
		SP:Iteration 7F (32792.120000 sec): 3 clusters
  Score: Raw -2104865.647587 + Penalty 3166.540462 = -2101699.107125
  nChanged 1016
		SP:Iteration 8F (32792.410000 sec): 3 clusters
  Score: Raw -2105614.830511 + Penalty 3166.540462 = -2102448.290049
  nChanged 1010
		SP:Iteration 9F (32792.680000 sec): 3 clusters
  Score: Raw -2106439.875078 + Penalty 3166.540462 = -2103273.334615
  nChanged 902
		SP:Iteration 10F (32792.910000 sec): 3 clusters
  Score: Raw -2107227.248412 + Penalty 3166.540462 = -2104060.707950
  nChanged 701
		SP:Iteration 11Q (32793.220000 sec): 3 clusters
  Score: Raw -2107847.200292 + Penalty 3166.540462 = -2104680.659830
  nChanged 477
		SP:Iteration 12Q (32793.470000 sec): 3 clusters
  Score: Raw -2108271.332458 + Penalty 3166.540462 = -2105104.791996
  nChanged 277
		SP:Iteration 13Q (32793.780000 sec): 3 clusters
  Score: Raw -2108526.777800 + Penalty 3166.540462 = -2105360.237338
  nChanged 149
		SP:Iteration 14Q (32794.070000 sec): 3 clusters
  Score: Raw -2108663.836860 + Penalty 3166.540462 = -2105497.296398
  nChanged 85
		SP:Iteration 15Q (32794.280000 sec): 3 clusters
  Score: Raw -2108742.133050 + Penalty 3166.540462 = -2105575.592588
  nChanged 56
		SP:Iteration 16Q (32794.570000 sec): 3 clusters
  Score: Raw -2108790.167564 + Penalty 3166.540462 = -2105623.627102
  nChanged 45
		SP:Iteration 17Q (32794.840000 sec): 3 clusters
  Score: Raw -2108828.194607 + Penalty 3166.540462 = -2105661.654144
  nChanged 28
		SP:Iteration 18Q (32795.060000 sec): 3 clusters
  Score: Raw -2108859.007500 + Penalty 3166.540462 = -2105692.467037
  nChanged 22
		SP:Iteration 19Q (32795.330000 sec): 3 clusters
  Score: Raw -2108880.510663 + Penalty 3166.540462 = -2105713.970201
  nChanged 15
		SP:Iteration 20F (32795.640000 sec): 3 clusters
  Score: Raw -2108898.478379 + Penalty 3166.540462 = -2105731.937917
  nChanged 20
		SP:Iteration 21Q (32795.930000 sec): 3 clusters
  Score: Raw -2108921.985531 + Penalty 3166.540462 = -2105755.445068
  nChanged 14
		SP:Iteration 22Q (32796.210000 sec): 3 clusters
  Score: Raw -2108938.422461 + Penalty 3166.540462 = -2105771.881999
  nChanged 9
		SP:Iteration 23Q (32796.460000 sec): 3 clusters
  Score: Raw -2108949.370088 + Penalty 3166.540462 = -2105782.829626
  nChanged 7
		SP:Iteration 24Q (32796.700000 sec): 3 clusters
  Score: Raw -2108955.680532 + Penalty 3166.540462 = -2105789.140070
  nChanged 4
		SP:Iteration 25Q (32797.000000 sec): 3 clusters
  Score: Raw -2108961.002548 + Penalty 3166.540462 = -2105794.462085
  nChanged 2
		SP:Iteration 26Q (32797.230000 sec): 3 clusters
  Score: Raw -2108963.215791 + Penalty 3166.540462 = -2105796.675329
  nChanged 2
		SP:Iteration 27Q (32797.450000 sec): 3 clusters
  Score: Raw -2108966.158871 + Penalty 3166.540462 = -2105799.618409
  nChanged 2
		SP:Iteration 28Q (32797.710000 sec): 3 clusters
  Score: Raw -2108967.482322 + Penalty 3166.540462 = -2105800.941859
  nChanged 2
		SP:Iteration 29Q (32797.960000 sec): 3 clusters
  Score: Raw -2108968.485155 + Penalty 3166.540462 = -2105801.944693
  nChanged 0
		SP:Iteration 30F (32798.200000 sec): 3 clusters
  Score: Raw -2108968.485155 + Penalty 3166.540462 = -2105801.944693
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 52 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32798.350000 sec): 2 clusters
  Score: Raw -46807.779774 + Penalty 975.229918 = -45832.549856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32798.560000 sec): 3 clusters
  Score: Raw -46772.657801 + Penalty 1950.459835 = -44822.197966
  nChanged 76
		SP:Iteration 1F (32798.730000 sec): 3 clusters
  Score: Raw -46900.982893 + Penalty 1950.459835 = -44950.523058
  nChanged 22
		SP:Iteration 2F (32798.920000 sec): 3 clusters
  Score: Raw -46955.251790 + Penalty 1950.459835 = -45004.791955
  nChanged 12
		SP:Iteration 3Q (32799.130000 sec): 3 clusters
  Score: Raw -46979.391208 + Penalty 1950.459835 = -45028.931372
  nChanged 5
		SP:Iteration 4Q (32799.330000 sec): 3 clusters
  Score: Raw -46997.919262 + Penalty 1950.459835 = -45047.459426
  nChanged 7
		SP:Iteration 5Q (32799.520000 sec): 3 clusters
  Score: Raw -47016.374787 + Penalty 1950.459835 = -45065.914952
  nChanged 3
		SP:Iteration 6Q (32799.650000 sec): 3 clusters
  Score: Raw -47027.147391 + Penalty 1950.459835 = -45076.687555
  nChanged 1
		SP:Iteration 7Q (32799.830000 sec): 3 clusters
  Score: Raw -47029.218693 + Penalty 1950.459835 = -45078.758857
  nChanged 0
		SP:Iteration 8F (32800.010000 sec): 3 clusters
  Score: Raw -47029.218693 + Penalty 1950.459835 = -45078.758857
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 53 (4583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32800.150000 sec): 2 clusters
  Score: Raw -537094.769470 + Penalty 1369.892726 = -535724.876744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32800.340000 sec): 3 clusters
  Score: Raw -534686.698094 + Penalty 2739.785452 = -531946.912642
  nChanged 1844
		SP:Iteration 1F (32800.510000 sec): 3 clusters
  Score: Raw -535670.880241 + Penalty 2739.785452 = -532931.094789
  nChanged 381
		SP:Iteration 2F (32800.690000 sec): 3 clusters
  Score: Raw -535870.514386 + Penalty 2739.785452 = -533130.728934
  nChanged 260
		SP:Iteration 3F (32800.880000 sec): 3 clusters
  Score: Raw -536011.284022 + Penalty 2739.785452 = -533271.498570
  nChanged 211
		SP:Iteration 4Q (32801.050000 sec): 3 clusters
  Score: Raw -536124.775671 + Penalty 2739.785452 = -533384.990218
  nChanged 185
		SP:Iteration 5Q (32801.270000 sec): 3 clusters
  Score: Raw -536207.041860 + Penalty 2739.785452 = -533467.256407
  nChanged 141
		SP:Iteration 6Q (32801.480000 sec): 3 clusters
  Score: Raw -536283.282672 + Penalty 2739.785452 = -533543.497219
  nChanged 142
		SP:Iteration 7Q (32801.650000 sec): 3 clusters
  Score: Raw -536345.507547 + Penalty 2739.785452 = -533605.722095
  nChanged 120
		SP:Iteration 8Q (32801.820000 sec): 3 clusters
  Score: Raw -536392.772101 + Penalty 2739.785452 = -533652.986648
  nChanged 96
		SP:Iteration 9Q (32802.000000 sec): 3 clusters
  Score: Raw -536433.764684 + Penalty 2739.785452 = -533693.979231
  nChanged 80
		SP:Iteration 10Q (32802.210000 sec): 3 clusters
  Score: Raw -536465.144352 + Penalty 2739.785452 = -533725.358900
  nChanged 69
		SP:Iteration 11Q (32802.440000 sec): 3 clusters
  Score: Raw -536494.609042 + Penalty 2739.785452 = -533754.823589
  nChanged 84
		SP:Iteration 12Q (32802.610000 sec): 3 clusters
  Score: Raw -536529.039621 + Penalty 2739.785452 = -533789.254169
  nChanged 75
		SP:Iteration 13Q (32802.830000 sec): 3 clusters
  Score: Raw -536559.441119 + Penalty 2739.785452 = -533819.655667
  nChanged 78
		SP:Iteration 14Q (32803.020000 sec): 3 clusters
  Score: Raw -536590.165247 + Penalty 2739.785452 = -533850.379794
  nChanged 71
		SP:Iteration 15Q (32803.210000 sec): 3 clusters
  Score: Raw -536623.774348 + Penalty 2739.785452 = -533883.988896
  nChanged 79
		SP:Iteration 16Q (32803.430000 sec): 3 clusters
  Score: Raw -536655.726701 + Penalty 2739.785452 = -533915.941248
  nChanged 70
		SP:Iteration 17Q (32803.630000 sec): 3 clusters
  Score: Raw -536682.591128 + Penalty 2739.785452 = -533942.805675
  nChanged 54
		SP:Iteration 18Q (32803.800000 sec): 3 clusters
  Score: Raw -536703.567276 + Penalty 2739.785452 = -533963.781824
  nChanged 51
		SP:Iteration 19Q (32804.010000 sec): 3 clusters
  Score: Raw -536724.171902 + Penalty 2739.785452 = -533984.386450
  nChanged 56
		SP:Iteration 20F (32804.190000 sec): 3 clusters
  Score: Raw -536744.026542 + Penalty 2739.785452 = -534004.241089
  nChanged 55
		SP:Iteration 21Q (32804.390000 sec): 3 clusters
  Score: Raw -536764.550489 + Penalty 2739.785452 = -534024.765036
  nChanged 47
		SP:Iteration 22Q (32804.550000 sec): 3 clusters
  Score: Raw -536782.291294 + Penalty 2739.785452 = -534042.505841
  nChanged 47
		SP:Iteration 23Q (32804.720000 sec): 3 clusters
  Score: Raw -536801.285302 + Penalty 2739.785452 = -534061.499850
  nChanged 43
		SP:Iteration 24Q (32804.940000 sec): 3 clusters
  Score: Raw -536815.840958 + Penalty 2739.785452 = -534076.055505
  nChanged 41
		SP:Iteration 25Q (32805.080000 sec): 3 clusters
  Score: Raw -536827.852352 + Penalty 2739.785452 = -534088.066899
  nChanged 35
		SP:Iteration 26Q (32805.250000 sec): 3 clusters
  Score: Raw -536839.996091 + Penalty 2739.785452 = -534100.210639
  nChanged 39
		SP:Iteration 27Q (32805.430000 sec): 3 clusters
  Score: Raw -536853.818199 + Penalty 2739.785452 = -534114.032746
  nChanged 36
		SP:Iteration 28Q (32805.600000 sec): 3 clusters
  Score: Raw -536870.941186 + Penalty 2739.785452 = -534131.155734
  nChanged 48
		SP:Iteration 29Q (32805.810000 sec): 3 clusters
  Score: Raw -536888.926556 + Penalty 2739.785452 = -534149.141103
  nChanged 31
		SP:Iteration 30Q (32805.980000 sec): 3 clusters
  Score: Raw -536899.334212 + Penalty 2739.785452 = -534159.548760
  nChanged 39
		SP:Iteration 31Q (32806.200000 sec): 3 clusters
  Score: Raw -536914.971740 + Penalty 2739.785452 = -534175.186287
  nChanged 31
		SP:Iteration 32Q (32806.380000 sec): 3 clusters
  Score: Raw -536924.396078 + Penalty 2739.785452 = -534184.610626
  nChanged 36
		SP:Iteration 33Q (32806.610000 sec): 3 clusters
  Score: Raw -536939.590656 + Penalty 2739.785452 = -534199.805204
  nChanged 47
		SP:Iteration 34Q (32806.780000 sec): 3 clusters
  Score: Raw -536956.485896 + Penalty 2739.785452 = -534216.700443
  nChanged 41
		SP:Iteration 35Q (32806.960000 sec): 3 clusters
  Score: Raw -536972.128035 + Penalty 2739.785452 = -534232.342583
  nChanged 39
		SP:Iteration 36Q (32807.160000 sec): 3 clusters
  Score: Raw -536984.780526 + Penalty 2739.785452 = -534244.995074
  nChanged 29
		SP:Iteration 37Q (32807.350000 sec): 3 clusters
  Score: Raw -536993.502498 + Penalty 2739.785452 = -534253.717046
  nChanged 26
		SP:Iteration 38Q (32807.530000 sec): 3 clusters
  Score: Raw -537001.744185 + Penalty 2739.785452 = -534261.958732
  nChanged 18
		SP:Iteration 39Q (32807.720000 sec): 3 clusters
  Score: Raw -537005.632988 + Penalty 2739.785452 = -534265.847536
  nChanged 16
		SP:Iteration 40F (32807.870000 sec): 3 clusters
  Score: Raw -537009.891223 + Penalty 2739.785452 = -534270.105770
  nChanged 15
		SP:Iteration 41Q (32808.060000 sec): 3 clusters
  Score: Raw -537014.162128 + Penalty 2739.785452 = -534274.376675
  nChanged 13
		SP:Iteration 42Q (32808.270000 sec): 3 clusters
  Score: Raw -537017.288600 + Penalty 2739.785452 = -534277.503147
  nChanged 9
		SP:Iteration 43Q (32808.480000 sec): 3 clusters
  Score: Raw -537019.814375 + Penalty 2739.785452 = -534280.028922
  nChanged 7
		SP:Iteration 44Q (32808.640000 sec): 3 clusters
  Score: Raw -537021.243357 + Penalty 2739.785452 = -534281.457904
  nChanged 7
		SP:Iteration 45Q (32808.830000 sec): 3 clusters
  Score: Raw -537022.488339 + Penalty 2739.785452 = -534282.702886
  nChanged 6
		SP:Iteration 46Q (32809.020000 sec): 3 clusters
  Score: Raw -537023.954679 + Penalty 2739.785452 = -534284.169226
  nChanged 8
		SP:Iteration 47Q (32809.220000 sec): 3 clusters
  Score: Raw -537025.377566 + Penalty 2739.785452 = -534285.592113
  nChanged 3
		SP:Iteration 48Q (32809.420000 sec): 3 clusters
  Score: Raw -537026.014390 + Penalty 2739.785452 = -534286.228937
  nChanged 4
		SP:Iteration 49Q (32809.640000 sec): 3 clusters
  Score: Raw -537026.971216 + Penalty 2739.785452 = -534287.185763
  nChanged 3
		SP:Iteration 50Q (32809.820000 sec): 3 clusters
  Score: Raw -537027.705794 + Penalty 2739.785452 = -534287.920342
  nChanged 4
		SP:Iteration 51Q (32810.000000 sec): 3 clusters
  Score: Raw -537028.369080 + Penalty 2739.785452 = -534288.583627
  nChanged 3
		SP:Iteration 52Q (32810.170000 sec): 3 clusters
  Score: Raw -537028.850080 + Penalty 2739.785452 = -534289.064627
  nChanged 1
		SP:Iteration 53Q (32810.330000 sec): 3 clusters
  Score: Raw -537029.120107 + Penalty 2739.785452 = -534289.334654
  nChanged 1
		SP:Iteration 54Q (32810.530000 sec): 3 clusters
  Score: Raw -537029.439907 + Penalty 2739.785452 = -534289.654455
  nChanged 1
		SP:Iteration 55Q (32810.710000 sec): 3 clusters
  Score: Raw -537029.549811 + Penalty 2739.785452 = -534289.764359
  nChanged 0
		SP:Iteration 56F (32810.880000 sec): 3 clusters
  Score: Raw -537029.549811 + Penalty 2739.785452 = -534289.764359
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 54 (260103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32811.890000 sec): 2 clusters
  Score: Raw -27752623.574033 + Penalty 2026.185360 = -27750597.388673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32813.080000 sec): 3 clusters
  Score: Raw -27579255.579366 + Penalty 4052.370720 = -27575203.208646
  nChanged 126367
		SP:Iteration 1F (32814.280000 sec): 3 clusters
  Score: Raw -27656239.734692 + Penalty 4052.370720 = -27652187.363972
  nChanged 10567
		SP:Iteration 2Q (32815.450000 sec): 3 clusters
  Score: Raw -27660227.358446 + Penalty 4052.370720 = -27656174.987726
  nChanged 12659
		SP:Iteration 3Q (32816.650000 sec): 3 clusters
  Score: Raw -27666103.954464 + Penalty 4052.370720 = -27662051.583744
  nChanged 14629
		SP:Iteration 4F (32817.850000 sec): 3 clusters
  Score: Raw -27674072.886904 + Penalty 4052.370720 = -27670020.516183
  nChanged 15993
		SP:Iteration 5F (32819.120000 sec): 3 clusters
  Score: Raw -27683634.879890 + Penalty 4052.370720 = -27679582.509170
  nChanged 16331
		SP:Iteration 6F (32820.310000 sec): 3 clusters
  Score: Raw -27694058.797121 + Penalty 4052.370720 = -27690006.426401
  nChanged 15681
		SP:Iteration 7F (32821.480000 sec): 3 clusters
  Score: Raw -27704607.610929 + Penalty 4052.370720 = -27700555.240209
  nChanged 14274
		SP:Iteration 8F (32822.680000 sec): 3 clusters
  Score: Raw -27714749.007796 + Penalty 4052.370720 = -27710696.637076
  nChanged 12565
		SP:Iteration 9Q (32823.940000 sec): 3 clusters
  Score: Raw -27723572.317937 + Penalty 4052.370720 = -27719519.947217
  nChanged 10861
		SP:Iteration 10Q (32825.050000 sec): 3 clusters
  Score: Raw -27731121.973562 + Penalty 4052.370720 = -27727069.602842
  nChanged 9166
		SP:Iteration 11Q (32826.250000 sec): 3 clusters
  Score: Raw -27737496.752011 + Penalty 4052.370720 = -27733444.381291
  nChanged 7614
		SP:Iteration 12Q (32827.490000 sec): 3 clusters
  Score: Raw -27742759.325364 + Penalty 4052.370720 = -27738706.954644
  nChanged 5753
		SP:Iteration 13Q (32828.670000 sec): 3 clusters
  Score: Raw -27746669.947862 + Penalty 4052.370720 = -27742617.577142
  nChanged 3994
		SP:Iteration 14Q (32829.770000 sec): 3 clusters
  Score: Raw -27749304.251040 + Penalty 4052.370720 = -27745251.880320
  nChanged 2559
		SP:Iteration 15Q (32830.960000 sec): 3 clusters
  Score: Raw -27750916.739098 + Penalty 4052.370720 = -27746864.368378
  nChanged 1532
		SP:Iteration 16Q (32832.150000 sec): 3 clusters
  Score: Raw -27751835.826593 + Penalty 4052.370720 = -27747783.455872
  nChanged 837
		SP:Iteration 17Q (32833.310000 sec): 3 clusters
  Score: Raw -27752308.558502 + Penalty 4052.370720 = -27748256.187782
  nChanged 460
		SP:Iteration 18Q (32834.490000 sec): 3 clusters
  Score: Raw -27752563.124469 + Penalty 4052.370720 = -27748510.753749
  nChanged 285
		SP:Iteration 19Q (32835.560000 sec): 3 clusters
  Score: Raw -27752721.561103 + Penalty 4052.370720 = -27748669.190383
  nChanged 182
		SP:Iteration 20F (32836.890000 sec): 3 clusters
  Score: Raw -27752823.223265 + Penalty 4052.370720 = -27748770.852545
  nChanged 134
		SP:Iteration 21Q (32838.070000 sec): 3 clusters
  Score: Raw -27752898.997172 + Penalty 4052.370720 = -27748846.626452
  nChanged 91
		SP:Iteration 22Q (32839.260000 sec): 3 clusters
  Score: Raw -27752953.924449 + Penalty 4052.370720 = -27748901.553728
  nChanged 75
		SP:Iteration 23Q (32840.380000 sec): 3 clusters
  Score: Raw -27752989.889924 + Penalty 4052.370720 = -27748937.519204
  nChanged 62
		SP:Iteration 24Q (32841.470000 sec): 3 clusters
  Score: Raw -27753025.134165 + Penalty 4052.370720 = -27748972.763445
  nChanged 56
		SP:Iteration 25Q (32842.580000 sec): 3 clusters
  Score: Raw -27753048.970577 + Penalty 4052.370720 = -27748996.599857
  nChanged 42
		SP:Iteration 26Q (32843.690000 sec): 3 clusters
  Score: Raw -27753064.628696 + Penalty 4052.370720 = -27749012.257975
  nChanged 23
		SP:Iteration 27Q (32844.710000 sec): 3 clusters
  Score: Raw -27753073.955530 + Penalty 4052.370720 = -27749021.584809
  nChanged 20
		SP:Iteration 28Q (32845.850000 sec): 3 clusters
  Score: Raw -27753081.623327 + Penalty 4052.370720 = -27749029.252607
  nChanged 18
		SP:Iteration 29Q (32847.050000 sec): 3 clusters
  Score: Raw -27753092.296704 + Penalty 4052.370720 = -27749039.925984
  nChanged 21
		SP:Iteration 30Q (32848.140000 sec): 3 clusters
  Score: Raw -27753100.791929 + Penalty 4052.370720 = -27749048.421209
  nChanged 18
		SP:Iteration 31Q (32849.320000 sec): 3 clusters
  Score: Raw -27753110.572266 + Penalty 4052.370720 = -27749058.201546
  nChanged 24
		SP:Iteration 32Q (32850.560000 sec): 3 clusters
  Score: Raw -27753120.671952 + Penalty 4052.370720 = -27749068.301232
  nChanged 19
		SP:Iteration 33Q (32851.820000 sec): 3 clusters
  Score: Raw -27753131.876270 + Penalty 4052.370720 = -27749079.505549
  nChanged 17
		SP:Iteration 34Q (32853.090000 sec): 3 clusters
  Score: Raw -27753138.518883 + Penalty 4052.370720 = -27749086.148163
  nChanged 17
		SP:Iteration 35Q (32854.320000 sec): 3 clusters
  Score: Raw -27753144.398705 + Penalty 4052.370720 = -27749092.027985
  nChanged 13
		SP:Iteration 36Q (32855.420000 sec): 3 clusters
  Score: Raw -27753151.194327 + Penalty 4052.370720 = -27749098.823606
  nChanged 15
		SP:Iteration 37Q (32856.530000 sec): 3 clusters
  Score: Raw -27753157.514143 + Penalty 4052.370720 = -27749105.143423
  nChanged 11
		SP:Iteration 38Q (32857.670000 sec): 3 clusters
  Score: Raw -27753162.210982 + Penalty 4052.370720 = -27749109.840262
  nChanged 10
		SP:Iteration 39Q (32858.800000 sec): 3 clusters
  Score: Raw -27753165.710223 + Penalty 4052.370720 = -27749113.339503
  nChanged 10
		SP:Iteration 40F (32860.120000 sec): 3 clusters
  Score: Raw -27753169.470419 + Penalty 4052.370720 = -27749117.099699
  nChanged 10
		SP:Iteration 41Q (32861.310000 sec): 3 clusters
  Score: Raw -27753172.649888 + Penalty 4052.370720 = -27749120.279168
  nChanged 3
		SP:Iteration 42Q (32862.540000 sec): 3 clusters
  Score: Raw -27753173.363405 + Penalty 4052.370720 = -27749120.992685
  nChanged 1
		SP:Iteration 43Q (32863.670000 sec): 3 clusters
  Score: Raw -27753173.936886 + Penalty 4052.370720 = -27749121.566166
  nChanged 2
		SP:Iteration 44Q (32864.840000 sec): 3 clusters
  Score: Raw -27753174.885947 + Penalty 4052.370720 = -27749122.515226
  nChanged 2
		SP:Iteration 45Q (32866.000000 sec): 3 clusters
  Score: Raw -27753176.685375 + Penalty 4052.370720 = -27749124.314655
  nChanged 2
		SP:Iteration 46Q (32867.130000 sec): 3 clusters
  Score: Raw -27753177.645259 + Penalty 4052.370720 = -27749125.274539
  nChanged 0
		SP:Iteration 47F (32868.500000 sec): 3 clusters
  Score: Raw -27753177.645259 + Penalty 4052.370720 = -27749125.274539
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 55 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32868.760000 sec): 2 clusters
  Score: Raw -53938.670639 + Penalty 993.473354 = -52945.197285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32868.960000 sec): 3 clusters
  Score: Raw -53919.288326 + Penalty 1986.946708 = -51932.341618
  nChanged 97
		SP:Iteration 1F (32869.130000 sec): 3 clusters
  Score: Raw -54058.712460 + Penalty 1986.946708 = -52071.765752
  nChanged 19
		SP:Iteration 2Q (32869.300000 sec): 3 clusters
  Score: Raw -54081.737018 + Penalty 1986.946708 = -52094.790310
  nChanged 11
		SP:Iteration 3Q (32869.480000 sec): 3 clusters
  Score: Raw -54096.636302 + Penalty 1986.946708 = -52109.689594
  nChanged 6
		SP:Iteration 4Q (32869.660000 sec): 3 clusters
  Score: Raw -54101.032799 + Penalty 1986.946708 = -52114.086090
  nChanged 3
		SP:Iteration 5Q (32869.840000 sec): 3 clusters
  Score: Raw -54105.486081 + Penalty 1986.946708 = -52118.539373
  nChanged 4
		SP:Iteration 6Q (32870.080000 sec): 3 clusters
  Score: Raw -54116.379979 + Penalty 1986.946708 = -52129.433270
  nChanged 3
		SP:Iteration 7Q (32870.220000 sec): 3 clusters
  Score: Raw -54128.352520 + Penalty 1986.946708 = -52141.405812
  nChanged 5
		SP:Iteration 8Q (32870.430000 sec): 3 clusters
  Score: Raw -54137.803379 + Penalty 1986.946708 = -52150.856670
  nChanged 4
		SP:Iteration 9Q (32870.590000 sec): 3 clusters
  Score: Raw -54146.309776 + Penalty 1986.946708 = -52159.363067
  nChanged 6
		SP:Iteration 10Q (32870.790000 sec): 3 clusters
  Score: Raw -54161.910020 + Penalty 1986.946708 = -52174.963311
  nChanged 5
		SP:Iteration 11Q (32870.940000 sec): 3 clusters
  Score: Raw -54167.135072 + Penalty 1986.946708 = -52180.188363
  nChanged 2
		SP:Iteration 12Q (32871.130000 sec): 3 clusters
  Score: Raw -54169.508890 + Penalty 1986.946708 = -52182.562182
  nChanged 0
		SP:Iteration 13F (32871.300000 sec): 3 clusters
  Score: Raw -54169.508890 + Penalty 1986.946708 = -52182.562182
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 56 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32871.390000 sec): 2 clusters
  Score: Raw -40653.329590 + Penalty 942.844236 = -39710.485354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32871.550000 sec): 3 clusters
  Score: Raw -40708.651650 + Penalty 1885.688472 = -38822.963178
  nChanged 55
		SP:Iteration 1F (32871.700000 sec): 3 clusters
  Score: Raw -40812.931141 + Penalty 1885.688472 = -38927.242669
  nChanged 9
		SP:Iteration 2Q (32871.890000 sec): 3 clusters
  Score: Raw -40827.579324 + Penalty 1885.688472 = -38941.890852
  nChanged 5
		SP:Iteration 3Q (32872.070000 sec): 3 clusters
  Score: Raw -40844.554220 + Penalty 1885.688472 = -38958.865748
  nChanged 3
		SP:Iteration 4Q (32872.210000 sec): 3 clusters
  Score: Raw -40849.845517 + Penalty 1885.688472 = -38964.157045
  nChanged 1
		SP:Iteration 5Q (32872.410000 sec): 3 clusters
  Score: Raw -40851.285466 + Penalty 1885.688472 = -38965.596994
  nChanged 0
		SP:Iteration 6F (32872.600000 sec): 3 clusters
  Score: Raw -40851.285466 + Penalty 1885.688472 = -38965.596994
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 57 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32872.700000 sec): 2 clusters
  Score: Raw -24718.378692 + Penalty 883.687888 = -23834.690804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32872.890000 sec): 3 clusters
  Score: Raw -24837.239964 + Penalty 1767.375775 = -23069.864189
  nChanged 32
		SP:Iteration 1F (32873.050000 sec): 3 clusters
  Score: Raw -24942.447662 + Penalty 1767.375775 = -23175.071887
  nChanged 14
		SP:Iteration 2F (32873.200000 sec): 3 clusters
  Score: Raw -24989.946687 + Penalty 1767.375775 = -23222.570912
  nChanged 9
		SP:Iteration 3Q (32873.350000 sec): 3 clusters
  Score: Raw -25019.283562 + Penalty 1767.375775 = -23251.907787
  nChanged 4
		SP:Iteration 4Q (32873.500000 sec): 3 clusters
  Score: Raw -25028.389878 + Penalty 1767.375775 = -23261.014102
  nChanged 1
		SP:Iteration 5Q (32873.650000 sec): 3 clusters
  Score: Raw -25029.843515 + Penalty 1767.375775 = -23262.467740
  nChanged 1
		SP:Iteration 6Q (32873.800000 sec): 3 clusters
  Score: Raw -25035.805093 + Penalty 1767.375775 = -23268.429318
  nChanged 1
		SP:Iteration 7Q (32873.960000 sec): 3 clusters
  Score: Raw -25037.602396 + Penalty 1767.375775 = -23270.226620
  nChanged 0
		SP:Iteration 8F (32874.130000 sec): 3 clusters
  Score: Raw -25037.602396 + Penalty 1767.375775 = -23270.226620
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 58 (7081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32874.290000 sec): 2 clusters
  Score: Raw -870790.481935 + Penalty 1440.590193 = -869349.891742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32874.470000 sec): 3 clusters
  Score: Raw -866911.507443 + Penalty 2881.180386 = -864030.327056
  nChanged 2989
		SP:Iteration 1F (32874.690000 sec): 3 clusters
  Score: Raw -868546.452221 + Penalty 2881.180386 = -865665.271835
  nChanged 434
		SP:Iteration 2F (32874.850000 sec): 3 clusters
  Score: Raw -868770.824562 + Penalty 2881.180386 = -865889.644175
  nChanged 362
		SP:Iteration 3F (32875.070000 sec): 3 clusters
  Score: Raw -868939.491009 + Penalty 2881.180386 = -866058.310622
  nChanged 305
		SP:Iteration 4Q (32875.290000 sec): 3 clusters
  Score: Raw -869080.708938 + Penalty 2881.180386 = -866199.528552
  nChanged 259
		SP:Iteration 5Q (32875.510000 sec): 3 clusters
  Score: Raw -869189.959051 + Penalty 2881.180386 = -866308.778664
  nChanged 223
		SP:Iteration 6Q (32875.750000 sec): 3 clusters
  Score: Raw -869289.240277 + Penalty 2881.180386 = -866408.059890
  nChanged 212
		SP:Iteration 7Q (32875.970000 sec): 3 clusters
  Score: Raw -869378.226473 + Penalty 2881.180386 = -866497.046087
  nChanged 201
		SP:Iteration 8Q (32876.210000 sec): 3 clusters
  Score: Raw -869474.302589 + Penalty 2881.180386 = -866593.122203
  nChanged 219
		SP:Iteration 9Q (32876.390000 sec): 3 clusters
  Score: Raw -869578.414424 + Penalty 2881.180386 = -866697.234037
  nChanged 212
		SP:Iteration 10Q (32876.570000 sec): 3 clusters
  Score: Raw -869688.384065 + Penalty 2881.180386 = -866807.203678
  nChanged 209
		SP:Iteration 11Q (32876.780000 sec): 3 clusters
  Score: Raw -869799.199885 + Penalty 2881.180386 = -866918.019498
  nChanged 200
		SP:Iteration 12Q (32877.010000 sec): 3 clusters
  Score: Raw -869895.737094 + Penalty 2881.180386 = -867014.556707
  nChanged 180
		SP:Iteration 13Q (32877.200000 sec): 3 clusters
  Score: Raw -869973.467880 + Penalty 2881.180386 = -867092.287493
  nChanged 157
		SP:Iteration 14Q (32877.430000 sec): 3 clusters
  Score: Raw -870038.006411 + Penalty 2881.180386 = -867156.826024
  nChanged 128
		SP:Iteration 15Q (32877.610000 sec): 3 clusters
  Score: Raw -870093.065335 + Penalty 2881.180386 = -867211.884949
  nChanged 128
		SP:Iteration 16Q (32877.750000 sec): 3 clusters
  Score: Raw -870145.535317 + Penalty 2881.180386 = -867264.354931
  nChanged 93
		SP:Iteration 17Q (32877.950000 sec): 3 clusters
  Score: Raw -870188.401273 + Penalty 2881.180386 = -867307.220887
  nChanged 100
		SP:Iteration 18Q (32878.090000 sec): 3 clusters
  Score: Raw -870232.626696 + Penalty 2881.180386 = -867351.446309
  nChanged 99
		SP:Iteration 19Q (32878.310000 sec): 3 clusters
  Score: Raw -870275.914870 + Penalty 2881.180386 = -867394.734483
  nChanged 92
		SP:Iteration 20F (32878.510000 sec): 3 clusters
  Score: Raw -870321.528919 + Penalty 2881.180386 = -867440.348533
  nChanged 98
		SP:Iteration 21Q (32878.750000 sec): 3 clusters
  Score: Raw -870374.349596 + Penalty 2881.180386 = -867493.169209
  nChanged 113
		SP:Iteration 22Q (32878.950000 sec): 3 clusters
  Score: Raw -870438.510383 + Penalty 2881.180386 = -867557.329997
  nChanged 95
		SP:Iteration 23Q (32879.160000 sec): 3 clusters
  Score: Raw -870490.085282 + Penalty 2881.180386 = -867608.904895
  nChanged 89
		SP:Iteration 24Q (32879.370000 sec): 3 clusters
  Score: Raw -870538.651755 + Penalty 2881.180386 = -867657.471368
  nChanged 92
		SP:Iteration 25Q (32879.570000 sec): 3 clusters
  Score: Raw -870589.805474 + Penalty 2881.180386 = -867708.625088
  nChanged 79
		SP:Iteration 26Q (32879.770000 sec): 3 clusters
  Score: Raw -870633.767532 + Penalty 2881.180386 = -867752.587146
  nChanged 72
		SP:Iteration 27Q (32879.970000 sec): 3 clusters
  Score: Raw -870676.759456 + Penalty 2881.180386 = -867795.579070
  nChanged 63
		SP:Iteration 28Q (32880.160000 sec): 3 clusters
  Score: Raw -870715.282226 + Penalty 2881.180386 = -867834.101840
  nChanged 65
		SP:Iteration 29Q (32880.390000 sec): 3 clusters
  Score: Raw -870753.028938 + Penalty 2881.180386 = -867871.848552
  nChanged 54
		SP:Iteration 30Q (32880.600000 sec): 3 clusters
  Score: Raw -870778.679103 + Penalty 2881.180386 = -867897.498717
  nChanged 30
		SP:Iteration 31Q (32880.780000 sec): 3 clusters
  Score: Raw -870792.180315 + Penalty 2881.180386 = -867910.999929
  nChanged 32
		SP:Iteration 32Q (32881.040000 sec): 3 clusters
  Score: Raw -870807.042420 + Penalty 2881.180386 = -867925.862034
  nChanged 32
		SP:Iteration 33Q (32881.250000 sec): 3 clusters
  Score: Raw -870823.763580 + Penalty 2881.180386 = -867942.583194
  nChanged 37
		SP:Iteration 34Q (32881.440000 sec): 3 clusters
  Score: Raw -870841.424635 + Penalty 2881.180386 = -867960.244249
  nChanged 32
		SP:Iteration 35Q (32881.640000 sec): 3 clusters
  Score: Raw -870858.302505 + Penalty 2881.180386 = -867977.122119
  nChanged 37
		SP:Iteration 36Q (32881.840000 sec): 3 clusters
  Score: Raw -870880.091267 + Penalty 2881.180386 = -867998.910880
  nChanged 26
		SP:Iteration 37Q (32882.050000 sec): 3 clusters
  Score: Raw -870893.269842 + Penalty 2881.180386 = -868012.089456
  nChanged 21
		SP:Iteration 38Q (32882.300000 sec): 3 clusters
  Score: Raw -870905.348856 + Penalty 2881.180386 = -868024.168470
  nChanged 21
		SP:Iteration 39Q (32882.500000 sec): 3 clusters
  Score: Raw -870915.522049 + Penalty 2881.180386 = -868034.341663
  nChanged 14
		SP:Iteration 40F (32882.700000 sec): 3 clusters
  Score: Raw -870922.087851 + Penalty 2881.180386 = -868040.907464
  nChanged 11
		SP:Iteration 41Q (32882.920000 sec): 3 clusters
  Score: Raw -870927.497195 + Penalty 2881.180386 = -868046.316809
  nChanged 10
		SP:Iteration 42Q (32883.120000 sec): 3 clusters
  Score: Raw -870932.094651 + Penalty 2881.180386 = -868050.914265
  nChanged 5
		SP:Iteration 43Q (32883.300000 sec): 3 clusters
  Score: Raw -870934.356188 + Penalty 2881.180386 = -868053.175801
  nChanged 5
		SP:Iteration 44Q (32883.510000 sec): 3 clusters
  Score: Raw -870935.333362 + Penalty 2881.180386 = -868054.152976
  nChanged 5
		SP:Iteration 45Q (32883.680000 sec): 3 clusters
  Score: Raw -870937.281166 + Penalty 2881.180386 = -868056.100780
  nChanged 3
		SP:Iteration 46Q (32883.900000 sec): 3 clusters
  Score: Raw -870938.662262 + Penalty 2881.180386 = -868057.481876
  nChanged 6
		SP:Iteration 47Q (32884.060000 sec): 3 clusters
  Score: Raw -870940.712678 + Penalty 2881.180386 = -868059.532292
  nChanged 2
		SP:Iteration 48Q (32884.280000 sec): 3 clusters
  Score: Raw -870941.357668 + Penalty 2881.180386 = -868060.177281
  nChanged 3
		SP:Iteration 49Q (32884.480000 sec): 3 clusters
  Score: Raw -870943.415476 + Penalty 2881.180386 = -868062.235090
  nChanged 3
		SP:Iteration 50Q (32884.680000 sec): 3 clusters
  Score: Raw -870945.369701 + Penalty 2881.180386 = -868064.189314
  nChanged 3
		SP:Iteration 51Q (32884.840000 sec): 3 clusters
  Score: Raw -870946.063849 + Penalty 2881.180386 = -868064.883462
  nChanged 1
		SP:Iteration 52Q (32885.040000 sec): 3 clusters
  Score: Raw -870946.696028 + Penalty 2881.180386 = -868065.515641
  nChanged 0
		SP:Iteration 53F (32885.250000 sec): 3 clusters
  Score: Raw -870946.696028 + Penalty 2881.180386 = -868065.515641
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 59 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32885.330000 sec): 2 clusters
  Score: Raw -63120.446075 + Penalty 1038.958498 = -62081.487577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32885.540000 sec): 3 clusters
  Score: Raw -63032.077945 + Penalty 2077.916995 = -60954.160950
  nChanged 155
		SP:Iteration 1F (32885.700000 sec): 3 clusters
  Score: Raw -63371.032040 + Penalty 2077.916995 = -61293.115044
  nChanged 85
		SP:Iteration 2F (32885.880000 sec): 3 clusters
  Score: Raw -63631.430614 + Penalty 2077.916995 = -61553.513619
  nChanged 34
		SP:Iteration 3F (32886.030000 sec): 3 clusters
  Score: Raw -63717.488357 + Penalty 2077.916995 = -61639.571362
  nChanged 14
		SP:Iteration 4Q (32886.190000 sec): 3 clusters
  Score: Raw -63744.218531 + Penalty 2077.916995 = -61666.301536
  nChanged 6
		SP:Iteration 5Q (32886.390000 sec): 3 clusters
  Score: Raw -63765.940075 + Penalty 2077.916995 = -61688.023080
  nChanged 4
		SP:Iteration 6Q (32886.620000 sec): 3 clusters
  Score: Raw -63776.028759 + Penalty 2077.916995 = -61698.111764
  nChanged 3
		SP:Iteration 7Q (32886.780000 sec): 3 clusters
  Score: Raw -63788.586496 + Penalty 2077.916995 = -61710.669501
  nChanged 6
		SP:Iteration 8Q (32886.990000 sec): 3 clusters
  Score: Raw -63805.574692 + Penalty 2077.916995 = -61727.657697
  nChanged 4
		SP:Iteration 9Q (32887.170000 sec): 3 clusters
  Score: Raw -63816.440592 + Penalty 2077.916995 = -61738.523597
  nChanged 5
		SP:Iteration 10Q (32887.380000 sec): 3 clusters
  Score: Raw -63829.857474 + Penalty 2077.916995 = -61751.940479
  nChanged 2
		SP:Iteration 11Q (32887.530000 sec): 3 clusters
  Score: Raw -63832.427777 + Penalty 2077.916995 = -61754.510782
  nChanged 4
		SP:Iteration 12Q (32887.740000 sec): 3 clusters
  Score: Raw -63841.794535 + Penalty 2077.916995 = -61763.877540
  nChanged 5
		SP:Iteration 13Q (32887.890000 sec): 3 clusters
  Score: Raw -63851.305056 + Penalty 2077.916995 = -61773.388061
  nChanged 2
		SP:Iteration 14Q (32888.100000 sec): 3 clusters
  Score: Raw -63853.515963 + Penalty 2077.916995 = -61775.598968
  nChanged 2
		SP:Iteration 15Q (32888.250000 sec): 3 clusters
  Score: Raw -63857.205244 + Penalty 2077.916995 = -61779.288249
  nChanged 0
		SP:Iteration 16F (32888.440000 sec): 3 clusters
  Score: Raw -63857.205244 + Penalty 2077.916995 = -61779.288249
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 60 (2408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32888.570000 sec): 2 clusters
  Score: Raw -236780.828134 + Penalty 1265.314669 = -235515.513466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32888.700000 sec): 3 clusters
  Score: Raw -235697.193920 + Penalty 2530.629337 = -233166.564583
  nChanged 899
		SP:Iteration 1F (32888.870000 sec): 3 clusters
  Score: Raw -236326.452342 + Penalty 2530.629337 = -233795.823005
  nChanged 226
		SP:Iteration 2F (32889.050000 sec): 3 clusters
  Score: Raw -236515.617267 + Penalty 2530.629337 = -233984.987930
  nChanged 127
		SP:Iteration 3F (32889.250000 sec): 3 clusters
  Score: Raw -236617.563728 + Penalty 2530.629337 = -234086.934391
  nChanged 114
		SP:Iteration 4Q (32889.430000 sec): 3 clusters
  Score: Raw -236704.554345 + Penalty 2530.629337 = -234173.925008
  nChanged 96
		SP:Iteration 5Q (32889.610000 sec): 3 clusters
  Score: Raw -236790.478411 + Penalty 2530.629337 = -234259.849074
  nChanged 103
		SP:Iteration 6Q (32889.770000 sec): 3 clusters
  Score: Raw -236903.220453 + Penalty 2530.629337 = -234372.591116
  nChanged 102
		SP:Iteration 7Q (32889.920000 sec): 3 clusters
  Score: Raw -237018.618324 + Penalty 2530.629337 = -234487.988987
  nChanged 77
		SP:Iteration 8Q (32890.080000 sec): 3 clusters
  Score: Raw -237083.251541 + Penalty 2530.629337 = -234552.622204
  nChanged 63
		SP:Iteration 9Q (32890.320000 sec): 3 clusters
  Score: Raw -237127.717669 + Penalty 2530.629337 = -234597.088332
  nChanged 47
		SP:Iteration 10Q (32890.530000 sec): 3 clusters
  Score: Raw -237168.215814 + Penalty 2530.629337 = -234637.586477
  nChanged 46
		SP:Iteration 11Q (32890.730000 sec): 3 clusters
  Score: Raw -237202.133664 + Penalty 2530.629337 = -234671.504327
  nChanged 35
		SP:Iteration 12Q (32890.940000 sec): 3 clusters
  Score: Raw -237222.085202 + Penalty 2530.629337 = -234691.455865
  nChanged 23
		SP:Iteration 13Q (32891.100000 sec): 3 clusters
  Score: Raw -237237.254221 + Penalty 2530.629337 = -234706.624884
  nChanged 21
		SP:Iteration 14Q (32891.300000 sec): 3 clusters
  Score: Raw -237250.327940 + Penalty 2530.629337 = -234719.698603
  nChanged 16
		SP:Iteration 15Q (32891.490000 sec): 3 clusters
  Score: Raw -237260.338318 + Penalty 2530.629337 = -234729.708981
  nChanged 15
		SP:Iteration 16Q (32891.670000 sec): 3 clusters
  Score: Raw -237270.968742 + Penalty 2530.629337 = -234740.339405
  nChanged 18
		SP:Iteration 17Q (32891.850000 sec): 3 clusters
  Score: Raw -237283.346410 + Penalty 2530.629337 = -234752.717073
  nChanged 13
		SP:Iteration 18Q (32892.060000 sec): 3 clusters
  Score: Raw -237289.683222 + Penalty 2530.629337 = -234759.053885
  nChanged 7
		SP:Iteration 19Q (32892.230000 sec): 3 clusters
  Score: Raw -237292.748745 + Penalty 2530.629337 = -234762.119408
  nChanged 7
		SP:Iteration 20F (32892.390000 sec): 3 clusters
  Score: Raw -237302.873357 + Penalty 2530.629337 = -234772.244020
  nChanged 9
		SP:Iteration 21Q (32892.590000 sec): 3 clusters
  Score: Raw -237311.377510 + Penalty 2530.629337 = -234780.748173
  nChanged 12
		SP:Iteration 22Q (32892.720000 sec): 3 clusters
  Score: Raw -237318.091929 + Penalty 2530.629337 = -234787.462592
  nChanged 14
		SP:Iteration 23Q (32892.860000 sec): 3 clusters
  Score: Raw -237325.492700 + Penalty 2530.629337 = -234794.863362
  nChanged 12
		SP:Iteration 24Q (32892.990000 sec): 3 clusters
  Score: Raw -237333.160995 + Penalty 2530.629337 = -234802.531658
  nChanged 13
		SP:Iteration 25Q (32893.190000 sec): 3 clusters
  Score: Raw -237340.347971 + Penalty 2530.629337 = -234809.718634
  nChanged 6
		SP:Iteration 26Q (32893.380000 sec): 3 clusters
  Score: Raw -237342.841558 + Penalty 2530.629337 = -234812.212221
  nChanged 6
		SP:Iteration 27Q (32893.580000 sec): 3 clusters
  Score: Raw -237346.145779 + Penalty 2530.629337 = -234815.516442
  nChanged 6
		SP:Iteration 28Q (32893.750000 sec): 3 clusters
  Score: Raw -237349.247962 + Penalty 2530.629337 = -234818.618625
  nChanged 2
		SP:Iteration 29Q (32893.920000 sec): 3 clusters
  Score: Raw -237350.543433 + Penalty 2530.629337 = -234819.914096
  nChanged 4
		SP:Iteration 30Q (32894.130000 sec): 3 clusters
  Score: Raw -237354.452861 + Penalty 2530.629337 = -234823.823524
  nChanged 4
		SP:Iteration 31Q (32894.280000 sec): 3 clusters
  Score: Raw -237358.040176 + Penalty 2530.629337 = -234827.410839
  nChanged 2
		SP:Iteration 32Q (32894.520000 sec): 3 clusters
  Score: Raw -237360.654083 + Penalty 2530.629337 = -234830.024746
  nChanged 1
		SP:Iteration 33Q (32894.710000 sec): 3 clusters
  Score: Raw -237361.148612 + Penalty 2530.629337 = -234830.519275
  nChanged 2
		SP:Iteration 34Q (32894.860000 sec): 3 clusters
  Score: Raw -237363.686131 + Penalty 2530.629337 = -234833.056794
  nChanged 1
		SP:Iteration 35Q (32895.050000 sec): 3 clusters
  Score: Raw -237364.322492 + Penalty 2530.629337 = -234833.693155
  nChanged 0
		SP:Iteration 36F (32895.250000 sec): 3 clusters
  Score: Raw -237364.322492 + Penalty 2530.629337 = -234833.693155
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 61 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32895.340000 sec): 2 clusters
  Score: Raw -42869.799940 + Penalty 959.621300 = -41910.178640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32895.530000 sec): 3 clusters
  Score: Raw -42865.288338 + Penalty 1919.242601 = -40946.045737
  nChanged 79
		SP:Iteration 1F (32895.690000 sec): 3 clusters
  Score: Raw -43014.515586 + Penalty 1919.242601 = -41095.272985
  nChanged 20
		SP:Iteration 2F (32895.890000 sec): 3 clusters
  Score: Raw -43059.894482 + Penalty 1919.242601 = -41140.651882
  nChanged 11
		SP:Iteration 3Q (32896.010000 sec): 3 clusters
  Score: Raw -43081.939884 + Penalty 1919.242601 = -41162.697283
  nChanged 5
		SP:Iteration 4Q (32896.170000 sec): 3 clusters
  Score: Raw -43088.815467 + Penalty 1919.242601 = -41169.572866
  nChanged 4
		SP:Iteration 5Q (32896.310000 sec): 3 clusters
  Score: Raw -43100.029693 + Penalty 1919.242601 = -41180.787092
  nChanged 1
		SP:Iteration 6Q (32896.500000 sec): 3 clusters
  Score: Raw -43104.012579 + Penalty 1919.242601 = -41184.769978
  nChanged 0
		SP:Iteration 7F (32896.640000 sec): 3 clusters
  Score: Raw -43104.012579 + Penalty 1919.242601 = -41184.769978
  nChanged 0
Iteration 299Q (32992.240000 sec): 62 clusters
  Score: Raw -169101951.054446 + Penalty 141307.498031 = -168960643.556415
  nChanged 292
Iteration 300F (33161.440000 sec): 62 clusters
  Score: Raw -169101957.691362 + Penalty 141307.498031 = -168960650.193331
  nChanged 277
Iteration 301Q (33263.450000 sec): 62 clusters
  Score: Raw -169101963.832576 + Penalty 141307.498031 = -168960656.334544
  nChanged 255
Iteration 302Q (33354.950000 sec): 62 clusters
  Score: Raw -169101969.868843 + Penalty 141307.498031 = -168960662.370811
  nChanged 228
Iteration 303Q (33442.280000 sec): 62 clusters
  Score: Raw -169101974.787002 + Penalty 141307.498031 = -168960667.288971
  nChanged 230
Iteration 304Q (33543.190000 sec): 62 clusters
  Score: Raw -169101980.267117 + Penalty 141307.498031 = -168960672.769085
  nChanged 224
Iteration 305Q (33643.310000 sec): 62 clusters
  Score: Raw -169101985.801342 + Penalty 141307.498031 = -168960678.303311
  nChanged 244
Iteration 306Q (33729.240000 sec): 62 clusters
  Score: Raw -169101991.429427 + Penalty 141307.498031 = -168960683.931396
  nChanged 228
Iteration 307Q (33816.960000 sec): 62 clusters
  Score: Raw -169101997.490322 + Penalty 141307.498031 = -168960689.992291
  nChanged 234
Iteration 308Q (33915.910000 sec): 62 clusters
  Score: Raw -169102003.773992 + Penalty 141307.498031 = -168960696.275961
  nChanged 236
Iteration 309Q (34017.410000 sec): 62 clusters
  Score: Raw -169102009.612453 + Penalty 141307.498031 = -168960702.114422
  nChanged 241
Iteration 310Q (34116.710000 sec): 62 clusters
  Score: Raw -169102015.277011 + Penalty 141307.498031 = -168960707.778979
  nChanged 241
Iteration 311Q (34213.490000 sec): 62 clusters
  Score: Raw -169102020.655618 + Penalty 141307.498031 = -168960713.157587
  nChanged 221
Iteration 312Q (34310.750000 sec): 62 clusters
  Score: Raw -169102025.603950 + Penalty 141307.498031 = -168960718.105918
  nChanged 223
Iteration 313Q (34408.920000 sec): 62 clusters
  Score: Raw -169102030.469060 + Penalty 141307.498031 = -168960722.971029
  nChanged 210
Iteration 314Q (34509.120000 sec): 62 clusters
  Score: Raw -169102037.550276 + Penalty 141307.498031 = -168960730.052245
  nChanged 202
Iteration 315Q (34605.590000 sec): 62 clusters
  Score: Raw -169102043.352806 + Penalty 141307.498031 = -168960735.854775
  nChanged 205
Iteration 316Q (34709.380000 sec): 62 clusters
  Score: Raw -169102049.586781 + Penalty 141307.498031 = -168960742.088750
  nChanged 192
Iteration 317Q (34807.370000 sec): 62 clusters
  Score: Raw -169102053.965474 + Penalty 141307.498031 = -168960746.467443
  nChanged 161
Iteration 318Q (34903.220000 sec): 62 clusters
  Score: Raw -169102058.087241 + Penalty 141307.498031 = -168960750.589210
  nChanged 145
Iteration 319Q (35002.610000 sec): 62 clusters
  Score: Raw -169102061.922720 + Penalty 141307.498031 = -168960754.424689
  nChanged 145
Iteration 320F (35171.260000 sec): 62 clusters
  Score: Raw -169102065.970159 + Penalty 141307.498031 = -168960758.472127
  nChanged 140
Iteration 321Q (35267.180000 sec): 62 clusters
  Score: Raw -169102069.368256 + Penalty 141307.498031 = -168960761.870225
  nChanged 116
Iteration 322Q (35360.470000 sec): 62 clusters
  Score: Raw -169102071.545383 + Penalty 141307.498031 = -168960764.047352
  nChanged 97
Iteration 323Q (35461.450000 sec): 62 clusters
  Score: Raw -169102073.468243 + Penalty 141307.498031 = -168960765.970211
  nChanged 126
Iteration 324Q (35563.670000 sec): 62 clusters
  Score: Raw -169102075.804112 + Penalty 141307.498031 = -168960768.306081
  nChanged 94
Iteration 325Q (35664.270000 sec): 62 clusters
  Score: Raw -169102077.642809 + Penalty 141307.498031 = -168960770.144777
  nChanged 69
Iteration 326Q (35764.690000 sec): 62 clusters
  Score: Raw -169102079.144309 + Penalty 141307.498031 = -168960771.646278
  nChanged 69
Iteration 327Q (35878.860000 sec): 62 clusters
  Score: Raw -169102080.864300 + Penalty 141307.498031 = -168960773.366268
  nChanged 78
Iteration 328Q (35980.060000 sec): 62 clusters
  Score: Raw -169102083.425700 + Penalty 141307.498031 = -168960775.927669
  nChanged 72
Iteration 329Q (36070.170000 sec): 62 clusters
  Score: Raw -169102087.632172 + Penalty 141307.498031 = -168960780.134141
  nChanged 60
Iteration 330Q (36153.700000 sec): 62 clusters
  Score: Raw -169102090.674786 + Penalty 141307.498031 = -168960783.176755
  nChanged 48
Iteration 331Q (36242.820000 sec): 62 clusters
  Score: Raw -169102092.090359 + Penalty 141307.498031 = -168960784.592328
  nChanged 47
Iteration 332Q (36347.030000 sec): 62 clusters
  Score: Raw -169102093.465187 + Penalty 141307.498031 = -168960785.967156
  nChanged 46
Iteration 333Q (36453.810000 sec): 62 clusters
  Score: Raw -169102094.645569 + Penalty 141307.498031 = -168960787.147538
  nChanged 41
Iteration 334Q (36552.520000 sec): 62 clusters
  Score: Raw -169102095.859855 + Penalty 141307.498031 = -168960788.361824
  nChanged 45
Iteration 335Q (36650.530000 sec): 62 clusters
  Score: Raw -169102097.417271 + Penalty 141307.498031 = -168960789.919240
  nChanged 45
Iteration 336Q (36754.220000 sec): 62 clusters
  Score: Raw -169102099.112486 + Penalty 141307.498031 = -168960791.614455
  nChanged 43
Iteration 337Q (36856.430000 sec): 62 clusters
  Score: Raw -169102100.680295 + Penalty 141307.498031 = -168960793.182264
  nChanged 39
Iteration 338Q (36947.350000 sec): 62 clusters
  Score: Raw -169102101.612167 + Penalty 141307.498031 = -168960794.114136
  nChanged 40
Writing temp clu file 
Because OldScore, -168960793.182264, is greater than current (better) Score,-168960794.114136 
 Compute initial score before splitting:   Score: Raw -169102101.612167 + Penalty 141307.498031 = -168960794.114136
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (28773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36948.230000 sec): 2 clusters
  Score: Raw -2815168.284699 + Penalty 1668.418818 = -2813499.865881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36948.540000 sec): 3 clusters
  Score: Raw -2797495.997717 + Penalty 3336.837636 = -2794159.160081
  nChanged 13204
		SP:Iteration 1F (36948.900000 sec): 3 clusters
  Score: Raw -2805389.922852 + Penalty 3336.837636 = -2802053.085216
  nChanged 1796
		SP:Iteration 2F (36949.290000 sec): 3 clusters
  Score: Raw -2806385.238203 + Penalty 3336.837636 = -2803048.400567
  nChanged 1896
		SP:Iteration 3F (36949.620000 sec): 3 clusters
  Score: Raw -2807586.003152 + Penalty 3336.837636 = -2804249.165516
  nChanged 1977
		SP:Iteration 4F (36949.970000 sec): 3 clusters
  Score: Raw -2808886.100128 + Penalty 3336.837636 = -2805549.262492
  nChanged 1863
		SP:Iteration 5F (36950.340000 sec): 3 clusters
  Score: Raw -2810068.882708 + Penalty 3336.837636 = -2806732.045072
  nChanged 1613
		SP:Iteration 6F (36950.640000 sec): 3 clusters
  Score: Raw -2811086.396989 + Penalty 3336.837636 = -2807749.559353
  nChanged 1480
		SP:Iteration 7F (36950.940000 sec): 3 clusters
  Score: Raw -2811888.590253 + Penalty 3336.837636 = -2808551.752617
  nChanged 1093
		SP:Iteration 8Q (36951.300000 sec): 3 clusters
  Score: Raw -2812366.632627 + Penalty 3336.837636 = -2809029.794991
  nChanged 807
		SP:Iteration 9Q (36951.590000 sec): 3 clusters
  Score: Raw -2812650.938638 + Penalty 3336.837636 = -2809314.101002
  nChanged 596
		SP:Iteration 10Q (36951.920000 sec): 3 clusters
  Score: Raw -2812823.802593 + Penalty 3336.837636 = -2809486.964957
  nChanged 455
		SP:Iteration 11Q (36952.250000 sec): 3 clusters
  Score: Raw -2812932.834210 + Penalty 3336.837636 = -2809595.996574
  nChanged 351
		SP:Iteration 12Q (36952.560000 sec): 3 clusters
  Score: Raw -2813011.315765 + Penalty 3336.837636 = -2809674.478129
  nChanged 304
		SP:Iteration 13Q (36952.920000 sec): 3 clusters
  Score: Raw -2813072.802647 + Penalty 3336.837636 = -2809735.965011
  nChanged 254
		SP:Iteration 14Q (36953.290000 sec): 3 clusters
  Score: Raw -2813124.773419 + Penalty 3336.837636 = -2809787.935783
  nChanged 268
		SP:Iteration 15Q (36953.610000 sec): 3 clusters
  Score: Raw -2813177.667169 + Penalty 3336.837636 = -2809840.829533
  nChanged 260
		SP:Iteration 16Q (36953.970000 sec): 3 clusters
  Score: Raw -2813238.869464 + Penalty 3336.837636 = -2809902.031828
  nChanged 300
		SP:Iteration 17Q (36954.330000 sec): 3 clusters
  Score: Raw -2813315.500317 + Penalty 3336.837636 = -2809978.662681
  nChanged 300
		SP:Iteration 18Q (36954.670000 sec): 3 clusters
  Score: Raw -2813391.836351 + Penalty 3336.837636 = -2810054.998715
  nChanged 297
		SP:Iteration 19Q (36955.060000 sec): 3 clusters
  Score: Raw -2813464.862253 + Penalty 3336.837636 = -2810128.024617
  nChanged 288
		SP:Iteration 20F (36955.400000 sec): 3 clusters
  Score: Raw -2813538.181510 + Penalty 3336.837636 = -2810201.343874
  nChanged 295
		SP:Iteration 21Q (36955.750000 sec): 3 clusters
  Score: Raw -2813614.660463 + Penalty 3336.837636 = -2810277.822827
  nChanged 295
		SP:Iteration 22Q (36956.080000 sec): 3 clusters
  Score: Raw -2813679.490339 + Penalty 3336.837636 = -2810342.652703
  nChanged 269
		SP:Iteration 23Q (36956.450000 sec): 3 clusters
  Score: Raw -2813733.507578 + Penalty 3336.837636 = -2810396.669942
  nChanged 245
		SP:Iteration 24Q (36956.790000 sec): 3 clusters
  Score: Raw -2813782.115690 + Penalty 3336.837636 = -2810445.278054
  nChanged 225
		SP:Iteration 25Q (36957.170000 sec): 3 clusters
  Score: Raw -2813826.916356 + Penalty 3336.837636 = -2810490.078720
  nChanged 201
		SP:Iteration 26Q (36957.510000 sec): 3 clusters
  Score: Raw -2813862.209602 + Penalty 3336.837636 = -2810525.371966
  nChanged 188
		SP:Iteration 27Q (36957.880000 sec): 3 clusters
  Score: Raw -2813893.742868 + Penalty 3336.837636 = -2810556.905232
  nChanged 151
		SP:Iteration 28Q (36958.330000 sec): 3 clusters
  Score: Raw -2813917.848671 + Penalty 3336.837636 = -2810581.011035
  nChanged 153
		SP:Iteration 29Q (36958.680000 sec): 3 clusters
  Score: Raw -2813941.961936 + Penalty 3336.837636 = -2810605.124300
  nChanged 148
		SP:Iteration 30Q (36959.020000 sec): 3 clusters
  Score: Raw -2813963.711871 + Penalty 3336.837636 = -2810626.874235
  nChanged 134
		SP:Iteration 31Q (36959.440000 sec): 3 clusters
  Score: Raw -2813981.643086 + Penalty 3336.837636 = -2810644.805449
  nChanged 118
		SP:Iteration 32Q (36959.800000 sec): 3 clusters
  Score: Raw -2813995.927339 + Penalty 3336.837636 = -2810659.089703
  nChanged 118
		SP:Iteration 33Q (36960.130000 sec): 3 clusters
  Score: Raw -2814009.701653 + Penalty 3336.837636 = -2810672.864017
  nChanged 102
		SP:Iteration 34Q (36960.460000 sec): 3 clusters
  Score: Raw -2814020.745224 + Penalty 3336.837636 = -2810683.907588
  nChanged 92
		SP:Iteration 35Q (36960.780000 sec): 3 clusters
  Score: Raw -2814029.231342 + Penalty 3336.837636 = -2810692.393706
  nChanged 72
		SP:Iteration 36Q (36961.120000 sec): 3 clusters
  Score: Raw -2814036.166263 + Penalty 3336.837636 = -2810699.328627
  nChanged 69
		SP:Iteration 37Q (36961.440000 sec): 3 clusters
  Score: Raw -2814041.996252 + Penalty 3336.837636 = -2810705.158616
  nChanged 57
		SP:Iteration 38Q (36961.800000 sec): 3 clusters
  Score: Raw -2814048.087871 + Penalty 3336.837636 = -2810711.250235
  nChanged 68
		SP:Iteration 39Q (36962.120000 sec): 3 clusters
  Score: Raw -2814054.891354 + Penalty 3336.837636 = -2810718.053718
  nChanged 74
		SP:Iteration 40F (36962.470000 sec): 3 clusters
  Score: Raw -2814061.525510 + Penalty 3336.837636 = -2810724.687874
  nChanged 65
		SP:Iteration 41Q (36962.850000 sec): 3 clusters
  Score: Raw -2814067.267327 + Penalty 3336.837636 = -2810730.429691
  nChanged 67
		SP:Iteration 42Q (36963.260000 sec): 3 clusters
  Score: Raw -2814073.366329 + Penalty 3336.837636 = -2810736.528693
  nChanged 72
		SP:Iteration 43Q (36963.620000 sec): 3 clusters
  Score: Raw -2814080.172453 + Penalty 3336.837636 = -2810743.334817
  nChanged 71
		SP:Iteration 44Q (36964.000000 sec): 3 clusters
  Score: Raw -2814087.039997 + Penalty 3336.837636 = -2810750.202361
  nChanged 76
		SP:Iteration 45Q (36964.360000 sec): 3 clusters
  Score: Raw -2814094.765781 + Penalty 3336.837636 = -2810757.928145
  nChanged 81
		SP:Iteration 46Q (36964.690000 sec): 3 clusters
  Score: Raw -2814101.456801 + Penalty 3336.837636 = -2810764.619165
  nChanged 60
		SP:Iteration 47Q (36965.050000 sec): 3 clusters
  Score: Raw -2814106.142800 + Penalty 3336.837636 = -2810769.305164
  nChanged 64
		SP:Iteration 48Q (36965.370000 sec): 3 clusters
  Score: Raw -2814112.128523 + Penalty 3336.837636 = -2810775.290887
  nChanged 67
		SP:Iteration 49Q (36965.740000 sec): 3 clusters
  Score: Raw -2814118.357681 + Penalty 3336.837636 = -2810781.520044
  nChanged 71
		SP:Iteration 50Q (36966.020000 sec): 3 clusters
  Score: Raw -2814125.607900 + Penalty 3336.837636 = -2810788.770263
  nChanged 74
		SP:Iteration 51Q (36966.340000 sec): 3 clusters
  Score: Raw -2814133.464439 + Penalty 3336.837636 = -2810796.626803
  nChanged 80
		SP:Iteration 52Q (36966.690000 sec): 3 clusters
  Score: Raw -2814143.071902 + Penalty 3336.837636 = -2810806.234266
  nChanged 90
		SP:Iteration 53Q (36967.020000 sec): 3 clusters
  Score: Raw -2814152.546456 + Penalty 3336.837636 = -2810815.708820
  nChanged 78
		SP:Iteration 54Q (36967.380000 sec): 3 clusters
  Score: Raw -2814158.705650 + Penalty 3336.837636 = -2810821.868014
  nChanged 65
		SP:Iteration 55Q (36967.750000 sec): 3 clusters
  Score: Raw -2814163.819484 + Penalty 3336.837636 = -2810826.981848
  nChanged 53
		SP:Iteration 56Q (36968.110000 sec): 3 clusters
  Score: Raw -2814168.381502 + Penalty 3336.837636 = -2810831.543866
  nChanged 55
		SP:Iteration 57Q (36968.500000 sec): 3 clusters
  Score: Raw -2814172.906088 + Penalty 3336.837636 = -2810836.068452
  nChanged 50
		SP:Iteration 58Q (36968.820000 sec): 3 clusters
  Score: Raw -2814176.924869 + Penalty 3336.837636 = -2810840.087233
  nChanged 49
		SP:Iteration 59Q (36969.110000 sec): 3 clusters
  Score: Raw -2814180.575638 + Penalty 3336.837636 = -2810843.738002
  nChanged 50
		SP:Iteration 60F (36969.410000 sec): 3 clusters
  Score: Raw -2814184.815471 + Penalty 3336.837636 = -2810847.977835
  nChanged 50
		SP:Iteration 61Q (36969.750000 sec): 3 clusters
  Score: Raw -2814188.935161 + Penalty 3336.837636 = -2810852.097525
  nChanged 52
		SP:Iteration 62Q (36970.060000 sec): 3 clusters
  Score: Raw -2814193.727589 + Penalty 3336.837636 = -2810856.889952
  nChanged 51
		SP:Iteration 63Q (36970.400000 sec): 3 clusters
  Score: Raw -2814198.839155 + Penalty 3336.837636 = -2810862.001519
  nChanged 50
		SP:Iteration 64Q (36970.730000 sec): 3 clusters
  Score: Raw -2814203.255668 + Penalty 3336.837636 = -2810866.418032
  nChanged 59
		SP:Iteration 65Q (36971.060000 sec): 3 clusters
  Score: Raw -2814208.761777 + Penalty 3336.837636 = -2810871.924141
  nChanged 72
		SP:Iteration 66Q (36971.380000 sec): 3 clusters
  Score: Raw -2814215.343404 + Penalty 3336.837636 = -2810878.505768
  nChanged 54
		SP:Iteration 67Q (36971.700000 sec): 3 clusters
  Score: Raw -2814220.904144 + Penalty 3336.837636 = -2810884.066508
  nChanged 75
		SP:Iteration 68Q (36972.060000 sec): 3 clusters
  Score: Raw -2814229.214991 + Penalty 3336.837636 = -2810892.377355
  nChanged 79
		SP:Iteration 69Q (36972.400000 sec): 3 clusters
  Score: Raw -2814238.591411 + Penalty 3336.837636 = -2810901.753775
  nChanged 89
		SP:Iteration 70Q (36972.710000 sec): 3 clusters
  Score: Raw -2814248.804820 + Penalty 3336.837636 = -2810911.967184
  nChanged 81
		SP:Iteration 71Q (36973.040000 sec): 3 clusters
  Score: Raw -2814257.357074 + Penalty 3336.837636 = -2810920.519438
  nChanged 85
		SP:Iteration 72Q (36973.390000 sec): 3 clusters
  Score: Raw -2814265.254945 + Penalty 3336.837636 = -2810928.417309
  nChanged 70
		SP:Iteration 73Q (36973.670000 sec): 3 clusters
  Score: Raw -2814272.691678 + Penalty 3336.837636 = -2810935.854042
  nChanged 67
		SP:Iteration 74Q (36974.020000 sec): 3 clusters
  Score: Raw -2814279.084439 + Penalty 3336.837636 = -2810942.246803
  nChanged 67
		SP:Iteration 75Q (36974.320000 sec): 3 clusters
  Score: Raw -2814285.913639 + Penalty 3336.837636 = -2810949.076003
  nChanged 68
		SP:Iteration 76Q (36974.650000 sec): 3 clusters
  Score: Raw -2814293.082411 + Penalty 3336.837636 = -2810956.244775
  nChanged 68
		SP:Iteration 77Q (36974.930000 sec): 3 clusters
  Score: Raw -2814299.952148 + Penalty 3336.837636 = -2810963.114512
  nChanged 74
		SP:Iteration 78Q (36975.230000 sec): 3 clusters
  Score: Raw -2814307.866116 + Penalty 3336.837636 = -2810971.028480
  nChanged 74
		SP:Iteration 79Q (36975.530000 sec): 3 clusters
  Score: Raw -2814314.444668 + Penalty 3336.837636 = -2810977.607031
  nChanged 68
		SP:Iteration 80F (36975.860000 sec): 3 clusters
  Score: Raw -2814321.315177 + Penalty 3336.837636 = -2810984.477541
  nChanged 66
		SP:Iteration 81Q (36976.160000 sec): 3 clusters
  Score: Raw -2814327.249707 + Penalty 3336.837636 = -2810990.412071
  nChanged 54
		SP:Iteration 82Q (36976.460000 sec): 3 clusters
  Score: Raw -2814331.844607 + Penalty 3336.837636 = -2810995.006971
  nChanged 53
		SP:Iteration 83Q (36976.800000 sec): 3 clusters
  Score: Raw -2814336.414025 + Penalty 3336.837636 = -2810999.576389
  nChanged 42
		SP:Iteration 84Q (36977.180000 sec): 3 clusters
  Score: Raw -2814340.327987 + Penalty 3336.837636 = -2811003.490351
  nChanged 37
		SP:Iteration 85Q (36977.500000 sec): 3 clusters
  Score: Raw -2814344.191793 + Penalty 3336.837636 = -2811007.354157
  nChanged 46
		SP:Iteration 86Q (36977.860000 sec): 3 clusters
  Score: Raw -2814349.449364 + Penalty 3336.837636 = -2811012.611728
  nChanged 55
		SP:Iteration 87Q (36978.240000 sec): 3 clusters
  Score: Raw -2814354.723172 + Penalty 3336.837636 = -2811017.885536
  nChanged 48
		SP:Iteration 88Q (36978.620000 sec): 3 clusters
  Score: Raw -2814358.791393 + Penalty 3336.837636 = -2811021.953756
  nChanged 46
		SP:Iteration 89Q (36978.990000 sec): 3 clusters
  Score: Raw -2814361.921194 + Penalty 3336.837636 = -2811025.083558
  nChanged 25
		SP:Iteration 90Q (36979.370000 sec): 3 clusters
  Score: Raw -2814363.589241 + Penalty 3336.837636 = -2811026.751605
  nChanged 28
		SP:Iteration 91Q (36979.660000 sec): 3 clusters
  Score: Raw -2814365.472103 + Penalty 3336.837636 = -2811028.634466
  nChanged 20
		SP:Iteration 92Q (36980.030000 sec): 3 clusters
  Score: Raw -2814366.838746 + Penalty 3336.837636 = -2811030.001110
  nChanged 20
		SP:Iteration 93Q (36980.390000 sec): 3 clusters
  Score: Raw -2814367.988181 + Penalty 3336.837636 = -2811031.150544
  nChanged 19
		SP:Iteration 94Q (36980.740000 sec): 3 clusters
  Score: Raw -2814369.055603 + Penalty 3336.837636 = -2811032.217967
  nChanged 21
		SP:Iteration 95Q (36981.120000 sec): 3 clusters
  Score: Raw -2814370.535729 + Penalty 3336.837636 = -2811033.698092
  nChanged 18
		SP:Iteration 96Q (36981.360000 sec): 3 clusters
  Score: Raw -2814371.757256 + Penalty 3336.837636 = -2811034.919620
  nChanged 28
		SP:Iteration 97Q (36981.700000 sec): 3 clusters
  Score: Raw -2814373.802776 + Penalty 3336.837636 = -2811036.965139
  nChanged 26
		SP:Iteration 98Q (36982.010000 sec): 3 clusters
  Score: Raw -2814375.699908 + Penalty 3336.837636 = -2811038.862272
  nChanged 25
		SP:Iteration 99Q (36982.350000 sec): 3 clusters
  Score: Raw -2814377.737351 + Penalty 3336.837636 = -2811040.899715
  nChanged 31
		SP:Iteration 100F (36982.700000 sec): 3 clusters
  Score: Raw -2814379.805763 + Penalty 3336.837636 = -2811042.968127
  nChanged 24
		SP:Iteration 101Q (36983.020000 sec): 3 clusters
  Score: Raw -2814381.423004 + Penalty 3336.837636 = -2811044.585368
  nChanged 22
		SP:Iteration 102Q (36983.310000 sec): 3 clusters
  Score: Raw -2814383.033046 + Penalty 3336.837636 = -2811046.195410
  nChanged 30
		SP:Iteration 103Q (36983.630000 sec): 3 clusters
  Score: Raw -2814385.291179 + Penalty 3336.837636 = -2811048.453543
  nChanged 27
		SP:Iteration 104Q (36983.950000 sec): 3 clusters
  Score: Raw -2814387.102273 + Penalty 3336.837636 = -2811050.264637
  nChanged 20
		SP:Iteration 105Q (36984.230000 sec): 3 clusters
  Score: Raw -2814388.336332 + Penalty 3336.837636 = -2811051.498696
  nChanged 20
		SP:Iteration 106Q (36984.540000 sec): 3 clusters
  Score: Raw -2814389.181631 + Penalty 3336.837636 = -2811052.343995
  nChanged 10
		SP:Iteration 107Q (36984.810000 sec): 3 clusters
  Score: Raw -2814389.667917 + Penalty 3336.837636 = -2811052.830281
  nChanged 15
		SP:Iteration 108Q (36985.080000 sec): 3 clusters
  Score: Raw -2814390.440845 + Penalty 3336.837636 = -2811053.603209
  nChanged 20
		SP:Iteration 109Q (36985.380000 sec): 3 clusters
  Score: Raw -2814391.743213 + Penalty 3336.837636 = -2811054.905577
  nChanged 22
		SP:Iteration 110Q (36985.680000 sec): 3 clusters
  Score: Raw -2814393.457128 + Penalty 3336.837636 = -2811056.619492
  nChanged 26
		SP:Iteration 111Q (36985.960000 sec): 3 clusters
  Score: Raw -2814395.069183 + Penalty 3336.837636 = -2811058.231547
  nChanged 24
		SP:Iteration 112Q (36986.300000 sec): 3 clusters
  Score: Raw -2814396.576501 + Penalty 3336.837636 = -2811059.738865
  nChanged 19
		SP:Iteration 113Q (36986.620000 sec): 3 clusters
  Score: Raw -2814398.114613 + Penalty 3336.837636 = -2811061.276977
  nChanged 26
		SP:Iteration 114Q (36986.950000 sec): 3 clusters
  Score: Raw -2814399.812200 + Penalty 3336.837636 = -2811062.974564
  nChanged 24
		SP:Iteration 115Q (36987.280000 sec): 3 clusters
  Score: Raw -2814401.424414 + Penalty 3336.837636 = -2811064.586778
  nChanged 29
		SP:Iteration 116Q (36987.610000 sec): 3 clusters
  Score: Raw -2814403.470790 + Penalty 3336.837636 = -2811066.633154
  nChanged 37
		SP:Iteration 117Q (36987.890000 sec): 3 clusters
  Score: Raw -2814406.602560 + Penalty 3336.837636 = -2811069.764924
  nChanged 41
		SP:Iteration 118Q (36988.200000 sec): 3 clusters
  Score: Raw -2814409.722078 + Penalty 3336.837636 = -2811072.884442
  nChanged 46
		SP:Iteration 119Q (36988.530000 sec): 3 clusters
  Score: Raw -2814413.622436 + Penalty 3336.837636 = -2811076.784800
  nChanged 47
		SP:Iteration 120F (36988.830000 sec): 3 clusters
  Score: Raw -2814417.312873 + Penalty 3336.837636 = -2811080.475237
  nChanged 42
		SP:Iteration 121Q (36989.110000 sec): 3 clusters
  Score: Raw -2814422.010735 + Penalty 3336.837636 = -2811085.173099
  nChanged 57
		SP:Iteration 122Q (36989.490000 sec): 3 clusters
  Score: Raw -2814428.454875 + Penalty 3336.837636 = -2811091.617239
  nChanged 55
		SP:Iteration 123Q (36989.810000 sec): 3 clusters
  Score: Raw -2814434.739309 + Penalty 3336.837636 = -2811097.901672
  nChanged 49
		SP:Iteration 124Q (36990.190000 sec): 3 clusters
  Score: Raw -2814440.805304 + Penalty 3336.837636 = -2811103.967668
  nChanged 54
		SP:Iteration 125Q (36990.520000 sec): 3 clusters
  Score: Raw -2814445.725657 + Penalty 3336.837636 = -2811108.888021
  nChanged 56
		SP:Iteration 126Q (36990.820000 sec): 3 clusters
  Score: Raw -2814450.526004 + Penalty 3336.837636 = -2811113.688368
  nChanged 47
		SP:Iteration 127Q (36991.160000 sec): 3 clusters
  Score: Raw -2814454.724246 + Penalty 3336.837636 = -2811117.886610
  nChanged 58
		SP:Iteration 128Q (36991.540000 sec): 3 clusters
  Score: Raw -2814461.338976 + Penalty 3336.837636 = -2811124.501340
  nChanged 69
		SP:Iteration 129Q (36991.830000 sec): 3 clusters
  Score: Raw -2814469.840510 + Penalty 3336.837636 = -2811133.002874
  nChanged 65
		SP:Iteration 130Q (36992.190000 sec): 3 clusters
  Score: Raw -2814478.015328 + Penalty 3336.837636 = -2811141.177692
  nChanged 66
		SP:Iteration 131Q (36992.550000 sec): 3 clusters
  Score: Raw -2814485.824066 + Penalty 3336.837636 = -2811148.986430
  nChanged 73
		SP:Iteration 132Q (36992.860000 sec): 3 clusters
  Score: Raw -2814493.882133 + Penalty 3336.837636 = -2811157.044497
  nChanged 63
		SP:Iteration 133Q (36993.200000 sec): 3 clusters
  Score: Raw -2814501.586982 + Penalty 3336.837636 = -2811164.749346
  nChanged 77
		SP:Iteration 134Q (36993.480000 sec): 3 clusters
  Score: Raw -2814510.676493 + Penalty 3336.837636 = -2811173.838856
  nChanged 74
		SP:Iteration 135Q (36993.790000 sec): 3 clusters
  Score: Raw -2814519.375767 + Penalty 3336.837636 = -2811182.538131
  nChanged 69
		SP:Iteration 136Q (36994.130000 sec): 3 clusters
  Score: Raw -2814529.516774 + Penalty 3336.837636 = -2811192.679138
  nChanged 83
		SP:Iteration 137Q (36994.470000 sec): 3 clusters
  Score: Raw -2814543.164532 + Penalty 3336.837636 = -2811206.326896
  nChanged 105
		SP:Iteration 138Q (36994.780000 sec): 3 clusters
  Score: Raw -2814558.274710 + Penalty 3336.837636 = -2811221.437074
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		SP:Iteration 139Q (36995.170000 sec): 3 clusters
  Score: Raw -2814570.646415 + Penalty 3336.837636 = -2811233.808779
  nChanged 88
		SP:Iteration 140F (36995.530000 sec): 3 clusters
  Score: Raw -2814582.820568 + Penalty 3336.837636 = -2811245.982932
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		SP:Iteration 141Q (36995.840000 sec): 3 clusters
  Score: Raw -2814596.979111 + Penalty 3336.837636 = -2811260.141475
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		SP:Iteration 142Q (36996.150000 sec): 3 clusters
  Score: Raw -2814610.047468 + Penalty 3336.837636 = -2811273.209832
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		SP:Iteration 143Q (36996.470000 sec): 3 clusters
  Score: Raw -2814626.270494 + Penalty 3336.837636 = -2811289.432858
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		SP:Iteration 144Q (36996.860000 sec): 3 clusters
  Score: Raw -2814640.601515 + Penalty 3336.837636 = -2811303.763879
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		SP:Iteration 145Q (36997.180000 sec): 3 clusters
  Score: Raw -2814653.718876 + Penalty 3336.837636 = -2811316.881240
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		SP:Iteration 146Q (36997.520000 sec): 3 clusters
  Score: Raw -2814668.090306 + Penalty 3336.837636 = -2811331.252670
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		SP:Iteration 147Q (36997.880000 sec): 3 clusters
  Score: Raw -2814681.262332 + Penalty 3336.837636 = -2811344.424696
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		SP:Iteration 148Q (36998.220000 sec): 3 clusters
  Score: Raw -2814692.848665 + Penalty 3336.837636 = -2811356.011028
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		SP:Iteration 149Q (36998.550000 sec): 3 clusters
  Score: Raw -2814703.694046 + Penalty 3336.837636 = -2811366.856410
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		SP:Iteration 150Q (36998.860000 sec): 3 clusters
  Score: Raw -2814712.490258 + Penalty 3336.837636 = -2811375.652622
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		SP:Iteration 151Q (36999.220000 sec): 3 clusters
  Score: Raw -2814723.438280 + Penalty 3336.837636 = -2811386.600644
  nChanged 70
		SP:Iteration 152Q (36999.500000 sec): 3 clusters
  Score: Raw -2814735.287838 + Penalty 3336.837636 = -2811398.450202
  nChanged 76
		SP:Iteration 153Q (36999.820000 sec): 3 clusters
  Score: Raw -2814746.559357 + Penalty 3336.837636 = -2811409.721720
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		SP:Iteration 154Q (37000.160000 sec): 3 clusters
  Score: Raw -2814758.604586 + Penalty 3336.837636 = -2811421.766950
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		SP:Iteration 155Q (37000.510000 sec): 3 clusters
  Score: Raw -2814769.341036 + Penalty 3336.837636 = -2811432.503400
  nChanged 85
		SP:Iteration 156Q (37000.830000 sec): 3 clusters
  Score: Raw -2814783.069371 + Penalty 3336.837636 = -2811446.231735
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		SP:Iteration 157Q (37001.130000 sec): 3 clusters
  Score: Raw -2814797.572933 + Penalty 3336.837636 = -2811460.735297
  nChanged 87
		SP:Iteration 158Q (37001.470000 sec): 3 clusters
  Score: Raw -2814811.564158 + Penalty 3336.837636 = -2811474.726522
  nChanged 88
		SP:Iteration 159Q (37001.790000 sec): 3 clusters
  Score: Raw -2814824.687478 + Penalty 3336.837636 = -2811487.849842
  nChanged 80
		SP:Iteration 160F (37002.200000 sec): 3 clusters
  Score: Raw -2814836.980867 + Penalty 3336.837636 = -2811500.143231
  nChanged 84
		SP:Iteration 161Q (37002.540000 sec): 3 clusters
  Score: Raw -2814850.601583 + Penalty 3336.837636 = -2811513.763947
  nChanged 81
		SP:Iteration 162Q (37002.910000 sec): 3 clusters
  Score: Raw -2814861.814807 + Penalty 3336.837636 = -2811524.977171
  nChanged 78
		SP:Iteration 163Q (37003.270000 sec): 3 clusters
  Score: Raw -2814875.867038 + Penalty 3336.837636 = -2811539.029402
  nChanged 82
		SP:Iteration 164Q (37003.680000 sec): 3 clusters
  Score: Raw -2814890.478095 + Penalty 3336.837636 = -2811553.640459
  nChanged 83
		SP:Iteration 165Q (37004.060000 sec): 3 clusters
  Score: Raw -2814908.700809 + Penalty 3336.837636 = -2811571.863173
  nChanged 92
		SP:Iteration 166Q (37004.450000 sec): 3 clusters
  Score: Raw -2814927.889896 + Penalty 3336.837636 = -2811591.052260
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		SP:Iteration 167Q (37004.770000 sec): 3 clusters
  Score: Raw -2814951.971474 + Penalty 3336.837636 = -2811615.133838
  nChanged 114
		SP:Iteration 168Q (37005.080000 sec): 3 clusters
  Score: Raw -2814975.409609 + Penalty 3336.837636 = -2811638.571973
  nChanged 96
		SP:Iteration 169Q (37005.460000 sec): 3 clusters
  Score: Raw -2814996.723407 + Penalty 3336.837636 = -2811659.885771
  nChanged 98
		SP:Iteration 170Q (37005.780000 sec): 3 clusters
  Score: Raw -2815020.460185 + Penalty 3336.837636 = -2811683.622548
  nChanged 98
		SP:Iteration 171Q (37006.100000 sec): 3 clusters
  Score: Raw -2815040.646949 + Penalty 3336.837636 = -2811703.809313
  nChanged 74
		SP:Iteration 172Q (37006.500000 sec): 3 clusters
  Score: Raw -2815054.811059 + Penalty 3336.837636 = -2811717.973423
  nChanged 74
		SP:Iteration 173Q (37006.820000 sec): 3 clusters
  Score: Raw -2815068.084522 + Penalty 3336.837636 = -2811731.246886
  nChanged 79
		SP:Iteration 174Q (37007.090000 sec): 3 clusters
  Score: Raw -2815081.516428 + Penalty 3336.837636 = -2811744.678792
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		SP:Iteration 175Q (37007.360000 sec): 3 clusters
  Score: Raw -2815095.276063 + Penalty 3336.837636 = -2811758.438427
  nChanged 77
		SP:Iteration 176Q (37007.700000 sec): 3 clusters
  Score: Raw -2815108.876173 + Penalty 3336.837636 = -2811772.038537
  nChanged 75
		SP:Iteration 177Q (37007.980000 sec): 3 clusters
  Score: Raw -2815125.207870 + Penalty 3336.837636 = -2811788.370234
  nChanged 80
		SP:Iteration 178Q (37008.230000 sec): 3 clusters
  Score: Raw -2815143.793847 + Penalty 3336.837636 = -2811806.956211
  nChanged 82
		SP:Iteration 179Q (37008.540000 sec): 3 clusters
  Score: Raw -2815162.000237 + Penalty 3336.837636 = -2811825.162601
  nChanged 87
		SP:Iteration 180F (37008.850000 sec): 3 clusters
  Score: Raw -2815184.516992 + Penalty 3336.837636 = -2811847.679356
  nChanged 84
		SP:Iteration 181Q (37009.180000 sec): 3 clusters
  Score: Raw -2815208.263713 + Penalty 3336.837636 = -2811871.426077
  nChanged 99
		SP:Iteration 182Q (37009.450000 sec): 3 clusters
  Score: Raw -2815237.592430 + Penalty 3336.837636 = -2811900.754794
  nChanged 100
		SP:Iteration 183Q (37009.740000 sec): 3 clusters
  Score: Raw -2815271.169925 + Penalty 3336.837636 = -2811934.332289
  nChanged 119
		SP:Iteration 184Q (37010.050000 sec): 3 clusters
  Score: Raw -2815307.078238 + Penalty 3336.837636 = -2811970.240602
  nChanged 96
		SP:Iteration 185Q (37010.330000 sec): 3 clusters
  Score: Raw -2815336.689413 + Penalty 3336.837636 = -2811999.851777
  nChanged 102
		SP:Iteration 186Q (37010.570000 sec): 3 clusters
  Score: Raw -2815369.448523 + Penalty 3336.837636 = -2812032.610887
  nChanged 101
		SP:Iteration 187Q (37010.900000 sec): 3 clusters
  Score: Raw -2815400.622106 + Penalty 3336.837636 = -2812063.784470
  nChanged 91
		SP:Iteration 188Q (37011.180000 sec): 3 clusters
  Score: Raw -2815432.013477 + Penalty 3336.837636 = -2812095.175841
  nChanged 102
		SP:Iteration 189Q (37011.480000 sec): 3 clusters
  Score: Raw -2815468.989546 + Penalty 3336.837636 = -2812132.151910
  nChanged 86
		SP:Iteration 190Q (37011.860000 sec): 3 clusters
  Score: Raw -2815498.109365 + Penalty 3336.837636 = -2812161.271729
  nChanged 74
		SP:Iteration 191Q (37012.150000 sec): 3 clusters
  Score: Raw -2815522.043865 + Penalty 3336.837636 = -2812185.206229
  nChanged 64
		SP:Iteration 192Q (37012.450000 sec): 3 clusters
  Score: Raw -2815541.067644 + Penalty 3336.837636 = -2812204.230008
  nChanged 51
		SP:Iteration 193Q (37012.770000 sec): 3 clusters
  Score: Raw -2815557.176867 + Penalty 3336.837636 = -2812220.339231
  nChanged 45
		SP:Iteration 194Q (37013.140000 sec): 3 clusters
  Score: Raw -2815571.178452 + Penalty 3336.837636 = -2812234.340816
  nChanged 36
		SP:Iteration 195Q (37013.490000 sec): 3 clusters
  Score: Raw -2815582.202497 + Penalty 3336.837636 = -2812245.364861
  nChanged 32
		SP:Iteration 196Q (37013.880000 sec): 3 clusters
  Score: Raw -2815590.145709 + Penalty 3336.837636 = -2812253.308073
  nChanged 33
		SP:Iteration 197Q (37014.220000 sec): 3 clusters
  Score: Raw -2815599.003428 + Penalty 3336.837636 = -2812262.165792
  nChanged 34
		SP:Iteration 198Q (37014.570000 sec): 3 clusters
  Score: Raw -2815608.943738 + Penalty 3336.837636 = -2812272.106101
  nChanged 36
		SP:Iteration 199Q (37014.920000 sec): 3 clusters
  Score: Raw -2815618.421239 + Penalty 3336.837636 = -2812281.583603
  nChanged 32
		SP:Iteration 200F (37015.260000 sec): 3 clusters
  Score: Raw -2815627.226779 + Penalty 3336.837636 = -2812290.389143
  nChanged 30
		SP:Iteration 201Q (37015.580000 sec): 3 clusters
  Score: Raw -2815636.611357 + Penalty 3336.837636 = -2812299.773721
  nChanged 35
		SP:Iteration 202Q (37015.920000 sec): 3 clusters
  Score: Raw -2815647.470746 + Penalty 3336.837636 = -2812310.633110
  nChanged 27
		SP:Iteration 203Q (37016.180000 sec): 3 clusters
  Score: Raw -2815657.459963 + Penalty 3336.837636 = -2812320.622327
  nChanged 26
		SP:Iteration 204Q (37016.500000 sec): 3 clusters
  Score: Raw -2815669.240913 + Penalty 3336.837636 = -2812332.403277
  nChanged 25
		SP:Iteration 205Q (37016.820000 sec): 3 clusters
  Score: Raw -2815678.200387 + Penalty 3336.837636 = -2812341.362751
  nChanged 33
		SP:Iteration 206Q (37017.080000 sec): 3 clusters
  Score: Raw -2815687.202833 + Penalty 3336.837636 = -2812350.365197
  nChanged 23
		SP:Iteration 207Q (37017.410000 sec): 3 clusters
  Score: Raw -2815693.388183 + Penalty 3336.837636 = -2812356.550547
  nChanged 15
		SP:Iteration 208Q (37017.680000 sec): 3 clusters
  Score: Raw -2815698.824833 + Penalty 3336.837636 = -2812361.987197
  nChanged 11
		SP:Iteration 209Q (37018.020000 sec): 3 clusters
  Score: Raw -2815702.624195 + Penalty 3336.837636 = -2812365.786559
  nChanged 14
		SP:Iteration 210Q (37018.300000 sec): 3 clusters
  Score: Raw -2815706.151703 + Penalty 3336.837636 = -2812369.314066
  nChanged 16
		SP:Iteration 211Q (37018.640000 sec): 3 clusters
  Score: Raw -2815710.327292 + Penalty 3336.837636 = -2812373.489656
  nChanged 13
		SP:Iteration 212Q (37019.020000 sec): 3 clusters
  Score: Raw -2815713.376715 + Penalty 3336.837636 = -2812376.539078
  nChanged 12
		SP:Iteration 213Q (37019.330000 sec): 3 clusters
  Score: Raw -2815716.281602 + Penalty 3336.837636 = -2812379.443966
  nChanged 10
		SP:Iteration 214Q (37019.680000 sec): 3 clusters
  Score: Raw -2815718.722901 + Penalty 3336.837636 = -2812381.885265
  nChanged 7
		SP:Iteration 215Q (37020.030000 sec): 3 clusters
  Score: Raw -2815720.247453 + Penalty 3336.837636 = -2812383.409817
  nChanged 4
		SP:Iteration 216Q (37020.330000 sec): 3 clusters
  Score: Raw -2815720.923440 + Penalty 3336.837636 = -2812384.085804
  nChanged 4
		SP:Iteration 217Q (37020.620000 sec): 3 clusters
  Score: Raw -2815721.960525 + Penalty 3336.837636 = -2812385.122889
  nChanged 3
		SP:Iteration 218Q (37021.020000 sec): 3 clusters
  Score: Raw -2815723.015554 + Penalty 3336.837636 = -2812386.177918
  nChanged 6
		SP:Iteration 219Q (37021.320000 sec): 3 clusters
  Score: Raw -2815723.935414 + Penalty 3336.837636 = -2812387.097778
  nChanged 4
		SP:Iteration 220F (37021.680000 sec): 3 clusters
  Score: Raw -2815724.799255 + Penalty 3336.837636 = -2812387.961619
  nChanged 6
		SP:Iteration 221Q (37021.990000 sec): 3 clusters
  Score: Raw -2815725.597909 + Penalty 3336.837636 = -2812388.760272
  nChanged 2
		SP:Iteration 222Q (37022.310000 sec): 3 clusters
  Score: Raw -2815725.765581 + Penalty 3336.837636 = -2812388.927945
  nChanged 2
		SP:Iteration 223Q (37022.650000 sec): 3 clusters
  Score: Raw -2815726.183618 + Penalty 3336.837636 = -2812389.345982
  nChanged 2
		SP:Iteration 224Q (37022.980000 sec): 3 clusters
  Score: Raw -2815726.693790 + Penalty 3336.837636 = -2812389.856154
  nChanged 1
		SP:Iteration 225Q (37023.360000 sec): 3 clusters
  Score: Raw -2815726.948655 + Penalty 3336.837636 = -2812390.111019
  nChanged 1
		SP:Iteration 226Q (37023.710000 sec): 3 clusters
  Score: Raw -2815727.102683 + Penalty 3336.837636 = -2812390.265047
  nChanged 0
		SP:Iteration 227F (37023.970000 sec): 3 clusters
  Score: Raw -2815727.102683 + Penalty 3336.837636 = -2812390.265047
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (79052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37024.490000 sec): 2 clusters
  Score: Raw -8727407.637479 + Penalty 1832.652436 = -8725574.985043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37025.060000 sec): 3 clusters
  Score: Raw -8676335.500497 + Penalty 3665.304871 = -8672670.195626
  nChanged 37587
		SP:Iteration 1F (37025.590000 sec): 3 clusters
  Score: Raw -8698520.196227 + Penalty 3665.304871 = -8694854.891356
  nChanged 3302
		SP:Iteration 2Q (37026.120000 sec): 3 clusters
  Score: Raw -8699593.482194 + Penalty 3665.304871 = -8695928.177323
  nChanged 3412
		SP:Iteration 3Q (37026.620000 sec): 3 clusters
  Score: Raw -8700842.373982 + Penalty 3665.304871 = -8697177.069111
  nChanged 3604
		SP:Iteration 4Q (37027.130000 sec): 3 clusters
  Score: Raw -8702265.818497 + Penalty 3665.304871 = -8698600.513626
  nChanged 3863
		SP:Iteration 5Q (37027.600000 sec): 3 clusters
  Score: Raw -8703950.310541 + Penalty 3665.304871 = -8700285.005669
  nChanged 4101
		SP:Iteration 6F (37028.140000 sec): 3 clusters
  Score: Raw -8705892.575782 + Penalty 3665.304871 = -8702227.270911
  nChanged 4184
		SP:Iteration 7F (37028.680000 sec): 3 clusters
  Score: Raw -8707950.077876 + Penalty 3665.304871 = -8704284.773005
  nChanged 4140
		SP:Iteration 8F (37029.180000 sec): 3 clusters
  Score: Raw -8710096.420220 + Penalty 3665.304871 = -8706431.115349
  nChanged 4049
		SP:Iteration 9F (37029.700000 sec): 3 clusters
  Score: Raw -8712231.794886 + Penalty 3665.304871 = -8708566.490015
  nChanged 3732
		SP:Iteration 10Q (37030.170000 sec): 3 clusters
  Score: Raw -8714284.713256 + Penalty 3665.304871 = -8710619.408385
  nChanged 3353
		SP:Iteration 11Q (37030.650000 sec): 3 clusters
  Score: Raw -8716256.742759 + Penalty 3665.304871 = -8712591.437887
  nChanged 3095
		SP:Iteration 12Q (37031.210000 sec): 3 clusters
  Score: Raw -8718180.113972 + Penalty 3665.304871 = -8714514.809101
  nChanged 2712
		SP:Iteration 13Q (37031.730000 sec): 3 clusters
  Score: Raw -8719835.779602 + Penalty 3665.304871 = -8716170.474731
  nChanged 2360
		SP:Iteration 14Q (37032.260000 sec): 3 clusters
  Score: Raw -8721166.638906 + Penalty 3665.304871 = -8717501.334035
  nChanged 2031
		SP:Iteration 15Q (37032.790000 sec): 3 clusters
  Score: Raw -8722305.616089 + Penalty 3665.304871 = -8718640.311218
  nChanged 1805
		SP:Iteration 16Q (37033.310000 sec): 3 clusters
  Score: Raw -8723356.008824 + Penalty 3665.304871 = -8719690.703953
  nChanged 1620
		SP:Iteration 17Q (37033.920000 sec): 3 clusters
  Score: Raw -8724351.166442 + Penalty 3665.304871 = -8720685.861570
  nChanged 1424
		SP:Iteration 18Q (37034.460000 sec): 3 clusters
  Score: Raw -8725215.888583 + Penalty 3665.304871 = -8721550.583712
  nChanged 1224
		SP:Iteration 19Q (37035.050000 sec): 3 clusters
  Score: Raw -8725855.975795 + Penalty 3665.304871 = -8722190.670924
  nChanged 1025
		SP:Iteration 20F (37035.640000 sec): 3 clusters
  Score: Raw -8726333.768100 + Penalty 3665.304871 = -8722668.463228
  nChanged 878
		SP:Iteration 21Q (37036.130000 sec): 3 clusters
  Score: Raw -8726729.036315 + Penalty 3665.304871 = -8723063.731443
  nChanged 806
		SP:Iteration 22Q (37036.640000 sec): 3 clusters
  Score: Raw -8727062.086187 + Penalty 3665.304871 = -8723396.781316
  nChanged 676
		SP:Iteration 23Q (37037.220000 sec): 3 clusters
  Score: Raw -8727317.803042 + Penalty 3665.304871 = -8723652.498170
  nChanged 592
		SP:Iteration 24Q (37037.780000 sec): 3 clusters
  Score: Raw -8727533.324587 + Penalty 3665.304871 = -8723868.019715
  nChanged 549
		SP:Iteration 25Q (37038.300000 sec): 3 clusters
  Score: Raw -8727723.225391 + Penalty 3665.304871 = -8724057.920520
  nChanged 457
		SP:Iteration 26Q (37038.890000 sec): 3 clusters
  Score: Raw -8727880.826520 + Penalty 3665.304871 = -8724215.521649
  nChanged 433
		SP:Iteration 27Q (37039.390000 sec): 3 clusters
  Score: Raw -8728028.522896 + Penalty 3665.304871 = -8724363.218025
  nChanged 388
		SP:Iteration 28Q (37039.970000 sec): 3 clusters
  Score: Raw -8728155.971689 + Penalty 3665.304871 = -8724490.666818
  nChanged 336
		SP:Iteration 29Q (37040.550000 sec): 3 clusters
  Score: Raw -8728258.084446 + Penalty 3665.304871 = -8724592.779575
  nChanged 277
		SP:Iteration 30Q (37041.060000 sec): 3 clusters
  Score: Raw -8728336.150742 + Penalty 3665.304871 = -8724670.845871
  nChanged 235
		SP:Iteration 31Q (37041.540000 sec): 3 clusters
  Score: Raw -8728397.709498 + Penalty 3665.304871 = -8724732.404627
  nChanged 199
		SP:Iteration 32Q (37042.070000 sec): 3 clusters
  Score: Raw -8728443.750712 + Penalty 3665.304871 = -8724778.445841
  nChanged 166
		SP:Iteration 33Q (37042.610000 sec): 3 clusters
  Score: Raw -8728482.255910 + Penalty 3665.304871 = -8724816.951038
  nChanged 148
		SP:Iteration 34Q (37043.110000 sec): 3 clusters
  Score: Raw -8728514.881352 + Penalty 3665.304871 = -8724849.576480
  nChanged 145
		SP:Iteration 35Q (37043.580000 sec): 3 clusters
  Score: Raw -8728547.048643 + Penalty 3665.304871 = -8724881.743771
  nChanged 130
		SP:Iteration 36Q (37044.120000 sec): 3 clusters
  Score: Raw -8728571.652710 + Penalty 3665.304871 = -8724906.347839
  nChanged 108
		SP:Iteration 37Q (37044.580000 sec): 3 clusters
  Score: Raw -8728591.441691 + Penalty 3665.304871 = -8724926.136819
  nChanged 106
		SP:Iteration 38Q (37045.070000 sec): 3 clusters
  Score: Raw -8728610.231093 + Penalty 3665.304871 = -8724944.926221
  nChanged 87
		SP:Iteration 39Q (37045.620000 sec): 3 clusters
  Score: Raw -8728626.855194 + Penalty 3665.304871 = -8724961.550322
  nChanged 93
		SP:Iteration 40F (37046.170000 sec): 3 clusters
  Score: Raw -8728642.298035 + Penalty 3665.304871 = -8724976.993164
  nChanged 94
		SP:Iteration 41Q (37046.750000 sec): 3 clusters
  Score: Raw -8728658.742800 + Penalty 3665.304871 = -8724993.437929
  nChanged 70
		SP:Iteration 42Q (37047.230000 sec): 3 clusters
  Score: Raw -8728669.122895 + Penalty 3665.304871 = -8725003.818024
  nChanged 52
		SP:Iteration 43Q (37047.770000 sec): 3 clusters
  Score: Raw -8728676.589922 + Penalty 3665.304871 = -8725011.285051
  nChanged 48
		SP:Iteration 44Q (37048.360000 sec): 3 clusters
  Score: Raw -8728684.346446 + Penalty 3665.304871 = -8725019.041574
  nChanged 54
		SP:Iteration 45Q (37048.910000 sec): 3 clusters
  Score: Raw -8728692.518564 + Penalty 3665.304871 = -8725027.213692
  nChanged 57
		SP:Iteration 46Q (37049.480000 sec): 3 clusters
  Score: Raw -8728700.898026 + Penalty 3665.304871 = -8725035.593155
  nChanged 45
		SP:Iteration 47Q (37049.990000 sec): 3 clusters
  Score: Raw -8728706.971316 + Penalty 3665.304871 = -8725041.666444
  nChanged 34
		SP:Iteration 48Q (37050.520000 sec): 3 clusters
  Score: Raw -8728711.056851 + Penalty 3665.304871 = -8725045.751980
  nChanged 25
		SP:Iteration 49Q (37051.100000 sec): 3 clusters
  Score: Raw -8728714.521633 + Penalty 3665.304871 = -8725049.216762
  nChanged 25
		SP:Iteration 50Q (37051.600000 sec): 3 clusters
  Score: Raw -8728717.747501 + Penalty 3665.304871 = -8725052.442630
  nChanged 21
		SP:Iteration 51Q (37052.130000 sec): 3 clusters
  Score: Raw -8728720.490089 + Penalty 3665.304871 = -8725055.185218
  nChanged 25
		SP:Iteration 52Q (37052.660000 sec): 3 clusters
  Score: Raw -8728723.305630 + Penalty 3665.304871 = -8725058.000758
  nChanged 19
		SP:Iteration 53Q (37053.160000 sec): 3 clusters
  Score: Raw -8728725.529537 + Penalty 3665.304871 = -8725060.224666
  nChanged 15
		SP:Iteration 54Q (37053.650000 sec): 3 clusters
  Score: Raw -8728727.141624 + Penalty 3665.304871 = -8725061.836753
  nChanged 9
		SP:Iteration 55Q (37054.140000 sec): 3 clusters
  Score: Raw -8728727.904159 + Penalty 3665.304871 = -8725062.599288
  nChanged 11
		SP:Iteration 56Q (37054.660000 sec): 3 clusters
  Score: Raw -8728729.350823 + Penalty 3665.304871 = -8725064.045952
  nChanged 14
		SP:Iteration 57Q (37055.130000 sec): 3 clusters
  Score: Raw -8728731.061534 + Penalty 3665.304871 = -8725065.756663
  nChanged 11
		SP:Iteration 58Q (37055.640000 sec): 3 clusters
  Score: Raw -8728732.349904 + Penalty 3665.304871 = -8725067.045033
  nChanged 9
		SP:Iteration 59Q (37056.170000 sec): 3 clusters
  Score: Raw -8728733.354493 + Penalty 3665.304871 = -8725068.049621
  nChanged 7
		SP:Iteration 60F (37056.740000 sec): 3 clusters
  Score: Raw -8728734.016816 + Penalty 3665.304871 = -8725068.711944
  nChanged 8
		SP:Iteration 61Q (37057.210000 sec): 3 clusters
  Score: Raw -8728734.971376 + Penalty 3665.304871 = -8725069.666505
  nChanged 8
		SP:Iteration 62Q (37057.740000 sec): 3 clusters
  Score: Raw -8728735.715515 + Penalty 3665.304871 = -8725070.410644
  nChanged 6
		SP:Iteration 63Q (37058.250000 sec): 3 clusters
  Score: Raw -8728736.286520 + Penalty 3665.304871 = -8725070.981649
  nChanged 7
		SP:Iteration 64Q (37058.770000 sec): 3 clusters
  Score: Raw -8728736.805311 + Penalty 3665.304871 = -8725071.500440
  nChanged 8
		SP:Iteration 65Q (37059.270000 sec): 3 clusters
  Score: Raw -8728737.434804 + Penalty 3665.304871 = -8725072.129933
  nChanged 6
		SP:Iteration 66Q (37059.790000 sec): 3 clusters
  Score: Raw -8728738.196621 + Penalty 3665.304871 = -8725072.891749
  nChanged 9
		SP:Iteration 67Q (37060.280000 sec): 3 clusters
  Score: Raw -8728739.399719 + Penalty 3665.304871 = -8725074.094848
  nChanged 11
		SP:Iteration 68Q (37060.730000 sec): 3 clusters
  Score: Raw -8728740.725482 + Penalty 3665.304871 = -8725075.420611
  nChanged 11
		SP:Iteration 69Q (37061.300000 sec): 3 clusters
  Score: Raw -8728742.076791 + Penalty 3665.304871 = -8725076.771920
  nChanged 8
		SP:Iteration 70Q (37061.760000 sec): 3 clusters
  Score: Raw -8728742.883446 + Penalty 3665.304871 = -8725077.578575
  nChanged 8
		SP:Iteration 71Q (37062.290000 sec): 3 clusters
  Score: Raw -8728743.736739 + Penalty 3665.304871 = -8725078.431868
  nChanged 9
		SP:Iteration 72Q (37062.770000 sec): 3 clusters
  Score: Raw -8728744.469873 + Penalty 3665.304871 = -8725079.165002
  nChanged 5
		SP:Iteration 73Q (37063.230000 sec): 3 clusters
  Score: Raw -8728745.018477 + Penalty 3665.304871 = -8725079.713605
  nChanged 3
		SP:Iteration 74Q (37063.760000 sec): 3 clusters
  Score: Raw -8728745.564404 + Penalty 3665.304871 = -8725080.259533
  nChanged 4
		SP:Iteration 75Q (37064.270000 sec): 3 clusters
  Score: Raw -8728746.049710 + Penalty 3665.304871 = -8725080.744838
  nChanged 4
		SP:Iteration 76Q (37064.790000 sec): 3 clusters
  Score: Raw -8728746.574266 + Penalty 3665.304871 = -8725081.269395
  nChanged 8
		SP:Iteration 77Q (37065.290000 sec): 3 clusters
  Score: Raw -8728747.561062 + Penalty 3665.304871 = -8725082.256191
  nChanged 7
		SP:Iteration 78Q (37065.790000 sec): 3 clusters
  Score: Raw -8728748.108688 + Penalty 3665.304871 = -8725082.803816
  nChanged 4
		SP:Iteration 79Q (37066.320000 sec): 3 clusters
  Score: Raw -8728748.434190 + Penalty 3665.304871 = -8725083.129318
  nChanged 4
		SP:Iteration 80F (37066.840000 sec): 3 clusters
  Score: Raw -8728749.017524 + Penalty 3665.304871 = -8725083.712653
  nChanged 8
		SP:Iteration 81Q (37067.400000 sec): 3 clusters
  Score: Raw -8728750.014944 + Penalty 3665.304871 = -8725084.710072
  nChanged 10
		SP:Iteration 82Q (37067.960000 sec): 3 clusters
  Score: Raw -8728751.093991 + Penalty 3665.304871 = -8725085.789120
  nChanged 6
		SP:Iteration 83Q (37068.460000 sec): 3 clusters
  Score: Raw -8728751.885608 + Penalty 3665.304871 = -8725086.580736
  nChanged 10
		SP:Iteration 84Q (37068.990000 sec): 3 clusters
  Score: Raw -8728753.288786 + Penalty 3665.304871 = -8725087.983915
  nChanged 14
		SP:Iteration 85Q (37069.490000 sec): 3 clusters
  Score: Raw -8728754.923363 + Penalty 3665.304871 = -8725089.618491
  nChanged 9
		SP:Iteration 86Q (37070.040000 sec): 3 clusters
  Score: Raw -8728756.046100 + Penalty 3665.304871 = -8725090.741229
  nChanged 8
		SP:Iteration 87Q (37070.590000 sec): 3 clusters
  Score: Raw -8728757.024414 + Penalty 3665.304871 = -8725091.719542
  nChanged 9
		SP:Iteration 88Q (37071.120000 sec): 3 clusters
  Score: Raw -8728758.031111 + Penalty 3665.304871 = -8725092.726239
  nChanged 6
		SP:Iteration 89Q (37071.670000 sec): 3 clusters
  Score: Raw -8728758.798474 + Penalty 3665.304871 = -8725093.493602
  nChanged 5
		SP:Iteration 90Q (37072.280000 sec): 3 clusters
  Score: Raw -8728759.198460 + Penalty 3665.304871 = -8725093.893589
  nChanged 3
		SP:Iteration 91Q (37072.860000 sec): 3 clusters
  Score: Raw -8728759.496475 + Penalty 3665.304871 = -8725094.191604
  nChanged 3
		SP:Iteration 92Q (37073.400000 sec): 3 clusters
  Score: Raw -8728759.722858 + Penalty 3665.304871 = -8725094.417987
  nChanged 1
		SP:Iteration 93Q (37073.960000 sec): 3 clusters
  Score: Raw -8728759.973063 + Penalty 3665.304871 = -8725094.668192
  nChanged 4
		SP:Iteration 94Q (37074.480000 sec): 3 clusters
  Score: Raw -8728760.512748 + Penalty 3665.304871 = -8725095.207877
  nChanged 4
		SP:Iteration 95Q (37075.000000 sec): 3 clusters
  Score: Raw -8728761.064753 + Penalty 3665.304871 = -8725095.759881
  nChanged 5
		SP:Iteration 96Q (37075.490000 sec): 3 clusters
  Score: Raw -8728761.860441 + Penalty 3665.304871 = -8725096.555570
  nChanged 5
		SP:Iteration 97Q (37076.010000 sec): 3 clusters
  Score: Raw -8728762.369647 + Penalty 3665.304871 = -8725097.064776
  nChanged 3
		SP:Iteration 98Q (37076.540000 sec): 3 clusters
  Score: Raw -8728762.576958 + Penalty 3665.304871 = -8725097.272087
  nChanged 2
		SP:Iteration 99Q (37077.060000 sec): 3 clusters
  Score: Raw -8728762.802880 + Penalty 3665.304871 = -8725097.498009
  nChanged 3
		SP:Iteration 100F (37077.620000 sec): 3 clusters
  Score: Raw -8728763.162199 + Penalty 3665.304871 = -8725097.857328
  nChanged 5
		SP:Iteration 101Q (37078.100000 sec): 3 clusters
  Score: Raw -8728763.709752 + Penalty 3665.304871 = -8725098.404880
  nChanged 3
		SP:Iteration 102Q (37078.620000 sec): 3 clusters
  Score: Raw -8728764.117756 + Penalty 3665.304871 = -8725098.812885
  nChanged 8
		SP:Iteration 103Q (37079.110000 sec): 3 clusters
  Score: Raw -8728764.785123 + Penalty 3665.304871 = -8725099.480251
  nChanged 3
		SP:Iteration 104Q (37079.570000 sec): 3 clusters
  Score: Raw -8728765.254770 + Penalty 3665.304871 = -8725099.949899
  nChanged 4
		SP:Iteration 105Q (37080.030000 sec): 3 clusters
  Score: Raw -8728765.817854 + Penalty 3665.304871 = -8725100.512982
  nChanged 6
		SP:Iteration 106Q (37080.520000 sec): 3 clusters
  Score: Raw -8728766.970606 + Penalty 3665.304871 = -8725101.665735
  nChanged 8
		SP:Iteration 107Q (37081.040000 sec): 3 clusters
  Score: Raw -8728767.948717 + Penalty 3665.304871 = -8725102.643846
  nChanged 6
		SP:Iteration 108Q (37081.500000 sec): 3 clusters
  Score: Raw -8728768.389369 + Penalty 3665.304871 = -8725103.084497
  nChanged 2
		SP:Iteration 109Q (37081.970000 sec): 3 clusters
  Score: Raw -8728768.698248 + Penalty 3665.304871 = -8725103.393376
  nChanged 4
		SP:Iteration 110Q (37082.450000 sec): 3 clusters
  Score: Raw -8728769.122877 + Penalty 3665.304871 = -8725103.818006
  nChanged 2
		SP:Iteration 111Q (37082.890000 sec): 3 clusters
  Score: Raw -8728769.236565 + Penalty 3665.304871 = -8725103.931693
  nChanged 2
		SP:Iteration 112Q (37083.330000 sec): 3 clusters
  Score: Raw -8728769.605614 + Penalty 3665.304871 = -8725104.300742
  nChanged 5
		SP:Iteration 113Q (37083.780000 sec): 3 clusters
  Score: Raw -8728769.959156 + Penalty 3665.304871 = -8725104.654285
  nChanged 7
		SP:Iteration 114Q (37084.260000 sec): 3 clusters
  Score: Raw -8728770.885853 + Penalty 3665.304871 = -8725105.580981
  nChanged 8
		SP:Iteration 115Q (37084.710000 sec): 3 clusters
  Score: Raw -8728771.975426 + Penalty 3665.304871 = -8725106.670554
  nChanged 11
		SP:Iteration 116Q (37085.210000 sec): 3 clusters
  Score: Raw -8728773.718984 + Penalty 3665.304871 = -8725108.414112
  nChanged 14
		SP:Iteration 117Q (37085.690000 sec): 3 clusters
  Score: Raw -8728775.299431 + Penalty 3665.304871 = -8725109.994560
  nChanged 8
		SP:Iteration 118Q (37086.160000 sec): 3 clusters
  Score: Raw -8728776.695796 + Penalty 3665.304871 = -8725111.390925
  nChanged 10
		SP:Iteration 119Q (37086.640000 sec): 3 clusters
  Score: Raw -8728777.634802 + Penalty 3665.304871 = -8725112.329931
  nChanged 6
		SP:Iteration 120F (37087.140000 sec): 3 clusters
  Score: Raw -8728778.677467 + Penalty 3665.304871 = -8725113.372596
  nChanged 6
		SP:Iteration 121Q (37087.700000 sec): 3 clusters
  Score: Raw -8728779.673543 + Penalty 3665.304871 = -8725114.368672
  nChanged 8
		SP:Iteration 122Q (37088.200000 sec): 3 clusters
  Score: Raw -8728780.621444 + Penalty 3665.304871 = -8725115.316573
  nChanged 3
		SP:Iteration 123Q (37088.760000 sec): 3 clusters
  Score: Raw -8728781.071028 + Penalty 3665.304871 = -8725115.766157
  nChanged 7
		SP:Iteration 124Q (37089.340000 sec): 3 clusters
  Score: Raw -8728781.646017 + Penalty 3665.304871 = -8725116.341146
  nChanged 5
		SP:Iteration 125Q (37089.900000 sec): 3 clusters
  Score: Raw -8728782.164926 + Penalty 3665.304871 = -8725116.860055
  nChanged 8
		SP:Iteration 126Q (37090.490000 sec): 3 clusters
  Score: Raw -8728783.478657 + Penalty 3665.304871 = -8725118.173785
  nChanged 10
		SP:Iteration 127Q (37091.090000 sec): 3 clusters
  Score: Raw -8728784.667173 + Penalty 3665.304871 = -8725119.362302
  nChanged 6
		SP:Iteration 128Q (37091.660000 sec): 3 clusters
  Score: Raw -8728785.674087 + Penalty 3665.304871 = -8725120.369216
  nChanged 8
		SP:Iteration 129Q (37092.280000 sec): 3 clusters
  Score: Raw -8728786.820478 + Penalty 3665.304871 = -8725121.515607
  nChanged 10
		SP:Iteration 130Q (37092.780000 sec): 3 clusters
  Score: Raw -8728788.471230 + Penalty 3665.304871 = -8725123.166359
  nChanged 6
		SP:Iteration 131Q (37093.340000 sec): 3 clusters
  Score: Raw -8728789.476074 + Penalty 3665.304871 = -8725124.171203
  nChanged 10
		SP:Iteration 132Q (37093.830000 sec): 3 clusters
  Score: Raw -8728791.325984 + Penalty 3665.304871 = -8725126.021112
  nChanged 11
		SP:Iteration 133Q (37094.400000 sec): 3 clusters
  Score: Raw -8728792.324660 + Penalty 3665.304871 = -8725127.019789
  nChanged 6
		SP:Iteration 134Q (37094.980000 sec): 3 clusters
  Score: Raw -8728793.495886 + Penalty 3665.304871 = -8725128.191014
  nChanged 10
		SP:Iteration 135Q (37095.590000 sec): 3 clusters
  Score: Raw -8728795.116582 + Penalty 3665.304871 = -8725129.811711
  nChanged 11
		SP:Iteration 136Q (37096.160000 sec): 3 clusters
  Score: Raw -8728796.177992 + Penalty 3665.304871 = -8725130.873121
  nChanged 5
		SP:Iteration 137Q (37096.700000 sec): 3 clusters
  Score: Raw -8728796.532704 + Penalty 3665.304871 = -8725131.227832
  nChanged 3
		SP:Iteration 138Q (37097.230000 sec): 3 clusters
  Score: Raw -8728796.804453 + Penalty 3665.304871 = -8725131.499582
  nChanged 2
		SP:Iteration 139Q (37097.730000 sec): 3 clusters
  Score: Raw -8728797.031156 + Penalty 3665.304871 = -8725131.726284
  nChanged 3
		SP:Iteration 140F (37098.300000 sec): 3 clusters
  Score: Raw -8728797.481373 + Penalty 3665.304871 = -8725132.176501
  nChanged 3
		SP:Iteration 141Q (37098.800000 sec): 3 clusters
  Score: Raw -8728797.882408 + Penalty 3665.304871 = -8725132.577537
  nChanged 0
		SP:Iteration 142F (37099.330000 sec): 3 clusters
  Score: Raw -8728797.882408 + Penalty 3665.304871 = -8725132.577537
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (28005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37099.560000 sec): 2 clusters
  Score: Raw -2982173.649276 + Penalty 1664.022481 = -2980509.626795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37099.860000 sec): 3 clusters
  Score: Raw -2964926.445347 + Penalty 3328.044962 = -2961598.400385
  nChanged 12927
		SP:Iteration 1F (37100.140000 sec): 3 clusters
  Score: Raw -2972529.072994 + Penalty 3328.044962 = -2969201.028032
  nChanged 1656
		SP:Iteration 2F (37100.500000 sec): 3 clusters
  Score: Raw -2973335.036228 + Penalty 3328.044962 = -2970006.991266
  nChanged 1733
		SP:Iteration 3F (37100.850000 sec): 3 clusters
  Score: Raw -2974394.250981 + Penalty 3328.044962 = -2971066.206018
  nChanged 1962
		SP:Iteration 4F (37101.120000 sec): 3 clusters
  Score: Raw -2975853.145007 + Penalty 3328.044962 = -2972525.100045
  nChanged 2066
		SP:Iteration 5F (37101.480000 sec): 3 clusters
  Score: Raw -2977555.708489 + Penalty 3328.044962 = -2974227.663527
  nChanged 1907
		SP:Iteration 6F (37101.860000 sec): 3 clusters
  Score: Raw -2979175.263753 + Penalty 3328.044962 = -2975847.218791
  nChanged 1559
		SP:Iteration 7F (37102.160000 sec): 3 clusters
  Score: Raw -2980487.687998 + Penalty 3328.044962 = -2977159.643036
  nChanged 1145
		SP:Iteration 8Q (37102.580000 sec): 3 clusters
  Score: Raw -2981531.427904 + Penalty 3328.044962 = -2978203.382942
  nChanged 793
		SP:Iteration 9Q (37102.930000 sec): 3 clusters
  Score: Raw -2982325.776299 + Penalty 3328.044962 = -2978997.731337
  nChanged 550
		SP:Iteration 10Q (37103.270000 sec): 3 clusters
  Score: Raw -2982863.753943 + Penalty 3328.044962 = -2979535.708981
  nChanged 380
		SP:Iteration 11Q (37103.600000 sec): 3 clusters
  Score: Raw -2983091.605338 + Penalty 3328.044962 = -2979763.560376
  nChanged 232
		SP:Iteration 12Q (37103.970000 sec): 3 clusters
  Score: Raw -2983218.849381 + Penalty 3328.044962 = -2979890.804419
  nChanged 180
		SP:Iteration 13Q (37104.320000 sec): 3 clusters
  Score: Raw -2983308.914508 + Penalty 3328.044962 = -2979980.869546
  nChanged 148
		SP:Iteration 14Q (37104.670000 sec): 3 clusters
  Score: Raw -2983375.367082 + Penalty 3328.044962 = -2980047.322120
  nChanged 100
		SP:Iteration 15Q (37105.010000 sec): 3 clusters
  Score: Raw -2983409.825165 + Penalty 3328.044962 = -2980081.780203
  nChanged 86
		SP:Iteration 16Q (37105.370000 sec): 3 clusters
  Score: Raw -2983432.754571 + Penalty 3328.044962 = -2980104.709609
  nChanged 62
		SP:Iteration 17Q (37105.700000 sec): 3 clusters
  Score: Raw -2983448.523109 + Penalty 3328.044962 = -2980120.478147
  nChanged 59
		SP:Iteration 18Q (37106.010000 sec): 3 clusters
  Score: Raw -2983462.619825 + Penalty 3328.044962 = -2980134.574863
  nChanged 35
		SP:Iteration 19Q (37106.400000 sec): 3 clusters
  Score: Raw -2983468.042957 + Penalty 3328.044962 = -2980139.997995
  nChanged 30
		SP:Iteration 20F (37106.780000 sec): 3 clusters
  Score: Raw -2983472.536782 + Penalty 3328.044962 = -2980144.491820
  nChanged 25
		SP:Iteration 21Q (37107.050000 sec): 3 clusters
  Score: Raw -2983476.392646 + Penalty 3328.044962 = -2980148.347684
  nChanged 16
		SP:Iteration 22Q (37107.390000 sec): 3 clusters
  Score: Raw -2983478.303248 + Penalty 3328.044962 = -2980150.258286
  nChanged 7
		SP:Iteration 23Q (37107.730000 sec): 3 clusters
  Score: Raw -2983479.613861 + Penalty 3328.044962 = -2980151.568899
  nChanged 11
		SP:Iteration 24Q (37108.080000 sec): 3 clusters
  Score: Raw -2983481.248944 + Penalty 3328.044962 = -2980153.203982
  nChanged 12
		SP:Iteration 25Q (37108.380000 sec): 3 clusters
  Score: Raw -2983482.373211 + Penalty 3328.044962 = -2980154.328249
  nChanged 10
		SP:Iteration 26Q (37108.760000 sec): 3 clusters
  Score: Raw -2983483.443128 + Penalty 3328.044962 = -2980155.398166
  nChanged 5
		SP:Iteration 27Q (37109.040000 sec): 3 clusters
  Score: Raw -2983483.931398 + Penalty 3328.044962 = -2980155.886436
  nChanged 3
		SP:Iteration 28Q (37109.340000 sec): 3 clusters
  Score: Raw -2983484.394601 + Penalty 3328.044962 = -2980156.349639
  nChanged 6
		SP:Iteration 29Q (37109.700000 sec): 3 clusters
  Score: Raw -2983485.339164 + Penalty 3328.044962 = -2980157.294202
  nChanged 9
		SP:Iteration 30Q (37110.030000 sec): 3 clusters
  Score: Raw -2983486.115370 + Penalty 3328.044962 = -2980158.070408
  nChanged 4
		SP:Iteration 31Q (37110.390000 sec): 3 clusters
  Score: Raw -2983486.710508 + Penalty 3328.044962 = -2980158.665546
  nChanged 3
		SP:Iteration 32Q (37110.710000 sec): 3 clusters
  Score: Raw -2983487.281975 + Penalty 3328.044962 = -2980159.237013
  nChanged 8
		SP:Iteration 33Q (37111.030000 sec): 3 clusters
  Score: Raw -2983488.118553 + Penalty 3328.044962 = -2980160.073591
  nChanged 4
		SP:Iteration 34Q (37111.360000 sec): 3 clusters
  Score: Raw -2983488.590684 + Penalty 3328.044962 = -2980160.545722
  nChanged 2
		SP:Iteration 35Q (37111.640000 sec): 3 clusters
  Score: Raw -2983488.761578 + Penalty 3328.044962 = -2980160.716616
  nChanged 0
		SP:Iteration 36F (37111.970000 sec): 3 clusters
  Score: Raw -2983488.761578 + Penalty 3328.044962 = -2980160.716616
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (12033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37112.160000 sec): 2 clusters
  Score: Raw -1210329.278591 + Penalty 1526.753825 = -1208802.524765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37112.450000 sec): 3 clusters
  Score: Raw -1203421.374057 + Penalty 3053.507650 = -1200367.866407
  nChanged 5288
		SP:Iteration 1F (37112.660000 sec): 3 clusters
  Score: Raw -1206526.882970 + Penalty 3053.507650 = -1203473.375320
  nChanged 930
		SP:Iteration 2F (37112.960000 sec): 3 clusters
  Score: Raw -1207108.573174 + Penalty 3053.507650 = -1204055.065523
  nChanged 908
		SP:Iteration 3F (37113.180000 sec): 3 clusters
  Score: Raw -1207706.792507 + Penalty 3053.507650 = -1204653.284857
  nChanged 832
		SP:Iteration 4F (37113.420000 sec): 3 clusters
  Score: Raw -1208241.269173 + Penalty 3053.507650 = -1205187.761523
  nChanged 664
		SP:Iteration 5F (37113.650000 sec): 3 clusters
  Score: Raw -1208648.676563 + Penalty 3053.507650 = -1205595.168912
  nChanged 544
		SP:Iteration 6Q (37113.910000 sec): 3 clusters
  Score: Raw -1208960.247456 + Penalty 3053.507650 = -1205906.739806
  nChanged 436
		SP:Iteration 7Q (37114.180000 sec): 3 clusters
  Score: Raw -1209214.492564 + Penalty 3053.507650 = -1206160.984914
  nChanged 373
		SP:Iteration 8Q (37114.500000 sec): 3 clusters
  Score: Raw -1209454.168251 + Penalty 3053.507650 = -1206400.660601
  nChanged 327
		SP:Iteration 9Q (37114.700000 sec): 3 clusters
  Score: Raw -1209667.118213 + Penalty 3053.507650 = -1206613.610563
  nChanged 267
		SP:Iteration 10Q (37114.950000 sec): 3 clusters
  Score: Raw -1209838.313176 + Penalty 3053.507650 = -1206784.805526
  nChanged 238
		SP:Iteration 11Q (37115.230000 sec): 3 clusters
  Score: Raw -1209998.427651 + Penalty 3053.507650 = -1206944.920000
  nChanged 203
		SP:Iteration 12Q (37115.490000 sec): 3 clusters
  Score: Raw -1210131.284792 + Penalty 3053.507650 = -1207077.777142
  nChanged 163
		SP:Iteration 13Q (37115.740000 sec): 3 clusters
  Score: Raw -1210252.515097 + Penalty 3053.507650 = -1207199.007447
  nChanged 126
		SP:Iteration 14Q (37116.070000 sec): 3 clusters
  Score: Raw -1210346.217205 + Penalty 3053.507650 = -1207292.709554
  nChanged 102
		SP:Iteration 15Q (37116.290000 sec): 3 clusters
  Score: Raw -1210418.158693 + Penalty 3053.507650 = -1207364.651042
  nChanged 71
		SP:Iteration 16Q (37116.510000 sec): 3 clusters
  Score: Raw -1210473.015530 + Penalty 3053.507650 = -1207419.507879
  nChanged 60
		SP:Iteration 17Q (37116.760000 sec): 3 clusters
  Score: Raw -1210515.216466 + Penalty 3053.507650 = -1207461.708816
  nChanged 42
		SP:Iteration 18Q (37117.100000 sec): 3 clusters
  Score: Raw -1210544.248755 + Penalty 3053.507650 = -1207490.741105
  nChanged 27
		SP:Iteration 19Q (37117.310000 sec): 3 clusters
  Score: Raw -1210564.773254 + Penalty 3053.507650 = -1207511.265604
  nChanged 29
		SP:Iteration 20F (37117.510000 sec): 3 clusters
  Score: Raw -1210580.917938 + Penalty 3053.507650 = -1207527.410288
  nChanged 22
		SP:Iteration 21Q (37117.730000 sec): 3 clusters
  Score: Raw -1210594.389468 + Penalty 3053.507650 = -1207540.881818
  nChanged 19
		SP:Iteration 22Q (37117.940000 sec): 3 clusters
  Score: Raw -1210606.568765 + Penalty 3053.507650 = -1207553.061115
  nChanged 12
		SP:Iteration 23Q (37118.170000 sec): 3 clusters
  Score: Raw -1210614.213068 + Penalty 3053.507650 = -1207560.705418
  nChanged 15
		SP:Iteration 24Q (37118.380000 sec): 3 clusters
  Score: Raw -1210624.977347 + Penalty 3053.507650 = -1207571.469697
  nChanged 16
		SP:Iteration 25Q (37118.630000 sec): 3 clusters
  Score: Raw -1210632.119712 + Penalty 3053.507650 = -1207578.612062
  nChanged 5
		SP:Iteration 26Q (37118.850000 sec): 3 clusters
  Score: Raw -1210634.460393 + Penalty 3053.507650 = -1207580.952743
  nChanged 5
		SP:Iteration 27Q (37119.120000 sec): 3 clusters
  Score: Raw -1210636.380054 + Penalty 3053.507650 = -1207582.872404
  nChanged 2
		SP:Iteration 28Q (37119.330000 sec): 3 clusters
  Score: Raw -1210637.004718 + Penalty 3053.507650 = -1207583.497068
  nChanged 2
		SP:Iteration 29Q (37119.600000 sec): 3 clusters
  Score: Raw -1210638.265180 + Penalty 3053.507650 = -1207584.757530
  nChanged 1
		SP:Iteration 30Q (37119.830000 sec): 3 clusters
  Score: Raw -1210638.774109 + Penalty 3053.507650 = -1207585.266459
  nChanged 0
		SP:Iteration 31F (37120.080000 sec): 3 clusters
  Score: Raw -1210638.774109 + Penalty 3053.507650 = -1207585.266459
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (263898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37121.280000 sec): 2 clusters
  Score: Raw -30513769.758416 + Penalty 2028.539166 = -30511741.219251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37122.590000 sec): 3 clusters
  Score: Raw -30337809.436871 + Penalty 4057.078332 = -30333752.358539
  nChanged 128459
		SP:Iteration 1F (37123.860000 sec): 3 clusters
  Score: Raw -30415700.393137 + Penalty 4057.078332 = -30411643.314805
  nChanged 8951
		SP:Iteration 2Q (37125.210000 sec): 3 clusters
  Score: Raw -30418226.177168 + Penalty 4057.078332 = -30414169.098836
  nChanged 10547
		SP:Iteration 3Q (37126.640000 sec): 3 clusters
  Score: Raw -30421877.163792 + Penalty 4057.078332 = -30417820.085461
  nChanged 12485
		SP:Iteration 4Q (37127.970000 sec): 3 clusters
  Score: Raw -30427277.009345 + Penalty 4057.078332 = -30423219.931013
  nChanged 14488
		SP:Iteration 5F (37129.380000 sec): 3 clusters
  Score: Raw -30435322.264035 + Penalty 4057.078332 = -30431265.185703
  nChanged 16371
		SP:Iteration 6F (37130.870000 sec): 3 clusters
  Score: Raw -30446658.446241 + Penalty 4057.078332 = -30442601.367910
  nChanged 16635
		SP:Iteration 7F (37132.150000 sec): 3 clusters
  Score: Raw -30459826.119275 + Penalty 4057.078332 = -30455769.040944
  nChanged 14983
		SP:Iteration 8F (37133.550000 sec): 3 clusters
  Score: Raw -30471709.263145 + Penalty 4057.078332 = -30467652.184813
  nChanged 12220
		SP:Iteration 9Q (37134.960000 sec): 3 clusters
  Score: Raw -30480201.366509 + Penalty 4057.078332 = -30476144.288177
  nChanged 9076
		SP:Iteration 10Q (37136.540000 sec): 3 clusters
  Score: Raw -30485383.882518 + Penalty 4057.078332 = -30481326.804186
  nChanged 6877
		SP:Iteration 11Q (37138.030000 sec): 3 clusters
  Score: Raw -30488855.363848 + Penalty 4057.078332 = -30484798.285516
  nChanged 6093
		SP:Iteration 12Q (37139.450000 sec): 3 clusters
  Score: Raw -30491913.205437 + Penalty 4057.078332 = -30487856.127105
  nChanged 5698
		SP:Iteration 13Q (37140.710000 sec): 3 clusters
  Score: Raw -30494838.934319 + Penalty 4057.078332 = -30490781.855988
  nChanged 5333
		SP:Iteration 14Q (37142.070000 sec): 3 clusters
  Score: Raw -30497715.709776 + Penalty 4057.078332 = -30493658.631444
  nChanged 4905
		SP:Iteration 15Q (37143.390000 sec): 3 clusters
  Score: Raw -30500490.556852 + Penalty 4057.078332 = -30496433.478520
  nChanged 4512
		SP:Iteration 16Q (37144.640000 sec): 3 clusters
  Score: Raw -30503195.013857 + Penalty 4057.078332 = -30499137.935526
  nChanged 3971
		SP:Iteration 17Q (37145.920000 sec): 3 clusters
  Score: Raw -30505661.193699 + Penalty 4057.078332 = -30501604.115367
  nChanged 3332
		SP:Iteration 18Q (37147.140000 sec): 3 clusters
  Score: Raw -30507782.056777 + Penalty 4057.078332 = -30503724.978445
  nChanged 2686
		SP:Iteration 19Q (37148.340000 sec): 3 clusters
  Score: Raw -30509471.235725 + Penalty 4057.078332 = -30505414.157393
  nChanged 2183
		SP:Iteration 20F (37149.530000 sec): 3 clusters
  Score: Raw -30510853.433309 + Penalty 4057.078332 = -30506796.354978
  nChanged 1679
		SP:Iteration 21Q (37150.660000 sec): 3 clusters
  Score: Raw -30511916.170645 + Penalty 4057.078332 = -30507859.092314
  nChanged 1209
		SP:Iteration 22Q (37151.810000 sec): 3 clusters
  Score: Raw -30512657.943339 + Penalty 4057.078332 = -30508600.865008
  nChanged 792
		SP:Iteration 23Q (37152.980000 sec): 3 clusters
  Score: Raw -30513134.812160 + Penalty 4057.078332 = -30509077.733828
  nChanged 517
		SP:Iteration 24Q (37154.130000 sec): 3 clusters
  Score: Raw -30513453.537313 + Penalty 4057.078332 = -30509396.458981
  nChanged 330
		SP:Iteration 25Q (37155.230000 sec): 3 clusters
  Score: Raw -30513638.555834 + Penalty 4057.078332 = -30509581.477502
  nChanged 221
		SP:Iteration 26Q (37156.310000 sec): 3 clusters
  Score: Raw -30513757.596335 + Penalty 4057.078332 = -30509700.518003
  nChanged 139
		SP:Iteration 27Q (37157.380000 sec): 3 clusters
  Score: Raw -30513834.666070 + Penalty 4057.078332 = -30509777.587738
  nChanged 95
		SP:Iteration 28Q (37158.470000 sec): 3 clusters
  Score: Raw -30513889.893626 + Penalty 4057.078332 = -30509832.815294
  nChanged 89
		SP:Iteration 29Q (37159.650000 sec): 3 clusters
  Score: Raw -30513940.396850 + Penalty 4057.078332 = -30509883.318519
  nChanged 66
		SP:Iteration 30Q (37160.880000 sec): 3 clusters
  Score: Raw -30513981.363728 + Penalty 4057.078332 = -30509924.285396
  nChanged 47
		SP:Iteration 31Q (37162.220000 sec): 3 clusters
  Score: Raw -30514008.146152 + Penalty 4057.078332 = -30509951.067821
  nChanged 35
		SP:Iteration 32Q (37163.490000 sec): 3 clusters
  Score: Raw -30514031.663653 + Penalty 4057.078332 = -30509974.585321
  nChanged 28
		SP:Iteration 33Q (37164.730000 sec): 3 clusters
  Score: Raw -30514046.795488 + Penalty 4057.078332 = -30509989.717157
  nChanged 19
		SP:Iteration 34Q (37166.050000 sec): 3 clusters
  Score: Raw -30514058.322976 + Penalty 4057.078332 = -30510001.244644
  nChanged 10
		SP:Iteration 35Q (37167.230000 sec): 3 clusters
  Score: Raw -30514065.715431 + Penalty 4057.078332 = -30510008.637099
  nChanged 14
		SP:Iteration 36Q (37168.390000 sec): 3 clusters
  Score: Raw -30514073.072358 + Penalty 4057.078332 = -30510015.994027
  nChanged 6
		SP:Iteration 37Q (37169.800000 sec): 3 clusters
  Score: Raw -30514075.159596 + Penalty 4057.078332 = -30510018.081264
  nChanged 4
		SP:Iteration 38Q (37171.080000 sec): 3 clusters
  Score: Raw -30514077.279126 + Penalty 4057.078332 = -30510020.200795
  nChanged 5
		SP:Iteration 39Q (37172.460000 sec): 3 clusters
  Score: Raw -30514079.041339 + Penalty 4057.078332 = -30510021.963007
  nChanged 4
		SP:Iteration 40F (37173.910000 sec): 3 clusters
  Score: Raw -30514080.953965 + Penalty 4057.078332 = -30510023.875633
  nChanged 4
		SP:Iteration 41Q (37175.170000 sec): 3 clusters
  Score: Raw -30514083.330490 + Penalty 4057.078332 = -30510026.252159
  nChanged 5
		SP:Iteration 42Q (37176.490000 sec): 3 clusters
  Score: Raw -30514087.043015 + Penalty 4057.078332 = -30510029.964683
  nChanged 6
		SP:Iteration 43Q (37177.760000 sec): 3 clusters
  Score: Raw -30514090.894543 + Penalty 4057.078332 = -30510033.816211
  nChanged 5
		SP:Iteration 44Q (37179.070000 sec): 3 clusters
  Score: Raw -30514093.475157 + Penalty 4057.078332 = -30510036.396826
  nChanged 3
		SP:Iteration 45Q (37180.330000 sec): 3 clusters
  Score: Raw -30514095.024954 + Penalty 4057.078332 = -30510037.946622
  nChanged 2
		SP:Iteration 46Q (37181.620000 sec): 3 clusters
  Score: Raw -30514095.644779 + Penalty 4057.078332 = -30510038.566447
  nChanged 0
		SP:Iteration 47F (37182.940000 sec): 3 clusters
  Score: Raw -30514095.644779 + Penalty 4057.078332 = -30510038.566447
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 6 (41389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37183.320000 sec): 2 clusters
  Score: Raw -4172448.920961 + Penalty 1727.500194 = -4170721.420767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37183.750000 sec): 3 clusters
  Score: Raw -4146663.852327 + Penalty 3455.000388 = -4143208.851939
  nChanged 19267
		SP:Iteration 1F (37184.180000 sec): 3 clusters
  Score: Raw -4159077.150124 + Penalty 3455.000388 = -4155622.149737
  nChanged 2822
		SP:Iteration 2F (37184.580000 sec): 3 clusters
  Score: Raw -4160943.219131 + Penalty 3455.000388 = -4157488.218743
  nChanged 2987
		SP:Iteration 3F (37185.000000 sec): 3 clusters
  Score: Raw -4163073.672571 + Penalty 3455.000388 = -4159618.672183
  nChanged 2918
		SP:Iteration 4F (37185.430000 sec): 3 clusters
  Score: Raw -4165112.132705 + Penalty 3455.000388 = -4161657.132317
  nChanged 2620
		SP:Iteration 5F (37185.850000 sec): 3 clusters
  Score: Raw -4166694.151121 + Penalty 3455.000388 = -4163239.150733
  nChanged 2066
		SP:Iteration 6Q (37186.250000 sec): 3 clusters
  Score: Raw -4167693.052877 + Penalty 3455.000388 = -4164238.052490
  nChanged 1568
		SP:Iteration 7Q (37186.610000 sec): 3 clusters
  Score: Raw -4168344.878705 + Penalty 3455.000388 = -4164889.878317
  nChanged 1198
		SP:Iteration 8Q (37187.050000 sec): 3 clusters
  Score: Raw -4168717.914734 + Penalty 3455.000388 = -4165262.914347
  nChanged 845
		SP:Iteration 9Q (37187.390000 sec): 3 clusters
  Score: Raw -4168937.250695 + Penalty 3455.000388 = -4165482.250307
  nChanged 628
		SP:Iteration 10Q (37187.770000 sec): 3 clusters
  Score: Raw -4169061.046563 + Penalty 3455.000388 = -4165606.046175
  nChanged 481
		SP:Iteration 11Q (37188.120000 sec): 3 clusters
  Score: Raw -4169144.016362 + Penalty 3455.000388 = -4165689.015975
  nChanged 368
		SP:Iteration 12Q (37188.520000 sec): 3 clusters
  Score: Raw -4169206.808994 + Penalty 3455.000388 = -4165751.808606
  nChanged 363
		SP:Iteration 13Q (37188.920000 sec): 3 clusters
  Score: Raw -4169268.011854 + Penalty 3455.000388 = -4165813.011466
  nChanged 331
		SP:Iteration 14Q (37189.250000 sec): 3 clusters
  Score: Raw -4169320.208703 + Penalty 3455.000388 = -4165865.208315
  nChanged 292
		SP:Iteration 15Q (37189.680000 sec): 3 clusters
  Score: Raw -4169363.426071 + Penalty 3455.000388 = -4165908.425684
  nChanged 292
		SP:Iteration 16Q (37190.070000 sec): 3 clusters
  Score: Raw -4169404.493188 + Penalty 3455.000388 = -4165949.492800
  nChanged 265
		SP:Iteration 17Q (37190.440000 sec): 3 clusters
  Score: Raw -4169445.626895 + Penalty 3455.000388 = -4165990.626508
  nChanged 261
		SP:Iteration 18Q (37190.860000 sec): 3 clusters
  Score: Raw -4169482.802349 + Penalty 3455.000388 = -4166027.801961
  nChanged 254
		SP:Iteration 19Q (37191.260000 sec): 3 clusters
  Score: Raw -4169516.013057 + Penalty 3455.000388 = -4166061.012669
  nChanged 250
		SP:Iteration 20F (37191.640000 sec): 3 clusters
  Score: Raw -4169551.451698 + Penalty 3455.000388 = -4166096.451310
  nChanged 256
		SP:Iteration 21Q (37192.070000 sec): 3 clusters
  Score: Raw -4169590.144974 + Penalty 3455.000388 = -4166135.144586
  nChanged 278
		SP:Iteration 22Q (37192.490000 sec): 3 clusters
  Score: Raw -4169630.882961 + Penalty 3455.000388 = -4166175.882573
  nChanged 282
		SP:Iteration 23Q (37192.930000 sec): 3 clusters
  Score: Raw -4169666.456900 + Penalty 3455.000388 = -4166211.456512
  nChanged 256
		SP:Iteration 24Q (37193.400000 sec): 3 clusters
  Score: Raw -4169704.773724 + Penalty 3455.000388 = -4166249.773336
  nChanged 277
		SP:Iteration 25Q (37193.830000 sec): 3 clusters
  Score: Raw -4169747.901698 + Penalty 3455.000388 = -4166292.901310
  nChanged 292
		SP:Iteration 26Q (37194.240000 sec): 3 clusters
  Score: Raw -4169792.456809 + Penalty 3455.000388 = -4166337.456421
  nChanged 280
		SP:Iteration 27Q (37194.630000 sec): 3 clusters
  Score: Raw -4169830.520780 + Penalty 3455.000388 = -4166375.520392
  nChanged 274
		SP:Iteration 28Q (37195.030000 sec): 3 clusters
  Score: Raw -4169868.628584 + Penalty 3455.000388 = -4166413.628196
  nChanged 274
		SP:Iteration 29Q (37195.420000 sec): 3 clusters
  Score: Raw -4169910.387448 + Penalty 3455.000388 = -4166455.387060
  nChanged 278
		SP:Iteration 30Q (37195.800000 sec): 3 clusters
  Score: Raw -4169954.210672 + Penalty 3455.000388 = -4166499.210284
  nChanged 278
		SP:Iteration 31Q (37196.220000 sec): 3 clusters
  Score: Raw -4169997.960348 + Penalty 3455.000388 = -4166542.959960
  nChanged 308
		SP:Iteration 32Q (37196.680000 sec): 3 clusters
  Score: Raw -4170047.955262 + Penalty 3455.000388 = -4166592.954875
  nChanged 318
		SP:Iteration 33Q (37197.110000 sec): 3 clusters
  Score: Raw -4170105.414674 + Penalty 3455.000388 = -4166650.414287
  nChanged 324
		SP:Iteration 34Q (37197.580000 sec): 3 clusters
  Score: Raw -4170164.012682 + Penalty 3455.000388 = -4166709.012294
  nChanged 319
		SP:Iteration 35Q (37197.970000 sec): 3 clusters
  Score: Raw -4170221.736589 + Penalty 3455.000388 = -4166766.736201
  nChanged 330
		SP:Iteration 36Q (37198.420000 sec): 3 clusters
  Score: Raw -4170283.219993 + Penalty 3455.000388 = -4166828.219605
  nChanged 362
		SP:Iteration 37Q (37198.810000 sec): 3 clusters
  Score: Raw -4170354.808851 + Penalty 3455.000388 = -4166899.808463
  nChanged 394
		SP:Iteration 38Q (37199.230000 sec): 3 clusters
  Score: Raw -4170437.355186 + Penalty 3455.000388 = -4166982.354798
  nChanged 399
		SP:Iteration 39Q (37199.620000 sec): 3 clusters
  Score: Raw -4170523.344956 + Penalty 3455.000388 = -4167068.344568
  nChanged 395
		SP:Iteration 40F (37200.020000 sec): 3 clusters
  Score: Raw -4170607.007273 + Penalty 3455.000388 = -4167152.006885
  nChanged 392
		SP:Iteration 41Q (37200.460000 sec): 3 clusters
  Score: Raw -4170690.860240 + Penalty 3455.000388 = -4167235.859852
  nChanged 416
		SP:Iteration 42Q (37200.810000 sec): 3 clusters
  Score: Raw -4170777.882280 + Penalty 3455.000388 = -4167322.881892
  nChanged 395
		SP:Iteration 43Q (37201.210000 sec): 3 clusters
  Score: Raw -4170855.190330 + Penalty 3455.000388 = -4167400.189943
  nChanged 432
		SP:Iteration 44Q (37201.600000 sec): 3 clusters
  Score: Raw -4170953.508806 + Penalty 3455.000388 = -4167498.508419
  nChanged 459
		SP:Iteration 45Q (37201.970000 sec): 3 clusters
  Score: Raw -4171062.604100 + Penalty 3455.000388 = -4167607.603713
  nChanged 442
		SP:Iteration 46Q (37202.330000 sec): 3 clusters
  Score: Raw -4171157.973049 + Penalty 3455.000388 = -4167702.972661
  nChanged 414
		SP:Iteration 47Q (37202.740000 sec): 3 clusters
  Score: Raw -4171244.786088 + Penalty 3455.000388 = -4167789.785701
  nChanged 401
		SP:Iteration 48Q (37203.070000 sec): 3 clusters
  Score: Raw -4171333.536390 + Penalty 3455.000388 = -4167878.536002
  nChanged 393
		SP:Iteration 49Q (37203.470000 sec): 3 clusters
  Score: Raw -4171427.721681 + Penalty 3455.000388 = -4167972.721294
  nChanged 404
		SP:Iteration 50Q (37203.850000 sec): 3 clusters
  Score: Raw -4171530.508435 + Penalty 3455.000388 = -4168075.508047
  nChanged 411
		SP:Iteration 51Q (37204.200000 sec): 3 clusters
  Score: Raw -4171640.728815 + Penalty 3455.000388 = -4168185.728428
  nChanged 425
		SP:Iteration 52Q (37204.570000 sec): 3 clusters
  Score: Raw -4171759.612676 + Penalty 3455.000388 = -4168304.612288
  nChanged 420
		SP:Iteration 53Q (37204.970000 sec): 3 clusters
  Score: Raw -4171871.042093 + Penalty 3455.000388 = -4168416.041705
  nChanged 399
		SP:Iteration 54Q (37205.350000 sec): 3 clusters
  Score: Raw -4171970.587406 + Penalty 3455.000388 = -4168515.587018
  nChanged 373
		SP:Iteration 55Q (37205.740000 sec): 3 clusters
  Score: Raw -4172064.733842 + Penalty 3455.000388 = -4168609.733454
  nChanged 375
		SP:Iteration 56Q (37206.140000 sec): 3 clusters
  Score: Raw -4172163.253989 + Penalty 3455.000388 = -4168708.253601
  nChanged 349
		SP:Iteration 57Q (37206.540000 sec): 3 clusters
  Score: Raw -4172259.069153 + Penalty 3455.000388 = -4168804.068765
  nChanged 355
		SP:Iteration 58Q (37206.990000 sec): 3 clusters
  Score: Raw -4172373.116382 + Penalty 3455.000388 = -4168918.115994
  nChanged 359
		SP:Iteration 59Q (37207.380000 sec): 3 clusters
  Score: Raw -4172477.813110 + Penalty 3455.000388 = -4169022.812722
  nChanged 310
		SP:Iteration 60F (37207.780000 sec): 3 clusters
  Score: Raw -4172560.380099 + Penalty 3455.000388 = -4169105.379711
  nChanged 272
		SP:Iteration 61Q (37208.140000 sec): 3 clusters
  Score: Raw -4172631.025276 + Penalty 3455.000388 = -4169176.024888
  nChanged 253
		SP:Iteration 62Q (37208.570000 sec): 3 clusters
  Score: Raw -4172706.918686 + Penalty 3455.000388 = -4169251.918298
  nChanged 234
		SP:Iteration 63Q (37208.940000 sec): 3 clusters
  Score: Raw -4172784.899723 + Penalty 3455.000388 = -4169329.899335
  nChanged 235
		SP:Iteration 64Q (37209.340000 sec): 3 clusters
  Score: Raw -4172849.717287 + Penalty 3455.000388 = -4169394.716899
  nChanged 197
		SP:Iteration 65Q (37209.760000 sec): 3 clusters
  Score: Raw -4172904.630520 + Penalty 3455.000388 = -4169449.630132
  nChanged 178
		SP:Iteration 66Q (37210.160000 sec): 3 clusters
  Score: Raw -4172957.298785 + Penalty 3455.000388 = -4169502.298397
  nChanged 163
		SP:Iteration 67Q (37210.570000 sec): 3 clusters
  Score: Raw -4173017.877479 + Penalty 3455.000388 = -4169562.877091
  nChanged 176
		SP:Iteration 68Q (37210.920000 sec): 3 clusters
  Score: Raw -4173074.723538 + Penalty 3455.000388 = -4169619.723150
  nChanged 161
		SP:Iteration 69Q (37211.290000 sec): 3 clusters
  Score: Raw -4173132.973773 + Penalty 3455.000388 = -4169677.973385
  nChanged 159
		SP:Iteration 70Q (37211.680000 sec): 3 clusters
  Score: Raw -4173195.972052 + Penalty 3455.000388 = -4169740.971665
  nChanged 159
		SP:Iteration 71Q (37212.080000 sec): 3 clusters
  Score: Raw -4173255.853964 + Penalty 3455.000388 = -4169800.853577
  nChanged 126
		SP:Iteration 72Q (37212.450000 sec): 3 clusters
  Score: Raw -4173291.152666 + Penalty 3455.000388 = -4169836.152279
  nChanged 93
		SP:Iteration 73Q (37212.880000 sec): 3 clusters
  Score: Raw -4173318.279663 + Penalty 3455.000388 = -4169863.279275
  nChanged 78
		SP:Iteration 74Q (37213.270000 sec): 3 clusters
  Score: Raw -4173342.284505 + Penalty 3455.000388 = -4169887.284117
  nChanged 78
		SP:Iteration 75Q (37213.710000 sec): 3 clusters
  Score: Raw -4173362.024403 + Penalty 3455.000388 = -4169907.024015
  nChanged 54
		SP:Iteration 76Q (37214.080000 sec): 3 clusters
  Score: Raw -4173376.634408 + Penalty 3455.000388 = -4169921.634020
  nChanged 53
		SP:Iteration 77Q (37214.550000 sec): 3 clusters
  Score: Raw -4173389.471519 + Penalty 3455.000388 = -4169934.471131
  nChanged 53
		SP:Iteration 78Q (37215.010000 sec): 3 clusters
  Score: Raw -4173400.866914 + Penalty 3455.000388 = -4169945.866527
  nChanged 37
		SP:Iteration 79Q (37215.400000 sec): 3 clusters
  Score: Raw -4173407.442767 + Penalty 3455.000388 = -4169952.442379
  nChanged 37
		SP:Iteration 80F (37215.820000 sec): 3 clusters
  Score: Raw -4173417.307991 + Penalty 3455.000388 = -4169962.307604
  nChanged 32
		SP:Iteration 81Q (37216.250000 sec): 3 clusters
  Score: Raw -4173422.940655 + Penalty 3455.000388 = -4169967.940267
  nChanged 21
		SP:Iteration 82Q (37216.670000 sec): 3 clusters
  Score: Raw -4173427.358751 + Penalty 3455.000388 = -4169972.358363
  nChanged 29
		SP:Iteration 83Q (37217.080000 sec): 3 clusters
  Score: Raw -4173431.522579 + Penalty 3455.000388 = -4169976.522191
  nChanged 14
		SP:Iteration 84Q (37217.500000 sec): 3 clusters
  Score: Raw -4173434.685745 + Penalty 3455.000388 = -4169979.685358
  nChanged 19
		SP:Iteration 85Q (37217.840000 sec): 3 clusters
  Score: Raw -4173438.397736 + Penalty 3455.000388 = -4169983.397348
  nChanged 21
		SP:Iteration 86Q (37218.280000 sec): 3 clusters
  Score: Raw -4173441.719233 + Penalty 3455.000388 = -4169986.718845
  nChanged 16
		SP:Iteration 87Q (37218.660000 sec): 3 clusters
  Score: Raw -4173444.037069 + Penalty 3455.000388 = -4169989.036681
  nChanged 13
		SP:Iteration 88Q (37218.990000 sec): 3 clusters
  Score: Raw -4173446.209237 + Penalty 3455.000388 = -4169991.208849
  nChanged 17
		SP:Iteration 89Q (37219.350000 sec): 3 clusters
  Score: Raw -4173450.592386 + Penalty 3455.000388 = -4169995.591998
  nChanged 21
		SP:Iteration 90Q (37219.690000 sec): 3 clusters
  Score: Raw -4173455.517509 + Penalty 3455.000388 = -4170000.517121
  nChanged 27
		SP:Iteration 91Q (37220.060000 sec): 3 clusters
  Score: Raw -4173460.550269 + Penalty 3455.000388 = -4170005.549881
  nChanged 23
		SP:Iteration 92Q (37220.370000 sec): 3 clusters
  Score: Raw -4173465.071471 + Penalty 3455.000388 = -4170010.071083
  nChanged 20
		SP:Iteration 93Q (37220.730000 sec): 3 clusters
  Score: Raw -4173468.684910 + Penalty 3455.000388 = -4170013.684522
  nChanged 13
		SP:Iteration 94Q (37221.120000 sec): 3 clusters
  Score: Raw -4173471.222228 + Penalty 3455.000388 = -4170016.221840
  nChanged 14
		SP:Iteration 95Q (37221.490000 sec): 3 clusters
  Score: Raw -4173473.181058 + Penalty 3455.000388 = -4170018.180670
  nChanged 8
		SP:Iteration 96Q (37221.860000 sec): 3 clusters
  Score: Raw -4173474.429280 + Penalty 3455.000388 = -4170019.428892
  nChanged 7
		SP:Iteration 97Q (37222.220000 sec): 3 clusters
  Score: Raw -4173475.385195 + Penalty 3455.000388 = -4170020.384808
  nChanged 7
		SP:Iteration 98Q (37222.570000 sec): 3 clusters
  Score: Raw -4173476.310910 + Penalty 3455.000388 = -4170021.310522
  nChanged 4
		SP:Iteration 99Q (37222.990000 sec): 3 clusters
  Score: Raw -4173477.026662 + Penalty 3455.000388 = -4170022.026274
  nChanged 7
		SP:Iteration 100F (37223.340000 sec): 3 clusters
  Score: Raw -4173478.156987 + Penalty 3455.000388 = -4170023.156600
  nChanged 6
		SP:Iteration 101Q (37223.690000 sec): 3 clusters
  Score: Raw -4173479.551978 + Penalty 3455.000388 = -4170024.551590
  nChanged 6
		SP:Iteration 102Q (37224.060000 sec): 3 clusters
  Score: Raw -4173480.704614 + Penalty 3455.000388 = -4170025.704226
  nChanged 3
		SP:Iteration 103Q (37224.450000 sec): 3 clusters
  Score: Raw -4173481.097271 + Penalty 3455.000388 = -4170026.096883
  nChanged 2
		SP:Iteration 104Q (37224.800000 sec): 3 clusters
  Score: Raw -4173481.353601 + Penalty 3455.000388 = -4170026.353213
  nChanged 4
		SP:Iteration 105Q (37225.090000 sec): 3 clusters
  Score: Raw -4173482.020483 + Penalty 3455.000388 = -4170027.020095
  nChanged 3
		SP:Iteration 106Q (37225.450000 sec): 3 clusters
  Score: Raw -4173482.268453 + Penalty 3455.000388 = -4170027.268066
  nChanged 1
		SP:Iteration 107Q (37225.810000 sec): 3 clusters
  Score: Raw -4173482.311877 + Penalty 3455.000388 = -4170027.311489
  nChanged 1
		SP:Iteration 108Q (37226.210000 sec): 3 clusters
  Score: Raw -4173482.537998 + Penalty 3455.000388 = -4170027.537611
  nChanged 1
		SP:Iteration 109Q (37226.580000 sec): 3 clusters
  Score: Raw -4173482.875887 + Penalty 3455.000388 = -4170027.875499
  nChanged 0
		SP:Iteration 110F (37226.970000 sec): 3 clusters
  Score: Raw -4173482.875887 + Penalty 3455.000388 = -4170027.875499
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (5560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37227.140000 sec): 2 clusters
  Score: Raw -653905.514751 + Penalty 1401.294925 = -652504.219825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37227.330000 sec): 3 clusters
  Score: Raw -650938.851523 + Penalty 2802.589851 = -648136.261672
  nChanged 2281
		SP:Iteration 1F (37227.530000 sec): 3 clusters
  Score: Raw -652152.446381 + Penalty 2802.589851 = -649349.856530
  nChanged 397
		SP:Iteration 2F (37227.740000 sec): 3 clusters
  Score: Raw -652400.096273 + Penalty 2802.589851 = -649597.506422
  nChanged 351
		SP:Iteration 3F (37227.940000 sec): 3 clusters
  Score: Raw -652580.372676 + Penalty 2802.589851 = -649777.782825
  nChanged 268
		SP:Iteration 4Q (37228.140000 sec): 3 clusters
  Score: Raw -652722.458213 + Penalty 2802.589851 = -649919.868363
  nChanged 251
		SP:Iteration 5Q (37228.300000 sec): 3 clusters
  Score: Raw -652849.371852 + Penalty 2802.589851 = -650046.782001
  nChanged 214
		SP:Iteration 6Q (37228.530000 sec): 3 clusters
  Score: Raw -652958.671688 + Penalty 2802.589851 = -650156.081838
  nChanged 194
		SP:Iteration 7Q (37228.760000 sec): 3 clusters
  Score: Raw -653070.571130 + Penalty 2802.589851 = -650267.981279
  nChanged 204
		SP:Iteration 8Q (37228.950000 sec): 3 clusters
  Score: Raw -653194.845263 + Penalty 2802.589851 = -650392.255412
  nChanged 200
		SP:Iteration 9Q (37229.160000 sec): 3 clusters
  Score: Raw -653316.578872 + Penalty 2802.589851 = -650513.989021
  nChanged 210
		SP:Iteration 10Q (37229.330000 sec): 3 clusters
  Score: Raw -653451.362924 + Penalty 2802.589851 = -650648.773073
  nChanged 183
		SP:Iteration 11Q (37229.520000 sec): 3 clusters
  Score: Raw -653577.514220 + Penalty 2802.589851 = -650774.924369
  nChanged 180
		SP:Iteration 12Q (37229.700000 sec): 3 clusters
  Score: Raw -653683.449705 + Penalty 2802.589851 = -650880.859855
  nChanged 157
		SP:Iteration 13Q (37229.940000 sec): 3 clusters
  Score: Raw -653769.652317 + Penalty 2802.589851 = -650967.062466
  nChanged 132
		SP:Iteration 14Q (37230.140000 sec): 3 clusters
  Score: Raw -653842.270455 + Penalty 2802.589851 = -651039.680605
  nChanged 106
		SP:Iteration 15Q (37230.360000 sec): 3 clusters
  Score: Raw -653885.039411 + Penalty 2802.589851 = -651082.449560
  nChanged 80
		SP:Iteration 16Q (37230.570000 sec): 3 clusters
  Score: Raw -653912.125970 + Penalty 2802.589851 = -651109.536119
  nChanged 57
		SP:Iteration 17Q (37230.780000 sec): 3 clusters
  Score: Raw -653931.396136 + Penalty 2802.589851 = -651128.806285
  nChanged 43
		SP:Iteration 18Q (37230.970000 sec): 3 clusters
  Score: Raw -653942.187416 + Penalty 2802.589851 = -651139.597565
  nChanged 37
		SP:Iteration 19Q (37231.160000 sec): 3 clusters
  Score: Raw -653949.346540 + Penalty 2802.589851 = -651146.756689
  nChanged 23
		SP:Iteration 20F (37231.410000 sec): 3 clusters
  Score: Raw -653954.020645 + Penalty 2802.589851 = -651151.430794
  nChanged 16
		SP:Iteration 21Q (37231.650000 sec): 3 clusters
  Score: Raw -653957.865908 + Penalty 2802.589851 = -651155.276057
  nChanged 16
		SP:Iteration 22Q (37231.840000 sec): 3 clusters
  Score: Raw -653961.375781 + Penalty 2802.589851 = -651158.785931
  nChanged 18
		SP:Iteration 23Q (37232.020000 sec): 3 clusters
  Score: Raw -653963.978655 + Penalty 2802.589851 = -651161.388804
  nChanged 11
		SP:Iteration 24Q (37232.210000 sec): 3 clusters
  Score: Raw -653965.772400 + Penalty 2802.589851 = -651163.182549
  nChanged 7
		SP:Iteration 25Q (37232.440000 sec): 3 clusters
  Score: Raw -653967.183119 + Penalty 2802.589851 = -651164.593268
  nChanged 3
		SP:Iteration 26Q (37232.630000 sec): 3 clusters
  Score: Raw -653967.647824 + Penalty 2802.589851 = -651165.057973
  nChanged 4
		SP:Iteration 27Q (37232.870000 sec): 3 clusters
  Score: Raw -653968.269451 + Penalty 2802.589851 = -651165.679600
  nChanged 3
		SP:Iteration 28Q (37233.030000 sec): 3 clusters
  Score: Raw -653968.663146 + Penalty 2802.589851 = -651166.073295
  nChanged 3
		SP:Iteration 29Q (37233.210000 sec): 3 clusters
  Score: Raw -653969.154456 + Penalty 2802.589851 = -651166.564605
  nChanged 5
		SP:Iteration 30Q (37233.460000 sec): 3 clusters
  Score: Raw -653970.208375 + Penalty 2802.589851 = -651167.618524
  nChanged 9
		SP:Iteration 31Q (37233.640000 sec): 3 clusters
  Score: Raw -653971.788316 + Penalty 2802.589851 = -651169.198466
  nChanged 4
		SP:Iteration 32Q (37233.870000 sec): 3 clusters
  Score: Raw -653972.554203 + Penalty 2802.589851 = -651169.964352
  nChanged 2
		SP:Iteration 33Q (37234.070000 sec): 3 clusters
  Score: Raw -653972.755823 + Penalty 2802.589851 = -651170.165972
  nChanged 1
		SP:Iteration 34Q (37234.280000 sec): 3 clusters
  Score: Raw -653972.849910 + Penalty 2802.589851 = -651170.260059
  nChanged 3
		SP:Iteration 35Q (37234.470000 sec): 3 clusters
  Score: Raw -653973.215213 + Penalty 2802.589851 = -651170.625362
  nChanged 4
		SP:Iteration 36Q (37234.680000 sec): 3 clusters
  Score: Raw -653973.822960 + Penalty 2802.589851 = -651171.233109
  nChanged 6
		SP:Iteration 37Q (37234.870000 sec): 3 clusters
  Score: Raw -653975.552417 + Penalty 2802.589851 = -651172.962566
  nChanged 6
		SP:Iteration 38Q (37235.070000 sec): 3 clusters
  Score: Raw -653977.270823 + Penalty 2802.589851 = -651174.680972
  nChanged 6
		SP:Iteration 39Q (37235.230000 sec): 3 clusters
  Score: Raw -653978.557478 + Penalty 2802.589851 = -651175.967628
  nChanged 5
		SP:Iteration 40F (37235.410000 sec): 3 clusters
  Score: Raw -653979.377608 + Penalty 2802.589851 = -651176.787757
  nChanged 3
		SP:Iteration 41Q (37235.610000 sec): 3 clusters
  Score: Raw -653979.703042 + Penalty 2802.589851 = -651177.113192
  nChanged 0
		SP:Iteration 42F (37235.790000 sec): 3 clusters
  Score: Raw -653979.703042 + Penalty 2802.589851 = -651177.113192
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 8 (7277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37235.960000 sec): 2 clusters
  Score: Raw -790717.369674 + Penalty 1445.027020 = -789272.342654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37236.200000 sec): 3 clusters
  Score: Raw -786681.083277 + Penalty 2890.054040 = -783791.029237
  nChanged 3021
		SP:Iteration 1F (37236.360000 sec): 3 clusters
  Score: Raw -788236.548746 + Penalty 2890.054040 = -785346.494707
  nChanged 437
		SP:Iteration 2F (37236.580000 sec): 3 clusters
  Score: Raw -788444.606046 + Penalty 2890.054040 = -785554.552006
  nChanged 397
		SP:Iteration 3F (37236.760000 sec): 3 clusters
  Score: Raw -788635.703433 + Penalty 2890.054040 = -785745.649394
  nChanged 381
		SP:Iteration 4F (37236.980000 sec): 3 clusters
  Score: Raw -788827.447191 + Penalty 2890.054040 = -785937.393152
  nChanged 368
		SP:Iteration 5F (37237.200000 sec): 3 clusters
  Score: Raw -789058.527354 + Penalty 2890.054040 = -786168.473314
  nChanged 391
		SP:Iteration 6F (37237.370000 sec): 3 clusters
  Score: Raw -789310.733489 + Penalty 2890.054040 = -786420.679449
  nChanged 389
		SP:Iteration 7F (37237.550000 sec): 3 clusters
  Score: Raw -789585.315033 + Penalty 2890.054040 = -786695.260993
  nChanged 379
		SP:Iteration 8F (37237.760000 sec): 3 clusters
  Score: Raw -789847.533571 + Penalty 2890.054040 = -786957.479532
  nChanged 323
		SP:Iteration 9Q (37237.960000 sec): 3 clusters
  Score: Raw -790052.719743 + Penalty 2890.054040 = -787162.665703
  nChanged 269
		SP:Iteration 10Q (37238.160000 sec): 3 clusters
  Score: Raw -790201.445872 + Penalty 2890.054040 = -787311.391832
  nChanged 219
		SP:Iteration 11Q (37238.370000 sec): 3 clusters
  Score: Raw -790331.336928 + Penalty 2890.054040 = -787441.282889
  nChanged 187
		SP:Iteration 12Q (37238.600000 sec): 3 clusters
  Score: Raw -790437.140500 + Penalty 2890.054040 = -787547.086461
  nChanged 150
		SP:Iteration 13Q (37238.810000 sec): 3 clusters
  Score: Raw -790513.090571 + Penalty 2890.054040 = -787623.036531
  nChanged 120
		SP:Iteration 14Q (37239.020000 sec): 3 clusters
  Score: Raw -790573.231601 + Penalty 2890.054040 = -787683.177561
  nChanged 90
		SP:Iteration 15Q (37239.260000 sec): 3 clusters
  Score: Raw -790627.612200 + Penalty 2890.054040 = -787737.558161
  nChanged 99
		SP:Iteration 16Q (37239.490000 sec): 3 clusters
  Score: Raw -790677.559818 + Penalty 2890.054040 = -787787.505778
  nChanged 91
		SP:Iteration 17Q (37239.690000 sec): 3 clusters
  Score: Raw -790719.140685 + Penalty 2890.054040 = -787829.086645
  nChanged 81
		SP:Iteration 18Q (37239.900000 sec): 3 clusters
  Score: Raw -790765.396212 + Penalty 2890.054040 = -787875.342172
  nChanged 64
		SP:Iteration 19Q (37240.090000 sec): 3 clusters
  Score: Raw -790800.702932 + Penalty 2890.054040 = -787910.648893
  nChanged 55
		SP:Iteration 20F (37240.350000 sec): 3 clusters
  Score: Raw -790826.773487 + Penalty 2890.054040 = -787936.719447
  nChanged 44
		SP:Iteration 21Q (37240.500000 sec): 3 clusters
  Score: Raw -790845.215604 + Penalty 2890.054040 = -787955.161565
  nChanged 34
		SP:Iteration 22Q (37240.690000 sec): 3 clusters
  Score: Raw -790860.236613 + Penalty 2890.054040 = -787970.182574
  nChanged 35
		SP:Iteration 23Q (37240.900000 sec): 3 clusters
  Score: Raw -790876.403098 + Penalty 2890.054040 = -787986.349058
  nChanged 32
		SP:Iteration 24Q (37241.100000 sec): 3 clusters
  Score: Raw -790895.335356 + Penalty 2890.054040 = -788005.281316
  nChanged 26
		SP:Iteration 25Q (37241.310000 sec): 3 clusters
  Score: Raw -790909.469836 + Penalty 2890.054040 = -788019.415796
  nChanged 34
		SP:Iteration 26Q (37241.570000 sec): 3 clusters
  Score: Raw -790926.501069 + Penalty 2890.054040 = -788036.447030
  nChanged 27
		SP:Iteration 27Q (37241.760000 sec): 3 clusters
  Score: Raw -790944.289268 + Penalty 2890.054040 = -788054.235229
  nChanged 38
		SP:Iteration 28Q (37241.930000 sec): 3 clusters
  Score: Raw -790961.625021 + Penalty 2890.054040 = -788071.570981
  nChanged 34
		SP:Iteration 29Q (37242.140000 sec): 3 clusters
  Score: Raw -790980.732007 + Penalty 2890.054040 = -788090.677967
  nChanged 22
		SP:Iteration 30Q (37242.330000 sec): 3 clusters
  Score: Raw -790992.447079 + Penalty 2890.054040 = -788102.393039
  nChanged 20
		SP:Iteration 31Q (37242.550000 sec): 3 clusters
  Score: Raw -791002.724495 + Penalty 2890.054040 = -788112.670456
  nChanged 18
		SP:Iteration 32Q (37242.750000 sec): 3 clusters
  Score: Raw -791012.765294 + Penalty 2890.054040 = -788122.711255
  nChanged 12
		SP:Iteration 33Q (37242.940000 sec): 3 clusters
  Score: Raw -791019.011538 + Penalty 2890.054040 = -788128.957499
  nChanged 17
		SP:Iteration 34Q (37243.150000 sec): 3 clusters
  Score: Raw -791028.838281 + Penalty 2890.054040 = -788138.784241
  nChanged 22
		SP:Iteration 35Q (37243.370000 sec): 3 clusters
  Score: Raw -791039.596899 + Penalty 2890.054040 = -788149.542859
  nChanged 19
		SP:Iteration 36Q (37243.550000 sec): 3 clusters
  Score: Raw -791050.503677 + Penalty 2890.054040 = -788160.449637
  nChanged 15
		SP:Iteration 37Q (37243.770000 sec): 3 clusters
  Score: Raw -791059.213841 + Penalty 2890.054040 = -788169.159802
  nChanged 12
		SP:Iteration 38Q (37243.950000 sec): 3 clusters
  Score: Raw -791066.395076 + Penalty 2890.054040 = -788176.341037
  nChanged 13
		SP:Iteration 39Q (37244.160000 sec): 3 clusters
  Score: Raw -791072.094821 + Penalty 2890.054040 = -788182.040782
  nChanged 7
		SP:Iteration 40F (37244.350000 sec): 3 clusters
  Score: Raw -791074.900394 + Penalty 2890.054040 = -788184.846355
  nChanged 6
		SP:Iteration 41Q (37244.570000 sec): 3 clusters
  Score: Raw -791076.959229 + Penalty 2890.054040 = -788186.905189
  nChanged 3
		SP:Iteration 42Q (37244.790000 sec): 3 clusters
  Score: Raw -791078.695230 + Penalty 2890.054040 = -788188.641191
  nChanged 4
		SP:Iteration 43Q (37245.000000 sec): 3 clusters
  Score: Raw -791080.157862 + Penalty 2890.054040 = -788190.103822
  nChanged 3
		SP:Iteration 44Q (37245.180000 sec): 3 clusters
  Score: Raw -791081.608855 + Penalty 2890.054040 = -788191.554816
  nChanged 1
		SP:Iteration 45Q (37245.390000 sec): 3 clusters
  Score: Raw -791081.814059 + Penalty 2890.054040 = -788191.760019
  nChanged 0
		SP:Iteration 46F (37245.590000 sec): 3 clusters
  Score: Raw -791081.814059 + Penalty 2890.054040 = -788191.760019
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37245.690000 sec): 2 clusters
  Score: Raw -11128.830052 + Penalty 783.295754 = -10345.534297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37245.870000 sec): 3 clusters
  Score: Raw -11597.071156 + Penalty 1566.591509 = -10030.479647
  nChanged 21
		SP:Iteration 1F (37246.060000 sec): 3 clusters
  Score: Raw -11721.972867 + Penalty 1566.591509 = -10155.381358
  nChanged 5
		SP:Iteration 2Q (37246.220000 sec): 3 clusters
  Score: Raw -11765.249629 + Penalty 1566.591509 = -10198.658120
  nChanged 3
		SP:Iteration 3Q (37246.400000 sec): 3 clusters
  Score: Raw -11796.266062 + Penalty 1566.591509 = -10229.674553
  nChanged 1
		SP:Iteration 4Q (37246.540000 sec): 3 clusters
  Score: Raw -11808.763051 + Penalty 1566.591509 = -10242.171542
  nChanged 0
		SP:Iteration 5F (37246.700000 sec): 3 clusters
  Score: Raw -11808.763051 + Penalty 1566.591509 = -10242.171542
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 10 (54838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37247.080000 sec): 2 clusters
  Score: Raw -5810824.802893 + Penalty 1773.222533 = -5809051.580361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37247.570000 sec): 3 clusters
  Score: Raw -5775807.398782 + Penalty 3546.445066 = -5772260.953717
  nChanged 25874
		SP:Iteration 1F (37248.030000 sec): 3 clusters
  Score: Raw -5790670.793648 + Penalty 3546.445066 = -5787124.348582
  nChanged 2529
		SP:Iteration 2Q (37248.530000 sec): 3 clusters
  Score: Raw -5791625.293064 + Penalty 3546.445066 = -5788078.847999
  nChanged 2785
		SP:Iteration 3F (37248.960000 sec): 3 clusters
  Score: Raw -5792881.313056 + Penalty 3546.445066 = -5789334.867990
  nChanged 3019
		SP:Iteration 4F (37249.360000 sec): 3 clusters
  Score: Raw -5794409.830638 + Penalty 3546.445066 = -5790863.385572
  nChanged 3163
		SP:Iteration 5F (37249.800000 sec): 3 clusters
  Score: Raw -5796115.583013 + Penalty 3546.445066 = -5792569.137947
  nChanged 3170
		SP:Iteration 6F (37250.220000 sec): 3 clusters
  Score: Raw -5797863.717206 + Penalty 3546.445066 = -5794317.272140
  nChanged 3085
		SP:Iteration 7F (37250.630000 sec): 3 clusters
  Score: Raw -5799677.183697 + Penalty 3546.445066 = -5796130.738631
  nChanged 2824
		SP:Iteration 8F (37251.060000 sec): 3 clusters
  Score: Raw -5801317.552222 + Penalty 3546.445066 = -5797771.107157
  nChanged 2500
		SP:Iteration 9Q (37251.500000 sec): 3 clusters
  Score: Raw -5802740.162652 + Penalty 3546.445066 = -5799193.717586
  nChanged 2081
		SP:Iteration 10Q (37251.960000 sec): 3 clusters
  Score: Raw -5803737.758140 + Penalty 3546.445066 = -5800191.313075
  nChanged 1621
		SP:Iteration 11Q (37252.500000 sec): 3 clusters
  Score: Raw -5804405.619959 + Penalty 3546.445066 = -5800859.174894
  nChanged 1257
		SP:Iteration 12Q (37253.020000 sec): 3 clusters
  Score: Raw -5804847.502287 + Penalty 3546.445066 = -5801301.057222
  nChanged 1004
		SP:Iteration 13Q (37253.560000 sec): 3 clusters
  Score: Raw -5805169.022216 + Penalty 3546.445066 = -5801622.577150
  nChanged 873
		SP:Iteration 14Q (37254.000000 sec): 3 clusters
  Score: Raw -5805436.410780 + Penalty 3546.445066 = -5801889.965714
  nChanged 844
		SP:Iteration 15Q (37254.470000 sec): 3 clusters
  Score: Raw -5805704.117219 + Penalty 3546.445066 = -5802157.672153
  nChanged 814
		SP:Iteration 16Q (37255.010000 sec): 3 clusters
  Score: Raw -5805937.036725 + Penalty 3546.445066 = -5802390.591660
  nChanged 742
		SP:Iteration 17Q (37255.420000 sec): 3 clusters
  Score: Raw -5806146.735246 + Penalty 3546.445066 = -5802600.290181
  nChanged 715
		SP:Iteration 18Q (37255.870000 sec): 3 clusters
  Score: Raw -5806338.888975 + Penalty 3546.445066 = -5802792.443910
  nChanged 738
		SP:Iteration 19Q (37256.320000 sec): 3 clusters
  Score: Raw -5806550.228397 + Penalty 3546.445066 = -5803003.783331
  nChanged 744
		SP:Iteration 20F (37256.810000 sec): 3 clusters
  Score: Raw -5806780.538345 + Penalty 3546.445066 = -5803234.093280
  nChanged 748
		SP:Iteration 21Q (37257.310000 sec): 3 clusters
  Score: Raw -5807015.888974 + Penalty 3546.445066 = -5803469.443909
  nChanged 736
		SP:Iteration 22Q (37257.730000 sec): 3 clusters
  Score: Raw -5807230.819869 + Penalty 3546.445066 = -5803684.374804
  nChanged 709
		SP:Iteration 23Q (37258.150000 sec): 3 clusters
  Score: Raw -5807434.291936 + Penalty 3546.445066 = -5803887.846870
  nChanged 684
		SP:Iteration 24Q (37258.550000 sec): 3 clusters
  Score: Raw -5807638.096795 + Penalty 3546.445066 = -5804091.651730
  nChanged 710
		SP:Iteration 25Q (37258.950000 sec): 3 clusters
  Score: Raw -5807871.248197 + Penalty 3546.445066 = -5804324.803132
  nChanged 730
		SP:Iteration 26Q (37259.400000 sec): 3 clusters
  Score: Raw -5808113.752953 + Penalty 3546.445066 = -5804567.307887
  nChanged 693
		SP:Iteration 27Q (37259.870000 sec): 3 clusters
  Score: Raw -5808345.745681 + Penalty 3546.445066 = -5804799.300616
  nChanged 664
		SP:Iteration 28Q (37260.370000 sec): 3 clusters
  Score: Raw -5808568.834428 + Penalty 3546.445066 = -5805022.389362
  nChanged 641
		SP:Iteration 29Q (37260.880000 sec): 3 clusters
  Score: Raw -5808775.099480 + Penalty 3546.445066 = -5805228.654414
  nChanged 593
		SP:Iteration 30Q (37261.380000 sec): 3 clusters
  Score: Raw -5808974.982957 + Penalty 3546.445066 = -5805428.537892
  nChanged 609
		SP:Iteration 31Q (37261.820000 sec): 3 clusters
  Score: Raw -5809186.624470 + Penalty 3546.445066 = -5805640.179405
  nChanged 544
		SP:Iteration 32Q (37262.250000 sec): 3 clusters
  Score: Raw -5809372.638916 + Penalty 3546.445066 = -5805826.193851
  nChanged 535
		SP:Iteration 33Q (37262.680000 sec): 3 clusters
  Score: Raw -5809558.136018 + Penalty 3546.445066 = -5806011.690953
  nChanged 500
		SP:Iteration 34Q (37263.160000 sec): 3 clusters
  Score: Raw -5809738.039393 + Penalty 3546.445066 = -5806191.594328
  nChanged 482
		SP:Iteration 35Q (37263.630000 sec): 3 clusters
  Score: Raw -5809916.588033 + Penalty 3546.445066 = -5806370.142967
  nChanged 450
		SP:Iteration 36Q (37264.040000 sec): 3 clusters
  Score: Raw -5810080.567391 + Penalty 3546.445066 = -5806534.122325
  nChanged 427
		SP:Iteration 37Q (37264.520000 sec): 3 clusters
  Score: Raw -5810246.516122 + Penalty 3546.445066 = -5806700.071057
  nChanged 389
		SP:Iteration 38Q (37264.940000 sec): 3 clusters
  Score: Raw -5810390.902274 + Penalty 3546.445066 = -5806844.457209
  nChanged 363
		SP:Iteration 39Q (37265.340000 sec): 3 clusters
  Score: Raw -5810532.783850 + Penalty 3546.445066 = -5806986.338784
  nChanged 312
		SP:Iteration 40F (37265.800000 sec): 3 clusters
  Score: Raw -5810657.810190 + Penalty 3546.445066 = -5807111.365125
  nChanged 270
		SP:Iteration 41Q (37266.280000 sec): 3 clusters
  Score: Raw -5810772.261184 + Penalty 3546.445066 = -5807225.816119
  nChanged 216
		SP:Iteration 42Q (37266.720000 sec): 3 clusters
  Score: Raw -5810851.983514 + Penalty 3546.445066 = -5807305.538448
  nChanged 159
		SP:Iteration 43Q (37267.160000 sec): 3 clusters
  Score: Raw -5810909.090460 + Penalty 3546.445066 = -5807362.645394
  nChanged 147
		SP:Iteration 44Q (37267.620000 sec): 3 clusters
  Score: Raw -5810960.882207 + Penalty 3546.445066 = -5807414.437142
  nChanged 129
		SP:Iteration 45Q (37268.070000 sec): 3 clusters
  Score: Raw -5811004.412243 + Penalty 3546.445066 = -5807457.967177
  nChanged 97
		SP:Iteration 46Q (37268.460000 sec): 3 clusters
  Score: Raw -5811036.178029 + Penalty 3546.445066 = -5807489.732963
  nChanged 86
		SP:Iteration 47Q (37268.860000 sec): 3 clusters
  Score: Raw -5811064.581089 + Penalty 3546.445066 = -5807518.136024
  nChanged 69
		SP:Iteration 48Q (37269.370000 sec): 3 clusters
  Score: Raw -5811087.145131 + Penalty 3546.445066 = -5807540.700066
  nChanged 71
		SP:Iteration 49Q (37269.830000 sec): 3 clusters
  Score: Raw -5811111.129304 + Penalty 3546.445066 = -5807564.684238
  nChanged 59
		SP:Iteration 50Q (37270.290000 sec): 3 clusters
  Score: Raw -5811131.044312 + Penalty 3546.445066 = -5807584.599247
  nChanged 55
		SP:Iteration 51Q (37270.720000 sec): 3 clusters
  Score: Raw -5811151.280158 + Penalty 3546.445066 = -5807604.835092
  nChanged 48
		SP:Iteration 52Q (37271.120000 sec): 3 clusters
  Score: Raw -5811165.325108 + Penalty 3546.445066 = -5807618.880042
  nChanged 39
		SP:Iteration 53Q (37271.620000 sec): 3 clusters
  Score: Raw -5811175.426704 + Penalty 3546.445066 = -5807628.981638
  nChanged 37
		SP:Iteration 54Q (37272.060000 sec): 3 clusters
  Score: Raw -5811186.400854 + Penalty 3546.445066 = -5807639.955788
  nChanged 34
		SP:Iteration 55Q (37272.480000 sec): 3 clusters
  Score: Raw -5811198.360013 + Penalty 3546.445066 = -5807651.914948
  nChanged 42
		SP:Iteration 56Q (37272.880000 sec): 3 clusters
  Score: Raw -5811214.151312 + Penalty 3546.445066 = -5807667.706246
  nChanged 34
		SP:Iteration 57Q (37273.270000 sec): 3 clusters
  Score: Raw -5811226.271707 + Penalty 3546.445066 = -5807679.826642
  nChanged 32
		SP:Iteration 58Q (37273.640000 sec): 3 clusters
  Score: Raw -5811239.604930 + Penalty 3546.445066 = -5807693.159864
  nChanged 32
		SP:Iteration 59Q (37273.990000 sec): 3 clusters
  Score: Raw -5811250.352967 + Penalty 3546.445066 = -5807703.907901
  nChanged 25
		SP:Iteration 60F (37274.400000 sec): 3 clusters
  Score: Raw -5811259.579492 + Penalty 3546.445066 = -5807713.134427
  nChanged 22
		SP:Iteration 61Q (37274.770000 sec): 3 clusters
  Score: Raw -5811267.287145 + Penalty 3546.445066 = -5807720.842080
  nChanged 17
		SP:Iteration 62Q (37275.220000 sec): 3 clusters
  Score: Raw -5811273.625054 + Penalty 3546.445066 = -5807727.179988
  nChanged 11
		SP:Iteration 63Q (37275.640000 sec): 3 clusters
  Score: Raw -5811276.645952 + Penalty 3546.445066 = -5807730.200886
  nChanged 8
		SP:Iteration 64Q (37276.060000 sec): 3 clusters
  Score: Raw -5811278.714962 + Penalty 3546.445066 = -5807732.269896
  nChanged 8
		SP:Iteration 65Q (37276.480000 sec): 3 clusters
  Score: Raw -5811281.462086 + Penalty 3546.445066 = -5807735.017020
  nChanged 11
		SP:Iteration 66Q (37276.880000 sec): 3 clusters
  Score: Raw -5811286.374533 + Penalty 3546.445066 = -5807739.929468
  nChanged 12
		SP:Iteration 67Q (37277.270000 sec): 3 clusters
  Score: Raw -5811290.640999 + Penalty 3546.445066 = -5807744.195933
  nChanged 5
		SP:Iteration 68Q (37277.740000 sec): 3 clusters
  Score: Raw -5811293.392656 + Penalty 3546.445066 = -5807746.947591
  nChanged 8
		SP:Iteration 69Q (37278.160000 sec): 3 clusters
  Score: Raw -5811295.737999 + Penalty 3546.445066 = -5807749.292934
  nChanged 4
		SP:Iteration 70Q (37278.600000 sec): 3 clusters
  Score: Raw -5811297.011969 + Penalty 3546.445066 = -5807750.566904
  nChanged 4
		SP:Iteration 71Q (37278.970000 sec): 3 clusters
  Score: Raw -5811297.960836 + Penalty 3546.445066 = -5807751.515770
  nChanged 5
		SP:Iteration 72Q (37279.370000 sec): 3 clusters
  Score: Raw -5811299.212035 + Penalty 3546.445066 = -5807752.766970
  nChanged 6
		SP:Iteration 73Q (37279.800000 sec): 3 clusters
  Score: Raw -5811300.823343 + Penalty 3546.445066 = -5807754.378278
  nChanged 4
		SP:Iteration 74Q (37280.230000 sec): 3 clusters
  Score: Raw -5811301.657395 + Penalty 3546.445066 = -5807755.212330
  nChanged 1
		SP:Iteration 75Q (37280.610000 sec): 3 clusters
  Score: Raw -5811301.771477 + Penalty 3546.445066 = -5807755.326412
  nChanged 0
		SP:Iteration 76F (37281.040000 sec): 3 clusters
  Score: Raw -5811301.771477 + Penalty 3546.445066 = -5807755.326412
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 11 (9493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37281.150000 sec): 2 clusters
  Score: Raw -1039443.691472 + Penalty 1488.225369 = -1037955.466103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37281.400000 sec): 3 clusters
  Score: Raw -1034105.122894 + Penalty 2976.450738 = -1031128.672156
  nChanged 4094
		SP:Iteration 1F (37281.620000 sec): 3 clusters
  Score: Raw -1036507.046652 + Penalty 2976.450738 = -1033530.595914
  nChanged 714
		SP:Iteration 2F (37281.800000 sec): 3 clusters
  Score: Raw -1036907.307781 + Penalty 2976.450738 = -1033930.857043
  nChanged 593
		SP:Iteration 3F (37282.040000 sec): 3 clusters
  Score: Raw -1037238.840049 + Penalty 2976.450738 = -1034262.389311
  nChanged 519
		SP:Iteration 4F (37282.250000 sec): 3 clusters
  Score: Raw -1037533.526159 + Penalty 2976.450738 = -1034557.075421
  nChanged 459
		SP:Iteration 5Q (37282.490000 sec): 3 clusters
  Score: Raw -1037776.871961 + Penalty 2976.450738 = -1034800.421223
  nChanged 377
		SP:Iteration 6Q (37282.680000 sec): 3 clusters
  Score: Raw -1037969.250012 + Penalty 2976.450738 = -1034992.799273
  nChanged 334
		SP:Iteration 7Q (37282.920000 sec): 3 clusters
  Score: Raw -1038174.016777 + Penalty 2976.450738 = -1035197.566039
  nChanged 351
		SP:Iteration 8Q (37283.140000 sec): 3 clusters
  Score: Raw -1038412.719870 + Penalty 2976.450738 = -1035436.269132
  nChanged 329
		SP:Iteration 9Q (37283.320000 sec): 3 clusters
  Score: Raw -1038641.694093 + Penalty 2976.450738 = -1035665.243355
  nChanged 311
		SP:Iteration 10Q (37283.560000 sec): 3 clusters
  Score: Raw -1038863.280594 + Penalty 2976.450738 = -1035886.829856
  nChanged 285
		SP:Iteration 11Q (37283.770000 sec): 3 clusters
  Score: Raw -1039072.487478 + Penalty 2976.450738 = -1036096.036739
  nChanged 253
		SP:Iteration 12Q (37284.010000 sec): 3 clusters
  Score: Raw -1039266.919538 + Penalty 2976.450738 = -1036290.468800
  nChanged 219
		SP:Iteration 13Q (37284.230000 sec): 3 clusters
  Score: Raw -1039411.247404 + Penalty 2976.450738 = -1036434.796665
  nChanged 185
		SP:Iteration 14Q (37284.430000 sec): 3 clusters
  Score: Raw -1039510.223683 + Penalty 2976.450738 = -1036533.772945
  nChanged 137
		SP:Iteration 15Q (37284.700000 sec): 3 clusters
  Score: Raw -1039574.571076 + Penalty 2976.450738 = -1036598.120338
  nChanged 117
		SP:Iteration 16Q (37284.950000 sec): 3 clusters
  Score: Raw -1039625.299020 + Penalty 2976.450738 = -1036648.848282
  nChanged 92
		SP:Iteration 17Q (37285.180000 sec): 3 clusters
  Score: Raw -1039660.079303 + Penalty 2976.450738 = -1036683.628565
  nChanged 70
		SP:Iteration 18Q (37285.440000 sec): 3 clusters
  Score: Raw -1039686.718865 + Penalty 2976.450738 = -1036710.268127
  nChanged 64
		SP:Iteration 19Q (37285.650000 sec): 3 clusters
  Score: Raw -1039709.174798 + Penalty 2976.450738 = -1036732.724059
  nChanged 53
		SP:Iteration 20F (37285.900000 sec): 3 clusters
  Score: Raw -1039725.191346 + Penalty 2976.450738 = -1036748.740608
  nChanged 52
		SP:Iteration 21Q (37286.160000 sec): 3 clusters
  Score: Raw -1039742.608312 + Penalty 2976.450738 = -1036766.157574
  nChanged 52
		SP:Iteration 22Q (37286.350000 sec): 3 clusters
  Score: Raw -1039760.742154 + Penalty 2976.450738 = -1036784.291416
  nChanged 44
		SP:Iteration 23Q (37286.610000 sec): 3 clusters
  Score: Raw -1039773.728082 + Penalty 2976.450738 = -1036797.277343
  nChanged 49
		SP:Iteration 24Q (37286.820000 sec): 3 clusters
  Score: Raw -1039790.399876 + Penalty 2976.450738 = -1036813.949138
  nChanged 43
		SP:Iteration 25Q (37287.040000 sec): 3 clusters
  Score: Raw -1039803.653649 + Penalty 2976.450738 = -1036827.202911
  nChanged 48
		SP:Iteration 26Q (37287.240000 sec): 3 clusters
  Score: Raw -1039817.320962 + Penalty 2976.450738 = -1036840.870223
  nChanged 35
		SP:Iteration 27Q (37287.460000 sec): 3 clusters
  Score: Raw -1039828.365246 + Penalty 2976.450738 = -1036851.914508
  nChanged 34
		SP:Iteration 28Q (37287.650000 sec): 3 clusters
  Score: Raw -1039837.877566 + Penalty 2976.450738 = -1036861.426828
  nChanged 40
		SP:Iteration 29Q (37287.860000 sec): 3 clusters
  Score: Raw -1039850.677962 + Penalty 2976.450738 = -1036874.227224
  nChanged 41
		SP:Iteration 30Q (37288.070000 sec): 3 clusters
  Score: Raw -1039863.427573 + Penalty 2976.450738 = -1036886.976835
  nChanged 34
		SP:Iteration 31Q (37288.310000 sec): 3 clusters
  Score: Raw -1039872.838413 + Penalty 2976.450738 = -1036896.387675
  nChanged 30
		SP:Iteration 32Q (37288.540000 sec): 3 clusters
  Score: Raw -1039879.671234 + Penalty 2976.450738 = -1036903.220496
  nChanged 23
		SP:Iteration 33Q (37288.740000 sec): 3 clusters
  Score: Raw -1039884.756623 + Penalty 2976.450738 = -1036908.305885
  nChanged 23
		SP:Iteration 34Q (37288.940000 sec): 3 clusters
  Score: Raw -1039889.914691 + Penalty 2976.450738 = -1036913.463953
  nChanged 16
		SP:Iteration 35Q (37289.170000 sec): 3 clusters
  Score: Raw -1039894.427776 + Penalty 2976.450738 = -1036917.977038
  nChanged 18
		SP:Iteration 36Q (37289.410000 sec): 3 clusters
  Score: Raw -1039899.703057 + Penalty 2976.450738 = -1036923.252319
  nChanged 17
		SP:Iteration 37Q (37289.620000 sec): 3 clusters
  Score: Raw -1039903.930327 + Penalty 2976.450738 = -1036927.479589
  nChanged 18
		SP:Iteration 38Q (37289.800000 sec): 3 clusters
  Score: Raw -1039908.821771 + Penalty 2976.450738 = -1036932.371032
  nChanged 16
		SP:Iteration 39Q (37290.020000 sec): 3 clusters
  Score: Raw -1039912.200945 + Penalty 2976.450738 = -1036935.750207
  nChanged 15
		SP:Iteration 40F (37290.250000 sec): 3 clusters
  Score: Raw -1039915.272468 + Penalty 2976.450738 = -1036938.821730
  nChanged 15
		SP:Iteration 41Q (37290.500000 sec): 3 clusters
  Score: Raw -1039919.160431 + Penalty 2976.450738 = -1036942.709693
  nChanged 15
		SP:Iteration 42Q (37290.700000 sec): 3 clusters
  Score: Raw -1039923.742161 + Penalty 2976.450738 = -1036947.291422
  nChanged 24
		SP:Iteration 43Q (37290.950000 sec): 3 clusters
  Score: Raw -1039931.022464 + Penalty 2976.450738 = -1036954.571726
  nChanged 23
		SP:Iteration 44Q (37291.130000 sec): 3 clusters
  Score: Raw -1039937.518109 + Penalty 2976.450738 = -1036961.067370
  nChanged 24
		SP:Iteration 45Q (37291.360000 sec): 3 clusters
  Score: Raw -1039943.741931 + Penalty 2976.450738 = -1036967.291192
  nChanged 19
		SP:Iteration 46Q (37291.540000 sec): 3 clusters
  Score: Raw -1039948.718927 + Penalty 2976.450738 = -1036972.268189
  nChanged 11
		SP:Iteration 47Q (37291.810000 sec): 3 clusters
  Score: Raw -1039951.341293 + Penalty 2976.450738 = -1036974.890554
  nChanged 11
		SP:Iteration 48Q (37292.010000 sec): 3 clusters
  Score: Raw -1039953.080898 + Penalty 2976.450738 = -1036976.630160
  nChanged 7
		SP:Iteration 49Q (37292.240000 sec): 3 clusters
  Score: Raw -1039954.256440 + Penalty 2976.450738 = -1036977.805702
  nChanged 6
		SP:Iteration 50Q (37292.450000 sec): 3 clusters
  Score: Raw -1039955.653495 + Penalty 2976.450738 = -1036979.202756
  nChanged 7
		SP:Iteration 51Q (37292.640000 sec): 3 clusters
  Score: Raw -1039957.605827 + Penalty 2976.450738 = -1036981.155089
  nChanged 8
		SP:Iteration 52Q (37292.890000 sec): 3 clusters
  Score: Raw -1039959.024965 + Penalty 2976.450738 = -1036982.574226
  nChanged 4
		SP:Iteration 53Q (37293.120000 sec): 3 clusters
  Score: Raw -1039959.461120 + Penalty 2976.450738 = -1036983.010382
  nChanged 4
		SP:Iteration 54Q (37293.320000 sec): 3 clusters
  Score: Raw -1039959.925972 + Penalty 2976.450738 = -1036983.475234
  nChanged 3
		SP:Iteration 55Q (37293.580000 sec): 3 clusters
  Score: Raw -1039960.659902 + Penalty 2976.450738 = -1036984.209164
  nChanged 5
		SP:Iteration 56Q (37293.760000 sec): 3 clusters
  Score: Raw -1039961.600893 + Penalty 2976.450738 = -1036985.150154
  nChanged 2
		SP:Iteration 57Q (37293.980000 sec): 3 clusters
  Score: Raw -1039962.008797 + Penalty 2976.450738 = -1036985.558059
  nChanged 3
		SP:Iteration 58Q (37294.200000 sec): 3 clusters
  Score: Raw -1039962.367326 + Penalty 2976.450738 = -1036985.916587
  nChanged 2
		SP:Iteration 59Q (37294.450000 sec): 3 clusters
  Score: Raw -1039962.661757 + Penalty 2976.450738 = -1036986.211019
  nChanged 0
		SP:Iteration 60F (37294.670000 sec): 3 clusters
  Score: Raw -1039962.661757 + Penalty 2976.450738 = -1036986.211019
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 12 (8182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37294.790000 sec): 2 clusters
  Score: Raw -947428.835992 + Penalty 1464.074934 = -945964.761058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37294.990000 sec): 3 clusters
  Score: Raw -942843.781750 + Penalty 2928.149867 = -939915.631883
  nChanged 3523
		SP:Iteration 1F (37295.240000 sec): 3 clusters
  Score: Raw -944759.097819 + Penalty 2928.149867 = -941830.947952
  nChanged 525
		SP:Iteration 2F (37295.480000 sec): 3 clusters
  Score: Raw -945097.460494 + Penalty 2928.149867 = -942169.310627
  nChanged 519
		SP:Iteration 3F (37295.710000 sec): 3 clusters
  Score: Raw -945466.823045 + Penalty 2928.149867 = -942538.673178
  nChanged 538
		SP:Iteration 4F (37295.920000 sec): 3 clusters
  Score: Raw -945849.432627 + Penalty 2928.149867 = -942921.282760
  nChanged 537
		SP:Iteration 5F (37296.150000 sec): 3 clusters
  Score: Raw -946209.347695 + Penalty 2928.149867 = -943281.197828
  nChanged 491
		SP:Iteration 6F (37296.360000 sec): 3 clusters
  Score: Raw -946523.567716 + Penalty 2928.149867 = -943595.417849
  nChanged 409
		SP:Iteration 7Q (37296.570000 sec): 3 clusters
  Score: Raw -946770.004840 + Penalty 2928.149867 = -943841.854973
  nChanged 327
		SP:Iteration 8Q (37296.830000 sec): 3 clusters
  Score: Raw -946958.204156 + Penalty 2928.149867 = -944030.054289
  nChanged 277
		SP:Iteration 9Q (37297.080000 sec): 3 clusters
  Score: Raw -947127.514327 + Penalty 2928.149867 = -944199.364460
  nChanged 239
		SP:Iteration 10Q (37297.340000 sec): 3 clusters
  Score: Raw -947263.841774 + Penalty 2928.149867 = -944335.691907
  nChanged 187
		SP:Iteration 11Q (37297.530000 sec): 3 clusters
  Score: Raw -947380.089281 + Penalty 2928.149867 = -944451.939414
  nChanged 160
		SP:Iteration 12Q (37297.750000 sec): 3 clusters
  Score: Raw -947480.966546 + Penalty 2928.149867 = -944552.816679
  nChanged 128
		SP:Iteration 13Q (37297.940000 sec): 3 clusters
  Score: Raw -947566.460815 + Penalty 2928.149867 = -944638.310948
  nChanged 115
		SP:Iteration 14Q (37298.170000 sec): 3 clusters
  Score: Raw -947639.636388 + Penalty 2928.149867 = -944711.486520
  nChanged 105
		SP:Iteration 15Q (37298.370000 sec): 3 clusters
  Score: Raw -947706.565323 + Penalty 2928.149867 = -944778.415456
  nChanged 98
		SP:Iteration 16Q (37298.570000 sec): 3 clusters
  Score: Raw -947753.530805 + Penalty 2928.149867 = -944825.380938
  nChanged 77
		SP:Iteration 17Q (37298.770000 sec): 3 clusters
  Score: Raw -947784.527215 + Penalty 2928.149867 = -944856.377348
  nChanged 65
		SP:Iteration 18Q (37299.010000 sec): 3 clusters
  Score: Raw -947809.836967 + Penalty 2928.149867 = -944881.687100
  nChanged 53
		SP:Iteration 19Q (37299.250000 sec): 3 clusters
  Score: Raw -947829.379743 + Penalty 2928.149867 = -944901.229876
  nChanged 49
		SP:Iteration 20F (37299.510000 sec): 3 clusters
  Score: Raw -947845.467635 + Penalty 2928.149867 = -944917.317768
  nChanged 58
		SP:Iteration 21Q (37299.740000 sec): 3 clusters
  Score: Raw -947865.851188 + Penalty 2928.149867 = -944937.701321
  nChanged 49
		SP:Iteration 22Q (37299.990000 sec): 3 clusters
  Score: Raw -947884.525784 + Penalty 2928.149867 = -944956.375917
  nChanged 51
		SP:Iteration 23Q (37300.170000 sec): 3 clusters
  Score: Raw -947903.930624 + Penalty 2928.149867 = -944975.780757
  nChanged 46
		SP:Iteration 24Q (37300.420000 sec): 3 clusters
  Score: Raw -947917.416817 + Penalty 2928.149867 = -944989.266950
  nChanged 33
		SP:Iteration 25Q (37300.670000 sec): 3 clusters
  Score: Raw -947927.941001 + Penalty 2928.149867 = -944999.791134
  nChanged 27
		SP:Iteration 26Q (37300.830000 sec): 3 clusters
  Score: Raw -947937.735405 + Penalty 2928.149867 = -945009.585538
  nChanged 28
		SP:Iteration 27Q (37301.080000 sec): 3 clusters
  Score: Raw -947947.065069 + Penalty 2928.149867 = -945018.915202
  nChanged 33
		SP:Iteration 28Q (37301.330000 sec): 3 clusters
  Score: Raw -947958.726418 + Penalty 2928.149867 = -945030.576551
  nChanged 33
		SP:Iteration 29Q (37301.550000 sec): 3 clusters
  Score: Raw -947970.688024 + Penalty 2928.149867 = -945042.538157
  nChanged 26
		SP:Iteration 30Q (37301.740000 sec): 3 clusters
  Score: Raw -947979.440458 + Penalty 2928.149867 = -945051.290591
  nChanged 16
		SP:Iteration 31Q (37301.930000 sec): 3 clusters
  Score: Raw -947984.209224 + Penalty 2928.149867 = -945056.059357
  nChanged 11
		SP:Iteration 32Q (37302.130000 sec): 3 clusters
  Score: Raw -947987.351523 + Penalty 2928.149867 = -945059.201656
  nChanged 5
		SP:Iteration 33Q (37302.320000 sec): 3 clusters
  Score: Raw -947988.630068 + Penalty 2928.149867 = -945060.480201
  nChanged 6
		SP:Iteration 34Q (37302.550000 sec): 3 clusters
  Score: Raw -947990.364697 + Penalty 2928.149867 = -945062.214830
  nChanged 5
		SP:Iteration 35Q (37302.730000 sec): 3 clusters
  Score: Raw -947991.709747 + Penalty 2928.149867 = -945063.559880
  nChanged 4
		SP:Iteration 36Q (37302.920000 sec): 3 clusters
  Score: Raw -947992.185122 + Penalty 2928.149867 = -945064.035255
  nChanged 2
		SP:Iteration 37Q (37303.110000 sec): 3 clusters
  Score: Raw -947992.449208 + Penalty 2928.149867 = -945064.299341
  nChanged 3
		SP:Iteration 38Q (37303.310000 sec): 3 clusters
  Score: Raw -947993.481052 + Penalty 2928.149867 = -945065.331185
  nChanged 5
		SP:Iteration 39Q (37303.530000 sec): 3 clusters
  Score: Raw -947995.446630 + Penalty 2928.149867 = -945067.296763
  nChanged 6
		SP:Iteration 40F (37303.720000 sec): 3 clusters
  Score: Raw -947996.530674 + Penalty 2928.149867 = -945068.380807
  nChanged 5
		SP:Iteration 41Q (37303.930000 sec): 3 clusters
  Score: Raw -947997.378900 + Penalty 2928.149867 = -945069.229033
  nChanged 5
		SP:Iteration 42Q (37304.130000 sec): 3 clusters
  Score: Raw -947998.966576 + Penalty 2928.149867 = -945070.816709
  nChanged 2
		SP:Iteration 43Q (37304.340000 sec): 3 clusters
  Score: Raw -947999.635086 + Penalty 2928.149867 = -945071.485219
  nChanged 1
		SP:Iteration 44Q (37304.580000 sec): 3 clusters
  Score: Raw -947999.907154 + Penalty 2928.149867 = -945071.757287
  nChanged 1
		SP:Iteration 45Q (37304.730000 sec): 3 clusters
  Score: Raw -948000.220652 + Penalty 2928.149867 = -945072.070785
  nChanged 3
		SP:Iteration 46Q (37304.930000 sec): 3 clusters
  Score: Raw -948001.366156 + Penalty 2928.149867 = -945073.216289
  nChanged 2
		SP:Iteration 47Q (37305.130000 sec): 3 clusters
  Score: Raw -948001.746157 + Penalty 2928.149867 = -945073.596290
  nChanged 1
		SP:Iteration 48Q (37305.350000 sec): 3 clusters
  Score: Raw -948001.866259 + Penalty 2928.149867 = -945073.716392
  nChanged 1
		SP:Iteration 49Q (37305.530000 sec): 3 clusters
  Score: Raw -948002.376932 + Penalty 2928.149867 = -945074.227065
  nChanged 5
		SP:Iteration 50Q (37305.710000 sec): 3 clusters
  Score: Raw -948004.664493 + Penalty 2928.149867 = -945076.514626
  nChanged 3
		SP:Iteration 51Q (37305.930000 sec): 3 clusters
  Score: Raw -948005.591547 + Penalty 2928.149867 = -945077.441680
  nChanged 3
		SP:Iteration 52Q (37306.170000 sec): 3 clusters
  Score: Raw -948006.239083 + Penalty 2928.149867 = -945078.089216
  nChanged 1
		SP:Iteration 53Q (37306.370000 sec): 3 clusters
  Score: Raw -948006.546163 + Penalty 2928.149867 = -945078.396296
  nChanged 2
		SP:Iteration 54Q (37306.570000 sec): 3 clusters
  Score: Raw -948006.876960 + Penalty 2928.149867 = -945078.727093
  nChanged 1
		SP:Iteration 55Q (37306.770000 sec): 3 clusters
  Score: Raw -948007.020087 + Penalty 2928.149867 = -945078.870220
  nChanged 1
		SP:Iteration 56Q (37306.970000 sec): 3 clusters
  Score: Raw -948007.375714 + Penalty 2928.149867 = -945079.225847
  nChanged 1
		SP:Iteration 57Q (37307.170000 sec): 3 clusters
  Score: Raw -948007.599466 + Penalty 2928.149867 = -945079.449599
  nChanged 0
		SP:Iteration 58F (37307.390000 sec): 3 clusters
  Score: Raw -948007.599466 + Penalty 2928.149867 = -945079.449599
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (41454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37307.640000 sec): 2 clusters
  Score: Raw -4901132.435087 + Penalty 1727.755194 = -4899404.679893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37308.050000 sec): 3 clusters
  Score: Raw -4875258.510446 + Penalty 3455.510389 = -4871803.000057
  nChanged 19295
		SP:Iteration 1F (37308.450000 sec): 3 clusters
  Score: Raw -4885957.424307 + Penalty 3455.510389 = -4882501.913919
  nChanged 1748
		SP:Iteration 2Q (37308.780000 sec): 3 clusters
  Score: Raw -4886582.990066 + Penalty 3455.510389 = -4883127.479677
  nChanged 1974
		SP:Iteration 3Q (37309.190000 sec): 3 clusters
  Score: Raw -4887480.826276 + Penalty 3455.510389 = -4884025.315887
  nChanged 2390
		SP:Iteration 4F (37309.570000 sec): 3 clusters
  Score: Raw -4888868.760030 + Penalty 3455.510389 = -4885413.249641
  nChanged 2985
		SP:Iteration 5F (37309.930000 sec): 3 clusters
  Score: Raw -4891052.371283 + Penalty 3455.510389 = -4887596.860894
  nChanged 3363
		SP:Iteration 6F (37310.270000 sec): 3 clusters
  Score: Raw -4893824.869710 + Penalty 3455.510389 = -4890369.359321
  nChanged 3066
		SP:Iteration 7F (37310.630000 sec): 3 clusters
  Score: Raw -4896643.182907 + Penalty 3455.510389 = -4893187.672518
  nChanged 2200
		SP:Iteration 8F (37310.990000 sec): 3 clusters
  Score: Raw -4898846.875439 + Penalty 3455.510389 = -4895391.365050
  nChanged 1343
		SP:Iteration 9Q (37311.370000 sec): 3 clusters
  Score: Raw -4900257.933940 + Penalty 3455.510389 = -4896802.423551
  nChanged 799
		SP:Iteration 10Q (37311.720000 sec): 3 clusters
  Score: Raw -4901051.512369 + Penalty 3455.510389 = -4897596.001980
  nChanged 488
		SP:Iteration 11Q (37312.060000 sec): 3 clusters
  Score: Raw -4901403.392180 + Penalty 3455.510389 = -4897947.881791
  nChanged 311
		SP:Iteration 12Q (37312.420000 sec): 3 clusters
  Score: Raw -4901565.448325 + Penalty 3455.510389 = -4898109.937936
  nChanged 187
		SP:Iteration 13Q (37312.780000 sec): 3 clusters
  Score: Raw -4901648.432164 + Penalty 3455.510389 = -4898192.921775
  nChanged 144
		SP:Iteration 14Q (37313.160000 sec): 3 clusters
  Score: Raw -4901698.984887 + Penalty 3455.510389 = -4898243.474498
  nChanged 116
		SP:Iteration 15Q (37313.500000 sec): 3 clusters
  Score: Raw -4901734.931378 + Penalty 3455.510389 = -4898279.420990
  nChanged 80
		SP:Iteration 16Q (37313.840000 sec): 3 clusters
  Score: Raw -4901756.266193 + Penalty 3455.510389 = -4898300.755804
  nChanged 67
		SP:Iteration 17Q (37314.190000 sec): 3 clusters
  Score: Raw -4901774.474225 + Penalty 3455.510389 = -4898318.963836
  nChanged 74
		SP:Iteration 18Q (37314.590000 sec): 3 clusters
  Score: Raw -4901794.222297 + Penalty 3455.510389 = -4898338.711908
  nChanged 61
		SP:Iteration 19Q (37314.920000 sec): 3 clusters
  Score: Raw -4901810.575163 + Penalty 3455.510389 = -4898355.064775
  nChanged 60
		SP:Iteration 20F (37315.310000 sec): 3 clusters
  Score: Raw -4901823.690423 + Penalty 3455.510389 = -4898368.180034
  nChanged 48
		SP:Iteration 21Q (37315.720000 sec): 3 clusters
  Score: Raw -4901835.639453 + Penalty 3455.510389 = -4898380.129064
  nChanged 31
		SP:Iteration 22Q (37316.110000 sec): 3 clusters
  Score: Raw -4901842.689351 + Penalty 3455.510389 = -4898387.178962
  nChanged 37
		SP:Iteration 23Q (37316.460000 sec): 3 clusters
  Score: Raw -4901849.049075 + Penalty 3455.510389 = -4898393.538687
  nChanged 31
		SP:Iteration 24Q (37316.850000 sec): 3 clusters
  Score: Raw -4901853.846175 + Penalty 3455.510389 = -4898398.335786
  nChanged 23
		SP:Iteration 25Q (37317.250000 sec): 3 clusters
  Score: Raw -4901856.979813 + Penalty 3455.510389 = -4898401.469424
  nChanged 16
		SP:Iteration 26Q (37317.640000 sec): 3 clusters
  Score: Raw -4901859.403051 + Penalty 3455.510389 = -4898403.892662
  nChanged 17
		SP:Iteration 27Q (37318.090000 sec): 3 clusters
  Score: Raw -4901861.785734 + Penalty 3455.510389 = -4898406.275345
  nChanged 13
		SP:Iteration 28Q (37318.460000 sec): 3 clusters
  Score: Raw -4901863.838072 + Penalty 3455.510389 = -4898408.327683
  nChanged 11
		SP:Iteration 29Q (37318.850000 sec): 3 clusters
  Score: Raw -4901864.978320 + Penalty 3455.510389 = -4898409.467931
  nChanged 8
		SP:Iteration 30Q (37319.210000 sec): 3 clusters
  Score: Raw -4901865.952612 + Penalty 3455.510389 = -4898410.442223
  nChanged 10
		SP:Iteration 31Q (37319.530000 sec): 3 clusters
  Score: Raw -4901867.579319 + Penalty 3455.510389 = -4898412.068930
  nChanged 14
		SP:Iteration 32Q (37319.870000 sec): 3 clusters
  Score: Raw -4901869.768510 + Penalty 3455.510389 = -4898414.258121
  nChanged 10
		SP:Iteration 33Q (37320.250000 sec): 3 clusters
  Score: Raw -4901871.063319 + Penalty 3455.510389 = -4898415.552930
  nChanged 12
		SP:Iteration 34Q (37320.590000 sec): 3 clusters
  Score: Raw -4901872.671826 + Penalty 3455.510389 = -4898417.161437
  nChanged 12
		SP:Iteration 35Q (37320.970000 sec): 3 clusters
  Score: Raw -4901874.424852 + Penalty 3455.510389 = -4898418.914463
  nChanged 6
		SP:Iteration 36Q (37321.310000 sec): 3 clusters
  Score: Raw -4901875.266778 + Penalty 3455.510389 = -4898419.756389
  nChanged 6
		SP:Iteration 37Q (37321.680000 sec): 3 clusters
  Score: Raw -4901876.205252 + Penalty 3455.510389 = -4898420.694863
  nChanged 8
		SP:Iteration 38Q (37322.080000 sec): 3 clusters
  Score: Raw -4901876.962445 + Penalty 3455.510389 = -4898421.452056
  nChanged 7
		SP:Iteration 39Q (37322.410000 sec): 3 clusters
  Score: Raw -4901878.040316 + Penalty 3455.510389 = -4898422.529927
  nChanged 6
		SP:Iteration 40F (37322.810000 sec): 3 clusters
  Score: Raw -4901879.080281 + Penalty 3455.510389 = -4898423.569893
  nChanged 5
		SP:Iteration 41Q (37323.150000 sec): 3 clusters
  Score: Raw -4901879.492091 + Penalty 3455.510389 = -4898423.981702
  nChanged 2
		SP:Iteration 42Q (37323.560000 sec): 3 clusters
  Score: Raw -4901879.862453 + Penalty 3455.510389 = -4898424.352064
  nChanged 3
		SP:Iteration 43Q (37323.870000 sec): 3 clusters
  Score: Raw -4901880.489188 + Penalty 3455.510389 = -4898424.978799
  nChanged 2
		SP:Iteration 44Q (37324.250000 sec): 3 clusters
  Score: Raw -4901880.735175 + Penalty 3455.510389 = -4898425.224786
  nChanged 2
		SP:Iteration 45Q (37324.680000 sec): 3 clusters
  Score: Raw -4901880.951749 + Penalty 3455.510389 = -4898425.441360
  nChanged 2
		SP:Iteration 46Q (37325.070000 sec): 3 clusters
  Score: Raw -4901881.156789 + Penalty 3455.510389 = -4898425.646400
  nChanged 0
		SP:Iteration 47F (37325.510000 sec): 3 clusters
  Score: Raw -4901881.156789 + Penalty 3455.510389 = -4898425.646400
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37325.620000 sec): 2 clusters
  Score: Raw -67052.568489 + Penalty 1028.289727 = -66024.278762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37325.870000 sec): 3 clusters
  Score: Raw -66962.929566 + Penalty 2056.579455 = -64906.350111
  nChanged 133
		SP:Iteration 1F (37326.020000 sec): 3 clusters
  Score: Raw -67109.827520 + Penalty 2056.579455 = -65053.248065
  nChanged 34
		SP:Iteration 2F (37326.220000 sec): 3 clusters
  Score: Raw -67162.391024 + Penalty 2056.579455 = -65105.811570
  nChanged 13
		SP:Iteration 3Q (37326.370000 sec): 3 clusters
  Score: Raw -67180.683190 + Penalty 2056.579455 = -65124.103735
  nChanged 10
		SP:Iteration 4Q (37326.520000 sec): 3 clusters
  Score: Raw -67198.275639 + Penalty 2056.579455 = -65141.696184
  nChanged 13
		SP:Iteration 5Q (37326.710000 sec): 3 clusters
  Score: Raw -67226.209917 + Penalty 2056.579455 = -65169.630462
  nChanged 9
		SP:Iteration 6Q (37326.850000 sec): 3 clusters
  Score: Raw -67241.802124 + Penalty 2056.579455 = -65185.222670
  nChanged 9
		SP:Iteration 7Q (37327.010000 sec): 3 clusters
  Score: Raw -67254.153249 + Penalty 2056.579455 = -65197.573795
  nChanged 5
		SP:Iteration 8Q (37327.190000 sec): 3 clusters
  Score: Raw -67266.042307 + Penalty 2056.579455 = -65209.462852
  nChanged 5
		SP:Iteration 9Q (37327.430000 sec): 3 clusters
  Score: Raw -67270.973721 + Penalty 2056.579455 = -65214.394266
  nChanged 4
		SP:Iteration 10Q (37327.600000 sec): 3 clusters
  Score: Raw -67275.276342 + Penalty 2056.579455 = -65218.696888
  nChanged 5
		SP:Iteration 11Q (37327.740000 sec): 3 clusters
  Score: Raw -67280.263663 + Penalty 2056.579455 = -65223.684208
  nChanged 1
		SP:Iteration 12Q (37327.970000 sec): 3 clusters
  Score: Raw -67280.583844 + Penalty 2056.579455 = -65224.004390
  nChanged 0
		SP:Iteration 13F (37328.100000 sec): 3 clusters
  Score: Raw -67280.583844 + Penalty 2056.579455 = -65224.004390
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (12551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37328.320000 sec): 2 clusters
  Score: Raw -1440682.925219 + Penalty 1533.602789 = -1439149.322430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37328.590000 sec): 3 clusters
  Score: Raw -1433453.833068 + Penalty 3067.205577 = -1430386.627490
  nChanged 5485
		SP:Iteration 1F (37328.840000 sec): 3 clusters
  Score: Raw -1436595.470236 + Penalty 3067.205577 = -1433528.264659
  nChanged 763
		SP:Iteration 2F (37329.060000 sec): 3 clusters
  Score: Raw -1436967.427158 + Penalty 3067.205577 = -1433900.221581
  nChanged 695
		SP:Iteration 3F (37329.350000 sec): 3 clusters
  Score: Raw -1437301.509450 + Penalty 3067.205577 = -1434234.303872
  nChanged 604
		SP:Iteration 4Q (37329.560000 sec): 3 clusters
  Score: Raw -1437608.155361 + Penalty 3067.205577 = -1434540.949784
  nChanged 599
		SP:Iteration 5Q (37329.810000 sec): 3 clusters
  Score: Raw -1437922.373681 + Penalty 3067.205577 = -1434855.168103
  nChanged 564
		SP:Iteration 6Q (37330.090000 sec): 3 clusters
  Score: Raw -1438255.881916 + Penalty 3067.205577 = -1435188.676338
  nChanged 565
		SP:Iteration 7Q (37330.300000 sec): 3 clusters
  Score: Raw -1438585.008984 + Penalty 3067.205577 = -1435517.803407
  nChanged 514
		SP:Iteration 8Q (37330.580000 sec): 3 clusters
  Score: Raw -1438847.042728 + Penalty 3067.205577 = -1435779.837151
  nChanged 408
		SP:Iteration 9Q (37330.910000 sec): 3 clusters
  Score: Raw -1439045.731835 + Penalty 3067.205577 = -1435978.526258
  nChanged 363
		SP:Iteration 10Q (37331.150000 sec): 3 clusters
  Score: Raw -1439200.535127 + Penalty 3067.205577 = -1436133.329549
  nChanged 294
		SP:Iteration 11Q (37331.440000 sec): 3 clusters
  Score: Raw -1439324.473055 + Penalty 3067.205577 = -1436257.267478
  nChanged 250
		SP:Iteration 12Q (37331.680000 sec): 3 clusters
  Score: Raw -1439408.090036 + Penalty 3067.205577 = -1436340.884458
  nChanged 195
		SP:Iteration 13Q (37332.000000 sec): 3 clusters
  Score: Raw -1439467.126917 + Penalty 3067.205577 = -1436399.921339
  nChanged 169
		SP:Iteration 14Q (37332.210000 sec): 3 clusters
  Score: Raw -1439515.391604 + Penalty 3067.205577 = -1436448.186026
  nChanged 152
		SP:Iteration 15Q (37332.480000 sec): 3 clusters
  Score: Raw -1439556.550571 + Penalty 3067.205577 = -1436489.344994
  nChanged 144
		SP:Iteration 16Q (37332.810000 sec): 3 clusters
  Score: Raw -1439594.764302 + Penalty 3067.205577 = -1436527.558725
  nChanged 123
		SP:Iteration 17Q (37333.060000 sec): 3 clusters
  Score: Raw -1439624.942514 + Penalty 3067.205577 = -1436557.736937
  nChanged 99
		SP:Iteration 18Q (37333.370000 sec): 3 clusters
  Score: Raw -1439647.470547 + Penalty 3067.205577 = -1436580.264970
  nChanged 95
		SP:Iteration 19Q (37333.590000 sec): 3 clusters
  Score: Raw -1439670.479026 + Penalty 3067.205577 = -1436603.273449
  nChanged 82
		SP:Iteration 20F (37333.860000 sec): 3 clusters
  Score: Raw -1439691.187283 + Penalty 3067.205577 = -1436623.981706
  nChanged 91
		SP:Iteration 21Q (37334.100000 sec): 3 clusters
  Score: Raw -1439715.688370 + Penalty 3067.205577 = -1436648.482793
  nChanged 105
		SP:Iteration 22Q (37334.360000 sec): 3 clusters
  Score: Raw -1439745.434462 + Penalty 3067.205577 = -1436678.228885
  nChanged 110
		SP:Iteration 23Q (37334.610000 sec): 3 clusters
  Score: Raw -1439776.728073 + Penalty 3067.205577 = -1436709.522495
  nChanged 106
		SP:Iteration 24Q (37334.840000 sec): 3 clusters
  Score: Raw -1439810.457323 + Penalty 3067.205577 = -1436743.251746
  nChanged 108
		SP:Iteration 25Q (37335.120000 sec): 3 clusters
  Score: Raw -1439844.404108 + Penalty 3067.205577 = -1436777.198531
  nChanged 117
		SP:Iteration 26Q (37335.350000 sec): 3 clusters
  Score: Raw -1439881.671006 + Penalty 3067.205577 = -1436814.465428
  nChanged 127
		SP:Iteration 27Q (37335.610000 sec): 3 clusters
  Score: Raw -1439922.077167 + Penalty 3067.205577 = -1436854.871589
  nChanged 128
		SP:Iteration 28Q (37335.860000 sec): 3 clusters
  Score: Raw -1439962.049270 + Penalty 3067.205577 = -1436894.843693
  nChanged 129
		SP:Iteration 29Q (37336.170000 sec): 3 clusters
  Score: Raw -1440003.478129 + Penalty 3067.205577 = -1436936.272551
  nChanged 120
		SP:Iteration 30Q (37336.440000 sec): 3 clusters
  Score: Raw -1440046.408532 + Penalty 3067.205577 = -1436979.202954
  nChanged 120
		SP:Iteration 31Q (37336.660000 sec): 3 clusters
  Score: Raw -1440094.880068 + Penalty 3067.205577 = -1437027.674490
  nChanged 124
		SP:Iteration 32Q (37336.900000 sec): 3 clusters
  Score: Raw -1440141.330310 + Penalty 3067.205577 = -1437074.124733
  nChanged 120
		SP:Iteration 33Q (37337.130000 sec): 3 clusters
  Score: Raw -1440190.885218 + Penalty 3067.205577 = -1437123.679641
  nChanged 131
		SP:Iteration 34Q (37337.430000 sec): 3 clusters
  Score: Raw -1440248.478758 + Penalty 3067.205577 = -1437181.273181
  nChanged 125
		SP:Iteration 35Q (37337.670000 sec): 3 clusters
  Score: Raw -1440304.202253 + Penalty 3067.205577 = -1437236.996676
  nChanged 113
		SP:Iteration 36Q (37337.880000 sec): 3 clusters
  Score: Raw -1440360.168213 + Penalty 3067.205577 = -1437292.962635
  nChanged 107
		SP:Iteration 37Q (37338.140000 sec): 3 clusters
  Score: Raw -1440408.513856 + Penalty 3067.205577 = -1437341.308279
  nChanged 95
		SP:Iteration 38Q (37338.390000 sec): 3 clusters
  Score: Raw -1440447.986430 + Penalty 3067.205577 = -1437380.780853
  nChanged 86
		SP:Iteration 39Q (37338.590000 sec): 3 clusters
  Score: Raw -1440483.673771 + Penalty 3067.205577 = -1437416.468194
  nChanged 75
		SP:Iteration 40F (37338.860000 sec): 3 clusters
  Score: Raw -1440513.930323 + Penalty 3067.205577 = -1437446.724746
  nChanged 66
		SP:Iteration 41Q (37339.100000 sec): 3 clusters
  Score: Raw -1440545.325058 + Penalty 3067.205577 = -1437478.119481
  nChanged 64
		SP:Iteration 42Q (37339.280000 sec): 3 clusters
  Score: Raw -1440575.194403 + Penalty 3067.205577 = -1437507.988826
  nChanged 53
		SP:Iteration 43Q (37339.520000 sec): 3 clusters
  Score: Raw -1440598.537647 + Penalty 3067.205577 = -1437531.332070
  nChanged 46
		SP:Iteration 44Q (37339.710000 sec): 3 clusters
  Score: Raw -1440615.617501 + Penalty 3067.205577 = -1437548.411924
  nChanged 44
		SP:Iteration 45Q (37339.920000 sec): 3 clusters
  Score: Raw -1440634.637408 + Penalty 3067.205577 = -1437567.431831
  nChanged 45
		SP:Iteration 46Q (37340.170000 sec): 3 clusters
  Score: Raw -1440654.530795 + Penalty 3067.205577 = -1437587.325218
  nChanged 46
		SP:Iteration 47Q (37340.430000 sec): 3 clusters
  Score: Raw -1440674.074096 + Penalty 3067.205577 = -1437606.868518
  nChanged 37
		SP:Iteration 48Q (37340.640000 sec): 3 clusters
  Score: Raw -1440688.857155 + Penalty 3067.205577 = -1437621.651578
  nChanged 30
		SP:Iteration 49Q (37340.900000 sec): 3 clusters
  Score: Raw -1440704.032469 + Penalty 3067.205577 = -1437636.826892
  nChanged 28
		SP:Iteration 50Q (37341.140000 sec): 3 clusters
  Score: Raw -1440718.297789 + Penalty 3067.205577 = -1437651.092212
  nChanged 36
		SP:Iteration 51Q (37341.350000 sec): 3 clusters
  Score: Raw -1440732.339563 + Penalty 3067.205577 = -1437665.133986
  nChanged 26
		SP:Iteration 52Q (37341.530000 sec): 3 clusters
  Score: Raw -1440741.964783 + Penalty 3067.205577 = -1437674.759205
  nChanged 19
		SP:Iteration 53Q (37341.760000 sec): 3 clusters
  Score: Raw -1440749.339218 + Penalty 3067.205577 = -1437682.133640
  nChanged 19
		SP:Iteration 54Q (37341.990000 sec): 3 clusters
  Score: Raw -1440758.174873 + Penalty 3067.205577 = -1437690.969295
  nChanged 20
		SP:Iteration 55Q (37342.180000 sec): 3 clusters
  Score: Raw -1440767.274897 + Penalty 3067.205577 = -1437700.069320
  nChanged 22
		SP:Iteration 56Q (37342.400000 sec): 3 clusters
  Score: Raw -1440776.253739 + Penalty 3067.205577 = -1437709.048161
  nChanged 14
		SP:Iteration 57Q (37342.590000 sec): 3 clusters
  Score: Raw -1440782.154657 + Penalty 3067.205577 = -1437714.949079
  nChanged 18
		SP:Iteration 58Q (37342.770000 sec): 3 clusters
  Score: Raw -1440790.856890 + Penalty 3067.205577 = -1437723.651312
  nChanged 25
		SP:Iteration 59Q (37342.970000 sec): 3 clusters
  Score: Raw -1440803.334364 + Penalty 3067.205577 = -1437736.128786
  nChanged 20
		SP:Iteration 60F (37343.200000 sec): 3 clusters
  Score: Raw -1440814.112551 + Penalty 3067.205577 = -1437746.906973
  nChanged 15
		SP:Iteration 61Q (37343.450000 sec): 3 clusters
  Score: Raw -1440823.139040 + Penalty 3067.205577 = -1437755.933463
  nChanged 13
		SP:Iteration 62Q (37343.690000 sec): 3 clusters
  Score: Raw -1440829.791999 + Penalty 3067.205577 = -1437762.586421
  nChanged 13
		SP:Iteration 63Q (37343.910000 sec): 3 clusters
  Score: Raw -1440836.003284 + Penalty 3067.205577 = -1437768.797706
  nChanged 15
		SP:Iteration 64Q (37344.140000 sec): 3 clusters
  Score: Raw -1440843.261904 + Penalty 3067.205577 = -1437776.056326
  nChanged 7
		SP:Iteration 65Q (37344.380000 sec): 3 clusters
  Score: Raw -1440847.495669 + Penalty 3067.205577 = -1437780.290092
  nChanged 11
		SP:Iteration 66Q (37344.620000 sec): 3 clusters
  Score: Raw -1440856.351545 + Penalty 3067.205577 = -1437789.145968
  nChanged 12
		SP:Iteration 67Q (37344.860000 sec): 3 clusters
  Score: Raw -1440863.231726 + Penalty 3067.205577 = -1437796.026148
  nChanged 11
		SP:Iteration 68Q (37345.120000 sec): 3 clusters
  Score: Raw -1440867.281844 + Penalty 3067.205577 = -1437800.076267
  nChanged 8
		SP:Iteration 69Q (37345.380000 sec): 3 clusters
  Score: Raw -1440871.457752 + Penalty 3067.205577 = -1437804.252175
  nChanged 11
		SP:Iteration 70Q (37345.630000 sec): 3 clusters
  Score: Raw -1440877.535564 + Penalty 3067.205577 = -1437810.329987
  nChanged 12
		SP:Iteration 71Q (37345.840000 sec): 3 clusters
  Score: Raw -1440886.052089 + Penalty 3067.205577 = -1437818.846511
  nChanged 17
		SP:Iteration 72Q (37346.110000 sec): 3 clusters
  Score: Raw -1440894.211095 + Penalty 3067.205577 = -1437827.005517
  nChanged 11
		SP:Iteration 73Q (37346.420000 sec): 3 clusters
  Score: Raw -1440898.150175 + Penalty 3067.205577 = -1437830.944598
  nChanged 5
		SP:Iteration 74Q (37346.660000 sec): 3 clusters
  Score: Raw -1440900.008968 + Penalty 3067.205577 = -1437832.803391
  nChanged 6
		SP:Iteration 75Q (37346.850000 sec): 3 clusters
  Score: Raw -1440903.233324 + Penalty 3067.205577 = -1437836.027747
  nChanged 6
		SP:Iteration 76Q (37347.080000 sec): 3 clusters
  Score: Raw -1440905.675885 + Penalty 3067.205577 = -1437838.470307
  nChanged 2
		SP:Iteration 77Q (37347.350000 sec): 3 clusters
  Score: Raw -1440907.113819 + Penalty 3067.205577 = -1437839.908242
  nChanged 6
		SP:Iteration 78Q (37347.590000 sec): 3 clusters
  Score: Raw -1440909.607880 + Penalty 3067.205577 = -1437842.402303
  nChanged 8
		SP:Iteration 79Q (37347.800000 sec): 3 clusters
  Score: Raw -1440914.342432 + Penalty 3067.205577 = -1437847.136854
  nChanged 5
		SP:Iteration 80F (37348.050000 sec): 3 clusters
  Score: Raw -1440916.050363 + Penalty 3067.205577 = -1437848.844786
  nChanged 2
		SP:Iteration 81Q (37348.240000 sec): 3 clusters
  Score: Raw -1440916.810231 + Penalty 3067.205577 = -1437849.604654
  nChanged 2
		SP:Iteration 82Q (37348.470000 sec): 3 clusters
  Score: Raw -1440917.544534 + Penalty 3067.205577 = -1437850.338957
  nChanged 1
		SP:Iteration 83Q (37348.720000 sec): 3 clusters
  Score: Raw -1440917.844524 + Penalty 3067.205577 = -1437850.638946
  nChanged 1
		SP:Iteration 84Q (37348.990000 sec): 3 clusters
  Score: Raw -1440918.158729 + Penalty 3067.205577 = -1437850.953151
  nChanged 0
		SP:Iteration 85F (37349.210000 sec): 3 clusters
  Score: Raw -1440918.158729 + Penalty 3067.205577 = -1437850.953151
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (16407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37349.380000 sec): 2 clusters
  Score: Raw -1804271.106160 + Penalty 1577.137795 = -1802693.968365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37349.660000 sec): 3 clusters
  Score: Raw -1794640.729880 + Penalty 3154.275589 = -1791486.454291
  nChanged 7333
		SP:Iteration 1F (37349.980000 sec): 3 clusters
  Score: Raw -1798713.113958 + Penalty 3154.275589 = -1795558.838369
  nChanged 1004
		SP:Iteration 2F (37350.210000 sec): 3 clusters
  Score: Raw -1799205.022442 + Penalty 3154.275589 = -1796050.746852
  nChanged 959
		SP:Iteration 3F (37350.530000 sec): 3 clusters
  Score: Raw -1799722.497049 + Penalty 3154.275589 = -1796568.221460
  nChanged 935
		SP:Iteration 4F (37350.820000 sec): 3 clusters
  Score: Raw -1800236.072153 + Penalty 3154.275589 = -1797081.796563
  nChanged 895
		SP:Iteration 5F (37351.060000 sec): 3 clusters
  Score: Raw -1800775.499645 + Penalty 3154.275589 = -1797621.224055
  nChanged 909
		SP:Iteration 6F (37351.320000 sec): 3 clusters
  Score: Raw -1801338.085099 + Penalty 3154.275589 = -1798183.809509
  nChanged 866
		SP:Iteration 7F (37351.610000 sec): 3 clusters
  Score: Raw -1801921.359770 + Penalty 3154.275589 = -1798767.084180
  nChanged 758
		SP:Iteration 8Q (37351.860000 sec): 3 clusters
  Score: Raw -1802421.839003 + Penalty 3154.275589 = -1799267.563413
  nChanged 644
		SP:Iteration 9Q (37352.140000 sec): 3 clusters
  Score: Raw -1802787.007497 + Penalty 3154.275589 = -1799632.731908
  nChanged 507
		SP:Iteration 10Q (37352.410000 sec): 3 clusters
  Score: Raw -1803069.050660 + Penalty 3154.275589 = -1799914.775070
  nChanged 388
		SP:Iteration 11Q (37352.670000 sec): 3 clusters
  Score: Raw -1803260.624870 + Penalty 3154.275589 = -1800106.349281
  nChanged 340
		SP:Iteration 12Q (37352.900000 sec): 3 clusters
  Score: Raw -1803417.665228 + Penalty 3154.275589 = -1800263.389638
  nChanged 282
		SP:Iteration 13Q (37353.220000 sec): 3 clusters
  Score: Raw -1803529.917235 + Penalty 3154.275589 = -1800375.641646
  nChanged 215
		SP:Iteration 14Q (37353.480000 sec): 3 clusters
  Score: Raw -1803590.433417 + Penalty 3154.275589 = -1800436.157828
  nChanged 182
		SP:Iteration 15Q (37353.760000 sec): 3 clusters
  Score: Raw -1803647.354011 + Penalty 3154.275589 = -1800493.078422
  nChanged 164
		SP:Iteration 16Q (37354.000000 sec): 3 clusters
  Score: Raw -1803702.339648 + Penalty 3154.275589 = -1800548.064059
  nChanged 165
		SP:Iteration 17Q (37354.290000 sec): 3 clusters
  Score: Raw -1803755.799669 + Penalty 3154.275589 = -1800601.524080
  nChanged 168
		SP:Iteration 18Q (37354.530000 sec): 3 clusters
  Score: Raw -1803809.227645 + Penalty 3154.275589 = -1800654.952055
  nChanged 143
		SP:Iteration 19Q (37354.800000 sec): 3 clusters
  Score: Raw -1803848.541866 + Penalty 3154.275589 = -1800694.266276
  nChanged 124
		SP:Iteration 20F (37355.090000 sec): 3 clusters
  Score: Raw -1803884.844457 + Penalty 3154.275589 = -1800730.568868
  nChanged 135
		SP:Iteration 21Q (37355.410000 sec): 3 clusters
  Score: Raw -1803924.216921 + Penalty 3154.275589 = -1800769.941331
  nChanged 127
		SP:Iteration 22Q (37355.640000 sec): 3 clusters
  Score: Raw -1803956.188318 + Penalty 3154.275589 = -1800801.912728
  nChanged 99
		SP:Iteration 23Q (37355.910000 sec): 3 clusters
  Score: Raw -1803975.971773 + Penalty 3154.275589 = -1800821.696184
  nChanged 75
		SP:Iteration 24Q (37356.160000 sec): 3 clusters
  Score: Raw -1803989.881517 + Penalty 3154.275589 = -1800835.605927
  nChanged 70
		SP:Iteration 25Q (37356.410000 sec): 3 clusters
  Score: Raw -1804002.018075 + Penalty 3154.275589 = -1800847.742486
  nChanged 75
		SP:Iteration 26Q (37356.640000 sec): 3 clusters
  Score: Raw -1804015.052277 + Penalty 3154.275589 = -1800860.776688
  nChanged 72
		SP:Iteration 27Q (37356.880000 sec): 3 clusters
  Score: Raw -1804026.910020 + Penalty 3154.275589 = -1800872.634430
  nChanged 55
		SP:Iteration 28Q (37357.200000 sec): 3 clusters
  Score: Raw -1804035.107965 + Penalty 3154.275589 = -1800880.832375
  nChanged 40
		SP:Iteration 29Q (37357.490000 sec): 3 clusters
  Score: Raw -1804039.586790 + Penalty 3154.275589 = -1800885.311201
  nChanged 29
		SP:Iteration 30Q (37357.720000 sec): 3 clusters
  Score: Raw -1804043.082789 + Penalty 3154.275589 = -1800888.807199
  nChanged 25
		SP:Iteration 31Q (37357.990000 sec): 3 clusters
  Score: Raw -1804045.760787 + Penalty 3154.275589 = -1800891.485198
  nChanged 25
		SP:Iteration 32Q (37358.270000 sec): 3 clusters
  Score: Raw -1804048.171317 + Penalty 3154.275589 = -1800893.895728
  nChanged 24
		SP:Iteration 33Q (37358.610000 sec): 3 clusters
  Score: Raw -1804050.701995 + Penalty 3154.275589 = -1800896.426406
  nChanged 32
		SP:Iteration 34Q (37358.890000 sec): 3 clusters
  Score: Raw -1804054.164507 + Penalty 3154.275589 = -1800899.888918
  nChanged 20
		SP:Iteration 35Q (37359.150000 sec): 3 clusters
  Score: Raw -1804055.950565 + Penalty 3154.275589 = -1800901.674975
  nChanged 15
		SP:Iteration 36Q (37359.430000 sec): 3 clusters
  Score: Raw -1804057.635368 + Penalty 3154.275589 = -1800903.359779
  nChanged 15
		SP:Iteration 37Q (37359.710000 sec): 3 clusters
  Score: Raw -1804059.020272 + Penalty 3154.275589 = -1800904.744683
  nChanged 13
		SP:Iteration 38Q (37359.930000 sec): 3 clusters
  Score: Raw -1804060.347777 + Penalty 3154.275589 = -1800906.072187
  nChanged 17
		SP:Iteration 39Q (37360.260000 sec): 3 clusters
  Score: Raw -1804062.160000 + Penalty 3154.275589 = -1800907.884411
  nChanged 16
		SP:Iteration 40F (37360.520000 sec): 3 clusters
  Score: Raw -1804064.104420 + Penalty 3154.275589 = -1800909.828831
  nChanged 17
		SP:Iteration 41Q (37360.810000 sec): 3 clusters
  Score: Raw -1804065.712476 + Penalty 3154.275589 = -1800911.436887
  nChanged 16
		SP:Iteration 42Q (37361.160000 sec): 3 clusters
  Score: Raw -1804066.897526 + Penalty 3154.275589 = -1800912.621937
  nChanged 10
		SP:Iteration 43Q (37361.470000 sec): 3 clusters
  Score: Raw -1804067.602369 + Penalty 3154.275589 = -1800913.326779
  nChanged 7
		SP:Iteration 44Q (37361.680000 sec): 3 clusters
  Score: Raw -1804068.103069 + Penalty 3154.275589 = -1800913.827479
  nChanged 6
		SP:Iteration 45Q (37361.960000 sec): 3 clusters
  Score: Raw -1804068.627812 + Penalty 3154.275589 = -1800914.352222
  nChanged 10
		SP:Iteration 46Q (37362.230000 sec): 3 clusters
  Score: Raw -1804069.273001 + Penalty 3154.275589 = -1800914.997412
  nChanged 5
		SP:Iteration 47Q (37362.540000 sec): 3 clusters
  Score: Raw -1804069.758639 + Penalty 3154.275589 = -1800915.483050
  nChanged 11
		SP:Iteration 48Q (37362.780000 sec): 3 clusters
  Score: Raw -1804070.845057 + Penalty 3154.275589 = -1800916.569467
  nChanged 11
		SP:Iteration 49Q (37363.070000 sec): 3 clusters
  Score: Raw -1804072.226923 + Penalty 3154.275589 = -1800917.951333
  nChanged 10
		SP:Iteration 50Q (37363.390000 sec): 3 clusters
  Score: Raw -1804073.220655 + Penalty 3154.275589 = -1800918.945066
  nChanged 9
		SP:Iteration 51Q (37363.640000 sec): 3 clusters
  Score: Raw -1804074.460133 + Penalty 3154.275589 = -1800920.184544
  nChanged 12
		SP:Iteration 52Q (37363.970000 sec): 3 clusters
  Score: Raw -1804075.629857 + Penalty 3154.275589 = -1800921.354267
  nChanged 9
		SP:Iteration 53Q (37364.210000 sec): 3 clusters
  Score: Raw -1804076.258548 + Penalty 3154.275589 = -1800921.982958
  nChanged 17
		SP:Iteration 54Q (37364.530000 sec): 3 clusters
  Score: Raw -1804078.194551 + Penalty 3154.275589 = -1800923.918962
  nChanged 16
		SP:Iteration 55Q (37364.850000 sec): 3 clusters
  Score: Raw -1804080.247297 + Penalty 3154.275589 = -1800925.971708
  nChanged 17
		SP:Iteration 56Q (37365.120000 sec): 3 clusters
  Score: Raw -1804081.886754 + Penalty 3154.275589 = -1800927.611165
  nChanged 17
		SP:Iteration 57Q (37365.450000 sec): 3 clusters
  Score: Raw -1804083.242248 + Penalty 3154.275589 = -1800928.966659
  nChanged 12
		SP:Iteration 58Q (37365.770000 sec): 3 clusters
  Score: Raw -1804084.330815 + Penalty 3154.275589 = -1800930.055226
  nChanged 8
		SP:Iteration 59Q (37366.030000 sec): 3 clusters
  Score: Raw -1804085.005945 + Penalty 3154.275589 = -1800930.730355
  nChanged 5
		SP:Iteration 60F (37366.290000 sec): 3 clusters
  Score: Raw -1804085.485294 + Penalty 3154.275589 = -1800931.209704
  nChanged 9
		SP:Iteration 61Q (37366.590000 sec): 3 clusters
  Score: Raw -1804086.066569 + Penalty 3154.275589 = -1800931.790980
  nChanged 10
		SP:Iteration 62Q (37366.830000 sec): 3 clusters
  Score: Raw -1804086.723370 + Penalty 3154.275589 = -1800932.447781
  nChanged 5
		SP:Iteration 63Q (37367.140000 sec): 3 clusters
  Score: Raw -1804087.255322 + Penalty 3154.275589 = -1800932.979732
  nChanged 8
		SP:Iteration 64Q (37367.390000 sec): 3 clusters
  Score: Raw -1804087.930173 + Penalty 3154.275589 = -1800933.654584
  nChanged 6
		SP:Iteration 65Q (37367.670000 sec): 3 clusters
  Score: Raw -1804088.440463 + Penalty 3154.275589 = -1800934.164874
  nChanged 9
		SP:Iteration 66Q (37367.940000 sec): 3 clusters
  Score: Raw -1804089.043721 + Penalty 3154.275589 = -1800934.768132
  nChanged 6
		SP:Iteration 67Q (37368.280000 sec): 3 clusters
  Score: Raw -1804089.411991 + Penalty 3154.275589 = -1800935.136401
  nChanged 2
		SP:Iteration 68Q (37368.570000 sec): 3 clusters
  Score: Raw -1804089.562070 + Penalty 3154.275589 = -1800935.286481
  nChanged 0
		SP:Iteration 69F (37368.900000 sec): 3 clusters
  Score: Raw -1804089.562070 + Penalty 3154.275589 = -1800935.286481
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (10262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37369.040000 sec): 2 clusters
  Score: Raw -1178014.611063 + Penalty 1500.882993 = -1176513.728070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37369.260000 sec): 3 clusters
  Score: Raw -1172305.128372 + Penalty 3001.765985 = -1169303.362387
  nChanged 4302
		SP:Iteration 1F (37369.420000 sec): 3 clusters
  Score: Raw -1174621.611245 + Penalty 3001.765985 = -1171619.845259
  nChanged 565
		SP:Iteration 2F (37369.690000 sec): 3 clusters
  Score: Raw -1174862.264445 + Penalty 3001.765985 = -1171860.498460
  nChanged 495
		SP:Iteration 3Q (37369.970000 sec): 3 clusters
  Score: Raw -1175084.788625 + Penalty 3001.765985 = -1172083.022640
  nChanged 494
		SP:Iteration 4Q (37370.270000 sec): 3 clusters
  Score: Raw -1175330.460469 + Penalty 3001.765985 = -1172328.694484
  nChanged 452
		SP:Iteration 5Q (37370.570000 sec): 3 clusters
  Score: Raw -1175586.883578 + Penalty 3001.765985 = -1172585.117592
  nChanged 447
		SP:Iteration 6Q (37370.800000 sec): 3 clusters
  Score: Raw -1175838.415316 + Penalty 3001.765985 = -1172836.649331
  nChanged 484
		SP:Iteration 7Q (37371.130000 sec): 3 clusters
  Score: Raw -1176142.130381 + Penalty 3001.765985 = -1173140.364396
  nChanged 454
		SP:Iteration 8Q (37371.410000 sec): 3 clusters
  Score: Raw -1176472.675909 + Penalty 3001.765985 = -1173470.909923
  nChanged 475
		SP:Iteration 9Q (37371.740000 sec): 3 clusters
  Score: Raw -1176833.880880 + Penalty 3001.765985 = -1173832.114894
  nChanged 378
		SP:Iteration 10Q (37372.000000 sec): 3 clusters
  Score: Raw -1177129.276255 + Penalty 3001.765985 = -1174127.510270
  nChanged 313
		SP:Iteration 11Q (37372.300000 sec): 3 clusters
  Score: Raw -1177373.327523 + Penalty 3001.765985 = -1174371.561538
  nChanged 261
		SP:Iteration 12Q (37372.590000 sec): 3 clusters
  Score: Raw -1177567.114847 + Penalty 3001.765985 = -1174565.348861
  nChanged 190
		SP:Iteration 13Q (37372.840000 sec): 3 clusters
  Score: Raw -1177722.052621 + Penalty 3001.765985 = -1174720.286636
  nChanged 133
		SP:Iteration 14Q (37373.100000 sec): 3 clusters
  Score: Raw -1177835.792519 + Penalty 3001.765985 = -1174834.026534
  nChanged 115
		SP:Iteration 15Q (37373.350000 sec): 3 clusters
  Score: Raw -1177932.585303 + Penalty 3001.765985 = -1174930.819318
  nChanged 82
		SP:Iteration 16Q (37373.590000 sec): 3 clusters
  Score: Raw -1178000.745823 + Penalty 3001.765985 = -1174998.979838
  nChanged 62
		SP:Iteration 17Q (37373.810000 sec): 3 clusters
  Score: Raw -1178051.122836 + Penalty 3001.765985 = -1175049.356851
  nChanged 51
		SP:Iteration 18Q (37374.050000 sec): 3 clusters
  Score: Raw -1178087.526236 + Penalty 3001.765985 = -1175085.760251
  nChanged 33
		SP:Iteration 19Q (37374.250000 sec): 3 clusters
  Score: Raw -1178106.855168 + Penalty 3001.765985 = -1175105.089183
  nChanged 32
		SP:Iteration 20F (37374.440000 sec): 3 clusters
  Score: Raw -1178127.863494 + Penalty 3001.765985 = -1175126.097509
  nChanged 21
		SP:Iteration 21Q (37374.620000 sec): 3 clusters
  Score: Raw -1178146.101814 + Penalty 3001.765985 = -1175144.335828
  nChanged 19
		SP:Iteration 22Q (37374.840000 sec): 3 clusters
  Score: Raw -1178157.638642 + Penalty 3001.765985 = -1175155.872656
  nChanged 20
		SP:Iteration 23Q (37375.070000 sec): 3 clusters
  Score: Raw -1178171.481660 + Penalty 3001.765985 = -1175169.715675
  nChanged 13
		SP:Iteration 24Q (37375.270000 sec): 3 clusters
  Score: Raw -1178178.868418 + Penalty 3001.765985 = -1175177.102433
  nChanged 7
		SP:Iteration 25Q (37375.530000 sec): 3 clusters
  Score: Raw -1178183.785045 + Penalty 3001.765985 = -1175182.019060
  nChanged 8
		SP:Iteration 26Q (37375.720000 sec): 3 clusters
  Score: Raw -1178188.931324 + Penalty 3001.765985 = -1175187.165339
  nChanged 11
		SP:Iteration 27Q (37375.950000 sec): 3 clusters
  Score: Raw -1178197.687242 + Penalty 3001.765985 = -1175195.921257
  nChanged 12
		SP:Iteration 28Q (37376.230000 sec): 3 clusters
  Score: Raw -1178204.504426 + Penalty 3001.765985 = -1175202.738441
  nChanged 10
		SP:Iteration 29Q (37376.430000 sec): 3 clusters
  Score: Raw -1178210.364347 + Penalty 3001.765985 = -1175208.598361
  nChanged 8
		SP:Iteration 30Q (37376.710000 sec): 3 clusters
  Score: Raw -1178215.837068 + Penalty 3001.765985 = -1175214.071083
  nChanged 8
		SP:Iteration 31Q (37376.970000 sec): 3 clusters
  Score: Raw -1178220.898947 + Penalty 3001.765985 = -1175219.132962
  nChanged 6
		SP:Iteration 32Q (37377.190000 sec): 3 clusters
  Score: Raw -1178225.546456 + Penalty 3001.765985 = -1175223.780471
  nChanged 4
		SP:Iteration 33Q (37377.370000 sec): 3 clusters
  Score: Raw -1178227.312289 + Penalty 3001.765985 = -1175225.546303
  nChanged 0
		SP:Iteration 34F (37377.590000 sec): 3 clusters
  Score: Raw -1178227.312289 + Penalty 3001.765985 = -1175225.546303
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37377.690000 sec): 2 clusters
  Score: Raw -138522.504971 + Penalty 1165.518994 = -137356.985978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37377.880000 sec): 3 clusters
  Score: Raw -138061.865245 + Penalty 2331.037988 = -135730.827257
  nChanged 418
		SP:Iteration 1F (37378.070000 sec): 3 clusters
  Score: Raw -138431.422430 + Penalty 2331.037988 = -136100.384442
  nChanged 105
		SP:Iteration 2F (37378.230000 sec): 3 clusters
  Score: Raw -138544.943774 + Penalty 2331.037988 = -136213.905787
  nChanged 72
		SP:Iteration 3F (37378.400000 sec): 3 clusters
  Score: Raw -138611.515953 + Penalty 2331.037988 = -136280.477965
  nChanged 42
		SP:Iteration 4Q (37378.550000 sec): 3 clusters
  Score: Raw -138651.543926 + Penalty 2331.037988 = -136320.505939
  nChanged 30
		SP:Iteration 5Q (37378.770000 sec): 3 clusters
  Score: Raw -138675.367699 + Penalty 2331.037988 = -136344.329711
  nChanged 19
		SP:Iteration 6Q (37378.960000 sec): 3 clusters
  Score: Raw -138690.807401 + Penalty 2331.037988 = -136359.769414
  nChanged 16
		SP:Iteration 7Q (37379.150000 sec): 3 clusters
  Score: Raw -138706.175907 + Penalty 2331.037988 = -136375.137919
  nChanged 16
		SP:Iteration 8Q (37379.320000 sec): 3 clusters
  Score: Raw -138718.041222 + Penalty 2331.037988 = -136387.003235
  nChanged 11
		SP:Iteration 9Q (37379.540000 sec): 3 clusters
  Score: Raw -138727.424938 + Penalty 2331.037988 = -136396.386950
  nChanged 11
		SP:Iteration 10Q (37379.700000 sec): 3 clusters
  Score: Raw -138735.277330 + Penalty 2331.037988 = -136404.239343
  nChanged 8
		SP:Iteration 11Q (37379.910000 sec): 3 clusters
  Score: Raw -138743.656349 + Penalty 2331.037988 = -136412.618362
  nChanged 18
		SP:Iteration 12Q (37380.070000 sec): 3 clusters
  Score: Raw -138760.112588 + Penalty 2331.037988 = -136429.074600
  nChanged 18
		SP:Iteration 13Q (37380.230000 sec): 3 clusters
  Score: Raw -138772.418441 + Penalty 2331.037988 = -136441.380453
  nChanged 9
		SP:Iteration 14Q (37380.460000 sec): 3 clusters
  Score: Raw -138779.259157 + Penalty 2331.037988 = -136448.221169
  nChanged 3
		SP:Iteration 15Q (37380.650000 sec): 3 clusters
  Score: Raw -138780.598085 + Penalty 2331.037988 = -136449.560097
  nChanged 1
		SP:Iteration 16Q (37380.860000 sec): 3 clusters
  Score: Raw -138781.030611 + Penalty 2331.037988 = -136449.992623
  nChanged 2
		SP:Iteration 17Q (37381.020000 sec): 3 clusters
  Score: Raw -138782.169614 + Penalty 2331.037988 = -136451.131627
  nChanged 4
		SP:Iteration 18Q (37381.240000 sec): 3 clusters
  Score: Raw -138784.774413 + Penalty 2331.037988 = -136453.736426
  nChanged 5
		SP:Iteration 19Q (37381.430000 sec): 3 clusters
  Score: Raw -138789.180806 + Penalty 2331.037988 = -136458.142818
  nChanged 4
		SP:Iteration 20F (37381.650000 sec): 3 clusters
  Score: Raw -138792.274047 + Penalty 2331.037988 = -136461.236060
  nChanged 3
		SP:Iteration 21Q (37381.820000 sec): 3 clusters
  Score: Raw -138794.684394 + Penalty 2331.037988 = -136463.646406
  nChanged 1
		SP:Iteration 22Q (37382.050000 sec): 3 clusters
  Score: Raw -138794.991265 + Penalty 2331.037988 = -136463.953277
  nChanged 0
		SP:Iteration 23F (37382.240000 sec): 3 clusters
  Score: Raw -138794.991265 + Penalty 2331.037988 = -136463.953277
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (18036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37382.460000 sec): 2 clusters
  Score: Raw -2126635.584767 + Penalty 1592.520319 = -2125043.064448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37382.750000 sec): 3 clusters
  Score: Raw -2115933.243545 + Penalty 3185.040638 = -2112748.202907
  nChanged 8123
		SP:Iteration 1F (37383.040000 sec): 3 clusters
  Score: Raw -2120586.683471 + Penalty 3185.040638 = -2117401.642833
  nChanged 1103
		SP:Iteration 2F (37383.420000 sec): 3 clusters
  Score: Raw -2121140.951479 + Penalty 3185.040638 = -2117955.910841
  nChanged 1059
		SP:Iteration 3F (37383.700000 sec): 3 clusters
  Score: Raw -2121660.243939 + Penalty 3185.040638 = -2118475.203301
  nChanged 1004
		SP:Iteration 4F (37384.000000 sec): 3 clusters
  Score: Raw -2122200.134954 + Penalty 3185.040638 = -2119015.094317
  nChanged 1027
		SP:Iteration 5F (37384.260000 sec): 3 clusters
  Score: Raw -2122827.344382 + Penalty 3185.040638 = -2119642.303744
  nChanged 1087
		SP:Iteration 6F (37384.510000 sec): 3 clusters
  Score: Raw -2123622.062782 + Penalty 3185.040638 = -2120437.022145
  nChanged 1132
		SP:Iteration 7F (37384.810000 sec): 3 clusters
  Score: Raw -2124414.623755 + Penalty 3185.040638 = -2121229.583118
  nChanged 982
		SP:Iteration 8F (37385.020000 sec): 3 clusters
  Score: Raw -2125008.406726 + Penalty 3185.040638 = -2121823.366088
  nChanged 769
		SP:Iteration 9Q (37385.340000 sec): 3 clusters
  Score: Raw -2125456.080805 + Penalty 3185.040638 = -2122271.040167
  nChanged 641
		SP:Iteration 10Q (37385.600000 sec): 3 clusters
  Score: Raw -2125785.169347 + Penalty 3185.040638 = -2122600.128709
  nChanged 488
		SP:Iteration 11Q (37385.920000 sec): 3 clusters
  Score: Raw -2126005.696375 + Penalty 3185.040638 = -2122820.655737
  nChanged 379
		SP:Iteration 12Q (37386.220000 sec): 3 clusters
  Score: Raw -2126140.417632 + Penalty 3185.040638 = -2122955.376994
  nChanged 280
		SP:Iteration 13Q (37386.500000 sec): 3 clusters
  Score: Raw -2126212.527628 + Penalty 3185.040638 = -2123027.486990
  nChanged 178
		SP:Iteration 14Q (37386.790000 sec): 3 clusters
  Score: Raw -2126249.265934 + Penalty 3185.040638 = -2123064.225297
  nChanged 121
		SP:Iteration 15Q (37387.110000 sec): 3 clusters
  Score: Raw -2126272.575896 + Penalty 3185.040638 = -2123087.535258
  nChanged 98
		SP:Iteration 16Q (37387.390000 sec): 3 clusters
  Score: Raw -2126293.792847 + Penalty 3185.040638 = -2123108.752209
  nChanged 100
		SP:Iteration 17Q (37387.650000 sec): 3 clusters
  Score: Raw -2126316.341702 + Penalty 3185.040638 = -2123131.301064
  nChanged 86
		SP:Iteration 18Q (37387.960000 sec): 3 clusters
  Score: Raw -2126334.050073 + Penalty 3185.040638 = -2123149.009435
  nChanged 70
		SP:Iteration 19Q (37388.240000 sec): 3 clusters
  Score: Raw -2126346.258625 + Penalty 3185.040638 = -2123161.217987
  nChanged 72
		SP:Iteration 20F (37388.470000 sec): 3 clusters
  Score: Raw -2126356.632468 + Penalty 3185.040638 = -2123171.591830
  nChanged 57
		SP:Iteration 21Q (37388.780000 sec): 3 clusters
  Score: Raw -2126364.506110 + Penalty 3185.040638 = -2123179.465472
  nChanged 47
		SP:Iteration 22Q (37389.060000 sec): 3 clusters
  Score: Raw -2126370.795077 + Penalty 3185.040638 = -2123185.754439
  nChanged 41
		SP:Iteration 23Q (37389.360000 sec): 3 clusters
  Score: Raw -2126375.386125 + Penalty 3185.040638 = -2123190.345487
  nChanged 30
		SP:Iteration 24Q (37389.680000 sec): 3 clusters
  Score: Raw -2126379.136456 + Penalty 3185.040638 = -2123194.095819
  nChanged 34
		SP:Iteration 25Q (37389.950000 sec): 3 clusters
  Score: Raw -2126382.934667 + Penalty 3185.040638 = -2123197.894029
  nChanged 39
		SP:Iteration 26Q (37390.200000 sec): 3 clusters
  Score: Raw -2126387.245686 + Penalty 3185.040638 = -2123202.205048
  nChanged 33
		SP:Iteration 27Q (37390.520000 sec): 3 clusters
  Score: Raw -2126390.824947 + Penalty 3185.040638 = -2123205.784309
  nChanged 31
		SP:Iteration 28Q (37390.770000 sec): 3 clusters
  Score: Raw -2126393.719029 + Penalty 3185.040638 = -2123208.678391
  nChanged 42
		SP:Iteration 29Q (37391.020000 sec): 3 clusters
  Score: Raw -2126398.620230 + Penalty 3185.040638 = -2123213.579592
  nChanged 39
		SP:Iteration 30Q (37391.340000 sec): 3 clusters
  Score: Raw -2126403.153971 + Penalty 3185.040638 = -2123218.113333
  nChanged 48
		SP:Iteration 31Q (37391.630000 sec): 3 clusters
  Score: Raw -2126410.603885 + Penalty 3185.040638 = -2123225.563247
  nChanged 54
		SP:Iteration 32Q (37391.910000 sec): 3 clusters
  Score: Raw -2126418.049805 + Penalty 3185.040638 = -2123233.009167
  nChanged 49
		SP:Iteration 33Q (37392.240000 sec): 3 clusters
  Score: Raw -2126425.787337 + Penalty 3185.040638 = -2123240.746700
  nChanged 63
		SP:Iteration 34Q (37392.550000 sec): 3 clusters
  Score: Raw -2126437.267847 + Penalty 3185.040638 = -2123252.227209
  nChanged 74
		SP:Iteration 35Q (37392.850000 sec): 3 clusters
  Score: Raw -2126450.164286 + Penalty 3185.040638 = -2123265.123648
  nChanged 68
		SP:Iteration 36Q (37393.140000 sec): 3 clusters
  Score: Raw -2126461.289242 + Penalty 3185.040638 = -2123276.248605
  nChanged 69
		SP:Iteration 37Q (37393.440000 sec): 3 clusters
  Score: Raw -2126470.572666 + Penalty 3185.040638 = -2123285.532028
  nChanged 56
		SP:Iteration 38Q (37393.730000 sec): 3 clusters
  Score: Raw -2126477.456969 + Penalty 3185.040638 = -2123292.416331
  nChanged 49
		SP:Iteration 39Q (37394.020000 sec): 3 clusters
  Score: Raw -2126483.246874 + Penalty 3185.040638 = -2123298.206236
  nChanged 50
		SP:Iteration 40F (37394.320000 sec): 3 clusters
  Score: Raw -2126489.625461 + Penalty 3185.040638 = -2123304.584823
  nChanged 51
		SP:Iteration 41Q (37394.640000 sec): 3 clusters
  Score: Raw -2126495.908994 + Penalty 3185.040638 = -2123310.868356
  nChanged 47
		SP:Iteration 42Q (37394.950000 sec): 3 clusters
  Score: Raw -2126501.365651 + Penalty 3185.040638 = -2123316.325013
  nChanged 60
		SP:Iteration 43Q (37395.230000 sec): 3 clusters
  Score: Raw -2126509.476465 + Penalty 3185.040638 = -2123324.435827
  nChanged 60
		SP:Iteration 44Q (37395.510000 sec): 3 clusters
  Score: Raw -2126517.319648 + Penalty 3185.040638 = -2123332.279010
  nChanged 50
		SP:Iteration 45Q (37395.850000 sec): 3 clusters
  Score: Raw -2126524.132285 + Penalty 3185.040638 = -2123339.091647
  nChanged 45
		SP:Iteration 46Q (37396.120000 sec): 3 clusters
  Score: Raw -2126530.009752 + Penalty 3185.040638 = -2123344.969114
  nChanged 40
		SP:Iteration 47Q (37396.460000 sec): 3 clusters
  Score: Raw -2126535.400038 + Penalty 3185.040638 = -2123350.359400
  nChanged 33
		SP:Iteration 48Q (37396.770000 sec): 3 clusters
  Score: Raw -2126540.763121 + Penalty 3185.040638 = -2123355.722483
  nChanged 35
		SP:Iteration 49Q (37397.020000 sec): 3 clusters
  Score: Raw -2126544.706646 + Penalty 3185.040638 = -2123359.666008
  nChanged 29
		SP:Iteration 50Q (37397.300000 sec): 3 clusters
  Score: Raw -2126547.578848 + Penalty 3185.040638 = -2123362.538210
  nChanged 24
		SP:Iteration 51Q (37397.570000 sec): 3 clusters
  Score: Raw -2126550.028347 + Penalty 3185.040638 = -2123364.987709
  nChanged 29
		SP:Iteration 52Q (37397.860000 sec): 3 clusters
  Score: Raw -2126553.509534 + Penalty 3185.040638 = -2123368.468896
  nChanged 22
		SP:Iteration 53Q (37398.230000 sec): 3 clusters
  Score: Raw -2126556.033021 + Penalty 3185.040638 = -2123370.992384
  nChanged 20
		SP:Iteration 54Q (37398.520000 sec): 3 clusters
  Score: Raw -2126558.418083 + Penalty 3185.040638 = -2123373.377446
  nChanged 26
		SP:Iteration 55Q (37398.820000 sec): 3 clusters
  Score: Raw -2126561.291400 + Penalty 3185.040638 = -2123376.250762
  nChanged 22
		SP:Iteration 56Q (37399.140000 sec): 3 clusters
  Score: Raw -2126563.704027 + Penalty 3185.040638 = -2123378.663390
  nChanged 11
		SP:Iteration 57Q (37399.420000 sec): 3 clusters
  Score: Raw -2126564.645638 + Penalty 3185.040638 = -2123379.605000
  nChanged 13
		SP:Iteration 58Q (37399.690000 sec): 3 clusters
  Score: Raw -2126565.825997 + Penalty 3185.040638 = -2123380.785359
  nChanged 13
		SP:Iteration 59Q (37399.950000 sec): 3 clusters
  Score: Raw -2126566.966199 + Penalty 3185.040638 = -2123381.925561
  nChanged 9
		SP:Iteration 60F (37400.290000 sec): 3 clusters
  Score: Raw -2126567.519515 + Penalty 3185.040638 = -2123382.478877
  nChanged 11
		SP:Iteration 61Q (37400.610000 sec): 3 clusters
  Score: Raw -2126568.688305 + Penalty 3185.040638 = -2123383.647667
  nChanged 14
		SP:Iteration 62Q (37400.910000 sec): 3 clusters
  Score: Raw -2126570.221149 + Penalty 3185.040638 = -2123385.180511
  nChanged 18
		SP:Iteration 63Q (37401.130000 sec): 3 clusters
  Score: Raw -2126572.324923 + Penalty 3185.040638 = -2123387.284285
  nChanged 19
		SP:Iteration 64Q (37401.460000 sec): 3 clusters
  Score: Raw -2126574.631268 + Penalty 3185.040638 = -2123389.590630
  nChanged 24
		SP:Iteration 65Q (37401.740000 sec): 3 clusters
  Score: Raw -2126576.827567 + Penalty 3185.040638 = -2123391.786929
  nChanged 22
		SP:Iteration 66Q (37402.010000 sec): 3 clusters
  Score: Raw -2126579.067936 + Penalty 3185.040638 = -2123394.027298
  nChanged 32
		SP:Iteration 67Q (37402.350000 sec): 3 clusters
  Score: Raw -2126582.649366 + Penalty 3185.040638 = -2123397.608729
  nChanged 30
		SP:Iteration 68Q (37402.630000 sec): 3 clusters
  Score: Raw -2126585.865508 + Penalty 3185.040638 = -2123400.824870
  nChanged 23
		SP:Iteration 69Q (37402.910000 sec): 3 clusters
  Score: Raw -2126588.672900 + Penalty 3185.040638 = -2123403.632262
  nChanged 25
		SP:Iteration 70Q (37403.200000 sec): 3 clusters
  Score: Raw -2126591.559445 + Penalty 3185.040638 = -2123406.518807
  nChanged 30
		SP:Iteration 71Q (37403.470000 sec): 3 clusters
  Score: Raw -2126595.783257 + Penalty 3185.040638 = -2123410.742619
  nChanged 32
		SP:Iteration 72Q (37403.700000 sec): 3 clusters
  Score: Raw -2126600.317673 + Penalty 3185.040638 = -2123415.277035
  nChanged 31
		SP:Iteration 73Q (37403.970000 sec): 3 clusters
  Score: Raw -2126603.849494 + Penalty 3185.040638 = -2123418.808856
  nChanged 28
		SP:Iteration 74Q (37404.260000 sec): 3 clusters
  Score: Raw -2126606.894176 + Penalty 3185.040638 = -2123421.853539
  nChanged 34
		SP:Iteration 75Q (37404.490000 sec): 3 clusters
  Score: Raw -2126610.703647 + Penalty 3185.040638 = -2123425.663009
  nChanged 33
		SP:Iteration 76Q (37404.750000 sec): 3 clusters
  Score: Raw -2126614.874102 + Penalty 3185.040638 = -2123429.833464
  nChanged 32
		SP:Iteration 77Q (37405.050000 sec): 3 clusters
  Score: Raw -2126619.152432 + Penalty 3185.040638 = -2123434.111795
  nChanged 35
		SP:Iteration 78Q (37405.350000 sec): 3 clusters
  Score: Raw -2126622.850743 + Penalty 3185.040638 = -2123437.810105
  nChanged 23
		SP:Iteration 79Q (37405.640000 sec): 3 clusters
  Score: Raw -2126625.138610 + Penalty 3185.040638 = -2123440.097973
  nChanged 24
		SP:Iteration 80F (37405.950000 sec): 3 clusters
  Score: Raw -2126627.723223 + Penalty 3185.040638 = -2123442.682585
  nChanged 20
		SP:Iteration 81Q (37406.270000 sec): 3 clusters
  Score: Raw -2126629.744109 + Penalty 3185.040638 = -2123444.703471
  nChanged 21
		SP:Iteration 82Q (37406.610000 sec): 3 clusters
  Score: Raw -2126631.941167 + Penalty 3185.040638 = -2123446.900529
  nChanged 18
		SP:Iteration 83Q (37406.890000 sec): 3 clusters
  Score: Raw -2126633.484742 + Penalty 3185.040638 = -2123448.444104
  nChanged 15
		SP:Iteration 84Q (37407.240000 sec): 3 clusters
  Score: Raw -2126634.884289 + Penalty 3185.040638 = -2123449.843651
  nChanged 10
		SP:Iteration 85Q (37407.550000 sec): 3 clusters
  Score: Raw -2126636.397893 + Penalty 3185.040638 = -2123451.357255
  nChanged 17
		SP:Iteration 86Q (37407.830000 sec): 3 clusters
  Score: Raw -2126638.100717 + Penalty 3185.040638 = -2123453.060079
  nChanged 8
		SP:Iteration 87Q (37408.110000 sec): 3 clusters
  Score: Raw -2126639.024149 + Penalty 3185.040638 = -2123453.983511
  nChanged 12
		SP:Iteration 88Q (37408.400000 sec): 3 clusters
  Score: Raw -2126639.775738 + Penalty 3185.040638 = -2123454.735100
  nChanged 7
		SP:Iteration 89Q (37408.670000 sec): 3 clusters
  Score: Raw -2126640.697073 + Penalty 3185.040638 = -2123455.656435
  nChanged 12
		SP:Iteration 90Q (37408.990000 sec): 3 clusters
  Score: Raw -2126641.703361 + Penalty 3185.040638 = -2123456.662723
  nChanged 10
		SP:Iteration 91Q (37409.280000 sec): 3 clusters
  Score: Raw -2126642.465878 + Penalty 3185.040638 = -2123457.425240
  nChanged 6
		SP:Iteration 92Q (37409.570000 sec): 3 clusters
  Score: Raw -2126642.947819 + Penalty 3185.040638 = -2123457.907181
  nChanged 10
		SP:Iteration 93Q (37409.910000 sec): 3 clusters
  Score: Raw -2126643.867700 + Penalty 3185.040638 = -2123458.827063
  nChanged 7
		SP:Iteration 94Q (37410.190000 sec): 3 clusters
  Score: Raw -2126644.631427 + Penalty 3185.040638 = -2123459.590790
  nChanged 9
		SP:Iteration 95Q (37410.510000 sec): 3 clusters
  Score: Raw -2126645.319419 + Penalty 3185.040638 = -2123460.278781
  nChanged 5
		SP:Iteration 96Q (37410.850000 sec): 3 clusters
  Score: Raw -2126645.888457 + Penalty 3185.040638 = -2123460.847819
  nChanged 6
		SP:Iteration 97Q (37411.150000 sec): 3 clusters
  Score: Raw -2126646.556964 + Penalty 3185.040638 = -2123461.516326
  nChanged 11
		SP:Iteration 98Q (37411.410000 sec): 3 clusters
  Score: Raw -2126647.897591 + Penalty 3185.040638 = -2123462.856953
  nChanged 14
		SP:Iteration 99Q (37411.710000 sec): 3 clusters
  Score: Raw -2126649.422433 + Penalty 3185.040638 = -2123464.381796
  nChanged 14
		SP:Iteration 100F (37412.020000 sec): 3 clusters
  Score: Raw -2126650.803287 + Penalty 3185.040638 = -2123465.762649
  nChanged 18
		SP:Iteration 101Q (37412.410000 sec): 3 clusters
  Score: Raw -2126652.949595 + Penalty 3185.040638 = -2123467.908957
  nChanged 23
		SP:Iteration 102Q (37412.700000 sec): 3 clusters
  Score: Raw -2126655.709682 + Penalty 3185.040638 = -2123470.669044
  nChanged 17
		SP:Iteration 103Q (37413.020000 sec): 3 clusters
  Score: Raw -2126657.699022 + Penalty 3185.040638 = -2123472.658384
  nChanged 10
		SP:Iteration 104Q (37413.280000 sec): 3 clusters
  Score: Raw -2126658.451788 + Penalty 3185.040638 = -2123473.411151
  nChanged 15
		SP:Iteration 105Q (37413.550000 sec): 3 clusters
  Score: Raw -2126659.429110 + Penalty 3185.040638 = -2123474.388472
  nChanged 12
		SP:Iteration 106Q (37413.900000 sec): 3 clusters
  Score: Raw -2126660.437933 + Penalty 3185.040638 = -2123475.397295
  nChanged 8
		SP:Iteration 107Q (37414.180000 sec): 3 clusters
  Score: Raw -2126661.124789 + Penalty 3185.040638 = -2123476.084151
  nChanged 7
		SP:Iteration 108Q (37414.460000 sec): 3 clusters
  Score: Raw -2126661.853138 + Penalty 3185.040638 = -2123476.812501
  nChanged 8
		SP:Iteration 109Q (37414.770000 sec): 3 clusters
  Score: Raw -2126662.622291 + Penalty 3185.040638 = -2123477.581654
  nChanged 9
		SP:Iteration 110Q (37415.090000 sec): 3 clusters
  Score: Raw -2126663.543590 + Penalty 3185.040638 = -2123478.502953
  nChanged 5
		SP:Iteration 111Q (37415.370000 sec): 3 clusters
  Score: Raw -2126663.952994 + Penalty 3185.040638 = -2123478.912356
  nChanged 3
		SP:Iteration 112Q (37415.650000 sec): 3 clusters
  Score: Raw -2126664.130810 + Penalty 3185.040638 = -2123479.090172
  nChanged 1
		SP:Iteration 113Q (37415.970000 sec): 3 clusters
  Score: Raw -2126664.168780 + Penalty 3185.040638 = -2123479.128142
  nChanged 1
		SP:Iteration 114Q (37416.240000 sec): 3 clusters
  Score: Raw -2126664.200187 + Penalty 3185.040638 = -2123479.159549
  nChanged 1
		SP:Iteration 115Q (37416.610000 sec): 3 clusters
  Score: Raw -2126664.210767 + Penalty 3185.040638 = -2123479.170129
  nChanged 1
		SP:Iteration 116Q (37416.900000 sec): 3 clusters
  Score: Raw -2126664.226376 + Penalty 3185.040638 = -2123479.185739
  nChanged 1
		SP:Iteration 117Q (37417.200000 sec): 3 clusters
  Score: Raw -2126664.248562 + Penalty 3185.040638 = -2123479.207924
  nChanged 0
		SP:Iteration 118F (37417.490000 sec): 3 clusters
  Score: Raw -2126664.248562 + Penalty 3185.040638 = -2123479.207924
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 20 (155342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37418.330000 sec): 2 clusters
  Score: Raw -17707115.871992 + Penalty 1942.424968 = -17705173.447024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37419.240000 sec): 3 clusters
  Score: Raw -17604977.720283 + Penalty 3884.849935 = -17601092.870347
  nChanged 74896
		SP:Iteration 1F (37420.230000 sec): 3 clusters
  Score: Raw -17650109.708437 + Penalty 3884.849935 = -17646224.858501
  nChanged 6351
		SP:Iteration 2Q (37421.360000 sec): 3 clusters
  Score: Raw -17652557.756766 + Penalty 3884.849935 = -17648672.906830
  nChanged 7791
		SP:Iteration 3F (37422.390000 sec): 3 clusters
  Score: Raw -17656455.521241 + Penalty 3884.849935 = -17652570.671306
  nChanged 9462
		SP:Iteration 4F (37423.470000 sec): 3 clusters
  Score: Raw -17662424.866197 + Penalty 3884.849935 = -17658540.016261
  nChanged 10990
		SP:Iteration 5F (37424.460000 sec): 3 clusters
  Score: Raw -17670739.938110 + Penalty 3884.849935 = -17666855.088175
  nChanged 11611
		SP:Iteration 6F (37425.470000 sec): 3 clusters
  Score: Raw -17680396.472467 + Penalty 3884.849935 = -17676511.622531
  nChanged 10463
		SP:Iteration 7F (37426.430000 sec): 3 clusters
  Score: Raw -17689272.413340 + Penalty 3884.849935 = -17685387.563405
  nChanged 8197
		SP:Iteration 8F (37427.350000 sec): 3 clusters
  Score: Raw -17696204.805920 + Penalty 3884.849935 = -17692319.955985
  nChanged 5840
		SP:Iteration 9Q (37428.190000 sec): 3 clusters
  Score: Raw -17700939.335028 + Penalty 3884.849935 = -17697054.485093
  nChanged 3768
		SP:Iteration 10Q (37429.120000 sec): 3 clusters
  Score: Raw -17703813.007151 + Penalty 3884.849935 = -17699928.157216
  nChanged 2266
		SP:Iteration 11Q (37430.030000 sec): 3 clusters
  Score: Raw -17705456.295534 + Penalty 3884.849935 = -17701571.445598
  nChanged 1305
		SP:Iteration 12Q (37430.950000 sec): 3 clusters
  Score: Raw -17706361.134781 + Penalty 3884.849935 = -17702476.284845
  nChanged 734
		SP:Iteration 13Q (37431.830000 sec): 3 clusters
  Score: Raw -17706873.086341 + Penalty 3884.849935 = -17702988.236406
  nChanged 405
		SP:Iteration 14Q (37432.740000 sec): 3 clusters
  Score: Raw -17707156.350621 + Penalty 3884.849935 = -17703271.500685
  nChanged 216
		SP:Iteration 15Q (37433.590000 sec): 3 clusters
  Score: Raw -17707303.517183 + Penalty 3884.849935 = -17703418.667248
  nChanged 122
		SP:Iteration 16Q (37434.430000 sec): 3 clusters
  Score: Raw -17707372.706465 + Penalty 3884.849935 = -17703487.856529
  nChanged 62
		SP:Iteration 17Q (37435.280000 sec): 3 clusters
  Score: Raw -17707404.834777 + Penalty 3884.849935 = -17703519.984841
  nChanged 48
		SP:Iteration 18Q (37436.140000 sec): 3 clusters
  Score: Raw -17707431.559870 + Penalty 3884.849935 = -17703546.709935
  nChanged 29
		SP:Iteration 19Q (37436.980000 sec): 3 clusters
  Score: Raw -17707447.495830 + Penalty 3884.849935 = -17703562.645895
  nChanged 27
		SP:Iteration 20F (37438.020000 sec): 3 clusters
  Score: Raw -17707461.129679 + Penalty 3884.849935 = -17703576.279744
  nChanged 21
		SP:Iteration 21Q (37438.810000 sec): 3 clusters
  Score: Raw -17707472.369020 + Penalty 3884.849935 = -17703587.519084
  nChanged 17
		SP:Iteration 22Q (37439.610000 sec): 3 clusters
  Score: Raw -17707482.838600 + Penalty 3884.849935 = -17703597.988665
  nChanged 17
		SP:Iteration 23Q (37440.390000 sec): 3 clusters
  Score: Raw -17707492.081396 + Penalty 3884.849935 = -17703607.231460
  nChanged 15
		SP:Iteration 24Q (37441.200000 sec): 3 clusters
  Score: Raw -17707501.335993 + Penalty 3884.849935 = -17703616.486057
  nChanged 15
		SP:Iteration 25Q (37442.010000 sec): 3 clusters
  Score: Raw -17707511.160798 + Penalty 3884.849935 = -17703626.310862
  nChanged 16
		SP:Iteration 26Q (37442.870000 sec): 3 clusters
  Score: Raw -17707519.906775 + Penalty 3884.849935 = -17703635.056840
  nChanged 13
		SP:Iteration 27Q (37443.800000 sec): 3 clusters
  Score: Raw -17707526.704598 + Penalty 3884.849935 = -17703641.854663
  nChanged 9
		SP:Iteration 28Q (37444.710000 sec): 3 clusters
  Score: Raw -17707532.253742 + Penalty 3884.849935 = -17703647.403806
  nChanged 11
		SP:Iteration 29Q (37445.570000 sec): 3 clusters
  Score: Raw -17707537.146356 + Penalty 3884.849935 = -17703652.296421
  nChanged 5
		SP:Iteration 30Q (37446.490000 sec): 3 clusters
  Score: Raw -17707540.037922 + Penalty 3884.849935 = -17703655.187987
  nChanged 9
		SP:Iteration 31Q (37447.470000 sec): 3 clusters
  Score: Raw -17707543.962723 + Penalty 3884.849935 = -17703659.112788
  nChanged 6
		SP:Iteration 32Q (37448.440000 sec): 3 clusters
  Score: Raw -17707546.058952 + Penalty 3884.849935 = -17703661.209017
  nChanged 1
		SP:Iteration 33Q (37449.490000 sec): 3 clusters
  Score: Raw -17707546.594183 + Penalty 3884.849935 = -17703661.744247
  nChanged 0
		SP:Iteration 34F (37450.550000 sec): 3 clusters
  Score: Raw -17707546.594183 + Penalty 3884.849935 = -17703661.744247
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 21 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37450.760000 sec): 2 clusters
  Score: Raw -490505.801378 + Penalty 1345.203322 = -489160.598056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37450.990000 sec): 3 clusters
  Score: Raw -488566.709591 + Penalty 2690.406645 = -485876.302947
  nChanged 1572
		SP:Iteration 1F (37451.210000 sec): 3 clusters
  Score: Raw -489414.913369 + Penalty 2690.406645 = -486724.506725
  nChanged 262
		SP:Iteration 2F (37451.410000 sec): 3 clusters
  Score: Raw -489552.081609 + Penalty 2690.406645 = -486861.674964
  nChanged 185
		SP:Iteration 3Q (37451.630000 sec): 3 clusters
  Score: Raw -489637.951437 + Penalty 2690.406645 = -486947.544792
  nChanged 126
		SP:Iteration 4Q (37451.860000 sec): 3 clusters
  Score: Raw -489693.246137 + Penalty 2690.406645 = -487002.839492
  nChanged 101
		SP:Iteration 5Q (37452.050000 sec): 3 clusters
  Score: Raw -489732.515202 + Penalty 2690.406645 = -487042.108558
  nChanged 78
		SP:Iteration 6Q (37452.320000 sec): 3 clusters
  Score: Raw -489762.575753 + Penalty 2690.406645 = -487072.169108
  nChanged 61
		SP:Iteration 7Q (37452.520000 sec): 3 clusters
  Score: Raw -489784.290888 + Penalty 2690.406645 = -487093.884243
  nChanged 49
		SP:Iteration 8Q (37452.710000 sec): 3 clusters
  Score: Raw -489805.260450 + Penalty 2690.406645 = -487114.853806
  nChanged 56
		SP:Iteration 9Q (37452.940000 sec): 3 clusters
  Score: Raw -489826.620782 + Penalty 2690.406645 = -487136.214137
  nChanged 54
		SP:Iteration 10Q (37453.130000 sec): 3 clusters
  Score: Raw -489846.453297 + Penalty 2690.406645 = -487156.046653
  nChanged 50
		SP:Iteration 11Q (37453.360000 sec): 3 clusters
  Score: Raw -489862.445653 + Penalty 2690.406645 = -487172.039008
  nChanged 38
		SP:Iteration 12Q (37453.560000 sec): 3 clusters
  Score: Raw -489874.402642 + Penalty 2690.406645 = -487183.995997
  nChanged 36
		SP:Iteration 13Q (37453.780000 sec): 3 clusters
  Score: Raw -489884.615741 + Penalty 2690.406645 = -487194.209097
  nChanged 35
		SP:Iteration 14Q (37453.950000 sec): 3 clusters
  Score: Raw -489894.141338 + Penalty 2690.406645 = -487203.734693
  nChanged 33
		SP:Iteration 15Q (37454.160000 sec): 3 clusters
  Score: Raw -489905.782372 + Penalty 2690.406645 = -487215.375728
  nChanged 36
		SP:Iteration 16Q (37454.370000 sec): 3 clusters
  Score: Raw -489920.530295 + Penalty 2690.406645 = -487230.123651
  nChanged 37
		SP:Iteration 17Q (37454.560000 sec): 3 clusters
  Score: Raw -489933.199303 + Penalty 2690.406645 = -487242.792659
  nChanged 39
		SP:Iteration 18Q (37454.770000 sec): 3 clusters
  Score: Raw -489944.542821 + Penalty 2690.406645 = -487254.136176
  nChanged 23
		SP:Iteration 19Q (37454.950000 sec): 3 clusters
  Score: Raw -489950.398439 + Penalty 2690.406645 = -487259.991794
  nChanged 16
		SP:Iteration 20F (37455.150000 sec): 3 clusters
  Score: Raw -489954.432123 + Penalty 2690.406645 = -487264.025478
  nChanged 16
		SP:Iteration 21Q (37455.330000 sec): 3 clusters
  Score: Raw -489958.322433 + Penalty 2690.406645 = -487267.915788
  nChanged 17
		SP:Iteration 22Q (37455.540000 sec): 3 clusters
  Score: Raw -489962.758331 + Penalty 2690.406645 = -487272.351687
  nChanged 18
		SP:Iteration 23Q (37455.790000 sec): 3 clusters
  Score: Raw -489967.247916 + Penalty 2690.406645 = -487276.841271
  nChanged 23
		SP:Iteration 24Q (37455.990000 sec): 3 clusters
  Score: Raw -489973.530818 + Penalty 2690.406645 = -487283.124174
  nChanged 27
		SP:Iteration 25Q (37456.200000 sec): 3 clusters
  Score: Raw -489979.890025 + Penalty 2690.406645 = -487289.483380
  nChanged 21
		SP:Iteration 26Q (37456.440000 sec): 3 clusters
  Score: Raw -489985.739676 + Penalty 2690.406645 = -487295.333032
  nChanged 24
		SP:Iteration 27Q (37456.610000 sec): 3 clusters
  Score: Raw -489992.560914 + Penalty 2690.406645 = -487302.154269
  nChanged 22
		SP:Iteration 28Q (37456.830000 sec): 3 clusters
  Score: Raw -489998.205206 + Penalty 2690.406645 = -487307.798561
  nChanged 18
		SP:Iteration 29Q (37457.020000 sec): 3 clusters
  Score: Raw -490002.694602 + Penalty 2690.406645 = -487312.287958
  nChanged 19
		SP:Iteration 30Q (37457.250000 sec): 3 clusters
  Score: Raw -490007.565596 + Penalty 2690.406645 = -487317.158952
  nChanged 19
		SP:Iteration 31Q (37457.440000 sec): 3 clusters
  Score: Raw -490011.942961 + Penalty 2690.406645 = -487321.536316
  nChanged 17
		SP:Iteration 32Q (37457.660000 sec): 3 clusters
  Score: Raw -490016.867009 + Penalty 2690.406645 = -487326.460364
  nChanged 23
		SP:Iteration 33Q (37457.810000 sec): 3 clusters
  Score: Raw -490022.383535 + Penalty 2690.406645 = -487331.976891
  nChanged 15
		SP:Iteration 34Q (37458.030000 sec): 3 clusters
  Score: Raw -490025.742422 + Penalty 2690.406645 = -487335.335778
  nChanged 18
		SP:Iteration 35Q (37458.220000 sec): 3 clusters
  Score: Raw -490030.310439 + Penalty 2690.406645 = -487339.903795
  nChanged 15
		SP:Iteration 36Q (37458.420000 sec): 3 clusters
  Score: Raw -490035.210793 + Penalty 2690.406645 = -487344.804149
  nChanged 21
		SP:Iteration 37Q (37458.680000 sec): 3 clusters
  Score: Raw -490041.002351 + Penalty 2690.406645 = -487350.595707
  nChanged 24
		SP:Iteration 38Q (37458.900000 sec): 3 clusters
  Score: Raw -490048.502611 + Penalty 2690.406645 = -487358.095967
  nChanged 26
		SP:Iteration 39Q (37459.140000 sec): 3 clusters
  Score: Raw -490056.338216 + Penalty 2690.406645 = -487365.931571
  nChanged 34
		SP:Iteration 40F (37459.320000 sec): 3 clusters
  Score: Raw -490066.813339 + Penalty 2690.406645 = -487376.406695
  nChanged 40
		SP:Iteration 41Q (37459.520000 sec): 3 clusters
  Score: Raw -490079.490073 + Penalty 2690.406645 = -487389.083429
  nChanged 51
		SP:Iteration 42Q (37459.730000 sec): 3 clusters
  Score: Raw -490096.418360 + Penalty 2690.406645 = -487406.011715
  nChanged 50
		SP:Iteration 43Q (37459.880000 sec): 3 clusters
  Score: Raw -490115.217988 + Penalty 2690.406645 = -487424.811344
  nChanged 63
		SP:Iteration 44Q (37460.100000 sec): 3 clusters
  Score: Raw -490145.721361 + Penalty 2690.406645 = -487455.314717
  nChanged 69
		SP:Iteration 45Q (37460.260000 sec): 3 clusters
  Score: Raw -490177.602289 + Penalty 2690.406645 = -487487.195645
  nChanged 69
		SP:Iteration 46Q (37460.440000 sec): 3 clusters
  Score: Raw -490209.076250 + Penalty 2690.406645 = -487518.669605
  nChanged 74
		SP:Iteration 47Q (37460.610000 sec): 3 clusters
  Score: Raw -490253.736720 + Penalty 2690.406645 = -487563.330075
  nChanged 85
		SP:Iteration 48Q (37460.790000 sec): 3 clusters
  Score: Raw -490310.285623 + Penalty 2690.406645 = -487619.878979
  nChanged 92
		SP:Iteration 49Q (37461.010000 sec): 3 clusters
  Score: Raw -490365.495610 + Penalty 2690.406645 = -487675.088966
  nChanged 77
		SP:Iteration 50Q (37461.230000 sec): 3 clusters
  Score: Raw -490408.057887 + Penalty 2690.406645 = -487717.651242
  nChanged 61
		SP:Iteration 51Q (37461.400000 sec): 3 clusters
  Score: Raw -490437.105551 + Penalty 2690.406645 = -487746.698907
  nChanged 38
		SP:Iteration 52Q (37461.600000 sec): 3 clusters
  Score: Raw -490455.888643 + Penalty 2690.406645 = -487765.481998
  nChanged 34
		SP:Iteration 53Q (37461.800000 sec): 3 clusters
  Score: Raw -490474.983876 + Penalty 2690.406645 = -487784.577232
  nChanged 31
		SP:Iteration 54Q (37461.990000 sec): 3 clusters
  Score: Raw -490495.287488 + Penalty 2690.406645 = -487804.880843
  nChanged 35
		SP:Iteration 55Q (37462.230000 sec): 3 clusters
  Score: Raw -490521.331754 + Penalty 2690.406645 = -487830.925109
  nChanged 27
		SP:Iteration 56Q (37462.420000 sec): 3 clusters
  Score: Raw -490542.492948 + Penalty 2690.406645 = -487852.086304
  nChanged 27
		SP:Iteration 57Q (37462.630000 sec): 3 clusters
  Score: Raw -490559.525893 + Penalty 2690.406645 = -487869.119248
  nChanged 21
		SP:Iteration 58Q (37462.850000 sec): 3 clusters
  Score: Raw -490570.505513 + Penalty 2690.406645 = -487880.098869
  nChanged 15
		SP:Iteration 59Q (37463.000000 sec): 3 clusters
  Score: Raw -490579.508340 + Penalty 2690.406645 = -487889.101696
  nChanged 14
		SP:Iteration 60F (37463.170000 sec): 3 clusters
  Score: Raw -490587.705551 + Penalty 2690.406645 = -487897.298907
  nChanged 12
		SP:Iteration 61Q (37463.420000 sec): 3 clusters
  Score: Raw -490594.142727 + Penalty 2690.406645 = -487903.736082
  nChanged 11
		SP:Iteration 62Q (37463.600000 sec): 3 clusters
  Score: Raw -490601.191793 + Penalty 2690.406645 = -487910.785148
  nChanged 7
		SP:Iteration 63Q (37463.780000 sec): 3 clusters
  Score: Raw -490604.198631 + Penalty 2690.406645 = -487913.791986
  nChanged 5
		SP:Iteration 64Q (37464.000000 sec): 3 clusters
  Score: Raw -490606.325813 + Penalty 2690.406645 = -487915.919169
  nChanged 3
		SP:Iteration 65Q (37464.190000 sec): 3 clusters
  Score: Raw -490607.711836 + Penalty 2690.406645 = -487917.305191
  nChanged 2
		SP:Iteration 66Q (37464.340000 sec): 3 clusters
  Score: Raw -490608.333924 + Penalty 2690.406645 = -487917.927280
  nChanged 1
		SP:Iteration 67Q (37464.550000 sec): 3 clusters
  Score: Raw -490609.040589 + Penalty 2690.406645 = -487918.633945
  nChanged 1
		SP:Iteration 68Q (37464.740000 sec): 3 clusters
  Score: Raw -490610.273202 + Penalty 2690.406645 = -487919.866558
  nChanged 2
		SP:Iteration 69Q (37464.930000 sec): 3 clusters
  Score: Raw -490611.626945 + Penalty 2690.406645 = -487921.220300
  nChanged 2
		SP:Iteration 70Q (37465.120000 sec): 3 clusters
  Score: Raw -490612.866074 + Penalty 2690.406645 = -487922.459429
  nChanged 4
		SP:Iteration 71Q (37465.280000 sec): 3 clusters
  Score: Raw -490614.493324 + Penalty 2690.406645 = -487924.086679
  nChanged 2
		SP:Iteration 72Q (37465.510000 sec): 3 clusters
  Score: Raw -490615.417809 + Penalty 2690.406645 = -487925.011165
  nChanged 1
		SP:Iteration 73Q (37465.690000 sec): 3 clusters
  Score: Raw -490616.343887 + Penalty 2690.406645 = -487925.937242
  nChanged 2
		SP:Iteration 74Q (37465.910000 sec): 3 clusters
  Score: Raw -490617.537601 + Penalty 2690.406645 = -487927.130957
  nChanged 2
		SP:Iteration 75Q (37466.140000 sec): 3 clusters
  Score: Raw -490618.526724 + Penalty 2690.406645 = -487928.120079
  nChanged 4
		SP:Iteration 76Q (37466.300000 sec): 3 clusters
  Score: Raw -490621.212445 + Penalty 2690.406645 = -487930.805800
  nChanged 3
		SP:Iteration 77Q (37466.520000 sec): 3 clusters
  Score: Raw -490622.356439 + Penalty 2690.406645 = -487931.949795
  nChanged 1
		SP:Iteration 78Q (37466.740000 sec): 3 clusters
  Score: Raw -490622.959391 + Penalty 2690.406645 = -487932.552747
  nChanged 1
		SP:Iteration 79Q (37466.940000 sec): 3 clusters
  Score: Raw -490623.408347 + Penalty 2690.406645 = -487933.001703
  nChanged 2
		SP:Iteration 80F (37467.180000 sec): 3 clusters
  Score: Raw -490624.188272 + Penalty 2690.406645 = -487933.781628
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 22 (30300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37467.410000 sec): 2 clusters
  Score: Raw -3172781.416881 + Penalty 1676.821736 = -3171104.595145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37467.790000 sec): 3 clusters
  Score: Raw -3154172.449793 + Penalty 3353.643472 = -3150818.806321
  nChanged 13886
		SP:Iteration 1F (37468.170000 sec): 3 clusters
  Score: Raw -3162340.897986 + Penalty 3353.643472 = -3158987.254514
  nChanged 1808
		SP:Iteration 2F (37468.560000 sec): 3 clusters
  Score: Raw -3163249.601055 + Penalty 3353.643472 = -3159895.957583
  nChanged 1870
		SP:Iteration 3F (37468.900000 sec): 3 clusters
  Score: Raw -3164223.851163 + Penalty 3353.643472 = -3160870.207691
  nChanged 1805
		SP:Iteration 4F (37469.270000 sec): 3 clusters
  Score: Raw -3165177.392606 + Penalty 3353.643472 = -3161823.749134
  nChanged 1701
		SP:Iteration 5F (37469.620000 sec): 3 clusters
  Score: Raw -3166084.024654 + Penalty 3353.643472 = -3162730.381182
  nChanged 1601
		SP:Iteration 6F (37469.920000 sec): 3 clusters
  Score: Raw -3166944.510238 + Penalty 3353.643472 = -3163590.866766
  nChanged 1464
		SP:Iteration 7Q (37470.280000 sec): 3 clusters
  Score: Raw -3167726.315053 + Penalty 3353.643472 = -3164372.671581
  nChanged 1308
		SP:Iteration 8Q (37470.590000 sec): 3 clusters
  Score: Raw -3168386.098282 + Penalty 3353.643472 = -3165032.454810
  nChanged 1122
		SP:Iteration 9Q (37470.970000 sec): 3 clusters
  Score: Raw -3168933.051009 + Penalty 3353.643472 = -3165579.407537
  nChanged 973
		SP:Iteration 10Q (37471.330000 sec): 3 clusters
  Score: Raw -3169306.047050 + Penalty 3353.643472 = -3165952.403578
  nChanged 694
		SP:Iteration 11Q (37471.700000 sec): 3 clusters
  Score: Raw -3169520.177683 + Penalty 3353.643472 = -3166166.534211
  nChanged 542
		SP:Iteration 12Q (37472.070000 sec): 3 clusters
  Score: Raw -3169654.696998 + Penalty 3353.643472 = -3166301.053525
  nChanged 409
		SP:Iteration 13Q (37472.420000 sec): 3 clusters
  Score: Raw -3169743.092668 + Penalty 3353.643472 = -3166389.449196
  nChanged 307
		SP:Iteration 14Q (37472.790000 sec): 3 clusters
  Score: Raw -3169816.506441 + Penalty 3353.643472 = -3166462.862968
  nChanged 295
		SP:Iteration 15Q (37473.170000 sec): 3 clusters
  Score: Raw -3169896.186091 + Penalty 3353.643472 = -3166542.542619
  nChanged 324
		SP:Iteration 16Q (37473.510000 sec): 3 clusters
  Score: Raw -3169982.459643 + Penalty 3353.643472 = -3166628.816171
  nChanged 337
		SP:Iteration 17Q (37473.850000 sec): 3 clusters
  Score: Raw -3170069.362286 + Penalty 3353.643472 = -3166715.718814
  nChanged 328
		SP:Iteration 18Q (37474.220000 sec): 3 clusters
  Score: Raw -3170149.105715 + Penalty 3353.643472 = -3166795.462243
  nChanged 309
		SP:Iteration 19Q (37474.580000 sec): 3 clusters
  Score: Raw -3170218.688792 + Penalty 3353.643472 = -3166865.045320
  nChanged 298
		SP:Iteration 20F (37474.940000 sec): 3 clusters
  Score: Raw -3170297.080166 + Penalty 3353.643472 = -3166943.436694
  nChanged 307
		SP:Iteration 21Q (37475.290000 sec): 3 clusters
  Score: Raw -3170373.941283 + Penalty 3353.643472 = -3167020.297811
  nChanged 318
		SP:Iteration 22Q (37475.670000 sec): 3 clusters
  Score: Raw -3170459.116985 + Penalty 3353.643472 = -3167105.473513
  nChanged 306
		SP:Iteration 23Q (37476.050000 sec): 3 clusters
  Score: Raw -3170538.573727 + Penalty 3353.643472 = -3167184.930255
  nChanged 287
		SP:Iteration 24Q (37476.400000 sec): 3 clusters
  Score: Raw -3170602.721625 + Penalty 3353.643472 = -3167249.078153
  nChanged 272
		SP:Iteration 25Q (37476.780000 sec): 3 clusters
  Score: Raw -3170667.596690 + Penalty 3353.643472 = -3167313.953218
  nChanged 281
		SP:Iteration 26Q (37477.120000 sec): 3 clusters
  Score: Raw -3170734.172081 + Penalty 3353.643472 = -3167380.528609
  nChanged 278
		SP:Iteration 27Q (37477.450000 sec): 3 clusters
  Score: Raw -3170793.184937 + Penalty 3353.643472 = -3167439.541464
  nChanged 250
		SP:Iteration 28Q (37477.830000 sec): 3 clusters
  Score: Raw -3170845.986920 + Penalty 3353.643472 = -3167492.343448
  nChanged 251
		SP:Iteration 29Q (37478.210000 sec): 3 clusters
  Score: Raw -3170906.331515 + Penalty 3353.643472 = -3167552.688043
  nChanged 247
		SP:Iteration 30Q (37478.520000 sec): 3 clusters
  Score: Raw -3170970.958848 + Penalty 3353.643472 = -3167617.315376
  nChanged 272
		SP:Iteration 31Q (37478.880000 sec): 3 clusters
  Score: Raw -3171037.886979 + Penalty 3353.643472 = -3167684.243507
  nChanged 244
		SP:Iteration 32Q (37479.250000 sec): 3 clusters
  Score: Raw -3171094.202864 + Penalty 3353.643472 = -3167740.559392
  nChanged 249
		SP:Iteration 33Q (37479.590000 sec): 3 clusters
  Score: Raw -3171156.183274 + Penalty 3353.643472 = -3167802.539802
  nChanged 263
		SP:Iteration 34Q (37479.910000 sec): 3 clusters
  Score: Raw -3171230.564304 + Penalty 3353.643472 = -3167876.920831
  nChanged 276
		SP:Iteration 35Q (37480.240000 sec): 3 clusters
  Score: Raw -3171309.196809 + Penalty 3353.643472 = -3167955.553337
  nChanged 280
		SP:Iteration 36Q (37480.590000 sec): 3 clusters
  Score: Raw -3171387.282392 + Penalty 3353.643472 = -3168033.638920
  nChanged 282
		SP:Iteration 37Q (37480.900000 sec): 3 clusters
  Score: Raw -3171464.218768 + Penalty 3353.643472 = -3168110.575296
  nChanged 270
		SP:Iteration 38Q (37481.250000 sec): 3 clusters
  Score: Raw -3171533.930391 + Penalty 3353.643472 = -3168180.286918
  nChanged 277
		SP:Iteration 39Q (37481.610000 sec): 3 clusters
  Score: Raw -3171607.275468 + Penalty 3353.643472 = -3168253.631996
  nChanged 253
		SP:Iteration 40F (37482.000000 sec): 3 clusters
  Score: Raw -3171678.918937 + Penalty 3353.643472 = -3168325.275465
  nChanged 256
		SP:Iteration 41Q (37482.370000 sec): 3 clusters
  Score: Raw -3171756.847673 + Penalty 3353.643472 = -3168403.204201
  nChanged 259
		SP:Iteration 42Q (37482.740000 sec): 3 clusters
  Score: Raw -3171835.694580 + Penalty 3353.643472 = -3168482.051108
  nChanged 252
		SP:Iteration 43Q (37483.080000 sec): 3 clusters
  Score: Raw -3171907.716296 + Penalty 3353.643472 = -3168554.072824
  nChanged 239
		SP:Iteration 44Q (37483.470000 sec): 3 clusters
  Score: Raw -3171981.362926 + Penalty 3353.643472 = -3168627.719454
  nChanged 212
		SP:Iteration 45Q (37483.790000 sec): 3 clusters
  Score: Raw -3172042.138076 + Penalty 3353.643472 = -3168688.494604
  nChanged 213
		SP:Iteration 46Q (37484.170000 sec): 3 clusters
  Score: Raw -3172107.071631 + Penalty 3353.643472 = -3168753.428158
  nChanged 214
		SP:Iteration 47Q (37484.610000 sec): 3 clusters
  Score: Raw -3172174.520863 + Penalty 3353.643472 = -3168820.877391
  nChanged 207
		SP:Iteration 48Q (37484.970000 sec): 3 clusters
  Score: Raw -3172234.805248 + Penalty 3353.643472 = -3168881.161776
  nChanged 193
		SP:Iteration 49Q (37485.400000 sec): 3 clusters
  Score: Raw -3172289.930876 + Penalty 3353.643472 = -3168936.287404
  nChanged 182
		SP:Iteration 50Q (37485.730000 sec): 3 clusters
  Score: Raw -3172340.513724 + Penalty 3353.643472 = -3168986.870252
  nChanged 165
		SP:Iteration 51Q (37486.110000 sec): 3 clusters
  Score: Raw -3172385.117414 + Penalty 3353.643472 = -3169031.473941
  nChanged 150
		SP:Iteration 52Q (37486.520000 sec): 3 clusters
  Score: Raw -3172424.249247 + Penalty 3353.643472 = -3169070.605775
  nChanged 136
		SP:Iteration 53Q (37486.880000 sec): 3 clusters
  Score: Raw -3172462.718030 + Penalty 3353.643472 = -3169109.074557
  nChanged 148
		SP:Iteration 54Q (37487.220000 sec): 3 clusters
  Score: Raw -3172512.759872 + Penalty 3353.643472 = -3169159.116399
  nChanged 151
		SP:Iteration 55Q (37487.560000 sec): 3 clusters
  Score: Raw -3172562.237106 + Penalty 3353.643472 = -3169208.593634
  nChanged 131
		SP:Iteration 56Q (37487.960000 sec): 3 clusters
  Score: Raw -3172601.581418 + Penalty 3353.643472 = -3169247.937946
  nChanged 127
		SP:Iteration 57Q (37488.350000 sec): 3 clusters
  Score: Raw -3172639.453080 + Penalty 3353.643472 = -3169285.809607
  nChanged 120
		SP:Iteration 58Q (37488.670000 sec): 3 clusters
  Score: Raw -3172676.654932 + Penalty 3353.643472 = -3169323.011460
  nChanged 105
		SP:Iteration 59Q (37489.010000 sec): 3 clusters
  Score: Raw -3172707.797710 + Penalty 3353.643472 = -3169354.154238
  nChanged 85
		SP:Iteration 60F (37489.360000 sec): 3 clusters
  Score: Raw -3172730.121764 + Penalty 3353.643472 = -3169376.478292
  nChanged 93
		SP:Iteration 61Q (37489.650000 sec): 3 clusters
  Score: Raw -3172754.523441 + Penalty 3353.643472 = -3169400.879969
  nChanged 84
		SP:Iteration 62Q (37490.010000 sec): 3 clusters
  Score: Raw -3172781.032837 + Penalty 3353.643472 = -3169427.389365
  nChanged 78
		SP:Iteration 63Q (37490.410000 sec): 3 clusters
  Score: Raw -3172805.373516 + Penalty 3353.643472 = -3169451.730044
  nChanged 80
		SP:Iteration 64Q (37490.780000 sec): 3 clusters
  Score: Raw -3172833.421662 + Penalty 3353.643472 = -3169479.778189
  nChanged 81
		SP:Iteration 65Q (37491.150000 sec): 3 clusters
  Score: Raw -3172858.556500 + Penalty 3353.643472 = -3169504.913027
  nChanged 68
		SP:Iteration 66Q (37491.510000 sec): 3 clusters
  Score: Raw -3172882.225967 + Penalty 3353.643472 = -3169528.582495
  nChanged 65
		SP:Iteration 67Q (37491.840000 sec): 3 clusters
  Score: Raw -3172908.253326 + Penalty 3353.643472 = -3169554.609854
  nChanged 69
		SP:Iteration 68Q (37492.170000 sec): 3 clusters
  Score: Raw -3172936.868866 + Penalty 3353.643472 = -3169583.225394
  nChanged 66
		SP:Iteration 69Q (37492.550000 sec): 3 clusters
  Score: Raw -3172960.911652 + Penalty 3353.643472 = -3169607.268180
  nChanged 51
		SP:Iteration 70Q (37492.910000 sec): 3 clusters
  Score: Raw -3172977.051533 + Penalty 3353.643472 = -3169623.408060
  nChanged 47
		SP:Iteration 71Q (37493.240000 sec): 3 clusters
  Score: Raw -3172993.119149 + Penalty 3353.643472 = -3169639.475677
  nChanged 43
		SP:Iteration 72Q (37493.600000 sec): 3 clusters
  Score: Raw -3173010.660895 + Penalty 3353.643472 = -3169657.017423
  nChanged 40
		SP:Iteration 73Q (37493.910000 sec): 3 clusters
  Score: Raw -3173023.606467 + Penalty 3353.643472 = -3169669.962994
  nChanged 32
		SP:Iteration 74Q (37494.240000 sec): 3 clusters
  Score: Raw -3173037.207684 + Penalty 3353.643472 = -3169683.564212
  nChanged 46
		SP:Iteration 75Q (37494.600000 sec): 3 clusters
  Score: Raw -3173055.375493 + Penalty 3353.643472 = -3169701.732021
  nChanged 48
		SP:Iteration 76Q (37494.910000 sec): 3 clusters
  Score: Raw -3173075.125838 + Penalty 3353.643472 = -3169721.482366
  nChanged 35
		SP:Iteration 77Q (37495.290000 sec): 3 clusters
  Score: Raw -3173091.329416 + Penalty 3353.643472 = -3169737.685944
  nChanged 47
		SP:Iteration 78Q (37495.620000 sec): 3 clusters
  Score: Raw -3173113.368840 + Penalty 3353.643472 = -3169759.725368
  nChanged 45
		SP:Iteration 79Q (37495.950000 sec): 3 clusters
  Score: Raw -3173137.929044 + Penalty 3353.643472 = -3169784.285572
  nChanged 54
		SP:Iteration 80F (37496.300000 sec): 3 clusters
  Score: Raw -3173165.115301 + Penalty 3353.643472 = -3169811.471829
  nChanged 51
		SP:Iteration 81Q (37496.610000 sec): 3 clusters
  Score: Raw -3173191.545211 + Penalty 3353.643472 = -3169837.901739
  nChanged 45
		SP:Iteration 82Q (37496.920000 sec): 3 clusters
  Score: Raw -3173211.191542 + Penalty 3353.643472 = -3169857.548070
  nChanged 32
		SP:Iteration 83Q (37497.250000 sec): 3 clusters
  Score: Raw -3173225.091456 + Penalty 3353.643472 = -3169871.447983
  nChanged 28
		SP:Iteration 84Q (37497.570000 sec): 3 clusters
  Score: Raw -3173239.568008 + Penalty 3353.643472 = -3169885.924536
  nChanged 25
		SP:Iteration 85Q (37497.920000 sec): 3 clusters
  Score: Raw -3173251.745598 + Penalty 3353.643472 = -3169898.102126
  nChanged 31
		SP:Iteration 86Q (37498.300000 sec): 3 clusters
  Score: Raw -3173264.196077 + Penalty 3353.643472 = -3169910.552605
  nChanged 21
		SP:Iteration 87Q (37498.580000 sec): 3 clusters
  Score: Raw -3173275.339631 + Penalty 3353.643472 = -3169921.696159
  nChanged 26
		SP:Iteration 88Q (37498.890000 sec): 3 clusters
  Score: Raw -3173286.508662 + Penalty 3353.643472 = -3169932.865190
  nChanged 16
		SP:Iteration 89Q (37499.180000 sec): 3 clusters
  Score: Raw -3173294.441921 + Penalty 3353.643472 = -3169940.798449
  nChanged 15
		SP:Iteration 90Q (37499.450000 sec): 3 clusters
  Score: Raw -3173302.044878 + Penalty 3353.643472 = -3169948.401406
  nChanged 9
		SP:Iteration 91Q (37499.710000 sec): 3 clusters
  Score: Raw -3173305.322528 + Penalty 3353.643472 = -3169951.679055
  nChanged 15
		SP:Iteration 92Q (37500.050000 sec): 3 clusters
  Score: Raw -3173311.843461 + Penalty 3353.643472 = -3169958.199989
  nChanged 14
		SP:Iteration 93Q (37500.400000 sec): 3 clusters
  Score: Raw -3173315.664501 + Penalty 3353.643472 = -3169962.021029
  nChanged 8
		SP:Iteration 94Q (37500.760000 sec): 3 clusters
  Score: Raw -3173320.461330 + Penalty 3353.643472 = -3169966.817858
  nChanged 11
		SP:Iteration 95Q (37501.020000 sec): 3 clusters
  Score: Raw -3173324.192326 + Penalty 3353.643472 = -3169970.548853
  nChanged 5
		SP:Iteration 96Q (37501.290000 sec): 3 clusters
  Score: Raw -3173326.864227 + Penalty 3353.643472 = -3169973.220755
  nChanged 9
		SP:Iteration 97Q (37501.590000 sec): 3 clusters
  Score: Raw -3173330.635247 + Penalty 3353.643472 = -3169976.991775
  nChanged 4
		SP:Iteration 98Q (37501.940000 sec): 3 clusters
  Score: Raw -3173331.753897 + Penalty 3353.643472 = -3169978.110424
  nChanged 5
		SP:Iteration 99Q (37502.220000 sec): 3 clusters
  Score: Raw -3173332.795341 + Penalty 3353.643472 = -3169979.151869
  nChanged 1
		SP:Iteration 100F (37502.560000 sec): 3 clusters
  Score: Raw -3173333.258881 + Penalty 3353.643472 = -3169979.615409
  nChanged 2
		SP:Iteration 101Q (37502.890000 sec): 3 clusters
  Score: Raw -3173334.061823 + Penalty 3353.643472 = -3169980.418351
  nChanged 4
		SP:Iteration 102Q (37503.220000 sec): 3 clusters
  Score: Raw -3173335.253140 + Penalty 3353.643472 = -3169981.609667
  nChanged 2
		SP:Iteration 103Q (37503.570000 sec): 3 clusters
  Score: Raw -3173336.369581 + Penalty 3353.643472 = -3169982.726109
  nChanged 2
		SP:Iteration 104Q (37503.910000 sec): 3 clusters
  Score: Raw -3173337.115097 + Penalty 3353.643472 = -3169983.471625
  nChanged 0
		SP:Iteration 105F (37504.240000 sec): 3 clusters
  Score: Raw -3173337.115097 + Penalty 3353.643472 = -3169983.471625
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 23 (412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37504.340000 sec): 2 clusters
  Score: Raw -46829.726687 + Penalty 978.416294 = -45851.310393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37504.520000 sec): 3 clusters
  Score: Raw -46788.335764 + Penalty 1956.832589 = -44831.503175
  nChanged 95
		SP:Iteration 1F (37504.660000 sec): 3 clusters
  Score: Raw -46967.084195 + Penalty 1956.832589 = -45010.251607
  nChanged 29
		SP:Iteration 2F (37504.800000 sec): 3 clusters
  Score: Raw -47038.426336 + Penalty 1956.832589 = -45081.593747
  nChanged 11
		SP:Iteration 3Q (37504.990000 sec): 3 clusters
  Score: Raw -47059.328044 + Penalty 1956.832589 = -45102.495456
  nChanged 9
		SP:Iteration 4Q (37505.120000 sec): 3 clusters
  Score: Raw -47077.461636 + Penalty 1956.832589 = -45120.629048
  nChanged 2
		SP:Iteration 5Q (37505.370000 sec): 3 clusters
  Score: Raw -47085.709854 + Penalty 1956.832589 = -45128.877266
  nChanged 4
		SP:Iteration 6Q (37505.570000 sec): 3 clusters
  Score: Raw -47092.369212 + Penalty 1956.832589 = -45135.536624
  nChanged 0
		SP:Iteration 7F (37505.750000 sec): 3 clusters
  Score: Raw -47092.369212 + Penalty 1956.832589 = -45135.536624
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 24 (12830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37505.920000 sec): 2 clusters
  Score: Raw -1454198.004454 + Penalty 1537.175487 = -1452660.828967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37506.250000 sec): 3 clusters
  Score: Raw -1446743.139046 + Penalty 3074.350974 = -1443668.788072
  nChanged 5597
		SP:Iteration 1F (37506.450000 sec): 3 clusters
  Score: Raw -1449855.868231 + Penalty 3074.350974 = -1446781.517257
  nChanged 775
		SP:Iteration 2F (37506.760000 sec): 3 clusters
  Score: Raw -1450217.071721 + Penalty 3074.350974 = -1447142.720748
  nChanged 735
		SP:Iteration 3F (37507.070000 sec): 3 clusters
  Score: Raw -1450591.856406 + Penalty 3074.350974 = -1447517.505432
  nChanged 710
		SP:Iteration 4F (37507.350000 sec): 3 clusters
  Score: Raw -1450957.480046 + Penalty 3074.350974 = -1447883.129072
  nChanged 677
		SP:Iteration 5F (37507.610000 sec): 3 clusters
  Score: Raw -1451290.874903 + Penalty 3074.350974 = -1448216.523929
  nChanged 627
		SP:Iteration 6Q (37507.940000 sec): 3 clusters
  Score: Raw -1451606.754935 + Penalty 3074.350974 = -1448532.403961
  nChanged 592
		SP:Iteration 7Q (37508.230000 sec): 3 clusters
  Score: Raw -1451884.555345 + Penalty 3074.350974 = -1448810.204371
  nChanged 526
		SP:Iteration 8Q (37508.520000 sec): 3 clusters
  Score: Raw -1452119.458145 + Penalty 3074.350974 = -1449045.107171
  nChanged 452
		SP:Iteration 9Q (37508.760000 sec): 3 clusters
  Score: Raw -1452316.145587 + Penalty 3074.350974 = -1449241.794613
  nChanged 436
		SP:Iteration 10Q (37509.050000 sec): 3 clusters
  Score: Raw -1452498.942569 + Penalty 3074.350974 = -1449424.591595
  nChanged 431
		SP:Iteration 11Q (37509.300000 sec): 3 clusters
  Score: Raw -1452690.262105 + Penalty 3074.350974 = -1449615.911131
  nChanged 392
		SP:Iteration 12Q (37509.570000 sec): 3 clusters
  Score: Raw -1452854.003199 + Penalty 3074.350974 = -1449779.652226
  nChanged 370
		SP:Iteration 13Q (37509.860000 sec): 3 clusters
  Score: Raw -1453010.370092 + Penalty 3074.350974 = -1449936.019118
  nChanged 312
		SP:Iteration 14Q (37510.130000 sec): 3 clusters
  Score: Raw -1453138.936689 + Penalty 3074.350974 = -1450064.585715
  nChanged 269
		SP:Iteration 15Q (37510.380000 sec): 3 clusters
  Score: Raw -1453246.936699 + Penalty 3074.350974 = -1450172.585725
  nChanged 253
		SP:Iteration 16Q (37510.700000 sec): 3 clusters
  Score: Raw -1453352.494300 + Penalty 3074.350974 = -1450278.143326
  nChanged 255
		SP:Iteration 17Q (37510.930000 sec): 3 clusters
  Score: Raw -1453455.635873 + Penalty 3074.350974 = -1450381.284900
  nChanged 249
		SP:Iteration 18Q (37511.220000 sec): 3 clusters
  Score: Raw -1453557.303876 + Penalty 3074.350974 = -1450482.952902
  nChanged 241
		SP:Iteration 19Q (37511.480000 sec): 3 clusters
  Score: Raw -1453667.694574 + Penalty 3074.350974 = -1450593.343600
  nChanged 250
		SP:Iteration 20F (37511.730000 sec): 3 clusters
  Score: Raw -1453785.569613 + Penalty 3074.350974 = -1450711.218639
  nChanged 242
		SP:Iteration 21Q (37512.070000 sec): 3 clusters
  Score: Raw -1453920.097103 + Penalty 3074.350974 = -1450845.746130
  nChanged 234
		SP:Iteration 22Q (37512.340000 sec): 3 clusters
  Score: Raw -1454056.131203 + Penalty 3074.350974 = -1450981.780229
  nChanged 209
		SP:Iteration 23Q (37512.670000 sec): 3 clusters
  Score: Raw -1454168.681859 + Penalty 3074.350974 = -1451094.330885
  nChanged 194
		SP:Iteration 24Q (37512.890000 sec): 3 clusters
  Score: Raw -1454278.283499 + Penalty 3074.350974 = -1451203.932525
  nChanged 174
		SP:Iteration 25Q (37513.180000 sec): 3 clusters
  Score: Raw -1454387.061712 + Penalty 3074.350974 = -1451312.710738
  nChanged 164
		SP:Iteration 26Q (37513.390000 sec): 3 clusters
  Score: Raw -1454498.536297 + Penalty 3074.350974 = -1451424.185323
  nChanged 152
		SP:Iteration 27Q (37513.680000 sec): 3 clusters
  Score: Raw -1454585.675455 + Penalty 3074.350974 = -1451511.324482
  nChanged 93
		SP:Iteration 28Q (37513.920000 sec): 3 clusters
  Score: Raw -1454644.800740 + Penalty 3074.350974 = -1451570.449766
  nChanged 79
		SP:Iteration 29Q (37514.170000 sec): 3 clusters
  Score: Raw -1454704.900373 + Penalty 3074.350974 = -1451630.549399
  nChanged 68
		SP:Iteration 30Q (37514.400000 sec): 3 clusters
  Score: Raw -1454760.249529 + Penalty 3074.350974 = -1451685.898555
  nChanged 82
		SP:Iteration 31Q (37514.660000 sec): 3 clusters
  Score: Raw -1454814.118430 + Penalty 3074.350974 = -1451739.767457
  nChanged 67
		SP:Iteration 32Q (37514.940000 sec): 3 clusters
  Score: Raw -1454869.604347 + Penalty 3074.350974 = -1451795.253373
  nChanged 64
		SP:Iteration 33Q (37515.180000 sec): 3 clusters
  Score: Raw -1454917.122069 + Penalty 3074.350974 = -1451842.771095
  nChanged 49
		SP:Iteration 34Q (37515.360000 sec): 3 clusters
  Score: Raw -1454945.013465 + Penalty 3074.350974 = -1451870.662491
  nChanged 28
		SP:Iteration 35Q (37515.560000 sec): 3 clusters
  Score: Raw -1454965.084289 + Penalty 3074.350974 = -1451890.733315
  nChanged 34
		SP:Iteration 36Q (37515.800000 sec): 3 clusters
  Score: Raw -1454989.311283 + Penalty 3074.350974 = -1451914.960309
  nChanged 27
		SP:Iteration 37Q (37516.090000 sec): 3 clusters
  Score: Raw -1455006.207070 + Penalty 3074.350974 = -1451931.856096
  nChanged 19
		SP:Iteration 38Q (37516.300000 sec): 3 clusters
  Score: Raw -1455018.113826 + Penalty 3074.350974 = -1451943.762852
  nChanged 10
		SP:Iteration 39Q (37516.580000 sec): 3 clusters
  Score: Raw -1455024.375254 + Penalty 3074.350974 = -1451950.024280
  nChanged 15
		SP:Iteration 40F (37516.800000 sec): 3 clusters
  Score: Raw -1455032.809596 + Penalty 3074.350974 = -1451958.458623
  nChanged 13
		SP:Iteration 41Q (37517.140000 sec): 3 clusters
  Score: Raw -1455038.928849 + Penalty 3074.350974 = -1451964.577875
  nChanged 9
		SP:Iteration 42Q (37517.380000 sec): 3 clusters
  Score: Raw -1455041.640227 + Penalty 3074.350974 = -1451967.289253
  nChanged 6
		SP:Iteration 43Q (37517.630000 sec): 3 clusters
  Score: Raw -1455043.333719 + Penalty 3074.350974 = -1451968.982745
  nChanged 2
		SP:Iteration 44Q (37517.910000 sec): 3 clusters
  Score: Raw -1455044.253795 + Penalty 3074.350974 = -1451969.902821
  nChanged 1
		SP:Iteration 45Q (37518.130000 sec): 3 clusters
  Score: Raw -1455044.786105 + Penalty 3074.350974 = -1451970.435132
  nChanged 1
		SP:Iteration 46Q (37518.390000 sec): 3 clusters
  Score: Raw -1455045.598603 + Penalty 3074.350974 = -1451971.247629
  nChanged 1
		SP:Iteration 47Q (37518.670000 sec): 3 clusters
  Score: Raw -1455045.841772 + Penalty 3074.350974 = -1451971.490799
  nChanged 0
		SP:Iteration 48F (37518.950000 sec): 3 clusters
  Score: Raw -1455045.841772 + Penalty 3074.350974 = -1451971.490799
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37519.030000 sec): 2 clusters
  Score: Raw -14668.911909 + Penalty 814.228235 = -13854.683674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37519.200000 sec): 3 clusters
  Score: Raw -14861.854941 + Penalty 1628.456471 = -13233.398470
  nChanged 18
		SP:Iteration 1F (37519.390000 sec): 3 clusters
  Score: Raw -14912.420165 + Penalty 1628.456471 = -13283.963695
  nChanged 3
		SP:Iteration 2Q (37519.510000 sec): 3 clusters
  Score: Raw -14925.928674 + Penalty 1628.456471 = -13297.472203
  nChanged 0
		SP:Iteration 3F (37519.700000 sec): 3 clusters
  Score: Raw -14925.928674 + Penalty 1628.456471 = -13297.472203
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 26 (92644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37520.200000 sec): 2 clusters
  Score: Raw -10915082.534958 + Penalty 1858.434414 = -10913224.100544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37520.830000 sec): 3 clusters
  Score: Raw -10855121.385745 + Penalty 3716.868828 = -10851404.516917
  nChanged 44143
		SP:Iteration 1F (37521.440000 sec): 3 clusters
  Score: Raw -10881715.143615 + Penalty 3716.868828 = -10877998.274787
  nChanged 4795
		SP:Iteration 2F (37522.090000 sec): 3 clusters
  Score: Raw -10883785.637776 + Penalty 3716.868828 = -10880068.768948
  nChanged 5490
		SP:Iteration 3F (37522.660000 sec): 3 clusters
  Score: Raw -10886464.417028 + Penalty 3716.868828 = -10882747.548201
  nChanged 5964
		SP:Iteration 4F (37523.360000 sec): 3 clusters
  Score: Raw -10889476.804593 + Penalty 3716.868828 = -10885759.935766
  nChanged 5817
		SP:Iteration 5F (37523.960000 sec): 3 clusters
  Score: Raw -10892433.694977 + Penalty 3716.868828 = -10888716.826149
  nChanged 5369
		SP:Iteration 6F (37524.650000 sec): 3 clusters
  Score: Raw -10895245.921870 + Penalty 3716.868828 = -10891529.053042
  nChanged 4821
		SP:Iteration 7F (37525.230000 sec): 3 clusters
  Score: Raw -10897844.788409 + Penalty 3716.868828 = -10894127.919581
  nChanged 4298
		SP:Iteration 8Q (37525.860000 sec): 3 clusters
  Score: Raw -10900296.792704 + Penalty 3716.868828 = -10896579.923876
  nChanged 3900
		SP:Iteration 9Q (37526.450000 sec): 3 clusters
  Score: Raw -10902717.915723 + Penalty 3716.868828 = -10899001.046895
  nChanged 3575
		SP:Iteration 10Q (37527.120000 sec): 3 clusters
  Score: Raw -10905208.992521 + Penalty 3716.868828 = -10901492.123693
  nChanged 3261
		SP:Iteration 11Q (37527.750000 sec): 3 clusters
  Score: Raw -10907781.937017 + Penalty 3716.868828 = -10904065.068189
  nChanged 2829
		SP:Iteration 12Q (37528.400000 sec): 3 clusters
  Score: Raw -10910282.878174 + Penalty 3716.868828 = -10906566.009347
  nChanged 2198
		SP:Iteration 13Q (37529.040000 sec): 3 clusters
  Score: Raw -10912308.432779 + Penalty 3716.868828 = -10908591.563952
  nChanged 1475
		SP:Iteration 14Q (37529.780000 sec): 3 clusters
  Score: Raw -10913661.944005 + Penalty 3716.868828 = -10909945.075178
  nChanged 873
		SP:Iteration 15Q (37530.390000 sec): 3 clusters
  Score: Raw -10914439.213252 + Penalty 3716.868828 = -10910722.344425
  nChanged 511
		SP:Iteration 16Q (37530.950000 sec): 3 clusters
  Score: Raw -10914891.134467 + Penalty 3716.868828 = -10911174.265639
  nChanged 309
		SP:Iteration 17Q (37531.520000 sec): 3 clusters
  Score: Raw -10915151.773355 + Penalty 3716.868828 = -10911434.904527
  nChanged 203
		SP:Iteration 18Q (37532.060000 sec): 3 clusters
  Score: Raw -10915315.202782 + Penalty 3716.868828 = -10911598.333955
  nChanged 138
		SP:Iteration 19Q (37532.720000 sec): 3 clusters
  Score: Raw -10915415.492393 + Penalty 3716.868828 = -10911698.623565
  nChanged 105
		SP:Iteration 20F (37533.280000 sec): 3 clusters
  Score: Raw -10915472.490282 + Penalty 3716.868828 = -10911755.621454
  nChanged 82
		SP:Iteration 21Q (37533.850000 sec): 3 clusters
  Score: Raw -10915517.214802 + Penalty 3716.868828 = -10911800.345975
  nChanged 73
		SP:Iteration 22Q (37534.400000 sec): 3 clusters
  Score: Raw -10915564.045116 + Penalty 3716.868828 = -10911847.176288
  nChanged 58
		SP:Iteration 23Q (37535.000000 sec): 3 clusters
  Score: Raw -10915601.760861 + Penalty 3716.868828 = -10911884.892034
  nChanged 52
		SP:Iteration 24Q (37535.610000 sec): 3 clusters
  Score: Raw -10915635.416551 + Penalty 3716.868828 = -10911918.547724
  nChanged 43
		SP:Iteration 25Q (37536.170000 sec): 3 clusters
  Score: Raw -10915657.415834 + Penalty 3716.868828 = -10911940.547006
  nChanged 23
		SP:Iteration 26Q (37536.680000 sec): 3 clusters
  Score: Raw -10915666.572445 + Penalty 3716.868828 = -10911949.703617
  nChanged 28
		SP:Iteration 27Q (37537.220000 sec): 3 clusters
  Score: Raw -10915675.309323 + Penalty 3716.868828 = -10911958.440495
  nChanged 14
		SP:Iteration 28Q (37537.760000 sec): 3 clusters
  Score: Raw -10915679.601894 + Penalty 3716.868828 = -10911962.733066
  nChanged 12
		SP:Iteration 29Q (37538.340000 sec): 3 clusters
  Score: Raw -10915682.553523 + Penalty 3716.868828 = -10911965.684695
  nChanged 9
		SP:Iteration 30Q (37538.880000 sec): 3 clusters
  Score: Raw -10915686.073280 + Penalty 3716.868828 = -10911969.204452
  nChanged 9
		SP:Iteration 31Q (37539.370000 sec): 3 clusters
  Score: Raw -10915688.359136 + Penalty 3716.868828 = -10911971.490308
  nChanged 9
		SP:Iteration 32Q (37539.900000 sec): 3 clusters
  Score: Raw -10915690.960991 + Penalty 3716.868828 = -10911974.092163
  nChanged 6
		SP:Iteration 33Q (37540.400000 sec): 3 clusters
  Score: Raw -10915692.562799 + Penalty 3716.868828 = -10911975.693972
  nChanged 7
		SP:Iteration 34Q (37540.910000 sec): 3 clusters
  Score: Raw -10915695.334428 + Penalty 3716.868828 = -10911978.465601
  nChanged 5
		SP:Iteration 35Q (37541.450000 sec): 3 clusters
  Score: Raw -10915697.716249 + Penalty 3716.868828 = -10911980.847421
  nChanged 11
		SP:Iteration 36Q (37541.950000 sec): 3 clusters
  Score: Raw -10915700.915407 + Penalty 3716.868828 = -10911984.046579
  nChanged 9
		SP:Iteration 37Q (37542.500000 sec): 3 clusters
  Score: Raw -10915704.053229 + Penalty 3716.868828 = -10911987.184402
  nChanged 7
		SP:Iteration 38Q (37543.080000 sec): 3 clusters
  Score: Raw -10915706.211099 + Penalty 3716.868828 = -10911989.342272
  nChanged 4
		SP:Iteration 39Q (37543.630000 sec): 3 clusters
  Score: Raw -10915708.031748 + Penalty 3716.868828 = -10911991.162920
  nChanged 3
		SP:Iteration 40F (37544.290000 sec): 3 clusters
  Score: Raw -10915708.987836 + Penalty 3716.868828 = -10911992.119009
  nChanged 6
		SP:Iteration 41Q (37544.880000 sec): 3 clusters
  Score: Raw -10915711.037274 + Penalty 3716.868828 = -10911994.168446
  nChanged 4
		SP:Iteration 42Q (37545.480000 sec): 3 clusters
  Score: Raw -10915712.265739 + Penalty 3716.868828 = -10911995.396911
  nChanged 3
		SP:Iteration 43Q (37546.060000 sec): 3 clusters
  Score: Raw -10915713.086504 + Penalty 3716.868828 = -10911996.217676
  nChanged 3
		SP:Iteration 44Q (37546.660000 sec): 3 clusters
  Score: Raw -10915713.887303 + Penalty 3716.868828 = -10911997.018476
  nChanged 0
		SP:Iteration 45F (37547.280000 sec): 3 clusters
  Score: Raw -10915713.887303 + Penalty 3716.868828 = -10911997.018476
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (11933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37547.440000 sec): 2 clusters
  Score: Raw -1333000.970692 + Penalty 1525.397729 = -1331475.572963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37547.730000 sec): 3 clusters
  Score: Raw -1326123.520131 + Penalty 3050.795459 = -1323072.724672
  nChanged 5229
		SP:Iteration 1F (37547.990000 sec): 3 clusters
  Score: Raw -1329042.376883 + Penalty 3050.795459 = -1325991.581424
  nChanged 772
		SP:Iteration 2F (37548.290000 sec): 3 clusters
  Score: Raw -1329453.183888 + Penalty 3050.795459 = -1326402.388429
  nChanged 779
		SP:Iteration 3F (37548.510000 sec): 3 clusters
  Score: Raw -1329932.933985 + Penalty 3050.795459 = -1326882.138526
  nChanged 821
		SP:Iteration 4F (37548.800000 sec): 3 clusters
  Score: Raw -1330479.112651 + Penalty 3050.795459 = -1327428.317192
  nChanged 762
		SP:Iteration 5F (37549.020000 sec): 3 clusters
  Score: Raw -1331026.444402 + Penalty 3050.795459 = -1327975.648943
  nChanged 724
		SP:Iteration 6F (37549.280000 sec): 3 clusters
  Score: Raw -1331579.796625 + Penalty 3050.795459 = -1328529.001166
  nChanged 630
		SP:Iteration 7F (37549.520000 sec): 3 clusters
  Score: Raw -1332053.596150 + Penalty 3050.795459 = -1329002.800691
  nChanged 532
		SP:Iteration 8Q (37549.760000 sec): 3 clusters
  Score: Raw -1332406.313165 + Penalty 3050.795459 = -1329355.517706
  nChanged 350
		SP:Iteration 9Q (37550.000000 sec): 3 clusters
  Score: Raw -1332600.574810 + Penalty 3050.795459 = -1329549.779351
  nChanged 252
		SP:Iteration 10Q (37550.320000 sec): 3 clusters
  Score: Raw -1332733.509986 + Penalty 3050.795459 = -1329682.714527
  nChanged 184
		SP:Iteration 11Q (37550.570000 sec): 3 clusters
  Score: Raw -1332824.462386 + Penalty 3050.795459 = -1329773.666927
  nChanged 157
		SP:Iteration 12Q (37550.840000 sec): 3 clusters
  Score: Raw -1332894.481485 + Penalty 3050.795459 = -1329843.686027
  nChanged 105
		SP:Iteration 13Q (37551.020000 sec): 3 clusters
  Score: Raw -1332936.187396 + Penalty 3050.795459 = -1329885.391937
  nChanged 88
		SP:Iteration 14Q (37551.260000 sec): 3 clusters
  Score: Raw -1332967.082882 + Penalty 3050.795459 = -1329916.287423
  nChanged 77
		SP:Iteration 15Q (37551.480000 sec): 3 clusters
  Score: Raw -1332992.563469 + Penalty 3050.795459 = -1329941.768011
  nChanged 66
		SP:Iteration 16Q (37551.770000 sec): 3 clusters
  Score: Raw -1333015.673024 + Penalty 3050.795459 = -1329964.877565
  nChanged 67
		SP:Iteration 17Q (37552.010000 sec): 3 clusters
  Score: Raw -1333042.454944 + Penalty 3050.795459 = -1329991.659485
  nChanged 63
		SP:Iteration 18Q (37552.250000 sec): 3 clusters
  Score: Raw -1333070.092244 + Penalty 3050.795459 = -1330019.296785
  nChanged 59
		SP:Iteration 19Q (37552.480000 sec): 3 clusters
  Score: Raw -1333094.183648 + Penalty 3050.795459 = -1330043.388189
  nChanged 55
		SP:Iteration 20F (37552.700000 sec): 3 clusters
  Score: Raw -1333116.092629 + Penalty 3050.795459 = -1330065.297170
  nChanged 47
		SP:Iteration 21Q (37552.940000 sec): 3 clusters
  Score: Raw -1333136.080639 + Penalty 3050.795459 = -1330085.285180
  nChanged 46
		SP:Iteration 22Q (37553.180000 sec): 3 clusters
  Score: Raw -1333151.362628 + Penalty 3050.795459 = -1330100.567169
  nChanged 39
		SP:Iteration 23Q (37553.430000 sec): 3 clusters
  Score: Raw -1333164.328973 + Penalty 3050.795459 = -1330113.533514
  nChanged 34
		SP:Iteration 24Q (37553.710000 sec): 3 clusters
  Score: Raw -1333177.707976 + Penalty 3050.795459 = -1330126.912517
  nChanged 31
		SP:Iteration 25Q (37553.930000 sec): 3 clusters
  Score: Raw -1333191.184513 + Penalty 3050.795459 = -1330140.389054
  nChanged 33
		SP:Iteration 26Q (37554.130000 sec): 3 clusters
  Score: Raw -1333206.869811 + Penalty 3050.795459 = -1330156.074352
  nChanged 34
		SP:Iteration 27Q (37554.350000 sec): 3 clusters
  Score: Raw -1333223.371024 + Penalty 3050.795459 = -1330172.575565
  nChanged 32
		SP:Iteration 28Q (37554.630000 sec): 3 clusters
  Score: Raw -1333243.455525 + Penalty 3050.795459 = -1330192.660066
  nChanged 30
		SP:Iteration 29Q (37554.890000 sec): 3 clusters
  Score: Raw -1333263.610051 + Penalty 3050.795459 = -1330212.814592
  nChanged 26
		SP:Iteration 30Q (37555.150000 sec): 3 clusters
  Score: Raw -1333278.859656 + Penalty 3050.795459 = -1330228.064197
  nChanged 24
		SP:Iteration 31Q (37555.480000 sec): 3 clusters
  Score: Raw -1333288.628903 + Penalty 3050.795459 = -1330237.833444
  nChanged 20
		SP:Iteration 32Q (37555.750000 sec): 3 clusters
  Score: Raw -1333301.344997 + Penalty 3050.795459 = -1330250.549538
  nChanged 23
		SP:Iteration 33Q (37556.030000 sec): 3 clusters
  Score: Raw -1333312.416518 + Penalty 3050.795459 = -1330261.621060
  nChanged 15
		SP:Iteration 34Q (37556.310000 sec): 3 clusters
  Score: Raw -1333318.558197 + Penalty 3050.795459 = -1330267.762739
  nChanged 16
		SP:Iteration 35Q (37556.580000 sec): 3 clusters
  Score: Raw -1333325.031115 + Penalty 3050.795459 = -1330274.235656
  nChanged 15
		SP:Iteration 36Q (37556.870000 sec): 3 clusters
  Score: Raw -1333329.647331 + Penalty 3050.795459 = -1330278.851872
  nChanged 7
		SP:Iteration 37Q (37557.140000 sec): 3 clusters
  Score: Raw -1333331.950696 + Penalty 3050.795459 = -1330281.155237
  nChanged 6
		SP:Iteration 38Q (37557.370000 sec): 3 clusters
  Score: Raw -1333334.959178 + Penalty 3050.795459 = -1330284.163719
  nChanged 10
		SP:Iteration 39Q (37557.600000 sec): 3 clusters
  Score: Raw -1333338.116580 + Penalty 3050.795459 = -1330287.321121
  nChanged 6
		SP:Iteration 40F (37557.790000 sec): 3 clusters
  Score: Raw -1333339.289612 + Penalty 3050.795459 = -1330288.494153
  nChanged 3
		SP:Iteration 41Q (37557.990000 sec): 3 clusters
  Score: Raw -1333340.486821 + Penalty 3050.795459 = -1330289.691362
  nChanged 4
		SP:Iteration 42Q (37558.190000 sec): 3 clusters
  Score: Raw -1333341.688561 + Penalty 3050.795459 = -1330290.893102
  nChanged 5
		SP:Iteration 43Q (37558.390000 sec): 3 clusters
  Score: Raw -1333342.927126 + Penalty 3050.795459 = -1330292.131667
  nChanged 6
		SP:Iteration 44Q (37558.550000 sec): 3 clusters
  Score: Raw -1333344.686359 + Penalty 3050.795459 = -1330293.890901
  nChanged 6
		SP:Iteration 45Q (37558.730000 sec): 3 clusters
  Score: Raw -1333347.437287 + Penalty 3050.795459 = -1330296.641828
  nChanged 10
		SP:Iteration 46Q (37558.900000 sec): 3 clusters
  Score: Raw -1333351.184598 + Penalty 3050.795459 = -1330300.389140
  nChanged 9
		SP:Iteration 47Q (37559.140000 sec): 3 clusters
  Score: Raw -1333354.970989 + Penalty 3050.795459 = -1330304.175530
  nChanged 9
		SP:Iteration 48Q (37559.300000 sec): 3 clusters
  Score: Raw -1333359.264654 + Penalty 3050.795459 = -1330308.469195
  nChanged 7
		SP:Iteration 49Q (37559.490000 sec): 3 clusters
  Score: Raw -1333361.242497 + Penalty 3050.795459 = -1330310.447038
  nChanged 4
		SP:Iteration 50Q (37559.690000 sec): 3 clusters
  Score: Raw -1333364.805841 + Penalty 3050.795459 = -1330314.010382
  nChanged 4
		SP:Iteration 51Q (37559.890000 sec): 3 clusters
  Score: Raw -1333367.230351 + Penalty 3050.795459 = -1330316.434892
  nChanged 9
		SP:Iteration 52Q (37560.070000 sec): 3 clusters
  Score: Raw -1333371.913429 + Penalty 3050.795459 = -1330321.117970
  nChanged 6
		SP:Iteration 53Q (37560.300000 sec): 3 clusters
  Score: Raw -1333374.257213 + Penalty 3050.795459 = -1330323.461754
  nChanged 5
		SP:Iteration 54Q (37560.530000 sec): 3 clusters
  Score: Raw -1333376.843752 + Penalty 3050.795459 = -1330326.048293
  nChanged 3
		SP:Iteration 55Q (37560.750000 sec): 3 clusters
  Score: Raw -1333377.588597 + Penalty 3050.795459 = -1330326.793138
  nChanged 0
		SP:Iteration 56F (37560.990000 sec): 3 clusters
  Score: Raw -1333377.588597 + Penalty 3050.795459 = -1330326.793138
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (68377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37561.420000 sec): 2 clusters
  Score: Raw -7615722.060266 + Penalty 1809.078666 = -7613912.981600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37561.910000 sec): 3 clusters
  Score: Raw -7571832.187101 + Penalty 3618.157332 = -7568214.029769
  nChanged 32373
		SP:Iteration 1F (37562.450000 sec): 3 clusters
  Score: Raw -7590819.072287 + Penalty 3618.157332 = -7587200.914955
  nChanged 2839
		SP:Iteration 2Q (37563.020000 sec): 3 clusters
  Score: Raw -7591821.680404 + Penalty 3618.157332 = -7588203.523072
  nChanged 3034
		SP:Iteration 3Q (37563.550000 sec): 3 clusters
  Score: Raw -7593128.912392 + Penalty 3618.157332 = -7589510.755061
  nChanged 3399
		SP:Iteration 4Q (37564.120000 sec): 3 clusters
  Score: Raw -7594766.722211 + Penalty 3618.157332 = -7591148.564879
  nChanged 3595
		SP:Iteration 5F (37564.700000 sec): 3 clusters
  Score: Raw -7596650.527850 + Penalty 3618.157332 = -7593032.370518
  nChanged 3683
		SP:Iteration 6F (37565.200000 sec): 3 clusters
  Score: Raw -7598767.680708 + Penalty 3618.157332 = -7595149.523376
  nChanged 3749
		SP:Iteration 7F (37565.720000 sec): 3 clusters
  Score: Raw -7600978.316968 + Penalty 3618.157332 = -7597360.159636
  nChanged 3513
		SP:Iteration 8F (37566.300000 sec): 3 clusters
  Score: Raw -7602994.629605 + Penalty 3618.157332 = -7599376.472274
  nChanged 3006
		SP:Iteration 9Q (37566.900000 sec): 3 clusters
  Score: Raw -7604624.577722 + Penalty 3618.157332 = -7601006.420390
  nChanged 2630
		SP:Iteration 10Q (37567.460000 sec): 3 clusters
  Score: Raw -7605780.783101 + Penalty 3618.157332 = -7602162.625770
  nChanged 2064
		SP:Iteration 11Q (37568.050000 sec): 3 clusters
  Score: Raw -7606605.505848 + Penalty 3618.157332 = -7602987.348517
  nChanged 1750
		SP:Iteration 12Q (37568.610000 sec): 3 clusters
  Score: Raw -7607257.461039 + Penalty 3618.157332 = -7603639.303707
  nChanged 1486
		SP:Iteration 13Q (37569.170000 sec): 3 clusters
  Score: Raw -7607791.818306 + Penalty 3618.157332 = -7604173.660974
  nChanged 1367
		SP:Iteration 14Q (37569.740000 sec): 3 clusters
  Score: Raw -7608303.021294 + Penalty 3618.157332 = -7604684.863962
  nChanged 1259
		SP:Iteration 15Q (37570.310000 sec): 3 clusters
  Score: Raw -7608781.761214 + Penalty 3618.157332 = -7605163.603882
  nChanged 1316
		SP:Iteration 16Q (37570.830000 sec): 3 clusters
  Score: Raw -7609280.147224 + Penalty 3618.157332 = -7605661.989893
  nChanged 1270
		SP:Iteration 17Q (37571.330000 sec): 3 clusters
  Score: Raw -7609774.708407 + Penalty 3618.157332 = -7606156.551075
  nChanged 1279
		SP:Iteration 18Q (37571.900000 sec): 3 clusters
  Score: Raw -7610305.626234 + Penalty 3618.157332 = -7606687.468902
  nChanged 1317
		SP:Iteration 19Q (37572.510000 sec): 3 clusters
  Score: Raw -7610877.395854 + Penalty 3618.157332 = -7607259.238523
  nChanged 1338
		SP:Iteration 20F (37573.100000 sec): 3 clusters
  Score: Raw -7611502.720927 + Penalty 3618.157332 = -7607884.563595
  nChanged 1334
		SP:Iteration 21Q (37573.620000 sec): 3 clusters
  Score: Raw -7612161.214081 + Penalty 3618.157332 = -7608543.056749
  nChanged 1282
		SP:Iteration 22Q (37574.070000 sec): 3 clusters
  Score: Raw -7612843.290897 + Penalty 3618.157332 = -7609225.133565
  nChanged 1202
		SP:Iteration 23Q (37574.580000 sec): 3 clusters
  Score: Raw -7613488.058519 + Penalty 3618.157332 = -7609869.901187
  nChanged 1055
		SP:Iteration 24Q (37575.120000 sec): 3 clusters
  Score: Raw -7614048.055804 + Penalty 3618.157332 = -7610429.898472
  nChanged 872
		SP:Iteration 25Q (37575.670000 sec): 3 clusters
  Score: Raw -7614494.963614 + Penalty 3618.157332 = -7610876.806283
  nChanged 717
		SP:Iteration 26Q (37576.180000 sec): 3 clusters
  Score: Raw -7614873.362244 + Penalty 3618.157332 = -7611255.204912
  nChanged 605
		SP:Iteration 27Q (37576.690000 sec): 3 clusters
  Score: Raw -7615204.702246 + Penalty 3618.157332 = -7611586.544914
  nChanged 431
		SP:Iteration 28Q (37577.170000 sec): 3 clusters
  Score: Raw -7615452.046621 + Penalty 3618.157332 = -7611833.889289
  nChanged 317
		SP:Iteration 29Q (37577.650000 sec): 3 clusters
  Score: Raw -7615621.642528 + Penalty 3618.157332 = -7612003.485196
  nChanged 207
		SP:Iteration 30Q (37578.210000 sec): 3 clusters
  Score: Raw -7615736.368303 + Penalty 3618.157332 = -7612118.210971
  nChanged 149
		SP:Iteration 31Q (37578.750000 sec): 3 clusters
  Score: Raw -7615811.398857 + Penalty 3618.157332 = -7612193.241525
  nChanged 112
		SP:Iteration 32Q (37579.350000 sec): 3 clusters
  Score: Raw -7615865.683189 + Penalty 3618.157332 = -7612247.525857
  nChanged 80
		SP:Iteration 33Q (37579.850000 sec): 3 clusters
  Score: Raw -7615902.379597 + Penalty 3618.157332 = -7612284.222265
  nChanged 61
		SP:Iteration 34Q (37580.390000 sec): 3 clusters
  Score: Raw -7615925.535652 + Penalty 3618.157332 = -7612307.378320
  nChanged 47
		SP:Iteration 35Q (37580.970000 sec): 3 clusters
  Score: Raw -7615945.637961 + Penalty 3618.157332 = -7612327.480629
  nChanged 42
		SP:Iteration 36Q (37581.480000 sec): 3 clusters
  Score: Raw -7615966.759855 + Penalty 3618.157332 = -7612348.602524
  nChanged 38
		SP:Iteration 37Q (37581.940000 sec): 3 clusters
  Score: Raw -7615984.538816 + Penalty 3618.157332 = -7612366.381484
  nChanged 32
		SP:Iteration 38Q (37582.430000 sec): 3 clusters
  Score: Raw -7615997.143946 + Penalty 3618.157332 = -7612378.986614
  nChanged 24
		SP:Iteration 39Q (37582.850000 sec): 3 clusters
  Score: Raw -7616006.340638 + Penalty 3618.157332 = -7612388.183306
  nChanged 20
		SP:Iteration 40F (37583.380000 sec): 3 clusters
  Score: Raw -7616016.373188 + Penalty 3618.157332 = -7612398.215856
  nChanged 21
		SP:Iteration 41Q (37583.840000 sec): 3 clusters
  Score: Raw -7616025.286219 + Penalty 3618.157332 = -7612407.128888
  nChanged 21
		SP:Iteration 42Q (37584.300000 sec): 3 clusters
  Score: Raw -7616034.608193 + Penalty 3618.157332 = -7612416.450861
  nChanged 15
		SP:Iteration 43Q (37584.790000 sec): 3 clusters
  Score: Raw -7616041.517093 + Penalty 3618.157332 = -7612423.359761
  nChanged 18
		SP:Iteration 44Q (37585.270000 sec): 3 clusters
  Score: Raw -7616051.651211 + Penalty 3618.157332 = -7612433.493879
  nChanged 15
		SP:Iteration 45Q (37585.710000 sec): 3 clusters
  Score: Raw -7616058.426631 + Penalty 3618.157332 = -7612440.269299
  nChanged 7
		SP:Iteration 46Q (37586.210000 sec): 3 clusters
  Score: Raw -7616063.423494 + Penalty 3618.157332 = -7612445.266162
  nChanged 9
		SP:Iteration 47Q (37586.710000 sec): 3 clusters
  Score: Raw -7616068.864271 + Penalty 3618.157332 = -7612450.706939
  nChanged 11
		SP:Iteration 48Q (37587.200000 sec): 3 clusters
  Score: Raw -7616073.358462 + Penalty 3618.157332 = -7612455.201130
  nChanged 9
		SP:Iteration 49Q (37587.690000 sec): 3 clusters
  Score: Raw -7616077.712203 + Penalty 3618.157332 = -7612459.554872
  nChanged 7
		SP:Iteration 50Q (37588.180000 sec): 3 clusters
  Score: Raw -7616082.506710 + Penalty 3618.157332 = -7612464.349378
  nChanged 14
		SP:Iteration 51Q (37588.700000 sec): 3 clusters
  Score: Raw -7616088.025905 + Penalty 3618.157332 = -7612469.868573
  nChanged 5
		SP:Iteration 52Q (37589.190000 sec): 3 clusters
  Score: Raw -7616089.053948 + Penalty 3618.157332 = -7612470.896616
  nChanged 2
		SP:Iteration 53Q (37589.730000 sec): 3 clusters
  Score: Raw -7616089.490488 + Penalty 3618.157332 = -7612471.333157
  nChanged 0
		SP:Iteration 54F (37590.290000 sec): 3 clusters
  Score: Raw -7616089.490488 + Penalty 3618.157332 = -7612471.333157
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (10217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37590.470000 sec): 2 clusters
  Score: Raw -1153760.690011 + Penalty 1500.168845 = -1152260.521166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37590.730000 sec): 3 clusters
  Score: Raw -1148054.798251 + Penalty 3000.337691 = -1145054.460561
  nChanged 4402
		SP:Iteration 1F (37591.030000 sec): 3 clusters
  Score: Raw -1150361.789703 + Penalty 3000.337691 = -1147361.452013
  nChanged 587
		SP:Iteration 2F (37591.300000 sec): 3 clusters
  Score: Raw -1150608.455170 + Penalty 3000.337691 = -1147608.117479
  nChanged 498
		SP:Iteration 3Q (37591.570000 sec): 3 clusters
  Score: Raw -1150821.290975 + Penalty 3000.337691 = -1147820.953284
  nChanged 423
		SP:Iteration 4Q (37591.890000 sec): 3 clusters
  Score: Raw -1150984.958281 + Penalty 3000.337691 = -1147984.620591
  nChanged 398
		SP:Iteration 5Q (37592.170000 sec): 3 clusters
  Score: Raw -1151167.812599 + Penalty 3000.337691 = -1148167.474908
  nChanged 428
		SP:Iteration 6Q (37592.440000 sec): 3 clusters
  Score: Raw -1151381.859801 + Penalty 3000.337691 = -1148381.522110
  nChanged 476
		SP:Iteration 7Q (37592.720000 sec): 3 clusters
  Score: Raw -1151629.949530 + Penalty 3000.337691 = -1148629.611839
  nChanged 502
		SP:Iteration 8Q (37592.960000 sec): 3 clusters
  Score: Raw -1151906.973385 + Penalty 3000.337691 = -1148906.635695
  nChanged 509
		SP:Iteration 9Q (37593.190000 sec): 3 clusters
  Score: Raw -1152215.348028 + Penalty 3000.337691 = -1149215.010337
  nChanged 489
		SP:Iteration 10Q (37593.440000 sec): 3 clusters
  Score: Raw -1152505.261715 + Penalty 3000.337691 = -1149504.924024
  nChanged 480
		SP:Iteration 11Q (37593.690000 sec): 3 clusters
  Score: Raw -1152784.354696 + Penalty 3000.337691 = -1149784.017006
  nChanged 400
		SP:Iteration 12Q (37593.890000 sec): 3 clusters
  Score: Raw -1153003.723665 + Penalty 3000.337691 = -1150003.385975
  nChanged 338
		SP:Iteration 13Q (37594.150000 sec): 3 clusters
  Score: Raw -1153172.424124 + Penalty 3000.337691 = -1150172.086433
  nChanged 260
		SP:Iteration 14Q (37594.390000 sec): 3 clusters
  Score: Raw -1153298.893406 + Penalty 3000.337691 = -1150298.555715
  nChanged 216
		SP:Iteration 15Q (37594.660000 sec): 3 clusters
  Score: Raw -1153385.195706 + Penalty 3000.337691 = -1150384.858016
  nChanged 176
		SP:Iteration 16Q (37594.950000 sec): 3 clusters
  Score: Raw -1153448.738232 + Penalty 3000.337691 = -1150448.400541
  nChanged 160
		SP:Iteration 17Q (37595.200000 sec): 3 clusters
  Score: Raw -1153512.369309 + Penalty 3000.337691 = -1150512.031618
  nChanged 152
		SP:Iteration 18Q (37595.430000 sec): 3 clusters
  Score: Raw -1153567.473200 + Penalty 3000.337691 = -1150567.135509
  nChanged 162
		SP:Iteration 19Q (37595.710000 sec): 3 clusters
  Score: Raw -1153629.927209 + Penalty 3000.337691 = -1150629.589518
  nChanged 143
		SP:Iteration 20F (37595.960000 sec): 3 clusters
  Score: Raw -1153681.684162 + Penalty 3000.337691 = -1150681.346471
  nChanged 123
		SP:Iteration 21Q (37596.210000 sec): 3 clusters
  Score: Raw -1153720.322673 + Penalty 3000.337691 = -1150719.984982
  nChanged 101
		SP:Iteration 22Q (37596.450000 sec): 3 clusters
  Score: Raw -1153750.990187 + Penalty 3000.337691 = -1150750.652497
  nChanged 82
		SP:Iteration 23Q (37596.730000 sec): 3 clusters
  Score: Raw -1153772.997709 + Penalty 3000.337691 = -1150772.660018
  nChanged 66
		SP:Iteration 24Q (37597.030000 sec): 3 clusters
  Score: Raw -1153788.031714 + Penalty 3000.337691 = -1150787.694024
  nChanged 57
		SP:Iteration 25Q (37597.280000 sec): 3 clusters
  Score: Raw -1153801.773202 + Penalty 3000.337691 = -1150801.435511
  nChanged 61
		SP:Iteration 26Q (37597.500000 sec): 3 clusters
  Score: Raw -1153817.143279 + Penalty 3000.337691 = -1150816.805589
  nChanged 47
		SP:Iteration 27Q (37597.770000 sec): 3 clusters
  Score: Raw -1153825.621624 + Penalty 3000.337691 = -1150825.283934
  nChanged 36
		SP:Iteration 28Q (37598.020000 sec): 3 clusters
  Score: Raw -1153833.216144 + Penalty 3000.337691 = -1150832.878453
  nChanged 31
		SP:Iteration 29Q (37598.240000 sec): 3 clusters
  Score: Raw -1153839.927554 + Penalty 3000.337691 = -1150839.589863
  nChanged 30
		SP:Iteration 30Q (37598.550000 sec): 3 clusters
  Score: Raw -1153847.008918 + Penalty 3000.337691 = -1150846.671227
  nChanged 30
		SP:Iteration 31Q (37598.810000 sec): 3 clusters
  Score: Raw -1153853.302181 + Penalty 3000.337691 = -1150852.964490
  nChanged 31
		SP:Iteration 32Q (37599.080000 sec): 3 clusters
  Score: Raw -1153859.797332 + Penalty 3000.337691 = -1150859.459641
  nChanged 27
		SP:Iteration 33Q (37599.320000 sec): 3 clusters
  Score: Raw -1153865.719552 + Penalty 3000.337691 = -1150865.381862
  nChanged 29
		SP:Iteration 34Q (37599.570000 sec): 3 clusters
  Score: Raw -1153871.035413 + Penalty 3000.337691 = -1150870.697722
  nChanged 27
		SP:Iteration 35Q (37599.830000 sec): 3 clusters
  Score: Raw -1153877.937614 + Penalty 3000.337691 = -1150877.599924
  nChanged 23
		SP:Iteration 36Q (37600.070000 sec): 3 clusters
  Score: Raw -1153882.898361 + Penalty 3000.337691 = -1150882.560670
  nChanged 31
		SP:Iteration 37Q (37600.330000 sec): 3 clusters
  Score: Raw -1153889.389952 + Penalty 3000.337691 = -1150889.052261
  nChanged 35
		SP:Iteration 38Q (37600.530000 sec): 3 clusters
  Score: Raw -1153897.443489 + Penalty 3000.337691 = -1150897.105799
  nChanged 28
		SP:Iteration 39Q (37600.740000 sec): 3 clusters
  Score: Raw -1153903.027155 + Penalty 3000.337691 = -1150902.689465
  nChanged 27
		SP:Iteration 40F (37601.050000 sec): 3 clusters
  Score: Raw -1153907.861414 + Penalty 3000.337691 = -1150907.523724
  nChanged 18
		SP:Iteration 41Q (37601.300000 sec): 3 clusters
  Score: Raw -1153911.916685 + Penalty 3000.337691 = -1150911.578995
  nChanged 22
		SP:Iteration 42Q (37601.680000 sec): 3 clusters
  Score: Raw -1153916.311926 + Penalty 3000.337691 = -1150915.974236
  nChanged 16
		SP:Iteration 43Q (37601.940000 sec): 3 clusters
  Score: Raw -1153918.561611 + Penalty 3000.337691 = -1150918.223920
  nChanged 10
		SP:Iteration 44Q (37602.220000 sec): 3 clusters
  Score: Raw -1153920.106581 + Penalty 3000.337691 = -1150919.768891
  nChanged 8
		SP:Iteration 45Q (37602.500000 sec): 3 clusters
  Score: Raw -1153921.659708 + Penalty 3000.337691 = -1150921.322018
  nChanged 10
		SP:Iteration 46Q (37602.800000 sec): 3 clusters
  Score: Raw -1153923.012843 + Penalty 3000.337691 = -1150922.675152
  nChanged 8
		SP:Iteration 47Q (37603.020000 sec): 3 clusters
  Score: Raw -1153924.702573 + Penalty 3000.337691 = -1150924.364883
  nChanged 11
		SP:Iteration 48Q (37603.280000 sec): 3 clusters
  Score: Raw -1153926.406275 + Penalty 3000.337691 = -1150926.068584
  nChanged 10
		SP:Iteration 49Q (37603.540000 sec): 3 clusters
  Score: Raw -1153927.731337 + Penalty 3000.337691 = -1150927.393646
  nChanged 7
		SP:Iteration 50Q (37603.760000 sec): 3 clusters
  Score: Raw -1153929.073736 + Penalty 3000.337691 = -1150928.736046
  nChanged 13
		SP:Iteration 51Q (37604.030000 sec): 3 clusters
  Score: Raw -1153930.970828 + Penalty 3000.337691 = -1150930.633137
  nChanged 12
		SP:Iteration 52Q (37604.300000 sec): 3 clusters
  Score: Raw -1153933.025611 + Penalty 3000.337691 = -1150932.687920
  nChanged 14
		SP:Iteration 53Q (37604.480000 sec): 3 clusters
  Score: Raw -1153935.120300 + Penalty 3000.337691 = -1150934.782610
  nChanged 11
		SP:Iteration 54Q (37604.740000 sec): 3 clusters
  Score: Raw -1153937.035398 + Penalty 3000.337691 = -1150936.697708
  nChanged 12
		SP:Iteration 55Q (37604.960000 sec): 3 clusters
  Score: Raw -1153939.022065 + Penalty 3000.337691 = -1150938.684374
  nChanged 21
		SP:Iteration 56Q (37605.200000 sec): 3 clusters
  Score: Raw -1153943.359581 + Penalty 3000.337691 = -1150943.021891
  nChanged 18
		SP:Iteration 57Q (37605.460000 sec): 3 clusters
  Score: Raw -1153947.814691 + Penalty 3000.337691 = -1150947.477000
  nChanged 21
		SP:Iteration 58Q (37605.700000 sec): 3 clusters
  Score: Raw -1153951.778511 + Penalty 3000.337691 = -1150951.440821
  nChanged 17
		SP:Iteration 59Q (37605.940000 sec): 3 clusters
  Score: Raw -1153954.771338 + Penalty 3000.337691 = -1150954.433647
  nChanged 9
		SP:Iteration 60F (37606.170000 sec): 3 clusters
  Score: Raw -1153957.227934 + Penalty 3000.337691 = -1150956.890244
  nChanged 9
		SP:Iteration 61Q (37606.460000 sec): 3 clusters
  Score: Raw -1153958.516464 + Penalty 3000.337691 = -1150958.178773
  nChanged 7
		SP:Iteration 62Q (37606.680000 sec): 3 clusters
  Score: Raw -1153959.242352 + Penalty 3000.337691 = -1150958.904661
  nChanged 6
		SP:Iteration 63Q (37606.950000 sec): 3 clusters
  Score: Raw -1153960.034539 + Penalty 3000.337691 = -1150959.696848
  nChanged 5
		SP:Iteration 64Q (37607.180000 sec): 3 clusters
  Score: Raw -1153960.968060 + Penalty 3000.337691 = -1150960.630370
  nChanged 7
		SP:Iteration 65Q (37607.490000 sec): 3 clusters
  Score: Raw -1153961.555691 + Penalty 3000.337691 = -1150961.218001
  nChanged 2
		SP:Iteration 66Q (37607.750000 sec): 3 clusters
  Score: Raw -1153961.800681 + Penalty 3000.337691 = -1150961.462991
  nChanged 1
		SP:Iteration 67Q (37608.030000 sec): 3 clusters
  Score: Raw -1153961.861210 + Penalty 3000.337691 = -1150961.523519
  nChanged 1
		SP:Iteration 68Q (37608.320000 sec): 3 clusters
  Score: Raw -1153962.060429 + Penalty 3000.337691 = -1150961.722739
  nChanged 2
		SP:Iteration 69Q (37608.580000 sec): 3 clusters
  Score: Raw -1153962.281518 + Penalty 3000.337691 = -1150961.943828
  nChanged 0
		SP:Iteration 70F (37608.830000 sec): 3 clusters
  Score: Raw -1153962.281518 + Penalty 3000.337691 = -1150961.943828
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (18738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37609.070000 sec): 2 clusters
  Score: Raw -2024790.609648 + Penalty 1598.725184 = -2023191.884464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37609.350000 sec): 3 clusters
  Score: Raw -2013567.962008 + Penalty 3197.450369 = -2010370.511639
  nChanged 8484
		SP:Iteration 1F (37609.670000 sec): 3 clusters
  Score: Raw -2018459.407383 + Penalty 3197.450369 = -2015261.957015
  nChanged 1255
		SP:Iteration 2F (37609.940000 sec): 3 clusters
  Score: Raw -2019179.380315 + Penalty 3197.450369 = -2015981.929947
  nChanged 1302
		SP:Iteration 3F (37610.330000 sec): 3 clusters
  Score: Raw -2020052.705446 + Penalty 3197.450369 = -2016855.255078
  nChanged 1294
		SP:Iteration 4F (37610.580000 sec): 3 clusters
  Score: Raw -2020974.492667 + Penalty 3197.450369 = -2017777.042298
  nChanged 1234
		SP:Iteration 5F (37610.910000 sec): 3 clusters
  Score: Raw -2021817.811641 + Penalty 3197.450369 = -2018620.361272
  nChanged 1171
		SP:Iteration 6F (37611.200000 sec): 3 clusters
  Score: Raw -2022587.444890 + Penalty 3197.450369 = -2019389.994522
  nChanged 972
		SP:Iteration 7F (37611.470000 sec): 3 clusters
  Score: Raw -2023175.653870 + Penalty 3197.450369 = -2019978.203502
  nChanged 802
		SP:Iteration 8Q (37611.780000 sec): 3 clusters
  Score: Raw -2023581.708838 + Penalty 3197.450369 = -2020384.258469
  nChanged 615
		SP:Iteration 9Q (37612.120000 sec): 3 clusters
  Score: Raw -2023833.910446 + Penalty 3197.450369 = -2020636.460077
  nChanged 433
		SP:Iteration 10Q (37612.400000 sec): 3 clusters
  Score: Raw -2023968.617788 + Penalty 3197.450369 = -2020771.167420
  nChanged 309
		SP:Iteration 11Q (37612.680000 sec): 3 clusters
  Score: Raw -2024051.041585 + Penalty 3197.450369 = -2020853.591216
  nChanged 227
		SP:Iteration 12Q (37612.980000 sec): 3 clusters
  Score: Raw -2024103.168073 + Penalty 3197.450369 = -2020905.717704
  nChanged 176
		SP:Iteration 13Q (37613.280000 sec): 3 clusters
  Score: Raw -2024138.954214 + Penalty 3197.450369 = -2020941.503845
  nChanged 152
		SP:Iteration 14Q (37613.610000 sec): 3 clusters
  Score: Raw -2024169.520712 + Penalty 3197.450369 = -2020972.070343
  nChanged 129
		SP:Iteration 15Q (37613.860000 sec): 3 clusters
  Score: Raw -2024193.174477 + Penalty 3197.450369 = -2020995.724108
  nChanged 99
		SP:Iteration 16Q (37614.200000 sec): 3 clusters
  Score: Raw -2024209.384676 + Penalty 3197.450369 = -2021011.934307
  nChanged 104
		SP:Iteration 17Q (37614.520000 sec): 3 clusters
  Score: Raw -2024225.364641 + Penalty 3197.450369 = -2021027.914272
  nChanged 82
		SP:Iteration 18Q (37614.860000 sec): 3 clusters
  Score: Raw -2024236.150218 + Penalty 3197.450369 = -2021038.699849
  nChanged 48
		SP:Iteration 19Q (37615.130000 sec): 3 clusters
  Score: Raw -2024241.240363 + Penalty 3197.450369 = -2021043.789994
  nChanged 50
		SP:Iteration 20F (37615.430000 sec): 3 clusters
  Score: Raw -2024246.166834 + Penalty 3197.450369 = -2021048.716466
  nChanged 44
		SP:Iteration 21Q (37615.780000 sec): 3 clusters
  Score: Raw -2024250.610470 + Penalty 3197.450369 = -2021053.160102
  nChanged 40
		SP:Iteration 22Q (37616.080000 sec): 3 clusters
  Score: Raw -2024256.946979 + Penalty 3197.450369 = -2021059.496610
  nChanged 51
		SP:Iteration 23Q (37616.390000 sec): 3 clusters
  Score: Raw -2024262.677549 + Penalty 3197.450369 = -2021065.227180
  nChanged 52
		SP:Iteration 24Q (37616.730000 sec): 3 clusters
  Score: Raw -2024268.308022 + Penalty 3197.450369 = -2021070.857653
  nChanged 56
		SP:Iteration 25Q (37616.990000 sec): 3 clusters
  Score: Raw -2024273.949647 + Penalty 3197.450369 = -2021076.499278
  nChanged 51
		SP:Iteration 26Q (37617.390000 sec): 3 clusters
  Score: Raw -2024280.482676 + Penalty 3197.450369 = -2021083.032308
  nChanged 48
		SP:Iteration 27Q (37617.670000 sec): 3 clusters
  Score: Raw -2024286.794302 + Penalty 3197.450369 = -2021089.343934
  nChanged 65
		SP:Iteration 28Q (37618.030000 sec): 3 clusters
  Score: Raw -2024293.855981 + Penalty 3197.450369 = -2021096.405613
  nChanged 54
		SP:Iteration 29Q (37618.320000 sec): 3 clusters
  Score: Raw -2024299.011754 + Penalty 3197.450369 = -2021101.561385
  nChanged 44
		SP:Iteration 30Q (37618.590000 sec): 3 clusters
  Score: Raw -2024303.280599 + Penalty 3197.450369 = -2021105.830230
  nChanged 47
		SP:Iteration 31Q (37618.890000 sec): 3 clusters
  Score: Raw -2024308.492081 + Penalty 3197.450369 = -2021111.041712
  nChanged 51
		SP:Iteration 32Q (37619.220000 sec): 3 clusters
  Score: Raw -2024313.657540 + Penalty 3197.450369 = -2021116.207172
  nChanged 51
		SP:Iteration 33Q (37619.520000 sec): 3 clusters
  Score: Raw -2024317.938306 + Penalty 3197.450369 = -2021120.487937
  nChanged 50
		SP:Iteration 34Q (37619.810000 sec): 3 clusters
  Score: Raw -2024322.892035 + Penalty 3197.450369 = -2021125.441666
  nChanged 47
		SP:Iteration 35Q (37620.120000 sec): 3 clusters
  Score: Raw -2024326.666356 + Penalty 3197.450369 = -2021129.215988
  nChanged 41
		SP:Iteration 36Q (37620.450000 sec): 3 clusters
  Score: Raw -2024329.447010 + Penalty 3197.450369 = -2021131.996642
  nChanged 27
		SP:Iteration 37Q (37620.740000 sec): 3 clusters
  Score: Raw -2024331.357043 + Penalty 3197.450369 = -2021133.906675
  nChanged 19
		SP:Iteration 38Q (37621.060000 sec): 3 clusters
  Score: Raw -2024332.739177 + Penalty 3197.450369 = -2021135.288808
  nChanged 20
		SP:Iteration 39Q (37621.310000 sec): 3 clusters
  Score: Raw -2024334.680951 + Penalty 3197.450369 = -2021137.230583
  nChanged 25
		SP:Iteration 40F (37621.610000 sec): 3 clusters
  Score: Raw -2024336.448176 + Penalty 3197.450369 = -2021138.997808
  nChanged 13
		SP:Iteration 41Q (37621.930000 sec): 3 clusters
  Score: Raw -2024337.562952 + Penalty 3197.450369 = -2021140.112584
  nChanged 23
		SP:Iteration 42Q (37622.220000 sec): 3 clusters
  Score: Raw -2024339.627210 + Penalty 3197.450369 = -2021142.176841
  nChanged 23
		SP:Iteration 43Q (37622.500000 sec): 3 clusters
  Score: Raw -2024341.801332 + Penalty 3197.450369 = -2021144.350963
  nChanged 25
		SP:Iteration 44Q (37622.850000 sec): 3 clusters
  Score: Raw -2024343.985088 + Penalty 3197.450369 = -2021146.534719
  nChanged 31
		SP:Iteration 45Q (37623.180000 sec): 3 clusters
  Score: Raw -2024346.722123 + Penalty 3197.450369 = -2021149.271754
  nChanged 30
		SP:Iteration 46Q (37623.450000 sec): 3 clusters
  Score: Raw -2024349.264630 + Penalty 3197.450369 = -2021151.814262
  nChanged 27
		SP:Iteration 47Q (37623.780000 sec): 3 clusters
  Score: Raw -2024351.138694 + Penalty 3197.450369 = -2021153.688326
  nChanged 22
		SP:Iteration 48Q (37624.120000 sec): 3 clusters
  Score: Raw -2024352.486576 + Penalty 3197.450369 = -2021155.036207
  nChanged 20
		SP:Iteration 49Q (37624.430000 sec): 3 clusters
  Score: Raw -2024354.012234 + Penalty 3197.450369 = -2021156.561866
  nChanged 25
		SP:Iteration 50Q (37624.770000 sec): 3 clusters
  Score: Raw -2024356.199400 + Penalty 3197.450369 = -2021158.749031
  nChanged 28
		SP:Iteration 51Q (37625.070000 sec): 3 clusters
  Score: Raw -2024359.441399 + Penalty 3197.450369 = -2021161.991031
  nChanged 38
		SP:Iteration 52Q (37625.370000 sec): 3 clusters
  Score: Raw -2024364.786720 + Penalty 3197.450369 = -2021167.336352
  nChanged 52
		SP:Iteration 53Q (37625.710000 sec): 3 clusters
  Score: Raw -2024371.419961 + Penalty 3197.450369 = -2021173.969593
  nChanged 51
		SP:Iteration 54Q (37625.940000 sec): 3 clusters
  Score: Raw -2024377.331062 + Penalty 3197.450369 = -2021179.880693
  nChanged 48
		SP:Iteration 55Q (37626.240000 sec): 3 clusters
  Score: Raw -2024382.114227 + Penalty 3197.450369 = -2021184.663858
  nChanged 41
		SP:Iteration 56Q (37626.510000 sec): 3 clusters
  Score: Raw -2024386.214331 + Penalty 3197.450369 = -2021188.763962
  nChanged 30
		SP:Iteration 57Q (37626.760000 sec): 3 clusters
  Score: Raw -2024388.969575 + Penalty 3197.450369 = -2021191.519206
  nChanged 29
		SP:Iteration 58Q (37627.030000 sec): 3 clusters
  Score: Raw -2024392.195051 + Penalty 3197.450369 = -2021194.744682
  nChanged 42
		SP:Iteration 59Q (37627.300000 sec): 3 clusters
  Score: Raw -2024398.065629 + Penalty 3197.450369 = -2021200.615261
  nChanged 41
		SP:Iteration 60F (37627.550000 sec): 3 clusters
  Score: Raw -2024401.842604 + Penalty 3197.450369 = -2021204.392236
  nChanged 39
		SP:Iteration 61Q (37627.890000 sec): 3 clusters
  Score: Raw -2024405.785711 + Penalty 3197.450369 = -2021208.335342
  nChanged 31
		SP:Iteration 62Q (37628.170000 sec): 3 clusters
  Score: Raw -2024408.691095 + Penalty 3197.450369 = -2021211.240727
  nChanged 23
		SP:Iteration 63Q (37628.480000 sec): 3 clusters
  Score: Raw -2024410.638370 + Penalty 3197.450369 = -2021213.188001
  nChanged 24
		SP:Iteration 64Q (37628.750000 sec): 3 clusters
  Score: Raw -2024412.156739 + Penalty 3197.450369 = -2021214.706370
  nChanged 20
		SP:Iteration 65Q (37629.010000 sec): 3 clusters
  Score: Raw -2024413.695502 + Penalty 3197.450369 = -2021216.245133
  nChanged 15
		SP:Iteration 66Q (37629.320000 sec): 3 clusters
  Score: Raw -2024414.822676 + Penalty 3197.450369 = -2021217.372308
  nChanged 12
		SP:Iteration 67Q (37629.580000 sec): 3 clusters
  Score: Raw -2024415.371458 + Penalty 3197.450369 = -2021217.921090
  nChanged 8
		SP:Iteration 68Q (37629.850000 sec): 3 clusters
  Score: Raw -2024415.668439 + Penalty 3197.450369 = -2021218.218070
  nChanged 4
		SP:Iteration 69Q (37630.090000 sec): 3 clusters
  Score: Raw -2024415.843960 + Penalty 3197.450369 = -2021218.393592
  nChanged 1
		SP:Iteration 70Q (37630.400000 sec): 3 clusters
  Score: Raw -2024415.920840 + Penalty 3197.450369 = -2021218.470471
  nChanged 1
		SP:Iteration 71Q (37630.650000 sec): 3 clusters
  Score: Raw -2024416.021875 + Penalty 3197.450369 = -2021218.571507
  nChanged 1
		SP:Iteration 72Q (37630.900000 sec): 3 clusters
  Score: Raw -2024416.189579 + Penalty 3197.450369 = -2021218.739210
  nChanged 6
		SP:Iteration 73Q (37631.180000 sec): 3 clusters
  Score: Raw -2024416.915526 + Penalty 3197.450369 = -2021219.465157
  nChanged 15
		SP:Iteration 74Q (37631.470000 sec): 3 clusters
  Score: Raw -2024418.348423 + Penalty 3197.450369 = -2021220.898054
  nChanged 22
		SP:Iteration 75Q (37631.780000 sec): 3 clusters
  Score: Raw -2024421.036656 + Penalty 3197.450369 = -2021223.586288
  nChanged 33
		SP:Iteration 76Q (37632.040000 sec): 3 clusters
  Score: Raw -2024425.164738 + Penalty 3197.450369 = -2021227.714369
  nChanged 28
		SP:Iteration 77Q (37632.340000 sec): 3 clusters
  Score: Raw -2024428.722569 + Penalty 3197.450369 = -2021231.272200
  nChanged 40
		SP:Iteration 78Q (37632.670000 sec): 3 clusters
  Score: Raw -2024432.513906 + Penalty 3197.450369 = -2021235.063537
  nChanged 26
		SP:Iteration 79Q (37632.980000 sec): 3 clusters
  Score: Raw -2024434.655448 + Penalty 3197.450369 = -2021237.205080
  nChanged 19
		SP:Iteration 80F (37633.230000 sec): 3 clusters
  Score: Raw -2024435.864633 + Penalty 3197.450369 = -2021238.414264
  nChanged 12
		SP:Iteration 81Q (37633.530000 sec): 3 clusters
  Score: Raw -2024436.494112 + Penalty 3197.450369 = -2021239.043743
  nChanged 6
		SP:Iteration 82Q (37633.910000 sec): 3 clusters
  Score: Raw -2024436.756943 + Penalty 3197.450369 = -2021239.306574
  nChanged 7
		SP:Iteration 83Q (37634.180000 sec): 3 clusters
  Score: Raw -2024437.046164 + Penalty 3197.450369 = -2021239.595796
  nChanged 6
		SP:Iteration 84Q (37634.530000 sec): 3 clusters
  Score: Raw -2024437.424978 + Penalty 3197.450369 = -2021239.974609
  nChanged 5
		SP:Iteration 85Q (37634.800000 sec): 3 clusters
  Score: Raw -2024437.670156 + Penalty 3197.450369 = -2021240.219788
  nChanged 7
		SP:Iteration 86Q (37635.130000 sec): 3 clusters
  Score: Raw -2024438.033664 + Penalty 3197.450369 = -2021240.583296
  nChanged 7
		SP:Iteration 87Q (37635.440000 sec): 3 clusters
  Score: Raw -2024438.367247 + Penalty 3197.450369 = -2021240.916879
  nChanged 5
		SP:Iteration 88Q (37635.730000 sec): 3 clusters
  Score: Raw -2024438.979601 + Penalty 3197.450369 = -2021241.529232
  nChanged 5
		SP:Iteration 89Q (37636.000000 sec): 3 clusters
  Score: Raw -2024439.398615 + Penalty 3197.450369 = -2021241.948246
  nChanged 8
		SP:Iteration 90Q (37636.320000 sec): 3 clusters
  Score: Raw -2024439.759464 + Penalty 3197.450369 = -2021242.309096
  nChanged 7
		SP:Iteration 91Q (37636.620000 sec): 3 clusters
  Score: Raw -2024440.194720 + Penalty 3197.450369 = -2021242.744351
  nChanged 4
		SP:Iteration 92Q (37636.900000 sec): 3 clusters
  Score: Raw -2024440.426191 + Penalty 3197.450369 = -2021242.975823
  nChanged 1
		SP:Iteration 93Q (37637.160000 sec): 3 clusters
  Score: Raw -2024440.512019 + Penalty 3197.450369 = -2021243.061650
  nChanged 1
		SP:Iteration 94Q (37637.460000 sec): 3 clusters
  Score: Raw -2024440.526187 + Penalty 3197.450369 = -2021243.075818
  nChanged 1
		SP:Iteration 95Q (37637.830000 sec): 3 clusters
  Score: Raw -2024440.629484 + Penalty 3197.450369 = -2021243.179116
  nChanged 0
		SP:Iteration 96F (37638.120000 sec): 3 clusters
  Score: Raw -2024440.629484 + Penalty 3197.450369 = -2021243.179116
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 31 (24991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37638.390000 sec): 2 clusters
  Score: Raw -2897494.574322 + Penalty 1645.519044 = -2895849.055278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37638.720000 sec): 3 clusters
  Score: Raw -2882313.001344 + Penalty 3291.038088 = -2879021.963256
  nChanged 11476
		SP:Iteration 1F (37639.050000 sec): 3 clusters
  Score: Raw -2888693.225301 + Penalty 3291.038088 = -2885402.187213
  nChanged 1375
		SP:Iteration 2F (37639.350000 sec): 3 clusters
  Score: Raw -2889233.926420 + Penalty 3291.038088 = -2885942.888332
  nChanged 1304
		SP:Iteration 3F (37639.690000 sec): 3 clusters
  Score: Raw -2889751.621175 + Penalty 3291.038088 = -2886460.583087
  nChanged 1202
		SP:Iteration 4Q (37640.080000 sec): 3 clusters
  Score: Raw -2890254.279794 + Penalty 3291.038088 = -2886963.241707
  nChanged 1176
		SP:Iteration 5Q (37640.370000 sec): 3 clusters
  Score: Raw -2890747.735530 + Penalty 3291.038088 = -2887456.697442
  nChanged 1127
		SP:Iteration 6Q (37640.680000 sec): 3 clusters
  Score: Raw -2891235.597888 + Penalty 3291.038088 = -2887944.559800
  nChanged 1047
		SP:Iteration 7Q (37640.990000 sec): 3 clusters
  Score: Raw -2891663.668922 + Penalty 3291.038088 = -2888372.630835
  nChanged 957
		SP:Iteration 8Q (37641.310000 sec): 3 clusters
  Score: Raw -2892062.876538 + Penalty 3291.038088 = -2888771.838450
  nChanged 902
		SP:Iteration 9Q (37641.580000 sec): 3 clusters
  Score: Raw -2892450.532189 + Penalty 3291.038088 = -2889159.494101
  nChanged 881
		SP:Iteration 10Q (37641.870000 sec): 3 clusters
  Score: Raw -2892810.095711 + Penalty 3291.038088 = -2889519.057624
  nChanged 787
		SP:Iteration 11Q (37642.150000 sec): 3 clusters
  Score: Raw -2893126.717440 + Penalty 3291.038088 = -2889835.679353
  nChanged 757
		SP:Iteration 12Q (37642.440000 sec): 3 clusters
  Score: Raw -2893468.648421 + Penalty 3291.038088 = -2890177.610333
  nChanged 819
		SP:Iteration 13Q (37642.750000 sec): 3 clusters
  Score: Raw -2893848.182762 + Penalty 3291.038088 = -2890557.144674
  nChanged 777
		SP:Iteration 14Q (37642.990000 sec): 3 clusters
  Score: Raw -2894195.641463 + Penalty 3291.038088 = -2890904.603376
  nChanged 703
		SP:Iteration 15Q (37643.340000 sec): 3 clusters
  Score: Raw -2894480.677295 + Penalty 3291.038088 = -2891189.639207
  nChanged 595
		SP:Iteration 16Q (37643.690000 sec): 3 clusters
  Score: Raw -2894693.578971 + Penalty 3291.038088 = -2891402.540884
  nChanged 473
		SP:Iteration 17Q (37644.000000 sec): 3 clusters
  Score: Raw -2894839.562375 + Penalty 3291.038088 = -2891548.524287
  nChanged 401
		SP:Iteration 18Q (37644.260000 sec): 3 clusters
  Score: Raw -2894940.849139 + Penalty 3291.038088 = -2891649.811051
  nChanged 312
		SP:Iteration 19Q (37644.630000 sec): 3 clusters
  Score: Raw -2895016.688131 + Penalty 3291.038088 = -2891725.650043
  nChanged 298
		SP:Iteration 20F (37644.960000 sec): 3 clusters
  Score: Raw -2895082.866633 + Penalty 3291.038088 = -2891791.828545
  nChanged 279
		SP:Iteration 21Q (37645.190000 sec): 3 clusters
  Score: Raw -2895151.973814 + Penalty 3291.038088 = -2891860.935727
  nChanged 262
		SP:Iteration 22Q (37645.510000 sec): 3 clusters
  Score: Raw -2895204.658796 + Penalty 3291.038088 = -2891913.620709
  nChanged 204
		SP:Iteration 23Q (37645.820000 sec): 3 clusters
  Score: Raw -2895240.523707 + Penalty 3291.038088 = -2891949.485619
  nChanged 177
		SP:Iteration 24Q (37646.140000 sec): 3 clusters
  Score: Raw -2895270.091074 + Penalty 3291.038088 = -2891979.052986
  nChanged 155
		SP:Iteration 25Q (37646.480000 sec): 3 clusters
  Score: Raw -2895295.317991 + Penalty 3291.038088 = -2892004.279903
  nChanged 132
		SP:Iteration 26Q (37646.800000 sec): 3 clusters
  Score: Raw -2895318.081572 + Penalty 3291.038088 = -2892027.043484
  nChanged 138
		SP:Iteration 27Q (37647.080000 sec): 3 clusters
  Score: Raw -2895338.668809 + Penalty 3291.038088 = -2892047.630721
  nChanged 124
		SP:Iteration 28Q (37647.440000 sec): 3 clusters
  Score: Raw -2895356.562162 + Penalty 3291.038088 = -2892065.524074
  nChanged 123
		SP:Iteration 29Q (37647.790000 sec): 3 clusters
  Score: Raw -2895374.213760 + Penalty 3291.038088 = -2892083.175673
  nChanged 121
		SP:Iteration 30Q (37648.080000 sec): 3 clusters
  Score: Raw -2895388.765860 + Penalty 3291.038088 = -2892097.727773
  nChanged 110
		SP:Iteration 31Q (37648.410000 sec): 3 clusters
  Score: Raw -2895402.630789 + Penalty 3291.038088 = -2892111.592701
  nChanged 120
		SP:Iteration 32Q (37648.700000 sec): 3 clusters
  Score: Raw -2895420.777731 + Penalty 3291.038088 = -2892129.739643
  nChanged 113
		SP:Iteration 33Q (37649.060000 sec): 3 clusters
  Score: Raw -2895437.778029 + Penalty 3291.038088 = -2892146.739942
  nChanged 118
		SP:Iteration 34Q (37649.300000 sec): 3 clusters
  Score: Raw -2895456.124745 + Penalty 3291.038088 = -2892165.086657
  nChanged 114
		SP:Iteration 35Q (37649.650000 sec): 3 clusters
  Score: Raw -2895472.725977 + Penalty 3291.038088 = -2892181.687889
  nChanged 108
		SP:Iteration 36Q (37649.970000 sec): 3 clusters
  Score: Raw -2895489.591798 + Penalty 3291.038088 = -2892198.553710
  nChanged 112
		SP:Iteration 37Q (37650.280000 sec): 3 clusters
  Score: Raw -2895506.903009 + Penalty 3291.038088 = -2892215.864921
  nChanged 104
		SP:Iteration 38Q (37650.620000 sec): 3 clusters
  Score: Raw -2895521.979014 + Penalty 3291.038088 = -2892230.940926
  nChanged 108
		SP:Iteration 39Q (37650.970000 sec): 3 clusters
  Score: Raw -2895536.024484 + Penalty 3291.038088 = -2892244.986396
  nChanged 109
		SP:Iteration 40F (37651.300000 sec): 3 clusters
  Score: Raw -2895549.979004 + Penalty 3291.038088 = -2892258.940916
  nChanged 86
		SP:Iteration 41Q (37651.580000 sec): 3 clusters
  Score: Raw -2895559.302218 + Penalty 3291.038088 = -2892268.264131
  nChanged 85
		SP:Iteration 42Q (37651.830000 sec): 3 clusters
  Score: Raw -2895568.370284 + Penalty 3291.038088 = -2892277.332196
  nChanged 80
		SP:Iteration 43Q (37652.170000 sec): 3 clusters
  Score: Raw -2895578.296310 + Penalty 3291.038088 = -2892287.258223
  nChanged 97
		SP:Iteration 44Q (37652.450000 sec): 3 clusters
  Score: Raw -2895591.887593 + Penalty 3291.038088 = -2892300.849505
  nChanged 99
		SP:Iteration 45Q (37652.710000 sec): 3 clusters
  Score: Raw -2895606.080491 + Penalty 3291.038088 = -2892315.042404
  nChanged 107
		SP:Iteration 46Q (37653.020000 sec): 3 clusters
  Score: Raw -2895619.621001 + Penalty 3291.038088 = -2892328.582913
  nChanged 92
		SP:Iteration 47Q (37653.360000 sec): 3 clusters
  Score: Raw -2895631.394428 + Penalty 3291.038088 = -2892340.356341
  nChanged 87
		SP:Iteration 48Q (37653.680000 sec): 3 clusters
  Score: Raw -2895641.788027 + Penalty 3291.038088 = -2892350.749939
  nChanged 79
		SP:Iteration 49Q (37654.040000 sec): 3 clusters
  Score: Raw -2895650.012549 + Penalty 3291.038088 = -2892358.974462
  nChanged 76
		SP:Iteration 50Q (37654.370000 sec): 3 clusters
  Score: Raw -2895659.093700 + Penalty 3291.038088 = -2892368.055612
  nChanged 81
		SP:Iteration 51Q (37654.680000 sec): 3 clusters
  Score: Raw -2895669.554208 + Penalty 3291.038088 = -2892378.516121
  nChanged 85
		SP:Iteration 52Q (37655.070000 sec): 3 clusters
  Score: Raw -2895679.280223 + Penalty 3291.038088 = -2892388.242135
  nChanged 83
		SP:Iteration 53Q (37655.440000 sec): 3 clusters
  Score: Raw -2895690.120446 + Penalty 3291.038088 = -2892399.082359
  nChanged 82
		SP:Iteration 54Q (37655.730000 sec): 3 clusters
  Score: Raw -2895702.936979 + Penalty 3291.038088 = -2892411.898891
  nChanged 85
		SP:Iteration 55Q (37656.080000 sec): 3 clusters
  Score: Raw -2895718.170863 + Penalty 3291.038088 = -2892427.132775
  nChanged 107
		SP:Iteration 56Q (37656.380000 sec): 3 clusters
  Score: Raw -2895734.631731 + Penalty 3291.038088 = -2892443.593644
  nChanged 81
		SP:Iteration 57Q (37656.740000 sec): 3 clusters
  Score: Raw -2895745.756573 + Penalty 3291.038088 = -2892454.718486
  nChanged 100
		SP:Iteration 58Q (37657.060000 sec): 3 clusters
  Score: Raw -2895761.996498 + Penalty 3291.038088 = -2892470.958410
  nChanged 121
		SP:Iteration 59Q (37657.360000 sec): 3 clusters
  Score: Raw -2895783.719518 + Penalty 3291.038088 = -2892492.681430
  nChanged 129
		SP:Iteration 60F (37657.680000 sec): 3 clusters
  Score: Raw -2895809.576692 + Penalty 3291.038088 = -2892518.538604
  nChanged 148
		SP:Iteration 61Q (37657.980000 sec): 3 clusters
  Score: Raw -2895837.042616 + Penalty 3291.038088 = -2892546.004528
  nChanged 139
		SP:Iteration 62Q (37658.350000 sec): 3 clusters
  Score: Raw -2895867.268613 + Penalty 3291.038088 = -2892576.230526
  nChanged 149
		SP:Iteration 63Q (37658.630000 sec): 3 clusters
  Score: Raw -2895900.208529 + Penalty 3291.038088 = -2892609.170441
  nChanged 139
		SP:Iteration 64Q (37658.920000 sec): 3 clusters
  Score: Raw -2895929.669762 + Penalty 3291.038088 = -2892638.631674
  nChanged 143
		SP:Iteration 65Q (37659.230000 sec): 3 clusters
  Score: Raw -2895955.957681 + Penalty 3291.038088 = -2892664.919593
  nChanged 133
		SP:Iteration 66Q (37659.530000 sec): 3 clusters
  Score: Raw -2895982.987231 + Penalty 3291.038088 = -2892691.949143
  nChanged 125
		SP:Iteration 67Q (37659.840000 sec): 3 clusters
  Score: Raw -2896007.841361 + Penalty 3291.038088 = -2892716.803273
  nChanged 135
		SP:Iteration 68Q (37660.140000 sec): 3 clusters
  Score: Raw -2896031.233477 + Penalty 3291.038088 = -2892740.195390
  nChanged 105
		SP:Iteration 69Q (37660.420000 sec): 3 clusters
  Score: Raw -2896049.229099 + Penalty 3291.038088 = -2892758.191011
  nChanged 110
		SP:Iteration 70Q (37660.700000 sec): 3 clusters
  Score: Raw -2896070.013081 + Penalty 3291.038088 = -2892778.974993
  nChanged 122
		SP:Iteration 71Q (37661.080000 sec): 3 clusters
  Score: Raw -2896092.522989 + Penalty 3291.038088 = -2892801.484901
  nChanged 120
		SP:Iteration 72Q (37661.380000 sec): 3 clusters
  Score: Raw -2896116.134717 + Penalty 3291.038088 = -2892825.096630
  nChanged 126
		SP:Iteration 73Q (37661.750000 sec): 3 clusters
  Score: Raw -2896139.433102 + Penalty 3291.038088 = -2892848.395015
  nChanged 119
		SP:Iteration 74Q (37662.040000 sec): 3 clusters
  Score: Raw -2896163.189815 + Penalty 3291.038088 = -2892872.151727
  nChanged 132
		SP:Iteration 75Q (37662.380000 sec): 3 clusters
  Score: Raw -2896192.244304 + Penalty 3291.038088 = -2892901.206216
  nChanged 124
		SP:Iteration 76Q (37662.680000 sec): 3 clusters
  Score: Raw -2896221.214721 + Penalty 3291.038088 = -2892930.176633
  nChanged 131
		SP:Iteration 77Q (37663.040000 sec): 3 clusters
  Score: Raw -2896253.131734 + Penalty 3291.038088 = -2892962.093646
  nChanged 148
		SP:Iteration 78Q (37663.340000 sec): 3 clusters
  Score: Raw -2896288.015929 + Penalty 3291.038088 = -2892996.977841
  nChanged 149
		SP:Iteration 79Q (37663.660000 sec): 3 clusters
  Score: Raw -2896326.112234 + Penalty 3291.038088 = -2893035.074146
  nChanged 161
		SP:Iteration 80F (37663.990000 sec): 3 clusters
  Score: Raw -2896369.596277 + Penalty 3291.038088 = -2893078.558189
  nChanged 143
		SP:Iteration 81Q (37664.380000 sec): 3 clusters
  Score: Raw -2896406.228379 + Penalty 3291.038088 = -2893115.190291
  nChanged 147
		SP:Iteration 82Q (37664.700000 sec): 3 clusters
  Score: Raw -2896443.408897 + Penalty 3291.038088 = -2893152.370810
  nChanged 153
		SP:Iteration 83Q (37665.050000 sec): 3 clusters
  Score: Raw -2896481.457316 + Penalty 3291.038088 = -2893190.419229
  nChanged 155
		SP:Iteration 84Q (37665.360000 sec): 3 clusters
  Score: Raw -2896522.198443 + Penalty 3291.038088 = -2893231.160356
  nChanged 162
		SP:Iteration 85Q (37665.720000 sec): 3 clusters
  Score: Raw -2896576.123462 + Penalty 3291.038088 = -2893285.085374
  nChanged 164
		SP:Iteration 86Q (37666.020000 sec): 3 clusters
  Score: Raw -2896632.521616 + Penalty 3291.038088 = -2893341.483529
  nChanged 155
		SP:Iteration 87Q (37666.240000 sec): 3 clusters
  Score: Raw -2896679.350262 + Penalty 3291.038088 = -2893388.312174
  nChanged 147
		SP:Iteration 88Q (37666.540000 sec): 3 clusters
  Score: Raw -2896727.015468 + Penalty 3291.038088 = -2893435.977381
  nChanged 129
		SP:Iteration 89Q (37666.850000 sec): 3 clusters
  Score: Raw -2896769.751750 + Penalty 3291.038088 = -2893478.713662
  nChanged 128
		SP:Iteration 90Q (37667.220000 sec): 3 clusters
  Score: Raw -2896809.472679 + Penalty 3291.038088 = -2893518.434591
  nChanged 124
		SP:Iteration 91Q (37667.530000 sec): 3 clusters
  Score: Raw -2896859.653988 + Penalty 3291.038088 = -2893568.615901
  nChanged 136
		SP:Iteration 92Q (37667.840000 sec): 3 clusters
  Score: Raw -2896910.944939 + Penalty 3291.038088 = -2893619.906851
  nChanged 133
		SP:Iteration 93Q (37668.130000 sec): 3 clusters
  Score: Raw -2896954.153259 + Penalty 3291.038088 = -2893663.115171
  nChanged 126
		SP:Iteration 94Q (37668.420000 sec): 3 clusters
  Score: Raw -2896998.266516 + Penalty 3291.038088 = -2893707.228429
  nChanged 126
		SP:Iteration 95Q (37668.800000 sec): 3 clusters
  Score: Raw -2897040.898761 + Penalty 3291.038088 = -2893749.860673
  nChanged 116
		SP:Iteration 96Q (37669.140000 sec): 3 clusters
  Score: Raw -2897079.548288 + Penalty 3291.038088 = -2893788.510200
  nChanged 117
		SP:Iteration 97Q (37669.450000 sec): 3 clusters
  Score: Raw -2897118.819056 + Penalty 3291.038088 = -2893827.780968
  nChanged 121
		SP:Iteration 98Q (37669.690000 sec): 3 clusters
  Score: Raw -2897159.155591 + Penalty 3291.038088 = -2893868.117503
  nChanged 111
		SP:Iteration 99Q (37670.060000 sec): 3 clusters
  Score: Raw -2897195.068647 + Penalty 3291.038088 = -2893904.030559
  nChanged 104
		SP:Iteration 100F (37670.390000 sec): 3 clusters
  Score: Raw -2897228.210897 + Penalty 3291.038088 = -2893937.172809
  nChanged 100
		SP:Iteration 101Q (37670.670000 sec): 3 clusters
  Score: Raw -2897256.686768 + Penalty 3291.038088 = -2893965.648681
  nChanged 96
		SP:Iteration 102Q (37670.930000 sec): 3 clusters
  Score: Raw -2897287.573814 + Penalty 3291.038088 = -2893996.535727
  nChanged 91
		SP:Iteration 103Q (37671.250000 sec): 3 clusters
  Score: Raw -2897317.396545 + Penalty 3291.038088 = -2894026.358457
  nChanged 89
		SP:Iteration 104Q (37671.520000 sec): 3 clusters
  Score: Raw -2897340.551546 + Penalty 3291.038088 = -2894049.513458
  nChanged 74
		SP:Iteration 105Q (37671.800000 sec): 3 clusters
  Score: Raw -2897363.273983 + Penalty 3291.038088 = -2894072.235896
  nChanged 79
		SP:Iteration 106Q (37672.130000 sec): 3 clusters
  Score: Raw -2897388.848865 + Penalty 3291.038088 = -2894097.810778
  nChanged 88
		SP:Iteration 107Q (37672.410000 sec): 3 clusters
  Score: Raw -2897418.828218 + Penalty 3291.038088 = -2894127.790131
  nChanged 95
		SP:Iteration 108Q (37672.720000 sec): 3 clusters
  Score: Raw -2897452.146071 + Penalty 3291.038088 = -2894161.107984
  nChanged 86
		SP:Iteration 109Q (37673.000000 sec): 3 clusters
  Score: Raw -2897479.568791 + Penalty 3291.038088 = -2894188.530703
  nChanged 76
		SP:Iteration 110Q (37673.340000 sec): 3 clusters
  Score: Raw -2897504.077302 + Penalty 3291.038088 = -2894213.039214
  nChanged 76
		SP:Iteration 111Q (37673.610000 sec): 3 clusters
  Score: Raw -2897533.044276 + Penalty 3291.038088 = -2894242.006188
  nChanged 89
		SP:Iteration 112Q (37673.910000 sec): 3 clusters
  Score: Raw -2897570.364138 + Penalty 3291.038088 = -2894279.326051
  nChanged 87
		SP:Iteration 113Q (37674.200000 sec): 3 clusters
  Score: Raw -2897602.836219 + Penalty 3291.038088 = -2894311.798132
  nChanged 69
		SP:Iteration 114Q (37674.480000 sec): 3 clusters
  Score: Raw -2897626.918915 + Penalty 3291.038088 = -2894335.880827
  nChanged 54
		SP:Iteration 115Q (37674.860000 sec): 3 clusters
  Score: Raw -2897645.764106 + Penalty 3291.038088 = -2894354.726018
  nChanged 49
		SP:Iteration 116Q (37675.240000 sec): 3 clusters
  Score: Raw -2897660.609859 + Penalty 3291.038088 = -2894369.571771
  nChanged 37
		SP:Iteration 117Q (37675.560000 sec): 3 clusters
  Score: Raw -2897673.331429 + Penalty 3291.038088 = -2894382.293342
  nChanged 40
		SP:Iteration 118Q (37675.840000 sec): 3 clusters
  Score: Raw -2897684.570109 + Penalty 3291.038088 = -2894393.532021
  nChanged 32
		SP:Iteration 119Q (37676.180000 sec): 3 clusters
  Score: Raw -2897695.049431 + Penalty 3291.038088 = -2894404.011343
  nChanged 24
		SP:Iteration 120F (37676.540000 sec): 3 clusters
  Score: Raw -2897703.580473 + Penalty 3291.038088 = -2894412.542385
  nChanged 28
		SP:Iteration 121Q (37676.890000 sec): 3 clusters
  Score: Raw -2897713.273617 + Penalty 3291.038088 = -2894422.235529
  nChanged 28
		SP:Iteration 122Q (37677.190000 sec): 3 clusters
  Score: Raw -2897722.170947 + Penalty 3291.038088 = -2894431.132860
  nChanged 33
		SP:Iteration 123Q (37677.500000 sec): 3 clusters
  Score: Raw -2897735.990969 + Penalty 3291.038088 = -2894444.952881
  nChanged 32
		SP:Iteration 124Q (37677.770000 sec): 3 clusters
  Score: Raw -2897748.527765 + Penalty 3291.038088 = -2894457.489677
  nChanged 25
		SP:Iteration 125Q (37678.150000 sec): 3 clusters
  Score: Raw -2897757.027702 + Penalty 3291.038088 = -2894465.989614
  nChanged 18
		SP:Iteration 126Q (37678.460000 sec): 3 clusters
  Score: Raw -2897763.493547 + Penalty 3291.038088 = -2894472.455459
  nChanged 21
		SP:Iteration 127Q (37678.710000 sec): 3 clusters
  Score: Raw -2897772.157999 + Penalty 3291.038088 = -2894481.119911
  nChanged 19
		SP:Iteration 128Q (37679.000000 sec): 3 clusters
  Score: Raw -2897778.654954 + Penalty 3291.038088 = -2894487.616866
  nChanged 13
		SP:Iteration 129Q (37679.310000 sec): 3 clusters
  Score: Raw -2897782.821111 + Penalty 3291.038088 = -2894491.783023
  nChanged 13
		SP:Iteration 130Q (37679.590000 sec): 3 clusters
  Score: Raw -2897787.354925 + Penalty 3291.038088 = -2894496.316838
  nChanged 9
		SP:Iteration 131Q (37679.940000 sec): 3 clusters
  Score: Raw -2897790.437950 + Penalty 3291.038088 = -2894499.399863
  nChanged 5
		SP:Iteration 132Q (37680.250000 sec): 3 clusters
  Score: Raw -2897792.372425 + Penalty 3291.038088 = -2894501.334337
  nChanged 3
		SP:Iteration 133Q (37680.520000 sec): 3 clusters
  Score: Raw -2897793.507364 + Penalty 3291.038088 = -2894502.469276
  nChanged 6
		SP:Iteration 134Q (37680.820000 sec): 3 clusters
  Score: Raw -2897795.259738 + Penalty 3291.038088 = -2894504.221650
  nChanged 2
		SP:Iteration 135Q (37681.130000 sec): 3 clusters
  Score: Raw -2897795.733365 + Penalty 3291.038088 = -2894504.695278
  nChanged 4
		SP:Iteration 136Q (37681.460000 sec): 3 clusters
  Score: Raw -2897796.786807 + Penalty 3291.038088 = -2894505.748719
  nChanged 6
		SP:Iteration 137Q (37681.780000 sec): 3 clusters
  Score: Raw -2897798.221689 + Penalty 3291.038088 = -2894507.183601
  nChanged 4
		SP:Iteration 138Q (37682.140000 sec): 3 clusters
  Score: Raw -2897799.241369 + Penalty 3291.038088 = -2894508.203281
  nChanged 6
		SP:Iteration 139Q (37682.440000 sec): 3 clusters
  Score: Raw -2897800.659574 + Penalty 3291.038088 = -2894509.621486
  nChanged 7
		SP:Iteration 140F (37682.730000 sec): 3 clusters
  Score: Raw -2897803.286604 + Penalty 3291.038088 = -2894512.248516
  nChanged 6
		SP:Iteration 141Q (37683.050000 sec): 3 clusters
  Score: Raw -2897805.832305 + Penalty 3291.038088 = -2894514.794217
  nChanged 7
		SP:Iteration 142Q (37683.380000 sec): 3 clusters
  Score: Raw -2897809.187563 + Penalty 3291.038088 = -2894518.149475
  nChanged 10
		SP:Iteration 143Q (37683.720000 sec): 3 clusters
  Score: Raw -2897811.758066 + Penalty 3291.038088 = -2894520.719978
  nChanged 6
		SP:Iteration 144Q (37684.060000 sec): 3 clusters
  Score: Raw -2897813.700474 + Penalty 3291.038088 = -2894522.662387
  nChanged 3
		SP:Iteration 145Q (37684.390000 sec): 3 clusters
  Score: Raw -2897814.692181 + Penalty 3291.038088 = -2894523.654094
  nChanged 1
		SP:Iteration 146Q (37684.700000 sec): 3 clusters
  Score: Raw -2897815.036245 + Penalty 3291.038088 = -2894523.998158
  nChanged 2
		SP:Iteration 147Q (37685.040000 sec): 3 clusters
  Score: Raw -2897815.896993 + Penalty 3291.038088 = -2894524.858905
  nChanged 3
		SP:Iteration 148Q (37685.380000 sec): 3 clusters
  Score: Raw -2897816.953955 + Penalty 3291.038088 = -2894525.915867
  nChanged 0
		SP:Iteration 149F (37685.720000 sec): 3 clusters
  Score: Raw -2897816.953955 + Penalty 3291.038088 = -2894525.915867
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 32 (2375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37685.840000 sec): 2 clusters
  Score: Raw -211232.713949 + Penalty 1263.072316 = -209969.641633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37686.000000 sec): 3 clusters
  Score: Raw -210159.099009 + Penalty 2526.144633 = -207632.954376
  nChanged 859
		SP:Iteration 1F (37686.200000 sec): 3 clusters
  Score: Raw -210819.896127 + Penalty 2526.144633 = -208293.751494
  nChanged 230
		SP:Iteration 2F (37686.340000 sec): 3 clusters
  Score: Raw -211053.635794 + Penalty 2526.144633 = -208527.491161
  nChanged 167
		SP:Iteration 3F (37686.480000 sec): 3 clusters
  Score: Raw -211203.525314 + Penalty 2526.144633 = -208677.380682
  nChanged 121
		SP:Iteration 4F (37686.620000 sec): 3 clusters
  Score: Raw -211357.146169 + Penalty 2526.144633 = -208831.001536
  nChanged 117
		SP:Iteration 5Q (37686.760000 sec): 3 clusters
  Score: Raw -211514.913119 + Penalty 2526.144633 = -208988.768486
  nChanged 114
		SP:Iteration 6Q (37686.900000 sec): 3 clusters
  Score: Raw -211656.836830 + Penalty 2526.144633 = -209130.692197
  nChanged 106
		SP:Iteration 7Q (37687.050000 sec): 3 clusters
  Score: Raw -211755.203969 + Penalty 2526.144633 = -209229.059336
  nChanged 64
		SP:Iteration 8Q (37687.190000 sec): 3 clusters
  Score: Raw -211804.460830 + Penalty 2526.144633 = -209278.316197
  nChanged 54
		SP:Iteration 9Q (37687.380000 sec): 3 clusters
  Score: Raw -211842.239212 + Penalty 2526.144633 = -209316.094579
  nChanged 44
		SP:Iteration 10Q (37687.530000 sec): 3 clusters
  Score: Raw -211867.311983 + Penalty 2526.144633 = -209341.167351
  nChanged 28
		SP:Iteration 11Q (37687.670000 sec): 3 clusters
  Score: Raw -211885.145460 + Penalty 2526.144633 = -209359.000827
  nChanged 26
		SP:Iteration 12Q (37687.820000 sec): 3 clusters
  Score: Raw -211901.109597 + Penalty 2526.144633 = -209374.964965
  nChanged 30
		SP:Iteration 13Q (37687.960000 sec): 3 clusters
  Score: Raw -211914.873250 + Penalty 2526.144633 = -209388.728617
  nChanged 17
		SP:Iteration 14Q (37688.100000 sec): 3 clusters
  Score: Raw -211922.149757 + Penalty 2526.144633 = -209396.005124
  nChanged 14
		SP:Iteration 15Q (37688.250000 sec): 3 clusters
  Score: Raw -211928.331787 + Penalty 2526.144633 = -209402.187155
  nChanged 7
		SP:Iteration 16Q (37688.390000 sec): 3 clusters
  Score: Raw -211930.873266 + Penalty 2526.144633 = -209404.728634
  nChanged 7
		SP:Iteration 17Q (37688.540000 sec): 3 clusters
  Score: Raw -211933.199448 + Penalty 2526.144633 = -209407.054815
  nChanged 8
		SP:Iteration 18Q (37688.680000 sec): 3 clusters
  Score: Raw -211936.989287 + Penalty 2526.144633 = -209410.844654
  nChanged 7
		SP:Iteration 19Q (37688.820000 sec): 3 clusters
  Score: Raw -211939.583636 + Penalty 2526.144633 = -209413.439003
  nChanged 3
		SP:Iteration 20F (37688.960000 sec): 3 clusters
  Score: Raw -211940.786718 + Penalty 2526.144633 = -209414.642085
  nChanged 4
		SP:Iteration 21Q (37689.110000 sec): 3 clusters
  Score: Raw -211942.147578 + Penalty 2526.144633 = -209416.002945
  nChanged 3
		SP:Iteration 22Q (37689.250000 sec): 3 clusters
  Score: Raw -211942.928386 + Penalty 2526.144633 = -209416.783753
  nChanged 4
		SP:Iteration 23Q (37689.400000 sec): 3 clusters
  Score: Raw -211944.418813 + Penalty 2526.144633 = -209418.274180
  nChanged 3
		SP:Iteration 24Q (37689.540000 sec): 3 clusters
  Score: Raw -211945.064429 + Penalty 2526.144633 = -209418.919796
  nChanged 1
		SP:Iteration 25Q (37689.680000 sec): 3 clusters
  Score: Raw -211945.329887 + Penalty 2526.144633 = -209419.185254
  nChanged 2
		SP:Iteration 26Q (37689.830000 sec): 3 clusters
  Score: Raw -211946.289942 + Penalty 2526.144633 = -209420.145309
  nChanged 2
		SP:Iteration 27Q (37689.970000 sec): 3 clusters
  Score: Raw -211946.638941 + Penalty 2526.144633 = -209420.494308
  nChanged 2
		SP:Iteration 28Q (37690.120000 sec): 3 clusters
  Score: Raw -211946.916960 + Penalty 2526.144633 = -209420.772327
  nChanged 2
		SP:Iteration 29Q (37690.260000 sec): 3 clusters
  Score: Raw -211947.479738 + Penalty 2526.144633 = -209421.335105
  nChanged 2
		SP:Iteration 30Q (37690.400000 sec): 3 clusters
  Score: Raw -211948.162731 + Penalty 2526.144633 = -209422.018098
  nChanged 1
		SP:Iteration 31Q (37690.550000 sec): 3 clusters
  Score: Raw -211948.478712 + Penalty 2526.144633 = -209422.334079
  nChanged 3
		SP:Iteration 32Q (37690.700000 sec): 3 clusters
  Score: Raw -211949.688311 + Penalty 2526.144633 = -209423.543678
  nChanged 4
		SP:Iteration 33Q (37690.860000 sec): 3 clusters
  Score: Raw -211950.666661 + Penalty 2526.144633 = -209424.522028
  nChanged 2
		SP:Iteration 34Q (37691.000000 sec): 3 clusters
  Score: Raw -211951.844314 + Penalty 2526.144633 = -209425.699682
  nChanged 2
		SP:Iteration 35Q (37691.140000 sec): 3 clusters
  Score: Raw -211952.487795 + Penalty 2526.144633 = -209426.343162
  nChanged 3
		SP:Iteration 36Q (37691.290000 sec): 3 clusters
  Score: Raw -211952.984001 + Penalty 2526.144633 = -209426.839369
  nChanged 2
		SP:Iteration 37Q (37691.430000 sec): 3 clusters
  Score: Raw -211953.525722 + Penalty 2526.144633 = -209427.381090
  nChanged 2
		SP:Iteration 38Q (37691.570000 sec): 3 clusters
  Score: Raw -211953.943961 + Penalty 2526.144633 = -209427.799328
  nChanged 0
		SP:Iteration 39F (37691.720000 sec): 3 clusters
  Score: Raw -211953.943961 + Penalty 2526.144633 = -209427.799328
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 33 (29486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37691.980000 sec): 2 clusters
  Score: Raw -3681973.568546 + Penalty 1672.396514 = -3680301.172032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37692.320000 sec): 3 clusters
  Score: Raw -3663619.612598 + Penalty 3344.793027 = -3660274.819571
  nChanged 13634
		SP:Iteration 1F (37692.670000 sec): 3 clusters
  Score: Raw -3671311.665976 + Penalty 3344.793027 = -3667966.872948
  nChanged 1235
		SP:Iteration 2Q (37693.040000 sec): 3 clusters
  Score: Raw -3671690.622010 + Penalty 3344.793027 = -3668345.828983
  nChanged 1202
		SP:Iteration 3Q (37693.380000 sec): 3 clusters
  Score: Raw -3672147.855288 + Penalty 3344.793027 = -3668803.062260
  nChanged 1369
		SP:Iteration 4Q (37693.760000 sec): 3 clusters
  Score: Raw -3672797.501914 + Penalty 3344.793027 = -3669452.708887
  nChanged 1665
		SP:Iteration 5F (37694.090000 sec): 3 clusters
  Score: Raw -3673791.358246 + Penalty 3344.793027 = -3670446.565219
  nChanged 2062
		SP:Iteration 6F (37694.450000 sec): 3 clusters
  Score: Raw -3675302.102376 + Penalty 3344.793027 = -3671957.309349
  nChanged 2316
		SP:Iteration 7F (37694.820000 sec): 3 clusters
  Score: Raw -3677343.459947 + Penalty 3344.793027 = -3673998.666920
  nChanged 2154
		SP:Iteration 8F (37695.140000 sec): 3 clusters
  Score: Raw -3679411.178688 + Penalty 3344.793027 = -3676066.385660
  nChanged 1511
		SP:Iteration 9F (37695.510000 sec): 3 clusters
  Score: Raw -3680887.969950 + Penalty 3344.793027 = -3677543.176923
  nChanged 774
		SP:Iteration 10Q (37695.860000 sec): 3 clusters
  Score: Raw -3681634.805040 + Penalty 3344.793027 = -3678290.012013
  nChanged 319
		SP:Iteration 11Q (37696.210000 sec): 3 clusters
  Score: Raw -3681956.570228 + Penalty 3344.793027 = -3678611.777200
  nChanged 121
		SP:Iteration 12Q (37696.570000 sec): 3 clusters
  Score: Raw -3682084.936028 + Penalty 3344.793027 = -3678740.143001
  nChanged 55
		SP:Iteration 13Q (37696.900000 sec): 3 clusters
  Score: Raw -3682143.078744 + Penalty 3344.793027 = -3678798.285717
  nChanged 25
		SP:Iteration 14Q (37697.240000 sec): 3 clusters
  Score: Raw -3682172.784285 + Penalty 3344.793027 = -3678827.991258
  nChanged 15
		SP:Iteration 15Q (37697.620000 sec): 3 clusters
  Score: Raw -3682193.662185 + Penalty 3344.793027 = -3678848.869157
  nChanged 9
		SP:Iteration 16Q (37697.930000 sec): 3 clusters
  Score: Raw -3682202.210578 + Penalty 3344.793027 = -3678857.417550
  nChanged 8
		SP:Iteration 17Q (37698.270000 sec): 3 clusters
  Score: Raw -3682210.292728 + Penalty 3344.793027 = -3678865.499701
  nChanged 11
		SP:Iteration 18Q (37698.610000 sec): 3 clusters
  Score: Raw -3682221.196758 + Penalty 3344.793027 = -3678876.403731
  nChanged 6
		SP:Iteration 19Q (37698.930000 sec): 3 clusters
  Score: Raw -3682226.801727 + Penalty 3344.793027 = -3678882.008700
  nChanged 2
		SP:Iteration 20F (37699.210000 sec): 3 clusters
  Score: Raw -3682229.078126 + Penalty 3344.793027 = -3678884.285099
  nChanged 2
		SP:Iteration 21Q (37699.570000 sec): 3 clusters
  Score: Raw -3682231.682558 + Penalty 3344.793027 = -3678886.889531
  nChanged 1
		SP:Iteration 22Q (37699.890000 sec): 3 clusters
  Score: Raw -3682232.164716 + Penalty 3344.793027 = -3678887.371689
  nChanged 1
		SP:Iteration 23Q (37700.260000 sec): 3 clusters
  Score: Raw -3682232.561916 + Penalty 3344.793027 = -3678887.768889
  nChanged 0
		SP:Iteration 24F (37700.580000 sec): 3 clusters
  Score: Raw -3682232.561916 + Penalty 3344.793027 = -3678887.768889
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 34 (64846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37701.050000 sec): 2 clusters
  Score: Raw -7211051.755482 + Penalty 1800.462707 = -7209251.292775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37701.640000 sec): 3 clusters
  Score: Raw -7169661.372473 + Penalty 3600.925415 = -7166060.447058
  nChanged 30593
		SP:Iteration 1F (37702.170000 sec): 3 clusters
  Score: Raw -7188156.246051 + Penalty 3600.925415 = -7184555.320636
  nChanged 3389
		SP:Iteration 2F (37702.720000 sec): 3 clusters
  Score: Raw -7189693.181337 + Penalty 3600.925415 = -7186092.255922
  nChanged 3690
		SP:Iteration 3F (37703.180000 sec): 3 clusters
  Score: Raw -7191498.070730 + Penalty 3600.925415 = -7187897.145315
  nChanged 3765
		SP:Iteration 4F (37703.700000 sec): 3 clusters
  Score: Raw -7193379.856604 + Penalty 3600.925415 = -7189778.931189
  nChanged 3699
		SP:Iteration 5F (37704.240000 sec): 3 clusters
  Score: Raw -7195215.379862 + Penalty 3600.925415 = -7191614.454447
  nChanged 3480
		SP:Iteration 6F (37704.820000 sec): 3 clusters
  Score: Raw -7196939.848478 + Penalty 3600.925415 = -7193338.923064
  nChanged 3183
		SP:Iteration 7Q (37705.380000 sec): 3 clusters
  Score: Raw -7198610.332354 + Penalty 3600.925415 = -7195009.406939
  nChanged 2983
		SP:Iteration 8Q (37706.000000 sec): 3 clusters
  Score: Raw -7200187.325299 + Penalty 3600.925415 = -7196586.399884
  nChanged 2615
		SP:Iteration 9Q (37706.620000 sec): 3 clusters
  Score: Raw -7201680.299462 + Penalty 3600.925415 = -7198079.374047
  nChanged 2345
		SP:Iteration 10Q (37707.250000 sec): 3 clusters
  Score: Raw -7202900.454505 + Penalty 3600.925415 = -7199299.529090
  nChanged 1896
		SP:Iteration 11Q (37707.870000 sec): 3 clusters
  Score: Raw -7203663.048613 + Penalty 3600.925415 = -7200062.123198
  nChanged 1399
		SP:Iteration 12Q (37708.500000 sec): 3 clusters
  Score: Raw -7204082.851577 + Penalty 3600.925415 = -7200481.926162
  nChanged 1032
		SP:Iteration 13Q (37709.160000 sec): 3 clusters
  Score: Raw -7204342.418765 + Penalty 3600.925415 = -7200741.493350
  nChanged 888
		SP:Iteration 14Q (37709.840000 sec): 3 clusters
  Score: Raw -7204560.950635 + Penalty 3600.925415 = -7200960.025220
  nChanged 851
		SP:Iteration 15Q (37710.360000 sec): 3 clusters
  Score: Raw -7204755.984022 + Penalty 3600.925415 = -7201155.058607
  nChanged 826
		SP:Iteration 16Q (37710.930000 sec): 3 clusters
  Score: Raw -7204941.785897 + Penalty 3600.925415 = -7201340.860482
  nChanged 815
		SP:Iteration 17Q (37711.530000 sec): 3 clusters
  Score: Raw -7205123.219109 + Penalty 3600.925415 = -7201522.293694
  nChanged 825
		SP:Iteration 18Q (37712.040000 sec): 3 clusters
  Score: Raw -7205315.799842 + Penalty 3600.925415 = -7201714.874427
  nChanged 833
		SP:Iteration 19Q (37712.640000 sec): 3 clusters
  Score: Raw -7205512.338300 + Penalty 3600.925415 = -7201911.412885
  nChanged 825
		SP:Iteration 20F (37713.170000 sec): 3 clusters
  Score: Raw -7205713.683370 + Penalty 3600.925415 = -7202112.757956
  nChanged 858
		SP:Iteration 21Q (37713.690000 sec): 3 clusters
  Score: Raw -7205926.547191 + Penalty 3600.925415 = -7202325.621776
  nChanged 818
		SP:Iteration 22Q (37714.200000 sec): 3 clusters
  Score: Raw -7206139.600630 + Penalty 3600.925415 = -7202538.675216
  nChanged 847
		SP:Iteration 23Q (37714.690000 sec): 3 clusters
  Score: Raw -7206376.858302 + Penalty 3600.925415 = -7202775.932887
  nChanged 879
		SP:Iteration 24Q (37715.270000 sec): 3 clusters
  Score: Raw -7206644.571646 + Penalty 3600.925415 = -7203043.646231
  nChanged 926
		SP:Iteration 25Q (37715.830000 sec): 3 clusters
  Score: Raw -7206948.604088 + Penalty 3600.925415 = -7203347.678674
  nChanged 905
		SP:Iteration 26Q (37716.360000 sec): 3 clusters
  Score: Raw -7207254.833101 + Penalty 3600.925415 = -7203653.907686
  nChanged 869
		SP:Iteration 27Q (37716.900000 sec): 3 clusters
  Score: Raw -7207549.280630 + Penalty 3600.925415 = -7203948.355215
  nChanged 832
		SP:Iteration 28Q (37717.420000 sec): 3 clusters
  Score: Raw -7207854.336356 + Penalty 3600.925415 = -7204253.410941
  nChanged 860
		SP:Iteration 29Q (37717.920000 sec): 3 clusters
  Score: Raw -7208177.802902 + Penalty 3600.925415 = -7204576.877488
  nChanged 803
		SP:Iteration 30Q (37718.450000 sec): 3 clusters
  Score: Raw -7208486.214141 + Penalty 3600.925415 = -7204885.288726
  nChanged 764
		SP:Iteration 31Q (37718.940000 sec): 3 clusters
  Score: Raw -7208796.560615 + Penalty 3600.925415 = -7205195.635200
  nChanged 757
		SP:Iteration 32Q (37719.520000 sec): 3 clusters
  Score: Raw -7209121.425526 + Penalty 3600.925415 = -7205520.500111
  nChanged 716
		SP:Iteration 33Q (37720.040000 sec): 3 clusters
  Score: Raw -7209452.854854 + Penalty 3600.925415 = -7205851.929439
  nChanged 657
		SP:Iteration 34Q (37720.540000 sec): 3 clusters
  Score: Raw -7209766.148445 + Penalty 3600.925415 = -7206165.223030
  nChanged 589
		SP:Iteration 35Q (37720.990000 sec): 3 clusters
  Score: Raw -7210064.804079 + Penalty 3600.925415 = -7206463.878664
  nChanged 575
		SP:Iteration 36Q (37721.440000 sec): 3 clusters
  Score: Raw -7210373.319463 + Penalty 3600.925415 = -7206772.394048
  nChanged 493
		SP:Iteration 37Q (37721.880000 sec): 3 clusters
  Score: Raw -7210649.081417 + Penalty 3600.925415 = -7207048.156002
  nChanged 430
		SP:Iteration 38Q (37722.390000 sec): 3 clusters
  Score: Raw -7210860.886066 + Penalty 3600.925415 = -7207259.960651
  nChanged 337
		SP:Iteration 39Q (37722.870000 sec): 3 clusters
  Score: Raw -7211007.342666 + Penalty 3600.925415 = -7207406.417251
  nChanged 293
		SP:Iteration 40F (37723.360000 sec): 3 clusters
  Score: Raw -7211120.120655 + Penalty 3600.925415 = -7207519.195240
  nChanged 249
		SP:Iteration 41Q (37723.840000 sec): 3 clusters
  Score: Raw -7211207.964160 + Penalty 3600.925415 = -7207607.038745
  nChanged 205
		SP:Iteration 42Q (37724.360000 sec): 3 clusters
  Score: Raw -7211277.224961 + Penalty 3600.925415 = -7207676.299547
  nChanged 184
		SP:Iteration 43Q (37724.860000 sec): 3 clusters
  Score: Raw -7211339.999485 + Penalty 3600.925415 = -7207739.074070
  nChanged 169
		SP:Iteration 44Q (37725.380000 sec): 3 clusters
  Score: Raw -7211404.518235 + Penalty 3600.925415 = -7207803.592820
  nChanged 142
		SP:Iteration 45Q (37725.880000 sec): 3 clusters
  Score: Raw -7211454.493835 + Penalty 3600.925415 = -7207853.568420
  nChanged 130
		SP:Iteration 46Q (37726.320000 sec): 3 clusters
  Score: Raw -7211498.260456 + Penalty 3600.925415 = -7207897.335042
  nChanged 115
		SP:Iteration 47Q (37726.800000 sec): 3 clusters
  Score: Raw -7211538.934543 + Penalty 3600.925415 = -7207938.009128
  nChanged 100
		SP:Iteration 48Q (37727.300000 sec): 3 clusters
  Score: Raw -7211574.193937 + Penalty 3600.925415 = -7207973.268522
  nChanged 96
		SP:Iteration 49Q (37727.770000 sec): 3 clusters
  Score: Raw -7211606.444531 + Penalty 3600.925415 = -7208005.519116
  nChanged 81
		SP:Iteration 50Q (37728.290000 sec): 3 clusters
  Score: Raw -7211634.280625 + Penalty 3600.925415 = -7208033.355210
  nChanged 70
		SP:Iteration 51Q (37728.770000 sec): 3 clusters
  Score: Raw -7211657.519940 + Penalty 3600.925415 = -7208056.594525
  nChanged 63
		SP:Iteration 52Q (37729.310000 sec): 3 clusters
  Score: Raw -7211677.550950 + Penalty 3600.925415 = -7208076.625536
  nChanged 42
		SP:Iteration 53Q (37729.790000 sec): 3 clusters
  Score: Raw -7211690.176257 + Penalty 3600.925415 = -7208089.250843
  nChanged 37
		SP:Iteration 54Q (37730.290000 sec): 3 clusters
  Score: Raw -7211700.039454 + Penalty 3600.925415 = -7208099.114040
  nChanged 28
		SP:Iteration 55Q (37730.810000 sec): 3 clusters
  Score: Raw -7211706.833445 + Penalty 3600.925415 = -7208105.908030
  nChanged 30
		SP:Iteration 56Q (37731.320000 sec): 3 clusters
  Score: Raw -7211714.741101 + Penalty 3600.925415 = -7208113.815686
  nChanged 19
		SP:Iteration 57Q (37731.810000 sec): 3 clusters
  Score: Raw -7211718.522433 + Penalty 3600.925415 = -7208117.597018
  nChanged 14
		SP:Iteration 58Q (37732.320000 sec): 3 clusters
  Score: Raw -7211722.437860 + Penalty 3600.925415 = -7208121.512445
  nChanged 13
		SP:Iteration 59Q (37732.830000 sec): 3 clusters
  Score: Raw -7211725.599933 + Penalty 3600.925415 = -7208124.674519
  nChanged 9
		SP:Iteration 60F (37733.350000 sec): 3 clusters
  Score: Raw -7211726.982598 + Penalty 3600.925415 = -7208126.057183
  nChanged 6
		SP:Iteration 61Q (37733.860000 sec): 3 clusters
  Score: Raw -7211728.488144 + Penalty 3600.925415 = -7208127.562729
  nChanged 10
		SP:Iteration 62Q (37734.370000 sec): 3 clusters
  Score: Raw -7211730.717905 + Penalty 3600.925415 = -7208129.792490
  nChanged 10
		SP:Iteration 63Q (37734.900000 sec): 3 clusters
  Score: Raw -7211733.082263 + Penalty 3600.925415 = -7208132.156848
  nChanged 6
		SP:Iteration 64Q (37735.340000 sec): 3 clusters
  Score: Raw -7211734.085749 + Penalty 3600.925415 = -7208133.160334
  nChanged 5
		SP:Iteration 65Q (37735.840000 sec): 3 clusters
  Score: Raw -7211735.048158 + Penalty 3600.925415 = -7208134.122744
  nChanged 5
		SP:Iteration 66Q (37736.310000 sec): 3 clusters
  Score: Raw -7211735.922676 + Penalty 3600.925415 = -7208134.997261
  nChanged 2
		SP:Iteration 67Q (37736.800000 sec): 3 clusters
  Score: Raw -7211736.318353 + Penalty 3600.925415 = -7208135.392938
  nChanged 3
		SP:Iteration 68Q (37737.330000 sec): 3 clusters
  Score: Raw -7211736.899603 + Penalty 3600.925415 = -7208135.974189
  nChanged 4
		SP:Iteration 69Q (37737.800000 sec): 3 clusters
  Score: Raw -7211737.733260 + Penalty 3600.925415 = -7208136.807845
  nChanged 2
		SP:Iteration 70Q (37738.280000 sec): 3 clusters
  Score: Raw -7211738.393343 + Penalty 3600.925415 = -7208137.467929
  nChanged 2
		SP:Iteration 71Q (37738.790000 sec): 3 clusters
  Score: Raw -7211738.767344 + Penalty 3600.925415 = -7208137.841929
  nChanged 1
		SP:Iteration 72Q (37739.310000 sec): 3 clusters
  Score: Raw -7211739.164822 + Penalty 3600.925415 = -7208138.239407
  nChanged 1
		SP:Iteration 73Q (37739.790000 sec): 3 clusters
  Score: Raw -7211739.333481 + Penalty 3600.925415 = -7208138.408066
  nChanged 1
		SP:Iteration 74Q (37740.290000 sec): 3 clusters
  Score: Raw -7211739.538348 + Penalty 3600.925415 = -7208138.612933
  nChanged 1
		SP:Iteration 75Q (37740.800000 sec): 3 clusters
  Score: Raw -7211739.686677 + Penalty 3600.925415 = -7208138.761262
  nChanged 1
		SP:Iteration 76Q (37741.260000 sec): 3 clusters
  Score: Raw -7211739.772033 + Penalty 3600.925415 = -7208138.846618
  nChanged 0
		SP:Iteration 77F (37741.760000 sec): 3 clusters
  Score: Raw -7211739.772033 + Penalty 3600.925415 = -7208138.846618
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 35 (548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37741.880000 sec): 2 clusters
  Score: Raw -50775.451283 + Penalty 1024.769734 = -49750.681548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37742.070000 sec): 3 clusters
  Score: Raw -50686.979488 + Penalty 2049.539468 = -48637.440020
  nChanged 141
		SP:Iteration 1F (37742.300000 sec): 3 clusters
  Score: Raw -50862.689912 + Penalty 2049.539468 = -48813.150443
  nChanged 39
		SP:Iteration 2F (37742.450000 sec): 3 clusters
  Score: Raw -50930.268300 + Penalty 2049.539468 = -48880.728832
  nChanged 26
		SP:Iteration 3Q (37742.650000 sec): 3 clusters
  Score: Raw -50972.019515 + Penalty 2049.539468 = -48922.480047
  nChanged 18
		SP:Iteration 4Q (37742.910000 sec): 3 clusters
  Score: Raw -51001.380120 + Penalty 2049.539468 = -48951.840652
  nChanged 7
		SP:Iteration 5Q (37743.100000 sec): 3 clusters
  Score: Raw -51013.484796 + Penalty 2049.539468 = -48963.945328
  nChanged 8
		SP:Iteration 6Q (37743.230000 sec): 3 clusters
  Score: Raw -51033.151788 + Penalty 2049.539468 = -48983.612320
  nChanged 3
		SP:Iteration 7Q (37743.430000 sec): 3 clusters
  Score: Raw -51039.365338 + Penalty 2049.539468 = -48989.825870
  nChanged 7
		SP:Iteration 8Q (37743.620000 sec): 3 clusters
  Score: Raw -51060.103981 + Penalty 2049.539468 = -49010.564512
  nChanged 9
		SP:Iteration 9Q (37743.830000 sec): 3 clusters
  Score: Raw -51079.557366 + Penalty 2049.539468 = -49030.017898
  nChanged 8
		SP:Iteration 10Q (37744.010000 sec): 3 clusters
  Score: Raw -51096.399199 + Penalty 2049.539468 = -49046.859730
  nChanged 8
		SP:Iteration 11Q (37744.180000 sec): 3 clusters
  Score: Raw -51104.385550 + Penalty 2049.539468 = -49054.846082
  nChanged 4
		SP:Iteration 12Q (37744.450000 sec): 3 clusters
  Score: Raw -51117.565185 + Penalty 2049.539468 = -49068.025717
  nChanged 4
		SP:Iteration 13Q (37744.600000 sec): 3 clusters
  Score: Raw -51126.118991 + Penalty 2049.539468 = -49076.579522
  nChanged 7
		SP:Iteration 14Q (37744.830000 sec): 3 clusters
  Score: Raw -51138.420749 + Penalty 2049.539468 = -49088.881281
  nChanged 10
		SP:Iteration 15Q (37745.110000 sec): 3 clusters
  Score: Raw -51161.081990 + Penalty 2049.539468 = -49111.542522
  nChanged 4
		SP:Iteration 16Q (37745.270000 sec): 3 clusters
  Score: Raw -51177.405900 + Penalty 2049.539468 = -49127.866431
  nChanged 7
		SP:Iteration 17Q (37745.500000 sec): 3 clusters
  Score: Raw -51186.347049 + Penalty 2049.539468 = -49136.807581
  nChanged 9
		SP:Iteration 18Q (37745.670000 sec): 3 clusters
  Score: Raw -51198.509666 + Penalty 2049.539468 = -49148.970197
  nChanged 8
		SP:Iteration 19Q (37745.890000 sec): 3 clusters
  Score: Raw -51204.679757 + Penalty 2049.539468 = -49155.140289
  nChanged 4
		SP:Iteration 20F (37746.100000 sec): 3 clusters
  Score: Raw -51212.679856 + Penalty 2049.539468 = -49163.140388
  nChanged 1
		SP:Iteration 21Q (37746.270000 sec): 3 clusters
  Score: Raw -51213.988835 + Penalty 2049.539468 = -49164.449367
  nChanged 0
		SP:Iteration 22F (37746.480000 sec): 3 clusters
  Score: Raw -51213.988835 + Penalty 2049.539468 = -49164.449367
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 36 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37746.570000 sec): 2 clusters
  Score: Raw -52361.812556 + Penalty 995.970659 = -51365.841896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37746.750000 sec): 3 clusters
  Score: Raw -52306.487139 + Penalty 1991.941318 = -50314.545820
  nChanged 95
		SP:Iteration 1F (37747.010000 sec): 3 clusters
  Score: Raw -52461.653712 + Penalty 1991.941318 = -50469.712394
  nChanged 23
		SP:Iteration 2F (37747.190000 sec): 3 clusters
  Score: Raw -52499.835175 + Penalty 1991.941318 = -50507.893857
  nChanged 11
		SP:Iteration 3Q (37747.350000 sec): 3 clusters
  Score: Raw -52523.270880 + Penalty 1991.941318 = -50531.329562
  nChanged 11
		SP:Iteration 4Q (37747.570000 sec): 3 clusters
  Score: Raw -52549.790200 + Penalty 1991.941318 = -50557.848882
  nChanged 6
		SP:Iteration 5Q (37747.770000 sec): 3 clusters
  Score: Raw -52576.652799 + Penalty 1991.941318 = -50584.711481
  nChanged 7
		SP:Iteration 6Q (37748.030000 sec): 3 clusters
  Score: Raw -52600.884307 + Penalty 1991.941318 = -50608.942988
  nChanged 9
		SP:Iteration 7Q (37748.190000 sec): 3 clusters
  Score: Raw -52660.057393 + Penalty 1991.941318 = -50668.116074
  nChanged 11
		SP:Iteration 8Q (37748.370000 sec): 3 clusters
  Score: Raw -52705.209140 + Penalty 1991.941318 = -50713.267822
  nChanged 12
		SP:Iteration 9Q (37748.580000 sec): 3 clusters
  Score: Raw -52737.576868 + Penalty 1991.941318 = -50745.635550
  nChanged 11
		SP:Iteration 10Q (37748.770000 sec): 3 clusters
  Score: Raw -52756.276274 + Penalty 1991.941318 = -50764.334956
  nChanged 4
		SP:Iteration 11Q (37748.990000 sec): 3 clusters
  Score: Raw -52766.722131 + Penalty 1991.941318 = -50774.780812
  nChanged 3
		SP:Iteration 12Q (37749.110000 sec): 3 clusters
  Score: Raw -52776.748290 + Penalty 1991.941318 = -50784.806971
  nChanged 4
		SP:Iteration 13Q (37749.310000 sec): 3 clusters
  Score: Raw -52783.405458 + Penalty 1991.941318 = -50791.464140
  nChanged 1
		SP:Iteration 14Q (37749.440000 sec): 3 clusters
  Score: Raw -52785.248654 + Penalty 1991.941318 = -50793.307336
  nChanged 1
		SP:Iteration 15Q (37749.650000 sec): 3 clusters
  Score: Raw -52787.974913 + Penalty 1991.941318 = -50796.033595
  nChanged 2
		SP:Iteration 16Q (37749.830000 sec): 3 clusters
  Score: Raw -52790.911398 + Penalty 1991.941318 = -50798.970079
  nChanged 1
		SP:Iteration 17Q (37750.000000 sec): 3 clusters
  Score: Raw -52791.940665 + Penalty 1991.941318 = -50799.999347
  nChanged 0
		SP:Iteration 18F (37750.190000 sec): 3 clusters
  Score: Raw -52795.120775 + Penalty 1991.941318 = -50803.179457
  nChanged 1
		SP:Iteration 19Q (37750.360000 sec): 3 clusters
  Score: Raw -52798.863552 + Penalty 1991.941318 = -50806.922233
  nChanged 1
		SP:Iteration 20F (37750.550000 sec): 3 clusters
  Score: Raw -52800.508366 + Penalty 1991.941318 = -50808.567048
  nChanged 1
		SP:Iteration 21Q (37750.690000 sec): 3 clusters
  Score: Raw -52802.590021 + Penalty 1991.941318 = -50810.648703
  nChanged 3
		SP:Iteration 22Q (37750.870000 sec): 3 clusters
  Score: Raw -52815.122929 + Penalty 1991.941318 = -50823.181611
  nChanged 5
		SP:Iteration 23Q (37751.060000 sec): 3 clusters
  Score: Raw -52827.008602 + Penalty 1991.941318 = -50835.067284
  nChanged 2
		SP:Iteration 24Q (37751.190000 sec): 3 clusters
  Score: Raw -52829.771958 + Penalty 1991.941318 = -50837.830640
  nChanged 1
		SP:Iteration 25Q (37751.360000 sec): 3 clusters
  Score: Raw -52832.941411 + Penalty 1991.941318 = -50841.000093
  nChanged 1
		SP:Iteration 26Q (37751.540000 sec): 3 clusters
  Score: Raw -52837.927027 + Penalty 1991.941318 = -50845.985709
  nChanged 1
		SP:Iteration 27Q (37751.730000 sec): 3 clusters
  Score: Raw -52840.428491 + Penalty 1991.941318 = -50848.487173
  nChanged 0
		SP:Iteration 28F (37751.890000 sec): 3 clusters
  Score: Raw -52840.428491 + Penalty 1991.941318 = -50848.487173
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 37 (44344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37752.150000 sec): 2 clusters
  Score: Raw -5005134.371047 + Penalty 1738.706562 = -5003395.664485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37752.560000 sec): 3 clusters
  Score: Raw -4977015.278655 + Penalty 3477.413125 = -4973537.865530
  nChanged 20980
		SP:Iteration 1F (37752.980000 sec): 3 clusters
  Score: Raw -4989244.646231 + Penalty 3477.413125 = -4985767.233106
  nChanged 2147
		SP:Iteration 2Q (37753.390000 sec): 3 clusters
  Score: Raw -4990099.846657 + Penalty 3477.413125 = -4986622.433532
  nChanged 2378
		SP:Iteration 3F (37753.860000 sec): 3 clusters
  Score: Raw -4991290.401571 + Penalty 3477.413125 = -4987812.988446
  nChanged 2716
		SP:Iteration 4F (37754.270000 sec): 3 clusters
  Score: Raw -4992891.958632 + Penalty 3477.413125 = -4989414.545507
  nChanged 3108
		SP:Iteration 5F (37754.780000 sec): 3 clusters
  Score: Raw -4995037.444828 + Penalty 3477.413125 = -4991560.031703
  nChanged 3160
		SP:Iteration 6F (37755.200000 sec): 3 clusters
  Score: Raw -4997468.156151 + Penalty 3477.413125 = -4993990.743026
  nChanged 2986
		SP:Iteration 7F (37755.590000 sec): 3 clusters
  Score: Raw -4999948.168607 + Penalty 3477.413125 = -4996470.755482
  nChanged 2494
		SP:Iteration 8F (37755.990000 sec): 3 clusters
  Score: Raw -5002088.019234 + Penalty 3477.413125 = -4998610.606110
  nChanged 1679
		SP:Iteration 9Q (37756.510000 sec): 3 clusters
  Score: Raw -5003509.529291 + Penalty 3477.413125 = -5000032.116167
  nChanged 1034
		SP:Iteration 10Q (37756.970000 sec): 3 clusters
  Score: Raw -5004357.445818 + Penalty 3477.413125 = -5000880.032693
  nChanged 611
		SP:Iteration 11Q (37757.370000 sec): 3 clusters
  Score: Raw -5004868.822422 + Penalty 3477.413125 = -5001391.409297
  nChanged 319
		SP:Iteration 12Q (37757.800000 sec): 3 clusters
  Score: Raw -5005133.847460 + Penalty 3477.413125 = -5001656.434335
  nChanged 170
		SP:Iteration 13Q (37758.180000 sec): 3 clusters
  Score: Raw -5005262.516020 + Penalty 3477.413125 = -5001785.102895
  nChanged 111
		SP:Iteration 14Q (37758.560000 sec): 3 clusters
  Score: Raw -5005332.878612 + Penalty 3477.413125 = -5001855.465488
  nChanged 72
		SP:Iteration 15Q (37758.920000 sec): 3 clusters
  Score: Raw -5005382.851085 + Penalty 3477.413125 = -5001905.437960
  nChanged 50
		SP:Iteration 16Q (37759.260000 sec): 3 clusters
  Score: Raw -5005420.809346 + Penalty 3477.413125 = -5001943.396222
  nChanged 47
		SP:Iteration 17Q (37759.560000 sec): 3 clusters
  Score: Raw -5005456.501190 + Penalty 3477.413125 = -5001979.088065
  nChanged 47
		SP:Iteration 18Q (37759.920000 sec): 3 clusters
  Score: Raw -5005487.080632 + Penalty 3477.413125 = -5002009.667507
  nChanged 30
		SP:Iteration 19Q (37760.310000 sec): 3 clusters
  Score: Raw -5005503.956467 + Penalty 3477.413125 = -5002026.543343
  nChanged 19
		SP:Iteration 20F (37760.730000 sec): 3 clusters
  Score: Raw -5005514.746806 + Penalty 3477.413125 = -5002037.333681
  nChanged 16
		SP:Iteration 21Q (37761.090000 sec): 3 clusters
  Score: Raw -5005525.521779 + Penalty 3477.413125 = -5002048.108654
  nChanged 24
		SP:Iteration 22Q (37761.440000 sec): 3 clusters
  Score: Raw -5005540.538607 + Penalty 3477.413125 = -5002063.125483
  nChanged 17
		SP:Iteration 23Q (37761.810000 sec): 3 clusters
  Score: Raw -5005548.082122 + Penalty 3477.413125 = -5002070.668997
  nChanged 12
		SP:Iteration 24Q (37762.210000 sec): 3 clusters
  Score: Raw -5005553.650013 + Penalty 3477.413125 = -5002076.236888
  nChanged 9
		SP:Iteration 25Q (37762.560000 sec): 3 clusters
  Score: Raw -5005558.166721 + Penalty 3477.413125 = -5002080.753596
  nChanged 8
		SP:Iteration 26Q (37762.950000 sec): 3 clusters
  Score: Raw -5005562.136031 + Penalty 3477.413125 = -5002084.722906
  nChanged 7
		SP:Iteration 27Q (37763.290000 sec): 3 clusters
  Score: Raw -5005564.953698 + Penalty 3477.413125 = -5002087.540573
  nChanged 3
		SP:Iteration 28Q (37763.660000 sec): 3 clusters
  Score: Raw -5005566.252307 + Penalty 3477.413125 = -5002088.839182
  nChanged 4
		SP:Iteration 29Q (37764.040000 sec): 3 clusters
  Score: Raw -5005568.936831 + Penalty 3477.413125 = -5002091.523706
  nChanged 4
		SP:Iteration 30Q (37764.390000 sec): 3 clusters
  Score: Raw -5005574.112139 + Penalty 3477.413125 = -5002096.699014
  nChanged 7
		SP:Iteration 31Q (37764.710000 sec): 3 clusters
  Score: Raw -5005580.633627 + Penalty 3477.413125 = -5002103.220502
  nChanged 13
		SP:Iteration 32Q (37765.070000 sec): 3 clusters
  Score: Raw -5005588.711706 + Penalty 3477.413125 = -5002111.298581
  nChanged 6
		SP:Iteration 33Q (37765.430000 sec): 3 clusters
  Score: Raw -5005592.525312 + Penalty 3477.413125 = -5002115.112188
  nChanged 6
		SP:Iteration 34Q (37765.770000 sec): 3 clusters
  Score: Raw -5005596.579822 + Penalty 3477.413125 = -5002119.166698
  nChanged 9
		SP:Iteration 35Q (37766.130000 sec): 3 clusters
  Score: Raw -5005602.086635 + Penalty 3477.413125 = -5002124.673510
  nChanged 8
		SP:Iteration 36Q (37766.490000 sec): 3 clusters
  Score: Raw -5005607.392727 + Penalty 3477.413125 = -5002129.979603
  nChanged 7
		SP:Iteration 37Q (37766.830000 sec): 3 clusters
  Score: Raw -5005611.226813 + Penalty 3477.413125 = -5002133.813688
  nChanged 3
		SP:Iteration 38Q (37767.240000 sec): 3 clusters
  Score: Raw -5005613.391815 + Penalty 3477.413125 = -5002135.978690
  nChanged 1
		SP:Iteration 39Q (37767.590000 sec): 3 clusters
  Score: Raw -5005613.828389 + Penalty 3477.413125 = -5002136.415264
  nChanged 0
		SP:Iteration 40F (37767.990000 sec): 3 clusters
  Score: Raw -5005613.828389 + Penalty 3477.413125 = -5002136.415264
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 38 (7653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37768.150000 sec): 2 clusters
  Score: Raw -937223.694937 + Penalty 1453.213614 = -935770.481324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37768.400000 sec): 3 clusters
  Score: Raw -932992.951866 + Penalty 2906.427227 = -930086.524639
  nChanged 3248
		SP:Iteration 1F (37768.650000 sec): 3 clusters
  Score: Raw -934695.641262 + Penalty 2906.427227 = -931789.214035
  nChanged 547
		SP:Iteration 2F (37768.910000 sec): 3 clusters
  Score: Raw -934976.495839 + Penalty 2906.427227 = -932070.068612
  nChanged 437
		SP:Iteration 3F (37769.130000 sec): 3 clusters
  Score: Raw -935189.066835 + Penalty 2906.427227 = -932282.639608
  nChanged 350
		SP:Iteration 4Q (37769.380000 sec): 3 clusters
  Score: Raw -935341.663594 + Penalty 2906.427227 = -932435.236367
  nChanged 317
		SP:Iteration 5Q (37769.630000 sec): 3 clusters
  Score: Raw -935470.647553 + Penalty 2906.427227 = -932564.220326
  nChanged 276
		SP:Iteration 6Q (37769.850000 sec): 3 clusters
  Score: Raw -935588.494867 + Penalty 2906.427227 = -932682.067640
  nChanged 258
		SP:Iteration 7Q (37770.100000 sec): 3 clusters
  Score: Raw -935703.631843 + Penalty 2906.427227 = -932797.204616
  nChanged 235
		SP:Iteration 8Q (37770.360000 sec): 3 clusters
  Score: Raw -935810.579398 + Penalty 2906.427227 = -932904.152171
  nChanged 252
		SP:Iteration 9Q (37770.630000 sec): 3 clusters
  Score: Raw -935941.550184 + Penalty 2906.427227 = -933035.122956
  nChanged 275
		SP:Iteration 10Q (37770.880000 sec): 3 clusters
  Score: Raw -936104.145657 + Penalty 2906.427227 = -933197.718429
  nChanged 268
		SP:Iteration 11Q (37771.120000 sec): 3 clusters
  Score: Raw -936281.145070 + Penalty 2906.427227 = -933374.717843
  nChanged 281
		SP:Iteration 12Q (37771.360000 sec): 3 clusters
  Score: Raw -936454.948615 + Penalty 2906.427227 = -933548.521388
  nChanged 255
		SP:Iteration 13Q (37771.600000 sec): 3 clusters
  Score: Raw -936655.611200 + Penalty 2906.427227 = -933749.183972
  nChanged 231
		SP:Iteration 14Q (37771.850000 sec): 3 clusters
  Score: Raw -936844.196992 + Penalty 2906.427227 = -933937.769765
  nChanged 204
		SP:Iteration 15Q (37772.070000 sec): 3 clusters
  Score: Raw -937028.361350 + Penalty 2906.427227 = -934121.934123
  nChanged 157
		SP:Iteration 16Q (37772.300000 sec): 3 clusters
  Score: Raw -937186.153921 + Penalty 2906.427227 = -934279.726694
  nChanged 118
		SP:Iteration 17Q (37772.500000 sec): 3 clusters
  Score: Raw -937308.295632 + Penalty 2906.427227 = -934401.868405
  nChanged 97
		SP:Iteration 18Q (37772.700000 sec): 3 clusters
  Score: Raw -937404.069608 + Penalty 2906.427227 = -934497.642380
  nChanged 71
		SP:Iteration 19Q (37772.930000 sec): 3 clusters
  Score: Raw -937475.222749 + Penalty 2906.427227 = -934568.795522
  nChanged 57
		SP:Iteration 20F (37773.150000 sec): 3 clusters
  Score: Raw -937520.862890 + Penalty 2906.427227 = -934614.435663
  nChanged 39
		SP:Iteration 21Q (37773.360000 sec): 3 clusters
  Score: Raw -937549.473504 + Penalty 2906.427227 = -934643.046277
  nChanged 26
		SP:Iteration 22Q (37773.640000 sec): 3 clusters
  Score: Raw -937562.129097 + Penalty 2906.427227 = -934655.701870
  nChanged 17
		SP:Iteration 23Q (37773.830000 sec): 3 clusters
  Score: Raw -937571.563024 + Penalty 2906.427227 = -934665.135797
  nChanged 13
		SP:Iteration 24Q (37774.040000 sec): 3 clusters
  Score: Raw -937578.791987 + Penalty 2906.427227 = -934672.364760
  nChanged 14
		SP:Iteration 25Q (37774.240000 sec): 3 clusters
  Score: Raw -937586.804946 + Penalty 2906.427227 = -934680.377719
  nChanged 9
		SP:Iteration 26Q (37774.490000 sec): 3 clusters
  Score: Raw -937592.910099 + Penalty 2906.427227 = -934686.482872
  nChanged 14
		SP:Iteration 27Q (37774.760000 sec): 3 clusters
  Score: Raw -937602.484872 + Penalty 2906.427227 = -934696.057645
  nChanged 13
		SP:Iteration 28Q (37775.040000 sec): 3 clusters
  Score: Raw -937610.547794 + Penalty 2906.427227 = -934704.120567
  nChanged 6
		SP:Iteration 29Q (37775.290000 sec): 3 clusters
  Score: Raw -937614.617826 + Penalty 2906.427227 = -934708.190599
  nChanged 6
		SP:Iteration 30Q (37775.530000 sec): 3 clusters
  Score: Raw -937617.432095 + Penalty 2906.427227 = -934711.004868
  nChanged 6
		SP:Iteration 31Q (37775.760000 sec): 3 clusters
  Score: Raw -937621.015718 + Penalty 2906.427227 = -934714.588491
  nChanged 4
		SP:Iteration 32Q (37775.970000 sec): 3 clusters
  Score: Raw -937623.366650 + Penalty 2906.427227 = -934716.939423
  nChanged 4
		SP:Iteration 33Q (37776.180000 sec): 3 clusters
  Score: Raw -937625.729576 + Penalty 2906.427227 = -934719.302348
  nChanged 1
		SP:Iteration 34Q (37776.380000 sec): 3 clusters
  Score: Raw -937626.313411 + Penalty 2906.427227 = -934719.886183
  nChanged 1
		SP:Iteration 35Q (37776.630000 sec): 3 clusters
  Score: Raw -937626.935923 + Penalty 2906.427227 = -934720.508695
  nChanged 1
		SP:Iteration 36Q (37776.880000 sec): 3 clusters
  Score: Raw -937627.462446 + Penalty 2906.427227 = -934721.035219
  nChanged 1
		SP:Iteration 37Q (37777.110000 sec): 3 clusters
  Score: Raw -937628.240190 + Penalty 2906.427227 = -934721.812963
  nChanged 1
		SP:Iteration 38Q (37777.320000 sec): 3 clusters
  Score: Raw -937629.153428 + Penalty 2906.427227 = -934722.726201
  nChanged 1
		SP:Iteration 39Q (37777.530000 sec): 3 clusters
  Score: Raw -937629.723357 + Penalty 2906.427227 = -934723.296130
  nChanged 1
		SP:Iteration 40F (37777.720000 sec): 3 clusters
  Score: Raw -937630.120727 + Penalty 2906.427227 = -934723.693499
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 39 (20768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37777.950000 sec): 2 clusters
  Score: Raw -2501700.774507 + Penalty 1615.439901 = -2500085.334607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37778.320000 sec): 3 clusters
  Score: Raw -2489173.063449 + Penalty 3230.879801 = -2485942.183647
  nChanged 9369
		SP:Iteration 1F (37778.660000 sec): 3 clusters
  Score: Raw -2494147.792706 + Penalty 3230.879801 = -2490916.912905
  nChanged 1098
		SP:Iteration 2F (37779.020000 sec): 3 clusters
  Score: Raw -2494569.520200 + Penalty 3230.879801 = -2491338.640398
  nChanged 1043
		SP:Iteration 3F (37779.370000 sec): 3 clusters
  Score: Raw -2494966.850525 + Penalty 3230.879801 = -2491735.970723
  nChanged 990
		SP:Iteration 4Q (37779.590000 sec): 3 clusters
  Score: Raw -2495356.863734 + Penalty 3230.879801 = -2492125.983933
  nChanged 932
		SP:Iteration 5Q (37779.910000 sec): 3 clusters
  Score: Raw -2495743.748010 + Penalty 3230.879801 = -2492512.868208
  nChanged 920
		SP:Iteration 6Q (37780.220000 sec): 3 clusters
  Score: Raw -2496153.525178 + Penalty 3230.879801 = -2492922.645377
  nChanged 919
		SP:Iteration 7Q (37780.590000 sec): 3 clusters
  Score: Raw -2496603.343602 + Penalty 3230.879801 = -2493372.463800
  nChanged 962
		SP:Iteration 8Q (37780.930000 sec): 3 clusters
  Score: Raw -2497144.609210 + Penalty 3230.879801 = -2493913.729408
  nChanged 1017
		SP:Iteration 9Q (37781.250000 sec): 3 clusters
  Score: Raw -2497787.016107 + Penalty 3230.879801 = -2494556.136305
  nChanged 1003
		SP:Iteration 10Q (37781.550000 sec): 3 clusters
  Score: Raw -2498466.262499 + Penalty 3230.879801 = -2495235.382698
  nChanged 950
		SP:Iteration 11Q (37781.860000 sec): 3 clusters
  Score: Raw -2499079.040378 + Penalty 3230.879801 = -2495848.160576
  nChanged 805
		SP:Iteration 12Q (37782.200000 sec): 3 clusters
  Score: Raw -2499454.792677 + Penalty 3230.879801 = -2496223.912876
  nChanged 574
		SP:Iteration 13Q (37782.460000 sec): 3 clusters
  Score: Raw -2499648.967900 + Penalty 3230.879801 = -2496418.088099
  nChanged 369
		SP:Iteration 14Q (37782.760000 sec): 3 clusters
  Score: Raw -2499752.238443 + Penalty 3230.879801 = -2496521.358642
  nChanged 265
		SP:Iteration 15Q (37783.030000 sec): 3 clusters
  Score: Raw -2499813.730238 + Penalty 3230.879801 = -2496582.850437
  nChanged 204
		SP:Iteration 16Q (37783.330000 sec): 3 clusters
  Score: Raw -2499853.879160 + Penalty 3230.879801 = -2496622.999359
  nChanged 172
		SP:Iteration 17Q (37783.650000 sec): 3 clusters
  Score: Raw -2499886.093491 + Penalty 3230.879801 = -2496655.213690
  nChanged 149
		SP:Iteration 18Q (37783.920000 sec): 3 clusters
  Score: Raw -2499913.675762 + Penalty 3230.879801 = -2496682.795960
  nChanged 144
		SP:Iteration 19Q (37784.190000 sec): 3 clusters
  Score: Raw -2499941.078980 + Penalty 3230.879801 = -2496710.199179
  nChanged 137
		SP:Iteration 20F (37784.480000 sec): 3 clusters
  Score: Raw -2499964.436233 + Penalty 3230.879801 = -2496733.556432
  nChanged 118
		SP:Iteration 21Q (37784.790000 sec): 3 clusters
  Score: Raw -2499983.925842 + Penalty 3230.879801 = -2496753.046040
  nChanged 105
		SP:Iteration 22Q (37785.120000 sec): 3 clusters
  Score: Raw -2499998.275005 + Penalty 3230.879801 = -2496767.395203
  nChanged 91
		SP:Iteration 23Q (37785.430000 sec): 3 clusters
  Score: Raw -2500009.845772 + Penalty 3230.879801 = -2496778.965971
  nChanged 85
		SP:Iteration 24Q (37785.760000 sec): 3 clusters
  Score: Raw -2500020.108302 + Penalty 3230.879801 = -2496789.228500
  nChanged 85
		SP:Iteration 25Q (37786.040000 sec): 3 clusters
  Score: Raw -2500031.571934 + Penalty 3230.879801 = -2496800.692133
  nChanged 86
		SP:Iteration 26Q (37786.370000 sec): 3 clusters
  Score: Raw -2500041.770316 + Penalty 3230.879801 = -2496810.890514
  nChanged 85
		SP:Iteration 27Q (37786.690000 sec): 3 clusters
  Score: Raw -2500053.862975 + Penalty 3230.879801 = -2496822.983174
  nChanged 79
		SP:Iteration 28Q (37787.020000 sec): 3 clusters
  Score: Raw -2500063.623375 + Penalty 3230.879801 = -2496832.743573
  nChanged 71
		SP:Iteration 29Q (37787.320000 sec): 3 clusters
  Score: Raw -2500071.367619 + Penalty 3230.879801 = -2496840.487818
  nChanged 75
		SP:Iteration 30Q (37787.620000 sec): 3 clusters
  Score: Raw -2500081.273621 + Penalty 3230.879801 = -2496850.393820
  nChanged 83
		SP:Iteration 31Q (37787.910000 sec): 3 clusters
  Score: Raw -2500095.604190 + Penalty 3230.879801 = -2496864.724389
  nChanged 100
		SP:Iteration 32Q (37788.260000 sec): 3 clusters
  Score: Raw -2500113.154913 + Penalty 3230.879801 = -2496882.275111
  nChanged 108
		SP:Iteration 33Q (37788.600000 sec): 3 clusters
  Score: Raw -2500130.577609 + Penalty 3230.879801 = -2496899.697808
  nChanged 108
		SP:Iteration 34Q (37788.950000 sec): 3 clusters
  Score: Raw -2500147.747134 + Penalty 3230.879801 = -2496916.867332
  nChanged 110
		SP:Iteration 35Q (37789.300000 sec): 3 clusters
  Score: Raw -2500167.494823 + Penalty 3230.879801 = -2496936.615021
  nChanged 112
		SP:Iteration 36Q (37789.600000 sec): 3 clusters
  Score: Raw -2500186.496600 + Penalty 3230.879801 = -2496955.616798
  nChanged 105
		SP:Iteration 37Q (37789.850000 sec): 3 clusters
  Score: Raw -2500203.842286 + Penalty 3230.879801 = -2496972.962484
  nChanged 97
		SP:Iteration 38Q (37790.190000 sec): 3 clusters
  Score: Raw -2500220.453554 + Penalty 3230.879801 = -2496989.573753
  nChanged 108
		SP:Iteration 39Q (37790.550000 sec): 3 clusters
  Score: Raw -2500238.883282 + Penalty 3230.879801 = -2497008.003481
  nChanged 103
		SP:Iteration 40F (37790.910000 sec): 3 clusters
  Score: Raw -2500254.766383 + Penalty 3230.879801 = -2497023.886582
  nChanged 82
		SP:Iteration 41Q (37791.210000 sec): 3 clusters
  Score: Raw -2500267.783082 + Penalty 3230.879801 = -2497036.903281
  nChanged 88
		SP:Iteration 42Q (37791.490000 sec): 3 clusters
  Score: Raw -2500281.811605 + Penalty 3230.879801 = -2497050.931803
  nChanged 94
		SP:Iteration 43Q (37791.810000 sec): 3 clusters
  Score: Raw -2500297.793998 + Penalty 3230.879801 = -2497066.914197
  nChanged 112
		SP:Iteration 44Q (37792.120000 sec): 3 clusters
  Score: Raw -2500319.830677 + Penalty 3230.879801 = -2497088.950875
  nChanged 115
		SP:Iteration 45Q (37792.400000 sec): 3 clusters
  Score: Raw -2500345.108065 + Penalty 3230.879801 = -2497114.228264
  nChanged 130
		SP:Iteration 46Q (37792.620000 sec): 3 clusters
  Score: Raw -2500373.825157 + Penalty 3230.879801 = -2497142.945356
  nChanged 145
		SP:Iteration 47Q (37792.940000 sec): 3 clusters
  Score: Raw -2500409.926382 + Penalty 3230.879801 = -2497179.046581
  nChanged 157
		SP:Iteration 48Q (37793.240000 sec): 3 clusters
  Score: Raw -2500451.345442 + Penalty 3230.879801 = -2497220.465640
  nChanged 169
		SP:Iteration 49Q (37793.480000 sec): 3 clusters
  Score: Raw -2500490.013499 + Penalty 3230.879801 = -2497259.133698
  nChanged 137
		SP:Iteration 50Q (37793.820000 sec): 3 clusters
  Score: Raw -2500520.858908 + Penalty 3230.879801 = -2497289.979107
  nChanged 142
		SP:Iteration 51Q (37794.080000 sec): 3 clusters
  Score: Raw -2500555.198117 + Penalty 3230.879801 = -2497324.318316
  nChanged 160
		SP:Iteration 52Q (37794.380000 sec): 3 clusters
  Score: Raw -2500596.193992 + Penalty 3230.879801 = -2497365.314191
  nChanged 155
		SP:Iteration 53Q (37794.700000 sec): 3 clusters
  Score: Raw -2500636.347615 + Penalty 3230.879801 = -2497405.467813
  nChanged 162
		SP:Iteration 54Q (37795.000000 sec): 3 clusters
  Score: Raw -2500680.898505 + Penalty 3230.879801 = -2497450.018704
  nChanged 152
		SP:Iteration 55Q (37795.360000 sec): 3 clusters
  Score: Raw -2500721.633240 + Penalty 3230.879801 = -2497490.753438
  nChanged 150
		SP:Iteration 56Q (37795.630000 sec): 3 clusters
  Score: Raw -2500768.808958 + Penalty 3230.879801 = -2497537.929156
  nChanged 161
		SP:Iteration 57Q (37795.960000 sec): 3 clusters
  Score: Raw -2500818.166819 + Penalty 3230.879801 = -2497587.287018
  nChanged 137
		SP:Iteration 58Q (37796.330000 sec): 3 clusters
  Score: Raw -2500857.011298 + Penalty 3230.879801 = -2497626.131496
  nChanged 153
		SP:Iteration 59Q (37796.680000 sec): 3 clusters
  Score: Raw -2500900.763875 + Penalty 3230.879801 = -2497669.884073
  nChanged 146
		SP:Iteration 60F (37796.960000 sec): 3 clusters
  Score: Raw -2500935.774287 + Penalty 3230.879801 = -2497704.894485
  nChanged 147
		SP:Iteration 61Q (37797.290000 sec): 3 clusters
  Score: Raw -2500971.762620 + Penalty 3230.879801 = -2497740.882819
  nChanged 149
		SP:Iteration 62Q (37797.600000 sec): 3 clusters
  Score: Raw -2501013.339496 + Penalty 3230.879801 = -2497782.459695
  nChanged 148
		SP:Iteration 63Q (37798.000000 sec): 3 clusters
  Score: Raw -2501055.679375 + Penalty 3230.879801 = -2497824.799574
  nChanged 136
		SP:Iteration 64Q (37798.270000 sec): 3 clusters
  Score: Raw -2501093.883686 + Penalty 3230.879801 = -2497863.003884
  nChanged 144
		SP:Iteration 65Q (37798.640000 sec): 3 clusters
  Score: Raw -2501139.922631 + Penalty 3230.879801 = -2497909.042830
  nChanged 159
		SP:Iteration 66Q (37798.890000 sec): 3 clusters
  Score: Raw -2501185.531768 + Penalty 3230.879801 = -2497954.651967
  nChanged 146
		SP:Iteration 67Q (37799.190000 sec): 3 clusters
  Score: Raw -2501229.512868 + Penalty 3230.879801 = -2497998.633066
  nChanged 155
		SP:Iteration 68Q (37799.520000 sec): 3 clusters
  Score: Raw -2501273.023049 + Penalty 3230.879801 = -2498042.143247
  nChanged 146
		SP:Iteration 69Q (37799.840000 sec): 3 clusters
  Score: Raw -2501312.733556 + Penalty 3230.879801 = -2498081.853754
  nChanged 129
		SP:Iteration 70Q (37800.150000 sec): 3 clusters
  Score: Raw -2501346.604279 + Penalty 3230.879801 = -2498115.724478
  nChanged 125
		SP:Iteration 71Q (37800.470000 sec): 3 clusters
  Score: Raw -2501383.977855 + Penalty 3230.879801 = -2498153.098053
  nChanged 119
		SP:Iteration 72Q (37800.760000 sec): 3 clusters
  Score: Raw -2501419.058494 + Penalty 3230.879801 = -2498188.178692
  nChanged 101
		SP:Iteration 73Q (37801.090000 sec): 3 clusters
  Score: Raw -2501445.651855 + Penalty 3230.879801 = -2498214.772053
  nChanged 94
		SP:Iteration 74Q (37801.360000 sec): 3 clusters
  Score: Raw -2501474.268276 + Penalty 3230.879801 = -2498243.388475
  nChanged 86
		SP:Iteration 75Q (37801.640000 sec): 3 clusters
  Score: Raw -2501500.044372 + Penalty 3230.879801 = -2498269.164571
  nChanged 83
		SP:Iteration 76Q (37801.920000 sec): 3 clusters
  Score: Raw -2501522.378969 + Penalty 3230.879801 = -2498291.499167
  nChanged 69
		SP:Iteration 77Q (37802.160000 sec): 3 clusters
  Score: Raw -2501539.890970 + Penalty 3230.879801 = -2498309.011168
  nChanged 59
		SP:Iteration 78Q (37802.420000 sec): 3 clusters
  Score: Raw -2501554.749687 + Penalty 3230.879801 = -2498323.869885
  nChanged 61
		SP:Iteration 79Q (37802.650000 sec): 3 clusters
  Score: Raw -2501569.819640 + Penalty 3230.879801 = -2498338.939839
  nChanged 57
		SP:Iteration 80F (37802.930000 sec): 3 clusters
  Score: Raw -2501584.218370 + Penalty 3230.879801 = -2498353.338568
  nChanged 61
		SP:Iteration 81Q (37803.140000 sec): 3 clusters
  Score: Raw -2501602.856863 + Penalty 3230.879801 = -2498371.977061
  nChanged 70
		SP:Iteration 82Q (37803.400000 sec): 3 clusters
  Score: Raw -2501623.875250 + Penalty 3230.879801 = -2498392.995448
  nChanged 60
		SP:Iteration 83Q (37803.670000 sec): 3 clusters
  Score: Raw -2501642.361405 + Penalty 3230.879801 = -2498411.481604
  nChanged 58
		SP:Iteration 84Q (37803.920000 sec): 3 clusters
  Score: Raw -2501662.387618 + Penalty 3230.879801 = -2498431.507816
  nChanged 63
		SP:Iteration 85Q (37804.160000 sec): 3 clusters
  Score: Raw -2501684.349728 + Penalty 3230.879801 = -2498453.469927
  nChanged 61
		SP:Iteration 86Q (37804.520000 sec): 3 clusters
  Score: Raw -2501704.514269 + Penalty 3230.879801 = -2498473.634468
  nChanged 50
		SP:Iteration 87Q (37804.810000 sec): 3 clusters
  Score: Raw -2501719.638957 + Penalty 3230.879801 = -2498488.759156
  nChanged 44
		SP:Iteration 88Q (37805.100000 sec): 3 clusters
  Score: Raw -2501734.449032 + Penalty 3230.879801 = -2498503.569231
  nChanged 51
		SP:Iteration 89Q (37805.420000 sec): 3 clusters
  Score: Raw -2501753.937268 + Penalty 3230.879801 = -2498523.057466
  nChanged 43
		SP:Iteration 90Q (37805.680000 sec): 3 clusters
  Score: Raw -2501768.104588 + Penalty 3230.879801 = -2498537.224786
  nChanged 42
		SP:Iteration 91Q (37806.010000 sec): 3 clusters
  Score: Raw -2501780.808201 + Penalty 3230.879801 = -2498549.928400
  nChanged 37
		SP:Iteration 92Q (37806.250000 sec): 3 clusters
  Score: Raw -2501792.111428 + Penalty 3230.879801 = -2498561.231627
  nChanged 34
		SP:Iteration 93Q (37806.560000 sec): 3 clusters
  Score: Raw -2501802.991386 + Penalty 3230.879801 = -2498572.111585
  nChanged 34
		SP:Iteration 94Q (37806.850000 sec): 3 clusters
  Score: Raw -2501814.196654 + Penalty 3230.879801 = -2498583.316852
  nChanged 35
		SP:Iteration 95Q (37807.090000 sec): 3 clusters
  Score: Raw -2501826.436025 + Penalty 3230.879801 = -2498595.556224
  nChanged 45
		SP:Iteration 96Q (37807.360000 sec): 3 clusters
  Score: Raw -2501841.116578 + Penalty 3230.879801 = -2498610.236777
  nChanged 36
		SP:Iteration 97Q (37807.650000 sec): 3 clusters
  Score: Raw -2501854.829238 + Penalty 3230.879801 = -2498623.949437
  nChanged 30
		SP:Iteration 98Q (37807.930000 sec): 3 clusters
  Score: Raw -2501868.699986 + Penalty 3230.879801 = -2498637.820185
  nChanged 34
		SP:Iteration 99Q (37808.230000 sec): 3 clusters
  Score: Raw -2501881.775689 + Penalty 3230.879801 = -2498650.895887
  nChanged 31
		SP:Iteration 100F (37808.560000 sec): 3 clusters
  Score: Raw -2501894.283631 + Penalty 3230.879801 = -2498663.403830
  nChanged 32
		SP:Iteration 101Q (37808.850000 sec): 3 clusters
  Score: Raw -2501904.954394 + Penalty 3230.879801 = -2498674.074593
  nChanged 18
		SP:Iteration 102Q (37809.110000 sec): 3 clusters
  Score: Raw -2501910.605596 + Penalty 3230.879801 = -2498679.725795
  nChanged 14
		SP:Iteration 103Q (37809.360000 sec): 3 clusters
  Score: Raw -2501916.001589 + Penalty 3230.879801 = -2498685.121788
  nChanged 15
		SP:Iteration 104Q (37809.730000 sec): 3 clusters
  Score: Raw -2501920.104426 + Penalty 3230.879801 = -2498689.224625
  nChanged 12
		SP:Iteration 105Q (37810.010000 sec): 3 clusters
  Score: Raw -2501924.735615 + Penalty 3230.879801 = -2498693.855814
  nChanged 11
		SP:Iteration 106Q (37810.280000 sec): 3 clusters
  Score: Raw -2501927.463937 + Penalty 3230.879801 = -2498696.584136
  nChanged 5
		SP:Iteration 107Q (37810.590000 sec): 3 clusters
  Score: Raw -2501928.721697 + Penalty 3230.879801 = -2498697.841896
  nChanged 3
		SP:Iteration 108Q (37810.910000 sec): 3 clusters
  Score: Raw -2501930.379364 + Penalty 3230.879801 = -2498699.499562
  nChanged 7
		SP:Iteration 109Q (37811.170000 sec): 3 clusters
  Score: Raw -2501933.993404 + Penalty 3230.879801 = -2498703.113602
  nChanged 11
		SP:Iteration 110Q (37811.430000 sec): 3 clusters
  Score: Raw -2501939.225064 + Penalty 3230.879801 = -2498708.345263
  nChanged 14
		SP:Iteration 111Q (37811.670000 sec): 3 clusters
  Score: Raw -2501943.839346 + Penalty 3230.879801 = -2498712.959544
  nChanged 11
		SP:Iteration 112Q (37811.900000 sec): 3 clusters
  Score: Raw -2501948.326163 + Penalty 3230.879801 = -2498717.446361
  nChanged 15
		SP:Iteration 113Q (37812.150000 sec): 3 clusters
  Score: Raw -2501955.732675 + Penalty 3230.879801 = -2498724.852874
  nChanged 14
		SP:Iteration 114Q (37812.410000 sec): 3 clusters
  Score: Raw -2501962.169579 + Penalty 3230.879801 = -2498731.289778
  nChanged 14
		SP:Iteration 115Q (37812.690000 sec): 3 clusters
  Score: Raw -2501966.579587 + Penalty 3230.879801 = -2498735.699785
  nChanged 13
		SP:Iteration 116Q (37812.910000 sec): 3 clusters
  Score: Raw -2501971.889842 + Penalty 3230.879801 = -2498741.010041
  nChanged 16
		SP:Iteration 117Q (37813.200000 sec): 3 clusters
  Score: Raw -2501977.850665 + Penalty 3230.879801 = -2498746.970864
  nChanged 10
		SP:Iteration 118Q (37813.470000 sec): 3 clusters
  Score: Raw -2501980.883307 + Penalty 3230.879801 = -2498750.003506
  nChanged 8
		SP:Iteration 119Q (37813.790000 sec): 3 clusters
  Score: Raw -2501983.129770 + Penalty 3230.879801 = -2498752.249969
  nChanged 6
		SP:Iteration 120F (37814.060000 sec): 3 clusters
  Score: Raw -2501984.338472 + Penalty 3230.879801 = -2498753.458671
  nChanged 6
		SP:Iteration 121Q (37814.360000 sec): 3 clusters
  Score: Raw -2501987.090350 + Penalty 3230.879801 = -2498756.210549
  nChanged 14
		SP:Iteration 122Q (37814.660000 sec): 3 clusters
  Score: Raw -2501994.315921 + Penalty 3230.879801 = -2498763.436120
  nChanged 12
		SP:Iteration 123Q (37814.860000 sec): 3 clusters
  Score: Raw -2501999.161160 + Penalty 3230.879801 = -2498768.281359
  nChanged 9
		SP:Iteration 124Q (37815.150000 sec): 3 clusters
  Score: Raw -2502002.722618 + Penalty 3230.879801 = -2498771.842816
  nChanged 10
		SP:Iteration 125Q (37815.450000 sec): 3 clusters
  Score: Raw -2502006.637651 + Penalty 3230.879801 = -2498775.757850
  nChanged 13
		SP:Iteration 126Q (37815.770000 sec): 3 clusters
  Score: Raw -2502010.977429 + Penalty 3230.879801 = -2498780.097628
  nChanged 9
		SP:Iteration 127Q (37816.040000 sec): 3 clusters
  Score: Raw -2502015.049800 + Penalty 3230.879801 = -2498784.169999
  nChanged 7
		SP:Iteration 128Q (37816.320000 sec): 3 clusters
  Score: Raw -2502017.809993 + Penalty 3230.879801 = -2498786.930192
  nChanged 7
		SP:Iteration 129Q (37816.590000 sec): 3 clusters
  Score: Raw -2502021.133045 + Penalty 3230.879801 = -2498790.253244
  nChanged 7
		SP:Iteration 130Q (37816.850000 sec): 3 clusters
  Score: Raw -2502024.068991 + Penalty 3230.879801 = -2498793.189189
  nChanged 5
		SP:Iteration 131Q (37817.130000 sec): 3 clusters
  Score: Raw -2502025.554037 + Penalty 3230.879801 = -2498794.674236
  nChanged 3
		SP:Iteration 132Q (37817.440000 sec): 3 clusters
  Score: Raw -2502026.209694 + Penalty 3230.879801 = -2498795.329893
  nChanged 1
		SP:Iteration 133Q (37817.690000 sec): 3 clusters
  Score: Raw -2502026.501862 + Penalty 3230.879801 = -2498795.622061
  nChanged 0
		SP:Iteration 134F (37817.990000 sec): 3 clusters
  Score: Raw -2502026.501862 + Penalty 3230.879801 = -2498795.622061
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 40 (9704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37818.110000 sec): 2 clusters
  Score: Raw -1086656.804302 + Penalty 1491.797686 = -1085165.006617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37818.360000 sec): 3 clusters
  Score: Raw -1081150.836046 + Penalty 2983.595371 = -1078167.240675
  nChanged 4202
		SP:Iteration 1F (37818.610000 sec): 3 clusters
  Score: Raw -1083546.702071 + Penalty 2983.595371 = -1080563.106699
  nChanged 636
		SP:Iteration 2F (37818.810000 sec): 3 clusters
  Score: Raw -1083871.561187 + Penalty 2983.595371 = -1080887.965815
  nChanged 529
		SP:Iteration 3F (37819.010000 sec): 3 clusters
  Score: Raw -1084150.598037 + Penalty 2983.595371 = -1081167.002666
  nChanged 529
		SP:Iteration 4F (37819.190000 sec): 3 clusters
  Score: Raw -1084451.102564 + Penalty 2983.595371 = -1081467.507192
  nChanged 549
		SP:Iteration 5F (37819.450000 sec): 3 clusters
  Score: Raw -1084836.996736 + Penalty 2983.595371 = -1081853.401364
  nChanged 603
		SP:Iteration 6F (37819.710000 sec): 3 clusters
  Score: Raw -1085315.640330 + Penalty 2983.595371 = -1082332.044958
  nChanged 565
		SP:Iteration 7F (37819.960000 sec): 3 clusters
  Score: Raw -1085792.828612 + Penalty 2983.595371 = -1082809.233240
  nChanged 565
		SP:Iteration 8F (37820.210000 sec): 3 clusters
  Score: Raw -1086235.466243 + Penalty 2983.595371 = -1083251.870871
  nChanged 479
		SP:Iteration 9Q (37820.430000 sec): 3 clusters
  Score: Raw -1086553.234250 + Penalty 2983.595371 = -1083569.638879
  nChanged 379
		SP:Iteration 10Q (37820.680000 sec): 3 clusters
  Score: Raw -1086743.649730 + Penalty 2983.595371 = -1083760.054359
  nChanged 251
		SP:Iteration 11Q (37820.940000 sec): 3 clusters
  Score: Raw -1086840.706739 + Penalty 2983.595371 = -1083857.111368
  nChanged 181
		SP:Iteration 12Q (37821.170000 sec): 3 clusters
  Score: Raw -1086912.127713 + Penalty 2983.595371 = -1083928.532342
  nChanged 165
		SP:Iteration 13Q (37821.430000 sec): 3 clusters
  Score: Raw -1086981.927597 + Penalty 2983.595371 = -1083998.332225
  nChanged 128
		SP:Iteration 14Q (37821.690000 sec): 3 clusters
  Score: Raw -1087033.421809 + Penalty 2983.595371 = -1084049.826438
  nChanged 109
		SP:Iteration 15Q (37821.890000 sec): 3 clusters
  Score: Raw -1087069.277434 + Penalty 2983.595371 = -1084085.682062
  nChanged 96
		SP:Iteration 16Q (37822.120000 sec): 3 clusters
  Score: Raw -1087097.962434 + Penalty 2983.595371 = -1084114.367062
  nChanged 70
		SP:Iteration 17Q (37822.350000 sec): 3 clusters
  Score: Raw -1087116.315618 + Penalty 2983.595371 = -1084132.720247
  nChanged 60
		SP:Iteration 18Q (37822.610000 sec): 3 clusters
  Score: Raw -1087131.267588 + Penalty 2983.595371 = -1084147.672216
  nChanged 48
		SP:Iteration 19Q (37822.810000 sec): 3 clusters
  Score: Raw -1087146.863803 + Penalty 2983.595371 = -1084163.268431
  nChanged 68
		SP:Iteration 20F (37823.050000 sec): 3 clusters
  Score: Raw -1087166.570971 + Penalty 2983.595371 = -1084182.975599
  nChanged 78
		SP:Iteration 21Q (37823.330000 sec): 3 clusters
  Score: Raw -1087198.783338 + Penalty 2983.595371 = -1084215.187967
  nChanged 89
		SP:Iteration 22Q (37823.590000 sec): 3 clusters
  Score: Raw -1087231.262304 + Penalty 2983.595371 = -1084247.666932
  nChanged 75
		SP:Iteration 23Q (37823.810000 sec): 3 clusters
  Score: Raw -1087257.063831 + Penalty 2983.595371 = -1084273.468459
  nChanged 72
		SP:Iteration 24Q (37824.090000 sec): 3 clusters
  Score: Raw -1087277.798340 + Penalty 2983.595371 = -1084294.202968
  nChanged 57
		SP:Iteration 25Q (37824.330000 sec): 3 clusters
  Score: Raw -1087291.833616 + Penalty 2983.595371 = -1084308.238244
  nChanged 58
		SP:Iteration 26Q (37824.570000 sec): 3 clusters
  Score: Raw -1087307.640238 + Penalty 2983.595371 = -1084324.044866
  nChanged 49
		SP:Iteration 27Q (37824.830000 sec): 3 clusters
  Score: Raw -1087318.911333 + Penalty 2983.595371 = -1084335.315962
  nChanged 41
		SP:Iteration 28Q (37825.050000 sec): 3 clusters
  Score: Raw -1087328.574212 + Penalty 2983.595371 = -1084344.978841
  nChanged 45
		SP:Iteration 29Q (37825.330000 sec): 3 clusters
  Score: Raw -1087338.979197 + Penalty 2983.595371 = -1084355.383825
  nChanged 43
		SP:Iteration 30Q (37825.570000 sec): 3 clusters
  Score: Raw -1087347.147096 + Penalty 2983.595371 = -1084363.551725
  nChanged 35
		SP:Iteration 31Q (37825.820000 sec): 3 clusters
  Score: Raw -1087354.225709 + Penalty 2983.595371 = -1084370.630337
  nChanged 38
		SP:Iteration 32Q (37826.060000 sec): 3 clusters
  Score: Raw -1087361.151837 + Penalty 2983.595371 = -1084377.556466
  nChanged 20
		SP:Iteration 33Q (37826.340000 sec): 3 clusters
  Score: Raw -1087365.819795 + Penalty 2983.595371 = -1084382.224424
  nChanged 20
		SP:Iteration 34Q (37826.550000 sec): 3 clusters
  Score: Raw -1087369.033467 + Penalty 2983.595371 = -1084385.438096
  nChanged 15
		SP:Iteration 35Q (37826.770000 sec): 3 clusters
  Score: Raw -1087371.541778 + Penalty 2983.595371 = -1084387.946407
  nChanged 15
		SP:Iteration 36Q (37827.010000 sec): 3 clusters
  Score: Raw -1087373.863358 + Penalty 2983.595371 = -1084390.267987
  nChanged 11
		SP:Iteration 37Q (37827.240000 sec): 3 clusters
  Score: Raw -1087376.846547 + Penalty 2983.595371 = -1084393.251175
  nChanged 13
		SP:Iteration 38Q (37827.460000 sec): 3 clusters
  Score: Raw -1087378.776682 + Penalty 2983.595371 = -1084395.181311
  nChanged 10
		SP:Iteration 39Q (37827.730000 sec): 3 clusters
  Score: Raw -1087380.062588 + Penalty 2983.595371 = -1084396.467217
  nChanged 7
		SP:Iteration 40F (37827.980000 sec): 3 clusters
  Score: Raw -1087382.152191 + Penalty 2983.595371 = -1084398.556820
  nChanged 13
		SP:Iteration 41Q (37828.260000 sec): 3 clusters
  Score: Raw -1087384.711237 + Penalty 2983.595371 = -1084401.115865
  nChanged 17
		SP:Iteration 42Q (37828.500000 sec): 3 clusters
  Score: Raw -1087387.712169 + Penalty 2983.595371 = -1084404.116798
  nChanged 17
		SP:Iteration 43Q (37828.710000 sec): 3 clusters
  Score: Raw -1087390.804990 + Penalty 2983.595371 = -1084407.209619
  nChanged 17
		SP:Iteration 44Q (37828.930000 sec): 3 clusters
  Score: Raw -1087393.886084 + Penalty 2983.595371 = -1084410.290713
  nChanged 12
		SP:Iteration 45Q (37829.150000 sec): 3 clusters
  Score: Raw -1087395.556012 + Penalty 2983.595371 = -1084411.960640
  nChanged 5
		SP:Iteration 46Q (37829.410000 sec): 3 clusters
  Score: Raw -1087396.223373 + Penalty 2983.595371 = -1084412.628002
  nChanged 7
		SP:Iteration 47Q (37829.630000 sec): 3 clusters
  Score: Raw -1087397.632297 + Penalty 2983.595371 = -1084414.036926
  nChanged 15
		SP:Iteration 48Q (37829.850000 sec): 3 clusters
  Score: Raw -1087400.287323 + Penalty 2983.595371 = -1084416.691951
  nChanged 12
		SP:Iteration 49Q (37830.040000 sec): 3 clusters
  Score: Raw -1087402.033656 + Penalty 2983.595371 = -1084418.438285
  nChanged 10
		SP:Iteration 50Q (37830.300000 sec): 3 clusters
  Score: Raw -1087403.836545 + Penalty 2983.595371 = -1084420.241173
  nChanged 7
		SP:Iteration 51Q (37830.510000 sec): 3 clusters
  Score: Raw -1087405.131396 + Penalty 2983.595371 = -1084421.536024
  nChanged 6
		SP:Iteration 52Q (37830.710000 sec): 3 clusters
  Score: Raw -1087406.177002 + Penalty 2983.595371 = -1084422.581631
  nChanged 8
		SP:Iteration 53Q (37830.920000 sec): 3 clusters
  Score: Raw -1087407.286983 + Penalty 2983.595371 = -1084423.691611
  nChanged 4
		SP:Iteration 54Q (37831.130000 sec): 3 clusters
  Score: Raw -1087408.253043 + Penalty 2983.595371 = -1084424.657671
  nChanged 6
		SP:Iteration 55Q (37831.370000 sec): 3 clusters
  Score: Raw -1087409.348532 + Penalty 2983.595371 = -1084425.753161
  nChanged 4
		SP:Iteration 56Q (37831.610000 sec): 3 clusters
  Score: Raw -1087409.749733 + Penalty 2983.595371 = -1084426.154362
  nChanged 2
		SP:Iteration 57Q (37831.840000 sec): 3 clusters
  Score: Raw -1087409.903475 + Penalty 2983.595371 = -1084426.308103
  nChanged 2
		SP:Iteration 58Q (37832.030000 sec): 3 clusters
  Score: Raw -1087410.083146 + Penalty 2983.595371 = -1084426.487775
  nChanged 1
		SP:Iteration 59Q (37832.270000 sec): 3 clusters
  Score: Raw -1087410.160448 + Penalty 2983.595371 = -1084426.565077
  nChanged 0
		SP:Iteration 60F (37832.520000 sec): 3 clusters
  Score: Raw -1087410.160448 + Penalty 2983.595371 = -1084426.565077
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 41 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37832.600000 sec): 2 clusters
  Score: Raw -59332.096530 + Penalty 1014.361281 = -58317.735249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37832.750000 sec): 3 clusters
  Score: Raw -59299.861458 + Penalty 2028.722561 = -57271.138897
  nChanged 133
		SP:Iteration 1F (37832.950000 sec): 3 clusters
  Score: Raw -59436.958042 + Penalty 2028.722561 = -57408.235481
  nChanged 30
		SP:Iteration 2F (37833.130000 sec): 3 clusters
  Score: Raw -59474.152730 + Penalty 2028.722561 = -57445.430169
  nChanged 18
		SP:Iteration 3Q (37833.300000 sec): 3 clusters
  Score: Raw -59499.805400 + Penalty 2028.722561 = -57471.082838
  nChanged 12
		SP:Iteration 4Q (37833.490000 sec): 3 clusters
  Score: Raw -59515.611502 + Penalty 2028.722561 = -57486.888940
  nChanged 7
		SP:Iteration 5Q (37833.630000 sec): 3 clusters
  Score: Raw -59525.424525 + Penalty 2028.722561 = -57496.701963
  nChanged 4
		SP:Iteration 6Q (37833.850000 sec): 3 clusters
  Score: Raw -59530.845958 + Penalty 2028.722561 = -57502.123396
  nChanged 5
		SP:Iteration 7Q (37834.030000 sec): 3 clusters
  Score: Raw -59543.042702 + Penalty 2028.722561 = -57514.320141
  nChanged 5
		SP:Iteration 8Q (37834.210000 sec): 3 clusters
  Score: Raw -59546.622068 + Penalty 2028.722561 = -57517.899507
  nChanged 1
		SP:Iteration 9Q (37834.370000 sec): 3 clusters
  Score: Raw -59546.874271 + Penalty 2028.722561 = -57518.151710
  nChanged 0
		SP:Iteration 10F (37834.560000 sec): 3 clusters
  Score: Raw -59546.874271 + Penalty 2028.722561 = -57518.151710
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 42 (392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37834.630000 sec): 2 clusters
  Score: Raw -40321.304082 + Penalty 970.330049 = -39350.974033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37834.780000 sec): 3 clusters
  Score: Raw -40345.300925 + Penalty 1940.660098 = -38404.640827
  nChanged 81
		SP:Iteration 1F (37834.990000 sec): 3 clusters
  Score: Raw -40505.045719 + Penalty 1940.660098 = -38564.385621
  nChanged 26
		SP:Iteration 2F (37835.200000 sec): 3 clusters
  Score: Raw -40596.623117 + Penalty 1940.660098 = -38655.963019
  nChanged 13
		SP:Iteration 3Q (37835.350000 sec): 3 clusters
  Score: Raw -40617.561061 + Penalty 1940.660098 = -38676.900963
  nChanged 4
		SP:Iteration 4Q (37835.560000 sec): 3 clusters
  Score: Raw -40623.625860 + Penalty 1940.660098 = -38682.965762
  nChanged 2
		SP:Iteration 5Q (37835.720000 sec): 3 clusters
  Score: Raw -40624.839829 + Penalty 1940.660098 = -38684.179731
  nChanged 2
		SP:Iteration 6Q (37835.890000 sec): 3 clusters
  Score: Raw -40626.795724 + Penalty 1940.660098 = -38686.135626
  nChanged 5
		SP:Iteration 7Q (37836.040000 sec): 3 clusters
  Score: Raw -40632.969743 + Penalty 1940.660098 = -38692.309645
  nChanged 5
		SP:Iteration 8Q (37836.240000 sec): 3 clusters
  Score: Raw -40641.707614 + Penalty 1940.660098 = -38701.047516
  nChanged 4
		SP:Iteration 9Q (37836.450000 sec): 3 clusters
  Score: Raw -40646.402686 + Penalty 1940.660098 = -38705.742588
  nChanged 2
		SP:Iteration 10Q (37836.650000 sec): 3 clusters
  Score: Raw -40649.554503 + Penalty 1940.660098 = -38708.894405
  nChanged 1
		SP:Iteration 11Q (37836.800000 sec): 3 clusters
  Score: Raw -40653.050364 + Penalty 1940.660098 = -38712.390266
  nChanged 2
		SP:Iteration 12Q (37836.980000 sec): 3 clusters
  Score: Raw -40661.072285 + Penalty 1940.660098 = -38720.412187
  nChanged 4
		SP:Iteration 13Q (37837.160000 sec): 3 clusters
  Score: Raw -40668.502016 + Penalty 1940.660098 = -38727.841918
  nChanged 3
		SP:Iteration 14Q (37837.330000 sec): 3 clusters
  Score: Raw -40673.643219 + Penalty 1940.660098 = -38732.983121
  nChanged 0
		SP:Iteration 15F (37837.500000 sec): 3 clusters
  Score: Raw -40673.643219 + Penalty 1940.660098 = -38732.983121
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 43 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37837.600000 sec): 2 clusters
  Score: Raw -11660.301754 + Penalty 827.734408 = -10832.567346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37837.750000 sec): 3 clusters
  Score: Raw -11846.765465 + Penalty 1655.468815 = -10191.296649
  nChanged 25
		SP:Iteration 1F (37837.890000 sec): 3 clusters
  Score: Raw -11942.049103 + Penalty 1655.468815 = -10286.580288
  nChanged 5
		SP:Iteration 2Q (37838.150000 sec): 3 clusters
  Score: Raw -12008.376285 + Penalty 1655.468815 = -10352.907470
  nChanged 7
		SP:Iteration 3Q (37838.270000 sec): 3 clusters
  Score: Raw -12032.100564 + Penalty 1655.468815 = -10376.631748
  nChanged 4
		SP:Iteration 4Q (37838.420000 sec): 3 clusters
  Score: Raw -12041.275937 + Penalty 1655.468815 = -10385.807122
  nChanged 2
		SP:Iteration 5Q (37838.610000 sec): 3 clusters
  Score: Raw -12048.539108 + Penalty 1655.468815 = -10393.070293
  nChanged 1
		SP:Iteration 6Q (37838.800000 sec): 3 clusters
  Score: Raw -12050.339025 + Penalty 1655.468815 = -10394.870210
  nChanged 0
		SP:Iteration 7F (37838.990000 sec): 3 clusters
  Score: Raw -12050.339025 + Penalty 1655.468815 = -10394.870210
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 44 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37839.090000 sec): 2 clusters
  Score: Raw -54623.833206 + Penalty 1002.561744 = -53621.271462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37839.260000 sec): 3 clusters
  Score: Raw -54578.482492 + Penalty 2005.123488 = -52573.359004
  nChanged 92
		SP:Iteration 1F (37839.430000 sec): 3 clusters
  Score: Raw -54712.912767 + Penalty 2005.123488 = -52707.789279
  nChanged 22
		SP:Iteration 2Q (37839.600000 sec): 3 clusters
  Score: Raw -54752.820050 + Penalty 2005.123488 = -52747.696562
  nChanged 11
		SP:Iteration 3Q (37839.820000 sec): 3 clusters
  Score: Raw -54779.757041 + Penalty 2005.123488 = -52774.633553
  nChanged 9
		SP:Iteration 4Q (37840.020000 sec): 3 clusters
  Score: Raw -54799.278492 + Penalty 2005.123488 = -52794.155004
  nChanged 9
		SP:Iteration 5Q (37840.210000 sec): 3 clusters
  Score: Raw -54810.886953 + Penalty 2005.123488 = -52805.763465
  nChanged 3
		SP:Iteration 6Q (37840.430000 sec): 3 clusters
  Score: Raw -54815.158240 + Penalty 2005.123488 = -52810.034752
  nChanged 3
		SP:Iteration 7Q (37840.600000 sec): 3 clusters
  Score: Raw -54820.919874 + Penalty 2005.123488 = -52815.796386
  nChanged 1
		SP:Iteration 8Q (37840.770000 sec): 3 clusters
  Score: Raw -54822.565183 + Penalty 2005.123488 = -52817.441695
  nChanged 2
		SP:Iteration 9Q (37840.970000 sec): 3 clusters
  Score: Raw -54825.449836 + Penalty 2005.123488 = -52820.326348
  nChanged 0
		SP:Iteration 10F (37841.150000 sec): 3 clusters
  Score: Raw -54825.449836 + Penalty 2005.123488 = -52820.326348
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 45 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37841.230000 sec): 2 clusters
  Score: Raw -19899.233317 + Penalty 860.976572 = -19038.256745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37841.460000 sec): 3 clusters
  Score: Raw -19985.889251 + Penalty 1721.953144 = -18263.936107
  nChanged 25
		SP:Iteration 1F (37841.620000 sec): 3 clusters
  Score: Raw -20057.168072 + Penalty 1721.953144 = -18335.214928
  nChanged 7
		SP:Iteration 2Q (37841.780000 sec): 3 clusters
  Score: Raw -20082.409803 + Penalty 1721.953144 = -18360.456659
  nChanged 4
		SP:Iteration 3Q (37842.010000 sec): 3 clusters
  Score: Raw -20095.289940 + Penalty 1721.953144 = -18373.336796
  nChanged 1
		SP:Iteration 4Q (37842.180000 sec): 3 clusters
  Score: Raw -20096.346278 + Penalty 1721.953144 = -18374.393134
  nChanged 0
		SP:Iteration 5F (37842.350000 sec): 3 clusters
  Score: Raw -20096.346278 + Penalty 1721.953144 = -18374.393134
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 46 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37842.420000 sec): 2 clusters
  Score: Raw -13500.312183 + Penalty 794.681733 = -12705.630450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37842.590000 sec): 3 clusters
  Score: Raw -13697.822422 + Penalty 1589.363467 = -12108.458956
  nChanged 19
		SP:Iteration 1F (37842.800000 sec): 3 clusters
  Score: Raw -13787.849984 + Penalty 1589.363467 = -12198.486518
  nChanged 5
		SP:Iteration 2Q (37842.990000 sec): 3 clusters
  Score: Raw -13819.575249 + Penalty 1589.363467 = -12230.211782
  nChanged 0
		SP:Iteration 3F (37843.150000 sec): 3 clusters
  Score: Raw -13819.575249 + Penalty 1589.363467 = -12230.211782
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 47 (7154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37843.280000 sec): 2 clusters
  Score: Raw -788470.167955 + Penalty 1442.256874 = -787027.911080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37843.500000 sec): 3 clusters
  Score: Raw -784568.167044 + Penalty 2884.513749 = -781683.653295
  nChanged 3046
		SP:Iteration 1F (37843.720000 sec): 3 clusters
  Score: Raw -786376.346915 + Penalty 2884.513749 = -783491.833166
  nChanged 565
		SP:Iteration 2F (37843.940000 sec): 3 clusters
  Score: Raw -786744.502721 + Penalty 2884.513749 = -783859.988972
  nChanged 486
		SP:Iteration 3F (37844.180000 sec): 3 clusters
  Score: Raw -787025.915285 + Penalty 2884.513749 = -784141.401536
  nChanged 401
		SP:Iteration 4F (37844.390000 sec): 3 clusters
  Score: Raw -787261.763615 + Penalty 2884.513749 = -784377.249866
  nChanged 363
		SP:Iteration 5F (37844.590000 sec): 3 clusters
  Score: Raw -787485.612543 + Penalty 2884.513749 = -784601.098795
  nChanged 338
		SP:Iteration 6Q (37844.850000 sec): 3 clusters
  Score: Raw -787685.551421 + Penalty 2884.513749 = -784801.037673
  nChanged 268
		SP:Iteration 7Q (37845.080000 sec): 3 clusters
  Score: Raw -787839.442143 + Penalty 2884.513749 = -784954.928394
  nChanged 254
		SP:Iteration 8Q (37845.290000 sec): 3 clusters
  Score: Raw -787973.623842 + Penalty 2884.513749 = -785089.110093
  nChanged 187
		SP:Iteration 9Q (37845.520000 sec): 3 clusters
  Score: Raw -788056.115974 + Penalty 2884.513749 = -785171.602225
  nChanged 152
		SP:Iteration 10Q (37845.690000 sec): 3 clusters
  Score: Raw -788135.539479 + Penalty 2884.513749 = -785251.025730
  nChanged 134
		SP:Iteration 11Q (37845.920000 sec): 3 clusters
  Score: Raw -788200.288445 + Penalty 2884.513749 = -785315.774696
  nChanged 111
		SP:Iteration 12Q (37846.100000 sec): 3 clusters
  Score: Raw -788251.036103 + Penalty 2884.513749 = -785366.522354
  nChanged 107
		SP:Iteration 13Q (37846.290000 sec): 3 clusters
  Score: Raw -788304.884802 + Penalty 2884.513749 = -785420.371053
  nChanged 100
		SP:Iteration 14Q (37846.490000 sec): 3 clusters
  Score: Raw -788360.017144 + Penalty 2884.513749 = -785475.503395
  nChanged 101
		SP:Iteration 15Q (37846.730000 sec): 3 clusters
  Score: Raw -788416.278256 + Penalty 2884.513749 = -785531.764507
  nChanged 100
		SP:Iteration 16Q (37846.950000 sec): 3 clusters
  Score: Raw -788469.343156 + Penalty 2884.513749 = -785584.829407
  nChanged 79
		SP:Iteration 17Q (37847.180000 sec): 3 clusters
  Score: Raw -788507.372823 + Penalty 2884.513749 = -785622.859074
  nChanged 65
		SP:Iteration 18Q (37847.390000 sec): 3 clusters
  Score: Raw -788540.000549 + Penalty 2884.513749 = -785655.486800
  nChanged 67
		SP:Iteration 19Q (37847.610000 sec): 3 clusters
  Score: Raw -788576.976499 + Penalty 2884.513749 = -785692.462750
  nChanged 65
		SP:Iteration 20F (37847.850000 sec): 3 clusters
  Score: Raw -788608.053894 + Penalty 2884.513749 = -785723.540145
  nChanged 44
		SP:Iteration 21Q (37848.060000 sec): 3 clusters
  Score: Raw -788630.535827 + Penalty 2884.513749 = -785746.022078
  nChanged 32
		SP:Iteration 22Q (37848.250000 sec): 3 clusters
  Score: Raw -788647.928296 + Penalty 2884.513749 = -785763.414547
  nChanged 38
		SP:Iteration 23Q (37848.500000 sec): 3 clusters
  Score: Raw -788665.984231 + Penalty 2884.513749 = -785781.470482
  nChanged 36
		SP:Iteration 24Q (37848.700000 sec): 3 clusters
  Score: Raw -788681.992633 + Penalty 2884.513749 = -785797.478884
  nChanged 24
		SP:Iteration 25Q (37848.910000 sec): 3 clusters
  Score: Raw -788691.575533 + Penalty 2884.513749 = -785807.061784
  nChanged 20
		SP:Iteration 26Q (37849.140000 sec): 3 clusters
  Score: Raw -788698.221746 + Penalty 2884.513749 = -785813.707997
  nChanged 14
		SP:Iteration 27Q (37849.340000 sec): 3 clusters
  Score: Raw -788703.495567 + Penalty 2884.513749 = -785818.981818
  nChanged 11
		SP:Iteration 28Q (37849.520000 sec): 3 clusters
  Score: Raw -788707.555749 + Penalty 2884.513749 = -785823.042000
  nChanged 10
		SP:Iteration 29Q (37849.720000 sec): 3 clusters
  Score: Raw -788711.102877 + Penalty 2884.513749 = -785826.589128
  nChanged 6
		SP:Iteration 30Q (37849.920000 sec): 3 clusters
  Score: Raw -788712.493822 + Penalty 2884.513749 = -785827.980073
  nChanged 6
		SP:Iteration 31Q (37850.130000 sec): 3 clusters
  Score: Raw -788714.054263 + Penalty 2884.513749 = -785829.540514
  nChanged 6
		SP:Iteration 32Q (37850.340000 sec): 3 clusters
  Score: Raw -788716.348903 + Penalty 2884.513749 = -785831.835154
  nChanged 4
		SP:Iteration 33Q (37850.520000 sec): 3 clusters
  Score: Raw -788717.431055 + Penalty 2884.513749 = -785832.917306
  nChanged 3
		SP:Iteration 34Q (37850.740000 sec): 3 clusters
  Score: Raw -788718.613438 + Penalty 2884.513749 = -785834.099689
  nChanged 3
		SP:Iteration 35Q (37850.920000 sec): 3 clusters
  Score: Raw -788719.422137 + Penalty 2884.513749 = -785834.908388
  nChanged 3
		SP:Iteration 36Q (37851.120000 sec): 3 clusters
  Score: Raw -788720.032690 + Penalty 2884.513749 = -785835.518941
  nChanged 2
		SP:Iteration 37Q (37851.290000 sec): 3 clusters
  Score: Raw -788720.661288 + Penalty 2884.513749 = -785836.147539
  nChanged 2
		SP:Iteration 38Q (37851.480000 sec): 3 clusters
  Score: Raw -788721.673585 + Penalty 2884.513749 = -785837.159836
  nChanged 3
		SP:Iteration 39Q (37851.670000 sec): 3 clusters
  Score: Raw -788723.076582 + Penalty 2884.513749 = -785838.562833
  nChanged 0
		SP:Iteration 40F (37851.870000 sec): 3 clusters
  Score: Raw -788723.076582 + Penalty 2884.513749 = -785838.562833
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 48 (105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37851.990000 sec): 2 clusters
  Score: Raw -10930.676901 + Penalty 756.268557 = -10174.408344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37852.120000 sec): 3 clusters
  Score: Raw -11182.843762 + Penalty 1512.537114 = -9670.306648
  nChanged 6
		SP:Iteration 1F (37852.270000 sec): 3 clusters
  Score: Raw -11226.296652 + Penalty 1512.537114 = -9713.759538
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 49 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37852.370000 sec): 2 clusters
  Score: Raw -29106.600621 + Penalty 917.958314 = -28188.642307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37852.510000 sec): 3 clusters
  Score: Raw -29142.063784 + Penalty 1835.916627 = -27306.147157
  nChanged 53
		SP:Iteration 1F (37852.660000 sec): 3 clusters
  Score: Raw -29255.283549 + Penalty 1835.916627 = -27419.366922
  nChanged 11
		SP:Iteration 2Q (37852.800000 sec): 3 clusters
  Score: Raw -29296.826412 + Penalty 1835.916627 = -27460.909785
  nChanged 5
		SP:Iteration 3Q (37852.950000 sec): 3 clusters
  Score: Raw -29310.669295 + Penalty 1835.916627 = -27474.752667
  nChanged 2
		SP:Iteration 4Q (37853.090000 sec): 3 clusters
  Score: Raw -29319.297348 + Penalty 1835.916627 = -27483.380721
  nChanged 1
		SP:Iteration 5Q (37853.280000 sec): 3 clusters
  Score: Raw -29323.182955 + Penalty 1835.916627 = -27487.266328
  nChanged 0
		SP:Iteration 6F (37853.430000 sec): 3 clusters
  Score: Raw -29323.182955 + Penalty 1835.916627 = -27487.266328
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 50 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37853.490000 sec): 2 clusters
  Score: Raw -11251.753571 + Penalty 780.653420 = -10471.100152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37853.660000 sec): 3 clusters
  Score: Raw -11499.744059 + Penalty 1561.306840 = -9938.437219
  nChanged 8
		SP:Iteration 1F (37853.800000 sec): 3 clusters
  Score: Raw -11523.835310 + Penalty 1561.306840 = -9962.528471
  nChanged 3
		SP:Iteration 2Q (37853.950000 sec): 3 clusters
  Score: Raw -11560.887399 + Penalty 1561.306840 = -9999.580559
  nChanged 0
		SP:Iteration 3F (37854.100000 sec): 3 clusters
  Score: Raw -11560.887399 + Penalty 1561.306840 = -9999.580559
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 51 (17054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37854.240000 sec): 2 clusters
  Score: Raw -2110672.547244 + Penalty 1583.422760 = -2109089.124484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37854.500000 sec): 3 clusters
  Score: Raw -2100551.646772 + Penalty 3166.845519 = -2097384.801253
  nChanged 7629
		SP:Iteration 1F (37854.750000 sec): 3 clusters
  Score: Raw -2104721.338737 + Penalty 3166.845519 = -2101554.493217
  nChanged 881
		SP:Iteration 2F (37855.020000 sec): 3 clusters
  Score: Raw -2105045.264570 + Penalty 3166.845519 = -2101878.419051
  nChanged 811
		SP:Iteration 3Q (37855.310000 sec): 3 clusters
  Score: Raw -2105339.860848 + Penalty 3166.845519 = -2102173.015329
  nChanged 783
		SP:Iteration 4Q (37855.570000 sec): 3 clusters
  Score: Raw -2105698.937888 + Penalty 3166.845519 = -2102532.092368
  nChanged 814
		SP:Iteration 5Q (37855.820000 sec): 3 clusters
  Score: Raw -2106136.803132 + Penalty 3166.845519 = -2102969.957613
  nChanged 891
		SP:Iteration 6F (37856.110000 sec): 3 clusters
  Score: Raw -2106686.824671 + Penalty 3166.845519 = -2103519.979152
  nChanged 960
		SP:Iteration 7F (37856.410000 sec): 3 clusters
  Score: Raw -2107362.728584 + Penalty 3166.845519 = -2104195.883065
  nChanged 1032
		SP:Iteration 8F (37856.680000 sec): 3 clusters
  Score: Raw -2108192.617814 + Penalty 3166.845519 = -2105025.772295
  nChanged 968
		SP:Iteration 9F (37856.980000 sec): 3 clusters
  Score: Raw -2109031.523534 + Penalty 3166.845519 = -2105864.678015
  nChanged 786
		SP:Iteration 10Q (37857.240000 sec): 3 clusters
  Score: Raw -2109724.744980 + Penalty 3166.845519 = -2106557.899461
  nChanged 519
		SP:Iteration 11Q (37857.560000 sec): 3 clusters
  Score: Raw -2110199.421815 + Penalty 3166.845519 = -2107032.576295
  nChanged 308
		SP:Iteration 12Q (37857.790000 sec): 3 clusters
  Score: Raw -2110484.264853 + Penalty 3166.845519 = -2107317.419334
  nChanged 182
		SP:Iteration 13Q (37858.050000 sec): 3 clusters
  Score: Raw -2110643.413975 + Penalty 3166.845519 = -2107476.568456
  nChanged 104
		SP:Iteration 14Q (37858.320000 sec): 3 clusters
  Score: Raw -2110737.593789 + Penalty 3166.845519 = -2107570.748270
  nChanged 65
		SP:Iteration 15Q (37858.610000 sec): 3 clusters
  Score: Raw -2110790.718082 + Penalty 3166.845519 = -2107623.872563
  nChanged 32
		SP:Iteration 16Q (37858.830000 sec): 3 clusters
  Score: Raw -2110813.493050 + Penalty 3166.845519 = -2107646.647531
  nChanged 24
		SP:Iteration 17Q (37859.080000 sec): 3 clusters
  Score: Raw -2110834.449402 + Penalty 3166.845519 = -2107667.603882
  nChanged 17
		SP:Iteration 18Q (37859.360000 sec): 3 clusters
  Score: Raw -2110849.988158 + Penalty 3166.845519 = -2107683.142638
  nChanged 16
		SP:Iteration 19Q (37859.610000 sec): 3 clusters
  Score: Raw -2110861.383112 + Penalty 3166.845519 = -2107694.537593
  nChanged 13
		SP:Iteration 20F (37859.870000 sec): 3 clusters
  Score: Raw -2110871.823387 + Penalty 3166.845519 = -2107704.977868
  nChanged 7
		SP:Iteration 21Q (37860.120000 sec): 3 clusters
  Score: Raw -2110877.371421 + Penalty 3166.845519 = -2107710.525902
  nChanged 3
		SP:Iteration 22Q (37860.370000 sec): 3 clusters
  Score: Raw -2110879.294954 + Penalty 3166.845519 = -2107712.449435
  nChanged 5
		SP:Iteration 23Q (37860.630000 sec): 3 clusters
  Score: Raw -2110883.644849 + Penalty 3166.845519 = -2107716.799330
  nChanged 6
		SP:Iteration 24Q (37860.860000 sec): 3 clusters
  Score: Raw -2110888.797492 + Penalty 3166.845519 = -2107721.951973
  nChanged 7
		SP:Iteration 25Q (37861.110000 sec): 3 clusters
  Score: Raw -2110893.971567 + Penalty 3166.845519 = -2107727.126048
  nChanged 3
		SP:Iteration 26Q (37861.330000 sec): 3 clusters
  Score: Raw -2110896.561091 + Penalty 3166.845519 = -2107729.715572
  nChanged 2
		SP:Iteration 27Q (37861.590000 sec): 3 clusters
  Score: Raw -2110898.581720 + Penalty 3166.845519 = -2107731.736201
  nChanged 0
		SP:Iteration 28F (37861.900000 sec): 3 clusters
  Score: Raw -2110898.581720 + Penalty 3166.845519 = -2107731.736201
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 52 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37862.020000 sec): 2 clusters
  Score: Raw -46807.779774 + Penalty 975.229918 = -45832.549856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37862.170000 sec): 3 clusters
  Score: Raw -46780.035807 + Penalty 1950.459835 = -44829.575971
  nChanged 85
		SP:Iteration 1F (37862.400000 sec): 3 clusters
  Score: Raw -46896.336071 + Penalty 1950.459835 = -44945.876236
  nChanged 11
		SP:Iteration 2Q (37862.640000 sec): 3 clusters
  Score: Raw -46914.075213 + Penalty 1950.459835 = -44963.615378
  nChanged 11
		SP:Iteration 3Q (37862.810000 sec): 3 clusters
  Score: Raw -46931.194676 + Penalty 1950.459835 = -44980.734840
  nChanged 2
		SP:Iteration 4Q (37862.980000 sec): 3 clusters
  Score: Raw -46933.442957 + Penalty 1950.459835 = -44982.983121
  nChanged 1
		SP:Iteration 5Q (37863.160000 sec): 3 clusters
  Score: Raw -46933.923558 + Penalty 1950.459835 = -44983.463722
  nChanged 0
		SP:Iteration 6F (37863.330000 sec): 3 clusters
  Score: Raw -46933.923558 + Penalty 1950.459835 = -44983.463722
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 53 (4583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37863.470000 sec): 2 clusters
  Score: Raw -537105.134663 + Penalty 1369.892726 = -535735.241937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37863.720000 sec): 3 clusters
  Score: Raw -534805.013302 + Penalty 2739.785452 = -532065.227850
  nChanged 1787
		SP:Iteration 1F (37863.930000 sec): 3 clusters
  Score: Raw -535685.205455 + Penalty 2739.785452 = -532945.420003
  nChanged 288
		SP:Iteration 2F (37864.180000 sec): 3 clusters
  Score: Raw -535831.116156 + Penalty 2739.785452 = -533091.330703
  nChanged 239
		SP:Iteration 3F (37864.350000 sec): 3 clusters
  Score: Raw -535949.185677 + Penalty 2739.785452 = -533209.400225
  nChanged 187
		SP:Iteration 4Q (37864.580000 sec): 3 clusters
  Score: Raw -536036.816601 + Penalty 2739.785452 = -533297.031149
  nChanged 161
		SP:Iteration 5Q (37864.780000 sec): 3 clusters
  Score: Raw -536105.026558 + Penalty 2739.785452 = -533365.241106
  nChanged 145
		SP:Iteration 6Q (37864.960000 sec): 3 clusters
  Score: Raw -536166.372620 + Penalty 2739.785452 = -533426.587168
  nChanged 112
		SP:Iteration 7Q (37865.150000 sec): 3 clusters
  Score: Raw -536209.476848 + Penalty 2739.785452 = -533469.691395
  nChanged 99
		SP:Iteration 8Q (37865.330000 sec): 3 clusters
  Score: Raw -536254.709077 + Penalty 2739.785452 = -533514.923624
  nChanged 115
		SP:Iteration 9Q (37865.500000 sec): 3 clusters
  Score: Raw -536309.001223 + Penalty 2739.785452 = -533569.215771
  nChanged 125
		SP:Iteration 10Q (37865.670000 sec): 3 clusters
  Score: Raw -536367.602185 + Penalty 2739.785452 = -533627.816733
  nChanged 132
		SP:Iteration 11Q (37865.860000 sec): 3 clusters
  Score: Raw -536435.492246 + Penalty 2739.785452 = -533695.706793
  nChanged 128
		SP:Iteration 12Q (37866.070000 sec): 3 clusters
  Score: Raw -536504.456380 + Penalty 2739.785452 = -533764.670928
  nChanged 136
		SP:Iteration 13Q (37866.220000 sec): 3 clusters
  Score: Raw -536578.770700 + Penalty 2739.785452 = -533838.985248
  nChanged 143
		SP:Iteration 14Q (37866.420000 sec): 3 clusters
  Score: Raw -536673.466388 + Penalty 2739.785452 = -533933.680936
  nChanged 154
		SP:Iteration 15Q (37866.660000 sec): 3 clusters
  Score: Raw -536780.503916 + Penalty 2739.785452 = -534040.718464
  nChanged 125
		SP:Iteration 16Q (37866.850000 sec): 3 clusters
  Score: Raw -536855.845919 + Penalty 2739.785452 = -534116.060466
  nChanged 117
		SP:Iteration 17Q (37867.030000 sec): 3 clusters
  Score: Raw -536934.652486 + Penalty 2739.785452 = -534194.867034
  nChanged 81
		SP:Iteration 18Q (37867.240000 sec): 3 clusters
  Score: Raw -536989.266786 + Penalty 2739.785452 = -534249.481333
  nChanged 67
		SP:Iteration 19Q (37867.430000 sec): 3 clusters
  Score: Raw -537041.564495 + Penalty 2739.785452 = -534301.779042
  nChanged 62
		SP:Iteration 20F (37867.620000 sec): 3 clusters
  Score: Raw -537089.322070 + Penalty 2739.785452 = -534349.536618
  nChanged 53
		SP:Iteration 21Q (37867.800000 sec): 3 clusters
  Score: Raw -537128.773487 + Penalty 2739.785452 = -534388.988035
  nChanged 40
		SP:Iteration 22Q (37868.040000 sec): 3 clusters
  Score: Raw -537156.341447 + Penalty 2739.785452 = -534416.555995
  nChanged 24
		SP:Iteration 23Q (37868.220000 sec): 3 clusters
  Score: Raw -537174.906779 + Penalty 2739.785452 = -534435.121326
  nChanged 18
		SP:Iteration 24Q (37868.410000 sec): 3 clusters
  Score: Raw -537192.472419 + Penalty 2739.785452 = -534452.686967
  nChanged 16
		SP:Iteration 25Q (37868.660000 sec): 3 clusters
  Score: Raw -537202.487920 + Penalty 2739.785452 = -534462.702467
  nChanged 17
		SP:Iteration 26Q (37868.840000 sec): 3 clusters
  Score: Raw -537216.173080 + Penalty 2739.785452 = -534476.387628
  nChanged 16
		SP:Iteration 27Q (37869.090000 sec): 3 clusters
  Score: Raw -537229.343991 + Penalty 2739.785452 = -534489.558539
  nChanged 8
		SP:Iteration 28Q (37869.280000 sec): 3 clusters
  Score: Raw -537234.849710 + Penalty 2739.785452 = -534495.064258
  nChanged 8
		SP:Iteration 29Q (37869.510000 sec): 3 clusters
  Score: Raw -537241.712080 + Penalty 2739.785452 = -534501.926628
  nChanged 1
		SP:Iteration 30Q (37869.700000 sec): 3 clusters
  Score: Raw -537242.193715 + Penalty 2739.785452 = -534502.408262
  nChanged 1
		SP:Iteration 31Q (37869.890000 sec): 3 clusters
  Score: Raw -537243.021337 + Penalty 2739.785452 = -534503.235885
  nChanged 2
		SP:Iteration 32Q (37870.090000 sec): 3 clusters
  Score: Raw -537245.168198 + Penalty 2739.785452 = -534505.382746
  nChanged 1
		SP:Iteration 33Q (37870.310000 sec): 3 clusters
  Score: Raw -537245.490454 + Penalty 2739.785452 = -534505.705002
  nChanged 1
		SP:Iteration 34Q (37870.540000 sec): 3 clusters
  Score: Raw -537245.902426 + Penalty 2739.785452 = -534506.116974
  nChanged 1
		SP:Iteration 35Q (37870.760000 sec): 3 clusters
  Score: Raw -537246.621611 + Penalty 2739.785452 = -534506.836158
  nChanged 0
		SP:Iteration 36F (37870.940000 sec): 3 clusters
  Score: Raw -537246.621611 + Penalty 2739.785452 = -534506.836158
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 54 (259990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37872.140000 sec): 2 clusters
  Score: Raw -27741856.683197 + Penalty 2026.114748 = -27739830.568449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37873.510000 sec): 3 clusters
  Score: Raw -27569114.824183 + Penalty 4052.229496 = -27565062.594687
  nChanged 126112
		SP:Iteration 1F (37874.850000 sec): 3 clusters
  Score: Raw -27646621.422135 + Penalty 4052.229496 = -27642569.192640
  nChanged 11413
		SP:Iteration 2Q (37876.260000 sec): 3 clusters
  Score: Raw -27650775.239241 + Penalty 4052.229496 = -27646723.009745
  nChanged 13574
		SP:Iteration 3F (37877.550000 sec): 3 clusters
  Score: Raw -27657200.211966 + Penalty 4052.229496 = -27653147.982471
  nChanged 16307
		SP:Iteration 4F (37878.850000 sec): 3 clusters
  Score: Raw -27666970.974804 + Penalty 4052.229496 = -27662918.745308
  nChanged 18829
		SP:Iteration 5F (37880.220000 sec): 3 clusters
  Score: Raw -27680898.674833 + Penalty 4052.229496 = -27676846.445338
  nChanged 19772
		SP:Iteration 6F (37881.630000 sec): 3 clusters
  Score: Raw -27697762.535825 + Penalty 4052.229496 = -27693710.306329
  nChanged 17660
		SP:Iteration 7F (37883.090000 sec): 3 clusters
  Score: Raw -27713718.458493 + Penalty 4052.229496 = -27709666.228997
  nChanged 13419
		SP:Iteration 8F (37884.630000 sec): 3 clusters
  Score: Raw -27725793.925551 + Penalty 4052.229496 = -27721741.696055
  nChanged 8891
		SP:Iteration 9Q (37886.020000 sec): 3 clusters
  Score: Raw -27733446.701257 + Penalty 4052.229496 = -27729394.471761
  nChanged 5409
		SP:Iteration 10Q (37887.240000 sec): 3 clusters
  Score: Raw -27737775.755338 + Penalty 4052.229496 = -27733723.525842
  nChanged 3092
		SP:Iteration 11Q (37888.420000 sec): 3 clusters
  Score: Raw -27740086.437270 + Penalty 4052.229496 = -27736034.207774
  nChanged 1648
		SP:Iteration 12Q (37889.540000 sec): 3 clusters
  Score: Raw -27741223.853523 + Penalty 4052.229496 = -27737171.624028
  nChanged 989
		SP:Iteration 13Q (37890.640000 sec): 3 clusters
  Score: Raw -27741879.130637 + Penalty 4052.229496 = -27737826.901141
  nChanged 542
		SP:Iteration 14Q (37891.750000 sec): 3 clusters
  Score: Raw -27742215.482383 + Penalty 4052.229496 = -27738163.252887
  nChanged 375
		SP:Iteration 15Q (37892.790000 sec): 3 clusters
  Score: Raw -27742410.459835 + Penalty 4052.229496 = -27738358.230340
  nChanged 254
		SP:Iteration 16Q (37893.930000 sec): 3 clusters
  Score: Raw -27742529.563052 + Penalty 4052.229496 = -27738477.333557
  nChanged 172
		SP:Iteration 17Q (37895.040000 sec): 3 clusters
  Score: Raw -27742598.631029 + Penalty 4052.229496 = -27738546.401534
  nChanged 145
		SP:Iteration 18Q (37896.150000 sec): 3 clusters
  Score: Raw -27742653.050755 + Penalty 4052.229496 = -27738600.821259
  nChanged 122
		SP:Iteration 19Q (37897.200000 sec): 3 clusters
  Score: Raw -27742702.155241 + Penalty 4052.229496 = -27738649.925746
  nChanged 102
		SP:Iteration 20F (37898.370000 sec): 3 clusters
  Score: Raw -27742734.436699 + Penalty 4052.229496 = -27738682.207203
  nChanged 83
		SP:Iteration 21Q (37899.390000 sec): 3 clusters
  Score: Raw -27742757.684823 + Penalty 4052.229496 = -27738705.455327
  nChanged 65
		SP:Iteration 22Q (37900.370000 sec): 3 clusters
  Score: Raw -27742776.978288 + Penalty 4052.229496 = -27738724.748793
  nChanged 51
		SP:Iteration 23Q (37901.320000 sec): 3 clusters
  Score: Raw -27742793.386869 + Penalty 4052.229496 = -27738741.157374
  nChanged 46
		SP:Iteration 24Q (37902.320000 sec): 3 clusters
  Score: Raw -27742807.397875 + Penalty 4052.229496 = -27738755.168379
  nChanged 49
		SP:Iteration 25Q (37903.500000 sec): 3 clusters
  Score: Raw -27742824.463245 + Penalty 4052.229496 = -27738772.233749
  nChanged 43
		SP:Iteration 26Q (37904.640000 sec): 3 clusters
  Score: Raw -27742838.255457 + Penalty 4052.229496 = -27738786.025961
  nChanged 34
		SP:Iteration 27Q (37905.720000 sec): 3 clusters
  Score: Raw -27742847.731677 + Penalty 4052.229496 = -27738795.502182
  nChanged 37
		SP:Iteration 28Q (37906.840000 sec): 3 clusters
  Score: Raw -27742860.426186 + Penalty 4052.229496 = -27738808.196690
  nChanged 48
		SP:Iteration 29Q (37907.930000 sec): 3 clusters
  Score: Raw -27742880.195361 + Penalty 4052.229496 = -27738827.965866
  nChanged 59
		SP:Iteration 30Q (37909.080000 sec): 3 clusters
  Score: Raw -27742903.023756 + Penalty 4052.229496 = -27738850.794261
  nChanged 61
		SP:Iteration 31Q (37910.200000 sec): 3 clusters
  Score: Raw -27742923.614158 + Penalty 4052.229496 = -27738871.384663
  nChanged 57
		SP:Iteration 32Q (37911.320000 sec): 3 clusters
  Score: Raw -27742946.150077 + Penalty 4052.229496 = -27738893.920581
  nChanged 62
		SP:Iteration 33Q (37912.460000 sec): 3 clusters
  Score: Raw -27742971.405942 + Penalty 4052.229496 = -27738919.176446
  nChanged 59
		SP:Iteration 34Q (37913.540000 sec): 3 clusters
  Score: Raw -27742994.262858 + Penalty 4052.229496 = -27738942.033362
  nChanged 55
		SP:Iteration 35Q (37914.690000 sec): 3 clusters
  Score: Raw -27743012.088831 + Penalty 4052.229496 = -27738959.859335
  nChanged 45
		SP:Iteration 36Q (37915.720000 sec): 3 clusters
  Score: Raw -27743026.341219 + Penalty 4052.229496 = -27738974.111723
  nChanged 42
		SP:Iteration 37Q (37916.760000 sec): 3 clusters
  Score: Raw -27743037.552359 + Penalty 4052.229496 = -27738985.322864
  nChanged 34
		SP:Iteration 38Q (37917.880000 sec): 3 clusters
  Score: Raw -27743048.888412 + Penalty 4052.229496 = -27738996.658917
  nChanged 35
		SP:Iteration 39Q (37918.900000 sec): 3 clusters
  Score: Raw -27743063.488516 + Penalty 4052.229496 = -27739011.259021
  nChanged 43
		SP:Iteration 40F (37920.130000 sec): 3 clusters
  Score: Raw -27743079.800141 + Penalty 4052.229496 = -27739027.570646
  nChanged 44
		SP:Iteration 41Q (37921.180000 sec): 3 clusters
  Score: Raw -27743094.213427 + Penalty 4052.229496 = -27739041.983931
  nChanged 41
		SP:Iteration 42Q (37922.270000 sec): 3 clusters
  Score: Raw -27743107.001989 + Penalty 4052.229496 = -27739054.772493
  nChanged 43
		SP:Iteration 43Q (37923.390000 sec): 3 clusters
  Score: Raw -27743118.390199 + Penalty 4052.229496 = -27739066.160704
  nChanged 34
		SP:Iteration 44Q (37924.480000 sec): 3 clusters
  Score: Raw -27743129.568977 + Penalty 4052.229496 = -27739077.339482
  nChanged 28
		SP:Iteration 45Q (37925.560000 sec): 3 clusters
  Score: Raw -27743136.851077 + Penalty 4052.229496 = -27739084.621581
  nChanged 34
		SP:Iteration 46Q (37926.700000 sec): 3 clusters
  Score: Raw -27743144.144330 + Penalty 4052.229496 = -27739091.914835
  nChanged 21
		SP:Iteration 47Q (37927.810000 sec): 3 clusters
  Score: Raw -27743149.483337 + Penalty 4052.229496 = -27739097.253841
  nChanged 25
		SP:Iteration 48Q (37928.930000 sec): 3 clusters
  Score: Raw -27743154.186406 + Penalty 4052.229496 = -27739101.956911
  nChanged 18
		SP:Iteration 49Q (37930.020000 sec): 3 clusters
  Score: Raw -27743159.388053 + Penalty 4052.229496 = -27739107.158557
  nChanged 23
		SP:Iteration 50Q (37931.120000 sec): 3 clusters
  Score: Raw -27743166.153254 + Penalty 4052.229496 = -27739113.923758
  nChanged 15
		SP:Iteration 51Q (37932.280000 sec): 3 clusters
  Score: Raw -27743168.641161 + Penalty 4052.229496 = -27739116.411665
  nChanged 14
		SP:Iteration 52Q (37933.450000 sec): 3 clusters
  Score: Raw -27743171.996227 + Penalty 4052.229496 = -27739119.766731
  nChanged 18
		SP:Iteration 53Q (37934.660000 sec): 3 clusters
  Score: Raw -27743175.771938 + Penalty 4052.229496 = -27739123.542442
  nChanged 16
		SP:Iteration 54Q (37935.800000 sec): 3 clusters
  Score: Raw -27743179.234116 + Penalty 4052.229496 = -27739127.004621
  nChanged 15
		SP:Iteration 55Q (37936.890000 sec): 3 clusters
  Score: Raw -27743182.747482 + Penalty 4052.229496 = -27739130.517986
  nChanged 16
		SP:Iteration 56Q (37938.040000 sec): 3 clusters
  Score: Raw -27743185.861580 + Penalty 4052.229496 = -27739133.632084
  nChanged 16
		SP:Iteration 57Q (37939.240000 sec): 3 clusters
  Score: Raw -27743189.298263 + Penalty 4052.229496 = -27739137.068768
  nChanged 16
		SP:Iteration 58Q (37940.410000 sec): 3 clusters
  Score: Raw -27743192.871660 + Penalty 4052.229496 = -27739140.642165
  nChanged 16
		SP:Iteration 59Q (37941.710000 sec): 3 clusters
  Score: Raw -27743196.006591 + Penalty 4052.229496 = -27739143.777095
  nChanged 10
		SP:Iteration 60F (37943.150000 sec): 3 clusters
  Score: Raw -27743197.642767 + Penalty 4052.229496 = -27739145.413271
  nChanged 4
		SP:Iteration 61Q (37944.370000 sec): 3 clusters
  Score: Raw -27743198.316242 + Penalty 4052.229496 = -27739146.086746
  nChanged 4
		SP:Iteration 62Q (37945.710000 sec): 3 clusters
  Score: Raw -27743198.906609 + Penalty 4052.229496 = -27739146.677114
  nChanged 3
		SP:Iteration 63Q (37946.850000 sec): 3 clusters
  Score: Raw -27743199.347183 + Penalty 4052.229496 = -27739147.117687
  nChanged 7
		SP:Iteration 64Q (37948.100000 sec): 3 clusters
  Score: Raw -27743200.755091 + Penalty 4052.229496 = -27739148.525596
  nChanged 3
		SP:Iteration 65Q (37949.240000 sec): 3 clusters
  Score: Raw -27743200.933209 + Penalty 4052.229496 = -27739148.703713
  nChanged 0
		SP:Iteration 66F (37950.550000 sec): 3 clusters
  Score: Raw -27743200.933209 + Penalty 4052.229496 = -27739148.703713
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 55 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37950.810000 sec): 2 clusters
  Score: Raw -53938.670639 + Penalty 993.473354 = -52945.197285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37950.980000 sec): 3 clusters
  Score: Raw -53888.341994 + Penalty 1986.946708 = -51901.395285
  nChanged 98
		SP:Iteration 1F (37951.160000 sec): 3 clusters
  Score: Raw -54030.702641 + Penalty 1986.946708 = -52043.755933
  nChanged 26
		SP:Iteration 2F (37951.370000 sec): 3 clusters
  Score: Raw -54080.334666 + Penalty 1986.946708 = -52093.387958
  nChanged 14
		SP:Iteration 3Q (37951.550000 sec): 3 clusters
  Score: Raw -54099.453142 + Penalty 1986.946708 = -52112.506434
  nChanged 4
		SP:Iteration 4Q (37951.730000 sec): 3 clusters
  Score: Raw -54103.036131 + Penalty 1986.946708 = -52116.089423
  nChanged 2
		SP:Iteration 5Q (37951.900000 sec): 3 clusters
  Score: Raw -54105.250951 + Penalty 1986.946708 = -52118.304243
  nChanged 1
		SP:Iteration 6Q (37952.140000 sec): 3 clusters
  Score: Raw -54107.563441 + Penalty 1986.946708 = -52120.616732
  nChanged 3
		SP:Iteration 7Q (37952.340000 sec): 3 clusters
  Score: Raw -54111.828801 + Penalty 1986.946708 = -52124.882093
  nChanged 2
		SP:Iteration 8Q (37952.520000 sec): 3 clusters
  Score: Raw -54113.136087 + Penalty 1986.946708 = -52126.189378
  nChanged 0
		SP:Iteration 9F (37952.730000 sec): 3 clusters
  Score: Raw -54113.136087 + Penalty 1986.946708 = -52126.189378
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 56 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37952.830000 sec): 2 clusters
  Score: Raw -40653.329590 + Penalty 942.844236 = -39710.485354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37953.000000 sec): 3 clusters
  Score: Raw -40672.196576 + Penalty 1885.688472 = -38786.508104
  nChanged 52
		SP:Iteration 1F (37953.180000 sec): 3 clusters
  Score: Raw -40761.382991 + Penalty 1885.688472 = -38875.694519
  nChanged 22
		SP:Iteration 2F (37953.360000 sec): 3 clusters
  Score: Raw -40813.828716 + Penalty 1885.688472 = -38928.140244
  nChanged 10
		SP:Iteration 3Q (37953.540000 sec): 3 clusters
  Score: Raw -40833.262255 + Penalty 1885.688472 = -38947.573783
  nChanged 0
		SP:Iteration 4F (37953.730000 sec): 3 clusters
  Score: Raw -40833.262255 + Penalty 1885.688472 = -38947.573783
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 57 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37953.820000 sec): 2 clusters
  Score: Raw -24718.378692 + Penalty 883.687888 = -23834.690804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37954.020000 sec): 3 clusters
  Score: Raw -24803.432078 + Penalty 1767.375775 = -23036.056302
  nChanged 36
		SP:Iteration 1F (37954.210000 sec): 3 clusters
  Score: Raw -24919.557708 + Penalty 1767.375775 = -23152.181932
  nChanged 9
		SP:Iteration 2Q (37954.410000 sec): 3 clusters
  Score: Raw -24942.707267 + Penalty 1767.375775 = -23175.331492
  nChanged 2
		SP:Iteration 3Q (37954.640000 sec): 3 clusters
  Score: Raw -24948.120980 + Penalty 1767.375775 = -23180.745205
  nChanged 2
		SP:Iteration 4Q (37954.860000 sec): 3 clusters
  Score: Raw -24954.699630 + Penalty 1767.375775 = -23187.323854
  nChanged 2
		SP:Iteration 5Q (37955.060000 sec): 3 clusters
  Score: Raw -24958.558432 + Penalty 1767.375775 = -23191.182656
  nChanged 1
		SP:Iteration 6Q (37955.240000 sec): 3 clusters
  Score: Raw -24959.880156 + Penalty 1767.375775 = -23192.504381
  nChanged 0
		SP:Iteration 7F (37955.410000 sec): 3 clusters
  Score: Raw -24959.880156 + Penalty 1767.375775 = -23192.504381
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 58 (7231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37955.540000 sec): 2 clusters
  Score: Raw -888537.557383 + Penalty 1443.996550 = -887093.560832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37955.780000 sec): 3 clusters
  Score: Raw -884623.513522 + Penalty 2887.993101 = -881735.520421
  nChanged 3008
		SP:Iteration 1F (37955.960000 sec): 3 clusters
  Score: Raw -886239.415830 + Penalty 2887.993101 = -883351.422729
  nChanged 468
		SP:Iteration 2F (37956.180000 sec): 3 clusters
  Score: Raw -886483.720588 + Penalty 2887.993101 = -883595.727487
  nChanged 371
		SP:Iteration 3F (37956.380000 sec): 3 clusters
  Score: Raw -886670.427983 + Penalty 2887.993101 = -883782.434882
  nChanged 362
		SP:Iteration 4F (37956.580000 sec): 3 clusters
  Score: Raw -886847.163066 + Penalty 2887.993101 = -883959.169965
  nChanged 305
		SP:Iteration 5Q (37956.760000 sec): 3 clusters
  Score: Raw -886994.197020 + Penalty 2887.993101 = -884106.203919
  nChanged 268
		SP:Iteration 6Q (37957.010000 sec): 3 clusters
  Score: Raw -887099.281903 + Penalty 2887.993101 = -884211.288802
  nChanged 196
		SP:Iteration 7Q (37957.230000 sec): 3 clusters
  Score: Raw -887182.309518 + Penalty 2887.993101 = -884294.316417
  nChanged 165
		SP:Iteration 8Q (37957.410000 sec): 3 clusters
  Score: Raw -887243.749911 + Penalty 2887.993101 = -884355.756810
  nChanged 160
		SP:Iteration 9Q (37957.620000 sec): 3 clusters
  Score: Raw -887291.152331 + Penalty 2887.993101 = -884403.159230
  nChanged 124
		SP:Iteration 10Q (37957.880000 sec): 3 clusters
  Score: Raw -887322.282951 + Penalty 2887.993101 = -884434.289850
  nChanged 94
		SP:Iteration 11Q (37958.110000 sec): 3 clusters
  Score: Raw -887343.983874 + Penalty 2887.993101 = -884455.990774
  nChanged 86
		SP:Iteration 12Q (37958.320000 sec): 3 clusters
  Score: Raw -887364.050637 + Penalty 2887.993101 = -884476.057536
  nChanged 76
		SP:Iteration 13Q (37958.510000 sec): 3 clusters
  Score: Raw -887381.485991 + Penalty 2887.993101 = -884493.492890
  nChanged 75
		SP:Iteration 14Q (37958.700000 sec): 3 clusters
  Score: Raw -887398.275796 + Penalty 2887.993101 = -884510.282696
  nChanged 62
		SP:Iteration 15Q (37958.860000 sec): 3 clusters
  Score: Raw -887411.902511 + Penalty 2887.993101 = -884523.909410
  nChanged 54
		SP:Iteration 16Q (37959.080000 sec): 3 clusters
  Score: Raw -887423.408842 + Penalty 2887.993101 = -884535.415741
  nChanged 58
		SP:Iteration 17Q (37959.290000 sec): 3 clusters
  Score: Raw -887436.107223 + Penalty 2887.993101 = -884548.114122
  nChanged 56
		SP:Iteration 18Q (37959.460000 sec): 3 clusters
  Score: Raw -887447.107283 + Penalty 2887.993101 = -884559.114182
  nChanged 51
		SP:Iteration 19Q (37959.690000 sec): 3 clusters
  Score: Raw -887458.997904 + Penalty 2887.993101 = -884571.004803
  nChanged 54
		SP:Iteration 20F (37959.940000 sec): 3 clusters
  Score: Raw -887471.678584 + Penalty 2887.993101 = -884583.685483
  nChanged 61
		SP:Iteration 21Q (37960.150000 sec): 3 clusters
  Score: Raw -887485.486976 + Penalty 2887.993101 = -884597.493875
  nChanged 66
		SP:Iteration 22Q (37960.360000 sec): 3 clusters
  Score: Raw -887500.177163 + Penalty 2887.993101 = -884612.184062
  nChanged 55
		SP:Iteration 23Q (37960.540000 sec): 3 clusters
  Score: Raw -887512.143878 + Penalty 2887.993101 = -884624.150777
  nChanged 56
		SP:Iteration 24Q (37960.770000 sec): 3 clusters
  Score: Raw -887525.886652 + Penalty 2887.993101 = -884637.893551
  nChanged 68
		SP:Iteration 25Q (37961.010000 sec): 3 clusters
  Score: Raw -887541.714947 + Penalty 2887.993101 = -884653.721846
  nChanged 60
		SP:Iteration 26Q (37961.250000 sec): 3 clusters
  Score: Raw -887555.063480 + Penalty 2887.993101 = -884667.070379
  nChanged 52
		SP:Iteration 27Q (37961.460000 sec): 3 clusters
  Score: Raw -887565.674193 + Penalty 2887.993101 = -884677.681092
  nChanged 45
		SP:Iteration 28Q (37961.760000 sec): 3 clusters
  Score: Raw -887574.207033 + Penalty 2887.993101 = -884686.213932
  nChanged 36
		SP:Iteration 29Q (37961.990000 sec): 3 clusters
  Score: Raw -887581.972474 + Penalty 2887.993101 = -884693.979373
  nChanged 34
		SP:Iteration 30Q (37962.190000 sec): 3 clusters
  Score: Raw -887588.206813 + Penalty 2887.993101 = -884700.213712
  nChanged 29
		SP:Iteration 31Q (37962.400000 sec): 3 clusters
  Score: Raw -887593.408753 + Penalty 2887.993101 = -884705.415652
  nChanged 32
		SP:Iteration 32Q (37962.650000 sec): 3 clusters
  Score: Raw -887599.098764 + Penalty 2887.993101 = -884711.105663
  nChanged 34
		SP:Iteration 33Q (37962.850000 sec): 3 clusters
  Score: Raw -887605.826372 + Penalty 2887.993101 = -884717.833272
  nChanged 34
		SP:Iteration 34Q (37963.070000 sec): 3 clusters
  Score: Raw -887614.053434 + Penalty 2887.993101 = -884726.060333
  nChanged 44
		SP:Iteration 35Q (37963.280000 sec): 3 clusters
  Score: Raw -887623.048065 + Penalty 2887.993101 = -884735.054965
  nChanged 46
		SP:Iteration 36Q (37963.490000 sec): 3 clusters
  Score: Raw -887631.787610 + Penalty 2887.993101 = -884743.794509
  nChanged 48
		SP:Iteration 37Q (37963.770000 sec): 3 clusters
  Score: Raw -887643.675885 + Penalty 2887.993101 = -884755.682785
  nChanged 60
		SP:Iteration 38Q (37963.990000 sec): 3 clusters
  Score: Raw -887659.522574 + Penalty 2887.993101 = -884771.529473
  nChanged 71
		SP:Iteration 39Q (37964.220000 sec): 3 clusters
  Score: Raw -887677.859050 + Penalty 2887.993101 = -884789.865949
  nChanged 76
		SP:Iteration 40F (37964.500000 sec): 3 clusters
  Score: Raw -887697.151044 + Penalty 2887.993101 = -884809.157943
  nChanged 64
		SP:Iteration 41Q (37964.710000 sec): 3 clusters
  Score: Raw -887713.049151 + Penalty 2887.993101 = -884825.056050
  nChanged 65
		SP:Iteration 42Q (37964.910000 sec): 3 clusters
  Score: Raw -887728.472385 + Penalty 2887.993101 = -884840.479284
  nChanged 61
		SP:Iteration 43Q (37965.130000 sec): 3 clusters
  Score: Raw -887743.523543 + Penalty 2887.993101 = -884855.530443
  nChanged 74
		SP:Iteration 44Q (37965.350000 sec): 3 clusters
  Score: Raw -887762.143972 + Penalty 2887.993101 = -884874.150871
  nChanged 65
		SP:Iteration 45Q (37965.510000 sec): 3 clusters
  Score: Raw -887778.384976 + Penalty 2887.993101 = -884890.391875
  nChanged 71
		SP:Iteration 46Q (37965.690000 sec): 3 clusters
  Score: Raw -887795.545238 + Penalty 2887.993101 = -884907.552137
  nChanged 56
		SP:Iteration 47Q (37965.870000 sec): 3 clusters
  Score: Raw -887810.746824 + Penalty 2887.993101 = -884922.753723
  nChanged 64
		SP:Iteration 48Q (37966.070000 sec): 3 clusters
  Score: Raw -887827.958021 + Penalty 2887.993101 = -884939.964920
  nChanged 71
		SP:Iteration 49Q (37966.280000 sec): 3 clusters
  Score: Raw -887847.584038 + Penalty 2887.993101 = -884959.590937
  nChanged 67
		SP:Iteration 50Q (37966.510000 sec): 3 clusters
  Score: Raw -887868.611395 + Penalty 2887.993101 = -884980.618294
  nChanged 75
		SP:Iteration 51Q (37966.720000 sec): 3 clusters
  Score: Raw -887896.883920 + Penalty 2887.993101 = -885008.890819
  nChanged 92
		SP:Iteration 52Q (37966.940000 sec): 3 clusters
  Score: Raw -887928.384668 + Penalty 2887.993101 = -885040.391567
  nChanged 96
		SP:Iteration 53Q (37967.210000 sec): 3 clusters
  Score: Raw -887963.148843 + Penalty 2887.993101 = -885075.155742
  nChanged 88
		SP:Iteration 54Q (37967.390000 sec): 3 clusters
  Score: Raw -887995.710803 + Penalty 2887.993101 = -885107.717702
  nChanged 95
		SP:Iteration 55Q (37967.620000 sec): 3 clusters
  Score: Raw -888033.204154 + Penalty 2887.993101 = -885145.211053
  nChanged 83
		SP:Iteration 56Q (37967.850000 sec): 3 clusters
  Score: Raw -888065.733396 + Penalty 2887.993101 = -885177.740295
  nChanged 89
		SP:Iteration 57Q (37968.040000 sec): 3 clusters
  Score: Raw -888102.028438 + Penalty 2887.993101 = -885214.035337
  nChanged 78
		SP:Iteration 58Q (37968.280000 sec): 3 clusters
  Score: Raw -888132.774621 + Penalty 2887.993101 = -885244.781520
  nChanged 85
		SP:Iteration 59Q (37968.490000 sec): 3 clusters
  Score: Raw -888165.987978 + Penalty 2887.993101 = -885277.994877
  nChanged 84
		SP:Iteration 60F (37968.720000 sec): 3 clusters
  Score: Raw -888200.017996 + Penalty 2887.993101 = -885312.024895
  nChanged 82
		SP:Iteration 61Q (37968.910000 sec): 3 clusters
  Score: Raw -888237.902638 + Penalty 2887.993101 = -885349.909537
  nChanged 95
		SP:Iteration 62Q (37969.130000 sec): 3 clusters
  Score: Raw -888284.019299 + Penalty 2887.993101 = -885396.026198
  nChanged 97
		SP:Iteration 63Q (37969.380000 sec): 3 clusters
  Score: Raw -888333.622159 + Penalty 2887.993101 = -885445.629058
  nChanged 89
		SP:Iteration 64Q (37969.560000 sec): 3 clusters
  Score: Raw -888389.252125 + Penalty 2887.993101 = -885501.259025
  nChanged 85
		SP:Iteration 65Q (37969.840000 sec): 3 clusters
  Score: Raw -888443.293606 + Penalty 2887.993101 = -885555.300505
  nChanged 79
		SP:Iteration 66Q (37970.050000 sec): 3 clusters
  Score: Raw -888491.597076 + Penalty 2887.993101 = -885603.603975
  nChanged 66
		SP:Iteration 67Q (37970.260000 sec): 3 clusters
  Score: Raw -888525.228955 + Penalty 2887.993101 = -885637.235854
  nChanged 44
		SP:Iteration 68Q (37970.450000 sec): 3 clusters
  Score: Raw -888548.259998 + Penalty 2887.993101 = -885660.266897
  nChanged 40
		SP:Iteration 69Q (37970.720000 sec): 3 clusters
  Score: Raw -888569.321679 + Penalty 2887.993101 = -885681.328579
  nChanged 32
		SP:Iteration 70Q (37970.930000 sec): 3 clusters
  Score: Raw -888587.754353 + Penalty 2887.993101 = -885699.761252
  nChanged 24
		SP:Iteration 71Q (37971.110000 sec): 3 clusters
  Score: Raw -888601.141790 + Penalty 2887.993101 = -885713.148689
  nChanged 24
		SP:Iteration 72Q (37971.310000 sec): 3 clusters
  Score: Raw -888613.138382 + Penalty 2887.993101 = -885725.145281
  nChanged 17
		SP:Iteration 73Q (37971.580000 sec): 3 clusters
  Score: Raw -888621.893083 + Penalty 2887.993101 = -885733.899982
  nChanged 18
		SP:Iteration 74Q (37971.790000 sec): 3 clusters
  Score: Raw -888632.127071 + Penalty 2887.993101 = -885744.133970
  nChanged 16
		SP:Iteration 75Q (37972.010000 sec): 3 clusters
  Score: Raw -888639.935279 + Penalty 2887.993101 = -885751.942178
  nChanged 14
		SP:Iteration 76Q (37972.250000 sec): 3 clusters
  Score: Raw -888650.502325 + Penalty 2887.993101 = -885762.509225
  nChanged 13
		SP:Iteration 77Q (37972.470000 sec): 3 clusters
  Score: Raw -888660.485475 + Penalty 2887.993101 = -885772.492375
  nChanged 13
		SP:Iteration 78Q (37972.670000 sec): 3 clusters
  Score: Raw -888671.524013 + Penalty 2887.993101 = -885783.530912
  nChanged 12
		SP:Iteration 79Q (37972.880000 sec): 3 clusters
  Score: Raw -888677.745382 + Penalty 2887.993101 = -885789.752281
  nChanged 10
		SP:Iteration 80F (37973.140000 sec): 3 clusters
  Score: Raw -888685.196759 + Penalty 2887.993101 = -885797.203658
  nChanged 9
		SP:Iteration 81Q (37973.350000 sec): 3 clusters
  Score: Raw -888692.190361 + Penalty 2887.993101 = -885804.197260
  nChanged 13
		SP:Iteration 82Q (37973.660000 sec): 3 clusters
  Score: Raw -888699.851790 + Penalty 2887.993101 = -885811.858689
  nChanged 14
		SP:Iteration 83Q (37973.830000 sec): 3 clusters
  Score: Raw -888711.247150 + Penalty 2887.993101 = -885823.254049
  nChanged 10
		SP:Iteration 84Q (37974.070000 sec): 3 clusters
  Score: Raw -888718.339216 + Penalty 2887.993101 = -885830.346115
  nChanged 7
		SP:Iteration 85Q (37974.290000 sec): 3 clusters
  Score: Raw -888724.444067 + Penalty 2887.993101 = -885836.450966
  nChanged 5
		SP:Iteration 86Q (37974.480000 sec): 3 clusters
  Score: Raw -888727.961536 + Penalty 2887.993101 = -885839.968435
  nChanged 2
		SP:Iteration 87Q (37974.720000 sec): 3 clusters
  Score: Raw -888729.127191 + Penalty 2887.993101 = -885841.134090
  nChanged 2
		SP:Iteration 88Q (37974.900000 sec): 3 clusters
  Score: Raw -888730.040574 + Penalty 2887.993101 = -885842.047473
  nChanged 0
		SP:Iteration 89F (37975.120000 sec): 3 clusters
  Score: Raw -888730.040574 + Penalty 2887.993101 = -885842.047473
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 59 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37975.230000 sec): 2 clusters
  Score: Raw -63120.446075 + Penalty 1038.958498 = -62081.487577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37975.410000 sec): 3 clusters
  Score: Raw -63032.912788 + Penalty 2077.916995 = -60954.995793
  nChanged 152
		SP:Iteration 1F (37975.600000 sec): 3 clusters
  Score: Raw -63223.055502 + Penalty 2077.916995 = -61145.138507
  nChanged 42
		SP:Iteration 2F (37975.820000 sec): 3 clusters
  Score: Raw -63281.260312 + Penalty 2077.916995 = -61203.343317
  nChanged 25
		SP:Iteration 3Q (37975.990000 sec): 3 clusters
  Score: Raw -63330.686763 + Penalty 2077.916995 = -61252.769768
  nChanged 26
		SP:Iteration 4Q (37976.130000 sec): 3 clusters
  Score: Raw -63369.735206 + Penalty 2077.916995 = -61291.818211
  nChanged 21
		SP:Iteration 5Q (37976.270000 sec): 3 clusters
  Score: Raw -63405.408685 + Penalty 2077.916995 = -61327.491689
  nChanged 26
		SP:Iteration 6Q (37976.440000 sec): 3 clusters
  Score: Raw -63464.397750 + Penalty 2077.916995 = -61386.480755
  nChanged 23
		SP:Iteration 7Q (37976.590000 sec): 3 clusters
  Score: Raw -63528.575585 + Penalty 2077.916995 = -61450.658590
  nChanged 22
		SP:Iteration 8Q (37976.740000 sec): 3 clusters
  Score: Raw -63573.906853 + Penalty 2077.916995 = -61495.989858
  nChanged 14
		SP:Iteration 9Q (37976.880000 sec): 3 clusters
  Score: Raw -63624.410778 + Penalty 2077.916995 = -61546.493783
  nChanged 14
		SP:Iteration 10Q (37977.030000 sec): 3 clusters
  Score: Raw -63671.358321 + Penalty 2077.916995 = -61593.441326
  nChanged 14
		SP:Iteration 11Q (37977.260000 sec): 3 clusters
  Score: Raw -63692.216824 + Penalty 2077.916995 = -61614.299829
  nChanged 3
		SP:Iteration 12Q (37977.460000 sec): 3 clusters
  Score: Raw -63711.055797 + Penalty 2077.916995 = -61633.138801
  nChanged 4
		SP:Iteration 13Q (37977.620000 sec): 3 clusters
  Score: Raw -63720.679919 + Penalty 2077.916995 = -61642.762924
  nChanged 1
		SP:Iteration 14Q (37977.820000 sec): 3 clusters
  Score: Raw -63722.679027 + Penalty 2077.916995 = -61644.762032
  nChanged 0
		SP:Iteration 15F (37977.990000 sec): 3 clusters
  Score: Raw -63723.817497 + Penalty 2077.916995 = -61645.900502
  nChanged 1
		SP:Iteration 16Q (37978.110000 sec): 3 clusters
  Score: Raw -63732.937293 + Penalty 2077.916995 = -61655.020297
  nChanged 2
		SP:Iteration 17Q (37978.340000 sec): 3 clusters
  Score: Raw -63738.104611 + Penalty 2077.916995 = -61660.187616
  nChanged 0
		SP:Iteration 18F (37978.510000 sec): 3 clusters
  Score: Raw -63738.104611 + Penalty 2077.916995 = -61660.187616
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 60 (2595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37978.600000 sec): 2 clusters
  Score: Raw -256133.585384 + Penalty 1277.468042 = -254856.117342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37978.810000 sec): 3 clusters
  Score: Raw -255006.130738 + Penalty 2554.936084 = -252451.194654
  nChanged 953
		SP:Iteration 1F (37978.980000 sec): 3 clusters
  Score: Raw -255665.818910 + Penalty 2554.936084 = -253110.882826
  nChanged 243
		SP:Iteration 2F (37979.180000 sec): 3 clusters
  Score: Raw -255871.084370 + Penalty 2554.936084 = -253316.148286
  nChanged 147
		SP:Iteration 3F (37979.340000 sec): 3 clusters
  Score: Raw -256003.149464 + Penalty 2554.936084 = -253448.213380
  nChanged 140
		SP:Iteration 4F (37979.500000 sec): 3 clusters
  Score: Raw -256133.026588 + Penalty 2554.936084 = -253578.090504
  nChanged 103
		SP:Iteration 5Q (37979.680000 sec): 3 clusters
  Score: Raw -256212.106655 + Penalty 2554.936084 = -253657.170571
  nChanged 88
		SP:Iteration 6Q (37979.880000 sec): 3 clusters
  Score: Raw -256282.901848 + Penalty 2554.936084 = -253727.965764
  nChanged 67
		SP:Iteration 7Q (37980.040000 sec): 3 clusters
  Score: Raw -256335.579924 + Penalty 2554.936084 = -253780.643841
  nChanged 59
		SP:Iteration 8Q (37980.200000 sec): 3 clusters
  Score: Raw -256368.107357 + Penalty 2554.936084 = -253813.171274
  nChanged 45
		SP:Iteration 9Q (37980.380000 sec): 3 clusters
  Score: Raw -256393.246835 + Penalty 2554.936084 = -253838.310751
  nChanged 30
		SP:Iteration 10Q (37980.560000 sec): 3 clusters
  Score: Raw -256410.702786 + Penalty 2554.936084 = -253855.766702
  nChanged 27
		SP:Iteration 11Q (37980.720000 sec): 3 clusters
  Score: Raw -256430.773386 + Penalty 2554.936084 = -253875.837303
  nChanged 28
		SP:Iteration 12Q (37980.900000 sec): 3 clusters
  Score: Raw -256454.362926 + Penalty 2554.936084 = -253899.426842
  nChanged 25
		SP:Iteration 13Q (37981.080000 sec): 3 clusters
  Score: Raw -256468.468446 + Penalty 2554.936084 = -253913.532362
  nChanged 20
		SP:Iteration 14Q (37981.260000 sec): 3 clusters
  Score: Raw -256478.667374 + Penalty 2554.936084 = -253923.731291
  nChanged 22
		SP:Iteration 15Q (37981.380000 sec): 3 clusters
  Score: Raw -256495.773424 + Penalty 2554.936084 = -253940.837341
  nChanged 22
		SP:Iteration 16Q (37981.570000 sec): 3 clusters
  Score: Raw -256511.252937 + Penalty 2554.936084 = -253956.316854
  nChanged 18
		SP:Iteration 17Q (37981.730000 sec): 3 clusters
  Score: Raw -256522.153759 + Penalty 2554.936084 = -253967.217675
  nChanged 13
		SP:Iteration 18Q (37981.900000 sec): 3 clusters
  Score: Raw -256530.096915 + Penalty 2554.936084 = -253975.160832
  nChanged 11
		SP:Iteration 19Q (37982.150000 sec): 3 clusters
  Score: Raw -256537.875162 + Penalty 2554.936084 = -253982.939079
  nChanged 15
		SP:Iteration 20F (37982.330000 sec): 3 clusters
  Score: Raw -256547.037288 + Penalty 2554.936084 = -253992.101205
  nChanged 15
		SP:Iteration 21Q (37982.510000 sec): 3 clusters
  Score: Raw -256562.077028 + Penalty 2554.936084 = -254007.140944
  nChanged 19
		SP:Iteration 22Q (37982.680000 sec): 3 clusters
  Score: Raw -256574.437869 + Penalty 2554.936084 = -254019.501785
  nChanged 10
		SP:Iteration 23Q (37982.880000 sec): 3 clusters
  Score: Raw -256579.962744 + Penalty 2554.936084 = -254025.026660
  nChanged 11
		SP:Iteration 24Q (37983.010000 sec): 3 clusters
  Score: Raw -256585.238079 + Penalty 2554.936084 = -254030.301995
  nChanged 6
		SP:Iteration 25Q (37983.200000 sec): 3 clusters
  Score: Raw -256588.050537 + Penalty 2554.936084 = -254033.114454
  nChanged 7
		SP:Iteration 26Q (37983.380000 sec): 3 clusters
  Score: Raw -256591.018450 + Penalty 2554.936084 = -254036.082366
  nChanged 5
		SP:Iteration 27Q (37983.540000 sec): 3 clusters
  Score: Raw -256595.290566 + Penalty 2554.936084 = -254040.354482
  nChanged 5
		SP:Iteration 28Q (37983.740000 sec): 3 clusters
  Score: Raw -256596.762547 + Penalty 2554.936084 = -254041.826464
  nChanged 3
		SP:Iteration 29Q (37983.910000 sec): 3 clusters
  Score: Raw -256598.025778 + Penalty 2554.936084 = -254043.089695
  nChanged 3
		SP:Iteration 30Q (37984.080000 sec): 3 clusters
  Score: Raw -256598.950355 + Penalty 2554.936084 = -254044.014272
  nChanged 3
		SP:Iteration 31Q (37984.250000 sec): 3 clusters
  Score: Raw -256600.321691 + Penalty 2554.936084 = -254045.385607
  nChanged 5
		SP:Iteration 32Q (37984.440000 sec): 3 clusters
  Score: Raw -256604.021430 + Penalty 2554.936084 = -254049.085346
  nChanged 6
		SP:Iteration 33Q (37984.620000 sec): 3 clusters
  Score: Raw -256607.511991 + Penalty 2554.936084 = -254052.575908
  nChanged 6
		SP:Iteration 34Q (37984.860000 sec): 3 clusters
  Score: Raw -256608.826081 + Penalty 2554.936084 = -254053.889997
  nChanged 3
		SP:Iteration 35Q (37985.030000 sec): 3 clusters
  Score: Raw -256610.807855 + Penalty 2554.936084 = -254055.871772
  nChanged 1
		SP:Iteration 36Q (37985.270000 sec): 3 clusters
  Score: Raw -256612.927618 + Penalty 2554.936084 = -254057.991535
  nChanged 3
		SP:Iteration 37Q (37985.440000 sec): 3 clusters
  Score: Raw -256617.147435 + Penalty 2554.936084 = -254062.211351
  nChanged 8
		SP:Iteration 38Q (37985.620000 sec): 3 clusters
  Score: Raw -256619.945949 + Penalty 2554.936084 = -254065.009865
  nChanged 3
		SP:Iteration 39Q (37985.840000 sec): 3 clusters
  Score: Raw -256623.012320 + Penalty 2554.936084 = -254068.076236
  nChanged 3
		SP:Iteration 40F (37985.990000 sec): 3 clusters
  Score: Raw -256625.251031 + Penalty 2554.936084 = -254070.314948
  nChanged 2
		SP:Iteration 41Q (37986.170000 sec): 3 clusters
  Score: Raw -256626.177131 + Penalty 2554.936084 = -254071.241048
  nChanged 0
		SP:Iteration 42F (37986.380000 sec): 3 clusters
  Score: Raw -256626.177131 + Penalty 2554.936084 = -254071.241048
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 61 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37986.460000 sec): 2 clusters
  Score: Raw -42869.799940 + Penalty 959.621300 = -41910.178640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37986.610000 sec): 3 clusters
  Score: Raw -42860.772297 + Penalty 1919.242601 = -40941.529696
  nChanged 69
		SP:Iteration 1F (37986.810000 sec): 3 clusters
  Score: Raw -43000.169893 + Penalty 1919.242601 = -41080.927293
  nChanged 20
		SP:Iteration 2F (37986.970000 sec): 3 clusters
  Score: Raw -43044.233546 + Penalty 1919.242601 = -41124.990945
  nChanged 4
		SP:Iteration 3Q (37987.190000 sec): 3 clusters
  Score: Raw -43050.629782 + Penalty 1919.242601 = -41131.387181
  nChanged 1
		SP:Iteration 4Q (37987.350000 sec): 3 clusters
  Score: Raw -43053.827016 + Penalty 1919.242601 = -41134.584416
  nChanged 1
		SP:Iteration 5Q (37987.550000 sec): 3 clusters
  Score: Raw -43055.915116 + Penalty 1919.242601 = -41136.672516
  nChanged 2
		SP:Iteration 6Q (37987.750000 sec): 3 clusters
  Score: Raw -43059.168056 + Penalty 1919.242601 = -41139.925455
  nChanged 0
		SP:Iteration 7F (37987.960000 sec): 3 clusters
  Score: Raw -43059.168056 + Penalty 1919.242601 = -41139.925455
  nChanged 0
Iteration 339Q (38075.420000 sec): 62 clusters
  Score: Raw -169102102.357687 + Penalty 141307.498031 = -168960794.859656
  nChanged 25
Iteration 340F (38230.460000 sec): 62 clusters
  Score: Raw -169102102.843711 + Penalty 141307.498031 = -168960795.345680
  nChanged 25
Iteration 341Q (38331.240000 sec): 62 clusters
  Score: Raw -169102103.401445 + Penalty 141307.498031 = -168960795.903414
  nChanged 29
Iteration 342Q (38432.090000 sec): 62 clusters
  Score: Raw -169102104.194846 + Penalty 141307.498031 = -168960796.696815
  nChanged 31
Iteration 343Q (38527.000000 sec): 62 clusters
  Score: Raw -169102105.138425 + Penalty 141307.498031 = -168960797.640393
  nChanged 32
Iteration 344Q (38627.550000 sec): 62 clusters
  Score: Raw -169102105.985621 + Penalty 141307.498031 = -168960798.487590
  nChanged 28
Iteration 345Q (38726.940000 sec): 62 clusters
  Score: Raw -169102106.491773 + Penalty 141307.498031 = -168960798.993742
  nChanged 31
Iteration 346Q (38811.340000 sec): 62 clusters
  Score: Raw -169102107.302453 + Penalty 141307.498031 = -168960799.804421
  nChanged 34
Iteration 347Q (38897.520000 sec): 62 clusters
  Score: Raw -169102108.166083 + Penalty 141307.498031 = -168960800.668052
  nChanged 39
Iteration 348Q (38981.330000 sec): 62 clusters
  Score: Raw -169102109.208374 + Penalty 141307.498031 = -168960801.710342
  nChanged 37
Iteration 349Q (39078.220000 sec): 62 clusters
  Score: Raw -169102110.123189 + Penalty 141307.498031 = -168960802.625157
  nChanged 28
Iteration 350Q (39174.030000 sec): 62 clusters
  Score: Raw -169102110.851067 + Penalty 141307.498031 = -168960803.353035
  nChanged 25
Iteration 351Q (39271.090000 sec): 62 clusters
  Score: Raw -169102111.433112 + Penalty 141307.498031 = -168960803.935081
  nChanged 20
Iteration 352Q (39360.370000 sec): 62 clusters
  Score: Raw -169102111.739179 + Penalty 141307.498031 = -168960804.241148
  nChanged 19
Iteration 353Q (39452.480000 sec): 62 clusters
  Score: Raw -169102112.187525 + Penalty 141307.498031 = -168960804.689494
  nChanged 23
Iteration 354Q (39543.080000 sec): 62 clusters
  Score: Raw -169102112.805096 + Penalty 141307.498031 = -168960805.307065
  nChanged 31
Iteration 355Q (39633.650000 sec): 62 clusters
  Score: Raw -169102113.439090 + Penalty 141307.498031 = -168960805.941058
  nChanged 20
Iteration 356Q (39735.910000 sec): 62 clusters
  Score: Raw -169102113.742129 + Penalty 141307.498031 = -168960806.244098
  nChanged 15
Iteration 357Q (39837.560000 sec): 62 clusters
  Score: Raw -169102113.950059 + Penalty 141307.498031 = -168960806.452028
  nChanged 14
Iteration 358Q (39939.890000 sec): 62 clusters
  Score: Raw -169102114.143672 + Penalty 141307.498031 = -168960806.645640
  nChanged 8
Iteration 359Q (40030.950000 sec): 62 clusters
  Score: Raw -169102114.347835 + Penalty 141307.498031 = -168960806.849804
  nChanged 11
Iteration 360F (40187.370000 sec): 62 clusters
  Score: Raw -169102114.639387 + Penalty 141307.498031 = -168960807.141356
  nChanged 10
Iteration 361Q (40274.230000 sec): 62 clusters
  Score: Raw -169102114.828126 + Penalty 141307.498031 = -168960807.330095
  nChanged 7
Iteration 362Q (40363.830000 sec): 62 clusters
  Score: Raw -169102115.057044 + Penalty 141307.498031 = -168960807.559013
  nChanged 5
Iteration 363Q (40452.000000 sec): 62 clusters
  Score: Raw -169102115.146074 + Penalty 141307.498031 = -168960807.648043
  nChanged 8
Iteration 364Q (40550.100000 sec): 62 clusters
  Score: Raw -169102115.254232 + Penalty 141307.498031 = -168960807.756201
  nChanged 9
Iteration 365Q (40640.280000 sec): 62 clusters
  Score: Raw -169102115.449524 + Penalty 141307.498031 = -168960807.951493
  nChanged 14
Iteration 366Q (40729.400000 sec): 62 clusters
  Score: Raw -169102115.654383 + Penalty 141307.498031 = -168960808.156352
  nChanged 6
Iteration 367Q (40818.450000 sec): 62 clusters
  Score: Raw -169102115.742469 + Penalty 141307.498031 = -168960808.244438
  nChanged 7
Iteration 368Q (40896.480000 sec): 62 clusters
  Score: Raw -169102115.888479 + Penalty 141307.498031 = -168960808.390448
  nChanged 2
Iteration 369Q (40991.260000 sec): 62 clusters
  Score: Raw -169102115.942633 + Penalty 141307.498031 = -168960808.444602
  nChanged 0
Iteration 370F (41148.340000 sec): 62 clusters
  Score: Raw -169102115.942633 + Penalty 141307.498031 = -168960808.444602
  nChanged 0
Compute initial score before splitting:   Score: Raw -169102115.942633 + Penalty 141307.498031 = -168960808.444602
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 1 (28764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41148.610000 sec): 2 clusters
  Score: Raw -2814364.221087 + Penalty 1668.367981 = -2812695.853106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41148.900000 sec): 3 clusters
  Score: Raw -2796645.835452 + Penalty 3336.735962 = -2793309.099490
  nChanged 13219
		SP:Iteration 1F (41149.250000 sec): 3 clusters
  Score: Raw -2804499.131049 + Penalty 3336.735962 = -2801162.395087
  nChanged 1918
		SP:Iteration 2F (41149.590000 sec): 3 clusters
  Score: Raw -2805567.262285 + Penalty 3336.735962 = -2802230.526323
  nChanged 2051
		SP:Iteration 3F (41149.870000 sec): 3 clusters
  Score: Raw -2806902.988307 + Penalty 3336.735962 = -2803566.252344
  nChanged 2009
		SP:Iteration 4F (41150.200000 sec): 3 clusters
  Score: Raw -2808269.738166 + Penalty 3336.735962 = -2804933.002203
  nChanged 1887
		SP:Iteration 5F (41150.520000 sec): 3 clusters
  Score: Raw -2809493.246815 + Penalty 3336.735962 = -2806156.510853
  nChanged 1631
		SP:Iteration 6F (41150.800000 sec): 3 clusters
  Score: Raw -2810546.469004 + Penalty 3336.735962 = -2807209.733042
  nChanged 1299
		SP:Iteration 7Q (41151.170000 sec): 3 clusters
  Score: Raw -2811400.468490 + Penalty 3336.735962 = -2808063.732527
  nChanged 1077
		SP:Iteration 8Q (41151.480000 sec): 3 clusters
  Score: Raw -2812065.578844 + Penalty 3336.735962 = -2808728.842882
  nChanged 872
		SP:Iteration 9Q (41151.820000 sec): 3 clusters
  Score: Raw -2812535.843600 + Penalty 3336.735962 = -2809199.107638
  nChanged 668
		SP:Iteration 10Q (41152.150000 sec): 3 clusters
  Score: Raw -2812805.008029 + Penalty 3336.735962 = -2809468.272067
  nChanged 495
		SP:Iteration 11Q (41152.440000 sec): 3 clusters
  Score: Raw -2812990.540762 + Penalty 3336.735962 = -2809653.804800
  nChanged 398
		SP:Iteration 12Q (41152.790000 sec): 3 clusters
  Score: Raw -2813124.959914 + Penalty 3336.735962 = -2809788.223951
  nChanged 337
		SP:Iteration 13Q (41153.130000 sec): 3 clusters
  Score: Raw -2813228.624884 + Penalty 3336.735962 = -2809891.888922
  nChanged 304
		SP:Iteration 14Q (41153.390000 sec): 3 clusters
  Score: Raw -2813313.934119 + Penalty 3336.735962 = -2809977.198156
  nChanged 269
		SP:Iteration 15Q (41153.720000 sec): 3 clusters
  Score: Raw -2813382.172064 + Penalty 3336.735962 = -2810045.436101
  nChanged 241
		SP:Iteration 16Q (41154.010000 sec): 3 clusters
  Score: Raw -2813443.098150 + Penalty 3336.735962 = -2810106.362187
  nChanged 219
		SP:Iteration 17Q (41154.330000 sec): 3 clusters
  Score: Raw -2813501.561795 + Penalty 3336.735962 = -2810164.825832
  nChanged 220
		SP:Iteration 18Q (41154.590000 sec): 3 clusters
  Score: Raw -2813560.033031 + Penalty 3336.735962 = -2810223.297069
  nChanged 221
		SP:Iteration 19Q (41154.930000 sec): 3 clusters
  Score: Raw -2813616.000276 + Penalty 3336.735962 = -2810279.264314
  nChanged 197
		SP:Iteration 20F (41155.300000 sec): 3 clusters
  Score: Raw -2813667.844662 + Penalty 3336.735962 = -2810331.108700
  nChanged 196
		SP:Iteration 21Q (41155.640000 sec): 3 clusters
  Score: Raw -2813715.407402 + Penalty 3336.735962 = -2810378.671439
  nChanged 186
		SP:Iteration 22Q (41155.930000 sec): 3 clusters
  Score: Raw -2813758.848609 + Penalty 3336.735962 = -2810422.112647
  nChanged 175
		SP:Iteration 23Q (41156.240000 sec): 3 clusters
  Score: Raw -2813796.183857 + Penalty 3336.735962 = -2810459.447895
  nChanged 146
		SP:Iteration 24Q (41156.570000 sec): 3 clusters
  Score: Raw -2813822.915249 + Penalty 3336.735962 = -2810486.179286
  nChanged 106
		SP:Iteration 25Q (41156.870000 sec): 3 clusters
  Score: Raw -2813839.758437 + Penalty 3336.735962 = -2810503.022474
  nChanged 109
		SP:Iteration 26Q (41157.170000 sec): 3 clusters
  Score: Raw -2813859.228458 + Penalty 3336.735962 = -2810522.492496
  nChanged 122
		SP:Iteration 27Q (41157.460000 sec): 3 clusters
  Score: Raw -2813884.217059 + Penalty 3336.735962 = -2810547.481096
  nChanged 134
		SP:Iteration 28Q (41157.760000 sec): 3 clusters
  Score: Raw -2813909.815809 + Penalty 3336.735962 = -2810573.079846
  nChanged 123
		SP:Iteration 29Q (41158.070000 sec): 3 clusters
  Score: Raw -2813932.314666 + Penalty 3336.735962 = -2810595.578704
  nChanged 123
		SP:Iteration 30Q (41158.420000 sec): 3 clusters
  Score: Raw -2813955.894147 + Penalty 3336.735962 = -2810619.158185
  nChanged 114
		SP:Iteration 31Q (41158.680000 sec): 3 clusters
  Score: Raw -2813976.298786 + Penalty 3336.735962 = -2810639.562823
  nChanged 119
		SP:Iteration 32Q (41159.020000 sec): 3 clusters
  Score: Raw -2814003.009600 + Penalty 3336.735962 = -2810666.273638
  nChanged 140
		SP:Iteration 33Q (41159.360000 sec): 3 clusters
  Score: Raw -2814032.702859 + Penalty 3336.735962 = -2810695.966897
  nChanged 125
		SP:Iteration 34Q (41159.640000 sec): 3 clusters
  Score: Raw -2814058.062727 + Penalty 3336.735962 = -2810721.326765
  nChanged 116
		SP:Iteration 35Q (41159.960000 sec): 3 clusters
  Score: Raw -2814082.059983 + Penalty 3336.735962 = -2810745.324021
  nChanged 110
		SP:Iteration 36Q (41160.250000 sec): 3 clusters
  Score: Raw -2814108.291564 + Penalty 3336.735962 = -2810771.555602
  nChanged 110
		SP:Iteration 37Q (41160.570000 sec): 3 clusters
  Score: Raw -2814139.813443 + Penalty 3336.735962 = -2810803.077481
  nChanged 129
		SP:Iteration 38Q (41160.880000 sec): 3 clusters
  Score: Raw -2814174.806869 + Penalty 3336.735962 = -2810838.070907
  nChanged 140
		SP:Iteration 39Q (41161.170000 sec): 3 clusters
  Score: Raw -2814213.564141 + Penalty 3336.735962 = -2810876.828178
  nChanged 134
		SP:Iteration 40F (41161.490000 sec): 3 clusters
  Score: Raw -2814247.123939 + Penalty 3336.735962 = -2810910.387976
  nChanged 116
		SP:Iteration 41Q (41161.840000 sec): 3 clusters
  Score: Raw -2814273.601994 + Penalty 3336.735962 = -2810936.866032
  nChanged 101
		SP:Iteration 42Q (41162.180000 sec): 3 clusters
  Score: Raw -2814296.320020 + Penalty 3336.735962 = -2810959.584058
  nChanged 95
		SP:Iteration 43Q (41162.510000 sec): 3 clusters
  Score: Raw -2814321.029328 + Penalty 3336.735962 = -2810984.293365
  nChanged 103
		SP:Iteration 44Q (41162.780000 sec): 3 clusters
  Score: Raw -2814347.509348 + Penalty 3336.735962 = -2811010.773385
  nChanged 100
		SP:Iteration 45Q (41163.110000 sec): 3 clusters
  Score: Raw -2814373.340924 + Penalty 3336.735962 = -2811036.604962
  nChanged 104
		SP:Iteration 46Q (41163.400000 sec): 3 clusters
  Score: Raw -2814400.117374 + Penalty 3336.735962 = -2811063.381412
  nChanged 97
		SP:Iteration 47Q (41163.700000 sec): 3 clusters
  Score: Raw -2814427.722284 + Penalty 3336.735962 = -2811090.986322
  nChanged 99
		SP:Iteration 48Q (41163.970000 sec): 3 clusters
  Score: Raw -2814454.612294 + Penalty 3336.735962 = -2811117.876331
  nChanged 98
		SP:Iteration 49Q (41164.300000 sec): 3 clusters
  Score: Raw -2814483.458706 + Penalty 3336.735962 = -2811146.722743
  nChanged 90
		SP:Iteration 50Q (41164.550000 sec): 3 clusters
  Score: Raw -2814509.003558 + Penalty 3336.735962 = -2811172.267596
  nChanged 90
		SP:Iteration 51Q (41164.840000 sec): 3 clusters
  Score: Raw -2814539.205672 + Penalty 3336.735962 = -2811202.469710
  nChanged 96
		SP:Iteration 52Q (41165.120000 sec): 3 clusters
  Score: Raw -2814570.960051 + Penalty 3336.735962 = -2811234.224088
  nChanged 93
		SP:Iteration 53Q (41165.460000 sec): 3 clusters
  Score: Raw -2814607.549692 + Penalty 3336.735962 = -2811270.813729
  nChanged 107
		SP:Iteration 54Q (41165.760000 sec): 3 clusters
  Score: Raw -2814647.129067 + Penalty 3336.735962 = -2811310.393104
  nChanged 86
		SP:Iteration 55Q (41166.000000 sec): 3 clusters
  Score: Raw -2814677.294949 + Penalty 3336.735962 = -2811340.558987
  nChanged 70
		SP:Iteration 56Q (41166.260000 sec): 3 clusters
  Score: Raw -2814697.255224 + Penalty 3336.735962 = -2811360.519261
  nChanged 63
		SP:Iteration 57Q (41166.580000 sec): 3 clusters
  Score: Raw -2814717.639671 + Penalty 3336.735962 = -2811380.903709
  nChanged 52
		SP:Iteration 58Q (41166.820000 sec): 3 clusters
  Score: Raw -2814731.378357 + Penalty 3336.735962 = -2811394.642395
  nChanged 45
		SP:Iteration 59Q (41167.120000 sec): 3 clusters
  Score: Raw -2814746.083832 + Penalty 3336.735962 = -2811409.347869
  nChanged 51
		SP:Iteration 60F (41167.410000 sec): 3 clusters
  Score: Raw -2814763.114036 + Penalty 3336.735962 = -2811426.378074
  nChanged 47
		SP:Iteration 61Q (41167.710000 sec): 3 clusters
  Score: Raw -2814777.289032 + Penalty 3336.735962 = -2811440.553070
  nChanged 33
		SP:Iteration 62Q (41167.980000 sec): 3 clusters
  Score: Raw -2814787.726176 + Penalty 3336.735962 = -2811450.990214
  nChanged 48
		SP:Iteration 63Q (41168.260000 sec): 3 clusters
  Score: Raw -2814801.427057 + Penalty 3336.735962 = -2811464.691095
  nChanged 38
		SP:Iteration 64Q (41168.590000 sec): 3 clusters
  Score: Raw -2814811.117639 + Penalty 3336.735962 = -2811474.381677
  nChanged 34
		SP:Iteration 65Q (41168.910000 sec): 3 clusters
  Score: Raw -2814823.493720 + Penalty 3336.735962 = -2811486.757757
  nChanged 41
		SP:Iteration 66Q (41169.230000 sec): 3 clusters
  Score: Raw -2814838.561196 + Penalty 3336.735962 = -2811501.825233
  nChanged 50
		SP:Iteration 67Q (41169.570000 sec): 3 clusters
  Score: Raw -2814859.273706 + Penalty 3336.735962 = -2811522.537744
  nChanged 41
		SP:Iteration 68Q (41169.850000 sec): 3 clusters
  Score: Raw -2814872.843534 + Penalty 3336.735962 = -2811536.107572
  nChanged 26
		SP:Iteration 69Q (41170.130000 sec): 3 clusters
  Score: Raw -2814880.787195 + Penalty 3336.735962 = -2811544.051232
  nChanged 21
		SP:Iteration 70Q (41170.450000 sec): 3 clusters
  Score: Raw -2814887.035337 + Penalty 3336.735962 = -2811550.299374
  nChanged 20
		SP:Iteration 71Q (41170.740000 sec): 3 clusters
  Score: Raw -2814892.514415 + Penalty 3336.735962 = -2811555.778453
  nChanged 14
		SP:Iteration 72Q (41171.050000 sec): 3 clusters
  Score: Raw -2814897.053731 + Penalty 3336.735962 = -2811560.317769
  nChanged 17
		SP:Iteration 73Q (41171.320000 sec): 3 clusters
  Score: Raw -2814902.949624 + Penalty 3336.735962 = -2811566.213662
  nChanged 15
		SP:Iteration 74Q (41171.630000 sec): 3 clusters
  Score: Raw -2814907.166110 + Penalty 3336.735962 = -2811570.430148
  nChanged 16
		SP:Iteration 75Q (41171.920000 sec): 3 clusters
  Score: Raw -2814912.307749 + Penalty 3336.735962 = -2811575.571786
  nChanged 15
		SP:Iteration 76Q (41172.190000 sec): 3 clusters
  Score: Raw -2814917.364855 + Penalty 3336.735962 = -2811580.628893
  nChanged 18
		SP:Iteration 77Q (41172.480000 sec): 3 clusters
  Score: Raw -2814921.521999 + Penalty 3336.735962 = -2811584.786037
  nChanged 9
		SP:Iteration 78Q (41172.800000 sec): 3 clusters
  Score: Raw -2814923.889731 + Penalty 3336.735962 = -2811587.153769
  nChanged 8
		SP:Iteration 79Q (41173.190000 sec): 3 clusters
  Score: Raw -2814925.782534 + Penalty 3336.735962 = -2811589.046571
  nChanged 9
		SP:Iteration 80F (41173.530000 sec): 3 clusters
  Score: Raw -2814928.014184 + Penalty 3336.735962 = -2811591.278222
  nChanged 9
		SP:Iteration 81Q (41173.860000 sec): 3 clusters
  Score: Raw -2814930.380143 + Penalty 3336.735962 = -2811593.644180
  nChanged 6
		SP:Iteration 82Q (41174.170000 sec): 3 clusters
  Score: Raw -2814932.451328 + Penalty 3336.735962 = -2811595.715366
  nChanged 7
		SP:Iteration 83Q (41174.480000 sec): 3 clusters
  Score: Raw -2814934.076177 + Penalty 3336.735962 = -2811597.340215
  nChanged 7
		SP:Iteration 84Q (41174.820000 sec): 3 clusters
  Score: Raw -2814935.321737 + Penalty 3336.735962 = -2811598.585774
  nChanged 3
		SP:Iteration 85Q (41175.200000 sec): 3 clusters
  Score: Raw -2814935.843138 + Penalty 3336.735962 = -2811599.107175
  nChanged 2
		SP:Iteration 86Q (41175.580000 sec): 3 clusters
  Score: Raw -2814936.229798 + Penalty 3336.735962 = -2811599.493836
  nChanged 3
		SP:Iteration 87Q (41175.910000 sec): 3 clusters
  Score: Raw -2814936.514211 + Penalty 3336.735962 = -2811599.778249
  nChanged 1
		SP:Iteration 88Q (41176.230000 sec): 3 clusters
  Score: Raw -2814936.737089 + Penalty 3336.735962 = -2811600.001126
  nChanged 2
		SP:Iteration 89Q (41176.600000 sec): 3 clusters
  Score: Raw -2814937.254156 + Penalty 3336.735962 = -2811600.518193
  nChanged 1
		SP:Iteration 90Q (41176.930000 sec): 3 clusters
  Score: Raw -2814937.418556 + Penalty 3336.735962 = -2811600.682593
  nChanged 2
		SP:Iteration 91Q (41177.240000 sec): 3 clusters
  Score: Raw -2814937.817226 + Penalty 3336.735962 = -2811601.081264
  nChanged 0
		SP:Iteration 92F (41177.500000 sec): 3 clusters
  Score: Raw -2814937.817226 + Penalty 3336.735962 = -2811601.081264
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 2 (79032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41177.920000 sec): 2 clusters
  Score: Raw -8725484.869938 + Penalty 1832.611318 = -8723652.258619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41178.530000 sec): 3 clusters
  Score: Raw -8674596.130217 + Penalty 3665.222637 = -8670930.907581
  nChanged 37591
		SP:Iteration 1F (41179.120000 sec): 3 clusters
  Score: Raw -8696846.492050 + Penalty 3665.222637 = -8693181.269413
  nChanged 3477
		SP:Iteration 2Q (41179.780000 sec): 3 clusters
  Score: Raw -8698123.723746 + Penalty 3665.222637 = -8694458.501109
  nChanged 3768
		SP:Iteration 3Q (41180.390000 sec): 3 clusters
  Score: Raw -8699725.917158 + Penalty 3665.222637 = -8696060.694521
  nChanged 3989
		SP:Iteration 4F (41181.050000 sec): 3 clusters
  Score: Raw -8701610.228770 + Penalty 3665.222637 = -8697945.006133
  nChanged 4106
		SP:Iteration 5F (41181.610000 sec): 3 clusters
  Score: Raw -8703615.984642 + Penalty 3665.222637 = -8699950.762005
  nChanged 4087
		SP:Iteration 6F (41182.160000 sec): 3 clusters
  Score: Raw -8705675.118923 + Penalty 3665.222637 = -8702009.896287
  nChanged 3923
		SP:Iteration 7Q (41182.800000 sec): 3 clusters
  Score: Raw -8707653.584573 + Penalty 3665.222637 = -8703988.361936
  nChanged 3720
		SP:Iteration 8Q (41183.460000 sec): 3 clusters
  Score: Raw -8709520.704879 + Penalty 3665.222637 = -8705855.482242
  nChanged 3659
		SP:Iteration 9Q (41184.120000 sec): 3 clusters
  Score: Raw -8711455.939530 + Penalty 3665.222637 = -8707790.716893
  nChanged 3654
		SP:Iteration 10Q (41184.700000 sec): 3 clusters
  Score: Raw -8713501.600907 + Penalty 3665.222637 = -8709836.378271
  nChanged 3657
		SP:Iteration 11Q (41185.320000 sec): 3 clusters
  Score: Raw -8715656.794728 + Penalty 3665.222637 = -8711991.572091
  nChanged 3629
		SP:Iteration 12Q (41185.980000 sec): 3 clusters
  Score: Raw -8717873.768618 + Penalty 3665.222637 = -8714208.545981
  nChanged 3398
		SP:Iteration 13Q (41186.510000 sec): 3 clusters
  Score: Raw -8720000.715095 + Penalty 3665.222637 = -8716335.492458
  nChanged 2815
		SP:Iteration 14Q (41187.150000 sec): 3 clusters
  Score: Raw -8721751.464803 + Penalty 3665.222637 = -8718086.242166
  nChanged 2255
		SP:Iteration 15Q (41187.690000 sec): 3 clusters
  Score: Raw -8723133.606039 + Penalty 3665.222637 = -8719468.383402
  nChanged 1668
		SP:Iteration 16Q (41188.250000 sec): 3 clusters
  Score: Raw -8724119.919404 + Penalty 3665.222637 = -8720454.696767
  nChanged 1129
		SP:Iteration 17Q (41188.730000 sec): 3 clusters
  Score: Raw -8724769.920588 + Penalty 3665.222637 = -8721104.697951
  nChanged 794
		SP:Iteration 18Q (41189.270000 sec): 3 clusters
  Score: Raw -8725212.929725 + Penalty 3665.222637 = -8721547.707088
  nChanged 509
		SP:Iteration 19Q (41189.840000 sec): 3 clusters
  Score: Raw -8725483.245409 + Penalty 3665.222637 = -8721818.022772
  nChanged 335
		SP:Iteration 20F (41190.370000 sec): 3 clusters
  Score: Raw -8725646.408477 + Penalty 3665.222637 = -8721981.185841
  nChanged 209
		SP:Iteration 21Q (41190.860000 sec): 3 clusters
  Score: Raw -8725748.804225 + Penalty 3665.222637 = -8722083.581588
  nChanged 161
		SP:Iteration 22Q (41191.350000 sec): 3 clusters
  Score: Raw -8725829.917440 + Penalty 3665.222637 = -8722164.694803
  nChanged 137
		SP:Iteration 23Q (41191.830000 sec): 3 clusters
  Score: Raw -8725902.701997 + Penalty 3665.222637 = -8722237.479361
  nChanged 101
		SP:Iteration 24Q (41192.290000 sec): 3 clusters
  Score: Raw -8725951.406354 + Penalty 3665.222637 = -8722286.183717
  nChanged 66
		SP:Iteration 25Q (41192.760000 sec): 3 clusters
  Score: Raw -8725980.544538 + Penalty 3665.222637 = -8722315.321901
  nChanged 65
		SP:Iteration 26Q (41193.210000 sec): 3 clusters
  Score: Raw -8726011.710497 + Penalty 3665.222637 = -8722346.487860
  nChanged 66
		SP:Iteration 27Q (41193.730000 sec): 3 clusters
  Score: Raw -8726039.749872 + Penalty 3665.222637 = -8722374.527235
  nChanged 47
		SP:Iteration 28Q (41194.250000 sec): 3 clusters
  Score: Raw -8726058.859062 + Penalty 3665.222637 = -8722393.636425
  nChanged 46
		SP:Iteration 29Q (41194.770000 sec): 3 clusters
  Score: Raw -8726078.435486 + Penalty 3665.222637 = -8722413.212850
  nChanged 41
		SP:Iteration 30Q (41195.240000 sec): 3 clusters
  Score: Raw -8726094.384794 + Penalty 3665.222637 = -8722429.162157
  nChanged 37
		SP:Iteration 31Q (41195.770000 sec): 3 clusters
  Score: Raw -8726107.005557 + Penalty 3665.222637 = -8722441.782921
  nChanged 27
		SP:Iteration 32Q (41196.350000 sec): 3 clusters
  Score: Raw -8726116.211577 + Penalty 3665.222637 = -8722450.988940
  nChanged 18
		SP:Iteration 33Q (41196.870000 sec): 3 clusters
  Score: Raw -8726121.250981 + Penalty 3665.222637 = -8722456.028345
  nChanged 15
		SP:Iteration 34Q (41197.370000 sec): 3 clusters
  Score: Raw -8726126.246196 + Penalty 3665.222637 = -8722461.023560
  nChanged 17
		SP:Iteration 35Q (41198.000000 sec): 3 clusters
  Score: Raw -8726133.697009 + Penalty 3665.222637 = -8722468.474372
  nChanged 17
		SP:Iteration 36Q (41198.540000 sec): 3 clusters
  Score: Raw -8726140.081735 + Penalty 3665.222637 = -8722474.859098
  nChanged 17
		SP:Iteration 37Q (41199.080000 sec): 3 clusters
  Score: Raw -8726145.468302 + Penalty 3665.222637 = -8722480.245665
  nChanged 21
		SP:Iteration 38Q (41199.550000 sec): 3 clusters
  Score: Raw -8726152.625892 + Penalty 3665.222637 = -8722487.403255
  nChanged 17
		SP:Iteration 39Q (41200.060000 sec): 3 clusters
  Score: Raw -8726158.470481 + Penalty 3665.222637 = -8722493.247844
  nChanged 20
		SP:Iteration 40F (41200.620000 sec): 3 clusters
  Score: Raw -8726165.144787 + Penalty 3665.222637 = -8722499.922150
  nChanged 17
		SP:Iteration 41Q (41201.130000 sec): 3 clusters
  Score: Raw -8726171.070913 + Penalty 3665.222637 = -8722505.848276
  nChanged 13
		SP:Iteration 42Q (41201.630000 sec): 3 clusters
  Score: Raw -8726175.336708 + Penalty 3665.222637 = -8722510.114072
  nChanged 3
		SP:Iteration 43Q (41202.170000 sec): 3 clusters
  Score: Raw -8726176.159002 + Penalty 3665.222637 = -8722510.936365
  nChanged 3
		SP:Iteration 44Q (41202.610000 sec): 3 clusters
  Score: Raw -8726176.915777 + Penalty 3665.222637 = -8722511.693140
  nChanged 3
		SP:Iteration 45Q (41202.980000 sec): 3 clusters
  Score: Raw -8726177.723954 + Penalty 3665.222637 = -8722512.501318
  nChanged 1
		SP:Iteration 46Q (41203.420000 sec): 3 clusters
  Score: Raw -8726178.173359 + Penalty 3665.222637 = -8722512.950722
  nChanged 1
		SP:Iteration 47Q (41203.850000 sec): 3 clusters
  Score: Raw -8726178.567264 + Penalty 3665.222637 = -8722513.344627
  nChanged 3
		SP:Iteration 48Q (41204.250000 sec): 3 clusters
  Score: Raw -8726179.565101 + Penalty 3665.222637 = -8722514.342464
  nChanged 3
		SP:Iteration 49Q (41204.700000 sec): 3 clusters
  Score: Raw -8726180.299767 + Penalty 3665.222637 = -8722515.077130
  nChanged 2
		SP:Iteration 50Q (41205.150000 sec): 3 clusters
  Score: Raw -8726180.795932 + Penalty 3665.222637 = -8722515.573296
  nChanged 2
		SP:Iteration 51Q (41205.620000 sec): 3 clusters
  Score: Raw -8726181.338692 + Penalty 3665.222637 = -8722516.116055
  nChanged 1
		SP:Iteration 52Q (41206.120000 sec): 3 clusters
  Score: Raw -8726181.507177 + Penalty 3665.222637 = -8722516.284540
  nChanged 2
		SP:Iteration 53Q (41206.650000 sec): 3 clusters
  Score: Raw -8726181.967884 + Penalty 3665.222637 = -8722516.745247
  nChanged 1
		SP:Iteration 54Q (41207.180000 sec): 3 clusters
  Score: Raw -8726182.216252 + Penalty 3665.222637 = -8722516.993615
  nChanged 0
		SP:Iteration 55F (41207.740000 sec): 3 clusters
  Score: Raw -8726182.216252 + Penalty 3665.222637 = -8722516.993615
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 3 (28016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41207.960000 sec): 2 clusters
  Score: Raw -2983310.804302 + Penalty 1664.086296 = -2981646.718006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41208.320000 sec): 3 clusters
  Score: Raw -2966029.034642 + Penalty 3328.172593 = -2962700.862049
  nChanged 12949
		SP:Iteration 1F (41208.660000 sec): 3 clusters
  Score: Raw -2973403.579024 + Penalty 3328.172593 = -2970075.406431
  nChanged 1416
		SP:Iteration 2F (41209.040000 sec): 3 clusters
  Score: Raw -2973950.180130 + Penalty 3328.172593 = -2970622.007537
  nChanged 1422
		SP:Iteration 3F (41209.300000 sec): 3 clusters
  Score: Raw -2974562.729707 + Penalty 3328.172593 = -2971234.557114
  nChanged 1453
		SP:Iteration 4F (41209.630000 sec): 3 clusters
  Score: Raw -2975273.939144 + Penalty 3328.172593 = -2971945.766551
  nChanged 1430
		SP:Iteration 5F (41209.940000 sec): 3 clusters
  Score: Raw -2976032.616296 + Penalty 3328.172593 = -2972704.443703
  nChanged 1456
		SP:Iteration 6F (41210.220000 sec): 3 clusters
  Score: Raw -2976818.934942 + Penalty 3328.172593 = -2973490.762349
  nChanged 1407
		SP:Iteration 7F (41210.510000 sec): 3 clusters
  Score: Raw -2977663.013392 + Penalty 3328.172593 = -2974334.840799
  nChanged 1463
		SP:Iteration 8F (41210.770000 sec): 3 clusters
  Score: Raw -2978573.912134 + Penalty 3328.172593 = -2975245.739542
  nChanged 1428
		SP:Iteration 9F (41211.110000 sec): 3 clusters
  Score: Raw -2979476.434431 + Penalty 3328.172593 = -2976148.261838
  nChanged 1325
		SP:Iteration 10Q (41211.380000 sec): 3 clusters
  Score: Raw -2980219.824298 + Penalty 3328.172593 = -2976891.651705
  nChanged 1066
		SP:Iteration 11Q (41211.740000 sec): 3 clusters
  Score: Raw -2980686.999517 + Penalty 3328.172593 = -2977358.826924
  nChanged 804
		SP:Iteration 12Q (41212.080000 sec): 3 clusters
  Score: Raw -2980974.661573 + Penalty 3328.172593 = -2977646.488980
  nChanged 617
		SP:Iteration 13Q (41212.370000 sec): 3 clusters
  Score: Raw -2981165.613917 + Penalty 3328.172593 = -2977837.441325
  nChanged 484
		SP:Iteration 14Q (41212.670000 sec): 3 clusters
  Score: Raw -2981306.307907 + Penalty 3328.172593 = -2977978.135314
  nChanged 416
		SP:Iteration 15Q (41212.970000 sec): 3 clusters
  Score: Raw -2981415.172304 + Penalty 3328.172593 = -2978086.999711
  nChanged 360
		SP:Iteration 16Q (41213.340000 sec): 3 clusters
  Score: Raw -2981500.728546 + Penalty 3328.172593 = -2978172.555953
  nChanged 316
		SP:Iteration 17Q (41213.680000 sec): 3 clusters
  Score: Raw -2981577.470742 + Penalty 3328.172593 = -2978249.298149
  nChanged 337
		SP:Iteration 18Q (41213.970000 sec): 3 clusters
  Score: Raw -2981668.619721 + Penalty 3328.172593 = -2978340.447128
  nChanged 339
		SP:Iteration 19Q (41214.320000 sec): 3 clusters
  Score: Raw -2981773.999574 + Penalty 3328.172593 = -2978445.826981
  nChanged 369
		SP:Iteration 20F (41214.580000 sec): 3 clusters
  Score: Raw -2981879.866785 + Penalty 3328.172593 = -2978551.694192
  nChanged 359
		SP:Iteration 21Q (41214.910000 sec): 3 clusters
  Score: Raw -2981987.358795 + Penalty 3328.172593 = -2978659.186202
  nChanged 374
		SP:Iteration 22Q (41215.230000 sec): 3 clusters
  Score: Raw -2982103.493883 + Penalty 3328.172593 = -2978775.321290
  nChanged 368
		SP:Iteration 23Q (41215.570000 sec): 3 clusters
  Score: Raw -2982216.248330 + Penalty 3328.172593 = -2978888.075738
  nChanged 327
		SP:Iteration 24Q (41215.850000 sec): 3 clusters
  Score: Raw -2982308.271250 + Penalty 3328.172593 = -2978980.098657
  nChanged 320
		SP:Iteration 25Q (41216.160000 sec): 3 clusters
  Score: Raw -2982399.713802 + Penalty 3328.172593 = -2979071.541209
  nChanged 319
		SP:Iteration 26Q (41216.500000 sec): 3 clusters
  Score: Raw -2982493.944261 + Penalty 3328.172593 = -2979165.771668
  nChanged 296
		SP:Iteration 27Q (41216.860000 sec): 3 clusters
  Score: Raw -2982580.379346 + Penalty 3328.172593 = -2979252.206754
  nChanged 307
		SP:Iteration 28Q (41217.190000 sec): 3 clusters
  Score: Raw -2982662.773119 + Penalty 3328.172593 = -2979334.600526
  nChanged 285
		SP:Iteration 29Q (41217.520000 sec): 3 clusters
  Score: Raw -2982742.052604 + Penalty 3328.172593 = -2979413.880011
  nChanged 315
		SP:Iteration 30Q (41217.830000 sec): 3 clusters
  Score: Raw -2982830.069554 + Penalty 3328.172593 = -2979501.896961
  nChanged 275
		SP:Iteration 31Q (41218.150000 sec): 3 clusters
  Score: Raw -2982901.375885 + Penalty 3328.172593 = -2979573.203293
  nChanged 259
		SP:Iteration 32Q (41218.470000 sec): 3 clusters
  Score: Raw -2982962.516042 + Penalty 3328.172593 = -2979634.343449
  nChanged 222
		SP:Iteration 33Q (41218.780000 sec): 3 clusters
  Score: Raw -2983014.981581 + Penalty 3328.172593 = -2979686.808988
  nChanged 217
		SP:Iteration 34Q (41219.090000 sec): 3 clusters
  Score: Raw -2983057.282112 + Penalty 3328.172593 = -2979729.109520
  nChanged 183
		SP:Iteration 35Q (41219.380000 sec): 3 clusters
  Score: Raw -2983086.057602 + Penalty 3328.172593 = -2979757.885009
  nChanged 152
		SP:Iteration 36Q (41219.730000 sec): 3 clusters
  Score: Raw -2983115.606731 + Penalty 3328.172593 = -2979787.434138
  nChanged 142
		SP:Iteration 37Q (41220.050000 sec): 3 clusters
  Score: Raw -2983141.068263 + Penalty 3328.172593 = -2979812.895671
  nChanged 129
		SP:Iteration 38Q (41220.390000 sec): 3 clusters
  Score: Raw -2983159.181147 + Penalty 3328.172593 = -2979831.008555
  nChanged 107
		SP:Iteration 39Q (41220.680000 sec): 3 clusters
  Score: Raw -2983174.510810 + Penalty 3328.172593 = -2979846.338217
  nChanged 104
		SP:Iteration 40F (41221.070000 sec): 3 clusters
  Score: Raw -2983187.925968 + Penalty 3328.172593 = -2979859.753376
  nChanged 78
		SP:Iteration 41Q (41221.420000 sec): 3 clusters
  Score: Raw -2983196.915026 + Penalty 3328.172593 = -2979868.742434
  nChanged 72
		SP:Iteration 42Q (41221.790000 sec): 3 clusters
  Score: Raw -2983206.277609 + Penalty 3328.172593 = -2979878.105016
  nChanged 79
		SP:Iteration 43Q (41222.120000 sec): 3 clusters
  Score: Raw -2983214.105655 + Penalty 3328.172593 = -2979885.933062
  nChanged 63
		SP:Iteration 44Q (41222.480000 sec): 3 clusters
  Score: Raw -2983219.139448 + Penalty 3328.172593 = -2979890.966855
  nChanged 45
		SP:Iteration 45Q (41222.860000 sec): 3 clusters
  Score: Raw -2983223.237006 + Penalty 3328.172593 = -2979895.064414
  nChanged 53
		SP:Iteration 46Q (41223.190000 sec): 3 clusters
  Score: Raw -2983228.442603 + Penalty 3328.172593 = -2979900.270010
  nChanged 50
		SP:Iteration 47Q (41223.520000 sec): 3 clusters
  Score: Raw -2983233.953896 + Penalty 3328.172593 = -2979905.781303
  nChanged 56
		SP:Iteration 48Q (41223.870000 sec): 3 clusters
  Score: Raw -2983238.765097 + Penalty 3328.172593 = -2979910.592504
  nChanged 45
		SP:Iteration 49Q (41224.250000 sec): 3 clusters
  Score: Raw -2983242.455052 + Penalty 3328.172593 = -2979914.282460
  nChanged 38
		SP:Iteration 50Q (41224.600000 sec): 3 clusters
  Score: Raw -2983245.776245 + Penalty 3328.172593 = -2979917.603653
  nChanged 38
		SP:Iteration 51Q (41224.920000 sec): 3 clusters
  Score: Raw -2983248.579548 + Penalty 3328.172593 = -2979920.406955
  nChanged 30
		SP:Iteration 52Q (41225.220000 sec): 3 clusters
  Score: Raw -2983250.752041 + Penalty 3328.172593 = -2979922.579448
  nChanged 26
		SP:Iteration 53Q (41225.550000 sec): 3 clusters
  Score: Raw -2983252.535291 + Penalty 3328.172593 = -2979924.362698
  nChanged 28
		SP:Iteration 54Q (41225.880000 sec): 3 clusters
  Score: Raw -2983254.278617 + Penalty 3328.172593 = -2979926.106025
  nChanged 16
		SP:Iteration 55Q (41226.190000 sec): 3 clusters
  Score: Raw -2983255.180314 + Penalty 3328.172593 = -2979927.007721
  nChanged 14
		SP:Iteration 56Q (41226.520000 sec): 3 clusters
  Score: Raw -2983256.053009 + Penalty 3328.172593 = -2979927.880416
  nChanged 17
		SP:Iteration 57Q (41226.820000 sec): 3 clusters
  Score: Raw -2983257.140277 + Penalty 3328.172593 = -2979928.967684
  nChanged 18
		SP:Iteration 58Q (41227.190000 sec): 3 clusters
  Score: Raw -2983258.359270 + Penalty 3328.172593 = -2979930.186677
  nChanged 16
		SP:Iteration 59Q (41227.500000 sec): 3 clusters
  Score: Raw -2983259.428775 + Penalty 3328.172593 = -2979931.256183
  nChanged 15
		SP:Iteration 60F (41227.810000 sec): 3 clusters
  Score: Raw -2983260.477878 + Penalty 3328.172593 = -2979932.305285
  nChanged 17
		SP:Iteration 61Q (41228.170000 sec): 3 clusters
  Score: Raw -2983261.512800 + Penalty 3328.172593 = -2979933.340207
  nChanged 17
		SP:Iteration 62Q (41228.500000 sec): 3 clusters
  Score: Raw -2983262.538467 + Penalty 3328.172593 = -2979934.365874
  nChanged 20
		SP:Iteration 63Q (41228.820000 sec): 3 clusters
  Score: Raw -2983263.416139 + Penalty 3328.172593 = -2979935.243547
  nChanged 19
		SP:Iteration 64Q (41229.150000 sec): 3 clusters
  Score: Raw -2983264.266398 + Penalty 3328.172593 = -2979936.093806
  nChanged 15
		SP:Iteration 65Q (41229.490000 sec): 3 clusters
  Score: Raw -2983264.812596 + Penalty 3328.172593 = -2979936.640004
  nChanged 13
		SP:Iteration 66Q (41229.840000 sec): 3 clusters
  Score: Raw -2983265.335220 + Penalty 3328.172593 = -2979937.162627
  nChanged 9
		SP:Iteration 67Q (41230.190000 sec): 3 clusters
  Score: Raw -2983265.731032 + Penalty 3328.172593 = -2979937.558439
  nChanged 12
		SP:Iteration 68Q (41230.490000 sec): 3 clusters
  Score: Raw -2983266.385233 + Penalty 3328.172593 = -2979938.212640
  nChanged 12
		SP:Iteration 69Q (41230.850000 sec): 3 clusters
  Score: Raw -2983266.991935 + Penalty 3328.172593 = -2979938.819343
  nChanged 19
		SP:Iteration 70Q (41231.190000 sec): 3 clusters
  Score: Raw -2983268.447460 + Penalty 3328.172593 = -2979940.274867
  nChanged 29
		SP:Iteration 71Q (41231.510000 sec): 3 clusters
  Score: Raw -2983270.711048 + Penalty 3328.172593 = -2979942.538456
  nChanged 25
		SP:Iteration 72Q (41231.820000 sec): 3 clusters
  Score: Raw -2983272.409311 + Penalty 3328.172593 = -2979944.236719
  nChanged 23
		SP:Iteration 73Q (41232.170000 sec): 3 clusters
  Score: Raw -2983274.063835 + Penalty 3328.172593 = -2979945.891242
  nChanged 27
		SP:Iteration 74Q (41232.440000 sec): 3 clusters
  Score: Raw -2983275.967928 + Penalty 3328.172593 = -2979947.795335
  nChanged 17
		SP:Iteration 75Q (41232.850000 sec): 3 clusters
  Score: Raw -2983277.229958 + Penalty 3328.172593 = -2979949.057365
  nChanged 22
		SP:Iteration 76Q (41233.120000 sec): 3 clusters
  Score: Raw -2983278.814900 + Penalty 3328.172593 = -2979950.642307
  nChanged 30
		SP:Iteration 77Q (41233.480000 sec): 3 clusters
  Score: Raw -2983281.134997 + Penalty 3328.172593 = -2979952.962404
  nChanged 27
		SP:Iteration 78Q (41233.820000 sec): 3 clusters
  Score: Raw -2983283.074092 + Penalty 3328.172593 = -2979954.901499
  nChanged 27
		SP:Iteration 79Q (41234.150000 sec): 3 clusters
  Score: Raw -2983284.649025 + Penalty 3328.172593 = -2979956.476432
  nChanged 23
		SP:Iteration 80F (41234.500000 sec): 3 clusters
  Score: Raw -2983286.232560 + Penalty 3328.172593 = -2979958.059968
  nChanged 22
		SP:Iteration 81Q (41234.780000 sec): 3 clusters
  Score: Raw -2983287.455717 + Penalty 3328.172593 = -2979959.283124
  nChanged 20
		SP:Iteration 82Q (41235.110000 sec): 3 clusters
  Score: Raw -2983288.537975 + Penalty 3328.172593 = -2979960.365382
  nChanged 19
		SP:Iteration 83Q (41235.450000 sec): 3 clusters
  Score: Raw -2983289.767263 + Penalty 3328.172593 = -2979961.594670
  nChanged 18
		SP:Iteration 84Q (41235.700000 sec): 3 clusters
  Score: Raw -2983291.540309 + Penalty 3328.172593 = -2979963.367716
  nChanged 19
		SP:Iteration 85Q (41235.980000 sec): 3 clusters
  Score: Raw -2983292.924620 + Penalty 3328.172593 = -2979964.752027
  nChanged 17
		SP:Iteration 86Q (41236.280000 sec): 3 clusters
  Score: Raw -2983294.515278 + Penalty 3328.172593 = -2979966.342685
  nChanged 20
		SP:Iteration 87Q (41236.570000 sec): 3 clusters
  Score: Raw -2983295.841888 + Penalty 3328.172593 = -2979967.669295
  nChanged 17
		SP:Iteration 88Q (41236.890000 sec): 3 clusters
  Score: Raw -2983296.837864 + Penalty 3328.172593 = -2979968.665272
  nChanged 22
		SP:Iteration 89Q (41237.180000 sec): 3 clusters
  Score: Raw -2983297.929735 + Penalty 3328.172593 = -2979969.757143
  nChanged 20
		SP:Iteration 90Q (41237.510000 sec): 3 clusters
  Score: Raw -2983299.238655 + Penalty 3328.172593 = -2979971.066063
  nChanged 21
		SP:Iteration 91Q (41237.820000 sec): 3 clusters
  Score: Raw -2983300.478581 + Penalty 3328.172593 = -2979972.305988
  nChanged 21
		SP:Iteration 92Q (41238.150000 sec): 3 clusters
  Score: Raw -2983301.890194 + Penalty 3328.172593 = -2979973.717601
  nChanged 21
		SP:Iteration 93Q (41238.490000 sec): 3 clusters
  Score: Raw -2983302.889709 + Penalty 3328.172593 = -2979974.717116
  nChanged 16
		SP:Iteration 94Q (41238.820000 sec): 3 clusters
  Score: Raw -2983303.838774 + Penalty 3328.172593 = -2979975.666181
  nChanged 16
		SP:Iteration 95Q (41239.130000 sec): 3 clusters
  Score: Raw -2983304.802561 + Penalty 3328.172593 = -2979976.629968
  nChanged 18
		SP:Iteration 96Q (41239.460000 sec): 3 clusters
  Score: Raw -2983306.029929 + Penalty 3328.172593 = -2979977.857336
  nChanged 19
		SP:Iteration 97Q (41239.790000 sec): 3 clusters
  Score: Raw -2983306.900758 + Penalty 3328.172593 = -2979978.728166
  nChanged 14
		SP:Iteration 98Q (41240.060000 sec): 3 clusters
  Score: Raw -2983307.646503 + Penalty 3328.172593 = -2979979.473910
  nChanged 13
		SP:Iteration 99Q (41240.380000 sec): 3 clusters
  Score: Raw -2983308.262008 + Penalty 3328.172593 = -2979980.089415
  nChanged 13
		SP:Iteration 100F (41240.680000 sec): 3 clusters
  Score: Raw -2983309.108440 + Penalty 3328.172593 = -2979980.935847
  nChanged 17
		SP:Iteration 101Q (41240.940000 sec): 3 clusters
  Score: Raw -2983309.823462 + Penalty 3328.172593 = -2979981.650870
  nChanged 11
		SP:Iteration 102Q (41241.260000 sec): 3 clusters
  Score: Raw -2983310.317923 + Penalty 3328.172593 = -2979982.145330
  nChanged 12
		SP:Iteration 103Q (41241.600000 sec): 3 clusters
  Score: Raw -2983311.013734 + Penalty 3328.172593 = -2979982.841141
  nChanged 17
		SP:Iteration 104Q (41241.920000 sec): 3 clusters
  Score: Raw -2983312.034245 + Penalty 3328.172593 = -2979983.861653
  nChanged 15
		SP:Iteration 105Q (41242.260000 sec): 3 clusters
  Score: Raw -2983312.870169 + Penalty 3328.172593 = -2979984.697576
  nChanged 16
		SP:Iteration 106Q (41242.600000 sec): 3 clusters
  Score: Raw -2983313.952183 + Penalty 3328.172593 = -2979985.779590
  nChanged 17
		SP:Iteration 107Q (41242.880000 sec): 3 clusters
  Score: Raw -2983314.895206 + Penalty 3328.172593 = -2979986.722614
  nChanged 20
		SP:Iteration 108Q (41243.210000 sec): 3 clusters
  Score: Raw -2983315.739913 + Penalty 3328.172593 = -2979987.567321
  nChanged 18
		SP:Iteration 109Q (41243.510000 sec): 3 clusters
  Score: Raw -2983317.091258 + Penalty 3328.172593 = -2979988.918665
  nChanged 25
		SP:Iteration 110Q (41243.800000 sec): 3 clusters
  Score: Raw -2983319.349231 + Penalty 3328.172593 = -2979991.176639
  nChanged 25
		SP:Iteration 111Q (41244.110000 sec): 3 clusters
  Score: Raw -2983321.636674 + Penalty 3328.172593 = -2979993.464082
  nChanged 24
		SP:Iteration 112Q (41244.470000 sec): 3 clusters
  Score: Raw -2983323.195891 + Penalty 3328.172593 = -2979995.023298
  nChanged 22
		SP:Iteration 113Q (41244.790000 sec): 3 clusters
  Score: Raw -2983324.542939 + Penalty 3328.172593 = -2979996.370346
  nChanged 22
		SP:Iteration 114Q (41245.130000 sec): 3 clusters
  Score: Raw -2983326.122754 + Penalty 3328.172593 = -2979997.950161
  nChanged 28
		SP:Iteration 115Q (41245.470000 sec): 3 clusters
  Score: Raw -2983327.952672 + Penalty 3328.172593 = -2979999.780079
  nChanged 24
		SP:Iteration 116Q (41245.830000 sec): 3 clusters
  Score: Raw -2983330.119662 + Penalty 3328.172593 = -2980001.947070
  nChanged 37
		SP:Iteration 117Q (41246.140000 sec): 3 clusters
  Score: Raw -2983333.565292 + Penalty 3328.172593 = -2980005.392699
  nChanged 37
		SP:Iteration 118Q (41246.450000 sec): 3 clusters
  Score: Raw -2983336.361770 + Penalty 3328.172593 = -2980008.189177
  nChanged 33
		SP:Iteration 119Q (41246.810000 sec): 3 clusters
  Score: Raw -2983338.564934 + Penalty 3328.172593 = -2980010.392341
  nChanged 32
		SP:Iteration 120F (41247.110000 sec): 3 clusters
  Score: Raw -2983340.686868 + Penalty 3328.172593 = -2980012.514275
  nChanged 23
		SP:Iteration 121Q (41247.430000 sec): 3 clusters
  Score: Raw -2983342.491508 + Penalty 3328.172593 = -2980014.318916
  nChanged 26
		SP:Iteration 122Q (41247.750000 sec): 3 clusters
  Score: Raw -2983344.189776 + Penalty 3328.172593 = -2980016.017183
  nChanged 25
		SP:Iteration 123Q (41248.070000 sec): 3 clusters
  Score: Raw -2983346.246215 + Penalty 3328.172593 = -2980018.073622
  nChanged 24
		SP:Iteration 124Q (41248.410000 sec): 3 clusters
  Score: Raw -2983347.893037 + Penalty 3328.172593 = -2980019.720444
  nChanged 20
		SP:Iteration 125Q (41248.680000 sec): 3 clusters
  Score: Raw -2983349.462423 + Penalty 3328.172593 = -2980021.289830
  nChanged 25
		SP:Iteration 126Q (41248.970000 sec): 3 clusters
  Score: Raw -2983351.543981 + Penalty 3328.172593 = -2980023.371388
  nChanged 25
		SP:Iteration 127Q (41249.290000 sec): 3 clusters
  Score: Raw -2983353.131945 + Penalty 3328.172593 = -2980024.959352
  nChanged 24
		SP:Iteration 128Q (41249.580000 sec): 3 clusters
  Score: Raw -2983354.942905 + Penalty 3328.172593 = -2980026.770312
  nChanged 18
		SP:Iteration 129Q (41249.890000 sec): 3 clusters
  Score: Raw -2983356.133600 + Penalty 3328.172593 = -2980027.961008
  nChanged 17
		SP:Iteration 130Q (41250.220000 sec): 3 clusters
  Score: Raw -2983357.315213 + Penalty 3328.172593 = -2980029.142620
  nChanged 17
		SP:Iteration 131Q (41250.530000 sec): 3 clusters
  Score: Raw -2983358.591769 + Penalty 3328.172593 = -2980030.419177
  nChanged 19
		SP:Iteration 132Q (41250.880000 sec): 3 clusters
  Score: Raw -2983360.136435 + Penalty 3328.172593 = -2980031.963842
  nChanged 18
		SP:Iteration 133Q (41251.190000 sec): 3 clusters
  Score: Raw -2983361.404383 + Penalty 3328.172593 = -2980033.231790
  nChanged 12
		SP:Iteration 134Q (41251.500000 sec): 3 clusters
  Score: Raw -2983362.454279 + Penalty 3328.172593 = -2980034.281686
  nChanged 20
		SP:Iteration 135Q (41251.780000 sec): 3 clusters
  Score: Raw -2983363.841460 + Penalty 3328.172593 = -2980035.668867
  nChanged 20
		SP:Iteration 136Q (41252.140000 sec): 3 clusters
  Score: Raw -2983365.089170 + Penalty 3328.172593 = -2980036.916577
  nChanged 17
		SP:Iteration 137Q (41252.450000 sec): 3 clusters
  Score: Raw -2983366.321870 + Penalty 3328.172593 = -2980038.149277
  nChanged 17
		SP:Iteration 138Q (41252.760000 sec): 3 clusters
  Score: Raw -2983367.458771 + Penalty 3328.172593 = -2980039.286178
  nChanged 13
		SP:Iteration 139Q (41253.110000 sec): 3 clusters
  Score: Raw -2983368.400638 + Penalty 3328.172593 = -2980040.228045
  nChanged 17
		SP:Iteration 140F (41253.440000 sec): 3 clusters
  Score: Raw -2983369.520588 + Penalty 3328.172593 = -2980041.347995
  nChanged 15
		SP:Iteration 141Q (41253.760000 sec): 3 clusters
  Score: Raw -2983370.397683 + Penalty 3328.172593 = -2980042.225090
  nChanged 19
		SP:Iteration 142Q (41254.100000 sec): 3 clusters
  Score: Raw -2983371.790661 + Penalty 3328.172593 = -2980043.618068
  nChanged 22
		SP:Iteration 143Q (41254.460000 sec): 3 clusters
  Score: Raw -2983373.322016 + Penalty 3328.172593 = -2980045.149424
  nChanged 16
		SP:Iteration 144Q (41254.740000 sec): 3 clusters
  Score: Raw -2983374.266993 + Penalty 3328.172593 = -2980046.094400
  nChanged 15
		SP:Iteration 145Q (41255.040000 sec): 3 clusters
  Score: Raw -2983375.195259 + Penalty 3328.172593 = -2980047.022667
  nChanged 17
		SP:Iteration 146Q (41255.380000 sec): 3 clusters
  Score: Raw -2983376.266519 + Penalty 3328.172593 = -2980048.093926
  nChanged 12
		SP:Iteration 147Q (41255.710000 sec): 3 clusters
  Score: Raw -2983377.072224 + Penalty 3328.172593 = -2980048.899632
  nChanged 10
		SP:Iteration 148Q (41256.100000 sec): 3 clusters
  Score: Raw -2983377.775421 + Penalty 3328.172593 = -2980049.602828
  nChanged 10
		SP:Iteration 149Q (41256.430000 sec): 3 clusters
  Score: Raw -2983378.607991 + Penalty 3328.172593 = -2980050.435398
  nChanged 13
		SP:Iteration 150Q (41256.750000 sec): 3 clusters
  Score: Raw -2983379.764702 + Penalty 3328.172593 = -2980051.592109
  nChanged 17
		SP:Iteration 151Q (41257.080000 sec): 3 clusters
  Score: Raw -2983380.446373 + Penalty 3328.172593 = -2980052.273780
  nChanged 12
		SP:Iteration 152Q (41257.430000 sec): 3 clusters
  Score: Raw -2983381.137722 + Penalty 3328.172593 = -2980052.965129
  nChanged 12
		SP:Iteration 153Q (41257.740000 sec): 3 clusters
  Score: Raw -2983381.688434 + Penalty 3328.172593 = -2980053.515841
  nChanged 10
		SP:Iteration 154Q (41258.110000 sec): 3 clusters
  Score: Raw -2983382.301992 + Penalty 3328.172593 = -2980054.129399
  nChanged 10
		SP:Iteration 155Q (41258.460000 sec): 3 clusters
  Score: Raw -2983382.976222 + Penalty 3328.172593 = -2980054.803629
  nChanged 11
		SP:Iteration 156Q (41258.790000 sec): 3 clusters
  Score: Raw -2983383.776986 + Penalty 3328.172593 = -2980055.604393
  nChanged 12
		SP:Iteration 157Q (41259.140000 sec): 3 clusters
  Score: Raw -2983384.924667 + Penalty 3328.172593 = -2980056.752074
  nChanged 13
		SP:Iteration 158Q (41259.470000 sec): 3 clusters
  Score: Raw -2983385.778645 + Penalty 3328.172593 = -2980057.606052
  nChanged 11
		SP:Iteration 159Q (41259.800000 sec): 3 clusters
  Score: Raw -2983386.251048 + Penalty 3328.172593 = -2980058.078455
  nChanged 12
		SP:Iteration 160F (41260.140000 sec): 3 clusters
  Score: Raw -2983387.020327 + Penalty 3328.172593 = -2980058.847734
  nChanged 16
		SP:Iteration 161Q (41260.510000 sec): 3 clusters
  Score: Raw -2983388.034483 + Penalty 3328.172593 = -2980059.861890
  nChanged 16
		SP:Iteration 162Q (41260.840000 sec): 3 clusters
  Score: Raw -2983389.153459 + Penalty 3328.172593 = -2980060.980866
  nChanged 15
		SP:Iteration 163Q (41261.160000 sec): 3 clusters
  Score: Raw -2983390.238785 + Penalty 3328.172593 = -2980062.066192
  nChanged 12
		SP:Iteration 164Q (41261.500000 sec): 3 clusters
  Score: Raw -2983390.971322 + Penalty 3328.172593 = -2980062.798730
  nChanged 14
		SP:Iteration 165Q (41261.820000 sec): 3 clusters
  Score: Raw -2983391.917604 + Penalty 3328.172593 = -2980063.745011
  nChanged 17
		SP:Iteration 166Q (41262.180000 sec): 3 clusters
  Score: Raw -2983392.940276 + Penalty 3328.172593 = -2980064.767683
  nChanged 16
		SP:Iteration 167Q (41262.520000 sec): 3 clusters
  Score: Raw -2983394.201305 + Penalty 3328.172593 = -2980066.028712
  nChanged 14
		SP:Iteration 168Q (41262.830000 sec): 3 clusters
  Score: Raw -2983395.104863 + Penalty 3328.172593 = -2980066.932270
  nChanged 10
		SP:Iteration 169Q (41263.170000 sec): 3 clusters
  Score: Raw -2983395.862448 + Penalty 3328.172593 = -2980067.689855
  nChanged 12
		SP:Iteration 170Q (41263.500000 sec): 3 clusters
  Score: Raw -2983396.452160 + Penalty 3328.172593 = -2980068.279567
  nChanged 7
		SP:Iteration 171Q (41263.790000 sec): 3 clusters
  Score: Raw -2983396.732676 + Penalty 3328.172593 = -2980068.560083
  nChanged 3
		SP:Iteration 172Q (41264.130000 sec): 3 clusters
  Score: Raw -2983397.002110 + Penalty 3328.172593 = -2980068.829517
  nChanged 6
		SP:Iteration 173Q (41264.410000 sec): 3 clusters
  Score: Raw -2983397.380045 + Penalty 3328.172593 = -2980069.207452
  nChanged 7
		SP:Iteration 174Q (41264.750000 sec): 3 clusters
  Score: Raw -2983397.755532 + Penalty 3328.172593 = -2980069.582940
  nChanged 8
		SP:Iteration 175Q (41265.120000 sec): 3 clusters
  Score: Raw -2983398.281527 + Penalty 3328.172593 = -2980070.108934
  nChanged 6
		SP:Iteration 176Q (41265.470000 sec): 3 clusters
  Score: Raw -2983398.763084 + Penalty 3328.172593 = -2980070.590492
  nChanged 7
		SP:Iteration 177Q (41265.810000 sec): 3 clusters
  Score: Raw -2983399.244002 + Penalty 3328.172593 = -2980071.071409
  nChanged 8
		SP:Iteration 178Q (41266.160000 sec): 3 clusters
  Score: Raw -2983399.779250 + Penalty 3328.172593 = -2980071.606658
  nChanged 11
		SP:Iteration 179Q (41266.450000 sec): 3 clusters
  Score: Raw -2983400.346452 + Penalty 3328.172593 = -2980072.173859
  nChanged 11
		SP:Iteration 180F (41266.800000 sec): 3 clusters
  Score: Raw -2983400.803150 + Penalty 3328.172593 = -2980072.630557
  nChanged 3
		SP:Iteration 181Q (41267.120000 sec): 3 clusters
  Score: Raw -2983400.997349 + Penalty 3328.172593 = -2980072.824756
  nChanged 5
		SP:Iteration 182Q (41267.520000 sec): 3 clusters
  Score: Raw -2983401.283015 + Penalty 3328.172593 = -2980073.110422
  nChanged 8
		SP:Iteration 183Q (41267.800000 sec): 3 clusters
  Score: Raw -2983401.690967 + Penalty 3328.172593 = -2980073.518374
  nChanged 6
		SP:Iteration 184Q (41268.110000 sec): 3 clusters
  Score: Raw -2983402.081491 + Penalty 3328.172593 = -2980073.908898
  nChanged 5
		SP:Iteration 185Q (41268.380000 sec): 3 clusters
  Score: Raw -2983402.273420 + Penalty 3328.172593 = -2980074.100828
  nChanged 5
		SP:Iteration 186Q (41268.730000 sec): 3 clusters
  Score: Raw -2983402.650974 + Penalty 3328.172593 = -2980074.478382
  nChanged 5
		SP:Iteration 187Q (41269.030000 sec): 3 clusters
  Score: Raw -2983402.938153 + Penalty 3328.172593 = -2980074.765560
  nChanged 4
		SP:Iteration 188Q (41269.370000 sec): 3 clusters
  Score: Raw -2983403.107203 + Penalty 3328.172593 = -2980074.934611
  nChanged 7
		SP:Iteration 189Q (41269.660000 sec): 3 clusters
  Score: Raw -2983403.492596 + Penalty 3328.172593 = -2980075.320003
  nChanged 7
		SP:Iteration 190Q (41270.020000 sec): 3 clusters
  Score: Raw -2983403.853026 + Penalty 3328.172593 = -2980075.680434
  nChanged 9
		SP:Iteration 191Q (41270.350000 sec): 3 clusters
  Score: Raw -2983404.193268 + Penalty 3328.172593 = -2980076.020675
  nChanged 6
		SP:Iteration 192Q (41270.650000 sec): 3 clusters
  Score: Raw -2983404.462880 + Penalty 3328.172593 = -2980076.290287
  nChanged 6
		SP:Iteration 193Q (41270.980000 sec): 3 clusters
  Score: Raw -2983404.692228 + Penalty 3328.172593 = -2980076.519635
  nChanged 4
		SP:Iteration 194Q (41271.340000 sec): 3 clusters
  Score: Raw -2983405.071574 + Penalty 3328.172593 = -2980076.898981
  nChanged 4
		SP:Iteration 195Q (41271.690000 sec): 3 clusters
  Score: Raw -2983405.249187 + Penalty 3328.172593 = -2980077.076594
  nChanged 2
		SP:Iteration 196Q (41272.050000 sec): 3 clusters
  Score: Raw -2983405.318941 + Penalty 3328.172593 = -2980077.146348
  nChanged 0
		SP:Iteration 197F (41272.310000 sec): 3 clusters
  Score: Raw -2983405.318941 + Penalty 3328.172593 = -2980077.146348
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 4 (12031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41272.450000 sec): 2 clusters
  Score: Raw -1210168.074195 + Penalty 1526.726814 = -1208641.347381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41272.700000 sec): 3 clusters
  Score: Raw -1203224.284675 + Penalty 3053.453628 = -1200170.831047
  nChanged 5352
		SP:Iteration 1F (41272.960000 sec): 3 clusters
  Score: Raw -1206542.144691 + Penalty 3053.453628 = -1203488.691063
  nChanged 943
		SP:Iteration 2F (41273.200000 sec): 3 clusters
  Score: Raw -1207187.063946 + Penalty 3053.453628 = -1204133.610318
  nChanged 809
		SP:Iteration 3F (41273.420000 sec): 3 clusters
  Score: Raw -1207697.113133 + Penalty 3053.453628 = -1204643.659506
  nChanged 705
		SP:Iteration 4F (41273.660000 sec): 3 clusters
  Score: Raw -1208142.101151 + Penalty 3053.453628 = -1205088.647523
  nChanged 601
		SP:Iteration 5Q (41273.950000 sec): 3 clusters
  Score: Raw -1208512.545891 + Penalty 3053.453628 = -1205459.092264
  nChanged 498
		SP:Iteration 6Q (41274.200000 sec): 3 clusters
  Score: Raw -1208794.214210 + Penalty 3053.453628 = -1205740.760583
  nChanged 416
		SP:Iteration 7Q (41274.480000 sec): 3 clusters
  Score: Raw -1209035.703380 + Penalty 3053.453628 = -1205982.249753
  nChanged 360
		SP:Iteration 8Q (41274.690000 sec): 3 clusters
  Score: Raw -1209253.939592 + Penalty 3053.453628 = -1206200.485965
  nChanged 308
		SP:Iteration 9Q (41274.970000 sec): 3 clusters
  Score: Raw -1209425.839694 + Penalty 3053.453628 = -1206372.386066
  nChanged 279
		SP:Iteration 10Q (41275.180000 sec): 3 clusters
  Score: Raw -1209577.058464 + Penalty 3053.453628 = -1206523.604837
  nChanged 251
		SP:Iteration 11Q (41275.410000 sec): 3 clusters
  Score: Raw -1209712.685454 + Penalty 3053.453628 = -1206659.231826
  nChanged 208
		SP:Iteration 12Q (41275.620000 sec): 3 clusters
  Score: Raw -1209811.896186 + Penalty 3053.453628 = -1206758.442558
  nChanged 178
		SP:Iteration 13Q (41275.890000 sec): 3 clusters
  Score: Raw -1209892.589483 + Penalty 3053.453628 = -1206839.135856
  nChanged 144
		SP:Iteration 14Q (41276.090000 sec): 3 clusters
  Score: Raw -1209953.577951 + Penalty 3053.453628 = -1206900.124324
  nChanged 116
		SP:Iteration 15Q (41276.340000 sec): 3 clusters
  Score: Raw -1210000.977805 + Penalty 3053.453628 = -1206947.524177
  nChanged 123
		SP:Iteration 16Q (41276.610000 sec): 3 clusters
  Score: Raw -1210049.258447 + Penalty 3053.453628 = -1206995.804819
  nChanged 102
		SP:Iteration 17Q (41276.840000 sec): 3 clusters
  Score: Raw -1210088.158164 + Penalty 3053.453628 = -1207034.704536
  nChanged 86
		SP:Iteration 18Q (41277.070000 sec): 3 clusters
  Score: Raw -1210122.411477 + Penalty 3053.453628 = -1207068.957849
  nChanged 86
		SP:Iteration 19Q (41277.330000 sec): 3 clusters
  Score: Raw -1210157.806657 + Penalty 3053.453628 = -1207104.353029
  nChanged 81
		SP:Iteration 20F (41277.590000 sec): 3 clusters
  Score: Raw -1210188.011940 + Penalty 3053.453628 = -1207134.558312
  nChanged 67
		SP:Iteration 21Q (41277.850000 sec): 3 clusters
  Score: Raw -1210213.175675 + Penalty 3053.453628 = -1207159.722047
  nChanged 71
		SP:Iteration 22Q (41278.100000 sec): 3 clusters
  Score: Raw -1210239.096603 + Penalty 3053.453628 = -1207185.642975
  nChanged 66
		SP:Iteration 23Q (41278.380000 sec): 3 clusters
  Score: Raw -1210262.324958 + Penalty 3053.453628 = -1207208.871330
  nChanged 58
		SP:Iteration 24Q (41278.600000 sec): 3 clusters
  Score: Raw -1210281.173584 + Penalty 3053.453628 = -1207227.719957
  nChanged 47
		SP:Iteration 25Q (41278.850000 sec): 3 clusters
  Score: Raw -1210296.066529 + Penalty 3053.453628 = -1207242.612901
  nChanged 44
		SP:Iteration 26Q (41279.110000 sec): 3 clusters
  Score: Raw -1210312.220380 + Penalty 3053.453628 = -1207258.766752
  nChanged 54
		SP:Iteration 27Q (41279.300000 sec): 3 clusters
  Score: Raw -1210329.583906 + Penalty 3053.453628 = -1207276.130278
  nChanged 51
		SP:Iteration 28Q (41279.570000 sec): 3 clusters
  Score: Raw -1210346.978014 + Penalty 3053.453628 = -1207293.524386
  nChanged 49
		SP:Iteration 29Q (41279.790000 sec): 3 clusters
  Score: Raw -1210364.223756 + Penalty 3053.453628 = -1207310.770128
  nChanged 40
		SP:Iteration 30Q (41280.040000 sec): 3 clusters
  Score: Raw -1210376.777189 + Penalty 3053.453628 = -1207323.323561
  nChanged 32
		SP:Iteration 31Q (41280.340000 sec): 3 clusters
  Score: Raw -1210388.348487 + Penalty 3053.453628 = -1207334.894859
  nChanged 33
		SP:Iteration 32Q (41280.590000 sec): 3 clusters
  Score: Raw -1210400.392326 + Penalty 3053.453628 = -1207346.938699
  nChanged 31
		SP:Iteration 33Q (41280.850000 sec): 3 clusters
  Score: Raw -1210409.624220 + Penalty 3053.453628 = -1207356.170592
  nChanged 32
		SP:Iteration 34Q (41281.140000 sec): 3 clusters
  Score: Raw -1210419.419542 + Penalty 3053.453628 = -1207365.965915
  nChanged 19
		SP:Iteration 35Q (41281.370000 sec): 3 clusters
  Score: Raw -1210425.415531 + Penalty 3053.453628 = -1207371.961904
  nChanged 20
		SP:Iteration 36Q (41281.590000 sec): 3 clusters
  Score: Raw -1210429.486886 + Penalty 3053.453628 = -1207376.033259
  nChanged 15
		SP:Iteration 37Q (41281.880000 sec): 3 clusters
  Score: Raw -1210432.938872 + Penalty 3053.453628 = -1207379.485244
  nChanged 15
		SP:Iteration 38Q (41282.080000 sec): 3 clusters
  Score: Raw -1210437.505410 + Penalty 3053.453628 = -1207384.051782
  nChanged 15
		SP:Iteration 39Q (41282.340000 sec): 3 clusters
  Score: Raw -1210441.356626 + Penalty 3053.453628 = -1207387.902999
  nChanged 10
		SP:Iteration 40F (41282.580000 sec): 3 clusters
  Score: Raw -1210443.335602 + Penalty 3053.453628 = -1207389.881974
  nChanged 6
		SP:Iteration 41Q (41282.820000 sec): 3 clusters
  Score: Raw -1210444.921296 + Penalty 3053.453628 = -1207391.467669
  nChanged 6
		SP:Iteration 42Q (41283.050000 sec): 3 clusters
  Score: Raw -1210446.693671 + Penalty 3053.453628 = -1207393.240044
  nChanged 9
		SP:Iteration 43Q (41283.290000 sec): 3 clusters
  Score: Raw -1210448.613307 + Penalty 3053.453628 = -1207395.159679
  nChanged 3
		SP:Iteration 44Q (41283.580000 sec): 3 clusters
  Score: Raw -1210449.184507 + Penalty 3053.453628 = -1207395.730880
  nChanged 6
		SP:Iteration 45Q (41283.840000 sec): 3 clusters
  Score: Raw -1210450.552351 + Penalty 3053.453628 = -1207397.098723
  nChanged 3
		SP:Iteration 46Q (41284.120000 sec): 3 clusters
  Score: Raw -1210450.821017 + Penalty 3053.453628 = -1207397.367390
  nChanged 1
		SP:Iteration 47Q (41284.410000 sec): 3 clusters
  Score: Raw -1210450.943931 + Penalty 3053.453628 = -1207397.490304
  nChanged 4
		SP:Iteration 48Q (41284.660000 sec): 3 clusters
  Score: Raw -1210451.806652 + Penalty 3053.453628 = -1207398.353025
  nChanged 4
		SP:Iteration 49Q (41284.850000 sec): 3 clusters
  Score: Raw -1210453.176019 + Penalty 3053.453628 = -1207399.722392
  nChanged 6
		SP:Iteration 50Q (41285.160000 sec): 3 clusters
  Score: Raw -1210455.680652 + Penalty 3053.453628 = -1207402.227024
  nChanged 11
		SP:Iteration 51Q (41285.380000 sec): 3 clusters
  Score: Raw -1210460.389214 + Penalty 3053.453628 = -1207406.935587
  nChanged 11
		SP:Iteration 52Q (41285.650000 sec): 3 clusters
  Score: Raw -1210465.073826 + Penalty 3053.453628 = -1207411.620198
  nChanged 12
		SP:Iteration 53Q (41285.920000 sec): 3 clusters
  Score: Raw -1210469.680552 + Penalty 3053.453628 = -1207416.226925
  nChanged 11
		SP:Iteration 54Q (41286.140000 sec): 3 clusters
  Score: Raw -1210473.605194 + Penalty 3053.453628 = -1207420.151567
  nChanged 15
		SP:Iteration 55Q (41286.340000 sec): 3 clusters
  Score: Raw -1210480.168179 + Penalty 3053.453628 = -1207426.714551
  nChanged 22
		SP:Iteration 56Q (41286.580000 sec): 3 clusters
  Score: Raw -1210487.020683 + Penalty 3053.453628 = -1207433.567055
  nChanged 14
		SP:Iteration 57Q (41286.800000 sec): 3 clusters
  Score: Raw -1210492.680192 + Penalty 3053.453628 = -1207439.226564
  nChanged 14
		SP:Iteration 58Q (41287.020000 sec): 3 clusters
  Score: Raw -1210496.865945 + Penalty 3053.453628 = -1207443.412317
  nChanged 8
		SP:Iteration 59Q (41287.250000 sec): 3 clusters
  Score: Raw -1210499.304254 + Penalty 3053.453628 = -1207445.850627
  nChanged 11
		SP:Iteration 60F (41287.440000 sec): 3 clusters
  Score: Raw -1210502.991681 + Penalty 3053.453628 = -1207449.538054
  nChanged 8
		SP:Iteration 61Q (41287.690000 sec): 3 clusters
  Score: Raw -1210506.647816 + Penalty 3053.453628 = -1207453.194189
  nChanged 10
		SP:Iteration 62Q (41287.910000 sec): 3 clusters
  Score: Raw -1210509.451149 + Penalty 3053.453628 = -1207455.997521
  nChanged 9
		SP:Iteration 63Q (41288.070000 sec): 3 clusters
  Score: Raw -1210512.034402 + Penalty 3053.453628 = -1207458.580775
  nChanged 12
		SP:Iteration 64Q (41288.290000 sec): 3 clusters
  Score: Raw -1210515.703068 + Penalty 3053.453628 = -1207462.249441
  nChanged 9
		SP:Iteration 65Q (41288.510000 sec): 3 clusters
  Score: Raw -1210517.679158 + Penalty 3053.453628 = -1207464.225530
  nChanged 7
		SP:Iteration 66Q (41288.760000 sec): 3 clusters
  Score: Raw -1210519.569113 + Penalty 3053.453628 = -1207466.115486
  nChanged 8
		SP:Iteration 67Q (41288.960000 sec): 3 clusters
  Score: Raw -1210522.073468 + Penalty 3053.453628 = -1207468.619840
  nChanged 10
		SP:Iteration 68Q (41289.180000 sec): 3 clusters
  Score: Raw -1210526.245964 + Penalty 3053.453628 = -1207472.792336
  nChanged 8
		SP:Iteration 69Q (41289.390000 sec): 3 clusters
  Score: Raw -1210530.144039 + Penalty 3053.453628 = -1207476.690411
  nChanged 5
		SP:Iteration 70Q (41289.620000 sec): 3 clusters
  Score: Raw -1210532.140930 + Penalty 3053.453628 = -1207478.687303
  nChanged 4
		SP:Iteration 71Q (41289.900000 sec): 3 clusters
  Score: Raw -1210533.338085 + Penalty 3053.453628 = -1207479.884457
  nChanged 4
		SP:Iteration 72Q (41290.150000 sec): 3 clusters
  Score: Raw -1210534.511822 + Penalty 3053.453628 = -1207481.058195
  nChanged 7
		SP:Iteration 73Q (41290.380000 sec): 3 clusters
  Score: Raw -1210536.441071 + Penalty 3053.453628 = -1207482.987444
  nChanged 4
		SP:Iteration 74Q (41290.630000 sec): 3 clusters
  Score: Raw -1210537.372118 + Penalty 3053.453628 = -1207483.918491
  nChanged 4
		SP:Iteration 75Q (41290.860000 sec): 3 clusters
  Score: Raw -1210538.200283 + Penalty 3053.453628 = -1207484.746656
  nChanged 2
		SP:Iteration 76Q (41291.070000 sec): 3 clusters
  Score: Raw -1210538.686444 + Penalty 3053.453628 = -1207485.232816
  nChanged 2
		SP:Iteration 77Q (41291.300000 sec): 3 clusters
  Score: Raw -1210540.127319 + Penalty 3053.453628 = -1207486.673692
  nChanged 2
		SP:Iteration 78Q (41291.540000 sec): 3 clusters
  Score: Raw -1210540.443015 + Penalty 3053.453628 = -1207486.989387
  nChanged 4
		SP:Iteration 79Q (41291.820000 sec): 3 clusters
  Score: Raw -1210541.594823 + Penalty 3053.453628 = -1207488.141196
  nChanged 4
		SP:Iteration 80F (41292.030000 sec): 3 clusters
  Score: Raw -1210543.246722 + Penalty 3053.453628 = -1207489.793094
  nChanged 3
		SP:Iteration 81Q (41292.280000 sec): 3 clusters
  Score: Raw -1210544.314145 + Penalty 3053.453628 = -1207490.860518
  nChanged 3
		SP:Iteration 82Q (41292.470000 sec): 3 clusters
  Score: Raw -1210546.237990 + Penalty 3053.453628 = -1207492.784363
  nChanged 4
		SP:Iteration 83Q (41292.680000 sec): 3 clusters
  Score: Raw -1210546.864895 + Penalty 3053.453628 = -1207493.411268
  nChanged 3
		SP:Iteration 84Q (41292.890000 sec): 3 clusters
  Score: Raw -1210547.429785 + Penalty 3053.453628 = -1207493.976158
  nChanged 4
		SP:Iteration 85Q (41293.130000 sec): 3 clusters
  Score: Raw -1210549.620952 + Penalty 3053.453628 = -1207496.167325
  nChanged 5
		SP:Iteration 86Q (41293.440000 sec): 3 clusters
  Score: Raw -1210551.125484 + Penalty 3053.453628 = -1207497.671856
  nChanged 2
		SP:Iteration 87Q (41293.650000 sec): 3 clusters
  Score: Raw -1210551.660677 + Penalty 3053.453628 = -1207498.207050
  nChanged 2
		SP:Iteration 88Q (41293.860000 sec): 3 clusters
  Score: Raw -1210552.179650 + Penalty 3053.453628 = -1207498.726022
  nChanged 1
		SP:Iteration 89Q (41294.120000 sec): 3 clusters
  Score: Raw -1210552.743518 + Penalty 3053.453628 = -1207499.289891
  nChanged 2
		SP:Iteration 90Q (41294.310000 sec): 3 clusters
  Score: Raw -1210553.343390 + Penalty 3053.453628 = -1207499.889762
  nChanged 2
		SP:Iteration 91Q (41294.530000 sec): 3 clusters
  Score: Raw -1210553.753475 + Penalty 3053.453628 = -1207500.299848
  nChanged 1
		SP:Iteration 92Q (41294.810000 sec): 3 clusters
  Score: Raw -1210553.924060 + Penalty 3053.453628 = -1207500.470433
  nChanged 0
		SP:Iteration 93F (41295.030000 sec): 3 clusters
  Score: Raw -1210553.924060 + Penalty 3053.453628 = -1207500.470433
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 5 (263851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41296.120000 sec): 2 clusters
  Score: Raw -30508336.367128 + Penalty 2028.510222 = -30506307.856906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41297.540000 sec): 3 clusters
  Score: Raw -30332310.647541 + Penalty 4057.020444 = -30328253.627096
  nChanged 128480
		SP:Iteration 1F (41298.900000 sec): 3 clusters
  Score: Raw -30411388.216888 + Penalty 4057.020444 = -30407331.196444
  nChanged 12214
		SP:Iteration 2Q (41300.380000 sec): 3 clusters
  Score: Raw -30416019.859789 + Penalty 4057.020444 = -30411962.839345
  nChanged 14792
		SP:Iteration 3F (41302.100000 sec): 3 clusters
  Score: Raw -30423081.218751 + Penalty 4057.020444 = -30419024.198307
  nChanged 17655
		SP:Iteration 4F (41303.460000 sec): 3 clusters
  Score: Raw -30433804.463004 + Penalty 4057.020444 = -30429747.442560
  nChanged 19933
		SP:Iteration 5F (41304.760000 sec): 3 clusters
  Score: Raw -30448682.228921 + Penalty 4057.020444 = -30444625.208476
  nChanged 20546
		SP:Iteration 6F (41306.100000 sec): 3 clusters
  Score: Raw -30467101.527752 + Penalty 4057.020444 = -30463044.507308
  nChanged 17927
		SP:Iteration 7F (41307.380000 sec): 3 clusters
  Score: Raw -30484684.792570 + Penalty 4057.020444 = -30480627.772126
  nChanged 12102
		SP:Iteration 8Q (41308.740000 sec): 3 clusters
  Score: Raw -30496876.354215 + Penalty 4057.020444 = -30492819.333771
  nChanged 6476
		SP:Iteration 9Q (41310.020000 sec): 3 clusters
  Score: Raw -30503218.362146 + Penalty 4057.020444 = -30499161.341702
  nChanged 3189
		SP:Iteration 10Q (41311.380000 sec): 3 clusters
  Score: Raw -30505960.108687 + Penalty 4057.020444 = -30501903.088243
  nChanged 1778
		SP:Iteration 11Q (41312.670000 sec): 3 clusters
  Score: Raw -30507229.633532 + Penalty 4057.020444 = -30503172.613087
  nChanged 1117
		SP:Iteration 12Q (41314.000000 sec): 3 clusters
  Score: Raw -30507889.638484 + Penalty 4057.020444 = -30503832.618040
  nChanged 745
		SP:Iteration 13Q (41315.220000 sec): 3 clusters
  Score: Raw -30508281.535359 + Penalty 4057.020444 = -30504224.514915
  nChanged 564
		SP:Iteration 14Q (41316.470000 sec): 3 clusters
  Score: Raw -30508549.669134 + Penalty 4057.020444 = -30504492.648690
  nChanged 388
		SP:Iteration 15Q (41317.640000 sec): 3 clusters
  Score: Raw -30508707.877073 + Penalty 4057.020444 = -30504650.856628
  nChanged 270
		SP:Iteration 16Q (41318.960000 sec): 3 clusters
  Score: Raw -30508809.358503 + Penalty 4057.020444 = -30504752.338059
  nChanged 209
		SP:Iteration 17Q (41320.340000 sec): 3 clusters
  Score: Raw -30508888.512302 + Penalty 4057.020444 = -30504831.491858
  nChanged 177
		SP:Iteration 18Q (41321.490000 sec): 3 clusters
  Score: Raw -30508955.385359 + Penalty 4057.020444 = -30504898.364914
  nChanged 138
		SP:Iteration 19Q (41322.660000 sec): 3 clusters
  Score: Raw -30509000.758579 + Penalty 4057.020444 = -30504943.738135
  nChanged 106
		SP:Iteration 20F (41323.880000 sec): 3 clusters
  Score: Raw -30509031.353019 + Penalty 4057.020444 = -30504974.332575
  nChanged 89
		SP:Iteration 21Q (41325.080000 sec): 3 clusters
  Score: Raw -30509052.055330 + Penalty 4057.020444 = -30504995.034886
  nChanged 63
		SP:Iteration 22Q (41326.260000 sec): 3 clusters
  Score: Raw -30509069.436613 + Penalty 4057.020444 = -30505012.416169
  nChanged 66
		SP:Iteration 23Q (41327.380000 sec): 3 clusters
  Score: Raw -30509088.953386 + Penalty 4057.020444 = -30505031.932941
  nChanged 63
		SP:Iteration 24Q (41328.490000 sec): 3 clusters
  Score: Raw -30509109.414150 + Penalty 4057.020444 = -30505052.393706
  nChanged 61
		SP:Iteration 25Q (41329.690000 sec): 3 clusters
  Score: Raw -30509129.466752 + Penalty 4057.020444 = -30505072.446308
  nChanged 62
		SP:Iteration 26Q (41330.910000 sec): 3 clusters
  Score: Raw -30509148.152793 + Penalty 4057.020444 = -30505091.132349
  nChanged 51
		SP:Iteration 27Q (41332.050000 sec): 3 clusters
  Score: Raw -30509163.203575 + Penalty 4057.020444 = -30505106.183131
  nChanged 40
		SP:Iteration 28Q (41333.270000 sec): 3 clusters
  Score: Raw -30509172.000011 + Penalty 4057.020444 = -30505114.979567
  nChanged 29
		SP:Iteration 29Q (41334.480000 sec): 3 clusters
  Score: Raw -30509178.835575 + Penalty 4057.020444 = -30505121.815130
  nChanged 24
		SP:Iteration 30Q (41335.630000 sec): 3 clusters
  Score: Raw -30509184.942908 + Penalty 4057.020444 = -30505127.922463
  nChanged 24
		SP:Iteration 31Q (41336.720000 sec): 3 clusters
  Score: Raw -30509193.286419 + Penalty 4057.020444 = -30505136.265975
  nChanged 32
		SP:Iteration 32Q (41337.900000 sec): 3 clusters
  Score: Raw -30509202.870317 + Penalty 4057.020444 = -30505145.849873
  nChanged 23
		SP:Iteration 33Q (41339.050000 sec): 3 clusters
  Score: Raw -30509208.133850 + Penalty 4057.020444 = -30505151.113406
  nChanged 21
		SP:Iteration 34Q (41340.200000 sec): 3 clusters
  Score: Raw -30509212.721018 + Penalty 4057.020444 = -30505155.700573
  nChanged 17
		SP:Iteration 35Q (41341.330000 sec): 3 clusters
  Score: Raw -30509217.767620 + Penalty 4057.020444 = -30505160.747175
  nChanged 17
		SP:Iteration 36Q (41342.510000 sec): 3 clusters
  Score: Raw -30509222.151334 + Penalty 4057.020444 = -30505165.130890
  nChanged 12
		SP:Iteration 37Q (41343.660000 sec): 3 clusters
  Score: Raw -30509224.275814 + Penalty 4057.020444 = -30505167.255370
  nChanged 5
		SP:Iteration 38Q (41344.890000 sec): 3 clusters
  Score: Raw -30509225.227257 + Penalty 4057.020444 = -30505168.206813
  nChanged 3
		SP:Iteration 39Q (41346.120000 sec): 3 clusters
  Score: Raw -30509225.809571 + Penalty 4057.020444 = -30505168.789127
  nChanged 2
		SP:Iteration 40F (41347.540000 sec): 3 clusters
  Score: Raw -30509226.025501 + Penalty 4057.020444 = -30505169.005057
  nChanged 2
		SP:Iteration 41Q (41348.810000 sec): 3 clusters
  Score: Raw -30509226.402782 + Penalty 4057.020444 = -30505169.382338
  nChanged 3
		SP:Iteration 42Q (41350.050000 sec): 3 clusters
  Score: Raw -30509226.678634 + Penalty 4057.020444 = -30505169.658189
  nChanged 4
		SP:Iteration 43Q (41351.450000 sec): 3 clusters
  Score: Raw -30509227.711041 + Penalty 4057.020444 = -30505170.690597
  nChanged 8
		SP:Iteration 44Q (41352.630000 sec): 3 clusters
  Score: Raw -30509229.360722 + Penalty 4057.020444 = -30505172.340277
  nChanged 10
		SP:Iteration 45Q (41353.930000 sec): 3 clusters
  Score: Raw -30509231.714163 + Penalty 4057.020444 = -30505174.693719
  nChanged 10
		SP:Iteration 46Q (41355.140000 sec): 3 clusters
  Score: Raw -30509233.903211 + Penalty 4057.020444 = -30505176.882767
  nChanged 10
		SP:Iteration 47Q (41356.300000 sec): 3 clusters
  Score: Raw -30509235.472732 + Penalty 4057.020444 = -30505178.452287
  nChanged 3
		SP:Iteration 48Q (41357.320000 sec): 3 clusters
  Score: Raw -30509235.893291 + Penalty 4057.020444 = -30505178.872846
  nChanged 2
		SP:Iteration 49Q (41358.380000 sec): 3 clusters
  Score: Raw -30509236.148806 + Penalty 4057.020444 = -30505179.128362
  nChanged 1
		SP:Iteration 50Q (41359.490000 sec): 3 clusters
  Score: Raw -30509236.312009 + Penalty 4057.020444 = -30505179.291564
  nChanged 1
		SP:Iteration 51Q (41360.580000 sec): 3 clusters
  Score: Raw -30509236.352994 + Penalty 4057.020444 = -30505179.332550
  nChanged 1
		SP:Iteration 52Q (41361.720000 sec): 3 clusters
  Score: Raw -30509236.425563 + Penalty 4057.020444 = -30505179.405119
  nChanged 0
		SP:Iteration 53F (41363.060000 sec): 3 clusters
  Score: Raw -30509236.425563 + Penalty 4057.020444 = -30505179.405119
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 6 (41409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41363.430000 sec): 2 clusters
  Score: Raw -4174436.793355 + Penalty 1727.578698 = -4172709.214657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41363.800000 sec): 3 clusters
  Score: Raw -4148331.525138 + Penalty 3455.157396 = -4144876.367742
  nChanged 19375
		SP:Iteration 1F (41364.200000 sec): 3 clusters
  Score: Raw -4160649.830063 + Penalty 3455.157396 = -4157194.672667
  nChanged 3018
		SP:Iteration 2F (41364.600000 sec): 3 clusters
  Score: Raw -4162574.190388 + Penalty 3455.157396 = -4159119.032992
  nChanged 3197
		SP:Iteration 3F (41365.030000 sec): 3 clusters
  Score: Raw -4164826.074946 + Penalty 3455.157396 = -4161370.917550
  nChanged 3046
		SP:Iteration 4F (41365.410000 sec): 3 clusters
  Score: Raw -4166964.531505 + Penalty 3455.157396 = -4163509.374109
  nChanged 2596
		SP:Iteration 5F (41365.820000 sec): 3 clusters
  Score: Raw -4168718.044154 + Penalty 3455.157396 = -4165262.886757
  nChanged 2093
		SP:Iteration 6F (41366.200000 sec): 3 clusters
  Score: Raw -4170024.198116 + Penalty 3455.157396 = -4166569.040720
  nChanged 1680
		SP:Iteration 7Q (41366.540000 sec): 3 clusters
  Score: Raw -4170975.782956 + Penalty 3455.157396 = -4167520.625560
  nChanged 1296
		SP:Iteration 8Q (41366.930000 sec): 3 clusters
  Score: Raw -4171663.545946 + Penalty 3455.157396 = -4168208.388549
  nChanged 1070
		SP:Iteration 9Q (41367.270000 sec): 3 clusters
  Score: Raw -4172209.860086 + Penalty 3455.157396 = -4168754.702689
  nChanged 933
		SP:Iteration 10Q (41367.610000 sec): 3 clusters
  Score: Raw -4172671.296718 + Penalty 3455.157396 = -4169216.139321
  nChanged 783
		SP:Iteration 11Q (41367.920000 sec): 3 clusters
  Score: Raw -4173039.368300 + Penalty 3455.157396 = -4169584.210903
  nChanged 633
		SP:Iteration 12Q (41368.330000 sec): 3 clusters
  Score: Raw -4173319.417565 + Penalty 3455.157396 = -4169864.260168
  nChanged 552
		SP:Iteration 13Q (41368.680000 sec): 3 clusters
  Score: Raw -4173549.283623 + Penalty 3455.157396 = -4170094.126227
  nChanged 524
		SP:Iteration 14Q (41368.980000 sec): 3 clusters
  Score: Raw -4173762.737657 + Penalty 3455.157396 = -4170307.580260
  nChanged 471
		SP:Iteration 15Q (41369.340000 sec): 3 clusters
  Score: Raw -4173942.623608 + Penalty 3455.157396 = -4170487.466212
  nChanged 453
		SP:Iteration 16Q (41369.690000 sec): 3 clusters
  Score: Raw -4174120.395081 + Penalty 3455.157396 = -4170665.237684
  nChanged 450
		SP:Iteration 17Q (41370.060000 sec): 3 clusters
  Score: Raw -4174298.213398 + Penalty 3455.157396 = -4170843.056001
  nChanged 445
		SP:Iteration 18Q (41370.400000 sec): 3 clusters
  Score: Raw -4174477.283745 + Penalty 3455.157396 = -4171022.126349
  nChanged 403
		SP:Iteration 19Q (41370.700000 sec): 3 clusters
  Score: Raw -4174640.153978 + Penalty 3455.157396 = -4171184.996581
  nChanged 371
		SP:Iteration 20F (41371.110000 sec): 3 clusters
  Score: Raw -4174781.586096 + Penalty 3455.157396 = -4171326.428699
  nChanged 344
		SP:Iteration 21Q (41371.480000 sec): 3 clusters
  Score: Raw -4174907.196293 + Penalty 3455.157396 = -4171452.038897
  nChanged 304
		SP:Iteration 22Q (41371.820000 sec): 3 clusters
  Score: Raw -4175019.721096 + Penalty 3455.157396 = -4171564.563700
  nChanged 253
		SP:Iteration 23Q (41372.190000 sec): 3 clusters
  Score: Raw -4175100.099399 + Penalty 3455.157396 = -4171644.942002
  nChanged 204
		SP:Iteration 24Q (41372.550000 sec): 3 clusters
  Score: Raw -4175154.041454 + Penalty 3455.157396 = -4171698.884058
  nChanged 172
		SP:Iteration 25Q (41372.900000 sec): 3 clusters
  Score: Raw -4175198.835240 + Penalty 3455.157396 = -4171743.677844
  nChanged 150
		SP:Iteration 26Q (41373.270000 sec): 3 clusters
  Score: Raw -4175235.185546 + Penalty 3455.157396 = -4171780.028150
  nChanged 123
		SP:Iteration 27Q (41373.650000 sec): 3 clusters
  Score: Raw -4175263.666306 + Penalty 3455.157396 = -4171808.508910
  nChanged 104
		SP:Iteration 28Q (41374.050000 sec): 3 clusters
  Score: Raw -4175286.334347 + Penalty 3455.157396 = -4171831.176951
  nChanged 87
		SP:Iteration 29Q (41374.450000 sec): 3 clusters
  Score: Raw -4175307.963249 + Penalty 3455.157396 = -4171852.805853
  nChanged 83
		SP:Iteration 30Q (41374.870000 sec): 3 clusters
  Score: Raw -4175325.613744 + Penalty 3455.157396 = -4171870.456347
  nChanged 74
		SP:Iteration 31Q (41375.240000 sec): 3 clusters
  Score: Raw -4175342.695147 + Penalty 3455.157396 = -4171887.537750
  nChanged 65
		SP:Iteration 32Q (41375.640000 sec): 3 clusters
  Score: Raw -4175359.933877 + Penalty 3455.157396 = -4171904.776481
  nChanged 54
		SP:Iteration 33Q (41376.030000 sec): 3 clusters
  Score: Raw -4175374.279648 + Penalty 3455.157396 = -4171919.122251
  nChanged 67
		SP:Iteration 34Q (41376.440000 sec): 3 clusters
  Score: Raw -4175387.110843 + Penalty 3455.157396 = -4171931.953446
  nChanged 54
		SP:Iteration 35Q (41376.890000 sec): 3 clusters
  Score: Raw -4175397.114773 + Penalty 3455.157396 = -4171941.957377
  nChanged 52
		SP:Iteration 36Q (41377.280000 sec): 3 clusters
  Score: Raw -4175406.924673 + Penalty 3455.157396 = -4171951.767276
  nChanged 46
		SP:Iteration 37Q (41377.680000 sec): 3 clusters
  Score: Raw -4175415.543924 + Penalty 3455.157396 = -4171960.386528
  nChanged 40
		SP:Iteration 38Q (41378.030000 sec): 3 clusters
  Score: Raw -4175422.182229 + Penalty 3455.157396 = -4171967.024833
  nChanged 32
		SP:Iteration 39Q (41378.440000 sec): 3 clusters
  Score: Raw -4175427.025012 + Penalty 3455.157396 = -4171971.867616
  nChanged 28
		SP:Iteration 40F (41378.830000 sec): 3 clusters
  Score: Raw -4175432.072763 + Penalty 3455.157396 = -4171976.915367
  nChanged 32
		SP:Iteration 41Q (41379.190000 sec): 3 clusters
  Score: Raw -4175437.707692 + Penalty 3455.157396 = -4171982.550295
  nChanged 25
		SP:Iteration 42Q (41379.540000 sec): 3 clusters
  Score: Raw -4175441.084301 + Penalty 3455.157396 = -4171985.926905
  nChanged 13
		SP:Iteration 43Q (41379.960000 sec): 3 clusters
  Score: Raw -4175442.984665 + Penalty 3455.157396 = -4171987.827269
  nChanged 21
		SP:Iteration 44Q (41380.330000 sec): 3 clusters
  Score: Raw -4175445.797259 + Penalty 3455.157396 = -4171990.639863
  nChanged 18
		SP:Iteration 45Q (41380.780000 sec): 3 clusters
  Score: Raw -4175448.176201 + Penalty 3455.157396 = -4171993.018805
  nChanged 25
		SP:Iteration 46Q (41381.140000 sec): 3 clusters
  Score: Raw -4175451.538585 + Penalty 3455.157396 = -4171996.381188
  nChanged 19
		SP:Iteration 47Q (41381.530000 sec): 3 clusters
  Score: Raw -4175454.346701 + Penalty 3455.157396 = -4171999.189304
  nChanged 16
		SP:Iteration 48Q (41381.910000 sec): 3 clusters
  Score: Raw -4175456.654987 + Penalty 3455.157396 = -4172001.497591
  nChanged 10
		SP:Iteration 49Q (41382.200000 sec): 3 clusters
  Score: Raw -4175457.682621 + Penalty 3455.157396 = -4172002.525225
  nChanged 7
		SP:Iteration 50Q (41382.590000 sec): 3 clusters
  Score: Raw -4175458.411121 + Penalty 3455.157396 = -4172003.253725
  nChanged 5
		SP:Iteration 51Q (41383.010000 sec): 3 clusters
  Score: Raw -4175458.809669 + Penalty 3455.157396 = -4172003.652272
  nChanged 5
		SP:Iteration 52Q (41383.350000 sec): 3 clusters
  Score: Raw -4175459.201530 + Penalty 3455.157396 = -4172004.044133
  nChanged 4
		SP:Iteration 53Q (41383.840000 sec): 3 clusters
  Score: Raw -4175459.520947 + Penalty 3455.157396 = -4172004.363551
  nChanged 2
		SP:Iteration 54Q (41384.250000 sec): 3 clusters
  Score: Raw -4175459.721719 + Penalty 3455.157396 = -4172004.564323
  nChanged 3
		SP:Iteration 55Q (41384.660000 sec): 3 clusters
  Score: Raw -4175460.026535 + Penalty 3455.157396 = -4172004.869139
  nChanged 1
		SP:Iteration 56Q (41385.050000 sec): 3 clusters
  Score: Raw -4175460.163373 + Penalty 3455.157396 = -4172005.005976
  nChanged 4
		SP:Iteration 57Q (41385.430000 sec): 3 clusters
  Score: Raw -4175460.497318 + Penalty 3455.157396 = -4172005.339921
  nChanged 1
		SP:Iteration 58Q (41385.820000 sec): 3 clusters
  Score: Raw -4175460.591595 + Penalty 3455.157396 = -4172005.434198
  nChanged 1
		SP:Iteration 59Q (41386.200000 sec): 3 clusters
  Score: Raw -4175460.684432 + Penalty 3455.157396 = -4172005.527035
  nChanged 1
		SP:Iteration 60F (41386.620000 sec): 3 clusters
  Score: Raw -4175460.770475 + Penalty 3455.157396 = -4172005.613078
  nChanged 1
		SP:Iteration 61Q (41386.990000 sec): 3 clusters
  Score: Raw -4175461.020283 + Penalty 3455.157396 = -4172005.862886
  nChanged 2
		SP:Iteration 62Q (41387.370000 sec): 3 clusters
  Score: Raw -4175461.140240 + Penalty 3455.157396 = -4172005.982844
  nChanged 1
		SP:Iteration 63Q (41387.690000 sec): 3 clusters
  Score: Raw -4175461.199617 + Penalty 3455.157396 = -4172006.042221
  nChanged 0
		SP:Iteration 64F (41388.080000 sec): 3 clusters
  Score: Raw -4175461.199617 + Penalty 3455.157396 = -4172006.042221
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 7 (5560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41388.220000 sec): 2 clusters
  Score: Raw -653905.514751 + Penalty 1401.294925 = -652504.219825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41388.400000 sec): 3 clusters
  Score: Raw -650993.154567 + Penalty 2802.589851 = -648190.564716
  nChanged 2264
		SP:Iteration 1F (41388.620000 sec): 3 clusters
  Score: Raw -652342.755099 + Penalty 2802.589851 = -649540.165248
  nChanged 435
		SP:Iteration 2F (41388.810000 sec): 3 clusters
  Score: Raw -652612.387053 + Penalty 2802.589851 = -649809.797202
  nChanged 355
		SP:Iteration 3F (41389.010000 sec): 3 clusters
  Score: Raw -652827.855353 + Penalty 2802.589851 = -650025.265502
  nChanged 284
		SP:Iteration 4F (41389.200000 sec): 3 clusters
  Score: Raw -653002.871681 + Penalty 2802.589851 = -650200.281830
  nChanged 256
		SP:Iteration 5Q (41389.400000 sec): 3 clusters
  Score: Raw -653138.745965 + Penalty 2802.589851 = -650336.156114
  nChanged 203
		SP:Iteration 6Q (41389.590000 sec): 3 clusters
  Score: Raw -653250.589600 + Penalty 2802.589851 = -650447.999749
  nChanged 187
		SP:Iteration 7Q (41389.740000 sec): 3 clusters
  Score: Raw -653342.417207 + Penalty 2802.589851 = -650539.827356
  nChanged 157
		SP:Iteration 8Q (41389.910000 sec): 3 clusters
  Score: Raw -653413.452725 + Penalty 2802.589851 = -650610.862874
  nChanged 135
		SP:Iteration 9Q (41390.110000 sec): 3 clusters
  Score: Raw -653473.861633 + Penalty 2802.589851 = -650671.271783
  nChanged 114
		SP:Iteration 10Q (41390.300000 sec): 3 clusters
  Score: Raw -653523.317365 + Penalty 2802.589851 = -650720.727515
  nChanged 108
		SP:Iteration 11Q (41390.500000 sec): 3 clusters
  Score: Raw -653572.523271 + Penalty 2802.589851 = -650769.933420
  nChanged 88
		SP:Iteration 12Q (41390.690000 sec): 3 clusters
  Score: Raw -653612.391545 + Penalty 2802.589851 = -650809.801695
  nChanged 76
		SP:Iteration 13Q (41390.860000 sec): 3 clusters
  Score: Raw -653645.698009 + Penalty 2802.589851 = -650843.108158
  nChanged 79
		SP:Iteration 14Q (41391.060000 sec): 3 clusters
  Score: Raw -653674.743198 + Penalty 2802.589851 = -650872.153348
  nChanged 71
		SP:Iteration 15Q (41391.280000 sec): 3 clusters
  Score: Raw -653702.481499 + Penalty 2802.589851 = -650899.891649
  nChanged 62
		SP:Iteration 16Q (41391.480000 sec): 3 clusters
  Score: Raw -653729.032097 + Penalty 2802.589851 = -650926.442246
  nChanged 70
		SP:Iteration 17Q (41391.690000 sec): 3 clusters
  Score: Raw -653761.145068 + Penalty 2802.589851 = -650958.555217
  nChanged 66
		SP:Iteration 18Q (41391.880000 sec): 3 clusters
  Score: Raw -653792.756030 + Penalty 2802.589851 = -650990.166179
  nChanged 55
		SP:Iteration 19Q (41392.050000 sec): 3 clusters
  Score: Raw -653814.795650 + Penalty 2802.589851 = -651012.205799
  nChanged 56
		SP:Iteration 20F (41392.250000 sec): 3 clusters
  Score: Raw -653835.992807 + Penalty 2802.589851 = -651033.402956
  nChanged 53
		SP:Iteration 21Q (41392.430000 sec): 3 clusters
  Score: Raw -653857.179576 + Penalty 2802.589851 = -651054.589725
  nChanged 47
		SP:Iteration 22Q (41392.660000 sec): 3 clusters
  Score: Raw -653873.101919 + Penalty 2802.589851 = -651070.512068
  nChanged 36
		SP:Iteration 23Q (41392.880000 sec): 3 clusters
  Score: Raw -653887.706606 + Penalty 2802.589851 = -651085.116755
  nChanged 34
		SP:Iteration 24Q (41393.070000 sec): 3 clusters
  Score: Raw -653900.262386 + Penalty 2802.589851 = -651097.672535
  nChanged 39
		SP:Iteration 25Q (41393.310000 sec): 3 clusters
  Score: Raw -653919.504140 + Penalty 2802.589851 = -651116.914289
  nChanged 43
		SP:Iteration 26Q (41393.500000 sec): 3 clusters
  Score: Raw -653937.459933 + Penalty 2802.589851 = -651134.870083
  nChanged 33
		SP:Iteration 27Q (41393.770000 sec): 3 clusters
  Score: Raw -653951.085045 + Penalty 2802.589851 = -651148.495194
  nChanged 27
		SP:Iteration 28Q (41394.030000 sec): 3 clusters
  Score: Raw -653961.330986 + Penalty 2802.589851 = -651158.741135
  nChanged 27
		SP:Iteration 29Q (41394.170000 sec): 3 clusters
  Score: Raw -653974.744487 + Penalty 2802.589851 = -651172.154637
  nChanged 37
		SP:Iteration 30Q (41394.380000 sec): 3 clusters
  Score: Raw -653993.977103 + Penalty 2802.589851 = -651191.387252
  nChanged 43
		SP:Iteration 31Q (41394.560000 sec): 3 clusters
  Score: Raw -654016.716445 + Penalty 2802.589851 = -651214.126594
  nChanged 33
		SP:Iteration 32Q (41394.770000 sec): 3 clusters
  Score: Raw -654034.299850 + Penalty 2802.589851 = -651231.709999
  nChanged 25
		SP:Iteration 33Q (41394.950000 sec): 3 clusters
  Score: Raw -654044.837542 + Penalty 2802.589851 = -651242.247691
  nChanged 27
		SP:Iteration 34Q (41395.170000 sec): 3 clusters
  Score: Raw -654059.840500 + Penalty 2802.589851 = -651257.250650
  nChanged 16
		SP:Iteration 35Q (41395.390000 sec): 3 clusters
  Score: Raw -654069.449070 + Penalty 2802.589851 = -651266.859219
  nChanged 27
		SP:Iteration 36Q (41395.610000 sec): 3 clusters
  Score: Raw -654082.939525 + Penalty 2802.589851 = -651280.349674
  nChanged 23
		SP:Iteration 37Q (41395.830000 sec): 3 clusters
  Score: Raw -654094.564798 + Penalty 2802.589851 = -651291.974948
  nChanged 20
		SP:Iteration 38Q (41396.040000 sec): 3 clusters
  Score: Raw -654106.666125 + Penalty 2802.589851 = -651304.076274
  nChanged 14
		SP:Iteration 39Q (41396.210000 sec): 3 clusters
  Score: Raw -654113.231787 + Penalty 2802.589851 = -651310.641936
  nChanged 13
		SP:Iteration 40F (41396.420000 sec): 3 clusters
  Score: Raw -654120.405889 + Penalty 2802.589851 = -651317.816038
  nChanged 14
		SP:Iteration 41Q (41396.650000 sec): 3 clusters
  Score: Raw -654128.438420 + Penalty 2802.589851 = -651325.848569
  nChanged 12
		SP:Iteration 42Q (41396.830000 sec): 3 clusters
  Score: Raw -654135.230056 + Penalty 2802.589851 = -651332.640205
  nChanged 12
		SP:Iteration 43Q (41397.040000 sec): 3 clusters
  Score: Raw -654140.650395 + Penalty 2802.589851 = -651338.060544
  nChanged 6
		SP:Iteration 44Q (41397.200000 sec): 3 clusters
  Score: Raw -654142.328398 + Penalty 2802.589851 = -651339.738547
  nChanged 6
		SP:Iteration 45Q (41397.390000 sec): 3 clusters
  Score: Raw -654143.817903 + Penalty 2802.589851 = -651341.228052
  nChanged 5
		SP:Iteration 46Q (41397.550000 sec): 3 clusters
  Score: Raw -654146.031685 + Penalty 2802.589851 = -651343.441835
  nChanged 4
		SP:Iteration 47Q (41397.750000 sec): 3 clusters
  Score: Raw -654148.683448 + Penalty 2802.589851 = -651346.093597
  nChanged 5
		SP:Iteration 48Q (41397.950000 sec): 3 clusters
  Score: Raw -654152.346410 + Penalty 2802.589851 = -651349.756559
  nChanged 6
		SP:Iteration 49Q (41398.140000 sec): 3 clusters
  Score: Raw -654154.009352 + Penalty 2802.589851 = -651351.419501
  nChanged 3
		SP:Iteration 50Q (41398.350000 sec): 3 clusters
  Score: Raw -654155.329719 + Penalty 2802.589851 = -651352.739868
  nChanged 2
		SP:Iteration 51Q (41398.570000 sec): 3 clusters
  Score: Raw -654156.299423 + Penalty 2802.589851 = -651353.709572
  nChanged 2
		SP:Iteration 52Q (41398.760000 sec): 3 clusters
  Score: Raw -654157.393361 + Penalty 2802.589851 = -651354.803510
  nChanged 3
		SP:Iteration 53Q (41398.970000 sec): 3 clusters
  Score: Raw -654158.445158 + Penalty 2802.589851 = -651355.855307
  nChanged 1
		SP:Iteration 54Q (41399.190000 sec): 3 clusters
  Score: Raw -654159.232793 + Penalty 2802.589851 = -651356.642942
  nChanged 2
		SP:Iteration 55Q (41399.380000 sec): 3 clusters
  Score: Raw -654159.983771 + Penalty 2802.589851 = -651357.393920
  nChanged 2
		SP:Iteration 56Q (41399.590000 sec): 3 clusters
  Score: Raw -654160.872180 + Penalty 2802.589851 = -651358.282329
  nChanged 3
		SP:Iteration 57Q (41399.780000 sec): 3 clusters
  Score: Raw -654162.455735 + Penalty 2802.589851 = -651359.865885
  nChanged 2
		SP:Iteration 58Q (41399.980000 sec): 3 clusters
  Score: Raw -654163.756807 + Penalty 2802.589851 = -651361.166956
  nChanged 0
		SP:Iteration 59F (41400.180000 sec): 3 clusters
  Score: Raw -654163.756807 + Penalty 2802.589851 = -651361.166956
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 8 (7273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41400.270000 sec): 2 clusters
  Score: Raw -790277.844727 + Penalty 1444.937673 = -788832.907054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41400.490000 sec): 3 clusters
  Score: Raw -786315.139060 + Penalty 2889.875346 = -783425.263715
  nChanged 3071
		SP:Iteration 1F (41400.690000 sec): 3 clusters
  Score: Raw -788055.093366 + Penalty 2889.875346 = -785165.218020
  nChanged 478
		SP:Iteration 2F (41400.870000 sec): 3 clusters
  Score: Raw -788319.719484 + Penalty 2889.875346 = -785429.844139
  nChanged 412
		SP:Iteration 3F (41401.050000 sec): 3 clusters
  Score: Raw -788535.194301 + Penalty 2889.875346 = -785645.318956
  nChanged 363
		SP:Iteration 4Q (41401.260000 sec): 3 clusters
  Score: Raw -788735.976905 + Penalty 2889.875346 = -785846.101559
  nChanged 356
		SP:Iteration 5Q (41401.470000 sec): 3 clusters
  Score: Raw -788951.074490 + Penalty 2889.875346 = -786061.199144
  nChanged 328
		SP:Iteration 6Q (41401.730000 sec): 3 clusters
  Score: Raw -789143.359081 + Penalty 2889.875346 = -786253.483735
  nChanged 338
		SP:Iteration 7Q (41401.910000 sec): 3 clusters
  Score: Raw -789316.066415 + Penalty 2889.875346 = -786426.191070
  nChanged 270
		SP:Iteration 8Q (41402.130000 sec): 3 clusters
  Score: Raw -789466.741599 + Penalty 2889.875346 = -786576.866253
  nChanged 244
		SP:Iteration 9Q (41402.350000 sec): 3 clusters
  Score: Raw -789592.006842 + Penalty 2889.875346 = -786702.131497
  nChanged 223
		SP:Iteration 10Q (41402.570000 sec): 3 clusters
  Score: Raw -789703.777999 + Penalty 2889.875346 = -786813.902654
  nChanged 197
		SP:Iteration 11Q (41402.790000 sec): 3 clusters
  Score: Raw -789816.299327 + Penalty 2889.875346 = -786926.423981
  nChanged 185
		SP:Iteration 12Q (41402.970000 sec): 3 clusters
  Score: Raw -789920.266242 + Penalty 2889.875346 = -787030.390896
  nChanged 189
		SP:Iteration 13Q (41403.200000 sec): 3 clusters
  Score: Raw -790026.767813 + Penalty 2889.875346 = -787136.892468
  nChanged 179
		SP:Iteration 14Q (41403.390000 sec): 3 clusters
  Score: Raw -790122.487607 + Penalty 2889.875346 = -787232.612262
  nChanged 149
		SP:Iteration 15Q (41403.590000 sec): 3 clusters
  Score: Raw -790194.297013 + Penalty 2889.875346 = -787304.421668
  nChanged 121
		SP:Iteration 16Q (41403.800000 sec): 3 clusters
  Score: Raw -790244.895603 + Penalty 2889.875346 = -787355.020258
  nChanged 107
		SP:Iteration 17Q (41404.000000 sec): 3 clusters
  Score: Raw -790291.219305 + Penalty 2889.875346 = -787401.343959
  nChanged 83
		SP:Iteration 18Q (41404.230000 sec): 3 clusters
  Score: Raw -790328.087533 + Penalty 2889.875346 = -787438.212188
  nChanged 65
		SP:Iteration 19Q (41404.410000 sec): 3 clusters
  Score: Raw -790352.769765 + Penalty 2889.875346 = -787462.894419
  nChanged 56
		SP:Iteration 20F (41404.640000 sec): 3 clusters
  Score: Raw -790374.318304 + Penalty 2889.875346 = -787484.442959
  nChanged 50
		SP:Iteration 21Q (41404.840000 sec): 3 clusters
  Score: Raw -790389.189093 + Penalty 2889.875346 = -787499.313747
  nChanged 51
		SP:Iteration 22Q (41405.010000 sec): 3 clusters
  Score: Raw -790402.093770 + Penalty 2889.875346 = -787512.218424
  nChanged 32
		SP:Iteration 23Q (41405.230000 sec): 3 clusters
  Score: Raw -790408.803906 + Penalty 2889.875346 = -787518.928560
  nChanged 29
		SP:Iteration 24Q (41405.430000 sec): 3 clusters
  Score: Raw -790414.127342 + Penalty 2889.875346 = -787524.251996
  nChanged 25
		SP:Iteration 25Q (41405.610000 sec): 3 clusters
  Score: Raw -790419.213904 + Penalty 2889.875346 = -787529.338558
  nChanged 25
		SP:Iteration 26Q (41405.850000 sec): 3 clusters
  Score: Raw -790423.078075 + Penalty 2889.875346 = -787533.202730
  nChanged 22
		SP:Iteration 27Q (41406.040000 sec): 3 clusters
  Score: Raw -790427.995709 + Penalty 2889.875346 = -787538.120363
  nChanged 23
		SP:Iteration 28Q (41406.280000 sec): 3 clusters
  Score: Raw -790433.348995 + Penalty 2889.875346 = -787543.473649
  nChanged 21
		SP:Iteration 29Q (41406.510000 sec): 3 clusters
  Score: Raw -790437.781102 + Penalty 2889.875346 = -787547.905757
  nChanged 18
		SP:Iteration 30Q (41406.730000 sec): 3 clusters
  Score: Raw -790440.641357 + Penalty 2889.875346 = -787550.766011
  nChanged 8
		SP:Iteration 31Q (41406.960000 sec): 3 clusters
  Score: Raw -790441.701075 + Penalty 2889.875346 = -787551.825730
  nChanged 5
		SP:Iteration 32Q (41407.140000 sec): 3 clusters
  Score: Raw -790442.422301 + Penalty 2889.875346 = -787552.546955
  nChanged 6
		SP:Iteration 33Q (41407.350000 sec): 3 clusters
  Score: Raw -790443.059853 + Penalty 2889.875346 = -787553.184507
  nChanged 8
		SP:Iteration 34Q (41407.600000 sec): 3 clusters
  Score: Raw -790443.992037 + Penalty 2889.875346 = -787554.116692
  nChanged 8
		SP:Iteration 35Q (41407.850000 sec): 3 clusters
  Score: Raw -790444.917067 + Penalty 2889.875346 = -787555.041722
  nChanged 6
		SP:Iteration 36Q (41408.050000 sec): 3 clusters
  Score: Raw -790445.654825 + Penalty 2889.875346 = -787555.779480
  nChanged 5
		SP:Iteration 37Q (41408.340000 sec): 3 clusters
  Score: Raw -790446.604821 + Penalty 2889.875346 = -787556.729475
  nChanged 5
		SP:Iteration 38Q (41408.530000 sec): 3 clusters
  Score: Raw -790447.132207 + Penalty 2889.875346 = -787557.256862
  nChanged 2
		SP:Iteration 39Q (41408.780000 sec): 3 clusters
  Score: Raw -790447.332403 + Penalty 2889.875346 = -787557.457058
  nChanged 2
		SP:Iteration 40F (41409.020000 sec): 3 clusters
  Score: Raw -790447.509551 + Penalty 2889.875346 = -787557.634206
  nChanged 1
		SP:Iteration 41Q (41409.210000 sec): 3 clusters
  Score: Raw -790447.594929 + Penalty 2889.875346 = -787557.719583
  nChanged 0
		SP:Iteration 42F (41409.450000 sec): 3 clusters
  Score: Raw -790447.594929 + Penalty 2889.875346 = -787557.719583
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 9 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41409.550000 sec): 2 clusters
  Score: Raw -11128.830052 + Penalty 783.295754 = -10345.534297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41409.690000 sec): 3 clusters
  Score: Raw -11429.583239 + Penalty 1566.591509 = -9862.991730
  nChanged 7
		SP:Iteration 1F (41409.840000 sec): 3 clusters
  Score: Raw -11447.469643 + Penalty 1566.591509 = -9880.878134
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 10 (54818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41410.200000 sec): 2 clusters
  Score: Raw -5808702.692208 + Penalty 1773.163257 = -5806929.528952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41410.640000 sec): 3 clusters
  Score: Raw -5773620.074953 + Penalty 3546.326513 = -5770073.748440
  nChanged 25939
		SP:Iteration 1F (41411.100000 sec): 3 clusters
  Score: Raw -5789275.632102 + Penalty 3546.326513 = -5785729.305589
  nChanged 3047
		SP:Iteration 2F (41411.500000 sec): 3 clusters
  Score: Raw -5790708.130481 + Penalty 3546.326513 = -5787161.803968
  nChanged 3339
		SP:Iteration 3F (41411.900000 sec): 3 clusters
  Score: Raw -5792517.820171 + Penalty 3546.326513 = -5788971.493658
  nChanged 3502
		SP:Iteration 4F (41412.270000 sec): 3 clusters
  Score: Raw -5794513.618140 + Penalty 3546.326513 = -5790967.291627
  nChanged 3431
		SP:Iteration 5F (41412.690000 sec): 3 clusters
  Score: Raw -5796548.179306 + Penalty 3546.326513 = -5793001.852793
  nChanged 3204
		SP:Iteration 6F (41413.100000 sec): 3 clusters
  Score: Raw -5798548.804997 + Penalty 3546.326513 = -5795002.478484
  nChanged 2830
		SP:Iteration 7F (41413.520000 sec): 3 clusters
  Score: Raw -5800480.614988 + Penalty 3546.326513 = -5796934.288475
  nChanged 2416
		SP:Iteration 8Q (41413.920000 sec): 3 clusters
  Score: Raw -5802252.173828 + Penalty 3546.326513 = -5798705.847315
  nChanged 2075
		SP:Iteration 9Q (41414.300000 sec): 3 clusters
  Score: Raw -5803797.268080 + Penalty 3546.326513 = -5800250.941567
  nChanged 1737
		SP:Iteration 10Q (41414.700000 sec): 3 clusters
  Score: Raw -5804959.266985 + Penalty 3546.326513 = -5801412.940472
  nChanged 1367
		SP:Iteration 11Q (41415.140000 sec): 3 clusters
  Score: Raw -5805775.244258 + Penalty 3546.326513 = -5802228.917745
  nChanged 1110
		SP:Iteration 12Q (41415.510000 sec): 3 clusters
  Score: Raw -5806379.235031 + Penalty 3546.326513 = -5802832.908518
  nChanged 964
		SP:Iteration 13Q (41415.930000 sec): 3 clusters
  Score: Raw -5806842.102411 + Penalty 3546.326513 = -5803295.775898
  nChanged 867
		SP:Iteration 14Q (41416.420000 sec): 3 clusters
  Score: Raw -5807242.427369 + Penalty 3546.326513 = -5803696.100856
  nChanged 781
		SP:Iteration 15Q (41416.810000 sec): 3 clusters
  Score: Raw -5807627.527558 + Penalty 3546.326513 = -5804081.201045
  nChanged 673
		SP:Iteration 16Q (41417.260000 sec): 3 clusters
  Score: Raw -5807951.533750 + Penalty 3546.326513 = -5804405.207237
  nChanged 608
		SP:Iteration 17Q (41417.670000 sec): 3 clusters
  Score: Raw -5808243.283823 + Penalty 3546.326513 = -5804696.957310
  nChanged 521
		SP:Iteration 18Q (41418.180000 sec): 3 clusters
  Score: Raw -5808492.263611 + Penalty 3546.326513 = -5804945.937098
  nChanged 453
		SP:Iteration 19Q (41418.640000 sec): 3 clusters
  Score: Raw -5808702.132817 + Penalty 3546.326513 = -5805155.806304
  nChanged 338
		SP:Iteration 20F (41419.090000 sec): 3 clusters
  Score: Raw -5808860.672143 + Penalty 3546.326513 = -5805314.345630
  nChanged 297
		SP:Iteration 21Q (41419.550000 sec): 3 clusters
  Score: Raw -5808980.602694 + Penalty 3546.326513 = -5805434.276181
  nChanged 228
		SP:Iteration 22Q (41419.950000 sec): 3 clusters
  Score: Raw -5809072.268012 + Penalty 3546.326513 = -5805525.941499
  nChanged 195
		SP:Iteration 23Q (41420.410000 sec): 3 clusters
  Score: Raw -5809150.515060 + Penalty 3546.326513 = -5805604.188547
  nChanged 152
		SP:Iteration 24Q (41420.810000 sec): 3 clusters
  Score: Raw -5809207.965685 + Penalty 3546.326513 = -5805661.639172
  nChanged 158
		SP:Iteration 25Q (41421.240000 sec): 3 clusters
  Score: Raw -5809262.217984 + Penalty 3546.326513 = -5805715.891471
  nChanged 147
		SP:Iteration 26Q (41421.640000 sec): 3 clusters
  Score: Raw -5809315.977688 + Penalty 3546.326513 = -5805769.651175
  nChanged 130
		SP:Iteration 27Q (41422.030000 sec): 3 clusters
  Score: Raw -5809367.287857 + Penalty 3546.326513 = -5805820.961344
  nChanged 112
		SP:Iteration 28Q (41422.420000 sec): 3 clusters
  Score: Raw -5809414.954882 + Penalty 3546.326513 = -5805868.628369
  nChanged 106
		SP:Iteration 29Q (41422.820000 sec): 3 clusters
  Score: Raw -5809457.374082 + Penalty 3546.326513 = -5805911.047569
  nChanged 91
		SP:Iteration 30Q (41423.270000 sec): 3 clusters
  Score: Raw -5809497.516203 + Penalty 3546.326513 = -5805951.189690
  nChanged 93
		SP:Iteration 31Q (41423.670000 sec): 3 clusters
  Score: Raw -5809540.124631 + Penalty 3546.326513 = -5805993.798118
  nChanged 101
		SP:Iteration 32Q (41424.070000 sec): 3 clusters
  Score: Raw -5809577.542942 + Penalty 3546.326513 = -5806031.216429
  nChanged 77
		SP:Iteration 33Q (41424.430000 sec): 3 clusters
  Score: Raw -5809606.076313 + Penalty 3546.326513 = -5806059.749800
  nChanged 76
		SP:Iteration 34Q (41424.840000 sec): 3 clusters
  Score: Raw -5809638.040338 + Penalty 3546.326513 = -5806091.713825
  nChanged 69
		SP:Iteration 35Q (41425.280000 sec): 3 clusters
  Score: Raw -5809661.561578 + Penalty 3546.326513 = -5806115.235065
  nChanged 45
		SP:Iteration 36Q (41425.690000 sec): 3 clusters
  Score: Raw -5809675.204281 + Penalty 3546.326513 = -5806128.877768
  nChanged 40
		SP:Iteration 37Q (41426.170000 sec): 3 clusters
  Score: Raw -5809684.893199 + Penalty 3546.326513 = -5806138.566686
  nChanged 26
		SP:Iteration 38Q (41426.600000 sec): 3 clusters
  Score: Raw -5809691.998033 + Penalty 3546.326513 = -5806145.671520
  nChanged 25
		SP:Iteration 39Q (41427.000000 sec): 3 clusters
  Score: Raw -5809697.285066 + Penalty 3546.326513 = -5806150.958553
  nChanged 21
		SP:Iteration 40F (41427.430000 sec): 3 clusters
  Score: Raw -5809701.451902 + Penalty 3546.326513 = -5806155.125389
  nChanged 15
		SP:Iteration 41Q (41427.840000 sec): 3 clusters
  Score: Raw -5809704.680291 + Penalty 3546.326513 = -5806158.353778
  nChanged 12
		SP:Iteration 42Q (41428.240000 sec): 3 clusters
  Score: Raw -5809707.153957 + Penalty 3546.326513 = -5806160.827444
  nChanged 12
		SP:Iteration 43Q (41428.660000 sec): 3 clusters
  Score: Raw -5809710.072204 + Penalty 3546.326513 = -5806163.745691
  nChanged 7
		SP:Iteration 44Q (41429.050000 sec): 3 clusters
  Score: Raw -5809711.643594 + Penalty 3546.326513 = -5806165.317081
  nChanged 5
		SP:Iteration 45Q (41429.440000 sec): 3 clusters
  Score: Raw -5809712.770572 + Penalty 3546.326513 = -5806166.444059
  nChanged 5
		SP:Iteration 46Q (41429.900000 sec): 3 clusters
  Score: Raw -5809713.563079 + Penalty 3546.326513 = -5806167.236566
  nChanged 1
		SP:Iteration 47Q (41430.340000 sec): 3 clusters
  Score: Raw -5809713.708534 + Penalty 3546.326513 = -5806167.382021
  nChanged 0
		SP:Iteration 48F (41430.750000 sec): 3 clusters
  Score: Raw -5809713.708534 + Penalty 3546.326513 = -5806167.382021
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 11 (9489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41430.930000 sec): 2 clusters
  Score: Raw -1038997.475885 + Penalty 1488.156883 = -1037509.319001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41431.120000 sec): 3 clusters
  Score: Raw -1033730.680679 + Penalty 2976.313766 = -1030754.366913
  nChanged 4015
		SP:Iteration 1F (41431.320000 sec): 3 clusters
  Score: Raw -1035918.420380 + Penalty 2976.313766 = -1032942.106613
  nChanged 644
		SP:Iteration 2F (41431.590000 sec): 3 clusters
  Score: Raw -1036243.193702 + Penalty 2976.313766 = -1033266.879936
  nChanged 518
		SP:Iteration 3F (41431.780000 sec): 3 clusters
  Score: Raw -1036520.212344 + Penalty 2976.313766 = -1033543.898578
  nChanged 492
		SP:Iteration 4F (41432.040000 sec): 3 clusters
  Score: Raw -1036807.768876 + Penalty 2976.313766 = -1033831.455109
  nChanged 460
		SP:Iteration 5Q (41432.260000 sec): 3 clusters
  Score: Raw -1037067.300882 + Penalty 2976.313766 = -1034090.987116
  nChanged 434
		SP:Iteration 6Q (41432.500000 sec): 3 clusters
  Score: Raw -1037290.981735 + Penalty 2976.313766 = -1034314.667969
  nChanged 412
		SP:Iteration 7Q (41432.760000 sec): 3 clusters
  Score: Raw -1037509.046180 + Penalty 2976.313766 = -1034532.732413
  nChanged 384
		SP:Iteration 8Q (41432.980000 sec): 3 clusters
  Score: Raw -1037706.801803 + Penalty 2976.313766 = -1034730.488037
  nChanged 368
		SP:Iteration 9Q (41433.240000 sec): 3 clusters
  Score: Raw -1037910.181171 + Penalty 2976.313766 = -1034933.867405
  nChanged 340
		SP:Iteration 10Q (41433.460000 sec): 3 clusters
  Score: Raw -1038086.215589 + Penalty 2976.313766 = -1035109.901823
  nChanged 295
		SP:Iteration 11Q (41433.700000 sec): 3 clusters
  Score: Raw -1038225.308064 + Penalty 2976.313766 = -1035248.994298
  nChanged 243
		SP:Iteration 12Q (41433.900000 sec): 3 clusters
  Score: Raw -1038329.420076 + Penalty 2976.313766 = -1035353.106309
  nChanged 198
		SP:Iteration 13Q (41434.170000 sec): 3 clusters
  Score: Raw -1038403.516992 + Penalty 2976.313766 = -1035427.203225
  nChanged 165
		SP:Iteration 14Q (41434.380000 sec): 3 clusters
  Score: Raw -1038464.306428 + Penalty 2976.313766 = -1035487.992662
  nChanged 152
		SP:Iteration 15Q (41434.630000 sec): 3 clusters
  Score: Raw -1038512.878422 + Penalty 2976.313766 = -1035536.564655
  nChanged 139
		SP:Iteration 16Q (41434.830000 sec): 3 clusters
  Score: Raw -1038557.128579 + Penalty 2976.313766 = -1035580.814813
  nChanged 123
		SP:Iteration 17Q (41435.090000 sec): 3 clusters
  Score: Raw -1038606.219736 + Penalty 2976.313766 = -1035629.905970
  nChanged 123
		SP:Iteration 18Q (41435.300000 sec): 3 clusters
  Score: Raw -1038652.609622 + Penalty 2976.313766 = -1035676.295856
  nChanged 123
		SP:Iteration 19Q (41435.620000 sec): 3 clusters
  Score: Raw -1038692.298742 + Penalty 2976.313766 = -1035715.984976
  nChanged 122
		SP:Iteration 20F (41435.860000 sec): 3 clusters
  Score: Raw -1038735.670683 + Penalty 2976.313766 = -1035759.356916
  nChanged 115
		SP:Iteration 21Q (41436.030000 sec): 3 clusters
  Score: Raw -1038775.760996 + Penalty 2976.313766 = -1035799.447230
  nChanged 109
		SP:Iteration 22Q (41436.280000 sec): 3 clusters
  Score: Raw -1038814.748392 + Penalty 2976.313766 = -1035838.434626
  nChanged 99
		SP:Iteration 23Q (41436.510000 sec): 3 clusters
  Score: Raw -1038845.132162 + Penalty 2976.313766 = -1035868.818395
  nChanged 91
		SP:Iteration 24Q (41436.780000 sec): 3 clusters
  Score: Raw -1038871.153117 + Penalty 2976.313766 = -1035894.839350
  nChanged 80
		SP:Iteration 25Q (41437.040000 sec): 3 clusters
  Score: Raw -1038896.954749 + Penalty 2976.313766 = -1035920.640983
  nChanged 72
		SP:Iteration 26Q (41437.280000 sec): 3 clusters
  Score: Raw -1038914.871377 + Penalty 2976.313766 = -1035938.557610
  nChanged 67
		SP:Iteration 27Q (41437.470000 sec): 3 clusters
  Score: Raw -1038932.110136 + Penalty 2976.313766 = -1035955.796370
  nChanged 56
		SP:Iteration 28Q (41437.700000 sec): 3 clusters
  Score: Raw -1038945.272274 + Penalty 2976.313766 = -1035968.958508
  nChanged 50
		SP:Iteration 29Q (41437.940000 sec): 3 clusters
  Score: Raw -1038956.138974 + Penalty 2976.313766 = -1035979.825208
  nChanged 47
		SP:Iteration 30Q (41438.230000 sec): 3 clusters
  Score: Raw -1038966.040386 + Penalty 2976.313766 = -1035989.726620
  nChanged 55
		SP:Iteration 31Q (41438.470000 sec): 3 clusters
  Score: Raw -1038980.343895 + Penalty 2976.313766 = -1036004.030129
  nChanged 60
		SP:Iteration 32Q (41438.700000 sec): 3 clusters
  Score: Raw -1038994.730108 + Penalty 2976.313766 = -1036018.416341
  nChanged 48
		SP:Iteration 33Q (41438.940000 sec): 3 clusters
  Score: Raw -1039007.649071 + Penalty 2976.313766 = -1036031.335305
  nChanged 56
		SP:Iteration 34Q (41439.200000 sec): 3 clusters
  Score: Raw -1039023.465564 + Penalty 2976.313766 = -1036047.151798
  nChanged 60
		SP:Iteration 35Q (41439.410000 sec): 3 clusters
  Score: Raw -1039041.884442 + Penalty 2976.313766 = -1036065.570676
  nChanged 63
		SP:Iteration 36Q (41439.680000 sec): 3 clusters
  Score: Raw -1039062.430950 + Penalty 2976.313766 = -1036086.117184
  nChanged 65
		SP:Iteration 37Q (41439.920000 sec): 3 clusters
  Score: Raw -1039081.022108 + Penalty 2976.313766 = -1036104.708342
  nChanged 58
		SP:Iteration 38Q (41440.100000 sec): 3 clusters
  Score: Raw -1039095.194135 + Penalty 2976.313766 = -1036118.880368
  nChanged 50
		SP:Iteration 39Q (41440.340000 sec): 3 clusters
  Score: Raw -1039108.186113 + Penalty 2976.313766 = -1036131.872346
  nChanged 53
		SP:Iteration 40F (41440.590000 sec): 3 clusters
  Score: Raw -1039123.338574 + Penalty 2976.313766 = -1036147.024807
  nChanged 64
		SP:Iteration 41Q (41440.800000 sec): 3 clusters
  Score: Raw -1039140.616238 + Penalty 2976.313766 = -1036164.302472
  nChanged 53
		SP:Iteration 42Q (41441.040000 sec): 3 clusters
  Score: Raw -1039156.246495 + Penalty 2976.313766 = -1036179.932729
  nChanged 60
		SP:Iteration 43Q (41441.240000 sec): 3 clusters
  Score: Raw -1039173.996021 + Penalty 2976.313766 = -1036197.682254
  nChanged 57
		SP:Iteration 44Q (41441.510000 sec): 3 clusters
  Score: Raw -1039191.472405 + Penalty 2976.313766 = -1036215.158639
  nChanged 65
		SP:Iteration 45Q (41441.720000 sec): 3 clusters
  Score: Raw -1039213.787735 + Penalty 2976.313766 = -1036237.473968
  nChanged 60
		SP:Iteration 46Q (41441.930000 sec): 3 clusters
  Score: Raw -1039230.801565 + Penalty 2976.313766 = -1036254.487798
  nChanged 50
		SP:Iteration 47Q (41442.160000 sec): 3 clusters
  Score: Raw -1039243.907924 + Penalty 2976.313766 = -1036267.594157
  nChanged 33
		SP:Iteration 48Q (41442.380000 sec): 3 clusters
  Score: Raw -1039253.921108 + Penalty 2976.313766 = -1036277.607341
  nChanged 43
		SP:Iteration 49Q (41442.590000 sec): 3 clusters
  Score: Raw -1039263.717543 + Penalty 2976.313766 = -1036287.403776
  nChanged 31
		SP:Iteration 50Q (41442.820000 sec): 3 clusters
  Score: Raw -1039271.643960 + Penalty 2976.313766 = -1036295.330194
  nChanged 29
		SP:Iteration 51Q (41443.030000 sec): 3 clusters
  Score: Raw -1039277.672549 + Penalty 2976.313766 = -1036301.358783
  nChanged 23
		SP:Iteration 52Q (41443.240000 sec): 3 clusters
  Score: Raw -1039283.188803 + Penalty 2976.313766 = -1036306.875037
  nChanged 20
		SP:Iteration 53Q (41443.440000 sec): 3 clusters
  Score: Raw -1039286.958174 + Penalty 2976.313766 = -1036310.644408
  nChanged 22
		SP:Iteration 54Q (41443.630000 sec): 3 clusters
  Score: Raw -1039290.625018 + Penalty 2976.313766 = -1036314.311252
  nChanged 20
		SP:Iteration 55Q (41443.850000 sec): 3 clusters
  Score: Raw -1039292.819757 + Penalty 2976.313766 = -1036316.505990
  nChanged 13
		SP:Iteration 56Q (41444.160000 sec): 3 clusters
  Score: Raw -1039294.826323 + Penalty 2976.313766 = -1036318.512557
  nChanged 7
		SP:Iteration 57Q (41444.390000 sec): 3 clusters
  Score: Raw -1039296.110741 + Penalty 2976.313766 = -1036319.796974
  nChanged 8
		SP:Iteration 58Q (41444.590000 sec): 3 clusters
  Score: Raw -1039297.350451 + Penalty 2976.313766 = -1036321.036685
  nChanged 15
		SP:Iteration 59Q (41444.860000 sec): 3 clusters
  Score: Raw -1039300.068722 + Penalty 2976.313766 = -1036323.754955
  nChanged 13
		SP:Iteration 60F (41445.080000 sec): 3 clusters
  Score: Raw -1039301.971528 + Penalty 2976.313766 = -1036325.657761
  nChanged 11
		SP:Iteration 61Q (41445.310000 sec): 3 clusters
  Score: Raw -1039303.639420 + Penalty 2976.313766 = -1036327.325653
  nChanged 13
		SP:Iteration 62Q (41445.530000 sec): 3 clusters
  Score: Raw -1039305.917312 + Penalty 2976.313766 = -1036329.603545
  nChanged 16
		SP:Iteration 63Q (41445.750000 sec): 3 clusters
  Score: Raw -1039308.524508 + Penalty 2976.313766 = -1036332.210741
  nChanged 22
		SP:Iteration 64Q (41446.000000 sec): 3 clusters
  Score: Raw -1039312.939941 + Penalty 2976.313766 = -1036336.626175
  nChanged 24
		SP:Iteration 65Q (41446.210000 sec): 3 clusters
  Score: Raw -1039316.194282 + Penalty 2976.313766 = -1036339.880516
  nChanged 14
		SP:Iteration 66Q (41446.400000 sec): 3 clusters
  Score: Raw -1039318.252978 + Penalty 2976.313766 = -1036341.939212
  nChanged 13
		SP:Iteration 67Q (41446.680000 sec): 3 clusters
  Score: Raw -1039320.140520 + Penalty 2976.313766 = -1036343.826753
  nChanged 10
		SP:Iteration 68Q (41446.910000 sec): 3 clusters
  Score: Raw -1039322.287226 + Penalty 2976.313766 = -1036345.973460
  nChanged 12
		SP:Iteration 69Q (41447.120000 sec): 3 clusters
  Score: Raw -1039324.036060 + Penalty 2976.313766 = -1036347.722294
  nChanged 10
		SP:Iteration 70Q (41447.370000 sec): 3 clusters
  Score: Raw -1039325.933512 + Penalty 2976.313766 = -1036349.619745
  nChanged 16
		SP:Iteration 71Q (41447.670000 sec): 3 clusters
  Score: Raw -1039329.609861 + Penalty 2976.313766 = -1036353.296094
  nChanged 22
		SP:Iteration 72Q (41447.910000 sec): 3 clusters
  Score: Raw -1039335.202896 + Penalty 2976.313766 = -1036358.889130
  nChanged 24
		SP:Iteration 73Q (41448.140000 sec): 3 clusters
  Score: Raw -1039340.944851 + Penalty 2976.313766 = -1036364.631085
  nChanged 21
		SP:Iteration 74Q (41448.380000 sec): 3 clusters
  Score: Raw -1039345.483010 + Penalty 2976.313766 = -1036369.169243
  nChanged 21
		SP:Iteration 75Q (41448.550000 sec): 3 clusters
  Score: Raw -1039349.848772 + Penalty 2976.313766 = -1036373.535005
  nChanged 19
		SP:Iteration 76Q (41448.800000 sec): 3 clusters
  Score: Raw -1039354.906093 + Penalty 2976.313766 = -1036378.592326
  nChanged 25
		SP:Iteration 77Q (41449.050000 sec): 3 clusters
  Score: Raw -1039360.875535 + Penalty 2976.313766 = -1036384.561769
  nChanged 20
		SP:Iteration 78Q (41449.300000 sec): 3 clusters
  Score: Raw -1039367.706627 + Penalty 2976.313766 = -1036391.392860
  nChanged 29
		SP:Iteration 79Q (41449.550000 sec): 3 clusters
  Score: Raw -1039375.002601 + Penalty 2976.313766 = -1036398.688835
  nChanged 23
		SP:Iteration 80F (41449.770000 sec): 3 clusters
  Score: Raw -1039380.098671 + Penalty 2976.313766 = -1036403.784905
  nChanged 21
		SP:Iteration 81Q (41449.970000 sec): 3 clusters
  Score: Raw -1039383.724209 + Penalty 2976.313766 = -1036407.410443
  nChanged 9
		SP:Iteration 82Q (41450.210000 sec): 3 clusters
  Score: Raw -1039386.237621 + Penalty 2976.313766 = -1036409.923854
  nChanged 7
		SP:Iteration 83Q (41450.450000 sec): 3 clusters
  Score: Raw -1039387.313244 + Penalty 2976.313766 = -1036410.999478
  nChanged 10
		SP:Iteration 84Q (41450.650000 sec): 3 clusters
  Score: Raw -1039389.946703 + Penalty 2976.313766 = -1036413.632937
  nChanged 17
		SP:Iteration 85Q (41450.870000 sec): 3 clusters
  Score: Raw -1039394.155673 + Penalty 2976.313766 = -1036417.841906
  nChanged 13
		SP:Iteration 86Q (41451.080000 sec): 3 clusters
  Score: Raw -1039397.372927 + Penalty 2976.313766 = -1036421.059161
  nChanged 9
		SP:Iteration 87Q (41451.280000 sec): 3 clusters
  Score: Raw -1039398.953870 + Penalty 2976.313766 = -1036422.640104
  nChanged 8
		SP:Iteration 88Q (41451.470000 sec): 3 clusters
  Score: Raw -1039401.018621 + Penalty 2976.313766 = -1036424.704855
  nChanged 15
		SP:Iteration 89Q (41451.720000 sec): 3 clusters
  Score: Raw -1039404.078751 + Penalty 2976.313766 = -1036427.764984
  nChanged 11
		SP:Iteration 90Q (41451.980000 sec): 3 clusters
  Score: Raw -1039407.184532 + Penalty 2976.313766 = -1036430.870766
  nChanged 8
		SP:Iteration 91Q (41452.210000 sec): 3 clusters
  Score: Raw -1039408.720403 + Penalty 2976.313766 = -1036432.406637
  nChanged 12
		SP:Iteration 92Q (41452.390000 sec): 3 clusters
  Score: Raw -1039411.700114 + Penalty 2976.313766 = -1036435.386348
  nChanged 19
		SP:Iteration 93Q (41452.650000 sec): 3 clusters
  Score: Raw -1039415.084065 + Penalty 2976.313766 = -1036438.770299
  nChanged 17
		SP:Iteration 94Q (41452.860000 sec): 3 clusters
  Score: Raw -1039417.693448 + Penalty 2976.313766 = -1036441.379682
  nChanged 15
		SP:Iteration 95Q (41453.070000 sec): 3 clusters
  Score: Raw -1039421.418784 + Penalty 2976.313766 = -1036445.105018
  nChanged 23
		SP:Iteration 96Q (41453.280000 sec): 3 clusters
  Score: Raw -1039426.285428 + Penalty 2976.313766 = -1036449.971662
  nChanged 16
		SP:Iteration 97Q (41453.490000 sec): 3 clusters
  Score: Raw -1039429.479913 + Penalty 2976.313766 = -1036453.166146
  nChanged 13
		SP:Iteration 98Q (41453.710000 sec): 3 clusters
  Score: Raw -1039431.561725 + Penalty 2976.313766 = -1036455.247959
  nChanged 13
		SP:Iteration 99Q (41453.930000 sec): 3 clusters
  Score: Raw -1039433.713097 + Penalty 2976.313766 = -1036457.399330
  nChanged 12
		SP:Iteration 100F (41454.130000 sec): 3 clusters
  Score: Raw -1039436.419754 + Penalty 2976.313766 = -1036460.105988
  nChanged 13
		SP:Iteration 101Q (41454.310000 sec): 3 clusters
  Score: Raw -1039440.187481 + Penalty 2976.313766 = -1036463.873715
  nChanged 18
		SP:Iteration 102Q (41454.530000 sec): 3 clusters
  Score: Raw -1039444.025649 + Penalty 2976.313766 = -1036467.711882
  nChanged 21
		SP:Iteration 103Q (41454.730000 sec): 3 clusters
  Score: Raw -1039448.819467 + Penalty 2976.313766 = -1036472.505701
  nChanged 12
		SP:Iteration 104Q (41454.960000 sec): 3 clusters
  Score: Raw -1039451.737630 + Penalty 2976.313766 = -1036475.423864
  nChanged 10
		SP:Iteration 105Q (41455.140000 sec): 3 clusters
  Score: Raw -1039453.311214 + Penalty 2976.313766 = -1036476.997447
  nChanged 9
		SP:Iteration 106Q (41455.360000 sec): 3 clusters
  Score: Raw -1039455.036258 + Penalty 2976.313766 = -1036478.722492
  nChanged 5
		SP:Iteration 107Q (41455.580000 sec): 3 clusters
  Score: Raw -1039456.137136 + Penalty 2976.313766 = -1036479.823370
  nChanged 9
		SP:Iteration 108Q (41455.760000 sec): 3 clusters
  Score: Raw -1039457.870977 + Penalty 2976.313766 = -1036481.557210
  nChanged 9
		SP:Iteration 109Q (41455.940000 sec): 3 clusters
  Score: Raw -1039459.521331 + Penalty 2976.313766 = -1036483.207564
  nChanged 11
		SP:Iteration 110Q (41456.140000 sec): 3 clusters
  Score: Raw -1039461.300903 + Penalty 2976.313766 = -1036484.987136
  nChanged 9
		SP:Iteration 111Q (41456.350000 sec): 3 clusters
  Score: Raw -1039462.897567 + Penalty 2976.313766 = -1036486.583801
  nChanged 6
		SP:Iteration 112Q (41456.540000 sec): 3 clusters
  Score: Raw -1039463.952826 + Penalty 2976.313766 = -1036487.639059
  nChanged 5
		SP:Iteration 113Q (41456.730000 sec): 3 clusters
  Score: Raw -1039464.849132 + Penalty 2976.313766 = -1036488.535366
  nChanged 4
		SP:Iteration 114Q (41456.910000 sec): 3 clusters
  Score: Raw -1039465.422740 + Penalty 2976.313766 = -1036489.108974
  nChanged 1
		SP:Iteration 115Q (41457.190000 sec): 3 clusters
  Score: Raw -1039465.527016 + Penalty 2976.313766 = -1036489.213250
  nChanged 2
		SP:Iteration 116Q (41457.430000 sec): 3 clusters
  Score: Raw -1039465.686135 + Penalty 2976.313766 = -1036489.372368
  nChanged 2
		SP:Iteration 117Q (41457.610000 sec): 3 clusters
  Score: Raw -1039466.025907 + Penalty 2976.313766 = -1036489.712140
  nChanged 1
		SP:Iteration 118Q (41457.860000 sec): 3 clusters
  Score: Raw -1039466.073185 + Penalty 2976.313766 = -1036489.759418
  nChanged 0
		SP:Iteration 119F (41458.130000 sec): 3 clusters
  Score: Raw -1039466.073185 + Penalty 2976.313766 = -1036489.759418
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 12 (8194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41458.230000 sec): 2 clusters
  Score: Raw -948810.699838 + Penalty 1464.313087 = -947346.386752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41458.490000 sec): 3 clusters
  Score: Raw -944236.236273 + Penalty 2928.626174 = -941307.610099
  nChanged 3446
		SP:Iteration 1F (41458.730000 sec): 3 clusters
  Score: Raw -946148.049072 + Penalty 2928.626174 = -943219.422898
  nChanged 499
		SP:Iteration 2F (41458.910000 sec): 3 clusters
  Score: Raw -946389.833472 + Penalty 2928.626174 = -943461.207299
  nChanged 442
		SP:Iteration 3F (41459.190000 sec): 3 clusters
  Score: Raw -946628.240381 + Penalty 2928.626174 = -943699.614207
  nChanged 407
		SP:Iteration 4Q (41459.380000 sec): 3 clusters
  Score: Raw -946861.665929 + Penalty 2928.626174 = -943933.039755
  nChanged 380
		SP:Iteration 5Q (41459.550000 sec): 3 clusters
  Score: Raw -947089.645730 + Penalty 2928.626174 = -944161.019556
  nChanged 396
		SP:Iteration 6Q (41459.800000 sec): 3 clusters
  Score: Raw -947335.585312 + Penalty 2928.626174 = -944406.959138
  nChanged 395
		SP:Iteration 7Q (41460.050000 sec): 3 clusters
  Score: Raw -947578.039935 + Penalty 2928.626174 = -944649.413761
  nChanged 379
		SP:Iteration 8Q (41460.270000 sec): 3 clusters
  Score: Raw -947833.859401 + Penalty 2928.626174 = -944905.233227
  nChanged 375
		SP:Iteration 9Q (41460.480000 sec): 3 clusters
  Score: Raw -948091.994535 + Penalty 2928.626174 = -945163.368361
  nChanged 322
		SP:Iteration 10Q (41460.720000 sec): 3 clusters
  Score: Raw -948311.589959 + Penalty 2928.626174 = -945382.963786
  nChanged 290
		SP:Iteration 11Q (41460.970000 sec): 3 clusters
  Score: Raw -948523.811821 + Penalty 2928.626174 = -945595.185647
  nChanged 246
		SP:Iteration 12Q (41461.190000 sec): 3 clusters
  Score: Raw -948727.264585 + Penalty 2928.626174 = -945798.638411
  nChanged 195
		SP:Iteration 13Q (41461.460000 sec): 3 clusters
  Score: Raw -948890.892584 + Penalty 2928.626174 = -945962.266410
  nChanged 154
		SP:Iteration 14Q (41461.690000 sec): 3 clusters
  Score: Raw -949062.719444 + Penalty 2928.626174 = -946134.093270
  nChanged 129
		SP:Iteration 15Q (41461.930000 sec): 3 clusters
  Score: Raw -949197.369749 + Penalty 2928.626174 = -946268.743576
  nChanged 91
		SP:Iteration 16Q (41462.110000 sec): 3 clusters
  Score: Raw -949283.447701 + Penalty 2928.626174 = -946354.821527
  nChanged 69
		SP:Iteration 17Q (41462.310000 sec): 3 clusters
  Score: Raw -949329.259239 + Penalty 2928.626174 = -946400.633065
  nChanged 49
		SP:Iteration 18Q (41462.540000 sec): 3 clusters
  Score: Raw -949354.769024 + Penalty 2928.626174 = -946426.142850
  nChanged 27
		SP:Iteration 19Q (41462.730000 sec): 3 clusters
  Score: Raw -949367.889353 + Penalty 2928.626174 = -946439.263179
  nChanged 18
		SP:Iteration 20F (41462.920000 sec): 3 clusters
  Score: Raw -949375.375171 + Penalty 2928.626174 = -946446.748997
  nChanged 11
		SP:Iteration 21Q (41463.150000 sec): 3 clusters
  Score: Raw -949380.698546 + Penalty 2928.626174 = -946452.072372
  nChanged 10
		SP:Iteration 22Q (41463.350000 sec): 3 clusters
  Score: Raw -949385.508873 + Penalty 2928.626174 = -946456.882699
  nChanged 8
		SP:Iteration 23Q (41463.560000 sec): 3 clusters
  Score: Raw -949388.357861 + Penalty 2928.626174 = -946459.731687
  nChanged 3
		SP:Iteration 24Q (41463.790000 sec): 3 clusters
  Score: Raw -949389.896107 + Penalty 2928.626174 = -946461.269933
  nChanged 3
		SP:Iteration 25Q (41464.010000 sec): 3 clusters
  Score: Raw -949390.686130 + Penalty 2928.626174 = -946462.059956
  nChanged 1
		SP:Iteration 26Q (41464.250000 sec): 3 clusters
  Score: Raw -949391.022044 + Penalty 2928.626174 = -946462.395870
  nChanged 0
		SP:Iteration 27F (41464.480000 sec): 3 clusters
  Score: Raw -949391.022044 + Penalty 2928.626174 = -946462.395870
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 13 (41485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41464.780000 sec): 2 clusters
  Score: Raw -4904792.551589 + Penalty 1727.876669 = -4903064.674920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41465.130000 sec): 3 clusters
  Score: Raw -4878850.328115 + Penalty 3455.753338 = -4875394.574776
  nChanged 19201
		SP:Iteration 1F (41465.500000 sec): 3 clusters
  Score: Raw -4890080.702941 + Penalty 3455.753338 = -4886624.949603
  nChanged 2013
		SP:Iteration 2Q (41465.860000 sec): 3 clusters
  Score: Raw -4890887.711860 + Penalty 3455.753338 = -4887431.958521
  nChanged 2108
		SP:Iteration 3F (41466.220000 sec): 3 clusters
  Score: Raw -4891842.989508 + Penalty 3455.753338 = -4888387.236170
  nChanged 2259
		SP:Iteration 4F (41466.570000 sec): 3 clusters
  Score: Raw -4893095.754954 + Penalty 3455.753338 = -4889640.001616
  nChanged 2601
		SP:Iteration 5F (41466.920000 sec): 3 clusters
  Score: Raw -4894901.958039 + Penalty 3455.753338 = -4891446.204701
  nChanged 2848
		SP:Iteration 6F (41467.250000 sec): 3 clusters
  Score: Raw -4897230.822099 + Penalty 3455.753338 = -4893775.068761
  nChanged 2772
		SP:Iteration 7F (41467.590000 sec): 3 clusters
  Score: Raw -4899629.061285 + Penalty 3455.753338 = -4896173.307947
  nChanged 2353
		SP:Iteration 8F (41467.960000 sec): 3 clusters
  Score: Raw -4901306.803229 + Penalty 3455.753338 = -4897851.049890
  nChanged 1705
		SP:Iteration 9Q (41468.330000 sec): 3 clusters
  Score: Raw -4902185.894167 + Penalty 3455.753338 = -4898730.140828
  nChanged 1094
		SP:Iteration 10Q (41468.660000 sec): 3 clusters
  Score: Raw -4902607.813492 + Penalty 3455.753338 = -4899152.060153
  nChanged 751
		SP:Iteration 11Q (41469.050000 sec): 3 clusters
  Score: Raw -4902854.540936 + Penalty 3455.753338 = -4899398.787598
  nChanged 589
		SP:Iteration 12Q (41469.370000 sec): 3 clusters
  Score: Raw -4903034.853236 + Penalty 3455.753338 = -4899579.099897
  nChanged 501
		SP:Iteration 13Q (41469.790000 sec): 3 clusters
  Score: Raw -4903180.056054 + Penalty 3455.753338 = -4899724.302715
  nChanged 450
		SP:Iteration 14Q (41470.190000 sec): 3 clusters
  Score: Raw -4903309.028149 + Penalty 3455.753338 = -4899853.274811
  nChanged 398
		SP:Iteration 15Q (41470.520000 sec): 3 clusters
  Score: Raw -4903408.993785 + Penalty 3455.753338 = -4899953.240446
  nChanged 357
		SP:Iteration 16Q (41470.930000 sec): 3 clusters
  Score: Raw -4903493.657202 + Penalty 3455.753338 = -4900037.903864
  nChanged 354
		SP:Iteration 17Q (41471.280000 sec): 3 clusters
  Score: Raw -4903572.989392 + Penalty 3455.753338 = -4900117.236053
  nChanged 309
		SP:Iteration 18Q (41471.670000 sec): 3 clusters
  Score: Raw -4903636.790141 + Penalty 3455.753338 = -4900181.036803
  nChanged 307
		SP:Iteration 19Q (41472.040000 sec): 3 clusters
  Score: Raw -4903701.432031 + Penalty 3455.753338 = -4900245.678692
  nChanged 308
		SP:Iteration 20F (41472.460000 sec): 3 clusters
  Score: Raw -4903770.231654 + Penalty 3455.753338 = -4900314.478315
  nChanged 322
		SP:Iteration 21Q (41472.800000 sec): 3 clusters
  Score: Raw -4903844.285537 + Penalty 3455.753338 = -4900388.532199
  nChanged 311
		SP:Iteration 22Q (41473.180000 sec): 3 clusters
  Score: Raw -4903922.815436 + Penalty 3455.753338 = -4900467.062097
  nChanged 281
		SP:Iteration 23Q (41473.560000 sec): 3 clusters
  Score: Raw -4903994.257128 + Penalty 3455.753338 = -4900538.503789
  nChanged 269
		SP:Iteration 24Q (41473.930000 sec): 3 clusters
  Score: Raw -4904068.132320 + Penalty 3455.753338 = -4900612.378982
  nChanged 273
		SP:Iteration 25Q (41474.300000 sec): 3 clusters
  Score: Raw -4904151.716783 + Penalty 3455.753338 = -4900695.963445
  nChanged 278
		SP:Iteration 26Q (41474.680000 sec): 3 clusters
  Score: Raw -4904242.176116 + Penalty 3455.753338 = -4900786.422777
  nChanged 297
		SP:Iteration 27Q (41475.040000 sec): 3 clusters
  Score: Raw -4904345.759248 + Penalty 3455.753338 = -4900890.005909
  nChanged 312
		SP:Iteration 28Q (41475.420000 sec): 3 clusters
  Score: Raw -4904461.111374 + Penalty 3455.753338 = -4901005.358035
  nChanged 314
		SP:Iteration 29Q (41475.770000 sec): 3 clusters
  Score: Raw -4904576.076442 + Penalty 3455.753338 = -4901120.323104
  nChanged 303
		SP:Iteration 30Q (41476.120000 sec): 3 clusters
  Score: Raw -4904677.191864 + Penalty 3455.753338 = -4901221.438526
  nChanged 272
		SP:Iteration 31Q (41476.470000 sec): 3 clusters
  Score: Raw -4904760.351784 + Penalty 3455.753338 = -4901304.598446
  nChanged 254
		SP:Iteration 32Q (41476.840000 sec): 3 clusters
  Score: Raw -4904831.434343 + Penalty 3455.753338 = -4901375.681005
  nChanged 232
		SP:Iteration 33Q (41477.230000 sec): 3 clusters
  Score: Raw -4904883.321689 + Penalty 3455.753338 = -4901427.568351
  nChanged 190
		SP:Iteration 34Q (41477.610000 sec): 3 clusters
  Score: Raw -4904924.946656 + Penalty 3455.753338 = -4901469.193318
  nChanged 147
		SP:Iteration 35Q (41477.960000 sec): 3 clusters
  Score: Raw -4904957.958864 + Penalty 3455.753338 = -4901502.205526
  nChanged 170
		SP:Iteration 36Q (41478.360000 sec): 3 clusters
  Score: Raw -4904992.711253 + Penalty 3455.753338 = -4901536.957915
  nChanged 151
		SP:Iteration 37Q (41478.760000 sec): 3 clusters
  Score: Raw -4905021.117892 + Penalty 3455.753338 = -4901565.364553
  nChanged 138
		SP:Iteration 38Q (41479.080000 sec): 3 clusters
  Score: Raw -4905047.576815 + Penalty 3455.753338 = -4901591.823476
  nChanged 133
		SP:Iteration 39Q (41479.440000 sec): 3 clusters
  Score: Raw -4905075.555278 + Penalty 3455.753338 = -4901619.801940
  nChanged 144
		SP:Iteration 40F (41479.820000 sec): 3 clusters
  Score: Raw -4905102.993603 + Penalty 3455.753338 = -4901647.240265
  nChanged 127
		SP:Iteration 41Q (41480.170000 sec): 3 clusters
  Score: Raw -4905127.197001 + Penalty 3455.753338 = -4901671.443662
  nChanged 129
		SP:Iteration 42Q (41480.480000 sec): 3 clusters
  Score: Raw -4905152.160064 + Penalty 3455.753338 = -4901696.406725
  nChanged 109
		SP:Iteration 43Q (41480.850000 sec): 3 clusters
  Score: Raw -4905174.136910 + Penalty 3455.753338 = -4901718.383571
  nChanged 117
		SP:Iteration 44Q (41481.200000 sec): 3 clusters
  Score: Raw -4905199.968018 + Penalty 3455.753338 = -4901744.214679
  nChanged 117
		SP:Iteration 45Q (41481.590000 sec): 3 clusters
  Score: Raw -4905225.052827 + Penalty 3455.753338 = -4901769.299489
  nChanged 110
		SP:Iteration 46Q (41481.910000 sec): 3 clusters
  Score: Raw -4905246.258591 + Penalty 3455.753338 = -4901790.505252
  nChanged 103
		SP:Iteration 47Q (41482.250000 sec): 3 clusters
  Score: Raw -4905264.223917 + Penalty 3455.753338 = -4901808.470578
  nChanged 87
		SP:Iteration 48Q (41482.580000 sec): 3 clusters
  Score: Raw -4905277.865839 + Penalty 3455.753338 = -4901822.112501
  nChanged 73
		SP:Iteration 49Q (41482.960000 sec): 3 clusters
  Score: Raw -4905290.863607 + Penalty 3455.753338 = -4901835.110268
  nChanged 70
		SP:Iteration 50Q (41483.320000 sec): 3 clusters
  Score: Raw -4905301.813962 + Penalty 3455.753338 = -4901846.060623
  nChanged 66
		SP:Iteration 51Q (41483.660000 sec): 3 clusters
  Score: Raw -4905311.401473 + Penalty 3455.753338 = -4901855.648135
  nChanged 59
		SP:Iteration 52Q (41484.000000 sec): 3 clusters
  Score: Raw -4905318.355541 + Penalty 3455.753338 = -4901862.602202
  nChanged 54
		SP:Iteration 53Q (41484.410000 sec): 3 clusters
  Score: Raw -4905325.478803 + Penalty 3455.753338 = -4901869.725465
  nChanged 63
		SP:Iteration 54Q (41484.790000 sec): 3 clusters
  Score: Raw -4905334.062129 + Penalty 3455.753338 = -4901878.308790
  nChanged 57
		SP:Iteration 55Q (41485.150000 sec): 3 clusters
  Score: Raw -4905341.968826 + Penalty 3455.753338 = -4901886.215487
  nChanged 58
		SP:Iteration 56Q (41485.550000 sec): 3 clusters
  Score: Raw -4905350.097137 + Penalty 3455.753338 = -4901894.343799
  nChanged 55
		SP:Iteration 57Q (41485.930000 sec): 3 clusters
  Score: Raw -4905357.348203 + Penalty 3455.753338 = -4901901.594865
  nChanged 57
		SP:Iteration 58Q (41486.300000 sec): 3 clusters
  Score: Raw -4905365.076952 + Penalty 3455.753338 = -4901909.323614
  nChanged 52
		SP:Iteration 59Q (41486.680000 sec): 3 clusters
  Score: Raw -4905373.107166 + Penalty 3455.753338 = -4901917.353828
  nChanged 62
		SP:Iteration 60F (41487.100000 sec): 3 clusters
  Score: Raw -4905385.416105 + Penalty 3455.753338 = -4901929.662767
  nChanged 65
		SP:Iteration 61Q (41487.470000 sec): 3 clusters
  Score: Raw -4905397.485154 + Penalty 3455.753338 = -4901941.731816
  nChanged 64
		SP:Iteration 62Q (41487.790000 sec): 3 clusters
  Score: Raw -4905407.509845 + Penalty 3455.753338 = -4901951.756506
  nChanged 63
		SP:Iteration 63Q (41488.180000 sec): 3 clusters
  Score: Raw -4905416.510097 + Penalty 3455.753338 = -4901960.756759
  nChanged 47
		SP:Iteration 64Q (41488.560000 sec): 3 clusters
  Score: Raw -4905422.874096 + Penalty 3455.753338 = -4901967.120757
  nChanged 35
		SP:Iteration 65Q (41488.940000 sec): 3 clusters
  Score: Raw -4905427.239842 + Penalty 3455.753338 = -4901971.486504
  nChanged 33
		SP:Iteration 66Q (41489.330000 sec): 3 clusters
  Score: Raw -4905431.292261 + Penalty 3455.753338 = -4901975.538922
  nChanged 27
		SP:Iteration 67Q (41489.740000 sec): 3 clusters
  Score: Raw -4905434.300618 + Penalty 3455.753338 = -4901978.547279
  nChanged 24
		SP:Iteration 68Q (41490.140000 sec): 3 clusters
  Score: Raw -4905436.627112 + Penalty 3455.753338 = -4901980.873774
  nChanged 18
		SP:Iteration 69Q (41490.530000 sec): 3 clusters
  Score: Raw -4905439.138066 + Penalty 3455.753338 = -4901983.384727
  nChanged 13
		SP:Iteration 70Q (41490.920000 sec): 3 clusters
  Score: Raw -4905440.366824 + Penalty 3455.753338 = -4901984.613486
  nChanged 9
		SP:Iteration 71Q (41491.350000 sec): 3 clusters
  Score: Raw -4905441.187702 + Penalty 3455.753338 = -4901985.434364
  nChanged 5
		SP:Iteration 72Q (41491.780000 sec): 3 clusters
  Score: Raw -4905441.707399 + Penalty 3455.753338 = -4901985.954061
  nChanged 5
		SP:Iteration 73Q (41492.120000 sec): 3 clusters
  Score: Raw -4905442.168915 + Penalty 3455.753338 = -4901986.415576
  nChanged 8
		SP:Iteration 74Q (41492.550000 sec): 3 clusters
  Score: Raw -4905443.101244 + Penalty 3455.753338 = -4901987.347906
  nChanged 15
		SP:Iteration 75Q (41492.980000 sec): 3 clusters
  Score: Raw -4905444.643119 + Penalty 3455.753338 = -4901988.889781
  nChanged 11
		SP:Iteration 76Q (41493.410000 sec): 3 clusters
  Score: Raw -4905445.867538 + Penalty 3455.753338 = -4901990.114200
  nChanged 9
		SP:Iteration 77Q (41493.810000 sec): 3 clusters
  Score: Raw -4905446.483364 + Penalty 3455.753338 = -4901990.730026
  nChanged 6
		SP:Iteration 78Q (41494.160000 sec): 3 clusters
  Score: Raw -4905447.166471 + Penalty 3455.753338 = -4901991.413133
  nChanged 13
		SP:Iteration 79Q (41494.530000 sec): 3 clusters
  Score: Raw -4905448.272097 + Penalty 3455.753338 = -4901992.518759
  nChanged 8
		SP:Iteration 80F (41494.910000 sec): 3 clusters
  Score: Raw -4905449.205588 + Penalty 3455.753338 = -4901993.452249
  nChanged 9
		SP:Iteration 81Q (41495.210000 sec): 3 clusters
  Score: Raw -4905449.953973 + Penalty 3455.753338 = -4901994.200635
  nChanged 10
		SP:Iteration 82Q (41495.580000 sec): 3 clusters
  Score: Raw -4905450.673765 + Penalty 3455.753338 = -4901994.920426
  nChanged 7
		SP:Iteration 83Q (41495.990000 sec): 3 clusters
  Score: Raw -4905451.156319 + Penalty 3455.753338 = -4901995.402981
  nChanged 8
		SP:Iteration 84Q (41496.340000 sec): 3 clusters
  Score: Raw -4905451.972420 + Penalty 3455.753338 = -4901996.219081
  nChanged 14
		SP:Iteration 85Q (41496.670000 sec): 3 clusters
  Score: Raw -4905453.814431 + Penalty 3455.753338 = -4901998.061092
  nChanged 21
		SP:Iteration 86Q (41497.020000 sec): 3 clusters
  Score: Raw -4905456.059426 + Penalty 3455.753338 = -4902000.306088
  nChanged 27
		SP:Iteration 87Q (41497.390000 sec): 3 clusters
  Score: Raw -4905459.198316 + Penalty 3455.753338 = -4902003.444978
  nChanged 17
		SP:Iteration 88Q (41497.700000 sec): 3 clusters
  Score: Raw -4905461.569960 + Penalty 3455.753338 = -4902005.816621
  nChanged 17
		SP:Iteration 89Q (41498.100000 sec): 3 clusters
  Score: Raw -4905463.423045 + Penalty 3455.753338 = -4902007.669707
  nChanged 17
		SP:Iteration 90Q (41498.480000 sec): 3 clusters
  Score: Raw -4905465.364239 + Penalty 3455.753338 = -4902009.610901
  nChanged 21
		SP:Iteration 91Q (41498.830000 sec): 3 clusters
  Score: Raw -4905468.147599 + Penalty 3455.753338 = -4902012.394260
  nChanged 21
		SP:Iteration 92Q (41499.250000 sec): 3 clusters
  Score: Raw -4905471.375734 + Penalty 3455.753338 = -4902015.622395
  nChanged 29
		SP:Iteration 93Q (41499.610000 sec): 3 clusters
  Score: Raw -4905476.029610 + Penalty 3455.753338 = -4902020.276272
  nChanged 26
		SP:Iteration 94Q (41500.010000 sec): 3 clusters
  Score: Raw -4905479.604251 + Penalty 3455.753338 = -4902023.850913
  nChanged 19
		SP:Iteration 95Q (41500.340000 sec): 3 clusters
  Score: Raw -4905482.032197 + Penalty 3455.753338 = -4902026.278859
  nChanged 25
		SP:Iteration 96Q (41500.760000 sec): 3 clusters
  Score: Raw -4905484.645659 + Penalty 3455.753338 = -4902028.892321
  nChanged 28
		SP:Iteration 97Q (41501.150000 sec): 3 clusters
  Score: Raw -4905488.522480 + Penalty 3455.753338 = -4902032.769142
  nChanged 29
		SP:Iteration 98Q (41501.490000 sec): 3 clusters
  Score: Raw -4905491.995267 + Penalty 3455.753338 = -4902036.241929
  nChanged 22
		SP:Iteration 99Q (41501.830000 sec): 3 clusters
  Score: Raw -4905494.604205 + Penalty 3455.753338 = -4902038.850866
  nChanged 26
		SP:Iteration 100F (41502.200000 sec): 3 clusters
  Score: Raw -4905498.721047 + Penalty 3455.753338 = -4902042.967708
  nChanged 27
		SP:Iteration 101Q (41502.590000 sec): 3 clusters
  Score: Raw -4905502.680623 + Penalty 3455.753338 = -4902046.927285
  nChanged 17
		SP:Iteration 102Q (41502.970000 sec): 3 clusters
  Score: Raw -4905504.650586 + Penalty 3455.753338 = -4902048.897248
  nChanged 14
		SP:Iteration 103Q (41503.360000 sec): 3 clusters
  Score: Raw -4905506.104256 + Penalty 3455.753338 = -4902050.350917
  nChanged 10
		SP:Iteration 104Q (41503.680000 sec): 3 clusters
  Score: Raw -4905507.152281 + Penalty 3455.753338 = -4902051.398942
  nChanged 10
		SP:Iteration 105Q (41503.990000 sec): 3 clusters
  Score: Raw -4905508.145548 + Penalty 3455.753338 = -4902052.392210
  nChanged 11
		SP:Iteration 106Q (41504.340000 sec): 3 clusters
  Score: Raw -4905509.146618 + Penalty 3455.753338 = -4902053.393279
  nChanged 5
		SP:Iteration 107Q (41504.680000 sec): 3 clusters
  Score: Raw -4905509.658308 + Penalty 3455.753338 = -4902053.904970
  nChanged 4
		SP:Iteration 108Q (41505.090000 sec): 3 clusters
  Score: Raw -4905510.065892 + Penalty 3455.753338 = -4902054.312554
  nChanged 6
		SP:Iteration 109Q (41505.430000 sec): 3 clusters
  Score: Raw -4905510.770728 + Penalty 3455.753338 = -4902055.017390
  nChanged 9
		SP:Iteration 110Q (41505.800000 sec): 3 clusters
  Score: Raw -4905511.556328 + Penalty 3455.753338 = -4902055.802989
  nChanged 10
		SP:Iteration 111Q (41506.120000 sec): 3 clusters
  Score: Raw -4905512.645545 + Penalty 3455.753338 = -4902056.892207
  nChanged 11
		SP:Iteration 112Q (41506.460000 sec): 3 clusters
  Score: Raw -4905514.147295 + Penalty 3455.753338 = -4902058.393957
  nChanged 10
		SP:Iteration 113Q (41506.870000 sec): 3 clusters
  Score: Raw -4905515.079019 + Penalty 3455.753338 = -4902059.325681
  nChanged 10
		SP:Iteration 114Q (41507.290000 sec): 3 clusters
  Score: Raw -4905515.886031 + Penalty 3455.753338 = -4902060.132693
  nChanged 3
		SP:Iteration 115Q (41507.700000 sec): 3 clusters
  Score: Raw -4905516.124751 + Penalty 3455.753338 = -4902060.371412
  nChanged 2
		SP:Iteration 116Q (41508.100000 sec): 3 clusters
  Score: Raw -4905516.290194 + Penalty 3455.753338 = -4902060.536855
  nChanged 0
		SP:Iteration 117F (41508.530000 sec): 3 clusters
  Score: Raw -4905516.290194 + Penalty 3455.753338 = -4902060.536855
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 14 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41508.650000 sec): 2 clusters
  Score: Raw -67052.568489 + Penalty 1028.289727 = -66024.278762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41508.840000 sec): 3 clusters
  Score: Raw -66957.966628 + Penalty 2056.579455 = -64901.387174
  nChanged 150
		SP:Iteration 1F (41509.030000 sec): 3 clusters
  Score: Raw -67161.128884 + Penalty 2056.579455 = -65104.549429
  nChanged 56
		SP:Iteration 2F (41509.230000 sec): 3 clusters
  Score: Raw -67264.015911 + Penalty 2056.579455 = -65207.436456
  nChanged 31
		SP:Iteration 3F (41509.440000 sec): 3 clusters
  Score: Raw -67333.398033 + Penalty 2056.579455 = -65276.818578
  nChanged 25
		SP:Iteration 4Q (41509.590000 sec): 3 clusters
  Score: Raw -67372.274279 + Penalty 2056.579455 = -65315.694824
  nChanged 8
		SP:Iteration 5Q (41509.810000 sec): 3 clusters
  Score: Raw -67387.107540 + Penalty 2056.579455 = -65330.528085
  nChanged 6
		SP:Iteration 6Q (41510.020000 sec): 3 clusters
  Score: Raw -67401.903015 + Penalty 2056.579455 = -65345.323560
  nChanged 5
		SP:Iteration 7Q (41510.180000 sec): 3 clusters
  Score: Raw -67407.751870 + Penalty 2056.579455 = -65351.172415
  nChanged 2
		SP:Iteration 8Q (41510.430000 sec): 3 clusters
  Score: Raw -67411.290807 + Penalty 2056.579455 = -65354.711352
  nChanged 3
		SP:Iteration 9Q (41510.600000 sec): 3 clusters
  Score: Raw -67416.109351 + Penalty 2056.579455 = -65359.529896
  nChanged 4
		SP:Iteration 10Q (41510.780000 sec): 3 clusters
  Score: Raw -67420.920454 + Penalty 2056.579455 = -65364.340999
  nChanged 4
		SP:Iteration 11Q (41510.920000 sec): 3 clusters
  Score: Raw -67425.389622 + Penalty 2056.579455 = -65368.810167
  nChanged 3
		SP:Iteration 12Q (41511.120000 sec): 3 clusters
  Score: Raw -67435.999896 + Penalty 2056.579455 = -65379.420441
  nChanged 2
		SP:Iteration 13Q (41511.350000 sec): 3 clusters
  Score: Raw -67439.282328 + Penalty 2056.579455 = -65382.702874
  nChanged 2
		SP:Iteration 14Q (41511.550000 sec): 3 clusters
  Score: Raw -67442.010789 + Penalty 2056.579455 = -65385.431334
  nChanged 2
		SP:Iteration 15Q (41511.730000 sec): 3 clusters
  Score: Raw -67443.247662 + Penalty 2056.579455 = -65386.668208
  nChanged 0
		SP:Iteration 16F (41511.850000 sec): 3 clusters
  Score: Raw -67443.247662 + Penalty 2056.579455 = -65386.668208
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 15 (12551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41512.040000 sec): 2 clusters
  Score: Raw -1440682.925219 + Penalty 1533.602789 = -1439149.322430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41512.300000 sec): 3 clusters
  Score: Raw -1433404.899654 + Penalty 3067.205577 = -1430337.694077
  nChanged 5449
		SP:Iteration 1F (41512.560000 sec): 3 clusters
  Score: Raw -1436332.826518 + Penalty 3067.205577 = -1433265.620941
  nChanged 792
		SP:Iteration 2F (41512.790000 sec): 3 clusters
  Score: Raw -1436667.174301 + Penalty 3067.205577 = -1433599.968723
  nChanged 667
		SP:Iteration 3F (41512.980000 sec): 3 clusters
  Score: Raw -1436915.186981 + Penalty 3067.205577 = -1433847.981403
  nChanged 525
		SP:Iteration 4Q (41513.220000 sec): 3 clusters
  Score: Raw -1437113.090065 + Penalty 3067.205577 = -1434045.884487
  nChanged 498
		SP:Iteration 5Q (41513.490000 sec): 3 clusters
  Score: Raw -1437320.271769 + Penalty 3067.205577 = -1434253.066191
  nChanged 493
		SP:Iteration 6Q (41513.720000 sec): 3 clusters
  Score: Raw -1437513.604585 + Penalty 3067.205577 = -1434446.399008
  nChanged 489
		SP:Iteration 7Q (41513.970000 sec): 3 clusters
  Score: Raw -1437701.617724 + Penalty 3067.205577 = -1434634.412146
  nChanged 455
		SP:Iteration 8Q (41514.220000 sec): 3 clusters
  Score: Raw -1437894.860542 + Penalty 3067.205577 = -1434827.654964
  nChanged 454
		SP:Iteration 9Q (41514.430000 sec): 3 clusters
  Score: Raw -1438106.972607 + Penalty 3067.205577 = -1435039.767030
  nChanged 470
		SP:Iteration 10Q (41514.690000 sec): 3 clusters
  Score: Raw -1438340.986576 + Penalty 3067.205577 = -1435273.780998
  nChanged 452
		SP:Iteration 11Q (41514.930000 sec): 3 clusters
  Score: Raw -1438578.134489 + Penalty 3067.205577 = -1435510.928912
  nChanged 436
		SP:Iteration 12Q (41515.190000 sec): 3 clusters
  Score: Raw -1438820.962504 + Penalty 3067.205577 = -1435753.756927
  nChanged 431
		SP:Iteration 13Q (41515.360000 sec): 3 clusters
  Score: Raw -1439044.478064 + Penalty 3067.205577 = -1435977.272487
  nChanged 377
		SP:Iteration 14Q (41515.600000 sec): 3 clusters
  Score: Raw -1439208.222692 + Penalty 3067.205577 = -1436141.017115
  nChanged 319
		SP:Iteration 15Q (41515.840000 sec): 3 clusters
  Score: Raw -1439352.328241 + Penalty 3067.205577 = -1436285.122664
  nChanged 265
		SP:Iteration 16Q (41516.030000 sec): 3 clusters
  Score: Raw -1439463.358102 + Penalty 3067.205577 = -1436396.152524
  nChanged 229
		SP:Iteration 17Q (41516.270000 sec): 3 clusters
  Score: Raw -1439545.723776 + Penalty 3067.205577 = -1436478.518199
  nChanged 213
		SP:Iteration 18Q (41516.520000 sec): 3 clusters
  Score: Raw -1439624.758195 + Penalty 3067.205577 = -1436557.552617
  nChanged 194
		SP:Iteration 19Q (41516.710000 sec): 3 clusters
  Score: Raw -1439701.514213 + Penalty 3067.205577 = -1436634.308636
  nChanged 185
		SP:Iteration 20F (41516.910000 sec): 3 clusters
  Score: Raw -1439771.241947 + Penalty 3067.205577 = -1436704.036370
  nChanged 177
		SP:Iteration 21Q (41517.150000 sec): 3 clusters
  Score: Raw -1439842.962749 + Penalty 3067.205577 = -1436775.757172
  nChanged 191
		SP:Iteration 22Q (41517.360000 sec): 3 clusters
  Score: Raw -1439920.074569 + Penalty 3067.205577 = -1436852.868991
  nChanged 176
		SP:Iteration 23Q (41517.650000 sec): 3 clusters
  Score: Raw -1439990.874680 + Penalty 3067.205577 = -1436923.669102
  nChanged 167
		SP:Iteration 24Q (41517.840000 sec): 3 clusters
  Score: Raw -1440053.499838 + Penalty 3067.205577 = -1436986.294261
  nChanged 165
		SP:Iteration 25Q (41518.070000 sec): 3 clusters
  Score: Raw -1440117.497751 + Penalty 3067.205577 = -1437050.292174
  nChanged 151
		SP:Iteration 26Q (41518.300000 sec): 3 clusters
  Score: Raw -1440168.513360 + Penalty 3067.205577 = -1437101.307783
  nChanged 130
		SP:Iteration 27Q (41518.570000 sec): 3 clusters
  Score: Raw -1440216.522633 + Penalty 3067.205577 = -1437149.317056
  nChanged 131
		SP:Iteration 28Q (41518.790000 sec): 3 clusters
  Score: Raw -1440268.876437 + Penalty 3067.205577 = -1437201.670860
  nChanged 126
		SP:Iteration 29Q (41519.010000 sec): 3 clusters
  Score: Raw -1440317.511825 + Penalty 3067.205577 = -1437250.306247
  nChanged 138
		SP:Iteration 30Q (41519.210000 sec): 3 clusters
  Score: Raw -1440368.261849 + Penalty 3067.205577 = -1437301.056271
  nChanged 116
		SP:Iteration 31Q (41519.450000 sec): 3 clusters
  Score: Raw -1440409.013763 + Penalty 3067.205577 = -1437341.808186
  nChanged 100
		SP:Iteration 32Q (41519.700000 sec): 3 clusters
  Score: Raw -1440442.369962 + Penalty 3067.205577 = -1437375.164385
  nChanged 96
		SP:Iteration 33Q (41519.930000 sec): 3 clusters
  Score: Raw -1440480.590923 + Penalty 3067.205577 = -1437413.385345
  nChanged 89
		SP:Iteration 34Q (41520.230000 sec): 3 clusters
  Score: Raw -1440515.467631 + Penalty 3067.205577 = -1437448.262054
  nChanged 98
		SP:Iteration 35Q (41520.450000 sec): 3 clusters
  Score: Raw -1440552.389743 + Penalty 3067.205577 = -1437485.184166
  nChanged 95
		SP:Iteration 36Q (41520.720000 sec): 3 clusters
  Score: Raw -1440592.867306 + Penalty 3067.205577 = -1437525.661728
  nChanged 84
		SP:Iteration 37Q (41520.960000 sec): 3 clusters
  Score: Raw -1440624.749308 + Penalty 3067.205577 = -1437557.543730
  nChanged 65
		SP:Iteration 38Q (41521.210000 sec): 3 clusters
  Score: Raw -1440646.476237 + Penalty 3067.205577 = -1437579.270660
  nChanged 55
		SP:Iteration 39Q (41521.450000 sec): 3 clusters
  Score: Raw -1440665.747047 + Penalty 3067.205577 = -1437598.541470
  nChanged 55
		SP:Iteration 40F (41521.720000 sec): 3 clusters
  Score: Raw -1440685.410270 + Penalty 3067.205577 = -1437618.204693
  nChanged 46
		SP:Iteration 41Q (41521.940000 sec): 3 clusters
  Score: Raw -1440702.745857 + Penalty 3067.205577 = -1437635.540280
  nChanged 52
		SP:Iteration 42Q (41522.180000 sec): 3 clusters
  Score: Raw -1440723.162892 + Penalty 3067.205577 = -1437655.957314
  nChanged 38
		SP:Iteration 43Q (41522.400000 sec): 3 clusters
  Score: Raw -1440735.855781 + Penalty 3067.205577 = -1437668.650203
  nChanged 38
		SP:Iteration 44Q (41522.600000 sec): 3 clusters
  Score: Raw -1440748.369159 + Penalty 3067.205577 = -1437681.163582
  nChanged 40
		SP:Iteration 45Q (41522.830000 sec): 3 clusters
  Score: Raw -1440764.237643 + Penalty 3067.205577 = -1437697.032066
  nChanged 32
		SP:Iteration 46Q (41523.110000 sec): 3 clusters
  Score: Raw -1440775.272471 + Penalty 3067.205577 = -1437708.066894
  nChanged 27
		SP:Iteration 47Q (41523.350000 sec): 3 clusters
  Score: Raw -1440781.914418 + Penalty 3067.205577 = -1437714.708841
  nChanged 16
		SP:Iteration 48Q (41523.550000 sec): 3 clusters
  Score: Raw -1440786.100178 + Penalty 3067.205577 = -1437718.894601
  nChanged 14
		SP:Iteration 49Q (41523.770000 sec): 3 clusters
  Score: Raw -1440789.359962 + Penalty 3067.205577 = -1437722.154385
  nChanged 11
		SP:Iteration 50Q (41524.020000 sec): 3 clusters
  Score: Raw -1440792.139264 + Penalty 3067.205577 = -1437724.933687
  nChanged 11
		SP:Iteration 51Q (41524.220000 sec): 3 clusters
  Score: Raw -1440794.913481 + Penalty 3067.205577 = -1437727.707904
  nChanged 8
		SP:Iteration 52Q (41524.420000 sec): 3 clusters
  Score: Raw -1440796.246556 + Penalty 3067.205577 = -1437729.040979
  nChanged 8
		SP:Iteration 53Q (41524.660000 sec): 3 clusters
  Score: Raw -1440797.475461 + Penalty 3067.205577 = -1437730.269883
  nChanged 4
		SP:Iteration 54Q (41524.900000 sec): 3 clusters
  Score: Raw -1440798.285586 + Penalty 3067.205577 = -1437731.080009
  nChanged 6
		SP:Iteration 55Q (41525.150000 sec): 3 clusters
  Score: Raw -1440799.505012 + Penalty 3067.205577 = -1437732.299435
  nChanged 4
		SP:Iteration 56Q (41525.380000 sec): 3 clusters
  Score: Raw -1440800.311902 + Penalty 3067.205577 = -1437733.106325
  nChanged 1
		SP:Iteration 57Q (41525.680000 sec): 3 clusters
  Score: Raw -1440800.514857 + Penalty 3067.205577 = -1437733.309280
  nChanged 0
		SP:Iteration 58F (41525.900000 sec): 3 clusters
  Score: Raw -1440800.514857 + Penalty 3067.205577 = -1437733.309280
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 16 (16418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41526.040000 sec): 2 clusters
  Score: Raw -1805486.220603 + Penalty 1577.246706 = -1803908.973897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41526.340000 sec): 3 clusters
  Score: Raw -1795838.397076 + Penalty 3154.493411 = -1792683.903665
  nChanged 7275
		SP:Iteration 1F (41526.660000 sec): 3 clusters
  Score: Raw -1800000.927860 + Penalty 3154.493411 = -1796846.434449
  nChanged 1068
		SP:Iteration 2F (41526.950000 sec): 3 clusters
  Score: Raw -1800549.344422 + Penalty 3154.493411 = -1797394.851011
  nChanged 1009
		SP:Iteration 3F (41527.210000 sec): 3 clusters
  Score: Raw -1801086.552036 + Penalty 3154.493411 = -1797932.058625
  nChanged 955
		SP:Iteration 4F (41527.490000 sec): 3 clusters
  Score: Raw -1801574.709462 + Penalty 3154.493411 = -1798420.216051
  nChanged 861
		SP:Iteration 5F (41527.770000 sec): 3 clusters
  Score: Raw -1801978.683175 + Penalty 3154.493411 = -1798824.189764
  nChanged 802
		SP:Iteration 6Q (41528.010000 sec): 3 clusters
  Score: Raw -1802369.535408 + Penalty 3154.493411 = -1799215.041997
  nChanged 727
		SP:Iteration 7Q (41528.320000 sec): 3 clusters
  Score: Raw -1802716.327122 + Penalty 3154.493411 = -1799561.833711
  nChanged 680
		SP:Iteration 8Q (41528.580000 sec): 3 clusters
  Score: Raw -1803055.700650 + Penalty 3154.493411 = -1799901.207239
  nChanged 614
		SP:Iteration 9Q (41528.850000 sec): 3 clusters
  Score: Raw -1803326.895427 + Penalty 3154.493411 = -1800172.402015
  nChanged 544
		SP:Iteration 10Q (41529.140000 sec): 3 clusters
  Score: Raw -1803571.077661 + Penalty 3154.493411 = -1800416.584250
  nChanged 475
		SP:Iteration 11Q (41529.360000 sec): 3 clusters
  Score: Raw -1803787.010384 + Penalty 3154.493411 = -1800632.516973
  nChanged 442
		SP:Iteration 12Q (41529.680000 sec): 3 clusters
  Score: Raw -1804005.131224 + Penalty 3154.493411 = -1800850.637813
  nChanged 424
		SP:Iteration 13Q (41529.940000 sec): 3 clusters
  Score: Raw -1804188.632568 + Penalty 3154.493411 = -1801034.139157
  nChanged 367
		SP:Iteration 14Q (41530.200000 sec): 3 clusters
  Score: Raw -1804336.552549 + Penalty 3154.493411 = -1801182.059138
  nChanged 298
		SP:Iteration 15Q (41530.480000 sec): 3 clusters
  Score: Raw -1804429.339383 + Penalty 3154.493411 = -1801274.845971
  nChanged 252
		SP:Iteration 16Q (41530.690000 sec): 3 clusters
  Score: Raw -1804510.471293 + Penalty 3154.493411 = -1801355.977882
  nChanged 211
		SP:Iteration 17Q (41530.970000 sec): 3 clusters
  Score: Raw -1804571.663111 + Penalty 3154.493411 = -1801417.169700
  nChanged 189
		SP:Iteration 18Q (41531.220000 sec): 3 clusters
  Score: Raw -1804631.303022 + Penalty 3154.493411 = -1801476.809611
  nChanged 179
		SP:Iteration 19Q (41531.560000 sec): 3 clusters
  Score: Raw -1804685.775867 + Penalty 3154.493411 = -1801531.282456
  nChanged 173
		SP:Iteration 20F (41531.850000 sec): 3 clusters
  Score: Raw -1804725.184611 + Penalty 3154.493411 = -1801570.691200
  nChanged 132
		SP:Iteration 21Q (41532.160000 sec): 3 clusters
  Score: Raw -1804754.026855 + Penalty 3154.493411 = -1801599.533444
  nChanged 114
		SP:Iteration 22Q (41532.410000 sec): 3 clusters
  Score: Raw -1804779.776213 + Penalty 3154.493411 = -1801625.282802
  nChanged 124
		SP:Iteration 23Q (41532.700000 sec): 3 clusters
  Score: Raw -1804807.633093 + Penalty 3154.493411 = -1801653.139682
  nChanged 131
		SP:Iteration 24Q (41532.970000 sec): 3 clusters
  Score: Raw -1804832.819047 + Penalty 3154.493411 = -1801678.325636
  nChanged 110
		SP:Iteration 25Q (41533.360000 sec): 3 clusters
  Score: Raw -1804856.518109 + Penalty 3154.493411 = -1801702.024698
  nChanged 111
		SP:Iteration 26Q (41533.620000 sec): 3 clusters
  Score: Raw -1804879.237632 + Penalty 3154.493411 = -1801724.744221
  nChanged 107
		SP:Iteration 27Q (41533.930000 sec): 3 clusters
  Score: Raw -1804900.706735 + Penalty 3154.493411 = -1801746.213324
  nChanged 105
		SP:Iteration 28Q (41534.250000 sec): 3 clusters
  Score: Raw -1804920.499775 + Penalty 3154.493411 = -1801766.006364
  nChanged 98
		SP:Iteration 29Q (41534.510000 sec): 3 clusters
  Score: Raw -1804939.174903 + Penalty 3154.493411 = -1801784.681492
  nChanged 102
		SP:Iteration 30Q (41534.780000 sec): 3 clusters
  Score: Raw -1804963.541318 + Penalty 3154.493411 = -1801809.047906
  nChanged 115
		SP:Iteration 31Q (41535.070000 sec): 3 clusters
  Score: Raw -1804991.334889 + Penalty 3154.493411 = -1801836.841478
  nChanged 105
		SP:Iteration 32Q (41535.330000 sec): 3 clusters
  Score: Raw -1805017.023998 + Penalty 3154.493411 = -1801862.530587
  nChanged 110
		SP:Iteration 33Q (41535.600000 sec): 3 clusters
  Score: Raw -1805042.828874 + Penalty 3154.493411 = -1801888.335463
  nChanged 113
		SP:Iteration 34Q (41535.900000 sec): 3 clusters
  Score: Raw -1805076.012865 + Penalty 3154.493411 = -1801921.519454
  nChanged 108
		SP:Iteration 35Q (41536.140000 sec): 3 clusters
  Score: Raw -1805103.699944 + Penalty 3154.493411 = -1801949.206533
  nChanged 112
		SP:Iteration 36Q (41536.400000 sec): 3 clusters
  Score: Raw -1805128.989153 + Penalty 3154.493411 = -1801974.495742
  nChanged 107
		SP:Iteration 37Q (41536.690000 sec): 3 clusters
  Score: Raw -1805152.824913 + Penalty 3154.493411 = -1801998.331502
  nChanged 116
		SP:Iteration 38Q (41536.970000 sec): 3 clusters
  Score: Raw -1805182.497626 + Penalty 3154.493411 = -1802028.004215
  nChanged 113
		SP:Iteration 39Q (41537.220000 sec): 3 clusters
  Score: Raw -1805212.669697 + Penalty 3154.493411 = -1802058.176286
  nChanged 107
		SP:Iteration 40F (41537.490000 sec): 3 clusters
  Score: Raw -1805240.756907 + Penalty 3154.493411 = -1802086.263495
  nChanged 100
		SP:Iteration 41Q (41537.720000 sec): 3 clusters
  Score: Raw -1805267.628930 + Penalty 3154.493411 = -1802113.135518
  nChanged 105
		SP:Iteration 42Q (41537.960000 sec): 3 clusters
  Score: Raw -1805292.951951 + Penalty 3154.493411 = -1802138.458540
  nChanged 92
		SP:Iteration 43Q (41538.200000 sec): 3 clusters
  Score: Raw -1805320.154497 + Penalty 3154.493411 = -1802165.661086
  nChanged 103
		SP:Iteration 44Q (41538.490000 sec): 3 clusters
  Score: Raw -1805346.826215 + Penalty 3154.493411 = -1802192.332804
  nChanged 103
		SP:Iteration 45Q (41538.730000 sec): 3 clusters
  Score: Raw -1805371.865423 + Penalty 3154.493411 = -1802217.372011
  nChanged 90
		SP:Iteration 46Q (41539.010000 sec): 3 clusters
  Score: Raw -1805392.402353 + Penalty 3154.493411 = -1802237.908942
  nChanged 84
		SP:Iteration 47Q (41539.320000 sec): 3 clusters
  Score: Raw -1805410.986057 + Penalty 3154.493411 = -1802256.492646
  nChanged 81
		SP:Iteration 48Q (41539.590000 sec): 3 clusters
  Score: Raw -1805433.587253 + Penalty 3154.493411 = -1802279.093842
  nChanged 77
		SP:Iteration 49Q (41539.880000 sec): 3 clusters
  Score: Raw -1805453.589017 + Penalty 3154.493411 = -1802299.095605
  nChanged 87
		SP:Iteration 50Q (41540.140000 sec): 3 clusters
  Score: Raw -1805481.675748 + Penalty 3154.493411 = -1802327.182337
  nChanged 101
		SP:Iteration 51Q (41540.460000 sec): 3 clusters
  Score: Raw -1805509.439633 + Penalty 3154.493411 = -1802354.946222
  nChanged 99
		SP:Iteration 52Q (41540.700000 sec): 3 clusters
  Score: Raw -1805535.808970 + Penalty 3154.493411 = -1802381.315559
  nChanged 96
		SP:Iteration 53Q (41540.950000 sec): 3 clusters
  Score: Raw -1805560.592064 + Penalty 3154.493411 = -1802406.098653
  nChanged 85
		SP:Iteration 54Q (41541.210000 sec): 3 clusters
  Score: Raw -1805580.251215 + Penalty 3154.493411 = -1802425.757804
  nChanged 81
		SP:Iteration 55Q (41541.450000 sec): 3 clusters
  Score: Raw -1805600.404520 + Penalty 3154.493411 = -1802445.911109
  nChanged 77
		SP:Iteration 56Q (41541.720000 sec): 3 clusters
  Score: Raw -1805617.833455 + Penalty 3154.493411 = -1802463.340044
  nChanged 64
		SP:Iteration 57Q (41541.960000 sec): 3 clusters
  Score: Raw -1805633.459343 + Penalty 3154.493411 = -1802478.965932
  nChanged 60
		SP:Iteration 58Q (41542.250000 sec): 3 clusters
  Score: Raw -1805648.504364 + Penalty 3154.493411 = -1802494.010953
  nChanged 57
		SP:Iteration 59Q (41542.540000 sec): 3 clusters
  Score: Raw -1805663.702917 + Penalty 3154.493411 = -1802509.209506
  nChanged 55
		SP:Iteration 60F (41542.830000 sec): 3 clusters
  Score: Raw -1805677.285436 + Penalty 3154.493411 = -1802522.792025
  nChanged 50
		SP:Iteration 61Q (41543.110000 sec): 3 clusters
  Score: Raw -1805688.777926 + Penalty 3154.493411 = -1802534.284515
  nChanged 40
		SP:Iteration 62Q (41543.370000 sec): 3 clusters
  Score: Raw -1805698.831842 + Penalty 3154.493411 = -1802544.338431
  nChanged 41
		SP:Iteration 63Q (41543.610000 sec): 3 clusters
  Score: Raw -1805710.087914 + Penalty 3154.493411 = -1802555.594503
  nChanged 39
		SP:Iteration 64Q (41543.950000 sec): 3 clusters
  Score: Raw -1805720.703758 + Penalty 3154.493411 = -1802566.210346
  nChanged 37
		SP:Iteration 65Q (41544.270000 sec): 3 clusters
  Score: Raw -1805731.528558 + Penalty 3154.493411 = -1802577.035147
  nChanged 43
		SP:Iteration 66Q (41544.550000 sec): 3 clusters
  Score: Raw -1805746.182302 + Penalty 3154.493411 = -1802591.688890
  nChanged 49
		SP:Iteration 67Q (41544.870000 sec): 3 clusters
  Score: Raw -1805761.789766 + Penalty 3154.493411 = -1802607.296355
  nChanged 57
		SP:Iteration 68Q (41545.110000 sec): 3 clusters
  Score: Raw -1805778.641853 + Penalty 3154.493411 = -1802624.148441
  nChanged 58
		SP:Iteration 69Q (41545.450000 sec): 3 clusters
  Score: Raw -1805796.007782 + Penalty 3154.493411 = -1802641.514371
  nChanged 34
		SP:Iteration 70Q (41545.660000 sec): 3 clusters
  Score: Raw -1805804.996947 + Penalty 3154.493411 = -1802650.503536
  nChanged 33
		SP:Iteration 71Q (41545.990000 sec): 3 clusters
  Score: Raw -1805815.476051 + Penalty 3154.493411 = -1802660.982640
  nChanged 37
		SP:Iteration 72Q (41546.240000 sec): 3 clusters
  Score: Raw -1805828.925286 + Penalty 3154.493411 = -1802674.431875
  nChanged 39
		SP:Iteration 73Q (41546.510000 sec): 3 clusters
  Score: Raw -1805840.096284 + Penalty 3154.493411 = -1802685.602873
  nChanged 34
		SP:Iteration 74Q (41546.780000 sec): 3 clusters
  Score: Raw -1805851.714733 + Penalty 3154.493411 = -1802697.221322
  nChanged 39
		SP:Iteration 75Q (41547.020000 sec): 3 clusters
  Score: Raw -1805865.209405 + Penalty 3154.493411 = -1802710.715994
  nChanged 38
		SP:Iteration 76Q (41547.350000 sec): 3 clusters
  Score: Raw -1805877.137996 + Penalty 3154.493411 = -1802722.644585
  nChanged 39
		SP:Iteration 77Q (41547.560000 sec): 3 clusters
  Score: Raw -1805894.682279 + Penalty 3154.493411 = -1802740.188867
  nChanged 32
		SP:Iteration 78Q (41547.920000 sec): 3 clusters
  Score: Raw -1805906.107672 + Penalty 3154.493411 = -1802751.614261
  nChanged 31
		SP:Iteration 79Q (41548.190000 sec): 3 clusters
  Score: Raw -1805916.980760 + Penalty 3154.493411 = -1802762.487349
  nChanged 27
		SP:Iteration 80F (41548.470000 sec): 3 clusters
  Score: Raw -1805926.603844 + Penalty 3154.493411 = -1802772.110433
  nChanged 29
		SP:Iteration 81Q (41548.780000 sec): 3 clusters
  Score: Raw -1805938.783069 + Penalty 3154.493411 = -1802784.289658
  nChanged 30
		SP:Iteration 82Q (41549.060000 sec): 3 clusters
  Score: Raw -1805953.016903 + Penalty 3154.493411 = -1802798.523492
  nChanged 35
		SP:Iteration 83Q (41549.390000 sec): 3 clusters
  Score: Raw -1805967.118068 + Penalty 3154.493411 = -1802812.624657
  nChanged 28
		SP:Iteration 84Q (41549.700000 sec): 3 clusters
  Score: Raw -1805975.797356 + Penalty 3154.493411 = -1802821.303945
  nChanged 23
		SP:Iteration 85Q (41550.010000 sec): 3 clusters
  Score: Raw -1805983.404408 + Penalty 3154.493411 = -1802828.910997
  nChanged 22
		SP:Iteration 86Q (41550.270000 sec): 3 clusters
  Score: Raw -1805991.736736 + Penalty 3154.493411 = -1802837.243325
  nChanged 21
		SP:Iteration 87Q (41550.510000 sec): 3 clusters
  Score: Raw -1805998.054548 + Penalty 3154.493411 = -1802843.561137
  nChanged 20
		SP:Iteration 88Q (41550.760000 sec): 3 clusters
  Score: Raw -1806006.040150 + Penalty 3154.493411 = -1802851.546739
  nChanged 22
		SP:Iteration 89Q (41551.090000 sec): 3 clusters
  Score: Raw -1806013.657281 + Penalty 3154.493411 = -1802859.163870
  nChanged 18
		SP:Iteration 90Q (41551.370000 sec): 3 clusters
  Score: Raw -1806020.418881 + Penalty 3154.493411 = -1802865.925470
  nChanged 20
		SP:Iteration 91Q (41551.620000 sec): 3 clusters
  Score: Raw -1806028.282881 + Penalty 3154.493411 = -1802873.789470
  nChanged 24
		SP:Iteration 92Q (41551.930000 sec): 3 clusters
  Score: Raw -1806042.844495 + Penalty 3154.493411 = -1802888.351084
  nChanged 24
		SP:Iteration 93Q (41552.190000 sec): 3 clusters
  Score: Raw -1806055.151541 + Penalty 3154.493411 = -1802900.658130
  nChanged 26
		SP:Iteration 94Q (41552.450000 sec): 3 clusters
  Score: Raw -1806064.522976 + Penalty 3154.493411 = -1802910.029565
  nChanged 23
		SP:Iteration 95Q (41552.700000 sec): 3 clusters
  Score: Raw -1806073.414011 + Penalty 3154.493411 = -1802918.920600
  nChanged 19
		SP:Iteration 96Q (41552.960000 sec): 3 clusters
  Score: Raw -1806081.579256 + Penalty 3154.493411 = -1802927.085845
  nChanged 17
		SP:Iteration 97Q (41553.200000 sec): 3 clusters
  Score: Raw -1806088.020566 + Penalty 3154.493411 = -1802933.527155
  nChanged 13
		SP:Iteration 98Q (41553.470000 sec): 3 clusters
  Score: Raw -1806094.566343 + Penalty 3154.493411 = -1802940.072932
  nChanged 15
		SP:Iteration 99Q (41553.680000 sec): 3 clusters
  Score: Raw -1806100.839269 + Penalty 3154.493411 = -1802946.345857
  nChanged 16
		SP:Iteration 100F (41553.930000 sec): 3 clusters
  Score: Raw -1806105.745183 + Penalty 3154.493411 = -1802951.251772
  nChanged 7
		SP:Iteration 101Q (41554.190000 sec): 3 clusters
  Score: Raw -1806108.439085 + Penalty 3154.493411 = -1802953.945673
  nChanged 8
		SP:Iteration 102Q (41554.410000 sec): 3 clusters
  Score: Raw -1806111.518770 + Penalty 3154.493411 = -1802957.025359
  nChanged 7
		SP:Iteration 103Q (41554.610000 sec): 3 clusters
  Score: Raw -1806113.895364 + Penalty 3154.493411 = -1802959.401953
  nChanged 4
		SP:Iteration 104Q (41554.880000 sec): 3 clusters
  Score: Raw -1806115.014276 + Penalty 3154.493411 = -1802960.520865
  nChanged 6
		SP:Iteration 105Q (41555.160000 sec): 3 clusters
  Score: Raw -1806117.680271 + Penalty 3154.493411 = -1802963.186859
  nChanged 8
		SP:Iteration 106Q (41555.440000 sec): 3 clusters
  Score: Raw -1806118.872272 + Penalty 3154.493411 = -1802964.378860
  nChanged 7
		SP:Iteration 107Q (41555.760000 sec): 3 clusters
  Score: Raw -1806121.551998 + Penalty 3154.493411 = -1802967.058587
  nChanged 7
		SP:Iteration 108Q (41556.080000 sec): 3 clusters
  Score: Raw -1806123.623281 + Penalty 3154.493411 = -1802969.129869
  nChanged 5
		SP:Iteration 109Q (41556.350000 sec): 3 clusters
  Score: Raw -1806124.857156 + Penalty 3154.493411 = -1802970.363745
  nChanged 4
		SP:Iteration 110Q (41556.700000 sec): 3 clusters
  Score: Raw -1806126.698516 + Penalty 3154.493411 = -1802972.205105
  nChanged 6
		SP:Iteration 111Q (41556.970000 sec): 3 clusters
  Score: Raw -1806128.515218 + Penalty 3154.493411 = -1802974.021806
  nChanged 5
		SP:Iteration 112Q (41557.270000 sec): 3 clusters
  Score: Raw -1806129.504273 + Penalty 3154.493411 = -1802975.010861
  nChanged 1
		SP:Iteration 113Q (41557.540000 sec): 3 clusters
  Score: Raw -1806129.859597 + Penalty 3154.493411 = -1802975.366185
  nChanged 1
		SP:Iteration 114Q (41557.820000 sec): 3 clusters
  Score: Raw -1806130.031584 + Penalty 3154.493411 = -1802975.538173
  nChanged 0
		SP:Iteration 115F (41558.100000 sec): 3 clusters
  Score: Raw -1806130.031584 + Penalty 3154.493411 = -1802975.538173
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 17 (10261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41558.240000 sec): 2 clusters
  Score: Raw -1177900.076553 + Penalty 1500.867157 = -1176399.209396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41558.480000 sec): 3 clusters
  Score: Raw -1172059.184147 + Penalty 3001.734313 = -1169057.449833
  nChanged 4431
		SP:Iteration 1F (41558.670000 sec): 3 clusters
  Score: Raw -1174483.949361 + Penalty 3001.734313 = -1171482.215047
  nChanged 593
		SP:Iteration 2F (41558.900000 sec): 3 clusters
  Score: Raw -1174746.023161 + Penalty 3001.734313 = -1171744.288848
  nChanged 544
		SP:Iteration 3F (41559.130000 sec): 3 clusters
  Score: Raw -1174976.136146 + Penalty 3001.734313 = -1171974.401832
  nChanged 454
		SP:Iteration 4Q (41559.340000 sec): 3 clusters
  Score: Raw -1175186.560692 + Penalty 3001.734313 = -1172184.826378
  nChanged 474
		SP:Iteration 5Q (41559.610000 sec): 3 clusters
  Score: Raw -1175442.289585 + Penalty 3001.734313 = -1172440.555271
  nChanged 517
		SP:Iteration 6F (41559.800000 sec): 3 clusters
  Score: Raw -1175780.379111 + Penalty 3001.734313 = -1172778.644797
  nChanged 556
		SP:Iteration 7F (41560.020000 sec): 3 clusters
  Score: Raw -1176238.742744 + Penalty 3001.734313 = -1173237.008431
  nChanged 585
		SP:Iteration 8F (41560.290000 sec): 3 clusters
  Score: Raw -1176797.687280 + Penalty 3001.734313 = -1173795.952967
  nChanged 574
		SP:Iteration 9F (41560.520000 sec): 3 clusters
  Score: Raw -1177361.056272 + Penalty 3001.734313 = -1174359.321959
  nChanged 534
		SP:Iteration 10F (41560.820000 sec): 3 clusters
  Score: Raw -1177914.507538 + Penalty 3001.734313 = -1174912.773225
  nChanged 433
		SP:Iteration 11Q (41561.060000 sec): 3 clusters
  Score: Raw -1178219.239356 + Penalty 3001.734313 = -1175217.505043
  nChanged 260
		SP:Iteration 12Q (41561.260000 sec): 3 clusters
  Score: Raw -1178354.821031 + Penalty 3001.734313 = -1175353.086717
  nChanged 179
		SP:Iteration 13Q (41561.480000 sec): 3 clusters
  Score: Raw -1178431.020833 + Penalty 3001.734313 = -1175429.286520
  nChanged 134
		SP:Iteration 14Q (41561.720000 sec): 3 clusters
  Score: Raw -1178491.235102 + Penalty 3001.734313 = -1175489.500788
  nChanged 125
		SP:Iteration 15Q (41561.930000 sec): 3 clusters
  Score: Raw -1178543.467559 + Penalty 3001.734313 = -1175541.733246
  nChanged 112
		SP:Iteration 16Q (41562.110000 sec): 3 clusters
  Score: Raw -1178592.479493 + Penalty 3001.734313 = -1175590.745179
  nChanged 104
		SP:Iteration 17Q (41562.380000 sec): 3 clusters
  Score: Raw -1178629.758417 + Penalty 3001.734313 = -1175628.024104
  nChanged 97
		SP:Iteration 18Q (41562.610000 sec): 3 clusters
  Score: Raw -1178667.255317 + Penalty 3001.734313 = -1175665.521003
  nChanged 100
		SP:Iteration 19Q (41562.850000 sec): 3 clusters
  Score: Raw -1178702.420235 + Penalty 3001.734313 = -1175700.685922
  nChanged 96
		SP:Iteration 20F (41563.110000 sec): 3 clusters
  Score: Raw -1178742.930225 + Penalty 3001.734313 = -1175741.195911
  nChanged 104
		SP:Iteration 21Q (41563.320000 sec): 3 clusters
  Score: Raw -1178785.255301 + Penalty 3001.734313 = -1175783.520987
  nChanged 102
		SP:Iteration 22Q (41563.590000 sec): 3 clusters
  Score: Raw -1178828.039854 + Penalty 3001.734313 = -1175826.305541
  nChanged 106
		SP:Iteration 23Q (41563.820000 sec): 3 clusters
  Score: Raw -1178866.971921 + Penalty 3001.734313 = -1175865.237607
  nChanged 91
		SP:Iteration 24Q (41564.070000 sec): 3 clusters
  Score: Raw -1178896.156674 + Penalty 3001.734313 = -1175894.422360
  nChanged 79
		SP:Iteration 25Q (41564.290000 sec): 3 clusters
  Score: Raw -1178921.126810 + Penalty 3001.734313 = -1175919.392497
  nChanged 78
		SP:Iteration 26Q (41564.510000 sec): 3 clusters
  Score: Raw -1178944.626950 + Penalty 3001.734313 = -1175942.892637
  nChanged 66
		SP:Iteration 27Q (41564.770000 sec): 3 clusters
  Score: Raw -1178963.902660 + Penalty 3001.734313 = -1175962.168346
  nChanged 46
		SP:Iteration 28Q (41564.940000 sec): 3 clusters
  Score: Raw -1178975.660257 + Penalty 3001.734313 = -1175973.925943
  nChanged 42
		SP:Iteration 29Q (41565.170000 sec): 3 clusters
  Score: Raw -1178985.112474 + Penalty 3001.734313 = -1175983.378160
  nChanged 29
		SP:Iteration 30Q (41565.460000 sec): 3 clusters
  Score: Raw -1178991.419416 + Penalty 3001.734313 = -1175989.685102
  nChanged 27
		SP:Iteration 31Q (41565.770000 sec): 3 clusters
  Score: Raw -1178996.228478 + Penalty 3001.734313 = -1175994.494164
  nChanged 23
		SP:Iteration 32Q (41565.990000 sec): 3 clusters
  Score: Raw -1178999.382783 + Penalty 3001.734313 = -1175997.648470
  nChanged 17
		SP:Iteration 33Q (41566.160000 sec): 3 clusters
  Score: Raw -1179001.800587 + Penalty 3001.734313 = -1176000.066273
  nChanged 15
		SP:Iteration 34Q (41566.400000 sec): 3 clusters
  Score: Raw -1179004.014213 + Penalty 3001.734313 = -1176002.279900
  nChanged 9
		SP:Iteration 35Q (41566.620000 sec): 3 clusters
  Score: Raw -1179005.064278 + Penalty 3001.734313 = -1176003.329964
  nChanged 6
		SP:Iteration 36Q (41566.810000 sec): 3 clusters
  Score: Raw -1179005.790613 + Penalty 3001.734313 = -1176004.056300
  nChanged 9
		SP:Iteration 37Q (41567.060000 sec): 3 clusters
  Score: Raw -1179007.093333 + Penalty 3001.734313 = -1176005.359019
  nChanged 10
		SP:Iteration 38Q (41567.300000 sec): 3 clusters
  Score: Raw -1179008.787093 + Penalty 3001.734313 = -1176007.052780
  nChanged 11
		SP:Iteration 39Q (41567.520000 sec): 3 clusters
  Score: Raw -1179010.440939 + Penalty 3001.734313 = -1176008.706625
  nChanged 14
		SP:Iteration 40F (41567.730000 sec): 3 clusters
  Score: Raw -1179012.464185 + Penalty 3001.734313 = -1176010.729872
  nChanged 18
		SP:Iteration 41Q (41567.970000 sec): 3 clusters
  Score: Raw -1179015.756431 + Penalty 3001.734313 = -1176014.022118
  nChanged 15
		SP:Iteration 42Q (41568.190000 sec): 3 clusters
  Score: Raw -1179017.649473 + Penalty 3001.734313 = -1176015.915160
  nChanged 12
		SP:Iteration 43Q (41568.430000 sec): 3 clusters
  Score: Raw -1179019.180305 + Penalty 3001.734313 = -1176017.445991
  nChanged 16
		SP:Iteration 44Q (41568.710000 sec): 3 clusters
  Score: Raw -1179021.533711 + Penalty 3001.734313 = -1176019.799397
  nChanged 10
		SP:Iteration 45Q (41568.960000 sec): 3 clusters
  Score: Raw -1179022.958231 + Penalty 3001.734313 = -1176021.223918
  nChanged 11
		SP:Iteration 46Q (41569.220000 sec): 3 clusters
  Score: Raw -1179024.269017 + Penalty 3001.734313 = -1176022.534703
  nChanged 7
		SP:Iteration 47Q (41569.400000 sec): 3 clusters
  Score: Raw -1179025.028512 + Penalty 3001.734313 = -1176023.294199
  nChanged 10
		SP:Iteration 48Q (41569.660000 sec): 3 clusters
  Score: Raw -1179026.310021 + Penalty 3001.734313 = -1176024.575708
  nChanged 12
		SP:Iteration 49Q (41569.880000 sec): 3 clusters
  Score: Raw -1179027.632913 + Penalty 3001.734313 = -1176025.898599
  nChanged 7
		SP:Iteration 50Q (41570.140000 sec): 3 clusters
  Score: Raw -1179028.365983 + Penalty 3001.734313 = -1176026.631670
  nChanged 6
		SP:Iteration 51Q (41570.390000 sec): 3 clusters
  Score: Raw -1179028.907140 + Penalty 3001.734313 = -1176027.172827
  nChanged 9
		SP:Iteration 52Q (41570.610000 sec): 3 clusters
  Score: Raw -1179030.016807 + Penalty 3001.734313 = -1176028.282494
  nChanged 7
		SP:Iteration 53Q (41570.800000 sec): 3 clusters
  Score: Raw -1179030.614772 + Penalty 3001.734313 = -1176028.880458
  nChanged 2
		SP:Iteration 54Q (41571.080000 sec): 3 clusters
  Score: Raw -1179030.895346 + Penalty 3001.734313 = -1176029.161032
  nChanged 3
		SP:Iteration 55Q (41571.280000 sec): 3 clusters
  Score: Raw -1179031.226642 + Penalty 3001.734313 = -1176029.492328
  nChanged 3
		SP:Iteration 56Q (41571.530000 sec): 3 clusters
  Score: Raw -1179031.520538 + Penalty 3001.734313 = -1176029.786224
  nChanged 4
		SP:Iteration 57Q (41571.800000 sec): 3 clusters
  Score: Raw -1179031.851393 + Penalty 3001.734313 = -1176030.117080
  nChanged 2
		SP:Iteration 58Q (41572.040000 sec): 3 clusters
  Score: Raw -1179032.094617 + Penalty 3001.734313 = -1176030.360303
  nChanged 3
		SP:Iteration 59Q (41572.300000 sec): 3 clusters
  Score: Raw -1179032.292385 + Penalty 3001.734313 = -1176030.558072
  nChanged 0
		SP:Iteration 60F (41572.480000 sec): 3 clusters
  Score: Raw -1179032.292385 + Penalty 3001.734313 = -1176030.558072
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 18 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41572.610000 sec): 2 clusters
  Score: Raw -138526.223019 + Penalty 1165.518994 = -137360.704026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41572.770000 sec): 3 clusters
  Score: Raw -138083.749582 + Penalty 2331.037988 = -135752.711594
  nChanged 424
		SP:Iteration 1F (41572.930000 sec): 3 clusters
  Score: Raw -138474.443622 + Penalty 2331.037988 = -136143.405634
  nChanged 109
		SP:Iteration 2F (41573.100000 sec): 3 clusters
  Score: Raw -138603.153093 + Penalty 2331.037988 = -136272.115106
  nChanged 79
		SP:Iteration 3F (41573.330000 sec): 3 clusters
  Score: Raw -138709.312260 + Penalty 2331.037988 = -136378.274272
  nChanged 64
		SP:Iteration 4Q (41573.560000 sec): 3 clusters
  Score: Raw -138793.242733 + Penalty 2331.037988 = -136462.204746
  nChanged 51
		SP:Iteration 5Q (41573.770000 sec): 3 clusters
  Score: Raw -138851.665519 + Penalty 2331.037988 = -136520.627531
  nChanged 40
		SP:Iteration 6Q (41573.960000 sec): 3 clusters
  Score: Raw -138894.655409 + Penalty 2331.037988 = -136563.617421
  nChanged 35
		SP:Iteration 7Q (41574.170000 sec): 3 clusters
  Score: Raw -138932.935834 + Penalty 2331.037988 = -136601.897846
  nChanged 39
		SP:Iteration 8Q (41574.330000 sec): 3 clusters
  Score: Raw -138970.362244 + Penalty 2331.037988 = -136639.324256
  nChanged 27
		SP:Iteration 9Q (41574.510000 sec): 3 clusters
  Score: Raw -139002.218684 + Penalty 2331.037988 = -136671.180697
  nChanged 27
		SP:Iteration 10Q (41574.740000 sec): 3 clusters
  Score: Raw -139028.516001 + Penalty 2331.037988 = -136697.478014
  nChanged 18
		SP:Iteration 11Q (41574.910000 sec): 3 clusters
  Score: Raw -139048.469937 + Penalty 2331.037988 = -136717.431950
  nChanged 19
		SP:Iteration 12Q (41575.160000 sec): 3 clusters
  Score: Raw -139066.299136 + Penalty 2331.037988 = -136735.261148
  nChanged 17
		SP:Iteration 13Q (41575.320000 sec): 3 clusters
  Score: Raw -139077.727549 + Penalty 2331.037988 = -136746.689561
  nChanged 15
		SP:Iteration 14Q (41575.580000 sec): 3 clusters
  Score: Raw -139088.951709 + Penalty 2331.037988 = -136757.913721
  nChanged 15
		SP:Iteration 15Q (41575.760000 sec): 3 clusters
  Score: Raw -139101.718627 + Penalty 2331.037988 = -136770.680640
  nChanged 11
		SP:Iteration 16Q (41575.940000 sec): 3 clusters
  Score: Raw -139114.942677 + Penalty 2331.037988 = -136783.904689
  nChanged 15
		SP:Iteration 17Q (41576.060000 sec): 3 clusters
  Score: Raw -139135.441993 + Penalty 2331.037988 = -136804.404006
  nChanged 22
		SP:Iteration 18Q (41576.260000 sec): 3 clusters
  Score: Raw -139166.512634 + Penalty 2331.037988 = -136835.474646
  nChanged 28
		SP:Iteration 19Q (41576.490000 sec): 3 clusters
  Score: Raw -139201.861005 + Penalty 2331.037988 = -136870.823017
  nChanged 26
		SP:Iteration 20F (41576.640000 sec): 3 clusters
  Score: Raw -139233.172555 + Penalty 2331.037988 = -136902.134567
  nChanged 23
		SP:Iteration 21Q (41576.890000 sec): 3 clusters
  Score: Raw -139262.970886 + Penalty 2331.037988 = -136931.932899
  nChanged 20
		SP:Iteration 22Q (41577.090000 sec): 3 clusters
  Score: Raw -139279.271899 + Penalty 2331.037988 = -136948.233911
  nChanged 11
		SP:Iteration 23Q (41577.290000 sec): 3 clusters
  Score: Raw -139287.059886 + Penalty 2331.037988 = -136956.021899
  nChanged 2
		SP:Iteration 24Q (41577.520000 sec): 3 clusters
  Score: Raw -139289.258169 + Penalty 2331.037988 = -136958.220182
  nChanged 2
		SP:Iteration 25Q (41577.730000 sec): 3 clusters
  Score: Raw -139291.641249 + Penalty 2331.037988 = -136960.603262
  nChanged 5
		SP:Iteration 26Q (41577.980000 sec): 3 clusters
  Score: Raw -139296.079284 + Penalty 2331.037988 = -136965.041297
  nChanged 4
		SP:Iteration 27Q (41578.170000 sec): 3 clusters
  Score: Raw -139299.932037 + Penalty 2331.037988 = -136968.894049
  nChanged 3
		SP:Iteration 28Q (41578.400000 sec): 3 clusters
  Score: Raw -139302.493131 + Penalty 2331.037988 = -136971.455144
  nChanged 2
		SP:Iteration 29Q (41578.520000 sec): 3 clusters
  Score: Raw -139303.388974 + Penalty 2331.037988 = -136972.350986
  nChanged 1
		SP:Iteration 30Q (41578.730000 sec): 3 clusters
  Score: Raw -139305.164617 + Penalty 2331.037988 = -136974.126629
  nChanged 1
		SP:Iteration 31Q (41578.960000 sec): 3 clusters
  Score: Raw -139305.989066 + Penalty 2331.037988 = -136974.951079
  nChanged 1
		SP:Iteration 32Q (41579.150000 sec): 3 clusters
  Score: Raw -139306.457457 + Penalty 2331.037988 = -136975.419469
  nChanged 0
		SP:Iteration 33F (41579.370000 sec): 3 clusters
  Score: Raw -139306.457457 + Penalty 2331.037988 = -136975.419469
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 19 (18037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41579.520000 sec): 2 clusters
  Score: Raw -2126765.724252 + Penalty 1592.529328 = -2125173.194924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41579.770000 sec): 3 clusters
  Score: Raw -2116113.112261 + Penalty 3185.058657 = -2112928.053604
  nChanged 7948
		SP:Iteration 1F (41580.030000 sec): 3 clusters
  Score: Raw -2120596.844797 + Penalty 3185.058657 = -2117411.786140
  nChanged 1076
		SP:Iteration 2F (41580.350000 sec): 3 clusters
  Score: Raw -2121148.085072 + Penalty 3185.058657 = -2117963.026416
  nChanged 1176
		SP:Iteration 3F (41580.660000 sec): 3 clusters
  Score: Raw -2121819.001209 + Penalty 3185.058657 = -2118633.942552
  nChanged 1193
		SP:Iteration 4F (41580.910000 sec): 3 clusters
  Score: Raw -2122616.096789 + Penalty 3185.058657 = -2119431.038132
  nChanged 1244
		SP:Iteration 5F (41581.220000 sec): 3 clusters
  Score: Raw -2123494.297131 + Penalty 3185.058657 = -2120309.238474
  nChanged 1162
		SP:Iteration 6F (41581.480000 sec): 3 clusters
  Score: Raw -2124355.414885 + Penalty 3185.058657 = -2121170.356228
  nChanged 1012
		SP:Iteration 7F (41581.720000 sec): 3 clusters
  Score: Raw -2125134.099880 + Penalty 3185.058657 = -2121949.041223
  nChanged 830
		SP:Iteration 8Q (41581.990000 sec): 3 clusters
  Score: Raw -2125736.598716 + Penalty 3185.058657 = -2122551.540059
  nChanged 642
		SP:Iteration 9Q (41582.230000 sec): 3 clusters
  Score: Raw -2126151.754432 + Penalty 3185.058657 = -2122966.695776
  nChanged 473
		SP:Iteration 10Q (41582.490000 sec): 3 clusters
  Score: Raw -2126391.082775 + Penalty 3185.058657 = -2123206.024118
  nChanged 312
		SP:Iteration 11Q (41582.730000 sec): 3 clusters
  Score: Raw -2126520.348125 + Penalty 3185.058657 = -2123335.289468
  nChanged 215
		SP:Iteration 12Q (41583.030000 sec): 3 clusters
  Score: Raw -2126595.443169 + Penalty 3185.058657 = -2123410.384512
  nChanged 153
		SP:Iteration 13Q (41583.310000 sec): 3 clusters
  Score: Raw -2126644.990866 + Penalty 3185.058657 = -2123459.932209
  nChanged 134
		SP:Iteration 14Q (41583.620000 sec): 3 clusters
  Score: Raw -2126681.780945 + Penalty 3185.058657 = -2123496.722288
  nChanged 114
		SP:Iteration 15Q (41583.970000 sec): 3 clusters
  Score: Raw -2126706.725375 + Penalty 3185.058657 = -2123521.666719
  nChanged 80
		SP:Iteration 16Q (41584.250000 sec): 3 clusters
  Score: Raw -2126724.373954 + Penalty 3185.058657 = -2123539.315297
  nChanged 72
		SP:Iteration 17Q (41584.510000 sec): 3 clusters
  Score: Raw -2126738.800322 + Penalty 3185.058657 = -2123553.741666
  nChanged 65
		SP:Iteration 18Q (41584.780000 sec): 3 clusters
  Score: Raw -2126753.978843 + Penalty 3185.058657 = -2123568.920186
  nChanged 57
		SP:Iteration 19Q (41585.000000 sec): 3 clusters
  Score: Raw -2126765.099038 + Penalty 3185.058657 = -2123580.040381
  nChanged 49
		SP:Iteration 20F (41585.290000 sec): 3 clusters
  Score: Raw -2126773.740792 + Penalty 3185.058657 = -2123588.682135
  nChanged 49
		SP:Iteration 21Q (41585.530000 sec): 3 clusters
  Score: Raw -2126784.325089 + Penalty 3185.058657 = -2123599.266432
  nChanged 47
		SP:Iteration 22Q (41585.830000 sec): 3 clusters
  Score: Raw -2126793.308354 + Penalty 3185.058657 = -2123608.249697
  nChanged 42
		SP:Iteration 23Q (41586.090000 sec): 3 clusters
  Score: Raw -2126800.991659 + Penalty 3185.058657 = -2123615.933002
  nChanged 40
		SP:Iteration 24Q (41586.310000 sec): 3 clusters
  Score: Raw -2126807.502283 + Penalty 3185.058657 = -2123622.443626
  nChanged 43
		SP:Iteration 25Q (41586.620000 sec): 3 clusters
  Score: Raw -2126814.211381 + Penalty 3185.058657 = -2123629.152724
  nChanged 41
		SP:Iteration 26Q (41586.850000 sec): 3 clusters
  Score: Raw -2126819.800754 + Penalty 3185.058657 = -2123634.742097
  nChanged 36
		SP:Iteration 27Q (41587.110000 sec): 3 clusters
  Score: Raw -2126825.299751 + Penalty 3185.058657 = -2123640.241094
  nChanged 29
		SP:Iteration 28Q (41587.370000 sec): 3 clusters
  Score: Raw -2126828.900591 + Penalty 3185.058657 = -2123643.841934
  nChanged 27
		SP:Iteration 29Q (41587.630000 sec): 3 clusters
  Score: Raw -2126831.684069 + Penalty 3185.058657 = -2123646.625412
  nChanged 21
		SP:Iteration 30Q (41587.910000 sec): 3 clusters
  Score: Raw -2126834.073638 + Penalty 3185.058657 = -2123649.014981
  nChanged 17
		SP:Iteration 31Q (41588.150000 sec): 3 clusters
  Score: Raw -2126836.858771 + Penalty 3185.058657 = -2123651.800114
  nChanged 20
		SP:Iteration 32Q (41588.410000 sec): 3 clusters
  Score: Raw -2126840.766319 + Penalty 3185.058657 = -2123655.707663
  nChanged 24
		SP:Iteration 33Q (41588.660000 sec): 3 clusters
  Score: Raw -2126843.574322 + Penalty 3185.058657 = -2123658.515665
  nChanged 26
		SP:Iteration 34Q (41588.920000 sec): 3 clusters
  Score: Raw -2126846.668224 + Penalty 3185.058657 = -2123661.609567
  nChanged 20
		SP:Iteration 35Q (41589.150000 sec): 3 clusters
  Score: Raw -2126849.159456 + Penalty 3185.058657 = -2123664.100799
  nChanged 16
		SP:Iteration 36Q (41589.400000 sec): 3 clusters
  Score: Raw -2126851.066618 + Penalty 3185.058657 = -2123666.007961
  nChanged 19
		SP:Iteration 37Q (41589.670000 sec): 3 clusters
  Score: Raw -2126852.610314 + Penalty 3185.058657 = -2123667.551657
  nChanged 7
		SP:Iteration 38Q (41589.890000 sec): 3 clusters
  Score: Raw -2126853.182960 + Penalty 3185.058657 = -2123668.124303
  nChanged 10
		SP:Iteration 39Q (41590.150000 sec): 3 clusters
  Score: Raw -2126854.165326 + Penalty 3185.058657 = -2123669.106669
  nChanged 11
		SP:Iteration 40F (41590.420000 sec): 3 clusters
  Score: Raw -2126855.313945 + Penalty 3185.058657 = -2123670.255288
  nChanged 14
		SP:Iteration 41Q (41590.650000 sec): 3 clusters
  Score: Raw -2126856.597996 + Penalty 3185.058657 = -2123671.539339
  nChanged 13
		SP:Iteration 42Q (41590.910000 sec): 3 clusters
  Score: Raw -2126858.316584 + Penalty 3185.058657 = -2123673.257927
  nChanged 22
		SP:Iteration 43Q (41591.180000 sec): 3 clusters
  Score: Raw -2126860.872880 + Penalty 3185.058657 = -2123675.814223
  nChanged 21
		SP:Iteration 44Q (41591.430000 sec): 3 clusters
  Score: Raw -2126863.399747 + Penalty 3185.058657 = -2123678.341090
  nChanged 14
		SP:Iteration 45Q (41591.680000 sec): 3 clusters
  Score: Raw -2126864.667721 + Penalty 3185.058657 = -2123679.609064
  nChanged 12
		SP:Iteration 46Q (41591.920000 sec): 3 clusters
  Score: Raw -2126866.285669 + Penalty 3185.058657 = -2123681.227012
  nChanged 15
		SP:Iteration 47Q (41592.130000 sec): 3 clusters
  Score: Raw -2126867.938682 + Penalty 3185.058657 = -2123682.880025
  nChanged 13
		SP:Iteration 48Q (41592.390000 sec): 3 clusters
  Score: Raw -2126869.557275 + Penalty 3185.058657 = -2123684.498619
  nChanged 11
		SP:Iteration 49Q (41592.600000 sec): 3 clusters
  Score: Raw -2126870.660291 + Penalty 3185.058657 = -2123685.601634
  nChanged 5
		SP:Iteration 50Q (41592.870000 sec): 3 clusters
  Score: Raw -2126871.301842 + Penalty 3185.058657 = -2123686.243185
  nChanged 11
		SP:Iteration 51Q (41593.130000 sec): 3 clusters
  Score: Raw -2126872.208625 + Penalty 3185.058657 = -2123687.149968
  nChanged 9
		SP:Iteration 52Q (41593.390000 sec): 3 clusters
  Score: Raw -2126873.278385 + Penalty 3185.058657 = -2123688.219728
  nChanged 13
		SP:Iteration 53Q (41593.700000 sec): 3 clusters
  Score: Raw -2126874.894254 + Penalty 3185.058657 = -2123689.835597
  nChanged 14
		SP:Iteration 54Q (41593.900000 sec): 3 clusters
  Score: Raw -2126877.441022 + Penalty 3185.058657 = -2123692.382365
  nChanged 20
		SP:Iteration 55Q (41594.170000 sec): 3 clusters
  Score: Raw -2126880.801690 + Penalty 3185.058657 = -2123695.743033
  nChanged 26
		SP:Iteration 56Q (41594.430000 sec): 3 clusters
  Score: Raw -2126885.258462 + Penalty 3185.058657 = -2123700.199806
  nChanged 26
		SP:Iteration 57Q (41594.690000 sec): 3 clusters
  Score: Raw -2126888.857955 + Penalty 3185.058657 = -2123703.799298
  nChanged 20
		SP:Iteration 58Q (41594.990000 sec): 3 clusters
  Score: Raw -2126891.050526 + Penalty 3185.058657 = -2123705.991869
  nChanged 15
		SP:Iteration 59Q (41595.270000 sec): 3 clusters
  Score: Raw -2126892.346972 + Penalty 3185.058657 = -2123707.288315
  nChanged 10
		SP:Iteration 60F (41595.560000 sec): 3 clusters
  Score: Raw -2126893.405359 + Penalty 3185.058657 = -2123708.346702
  nChanged 9
		SP:Iteration 61Q (41595.810000 sec): 3 clusters
  Score: Raw -2126894.217767 + Penalty 3185.058657 = -2123709.159110
  nChanged 7
		SP:Iteration 62Q (41596.040000 sec): 3 clusters
  Score: Raw -2126895.015406 + Penalty 3185.058657 = -2123709.956749
  nChanged 10
		SP:Iteration 63Q (41596.280000 sec): 3 clusters
  Score: Raw -2126896.013487 + Penalty 3185.058657 = -2123710.954830
  nChanged 11
		SP:Iteration 64Q (41596.580000 sec): 3 clusters
  Score: Raw -2126897.118855 + Penalty 3185.058657 = -2123712.060198
  nChanged 12
		SP:Iteration 65Q (41596.870000 sec): 3 clusters
  Score: Raw -2126898.954249 + Penalty 3185.058657 = -2123713.895593
  nChanged 18
		SP:Iteration 66Q (41597.150000 sec): 3 clusters
  Score: Raw -2126901.624462 + Penalty 3185.058657 = -2123716.565805
  nChanged 25
		SP:Iteration 67Q (41597.490000 sec): 3 clusters
  Score: Raw -2126905.345666 + Penalty 3185.058657 = -2123720.287009
  nChanged 24
		SP:Iteration 68Q (41597.690000 sec): 3 clusters
  Score: Raw -2126908.178217 + Penalty 3185.058657 = -2123723.119560
  nChanged 19
		SP:Iteration 69Q (41597.970000 sec): 3 clusters
  Score: Raw -2126910.475234 + Penalty 3185.058657 = -2123725.416577
  nChanged 24
		SP:Iteration 70Q (41598.210000 sec): 3 clusters
  Score: Raw -2126913.829887 + Penalty 3185.058657 = -2123728.771230
  nChanged 28
		SP:Iteration 71Q (41598.510000 sec): 3 clusters
  Score: Raw -2126917.824958 + Penalty 3185.058657 = -2123732.766301
  nChanged 23
		SP:Iteration 72Q (41598.750000 sec): 3 clusters
  Score: Raw -2126921.143126 + Penalty 3185.058657 = -2123736.084469
  nChanged 22
		SP:Iteration 73Q (41599.030000 sec): 3 clusters
  Score: Raw -2126923.841676 + Penalty 3185.058657 = -2123738.783020
  nChanged 21
		SP:Iteration 74Q (41599.340000 sec): 3 clusters
  Score: Raw -2126925.744041 + Penalty 3185.058657 = -2123740.685384
  nChanged 11
		SP:Iteration 75Q (41599.570000 sec): 3 clusters
  Score: Raw -2126927.159426 + Penalty 3185.058657 = -2123742.100769
  nChanged 15
		SP:Iteration 76Q (41599.840000 sec): 3 clusters
  Score: Raw -2126928.845272 + Penalty 3185.058657 = -2123743.786615
  nChanged 13
		SP:Iteration 77Q (41600.130000 sec): 3 clusters
  Score: Raw -2126930.587252 + Penalty 3185.058657 = -2123745.528595
  nChanged 12
		SP:Iteration 78Q (41600.310000 sec): 3 clusters
  Score: Raw -2126932.127513 + Penalty 3185.058657 = -2123747.068856
  nChanged 17
		SP:Iteration 79Q (41600.600000 sec): 3 clusters
  Score: Raw -2126933.729077 + Penalty 3185.058657 = -2123748.670420
  nChanged 11
		SP:Iteration 80F (41600.850000 sec): 3 clusters
  Score: Raw -2126934.828425 + Penalty 3185.058657 = -2123749.769769
  nChanged 10
		SP:Iteration 81Q (41601.100000 sec): 3 clusters
  Score: Raw -2126936.274990 + Penalty 3185.058657 = -2123751.216333
  nChanged 8
		SP:Iteration 82Q (41601.320000 sec): 3 clusters
  Score: Raw -2126937.134727 + Penalty 3185.058657 = -2123752.076070
  nChanged 8
		SP:Iteration 83Q (41601.600000 sec): 3 clusters
  Score: Raw -2126938.043479 + Penalty 3185.058657 = -2123752.984822
  nChanged 8
		SP:Iteration 84Q (41601.850000 sec): 3 clusters
  Score: Raw -2126938.773786 + Penalty 3185.058657 = -2123753.715129
  nChanged 4
		SP:Iteration 85Q (41602.120000 sec): 3 clusters
  Score: Raw -2126939.229063 + Penalty 3185.058657 = -2123754.170406
  nChanged 4
		SP:Iteration 86Q (41602.410000 sec): 3 clusters
  Score: Raw -2126939.607483 + Penalty 3185.058657 = -2123754.548826
  nChanged 6
		SP:Iteration 87Q (41602.650000 sec): 3 clusters
  Score: Raw -2126940.155971 + Penalty 3185.058657 = -2123755.097314
  nChanged 1
		SP:Iteration 88Q (41602.930000 sec): 3 clusters
  Score: Raw -2126940.313176 + Penalty 3185.058657 = -2123755.254519
  nChanged 4
		SP:Iteration 89Q (41603.170000 sec): 3 clusters
  Score: Raw -2126941.016809 + Penalty 3185.058657 = -2123755.958152
  nChanged 8
		SP:Iteration 90Q (41603.420000 sec): 3 clusters
  Score: Raw -2126941.944906 + Penalty 3185.058657 = -2123756.886249
  nChanged 5
		SP:Iteration 91Q (41603.710000 sec): 3 clusters
  Score: Raw -2126942.552954 + Penalty 3185.058657 = -2123757.494297
  nChanged 3
		SP:Iteration 92Q (41603.970000 sec): 3 clusters
  Score: Raw -2126942.954730 + Penalty 3185.058657 = -2123757.896073
  nChanged 2
		SP:Iteration 93Q (41604.260000 sec): 3 clusters
  Score: Raw -2126943.100501 + Penalty 3185.058657 = -2123758.041844
  nChanged 2
		SP:Iteration 94Q (41604.510000 sec): 3 clusters
  Score: Raw -2126943.270662 + Penalty 3185.058657 = -2123758.212005
  nChanged 0
		SP:Iteration 95F (41604.790000 sec): 3 clusters
  Score: Raw -2126943.270662 + Penalty 3185.058657 = -2123758.212005
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 20 (155336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41605.610000 sec): 2 clusters
  Score: Raw -17706434.436962 + Penalty 1942.418691 = -17704492.018271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41606.550000 sec): 3 clusters
  Score: Raw -17604326.645667 + Penalty 3884.837382 = -17600441.808284
  nChanged 74726
		SP:Iteration 1F (41607.510000 sec): 3 clusters
  Score: Raw -17651152.818315 + Penalty 3884.837382 = -17647267.980933
  nChanged 7432
		SP:Iteration 2Q (41608.440000 sec): 3 clusters
  Score: Raw -17654210.088328 + Penalty 3884.837382 = -17650325.250946
  nChanged 8436
		SP:Iteration 3F (41609.360000 sec): 3 clusters
  Score: Raw -17658316.960847 + Penalty 3884.837382 = -17654432.123465
  nChanged 9605
		SP:Iteration 4F (41610.380000 sec): 3 clusters
  Score: Raw -17663885.608716 + Penalty 3884.837382 = -17660000.771334
  nChanged 10480
		SP:Iteration 5F (41611.290000 sec): 3 clusters
  Score: Raw -17671026.458567 + Penalty 3884.837382 = -17667141.621185
  nChanged 10432
		SP:Iteration 6F (41612.240000 sec): 3 clusters
  Score: Raw -17678972.316926 + Penalty 3884.837382 = -17675087.479543
  nChanged 9479
		SP:Iteration 7F (41613.230000 sec): 3 clusters
  Score: Raw -17686624.374281 + Penalty 3884.837382 = -17682739.536898
  nChanged 7790
		SP:Iteration 8F (41614.170000 sec): 3 clusters
  Score: Raw -17692917.006267 + Penalty 3884.837382 = -17689032.168885
  nChanged 5857
		SP:Iteration 9Q (41615.090000 sec): 3 clusters
  Score: Raw -17697473.978559 + Penalty 3884.837382 = -17693589.141177
  nChanged 4339
		SP:Iteration 10Q (41615.950000 sec): 3 clusters
  Score: Raw -17700651.871379 + Penalty 3884.837382 = -17696767.033997
  nChanged 3149
		SP:Iteration 11Q (41616.760000 sec): 3 clusters
  Score: Raw -17702845.810100 + Penalty 3884.837382 = -17698960.972718
  nChanged 2253
		SP:Iteration 12Q (41617.590000 sec): 3 clusters
  Score: Raw -17704336.479281 + Penalty 3884.837382 = -17700451.641899
  nChanged 1577
		SP:Iteration 13Q (41618.420000 sec): 3 clusters
  Score: Raw -17705328.499522 + Penalty 3884.837382 = -17701443.662140
  nChanged 1075
		SP:Iteration 14Q (41619.300000 sec): 3 clusters
  Score: Raw -17705975.196316 + Penalty 3884.837382 = -17702090.358934
  nChanged 722
		SP:Iteration 15Q (41620.140000 sec): 3 clusters
  Score: Raw -17706380.859993 + Penalty 3884.837382 = -17702496.022611
  nChanged 474
		SP:Iteration 16Q (41620.920000 sec): 3 clusters
  Score: Raw -17706611.937014 + Penalty 3884.837382 = -17702727.099632
  nChanged 344
		SP:Iteration 17Q (41621.730000 sec): 3 clusters
  Score: Raw -17706772.123465 + Penalty 3884.837382 = -17702887.286082
  nChanged 251
		SP:Iteration 18Q (41622.600000 sec): 3 clusters
  Score: Raw -17706872.933050 + Penalty 3884.837382 = -17702988.095667
  nChanged 170
		SP:Iteration 19Q (41623.340000 sec): 3 clusters
  Score: Raw -17706932.618636 + Penalty 3884.837382 = -17703047.781254
  nChanged 134
		SP:Iteration 20F (41624.160000 sec): 3 clusters
  Score: Raw -17706982.091441 + Penalty 3884.837382 = -17703097.254058
  nChanged 121
		SP:Iteration 21Q (41624.880000 sec): 3 clusters
  Score: Raw -17707028.004161 + Penalty 3884.837382 = -17703143.166779
  nChanged 103
		SP:Iteration 22Q (41625.720000 sec): 3 clusters
  Score: Raw -17707066.233202 + Penalty 3884.837382 = -17703181.395819
  nChanged 72
		SP:Iteration 23Q (41626.470000 sec): 3 clusters
  Score: Raw -17707090.538744 + Penalty 3884.837382 = -17703205.701362
  nChanged 59
		SP:Iteration 24Q (41627.280000 sec): 3 clusters
  Score: Raw -17707106.675984 + Penalty 3884.837382 = -17703221.838602
  nChanged 37
		SP:Iteration 25Q (41628.100000 sec): 3 clusters
  Score: Raw -17707114.868770 + Penalty 3884.837382 = -17703230.031387
  nChanged 27
		SP:Iteration 26Q (41628.830000 sec): 3 clusters
  Score: Raw -17707122.625805 + Penalty 3884.837382 = -17703237.788423
  nChanged 24
		SP:Iteration 27Q (41629.620000 sec): 3 clusters
  Score: Raw -17707129.383905 + Penalty 3884.837382 = -17703244.546522
  nChanged 35
		SP:Iteration 28Q (41630.350000 sec): 3 clusters
  Score: Raw -17707137.561765 + Penalty 3884.837382 = -17703252.724383
  nChanged 21
		SP:Iteration 29Q (41631.150000 sec): 3 clusters
  Score: Raw -17707141.331603 + Penalty 3884.837382 = -17703256.494220
  nChanged 22
		SP:Iteration 30Q (41632.040000 sec): 3 clusters
  Score: Raw -17707145.397257 + Penalty 3884.837382 = -17703260.559875
  nChanged 14
		SP:Iteration 31Q (41632.920000 sec): 3 clusters
  Score: Raw -17707148.775046 + Penalty 3884.837382 = -17703263.937664
  nChanged 18
		SP:Iteration 32Q (41633.810000 sec): 3 clusters
  Score: Raw -17707152.838009 + Penalty 3884.837382 = -17703268.000626
  nChanged 18
		SP:Iteration 33Q (41634.580000 sec): 3 clusters
  Score: Raw -17707158.073843 + Penalty 3884.837382 = -17703273.236461
  nChanged 18
		SP:Iteration 34Q (41635.270000 sec): 3 clusters
  Score: Raw -17707162.880686 + Penalty 3884.837382 = -17703278.043304
  nChanged 14
		SP:Iteration 35Q (41636.040000 sec): 3 clusters
  Score: Raw -17707165.467763 + Penalty 3884.837382 = -17703280.630380
  nChanged 9
		SP:Iteration 36Q (41636.980000 sec): 3 clusters
  Score: Raw -17707167.479550 + Penalty 3884.837382 = -17703282.642168
  nChanged 9
		SP:Iteration 37Q (41637.820000 sec): 3 clusters
  Score: Raw -17707169.543667 + Penalty 3884.837382 = -17703284.706285
  nChanged 10
		SP:Iteration 38Q (41638.640000 sec): 3 clusters
  Score: Raw -17707172.138116 + Penalty 3884.837382 = -17703287.300734
  nChanged 8
		SP:Iteration 39Q (41639.360000 sec): 3 clusters
  Score: Raw -17707174.169590 + Penalty 3884.837382 = -17703289.332207
  nChanged 6
		SP:Iteration 40F (41640.310000 sec): 3 clusters
  Score: Raw -17707175.469634 + Penalty 3884.837382 = -17703290.632252
  nChanged 5
		SP:Iteration 41Q (41641.140000 sec): 3 clusters
  Score: Raw -17707176.356717 + Penalty 3884.837382 = -17703291.519335
  nChanged 1
		SP:Iteration 42Q (41641.930000 sec): 3 clusters
  Score: Raw -17707176.570783 + Penalty 3884.837382 = -17703291.733401
  nChanged 1
		SP:Iteration 43Q (41642.750000 sec): 3 clusters
  Score: Raw -17707176.766595 + Penalty 3884.837382 = -17703291.929213
  nChanged 2
		SP:Iteration 44Q (41643.530000 sec): 3 clusters
  Score: Raw -17707177.322312 + Penalty 3884.837382 = -17703292.484930
  nChanged 2
		SP:Iteration 45Q (41644.330000 sec): 3 clusters
  Score: Raw -17707177.670813 + Penalty 3884.837382 = -17703292.833431
  nChanged 2
		SP:Iteration 46Q (41645.080000 sec): 3 clusters
  Score: Raw -17707178.004134 + Penalty 3884.837382 = -17703293.166751
  nChanged 2
		SP:Iteration 47Q (41645.790000 sec): 3 clusters
  Score: Raw -17707178.292748 + Penalty 3884.837382 = -17703293.455366
  nChanged 1
		SP:Iteration 48Q (41646.550000 sec): 3 clusters
  Score: Raw -17707178.510022 + Penalty 3884.837382 = -17703293.672640
  nChanged 2
		SP:Iteration 49Q (41647.320000 sec): 3 clusters
  Score: Raw -17707179.007038 + Penalty 3884.837382 = -17703294.169656
  nChanged 4
		SP:Iteration 50Q (41648.160000 sec): 3 clusters
  Score: Raw -17707179.780837 + Penalty 3884.837382 = -17703294.943454
  nChanged 2
		SP:Iteration 51Q (41648.900000 sec): 3 clusters
  Score: Raw -17707180.339643 + Penalty 3884.837382 = -17703295.502260
  nChanged 0
		SP:Iteration 52F (41649.840000 sec): 3 clusters
  Score: Raw -17707180.339643 + Penalty 3884.837382 = -17703295.502260
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 21 (3937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41649.980000 sec): 2 clusters
  Score: Raw -490505.801378 + Penalty 1345.203322 = -489160.598056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41650.220000 sec): 3 clusters
  Score: Raw -488534.911356 + Penalty 2690.406645 = -485844.504711
  nChanged 1547
		SP:Iteration 1F (41650.440000 sec): 3 clusters
  Score: Raw -489390.083226 + Penalty 2690.406645 = -486699.676581
  nChanged 269
		SP:Iteration 2F (41650.680000 sec): 3 clusters
  Score: Raw -489541.608833 + Penalty 2690.406645 = -486851.202188
  nChanged 189
		SP:Iteration 3Q (41650.820000 sec): 3 clusters
  Score: Raw -489625.242122 + Penalty 2690.406645 = -486934.835478
  nChanged 133
		SP:Iteration 4Q (41651.020000 sec): 3 clusters
  Score: Raw -489681.436818 + Penalty 2690.406645 = -486991.030174
  nChanged 91
		SP:Iteration 5Q (41651.250000 sec): 3 clusters
  Score: Raw -489713.350075 + Penalty 2690.406645 = -487022.943431
  nChanged 84
		SP:Iteration 6Q (41651.410000 sec): 3 clusters
  Score: Raw -489748.164870 + Penalty 2690.406645 = -487057.758225
  nChanged 88
		SP:Iteration 7Q (41651.600000 sec): 3 clusters
  Score: Raw -489784.271752 + Penalty 2690.406645 = -487093.865108
  nChanged 82
		SP:Iteration 8Q (41651.810000 sec): 3 clusters
  Score: Raw -489813.950351 + Penalty 2690.406645 = -487123.543707
  nChanged 69
		SP:Iteration 9Q (41651.940000 sec): 3 clusters
  Score: Raw -489837.371939 + Penalty 2690.406645 = -487146.965295
  nChanged 62
		SP:Iteration 10Q (41652.120000 sec): 3 clusters
  Score: Raw -489859.845235 + Penalty 2690.406645 = -487169.438590
  nChanged 55
		SP:Iteration 11Q (41652.320000 sec): 3 clusters
  Score: Raw -489878.252558 + Penalty 2690.406645 = -487187.845914
  nChanged 62
		SP:Iteration 12Q (41652.490000 sec): 3 clusters
  Score: Raw -489903.832071 + Penalty 2690.406645 = -487213.425426
  nChanged 73
		SP:Iteration 13Q (41652.680000 sec): 3 clusters
  Score: Raw -489936.630014 + Penalty 2690.406645 = -487246.223369
  nChanged 86
		SP:Iteration 14Q (41652.880000 sec): 3 clusters
  Score: Raw -489973.577412 + Penalty 2690.406645 = -487283.170768
  nChanged 81
		SP:Iteration 15Q (41653.060000 sec): 3 clusters
  Score: Raw -490010.651756 + Penalty 2690.406645 = -487320.245112
  nChanged 94
		SP:Iteration 16Q (41653.240000 sec): 3 clusters
  Score: Raw -490056.287531 + Penalty 2690.406645 = -487365.880886
  nChanged 88
		SP:Iteration 17Q (41653.470000 sec): 3 clusters
  Score: Raw -490105.463888 + Penalty 2690.406645 = -487415.057244
  nChanged 93
		SP:Iteration 18Q (41653.640000 sec): 3 clusters
  Score: Raw -490161.105911 + Penalty 2690.406645 = -487470.699266
  nChanged 100
		SP:Iteration 19Q (41653.820000 sec): 3 clusters
  Score: Raw -490225.887232 + Penalty 2690.406645 = -487535.480587
  nChanged 109
		SP:Iteration 20F (41654.000000 sec): 3 clusters
  Score: Raw -490300.695682 + Penalty 2690.406645 = -487610.289037
  nChanged 101
		SP:Iteration 21Q (41654.210000 sec): 3 clusters
  Score: Raw -490367.103062 + Penalty 2690.406645 = -487676.696418
  nChanged 75
		SP:Iteration 22Q (41654.390000 sec): 3 clusters
  Score: Raw -490426.078067 + Penalty 2690.406645 = -487735.671423
  nChanged 63
		SP:Iteration 23Q (41654.600000 sec): 3 clusters
  Score: Raw -490477.492540 + Penalty 2690.406645 = -487787.085896
  nChanged 50
		SP:Iteration 24Q (41654.780000 sec): 3 clusters
  Score: Raw -490516.306603 + Penalty 2690.406645 = -487825.899958
  nChanged 42
		SP:Iteration 25Q (41654.980000 sec): 3 clusters
  Score: Raw -490549.668317 + Penalty 2690.406645 = -487859.261672
  nChanged 37
		SP:Iteration 26Q (41655.180000 sec): 3 clusters
  Score: Raw -490575.532770 + Penalty 2690.406645 = -487885.126126
  nChanged 24
		SP:Iteration 27Q (41655.380000 sec): 3 clusters
  Score: Raw -490599.722080 + Penalty 2690.406645 = -487909.315435
  nChanged 26
		SP:Iteration 28Q (41655.610000 sec): 3 clusters
  Score: Raw -490620.664446 + Penalty 2690.406645 = -487930.257802
  nChanged 22
		SP:Iteration 29Q (41655.770000 sec): 3 clusters
  Score: Raw -490635.827591 + Penalty 2690.406645 = -487945.420946
  nChanged 14
		SP:Iteration 30Q (41655.980000 sec): 3 clusters
  Score: Raw -490645.826894 + Penalty 2690.406645 = -487955.420249
  nChanged 12
		SP:Iteration 31Q (41656.250000 sec): 3 clusters
  Score: Raw -490656.128008 + Penalty 2690.406645 = -487965.721364
  nChanged 13
		SP:Iteration 32Q (41656.440000 sec): 3 clusters
  Score: Raw -490666.441408 + Penalty 2690.406645 = -487976.034763
  nChanged 12
		SP:Iteration 33Q (41656.680000 sec): 3 clusters
  Score: Raw -490678.108341 + Penalty 2690.406645 = -487987.701697
  nChanged 9
		SP:Iteration 34Q (41656.900000 sec): 3 clusters
  Score: Raw -490686.972928 + Penalty 2690.406645 = -487996.566284
  nChanged 8
		SP:Iteration 35Q (41657.080000 sec): 3 clusters
  Score: Raw -490696.739754 + Penalty 2690.406645 = -488006.333109
  nChanged 9
		SP:Iteration 36Q (41657.360000 sec): 3 clusters
  Score: Raw -490704.750806 + Penalty 2690.406645 = -488014.344162
  nChanged 9
		SP:Iteration 37Q (41657.560000 sec): 3 clusters
  Score: Raw -490711.305133 + Penalty 2690.406645 = -488020.898488
  nChanged 9
		SP:Iteration 38Q (41657.800000 sec): 3 clusters
  Score: Raw -490717.964822 + Penalty 2690.406645 = -488027.558177
  nChanged 3
		SP:Iteration 39Q (41657.960000 sec): 3 clusters
  Score: Raw -490720.626891 + Penalty 2690.406645 = -488030.220247
  nChanged 5
		SP:Iteration 40F (41658.160000 sec): 3 clusters
  Score: Raw -490724.460226 + Penalty 2690.406645 = -488034.053581
  nChanged 3
		SP:Iteration 41Q (41658.330000 sec): 3 clusters
  Score: Raw -490726.349898 + Penalty 2690.406645 = -488035.943253
  nChanged 1
		SP:Iteration 42Q (41658.590000 sec): 3 clusters
  Score: Raw -490726.824687 + Penalty 2690.406645 = -488036.418043
  nChanged 1
		SP:Iteration 43Q (41658.800000 sec): 3 clusters
  Score: Raw -490727.630070 + Penalty 2690.406645 = -488037.223425
  nChanged 0
		SP:Iteration 44F (41659.010000 sec): 3 clusters
  Score: Raw -490727.630070 + Penalty 2690.406645 = -488037.223425
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 22 (30281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41659.260000 sec): 2 clusters
  Score: Raw -3170643.105115 + Penalty 1676.719806 = -3168966.385309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41659.630000 sec): 3 clusters
  Score: Raw -3152017.528350 + Penalty 3353.439613 = -3148664.088737
  nChanged 13940
		SP:Iteration 1F (41659.960000 sec): 3 clusters
  Score: Raw -3160357.791801 + Penalty 3353.439613 = -3157004.352188
  nChanged 1855
		SP:Iteration 2F (41660.310000 sec): 3 clusters
  Score: Raw -3161283.054380 + Penalty 3353.439613 = -3157929.614767
  nChanged 1802
		SP:Iteration 3F (41660.630000 sec): 3 clusters
  Score: Raw -3162254.495845 + Penalty 3353.439613 = -3158901.056232
  nChanged 1812
		SP:Iteration 4F (41660.990000 sec): 3 clusters
  Score: Raw -3163327.130597 + Penalty 3353.439613 = -3159973.690984
  nChanged 1808
		SP:Iteration 5F (41661.370000 sec): 3 clusters
  Score: Raw -3164521.544262 + Penalty 3353.439613 = -3161168.104649
  nChanged 1791
		SP:Iteration 6F (41661.710000 sec): 3 clusters
  Score: Raw -3165774.712517 + Penalty 3353.439613 = -3162421.272904
  nChanged 1631
		SP:Iteration 7F (41662.040000 sec): 3 clusters
  Score: Raw -3166865.900660 + Penalty 3353.439613 = -3163512.461047
  nChanged 1302
		SP:Iteration 8Q (41662.340000 sec): 3 clusters
  Score: Raw -3167607.716273 + Penalty 3353.439613 = -3164254.276660
  nChanged 1015
		SP:Iteration 9Q (41662.700000 sec): 3 clusters
  Score: Raw -3168081.482856 + Penalty 3353.439613 = -3164728.043243
  nChanged 820
		SP:Iteration 10Q (41663.020000 sec): 3 clusters
  Score: Raw -3168410.492590 + Penalty 3353.439613 = -3165057.052977
  nChanged 667
		SP:Iteration 11Q (41663.340000 sec): 3 clusters
  Score: Raw -3168657.146511 + Penalty 3353.439613 = -3165303.706898
  nChanged 552
		SP:Iteration 12Q (41663.720000 sec): 3 clusters
  Score: Raw -3168851.762948 + Penalty 3353.439613 = -3165498.323335
  nChanged 496
		SP:Iteration 13Q (41664.040000 sec): 3 clusters
  Score: Raw -3169018.399358 + Penalty 3353.439613 = -3165664.959745
  nChanged 460
		SP:Iteration 14Q (41664.410000 sec): 3 clusters
  Score: Raw -3169166.768263 + Penalty 3353.439613 = -3165813.328651
  nChanged 425
		SP:Iteration 15Q (41664.750000 sec): 3 clusters
  Score: Raw -3169310.931171 + Penalty 3353.439613 = -3165957.491558
  nChanged 411
		SP:Iteration 16Q (41665.070000 sec): 3 clusters
  Score: Raw -3169444.599599 + Penalty 3353.439613 = -3166091.159987
  nChanged 366
		SP:Iteration 17Q (41665.430000 sec): 3 clusters
  Score: Raw -3169563.683279 + Penalty 3353.439613 = -3166210.243666
  nChanged 360
		SP:Iteration 18Q (41665.730000 sec): 3 clusters
  Score: Raw -3169680.852332 + Penalty 3353.439613 = -3166327.412719
  nChanged 361
		SP:Iteration 19Q (41666.040000 sec): 3 clusters
  Score: Raw -3169803.589903 + Penalty 3353.439613 = -3166450.150290
  nChanged 346
		SP:Iteration 20F (41666.380000 sec): 3 clusters
  Score: Raw -3169925.672482 + Penalty 3353.439613 = -3166572.232869
  nChanged 348
		SP:Iteration 21Q (41666.680000 sec): 3 clusters
  Score: Raw -3170064.029707 + Penalty 3353.439613 = -3166710.590094
  nChanged 344
		SP:Iteration 22Q (41667.070000 sec): 3 clusters
  Score: Raw -3170199.905276 + Penalty 3353.439613 = -3166846.465663
  nChanged 318
		SP:Iteration 23Q (41667.400000 sec): 3 clusters
  Score: Raw -3170332.557272 + Penalty 3353.439613 = -3166979.117659
  nChanged 311
		SP:Iteration 24Q (41667.760000 sec): 3 clusters
  Score: Raw -3170456.549771 + Penalty 3353.439613 = -3167103.110158
  nChanged 288
		SP:Iteration 25Q (41668.090000 sec): 3 clusters
  Score: Raw -3170579.497238 + Penalty 3353.439613 = -3167226.057625
  nChanged 279
		SP:Iteration 26Q (41668.410000 sec): 3 clusters
  Score: Raw -3170699.498110 + Penalty 3353.439613 = -3167346.058498
  nChanged 247
		SP:Iteration 27Q (41668.660000 sec): 3 clusters
  Score: Raw -3170798.427134 + Penalty 3353.439613 = -3167444.987521
  nChanged 188
		SP:Iteration 28Q (41668.970000 sec): 3 clusters
  Score: Raw -3170869.460745 + Penalty 3353.439613 = -3167516.021132
  nChanged 153
		SP:Iteration 29Q (41669.330000 sec): 3 clusters
  Score: Raw -3170935.966158 + Penalty 3353.439613 = -3167582.526545
  nChanged 148
		SP:Iteration 30Q (41669.590000 sec): 3 clusters
  Score: Raw -3170994.347529 + Penalty 3353.439613 = -3167640.907916
  nChanged 130
		SP:Iteration 31Q (41669.900000 sec): 3 clusters
  Score: Raw -3171036.705918 + Penalty 3353.439613 = -3167683.266305
  nChanged 94
		SP:Iteration 32Q (41670.170000 sec): 3 clusters
  Score: Raw -3171069.340141 + Penalty 3353.439613 = -3167715.900528
  nChanged 89
		SP:Iteration 33Q (41670.510000 sec): 3 clusters
  Score: Raw -3171111.151868 + Penalty 3353.439613 = -3167757.712255
  nChanged 97
		SP:Iteration 34Q (41670.860000 sec): 3 clusters
  Score: Raw -3171148.425130 + Penalty 3353.439613 = -3167794.985518
  nChanged 78
		SP:Iteration 35Q (41671.210000 sec): 3 clusters
  Score: Raw -3171172.038244 + Penalty 3353.439613 = -3167818.598631
  nChanged 48
		SP:Iteration 36Q (41671.490000 sec): 3 clusters
  Score: Raw -3171185.175048 + Penalty 3353.439613 = -3167831.735435
  nChanged 39
		SP:Iteration 37Q (41671.830000 sec): 3 clusters
  Score: Raw -3171198.912452 + Penalty 3353.439613 = -3167845.472839
  nChanged 34
		SP:Iteration 38Q (41672.140000 sec): 3 clusters
  Score: Raw -3171207.762743 + Penalty 3353.439613 = -3167854.323130
  nChanged 34
		SP:Iteration 39Q (41672.460000 sec): 3 clusters
  Score: Raw -3171218.196492 + Penalty 3353.439613 = -3167864.756879
  nChanged 42
		SP:Iteration 40F (41672.750000 sec): 3 clusters
  Score: Raw -3171232.707082 + Penalty 3353.439613 = -3167879.267469
  nChanged 30
		SP:Iteration 41Q (41673.090000 sec): 3 clusters
  Score: Raw -3171242.537956 + Penalty 3353.439613 = -3167889.098343
  nChanged 25
		SP:Iteration 42Q (41673.390000 sec): 3 clusters
  Score: Raw -3171249.405110 + Penalty 3353.439613 = -3167895.965497
  nChanged 18
		SP:Iteration 43Q (41673.710000 sec): 3 clusters
  Score: Raw -3171254.015818 + Penalty 3353.439613 = -3167900.576205
  nChanged 18
		SP:Iteration 44Q (41674.110000 sec): 3 clusters
  Score: Raw -3171259.014890 + Penalty 3353.439613 = -3167905.575277
  nChanged 19
		SP:Iteration 45Q (41674.400000 sec): 3 clusters
  Score: Raw -3171263.447197 + Penalty 3353.439613 = -3167910.007584
  nChanged 14
		SP:Iteration 46Q (41674.730000 sec): 3 clusters
  Score: Raw -3171266.962093 + Penalty 3353.439613 = -3167913.522480
  nChanged 11
		SP:Iteration 47Q (41675.060000 sec): 3 clusters
  Score: Raw -3171270.793255 + Penalty 3353.439613 = -3167917.353642
  nChanged 12
		SP:Iteration 48Q (41675.400000 sec): 3 clusters
  Score: Raw -3171273.402659 + Penalty 3353.439613 = -3167919.963047
  nChanged 8
		SP:Iteration 49Q (41675.760000 sec): 3 clusters
  Score: Raw -3171275.740022 + Penalty 3353.439613 = -3167922.300409
  nChanged 11
		SP:Iteration 50Q (41676.070000 sec): 3 clusters
  Score: Raw -3171277.636064 + Penalty 3353.439613 = -3167924.196451
  nChanged 3
		SP:Iteration 51Q (41676.440000 sec): 3 clusters
  Score: Raw -3171278.084853 + Penalty 3353.439613 = -3167924.645240
  nChanged 1
		SP:Iteration 52Q (41676.710000 sec): 3 clusters
  Score: Raw -3171278.244936 + Penalty 3353.439613 = -3167924.805323
  nChanged 3
		SP:Iteration 53Q (41677.070000 sec): 3 clusters
  Score: Raw -3171278.882404 + Penalty 3353.439613 = -3167925.442791
  nChanged 1
		SP:Iteration 54Q (41677.430000 sec): 3 clusters
  Score: Raw -3171279.036024 + Penalty 3353.439613 = -3167925.596411
  nChanged 1
		SP:Iteration 55Q (41677.830000 sec): 3 clusters
  Score: Raw -3171279.153623 + Penalty 3353.439613 = -3167925.714010
  nChanged 2
		SP:Iteration 56Q (41678.090000 sec): 3 clusters
  Score: Raw -3171279.863955 + Penalty 3353.439613 = -3167926.424342
  nChanged 3
		SP:Iteration 57Q (41678.430000 sec): 3 clusters
  Score: Raw -3171280.930082 + Penalty 3353.439613 = -3167927.490469
  nChanged 5
		SP:Iteration 58Q (41678.720000 sec): 3 clusters
  Score: Raw -3171281.748556 + Penalty 3353.439613 = -3167928.308943
  nChanged 3
		SP:Iteration 59Q (41679.010000 sec): 3 clusters
  Score: Raw -3171282.429538 + Penalty 3353.439613 = -3167928.989925
  nChanged 2
		SP:Iteration 60F (41679.230000 sec): 3 clusters
  Score: Raw -3171283.001026 + Penalty 3353.439613 = -3167929.561413
  nChanged 1
		SP:Iteration 61Q (41679.600000 sec): 3 clusters
  Score: Raw -3171283.363200 + Penalty 3353.439613 = -3167929.923587
  nChanged 4
		SP:Iteration 62Q (41679.910000 sec): 3 clusters
  Score: Raw -3171284.420221 + Penalty 3353.439613 = -3167930.980609
  nChanged 5
		SP:Iteration 63Q (41680.200000 sec): 3 clusters
  Score: Raw -3171285.425991 + Penalty 3353.439613 = -3167931.986378
  nChanged 2
		SP:Iteration 64Q (41680.550000 sec): 3 clusters
  Score: Raw -3171285.765999 + Penalty 3353.439613 = -3167932.326386
  nChanged 0
		SP:Iteration 65F (41680.880000 sec): 3 clusters
  Score: Raw -3171285.765999 + Penalty 3353.439613 = -3167932.326386
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 23 (412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41680.970000 sec): 2 clusters
  Score: Raw -46829.726687 + Penalty 978.416294 = -45851.310393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41681.140000 sec): 3 clusters
  Score: Raw -46808.859850 + Penalty 1956.832589 = -44852.027261
  nChanged 79
		SP:Iteration 1F (41681.330000 sec): 3 clusters
  Score: Raw -46926.022620 + Penalty 1956.832589 = -44969.190032
  nChanged 17
		SP:Iteration 2Q (41681.500000 sec): 3 clusters
  Score: Raw -46959.174647 + Penalty 1956.832589 = -45002.342058
  nChanged 13
		SP:Iteration 3Q (41681.650000 sec): 3 clusters
  Score: Raw -46987.191883 + Penalty 1956.832589 = -45030.359294
  nChanged 4
		SP:Iteration 4Q (41681.830000 sec): 3 clusters
  Score: Raw -46995.640335 + Penalty 1956.832589 = -45038.807747
  nChanged 2
		SP:Iteration 5Q (41681.990000 sec): 3 clusters
  Score: Raw -46998.236469 + Penalty 1956.832589 = -45041.403880
  nChanged 0
		SP:Iteration 6F (41682.120000 sec): 3 clusters
  Score: Raw -46998.236469 + Penalty 1956.832589 = -45041.403880
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 24 (12830 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41682.270000 sec): 2 clusters
  Score: Raw -1454198.004454 + Penalty 1537.175487 = -1452660.828967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41682.490000 sec): 3 clusters
  Score: Raw -1446684.128742 + Penalty 3074.350974 = -1443609.777769
  nChanged 5654
		SP:Iteration 1F (41682.780000 sec): 3 clusters
  Score: Raw -1449971.424827 + Penalty 3074.350974 = -1446897.073853
  nChanged 792
		SP:Iteration 2F (41682.950000 sec): 3 clusters
  Score: Raw -1450300.532013 + Penalty 3074.350974 = -1447226.181039
  nChanged 630
		SP:Iteration 3Q (41683.230000 sec): 3 clusters
  Score: Raw -1450546.995563 + Penalty 3074.350974 = -1447472.644589
  nChanged 524
		SP:Iteration 4Q (41683.420000 sec): 3 clusters
  Score: Raw -1450748.641887 + Penalty 3074.350974 = -1447674.290913
  nChanged 510
		SP:Iteration 5Q (41683.630000 sec): 3 clusters
  Score: Raw -1450969.600476 + Penalty 3074.350974 = -1447895.249503
  nChanged 515
		SP:Iteration 6Q (41683.820000 sec): 3 clusters
  Score: Raw -1451207.547766 + Penalty 3074.350974 = -1448133.196792
  nChanged 531
		SP:Iteration 7Q (41684.080000 sec): 3 clusters
  Score: Raw -1451458.814963 + Penalty 3074.350974 = -1448384.463989
  nChanged 535
		SP:Iteration 8Q (41684.310000 sec): 3 clusters
  Score: Raw -1451752.049533 + Penalty 3074.350974 = -1448677.698560
  nChanged 508
		SP:Iteration 9Q (41684.530000 sec): 3 clusters
  Score: Raw -1452054.700398 + Penalty 3074.350974 = -1448980.349424
  nChanged 542
		SP:Iteration 10Q (41684.750000 sec): 3 clusters
  Score: Raw -1452404.722128 + Penalty 3074.350974 = -1449330.371154
  nChanged 548
		SP:Iteration 11Q (41685.000000 sec): 3 clusters
  Score: Raw -1452782.711806 + Penalty 3074.350974 = -1449708.360832
  nChanged 487
		SP:Iteration 12Q (41685.250000 sec): 3 clusters
  Score: Raw -1453080.614935 + Penalty 3074.350974 = -1450006.263961
  nChanged 353
		SP:Iteration 13Q (41685.510000 sec): 3 clusters
  Score: Raw -1453229.804712 + Penalty 3074.350974 = -1450155.453739
  nChanged 269
		SP:Iteration 14Q (41685.740000 sec): 3 clusters
  Score: Raw -1453336.460350 + Penalty 3074.350974 = -1450262.109376
  nChanged 195
		SP:Iteration 15Q (41685.930000 sec): 3 clusters
  Score: Raw -1453400.644434 + Penalty 3074.350974 = -1450326.293461
  nChanged 167
		SP:Iteration 16Q (41686.170000 sec): 3 clusters
  Score: Raw -1453465.056650 + Penalty 3074.350974 = -1450390.705676
  nChanged 164
		SP:Iteration 17Q (41686.390000 sec): 3 clusters
  Score: Raw -1453523.809371 + Penalty 3074.350974 = -1450449.458397
  nChanged 141
		SP:Iteration 18Q (41686.630000 sec): 3 clusters
  Score: Raw -1453570.738694 + Penalty 3074.350974 = -1450496.387720
  nChanged 138
		SP:Iteration 19Q (41686.850000 sec): 3 clusters
  Score: Raw -1453610.817868 + Penalty 3074.350974 = -1450536.466895
  nChanged 121
		SP:Iteration 20F (41687.060000 sec): 3 clusters
  Score: Raw -1453648.912374 + Penalty 3074.350974 = -1450574.561400
  nChanged 112
		SP:Iteration 21Q (41687.320000 sec): 3 clusters
  Score: Raw -1453678.004277 + Penalty 3074.350974 = -1450603.653303
  nChanged 102
		SP:Iteration 22Q (41687.560000 sec): 3 clusters
  Score: Raw -1453709.658587 + Penalty 3074.350974 = -1450635.307614
  nChanged 118
		SP:Iteration 23Q (41687.760000 sec): 3 clusters
  Score: Raw -1453747.471430 + Penalty 3074.350974 = -1450673.120456
  nChanged 114
		SP:Iteration 24Q (41687.970000 sec): 3 clusters
  Score: Raw -1453781.491845 + Penalty 3074.350974 = -1450707.140871
  nChanged 106
		SP:Iteration 25Q (41688.220000 sec): 3 clusters
  Score: Raw -1453816.056346 + Penalty 3074.350974 = -1450741.705372
  nChanged 87
		SP:Iteration 26Q (41688.510000 sec): 3 clusters
  Score: Raw -1453841.038233 + Penalty 3074.350974 = -1450766.687259
  nChanged 91
		SP:Iteration 27Q (41688.700000 sec): 3 clusters
  Score: Raw -1453866.537774 + Penalty 3074.350974 = -1450792.186800
  nChanged 81
		SP:Iteration 28Q (41688.900000 sec): 3 clusters
  Score: Raw -1453889.802513 + Penalty 3074.350974 = -1450815.451539
  nChanged 87
		SP:Iteration 29Q (41689.150000 sec): 3 clusters
  Score: Raw -1453914.632220 + Penalty 3074.350974 = -1450840.281246
  nChanged 76
		SP:Iteration 30Q (41689.370000 sec): 3 clusters
  Score: Raw -1453939.937546 + Penalty 3074.350974 = -1450865.586572
  nChanged 92
		SP:Iteration 31Q (41689.650000 sec): 3 clusters
  Score: Raw -1453972.809619 + Penalty 3074.350974 = -1450898.458645
  nChanged 84
		SP:Iteration 32Q (41689.880000 sec): 3 clusters
  Score: Raw -1454001.904445 + Penalty 3074.350974 = -1450927.553471
  nChanged 69
		SP:Iteration 33Q (41690.080000 sec): 3 clusters
  Score: Raw -1454030.631636 + Penalty 3074.350974 = -1450956.280662
  nChanged 78
		SP:Iteration 34Q (41690.300000 sec): 3 clusters
  Score: Raw -1454058.330402 + Penalty 3074.350974 = -1450983.979428
  nChanged 63
		SP:Iteration 35Q (41690.550000 sec): 3 clusters
  Score: Raw -1454079.723588 + Penalty 3074.350974 = -1451005.372614
  nChanged 64
		SP:Iteration 36Q (41690.820000 sec): 3 clusters
  Score: Raw -1454101.656260 + Penalty 3074.350974 = -1451027.305286
  nChanged 57
		SP:Iteration 37Q (41691.020000 sec): 3 clusters
  Score: Raw -1454126.291653 + Penalty 3074.350974 = -1451051.940679
  nChanged 83
		SP:Iteration 38Q (41691.290000 sec): 3 clusters
  Score: Raw -1454164.760573 + Penalty 3074.350974 = -1451090.409600
  nChanged 89
		SP:Iteration 39Q (41691.480000 sec): 3 clusters
  Score: Raw -1454199.328892 + Penalty 3074.350974 = -1451124.977919
  nChanged 59
		SP:Iteration 40F (41691.740000 sec): 3 clusters
  Score: Raw -1454223.350107 + Penalty 3074.350974 = -1451148.999133
  nChanged 66
		SP:Iteration 41Q (41691.950000 sec): 3 clusters
  Score: Raw -1454251.062739 + Penalty 3074.350974 = -1451176.711766
  nChanged 60
		SP:Iteration 42Q (41692.170000 sec): 3 clusters
  Score: Raw -1454270.740869 + Penalty 3074.350974 = -1451196.389895
  nChanged 46
		SP:Iteration 43Q (41692.380000 sec): 3 clusters
  Score: Raw -1454284.986158 + Penalty 3074.350974 = -1451210.635184
  nChanged 50
		SP:Iteration 44Q (41692.620000 sec): 3 clusters
  Score: Raw -1454298.033842 + Penalty 3074.350974 = -1451223.682869
  nChanged 36
		SP:Iteration 45Q (41692.840000 sec): 3 clusters
  Score: Raw -1454308.636615 + Penalty 3074.350974 = -1451234.285641
  nChanged 37
		SP:Iteration 46Q (41693.110000 sec): 3 clusters
  Score: Raw -1454319.406476 + Penalty 3074.350974 = -1451245.055503
  nChanged 35
		SP:Iteration 47Q (41693.300000 sec): 3 clusters
  Score: Raw -1454330.743816 + Penalty 3074.350974 = -1451256.392843
  nChanged 34
		SP:Iteration 48Q (41693.550000 sec): 3 clusters
  Score: Raw -1454340.069438 + Penalty 3074.350974 = -1451265.718464
  nChanged 35
		SP:Iteration 49Q (41693.780000 sec): 3 clusters
  Score: Raw -1454353.081965 + Penalty 3074.350974 = -1451278.730991
  nChanged 42
		SP:Iteration 50Q (41693.980000 sec): 3 clusters
  Score: Raw -1454366.430128 + Penalty 3074.350974 = -1451292.079155
  nChanged 37
		SP:Iteration 51Q (41694.190000 sec): 3 clusters
  Score: Raw -1454379.053615 + Penalty 3074.350974 = -1451304.702641
  nChanged 28
		SP:Iteration 52Q (41694.420000 sec): 3 clusters
  Score: Raw -1454390.757590 + Penalty 3074.350974 = -1451316.406617
  nChanged 26
		SP:Iteration 53Q (41694.640000 sec): 3 clusters
  Score: Raw -1454399.579242 + Penalty 3074.350974 = -1451325.228269
  nChanged 29
		SP:Iteration 54Q (41694.830000 sec): 3 clusters
  Score: Raw -1454407.849671 + Penalty 3074.350974 = -1451333.498698
  nChanged 30
		SP:Iteration 55Q (41695.060000 sec): 3 clusters
  Score: Raw -1454418.317945 + Penalty 3074.350974 = -1451343.966971
  nChanged 29
		SP:Iteration 56Q (41695.320000 sec): 3 clusters
  Score: Raw -1454429.392443 + Penalty 3074.350974 = -1451355.041470
  nChanged 23
		SP:Iteration 57Q (41695.540000 sec): 3 clusters
  Score: Raw -1454436.513380 + Penalty 3074.350974 = -1451362.162406
  nChanged 15
		SP:Iteration 58Q (41695.730000 sec): 3 clusters
  Score: Raw -1454441.666583 + Penalty 3074.350974 = -1451367.315609
  nChanged 18
		SP:Iteration 59Q (41695.960000 sec): 3 clusters
  Score: Raw -1454447.600885 + Penalty 3074.350974 = -1451373.249911
  nChanged 12
		SP:Iteration 60F (41696.190000 sec): 3 clusters
  Score: Raw -1454451.327244 + Penalty 3074.350974 = -1451376.976270
  nChanged 9
		SP:Iteration 61Q (41696.390000 sec): 3 clusters
  Score: Raw -1454454.098061 + Penalty 3074.350974 = -1451379.747088
  nChanged 11
		SP:Iteration 62Q (41696.600000 sec): 3 clusters
  Score: Raw -1454457.748477 + Penalty 3074.350974 = -1451383.397504
  nChanged 9
		SP:Iteration 63Q (41696.820000 sec): 3 clusters
  Score: Raw -1454459.785211 + Penalty 3074.350974 = -1451385.434237
  nChanged 8
		SP:Iteration 64Q (41697.010000 sec): 3 clusters
  Score: Raw -1454462.145941 + Penalty 3074.350974 = -1451387.794967
  nChanged 8
		SP:Iteration 65Q (41697.240000 sec): 3 clusters
  Score: Raw -1454464.776201 + Penalty 3074.350974 = -1451390.425227
  nChanged 6
		SP:Iteration 66Q (41697.450000 sec): 3 clusters
  Score: Raw -1454466.389087 + Penalty 3074.350974 = -1451392.038114
  nChanged 3
		SP:Iteration 67Q (41697.650000 sec): 3 clusters
  Score: Raw -1454467.024692 + Penalty 3074.350974 = -1451392.673718
  nChanged 3
		SP:Iteration 68Q (41697.860000 sec): 3 clusters
  Score: Raw -1454467.963240 + Penalty 3074.350974 = -1451393.612266
  nChanged 3
		SP:Iteration 69Q (41698.070000 sec): 3 clusters
  Score: Raw -1454469.076800 + Penalty 3074.350974 = -1451394.725827
  nChanged 3
		SP:Iteration 70Q (41698.290000 sec): 3 clusters
  Score: Raw -1454470.169132 + Penalty 3074.350974 = -1451395.818158
  nChanged 3
		SP:Iteration 71Q (41698.500000 sec): 3 clusters
  Score: Raw -1454470.877958 + Penalty 3074.350974 = -1451396.526984
  nChanged 3
		SP:Iteration 72Q (41698.730000 sec): 3 clusters
  Score: Raw -1454471.258568 + Penalty 3074.350974 = -1451396.907594
  nChanged 2
		SP:Iteration 73Q (41698.930000 sec): 3 clusters
  Score: Raw -1454471.525930 + Penalty 3074.350974 = -1451397.174957
  nChanged 0
		SP:Iteration 74F (41699.120000 sec): 3 clusters
  Score: Raw -1454471.525930 + Penalty 3074.350974 = -1451397.174957
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 25 (150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41699.210000 sec): 2 clusters
  Score: Raw -14668.911909 + Penalty 814.228235 = -13854.683674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41699.450000 sec): 3 clusters
  Score: Raw -14872.267281 + Penalty 1628.456471 = -13243.810811
  nChanged 20
		SP:Iteration 1F (41699.590000 sec): 3 clusters
  Score: Raw -15020.160489 + Penalty 1628.456471 = -13391.704018
  nChanged 4
		SP:Iteration 2Q (41699.790000 sec): 3 clusters
  Score: Raw -15031.635575 + Penalty 1628.456471 = -13403.179104
  nChanged 1
		SP:Iteration 3Q (41699.980000 sec): 3 clusters
  Score: Raw -15034.334122 + Penalty 1628.456471 = -13405.877651
  nChanged 0
		SP:Iteration 4F (41700.170000 sec): 3 clusters
  Score: Raw -15034.334122 + Penalty 1628.456471 = -13405.877651
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 26 (92609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41700.600000 sec): 2 clusters
  Score: Raw -10911146.187575 + Penalty 1858.373011 = -10909287.814564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41701.210000 sec): 3 clusters
  Score: Raw -10851161.247712 + Penalty 3716.746023 = -10847444.501689
  nChanged 44216
		SP:Iteration 1F (41701.790000 sec): 3 clusters
  Score: Raw -10877026.175532 + Penalty 3716.746023 = -10873309.429510
  nChanged 3560
		SP:Iteration 2Q (41702.440000 sec): 3 clusters
  Score: Raw -10878111.861730 + Penalty 3716.746023 = -10874395.115707
  nChanged 4073
		SP:Iteration 3Q (41703.040000 sec): 3 clusters
  Score: Raw -10879617.274191 + Penalty 3716.746023 = -10875900.528169
  nChanged 4785
		SP:Iteration 4F (41703.680000 sec): 3 clusters
  Score: Raw -10881701.911054 + Penalty 3716.746023 = -10877985.165031
  nChanged 5382
		SP:Iteration 5F (41704.320000 sec): 3 clusters
  Score: Raw -10884145.807854 + Penalty 3716.746023 = -10880429.061832
  nChanged 5381
		SP:Iteration 6F (41704.910000 sec): 3 clusters
  Score: Raw -10886586.598767 + Penalty 3716.746023 = -10882869.852745
  nChanged 5068
		SP:Iteration 7F (41705.520000 sec): 3 clusters
  Score: Raw -10888811.422395 + Penalty 3716.746023 = -10885094.676372
  nChanged 4468
		SP:Iteration 8Q (41706.150000 sec): 3 clusters
  Score: Raw -10890849.664937 + Penalty 3716.746023 = -10887132.918915
  nChanged 3998
		SP:Iteration 9Q (41706.740000 sec): 3 clusters
  Score: Raw -10893019.734663 + Penalty 3716.746023 = -10889302.988641
  nChanged 3794
		SP:Iteration 10Q (41707.250000 sec): 3 clusters
  Score: Raw -10895836.703038 + Penalty 3716.746023 = -10892119.957016
  nChanged 3633
		SP:Iteration 11Q (41707.770000 sec): 3 clusters
  Score: Raw -10899164.933090 + Penalty 3716.746023 = -10895448.187067
  nChanged 3271
		SP:Iteration 12Q (41708.350000 sec): 3 clusters
  Score: Raw -10901954.345899 + Penalty 3716.746023 = -10898237.599876
  nChanged 2741
		SP:Iteration 13Q (41709.010000 sec): 3 clusters
  Score: Raw -10903912.804835 + Penalty 3716.746023 = -10900196.058812
  nChanged 2089
		SP:Iteration 14Q (41709.630000 sec): 3 clusters
  Score: Raw -10905096.436959 + Penalty 3716.746023 = -10901379.690936
  nChanged 1559
		SP:Iteration 15Q (41710.230000 sec): 3 clusters
  Score: Raw -10905821.744346 + Penalty 3716.746023 = -10902104.998323
  nChanged 1320
		SP:Iteration 16Q (41710.800000 sec): 3 clusters
  Score: Raw -10906379.515953 + Penalty 3716.746023 = -10902662.769930
  nChanged 1237
		SP:Iteration 17Q (41711.320000 sec): 3 clusters
  Score: Raw -10906889.327042 + Penalty 3716.746023 = -10903172.581019
  nChanged 1099
		SP:Iteration 18Q (41711.800000 sec): 3 clusters
  Score: Raw -10907311.040036 + Penalty 3716.746023 = -10903594.294014
  nChanged 969
		SP:Iteration 19Q (41712.270000 sec): 3 clusters
  Score: Raw -10907682.536491 + Penalty 3716.746023 = -10903965.790468
  nChanged 918
		SP:Iteration 20F (41712.800000 sec): 3 clusters
  Score: Raw -10908051.081776 + Penalty 3716.746023 = -10904334.335753
  nChanged 862
		SP:Iteration 21Q (41713.330000 sec): 3 clusters
  Score: Raw -10908407.295915 + Penalty 3716.746023 = -10904690.549892
  nChanged 777
		SP:Iteration 22Q (41713.910000 sec): 3 clusters
  Score: Raw -10908768.295072 + Penalty 3716.746023 = -10905051.549050
  nChanged 701
		SP:Iteration 23Q (41714.460000 sec): 3 clusters
  Score: Raw -10909088.145657 + Penalty 3716.746023 = -10905371.399634
  nChanged 609
		SP:Iteration 24Q (41714.940000 sec): 3 clusters
  Score: Raw -10909368.202207 + Penalty 3716.746023 = -10905651.456184
  nChanged 503
		SP:Iteration 25Q (41715.470000 sec): 3 clusters
  Score: Raw -10909617.315633 + Penalty 3716.746023 = -10905900.569610
  nChanged 431
		SP:Iteration 26Q (41715.980000 sec): 3 clusters
  Score: Raw -10909832.718072 + Penalty 3716.746023 = -10906115.972050
  nChanged 384
		SP:Iteration 27Q (41716.430000 sec): 3 clusters
  Score: Raw -10910041.091893 + Penalty 3716.746023 = -10906324.345870
  nChanged 338
		SP:Iteration 28Q (41716.940000 sec): 3 clusters
  Score: Raw -10910232.661470 + Penalty 3716.746023 = -10906515.915448
  nChanged 315
		SP:Iteration 29Q (41717.410000 sec): 3 clusters
  Score: Raw -10910394.105104 + Penalty 3716.746023 = -10906677.359082
  nChanged 257
		SP:Iteration 30Q (41717.910000 sec): 3 clusters
  Score: Raw -10910527.619417 + Penalty 3716.746023 = -10906810.873395
  nChanged 239
		SP:Iteration 31Q (41718.440000 sec): 3 clusters
  Score: Raw -10910648.757818 + Penalty 3716.746023 = -10906932.011795
  nChanged 193
		SP:Iteration 32Q (41718.960000 sec): 3 clusters
  Score: Raw -10910738.947857 + Penalty 3716.746023 = -10907022.201835
  nChanged 169
		SP:Iteration 33Q (41719.480000 sec): 3 clusters
  Score: Raw -10910823.907518 + Penalty 3716.746023 = -10907107.161495
  nChanged 175
		SP:Iteration 34Q (41719.990000 sec): 3 clusters
  Score: Raw -10910909.438787 + Penalty 3716.746023 = -10907192.692764
  nChanged 147
		SP:Iteration 35Q (41720.570000 sec): 3 clusters
  Score: Raw -10910985.571418 + Penalty 3716.746023 = -10907268.825395
  nChanged 112
		SP:Iteration 36Q (41721.090000 sec): 3 clusters
  Score: Raw -10911042.673238 + Penalty 3716.746023 = -10907325.927216
  nChanged 101
		SP:Iteration 37Q (41721.610000 sec): 3 clusters
  Score: Raw -10911098.386731 + Penalty 3716.746023 = -10907381.640708
  nChanged 89
		SP:Iteration 38Q (41722.140000 sec): 3 clusters
  Score: Raw -10911143.412383 + Penalty 3716.746023 = -10907426.666360
  nChanged 77
		SP:Iteration 39Q (41722.590000 sec): 3 clusters
  Score: Raw -10911175.844470 + Penalty 3716.746023 = -10907459.098447
  nChanged 66
		SP:Iteration 40F (41723.100000 sec): 3 clusters
  Score: Raw -10911201.354813 + Penalty 3716.746023 = -10907484.608791
  nChanged 64
		SP:Iteration 41Q (41723.570000 sec): 3 clusters
  Score: Raw -10911226.432186 + Penalty 3716.746023 = -10907509.686164
  nChanged 55
		SP:Iteration 42Q (41724.000000 sec): 3 clusters
  Score: Raw -10911252.878588 + Penalty 3716.746023 = -10907536.132565
  nChanged 52
		SP:Iteration 43Q (41724.470000 sec): 3 clusters
  Score: Raw -10911275.423651 + Penalty 3716.746023 = -10907558.677628
  nChanged 53
		SP:Iteration 44Q (41724.970000 sec): 3 clusters
  Score: Raw -10911296.679231 + Penalty 3716.746023 = -10907579.933209
  nChanged 48
		SP:Iteration 45Q (41725.430000 sec): 3 clusters
  Score: Raw -10911315.916148 + Penalty 3716.746023 = -10907599.170126
  nChanged 41
		SP:Iteration 46Q (41725.910000 sec): 3 clusters
  Score: Raw -10911333.175807 + Penalty 3716.746023 = -10907616.429784
  nChanged 41
		SP:Iteration 47Q (41726.390000 sec): 3 clusters
  Score: Raw -10911350.084022 + Penalty 3716.746023 = -10907633.338000
  nChanged 26
		SP:Iteration 48Q (41726.860000 sec): 3 clusters
  Score: Raw -10911358.408879 + Penalty 3716.746023 = -10907641.662857
  nChanged 23
		SP:Iteration 49Q (41727.330000 sec): 3 clusters
  Score: Raw -10911366.183390 + Penalty 3716.746023 = -10907649.437368
  nChanged 20
		SP:Iteration 50Q (41727.880000 sec): 3 clusters
  Score: Raw -10911373.156440 + Penalty 3716.746023 = -10907656.410417
  nChanged 24
		SP:Iteration 51Q (41728.400000 sec): 3 clusters
  Score: Raw -10911381.341286 + Penalty 3716.746023 = -10907664.595263
  nChanged 23
		SP:Iteration 52Q (41728.930000 sec): 3 clusters
  Score: Raw -10911389.714836 + Penalty 3716.746023 = -10907672.968814
  nChanged 19
		SP:Iteration 53Q (41729.430000 sec): 3 clusters
  Score: Raw -10911395.634677 + Penalty 3716.746023 = -10907678.888654
  nChanged 9
		SP:Iteration 54Q (41729.920000 sec): 3 clusters
  Score: Raw -10911399.099791 + Penalty 3716.746023 = -10907682.353769
  nChanged 8
		SP:Iteration 55Q (41730.480000 sec): 3 clusters
  Score: Raw -10911401.758875 + Penalty 3716.746023 = -10907685.012852
  nChanged 9
		SP:Iteration 56Q (41731.030000 sec): 3 clusters
  Score: Raw -10911405.390966 + Penalty 3716.746023 = -10907688.644943
  nChanged 10
		SP:Iteration 57Q (41731.590000 sec): 3 clusters
  Score: Raw -10911409.267925 + Penalty 3716.746023 = -10907692.521903
  nChanged 17
		SP:Iteration 58Q (41732.110000 sec): 3 clusters
  Score: Raw -10911415.035200 + Penalty 3716.746023 = -10907698.289177
  nChanged 13
		SP:Iteration 59Q (41732.610000 sec): 3 clusters
  Score: Raw -10911419.019193 + Penalty 3716.746023 = -10907702.273170
  nChanged 11
		SP:Iteration 60F (41733.210000 sec): 3 clusters
  Score: Raw -10911422.261714 + Penalty 3716.746023 = -10907705.515692
  nChanged 10
		SP:Iteration 61Q (41733.630000 sec): 3 clusters
  Score: Raw -10911424.648659 + Penalty 3716.746023 = -10907707.902637
  nChanged 8
		SP:Iteration 62Q (41734.050000 sec): 3 clusters
  Score: Raw -10911426.606229 + Penalty 3716.746023 = -10907709.860207
  nChanged 2
		SP:Iteration 63Q (41734.630000 sec): 3 clusters
  Score: Raw -10911427.581028 + Penalty 3716.746023 = -10907710.835005
  nChanged 5
		SP:Iteration 64Q (41735.160000 sec): 3 clusters
  Score: Raw -10911430.227836 + Penalty 3716.746023 = -10907713.481813
  nChanged 8
		SP:Iteration 65Q (41735.640000 sec): 3 clusters
  Score: Raw -10911433.262398 + Penalty 3716.746023 = -10907716.516375
  nChanged 8
		SP:Iteration 66Q (41736.180000 sec): 3 clusters
  Score: Raw -10911436.383930 + Penalty 3716.746023 = -10907719.637908
  nChanged 8
		SP:Iteration 67Q (41736.760000 sec): 3 clusters
  Score: Raw -10911438.878638 + Penalty 3716.746023 = -10907722.132616
  nChanged 6
		SP:Iteration 68Q (41737.280000 sec): 3 clusters
  Score: Raw -10911440.719125 + Penalty 3716.746023 = -10907723.973102
  nChanged 5
		SP:Iteration 69Q (41737.750000 sec): 3 clusters
  Score: Raw -10911442.332060 + Penalty 3716.746023 = -10907725.586037
  nChanged 6
		SP:Iteration 70Q (41738.200000 sec): 3 clusters
  Score: Raw -10911443.996557 + Penalty 3716.746023 = -10907727.250535
  nChanged 5
		SP:Iteration 71Q (41738.720000 sec): 3 clusters
  Score: Raw -10911445.069515 + Penalty 3716.746023 = -10907728.323493
  nChanged 3
		SP:Iteration 72Q (41739.300000 sec): 3 clusters
  Score: Raw -10911446.265231 + Penalty 3716.746023 = -10907729.519209
  nChanged 5
		SP:Iteration 73Q (41739.840000 sec): 3 clusters
  Score: Raw -10911448.123767 + Penalty 3716.746023 = -10907731.377745
  nChanged 1
		SP:Iteration 74Q (41740.330000 sec): 3 clusters
  Score: Raw -10911448.298837 + Penalty 3716.746023 = -10907731.552814
  nChanged 0
		SP:Iteration 75F (41740.920000 sec): 3 clusters
  Score: Raw -10911448.298837 + Penalty 3716.746023 = -10907731.552814
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 27 (11933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41741.110000 sec): 2 clusters
  Score: Raw -1333000.970692 + Penalty 1525.397729 = -1331475.572963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41741.310000 sec): 3 clusters
  Score: Raw -1326080.283722 + Penalty 3050.795459 = -1323029.488263
  nChanged 5257
		SP:Iteration 1F (41741.580000 sec): 3 clusters
  Score: Raw -1329139.833756 + Penalty 3050.795459 = -1326089.038297
  nChanged 810
		SP:Iteration 2F (41741.820000 sec): 3 clusters
  Score: Raw -1329586.602694 + Penalty 3050.795459 = -1326535.807235
  nChanged 776
		SP:Iteration 3F (41742.030000 sec): 3 clusters
  Score: Raw -1330033.109014 + Penalty 3050.795459 = -1326982.313555
  nChanged 721
		SP:Iteration 4F (41742.250000 sec): 3 clusters
  Score: Raw -1330455.685741 + Penalty 3050.795459 = -1327404.890283
  nChanged 659
		SP:Iteration 5F (41742.470000 sec): 3 clusters
  Score: Raw -1330840.087515 + Penalty 3050.795459 = -1327789.292056
  nChanged 636
		SP:Iteration 6F (41742.690000 sec): 3 clusters
  Score: Raw -1331233.682896 + Penalty 3050.795459 = -1328182.887437
  nChanged 606
		SP:Iteration 7F (41742.920000 sec): 3 clusters
  Score: Raw -1331610.447235 + Penalty 3050.795459 = -1328559.651776
  nChanged 520
		SP:Iteration 8Q (41743.160000 sec): 3 clusters
  Score: Raw -1331903.550164 + Penalty 3050.795459 = -1328852.754705
  nChanged 411
		SP:Iteration 9Q (41743.360000 sec): 3 clusters
  Score: Raw -1332135.033998 + Penalty 3050.795459 = -1329084.238540
  nChanged 358
		SP:Iteration 10Q (41743.580000 sec): 3 clusters
  Score: Raw -1332305.348440 + Penalty 3050.795459 = -1329254.552981
  nChanged 248
		SP:Iteration 11Q (41743.770000 sec): 3 clusters
  Score: Raw -1332421.677049 + Penalty 3050.795459 = -1329370.881590
  nChanged 216
		SP:Iteration 12Q (41743.990000 sec): 3 clusters
  Score: Raw -1332509.878526 + Penalty 3050.795459 = -1329459.083068
  nChanged 186
		SP:Iteration 13Q (41744.220000 sec): 3 clusters
  Score: Raw -1332581.891375 + Penalty 3050.795459 = -1329531.095916
  nChanged 162
		SP:Iteration 14Q (41744.430000 sec): 3 clusters
  Score: Raw -1332644.102837 + Penalty 3050.795459 = -1329593.307378
  nChanged 178
		SP:Iteration 15Q (41744.630000 sec): 3 clusters
  Score: Raw -1332718.443036 + Penalty 3050.795459 = -1329667.647577
  nChanged 159
		SP:Iteration 16Q (41744.880000 sec): 3 clusters
  Score: Raw -1332778.577304 + Penalty 3050.795459 = -1329727.781845
  nChanged 156
		SP:Iteration 17Q (41745.110000 sec): 3 clusters
  Score: Raw -1332845.103707 + Penalty 3050.795459 = -1329794.308248
  nChanged 136
		SP:Iteration 18Q (41745.320000 sec): 3 clusters
  Score: Raw -1332900.654750 + Penalty 3050.795459 = -1329849.859292
  nChanged 114
		SP:Iteration 19Q (41745.530000 sec): 3 clusters
  Score: Raw -1332938.175215 + Penalty 3050.795459 = -1329887.379757
  nChanged 93
		SP:Iteration 20F (41745.750000 sec): 3 clusters
  Score: Raw -1332968.051577 + Penalty 3050.795459 = -1329917.256118
  nChanged 76
		SP:Iteration 21Q (41745.970000 sec): 3 clusters
  Score: Raw -1332992.775249 + Penalty 3050.795459 = -1329941.979790
  nChanged 77
		SP:Iteration 22Q (41746.180000 sec): 3 clusters
  Score: Raw -1333023.858139 + Penalty 3050.795459 = -1329973.062680
  nChanged 76
		SP:Iteration 23Q (41746.380000 sec): 3 clusters
  Score: Raw -1333056.611997 + Penalty 3050.795459 = -1330005.816538
  nChanged 69
		SP:Iteration 24Q (41746.630000 sec): 3 clusters
  Score: Raw -1333091.430440 + Penalty 3050.795459 = -1330040.634981
  nChanged 55
		SP:Iteration 25Q (41746.800000 sec): 3 clusters
  Score: Raw -1333124.900462 + Penalty 3050.795459 = -1330074.105003
  nChanged 58
		SP:Iteration 26Q (41747.030000 sec): 3 clusters
  Score: Raw -1333163.500953 + Penalty 3050.795459 = -1330112.705494
  nChanged 52
		SP:Iteration 27Q (41747.280000 sec): 3 clusters
  Score: Raw -1333193.764396 + Penalty 3050.795459 = -1330142.968937
  nChanged 45
		SP:Iteration 28Q (41747.460000 sec): 3 clusters
  Score: Raw -1333217.531900 + Penalty 3050.795459 = -1330166.736441
  nChanged 46
		SP:Iteration 29Q (41747.680000 sec): 3 clusters
  Score: Raw -1333240.212520 + Penalty 3050.795459 = -1330189.417061
  nChanged 43
		SP:Iteration 30Q (41747.900000 sec): 3 clusters
  Score: Raw -1333260.759546 + Penalty 3050.795459 = -1330209.964087
  nChanged 36
		SP:Iteration 31Q (41748.120000 sec): 3 clusters
  Score: Raw -1333274.908342 + Penalty 3050.795459 = -1330224.112883
  nChanged 27
		SP:Iteration 32Q (41748.300000 sec): 3 clusters
  Score: Raw -1333287.400614 + Penalty 3050.795459 = -1330236.605155
  nChanged 16
		SP:Iteration 33Q (41748.490000 sec): 3 clusters
  Score: Raw -1333293.118920 + Penalty 3050.795459 = -1330242.323461
  nChanged 15
		SP:Iteration 34Q (41748.730000 sec): 3 clusters
  Score: Raw -1333297.566068 + Penalty 3050.795459 = -1330246.770609
  nChanged 13
		SP:Iteration 35Q (41748.910000 sec): 3 clusters
  Score: Raw -1333301.311308 + Penalty 3050.795459 = -1330250.515849
  nChanged 10
		SP:Iteration 36Q (41749.120000 sec): 3 clusters
  Score: Raw -1333304.103161 + Penalty 3050.795459 = -1330253.307702
  nChanged 14
		SP:Iteration 37Q (41749.350000 sec): 3 clusters
  Score: Raw -1333307.994342 + Penalty 3050.795459 = -1330257.198883
  nChanged 11
		SP:Iteration 38Q (41749.580000 sec): 3 clusters
  Score: Raw -1333311.151570 + Penalty 3050.795459 = -1330260.356111
  nChanged 10
		SP:Iteration 39Q (41749.750000 sec): 3 clusters
  Score: Raw -1333313.922309 + Penalty 3050.795459 = -1330263.126850
  nChanged 10
		SP:Iteration 40F (41749.970000 sec): 3 clusters
  Score: Raw -1333316.782468 + Penalty 3050.795459 = -1330265.987009
  nChanged 7
		SP:Iteration 41Q (41750.150000 sec): 3 clusters
  Score: Raw -1333318.717375 + Penalty 3050.795459 = -1330267.921917
  nChanged 8
		SP:Iteration 42Q (41750.380000 sec): 3 clusters
  Score: Raw -1333321.077092 + Penalty 3050.795459 = -1330270.281633
  nChanged 8
		SP:Iteration 43Q (41750.570000 sec): 3 clusters
  Score: Raw -1333324.209786 + Penalty 3050.795459 = -1330273.414327
  nChanged 7
		SP:Iteration 44Q (41750.790000 sec): 3 clusters
  Score: Raw -1333326.462087 + Penalty 3050.795459 = -1330275.666628
  nChanged 7
		SP:Iteration 45Q (41751.020000 sec): 3 clusters
  Score: Raw -1333328.344590 + Penalty 3050.795459 = -1330277.549131
  nChanged 5
		SP:Iteration 46Q (41751.210000 sec): 3 clusters
  Score: Raw -1333329.761296 + Penalty 3050.795459 = -1330278.965838
  nChanged 2
		SP:Iteration 47Q (41751.410000 sec): 3 clusters
  Score: Raw -1333330.264339 + Penalty 3050.795459 = -1330279.468880
  nChanged 3
		SP:Iteration 48Q (41751.630000 sec): 3 clusters
  Score: Raw -1333330.714879 + Penalty 3050.795459 = -1330279.919420
  nChanged 3
		SP:Iteration 49Q (41751.830000 sec): 3 clusters
  Score: Raw -1333331.397833 + Penalty 3050.795459 = -1330280.602374
  nChanged 8
		SP:Iteration 50Q (41752.050000 sec): 3 clusters
  Score: Raw -1333333.874970 + Penalty 3050.795459 = -1330283.079511
  nChanged 6
		SP:Iteration 51Q (41752.280000 sec): 3 clusters
  Score: Raw -1333336.170134 + Penalty 3050.795459 = -1330285.374675
  nChanged 7
		SP:Iteration 52Q (41752.480000 sec): 3 clusters
  Score: Raw -1333337.447211 + Penalty 3050.795459 = -1330286.651752
  nChanged 3
		SP:Iteration 53Q (41752.670000 sec): 3 clusters
  Score: Raw -1333337.849024 + Penalty 3050.795459 = -1330287.053565
  nChanged 1
		SP:Iteration 54Q (41752.880000 sec): 3 clusters
  Score: Raw -1333337.921542 + Penalty 3050.795459 = -1330287.126083
  nChanged 0
		SP:Iteration 55F (41753.110000 sec): 3 clusters
  Score: Raw -1333337.921542 + Penalty 3050.795459 = -1330287.126083
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 28 (68375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41753.510000 sec): 2 clusters
  Score: Raw -7615480.997189 + Penalty 1809.073913 = -7613671.923277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41753.990000 sec): 3 clusters
  Score: Raw -7571572.076124 + Penalty 3618.147825 = -7567953.928298
  nChanged 32152
		SP:Iteration 1F (41754.510000 sec): 3 clusters
  Score: Raw -7590352.572733 + Penalty 3618.147825 = -7586734.424908
  nChanged 3024
		SP:Iteration 2Q (41754.990000 sec): 3 clusters
  Score: Raw -7591366.622524 + Penalty 3618.147825 = -7587748.474698
  nChanged 3241
		SP:Iteration 3Q (41755.500000 sec): 3 clusters
  Score: Raw -7592692.089880 + Penalty 3618.147825 = -7589073.942055
  nChanged 3849
		SP:Iteration 4F (41755.990000 sec): 3 clusters
  Score: Raw -7594711.162000 + Penalty 3618.147825 = -7591093.014174
  nChanged 4555
		SP:Iteration 5F (41756.490000 sec): 3 clusters
  Score: Raw -7597703.569443 + Penalty 3618.147825 = -7594085.421618
  nChanged 5183
		SP:Iteration 6F (41756.950000 sec): 3 clusters
  Score: Raw -7601721.800249 + Penalty 3618.147825 = -7598103.652424
  nChanged 5025
		SP:Iteration 7F (41757.400000 sec): 3 clusters
  Score: Raw -7605923.595397 + Penalty 3618.147825 = -7602305.447572
  nChanged 4205
		SP:Iteration 8F (41757.870000 sec): 3 clusters
  Score: Raw -7609533.690775 + Penalty 3618.147825 = -7605915.542950
  nChanged 3041
		SP:Iteration 9Q (41758.420000 sec): 3 clusters
  Score: Raw -7612115.488513 + Penalty 3618.147825 = -7608497.340688
  nChanged 2008
		SP:Iteration 10Q (41758.910000 sec): 3 clusters
  Score: Raw -7613781.782691 + Penalty 3618.147825 = -7610163.634866
  nChanged 1170
		SP:Iteration 11Q (41759.330000 sec): 3 clusters
  Score: Raw -7614677.256781 + Penalty 3618.147825 = -7611059.108956
  nChanged 666
		SP:Iteration 12Q (41759.790000 sec): 3 clusters
  Score: Raw -7615161.334539 + Penalty 3618.147825 = -7611543.186713
  nChanged 401
		SP:Iteration 13Q (41760.250000 sec): 3 clusters
  Score: Raw -7615449.089347 + Penalty 3618.147825 = -7611830.941521
  nChanged 265
		SP:Iteration 14Q (41760.680000 sec): 3 clusters
  Score: Raw -7615663.153483 + Penalty 3618.147825 = -7612045.005657
  nChanged 163
		SP:Iteration 15Q (41761.120000 sec): 3 clusters
  Score: Raw -7615800.804441 + Penalty 3618.147825 = -7612182.656615
  nChanged 98
		SP:Iteration 16Q (41761.630000 sec): 3 clusters
  Score: Raw -7615883.846415 + Penalty 3618.147825 = -7612265.698590
  nChanged 79
		SP:Iteration 17Q (41762.100000 sec): 3 clusters
  Score: Raw -7615949.891068 + Penalty 3618.147825 = -7612331.743243
  nChanged 63
		SP:Iteration 18Q (41762.590000 sec): 3 clusters
  Score: Raw -7615993.194938 + Penalty 3618.147825 = -7612375.047113
  nChanged 48
		SP:Iteration 19Q (41763.070000 sec): 3 clusters
  Score: Raw -7616031.954389 + Penalty 3618.147825 = -7612413.806564
  nChanged 51
		SP:Iteration 20F (41763.540000 sec): 3 clusters
  Score: Raw -7616074.133909 + Penalty 3618.147825 = -7612455.986084
  nChanged 45
		SP:Iteration 21Q (41764.050000 sec): 3 clusters
  Score: Raw -7616101.665077 + Penalty 3618.147825 = -7612483.517251
  nChanged 31
		SP:Iteration 22Q (41764.560000 sec): 3 clusters
  Score: Raw -7616121.371980 + Penalty 3618.147825 = -7612503.224155
  nChanged 28
		SP:Iteration 23Q (41765.060000 sec): 3 clusters
  Score: Raw -7616141.279913 + Penalty 3618.147825 = -7612523.132087
  nChanged 29
		SP:Iteration 24Q (41765.500000 sec): 3 clusters
  Score: Raw -7616161.447811 + Penalty 3618.147825 = -7612543.299985
  nChanged 30
		SP:Iteration 25Q (41765.920000 sec): 3 clusters
  Score: Raw -7616179.449158 + Penalty 3618.147825 = -7612561.301332
  nChanged 23
		SP:Iteration 26Q (41766.460000 sec): 3 clusters
  Score: Raw -7616192.394565 + Penalty 3618.147825 = -7612574.246740
  nChanged 24
		SP:Iteration 27Q (41766.950000 sec): 3 clusters
  Score: Raw -7616207.470613 + Penalty 3618.147825 = -7612589.322787
  nChanged 19
		SP:Iteration 28Q (41767.420000 sec): 3 clusters
  Score: Raw -7616216.057668 + Penalty 3618.147825 = -7612597.909842
  nChanged 16
		SP:Iteration 29Q (41767.890000 sec): 3 clusters
  Score: Raw -7616225.184994 + Penalty 3618.147825 = -7612607.037169
  nChanged 14
		SP:Iteration 30Q (41768.340000 sec): 3 clusters
  Score: Raw -7616233.489387 + Penalty 3618.147825 = -7612615.341561
  nChanged 15
		SP:Iteration 31Q (41768.840000 sec): 3 clusters
  Score: Raw -7616240.428927 + Penalty 3618.147825 = -7612622.281101
  nChanged 10
		SP:Iteration 32Q (41769.270000 sec): 3 clusters
  Score: Raw -7616245.606733 + Penalty 3618.147825 = -7612627.458908
  nChanged 13
		SP:Iteration 33Q (41769.700000 sec): 3 clusters
  Score: Raw -7616251.492914 + Penalty 3618.147825 = -7612633.345088
  nChanged 8
		SP:Iteration 34Q (41770.170000 sec): 3 clusters
  Score: Raw -7616255.075185 + Penalty 3618.147825 = -7612636.927360
  nChanged 7
		SP:Iteration 35Q (41770.590000 sec): 3 clusters
  Score: Raw -7616257.162748 + Penalty 3618.147825 = -7612639.014923
  nChanged 5
		SP:Iteration 36Q (41770.970000 sec): 3 clusters
  Score: Raw -7616259.506090 + Penalty 3618.147825 = -7612641.358264
  nChanged 6
		SP:Iteration 37Q (41771.410000 sec): 3 clusters
  Score: Raw -7616261.932518 + Penalty 3618.147825 = -7612643.784692
  nChanged 4
		SP:Iteration 38Q (41771.820000 sec): 3 clusters
  Score: Raw -7616263.755300 + Penalty 3618.147825 = -7612645.607474
  nChanged 6
		SP:Iteration 39Q (41772.200000 sec): 3 clusters
  Score: Raw -7616267.440333 + Penalty 3618.147825 = -7612649.292507
  nChanged 10
		SP:Iteration 40F (41772.660000 sec): 3 clusters
  Score: Raw -7616272.920957 + Penalty 3618.147825 = -7612654.773132
  nChanged 8
		SP:Iteration 41Q (41773.110000 sec): 3 clusters
  Score: Raw -7616276.377190 + Penalty 3618.147825 = -7612658.229365
  nChanged 2
		SP:Iteration 42Q (41773.530000 sec): 3 clusters
  Score: Raw -7616276.968624 + Penalty 3618.147825 = -7612658.820798
  nChanged 0
		SP:Iteration 43F (41774.000000 sec): 3 clusters
  Score: Raw -7616276.968624 + Penalty 3618.147825 = -7612658.820798
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 29 (10215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41774.160000 sec): 2 clusters
  Score: Raw -1153528.595052 + Penalty 1500.137032 = -1152028.458019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41774.400000 sec): 3 clusters
  Score: Raw -1147704.349917 + Penalty 3000.274065 = -1144704.075852
  nChanged 4440
		SP:Iteration 1F (41774.580000 sec): 3 clusters
  Score: Raw -1150190.829747 + Penalty 3000.274065 = -1147190.555682
  nChanged 745
		SP:Iteration 2F (41774.810000 sec): 3 clusters
  Score: Raw -1150586.065877 + Penalty 3000.274065 = -1147585.791812
  nChanged 613
		SP:Iteration 3F (41775.030000 sec): 3 clusters
  Score: Raw -1150919.350079 + Penalty 3000.274065 = -1147919.076014
  nChanged 613
		SP:Iteration 4F (41775.210000 sec): 3 clusters
  Score: Raw -1151316.572439 + Penalty 3000.274065 = -1148316.298374
  nChanged 651
		SP:Iteration 5F (41775.440000 sec): 3 clusters
  Score: Raw -1151771.007852 + Penalty 3000.274065 = -1148770.733787
  nChanged 642
		SP:Iteration 6F (41775.650000 sec): 3 clusters
  Score: Raw -1152246.219794 + Penalty 3000.274065 = -1149245.945729
  nChanged 587
		SP:Iteration 7F (41775.830000 sec): 3 clusters
  Score: Raw -1152688.496784 + Penalty 3000.274065 = -1149688.222719
  nChanged 498
		SP:Iteration 8Q (41776.050000 sec): 3 clusters
  Score: Raw -1153013.122955 + Penalty 3000.274065 = -1150012.848890
  nChanged 358
		SP:Iteration 9Q (41776.240000 sec): 3 clusters
  Score: Raw -1153220.956465 + Penalty 3000.274065 = -1150220.682400
  nChanged 272
		SP:Iteration 10Q (41776.450000 sec): 3 clusters
  Score: Raw -1153379.645945 + Penalty 3000.274065 = -1150379.371880
  nChanged 198
		SP:Iteration 11Q (41776.650000 sec): 3 clusters
  Score: Raw -1153490.854022 + Penalty 3000.274065 = -1150490.579958
  nChanged 150
		SP:Iteration 12Q (41776.850000 sec): 3 clusters
  Score: Raw -1153566.276994 + Penalty 3000.274065 = -1150566.002929
  nChanged 114
		SP:Iteration 13Q (41777.060000 sec): 3 clusters
  Score: Raw -1153635.027388 + Penalty 3000.274065 = -1150634.753323
  nChanged 104
		SP:Iteration 14Q (41777.290000 sec): 3 clusters
  Score: Raw -1153691.934159 + Penalty 3000.274065 = -1150691.660094
  nChanged 85
		SP:Iteration 15Q (41777.480000 sec): 3 clusters
  Score: Raw -1153740.214456 + Penalty 3000.274065 = -1150739.940391
  nChanged 69
		SP:Iteration 16Q (41777.710000 sec): 3 clusters
  Score: Raw -1153777.353136 + Penalty 3000.274065 = -1150777.079071
  nChanged 57
		SP:Iteration 17Q (41777.910000 sec): 3 clusters
  Score: Raw -1153804.944747 + Penalty 3000.274065 = -1150804.670682
  nChanged 53
		SP:Iteration 18Q (41778.090000 sec): 3 clusters
  Score: Raw -1153826.395322 + Penalty 3000.274065 = -1150826.121257
  nChanged 33
		SP:Iteration 19Q (41778.290000 sec): 3 clusters
  Score: Raw -1153839.540211 + Penalty 3000.274065 = -1150839.266146
  nChanged 28
		SP:Iteration 20F (41778.480000 sec): 3 clusters
  Score: Raw -1153848.880615 + Penalty 3000.274065 = -1150848.606550
  nChanged 26
		SP:Iteration 21Q (41778.680000 sec): 3 clusters
  Score: Raw -1153858.369672 + Penalty 3000.274065 = -1150858.095607
  nChanged 14
		SP:Iteration 22Q (41778.870000 sec): 3 clusters
  Score: Raw -1153863.174769 + Penalty 3000.274065 = -1150862.900704
  nChanged 16
		SP:Iteration 23Q (41779.070000 sec): 3 clusters
  Score: Raw -1153868.136880 + Penalty 3000.274065 = -1150867.862815
  nChanged 14
		SP:Iteration 24Q (41779.260000 sec): 3 clusters
  Score: Raw -1153873.153874 + Penalty 3000.274065 = -1150872.879809
  nChanged 15
		SP:Iteration 25Q (41779.460000 sec): 3 clusters
  Score: Raw -1153877.816373 + Penalty 3000.274065 = -1150877.542308
  nChanged 12
		SP:Iteration 26Q (41779.650000 sec): 3 clusters
  Score: Raw -1153883.221455 + Penalty 3000.274065 = -1150882.947391
  nChanged 17
		SP:Iteration 27Q (41779.850000 sec): 3 clusters
  Score: Raw -1153891.045892 + Penalty 3000.274065 = -1150890.771827
  nChanged 19
		SP:Iteration 28Q (41780.040000 sec): 3 clusters
  Score: Raw -1153899.576753 + Penalty 3000.274065 = -1150899.302688
  nChanged 18
		SP:Iteration 29Q (41780.240000 sec): 3 clusters
  Score: Raw -1153905.397650 + Penalty 3000.274065 = -1150905.123585
  nChanged 13
		SP:Iteration 30Q (41780.460000 sec): 3 clusters
  Score: Raw -1153910.681908 + Penalty 3000.274065 = -1150910.407843
  nChanged 10
		SP:Iteration 31Q (41780.650000 sec): 3 clusters
  Score: Raw -1153912.912131 + Penalty 3000.274065 = -1150912.638066
  nChanged 7
		SP:Iteration 32Q (41780.880000 sec): 3 clusters
  Score: Raw -1153915.257381 + Penalty 3000.274065 = -1150914.983316
  nChanged 5
		SP:Iteration 33Q (41781.100000 sec): 3 clusters
  Score: Raw -1153916.356884 + Penalty 3000.274065 = -1150916.082819
  nChanged 8
		SP:Iteration 34Q (41781.300000 sec): 3 clusters
  Score: Raw -1153918.316966 + Penalty 3000.274065 = -1150918.042901
  nChanged 2
		SP:Iteration 35Q (41781.510000 sec): 3 clusters
  Score: Raw -1153918.728688 + Penalty 3000.274065 = -1150918.454623
  nChanged 1
		SP:Iteration 36Q (41781.670000 sec): 3 clusters
  Score: Raw -1153919.209484 + Penalty 3000.274065 = -1150918.935419
  nChanged 2
		SP:Iteration 37Q (41781.900000 sec): 3 clusters
  Score: Raw -1153919.525755 + Penalty 3000.274065 = -1150919.251690
  nChanged 0
		SP:Iteration 38F (41782.170000 sec): 3 clusters
  Score: Raw -1153919.525755 + Penalty 3000.274065 = -1150919.251690
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 30 (18732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41782.330000 sec): 2 clusters
  Score: Raw -2024488.835505 + Penalty 1598.673143 = -2022890.162363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41782.550000 sec): 3 clusters
  Score: Raw -2013380.450656 + Penalty 3197.346285 = -2010183.104371
  nChanged 8483
		SP:Iteration 1F (41782.830000 sec): 3 clusters
  Score: Raw -2018528.369901 + Penalty 3197.346285 = -2015331.023616
  nChanged 1245
		SP:Iteration 2F (41783.090000 sec): 3 clusters
  Score: Raw -2019355.657968 + Penalty 3197.346285 = -2016158.311683
  nChanged 1251
		SP:Iteration 3F (41783.380000 sec): 3 clusters
  Score: Raw -2020220.759501 + Penalty 3197.346285 = -2017023.413215
  nChanged 1212
		SP:Iteration 4F (41783.630000 sec): 3 clusters
  Score: Raw -2021096.374430 + Penalty 3197.346285 = -2017899.028145
  nChanged 1149
		SP:Iteration 5F (41783.940000 sec): 3 clusters
  Score: Raw -2021826.398978 + Penalty 3197.346285 = -2018629.052693
  nChanged 972
		SP:Iteration 6F (41784.190000 sec): 3 clusters
  Score: Raw -2022382.678628 + Penalty 3197.346285 = -2019185.332343
  nChanged 836
		SP:Iteration 7Q (41784.470000 sec): 3 clusters
  Score: Raw -2022766.297543 + Penalty 3197.346285 = -2019568.951258
  nChanged 644
		SP:Iteration 8Q (41784.710000 sec): 3 clusters
  Score: Raw -2023010.352095 + Penalty 3197.346285 = -2019813.005810
  nChanged 493
		SP:Iteration 9Q (41785.030000 sec): 3 clusters
  Score: Raw -2023169.312090 + Penalty 3197.346285 = -2019971.965805
  nChanged 404
		SP:Iteration 10Q (41785.240000 sec): 3 clusters
  Score: Raw -2023298.107559 + Penalty 3197.346285 = -2020100.761274
  nChanged 348
		SP:Iteration 11Q (41785.490000 sec): 3 clusters
  Score: Raw -2023405.756765 + Penalty 3197.346285 = -2020208.410480
  nChanged 318
		SP:Iteration 12Q (41785.740000 sec): 3 clusters
  Score: Raw -2023500.688045 + Penalty 3197.346285 = -2020303.341760
  nChanged 274
		SP:Iteration 13Q (41786.030000 sec): 3 clusters
  Score: Raw -2023576.347232 + Penalty 3197.346285 = -2020379.000946
  nChanged 257
		SP:Iteration 14Q (41786.310000 sec): 3 clusters
  Score: Raw -2023654.314481 + Penalty 3197.346285 = -2020456.968195
  nChanged 250
		SP:Iteration 15Q (41786.540000 sec): 3 clusters
  Score: Raw -2023730.255761 + Penalty 3197.346285 = -2020532.909476
  nChanged 247
		SP:Iteration 16Q (41786.810000 sec): 3 clusters
  Score: Raw -2023799.203594 + Penalty 3197.346285 = -2020601.857309
  nChanged 212
		SP:Iteration 17Q (41787.070000 sec): 3 clusters
  Score: Raw -2023854.705153 + Penalty 3197.346285 = -2020657.358868
  nChanged 193
		SP:Iteration 18Q (41787.350000 sec): 3 clusters
  Score: Raw -2023893.360846 + Penalty 3197.346285 = -2020696.014561
  nChanged 166
		SP:Iteration 19Q (41787.650000 sec): 3 clusters
  Score: Raw -2023917.670238 + Penalty 3197.346285 = -2020720.323953
  nChanged 139
		SP:Iteration 20F (41787.980000 sec): 3 clusters
  Score: Raw -2023935.169026 + Penalty 3197.346285 = -2020737.822741
  nChanged 105
		SP:Iteration 21Q (41788.230000 sec): 3 clusters
  Score: Raw -2023949.312272 + Penalty 3197.346285 = -2020751.965987
  nChanged 98
		SP:Iteration 22Q (41788.520000 sec): 3 clusters
  Score: Raw -2023962.137240 + Penalty 3197.346285 = -2020764.790954
  nChanged 94
		SP:Iteration 23Q (41788.800000 sec): 3 clusters
  Score: Raw -2023973.548278 + Penalty 3197.346285 = -2020776.201993
  nChanged 75
		SP:Iteration 24Q (41789.100000 sec): 3 clusters
  Score: Raw -2023982.486622 + Penalty 3197.346285 = -2020785.140336
  nChanged 63
		SP:Iteration 25Q (41789.330000 sec): 3 clusters
  Score: Raw -2023989.431200 + Penalty 3197.346285 = -2020792.084915
  nChanged 51
		SP:Iteration 26Q (41789.630000 sec): 3 clusters
  Score: Raw -2023993.833724 + Penalty 3197.346285 = -2020796.487438
  nChanged 52
		SP:Iteration 27Q (41789.880000 sec): 3 clusters
  Score: Raw -2023998.644831 + Penalty 3197.346285 = -2020801.298545
  nChanged 46
		SP:Iteration 28Q (41790.170000 sec): 3 clusters
  Score: Raw -2024003.713240 + Penalty 3197.346285 = -2020806.366955
  nChanged 58
		SP:Iteration 29Q (41790.470000 sec): 3 clusters
  Score: Raw -2024009.615500 + Penalty 3197.346285 = -2020812.269215
  nChanged 50
		SP:Iteration 30Q (41790.780000 sec): 3 clusters
  Score: Raw -2024014.835998 + Penalty 3197.346285 = -2020817.489713
  nChanged 51
		SP:Iteration 31Q (41791.050000 sec): 3 clusters
  Score: Raw -2024019.003332 + Penalty 3197.346285 = -2020821.657047
  nChanged 39
		SP:Iteration 32Q (41791.290000 sec): 3 clusters
  Score: Raw -2024022.392001 + Penalty 3197.346285 = -2020825.045716
  nChanged 38
		SP:Iteration 33Q (41791.550000 sec): 3 clusters
  Score: Raw -2024025.501128 + Penalty 3197.346285 = -2020828.154842
  nChanged 33
		SP:Iteration 34Q (41791.780000 sec): 3 clusters
  Score: Raw -2024027.887536 + Penalty 3197.346285 = -2020830.541251
  nChanged 29
		SP:Iteration 35Q (41792.080000 sec): 3 clusters
  Score: Raw -2024030.072190 + Penalty 3197.346285 = -2020832.725905
  nChanged 23
		SP:Iteration 36Q (41792.310000 sec): 3 clusters
  Score: Raw -2024031.848958 + Penalty 3197.346285 = -2020834.502673
  nChanged 26
		SP:Iteration 37Q (41792.550000 sec): 3 clusters
  Score: Raw -2024033.933985 + Penalty 3197.346285 = -2020836.587700
  nChanged 22
		SP:Iteration 38Q (41792.830000 sec): 3 clusters
  Score: Raw -2024035.754247 + Penalty 3197.346285 = -2020838.407961
  nChanged 24
		SP:Iteration 39Q (41793.030000 sec): 3 clusters
  Score: Raw -2024037.339809 + Penalty 3197.346285 = -2020839.993524
  nChanged 22
		SP:Iteration 40F (41793.270000 sec): 3 clusters
  Score: Raw -2024039.169974 + Penalty 3197.346285 = -2020841.823689
  nChanged 17
		SP:Iteration 41Q (41793.530000 sec): 3 clusters
  Score: Raw -2024040.395580 + Penalty 3197.346285 = -2020843.049295
  nChanged 11
		SP:Iteration 42Q (41793.770000 sec): 3 clusters
  Score: Raw -2024041.056636 + Penalty 3197.346285 = -2020843.710351
  nChanged 16
		SP:Iteration 43Q (41794.010000 sec): 3 clusters
  Score: Raw -2024041.876401 + Penalty 3197.346285 = -2020844.530116
  nChanged 14
		SP:Iteration 44Q (41794.270000 sec): 3 clusters
  Score: Raw -2024042.930953 + Penalty 3197.346285 = -2020845.584667
  nChanged 19
		SP:Iteration 45Q (41794.520000 sec): 3 clusters
  Score: Raw -2024044.443748 + Penalty 3197.346285 = -2020847.097463
  nChanged 16
		SP:Iteration 46Q (41794.770000 sec): 3 clusters
  Score: Raw -2024045.612920 + Penalty 3197.346285 = -2020848.266635
  nChanged 21
		SP:Iteration 47Q (41795.040000 sec): 3 clusters
  Score: Raw -2024047.226058 + Penalty 3197.346285 = -2020849.879773
  nChanged 21
		SP:Iteration 48Q (41795.260000 sec): 3 clusters
  Score: Raw -2024048.717125 + Penalty 3197.346285 = -2020851.370840
  nChanged 19
		SP:Iteration 49Q (41795.570000 sec): 3 clusters
  Score: Raw -2024049.540192 + Penalty 3197.346285 = -2020852.193907
  nChanged 9
		SP:Iteration 50Q (41795.850000 sec): 3 clusters
  Score: Raw -2024049.982342 + Penalty 3197.346285 = -2020852.636056
  nChanged 8
		SP:Iteration 51Q (41796.190000 sec): 3 clusters
  Score: Raw -2024050.476459 + Penalty 3197.346285 = -2020853.130174
  nChanged 4
		SP:Iteration 52Q (41796.430000 sec): 3 clusters
  Score: Raw -2024050.777551 + Penalty 3197.346285 = -2020853.431266
  nChanged 4
		SP:Iteration 53Q (41796.700000 sec): 3 clusters
  Score: Raw -2024051.044876 + Penalty 3197.346285 = -2020853.698591
  nChanged 10
		SP:Iteration 54Q (41796.990000 sec): 3 clusters
  Score: Raw -2024051.817990 + Penalty 3197.346285 = -2020854.471704
  nChanged 10
		SP:Iteration 55Q (41797.260000 sec): 3 clusters
  Score: Raw -2024052.435489 + Penalty 3197.346285 = -2020855.089203
  nChanged 6
		SP:Iteration 56Q (41797.550000 sec): 3 clusters
  Score: Raw -2024052.723687 + Penalty 3197.346285 = -2020855.377402
  nChanged 5
		SP:Iteration 57Q (41797.780000 sec): 3 clusters
  Score: Raw -2024052.970044 + Penalty 3197.346285 = -2020855.623758
  nChanged 4
		SP:Iteration 58Q (41798.030000 sec): 3 clusters
  Score: Raw -2024053.151037 + Penalty 3197.346285 = -2020855.804751
  nChanged 5
		SP:Iteration 59Q (41798.300000 sec): 3 clusters
  Score: Raw -2024053.400626 + Penalty 3197.346285 = -2020856.054340
  nChanged 3
		SP:Iteration 60F (41798.570000 sec): 3 clusters
  Score: Raw -2024053.572011 + Penalty 3197.346285 = -2020856.225726
  nChanged 3
		SP:Iteration 61Q (41798.890000 sec): 3 clusters
  Score: Raw -2024053.714067 + Penalty 3197.346285 = -2020856.367782
  nChanged 5
		SP:Iteration 62Q (41799.190000 sec): 3 clusters
  Score: Raw -2024053.875076 + Penalty 3197.346285 = -2020856.528791
  nChanged 4
		SP:Iteration 63Q (41799.450000 sec): 3 clusters
  Score: Raw -2024054.040099 + Penalty 3197.346285 = -2020856.693814
  nChanged 0
		SP:Iteration 64F (41799.720000 sec): 3 clusters
  Score: Raw -2024054.040099 + Penalty 3197.346285 = -2020856.693814
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 31 (24998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41799.930000 sec): 2 clusters
  Score: Raw -2898361.273262 + Penalty 1645.564554 = -2896715.708709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41800.250000 sec): 3 clusters
  Score: Raw -2883066.315354 + Penalty 3291.129108 = -2879775.186246
  nChanged 11444
		SP:Iteration 1F (41800.570000 sec): 3 clusters
  Score: Raw -2889427.780524 + Penalty 3291.129108 = -2886136.651416
  nChanged 1359
		SP:Iteration 2F (41800.900000 sec): 3 clusters
  Score: Raw -2890003.551048 + Penalty 3291.129108 = -2886712.421940
  nChanged 1459
		SP:Iteration 3F (41801.180000 sec): 3 clusters
  Score: Raw -2890719.976811 + Penalty 3291.129108 = -2887428.847703
  nChanged 1547
		SP:Iteration 4F (41801.480000 sec): 3 clusters
  Score: Raw -2891585.391090 + Penalty 3291.129108 = -2888294.261983
  nChanged 1642
		SP:Iteration 5F (41801.770000 sec): 3 clusters
  Score: Raw -2892674.357992 + Penalty 3291.129108 = -2889383.228884
  nChanged 1725
		SP:Iteration 6F (41802.050000 sec): 3 clusters
  Score: Raw -2894004.141694 + Penalty 3291.129108 = -2890713.012586
  nChanged 1580
		SP:Iteration 7F (41802.370000 sec): 3 clusters
  Score: Raw -2895390.627442 + Penalty 3291.129108 = -2892099.498334
  nChanged 1315
		SP:Iteration 8F (41802.670000 sec): 3 clusters
  Score: Raw -2896628.314966 + Penalty 3291.129108 = -2893337.185858
  nChanged 865
		SP:Iteration 9Q (41802.990000 sec): 3 clusters
  Score: Raw -2897416.926000 + Penalty 3291.129108 = -2894125.796892
  nChanged 515
		SP:Iteration 10Q (41803.330000 sec): 3 clusters
  Score: Raw -2897851.929768 + Penalty 3291.129108 = -2894560.800660
  nChanged 333
		SP:Iteration 11Q (41803.600000 sec): 3 clusters
  Score: Raw -2898102.317364 + Penalty 3291.129108 = -2894811.188257
  nChanged 255
		SP:Iteration 12Q (41803.880000 sec): 3 clusters
  Score: Raw -2898275.150545 + Penalty 3291.129108 = -2894984.021437
  nChanged 172
		SP:Iteration 13Q (41804.200000 sec): 3 clusters
  Score: Raw -2898376.939102 + Penalty 3291.129108 = -2895085.809994
  nChanged 136
		SP:Iteration 14Q (41804.470000 sec): 3 clusters
  Score: Raw -2898445.927179 + Penalty 3291.129108 = -2895154.798072
  nChanged 100
		SP:Iteration 15Q (41804.740000 sec): 3 clusters
  Score: Raw -2898492.587511 + Penalty 3291.129108 = -2895201.458403
  nChanged 78
		SP:Iteration 16Q (41804.980000 sec): 3 clusters
  Score: Raw -2898528.529729 + Penalty 3291.129108 = -2895237.400621
  nChanged 65
		SP:Iteration 17Q (41805.220000 sec): 3 clusters
  Score: Raw -2898556.715952 + Penalty 3291.129108 = -2895265.586845
  nChanged 58
		SP:Iteration 18Q (41805.540000 sec): 3 clusters
  Score: Raw -2898579.362944 + Penalty 3291.129108 = -2895288.233836
  nChanged 46
		SP:Iteration 19Q (41805.880000 sec): 3 clusters
  Score: Raw -2898593.946691 + Penalty 3291.129108 = -2895302.817584
  nChanged 28
		SP:Iteration 20F (41806.150000 sec): 3 clusters
  Score: Raw -2898602.342902 + Penalty 3291.129108 = -2895311.213795
  nChanged 24
		SP:Iteration 21Q (41806.490000 sec): 3 clusters
  Score: Raw -2898609.713763 + Penalty 3291.129108 = -2895318.584655
  nChanged 14
		SP:Iteration 22Q (41806.700000 sec): 3 clusters
  Score: Raw -2898614.143952 + Penalty 3291.129108 = -2895323.014845
  nChanged 9
		SP:Iteration 23Q (41806.960000 sec): 3 clusters
  Score: Raw -2898617.160964 + Penalty 3291.129108 = -2895326.031856
  nChanged 8
		SP:Iteration 24Q (41807.240000 sec): 3 clusters
  Score: Raw -2898618.422264 + Penalty 3291.129108 = -2895327.293156
  nChanged 2
		SP:Iteration 25Q (41807.490000 sec): 3 clusters
  Score: Raw -2898618.836295 + Penalty 3291.129108 = -2895327.707187
  nChanged 3
		SP:Iteration 26Q (41807.810000 sec): 3 clusters
  Score: Raw -2898619.375351 + Penalty 3291.129108 = -2895328.246244
  nChanged 1
		SP:Iteration 27Q (41808.120000 sec): 3 clusters
  Score: Raw -2898619.527097 + Penalty 3291.129108 = -2895328.397989
  nChanged 1
		SP:Iteration 28Q (41808.450000 sec): 3 clusters
  Score: Raw -2898619.778310 + Penalty 3291.129108 = -2895328.649203
  nChanged 2
		SP:Iteration 29Q (41808.680000 sec): 3 clusters
  Score: Raw -2898619.889388 + Penalty 3291.129108 = -2895328.760281
  nChanged 0
		SP:Iteration 30F (41808.980000 sec): 3 clusters
  Score: Raw -2898619.889388 + Penalty 3291.129108 = -2895328.760281
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 32 (2382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41809.110000 sec): 2 clusters
  Score: Raw -211874.877629 + Penalty 1263.550559 = -210611.327069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41809.250000 sec): 3 clusters
  Score: Raw -210844.846735 + Penalty 2527.101119 = -208317.745616
  nChanged 879
		SP:Iteration 1F (41809.450000 sec): 3 clusters
  Score: Raw -211460.861249 + Penalty 2527.101119 = -208933.760130
  nChanged 202
		SP:Iteration 2F (41809.610000 sec): 3 clusters
  Score: Raw -211621.227342 + Penalty 2527.101119 = -209094.126223
  nChanged 132
		SP:Iteration 3F (41809.830000 sec): 3 clusters
  Score: Raw -211766.771762 + Penalty 2527.101119 = -209239.670644
  nChanged 129
		SP:Iteration 4F (41810.010000 sec): 3 clusters
  Score: Raw -211895.463771 + Penalty 2527.101119 = -209368.362653
  nChanged 113
		SP:Iteration 5Q (41810.190000 sec): 3 clusters
  Score: Raw -212024.881675 + Penalty 2527.101119 = -209497.780556
  nChanged 94
		SP:Iteration 6Q (41810.340000 sec): 3 clusters
  Score: Raw -212131.502839 + Penalty 2527.101119 = -209604.401721
  nChanged 88
		SP:Iteration 7Q (41810.540000 sec): 3 clusters
  Score: Raw -212234.329736 + Penalty 2527.101119 = -209707.228618
  nChanged 86
		SP:Iteration 8Q (41810.690000 sec): 3 clusters
  Score: Raw -212316.128214 + Penalty 2527.101119 = -209789.027095
  nChanged 70
		SP:Iteration 9Q (41810.870000 sec): 3 clusters
  Score: Raw -212380.208998 + Penalty 2527.101119 = -209853.107879
  nChanged 68
		SP:Iteration 10Q (41811.090000 sec): 3 clusters
  Score: Raw -212437.022171 + Penalty 2527.101119 = -209909.921052
  nChanged 59
		SP:Iteration 11Q (41811.290000 sec): 3 clusters
  Score: Raw -212478.450077 + Penalty 2527.101119 = -209951.348958
  nChanged 48
		SP:Iteration 12Q (41811.440000 sec): 3 clusters
  Score: Raw -212516.106738 + Penalty 2527.101119 = -209989.005620
  nChanged 45
		SP:Iteration 13Q (41811.680000 sec): 3 clusters
  Score: Raw -212548.881228 + Penalty 2527.101119 = -210021.780109
  nChanged 33
		SP:Iteration 14Q (41811.830000 sec): 3 clusters
  Score: Raw -212565.678123 + Penalty 2527.101119 = -210038.577005
  nChanged 18
		SP:Iteration 15Q (41812.040000 sec): 3 clusters
  Score: Raw -212572.920601 + Penalty 2527.101119 = -210045.819482
  nChanged 14
		SP:Iteration 16Q (41812.220000 sec): 3 clusters
  Score: Raw -212580.035119 + Penalty 2527.101119 = -210052.934000
  nChanged 7
		SP:Iteration 17Q (41812.400000 sec): 3 clusters
  Score: Raw -212582.987932 + Penalty 2527.101119 = -210055.886813
  nChanged 9
		SP:Iteration 18Q (41812.580000 sec): 3 clusters
  Score: Raw -212586.387652 + Penalty 2527.101119 = -210059.286533
  nChanged 3
		SP:Iteration 19Q (41812.720000 sec): 3 clusters
  Score: Raw -212587.287613 + Penalty 2527.101119 = -210060.186495
  nChanged 2
		SP:Iteration 20F (41812.850000 sec): 3 clusters
  Score: Raw -212590.048789 + Penalty 2527.101119 = -210062.947670
  nChanged 4
		SP:Iteration 21Q (41813.020000 sec): 3 clusters
  Score: Raw -212591.369833 + Penalty 2527.101119 = -210064.268714
  nChanged 6
		SP:Iteration 22Q (41813.190000 sec): 3 clusters
  Score: Raw -212593.698873 + Penalty 2527.101119 = -210066.597755
  nChanged 4
		SP:Iteration 23Q (41813.370000 sec): 3 clusters
  Score: Raw -212595.669626 + Penalty 2527.101119 = -210068.568507
  nChanged 2
		SP:Iteration 24Q (41813.590000 sec): 3 clusters
  Score: Raw -212596.323970 + Penalty 2527.101119 = -210069.222851
  nChanged 2
		SP:Iteration 25Q (41813.790000 sec): 3 clusters
  Score: Raw -212597.126214 + Penalty 2527.101119 = -210070.025095
  nChanged 3
		SP:Iteration 26Q (41813.910000 sec): 3 clusters
  Score: Raw -212598.345818 + Penalty 2527.101119 = -210071.244699
  nChanged 2
		SP:Iteration 27Q (41814.030000 sec): 3 clusters
  Score: Raw -212598.916318 + Penalty 2527.101119 = -210071.815200
  nChanged 2
		SP:Iteration 28Q (41814.150000 sec): 3 clusters
  Score: Raw -212599.408625 + Penalty 2527.101119 = -210072.307506
  nChanged 1
		SP:Iteration 29Q (41814.270000 sec): 3 clusters
  Score: Raw -212599.997250 + Penalty 2527.101119 = -210072.896131
  nChanged 1
		SP:Iteration 30Q (41814.390000 sec): 3 clusters
  Score: Raw -212600.813187 + Penalty 2527.101119 = -210073.712069
  nChanged 4
		SP:Iteration 31Q (41814.520000 sec): 3 clusters
  Score: Raw -212601.962960 + Penalty 2527.101119 = -210074.861841
  nChanged 1
		SP:Iteration 32Q (41814.650000 sec): 3 clusters
  Score: Raw -212602.309677 + Penalty 2527.101119 = -210075.208559
  nChanged 0
		SP:Iteration 33F (41814.770000 sec): 3 clusters
  Score: Raw -212602.309677 + Penalty 2527.101119 = -210075.208559
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 33 (29487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41815.010000 sec): 2 clusters
  Score: Raw -3682097.778266 + Penalty 1672.402025 = -3680425.376241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41815.300000 sec): 3 clusters
  Score: Raw -3663974.447367 + Penalty 3344.804049 = -3660629.643317
  nChanged 13520
		SP:Iteration 1F (41815.600000 sec): 3 clusters
  Score: Raw -3671446.172488 + Penalty 3344.804049 = -3668101.368439
  nChanged 1457
		SP:Iteration 2Q (41815.910000 sec): 3 clusters
  Score: Raw -3672064.090503 + Penalty 3344.804049 = -3668719.286454
  nChanged 1565
		SP:Iteration 3F (41816.280000 sec): 3 clusters
  Score: Raw -3672900.571822 + Penalty 3344.804049 = -3669555.767773
  nChanged 1815
		SP:Iteration 4F (41816.590000 sec): 3 clusters
  Score: Raw -3674169.409991 + Penalty 3344.804049 = -3670824.605942
  nChanged 2225
		SP:Iteration 5F (41816.890000 sec): 3 clusters
  Score: Raw -3676107.443268 + Penalty 3344.804049 = -3672762.639219
  nChanged 2340
		SP:Iteration 6F (41817.230000 sec): 3 clusters
  Score: Raw -3678292.911202 + Penalty 3344.804049 = -3674948.107153
  nChanged 1870
		SP:Iteration 7F (41817.580000 sec): 3 clusters
  Score: Raw -3680062.974850 + Penalty 3344.804049 = -3676718.170801
  nChanged 1295
		SP:Iteration 8Q (41817.880000 sec): 3 clusters
  Score: Raw -3681255.068619 + Penalty 3344.804049 = -3677910.264569
  nChanged 841
		SP:Iteration 9Q (41818.160000 sec): 3 clusters
  Score: Raw -3681962.915336 + Penalty 3344.804049 = -3678618.111287
  nChanged 569
		SP:Iteration 10Q (41818.470000 sec): 3 clusters
  Score: Raw -3682418.318398 + Penalty 3344.804049 = -3679073.514349
  nChanged 399
		SP:Iteration 11Q (41818.790000 sec): 3 clusters
  Score: Raw -3682668.009392 + Penalty 3344.804049 = -3679323.205343
  nChanged 280
		SP:Iteration 12Q (41819.120000 sec): 3 clusters
  Score: Raw -3682805.336568 + Penalty 3344.804049 = -3679460.532519
  nChanged 181
		SP:Iteration 13Q (41819.430000 sec): 3 clusters
  Score: Raw -3682870.178966 + Penalty 3344.804049 = -3679525.374916
  nChanged 122
		SP:Iteration 14Q (41819.750000 sec): 3 clusters
  Score: Raw -3682910.792067 + Penalty 3344.804049 = -3679565.988017
  nChanged 101
		SP:Iteration 15Q (41820.070000 sec): 3 clusters
  Score: Raw -3682935.286593 + Penalty 3344.804049 = -3679590.482544
  nChanged 74
		SP:Iteration 16Q (41820.360000 sec): 3 clusters
  Score: Raw -3682955.585515 + Penalty 3344.804049 = -3679610.781466
  nChanged 74
		SP:Iteration 17Q (41820.680000 sec): 3 clusters
  Score: Raw -3682974.371932 + Penalty 3344.804049 = -3679629.567883
  nChanged 59
		SP:Iteration 18Q (41821.010000 sec): 3 clusters
  Score: Raw -3682987.440506 + Penalty 3344.804049 = -3679642.636456
  nChanged 53
		SP:Iteration 19Q (41821.330000 sec): 3 clusters
  Score: Raw -3682999.814763 + Penalty 3344.804049 = -3679655.010713
  nChanged 53
		SP:Iteration 20F (41821.650000 sec): 3 clusters
  Score: Raw -3683011.630193 + Penalty 3344.804049 = -3679666.826144
  nChanged 47
		SP:Iteration 21Q (41821.980000 sec): 3 clusters
  Score: Raw -3683020.779043 + Penalty 3344.804049 = -3679675.974994
  nChanged 37
		SP:Iteration 22Q (41822.310000 sec): 3 clusters
  Score: Raw -3683028.862840 + Penalty 3344.804049 = -3679684.058791
  nChanged 32
		SP:Iteration 23Q (41822.600000 sec): 3 clusters
  Score: Raw -3683034.775731 + Penalty 3344.804049 = -3679689.971682
  nChanged 24
		SP:Iteration 24Q (41822.940000 sec): 3 clusters
  Score: Raw -3683038.565075 + Penalty 3344.804049 = -3679693.761025
  nChanged 19
		SP:Iteration 25Q (41823.200000 sec): 3 clusters
  Score: Raw -3683041.215328 + Penalty 3344.804049 = -3679696.411279
  nChanged 16
		SP:Iteration 26Q (41823.500000 sec): 3 clusters
  Score: Raw -3683044.155134 + Penalty 3344.804049 = -3679699.351085
  nChanged 19
		SP:Iteration 27Q (41823.780000 sec): 3 clusters
  Score: Raw -3683047.502708 + Penalty 3344.804049 = -3679702.698659
  nChanged 18
		SP:Iteration 28Q (41824.120000 sec): 3 clusters
  Score: Raw -3683050.277321 + Penalty 3344.804049 = -3679705.473271
  nChanged 20
		SP:Iteration 29Q (41824.400000 sec): 3 clusters
  Score: Raw -3683053.402723 + Penalty 3344.804049 = -3679708.598674
  nChanged 21
		SP:Iteration 30Q (41824.710000 sec): 3 clusters
  Score: Raw -3683057.004408 + Penalty 3344.804049 = -3679712.200358
  nChanged 27
		SP:Iteration 31Q (41825.060000 sec): 3 clusters
  Score: Raw -3683061.584326 + Penalty 3344.804049 = -3679716.780276
  nChanged 24
		SP:Iteration 32Q (41825.390000 sec): 3 clusters
  Score: Raw -3683065.550904 + Penalty 3344.804049 = -3679720.746855
  nChanged 23
		SP:Iteration 33Q (41825.700000 sec): 3 clusters
  Score: Raw -3683069.924624 + Penalty 3344.804049 = -3679725.120575
  nChanged 26
		SP:Iteration 34Q (41825.990000 sec): 3 clusters
  Score: Raw -3683074.279964 + Penalty 3344.804049 = -3679729.475915
  nChanged 24
		SP:Iteration 35Q (41826.320000 sec): 3 clusters
  Score: Raw -3683078.307251 + Penalty 3344.804049 = -3679733.503201
  nChanged 21
		SP:Iteration 36Q (41826.590000 sec): 3 clusters
  Score: Raw -3683080.446447 + Penalty 3344.804049 = -3679735.642398
  nChanged 15
		SP:Iteration 37Q (41826.910000 sec): 3 clusters
  Score: Raw -3683082.048288 + Penalty 3344.804049 = -3679737.244239
  nChanged 10
		SP:Iteration 38Q (41827.180000 sec): 3 clusters
  Score: Raw -3683083.377460 + Penalty 3344.804049 = -3679738.573411
  nChanged 6
		SP:Iteration 39Q (41827.500000 sec): 3 clusters
  Score: Raw -3683084.140905 + Penalty 3344.804049 = -3679739.336856
  nChanged 7
		SP:Iteration 40F (41827.830000 sec): 3 clusters
  Score: Raw -3683085.116291 + Penalty 3344.804049 = -3679740.312242
  nChanged 6
		SP:Iteration 41Q (41828.140000 sec): 3 clusters
  Score: Raw -3683086.231345 + Penalty 3344.804049 = -3679741.427295
  nChanged 8
		SP:Iteration 42Q (41828.450000 sec): 3 clusters
  Score: Raw -3683087.519746 + Penalty 3344.804049 = -3679742.715697
  nChanged 11
		SP:Iteration 43Q (41828.700000 sec): 3 clusters
  Score: Raw -3683089.313375 + Penalty 3344.804049 = -3679744.509326
  nChanged 10
		SP:Iteration 44Q (41829.020000 sec): 3 clusters
  Score: Raw -3683090.253159 + Penalty 3344.804049 = -3679745.449110
  nChanged 3
		SP:Iteration 45Q (41829.280000 sec): 3 clusters
  Score: Raw -3683090.563137 + Penalty 3344.804049 = -3679745.759088
  nChanged 1
		SP:Iteration 46Q (41829.650000 sec): 3 clusters
  Score: Raw -3683090.629810 + Penalty 3344.804049 = -3679745.825761
  nChanged 1
		SP:Iteration 47Q (41829.970000 sec): 3 clusters
  Score: Raw -3683090.717662 + Penalty 3344.804049 = -3679745.913613
  nChanged 2
		SP:Iteration 48Q (41830.280000 sec): 3 clusters
  Score: Raw -3683090.949488 + Penalty 3344.804049 = -3679746.145438
  nChanged 3
		SP:Iteration 49Q (41830.610000 sec): 3 clusters
  Score: Raw -3683091.296066 + Penalty 3344.804049 = -3679746.492017
  nChanged 1
		SP:Iteration 50Q (41830.920000 sec): 3 clusters
  Score: Raw -3683091.397732 + Penalty 3344.804049 = -3679746.593682
  nChanged 1
		SP:Iteration 51Q (41831.230000 sec): 3 clusters
  Score: Raw -3683091.493302 + Penalty 3344.804049 = -3679746.689253
  nChanged 1
		SP:Iteration 52Q (41831.470000 sec): 3 clusters
  Score: Raw -3683091.619983 + Penalty 3344.804049 = -3679746.815934
  nChanged 0
		SP:Iteration 53F (41831.790000 sec): 3 clusters
  Score: Raw -3683091.619983 + Penalty 3344.804049 = -3679746.815934
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 34 (64874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41832.160000 sec): 2 clusters
  Score: Raw -7214043.402299 + Penalty 1800.532858 = -7212242.869441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41832.710000 sec): 3 clusters
  Score: Raw -7172717.575301 + Penalty 3601.065717 = -7169116.509584
  nChanged 30541
		SP:Iteration 1F (41833.230000 sec): 3 clusters
  Score: Raw -7190218.486666 + Penalty 3601.065717 = -7186617.420949
  nChanged 2672
		SP:Iteration 2Q (41833.830000 sec): 3 clusters
  Score: Raw -7191049.199165 + Penalty 3601.065717 = -7187448.133448
  nChanged 2750
		SP:Iteration 3Q (41834.290000 sec): 3 clusters
  Score: Raw -7192031.754099 + Penalty 3601.065717 = -7188430.688382
  nChanged 2949
		SP:Iteration 4Q (41834.770000 sec): 3 clusters
  Score: Raw -7193181.131535 + Penalty 3601.065717 = -7189580.065818
  nChanged 3117
		SP:Iteration 5Q (41835.330000 sec): 3 clusters
  Score: Raw -7194483.263207 + Penalty 3601.065717 = -7190882.197490
  nChanged 3146
		SP:Iteration 6Q (41835.950000 sec): 3 clusters
  Score: Raw -7195896.771541 + Penalty 3601.065717 = -7192295.705824
  nChanged 3211
		SP:Iteration 7Q (41836.490000 sec): 3 clusters
  Score: Raw -7197437.597894 + Penalty 3601.065717 = -7193836.532177
  nChanged 3171
		SP:Iteration 8Q (41836.960000 sec): 3 clusters
  Score: Raw -7199069.215881 + Penalty 3601.065717 = -7195468.150164
  nChanged 3209
		SP:Iteration 9Q (41837.460000 sec): 3 clusters
  Score: Raw -7200777.838876 + Penalty 3601.065717 = -7197176.773159
  nChanged 3172
		SP:Iteration 10Q (41838.100000 sec): 3 clusters
  Score: Raw -7202458.603983 + Penalty 3601.065717 = -7198857.538266
  nChanged 2838
		SP:Iteration 11Q (41838.760000 sec): 3 clusters
  Score: Raw -7203906.072287 + Penalty 3601.065717 = -7200305.006570
  nChanged 2463
		SP:Iteration 12Q (41839.290000 sec): 3 clusters
  Score: Raw -7205093.189728 + Penalty 3601.065717 = -7201492.124011
  nChanged 2109
		SP:Iteration 13Q (41839.880000 sec): 3 clusters
  Score: Raw -7205995.042781 + Penalty 3601.065717 = -7202393.977064
  nChanged 1787
		SP:Iteration 14Q (41840.440000 sec): 3 clusters
  Score: Raw -7206679.143308 + Penalty 3601.065717 = -7203078.077591
  nChanged 1476
		SP:Iteration 15Q (41840.970000 sec): 3 clusters
  Score: Raw -7207195.661114 + Penalty 3601.065717 = -7203594.595397
  nChanged 1220
		SP:Iteration 16Q (41841.490000 sec): 3 clusters
  Score: Raw -7207600.418370 + Penalty 3601.065717 = -7203999.352653
  nChanged 1079
		SP:Iteration 17Q (41841.990000 sec): 3 clusters
  Score: Raw -7207925.328598 + Penalty 3601.065717 = -7204324.262881
  nChanged 1004
		SP:Iteration 18Q (41842.530000 sec): 3 clusters
  Score: Raw -7208229.128065 + Penalty 3601.065717 = -7204628.062348
  nChanged 999
		SP:Iteration 19Q (41843.130000 sec): 3 clusters
  Score: Raw -7208557.432074 + Penalty 3601.065717 = -7204956.366357
  nChanged 1035
		SP:Iteration 20F (41843.570000 sec): 3 clusters
  Score: Raw -7208909.435565 + Penalty 3601.065717 = -7205308.369848
  nChanged 1050
		SP:Iteration 21Q (41844.140000 sec): 3 clusters
  Score: Raw -7209286.865607 + Penalty 3601.065717 = -7205685.799890
  nChanged 1041
		SP:Iteration 22Q (41844.640000 sec): 3 clusters
  Score: Raw -7209680.384668 + Penalty 3601.065717 = -7206079.318951
  nChanged 1075
		SP:Iteration 23Q (41845.170000 sec): 3 clusters
  Score: Raw -7210155.302217 + Penalty 3601.065717 = -7206554.236500
  nChanged 1104
		SP:Iteration 24Q (41845.670000 sec): 3 clusters
  Score: Raw -7210677.110594 + Penalty 3601.065717 = -7207076.044877
  nChanged 1081
		SP:Iteration 25Q (41846.250000 sec): 3 clusters
  Score: Raw -7211203.886040 + Penalty 3601.065717 = -7207602.820323
  nChanged 1029
		SP:Iteration 26Q (41846.830000 sec): 3 clusters
  Score: Raw -7211724.356095 + Penalty 3601.065717 = -7208123.290378
  nChanged 963
		SP:Iteration 27Q (41847.310000 sec): 3 clusters
  Score: Raw -7212223.875915 + Penalty 3601.065717 = -7208622.810198
  nChanged 872
		SP:Iteration 28Q (41847.760000 sec): 3 clusters
  Score: Raw -7212695.588857 + Penalty 3601.065717 = -7209094.523140
  nChanged 794
		SP:Iteration 29Q (41848.310000 sec): 3 clusters
  Score: Raw -7213122.764782 + Penalty 3601.065717 = -7209521.699065
  nChanged 643
		SP:Iteration 30Q (41848.810000 sec): 3 clusters
  Score: Raw -7213464.164457 + Penalty 3601.065717 = -7209863.098740
  nChanged 489
		SP:Iteration 31Q (41849.260000 sec): 3 clusters
  Score: Raw -7213724.733409 + Penalty 3601.065717 = -7210123.667692
  nChanged 393
		SP:Iteration 32Q (41849.760000 sec): 3 clusters
  Score: Raw -7213920.424513 + Penalty 3601.065717 = -7210319.358796
  nChanged 302
		SP:Iteration 33Q (41850.200000 sec): 3 clusters
  Score: Raw -7214065.614531 + Penalty 3601.065717 = -7210464.548814
  nChanged 255
		SP:Iteration 34Q (41850.670000 sec): 3 clusters
  Score: Raw -7214183.003168 + Penalty 3601.065717 = -7210581.937451
  nChanged 176
		SP:Iteration 35Q (41851.180000 sec): 3 clusters
  Score: Raw -7214258.580854 + Penalty 3601.065717 = -7210657.515137
  nChanged 139
		SP:Iteration 36Q (41851.640000 sec): 3 clusters
  Score: Raw -7214314.371594 + Penalty 3601.065717 = -7210713.305877
  nChanged 108
		SP:Iteration 37Q (41852.100000 sec): 3 clusters
  Score: Raw -7214355.257924 + Penalty 3601.065717 = -7210754.192207
  nChanged 87
		SP:Iteration 38Q (41852.560000 sec): 3 clusters
  Score: Raw -7214388.680805 + Penalty 3601.065717 = -7210787.615088
  nChanged 69
		SP:Iteration 39Q (41853.130000 sec): 3 clusters
  Score: Raw -7214410.192967 + Penalty 3601.065717 = -7210809.127250
  nChanged 57
		SP:Iteration 40F (41853.630000 sec): 3 clusters
  Score: Raw -7214430.677043 + Penalty 3601.065717 = -7210829.611326
  nChanged 58
		SP:Iteration 41Q (41854.050000 sec): 3 clusters
  Score: Raw -7214452.467352 + Penalty 3601.065717 = -7210851.401635
  nChanged 46
		SP:Iteration 42Q (41854.470000 sec): 3 clusters
  Score: Raw -7214473.230545 + Penalty 3601.065717 = -7210872.164828
  nChanged 44
		SP:Iteration 43Q (41855.010000 sec): 3 clusters
  Score: Raw -7214492.712164 + Penalty 3601.065717 = -7210891.646447
  nChanged 36
		SP:Iteration 44Q (41855.480000 sec): 3 clusters
  Score: Raw -7214508.327584 + Penalty 3601.065717 = -7210907.261867
  nChanged 39
		SP:Iteration 45Q (41855.950000 sec): 3 clusters
  Score: Raw -7214523.804689 + Penalty 3601.065717 = -7210922.738972
  nChanged 31
		SP:Iteration 46Q (41856.340000 sec): 3 clusters
  Score: Raw -7214535.029254 + Penalty 3601.065717 = -7210933.963537
  nChanged 23
		SP:Iteration 47Q (41856.770000 sec): 3 clusters
  Score: Raw -7214542.479769 + Penalty 3601.065717 = -7210941.414052
  nChanged 21
		SP:Iteration 48Q (41857.270000 sec): 3 clusters
  Score: Raw -7214548.976257 + Penalty 3601.065717 = -7210947.910540
  nChanged 13
		SP:Iteration 49Q (41857.690000 sec): 3 clusters
  Score: Raw -7214553.111933 + Penalty 3601.065717 = -7210952.046216
  nChanged 10
		SP:Iteration 50Q (41858.140000 sec): 3 clusters
  Score: Raw -7214556.816283 + Penalty 3601.065717 = -7210955.750566
  nChanged 8
		SP:Iteration 51Q (41858.580000 sec): 3 clusters
  Score: Raw -7214559.818533 + Penalty 3601.065717 = -7210958.752816
  nChanged 5
		SP:Iteration 52Q (41858.950000 sec): 3 clusters
  Score: Raw -7214562.161840 + Penalty 3601.065717 = -7210961.096123
  nChanged 10
		SP:Iteration 53Q (41859.390000 sec): 3 clusters
  Score: Raw -7214564.908926 + Penalty 3601.065717 = -7210963.843209
  nChanged 4
		SP:Iteration 54Q (41859.880000 sec): 3 clusters
  Score: Raw -7214565.880461 + Penalty 3601.065717 = -7210964.814744
  nChanged 3
		SP:Iteration 55Q (41860.470000 sec): 3 clusters
  Score: Raw -7214566.412983 + Penalty 3601.065717 = -7210965.347266
  nChanged 2
		SP:Iteration 56Q (41860.910000 sec): 3 clusters
  Score: Raw -7214566.865901 + Penalty 3601.065717 = -7210965.800184
  nChanged 1
		SP:Iteration 57Q (41861.300000 sec): 3 clusters
  Score: Raw -7214567.271117 + Penalty 3601.065717 = -7210966.205400
  nChanged 2
		SP:Iteration 58Q (41861.770000 sec): 3 clusters
  Score: Raw -7214567.953578 + Penalty 3601.065717 = -7210966.887861
  nChanged 0
		SP:Iteration 59F (41862.310000 sec): 3 clusters
  Score: Raw -7214567.953578 + Penalty 3601.065717 = -7210966.887861
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 35 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41862.420000 sec): 2 clusters
  Score: Raw -50875.441324 + Penalty 1025.065997 = -49850.375327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41862.560000 sec): 3 clusters
  Score: Raw -50848.958468 + Penalty 2050.131993 = -48798.826475
  nChanged 151
		SP:Iteration 1F (41862.680000 sec): 3 clusters
  Score: Raw -51094.077166 + Penalty 2050.131993 = -49043.945173
  nChanged 45
		SP:Iteration 2F (41862.840000 sec): 3 clusters
  Score: Raw -51164.466226 + Penalty 2050.131993 = -49114.334233
  nChanged 16
		SP:Iteration 3Q (41862.980000 sec): 3 clusters
  Score: Raw -51186.965546 + Penalty 2050.131993 = -49136.833552
  nChanged 7
		SP:Iteration 4Q (41863.160000 sec): 3 clusters
  Score: Raw -51198.386502 + Penalty 2050.131993 = -49148.254508
  nChanged 6
		SP:Iteration 5Q (41863.320000 sec): 3 clusters
  Score: Raw -51204.950161 + Penalty 2050.131993 = -49154.818168
  nChanged 2
		SP:Iteration 6Q (41863.500000 sec): 3 clusters
  Score: Raw -51207.698904 + Penalty 2050.131993 = -49157.566910
  nChanged 1
		SP:Iteration 7Q (41863.700000 sec): 3 clusters
  Score: Raw -51209.953740 + Penalty 2050.131993 = -49159.821747
  nChanged 1
		SP:Iteration 8Q (41863.870000 sec): 3 clusters
  Score: Raw -51210.860768 + Penalty 2050.131993 = -49160.728774
  nChanged 2
		SP:Iteration 9Q (41864.080000 sec): 3 clusters
  Score: Raw -51212.775733 + Penalty 2050.131993 = -49162.643740
  nChanged 1
		SP:Iteration 10Q (41864.220000 sec): 3 clusters
  Score: Raw -51217.855498 + Penalty 2050.131993 = -49167.723504
  nChanged 2
		SP:Iteration 11Q (41864.360000 sec): 3 clusters
  Score: Raw -51221.883328 + Penalty 2050.131993 = -49171.751334
  nChanged 2
		SP:Iteration 12Q (41864.540000 sec): 3 clusters
  Score: Raw -51223.606251 + Penalty 2050.131993 = -49173.474258
  nChanged 1
		SP:Iteration 13Q (41864.780000 sec): 3 clusters
  Score: Raw -51223.884850 + Penalty 2050.131993 = -49173.752857
  nChanged 0
		SP:Iteration 14F (41865.000000 sec): 3 clusters
  Score: Raw -51223.884850 + Penalty 2050.131993 = -49173.752857
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 36 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41865.060000 sec): 2 clusters
  Score: Raw -52361.812556 + Penalty 995.970659 = -51365.841896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41865.240000 sec): 3 clusters
  Score: Raw -52315.172304 + Penalty 1991.941318 = -50323.230986
  nChanged 88
		SP:Iteration 1F (41865.430000 sec): 3 clusters
  Score: Raw -52454.053471 + Penalty 1991.941318 = -50462.112153
  nChanged 20
		SP:Iteration 2Q (41865.600000 sec): 3 clusters
  Score: Raw -52479.258941 + Penalty 1991.941318 = -50487.317622
  nChanged 5
		SP:Iteration 3Q (41865.780000 sec): 3 clusters
  Score: Raw -52485.136262 + Penalty 1991.941318 = -50493.194944
  nChanged 3
		SP:Iteration 4Q (41865.960000 sec): 3 clusters
  Score: Raw -52492.983151 + Penalty 1991.941318 = -50501.041832
  nChanged 6
		SP:Iteration 5Q (41866.140000 sec): 3 clusters
  Score: Raw -52509.311025 + Penalty 1991.941318 = -50517.369707
  nChanged 7
		SP:Iteration 6Q (41866.310000 sec): 3 clusters
  Score: Raw -52522.572060 + Penalty 1991.941318 = -50530.630742
  nChanged 4
		SP:Iteration 7Q (41866.450000 sec): 3 clusters
  Score: Raw -52531.431988 + Penalty 1991.941318 = -50539.490670
  nChanged 1
		SP:Iteration 8Q (41866.580000 sec): 3 clusters
  Score: Raw -52534.928141 + Penalty 1991.941318 = -50542.986823
  nChanged 3
		SP:Iteration 9Q (41866.740000 sec): 3 clusters
  Score: Raw -52546.944437 + Penalty 1991.941318 = -50555.003118
  nChanged 3
		SP:Iteration 10Q (41866.890000 sec): 3 clusters
  Score: Raw -52551.859709 + Penalty 1991.941318 = -50559.918391
  nChanged 1
		SP:Iteration 11Q (41867.040000 sec): 3 clusters
  Score: Raw -52553.649759 + Penalty 1991.941318 = -50561.708441
  nChanged 2
		SP:Iteration 12Q (41867.170000 sec): 3 clusters
  Score: Raw -52558.738300 + Penalty 1991.941318 = -50566.796982
  nChanged 1
		SP:Iteration 13Q (41867.360000 sec): 3 clusters
  Score: Raw -52559.764852 + Penalty 1991.941318 = -50567.823533
  nChanged 0
		SP:Iteration 14F (41867.530000 sec): 3 clusters
  Score: Raw -52559.764852 + Penalty 1991.941318 = -50567.823533
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 37 (44294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41867.870000 sec): 2 clusters
  Score: Raw -4998932.023153 + Penalty 1738.523232 = -4997193.499920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41868.270000 sec): 3 clusters
  Score: Raw -4970896.904712 + Penalty 3477.046465 = -4967419.858247
  nChanged 20708
		SP:Iteration 1F (41868.620000 sec): 3 clusters
  Score: Raw -4983063.261475 + Penalty 3477.046465 = -4979586.215011
  nChanged 2110
		SP:Iteration 2Q (41869.050000 sec): 3 clusters
  Score: Raw -4983881.107828 + Penalty 3477.046465 = -4980404.061363
  nChanged 2196
		SP:Iteration 3Q (41869.470000 sec): 3 clusters
  Score: Raw -4984864.272175 + Penalty 3477.046465 = -4981387.225710
  nChanged 2419
		SP:Iteration 4F (41869.900000 sec): 3 clusters
  Score: Raw -4986112.179140 + Penalty 3477.046465 = -4982635.132675
  nChanged 2627
		SP:Iteration 5F (41870.330000 sec): 3 clusters
  Score: Raw -4987730.586167 + Penalty 3477.046465 = -4984253.539703
  nChanged 2870
		SP:Iteration 6F (41870.740000 sec): 3 clusters
  Score: Raw -4989801.125496 + Penalty 3477.046465 = -4986324.079031
  nChanged 2794
		SP:Iteration 7F (41871.130000 sec): 3 clusters
  Score: Raw -4992003.744082 + Penalty 3477.046465 = -4988526.697617
  nChanged 2522
		SP:Iteration 8F (41871.570000 sec): 3 clusters
  Score: Raw -4994073.066371 + Penalty 3477.046465 = -4990596.019907
  nChanged 2168
		SP:Iteration 9Q (41871.990000 sec): 3 clusters
  Score: Raw -4995888.892549 + Penalty 3477.046465 = -4992411.846084
  nChanged 1578
		SP:Iteration 10Q (41872.410000 sec): 3 clusters
  Score: Raw -4997178.028625 + Penalty 3477.046465 = -4993700.982161
  nChanged 1088
		SP:Iteration 11Q (41872.810000 sec): 3 clusters
  Score: Raw -4998024.272329 + Penalty 3477.046465 = -4994547.225864
  nChanged 723
		SP:Iteration 12Q (41873.190000 sec): 3 clusters
  Score: Raw -4998549.927731 + Penalty 3477.046465 = -4995072.881266
  nChanged 455
		SP:Iteration 13Q (41873.560000 sec): 3 clusters
  Score: Raw -4998841.342814 + Penalty 3477.046465 = -4995364.296349
  nChanged 290
		SP:Iteration 14Q (41873.980000 sec): 3 clusters
  Score: Raw -4999001.680917 + Penalty 3477.046465 = -4995524.634453
  nChanged 175
		SP:Iteration 15Q (41874.290000 sec): 3 clusters
  Score: Raw -4999093.223849 + Penalty 3477.046465 = -4995616.177384
  nChanged 119
		SP:Iteration 16Q (41874.590000 sec): 3 clusters
  Score: Raw -4999147.246570 + Penalty 3477.046465 = -4995670.200106
  nChanged 75
		SP:Iteration 17Q (41874.920000 sec): 3 clusters
  Score: Raw -4999181.349036 + Penalty 3477.046465 = -4995704.302571
  nChanged 57
		SP:Iteration 18Q (41875.300000 sec): 3 clusters
  Score: Raw -4999209.188169 + Penalty 3477.046465 = -4995732.141704
  nChanged 53
		SP:Iteration 19Q (41875.650000 sec): 3 clusters
  Score: Raw -4999230.675248 + Penalty 3477.046465 = -4995753.628783
  nChanged 41
		SP:Iteration 20F (41876.030000 sec): 3 clusters
  Score: Raw -4999246.581538 + Penalty 3477.046465 = -4995769.535074
  nChanged 32
		SP:Iteration 21Q (41876.400000 sec): 3 clusters
  Score: Raw -4999260.335547 + Penalty 3477.046465 = -4995783.289082
  nChanged 21
		SP:Iteration 22Q (41876.760000 sec): 3 clusters
  Score: Raw -4999270.230477 + Penalty 3477.046465 = -4995793.184012
  nChanged 24
		SP:Iteration 23Q (41877.140000 sec): 3 clusters
  Score: Raw -4999282.896273 + Penalty 3477.046465 = -4995805.849809
  nChanged 24
		SP:Iteration 24Q (41877.500000 sec): 3 clusters
  Score: Raw -4999294.627785 + Penalty 3477.046465 = -4995817.581320
  nChanged 16
		SP:Iteration 25Q (41877.870000 sec): 3 clusters
  Score: Raw -4999303.957965 + Penalty 3477.046465 = -4995826.911500
  nChanged 13
		SP:Iteration 26Q (41878.250000 sec): 3 clusters
  Score: Raw -4999309.206008 + Penalty 3477.046465 = -4995832.159543
  nChanged 10
		SP:Iteration 27Q (41878.560000 sec): 3 clusters
  Score: Raw -4999312.149393 + Penalty 3477.046465 = -4995835.102928
  nChanged 6
		SP:Iteration 28Q (41878.920000 sec): 3 clusters
  Score: Raw -4999314.096943 + Penalty 3477.046465 = -4995837.050478
  nChanged 3
		SP:Iteration 29Q (41879.310000 sec): 3 clusters
  Score: Raw -4999314.994452 + Penalty 3477.046465 = -4995837.947988
  nChanged 4
		SP:Iteration 30Q (41879.690000 sec): 3 clusters
  Score: Raw -4999316.942024 + Penalty 3477.046465 = -4995839.895559
  nChanged 6
		SP:Iteration 31Q (41880.070000 sec): 3 clusters
  Score: Raw -4999320.407341 + Penalty 3477.046465 = -4995843.360876
  nChanged 7
		SP:Iteration 32Q (41880.430000 sec): 3 clusters
  Score: Raw -4999324.685513 + Penalty 3477.046465 = -4995847.639049
  nChanged 7
		SP:Iteration 33Q (41880.850000 sec): 3 clusters
  Score: Raw -4999327.962591 + Penalty 3477.046465 = -4995850.916126
  nChanged 2
		SP:Iteration 34Q (41881.200000 sec): 3 clusters
  Score: Raw -4999329.091137 + Penalty 3477.046465 = -4995852.044673
  nChanged 3
		SP:Iteration 35Q (41881.590000 sec): 3 clusters
  Score: Raw -4999330.253668 + Penalty 3477.046465 = -4995853.207204
  nChanged 2
		SP:Iteration 36Q (41881.970000 sec): 3 clusters
  Score: Raw -4999330.563623 + Penalty 3477.046465 = -4995853.517158
  nChanged 0
		SP:Iteration 37F (41882.380000 sec): 3 clusters
  Score: Raw -4999330.563623 + Penalty 3477.046465 = -4995853.517158
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 38 (7653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41882.500000 sec): 2 clusters
  Score: Raw -937223.694937 + Penalty 1453.213614 = -935770.481324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41882.680000 sec): 3 clusters
  Score: Raw -932999.036536 + Penalty 2906.427227 = -930092.609309
  nChanged 3203
		SP:Iteration 1F (41882.910000 sec): 3 clusters
  Score: Raw -934723.305813 + Penalty 2906.427227 = -931816.878586
  nChanged 492
		SP:Iteration 2F (41883.130000 sec): 3 clusters
  Score: Raw -934948.859698 + Penalty 2906.427227 = -932042.432471
  nChanged 406
		SP:Iteration 3F (41883.310000 sec): 3 clusters
  Score: Raw -935151.400685 + Penalty 2906.427227 = -932244.973457
  nChanged 348
		SP:Iteration 4Q (41883.550000 sec): 3 clusters
  Score: Raw -935318.784981 + Penalty 2906.427227 = -932412.357754
  nChanged 324
		SP:Iteration 5Q (41883.760000 sec): 3 clusters
  Score: Raw -935479.839995 + Penalty 2906.427227 = -932573.412768
  nChanged 310
		SP:Iteration 6Q (41883.970000 sec): 3 clusters
  Score: Raw -935655.547168 + Penalty 2906.427227 = -932749.119941
  nChanged 318
		SP:Iteration 7Q (41884.160000 sec): 3 clusters
  Score: Raw -935820.973476 + Penalty 2906.427227 = -932914.546248
  nChanged 298
		SP:Iteration 8Q (41884.340000 sec): 3 clusters
  Score: Raw -935982.260356 + Penalty 2906.427227 = -933075.833129
  nChanged 263
		SP:Iteration 9Q (41884.560000 sec): 3 clusters
  Score: Raw -936134.884552 + Penalty 2906.427227 = -933228.457325
  nChanged 276
		SP:Iteration 10Q (41884.740000 sec): 3 clusters
  Score: Raw -936311.958207 + Penalty 2906.427227 = -933405.530980
  nChanged 253
		SP:Iteration 11Q (41884.880000 sec): 3 clusters
  Score: Raw -936483.737377 + Penalty 2906.427227 = -933577.310150
  nChanged 245
		SP:Iteration 12Q (41885.100000 sec): 3 clusters
  Score: Raw -936654.253864 + Penalty 2906.427227 = -933747.826637
  nChanged 192
		SP:Iteration 13Q (41885.260000 sec): 3 clusters
  Score: Raw -936801.109803 + Penalty 2906.427227 = -933894.682576
  nChanged 180
		SP:Iteration 14Q (41885.460000 sec): 3 clusters
  Score: Raw -936936.352559 + Penalty 2906.427227 = -934029.925331
  nChanged 150
		SP:Iteration 15Q (41885.650000 sec): 3 clusters
  Score: Raw -937044.586351 + Penalty 2906.427227 = -934138.159124
  nChanged 109
		SP:Iteration 16Q (41885.870000 sec): 3 clusters
  Score: Raw -937119.421392 + Penalty 2906.427227 = -934212.994164
  nChanged 89
		SP:Iteration 17Q (41886.060000 sec): 3 clusters
  Score: Raw -937180.190751 + Penalty 2906.427227 = -934273.763523
  nChanged 79
		SP:Iteration 18Q (41886.280000 sec): 3 clusters
  Score: Raw -937228.466914 + Penalty 2906.427227 = -934322.039687
  nChanged 61
		SP:Iteration 19Q (41886.470000 sec): 3 clusters
  Score: Raw -937258.446627 + Penalty 2906.427227 = -934352.019400
  nChanged 55
		SP:Iteration 20F (41886.630000 sec): 3 clusters
  Score: Raw -937292.343796 + Penalty 2906.427227 = -934385.916569
  nChanged 44
		SP:Iteration 21Q (41886.790000 sec): 3 clusters
  Score: Raw -937314.363498 + Penalty 2906.427227 = -934407.936271
  nChanged 39
		SP:Iteration 22Q (41886.990000 sec): 3 clusters
  Score: Raw -937334.948635 + Penalty 2906.427227 = -934428.521408
  nChanged 31
		SP:Iteration 23Q (41887.140000 sec): 3 clusters
  Score: Raw -937357.140942 + Penalty 2906.427227 = -934450.713715
  nChanged 44
		SP:Iteration 24Q (41887.300000 sec): 3 clusters
  Score: Raw -937383.988440 + Penalty 2906.427227 = -934477.561213
  nChanged 35
		SP:Iteration 25Q (41887.490000 sec): 3 clusters
  Score: Raw -937401.805083 + Penalty 2906.427227 = -934495.377855
  nChanged 24
		SP:Iteration 26Q (41887.700000 sec): 3 clusters
  Score: Raw -937414.322015 + Penalty 2906.427227 = -934507.894787
  nChanged 14
		SP:Iteration 27Q (41887.870000 sec): 3 clusters
  Score: Raw -937420.882734 + Penalty 2906.427227 = -934514.455507
  nChanged 13
		SP:Iteration 28Q (41888.090000 sec): 3 clusters
  Score: Raw -937429.601917 + Penalty 2906.427227 = -934523.174690
  nChanged 15
		SP:Iteration 29Q (41888.260000 sec): 3 clusters
  Score: Raw -937438.135233 + Penalty 2906.427227 = -934531.708005
  nChanged 16
		SP:Iteration 30Q (41888.470000 sec): 3 clusters
  Score: Raw -937447.125721 + Penalty 2906.427227 = -934540.698494
  nChanged 21
		SP:Iteration 31Q (41888.700000 sec): 3 clusters
  Score: Raw -937461.743801 + Penalty 2906.427227 = -934555.316574
  nChanged 18
		SP:Iteration 32Q (41888.840000 sec): 3 clusters
  Score: Raw -937470.913974 + Penalty 2906.427227 = -934564.486747
  nChanged 10
		SP:Iteration 33Q (41889.050000 sec): 3 clusters
  Score: Raw -937481.264308 + Penalty 2906.427227 = -934574.837081
  nChanged 13
		SP:Iteration 34Q (41889.290000 sec): 3 clusters
  Score: Raw -937490.516767 + Penalty 2906.427227 = -934584.089540
  nChanged 9
		SP:Iteration 35Q (41889.480000 sec): 3 clusters
  Score: Raw -937494.489607 + Penalty 2906.427227 = -934588.062380
  nChanged 5
		SP:Iteration 36Q (41889.650000 sec): 3 clusters
  Score: Raw -937497.960806 + Penalty 2906.427227 = -934591.533579
  nChanged 6
		SP:Iteration 37Q (41889.810000 sec): 3 clusters
  Score: Raw -937501.775069 + Penalty 2906.427227 = -934595.347842
  nChanged 4
		SP:Iteration 38Q (41890.000000 sec): 3 clusters
  Score: Raw -937504.465763 + Penalty 2906.427227 = -934598.038536
  nChanged 3
		SP:Iteration 39Q (41890.170000 sec): 3 clusters
  Score: Raw -937505.321854 + Penalty 2906.427227 = -934598.894627
  nChanged 2
		SP:Iteration 40F (41890.340000 sec): 3 clusters
  Score: Raw -937506.245812 + Penalty 2906.427227 = -934599.818585
  nChanged 3
		SP:Iteration 41Q (41890.530000 sec): 3 clusters
  Score: Raw -937508.144018 + Penalty 2906.427227 = -934601.716791
  nChanged 2
		SP:Iteration 42Q (41890.710000 sec): 3 clusters
  Score: Raw -937508.709267 + Penalty 2906.427227 = -934602.282040
  nChanged 3
		SP:Iteration 43Q (41890.890000 sec): 3 clusters
  Score: Raw -937510.374883 + Penalty 2906.427227 = -934603.947656
  nChanged 4
		SP:Iteration 44Q (41891.070000 sec): 3 clusters
  Score: Raw -937511.795085 + Penalty 2906.427227 = -934605.367858
  nChanged 4
		SP:Iteration 45Q (41891.280000 sec): 3 clusters
  Score: Raw -937515.022539 + Penalty 2906.427227 = -934608.595311
  nChanged 4
		SP:Iteration 46Q (41891.490000 sec): 3 clusters
  Score: Raw -937517.632908 + Penalty 2906.427227 = -934611.205681
  nChanged 3
		SP:Iteration 47Q (41891.680000 sec): 3 clusters
  Score: Raw -937519.465155 + Penalty 2906.427227 = -934613.037928
  nChanged 0
		SP:Iteration 48F (41891.920000 sec): 3 clusters
  Score: Raw -937519.465155 + Penalty 2906.427227 = -934613.037928
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 39 (20770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41892.100000 sec): 2 clusters
  Score: Raw -2501930.127711 + Penalty 1615.455549 = -2500314.672162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41892.330000 sec): 3 clusters
  Score: Raw -2489323.005464 + Penalty 3230.911098 = -2486092.094366
  nChanged 9364
		SP:Iteration 1F (41892.590000 sec): 3 clusters
  Score: Raw -2494649.084152 + Penalty 3230.911098 = -2491418.173054
  nChanged 929
		SP:Iteration 2Q (41892.860000 sec): 3 clusters
  Score: Raw -2494973.963906 + Penalty 3230.911098 = -2491743.052808
  nChanged 866
		SP:Iteration 3Q (41893.170000 sec): 3 clusters
  Score: Raw -2495296.330124 + Penalty 3230.911098 = -2492065.419026
  nChanged 859
		SP:Iteration 4Q (41893.440000 sec): 3 clusters
  Score: Raw -2495602.320107 + Penalty 3230.911098 = -2492371.409009
  nChanged 837
		SP:Iteration 5Q (41893.730000 sec): 3 clusters
  Score: Raw -2495911.568347 + Penalty 3230.911098 = -2492680.657249
  nChanged 816
		SP:Iteration 6Q (41894.030000 sec): 3 clusters
  Score: Raw -2496241.501966 + Penalty 3230.911098 = -2493010.590868
  nChanged 816
		SP:Iteration 7Q (41894.320000 sec): 3 clusters
  Score: Raw -2496566.033967 + Penalty 3230.911098 = -2493335.122869
  nChanged 806
		SP:Iteration 8Q (41894.620000 sec): 3 clusters
  Score: Raw -2496944.437809 + Penalty 3230.911098 = -2493713.526711
  nChanged 902
		SP:Iteration 9Q (41894.920000 sec): 3 clusters
  Score: Raw -2497424.421051 + Penalty 3230.911098 = -2494193.509953
  nChanged 955
		SP:Iteration 10Q (41895.190000 sec): 3 clusters
  Score: Raw -2497968.340206 + Penalty 3230.911098 = -2494737.429108
  nChanged 948
		SP:Iteration 11Q (41895.550000 sec): 3 clusters
  Score: Raw -2498542.982841 + Penalty 3230.911098 = -2495312.071743
  nChanged 922
		SP:Iteration 12Q (41895.810000 sec): 3 clusters
  Score: Raw -2499061.977003 + Penalty 3230.911098 = -2495831.065905
  nChanged 752
		SP:Iteration 13Q (41896.110000 sec): 3 clusters
  Score: Raw -2499425.606269 + Penalty 3230.911098 = -2496194.695171
  nChanged 562
		SP:Iteration 14Q (41896.400000 sec): 3 clusters
  Score: Raw -2499609.062736 + Penalty 3230.911098 = -2496378.151638
  nChanged 388
		SP:Iteration 15Q (41896.670000 sec): 3 clusters
  Score: Raw -2499724.380061 + Penalty 3230.911098 = -2496493.468963
  nChanged 321
		SP:Iteration 16Q (41896.930000 sec): 3 clusters
  Score: Raw -2499837.663481 + Penalty 3230.911098 = -2496606.752383
  nChanged 321
		SP:Iteration 17Q (41897.190000 sec): 3 clusters
  Score: Raw -2499965.429211 + Penalty 3230.911098 = -2496734.518113
  nChanged 337
		SP:Iteration 18Q (41897.520000 sec): 3 clusters
  Score: Raw -2500088.393853 + Penalty 3230.911098 = -2496857.482755
  nChanged 316
		SP:Iteration 19Q (41897.760000 sec): 3 clusters
  Score: Raw -2500200.585467 + Penalty 3230.911098 = -2496969.674369
  nChanged 307
		SP:Iteration 20F (41898.020000 sec): 3 clusters
  Score: Raw -2500324.059553 + Penalty 3230.911098 = -2497093.148455
  nChanged 310
		SP:Iteration 21Q (41898.340000 sec): 3 clusters
  Score: Raw -2500436.647631 + Penalty 3230.911098 = -2497205.736533
  nChanged 296
		SP:Iteration 22Q (41898.610000 sec): 3 clusters
  Score: Raw -2500544.788754 + Penalty 3230.911098 = -2497313.877656
  nChanged 280
		SP:Iteration 23Q (41898.900000 sec): 3 clusters
  Score: Raw -2500637.553389 + Penalty 3230.911098 = -2497406.642291
  nChanged 256
		SP:Iteration 24Q (41899.190000 sec): 3 clusters
  Score: Raw -2500716.020114 + Penalty 3230.911098 = -2497485.109016
  nChanged 246
		SP:Iteration 25Q (41899.460000 sec): 3 clusters
  Score: Raw -2500790.799055 + Penalty 3230.911098 = -2497559.887957
  nChanged 228
		SP:Iteration 26Q (41899.760000 sec): 3 clusters
  Score: Raw -2500853.906113 + Penalty 3230.911098 = -2497622.995015
  nChanged 201
		SP:Iteration 27Q (41900.010000 sec): 3 clusters
  Score: Raw -2500909.915550 + Penalty 3230.911098 = -2497679.004452
  nChanged 193
		SP:Iteration 28Q (41900.230000 sec): 3 clusters
  Score: Raw -2500971.322473 + Penalty 3230.911098 = -2497740.411375
  nChanged 212
		SP:Iteration 29Q (41900.530000 sec): 3 clusters
  Score: Raw -2501039.580253 + Penalty 3230.911098 = -2497808.669155
  nChanged 197
		SP:Iteration 30Q (41900.820000 sec): 3 clusters
  Score: Raw -2501094.134698 + Penalty 3230.911098 = -2497863.223600
  nChanged 193
		SP:Iteration 31Q (41901.110000 sec): 3 clusters
  Score: Raw -2501147.991961 + Penalty 3230.911098 = -2497917.080863
  nChanged 159
		SP:Iteration 32Q (41901.340000 sec): 3 clusters
  Score: Raw -2501187.194026 + Penalty 3230.911098 = -2497956.282928
  nChanged 153
		SP:Iteration 33Q (41901.610000 sec): 3 clusters
  Score: Raw -2501225.362377 + Penalty 3230.911098 = -2497994.451279
  nChanged 165
		SP:Iteration 34Q (41901.890000 sec): 3 clusters
  Score: Raw -2501274.375168 + Penalty 3230.911098 = -2498043.464071
  nChanged 174
		SP:Iteration 35Q (41902.160000 sec): 3 clusters
  Score: Raw -2501323.852525 + Penalty 3230.911098 = -2498092.941427
  nChanged 145
		SP:Iteration 36Q (41902.440000 sec): 3 clusters
  Score: Raw -2501366.701083 + Penalty 3230.911098 = -2498135.789985
  nChanged 138
		SP:Iteration 37Q (41902.680000 sec): 3 clusters
  Score: Raw -2501404.537094 + Penalty 3230.911098 = -2498173.625996
  nChanged 128
		SP:Iteration 38Q (41902.990000 sec): 3 clusters
  Score: Raw -2501439.558617 + Penalty 3230.911098 = -2498208.647519
  nChanged 126
		SP:Iteration 39Q (41903.220000 sec): 3 clusters
  Score: Raw -2501472.906846 + Penalty 3230.911098 = -2498241.995748
  nChanged 134
		SP:Iteration 40F (41903.520000 sec): 3 clusters
  Score: Raw -2501510.856854 + Penalty 3230.911098 = -2498279.945756
  nChanged 128
		SP:Iteration 41Q (41903.760000 sec): 3 clusters
  Score: Raw -2501541.330316 + Penalty 3230.911098 = -2498310.419218
  nChanged 107
		SP:Iteration 42Q (41904.070000 sec): 3 clusters
  Score: Raw -2501566.729182 + Penalty 3230.911098 = -2498335.818084
  nChanged 111
		SP:Iteration 43Q (41904.320000 sec): 3 clusters
  Score: Raw -2501594.703741 + Penalty 3230.911098 = -2498363.792643
  nChanged 102
		SP:Iteration 44Q (41904.560000 sec): 3 clusters
  Score: Raw -2501620.305807 + Penalty 3230.911098 = -2498389.394709
  nChanged 96
		SP:Iteration 45Q (41904.850000 sec): 3 clusters
  Score: Raw -2501645.107863 + Penalty 3230.911098 = -2498414.196765
  nChanged 104
		SP:Iteration 46Q (41905.110000 sec): 3 clusters
  Score: Raw -2501674.056068 + Penalty 3230.911098 = -2498443.144970
  nChanged 99
		SP:Iteration 47Q (41905.390000 sec): 3 clusters
  Score: Raw -2501704.364980 + Penalty 3230.911098 = -2498473.453882
  nChanged 119
		SP:Iteration 48Q (41905.700000 sec): 3 clusters
  Score: Raw -2501738.269672 + Penalty 3230.911098 = -2498507.358574
  nChanged 114
		SP:Iteration 49Q (41905.920000 sec): 3 clusters
  Score: Raw -2501769.598143 + Penalty 3230.911098 = -2498538.687045
  nChanged 98
		SP:Iteration 50Q (41906.200000 sec): 3 clusters
  Score: Raw -2501796.476590 + Penalty 3230.911098 = -2498565.565492
  nChanged 91
		SP:Iteration 51Q (41906.490000 sec): 3 clusters
  Score: Raw -2501818.778714 + Penalty 3230.911098 = -2498587.867616
  nChanged 93
		SP:Iteration 52Q (41906.720000 sec): 3 clusters
  Score: Raw -2501842.709909 + Penalty 3230.911098 = -2498611.798811
  nChanged 75
		SP:Iteration 53Q (41906.940000 sec): 3 clusters
  Score: Raw -2501863.520132 + Penalty 3230.911098 = -2498632.609034
  nChanged 95
		SP:Iteration 54Q (41907.200000 sec): 3 clusters
  Score: Raw -2501890.614029 + Penalty 3230.911098 = -2498659.702931
  nChanged 76
		SP:Iteration 55Q (41907.500000 sec): 3 clusters
  Score: Raw -2501908.019018 + Penalty 3230.911098 = -2498677.107920
  nChanged 73
		SP:Iteration 56Q (41907.750000 sec): 3 clusters
  Score: Raw -2501924.657722 + Penalty 3230.911098 = -2498693.746624
  nChanged 77
		SP:Iteration 57Q (41908.040000 sec): 3 clusters
  Score: Raw -2501945.513324 + Penalty 3230.911098 = -2498714.602226
  nChanged 78
		SP:Iteration 58Q (41908.360000 sec): 3 clusters
  Score: Raw -2501967.407042 + Penalty 3230.911098 = -2498736.495944
  nChanged 78
		SP:Iteration 59Q (41908.570000 sec): 3 clusters
  Score: Raw -2501987.331491 + Penalty 3230.911098 = -2498756.420393
  nChanged 62
		SP:Iteration 60F (41908.820000 sec): 3 clusters
  Score: Raw -2502002.739492 + Penalty 3230.911098 = -2498771.828394
  nChanged 53
		SP:Iteration 61Q (41909.080000 sec): 3 clusters
  Score: Raw -2502014.544163 + Penalty 3230.911098 = -2498783.633065
  nChanged 50
		SP:Iteration 62Q (41909.360000 sec): 3 clusters
  Score: Raw -2502024.958475 + Penalty 3230.911098 = -2498794.047377
  nChanged 46
		SP:Iteration 63Q (41909.650000 sec): 3 clusters
  Score: Raw -2502035.230508 + Penalty 3230.911098 = -2498804.319410
  nChanged 54
		SP:Iteration 64Q (41909.970000 sec): 3 clusters
  Score: Raw -2502047.731770 + Penalty 3230.911098 = -2498816.820672
  nChanged 52
		SP:Iteration 65Q (41910.210000 sec): 3 clusters
  Score: Raw -2502060.047164 + Penalty 3230.911098 = -2498829.136066
  nChanged 43
		SP:Iteration 66Q (41910.480000 sec): 3 clusters
  Score: Raw -2502069.061648 + Penalty 3230.911098 = -2498838.150550
  nChanged 49
		SP:Iteration 67Q (41910.700000 sec): 3 clusters
  Score: Raw -2502078.870545 + Penalty 3230.911098 = -2498847.959447
  nChanged 43
		SP:Iteration 68Q (41910.970000 sec): 3 clusters
  Score: Raw -2502088.755685 + Penalty 3230.911098 = -2498857.844587
  nChanged 41
		SP:Iteration 69Q (41911.240000 sec): 3 clusters
  Score: Raw -2502097.796850 + Penalty 3230.911098 = -2498866.885752
  nChanged 43
		SP:Iteration 70Q (41911.540000 sec): 3 clusters
  Score: Raw -2502108.030251 + Penalty 3230.911098 = -2498877.119153
  nChanged 52
		SP:Iteration 71Q (41911.760000 sec): 3 clusters
  Score: Raw -2502120.261486 + Penalty 3230.911098 = -2498889.350388
  nChanged 50
		SP:Iteration 72Q (41912.040000 sec): 3 clusters
  Score: Raw -2502132.429573 + Penalty 3230.911098 = -2498901.518475
  nChanged 44
		SP:Iteration 73Q (41912.260000 sec): 3 clusters
  Score: Raw -2502143.229340 + Penalty 3230.911098 = -2498912.318242
  nChanged 47
		SP:Iteration 74Q (41912.560000 sec): 3 clusters
  Score: Raw -2502154.522172 + Penalty 3230.911098 = -2498923.611074
  nChanged 41
		SP:Iteration 75Q (41912.830000 sec): 3 clusters
  Score: Raw -2502164.340759 + Penalty 3230.911098 = -2498933.429661
  nChanged 39
		SP:Iteration 76Q (41913.100000 sec): 3 clusters
  Score: Raw -2502172.802279 + Penalty 3230.911098 = -2498941.891181
  nChanged 31
		SP:Iteration 77Q (41913.360000 sec): 3 clusters
  Score: Raw -2502178.210506 + Penalty 3230.911098 = -2498947.299408
  nChanged 32
		SP:Iteration 78Q (41913.600000 sec): 3 clusters
  Score: Raw -2502186.075547 + Penalty 3230.911098 = -2498955.164449
  nChanged 34
		SP:Iteration 79Q (41913.910000 sec): 3 clusters
  Score: Raw -2502193.365262 + Penalty 3230.911098 = -2498962.454164
  nChanged 35
		SP:Iteration 80F (41914.140000 sec): 3 clusters
  Score: Raw -2502201.677862 + Penalty 3230.911098 = -2498970.766764
  nChanged 33
		SP:Iteration 81Q (41914.390000 sec): 3 clusters
  Score: Raw -2502209.758556 + Penalty 3230.911098 = -2498978.847458
  nChanged 25
		SP:Iteration 82Q (41914.660000 sec): 3 clusters
  Score: Raw -2502214.939084 + Penalty 3230.911098 = -2498984.027986
  nChanged 23
		SP:Iteration 83Q (41914.960000 sec): 3 clusters
  Score: Raw -2502221.186365 + Penalty 3230.911098 = -2498990.275267
  nChanged 23
		SP:Iteration 84Q (41915.210000 sec): 3 clusters
  Score: Raw -2502226.945585 + Penalty 3230.911098 = -2498996.034487
  nChanged 19
		SP:Iteration 85Q (41915.510000 sec): 3 clusters
  Score: Raw -2502230.850592 + Penalty 3230.911098 = -2498999.939494
  nChanged 15
		SP:Iteration 86Q (41915.740000 sec): 3 clusters
  Score: Raw -2502234.233843 + Penalty 3230.911098 = -2499003.322745
  nChanged 11
		SP:Iteration 87Q (41916.000000 sec): 3 clusters
  Score: Raw -2502237.398283 + Penalty 3230.911098 = -2499006.487185
  nChanged 13
		SP:Iteration 88Q (41916.270000 sec): 3 clusters
  Score: Raw -2502241.046970 + Penalty 3230.911098 = -2499010.135872
  nChanged 12
		SP:Iteration 89Q (41916.540000 sec): 3 clusters
  Score: Raw -2502243.645255 + Penalty 3230.911098 = -2499012.734157
  nChanged 16
		SP:Iteration 90Q (41916.780000 sec): 3 clusters
  Score: Raw -2502247.438585 + Penalty 3230.911098 = -2499016.527487
  nChanged 13
		SP:Iteration 91Q (41917.030000 sec): 3 clusters
  Score: Raw -2502249.967935 + Penalty 3230.911098 = -2499019.056837
  nChanged 7
		SP:Iteration 92Q (41917.340000 sec): 3 clusters
  Score: Raw -2502251.606718 + Penalty 3230.911098 = -2499020.695620
  nChanged 12
		SP:Iteration 93Q (41917.580000 sec): 3 clusters
  Score: Raw -2502253.875189 + Penalty 3230.911098 = -2499022.964091
  nChanged 9
		SP:Iteration 94Q (41917.870000 sec): 3 clusters
  Score: Raw -2502255.670240 + Penalty 3230.911098 = -2499024.759142
  nChanged 12
		SP:Iteration 95Q (41918.120000 sec): 3 clusters
  Score: Raw -2502257.508085 + Penalty 3230.911098 = -2499026.596987
  nChanged 12
		SP:Iteration 96Q (41918.360000 sec): 3 clusters
  Score: Raw -2502259.856232 + Penalty 3230.911098 = -2499028.945134
  nChanged 11
		SP:Iteration 97Q (41918.620000 sec): 3 clusters
  Score: Raw -2502261.948344 + Penalty 3230.911098 = -2499031.037246
  nChanged 10
		SP:Iteration 98Q (41918.880000 sec): 3 clusters
  Score: Raw -2502263.957604 + Penalty 3230.911098 = -2499033.046506
  nChanged 9
		SP:Iteration 99Q (41919.130000 sec): 3 clusters
  Score: Raw -2502265.831593 + Penalty 3230.911098 = -2499034.920495
  nChanged 9
		SP:Iteration 100F (41919.380000 sec): 3 clusters
  Score: Raw -2502267.805563 + Penalty 3230.911098 = -2499036.894465
  nChanged 11
		SP:Iteration 101Q (41919.640000 sec): 3 clusters
  Score: Raw -2502270.595962 + Penalty 3230.911098 = -2499039.684864
  nChanged 12
		SP:Iteration 102Q (41919.870000 sec): 3 clusters
  Score: Raw -2502273.005277 + Penalty 3230.911098 = -2499042.094179
  nChanged 10
		SP:Iteration 103Q (41920.070000 sec): 3 clusters
  Score: Raw -2502275.197178 + Penalty 3230.911098 = -2499044.286080
  nChanged 9
		SP:Iteration 104Q (41920.320000 sec): 3 clusters
  Score: Raw -2502277.314705 + Penalty 3230.911098 = -2499046.403607
  nChanged 10
		SP:Iteration 105Q (41920.610000 sec): 3 clusters
  Score: Raw -2502279.772402 + Penalty 3230.911098 = -2499048.861304
  nChanged 9
		SP:Iteration 106Q (41920.910000 sec): 3 clusters
  Score: Raw -2502281.279645 + Penalty 3230.911098 = -2499050.368547
  nChanged 7
		SP:Iteration 107Q (41921.160000 sec): 3 clusters
  Score: Raw -2502283.285627 + Penalty 3230.911098 = -2499052.374529
  nChanged 8
		SP:Iteration 108Q (41921.380000 sec): 3 clusters
  Score: Raw -2502285.247692 + Penalty 3230.911098 = -2499054.336594
  nChanged 9
		SP:Iteration 109Q (41921.600000 sec): 3 clusters
  Score: Raw -2502287.155621 + Penalty 3230.911098 = -2499056.244523
  nChanged 6
		SP:Iteration 110Q (41921.860000 sec): 3 clusters
  Score: Raw -2502288.363095 + Penalty 3230.911098 = -2499057.451997
  nChanged 7
		SP:Iteration 111Q (41922.150000 sec): 3 clusters
  Score: Raw -2502289.834558 + Penalty 3230.911098 = -2499058.923460
  nChanged 7
		SP:Iteration 112Q (41922.370000 sec): 3 clusters
  Score: Raw -2502291.888382 + Penalty 3230.911098 = -2499060.977284
  nChanged 8
		SP:Iteration 113Q (41922.600000 sec): 3 clusters
  Score: Raw -2502293.673241 + Penalty 3230.911098 = -2499062.762143
  nChanged 7
		SP:Iteration 114Q (41922.890000 sec): 3 clusters
  Score: Raw -2502294.636723 + Penalty 3230.911098 = -2499063.725625
  nChanged 3
		SP:Iteration 115Q (41923.140000 sec): 3 clusters
  Score: Raw -2502295.319736 + Penalty 3230.911098 = -2499064.408638
  nChanged 5
		SP:Iteration 116Q (41923.410000 sec): 3 clusters
  Score: Raw -2502296.412101 + Penalty 3230.911098 = -2499065.501003
  nChanged 5
		SP:Iteration 117Q (41923.630000 sec): 3 clusters
  Score: Raw -2502297.613696 + Penalty 3230.911098 = -2499066.702598
  nChanged 5
		SP:Iteration 118Q (41923.860000 sec): 3 clusters
  Score: Raw -2502298.509068 + Penalty 3230.911098 = -2499067.597970
  nChanged 6
		SP:Iteration 119Q (41924.120000 sec): 3 clusters
  Score: Raw -2502299.457647 + Penalty 3230.911098 = -2499068.546549
  nChanged 5
		SP:Iteration 120F (41924.350000 sec): 3 clusters
  Score: Raw -2502300.280902 + Penalty 3230.911098 = -2499069.369804
  nChanged 4
		SP:Iteration 121Q (41924.630000 sec): 3 clusters
  Score: Raw -2502300.933467 + Penalty 3230.911098 = -2499070.022369
  nChanged 3
		SP:Iteration 122Q (41924.860000 sec): 3 clusters
  Score: Raw -2502301.382898 + Penalty 3230.911098 = -2499070.471800
  nChanged 3
		SP:Iteration 123Q (41925.090000 sec): 3 clusters
  Score: Raw -2502301.850637 + Penalty 3230.911098 = -2499070.939539
  nChanged 3
		SP:Iteration 124Q (41925.360000 sec): 3 clusters
  Score: Raw -2502302.437744 + Penalty 3230.911098 = -2499071.526646
  nChanged 4
		SP:Iteration 125Q (41925.590000 sec): 3 clusters
  Score: Raw -2502303.446604 + Penalty 3230.911098 = -2499072.535506
  nChanged 4
		SP:Iteration 126Q (41925.880000 sec): 3 clusters
  Score: Raw -2502304.256485 + Penalty 3230.911098 = -2499073.345387
  nChanged 4
		SP:Iteration 127Q (41926.150000 sec): 3 clusters
  Score: Raw -2502305.055610 + Penalty 3230.911098 = -2499074.144512
  nChanged 4
		SP:Iteration 128Q (41926.390000 sec): 3 clusters
  Score: Raw -2502305.776732 + Penalty 3230.911098 = -2499074.865634
  nChanged 1
		SP:Iteration 129Q (41926.650000 sec): 3 clusters
  Score: Raw -2502305.936639 + Penalty 3230.911098 = -2499075.025541
  nChanged 1
		SP:Iteration 130Q (41926.910000 sec): 3 clusters
  Score: Raw -2502306.215344 + Penalty 3230.911098 = -2499075.304246
  nChanged 2
		SP:Iteration 131Q (41927.170000 sec): 3 clusters
  Score: Raw -2502306.529933 + Penalty 3230.911098 = -2499075.618835
  nChanged 1
		SP:Iteration 132Q (41927.450000 sec): 3 clusters
  Score: Raw -2502306.742709 + Penalty 3230.911098 = -2499075.831611
  nChanged 0
		SP:Iteration 133F (41927.720000 sec): 3 clusters
  Score: Raw -2502306.742709 + Penalty 3230.911098 = -2499075.831611
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 40 (9705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41927.840000 sec): 2 clusters
  Score: Raw -1086771.392652 + Penalty 1491.814431 = -1085279.578221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41928.050000 sec): 3 clusters
  Score: Raw -1081270.053400 + Penalty 2983.628861 = -1078286.424539
  nChanged 4229
		SP:Iteration 1F (41928.270000 sec): 3 clusters
  Score: Raw -1083577.617765 + Penalty 2983.628861 = -1080593.988904
  nChanged 581
		SP:Iteration 2F (41928.530000 sec): 3 clusters
  Score: Raw -1083828.587373 + Penalty 2983.628861 = -1080844.958512
  nChanged 525
		SP:Iteration 3F (41928.650000 sec): 3 clusters
  Score: Raw -1084054.350646 + Penalty 2983.628861 = -1081070.721785
  nChanged 458
		SP:Iteration 4Q (41928.910000 sec): 3 clusters
  Score: Raw -1084269.212833 + Penalty 2983.628861 = -1081285.583972
  nChanged 458
		SP:Iteration 5Q (41929.170000 sec): 3 clusters
  Score: Raw -1084498.714244 + Penalty 2983.628861 = -1081515.085383
  nChanged 450
		SP:Iteration 6Q (41929.350000 sec): 3 clusters
  Score: Raw -1084752.226408 + Penalty 2983.628861 = -1081768.597547
  nChanged 518
		SP:Iteration 7F (41929.630000 sec): 3 clusters
  Score: Raw -1085133.158598 + Penalty 2983.628861 = -1082149.529737
  nChanged 565
		SP:Iteration 8F (41929.790000 sec): 3 clusters
  Score: Raw -1085661.762315 + Penalty 2983.628861 = -1082678.133454
  nChanged 572
		SP:Iteration 9F (41930.020000 sec): 3 clusters
  Score: Raw -1086210.437498 + Penalty 2983.628861 = -1083226.808637
  nChanged 492
		SP:Iteration 10F (41930.160000 sec): 3 clusters
  Score: Raw -1086657.546422 + Penalty 2983.628861 = -1083673.917561
  nChanged 401
		SP:Iteration 11Q (41930.390000 sec): 3 clusters
  Score: Raw -1086984.047494 + Penalty 2983.628861 = -1084000.418633
  nChanged 291
		SP:Iteration 12Q (41930.590000 sec): 3 clusters
  Score: Raw -1087181.609138 + Penalty 2983.628861 = -1084197.980277
  nChanged 198
		SP:Iteration 13Q (41930.800000 sec): 3 clusters
  Score: Raw -1087304.685842 + Penalty 2983.628861 = -1084321.056981
  nChanged 128
		SP:Iteration 14Q (41930.970000 sec): 3 clusters
  Score: Raw -1087376.603649 + Penalty 2983.628861 = -1084392.974787
  nChanged 108
		SP:Iteration 15Q (41931.200000 sec): 3 clusters
  Score: Raw -1087422.379807 + Penalty 2983.628861 = -1084438.750946
  nChanged 75
		SP:Iteration 16Q (41931.450000 sec): 3 clusters
  Score: Raw -1087453.323977 + Penalty 2983.628861 = -1084469.695116
  nChanged 61
		SP:Iteration 17Q (41931.650000 sec): 3 clusters
  Score: Raw -1087472.601450 + Penalty 2983.628861 = -1084488.972589
  nChanged 56
		SP:Iteration 18Q (41931.890000 sec): 3 clusters
  Score: Raw -1087487.141650 + Penalty 2983.628861 = -1084503.512789
  nChanged 50
		SP:Iteration 19Q (41932.100000 sec): 3 clusters
  Score: Raw -1087501.287654 + Penalty 2983.628861 = -1084517.658793
  nChanged 38
		SP:Iteration 20F (41932.290000 sec): 3 clusters
  Score: Raw -1087511.961269 + Penalty 2983.628861 = -1084528.332408
  nChanged 30
		SP:Iteration 21Q (41932.520000 sec): 3 clusters
  Score: Raw -1087519.210428 + Penalty 2983.628861 = -1084535.581567
  nChanged 26
		SP:Iteration 22Q (41932.710000 sec): 3 clusters
  Score: Raw -1087524.925177 + Penalty 2983.628861 = -1084541.296316
  nChanged 12
		SP:Iteration 23Q (41932.890000 sec): 3 clusters
  Score: Raw -1087526.277947 + Penalty 2983.628861 = -1084542.649086
  nChanged 8
		SP:Iteration 24Q (41933.120000 sec): 3 clusters
  Score: Raw -1087527.592647 + Penalty 2983.628861 = -1084543.963786
  nChanged 4
		SP:Iteration 25Q (41933.330000 sec): 3 clusters
  Score: Raw -1087528.145250 + Penalty 2983.628861 = -1084544.516388
  nChanged 2
		SP:Iteration 26Q (41933.530000 sec): 3 clusters
  Score: Raw -1087528.560374 + Penalty 2983.628861 = -1084544.931513
  nChanged 7
		SP:Iteration 27Q (41933.710000 sec): 3 clusters
  Score: Raw -1087530.006133 + Penalty 2983.628861 = -1084546.377272
  nChanged 8
		SP:Iteration 28Q (41933.940000 sec): 3 clusters
  Score: Raw -1087531.223724 + Penalty 2983.628861 = -1084547.594863
  nChanged 3
		SP:Iteration 29Q (41934.070000 sec): 3 clusters
  Score: Raw -1087531.932487 + Penalty 2983.628861 = -1084548.303626
  nChanged 3
		SP:Iteration 30Q (41934.290000 sec): 3 clusters
  Score: Raw -1087532.375498 + Penalty 2983.628861 = -1084548.746637
  nChanged 2
		SP:Iteration 31Q (41934.530000 sec): 3 clusters
  Score: Raw -1087532.748969 + Penalty 2983.628861 = -1084549.120108
  nChanged 1
		SP:Iteration 32Q (41934.750000 sec): 3 clusters
  Score: Raw -1087532.835533 + Penalty 2983.628861 = -1084549.206672
  nChanged 2
		SP:Iteration 33Q (41934.950000 sec): 3 clusters
  Score: Raw -1087533.326920 + Penalty 2983.628861 = -1084549.698059
  nChanged 3
		SP:Iteration 34Q (41935.160000 sec): 3 clusters
  Score: Raw -1087533.871167 + Penalty 2983.628861 = -1084550.242306
  nChanged 2
		SP:Iteration 35Q (41935.330000 sec): 3 clusters
  Score: Raw -1087534.067632 + Penalty 2983.628861 = -1084550.438771
  nChanged 0
		SP:Iteration 36F (41935.550000 sec): 3 clusters
  Score: Raw -1087534.067632 + Penalty 2983.628861 = -1084550.438771
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 41 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41935.630000 sec): 2 clusters
  Score: Raw -59332.096530 + Penalty 1014.361281 = -58317.735249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41935.810000 sec): 3 clusters
  Score: Raw -59294.493748 + Penalty 2028.722561 = -57265.771187
  nChanged 133
		SP:Iteration 1F (41935.960000 sec): 3 clusters
  Score: Raw -59478.090000 + Penalty 2028.722561 = -57449.367439
  nChanged 36
		SP:Iteration 2F (41936.210000 sec): 3 clusters
  Score: Raw -59543.602343 + Penalty 2028.722561 = -57514.879782
  nChanged 38
		SP:Iteration 3F (41936.360000 sec): 3 clusters
  Score: Raw -59647.605482 + Penalty 2028.722561 = -57618.882921
  nChanged 41
		SP:Iteration 4F (41936.540000 sec): 3 clusters
  Score: Raw -59811.614250 + Penalty 2028.722561 = -57782.891689
  nChanged 37
		SP:Iteration 5F (41936.720000 sec): 3 clusters
  Score: Raw -59988.215338 + Penalty 2028.722561 = -57959.492777
  nChanged 22
		SP:Iteration 6Q (41936.910000 sec): 3 clusters
  Score: Raw -60122.313395 + Penalty 2028.722561 = -58093.590834
  nChanged 15
		SP:Iteration 7Q (41937.070000 sec): 3 clusters
  Score: Raw -60165.249263 + Penalty 2028.722561 = -58136.526701
  nChanged 9
		SP:Iteration 8Q (41937.260000 sec): 3 clusters
  Score: Raw -60189.315038 + Penalty 2028.722561 = -58160.592476
  nChanged 6
		SP:Iteration 9Q (41937.430000 sec): 3 clusters
  Score: Raw -60206.662213 + Penalty 2028.722561 = -58177.939652
  nChanged 3
		SP:Iteration 10Q (41937.610000 sec): 3 clusters
  Score: Raw -60219.379543 + Penalty 2028.722561 = -58190.656982
  nChanged 4
		SP:Iteration 11Q (41937.800000 sec): 3 clusters
  Score: Raw -60230.477112 + Penalty 2028.722561 = -58201.754551
  nChanged 2
		SP:Iteration 12Q (41937.960000 sec): 3 clusters
  Score: Raw -60239.986536 + Penalty 2028.722561 = -58211.263975
  nChanged 2
		SP:Iteration 13Q (41938.140000 sec): 3 clusters
  Score: Raw -60247.976463 + Penalty 2028.722561 = -58219.253902
  nChanged 3
		SP:Iteration 14Q (41938.380000 sec): 3 clusters
  Score: Raw -60281.817179 + Penalty 2028.722561 = -58253.094618
  nChanged 5
		SP:Iteration 15Q (41938.550000 sec): 3 clusters
  Score: Raw -60294.973879 + Penalty 2028.722561 = -58266.251317
  nChanged 1
		SP:Iteration 16Q (41938.770000 sec): 3 clusters
  Score: Raw -60299.215192 + Penalty 2028.722561 = -58270.492631
  nChanged 1
		SP:Iteration 17Q (41938.880000 sec): 3 clusters
  Score: Raw -60301.577357 + Penalty 2028.722561 = -58272.854796
  nChanged 1
		SP:Iteration 18Q (41939.000000 sec): 3 clusters
  Score: Raw -60302.994537 + Penalty 2028.722561 = -58274.271975
  nChanged 0
		SP:Iteration 19F (41939.260000 sec): 3 clusters
  Score: Raw -60302.994537 + Penalty 2028.722561 = -58274.271975
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 42 (392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41939.330000 sec): 2 clusters
  Score: Raw -40321.304082 + Penalty 970.330049 = -39350.974033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41939.510000 sec): 3 clusters
  Score: Raw -40342.895074 + Penalty 1940.660098 = -38402.234976
  nChanged 86
		SP:Iteration 1F (41939.690000 sec): 3 clusters
  Score: Raw -40508.765372 + Penalty 1940.660098 = -38568.105274
  nChanged 17
		SP:Iteration 2Q (41939.910000 sec): 3 clusters
  Score: Raw -40550.055920 + Penalty 1940.660098 = -38609.395822
  nChanged 11
		SP:Iteration 3Q (41940.050000 sec): 3 clusters
  Score: Raw -40576.532073 + Penalty 1940.660098 = -38635.871975
  nChanged 10
		SP:Iteration 4Q (41940.220000 sec): 3 clusters
  Score: Raw -40598.105274 + Penalty 1940.660098 = -38657.445176
  nChanged 9
		SP:Iteration 5Q (41940.400000 sec): 3 clusters
  Score: Raw -40631.733551 + Penalty 1940.660098 = -38691.073454
  nChanged 5
		SP:Iteration 6Q (41940.590000 sec): 3 clusters
  Score: Raw -40642.644881 + Penalty 1940.660098 = -38701.984783
  nChanged 2
		SP:Iteration 7Q (41940.750000 sec): 3 clusters
  Score: Raw -40645.235145 + Penalty 1940.660098 = -38704.575047
  nChanged 0
		SP:Iteration 8F (41940.910000 sec): 3 clusters
  Score: Raw -40645.235145 + Penalty 1940.660098 = -38704.575047
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 43 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41941.000000 sec): 2 clusters
  Score: Raw -11660.301754 + Penalty 827.734408 = -10832.567346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41941.190000 sec): 3 clusters
  Score: Raw -11852.664950 + Penalty 1655.468815 = -10197.196135
  nChanged 14
		SP:Iteration 1F (41941.340000 sec): 3 clusters
  Score: Raw -11913.622365 + Penalty 1655.468815 = -10258.153550
  nChanged 7
		SP:Iteration 2Q (41941.520000 sec): 3 clusters
  Score: Raw -11937.344169 + Penalty 1655.468815 = -10281.875354
  nChanged 2
		SP:Iteration 3Q (41941.690000 sec): 3 clusters
  Score: Raw -11944.423399 + Penalty 1655.468815 = -10288.954583
  nChanged 1
		SP:Iteration 4Q (41941.890000 sec): 3 clusters
  Score: Raw -11952.833767 + Penalty 1655.468815 = -10297.364952
  nChanged 2
		SP:Iteration 5Q (41942.040000 sec): 3 clusters
  Score: Raw -11965.143043 + Penalty 1655.468815 = -10309.674228
  nChanged 3
		SP:Iteration 6Q (41942.190000 sec): 3 clusters
  Score: Raw -11981.002117 + Penalty 1655.468815 = -10325.533301
  nChanged 1
		SP:Iteration 7Q (41942.340000 sec): 3 clusters
  Score: Raw -11986.005794 + Penalty 1655.468815 = -10330.536979
  nChanged 1
		SP:Iteration 8Q (41942.530000 sec): 3 clusters
  Score: Raw -11989.825063 + Penalty 1655.468815 = -10334.356248
  nChanged 1
		SP:Iteration 9Q (41942.750000 sec): 3 clusters
  Score: Raw -11993.623468 + Penalty 1655.468815 = -10338.154653
  nChanged 1
		SP:Iteration 10Q (41942.840000 sec): 3 clusters
  Score: Raw -12002.793569 + Penalty 1655.468815 = -10347.324754
  nChanged 0
		SP:Iteration 11F (41943.030000 sec): 3 clusters
  Score: Raw -12002.793569 + Penalty 1655.468815 = -10347.324754
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 44 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41943.130000 sec): 2 clusters
  Score: Raw -54623.833206 + Penalty 1002.561744 = -53621.271462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41943.280000 sec): 3 clusters
  Score: Raw -54563.563876 + Penalty 2005.123488 = -52558.440388
  nChanged 103
		SP:Iteration 1F (41943.440000 sec): 3 clusters
  Score: Raw -54693.775305 + Penalty 2005.123488 = -52688.651817
  nChanged 20
		SP:Iteration 2Q (41943.630000 sec): 3 clusters
  Score: Raw -54736.683179 + Penalty 2005.123488 = -52731.559691
  nChanged 11
		SP:Iteration 3Q (41943.840000 sec): 3 clusters
  Score: Raw -54768.734635 + Penalty 2005.123488 = -52763.611147
  nChanged 10
		SP:Iteration 4Q (41943.990000 sec): 3 clusters
  Score: Raw -54785.532096 + Penalty 2005.123488 = -52780.408608
  nChanged 1
		SP:Iteration 5Q (41944.120000 sec): 3 clusters
  Score: Raw -54787.127436 + Penalty 2005.123488 = -52782.003948
  nChanged 0
		SP:Iteration 6F (41944.310000 sec): 3 clusters
  Score: Raw -54787.127436 + Penalty 2005.123488 = -52782.003948
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 45 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41944.430000 sec): 2 clusters
  Score: Raw -19899.233317 + Penalty 860.976572 = -19038.256745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41944.590000 sec): 3 clusters
  Score: Raw -20004.052876 + Penalty 1721.953144 = -18282.099732
  nChanged 31
		SP:Iteration 1F (41944.800000 sec): 3 clusters
  Score: Raw -20080.431141 + Penalty 1721.953144 = -18358.477997
  nChanged 6
		SP:Iteration 2Q (41944.960000 sec): 3 clusters
  Score: Raw -20102.166699 + Penalty 1721.953144 = -18380.213555
  nChanged 4
		SP:Iteration 3Q (41945.160000 sec): 3 clusters
  Score: Raw -20117.868701 + Penalty 1721.953144 = -18395.915557
  nChanged 1
		SP:Iteration 4Q (41945.350000 sec): 3 clusters
  Score: Raw -20121.294148 + Penalty 1721.953144 = -18399.341003
  nChanged 0
		SP:Iteration 5F (41945.540000 sec): 3 clusters
  Score: Raw -20121.294148 + Penalty 1721.953144 = -18399.341003
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 46 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41945.600000 sec): 2 clusters
  Score: Raw -13500.312183 + Penalty 794.681733 = -12705.630450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41945.820000 sec): 3 clusters
  Score: Raw -13734.429907 + Penalty 1589.363467 = -12145.066440
  nChanged 9
		SP:Iteration 1F (41945.990000 sec): 3 clusters
  Score: Raw -13771.139123 + Penalty 1589.363467 = -12181.775657
  nChanged 1
		SP:Iteration 2Q (41946.130000 sec): 3 clusters
  Score: Raw -13779.030409 + Penalty 1589.363467 = -12189.666943
  nChanged 0
		SP:Iteration 3F (41946.340000 sec): 3 clusters
  Score: Raw -13779.030409 + Penalty 1589.363467 = -12189.666943
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 47 (7165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41946.490000 sec): 2 clusters
  Score: Raw -789639.492579 + Penalty 1442.506543 = -788196.986036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41946.670000 sec): 3 clusters
  Score: Raw -785748.423151 + Penalty 2885.013086 = -782863.410065
  nChanged 3044
		SP:Iteration 1F (41946.870000 sec): 3 clusters
  Score: Raw -787594.820721 + Penalty 2885.013086 = -784709.807635
  nChanged 607
		SP:Iteration 2F (41947.060000 sec): 3 clusters
  Score: Raw -788015.779049 + Penalty 2885.013086 = -785130.765963
  nChanged 532
		SP:Iteration 3F (41947.300000 sec): 3 clusters
  Score: Raw -788361.039103 + Penalty 2885.013086 = -785476.026018
  nChanged 450
		SP:Iteration 4F (41947.470000 sec): 3 clusters
  Score: Raw -788654.006607 + Penalty 2885.013086 = -785768.993522
  nChanged 379
		SP:Iteration 5F (41947.670000 sec): 3 clusters
  Score: Raw -788879.902605 + Penalty 2885.013086 = -785994.889520
  nChanged 293
		SP:Iteration 6Q (41947.870000 sec): 3 clusters
  Score: Raw -789032.195170 + Penalty 2885.013086 = -786147.182085
  nChanged 218
		SP:Iteration 7Q (41948.050000 sec): 3 clusters
  Score: Raw -789131.223937 + Penalty 2885.013086 = -786246.210852
  nChanged 184
		SP:Iteration 8Q (41948.260000 sec): 3 clusters
  Score: Raw -789221.018215 + Penalty 2885.013086 = -786336.005129
  nChanged 145
		SP:Iteration 9Q (41948.500000 sec): 3 clusters
  Score: Raw -789283.545826 + Penalty 2885.013086 = -786398.532740
  nChanged 124
		SP:Iteration 10Q (41948.660000 sec): 3 clusters
  Score: Raw -789339.917533 + Penalty 2885.013086 = -786454.904448
  nChanged 119
		SP:Iteration 11Q (41948.910000 sec): 3 clusters
  Score: Raw -789392.733975 + Penalty 2885.013086 = -786507.720889
  nChanged 101
		SP:Iteration 12Q (41949.080000 sec): 3 clusters
  Score: Raw -789441.920461 + Penalty 2885.013086 = -786556.907376
  nChanged 96
		SP:Iteration 13Q (41949.300000 sec): 3 clusters
  Score: Raw -789477.343803 + Penalty 2885.013086 = -786592.330717
  nChanged 81
		SP:Iteration 14Q (41949.460000 sec): 3 clusters
  Score: Raw -789512.618501 + Penalty 2885.013086 = -786627.605415
  nChanged 86
		SP:Iteration 15Q (41949.670000 sec): 3 clusters
  Score: Raw -789555.539584 + Penalty 2885.013086 = -786670.526498
  nChanged 82
		SP:Iteration 16Q (41949.900000 sec): 3 clusters
  Score: Raw -789595.355217 + Penalty 2885.013086 = -786710.342132
  nChanged 74
		SP:Iteration 17Q (41950.100000 sec): 3 clusters
  Score: Raw -789626.688453 + Penalty 2885.013086 = -786741.675367
  nChanged 64
		SP:Iteration 18Q (41950.300000 sec): 3 clusters
  Score: Raw -789656.928831 + Penalty 2885.013086 = -786771.915745
  nChanged 60
		SP:Iteration 19Q (41950.490000 sec): 3 clusters
  Score: Raw -789681.389092 + Penalty 2885.013086 = -786796.376006
  nChanged 55
		SP:Iteration 20F (41950.680000 sec): 3 clusters
  Score: Raw -789711.321171 + Penalty 2885.013086 = -786826.308085
  nChanged 48
		SP:Iteration 21Q (41950.880000 sec): 3 clusters
  Score: Raw -789739.923034 + Penalty 2885.013086 = -786854.909948
  nChanged 56
		SP:Iteration 22Q (41951.070000 sec): 3 clusters
  Score: Raw -789771.334280 + Penalty 2885.013086 = -786886.321194
  nChanged 48
		SP:Iteration 23Q (41951.310000 sec): 3 clusters
  Score: Raw -789802.321020 + Penalty 2885.013086 = -786917.307935
  nChanged 46
		SP:Iteration 24Q (41951.470000 sec): 3 clusters
  Score: Raw -789833.082368 + Penalty 2885.013086 = -786948.069283
  nChanged 50
		SP:Iteration 25Q (41951.640000 sec): 3 clusters
  Score: Raw -789867.638677 + Penalty 2885.013086 = -786982.625592
  nChanged 51
		SP:Iteration 26Q (41951.870000 sec): 3 clusters
  Score: Raw -789908.087871 + Penalty 2885.013086 = -787023.074786
  nChanged 53
		SP:Iteration 27Q (41952.060000 sec): 3 clusters
  Score: Raw -789952.364963 + Penalty 2885.013086 = -787067.351878
  nChanged 51
		SP:Iteration 28Q (41952.260000 sec): 3 clusters
  Score: Raw -789989.237927 + Penalty 2885.013086 = -787104.224841
  nChanged 34
		SP:Iteration 29Q (41952.450000 sec): 3 clusters
  Score: Raw -790014.935011 + Penalty 2885.013086 = -787129.921926
  nChanged 32
		SP:Iteration 30Q (41952.680000 sec): 3 clusters
  Score: Raw -790034.698690 + Penalty 2885.013086 = -787149.685604
  nChanged 25
		SP:Iteration 31Q (41952.860000 sec): 3 clusters
  Score: Raw -790050.959282 + Penalty 2885.013086 = -787165.946197
  nChanged 17
		SP:Iteration 32Q (41953.060000 sec): 3 clusters
  Score: Raw -790059.959103 + Penalty 2885.013086 = -787174.946018
  nChanged 12
		SP:Iteration 33Q (41953.260000 sec): 3 clusters
  Score: Raw -790065.792885 + Penalty 2885.013086 = -787180.779799
  nChanged 11
		SP:Iteration 34Q (41953.450000 sec): 3 clusters
  Score: Raw -790074.021144 + Penalty 2885.013086 = -787189.008059
  nChanged 17
		SP:Iteration 35Q (41953.640000 sec): 3 clusters
  Score: Raw -790084.395723 + Penalty 2885.013086 = -787199.382637
  nChanged 13
		SP:Iteration 36Q (41953.850000 sec): 3 clusters
  Score: Raw -790092.554379 + Penalty 2885.013086 = -787207.541293
  nChanged 13
		SP:Iteration 37Q (41954.050000 sec): 3 clusters
  Score: Raw -790100.361013 + Penalty 2885.013086 = -787215.347928
  nChanged 5
		SP:Iteration 38Q (41954.260000 sec): 3 clusters
  Score: Raw -790102.795299 + Penalty 2885.013086 = -787217.782213
  nChanged 4
		SP:Iteration 39Q (41954.460000 sec): 3 clusters
  Score: Raw -790105.198574 + Penalty 2885.013086 = -787220.185488
  nChanged 8
		SP:Iteration 40F (41954.670000 sec): 3 clusters
  Score: Raw -790109.133986 + Penalty 2885.013086 = -787224.120901
  nChanged 6
		SP:Iteration 41Q (41954.890000 sec): 3 clusters
  Score: Raw -790113.502830 + Penalty 2885.013086 = -787228.489744
  nChanged 4
		SP:Iteration 42Q (41955.090000 sec): 3 clusters
  Score: Raw -790115.540508 + Penalty 2885.013086 = -787230.527423
  nChanged 3
		SP:Iteration 43Q (41955.280000 sec): 3 clusters
  Score: Raw -790117.391536 + Penalty 2885.013086 = -787232.378450
  nChanged 5
		SP:Iteration 44Q (41955.500000 sec): 3 clusters
  Score: Raw -790119.650527 + Penalty 2885.013086 = -787234.637441
  nChanged 5
		SP:Iteration 45Q (41955.700000 sec): 3 clusters
  Score: Raw -790121.543973 + Penalty 2885.013086 = -787236.530888
  nChanged 3
		SP:Iteration 46Q (41955.890000 sec): 3 clusters
  Score: Raw -790123.486740 + Penalty 2885.013086 = -787238.473655
  nChanged 2
		SP:Iteration 47Q (41956.080000 sec): 3 clusters
  Score: Raw -790123.916220 + Penalty 2885.013086 = -787238.903135
  nChanged 1
		SP:Iteration 48Q (41956.300000 sec): 3 clusters
  Score: Raw -790124.114030 + Penalty 2885.013086 = -787239.100944
  nChanged 0
		SP:Iteration 49F (41956.480000 sec): 3 clusters
  Score: Raw -790124.114030 + Penalty 2885.013086 = -787239.100944
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 48 (105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41956.580000 sec): 2 clusters
  Score: Raw -10930.676901 + Penalty 756.268557 = -10174.408344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41956.750000 sec): 3 clusters
  Score: Raw -11112.825155 + Penalty 1512.537114 = -9600.288041
  nChanged 9
		SP:Iteration 1F (41956.930000 sec): 3 clusters
  Score: Raw -11156.850326 + Penalty 1512.537114 = -9644.313212
  nChanged 2
		SP:Iteration 2Q (41957.140000 sec): 3 clusters
  Score: Raw -11171.914360 + Penalty 1512.537114 = -9659.377246
  nChanged 0
		SP:Iteration 3F (41957.320000 sec): 3 clusters
  Score: Raw -11171.914360 + Penalty 1512.537114 = -9659.377246
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 49 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41957.390000 sec): 2 clusters
  Score: Raw -29106.600621 + Penalty 917.958314 = -28188.642307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41957.570000 sec): 3 clusters
  Score: Raw -29189.407893 + Penalty 1835.916627 = -27353.491266
  nChanged 52
		SP:Iteration 1F (41957.720000 sec): 3 clusters
  Score: Raw -29348.850290 + Penalty 1835.916627 = -27512.933663
  nChanged 16
		SP:Iteration 2F (41957.920000 sec): 3 clusters
  Score: Raw -29404.723530 + Penalty 1835.916627 = -27568.806903
  nChanged 9
		SP:Iteration 3Q (41958.070000 sec): 3 clusters
  Score: Raw -29443.408022 + Penalty 1835.916627 = -27607.491395
  nChanged 7
		SP:Iteration 4Q (41958.250000 sec): 3 clusters
  Score: Raw -29476.893495 + Penalty 1835.916627 = -27640.976867
  nChanged 5
		SP:Iteration 5Q (41958.370000 sec): 3 clusters
  Score: Raw -29503.454523 + Penalty 1835.916627 = -27667.537896
  nChanged 4
		SP:Iteration 6Q (41958.570000 sec): 3 clusters
  Score: Raw -29513.731391 + Penalty 1835.916627 = -27677.814764
  nChanged 1
		SP:Iteration 7Q (41958.740000 sec): 3 clusters
  Score: Raw -29514.273532 + Penalty 1835.916627 = -27678.356904
  nChanged 0
		SP:Iteration 8F (41958.910000 sec): 3 clusters
  Score: Raw -29514.273532 + Penalty 1835.916627 = -27678.356904
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 50 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41959.020000 sec): 2 clusters
  Score: Raw -11251.753571 + Penalty 780.653420 = -10471.100152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41959.220000 sec): 3 clusters
  Score: Raw -11537.211280 + Penalty 1561.306840 = -9975.904441
  nChanged 10
		SP:Iteration 1F (41959.380000 sec): 3 clusters
  Score: Raw -11564.727584 + Penalty 1561.306840 = -10003.420744
  nChanged 1
		SP:Iteration 2Q (41959.540000 sec): 3 clusters
  Score: Raw -11567.431460 + Penalty 1561.306840 = -10006.124620
  nChanged 0
		SP:Iteration 3F (41959.690000 sec): 3 clusters
  Score: Raw -11567.431460 + Penalty 1561.306840 = -10006.124620
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 51 (17054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41959.860000 sec): 2 clusters
  Score: Raw -2110672.547244 + Penalty 1583.422760 = -2109089.124484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41960.110000 sec): 3 clusters
  Score: Raw -2100491.469652 + Penalty 3166.845519 = -2097324.624133
  nChanged 7607
		SP:Iteration 1F (41960.390000 sec): 3 clusters
  Score: Raw -2104771.547536 + Penalty 3166.845519 = -2101604.702016
  nChanged 951
		SP:Iteration 2F (41960.660000 sec): 3 clusters
  Score: Raw -2105164.724145 + Penalty 3166.845519 = -2101997.878626
  nChanged 879
		SP:Iteration 3F (41960.920000 sec): 3 clusters
  Score: Raw -2105574.459925 + Penalty 3166.845519 = -2102407.614406
  nChanged 843
		SP:Iteration 4Q (41961.150000 sec): 3 clusters
  Score: Raw -2106029.328503 + Penalty 3166.845519 = -2102862.482983
  nChanged 897
		SP:Iteration 5F (41961.380000 sec): 3 clusters
  Score: Raw -2106588.133761 + Penalty 3166.845519 = -2103421.288242
  nChanged 923
		SP:Iteration 6F (41961.590000 sec): 3 clusters
  Score: Raw -2107244.372682 + Penalty 3166.845519 = -2104077.527163
  nChanged 858
		SP:Iteration 7F (41961.860000 sec): 3 clusters
  Score: Raw -2107896.257514 + Penalty 3166.845519 = -2104729.411995
  nChanged 807
		SP:Iteration 8Q (41962.130000 sec): 3 clusters
  Score: Raw -2108532.489172 + Penalty 3166.845519 = -2105365.643652
  nChanged 688
		SP:Iteration 9Q (41962.380000 sec): 3 clusters
  Score: Raw -2109061.641252 + Penalty 3166.845519 = -2105894.795733
  nChanged 545
		SP:Iteration 10Q (41962.610000 sec): 3 clusters
  Score: Raw -2109476.841290 + Penalty 3166.845519 = -2106309.995771
  nChanged 406
		SP:Iteration 11Q (41962.920000 sec): 3 clusters
  Score: Raw -2109776.830340 + Penalty 3166.845519 = -2106609.984821
  nChanged 304
		SP:Iteration 12Q (41963.170000 sec): 3 clusters
  Score: Raw -2109983.736946 + Penalty 3166.845519 = -2106816.891427
  nChanged 231
		SP:Iteration 13Q (41963.390000 sec): 3 clusters
  Score: Raw -2110139.533530 + Penalty 3166.845519 = -2106972.688010
  nChanged 199
		SP:Iteration 14Q (41963.610000 sec): 3 clusters
  Score: Raw -2110274.841141 + Penalty 3166.845519 = -2107107.995622
  nChanged 168
		SP:Iteration 15Q (41963.820000 sec): 3 clusters
  Score: Raw -2110387.005433 + Penalty 3166.845519 = -2107220.159913
  nChanged 153
		SP:Iteration 16Q (41964.080000 sec): 3 clusters
  Score: Raw -2110492.040183 + Penalty 3166.845519 = -2107325.194664
  nChanged 133
		SP:Iteration 17Q (41964.330000 sec): 3 clusters
  Score: Raw -2110588.089372 + Penalty 3166.845519 = -2107421.243853
  nChanged 106
		SP:Iteration 18Q (41964.550000 sec): 3 clusters
  Score: Raw -2110670.507766 + Penalty 3166.845519 = -2107503.662247
  nChanged 79
		SP:Iteration 19Q (41964.840000 sec): 3 clusters
  Score: Raw -2110731.465551 + Penalty 3166.845519 = -2107564.620032
  nChanged 68
		SP:Iteration 20F (41965.090000 sec): 3 clusters
  Score: Raw -2110786.610893 + Penalty 3166.845519 = -2107619.765374
  nChanged 43
		SP:Iteration 21Q (41965.310000 sec): 3 clusters
  Score: Raw -2110815.458930 + Penalty 3166.845519 = -2107648.613411
  nChanged 28
		SP:Iteration 22Q (41965.520000 sec): 3 clusters
  Score: Raw -2110837.156902 + Penalty 3166.845519 = -2107670.311383
  nChanged 29
		SP:Iteration 23Q (41965.760000 sec): 3 clusters
  Score: Raw -2110854.488081 + Penalty 3166.845519 = -2107687.642562
  nChanged 17
		SP:Iteration 24Q (41966.030000 sec): 3 clusters
  Score: Raw -2110865.287505 + Penalty 3166.845519 = -2107698.441986
  nChanged 14
		SP:Iteration 25Q (41966.250000 sec): 3 clusters
  Score: Raw -2110872.604866 + Penalty 3166.845519 = -2107705.759347
  nChanged 6
		SP:Iteration 26Q (41966.500000 sec): 3 clusters
  Score: Raw -2110875.650089 + Penalty 3166.845519 = -2107708.804570
  nChanged 8
		SP:Iteration 27Q (41966.710000 sec): 3 clusters
  Score: Raw -2110880.887727 + Penalty 3166.845519 = -2107714.042208
  nChanged 8
		SP:Iteration 28Q (41966.980000 sec): 3 clusters
  Score: Raw -2110885.916306 + Penalty 3166.845519 = -2107719.070787
  nChanged 9
		SP:Iteration 29Q (41967.210000 sec): 3 clusters
  Score: Raw -2110890.510339 + Penalty 3166.845519 = -2107723.664820
  nChanged 9
		SP:Iteration 30Q (41967.470000 sec): 3 clusters
  Score: Raw -2110895.220841 + Penalty 3166.845519 = -2107728.375321
  nChanged 4
		SP:Iteration 31Q (41967.730000 sec): 3 clusters
  Score: Raw -2110897.632269 + Penalty 3166.845519 = -2107730.786750
  nChanged 4
		SP:Iteration 32Q (41967.920000 sec): 3 clusters
  Score: Raw -2110899.128203 + Penalty 3166.845519 = -2107732.282684
  nChanged 3
		SP:Iteration 33Q (41968.170000 sec): 3 clusters
  Score: Raw -2110900.462637 + Penalty 3166.845519 = -2107733.617118
  nChanged 1
		SP:Iteration 34Q (41968.480000 sec): 3 clusters
  Score: Raw -2110900.852618 + Penalty 3166.845519 = -2107734.007099
  nChanged 0
		SP:Iteration 35F (41968.650000 sec): 3 clusters
  Score: Raw -2110900.852618 + Penalty 3166.845519 = -2107734.007099
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 52 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41968.750000 sec): 2 clusters
  Score: Raw -46807.779774 + Penalty 975.229918 = -45832.549856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41968.940000 sec): 3 clusters
  Score: Raw -46799.783390 + Penalty 1950.459835 = -44849.323555
  nChanged 79
		SP:Iteration 1F (41969.100000 sec): 3 clusters
  Score: Raw -46936.735212 + Penalty 1950.459835 = -44986.275377
  nChanged 23
		SP:Iteration 2F (41969.290000 sec): 3 clusters
  Score: Raw -46994.657467 + Penalty 1950.459835 = -45044.197632
  nChanged 12
		SP:Iteration 3Q (41969.450000 sec): 3 clusters
  Score: Raw -47014.957900 + Penalty 1950.459835 = -45064.498064
  nChanged 5
		SP:Iteration 4Q (41969.620000 sec): 3 clusters
  Score: Raw -47030.841266 + Penalty 1950.459835 = -45080.381431
  nChanged 3
		SP:Iteration 5Q (41969.810000 sec): 3 clusters
  Score: Raw -47035.590997 + Penalty 1950.459835 = -45085.131162
  nChanged 0
		SP:Iteration 6F (41969.960000 sec): 3 clusters
  Score: Raw -47035.590997 + Penalty 1950.459835 = -45085.131162
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 53 (4583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41970.060000 sec): 2 clusters
  Score: Raw -537105.134663 + Penalty 1369.892726 = -535735.241937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41970.250000 sec): 3 clusters
  Score: Raw -534762.436144 + Penalty 2739.785452 = -532022.650691
  nChanged 1879
		SP:Iteration 1F (41970.400000 sec): 3 clusters
  Score: Raw -535861.717819 + Penalty 2739.785452 = -533121.932367
  nChanged 324
		SP:Iteration 2F (41970.590000 sec): 3 clusters
  Score: Raw -536032.928854 + Penalty 2739.785452 = -533293.143402
  nChanged 222
		SP:Iteration 3Q (41970.800000 sec): 3 clusters
  Score: Raw -536136.892650 + Penalty 2739.785452 = -533397.107198
  nChanged 193
		SP:Iteration 4Q (41970.980000 sec): 3 clusters
  Score: Raw -536231.423722 + Penalty 2739.785452 = -533491.638269
  nChanged 150
		SP:Iteration 5Q (41971.200000 sec): 3 clusters
  Score: Raw -536297.646871 + Penalty 2739.785452 = -533557.861419
  nChanged 139
		SP:Iteration 6Q (41971.390000 sec): 3 clusters
  Score: Raw -536361.641410 + Penalty 2739.785452 = -533621.855958
  nChanged 138
		SP:Iteration 7Q (41971.570000 sec): 3 clusters
  Score: Raw -536434.407453 + Penalty 2739.785452 = -533694.622001
  nChanged 125
		SP:Iteration 8Q (41971.760000 sec): 3 clusters
  Score: Raw -536502.140452 + Penalty 2739.785452 = -533762.355000
  nChanged 110
		SP:Iteration 9Q (41971.950000 sec): 3 clusters
  Score: Raw -536572.071100 + Penalty 2739.785452 = -533832.285648
  nChanged 115
		SP:Iteration 10Q (41972.090000 sec): 3 clusters
  Score: Raw -536640.122508 + Penalty 2739.785452 = -533900.337056
  nChanged 109
		SP:Iteration 11Q (41972.270000 sec): 3 clusters
  Score: Raw -536701.912645 + Penalty 2739.785452 = -533962.127192
  nChanged 109
		SP:Iteration 12Q (41972.500000 sec): 3 clusters
  Score: Raw -536773.215345 + Penalty 2739.785452 = -534033.429892
  nChanged 119
		SP:Iteration 13Q (41972.700000 sec): 3 clusters
  Score: Raw -536836.051791 + Penalty 2739.785452 = -534096.266338
  nChanged 96
		SP:Iteration 14Q (41972.870000 sec): 3 clusters
  Score: Raw -536885.059229 + Penalty 2739.785452 = -534145.273776
  nChanged 82
		SP:Iteration 15Q (41973.050000 sec): 3 clusters
  Score: Raw -536931.740514 + Penalty 2739.785452 = -534191.955062
  nChanged 91
		SP:Iteration 16Q (41973.260000 sec): 3 clusters
  Score: Raw -536983.867924 + Penalty 2739.785452 = -534244.082472
  nChanged 91
		SP:Iteration 17Q (41973.430000 sec): 3 clusters
  Score: Raw -537034.929975 + Penalty 2739.785452 = -534295.144523
  nChanged 82
		SP:Iteration 18Q (41973.620000 sec): 3 clusters
  Score: Raw -537075.000696 + Penalty 2739.785452 = -534335.215244
  nChanged 79
		SP:Iteration 19Q (41973.840000 sec): 3 clusters
  Score: Raw -537115.091462 + Penalty 2739.785452 = -534375.306010
  nChanged 65
		SP:Iteration 20F (41974.040000 sec): 3 clusters
  Score: Raw -537154.122321 + Penalty 2739.785452 = -534414.336868
  nChanged 80
		SP:Iteration 21Q (41974.220000 sec): 3 clusters
  Score: Raw -537202.268362 + Penalty 2739.785452 = -534462.482909
  nChanged 61
		SP:Iteration 22Q (41974.420000 sec): 3 clusters
  Score: Raw -537232.654416 + Penalty 2739.785452 = -534492.868964
  nChanged 55
		SP:Iteration 23Q (41974.640000 sec): 3 clusters
  Score: Raw -537254.889173 + Penalty 2739.785452 = -534515.103720
  nChanged 43
		SP:Iteration 24Q (41974.820000 sec): 3 clusters
  Score: Raw -537272.991412 + Penalty 2739.785452 = -534533.205959
  nChanged 36
		SP:Iteration 25Q (41974.990000 sec): 3 clusters
  Score: Raw -537289.194368 + Penalty 2739.785452 = -534549.408916
  nChanged 32
		SP:Iteration 26Q (41975.160000 sec): 3 clusters
  Score: Raw -537304.302909 + Penalty 2739.785452 = -534564.517456
  nChanged 36
		SP:Iteration 27Q (41975.280000 sec): 3 clusters
  Score: Raw -537322.506832 + Penalty 2739.785452 = -534582.721380
  nChanged 37
		SP:Iteration 28Q (41975.480000 sec): 3 clusters
  Score: Raw -537339.790609 + Penalty 2739.785452 = -534600.005157
  nChanged 40
		SP:Iteration 29Q (41975.670000 sec): 3 clusters
  Score: Raw -537357.072388 + Penalty 2739.785452 = -534617.286936
  nChanged 42
		SP:Iteration 30Q (41975.900000 sec): 3 clusters
  Score: Raw -537378.900532 + Penalty 2739.785452 = -534639.115079
  nChanged 37
		SP:Iteration 31Q (41976.120000 sec): 3 clusters
  Score: Raw -537400.863234 + Penalty 2739.785452 = -534661.077781
  nChanged 32
		SP:Iteration 32Q (41976.280000 sec): 3 clusters
  Score: Raw -537415.583776 + Penalty 2739.785452 = -534675.798323
  nChanged 29
		SP:Iteration 33Q (41976.470000 sec): 3 clusters
  Score: Raw -537427.856478 + Penalty 2739.785452 = -534688.071026
  nChanged 31
		SP:Iteration 34Q (41976.650000 sec): 3 clusters
  Score: Raw -537444.209252 + Penalty 2739.785452 = -534704.423800
  nChanged 35
		SP:Iteration 35Q (41976.810000 sec): 3 clusters
  Score: Raw -537458.998633 + Penalty 2739.785452 = -534719.213180
  nChanged 22
		SP:Iteration 36Q (41976.970000 sec): 3 clusters
  Score: Raw -537469.497689 + Penalty 2739.785452 = -534729.712237
  nChanged 22
		SP:Iteration 37Q (41977.210000 sec): 3 clusters
  Score: Raw -537480.656708 + Penalty 2739.785452 = -534740.871255
  nChanged 21
		SP:Iteration 38Q (41977.340000 sec): 3 clusters
  Score: Raw -537487.773528 + Penalty 2739.785452 = -534747.988076
  nChanged 12
		SP:Iteration 39Q (41977.490000 sec): 3 clusters
  Score: Raw -537491.797818 + Penalty 2739.785452 = -534752.012366
  nChanged 8
		SP:Iteration 40F (41977.690000 sec): 3 clusters
  Score: Raw -537494.835687 + Penalty 2739.785452 = -534755.050234
  nChanged 6
		SP:Iteration 41Q (41977.870000 sec): 3 clusters
  Score: Raw -537496.684309 + Penalty 2739.785452 = -534756.898857
  nChanged 7
		SP:Iteration 42Q (41978.070000 sec): 3 clusters
  Score: Raw -537499.804426 + Penalty 2739.785452 = -534760.018974
  nChanged 6
		SP:Iteration 43Q (41978.170000 sec): 3 clusters
  Score: Raw -537501.576042 + Penalty 2739.785452 = -534761.790590
  nChanged 2
		SP:Iteration 44Q (41978.380000 sec): 3 clusters
  Score: Raw -537502.514140 + Penalty 2739.785452 = -534762.728688
  nChanged 4
		SP:Iteration 45Q (41978.540000 sec): 3 clusters
  Score: Raw -537504.163462 + Penalty 2739.785452 = -534764.378010
  nChanged 7
		SP:Iteration 46Q (41978.750000 sec): 3 clusters
  Score: Raw -537506.489522 + Penalty 2739.785452 = -534766.704070
  nChanged 5
		SP:Iteration 47Q (41978.940000 sec): 3 clusters
  Score: Raw -537508.540528 + Penalty 2739.785452 = -534768.755076
  nChanged 5
		SP:Iteration 48Q (41979.140000 sec): 3 clusters
  Score: Raw -537510.420680 + Penalty 2739.785452 = -534770.635228
  nChanged 7
		SP:Iteration 49Q (41979.330000 sec): 3 clusters
  Score: Raw -537513.132552 + Penalty 2739.785452 = -534773.347099
  nChanged 5
		SP:Iteration 50Q (41979.500000 sec): 3 clusters
  Score: Raw -537514.749386 + Penalty 2739.785452 = -534774.963934
  nChanged 6
		SP:Iteration 51Q (41979.650000 sec): 3 clusters
  Score: Raw -537517.321418 + Penalty 2739.785452 = -534777.535965
  nChanged 6
		SP:Iteration 52Q (41979.800000 sec): 3 clusters
  Score: Raw -537520.682524 + Penalty 2739.785452 = -534780.897072
  nChanged 7
		SP:Iteration 53Q (41979.970000 sec): 3 clusters
  Score: Raw -537523.832242 + Penalty 2739.785452 = -534784.046789
  nChanged 6
		SP:Iteration 54Q (41980.200000 sec): 3 clusters
  Score: Raw -537526.776854 + Penalty 2739.785452 = -534786.991402
  nChanged 10
		SP:Iteration 55Q (41980.350000 sec): 3 clusters
  Score: Raw -537531.582477 + Penalty 2739.785452 = -534791.797025
  nChanged 9
		SP:Iteration 56Q (41980.530000 sec): 3 clusters
  Score: Raw -537535.186513 + Penalty 2739.785452 = -534795.401060
  nChanged 8
		SP:Iteration 57Q (41980.730000 sec): 3 clusters
  Score: Raw -537538.273838 + Penalty 2739.785452 = -534798.488385
  nChanged 6
		SP:Iteration 58Q (41980.900000 sec): 3 clusters
  Score: Raw -537540.073230 + Penalty 2739.785452 = -534800.287778
  nChanged 4
		SP:Iteration 59Q (41981.120000 sec): 3 clusters
  Score: Raw -537541.873577 + Penalty 2739.785452 = -534802.088125
  nChanged 5
		SP:Iteration 60F (41981.310000 sec): 3 clusters
  Score: Raw -537543.725742 + Penalty 2739.785452 = -534803.940290
  nChanged 6
		SP:Iteration 61Q (41981.450000 sec): 3 clusters
  Score: Raw -537546.131470 + Penalty 2739.785452 = -534806.346017
  nChanged 4
		SP:Iteration 62Q (41981.640000 sec): 3 clusters
  Score: Raw -537547.817914 + Penalty 2739.785452 = -534808.032461
  nChanged 5
		SP:Iteration 63Q (41981.810000 sec): 3 clusters
  Score: Raw -537549.962161 + Penalty 2739.785452 = -534810.176709
  nChanged 6
		SP:Iteration 64Q (41982.010000 sec): 3 clusters
  Score: Raw -537551.984605 + Penalty 2739.785452 = -534812.199153
  nChanged 2
		SP:Iteration 65Q (41982.180000 sec): 3 clusters
  Score: Raw -537552.946097 + Penalty 2739.785452 = -534813.160644
  nChanged 1
		SP:Iteration 66Q (41982.400000 sec): 3 clusters
  Score: Raw -537553.192109 + Penalty 2739.785452 = -534813.406656
  nChanged 0
		SP:Iteration 67F (41982.560000 sec): 3 clusters
  Score: Raw -537553.192109 + Penalty 2739.785452 = -534813.406656
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 54 (259970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41983.610000 sec): 2 clusters
  Score: Raw -27739891.304758 + Penalty 2026.102247 = -27737865.202511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41985.470000 sec): 3 clusters
  Score: Raw -27566922.580163 + Penalty 4052.204494 = -27562870.375669
  nChanged 126483
		SP:Iteration 1F (41987.030000 sec): 3 clusters
  Score: Raw -27650261.110251 + Penalty 4052.204494 = -27646208.905757
  nChanged 14099
		SP:Iteration 2F (41988.540000 sec): 3 clusters
  Score: Raw -27657913.530750 + Penalty 4052.204494 = -27653861.326256
  nChanged 15870
		SP:Iteration 3F (41990.020000 sec): 3 clusters
  Score: Raw -27668175.648046 + Penalty 4052.204494 = -27664123.443553
  nChanged 16926
		SP:Iteration 4F (41991.490000 sec): 3 clusters
  Score: Raw -27680231.805493 + Penalty 4052.204494 = -27676179.600999
  nChanged 16377
		SP:Iteration 5F (41993.040000 sec): 3 clusters
  Score: Raw -27691623.827273 + Penalty 4052.204494 = -27687571.622779
  nChanged 13878
		SP:Iteration 6F (41994.880000 sec): 3 clusters
  Score: Raw -27699826.058995 + Penalty 4052.204494 = -27695773.854501
  nChanged 10417
		SP:Iteration 7Q (41996.290000 sec): 3 clusters
  Score: Raw -27704550.149130 + Penalty 4052.204494 = -27700497.944636
  nChanged 7144
		SP:Iteration 8Q (41997.820000 sec): 3 clusters
  Score: Raw -27707070.526711 + Penalty 4052.204494 = -27703018.322217
  nChanged 5171
		SP:Iteration 9Q (41999.530000 sec): 3 clusters
  Score: Raw -27708730.078428 + Penalty 4052.204494 = -27704677.873934
  nChanged 4509
		SP:Iteration 10Q (42001.030000 sec): 3 clusters
  Score: Raw -27710183.119833 + Penalty 4052.204494 = -27706130.915339
  nChanged 4425
		SP:Iteration 11Q (42002.690000 sec): 3 clusters
  Score: Raw -27711659.550943 + Penalty 4052.204494 = -27707607.346450
  nChanged 4585
		SP:Iteration 12Q (42004.310000 sec): 3 clusters
  Score: Raw -27713294.231087 + Penalty 4052.204494 = -27709242.026593
  nChanged 4810
		SP:Iteration 13Q (42005.770000 sec): 3 clusters
  Score: Raw -27715091.868559 + Penalty 4052.204494 = -27711039.664065
  nChanged 4945
		SP:Iteration 14Q (42007.280000 sec): 3 clusters
  Score: Raw -27717006.929071 + Penalty 4052.204494 = -27712954.724577
  nChanged 4900
		SP:Iteration 15Q (42008.980000 sec): 3 clusters
  Score: Raw -27718965.902046 + Penalty 4052.204494 = -27714913.697552
  nChanged 4908
		SP:Iteration 16Q (42010.390000 sec): 3 clusters
  Score: Raw -27720984.836524 + Penalty 4052.204494 = -27716932.632031
  nChanged 4787
		SP:Iteration 17Q (42011.880000 sec): 3 clusters
  Score: Raw -27723018.952133 + Penalty 4052.204494 = -27718966.747640
  nChanged 4775
		SP:Iteration 18Q (42013.400000 sec): 3 clusters
  Score: Raw -27725129.320991 + Penalty 4052.204494 = -27721077.116497
  nChanged 4540
		SP:Iteration 19Q (42014.790000 sec): 3 clusters
  Score: Raw -27727221.512129 + Penalty 4052.204494 = -27723169.307635
  nChanged 4434
		SP:Iteration 20F (42016.480000 sec): 3 clusters
  Score: Raw -27729378.000378 + Penalty 4052.204494 = -27725325.795885
  nChanged 4263
		SP:Iteration 21Q (42017.910000 sec): 3 clusters
  Score: Raw -27731531.909285 + Penalty 4052.204494 = -27727479.704792
  nChanged 3813
		SP:Iteration 22Q (42019.200000 sec): 3 clusters
  Score: Raw -27733501.799124 + Penalty 4052.204494 = -27729449.594630
  nChanged 3282
		SP:Iteration 23Q (42020.610000 sec): 3 clusters
  Score: Raw -27735212.727558 + Penalty 4052.204494 = -27731160.523065
  nChanged 2729
		SP:Iteration 24Q (42021.970000 sec): 3 clusters
  Score: Raw -27736599.480763 + Penalty 4052.204494 = -27732547.276269
  nChanged 2195
		SP:Iteration 25Q (42023.270000 sec): 3 clusters
  Score: Raw -27737692.147057 + Penalty 4052.204494 = -27733639.942563
  nChanged 1754
		SP:Iteration 26Q (42024.490000 sec): 3 clusters
  Score: Raw -27738536.843664 + Penalty 4052.204494 = -27734484.639171
  nChanged 1374
		SP:Iteration 27Q (42025.670000 sec): 3 clusters
  Score: Raw -27739176.541864 + Penalty 4052.204494 = -27735124.337371
  nChanged 974
		SP:Iteration 28Q (42026.910000 sec): 3 clusters
  Score: Raw -27739598.387498 + Penalty 4052.204494 = -27735546.183004
  nChanged 692
		SP:Iteration 29Q (42028.320000 sec): 3 clusters
  Score: Raw -27739888.790494 + Penalty 4052.204494 = -27735836.586001
  nChanged 545
		SP:Iteration 30Q (42029.500000 sec): 3 clusters
  Score: Raw -27740111.549716 + Penalty 4052.204494 = -27736059.345223
  nChanged 390
		SP:Iteration 31Q (42030.790000 sec): 3 clusters
  Score: Raw -27740273.787706 + Penalty 4052.204494 = -27736221.583212
  nChanged 292
		SP:Iteration 32Q (42031.840000 sec): 3 clusters
  Score: Raw -27740383.130744 + Penalty 4052.204494 = -27736330.926250
  nChanged 215
		SP:Iteration 33Q (42033.060000 sec): 3 clusters
  Score: Raw -27740456.094927 + Penalty 4052.204494 = -27736403.890433
  nChanged 156
		SP:Iteration 34Q (42034.260000 sec): 3 clusters
  Score: Raw -27740511.281366 + Penalty 4052.204494 = -27736459.076872
  nChanged 126
		SP:Iteration 35Q (42035.650000 sec): 3 clusters
  Score: Raw -27740556.575900 + Penalty 4052.204494 = -27736504.371407
  nChanged 94
		SP:Iteration 36Q (42036.910000 sec): 3 clusters
  Score: Raw -27740592.523662 + Penalty 4052.204494 = -27736540.319169
  nChanged 99
		SP:Iteration 37Q (42038.090000 sec): 3 clusters
  Score: Raw -27740628.302471 + Penalty 4052.204494 = -27736576.097977
  nChanged 86
		SP:Iteration 38Q (42039.230000 sec): 3 clusters
  Score: Raw -27740656.838185 + Penalty 4052.204494 = -27736604.633691
  nChanged 80
		SP:Iteration 39Q (42040.350000 sec): 3 clusters
  Score: Raw -27740686.490897 + Penalty 4052.204494 = -27736634.286403
  nChanged 90
		SP:Iteration 40F (42041.730000 sec): 3 clusters
  Score: Raw -27740716.587091 + Penalty 4052.204494 = -27736664.382597
  nChanged 75
		SP:Iteration 41Q (42043.140000 sec): 3 clusters
  Score: Raw -27740736.788533 + Penalty 4052.204494 = -27736684.584039
  nChanged 64
		SP:Iteration 42Q (42044.270000 sec): 3 clusters
  Score: Raw -27740755.096559 + Penalty 4052.204494 = -27736702.892065
  nChanged 57
		SP:Iteration 43Q (42045.440000 sec): 3 clusters
  Score: Raw -27740772.657402 + Penalty 4052.204494 = -27736720.452908
  nChanged 48
		SP:Iteration 44Q (42046.670000 sec): 3 clusters
  Score: Raw -27740786.356117 + Penalty 4052.204494 = -27736734.151623
  nChanged 44
		SP:Iteration 45Q (42047.970000 sec): 3 clusters
  Score: Raw -27740800.161587 + Penalty 4052.204494 = -27736747.957093
  nChanged 47
		SP:Iteration 46Q (42049.400000 sec): 3 clusters
  Score: Raw -27740815.598639 + Penalty 4052.204494 = -27736763.394146
  nChanged 60
		SP:Iteration 47Q (42050.390000 sec): 3 clusters
  Score: Raw -27740841.689298 + Penalty 4052.204494 = -27736789.484805
  nChanged 75
		SP:Iteration 48Q (42051.840000 sec): 3 clusters
  Score: Raw -27740877.775654 + Penalty 4052.204494 = -27736825.571160
  nChanged 70
		SP:Iteration 49Q (42053.080000 sec): 3 clusters
  Score: Raw -27740904.681378 + Penalty 4052.204494 = -27736852.476885
  nChanged 78
		SP:Iteration 50Q (42054.190000 sec): 3 clusters
  Score: Raw -27740937.801961 + Penalty 4052.204494 = -27736885.597467
  nChanged 74
		SP:Iteration 51Q (42055.270000 sec): 3 clusters
  Score: Raw -27740960.673781 + Penalty 4052.204494 = -27736908.469288
  nChanged 49
		SP:Iteration 52Q (42056.420000 sec): 3 clusters
  Score: Raw -27740972.636140 + Penalty 4052.204494 = -27736920.431646
  nChanged 42
		SP:Iteration 53Q (42057.730000 sec): 3 clusters
  Score: Raw -27740981.890726 + Penalty 4052.204494 = -27736929.686233
  nChanged 41
		SP:Iteration 54Q (42058.820000 sec): 3 clusters
  Score: Raw -27740990.613594 + Penalty 4052.204494 = -27736938.409101
  nChanged 26
		SP:Iteration 55Q (42060.040000 sec): 3 clusters
  Score: Raw -27740996.456885 + Penalty 4052.204494 = -27736944.252391
  nChanged 18
		SP:Iteration 56Q (42061.190000 sec): 3 clusters
  Score: Raw -27741000.114749 + Penalty 4052.204494 = -27736947.910255
  nChanged 19
		SP:Iteration 57Q (42062.240000 sec): 3 clusters
  Score: Raw -27741003.864940 + Penalty 4052.204494 = -27736951.660447
  nChanged 14
		SP:Iteration 58Q (42063.620000 sec): 3 clusters
  Score: Raw -27741007.156603 + Penalty 4052.204494 = -27736954.952109
  nChanged 10
		SP:Iteration 59Q (42064.830000 sec): 3 clusters
  Score: Raw -27741009.289879 + Penalty 4052.204494 = -27736957.085385
  nChanged 15
		SP:Iteration 60F (42066.250000 sec): 3 clusters
  Score: Raw -27741012.176852 + Penalty 4052.204494 = -27736959.972358
  nChanged 9
		SP:Iteration 61Q (42067.590000 sec): 3 clusters
  Score: Raw -27741014.308475 + Penalty 4052.204494 = -27736962.103982
  nChanged 8
		SP:Iteration 62Q (42068.670000 sec): 3 clusters
  Score: Raw -27741015.999386 + Penalty 4052.204494 = -27736963.794893
  nChanged 5
		SP:Iteration 63Q (42069.970000 sec): 3 clusters
  Score: Raw -27741016.763949 + Penalty 4052.204494 = -27736964.559455
  nChanged 5
		SP:Iteration 64Q (42071.070000 sec): 3 clusters
  Score: Raw -27741017.438665 + Penalty 4052.204494 = -27736965.234172
  nChanged 4
		SP:Iteration 65Q (42072.450000 sec): 3 clusters
  Score: Raw -27741018.011292 + Penalty 4052.204494 = -27736965.806798
  nChanged 6
		SP:Iteration 66Q (42073.620000 sec): 3 clusters
  Score: Raw -27741019.366028 + Penalty 4052.204494 = -27736967.161535
  nChanged 7
		SP:Iteration 67Q (42074.850000 sec): 3 clusters
  Score: Raw -27741021.481396 + Penalty 4052.204494 = -27736969.276902
  nChanged 15
		SP:Iteration 68Q (42076.090000 sec): 3 clusters
  Score: Raw -27741025.095792 + Penalty 4052.204494 = -27736972.891298
  nChanged 15
		SP:Iteration 69Q (42077.210000 sec): 3 clusters
  Score: Raw -27741027.395464 + Penalty 4052.204494 = -27736975.190971
  nChanged 14
		SP:Iteration 70Q (42078.450000 sec): 3 clusters
  Score: Raw -27741030.463081 + Penalty 4052.204494 = -27736978.258588
  nChanged 8
		SP:Iteration 71Q (42079.720000 sec): 3 clusters
  Score: Raw -27741032.209222 + Penalty 4052.204494 = -27736980.004728
  nChanged 10
		SP:Iteration 72Q (42080.940000 sec): 3 clusters
  Score: Raw -27741033.659296 + Penalty 4052.204494 = -27736981.454802
  nChanged 8
		SP:Iteration 73Q (42082.440000 sec): 3 clusters
  Score: Raw -27741035.051770 + Penalty 4052.204494 = -27736982.847277
  nChanged 7
		SP:Iteration 74Q (42083.540000 sec): 3 clusters
  Score: Raw -27741036.388499 + Penalty 4052.204494 = -27736984.184005
  nChanged 7
		SP:Iteration 75Q (42084.880000 sec): 3 clusters
  Score: Raw -27741037.911687 + Penalty 4052.204494 = -27736985.707193
  nChanged 13
		SP:Iteration 76Q (42086.200000 sec): 3 clusters
  Score: Raw -27741040.499588 + Penalty 4052.204494 = -27736988.295094
  nChanged 10
		SP:Iteration 77Q (42087.580000 sec): 3 clusters
  Score: Raw -27741042.212680 + Penalty 4052.204494 = -27736990.008187
  nChanged 5
		SP:Iteration 78Q (42088.720000 sec): 3 clusters
  Score: Raw -27741042.960423 + Penalty 4052.204494 = -27736990.755929
  nChanged 3
		SP:Iteration 79Q (42089.770000 sec): 3 clusters
  Score: Raw -27741043.272903 + Penalty 4052.204494 = -27736991.068409
  nChanged 5
		SP:Iteration 80F (42091.200000 sec): 3 clusters
  Score: Raw -27741043.926855 + Penalty 4052.204494 = -27736991.722361
  nChanged 6
		SP:Iteration 81Q (42092.320000 sec): 3 clusters
  Score: Raw -27741044.811896 + Penalty 4052.204494 = -27736992.607402
  nChanged 5
		SP:Iteration 82Q (42093.770000 sec): 3 clusters
  Score: Raw -27741045.637617 + Penalty 4052.204494 = -27736993.433123
  nChanged 5
		SP:Iteration 83Q (42095.000000 sec): 3 clusters
  Score: Raw -27741046.146669 + Penalty 4052.204494 = -27736993.942176
  nChanged 8
		SP:Iteration 84Q (42096.340000 sec): 3 clusters
  Score: Raw -27741047.357636 + Penalty 4052.204494 = -27736995.153143
  nChanged 2
		SP:Iteration 85Q (42097.710000 sec): 3 clusters
  Score: Raw -27741047.929690 + Penalty 4052.204494 = -27736995.725196
  nChanged 3
		SP:Iteration 86Q (42098.790000 sec): 3 clusters
  Score: Raw -27741048.452035 + Penalty 4052.204494 = -27736996.247542
  nChanged 1
		SP:Iteration 87Q (42100.020000 sec): 3 clusters
  Score: Raw -27741048.584189 + Penalty 4052.204494 = -27736996.379696
  nChanged 0
		SP:Iteration 88F (42101.330000 sec): 3 clusters
  Score: Raw -27741048.584189 + Penalty 4052.204494 = -27736996.379696
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 55 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42101.500000 sec): 2 clusters
  Score: Raw -53938.670639 + Penalty 993.473354 = -52945.197285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42101.680000 sec): 3 clusters
  Score: Raw -53864.301211 + Penalty 1986.946708 = -51877.354503
  nChanged 106
		SP:Iteration 1F (42101.860000 sec): 3 clusters
  Score: Raw -54008.639326 + Penalty 1986.946708 = -52021.692618
  nChanged 25
		SP:Iteration 2F (42102.030000 sec): 3 clusters
  Score: Raw -54050.670003 + Penalty 1986.946708 = -52063.723295
  nChanged 12
		SP:Iteration 3Q (42102.170000 sec): 3 clusters
  Score: Raw -54069.832753 + Penalty 1986.946708 = -52082.886045
  nChanged 4
		SP:Iteration 4Q (42102.320000 sec): 3 clusters
  Score: Raw -54078.117487 + Penalty 1986.946708 = -52091.170779
  nChanged 0
		SP:Iteration 5F (42102.470000 sec): 3 clusters
  Score: Raw -54078.117487 + Penalty 1986.946708 = -52091.170779
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 56 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42102.540000 sec): 2 clusters
  Score: Raw -40653.329590 + Penalty 942.844236 = -39710.485354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42102.740000 sec): 3 clusters
  Score: Raw -40669.893091 + Penalty 1885.688472 = -38784.204619
  nChanged 60
		SP:Iteration 1F (42102.910000 sec): 3 clusters
  Score: Raw -40777.719884 + Penalty 1885.688472 = -38892.031412
  nChanged 14
		SP:Iteration 2Q (42103.080000 sec): 3 clusters
  Score: Raw -40811.123767 + Penalty 1885.688472 = -38925.435295
  nChanged 2
		SP:Iteration 3Q (42103.220000 sec): 3 clusters
  Score: Raw -40813.316849 + Penalty 1885.688472 = -38927.628377
  nChanged 1
		SP:Iteration 4Q (42103.400000 sec): 3 clusters
  Score: Raw -40816.592670 + Penalty 1885.688472 = -38930.904198
  nChanged 0
		SP:Iteration 5F (42103.600000 sec): 3 clusters
  Score: Raw -40816.592670 + Penalty 1885.688472 = -38930.904198
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 57 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42103.690000 sec): 2 clusters
  Score: Raw -24718.378692 + Penalty 883.687888 = -23834.690804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42103.860000 sec): 3 clusters
  Score: Raw -24807.701835 + Penalty 1767.375775 = -23040.326060
  nChanged 32
		SP:Iteration 1F (42104.040000 sec): 3 clusters
  Score: Raw -24905.758823 + Penalty 1767.375775 = -23138.383048
  nChanged 6
		SP:Iteration 2Q (42104.170000 sec): 3 clusters
  Score: Raw -24917.925050 + Penalty 1767.375775 = -23150.549274
  nChanged 0
		SP:Iteration 3F (42104.320000 sec): 3 clusters
  Score: Raw -24917.925050 + Penalty 1767.375775 = -23150.549274
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 58 (7308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42104.460000 sec): 2 clusters
  Score: Raw -897681.144880 + Penalty 1445.717799 = -896235.427081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42104.640000 sec): 3 clusters
  Score: Raw -893702.286979 + Penalty 2891.435598 = -890810.851381
  nChanged 3054
		SP:Iteration 1F (42104.850000 sec): 3 clusters
  Score: Raw -895364.870940 + Penalty 2891.435598 = -892473.435342
  nChanged 454
		SP:Iteration 2F (42105.080000 sec): 3 clusters
  Score: Raw -895542.417195 + Penalty 2891.435598 = -892650.981597
  nChanged 318
		SP:Iteration 3Q (42105.310000 sec): 3 clusters
  Score: Raw -895664.088735 + Penalty 2891.435598 = -892772.653136
  nChanged 285
		SP:Iteration 4Q (42105.470000 sec): 3 clusters
  Score: Raw -895772.920929 + Penalty 2891.435598 = -892881.485330
  nChanged 243
		SP:Iteration 5Q (42105.710000 sec): 3 clusters
  Score: Raw -895864.573274 + Penalty 2891.435598 = -892973.137676
  nChanged 206
		SP:Iteration 6Q (42105.910000 sec): 3 clusters
  Score: Raw -895944.882766 + Penalty 2891.435598 = -893053.447168
  nChanged 206
		SP:Iteration 7Q (42106.110000 sec): 3 clusters
  Score: Raw -896011.822340 + Penalty 2891.435598 = -893120.386742
  nChanged 161
		SP:Iteration 8Q (42106.340000 sec): 3 clusters
  Score: Raw -896068.263084 + Penalty 2891.435598 = -893176.827486
  nChanged 156
		SP:Iteration 9Q (42106.480000 sec): 3 clusters
  Score: Raw -896126.031643 + Penalty 2891.435598 = -893234.596045
  nChanged 170
		SP:Iteration 10Q (42106.670000 sec): 3 clusters
  Score: Raw -896183.488559 + Penalty 2891.435598 = -893292.052960
  nChanged 150
		SP:Iteration 11Q (42106.910000 sec): 3 clusters
  Score: Raw -896236.795731 + Penalty 2891.435598 = -893345.360132
  nChanged 153
		SP:Iteration 12Q (42107.100000 sec): 3 clusters
  Score: Raw -896293.787444 + Penalty 2891.435598 = -893402.351846
  nChanged 157
		SP:Iteration 13Q (42107.350000 sec): 3 clusters
  Score: Raw -896353.148837 + Penalty 2891.435598 = -893461.713238
  nChanged 146
		SP:Iteration 14Q (42107.560000 sec): 3 clusters
  Score: Raw -896405.566870 + Penalty 2891.435598 = -893514.131271
  nChanged 143
		SP:Iteration 15Q (42107.750000 sec): 3 clusters
  Score: Raw -896468.093691 + Penalty 2891.435598 = -893576.658093
  nChanged 156
		SP:Iteration 16Q (42107.940000 sec): 3 clusters
  Score: Raw -896537.824114 + Penalty 2891.435598 = -893646.388516
  nChanged 173
		SP:Iteration 17Q (42108.170000 sec): 3 clusters
  Score: Raw -896624.047175 + Penalty 2891.435598 = -893732.611577
  nChanged 190
		SP:Iteration 18Q (42108.330000 sec): 3 clusters
  Score: Raw -896716.244140 + Penalty 2891.435598 = -893824.808541
  nChanged 159
		SP:Iteration 19Q (42108.590000 sec): 3 clusters
  Score: Raw -896781.122055 + Penalty 2891.435598 = -893889.686457
  nChanged 144
		SP:Iteration 20F (42108.800000 sec): 3 clusters
  Score: Raw -896833.323858 + Penalty 2891.435598 = -893941.888259
  nChanged 119
		SP:Iteration 21Q (42109.050000 sec): 3 clusters
  Score: Raw -896875.174568 + Penalty 2891.435598 = -893983.738970
  nChanged 102
		SP:Iteration 22Q (42109.200000 sec): 3 clusters
  Score: Raw -896905.448851 + Penalty 2891.435598 = -894014.013253
  nChanged 71
		SP:Iteration 23Q (42109.410000 sec): 3 clusters
  Score: Raw -896924.197808 + Penalty 2891.435598 = -894032.762210
  nChanged 49
		SP:Iteration 24Q (42109.580000 sec): 3 clusters
  Score: Raw -896936.800361 + Penalty 2891.435598 = -894045.364762
  nChanged 46
		SP:Iteration 25Q (42109.820000 sec): 3 clusters
  Score: Raw -896948.247822 + Penalty 2891.435598 = -894056.812223
  nChanged 39
		SP:Iteration 26Q (42110.020000 sec): 3 clusters
  Score: Raw -896958.257821 + Penalty 2891.435598 = -894066.822223
  nChanged 38
		SP:Iteration 27Q (42110.220000 sec): 3 clusters
  Score: Raw -896968.149416 + Penalty 2891.435598 = -894076.713818
  nChanged 36
		SP:Iteration 28Q (42110.430000 sec): 3 clusters
  Score: Raw -896975.524578 + Penalty 2891.435598 = -894084.088980
  nChanged 29
		SP:Iteration 29Q (42110.610000 sec): 3 clusters
  Score: Raw -896981.226642 + Penalty 2891.435598 = -894089.791044
  nChanged 32
		SP:Iteration 30Q (42110.820000 sec): 3 clusters
  Score: Raw -896987.330695 + Penalty 2891.435598 = -894095.895097
  nChanged 36
		SP:Iteration 31Q (42111.000000 sec): 3 clusters
  Score: Raw -896996.089040 + Penalty 2891.435598 = -894104.653442
  nChanged 32
		SP:Iteration 32Q (42111.200000 sec): 3 clusters
  Score: Raw -897003.514505 + Penalty 2891.435598 = -894112.078906
  nChanged 29
		SP:Iteration 33Q (42111.440000 sec): 3 clusters
  Score: Raw -897010.295233 + Penalty 2891.435598 = -894118.859635
  nChanged 25
		SP:Iteration 34Q (42111.660000 sec): 3 clusters
  Score: Raw -897015.586728 + Penalty 2891.435598 = -894124.151130
  nChanged 30
		SP:Iteration 35Q (42111.840000 sec): 3 clusters
  Score: Raw -897023.112314 + Penalty 2891.435598 = -894131.676715
  nChanged 34
		SP:Iteration 36Q (42112.060000 sec): 3 clusters
  Score: Raw -897031.781872 + Penalty 2891.435598 = -894140.346274
  nChanged 20
		SP:Iteration 37Q (42112.270000 sec): 3 clusters
  Score: Raw -897036.360262 + Penalty 2891.435598 = -894144.924664
  nChanged 12
		SP:Iteration 38Q (42112.500000 sec): 3 clusters
  Score: Raw -897038.711222 + Penalty 2891.435598 = -894147.275624
  nChanged 9
		SP:Iteration 39Q (42112.680000 sec): 3 clusters
  Score: Raw -897040.554546 + Penalty 2891.435598 = -894149.118948
  nChanged 11
		SP:Iteration 40F (42112.850000 sec): 3 clusters
  Score: Raw -897042.761812 + Penalty 2891.435598 = -894151.326214
  nChanged 9
		SP:Iteration 41Q (42113.020000 sec): 3 clusters
  Score: Raw -897044.282904 + Penalty 2891.435598 = -894152.847306
  nChanged 7
		SP:Iteration 42Q (42113.220000 sec): 3 clusters
  Score: Raw -897045.377379 + Penalty 2891.435598 = -894153.941781
  nChanged 13
		SP:Iteration 43Q (42113.450000 sec): 3 clusters
  Score: Raw -897047.173444 + Penalty 2891.435598 = -894155.737846
  nChanged 10
		SP:Iteration 44Q (42113.620000 sec): 3 clusters
  Score: Raw -897049.902567 + Penalty 2891.435598 = -894158.466969
  nChanged 17
		SP:Iteration 45Q (42113.790000 sec): 3 clusters
  Score: Raw -897052.482137 + Penalty 2891.435598 = -894161.046539
  nChanged 12
		SP:Iteration 46Q (42114.000000 sec): 3 clusters
  Score: Raw -897054.321577 + Penalty 2891.435598 = -894162.885979
  nChanged 13
		SP:Iteration 47Q (42114.190000 sec): 3 clusters
  Score: Raw -897056.580363 + Penalty 2891.435598 = -894165.144765
  nChanged 8
		SP:Iteration 48Q (42114.400000 sec): 3 clusters
  Score: Raw -897058.212537 + Penalty 2891.435598 = -894166.776939
  nChanged 14
		SP:Iteration 49Q (42114.580000 sec): 3 clusters
  Score: Raw -897060.982446 + Penalty 2891.435598 = -894169.546848
  nChanged 16
		SP:Iteration 50Q (42114.770000 sec): 3 clusters
  Score: Raw -897063.852955 + Penalty 2891.435598 = -894172.417357
  nChanged 10
		SP:Iteration 51Q (42114.950000 sec): 3 clusters
  Score: Raw -897066.216960 + Penalty 2891.435598 = -894174.781362
  nChanged 16
		SP:Iteration 52Q (42115.190000 sec): 3 clusters
  Score: Raw -897069.117860 + Penalty 2891.435598 = -894177.682262
  nChanged 18
		SP:Iteration 53Q (42115.390000 sec): 3 clusters
  Score: Raw -897072.624759 + Penalty 2891.435598 = -894181.189160
  nChanged 16
		SP:Iteration 54Q (42115.570000 sec): 3 clusters
  Score: Raw -897075.420645 + Penalty 2891.435598 = -894183.985047
  nChanged 18
		SP:Iteration 55Q (42115.790000 sec): 3 clusters
  Score: Raw -897078.832693 + Penalty 2891.435598 = -894187.397095
  nChanged 20
		SP:Iteration 56Q (42115.960000 sec): 3 clusters
  Score: Raw -897083.652439 + Penalty 2891.435598 = -894192.216841
  nChanged 20
		SP:Iteration 57Q (42116.170000 sec): 3 clusters
  Score: Raw -897087.140352 + Penalty 2891.435598 = -894195.704754
  nChanged 18
		SP:Iteration 58Q (42116.400000 sec): 3 clusters
  Score: Raw -897090.614202 + Penalty 2891.435598 = -894199.178604
  nChanged 15
		SP:Iteration 59Q (42116.610000 sec): 3 clusters
  Score: Raw -897093.574788 + Penalty 2891.435598 = -894202.139190
  nChanged 11
		SP:Iteration 60F (42116.780000 sec): 3 clusters
  Score: Raw -897095.134638 + Penalty 2891.435598 = -894203.699040
  nChanged 8
		SP:Iteration 61Q (42117.000000 sec): 3 clusters
  Score: Raw -897096.862793 + Penalty 2891.435598 = -894205.427195
  nChanged 16
		SP:Iteration 62Q (42117.200000 sec): 3 clusters
  Score: Raw -897100.407558 + Penalty 2891.435598 = -894208.971960
  nChanged 19
		SP:Iteration 63Q (42117.390000 sec): 3 clusters
  Score: Raw -897103.790610 + Penalty 2891.435598 = -894212.355012
  nChanged 15
		SP:Iteration 64Q (42117.590000 sec): 3 clusters
  Score: Raw -897106.539823 + Penalty 2891.435598 = -894215.104225
  nChanged 14
		SP:Iteration 65Q (42117.780000 sec): 3 clusters
  Score: Raw -897109.843250 + Penalty 2891.435598 = -894218.407652
  nChanged 15
		SP:Iteration 66Q (42117.930000 sec): 3 clusters
  Score: Raw -897113.609224 + Penalty 2891.435598 = -894222.173626
  nChanged 18
		SP:Iteration 67Q (42118.140000 sec): 3 clusters
  Score: Raw -897118.136779 + Penalty 2891.435598 = -894226.701181
  nChanged 23
		SP:Iteration 68Q (42118.350000 sec): 3 clusters
  Score: Raw -897125.441726 + Penalty 2891.435598 = -894234.006128
  nChanged 32
		SP:Iteration 69Q (42118.540000 sec): 3 clusters
  Score: Raw -897133.555647 + Penalty 2891.435598 = -894242.120048
  nChanged 24
		SP:Iteration 70Q (42118.740000 sec): 3 clusters
  Score: Raw -897140.082310 + Penalty 2891.435598 = -894248.646712
  nChanged 25
		SP:Iteration 71Q (42118.920000 sec): 3 clusters
  Score: Raw -897147.824082 + Penalty 2891.435598 = -894256.388484
  nChanged 31
		SP:Iteration 72Q (42119.170000 sec): 3 clusters
  Score: Raw -897159.058611 + Penalty 2891.435598 = -894267.623013
  nChanged 34
		SP:Iteration 73Q (42119.380000 sec): 3 clusters
  Score: Raw -897170.344466 + Penalty 2891.435598 = -894278.908868
  nChanged 37
		SP:Iteration 74Q (42119.610000 sec): 3 clusters
  Score: Raw -897183.003996 + Penalty 2891.435598 = -894291.568398
  nChanged 36
		SP:Iteration 75Q (42119.790000 sec): 3 clusters
  Score: Raw -897193.716095 + Penalty 2891.435598 = -894302.280496
  nChanged 36
		SP:Iteration 76Q (42119.930000 sec): 3 clusters
  Score: Raw -897205.422330 + Penalty 2891.435598 = -894313.986732
  nChanged 34
		SP:Iteration 77Q (42120.150000 sec): 3 clusters
  Score: Raw -897216.595547 + Penalty 2891.435598 = -894325.159949
  nChanged 36
		SP:Iteration 78Q (42120.340000 sec): 3 clusters
  Score: Raw -897228.097996 + Penalty 2891.435598 = -894336.662398
  nChanged 41
		SP:Iteration 79Q (42120.530000 sec): 3 clusters
  Score: Raw -897242.848891 + Penalty 2891.435598 = -894351.413293
  nChanged 45
		SP:Iteration 80F (42120.720000 sec): 3 clusters
  Score: Raw -897260.151475 + Penalty 2891.435598 = -894368.715877
  nChanged 52
		SP:Iteration 81Q (42120.920000 sec): 3 clusters
  Score: Raw -897279.265458 + Penalty 2891.435598 = -894387.829860
  nChanged 46
		SP:Iteration 82Q (42121.130000 sec): 3 clusters
  Score: Raw -897294.406362 + Penalty 2891.435598 = -894402.970764
  nChanged 40
		SP:Iteration 83Q (42121.340000 sec): 3 clusters
  Score: Raw -897308.266148 + Penalty 2891.435598 = -894416.830549
  nChanged 41
		SP:Iteration 84Q (42121.500000 sec): 3 clusters
  Score: Raw -897320.927221 + Penalty 2891.435598 = -894429.491623
  nChanged 38
		SP:Iteration 85Q (42121.700000 sec): 3 clusters
  Score: Raw -897334.075500 + Penalty 2891.435598 = -894442.639901
  nChanged 33
		SP:Iteration 86Q (42121.910000 sec): 3 clusters
  Score: Raw -897346.698467 + Penalty 2891.435598 = -894455.262868
  nChanged 31
		SP:Iteration 87Q (42122.130000 sec): 3 clusters
  Score: Raw -897356.241741 + Penalty 2891.435598 = -894464.806143
  nChanged 30
		SP:Iteration 88Q (42122.270000 sec): 3 clusters
  Score: Raw -897365.513574 + Penalty 2891.435598 = -894474.077975
  nChanged 21
		SP:Iteration 89Q (42122.480000 sec): 3 clusters
  Score: Raw -897372.296187 + Penalty 2891.435598 = -894480.860589
  nChanged 24
		SP:Iteration 90Q (42122.690000 sec): 3 clusters
  Score: Raw -897381.105836 + Penalty 2891.435598 = -894489.670238
  nChanged 27
		SP:Iteration 91Q (42122.860000 sec): 3 clusters
  Score: Raw -897389.996576 + Penalty 2891.435598 = -894498.560978
  nChanged 35
		SP:Iteration 92Q (42123.070000 sec): 3 clusters
  Score: Raw -897402.176165 + Penalty 2891.435598 = -894510.740566
  nChanged 37
		SP:Iteration 93Q (42123.290000 sec): 3 clusters
  Score: Raw -897414.149083 + Penalty 2891.435598 = -894522.713484
  nChanged 37
		SP:Iteration 94Q (42123.470000 sec): 3 clusters
  Score: Raw -897426.735852 + Penalty 2891.435598 = -894535.300254
  nChanged 30
		SP:Iteration 95Q (42123.670000 sec): 3 clusters
  Score: Raw -897436.084484 + Penalty 2891.435598 = -894544.648886
  nChanged 24
		SP:Iteration 96Q (42123.910000 sec): 3 clusters
  Score: Raw -897443.902065 + Penalty 2891.435598 = -894552.466466
  nChanged 14
		SP:Iteration 97Q (42124.070000 sec): 3 clusters
  Score: Raw -897447.607220 + Penalty 2891.435598 = -894556.171622
  nChanged 11
		SP:Iteration 98Q (42124.240000 sec): 3 clusters
  Score: Raw -897451.579665 + Penalty 2891.435598 = -894560.144067
  nChanged 14
		SP:Iteration 99Q (42124.460000 sec): 3 clusters
  Score: Raw -897456.150439 + Penalty 2891.435598 = -894564.714841
  nChanged 17
		SP:Iteration 100F (42124.690000 sec): 3 clusters
  Score: Raw -897462.782082 + Penalty 2891.435598 = -894571.346484
  nChanged 13
		SP:Iteration 101Q (42124.840000 sec): 3 clusters
  Score: Raw -897468.269114 + Penalty 2891.435598 = -894576.833516
  nChanged 20
		SP:Iteration 102Q (42125.070000 sec): 3 clusters
  Score: Raw -897476.965100 + Penalty 2891.435598 = -894585.529502
  nChanged 29
		SP:Iteration 103Q (42125.260000 sec): 3 clusters
  Score: Raw -897489.009045 + Penalty 2891.435598 = -894597.573447
  nChanged 29
		SP:Iteration 104Q (42125.450000 sec): 3 clusters
  Score: Raw -897501.401063 + Penalty 2891.435598 = -894609.965465
  nChanged 31
		SP:Iteration 105Q (42125.660000 sec): 3 clusters
  Score: Raw -897511.271637 + Penalty 2891.435598 = -894619.836038
  nChanged 27
		SP:Iteration 106Q (42125.850000 sec): 3 clusters
  Score: Raw -897521.190290 + Penalty 2891.435598 = -894629.754691
  nChanged 20
		SP:Iteration 107Q (42126.050000 sec): 3 clusters
  Score: Raw -897531.995038 + Penalty 2891.435598 = -894640.559440
  nChanged 30
		SP:Iteration 108Q (42126.250000 sec): 3 clusters
  Score: Raw -897544.233261 + Penalty 2891.435598 = -894652.797662
  nChanged 35
		SP:Iteration 109Q (42126.450000 sec): 3 clusters
  Score: Raw -897559.302011 + Penalty 2891.435598 = -894667.866413
  nChanged 35
		SP:Iteration 110Q (42126.650000 sec): 3 clusters
  Score: Raw -897572.898035 + Penalty 2891.435598 = -894681.462437
  nChanged 24
		SP:Iteration 111Q (42126.830000 sec): 3 clusters
  Score: Raw -897581.976269 + Penalty 2891.435598 = -894690.540671
  nChanged 17
		SP:Iteration 112Q (42127.080000 sec): 3 clusters
  Score: Raw -897588.337836 + Penalty 2891.435598 = -894696.902238
  nChanged 27
		SP:Iteration 113Q (42127.250000 sec): 3 clusters
  Score: Raw -897600.174024 + Penalty 2891.435598 = -894708.738426
  nChanged 28
		SP:Iteration 114Q (42127.480000 sec): 3 clusters
  Score: Raw -897613.383534 + Penalty 2891.435598 = -894721.947936
  nChanged 24
		SP:Iteration 115Q (42127.690000 sec): 3 clusters
  Score: Raw -897623.460122 + Penalty 2891.435598 = -894732.024524
  nChanged 18
		SP:Iteration 116Q (42127.860000 sec): 3 clusters
  Score: Raw -897630.754804 + Penalty 2891.435598 = -894739.319206
  nChanged 15
		SP:Iteration 117Q (42128.080000 sec): 3 clusters
  Score: Raw -897636.284213 + Penalty 2891.435598 = -894744.848615
  nChanged 8
		SP:Iteration 118Q (42128.270000 sec): 3 clusters
  Score: Raw -897638.568479 + Penalty 2891.435598 = -894747.132881
  nChanged 7
		SP:Iteration 119Q (42128.480000 sec): 3 clusters
  Score: Raw -897641.721087 + Penalty 2891.435598 = -894750.285489
  nChanged 8
		SP:Iteration 120F (42128.660000 sec): 3 clusters
  Score: Raw -897644.699159 + Penalty 2891.435598 = -894753.263560
  nChanged 13
		SP:Iteration 121Q (42128.840000 sec): 3 clusters
  Score: Raw -897651.332652 + Penalty 2891.435598 = -894759.897054
  nChanged 19
		SP:Iteration 122Q (42129.050000 sec): 3 clusters
  Score: Raw -897659.935920 + Penalty 2891.435598 = -894768.500321
  nChanged 18
		SP:Iteration 123Q (42129.240000 sec): 3 clusters
  Score: Raw -897668.882019 + Penalty 2891.435598 = -894777.446421
  nChanged 24
		SP:Iteration 124Q (42129.430000 sec): 3 clusters
  Score: Raw -897680.900174 + Penalty 2891.435598 = -894789.464576
  nChanged 21
		SP:Iteration 125Q (42129.670000 sec): 3 clusters
  Score: Raw -897692.328194 + Penalty 2891.435598 = -894800.892596
  nChanged 20
		SP:Iteration 126Q (42129.880000 sec): 3 clusters
  Score: Raw -897706.610022 + Penalty 2891.435598 = -894815.174424
  nChanged 20
		SP:Iteration 127Q (42130.090000 sec): 3 clusters
  Score: Raw -897720.720555 + Penalty 2891.435598 = -894829.284957
  nChanged 24
		SP:Iteration 128Q (42130.270000 sec): 3 clusters
  Score: Raw -897737.524281 + Penalty 2891.435598 = -894846.088683
  nChanged 27
		SP:Iteration 129Q (42130.460000 sec): 3 clusters
  Score: Raw -897754.818669 + Penalty 2891.435598 = -894863.383071
  nChanged 26
		SP:Iteration 130Q (42130.610000 sec): 3 clusters
  Score: Raw -897775.390767 + Penalty 2891.435598 = -894883.955169
  nChanged 23
		SP:Iteration 131Q (42130.800000 sec): 3 clusters
  Score: Raw -897790.434794 + Penalty 2891.435598 = -894898.999195
  nChanged 19
		SP:Iteration 132Q (42130.990000 sec): 3 clusters
  Score: Raw -897803.657187 + Penalty 2891.435598 = -894912.221589
  nChanged 13
		SP:Iteration 133Q (42131.180000 sec): 3 clusters
  Score: Raw -897812.455911 + Penalty 2891.435598 = -894921.020313
  nChanged 10
		SP:Iteration 134Q (42131.390000 sec): 3 clusters
  Score: Raw -897818.619017 + Penalty 2891.435598 = -894927.183419
  nChanged 13
		SP:Iteration 135Q (42131.570000 sec): 3 clusters
  Score: Raw -897825.873964 + Penalty 2891.435598 = -894934.438366
  nChanged 6
		SP:Iteration 136Q (42131.770000 sec): 3 clusters
  Score: Raw -897829.846612 + Penalty 2891.435598 = -894938.411014
  nChanged 6
		SP:Iteration 137Q (42131.930000 sec): 3 clusters
  Score: Raw -897834.754797 + Penalty 2891.435598 = -894943.319199
  nChanged 7
		SP:Iteration 138Q (42132.140000 sec): 3 clusters
  Score: Raw -897837.803288 + Penalty 2891.435598 = -894946.367690
  nChanged 3
		SP:Iteration 139Q (42132.340000 sec): 3 clusters
  Score: Raw -897839.157040 + Penalty 2891.435598 = -894947.721442
  nChanged 1
		SP:Iteration 140F (42132.510000 sec): 3 clusters
  Score: Raw -897839.366619 + Penalty 2891.435598 = -894947.931020
  nChanged 2
		SP:Iteration 141Q (42132.710000 sec): 3 clusters
  Score: Raw -897840.064307 + Penalty 2891.435598 = -894948.628709
  nChanged 1
		SP:Iteration 142Q (42132.910000 sec): 3 clusters
  Score: Raw -897840.931913 + Penalty 2891.435598 = -894949.496314
  nChanged 3
		SP:Iteration 143Q (42133.060000 sec): 3 clusters
  Score: Raw -897842.587802 + Penalty 2891.435598 = -894951.152204
  nChanged 3
		SP:Iteration 144Q (42133.280000 sec): 3 clusters
  Score: Raw -897843.283294 + Penalty 2891.435598 = -894951.847696
  nChanged 3
		SP:Iteration 145Q (42133.450000 sec): 3 clusters
  Score: Raw -897844.414444 + Penalty 2891.435598 = -894952.978846
  nChanged 1
		SP:Iteration 146Q (42133.670000 sec): 3 clusters
  Score: Raw -897844.885605 + Penalty 2891.435598 = -894953.450007
  nChanged 2
		SP:Iteration 147Q (42133.860000 sec): 3 clusters
  Score: Raw -897846.064953 + Penalty 2891.435598 = -894954.629355
  nChanged 2
		SP:Iteration 148Q (42134.050000 sec): 3 clusters
  Score: Raw -897847.270081 + Penalty 2891.435598 = -894955.834483
  nChanged 3
		SP:Iteration 149Q (42134.250000 sec): 3 clusters
  Score: Raw -897848.900288 + Penalty 2891.435598 = -894957.464690
  nChanged 1
		SP:Iteration 150Q (42134.460000 sec): 3 clusters
  Score: Raw -897849.082449 + Penalty 2891.435598 = -894957.646851
  nChanged 1
		SP:Iteration 151Q (42134.650000 sec): 3 clusters
  Score: Raw -897849.645549 + Penalty 2891.435598 = -894958.209951
  nChanged 2
		SP:Iteration 152Q (42134.850000 sec): 3 clusters
  Score: Raw -897850.266642 + Penalty 2891.435598 = -894958.831043
  nChanged 0
		SP:Iteration 153F (42135.050000 sec): 3 clusters
  Score: Raw -897850.266642 + Penalty 2891.435598 = -894958.831043
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 59 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42135.160000 sec): 2 clusters
  Score: Raw -63120.446075 + Penalty 1038.958498 = -62081.487577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42135.310000 sec): 3 clusters
  Score: Raw -63070.708664 + Penalty 2077.916995 = -60992.791669
  nChanged 151
		SP:Iteration 1F (42135.510000 sec): 3 clusters
  Score: Raw -63343.348099 + Penalty 2077.916995 = -61265.431104
  nChanged 48
		SP:Iteration 2F (42135.640000 sec): 3 clusters
  Score: Raw -63473.012925 + Penalty 2077.916995 = -61395.095930
  nChanged 34
		SP:Iteration 3F (42135.850000 sec): 3 clusters
  Score: Raw -63564.392955 + Penalty 2077.916995 = -61486.475960
  nChanged 17
		SP:Iteration 4Q (42136.000000 sec): 3 clusters
  Score: Raw -63610.698727 + Penalty 2077.916995 = -61532.781732
  nChanged 13
		SP:Iteration 5Q (42136.180000 sec): 3 clusters
  Score: Raw -63663.512556 + Penalty 2077.916995 = -61585.595561
  nChanged 11
		SP:Iteration 6Q (42136.360000 sec): 3 clusters
  Score: Raw -63692.493946 + Penalty 2077.916995 = -61614.576951
  nChanged 8
		SP:Iteration 7Q (42136.550000 sec): 3 clusters
  Score: Raw -63710.882199 + Penalty 2077.916995 = -61632.965204
  nChanged 4
		SP:Iteration 8Q (42136.720000 sec): 3 clusters
  Score: Raw -63722.333831 + Penalty 2077.916995 = -61644.416836
  nChanged 5
		SP:Iteration 9Q (42136.900000 sec): 3 clusters
  Score: Raw -63741.320493 + Penalty 2077.916995 = -61663.403498
  nChanged 3
		SP:Iteration 10Q (42137.050000 sec): 3 clusters
  Score: Raw -63780.755307 + Penalty 2077.916995 = -61702.838312
  nChanged 2
		SP:Iteration 11Q (42137.230000 sec): 3 clusters
  Score: Raw -63791.697855 + Penalty 2077.916995 = -61713.780860
  nChanged 4
		SP:Iteration 12Q (42137.410000 sec): 3 clusters
  Score: Raw -63799.382952 + Penalty 2077.916995 = -61721.465957
  nChanged 4
		SP:Iteration 13Q (42137.530000 sec): 3 clusters
  Score: Raw -63807.860543 + Penalty 2077.916995 = -61729.943548
  nChanged 3
		SP:Iteration 14Q (42137.670000 sec): 3 clusters
  Score: Raw -63825.740926 + Penalty 2077.916995 = -61747.823931
  nChanged 7
		SP:Iteration 15Q (42137.830000 sec): 3 clusters
  Score: Raw -63875.549084 + Penalty 2077.916995 = -61797.632089
  nChanged 9
		SP:Iteration 16Q (42137.980000 sec): 3 clusters
  Score: Raw -63898.367435 + Penalty 2077.916995 = -61820.450440
  nChanged 6
		SP:Iteration 17Q (42138.150000 sec): 3 clusters
  Score: Raw -63922.240625 + Penalty 2077.916995 = -61844.323630
  nChanged 4
		SP:Iteration 18Q (42138.370000 sec): 3 clusters
  Score: Raw -63930.970156 + Penalty 2077.916995 = -61853.053161
  nChanged 3
		SP:Iteration 19Q (42138.540000 sec): 3 clusters
  Score: Raw -63937.750070 + Penalty 2077.916995 = -61859.833075
  nChanged 2
		SP:Iteration 20F (42138.690000 sec): 3 clusters
  Score: Raw -63948.125648 + Penalty 2077.916995 = -61870.208653
  nChanged 1
		SP:Iteration 21Q (42138.850000 sec): 3 clusters
  Score: Raw -63950.230000 + Penalty 2077.916995 = -61872.313005
  nChanged 2
		SP:Iteration 22Q (42138.990000 sec): 3 clusters
  Score: Raw -63954.056663 + Penalty 2077.916995 = -61876.139668
  nChanged 1
		SP:Iteration 23Q (42139.170000 sec): 3 clusters
  Score: Raw -63956.554275 + Penalty 2077.916995 = -61878.637280
  nChanged 2
		SP:Iteration 24Q (42139.370000 sec): 3 clusters
  Score: Raw -63959.891295 + Penalty 2077.916995 = -61881.974300
  nChanged 1
		SP:Iteration 25Q (42139.550000 sec): 3 clusters
  Score: Raw -63961.390963 + Penalty 2077.916995 = -61883.473968
  nChanged 0
		SP:Iteration 26F (42139.740000 sec): 3 clusters
  Score: Raw -63961.390963 + Penalty 2077.916995 = -61883.473968
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 60 (2621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42139.830000 sec): 2 clusters
  Score: Raw -258819.979269 + Penalty 1279.088071 = -257540.891199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42140.030000 sec): 3 clusters
  Score: Raw -257566.010513 + Penalty 2558.176141 = -255007.834372
  nChanged 973
		SP:Iteration 1F (42140.180000 sec): 3 clusters
  Score: Raw -258209.586989 + Penalty 2558.176141 = -255651.410848
  nChanged 223
		SP:Iteration 2F (42140.340000 sec): 3 clusters
  Score: Raw -258404.162696 + Penalty 2558.176141 = -255845.986555
  nChanged 158
		SP:Iteration 3F (42140.520000 sec): 3 clusters
  Score: Raw -258530.194437 + Penalty 2558.176141 = -255972.018296
  nChanged 123
		SP:Iteration 4Q (42140.670000 sec): 3 clusters
  Score: Raw -258623.084755 + Penalty 2558.176141 = -256064.908614
  nChanged 97
		SP:Iteration 5Q (42140.860000 sec): 3 clusters
  Score: Raw -258693.166411 + Penalty 2558.176141 = -256134.990270
  nChanged 72
		SP:Iteration 6Q (42141.000000 sec): 3 clusters
  Score: Raw -258739.287197 + Penalty 2558.176141 = -256181.111056
  nChanged 70
		SP:Iteration 7Q (42141.160000 sec): 3 clusters
  Score: Raw -258789.724143 + Penalty 2558.176141 = -256231.548002
  nChanged 61
		SP:Iteration 8Q (42141.330000 sec): 3 clusters
  Score: Raw -258833.101195 + Penalty 2558.176141 = -256274.925054
  nChanged 54
		SP:Iteration 9Q (42141.490000 sec): 3 clusters
  Score: Raw -258864.065168 + Penalty 2558.176141 = -256305.889027
  nChanged 43
		SP:Iteration 10Q (42141.630000 sec): 3 clusters
  Score: Raw -258891.375262 + Penalty 2558.176141 = -256333.199121
  nChanged 43
		SP:Iteration 11Q (42141.800000 sec): 3 clusters
  Score: Raw -258915.779058 + Penalty 2558.176141 = -256357.602917
  nChanged 31
		SP:Iteration 12Q (42142.000000 sec): 3 clusters
  Score: Raw -258934.743808 + Penalty 2558.176141 = -256376.567667
  nChanged 25
		SP:Iteration 13Q (42142.170000 sec): 3 clusters
  Score: Raw -258951.490608 + Penalty 2558.176141 = -256393.314467
  nChanged 29
		SP:Iteration 14Q (42142.380000 sec): 3 clusters
  Score: Raw -258969.754990 + Penalty 2558.176141 = -256411.578849
  nChanged 28
		SP:Iteration 15Q (42142.580000 sec): 3 clusters
  Score: Raw -258983.982661 + Penalty 2558.176141 = -256425.806520
  nChanged 20
		SP:Iteration 16Q (42142.790000 sec): 3 clusters
  Score: Raw -258993.111268 + Penalty 2558.176141 = -256434.935127
  nChanged 18
		SP:Iteration 17Q (42142.970000 sec): 3 clusters
  Score: Raw -259002.224421 + Penalty 2558.176141 = -256444.048280
  nChanged 17
		SP:Iteration 18Q (42143.120000 sec): 3 clusters
  Score: Raw -259010.753989 + Penalty 2558.176141 = -256452.577848
  nChanged 19
		SP:Iteration 19Q (42143.290000 sec): 3 clusters
  Score: Raw -259019.542458 + Penalty 2558.176141 = -256461.366317
  nChanged 11
		SP:Iteration 20F (42143.460000 sec): 3 clusters
  Score: Raw -259024.311093 + Penalty 2558.176141 = -256466.134951
  nChanged 11
		SP:Iteration 21Q (42143.630000 sec): 3 clusters
  Score: Raw -259028.626767 + Penalty 2558.176141 = -256470.450626
  nChanged 4
		SP:Iteration 22Q (42143.800000 sec): 3 clusters
  Score: Raw -259030.638655 + Penalty 2558.176141 = -256472.462514
  nChanged 4
		SP:Iteration 23Q (42143.910000 sec): 3 clusters
  Score: Raw -259032.112440 + Penalty 2558.176141 = -256473.936299
  nChanged 2
		SP:Iteration 24Q (42144.140000 sec): 3 clusters
  Score: Raw -259032.778278 + Penalty 2558.176141 = -256474.602137
  nChanged 2
		SP:Iteration 25Q (42144.280000 sec): 3 clusters
  Score: Raw -259033.585499 + Penalty 2558.176141 = -256475.409358
  nChanged 2
		SP:Iteration 26Q (42144.430000 sec): 3 clusters
  Score: Raw -259034.865618 + Penalty 2558.176141 = -256476.689477
  nChanged 5
		SP:Iteration 27Q (42144.630000 sec): 3 clusters
  Score: Raw -259036.927669 + Penalty 2558.176141 = -256478.751528
  nChanged 5
		SP:Iteration 28Q (42144.830000 sec): 3 clusters
  Score: Raw -259038.446992 + Penalty 2558.176141 = -256480.270851
  nChanged 6
		SP:Iteration 29Q (42145.000000 sec): 3 clusters
  Score: Raw -259041.423170 + Penalty 2558.176141 = -256483.247029
  nChanged 6
		SP:Iteration 30Q (42145.210000 sec): 3 clusters
  Score: Raw -259043.937658 + Penalty 2558.176141 = -256485.761517
  nChanged 6
		SP:Iteration 31Q (42145.380000 sec): 3 clusters
  Score: Raw -259046.425261 + Penalty 2558.176141 = -256488.249119
  nChanged 8
		SP:Iteration 32Q (42145.540000 sec): 3 clusters
  Score: Raw -259050.505049 + Penalty 2558.176141 = -256492.328907
  nChanged 4
		SP:Iteration 33Q (42145.720000 sec): 3 clusters
  Score: Raw -259052.347964 + Penalty 2558.176141 = -256494.171823
  nChanged 5
		SP:Iteration 34Q (42145.900000 sec): 3 clusters
  Score: Raw -259054.011865 + Penalty 2558.176141 = -256495.835724
  nChanged 4
		SP:Iteration 35Q (42146.060000 sec): 3 clusters
  Score: Raw -259055.426730 + Penalty 2558.176141 = -256497.250589
  nChanged 3
		SP:Iteration 36Q (42146.250000 sec): 3 clusters
  Score: Raw -259056.683826 + Penalty 2558.176141 = -256498.507685
  nChanged 4
		SP:Iteration 37Q (42146.450000 sec): 3 clusters
  Score: Raw -259058.851667 + Penalty 2558.176141 = -256500.675526
  nChanged 7
		SP:Iteration 38Q (42146.620000 sec): 3 clusters
  Score: Raw -259063.221155 + Penalty 2558.176141 = -256505.045014
  nChanged 12
		SP:Iteration 39Q (42146.800000 sec): 3 clusters
  Score: Raw -259069.600208 + Penalty 2558.176141 = -256511.424067
  nChanged 10
		SP:Iteration 40F (42146.950000 sec): 3 clusters
  Score: Raw -259074.528697 + Penalty 2558.176141 = -256516.352556
  nChanged 13
		SP:Iteration 41Q (42147.140000 sec): 3 clusters
  Score: Raw -259079.590661 + Penalty 2558.176141 = -256521.414520
  nChanged 6
		SP:Iteration 42Q (42147.350000 sec): 3 clusters
  Score: Raw -259081.364252 + Penalty 2558.176141 = -256523.188111
  nChanged 5
		SP:Iteration 43Q (42147.520000 sec): 3 clusters
  Score: Raw -259084.445290 + Penalty 2558.176141 = -256526.269149
  nChanged 3
		SP:Iteration 44Q (42147.700000 sec): 3 clusters
  Score: Raw -259085.306676 + Penalty 2558.176141 = -256527.130535
  nChanged 6
		SP:Iteration 45Q (42147.860000 sec): 3 clusters
  Score: Raw -259087.959787 + Penalty 2558.176141 = -256529.783646
  nChanged 7
		SP:Iteration 46Q (42148.000000 sec): 3 clusters
  Score: Raw -259090.191008 + Penalty 2558.176141 = -256532.014867
  nChanged 5
		SP:Iteration 47Q (42148.180000 sec): 3 clusters
  Score: Raw -259092.024794 + Penalty 2558.176141 = -256533.848653
  nChanged 4
		SP:Iteration 48Q (42148.360000 sec): 3 clusters
  Score: Raw -259093.728406 + Penalty 2558.176141 = -256535.552265
  nChanged 4
		SP:Iteration 49Q (42148.530000 sec): 3 clusters
  Score: Raw -259095.581933 + Penalty 2558.176141 = -256537.405792
  nChanged 3
		SP:Iteration 50Q (42148.740000 sec): 3 clusters
  Score: Raw -259096.198752 + Penalty 2558.176141 = -256538.022611
  nChanged 1
		SP:Iteration 51Q (42148.910000 sec): 3 clusters
  Score: Raw -259096.644031 + Penalty 2558.176141 = -256538.467890
  nChanged 4
		SP:Iteration 52Q (42149.110000 sec): 3 clusters
  Score: Raw -259097.452193 + Penalty 2558.176141 = -256539.276052
  nChanged 1
		SP:Iteration 53Q (42149.330000 sec): 3 clusters
  Score: Raw -259097.563315 + Penalty 2558.176141 = -256539.387174
  nChanged 0
		SP:Iteration 54F (42149.480000 sec): 3 clusters
  Score: Raw -259097.563315 + Penalty 2558.176141 = -256539.387174
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.19 GB.

 Trying to split cluster 61 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42149.590000 sec): 2 clusters
  Score: Raw -42869.799940 + Penalty 959.621300 = -41910.178640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42149.770000 sec): 3 clusters
  Score: Raw -42845.398824 + Penalty 1919.242601 = -40926.156224
  nChanged 74
		SP:Iteration 1F (42150.000000 sec): 3 clusters
  Score: Raw -42958.555755 + Penalty 1919.242601 = -41039.313154
  nChanged 23
		SP:Iteration 2F (42150.170000 sec): 3 clusters
  Score: Raw -43000.870520 + Penalty 1919.242601 = -41081.627919
  nChanged 8
		SP:Iteration 3Q (42150.360000 sec): 3 clusters
  Score: Raw -43021.879544 + Penalty 1919.242601 = -41102.636944
  nChanged 3
		SP:Iteration 4Q (42150.500000 sec): 3 clusters
  Score: Raw -43028.943771 + Penalty 1919.242601 = -41109.701171
  nChanged 3
		SP:Iteration 5Q (42150.720000 sec): 3 clusters
  Score: Raw -43032.559911 + Penalty 1919.242601 = -41113.317310
  nChanged 0
		SP:Iteration 6F (42150.850000 sec): 3 clusters
  Score: Raw -43032.559911 + Penalty 1919.242601 = -41113.317310
  nChanged 0
------ Evaluating fit on full set of 4658005 points ------
  Score: Raw -507253904.165156 + Penalty 152197.494471 = -507101706.670685
Time taken for this iteration:42563.690000 seconds.
 20->62 Clusters: Score -507101706.670685, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 2.79 GB would take us to total of 11.15 GB.
------ Running on subset of 1552668 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 7 (8188 points): Lose 786.476197 but Gain 2316.516361
Iteration 0F (42677.770000 sec): 20 clusters
  Score: Raw -157706596.218297 + Penalty 44013.810862 = -157662582.407435
  nChanged 1473283
Iteration 1F (42733.430000 sec): 20 clusters
  Score: Raw -164326471.327668 + Penalty 44013.810862 = -164282457.516806
  nChanged 668829
Iteration 2F (42782.890000 sec): 20 clusters
  Score: Raw -166180514.600276 + Penalty 44013.810862 = -166136500.789414
  nChanged 475461
Iteration 3F (42832.470000 sec): 20 clusters
  Score: Raw -166985860.981447 + Penalty 44013.810862 = -166941847.170584
  nChanged 296522
Iteration 4F (42880.780000 sec): 20 clusters
  Score: Raw -167379851.506364 + Penalty 44013.810862 = -167335837.695502
  nChanged 217464
Iteration 5F (42929.600000 sec): 20 clusters
  Score: Raw -167689120.188505 + Penalty 44013.810862 = -167645106.377643
  nChanged 175601
Iteration 6F (42976.720000 sec): 20 clusters
  Score: Raw -167869794.825025 + Penalty 44013.810862 = -167825781.014163
  nChanged 148114
Iteration 7F (43022.630000 sec): 20 clusters
  Score: Raw -168002674.920111 + Penalty 44013.810862 = -167958661.109249
  nChanged 127723
Iteration 8F (43071.240000 sec): 20 clusters
  Score: Raw -168104102.210138 + Penalty 44013.810862 = -168060088.399276
  nChanged 113134
Iteration 9F (43117.700000 sec): 20 clusters
  Score: Raw -168191253.559110 + Penalty 44013.810862 = -168147239.748248
  nChanged 105071
Iteration 10F (43168.400000 sec): 20 clusters
  Score: Raw -168274172.508560 + Penalty 44013.810862 = -168230158.697698
  nChanged 100114
Iteration 11F (43221.080000 sec): 20 clusters
  Score: Raw -168360497.495832 + Penalty 44013.810862 = -168316483.684970
  nChanged 93219
Iteration 12F (43272.160000 sec): 20 clusters
  Score: Raw -168438478.644933 + Penalty 44013.810862 = -168394464.834071
  nChanged 84378
Iteration 13F (43322.880000 sec): 20 clusters
  Score: Raw -168494450.193017 + Penalty 44013.810862 = -168450436.382154
  nChanged 73256
Iteration 14Q (43353.950000 sec): 20 clusters
  Score: Raw -168534093.813590 + Penalty 44013.810862 = -168490080.002728
  nChanged 63051
Iteration 15Q (43385.630000 sec): 20 clusters
  Score: Raw -168563711.102307 + Penalty 44013.810862 = -168519697.291445
  nChanged 55334
Iteration 16Q (43414.880000 sec): 20 clusters
  Score: Raw -168587649.467486 + Penalty 44013.810862 = -168543635.656624
  nChanged 49110
Iteration 17Q (43449.270000 sec): 20 clusters
  Score: Raw -168606959.450778 + Penalty 44013.810862 = -168562945.639916
  nChanged 44539
Iteration 18Q (43479.370000 sec): 20 clusters
  Score: Raw -168622543.595487 + Penalty 44013.810862 = -168578529.784625
  nChanged 40556
Iteration 19Q (43509.290000 sec): 20 clusters
  Score: Raw -168636006.403139 + Penalty 44013.810862 = -168591992.592277
  nChanged 38097
Writing temp clu file 
Because OldScore, -168578529.784625, is greater than current (better) Score,-168591992.592277 
 Compute initial score before splitting:   Score: Raw -168636006.403139 + Penalty 44013.810862 = -168591992.592277
Memory request: 0.27 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (149058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43510.500000 sec): 2 clusters
  Score: Raw -17787691.815689 + Penalty 1935.714750 = -17785756.100938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43511.350000 sec): 3 clusters
  Score: Raw -17689580.882680 + Penalty 3871.429501 = -17685709.453179
  nChanged 71997
		SP:Iteration 1F (43512.180000 sec): 3 clusters
  Score: Raw -17732025.232984 + Penalty 3871.429501 = -17728153.803483
  nChanged 5033
		SP:Iteration 2Q (43513.100000 sec): 3 clusters
  Score: Raw -17733328.885849 + Penalty 3871.429501 = -17729457.456349
  nChanged 5382
		SP:Iteration 3Q (43514.040000 sec): 3 clusters
  Score: Raw -17734932.683610 + Penalty 3871.429501 = -17731061.254109
  nChanged 5841
		SP:Iteration 4Q (43514.970000 sec): 3 clusters
  Score: Raw -17736907.928472 + Penalty 3871.429501 = -17733036.498972
  nChanged 6459
		SP:Iteration 5Q (43515.920000 sec): 3 clusters
  Score: Raw -17739342.115203 + Penalty 3871.429501 = -17735470.685703
  nChanged 6742
		SP:Iteration 6Q (43516.840000 sec): 3 clusters
  Score: Raw -17742217.028550 + Penalty 3871.429501 = -17738345.599049
  nChanged 7296
		SP:Iteration 7Q (43517.730000 sec): 3 clusters
  Score: Raw -17745632.452854 + Penalty 3871.429501 = -17741761.023353
  nChanged 7600
		SP:Iteration 8F (43518.570000 sec): 3 clusters
  Score: Raw -17749683.792266 + Penalty 3871.429501 = -17745812.362765
  nChanged 7833
		SP:Iteration 9F (43519.400000 sec): 3 clusters
  Score: Raw -17754500.523574 + Penalty 3871.429501 = -17750629.094074
  nChanged 7812
		SP:Iteration 10F (43520.230000 sec): 3 clusters
  Score: Raw -17759758.636874 + Penalty 3871.429501 = -17755887.207374
  nChanged 7249
		SP:Iteration 11Q (43521.170000 sec): 3 clusters
  Score: Raw -17764244.748267 + Penalty 3871.429501 = -17760373.318766
  nChanged 5822
		SP:Iteration 12Q (43522.090000 sec): 3 clusters
  Score: Raw -17766956.779354 + Penalty 3871.429501 = -17763085.349853
  nChanged 4100
		SP:Iteration 13Q (43522.910000 sec): 3 clusters
  Score: Raw -17768315.658177 + Penalty 3871.429501 = -17764444.228676
  nChanged 2942
		SP:Iteration 14Q (43523.860000 sec): 3 clusters
  Score: Raw -17769165.090284 + Penalty 3871.429501 = -17765293.660783
  nChanged 2371
		SP:Iteration 15Q (43524.770000 sec): 3 clusters
  Score: Raw -17769850.418792 + Penalty 3871.429501 = -17765978.989292
  nChanged 2251
		SP:Iteration 16Q (43525.610000 sec): 3 clusters
  Score: Raw -17770561.147213 + Penalty 3871.429501 = -17766689.717712
  nChanged 2310
		SP:Iteration 17Q (43526.490000 sec): 3 clusters
  Score: Raw -17771340.887799 + Penalty 3871.429501 = -17767469.458298
  nChanged 2335
		SP:Iteration 18Q (43527.330000 sec): 3 clusters
  Score: Raw -17772175.747418 + Penalty 3871.429501 = -17768304.317918
  nChanged 2441
		SP:Iteration 19Q (43528.150000 sec): 3 clusters
  Score: Raw -17773077.934109 + Penalty 3871.429501 = -17769206.504608
  nChanged 2404
		SP:Iteration 20F (43529.010000 sec): 3 clusters
  Score: Raw -17773952.247695 + Penalty 3871.429501 = -17770080.818194
  nChanged 2342
		SP:Iteration 21Q (43529.900000 sec): 3 clusters
  Score: Raw -17774825.240171 + Penalty 3871.429501 = -17770953.810671
  nChanged 2265
		SP:Iteration 22Q (43530.800000 sec): 3 clusters
  Score: Raw -17775677.821699 + Penalty 3871.429501 = -17771806.392198
  nChanged 2264
		SP:Iteration 23Q (43531.650000 sec): 3 clusters
  Score: Raw -17776521.454552 + Penalty 3871.429501 = -17772650.025052
  nChanged 2212
		SP:Iteration 24Q (43532.550000 sec): 3 clusters
  Score: Raw -17777349.434235 + Penalty 3871.429501 = -17773478.004734
  nChanged 2210
		SP:Iteration 25Q (43533.450000 sec): 3 clusters
  Score: Raw -17778196.370171 + Penalty 3871.429501 = -17774324.940670
  nChanged 2215
		SP:Iteration 26Q (43534.370000 sec): 3 clusters
  Score: Raw -17779089.207858 + Penalty 3871.429501 = -17775217.778357
  nChanged 2147
		SP:Iteration 27Q (43535.280000 sec): 3 clusters
  Score: Raw -17780014.306379 + Penalty 3871.429501 = -17776142.876878
  nChanged 2151
		SP:Iteration 28Q (43536.090000 sec): 3 clusters
  Score: Raw -17780976.806176 + Penalty 3871.429501 = -17777105.376676
  nChanged 2037
		SP:Iteration 29Q (43536.890000 sec): 3 clusters
  Score: Raw -17781914.094341 + Penalty 3871.429501 = -17778042.664840
  nChanged 1956
		SP:Iteration 30Q (43537.640000 sec): 3 clusters
  Score: Raw -17782849.480775 + Penalty 3871.429501 = -17778978.051274
  nChanged 1828
		SP:Iteration 31Q (43538.370000 sec): 3 clusters
  Score: Raw -17783797.719044 + Penalty 3871.429501 = -17779926.289544
  nChanged 1741
		SP:Iteration 32Q (43539.140000 sec): 3 clusters
  Score: Raw -17784755.304911 + Penalty 3871.429501 = -17780883.875410
  nChanged 1542
		SP:Iteration 33Q (43539.900000 sec): 3 clusters
  Score: Raw -17785641.735195 + Penalty 3871.429501 = -17781770.305695
  nChanged 1363
		SP:Iteration 34Q (43540.690000 sec): 3 clusters
  Score: Raw -17786517.084108 + Penalty 3871.429501 = -17782645.654607
  nChanged 1231
		SP:Iteration 35Q (43541.500000 sec): 3 clusters
  Score: Raw -17787294.305594 + Penalty 3871.429501 = -17783422.876094
  nChanged 946
		SP:Iteration 36Q (43542.290000 sec): 3 clusters
  Score: Raw -17787837.988576 + Penalty 3871.429501 = -17783966.559075
  nChanged 813
		SP:Iteration 37Q (43543.120000 sec): 3 clusters
  Score: Raw -17788269.567033 + Penalty 3871.429501 = -17784398.137532
  nChanged 664
		SP:Iteration 38Q (43543.950000 sec): 3 clusters
  Score: Raw -17788617.212852 + Penalty 3871.429501 = -17784745.783351
  nChanged 522
		SP:Iteration 39Q (43544.780000 sec): 3 clusters
  Score: Raw -17788861.037980 + Penalty 3871.429501 = -17784989.608479
  nChanged 407
		SP:Iteration 40F (43545.720000 sec): 3 clusters
  Score: Raw -17789027.678246 + Penalty 3871.429501 = -17785156.248745
  nChanged 343
		SP:Iteration 41Q (43546.480000 sec): 3 clusters
  Score: Raw -17789165.712437 + Penalty 3871.429501 = -17785294.282937
  nChanged 301
		SP:Iteration 42Q (43547.290000 sec): 3 clusters
  Score: Raw -17789273.759384 + Penalty 3871.429501 = -17785402.329884
  nChanged 251
		SP:Iteration 43Q (43548.030000 sec): 3 clusters
  Score: Raw -17789363.695247 + Penalty 3871.429501 = -17785492.265746
  nChanged 191
		SP:Iteration 44Q (43548.790000 sec): 3 clusters
  Score: Raw -17789422.895204 + Penalty 3871.429501 = -17785551.465703
  nChanged 177
		SP:Iteration 45Q (43549.610000 sec): 3 clusters
  Score: Raw -17789475.535757 + Penalty 3871.429501 = -17785604.106257
  nChanged 165
		SP:Iteration 46Q (43550.420000 sec): 3 clusters
  Score: Raw -17789524.638448 + Penalty 3871.429501 = -17785653.208947
  nChanged 158
		SP:Iteration 47Q (43551.180000 sec): 3 clusters
  Score: Raw -17789566.895261 + Penalty 3871.429501 = -17785695.465761
  nChanged 144
		SP:Iteration 48Q (43551.910000 sec): 3 clusters
  Score: Raw -17789610.751436 + Penalty 3871.429501 = -17785739.321936
  nChanged 152
		SP:Iteration 49Q (43552.660000 sec): 3 clusters
  Score: Raw -17789654.997697 + Penalty 3871.429501 = -17785783.568196
  nChanged 141
		SP:Iteration 50Q (43553.360000 sec): 3 clusters
  Score: Raw -17789692.032618 + Penalty 3871.429501 = -17785820.603118
  nChanged 130
		SP:Iteration 51Q (43554.060000 sec): 3 clusters
  Score: Raw -17789722.311317 + Penalty 3871.429501 = -17785850.881816
  nChanged 102
		SP:Iteration 52Q (43554.750000 sec): 3 clusters
  Score: Raw -17789744.314601 + Penalty 3871.429501 = -17785872.885101
  nChanged 95
		SP:Iteration 53Q (43555.530000 sec): 3 clusters
  Score: Raw -17789764.985097 + Penalty 3871.429501 = -17785893.555597
  nChanged 84
		SP:Iteration 54Q (43556.300000 sec): 3 clusters
  Score: Raw -17789781.899193 + Penalty 3871.429501 = -17785910.469692
  nChanged 77
		SP:Iteration 55Q (43556.990000 sec): 3 clusters
  Score: Raw -17789796.406147 + Penalty 3871.429501 = -17785924.976646
  nChanged 79
		SP:Iteration 56Q (43557.730000 sec): 3 clusters
  Score: Raw -17789814.830595 + Penalty 3871.429501 = -17785943.401095
  nChanged 88
		SP:Iteration 57Q (43558.420000 sec): 3 clusters
  Score: Raw -17789831.266671 + Penalty 3871.429501 = -17785959.837171
  nChanged 65
		SP:Iteration 58Q (43559.160000 sec): 3 clusters
  Score: Raw -17789841.388554 + Penalty 3871.429501 = -17785969.959053
  nChanged 46
		SP:Iteration 59Q (43559.850000 sec): 3 clusters
  Score: Raw -17789848.260581 + Penalty 3871.429501 = -17785976.831080
  nChanged 45
		SP:Iteration 60F (43560.610000 sec): 3 clusters
  Score: Raw -17789866.169915 + Penalty 3871.429501 = -17785994.740414
  nChanged 72
		SP:Iteration 61Q (43561.300000 sec): 3 clusters
  Score: Raw -17789881.316774 + Penalty 3871.429501 = -17786009.887273
  nChanged 67
		SP:Iteration 62Q (43562.060000 sec): 3 clusters
  Score: Raw -17789895.820497 + Penalty 3871.429501 = -17786024.390997
  nChanged 84
		SP:Iteration 63Q (43562.820000 sec): 3 clusters
  Score: Raw -17789913.105347 + Penalty 3871.429501 = -17786041.675846
  nChanged 94
		SP:Iteration 64Q (43563.580000 sec): 3 clusters
  Score: Raw -17789930.361861 + Penalty 3871.429501 = -17786058.932360
  nChanged 76
		SP:Iteration 65Q (43564.350000 sec): 3 clusters
  Score: Raw -17789942.539673 + Penalty 3871.429501 = -17786071.110173
  nChanged 70
		SP:Iteration 66Q (43565.120000 sec): 3 clusters
  Score: Raw -17789954.736601 + Penalty 3871.429501 = -17786083.307100
  nChanged 59
		SP:Iteration 67Q (43565.860000 sec): 3 clusters
  Score: Raw -17789964.771996 + Penalty 3871.429501 = -17786093.342495
  nChanged 59
		SP:Iteration 68Q (43566.600000 sec): 3 clusters
  Score: Raw -17789973.943252 + Penalty 3871.429501 = -17786102.513752
  nChanged 60
		SP:Iteration 69Q (43567.360000 sec): 3 clusters
  Score: Raw -17789983.580989 + Penalty 3871.429501 = -17786112.151488
  nChanged 66
		SP:Iteration 70Q (43568.060000 sec): 3 clusters
  Score: Raw -17789993.504475 + Penalty 3871.429501 = -17786122.074974
  nChanged 70
		SP:Iteration 71Q (43568.770000 sec): 3 clusters
  Score: Raw -17790005.287464 + Penalty 3871.429501 = -17786133.857963
  nChanged 80
		SP:Iteration 72Q (43569.450000 sec): 3 clusters
  Score: Raw -17790019.074835 + Penalty 3871.429501 = -17786147.645335
  nChanged 80
		SP:Iteration 73Q (43570.130000 sec): 3 clusters
  Score: Raw -17790033.574602 + Penalty 3871.429501 = -17786162.145101
  nChanged 78
		SP:Iteration 74Q (43570.880000 sec): 3 clusters
  Score: Raw -17790046.396518 + Penalty 3871.429501 = -17786174.967018
  nChanged 82
		SP:Iteration 75Q (43571.750000 sec): 3 clusters
  Score: Raw -17790059.474547 + Penalty 3871.429501 = -17786188.045047
  nChanged 73
		SP:Iteration 76Q (43572.690000 sec): 3 clusters
  Score: Raw -17790070.086585 + Penalty 3871.429501 = -17786198.657085
  nChanged 80
		SP:Iteration 77Q (43573.510000 sec): 3 clusters
  Score: Raw -17790082.997850 + Penalty 3871.429501 = -17786211.568349
  nChanged 75
		SP:Iteration 78Q (43574.370000 sec): 3 clusters
  Score: Raw -17790095.336769 + Penalty 3871.429501 = -17786223.907268
  nChanged 85
		SP:Iteration 79Q (43575.250000 sec): 3 clusters
  Score: Raw -17790107.541499 + Penalty 3871.429501 = -17786236.111998
  nChanged 85
		SP:Iteration 80F (43576.190000 sec): 3 clusters
  Score: Raw -17790120.632409 + Penalty 3871.429501 = -17786249.202909
  nChanged 84
		SP:Iteration 81Q (43576.970000 sec): 3 clusters
  Score: Raw -17790133.614366 + Penalty 3871.429501 = -17786262.184865
  nChanged 68
		SP:Iteration 82Q (43577.860000 sec): 3 clusters
  Score: Raw -17790142.240496 + Penalty 3871.429501 = -17786270.810995
  nChanged 61
		SP:Iteration 83Q (43578.770000 sec): 3 clusters
  Score: Raw -17790150.693757 + Penalty 3871.429501 = -17786279.264256
  nChanged 56
		SP:Iteration 84Q (43579.680000 sec): 3 clusters
  Score: Raw -17790156.833338 + Penalty 3871.429501 = -17786285.403838
  nChanged 38
		SP:Iteration 85Q (43580.570000 sec): 3 clusters
  Score: Raw -17790161.700104 + Penalty 3871.429501 = -17786290.270604
  nChanged 47
		SP:Iteration 86Q (43581.290000 sec): 3 clusters
  Score: Raw -17790167.253350 + Penalty 3871.429501 = -17786295.823849
  nChanged 57
		SP:Iteration 87Q (43582.050000 sec): 3 clusters
  Score: Raw -17790175.347897 + Penalty 3871.429501 = -17786303.918396
  nChanged 59
		SP:Iteration 88Q (43582.820000 sec): 3 clusters
  Score: Raw -17790182.766482 + Penalty 3871.429501 = -17786311.336981
  nChanged 53
		SP:Iteration 89Q (43583.500000 sec): 3 clusters
  Score: Raw -17790188.656982 + Penalty 3871.429501 = -17786317.227481
  nChanged 51
		SP:Iteration 90Q (43584.170000 sec): 3 clusters
  Score: Raw -17790195.088880 + Penalty 3871.429501 = -17786323.659380
  nChanged 56
		SP:Iteration 91Q (43584.980000 sec): 3 clusters
  Score: Raw -17790201.427458 + Penalty 3871.429501 = -17786329.997958
  nChanged 43
		SP:Iteration 92Q (43585.790000 sec): 3 clusters
  Score: Raw -17790206.566341 + Penalty 3871.429501 = -17786335.136841
  nChanged 43
		SP:Iteration 93Q (43586.540000 sec): 3 clusters
  Score: Raw -17790212.700214 + Penalty 3871.429501 = -17786341.270714
  nChanged 52
		SP:Iteration 94Q (43587.320000 sec): 3 clusters
  Score: Raw -17790220.262603 + Penalty 3871.429501 = -17786348.833102
  nChanged 59
		SP:Iteration 95Q (43588.130000 sec): 3 clusters
  Score: Raw -17790227.259924 + Penalty 3871.429501 = -17786355.830423
  nChanged 49
		SP:Iteration 96Q (43588.880000 sec): 3 clusters
  Score: Raw -17790233.141734 + Penalty 3871.429501 = -17786361.712234
  nChanged 48
		SP:Iteration 97Q (43589.610000 sec): 3 clusters
  Score: Raw -17790238.322170 + Penalty 3871.429501 = -17786366.892670
  nChanged 44
		SP:Iteration 98Q (43590.370000 sec): 3 clusters
  Score: Raw -17790242.772654 + Penalty 3871.429501 = -17786371.343154
  nChanged 36
		SP:Iteration 99Q (43591.150000 sec): 3 clusters
  Score: Raw -17790246.385568 + Penalty 3871.429501 = -17786374.956068
  nChanged 37
		SP:Iteration 100F (43592.000000 sec): 3 clusters
  Score: Raw -17790249.738556 + Penalty 3871.429501 = -17786378.309056
  nChanged 37
		SP:Iteration 101Q (43592.770000 sec): 3 clusters
  Score: Raw -17790252.733491 + Penalty 3871.429501 = -17786381.303991
  nChanged 21
		SP:Iteration 102Q (43593.470000 sec): 3 clusters
  Score: Raw -17790254.876307 + Penalty 3871.429501 = -17786383.446806
  nChanged 36
		SP:Iteration 103Q (43594.260000 sec): 3 clusters
  Score: Raw -17790257.990084 + Penalty 3871.429501 = -17786386.560584
  nChanged 25
		SP:Iteration 104Q (43595.090000 sec): 3 clusters
  Score: Raw -17790259.583999 + Penalty 3871.429501 = -17786388.154499
  nChanged 15
		SP:Iteration 105Q (43595.950000 sec): 3 clusters
  Score: Raw -17790260.469262 + Penalty 3871.429501 = -17786389.039762
  nChanged 9
		SP:Iteration 106Q (43596.780000 sec): 3 clusters
  Score: Raw -17790261.123929 + Penalty 3871.429501 = -17786389.694429
  nChanged 10
		SP:Iteration 107Q (43597.600000 sec): 3 clusters
  Score: Raw -17790261.642016 + Penalty 3871.429501 = -17786390.212516
  nChanged 8
		SP:Iteration 108Q (43598.440000 sec): 3 clusters
  Score: Raw -17790262.265873 + Penalty 3871.429501 = -17786390.836372
  nChanged 8
		SP:Iteration 109Q (43599.290000 sec): 3 clusters
  Score: Raw -17790262.714922 + Penalty 3871.429501 = -17786391.285422
  nChanged 8
		SP:Iteration 110Q (43600.080000 sec): 3 clusters
  Score: Raw -17790263.248546 + Penalty 3871.429501 = -17786391.819045
  nChanged 11
		SP:Iteration 111Q (43600.870000 sec): 3 clusters
  Score: Raw -17790263.939330 + Penalty 3871.429501 = -17786392.509830
  nChanged 15
		SP:Iteration 112Q (43601.650000 sec): 3 clusters
  Score: Raw -17790265.050110 + Penalty 3871.429501 = -17786393.620610
  nChanged 16
		SP:Iteration 113Q (43602.440000 sec): 3 clusters
  Score: Raw -17790266.169276 + Penalty 3871.429501 = -17786394.739776
  nChanged 21
		SP:Iteration 114Q (43603.150000 sec): 3 clusters
  Score: Raw -17790267.986956 + Penalty 3871.429501 = -17786396.557455
  nChanged 23
		SP:Iteration 115Q (43603.900000 sec): 3 clusters
  Score: Raw -17790269.814492 + Penalty 3871.429501 = -17786398.384992
  nChanged 26
		SP:Iteration 116Q (43604.650000 sec): 3 clusters
  Score: Raw -17790272.003983 + Penalty 3871.429501 = -17786400.574482
  nChanged 35
		SP:Iteration 117Q (43605.360000 sec): 3 clusters
  Score: Raw -17790274.828599 + Penalty 3871.429501 = -17786403.399098
  nChanged 25
		SP:Iteration 118Q (43606.100000 sec): 3 clusters
  Score: Raw -17790276.785738 + Penalty 3871.429501 = -17786405.356237
  nChanged 21
		SP:Iteration 119Q (43606.800000 sec): 3 clusters
  Score: Raw -17790278.161788 + Penalty 3871.429501 = -17786406.732287
  nChanged 23
		SP:Iteration 120F (43607.580000 sec): 3 clusters
  Score: Raw -17790279.770971 + Penalty 3871.429501 = -17786408.341470
  nChanged 20
		SP:Iteration 121Q (43608.310000 sec): 3 clusters
  Score: Raw -17790281.425910 + Penalty 3871.429501 = -17786409.996409
  nChanged 19
		SP:Iteration 122Q (43608.960000 sec): 3 clusters
  Score: Raw -17790282.746611 + Penalty 3871.429501 = -17786411.317111
  nChanged 7
		SP:Iteration 123Q (43609.580000 sec): 3 clusters
  Score: Raw -17790283.133960 + Penalty 3871.429501 = -17786411.704460
  nChanged 8
		SP:Iteration 124Q (43610.330000 sec): 3 clusters
  Score: Raw -17790283.613818 + Penalty 3871.429501 = -17786412.184318
  nChanged 7
		SP:Iteration 125Q (43611.090000 sec): 3 clusters
  Score: Raw -17790284.059347 + Penalty 3871.429501 = -17786412.629846
  nChanged 9
		SP:Iteration 126Q (43611.780000 sec): 3 clusters
  Score: Raw -17790284.618938 + Penalty 3871.429501 = -17786413.189437
  nChanged 3
		SP:Iteration 127Q (43612.500000 sec): 3 clusters
  Score: Raw -17790284.787948 + Penalty 3871.429501 = -17786413.358448
  nChanged 4
		SP:Iteration 128Q (43613.200000 sec): 3 clusters
  Score: Raw -17790285.062798 + Penalty 3871.429501 = -17786413.633297
  nChanged 2
		SP:Iteration 129Q (43613.960000 sec): 3 clusters
  Score: Raw -17790285.166893 + Penalty 3871.429501 = -17786413.737392
  nChanged 1
		SP:Iteration 130Q (43614.690000 sec): 3 clusters
  Score: Raw -17790285.196296 + Penalty 3871.429501 = -17786413.766795
  nChanged 0
		SP:Iteration 131F (43615.550000 sec): 3 clusters
  Score: Raw -17790285.196296 + Penalty 3871.429501 = -17786413.766795
  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 11.42 GB.

 Trying to split cluster 2 (3854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43615.710000 sec): 2 clusters
  Score: Raw -345068.351683 + Penalty 1341.740863 = -343726.610820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43615.910000 sec): 3 clusters
  Score: Raw -343950.646495 + Penalty 2683.481726 = -341267.164769
  nChanged 1730
		SP:Iteration 1F (43616.120000 sec): 3 clusters
  Score: Raw -352654.623113 + Penalty 2683.481726 = -349971.141388
  nChanged 1018
		SP:Iteration 2F (43616.290000 sec): 3 clusters
  Score: Raw -363767.783602 + Penalty 2683.481726 = -361084.301876
  nChanged 309
		SP:Iteration 3F (43616.520000 sec): 3 clusters
  Score: Raw -366817.483967 + Penalty 2683.481726 = -364134.002241
  nChanged 94
		SP:Iteration 4Q (43616.710000 sec): 3 clusters
  Score: Raw -367558.458394 + Penalty 2683.481726 = -364874.976668
  nChanged 33
		SP:Iteration 5Q (43616.890000 sec): 3 clusters
  Score: Raw -368011.551769 + Penalty 2683.481726 = -365328.070043
  nChanged 20
		SP:Iteration 6Q (43617.060000 sec): 3 clusters
  Score: Raw -368425.739819 + Penalty 2683.481726 = -365742.258094
  nChanged 10
		SP:Iteration 7Q (43617.250000 sec): 3 clusters
  Score: Raw -368593.667883 + Penalty 2683.481726 = -365910.186157
  nChanged 4
		SP:Iteration 8Q (43617.420000 sec): 3 clusters
  Score: Raw -368597.556587 + Penalty 2683.481726 = -365914.074861
  nChanged 0
		SP:Iteration 9F (43617.590000 sec): 3 clusters
  Score: Raw -368597.556587 + Penalty 2683.481726 = -365914.074861
  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 11.42 GB.

 Trying to split cluster 3 (46570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43617.950000 sec): 2 clusters
  Score: Raw -4989986.992737 + Penalty 1746.665673 = -4988240.327063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43618.360000 sec): 3 clusters
  Score: Raw -4960631.235823 + Penalty 3493.331347 = -4957137.904476
  nChanged 21843
		SP:Iteration 1F (43618.790000 sec): 3 clusters
  Score: Raw -4973977.306599 + Penalty 3493.331347 = -4970483.975253
  nChanged 2887
		SP:Iteration 2F (43619.180000 sec): 3 clusters
  Score: Raw -4975755.785408 + Penalty 3493.331347 = -4972262.454061
  nChanged 3394
		SP:Iteration 3F (43619.590000 sec): 3 clusters
  Score: Raw -4978336.634749 + Penalty 3493.331347 = -4974843.303402
  nChanged 3807
		SP:Iteration 4F (43620.010000 sec): 3 clusters
  Score: Raw -4981456.679589 + Penalty 3493.331347 = -4977963.348242
  nChanged 3547
		SP:Iteration 5F (43620.400000 sec): 3 clusters
  Score: Raw -4983997.783327 + Penalty 3493.331347 = -4980504.451980
  nChanged 2710
		SP:Iteration 6F (43620.790000 sec): 3 clusters
  Score: Raw -4985476.325031 + Penalty 3493.331347 = -4981982.993685
  nChanged 2038
		SP:Iteration 7Q (43621.260000 sec): 3 clusters
  Score: Raw -4986428.515185 + Penalty 3493.331347 = -4982935.183838
  nChanged 1571
		SP:Iteration 8Q (43621.710000 sec): 3 clusters
  Score: Raw -4987034.739532 + Penalty 3493.331347 = -4983541.408186
  nChanged 1162
		SP:Iteration 9Q (43622.150000 sec): 3 clusters
  Score: Raw -4987423.651689 + Penalty 3493.331347 = -4983930.320342
  nChanged 963
		SP:Iteration 10Q (43622.610000 sec): 3 clusters
  Score: Raw -4987700.891398 + Penalty 3493.331347 = -4984207.560051
  nChanged 770
		SP:Iteration 11Q (43622.990000 sec): 3 clusters
  Score: Raw -4987923.028524 + Penalty 3493.331347 = -4984429.697177
  nChanged 723
		SP:Iteration 12Q (43623.410000 sec): 3 clusters
  Score: Raw -4988111.766288 + Penalty 3493.331347 = -4984618.434942
  nChanged 626
		SP:Iteration 13Q (43623.870000 sec): 3 clusters
  Score: Raw -4988270.020831 + Penalty 3493.331347 = -4984776.689484
  nChanged 648
		SP:Iteration 14Q (43624.230000 sec): 3 clusters
  Score: Raw -4988441.303065 + Penalty 3493.331347 = -4984947.971718
  nChanged 673
		SP:Iteration 15Q (43624.650000 sec): 3 clusters
  Score: Raw -4988625.716023 + Penalty 3493.331347 = -4985132.384677
  nChanged 743
		SP:Iteration 16Q (43625.000000 sec): 3 clusters
  Score: Raw -4988854.947496 + Penalty 3493.331347 = -4985361.616150
  nChanged 809
		SP:Iteration 17Q (43625.470000 sec): 3 clusters
  Score: Raw -4989139.623108 + Penalty 3493.331347 = -4985646.291761
  nChanged 923
		SP:Iteration 18Q (43625.900000 sec): 3 clusters
  Score: Raw -4989502.896803 + Penalty 3493.331347 = -4986009.565457
  nChanged 1004
		SP:Iteration 19Q (43626.280000 sec): 3 clusters
  Score: Raw -4989954.304368 + Penalty 3493.331347 = -4986460.973021
  nChanged 1056
		SP:Iteration 20F (43626.690000 sec): 3 clusters
  Score: Raw -4990416.046635 + Penalty 3493.331347 = -4986922.715289
  nChanged 1037
		SP:Iteration 21Q (43627.050000 sec): 3 clusters
  Score: Raw -4990888.610977 + Penalty 3493.331347 = -4987395.279630
  nChanged 1047
		SP:Iteration 22Q (43627.450000 sec): 3 clusters
  Score: Raw -4991368.651732 + Penalty 3493.331347 = -4987875.320385
  nChanged 1034
		SP:Iteration 23Q (43627.870000 sec): 3 clusters
  Score: Raw -4991804.182074 + Penalty 3493.331347 = -4988310.850727
  nChanged 975
		SP:Iteration 24Q (43628.240000 sec): 3 clusters
  Score: Raw -4992189.540013 + Penalty 3493.331347 = -4988696.208667
  nChanged 866
		SP:Iteration 25Q (43628.640000 sec): 3 clusters
  Score: Raw -4992492.116868 + Penalty 3493.331347 = -4988998.785521
  nChanged 738
		SP:Iteration 26Q (43629.020000 sec): 3 clusters
  Score: Raw -4992727.226920 + Penalty 3493.331347 = -4989233.895573
  nChanged 657
		SP:Iteration 27Q (43629.470000 sec): 3 clusters
  Score: Raw -4992923.526874 + Penalty 3493.331347 = -4989430.195527
  nChanged 567
		SP:Iteration 28Q (43629.870000 sec): 3 clusters
  Score: Raw -4993080.017025 + Penalty 3493.331347 = -4989586.685678
  nChanged 494
		SP:Iteration 29Q (43630.280000 sec): 3 clusters
  Score: Raw -4993209.053031 + Penalty 3493.331347 = -4989715.721685
  nChanged 437
		SP:Iteration 30Q (43630.710000 sec): 3 clusters
  Score: Raw -4993319.799357 + Penalty 3493.331347 = -4989826.468010
  nChanged 348
		SP:Iteration 31Q (43631.160000 sec): 3 clusters
  Score: Raw -4993393.722392 + Penalty 3493.331347 = -4989900.391046
  nChanged 293
		SP:Iteration 32Q (43631.530000 sec): 3 clusters
  Score: Raw -4993444.128969 + Penalty 3493.331347 = -4989950.797623
  nChanged 245
		SP:Iteration 33Q (43631.950000 sec): 3 clusters
  Score: Raw -4993483.910260 + Penalty 3493.331347 = -4989990.578914
  nChanged 199
		SP:Iteration 34Q (43632.370000 sec): 3 clusters
  Score: Raw -4993519.717252 + Penalty 3493.331347 = -4990026.385906
  nChanged 167
		SP:Iteration 35Q (43632.780000 sec): 3 clusters
  Score: Raw -4993542.782650 + Penalty 3493.331347 = -4990049.451303
  nChanged 131
		SP:Iteration 36Q (43633.170000 sec): 3 clusters
  Score: Raw -4993558.189527 + Penalty 3493.331347 = -4990064.858180
  nChanged 120
		SP:Iteration 37Q (43633.620000 sec): 3 clusters
  Score: Raw -4993574.879658 + Penalty 3493.331347 = -4990081.548312
  nChanged 121
		SP:Iteration 38Q (43634.030000 sec): 3 clusters
  Score: Raw -4993589.257056 + Penalty 3493.331347 = -4990095.925710
  nChanged 97
		SP:Iteration 39Q (43634.450000 sec): 3 clusters
  Score: Raw -4993600.224859 + Penalty 3493.331347 = -4990106.893512
  nChanged 84
		SP:Iteration 40F (43634.830000 sec): 3 clusters
  Score: Raw -4993610.804775 + Penalty 3493.331347 = -4990117.473429
  nChanged 79
		SP:Iteration 41Q (43635.260000 sec): 3 clusters
  Score: Raw -4993621.508145 + Penalty 3493.331347 = -4990128.176798
  nChanged 66
		SP:Iteration 42Q (43635.680000 sec): 3 clusters
  Score: Raw -4993629.815573 + Penalty 3493.331347 = -4990136.484227
  nChanged 67
		SP:Iteration 43Q (43636.090000 sec): 3 clusters
  Score: Raw -4993635.919676 + Penalty 3493.331347 = -4990142.588329
  nChanged 43
		SP:Iteration 44Q (43636.470000 sec): 3 clusters
  Score: Raw -4993640.320434 + Penalty 3493.331347 = -4990146.989088
  nChanged 46
		SP:Iteration 45Q (43636.840000 sec): 3 clusters
  Score: Raw -4993644.790240 + Penalty 3493.331347 = -4990151.458893
  nChanged 31
		SP:Iteration 46Q (43637.200000 sec): 3 clusters
  Score: Raw -4993647.840266 + Penalty 3493.331347 = -4990154.508920
  nChanged 35
		SP:Iteration 47Q (43637.560000 sec): 3 clusters
  Score: Raw -4993650.519725 + Penalty 3493.331347 = -4990157.188379
  nChanged 25
		SP:Iteration 48Q (43637.940000 sec): 3 clusters
  Score: Raw -4993652.274058 + Penalty 3493.331347 = -4990158.942712
  nChanged 18
		SP:Iteration 49Q (43638.340000 sec): 3 clusters
  Score: Raw -4993653.568913 + Penalty 3493.331347 = -4990160.237567
  nChanged 10
		SP:Iteration 50Q (43638.750000 sec): 3 clusters
  Score: Raw -4993654.279715 + Penalty 3493.331347 = -4990160.948368
  nChanged 9
		SP:Iteration 51Q (43639.100000 sec): 3 clusters
  Score: Raw -4993655.001531 + Penalty 3493.331347 = -4990161.670185
  nChanged 10
		SP:Iteration 52Q (43639.500000 sec): 3 clusters
  Score: Raw -4993655.639927 + Penalty 3493.331347 = -4990162.308580
  nChanged 7
		SP:Iteration 53Q (43639.870000 sec): 3 clusters
  Score: Raw -4993656.129383 + Penalty 3493.331347 = -4990162.798037
  nChanged 4
		SP:Iteration 54Q (43640.250000 sec): 3 clusters
  Score: Raw -4993656.340458 + Penalty 3493.331347 = -4990163.009111
  nChanged 3
		SP:Iteration 55Q (43640.700000 sec): 3 clusters
  Score: Raw -4993656.526294 + Penalty 3493.331347 = -4990163.194948
  nChanged 5
		SP:Iteration 56Q (43641.050000 sec): 3 clusters
  Score: Raw -4993656.779359 + Penalty 3493.331347 = -4990163.448012
  nChanged 4
		SP:Iteration 57Q (43641.500000 sec): 3 clusters
  Score: Raw -4993657.008960 + Penalty 3493.331347 = -4990163.677613
  nChanged 7
		SP:Iteration 58Q (43641.860000 sec): 3 clusters
  Score: Raw -4993657.525799 + Penalty 3493.331347 = -4990164.194453
  nChanged 8
		SP:Iteration 59Q (43642.260000 sec): 3 clusters
  Score: Raw -4993658.265768 + Penalty 3493.331347 = -4990164.934422
  nChanged 7
		SP:Iteration 60F (43642.620000 sec): 3 clusters
  Score: Raw -4993658.774251 + Penalty 3493.331347 = -4990165.442904
  nChanged 8
		SP:Iteration 61Q (43642.980000 sec): 3 clusters
  Score: Raw -4993659.201447 + Penalty 3493.331347 = -4990165.870100
  nChanged 5
		SP:Iteration 62Q (43643.340000 sec): 3 clusters
  Score: Raw -4993659.533705 + Penalty 3493.331347 = -4990166.202359
  nChanged 7
		SP:Iteration 63Q (43643.720000 sec): 3 clusters
  Score: Raw -4993659.991970 + Penalty 3493.331347 = -4990166.660623
  nChanged 7
		SP:Iteration 64Q (43644.150000 sec): 3 clusters
  Score: Raw -4993660.569678 + Penalty 3493.331347 = -4990167.238331
  nChanged 5
		SP:Iteration 65Q (43644.490000 sec): 3 clusters
  Score: Raw -4993660.790038 + Penalty 3493.331347 = -4990167.458692
  nChanged 3
		SP:Iteration 66Q (43644.860000 sec): 3 clusters
  Score: Raw -4993660.935613 + Penalty 3493.331347 = -4990167.604267
  nChanged 0
		SP:Iteration 67F (43645.230000 sec): 3 clusters
  Score: Raw -4993660.935613 + Penalty 3493.331347 = -4990167.604267
  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 11.42 GB.

 Trying to split cluster 4 (207424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43646.650000 sec): 2 clusters
  Score: Raw -23541491.927868 + Penalty 1989.409547 = -23539502.518321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43647.600000 sec): 3 clusters
  Score: Raw -23403207.441464 + Penalty 3978.819093 = -23399228.622371
  nChanged 100913
		SP:Iteration 1F (43648.630000 sec): 3 clusters
  Score: Raw -23464844.339414 + Penalty 3978.819093 = -23460865.520321
  nChanged 8846
		SP:Iteration 2Q (43649.660000 sec): 3 clusters
  Score: Raw -23468541.025322 + Penalty 3978.819093 = -23464562.206229
  nChanged 10778
		SP:Iteration 3F (43650.640000 sec): 3 clusters
  Score: Raw -23474623.027224 + Penalty 3978.819093 = -23470644.208131
  nChanged 12974
		SP:Iteration 4F (43651.620000 sec): 3 clusters
  Score: Raw -23483397.063235 + Penalty 3978.819093 = -23479418.244142
  nChanged 14328
		SP:Iteration 5F (43652.660000 sec): 3 clusters
  Score: Raw -23493899.433838 + Penalty 3978.819093 = -23489920.614745
  nChanged 14231
		SP:Iteration 6F (43653.730000 sec): 3 clusters
  Score: Raw -23503654.579972 + Penalty 3978.819093 = -23499675.760879
  nChanged 12091
		SP:Iteration 7F (43654.830000 sec): 3 clusters
  Score: Raw -23510729.128784 + Penalty 3978.819093 = -23506750.309691
  nChanged 9272
		SP:Iteration 8Q (43656.000000 sec): 3 clusters
  Score: Raw -23515154.082699 + Penalty 3978.819093 = -23511175.263606
  nChanged 6613
		SP:Iteration 9Q (43657.230000 sec): 3 clusters
  Score: Raw -23517610.246919 + Penalty 3978.819093 = -23513631.427826
  nChanged 4612
		SP:Iteration 10Q (43658.330000 sec): 3 clusters
  Score: Raw -23518989.022148 + Penalty 3978.819093 = -23515010.203055
  nChanged 3591
		SP:Iteration 11Q (43659.480000 sec): 3 clusters
  Score: Raw -23520008.216820 + Penalty 3978.819093 = -23516029.397727
  nChanged 3106
		SP:Iteration 12Q (43660.540000 sec): 3 clusters
  Score: Raw -23520922.641190 + Penalty 3978.819093 = -23516943.822097
  nChanged 3032
		SP:Iteration 13Q (43661.600000 sec): 3 clusters
  Score: Raw -23521845.657469 + Penalty 3978.819093 = -23517866.838376
  nChanged 3094
		SP:Iteration 14Q (43662.720000 sec): 3 clusters
  Score: Raw -23522896.300977 + Penalty 3978.819093 = -23518917.481884
  nChanged 3289
		SP:Iteration 15Q (43663.850000 sec): 3 clusters
  Score: Raw -23524081.256406 + Penalty 3978.819093 = -23520102.437313
  nChanged 3254
		SP:Iteration 16Q (43664.950000 sec): 3 clusters
  Score: Raw -23525275.085391 + Penalty 3978.819093 = -23521296.266297
  nChanged 3236
		SP:Iteration 17Q (43666.230000 sec): 3 clusters
  Score: Raw -23526434.539859 + Penalty 3978.819093 = -23522455.720766
  nChanged 3156
		SP:Iteration 18Q (43667.410000 sec): 3 clusters
  Score: Raw -23527542.071341 + Penalty 3978.819093 = -23523563.252248
  nChanged 2994
		SP:Iteration 19Q (43668.580000 sec): 3 clusters
  Score: Raw -23528574.400619 + Penalty 3978.819093 = -23524595.581526
  nChanged 2932
		SP:Iteration 20F (43669.720000 sec): 3 clusters
  Score: Raw -23529578.058688 + Penalty 3978.819093 = -23525599.239595
  nChanged 2757
		SP:Iteration 21Q (43670.810000 sec): 3 clusters
  Score: Raw -23530483.704295 + Penalty 3978.819093 = -23526504.885202
  nChanged 2624
		SP:Iteration 22Q (43671.850000 sec): 3 clusters
  Score: Raw -23531310.879600 + Penalty 3978.819093 = -23527332.060507
  nChanged 2514
		SP:Iteration 23Q (43672.960000 sec): 3 clusters
  Score: Raw -23532099.540477 + Penalty 3978.819093 = -23528120.721384
  nChanged 2405
		SP:Iteration 24Q (43674.070000 sec): 3 clusters
  Score: Raw -23532844.586070 + Penalty 3978.819093 = -23528865.766977
  nChanged 2359
		SP:Iteration 25Q (43675.170000 sec): 3 clusters
  Score: Raw -23533582.441789 + Penalty 3978.819093 = -23529603.622695
  nChanged 2257
		SP:Iteration 26Q (43676.280000 sec): 3 clusters
  Score: Raw -23534277.679386 + Penalty 3978.819093 = -23530298.860293
  nChanged 2144
		SP:Iteration 27Q (43677.450000 sec): 3 clusters
  Score: Raw -23534927.048817 + Penalty 3978.819093 = -23530948.229724
  nChanged 2067
		SP:Iteration 28Q (43678.530000 sec): 3 clusters
  Score: Raw -23535581.901265 + Penalty 3978.819093 = -23531603.082172
  nChanged 1978
		SP:Iteration 29Q (43679.710000 sec): 3 clusters
  Score: Raw -23536202.767662 + Penalty 3978.819093 = -23532223.948569
  nChanged 1888
		SP:Iteration 30Q (43680.680000 sec): 3 clusters
  Score: Raw -23536804.233858 + Penalty 3978.819093 = -23532825.414765
  nChanged 1806
		SP:Iteration 31Q (43681.650000 sec): 3 clusters
  Score: Raw -23537374.707883 + Penalty 3978.819093 = -23533395.888790
  nChanged 1697
		SP:Iteration 32Q (43682.590000 sec): 3 clusters
  Score: Raw -23537929.114026 + Penalty 3978.819093 = -23533950.294933
  nChanged 1640
		SP:Iteration 33Q (43683.650000 sec): 3 clusters
  Score: Raw -23538509.060929 + Penalty 3978.819093 = -23534530.241836
  nChanged 1657
		SP:Iteration 34Q (43684.550000 sec): 3 clusters
  Score: Raw -23539115.517772 + Penalty 3978.819093 = -23535136.698679
  nChanged 1525
		SP:Iteration 35Q (43685.550000 sec): 3 clusters
  Score: Raw -23539693.143794 + Penalty 3978.819093 = -23535714.324701
  nChanged 1364
		SP:Iteration 36Q (43686.500000 sec): 3 clusters
  Score: Raw -23540232.375437 + Penalty 3978.819093 = -23536253.556344
  nChanged 1303
		SP:Iteration 37Q (43687.510000 sec): 3 clusters
  Score: Raw -23540757.458758 + Penalty 3978.819093 = -23536778.639665
  nChanged 1123
		SP:Iteration 38Q (43688.430000 sec): 3 clusters
  Score: Raw -23541183.209558 + Penalty 3978.819093 = -23537204.390465
  nChanged 1011
		SP:Iteration 39Q (43689.380000 sec): 3 clusters
  Score: Raw -23541567.712903 + Penalty 3978.819093 = -23537588.893810
  nChanged 877
		SP:Iteration 40F (43690.440000 sec): 3 clusters
  Score: Raw -23541902.688602 + Penalty 3978.819093 = -23537923.869509
  nChanged 767
		SP:Iteration 41Q (43691.430000 sec): 3 clusters
  Score: Raw -23542180.799989 + Penalty 3978.819093 = -23538201.980896
  nChanged 680
		SP:Iteration 42Q (43692.370000 sec): 3 clusters
  Score: Raw -23542400.242827 + Penalty 3978.819093 = -23538421.423734
  nChanged 593
		SP:Iteration 43Q (43693.260000 sec): 3 clusters
  Score: Raw -23542580.688437 + Penalty 3978.819093 = -23538601.869344
  nChanged 479
		SP:Iteration 44Q (43694.140000 sec): 3 clusters
  Score: Raw -23542706.612483 + Penalty 3978.819093 = -23538727.793389
  nChanged 401
		SP:Iteration 45Q (43695.080000 sec): 3 clusters
  Score: Raw -23542801.775510 + Penalty 3978.819093 = -23538822.956417
  nChanged 351
		SP:Iteration 46Q (43696.020000 sec): 3 clusters
  Score: Raw -23542876.756806 + Penalty 3978.819093 = -23538897.937713
  nChanged 271
		SP:Iteration 47Q (43697.010000 sec): 3 clusters
  Score: Raw -23542931.425568 + Penalty 3978.819093 = -23538952.606475
  nChanged 253
		SP:Iteration 48Q (43698.070000 sec): 3 clusters
  Score: Raw -23542977.407963 + Penalty 3978.819093 = -23538998.588869
  nChanged 218
		SP:Iteration 49Q (43699.050000 sec): 3 clusters
  Score: Raw -23543011.007059 + Penalty 3978.819093 = -23539032.187966
  nChanged 185
		SP:Iteration 50Q (43700.010000 sec): 3 clusters
  Score: Raw -23543038.639760 + Penalty 3978.819093 = -23539059.820667
  nChanged 158
		SP:Iteration 51Q (43700.990000 sec): 3 clusters
  Score: Raw -23543058.640278 + Penalty 3978.819093 = -23539079.821185
  nChanged 140
		SP:Iteration 52Q (43702.020000 sec): 3 clusters
  Score: Raw -23543074.856933 + Penalty 3978.819093 = -23539096.037840
  nChanged 109
		SP:Iteration 53Q (43703.020000 sec): 3 clusters
  Score: Raw -23543086.184524 + Penalty 3978.819093 = -23539107.365431
  nChanged 92
		SP:Iteration 54Q (43704.110000 sec): 3 clusters
  Score: Raw -23543096.475867 + Penalty 3978.819093 = -23539117.656773
  nChanged 98
		SP:Iteration 55Q (43705.170000 sec): 3 clusters
  Score: Raw -23543109.141269 + Penalty 3978.819093 = -23539130.322176
  nChanged 98
		SP:Iteration 56Q (43706.230000 sec): 3 clusters
  Score: Raw -23543122.351485 + Penalty 3978.819093 = -23539143.532392
  nChanged 112
		SP:Iteration 57Q (43707.180000 sec): 3 clusters
  Score: Raw -23543137.771530 + Penalty 3978.819093 = -23539158.952437
  nChanged 96
		SP:Iteration 58Q (43708.170000 sec): 3 clusters
  Score: Raw -23543149.989375 + Penalty 3978.819093 = -23539171.170282
  nChanged 85
		SP:Iteration 59Q (43709.170000 sec): 3 clusters
  Score: Raw -23543160.741116 + Penalty 3978.819093 = -23539181.922023
  nChanged 77
		SP:Iteration 60F (43710.290000 sec): 3 clusters
  Score: Raw -23543169.314051 + Penalty 3978.819093 = -23539190.494958
  nChanged 58
		SP:Iteration 61Q (43711.280000 sec): 3 clusters
  Score: Raw -23543174.635104 + Penalty 3978.819093 = -23539195.816011
  nChanged 53
		SP:Iteration 62Q (43712.190000 sec): 3 clusters
  Score: Raw -23543179.385237 + Penalty 3978.819093 = -23539200.566144
  nChanged 47
		SP:Iteration 63Q (43713.140000 sec): 3 clusters
  Score: Raw -23543183.245319 + Penalty 3978.819093 = -23539204.426225
  nChanged 36
		SP:Iteration 64Q (43714.120000 sec): 3 clusters
  Score: Raw -23543186.057692 + Penalty 3978.819093 = -23539207.238599
  nChanged 27
		SP:Iteration 65Q (43715.200000 sec): 3 clusters
  Score: Raw -23543188.349063 + Penalty 3978.819093 = -23539209.529970
  nChanged 27
		SP:Iteration 66Q (43716.080000 sec): 3 clusters
  Score: Raw -23543190.089590 + Penalty 3978.819093 = -23539211.270497
  nChanged 20
		SP:Iteration 67Q (43716.940000 sec): 3 clusters
  Score: Raw -23543191.559802 + Penalty 3978.819093 = -23539212.740709
  nChanged 16
		SP:Iteration 68Q (43717.840000 sec): 3 clusters
  Score: Raw -23543192.773577 + Penalty 3978.819093 = -23539213.954484
  nChanged 12
		SP:Iteration 69Q (43718.770000 sec): 3 clusters
  Score: Raw -23543193.614194 + Penalty 3978.819093 = -23539214.795101
  nChanged 14
		SP:Iteration 70Q (43719.650000 sec): 3 clusters
  Score: Raw -23543194.525056 + Penalty 3978.819093 = -23539215.705963
  nChanged 12
		SP:Iteration 71Q (43720.670000 sec): 3 clusters
  Score: Raw -23543195.064841 + Penalty 3978.819093 = -23539216.245748
  nChanged 7
		SP:Iteration 72Q (43721.610000 sec): 3 clusters
  Score: Raw -23543195.402250 + Penalty 3978.819093 = -23539216.583156
  nChanged 7
		SP:Iteration 73Q (43722.730000 sec): 3 clusters
  Score: Raw -23543195.795110 + Penalty 3978.819093 = -23539216.976017
  nChanged 10
		SP:Iteration 74Q (43723.790000 sec): 3 clusters
  Score: Raw -23543196.632119 + Penalty 3978.819093 = -23539217.813026
  nChanged 10
		SP:Iteration 75Q (43724.720000 sec): 3 clusters
  Score: Raw -23543197.378119 + Penalty 3978.819093 = -23539218.559026
  nChanged 14
		SP:Iteration 76Q (43725.660000 sec): 3 clusters
  Score: Raw -23543198.580875 + Penalty 3978.819093 = -23539219.761781
  nChanged 12
		SP:Iteration 77Q (43726.540000 sec): 3 clusters
  Score: Raw -23543199.533389 + Penalty 3978.819093 = -23539220.714296
  nChanged 16
		SP:Iteration 78Q (43727.400000 sec): 3 clusters
  Score: Raw -23543200.459536 + Penalty 3978.819093 = -23539221.640443
  nChanged 15
		SP:Iteration 79Q (43728.290000 sec): 3 clusters
  Score: Raw -23543201.292174 + Penalty 3978.819093 = -23539222.473081
  nChanged 11
		SP:Iteration 80F (43729.360000 sec): 3 clusters
  Score: Raw -23543201.927879 + Penalty 3978.819093 = -23539223.108786
  nChanged 11
		SP:Iteration 81Q (43730.340000 sec): 3 clusters
  Score: Raw -23543202.917797 + Penalty 3978.819093 = -23539224.098704
  nChanged 23
		SP:Iteration 82Q (43731.290000 sec): 3 clusters
  Score: Raw -23543204.940980 + Penalty 3978.819093 = -23539226.121886
  nChanged 33
		SP:Iteration 83Q (43732.210000 sec): 3 clusters
  Score: Raw -23543208.731765 + Penalty 3978.819093 = -23539229.912672
  nChanged 33
		SP:Iteration 84Q (43733.170000 sec): 3 clusters
  Score: Raw -23543211.726720 + Penalty 3978.819093 = -23539232.907627
  nChanged 33
		SP:Iteration 85Q (43734.140000 sec): 3 clusters
  Score: Raw -23543214.280358 + Penalty 3978.819093 = -23539235.461265
  nChanged 22
		SP:Iteration 86Q (43735.070000 sec): 3 clusters
  Score: Raw -23543216.140641 + Penalty 3978.819093 = -23539237.321548
  nChanged 23
		SP:Iteration 87Q (43735.950000 sec): 3 clusters
  Score: Raw -23543217.912637 + Penalty 3978.819093 = -23539239.093544
  nChanged 21
		SP:Iteration 88Q (43736.870000 sec): 3 clusters
  Score: Raw -23543219.701047 + Penalty 3978.819093 = -23539240.881954
  nChanged 19
		SP:Iteration 89Q (43737.860000 sec): 3 clusters
  Score: Raw -23543221.328092 + Penalty 3978.819093 = -23539242.508998
  nChanged 14
		SP:Iteration 90Q (43738.830000 sec): 3 clusters
  Score: Raw -23543222.769092 + Penalty 3978.819093 = -23539243.949999
  nChanged 21
		SP:Iteration 91Q (43739.790000 sec): 3 clusters
  Score: Raw -23543225.096973 + Penalty 3978.819093 = -23539246.277880
  nChanged 34
		SP:Iteration 92Q (43740.650000 sec): 3 clusters
  Score: Raw -23543229.130354 + Penalty 3978.819093 = -23539250.311261
  nChanged 33
		SP:Iteration 93Q (43741.620000 sec): 3 clusters
  Score: Raw -23543232.250405 + Penalty 3978.819093 = -23539253.431312
  nChanged 33
		SP:Iteration 94Q (43742.530000 sec): 3 clusters
  Score: Raw -23543234.850873 + Penalty 3978.819093 = -23539256.031780
  nChanged 26
		SP:Iteration 95Q (43743.480000 sec): 3 clusters
  Score: Raw -23543236.471524 + Penalty 3978.819093 = -23539257.652431
  nChanged 17
		SP:Iteration 96Q (43744.410000 sec): 3 clusters
  Score: Raw -23543237.965371 + Penalty 3978.819093 = -23539259.146278
  nChanged 18
		SP:Iteration 97Q (43745.520000 sec): 3 clusters
  Score: Raw -23543239.409311 + Penalty 3978.819093 = -23539260.590218
  nChanged 14
		SP:Iteration 98Q (43746.680000 sec): 3 clusters
  Score: Raw -23543240.665399 + Penalty 3978.819093 = -23539261.846306
  nChanged 16
		SP:Iteration 99Q (43747.710000 sec): 3 clusters
  Score: Raw -23543241.924542 + Penalty 3978.819093 = -23539263.105449
  nChanged 23
		SP:Iteration 100F (43748.750000 sec): 3 clusters
  Score: Raw -23543244.111614 + Penalty 3978.819093 = -23539265.292521
  nChanged 29
		SP:Iteration 101Q (43749.740000 sec): 3 clusters
  Score: Raw -23543246.540514 + Penalty 3978.819093 = -23539267.721421
  nChanged 20
		SP:Iteration 102Q (43750.630000 sec): 3 clusters
  Score: Raw -23543248.381061 + Penalty 3978.819093 = -23539269.561968
  nChanged 20
		SP:Iteration 103Q (43751.530000 sec): 3 clusters
  Score: Raw -23543249.937298 + Penalty 3978.819093 = -23539271.118205
  nChanged 15
		SP:Iteration 104Q (43752.480000 sec): 3 clusters
  Score: Raw -23543250.901329 + Penalty 3978.819093 = -23539272.082236
  nChanged 14
		SP:Iteration 105Q (43753.370000 sec): 3 clusters
  Score: Raw -23543251.798120 + Penalty 3978.819093 = -23539272.979027
  nChanged 10
		SP:Iteration 106Q (43754.160000 sec): 3 clusters
  Score: Raw -23543252.498891 + Penalty 3978.819093 = -23539273.679798
  nChanged 12
		SP:Iteration 107Q (43755.050000 sec): 3 clusters
  Score: Raw -23543253.435781 + Penalty 3978.819093 = -23539274.616688
  nChanged 10
		SP:Iteration 108Q (43755.960000 sec): 3 clusters
  Score: Raw -23543254.330031 + Penalty 3978.819093 = -23539275.510938
  nChanged 15
		SP:Iteration 109Q (43756.840000 sec): 3 clusters
  Score: Raw -23543255.502672 + Penalty 3978.819093 = -23539276.683579
  nChanged 11
		SP:Iteration 110Q (43757.680000 sec): 3 clusters
  Score: Raw -23543256.545663 + Penalty 3978.819093 = -23539277.726570
  nChanged 13
		SP:Iteration 111Q (43758.490000 sec): 3 clusters
  Score: Raw -23543257.614395 + Penalty 3978.819093 = -23539278.795302
  nChanged 13
		SP:Iteration 112Q (43759.370000 sec): 3 clusters
  Score: Raw -23543258.587968 + Penalty 3978.819093 = -23539279.768874
  nChanged 9
		SP:Iteration 113Q (43760.260000 sec): 3 clusters
  Score: Raw -23543259.213552 + Penalty 3978.819093 = -23539280.394459
  nChanged 5
		SP:Iteration 114Q (43761.180000 sec): 3 clusters
  Score: Raw -23543259.688708 + Penalty 3978.819093 = -23539280.869615
  nChanged 8
		SP:Iteration 115Q (43762.010000 sec): 3 clusters
  Score: Raw -23543260.314832 + Penalty 3978.819093 = -23539281.495738
  nChanged 6
		SP:Iteration 116Q (43762.920000 sec): 3 clusters
  Score: Raw -23543260.625699 + Penalty 3978.819093 = -23539281.806606
  nChanged 4
		SP:Iteration 117Q (43763.810000 sec): 3 clusters
  Score: Raw -23543260.829190 + Penalty 3978.819093 = -23539282.010097
  nChanged 1
		SP:Iteration 118Q (43764.760000 sec): 3 clusters
  Score: Raw -23543260.875319 + Penalty 3978.819093 = -23539282.056226
  nChanged 1
		SP:Iteration 119Q (43765.640000 sec): 3 clusters
  Score: Raw -23543260.931539 + Penalty 3978.819093 = -23539282.112446
  nChanged 1
		SP:Iteration 120F (43766.660000 sec): 3 clusters
  Score: Raw -23543261.021150 + Penalty 3978.819093 = -23539282.202057
  nChanged 1
		SP:Iteration 121Q (43767.560000 sec): 3 clusters
  Score: Raw -23543261.071234 + Penalty 3978.819093 = -23539282.252141
  nChanged 0
		SP:Iteration 122F (43768.740000 sec): 3 clusters
  Score: Raw -23543261.071234 + Penalty 3978.819093 = -23539282.252141
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (13026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43768.960000 sec): 2 clusters
  Score: Raw -1455744.557678 + Penalty 1539.639179 = -1454204.918499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43769.220000 sec): 3 clusters
  Score: Raw -1448118.515845 + Penalty 3079.278358 = -1445039.237487
  nChanged 5720
		SP:Iteration 1F (43769.500000 sec): 3 clusters
  Score: Raw -1451282.901661 + Penalty 3079.278358 = -1448203.623303
  nChanged 734
		SP:Iteration 2F (43769.700000 sec): 3 clusters
  Score: Raw -1451568.206371 + Penalty 3079.278358 = -1448488.928014
  nChanged 623
		SP:Iteration 3Q (43770.010000 sec): 3 clusters
  Score: Raw -1451812.465787 + Penalty 3079.278358 = -1448733.187429
  nChanged 569
		SP:Iteration 4Q (43770.230000 sec): 3 clusters
  Score: Raw -1452042.157129 + Penalty 3079.278358 = -1448962.878771
  nChanged 526
		SP:Iteration 5Q (43770.500000 sec): 3 clusters
  Score: Raw -1452285.058916 + Penalty 3079.278358 = -1449205.780559
  nChanged 553
		SP:Iteration 6Q (43770.740000 sec): 3 clusters
  Score: Raw -1452566.994975 + Penalty 3079.278358 = -1449487.716617
  nChanged 619
		SP:Iteration 7Q (43770.970000 sec): 3 clusters
  Score: Raw -1452949.312459 + Penalty 3079.278358 = -1449870.034101
  nChanged 601
		SP:Iteration 8Q (43771.220000 sec): 3 clusters
  Score: Raw -1453377.769899 + Penalty 3079.278358 = -1450298.491542
  nChanged 624
		SP:Iteration 9Q (43771.460000 sec): 3 clusters
  Score: Raw -1453829.606282 + Penalty 3079.278358 = -1450750.327924
  nChanged 592
		SP:Iteration 10Q (43771.720000 sec): 3 clusters
  Score: Raw -1454315.653469 + Penalty 3079.278358 = -1451236.375112
  nChanged 542
		SP:Iteration 11Q (43771.990000 sec): 3 clusters
  Score: Raw -1454785.465269 + Penalty 3079.278358 = -1451706.186911
  nChanged 450
		SP:Iteration 12Q (43772.220000 sec): 3 clusters
  Score: Raw -1455157.916125 + Penalty 3079.278358 = -1452078.637767
  nChanged 342
		SP:Iteration 13Q (43772.440000 sec): 3 clusters
  Score: Raw -1455399.439675 + Penalty 3079.278358 = -1452320.161317
  nChanged 251
		SP:Iteration 14Q (43772.690000 sec): 3 clusters
  Score: Raw -1455587.017921 + Penalty 3079.278358 = -1452507.739563
  nChanged 202
		SP:Iteration 15Q (43772.930000 sec): 3 clusters
  Score: Raw -1455736.204058 + Penalty 3079.278358 = -1452656.925700
  nChanged 174
		SP:Iteration 16Q (43773.180000 sec): 3 clusters
  Score: Raw -1455857.397929 + Penalty 3079.278358 = -1452778.119572
  nChanged 129
		SP:Iteration 17Q (43773.380000 sec): 3 clusters
  Score: Raw -1455935.024411 + Penalty 3079.278358 = -1452855.746053
  nChanged 104
		SP:Iteration 18Q (43773.660000 sec): 3 clusters
  Score: Raw -1456000.474638 + Penalty 3079.278358 = -1452921.196280
  nChanged 82
		SP:Iteration 19Q (43773.880000 sec): 3 clusters
  Score: Raw -1456055.382870 + Penalty 3079.278358 = -1452976.104513
  nChanged 73
		SP:Iteration 20F (43774.180000 sec): 3 clusters
  Score: Raw -1456108.694132 + Penalty 3079.278358 = -1453029.415774
  nChanged 82
		SP:Iteration 21Q (43774.400000 sec): 3 clusters
  Score: Raw -1456159.773182 + Penalty 3079.278358 = -1453080.494825
  nChanged 55
		SP:Iteration 22Q (43774.600000 sec): 3 clusters
  Score: Raw -1456191.018786 + Penalty 3079.278358 = -1453111.740428
  nChanged 47
		SP:Iteration 23Q (43774.850000 sec): 3 clusters
  Score: Raw -1456220.741297 + Penalty 3079.278358 = -1453141.462939
  nChanged 51
		SP:Iteration 24Q (43775.070000 sec): 3 clusters
  Score: Raw -1456251.406784 + Penalty 3079.278358 = -1453172.128426
  nChanged 55
		SP:Iteration 25Q (43775.360000 sec): 3 clusters
  Score: Raw -1456286.113188 + Penalty 3079.278358 = -1453206.834830
  nChanged 48
		SP:Iteration 26Q (43775.540000 sec): 3 clusters
  Score: Raw -1456314.035939 + Penalty 3079.278358 = -1453234.757582
  nChanged 55
		SP:Iteration 27Q (43775.790000 sec): 3 clusters
  Score: Raw -1456352.732485 + Penalty 3079.278358 = -1453273.454127
  nChanged 60
		SP:Iteration 28Q (43776.030000 sec): 3 clusters
  Score: Raw -1456386.754279 + Penalty 3079.278358 = -1453307.475921
  nChanged 53
		SP:Iteration 29Q (43776.260000 sec): 3 clusters
  Score: Raw -1456413.422645 + Penalty 3079.278358 = -1453334.144288
  nChanged 52
		SP:Iteration 30Q (43776.500000 sec): 3 clusters
  Score: Raw -1456441.356859 + Penalty 3079.278358 = -1453362.078501
  nChanged 43
		SP:Iteration 31Q (43776.730000 sec): 3 clusters
  Score: Raw -1456463.244253 + Penalty 3079.278358 = -1453383.965895
  nChanged 35
		SP:Iteration 32Q (43776.960000 sec): 3 clusters
  Score: Raw -1456481.228745 + Penalty 3079.278358 = -1453401.950388
  nChanged 29
		SP:Iteration 33Q (43777.170000 sec): 3 clusters
  Score: Raw -1456494.451448 + Penalty 3079.278358 = -1453415.173091
  nChanged 17
		SP:Iteration 34Q (43777.410000 sec): 3 clusters
  Score: Raw -1456499.605082 + Penalty 3079.278358 = -1453420.326724
  nChanged 6
		SP:Iteration 35Q (43777.620000 sec): 3 clusters
  Score: Raw -1456502.246870 + Penalty 3079.278358 = -1453422.968512
  nChanged 7
		SP:Iteration 36Q (43777.850000 sec): 3 clusters
  Score: Raw -1456504.944847 + Penalty 3079.278358 = -1453425.666489
  nChanged 9
		SP:Iteration 37Q (43778.060000 sec): 3 clusters
  Score: Raw -1456508.551001 + Penalty 3079.278358 = -1453429.272643
  nChanged 12
		SP:Iteration 38Q (43778.300000 sec): 3 clusters
  Score: Raw -1456512.913535 + Penalty 3079.278358 = -1453433.635177
  nChanged 8
		SP:Iteration 39Q (43778.500000 sec): 3 clusters
  Score: Raw -1456515.739927 + Penalty 3079.278358 = -1453436.461569
  nChanged 4
		SP:Iteration 40F (43778.740000 sec): 3 clusters
  Score: Raw -1456518.741701 + Penalty 3079.278358 = -1453439.463344
  nChanged 7
		SP:Iteration 41Q (43778.960000 sec): 3 clusters
  Score: Raw -1456521.030822 + Penalty 3079.278358 = -1453441.752464
  nChanged 5
		SP:Iteration 42Q (43779.180000 sec): 3 clusters
  Score: Raw -1456522.932214 + Penalty 3079.278358 = -1453443.653856
  nChanged 4
		SP:Iteration 43Q (43779.440000 sec): 3 clusters
  Score: Raw -1456523.845799 + Penalty 3079.278358 = -1453444.567442
  nChanged 3
		SP:Iteration 44Q (43779.630000 sec): 3 clusters
  Score: Raw -1456525.123182 + Penalty 3079.278358 = -1453445.844824
  nChanged 5
		SP:Iteration 45Q (43779.910000 sec): 3 clusters
  Score: Raw -1456526.682055 + Penalty 3079.278358 = -1453447.403697
  nChanged 5
		SP:Iteration 46Q (43780.180000 sec): 3 clusters
  Score: Raw -1456528.372254 + Penalty 3079.278358 = -1453449.093896
  nChanged 4
		SP:Iteration 47Q (43780.430000 sec): 3 clusters
  Score: Raw -1456529.765899 + Penalty 3079.278358 = -1453450.487541
  nChanged 4
		SP:Iteration 48Q (43780.680000 sec): 3 clusters
  Score: Raw -1456530.760547 + Penalty 3079.278358 = -1453451.482190
  nChanged 4
		SP:Iteration 49Q (43780.890000 sec): 3 clusters
  Score: Raw -1456531.920424 + Penalty 3079.278358 = -1453452.642066
  nChanged 1
		SP:Iteration 50Q (43781.130000 sec): 3 clusters
  Score: Raw -1456532.299563 + Penalty 3079.278358 = -1453453.021205
  nChanged 1
		SP:Iteration 51Q (43781.360000 sec): 3 clusters
  Score: Raw -1456532.524413 + Penalty 3079.278358 = -1453453.246056
  nChanged 2
		SP:Iteration 52Q (43781.580000 sec): 3 clusters
  Score: Raw -1456533.093159 + Penalty 3079.278358 = -1453453.814801
  nChanged 1
		SP:Iteration 53Q (43781.840000 sec): 3 clusters
  Score: Raw -1456533.249931 + Penalty 3079.278358 = -1453453.971574
  nChanged 2
		SP:Iteration 54Q (43782.020000 sec): 3 clusters
  Score: Raw -1456533.843115 + Penalty 3079.278358 = -1453454.564757
  nChanged 1
		SP:Iteration 55Q (43782.240000 sec): 3 clusters
  Score: Raw -1456534.202189 + Penalty 3079.278358 = -1453454.923831
  nChanged 2
		SP:Iteration 56Q (43782.460000 sec): 3 clusters
  Score: Raw -1456534.984958 + Penalty 3079.278358 = -1453455.706600
  nChanged 3
		SP:Iteration 57Q (43782.680000 sec): 3 clusters
  Score: Raw -1456535.962958 + Penalty 3079.278358 = -1453456.684600
  nChanged 3
		SP:Iteration 58Q (43782.910000 sec): 3 clusters
  Score: Raw -1456536.817817 + Penalty 3079.278358 = -1453457.539460
  nChanged 4
		SP:Iteration 59Q (43783.130000 sec): 3 clusters
  Score: Raw -1456538.249497 + Penalty 3079.278358 = -1453458.971139
  nChanged 4
		SP:Iteration 60F (43783.340000 sec): 3 clusters
  Score: Raw -1456539.668552 + Penalty 3079.278358 = -1453460.390194
  nChanged 3
		SP:Iteration 61Q (43783.510000 sec): 3 clusters
  Score: Raw -1456540.291137 + Penalty 3079.278358 = -1453461.012779
  nChanged 0
		SP:Iteration 62F (43783.760000 sec): 3 clusters
  Score: Raw -1456540.291137 + Penalty 3079.278358 = -1453461.012779
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (201611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43784.600000 sec): 2 clusters
  Score: Raw -22710717.177681 + Penalty 1984.790499 = -22708732.387182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43785.640000 sec): 3 clusters
  Score: Raw -22577049.484055 + Penalty 3969.580998 = -22573079.903058
  nChanged 97770
		SP:Iteration 1F (43786.650000 sec): 3 clusters
  Score: Raw -22639525.146047 + Penalty 3969.580998 = -22635555.565049
  nChanged 11337
		SP:Iteration 2F (43787.810000 sec): 3 clusters
  Score: Raw -22645098.389589 + Penalty 3969.580998 = -22641128.808591
  nChanged 13019
		SP:Iteration 3F (43788.930000 sec): 3 clusters
  Score: Raw -22652607.134623 + Penalty 3969.580998 = -22648637.553625
  nChanged 13881
		SP:Iteration 4F (43790.050000 sec): 3 clusters
  Score: Raw -22661002.168288 + Penalty 3969.580998 = -22657032.587291
  nChanged 13299
		SP:Iteration 5F (43791.090000 sec): 3 clusters
  Score: Raw -22668871.413493 + Penalty 3969.580998 = -22664901.832496
  nChanged 11365
		SP:Iteration 6F (43792.150000 sec): 3 clusters
  Score: Raw -22675456.082285 + Penalty 3969.580998 = -22671486.501287
  nChanged 9290
		SP:Iteration 7Q (43793.270000 sec): 3 clusters
  Score: Raw -22681064.767096 + Penalty 3969.580998 = -22677095.186099
  nChanged 7873
		SP:Iteration 8Q (43794.400000 sec): 3 clusters
  Score: Raw -22686480.400602 + Penalty 3969.580998 = -22682510.819605
  nChanged 6813
		SP:Iteration 9Q (43795.440000 sec): 3 clusters
  Score: Raw -22691143.778271 + Penalty 3969.580998 = -22687174.197273
  nChanged 5663
		SP:Iteration 10Q (43796.490000 sec): 3 clusters
  Score: Raw -22694252.759725 + Penalty 3969.580998 = -22690283.178728
  nChanged 4179
		SP:Iteration 11Q (43797.560000 sec): 3 clusters
  Score: Raw -22695926.843723 + Penalty 3969.580998 = -22691957.262726
  nChanged 2964
		SP:Iteration 12Q (43798.540000 sec): 3 clusters
  Score: Raw -22696996.737357 + Penalty 3969.580998 = -22693027.156359
  nChanged 2491
		SP:Iteration 13Q (43799.600000 sec): 3 clusters
  Score: Raw -22697854.758208 + Penalty 3969.580998 = -22693885.177210
  nChanged 2329
		SP:Iteration 14Q (43800.560000 sec): 3 clusters
  Score: Raw -22698630.468138 + Penalty 3969.580998 = -22694660.887140
  nChanged 2250
		SP:Iteration 15Q (43801.580000 sec): 3 clusters
  Score: Raw -22699392.692084 + Penalty 3969.580998 = -22695423.111086
  nChanged 2259
		SP:Iteration 16Q (43802.620000 sec): 3 clusters
  Score: Raw -22700205.149487 + Penalty 3969.580998 = -22696235.568489
  nChanged 2208
		SP:Iteration 17Q (43803.650000 sec): 3 clusters
  Score: Raw -22701000.200834 + Penalty 3969.580998 = -22697030.619836
  nChanged 2219
		SP:Iteration 18Q (43804.580000 sec): 3 clusters
  Score: Raw -22701835.125166 + Penalty 3969.580998 = -22697865.544169
  nChanged 2140
		SP:Iteration 19Q (43805.630000 sec): 3 clusters
  Score: Raw -22702622.551573 + Penalty 3969.580998 = -22698652.970575
  nChanged 2073
		SP:Iteration 20F (43806.660000 sec): 3 clusters
  Score: Raw -22703406.749009 + Penalty 3969.580998 = -22699437.168012
  nChanged 1992
		SP:Iteration 21Q (43807.570000 sec): 3 clusters
  Score: Raw -22704165.731200 + Penalty 3969.580998 = -22700196.150203
  nChanged 1867
		SP:Iteration 22Q (43808.500000 sec): 3 clusters
  Score: Raw -22704879.602711 + Penalty 3969.580998 = -22700910.021713
  nChanged 1796
		SP:Iteration 23Q (43809.370000 sec): 3 clusters
  Score: Raw -22705563.507225 + Penalty 3969.580998 = -22701593.926228
  nChanged 1671
		SP:Iteration 24Q (43810.250000 sec): 3 clusters
  Score: Raw -22706178.041621 + Penalty 3969.580998 = -22702208.460623
  nChanged 1506
		SP:Iteration 25Q (43811.140000 sec): 3 clusters
  Score: Raw -22706726.022007 + Penalty 3969.580998 = -22702756.441010
  nChanged 1420
		SP:Iteration 26Q (43812.060000 sec): 3 clusters
  Score: Raw -22707200.859821 + Penalty 3969.580998 = -22703231.278823
  nChanged 1224
		SP:Iteration 27Q (43813.030000 sec): 3 clusters
  Score: Raw -22707601.139744 + Penalty 3969.580998 = -22703631.558747
  nChanged 1178
		SP:Iteration 28Q (43813.990000 sec): 3 clusters
  Score: Raw -22707980.133771 + Penalty 3969.580998 = -22704010.552773
  nChanged 1123
		SP:Iteration 29Q (43814.920000 sec): 3 clusters
  Score: Raw -22708331.718945 + Penalty 3969.580998 = -22704362.137947
  nChanged 1060
		SP:Iteration 30Q (43815.800000 sec): 3 clusters
  Score: Raw -22708667.287055 + Penalty 3969.580998 = -22704697.706057
  nChanged 974
		SP:Iteration 31Q (43816.700000 sec): 3 clusters
  Score: Raw -22708955.276292 + Penalty 3969.580998 = -22704985.695294
  nChanged 889
		SP:Iteration 32Q (43817.590000 sec): 3 clusters
  Score: Raw -22709202.099193 + Penalty 3969.580998 = -22705232.518195
  nChanged 830
		SP:Iteration 33Q (43818.530000 sec): 3 clusters
  Score: Raw -22709437.029946 + Penalty 3969.580998 = -22705467.448949
  nChanged 802
		SP:Iteration 34Q (43819.440000 sec): 3 clusters
  Score: Raw -22709667.815908 + Penalty 3969.580998 = -22705698.234910
  nChanged 745
		SP:Iteration 35Q (43820.320000 sec): 3 clusters
  Score: Raw -22709872.083284 + Penalty 3969.580998 = -22705902.502287
  nChanged 623
		SP:Iteration 36Q (43821.260000 sec): 3 clusters
  Score: Raw -22710030.680437 + Penalty 3969.580998 = -22706061.099439
  nChanged 557
		SP:Iteration 37Q (43822.120000 sec): 3 clusters
  Score: Raw -22710161.248989 + Penalty 3969.580998 = -22706191.667992
  nChanged 484
		SP:Iteration 38Q (43822.980000 sec): 3 clusters
  Score: Raw -22710275.046794 + Penalty 3969.580998 = -22706305.465797
  nChanged 478
		SP:Iteration 39Q (43823.920000 sec): 3 clusters
  Score: Raw -22710383.924376 + Penalty 3969.580998 = -22706414.343378
  nChanged 417
		SP:Iteration 40F (43825.020000 sec): 3 clusters
  Score: Raw -22710475.701245 + Penalty 3969.580998 = -22706506.120248
  nChanged 402
		SP:Iteration 41Q (43825.980000 sec): 3 clusters
  Score: Raw -22710562.641036 + Penalty 3969.580998 = -22706593.060038
  nChanged 358
		SP:Iteration 42Q (43826.910000 sec): 3 clusters
  Score: Raw -22710649.948248 + Penalty 3969.580998 = -22706680.367250
  nChanged 345
		SP:Iteration 43Q (43827.780000 sec): 3 clusters
  Score: Raw -22710727.317668 + Penalty 3969.580998 = -22706757.736671
  nChanged 331
		SP:Iteration 44Q (43828.800000 sec): 3 clusters
  Score: Raw -22710800.136957 + Penalty 3969.580998 = -22706830.555959
  nChanged 326
		SP:Iteration 45Q (43829.900000 sec): 3 clusters
  Score: Raw -22710872.476727 + Penalty 3969.580998 = -22706902.895729
  nChanged 308
		SP:Iteration 46Q (43831.050000 sec): 3 clusters
  Score: Raw -22710941.607960 + Penalty 3969.580998 = -22706972.026962
  nChanged 293
		SP:Iteration 47Q (43832.060000 sec): 3 clusters
  Score: Raw -22711007.275214 + Penalty 3969.580998 = -22707037.694216
  nChanged 264
		SP:Iteration 48Q (43833.010000 sec): 3 clusters
  Score: Raw -22711065.383420 + Penalty 3969.580998 = -22707095.802422
  nChanged 240
		SP:Iteration 49Q (43834.050000 sec): 3 clusters
  Score: Raw -22711119.387389 + Penalty 3969.580998 = -22707149.806391
  nChanged 237
		SP:Iteration 50Q (43834.970000 sec): 3 clusters
  Score: Raw -22711176.642159 + Penalty 3969.580998 = -22707207.061161
  nChanged 214
		SP:Iteration 51Q (43835.890000 sec): 3 clusters
  Score: Raw -22711226.107289 + Penalty 3969.580998 = -22707256.526291
  nChanged 203
		SP:Iteration 52Q (43836.760000 sec): 3 clusters
  Score: Raw -22711272.242647 + Penalty 3969.580998 = -22707302.661649
  nChanged 155
		SP:Iteration 53Q (43837.650000 sec): 3 clusters
  Score: Raw -22711304.272162 + Penalty 3969.580998 = -22707334.691164
  nChanged 152
		SP:Iteration 54Q (43838.570000 sec): 3 clusters
  Score: Raw -22711336.504673 + Penalty 3969.580998 = -22707366.923675
  nChanged 136
		SP:Iteration 55Q (43839.470000 sec): 3 clusters
  Score: Raw -22711364.729364 + Penalty 3969.580998 = -22707395.148367
  nChanged 132
		SP:Iteration 56Q (43840.350000 sec): 3 clusters
  Score: Raw -22711394.913244 + Penalty 3969.580998 = -22707425.332246
  nChanged 118
		SP:Iteration 57Q (43841.210000 sec): 3 clusters
  Score: Raw -22711419.285327 + Penalty 3969.580998 = -22707449.704329
  nChanged 99
		SP:Iteration 58Q (43842.080000 sec): 3 clusters
  Score: Raw -22711439.474828 + Penalty 3969.580998 = -22707469.893830
  nChanged 91
		SP:Iteration 59Q (43843.010000 sec): 3 clusters
  Score: Raw -22711458.409872 + Penalty 3969.580998 = -22707488.828874
  nChanged 97
		SP:Iteration 60F (43844.130000 sec): 3 clusters
  Score: Raw -22711478.458701 + Penalty 3969.580998 = -22707508.877704
  nChanged 73
		SP:Iteration 61Q (43845.070000 sec): 3 clusters
  Score: Raw -22711493.784820 + Penalty 3969.580998 = -22707524.203822
  nChanged 71
		SP:Iteration 62Q (43846.130000 sec): 3 clusters
  Score: Raw -22711506.325645 + Penalty 3969.580998 = -22707536.744648
  nChanged 49
		SP:Iteration 63Q (43847.200000 sec): 3 clusters
  Score: Raw -22711514.722550 + Penalty 3969.580998 = -22707545.141552
  nChanged 56
		SP:Iteration 64Q (43848.140000 sec): 3 clusters
  Score: Raw -22711525.029992 + Penalty 3969.580998 = -22707555.448994
  nChanged 60
		SP:Iteration 65Q (43849.110000 sec): 3 clusters
  Score: Raw -22711536.984795 + Penalty 3969.580998 = -22707567.403798
  nChanged 54
		SP:Iteration 66Q (43850.160000 sec): 3 clusters
  Score: Raw -22711546.230100 + Penalty 3969.580998 = -22707576.649102
  nChanged 51
		SP:Iteration 67Q (43851.080000 sec): 3 clusters
  Score: Raw -22711555.115358 + Penalty 3969.580998 = -22707585.534361
  nChanged 46
		SP:Iteration 68Q (43851.930000 sec): 3 clusters
  Score: Raw -22711563.614579 + Penalty 3969.580998 = -22707594.033581
  nChanged 45
		SP:Iteration 69Q (43852.880000 sec): 3 clusters
  Score: Raw -22711570.773793 + Penalty 3969.580998 = -22707601.192796
  nChanged 32
		SP:Iteration 70Q (43853.770000 sec): 3 clusters
  Score: Raw -22711576.315423 + Penalty 3969.580998 = -22707606.734426
  nChanged 36
		SP:Iteration 71Q (43854.680000 sec): 3 clusters
  Score: Raw -22711582.780830 + Penalty 3969.580998 = -22707613.199832
  nChanged 25
		SP:Iteration 72Q (43855.570000 sec): 3 clusters
  Score: Raw -22711586.469868 + Penalty 3969.580998 = -22707616.888870
  nChanged 16
		SP:Iteration 73Q (43856.490000 sec): 3 clusters
  Score: Raw -22711588.735370 + Penalty 3969.580998 = -22707619.154373
  nChanged 13
		SP:Iteration 74Q (43857.460000 sec): 3 clusters
  Score: Raw -22711590.969433 + Penalty 3969.580998 = -22707621.388435
  nChanged 19
		SP:Iteration 75Q (43858.490000 sec): 3 clusters
  Score: Raw -22711593.927342 + Penalty 3969.580998 = -22707624.346345
  nChanged 15
		SP:Iteration 76Q (43859.590000 sec): 3 clusters
  Score: Raw -22711596.262066 + Penalty 3969.580998 = -22707626.681068
  nChanged 14
		SP:Iteration 77Q (43860.550000 sec): 3 clusters
  Score: Raw -22711598.489836 + Penalty 3969.580998 = -22707628.908839
  nChanged 15
		SP:Iteration 78Q (43861.510000 sec): 3 clusters
  Score: Raw -22711600.303778 + Penalty 3969.580998 = -22707630.722780
  nChanged 13
		SP:Iteration 79Q (43862.590000 sec): 3 clusters
  Score: Raw -22711601.806924 + Penalty 3969.580998 = -22707632.225926
  nChanged 9
		SP:Iteration 80F (43863.730000 sec): 3 clusters
  Score: Raw -22711603.074010 + Penalty 3969.580998 = -22707633.493012
  nChanged 10
		SP:Iteration 81Q (43864.780000 sec): 3 clusters
  Score: Raw -22711604.452043 + Penalty 3969.580998 = -22707634.871046
  nChanged 15
		SP:Iteration 82Q (43865.790000 sec): 3 clusters
  Score: Raw -22711606.416650 + Penalty 3969.580998 = -22707636.835652
  nChanged 15
		SP:Iteration 83Q (43866.790000 sec): 3 clusters
  Score: Raw -22711609.064448 + Penalty 3969.580998 = -22707639.483450
  nChanged 19
		SP:Iteration 84Q (43867.760000 sec): 3 clusters
  Score: Raw -22711611.528707 + Penalty 3969.580998 = -22707641.947709
  nChanged 13
		SP:Iteration 85Q (43868.620000 sec): 3 clusters
  Score: Raw -22711613.606893 + Penalty 3969.580998 = -22707644.025895
  nChanged 16
		SP:Iteration 86Q (43869.540000 sec): 3 clusters
  Score: Raw -22711616.537292 + Penalty 3969.580998 = -22707646.956295
  nChanged 19
		SP:Iteration 87Q (43870.490000 sec): 3 clusters
  Score: Raw -22711620.529534 + Penalty 3969.580998 = -22707650.948536
  nChanged 18
		SP:Iteration 88Q (43871.440000 sec): 3 clusters
  Score: Raw -22711623.501897 + Penalty 3969.580998 = -22707653.920899
  nChanged 15
		SP:Iteration 89Q (43872.390000 sec): 3 clusters
  Score: Raw -22711626.551659 + Penalty 3969.580998 = -22707656.970661
  nChanged 13
		SP:Iteration 90Q (43873.410000 sec): 3 clusters
  Score: Raw -22711628.365250 + Penalty 3969.580998 = -22707658.784252
  nChanged 9
		SP:Iteration 91Q (43874.330000 sec): 3 clusters
  Score: Raw -22711629.320315 + Penalty 3969.580998 = -22707659.739318
  nChanged 10
		SP:Iteration 92Q (43875.220000 sec): 3 clusters
  Score: Raw -22711630.861293 + Penalty 3969.580998 = -22707661.280296
  nChanged 10
		SP:Iteration 93Q (43876.090000 sec): 3 clusters
  Score: Raw -22711632.679880 + Penalty 3969.580998 = -22707663.098882
  nChanged 11
		SP:Iteration 94Q (43876.990000 sec): 3 clusters
  Score: Raw -22711634.364415 + Penalty 3969.580998 = -22707664.783418
  nChanged 14
		SP:Iteration 95Q (43877.950000 sec): 3 clusters
  Score: Raw -22711636.796094 + Penalty 3969.580998 = -22707667.215096
  nChanged 13
		SP:Iteration 96Q (43878.910000 sec): 3 clusters
  Score: Raw -22711639.035250 + Penalty 3969.580998 = -22707669.454253
  nChanged 13
		SP:Iteration 97Q (43879.920000 sec): 3 clusters
  Score: Raw -22711641.162082 + Penalty 3969.580998 = -22707671.581084
  nChanged 17
		SP:Iteration 98Q (43880.910000 sec): 3 clusters
  Score: Raw -22711643.844217 + Penalty 3969.580998 = -22707674.263220
  nChanged 13
		SP:Iteration 99Q (43881.930000 sec): 3 clusters
  Score: Raw -22711645.612797 + Penalty 3969.580998 = -22707676.031800
  nChanged 11
		SP:Iteration 100F (43883.050000 sec): 3 clusters
  Score: Raw -22711647.691355 + Penalty 3969.580998 = -22707678.110357
  nChanged 10
		SP:Iteration 101Q (43884.020000 sec): 3 clusters
  Score: Raw -22711649.130484 + Penalty 3969.580998 = -22707679.549487
  nChanged 5
		SP:Iteration 102Q (43884.910000 sec): 3 clusters
  Score: Raw -22711649.941939 + Penalty 3969.580998 = -22707680.360942
  nChanged 5
		SP:Iteration 103Q (43885.830000 sec): 3 clusters
  Score: Raw -22711651.058353 + Penalty 3969.580998 = -22707681.477355
  nChanged 9
		SP:Iteration 104Q (43886.750000 sec): 3 clusters
  Score: Raw -22711652.523444 + Penalty 3969.580998 = -22707682.942447
  nChanged 4
		SP:Iteration 105Q (43887.640000 sec): 3 clusters
  Score: Raw -22711653.177316 + Penalty 3969.580998 = -22707683.596318
  nChanged 8
		SP:Iteration 106Q (43888.530000 sec): 3 clusters
  Score: Raw -22711654.478908 + Penalty 3969.580998 = -22707684.897910
  nChanged 6
		SP:Iteration 107Q (43889.500000 sec): 3 clusters
  Score: Raw -22711655.383770 + Penalty 3969.580998 = -22707685.802773
  nChanged 6
		SP:Iteration 108Q (43890.470000 sec): 3 clusters
  Score: Raw -22711656.220642 + Penalty 3969.580998 = -22707686.639644
  nChanged 7
		SP:Iteration 109Q (43891.460000 sec): 3 clusters
  Score: Raw -22711657.192995 + Penalty 3969.580998 = -22707687.611998
  nChanged 5
		SP:Iteration 110Q (43892.450000 sec): 3 clusters
  Score: Raw -22711658.061726 + Penalty 3969.580998 = -22707688.480728
  nChanged 8
		SP:Iteration 111Q (43893.370000 sec): 3 clusters
  Score: Raw -22711659.670867 + Penalty 3969.580998 = -22707690.089870
  nChanged 8
		SP:Iteration 112Q (43894.500000 sec): 3 clusters
  Score: Raw -22711660.639006 + Penalty 3969.580998 = -22707691.058008
  nChanged 4
		SP:Iteration 113Q (43895.710000 sec): 3 clusters
  Score: Raw -22711661.262130 + Penalty 3969.580998 = -22707691.681133
  nChanged 4
		SP:Iteration 114Q (43896.870000 sec): 3 clusters
  Score: Raw -22711661.818141 + Penalty 3969.580998 = -22707692.237143
  nChanged 3
		SP:Iteration 115Q (43898.080000 sec): 3 clusters
  Score: Raw -22711662.194537 + Penalty 3969.580998 = -22707692.613539
  nChanged 0
		SP:Iteration 116F (43899.340000 sec): 3 clusters
  Score: Raw -22711662.194537 + Penalty 3969.580998 = -22707692.613539
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (3000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43899.560000 sec): 2 clusters
  Score: Raw -289922.147219 + Penalty 1301.034730 = -288621.112490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43899.740000 sec): 3 clusters
  Score: Raw -289004.284268 + Penalty 2602.069459 = -286402.214808
  nChanged 1269
		SP:Iteration 1F (43899.930000 sec): 3 clusters
  Score: Raw -293934.002903 + Penalty 2602.069459 = -291331.933444
  nChanged 624
		SP:Iteration 2F (43900.130000 sec): 3 clusters
  Score: Raw -297583.768402 + Penalty 2602.069459 = -294981.698943
  nChanged 185
		SP:Iteration 3F (43900.310000 sec): 3 clusters
  Score: Raw -300117.248035 + Penalty 2602.069459 = -297515.178576
  nChanged 73
		SP:Iteration 4Q (43900.480000 sec): 3 clusters
  Score: Raw -300353.637098 + Penalty 2602.069459 = -297751.567638
  nChanged 45
		SP:Iteration 5Q (43900.660000 sec): 3 clusters
  Score: Raw -300479.267028 + Penalty 2602.069459 = -297877.197568
  nChanged 29
		SP:Iteration 6Q (43900.830000 sec): 3 clusters
  Score: Raw -300556.125222 + Penalty 2602.069459 = -297954.055762
  nChanged 16
		SP:Iteration 7Q (43901.040000 sec): 3 clusters
  Score: Raw -300607.181309 + Penalty 2602.069459 = -298005.111849
  nChanged 14
		SP:Iteration 8Q (43901.230000 sec): 3 clusters
  Score: Raw -300668.116508 + Penalty 2602.069459 = -298066.047048
  nChanged 16
		SP:Iteration 9Q (43901.480000 sec): 3 clusters
  Score: Raw -300707.908723 + Penalty 2602.069459 = -298105.839264
  nChanged 9
		SP:Iteration 10Q (43901.670000 sec): 3 clusters
  Score: Raw -300741.908834 + Penalty 2602.069459 = -298139.839375
  nChanged 5
		SP:Iteration 11Q (43901.820000 sec): 3 clusters
  Score: Raw -300763.376711 + Penalty 2602.069459 = -298161.307252
  nChanged 5
		SP:Iteration 12Q (43902.020000 sec): 3 clusters
  Score: Raw -300777.151312 + Penalty 2602.069459 = -298175.081852
  nChanged 3
		SP:Iteration 13Q (43902.200000 sec): 3 clusters
  Score: Raw -300784.135306 + Penalty 2602.069459 = -298182.065846
  nChanged 2
		SP:Iteration 14Q (43902.380000 sec): 3 clusters
  Score: Raw -300787.064470 + Penalty 2602.069459 = -298184.995011
  nChanged 5
		SP:Iteration 15Q (43902.640000 sec): 3 clusters
  Score: Raw -300790.996329 + Penalty 2602.069459 = -298188.926869
  nChanged 3
		SP:Iteration 16Q (43902.830000 sec): 3 clusters
  Score: Raw -300794.848261 + Penalty 2602.069459 = -298192.778802
  nChanged 3
		SP:Iteration 17Q (43902.990000 sec): 3 clusters
  Score: Raw -300798.532563 + Penalty 2602.069459 = -298196.463104
  nChanged 3
		SP:Iteration 18Q (43903.240000 sec): 3 clusters
  Score: Raw -300800.089546 + Penalty 2602.069459 = -298198.020086
  nChanged 0
		SP:Iteration 19F (43903.400000 sec): 3 clusters
  Score: Raw -300878.910240 + Penalty 2602.069459 = -298276.840780
  nChanged 28
		SP:Iteration 20F (43903.570000 sec): 3 clusters
  Score: Raw -300978.035274 + Penalty 2602.069459 = -298375.965815
  nChanged 28
		SP:Iteration 21Q (43903.760000 sec): 3 clusters
  Score: Raw -301044.239748 + Penalty 2602.069459 = -298442.170288
  nChanged 25
		SP:Iteration 22Q (43903.920000 sec): 3 clusters
  Score: Raw -301097.405621 + Penalty 2602.069459 = -298495.336161
  nChanged 14
		SP:Iteration 23Q (43904.100000 sec): 3 clusters
  Score: Raw -301114.656748 + Penalty 2602.069459 = -298512.587289
  nChanged 4
		SP:Iteration 24Q (43904.250000 sec): 3 clusters
  Score: Raw -301126.244102 + Penalty 2602.069459 = -298524.174643
  nChanged 7
		SP:Iteration 25Q (43904.400000 sec): 3 clusters
  Score: Raw -301137.141804 + Penalty 2602.069459 = -298535.072345
  nChanged 6
		SP:Iteration 26Q (43904.590000 sec): 3 clusters
  Score: Raw -301146.539469 + Penalty 2602.069459 = -298544.470010
  nChanged 7
		SP:Iteration 27Q (43904.740000 sec): 3 clusters
  Score: Raw -301150.716871 + Penalty 2602.069459 = -298548.647411
  nChanged 2
		SP:Iteration 28Q (43904.890000 sec): 3 clusters
  Score: Raw -301154.235072 + Penalty 2602.069459 = -298552.165612
  nChanged 1
		SP:Iteration 29Q (43905.080000 sec): 3 clusters
  Score: Raw -301155.074110 + Penalty 2602.069459 = -298553.004650
  nChanged 1
		SP:Iteration 30Q (43905.260000 sec): 3 clusters
  Score: Raw -301162.438859 + Penalty 2602.069459 = -298560.369400
  nChanged 3
		SP:Iteration 31Q (43905.400000 sec): 3 clusters
  Score: Raw -301164.207833 + Penalty 2602.069459 = -298562.138373
  nChanged 1
		SP:Iteration 32Q (43905.540000 sec): 3 clusters
  Score: Raw -301172.641380 + Penalty 2602.069459 = -298570.571921
  nChanged 1
		SP:Iteration 33Q (43905.680000 sec): 3 clusters
  Score: Raw -301173.670797 + Penalty 2602.069459 = -298571.601338
  nChanged 1
		SP:Iteration 34Q (43905.880000 sec): 3 clusters
  Score: Raw -301178.841432 + Penalty 2602.069459 = -298576.771973
  nChanged 1
		SP:Iteration 35Q (43906.020000 sec): 3 clusters
  Score: Raw -301180.185786 + Penalty 2602.069459 = -298578.116326
  nChanged 0
		SP:Iteration 36F (43906.160000 sec): 3 clusters
  Score: Raw -301186.520989 + Penalty 2602.069459 = -298584.451530
  nChanged 1
		SP:Iteration 37Q (43906.310000 sec): 3 clusters
  Score: Raw -301191.244373 + Penalty 2602.069459 = -298589.174914
  nChanged 4
		SP:Iteration 38Q (43906.460000 sec): 3 clusters
  Score: Raw -301201.954928 + Penalty 2602.069459 = -298599.885469
  nChanged 5
		SP:Iteration 39Q (43906.600000 sec): 3 clusters
  Score: Raw -301205.489370 + Penalty 2602.069459 = -298603.419910
  nChanged 4
		SP:Iteration 40F (43906.750000 sec): 3 clusters
  Score: Raw -301209.797562 + Penalty 2602.069459 = -298607.728102
  nChanged 1
		SP:Iteration 41Q (43906.890000 sec): 3 clusters
  Score: Raw -301211.173149 + Penalty 2602.069459 = -298609.103690
  nChanged 3
		SP:Iteration 42Q (43907.040000 sec): 3 clusters
  Score: Raw -301213.372766 + Penalty 2602.069459 = -298611.303307
  nChanged 2
		SP:Iteration 43Q (43907.180000 sec): 3 clusters
  Score: Raw -301215.334074 + Penalty 2602.069459 = -298613.264615
  nChanged 0
		SP:Iteration 44F (43907.320000 sec): 3 clusters
  Score: Raw -301215.334074 + Penalty 2602.069459 = -298613.264615
  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 11.42 GB.

 Trying to split cluster 9 (27999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43907.640000 sec): 2 clusters
  Score: Raw -3159725.753305 + Penalty 1663.987662 = -3158061.765643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43908.070000 sec): 3 clusters
  Score: Raw -3142540.938678 + Penalty 3327.975324 = -3139212.963354
  nChanged 12845
		SP:Iteration 1F (43908.400000 sec): 3 clusters
  Score: Raw -3150775.945960 + Penalty 3327.975324 = -3147447.970635
  nChanged 2362
		SP:Iteration 2F (43908.720000 sec): 3 clusters
  Score: Raw -3153063.527410 + Penalty 3327.975324 = -3149735.552085
  nChanged 2774
		SP:Iteration 3F (43909.010000 sec): 3 clusters
  Score: Raw -3156024.362648 + Penalty 3327.975324 = -3152696.387324
  nChanged 2673
		SP:Iteration 4F (43909.310000 sec): 3 clusters
  Score: Raw -3158313.846447 + Penalty 3327.975324 = -3154985.871123
  nChanged 1880
		SP:Iteration 5F (43909.650000 sec): 3 clusters
  Score: Raw -3159486.917218 + Penalty 3327.975324 = -3156158.941894
  nChanged 1199
		SP:Iteration 6Q (43909.980000 sec): 3 clusters
  Score: Raw -3160036.154519 + Penalty 3327.975324 = -3156708.179195
  nChanged 804
		SP:Iteration 7Q (43910.300000 sec): 3 clusters
  Score: Raw -3160356.038199 + Penalty 3327.975324 = -3157028.062875
  nChanged 656
		SP:Iteration 8Q (43910.630000 sec): 3 clusters
  Score: Raw -3160602.508039 + Penalty 3327.975324 = -3157274.532715
  nChanged 592
		SP:Iteration 9Q (43910.990000 sec): 3 clusters
  Score: Raw -3160819.089755 + Penalty 3327.975324 = -3157491.114431
  nChanged 567
		SP:Iteration 10Q (43911.290000 sec): 3 clusters
  Score: Raw -3161025.937217 + Penalty 3327.975324 = -3157697.961893
  nChanged 577
		SP:Iteration 11Q (43911.560000 sec): 3 clusters
  Score: Raw -3161225.704849 + Penalty 3327.975324 = -3157897.729525
  nChanged 586
		SP:Iteration 12Q (43911.970000 sec): 3 clusters
  Score: Raw -3161468.989370 + Penalty 3327.975324 = -3158141.014046
  nChanged 632
		SP:Iteration 13Q (43912.250000 sec): 3 clusters
  Score: Raw -3161718.201316 + Penalty 3327.975324 = -3158390.225992
  nChanged 617
		SP:Iteration 14Q (43912.580000 sec): 3 clusters
  Score: Raw -3161966.594779 + Penalty 3327.975324 = -3158638.619455
  nChanged 651
		SP:Iteration 15Q (43912.870000 sec): 3 clusters
  Score: Raw -3162243.580915 + Penalty 3327.975324 = -3158915.605590
  nChanged 660
		SP:Iteration 16Q (43913.170000 sec): 3 clusters
  Score: Raw -3162535.835301 + Penalty 3327.975324 = -3159207.859977
  nChanged 725
		SP:Iteration 17Q (43913.490000 sec): 3 clusters
  Score: Raw -3162869.429385 + Penalty 3327.975324 = -3159541.454060
  nChanged 706
		SP:Iteration 18Q (43913.790000 sec): 3 clusters
  Score: Raw -3163198.023131 + Penalty 3327.975324 = -3159870.047807
  nChanged 719
		SP:Iteration 19Q (43914.100000 sec): 3 clusters
  Score: Raw -3163569.225982 + Penalty 3327.975324 = -3160241.250658
  nChanged 751
		SP:Iteration 20F (43914.450000 sec): 3 clusters
  Score: Raw -3163966.788650 + Penalty 3327.975324 = -3160638.813326
  nChanged 708
		SP:Iteration 21Q (43914.740000 sec): 3 clusters
  Score: Raw -3164355.074859 + Penalty 3327.975324 = -3161027.099534
  nChanged 679
		SP:Iteration 22Q (43915.080000 sec): 3 clusters
  Score: Raw -3164750.050098 + Penalty 3327.975324 = -3161422.074774
  nChanged 636
		SP:Iteration 23Q (43915.410000 sec): 3 clusters
  Score: Raw -3165115.204024 + Penalty 3327.975324 = -3161787.228700
  nChanged 601
		SP:Iteration 24Q (43915.700000 sec): 3 clusters
  Score: Raw -3165494.570610 + Penalty 3327.975324 = -3162166.595286
  nChanged 504
		SP:Iteration 25Q (43916.030000 sec): 3 clusters
  Score: Raw -3165894.635853 + Penalty 3327.975324 = -3162566.660529
  nChanged 476
		SP:Iteration 26Q (43916.330000 sec): 3 clusters
  Score: Raw -3166503.994582 + Penalty 3327.975324 = -3163176.019258
  nChanged 454
		SP:Iteration 27Q (43916.640000 sec): 3 clusters
  Score: Raw -3167923.019103 + Penalty 3327.975324 = -3164595.043778
  nChanged 312
		SP:Iteration 28Q (43916.960000 sec): 3 clusters
  Score: Raw -3169173.017328 + Penalty 3327.975324 = -3165845.042004
  nChanged 321
		SP:Iteration 29Q (43917.310000 sec): 3 clusters
  Score: Raw -3169372.058350 + Penalty 3327.975324 = -3166044.083026
  nChanged 153
		SP:Iteration 30Q (43917.590000 sec): 3 clusters
  Score: Raw -3169416.417553 + Penalty 3327.975324 = -3166088.442229
  nChanged 80
		SP:Iteration 31Q (43917.910000 sec): 3 clusters
  Score: Raw -3169430.532957 + Penalty 3327.975324 = -3166102.557633
  nChanged 43
		SP:Iteration 32Q (43918.270000 sec): 3 clusters
  Score: Raw -3169437.021805 + Penalty 3327.975324 = -3166109.046480
  nChanged 28
		SP:Iteration 33Q (43918.570000 sec): 3 clusters
  Score: Raw -3169440.760408 + Penalty 3327.975324 = -3166112.785084
  nChanged 23
		SP:Iteration 34Q (43918.910000 sec): 3 clusters
  Score: Raw -3169443.236147 + Penalty 3327.975324 = -3166115.260823
  nChanged 16
		SP:Iteration 35Q (43919.230000 sec): 3 clusters
  Score: Raw -3169444.978858 + Penalty 3327.975324 = -3166117.003534
  nChanged 14
		SP:Iteration 36Q (43919.560000 sec): 3 clusters
  Score: Raw -3169446.278832 + Penalty 3327.975324 = -3166118.303508
  nChanged 10
		SP:Iteration 37Q (43919.900000 sec): 3 clusters
  Score: Raw -3169447.096071 + Penalty 3327.975324 = -3166119.120747
  nChanged 4
		SP:Iteration 38Q (43920.220000 sec): 3 clusters
  Score: Raw -3169447.426980 + Penalty 3327.975324 = -3166119.451656
  nChanged 5
		SP:Iteration 39Q (43920.530000 sec): 3 clusters
  Score: Raw -3169447.836231 + Penalty 3327.975324 = -3166119.860906
  nChanged 3
		SP:Iteration 40F (43920.820000 sec): 3 clusters
  Score: Raw -3169448.087324 + Penalty 3327.975324 = -3166120.111999
  nChanged 1
		SP:Iteration 41Q (43921.150000 sec): 3 clusters
  Score: Raw -3169448.291973 + Penalty 3327.975324 = -3166120.316649
  nChanged 2
		SP:Iteration 42Q (43921.460000 sec): 3 clusters
  Score: Raw -3169448.512867 + Penalty 3327.975324 = -3166120.537543
  nChanged 0
		SP:Iteration 43F (43921.750000 sec): 3 clusters
  Score: Raw -3169448.512867 + Penalty 3327.975324 = -3166120.537543
  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 11.42 GB.

 Trying to split cluster 10 (128938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43922.350000 sec): 2 clusters
  Score: Raw -14933483.880480 + Penalty 1912.151629 = -14931571.728851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43923.100000 sec): 3 clusters
  Score: Raw -14848873.087750 + Penalty 3824.303258 = -14845048.784492
  nChanged 62021
		SP:Iteration 1F (43923.850000 sec): 3 clusters
  Score: Raw -14891348.039096 + Penalty 3824.303258 = -14887523.735838
  nChanged 8110
		SP:Iteration 2F (43924.660000 sec): 3 clusters
  Score: Raw -14897701.868771 + Penalty 3824.303258 = -14893877.565513
  nChanged 9622
		SP:Iteration 3F (43925.460000 sec): 3 clusters
  Score: Raw -14905829.524965 + Penalty 3824.303258 = -14902005.221707
  nChanged 10507
		SP:Iteration 4F (43926.200000 sec): 3 clusters
  Score: Raw -14913909.508529 + Penalty 3824.303258 = -14910085.205271
  nChanged 9278
		SP:Iteration 5F (43926.960000 sec): 3 clusters
  Score: Raw -14919340.490429 + Penalty 3824.303258 = -14915516.187171
  nChanged 7228
		SP:Iteration 6F (43927.740000 sec): 3 clusters
  Score: Raw -14922961.821971 + Penalty 3824.303258 = -14919137.518713
  nChanged 5777
		SP:Iteration 7Q (43928.500000 sec): 3 clusters
  Score: Raw -14925888.454852 + Penalty 3824.303258 = -14922064.151594
  nChanged 4903
		SP:Iteration 8Q (43929.290000 sec): 3 clusters
  Score: Raw -14928544.721917 + Penalty 3824.303258 = -14924720.418659
  nChanged 4384
		SP:Iteration 9Q (43930.080000 sec): 3 clusters
  Score: Raw -14930730.804233 + Penalty 3824.303258 = -14926906.500975
  nChanged 3609
		SP:Iteration 10Q (43930.930000 sec): 3 clusters
  Score: Raw -14932216.125986 + Penalty 3824.303258 = -14928391.822728
  nChanged 2809
		SP:Iteration 11Q (43931.740000 sec): 3 clusters
  Score: Raw -14933203.675418 + Penalty 3824.303258 = -14929379.372160
  nChanged 2151
		SP:Iteration 12Q (43932.620000 sec): 3 clusters
  Score: Raw -14933879.246041 + Penalty 3824.303258 = -14930054.942783
  nChanged 1803
		SP:Iteration 13Q (43933.480000 sec): 3 clusters
  Score: Raw -14934348.920029 + Penalty 3824.303258 = -14930524.616771
  nChanged 1548
		SP:Iteration 14Q (43934.250000 sec): 3 clusters
  Score: Raw -14934694.832900 + Penalty 3824.303258 = -14930870.529642
  nChanged 1448
		SP:Iteration 15Q (43935.230000 sec): 3 clusters
  Score: Raw -14934946.917499 + Penalty 3824.303258 = -14931122.614241
  nChanged 1311
		SP:Iteration 16Q (43936.140000 sec): 3 clusters
  Score: Raw -14935154.988045 + Penalty 3824.303258 = -14931330.684787
  nChanged 1282
		SP:Iteration 17Q (43937.010000 sec): 3 clusters
  Score: Raw -14935328.200717 + Penalty 3824.303258 = -14931503.897459
  nChanged 1220
		SP:Iteration 18Q (43937.840000 sec): 3 clusters
  Score: Raw -14935482.634106 + Penalty 3824.303258 = -14931658.330848
  nChanged 1134
		SP:Iteration 19Q (43938.680000 sec): 3 clusters
  Score: Raw -14935625.484239 + Penalty 3824.303258 = -14931801.180982
  nChanged 1055
		SP:Iteration 20F (43939.450000 sec): 3 clusters
  Score: Raw -14935950.168463 + Penalty 3824.303258 = -14932125.865205
  nChanged 1120
		SP:Iteration 21Q (43940.250000 sec): 3 clusters
  Score: Raw -14936181.859048 + Penalty 3824.303258 = -14932357.555790
  nChanged 1142
		SP:Iteration 22Q (43941.060000 sec): 3 clusters
  Score: Raw -14936370.133656 + Penalty 3824.303258 = -14932545.830398
  nChanged 1140
		SP:Iteration 23Q (43941.900000 sec): 3 clusters
  Score: Raw -14936530.108749 + Penalty 3824.303258 = -14932705.805491
  nChanged 1125
		SP:Iteration 24Q (43942.680000 sec): 3 clusters
  Score: Raw -14936673.642764 + Penalty 3824.303258 = -14932849.339506
  nChanged 1053
		SP:Iteration 25Q (43943.510000 sec): 3 clusters
  Score: Raw -14936797.290477 + Penalty 3824.303258 = -14932972.987219
  nChanged 1016
		SP:Iteration 26Q (43944.360000 sec): 3 clusters
  Score: Raw -14936905.061628 + Penalty 3824.303258 = -14933080.758370
  nChanged 942
		SP:Iteration 27Q (43945.170000 sec): 3 clusters
  Score: Raw -14936999.436277 + Penalty 3824.303258 = -14933175.133019
  nChanged 877
		SP:Iteration 28Q (43945.970000 sec): 3 clusters
  Score: Raw -14937084.549895 + Penalty 3824.303258 = -14933260.246637
  nChanged 832
		SP:Iteration 29Q (43946.730000 sec): 3 clusters
  Score: Raw -14937163.834359 + Penalty 3824.303258 = -14933339.531101
  nChanged 781
		SP:Iteration 30Q (43947.490000 sec): 3 clusters
  Score: Raw -14937232.761525 + Penalty 3824.303258 = -14933408.458267
  nChanged 739
		SP:Iteration 31Q (43948.310000 sec): 3 clusters
  Score: Raw -14937295.543435 + Penalty 3824.303258 = -14933471.240177
  nChanged 749
		SP:Iteration 32Q (43949.090000 sec): 3 clusters
  Score: Raw -14937356.934107 + Penalty 3824.303258 = -14933532.630849
  nChanged 683
		SP:Iteration 33Q (43949.930000 sec): 3 clusters
  Score: Raw -14937410.810135 + Penalty 3824.303258 = -14933586.506877
  nChanged 622
		SP:Iteration 34Q (43950.740000 sec): 3 clusters
  Score: Raw -14937456.219208 + Penalty 3824.303258 = -14933631.915950
  nChanged 599
		SP:Iteration 35Q (43951.480000 sec): 3 clusters
  Score: Raw -14937497.841494 + Penalty 3824.303258 = -14933673.538236
  nChanged 559
		SP:Iteration 36Q (43952.190000 sec): 3 clusters
  Score: Raw -14937533.734508 + Penalty 3824.303258 = -14933709.431250
  nChanged 484
		SP:Iteration 37Q (43952.950000 sec): 3 clusters
  Score: Raw -14937563.807938 + Penalty 3824.303258 = -14933739.504680
  nChanged 453
		SP:Iteration 38Q (43953.730000 sec): 3 clusters
  Score: Raw -14937589.898153 + Penalty 3824.303258 = -14933765.594895
  nChanged 416
		SP:Iteration 39Q (43954.520000 sec): 3 clusters
  Score: Raw -14937612.858581 + Penalty 3824.303258 = -14933788.555323
  nChanged 377
		SP:Iteration 40F (43955.250000 sec): 3 clusters
  Score: Raw -14937631.698278 + Penalty 3824.303258 = -14933807.395020
  nChanged 353
		SP:Iteration 41Q (43956.030000 sec): 3 clusters
  Score: Raw -14937648.512607 + Penalty 3824.303258 = -14933824.209349
  nChanged 318
		SP:Iteration 42Q (43956.840000 sec): 3 clusters
  Score: Raw -14937664.807884 + Penalty 3824.303258 = -14933840.504626
  nChanged 326
		SP:Iteration 43Q (43957.610000 sec): 3 clusters
  Score: Raw -14937680.526014 + Penalty 3824.303258 = -14933856.222756
  nChanged 300
		SP:Iteration 44Q (43958.480000 sec): 3 clusters
  Score: Raw -14937693.807539 + Penalty 3824.303258 = -14933869.504281
  nChanged 272
		SP:Iteration 45Q (43959.290000 sec): 3 clusters
  Score: Raw -14937704.744590 + Penalty 3824.303258 = -14933880.441332
  nChanged 232
		SP:Iteration 46Q (43960.010000 sec): 3 clusters
  Score: Raw -14937713.396584 + Penalty 3824.303258 = -14933889.093326
  nChanged 221
		SP:Iteration 47Q (43960.800000 sec): 3 clusters
  Score: Raw -14937720.717251 + Penalty 3824.303258 = -14933896.413993
  nChanged 195
		SP:Iteration 48Q (43961.570000 sec): 3 clusters
  Score: Raw -14937727.084989 + Penalty 3824.303258 = -14933902.781731
  nChanged 200
		SP:Iteration 49Q (43962.300000 sec): 3 clusters
  Score: Raw -14937733.538263 + Penalty 3824.303258 = -14933909.235005
  nChanged 176
		SP:Iteration 50Q (43963.120000 sec): 3 clusters
  Score: Raw -14937738.835481 + Penalty 3824.303258 = -14933914.532223
  nChanged 155
		SP:Iteration 51Q (43963.920000 sec): 3 clusters
  Score: Raw -14937743.431791 + Penalty 3824.303258 = -14933919.128533
  nChanged 137
		SP:Iteration 52Q (43964.720000 sec): 3 clusters
  Score: Raw -14937747.225320 + Penalty 3824.303258 = -14933922.922062
  nChanged 118
		SP:Iteration 53Q (43965.520000 sec): 3 clusters
  Score: Raw -14937750.477553 + Penalty 3824.303258 = -14933926.174295
  nChanged 117
		SP:Iteration 54Q (43966.220000 sec): 3 clusters
  Score: Raw -14937753.801168 + Penalty 3824.303258 = -14933929.497910
  nChanged 95
		SP:Iteration 55Q (43967.110000 sec): 3 clusters
  Score: Raw -14937756.169942 + Penalty 3824.303258 = -14933931.866684
  nChanged 90
		SP:Iteration 56Q (43967.920000 sec): 3 clusters
  Score: Raw -14937758.370272 + Penalty 3824.303258 = -14933934.067014
  nChanged 77
		SP:Iteration 57Q (43968.820000 sec): 3 clusters
  Score: Raw -14937760.011498 + Penalty 3824.303258 = -14933935.708240
  nChanged 62
		SP:Iteration 58Q (43969.660000 sec): 3 clusters
  Score: Raw -14937761.330932 + Penalty 3824.303258 = -14933937.027674
  nChanged 62
		SP:Iteration 59Q (43970.560000 sec): 3 clusters
  Score: Raw -14937762.472593 + Penalty 3824.303258 = -14933938.169335
  nChanged 57
		SP:Iteration 60F (43971.460000 sec): 3 clusters
  Score: Raw -14937763.492514 + Penalty 3824.303258 = -14933939.189256
  nChanged 50
		SP:Iteration 61Q (43972.180000 sec): 3 clusters
  Score: Raw -14937764.460212 + Penalty 3824.303258 = -14933940.156954
  nChanged 57
		SP:Iteration 62Q (43973.010000 sec): 3 clusters
  Score: Raw -14937765.587761 + Penalty 3824.303258 = -14933941.284503
  nChanged 63
		SP:Iteration 63Q (43973.850000 sec): 3 clusters
  Score: Raw -14937766.910248 + Penalty 3824.303258 = -14933942.606990
  nChanged 67
		SP:Iteration 64Q (43974.720000 sec): 3 clusters
  Score: Raw -14937768.147495 + Penalty 3824.303258 = -14933943.844237
  nChanged 51
		SP:Iteration 65Q (43975.540000 sec): 3 clusters
  Score: Raw -14937769.168172 + Penalty 3824.303258 = -14933944.864914
  nChanged 55
		SP:Iteration 66Q (43976.260000 sec): 3 clusters
  Score: Raw -14937770.198895 + Penalty 3824.303258 = -14933945.895637
  nChanged 51
		SP:Iteration 67Q (43977.040000 sec): 3 clusters
  Score: Raw -14937771.075695 + Penalty 3824.303258 = -14933946.772437
  nChanged 42
		SP:Iteration 68Q (43977.820000 sec): 3 clusters
  Score: Raw -14937771.778313 + Penalty 3824.303258 = -14933947.475055
  nChanged 39
		SP:Iteration 69Q (43978.590000 sec): 3 clusters
  Score: Raw -14937772.424566 + Penalty 3824.303258 = -14933948.121308
  nChanged 35
		SP:Iteration 70Q (43979.360000 sec): 3 clusters
  Score: Raw -14937773.066942 + Penalty 3824.303258 = -14933948.763684
  nChanged 29
		SP:Iteration 71Q (43980.240000 sec): 3 clusters
  Score: Raw -14937773.600545 + Penalty 3824.303258 = -14933949.297287
  nChanged 43
		SP:Iteration 72Q (43981.090000 sec): 3 clusters
  Score: Raw -14937774.313310 + Penalty 3824.303258 = -14933950.010052
  nChanged 41
		SP:Iteration 73Q (43981.830000 sec): 3 clusters
  Score: Raw -14937775.013714 + Penalty 3824.303258 = -14933950.710456
  nChanged 33
		SP:Iteration 74Q (43982.590000 sec): 3 clusters
  Score: Raw -14937775.601458 + Penalty 3824.303258 = -14933951.298200
  nChanged 36
		SP:Iteration 75Q (43983.370000 sec): 3 clusters
  Score: Raw -14937776.301007 + Penalty 3824.303258 = -14933951.997749
  nChanged 36
		SP:Iteration 76Q (43984.170000 sec): 3 clusters
  Score: Raw -14937776.853987 + Penalty 3824.303258 = -14933952.550730
  nChanged 25
		SP:Iteration 77Q (43985.010000 sec): 3 clusters
  Score: Raw -14937777.379355 + Penalty 3824.303258 = -14933953.076097
  nChanged 41
		SP:Iteration 78Q (43985.770000 sec): 3 clusters
  Score: Raw -14937778.137824 + Penalty 3824.303258 = -14933953.834566
  nChanged 28
		SP:Iteration 79Q (43986.500000 sec): 3 clusters
  Score: Raw -14937778.651162 + Penalty 3824.303258 = -14933954.347904
  nChanged 28
		SP:Iteration 80F (43987.250000 sec): 3 clusters
  Score: Raw -14937779.083438 + Penalty 3824.303258 = -14933954.780180
  nChanged 33
		SP:Iteration 81Q (43988.020000 sec): 3 clusters
  Score: Raw -14937779.684729 + Penalty 3824.303258 = -14933955.381471
  nChanged 24
		SP:Iteration 82Q (43988.840000 sec): 3 clusters
  Score: Raw -14937780.175683 + Penalty 3824.303258 = -14933955.872425
  nChanged 31
		SP:Iteration 83Q (43989.670000 sec): 3 clusters
  Score: Raw -14937780.724779 + Penalty 3824.303258 = -14933956.421521
  nChanged 26
		SP:Iteration 84Q (43990.460000 sec): 3 clusters
  Score: Raw -14937781.164320 + Penalty 3824.303258 = -14933956.861062
  nChanged 25
		SP:Iteration 85Q (43991.240000 sec): 3 clusters
  Score: Raw -14937781.560392 + Penalty 3824.303258 = -14933957.257134
  nChanged 35
		SP:Iteration 86Q (43992.020000 sec): 3 clusters
  Score: Raw -14937782.101834 + Penalty 3824.303258 = -14933957.798576
  nChanged 35
		SP:Iteration 87Q (43992.860000 sec): 3 clusters
  Score: Raw -14937782.805079 + Penalty 3824.303258 = -14933958.501821
  nChanged 34
		SP:Iteration 88Q (43993.620000 sec): 3 clusters
  Score: Raw -14937783.367333 + Penalty 3824.303258 = -14933959.064075
  nChanged 30
		SP:Iteration 89Q (43994.430000 sec): 3 clusters
  Score: Raw -14937783.794331 + Penalty 3824.303258 = -14933959.491073
  nChanged 34
		SP:Iteration 90Q (43995.160000 sec): 3 clusters
  Score: Raw -14937784.262786 + Penalty 3824.303258 = -14933959.959528
  nChanged 27
		SP:Iteration 91Q (43995.950000 sec): 3 clusters
  Score: Raw -14937784.619751 + Penalty 3824.303258 = -14933960.316493
  nChanged 23
		SP:Iteration 92Q (43996.730000 sec): 3 clusters
  Score: Raw -14937784.967514 + Penalty 3824.303258 = -14933960.664256
  nChanged 16
		SP:Iteration 93Q (43997.540000 sec): 3 clusters
  Score: Raw -14937785.199774 + Penalty 3824.303258 = -14933960.896516
  nChanged 16
		SP:Iteration 94Q (43998.330000 sec): 3 clusters
  Score: Raw -14937785.431747 + Penalty 3824.303258 = -14933961.128489
  nChanged 13
		SP:Iteration 95Q (43999.210000 sec): 3 clusters
  Score: Raw -14937785.603351 + Penalty 3824.303258 = -14933961.300093
  nChanged 12
		SP:Iteration 96Q (44000.040000 sec): 3 clusters
  Score: Raw -14937785.737621 + Penalty 3824.303258 = -14933961.434363
  nChanged 14
		SP:Iteration 97Q (44000.800000 sec): 3 clusters
  Score: Raw -14937785.928197 + Penalty 3824.303258 = -14933961.624939
  nChanged 9
		SP:Iteration 98Q (44001.510000 sec): 3 clusters
  Score: Raw -14937786.036112 + Penalty 3824.303258 = -14933961.732854
  nChanged 9
		SP:Iteration 99Q (44002.270000 sec): 3 clusters
  Score: Raw -14937786.199188 + Penalty 3824.303258 = -14933961.895930
  nChanged 11
		SP:Iteration 100F (44003.130000 sec): 3 clusters
  Score: Raw -14937786.360967 + Penalty 3824.303258 = -14933962.057709
  nChanged 13
		SP:Iteration 101Q (44004.040000 sec): 3 clusters
  Score: Raw -14937786.565160 + Penalty 3824.303258 = -14933962.261902
  nChanged 9
		SP:Iteration 102Q (44004.850000 sec): 3 clusters
  Score: Raw -14937786.685763 + Penalty 3824.303258 = -14933962.382505
  nChanged 12
		SP:Iteration 103Q (44005.650000 sec): 3 clusters
  Score: Raw -14937786.831590 + Penalty 3824.303258 = -14933962.528332
  nChanged 5
		SP:Iteration 104Q (44006.430000 sec): 3 clusters
  Score: Raw -14937786.877057 + Penalty 3824.303258 = -14933962.573799
  nChanged 2
		SP:Iteration 105Q (44007.150000 sec): 3 clusters
  Score: Raw -14937786.897322 + Penalty 3824.303258 = -14933962.594064
  nChanged 0
		SP:Iteration 106F (44007.850000 sec): 3 clusters
  Score: Raw -14937786.897322 + Penalty 3824.303258 = -14933962.594064
  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 11.42 GB.

 Trying to split cluster 11 (29493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44008.120000 sec): 2 clusters
  Score: Raw -2803581.349209 + Penalty 1672.435087 = -2801908.914122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44008.470000 sec): 3 clusters
  Score: Raw -2785547.078692 + Penalty 3344.870173 = -2782202.208518
  nChanged 13506
		SP:Iteration 1F (44008.870000 sec): 3 clusters
  Score: Raw -2793827.760433 + Penalty 3344.870173 = -2790482.890260
  nChanged 2155
		SP:Iteration 2F (44009.160000 sec): 3 clusters
  Score: Raw -2795195.483603 + Penalty 3344.870173 = -2791850.613429
  nChanged 2230
		SP:Iteration 3F (44009.540000 sec): 3 clusters
  Score: Raw -2796795.594713 + Penalty 3344.870173 = -2793450.724540
  nChanged 2194
		SP:Iteration 4F (44009.850000 sec): 3 clusters
  Score: Raw -2798320.510929 + Penalty 3344.870173 = -2794975.640756
  nChanged 1977
		SP:Iteration 5F (44010.180000 sec): 3 clusters
  Score: Raw -2799620.165819 + Penalty 3344.870173 = -2796275.295645
  nChanged 1626
		SP:Iteration 6F (44010.510000 sec): 3 clusters
  Score: Raw -2800595.345150 + Penalty 3344.870173 = -2797250.474977
  nChanged 1307
		SP:Iteration 7Q (44010.860000 sec): 3 clusters
  Score: Raw -2801300.900293 + Penalty 3344.870173 = -2797956.030119
  nChanged 1100
		SP:Iteration 8Q (44011.190000 sec): 3 clusters
  Score: Raw -2801854.290165 + Penalty 3344.870173 = -2798509.419992
  nChanged 972
		SP:Iteration 9Q (44011.550000 sec): 3 clusters
  Score: Raw -2802319.297891 + Penalty 3344.870173 = -2798974.427718
  nChanged 823
		SP:Iteration 10Q (44011.890000 sec): 3 clusters
  Score: Raw -2802735.954001 + Penalty 3344.870173 = -2799391.083828
  nChanged 792
		SP:Iteration 11Q (44012.230000 sec): 3 clusters
  Score: Raw -2803135.173926 + Penalty 3344.870173 = -2799790.303753
  nChanged 715
		SP:Iteration 12Q (44012.600000 sec): 3 clusters
  Score: Raw -2803478.311552 + Penalty 3344.870173 = -2800133.441378
  nChanged 660
		SP:Iteration 13Q (44012.920000 sec): 3 clusters
  Score: Raw -2803807.423394 + Penalty 3344.870173 = -2800462.553221
  nChanged 694
		SP:Iteration 14Q (44013.270000 sec): 3 clusters
  Score: Raw -2804117.844939 + Penalty 3344.870173 = -2800772.974765
  nChanged 646
		SP:Iteration 15Q (44013.610000 sec): 3 clusters
  Score: Raw -2804374.545324 + Penalty 3344.870173 = -2801029.675150
  nChanged 563
		SP:Iteration 16Q (44013.960000 sec): 3 clusters
  Score: Raw -2804601.831909 + Penalty 3344.870173 = -2801256.961735
  nChanged 525
		SP:Iteration 17Q (44014.280000 sec): 3 clusters
  Score: Raw -2804804.518662 + Penalty 3344.870173 = -2801459.648488
  nChanged 511
		SP:Iteration 18Q (44014.610000 sec): 3 clusters
  Score: Raw -2804997.478371 + Penalty 3344.870173 = -2801652.608197
  nChanged 471
		SP:Iteration 19Q (44015.000000 sec): 3 clusters
  Score: Raw -2805168.098820 + Penalty 3344.870173 = -2801823.228646
  nChanged 462
		SP:Iteration 20F (44015.300000 sec): 3 clusters
  Score: Raw -2805393.029186 + Penalty 3344.870173 = -2802048.159012
  nChanged 452
		SP:Iteration 21Q (44015.640000 sec): 3 clusters
  Score: Raw -2805579.746682 + Penalty 3344.870173 = -2802234.876509
  nChanged 445
		SP:Iteration 22Q (44015.970000 sec): 3 clusters
  Score: Raw -2805721.614021 + Penalty 3344.870173 = -2802376.743847
  nChanged 347
		SP:Iteration 23Q (44016.270000 sec): 3 clusters
  Score: Raw -2805812.250970 + Penalty 3344.870173 = -2802467.380796
  nChanged 288
		SP:Iteration 24Q (44016.580000 sec): 3 clusters
  Score: Raw -2805878.030175 + Penalty 3344.870173 = -2802533.160002
  nChanged 242
		SP:Iteration 25Q (44016.920000 sec): 3 clusters
  Score: Raw -2805926.677196 + Penalty 3344.870173 = -2802581.807022
  nChanged 195
		SP:Iteration 26Q (44017.250000 sec): 3 clusters
  Score: Raw -2805953.029355 + Penalty 3344.870173 = -2802608.159181
  nChanged 152
		SP:Iteration 27Q (44017.570000 sec): 3 clusters
  Score: Raw -2805971.682889 + Penalty 3344.870173 = -2802626.812716
  nChanged 123
		SP:Iteration 28Q (44017.890000 sec): 3 clusters
  Score: Raw -2805985.199712 + Penalty 3344.870173 = -2802640.329539
  nChanged 98
		SP:Iteration 29Q (44018.250000 sec): 3 clusters
  Score: Raw -2805994.867907 + Penalty 3344.870173 = -2802649.997733
  nChanged 72
		SP:Iteration 30Q (44018.590000 sec): 3 clusters
  Score: Raw -2806001.990021 + Penalty 3344.870173 = -2802657.119847
  nChanged 72
		SP:Iteration 31Q (44018.960000 sec): 3 clusters
  Score: Raw -2806008.039360 + Penalty 3344.870173 = -2802663.169187
  nChanged 60
		SP:Iteration 32Q (44019.280000 sec): 3 clusters
  Score: Raw -2806014.044914 + Penalty 3344.870173 = -2802669.174741
  nChanged 59
		SP:Iteration 33Q (44019.670000 sec): 3 clusters
  Score: Raw -2806019.285031 + Penalty 3344.870173 = -2802674.414857
  nChanged 59
		SP:Iteration 34Q (44020.050000 sec): 3 clusters
  Score: Raw -2806023.703995 + Penalty 3344.870173 = -2802678.833822
  nChanged 53
		SP:Iteration 35Q (44020.400000 sec): 3 clusters
  Score: Raw -2806027.356402 + Penalty 3344.870173 = -2802682.486228
  nChanged 50
		SP:Iteration 36Q (44020.750000 sec): 3 clusters
  Score: Raw -2806030.154621 + Penalty 3344.870173 = -2802685.284448
  nChanged 35
		SP:Iteration 37Q (44021.100000 sec): 3 clusters
  Score: Raw -2806032.347968 + Penalty 3344.870173 = -2802687.477795
  nChanged 37
		SP:Iteration 38Q (44021.460000 sec): 3 clusters
  Score: Raw -2806034.551415 + Penalty 3344.870173 = -2802689.681242
  nChanged 29
		SP:Iteration 39Q (44021.750000 sec): 3 clusters
  Score: Raw -2806036.450563 + Penalty 3344.870173 = -2802691.580389
  nChanged 36
		SP:Iteration 40F (44022.120000 sec): 3 clusters
  Score: Raw -2806039.035798 + Penalty 3344.870173 = -2802694.165624
  nChanged 40
		SP:Iteration 41Q (44022.400000 sec): 3 clusters
  Score: Raw -2806041.265758 + Penalty 3344.870173 = -2802696.395585
  nChanged 31
		SP:Iteration 42Q (44022.740000 sec): 3 clusters
  Score: Raw -2806042.853709 + Penalty 3344.870173 = -2802697.983535
  nChanged 23
		SP:Iteration 43Q (44023.090000 sec): 3 clusters
  Score: Raw -2806043.955032 + Penalty 3344.870173 = -2802699.084858
  nChanged 16
		SP:Iteration 44Q (44023.380000 sec): 3 clusters
  Score: Raw -2806044.707492 + Penalty 3344.870173 = -2802699.837319
  nChanged 23
		SP:Iteration 45Q (44023.670000 sec): 3 clusters
  Score: Raw -2806046.099438 + Penalty 3344.870173 = -2802701.229264
  nChanged 26
		SP:Iteration 46Q (44023.990000 sec): 3 clusters
  Score: Raw -2806047.955580 + Penalty 3344.870173 = -2802703.085407
  nChanged 33
		SP:Iteration 47Q (44024.340000 sec): 3 clusters
  Score: Raw -2806050.044711 + Penalty 3344.870173 = -2802705.174538
  nChanged 36
		SP:Iteration 48Q (44024.640000 sec): 3 clusters
  Score: Raw -2806051.994196 + Penalty 3344.870173 = -2802707.124023
  nChanged 37
		SP:Iteration 49Q (44024.980000 sec): 3 clusters
  Score: Raw -2806054.481492 + Penalty 3344.870173 = -2802709.611319
  nChanged 35
		SP:Iteration 50Q (44025.280000 sec): 3 clusters
  Score: Raw -2806056.266779 + Penalty 3344.870173 = -2802711.396606
  nChanged 27
		SP:Iteration 51Q (44025.640000 sec): 3 clusters
  Score: Raw -2806057.873720 + Penalty 3344.870173 = -2802713.003547
  nChanged 27
		SP:Iteration 52Q (44025.960000 sec): 3 clusters
  Score: Raw -2806059.193481 + Penalty 3344.870173 = -2802714.323308
  nChanged 20
		SP:Iteration 53Q (44026.270000 sec): 3 clusters
  Score: Raw -2806060.062595 + Penalty 3344.870173 = -2802715.192422
  nChanged 21
		SP:Iteration 54Q (44026.660000 sec): 3 clusters
  Score: Raw -2806060.962266 + Penalty 3344.870173 = -2802716.092092
  nChanged 19
		SP:Iteration 55Q (44026.960000 sec): 3 clusters
  Score: Raw -2806061.989668 + Penalty 3344.870173 = -2802717.119495
  nChanged 20
		SP:Iteration 56Q (44027.340000 sec): 3 clusters
  Score: Raw -2806062.812351 + Penalty 3344.870173 = -2802717.942178
  nChanged 17
		SP:Iteration 57Q (44027.690000 sec): 3 clusters
  Score: Raw -2806063.461157 + Penalty 3344.870173 = -2802718.590983
  nChanged 11
		SP:Iteration 58Q (44027.980000 sec): 3 clusters
  Score: Raw -2806064.056168 + Penalty 3344.870173 = -2802719.185995
  nChanged 17
		SP:Iteration 59Q (44028.350000 sec): 3 clusters
  Score: Raw -2806064.782503 + Penalty 3344.870173 = -2802719.912330
  nChanged 11
		SP:Iteration 60F (44028.610000 sec): 3 clusters
  Score: Raw -2806065.066402 + Penalty 3344.870173 = -2802720.196228
  nChanged 7
		SP:Iteration 61Q (44028.950000 sec): 3 clusters
  Score: Raw -2806065.395913 + Penalty 3344.870173 = -2802720.525739
  nChanged 8
		SP:Iteration 62Q (44029.280000 sec): 3 clusters
  Score: Raw -2806065.682791 + Penalty 3344.870173 = -2802720.812618
  nChanged 11
		SP:Iteration 63Q (44029.640000 sec): 3 clusters
  Score: Raw -2806066.015676 + Penalty 3344.870173 = -2802721.145502
  nChanged 8
		SP:Iteration 64Q (44029.950000 sec): 3 clusters
  Score: Raw -2806066.311542 + Penalty 3344.870173 = -2802721.441369
  nChanged 12
		SP:Iteration 65Q (44030.260000 sec): 3 clusters
  Score: Raw -2806066.785082 + Penalty 3344.870173 = -2802721.914908
  nChanged 13
		SP:Iteration 66Q (44030.580000 sec): 3 clusters
  Score: Raw -2806067.238912 + Penalty 3344.870173 = -2802722.368739
  nChanged 9
		SP:Iteration 67Q (44030.920000 sec): 3 clusters
  Score: Raw -2806067.716791 + Penalty 3344.870173 = -2802722.846617
  nChanged 11
		SP:Iteration 68Q (44031.230000 sec): 3 clusters
  Score: Raw -2806068.203261 + Penalty 3344.870173 = -2802723.333087
  nChanged 5
		SP:Iteration 69Q (44031.520000 sec): 3 clusters
  Score: Raw -2806068.346935 + Penalty 3344.870173 = -2802723.476761
  nChanged 4
		SP:Iteration 70Q (44031.850000 sec): 3 clusters
  Score: Raw -2806068.432479 + Penalty 3344.870173 = -2802723.562306
  nChanged 4
		SP:Iteration 71Q (44032.210000 sec): 3 clusters
  Score: Raw -2806068.522415 + Penalty 3344.870173 = -2802723.652241
  nChanged 2
		SP:Iteration 72Q (44032.480000 sec): 3 clusters
  Score: Raw -2806068.557728 + Penalty 3344.870173 = -2802723.687555
  nChanged 1
		SP:Iteration 73Q (44032.820000 sec): 3 clusters
  Score: Raw -2806068.578087 + Penalty 3344.870173 = -2802723.707913
  nChanged 1
		SP:Iteration 74Q (44033.130000 sec): 3 clusters
  Score: Raw -2806068.588598 + Penalty 3344.870173 = -2802723.718425
  nChanged 0
		SP:Iteration 75F (44033.400000 sec): 3 clusters
  Score: Raw -2806068.588598 + Penalty 3344.870173 = -2802723.718425
  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 11.42 GB.

 Trying to split cluster 12 (25414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44033.640000 sec): 2 clusters
  Score: Raw -2771768.712397 + Penalty 1648.246516 = -2770120.465882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44034.000000 sec): 3 clusters
  Score: Raw -2756461.651737 + Penalty 3296.493032 = -2753165.158705
  nChanged 11664
		SP:Iteration 1F (44034.310000 sec): 3 clusters
  Score: Raw -2765331.978744 + Penalty 3296.493032 = -2762035.485712
  nChanged 2360
		SP:Iteration 2F (44034.660000 sec): 3 clusters
  Score: Raw -2767545.676093 + Penalty 3296.493032 = -2764249.183062
  nChanged 2284
		SP:Iteration 3F (44034.970000 sec): 3 clusters
  Score: Raw -2769416.413182 + Penalty 3296.493032 = -2766119.920150
  nChanged 1901
		SP:Iteration 4F (44035.280000 sec): 3 clusters
  Score: Raw -2770697.251625 + Penalty 3296.493032 = -2767400.758594
  nChanged 1493
		SP:Iteration 5F (44035.640000 sec): 3 clusters
  Score: Raw -2771494.078654 + Penalty 3296.493032 = -2768197.585622
  nChanged 1049
		SP:Iteration 6Q (44035.980000 sec): 3 clusters
  Score: Raw -2771875.866193 + Penalty 3296.493032 = -2768579.373161
  nChanged 686
		SP:Iteration 7Q (44036.300000 sec): 3 clusters
  Score: Raw -2772051.973969 + Penalty 3296.493032 = -2768755.480937
  nChanged 449
		SP:Iteration 8Q (44036.680000 sec): 3 clusters
  Score: Raw -2772145.545215 + Penalty 3296.493032 = -2768849.052184
  nChanged 324
		SP:Iteration 9Q (44037.020000 sec): 3 clusters
  Score: Raw -2772196.504734 + Penalty 3296.493032 = -2768900.011702
  nChanged 246
		SP:Iteration 10Q (44037.340000 sec): 3 clusters
  Score: Raw -2772232.659321 + Penalty 3296.493032 = -2768936.166289
  nChanged 205
		SP:Iteration 11Q (44037.680000 sec): 3 clusters
  Score: Raw -2772265.842125 + Penalty 3296.493032 = -2768969.349093
  nChanged 211
		SP:Iteration 12Q (44038.010000 sec): 3 clusters
  Score: Raw -2772302.694378 + Penalty 3296.493032 = -2769006.201346
  nChanged 204
		SP:Iteration 13Q (44038.320000 sec): 3 clusters
  Score: Raw -2772344.054452 + Penalty 3296.493032 = -2769047.561420
  nChanged 225
		SP:Iteration 14Q (44038.690000 sec): 3 clusters
  Score: Raw -2772391.774027 + Penalty 3296.493032 = -2769095.280995
  nChanged 218
		SP:Iteration 15Q (44038.960000 sec): 3 clusters
  Score: Raw -2772442.153505 + Penalty 3296.493032 = -2769145.660473
  nChanged 231
		SP:Iteration 16Q (44039.320000 sec): 3 clusters
  Score: Raw -2772492.335557 + Penalty 3296.493032 = -2769195.842526
  nChanged 227
		SP:Iteration 17Q (44039.600000 sec): 3 clusters
  Score: Raw -2772544.480528 + Penalty 3296.493032 = -2769247.987496
  nChanged 204
		SP:Iteration 18Q (44039.930000 sec): 3 clusters
  Score: Raw -2772585.418980 + Penalty 3296.493032 = -2769288.925949
  nChanged 197
		SP:Iteration 19Q (44040.290000 sec): 3 clusters
  Score: Raw -2772629.576185 + Penalty 3296.493032 = -2769333.083153
  nChanged 213
		SP:Iteration 20F (44040.640000 sec): 3 clusters
  Score: Raw -2772680.323039 + Penalty 3296.493032 = -2769383.830007
  nChanged 208
		SP:Iteration 21Q (44041.030000 sec): 3 clusters
  Score: Raw -2772735.418626 + Penalty 3296.493032 = -2769438.925594
  nChanged 220
		SP:Iteration 22Q (44041.440000 sec): 3 clusters
  Score: Raw -2772803.855524 + Penalty 3296.493032 = -2769507.362492
  nChanged 242
		SP:Iteration 23Q (44041.790000 sec): 3 clusters
  Score: Raw -2772876.294097 + Penalty 3296.493032 = -2769579.801065
  nChanged 246
		SP:Iteration 24Q (44042.140000 sec): 3 clusters
  Score: Raw -2772948.486314 + Penalty 3296.493032 = -2769651.993282
  nChanged 247
		SP:Iteration 25Q (44042.460000 sec): 3 clusters
  Score: Raw -2773026.373562 + Penalty 3296.493032 = -2769729.880530
  nChanged 265
		SP:Iteration 26Q (44042.730000 sec): 3 clusters
  Score: Raw -2773097.660311 + Penalty 3296.493032 = -2769801.167279
  nChanged 236
		SP:Iteration 27Q (44043.010000 sec): 3 clusters
  Score: Raw -2773156.656426 + Penalty 3296.493032 = -2769860.163394
  nChanged 252
		SP:Iteration 28Q (44043.340000 sec): 3 clusters
  Score: Raw -2773224.111998 + Penalty 3296.493032 = -2769927.618966
  nChanged 240
		SP:Iteration 29Q (44043.670000 sec): 3 clusters
  Score: Raw -2773295.620005 + Penalty 3296.493032 = -2769999.126973
  nChanged 245
		SP:Iteration 30Q (44043.990000 sec): 3 clusters
  Score: Raw -2773363.249722 + Penalty 3296.493032 = -2770066.756690
  nChanged 227
		SP:Iteration 31Q (44044.280000 sec): 3 clusters
  Score: Raw -2773423.931909 + Penalty 3296.493032 = -2770127.438877
  nChanged 222
		SP:Iteration 32Q (44044.630000 sec): 3 clusters
  Score: Raw -2773483.260178 + Penalty 3296.493032 = -2770186.767146
  nChanged 206
		SP:Iteration 33Q (44045.010000 sec): 3 clusters
  Score: Raw -2773533.627498 + Penalty 3296.493032 = -2770237.134466
  nChanged 167
		SP:Iteration 34Q (44045.330000 sec): 3 clusters
  Score: Raw -2773569.249732 + Penalty 3296.493032 = -2770272.756700
  nChanged 148
		SP:Iteration 35Q (44045.610000 sec): 3 clusters
  Score: Raw -2773599.796118 + Penalty 3296.493032 = -2770303.303086
  nChanged 136
		SP:Iteration 36Q (44045.900000 sec): 3 clusters
  Score: Raw -2773623.797218 + Penalty 3296.493032 = -2770327.304186
  nChanged 117
		SP:Iteration 37Q (44046.290000 sec): 3 clusters
  Score: Raw -2773642.542401 + Penalty 3296.493032 = -2770346.049370
  nChanged 100
		SP:Iteration 38Q (44046.670000 sec): 3 clusters
  Score: Raw -2773658.321679 + Penalty 3296.493032 = -2770361.828647
  nChanged 99
		SP:Iteration 39Q (44046.990000 sec): 3 clusters
  Score: Raw -2773673.803700 + Penalty 3296.493032 = -2770377.310669
  nChanged 88
		SP:Iteration 40F (44047.370000 sec): 3 clusters
  Score: Raw -2773686.134238 + Penalty 3296.493032 = -2770389.641206
  nChanged 89
		SP:Iteration 41Q (44047.720000 sec): 3 clusters
  Score: Raw -2773700.818524 + Penalty 3296.493032 = -2770404.325492
  nChanged 74
		SP:Iteration 42Q (44048.050000 sec): 3 clusters
  Score: Raw -2773713.675480 + Penalty 3296.493032 = -2770417.182448
  nChanged 66
		SP:Iteration 43Q (44048.340000 sec): 3 clusters
  Score: Raw -2773722.899101 + Penalty 3296.493032 = -2770426.406069
  nChanged 54
		SP:Iteration 44Q (44048.650000 sec): 3 clusters
  Score: Raw -2773728.542977 + Penalty 3296.493032 = -2770432.049946
  nChanged 48
		SP:Iteration 45Q (44049.010000 sec): 3 clusters
  Score: Raw -2773733.566943 + Penalty 3296.493032 = -2770437.073911
  nChanged 40
		SP:Iteration 46Q (44049.270000 sec): 3 clusters
  Score: Raw -2773737.504823 + Penalty 3296.493032 = -2770441.011791
  nChanged 40
		SP:Iteration 47Q (44049.580000 sec): 3 clusters
  Score: Raw -2773741.761511 + Penalty 3296.493032 = -2770445.268479
  nChanged 31
		SP:Iteration 48Q (44049.880000 sec): 3 clusters
  Score: Raw -2773744.070644 + Penalty 3296.493032 = -2770447.577612
  nChanged 21
		SP:Iteration 49Q (44050.230000 sec): 3 clusters
  Score: Raw -2773746.062990 + Penalty 3296.493032 = -2770449.569958
  nChanged 29
		SP:Iteration 50Q (44050.500000 sec): 3 clusters
  Score: Raw -2773748.612720 + Penalty 3296.493032 = -2770452.119689
  nChanged 25
		SP:Iteration 51Q (44050.820000 sec): 3 clusters
  Score: Raw -2773750.400473 + Penalty 3296.493032 = -2770453.907441
  nChanged 24
		SP:Iteration 52Q (44051.140000 sec): 3 clusters
  Score: Raw -2773752.483406 + Penalty 3296.493032 = -2770455.990374
  nChanged 24
		SP:Iteration 53Q (44051.450000 sec): 3 clusters
  Score: Raw -2773754.488671 + Penalty 3296.493032 = -2770457.995639
  nChanged 21
		SP:Iteration 54Q (44051.700000 sec): 3 clusters
  Score: Raw -2773755.533554 + Penalty 3296.493032 = -2770459.040522
  nChanged 14
		SP:Iteration 55Q (44052.030000 sec): 3 clusters
  Score: Raw -2773756.560419 + Penalty 3296.493032 = -2770460.067387
  nChanged 11
		SP:Iteration 56Q (44052.340000 sec): 3 clusters
  Score: Raw -2773757.248436 + Penalty 3296.493032 = -2770460.755404
  nChanged 9
		SP:Iteration 57Q (44052.620000 sec): 3 clusters
  Score: Raw -2773757.907090 + Penalty 3296.493032 = -2770461.414058
  nChanged 6
		SP:Iteration 58Q (44052.960000 sec): 3 clusters
  Score: Raw -2773758.153558 + Penalty 3296.493032 = -2770461.660526
  nChanged 2
		SP:Iteration 59Q (44053.310000 sec): 3 clusters
  Score: Raw -2773758.293883 + Penalty 3296.493032 = -2770461.800851
  nChanged 2
		SP:Iteration 60F (44053.590000 sec): 3 clusters
  Score: Raw -2773758.402881 + Penalty 3296.493032 = -2770461.909849
  nChanged 1
		SP:Iteration 61Q (44053.940000 sec): 3 clusters
  Score: Raw -2773758.496395 + Penalty 3296.493032 = -2770462.003363
  nChanged 2
		SP:Iteration 62Q (44054.290000 sec): 3 clusters
  Score: Raw -2773758.570203 + Penalty 3296.493032 = -2770462.077171
  nChanged 2
		SP:Iteration 63Q (44054.600000 sec): 3 clusters
  Score: Raw -2773758.671754 + Penalty 3296.493032 = -2770462.178722
  nChanged 1
		SP:Iteration 64Q (44054.920000 sec): 3 clusters
  Score: Raw -2773758.775764 + Penalty 3296.493032 = -2770462.282732
  nChanged 4
		SP:Iteration 65Q (44055.270000 sec): 3 clusters
  Score: Raw -2773758.982872 + Penalty 3296.493032 = -2770462.489840
  nChanged 3
		SP:Iteration 66Q (44055.570000 sec): 3 clusters
  Score: Raw -2773759.113681 + Penalty 3296.493032 = -2770462.620649
  nChanged 0
		SP:Iteration 67F (44055.940000 sec): 3 clusters
  Score: Raw -2773759.113681 + Penalty 3296.493032 = -2770462.620649
  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 11.42 GB.

 Trying to split cluster 13 (48026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44056.260000 sec): 2 clusters
  Score: Raw -5028805.837578 + Penalty 1751.668394 = -5027054.169184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44056.690000 sec): 3 clusters
  Score: Raw -4998408.408628 + Penalty 3503.336788 = -4994905.071840
  nChanged 22609
		SP:Iteration 1F (44057.120000 sec): 3 clusters
  Score: Raw -5012919.462687 + Penalty 3503.336788 = -5009416.125899
  nChanged 3372
		SP:Iteration 2F (44057.560000 sec): 3 clusters
  Score: Raw -5015091.139163 + Penalty 3503.336788 = -5011587.802375
  nChanged 3468
		SP:Iteration 3F (44057.910000 sec): 3 clusters
  Score: Raw -5017274.752810 + Penalty 3503.336788 = -5013771.416022
  nChanged 3224
		SP:Iteration 4F (44058.340000 sec): 3 clusters
  Score: Raw -5019243.814670 + Penalty 3503.336788 = -5015740.477882
  nChanged 2918
		SP:Iteration 5F (44058.700000 sec): 3 clusters
  Score: Raw -5020838.706408 + Penalty 3503.336788 = -5017335.369620
  nChanged 2427
		SP:Iteration 6F (44059.140000 sec): 3 clusters
  Score: Raw -5022076.969780 + Penalty 3503.336788 = -5018573.632991
  nChanged 1971
		SP:Iteration 7Q (44059.520000 sec): 3 clusters
  Score: Raw -5023025.315755 + Penalty 3503.336788 = -5019521.978967
  nChanged 1655
		SP:Iteration 8Q (44059.880000 sec): 3 clusters
  Score: Raw -5023724.029490 + Penalty 3503.336788 = -5020220.692702
  nChanged 1335
		SP:Iteration 9Q (44060.260000 sec): 3 clusters
  Score: Raw -5024250.813824 + Penalty 3503.336788 = -5020747.477035
  nChanged 1185
		SP:Iteration 10Q (44060.640000 sec): 3 clusters
  Score: Raw -5024695.538533 + Penalty 3503.336788 = -5021192.201745
  nChanged 1072
		SP:Iteration 11Q (44061.040000 sec): 3 clusters
  Score: Raw -5025065.950758 + Penalty 3503.336788 = -5021562.613970
  nChanged 975
		SP:Iteration 12Q (44061.420000 sec): 3 clusters
  Score: Raw -5025361.634600 + Penalty 3503.336788 = -5021858.297812
  nChanged 887
		SP:Iteration 13Q (44061.780000 sec): 3 clusters
  Score: Raw -5025612.544121 + Penalty 3503.336788 = -5022109.207333
  nChanged 822
		SP:Iteration 14Q (44062.290000 sec): 3 clusters
  Score: Raw -5025867.305757 + Penalty 3503.336788 = -5022363.968969
  nChanged 834
		SP:Iteration 15Q (44062.720000 sec): 3 clusters
  Score: Raw -5026168.227649 + Penalty 3503.336788 = -5022664.890860
  nChanged 881
		SP:Iteration 16Q (44063.070000 sec): 3 clusters
  Score: Raw -5026533.784981 + Penalty 3503.336788 = -5023030.448193
  nChanged 987
		SP:Iteration 17Q (44063.540000 sec): 3 clusters
  Score: Raw -5026997.660271 + Penalty 3503.336788 = -5023494.323483
  nChanged 1110
		SP:Iteration 18Q (44063.940000 sec): 3 clusters
  Score: Raw -5027530.073881 + Penalty 3503.336788 = -5024026.737093
  nChanged 1136
		SP:Iteration 19Q (44064.360000 sec): 3 clusters
  Score: Raw -5028069.689494 + Penalty 3503.336788 = -5024566.352706
  nChanged 1097
		SP:Iteration 20F (44064.730000 sec): 3 clusters
  Score: Raw -5028566.410267 + Penalty 3503.336788 = -5025063.073479
  nChanged 1054
		SP:Iteration 21Q (44065.110000 sec): 3 clusters
  Score: Raw -5029003.141100 + Penalty 3503.336788 = -5025499.804312
  nChanged 980
		SP:Iteration 22Q (44065.520000 sec): 3 clusters
  Score: Raw -5029386.032146 + Penalty 3503.336788 = -5025882.695358
  nChanged 867
		SP:Iteration 23Q (44065.900000 sec): 3 clusters
  Score: Raw -5029718.066936 + Penalty 3503.336788 = -5026214.730148
  nChanged 853
		SP:Iteration 24Q (44066.320000 sec): 3 clusters
  Score: Raw -5030056.271629 + Penalty 3503.336788 = -5026552.934841
  nChanged 826
		SP:Iteration 25Q (44066.730000 sec): 3 clusters
  Score: Raw -5030417.472671 + Penalty 3503.336788 = -5026914.135883
  nChanged 819
		SP:Iteration 26Q (44067.140000 sec): 3 clusters
  Score: Raw -5030779.218841 + Penalty 3503.336788 = -5027275.882053
  nChanged 829
		SP:Iteration 27Q (44067.540000 sec): 3 clusters
  Score: Raw -5031171.040343 + Penalty 3503.336788 = -5027667.703555
  nChanged 827
		SP:Iteration 28Q (44067.930000 sec): 3 clusters
  Score: Raw -5031619.414583 + Penalty 3503.336788 = -5028116.077795
  nChanged 842
		SP:Iteration 29Q (44068.310000 sec): 3 clusters
  Score: Raw -5032073.964208 + Penalty 3503.336788 = -5028570.627420
  nChanged 751
		SP:Iteration 30Q (44068.690000 sec): 3 clusters
  Score: Raw -5032496.911361 + Penalty 3503.336788 = -5028993.574572
  nChanged 659
		SP:Iteration 31Q (44069.080000 sec): 3 clusters
  Score: Raw -5032827.352192 + Penalty 3503.336788 = -5029324.015404
  nChanged 560
		SP:Iteration 32Q (44069.450000 sec): 3 clusters
  Score: Raw -5033062.455848 + Penalty 3503.336788 = -5029559.119060
  nChanged 462
		SP:Iteration 33Q (44069.840000 sec): 3 clusters
  Score: Raw -5033227.887815 + Penalty 3503.336788 = -5029724.551027
  nChanged 405
		SP:Iteration 34Q (44070.220000 sec): 3 clusters
  Score: Raw -5033357.304932 + Penalty 3503.336788 = -5029853.968143
  nChanged 338
		SP:Iteration 35Q (44070.580000 sec): 3 clusters
  Score: Raw -5033444.753178 + Penalty 3503.336788 = -5029941.416390
  nChanged 275
		SP:Iteration 36Q (44070.920000 sec): 3 clusters
  Score: Raw -5033505.357441 + Penalty 3503.336788 = -5030002.020652
  nChanged 216
		SP:Iteration 37Q (44071.360000 sec): 3 clusters
  Score: Raw -5033547.004956 + Penalty 3503.336788 = -5030043.668168
  nChanged 172
		SP:Iteration 38Q (44071.750000 sec): 3 clusters
  Score: Raw -5033577.410823 + Penalty 3503.336788 = -5030074.074035
  nChanged 144
		SP:Iteration 39Q (44072.190000 sec): 3 clusters
  Score: Raw -5033596.400847 + Penalty 3503.336788 = -5030093.064059
  nChanged 114
		SP:Iteration 40F (44072.610000 sec): 3 clusters
  Score: Raw -5033611.968759 + Penalty 3503.336788 = -5030108.631971
  nChanged 94
		SP:Iteration 41Q (44073.040000 sec): 3 clusters
  Score: Raw -5033623.380011 + Penalty 3503.336788 = -5030120.043223
  nChanged 105
		SP:Iteration 42Q (44073.430000 sec): 3 clusters
  Score: Raw -5033637.366397 + Penalty 3503.336788 = -5030134.029609
  nChanged 93
		SP:Iteration 43Q (44073.860000 sec): 3 clusters
  Score: Raw -5033647.270334 + Penalty 3503.336788 = -5030143.933546
  nChanged 69
		SP:Iteration 44Q (44074.270000 sec): 3 clusters
  Score: Raw -5033652.465933 + Penalty 3503.336788 = -5030149.129145
  nChanged 58
		SP:Iteration 45Q (44074.650000 sec): 3 clusters
  Score: Raw -5033657.124724 + Penalty 3503.336788 = -5030153.787936
  nChanged 54
		SP:Iteration 46Q (44075.030000 sec): 3 clusters
  Score: Raw -5033661.508563 + Penalty 3503.336788 = -5030158.171775
  nChanged 49
		SP:Iteration 47Q (44075.390000 sec): 3 clusters
  Score: Raw -5033665.184952 + Penalty 3503.336788 = -5030161.848164
  nChanged 34
		SP:Iteration 48Q (44075.810000 sec): 3 clusters
  Score: Raw -5033668.264872 + Penalty 3503.336788 = -5030164.928084
  nChanged 34
		SP:Iteration 49Q (44076.280000 sec): 3 clusters
  Score: Raw -5033670.653165 + Penalty 3503.336788 = -5030167.316377
  nChanged 28
		SP:Iteration 50Q (44076.780000 sec): 3 clusters
  Score: Raw -5033672.267453 + Penalty 3503.336788 = -5030168.930665
  nChanged 27
		SP:Iteration 51Q (44077.210000 sec): 3 clusters
  Score: Raw -5033673.844429 + Penalty 3503.336788 = -5030170.507640
  nChanged 28
		SP:Iteration 52Q (44077.670000 sec): 3 clusters
  Score: Raw -5033675.310929 + Penalty 3503.336788 = -5030171.974141
  nChanged 19
		SP:Iteration 53Q (44078.150000 sec): 3 clusters
  Score: Raw -5033676.352550 + Penalty 3503.336788 = -5030173.015762
  nChanged 12
		SP:Iteration 54Q (44078.640000 sec): 3 clusters
  Score: Raw -5033676.805991 + Penalty 3503.336788 = -5030173.469202
  nChanged 17
		SP:Iteration 55Q (44079.110000 sec): 3 clusters
  Score: Raw -5033677.546374 + Penalty 3503.336788 = -5030174.209586
  nChanged 19
		SP:Iteration 56Q (44079.520000 sec): 3 clusters
  Score: Raw -5033678.328602 + Penalty 3503.336788 = -5030174.991814
  nChanged 15
		SP:Iteration 57Q (44079.920000 sec): 3 clusters
  Score: Raw -5033678.952851 + Penalty 3503.336788 = -5030175.616063
  nChanged 10
		SP:Iteration 58Q (44080.320000 sec): 3 clusters
  Score: Raw -5033679.470113 + Penalty 3503.336788 = -5030176.133324
  nChanged 15
		SP:Iteration 59Q (44080.680000 sec): 3 clusters
  Score: Raw -5033680.368501 + Penalty 3503.336788 = -5030177.031712
  nChanged 14
		SP:Iteration 60F (44081.080000 sec): 3 clusters
  Score: Raw -5033681.338555 + Penalty 3503.336788 = -5030178.001767
  nChanged 20
		SP:Iteration 61Q (44081.480000 sec): 3 clusters
  Score: Raw -5033682.236284 + Penalty 3503.336788 = -5030178.899496
  nChanged 17
		SP:Iteration 62Q (44081.910000 sec): 3 clusters
  Score: Raw -5033683.228606 + Penalty 3503.336788 = -5030179.891818
  nChanged 17
		SP:Iteration 63Q (44082.380000 sec): 3 clusters
  Score: Raw -5033684.335134 + Penalty 3503.336788 = -5030180.998346
  nChanged 18
		SP:Iteration 64Q (44082.840000 sec): 3 clusters
  Score: Raw -5033685.978815 + Penalty 3503.336788 = -5030182.642027
  nChanged 24
		SP:Iteration 65Q (44083.220000 sec): 3 clusters
  Score: Raw -5033687.952880 + Penalty 3503.336788 = -5030184.616092
  nChanged 17
		SP:Iteration 66Q (44083.630000 sec): 3 clusters
  Score: Raw -5033689.111396 + Penalty 3503.336788 = -5030185.774608
  nChanged 22
		SP:Iteration 67Q (44084.080000 sec): 3 clusters
  Score: Raw -5033690.441377 + Penalty 3503.336788 = -5030187.104588
  nChanged 24
		SP:Iteration 68Q (44084.480000 sec): 3 clusters
  Score: Raw -5033692.202971 + Penalty 3503.336788 = -5030188.866183
  nChanged 18
		SP:Iteration 69Q (44084.870000 sec): 3 clusters
  Score: Raw -5033693.118353 + Penalty 3503.336788 = -5030189.781565
  nChanged 12
		SP:Iteration 70Q (44085.300000 sec): 3 clusters
  Score: Raw -5033693.655664 + Penalty 3503.336788 = -5030190.318876
  nChanged 13
		SP:Iteration 71Q (44085.730000 sec): 3 clusters
  Score: Raw -5033694.409692 + Penalty 3503.336788 = -5030191.072903
  nChanged 19
		SP:Iteration 72Q (44086.150000 sec): 3 clusters
  Score: Raw -5033695.687111 + Penalty 3503.336788 = -5030192.350323
  nChanged 23
		SP:Iteration 73Q (44086.630000 sec): 3 clusters
  Score: Raw -5033696.859451 + Penalty 3503.336788 = -5030193.522663
  nChanged 14
		SP:Iteration 74Q (44086.990000 sec): 3 clusters
  Score: Raw -5033697.539890 + Penalty 3503.336788 = -5030194.203102
  nChanged 10
		SP:Iteration 75Q (44087.380000 sec): 3 clusters
  Score: Raw -5033697.930575 + Penalty 3503.336788 = -5030194.593787
  nChanged 5
		SP:Iteration 76Q (44087.810000 sec): 3 clusters
  Score: Raw -5033698.215723 + Penalty 3503.336788 = -5030194.878935
  nChanged 12
		SP:Iteration 77Q (44088.150000 sec): 3 clusters
  Score: Raw -5033699.035670 + Penalty 3503.336788 = -5030195.698882
  nChanged 17
		SP:Iteration 78Q (44088.620000 sec): 3 clusters
  Score: Raw -5033700.059130 + Penalty 3503.336788 = -5030196.722342
  nChanged 19
		SP:Iteration 79Q (44089.000000 sec): 3 clusters
  Score: Raw -5033700.988245 + Penalty 3503.336788 = -5030197.651457
  nChanged 13
		SP:Iteration 80F (44089.510000 sec): 3 clusters
  Score: Raw -5033701.888651 + Penalty 3503.336788 = -5030198.551863
  nChanged 14
		SP:Iteration 81Q (44089.870000 sec): 3 clusters
  Score: Raw -5033702.808064 + Penalty 3503.336788 = -5030199.471276
  nChanged 23
		SP:Iteration 82Q (44090.300000 sec): 3 clusters
  Score: Raw -5033704.487774 + Penalty 3503.336788 = -5030201.150985
  nChanged 29
		SP:Iteration 83Q (44090.730000 sec): 3 clusters
  Score: Raw -5033706.478737 + Penalty 3503.336788 = -5030203.141948
  nChanged 24
		SP:Iteration 84Q (44091.100000 sec): 3 clusters
  Score: Raw -5033707.990833 + Penalty 3503.336788 = -5030204.654044
  nChanged 25
		SP:Iteration 85Q (44091.510000 sec): 3 clusters
  Score: Raw -5033709.561542 + Penalty 3503.336788 = -5030206.224754
  nChanged 21
		SP:Iteration 86Q (44091.920000 sec): 3 clusters
  Score: Raw -5033710.988680 + Penalty 3503.336788 = -5030207.651892
  nChanged 22
		SP:Iteration 87Q (44092.320000 sec): 3 clusters
  Score: Raw -5033712.203476 + Penalty 3503.336788 = -5030208.866687
  nChanged 16
		SP:Iteration 88Q (44092.790000 sec): 3 clusters
  Score: Raw -5033713.453083 + Penalty 3503.336788 = -5030210.116295
  nChanged 16
		SP:Iteration 89Q (44093.190000 sec): 3 clusters
  Score: Raw -5033714.405585 + Penalty 3503.336788 = -5030211.068796
  nChanged 20
		SP:Iteration 90Q (44093.610000 sec): 3 clusters
  Score: Raw -5033715.760560 + Penalty 3503.336788 = -5030212.423772
  nChanged 21
		SP:Iteration 91Q (44094.050000 sec): 3 clusters
  Score: Raw -5033717.102547 + Penalty 3503.336788 = -5030213.765758
  nChanged 17
		SP:Iteration 92Q (44094.470000 sec): 3 clusters
  Score: Raw -5033718.110059 + Penalty 3503.336788 = -5030214.773270
  nChanged 23
		SP:Iteration 93Q (44094.910000 sec): 3 clusters
  Score: Raw -5033719.841739 + Penalty 3503.336788 = -5030216.504951
  nChanged 27
		SP:Iteration 94Q (44095.330000 sec): 3 clusters
  Score: Raw -5033721.727114 + Penalty 3503.336788 = -5030218.390326
  nChanged 22
		SP:Iteration 95Q (44095.760000 sec): 3 clusters
  Score: Raw -5033723.096785 + Penalty 3503.336788 = -5030219.759996
  nChanged 16
		SP:Iteration 96Q (44096.140000 sec): 3 clusters
  Score: Raw -5033723.843788 + Penalty 3503.336788 = -5030220.507000
  nChanged 18
		SP:Iteration 97Q (44096.540000 sec): 3 clusters
  Score: Raw -5033724.741727 + Penalty 3503.336788 = -5030221.404939
  nChanged 10
		SP:Iteration 98Q (44096.960000 sec): 3 clusters
  Score: Raw -5033725.319987 + Penalty 3503.336788 = -5030221.983199
  nChanged 9
		SP:Iteration 99Q (44097.310000 sec): 3 clusters
  Score: Raw -5033725.730995 + Penalty 3503.336788 = -5030222.394207
  nChanged 6
		SP:Iteration 100F (44097.700000 sec): 3 clusters
  Score: Raw -5033726.007627 + Penalty 3503.336788 = -5030222.670838
  nChanged 5
		SP:Iteration 101Q (44098.110000 sec): 3 clusters
  Score: Raw -5033726.228241 + Penalty 3503.336788 = -5030222.891453
  nChanged 6
		SP:Iteration 102Q (44098.510000 sec): 3 clusters
  Score: Raw -5033726.581215 + Penalty 3503.336788 = -5030223.244427
  nChanged 5
		SP:Iteration 103Q (44098.860000 sec): 3 clusters
  Score: Raw -5033726.735019 + Penalty 3503.336788 = -5030223.398231
  nChanged 6
		SP:Iteration 104Q (44099.250000 sec): 3 clusters
  Score: Raw -5033727.100192 + Penalty 3503.336788 = -5030223.763404
  nChanged 6
		SP:Iteration 105Q (44099.670000 sec): 3 clusters
  Score: Raw -5033727.432849 + Penalty 3503.336788 = -5030224.096060
  nChanged 7
		SP:Iteration 106Q (44100.060000 sec): 3 clusters
  Score: Raw -5033727.743871 + Penalty 3503.336788 = -5030224.407083
  nChanged 4
		SP:Iteration 107Q (44100.430000 sec): 3 clusters
  Score: Raw -5033727.988205 + Penalty 3503.336788 = -5030224.651417
  nChanged 3
		SP:Iteration 108Q (44100.800000 sec): 3 clusters
  Score: Raw -5033728.499247 + Penalty 3503.336788 = -5030225.162459
  nChanged 7
		SP:Iteration 109Q (44101.150000 sec): 3 clusters
  Score: Raw -5033728.922425 + Penalty 3503.336788 = -5030225.585637
  nChanged 6
		SP:Iteration 110Q (44101.490000 sec): 3 clusters
  Score: Raw -5033729.202748 + Penalty 3503.336788 = -5030225.865959
  nChanged 3
		SP:Iteration 111Q (44101.860000 sec): 3 clusters
  Score: Raw -5033729.297574 + Penalty 3503.336788 = -5030225.960785
  nChanged 2
		SP:Iteration 112Q (44102.310000 sec): 3 clusters
  Score: Raw -5033729.366492 + Penalty 3503.336788 = -5030226.029703
  nChanged 0
		SP:Iteration 113F (44102.660000 sec): 3 clusters
  Score: Raw -5033729.366492 + Penalty 3503.336788 = -5030226.029703
  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 11.42 GB.

 Trying to split cluster 14 (203800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44103.630000 sec): 2 clusters
  Score: Raw -21317800.130132 + Penalty 1986.545340 = -21315813.584792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44104.670000 sec): 3 clusters
  Score: Raw -21182780.188523 + Penalty 3973.090680 = -21178807.097843
  nChanged 98328
		SP:Iteration 1F (44105.740000 sec): 3 clusters
  Score: Raw -21244558.106981 + Penalty 3973.090680 = -21240585.016301
  nChanged 10640
		SP:Iteration 2F (44106.940000 sec): 3 clusters
  Score: Raw -21250037.284929 + Penalty 3973.090680 = -21246064.194249
  nChanged 13050
		SP:Iteration 3F (44108.040000 sec): 3 clusters
  Score: Raw -21258304.513959 + Penalty 3973.090680 = -21254331.423279
  nChanged 14840
		SP:Iteration 4F (44109.120000 sec): 3 clusters
  Score: Raw -21268792.403130 + Penalty 3973.090680 = -21264819.312450
  nChanged 15106
		SP:Iteration 5F (44110.180000 sec): 3 clusters
  Score: Raw -21279899.347488 + Penalty 3973.090680 = -21275926.256808
  nChanged 13536
		SP:Iteration 6F (44111.270000 sec): 3 clusters
  Score: Raw -21289584.733273 + Penalty 3973.090680 = -21285611.642593
  nChanged 10928
		SP:Iteration 7F (44112.360000 sec): 3 clusters
  Score: Raw -21296605.120920 + Penalty 3973.090680 = -21292632.030240
  nChanged 8237
		SP:Iteration 8Q (44113.470000 sec): 3 clusters
  Score: Raw -21301239.348226 + Penalty 3973.090680 = -21297266.257546
  nChanged 6017
		SP:Iteration 9Q (44114.670000 sec): 3 clusters
  Score: Raw -21304108.833487 + Penalty 3973.090680 = -21300135.742807
  nChanged 4507
		SP:Iteration 10Q (44115.740000 sec): 3 clusters
  Score: Raw -21306117.462766 + Penalty 3973.090680 = -21302144.372086
  nChanged 3689
		SP:Iteration 11Q (44116.900000 sec): 3 clusters
  Score: Raw -21307682.973486 + Penalty 3973.090680 = -21303709.882806
  nChanged 3235
		SP:Iteration 12Q (44117.930000 sec): 3 clusters
  Score: Raw -21309019.335037 + Penalty 3973.090680 = -21305046.244357
  nChanged 2969
		SP:Iteration 13Q (44118.930000 sec): 3 clusters
  Score: Raw -21310223.692856 + Penalty 3973.090680 = -21306250.602176
  nChanged 2797
		SP:Iteration 14Q (44120.080000 sec): 3 clusters
  Score: Raw -21311342.860343 + Penalty 3973.090680 = -21307369.769663
  nChanged 2599
		SP:Iteration 15Q (44121.340000 sec): 3 clusters
  Score: Raw -21312326.910186 + Penalty 3973.090680 = -21308353.819506
  nChanged 2442
		SP:Iteration 16Q (44122.420000 sec): 3 clusters
  Score: Raw -21313196.744048 + Penalty 3973.090680 = -21309223.653368
  nChanged 2198
		SP:Iteration 17Q (44123.760000 sec): 3 clusters
  Score: Raw -21313940.679422 + Penalty 3973.090680 = -21309967.588742
  nChanged 2069
		SP:Iteration 18Q (44124.800000 sec): 3 clusters
  Score: Raw -21314600.576561 + Penalty 3973.090680 = -21310627.485881
  nChanged 1884
		SP:Iteration 19Q (44125.800000 sec): 3 clusters
  Score: Raw -21315190.179346 + Penalty 3973.090680 = -21311217.088666
  nChanged 1829
		SP:Iteration 20F (44126.950000 sec): 3 clusters
  Score: Raw -21315762.911036 + Penalty 3973.090680 = -21311789.820356
  nChanged 1710
		SP:Iteration 21Q (44127.950000 sec): 3 clusters
  Score: Raw -21316292.996935 + Penalty 3973.090680 = -21312319.906255
  nChanged 1591
		SP:Iteration 22Q (44128.990000 sec): 3 clusters
  Score: Raw -21316782.314127 + Penalty 3973.090680 = -21312809.223447
  nChanged 1476
		SP:Iteration 23Q (44130.000000 sec): 3 clusters
  Score: Raw -21317225.561213 + Penalty 3973.090680 = -21313252.470533
  nChanged 1348
		SP:Iteration 24Q (44131.030000 sec): 3 clusters
  Score: Raw -21317619.080620 + Penalty 3973.090680 = -21313645.989940
  nChanged 1207
		SP:Iteration 25Q (44132.080000 sec): 3 clusters
  Score: Raw -21317956.180975 + Penalty 3973.090680 = -21313983.090295
  nChanged 1135
		SP:Iteration 26Q (44133.020000 sec): 3 clusters
  Score: Raw -21318280.542775 + Penalty 3973.090680 = -21314307.452095
  nChanged 1071
		SP:Iteration 27Q (44134.040000 sec): 3 clusters
  Score: Raw -21318591.996331 + Penalty 3973.090680 = -21314618.905651
  nChanged 935
		SP:Iteration 28Q (44135.000000 sec): 3 clusters
  Score: Raw -21318854.197814 + Penalty 3973.090680 = -21314881.107134
  nChanged 819
		SP:Iteration 29Q (44136.120000 sec): 3 clusters
  Score: Raw -21319083.093285 + Penalty 3973.090680 = -21315110.002605
  nChanged 748
		SP:Iteration 30Q (44137.180000 sec): 3 clusters
  Score: Raw -21319294.745752 + Penalty 3973.090680 = -21315321.655072
  nChanged 636
		SP:Iteration 31Q (44138.280000 sec): 3 clusters
  Score: Raw -21319466.445113 + Penalty 3973.090680 = -21315493.354433
  nChanged 569
		SP:Iteration 32Q (44139.370000 sec): 3 clusters
  Score: Raw -21319623.521751 + Penalty 3973.090680 = -21315650.431071
  nChanged 528
		SP:Iteration 33Q (44140.360000 sec): 3 clusters
  Score: Raw -21319774.697439 + Penalty 3973.090680 = -21315801.606759
  nChanged 475
		SP:Iteration 34Q (44141.370000 sec): 3 clusters
  Score: Raw -21319910.215009 + Penalty 3973.090680 = -21315937.124329
  nChanged 443
		SP:Iteration 35Q (44142.320000 sec): 3 clusters
  Score: Raw -21320022.414885 + Penalty 3973.090680 = -21316049.324205
  nChanged 346
		SP:Iteration 36Q (44143.350000 sec): 3 clusters
  Score: Raw -21320103.736798 + Penalty 3973.090680 = -21316130.646118
  nChanged 304
		SP:Iteration 37Q (44144.340000 sec): 3 clusters
  Score: Raw -21320173.806656 + Penalty 3973.090680 = -21316200.715976
  nChanged 269
		SP:Iteration 38Q (44145.320000 sec): 3 clusters
  Score: Raw -21320239.954823 + Penalty 3973.090680 = -21316266.864144
  nChanged 225
		SP:Iteration 39Q (44146.240000 sec): 3 clusters
  Score: Raw -21320287.863169 + Penalty 3973.090680 = -21316314.772489
  nChanged 188
		SP:Iteration 40F (44147.340000 sec): 3 clusters
  Score: Raw -21320328.380842 + Penalty 3973.090680 = -21316355.290162
  nChanged 171
		SP:Iteration 41Q (44148.290000 sec): 3 clusters
  Score: Raw -21320369.889868 + Penalty 3973.090680 = -21316396.799188
  nChanged 152
		SP:Iteration 42Q (44149.190000 sec): 3 clusters
  Score: Raw -21320408.154322 + Penalty 3973.090680 = -21316435.063642
  nChanged 152
		SP:Iteration 43Q (44150.110000 sec): 3 clusters
  Score: Raw -21320443.657747 + Penalty 3973.090680 = -21316470.567067
  nChanged 149
		SP:Iteration 44Q (44151.380000 sec): 3 clusters
  Score: Raw -21320480.910595 + Penalty 3973.090680 = -21316507.819915
  nChanged 146
		SP:Iteration 45Q (44152.530000 sec): 3 clusters
  Score: Raw -21320520.439108 + Penalty 3973.090680 = -21316547.348428
  nChanged 147
		SP:Iteration 46Q (44153.820000 sec): 3 clusters
  Score: Raw -21320561.355889 + Penalty 3973.090680 = -21316588.265209
  nChanged 144
		SP:Iteration 47Q (44154.860000 sec): 3 clusters
  Score: Raw -21320601.963262 + Penalty 3973.090680 = -21316628.872582
  nChanged 158
		SP:Iteration 48Q (44155.830000 sec): 3 clusters
  Score: Raw -21320640.404790 + Penalty 3973.090680 = -21316667.314111
  nChanged 130
		SP:Iteration 49Q (44156.940000 sec): 3 clusters
  Score: Raw -21320666.281903 + Penalty 3973.090680 = -21316693.191224
  nChanged 104
		SP:Iteration 50Q (44157.940000 sec): 3 clusters
  Score: Raw -21320686.887024 + Penalty 3973.090680 = -21316713.796344
  nChanged 108
		SP:Iteration 51Q (44158.880000 sec): 3 clusters
  Score: Raw -21320706.182300 + Penalty 3973.090680 = -21316733.091621
  nChanged 104
		SP:Iteration 52Q (44159.770000 sec): 3 clusters
  Score: Raw -21320723.700679 + Penalty 3973.090680 = -21316750.609999
  nChanged 91
		SP:Iteration 53Q (44160.640000 sec): 3 clusters
  Score: Raw -21320737.138096 + Penalty 3973.090680 = -21316764.047416
  nChanged 76
		SP:Iteration 54Q (44161.490000 sec): 3 clusters
  Score: Raw -21320750.276063 + Penalty 3973.090680 = -21316777.185383
  nChanged 75
		SP:Iteration 55Q (44162.380000 sec): 3 clusters
  Score: Raw -21320760.389803 + Penalty 3973.090680 = -21316787.299123
  nChanged 71
		SP:Iteration 56Q (44163.200000 sec): 3 clusters
  Score: Raw -21320769.647514 + Penalty 3973.090680 = -21316796.556834
  nChanged 58
		SP:Iteration 57Q (44164.050000 sec): 3 clusters
  Score: Raw -21320777.326461 + Penalty 3973.090680 = -21316804.235781
  nChanged 54
		SP:Iteration 58Q (44164.910000 sec): 3 clusters
  Score: Raw -21320783.796921 + Penalty 3973.090680 = -21316810.706241
  nChanged 57
		SP:Iteration 59Q (44165.840000 sec): 3 clusters
  Score: Raw -21320790.972371 + Penalty 3973.090680 = -21316817.881691
  nChanged 56
		SP:Iteration 60F (44166.780000 sec): 3 clusters
  Score: Raw -21320797.663647 + Penalty 3973.090680 = -21316824.572967
  nChanged 51
		SP:Iteration 61Q (44167.720000 sec): 3 clusters
  Score: Raw -21320804.671638 + Penalty 3973.090680 = -21316831.580958
  nChanged 56
		SP:Iteration 62Q (44168.610000 sec): 3 clusters
  Score: Raw -21320811.202538 + Penalty 3973.090680 = -21316838.111858
  nChanged 50
		SP:Iteration 63Q (44169.470000 sec): 3 clusters
  Score: Raw -21320814.758904 + Penalty 3973.090680 = -21316841.668224
  nChanged 32
		SP:Iteration 64Q (44170.350000 sec): 3 clusters
  Score: Raw -21320816.933795 + Penalty 3973.090680 = -21316843.843115
  nChanged 30
		SP:Iteration 65Q (44171.220000 sec): 3 clusters
  Score: Raw -21320819.523895 + Penalty 3973.090680 = -21316846.433215
  nChanged 25
		SP:Iteration 66Q (44172.020000 sec): 3 clusters
  Score: Raw -21320821.960317 + Penalty 3973.090680 = -21316848.869637
  nChanged 28
		SP:Iteration 67Q (44172.940000 sec): 3 clusters
  Score: Raw -21320824.812746 + Penalty 3973.090680 = -21316851.722066
  nChanged 21
		SP:Iteration 68Q (44173.860000 sec): 3 clusters
  Score: Raw -21320826.410297 + Penalty 3973.090680 = -21316853.319617
  nChanged 17
		SP:Iteration 69Q (44174.880000 sec): 3 clusters
  Score: Raw -21320827.603665 + Penalty 3973.090680 = -21316854.512985
  nChanged 12
		SP:Iteration 70Q (44175.880000 sec): 3 clusters
  Score: Raw -21320828.506153 + Penalty 3973.090680 = -21316855.415473
  nChanged 12
		SP:Iteration 71Q (44176.840000 sec): 3 clusters
  Score: Raw -21320829.522910 + Penalty 3973.090680 = -21316856.432230
  nChanged 12
		SP:Iteration 72Q (44177.820000 sec): 3 clusters
  Score: Raw -21320830.515048 + Penalty 3973.090680 = -21316857.424368
  nChanged 15
		SP:Iteration 73Q (44178.700000 sec): 3 clusters
  Score: Raw -21320831.599780 + Penalty 3973.090680 = -21316858.509100
  nChanged 13
		SP:Iteration 74Q (44179.640000 sec): 3 clusters
  Score: Raw -21320832.394487 + Penalty 3973.090680 = -21316859.303807
  nChanged 5
		SP:Iteration 75Q (44180.560000 sec): 3 clusters
  Score: Raw -21320832.674870 + Penalty 3973.090680 = -21316859.584190
  nChanged 4
		SP:Iteration 76Q (44181.490000 sec): 3 clusters
  Score: Raw -21320832.878841 + Penalty 3973.090680 = -21316859.788161
  nChanged 3
		SP:Iteration 77Q (44182.410000 sec): 3 clusters
  Score: Raw -21320833.014463 + Penalty 3973.090680 = -21316859.923783
  nChanged 3
		SP:Iteration 78Q (44183.370000 sec): 3 clusters
  Score: Raw -21320833.298456 + Penalty 3973.090680 = -21316860.207776
  nChanged 7
		SP:Iteration 79Q (44184.280000 sec): 3 clusters
  Score: Raw -21320833.667742 + Penalty 3973.090680 = -21316860.577062
  nChanged 5
		SP:Iteration 80F (44185.430000 sec): 3 clusters
  Score: Raw -21320833.933884 + Penalty 3973.090680 = -21316860.843205
  nChanged 7
		SP:Iteration 81Q (44186.390000 sec): 3 clusters
  Score: Raw -21320834.438807 + Penalty 3973.090680 = -21316861.348127
  nChanged 7
		SP:Iteration 82Q (44187.430000 sec): 3 clusters
  Score: Raw -21320834.837967 + Penalty 3973.090680 = -21316861.747288
  nChanged 3
		SP:Iteration 83Q (44188.460000 sec): 3 clusters
  Score: Raw -21320834.994677 + Penalty 3973.090680 = -21316861.903997
  nChanged 0
		SP:Iteration 84F (44189.530000 sec): 3 clusters
  Score: Raw -21320834.994677 + Penalty 3973.090680 = -21316861.903997
  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 11.42 GB.

 Trying to split cluster 15 (108225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44190.080000 sec): 2 clusters
  Score: Raw -11634379.724330 + Penalty 1883.694747 = -11632496.029583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44190.750000 sec): 3 clusters
  Score: Raw -11563519.931905 + Penalty 3767.389494 = -11559752.542411
  nChanged 52054
		SP:Iteration 1F (44191.500000 sec): 3 clusters
  Score: Raw -11594659.212224 + Penalty 3767.389494 = -11590891.822730
  nChanged 4644
		SP:Iteration 2Q (44192.140000 sec): 3 clusters
  Score: Raw -11596408.809159 + Penalty 3767.389494 = -11592641.419665
  nChanged 5360
		SP:Iteration 3Q (44192.760000 sec): 3 clusters
  Score: Raw -11598702.381369 + Penalty 3767.389494 = -11594934.991876
  nChanged 5692
		SP:Iteration 4F (44193.380000 sec): 3 clusters
  Score: Raw -11601371.845962 + Penalty 3767.389494 = -11597604.456468
  nChanged 5881
		SP:Iteration 5F (44194.040000 sec): 3 clusters
  Score: Raw -11604194.153880 + Penalty 3767.389494 = -11600426.764387
  nChanged 5826
		SP:Iteration 6F (44194.710000 sec): 3 clusters
  Score: Raw -11606975.008257 + Penalty 3767.389494 = -11603207.618764
  nChanged 5541
		SP:Iteration 7F (44195.360000 sec): 3 clusters
  Score: Raw -11609502.460608 + Penalty 3767.389494 = -11605735.071115
  nChanged 5016
		SP:Iteration 8Q (44196.020000 sec): 3 clusters
  Score: Raw -11611652.671728 + Penalty 3767.389494 = -11607885.282235
  nChanged 4556
		SP:Iteration 9Q (44196.780000 sec): 3 clusters
  Score: Raw -11613588.576620 + Penalty 3767.389494 = -11609821.187126
  nChanged 4028
		SP:Iteration 10Q (44197.470000 sec): 3 clusters
  Score: Raw -11615286.871227 + Penalty 3767.389494 = -11611519.481733
  nChanged 3683
		SP:Iteration 11Q (44198.140000 sec): 3 clusters
  Score: Raw -11616763.415107 + Penalty 3767.389494 = -11612996.025614
  nChanged 3299
		SP:Iteration 12Q (44198.810000 sec): 3 clusters
  Score: Raw -11618000.624699 + Penalty 3767.389494 = -11614233.235206
  nChanged 2783
		SP:Iteration 13Q (44199.460000 sec): 3 clusters
  Score: Raw -11618938.504989 + Penalty 3767.389494 = -11615171.115496
  nChanged 2363
		SP:Iteration 14Q (44200.100000 sec): 3 clusters
  Score: Raw -11619670.644267 + Penalty 3767.389494 = -11615903.254774
  nChanged 2015
		SP:Iteration 15Q (44200.750000 sec): 3 clusters
  Score: Raw -11620265.889020 + Penalty 3767.389494 = -11616498.499526
  nChanged 1809
		SP:Iteration 16Q (44201.350000 sec): 3 clusters
  Score: Raw -11620817.318196 + Penalty 3767.389494 = -11617049.928703
  nChanged 1756
		SP:Iteration 17Q (44202.030000 sec): 3 clusters
  Score: Raw -11621361.051127 + Penalty 3767.389494 = -11617593.661634
  nChanged 1710
		SP:Iteration 18Q (44202.760000 sec): 3 clusters
  Score: Raw -11621912.655753 + Penalty 3767.389494 = -11618145.266260
  nChanged 1733
		SP:Iteration 19Q (44203.530000 sec): 3 clusters
  Score: Raw -11622482.159980 + Penalty 3767.389494 = -11618714.770486
  nChanged 1853
		SP:Iteration 20F (44204.230000 sec): 3 clusters
  Score: Raw -11623148.699433 + Penalty 3767.389494 = -11619381.309939
  nChanged 1897
		SP:Iteration 21Q (44204.980000 sec): 3 clusters
  Score: Raw -11623861.564860 + Penalty 3767.389494 = -11620094.175366
  nChanged 1964
		SP:Iteration 22Q (44205.670000 sec): 3 clusters
  Score: Raw -11624653.703688 + Penalty 3767.389494 = -11620886.314194
  nChanged 1960
		SP:Iteration 23Q (44206.420000 sec): 3 clusters
  Score: Raw -11625493.306788 + Penalty 3767.389494 = -11621725.917294
  nChanged 1947
		SP:Iteration 24Q (44207.070000 sec): 3 clusters
  Score: Raw -11626366.642400 + Penalty 3767.389494 = -11622599.252906
  nChanged 1980
		SP:Iteration 25Q (44207.810000 sec): 3 clusters
  Score: Raw -11627288.520920 + Penalty 3767.389494 = -11623521.131426
  nChanged 1922
		SP:Iteration 26Q (44208.460000 sec): 3 clusters
  Score: Raw -11628237.419614 + Penalty 3767.389494 = -11624470.030120
  nChanged 1874
		SP:Iteration 27Q (44209.070000 sec): 3 clusters
  Score: Raw -11629237.356118 + Penalty 3767.389494 = -11625469.966624
  nChanged 1847
		SP:Iteration 28Q (44209.660000 sec): 3 clusters
  Score: Raw -11630364.070723 + Penalty 3767.389494 = -11626596.681229
  nChanged 1764
		SP:Iteration 29Q (44210.290000 sec): 3 clusters
  Score: Raw -11631669.966217 + Penalty 3767.389494 = -11627902.576724
  nChanged 1611
		SP:Iteration 30Q (44210.900000 sec): 3 clusters
  Score: Raw -11633104.897302 + Penalty 3767.389494 = -11629337.507808
  nChanged 1396
		SP:Iteration 31Q (44211.510000 sec): 3 clusters
  Score: Raw -11634534.863633 + Penalty 3767.389494 = -11630767.474139
  nChanged 1145
		SP:Iteration 32Q (44212.100000 sec): 3 clusters
  Score: Raw -11635392.495224 + Penalty 3767.389494 = -11631625.105730
  nChanged 843
		SP:Iteration 33Q (44212.680000 sec): 3 clusters
  Score: Raw -11635791.529086 + Penalty 3767.389494 = -11632024.139593
  nChanged 614
		SP:Iteration 34Q (44213.320000 sec): 3 clusters
  Score: Raw -11636001.448693 + Penalty 3767.389494 = -11632234.059200
  nChanged 445
		SP:Iteration 35Q (44213.950000 sec): 3 clusters
  Score: Raw -11636112.126984 + Penalty 3767.389494 = -11632344.737490
  nChanged 359
		SP:Iteration 36Q (44214.570000 sec): 3 clusters
  Score: Raw -11636185.007027 + Penalty 3767.389494 = -11632417.617533
  nChanged 271
		SP:Iteration 37Q (44215.160000 sec): 3 clusters
  Score: Raw -11636224.028445 + Penalty 3767.389494 = -11632456.638952
  nChanged 205
		SP:Iteration 38Q (44215.710000 sec): 3 clusters
  Score: Raw -11636249.895251 + Penalty 3767.389494 = -11632482.505758
  nChanged 171
		SP:Iteration 39Q (44216.210000 sec): 3 clusters
  Score: Raw -11636270.230332 + Penalty 3767.389494 = -11632502.840839
  nChanged 156
		SP:Iteration 40F (44216.830000 sec): 3 clusters
  Score: Raw -11636289.872935 + Penalty 3767.389494 = -11632522.483441
  nChanged 142
		SP:Iteration 41Q (44217.410000 sec): 3 clusters
  Score: Raw -11636303.927955 + Penalty 3767.389494 = -11632536.538461
  nChanged 137
		SP:Iteration 42Q (44218.020000 sec): 3 clusters
  Score: Raw -11636317.631916 + Penalty 3767.389494 = -11632550.242422
  nChanged 113
		SP:Iteration 43Q (44218.590000 sec): 3 clusters
  Score: Raw -11636328.610365 + Penalty 3767.389494 = -11632561.220872
  nChanged 107
		SP:Iteration 44Q (44219.200000 sec): 3 clusters
  Score: Raw -11636339.249643 + Penalty 3767.389494 = -11632571.860150
  nChanged 107
		SP:Iteration 45Q (44219.730000 sec): 3 clusters
  Score: Raw -11636351.462840 + Penalty 3767.389494 = -11632584.073347
  nChanged 119
		SP:Iteration 46Q (44220.310000 sec): 3 clusters
  Score: Raw -11636365.329379 + Penalty 3767.389494 = -11632597.939885
  nChanged 118
		SP:Iteration 47Q (44220.910000 sec): 3 clusters
  Score: Raw -11636378.879569 + Penalty 3767.389494 = -11632611.490076
  nChanged 105
		SP:Iteration 48Q (44221.550000 sec): 3 clusters
  Score: Raw -11636389.762399 + Penalty 3767.389494 = -11632622.372905
  nChanged 101
		SP:Iteration 49Q (44222.190000 sec): 3 clusters
  Score: Raw -11636400.239192 + Penalty 3767.389494 = -11632632.849698
  nChanged 96
		SP:Iteration 50Q (44222.770000 sec): 3 clusters
  Score: Raw -11636410.314960 + Penalty 3767.389494 = -11632642.925467
  nChanged 85
		SP:Iteration 51Q (44223.480000 sec): 3 clusters
  Score: Raw -11636418.119973 + Penalty 3767.389494 = -11632650.730479
  nChanged 79
		SP:Iteration 52Q (44224.100000 sec): 3 clusters
  Score: Raw -11636424.530834 + Penalty 3767.389494 = -11632657.141341
  nChanged 64
		SP:Iteration 53Q (44224.780000 sec): 3 clusters
  Score: Raw -11636429.099170 + Penalty 3767.389494 = -11632661.709677
  nChanged 58
		SP:Iteration 54Q (44225.400000 sec): 3 clusters
  Score: Raw -11636433.977493 + Penalty 3767.389494 = -11632666.587999
  nChanged 42
		SP:Iteration 55Q (44226.090000 sec): 3 clusters
  Score: Raw -11636436.780467 + Penalty 3767.389494 = -11632669.390973
  nChanged 35
		SP:Iteration 56Q (44226.750000 sec): 3 clusters
  Score: Raw -11636439.328665 + Penalty 3767.389494 = -11632671.939172
  nChanged 36
		SP:Iteration 57Q (44227.310000 sec): 3 clusters
  Score: Raw -11636442.193912 + Penalty 3767.389494 = -11632674.804418
  nChanged 30
		SP:Iteration 58Q (44227.890000 sec): 3 clusters
  Score: Raw -11636443.578943 + Penalty 3767.389494 = -11632676.189450
  nChanged 23
		SP:Iteration 59Q (44228.470000 sec): 3 clusters
  Score: Raw -11636444.862631 + Penalty 3767.389494 = -11632677.473137
  nChanged 15
		SP:Iteration 60F (44229.120000 sec): 3 clusters
  Score: Raw -11636445.655818 + Penalty 3767.389494 = -11632678.266325
  nChanged 19
		SP:Iteration 61Q (44229.690000 sec): 3 clusters
  Score: Raw -11636446.649261 + Penalty 3767.389494 = -11632679.259768
  nChanged 14
		SP:Iteration 62Q (44230.290000 sec): 3 clusters
  Score: Raw -11636447.406772 + Penalty 3767.389494 = -11632680.017279
  nChanged 19
		SP:Iteration 63Q (44230.930000 sec): 3 clusters
  Score: Raw -11636448.390939 + Penalty 3767.389494 = -11632681.001446
  nChanged 15
		SP:Iteration 64Q (44231.550000 sec): 3 clusters
  Score: Raw -11636449.231410 + Penalty 3767.389494 = -11632681.841916
  nChanged 12
		SP:Iteration 65Q (44232.120000 sec): 3 clusters
  Score: Raw -11636449.818663 + Penalty 3767.389494 = -11632682.429169
  nChanged 10
		SP:Iteration 66Q (44232.790000 sec): 3 clusters
  Score: Raw -11636450.186248 + Penalty 3767.389494 = -11632682.796755
  nChanged 8
		SP:Iteration 67Q (44233.440000 sec): 3 clusters
  Score: Raw -11636450.499932 + Penalty 3767.389494 = -11632683.110438
  nChanged 9
		SP:Iteration 68Q (44234.030000 sec): 3 clusters
  Score: Raw -11636450.991721 + Penalty 3767.389494 = -11632683.602228
  nChanged 16
		SP:Iteration 69Q (44234.700000 sec): 3 clusters
  Score: Raw -11636451.901452 + Penalty 3767.389494 = -11632684.511958
  nChanged 13
		SP:Iteration 70Q (44235.390000 sec): 3 clusters
  Score: Raw -11636452.442285 + Penalty 3767.389494 = -11632685.052791
  nChanged 6
		SP:Iteration 71Q (44236.030000 sec): 3 clusters
  Score: Raw -11636452.838166 + Penalty 3767.389494 = -11632685.448673
  nChanged 6
		SP:Iteration 72Q (44236.650000 sec): 3 clusters
  Score: Raw -11636453.349734 + Penalty 3767.389494 = -11632685.960240
  nChanged 7
		SP:Iteration 73Q (44237.250000 sec): 3 clusters
  Score: Raw -11636453.779306 + Penalty 3767.389494 = -11632686.389812
  nChanged 8
		SP:Iteration 74Q (44237.910000 sec): 3 clusters
  Score: Raw -11636454.201670 + Penalty 3767.389494 = -11632686.812176
  nChanged 9
		SP:Iteration 75Q (44238.540000 sec): 3 clusters
  Score: Raw -11636454.730013 + Penalty 3767.389494 = -11632687.340520
  nChanged 12
		SP:Iteration 76Q (44239.190000 sec): 3 clusters
  Score: Raw -11636455.212565 + Penalty 3767.389494 = -11632687.823072
  nChanged 6
		SP:Iteration 77Q (44239.790000 sec): 3 clusters
  Score: Raw -11636455.414707 + Penalty 3767.389494 = -11632688.025214
  nChanged 7
		SP:Iteration 78Q (44240.400000 sec): 3 clusters
  Score: Raw -11636455.690562 + Penalty 3767.389494 = -11632688.301069
  nChanged 12
		SP:Iteration 79Q (44240.980000 sec): 3 clusters
  Score: Raw -11636456.305615 + Penalty 3767.389494 = -11632688.916122
  nChanged 13
		SP:Iteration 80F (44241.620000 sec): 3 clusters
  Score: Raw -11636457.074292 + Penalty 3767.389494 = -11632689.684798
  nChanged 13
		SP:Iteration 81Q (44242.220000 sec): 3 clusters
  Score: Raw -11636457.781264 + Penalty 3767.389494 = -11632690.391771
  nChanged 12
		SP:Iteration 82Q (44242.870000 sec): 3 clusters
  Score: Raw -11636458.414776 + Penalty 3767.389494 = -11632691.025282
  nChanged 8
		SP:Iteration 83Q (44243.390000 sec): 3 clusters
  Score: Raw -11636459.082247 + Penalty 3767.389494 = -11632691.692753
  nChanged 11
		SP:Iteration 84Q (44243.980000 sec): 3 clusters
  Score: Raw -11636459.716510 + Penalty 3767.389494 = -11632692.327017
  nChanged 9
		SP:Iteration 85Q (44244.600000 sec): 3 clusters
  Score: Raw -11636460.051436 + Penalty 3767.389494 = -11632692.661942
  nChanged 4
		SP:Iteration 86Q (44245.220000 sec): 3 clusters
  Score: Raw -11636460.154950 + Penalty 3767.389494 = -11632692.765456
  nChanged 2
		SP:Iteration 87Q (44245.820000 sec): 3 clusters
  Score: Raw -11636460.251615 + Penalty 3767.389494 = -11632692.862122
  nChanged 3
		SP:Iteration 88Q (44246.380000 sec): 3 clusters
  Score: Raw -11636460.424446 + Penalty 3767.389494 = -11632693.034953
  nChanged 3
		SP:Iteration 89Q (44246.980000 sec): 3 clusters
  Score: Raw -11636460.524321 + Penalty 3767.389494 = -11632693.134827
  nChanged 2
		SP:Iteration 90Q (44247.550000 sec): 3 clusters
  Score: Raw -11636460.650459 + Penalty 3767.389494 = -11632693.260965
  nChanged 1
		SP:Iteration 91Q (44248.110000 sec): 3 clusters
  Score: Raw -11636460.709195 + Penalty 3767.389494 = -11632693.319701
  nChanged 2
		SP:Iteration 92Q (44248.730000 sec): 3 clusters
  Score: Raw -11636460.783073 + Penalty 3767.389494 = -11632693.393579
  nChanged 0
		SP:Iteration 93F (44249.390000 sec): 3 clusters
  Score: Raw -11636460.783073 + Penalty 3767.389494 = -11632693.393579
  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 11.42 GB.

 Trying to split cluster 16 (18631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44249.570000 sec): 2 clusters
  Score: Raw -2035878.132807 + Penalty 1597.794598 = -2034280.338210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44249.810000 sec): 3 clusters
  Score: Raw -2024760.561750 + Penalty 3195.589195 = -2021564.972555
  nChanged 8357
		SP:Iteration 1F (44250.060000 sec): 3 clusters
  Score: Raw -2029589.745189 + Penalty 3195.589195 = -2026394.155993
  nChanged 1253
		SP:Iteration 2F (44250.340000 sec): 3 clusters
  Score: Raw -2030301.883571 + Penalty 3195.589195 = -2027106.294376
  nChanged 1261
		SP:Iteration 3F (44250.580000 sec): 3 clusters
  Score: Raw -2031137.731125 + Penalty 3195.589195 = -2027942.141930
  nChanged 1262
		SP:Iteration 4F (44250.830000 sec): 3 clusters
  Score: Raw -2032045.969715 + Penalty 3195.589195 = -2028850.380520
  nChanged 1240
		SP:Iteration 5F (44251.090000 sec): 3 clusters
  Score: Raw -2033007.241494 + Penalty 3195.589195 = -2029811.652298
  nChanged 1146
		SP:Iteration 6F (44251.360000 sec): 3 clusters
  Score: Raw -2033819.462800 + Penalty 3195.589195 = -2030623.873605
  nChanged 926
		SP:Iteration 7Q (44251.570000 sec): 3 clusters
  Score: Raw -2034347.123089 + Penalty 3195.589195 = -2031151.533894
  nChanged 658
		SP:Iteration 8Q (44251.800000 sec): 3 clusters
  Score: Raw -2034635.057274 + Penalty 3195.589195 = -2031439.468079
  nChanged 432
		SP:Iteration 9Q (44252.090000 sec): 3 clusters
  Score: Raw -2034774.226555 + Penalty 3195.589195 = -2031578.637359
  nChanged 288
		SP:Iteration 10Q (44252.340000 sec): 3 clusters
  Score: Raw -2034853.329328 + Penalty 3195.589195 = -2031657.740132
  nChanged 237
		SP:Iteration 11Q (44252.620000 sec): 3 clusters
  Score: Raw -2034909.939625 + Penalty 3195.589195 = -2031714.350429
  nChanged 201
		SP:Iteration 12Q (44252.930000 sec): 3 clusters
  Score: Raw -2034968.427634 + Penalty 3195.589195 = -2031772.838439
  nChanged 193
		SP:Iteration 13Q (44253.180000 sec): 3 clusters
  Score: Raw -2035023.527098 + Penalty 3195.589195 = -2031827.937903
  nChanged 197
		SP:Iteration 14Q (44253.440000 sec): 3 clusters
  Score: Raw -2035080.722927 + Penalty 3195.589195 = -2031885.133731
  nChanged 217
		SP:Iteration 15Q (44253.720000 sec): 3 clusters
  Score: Raw -2035149.588477 + Penalty 3195.589195 = -2031953.999282
  nChanged 247
		SP:Iteration 16Q (44254.000000 sec): 3 clusters
  Score: Raw -2035241.529859 + Penalty 3195.589195 = -2032045.940664
  nChanged 277
		SP:Iteration 17Q (44254.260000 sec): 3 clusters
  Score: Raw -2035361.018266 + Penalty 3195.589195 = -2032165.429070
  nChanged 299
		SP:Iteration 18Q (44254.490000 sec): 3 clusters
  Score: Raw -2035499.849214 + Penalty 3195.589195 = -2032304.260019
  nChanged 320
		SP:Iteration 19Q (44254.740000 sec): 3 clusters
  Score: Raw -2035654.020286 + Penalty 3195.589195 = -2032458.431091
  nChanged 328
		SP:Iteration 20F (44255.040000 sec): 3 clusters
  Score: Raw -2035801.407686 + Penalty 3195.589195 = -2032605.818491
  nChanged 325
		SP:Iteration 21Q (44255.270000 sec): 3 clusters
  Score: Raw -2035936.767902 + Penalty 3195.589195 = -2032741.178707
  nChanged 305
		SP:Iteration 22Q (44255.530000 sec): 3 clusters
  Score: Raw -2036061.751988 + Penalty 3195.589195 = -2032866.162793
  nChanged 305
		SP:Iteration 23Q (44255.810000 sec): 3 clusters
  Score: Raw -2036189.920283 + Penalty 3195.589195 = -2032994.331087
  nChanged 284
		SP:Iteration 24Q (44256.060000 sec): 3 clusters
  Score: Raw -2036311.027839 + Penalty 3195.589195 = -2033115.438643
  nChanged 294
		SP:Iteration 25Q (44256.350000 sec): 3 clusters
  Score: Raw -2036447.378832 + Penalty 3195.589195 = -2033251.789637
  nChanged 278
		SP:Iteration 26Q (44256.620000 sec): 3 clusters
  Score: Raw -2036572.124248 + Penalty 3195.589195 = -2033376.535053
  nChanged 278
		SP:Iteration 27Q (44256.900000 sec): 3 clusters
  Score: Raw -2036726.603244 + Penalty 3195.589195 = -2033531.014049
  nChanged 269
		SP:Iteration 28Q (44257.200000 sec): 3 clusters
  Score: Raw -2036892.495955 + Penalty 3195.589195 = -2033696.906759
  nChanged 272
		SP:Iteration 29Q (44257.430000 sec): 3 clusters
  Score: Raw -2037083.090855 + Penalty 3195.589195 = -2033887.501660
  nChanged 265
		SP:Iteration 30Q (44257.740000 sec): 3 clusters
  Score: Raw -2037296.290842 + Penalty 3195.589195 = -2034100.701647
  nChanged 262
		SP:Iteration 31Q (44257.990000 sec): 3 clusters
  Score: Raw -2037458.514060 + Penalty 3195.589195 = -2034262.924865
  nChanged 190
		SP:Iteration 32Q (44258.250000 sec): 3 clusters
  Score: Raw -2037533.377851 + Penalty 3195.589195 = -2034337.788655
  nChanged 136
		SP:Iteration 33Q (44258.460000 sec): 3 clusters
  Score: Raw -2037579.614212 + Penalty 3195.589195 = -2034384.025016
  nChanged 100
		SP:Iteration 34Q (44258.740000 sec): 3 clusters
  Score: Raw -2037608.562910 + Penalty 3195.589195 = -2034412.973714
  nChanged 90
		SP:Iteration 35Q (44258.940000 sec): 3 clusters
  Score: Raw -2037630.484496 + Penalty 3195.589195 = -2034434.895301
  nChanged 75
		SP:Iteration 36Q (44259.190000 sec): 3 clusters
  Score: Raw -2037646.245663 + Penalty 3195.589195 = -2034450.656468
  nChanged 52
		SP:Iteration 37Q (44259.450000 sec): 3 clusters
  Score: Raw -2037653.858837 + Penalty 3195.589195 = -2034458.269642
  nChanged 39
		SP:Iteration 38Q (44259.750000 sec): 3 clusters
  Score: Raw -2037660.512159 + Penalty 3195.589195 = -2034464.922964
  nChanged 35
		SP:Iteration 39Q (44260.030000 sec): 3 clusters
  Score: Raw -2037664.681592 + Penalty 3195.589195 = -2034469.092396
  nChanged 33
		SP:Iteration 40F (44260.330000 sec): 3 clusters
  Score: Raw -2037673.162009 + Penalty 3195.589195 = -2034477.572814
  nChanged 39
		SP:Iteration 41Q (44260.570000 sec): 3 clusters
  Score: Raw -2037679.537454 + Penalty 3195.589195 = -2034483.948259
  nChanged 39
		SP:Iteration 42Q (44260.800000 sec): 3 clusters
  Score: Raw -2037685.505814 + Penalty 3195.589195 = -2034489.916619
  nChanged 28
		SP:Iteration 43Q (44261.070000 sec): 3 clusters
  Score: Raw -2037688.869546 + Penalty 3195.589195 = -2034493.280351
  nChanged 23
		SP:Iteration 44Q (44261.360000 sec): 3 clusters
  Score: Raw -2037691.535034 + Penalty 3195.589195 = -2034495.945838
  nChanged 17
		SP:Iteration 45Q (44261.650000 sec): 3 clusters
  Score: Raw -2037693.197384 + Penalty 3195.589195 = -2034497.608189
  nChanged 11
		SP:Iteration 46Q (44261.920000 sec): 3 clusters
  Score: Raw -2037693.997859 + Penalty 3195.589195 = -2034498.408664
  nChanged 7
		SP:Iteration 47Q (44262.200000 sec): 3 clusters
  Score: Raw -2037694.434579 + Penalty 3195.589195 = -2034498.845384
  nChanged 8
		SP:Iteration 48Q (44262.490000 sec): 3 clusters
  Score: Raw -2037694.868854 + Penalty 3195.589195 = -2034499.279659
  nChanged 1
		SP:Iteration 49Q (44262.760000 sec): 3 clusters
  Score: Raw -2037695.022416 + Penalty 3195.589195 = -2034499.433221
  nChanged 2
		SP:Iteration 50Q (44263.040000 sec): 3 clusters
  Score: Raw -2037695.174758 + Penalty 3195.589195 = -2034499.585563
  nChanged 3
		SP:Iteration 51Q (44263.380000 sec): 3 clusters
  Score: Raw -2037695.363129 + Penalty 3195.589195 = -2034499.773934
  nChanged 5
		SP:Iteration 52Q (44263.650000 sec): 3 clusters
  Score: Raw -2037695.878690 + Penalty 3195.589195 = -2034500.289494
  nChanged 3
		SP:Iteration 53Q (44263.950000 sec): 3 clusters
  Score: Raw -2037696.229231 + Penalty 3195.589195 = -2034500.640036
  nChanged 2
		SP:Iteration 54Q (44264.200000 sec): 3 clusters
  Score: Raw -2037696.306792 + Penalty 3195.589195 = -2034500.717597
  nChanged 0
		SP:Iteration 55F (44264.520000 sec): 3 clusters
  Score: Raw -2037696.306792 + Penalty 3195.589195 = -2034500.717597
  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 11.42 GB.

 Trying to split cluster 17 (175074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44265.390000 sec): 2 clusters
  Score: Raw -20052187.287974 + Penalty 1961.856653 = -20050225.431321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44266.610000 sec): 3 clusters
  Score: Raw -19936580.491022 + Penalty 3923.713307 = -19932656.777716
  nChanged 84563
		SP:Iteration 1F (44267.690000 sec): 3 clusters
  Score: Raw -19989651.829796 + Penalty 3923.713307 = -19985728.116490
  nChanged 7798
		SP:Iteration 2Q (44268.650000 sec): 3 clusters
  Score: Raw -19993169.023813 + Penalty 3923.713307 = -19989245.310506
  nChanged 8778
		SP:Iteration 3F (44269.730000 sec): 3 clusters
  Score: Raw -19997337.312550 + Penalty 3923.713307 = -19993413.599243
  nChanged 9279
		SP:Iteration 4F (44270.760000 sec): 3 clusters
  Score: Raw -20001908.425730 + Penalty 3923.713307 = -19997984.712424
  nChanged 9389
		SP:Iteration 5F (44271.820000 sec): 3 clusters
  Score: Raw -20006595.618987 + Penalty 3923.713307 = -20002671.905680
  nChanged 9119
		SP:Iteration 6F (44272.840000 sec): 3 clusters
  Score: Raw -20010879.714242 + Penalty 3923.713307 = -20006956.000935
  nChanged 8458
		SP:Iteration 7Q (44273.820000 sec): 3 clusters
  Score: Raw -20014929.919954 + Penalty 3923.713307 = -20011006.206647
  nChanged 7857
		SP:Iteration 8Q (44274.760000 sec): 3 clusters
  Score: Raw -20018829.121237 + Penalty 3923.713307 = -20014905.407930
  nChanged 7071
		SP:Iteration 9Q (44275.720000 sec): 3 clusters
  Score: Raw -20022411.564272 + Penalty 3923.713307 = -20018487.850965
  nChanged 6374
		SP:Iteration 10Q (44276.680000 sec): 3 clusters
  Score: Raw -20025434.991950 + Penalty 3923.713307 = -20021511.278644
  nChanged 5481
		SP:Iteration 11Q (44277.630000 sec): 3 clusters
  Score: Raw -20027776.584057 + Penalty 3923.713307 = -20023852.870750
  nChanged 4771
		SP:Iteration 12Q (44278.560000 sec): 3 clusters
  Score: Raw -20029666.196837 + Penalty 3923.713307 = -20025742.483530
  nChanged 4084
		SP:Iteration 13Q (44279.580000 sec): 3 clusters
  Score: Raw -20031203.614818 + Penalty 3923.713307 = -20027279.901511
  nChanged 3496
		SP:Iteration 14Q (44280.500000 sec): 3 clusters
  Score: Raw -20032536.231259 + Penalty 3923.713307 = -20028612.517952
  nChanged 3213
		SP:Iteration 15Q (44281.470000 sec): 3 clusters
  Score: Raw -20033899.562542 + Penalty 3923.713307 = -20029975.849235
  nChanged 3181
		SP:Iteration 16Q (44282.300000 sec): 3 clusters
  Score: Raw -20035335.268851 + Penalty 3923.713307 = -20031411.555544
  nChanged 3156
		SP:Iteration 17Q (44283.160000 sec): 3 clusters
  Score: Raw -20036820.917197 + Penalty 3923.713307 = -20032897.203890
  nChanged 3076
		SP:Iteration 18Q (44284.070000 sec): 3 clusters
  Score: Raw -20038252.858293 + Penalty 3923.713307 = -20034329.144986
  nChanged 2840
		SP:Iteration 19Q (44284.920000 sec): 3 clusters
  Score: Raw -20039487.483844 + Penalty 3923.713307 = -20035563.770538
  nChanged 2588
		SP:Iteration 20F (44285.790000 sec): 3 clusters
  Score: Raw -20040496.104644 + Penalty 3923.713307 = -20036572.391337
  nChanged 2384
		SP:Iteration 21Q (44286.650000 sec): 3 clusters
  Score: Raw -20041354.859143 + Penalty 3923.713307 = -20037431.145836
  nChanged 2112
		SP:Iteration 22Q (44287.510000 sec): 3 clusters
  Score: Raw -20042024.452166 + Penalty 3923.713307 = -20038100.738859
  nChanged 1875
		SP:Iteration 23Q (44288.370000 sec): 3 clusters
  Score: Raw -20042562.637336 + Penalty 3923.713307 = -20038638.924029
  nChanged 1772
		SP:Iteration 24Q (44289.240000 sec): 3 clusters
  Score: Raw -20043036.909277 + Penalty 3923.713307 = -20039113.195970
  nChanged 1682
		SP:Iteration 25Q (44290.170000 sec): 3 clusters
  Score: Raw -20043470.221706 + Penalty 3923.713307 = -20039546.508400
  nChanged 1638
		SP:Iteration 26Q (44291.070000 sec): 3 clusters
  Score: Raw -20043878.017824 + Penalty 3923.713307 = -20039954.304518
  nChanged 1674
		SP:Iteration 27Q (44291.970000 sec): 3 clusters
  Score: Raw -20044309.358500 + Penalty 3923.713307 = -20040385.645193
  nChanged 1744
		SP:Iteration 28Q (44292.950000 sec): 3 clusters
  Score: Raw -20044775.700691 + Penalty 3923.713307 = -20040851.987384
  nChanged 1732
		SP:Iteration 29Q (44293.850000 sec): 3 clusters
  Score: Raw -20045248.460972 + Penalty 3923.713307 = -20041324.747666
  nChanged 1814
		SP:Iteration 30Q (44294.750000 sec): 3 clusters
  Score: Raw -20045755.192180 + Penalty 3923.713307 = -20041831.478873
  nChanged 1763
		SP:Iteration 31Q (44295.800000 sec): 3 clusters
  Score: Raw -20046266.511671 + Penalty 3923.713307 = -20042342.798365
  nChanged 1817
		SP:Iteration 32Q (44296.810000 sec): 3 clusters
  Score: Raw -20046812.913748 + Penalty 3923.713307 = -20042889.200442
  nChanged 1719
		SP:Iteration 33Q (44297.800000 sec): 3 clusters
  Score: Raw -20047360.240014 + Penalty 3923.713307 = -20043436.526707
  nChanged 1769
		SP:Iteration 34Q (44298.790000 sec): 3 clusters
  Score: Raw -20047947.899268 + Penalty 3923.713307 = -20044024.185961
  nChanged 1733
		SP:Iteration 35Q (44299.710000 sec): 3 clusters
  Score: Raw -20048542.426597 + Penalty 3923.713307 = -20044618.713290
  nChanged 1653
		SP:Iteration 36Q (44300.690000 sec): 3 clusters
  Score: Raw -20049116.090438 + Penalty 3923.713307 = -20045192.377132
  nChanged 1467
		SP:Iteration 37Q (44301.600000 sec): 3 clusters
  Score: Raw -20049643.778966 + Penalty 3923.713307 = -20045720.065660
  nChanged 1401
		SP:Iteration 38Q (44302.550000 sec): 3 clusters
  Score: Raw -20050168.287380 + Penalty 3923.713307 = -20046244.574073
  nChanged 1269
		SP:Iteration 39Q (44303.510000 sec): 3 clusters
  Score: Raw -20050651.817056 + Penalty 3923.713307 = -20046728.103750
  nChanged 1153
		SP:Iteration 40F (44304.470000 sec): 3 clusters
  Score: Raw -20051095.237534 + Penalty 3923.713307 = -20047171.524227
  nChanged 999
		SP:Iteration 41Q (44305.420000 sec): 3 clusters
  Score: Raw -20051484.254119 + Penalty 3923.713307 = -20047560.540812
  nChanged 843
		SP:Iteration 42Q (44306.320000 sec): 3 clusters
  Score: Raw -20051810.603318 + Penalty 3923.713307 = -20047886.890011
  nChanged 715
		SP:Iteration 43Q (44307.120000 sec): 3 clusters
  Score: Raw -20052076.713261 + Penalty 3923.713307 = -20048152.999954
  nChanged 557
		SP:Iteration 44Q (44307.990000 sec): 3 clusters
  Score: Raw -20052275.380426 + Penalty 3923.713307 = -20048351.667120
  nChanged 455
		SP:Iteration 45Q (44308.830000 sec): 3 clusters
  Score: Raw -20052437.705744 + Penalty 3923.713307 = -20048513.992438
  nChanged 389
		SP:Iteration 46Q (44309.670000 sec): 3 clusters
  Score: Raw -20052575.367972 + Penalty 3923.713307 = -20048651.654666
  nChanged 346
		SP:Iteration 47Q (44310.470000 sec): 3 clusters
  Score: Raw -20052695.254613 + Penalty 3923.713307 = -20048771.541307
  nChanged 305
		SP:Iteration 48Q (44311.210000 sec): 3 clusters
  Score: Raw -20052795.975718 + Penalty 3923.713307 = -20048872.262411
  nChanged 296
		SP:Iteration 49Q (44312.020000 sec): 3 clusters
  Score: Raw -20052894.636386 + Penalty 3923.713307 = -20048970.923079
  nChanged 283
		SP:Iteration 50Q (44312.800000 sec): 3 clusters
  Score: Raw -20052993.267940 + Penalty 3923.713307 = -20049069.554634
  nChanged 270
		SP:Iteration 51Q (44313.620000 sec): 3 clusters
  Score: Raw -20053087.400723 + Penalty 3923.713307 = -20049163.687416
  nChanged 294
		SP:Iteration 52Q (44314.400000 sec): 3 clusters
  Score: Raw -20053213.533474 + Penalty 3923.713307 = -20049289.820167
  nChanged 343
		SP:Iteration 53Q (44315.260000 sec): 3 clusters
  Score: Raw -20053383.737755 + Penalty 3923.713307 = -20049460.024448
  nChanged 398
		SP:Iteration 54Q (44316.170000 sec): 3 clusters
  Score: Raw -20053579.475260 + Penalty 3923.713307 = -20049655.761954
  nChanged 439
		SP:Iteration 55Q (44317.050000 sec): 3 clusters
  Score: Raw -20053813.171498 + Penalty 3923.713307 = -20049889.458191
  nChanged 465
		SP:Iteration 56Q (44317.940000 sec): 3 clusters
  Score: Raw -20054060.942602 + Penalty 3923.713307 = -20050137.229295
  nChanged 473
		SP:Iteration 57Q (44318.810000 sec): 3 clusters
  Score: Raw -20054279.146878 + Penalty 3923.713307 = -20050355.433571
  nChanged 413
		SP:Iteration 58Q (44319.700000 sec): 3 clusters
  Score: Raw -20054471.157592 + Penalty 3923.713307 = -20050547.444285
  nChanged 354
		SP:Iteration 59Q (44320.500000 sec): 3 clusters
  Score: Raw -20054608.508984 + Penalty 3923.713307 = -20050684.795677
  nChanged 312
		SP:Iteration 60F (44321.420000 sec): 3 clusters
  Score: Raw -20054762.260931 + Penalty 3923.713307 = -20050838.547625
  nChanged 337
		SP:Iteration 61Q (44322.170000 sec): 3 clusters
  Score: Raw -20054869.193845 + Penalty 3923.713307 = -20050945.480538
  nChanged 288
		SP:Iteration 62Q (44322.890000 sec): 3 clusters
  Score: Raw -20054953.598930 + Penalty 3923.713307 = -20051029.885623
  nChanged 241
		SP:Iteration 63Q (44323.650000 sec): 3 clusters
  Score: Raw -20055015.917620 + Penalty 3923.713307 = -20051092.204313
  nChanged 207
		SP:Iteration 64Q (44324.480000 sec): 3 clusters
  Score: Raw -20055056.290571 + Penalty 3923.713307 = -20051132.577264
  nChanged 163
		SP:Iteration 65Q (44325.330000 sec): 3 clusters
  Score: Raw -20055085.912294 + Penalty 3923.713307 = -20051162.198987
  nChanged 135
		SP:Iteration 66Q (44326.190000 sec): 3 clusters
  Score: Raw -20055106.164222 + Penalty 3923.713307 = -20051182.450915
  nChanged 92
		SP:Iteration 67Q (44327.120000 sec): 3 clusters
  Score: Raw -20055119.150058 + Penalty 3923.713307 = -20051195.436751
  nChanged 81
		SP:Iteration 68Q (44328.050000 sec): 3 clusters
  Score: Raw -20055129.234304 + Penalty 3923.713307 = -20051205.520997
  nChanged 68
		SP:Iteration 69Q (44328.900000 sec): 3 clusters
  Score: Raw -20055136.186241 + Penalty 3923.713307 = -20051212.472934
  nChanged 47
		SP:Iteration 70Q (44329.700000 sec): 3 clusters
  Score: Raw -20055140.656258 + Penalty 3923.713307 = -20051216.942951
  nChanged 37
		SP:Iteration 71Q (44330.590000 sec): 3 clusters
  Score: Raw -20055144.956681 + Penalty 3923.713307 = -20051221.243374
  nChanged 42
		SP:Iteration 72Q (44331.430000 sec): 3 clusters
  Score: Raw -20055149.824804 + Penalty 3923.713307 = -20051226.111497
  nChanged 36
		SP:Iteration 73Q (44332.220000 sec): 3 clusters
  Score: Raw -20055153.306756 + Penalty 3923.713307 = -20051229.593449
  nChanged 34
		SP:Iteration 74Q (44333.090000 sec): 3 clusters
  Score: Raw -20055156.607157 + Penalty 3923.713307 = -20051232.893850
  nChanged 30
		SP:Iteration 75Q (44334.030000 sec): 3 clusters
  Score: Raw -20055159.423352 + Penalty 3923.713307 = -20051235.710045
  nChanged 28
		SP:Iteration 76Q (44334.940000 sec): 3 clusters
  Score: Raw -20055162.194615 + Penalty 3923.713307 = -20051238.481308
  nChanged 29
		SP:Iteration 77Q (44335.830000 sec): 3 clusters
  Score: Raw -20055165.190205 + Penalty 3923.713307 = -20051241.476898
  nChanged 33
		SP:Iteration 78Q (44336.740000 sec): 3 clusters
  Score: Raw -20055169.223637 + Penalty 3923.713307 = -20051245.510330
  nChanged 33
		SP:Iteration 79Q (44337.660000 sec): 3 clusters
  Score: Raw -20055172.435474 + Penalty 3923.713307 = -20051248.722167
  nChanged 23
		SP:Iteration 80F (44338.610000 sec): 3 clusters
  Score: Raw -20055174.227852 + Penalty 3923.713307 = -20051250.514545
  nChanged 12
		SP:Iteration 81Q (44339.560000 sec): 3 clusters
  Score: Raw -20055175.078142 + Penalty 3923.713307 = -20051251.364836
  nChanged 16
		SP:Iteration 82Q (44340.390000 sec): 3 clusters
  Score: Raw -20055176.184331 + Penalty 3923.713307 = -20051252.471024
  nChanged 15
		SP:Iteration 83Q (44341.220000 sec): 3 clusters
  Score: Raw -20055177.554348 + Penalty 3923.713307 = -20051253.841042
  nChanged 20
		SP:Iteration 84Q (44342.050000 sec): 3 clusters
  Score: Raw -20055179.516519 + Penalty 3923.713307 = -20051255.803212
  nChanged 26
		SP:Iteration 85Q (44342.950000 sec): 3 clusters
  Score: Raw -20055182.060348 + Penalty 3923.713307 = -20051258.347041
  nChanged 42
		SP:Iteration 86Q (44343.710000 sec): 3 clusters
  Score: Raw -20055187.788407 + Penalty 3923.713307 = -20051264.075100
  nChanged 46
		SP:Iteration 87Q (44344.480000 sec): 3 clusters
  Score: Raw -20055193.902625 + Penalty 3923.713307 = -20051270.189318
  nChanged 47
		SP:Iteration 88Q (44345.390000 sec): 3 clusters
  Score: Raw -20055200.803694 + Penalty 3923.713307 = -20051277.090387
  nChanged 55
		SP:Iteration 89Q (44346.250000 sec): 3 clusters
  Score: Raw -20055209.171138 + Penalty 3923.713307 = -20051285.457831
  nChanged 68
		SP:Iteration 90Q (44347.140000 sec): 3 clusters
  Score: Raw -20055222.776520 + Penalty 3923.713307 = -20051299.063213
  nChanged 83
		SP:Iteration 91Q (44348.080000 sec): 3 clusters
  Score: Raw -20055243.355147 + Penalty 3923.713307 = -20051319.641840
  nChanged 109
		SP:Iteration 92Q (44348.950000 sec): 3 clusters
  Score: Raw -20055285.706259 + Penalty 3923.713307 = -20051361.992952
  nChanged 180
		SP:Iteration 93Q (44349.750000 sec): 3 clusters
  Score: Raw -20055378.141857 + Penalty 3923.713307 = -20051454.428550
  nChanged 289
		SP:Iteration 94Q (44350.610000 sec): 3 clusters
  Score: Raw -20055591.077167 + Penalty 3923.713307 = -20051667.363861
  nChanged 466
		SP:Iteration 95Q (44351.550000 sec): 3 clusters
  Score: Raw -20056076.047743 + Penalty 3923.713307 = -20052152.334437
  nChanged 729
		SP:Iteration 96Q (44352.490000 sec): 3 clusters
  Score: Raw -20056641.155679 + Penalty 3923.713307 = -20052717.442372
  nChanged 737
		SP:Iteration 97Q (44353.290000 sec): 3 clusters
  Score: Raw -20056930.709143 + Penalty 3923.713307 = -20053006.995836
  nChanged 463
		SP:Iteration 98Q (44354.160000 sec): 3 clusters
  Score: Raw -20057039.771409 + Penalty 3923.713307 = -20053116.058102
  nChanged 287
		SP:Iteration 99Q (44355.040000 sec): 3 clusters
  Score: Raw -20057088.458416 + Penalty 3923.713307 = -20053164.745110
  nChanged 185
		SP:Iteration 100F (44356.050000 sec): 3 clusters
  Score: Raw -20058474.144055 + Penalty 3923.713307 = -20054550.430749
  nChanged 1318
		SP:Iteration 101Q (44357.060000 sec): 3 clusters
  Score: Raw -20060105.531358 + Penalty 3923.713307 = -20056181.818052
  nChanged 1489
		SP:Iteration 102Q (44357.970000 sec): 3 clusters
  Score: Raw -20061197.506129 + Penalty 3923.713307 = -20057273.792822
  nChanged 1416
		SP:Iteration 103Q (44358.960000 sec): 3 clusters
  Score: Raw -20062100.480225 + Penalty 3923.713307 = -20058176.766918
  nChanged 1272
		SP:Iteration 104Q (44359.870000 sec): 3 clusters
  Score: Raw -20062768.971774 + Penalty 3923.713307 = -20058845.258468
  nChanged 1032
		SP:Iteration 105Q (44360.810000 sec): 3 clusters
  Score: Raw -20063116.575945 + Penalty 3923.713307 = -20059192.862639
  nChanged 731
		SP:Iteration 106Q (44361.690000 sec): 3 clusters
  Score: Raw -20063257.321289 + Penalty 3923.713307 = -20059333.607983
  nChanged 454
		SP:Iteration 107Q (44362.620000 sec): 3 clusters
  Score: Raw -20063318.561039 + Penalty 3923.713307 = -20059394.847732
  nChanged 278
		SP:Iteration 108Q (44363.460000 sec): 3 clusters
  Score: Raw -20063342.692157 + Penalty 3923.713307 = -20059418.978850
  nChanged 172
		SP:Iteration 109Q (44364.380000 sec): 3 clusters
  Score: Raw -20063352.833713 + Penalty 3923.713307 = -20059429.120406
  nChanged 113
		SP:Iteration 110Q (44365.360000 sec): 3 clusters
  Score: Raw -20063359.215775 + Penalty 3923.713307 = -20059435.502469
  nChanged 64
		SP:Iteration 111Q (44366.310000 sec): 3 clusters
  Score: Raw -20063361.745963 + Penalty 3923.713307 = -20059438.032656
  nChanged 38
		SP:Iteration 112Q (44367.270000 sec): 3 clusters
  Score: Raw -20063363.022420 + Penalty 3923.713307 = -20059439.309113
  nChanged 30
		SP:Iteration 113Q (44368.210000 sec): 3 clusters
  Score: Raw -20063364.290966 + Penalty 3923.713307 = -20059440.577660
  nChanged 41
		SP:Iteration 114Q (44369.040000 sec): 3 clusters
  Score: Raw -20063365.771465 + Penalty 3923.713307 = -20059442.058158
  nChanged 29
		SP:Iteration 115Q (44369.930000 sec): 3 clusters
  Score: Raw -20063366.740275 + Penalty 3923.713307 = -20059443.026969
  nChanged 25
		SP:Iteration 116Q (44370.840000 sec): 3 clusters
  Score: Raw -20063367.424919 + Penalty 3923.713307 = -20059443.711613
  nChanged 12
		SP:Iteration 117Q (44371.820000 sec): 3 clusters
  Score: Raw -20063367.709596 + Penalty 3923.713307 = -20059443.996289
  nChanged 10
		SP:Iteration 118Q (44372.850000 sec): 3 clusters
  Score: Raw -20063367.958529 + Penalty 3923.713307 = -20059444.245223
  nChanged 7
		SP:Iteration 119Q (44373.770000 sec): 3 clusters
  Score: Raw -20063368.148967 + Penalty 3923.713307 = -20059444.435660
  nChanged 14
		SP:Iteration 120F (44374.780000 sec): 3 clusters
  Score: Raw -20063786.925646 + Penalty 3923.713307 = -20059863.212340
  nChanged 484
		SP:Iteration 121Q (44375.590000 sec): 3 clusters
  Score: Raw -20064103.075468 + Penalty 3923.713307 = -20060179.362162
  nChanged 587
		SP:Iteration 122Q (44376.470000 sec): 3 clusters
  Score: Raw -20064317.685276 + Penalty 3923.713307 = -20060393.971969
  nChanged 538
		SP:Iteration 123Q (44377.390000 sec): 3 clusters
  Score: Raw -20064498.914973 + Penalty 3923.713307 = -20060575.201666
  nChanged 494
		SP:Iteration 124Q (44378.300000 sec): 3 clusters
  Score: Raw -20064624.789469 + Penalty 3923.713307 = -20060701.076162
  nChanged 388
		SP:Iteration 125Q (44379.300000 sec): 3 clusters
  Score: Raw -20064683.591775 + Penalty 3923.713307 = -20060759.878468
  nChanged 248
		SP:Iteration 126Q (44380.310000 sec): 3 clusters
  Score: Raw -20064711.757171 + Penalty 3923.713307 = -20060788.043864
  nChanged 200
		SP:Iteration 127Q (44381.220000 sec): 3 clusters
  Score: Raw -20064728.890132 + Penalty 3923.713307 = -20060805.176825
  nChanged 171
		SP:Iteration 128Q (44382.170000 sec): 3 clusters
  Score: Raw -20064740.713240 + Penalty 3923.713307 = -20060816.999933
  nChanged 116
		SP:Iteration 129Q (44383.140000 sec): 3 clusters
  Score: Raw -20064746.085466 + Penalty 3923.713307 = -20060822.372159
  nChanged 87
		SP:Iteration 130Q (44383.980000 sec): 3 clusters
  Score: Raw -20064749.225734 + Penalty 3923.713307 = -20060825.512428
  nChanged 64
		SP:Iteration 131Q (44384.870000 sec): 3 clusters
  Score: Raw -20064751.410073 + Penalty 3923.713307 = -20060827.696767
  nChanged 43
		SP:Iteration 132Q (44385.770000 sec): 3 clusters
  Score: Raw -20064752.664184 + Penalty 3923.713307 = -20060828.950877
  nChanged 36
		SP:Iteration 133Q (44386.590000 sec): 3 clusters
  Score: Raw -20064753.658221 + Penalty 3923.713307 = -20060829.944914
  nChanged 26
		SP:Iteration 134Q (44387.470000 sec): 3 clusters
  Score: Raw -20064754.265581 + Penalty 3923.713307 = -20060830.552274
  nChanged 19
		SP:Iteration 135Q (44388.420000 sec): 3 clusters
  Score: Raw -20064754.751197 + Penalty 3923.713307 = -20060831.037891
  nChanged 17
		SP:Iteration 136Q (44389.350000 sec): 3 clusters
  Score: Raw -20064755.186072 + Penalty 3923.713307 = -20060831.472765
  nChanged 14
		SP:Iteration 137Q (44390.250000 sec): 3 clusters
  Score: Raw -20064755.508850 + Penalty 3923.713307 = -20060831.795544
  nChanged 9
		SP:Iteration 138Q (44391.240000 sec): 3 clusters
  Score: Raw -20064755.694246 + Penalty 3923.713307 = -20060831.980940
  nChanged 5
		SP:Iteration 139Q (44392.170000 sec): 3 clusters
  Score: Raw -20064755.811983 + Penalty 3923.713307 = -20060832.098677
  nChanged 7
		SP:Iteration 140F (44393.110000 sec): 3 clusters
  Score: Raw -20064776.711774 + Penalty 3923.713307 = -20060852.998467
  nChanged 32
		SP:Iteration 141Q (44393.970000 sec): 3 clusters
  Score: Raw -20064784.275641 + Penalty 3923.713307 = -20060860.562335
  nChanged 60
		SP:Iteration 142Q (44394.970000 sec): 3 clusters
  Score: Raw -20064788.887862 + Penalty 3923.713307 = -20060865.174556
  nChanged 61
		SP:Iteration 143Q (44395.770000 sec): 3 clusters
  Score: Raw -20064792.670616 + Penalty 3923.713307 = -20060868.957309
  nChanged 57
		SP:Iteration 144Q (44396.670000 sec): 3 clusters
  Score: Raw -20064795.927598 + Penalty 3923.713307 = -20060872.214291
  nChanged 51
		SP:Iteration 145Q (44397.600000 sec): 3 clusters
  Score: Raw -20064799.002951 + Penalty 3923.713307 = -20060875.289644
  nChanged 46
		SP:Iteration 146Q (44398.440000 sec): 3 clusters
  Score: Raw -20064800.995895 + Penalty 3923.713307 = -20060877.282588
  nChanged 45
		SP:Iteration 147Q (44399.340000 sec): 3 clusters
  Score: Raw -20064802.537128 + Penalty 3923.713307 = -20060878.823821
  nChanged 16
		SP:Iteration 148Q (44400.280000 sec): 3 clusters
  Score: Raw -20064803.064725 + Penalty 3923.713307 = -20060879.351418
  nChanged 21
		SP:Iteration 149Q (44401.150000 sec): 3 clusters
  Score: Raw -20064803.971651 + Penalty 3923.713307 = -20060880.258344
  nChanged 24
		SP:Iteration 150Q (44402.050000 sec): 3 clusters
  Score: Raw -20064804.647171 + Penalty 3923.713307 = -20060880.933864
  nChanged 16
		SP:Iteration 151Q (44403.080000 sec): 3 clusters
  Score: Raw -20064805.181437 + Penalty 3923.713307 = -20060881.468130
  nChanged 16
		SP:Iteration 152Q (44404.120000 sec): 3 clusters
  Score: Raw -20064805.515590 + Penalty 3923.713307 = -20060881.802283
  nChanged 10
		SP:Iteration 153Q (44405.180000 sec): 3 clusters
  Score: Raw -20064805.730124 + Penalty 3923.713307 = -20060882.016818
  nChanged 12
		SP:Iteration 154Q (44406.120000 sec): 3 clusters
  Score: Raw -20064806.006670 + Penalty 3923.713307 = -20060882.293364
  nChanged 7
		SP:Iteration 155Q (44407.000000 sec): 3 clusters
  Score: Raw -20064806.169853 + Penalty 3923.713307 = -20060882.456546
  nChanged 7
		SP:Iteration 156Q (44407.870000 sec): 3 clusters
  Score: Raw -20064806.290041 + Penalty 3923.713307 = -20060882.576734
  nChanged 1
		SP:Iteration 157Q (44408.770000 sec): 3 clusters
  Score: Raw -20064806.329246 + Penalty 3923.713307 = -20060882.615940
  nChanged 5
		SP:Iteration 158Q (44409.690000 sec): 3 clusters
  Score: Raw -20064806.460645 + Penalty 3923.713307 = -20060882.747338
  nChanged 6
		SP:Iteration 159Q (44410.610000 sec): 3 clusters
  Score: Raw -20064806.591880 + Penalty 3923.713307 = -20060882.878573
  nChanged 3
		SP:Iteration 160F (44411.570000 sec): 3 clusters
  Score: Raw -20064806.653640 + Penalty 3923.713307 = -20060882.940333
  nChanged 3
		SP:Iteration 161Q (44412.470000 sec): 3 clusters
  Score: Raw -20064806.707423 + Penalty 3923.713307 = -20060882.994117
  nChanged 3
		SP:Iteration 162Q (44413.350000 sec): 3 clusters
  Score: Raw -20064806.762672 + Penalty 3923.713307 = -20060883.049365
  nChanged 2
		SP:Iteration 163Q (44414.240000 sec): 3 clusters
  Score: Raw -20064806.788141 + Penalty 3923.713307 = -20060883.074834
  nChanged 0
		SP:Iteration 164F (44415.200000 sec): 3 clusters
  Score: Raw -20064806.788141 + Penalty 3923.713307 = -20060883.074834
  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 11.42 GB.

 Trying to split cluster 18 (43905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44415.510000 sec): 2 clusters
  Score: Raw -4456500.960105 + Penalty 1737.089817 = -4454763.870288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44415.840000 sec): 3 clusters
  Score: Raw -4429058.956906 + Penalty 3474.179634 = -4425584.777273
  nChanged 20641
		SP:Iteration 1F (44416.170000 sec): 3 clusters
  Score: Raw -4445366.585844 + Penalty 3474.179634 = -4441892.406210
  nChanged 5022
		SP:Iteration 2F (44416.510000 sec): 3 clusters
  Score: Raw -4451438.129359 + Penalty 3474.179634 = -4447963.949725
  nChanged 4656
		SP:Iteration 3F (44416.860000 sec): 3 clusters
  Score: Raw -4456897.317875 + Penalty 3474.179634 = -4453423.138241
  nChanged 3318
		SP:Iteration 4F (44417.220000 sec): 3 clusters
  Score: Raw -4460494.226005 + Penalty 3474.179634 = -4457020.046371
  nChanged 2416
		SP:Iteration 5F (44417.550000 sec): 3 clusters
  Score: Raw -4462984.365286 + Penalty 3474.179634 = -4459510.185653
  nChanged 1866
		SP:Iteration 6Q (44417.880000 sec): 3 clusters
  Score: Raw -4464760.989512 + Penalty 3474.179634 = -4461286.809878
  nChanged 1403
		SP:Iteration 7Q (44418.250000 sec): 3 clusters
  Score: Raw -4465998.942442 + Penalty 3474.179634 = -4462524.762808
  nChanged 1087
		SP:Iteration 8Q (44418.590000 sec): 3 clusters
  Score: Raw -4466935.168142 + Penalty 3474.179634 = -4463460.988509
  nChanged 906
		SP:Iteration 9Q (44419.010000 sec): 3 clusters
  Score: Raw -4467640.803042 + Penalty 3474.179634 = -4464166.623408
  nChanged 714
		SP:Iteration 10Q (44419.430000 sec): 3 clusters
  Score: Raw -4468200.603698 + Penalty 3474.179634 = -4464726.424065
  nChanged 635
		SP:Iteration 11Q (44419.810000 sec): 3 clusters
  Score: Raw -4468670.155638 + Penalty 3474.179634 = -4465195.976005
  nChanged 516
		SP:Iteration 12Q (44420.180000 sec): 3 clusters
  Score: Raw -4468996.742840 + Penalty 3474.179634 = -4465522.563206
  nChanged 459
		SP:Iteration 13Q (44420.590000 sec): 3 clusters
  Score: Raw -4469250.476587 + Penalty 3474.179634 = -4465776.296954
  nChanged 392
		SP:Iteration 14Q (44420.910000 sec): 3 clusters
  Score: Raw -4469422.343126 + Penalty 3474.179634 = -4465948.163492
  nChanged 300
		SP:Iteration 15Q (44421.290000 sec): 3 clusters
  Score: Raw -4469519.578964 + Penalty 3474.179634 = -4466045.399330
  nChanged 246
		SP:Iteration 16Q (44421.590000 sec): 3 clusters
  Score: Raw -4469570.886061 + Penalty 3474.179634 = -4466096.706428
  nChanged 159
		SP:Iteration 17Q (44422.000000 sec): 3 clusters
  Score: Raw -4469596.968455 + Penalty 3474.179634 = -4466122.788821
  nChanged 128
		SP:Iteration 18Q (44422.350000 sec): 3 clusters
  Score: Raw -4469616.620835 + Penalty 3474.179634 = -4466142.441202
  nChanged 116
		SP:Iteration 19Q (44422.720000 sec): 3 clusters
  Score: Raw -4469629.968995 + Penalty 3474.179634 = -4466155.789362
  nChanged 90
		SP:Iteration 20F (44423.070000 sec): 3 clusters
  Score: Raw -4469637.947908 + Penalty 3474.179634 = -4466163.768274
  nChanged 55
		SP:Iteration 21Q (44423.400000 sec): 3 clusters
  Score: Raw -4469642.008170 + Penalty 3474.179634 = -4466167.828536
  nChanged 44
		SP:Iteration 22Q (44423.810000 sec): 3 clusters
  Score: Raw -4469644.777867 + Penalty 3474.179634 = -4466170.598233
  nChanged 33
		SP:Iteration 23Q (44424.220000 sec): 3 clusters
  Score: Raw -4469647.106715 + Penalty 3474.179634 = -4466172.927081
  nChanged 27
		SP:Iteration 24Q (44424.600000 sec): 3 clusters
  Score: Raw -4469649.629900 + Penalty 3474.179634 = -4466175.450267
  nChanged 36
		SP:Iteration 25Q (44424.930000 sec): 3 clusters
  Score: Raw -4469652.547134 + Penalty 3474.179634 = -4466178.367501
  nChanged 36
		SP:Iteration 26Q (44425.360000 sec): 3 clusters
  Score: Raw -4469655.666861 + Penalty 3474.179634 = -4466181.487227
  nChanged 33
		SP:Iteration 27Q (44425.720000 sec): 3 clusters
  Score: Raw -4469657.682975 + Penalty 3474.179634 = -4466183.503342
  nChanged 17
		SP:Iteration 28Q (44426.100000 sec): 3 clusters
  Score: Raw -4469658.478428 + Penalty 3474.179634 = -4466184.298794
  nChanged 16
		SP:Iteration 29Q (44426.510000 sec): 3 clusters
  Score: Raw -4469659.362692 + Penalty 3474.179634 = -4466185.183059
  nChanged 12
		SP:Iteration 30Q (44426.980000 sec): 3 clusters
  Score: Raw -4469659.930432 + Penalty 3474.179634 = -4466185.750798
  nChanged 10
		SP:Iteration 31Q (44427.320000 sec): 3 clusters
  Score: Raw -4469660.285786 + Penalty 3474.179634 = -4466186.106153
  nChanged 12
		SP:Iteration 32Q (44427.740000 sec): 3 clusters
  Score: Raw -4469661.012405 + Penalty 3474.179634 = -4466186.832772
  nChanged 10
		SP:Iteration 33Q (44428.140000 sec): 3 clusters
  Score: Raw -4469661.548667 + Penalty 3474.179634 = -4466187.369033
  nChanged 11
		SP:Iteration 34Q (44428.550000 sec): 3 clusters
  Score: Raw -4469662.039343 + Penalty 3474.179634 = -4466187.859709
  nChanged 10
		SP:Iteration 35Q (44428.890000 sec): 3 clusters
  Score: Raw -4469662.513030 + Penalty 3474.179634 = -4466188.333397
  nChanged 7
		SP:Iteration 36Q (44429.280000 sec): 3 clusters
  Score: Raw -4469662.971011 + Penalty 3474.179634 = -4466188.791377
  nChanged 5
		SP:Iteration 37Q (44429.660000 sec): 3 clusters
  Score: Raw -4469663.306466 + Penalty 3474.179634 = -4466189.126832
  nChanged 7
		SP:Iteration 38Q (44430.080000 sec): 3 clusters
  Score: Raw -4469663.538731 + Penalty 3474.179634 = -4466189.359097
  nChanged 2
		SP:Iteration 39Q (44430.450000 sec): 3 clusters
  Score: Raw -4469663.735077 + Penalty 3474.179634 = -4466189.555443
  nChanged 5
		SP:Iteration 40F (44430.890000 sec): 3 clusters
  Score: Raw -4469663.929607 + Penalty 3474.179634 = -4466189.749973
  nChanged 4
		SP:Iteration 41Q (44431.240000 sec): 3 clusters
  Score: Raw -4469664.024515 + Penalty 3474.179634 = -4466189.844882
  nChanged 1
		SP:Iteration 42Q (44431.600000 sec): 3 clusters
  Score: Raw -4469664.034051 + Penalty 3474.179634 = -4466189.854417
  nChanged 0
		SP:Iteration 43F (44431.980000 sec): 3 clusters
  Score: Raw -4469664.034051 + Penalty 3474.179634 = -4466189.854417
  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 11.42 GB.

 Trying to split cluster 19 (21421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44432.180000 sec): 2 clusters
  Score: Raw -2555642.932294 + Penalty 1620.470642 = -2554022.461652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44432.470000 sec): 3 clusters
  Score: Raw -2542713.566115 + Penalty 3240.941284 = -2539472.624831
  nChanged 9742
		SP:Iteration 1F (44432.850000 sec): 3 clusters
  Score: Raw -2548101.636555 + Penalty 3240.941284 = -2544860.695271
  nChanged 1085
		SP:Iteration 2F (44433.150000 sec): 3 clusters
  Score: Raw -2548477.270868 + Penalty 3240.941284 = -2545236.329584
  nChanged 979
		SP:Iteration 3Q (44433.440000 sec): 3 clusters
  Score: Raw -2548876.138738 + Penalty 3240.941284 = -2545635.197453
  nChanged 1009
		SP:Iteration 4Q (44433.740000 sec): 3 clusters
  Score: Raw -2549335.363636 + Penalty 3240.941284 = -2546094.422352
  nChanged 1145
		SP:Iteration 5F (44434.020000 sec): 3 clusters
  Score: Raw -2550043.525844 + Penalty 3240.941284 = -2546802.584560
  nChanged 1456
		SP:Iteration 6F (44434.350000 sec): 3 clusters
  Score: Raw -2551324.530466 + Penalty 3240.941284 = -2548083.589182
  nChanged 1631
		SP:Iteration 7F (44434.640000 sec): 3 clusters
  Score: Raw -2553033.247847 + Penalty 3240.941284 = -2549792.306563
  nChanged 1475
		SP:Iteration 8F (44434.930000 sec): 3 clusters
  Score: Raw -2554506.210558 + Penalty 3240.941284 = -2551265.269274
  nChanged 1206
		SP:Iteration 9F (44435.260000 sec): 3 clusters
  Score: Raw -2555587.527198 + Penalty 3240.941284 = -2552346.585914
  nChanged 1044
		SP:Iteration 10Q (44435.540000 sec): 3 clusters
  Score: Raw -2556462.057602 + Penalty 3240.941284 = -2553221.116318
  nChanged 962
		SP:Iteration 11Q (44435.840000 sec): 3 clusters
  Score: Raw -2557249.090435 + Penalty 3240.941284 = -2554008.149151
  nChanged 918
		SP:Iteration 12Q (44436.120000 sec): 3 clusters
  Score: Raw -2557934.887665 + Penalty 3240.941284 = -2554693.946381
  nChanged 841
		SP:Iteration 13Q (44436.410000 sec): 3 clusters
  Score: Raw -2558517.172246 + Penalty 3240.941284 = -2555276.230962
  nChanged 795
		SP:Iteration 14Q (44436.690000 sec): 3 clusters
  Score: Raw -2559077.631387 + Penalty 3240.941284 = -2555836.690103
  nChanged 780
		SP:Iteration 15Q (44436.950000 sec): 3 clusters
  Score: Raw -2559652.856643 + Penalty 3240.941284 = -2556411.915359
  nChanged 769
		SP:Iteration 16Q (44437.180000 sec): 3 clusters
  Score: Raw -2560172.585749 + Penalty 3240.941284 = -2556931.644465
  nChanged 620
		SP:Iteration 17Q (44437.460000 sec): 3 clusters
  Score: Raw -2560493.774114 + Penalty 3240.941284 = -2557252.832830
  nChanged 486
		SP:Iteration 18Q (44437.720000 sec): 3 clusters
  Score: Raw -2560713.540944 + Penalty 3240.941284 = -2557472.599660
  nChanged 435
		SP:Iteration 19Q (44438.020000 sec): 3 clusters
  Score: Raw -2560923.659506 + Penalty 3240.941284 = -2557682.718222
  nChanged 407
		SP:Iteration 20F (44438.270000 sec): 3 clusters
  Score: Raw -2561138.345959 + Penalty 3240.941284 = -2557897.404675
  nChanged 395
		SP:Iteration 21Q (44438.570000 sec): 3 clusters
  Score: Raw -2561374.369755 + Penalty 3240.941284 = -2558133.428471
  nChanged 359
		SP:Iteration 22Q (44438.860000 sec): 3 clusters
  Score: Raw -2561620.699484 + Penalty 3240.941284 = -2558379.758200
  nChanged 352
		SP:Iteration 23Q (44439.170000 sec): 3 clusters
  Score: Raw -2561887.986238 + Penalty 3240.941284 = -2558647.044954
  nChanged 335
		SP:Iteration 24Q (44439.490000 sec): 3 clusters
  Score: Raw -2562165.936517 + Penalty 3240.941284 = -2558924.995232
  nChanged 322
		SP:Iteration 25Q (44439.820000 sec): 3 clusters
  Score: Raw -2562449.453101 + Penalty 3240.941284 = -2559208.511817
  nChanged 297
		SP:Iteration 26Q (44440.120000 sec): 3 clusters
  Score: Raw -2562697.845815 + Penalty 3240.941284 = -2559456.904531
  nChanged 221
		SP:Iteration 27Q (44440.420000 sec): 3 clusters
  Score: Raw -2562839.361117 + Penalty 3240.941284 = -2559598.419833
  nChanged 130
		SP:Iteration 28Q (44440.780000 sec): 3 clusters
  Score: Raw -2562889.292719 + Penalty 3240.941284 = -2559648.351435
  nChanged 82
		SP:Iteration 29Q (44441.110000 sec): 3 clusters
  Score: Raw -2562909.283277 + Penalty 3240.941284 = -2559668.341993
  nChanged 37
		SP:Iteration 30Q (44441.380000 sec): 3 clusters
  Score: Raw -2562914.784949 + Penalty 3240.941284 = -2559673.843665
  nChanged 24
		SP:Iteration 31Q (44441.670000 sec): 3 clusters
  Score: Raw -2562917.627498 + Penalty 3240.941284 = -2559676.686214
  nChanged 12
		SP:Iteration 32Q (44441.920000 sec): 3 clusters
  Score: Raw -2562918.681956 + Penalty 3240.941284 = -2559677.740672
  nChanged 7
		SP:Iteration 33Q (44442.230000 sec): 3 clusters
  Score: Raw -2562919.325579 + Penalty 3240.941284 = -2559678.384295
  nChanged 5
		SP:Iteration 34Q (44442.550000 sec): 3 clusters
  Score: Raw -2562919.712406 + Penalty 3240.941284 = -2559678.771122
  nChanged 3
		SP:Iteration 35Q (44442.800000 sec): 3 clusters
  Score: Raw -2562919.956934 + Penalty 3240.941284 = -2559679.015649
  nChanged 4
		SP:Iteration 36Q (44443.020000 sec): 3 clusters
  Score: Raw -2562920.245913 + Penalty 3240.941284 = -2559679.304628
  nChanged 2
		SP:Iteration 37Q (44443.350000 sec): 3 clusters
  Score: Raw -2562920.367045 + Penalty 3240.941284 = -2559679.425761
  nChanged 0
		SP:Iteration 38F (44443.600000 sec): 3 clusters
  Score: Raw -2562920.367045 + Penalty 3240.941284 = -2559679.425761
  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 11.42 GB.

 Trying to split cluster 20 (97040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44444.140000 sec): 2 clusters
  Score: Raw -10724993.831245 + Penalty 1865.967763 = -10723127.863481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44444.770000 sec): 3 clusters
  Score: Raw -10662016.664055 + Penalty 3731.935527 = -10658284.728528
  nChanged 46355
		SP:Iteration 1F (44445.420000 sec): 3 clusters
  Score: Raw -10689370.761171 + Penalty 3731.935527 = -10685638.825645
  nChanged 4617
		SP:Iteration 2Q (44446.030000 sec): 3 clusters
  Score: Raw -10691397.938747 + Penalty 3731.935527 = -10687666.003220
  nChanged 5316
		SP:Iteration 3F (44446.610000 sec): 3 clusters
  Score: Raw -10694341.560822 + Penalty 3731.935527 = -10690609.625295
  nChanged 6298
		SP:Iteration 4F (44447.220000 sec): 3 clusters
  Score: Raw -10698392.843772 + Penalty 3731.935527 = -10694660.908246
  nChanged 6739
		SP:Iteration 5F (44447.770000 sec): 3 clusters
  Score: Raw -10703166.657640 + Penalty 3731.935527 = -10699434.722113
  nChanged 6907
		SP:Iteration 6F (44448.440000 sec): 3 clusters
  Score: Raw -10708179.826334 + Penalty 3731.935527 = -10704447.890807
  nChanged 6321
		SP:Iteration 7F (44449.050000 sec): 3 clusters
  Score: Raw -10712495.150825 + Penalty 3731.935527 = -10708763.215299
  nChanged 5227
		SP:Iteration 8F (44449.700000 sec): 3 clusters
  Score: Raw -10715556.297001 + Penalty 3731.935527 = -10711824.361475
  nChanged 3967
		SP:Iteration 9Q (44450.350000 sec): 3 clusters
  Score: Raw -10717477.943985 + Penalty 3731.935527 = -10713746.008459
  nChanged 3162
		SP:Iteration 10Q (44450.990000 sec): 3 clusters
  Score: Raw -10718781.986755 + Penalty 3731.935527 = -10715050.051228
  nChanged 2513
		SP:Iteration 11Q (44451.620000 sec): 3 clusters
  Score: Raw -10719696.086541 + Penalty 3731.935527 = -10715964.151015
  nChanged 2036
		SP:Iteration 12Q (44452.320000 sec): 3 clusters
  Score: Raw -10720425.363791 + Penalty 3731.935527 = -10716693.428264
  nChanged 1788
		SP:Iteration 13Q (44453.040000 sec): 3 clusters
  Score: Raw -10721063.343556 + Penalty 3731.935527 = -10717331.408029
  nChanged 1608
		SP:Iteration 14Q (44453.690000 sec): 3 clusters
  Score: Raw -10721602.656195 + Penalty 3731.935527 = -10717870.720669
  nChanged 1478
		SP:Iteration 15Q (44454.570000 sec): 3 clusters
  Score: Raw -10722110.415990 + Penalty 3731.935527 = -10718378.480463
  nChanged 1378
		SP:Iteration 16Q (44455.180000 sec): 3 clusters
  Score: Raw -10722604.458993 + Penalty 3731.935527 = -10718872.523466
  nChanged 1336
		SP:Iteration 17Q (44455.800000 sec): 3 clusters
  Score: Raw -10723120.851173 + Penalty 3731.935527 = -10719388.915646
  nChanged 1242
		SP:Iteration 18Q (44456.450000 sec): 3 clusters
  Score: Raw -10723664.939768 + Penalty 3731.935527 = -10719933.004242
  nChanged 1273
		SP:Iteration 19Q (44457.110000 sec): 3 clusters
  Score: Raw -10724309.014218 + Penalty 3731.935527 = -10720577.078691
  nChanged 1201
		SP:Iteration 20F (44457.710000 sec): 3 clusters
  Score: Raw -10725049.669128 + Penalty 3731.935527 = -10721317.733601
  nChanged 1271
		SP:Iteration 21Q (44458.420000 sec): 3 clusters
  Score: Raw -10726079.450699 + Penalty 3731.935527 = -10722347.515173
  nChanged 1375
		SP:Iteration 22Q (44459.030000 sec): 3 clusters
  Score: Raw -10727365.130060 + Penalty 3731.935527 = -10723633.194534
  nChanged 1377
		SP:Iteration 23Q (44459.790000 sec): 3 clusters
  Score: Raw -10728535.274434 + Penalty 3731.935527 = -10724803.338907
  nChanged 1211
		SP:Iteration 24Q (44460.420000 sec): 3 clusters
  Score: Raw -10729286.443510 + Penalty 3731.935527 = -10725554.507984
  nChanged 980
		SP:Iteration 25Q (44461.020000 sec): 3 clusters
  Score: Raw -10729716.594466 + Penalty 3731.935527 = -10725984.658939
  nChanged 762
		SP:Iteration 26Q (44461.620000 sec): 3 clusters
  Score: Raw -10730022.317955 + Penalty 3731.935527 = -10726290.382428
  nChanged 662
		SP:Iteration 27Q (44462.230000 sec): 3 clusters
  Score: Raw -10730276.234310 + Penalty 3731.935527 = -10726544.298784
  nChanged 635
		SP:Iteration 28Q (44462.870000 sec): 3 clusters
  Score: Raw -10730508.516784 + Penalty 3731.935527 = -10726776.581257
  nChanged 558
		SP:Iteration 29Q (44463.570000 sec): 3 clusters
  Score: Raw -10730682.054914 + Penalty 3731.935527 = -10726950.119387
  nChanged 506
		SP:Iteration 30Q (44464.230000 sec): 3 clusters
  Score: Raw -10730829.689881 + Penalty 3731.935527 = -10727097.754354
  nChanged 446
		SP:Iteration 31Q (44464.830000 sec): 3 clusters
  Score: Raw -10730949.094933 + Penalty 3731.935527 = -10727217.159407
  nChanged 428
		SP:Iteration 32Q (44465.380000 sec): 3 clusters
  Score: Raw -10731057.391070 + Penalty 3731.935527 = -10727325.455543
  nChanged 376
		SP:Iteration 33Q (44465.890000 sec): 3 clusters
  Score: Raw -10731137.185388 + Penalty 3731.935527 = -10727405.249861
  nChanged 327
		SP:Iteration 34Q (44466.430000 sec): 3 clusters
  Score: Raw -10731196.069582 + Penalty 3731.935527 = -10727464.134055
  nChanged 297
		SP:Iteration 35Q (44466.920000 sec): 3 clusters
  Score: Raw -10731243.129158 + Penalty 3731.935527 = -10727511.193632
  nChanged 272
		SP:Iteration 36Q (44467.510000 sec): 3 clusters
  Score: Raw -10731281.515531 + Penalty 3731.935527 = -10727549.580004
  nChanged 247
		SP:Iteration 37Q (44468.090000 sec): 3 clusters
  Score: Raw -10731311.030354 + Penalty 3731.935527 = -10727579.094828
  nChanged 215
		SP:Iteration 38Q (44468.610000 sec): 3 clusters
  Score: Raw -10731335.851598 + Penalty 3731.935527 = -10727603.916071
  nChanged 204
		SP:Iteration 39Q (44469.100000 sec): 3 clusters
  Score: Raw -10731358.397656 + Penalty 3731.935527 = -10727626.462130
  nChanged 183
		SP:Iteration 40F (44469.650000 sec): 3 clusters
  Score: Raw -10731376.102717 + Penalty 3731.935527 = -10727644.167190
  nChanged 153
		SP:Iteration 41Q (44470.290000 sec): 3 clusters
  Score: Raw -10731389.524480 + Penalty 3731.935527 = -10727657.588953
  nChanged 139
		SP:Iteration 42Q (44471.010000 sec): 3 clusters
  Score: Raw -10731400.304420 + Penalty 3731.935527 = -10727668.368894
  nChanged 119
		SP:Iteration 43Q (44471.650000 sec): 3 clusters
  Score: Raw -10731409.017116 + Penalty 3731.935527 = -10727677.081589
  nChanged 108
		SP:Iteration 44Q (44472.440000 sec): 3 clusters
  Score: Raw -10731415.741536 + Penalty 3731.935527 = -10727683.806009
  nChanged 85
		SP:Iteration 45Q (44473.080000 sec): 3 clusters
  Score: Raw -10731420.603046 + Penalty 3731.935527 = -10727688.667519
  nChanged 67
		SP:Iteration 46Q (44473.600000 sec): 3 clusters
  Score: Raw -10731424.030917 + Penalty 3731.935527 = -10727692.095390
  nChanged 52
		SP:Iteration 47Q (44474.170000 sec): 3 clusters
  Score: Raw -10731426.466939 + Penalty 3731.935527 = -10727694.531412
  nChanged 42
		SP:Iteration 48Q (44474.820000 sec): 3 clusters
  Score: Raw -10731428.110247 + Penalty 3731.935527 = -10727696.174721
  nChanged 35
		SP:Iteration 49Q (44475.570000 sec): 3 clusters
  Score: Raw -10731429.511580 + Penalty 3731.935527 = -10727697.576054
  nChanged 38
		SP:Iteration 50Q (44476.240000 sec): 3 clusters
  Score: Raw -10731431.387606 + Penalty 3731.935527 = -10727699.452079
  nChanged 32
		SP:Iteration 51Q (44476.890000 sec): 3 clusters
  Score: Raw -10731432.765070 + Penalty 3731.935527 = -10727700.829543
  nChanged 30
		SP:Iteration 52Q (44477.520000 sec): 3 clusters
  Score: Raw -10731433.840194 + Penalty 3731.935527 = -10727701.904667
  nChanged 26
		SP:Iteration 53Q (44478.170000 sec): 3 clusters
  Score: Raw -10731434.953069 + Penalty 3731.935527 = -10727703.017542
  nChanged 28
		SP:Iteration 54Q (44478.690000 sec): 3 clusters
  Score: Raw -10731435.922837 + Penalty 3731.935527 = -10727703.987311
  nChanged 24
		SP:Iteration 55Q (44479.380000 sec): 3 clusters
  Score: Raw -10731436.834952 + Penalty 3731.935527 = -10727704.899425
  nChanged 17
		SP:Iteration 56Q (44479.930000 sec): 3 clusters
  Score: Raw -10731437.292774 + Penalty 3731.935527 = -10727705.357248
  nChanged 15
		SP:Iteration 57Q (44480.630000 sec): 3 clusters
  Score: Raw -10731437.797838 + Penalty 3731.935527 = -10727705.862312
  nChanged 16
		SP:Iteration 58Q (44481.300000 sec): 3 clusters
  Score: Raw -10731438.317745 + Penalty 3731.935527 = -10727706.382218
  nChanged 13
		SP:Iteration 59Q (44481.900000 sec): 3 clusters
  Score: Raw -10731438.732121 + Penalty 3731.935527 = -10727706.796594
  nChanged 15
		SP:Iteration 60F (44482.460000 sec): 3 clusters
  Score: Raw -10731439.101075 + Penalty 3731.935527 = -10727707.165549
  nChanged 9
		SP:Iteration 61Q (44483.040000 sec): 3 clusters
  Score: Raw -10731439.327662 + Penalty 3731.935527 = -10727707.392136
  nChanged 8
		SP:Iteration 62Q (44483.700000 sec): 3 clusters
  Score: Raw -10731439.554074 + Penalty 3731.935527 = -10727707.618547
  nChanged 8
		SP:Iteration 63Q (44484.330000 sec): 3 clusters
  Score: Raw -10731439.727441 + Penalty 3731.935527 = -10727707.791914
  nChanged 3
		SP:Iteration 64Q (44485.020000 sec): 3 clusters
  Score: Raw -10731439.762295 + Penalty 3731.935527 = -10727707.826768
  nChanged 1
		SP:Iteration 65Q (44485.640000 sec): 3 clusters
  Score: Raw -10731439.770593 + Penalty 3731.935527 = -10727707.835066
  nChanged 0
		SP:Iteration 66F (44486.210000 sec): 3 clusters
  Score: Raw -10731439.770593 + Penalty 3731.935527 = -10727707.835066
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Iteration 20F (44585.610000 sec): 36 clusters
  Score: Raw -168796358.061028 + Penalty 81078.072641 = -168715279.988387
  nChanged 76181
Iteration 21Q (44644.070000 sec): 36 clusters
  Score: Raw -168827185.752211 + Penalty 81078.072641 = -168746107.679570
  nChanged 47827
Iteration 22Q (44707.840000 sec): 36 clusters
  Score: Raw -168842526.357705 + Penalty 81078.072641 = -168761448.285065
  nChanged 38434
Iteration 23Q (44766.280000 sec): 36 clusters
  Score: Raw -168853015.081203 + Penalty 81078.072641 = -168771937.008562
  nChanged 33282
Iteration 24Q (44830.170000 sec): 36 clusters
  Score: Raw -168861261.383569 + Penalty 81078.072641 = -168780183.310928
  nChanged 29692
Iteration 25Q (44890.340000 sec): 36 clusters
  Score: Raw -168867955.931789 + Penalty 81078.072641 = -168786877.859148
  nChanged 27017
Iteration 26Q (44956.830000 sec): 36 clusters
  Score: Raw -168873655.411690 + Penalty 81078.072641 = -168792577.339049
  nChanged 24923
Iteration 27Q (45017.760000 sec): 36 clusters
  Score: Raw -168878587.944429 + Penalty 81078.072641 = -168797509.871788
  nChanged 22953
Iteration 28Q (45074.120000 sec): 36 clusters
  Score: Raw -168882799.470329 + Penalty 81078.072641 = -168801721.397688
  nChanged 21208
Iteration 29Q (45123.860000 sec): 36 clusters
  Score: Raw -168886443.564173 + Penalty 81078.072641 = -168805365.491532
  nChanged 19318
Iteration 30Q (45180.910000 sec): 36 clusters
  Score: Raw -168889517.286104 + Penalty 81078.072641 = -168808439.213464
  nChanged 17834
Iteration 31Q (45236.520000 sec): 36 clusters
  Score: Raw -168892234.498742 + Penalty 81078.072641 = -168811156.426101
  nChanged 16686
Iteration 32Q (45291.860000 sec): 36 clusters
  Score: Raw -168894715.165779 + Penalty 81078.072641 = -168813637.093138
  nChanged 15753
Iteration 33Q (45346.390000 sec): 36 clusters
  Score: Raw -168896921.066011 + Penalty 81078.072641 = -168815842.993370
  nChanged 14878
Iteration 34Q (45406.240000 sec): 36 clusters
  Score: Raw -168898972.005619 + Penalty 81078.072641 = -168817893.932978
  nChanged 14096
Iteration 35Q (45465.820000 sec): 36 clusters
  Score: Raw -168900851.024649 + Penalty 81078.072641 = -168819772.952008
  nChanged 13317
Iteration 36Q (45519.960000 sec): 36 clusters
  Score: Raw -168902524.940302 + Penalty 81078.072641 = -168821446.867661
  nChanged 12464
Iteration 37Q (45576.080000 sec): 36 clusters
  Score: Raw -168904076.608847 + Penalty 81078.072641 = -168822998.536207
  nChanged 11939
Iteration 38Q (45628.810000 sec): 36 clusters
  Score: Raw -168905543.515340 + Penalty 81078.072641 = -168824465.442699
  nChanged 11270
Iteration 39Q (45684.380000 sec): 36 clusters
  Score: Raw -168906933.424140 + Penalty 81078.072641 = -168825855.351499
  nChanged 10648
Iteration 40F (45779.670000 sec): 36 clusters
  Score: Raw -168909209.846507 + Penalty 81078.072641 = -168828131.773866
  nChanged 11474
Iteration 41Q (45832.850000 sec): 36 clusters
  Score: Raw -168911131.028728 + Penalty 81078.072641 = -168830052.956087
  nChanged 11422
Iteration 42Q (45885.820000 sec): 36 clusters
  Score: Raw -168912805.523963 + Penalty 81078.072641 = -168831727.451322
  nChanged 11404
Iteration 43Q (45935.060000 sec): 36 clusters
  Score: Raw -168914471.052693 + Penalty 81078.072641 = -168833392.980052
  nChanged 11099
Iteration 44Q (45985.200000 sec): 36 clusters
  Score: Raw -168916138.568530 + Penalty 81078.072641 = -168835060.495889
  nChanged 11061
Iteration 45Q (46035.210000 sec): 36 clusters
  Score: Raw -168917819.241814 + Penalty 81078.072641 = -168836741.169173
  nChanged 10786
Iteration 46Q (46090.900000 sec): 36 clusters
  Score: Raw -168919495.489212 + Penalty 81078.072641 = -168838417.416571
  nChanged 10672
Iteration 47Q (46151.340000 sec): 36 clusters
  Score: Raw -168921296.079390 + Penalty 81078.072641 = -168840218.006749
  nChanged 10475
Iteration 48Q (46212.370000 sec): 36 clusters
  Score: Raw -168922952.841286 + Penalty 81078.072641 = -168841874.768645
  nChanged 10235
Iteration 49Q (46267.930000 sec): 36 clusters
  Score: Raw -168924361.097233 + Penalty 81078.072641 = -168843283.024592
  nChanged 9732
Iteration 50Q (46323.450000 sec): 36 clusters
  Score: Raw -168925530.249584 + Penalty 81078.072641 = -168844452.176943
  nChanged 9267
Iteration 51Q (46370.750000 sec): 36 clusters
  Score: Raw -168926574.917227 + Penalty 81078.072641 = -168845496.844587
  nChanged 9055
Iteration 52Q (46423.100000 sec): 36 clusters
  Score: Raw -168927586.340294 + Penalty 81078.072641 = -168846508.267653
  nChanged 9019
Iteration 53Q (46474.180000 sec): 36 clusters
  Score: Raw -168928597.579036 + Penalty 81078.072641 = -168847519.506395
  nChanged 8926
Iteration 54Q (46529.910000 sec): 36 clusters
  Score: Raw -168929619.921968 + Penalty 81078.072641 = -168848541.849327
  nChanged 9036
Iteration 55Q (46585.950000 sec): 36 clusters
  Score: Raw -168930656.525929 + Penalty 81078.072641 = -168849578.453289
  nChanged 9088
Iteration 56Q (46643.410000 sec): 36 clusters
  Score: Raw -168931673.077371 + Penalty 81078.072641 = -168850595.004730
  nChanged 9078
Iteration 57Q (46700.150000 sec): 36 clusters
  Score: Raw -168932696.037931 + Penalty 81078.072641 = -168851617.965290
  nChanged 9167
Iteration 58Q (46753.700000 sec): 36 clusters
  Score: Raw -168933696.068482 + Penalty 81078.072641 = -168852617.995841
  nChanged 9133
Writing temp clu file 
Because OldScore, -168851617.965290, is greater than current (better) Score,-168852617.995841 
 Compute initial score before splitting:   Score: Raw -168933696.068482 + Penalty 81078.072641 = -168852617.995841
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (3032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46754.360000 sec): 2 clusters
  Score: Raw -382280.861786 + Penalty 1302.758884 = -380978.102902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46754.530000 sec): 3 clusters
  Score: Raw -380843.652030 + Penalty 2605.517768 = -378238.134262
  nChanged 1130
		SP:Iteration 1F (46754.750000 sec): 3 clusters
  Score: Raw -381491.269635 + Penalty 2605.517768 = -378885.751867
  nChanged 234
		SP:Iteration 2F (46754.930000 sec): 3 clusters
  Score: Raw -381609.199618 + Penalty 2605.517768 = -379003.681851
  nChanged 130
		SP:Iteration 3Q (46755.150000 sec): 3 clusters
  Score: Raw -381668.211647 + Penalty 2605.517768 = -379062.693879
  nChanged 75
		SP:Iteration 4Q (46755.340000 sec): 3 clusters
  Score: Raw -381703.148353 + Penalty 2605.517768 = -379097.630585
  nChanged 58
		SP:Iteration 5Q (46755.520000 sec): 3 clusters
  Score: Raw -381730.892337 + Penalty 2605.517768 = -379125.374569
  nChanged 46
		SP:Iteration 6Q (46755.650000 sec): 3 clusters
  Score: Raw -381753.091349 + Penalty 2605.517768 = -379147.573581
  nChanged 47
		SP:Iteration 7Q (46755.860000 sec): 3 clusters
  Score: Raw -381771.969059 + Penalty 2605.517768 = -379166.451292
  nChanged 39
		SP:Iteration 8Q (46756.000000 sec): 3 clusters
  Score: Raw -381785.832598 + Penalty 2605.517768 = -379180.314831
  nChanged 33
		SP:Iteration 9Q (46756.190000 sec): 3 clusters
  Score: Raw -381797.359820 + Penalty 2605.517768 = -379191.842052
  nChanged 28
		SP:Iteration 10Q (46756.330000 sec): 3 clusters
  Score: Raw -381809.374139 + Penalty 2605.517768 = -379203.856372
  nChanged 35
		SP:Iteration 11Q (46756.560000 sec): 3 clusters
  Score: Raw -381824.747540 + Penalty 2605.517768 = -379219.229772
  nChanged 25
		SP:Iteration 12Q (46756.780000 sec): 3 clusters
  Score: Raw -381835.295774 + Penalty 2605.517768 = -379229.778006
  nChanged 26
		SP:Iteration 13Q (46756.940000 sec): 3 clusters
  Score: Raw -381847.779425 + Penalty 2605.517768 = -379242.261657
  nChanged 39
		SP:Iteration 14Q (46757.150000 sec): 3 clusters
  Score: Raw -381865.166588 + Penalty 2605.517768 = -379259.648820
  nChanged 38
		SP:Iteration 15Q (46757.350000 sec): 3 clusters
  Score: Raw -381881.669766 + Penalty 2605.517768 = -379276.151998
  nChanged 28
		SP:Iteration 16Q (46757.510000 sec): 3 clusters
  Score: Raw -381890.929994 + Penalty 2605.517768 = -379285.412226
  nChanged 18
		SP:Iteration 17Q (46757.710000 sec): 3 clusters
  Score: Raw -381898.049879 + Penalty 2605.517768 = -379292.532112
  nChanged 21
		SP:Iteration 18Q (46757.850000 sec): 3 clusters
  Score: Raw -381905.114940 + Penalty 2605.517768 = -379299.597172
  nChanged 10
		SP:Iteration 19Q (46758.020000 sec): 3 clusters
  Score: Raw -381908.943257 + Penalty 2605.517768 = -379303.425489
  nChanged 12
		SP:Iteration 20F (46758.210000 sec): 3 clusters
  Score: Raw -381911.982914 + Penalty 2605.517768 = -379306.465146
  nChanged 7
		SP:Iteration 21Q (46758.420000 sec): 3 clusters
  Score: Raw -381914.791878 + Penalty 2605.517768 = -379309.274110
  nChanged 8
		SP:Iteration 22Q (46758.580000 sec): 3 clusters
  Score: Raw -381917.662214 + Penalty 2605.517768 = -379312.144446
  nChanged 8
		SP:Iteration 23Q (46758.760000 sec): 3 clusters
  Score: Raw -381920.469384 + Penalty 2605.517768 = -379314.951616
  nChanged 7
		SP:Iteration 24Q (46758.970000 sec): 3 clusters
  Score: Raw -381923.256534 + Penalty 2605.517768 = -379317.738766
  nChanged 8
		SP:Iteration 25Q (46759.170000 sec): 3 clusters
  Score: Raw -381925.928810 + Penalty 2605.517768 = -379320.411043
  nChanged 9
		SP:Iteration 26Q (46759.370000 sec): 3 clusters
  Score: Raw -381929.633413 + Penalty 2605.517768 = -379324.115646
  nChanged 10
		SP:Iteration 27Q (46759.540000 sec): 3 clusters
  Score: Raw -381933.435735 + Penalty 2605.517768 = -379327.917968
  nChanged 13
		SP:Iteration 28Q (46759.760000 sec): 3 clusters
  Score: Raw -381939.358145 + Penalty 2605.517768 = -379333.840377
  nChanged 16
		SP:Iteration 29Q (46759.920000 sec): 3 clusters
  Score: Raw -381943.716741 + Penalty 2605.517768 = -379338.198973
  nChanged 14
		SP:Iteration 30Q (46760.120000 sec): 3 clusters
  Score: Raw -381948.802867 + Penalty 2605.517768 = -379343.285099
  nChanged 10
		SP:Iteration 31Q (46760.320000 sec): 3 clusters
  Score: Raw -381951.577735 + Penalty 2605.517768 = -379346.059967
  nChanged 6
		SP:Iteration 32Q (46760.510000 sec): 3 clusters
  Score: Raw -381953.196959 + Penalty 2605.517768 = -379347.679191
  nChanged 10
		SP:Iteration 33Q (46760.680000 sec): 3 clusters
  Score: Raw -381956.302634 + Penalty 2605.517768 = -379350.784866
  nChanged 13
		SP:Iteration 34Q (46760.880000 sec): 3 clusters
  Score: Raw -381961.090863 + Penalty 2605.517768 = -379355.573096
  nChanged 7
		SP:Iteration 35Q (46761.080000 sec): 3 clusters
  Score: Raw -381963.609710 + Penalty 2605.517768 = -379358.091942
  nChanged 7
		SP:Iteration 36Q (46761.270000 sec): 3 clusters
  Score: Raw -381965.493237 + Penalty 2605.517768 = -379359.975469
  nChanged 4
		SP:Iteration 37Q (46761.450000 sec): 3 clusters
  Score: Raw -381966.307636 + Penalty 2605.517768 = -379360.789869
  nChanged 4
		SP:Iteration 38Q (46761.680000 sec): 3 clusters
  Score: Raw -381967.717439 + Penalty 2605.517768 = -379362.199672
  nChanged 5
		SP:Iteration 39Q (46761.860000 sec): 3 clusters
  Score: Raw -381968.739875 + Penalty 2605.517768 = -379363.222107
  nChanged 7
		SP:Iteration 40F (46762.080000 sec): 3 clusters
  Score: Raw -381970.841600 + Penalty 2605.517768 = -379365.323832
  nChanged 5
		SP:Iteration 41Q (46762.240000 sec): 3 clusters
  Score: Raw -381973.149145 + Penalty 2605.517768 = -379367.631377
  nChanged 4
		SP:Iteration 42Q (46762.450000 sec): 3 clusters
  Score: Raw -381975.370521 + Penalty 2605.517768 = -379369.852753
  nChanged 7
		SP:Iteration 43Q (46762.660000 sec): 3 clusters
  Score: Raw -381978.329799 + Penalty 2605.517768 = -379372.812032
  nChanged 11
		SP:Iteration 44Q (46762.800000 sec): 3 clusters
  Score: Raw -381983.012213 + Penalty 2605.517768 = -379377.494445
  nChanged 16
		SP:Iteration 45Q (46763.020000 sec): 3 clusters
  Score: Raw -381988.418424 + Penalty 2605.517768 = -379382.900656
  nChanged 11
		SP:Iteration 46Q (46763.200000 sec): 3 clusters
  Score: Raw -381991.419504 + Penalty 2605.517768 = -379385.901736
  nChanged 10
		SP:Iteration 47Q (46763.380000 sec): 3 clusters
  Score: Raw -381994.319036 + Penalty 2605.517768 = -379388.801268
  nChanged 6
		SP:Iteration 48Q (46763.560000 sec): 3 clusters
  Score: Raw -381996.042592 + Penalty 2605.517768 = -379390.524824
  nChanged 10
		SP:Iteration 49Q (46763.750000 sec): 3 clusters
  Score: Raw -381999.836967 + Penalty 2605.517768 = -379394.319199
  nChanged 14
		SP:Iteration 50Q (46763.900000 sec): 3 clusters
  Score: Raw -382004.546277 + Penalty 2605.517768 = -379399.028509
  nChanged 16
		SP:Iteration 51Q (46764.080000 sec): 3 clusters
  Score: Raw -382011.336880 + Penalty 2605.517768 = -379405.819112
  nChanged 18
		SP:Iteration 52Q (46764.260000 sec): 3 clusters
  Score: Raw -382018.739609 + Penalty 2605.517768 = -379413.221841
  nChanged 18
		SP:Iteration 53Q (46764.480000 sec): 3 clusters
  Score: Raw -382026.626712 + Penalty 2605.517768 = -379421.108944
  nChanged 22
		SP:Iteration 54Q (46764.690000 sec): 3 clusters
  Score: Raw -382036.031208 + Penalty 2605.517768 = -379430.513440
  nChanged 24
		SP:Iteration 55Q (46764.920000 sec): 3 clusters
  Score: Raw -382045.138548 + Penalty 2605.517768 = -379439.620780
  nChanged 18
		SP:Iteration 56Q (46765.120000 sec): 3 clusters
  Score: Raw -382052.353295 + Penalty 2605.517768 = -379446.835527
  nChanged 27
		SP:Iteration 57Q (46765.330000 sec): 3 clusters
  Score: Raw -382062.983810 + Penalty 2605.517768 = -379457.466042
  nChanged 16
		SP:Iteration 58Q (46765.540000 sec): 3 clusters
  Score: Raw -382071.212559 + Penalty 2605.517768 = -379465.694792
  nChanged 28
		SP:Iteration 59Q (46765.760000 sec): 3 clusters
  Score: Raw -382083.367813 + Penalty 2605.517768 = -379477.850045
  nChanged 14
		SP:Iteration 60F (46765.940000 sec): 3 clusters
  Score: Raw -382089.225784 + Penalty 2605.517768 = -379483.708017
  nChanged 14
		SP:Iteration 61Q (46766.150000 sec): 3 clusters
  Score: Raw -382094.718830 + Penalty 2605.517768 = -379489.201062
  nChanged 10
		SP:Iteration 62Q (46766.290000 sec): 3 clusters
  Score: Raw -382099.518369 + Penalty 2605.517768 = -379494.000601
  nChanged 14
		SP:Iteration 63Q (46766.490000 sec): 3 clusters
  Score: Raw -382105.499910 + Penalty 2605.517768 = -379499.982143
  nChanged 15
		SP:Iteration 64Q (46766.700000 sec): 3 clusters
  Score: Raw -382112.223585 + Penalty 2605.517768 = -379506.705817
  nChanged 12
		SP:Iteration 65Q (46766.880000 sec): 3 clusters
  Score: Raw -382116.654076 + Penalty 2605.517768 = -379511.136309
  nChanged 15
		SP:Iteration 66Q (46767.060000 sec): 3 clusters
  Score: Raw -382122.402809 + Penalty 2605.517768 = -379516.885041
  nChanged 15
		SP:Iteration 67Q (46767.260000 sec): 3 clusters
  Score: Raw -382129.710031 + Penalty 2605.517768 = -379524.192263
  nChanged 16
		SP:Iteration 68Q (46767.490000 sec): 3 clusters
  Score: Raw -382136.674344 + Penalty 2605.517768 = -379531.156576
  nChanged 17
		SP:Iteration 69Q (46767.660000 sec): 3 clusters
  Score: Raw -382145.151991 + Penalty 2605.517768 = -379539.634223
  nChanged 11
		SP:Iteration 70Q (46767.870000 sec): 3 clusters
  Score: Raw -382149.334416 + Penalty 2605.517768 = -379543.816648
  nChanged 8
		SP:Iteration 71Q (46768.060000 sec): 3 clusters
  Score: Raw -382152.307889 + Penalty 2605.517768 = -379546.790122
  nChanged 5
		SP:Iteration 72Q (46768.220000 sec): 3 clusters
  Score: Raw -382155.341476 + Penalty 2605.517768 = -379549.823709
  nChanged 13
		SP:Iteration 73Q (46768.430000 sec): 3 clusters
  Score: Raw -382160.247626 + Penalty 2605.517768 = -379554.729858
  nChanged 7
		SP:Iteration 74Q (46768.660000 sec): 3 clusters
  Score: Raw -382162.761384 + Penalty 2605.517768 = -379557.243617
  nChanged 9
		SP:Iteration 75Q (46768.840000 sec): 3 clusters
  Score: Raw -382167.365823 + Penalty 2605.517768 = -379561.848055
  nChanged 9
		SP:Iteration 76Q (46769.010000 sec): 3 clusters
  Score: Raw -382171.377225 + Penalty 2605.517768 = -379565.859457
  nChanged 10
		SP:Iteration 77Q (46769.140000 sec): 3 clusters
  Score: Raw -382177.491886 + Penalty 2605.517768 = -379571.974118
  nChanged 12
		SP:Iteration 78Q (46769.310000 sec): 3 clusters
  Score: Raw -382183.113885 + Penalty 2605.517768 = -379577.596118
  nChanged 13
		SP:Iteration 79Q (46769.480000 sec): 3 clusters
  Score: Raw -382188.799306 + Penalty 2605.517768 = -379583.281538
  nChanged 13
		SP:Iteration 80F (46769.670000 sec): 3 clusters
  Score: Raw -382194.832571 + Penalty 2605.517768 = -379589.314803
  nChanged 15
		SP:Iteration 81Q (46769.820000 sec): 3 clusters
  Score: Raw -382199.610922 + Penalty 2605.517768 = -379594.093155
  nChanged 9
		SP:Iteration 82Q (46770.020000 sec): 3 clusters
  Score: Raw -382203.629248 + Penalty 2605.517768 = -379598.111481
  nChanged 9
		SP:Iteration 83Q (46770.180000 sec): 3 clusters
  Score: Raw -382208.640301 + Penalty 2605.517768 = -379603.122533
  nChanged 12
		SP:Iteration 84Q (46770.380000 sec): 3 clusters
  Score: Raw -382214.407305 + Penalty 2605.517768 = -379608.889537
  nChanged 15
		SP:Iteration 85Q (46770.520000 sec): 3 clusters
  Score: Raw -382222.997681 + Penalty 2605.517768 = -379617.479913
  nChanged 12
		SP:Iteration 86Q (46770.730000 sec): 3 clusters
  Score: Raw -382227.905094 + Penalty 2605.517768 = -379622.387327
  nChanged 13
		SP:Iteration 87Q (46770.920000 sec): 3 clusters
  Score: Raw -382235.531006 + Penalty 2605.517768 = -379630.013238
  nChanged 12
		SP:Iteration 88Q (46771.110000 sec): 3 clusters
  Score: Raw -382242.988273 + Penalty 2605.517768 = -379637.470506
  nChanged 17
		SP:Iteration 89Q (46771.270000 sec): 3 clusters
  Score: Raw -382250.817524 + Penalty 2605.517768 = -379645.299756
  nChanged 15
		SP:Iteration 90Q (46771.450000 sec): 3 clusters
  Score: Raw -382258.019283 + Penalty 2605.517768 = -379652.501515
  nChanged 9
		SP:Iteration 91Q (46771.660000 sec): 3 clusters
  Score: Raw -382263.139379 + Penalty 2605.517768 = -379657.621611
  nChanged 13
		SP:Iteration 92Q (46771.830000 sec): 3 clusters
  Score: Raw -382270.677091 + Penalty 2605.517768 = -379665.159323
  nChanged 13
		SP:Iteration 93Q (46772.070000 sec): 3 clusters
  Score: Raw -382277.921428 + Penalty 2605.517768 = -379672.403660
  nChanged 9
		SP:Iteration 94Q (46772.200000 sec): 3 clusters
  Score: Raw -382284.345567 + Penalty 2605.517768 = -379678.827799
  nChanged 12
		SP:Iteration 95Q (46772.450000 sec): 3 clusters
  Score: Raw -382291.701450 + Penalty 2605.517768 = -379686.183683
  nChanged 8
		SP:Iteration 96Q (46772.620000 sec): 3 clusters
  Score: Raw -382295.628407 + Penalty 2605.517768 = -379690.110639
  nChanged 6
		SP:Iteration 97Q (46772.780000 sec): 3 clusters
  Score: Raw -382299.557177 + Penalty 2605.517768 = -379694.039409
  nChanged 6
		SP:Iteration 98Q (46772.970000 sec): 3 clusters
  Score: Raw -382303.617569 + Penalty 2605.517768 = -379698.099801
  nChanged 8
		SP:Iteration 99Q (46773.150000 sec): 3 clusters
  Score: Raw -382308.294421 + Penalty 2605.517768 = -379702.776653
  nChanged 8
		SP:Iteration 100F (46773.370000 sec): 3 clusters
  Score: Raw -382312.748854 + Penalty 2605.517768 = -379707.231086
  nChanged 4
		SP:Iteration 101Q (46773.520000 sec): 3 clusters
  Score: Raw -382313.942409 + Penalty 2605.517768 = -379708.424641
  nChanged 1
		SP:Iteration 102Q (46773.700000 sec): 3 clusters
  Score: Raw -382314.535992 + Penalty 2605.517768 = -379709.018225
  nChanged 1
		SP:Iteration 103Q (46773.870000 sec): 3 clusters
  Score: Raw -382315.296679 + Penalty 2605.517768 = -379709.778912
  nChanged 0
		SP:Iteration 104F (46774.040000 sec): 3 clusters
  Score: Raw -382315.296679 + Penalty 2605.517768 = -379709.778912
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46774.180000 sec): 2 clusters
  Score: Raw -260990.479424 + Penalty 1281.610362 = -259708.869061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46774.390000 sec): 3 clusters
  Score: Raw -260332.230732 + Penalty 2563.220725 = -257769.010007
  nChanged 1076
		SP:Iteration 1F (46774.550000 sec): 3 clusters
  Score: Raw -263970.700736 + Penalty 2563.220725 = -261407.480011
  nChanged 548
		SP:Iteration 2F (46774.710000 sec): 3 clusters
  Score: Raw -267548.858574 + Penalty 2563.220725 = -264985.637850
  nChanged 243
		SP:Iteration 3F (46774.890000 sec): 3 clusters
  Score: Raw -271523.756223 + Penalty 2563.220725 = -268960.535499
  nChanged 99
		SP:Iteration 4Q (46775.110000 sec): 3 clusters
  Score: Raw -271862.758513 + Penalty 2563.220725 = -269299.537788
  nChanged 16
		SP:Iteration 5Q (46775.310000 sec): 3 clusters
  Score: Raw -271873.989406 + Penalty 2563.220725 = -269310.768681
  nChanged 4
		SP:Iteration 6Q (46775.470000 sec): 3 clusters
  Score: Raw -271876.325805 + Penalty 2563.220725 = -269313.105080
  nChanged 1
		SP:Iteration 7Q (46775.660000 sec): 3 clusters
  Score: Raw -271876.750162 + Penalty 2563.220725 = -269313.529438
  nChanged 0
		SP:Iteration 8F (46775.850000 sec): 3 clusters
  Score: Raw -271876.750162 + Penalty 2563.220725 = -269313.529438
  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 11.42 GB.

 Trying to split cluster 3 (16670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46776.020000 sec): 2 clusters
  Score: Raw -1876775.023253 + Penalty 1579.721971 = -1875195.301282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46776.320000 sec): 3 clusters
  Score: Raw -1866903.294074 + Penalty 3159.443942 = -1863743.850132
  nChanged 7479
		SP:Iteration 1F (46776.550000 sec): 3 clusters
  Score: Raw -1871202.798171 + Penalty 3159.443942 = -1868043.354229
  nChanged 997
		SP:Iteration 2F (46776.850000 sec): 3 clusters
  Score: Raw -1871671.691192 + Penalty 3159.443942 = -1868512.247250
  nChanged 908
		SP:Iteration 3F (46777.070000 sec): 3 clusters
  Score: Raw -1872140.971805 + Penalty 3159.443942 = -1868981.527863
  nChanged 872
		SP:Iteration 4F (46777.430000 sec): 3 clusters
  Score: Raw -1872574.692400 + Penalty 3159.443942 = -1869415.248458
  nChanged 842
		SP:Iteration 5F (46777.660000 sec): 3 clusters
  Score: Raw -1873027.341949 + Penalty 3159.443942 = -1869867.898007
  nChanged 852
		SP:Iteration 6F (46777.950000 sec): 3 clusters
  Score: Raw -1873499.978779 + Penalty 3159.443942 = -1870340.534837
  nChanged 842
		SP:Iteration 7F (46778.220000 sec): 3 clusters
  Score: Raw -1873984.915226 + Penalty 3159.443942 = -1870825.471284
  nChanged 804
		SP:Iteration 8Q (46778.550000 sec): 3 clusters
  Score: Raw -1874458.909687 + Penalty 3159.443942 = -1871299.465745
  nChanged 693
		SP:Iteration 9Q (46778.900000 sec): 3 clusters
  Score: Raw -1874830.553630 + Penalty 3159.443942 = -1871671.109688
  nChanged 553
		SP:Iteration 10Q (46779.170000 sec): 3 clusters
  Score: Raw -1875107.041770 + Penalty 3159.443942 = -1871947.597828
  nChanged 464
		SP:Iteration 11Q (46779.410000 sec): 3 clusters
  Score: Raw -1875310.425654 + Penalty 3159.443942 = -1872150.981712
  nChanged 387
		SP:Iteration 12Q (46779.680000 sec): 3 clusters
  Score: Raw -1875473.789113 + Penalty 3159.443942 = -1872314.345171
  nChanged 331
		SP:Iteration 13Q (46779.930000 sec): 3 clusters
  Score: Raw -1875594.666360 + Penalty 3159.443942 = -1872435.222418
  nChanged 267
		SP:Iteration 14Q (46780.200000 sec): 3 clusters
  Score: Raw -1875690.168037 + Penalty 3159.443942 = -1872530.724095
  nChanged 279
		SP:Iteration 15Q (46780.420000 sec): 3 clusters
  Score: Raw -1875780.630558 + Penalty 3159.443942 = -1872621.186616
  nChanged 256
		SP:Iteration 16Q (46780.620000 sec): 3 clusters
  Score: Raw -1875869.315185 + Penalty 3159.443942 = -1872709.871243
  nChanged 264
		SP:Iteration 17Q (46780.910000 sec): 3 clusters
  Score: Raw -1875965.155099 + Penalty 3159.443942 = -1872805.711157
  nChanged 222
		SP:Iteration 18Q (46781.160000 sec): 3 clusters
  Score: Raw -1876035.055990 + Penalty 3159.443942 = -1872875.612048
  nChanged 211
		SP:Iteration 19Q (46781.430000 sec): 3 clusters
  Score: Raw -1876103.249633 + Penalty 3159.443942 = -1872943.805691
  nChanged 228
		SP:Iteration 20F (46781.680000 sec): 3 clusters
  Score: Raw -1876187.042436 + Penalty 3159.443942 = -1873027.598494
  nChanged 230
		SP:Iteration 21Q (46781.940000 sec): 3 clusters
  Score: Raw -1876261.420335 + Penalty 3159.443942 = -1873101.976393
  nChanged 201
		SP:Iteration 22Q (46782.180000 sec): 3 clusters
  Score: Raw -1876325.404993 + Penalty 3159.443942 = -1873165.961051
  nChanged 189
		SP:Iteration 23Q (46782.400000 sec): 3 clusters
  Score: Raw -1876387.960714 + Penalty 3159.443942 = -1873228.516771
  nChanged 162
		SP:Iteration 24Q (46782.650000 sec): 3 clusters
  Score: Raw -1876437.498006 + Penalty 3159.443942 = -1873278.054064
  nChanged 166
		SP:Iteration 25Q (46782.890000 sec): 3 clusters
  Score: Raw -1876485.178694 + Penalty 3159.443942 = -1873325.734752
  nChanged 150
		SP:Iteration 26Q (46783.120000 sec): 3 clusters
  Score: Raw -1876528.184081 + Penalty 3159.443942 = -1873368.740139
  nChanged 137
		SP:Iteration 27Q (46783.400000 sec): 3 clusters
  Score: Raw -1876563.598919 + Penalty 3159.443942 = -1873404.154977
  nChanged 108
		SP:Iteration 28Q (46783.630000 sec): 3 clusters
  Score: Raw -1876591.869184 + Penalty 3159.443942 = -1873432.425242
  nChanged 95
		SP:Iteration 29Q (46783.900000 sec): 3 clusters
  Score: Raw -1876614.695377 + Penalty 3159.443942 = -1873455.251435
  nChanged 83
		SP:Iteration 30Q (46784.210000 sec): 3 clusters
  Score: Raw -1876634.229905 + Penalty 3159.443942 = -1873474.785963
  nChanged 80
		SP:Iteration 31Q (46784.510000 sec): 3 clusters
  Score: Raw -1876660.807494 + Penalty 3159.443942 = -1873501.363552
  nChanged 98
		SP:Iteration 32Q (46784.760000 sec): 3 clusters
  Score: Raw -1876693.075435 + Penalty 3159.443942 = -1873533.631493
  nChanged 114
		SP:Iteration 33Q (46785.040000 sec): 3 clusters
  Score: Raw -1876732.560945 + Penalty 3159.443942 = -1873573.117003
  nChanged 107
		SP:Iteration 34Q (46785.400000 sec): 3 clusters
  Score: Raw -1876765.091958 + Penalty 3159.443942 = -1873605.648016
  nChanged 93
		SP:Iteration 35Q (46785.650000 sec): 3 clusters
  Score: Raw -1876793.538847 + Penalty 3159.443942 = -1873634.094905
  nChanged 80
		SP:Iteration 36Q (46785.920000 sec): 3 clusters
  Score: Raw -1876820.337849 + Penalty 3159.443942 = -1873660.893907
  nChanged 71
		SP:Iteration 37Q (46786.210000 sec): 3 clusters
  Score: Raw -1876842.808330 + Penalty 3159.443942 = -1873683.364388
  nChanged 69
		SP:Iteration 38Q (46786.480000 sec): 3 clusters
  Score: Raw -1876862.972382 + Penalty 3159.443942 = -1873703.528440
  nChanged 69
		SP:Iteration 39Q (46786.760000 sec): 3 clusters
  Score: Raw -1876885.510222 + Penalty 3159.443942 = -1873726.066280
  nChanged 70
		SP:Iteration 40F (46787.100000 sec): 3 clusters
  Score: Raw -1876906.861585 + Penalty 3159.443942 = -1873747.417643
  nChanged 67
		SP:Iteration 41Q (46787.380000 sec): 3 clusters
  Score: Raw -1876925.433358 + Penalty 3159.443942 = -1873765.989416
  nChanged 61
		SP:Iteration 42Q (46787.630000 sec): 3 clusters
  Score: Raw -1876940.644232 + Penalty 3159.443942 = -1873781.200290
  nChanged 61
		SP:Iteration 43Q (46787.930000 sec): 3 clusters
  Score: Raw -1876956.611557 + Penalty 3159.443942 = -1873797.167615
  nChanged 49
		SP:Iteration 44Q (46788.160000 sec): 3 clusters
  Score: Raw -1876968.462467 + Penalty 3159.443942 = -1873809.018525
  nChanged 50
		SP:Iteration 45Q (46788.470000 sec): 3 clusters
  Score: Raw -1876981.264617 + Penalty 3159.443942 = -1873821.820675
  nChanged 39
		SP:Iteration 46Q (46788.750000 sec): 3 clusters
  Score: Raw -1876994.950577 + Penalty 3159.443942 = -1873835.506635
  nChanged 38
		SP:Iteration 47Q (46789.050000 sec): 3 clusters
  Score: Raw -1877005.567008 + Penalty 3159.443942 = -1873846.123066
  nChanged 37
		SP:Iteration 48Q (46789.320000 sec): 3 clusters
  Score: Raw -1877015.560043 + Penalty 3159.443942 = -1873856.116101
  nChanged 42
		SP:Iteration 49Q (46789.570000 sec): 3 clusters
  Score: Raw -1877026.989179 + Penalty 3159.443942 = -1873867.545237
  nChanged 50
		SP:Iteration 50Q (46789.820000 sec): 3 clusters
  Score: Raw -1877043.501789 + Penalty 3159.443942 = -1873884.057847
  nChanged 40
		SP:Iteration 51Q (46790.100000 sec): 3 clusters
  Score: Raw -1877058.545335 + Penalty 3159.443942 = -1873899.101393
  nChanged 48
		SP:Iteration 52Q (46790.330000 sec): 3 clusters
  Score: Raw -1877078.725876 + Penalty 3159.443942 = -1873919.281934
  nChanged 44
		SP:Iteration 53Q (46790.690000 sec): 3 clusters
  Score: Raw -1877094.314780 + Penalty 3159.443942 = -1873934.870838
  nChanged 45
		SP:Iteration 54Q (46790.920000 sec): 3 clusters
  Score: Raw -1877109.221132 + Penalty 3159.443942 = -1873949.777190
  nChanged 37
		SP:Iteration 55Q (46791.160000 sec): 3 clusters
  Score: Raw -1877120.177226 + Penalty 3159.443942 = -1873960.733284
  nChanged 33
		SP:Iteration 56Q (46791.430000 sec): 3 clusters
  Score: Raw -1877133.985218 + Penalty 3159.443942 = -1873974.541276
  nChanged 44
		SP:Iteration 57Q (46791.660000 sec): 3 clusters
  Score: Raw -1877149.799537 + Penalty 3159.443942 = -1873990.355595
  nChanged 34
		SP:Iteration 58Q (46791.930000 sec): 3 clusters
  Score: Raw -1877160.936167 + Penalty 3159.443942 = -1874001.492225
  nChanged 34
		SP:Iteration 59Q (46792.180000 sec): 3 clusters
  Score: Raw -1877175.415825 + Penalty 3159.443942 = -1874015.971883
  nChanged 33
		SP:Iteration 60F (46792.480000 sec): 3 clusters
  Score: Raw -1877185.488832 + Penalty 3159.443942 = -1874026.044890
  nChanged 27
		SP:Iteration 61Q (46792.760000 sec): 3 clusters
  Score: Raw -1877196.184049 + Penalty 3159.443942 = -1874036.740107
  nChanged 26
		SP:Iteration 62Q (46793.040000 sec): 3 clusters
  Score: Raw -1877206.690494 + Penalty 3159.443942 = -1874047.246552
  nChanged 26
		SP:Iteration 63Q (46793.300000 sec): 3 clusters
  Score: Raw -1877215.546306 + Penalty 3159.443942 = -1874056.102364
  nChanged 26
		SP:Iteration 64Q (46793.580000 sec): 3 clusters
  Score: Raw -1877227.756588 + Penalty 3159.443942 = -1874068.312646
  nChanged 25
		SP:Iteration 65Q (46793.870000 sec): 3 clusters
  Score: Raw -1877239.655691 + Penalty 3159.443942 = -1874080.211749
  nChanged 25
		SP:Iteration 66Q (46794.160000 sec): 3 clusters
  Score: Raw -1877251.561116 + Penalty 3159.443942 = -1874092.117174
  nChanged 30
		SP:Iteration 67Q (46794.410000 sec): 3 clusters
  Score: Raw -1877265.264533 + Penalty 3159.443942 = -1874105.820591
  nChanged 28
		SP:Iteration 68Q (46794.700000 sec): 3 clusters
  Score: Raw -1877275.111071 + Penalty 3159.443942 = -1874115.667129
  nChanged 20
		SP:Iteration 69Q (46794.940000 sec): 3 clusters
  Score: Raw -1877282.078870 + Penalty 3159.443942 = -1874122.634928
  nChanged 10
		SP:Iteration 70Q (46795.150000 sec): 3 clusters
  Score: Raw -1877284.482558 + Penalty 3159.443942 = -1874125.038616
  nChanged 8
		SP:Iteration 71Q (46795.450000 sec): 3 clusters
  Score: Raw -1877287.140447 + Penalty 3159.443942 = -1874127.696505
  nChanged 9
		SP:Iteration 72Q (46795.690000 sec): 3 clusters
  Score: Raw -1877289.109376 + Penalty 3159.443942 = -1874129.665434
  nChanged 2
		SP:Iteration 73Q (46795.910000 sec): 3 clusters
  Score: Raw -1877290.107710 + Penalty 3159.443942 = -1874130.663768
  nChanged 6
		SP:Iteration 74Q (46796.190000 sec): 3 clusters
  Score: Raw -1877292.278855 + Penalty 3159.443942 = -1874132.834913
  nChanged 9
		SP:Iteration 75Q (46796.520000 sec): 3 clusters
  Score: Raw -1877295.839565 + Penalty 3159.443942 = -1874136.395622
  nChanged 7
		SP:Iteration 76Q (46796.810000 sec): 3 clusters
  Score: Raw -1877297.269636 + Penalty 3159.443942 = -1874137.825694
  nChanged 2
		SP:Iteration 77Q (46797.060000 sec): 3 clusters
  Score: Raw -1877297.688417 + Penalty 3159.443942 = -1874138.244474
  nChanged 2
		SP:Iteration 78Q (46797.300000 sec): 3 clusters
  Score: Raw -1877298.132069 + Penalty 3159.443942 = -1874138.688127
  nChanged 1
		SP:Iteration 79Q (46797.580000 sec): 3 clusters
  Score: Raw -1877298.231591 + Penalty 3159.443942 = -1874138.787649
  nChanged 1
		SP:Iteration 80F (46797.860000 sec): 3 clusters
  Score: Raw -1877298.299874 + Penalty 3159.443942 = -1874138.855932
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (325838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46800.030000 sec): 2 clusters
  Score: Raw -36998672.390778 + Penalty 2062.800286 = -36996609.590492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46801.940000 sec): 3 clusters
  Score: Raw -36780317.179978 + Penalty 4125.600571 = -36776191.579407
  nChanged 159321
		SP:Iteration 1F (46803.680000 sec): 3 clusters
  Score: Raw -36879246.213821 + Penalty 4125.600571 = -36875120.613249
  nChanged 14104
		SP:Iteration 2Q (46805.510000 sec): 3 clusters
  Score: Raw -36885445.534067 + Penalty 4125.600571 = -36881319.933496
  nChanged 16836
		SP:Iteration 3F (46806.980000 sec): 3 clusters
  Score: Raw -36894159.833339 + Penalty 4125.600571 = -36890034.232767
  nChanged 18933
		SP:Iteration 4F (46808.450000 sec): 3 clusters
  Score: Raw -36904950.737382 + Penalty 4125.600571 = -36900825.136810
  nChanged 20608
		SP:Iteration 5F (46809.910000 sec): 3 clusters
  Score: Raw -36917868.116691 + Penalty 4125.600571 = -36913742.516120
  nChanged 21061
		SP:Iteration 6F (46811.460000 sec): 3 clusters
  Score: Raw -36931628.528162 + Penalty 4125.600571 = -36927502.927591
  nChanged 19555
		SP:Iteration 7F (46812.940000 sec): 3 clusters
  Score: Raw -36943575.568593 + Penalty 4125.600571 = -36939449.968022
  nChanged 16269
		SP:Iteration 8Q (46814.540000 sec): 3 clusters
  Score: Raw -36951210.327434 + Penalty 4125.600571 = -36947084.726862
  nChanged 11305
		SP:Iteration 9Q (46816.320000 sec): 3 clusters
  Score: Raw -36954741.860803 + Penalty 4125.600571 = -36950616.260231
  nChanged 7126
		SP:Iteration 10Q (46817.860000 sec): 3 clusters
  Score: Raw -36956219.223022 + Penalty 4125.600571 = -36952093.622451
  nChanged 4653
		SP:Iteration 11Q (46819.460000 sec): 3 clusters
  Score: Raw -36957019.644720 + Penalty 4125.600571 = -36952894.044149
  nChanged 3600
		SP:Iteration 12Q (46821.180000 sec): 3 clusters
  Score: Raw -36957634.786925 + Penalty 4125.600571 = -36953509.186353
  nChanged 3308
		SP:Iteration 13Q (46822.850000 sec): 3 clusters
  Score: Raw -36958196.154079 + Penalty 4125.600571 = -36954070.553507
  nChanged 3113
		SP:Iteration 14Q (46824.490000 sec): 3 clusters
  Score: Raw -36958714.918815 + Penalty 4125.600571 = -36954589.318243
  nChanged 3013
		SP:Iteration 15Q (46826.160000 sec): 3 clusters
  Score: Raw -36959229.080249 + Penalty 4125.600571 = -36955103.479678
  nChanged 3115
		SP:Iteration 16Q (46827.810000 sec): 3 clusters
  Score: Raw -36959764.275480 + Penalty 4125.600571 = -36955638.674909
  nChanged 3151
		SP:Iteration 17Q (46829.630000 sec): 3 clusters
  Score: Raw -36960301.639162 + Penalty 4125.600571 = -36956176.038591
  nChanged 3164
		SP:Iteration 18Q (46831.430000 sec): 3 clusters
  Score: Raw -36960866.190024 + Penalty 4125.600571 = -36956740.589452
  nChanged 3220
		SP:Iteration 19Q (46833.270000 sec): 3 clusters
  Score: Raw -36961453.811993 + Penalty 4125.600571 = -36957328.211422
  nChanged 3336
		SP:Iteration 20F (46834.930000 sec): 3 clusters
  Score: Raw -36962063.477068 + Penalty 4125.600571 = -36957937.876496
  nChanged 3389
		SP:Iteration 21Q (46836.510000 sec): 3 clusters
  Score: Raw -36962697.136924 + Penalty 4125.600571 = -36958571.536353
  nChanged 3543
		SP:Iteration 22Q (46838.090000 sec): 3 clusters
  Score: Raw -36963394.691590 + Penalty 4125.600571 = -36959269.091019
  nChanged 3718
		SP:Iteration 23Q (46839.650000 sec): 3 clusters
  Score: Raw -36964161.397467 + Penalty 4125.600571 = -36960035.796896
  nChanged 3942
		SP:Iteration 24Q (46841.320000 sec): 3 clusters
  Score: Raw -36965022.386621 + Penalty 4125.600571 = -36960896.786050
  nChanged 4054
		SP:Iteration 25Q (46843.090000 sec): 3 clusters
  Score: Raw -36965941.041012 + Penalty 4125.600571 = -36961815.440440
  nChanged 4209
		SP:Iteration 26Q (46844.770000 sec): 3 clusters
  Score: Raw -36966937.470297 + Penalty 4125.600571 = -36962811.869726
  nChanged 4433
		SP:Iteration 27Q (46846.420000 sec): 3 clusters
  Score: Raw -36968066.691502 + Penalty 4125.600571 = -36963941.090931
  nChanged 4526
		SP:Iteration 28Q (46848.100000 sec): 3 clusters
  Score: Raw -36969253.838454 + Penalty 4125.600571 = -36965128.237882
  nChanged 4700
		SP:Iteration 29Q (46849.510000 sec): 3 clusters
  Score: Raw -36970561.417315 + Penalty 4125.600571 = -36966435.816744
  nChanged 4883
		SP:Iteration 30Q (46850.810000 sec): 3 clusters
  Score: Raw -36972004.427415 + Penalty 4125.600571 = -36967878.826844
  nChanged 4917
		SP:Iteration 31Q (46852.240000 sec): 3 clusters
  Score: Raw -36973551.362934 + Penalty 4125.600571 = -36969425.762363
  nChanged 5117
		SP:Iteration 32Q (46853.690000 sec): 3 clusters
  Score: Raw -36975272.171866 + Penalty 4125.600571 = -36971146.571295
  nChanged 5229
		SP:Iteration 33Q (46855.140000 sec): 3 clusters
  Score: Raw -36977157.929031 + Penalty 4125.600571 = -36973032.328460
  nChanged 5247
		SP:Iteration 34Q (46856.590000 sec): 3 clusters
  Score: Raw -36979191.884910 + Penalty 4125.600571 = -36975066.284339
  nChanged 5236
		SP:Iteration 35Q (46858.010000 sec): 3 clusters
  Score: Raw -36981335.869182 + Penalty 4125.600571 = -36977210.268610
  nChanged 5046
		SP:Iteration 36Q (46859.390000 sec): 3 clusters
  Score: Raw -36983450.377739 + Penalty 4125.600571 = -36979324.777168
  nChanged 4663
		SP:Iteration 37Q (46860.870000 sec): 3 clusters
  Score: Raw -36985490.497633 + Penalty 4125.600571 = -36981364.897061
  nChanged 4549
		SP:Iteration 38Q (46862.460000 sec): 3 clusters
  Score: Raw -36987568.322447 + Penalty 4125.600571 = -36983442.721876
  nChanged 4148
		SP:Iteration 39Q (46863.920000 sec): 3 clusters
  Score: Raw -36989545.990083 + Penalty 4125.600571 = -36985420.389512
  nChanged 3890
		SP:Iteration 40F (46865.590000 sec): 3 clusters
  Score: Raw -36991491.061488 + Penalty 4125.600571 = -36987365.460916
  nChanged 3413
		SP:Iteration 41Q (46866.980000 sec): 3 clusters
  Score: Raw -36993184.417003 + Penalty 4125.600571 = -36989058.816432
  nChanged 2891
		SP:Iteration 42Q (46868.400000 sec): 3 clusters
  Score: Raw -36994605.791706 + Penalty 4125.600571 = -36990480.191135
  nChanged 2441
		SP:Iteration 43Q (46869.860000 sec): 3 clusters
  Score: Raw -36995765.754457 + Penalty 4125.600571 = -36991640.153885
  nChanged 1954
		SP:Iteration 44Q (46871.290000 sec): 3 clusters
  Score: Raw -36996637.563507 + Penalty 4125.600571 = -36992511.962936
  nChanged 1519
		SP:Iteration 45Q (46872.880000 sec): 3 clusters
  Score: Raw -36997313.855120 + Penalty 4125.600571 = -36993188.254549
  nChanged 1204
		SP:Iteration 46Q (46874.520000 sec): 3 clusters
  Score: Raw -36997833.555625 + Penalty 4125.600571 = -36993707.955053
  nChanged 923
		SP:Iteration 47Q (46876.000000 sec): 3 clusters
  Score: Raw -36998187.749999 + Penalty 4125.600571 = -36994062.149427
  nChanged 691
		SP:Iteration 48Q (46877.240000 sec): 3 clusters
  Score: Raw -36998439.382663 + Penalty 4125.600571 = -36994313.782092
  nChanged 546
		SP:Iteration 49Q (46878.610000 sec): 3 clusters
  Score: Raw -36998631.006562 + Penalty 4125.600571 = -36994505.405991
  nChanged 425
		SP:Iteration 50Q (46879.920000 sec): 3 clusters
  Score: Raw -36998776.817398 + Penalty 4125.600571 = -36994651.216827
  nChanged 324
		SP:Iteration 51Q (46881.340000 sec): 3 clusters
  Score: Raw -36998885.436714 + Penalty 4125.600571 = -36994759.836142
  nChanged 261
		SP:Iteration 52Q (46882.700000 sec): 3 clusters
  Score: Raw -36998968.671478 + Penalty 4125.600571 = -36994843.070907
  nChanged 199
		SP:Iteration 53Q (46884.140000 sec): 3 clusters
  Score: Raw -36999025.813269 + Penalty 4125.600571 = -36994900.212698
  nChanged 167
		SP:Iteration 54Q (46885.550000 sec): 3 clusters
  Score: Raw -36999078.194345 + Penalty 4125.600571 = -36994952.593773
  nChanged 145
		SP:Iteration 55Q (46886.960000 sec): 3 clusters
  Score: Raw -36999121.151230 + Penalty 4125.600571 = -36994995.550658
  nChanged 110
		SP:Iteration 56Q (46888.590000 sec): 3 clusters
  Score: Raw -36999152.787243 + Penalty 4125.600571 = -36995027.186671
  nChanged 98
		SP:Iteration 57Q (46890.050000 sec): 3 clusters
  Score: Raw -36999182.296007 + Penalty 4125.600571 = -36995056.695435
  nChanged 101
		SP:Iteration 58Q (46891.280000 sec): 3 clusters
  Score: Raw -36999215.753768 + Penalty 4125.600571 = -36995090.153197
  nChanged 78
		SP:Iteration 59Q (46892.490000 sec): 3 clusters
  Score: Raw -36999236.805637 + Penalty 4125.600571 = -36995111.205065
  nChanged 54
		SP:Iteration 60F (46893.920000 sec): 3 clusters
  Score: Raw -36999251.007651 + Penalty 4125.600571 = -36995125.407079
  nChanged 51
		SP:Iteration 61Q (46895.340000 sec): 3 clusters
  Score: Raw -36999264.793616 + Penalty 4125.600571 = -36995139.193045
  nChanged 40
		SP:Iteration 62Q (46896.800000 sec): 3 clusters
  Score: Raw -36999273.585062 + Penalty 4125.600571 = -36995147.984490
  nChanged 39
		SP:Iteration 63Q (46898.130000 sec): 3 clusters
  Score: Raw -36999284.159044 + Penalty 4125.600571 = -36995158.558473
  nChanged 32
		SP:Iteration 64Q (46899.480000 sec): 3 clusters
  Score: Raw -36999291.225259 + Penalty 4125.600571 = -36995165.624687
  nChanged 22
		SP:Iteration 65Q (46900.700000 sec): 3 clusters
  Score: Raw -36999296.309580 + Penalty 4125.600571 = -36995170.709009
  nChanged 24
		SP:Iteration 66Q (46902.220000 sec): 3 clusters
  Score: Raw -36999302.411912 + Penalty 4125.600571 = -36995176.811340
  nChanged 21
		SP:Iteration 67Q (46903.600000 sec): 3 clusters
  Score: Raw -36999307.268712 + Penalty 4125.600571 = -36995181.668141
  nChanged 20
		SP:Iteration 68Q (46905.050000 sec): 3 clusters
  Score: Raw -36999311.515893 + Penalty 4125.600571 = -36995185.915322
  nChanged 18
		SP:Iteration 69Q (46906.450000 sec): 3 clusters
  Score: Raw -36999316.120528 + Penalty 4125.600571 = -36995190.519956
  nChanged 21
		SP:Iteration 70Q (46907.890000 sec): 3 clusters
  Score: Raw -36999320.276530 + Penalty 4125.600571 = -36995194.675958
  nChanged 18
		SP:Iteration 71Q (46909.360000 sec): 3 clusters
  Score: Raw -36999323.992276 + Penalty 4125.600571 = -36995198.391705
  nChanged 13
		SP:Iteration 72Q (46910.940000 sec): 3 clusters
  Score: Raw -36999327.104407 + Penalty 4125.600571 = -36995201.503835
  nChanged 13
		SP:Iteration 73Q (46912.460000 sec): 3 clusters
  Score: Raw -36999329.228157 + Penalty 4125.600571 = -36995203.627585
  nChanged 11
		SP:Iteration 74Q (46913.880000 sec): 3 clusters
  Score: Raw -36999331.427352 + Penalty 4125.600571 = -36995205.826780
  nChanged 7
		SP:Iteration 75Q (46915.330000 sec): 3 clusters
  Score: Raw -36999332.661045 + Penalty 4125.600571 = -36995207.060473
  nChanged 7
		SP:Iteration 76Q (46916.530000 sec): 3 clusters
  Score: Raw -36999333.527939 + Penalty 4125.600571 = -36995207.927367
  nChanged 2
		SP:Iteration 77Q (46917.680000 sec): 3 clusters
  Score: Raw -36999334.364093 + Penalty 4125.600571 = -36995208.763522
  nChanged 5
		SP:Iteration 78Q (46918.880000 sec): 3 clusters
  Score: Raw -36999334.959442 + Penalty 4125.600571 = -36995209.358870
  nChanged 2
		SP:Iteration 79Q (46920.080000 sec): 3 clusters
  Score: Raw -36999335.083265 + Penalty 4125.600571 = -36995209.482693
  nChanged 1
		SP:Iteration 80F (46921.600000 sec): 3 clusters
  Score: Raw -36999335.288074 + Penalty 4125.600571 = -36995209.687503
  nChanged 2
		SP:Iteration 81Q (46923.120000 sec): 3 clusters
  Score: Raw -36999335.502160 + Penalty 4125.600571 = -36995209.901589
  nChanged 0
		SP:Iteration 82F (46924.920000 sec): 3 clusters
  Score: Raw -36999335.502160 + Penalty 4125.600571 = -36995209.901589
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (13407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46925.280000 sec): 2 clusters
  Score: Raw -1513894.259931 + Penalty 1544.323989 = -1512349.935942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46925.540000 sec): 3 clusters
  Score: Raw -1506137.141482 + Penalty 3088.647977 = -1503048.493505
  nChanged 5856
		SP:Iteration 1F (46925.780000 sec): 3 clusters
  Score: Raw -1509281.062067 + Penalty 3088.647977 = -1506192.414090
  nChanged 762
		SP:Iteration 2F (46926.000000 sec): 3 clusters
  Score: Raw -1509633.564811 + Penalty 3088.647977 = -1506544.916834
  nChanged 710
		SP:Iteration 3F (46926.240000 sec): 3 clusters
  Score: Raw -1509932.417091 + Penalty 3088.647977 = -1506843.769114
  nChanged 644
		SP:Iteration 4Q (46926.480000 sec): 3 clusters
  Score: Raw -1510228.093147 + Penalty 3088.647977 = -1507139.445170
  nChanged 593
		SP:Iteration 5Q (46926.700000 sec): 3 clusters
  Score: Raw -1510512.555334 + Penalty 3088.647977 = -1507423.907357
  nChanged 569
		SP:Iteration 6Q (46926.990000 sec): 3 clusters
  Score: Raw -1510815.980519 + Penalty 3088.647977 = -1507727.332542
  nChanged 566
		SP:Iteration 7Q (46927.240000 sec): 3 clusters
  Score: Raw -1511127.021740 + Penalty 3088.647977 = -1508038.373763
  nChanged 608
		SP:Iteration 8Q (46927.500000 sec): 3 clusters
  Score: Raw -1511498.146380 + Penalty 3088.647977 = -1508409.498402
  nChanged 622
		SP:Iteration 9Q (46927.730000 sec): 3 clusters
  Score: Raw -1511900.704308 + Penalty 3088.647977 = -1508812.056331
  nChanged 582
		SP:Iteration 10Q (46927.980000 sec): 3 clusters
  Score: Raw -1512275.053215 + Penalty 3088.647977 = -1509186.405237
  nChanged 507
		SP:Iteration 11Q (46928.210000 sec): 3 clusters
  Score: Raw -1512571.711893 + Penalty 3088.647977 = -1509483.063916
  nChanged 446
		SP:Iteration 12Q (46928.450000 sec): 3 clusters
  Score: Raw -1512807.402773 + Penalty 3088.647977 = -1509718.754796
  nChanged 307
		SP:Iteration 13Q (46928.730000 sec): 3 clusters
  Score: Raw -1512938.384546 + Penalty 3088.647977 = -1509849.736569
  nChanged 238
		SP:Iteration 14Q (46928.960000 sec): 3 clusters
  Score: Raw -1513035.162024 + Penalty 3088.647977 = -1509946.514046
  nChanged 196
		SP:Iteration 15Q (46929.250000 sec): 3 clusters
  Score: Raw -1513111.859201 + Penalty 3088.647977 = -1510023.211223
  nChanged 150
		SP:Iteration 16Q (46929.510000 sec): 3 clusters
  Score: Raw -1513182.209875 + Penalty 3088.647977 = -1510093.561898
  nChanged 148
		SP:Iteration 17Q (46929.760000 sec): 3 clusters
  Score: Raw -1513257.284866 + Penalty 3088.647977 = -1510168.636888
  nChanged 160
		SP:Iteration 18Q (46930.020000 sec): 3 clusters
  Score: Raw -1513341.464352 + Penalty 3088.647977 = -1510252.816375
  nChanged 143
		SP:Iteration 19Q (46930.290000 sec): 3 clusters
  Score: Raw -1513419.029290 + Penalty 3088.647977 = -1510330.381313
  nChanged 165
		SP:Iteration 20F (46930.580000 sec): 3 clusters
  Score: Raw -1513497.920313 + Penalty 3088.647977 = -1510409.272336
  nChanged 136
		SP:Iteration 21Q (46930.810000 sec): 3 clusters
  Score: Raw -1513555.910958 + Penalty 3088.647977 = -1510467.262981
  nChanged 129
		SP:Iteration 22Q (46931.040000 sec): 3 clusters
  Score: Raw -1513605.767756 + Penalty 3088.647977 = -1510517.119779
  nChanged 94
		SP:Iteration 23Q (46931.290000 sec): 3 clusters
  Score: Raw -1513636.091601 + Penalty 3088.647977 = -1510547.443624
  nChanged 83
		SP:Iteration 24Q (46931.490000 sec): 3 clusters
  Score: Raw -1513661.449781 + Penalty 3088.647977 = -1510572.801804
  nChanged 80
		SP:Iteration 25Q (46931.760000 sec): 3 clusters
  Score: Raw -1513682.700405 + Penalty 3088.647977 = -1510594.052428
  nChanged 63
		SP:Iteration 26Q (46931.970000 sec): 3 clusters
  Score: Raw -1513696.828422 + Penalty 3088.647977 = -1510608.180445
  nChanged 57
		SP:Iteration 27Q (46932.210000 sec): 3 clusters
  Score: Raw -1513710.276570 + Penalty 3088.647977 = -1510621.628593
  nChanged 54
		SP:Iteration 28Q (46932.460000 sec): 3 clusters
  Score: Raw -1513722.152214 + Penalty 3088.647977 = -1510633.504236
  nChanged 50
		SP:Iteration 29Q (46932.680000 sec): 3 clusters
  Score: Raw -1513732.315952 + Penalty 3088.647977 = -1510643.667975
  nChanged 43
		SP:Iteration 30Q (46932.920000 sec): 3 clusters
  Score: Raw -1513741.704211 + Penalty 3088.647977 = -1510653.056234
  nChanged 34
		SP:Iteration 31Q (46933.180000 sec): 3 clusters
  Score: Raw -1513747.771920 + Penalty 3088.647977 = -1510659.123942
  nChanged 27
		SP:Iteration 32Q (46933.470000 sec): 3 clusters
  Score: Raw -1513753.131075 + Penalty 3088.647977 = -1510664.483098
  nChanged 26
		SP:Iteration 33Q (46933.730000 sec): 3 clusters
  Score: Raw -1513760.002225 + Penalty 3088.647977 = -1510671.354248
  nChanged 32
		SP:Iteration 34Q (46933.980000 sec): 3 clusters
  Score: Raw -1513766.838829 + Penalty 3088.647977 = -1510678.190852
  nChanged 31
		SP:Iteration 35Q (46934.190000 sec): 3 clusters
  Score: Raw -1513774.809299 + Penalty 3088.647977 = -1510686.161322
  nChanged 37
		SP:Iteration 36Q (46934.450000 sec): 3 clusters
  Score: Raw -1513782.263246 + Penalty 3088.647977 = -1510693.615269
  nChanged 26
		SP:Iteration 37Q (46934.690000 sec): 3 clusters
  Score: Raw -1513787.126158 + Penalty 3088.647977 = -1510698.478180
  nChanged 20
		SP:Iteration 38Q (46934.950000 sec): 3 clusters
  Score: Raw -1513790.360661 + Penalty 3088.647977 = -1510701.712684
  nChanged 16
		SP:Iteration 39Q (46935.220000 sec): 3 clusters
  Score: Raw -1513794.560461 + Penalty 3088.647977 = -1510705.912484
  nChanged 28
		SP:Iteration 40F (46935.490000 sec): 3 clusters
  Score: Raw -1513800.489589 + Penalty 3088.647977 = -1510711.841611
  nChanged 33
		SP:Iteration 41Q (46935.700000 sec): 3 clusters
  Score: Raw -1513807.657354 + Penalty 3088.647977 = -1510719.009377
  nChanged 31
		SP:Iteration 42Q (46935.940000 sec): 3 clusters
  Score: Raw -1513813.686370 + Penalty 3088.647977 = -1510725.038393
  nChanged 35
		SP:Iteration 43Q (46936.160000 sec): 3 clusters
  Score: Raw -1513821.182266 + Penalty 3088.647977 = -1510732.534289
  nChanged 26
		SP:Iteration 44Q (46936.370000 sec): 3 clusters
  Score: Raw -1513826.798563 + Penalty 3088.647977 = -1510738.150586
  nChanged 18
		SP:Iteration 45Q (46936.610000 sec): 3 clusters
  Score: Raw -1513830.200515 + Penalty 3088.647977 = -1510741.552538
  nChanged 15
		SP:Iteration 46Q (46936.850000 sec): 3 clusters
  Score: Raw -1513833.325249 + Penalty 3088.647977 = -1510744.677272
  nChanged 27
		SP:Iteration 47Q (46937.090000 sec): 3 clusters
  Score: Raw -1513838.412547 + Penalty 3088.647977 = -1510749.764570
  nChanged 32
		SP:Iteration 48Q (46937.280000 sec): 3 clusters
  Score: Raw -1513845.497443 + Penalty 3088.647977 = -1510756.849465
  nChanged 26
		SP:Iteration 49Q (46937.540000 sec): 3 clusters
  Score: Raw -1513850.580447 + Penalty 3088.647977 = -1510761.932470
  nChanged 16
		SP:Iteration 50Q (46937.780000 sec): 3 clusters
  Score: Raw -1513853.049814 + Penalty 3088.647977 = -1510764.401837
  nChanged 7
		SP:Iteration 51Q (46938.020000 sec): 3 clusters
  Score: Raw -1513854.036356 + Penalty 3088.647977 = -1510765.388379
  nChanged 10
		SP:Iteration 52Q (46938.230000 sec): 3 clusters
  Score: Raw -1513855.408684 + Penalty 3088.647977 = -1510766.760707
  nChanged 10
		SP:Iteration 53Q (46938.510000 sec): 3 clusters
  Score: Raw -1513856.817244 + Penalty 3088.647977 = -1510768.169266
  nChanged 9
		SP:Iteration 54Q (46938.790000 sec): 3 clusters
  Score: Raw -1513857.949698 + Penalty 3088.647977 = -1510769.301720
  nChanged 4
		SP:Iteration 55Q (46939.110000 sec): 3 clusters
  Score: Raw -1513858.402294 + Penalty 3088.647977 = -1510769.754316
  nChanged 6
		SP:Iteration 56Q (46939.350000 sec): 3 clusters
  Score: Raw -1513859.163848 + Penalty 3088.647977 = -1510770.515871
  nChanged 7
		SP:Iteration 57Q (46939.640000 sec): 3 clusters
  Score: Raw -1513860.093719 + Penalty 3088.647977 = -1510771.445742
  nChanged 8
		SP:Iteration 58Q (46939.850000 sec): 3 clusters
  Score: Raw -1513861.587866 + Penalty 3088.647977 = -1510772.939888
  nChanged 10
		SP:Iteration 59Q (46940.140000 sec): 3 clusters
  Score: Raw -1513863.181350 + Penalty 3088.647977 = -1510774.533373
  nChanged 10
		SP:Iteration 60F (46940.410000 sec): 3 clusters
  Score: Raw -1513864.671659 + Penalty 3088.647977 = -1510776.023682
  nChanged 9
		SP:Iteration 61Q (46940.660000 sec): 3 clusters
  Score: Raw -1513866.109837 + Penalty 3088.647977 = -1510777.461860
  nChanged 7
		SP:Iteration 62Q (46940.870000 sec): 3 clusters
  Score: Raw -1513867.064425 + Penalty 3088.647977 = -1510778.416447
  nChanged 6
		SP:Iteration 63Q (46941.090000 sec): 3 clusters
  Score: Raw -1513867.837751 + Penalty 3088.647977 = -1510779.189774
  nChanged 5
		SP:Iteration 64Q (46941.310000 sec): 3 clusters
  Score: Raw -1513868.373694 + Penalty 3088.647977 = -1510779.725717
  nChanged 5
		SP:Iteration 65Q (46941.550000 sec): 3 clusters
  Score: Raw -1513869.808377 + Penalty 3088.647977 = -1510781.160400
  nChanged 10
		SP:Iteration 66Q (46941.770000 sec): 3 clusters
  Score: Raw -1513871.846288 + Penalty 3088.647977 = -1510783.198310
  nChanged 11
		SP:Iteration 67Q (46942.030000 sec): 3 clusters
  Score: Raw -1513874.335130 + Penalty 3088.647977 = -1510785.687153
  nChanged 12
		SP:Iteration 68Q (46942.270000 sec): 3 clusters
  Score: Raw -1513877.365370 + Penalty 3088.647977 = -1510788.717393
  nChanged 16
		SP:Iteration 69Q (46942.480000 sec): 3 clusters
  Score: Raw -1513880.314657 + Penalty 3088.647977 = -1510791.666680
  nChanged 13
		SP:Iteration 70Q (46942.690000 sec): 3 clusters
  Score: Raw -1513882.087462 + Penalty 3088.647977 = -1510793.439485
  nChanged 6
		SP:Iteration 71Q (46942.910000 sec): 3 clusters
  Score: Raw -1513882.836358 + Penalty 3088.647977 = -1510794.188381
  nChanged 8
		SP:Iteration 72Q (46943.100000 sec): 3 clusters
  Score: Raw -1513884.148188 + Penalty 3088.647977 = -1510795.500211
  nChanged 13
		SP:Iteration 73Q (46943.290000 sec): 3 clusters
  Score: Raw -1513886.636784 + Penalty 3088.647977 = -1510797.988806
  nChanged 16
		SP:Iteration 74Q (46943.560000 sec): 3 clusters
  Score: Raw -1513889.954665 + Penalty 3088.647977 = -1510801.306688
  nChanged 16
		SP:Iteration 75Q (46943.760000 sec): 3 clusters
  Score: Raw -1513893.535992 + Penalty 3088.647977 = -1510804.888015
  nChanged 20
		SP:Iteration 76Q (46944.020000 sec): 3 clusters
  Score: Raw -1513898.098093 + Penalty 3088.647977 = -1510809.450116
  nChanged 22
		SP:Iteration 77Q (46944.230000 sec): 3 clusters
  Score: Raw -1513903.553038 + Penalty 3088.647977 = -1510814.905061
  nChanged 19
		SP:Iteration 78Q (46944.460000 sec): 3 clusters
  Score: Raw -1513908.204605 + Penalty 3088.647977 = -1510819.556628
  nChanged 30
		SP:Iteration 79Q (46944.670000 sec): 3 clusters
  Score: Raw -1513916.506530 + Penalty 3088.647977 = -1510827.858553
  nChanged 20
		SP:Iteration 80F (46944.910000 sec): 3 clusters
  Score: Raw -1513921.008201 + Penalty 3088.647977 = -1510832.360224
  nChanged 14
		SP:Iteration 81Q (46945.160000 sec): 3 clusters
  Score: Raw -1513923.626629 + Penalty 3088.647977 = -1510834.978651
  nChanged 16
		SP:Iteration 82Q (46945.420000 sec): 3 clusters
  Score: Raw -1513927.242239 + Penalty 3088.647977 = -1510838.594262
  nChanged 14
		SP:Iteration 83Q (46945.630000 sec): 3 clusters
  Score: Raw -1513930.119915 + Penalty 3088.647977 = -1510841.471937
  nChanged 13
		SP:Iteration 84Q (46945.810000 sec): 3 clusters
  Score: Raw -1513933.185866 + Penalty 3088.647977 = -1510844.537888
  nChanged 6
		SP:Iteration 85Q (46946.040000 sec): 3 clusters
  Score: Raw -1513934.383030 + Penalty 3088.647977 = -1510845.735053
  nChanged 7
		SP:Iteration 86Q (46946.290000 sec): 3 clusters
  Score: Raw -1513935.653990 + Penalty 3088.647977 = -1510847.006012
  nChanged 7
		SP:Iteration 87Q (46946.470000 sec): 3 clusters
  Score: Raw -1513936.612499 + Penalty 3088.647977 = -1510847.964521
  nChanged 7
		SP:Iteration 88Q (46946.710000 sec): 3 clusters
  Score: Raw -1513937.725624 + Penalty 3088.647977 = -1510849.077647
  nChanged 4
		SP:Iteration 89Q (46946.940000 sec): 3 clusters
  Score: Raw -1513938.482738 + Penalty 3088.647977 = -1510849.834761
  nChanged 3
		SP:Iteration 90Q (46947.160000 sec): 3 clusters
  Score: Raw -1513938.842206 + Penalty 3088.647977 = -1510850.194229
  nChanged 4
		SP:Iteration 91Q (46947.360000 sec): 3 clusters
  Score: Raw -1513939.817175 + Penalty 3088.647977 = -1510851.169198
  nChanged 9
		SP:Iteration 92Q (46947.660000 sec): 3 clusters
  Score: Raw -1513941.014870 + Penalty 3088.647977 = -1510852.366893
  nChanged 3
		SP:Iteration 93Q (46947.900000 sec): 3 clusters
  Score: Raw -1513941.379567 + Penalty 3088.647977 = -1510852.731589
  nChanged 4
		SP:Iteration 94Q (46948.110000 sec): 3 clusters
  Score: Raw -1513941.828614 + Penalty 3088.647977 = -1510853.180636
  nChanged 2
		SP:Iteration 95Q (46948.440000 sec): 3 clusters
  Score: Raw -1513942.108355 + Penalty 3088.647977 = -1510853.460378
  nChanged 5
		SP:Iteration 96Q (46948.690000 sec): 3 clusters
  Score: Raw -1513942.647822 + Penalty 3088.647977 = -1510853.999845
  nChanged 4
		SP:Iteration 97Q (46948.930000 sec): 3 clusters
  Score: Raw -1513943.220389 + Penalty 3088.647977 = -1510854.572412
  nChanged 2
		SP:Iteration 98Q (46949.170000 sec): 3 clusters
  Score: Raw -1513943.568546 + Penalty 3088.647977 = -1510854.920569
  nChanged 2
		SP:Iteration 99Q (46949.450000 sec): 3 clusters
  Score: Raw -1513943.812512 + Penalty 3088.647977 = -1510855.164534
  nChanged 3
		SP:Iteration 100F (46949.690000 sec): 3 clusters
  Score: Raw -1513944.339394 + Penalty 3088.647977 = -1510855.691417
  nChanged 6
		SP:Iteration 101Q (46949.930000 sec): 3 clusters
  Score: Raw -1513945.263532 + Penalty 3088.647977 = -1510856.615555
  nChanged 3
		SP:Iteration 102Q (46950.250000 sec): 3 clusters
  Score: Raw -1513945.690906 + Penalty 3088.647977 = -1510857.042929
  nChanged 7
		SP:Iteration 103Q (46950.500000 sec): 3 clusters
  Score: Raw -1513947.337085 + Penalty 3088.647977 = -1510858.689108
  nChanged 5
		SP:Iteration 104Q (46950.760000 sec): 3 clusters
  Score: Raw -1513948.651586 + Penalty 3088.647977 = -1510860.003609
  nChanged 4
		SP:Iteration 105Q (46951.000000 sec): 3 clusters
  Score: Raw -1513949.549817 + Penalty 3088.647977 = -1510860.901839
  nChanged 6
		SP:Iteration 106Q (46951.260000 sec): 3 clusters
  Score: Raw -1513950.654163 + Penalty 3088.647977 = -1510862.006186
  nChanged 3
		SP:Iteration 107Q (46951.520000 sec): 3 clusters
  Score: Raw -1513951.183198 + Penalty 3088.647977 = -1510862.535221
  nChanged 6
		SP:Iteration 108Q (46951.730000 sec): 3 clusters
  Score: Raw -1513952.369514 + Penalty 3088.647977 = -1510863.721537
  nChanged 6
		SP:Iteration 109Q (46952.010000 sec): 3 clusters
  Score: Raw -1513953.669832 + Penalty 3088.647977 = -1510865.021855
  nChanged 8
		SP:Iteration 110Q (46952.240000 sec): 3 clusters
  Score: Raw -1513955.423293 + Penalty 3088.647977 = -1510866.775316
  nChanged 8
		SP:Iteration 111Q (46952.460000 sec): 3 clusters
  Score: Raw -1513957.724789 + Penalty 3088.647977 = -1510869.076812
  nChanged 13
		SP:Iteration 112Q (46952.700000 sec): 3 clusters
  Score: Raw -1513961.238700 + Penalty 3088.647977 = -1510872.590723
  nChanged 11
		SP:Iteration 113Q (46952.920000 sec): 3 clusters
  Score: Raw -1513964.454624 + Penalty 3088.647977 = -1510875.806646
  nChanged 14
		SP:Iteration 114Q (46953.160000 sec): 3 clusters
  Score: Raw -1513968.083657 + Penalty 3088.647977 = -1510879.435679
  nChanged 15
		SP:Iteration 115Q (46953.400000 sec): 3 clusters
  Score: Raw -1513971.769075 + Penalty 3088.647977 = -1510883.121098
  nChanged 19
		SP:Iteration 116Q (46953.650000 sec): 3 clusters
  Score: Raw -1513977.235383 + Penalty 3088.647977 = -1510888.587406
  nChanged 18
		SP:Iteration 117Q (46953.910000 sec): 3 clusters
  Score: Raw -1513983.406936 + Penalty 3088.647977 = -1510894.758959
  nChanged 16
		SP:Iteration 118Q (46954.090000 sec): 3 clusters
  Score: Raw -1513989.815212 + Penalty 3088.647977 = -1510901.167235
  nChanged 15
		SP:Iteration 119Q (46954.350000 sec): 3 clusters
  Score: Raw -1513993.524962 + Penalty 3088.647977 = -1510904.876985
  nChanged 15
		SP:Iteration 120F (46954.630000 sec): 3 clusters
  Score: Raw -1513998.025115 + Penalty 3088.647977 = -1510909.377138
  nChanged 18
		SP:Iteration 121Q (46954.900000 sec): 3 clusters
  Score: Raw -1514003.606032 + Penalty 3088.647977 = -1510914.958055
  nChanged 25
		SP:Iteration 122Q (46955.170000 sec): 3 clusters
  Score: Raw -1514011.181243 + Penalty 3088.647977 = -1510922.533265
  nChanged 20
		SP:Iteration 123Q (46955.410000 sec): 3 clusters
  Score: Raw -1514017.164415 + Penalty 3088.647977 = -1510928.516438
  nChanged 19
		SP:Iteration 124Q (46955.640000 sec): 3 clusters
  Score: Raw -1514024.105562 + Penalty 3088.647977 = -1510935.457585
  nChanged 24
		SP:Iteration 125Q (46955.870000 sec): 3 clusters
  Score: Raw -1514033.062192 + Penalty 3088.647977 = -1510944.414215
  nChanged 24
		SP:Iteration 126Q (46956.170000 sec): 3 clusters
  Score: Raw -1514040.812471 + Penalty 3088.647977 = -1510952.164494
  nChanged 21
		SP:Iteration 127Q (46956.440000 sec): 3 clusters
  Score: Raw -1514047.173831 + Penalty 3088.647977 = -1510958.525854
  nChanged 21
		SP:Iteration 128Q (46956.730000 sec): 3 clusters
  Score: Raw -1514053.895994 + Penalty 3088.647977 = -1510965.248017
  nChanged 21
		SP:Iteration 129Q (46956.960000 sec): 3 clusters
  Score: Raw -1514059.883206 + Penalty 3088.647977 = -1510971.235229
  nChanged 17
		SP:Iteration 130Q (46957.240000 sec): 3 clusters
  Score: Raw -1514064.850228 + Penalty 3088.647977 = -1510976.202250
  nChanged 18
		SP:Iteration 131Q (46957.440000 sec): 3 clusters
  Score: Raw -1514069.594030 + Penalty 3088.647977 = -1510980.946053
  nChanged 15
		SP:Iteration 132Q (46957.690000 sec): 3 clusters
  Score: Raw -1514074.343270 + Penalty 3088.647977 = -1510985.695292
  nChanged 18
		SP:Iteration 133Q (46957.910000 sec): 3 clusters
  Score: Raw -1514078.828392 + Penalty 3088.647977 = -1510990.180415
  nChanged 14
		SP:Iteration 134Q (46958.120000 sec): 3 clusters
  Score: Raw -1514082.860024 + Penalty 3088.647977 = -1510994.212047
  nChanged 11
		SP:Iteration 135Q (46958.330000 sec): 3 clusters
  Score: Raw -1514085.201356 + Penalty 3088.647977 = -1510996.553378
  nChanged 9
		SP:Iteration 136Q (46958.510000 sec): 3 clusters
  Score: Raw -1514088.171871 + Penalty 3088.647977 = -1510999.523894
  nChanged 14
		SP:Iteration 137Q (46958.720000 sec): 3 clusters
  Score: Raw -1514093.253849 + Penalty 3088.647977 = -1511004.605872
  nChanged 14
		SP:Iteration 138Q (46958.920000 sec): 3 clusters
  Score: Raw -1514097.168455 + Penalty 3088.647977 = -1511008.520477
  nChanged 15
		SP:Iteration 139Q (46959.150000 sec): 3 clusters
  Score: Raw -1514101.115244 + Penalty 3088.647977 = -1511012.467267
  nChanged 16
		SP:Iteration 140F (46959.380000 sec): 3 clusters
  Score: Raw -1514106.400855 + Penalty 3088.647977 = -1511017.752878
  nChanged 10
		SP:Iteration 141Q (46959.580000 sec): 3 clusters
  Score: Raw -1514110.435783 + Penalty 3088.647977 = -1511021.787805
  nChanged 16
		SP:Iteration 142Q (46959.820000 sec): 3 clusters
  Score: Raw -1514115.928162 + Penalty 3088.647977 = -1511027.280185
  nChanged 16
		SP:Iteration 143Q (46960.070000 sec): 3 clusters
  Score: Raw -1514121.754959 + Penalty 3088.647977 = -1511033.106982
  nChanged 13
		SP:Iteration 144Q (46960.430000 sec): 3 clusters
  Score: Raw -1514126.527816 + Penalty 3088.647977 = -1511037.879839
  nChanged 10
		SP:Iteration 145Q (46960.740000 sec): 3 clusters
  Score: Raw -1514130.197384 + Penalty 3088.647977 = -1511041.549407
  nChanged 6
		SP:Iteration 146Q (46961.010000 sec): 3 clusters
  Score: Raw -1514132.823052 + Penalty 3088.647977 = -1511044.175075
  nChanged 10
		SP:Iteration 147Q (46961.230000 sec): 3 clusters
  Score: Raw -1514136.303942 + Penalty 3088.647977 = -1511047.655965
  nChanged 11
		SP:Iteration 148Q (46961.480000 sec): 3 clusters
  Score: Raw -1514139.466623 + Penalty 3088.647977 = -1511050.818645
  nChanged 11
		SP:Iteration 149Q (46961.760000 sec): 3 clusters
  Score: Raw -1514144.068630 + Penalty 3088.647977 = -1511055.420653
  nChanged 10
		SP:Iteration 150Q (46961.990000 sec): 3 clusters
  Score: Raw -1514148.682241 + Penalty 3088.647977 = -1511060.034263
  nChanged 17
		SP:Iteration 151Q (46962.260000 sec): 3 clusters
  Score: Raw -1514154.250215 + Penalty 3088.647977 = -1511065.602238
  nChanged 11
		SP:Iteration 152Q (46962.460000 sec): 3 clusters
  Score: Raw -1514156.352418 + Penalty 3088.647977 = -1511067.704441
  nChanged 4
		SP:Iteration 153Q (46962.690000 sec): 3 clusters
  Score: Raw -1514156.834219 + Penalty 3088.647977 = -1511068.186242
  nChanged 5
		SP:Iteration 154Q (46962.960000 sec): 3 clusters
  Score: Raw -1514158.501042 + Penalty 3088.647977 = -1511069.853065
  nChanged 6
		SP:Iteration 155Q (46963.150000 sec): 3 clusters
  Score: Raw -1514160.503926 + Penalty 3088.647977 = -1511071.855949
  nChanged 5
		SP:Iteration 156Q (46963.380000 sec): 3 clusters
  Score: Raw -1514161.950397 + Penalty 3088.647977 = -1511073.302419
  nChanged 3
		SP:Iteration 157Q (46963.650000 sec): 3 clusters
  Score: Raw -1514162.674022 + Penalty 3088.647977 = -1511074.026045
  nChanged 6
		SP:Iteration 158Q (46963.920000 sec): 3 clusters
  Score: Raw -1514163.960458 + Penalty 3088.647977 = -1511075.312480
  nChanged 4
		SP:Iteration 159Q (46964.190000 sec): 3 clusters
  Score: Raw -1514165.601974 + Penalty 3088.647977 = -1511076.953997
  nChanged 4
		SP:Iteration 160F (46964.480000 sec): 3 clusters
  Score: Raw -1514166.852701 + Penalty 3088.647977 = -1511078.204724
  nChanged 6
		SP:Iteration 161Q (46964.670000 sec): 3 clusters
  Score: Raw -1514168.943738 + Penalty 3088.647977 = -1511080.295761
  nChanged 5
		SP:Iteration 162Q (46964.920000 sec): 3 clusters
  Score: Raw -1514170.840809 + Penalty 3088.647977 = -1511082.192832
  nChanged 5
		SP:Iteration 163Q (46965.110000 sec): 3 clusters
  Score: Raw -1514172.819446 + Penalty 3088.647977 = -1511084.171469
  nChanged 11
		SP:Iteration 164Q (46965.330000 sec): 3 clusters
  Score: Raw -1514177.591641 + Penalty 3088.647977 = -1511088.943664
  nChanged 4
		SP:Iteration 165Q (46965.580000 sec): 3 clusters
  Score: Raw -1514178.834529 + Penalty 3088.647977 = -1511090.186552
  nChanged 5
		SP:Iteration 166Q (46965.800000 sec): 3 clusters
  Score: Raw -1514180.515102 + Penalty 3088.647977 = -1511091.867125
  nChanged 7
		SP:Iteration 167Q (46966.100000 sec): 3 clusters
  Score: Raw -1514182.550541 + Penalty 3088.647977 = -1511093.902564
  nChanged 4
		SP:Iteration 168Q (46966.350000 sec): 3 clusters
  Score: Raw -1514183.527429 + Penalty 3088.647977 = -1511094.879451
  nChanged 2
		SP:Iteration 169Q (46966.600000 sec): 3 clusters
  Score: Raw -1514184.064375 + Penalty 3088.647977 = -1511095.416397
  nChanged 0
		SP:Iteration 170F (46966.820000 sec): 3 clusters
  Score: Raw -1514184.064375 + Penalty 3088.647977 = -1511095.416397
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (64175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46967.250000 sec): 2 clusters
  Score: Raw -7424700.552439 + Penalty 1798.772463 = -7422901.779976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46967.810000 sec): 3 clusters
  Score: Raw -7383561.367520 + Penalty 3597.544927 = -7379963.822594
  nChanged 30467
		SP:Iteration 1F (46968.330000 sec): 3 clusters
  Score: Raw -7401693.832563 + Penalty 3597.544927 = -7398096.287637
  nChanged 3201
		SP:Iteration 2Q (46968.830000 sec): 3 clusters
  Score: Raw -7403120.289086 + Penalty 3597.544927 = -7399522.744159
  nChanged 3546
		SP:Iteration 3F (46969.350000 sec): 3 clusters
  Score: Raw -7405087.128913 + Penalty 3597.544927 = -7401489.583986
  nChanged 3920
		SP:Iteration 4F (46969.840000 sec): 3 clusters
  Score: Raw -7407844.047416 + Penalty 3597.544927 = -7404246.502489
  nChanged 4494
		SP:Iteration 5F (46970.350000 sec): 3 clusters
  Score: Raw -7411803.136253 + Penalty 3597.544927 = -7408205.591326
  nChanged 5127
		SP:Iteration 6F (46970.810000 sec): 3 clusters
  Score: Raw -7417591.026335 + Penalty 3597.544927 = -7413993.481409
  nChanged 5391
		SP:Iteration 7F (46971.290000 sec): 3 clusters
  Score: Raw -7423742.031108 + Penalty 3597.544927 = -7420144.486181
  nChanged 4452
		SP:Iteration 8F (46971.800000 sec): 3 clusters
  Score: Raw -7427883.988475 + Penalty 3597.544927 = -7424286.443548
  nChanged 2974
		SP:Iteration 9Q (46972.310000 sec): 3 clusters
  Score: Raw -7430182.473865 + Penalty 3597.544927 = -7426584.928938
  nChanged 2101
		SP:Iteration 10Q (46972.810000 sec): 3 clusters
  Score: Raw -7431635.570746 + Penalty 3597.544927 = -7428038.025819
  nChanged 1454
		SP:Iteration 11Q (46973.460000 sec): 3 clusters
  Score: Raw -7432462.104839 + Penalty 3597.544927 = -7428864.559913
  nChanged 957
		SP:Iteration 12Q (46974.020000 sec): 3 clusters
  Score: Raw -7432881.819675 + Penalty 3597.544927 = -7429284.274748
  nChanged 631
		SP:Iteration 13Q (46974.510000 sec): 3 clusters
  Score: Raw -7433070.000049 + Penalty 3597.544927 = -7429472.455122
  nChanged 442
		SP:Iteration 14Q (46975.050000 sec): 3 clusters
  Score: Raw -7433159.624060 + Penalty 3597.544927 = -7429562.079133
  nChanged 305
		SP:Iteration 15Q (46975.550000 sec): 3 clusters
  Score: Raw -7433208.130802 + Penalty 3597.544927 = -7429610.585875
  nChanged 233
		SP:Iteration 16Q (46976.070000 sec): 3 clusters
  Score: Raw -7433240.530866 + Penalty 3597.544927 = -7429642.985939
  nChanged 177
		SP:Iteration 17Q (46976.570000 sec): 3 clusters
  Score: Raw -7433257.779037 + Penalty 3597.544927 = -7429660.234110
  nChanged 117
		SP:Iteration 18Q (46977.060000 sec): 3 clusters
  Score: Raw -7433265.769761 + Penalty 3597.544927 = -7429668.224834
  nChanged 98
		SP:Iteration 19Q (46977.600000 sec): 3 clusters
  Score: Raw -7433271.513167 + Penalty 3597.544927 = -7429673.968240
  nChanged 80
		SP:Iteration 20F (46978.120000 sec): 3 clusters
  Score: Raw -7433276.995302 + Penalty 3597.544927 = -7429679.450375
  nChanged 80
		SP:Iteration 21Q (46978.720000 sec): 3 clusters
  Score: Raw -7433281.893244 + Penalty 3597.544927 = -7429684.348317
  nChanged 79
		SP:Iteration 22Q (46979.220000 sec): 3 clusters
  Score: Raw -7433286.649356 + Penalty 3597.544927 = -7429689.104429
  nChanged 72
		SP:Iteration 23Q (46979.780000 sec): 3 clusters
  Score: Raw -7433290.503018 + Penalty 3597.544927 = -7429692.958092
  nChanged 63
		SP:Iteration 24Q (46980.290000 sec): 3 clusters
  Score: Raw -7433293.630380 + Penalty 3597.544927 = -7429696.085453
  nChanged 49
		SP:Iteration 25Q (46980.790000 sec): 3 clusters
  Score: Raw -7433296.148038 + Penalty 3597.544927 = -7429698.603111
  nChanged 56
		SP:Iteration 26Q (46981.280000 sec): 3 clusters
  Score: Raw -7433298.854381 + Penalty 3597.544927 = -7429701.309454
  nChanged 56
		SP:Iteration 27Q (46981.770000 sec): 3 clusters
  Score: Raw -7433301.605638 + Penalty 3597.544927 = -7429704.060711
  nChanged 53
		SP:Iteration 28Q (46982.230000 sec): 3 clusters
  Score: Raw -7433304.154090 + Penalty 3597.544927 = -7429706.609163
  nChanged 47
		SP:Iteration 29Q (46982.700000 sec): 3 clusters
  Score: Raw -7433306.139123 + Penalty 3597.544927 = -7429708.594196
  nChanged 49
		SP:Iteration 30Q (46983.120000 sec): 3 clusters
  Score: Raw -7433308.256599 + Penalty 3597.544927 = -7429710.711673
  nChanged 35
		SP:Iteration 31Q (46983.630000 sec): 3 clusters
  Score: Raw -7433309.696288 + Penalty 3597.544927 = -7429712.151361
  nChanged 40
		SP:Iteration 32Q (46984.100000 sec): 3 clusters
  Score: Raw -7433311.155078 + Penalty 3597.544927 = -7429713.610152
  nChanged 35
		SP:Iteration 33Q (46984.580000 sec): 3 clusters
  Score: Raw -7433312.322574 + Penalty 3597.544927 = -7429714.777647
  nChanged 30
		SP:Iteration 34Q (46985.080000 sec): 3 clusters
  Score: Raw -7433313.195820 + Penalty 3597.544927 = -7429715.650893
  nChanged 23
		SP:Iteration 35Q (46985.620000 sec): 3 clusters
  Score: Raw -7433313.767055 + Penalty 3597.544927 = -7429716.222128
  nChanged 18
		SP:Iteration 36Q (46986.110000 sec): 3 clusters
  Score: Raw -7433314.170205 + Penalty 3597.544927 = -7429716.625278
  nChanged 10
		SP:Iteration 37Q (46986.600000 sec): 3 clusters
  Score: Raw -7433314.364317 + Penalty 3597.544927 = -7429716.819390
  nChanged 8
		SP:Iteration 38Q (46987.090000 sec): 3 clusters
  Score: Raw -7433314.519928 + Penalty 3597.544927 = -7429716.975001
  nChanged 5
		SP:Iteration 39Q (46987.620000 sec): 3 clusters
  Score: Raw -7433314.623498 + Penalty 3597.544927 = -7429717.078572
  nChanged 3
		SP:Iteration 40F (46988.130000 sec): 3 clusters
  Score: Raw -7433314.683078 + Penalty 3597.544927 = -7429717.138151
  nChanged 3
		SP:Iteration 41Q (46988.630000 sec): 3 clusters
  Score: Raw -7433314.739864 + Penalty 3597.544927 = -7429717.194937
  nChanged 4
		SP:Iteration 42Q (46989.170000 sec): 3 clusters
  Score: Raw -7433314.804945 + Penalty 3597.544927 = -7429717.260018
  nChanged 3
		SP:Iteration 43Q (46989.760000 sec): 3 clusters
  Score: Raw -7433314.891494 + Penalty 3597.544927 = -7429717.346567
  nChanged 5
		SP:Iteration 44Q (46990.260000 sec): 3 clusters
  Score: Raw -7433315.002110 + Penalty 3597.544927 = -7429717.457183
  nChanged 5
		SP:Iteration 45Q (46990.850000 sec): 3 clusters
  Score: Raw -7433315.099294 + Penalty 3597.544927 = -7429717.554367
  nChanged 4
		SP:Iteration 46Q (46991.410000 sec): 3 clusters
  Score: Raw -7433315.147935 + Penalty 3597.544927 = -7429717.603008
  nChanged 0
		SP:Iteration 47F (46991.920000 sec): 3 clusters
  Score: Raw -7433315.147935 + Penalty 3597.544927 = -7429717.603008
  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 11.42 GB.

 Trying to split cluster 7 (85429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46992.390000 sec): 2 clusters
  Score: Raw -10367050.727574 + Penalty 1845.259146 = -10365205.468427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46993.020000 sec): 3 clusters
  Score: Raw -10311599.854352 + Penalty 3690.518293 = -10307909.336060
  nChanged 40673
		SP:Iteration 1F (46993.600000 sec): 3 clusters
  Score: Raw -10335592.458655 + Penalty 3690.518293 = -10331901.940362
  nChanged 3085
		SP:Iteration 2Q (46994.210000 sec): 3 clusters
  Score: Raw -10336549.086344 + Penalty 3690.518293 = -10332858.568051
  nChanged 3509
		SP:Iteration 3Q (46994.840000 sec): 3 clusters
  Score: Raw -10337931.894679 + Penalty 3690.518293 = -10334241.376386
  nChanged 4081
		SP:Iteration 4Q (46995.440000 sec): 3 clusters
  Score: Raw -10339982.893823 + Penalty 3690.518293 = -10336292.375530
  nChanged 4700
		SP:Iteration 5F (46995.990000 sec): 3 clusters
  Score: Raw -10342781.805230 + Penalty 3690.518293 = -10339091.286937
  nChanged 5066
		SP:Iteration 6F (46996.610000 sec): 3 clusters
  Score: Raw -10346153.091388 + Penalty 3690.518293 = -10342462.573095
  nChanged 5184
		SP:Iteration 7F (46997.250000 sec): 3 clusters
  Score: Raw -10349903.734818 + Penalty 3690.518293 = -10346213.216525
  nChanged 4799
		SP:Iteration 8F (46997.880000 sec): 3 clusters
  Score: Raw -10353506.504831 + Penalty 3690.518293 = -10349815.986538
  nChanged 4215
		SP:Iteration 9Q (46998.530000 sec): 3 clusters
  Score: Raw -10356514.359744 + Penalty 3690.518293 = -10352823.841451
  nChanged 3475
		SP:Iteration 10Q (46999.170000 sec): 3 clusters
  Score: Raw -10358853.947292 + Penalty 3690.518293 = -10355163.428999
  nChanged 2741
		SP:Iteration 11Q (46999.750000 sec): 3 clusters
  Score: Raw -10360649.561855 + Penalty 3690.518293 = -10356959.043562
  nChanged 2283
		SP:Iteration 12Q (47000.370000 sec): 3 clusters
  Score: Raw -10362140.688562 + Penalty 3690.518293 = -10358450.170269
  nChanged 1935
		SP:Iteration 13Q (47000.990000 sec): 3 clusters
  Score: Raw -10363404.268039 + Penalty 3690.518293 = -10359713.749746
  nChanged 1617
		SP:Iteration 14Q (47001.630000 sec): 3 clusters
  Score: Raw -10364450.463867 + Penalty 3690.518293 = -10360759.945574
  nChanged 1311
		SP:Iteration 15Q (47002.230000 sec): 3 clusters
  Score: Raw -10365308.972569 + Penalty 3690.518293 = -10361618.454277
  nChanged 1083
		SP:Iteration 16Q (47002.810000 sec): 3 clusters
  Score: Raw -10366016.735420 + Penalty 3690.518293 = -10362326.217128
  nChanged 880
		SP:Iteration 17Q (47003.420000 sec): 3 clusters
  Score: Raw -10366613.651056 + Penalty 3690.518293 = -10362923.132763
  nChanged 661
		SP:Iteration 18Q (47004.100000 sec): 3 clusters
  Score: Raw -10367039.447198 + Penalty 3690.518293 = -10363348.928905
  nChanged 543
		SP:Iteration 19Q (47004.690000 sec): 3 clusters
  Score: Raw -10367373.651636 + Penalty 3690.518293 = -10363683.133343
  nChanged 418
		SP:Iteration 20F (47005.410000 sec): 3 clusters
  Score: Raw -10367597.683509 + Penalty 3690.518293 = -10363907.165216
  nChanged 326
		SP:Iteration 21Q (47005.930000 sec): 3 clusters
  Score: Raw -10367763.318948 + Penalty 3690.518293 = -10364072.800656
  nChanged 249
		SP:Iteration 22Q (47006.450000 sec): 3 clusters
  Score: Raw -10367870.827833 + Penalty 3690.518293 = -10364180.309540
  nChanged 192
		SP:Iteration 23Q (47006.940000 sec): 3 clusters
  Score: Raw -10367943.908236 + Penalty 3690.518293 = -10364253.389943
  nChanged 172
		SP:Iteration 24Q (47007.410000 sec): 3 clusters
  Score: Raw -10368001.192924 + Penalty 3690.518293 = -10364310.674631
  nChanged 144
		SP:Iteration 25Q (47007.880000 sec): 3 clusters
  Score: Raw -10368047.395605 + Penalty 3690.518293 = -10364356.877312
  nChanged 122
		SP:Iteration 26Q (47008.400000 sec): 3 clusters
  Score: Raw -10368080.999898 + Penalty 3690.518293 = -10364390.481605
  nChanged 103
		SP:Iteration 27Q (47008.980000 sec): 3 clusters
  Score: Raw -10368109.215436 + Penalty 3690.518293 = -10364418.697143
  nChanged 75
		SP:Iteration 28Q (47009.550000 sec): 3 clusters
  Score: Raw -10368126.916980 + Penalty 3690.518293 = -10364436.398687
  nChanged 70
		SP:Iteration 29Q (47010.070000 sec): 3 clusters
  Score: Raw -10368142.499413 + Penalty 3690.518293 = -10364451.981120
  nChanged 56
		SP:Iteration 30Q (47010.560000 sec): 3 clusters
  Score: Raw -10368155.258852 + Penalty 3690.518293 = -10364464.740560
  nChanged 43
		SP:Iteration 31Q (47011.040000 sec): 3 clusters
  Score: Raw -10368163.867029 + Penalty 3690.518293 = -10364473.348736
  nChanged 31
		SP:Iteration 32Q (47011.540000 sec): 3 clusters
  Score: Raw -10368170.624777 + Penalty 3690.518293 = -10364480.106484
  nChanged 31
		SP:Iteration 33Q (47012.030000 sec): 3 clusters
  Score: Raw -10368176.324363 + Penalty 3690.518293 = -10364485.806070
  nChanged 31
		SP:Iteration 34Q (47012.530000 sec): 3 clusters
  Score: Raw -10368182.308249 + Penalty 3690.518293 = -10364491.789957
  nChanged 30
		SP:Iteration 35Q (47013.050000 sec): 3 clusters
  Score: Raw -10368187.930527 + Penalty 3690.518293 = -10364497.412235
  nChanged 24
		SP:Iteration 36Q (47013.620000 sec): 3 clusters
  Score: Raw -10368192.735616 + Penalty 3690.518293 = -10364502.217324
  nChanged 22
		SP:Iteration 37Q (47014.110000 sec): 3 clusters
  Score: Raw -10368196.672567 + Penalty 3690.518293 = -10364506.154274
  nChanged 21
		SP:Iteration 38Q (47014.610000 sec): 3 clusters
  Score: Raw -10368200.640677 + Penalty 3690.518293 = -10364510.122384
  nChanged 20
		SP:Iteration 39Q (47015.070000 sec): 3 clusters
  Score: Raw -10368204.279287 + Penalty 3690.518293 = -10364513.760994
  nChanged 21
		SP:Iteration 40F (47015.590000 sec): 3 clusters
  Score: Raw -10368207.834931 + Penalty 3690.518293 = -10364517.316638
  nChanged 15
		SP:Iteration 41Q (47016.100000 sec): 3 clusters
  Score: Raw -10368210.661845 + Penalty 3690.518293 = -10364520.143553
  nChanged 13
		SP:Iteration 42Q (47016.580000 sec): 3 clusters
  Score: Raw -10368213.153726 + Penalty 3690.518293 = -10364522.635433
  nChanged 14
		SP:Iteration 43Q (47017.080000 sec): 3 clusters
  Score: Raw -10368216.016135 + Penalty 3690.518293 = -10364525.497843
  nChanged 14
		SP:Iteration 44Q (47017.590000 sec): 3 clusters
  Score: Raw -10368218.878026 + Penalty 3690.518293 = -10364528.359734
  nChanged 15
		SP:Iteration 45Q (47018.150000 sec): 3 clusters
  Score: Raw -10368221.236967 + Penalty 3690.518293 = -10364530.718675
  nChanged 10
		SP:Iteration 46Q (47018.690000 sec): 3 clusters
  Score: Raw -10368223.044308 + Penalty 3690.518293 = -10364532.526015
  nChanged 15
		SP:Iteration 47Q (47019.200000 sec): 3 clusters
  Score: Raw -10368226.322327 + Penalty 3690.518293 = -10364535.804034
  nChanged 16
		SP:Iteration 48Q (47019.750000 sec): 3 clusters
  Score: Raw -10368229.600550 + Penalty 3690.518293 = -10364539.082257
  nChanged 13
		SP:Iteration 49Q (47020.240000 sec): 3 clusters
  Score: Raw -10368231.716393 + Penalty 3690.518293 = -10364541.198100
  nChanged 13
		SP:Iteration 50Q (47020.770000 sec): 3 clusters
  Score: Raw -10368234.443908 + Penalty 3690.518293 = -10364543.925616
  nChanged 8
		SP:Iteration 51Q (47021.300000 sec): 3 clusters
  Score: Raw -10368235.849993 + Penalty 3690.518293 = -10364545.331700
  nChanged 11
		SP:Iteration 52Q (47021.790000 sec): 3 clusters
  Score: Raw -10368237.820810 + Penalty 3690.518293 = -10364547.302517
  nChanged 13
		SP:Iteration 53Q (47022.340000 sec): 3 clusters
  Score: Raw -10368240.251878 + Penalty 3690.518293 = -10364549.733585
  nChanged 11
		SP:Iteration 54Q (47022.990000 sec): 3 clusters
  Score: Raw -10368242.339317 + Penalty 3690.518293 = -10364551.821024
  nChanged 8
		SP:Iteration 55Q (47023.520000 sec): 3 clusters
  Score: Raw -10368243.321405 + Penalty 3690.518293 = -10364552.803112
  nChanged 1
		SP:Iteration 56Q (47024.020000 sec): 3 clusters
  Score: Raw -10368243.419388 + Penalty 3690.518293 = -10364552.901095
  nChanged 0
		SP:Iteration 57F (47024.690000 sec): 3 clusters
  Score: Raw -10368243.419388 + Penalty 3690.518293 = -10364552.901095
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (2450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47024.840000 sec): 2 clusters
  Score: Raw -254563.175542 + Penalty 1268.124537 = -253295.051005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47025.000000 sec): 3 clusters
  Score: Raw -253629.706873 + Penalty 2536.249074 = -251093.457800
  nChanged 925
		SP:Iteration 1F (47025.180000 sec): 3 clusters
  Score: Raw -255805.177578 + Penalty 2536.249074 = -253268.928504
  nChanged 370
		SP:Iteration 2F (47025.410000 sec): 3 clusters
  Score: Raw -257421.538198 + Penalty 2536.249074 = -254885.289124
  nChanged 200
		SP:Iteration 3F (47025.580000 sec): 3 clusters
  Score: Raw -258068.166492 + Penalty 2536.249074 = -255531.917419
  nChanged 113
		SP:Iteration 4Q (47025.750000 sec): 3 clusters
  Score: Raw -258298.429525 + Penalty 2536.249074 = -255762.180451
  nChanged 72
		SP:Iteration 5Q (47025.900000 sec): 3 clusters
  Score: Raw -258428.913847 + Penalty 2536.249074 = -255892.664773
  nChanged 76
		SP:Iteration 6Q (47026.090000 sec): 3 clusters
  Score: Raw -258531.713811 + Penalty 2536.249074 = -255995.464737
  nChanged 54
		SP:Iteration 7Q (47026.280000 sec): 3 clusters
  Score: Raw -258593.337438 + Penalty 2536.249074 = -256057.088364
  nChanged 57
		SP:Iteration 8Q (47026.460000 sec): 3 clusters
  Score: Raw -258661.995030 + Penalty 2536.249074 = -256125.745956
  nChanged 44
		SP:Iteration 9Q (47026.640000 sec): 3 clusters
  Score: Raw -258712.502113 + Penalty 2536.249074 = -256176.253040
  nChanged 41
		SP:Iteration 10Q (47026.780000 sec): 3 clusters
  Score: Raw -258759.389140 + Penalty 2536.249074 = -256223.140066
  nChanged 32
		SP:Iteration 11Q (47026.990000 sec): 3 clusters
  Score: Raw -258810.107034 + Penalty 2536.249074 = -256273.857960
  nChanged 31
		SP:Iteration 12Q (47027.180000 sec): 3 clusters
  Score: Raw -258850.626906 + Penalty 2536.249074 = -256314.377833
  nChanged 29
		SP:Iteration 13Q (47027.380000 sec): 3 clusters
  Score: Raw -258888.557276 + Penalty 2536.249074 = -256352.308202
  nChanged 27
		SP:Iteration 14Q (47027.630000 sec): 3 clusters
  Score: Raw -258928.426210 + Penalty 2536.249074 = -256392.177137
  nChanged 26
		SP:Iteration 15Q (47027.810000 sec): 3 clusters
  Score: Raw -258978.354006 + Penalty 2536.249074 = -256442.104933
  nChanged 33
		SP:Iteration 16Q (47027.970000 sec): 3 clusters
  Score: Raw -259050.278178 + Penalty 2536.249074 = -256514.029104
  nChanged 35
		SP:Iteration 17Q (47028.150000 sec): 3 clusters
  Score: Raw -259183.761717 + Penalty 2536.249074 = -256647.512644
  nChanged 37
		SP:Iteration 18Q (47028.350000 sec): 3 clusters
  Score: Raw -259634.814254 + Penalty 2536.249074 = -257098.565180
  nChanged 26
		SP:Iteration 19Q (47028.550000 sec): 3 clusters
  Score: Raw -260328.232197 + Penalty 2536.249074 = -257791.983124
  nChanged 21
		SP:Iteration 20F (47028.730000 sec): 3 clusters
  Score: Raw -260506.589220 + Penalty 2536.249074 = -257970.340146
  nChanged 14
		SP:Iteration 21Q (47028.950000 sec): 3 clusters
  Score: Raw -260535.365048 + Penalty 2536.249074 = -257999.115974
  nChanged 6
		SP:Iteration 22Q (47029.120000 sec): 3 clusters
  Score: Raw -260541.229606 + Penalty 2536.249074 = -258004.980532
  nChanged 2
		SP:Iteration 23Q (47029.350000 sec): 3 clusters
  Score: Raw -260544.299887 + Penalty 2536.249074 = -258008.050814
  nChanged 1
		SP:Iteration 24Q (47029.520000 sec): 3 clusters
  Score: Raw -260545.372554 + Penalty 2536.249074 = -258009.123480
  nChanged 1
		SP:Iteration 25Q (47029.720000 sec): 3 clusters
  Score: Raw -260545.993490 + Penalty 2536.249074 = -258009.744416
  nChanged 0
		SP:Iteration 26F (47029.900000 sec): 3 clusters
  Score: Raw -260545.993490 + Penalty 2536.249074 = -258009.744416
  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 11.42 GB.

 Trying to split cluster 9 (16216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47030.100000 sec): 2 clusters
  Score: Raw -1933895.944881 + Penalty 1575.234974 = -1932320.709906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47030.330000 sec): 3 clusters
  Score: Raw -1924301.111531 + Penalty 3150.469949 = -1921150.641583
  nChanged 7243
		SP:Iteration 1F (47030.540000 sec): 3 clusters
  Score: Raw -1928727.297739 + Penalty 3150.469949 = -1925576.827791
  nChanged 1201
		SP:Iteration 2F (47030.830000 sec): 3 clusters
  Score: Raw -1929697.278895 + Penalty 3150.469949 = -1926546.808947
  nChanged 1366
		SP:Iteration 3F (47031.120000 sec): 3 clusters
  Score: Raw -1931140.545779 + Penalty 3150.469949 = -1927990.075831
  nChanged 1521
		SP:Iteration 4F (47031.340000 sec): 3 clusters
  Score: Raw -1932787.000983 + Penalty 3150.469949 = -1929636.531034
  nChanged 1319
		SP:Iteration 5F (47031.630000 sec): 3 clusters
  Score: Raw -1933942.008124 + Penalty 3150.469949 = -1930791.538175
  nChanged 926
		SP:Iteration 6F (47031.890000 sec): 3 clusters
  Score: Raw -1934644.433390 + Penalty 3150.469949 = -1931493.963441
  nChanged 618
		SP:Iteration 7Q (47032.100000 sec): 3 clusters
  Score: Raw -1935141.336678 + Penalty 3150.469949 = -1931990.866729
  nChanged 406
		SP:Iteration 8Q (47032.350000 sec): 3 clusters
  Score: Raw -1935501.241953 + Penalty 3150.469949 = -1932350.772004
  nChanged 308
		SP:Iteration 9Q (47032.570000 sec): 3 clusters
  Score: Raw -1935748.005326 + Penalty 3150.469949 = -1932597.535377
  nChanged 232
		SP:Iteration 10Q (47032.830000 sec): 3 clusters
  Score: Raw -1935907.105185 + Penalty 3150.469949 = -1932756.635237
  nChanged 169
		SP:Iteration 11Q (47033.030000 sec): 3 clusters
  Score: Raw -1935998.304746 + Penalty 3150.469949 = -1932847.834797
  nChanged 113
		SP:Iteration 12Q (47033.280000 sec): 3 clusters
  Score: Raw -1936044.816026 + Penalty 3150.469949 = -1932894.346077
  nChanged 75
		SP:Iteration 13Q (47033.570000 sec): 3 clusters
  Score: Raw -1936069.190798 + Penalty 3150.469949 = -1932918.720849
  nChanged 49
		SP:Iteration 14Q (47033.780000 sec): 3 clusters
  Score: Raw -1936088.265947 + Penalty 3150.469949 = -1932937.795998
  nChanged 57
		SP:Iteration 15Q (47034.030000 sec): 3 clusters
  Score: Raw -1936106.486851 + Penalty 3150.469949 = -1932956.016902
  nChanged 45
		SP:Iteration 16Q (47034.290000 sec): 3 clusters
  Score: Raw -1936118.434430 + Penalty 3150.469949 = -1932967.964481
  nChanged 33
		SP:Iteration 17Q (47034.530000 sec): 3 clusters
  Score: Raw -1936126.899673 + Penalty 3150.469949 = -1932976.429725
  nChanged 29
		SP:Iteration 18Q (47034.770000 sec): 3 clusters
  Score: Raw -1936134.139029 + Penalty 3150.469949 = -1932983.669080
  nChanged 27
		SP:Iteration 19Q (47035.010000 sec): 3 clusters
  Score: Raw -1936140.839536 + Penalty 3150.469949 = -1932990.369587
  nChanged 23
		SP:Iteration 20F (47035.250000 sec): 3 clusters
  Score: Raw -1936144.822281 + Penalty 3150.469949 = -1932994.352332
  nChanged 26
		SP:Iteration 21Q (47035.470000 sec): 3 clusters
  Score: Raw -1936155.842686 + Penalty 3150.469949 = -1933005.372737
  nChanged 30
		SP:Iteration 22Q (47035.720000 sec): 3 clusters
  Score: Raw -1936166.330652 + Penalty 3150.469949 = -1933015.860703
  nChanged 37
		SP:Iteration 23Q (47035.970000 sec): 3 clusters
  Score: Raw -1936179.429362 + Penalty 3150.469949 = -1933028.959413
  nChanged 38
		SP:Iteration 24Q (47036.190000 sec): 3 clusters
  Score: Raw -1936193.820902 + Penalty 3150.469949 = -1933043.350953
  nChanged 31
		SP:Iteration 25Q (47036.410000 sec): 3 clusters
  Score: Raw -1936206.686696 + Penalty 3150.469949 = -1933056.216747
  nChanged 36
		SP:Iteration 26Q (47036.630000 sec): 3 clusters
  Score: Raw -1936222.123061 + Penalty 3150.469949 = -1933071.653112
  nChanged 42
		SP:Iteration 27Q (47036.910000 sec): 3 clusters
  Score: Raw -1936242.018448 + Penalty 3150.469949 = -1933091.548499
  nChanged 48
		SP:Iteration 28Q (47037.130000 sec): 3 clusters
  Score: Raw -1936259.849965 + Penalty 3150.469949 = -1933109.380017
  nChanged 35
		SP:Iteration 29Q (47037.360000 sec): 3 clusters
  Score: Raw -1936270.170949 + Penalty 3150.469949 = -1933119.701000
  nChanged 26
		SP:Iteration 30Q (47037.620000 sec): 3 clusters
  Score: Raw -1936277.003340 + Penalty 3150.469949 = -1933126.533391
  nChanged 29
		SP:Iteration 31Q (47037.850000 sec): 3 clusters
  Score: Raw -1936284.589319 + Penalty 3150.469949 = -1933134.119371
  nChanged 19
		SP:Iteration 32Q (47038.060000 sec): 3 clusters
  Score: Raw -1936288.337212 + Penalty 3150.469949 = -1933137.867263
  nChanged 16
		SP:Iteration 33Q (47038.300000 sec): 3 clusters
  Score: Raw -1936290.821330 + Penalty 3150.469949 = -1933140.351381
  nChanged 10
		SP:Iteration 34Q (47038.540000 sec): 3 clusters
  Score: Raw -1936292.300971 + Penalty 3150.469949 = -1933141.831023
  nChanged 9
		SP:Iteration 35Q (47038.770000 sec): 3 clusters
  Score: Raw -1936293.841818 + Penalty 3150.469949 = -1933143.371870
  nChanged 10
		SP:Iteration 36Q (47039.040000 sec): 3 clusters
  Score: Raw -1936295.803634 + Penalty 3150.469949 = -1933145.333685
  nChanged 9
		SP:Iteration 37Q (47039.300000 sec): 3 clusters
  Score: Raw -1936297.754479 + Penalty 3150.469949 = -1933147.284530
  nChanged 18
		SP:Iteration 38Q (47039.520000 sec): 3 clusters
  Score: Raw -1936302.311507 + Penalty 3150.469949 = -1933151.841559
  nChanged 19
		SP:Iteration 39Q (47039.770000 sec): 3 clusters
  Score: Raw -1936306.314471 + Penalty 3150.469949 = -1933155.844523
  nChanged 10
		SP:Iteration 40F (47040.060000 sec): 3 clusters
  Score: Raw -1936307.711890 + Penalty 3150.469949 = -1933157.241941
  nChanged 7
		SP:Iteration 41Q (47040.310000 sec): 3 clusters
  Score: Raw -1936308.769044 + Penalty 3150.469949 = -1933158.299096
  nChanged 5
		SP:Iteration 42Q (47040.580000 sec): 3 clusters
  Score: Raw -1936309.410757 + Penalty 3150.469949 = -1933158.940808
  nChanged 6
		SP:Iteration 43Q (47040.820000 sec): 3 clusters
  Score: Raw -1936310.109701 + Penalty 3150.469949 = -1933159.639752
  nChanged 3
		SP:Iteration 44Q (47041.030000 sec): 3 clusters
  Score: Raw -1936310.409739 + Penalty 3150.469949 = -1933159.939790
  nChanged 2
		SP:Iteration 45Q (47041.320000 sec): 3 clusters
  Score: Raw -1936310.729074 + Penalty 3150.469949 = -1933160.259125
  nChanged 4
		SP:Iteration 46Q (47041.570000 sec): 3 clusters
  Score: Raw -1936311.259980 + Penalty 3150.469949 = -1933160.790031
  nChanged 2
		SP:Iteration 47Q (47041.840000 sec): 3 clusters
  Score: Raw -1936311.415774 + Penalty 3150.469949 = -1933160.945825
  nChanged 1
		SP:Iteration 48Q (47042.060000 sec): 3 clusters
  Score: Raw -1936311.680121 + Penalty 3150.469949 = -1933161.210173
  nChanged 3
		SP:Iteration 49Q (47042.290000 sec): 3 clusters
  Score: Raw -1936312.210269 + Penalty 3150.469949 = -1933161.740320
  nChanged 3
		SP:Iteration 50Q (47042.550000 sec): 3 clusters
  Score: Raw -1936312.678619 + Penalty 3150.469949 = -1933162.208670
  nChanged 0
		SP:Iteration 51F (47042.830000 sec): 3 clusters
  Score: Raw -1936312.678619 + Penalty 3150.469949 = -1933162.208670
  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 11.42 GB.

 Trying to split cluster 10 (23027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47043.040000 sec): 2 clusters
  Score: Raw -2799374.724131 + Penalty 1632.218692 = -2797742.505439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47043.320000 sec): 3 clusters
  Score: Raw -2785353.495459 + Penalty 3264.437384 = -2782089.058076
  nChanged 10443
		SP:Iteration 1F (47043.580000 sec): 3 clusters
  Score: Raw -2791010.778985 + Penalty 3264.437384 = -2787746.341601
  nChanged 1154
		SP:Iteration 2F (47043.850000 sec): 3 clusters
  Score: Raw -2791408.711363 + Penalty 3264.437384 = -2788144.273980
  nChanged 1114
		SP:Iteration 3Q (47044.120000 sec): 3 clusters
  Score: Raw -2791844.628353 + Penalty 3264.437384 = -2788580.190969
  nChanged 1148
		SP:Iteration 4Q (47044.400000 sec): 3 clusters
  Score: Raw -2792404.927445 + Penalty 3264.437384 = -2789140.490061
  nChanged 1426
		SP:Iteration 5F (47044.660000 sec): 3 clusters
  Score: Raw -2793343.835278 + Penalty 3264.437384 = -2790079.397894
  nChanged 1659
		SP:Iteration 6F (47044.920000 sec): 3 clusters
  Score: Raw -2794684.202088 + Penalty 3264.437384 = -2791419.764704
  nChanged 1803
		SP:Iteration 7F (47045.210000 sec): 3 clusters
  Score: Raw -2796316.032596 + Penalty 3264.437384 = -2793051.595213
  nChanged 1558
		SP:Iteration 8F (47045.480000 sec): 3 clusters
  Score: Raw -2797840.379846 + Penalty 3264.437384 = -2794575.942462
  nChanged 1139
		SP:Iteration 9Q (47045.780000 sec): 3 clusters
  Score: Raw -2798951.737305 + Penalty 3264.437384 = -2795687.299921
  nChanged 761
		SP:Iteration 10Q (47046.060000 sec): 3 clusters
  Score: Raw -2799495.878401 + Penalty 3264.437384 = -2796231.441017
  nChanged 439
		SP:Iteration 11Q (47046.370000 sec): 3 clusters
  Score: Raw -2799686.537255 + Penalty 3264.437384 = -2796422.099872
  nChanged 253
		SP:Iteration 12Q (47046.650000 sec): 3 clusters
  Score: Raw -2799766.754207 + Penalty 3264.437384 = -2796502.316824
  nChanged 184
		SP:Iteration 13Q (47046.960000 sec): 3 clusters
  Score: Raw -2799809.827543 + Penalty 3264.437384 = -2796545.390159
  nChanged 141
		SP:Iteration 14Q (47047.220000 sec): 3 clusters
  Score: Raw -2799840.110196 + Penalty 3264.437384 = -2796575.672812
  nChanged 105
		SP:Iteration 15Q (47047.470000 sec): 3 clusters
  Score: Raw -2799856.413906 + Penalty 3264.437384 = -2796591.976523
  nChanged 51
		SP:Iteration 16Q (47047.780000 sec): 3 clusters
  Score: Raw -2799864.608883 + Penalty 3264.437384 = -2796600.171499
  nChanged 52
		SP:Iteration 17Q (47048.050000 sec): 3 clusters
  Score: Raw -2799872.501871 + Penalty 3264.437384 = -2796608.064487
  nChanged 52
		SP:Iteration 18Q (47048.320000 sec): 3 clusters
  Score: Raw -2799879.166010 + Penalty 3264.437384 = -2796614.728626
  nChanged 53
		SP:Iteration 19Q (47048.610000 sec): 3 clusters
  Score: Raw -2799886.026665 + Penalty 3264.437384 = -2796621.589281
  nChanged 36
		SP:Iteration 20F (47048.830000 sec): 3 clusters
  Score: Raw -2799889.943972 + Penalty 3264.437384 = -2796625.506588
  nChanged 19
		SP:Iteration 21Q (47049.080000 sec): 3 clusters
  Score: Raw -2799891.288706 + Penalty 3264.437384 = -2796626.851322
  nChanged 13
		SP:Iteration 22Q (47049.360000 sec): 3 clusters
  Score: Raw -2799892.387939 + Penalty 3264.437384 = -2796627.950555
  nChanged 9
		SP:Iteration 23Q (47049.650000 sec): 3 clusters
  Score: Raw -2799893.053883 + Penalty 3264.437384 = -2796628.616499
  nChanged 8
		SP:Iteration 24Q (47049.940000 sec): 3 clusters
  Score: Raw -2799893.652979 + Penalty 3264.437384 = -2796629.215595
  nChanged 10
		SP:Iteration 25Q (47050.220000 sec): 3 clusters
  Score: Raw -2799894.530150 + Penalty 3264.437384 = -2796630.092767
  nChanged 8
		SP:Iteration 26Q (47050.450000 sec): 3 clusters
  Score: Raw -2799895.030409 + Penalty 3264.437384 = -2796630.593025
  nChanged 10
		SP:Iteration 27Q (47050.760000 sec): 3 clusters
  Score: Raw -2799895.678995 + Penalty 3264.437384 = -2796631.241611
  nChanged 6
		SP:Iteration 28Q (47051.000000 sec): 3 clusters
  Score: Raw -2799896.113970 + Penalty 3264.437384 = -2796631.676586
  nChanged 4
		SP:Iteration 29Q (47051.310000 sec): 3 clusters
  Score: Raw -2799896.432931 + Penalty 3264.437384 = -2796631.995547
  nChanged 2
		SP:Iteration 30Q (47051.580000 sec): 3 clusters
  Score: Raw -2799896.540985 + Penalty 3264.437384 = -2796632.103601
  nChanged 0
		SP:Iteration 31F (47051.830000 sec): 3 clusters
  Score: Raw -2799896.540985 + Penalty 3264.437384 = -2796632.103601
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (12597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47051.990000 sec): 2 clusters
  Score: Raw -1246744.733119 + Penalty 1534.197270 = -1245210.535849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47052.240000 sec): 3 clusters
  Score: Raw -1239393.145929 + Penalty 3068.394540 = -1236324.751389
  nChanged 5517
		SP:Iteration 1F (47052.430000 sec): 3 clusters
  Score: Raw -1242580.658621 + Penalty 3068.394540 = -1239512.264081
  nChanged 922
		SP:Iteration 2F (47052.730000 sec): 3 clusters
  Score: Raw -1243147.145915 + Penalty 3068.394540 = -1240078.751375
  nChanged 843
		SP:Iteration 3F (47052.960000 sec): 3 clusters
  Score: Raw -1243638.708895 + Penalty 3068.394540 = -1240570.314355
  nChanged 791
		SP:Iteration 4F (47053.170000 sec): 3 clusters
  Score: Raw -1244087.650712 + Penalty 3068.394540 = -1241019.256172
  nChanged 686
		SP:Iteration 5F (47053.360000 sec): 3 clusters
  Score: Raw -1244495.043098 + Penalty 3068.394540 = -1241426.648558
  nChanged 634
		SP:Iteration 6F (47053.640000 sec): 3 clusters
  Score: Raw -1244839.952890 + Penalty 3068.394540 = -1241771.558350
  nChanged 574
		SP:Iteration 7Q (47053.870000 sec): 3 clusters
  Score: Raw -1245128.299965 + Penalty 3068.394540 = -1242059.905425
  nChanged 497
		SP:Iteration 8Q (47054.120000 sec): 3 clusters
  Score: Raw -1245353.473432 + Penalty 3068.394540 = -1242285.078892
  nChanged 396
		SP:Iteration 9Q (47054.360000 sec): 3 clusters
  Score: Raw -1245511.614701 + Penalty 3068.394540 = -1242443.220161
  nChanged 357
		SP:Iteration 10Q (47054.600000 sec): 3 clusters
  Score: Raw -1245653.440969 + Penalty 3068.394540 = -1242585.046429
  nChanged 335
		SP:Iteration 11Q (47054.830000 sec): 3 clusters
  Score: Raw -1245786.708954 + Penalty 3068.394540 = -1242718.314414
  nChanged 287
		SP:Iteration 12Q (47055.020000 sec): 3 clusters
  Score: Raw -1245898.215317 + Penalty 3068.394540 = -1242829.820777
  nChanged 279
		SP:Iteration 13Q (47055.260000 sec): 3 clusters
  Score: Raw -1246002.457424 + Penalty 3068.394540 = -1242934.062884
  nChanged 248
		SP:Iteration 14Q (47055.520000 sec): 3 clusters
  Score: Raw -1246093.426589 + Penalty 3068.394540 = -1243025.032049
  nChanged 229
		SP:Iteration 15Q (47055.750000 sec): 3 clusters
  Score: Raw -1246170.637884 + Penalty 3068.394540 = -1243102.243344
  nChanged 205
		SP:Iteration 16Q (47056.000000 sec): 3 clusters
  Score: Raw -1246235.071336 + Penalty 3068.394540 = -1243166.676796
  nChanged 200
		SP:Iteration 17Q (47056.260000 sec): 3 clusters
  Score: Raw -1246295.165192 + Penalty 3068.394540 = -1243226.770652
  nChanged 167
		SP:Iteration 18Q (47056.510000 sec): 3 clusters
  Score: Raw -1246333.556561 + Penalty 3068.394540 = -1243265.162021
  nChanged 113
		SP:Iteration 19Q (47056.740000 sec): 3 clusters
  Score: Raw -1246357.648555 + Penalty 3068.394540 = -1243289.254015
  nChanged 115
		SP:Iteration 20F (47056.930000 sec): 3 clusters
  Score: Raw -1246384.641725 + Penalty 3068.394540 = -1243316.247185
  nChanged 122
		SP:Iteration 21Q (47057.130000 sec): 3 clusters
  Score: Raw -1246414.485520 + Penalty 3068.394540 = -1243346.090980
  nChanged 109
		SP:Iteration 22Q (47057.370000 sec): 3 clusters
  Score: Raw -1246434.915132 + Penalty 3068.394540 = -1243366.520592
  nChanged 95
		SP:Iteration 23Q (47057.590000 sec): 3 clusters
  Score: Raw -1246453.650902 + Penalty 3068.394540 = -1243385.256362
  nChanged 94
		SP:Iteration 24Q (47057.800000 sec): 3 clusters
  Score: Raw -1246469.957147 + Penalty 3068.394540 = -1243401.562606
  nChanged 71
		SP:Iteration 25Q (47058.030000 sec): 3 clusters
  Score: Raw -1246480.936335 + Penalty 3068.394540 = -1243412.541795
  nChanged 60
		SP:Iteration 26Q (47058.280000 sec): 3 clusters
  Score: Raw -1246491.256194 + Penalty 3068.394540 = -1243422.861654
  nChanged 62
		SP:Iteration 27Q (47058.500000 sec): 3 clusters
  Score: Raw -1246504.063011 + Penalty 3068.394540 = -1243435.668471
  nChanged 80
		SP:Iteration 28Q (47058.750000 sec): 3 clusters
  Score: Raw -1246522.231173 + Penalty 3068.394540 = -1243453.836633
  nChanged 86
		SP:Iteration 29Q (47058.980000 sec): 3 clusters
  Score: Raw -1246540.659455 + Penalty 3068.394540 = -1243472.264915
  nChanged 86
		SP:Iteration 30Q (47059.230000 sec): 3 clusters
  Score: Raw -1246557.460704 + Penalty 3068.394540 = -1243489.066164
  nChanged 87
		SP:Iteration 31Q (47059.410000 sec): 3 clusters
  Score: Raw -1246573.396697 + Penalty 3068.394540 = -1243505.002157
  nChanged 76
		SP:Iteration 32Q (47059.640000 sec): 3 clusters
  Score: Raw -1246586.096473 + Penalty 3068.394540 = -1243517.701933
  nChanged 66
		SP:Iteration 33Q (47059.870000 sec): 3 clusters
  Score: Raw -1246600.189251 + Penalty 3068.394540 = -1243531.794711
  nChanged 74
		SP:Iteration 34Q (47060.070000 sec): 3 clusters
  Score: Raw -1246616.915012 + Penalty 3068.394540 = -1243548.520472
  nChanged 76
		SP:Iteration 35Q (47060.280000 sec): 3 clusters
  Score: Raw -1246630.872377 + Penalty 3068.394540 = -1243562.477837
  nChanged 83
		SP:Iteration 36Q (47060.490000 sec): 3 clusters
  Score: Raw -1246646.451836 + Penalty 3068.394540 = -1243578.057296
  nChanged 74
		SP:Iteration 37Q (47060.730000 sec): 3 clusters
  Score: Raw -1246659.342927 + Penalty 3068.394540 = -1243590.948387
  nChanged 61
		SP:Iteration 38Q (47060.940000 sec): 3 clusters
  Score: Raw -1246667.740846 + Penalty 3068.394540 = -1243599.346306
  nChanged 52
		SP:Iteration 39Q (47061.200000 sec): 3 clusters
  Score: Raw -1246674.971175 + Penalty 3068.394540 = -1243606.576635
  nChanged 45
		SP:Iteration 40F (47061.480000 sec): 3 clusters
  Score: Raw -1246680.906274 + Penalty 3068.394540 = -1243612.511734
  nChanged 38
		SP:Iteration 41Q (47061.700000 sec): 3 clusters
  Score: Raw -1246686.584111 + Penalty 3068.394540 = -1243618.189571
  nChanged 41
		SP:Iteration 42Q (47061.940000 sec): 3 clusters
  Score: Raw -1246691.240991 + Penalty 3068.394540 = -1243622.846451
  nChanged 29
		SP:Iteration 43Q (47062.210000 sec): 3 clusters
  Score: Raw -1246695.114663 + Penalty 3068.394540 = -1243626.720123
  nChanged 26
		SP:Iteration 44Q (47062.470000 sec): 3 clusters
  Score: Raw -1246698.043320 + Penalty 3068.394540 = -1243629.648780
  nChanged 23
		SP:Iteration 45Q (47062.690000 sec): 3 clusters
  Score: Raw -1246700.553474 + Penalty 3068.394540 = -1243632.158934
  nChanged 26
		SP:Iteration 46Q (47062.950000 sec): 3 clusters
  Score: Raw -1246703.587710 + Penalty 3068.394540 = -1243635.193170
  nChanged 21
		SP:Iteration 47Q (47063.150000 sec): 3 clusters
  Score: Raw -1246705.963848 + Penalty 3068.394540 = -1243637.569308
  nChanged 18
		SP:Iteration 48Q (47063.380000 sec): 3 clusters
  Score: Raw -1246707.899304 + Penalty 3068.394540 = -1243639.504764
  nChanged 17
		SP:Iteration 49Q (47063.670000 sec): 3 clusters
  Score: Raw -1246709.439993 + Penalty 3068.394540 = -1243641.045453
  nChanged 16
		SP:Iteration 50Q (47063.880000 sec): 3 clusters
  Score: Raw -1246710.905545 + Penalty 3068.394540 = -1243642.511005
  nChanged 9
		SP:Iteration 51Q (47064.120000 sec): 3 clusters
  Score: Raw -1246712.121633 + Penalty 3068.394540 = -1243643.727093
  nChanged 10
		SP:Iteration 52Q (47064.340000 sec): 3 clusters
  Score: Raw -1246713.140023 + Penalty 3068.394540 = -1243644.745483
  nChanged 8
		SP:Iteration 53Q (47064.580000 sec): 3 clusters
  Score: Raw -1246713.656150 + Penalty 3068.394540 = -1243645.261610
  nChanged 7
		SP:Iteration 54Q (47064.760000 sec): 3 clusters
  Score: Raw -1246714.165544 + Penalty 3068.394540 = -1243645.771004
  nChanged 7
		SP:Iteration 55Q (47064.970000 sec): 3 clusters
  Score: Raw -1246714.753303 + Penalty 3068.394540 = -1243646.358763
  nChanged 12
		SP:Iteration 56Q (47065.190000 sec): 3 clusters
  Score: Raw -1246715.820242 + Penalty 3068.394540 = -1243647.425702
  nChanged 5
		SP:Iteration 57Q (47065.400000 sec): 3 clusters
  Score: Raw -1246716.119077 + Penalty 3068.394540 = -1243647.724537
  nChanged 4
		SP:Iteration 58Q (47065.590000 sec): 3 clusters
  Score: Raw -1246716.272576 + Penalty 3068.394540 = -1243647.878036
  nChanged 2
		SP:Iteration 59Q (47065.830000 sec): 3 clusters
  Score: Raw -1246716.501642 + Penalty 3068.394540 = -1243648.107102
  nChanged 2
		SP:Iteration 60F (47066.020000 sec): 3 clusters
  Score: Raw -1246716.586911 + Penalty 3068.394540 = -1243648.192370
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (30677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47066.230000 sec): 2 clusters
  Score: Raw -3330067.953249 + Penalty 1678.831126 = -3328389.122123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47066.530000 sec): 3 clusters
  Score: Raw -3310983.046362 + Penalty 3357.662252 = -3307625.384110
  nChanged 14223
		SP:Iteration 1F (47066.850000 sec): 3 clusters
  Score: Raw -3319723.003788 + Penalty 3357.662252 = -3316365.341536
  nChanged 2177
		SP:Iteration 2F (47067.110000 sec): 3 clusters
  Score: Raw -3321191.068997 + Penalty 3357.662252 = -3317833.406746
  nChanged 2351
		SP:Iteration 3F (47067.380000 sec): 3 clusters
  Score: Raw -3322733.214442 + Penalty 3357.662252 = -3319375.552190
  nChanged 2275
		SP:Iteration 4F (47067.710000 sec): 3 clusters
  Score: Raw -3324322.619158 + Penalty 3357.662252 = -3320964.956906
  nChanged 2212
		SP:Iteration 5F (47068.030000 sec): 3 clusters
  Score: Raw -3326025.968942 + Penalty 3357.662252 = -3322668.306690
  nChanged 1973
		SP:Iteration 6F (47068.380000 sec): 3 clusters
  Score: Raw -3327751.916601 + Penalty 3357.662252 = -3324394.254349
  nChanged 1606
		SP:Iteration 7F (47068.660000 sec): 3 clusters
  Score: Raw -3329274.327827 + Penalty 3357.662252 = -3325916.665575
  nChanged 1257
		SP:Iteration 8Q (47068.930000 sec): 3 clusters
  Score: Raw -3330391.456794 + Penalty 3357.662252 = -3327033.794543
  nChanged 871
		SP:Iteration 9Q (47069.200000 sec): 3 clusters
  Score: Raw -3330979.987830 + Penalty 3357.662252 = -3327622.325578
  nChanged 600
		SP:Iteration 10Q (47069.490000 sec): 3 clusters
  Score: Raw -3331280.428791 + Penalty 3357.662252 = -3327922.766539
  nChanged 456
		SP:Iteration 11Q (47069.800000 sec): 3 clusters
  Score: Raw -3331478.979187 + Penalty 3357.662252 = -3328121.316935
  nChanged 406
		SP:Iteration 12Q (47070.130000 sec): 3 clusters
  Score: Raw -3331652.786694 + Penalty 3357.662252 = -3328295.124442
  nChanged 400
		SP:Iteration 13Q (47070.430000 sec): 3 clusters
  Score: Raw -3331818.792206 + Penalty 3357.662252 = -3328461.129954
  nChanged 360
		SP:Iteration 14Q (47070.710000 sec): 3 clusters
  Score: Raw -3331981.445109 + Penalty 3357.662252 = -3328623.782857
  nChanged 329
		SP:Iteration 15Q (47071.020000 sec): 3 clusters
  Score: Raw -3332133.375926 + Penalty 3357.662252 = -3328775.713675
  nChanged 354
		SP:Iteration 16Q (47071.320000 sec): 3 clusters
  Score: Raw -3332312.346456 + Penalty 3357.662252 = -3328954.684204
  nChanged 352
		SP:Iteration 17Q (47071.600000 sec): 3 clusters
  Score: Raw -3332491.193086 + Penalty 3357.662252 = -3329133.530835
  nChanged 309
		SP:Iteration 18Q (47071.920000 sec): 3 clusters
  Score: Raw -3332644.491049 + Penalty 3357.662252 = -3329286.828797
  nChanged 283
		SP:Iteration 19Q (47072.230000 sec): 3 clusters
  Score: Raw -3332798.970638 + Penalty 3357.662252 = -3329441.308386
  nChanged 271
		SP:Iteration 20F (47072.480000 sec): 3 clusters
  Score: Raw -3332960.741042 + Penalty 3357.662252 = -3329603.078790
  nChanged 232
		SP:Iteration 21Q (47072.790000 sec): 3 clusters
  Score: Raw -3333113.091675 + Penalty 3357.662252 = -3329755.429423
  nChanged 206
		SP:Iteration 22Q (47073.040000 sec): 3 clusters
  Score: Raw -3333255.360186 + Penalty 3357.662252 = -3329897.697934
  nChanged 181
		SP:Iteration 23Q (47073.330000 sec): 3 clusters
  Score: Raw -3333370.570427 + Penalty 3357.662252 = -3330012.908175
  nChanged 134
		SP:Iteration 24Q (47073.660000 sec): 3 clusters
  Score: Raw -3333469.148407 + Penalty 3357.662252 = -3330111.486155
  nChanged 125
		SP:Iteration 25Q (47073.970000 sec): 3 clusters
  Score: Raw -3333566.480650 + Penalty 3357.662252 = -3330208.818398
  nChanged 123
		SP:Iteration 26Q (47074.240000 sec): 3 clusters
  Score: Raw -3333671.619024 + Penalty 3357.662252 = -3330313.956772
  nChanged 116
		SP:Iteration 27Q (47074.530000 sec): 3 clusters
  Score: Raw -3333785.715485 + Penalty 3357.662252 = -3330428.053233
  nChanged 108
		SP:Iteration 28Q (47074.820000 sec): 3 clusters
  Score: Raw -3333912.160078 + Penalty 3357.662252 = -3330554.497827
  nChanged 92
		SP:Iteration 29Q (47075.060000 sec): 3 clusters
  Score: Raw -3334039.606113 + Penalty 3357.662252 = -3330681.943861
  nChanged 96
		SP:Iteration 30Q (47075.390000 sec): 3 clusters
  Score: Raw -3334190.760754 + Penalty 3357.662252 = -3330833.098502
  nChanged 69
		SP:Iteration 31Q (47075.660000 sec): 3 clusters
  Score: Raw -3334287.558341 + Penalty 3357.662252 = -3330929.896089
  nChanged 56
		SP:Iteration 32Q (47075.970000 sec): 3 clusters
  Score: Raw -3334370.580581 + Penalty 3357.662252 = -3331012.918330
  nChanged 45
		SP:Iteration 33Q (47076.260000 sec): 3 clusters
  Score: Raw -3334452.097532 + Penalty 3357.662252 = -3331094.435280
  nChanged 34
		SP:Iteration 34Q (47076.560000 sec): 3 clusters
  Score: Raw -3334559.811936 + Penalty 3357.662252 = -3331202.149685
  nChanged 32
		SP:Iteration 35Q (47076.900000 sec): 3 clusters
  Score: Raw -3334721.751775 + Penalty 3357.662252 = -3331364.089524
  nChanged 24
		SP:Iteration 36Q (47077.160000 sec): 3 clusters
  Score: Raw -3334798.937467 + Penalty 3357.662252 = -3331441.275215
  nChanged 3
		SP:Iteration 37Q (47077.460000 sec): 3 clusters
  Score: Raw -3334801.241781 + Penalty 3357.662252 = -3331443.579529
  nChanged 0
		SP:Iteration 38F (47077.740000 sec): 3 clusters
  Score: Raw -3334801.241781 + Penalty 3357.662252 = -3331443.579529
  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 11.42 GB.

 Trying to split cluster 13 (11633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47077.900000 sec): 2 clusters
  Score: Raw -1262142.379509 + Penalty 1521.260189 = -1260621.119320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47078.100000 sec): 3 clusters
  Score: Raw -1255320.659840 + Penalty 3042.520379 = -1252278.139461
  nChanged 5134
		SP:Iteration 1F (47078.340000 sec): 3 clusters
  Score: Raw -1258200.371350 + Penalty 3042.520379 = -1255157.850971
  nChanged 794
		SP:Iteration 2F (47078.540000 sec): 3 clusters
  Score: Raw -1258617.857781 + Penalty 3042.520379 = -1255575.337402
  nChanged 729
		SP:Iteration 3F (47078.760000 sec): 3 clusters
  Score: Raw -1259032.524795 + Penalty 3042.520379 = -1255990.004416
  nChanged 710
		SP:Iteration 4F (47079.000000 sec): 3 clusters
  Score: Raw -1259455.231549 + Penalty 3042.520379 = -1256412.711170
  nChanged 638
		SP:Iteration 5F (47079.280000 sec): 3 clusters
  Score: Raw -1259812.811536 + Penalty 3042.520379 = -1256770.291157
  nChanged 574
		SP:Iteration 6Q (47079.540000 sec): 3 clusters
  Score: Raw -1260139.255620 + Penalty 3042.520379 = -1257096.735241
  nChanged 490
		SP:Iteration 7Q (47079.690000 sec): 3 clusters
  Score: Raw -1260415.008442 + Penalty 3042.520379 = -1257372.488063
  nChanged 463
		SP:Iteration 8Q (47079.920000 sec): 3 clusters
  Score: Raw -1260679.289754 + Penalty 3042.520379 = -1257636.769375
  nChanged 415
		SP:Iteration 9Q (47080.180000 sec): 3 clusters
  Score: Raw -1260931.435934 + Penalty 3042.520379 = -1257888.915555
  nChanged 407
		SP:Iteration 10Q (47080.370000 sec): 3 clusters
  Score: Raw -1261183.836044 + Penalty 3042.520379 = -1258141.315665
  nChanged 405
		SP:Iteration 11Q (47080.620000 sec): 3 clusters
  Score: Raw -1261434.623694 + Penalty 3042.520379 = -1258392.103315
  nChanged 402
		SP:Iteration 12Q (47080.850000 sec): 3 clusters
  Score: Raw -1261725.016890 + Penalty 3042.520379 = -1258682.496511
  nChanged 392
		SP:Iteration 13Q (47081.110000 sec): 3 clusters
  Score: Raw -1262021.682598 + Penalty 3042.520379 = -1258979.162219
  nChanged 372
		SP:Iteration 14Q (47081.340000 sec): 3 clusters
  Score: Raw -1262281.368576 + Penalty 3042.520379 = -1259238.848197
  nChanged 345
		SP:Iteration 15Q (47081.550000 sec): 3 clusters
  Score: Raw -1262531.672989 + Penalty 3042.520379 = -1259489.152610
  nChanged 312
		SP:Iteration 16Q (47081.790000 sec): 3 clusters
  Score: Raw -1262752.653814 + Penalty 3042.520379 = -1259710.133436
  nChanged 262
		SP:Iteration 17Q (47082.000000 sec): 3 clusters
  Score: Raw -1262913.438121 + Penalty 3042.520379 = -1259870.917743
  nChanged 207
		SP:Iteration 18Q (47082.240000 sec): 3 clusters
  Score: Raw -1263035.853195 + Penalty 3042.520379 = -1259993.332816
  nChanged 179
		SP:Iteration 19Q (47082.460000 sec): 3 clusters
  Score: Raw -1263111.959721 + Penalty 3042.520379 = -1260069.439342
  nChanged 141
		SP:Iteration 20F (47082.670000 sec): 3 clusters
  Score: Raw -1263164.607730 + Penalty 3042.520379 = -1260122.087352
  nChanged 105
		SP:Iteration 21Q (47082.970000 sec): 3 clusters
  Score: Raw -1263193.348598 + Penalty 3042.520379 = -1260150.828219
  nChanged 84
		SP:Iteration 22Q (47083.140000 sec): 3 clusters
  Score: Raw -1263212.453885 + Penalty 3042.520379 = -1260169.933506
  nChanged 67
		SP:Iteration 23Q (47083.380000 sec): 3 clusters
  Score: Raw -1263226.422557 + Penalty 3042.520379 = -1260183.902178
  nChanged 48
		SP:Iteration 24Q (47083.620000 sec): 3 clusters
  Score: Raw -1263236.958697 + Penalty 3042.520379 = -1260194.438318
  nChanged 43
		SP:Iteration 25Q (47083.850000 sec): 3 clusters
  Score: Raw -1263244.782125 + Penalty 3042.520379 = -1260202.261746
  nChanged 35
		SP:Iteration 26Q (47084.060000 sec): 3 clusters
  Score: Raw -1263249.897996 + Penalty 3042.520379 = -1260207.377617
  nChanged 28
		SP:Iteration 27Q (47084.270000 sec): 3 clusters
  Score: Raw -1263253.378822 + Penalty 3042.520379 = -1260210.858443
  nChanged 20
		SP:Iteration 28Q (47084.470000 sec): 3 clusters
  Score: Raw -1263255.465662 + Penalty 3042.520379 = -1260212.945283
  nChanged 11
		SP:Iteration 29Q (47084.750000 sec): 3 clusters
  Score: Raw -1263256.379835 + Penalty 3042.520379 = -1260213.859456
  nChanged 10
		SP:Iteration 30Q (47084.940000 sec): 3 clusters
  Score: Raw -1263257.500271 + Penalty 3042.520379 = -1260214.979892
  nChanged 10
		SP:Iteration 31Q (47085.160000 sec): 3 clusters
  Score: Raw -1263258.442978 + Penalty 3042.520379 = -1260215.922599
  nChanged 6
		SP:Iteration 32Q (47085.340000 sec): 3 clusters
  Score: Raw -1263259.193848 + Penalty 3042.520379 = -1260216.673470
  nChanged 5
		SP:Iteration 33Q (47085.610000 sec): 3 clusters
  Score: Raw -1263259.744776 + Penalty 3042.520379 = -1260217.224398
  nChanged 4
		SP:Iteration 34Q (47085.820000 sec): 3 clusters
  Score: Raw -1263260.035918 + Penalty 3042.520379 = -1260217.515539
  nChanged 1
		SP:Iteration 35Q (47086.000000 sec): 3 clusters
  Score: Raw -1263260.123057 + Penalty 3042.520379 = -1260217.602678
  nChanged 1
		SP:Iteration 36Q (47086.250000 sec): 3 clusters
  Score: Raw -1263260.162302 + Penalty 3042.520379 = -1260217.641923
  nChanged 0
		SP:Iteration 37F (47086.440000 sec): 3 clusters
  Score: Raw -1263260.162302 + Penalty 3042.520379 = -1260217.641923
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (12651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47086.580000 sec): 2 clusters
  Score: Raw -1404865.433047 + Penalty 1534.892376 = -1403330.540671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47086.780000 sec): 3 clusters
  Score: Raw -1397605.106096 + Penalty 3069.784751 = -1394535.321345
  nChanged 5505
		SP:Iteration 1F (47087.030000 sec): 3 clusters
  Score: Raw -1400675.518178 + Penalty 3069.784751 = -1397605.733427
  nChanged 840
		SP:Iteration 2F (47087.270000 sec): 3 clusters
  Score: Raw -1401087.472680 + Penalty 3069.784751 = -1398017.687928
  nChanged 789
		SP:Iteration 3F (47087.480000 sec): 3 clusters
  Score: Raw -1401520.245125 + Penalty 3069.784751 = -1398450.460374
  nChanged 806
		SP:Iteration 4F (47087.730000 sec): 3 clusters
  Score: Raw -1402041.700799 + Penalty 3069.784751 = -1398971.916048
  nChanged 845
		SP:Iteration 5F (47087.960000 sec): 3 clusters
  Score: Raw -1402697.870725 + Penalty 3069.784751 = -1399628.085973
  nChanged 829
		SP:Iteration 6F (47088.190000 sec): 3 clusters
  Score: Raw -1403381.137969 + Penalty 3069.784751 = -1400311.353218
  nChanged 710
		SP:Iteration 7F (47088.400000 sec): 3 clusters
  Score: Raw -1403980.654985 + Penalty 3069.784751 = -1400910.870234
  nChanged 507
		SP:Iteration 8Q (47088.640000 sec): 3 clusters
  Score: Raw -1404393.242097 + Penalty 3069.784751 = -1401323.457346
  nChanged 335
		SP:Iteration 9Q (47088.860000 sec): 3 clusters
  Score: Raw -1404648.483788 + Penalty 3069.784751 = -1401578.699036
  nChanged 217
		SP:Iteration 10Q (47089.050000 sec): 3 clusters
  Score: Raw -1404826.487131 + Penalty 3069.784751 = -1401756.702379
  nChanged 143
		SP:Iteration 11Q (47089.280000 sec): 3 clusters
  Score: Raw -1404951.586952 + Penalty 3069.784751 = -1401881.802200
  nChanged 99
		SP:Iteration 12Q (47089.560000 sec): 3 clusters
  Score: Raw -1405056.673904 + Penalty 3069.784751 = -1401986.889153
  nChanged 67
		SP:Iteration 13Q (47089.790000 sec): 3 clusters
  Score: Raw -1405123.265849 + Penalty 3069.784751 = -1402053.481098
  nChanged 52
		SP:Iteration 14Q (47090.060000 sec): 3 clusters
  Score: Raw -1405167.735352 + Penalty 3069.784751 = -1402097.950601
  nChanged 29
		SP:Iteration 15Q (47090.270000 sec): 3 clusters
  Score: Raw -1405202.108990 + Penalty 3069.784751 = -1402132.324239
  nChanged 23
		SP:Iteration 16Q (47090.550000 sec): 3 clusters
  Score: Raw -1405232.956544 + Penalty 3069.784751 = -1402163.171793
  nChanged 26
		SP:Iteration 17Q (47090.800000 sec): 3 clusters
  Score: Raw -1405256.843217 + Penalty 3069.784751 = -1402187.058466
  nChanged 11
		SP:Iteration 18Q (47091.040000 sec): 3 clusters
  Score: Raw -1405267.602304 + Penalty 3069.784751 = -1402197.817553
  nChanged 5
		SP:Iteration 19Q (47091.240000 sec): 3 clusters
  Score: Raw -1405270.458819 + Penalty 3069.784751 = -1402200.674068
  nChanged 1
		SP:Iteration 20F (47091.440000 sec): 3 clusters
  Score: Raw -1405270.788724 + Penalty 3069.784751 = -1402201.003972
  nChanged 1
		SP:Iteration 21Q (47091.680000 sec): 3 clusters
  Score: Raw -1405271.971413 + Penalty 3069.784751 = -1402202.186662
  nChanged 3
		SP:Iteration 22Q (47091.920000 sec): 3 clusters
  Score: Raw -1405275.001865 + Penalty 3069.784751 = -1402205.217113
  nChanged 1
		SP:Iteration 23Q (47092.100000 sec): 3 clusters
  Score: Raw -1405275.760063 + Penalty 3069.784751 = -1402205.975311
  nChanged 1
		SP:Iteration 24Q (47092.340000 sec): 3 clusters
  Score: Raw -1405276.309856 + Penalty 3069.784751 = -1402206.525105
  nChanged 0
		SP:Iteration 25F (47092.600000 sec): 3 clusters
  Score: Raw -1405276.309856 + Penalty 3069.784751 = -1402206.525105
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (11110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47092.700000 sec): 2 clusters
  Score: Raw -1191393.340999 + Penalty 1513.785143 = -1189879.555856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47092.950000 sec): 3 clusters
  Score: Raw -1185048.076329 + Penalty 3027.570287 = -1182020.506043
  nChanged 4845
		SP:Iteration 1F (47093.150000 sec): 3 clusters
  Score: Raw -1187695.776267 + Penalty 3027.570287 = -1184668.205980
  nChanged 743
		SP:Iteration 2F (47093.350000 sec): 3 clusters
  Score: Raw -1188062.950301 + Penalty 3027.570287 = -1185035.380015
  nChanged 641
		SP:Iteration 3F (47093.620000 sec): 3 clusters
  Score: Raw -1188381.681624 + Penalty 3027.570287 = -1185354.111338
  nChanged 583
		SP:Iteration 4F (47093.830000 sec): 3 clusters
  Score: Raw -1188715.614773 + Penalty 3027.570287 = -1185688.044486
  nChanged 613
		SP:Iteration 5F (47094.070000 sec): 3 clusters
  Score: Raw -1189101.202905 + Penalty 3027.570287 = -1186073.632618
  nChanged 611
		SP:Iteration 6F (47094.350000 sec): 3 clusters
  Score: Raw -1189519.029002 + Penalty 3027.570287 = -1186491.458715
  nChanged 594
		SP:Iteration 7F (47094.540000 sec): 3 clusters
  Score: Raw -1189987.849978 + Penalty 3027.570287 = -1186960.279691
  nChanged 550
		SP:Iteration 8Q (47094.800000 sec): 3 clusters
  Score: Raw -1190435.815939 + Penalty 3027.570287 = -1187408.245652
  nChanged 455
		SP:Iteration 9Q (47095.050000 sec): 3 clusters
  Score: Raw -1190768.206711 + Penalty 3027.570287 = -1187740.636424
  nChanged 385
		SP:Iteration 10Q (47095.260000 sec): 3 clusters
  Score: Raw -1191046.065852 + Penalty 3027.570287 = -1188018.495565
  nChanged 346
		SP:Iteration 11Q (47095.510000 sec): 3 clusters
  Score: Raw -1191302.686649 + Penalty 3027.570287 = -1188275.116362
  nChanged 271
		SP:Iteration 12Q (47095.680000 sec): 3 clusters
  Score: Raw -1191484.449642 + Penalty 3027.570287 = -1188456.879355
  nChanged 207
		SP:Iteration 13Q (47095.900000 sec): 3 clusters
  Score: Raw -1191606.901720 + Penalty 3027.570287 = -1188579.331434
  nChanged 147
		SP:Iteration 14Q (47096.160000 sec): 3 clusters
  Score: Raw -1191681.742320 + Penalty 3027.570287 = -1188654.172033
  nChanged 122
		SP:Iteration 15Q (47096.470000 sec): 3 clusters
  Score: Raw -1191748.190374 + Penalty 3027.570287 = -1188720.620087
  nChanged 103
		SP:Iteration 16Q (47096.740000 sec): 3 clusters
  Score: Raw -1191812.310367 + Penalty 3027.570287 = -1188784.740080
  nChanged 96
		SP:Iteration 17Q (47096.990000 sec): 3 clusters
  Score: Raw -1191878.236816 + Penalty 3027.570287 = -1188850.666529
  nChanged 91
		SP:Iteration 18Q (47097.160000 sec): 3 clusters
  Score: Raw -1191945.347861 + Penalty 3027.570287 = -1188917.777574
  nChanged 89
		SP:Iteration 19Q (47097.380000 sec): 3 clusters
  Score: Raw -1192008.160913 + Penalty 3027.570287 = -1188980.590626
  nChanged 71
		SP:Iteration 20F (47097.640000 sec): 3 clusters
  Score: Raw -1192073.019227 + Penalty 3027.570287 = -1189045.448940
  nChanged 76
		SP:Iteration 21Q (47097.880000 sec): 3 clusters
  Score: Raw -1192126.670612 + Penalty 3027.570287 = -1189099.100325
  nChanged 64
		SP:Iteration 22Q (47098.090000 sec): 3 clusters
  Score: Raw -1192167.997057 + Penalty 3027.570287 = -1189140.426771
  nChanged 52
		SP:Iteration 23Q (47098.370000 sec): 3 clusters
  Score: Raw -1192199.413293 + Penalty 3027.570287 = -1189171.843006
  nChanged 42
		SP:Iteration 24Q (47098.610000 sec): 3 clusters
  Score: Raw -1192217.182340 + Penalty 3027.570287 = -1189189.612053
  nChanged 33
		SP:Iteration 25Q (47098.810000 sec): 3 clusters
  Score: Raw -1192232.880033 + Penalty 3027.570287 = -1189205.309746
  nChanged 31
		SP:Iteration 26Q (47099.100000 sec): 3 clusters
  Score: Raw -1192245.103582 + Penalty 3027.570287 = -1189217.533295
  nChanged 28
		SP:Iteration 27Q (47099.360000 sec): 3 clusters
  Score: Raw -1192254.995133 + Penalty 3027.570287 = -1189227.424846
  nChanged 21
		SP:Iteration 28Q (47099.640000 sec): 3 clusters
  Score: Raw -1192262.886282 + Penalty 3027.570287 = -1189235.315995
  nChanged 21
		SP:Iteration 29Q (47099.910000 sec): 3 clusters
  Score: Raw -1192271.024563 + Penalty 3027.570287 = -1189243.454276
  nChanged 24
		SP:Iteration 30Q (47100.180000 sec): 3 clusters
  Score: Raw -1192276.748637 + Penalty 3027.570287 = -1189249.178350
  nChanged 16
		SP:Iteration 31Q (47100.400000 sec): 3 clusters
  Score: Raw -1192280.625520 + Penalty 3027.570287 = -1189253.055233
  nChanged 14
		SP:Iteration 32Q (47100.680000 sec): 3 clusters
  Score: Raw -1192284.126846 + Penalty 3027.570287 = -1189256.556559
  nChanged 14
		SP:Iteration 33Q (47100.940000 sec): 3 clusters
  Score: Raw -1192287.040828 + Penalty 3027.570287 = -1189259.470541
  nChanged 6
		SP:Iteration 34Q (47101.150000 sec): 3 clusters
  Score: Raw -1192288.607637 + Penalty 3027.570287 = -1189261.037351
  nChanged 4
		SP:Iteration 35Q (47101.400000 sec): 3 clusters
  Score: Raw -1192289.598083 + Penalty 3027.570287 = -1189262.027796
  nChanged 6
		SP:Iteration 36Q (47101.680000 sec): 3 clusters
  Score: Raw -1192290.833121 + Penalty 3027.570287 = -1189263.262835
  nChanged 5
		SP:Iteration 37Q (47101.920000 sec): 3 clusters
  Score: Raw -1192291.636903 + Penalty 3027.570287 = -1189264.066616
  nChanged 3
		SP:Iteration 38Q (47102.120000 sec): 3 clusters
  Score: Raw -1192292.267532 + Penalty 3027.570287 = -1189264.697245
  nChanged 2
		SP:Iteration 39Q (47102.380000 sec): 3 clusters
  Score: Raw -1192293.045986 + Penalty 3027.570287 = -1189265.475699
  nChanged 1
		SP:Iteration 40F (47102.600000 sec): 3 clusters
  Score: Raw -1192293.193921 + Penalty 3027.570287 = -1189265.623634
  nChanged 2
		SP:Iteration 41Q (47102.890000 sec): 3 clusters
  Score: Raw -1192293.869604 + Penalty 3027.570287 = -1189266.299317
  nChanged 1
		SP:Iteration 42Q (47103.080000 sec): 3 clusters
  Score: Raw -1192293.979540 + Penalty 3027.570287 = -1189266.409253
  nChanged 1
		SP:Iteration 43Q (47103.320000 sec): 3 clusters
  Score: Raw -1192294.232155 + Penalty 3027.570287 = -1189266.661868
  nChanged 1
		SP:Iteration 44Q (47103.540000 sec): 3 clusters
  Score: Raw -1192294.466296 + Penalty 3027.570287 = -1189266.896009
  nChanged 0
		SP:Iteration 45F (47103.790000 sec): 3 clusters
  Score: Raw -1192294.466296 + Penalty 3027.570287 = -1189266.896009
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (10367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47103.940000 sec): 2 clusters
  Score: Raw -1148740.002544 + Penalty 1502.537232 = -1147237.465313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47104.230000 sec): 3 clusters
  Score: Raw -1142785.061920 + Penalty 3005.074463 = -1139779.987457
  nChanged 4543
		SP:Iteration 1F (47104.460000 sec): 3 clusters
  Score: Raw -1145416.559042 + Penalty 3005.074463 = -1142411.484579
  nChanged 672
		SP:Iteration 2F (47104.710000 sec): 3 clusters
  Score: Raw -1145740.397575 + Penalty 3005.074463 = -1142735.323112
  nChanged 580
		SP:Iteration 3F (47105.040000 sec): 3 clusters
  Score: Raw -1146037.300710 + Penalty 3005.074463 = -1143032.226246
  nChanged 540
		SP:Iteration 4F (47105.320000 sec): 3 clusters
  Score: Raw -1146382.475277 + Penalty 3005.074463 = -1143377.400814
  nChanged 580
		SP:Iteration 5F (47105.560000 sec): 3 clusters
  Score: Raw -1146763.231532 + Penalty 3005.074463 = -1143758.157069
  nChanged 545
		SP:Iteration 6F (47105.780000 sec): 3 clusters
  Score: Raw -1147086.513499 + Penalty 3005.074463 = -1144081.439036
  nChanged 439
		SP:Iteration 7Q (47106.110000 sec): 3 clusters
  Score: Raw -1147363.269678 + Penalty 3005.074463 = -1144358.195215
  nChanged 407
		SP:Iteration 8Q (47106.300000 sec): 3 clusters
  Score: Raw -1147574.043173 + Penalty 3005.074463 = -1144568.968710
  nChanged 349
		SP:Iteration 9Q (47106.560000 sec): 3 clusters
  Score: Raw -1147725.555285 + Penalty 3005.074463 = -1144720.480822
  nChanged 299
		SP:Iteration 10Q (47106.800000 sec): 3 clusters
  Score: Raw -1147853.219341 + Penalty 3005.074463 = -1144848.144878
  nChanged 242
		SP:Iteration 11Q (47107.000000 sec): 3 clusters
  Score: Raw -1147944.483418 + Penalty 3005.074463 = -1144939.408955
  nChanged 175
		SP:Iteration 12Q (47107.270000 sec): 3 clusters
  Score: Raw -1148001.743975 + Penalty 3005.074463 = -1144996.669512
  nChanged 146
		SP:Iteration 13Q (47107.480000 sec): 3 clusters
  Score: Raw -1148031.912260 + Penalty 3005.074463 = -1145026.837797
  nChanged 97
		SP:Iteration 14Q (47107.710000 sec): 3 clusters
  Score: Raw -1148051.604289 + Penalty 3005.074463 = -1145046.529826
  nChanged 89
		SP:Iteration 15Q (47107.910000 sec): 3 clusters
  Score: Raw -1148074.872874 + Penalty 3005.074463 = -1145069.798411
  nChanged 84
		SP:Iteration 16Q (47108.140000 sec): 3 clusters
  Score: Raw -1148095.359290 + Penalty 3005.074463 = -1145090.284826
  nChanged 68
		SP:Iteration 17Q (47108.400000 sec): 3 clusters
  Score: Raw -1148107.862750 + Penalty 3005.074463 = -1145102.788287
  nChanged 66
		SP:Iteration 18Q (47108.650000 sec): 3 clusters
  Score: Raw -1148117.696101 + Penalty 3005.074463 = -1145112.621638
  nChanged 45
		SP:Iteration 19Q (47108.900000 sec): 3 clusters
  Score: Raw -1148123.478089 + Penalty 3005.074463 = -1145118.403626
  nChanged 37
		SP:Iteration 20F (47109.120000 sec): 3 clusters
  Score: Raw -1148128.358300 + Penalty 3005.074463 = -1145123.283837
  nChanged 35
		SP:Iteration 21Q (47109.350000 sec): 3 clusters
  Score: Raw -1148133.004985 + Penalty 3005.074463 = -1145127.930522
  nChanged 25
		SP:Iteration 22Q (47109.620000 sec): 3 clusters
  Score: Raw -1148136.965161 + Penalty 3005.074463 = -1145131.890697
  nChanged 32
		SP:Iteration 23Q (47109.820000 sec): 3 clusters
  Score: Raw -1148141.395044 + Penalty 3005.074463 = -1145136.320581
  nChanged 33
		SP:Iteration 24Q (47110.030000 sec): 3 clusters
  Score: Raw -1148146.196403 + Penalty 3005.074463 = -1145141.121940
  nChanged 27
		SP:Iteration 25Q (47110.240000 sec): 3 clusters
  Score: Raw -1148149.665491 + Penalty 3005.074463 = -1145144.591027
  nChanged 27
		SP:Iteration 26Q (47110.460000 sec): 3 clusters
  Score: Raw -1148152.868863 + Penalty 3005.074463 = -1145147.794400
  nChanged 26
		SP:Iteration 27Q (47110.680000 sec): 3 clusters
  Score: Raw -1148155.862871 + Penalty 3005.074463 = -1145150.788407
  nChanged 22
		SP:Iteration 28Q (47110.960000 sec): 3 clusters
  Score: Raw -1148159.035373 + Penalty 3005.074463 = -1145153.960910
  nChanged 26
		SP:Iteration 29Q (47111.190000 sec): 3 clusters
  Score: Raw -1148162.298755 + Penalty 3005.074463 = -1145157.224292
  nChanged 21
		SP:Iteration 30Q (47111.450000 sec): 3 clusters
  Score: Raw -1148164.234117 + Penalty 3005.074463 = -1145159.159654
  nChanged 17
		SP:Iteration 31Q (47111.680000 sec): 3 clusters
  Score: Raw -1148165.864825 + Penalty 3005.074463 = -1145160.790362
  nChanged 15
		SP:Iteration 32Q (47111.870000 sec): 3 clusters
  Score: Raw -1148167.288054 + Penalty 3005.074463 = -1145162.213591
  nChanged 8
		SP:Iteration 33Q (47112.130000 sec): 3 clusters
  Score: Raw -1148168.083432 + Penalty 3005.074463 = -1145163.008969
  nChanged 9
		SP:Iteration 34Q (47112.380000 sec): 3 clusters
  Score: Raw -1148168.911994 + Penalty 3005.074463 = -1145163.837531
  nChanged 8
		SP:Iteration 35Q (47112.600000 sec): 3 clusters
  Score: Raw -1148169.726037 + Penalty 3005.074463 = -1145164.651574
  nChanged 7
		SP:Iteration 36Q (47112.800000 sec): 3 clusters
  Score: Raw -1148170.102927 + Penalty 3005.074463 = -1145165.028464
  nChanged 7
		SP:Iteration 37Q (47113.080000 sec): 3 clusters
  Score: Raw -1148170.805789 + Penalty 3005.074463 = -1145165.731326
  nChanged 5
		SP:Iteration 38Q (47113.340000 sec): 3 clusters
  Score: Raw -1148171.281403 + Penalty 3005.074463 = -1145166.206940
  nChanged 7
		SP:Iteration 39Q (47113.570000 sec): 3 clusters
  Score: Raw -1148171.941027 + Penalty 3005.074463 = -1145166.866564
  nChanged 15
		SP:Iteration 40F (47113.820000 sec): 3 clusters
  Score: Raw -1148173.720406 + Penalty 3005.074463 = -1145168.645943
  nChanged 15
		SP:Iteration 41Q (47114.070000 sec): 3 clusters
  Score: Raw -1148175.365450 + Penalty 3005.074463 = -1145170.290987
  nChanged 12
		SP:Iteration 42Q (47114.290000 sec): 3 clusters
  Score: Raw -1148176.435170 + Penalty 3005.074463 = -1145171.360707
  nChanged 9
		SP:Iteration 43Q (47114.520000 sec): 3 clusters
  Score: Raw -1148177.544125 + Penalty 3005.074463 = -1145172.469662
  nChanged 12
		SP:Iteration 44Q (47114.800000 sec): 3 clusters
  Score: Raw -1148178.890133 + Penalty 3005.074463 = -1145173.815670
  nChanged 6
		SP:Iteration 45Q (47115.060000 sec): 3 clusters
  Score: Raw -1148179.423949 + Penalty 3005.074463 = -1145174.349486
  nChanged 6
		SP:Iteration 46Q (47115.290000 sec): 3 clusters
  Score: Raw -1148179.745109 + Penalty 3005.074463 = -1145174.670646
  nChanged 3
		SP:Iteration 47Q (47115.520000 sec): 3 clusters
  Score: Raw -1148179.934043 + Penalty 3005.074463 = -1145174.859580
  nChanged 1
		SP:Iteration 48Q (47115.740000 sec): 3 clusters
  Score: Raw -1148179.975984 + Penalty 3005.074463 = -1145174.901521
  nChanged 0
		SP:Iteration 49F (47115.980000 sec): 3 clusters
  Score: Raw -1148179.975984 + Penalty 3005.074463 = -1145174.901521
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (27112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47116.220000 sec): 2 clusters
  Score: Raw -3318107.657395 + Penalty 1658.756403 = -3316448.900992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47116.600000 sec): 3 clusters
  Score: Raw -3301522.737847 + Penalty 3317.512807 = -3298205.225040
  nChanged 12420
		SP:Iteration 1F (47116.930000 sec): 3 clusters
  Score: Raw -3308292.853725 + Penalty 3317.512807 = -3304975.340919
  nChanged 1203
		SP:Iteration 2Q (47117.230000 sec): 3 clusters
  Score: Raw -3308754.821435 + Penalty 3317.512807 = -3305437.308628
  nChanged 1282
		SP:Iteration 3Q (47117.520000 sec): 3 clusters
  Score: Raw -3309314.030216 + Penalty 3317.512807 = -3305996.517409
  nChanged 1370
		SP:Iteration 4F (47117.850000 sec): 3 clusters
  Score: Raw -3309982.848272 + Penalty 3317.512807 = -3306665.335465
  nChanged 1479
		SP:Iteration 5F (47118.200000 sec): 3 clusters
  Score: Raw -3310857.359253 + Penalty 3317.512807 = -3307539.846447
  nChanged 1594
		SP:Iteration 6F (47118.530000 sec): 3 clusters
  Score: Raw -3311952.160570 + Penalty 3317.512807 = -3308634.647763
  nChanged 1641
		SP:Iteration 7F (47118.890000 sec): 3 clusters
  Score: Raw -3313101.609279 + Penalty 3317.512807 = -3309784.096472
  nChanged 1515
		SP:Iteration 8F (47119.220000 sec): 3 clusters
  Score: Raw -3314051.594863 + Penalty 3317.512807 = -3310734.082056
  nChanged 1306
		SP:Iteration 9Q (47119.540000 sec): 3 clusters
  Score: Raw -3314778.390893 + Penalty 3317.512807 = -3311460.878086
  nChanged 1048
		SP:Iteration 10Q (47119.870000 sec): 3 clusters
  Score: Raw -3315212.295780 + Penalty 3317.512807 = -3311894.782973
  nChanged 785
		SP:Iteration 11Q (47120.170000 sec): 3 clusters
  Score: Raw -3315486.255108 + Penalty 3317.512807 = -3312168.742301
  nChanged 611
		SP:Iteration 12Q (47120.490000 sec): 3 clusters
  Score: Raw -3315665.595420 + Penalty 3317.512807 = -3312348.082613
  nChanged 466
		SP:Iteration 13Q (47120.800000 sec): 3 clusters
  Score: Raw -3315783.582503 + Penalty 3317.512807 = -3312466.069697
  nChanged 424
		SP:Iteration 14Q (47121.170000 sec): 3 clusters
  Score: Raw -3315879.267015 + Penalty 3317.512807 = -3312561.754209
  nChanged 323
		SP:Iteration 15Q (47121.500000 sec): 3 clusters
  Score: Raw -3315939.201518 + Penalty 3317.512807 = -3312621.688711
  nChanged 262
		SP:Iteration 16Q (47121.810000 sec): 3 clusters
  Score: Raw -3315983.600079 + Penalty 3317.512807 = -3312666.087272
  nChanged 221
		SP:Iteration 17Q (47122.100000 sec): 3 clusters
  Score: Raw -3316019.219909 + Penalty 3317.512807 = -3312701.707102
  nChanged 187
		SP:Iteration 18Q (47122.360000 sec): 3 clusters
  Score: Raw -3316048.056838 + Penalty 3317.512807 = -3312730.544031
  nChanged 170
		SP:Iteration 19Q (47122.660000 sec): 3 clusters
  Score: Raw -3316074.203771 + Penalty 3317.512807 = -3312756.690964
  nChanged 163
		SP:Iteration 20F (47122.980000 sec): 3 clusters
  Score: Raw -3316100.390533 + Penalty 3317.512807 = -3312782.877726
  nChanged 156
		SP:Iteration 21Q (47123.240000 sec): 3 clusters
  Score: Raw -3316125.033077 + Penalty 3317.512807 = -3312807.520270
  nChanged 153
		SP:Iteration 22Q (47123.580000 sec): 3 clusters
  Score: Raw -3316148.269954 + Penalty 3317.512807 = -3312830.757147
  nChanged 141
		SP:Iteration 23Q (47123.900000 sec): 3 clusters
  Score: Raw -3316167.197855 + Penalty 3317.512807 = -3312849.685048
  nChanged 135
		SP:Iteration 24Q (47124.230000 sec): 3 clusters
  Score: Raw -3316188.154978 + Penalty 3317.512807 = -3312870.642171
  nChanged 133
		SP:Iteration 25Q (47124.540000 sec): 3 clusters
  Score: Raw -3316210.917390 + Penalty 3317.512807 = -3312893.404584
  nChanged 133
		SP:Iteration 26Q (47124.800000 sec): 3 clusters
  Score: Raw -3316230.127345 + Penalty 3317.512807 = -3312912.614538
  nChanged 123
		SP:Iteration 27Q (47125.130000 sec): 3 clusters
  Score: Raw -3316251.946406 + Penalty 3317.512807 = -3312934.433600
  nChanged 141
		SP:Iteration 28Q (47125.430000 sec): 3 clusters
  Score: Raw -3316274.260974 + Penalty 3317.512807 = -3312956.748167
  nChanged 135
		SP:Iteration 29Q (47125.750000 sec): 3 clusters
  Score: Raw -3316297.156880 + Penalty 3317.512807 = -3312979.644074
  nChanged 119
		SP:Iteration 30Q (47126.070000 sec): 3 clusters
  Score: Raw -3316317.317936 + Penalty 3317.512807 = -3312999.805130
  nChanged 131
		SP:Iteration 31Q (47126.380000 sec): 3 clusters
  Score: Raw -3316335.019247 + Penalty 3317.512807 = -3313017.506440
  nChanged 116
		SP:Iteration 32Q (47126.690000 sec): 3 clusters
  Score: Raw -3316351.954490 + Penalty 3317.512807 = -3313034.441683
  nChanged 131
		SP:Iteration 33Q (47126.990000 sec): 3 clusters
  Score: Raw -3316373.083210 + Penalty 3317.512807 = -3313055.570403
  nChanged 126
		SP:Iteration 34Q (47127.310000 sec): 3 clusters
  Score: Raw -3316392.093046 + Penalty 3317.512807 = -3313074.580239
  nChanged 141
		SP:Iteration 35Q (47127.650000 sec): 3 clusters
  Score: Raw -3316412.294460 + Penalty 3317.512807 = -3313094.781653
  nChanged 127
		SP:Iteration 36Q (47127.960000 sec): 3 clusters
  Score: Raw -3316430.750300 + Penalty 3317.512807 = -3313113.237493
  nChanged 129
		SP:Iteration 37Q (47128.380000 sec): 3 clusters
  Score: Raw -3316452.810364 + Penalty 3317.512807 = -3313135.297557
  nChanged 143
		SP:Iteration 38Q (47128.700000 sec): 3 clusters
  Score: Raw -3316475.403777 + Penalty 3317.512807 = -3313157.890971
  nChanged 130
		SP:Iteration 39Q (47129.000000 sec): 3 clusters
  Score: Raw -3316498.311336 + Penalty 3317.512807 = -3313180.798529
  nChanged 138
		SP:Iteration 40F (47129.400000 sec): 3 clusters
  Score: Raw -3316520.275942 + Penalty 3317.512807 = -3313202.763136
  nChanged 120
		SP:Iteration 41Q (47129.810000 sec): 3 clusters
  Score: Raw -3316536.794141 + Penalty 3317.512807 = -3313219.281334
  nChanged 113
		SP:Iteration 42Q (47130.140000 sec): 3 clusters
  Score: Raw -3316551.785832 + Penalty 3317.512807 = -3313234.273025
  nChanged 113
		SP:Iteration 43Q (47130.480000 sec): 3 clusters
  Score: Raw -3316571.512955 + Penalty 3317.512807 = -3313254.000148
  nChanged 122
		SP:Iteration 44Q (47130.800000 sec): 3 clusters
  Score: Raw -3316590.295808 + Penalty 3317.512807 = -3313272.783001
  nChanged 114
		SP:Iteration 45Q (47131.150000 sec): 3 clusters
  Score: Raw -3316605.401251 + Penalty 3317.512807 = -3313287.888444
  nChanged 102
		SP:Iteration 46Q (47131.460000 sec): 3 clusters
  Score: Raw -3316620.224230 + Penalty 3317.512807 = -3313302.711423
  nChanged 108
		SP:Iteration 47Q (47131.760000 sec): 3 clusters
  Score: Raw -3316637.558671 + Penalty 3317.512807 = -3313320.045864
  nChanged 113
		SP:Iteration 48Q (47132.110000 sec): 3 clusters
  Score: Raw -3316652.868656 + Penalty 3317.512807 = -3313335.355850
  nChanged 107
		SP:Iteration 49Q (47132.440000 sec): 3 clusters
  Score: Raw -3316668.068426 + Penalty 3317.512807 = -3313350.555619
  nChanged 118
		SP:Iteration 50Q (47132.740000 sec): 3 clusters
  Score: Raw -3316685.299096 + Penalty 3317.512807 = -3313367.786290
  nChanged 120
		SP:Iteration 51Q (47133.080000 sec): 3 clusters
  Score: Raw -3316702.086225 + Penalty 3317.512807 = -3313384.573418
  nChanged 128
		SP:Iteration 52Q (47133.370000 sec): 3 clusters
  Score: Raw -3316724.231759 + Penalty 3317.512807 = -3313406.718953
  nChanged 129
		SP:Iteration 53Q (47133.720000 sec): 3 clusters
  Score: Raw -3316745.669755 + Penalty 3317.512807 = -3313428.156948
  nChanged 134
		SP:Iteration 54Q (47134.040000 sec): 3 clusters
  Score: Raw -3316766.514913 + Penalty 3317.512807 = -3313449.002106
  nChanged 140
		SP:Iteration 55Q (47134.350000 sec): 3 clusters
  Score: Raw -3316789.931704 + Penalty 3317.512807 = -3313472.418897
  nChanged 161
		SP:Iteration 56Q (47134.640000 sec): 3 clusters
  Score: Raw -3316823.174056 + Penalty 3317.512807 = -3313505.661250
  nChanged 166
		SP:Iteration 57Q (47135.000000 sec): 3 clusters
  Score: Raw -3316863.134776 + Penalty 3317.512807 = -3313545.621969
  nChanged 192
		SP:Iteration 58Q (47135.350000 sec): 3 clusters
  Score: Raw -3316910.260968 + Penalty 3317.512807 = -3313592.748161
  nChanged 186
		SP:Iteration 59Q (47135.690000 sec): 3 clusters
  Score: Raw -3316953.197869 + Penalty 3317.512807 = -3313635.685062
  nChanged 174
		SP:Iteration 60F (47135.960000 sec): 3 clusters
  Score: Raw -3316995.357589 + Penalty 3317.512807 = -3313677.844782
  nChanged 171
		SP:Iteration 61Q (47136.260000 sec): 3 clusters
  Score: Raw -3317037.408453 + Penalty 3317.512807 = -3313719.895646
  nChanged 153
		SP:Iteration 62Q (47136.600000 sec): 3 clusters
  Score: Raw -3317073.343126 + Penalty 3317.512807 = -3313755.830320
  nChanged 163
		SP:Iteration 63Q (47136.970000 sec): 3 clusters
  Score: Raw -3317113.521645 + Penalty 3317.512807 = -3313796.008839
  nChanged 155
		SP:Iteration 64Q (47137.230000 sec): 3 clusters
  Score: Raw -3317159.452746 + Penalty 3317.512807 = -3313841.939939
  nChanged 165
		SP:Iteration 65Q (47137.580000 sec): 3 clusters
  Score: Raw -3317206.477523 + Penalty 3317.512807 = -3313888.964716
  nChanged 173
		SP:Iteration 66Q (47137.840000 sec): 3 clusters
  Score: Raw -3317260.214331 + Penalty 3317.512807 = -3313942.701524
  nChanged 187
		SP:Iteration 67Q (47138.090000 sec): 3 clusters
  Score: Raw -3317317.316137 + Penalty 3317.512807 = -3313999.803330
  nChanged 175
		SP:Iteration 68Q (47138.390000 sec): 3 clusters
  Score: Raw -3317373.074712 + Penalty 3317.512807 = -3314055.561905
  nChanged 179
		SP:Iteration 69Q (47138.660000 sec): 3 clusters
  Score: Raw -3317429.985878 + Penalty 3317.512807 = -3314112.473071
  nChanged 165
		SP:Iteration 70Q (47138.920000 sec): 3 clusters
  Score: Raw -3317495.367735 + Penalty 3317.512807 = -3314177.854929
  nChanged 176
		SP:Iteration 71Q (47139.200000 sec): 3 clusters
  Score: Raw -3317570.465877 + Penalty 3317.512807 = -3314252.953071
  nChanged 158
		SP:Iteration 72Q (47139.480000 sec): 3 clusters
  Score: Raw -3317622.077126 + Penalty 3317.512807 = -3314304.564319
  nChanged 159
		SP:Iteration 73Q (47139.820000 sec): 3 clusters
  Score: Raw -3317682.931505 + Penalty 3317.512807 = -3314365.418699
  nChanged 159
		SP:Iteration 74Q (47140.110000 sec): 3 clusters
  Score: Raw -3317741.537042 + Penalty 3317.512807 = -3314424.024235
  nChanged 135
		SP:Iteration 75Q (47140.420000 sec): 3 clusters
  Score: Raw -3317783.522364 + Penalty 3317.512807 = -3314466.009557
  nChanged 122
		SP:Iteration 76Q (47140.730000 sec): 3 clusters
  Score: Raw -3317823.897472 + Penalty 3317.512807 = -3314506.384665
  nChanged 111
		SP:Iteration 77Q (47141.010000 sec): 3 clusters
  Score: Raw -3317861.432938 + Penalty 3317.512807 = -3314543.920131
  nChanged 112
		SP:Iteration 78Q (47141.330000 sec): 3 clusters
  Score: Raw -3317894.022837 + Penalty 3317.512807 = -3314576.510030
  nChanged 93
		SP:Iteration 79Q (47141.620000 sec): 3 clusters
  Score: Raw -3317923.048845 + Penalty 3317.512807 = -3314605.536038
  nChanged 100
		SP:Iteration 80F (47141.960000 sec): 3 clusters
  Score: Raw -3317958.213979 + Penalty 3317.512807 = -3314640.701172
  nChanged 91
		SP:Iteration 81Q (47142.230000 sec): 3 clusters
  Score: Raw -3317987.099741 + Penalty 3317.512807 = -3314669.586934
  nChanged 84
		SP:Iteration 82Q (47142.500000 sec): 3 clusters
  Score: Raw -3318014.186549 + Penalty 3317.512807 = -3314696.673742
  nChanged 80
		SP:Iteration 83Q (47142.820000 sec): 3 clusters
  Score: Raw -3318039.185604 + Penalty 3317.512807 = -3314721.672797
  nChanged 76
		SP:Iteration 84Q (47143.100000 sec): 3 clusters
  Score: Raw -3318063.468934 + Penalty 3317.512807 = -3314745.956128
  nChanged 81
		SP:Iteration 85Q (47143.330000 sec): 3 clusters
  Score: Raw -3318095.525925 + Penalty 3317.512807 = -3314778.013118
  nChanged 80
		SP:Iteration 86Q (47143.650000 sec): 3 clusters
  Score: Raw -3318125.531190 + Penalty 3317.512807 = -3314808.018384
  nChanged 72
		SP:Iteration 87Q (47143.920000 sec): 3 clusters
  Score: Raw -3318151.468065 + Penalty 3317.512807 = -3314833.955258
  nChanged 66
		SP:Iteration 88Q (47144.210000 sec): 3 clusters
  Score: Raw -3318175.193070 + Penalty 3317.512807 = -3314857.680263
  nChanged 51
		SP:Iteration 89Q (47144.510000 sec): 3 clusters
  Score: Raw -3318195.731129 + Penalty 3317.512807 = -3314878.218322
  nChanged 61
		SP:Iteration 90Q (47144.830000 sec): 3 clusters
  Score: Raw -3318219.184568 + Penalty 3317.512807 = -3314901.671761
  nChanged 49
		SP:Iteration 91Q (47145.120000 sec): 3 clusters
  Score: Raw -3318235.120933 + Penalty 3317.512807 = -3314917.608126
  nChanged 40
		SP:Iteration 92Q (47145.480000 sec): 3 clusters
  Score: Raw -3318246.705864 + Penalty 3317.512807 = -3314929.193057
  nChanged 21
		SP:Iteration 93Q (47145.840000 sec): 3 clusters
  Score: Raw -3318252.764077 + Penalty 3317.512807 = -3314935.251270
  nChanged 24
		SP:Iteration 94Q (47146.130000 sec): 3 clusters
  Score: Raw -3318259.066926 + Penalty 3317.512807 = -3314941.554119
  nChanged 27
		SP:Iteration 95Q (47146.440000 sec): 3 clusters
  Score: Raw -3318266.727213 + Penalty 3317.512807 = -3314949.214406
  nChanged 22
		SP:Iteration 96Q (47146.750000 sec): 3 clusters
  Score: Raw -3318274.295728 + Penalty 3317.512807 = -3314956.782921
  nChanged 20
		SP:Iteration 97Q (47147.100000 sec): 3 clusters
  Score: Raw -3318280.267498 + Penalty 3317.512807 = -3314962.754691
  nChanged 13
		SP:Iteration 98Q (47147.410000 sec): 3 clusters
  Score: Raw -3318283.839312 + Penalty 3317.512807 = -3314966.326505
  nChanged 9
		SP:Iteration 99Q (47147.680000 sec): 3 clusters
  Score: Raw -3318286.645143 + Penalty 3317.512807 = -3314969.132336
  nChanged 8
		SP:Iteration 100F (47148.020000 sec): 3 clusters
  Score: Raw -3318288.184482 + Penalty 3317.512807 = -3314970.671675
  nChanged 7
		SP:Iteration 101Q (47148.320000 sec): 3 clusters
  Score: Raw -3318290.980963 + Penalty 3317.512807 = -3314973.468156
  nChanged 8
		SP:Iteration 102Q (47148.610000 sec): 3 clusters
  Score: Raw -3318293.320295 + Penalty 3317.512807 = -3314975.807489
  nChanged 9
		SP:Iteration 103Q (47148.910000 sec): 3 clusters
  Score: Raw -3318296.001715 + Penalty 3317.512807 = -3314978.488908
  nChanged 11
		SP:Iteration 104Q (47149.200000 sec): 3 clusters
  Score: Raw -3318298.399678 + Penalty 3317.512807 = -3314980.886871
  nChanged 5
		SP:Iteration 105Q (47149.460000 sec): 3 clusters
  Score: Raw -3318299.741741 + Penalty 3317.512807 = -3314982.228935
  nChanged 4
		SP:Iteration 106Q (47149.760000 sec): 3 clusters
  Score: Raw -3318301.689792 + Penalty 3317.512807 = -3314984.176985
  nChanged 7
		SP:Iteration 107Q (47150.070000 sec): 3 clusters
  Score: Raw -3318303.716701 + Penalty 3317.512807 = -3314986.203894
  nChanged 8
		SP:Iteration 108Q (47150.380000 sec): 3 clusters
  Score: Raw -3318306.063076 + Penalty 3317.512807 = -3314988.550269
  nChanged 7
		SP:Iteration 109Q (47150.630000 sec): 3 clusters
  Score: Raw -3318307.986282 + Penalty 3317.512807 = -3314990.473475
  nChanged 5
		SP:Iteration 110Q (47150.880000 sec): 3 clusters
  Score: Raw -3318308.920198 + Penalty 3317.512807 = -3314991.407391
  nChanged 5
		SP:Iteration 111Q (47151.220000 sec): 3 clusters
  Score: Raw -3318310.068590 + Penalty 3317.512807 = -3314992.555783
  nChanged 4
		SP:Iteration 112Q (47151.500000 sec): 3 clusters
  Score: Raw -3318310.905090 + Penalty 3317.512807 = -3314993.392283
  nChanged 3
		SP:Iteration 113Q (47151.840000 sec): 3 clusters
  Score: Raw -3318311.601400 + Penalty 3317.512807 = -3314994.088593
  nChanged 3
		SP:Iteration 114Q (47152.150000 sec): 3 clusters
  Score: Raw -3318312.260270 + Penalty 3317.512807 = -3314994.747464
  nChanged 2
		SP:Iteration 115Q (47152.430000 sec): 3 clusters
  Score: Raw -3318312.633885 + Penalty 3317.512807 = -3314995.121078
  nChanged 3
		SP:Iteration 116Q (47152.740000 sec): 3 clusters
  Score: Raw -3318312.993241 + Penalty 3317.512807 = -3314995.480434
  nChanged 0
		SP:Iteration 117F (47153.080000 sec): 3 clusters
  Score: Raw -3318312.993241 + Penalty 3317.512807 = -3314995.480434
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (18777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47153.260000 sec): 2 clusters
  Score: Raw -2057262.085193 + Penalty 1599.063049 = -2055663.022144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47153.570000 sec): 3 clusters
  Score: Raw -2046203.077002 + Penalty 3198.126099 = -2043004.950903
  nChanged 8459
		SP:Iteration 1F (47153.880000 sec): 3 clusters
  Score: Raw -2051982.327275 + Penalty 3198.126099 = -2048784.201176
  nChanged 1810
		SP:Iteration 2F (47154.110000 sec): 3 clusters
  Score: Raw -2053574.219378 + Penalty 3198.126099 = -2050376.093279
  nChanged 1801
		SP:Iteration 3F (47154.420000 sec): 3 clusters
  Score: Raw -2055089.096311 + Penalty 3198.126099 = -2051890.970212
  nChanged 1589
		SP:Iteration 4F (47154.680000 sec): 3 clusters
  Score: Raw -2056349.863373 + Penalty 3198.126099 = -2053151.737274
  nChanged 1214
		SP:Iteration 5F (47154.930000 sec): 3 clusters
  Score: Raw -2057214.166132 + Penalty 3198.126099 = -2054016.040034
  nChanged 870
		SP:Iteration 6Q (47155.220000 sec): 3 clusters
  Score: Raw -2057816.100142 + Penalty 3198.126099 = -2054617.974044
  nChanged 639
		SP:Iteration 7Q (47155.460000 sec): 3 clusters
  Score: Raw -2058220.122028 + Penalty 3198.126099 = -2055021.995929
  nChanged 457
		SP:Iteration 8Q (47155.740000 sec): 3 clusters
  Score: Raw -2058502.460040 + Penalty 3198.126099 = -2055304.333942
  nChanged 320
		SP:Iteration 9Q (47156.030000 sec): 3 clusters
  Score: Raw -2058676.876164 + Penalty 3198.126099 = -2055478.750065
  nChanged 240
		SP:Iteration 10Q (47156.250000 sec): 3 clusters
  Score: Raw -2058800.790739 + Penalty 3198.126099 = -2055602.664640
  nChanged 168
		SP:Iteration 11Q (47156.530000 sec): 3 clusters
  Score: Raw -2058867.061259 + Penalty 3198.126099 = -2055668.935160
  nChanged 105
		SP:Iteration 12Q (47156.830000 sec): 3 clusters
  Score: Raw -2058915.709229 + Penalty 3198.126099 = -2055717.583130
  nChanged 86
		SP:Iteration 13Q (47157.020000 sec): 3 clusters
  Score: Raw -2058952.941164 + Penalty 3198.126099 = -2055754.815066
  nChanged 79
		SP:Iteration 14Q (47157.330000 sec): 3 clusters
  Score: Raw -2058992.600940 + Penalty 3198.126099 = -2055794.474841
  nChanged 62
		SP:Iteration 15Q (47157.540000 sec): 3 clusters
  Score: Raw -2059019.483694 + Penalty 3198.126099 = -2055821.357595
  nChanged 55
		SP:Iteration 16Q (47157.810000 sec): 3 clusters
  Score: Raw -2059041.506679 + Penalty 3198.126099 = -2055843.380580
  nChanged 35
		SP:Iteration 17Q (47158.060000 sec): 3 clusters
  Score: Raw -2059055.691889 + Penalty 3198.126099 = -2055857.565790
  nChanged 26
		SP:Iteration 18Q (47158.310000 sec): 3 clusters
  Score: Raw -2059063.599746 + Penalty 3198.126099 = -2055865.473648
  nChanged 14
		SP:Iteration 19Q (47158.570000 sec): 3 clusters
  Score: Raw -2059066.926937 + Penalty 3198.126099 = -2055868.800838
  nChanged 9
		SP:Iteration 20F (47158.810000 sec): 3 clusters
  Score: Raw -2059068.576793 + Penalty 3198.126099 = -2055870.450695
  nChanged 4
		SP:Iteration 21Q (47159.030000 sec): 3 clusters
  Score: Raw -2059069.248130 + Penalty 3198.126099 = -2055871.122031
  nChanged 0
		SP:Iteration 22F (47159.350000 sec): 3 clusters
  Score: Raw -2059069.248130 + Penalty 3198.126099 = -2055871.122031
  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 11.42 GB.

 Trying to split cluster 19 (4018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47159.480000 sec): 2 clusters
  Score: Raw -500275.081745 + Penalty 1348.512676 = -498926.569069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47159.680000 sec): 3 clusters
  Score: Raw -498244.854515 + Penalty 2697.025352 = -495547.829163
  nChanged 1583
		SP:Iteration 1F (47159.870000 sec): 3 clusters
  Score: Raw -499151.914313 + Penalty 2697.025352 = -496454.888960
  nChanged 347
		SP:Iteration 2F (47160.090000 sec): 3 clusters
  Score: Raw -499359.605025 + Penalty 2697.025352 = -496662.579673
  nChanged 238
		SP:Iteration 3F (47160.280000 sec): 3 clusters
  Score: Raw -499504.439056 + Penalty 2697.025352 = -496807.413704
  nChanged 203
		SP:Iteration 4F (47160.470000 sec): 3 clusters
  Score: Raw -499640.298936 + Penalty 2697.025352 = -496943.273583
  nChanged 170
		SP:Iteration 5Q (47160.630000 sec): 3 clusters
  Score: Raw -499752.030785 + Penalty 2697.025352 = -497055.005433
  nChanged 148
		SP:Iteration 6Q (47160.860000 sec): 3 clusters
  Score: Raw -499848.924514 + Penalty 2697.025352 = -497151.899161
  nChanged 130
		SP:Iteration 7Q (47161.050000 sec): 3 clusters
  Score: Raw -499932.608817 + Penalty 2697.025352 = -497235.583465
  nChanged 111
		SP:Iteration 8Q (47161.230000 sec): 3 clusters
  Score: Raw -500008.281732 + Penalty 2697.025352 = -497311.256380
  nChanged 101
		SP:Iteration 9Q (47161.450000 sec): 3 clusters
  Score: Raw -500072.927329 + Penalty 2697.025352 = -497375.901977
  nChanged 86
		SP:Iteration 10Q (47161.620000 sec): 3 clusters
  Score: Raw -500131.501705 + Penalty 2697.025352 = -497434.476353
  nChanged 88
		SP:Iteration 11Q (47161.850000 sec): 3 clusters
  Score: Raw -500196.182175 + Penalty 2697.025352 = -497499.156822
  nChanged 80
		SP:Iteration 12Q (47162.040000 sec): 3 clusters
  Score: Raw -500257.150207 + Penalty 2697.025352 = -497560.124855
  nChanged 76
		SP:Iteration 13Q (47162.260000 sec): 3 clusters
  Score: Raw -500307.803644 + Penalty 2697.025352 = -497610.778292
  nChanged 44
		SP:Iteration 14Q (47162.450000 sec): 3 clusters
  Score: Raw -500334.146263 + Penalty 2697.025352 = -497637.120911
  nChanged 41
		SP:Iteration 15Q (47162.680000 sec): 3 clusters
  Score: Raw -500365.500270 + Penalty 2697.025352 = -497668.474918
  nChanged 34
		SP:Iteration 16Q (47162.850000 sec): 3 clusters
  Score: Raw -500385.070103 + Penalty 2697.025352 = -497688.044751
  nChanged 21
		SP:Iteration 17Q (47163.040000 sec): 3 clusters
  Score: Raw -500398.607032 + Penalty 2697.025352 = -497701.581679
  nChanged 25
		SP:Iteration 18Q (47163.220000 sec): 3 clusters
  Score: Raw -500414.543240 + Penalty 2697.025352 = -497717.517888
  nChanged 24
		SP:Iteration 19Q (47163.440000 sec): 3 clusters
  Score: Raw -500433.240032 + Penalty 2697.025352 = -497736.214680
  nChanged 17
		SP:Iteration 20F (47163.610000 sec): 3 clusters
  Score: Raw -500446.624365 + Penalty 2697.025352 = -497749.599013
  nChanged 15
		SP:Iteration 21Q (47163.770000 sec): 3 clusters
  Score: Raw -500456.530848 + Penalty 2697.025352 = -497759.505496
  nChanged 10
		SP:Iteration 22Q (47163.920000 sec): 3 clusters
  Score: Raw -500464.581390 + Penalty 2697.025352 = -497767.556037
  nChanged 10
		SP:Iteration 23Q (47164.090000 sec): 3 clusters
  Score: Raw -500469.843573 + Penalty 2697.025352 = -497772.818220
  nChanged 11
		SP:Iteration 24Q (47164.250000 sec): 3 clusters
  Score: Raw -500478.630635 + Penalty 2697.025352 = -497781.605283
  nChanged 10
		SP:Iteration 25Q (47164.420000 sec): 3 clusters
  Score: Raw -500485.813773 + Penalty 2697.025352 = -497788.788421
  nChanged 6
		SP:Iteration 26Q (47164.580000 sec): 3 clusters
  Score: Raw -500491.139015 + Penalty 2697.025352 = -497794.113663
  nChanged 5
		SP:Iteration 27Q (47164.750000 sec): 3 clusters
  Score: Raw -500495.852549 + Penalty 2697.025352 = -497798.827196
  nChanged 6
		SP:Iteration 28Q (47164.930000 sec): 3 clusters
  Score: Raw -500500.068422 + Penalty 2697.025352 = -497803.043070
  nChanged 2
		SP:Iteration 29Q (47165.070000 sec): 3 clusters
  Score: Raw -500501.527204 + Penalty 2697.025352 = -497804.501852
  nChanged 2
		SP:Iteration 30Q (47165.260000 sec): 3 clusters
  Score: Raw -500503.299192 + Penalty 2697.025352 = -497806.273839
  nChanged 4
		SP:Iteration 31Q (47165.400000 sec): 3 clusters
  Score: Raw -500506.374525 + Penalty 2697.025352 = -497809.349173
  nChanged 2
		SP:Iteration 32Q (47165.570000 sec): 3 clusters
  Score: Raw -500507.599984 + Penalty 2697.025352 = -497810.574632
  nChanged 2
		SP:Iteration 33Q (47165.740000 sec): 3 clusters
  Score: Raw -500508.608093 + Penalty 2697.025352 = -497811.582740
  nChanged 1
		SP:Iteration 34Q (47165.900000 sec): 3 clusters
  Score: Raw -500509.454625 + Penalty 2697.025352 = -497812.429272
  nChanged 1
		SP:Iteration 35Q (47166.050000 sec): 3 clusters
  Score: Raw -500510.609969 + Penalty 2697.025352 = -497813.584617
  nChanged 1
		SP:Iteration 36Q (47166.240000 sec): 3 clusters
  Score: Raw -500510.819089 + Penalty 2697.025352 = -497813.793737
  nChanged 1
		SP:Iteration 37Q (47166.430000 sec): 3 clusters
  Score: Raw -500512.132167 + Penalty 2697.025352 = -497815.106815
  nChanged 1
		SP:Iteration 38Q (47166.600000 sec): 3 clusters
  Score: Raw -500512.715009 + Penalty 2697.025352 = -497815.689657
  nChanged 1
		SP:Iteration 39Q (47166.820000 sec): 3 clusters
  Score: Raw -500513.500690 + Penalty 2697.025352 = -497816.475338
  nChanged 0
		SP:Iteration 40F (47167.010000 sec): 3 clusters
  Score: Raw -500513.500690 + Penalty 2697.025352 = -497816.475338
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (94750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47167.480000 sec): 2 clusters
  Score: Raw -10459870.052810 + Penalty 1862.087032 = -10458007.965778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47168.120000 sec): 3 clusters
  Score: Raw -10398363.929433 + Penalty 3724.174065 = -10394639.755368
  nChanged 45415
		SP:Iteration 1F (47168.710000 sec): 3 clusters
  Score: Raw -10425400.221043 + Penalty 3724.174065 = -10421676.046978
  nChanged 4202
		SP:Iteration 2Q (47169.310000 sec): 3 clusters
  Score: Raw -10427083.143136 + Penalty 3724.174065 = -10423358.969071
  nChanged 4821
		SP:Iteration 3F (47169.930000 sec): 3 clusters
  Score: Raw -10429473.502031 + Penalty 3724.174065 = -10425749.327966
  nChanged 5602
		SP:Iteration 4F (47170.530000 sec): 3 clusters
  Score: Raw -10432711.914043 + Penalty 3724.174065 = -10428987.739978
  nChanged 6265
		SP:Iteration 5F (47171.200000 sec): 3 clusters
  Score: Raw -10436715.030759 + Penalty 3724.174065 = -10432990.856694
  nChanged 6347
		SP:Iteration 6F (47171.870000 sec): 3 clusters
  Score: Raw -10440910.018462 + Penalty 3724.174065 = -10437185.844397
  nChanged 5898
		SP:Iteration 7F (47172.510000 sec): 3 clusters
  Score: Raw -10445028.437470 + Penalty 3724.174065 = -10441304.263405
  nChanged 5072
		SP:Iteration 8F (47173.100000 sec): 3 clusters
  Score: Raw -10448652.964484 + Penalty 3724.174065 = -10444928.790419
  nChanged 3992
		SP:Iteration 9Q (47173.720000 sec): 3 clusters
  Score: Raw -10451155.498677 + Penalty 3724.174065 = -10447431.324612
  nChanged 2903
		SP:Iteration 10Q (47174.380000 sec): 3 clusters
  Score: Raw -10452753.070450 + Penalty 3724.174065 = -10449028.896385
  nChanged 2265
		SP:Iteration 11Q (47175.070000 sec): 3 clusters
  Score: Raw -10453893.611877 + Penalty 3724.174065 = -10450169.437812
  nChanged 1953
		SP:Iteration 12Q (47175.800000 sec): 3 clusters
  Score: Raw -10454872.567628 + Penalty 3724.174065 = -10451148.393563
  nChanged 1791
		SP:Iteration 13Q (47176.430000 sec): 3 clusters
  Score: Raw -10455748.577757 + Penalty 3724.174065 = -10452024.403692
  nChanged 1625
		SP:Iteration 14Q (47177.160000 sec): 3 clusters
  Score: Raw -10456528.971007 + Penalty 3724.174065 = -10452804.796942
  nChanged 1492
		SP:Iteration 15Q (47177.850000 sec): 3 clusters
  Score: Raw -10457243.464153 + Penalty 3724.174065 = -10453519.290088
  nChanged 1422
		SP:Iteration 16Q (47178.510000 sec): 3 clusters
  Score: Raw -10457899.502842 + Penalty 3724.174065 = -10454175.328777
  nChanged 1299
		SP:Iteration 17Q (47179.110000 sec): 3 clusters
  Score: Raw -10458425.553486 + Penalty 3724.174065 = -10454701.379421
  nChanged 1123
		SP:Iteration 18Q (47179.740000 sec): 3 clusters
  Score: Raw -10458836.830825 + Penalty 3724.174065 = -10455112.656760
  nChanged 1030
		SP:Iteration 19Q (47180.360000 sec): 3 clusters
  Score: Raw -10459201.919272 + Penalty 3724.174065 = -10455477.745207
  nChanged 966
		SP:Iteration 20F (47181.040000 sec): 3 clusters
  Score: Raw -10459531.054091 + Penalty 3724.174065 = -10455806.880027
  nChanged 836
		SP:Iteration 21Q (47181.630000 sec): 3 clusters
  Score: Raw -10459803.934008 + Penalty 3724.174065 = -10456079.759943
  nChanged 804
		SP:Iteration 22Q (47182.270000 sec): 3 clusters
  Score: Raw -10460057.845444 + Penalty 3724.174065 = -10456333.671379
  nChanged 750
		SP:Iteration 23Q (47182.870000 sec): 3 clusters
  Score: Raw -10460280.613417 + Penalty 3724.174065 = -10456556.439352
  nChanged 694
		SP:Iteration 24Q (47183.480000 sec): 3 clusters
  Score: Raw -10460491.441930 + Penalty 3724.174065 = -10456767.267865
  nChanged 627
		SP:Iteration 25Q (47184.030000 sec): 3 clusters
  Score: Raw -10460677.625718 + Penalty 3724.174065 = -10456953.451653
  nChanged 572
		SP:Iteration 26Q (47184.620000 sec): 3 clusters
  Score: Raw -10460836.322115 + Penalty 3724.174065 = -10457112.148050
  nChanged 473
		SP:Iteration 27Q (47185.200000 sec): 3 clusters
  Score: Raw -10460959.459081 + Penalty 3724.174065 = -10457235.285016
  nChanged 400
		SP:Iteration 28Q (47185.860000 sec): 3 clusters
  Score: Raw -10461053.846151 + Penalty 3724.174065 = -10457329.672086
  nChanged 336
		SP:Iteration 29Q (47186.470000 sec): 3 clusters
  Score: Raw -10461134.049788 + Penalty 3724.174065 = -10457409.875723
  nChanged 317
		SP:Iteration 30Q (47187.070000 sec): 3 clusters
  Score: Raw -10461205.689500 + Penalty 3724.174065 = -10457481.515435
  nChanged 290
		SP:Iteration 31Q (47187.610000 sec): 3 clusters
  Score: Raw -10461278.966730 + Penalty 3724.174065 = -10457554.792665
  nChanged 293
		SP:Iteration 32Q (47188.250000 sec): 3 clusters
  Score: Raw -10461344.771581 + Penalty 3724.174065 = -10457620.597516
  nChanged 254
		SP:Iteration 33Q (47188.810000 sec): 3 clusters
  Score: Raw -10461403.616302 + Penalty 3724.174065 = -10457679.442238
  nChanged 217
		SP:Iteration 34Q (47189.470000 sec): 3 clusters
  Score: Raw -10461451.782332 + Penalty 3724.174065 = -10457727.608267
  nChanged 202
		SP:Iteration 35Q (47190.080000 sec): 3 clusters
  Score: Raw -10461494.134217 + Penalty 3724.174065 = -10457769.960152
  nChanged 174
		SP:Iteration 36Q (47190.730000 sec): 3 clusters
  Score: Raw -10461527.874642 + Penalty 3724.174065 = -10457803.700577
  nChanged 142
		SP:Iteration 37Q (47191.340000 sec): 3 clusters
  Score: Raw -10461554.253449 + Penalty 3724.174065 = -10457830.079385
  nChanged 140
		SP:Iteration 38Q (47191.940000 sec): 3 clusters
  Score: Raw -10461579.712962 + Penalty 3724.174065 = -10457855.538897
  nChanged 129
		SP:Iteration 39Q (47192.510000 sec): 3 clusters
  Score: Raw -10461601.840201 + Penalty 3724.174065 = -10457877.666136
  nChanged 110
		SP:Iteration 40F (47193.110000 sec): 3 clusters
  Score: Raw -10461622.016252 + Penalty 3724.174065 = -10457897.842187
  nChanged 102
		SP:Iteration 41Q (47193.710000 sec): 3 clusters
  Score: Raw -10461639.800574 + Penalty 3724.174065 = -10457915.626509
  nChanged 94
		SP:Iteration 42Q (47194.300000 sec): 3 clusters
  Score: Raw -10461652.350763 + Penalty 3724.174065 = -10457928.176698
  nChanged 77
		SP:Iteration 43Q (47194.800000 sec): 3 clusters
  Score: Raw -10461663.785700 + Penalty 3724.174065 = -10457939.611635
  nChanged 72
		SP:Iteration 44Q (47195.310000 sec): 3 clusters
  Score: Raw -10461673.686083 + Penalty 3724.174065 = -10457949.512018
  nChanged 64
		SP:Iteration 45Q (47195.890000 sec): 3 clusters
  Score: Raw -10461681.505063 + Penalty 3724.174065 = -10457957.330998
  nChanged 53
		SP:Iteration 46Q (47196.400000 sec): 3 clusters
  Score: Raw -10461688.345659 + Penalty 3724.174065 = -10457964.171594
  nChanged 40
		SP:Iteration 47Q (47196.970000 sec): 3 clusters
  Score: Raw -10461694.538092 + Penalty 3724.174065 = -10457970.364027
  nChanged 33
		SP:Iteration 48Q (47197.560000 sec): 3 clusters
  Score: Raw -10461699.134080 + Penalty 3724.174065 = -10457974.960015
  nChanged 28
		SP:Iteration 49Q (47198.180000 sec): 3 clusters
  Score: Raw -10461702.104220 + Penalty 3724.174065 = -10457977.930155
  nChanged 21
		SP:Iteration 50Q (47198.750000 sec): 3 clusters
  Score: Raw -10461704.272933 + Penalty 3724.174065 = -10457980.098868
  nChanged 21
		SP:Iteration 51Q (47199.300000 sec): 3 clusters
  Score: Raw -10461706.740929 + Penalty 3724.174065 = -10457982.566865
  nChanged 22
		SP:Iteration 52Q (47199.860000 sec): 3 clusters
  Score: Raw -10461708.752400 + Penalty 3724.174065 = -10457984.578335
  nChanged 18
		SP:Iteration 53Q (47200.350000 sec): 3 clusters
  Score: Raw -10461710.388462 + Penalty 3724.174065 = -10457986.214397
  nChanged 15
		SP:Iteration 54Q (47200.850000 sec): 3 clusters
  Score: Raw -10461712.159813 + Penalty 3724.174065 = -10457987.985748
  nChanged 24
		SP:Iteration 55Q (47201.310000 sec): 3 clusters
  Score: Raw -10461714.529260 + Penalty 3724.174065 = -10457990.355195
  nChanged 15
		SP:Iteration 56Q (47201.790000 sec): 3 clusters
  Score: Raw -10461715.847562 + Penalty 3724.174065 = -10457991.673497
  nChanged 8
		SP:Iteration 57Q (47202.260000 sec): 3 clusters
  Score: Raw -10461717.002530 + Penalty 3724.174065 = -10457992.828465
  nChanged 10
		SP:Iteration 58Q (47202.730000 sec): 3 clusters
  Score: Raw -10461718.175515 + Penalty 3724.174065 = -10457994.001450
  nChanged 7
		SP:Iteration 59Q (47203.280000 sec): 3 clusters
  Score: Raw -10461718.757881 + Penalty 3724.174065 = -10457994.583816
  nChanged 4
		SP:Iteration 60F (47203.900000 sec): 3 clusters
  Score: Raw -10461719.011512 + Penalty 3724.174065 = -10457994.837448
  nChanged 3
		SP:Iteration 61Q (47204.460000 sec): 3 clusters
  Score: Raw -10461719.244589 + Penalty 3724.174065 = -10457995.070524
  nChanged 1
		SP:Iteration 62Q (47204.940000 sec): 3 clusters
  Score: Raw -10461719.336825 + Penalty 3724.174065 = -10457995.162760
  nChanged 1
		SP:Iteration 63Q (47205.460000 sec): 3 clusters
  Score: Raw -10461719.398469 + Penalty 3724.174065 = -10457995.224404
  nChanged 0
		SP:Iteration 64F (47206.040000 sec): 3 clusters
  Score: Raw -10461719.398469 + Penalty 3724.174065 = -10457995.224404
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47206.170000 sec): 2 clusters
  Score: Raw -111291.377225 + Penalty 1158.901008 = -110132.476218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47206.360000 sec): 3 clusters
  Score: Raw -111149.624784 + Penalty 2317.802016 = -108831.822768
  nChanged 487
		SP:Iteration 1F (47206.540000 sec): 3 clusters
  Score: Raw -113067.147100 + Penalty 2317.802016 = -110749.345084
  nChanged 212
		SP:Iteration 2F (47206.720000 sec): 3 clusters
  Score: Raw -114743.978651 + Penalty 2317.802016 = -112426.176635
  nChanged 86
		SP:Iteration 3F (47206.890000 sec): 3 clusters
  Score: Raw -115298.526765 + Penalty 2317.802016 = -112980.724749
  nChanged 33
		SP:Iteration 4Q (47207.060000 sec): 3 clusters
  Score: Raw -115371.807102 + Penalty 2317.802016 = -113054.005086
  nChanged 8
		SP:Iteration 5Q (47207.260000 sec): 3 clusters
  Score: Raw -115383.200334 + Penalty 2317.802016 = -113065.398318
  nChanged 4
		SP:Iteration 6Q (47207.430000 sec): 3 clusters
  Score: Raw -115389.068113 + Penalty 2317.802016 = -113071.266097
  nChanged 3
		SP:Iteration 7Q (47207.600000 sec): 3 clusters
  Score: Raw -115393.460155 + Penalty 2317.802016 = -113075.658140
  nChanged 2
		SP:Iteration 8Q (47207.780000 sec): 3 clusters
  Score: Raw -115397.628799 + Penalty 2317.802016 = -113079.826783
  nChanged 2
		SP:Iteration 9Q (47207.930000 sec): 3 clusters
  Score: Raw -115399.567788 + Penalty 2317.802016 = -113081.765772
  nChanged 0
		SP:Iteration 10F (47208.070000 sec): 3 clusters
  Score: Raw -115399.567788 + Penalty 2317.802016 = -113081.765772
  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 11.42 GB.

 Trying to split cluster 22 (14323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47208.240000 sec): 2 clusters
  Score: Raw -1498060.259478 + Penalty 1555.063561 = -1496505.195917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47208.520000 sec): 3 clusters
  Score: Raw -1489663.484093 + Penalty 3110.127123 = -1486553.356970
  nChanged 6407
		SP:Iteration 1F (47208.840000 sec): 3 clusters
  Score: Raw -1493337.476004 + Penalty 3110.127123 = -1490227.348882
  nChanged 843
		SP:Iteration 2F (47209.090000 sec): 3 clusters
  Score: Raw -1493704.109129 + Penalty 3110.127123 = -1490593.982006
  nChanged 692
		SP:Iteration 3Q (47209.450000 sec): 3 clusters
  Score: Raw -1494018.603067 + Penalty 3110.127123 = -1490908.475944
  nChanged 641
		SP:Iteration 4Q (47209.720000 sec): 3 clusters
  Score: Raw -1494340.032122 + Penalty 3110.127123 = -1491229.904999
  nChanged 659
		SP:Iteration 5Q (47210.000000 sec): 3 clusters
  Score: Raw -1494677.620174 + Penalty 3110.127123 = -1491567.493052
  nChanged 646
		SP:Iteration 6Q (47210.260000 sec): 3 clusters
  Score: Raw -1495030.322622 + Penalty 3110.127123 = -1491920.195499
  nChanged 603
		SP:Iteration 7Q (47210.580000 sec): 3 clusters
  Score: Raw -1495380.767762 + Penalty 3110.127123 = -1492270.640640
  nChanged 599
		SP:Iteration 8Q (47210.820000 sec): 3 clusters
  Score: Raw -1495728.038519 + Penalty 3110.127123 = -1492617.911396
  nChanged 533
		SP:Iteration 9Q (47211.130000 sec): 3 clusters
  Score: Raw -1496015.786532 + Penalty 3110.127123 = -1492905.659410
  nChanged 463
		SP:Iteration 10Q (47211.420000 sec): 3 clusters
  Score: Raw -1496269.993382 + Penalty 3110.127123 = -1493159.866259
  nChanged 425
		SP:Iteration 11Q (47211.680000 sec): 3 clusters
  Score: Raw -1496507.073267 + Penalty 3110.127123 = -1493396.946145
  nChanged 368
		SP:Iteration 12Q (47211.940000 sec): 3 clusters
  Score: Raw -1496695.548083 + Penalty 3110.127123 = -1493585.420961
  nChanged 283
		SP:Iteration 13Q (47212.220000 sec): 3 clusters
  Score: Raw -1496823.299579 + Penalty 3110.127123 = -1493713.172456
  nChanged 236
		SP:Iteration 14Q (47212.480000 sec): 3 clusters
  Score: Raw -1496937.463819 + Penalty 3110.127123 = -1493827.336697
  nChanged 239
		SP:Iteration 15Q (47212.710000 sec): 3 clusters
  Score: Raw -1497051.313167 + Penalty 3110.127123 = -1493941.186044
  nChanged 228
		SP:Iteration 16Q (47212.960000 sec): 3 clusters
  Score: Raw -1497165.460102 + Penalty 3110.127123 = -1494055.332980
  nChanged 209
		SP:Iteration 17Q (47213.180000 sec): 3 clusters
  Score: Raw -1497272.899204 + Penalty 3110.127123 = -1494162.772081
  nChanged 204
		SP:Iteration 18Q (47213.400000 sec): 3 clusters
  Score: Raw -1497365.246463 + Penalty 3110.127123 = -1494255.119340
  nChanged 189
		SP:Iteration 19Q (47213.640000 sec): 3 clusters
  Score: Raw -1497468.939306 + Penalty 3110.127123 = -1494358.812184
  nChanged 195
		SP:Iteration 20F (47213.920000 sec): 3 clusters
  Score: Raw -1497576.175534 + Penalty 3110.127123 = -1494466.048411
  nChanged 189
		SP:Iteration 21Q (47214.190000 sec): 3 clusters
  Score: Raw -1497697.039909 + Penalty 3110.127123 = -1494586.912787
  nChanged 176
		SP:Iteration 22Q (47214.420000 sec): 3 clusters
  Score: Raw -1497815.792351 + Penalty 3110.127123 = -1494705.665229
  nChanged 154
		SP:Iteration 23Q (47214.640000 sec): 3 clusters
  Score: Raw -1497908.272609 + Penalty 3110.127123 = -1494798.145487
  nChanged 149
		SP:Iteration 24Q (47214.890000 sec): 3 clusters
  Score: Raw -1497990.606088 + Penalty 3110.127123 = -1494880.478965
  nChanged 125
		SP:Iteration 25Q (47215.120000 sec): 3 clusters
  Score: Raw -1498064.240334 + Penalty 3110.127123 = -1494954.113211
  nChanged 119
		SP:Iteration 26Q (47215.350000 sec): 3 clusters
  Score: Raw -1498136.459039 + Penalty 3110.127123 = -1495026.331917
  nChanged 96
		SP:Iteration 27Q (47215.670000 sec): 3 clusters
  Score: Raw -1498196.557149 + Penalty 3110.127123 = -1495086.430026
  nChanged 89
		SP:Iteration 28Q (47215.880000 sec): 3 clusters
  Score: Raw -1498260.444716 + Penalty 3110.127123 = -1495150.317593
  nChanged 98
		SP:Iteration 29Q (47216.130000 sec): 3 clusters
  Score: Raw -1498326.417202 + Penalty 3110.127123 = -1495216.290079
  nChanged 76
		SP:Iteration 30Q (47216.420000 sec): 3 clusters
  Score: Raw -1498377.560216 + Penalty 3110.127123 = -1495267.433093
  nChanged 69
		SP:Iteration 31Q (47216.660000 sec): 3 clusters
  Score: Raw -1498430.431058 + Penalty 3110.127123 = -1495320.303936
  nChanged 59
		SP:Iteration 32Q (47216.860000 sec): 3 clusters
  Score: Raw -1498480.228769 + Penalty 3110.127123 = -1495370.101647
  nChanged 63
		SP:Iteration 33Q (47217.160000 sec): 3 clusters
  Score: Raw -1498528.279324 + Penalty 3110.127123 = -1495418.152201
  nChanged 49
		SP:Iteration 34Q (47217.370000 sec): 3 clusters
  Score: Raw -1498559.214548 + Penalty 3110.127123 = -1495449.087425
  nChanged 41
		SP:Iteration 35Q (47217.630000 sec): 3 clusters
  Score: Raw -1498581.917894 + Penalty 3110.127123 = -1495471.790772
  nChanged 46
		SP:Iteration 36Q (47217.900000 sec): 3 clusters
  Score: Raw -1498612.960742 + Penalty 3110.127123 = -1495502.833619
  nChanged 48
		SP:Iteration 37Q (47218.160000 sec): 3 clusters
  Score: Raw -1498648.452484 + Penalty 3110.127123 = -1495538.325361
  nChanged 46
		SP:Iteration 38Q (47218.420000 sec): 3 clusters
  Score: Raw -1498680.285900 + Penalty 3110.127123 = -1495570.158778
  nChanged 29
		SP:Iteration 39Q (47218.690000 sec): 3 clusters
  Score: Raw -1498694.874844 + Penalty 3110.127123 = -1495584.747721
  nChanged 21
		SP:Iteration 40F (47218.970000 sec): 3 clusters
  Score: Raw -1498709.358966 + Penalty 3110.127123 = -1495599.231843
  nChanged 26
		SP:Iteration 41Q (47219.270000 sec): 3 clusters
  Score: Raw -1498723.956524 + Penalty 3110.127123 = -1495613.829401
  nChanged 19
		SP:Iteration 42Q (47219.480000 sec): 3 clusters
  Score: Raw -1498738.110179 + Penalty 3110.127123 = -1495627.983056
  nChanged 27
		SP:Iteration 43Q (47219.760000 sec): 3 clusters
  Score: Raw -1498760.856178 + Penalty 3110.127123 = -1495650.729055
  nChanged 26
		SP:Iteration 44Q (47219.960000 sec): 3 clusters
  Score: Raw -1498783.430442 + Penalty 3110.127123 = -1495673.303319
  nChanged 17
		SP:Iteration 45Q (47220.200000 sec): 3 clusters
  Score: Raw -1498792.155849 + Penalty 3110.127123 = -1495682.028726
  nChanged 13
		SP:Iteration 46Q (47220.440000 sec): 3 clusters
  Score: Raw -1498798.839004 + Penalty 3110.127123 = -1495688.711881
  nChanged 9
		SP:Iteration 47Q (47220.670000 sec): 3 clusters
  Score: Raw -1498804.130022 + Penalty 3110.127123 = -1495694.002899
  nChanged 9
		SP:Iteration 48Q (47220.940000 sec): 3 clusters
  Score: Raw -1498808.341129 + Penalty 3110.127123 = -1495698.214007
  nChanged 8
		SP:Iteration 49Q (47221.180000 sec): 3 clusters
  Score: Raw -1498811.167590 + Penalty 3110.127123 = -1495701.040467
  nChanged 6
		SP:Iteration 50Q (47221.430000 sec): 3 clusters
  Score: Raw -1498813.687563 + Penalty 3110.127123 = -1495703.560441
  nChanged 5
		SP:Iteration 51Q (47221.680000 sec): 3 clusters
  Score: Raw -1498816.069212 + Penalty 3110.127123 = -1495705.942090
  nChanged 11
		SP:Iteration 52Q (47221.930000 sec): 3 clusters
  Score: Raw -1498820.754060 + Penalty 3110.127123 = -1495710.626937
  nChanged 13
		SP:Iteration 53Q (47222.210000 sec): 3 clusters
  Score: Raw -1498827.454926 + Penalty 3110.127123 = -1495717.327803
  nChanged 15
		SP:Iteration 54Q (47222.440000 sec): 3 clusters
  Score: Raw -1498834.428587 + Penalty 3110.127123 = -1495724.301465
  nChanged 11
		SP:Iteration 55Q (47222.680000 sec): 3 clusters
  Score: Raw -1498840.677239 + Penalty 3110.127123 = -1495730.550116
  nChanged 12
		SP:Iteration 56Q (47222.920000 sec): 3 clusters
  Score: Raw -1498845.899387 + Penalty 3110.127123 = -1495735.772265
  nChanged 9
		SP:Iteration 57Q (47223.260000 sec): 3 clusters
  Score: Raw -1498849.991440 + Penalty 3110.127123 = -1495739.864317
  nChanged 4
		SP:Iteration 58Q (47223.470000 sec): 3 clusters
  Score: Raw -1498851.297003 + Penalty 3110.127123 = -1495741.169880
  nChanged 5
		SP:Iteration 59Q (47223.740000 sec): 3 clusters
  Score: Raw -1498852.802989 + Penalty 3110.127123 = -1495742.675866
  nChanged 2
		SP:Iteration 60F (47224.000000 sec): 3 clusters
  Score: Raw -1498854.707374 + Penalty 3110.127123 = -1495744.580251
  nChanged 4
		SP:Iteration 61Q (47224.250000 sec): 3 clusters
  Score: Raw -1498857.509124 + Penalty 3110.127123 = -1495747.382001
  nChanged 6
		SP:Iteration 62Q (47224.490000 sec): 3 clusters
  Score: Raw -1498861.131144 + Penalty 3110.127123 = -1495751.004021
  nChanged 3
		SP:Iteration 63Q (47224.750000 sec): 3 clusters
  Score: Raw -1498862.222117 + Penalty 3110.127123 = -1495752.094994
  nChanged 3
		SP:Iteration 64Q (47224.970000 sec): 3 clusters
  Score: Raw -1498864.653295 + Penalty 3110.127123 = -1495754.526172
  nChanged 2
		SP:Iteration 65Q (47225.230000 sec): 3 clusters
  Score: Raw -1498865.549577 + Penalty 3110.127123 = -1495755.422454
  nChanged 3
		SP:Iteration 66Q (47225.500000 sec): 3 clusters
  Score: Raw -1498867.004525 + Penalty 3110.127123 = -1495756.877402
  nChanged 1
		SP:Iteration 67Q (47225.790000 sec): 3 clusters
  Score: Raw -1498867.661087 + Penalty 3110.127123 = -1495757.533964
  nChanged 1
		SP:Iteration 68Q (47226.010000 sec): 3 clusters
  Score: Raw -1498868.044209 + Penalty 3110.127123 = -1495757.917087
  nChanged 2
		SP:Iteration 69Q (47226.220000 sec): 3 clusters
  Score: Raw -1498868.802219 + Penalty 3110.127123 = -1495758.675096
  nChanged 1
		SP:Iteration 70Q (47226.490000 sec): 3 clusters
  Score: Raw -1498869.337451 + Penalty 3110.127123 = -1495759.210329
  nChanged 1
		SP:Iteration 71Q (47226.720000 sec): 3 clusters
  Score: Raw -1498870.163490 + Penalty 3110.127123 = -1495760.036368
  nChanged 1
		SP:Iteration 72Q (47226.970000 sec): 3 clusters
  Score: Raw -1498870.535978 + Penalty 3110.127123 = -1495760.408856
  nChanged 0
		SP:Iteration 73F (47227.230000 sec): 3 clusters
  Score: Raw -1498870.535978 + Penalty 3110.127123 = -1495760.408856
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47227.370000 sec): 2 clusters
  Score: Raw -53377.911452 + Penalty 1041.385929 = -52336.525523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47227.500000 sec): 3 clusters
  Score: Raw -53439.460616 + Penalty 2082.771857 = -51356.688759
  nChanged 201
		SP:Iteration 1F (47227.700000 sec): 3 clusters
  Score: Raw -54273.811061 + Penalty 2082.771857 = -52191.039204
  nChanged 69
		SP:Iteration 2F (47227.950000 sec): 3 clusters
  Score: Raw -54566.502301 + Penalty 2082.771857 = -52483.730444
  nChanged 55
		SP:Iteration 3F (47228.080000 sec): 3 clusters
  Score: Raw -54980.779798 + Penalty 2082.771857 = -52898.007941
  nChanged 29
		SP:Iteration 4Q (47228.290000 sec): 3 clusters
  Score: Raw -55345.039720 + Penalty 2082.771857 = -53262.267863
  nChanged 15
		SP:Iteration 5Q (47228.480000 sec): 3 clusters
  Score: Raw -55470.022115 + Penalty 2082.771857 = -53387.250258
  nChanged 12
		SP:Iteration 6Q (47228.650000 sec): 3 clusters
  Score: Raw -55522.243684 + Penalty 2082.771857 = -53439.471827
  nChanged 4
		SP:Iteration 7Q (47228.830000 sec): 3 clusters
  Score: Raw -55540.204184 + Penalty 2082.771857 = -53457.432327
  nChanged 6
		SP:Iteration 8Q (47229.030000 sec): 3 clusters
  Score: Raw -55569.439542 + Penalty 2082.771857 = -53486.667685
  nChanged 4
		SP:Iteration 9Q (47229.210000 sec): 3 clusters
  Score: Raw -55588.551209 + Penalty 2082.771857 = -53505.779352
  nChanged 3
		SP:Iteration 10Q (47229.410000 sec): 3 clusters
  Score: Raw -55597.983388 + Penalty 2082.771857 = -53515.211531
  nChanged 2
		SP:Iteration 11Q (47229.610000 sec): 3 clusters
  Score: Raw -55610.487167 + Penalty 2082.771857 = -53527.715310
  nChanged 1
		SP:Iteration 12Q (47229.760000 sec): 3 clusters
  Score: Raw -55615.499213 + Penalty 2082.771857 = -53532.727356
  nChanged 0
		SP:Iteration 13F (47229.930000 sec): 3 clusters
  Score: Raw -55622.842377 + Penalty 2082.771857 = -53540.070520
  nChanged 3
		SP:Iteration 14Q (47230.130000 sec): 3 clusters
  Score: Raw -55655.198520 + Penalty 2082.771857 = -53572.426663
  nChanged 4
		SP:Iteration 15Q (47230.330000 sec): 3 clusters
  Score: Raw -55691.612956 + Penalty 2082.771857 = -53608.841099
  nChanged 2
		SP:Iteration 16Q (47230.480000 sec): 3 clusters
  Score: Raw -55699.698485 + Penalty 2082.771857 = -53616.926628
  nChanged 1
		SP:Iteration 17Q (47230.700000 sec): 3 clusters
  Score: Raw -55711.113056 + Penalty 2082.771857 = -53628.341199
  nChanged 1
		SP:Iteration 18Q (47230.850000 sec): 3 clusters
  Score: Raw -55717.282955 + Penalty 2082.771857 = -53634.511098
  nChanged 1
		SP:Iteration 19Q (47231.080000 sec): 3 clusters
  Score: Raw -55720.282105 + Penalty 2082.771857 = -53637.510247
  nChanged 1
		SP:Iteration 20F (47231.240000 sec): 3 clusters
  Score: Raw -55728.478577 + Penalty 2082.771857 = -53645.706720
  nChanged 1
		SP:Iteration 21Q (47231.460000 sec): 3 clusters
  Score: Raw -55734.462480 + Penalty 2082.771857 = -53651.690623
  nChanged 3
		SP:Iteration 22Q (47231.650000 sec): 3 clusters
  Score: Raw -55753.782248 + Penalty 2082.771857 = -53671.010391
  nChanged 0
		SP:Iteration 23F (47231.800000 sec): 3 clusters
  Score: Raw -55753.782248 + Penalty 2082.771857 = -53671.010391
  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 11.42 GB.

 Trying to split cluster 24 (39872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47232.130000 sec): 2 clusters
  Score: Raw -4472192.128430 + Penalty 1721.432310 = -4470470.696120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47232.540000 sec): 3 clusters
  Score: Raw -4447294.684999 + Penalty 3442.864621 = -4443851.820378
  nChanged 18457
		SP:Iteration 1F (47232.910000 sec): 3 clusters
  Score: Raw -4458452.552244 + Penalty 3442.864621 = -4455009.687623
  nChanged 2210
		SP:Iteration 2F (47233.320000 sec): 3 clusters
  Score: Raw -4459637.596369 + Penalty 3442.864621 = -4456194.731749
  nChanged 2589
		SP:Iteration 3F (47233.680000 sec): 3 clusters
  Score: Raw -4461193.973688 + Penalty 3442.864621 = -4457751.109068
  nChanged 2675
		SP:Iteration 4F (47234.010000 sec): 3 clusters
  Score: Raw -4462881.582606 + Penalty 3442.864621 = -4459438.717985
  nChanged 2604
		SP:Iteration 5F (47234.430000 sec): 3 clusters
  Score: Raw -4464496.365762 + Penalty 3442.864621 = -4461053.501142
  nChanged 2328
		SP:Iteration 6F (47234.870000 sec): 3 clusters
  Score: Raw -4465847.909557 + Penalty 3442.864621 = -4462405.044937
  nChanged 1963
		SP:Iteration 7Q (47235.250000 sec): 3 clusters
  Score: Raw -4466883.402914 + Penalty 3442.864621 = -4463440.538294
  nChanged 1612
		SP:Iteration 8Q (47235.650000 sec): 3 clusters
  Score: Raw -4467721.065827 + Penalty 3442.864621 = -4464278.201207
  nChanged 1342
		SP:Iteration 9Q (47236.070000 sec): 3 clusters
  Score: Raw -4468404.377772 + Penalty 3442.864621 = -4464961.513152
  nChanged 1120
		SP:Iteration 10Q (47236.510000 sec): 3 clusters
  Score: Raw -4468948.602837 + Penalty 3442.864621 = -4465505.738216
  nChanged 995
		SP:Iteration 11Q (47236.910000 sec): 3 clusters
  Score: Raw -4469413.920718 + Penalty 3442.864621 = -4465971.056097
  nChanged 873
		SP:Iteration 12Q (47237.320000 sec): 3 clusters
  Score: Raw -4469828.219615 + Penalty 3442.864621 = -4466385.354994
  nChanged 843
		SP:Iteration 13Q (47237.690000 sec): 3 clusters
  Score: Raw -4470253.159178 + Penalty 3442.864621 = -4466810.294557
  nChanged 794
		SP:Iteration 14Q (47238.040000 sec): 3 clusters
  Score: Raw -4470639.683921 + Penalty 3442.864621 = -4467196.819300
  nChanged 670
		SP:Iteration 15Q (47238.400000 sec): 3 clusters
  Score: Raw -4470961.463166 + Penalty 3442.864621 = -4467518.598546
  nChanged 575
		SP:Iteration 16Q (47238.720000 sec): 3 clusters
  Score: Raw -4471212.952740 + Penalty 3442.864621 = -4467770.088119
  nChanged 504
		SP:Iteration 17Q (47239.110000 sec): 3 clusters
  Score: Raw -4471430.623288 + Penalty 3442.864621 = -4467987.758668
  nChanged 431
		SP:Iteration 18Q (47239.430000 sec): 3 clusters
  Score: Raw -4471614.567749 + Penalty 3442.864621 = -4468171.703128
  nChanged 370
		SP:Iteration 19Q (47239.840000 sec): 3 clusters
  Score: Raw -4471776.292716 + Penalty 3442.864621 = -4468333.428095
  nChanged 343
		SP:Iteration 20F (47240.230000 sec): 3 clusters
  Score: Raw -4471920.576828 + Penalty 3442.864621 = -4468477.712207
  nChanged 311
		SP:Iteration 21Q (47240.600000 sec): 3 clusters
  Score: Raw -4472049.436259 + Penalty 3442.864621 = -4468606.571639
  nChanged 265
		SP:Iteration 22Q (47240.980000 sec): 3 clusters
  Score: Raw -4472155.391702 + Penalty 3442.864621 = -4468712.527082
  nChanged 225
		SP:Iteration 23Q (47241.360000 sec): 3 clusters
  Score: Raw -4472235.925709 + Penalty 3442.864621 = -4468793.061088
  nChanged 179
		SP:Iteration 24Q (47241.710000 sec): 3 clusters
  Score: Raw -4472300.386899 + Penalty 3442.864621 = -4468857.522278
  nChanged 158
		SP:Iteration 25Q (47242.080000 sec): 3 clusters
  Score: Raw -4472358.081864 + Penalty 3442.864621 = -4468915.217243
  nChanged 154
		SP:Iteration 26Q (47242.480000 sec): 3 clusters
  Score: Raw -4472409.416029 + Penalty 3442.864621 = -4468966.551409
  nChanged 108
		SP:Iteration 27Q (47242.910000 sec): 3 clusters
  Score: Raw -4472441.098526 + Penalty 3442.864621 = -4468998.233905
  nChanged 85
		SP:Iteration 28Q (47243.250000 sec): 3 clusters
  Score: Raw -4472467.571593 + Penalty 3442.864621 = -4469024.706973
  nChanged 88
		SP:Iteration 29Q (47243.580000 sec): 3 clusters
  Score: Raw -4472499.399556 + Penalty 3442.864621 = -4469056.534936
  nChanged 88
		SP:Iteration 30Q (47243.910000 sec): 3 clusters
  Score: Raw -4472524.073132 + Penalty 3442.864621 = -4469081.208511
  nChanged 65
		SP:Iteration 31Q (47244.270000 sec): 3 clusters
  Score: Raw -4472540.445256 + Penalty 3442.864621 = -4469097.580636
  nChanged 48
		SP:Iteration 32Q (47244.590000 sec): 3 clusters
  Score: Raw -4472552.371898 + Penalty 3442.864621 = -4469109.507278
  nChanged 40
		SP:Iteration 33Q (47244.950000 sec): 3 clusters
  Score: Raw -4472563.251426 + Penalty 3442.864621 = -4469120.386805
  nChanged 42
		SP:Iteration 34Q (47245.260000 sec): 3 clusters
  Score: Raw -4472573.509902 + Penalty 3442.864621 = -4469130.645281
  nChanged 31
		SP:Iteration 35Q (47245.620000 sec): 3 clusters
  Score: Raw -4472580.459793 + Penalty 3442.864621 = -4469137.595172
  nChanged 16
		SP:Iteration 36Q (47246.010000 sec): 3 clusters
  Score: Raw -4472584.206490 + Penalty 3442.864621 = -4469141.341870
  nChanged 9
		SP:Iteration 37Q (47246.340000 sec): 3 clusters
  Score: Raw -4472586.006507 + Penalty 3442.864621 = -4469143.141886
  nChanged 9
		SP:Iteration 38Q (47246.700000 sec): 3 clusters
  Score: Raw -4472587.737847 + Penalty 3442.864621 = -4469144.873227
  nChanged 9
		SP:Iteration 39Q (47247.140000 sec): 3 clusters
  Score: Raw -4472588.801916 + Penalty 3442.864621 = -4469145.937295
  nChanged 5
		SP:Iteration 40F (47247.480000 sec): 3 clusters
  Score: Raw -4472589.637756 + Penalty 3442.864621 = -4469146.773136
  nChanged 4
		SP:Iteration 41Q (47247.860000 sec): 3 clusters
  Score: Raw -4472590.225258 + Penalty 3442.864621 = -4469147.360638
  nChanged 4
		SP:Iteration 42Q (47248.150000 sec): 3 clusters
  Score: Raw -4472590.811928 + Penalty 3442.864621 = -4469147.947307
  nChanged 3
		SP:Iteration 43Q (47248.530000 sec): 3 clusters
  Score: Raw -4472591.226046 + Penalty 3442.864621 = -4469148.361425
  nChanged 5
		SP:Iteration 44Q (47248.840000 sec): 3 clusters
  Score: Raw -4472592.006016 + Penalty 3442.864621 = -4469149.141395
  nChanged 3
		SP:Iteration 45Q (47249.170000 sec): 3 clusters
  Score: Raw -4472592.544718 + Penalty 3442.864621 = -4469149.680097
  nChanged 7
		SP:Iteration 46Q (47249.580000 sec): 3 clusters
  Score: Raw -4472593.616349 + Penalty 3442.864621 = -4469150.751728
  nChanged 4
		SP:Iteration 47Q (47249.930000 sec): 3 clusters
  Score: Raw -4472594.402968 + Penalty 3442.864621 = -4469151.538348
  nChanged 4
		SP:Iteration 48Q (47250.240000 sec): 3 clusters
  Score: Raw -4472594.800002 + Penalty 3442.864621 = -4469151.935381
  nChanged 2
		SP:Iteration 49Q (47250.550000 sec): 3 clusters
  Score: Raw -4472595.473872 + Penalty 3442.864621 = -4469152.609252
  nChanged 4
		SP:Iteration 50Q (47250.850000 sec): 3 clusters
  Score: Raw -4472596.125784 + Penalty 3442.864621 = -4469153.261163
  nChanged 4
		SP:Iteration 51Q (47251.270000 sec): 3 clusters
  Score: Raw -4472596.995382 + Penalty 3442.864621 = -4469154.130761
  nChanged 7
		SP:Iteration 52Q (47251.590000 sec): 3 clusters
  Score: Raw -4472598.438706 + Penalty 3442.864621 = -4469155.574085
  nChanged 4
		SP:Iteration 53Q (47251.950000 sec): 3 clusters
  Score: Raw -4472598.909850 + Penalty 3442.864621 = -4469156.045229
  nChanged 1
		SP:Iteration 54Q (47252.270000 sec): 3 clusters
  Score: Raw -4472599.083517 + Penalty 3442.864621 = -4469156.218896
  nChanged 0
		SP:Iteration 55F (47252.620000 sec): 3 clusters
  Score: Raw -4472599.083517 + Penalty 3442.864621 = -4469156.218896
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (93955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47253.100000 sec): 2 clusters
  Score: Raw -10907661.156562 + Penalty 1860.717824 = -10905800.438738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47253.660000 sec): 3 clusters
  Score: Raw -10846804.427422 + Penalty 3721.435648 = -10843082.991775
  nChanged 44947
		SP:Iteration 1F (47254.250000 sec): 3 clusters
  Score: Raw -10872665.329845 + Penalty 3721.435648 = -10868943.894198
  nChanged 3133
		SP:Iteration 2Q (47254.860000 sec): 3 clusters
  Score: Raw -10873444.691363 + Penalty 3721.435648 = -10869723.255716
  nChanged 3361
		SP:Iteration 3Q (47255.540000 sec): 3 clusters
  Score: Raw -10874358.279573 + Penalty 3721.435648 = -10870636.843925
  nChanged 3652
		SP:Iteration 4Q (47256.210000 sec): 3 clusters
  Score: Raw -10875489.518759 + Penalty 3721.435648 = -10871768.083112
  nChanged 4100
		SP:Iteration 5Q (47256.800000 sec): 3 clusters
  Score: Raw -10877031.221534 + Penalty 3721.435648 = -10873309.785887
  nChanged 4771
		SP:Iteration 6F (47257.370000 sec): 3 clusters
  Score: Raw -10879186.959541 + Penalty 3721.435648 = -10875465.523894
  nChanged 5468
		SP:Iteration 7F (47257.950000 sec): 3 clusters
  Score: Raw -10882245.416296 + Penalty 3721.435648 = -10878523.980648
  nChanged 5979
		SP:Iteration 8F (47258.490000 sec): 3 clusters
  Score: Raw -10886105.773488 + Penalty 3721.435648 = -10882384.337840
  nChanged 6070
		SP:Iteration 9F (47259.090000 sec): 3 clusters
  Score: Raw -10890521.370188 + Penalty 3721.435648 = -10886799.934540
  nChanged 5693
		SP:Iteration 10F (47259.670000 sec): 3 clusters
  Score: Raw -10895108.881152 + Penalty 3721.435648 = -10891387.445504
  nChanged 4903
		SP:Iteration 11F (47260.280000 sec): 3 clusters
  Score: Raw -10899214.393470 + Penalty 3721.435648 = -10895492.957823
  nChanged 3807
		SP:Iteration 12Q (47260.870000 sec): 3 clusters
  Score: Raw -10902395.805214 + Penalty 3721.435648 = -10898674.369566
  nChanged 2705
		SP:Iteration 13Q (47261.490000 sec): 3 clusters
  Score: Raw -10904589.958214 + Penalty 3721.435648 = -10900868.522567
  nChanged 1786
		SP:Iteration 14Q (47262.060000 sec): 3 clusters
  Score: Raw -10905968.270662 + Penalty 3721.435648 = -10902246.835015
  nChanged 1103
		SP:Iteration 15Q (47262.640000 sec): 3 clusters
  Score: Raw -10906779.266768 + Penalty 3721.435648 = -10903057.831121
  nChanged 635
		SP:Iteration 16Q (47263.270000 sec): 3 clusters
  Score: Raw -10907219.744650 + Penalty 3721.435648 = -10903498.309002
  nChanged 367
		SP:Iteration 17Q (47263.880000 sec): 3 clusters
  Score: Raw -10907478.521029 + Penalty 3721.435648 = -10903757.085381
  nChanged 238
		SP:Iteration 18Q (47264.450000 sec): 3 clusters
  Score: Raw -10907637.080063 + Penalty 3721.435648 = -10903915.644415
  nChanged 129
		SP:Iteration 19Q (47264.960000 sec): 3 clusters
  Score: Raw -10907729.594718 + Penalty 3721.435648 = -10904008.159070
  nChanged 85
		SP:Iteration 20F (47265.670000 sec): 3 clusters
  Score: Raw -10907785.089063 + Penalty 3721.435648 = -10904063.653416
  nChanged 54
		SP:Iteration 21Q (47266.320000 sec): 3 clusters
  Score: Raw -10907822.917289 + Penalty 3721.435648 = -10904101.481641
  nChanged 48
		SP:Iteration 22Q (47266.940000 sec): 3 clusters
  Score: Raw -10907853.285477 + Penalty 3721.435648 = -10904131.849829
  nChanged 32
		SP:Iteration 23Q (47267.530000 sec): 3 clusters
  Score: Raw -10907874.659986 + Penalty 3721.435648 = -10904153.224338
  nChanged 23
		SP:Iteration 24Q (47268.180000 sec): 3 clusters
  Score: Raw -10907889.739756 + Penalty 3721.435648 = -10904168.304109
  nChanged 19
		SP:Iteration 25Q (47268.850000 sec): 3 clusters
  Score: Raw -10907898.838269 + Penalty 3721.435648 = -10904177.402621
  nChanged 11
		SP:Iteration 26Q (47269.440000 sec): 3 clusters
  Score: Raw -10907906.911662 + Penalty 3721.435648 = -10904185.476014
  nChanged 11
		SP:Iteration 27Q (47270.010000 sec): 3 clusters
  Score: Raw -10907913.764156 + Penalty 3721.435648 = -10904192.328508
  nChanged 6
		SP:Iteration 28Q (47270.710000 sec): 3 clusters
  Score: Raw -10907917.930278 + Penalty 3721.435648 = -10904196.494630
  nChanged 7
		SP:Iteration 29Q (47271.270000 sec): 3 clusters
  Score: Raw -10907922.701204 + Penalty 3721.435648 = -10904201.265557
  nChanged 10
		SP:Iteration 30Q (47271.830000 sec): 3 clusters
  Score: Raw -10907927.870319 + Penalty 3721.435648 = -10904206.434672
  nChanged 9
		SP:Iteration 31Q (47272.390000 sec): 3 clusters
  Score: Raw -10907932.763077 + Penalty 3721.435648 = -10904211.327429
  nChanged 11
		SP:Iteration 32Q (47273.020000 sec): 3 clusters
  Score: Raw -10907938.817059 + Penalty 3721.435648 = -10904217.381412
  nChanged 6
		SP:Iteration 33Q (47273.640000 sec): 3 clusters
  Score: Raw -10907943.696042 + Penalty 3721.435648 = -10904222.260394
  nChanged 6
		SP:Iteration 34Q (47274.150000 sec): 3 clusters
  Score: Raw -10907948.574578 + Penalty 3721.435648 = -10904227.138931
  nChanged 2
		SP:Iteration 35Q (47274.720000 sec): 3 clusters
  Score: Raw -10907949.601994 + Penalty 3721.435648 = -10904228.166347
  nChanged 2
		SP:Iteration 36Q (47275.290000 sec): 3 clusters
  Score: Raw -10907951.241604 + Penalty 3721.435648 = -10904229.805957
  nChanged 3
		SP:Iteration 37Q (47275.860000 sec): 3 clusters
  Score: Raw -10907952.919533 + Penalty 3721.435648 = -10904231.483885
  nChanged 4
		SP:Iteration 38Q (47276.440000 sec): 3 clusters
  Score: Raw -10907955.592466 + Penalty 3721.435648 = -10904234.156818
  nChanged 3
		SP:Iteration 39Q (47277.060000 sec): 3 clusters
  Score: Raw -10907956.912947 + Penalty 3721.435648 = -10904235.477300
  nChanged 2
		SP:Iteration 40F (47277.730000 sec): 3 clusters
  Score: Raw -10907957.777558 + Penalty 3721.435648 = -10904236.341910
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (16199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47277.900000 sec): 2 clusters
  Score: Raw -1535031.014414 + Penalty 1575.064529 = -1533455.949885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47278.160000 sec): 3 clusters
  Score: Raw -1525405.136632 + Penalty 3150.129057 = -1522255.007575
  nChanged 7304
		SP:Iteration 1F (47278.530000 sec): 3 clusters
  Score: Raw -1529734.554163 + Penalty 3150.129057 = -1526584.425106
  nChanged 1155
		SP:Iteration 2F (47278.800000 sec): 3 clusters
  Score: Raw -1530405.554088 + Penalty 3150.129057 = -1527255.425031
  nChanged 1081
		SP:Iteration 3F (47279.110000 sec): 3 clusters
  Score: Raw -1531007.038370 + Penalty 3150.129057 = -1527856.909313
  nChanged 958
		SP:Iteration 4F (47279.360000 sec): 3 clusters
  Score: Raw -1531536.416305 + Penalty 3150.129057 = -1528386.287248
  nChanged 867
		SP:Iteration 5F (47279.600000 sec): 3 clusters
  Score: Raw -1531989.037973 + Penalty 3150.129057 = -1528838.908916
  nChanged 760
		SP:Iteration 6Q (47279.890000 sec): 3 clusters
  Score: Raw -1532334.792446 + Penalty 3150.129057 = -1529184.663389
  nChanged 622
		SP:Iteration 7Q (47280.120000 sec): 3 clusters
  Score: Raw -1532594.631109 + Penalty 3150.129057 = -1529444.502052
  nChanged 570
		SP:Iteration 8Q (47280.430000 sec): 3 clusters
  Score: Raw -1532842.119432 + Penalty 3150.129057 = -1529691.990375
  nChanged 550
		SP:Iteration 9Q (47280.660000 sec): 3 clusters
  Score: Raw -1533074.177298 + Penalty 3150.129057 = -1529924.048241
  nChanged 503
		SP:Iteration 10Q (47281.030000 sec): 3 clusters
  Score: Raw -1533287.272291 + Penalty 3150.129057 = -1530137.143234
  nChanged 498
		SP:Iteration 11Q (47281.340000 sec): 3 clusters
  Score: Raw -1533526.015801 + Penalty 3150.129057 = -1530375.886743
  nChanged 525
		SP:Iteration 12Q (47281.630000 sec): 3 clusters
  Score: Raw -1533775.529726 + Penalty 3150.129057 = -1530625.400669
  nChanged 540
		SP:Iteration 13Q (47281.930000 sec): 3 clusters
  Score: Raw -1534039.577679 + Penalty 3150.129057 = -1530889.448622
  nChanged 592
		SP:Iteration 14Q (47282.180000 sec): 3 clusters
  Score: Raw -1534360.684927 + Penalty 3150.129057 = -1531210.555870
  nChanged 650
		SP:Iteration 15Q (47282.490000 sec): 3 clusters
  Score: Raw -1534742.640720 + Penalty 3150.129057 = -1531592.511663
  nChanged 660
		SP:Iteration 16Q (47282.750000 sec): 3 clusters
  Score: Raw -1535159.031254 + Penalty 3150.129057 = -1532008.902197
  nChanged 629
		SP:Iteration 17Q (47283.030000 sec): 3 clusters
  Score: Raw -1535581.183918 + Penalty 3150.129057 = -1532431.054861
  nChanged 627
		SP:Iteration 18Q (47283.330000 sec): 3 clusters
  Score: Raw -1536021.656250 + Penalty 3150.129057 = -1532871.527193
  nChanged 574
		SP:Iteration 19Q (47283.550000 sec): 3 clusters
  Score: Raw -1536437.748172 + Penalty 3150.129057 = -1533287.619115
  nChanged 486
		SP:Iteration 20F (47283.800000 sec): 3 clusters
  Score: Raw -1536823.786567 + Penalty 3150.129057 = -1533673.657510
  nChanged 405
		SP:Iteration 21Q (47284.050000 sec): 3 clusters
  Score: Raw -1537129.735234 + Penalty 3150.129057 = -1533979.606177
  nChanged 287
		SP:Iteration 22Q (47284.290000 sec): 3 clusters
  Score: Raw -1537316.775771 + Penalty 3150.129057 = -1534166.646714
  nChanged 203
		SP:Iteration 23Q (47284.560000 sec): 3 clusters
  Score: Raw -1537435.271875 + Penalty 3150.129057 = -1534285.142818
  nChanged 139
		SP:Iteration 24Q (47284.880000 sec): 3 clusters
  Score: Raw -1537503.494836 + Penalty 3150.129057 = -1534353.365779
  nChanged 97
		SP:Iteration 25Q (47285.090000 sec): 3 clusters
  Score: Raw -1537546.625077 + Penalty 3150.129057 = -1534396.496020
  nChanged 76
		SP:Iteration 26Q (47285.350000 sec): 3 clusters
  Score: Raw -1537577.143964 + Penalty 3150.129057 = -1534427.014907
  nChanged 54
		SP:Iteration 27Q (47285.600000 sec): 3 clusters
  Score: Raw -1537596.687788 + Penalty 3150.129057 = -1534446.558731
  nChanged 34
		SP:Iteration 28Q (47285.880000 sec): 3 clusters
  Score: Raw -1537608.869111 + Penalty 3150.129057 = -1534458.740054
  nChanged 35
		SP:Iteration 29Q (47286.140000 sec): 3 clusters
  Score: Raw -1537619.589985 + Penalty 3150.129057 = -1534469.460928
  nChanged 18
		SP:Iteration 30Q (47286.410000 sec): 3 clusters
  Score: Raw -1537624.969518 + Penalty 3150.129057 = -1534474.840461
  nChanged 13
		SP:Iteration 31Q (47286.720000 sec): 3 clusters
  Score: Raw -1537628.566763 + Penalty 3150.129057 = -1534478.437706
  nChanged 8
		SP:Iteration 32Q (47286.950000 sec): 3 clusters
  Score: Raw -1537630.926994 + Penalty 3150.129057 = -1534480.797937
  nChanged 7
		SP:Iteration 33Q (47287.220000 sec): 3 clusters
  Score: Raw -1537633.237484 + Penalty 3150.129057 = -1534483.108427
  nChanged 9
		SP:Iteration 34Q (47287.420000 sec): 3 clusters
  Score: Raw -1537635.923937 + Penalty 3150.129057 = -1534485.794879
  nChanged 7
		SP:Iteration 35Q (47287.660000 sec): 3 clusters
  Score: Raw -1537638.393163 + Penalty 3150.129057 = -1534488.264106
  nChanged 9
		SP:Iteration 36Q (47287.900000 sec): 3 clusters
  Score: Raw -1537641.229817 + Penalty 3150.129057 = -1534491.100760
  nChanged 12
		SP:Iteration 37Q (47288.120000 sec): 3 clusters
  Score: Raw -1537645.155154 + Penalty 3150.129057 = -1534495.026097
  nChanged 12
		SP:Iteration 38Q (47288.370000 sec): 3 clusters
  Score: Raw -1537650.265614 + Penalty 3150.129057 = -1534500.136557
  nChanged 10
		SP:Iteration 39Q (47288.620000 sec): 3 clusters
  Score: Raw -1537654.241195 + Penalty 3150.129057 = -1534504.112138
  nChanged 5
		SP:Iteration 40F (47288.850000 sec): 3 clusters
  Score: Raw -1537655.306108 + Penalty 3150.129057 = -1534505.177051
  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 11.42 GB.

 Trying to split cluster 27 (7675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47289.000000 sec): 2 clusters
  Score: Raw -839137.220501 + Penalty 1453.680081 = -837683.540421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47289.220000 sec): 3 clusters
  Score: Raw -834898.442079 + Penalty 2907.360161 = -831991.081918
  nChanged 3211
		SP:Iteration 1F (47289.420000 sec): 3 clusters
  Score: Raw -836606.543954 + Penalty 2907.360161 = -833699.183793
  nChanged 537
		SP:Iteration 2F (47289.600000 sec): 3 clusters
  Score: Raw -836851.199096 + Penalty 2907.360161 = -833943.838935
  nChanged 417
		SP:Iteration 3F (47289.810000 sec): 3 clusters
  Score: Raw -837039.108000 + Penalty 2907.360161 = -834131.747838
  nChanged 363
		SP:Iteration 4Q (47290.040000 sec): 3 clusters
  Score: Raw -837189.192676 + Penalty 2907.360161 = -834281.832515
  nChanged 296
		SP:Iteration 5Q (47290.240000 sec): 3 clusters
  Score: Raw -837323.239571 + Penalty 2907.360161 = -834415.879410
  nChanged 246
		SP:Iteration 6Q (47290.420000 sec): 3 clusters
  Score: Raw -837430.249873 + Penalty 2907.360161 = -834522.889711
  nChanged 253
		SP:Iteration 7Q (47290.620000 sec): 3 clusters
  Score: Raw -837543.021345 + Penalty 2907.360161 = -834635.661184
  nChanged 258
		SP:Iteration 8Q (47290.830000 sec): 3 clusters
  Score: Raw -837644.909099 + Penalty 2907.360161 = -834737.548938
  nChanged 202
		SP:Iteration 9Q (47291.050000 sec): 3 clusters
  Score: Raw -837726.956513 + Penalty 2907.360161 = -834819.596352
  nChanged 191
		SP:Iteration 10Q (47291.250000 sec): 3 clusters
  Score: Raw -837788.053032 + Penalty 2907.360161 = -834880.692871
  nChanged 178
		SP:Iteration 11Q (47291.430000 sec): 3 clusters
  Score: Raw -837843.312865 + Penalty 2907.360161 = -834935.952704
  nChanged 133
		SP:Iteration 12Q (47291.640000 sec): 3 clusters
  Score: Raw -837877.714747 + Penalty 2907.360161 = -834970.354586
  nChanged 116
		SP:Iteration 13Q (47291.840000 sec): 3 clusters
  Score: Raw -837904.976196 + Penalty 2907.360161 = -834997.616035
  nChanged 90
		SP:Iteration 14Q (47292.090000 sec): 3 clusters
  Score: Raw -837925.695001 + Penalty 2907.360161 = -835018.334840
  nChanged 76
		SP:Iteration 15Q (47292.270000 sec): 3 clusters
  Score: Raw -837943.303613 + Penalty 2907.360161 = -835035.943451
  nChanged 81
		SP:Iteration 16Q (47292.520000 sec): 3 clusters
  Score: Raw -837965.400219 + Penalty 2907.360161 = -835058.040058
  nChanged 89
		SP:Iteration 17Q (47292.700000 sec): 3 clusters
  Score: Raw -837991.021550 + Penalty 2907.360161 = -835083.661389
  nChanged 108
		SP:Iteration 18Q (47292.920000 sec): 3 clusters
  Score: Raw -838021.887589 + Penalty 2907.360161 = -835114.527428
  nChanged 110
		SP:Iteration 19Q (47293.160000 sec): 3 clusters
  Score: Raw -838051.529385 + Penalty 2907.360161 = -835144.169224
  nChanged 108
		SP:Iteration 20F (47293.390000 sec): 3 clusters
  Score: Raw -838079.926467 + Penalty 2907.360161 = -835172.566306
  nChanged 87
		SP:Iteration 21Q (47293.650000 sec): 3 clusters
  Score: Raw -838104.713119 + Penalty 2907.360161 = -835197.352958
  nChanged 81
		SP:Iteration 22Q (47293.890000 sec): 3 clusters
  Score: Raw -838124.290293 + Penalty 2907.360161 = -835216.930132
  nChanged 68
		SP:Iteration 23Q (47294.150000 sec): 3 clusters
  Score: Raw -838137.485671 + Penalty 2907.360161 = -835230.125510
  nChanged 62
		SP:Iteration 24Q (47294.340000 sec): 3 clusters
  Score: Raw -838148.207724 + Penalty 2907.360161 = -835240.847562
  nChanged 58
		SP:Iteration 25Q (47294.560000 sec): 3 clusters
  Score: Raw -838159.162946 + Penalty 2907.360161 = -835251.802785
  nChanged 41
		SP:Iteration 26Q (47294.720000 sec): 3 clusters
  Score: Raw -838167.500936 + Penalty 2907.360161 = -835260.140775
  nChanged 47
		SP:Iteration 27Q (47294.930000 sec): 3 clusters
  Score: Raw -838175.543001 + Penalty 2907.360161 = -835268.182840
  nChanged 40
		SP:Iteration 28Q (47295.140000 sec): 3 clusters
  Score: Raw -838183.425576 + Penalty 2907.360161 = -835276.065415
  nChanged 39
		SP:Iteration 29Q (47295.350000 sec): 3 clusters
  Score: Raw -838191.300520 + Penalty 2907.360161 = -835283.940359
  nChanged 37
		SP:Iteration 30Q (47295.590000 sec): 3 clusters
  Score: Raw -838198.941322 + Penalty 2907.360161 = -835291.581161
  nChanged 35
		SP:Iteration 31Q (47295.770000 sec): 3 clusters
  Score: Raw -838204.850495 + Penalty 2907.360161 = -835297.490334
  nChanged 30
		SP:Iteration 32Q (47296.020000 sec): 3 clusters
  Score: Raw -838210.748859 + Penalty 2907.360161 = -835303.388698
  nChanged 35
		SP:Iteration 33Q (47296.210000 sec): 3 clusters
  Score: Raw -838217.506005 + Penalty 2907.360161 = -835310.145844
  nChanged 34
		SP:Iteration 34Q (47296.460000 sec): 3 clusters
  Score: Raw -838223.579938 + Penalty 2907.360161 = -835316.219777
  nChanged 36
		SP:Iteration 35Q (47296.630000 sec): 3 clusters
  Score: Raw -838229.493500 + Penalty 2907.360161 = -835322.133339
  nChanged 34
		SP:Iteration 36Q (47296.900000 sec): 3 clusters
  Score: Raw -838236.122087 + Penalty 2907.360161 = -835328.761926
  nChanged 33
		SP:Iteration 37Q (47297.160000 sec): 3 clusters
  Score: Raw -838242.398835 + Penalty 2907.360161 = -835335.038674
  nChanged 37
		SP:Iteration 38Q (47297.340000 sec): 3 clusters
  Score: Raw -838250.622471 + Penalty 2907.360161 = -835343.262310
  nChanged 44
		SP:Iteration 39Q (47297.550000 sec): 3 clusters
  Score: Raw -838260.494286 + Penalty 2907.360161 = -835353.134125
  nChanged 54
		SP:Iteration 40F (47297.810000 sec): 3 clusters
  Score: Raw -838272.983759 + Penalty 2907.360161 = -835365.623598
  nChanged 58
		SP:Iteration 41Q (47297.980000 sec): 3 clusters
  Score: Raw -838287.453808 + Penalty 2907.360161 = -835380.093647
  nChanged 57
		SP:Iteration 42Q (47298.250000 sec): 3 clusters
  Score: Raw -838301.819626 + Penalty 2907.360161 = -835394.459465
  nChanged 62
		SP:Iteration 43Q (47298.490000 sec): 3 clusters
  Score: Raw -838320.137703 + Penalty 2907.360161 = -835412.777542
  nChanged 78
		SP:Iteration 44Q (47298.720000 sec): 3 clusters
  Score: Raw -838344.401803 + Penalty 2907.360161 = -835437.041642
  nChanged 94
		SP:Iteration 45Q (47298.900000 sec): 3 clusters
  Score: Raw -838373.153626 + Penalty 2907.360161 = -835465.793465
  nChanged 99
		SP:Iteration 46Q (47299.130000 sec): 3 clusters
  Score: Raw -838403.803228 + Penalty 2907.360161 = -835496.443067
  nChanged 100
		SP:Iteration 47Q (47299.370000 sec): 3 clusters
  Score: Raw -838435.354577 + Penalty 2907.360161 = -835527.994416
  nChanged 103
		SP:Iteration 48Q (47299.540000 sec): 3 clusters
  Score: Raw -838479.674674 + Penalty 2907.360161 = -835572.314513
  nChanged 120
		SP:Iteration 49Q (47299.740000 sec): 3 clusters
  Score: Raw -838534.420792 + Penalty 2907.360161 = -835627.060631
  nChanged 117
		SP:Iteration 50Q (47299.960000 sec): 3 clusters
  Score: Raw -838581.472643 + Penalty 2907.360161 = -835674.112482
  nChanged 104
		SP:Iteration 51Q (47300.200000 sec): 3 clusters
  Score: Raw -838623.165787 + Penalty 2907.360161 = -835715.805625
  nChanged 97
		SP:Iteration 52Q (47300.400000 sec): 3 clusters
  Score: Raw -838668.148722 + Penalty 2907.360161 = -835760.788561
  nChanged 94
		SP:Iteration 53Q (47300.600000 sec): 3 clusters
  Score: Raw -838712.933346 + Penalty 2907.360161 = -835805.573185
  nChanged 97
		SP:Iteration 54Q (47300.790000 sec): 3 clusters
  Score: Raw -838755.981544 + Penalty 2907.360161 = -835848.621383
  nChanged 92
		SP:Iteration 55Q (47301.060000 sec): 3 clusters
  Score: Raw -838809.171594 + Penalty 2907.360161 = -835901.811433
  nChanged 109
		SP:Iteration 56Q (47301.290000 sec): 3 clusters
  Score: Raw -838876.574195 + Penalty 2907.360161 = -835969.214034
  nChanged 108
		SP:Iteration 57Q (47301.490000 sec): 3 clusters
  Score: Raw -838932.855715 + Penalty 2907.360161 = -836025.495554
  nChanged 83
		SP:Iteration 58Q (47301.670000 sec): 3 clusters
  Score: Raw -838982.732853 + Penalty 2907.360161 = -836075.372692
  nChanged 76
		SP:Iteration 59Q (47301.890000 sec): 3 clusters
  Score: Raw -839030.368300 + Penalty 2907.360161 = -836123.008139
  nChanged 75
		SP:Iteration 60F (47302.050000 sec): 3 clusters
  Score: Raw -839075.934072 + Penalty 2907.360161 = -836168.573911
  nChanged 59
		SP:Iteration 61Q (47302.270000 sec): 3 clusters
  Score: Raw -839113.909934 + Penalty 2907.360161 = -836206.549773
  nChanged 62
		SP:Iteration 62Q (47302.490000 sec): 3 clusters
  Score: Raw -839153.682098 + Penalty 2907.360161 = -836246.321937
  nChanged 45
		SP:Iteration 63Q (47302.700000 sec): 3 clusters
  Score: Raw -839187.713242 + Penalty 2907.360161 = -836280.353081
  nChanged 47
		SP:Iteration 64Q (47302.930000 sec): 3 clusters
  Score: Raw -839216.671017 + Penalty 2907.360161 = -836309.310856
  nChanged 38
		SP:Iteration 65Q (47303.120000 sec): 3 clusters
  Score: Raw -839247.252073 + Penalty 2907.360161 = -836339.891912
  nChanged 48
		SP:Iteration 66Q (47303.330000 sec): 3 clusters
  Score: Raw -839277.831535 + Penalty 2907.360161 = -836370.471374
  nChanged 39
		SP:Iteration 67Q (47303.520000 sec): 3 clusters
  Score: Raw -839298.564953 + Penalty 2907.360161 = -836391.204792
  nChanged 30
		SP:Iteration 68Q (47303.750000 sec): 3 clusters
  Score: Raw -839314.848940 + Penalty 2907.360161 = -836407.488779
  nChanged 33
		SP:Iteration 69Q (47303.940000 sec): 3 clusters
  Score: Raw -839331.097484 + Penalty 2907.360161 = -836423.737323
  nChanged 26
		SP:Iteration 70Q (47304.120000 sec): 3 clusters
  Score: Raw -839345.397119 + Penalty 2907.360161 = -836438.036958
  nChanged 26
		SP:Iteration 71Q (47304.300000 sec): 3 clusters
  Score: Raw -839362.790377 + Penalty 2907.360161 = -836455.430216
  nChanged 21
		SP:Iteration 72Q (47304.530000 sec): 3 clusters
  Score: Raw -839374.374227 + Penalty 2907.360161 = -836467.014066
  nChanged 17
		SP:Iteration 73Q (47304.740000 sec): 3 clusters
  Score: Raw -839383.627073 + Penalty 2907.360161 = -836476.266912
  nChanged 14
		SP:Iteration 74Q (47304.910000 sec): 3 clusters
  Score: Raw -839388.501075 + Penalty 2907.360161 = -836481.140914
  nChanged 11
		SP:Iteration 75Q (47305.100000 sec): 3 clusters
  Score: Raw -839393.166594 + Penalty 2907.360161 = -836485.806433
  nChanged 12
		SP:Iteration 76Q (47305.340000 sec): 3 clusters
  Score: Raw -839399.392408 + Penalty 2907.360161 = -836492.032247
  nChanged 15
		SP:Iteration 77Q (47305.530000 sec): 3 clusters
  Score: Raw -839412.929131 + Penalty 2907.360161 = -836505.568970
  nChanged 18
		SP:Iteration 78Q (47305.790000 sec): 3 clusters
  Score: Raw -839427.447564 + Penalty 2907.360161 = -836520.087403
  nChanged 24
		SP:Iteration 79Q (47305.970000 sec): 3 clusters
  Score: Raw -839439.352009 + Penalty 2907.360161 = -836531.991848
  nChanged 20
		SP:Iteration 80F (47306.180000 sec): 3 clusters
  Score: Raw -839450.499253 + Penalty 2907.360161 = -836543.139092
  nChanged 17
		SP:Iteration 81Q (47306.380000 sec): 3 clusters
  Score: Raw -839460.249051 + Penalty 2907.360161 = -836552.888890
  nChanged 21
		SP:Iteration 82Q (47306.620000 sec): 3 clusters
  Score: Raw -839473.869415 + Penalty 2907.360161 = -836566.509253
  nChanged 20
		SP:Iteration 83Q (47306.810000 sec): 3 clusters
  Score: Raw -839485.297293 + Penalty 2907.360161 = -836577.937132
  nChanged 19
		SP:Iteration 84Q (47307.030000 sec): 3 clusters
  Score: Raw -839496.841270 + Penalty 2907.360161 = -836589.481109
  nChanged 14
		SP:Iteration 85Q (47307.200000 sec): 3 clusters
  Score: Raw -839506.794204 + Penalty 2907.360161 = -836599.434043
  nChanged 11
		SP:Iteration 86Q (47307.400000 sec): 3 clusters
  Score: Raw -839513.867116 + Penalty 2907.360161 = -836606.506955
  nChanged 7
		SP:Iteration 87Q (47307.580000 sec): 3 clusters
  Score: Raw -839518.172239 + Penalty 2907.360161 = -836610.812078
  nChanged 7
		SP:Iteration 88Q (47307.780000 sec): 3 clusters
  Score: Raw -839521.828401 + Penalty 2907.360161 = -836614.468240
  nChanged 5
		SP:Iteration 89Q (47307.940000 sec): 3 clusters
  Score: Raw -839523.746477 + Penalty 2907.360161 = -836616.386316
  nChanged 2
		SP:Iteration 90Q (47308.170000 sec): 3 clusters
  Score: Raw -839524.422398 + Penalty 2907.360161 = -836617.062237
  nChanged 1
		SP:Iteration 91Q (47308.400000 sec): 3 clusters
  Score: Raw -839525.201452 + Penalty 2907.360161 = -836617.841291
  nChanged 3
		SP:Iteration 92Q (47308.560000 sec): 3 clusters
  Score: Raw -839527.074891 + Penalty 2907.360161 = -836619.714730
  nChanged 3
		SP:Iteration 93Q (47308.780000 sec): 3 clusters
  Score: Raw -839528.673043 + Penalty 2907.360161 = -836621.312882
  nChanged 1
		SP:Iteration 94Q (47308.990000 sec): 3 clusters
  Score: Raw -839529.268010 + Penalty 2907.360161 = -836621.907849
  nChanged 0
		SP:Iteration 95F (47309.200000 sec): 3 clusters
  Score: Raw -839529.268010 + Penalty 2907.360161 = -836621.907849
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (61426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47309.570000 sec): 2 clusters
  Score: Raw -6540627.484043 + Penalty 1791.658128 = -6538835.825916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47310.130000 sec): 3 clusters
  Score: Raw -6501480.246629 + Penalty 3583.316255 = -6497896.930374
  nChanged 28998
		SP:Iteration 1F (47310.670000 sec): 3 clusters
  Score: Raw -6519122.444987 + Penalty 3583.316255 = -6515539.128732
  nChanged 3818
		SP:Iteration 2F (47311.210000 sec): 3 clusters
  Score: Raw -6521205.488655 + Penalty 3583.316255 = -6517622.172400
  nChanged 4196
		SP:Iteration 3F (47311.790000 sec): 3 clusters
  Score: Raw -6523724.059438 + Penalty 3583.316255 = -6520140.743183
  nChanged 4274
		SP:Iteration 4F (47312.280000 sec): 3 clusters
  Score: Raw -6526423.359688 + Penalty 3583.316255 = -6522840.043433
  nChanged 3991
		SP:Iteration 5F (47312.810000 sec): 3 clusters
  Score: Raw -6528923.112064 + Penalty 3583.316255 = -6525339.795809
  nChanged 3477
		SP:Iteration 6F (47313.300000 sec): 3 clusters
  Score: Raw -6530961.598076 + Penalty 3583.316255 = -6527378.281821
  nChanged 2909
		SP:Iteration 7Q (47313.810000 sec): 3 clusters
  Score: Raw -6532605.163426 + Penalty 3583.316255 = -6529021.847171
  nChanged 2424
		SP:Iteration 8Q (47314.360000 sec): 3 clusters
  Score: Raw -6533951.934471 + Penalty 3583.316255 = -6530368.618216
  nChanged 1978
		SP:Iteration 9Q (47314.860000 sec): 3 clusters
  Score: Raw -6534953.699237 + Penalty 3583.316255 = -6531370.382982
  nChanged 1581
		SP:Iteration 10Q (47315.330000 sec): 3 clusters
  Score: Raw -6535695.804083 + Penalty 3583.316255 = -6532112.487828
  nChanged 1436
		SP:Iteration 11Q (47315.880000 sec): 3 clusters
  Score: Raw -6536316.869843 + Penalty 3583.316255 = -6532733.553588
  nChanged 1363
		SP:Iteration 12Q (47316.450000 sec): 3 clusters
  Score: Raw -6536873.119587 + Penalty 3583.316255 = -6533289.803332
  nChanged 1285
		SP:Iteration 13Q (47316.990000 sec): 3 clusters
  Score: Raw -6537372.704341 + Penalty 3583.316255 = -6533789.388086
  nChanged 1215
		SP:Iteration 14Q (47317.540000 sec): 3 clusters
  Score: Raw -6537856.485577 + Penalty 3583.316255 = -6534273.169322
  nChanged 1178
		SP:Iteration 15Q (47318.070000 sec): 3 clusters
  Score: Raw -6538332.532810 + Penalty 3583.316255 = -6534749.216555
  nChanged 1015
		SP:Iteration 16Q (47318.590000 sec): 3 clusters
  Score: Raw -6538728.871642 + Penalty 3583.316255 = -6535145.555387
  nChanged 945
		SP:Iteration 17Q (47319.130000 sec): 3 clusters
  Score: Raw -6539116.197617 + Penalty 3583.316255 = -6535532.881362
  nChanged 834
		SP:Iteration 18Q (47319.690000 sec): 3 clusters
  Score: Raw -6539482.081965 + Penalty 3583.316255 = -6535898.765710
  nChanged 782
		SP:Iteration 19Q (47320.140000 sec): 3 clusters
  Score: Raw -6539827.803328 + Penalty 3583.316255 = -6536244.487073
  nChanged 685
		SP:Iteration 20F (47320.640000 sec): 3 clusters
  Score: Raw -6540116.920373 + Penalty 3583.316255 = -6536533.604117
  nChanged 571
		SP:Iteration 21Q (47321.120000 sec): 3 clusters
  Score: Raw -6540358.184070 + Penalty 3583.316255 = -6536774.867815
  nChanged 501
		SP:Iteration 22Q (47321.640000 sec): 3 clusters
  Score: Raw -6540562.209138 + Penalty 3583.316255 = -6536978.892883
  nChanged 388
		SP:Iteration 23Q (47322.190000 sec): 3 clusters
  Score: Raw -6540708.237722 + Penalty 3583.316255 = -6537124.921467
  nChanged 305
		SP:Iteration 24Q (47322.600000 sec): 3 clusters
  Score: Raw -6540818.788212 + Penalty 3583.316255 = -6537235.471957
  nChanged 247
		SP:Iteration 25Q (47323.000000 sec): 3 clusters
  Score: Raw -6540908.448764 + Penalty 3583.316255 = -6537325.132509
  nChanged 180
		SP:Iteration 26Q (47323.410000 sec): 3 clusters
  Score: Raw -6540962.291515 + Penalty 3583.316255 = -6537378.975259
  nChanged 132
		SP:Iteration 27Q (47323.830000 sec): 3 clusters
  Score: Raw -6541003.951269 + Penalty 3583.316255 = -6537420.635014
  nChanged 103
		SP:Iteration 28Q (47324.350000 sec): 3 clusters
  Score: Raw -6541035.096966 + Penalty 3583.316255 = -6537451.780711
  nChanged 87
		SP:Iteration 29Q (47324.870000 sec): 3 clusters
  Score: Raw -6541060.143350 + Penalty 3583.316255 = -6537476.827095
  nChanged 86
		SP:Iteration 30Q (47325.310000 sec): 3 clusters
  Score: Raw -6541082.859631 + Penalty 3583.316255 = -6537499.543376
  nChanged 52
		SP:Iteration 31Q (47325.710000 sec): 3 clusters
  Score: Raw -6541094.409926 + Penalty 3583.316255 = -6537511.093671
  nChanged 51
		SP:Iteration 32Q (47326.200000 sec): 3 clusters
  Score: Raw -6541106.260212 + Penalty 3583.316255 = -6537522.943957
  nChanged 42
		SP:Iteration 33Q (47326.730000 sec): 3 clusters
  Score: Raw -6541117.775660 + Penalty 3583.316255 = -6537534.459405
  nChanged 36
		SP:Iteration 34Q (47327.190000 sec): 3 clusters
  Score: Raw -6541125.685382 + Penalty 3583.316255 = -6537542.369127
  nChanged 27
		SP:Iteration 35Q (47327.610000 sec): 3 clusters
  Score: Raw -6541132.619319 + Penalty 3583.316255 = -6537549.303064
  nChanged 30
		SP:Iteration 36Q (47328.070000 sec): 3 clusters
  Score: Raw -6541140.770240 + Penalty 3583.316255 = -6537557.453985
  nChanged 26
		SP:Iteration 37Q (47328.480000 sec): 3 clusters
  Score: Raw -6541145.648774 + Penalty 3583.316255 = -6537562.332519
  nChanged 19
		SP:Iteration 38Q (47329.000000 sec): 3 clusters
  Score: Raw -6541149.579629 + Penalty 3583.316255 = -6537566.263374
  nChanged 17
		SP:Iteration 39Q (47329.500000 sec): 3 clusters
  Score: Raw -6541152.992964 + Penalty 3583.316255 = -6537569.676709
  nChanged 18
		SP:Iteration 40F (47330.010000 sec): 3 clusters
  Score: Raw -6541156.424588 + Penalty 3583.316255 = -6537573.108333
  nChanged 16
		SP:Iteration 41Q (47330.550000 sec): 3 clusters
  Score: Raw -6541159.830599 + Penalty 3583.316255 = -6537576.514344
  nChanged 18
		SP:Iteration 42Q (47331.010000 sec): 3 clusters
  Score: Raw -6541163.724610 + Penalty 3583.316255 = -6537580.408355
  nChanged 19
		SP:Iteration 43Q (47331.460000 sec): 3 clusters
  Score: Raw -6541168.990109 + Penalty 3583.316255 = -6537585.673854
  nChanged 20
		SP:Iteration 44Q (47331.880000 sec): 3 clusters
  Score: Raw -6541173.837003 + Penalty 3583.316255 = -6537590.520748
  nChanged 22
		SP:Iteration 45Q (47332.330000 sec): 3 clusters
  Score: Raw -6541179.786089 + Penalty 3583.316255 = -6537596.469834
  nChanged 17
		SP:Iteration 46Q (47332.800000 sec): 3 clusters
  Score: Raw -6541183.903885 + Penalty 3583.316255 = -6537600.587630
  nChanged 17
		SP:Iteration 47Q (47333.220000 sec): 3 clusters
  Score: Raw -6541186.994572 + Penalty 3583.316255 = -6537603.678317
  nChanged 14
		SP:Iteration 48Q (47333.660000 sec): 3 clusters
  Score: Raw -6541189.343948 + Penalty 3583.316255 = -6537606.027693
  nChanged 13
		SP:Iteration 49Q (47334.160000 sec): 3 clusters
  Score: Raw -6541192.408514 + Penalty 3583.316255 = -6537609.092259
  nChanged 10
		SP:Iteration 50Q (47334.630000 sec): 3 clusters
  Score: Raw -6541194.257381 + Penalty 3583.316255 = -6537610.941126
  nChanged 6
		SP:Iteration 51Q (47335.040000 sec): 3 clusters
  Score: Raw -6541196.081788 + Penalty 3583.316255 = -6537612.765533
  nChanged 7
		SP:Iteration 52Q (47335.510000 sec): 3 clusters
  Score: Raw -6541198.046632 + Penalty 3583.316255 = -6537614.730377
  nChanged 9
		SP:Iteration 53Q (47335.930000 sec): 3 clusters
  Score: Raw -6541199.841936 + Penalty 3583.316255 = -6537616.525681
  nChanged 9
		SP:Iteration 54Q (47336.400000 sec): 3 clusters
  Score: Raw -6541201.028966 + Penalty 3583.316255 = -6537617.712710
  nChanged 5
		SP:Iteration 55Q (47336.870000 sec): 3 clusters
  Score: Raw -6541201.729071 + Penalty 3583.316255 = -6537618.412815
  nChanged 4
		SP:Iteration 56Q (47337.370000 sec): 3 clusters
  Score: Raw -6541202.468231 + Penalty 3583.316255 = -6537619.151975
  nChanged 3
		SP:Iteration 57Q (47337.830000 sec): 3 clusters
  Score: Raw -6541203.342348 + Penalty 3583.316255 = -6537620.026093
  nChanged 5
		SP:Iteration 58Q (47338.270000 sec): 3 clusters
  Score: Raw -6541204.457584 + Penalty 3583.316255 = -6537621.141329
  nChanged 4
		SP:Iteration 59Q (47338.690000 sec): 3 clusters
  Score: Raw -6541205.216051 + Penalty 3583.316255 = -6537621.899796
  nChanged 6
		SP:Iteration 60F (47339.220000 sec): 3 clusters
  Score: Raw -6541207.380539 + Penalty 3583.316255 = -6537624.064284
  nChanged 12
		SP:Iteration 61Q (47339.680000 sec): 3 clusters
  Score: Raw -6541211.429079 + Penalty 3583.316255 = -6537628.112824
  nChanged 9
		SP:Iteration 62Q (47340.170000 sec): 3 clusters
  Score: Raw -6541213.191132 + Penalty 3583.316255 = -6537629.874877
  nChanged 9
		SP:Iteration 63Q (47340.610000 sec): 3 clusters
  Score: Raw -6541214.813412 + Penalty 3583.316255 = -6537631.497157
  nChanged 5
		SP:Iteration 64Q (47341.050000 sec): 3 clusters
  Score: Raw -6541215.739927 + Penalty 3583.316255 = -6537632.423672
  nChanged 6
		SP:Iteration 65Q (47341.470000 sec): 3 clusters
  Score: Raw -6541216.607997 + Penalty 3583.316255 = -6537633.291742
  nChanged 6
		SP:Iteration 66Q (47341.880000 sec): 3 clusters
  Score: Raw -6541217.563788 + Penalty 3583.316255 = -6537634.247533
  nChanged 5
		SP:Iteration 67Q (47342.290000 sec): 3 clusters
  Score: Raw -6541218.943943 + Penalty 3583.316255 = -6537635.627688
  nChanged 7
		SP:Iteration 68Q (47342.670000 sec): 3 clusters
  Score: Raw -6541219.867805 + Penalty 3583.316255 = -6537636.551550
  nChanged 4
		SP:Iteration 69Q (47343.090000 sec): 3 clusters
  Score: Raw -6541221.309657 + Penalty 3583.316255 = -6537637.993402
  nChanged 4
		SP:Iteration 70Q (47343.490000 sec): 3 clusters
  Score: Raw -6541223.152011 + Penalty 3583.316255 = -6537639.835756
  nChanged 5
		SP:Iteration 71Q (47343.870000 sec): 3 clusters
  Score: Raw -6541224.821479 + Penalty 3583.316255 = -6537641.505224
  nChanged 3
		SP:Iteration 72Q (47344.300000 sec): 3 clusters
  Score: Raw -6541225.640575 + Penalty 3583.316255 = -6537642.324320
  nChanged 4
		SP:Iteration 73Q (47344.790000 sec): 3 clusters
  Score: Raw -6541227.019485 + Penalty 3583.316255 = -6537643.703229
  nChanged 5
		SP:Iteration 74Q (47345.290000 sec): 3 clusters
  Score: Raw -6541228.158413 + Penalty 3583.316255 = -6537644.842158
  nChanged 4
		SP:Iteration 75Q (47345.790000 sec): 3 clusters
  Score: Raw -6541228.832614 + Penalty 3583.316255 = -6537645.516359
  nChanged 4
		SP:Iteration 76Q (47346.280000 sec): 3 clusters
  Score: Raw -6541229.922281 + Penalty 3583.316255 = -6537646.606026
  nChanged 6
		SP:Iteration 77Q (47346.720000 sec): 3 clusters
  Score: Raw -6541231.042108 + Penalty 3583.316255 = -6537647.725853
  nChanged 2
		SP:Iteration 78Q (47347.160000 sec): 3 clusters
  Score: Raw -6541231.800225 + Penalty 3583.316255 = -6537648.483970
  nChanged 4
		SP:Iteration 79Q (47347.590000 sec): 3 clusters
  Score: Raw -6541232.787518 + Penalty 3583.316255 = -6537649.471263
  nChanged 5
		SP:Iteration 80F (47348.060000 sec): 3 clusters
  Score: Raw -6541233.717305 + Penalty 3583.316255 = -6537650.401049
  nChanged 5
		SP:Iteration 81Q (47348.560000 sec): 3 clusters
  Score: Raw -6541234.727316 + Penalty 3583.316255 = -6537651.411061
  nChanged 1
		SP:Iteration 82Q (47348.940000 sec): 3 clusters
  Score: Raw -6541234.902931 + Penalty 3583.316255 = -6537651.586676
  nChanged 1
		SP:Iteration 83Q (47349.420000 sec): 3 clusters
  Score: Raw -6541235.131734 + Penalty 3583.316255 = -6537651.815479
  nChanged 1
		SP:Iteration 84Q (47349.910000 sec): 3 clusters
  Score: Raw -6541235.319138 + Penalty 3583.316255 = -6537652.002883
  nChanged 1
		SP:Iteration 85Q (47350.400000 sec): 3 clusters
  Score: Raw -6541235.559531 + Penalty 3583.316255 = -6537652.243276
  nChanged 1
		SP:Iteration 86Q (47350.950000 sec): 3 clusters
  Score: Raw -6541235.653676 + Penalty 3583.316255 = -6537652.337420
  nChanged 1
		SP:Iteration 87Q (47351.460000 sec): 3 clusters
  Score: Raw -6541235.787329 + Penalty 3583.316255 = -6537652.471074
  nChanged 1
		SP:Iteration 88Q (47351.870000 sec): 3 clusters
  Score: Raw -6541235.865611 + Penalty 3583.316255 = -6537652.549356
  nChanged 0
		SP:Iteration 89F (47352.350000 sec): 3 clusters
  Score: Raw -6541235.865611 + Penalty 3583.316255 = -6537652.549356
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (194226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47353.150000 sec): 2 clusters
  Score: Raw -20206912.440194 + Penalty 1978.726378 = -20204933.713816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47354.150000 sec): 3 clusters
  Score: Raw -20078115.250944 + Penalty 3957.452755 = -20074157.798189
  nChanged 94248
		SP:Iteration 1F (47355.170000 sec): 3 clusters
  Score: Raw -20135005.871279 + Penalty 3957.452755 = -20131048.418524
  nChanged 8080
		SP:Iteration 2Q (47356.370000 sec): 3 clusters
  Score: Raw -20137777.630696 + Penalty 3957.452755 = -20133820.177941
  nChanged 9159
		SP:Iteration 3Q (47357.490000 sec): 3 clusters
  Score: Raw -20141623.617514 + Penalty 3957.452755 = -20137666.164759
  nChanged 10510
		SP:Iteration 4F (47358.590000 sec): 3 clusters
  Score: Raw -20146831.806703 + Penalty 3957.452755 = -20142874.353947
  nChanged 11538
		SP:Iteration 5F (47359.860000 sec): 3 clusters
  Score: Raw -20153445.529434 + Penalty 3957.452755 = -20149488.076679
  nChanged 12143
		SP:Iteration 6F (47361.010000 sec): 3 clusters
  Score: Raw -20161206.564065 + Penalty 3957.452755 = -20157249.111310
  nChanged 12023
		SP:Iteration 7F (47362.080000 sec): 3 clusters
  Score: Raw -20169880.887121 + Penalty 3957.452755 = -20165923.434366
  nChanged 11481
		SP:Iteration 8F (47363.120000 sec): 3 clusters
  Score: Raw -20178998.728039 + Penalty 3957.452755 = -20175041.275284
  nChanged 10208
		SP:Iteration 9F (47364.140000 sec): 3 clusters
  Score: Raw -20187166.792319 + Penalty 3957.452755 = -20183209.339563
  nChanged 8199
		SP:Iteration 10Q (47365.250000 sec): 3 clusters
  Score: Raw -20193346.683692 + Penalty 3957.452755 = -20189389.230936
  nChanged 6273
		SP:Iteration 11Q (47366.650000 sec): 3 clusters
  Score: Raw -20197714.567078 + Penalty 3957.452755 = -20193757.114323
  nChanged 4876
		SP:Iteration 12Q (47367.870000 sec): 3 clusters
  Score: Raw -20200816.963810 + Penalty 3957.452755 = -20196859.511055
  nChanged 3792
		SP:Iteration 13Q (47368.880000 sec): 3 clusters
  Score: Raw -20203032.718041 + Penalty 3957.452755 = -20199075.265285
  nChanged 2921
		SP:Iteration 14Q (47370.160000 sec): 3 clusters
  Score: Raw -20204608.986357 + Penalty 3957.452755 = -20200651.533602
  nChanged 2231
		SP:Iteration 15Q (47371.210000 sec): 3 clusters
  Score: Raw -20205683.869944 + Penalty 3957.452755 = -20201726.417189
  nChanged 1671
		SP:Iteration 16Q (47372.170000 sec): 3 clusters
  Score: Raw -20206412.559544 + Penalty 3957.452755 = -20202455.106789
  nChanged 1247
		SP:Iteration 17Q (47373.300000 sec): 3 clusters
  Score: Raw -20206897.374955 + Penalty 3957.452755 = -20202939.922200
  nChanged 895
		SP:Iteration 18Q (47374.640000 sec): 3 clusters
  Score: Raw -20207230.884835 + Penalty 3957.452755 = -20203273.432080
  nChanged 727
		SP:Iteration 19Q (47375.660000 sec): 3 clusters
  Score: Raw -20207483.581346 + Penalty 3957.452755 = -20203526.128591
  nChanged 512
		SP:Iteration 20F (47376.710000 sec): 3 clusters
  Score: Raw -20207649.393352 + Penalty 3957.452755 = -20203691.940597
  nChanged 375
		SP:Iteration 21Q (47377.700000 sec): 3 clusters
  Score: Raw -20207756.527014 + Penalty 3957.452755 = -20203799.074259
  nChanged 281
		SP:Iteration 22Q (47378.650000 sec): 3 clusters
  Score: Raw -20207830.798018 + Penalty 3957.452755 = -20203873.345262
  nChanged 197
		SP:Iteration 23Q (47379.540000 sec): 3 clusters
  Score: Raw -20207876.724831 + Penalty 3957.452755 = -20203919.272076
  nChanged 159
		SP:Iteration 24Q (47380.480000 sec): 3 clusters
  Score: Raw -20207907.922495 + Penalty 3957.452755 = -20203950.469739
  nChanged 130
		SP:Iteration 25Q (47381.430000 sec): 3 clusters
  Score: Raw -20207936.125403 + Penalty 3957.452755 = -20203978.672647
  nChanged 110
		SP:Iteration 26Q (47382.320000 sec): 3 clusters
  Score: Raw -20207959.542965 + Penalty 3957.452755 = -20204002.090210
  nChanged 113
		SP:Iteration 27Q (47383.200000 sec): 3 clusters
  Score: Raw -20207982.122211 + Penalty 3957.452755 = -20204024.669455
  nChanged 80
		SP:Iteration 28Q (47384.060000 sec): 3 clusters
  Score: Raw -20207997.248342 + Penalty 3957.452755 = -20204039.795586
  nChanged 64
		SP:Iteration 29Q (47384.880000 sec): 3 clusters
  Score: Raw -20208007.708344 + Penalty 3957.452755 = -20204050.255589
  nChanged 49
		SP:Iteration 30Q (47385.760000 sec): 3 clusters
  Score: Raw -20208013.972856 + Penalty 3957.452755 = -20204056.520101
  nChanged 36
		SP:Iteration 31Q (47386.680000 sec): 3 clusters
  Score: Raw -20208019.487595 + Penalty 3957.452755 = -20204062.034839
  nChanged 37
		SP:Iteration 32Q (47387.580000 sec): 3 clusters
  Score: Raw -20208025.413080 + Penalty 3957.452755 = -20204067.960325
  nChanged 41
		SP:Iteration 33Q (47388.460000 sec): 3 clusters
  Score: Raw -20208030.889977 + Penalty 3957.452755 = -20204073.437222
  nChanged 31
		SP:Iteration 34Q (47389.480000 sec): 3 clusters
  Score: Raw -20208035.302303 + Penalty 3957.452755 = -20204077.849547
  nChanged 25
		SP:Iteration 35Q (47390.360000 sec): 3 clusters
  Score: Raw -20208038.091926 + Penalty 3957.452755 = -20204080.639170
  nChanged 18
		SP:Iteration 36Q (47391.270000 sec): 3 clusters
  Score: Raw -20208040.511331 + Penalty 3957.452755 = -20204083.058575
  nChanged 21
		SP:Iteration 37Q (47392.200000 sec): 3 clusters
  Score: Raw -20208043.369482 + Penalty 3957.452755 = -20204085.916727
  nChanged 30
		SP:Iteration 38Q (47393.190000 sec): 3 clusters
  Score: Raw -20208047.310348 + Penalty 3957.452755 = -20204089.857592
  nChanged 19
		SP:Iteration 39Q (47394.040000 sec): 3 clusters
  Score: Raw -20208049.720131 + Penalty 3957.452755 = -20204092.267375
  nChanged 20
		SP:Iteration 40F (47395.070000 sec): 3 clusters
  Score: Raw -20208051.874045 + Penalty 3957.452755 = -20204094.421290
  nChanged 13
		SP:Iteration 41Q (47395.910000 sec): 3 clusters
  Score: Raw -20208053.105317 + Penalty 3957.452755 = -20204095.652562
  nChanged 4
		SP:Iteration 42Q (47396.790000 sec): 3 clusters
  Score: Raw -20208053.666731 + Penalty 3957.452755 = -20204096.213976
  nChanged 5
		SP:Iteration 43Q (47397.720000 sec): 3 clusters
  Score: Raw -20208054.242271 + Penalty 3957.452755 = -20204096.789516
  nChanged 5
		SP:Iteration 44Q (47398.610000 sec): 3 clusters
  Score: Raw -20208054.704411 + Penalty 3957.452755 = -20204097.251656
  nChanged 5
		SP:Iteration 45Q (47399.450000 sec): 3 clusters
  Score: Raw -20208055.492071 + Penalty 3957.452755 = -20204098.039316
  nChanged 8
		SP:Iteration 46Q (47400.270000 sec): 3 clusters
  Score: Raw -20208056.885707 + Penalty 3957.452755 = -20204099.432952
  nChanged 12
		SP:Iteration 47Q (47401.220000 sec): 3 clusters
  Score: Raw -20208058.587748 + Penalty 3957.452755 = -20204101.134993
  nChanged 11
		SP:Iteration 48Q (47402.280000 sec): 3 clusters
  Score: Raw -20208060.191639 + Penalty 3957.452755 = -20204102.738884
  nChanged 11
		SP:Iteration 49Q (47403.240000 sec): 3 clusters
  Score: Raw -20208061.962074 + Penalty 3957.452755 = -20204104.509319
  nChanged 14
		SP:Iteration 50Q (47404.230000 sec): 3 clusters
  Score: Raw -20208063.915258 + Penalty 3957.452755 = -20204106.462503
  nChanged 10
		SP:Iteration 51Q (47405.110000 sec): 3 clusters
  Score: Raw -20208065.030045 + Penalty 3957.452755 = -20204107.577290
  nChanged 9
		SP:Iteration 52Q (47405.990000 sec): 3 clusters
  Score: Raw -20208066.006677 + Penalty 3957.452755 = -20204108.553922
  nChanged 5
		SP:Iteration 53Q (47406.890000 sec): 3 clusters
  Score: Raw -20208066.429815 + Penalty 3957.452755 = -20204108.977060
  nChanged 3
		SP:Iteration 54Q (47407.880000 sec): 3 clusters
  Score: Raw -20208066.670220 + Penalty 3957.452755 = -20204109.217465
  nChanged 4
		SP:Iteration 55Q (47409.010000 sec): 3 clusters
  Score: Raw -20208067.008982 + Penalty 3957.452755 = -20204109.556226
  nChanged 0
		SP:Iteration 56F (47410.050000 sec): 3 clusters
  Score: Raw -20208067.008982 + Penalty 3957.452755 = -20204109.556226
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (62437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47410.410000 sec): 2 clusters
  Score: Raw -6934856.795218 + Penalty 1794.310916 = -6933062.484302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47410.960000 sec): 3 clusters
  Score: Raw -6894888.996090 + Penalty 3588.621831 = -6891300.374259
  nChanged 29517
		SP:Iteration 1F (47411.430000 sec): 3 clusters
  Score: Raw -6911926.562166 + Penalty 3588.621831 = -6908337.940335
  nChanged 2804
		SP:Iteration 2Q (47411.980000 sec): 3 clusters
  Score: Raw -6912921.379914 + Penalty 3588.621831 = -6909332.758083
  nChanged 2908
		SP:Iteration 3Q (47412.550000 sec): 3 clusters
  Score: Raw -6914111.886433 + Penalty 3588.621831 = -6910523.264601
  nChanged 3069
		SP:Iteration 4Q (47413.040000 sec): 3 clusters
  Score: Raw -6915558.397465 + Penalty 3588.621831 = -6911969.775634
  nChanged 3290
		SP:Iteration 5F (47413.600000 sec): 3 clusters
  Score: Raw -6917507.243162 + Penalty 3588.621831 = -6913918.621331
  nChanged 3734
		SP:Iteration 6F (47414.050000 sec): 3 clusters
  Score: Raw -6920081.716111 + Penalty 3588.621831 = -6916493.094280
  nChanged 3857
		SP:Iteration 7F (47414.570000 sec): 3 clusters
  Score: Raw -6922927.414215 + Penalty 3588.621831 = -6919338.792384
  nChanged 3772
		SP:Iteration 8F (47415.120000 sec): 3 clusters
  Score: Raw -6925760.150751 + Penalty 3588.621831 = -6922171.528919
  nChanged 3341
		SP:Iteration 9F (47415.580000 sec): 3 clusters
  Score: Raw -6928217.997328 + Penalty 3588.621831 = -6924629.375496
  nChanged 2854
		SP:Iteration 10Q (47416.010000 sec): 3 clusters
  Score: Raw -6930321.680806 + Penalty 3588.621831 = -6926733.058975
  nChanged 2296
		SP:Iteration 11Q (47416.420000 sec): 3 clusters
  Score: Raw -6931950.748337 + Penalty 3588.621831 = -6928362.126506
  nChanged 1707
		SP:Iteration 12Q (47416.910000 sec): 3 clusters
  Score: Raw -6933084.208070 + Penalty 3588.621831 = -6929495.586239
  nChanged 1204
		SP:Iteration 13Q (47417.360000 sec): 3 clusters
  Score: Raw -6933858.726194 + Penalty 3588.621831 = -6930270.104363
  nChanged 865
		SP:Iteration 14Q (47417.830000 sec): 3 clusters
  Score: Raw -6934393.558148 + Penalty 3588.621831 = -6930804.936317
  nChanged 572
		SP:Iteration 15Q (47418.280000 sec): 3 clusters
  Score: Raw -6934715.821353 + Penalty 3588.621831 = -6931127.199522
  nChanged 371
		SP:Iteration 16Q (47418.710000 sec): 3 clusters
  Score: Raw -6934905.769611 + Penalty 3588.621831 = -6931317.147779
  nChanged 237
		SP:Iteration 17Q (47419.150000 sec): 3 clusters
  Score: Raw -6935028.683225 + Penalty 3588.621831 = -6931440.061393
  nChanged 174
		SP:Iteration 18Q (47419.610000 sec): 3 clusters
  Score: Raw -6935119.681450 + Penalty 3588.621831 = -6931531.059618
  nChanged 139
		SP:Iteration 19Q (47420.070000 sec): 3 clusters
  Score: Raw -6935178.559433 + Penalty 3588.621831 = -6931589.937602
  nChanged 104
		SP:Iteration 20F (47420.540000 sec): 3 clusters
  Score: Raw -6935221.665090 + Penalty 3588.621831 = -6931633.043259
  nChanged 65
		SP:Iteration 21Q (47421.030000 sec): 3 clusters
  Score: Raw -6935250.500763 + Penalty 3588.621831 = -6931661.878932
  nChanged 69
		SP:Iteration 22Q (47421.460000 sec): 3 clusters
  Score: Raw -6935280.203873 + Penalty 3588.621831 = -6931691.582041
  nChanged 65
		SP:Iteration 23Q (47422.010000 sec): 3 clusters
  Score: Raw -6935307.584906 + Penalty 3588.621831 = -6931718.963075
  nChanged 59
		SP:Iteration 24Q (47422.490000 sec): 3 clusters
  Score: Raw -6935331.399941 + Penalty 3588.621831 = -6931742.778109
  nChanged 43
		SP:Iteration 25Q (47422.960000 sec): 3 clusters
  Score: Raw -6935352.706642 + Penalty 3588.621831 = -6931764.084810
  nChanged 48
		SP:Iteration 26Q (47423.410000 sec): 3 clusters
  Score: Raw -6935370.297934 + Penalty 3588.621831 = -6931781.676102
  nChanged 37
		SP:Iteration 27Q (47423.870000 sec): 3 clusters
  Score: Raw -6935387.375352 + Penalty 3588.621831 = -6931798.753520
  nChanged 36
		SP:Iteration 28Q (47424.300000 sec): 3 clusters
  Score: Raw -6935403.111778 + Penalty 3588.621831 = -6931814.489946
  nChanged 38
		SP:Iteration 29Q (47424.700000 sec): 3 clusters
  Score: Raw -6935422.568656 + Penalty 3588.621831 = -6931833.946825
  nChanged 31
		SP:Iteration 30Q (47425.190000 sec): 3 clusters
  Score: Raw -6935434.372011 + Penalty 3588.621831 = -6931845.750180
  nChanged 33
		SP:Iteration 31Q (47425.630000 sec): 3 clusters
  Score: Raw -6935446.549574 + Penalty 3588.621831 = -6931857.927743
  nChanged 25
		SP:Iteration 32Q (47426.040000 sec): 3 clusters
  Score: Raw -6935456.543390 + Penalty 3588.621831 = -6931867.921558
  nChanged 32
		SP:Iteration 33Q (47426.480000 sec): 3 clusters
  Score: Raw -6935468.289649 + Penalty 3588.621831 = -6931879.667818
  nChanged 25
		SP:Iteration 34Q (47426.920000 sec): 3 clusters
  Score: Raw -6935477.623436 + Penalty 3588.621831 = -6931889.001605
  nChanged 18
		SP:Iteration 35Q (47427.380000 sec): 3 clusters
  Score: Raw -6935483.451522 + Penalty 3588.621831 = -6931894.829690
  nChanged 12
		SP:Iteration 36Q (47427.860000 sec): 3 clusters
  Score: Raw -6935488.747028 + Penalty 3588.621831 = -6931900.125196
  nChanged 18
		SP:Iteration 37Q (47428.340000 sec): 3 clusters
  Score: Raw -6935495.231295 + Penalty 3588.621831 = -6931906.609464
  nChanged 20
		SP:Iteration 38Q (47428.870000 sec): 3 clusters
  Score: Raw -6935503.073274 + Penalty 3588.621831 = -6931914.451443
  nChanged 14
		SP:Iteration 39Q (47429.330000 sec): 3 clusters
  Score: Raw -6935506.997389 + Penalty 3588.621831 = -6931918.375558
  nChanged 3
		SP:Iteration 40F (47429.800000 sec): 3 clusters
  Score: Raw -6935508.177146 + Penalty 3588.621831 = -6931919.555314
  nChanged 5
		SP:Iteration 41Q (47430.300000 sec): 3 clusters
  Score: Raw -6935510.095531 + Penalty 3588.621831 = -6931921.473700
  nChanged 9
		SP:Iteration 42Q (47430.730000 sec): 3 clusters
  Score: Raw -6935513.222523 + Penalty 3588.621831 = -6931924.600691
  nChanged 10
		SP:Iteration 43Q (47431.270000 sec): 3 clusters
  Score: Raw -6935516.988698 + Penalty 3588.621831 = -6931928.366867
  nChanged 9
		SP:Iteration 44Q (47431.760000 sec): 3 clusters
  Score: Raw -6935520.294221 + Penalty 3588.621831 = -6931931.672389
  nChanged 9
		SP:Iteration 45Q (47432.270000 sec): 3 clusters
  Score: Raw -6935522.499616 + Penalty 3588.621831 = -6931933.877784
  nChanged 1
		SP:Iteration 46Q (47432.710000 sec): 3 clusters
  Score: Raw -6935522.857265 + Penalty 3588.621831 = -6931934.235433
  nChanged 1
		SP:Iteration 47Q (47433.160000 sec): 3 clusters
  Score: Raw -6935523.435891 + Penalty 3588.621831 = -6931934.814059
  nChanged 6
		SP:Iteration 48Q (47433.690000 sec): 3 clusters
  Score: Raw -6935525.773801 + Penalty 3588.621831 = -6931937.151970
  nChanged 6
		SP:Iteration 49Q (47434.140000 sec): 3 clusters
  Score: Raw -6935527.858253 + Penalty 3588.621831 = -6931939.236421
  nChanged 4
		SP:Iteration 50Q (47434.610000 sec): 3 clusters
  Score: Raw -6935529.522465 + Penalty 3588.621831 = -6931940.900634
  nChanged 1
		SP:Iteration 51Q (47435.100000 sec): 3 clusters
  Score: Raw -6935529.814128 + Penalty 3588.621831 = -6931941.192297
  nChanged 0
		SP:Iteration 52F (47435.570000 sec): 3 clusters
  Score: Raw -6935529.814128 + Penalty 3588.621831 = -6931941.192297
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (18394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47435.730000 sec): 2 clusters
  Score: Raw -2013505.006850 + Penalty 1595.714218 = -2011909.292631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47436.010000 sec): 3 clusters
  Score: Raw -2002545.141713 + Penalty 3191.428436 = -1999353.713277
  nChanged 8288
		SP:Iteration 1F (47436.220000 sec): 3 clusters
  Score: Raw -2007065.229743 + Penalty 3191.428436 = -2003873.801307
  nChanged 1049
		SP:Iteration 2F (47436.500000 sec): 3 clusters
  Score: Raw -2007540.415985 + Penalty 3191.428436 = -2004348.987549
  nChanged 1044
		SP:Iteration 3F (47436.720000 sec): 3 clusters
  Score: Raw -2008043.261662 + Penalty 3191.428436 = -2004851.833226
  nChanged 999
		SP:Iteration 4F (47436.960000 sec): 3 clusters
  Score: Raw -2008538.941121 + Penalty 3191.428436 = -2005347.512685
  nChanged 959
		SP:Iteration 5F (47437.210000 sec): 3 clusters
  Score: Raw -2009018.763145 + Penalty 3191.428436 = -2005827.334709
  nChanged 971
		SP:Iteration 6F (47437.480000 sec): 3 clusters
  Score: Raw -2009553.652289 + Penalty 3191.428436 = -2006362.223853
  nChanged 937
		SP:Iteration 7F (47437.810000 sec): 3 clusters
  Score: Raw -2010090.906571 + Penalty 3191.428436 = -2006899.478135
  nChanged 916
		SP:Iteration 8Q (47438.050000 sec): 3 clusters
  Score: Raw -2010642.432965 + Penalty 3191.428436 = -2007451.004529
  nChanged 835
		SP:Iteration 9Q (47438.330000 sec): 3 clusters
  Score: Raw -2011219.283019 + Penalty 3191.428436 = -2008027.854583
  nChanged 800
		SP:Iteration 10Q (47438.580000 sec): 3 clusters
  Score: Raw -2011765.220156 + Penalty 3191.428436 = -2008573.791720
  nChanged 680
		SP:Iteration 11Q (47438.830000 sec): 3 clusters
  Score: Raw -2012243.299533 + Penalty 3191.428436 = -2009051.871097
  nChanged 548
		SP:Iteration 12Q (47439.110000 sec): 3 clusters
  Score: Raw -2012624.753945 + Penalty 3191.428436 = -2009433.325509
  nChanged 441
		SP:Iteration 13Q (47439.350000 sec): 3 clusters
  Score: Raw -2012920.444989 + Penalty 3191.428436 = -2009729.016553
  nChanged 341
		SP:Iteration 14Q (47439.630000 sec): 3 clusters
  Score: Raw -2013157.808686 + Penalty 3191.428436 = -2009966.380250
  nChanged 267
		SP:Iteration 15Q (47439.960000 sec): 3 clusters
  Score: Raw -2013342.709675 + Penalty 3191.428436 = -2010151.281239
  nChanged 210
		SP:Iteration 16Q (47440.210000 sec): 3 clusters
  Score: Raw -2013474.023668 + Penalty 3191.428436 = -2010282.595232
  nChanged 155
		SP:Iteration 17Q (47440.540000 sec): 3 clusters
  Score: Raw -2013559.379818 + Penalty 3191.428436 = -2010367.951382
  nChanged 115
		SP:Iteration 18Q (47440.830000 sec): 3 clusters
  Score: Raw -2013623.560895 + Penalty 3191.428436 = -2010432.132458
  nChanged 92
		SP:Iteration 19Q (47441.090000 sec): 3 clusters
  Score: Raw -2013673.358162 + Penalty 3191.428436 = -2010481.929726
  nChanged 73
		SP:Iteration 20F (47441.370000 sec): 3 clusters
  Score: Raw -2013713.466767 + Penalty 3191.428436 = -2010522.038331
  nChanged 61
		SP:Iteration 21Q (47441.700000 sec): 3 clusters
  Score: Raw -2013745.173141 + Penalty 3191.428436 = -2010553.744705
  nChanged 45
		SP:Iteration 22Q (47441.960000 sec): 3 clusters
  Score: Raw -2013765.589805 + Penalty 3191.428436 = -2010574.161369
  nChanged 34
		SP:Iteration 23Q (47442.230000 sec): 3 clusters
  Score: Raw -2013782.691863 + Penalty 3191.428436 = -2010591.263427
  nChanged 35
		SP:Iteration 24Q (47442.540000 sec): 3 clusters
  Score: Raw -2013799.960486 + Penalty 3191.428436 = -2010608.532050
  nChanged 34
		SP:Iteration 25Q (47442.830000 sec): 3 clusters
  Score: Raw -2013814.462428 + Penalty 3191.428436 = -2010623.033992
  nChanged 26
		SP:Iteration 26Q (47443.090000 sec): 3 clusters
  Score: Raw -2013825.670291 + Penalty 3191.428436 = -2010634.241855
  nChanged 21
		SP:Iteration 27Q (47443.390000 sec): 3 clusters
  Score: Raw -2013835.493644 + Penalty 3191.428436 = -2010644.065208
  nChanged 15
		SP:Iteration 28Q (47443.680000 sec): 3 clusters
  Score: Raw -2013841.309757 + Penalty 3191.428436 = -2010649.881321
  nChanged 7
		SP:Iteration 29Q (47443.980000 sec): 3 clusters
  Score: Raw -2013845.284491 + Penalty 3191.428436 = -2010653.856055
  nChanged 7
		SP:Iteration 30Q (47444.290000 sec): 3 clusters
  Score: Raw -2013848.714544 + Penalty 3191.428436 = -2010657.286107
  nChanged 8
		SP:Iteration 31Q (47444.610000 sec): 3 clusters
  Score: Raw -2013852.010727 + Penalty 3191.428436 = -2010660.582291
  nChanged 7
		SP:Iteration 32Q (47444.850000 sec): 3 clusters
  Score: Raw -2013854.804009 + Penalty 3191.428436 = -2010663.375573
  nChanged 3
		SP:Iteration 33Q (47445.170000 sec): 3 clusters
  Score: Raw -2013856.087289 + Penalty 3191.428436 = -2010664.658853
  nChanged 3
		SP:Iteration 34Q (47445.430000 sec): 3 clusters
  Score: Raw -2013857.143361 + Penalty 3191.428436 = -2010665.714925
  nChanged 3
		SP:Iteration 35Q (47445.710000 sec): 3 clusters
  Score: Raw -2013857.904907 + Penalty 3191.428436 = -2010666.476470
  nChanged 2
		SP:Iteration 36Q (47445.980000 sec): 3 clusters
  Score: Raw -2013858.331748 + Penalty 3191.428436 = -2010666.903312
  nChanged 2
		SP:Iteration 37Q (47446.240000 sec): 3 clusters
  Score: Raw -2013858.780626 + Penalty 3191.428436 = -2010667.352190
  nChanged 2
		SP:Iteration 38Q (47446.530000 sec): 3 clusters
  Score: Raw -2013859.288846 + Penalty 3191.428436 = -2010667.860409
  nChanged 3
		SP:Iteration 39Q (47446.860000 sec): 3 clusters
  Score: Raw -2013860.101711 + Penalty 3191.428436 = -2010668.673275
  nChanged 2
		SP:Iteration 40F (47447.130000 sec): 3 clusters
  Score: Raw -2013860.509381 + Penalty 3191.428436 = -2010669.080945
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (183337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47448.080000 sec): 2 clusters
  Score: Raw -20663525.226241 + Penalty 1969.350706 = -20661555.875535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47449.100000 sec): 3 clusters
  Score: Raw -20542463.328684 + Penalty 3938.701412 = -20538524.627272
  nChanged 88547
		SP:Iteration 1F (47450.280000 sec): 3 clusters
  Score: Raw -20596261.293523 + Penalty 3938.701412 = -20592322.592111
  nChanged 7121
		SP:Iteration 2Q (47451.380000 sec): 3 clusters
  Score: Raw -20598865.893841 + Penalty 3938.701412 = -20594927.192428
  nChanged 8588
		SP:Iteration 3Q (47452.450000 sec): 3 clusters
  Score: Raw -20602873.205046 + Penalty 3938.701412 = -20598934.503634
  nChanged 10789
		SP:Iteration 4F (47453.490000 sec): 3 clusters
  Score: Raw -20609032.591860 + Penalty 3938.701412 = -20605093.890447
  nChanged 13210
		SP:Iteration 5F (47454.700000 sec): 3 clusters
  Score: Raw -20618302.181022 + Penalty 3938.701412 = -20614363.479610
  nChanged 14894
		SP:Iteration 6F (47456.140000 sec): 3 clusters
  Score: Raw -20630503.904715 + Penalty 3938.701412 = -20626565.203303
  nChanged 14160
		SP:Iteration 7F (47457.540000 sec): 3 clusters
  Score: Raw -20643289.554399 + Penalty 3938.701412 = -20639350.852986
  nChanged 10742
		SP:Iteration 8F (47458.640000 sec): 3 clusters
  Score: Raw -20653348.425380 + Penalty 3938.701412 = -20649409.723968
  nChanged 6462
		SP:Iteration 9Q (47460.070000 sec): 3 clusters
  Score: Raw -20659032.849215 + Penalty 3938.701412 = -20655094.147803
  nChanged 3420
		SP:Iteration 10Q (47461.440000 sec): 3 clusters
  Score: Raw -20661631.358943 + Penalty 3938.701412 = -20657692.657531
  nChanged 2019
		SP:Iteration 11Q (47462.630000 sec): 3 clusters
  Score: Raw -20662939.106943 + Penalty 3938.701412 = -20659000.405531
  nChanged 1233
		SP:Iteration 12Q (47463.600000 sec): 3 clusters
  Score: Raw -20663588.895013 + Penalty 3938.701412 = -20659650.193600
  nChanged 821
		SP:Iteration 13Q (47464.460000 sec): 3 clusters
  Score: Raw -20663956.038571 + Penalty 3938.701412 = -20660017.337159
  nChanged 583
		SP:Iteration 14Q (47465.280000 sec): 3 clusters
  Score: Raw -20664181.080960 + Penalty 3938.701412 = -20660242.379547
  nChanged 432
		SP:Iteration 15Q (47466.140000 sec): 3 clusters
  Score: Raw -20664331.225410 + Penalty 3938.701412 = -20660392.523998
  nChanged 311
		SP:Iteration 16Q (47466.950000 sec): 3 clusters
  Score: Raw -20664423.942870 + Penalty 3938.701412 = -20660485.241458
  nChanged 226
		SP:Iteration 17Q (47467.900000 sec): 3 clusters
  Score: Raw -20664478.386930 + Penalty 3938.701412 = -20660539.685517
  nChanged 172
		SP:Iteration 18Q (47468.780000 sec): 3 clusters
  Score: Raw -20664518.669258 + Penalty 3938.701412 = -20660579.967845
  nChanged 123
		SP:Iteration 19Q (47469.730000 sec): 3 clusters
  Score: Raw -20664543.417185 + Penalty 3938.701412 = -20660604.715773
  nChanged 90
		SP:Iteration 20F (47470.790000 sec): 3 clusters
  Score: Raw -20664560.548875 + Penalty 3938.701412 = -20660621.847462
  nChanged 96
		SP:Iteration 21Q (47471.700000 sec): 3 clusters
  Score: Raw -20664578.264730 + Penalty 3938.701412 = -20660639.563318
  nChanged 76
		SP:Iteration 22Q (47472.610000 sec): 3 clusters
  Score: Raw -20664594.194130 + Penalty 3938.701412 = -20660655.492718
  nChanged 69
		SP:Iteration 23Q (47473.460000 sec): 3 clusters
  Score: Raw -20664607.066452 + Penalty 3938.701412 = -20660668.365040
  nChanged 55
		SP:Iteration 24Q (47474.260000 sec): 3 clusters
  Score: Raw -20664617.266063 + Penalty 3938.701412 = -20660678.564650
  nChanged 45
		SP:Iteration 25Q (47475.100000 sec): 3 clusters
  Score: Raw -20664625.795424 + Penalty 3938.701412 = -20660687.094012
  nChanged 51
		SP:Iteration 26Q (47476.020000 sec): 3 clusters
  Score: Raw -20664634.974430 + Penalty 3938.701412 = -20660696.273018
  nChanged 41
		SP:Iteration 27Q (47476.900000 sec): 3 clusters
  Score: Raw -20664641.067875 + Penalty 3938.701412 = -20660702.366463
  nChanged 38
		SP:Iteration 28Q (47477.880000 sec): 3 clusters
  Score: Raw -20664647.317054 + Penalty 3938.701412 = -20660708.615642
  nChanged 27
		SP:Iteration 29Q (47478.820000 sec): 3 clusters
  Score: Raw -20664651.310406 + Penalty 3938.701412 = -20660712.608994
  nChanged 26
		SP:Iteration 30Q (47479.530000 sec): 3 clusters
  Score: Raw -20664655.539243 + Penalty 3938.701412 = -20660716.837831
  nChanged 27
		SP:Iteration 31Q (47480.340000 sec): 3 clusters
  Score: Raw -20664659.191336 + Penalty 3938.701412 = -20660720.489924
  nChanged 23
		SP:Iteration 32Q (47481.150000 sec): 3 clusters
  Score: Raw -20664663.460339 + Penalty 3938.701412 = -20660724.758927
  nChanged 32
		SP:Iteration 33Q (47482.110000 sec): 3 clusters
  Score: Raw -20664667.301136 + Penalty 3938.701412 = -20660728.599724
  nChanged 20
		SP:Iteration 34Q (47483.040000 sec): 3 clusters
  Score: Raw -20664670.459000 + Penalty 3938.701412 = -20660731.757588
  nChanged 23
		SP:Iteration 35Q (47483.860000 sec): 3 clusters
  Score: Raw -20664674.287896 + Penalty 3938.701412 = -20660735.586483
  nChanged 25
		SP:Iteration 36Q (47484.730000 sec): 3 clusters
  Score: Raw -20664678.500268 + Penalty 3938.701412 = -20660739.798856
  nChanged 23
		SP:Iteration 37Q (47485.620000 sec): 3 clusters
  Score: Raw -20664681.992777 + Penalty 3938.701412 = -20660743.291364
  nChanged 22
		SP:Iteration 38Q (47486.460000 sec): 3 clusters
  Score: Raw -20664685.636411 + Penalty 3938.701412 = -20660746.934999
  nChanged 21
		SP:Iteration 39Q (47487.440000 sec): 3 clusters
  Score: Raw -20664688.614261 + Penalty 3938.701412 = -20660749.912848
  nChanged 20
		SP:Iteration 40F (47488.390000 sec): 3 clusters
  Score: Raw -20664691.618630 + Penalty 3938.701412 = -20660752.917217
  nChanged 15
		SP:Iteration 41Q (47489.210000 sec): 3 clusters
  Score: Raw -20664694.045880 + Penalty 3938.701412 = -20660755.344468
  nChanged 9
		SP:Iteration 42Q (47490.170000 sec): 3 clusters
  Score: Raw -20664695.503132 + Penalty 3938.701412 = -20660756.801720
  nChanged 8
		SP:Iteration 43Q (47491.080000 sec): 3 clusters
  Score: Raw -20664696.541429 + Penalty 3938.701412 = -20660757.840017
  nChanged 11
		SP:Iteration 44Q (47491.960000 sec): 3 clusters
  Score: Raw -20664698.024320 + Penalty 3938.701412 = -20660759.322908
  nChanged 5
		SP:Iteration 45Q (47492.820000 sec): 3 clusters
  Score: Raw -20664698.882740 + Penalty 3938.701412 = -20660760.181328
  nChanged 4
		SP:Iteration 46Q (47493.710000 sec): 3 clusters
  Score: Raw -20664699.354254 + Penalty 3938.701412 = -20660760.652842
  nChanged 3
		SP:Iteration 47Q (47494.580000 sec): 3 clusters
  Score: Raw -20664700.428585 + Penalty 3938.701412 = -20660761.727173
  nChanged 7
		SP:Iteration 48Q (47495.400000 sec): 3 clusters
  Score: Raw -20664701.619757 + Penalty 3938.701412 = -20660762.918344
  nChanged 10
		SP:Iteration 49Q (47496.260000 sec): 3 clusters
  Score: Raw -20664702.825692 + Penalty 3938.701412 = -20660764.124280
  nChanged 3
		SP:Iteration 50Q (47497.100000 sec): 3 clusters
  Score: Raw -20664703.419817 + Penalty 3938.701412 = -20660764.718404
  nChanged 3
		SP:Iteration 51Q (47497.920000 sec): 3 clusters
  Score: Raw -20664703.964781 + Penalty 3938.701412 = -20660765.263369
  nChanged 6
		SP:Iteration 52Q (47498.740000 sec): 3 clusters
  Score: Raw -20664704.909211 + Penalty 3938.701412 = -20660766.207799
  nChanged 11
		SP:Iteration 53Q (47499.620000 sec): 3 clusters
  Score: Raw -20664706.112886 + Penalty 3938.701412 = -20660767.411474
  nChanged 5
		SP:Iteration 54Q (47500.420000 sec): 3 clusters
  Score: Raw -20664706.900315 + Penalty 3938.701412 = -20660768.198902
  nChanged 4
		SP:Iteration 55Q (47501.320000 sec): 3 clusters
  Score: Raw -20664707.444883 + Penalty 3938.701412 = -20660768.743470
  nChanged 4
		SP:Iteration 56Q (47502.260000 sec): 3 clusters
  Score: Raw -20664707.962963 + Penalty 3938.701412 = -20660769.261551
  nChanged 2
		SP:Iteration 57Q (47503.100000 sec): 3 clusters
  Score: Raw -20664708.185058 + Penalty 3938.701412 = -20660769.483646
  nChanged 4
		SP:Iteration 58Q (47504.020000 sec): 3 clusters
  Score: Raw -20664708.775778 + Penalty 3938.701412 = -20660770.074366
  nChanged 2
		SP:Iteration 59Q (47504.880000 sec): 3 clusters
  Score: Raw -20664709.023871 + Penalty 3938.701412 = -20660770.322459
  nChanged 1
		SP:Iteration 60F (47505.890000 sec): 3 clusters
  Score: Raw -20664709.116217 + Penalty 3938.701412 = -20660770.414805
  nChanged 2
		SP:Iteration 61Q (47506.850000 sec): 3 clusters
  Score: Raw -20664709.298243 + Penalty 3938.701412 = -20660770.596831
  nChanged 1
		SP:Iteration 62Q (47507.800000 sec): 3 clusters
  Score: Raw -20664709.382612 + Penalty 3938.701412 = -20660770.681200
  nChanged 2
		SP:Iteration 63Q (47508.730000 sec): 3 clusters
  Score: Raw -20664709.567110 + Penalty 3938.701412 = -20660770.865698
  nChanged 1
		SP:Iteration 64Q (47509.570000 sec): 3 clusters
  Score: Raw -20664709.709597 + Penalty 3938.701412 = -20660771.008185
  nChanged 0
		SP:Iteration 65F (47510.570000 sec): 3 clusters
  Score: Raw -20664709.709597 + Penalty 3938.701412 = -20660771.008185
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (32329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47510.860000 sec): 2 clusters
  Score: Raw -3242927.118501 + Penalty 1687.354490 = -3241239.764011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47511.170000 sec): 3 clusters
  Score: Raw -3222929.745263 + Penalty 3374.708980 = -3219555.036283
  nChanged 15037
		SP:Iteration 1F (47511.500000 sec): 3 clusters
  Score: Raw -3231809.046950 + Penalty 3374.708980 = -3228434.337970
  nChanged 2032
		SP:Iteration 2F (47511.810000 sec): 3 clusters
  Score: Raw -3233006.879202 + Penalty 3374.708980 = -3229632.170222
  nChanged 2133
		SP:Iteration 3F (47512.130000 sec): 3 clusters
  Score: Raw -3234421.239899 + Penalty 3374.708980 = -3231046.530919
  nChanged 2231
		SP:Iteration 4F (47512.390000 sec): 3 clusters
  Score: Raw -3236009.429627 + Penalty 3374.708980 = -3232634.720647
  nChanged 2254
		SP:Iteration 5F (47512.750000 sec): 3 clusters
  Score: Raw -3237741.817703 + Penalty 3374.708980 = -3234367.108723
  nChanged 2093
		SP:Iteration 6F (47513.080000 sec): 3 clusters
  Score: Raw -3239276.213979 + Penalty 3374.708980 = -3235901.504998
  nChanged 1728
		SP:Iteration 7F (47513.390000 sec): 3 clusters
  Score: Raw -3240373.757679 + Penalty 3374.708980 = -3236999.048699
  nChanged 1340
		SP:Iteration 8Q (47513.710000 sec): 3 clusters
  Score: Raw -3241064.515559 + Penalty 3374.708980 = -3237689.806579
  nChanged 1009
		SP:Iteration 9Q (47514.020000 sec): 3 clusters
  Score: Raw -3241480.202150 + Penalty 3374.708980 = -3238105.493170
  nChanged 696
		SP:Iteration 10Q (47514.410000 sec): 3 clusters
  Score: Raw -3241721.752656 + Penalty 3374.708980 = -3238347.043675
  nChanged 522
		SP:Iteration 11Q (47514.720000 sec): 3 clusters
  Score: Raw -3241888.870758 + Penalty 3374.708980 = -3238514.161778
  nChanged 472
		SP:Iteration 12Q (47515.070000 sec): 3 clusters
  Score: Raw -3242033.441725 + Penalty 3374.708980 = -3238658.732745
  nChanged 436
		SP:Iteration 13Q (47515.430000 sec): 3 clusters
  Score: Raw -3242157.941155 + Penalty 3374.708980 = -3238783.232175
  nChanged 415
		SP:Iteration 14Q (47515.850000 sec): 3 clusters
  Score: Raw -3242277.701692 + Penalty 3374.708980 = -3238902.992712
  nChanged 447
		SP:Iteration 15Q (47516.190000 sec): 3 clusters
  Score: Raw -3242401.099704 + Penalty 3374.708980 = -3239026.390724
  nChanged 418
		SP:Iteration 16Q (47516.530000 sec): 3 clusters
  Score: Raw -3242508.848486 + Penalty 3374.708980 = -3239134.139506
  nChanged 400
		SP:Iteration 17Q (47516.920000 sec): 3 clusters
  Score: Raw -3242615.629991 + Penalty 3374.708980 = -3239240.921011
  nChanged 382
		SP:Iteration 18Q (47517.260000 sec): 3 clusters
  Score: Raw -3242732.915068 + Penalty 3374.708980 = -3239358.206088
  nChanged 377
		SP:Iteration 19Q (47517.590000 sec): 3 clusters
  Score: Raw -3242861.394782 + Penalty 3374.708980 = -3239486.685802
  nChanged 419
		SP:Iteration 20F (47517.970000 sec): 3 clusters
  Score: Raw -3243014.539817 + Penalty 3374.708980 = -3239639.830837
  nChanged 415
		SP:Iteration 21Q (47518.310000 sec): 3 clusters
  Score: Raw -3243156.381334 + Penalty 3374.708980 = -3239781.672354
  nChanged 370
		SP:Iteration 22Q (47518.690000 sec): 3 clusters
  Score: Raw -3243286.928088 + Penalty 3374.708980 = -3239912.219108
  nChanged 364
		SP:Iteration 23Q (47518.970000 sec): 3 clusters
  Score: Raw -3243415.561098 + Penalty 3374.708980 = -3240040.852118
  nChanged 344
		SP:Iteration 24Q (47519.320000 sec): 3 clusters
  Score: Raw -3243529.139402 + Penalty 3374.708980 = -3240154.430422
  nChanged 315
		SP:Iteration 25Q (47519.670000 sec): 3 clusters
  Score: Raw -3243624.854601 + Penalty 3374.708980 = -3240250.145620
  nChanged 294
		SP:Iteration 26Q (47519.980000 sec): 3 clusters
  Score: Raw -3243715.811052 + Penalty 3374.708980 = -3240341.102071
  nChanged 273
		SP:Iteration 27Q (47520.310000 sec): 3 clusters
  Score: Raw -3243790.271676 + Penalty 3374.708980 = -3240415.562696
  nChanged 246
		SP:Iteration 28Q (47520.690000 sec): 3 clusters
  Score: Raw -3243857.395398 + Penalty 3374.708980 = -3240482.686417
  nChanged 228
		SP:Iteration 29Q (47521.040000 sec): 3 clusters
  Score: Raw -3243919.124175 + Penalty 3374.708980 = -3240544.415195
  nChanged 204
		SP:Iteration 30Q (47521.380000 sec): 3 clusters
  Score: Raw -3243971.326482 + Penalty 3374.708980 = -3240596.617502
  nChanged 186
		SP:Iteration 31Q (47521.690000 sec): 3 clusters
  Score: Raw -3244018.705967 + Penalty 3374.708980 = -3240643.996987
  nChanged 198
		SP:Iteration 32Q (47522.000000 sec): 3 clusters
  Score: Raw -3244068.419568 + Penalty 3374.708980 = -3240693.710588
  nChanged 173
		SP:Iteration 33Q (47522.380000 sec): 3 clusters
  Score: Raw -3244115.872792 + Penalty 3374.708980 = -3240741.163812
  nChanged 145
		SP:Iteration 34Q (47522.710000 sec): 3 clusters
  Score: Raw -3244149.635128 + Penalty 3374.708980 = -3240774.926148
  nChanged 130
		SP:Iteration 35Q (47523.050000 sec): 3 clusters
  Score: Raw -3244179.789779 + Penalty 3374.708980 = -3240805.080798
  nChanged 119
		SP:Iteration 36Q (47523.360000 sec): 3 clusters
  Score: Raw -3244207.089772 + Penalty 3374.708980 = -3240832.380791
  nChanged 109
		SP:Iteration 37Q (47523.740000 sec): 3 clusters
  Score: Raw -3244229.730448 + Penalty 3374.708980 = -3240855.021468
  nChanged 93
		SP:Iteration 38Q (47524.060000 sec): 3 clusters
  Score: Raw -3244247.475376 + Penalty 3374.708980 = -3240872.766396
  nChanged 80
		SP:Iteration 39Q (47524.390000 sec): 3 clusters
  Score: Raw -3244261.691451 + Penalty 3374.708980 = -3240886.982471
  nChanged 64
		SP:Iteration 40F (47524.720000 sec): 3 clusters
  Score: Raw -3244273.092872 + Penalty 3374.708980 = -3240898.383892
  nChanged 61
		SP:Iteration 41Q (47525.100000 sec): 3 clusters
  Score: Raw -3244282.877211 + Penalty 3374.708980 = -3240908.168231
  nChanged 50
		SP:Iteration 42Q (47525.450000 sec): 3 clusters
  Score: Raw -3244291.036372 + Penalty 3374.708980 = -3240916.327392
  nChanged 42
		SP:Iteration 43Q (47525.800000 sec): 3 clusters
  Score: Raw -3244296.547986 + Penalty 3374.708980 = -3240921.839005
  nChanged 26
		SP:Iteration 44Q (47526.100000 sec): 3 clusters
  Score: Raw -3244300.074906 + Penalty 3374.708980 = -3240925.365926
  nChanged 21
		SP:Iteration 45Q (47526.480000 sec): 3 clusters
  Score: Raw -3244302.425305 + Penalty 3374.708980 = -3240927.716324
  nChanged 16
		SP:Iteration 46Q (47526.740000 sec): 3 clusters
  Score: Raw -3244304.896986 + Penalty 3374.708980 = -3240930.188005
  nChanged 18
		SP:Iteration 47Q (47527.060000 sec): 3 clusters
  Score: Raw -3244307.326873 + Penalty 3374.708980 = -3240932.617892
  nChanged 13
		SP:Iteration 48Q (47527.400000 sec): 3 clusters
  Score: Raw -3244308.455594 + Penalty 3374.708980 = -3240933.746614
  nChanged 13
		SP:Iteration 49Q (47527.770000 sec): 3 clusters
  Score: Raw -3244309.873561 + Penalty 3374.708980 = -3240935.164581
  nChanged 13
		SP:Iteration 50Q (47528.100000 sec): 3 clusters
  Score: Raw -3244311.781911 + Penalty 3374.708980 = -3240937.072931
  nChanged 12
		SP:Iteration 51Q (47528.420000 sec): 3 clusters
  Score: Raw -3244313.898075 + Penalty 3374.708980 = -3240939.189095
  nChanged 18
		SP:Iteration 52Q (47528.790000 sec): 3 clusters
  Score: Raw -3244316.251544 + Penalty 3374.708980 = -3240941.542564
  nChanged 20
		SP:Iteration 53Q (47529.070000 sec): 3 clusters
  Score: Raw -3244319.300242 + Penalty 3374.708980 = -3240944.591262
  nChanged 20
		SP:Iteration 54Q (47529.390000 sec): 3 clusters
  Score: Raw -3244321.831811 + Penalty 3374.708980 = -3240947.122831
  nChanged 19
		SP:Iteration 55Q (47529.700000 sec): 3 clusters
  Score: Raw -3244324.208956 + Penalty 3374.708980 = -3240949.499976
  nChanged 15
		SP:Iteration 56Q (47530.000000 sec): 3 clusters
  Score: Raw -3244326.225405 + Penalty 3374.708980 = -3240951.516425
  nChanged 15
		SP:Iteration 57Q (47530.280000 sec): 3 clusters
  Score: Raw -3244328.782143 + Penalty 3374.708980 = -3240954.073162
  nChanged 17
		SP:Iteration 58Q (47530.620000 sec): 3 clusters
  Score: Raw -3244331.385072 + Penalty 3374.708980 = -3240956.676092
  nChanged 18
		SP:Iteration 59Q (47530.900000 sec): 3 clusters
  Score: Raw -3244334.214656 + Penalty 3374.708980 = -3240959.505676
  nChanged 21
		SP:Iteration 60F (47531.240000 sec): 3 clusters
  Score: Raw -3244336.732207 + Penalty 3374.708980 = -3240962.023226
  nChanged 25
		SP:Iteration 61Q (47531.580000 sec): 3 clusters
  Score: Raw -3244339.543928 + Penalty 3374.708980 = -3240964.834947
  nChanged 16
		SP:Iteration 62Q (47531.920000 sec): 3 clusters
  Score: Raw -3244342.671731 + Penalty 3374.708980 = -3240967.962751
  nChanged 15
		SP:Iteration 63Q (47532.260000 sec): 3 clusters
  Score: Raw -3244345.505199 + Penalty 3374.708980 = -3240970.796219
  nChanged 17
		SP:Iteration 64Q (47532.580000 sec): 3 clusters
  Score: Raw -3244348.672304 + Penalty 3374.708980 = -3240973.963324
  nChanged 19
		SP:Iteration 65Q (47532.900000 sec): 3 clusters
  Score: Raw -3244351.944948 + Penalty 3374.708980 = -3240977.235968
  nChanged 24
		SP:Iteration 66Q (47533.230000 sec): 3 clusters
  Score: Raw -3244356.150622 + Penalty 3374.708980 = -3240981.441642
  nChanged 25
		SP:Iteration 67Q (47533.580000 sec): 3 clusters
  Score: Raw -3244360.450263 + Penalty 3374.708980 = -3240985.741282
  nChanged 22
		SP:Iteration 68Q (47533.920000 sec): 3 clusters
  Score: Raw -3244364.588139 + Penalty 3374.708980 = -3240989.879159
  nChanged 22
		SP:Iteration 69Q (47534.210000 sec): 3 clusters
  Score: Raw -3244368.121065 + Penalty 3374.708980 = -3240993.412085
  nChanged 18
		SP:Iteration 70Q (47534.550000 sec): 3 clusters
  Score: Raw -3244370.737739 + Penalty 3374.708980 = -3240996.028759
  nChanged 16
		SP:Iteration 71Q (47534.860000 sec): 3 clusters
  Score: Raw -3244373.015121 + Penalty 3374.708980 = -3240998.306141
  nChanged 16
		SP:Iteration 72Q (47535.230000 sec): 3 clusters
  Score: Raw -3244375.003016 + Penalty 3374.708980 = -3241000.294035
  nChanged 12
		SP:Iteration 73Q (47535.560000 sec): 3 clusters
  Score: Raw -3244376.442784 + Penalty 3374.708980 = -3241001.733804
  nChanged 12
		SP:Iteration 74Q (47535.930000 sec): 3 clusters
  Score: Raw -3244378.160432 + Penalty 3374.708980 = -3241003.451451
  nChanged 14
		SP:Iteration 75Q (47536.260000 sec): 3 clusters
  Score: Raw -3244380.130386 + Penalty 3374.708980 = -3241005.421406
  nChanged 10
		SP:Iteration 76Q (47536.570000 sec): 3 clusters
  Score: Raw -3244381.607093 + Penalty 3374.708980 = -3241006.898113
  nChanged 11
		SP:Iteration 77Q (47536.900000 sec): 3 clusters
  Score: Raw -3244382.631126 + Penalty 3374.708980 = -3241007.922146
  nChanged 10
		SP:Iteration 78Q (47537.210000 sec): 3 clusters
  Score: Raw -3244383.717932 + Penalty 3374.708980 = -3241009.008952
  nChanged 7
		SP:Iteration 79Q (47537.540000 sec): 3 clusters
  Score: Raw -3244384.704247 + Penalty 3374.708980 = -3241009.995267
  nChanged 7
		SP:Iteration 80F (47537.890000 sec): 3 clusters
  Score: Raw -3244385.150881 + Penalty 3374.708980 = -3241010.441901
  nChanged 3
		SP:Iteration 81Q (47538.230000 sec): 3 clusters
  Score: Raw -3244385.689135 + Penalty 3374.708980 = -3241010.980155
  nChanged 3
		SP:Iteration 82Q (47538.550000 sec): 3 clusters
  Score: Raw -3244386.224559 + Penalty 3374.708980 = -3241011.515579
  nChanged 4
		SP:Iteration 83Q (47538.860000 sec): 3 clusters
  Score: Raw -3244387.513372 + Penalty 3374.708980 = -3241012.804391
  nChanged 8
		SP:Iteration 84Q (47539.170000 sec): 3 clusters
  Score: Raw -3244389.096348 + Penalty 3374.708980 = -3241014.387368
  nChanged 10
		SP:Iteration 85Q (47539.460000 sec): 3 clusters
  Score: Raw -3244390.311082 + Penalty 3374.708980 = -3241015.602102
  nChanged 7
		SP:Iteration 86Q (47539.730000 sec): 3 clusters
  Score: Raw -3244391.228052 + Penalty 3374.708980 = -3241016.519072
  nChanged 3
		SP:Iteration 87Q (47540.020000 sec): 3 clusters
  Score: Raw -3244391.588772 + Penalty 3374.708980 = -3241016.879792
  nChanged 4
		SP:Iteration 88Q (47540.330000 sec): 3 clusters
  Score: Raw -3244392.618181 + Penalty 3374.708980 = -3241017.909200
  nChanged 5
		SP:Iteration 89Q (47540.660000 sec): 3 clusters
  Score: Raw -3244393.136283 + Penalty 3374.708980 = -3241018.427303
  nChanged 4
		SP:Iteration 90Q (47540.960000 sec): 3 clusters
  Score: Raw -3244393.615587 + Penalty 3374.708980 = -3241018.906607
  nChanged 6
		SP:Iteration 91Q (47541.260000 sec): 3 clusters
  Score: Raw -3244394.729230 + Penalty 3374.708980 = -3241020.020250
  nChanged 11
		SP:Iteration 92Q (47541.530000 sec): 3 clusters
  Score: Raw -3244396.283082 + Penalty 3374.708980 = -3241021.574101
  nChanged 8
		SP:Iteration 93Q (47541.840000 sec): 3 clusters
  Score: Raw -3244398.519221 + Penalty 3374.708980 = -3241023.810241
  nChanged 10
		SP:Iteration 94Q (47542.110000 sec): 3 clusters
  Score: Raw -3244400.099291 + Penalty 3374.708980 = -3241025.390310
  nChanged 11
		SP:Iteration 95Q (47542.450000 sec): 3 clusters
  Score: Raw -3244401.887731 + Penalty 3374.708980 = -3241027.178751
  nChanged 11
		SP:Iteration 96Q (47542.720000 sec): 3 clusters
  Score: Raw -3244403.613157 + Penalty 3374.708980 = -3241028.904176
  nChanged 9
		SP:Iteration 97Q (47543.030000 sec): 3 clusters
  Score: Raw -3244405.219145 + Penalty 3374.708980 = -3241030.510165
  nChanged 13
		SP:Iteration 98Q (47543.350000 sec): 3 clusters
  Score: Raw -3244407.025535 + Penalty 3374.708980 = -3241032.316555
  nChanged 11
		SP:Iteration 99Q (47543.640000 sec): 3 clusters
  Score: Raw -3244409.066475 + Penalty 3374.708980 = -3241034.357494
  nChanged 14
		SP:Iteration 100F (47543.980000 sec): 3 clusters
  Score: Raw -3244411.187601 + Penalty 3374.708980 = -3241036.478621
  nChanged 12
		SP:Iteration 101Q (47544.260000 sec): 3 clusters
  Score: Raw -3244413.009281 + Penalty 3374.708980 = -3241038.300301
  nChanged 13
		SP:Iteration 102Q (47544.570000 sec): 3 clusters
  Score: Raw -3244414.615258 + Penalty 3374.708980 = -3241039.906278
  nChanged 9
		SP:Iteration 103Q (47544.880000 sec): 3 clusters
  Score: Raw -3244416.392894 + Penalty 3374.708980 = -3241041.683914
  nChanged 11
		SP:Iteration 104Q (47545.200000 sec): 3 clusters
  Score: Raw -3244419.598979 + Penalty 3374.708980 = -3241044.889999
  nChanged 8
		SP:Iteration 105Q (47545.490000 sec): 3 clusters
  Score: Raw -3244421.803628 + Penalty 3374.708980 = -3241047.094648
  nChanged 14
		SP:Iteration 106Q (47545.810000 sec): 3 clusters
  Score: Raw -3244423.561192 + Penalty 3374.708980 = -3241048.852211
  nChanged 9
		SP:Iteration 107Q (47546.140000 sec): 3 clusters
  Score: Raw -3244425.500008 + Penalty 3374.708980 = -3241050.791027
  nChanged 16
		SP:Iteration 108Q (47546.460000 sec): 3 clusters
  Score: Raw -3244428.364982 + Penalty 3374.708980 = -3241053.656002
  nChanged 10
		SP:Iteration 109Q (47546.740000 sec): 3 clusters
  Score: Raw -3244430.094259 + Penalty 3374.708980 = -3241055.385278
  nChanged 9
		SP:Iteration 110Q (47547.030000 sec): 3 clusters
  Score: Raw -3244431.048114 + Penalty 3374.708980 = -3241056.339133
  nChanged 3
		SP:Iteration 111Q (47547.340000 sec): 3 clusters
  Score: Raw -3244431.426610 + Penalty 3374.708980 = -3241056.717629
  nChanged 3
		SP:Iteration 112Q (47547.650000 sec): 3 clusters
  Score: Raw -3244431.675620 + Penalty 3374.708980 = -3241056.966640
  nChanged 1
		SP:Iteration 113Q (47547.940000 sec): 3 clusters
  Score: Raw -3244431.718342 + Penalty 3374.708980 = -3241057.009361
  nChanged 0
		SP:Iteration 114F (47548.280000 sec): 3 clusters
  Score: Raw -3244431.718342 + Penalty 3374.708980 = -3241057.009361
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (16943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47548.440000 sec): 2 clusters
  Score: Raw -2007427.407397 + Penalty 1582.361633 = -2005845.045764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47548.680000 sec): 3 clusters
  Score: Raw -1997344.650360 + Penalty 3164.723266 = -1994179.927094
  nChanged 7655
		SP:Iteration 1F (47548.940000 sec): 3 clusters
  Score: Raw -2001427.898065 + Penalty 3164.723266 = -1998263.174799
  nChanged 923
		SP:Iteration 2F (47549.200000 sec): 3 clusters
  Score: Raw -2001795.884441 + Penalty 3164.723266 = -1998631.161175
  nChanged 830
		SP:Iteration 3Q (47549.450000 sec): 3 clusters
  Score: Raw -2002103.355444 + Penalty 3164.723266 = -1998938.632178
  nChanged 768
		SP:Iteration 4Q (47549.690000 sec): 3 clusters
  Score: Raw -2002459.413352 + Penalty 3164.723266 = -1999294.690087
  nChanged 828
		SP:Iteration 5Q (47549.960000 sec): 3 clusters
  Score: Raw -2002893.616918 + Penalty 3164.723266 = -1999728.893653
  nChanged 882
		SP:Iteration 6F (47550.190000 sec): 3 clusters
  Score: Raw -2003402.876204 + Penalty 3164.723266 = -2000238.152938
  nChanged 974
		SP:Iteration 7F (47550.460000 sec): 3 clusters
  Score: Raw -2003970.547592 + Penalty 3164.723266 = -2000805.824326
  nChanged 987
		SP:Iteration 8F (47550.680000 sec): 3 clusters
  Score: Raw -2004575.094634 + Penalty 3164.723266 = -2001410.371369
  nChanged 940
		SP:Iteration 9F (47550.940000 sec): 3 clusters
  Score: Raw -2005197.390845 + Penalty 3164.723266 = -2002032.667580
  nChanged 909
		SP:Iteration 10F (47551.250000 sec): 3 clusters
  Score: Raw -2005810.336862 + Penalty 3164.723266 = -2002645.613597
  nChanged 787
		SP:Iteration 11Q (47551.560000 sec): 3 clusters
  Score: Raw -2006385.527866 + Penalty 3164.723266 = -2003220.804600
  nChanged 695
		SP:Iteration 12Q (47551.770000 sec): 3 clusters
  Score: Raw -2006886.950812 + Penalty 3164.723266 = -2003722.227546
  nChanged 678
		SP:Iteration 13Q (47552.040000 sec): 3 clusters
  Score: Raw -2007320.452130 + Penalty 3164.723266 = -2004155.728864
  nChanged 607
		SP:Iteration 14Q (47552.330000 sec): 3 clusters
  Score: Raw -2007678.692303 + Penalty 3164.723266 = -2004513.969038
  nChanged 522
		SP:Iteration 15Q (47552.570000 sec): 3 clusters
  Score: Raw -2007978.624598 + Penalty 3164.723266 = -2004813.901332
  nChanged 502
		SP:Iteration 16Q (47552.850000 sec): 3 clusters
  Score: Raw -2008260.913666 + Penalty 3164.723266 = -2005096.190401
  nChanged 483
		SP:Iteration 17Q (47553.080000 sec): 3 clusters
  Score: Raw -2008518.440129 + Penalty 3164.723266 = -2005353.716864
  nChanged 453
		SP:Iteration 18Q (47553.310000 sec): 3 clusters
  Score: Raw -2008733.870351 + Penalty 3164.723266 = -2005569.147085
  nChanged 386
		SP:Iteration 19Q (47553.550000 sec): 3 clusters
  Score: Raw -2008909.224175 + Penalty 3164.723266 = -2005744.500909
  nChanged 379
		SP:Iteration 20F (47553.810000 sec): 3 clusters
  Score: Raw -2009072.730286 + Penalty 3164.723266 = -2005908.007021
  nChanged 303
		SP:Iteration 21Q (47554.060000 sec): 3 clusters
  Score: Raw -2009197.964459 + Penalty 3164.723266 = -2006033.241194
  nChanged 265
		SP:Iteration 22Q (47554.240000 sec): 3 clusters
  Score: Raw -2009297.369939 + Penalty 3164.723266 = -2006132.646673
  nChanged 220
		SP:Iteration 23Q (47554.460000 sec): 3 clusters
  Score: Raw -2009365.086291 + Penalty 3164.723266 = -2006200.363026
  nChanged 179
		SP:Iteration 24Q (47554.670000 sec): 3 clusters
  Score: Raw -2009415.440517 + Penalty 3164.723266 = -2006250.717252
  nChanged 130
		SP:Iteration 25Q (47554.930000 sec): 3 clusters
  Score: Raw -2009449.124034 + Penalty 3164.723266 = -2006284.400769
  nChanged 98
		SP:Iteration 26Q (47555.100000 sec): 3 clusters
  Score: Raw -2009471.162296 + Penalty 3164.723266 = -2006306.439031
  nChanged 81
		SP:Iteration 27Q (47555.350000 sec): 3 clusters
  Score: Raw -2009488.253031 + Penalty 3164.723266 = -2006323.529765
  nChanged 64
		SP:Iteration 28Q (47555.560000 sec): 3 clusters
  Score: Raw -2009501.599059 + Penalty 3164.723266 = -2006336.875794
  nChanged 52
		SP:Iteration 29Q (47555.800000 sec): 3 clusters
  Score: Raw -2009512.635304 + Penalty 3164.723266 = -2006347.912039
  nChanged 35
		SP:Iteration 30Q (47556.010000 sec): 3 clusters
  Score: Raw -2009518.930330 + Penalty 3164.723266 = -2006354.207064
  nChanged 31
		SP:Iteration 31Q (47556.270000 sec): 3 clusters
  Score: Raw -2009523.586161 + Penalty 3164.723266 = -2006358.862895
  nChanged 20
		SP:Iteration 32Q (47556.510000 sec): 3 clusters
  Score: Raw -2009526.406492 + Penalty 3164.723266 = -2006361.683226
  nChanged 14
		SP:Iteration 33Q (47556.740000 sec): 3 clusters
  Score: Raw -2009528.655058 + Penalty 3164.723266 = -2006363.931793
  nChanged 18
		SP:Iteration 34Q (47557.020000 sec): 3 clusters
  Score: Raw -2009531.557858 + Penalty 3164.723266 = -2006366.834592
  nChanged 19
		SP:Iteration 35Q (47557.270000 sec): 3 clusters
  Score: Raw -2009534.166313 + Penalty 3164.723266 = -2006369.443047
  nChanged 14
		SP:Iteration 36Q (47557.510000 sec): 3 clusters
  Score: Raw -2009535.914561 + Penalty 3164.723266 = -2006371.191296
  nChanged 9
		SP:Iteration 37Q (47557.750000 sec): 3 clusters
  Score: Raw -2009537.303514 + Penalty 3164.723266 = -2006372.580248
  nChanged 11
		SP:Iteration 38Q (47557.960000 sec): 3 clusters
  Score: Raw -2009539.104179 + Penalty 3164.723266 = -2006374.380913
  nChanged 13
		SP:Iteration 39Q (47558.240000 sec): 3 clusters
  Score: Raw -2009540.748149 + Penalty 3164.723266 = -2006376.024884
  nChanged 8
		SP:Iteration 40F (47558.470000 sec): 3 clusters
  Score: Raw -2009541.937189 + Penalty 3164.723266 = -2006377.213923
  nChanged 6
		SP:Iteration 41Q (47558.780000 sec): 3 clusters
  Score: Raw -2009542.686131 + Penalty 3164.723266 = -2006377.962866
  nChanged 7
		SP:Iteration 42Q (47558.990000 sec): 3 clusters
  Score: Raw -2009543.773132 + Penalty 3164.723266 = -2006379.049866
  nChanged 9
		SP:Iteration 43Q (47559.240000 sec): 3 clusters
  Score: Raw -2009544.808278 + Penalty 3164.723266 = -2006380.085012
  nChanged 8
		SP:Iteration 44Q (47559.540000 sec): 3 clusters
  Score: Raw -2009545.798146 + Penalty 3164.723266 = -2006381.074880
  nChanged 5
		SP:Iteration 45Q (47559.810000 sec): 3 clusters
  Score: Raw -2009546.273533 + Penalty 3164.723266 = -2006381.550268
  nChanged 6
		SP:Iteration 46Q (47560.100000 sec): 3 clusters
  Score: Raw -2009547.076521 + Penalty 3164.723266 = -2006382.353255
  nChanged 9
		SP:Iteration 47Q (47560.320000 sec): 3 clusters
  Score: Raw -2009548.497133 + Penalty 3164.723266 = -2006383.773867
  nChanged 14
		SP:Iteration 48Q (47560.580000 sec): 3 clusters
  Score: Raw -2009550.799478 + Penalty 3164.723266 = -2006386.076212
  nChanged 13
		SP:Iteration 49Q (47560.890000 sec): 3 clusters
  Score: Raw -2009552.336572 + Penalty 3164.723266 = -2006387.613307
  nChanged 8
		SP:Iteration 50Q (47561.130000 sec): 3 clusters
  Score: Raw -2009553.221565 + Penalty 3164.723266 = -2006388.498299
  nChanged 9
		SP:Iteration 51Q (47561.380000 sec): 3 clusters
  Score: Raw -2009554.366433 + Penalty 3164.723266 = -2006389.643168
  nChanged 8
		SP:Iteration 52Q (47561.650000 sec): 3 clusters
  Score: Raw -2009555.345955 + Penalty 3164.723266 = -2006390.622690
  nChanged 4
		SP:Iteration 53Q (47561.910000 sec): 3 clusters
  Score: Raw -2009555.748920 + Penalty 3164.723266 = -2006391.025655
  nChanged 5
		SP:Iteration 54Q (47562.170000 sec): 3 clusters
  Score: Raw -2009556.335718 + Penalty 3164.723266 = -2006391.612452
  nChanged 4
		SP:Iteration 55Q (47562.420000 sec): 3 clusters
  Score: Raw -2009556.816912 + Penalty 3164.723266 = -2006392.093647
  nChanged 3
		SP:Iteration 56Q (47562.630000 sec): 3 clusters
  Score: Raw -2009557.031239 + Penalty 3164.723266 = -2006392.307974
  nChanged 1
		SP:Iteration 57Q (47562.870000 sec): 3 clusters
  Score: Raw -2009557.315039 + Penalty 3164.723266 = -2006392.591773
  nChanged 3
		SP:Iteration 58Q (47563.130000 sec): 3 clusters
  Score: Raw -2009557.668588 + Penalty 3164.723266 = -2006392.945323
  nChanged 4
		SP:Iteration 59Q (47563.350000 sec): 3 clusters
  Score: Raw -2009558.212901 + Penalty 3164.723266 = -2006393.489635
  nChanged 5
		SP:Iteration 60F (47563.650000 sec): 3 clusters
  Score: Raw -2009558.893079 + Penalty 3164.723266 = -2006394.169813
  nChanged 4
		SP:Iteration 61Q (47563.900000 sec): 3 clusters
  Score: Raw -2009559.353407 + Penalty 3164.723266 = -2006394.630141
  nChanged 2
		SP:Iteration 62Q (47564.180000 sec): 3 clusters
  Score: Raw -2009559.502160 + Penalty 3164.723266 = -2006394.778895
  nChanged 1
		SP:Iteration 63Q (47564.400000 sec): 3 clusters
  Score: Raw -2009559.615877 + Penalty 3164.723266 = -2006394.892612
  nChanged 0
		SP:Iteration 64F (47564.670000 sec): 3 clusters
  Score: Raw -2009559.615877 + Penalty 3164.723266 = -2006394.892612
  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 11.42 GB.

 Trying to split cluster 35 (23005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47564.850000 sec): 2 clusters
  Score: Raw -2566589.294109 + Penalty 1632.063365 = -2564957.230744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47565.150000 sec): 3 clusters
  Score: Raw -2552670.010972 + Penalty 3264.126730 = -2549405.884242
  nChanged 10423
		SP:Iteration 1F (47565.420000 sec): 3 clusters
  Score: Raw -2558502.703793 + Penalty 3264.126730 = -2555238.577063
  nChanged 1201
		SP:Iteration 2F (47565.650000 sec): 3 clusters
  Score: Raw -2558979.790133 + Penalty 3264.126730 = -2555715.663402
  nChanged 1203
		SP:Iteration 3F (47565.940000 sec): 3 clusters
  Score: Raw -2559527.757294 + Penalty 3264.126730 = -2556263.630563
  nChanged 1209
		SP:Iteration 4F (47566.210000 sec): 3 clusters
  Score: Raw -2560097.224481 + Penalty 3264.126730 = -2556833.097751
  nChanged 1175
		SP:Iteration 5F (47566.480000 sec): 3 clusters
  Score: Raw -2560703.835784 + Penalty 3264.126730 = -2557439.709053
  nChanged 1117
		SP:Iteration 6Q (47566.710000 sec): 3 clusters
  Score: Raw -2561250.908130 + Penalty 3264.126730 = -2557986.781400
  nChanged 1083
		SP:Iteration 7Q (47566.990000 sec): 3 clusters
  Score: Raw -2561721.124643 + Penalty 3264.126730 = -2558456.997913
  nChanged 970
		SP:Iteration 8Q (47567.300000 sec): 3 clusters
  Score: Raw -2562168.555962 + Penalty 3264.126730 = -2558904.429232
  nChanged 887
		SP:Iteration 9Q (47567.590000 sec): 3 clusters
  Score: Raw -2562568.019650 + Penalty 3264.126730 = -2559303.892919
  nChanged 859
		SP:Iteration 10Q (47567.840000 sec): 3 clusters
  Score: Raw -2562952.605100 + Penalty 3264.126730 = -2559688.478370
  nChanged 846
		SP:Iteration 11Q (47568.170000 sec): 3 clusters
  Score: Raw -2563329.302889 + Penalty 3264.126730 = -2560065.176159
  nChanged 810
		SP:Iteration 12Q (47568.420000 sec): 3 clusters
  Score: Raw -2563689.676724 + Penalty 3264.126730 = -2560425.549993
  nChanged 756
		SP:Iteration 13Q (47568.730000 sec): 3 clusters
  Score: Raw -2564003.641614 + Penalty 3264.126730 = -2560739.514884
  nChanged 661
		SP:Iteration 14Q (47568.990000 sec): 3 clusters
  Score: Raw -2564261.530177 + Penalty 3264.126730 = -2560997.403446
  nChanged 577
		SP:Iteration 15Q (47569.290000 sec): 3 clusters
  Score: Raw -2564451.059657 + Penalty 3264.126730 = -2561186.932927
  nChanged 488
		SP:Iteration 16Q (47569.550000 sec): 3 clusters
  Score: Raw -2564609.690181 + Penalty 3264.126730 = -2561345.563450
  nChanged 431
		SP:Iteration 17Q (47569.790000 sec): 3 clusters
  Score: Raw -2564739.396292 + Penalty 3264.126730 = -2561475.269562
  nChanged 394
		SP:Iteration 18Q (47570.070000 sec): 3 clusters
  Score: Raw -2564852.088130 + Penalty 3264.126730 = -2561587.961400
  nChanged 343
		SP:Iteration 19Q (47570.330000 sec): 3 clusters
  Score: Raw -2564953.377006 + Penalty 3264.126730 = -2561689.250275
  nChanged 329
		SP:Iteration 20F (47570.600000 sec): 3 clusters
  Score: Raw -2565050.150232 + Penalty 3264.126730 = -2561786.023502
  nChanged 352
		SP:Iteration 21Q (47570.870000 sec): 3 clusters
  Score: Raw -2565168.305541 + Penalty 3264.126730 = -2561904.178811
  nChanged 359
		SP:Iteration 22Q (47571.160000 sec): 3 clusters
  Score: Raw -2565291.060666 + Penalty 3264.126730 = -2562026.933936
  nChanged 345
		SP:Iteration 23Q (47571.400000 sec): 3 clusters
  Score: Raw -2565400.470903 + Penalty 3264.126730 = -2562136.344172
  nChanged 324
		SP:Iteration 24Q (47571.680000 sec): 3 clusters
  Score: Raw -2565493.634247 + Penalty 3264.126730 = -2562229.507517
  nChanged 297
		SP:Iteration 25Q (47571.980000 sec): 3 clusters
  Score: Raw -2565585.705965 + Penalty 3264.126730 = -2562321.579234
  nChanged 295
		SP:Iteration 26Q (47572.300000 sec): 3 clusters
  Score: Raw -2565685.412009 + Penalty 3264.126730 = -2562421.285279
  nChanged 308
		SP:Iteration 27Q (47572.570000 sec): 3 clusters
  Score: Raw -2565783.200884 + Penalty 3264.126730 = -2562519.074153
  nChanged 269
		SP:Iteration 28Q (47572.930000 sec): 3 clusters
  Score: Raw -2565864.010207 + Penalty 3264.126730 = -2562599.883477
  nChanged 255
		SP:Iteration 29Q (47573.310000 sec): 3 clusters
  Score: Raw -2565942.774646 + Penalty 3264.126730 = -2562678.647915
  nChanged 263
		SP:Iteration 30Q (47573.650000 sec): 3 clusters
  Score: Raw -2566017.548023 + Penalty 3264.126730 = -2562753.421293
  nChanged 232
		SP:Iteration 31Q (47573.990000 sec): 3 clusters
  Score: Raw -2566079.317622 + Penalty 3264.126730 = -2562815.190892
  nChanged 216
		SP:Iteration 32Q (47574.320000 sec): 3 clusters
  Score: Raw -2566141.106313 + Penalty 3264.126730 = -2562876.979583
  nChanged 217
		SP:Iteration 33Q (47574.680000 sec): 3 clusters
  Score: Raw -2566203.890769 + Penalty 3264.126730 = -2562939.764039
  nChanged 210
		SP:Iteration 34Q (47574.990000 sec): 3 clusters
  Score: Raw -2566268.027939 + Penalty 3264.126730 = -2563003.901209
  nChanged 219
		SP:Iteration 35Q (47575.340000 sec): 3 clusters
  Score: Raw -2566329.953068 + Penalty 3264.126730 = -2563065.826338
  nChanged 187
		SP:Iteration 36Q (47575.600000 sec): 3 clusters
  Score: Raw -2566380.832350 + Penalty 3264.126730 = -2563116.705620
  nChanged 170
		SP:Iteration 37Q (47575.910000 sec): 3 clusters
  Score: Raw -2566427.153896 + Penalty 3264.126730 = -2563163.027165
  nChanged 167
		SP:Iteration 38Q (47576.200000 sec): 3 clusters
  Score: Raw -2566473.384163 + Penalty 3264.126730 = -2563209.257432
  nChanged 155
		SP:Iteration 39Q (47576.550000 sec): 3 clusters
  Score: Raw -2566518.145875 + Penalty 3264.126730 = -2563254.019145
  nChanged 153
		SP:Iteration 40F (47576.830000 sec): 3 clusters
  Score: Raw -2566564.509638 + Penalty 3264.126730 = -2563300.382907
  nChanged 169
		SP:Iteration 41Q (47577.160000 sec): 3 clusters
  Score: Raw -2566619.288073 + Penalty 3264.126730 = -2563355.161343
  nChanged 189
		SP:Iteration 42Q (47577.490000 sec): 3 clusters
  Score: Raw -2566679.649566 + Penalty 3264.126730 = -2563415.522836
  nChanged 179
		SP:Iteration 43Q (47577.800000 sec): 3 clusters
  Score: Raw -2566733.465372 + Penalty 3264.126730 = -2563469.338642
  nChanged 174
		SP:Iteration 44Q (47578.100000 sec): 3 clusters
  Score: Raw -2566787.699285 + Penalty 3264.126730 = -2563523.572555
  nChanged 167
		SP:Iteration 45Q (47578.390000 sec): 3 clusters
  Score: Raw -2566833.698423 + Penalty 3264.126730 = -2563569.571693
  nChanged 141
		SP:Iteration 46Q (47578.680000 sec): 3 clusters
  Score: Raw -2566870.065688 + Penalty 3264.126730 = -2563605.938958
  nChanged 135
		SP:Iteration 47Q (47579.020000 sec): 3 clusters
  Score: Raw -2566899.363720 + Penalty 3264.126730 = -2563635.236989
  nChanged 111
		SP:Iteration 48Q (47579.310000 sec): 3 clusters
  Score: Raw -2566923.189720 + Penalty 3264.126730 = -2563659.062989
  nChanged 112
		SP:Iteration 49Q (47579.640000 sec): 3 clusters
  Score: Raw -2566948.150212 + Penalty 3264.126730 = -2563684.023481
  nChanged 112
		SP:Iteration 50Q (47579.920000 sec): 3 clusters
  Score: Raw -2566971.424383 + Penalty 3264.126730 = -2563707.297652
  nChanged 91
		SP:Iteration 51Q (47580.190000 sec): 3 clusters
  Score: Raw -2566989.554293 + Penalty 3264.126730 = -2563725.427563
  nChanged 72
		SP:Iteration 52Q (47580.490000 sec): 3 clusters
  Score: Raw -2567003.893378 + Penalty 3264.126730 = -2563739.766648
  nChanged 67
		SP:Iteration 53Q (47580.810000 sec): 3 clusters
  Score: Raw -2567015.619767 + Penalty 3264.126730 = -2563751.493036
  nChanged 67
		SP:Iteration 54Q (47581.110000 sec): 3 clusters
  Score: Raw -2567027.565854 + Penalty 3264.126730 = -2563763.439124
  nChanged 58
		SP:Iteration 55Q (47581.390000 sec): 3 clusters
  Score: Raw -2567037.334128 + Penalty 3264.126730 = -2563773.207398
  nChanged 52
		SP:Iteration 56Q (47581.680000 sec): 3 clusters
  Score: Raw -2567045.858978 + Penalty 3264.126730 = -2563781.732247
  nChanged 47
		SP:Iteration 57Q (47582.010000 sec): 3 clusters
  Score: Raw -2567054.853240 + Penalty 3264.126730 = -2563790.726509
  nChanged 48
		SP:Iteration 58Q (47582.310000 sec): 3 clusters
  Score: Raw -2567062.593565 + Penalty 3264.126730 = -2563798.466835
  nChanged 44
		SP:Iteration 59Q (47582.640000 sec): 3 clusters
  Score: Raw -2567071.473413 + Penalty 3264.126730 = -2563807.346682
  nChanged 45
		SP:Iteration 60F (47582.920000 sec): 3 clusters
  Score: Raw -2567080.350574 + Penalty 3264.126730 = -2563816.223843
  nChanged 41
		SP:Iteration 61Q (47583.190000 sec): 3 clusters
  Score: Raw -2567088.383316 + Penalty 3264.126730 = -2563824.256586
  nChanged 35
		SP:Iteration 62Q (47583.500000 sec): 3 clusters
  Score: Raw -2567094.531942 + Penalty 3264.126730 = -2563830.405211
  nChanged 31
		SP:Iteration 63Q (47583.750000 sec): 3 clusters
  Score: Raw -2567100.023815 + Penalty 3264.126730 = -2563835.897085
  nChanged 33
		SP:Iteration 64Q (47584.010000 sec): 3 clusters
  Score: Raw -2567105.495134 + Penalty 3264.126730 = -2563841.368404
  nChanged 22
		SP:Iteration 65Q (47584.270000 sec): 3 clusters
  Score: Raw -2567109.634283 + Penalty 3264.126730 = -2563845.507553
  nChanged 29
		SP:Iteration 66Q (47584.530000 sec): 3 clusters
  Score: Raw -2567115.571363 + Penalty 3264.126730 = -2563851.444633
  nChanged 39
		SP:Iteration 67Q (47584.840000 sec): 3 clusters
  Score: Raw -2567121.363243 + Penalty 3264.126730 = -2563857.236513
  nChanged 34
		SP:Iteration 68Q (47585.150000 sec): 3 clusters
  Score: Raw -2567127.863479 + Penalty 3264.126730 = -2563863.736748
  nChanged 32
		SP:Iteration 69Q (47585.390000 sec): 3 clusters
  Score: Raw -2567133.928799 + Penalty 3264.126730 = -2563869.802068
  nChanged 36
		SP:Iteration 70Q (47585.740000 sec): 3 clusters
  Score: Raw -2567140.354172 + Penalty 3264.126730 = -2563876.227442
  nChanged 32
		SP:Iteration 71Q (47586.000000 sec): 3 clusters
  Score: Raw -2567146.571019 + Penalty 3264.126730 = -2563882.444288
  nChanged 39
		SP:Iteration 72Q (47586.290000 sec): 3 clusters
  Score: Raw -2567152.431253 + Penalty 3264.126730 = -2563888.304522
  nChanged 31
		SP:Iteration 73Q (47586.590000 sec): 3 clusters
  Score: Raw -2567157.893171 + Penalty 3264.126730 = -2563893.766440
  nChanged 33
		SP:Iteration 74Q (47586.880000 sec): 3 clusters
  Score: Raw -2567163.077791 + Penalty 3264.126730 = -2563898.951061
  nChanged 26
		SP:Iteration 75Q (47587.200000 sec): 3 clusters
  Score: Raw -2567167.184748 + Penalty 3264.126730 = -2563903.058018
  nChanged 21
		SP:Iteration 76Q (47587.490000 sec): 3 clusters
  Score: Raw -2567170.621313 + Penalty 3264.126730 = -2563906.494583
  nChanged 13
		SP:Iteration 77Q (47587.850000 sec): 3 clusters
  Score: Raw -2567173.130832 + Penalty 3264.126730 = -2563909.004102
  nChanged 20
		SP:Iteration 78Q (47588.130000 sec): 3 clusters
  Score: Raw -2567177.285558 + Penalty 3264.126730 = -2563913.158828
  nChanged 25
		SP:Iteration 79Q (47588.400000 sec): 3 clusters
  Score: Raw -2567181.800257 + Penalty 3264.126730 = -2563917.673527
  nChanged 21
		SP:Iteration 80F (47588.740000 sec): 3 clusters
  Score: Raw -2567184.587485 + Penalty 3264.126730 = -2563920.460755
  nChanged 20
		SP:Iteration 81Q (47589.040000 sec): 3 clusters
  Score: Raw -2567187.498231 + Penalty 3264.126730 = -2563923.371500
  nChanged 29
		SP:Iteration 82Q (47589.280000 sec): 3 clusters
  Score: Raw -2567192.990072 + Penalty 3264.126730 = -2563928.863342
  nChanged 25
		SP:Iteration 83Q (47589.600000 sec): 3 clusters
  Score: Raw -2567197.188346 + Penalty 3264.126730 = -2563933.061616
  nChanged 24
		SP:Iteration 84Q (47589.890000 sec): 3 clusters
  Score: Raw -2567201.524744 + Penalty 3264.126730 = -2563937.398013
  nChanged 17
		SP:Iteration 85Q (47590.210000 sec): 3 clusters
  Score: Raw -2567203.875217 + Penalty 3264.126730 = -2563939.748487
  nChanged 16
		SP:Iteration 86Q (47590.480000 sec): 3 clusters
  Score: Raw -2567206.691316 + Penalty 3264.126730 = -2563942.564585
  nChanged 12
		SP:Iteration 87Q (47590.710000 sec): 3 clusters
  Score: Raw -2567208.344643 + Penalty 3264.126730 = -2563944.217913
  nChanged 10
		SP:Iteration 88Q (47591.000000 sec): 3 clusters
  Score: Raw -2567209.677798 + Penalty 3264.126730 = -2563945.551068
  nChanged 8
		SP:Iteration 89Q (47591.250000 sec): 3 clusters
  Score: Raw -2567210.699541 + Penalty 3264.126730 = -2563946.572811
  nChanged 10
		SP:Iteration 90Q (47591.570000 sec): 3 clusters
  Score: Raw -2567212.384230 + Penalty 3264.126730 = -2563948.257500
  nChanged 11
		SP:Iteration 91Q (47591.900000 sec): 3 clusters
  Score: Raw -2567213.479622 + Penalty 3264.126730 = -2563949.352892
  nChanged 8
		SP:Iteration 92Q (47592.220000 sec): 3 clusters
  Score: Raw -2567214.545985 + Penalty 3264.126730 = -2563950.419255
  nChanged 6
		SP:Iteration 93Q (47592.540000 sec): 3 clusters
  Score: Raw -2567215.136268 + Penalty 3264.126730 = -2563951.009538
  nChanged 5
		SP:Iteration 94Q (47592.840000 sec): 3 clusters
  Score: Raw -2567215.898941 + Penalty 3264.126730 = -2563951.772210
  nChanged 6
		SP:Iteration 95Q (47593.140000 sec): 3 clusters
  Score: Raw -2567216.777946 + Penalty 3264.126730 = -2563952.651216
  nChanged 5
		SP:Iteration 96Q (47593.400000 sec): 3 clusters
  Score: Raw -2567217.350043 + Penalty 3264.126730 = -2563953.223312
  nChanged 6
		SP:Iteration 97Q (47593.740000 sec): 3 clusters
  Score: Raw -2567218.062843 + Penalty 3264.126730 = -2563953.936113
  nChanged 5
		SP:Iteration 98Q (47594.040000 sec): 3 clusters
  Score: Raw -2567219.003038 + Penalty 3264.126730 = -2563954.876308
  nChanged 6
		SP:Iteration 99Q (47594.320000 sec): 3 clusters
  Score: Raw -2567219.806094 + Penalty 3264.126730 = -2563955.679364
  nChanged 3
		SP:Iteration 100F (47594.670000 sec): 3 clusters
  Score: Raw -2567220.338315 + Penalty 3264.126730 = -2563956.211585
  nChanged 3
		SP:Iteration 101Q (47594.970000 sec): 3 clusters
  Score: Raw -2567220.735132 + Penalty 3264.126730 = -2563956.608402
  nChanged 3
		SP:Iteration 102Q (47595.240000 sec): 3 clusters
  Score: Raw -2567221.091859 + Penalty 3264.126730 = -2563956.965129
  nChanged 2
		SP:Iteration 103Q (47595.520000 sec): 3 clusters
  Score: Raw -2567221.310332 + Penalty 3264.126730 = -2563957.183602
  nChanged 2
		SP:Iteration 104Q (47595.910000 sec): 3 clusters
  Score: Raw -2567221.501836 + Penalty 3264.126730 = -2563957.375105
  nChanged 3
		SP:Iteration 105Q (47596.230000 sec): 3 clusters
  Score: Raw -2567221.760705 + Penalty 3264.126730 = -2563957.633975
  nChanged 3
		SP:Iteration 106Q (47596.520000 sec): 3 clusters
  Score: Raw -2567221.962669 + Penalty 3264.126730 = -2563957.835939
  nChanged 3
		SP:Iteration 107Q (47596.940000 sec): 3 clusters
  Score: Raw -2567222.319354 + Penalty 3264.126730 = -2563958.192623
  nChanged 1
		SP:Iteration 108Q (47597.200000 sec): 3 clusters
  Score: Raw -2567222.451244 + Penalty 3264.126730 = -2563958.324513
  nChanged 0
		SP:Iteration 109F (47597.570000 sec): 3 clusters
  Score: Raw -2567222.451244 + Penalty 3264.126730 = -2563958.324513
  nChanged 0
Iteration 59Q (47665.780000 sec): 46 clusters
  Score: Raw -168986127.320948 + Penalty 104243.236253 = -168881884.084696
  nChanged 18358
Iteration 60F (47785.150000 sec): 46 clusters
  Score: Raw -168993133.386415 + Penalty 104243.236253 = -168888890.150162
  nChanged 17780
Iteration 61Q (47847.330000 sec): 46 clusters
  Score: Raw -168997202.514964 + Penalty 104243.236253 = -168892959.278711
  nChanged 14485
Iteration 62Q (47924.620000 sec): 46 clusters
  Score: Raw -169000148.944899 + Penalty 104243.236253 = -168895905.708647
  nChanged 13018
Iteration 63Q (47996.210000 sec): 46 clusters
  Score: Raw -169002548.351154 + Penalty 104243.236253 = -168898305.114901
  nChanged 11981
Iteration 64Q (48065.180000 sec): 46 clusters
  Score: Raw -169004382.425944 + Penalty 104243.236253 = -168900139.189691
  nChanged 11196
Iteration 65Q (48142.520000 sec): 46 clusters
  Score: Raw -169005898.185300 + Penalty 104243.236253 = -168901654.949048
  nChanged 10325
Iteration 66Q (48216.080000 sec): 46 clusters
  Score: Raw -169007205.583265 + Penalty 104243.236253 = -168902962.347012
  nChanged 9621
Iteration 67Q (48292.070000 sec): 46 clusters
  Score: Raw -169008361.272123 + Penalty 104243.236253 = -168904118.035871
  nChanged 9260
Iteration 68Q (48357.330000 sec): 46 clusters
  Score: Raw -169009404.820050 + Penalty 104243.236253 = -168905161.583798
  nChanged 8726
Iteration 69Q (48428.720000 sec): 46 clusters
  Score: Raw -169010361.765002 + Penalty 104243.236253 = -168906118.528749
  nChanged 8265
Iteration 70Q (48487.790000 sec): 46 clusters
  Score: Raw -169011206.898957 + Penalty 104243.236253 = -168906963.662705
  nChanged 7840
Iteration 71Q (48551.540000 sec): 46 clusters
  Score: Raw -169011947.047778 + Penalty 104243.236253 = -168907703.811525
  nChanged 7363
Iteration 72Q (48619.140000 sec): 46 clusters
  Score: Raw -169012634.090640 + Penalty 104243.236253 = -168908390.854387
  nChanged 6939
Iteration 73Q (48684.470000 sec): 46 clusters
  Score: Raw -169013257.001204 + Penalty 104243.236253 = -168909013.764952
  nChanged 6577
Iteration 74Q (48748.540000 sec): 46 clusters
  Score: Raw -169013835.335150 + Penalty 104243.236253 = -168909592.098897
  nChanged 6305
Iteration 75Q (48819.250000 sec): 46 clusters
  Score: Raw -169014369.257830 + Penalty 104243.236253 = -168910126.021578
  nChanged 6017
Iteration 76Q (48888.440000 sec): 46 clusters
  Score: Raw -169014879.474900 + Penalty 104243.236253 = -168910636.238647
  nChanged 5789
Iteration 77Q (48957.900000 sec): 46 clusters
  Score: Raw -169015347.399367 + Penalty 104243.236253 = -168911104.163114
  nChanged 5543
Iteration 78Q (49030.430000 sec): 46 clusters
  Score: Raw -169015813.798099 + Penalty 104243.236253 = -168911570.561847
  nChanged 5373
Iteration 79Q (49101.670000 sec): 46 clusters
  Score: Raw -169016365.698274 + Penalty 104243.236253 = -168912122.462022
  nChanged 5306
Iteration 80F (49222.950000 sec): 46 clusters
  Score: Raw -169018048.517913 + Penalty 104243.236253 = -168913805.281661
  nChanged 5980
Iteration 81Q (49285.050000 sec): 46 clusters
  Score: Raw -169019548.680304 + Penalty 104243.236253 = -168915305.444052
  nChanged 6355
Iteration 82Q (49349.810000 sec): 46 clusters
  Score: Raw -169020620.283389 + Penalty 104243.236253 = -168916377.047137
  nChanged 6259
Iteration 83Q (49415.350000 sec): 46 clusters
  Score: Raw -169021426.858593 + Penalty 104243.236253 = -168917183.622340
  nChanged 6261
Iteration 84Q (49473.510000 sec): 46 clusters
  Score: Raw -169022188.379824 + Penalty 104243.236253 = -168917945.143572
  nChanged 6231
Iteration 85Q (49538.130000 sec): 46 clusters
  Score: Raw -169022909.487032 + Penalty 104243.236253 = -168918666.250779
  nChanged 6245
Iteration 86Q (49601.550000 sec): 46 clusters
  Score: Raw -169023635.257456 + Penalty 104243.236253 = -168919392.021204
  nChanged 6221
Iteration 87Q (49662.860000 sec): 46 clusters
  Score: Raw -169024362.073400 + Penalty 104243.236253 = -168920118.837147
  nChanged 6167
Iteration 88Q (49723.200000 sec): 46 clusters
  Score: Raw -169025068.093141 + Penalty 104243.236253 = -168920824.856888
  nChanged 5948
Iteration 89Q (49780.230000 sec): 46 clusters
  Score: Raw -169025763.973982 + Penalty 104243.236253 = -168921520.737729
  nChanged 5936
Iteration 90Q (49843.040000 sec): 46 clusters
  Score: Raw -169026495.687053 + Penalty 104243.236253 = -168922252.450801
  nChanged 5819
Iteration 91Q (49907.260000 sec): 46 clusters
  Score: Raw -169027234.237261 + Penalty 104243.236253 = -168922991.001008
  nChanged 5892
Iteration 92Q (49974.100000 sec): 46 clusters
  Score: Raw -169027994.602398 + Penalty 104243.236253 = -168923751.366145
  nChanged 5788
Iteration 93Q (50041.460000 sec): 46 clusters
  Score: Raw -169028714.292948 + Penalty 104243.236253 = -168924471.056695
  nChanged 5652
Iteration 94Q (50102.330000 sec): 46 clusters
  Score: Raw -169029347.157601 + Penalty 104243.236253 = -168925103.921348
  nChanged 5412
Iteration 95Q (50168.010000 sec): 46 clusters
  Score: Raw -169029876.605753 + Penalty 104243.236253 = -168925633.369500
  nChanged 5300
Iteration 96Q (50232.430000 sec): 46 clusters
  Score: Raw -169030410.929519 + Penalty 104243.236253 = -168926167.693266
  nChanged 5192
Iteration 97Q (50295.980000 sec): 46 clusters
  Score: Raw -169030978.998744 + Penalty 104243.236253 = -168926735.762492
  nChanged 5024
Iteration 98Q (50362.290000 sec): 46 clusters
  Score: Raw -169031552.050548 + Penalty 104243.236253 = -168927308.814295
  nChanged 4975
Writing temp clu file 
Because OldScore, -168926735.762492, is greater than current (better) Score,-168927308.814295 
 Compute initial score before splitting:   Score: Raw -169031552.050548 + Penalty 104243.236253 = -168927308.814295
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (10633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50362.910000 sec): 2 clusters
  Score: Raw -1280466.868258 + Penalty 1506.654118 = -1278960.214140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50363.180000 sec): 3 clusters
  Score: Raw -1274419.848196 + Penalty 3013.308237 = -1271406.539959
  nChanged 4525
		SP:Iteration 1F (50363.370000 sec): 3 clusters
  Score: Raw -1276997.487899 + Penalty 3013.308237 = -1273984.179662
  nChanged 643
		SP:Iteration 2F (50363.620000 sec): 3 clusters
  Score: Raw -1277297.562641 + Penalty 3013.308237 = -1274284.254404
  nChanged 623
		SP:Iteration 3F (50363.840000 sec): 3 clusters
  Score: Raw -1277657.311357 + Penalty 3013.308237 = -1274644.003120
  nChanged 628
		SP:Iteration 4F (50364.090000 sec): 3 clusters
  Score: Raw -1278056.838161 + Penalty 3013.308237 = -1275043.529924
  nChanged 688
		SP:Iteration 5F (50364.320000 sec): 3 clusters
  Score: Raw -1278596.846791 + Penalty 3013.308237 = -1275583.538555
  nChanged 741
		SP:Iteration 6F (50364.580000 sec): 3 clusters
  Score: Raw -1279258.780041 + Penalty 3013.308237 = -1276245.471805
  nChanged 734
		SP:Iteration 7F (50364.810000 sec): 3 clusters
  Score: Raw -1279915.109985 + Penalty 3013.308237 = -1276901.801748
  nChanged 633
		SP:Iteration 8F (50365.060000 sec): 3 clusters
  Score: Raw -1280404.156497 + Penalty 3013.308237 = -1277390.848260
  nChanged 467
		SP:Iteration 9Q (50365.320000 sec): 3 clusters
  Score: Raw -1280733.084663 + Penalty 3013.308237 = -1277719.776426
  nChanged 333
		SP:Iteration 10Q (50365.620000 sec): 3 clusters
  Score: Raw -1280909.820223 + Penalty 3013.308237 = -1277896.511986
  nChanged 240
		SP:Iteration 11Q (50365.860000 sec): 3 clusters
  Score: Raw -1281010.109804 + Penalty 3013.308237 = -1277996.801567
  nChanged 152
		SP:Iteration 12Q (50366.090000 sec): 3 clusters
  Score: Raw -1281052.092990 + Penalty 3013.308237 = -1278038.784754
  nChanged 88
		SP:Iteration 13Q (50366.370000 sec): 3 clusters
  Score: Raw -1281075.210594 + Penalty 3013.308237 = -1278061.902357
  nChanged 58
		SP:Iteration 14Q (50366.580000 sec): 3 clusters
  Score: Raw -1281087.490105 + Penalty 3013.308237 = -1278074.181868
  nChanged 43
		SP:Iteration 15Q (50366.880000 sec): 3 clusters
  Score: Raw -1281096.732474 + Penalty 3013.308237 = -1278083.424237
  nChanged 44
		SP:Iteration 16Q (50367.130000 sec): 3 clusters
  Score: Raw -1281103.029849 + Penalty 3013.308237 = -1278089.721612
  nChanged 26
		SP:Iteration 17Q (50367.350000 sec): 3 clusters
  Score: Raw -1281106.541416 + Penalty 3013.308237 = -1278093.233179
  nChanged 20
		SP:Iteration 18Q (50367.580000 sec): 3 clusters
  Score: Raw -1281108.500996 + Penalty 3013.308237 = -1278095.192759
  nChanged 9
		SP:Iteration 19Q (50367.840000 sec): 3 clusters
  Score: Raw -1281109.537293 + Penalty 3013.308237 = -1278096.229057
  nChanged 7
		SP:Iteration 20F (50368.070000 sec): 3 clusters
  Score: Raw -1281110.425021 + Penalty 3013.308237 = -1278097.116784
  nChanged 6
		SP:Iteration 21Q (50368.330000 sec): 3 clusters
  Score: Raw -1281111.112866 + Penalty 3013.308237 = -1278097.804629
  nChanged 2
		SP:Iteration 22Q (50368.570000 sec): 3 clusters
  Score: Raw -1281111.275905 + Penalty 3013.308237 = -1278097.967668
  nChanged 3
		SP:Iteration 23Q (50368.790000 sec): 3 clusters
  Score: Raw -1281111.480959 + Penalty 3013.308237 = -1278098.172722
  nChanged 1
		SP:Iteration 24Q (50369.050000 sec): 3 clusters
  Score: Raw -1281111.523748 + Penalty 3013.308237 = -1278098.215511
  nChanged 0
		SP:Iteration 25F (50369.330000 sec): 3 clusters
  Score: Raw -1281111.523748 + Penalty 3013.308237 = -1278098.215511
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50369.410000 sec): 2 clusters
  Score: Raw -46685.303466 + Penalty 1018.111447 = -45667.192019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50369.580000 sec): 3 clusters
  Score: Raw -46801.757543 + Penalty 2036.222894 = -44765.534649
  nChanged 150
		SP:Iteration 1F (50369.780000 sec): 3 clusters
  Score: Raw -47309.407366 + Penalty 2036.222894 = -45273.184472
  nChanged 45
		SP:Iteration 2F (50369.960000 sec): 3 clusters
  Score: Raw -47625.779371 + Penalty 2036.222894 = -45589.556477
  nChanged 30
		SP:Iteration 3F (50370.140000 sec): 3 clusters
  Score: Raw -47743.641493 + Penalty 2036.222894 = -45707.418598
  nChanged 21
		SP:Iteration 4Q (50370.350000 sec): 3 clusters
  Score: Raw -47877.439897 + Penalty 2036.222894 = -45841.217003
  nChanged 18
		SP:Iteration 5Q (50370.520000 sec): 3 clusters
  Score: Raw -48077.038664 + Penalty 2036.222894 = -46040.815770
  nChanged 6
		SP:Iteration 6Q (50370.650000 sec): 3 clusters
  Score: Raw -48126.807509 + Penalty 2036.222894 = -46090.584615
  nChanged 8
		SP:Iteration 7Q (50370.820000 sec): 3 clusters
  Score: Raw -48165.259762 + Penalty 2036.222894 = -46129.036867
  nChanged 7
		SP:Iteration 8Q (50370.990000 sec): 3 clusters
  Score: Raw -48220.426243 + Penalty 2036.222894 = -46184.203349
  nChanged 12
		SP:Iteration 9Q (50371.170000 sec): 3 clusters
  Score: Raw -48326.293347 + Penalty 2036.222894 = -46290.070453
  nChanged 9
		SP:Iteration 10Q (50371.320000 sec): 3 clusters
  Score: Raw -48388.774456 + Penalty 2036.222894 = -46352.551562
  nChanged 3
		SP:Iteration 11Q (50371.530000 sec): 3 clusters
  Score: Raw -48406.837183 + Penalty 2036.222894 = -46370.614289
  nChanged 3
		SP:Iteration 12Q (50371.730000 sec): 3 clusters
  Score: Raw -48416.913542 + Penalty 2036.222894 = -46380.690648
  nChanged 1
		SP:Iteration 13Q (50371.960000 sec): 3 clusters
  Score: Raw -48420.880126 + Penalty 2036.222894 = -46384.657232
  nChanged 2
		SP:Iteration 14Q (50372.100000 sec): 3 clusters
  Score: Raw -48440.827727 + Penalty 2036.222894 = -46404.604833
  nChanged 2
		SP:Iteration 15Q (50372.270000 sec): 3 clusters
  Score: Raw -48459.362067 + Penalty 2036.222894 = -46423.139173
  nChanged 1
		SP:Iteration 16Q (50372.420000 sec): 3 clusters
  Score: Raw -48460.900660 + Penalty 2036.222894 = -46424.677765
  nChanged 0
		SP:Iteration 17F (50372.600000 sec): 3 clusters
  Score: Raw -48527.959891 + Penalty 2036.222894 = -46491.736997
  nChanged 15
		SP:Iteration 18Q (50372.840000 sec): 3 clusters
  Score: Raw -48823.283337 + Penalty 2036.222894 = -46787.060442
  nChanged 4
		SP:Iteration 19Q (50373.060000 sec): 3 clusters
  Score: Raw -49009.338761 + Penalty 2036.222894 = -46973.115867
  nChanged 1
		SP:Iteration 20F (50373.310000 sec): 3 clusters
  Score: Raw -49011.352911 + Penalty 2036.222894 = -46975.130017
  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 11.42 GB.

 Trying to split cluster 3 (19016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50373.500000 sec): 2 clusters
  Score: Raw -2124624.068666 + Penalty 1601.118351 = -2123022.950314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50373.810000 sec): 3 clusters
  Score: Raw -2113168.583330 + Penalty 3202.236703 = -2109966.346627
  nChanged 8653
		SP:Iteration 1F (50374.110000 sec): 3 clusters
  Score: Raw -2117961.163561 + Penalty 3202.236703 = -2114758.926858
  nChanged 1037
		SP:Iteration 2F (50374.400000 sec): 3 clusters
  Score: Raw -2118396.828216 + Penalty 3202.236703 = -2115194.591513
  nChanged 967
		SP:Iteration 3F (50374.720000 sec): 3 clusters
  Score: Raw -2118779.473919 + Penalty 3202.236703 = -2115577.237216
  nChanged 833
		SP:Iteration 4Q (50375.020000 sec): 3 clusters
  Score: Raw -2119116.674138 + Penalty 3202.236703 = -2115914.437435
  nChanged 808
		SP:Iteration 5Q (50375.300000 sec): 3 clusters
  Score: Raw -2119445.829035 + Penalty 3202.236703 = -2116243.592332
  nChanged 794
		SP:Iteration 6Q (50375.670000 sec): 3 clusters
  Score: Raw -2119778.252629 + Penalty 3202.236703 = -2116576.015926
  nChanged 781
		SP:Iteration 7Q (50375.920000 sec): 3 clusters
  Score: Raw -2120144.654863 + Penalty 3202.236703 = -2116942.418160
  nChanged 801
		SP:Iteration 8Q (50376.260000 sec): 3 clusters
  Score: Raw -2120573.427232 + Penalty 3202.236703 = -2117371.190529
  nChanged 803
		SP:Iteration 9Q (50376.520000 sec): 3 clusters
  Score: Raw -2121006.054959 + Penalty 3202.236703 = -2117803.818256
  nChanged 778
		SP:Iteration 10Q (50376.870000 sec): 3 clusters
  Score: Raw -2121412.519193 + Penalty 3202.236703 = -2118210.282490
  nChanged 665
		SP:Iteration 11Q (50377.080000 sec): 3 clusters
  Score: Raw -2121711.283139 + Penalty 3202.236703 = -2118509.046436
  nChanged 526
		SP:Iteration 12Q (50377.380000 sec): 3 clusters
  Score: Raw -2121898.832033 + Penalty 3202.236703 = -2118696.595330
  nChanged 424
		SP:Iteration 13Q (50377.710000 sec): 3 clusters
  Score: Raw -2122026.928657 + Penalty 3202.236703 = -2118824.691954
  nChanged 315
		SP:Iteration 14Q (50378.000000 sec): 3 clusters
  Score: Raw -2122118.020449 + Penalty 3202.236703 = -2118915.783746
  nChanged 239
		SP:Iteration 15Q (50378.340000 sec): 3 clusters
  Score: Raw -2122178.552836 + Penalty 3202.236703 = -2118976.316133
  nChanged 226
		SP:Iteration 16Q (50378.700000 sec): 3 clusters
  Score: Raw -2122234.957704 + Penalty 3202.236703 = -2119032.721001
  nChanged 215
		SP:Iteration 17Q (50379.000000 sec): 3 clusters
  Score: Raw -2122285.619767 + Penalty 3202.236703 = -2119083.383064
  nChanged 214
		SP:Iteration 18Q (50379.350000 sec): 3 clusters
  Score: Raw -2122337.848931 + Penalty 3202.236703 = -2119135.612228
  nChanged 198
		SP:Iteration 19Q (50379.630000 sec): 3 clusters
  Score: Raw -2122388.112292 + Penalty 3202.236703 = -2119185.875589
  nChanged 221
		SP:Iteration 20F (50379.900000 sec): 3 clusters
  Score: Raw -2122437.706354 + Penalty 3202.236703 = -2119235.469651
  nChanged 197
		SP:Iteration 21Q (50380.180000 sec): 3 clusters
  Score: Raw -2122476.832342 + Penalty 3202.236703 = -2119274.595639
  nChanged 172
		SP:Iteration 22Q (50380.520000 sec): 3 clusters
  Score: Raw -2122515.665139 + Penalty 3202.236703 = -2119313.428436
  nChanged 176
		SP:Iteration 23Q (50380.860000 sec): 3 clusters
  Score: Raw -2122550.929370 + Penalty 3202.236703 = -2119348.692668
  nChanged 162
		SP:Iteration 24Q (50381.120000 sec): 3 clusters
  Score: Raw -2122581.744945 + Penalty 3202.236703 = -2119379.508242
  nChanged 152
		SP:Iteration 25Q (50381.440000 sec): 3 clusters
  Score: Raw -2122610.459364 + Penalty 3202.236703 = -2119408.222661
  nChanged 131
		SP:Iteration 26Q (50381.730000 sec): 3 clusters
  Score: Raw -2122634.350360 + Penalty 3202.236703 = -2119432.113657
  nChanged 128
		SP:Iteration 27Q (50382.030000 sec): 3 clusters
  Score: Raw -2122654.499100 + Penalty 3202.236703 = -2119452.262397
  nChanged 124
		SP:Iteration 28Q (50382.360000 sec): 3 clusters
  Score: Raw -2122673.597848 + Penalty 3202.236703 = -2119471.361145
  nChanged 112
		SP:Iteration 29Q (50382.700000 sec): 3 clusters
  Score: Raw -2122689.839638 + Penalty 3202.236703 = -2119487.602935
  nChanged 108
		SP:Iteration 30Q (50383.000000 sec): 3 clusters
  Score: Raw -2122707.627320 + Penalty 3202.236703 = -2119505.390617
  nChanged 121
		SP:Iteration 31Q (50383.310000 sec): 3 clusters
  Score: Raw -2122727.821688 + Penalty 3202.236703 = -2119525.584985
  nChanged 120
		SP:Iteration 32Q (50383.610000 sec): 3 clusters
  Score: Raw -2122749.003969 + Penalty 3202.236703 = -2119546.767266
  nChanged 130
		SP:Iteration 33Q (50383.920000 sec): 3 clusters
  Score: Raw -2122768.923862 + Penalty 3202.236703 = -2119566.687159
  nChanged 112
		SP:Iteration 34Q (50384.250000 sec): 3 clusters
  Score: Raw -2122788.112469 + Penalty 3202.236703 = -2119585.875766
  nChanged 129
		SP:Iteration 35Q (50384.540000 sec): 3 clusters
  Score: Raw -2122810.116652 + Penalty 3202.236703 = -2119607.879949
  nChanged 129
		SP:Iteration 36Q (50384.880000 sec): 3 clusters
  Score: Raw -2122834.425410 + Penalty 3202.236703 = -2119632.188707
  nChanged 150
		SP:Iteration 37Q (50385.240000 sec): 3 clusters
  Score: Raw -2122862.455658 + Penalty 3202.236703 = -2119660.218955
  nChanged 141
		SP:Iteration 38Q (50385.520000 sec): 3 clusters
  Score: Raw -2122889.071841 + Penalty 3202.236703 = -2119686.835138
  nChanged 146
		SP:Iteration 39Q (50385.800000 sec): 3 clusters
  Score: Raw -2122918.171566 + Penalty 3202.236703 = -2119715.934863
  nChanged 161
		SP:Iteration 40F (50386.080000 sec): 3 clusters
  Score: Raw -2122952.945739 + Penalty 3202.236703 = -2119750.709036
  nChanged 161
		SP:Iteration 41Q (50386.460000 sec): 3 clusters
  Score: Raw -2122990.764976 + Penalty 3202.236703 = -2119788.528273
  nChanged 189
		SP:Iteration 42Q (50386.750000 sec): 3 clusters
  Score: Raw -2123039.246779 + Penalty 3202.236703 = -2119837.010076
  nChanged 194
		SP:Iteration 43Q (50387.030000 sec): 3 clusters
  Score: Raw -2123086.095951 + Penalty 3202.236703 = -2119883.859248
  nChanged 186
		SP:Iteration 44Q (50387.380000 sec): 3 clusters
  Score: Raw -2123136.092106 + Penalty 3202.236703 = -2119933.855403
  nChanged 197
		SP:Iteration 45Q (50387.700000 sec): 3 clusters
  Score: Raw -2123197.834703 + Penalty 3202.236703 = -2119995.598000
  nChanged 207
		SP:Iteration 46Q (50388.010000 sec): 3 clusters
  Score: Raw -2123267.135235 + Penalty 3202.236703 = -2120064.898532
  nChanged 230
		SP:Iteration 47Q (50388.390000 sec): 3 clusters
  Score: Raw -2123341.642368 + Penalty 3202.236703 = -2120139.405665
  nChanged 253
		SP:Iteration 48Q (50388.640000 sec): 3 clusters
  Score: Raw -2123425.176511 + Penalty 3202.236703 = -2120222.939808
  nChanged 206
		SP:Iteration 49Q (50388.960000 sec): 3 clusters
  Score: Raw -2123487.440416 + Penalty 3202.236703 = -2120285.203713
  nChanged 202
		SP:Iteration 50Q (50389.260000 sec): 3 clusters
  Score: Raw -2123550.281438 + Penalty 3202.236703 = -2120348.044735
  nChanged 199
		SP:Iteration 51Q (50389.570000 sec): 3 clusters
  Score: Raw -2123605.080085 + Penalty 3202.236703 = -2120402.843382
  nChanged 197
		SP:Iteration 52Q (50389.890000 sec): 3 clusters
  Score: Raw -2123660.803565 + Penalty 3202.236703 = -2120458.566862
  nChanged 179
		SP:Iteration 53Q (50390.180000 sec): 3 clusters
  Score: Raw -2123719.411632 + Penalty 3202.236703 = -2120517.174929
  nChanged 205
		SP:Iteration 54Q (50390.510000 sec): 3 clusters
  Score: Raw -2123796.321129 + Penalty 3202.236703 = -2120594.084426
  nChanged 189
		SP:Iteration 55Q (50390.800000 sec): 3 clusters
  Score: Raw -2123868.823987 + Penalty 3202.236703 = -2120666.587284
  nChanged 158
		SP:Iteration 56Q (50391.140000 sec): 3 clusters
  Score: Raw -2123917.047068 + Penalty 3202.236703 = -2120714.810365
  nChanged 143
		SP:Iteration 57Q (50391.460000 sec): 3 clusters
  Score: Raw -2123965.758256 + Penalty 3202.236703 = -2120763.521553
  nChanged 147
		SP:Iteration 58Q (50391.790000 sec): 3 clusters
  Score: Raw -2124016.916652 + Penalty 3202.236703 = -2120814.679949
  nChanged 145
		SP:Iteration 59Q (50392.130000 sec): 3 clusters
  Score: Raw -2124060.406143 + Penalty 3202.236703 = -2120858.169440
  nChanged 142
		SP:Iteration 60F (50392.420000 sec): 3 clusters
  Score: Raw -2124104.619219 + Penalty 3202.236703 = -2120902.382516
  nChanged 142
		SP:Iteration 61Q (50392.770000 sec): 3 clusters
  Score: Raw -2124151.664263 + Penalty 3202.236703 = -2120949.427561
  nChanged 142
		SP:Iteration 62Q (50393.080000 sec): 3 clusters
  Score: Raw -2124194.812670 + Penalty 3202.236703 = -2120992.575968
  nChanged 141
		SP:Iteration 63Q (50393.390000 sec): 3 clusters
  Score: Raw -2124238.262489 + Penalty 3202.236703 = -2121036.025786
  nChanged 127
		SP:Iteration 64Q (50393.710000 sec): 3 clusters
  Score: Raw -2124276.497657 + Penalty 3202.236703 = -2121074.260954
  nChanged 128
		SP:Iteration 65Q (50394.010000 sec): 3 clusters
  Score: Raw -2124315.406330 + Penalty 3202.236703 = -2121113.169627
  nChanged 132
		SP:Iteration 66Q (50394.230000 sec): 3 clusters
  Score: Raw -2124353.254621 + Penalty 3202.236703 = -2121151.017919
  nChanged 138
		SP:Iteration 67Q (50394.520000 sec): 3 clusters
  Score: Raw -2124394.073301 + Penalty 3202.236703 = -2121191.836599
  nChanged 104
		SP:Iteration 68Q (50394.800000 sec): 3 clusters
  Score: Raw -2124419.090117 + Penalty 3202.236703 = -2121216.853414
  nChanged 102
		SP:Iteration 69Q (50395.150000 sec): 3 clusters
  Score: Raw -2124444.358432 + Penalty 3202.236703 = -2121242.121729
  nChanged 89
		SP:Iteration 70Q (50395.440000 sec): 3 clusters
  Score: Raw -2124468.216230 + Penalty 3202.236703 = -2121265.979527
  nChanged 94
		SP:Iteration 71Q (50395.770000 sec): 3 clusters
  Score: Raw -2124493.172557 + Penalty 3202.236703 = -2121290.935854
  nChanged 91
		SP:Iteration 72Q (50396.070000 sec): 3 clusters
  Score: Raw -2124513.224848 + Penalty 3202.236703 = -2121310.988145
  nChanged 71
		SP:Iteration 73Q (50396.380000 sec): 3 clusters
  Score: Raw -2124527.899104 + Penalty 3202.236703 = -2121325.662401
  nChanged 53
		SP:Iteration 74Q (50396.720000 sec): 3 clusters
  Score: Raw -2124537.836378 + Penalty 3202.236703 = -2121335.599675
  nChanged 60
		SP:Iteration 75Q (50397.050000 sec): 3 clusters
  Score: Raw -2124549.548142 + Penalty 3202.236703 = -2121347.311439
  nChanged 52
		SP:Iteration 76Q (50397.340000 sec): 3 clusters
  Score: Raw -2124559.845812 + Penalty 3202.236703 = -2121357.609109
  nChanged 57
		SP:Iteration 77Q (50397.640000 sec): 3 clusters
  Score: Raw -2124570.439133 + Penalty 3202.236703 = -2121368.202430
  nChanged 54
		SP:Iteration 78Q (50397.900000 sec): 3 clusters
  Score: Raw -2124582.814611 + Penalty 3202.236703 = -2121380.577908
  nChanged 58
		SP:Iteration 79Q (50398.150000 sec): 3 clusters
  Score: Raw -2124594.117242 + Penalty 3202.236703 = -2121391.880539
  nChanged 50
		SP:Iteration 80F (50398.430000 sec): 3 clusters
  Score: Raw -2124603.351939 + Penalty 3202.236703 = -2121401.115236
  nChanged 53
		SP:Iteration 81Q (50398.750000 sec): 3 clusters
  Score: Raw -2124612.071548 + Penalty 3202.236703 = -2121409.834845
  nChanged 41
		SP:Iteration 82Q (50399.040000 sec): 3 clusters
  Score: Raw -2124618.376116 + Penalty 3202.236703 = -2121416.139413
  nChanged 32
		SP:Iteration 83Q (50399.320000 sec): 3 clusters
  Score: Raw -2124623.846369 + Penalty 3202.236703 = -2121421.609666
  nChanged 43
		SP:Iteration 84Q (50399.630000 sec): 3 clusters
  Score: Raw -2124631.817376 + Penalty 3202.236703 = -2121429.580673
  nChanged 42
		SP:Iteration 85Q (50399.940000 sec): 3 clusters
  Score: Raw -2124641.505198 + Penalty 3202.236703 = -2121439.268495
  nChanged 59
		SP:Iteration 86Q (50400.280000 sec): 3 clusters
  Score: Raw -2124655.858697 + Penalty 3202.236703 = -2121453.621994
  nChanged 48
		SP:Iteration 87Q (50400.610000 sec): 3 clusters
  Score: Raw -2124665.166282 + Penalty 3202.236703 = -2121462.929579
  nChanged 51
		SP:Iteration 88Q (50401.000000 sec): 3 clusters
  Score: Raw -2124675.563923 + Penalty 3202.236703 = -2121473.327220
  nChanged 45
		SP:Iteration 89Q (50401.320000 sec): 3 clusters
  Score: Raw -2124683.708460 + Penalty 3202.236703 = -2121481.471757
  nChanged 40
		SP:Iteration 90Q (50401.600000 sec): 3 clusters
  Score: Raw -2124691.662643 + Penalty 3202.236703 = -2121489.425940
  nChanged 39
		SP:Iteration 91Q (50401.920000 sec): 3 clusters
  Score: Raw -2124699.117418 + Penalty 3202.236703 = -2121496.880715
  nChanged 25
		SP:Iteration 92Q (50402.250000 sec): 3 clusters
  Score: Raw -2124703.679681 + Penalty 3202.236703 = -2121501.442978
  nChanged 32
		SP:Iteration 93Q (50402.500000 sec): 3 clusters
  Score: Raw -2124710.122320 + Penalty 3202.236703 = -2121507.885617
  nChanged 29
		SP:Iteration 94Q (50402.870000 sec): 3 clusters
  Score: Raw -2124716.155469 + Penalty 3202.236703 = -2121513.918766
  nChanged 26
		SP:Iteration 95Q (50403.250000 sec): 3 clusters
  Score: Raw -2124722.717386 + Penalty 3202.236703 = -2121520.480683
  nChanged 33
		SP:Iteration 96Q (50403.560000 sec): 3 clusters
  Score: Raw -2124729.265680 + Penalty 3202.236703 = -2121527.028977
  nChanged 32
		SP:Iteration 97Q (50403.860000 sec): 3 clusters
  Score: Raw -2124736.382475 + Penalty 3202.236703 = -2121534.145772
  nChanged 22
		SP:Iteration 98Q (50404.170000 sec): 3 clusters
  Score: Raw -2124741.609651 + Penalty 3202.236703 = -2121539.372948
  nChanged 27
		SP:Iteration 99Q (50404.410000 sec): 3 clusters
  Score: Raw -2124746.972275 + Penalty 3202.236703 = -2121544.735572
  nChanged 21
		SP:Iteration 100F (50404.680000 sec): 3 clusters
  Score: Raw -2124752.772105 + Penalty 3202.236703 = -2121550.535402
  nChanged 28
		SP:Iteration 101Q (50405.000000 sec): 3 clusters
  Score: Raw -2124758.726057 + Penalty 3202.236703 = -2121556.489354
  nChanged 32
		SP:Iteration 102Q (50405.320000 sec): 3 clusters
  Score: Raw -2124765.658811 + Penalty 3202.236703 = -2121563.422108
  nChanged 27
		SP:Iteration 103Q (50405.600000 sec): 3 clusters
  Score: Raw -2124771.566602 + Penalty 3202.236703 = -2121569.329899
  nChanged 29
		SP:Iteration 104Q (50405.860000 sec): 3 clusters
  Score: Raw -2124778.111637 + Penalty 3202.236703 = -2121575.874934
  nChanged 25
		SP:Iteration 105Q (50406.210000 sec): 3 clusters
  Score: Raw -2124785.004782 + Penalty 3202.236703 = -2121582.768079
  nChanged 30
		SP:Iteration 106Q (50406.500000 sec): 3 clusters
  Score: Raw -2124791.814897 + Penalty 3202.236703 = -2121589.578194
  nChanged 23
		SP:Iteration 107Q (50406.790000 sec): 3 clusters
  Score: Raw -2124796.726355 + Penalty 3202.236703 = -2121594.489652
  nChanged 25
		SP:Iteration 108Q (50407.060000 sec): 3 clusters
  Score: Raw -2124802.465026 + Penalty 3202.236703 = -2121600.228323
  nChanged 26
		SP:Iteration 109Q (50407.300000 sec): 3 clusters
  Score: Raw -2124810.399662 + Penalty 3202.236703 = -2121608.162959
  nChanged 35
		SP:Iteration 110Q (50407.590000 sec): 3 clusters
  Score: Raw -2124821.657046 + Penalty 3202.236703 = -2121619.420343
  nChanged 34
		SP:Iteration 111Q (50407.830000 sec): 3 clusters
  Score: Raw -2124830.316675 + Penalty 3202.236703 = -2121628.079972
  nChanged 25
		SP:Iteration 112Q (50408.130000 sec): 3 clusters
  Score: Raw -2124836.730863 + Penalty 3202.236703 = -2121634.494160
  nChanged 27
		SP:Iteration 113Q (50408.390000 sec): 3 clusters
  Score: Raw -2124843.632071 + Penalty 3202.236703 = -2121641.395368
  nChanged 25
		SP:Iteration 114Q (50408.680000 sec): 3 clusters
  Score: Raw -2124850.029689 + Penalty 3202.236703 = -2121647.792986
  nChanged 24
		SP:Iteration 115Q (50408.970000 sec): 3 clusters
  Score: Raw -2124856.075681 + Penalty 3202.236703 = -2121653.838978
  nChanged 20
		SP:Iteration 116Q (50409.330000 sec): 3 clusters
  Score: Raw -2124860.971300 + Penalty 3202.236703 = -2121658.734597
  nChanged 23
		SP:Iteration 117Q (50409.590000 sec): 3 clusters
  Score: Raw -2124866.884035 + Penalty 3202.236703 = -2121664.647332
  nChanged 24
		SP:Iteration 118Q (50409.850000 sec): 3 clusters
  Score: Raw -2124872.369753 + Penalty 3202.236703 = -2121670.133050
  nChanged 18
		SP:Iteration 119Q (50410.100000 sec): 3 clusters
  Score: Raw -2124875.992561 + Penalty 3202.236703 = -2121673.755858
  nChanged 17
		SP:Iteration 120F (50410.410000 sec): 3 clusters
  Score: Raw -2124878.334477 + Penalty 3202.236703 = -2121676.097774
  nChanged 7
		SP:Iteration 121Q (50410.710000 sec): 3 clusters
  Score: Raw -2124879.556614 + Penalty 3202.236703 = -2121677.319911
  nChanged 5
		SP:Iteration 122Q (50410.950000 sec): 3 clusters
  Score: Raw -2124880.270221 + Penalty 3202.236703 = -2121678.033518
  nChanged 5
		SP:Iteration 123Q (50411.250000 sec): 3 clusters
  Score: Raw -2124880.881029 + Penalty 3202.236703 = -2121678.644326
  nChanged 4
		SP:Iteration 124Q (50411.550000 sec): 3 clusters
  Score: Raw -2124881.719765 + Penalty 3202.236703 = -2121679.483062
  nChanged 8
		SP:Iteration 125Q (50411.850000 sec): 3 clusters
  Score: Raw -2124883.331274 + Penalty 3202.236703 = -2121681.094571
  nChanged 7
		SP:Iteration 126Q (50412.160000 sec): 3 clusters
  Score: Raw -2124884.800335 + Penalty 3202.236703 = -2121682.563632
  nChanged 11
		SP:Iteration 127Q (50412.410000 sec): 3 clusters
  Score: Raw -2124887.098851 + Penalty 3202.236703 = -2121684.862149
  nChanged 7
		SP:Iteration 128Q (50412.690000 sec): 3 clusters
  Score: Raw -2124888.117156 + Penalty 3202.236703 = -2121685.880453
  nChanged 6
		SP:Iteration 129Q (50412.930000 sec): 3 clusters
  Score: Raw -2124889.206852 + Penalty 3202.236703 = -2121686.970149
  nChanged 9
		SP:Iteration 130Q (50413.240000 sec): 3 clusters
  Score: Raw -2124890.965568 + Penalty 3202.236703 = -2121688.728865
  nChanged 9
		SP:Iteration 131Q (50413.550000 sec): 3 clusters
  Score: Raw -2124893.125244 + Penalty 3202.236703 = -2121690.888541
  nChanged 4
		SP:Iteration 132Q (50413.840000 sec): 3 clusters
  Score: Raw -2124893.855725 + Penalty 3202.236703 = -2121691.619022
  nChanged 5
		SP:Iteration 133Q (50414.170000 sec): 3 clusters
  Score: Raw -2124894.629132 + Penalty 3202.236703 = -2121692.392429
  nChanged 7
		SP:Iteration 134Q (50414.450000 sec): 3 clusters
  Score: Raw -2124896.003098 + Penalty 3202.236703 = -2121693.766395
  nChanged 5
		SP:Iteration 135Q (50414.690000 sec): 3 clusters
  Score: Raw -2124896.798057 + Penalty 3202.236703 = -2121694.561354
  nChanged 3
		SP:Iteration 136Q (50415.030000 sec): 3 clusters
  Score: Raw -2124897.188368 + Penalty 3202.236703 = -2121694.951665
  nChanged 2
		SP:Iteration 137Q (50415.310000 sec): 3 clusters
  Score: Raw -2124897.578916 + Penalty 3202.236703 = -2121695.342213
  nChanged 2
		SP:Iteration 138Q (50415.550000 sec): 3 clusters
  Score: Raw -2124897.797424 + Penalty 3202.236703 = -2121695.560721
  nChanged 0
		SP:Iteration 139F (50415.830000 sec): 3 clusters
  Score: Raw -2124897.797424 + Penalty 3202.236703 = -2121695.560721
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (367022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50418.160000 sec): 2 clusters
  Score: Raw -41673460.095750 + Penalty 2082.141274 = -41671377.954476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50419.870000 sec): 3 clusters
  Score: Raw -41426530.339313 + Penalty 4164.282548 = -41422366.056765
  nChanged 180254
		SP:Iteration 1F (50421.670000 sec): 3 clusters
  Score: Raw -41535935.558905 + Penalty 4164.282548 = -41531771.276357
  nChanged 10897
		SP:Iteration 2Q (50423.560000 sec): 3 clusters
  Score: Raw -41538680.083672 + Penalty 4164.282548 = -41534515.801124
  nChanged 13076
		SP:Iteration 3Q (50425.520000 sec): 3 clusters
  Score: Raw -41543047.675219 + Penalty 4164.282548 = -41538883.392671
  nChanged 16465
		SP:Iteration 4Q (50427.650000 sec): 3 clusters
  Score: Raw -41550699.587732 + Penalty 4164.282548 = -41546535.305184
  nChanged 21783
		SP:Iteration 5F (50429.820000 sec): 3 clusters
  Score: Raw -41564146.820317 + Penalty 4164.282548 = -41559982.537769
  nChanged 27175
		SP:Iteration 6F (50432.260000 sec): 3 clusters
  Score: Raw -41585071.127559 + Penalty 4164.282548 = -41580906.845011
  nChanged 29551
		SP:Iteration 7F (50434.220000 sec): 3 clusters
  Score: Raw -41611210.954670 + Penalty 4164.282548 = -41607046.672122
  nChanged 26245
		SP:Iteration 8F (50436.090000 sec): 3 clusters
  Score: Raw -41635317.553451 + Penalty 4164.282548 = -41631153.270903
  nChanged 19029
		SP:Iteration 9F (50437.980000 sec): 3 clusters
  Score: Raw -41652359.936838 + Penalty 4164.282548 = -41648195.654290
  nChanged 12159
		SP:Iteration 10Q (50439.790000 sec): 3 clusters
  Score: Raw -41662726.924188 + Penalty 4164.282548 = -41658562.641640
  nChanged 7153
		SP:Iteration 11Q (50441.490000 sec): 3 clusters
  Score: Raw -41668489.565777 + Penalty 4164.282548 = -41664325.283229
  nChanged 3759
		SP:Iteration 12Q (50443.170000 sec): 3 clusters
  Score: Raw -41671316.977010 + Penalty 4164.282548 = -41667152.694462
  nChanged 1821
		SP:Iteration 13Q (50444.750000 sec): 3 clusters
  Score: Raw -41672644.583851 + Penalty 4164.282548 = -41668480.301303
  nChanged 826
		SP:Iteration 14Q (50446.300000 sec): 3 clusters
  Score: Raw -41673217.392804 + Penalty 4164.282548 = -41669053.110256
  nChanged 335
		SP:Iteration 15Q (50447.750000 sec): 3 clusters
  Score: Raw -41673443.380562 + Penalty 4164.282548 = -41669279.098014
  nChanged 182
		SP:Iteration 16Q (50449.190000 sec): 3 clusters
  Score: Raw -41673573.159455 + Penalty 4164.282548 = -41669408.876907
  nChanged 96
		SP:Iteration 17Q (50450.640000 sec): 3 clusters
  Score: Raw -41673641.955425 + Penalty 4164.282548 = -41669477.672877
  nChanged 56
		SP:Iteration 18Q (50452.240000 sec): 3 clusters
  Score: Raw -41673683.241391 + Penalty 4164.282548 = -41669518.958843
  nChanged 57
		SP:Iteration 19Q (50453.790000 sec): 3 clusters
  Score: Raw -41673727.605847 + Penalty 4164.282548 = -41669563.323299
  nChanged 51
		SP:Iteration 20F (50455.420000 sec): 3 clusters
  Score: Raw -41673763.724012 + Penalty 4164.282548 = -41669599.441464
  nChanged 28
		SP:Iteration 21Q (50456.890000 sec): 3 clusters
  Score: Raw -41673778.488898 + Penalty 4164.282548 = -41669614.206350
  nChanged 13
		SP:Iteration 22Q (50458.390000 sec): 3 clusters
  Score: Raw -41673785.327117 + Penalty 4164.282548 = -41669621.044569
  nChanged 15
		SP:Iteration 23Q (50459.820000 sec): 3 clusters
  Score: Raw -41673794.533122 + Penalty 4164.282548 = -41669630.250574
  nChanged 12
		SP:Iteration 24Q (50461.350000 sec): 3 clusters
  Score: Raw -41673801.706533 + Penalty 4164.282548 = -41669637.423985
  nChanged 7
		SP:Iteration 25Q (50462.920000 sec): 3 clusters
  Score: Raw -41673806.600879 + Penalty 4164.282548 = -41669642.318331
  nChanged 5
		SP:Iteration 26Q (50464.330000 sec): 3 clusters
  Score: Raw -41673807.869697 + Penalty 4164.282548 = -41669643.587149
  nChanged 1
		SP:Iteration 27Q (50465.790000 sec): 3 clusters
  Score: Raw -41673808.483287 + Penalty 4164.282548 = -41669644.200739
  nChanged 0
		SP:Iteration 28F (50467.520000 sec): 3 clusters
  Score: Raw -41673808.483287 + Penalty 4164.282548 = -41669644.200739
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (18671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50467.880000 sec): 2 clusters
  Score: Raw -2102262.185378 + Penalty 1598.143105 = -2100664.042273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50468.190000 sec): 3 clusters
  Score: Raw -2091174.541460 + Penalty 3196.286209 = -2087978.255251
  nChanged 8362
		SP:Iteration 1F (50468.500000 sec): 3 clusters
  Score: Raw -2095716.372985 + Penalty 3196.286209 = -2092520.086776
  nChanged 1020
		SP:Iteration 2F (50468.770000 sec): 3 clusters
  Score: Raw -2096099.647610 + Penalty 3196.286209 = -2092903.361401
  nChanged 845
		SP:Iteration 3Q (50469.100000 sec): 3 clusters
  Score: Raw -2096408.217388 + Penalty 3196.286209 = -2093211.931179
  nChanged 804
		SP:Iteration 4Q (50469.440000 sec): 3 clusters
  Score: Raw -2096758.961331 + Penalty 3196.286209 = -2093562.675122
  nChanged 854
		SP:Iteration 5Q (50469.710000 sec): 3 clusters
  Score: Raw -2097148.322039 + Penalty 3196.286209 = -2093952.035830
  nChanged 849
		SP:Iteration 6Q (50469.970000 sec): 3 clusters
  Score: Raw -2097555.770915 + Penalty 3196.286209 = -2094359.484706
  nChanged 821
		SP:Iteration 7Q (50470.270000 sec): 3 clusters
  Score: Raw -2097984.447211 + Penalty 3196.286209 = -2094788.161002
  nChanged 813
		SP:Iteration 8Q (50470.600000 sec): 3 clusters
  Score: Raw -2098425.936323 + Penalty 3196.286209 = -2095229.650114
  nChanged 829
		SP:Iteration 9Q (50470.920000 sec): 3 clusters
  Score: Raw -2098897.095247 + Penalty 3196.286209 = -2095700.809038
  nChanged 793
		SP:Iteration 10Q (50471.230000 sec): 3 clusters
  Score: Raw -2099365.991413 + Penalty 3196.286209 = -2096169.705204
  nChanged 760
		SP:Iteration 11Q (50471.550000 sec): 3 clusters
  Score: Raw -2099822.822298 + Penalty 3196.286209 = -2096626.536089
  nChanged 687
		SP:Iteration 12Q (50471.860000 sec): 3 clusters
  Score: Raw -2100209.887567 + Penalty 3196.286209 = -2097013.601358
  nChanged 600
		SP:Iteration 13Q (50472.120000 sec): 3 clusters
  Score: Raw -2100548.433760 + Penalty 3196.286209 = -2097352.147551
  nChanged 500
		SP:Iteration 14Q (50472.500000 sec): 3 clusters
  Score: Raw -2100827.704457 + Penalty 3196.286209 = -2097631.418248
  nChanged 444
		SP:Iteration 15Q (50472.810000 sec): 3 clusters
  Score: Raw -2101067.810086 + Penalty 3196.286209 = -2097871.523876
  nChanged 364
		SP:Iteration 16Q (50473.080000 sec): 3 clusters
  Score: Raw -2101257.312464 + Penalty 3196.286209 = -2098061.026255
  nChanged 310
		SP:Iteration 17Q (50473.400000 sec): 3 clusters
  Score: Raw -2101438.744130 + Penalty 3196.286209 = -2098242.457921
  nChanged 299
		SP:Iteration 18Q (50473.670000 sec): 3 clusters
  Score: Raw -2101627.329791 + Penalty 3196.286209 = -2098431.043582
  nChanged 254
		SP:Iteration 19Q (50474.010000 sec): 3 clusters
  Score: Raw -2101780.715025 + Penalty 3196.286209 = -2098584.428816
  nChanged 225
		SP:Iteration 20F (50474.330000 sec): 3 clusters
  Score: Raw -2101928.899355 + Penalty 3196.286209 = -2098732.613146
  nChanged 212
		SP:Iteration 21Q (50474.590000 sec): 3 clusters
  Score: Raw -2102068.632165 + Penalty 3196.286209 = -2098872.345956
  nChanged 171
		SP:Iteration 22Q (50474.890000 sec): 3 clusters
  Score: Raw -2102186.881202 + Penalty 3196.286209 = -2098990.594993
  nChanged 144
		SP:Iteration 23Q (50475.230000 sec): 3 clusters
  Score: Raw -2102273.099777 + Penalty 3196.286209 = -2099076.813568
  nChanged 103
		SP:Iteration 24Q (50475.490000 sec): 3 clusters
  Score: Raw -2102330.431186 + Penalty 3196.286209 = -2099134.144977
  nChanged 83
		SP:Iteration 25Q (50475.770000 sec): 3 clusters
  Score: Raw -2102372.511339 + Penalty 3196.286209 = -2099176.225130
  nChanged 54
		SP:Iteration 26Q (50476.070000 sec): 3 clusters
  Score: Raw -2102402.800118 + Penalty 3196.286209 = -2099206.513909
  nChanged 44
		SP:Iteration 27Q (50476.380000 sec): 3 clusters
  Score: Raw -2102423.170510 + Penalty 3196.286209 = -2099226.884301
  nChanged 40
		SP:Iteration 28Q (50476.720000 sec): 3 clusters
  Score: Raw -2102446.053116 + Penalty 3196.286209 = -2099249.766907
  nChanged 29
		SP:Iteration 29Q (50477.070000 sec): 3 clusters
  Score: Raw -2102465.186484 + Penalty 3196.286209 = -2099268.900275
  nChanged 27
		SP:Iteration 30Q (50477.300000 sec): 3 clusters
  Score: Raw -2102480.954026 + Penalty 3196.286209 = -2099284.667817
  nChanged 19
		SP:Iteration 31Q (50477.620000 sec): 3 clusters
  Score: Raw -2102491.042477 + Penalty 3196.286209 = -2099294.756268
  nChanged 19
		SP:Iteration 32Q (50477.890000 sec): 3 clusters
  Score: Raw -2102501.864632 + Penalty 3196.286209 = -2099305.578422
  nChanged 16
		SP:Iteration 33Q (50478.180000 sec): 3 clusters
  Score: Raw -2102510.082052 + Penalty 3196.286209 = -2099313.795843
  nChanged 12
		SP:Iteration 34Q (50478.480000 sec): 3 clusters
  Score: Raw -2102515.445419 + Penalty 3196.286209 = -2099319.159210
  nChanged 10
		SP:Iteration 35Q (50478.720000 sec): 3 clusters
  Score: Raw -2102518.914782 + Penalty 3196.286209 = -2099322.628573
  nChanged 8
		SP:Iteration 36Q (50478.970000 sec): 3 clusters
  Score: Raw -2102523.385888 + Penalty 3196.286209 = -2099327.099679
  nChanged 12
		SP:Iteration 37Q (50479.260000 sec): 3 clusters
  Score: Raw -2102528.405475 + Penalty 3196.286209 = -2099332.119266
  nChanged 6
		SP:Iteration 38Q (50479.520000 sec): 3 clusters
  Score: Raw -2102530.511424 + Penalty 3196.286209 = -2099334.225215
  nChanged 3
		SP:Iteration 39Q (50479.780000 sec): 3 clusters
  Score: Raw -2102531.591075 + Penalty 3196.286209 = -2099335.304866
  nChanged 1
		SP:Iteration 40F (50480.110000 sec): 3 clusters
  Score: Raw -2102532.494863 + Penalty 3196.286209 = -2099336.208654
  nChanged 1
		SP:Iteration 41Q (50480.370000 sec): 3 clusters
  Score: Raw -2102532.955122 + Penalty 3196.286209 = -2099336.668913
  nChanged 2
		SP:Iteration 42Q (50480.650000 sec): 3 clusters
  Score: Raw -2102533.604307 + Penalty 3196.286209 = -2099337.318098
  nChanged 1
		SP:Iteration 43Q (50480.920000 sec): 3 clusters
  Score: Raw -2102533.771487 + Penalty 3196.286209 = -2099337.485278
  nChanged 1
		SP:Iteration 44Q (50481.210000 sec): 3 clusters
  Score: Raw -2102534.126069 + Penalty 3196.286209 = -2099337.839860
  nChanged 1
		SP:Iteration 45Q (50481.500000 sec): 3 clusters
  Score: Raw -2102534.406938 + Penalty 3196.286209 = -2099338.120729
  nChanged 0
		SP:Iteration 46F (50481.780000 sec): 3 clusters
  Score: Raw -2102534.406938 + Penalty 3196.286209 = -2099338.120729
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (36576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50482.050000 sec): 2 clusters
  Score: Raw -4310732.737108 + Penalty 1707.411480 = -4309025.325628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50482.440000 sec): 3 clusters
  Score: Raw -4288007.628074 + Penalty 3414.822959 = -4284592.805115
  nChanged 16995
		SP:Iteration 1F (50482.830000 sec): 3 clusters
  Score: Raw -4297685.949637 + Penalty 3414.822959 = -4294271.126678
  nChanged 2101
		SP:Iteration 2F (50483.240000 sec): 3 clusters
  Score: Raw -4298751.682871 + Penalty 3414.822959 = -4295336.859912
  nChanged 2501
		SP:Iteration 3F (50483.700000 sec): 3 clusters
  Score: Raw -4300291.342424 + Penalty 3414.822959 = -4296876.519465
  nChanged 2727
		SP:Iteration 4F (50484.020000 sec): 3 clusters
  Score: Raw -4302220.160585 + Penalty 3414.822959 = -4298805.337626
  nChanged 2576
		SP:Iteration 5F (50484.430000 sec): 3 clusters
  Score: Raw -4304158.141923 + Penalty 3414.822959 = -4300743.318964
  nChanged 2275
		SP:Iteration 6F (50484.790000 sec): 3 clusters
  Score: Raw -4306009.994917 + Penalty 3414.822959 = -4302595.171958
  nChanged 1918
		SP:Iteration 7F (50485.180000 sec): 3 clusters
  Score: Raw -4307666.170352 + Penalty 3414.822959 = -4304251.347393
  nChanged 1467
		SP:Iteration 8Q (50485.540000 sec): 3 clusters
  Score: Raw -4309035.116438 + Penalty 3414.822959 = -4305620.293479
  nChanged 999
		SP:Iteration 9Q (50485.930000 sec): 3 clusters
  Score: Raw -4309974.069826 + Penalty 3414.822959 = -4306559.246867
  nChanged 511
		SP:Iteration 10Q (50486.270000 sec): 3 clusters
  Score: Raw -4310419.534149 + Penalty 3414.822959 = -4307004.711190
  nChanged 263
		SP:Iteration 11Q (50486.580000 sec): 3 clusters
  Score: Raw -4310666.081915 + Penalty 3414.822959 = -4307251.258956
  nChanged 146
		SP:Iteration 12Q (50486.870000 sec): 3 clusters
  Score: Raw -4310814.824312 + Penalty 3414.822959 = -4307400.001352
  nChanged 72
		SP:Iteration 13Q (50487.190000 sec): 3 clusters
  Score: Raw -4310894.221259 + Penalty 3414.822959 = -4307479.398300
  nChanged 40
		SP:Iteration 14Q (50487.600000 sec): 3 clusters
  Score: Raw -4310932.389338 + Penalty 3414.822959 = -4307517.566379
  nChanged 18
		SP:Iteration 15Q (50488.030000 sec): 3 clusters
  Score: Raw -4310955.419160 + Penalty 3414.822959 = -4307540.596201
  nChanged 15
		SP:Iteration 16Q (50488.410000 sec): 3 clusters
  Score: Raw -4310967.168232 + Penalty 3414.822959 = -4307552.345273
  nChanged 7
		SP:Iteration 17Q (50488.780000 sec): 3 clusters
  Score: Raw -4310973.993354 + Penalty 3414.822959 = -4307559.170394
  nChanged 4
		SP:Iteration 18Q (50489.170000 sec): 3 clusters
  Score: Raw -4310977.100868 + Penalty 3414.822959 = -4307562.277909
  nChanged 2
		SP:Iteration 19Q (50489.610000 sec): 3 clusters
  Score: Raw -4310978.387365 + Penalty 3414.822959 = -4307563.564405
  nChanged 1
		SP:Iteration 20F (50489.970000 sec): 3 clusters
  Score: Raw -4310979.823940 + Penalty 3414.822959 = -4307565.000981
  nChanged 3
		SP:Iteration 21Q (50490.350000 sec): 3 clusters
  Score: Raw -4310981.244454 + Penalty 3414.822959 = -4307566.421495
  nChanged 0
		SP:Iteration 22F (50490.710000 sec): 3 clusters
  Score: Raw -4310981.244454 + Penalty 3414.822959 = -4307566.421495
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (62777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50491.110000 sec): 2 clusters
  Score: Raw -7700690.904797 + Penalty 1795.193407 = -7698895.711389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50491.650000 sec): 3 clusters
  Score: Raw -7660433.553005 + Penalty 3590.386814 = -7656843.166191
  nChanged 29579
		SP:Iteration 1F (50492.160000 sec): 3 clusters
  Score: Raw -7677297.995393 + Penalty 3590.386814 = -7673707.608579
  nChanged 2315
		SP:Iteration 2Q (50492.680000 sec): 3 clusters
  Score: Raw -7677986.054246 + Penalty 3590.386814 = -7674395.667432
  nChanged 2510
		SP:Iteration 3Q (50493.250000 sec): 3 clusters
  Score: Raw -7678890.186254 + Penalty 3590.386814 = -7675299.799440
  nChanged 2779
		SP:Iteration 4Q (50493.780000 sec): 3 clusters
  Score: Raw -7680150.340443 + Penalty 3590.386814 = -7676559.953629
  nChanged 3222
		SP:Iteration 5F (50494.250000 sec): 3 clusters
  Score: Raw -7681961.911602 + Penalty 3590.386814 = -7678371.524788
  nChanged 3830
		SP:Iteration 6F (50494.780000 sec): 3 clusters
  Score: Raw -7684508.085064 + Penalty 3590.386814 = -7680917.698250
  nChanged 4354
		SP:Iteration 7F (50495.270000 sec): 3 clusters
  Score: Raw -7687871.214072 + Penalty 3590.386814 = -7684280.827257
  nChanged 4361
		SP:Iteration 8F (50495.780000 sec): 3 clusters
  Score: Raw -7691540.124806 + Penalty 3590.386814 = -7687949.737992
  nChanged 3970
		SP:Iteration 9F (50496.290000 sec): 3 clusters
  Score: Raw -7695064.128327 + Penalty 3590.386814 = -7691473.741513
  nChanged 3053
		SP:Iteration 10Q (50496.820000 sec): 3 clusters
  Score: Raw -7697857.680823 + Penalty 3590.386814 = -7694267.294009
  nChanged 1828
		SP:Iteration 11Q (50497.320000 sec): 3 clusters
  Score: Raw -7699490.330662 + Penalty 3590.386814 = -7695899.943848
  nChanged 918
		SP:Iteration 12Q (50497.790000 sec): 3 clusters
  Score: Raw -7700327.526730 + Penalty 3590.386814 = -7696737.139915
  nChanged 441
		SP:Iteration 13Q (50498.240000 sec): 3 clusters
  Score: Raw -7700743.169460 + Penalty 3590.386814 = -7697152.782646
  nChanged 211
		SP:Iteration 14Q (50498.720000 sec): 3 clusters
  Score: Raw -7700937.153033 + Penalty 3590.386814 = -7697346.766219
  nChanged 126
		SP:Iteration 15Q (50499.160000 sec): 3 clusters
  Score: Raw -7701080.636203 + Penalty 3590.386814 = -7697490.249389
  nChanged 110
		SP:Iteration 16Q (50499.660000 sec): 3 clusters
  Score: Raw -7701209.016675 + Penalty 3590.386814 = -7697618.629860
  nChanged 80
		SP:Iteration 17Q (50500.180000 sec): 3 clusters
  Score: Raw -7701314.825067 + Penalty 3590.386814 = -7697724.438252
  nChanged 83
		SP:Iteration 18Q (50500.630000 sec): 3 clusters
  Score: Raw -7701400.165305 + Penalty 3590.386814 = -7697809.778491
  nChanged 67
		SP:Iteration 19Q (50501.070000 sec): 3 clusters
  Score: Raw -7701461.784854 + Penalty 3590.386814 = -7697871.398040
  nChanged 48
		SP:Iteration 20F (50501.560000 sec): 3 clusters
  Score: Raw -7701495.670954 + Penalty 3590.386814 = -7697905.284140
  nChanged 41
		SP:Iteration 21Q (50502.010000 sec): 3 clusters
  Score: Raw -7701524.623427 + Penalty 3590.386814 = -7697934.236613
  nChanged 33
		SP:Iteration 22Q (50502.460000 sec): 3 clusters
  Score: Raw -7701549.051023 + Penalty 3590.386814 = -7697958.664209
  nChanged 28
		SP:Iteration 23Q (50503.020000 sec): 3 clusters
  Score: Raw -7701567.397057 + Penalty 3590.386814 = -7697977.010243
  nChanged 28
		SP:Iteration 24Q (50503.540000 sec): 3 clusters
  Score: Raw -7701582.372183 + Penalty 3590.386814 = -7697991.985369
  nChanged 21
		SP:Iteration 25Q (50503.980000 sec): 3 clusters
  Score: Raw -7701593.108298 + Penalty 3590.386814 = -7698002.721484
  nChanged 16
		SP:Iteration 26Q (50504.420000 sec): 3 clusters
  Score: Raw -7701600.148009 + Penalty 3590.386814 = -7698009.761195
  nChanged 15
		SP:Iteration 27Q (50504.810000 sec): 3 clusters
  Score: Raw -7701605.815433 + Penalty 3590.386814 = -7698015.428619
  nChanged 16
		SP:Iteration 28Q (50505.230000 sec): 3 clusters
  Score: Raw -7701616.851599 + Penalty 3590.386814 = -7698026.464785
  nChanged 24
		SP:Iteration 29Q (50505.700000 sec): 3 clusters
  Score: Raw -7701631.373972 + Penalty 3590.386814 = -7698040.987158
  nChanged 22
		SP:Iteration 30Q (50506.120000 sec): 3 clusters
  Score: Raw -7701641.081474 + Penalty 3590.386814 = -7698050.694660
  nChanged 20
		SP:Iteration 31Q (50506.560000 sec): 3 clusters
  Score: Raw -7701649.992687 + Penalty 3590.386814 = -7698059.605873
  nChanged 22
		SP:Iteration 32Q (50507.070000 sec): 3 clusters
  Score: Raw -7701661.680815 + Penalty 3590.386814 = -7698071.294001
  nChanged 18
		SP:Iteration 33Q (50507.520000 sec): 3 clusters
  Score: Raw -7701668.904150 + Penalty 3590.386814 = -7698078.517336
  nChanged 19
		SP:Iteration 34Q (50508.000000 sec): 3 clusters
  Score: Raw -7701676.387759 + Penalty 3590.386814 = -7698086.000945
  nChanged 19
		SP:Iteration 35Q (50508.510000 sec): 3 clusters
  Score: Raw -7701686.240838 + Penalty 3590.386814 = -7698095.854024
  nChanged 20
		SP:Iteration 36Q (50508.950000 sec): 3 clusters
  Score: Raw -7701694.099999 + Penalty 3590.386814 = -7698103.713184
  nChanged 20
		SP:Iteration 37Q (50509.410000 sec): 3 clusters
  Score: Raw -7701701.625255 + Penalty 3590.386814 = -7698111.238441
  nChanged 20
		SP:Iteration 38Q (50509.840000 sec): 3 clusters
  Score: Raw -7701709.532405 + Penalty 3590.386814 = -7698119.145591
  nChanged 18
		SP:Iteration 39Q (50510.320000 sec): 3 clusters
  Score: Raw -7701716.992117 + Penalty 3590.386814 = -7698126.605303
  nChanged 15
		SP:Iteration 40F (50510.890000 sec): 3 clusters
  Score: Raw -7701722.588800 + Penalty 3590.386814 = -7698132.201986
  nChanged 15
		SP:Iteration 41Q (50511.350000 sec): 3 clusters
  Score: Raw -7701727.944713 + Penalty 3590.386814 = -7698137.557899
  nChanged 13
		SP:Iteration 42Q (50511.800000 sec): 3 clusters
  Score: Raw -7701731.709185 + Penalty 3590.386814 = -7698141.322371
  nChanged 11
		SP:Iteration 43Q (50512.300000 sec): 3 clusters
  Score: Raw -7701735.065895 + Penalty 3590.386814 = -7698144.679081
  nChanged 8
		SP:Iteration 44Q (50512.770000 sec): 3 clusters
  Score: Raw -7701737.007766 + Penalty 3590.386814 = -7698146.620952
  nChanged 4
		SP:Iteration 45Q (50513.270000 sec): 3 clusters
  Score: Raw -7701739.054546 + Penalty 3590.386814 = -7698148.667732
  nChanged 6
		SP:Iteration 46Q (50513.730000 sec): 3 clusters
  Score: Raw -7701741.383585 + Penalty 3590.386814 = -7698150.996771
  nChanged 7
		SP:Iteration 47Q (50514.210000 sec): 3 clusters
  Score: Raw -7701743.688718 + Penalty 3590.386814 = -7698153.301904
  nChanged 5
		SP:Iteration 48Q (50514.700000 sec): 3 clusters
  Score: Raw -7701745.027224 + Penalty 3590.386814 = -7698154.640410
  nChanged 4
		SP:Iteration 49Q (50515.140000 sec): 3 clusters
  Score: Raw -7701746.139494 + Penalty 3590.386814 = -7698155.752680
  nChanged 4
		SP:Iteration 50Q (50515.520000 sec): 3 clusters
  Score: Raw -7701747.323554 + Penalty 3590.386814 = -7698156.936740
  nChanged 7
		SP:Iteration 51Q (50515.950000 sec): 3 clusters
  Score: Raw -7701749.306874 + Penalty 3590.386814 = -7698158.920060
  nChanged 8
		SP:Iteration 52Q (50516.360000 sec): 3 clusters
  Score: Raw -7701751.114623 + Penalty 3590.386814 = -7698160.727808
  nChanged 6
		SP:Iteration 53Q (50516.790000 sec): 3 clusters
  Score: Raw -7701752.672501 + Penalty 3590.386814 = -7698162.285687
  nChanged 7
		SP:Iteration 54Q (50517.260000 sec): 3 clusters
  Score: Raw -7701755.155297 + Penalty 3590.386814 = -7698164.768483
  nChanged 6
		SP:Iteration 55Q (50517.690000 sec): 3 clusters
  Score: Raw -7701757.045430 + Penalty 3590.386814 = -7698166.658616
  nChanged 9
		SP:Iteration 56Q (50518.100000 sec): 3 clusters
  Score: Raw -7701759.455975 + Penalty 3590.386814 = -7698169.069161
  nChanged 4
		SP:Iteration 57Q (50518.590000 sec): 3 clusters
  Score: Raw -7701760.345153 + Penalty 3590.386814 = -7698169.958339
  nChanged 4
		SP:Iteration 58Q (50519.000000 sec): 3 clusters
  Score: Raw -7701761.746344 + Penalty 3590.386814 = -7698171.359530
  nChanged 5
		SP:Iteration 59Q (50519.420000 sec): 3 clusters
  Score: Raw -7701762.917716 + Penalty 3590.386814 = -7698172.530901
  nChanged 4
		SP:Iteration 60F (50519.860000 sec): 3 clusters
  Score: Raw -7701763.874431 + Penalty 3590.386814 = -7698173.487617
  nChanged 4
		SP:Iteration 61Q (50520.370000 sec): 3 clusters
  Score: Raw -7701765.022500 + Penalty 3590.386814 = -7698174.635686
  nChanged 6
		SP:Iteration 62Q (50520.820000 sec): 3 clusters
  Score: Raw -7701767.084895 + Penalty 3590.386814 = -7698176.698081
  nChanged 12
		SP:Iteration 63Q (50521.320000 sec): 3 clusters
  Score: Raw -7701769.885370 + Penalty 3590.386814 = -7698179.498556
  nChanged 10
		SP:Iteration 64Q (50521.760000 sec): 3 clusters
  Score: Raw -7701772.378881 + Penalty 3590.386814 = -7698181.992067
  nChanged 5
		SP:Iteration 65Q (50522.200000 sec): 3 clusters
  Score: Raw -7701773.305703 + Penalty 3590.386814 = -7698182.918889
  nChanged 2
		SP:Iteration 66Q (50522.780000 sec): 3 clusters
  Score: Raw -7701773.705349 + Penalty 3590.386814 = -7698183.318535
  nChanged 2
		SP:Iteration 67Q (50523.220000 sec): 3 clusters
  Score: Raw -7701774.035717 + Penalty 3590.386814 = -7698183.648903
  nChanged 2
		SP:Iteration 68Q (50523.770000 sec): 3 clusters
  Score: Raw -7701774.402467 + Penalty 3590.386814 = -7698184.015653
  nChanged 1
		SP:Iteration 69Q (50524.270000 sec): 3 clusters
  Score: Raw -7701774.504282 + Penalty 3590.386814 = -7698184.117468
  nChanged 0
		SP:Iteration 70F (50524.770000 sec): 3 clusters
  Score: Raw -7701774.504282 + Penalty 3590.386814 = -7698184.117468
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50524.890000 sec): 2 clusters
  Score: Raw -132590.056645 + Penalty 1157.596828 = -131432.459817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50525.120000 sec): 3 clusters
  Score: Raw -132180.038089 + Penalty 2315.193655 = -129864.844433
  nChanged 385
		SP:Iteration 1F (50525.300000 sec): 3 clusters
  Score: Raw -132566.750297 + Penalty 2315.193655 = -130251.556642
  nChanged 114
		SP:Iteration 2F (50525.480000 sec): 3 clusters
  Score: Raw -132802.731523 + Penalty 2315.193655 = -130487.537867
  nChanged 107
		SP:Iteration 3F (50525.620000 sec): 3 clusters
  Score: Raw -133024.201766 + Penalty 2315.193655 = -130709.008110
  nChanged 73
		SP:Iteration 4F (50525.820000 sec): 3 clusters
  Score: Raw -133156.823211 + Penalty 2315.193655 = -130841.629556
  nChanged 58
		SP:Iteration 5Q (50526.000000 sec): 3 clusters
  Score: Raw -133247.320116 + Penalty 2315.193655 = -130932.126461
  nChanged 42
		SP:Iteration 6Q (50526.160000 sec): 3 clusters
  Score: Raw -133317.226245 + Penalty 2315.193655 = -131002.032589
  nChanged 29
		SP:Iteration 7Q (50526.360000 sec): 3 clusters
  Score: Raw -133360.974005 + Penalty 2315.193655 = -131045.780350
  nChanged 19
		SP:Iteration 8Q (50526.490000 sec): 3 clusters
  Score: Raw -133408.677016 + Penalty 2315.193655 = -131093.483361
  nChanged 20
		SP:Iteration 9Q (50526.640000 sec): 3 clusters
  Score: Raw -133437.714177 + Penalty 2315.193655 = -131122.520521
  nChanged 11
		SP:Iteration 10Q (50526.800000 sec): 3 clusters
  Score: Raw -133459.524895 + Penalty 2315.193655 = -131144.331240
  nChanged 8
		SP:Iteration 11Q (50526.970000 sec): 3 clusters
  Score: Raw -133486.176671 + Penalty 2315.193655 = -131170.983016
  nChanged 7
		SP:Iteration 12Q (50527.140000 sec): 3 clusters
  Score: Raw -133529.847651 + Penalty 2315.193655 = -131214.653996
  nChanged 14
		SP:Iteration 13Q (50527.320000 sec): 3 clusters
  Score: Raw -133585.557420 + Penalty 2315.193655 = -131270.363765
  nChanged 12
		SP:Iteration 14Q (50527.500000 sec): 3 clusters
  Score: Raw -133602.312626 + Penalty 2315.193655 = -131287.118971
  nChanged 8
		SP:Iteration 15Q (50527.680000 sec): 3 clusters
  Score: Raw -133618.180492 + Penalty 2315.193655 = -131302.986837
  nChanged 7
		SP:Iteration 16Q (50527.860000 sec): 3 clusters
  Score: Raw -133628.383690 + Penalty 2315.193655 = -131313.190035
  nChanged 5
		SP:Iteration 17Q (50528.020000 sec): 3 clusters
  Score: Raw -133638.236533 + Penalty 2315.193655 = -131323.042878
  nChanged 4
		SP:Iteration 18Q (50528.160000 sec): 3 clusters
  Score: Raw -133646.160405 + Penalty 2315.193655 = -131330.966750
  nChanged 4
		SP:Iteration 19Q (50528.350000 sec): 3 clusters
  Score: Raw -133657.108839 + Penalty 2315.193655 = -131341.915183
  nChanged 10
		SP:Iteration 20F (50528.480000 sec): 3 clusters
  Score: Raw -133683.351228 + Penalty 2315.193655 = -131368.157573
  nChanged 10
		SP:Iteration 21Q (50528.660000 sec): 3 clusters
  Score: Raw -133704.036246 + Penalty 2315.193655 = -131388.842591
  nChanged 13
		SP:Iteration 22Q (50528.810000 sec): 3 clusters
  Score: Raw -133727.889092 + Penalty 2315.193655 = -131412.695437
  nChanged 14
		SP:Iteration 23Q (50528.980000 sec): 3 clusters
  Score: Raw -133748.161087 + Penalty 2315.193655 = -131432.967431
  nChanged 9
		SP:Iteration 24Q (50529.160000 sec): 3 clusters
  Score: Raw -133764.945903 + Penalty 2315.193655 = -131449.752248
  nChanged 13
		SP:Iteration 25Q (50529.340000 sec): 3 clusters
  Score: Raw -133787.206171 + Penalty 2315.193655 = -131472.012515
  nChanged 11
		SP:Iteration 26Q (50529.550000 sec): 3 clusters
  Score: Raw -133803.419838 + Penalty 2315.193655 = -131488.226183
  nChanged 5
		SP:Iteration 27Q (50529.720000 sec): 3 clusters
  Score: Raw -133807.330772 + Penalty 2315.193655 = -131492.137117
  nChanged 4
		SP:Iteration 28Q (50529.930000 sec): 3 clusters
  Score: Raw -133811.002441 + Penalty 2315.193655 = -131495.808786
  nChanged 1
		SP:Iteration 29Q (50530.110000 sec): 3 clusters
  Score: Raw -133811.321522 + Penalty 2315.193655 = -131496.127867
  nChanged 0
		SP:Iteration 30F (50530.240000 sec): 3 clusters
  Score: Raw -133811.321522 + Penalty 2315.193655 = -131496.127867
  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 11.42 GB.

 Trying to split cluster 9 (9138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50530.340000 sec): 2 clusters
  Score: Raw -1114144.927480 + Penalty 1482.031984 = -1112662.895497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50530.560000 sec): 3 clusters
  Score: Raw -1109043.089242 + Penalty 2964.063967 = -1106079.025275
  nChanged 3940
		SP:Iteration 1F (50530.800000 sec): 3 clusters
  Score: Raw -1111182.834303 + Penalty 2964.063967 = -1108218.770336
  nChanged 617
		SP:Iteration 2F (50530.990000 sec): 3 clusters
  Score: Raw -1111529.689106 + Penalty 2964.063967 = -1108565.625139
  nChanged 572
		SP:Iteration 3F (50531.250000 sec): 3 clusters
  Score: Raw -1111860.605177 + Penalty 2964.063967 = -1108896.541210
  nChanged 556
		SP:Iteration 4F (50531.540000 sec): 3 clusters
  Score: Raw -1112200.459896 + Penalty 2964.063967 = -1109236.395928
  nChanged 516
		SP:Iteration 5F (50531.760000 sec): 3 clusters
  Score: Raw -1112470.661641 + Penalty 2964.063967 = -1109506.597674
  nChanged 433
		SP:Iteration 6Q (50532.060000 sec): 3 clusters
  Score: Raw -1112711.078116 + Penalty 2964.063967 = -1109747.014149
  nChanged 367
		SP:Iteration 7Q (50532.300000 sec): 3 clusters
  Score: Raw -1112902.021886 + Penalty 2964.063967 = -1109937.957919
  nChanged 330
		SP:Iteration 8Q (50532.540000 sec): 3 clusters
  Score: Raw -1113078.093524 + Penalty 2964.063967 = -1110114.029557
  nChanged 306
		SP:Iteration 9Q (50532.770000 sec): 3 clusters
  Score: Raw -1113246.801872 + Penalty 2964.063967 = -1110282.737904
  nChanged 289
		SP:Iteration 10Q (50533.020000 sec): 3 clusters
  Score: Raw -1113423.203078 + Penalty 2964.063967 = -1110459.139111
  nChanged 288
		SP:Iteration 11Q (50533.200000 sec): 3 clusters
  Score: Raw -1113597.184234 + Penalty 2964.063967 = -1110633.120267
  nChanged 256
		SP:Iteration 12Q (50533.480000 sec): 3 clusters
  Score: Raw -1113754.543654 + Penalty 2964.063967 = -1110790.479687
  nChanged 229
		SP:Iteration 13Q (50533.710000 sec): 3 clusters
  Score: Raw -1113896.685347 + Penalty 2964.063967 = -1110932.621380
  nChanged 189
		SP:Iteration 14Q (50533.920000 sec): 3 clusters
  Score: Raw -1114016.816933 + Penalty 2964.063967 = -1111052.752965
  nChanged 152
		SP:Iteration 15Q (50534.210000 sec): 3 clusters
  Score: Raw -1114110.374095 + Penalty 2964.063967 = -1111146.310128
  nChanged 117
		SP:Iteration 16Q (50534.410000 sec): 3 clusters
  Score: Raw -1114183.217309 + Penalty 2964.063967 = -1111219.153342
  nChanged 108
		SP:Iteration 17Q (50534.680000 sec): 3 clusters
  Score: Raw -1114256.657547 + Penalty 2964.063967 = -1111292.593580
  nChanged 81
		SP:Iteration 18Q (50534.910000 sec): 3 clusters
  Score: Raw -1114313.149834 + Penalty 2964.063967 = -1111349.085867
  nChanged 60
		SP:Iteration 19Q (50535.130000 sec): 3 clusters
  Score: Raw -1114358.398535 + Penalty 2964.063967 = -1111394.334568
  nChanged 49
		SP:Iteration 20F (50535.330000 sec): 3 clusters
  Score: Raw -1114385.733683 + Penalty 2964.063967 = -1111421.669716
  nChanged 34
		SP:Iteration 21Q (50535.620000 sec): 3 clusters
  Score: Raw -1114404.597316 + Penalty 2964.063967 = -1111440.533349
  nChanged 21
		SP:Iteration 22Q (50535.820000 sec): 3 clusters
  Score: Raw -1114417.358000 + Penalty 2964.063967 = -1111453.294033
  nChanged 18
		SP:Iteration 23Q (50536.040000 sec): 3 clusters
  Score: Raw -1114427.747064 + Penalty 2964.063967 = -1111463.683096
  nChanged 13
		SP:Iteration 24Q (50536.280000 sec): 3 clusters
  Score: Raw -1114434.467572 + Penalty 2964.063967 = -1111470.403605
  nChanged 10
		SP:Iteration 25Q (50536.560000 sec): 3 clusters
  Score: Raw -1114438.800977 + Penalty 2964.063967 = -1111474.737010
  nChanged 6
		SP:Iteration 26Q (50536.800000 sec): 3 clusters
  Score: Raw -1114442.552556 + Penalty 2964.063967 = -1111478.488588
  nChanged 7
		SP:Iteration 27Q (50537.010000 sec): 3 clusters
  Score: Raw -1114447.674039 + Penalty 2964.063967 = -1111483.610072
  nChanged 7
		SP:Iteration 28Q (50537.240000 sec): 3 clusters
  Score: Raw -1114452.673242 + Penalty 2964.063967 = -1111488.609275
  nChanged 6
		SP:Iteration 29Q (50537.420000 sec): 3 clusters
  Score: Raw -1114456.051393 + Penalty 2964.063967 = -1111491.987426
  nChanged 5
		SP:Iteration 30Q (50537.680000 sec): 3 clusters
  Score: Raw -1114457.520879 + Penalty 2964.063967 = -1111493.456912
  nChanged 3
		SP:Iteration 31Q (50537.890000 sec): 3 clusters
  Score: Raw -1114458.789812 + Penalty 2964.063967 = -1111494.725845
  nChanged 5
		SP:Iteration 32Q (50538.080000 sec): 3 clusters
  Score: Raw -1114461.283738 + Penalty 2964.063967 = -1111497.219771
  nChanged 7
		SP:Iteration 33Q (50538.380000 sec): 3 clusters
  Score: Raw -1114465.603115 + Penalty 2964.063967 = -1111501.539148
  nChanged 6
		SP:Iteration 34Q (50538.600000 sec): 3 clusters
  Score: Raw -1114469.572192 + Penalty 2964.063967 = -1111505.508225
  nChanged 2
		SP:Iteration 35Q (50538.780000 sec): 3 clusters
  Score: Raw -1114470.555215 + Penalty 2964.063967 = -1111506.491248
  nChanged 2
		SP:Iteration 36Q (50539.030000 sec): 3 clusters
  Score: Raw -1114471.762698 + Penalty 2964.063967 = -1111507.698731
  nChanged 3
		SP:Iteration 37Q (50539.250000 sec): 3 clusters
  Score: Raw -1114474.429587 + Penalty 2964.063967 = -1111510.365620
  nChanged 3
		SP:Iteration 38Q (50539.430000 sec): 3 clusters
  Score: Raw -1114477.075532 + Penalty 2964.063967 = -1111513.011565
  nChanged 4
		SP:Iteration 39Q (50539.740000 sec): 3 clusters
  Score: Raw -1114479.302156 + Penalty 2964.063967 = -1111515.238189
  nChanged 2
		SP:Iteration 40F (50539.980000 sec): 3 clusters
  Score: Raw -1114480.375130 + Penalty 2964.063967 = -1111516.311163
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (10130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50540.140000 sec): 2 clusters
  Score: Raw -1224885.379985 + Penalty 1498.779197 = -1223386.600788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50540.370000 sec): 3 clusters
  Score: Raw -1219077.605043 + Penalty 2997.558394 = -1216080.046649
  nChanged 4393
		SP:Iteration 1F (50540.620000 sec): 3 clusters
  Score: Raw -1221493.905775 + Penalty 2997.558394 = -1218496.347380
  nChanged 672
		SP:Iteration 2F (50540.860000 sec): 3 clusters
  Score: Raw -1221796.102638 + Penalty 2997.558394 = -1218798.544244
  nChanged 572
		SP:Iteration 3F (50541.090000 sec): 3 clusters
  Score: Raw -1222050.801820 + Penalty 2997.558394 = -1219053.243426
  nChanged 516
		SP:Iteration 4F (50541.340000 sec): 3 clusters
  Score: Raw -1222284.058609 + Penalty 2997.558394 = -1219286.500215
  nChanged 500
		SP:Iteration 5Q (50541.540000 sec): 3 clusters
  Score: Raw -1222534.474178 + Penalty 2997.558394 = -1219536.915784
  nChanged 541
		SP:Iteration 6F (50541.800000 sec): 3 clusters
  Score: Raw -1222860.405427 + Penalty 2997.558394 = -1219862.847033
  nChanged 553
		SP:Iteration 7F (50542.040000 sec): 3 clusters
  Score: Raw -1223228.030635 + Penalty 2997.558394 = -1220230.472240
  nChanged 523
		SP:Iteration 8F (50542.250000 sec): 3 clusters
  Score: Raw -1223600.260307 + Penalty 2997.558394 = -1220602.701913
  nChanged 471
		SP:Iteration 9Q (50542.480000 sec): 3 clusters
  Score: Raw -1223949.481749 + Penalty 2997.558394 = -1220951.923355
  nChanged 370
		SP:Iteration 10Q (50542.720000 sec): 3 clusters
  Score: Raw -1224237.776001 + Penalty 2997.558394 = -1221240.217607
  nChanged 292
		SP:Iteration 11Q (50542.960000 sec): 3 clusters
  Score: Raw -1224490.073875 + Penalty 2997.558394 = -1221492.515481
  nChanged 234
		SP:Iteration 12Q (50543.230000 sec): 3 clusters
  Score: Raw -1224710.041975 + Penalty 2997.558394 = -1221712.483581
  nChanged 137
		SP:Iteration 13Q (50543.450000 sec): 3 clusters
  Score: Raw -1224849.119492 + Penalty 2997.558394 = -1221851.561098
  nChanged 95
		SP:Iteration 14Q (50543.740000 sec): 3 clusters
  Score: Raw -1224952.660189 + Penalty 2997.558394 = -1221955.101795
  nChanged 63
		SP:Iteration 15Q (50543.960000 sec): 3 clusters
  Score: Raw -1225017.278769 + Penalty 2997.558394 = -1222019.720375
  nChanged 44
		SP:Iteration 16Q (50544.170000 sec): 3 clusters
  Score: Raw -1225056.107560 + Penalty 2997.558394 = -1222058.549166
  nChanged 31
		SP:Iteration 17Q (50544.390000 sec): 3 clusters
  Score: Raw -1225083.225410 + Penalty 2997.558394 = -1222085.667016
  nChanged 12
		SP:Iteration 18Q (50544.580000 sec): 3 clusters
  Score: Raw -1225091.518467 + Penalty 2997.558394 = -1222093.960073
  nChanged 9
		SP:Iteration 19Q (50544.820000 sec): 3 clusters
  Score: Raw -1225096.832747 + Penalty 2997.558394 = -1222099.274353
  nChanged 5
		SP:Iteration 20F (50545.050000 sec): 3 clusters
  Score: Raw -1225102.646477 + Penalty 2997.558394 = -1222105.088082
  nChanged 8
		SP:Iteration 21Q (50545.320000 sec): 3 clusters
  Score: Raw -1225107.526320 + Penalty 2997.558394 = -1222109.967926
  nChanged 3
		SP:Iteration 22Q (50545.510000 sec): 3 clusters
  Score: Raw -1225109.418598 + Penalty 2997.558394 = -1222111.860204
  nChanged 2
		SP:Iteration 23Q (50545.680000 sec): 3 clusters
  Score: Raw -1225110.407361 + Penalty 2997.558394 = -1222112.848967
  nChanged 1
		SP:Iteration 24Q (50545.930000 sec): 3 clusters
  Score: Raw -1225111.046974 + Penalty 2997.558394 = -1222113.488580
  nChanged 1
		SP:Iteration 25Q (50546.180000 sec): 3 clusters
  Score: Raw -1225111.430277 + Penalty 2997.558394 = -1222113.871883
  nChanged 1
		SP:Iteration 26Q (50546.410000 sec): 3 clusters
  Score: Raw -1225111.810725 + Penalty 2997.558394 = -1222114.252331
  nChanged 1
		SP:Iteration 27Q (50546.580000 sec): 3 clusters
  Score: Raw -1225112.193292 + Penalty 2997.558394 = -1222114.634897
  nChanged 0
		SP:Iteration 28F (50546.840000 sec): 3 clusters
  Score: Raw -1225112.193292 + Penalty 2997.558394 = -1222114.634897
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (11151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50547.020000 sec): 2 clusters
  Score: Raw -1117557.095861 + Penalty 1514.383725 = -1116042.712136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50547.270000 sec): 3 clusters
  Score: Raw -1111190.359076 + Penalty 3028.767449 = -1108161.591627
  nChanged 4877
		SP:Iteration 1F (50547.490000 sec): 3 clusters
  Score: Raw -1113874.510506 + Penalty 3028.767449 = -1110845.743057
  nChanged 742
		SP:Iteration 2F (50547.760000 sec): 3 clusters
  Score: Raw -1114306.990191 + Penalty 3028.767449 = -1111278.222742
  nChanged 715
		SP:Iteration 3F (50548.010000 sec): 3 clusters
  Score: Raw -1114787.970220 + Penalty 3028.767449 = -1111759.202771
  nChanged 694
		SP:Iteration 4F (50548.250000 sec): 3 clusters
  Score: Raw -1115207.448112 + Penalty 3028.767449 = -1112178.680663
  nChanged 642
		SP:Iteration 5F (50548.490000 sec): 3 clusters
  Score: Raw -1115567.217476 + Penalty 3028.767449 = -1112538.450027
  nChanged 532
		SP:Iteration 6Q (50548.710000 sec): 3 clusters
  Score: Raw -1115828.913807 + Penalty 3028.767449 = -1112800.146358
  nChanged 401
		SP:Iteration 7Q (50548.960000 sec): 3 clusters
  Score: Raw -1116001.211818 + Penalty 3028.767449 = -1112972.444369
  nChanged 343
		SP:Iteration 8Q (50549.200000 sec): 3 clusters
  Score: Raw -1116123.515337 + Penalty 3028.767449 = -1113094.747888
  nChanged 303
		SP:Iteration 9Q (50549.420000 sec): 3 clusters
  Score: Raw -1116233.855028 + Penalty 3028.767449 = -1113205.087579
  nChanged 258
		SP:Iteration 10Q (50549.670000 sec): 3 clusters
  Score: Raw -1116319.885134 + Penalty 3028.767449 = -1113291.117685
  nChanged 236
		SP:Iteration 11Q (50549.960000 sec): 3 clusters
  Score: Raw -1116404.353867 + Penalty 3028.767449 = -1113375.586418
  nChanged 240
		SP:Iteration 12Q (50550.180000 sec): 3 clusters
  Score: Raw -1116489.680150 + Penalty 3028.767449 = -1113460.912701
  nChanged 237
		SP:Iteration 13Q (50550.460000 sec): 3 clusters
  Score: Raw -1116572.276004 + Penalty 3028.767449 = -1113543.508555
  nChanged 227
		SP:Iteration 14Q (50550.710000 sec): 3 clusters
  Score: Raw -1116665.702471 + Penalty 3028.767449 = -1113636.935022
  nChanged 234
		SP:Iteration 15Q (50551.050000 sec): 3 clusters
  Score: Raw -1116761.748725 + Penalty 3028.767449 = -1113732.981275
  nChanged 235
		SP:Iteration 16Q (50551.270000 sec): 3 clusters
  Score: Raw -1116864.655265 + Penalty 3028.767449 = -1113835.887815
  nChanged 227
		SP:Iteration 17Q (50551.510000 sec): 3 clusters
  Score: Raw -1116960.717268 + Penalty 3028.767449 = -1113931.949819
  nChanged 213
		SP:Iteration 18Q (50551.740000 sec): 3 clusters
  Score: Raw -1117042.880464 + Penalty 3028.767449 = -1114014.113015
  nChanged 206
		SP:Iteration 19Q (50551.980000 sec): 3 clusters
  Score: Raw -1117124.461184 + Penalty 3028.767449 = -1114095.693735
  nChanged 209
		SP:Iteration 20F (50552.210000 sec): 3 clusters
  Score: Raw -1117204.422936 + Penalty 3028.767449 = -1114175.655487
  nChanged 184
		SP:Iteration 21Q (50552.490000 sec): 3 clusters
  Score: Raw -1117279.321348 + Penalty 3028.767449 = -1114250.553899
  nChanged 179
		SP:Iteration 22Q (50552.740000 sec): 3 clusters
  Score: Raw -1117352.635388 + Penalty 3028.767449 = -1114323.867938
  nChanged 137
		SP:Iteration 23Q (50553.000000 sec): 3 clusters
  Score: Raw -1117402.618067 + Penalty 3028.767449 = -1114373.850618
  nChanged 118
		SP:Iteration 24Q (50553.240000 sec): 3 clusters
  Score: Raw -1117451.666722 + Penalty 3028.767449 = -1114422.899273
  nChanged 107
		SP:Iteration 25Q (50553.530000 sec): 3 clusters
  Score: Raw -1117504.442470 + Penalty 3028.767449 = -1114475.675021
  nChanged 108
		SP:Iteration 26Q (50553.840000 sec): 3 clusters
  Score: Raw -1117558.420723 + Penalty 3028.767449 = -1114529.653274
  nChanged 99
		SP:Iteration 27Q (50554.170000 sec): 3 clusters
  Score: Raw -1117599.712836 + Penalty 3028.767449 = -1114570.945386
  nChanged 79
		SP:Iteration 28Q (50554.470000 sec): 3 clusters
  Score: Raw -1117637.529294 + Penalty 3028.767449 = -1114608.761845
  nChanged 74
		SP:Iteration 29Q (50554.680000 sec): 3 clusters
  Score: Raw -1117671.297190 + Penalty 3028.767449 = -1114642.529741
  nChanged 64
		SP:Iteration 30Q (50555.010000 sec): 3 clusters
  Score: Raw -1117703.064930 + Penalty 3028.767449 = -1114674.297481
  nChanged 52
		SP:Iteration 31Q (50555.250000 sec): 3 clusters
  Score: Raw -1117729.743402 + Penalty 3028.767449 = -1114700.975953
  nChanged 37
		SP:Iteration 32Q (50555.530000 sec): 3 clusters
  Score: Raw -1117747.912482 + Penalty 3028.767449 = -1114719.145032
  nChanged 34
		SP:Iteration 33Q (50555.820000 sec): 3 clusters
  Score: Raw -1117764.500752 + Penalty 3028.767449 = -1114735.733303
  nChanged 31
		SP:Iteration 34Q (50556.090000 sec): 3 clusters
  Score: Raw -1117777.298653 + Penalty 3028.767449 = -1114748.531204
  nChanged 17
		SP:Iteration 35Q (50556.370000 sec): 3 clusters
  Score: Raw -1117782.974996 + Penalty 3028.767449 = -1114754.207547
  nChanged 15
		SP:Iteration 36Q (50556.610000 sec): 3 clusters
  Score: Raw -1117787.913964 + Penalty 3028.767449 = -1114759.146514
  nChanged 15
		SP:Iteration 37Q (50556.870000 sec): 3 clusters
  Score: Raw -1117792.749298 + Penalty 3028.767449 = -1114763.981849
  nChanged 13
		SP:Iteration 38Q (50557.120000 sec): 3 clusters
  Score: Raw -1117798.249305 + Penalty 3028.767449 = -1114769.481855
  nChanged 10
		SP:Iteration 39Q (50557.390000 sec): 3 clusters
  Score: Raw -1117801.993970 + Penalty 3028.767449 = -1114773.226521
  nChanged 8
		SP:Iteration 40F (50557.640000 sec): 3 clusters
  Score: Raw -1117806.249987 + Penalty 3028.767449 = -1114777.482538
  nChanged 8
		SP:Iteration 41Q (50557.900000 sec): 3 clusters
  Score: Raw -1117809.139307 + Penalty 3028.767449 = -1114780.371858
  nChanged 7
		SP:Iteration 42Q (50558.130000 sec): 3 clusters
  Score: Raw -1117813.895947 + Penalty 3028.767449 = -1114785.128498
  nChanged 9
		SP:Iteration 43Q (50558.410000 sec): 3 clusters
  Score: Raw -1117817.759624 + Penalty 3028.767449 = -1114788.992175
  nChanged 10
		SP:Iteration 44Q (50558.690000 sec): 3 clusters
  Score: Raw -1117822.942313 + Penalty 3028.767449 = -1114794.174864
  nChanged 11
		SP:Iteration 45Q (50558.970000 sec): 3 clusters
  Score: Raw -1117827.122291 + Penalty 3028.767449 = -1114798.354842
  nChanged 12
		SP:Iteration 46Q (50559.230000 sec): 3 clusters
  Score: Raw -1117832.534239 + Penalty 3028.767449 = -1114803.766790
  nChanged 12
		SP:Iteration 47Q (50559.530000 sec): 3 clusters
  Score: Raw -1117837.711694 + Penalty 3028.767449 = -1114808.944245
  nChanged 6
		SP:Iteration 48Q (50559.760000 sec): 3 clusters
  Score: Raw -1117841.952098 + Penalty 3028.767449 = -1114813.184649
  nChanged 11
		SP:Iteration 49Q (50560.050000 sec): 3 clusters
  Score: Raw -1117847.301163 + Penalty 3028.767449 = -1114818.533714
  nChanged 5
		SP:Iteration 50Q (50560.380000 sec): 3 clusters
  Score: Raw -1117849.173753 + Penalty 3028.767449 = -1114820.406304
  nChanged 1
		SP:Iteration 51Q (50560.610000 sec): 3 clusters
  Score: Raw -1117850.222991 + Penalty 3028.767449 = -1114821.455542
  nChanged 1
		SP:Iteration 52Q (50560.910000 sec): 3 clusters
  Score: Raw -1117850.518454 + Penalty 3028.767449 = -1114821.751005
  nChanged 1
		SP:Iteration 53Q (50561.180000 sec): 3 clusters
  Score: Raw -1117850.821927 + Penalty 3028.767449 = -1114822.054478
  nChanged 0
		SP:Iteration 54F (50561.470000 sec): 3 clusters
  Score: Raw -1117850.821927 + Penalty 3028.767449 = -1114822.054478
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (33469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50561.770000 sec): 2 clusters
  Score: Raw -3653519.080923 + Penalty 1692.985924 = -3651826.094999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50562.140000 sec): 3 clusters
  Score: Raw -3632712.262088 + Penalty 3385.971848 = -3629326.290240
  nChanged 15513
		SP:Iteration 1F (50562.490000 sec): 3 clusters
  Score: Raw -3641364.287964 + Penalty 3385.971848 = -3637978.316116
  nChanged 1856
		SP:Iteration 2F (50562.860000 sec): 3 clusters
  Score: Raw -3642140.105266 + Penalty 3385.971848 = -3638754.133418
  nChanged 1962
		SP:Iteration 3F (50563.180000 sec): 3 clusters
  Score: Raw -3643065.900741 + Penalty 3385.971848 = -3639679.928893
  nChanged 2114
		SP:Iteration 4F (50563.590000 sec): 3 clusters
  Score: Raw -3644248.494202 + Penalty 3385.971848 = -3640862.522354
  nChanged 2219
		SP:Iteration 5F (50563.920000 sec): 3 clusters
  Score: Raw -3645662.788381 + Penalty 3385.971848 = -3642276.816533
  nChanged 2186
		SP:Iteration 6F (50564.310000 sec): 3 clusters
  Score: Raw -3647285.757694 + Penalty 3385.971848 = -3643899.785846
  nChanged 2101
		SP:Iteration 7F (50564.690000 sec): 3 clusters
  Score: Raw -3649017.472563 + Penalty 3385.971848 = -3645631.500715
  nChanged 1787
		SP:Iteration 8F (50565.040000 sec): 3 clusters
  Score: Raw -3650565.924738 + Penalty 3385.971848 = -3647179.952890
  nChanged 1311
		SP:Iteration 9Q (50565.390000 sec): 3 clusters
  Score: Raw -3651757.360619 + Penalty 3385.971848 = -3648371.388771
  nChanged 940
		SP:Iteration 10Q (50565.750000 sec): 3 clusters
  Score: Raw -3652529.009162 + Penalty 3385.971848 = -3649143.037314
  nChanged 652
		SP:Iteration 11Q (50566.140000 sec): 3 clusters
  Score: Raw -3653002.620334 + Penalty 3385.971848 = -3649616.648487
  nChanged 471
		SP:Iteration 12Q (50566.500000 sec): 3 clusters
  Score: Raw -3653282.884559 + Penalty 3385.971848 = -3649896.912711
  nChanged 367
		SP:Iteration 13Q (50566.820000 sec): 3 clusters
  Score: Raw -3653454.266223 + Penalty 3385.971848 = -3650068.294375
  nChanged 273
		SP:Iteration 14Q (50567.140000 sec): 3 clusters
  Score: Raw -3653561.781863 + Penalty 3385.971848 = -3650175.810016
  nChanged 202
		SP:Iteration 15Q (50567.490000 sec): 3 clusters
  Score: Raw -3653641.661063 + Penalty 3385.971848 = -3650255.689215
  nChanged 155
		SP:Iteration 16Q (50567.850000 sec): 3 clusters
  Score: Raw -3653690.560096 + Penalty 3385.971848 = -3650304.588248
  nChanged 123
		SP:Iteration 17Q (50568.190000 sec): 3 clusters
  Score: Raw -3653727.387116 + Penalty 3385.971848 = -3650341.415268
  nChanged 123
		SP:Iteration 18Q (50568.460000 sec): 3 clusters
  Score: Raw -3653764.505668 + Penalty 3385.971848 = -3650378.533820
  nChanged 115
		SP:Iteration 19Q (50568.810000 sec): 3 clusters
  Score: Raw -3653797.973699 + Penalty 3385.971848 = -3650412.001851
  nChanged 94
		SP:Iteration 20F (50569.120000 sec): 3 clusters
  Score: Raw -3653827.108414 + Penalty 3385.971848 = -3650441.136566
  nChanged 89
		SP:Iteration 21Q (50569.470000 sec): 3 clusters
  Score: Raw -3653858.619961 + Penalty 3385.971848 = -3650472.648114
  nChanged 95
		SP:Iteration 22Q (50569.870000 sec): 3 clusters
  Score: Raw -3653890.487864 + Penalty 3385.971848 = -3650504.516016
  nChanged 83
		SP:Iteration 23Q (50570.190000 sec): 3 clusters
  Score: Raw -3653918.105413 + Penalty 3385.971848 = -3650532.133565
  nChanged 79
		SP:Iteration 24Q (50570.550000 sec): 3 clusters
  Score: Raw -3653941.898071 + Penalty 3385.971848 = -3650555.926223
  nChanged 68
		SP:Iteration 25Q (50570.900000 sec): 3 clusters
  Score: Raw -3653961.404529 + Penalty 3385.971848 = -3650575.432681
  nChanged 54
		SP:Iteration 26Q (50571.300000 sec): 3 clusters
  Score: Raw -3653981.789843 + Penalty 3385.971848 = -3650595.817995
  nChanged 67
		SP:Iteration 27Q (50571.620000 sec): 3 clusters
  Score: Raw -3654007.889056 + Penalty 3385.971848 = -3650621.917209
  nChanged 58
		SP:Iteration 28Q (50571.950000 sec): 3 clusters
  Score: Raw -3654030.971979 + Penalty 3385.971848 = -3650645.000131
  nChanged 55
		SP:Iteration 29Q (50572.330000 sec): 3 clusters
  Score: Raw -3654051.636296 + Penalty 3385.971848 = -3650665.664448
  nChanged 47
		SP:Iteration 30Q (50572.650000 sec): 3 clusters
  Score: Raw -3654069.971813 + Penalty 3385.971848 = -3650683.999965
  nChanged 45
		SP:Iteration 31Q (50572.950000 sec): 3 clusters
  Score: Raw -3654088.114365 + Penalty 3385.971848 = -3650702.142517
  nChanged 47
		SP:Iteration 32Q (50573.240000 sec): 3 clusters
  Score: Raw -3654103.965992 + Penalty 3385.971848 = -3650717.994145
  nChanged 36
		SP:Iteration 33Q (50573.560000 sec): 3 clusters
  Score: Raw -3654114.930520 + Penalty 3385.971848 = -3650728.958672
  nChanged 32
		SP:Iteration 34Q (50573.880000 sec): 3 clusters
  Score: Raw -3654127.969669 + Penalty 3385.971848 = -3650741.997821
  nChanged 32
		SP:Iteration 35Q (50574.250000 sec): 3 clusters
  Score: Raw -3654139.656184 + Penalty 3385.971848 = -3650753.684336
  nChanged 28
		SP:Iteration 36Q (50574.520000 sec): 3 clusters
  Score: Raw -3654153.900125 + Penalty 3385.971848 = -3650767.928277
  nChanged 23
		SP:Iteration 37Q (50574.850000 sec): 3 clusters
  Score: Raw -3654166.260311 + Penalty 3385.971848 = -3650780.288464
  nChanged 31
		SP:Iteration 38Q (50575.190000 sec): 3 clusters
  Score: Raw -3654180.454168 + Penalty 3385.971848 = -3650794.482320
  nChanged 34
		SP:Iteration 39Q (50575.570000 sec): 3 clusters
  Score: Raw -3654196.148836 + Penalty 3385.971848 = -3650810.176988
  nChanged 31
		SP:Iteration 40F (50575.930000 sec): 3 clusters
  Score: Raw -3654207.329989 + Penalty 3385.971848 = -3650821.358141
  nChanged 25
		SP:Iteration 41Q (50576.240000 sec): 3 clusters
  Score: Raw -3654217.711051 + Penalty 3385.971848 = -3650831.739203
  nChanged 21
		SP:Iteration 42Q (50576.610000 sec): 3 clusters
  Score: Raw -3654227.005003 + Penalty 3385.971848 = -3650841.033155
  nChanged 30
		SP:Iteration 43Q (50576.930000 sec): 3 clusters
  Score: Raw -3654238.866542 + Penalty 3385.971848 = -3650852.894694
  nChanged 21
		SP:Iteration 44Q (50577.240000 sec): 3 clusters
  Score: Raw -3654246.510422 + Penalty 3385.971848 = -3650860.538574
  nChanged 17
		SP:Iteration 45Q (50577.620000 sec): 3 clusters
  Score: Raw -3654255.494831 + Penalty 3385.971848 = -3650869.522983
  nChanged 28
		SP:Iteration 46Q (50577.950000 sec): 3 clusters
  Score: Raw -3654272.222585 + Penalty 3385.971848 = -3650886.250737
  nChanged 29
		SP:Iteration 47Q (50578.290000 sec): 3 clusters
  Score: Raw -3654284.976601 + Penalty 3385.971848 = -3650899.004754
  nChanged 29
		SP:Iteration 48Q (50578.610000 sec): 3 clusters
  Score: Raw -3654295.055667 + Penalty 3385.971848 = -3650909.083819
  nChanged 28
		SP:Iteration 49Q (50578.970000 sec): 3 clusters
  Score: Raw -3654307.193738 + Penalty 3385.971848 = -3650921.221891
  nChanged 26
		SP:Iteration 50Q (50579.230000 sec): 3 clusters
  Score: Raw -3654317.333972 + Penalty 3385.971848 = -3650931.362124
  nChanged 23
		SP:Iteration 51Q (50579.560000 sec): 3 clusters
  Score: Raw -3654326.770112 + Penalty 3385.971848 = -3650940.798264
  nChanged 20
		SP:Iteration 52Q (50579.850000 sec): 3 clusters
  Score: Raw -3654334.322251 + Penalty 3385.971848 = -3650948.350403
  nChanged 15
		SP:Iteration 53Q (50580.200000 sec): 3 clusters
  Score: Raw -3654338.788027 + Penalty 3385.971848 = -3650952.816179
  nChanged 8
		SP:Iteration 54Q (50580.530000 sec): 3 clusters
  Score: Raw -3654341.378328 + Penalty 3385.971848 = -3650955.406480
  nChanged 7
		SP:Iteration 55Q (50580.840000 sec): 3 clusters
  Score: Raw -3654344.307123 + Penalty 3385.971848 = -3650958.335275
  nChanged 7
		SP:Iteration 56Q (50581.130000 sec): 3 clusters
  Score: Raw -3654346.650295 + Penalty 3385.971848 = -3650960.678447
  nChanged 9
		SP:Iteration 57Q (50581.470000 sec): 3 clusters
  Score: Raw -3654350.735933 + Penalty 3385.971848 = -3650964.764085
  nChanged 9
		SP:Iteration 58Q (50581.790000 sec): 3 clusters
  Score: Raw -3654353.214266 + Penalty 3385.971848 = -3650967.242418
  nChanged 3
		SP:Iteration 59Q (50582.150000 sec): 3 clusters
  Score: Raw -3654354.246440 + Penalty 3385.971848 = -3650968.274592
  nChanged 4
		SP:Iteration 60F (50582.470000 sec): 3 clusters
  Score: Raw -3654355.394923 + Penalty 3385.971848 = -3650969.423075
  nChanged 5
		SP:Iteration 61Q (50582.830000 sec): 3 clusters
  Score: Raw -3654356.992433 + Penalty 3385.971848 = -3650971.020585
  nChanged 5
		SP:Iteration 62Q (50583.180000 sec): 3 clusters
  Score: Raw -3654358.275008 + Penalty 3385.971848 = -3650972.303160
  nChanged 3
		SP:Iteration 63Q (50583.520000 sec): 3 clusters
  Score: Raw -3654359.577433 + Penalty 3385.971848 = -3650973.605585
  nChanged 6
		SP:Iteration 64Q (50583.860000 sec): 3 clusters
  Score: Raw -3654361.665799 + Penalty 3385.971848 = -3650975.693951
  nChanged 6
		SP:Iteration 65Q (50584.240000 sec): 3 clusters
  Score: Raw -3654362.949563 + Penalty 3385.971848 = -3650976.977715
  nChanged 5
		SP:Iteration 66Q (50584.640000 sec): 3 clusters
  Score: Raw -3654364.284363 + Penalty 3385.971848 = -3650978.312515
  nChanged 2
		SP:Iteration 67Q (50584.940000 sec): 3 clusters
  Score: Raw -3654365.054145 + Penalty 3385.971848 = -3650979.082297
  nChanged 0
		SP:Iteration 68F (50585.320000 sec): 3 clusters
  Score: Raw -3654365.054145 + Penalty 3385.971848 = -3650979.082297
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50585.480000 sec): 2 clusters
  Score: Raw -1193691.749476 + Penalty 1510.818305 = -1192180.931171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50585.730000 sec): 3 clusters
  Score: Raw -1187445.438966 + Penalty 3021.636610 = -1184423.802356
  nChanged 4686
		SP:Iteration 1F (50585.990000 sec): 3 clusters
  Score: Raw -1190118.955908 + Penalty 3021.636610 = -1187097.319298
  nChanged 717
		SP:Iteration 2F (50586.170000 sec): 3 clusters
  Score: Raw -1190469.789839 + Penalty 3021.636610 = -1187448.153229
  nChanged 601
		SP:Iteration 3F (50586.440000 sec): 3 clusters
  Score: Raw -1190762.432318 + Penalty 3021.636610 = -1187740.795708
  nChanged 558
		SP:Iteration 4F (50586.650000 sec): 3 clusters
  Score: Raw -1191041.610158 + Penalty 3021.636610 = -1188019.973548
  nChanged 507
		SP:Iteration 5Q (50586.890000 sec): 3 clusters
  Score: Raw -1191313.894752 + Penalty 3021.636610 = -1188292.258142
  nChanged 516
		SP:Iteration 6Q (50587.150000 sec): 3 clusters
  Score: Raw -1191594.037311 + Penalty 3021.636610 = -1188572.400701
  nChanged 465
		SP:Iteration 7Q (50587.360000 sec): 3 clusters
  Score: Raw -1191840.154604 + Penalty 3021.636610 = -1188818.517993
  nChanged 445
		SP:Iteration 8Q (50587.630000 sec): 3 clusters
  Score: Raw -1192086.362540 + Penalty 3021.636610 = -1189064.725930
  nChanged 407
		SP:Iteration 9Q (50587.910000 sec): 3 clusters
  Score: Raw -1192300.702704 + Penalty 3021.636610 = -1189279.066094
  nChanged 357
		SP:Iteration 10Q (50588.180000 sec): 3 clusters
  Score: Raw -1192459.126244 + Penalty 3021.636610 = -1189437.489634
  nChanged 272
		SP:Iteration 11Q (50588.420000 sec): 3 clusters
  Score: Raw -1192561.058978 + Penalty 3021.636610 = -1189539.422368
  nChanged 216
		SP:Iteration 12Q (50588.700000 sec): 3 clusters
  Score: Raw -1192626.074545 + Penalty 3021.636610 = -1189604.437935
  nChanged 176
		SP:Iteration 13Q (50588.930000 sec): 3 clusters
  Score: Raw -1192681.054420 + Penalty 3021.636610 = -1189659.417810
  nChanged 156
		SP:Iteration 14Q (50589.140000 sec): 3 clusters
  Score: Raw -1192723.808395 + Penalty 3021.636610 = -1189702.171785
  nChanged 135
		SP:Iteration 15Q (50589.360000 sec): 3 clusters
  Score: Raw -1192768.973248 + Penalty 3021.636610 = -1189747.336638
  nChanged 152
		SP:Iteration 16Q (50589.620000 sec): 3 clusters
  Score: Raw -1192821.003343 + Penalty 3021.636610 = -1189799.366733
  nChanged 162
		SP:Iteration 17Q (50589.920000 sec): 3 clusters
  Score: Raw -1192881.520331 + Penalty 3021.636610 = -1189859.883721
  nChanged 161
		SP:Iteration 18Q (50590.140000 sec): 3 clusters
  Score: Raw -1192938.284101 + Penalty 3021.636610 = -1189916.647490
  nChanged 163
		SP:Iteration 19Q (50590.370000 sec): 3 clusters
  Score: Raw -1193000.202978 + Penalty 3021.636610 = -1189978.566368
  nChanged 151
		SP:Iteration 20F (50590.660000 sec): 3 clusters
  Score: Raw -1193059.752658 + Penalty 3021.636610 = -1190038.116048
  nChanged 152
		SP:Iteration 21Q (50590.890000 sec): 3 clusters
  Score: Raw -1193123.331390 + Penalty 3021.636610 = -1190101.694780
  nChanged 161
		SP:Iteration 22Q (50591.140000 sec): 3 clusters
  Score: Raw -1193201.266917 + Penalty 3021.636610 = -1190179.630306
  nChanged 162
		SP:Iteration 23Q (50591.380000 sec): 3 clusters
  Score: Raw -1193277.967641 + Penalty 3021.636610 = -1190256.331031
  nChanged 170
		SP:Iteration 24Q (50591.600000 sec): 3 clusters
  Score: Raw -1193360.924721 + Penalty 3021.636610 = -1190339.288111
  nChanged 177
		SP:Iteration 25Q (50591.840000 sec): 3 clusters
  Score: Raw -1193442.189524 + Penalty 3021.636610 = -1190420.552914
  nChanged 171
		SP:Iteration 26Q (50592.060000 sec): 3 clusters
  Score: Raw -1193523.440430 + Penalty 3021.636610 = -1190501.803820
  nChanged 161
		SP:Iteration 27Q (50592.370000 sec): 3 clusters
  Score: Raw -1193603.686415 + Penalty 3021.636610 = -1190582.049805
  nChanged 156
		SP:Iteration 28Q (50592.620000 sec): 3 clusters
  Score: Raw -1193677.239780 + Penalty 3021.636610 = -1190655.603170
  nChanged 151
		SP:Iteration 29Q (50592.810000 sec): 3 clusters
  Score: Raw -1193733.576948 + Penalty 3021.636610 = -1190711.940338
  nChanged 123
		SP:Iteration 30Q (50593.000000 sec): 3 clusters
  Score: Raw -1193781.179791 + Penalty 3021.636610 = -1190759.543181
  nChanged 123
		SP:Iteration 31Q (50593.220000 sec): 3 clusters
  Score: Raw -1193827.878694 + Penalty 3021.636610 = -1190806.242084
  nChanged 121
		SP:Iteration 32Q (50593.410000 sec): 3 clusters
  Score: Raw -1193871.465848 + Penalty 3021.636610 = -1190849.829238
  nChanged 101
		SP:Iteration 33Q (50593.650000 sec): 3 clusters
  Score: Raw -1193904.349341 + Penalty 3021.636610 = -1190882.712731
  nChanged 91
		SP:Iteration 34Q (50593.820000 sec): 3 clusters
  Score: Raw -1193929.003919 + Penalty 3021.636610 = -1190907.367309
  nChanged 65
		SP:Iteration 35Q (50594.070000 sec): 3 clusters
  Score: Raw -1193944.993698 + Penalty 3021.636610 = -1190923.357088
  nChanged 59
		SP:Iteration 36Q (50594.330000 sec): 3 clusters
  Score: Raw -1193961.683535 + Penalty 3021.636610 = -1190940.046925
  nChanged 66
		SP:Iteration 37Q (50594.560000 sec): 3 clusters
  Score: Raw -1193980.632948 + Penalty 3021.636610 = -1190958.996338
  nChanged 45
		SP:Iteration 38Q (50594.780000 sec): 3 clusters
  Score: Raw -1193994.483153 + Penalty 3021.636610 = -1190972.846543
  nChanged 59
		SP:Iteration 39Q (50595.080000 sec): 3 clusters
  Score: Raw -1194012.149781 + Penalty 3021.636610 = -1190990.513171
  nChanged 49
		SP:Iteration 40F (50595.320000 sec): 3 clusters
  Score: Raw -1194024.721142 + Penalty 3021.636610 = -1191003.084532
  nChanged 41
		SP:Iteration 41Q (50595.570000 sec): 3 clusters
  Score: Raw -1194035.833856 + Penalty 3021.636610 = -1191014.197246
  nChanged 50
		SP:Iteration 42Q (50595.830000 sec): 3 clusters
  Score: Raw -1194046.462835 + Penalty 3021.636610 = -1191024.826225
  nChanged 42
		SP:Iteration 43Q (50596.080000 sec): 3 clusters
  Score: Raw -1194055.158150 + Penalty 3021.636610 = -1191033.521540
  nChanged 34
		SP:Iteration 44Q (50596.320000 sec): 3 clusters
  Score: Raw -1194061.111939 + Penalty 3021.636610 = -1191039.475329
  nChanged 21
		SP:Iteration 45Q (50596.640000 sec): 3 clusters
  Score: Raw -1194064.278855 + Penalty 3021.636610 = -1191042.642245
  nChanged 19
		SP:Iteration 46Q (50596.850000 sec): 3 clusters
  Score: Raw -1194066.850799 + Penalty 3021.636610 = -1191045.214189
  nChanged 15
		SP:Iteration 47Q (50597.100000 sec): 3 clusters
  Score: Raw -1194069.186741 + Penalty 3021.636610 = -1191047.550131
  nChanged 17
		SP:Iteration 48Q (50597.340000 sec): 3 clusters
  Score: Raw -1194071.503021 + Penalty 3021.636610 = -1191049.866411
  nChanged 11
		SP:Iteration 49Q (50597.590000 sec): 3 clusters
  Score: Raw -1194072.871878 + Penalty 3021.636610 = -1191051.235268
  nChanged 7
		SP:Iteration 50Q (50597.880000 sec): 3 clusters
  Score: Raw -1194073.926601 + Penalty 3021.636610 = -1191052.289990
  nChanged 6
		SP:Iteration 51Q (50598.100000 sec): 3 clusters
  Score: Raw -1194075.018761 + Penalty 3021.636610 = -1191053.382150
  nChanged 9
		SP:Iteration 52Q (50598.400000 sec): 3 clusters
  Score: Raw -1194077.201549 + Penalty 3021.636610 = -1191055.564939
  nChanged 8
		SP:Iteration 53Q (50598.670000 sec): 3 clusters
  Score: Raw -1194079.756211 + Penalty 3021.636610 = -1191058.119601
  nChanged 11
		SP:Iteration 54Q (50598.940000 sec): 3 clusters
  Score: Raw -1194082.151261 + Penalty 3021.636610 = -1191060.514651
  nChanged 10
		SP:Iteration 55Q (50599.270000 sec): 3 clusters
  Score: Raw -1194083.864664 + Penalty 3021.636610 = -1191062.228054
  nChanged 11
		SP:Iteration 56Q (50599.550000 sec): 3 clusters
  Score: Raw -1194085.363596 + Penalty 3021.636610 = -1191063.726986
  nChanged 11
		SP:Iteration 57Q (50599.840000 sec): 3 clusters
  Score: Raw -1194087.665338 + Penalty 3021.636610 = -1191066.028728
  nChanged 6
		SP:Iteration 58Q (50600.080000 sec): 3 clusters
  Score: Raw -1194088.810067 + Penalty 3021.636610 = -1191067.173457
  nChanged 5
		SP:Iteration 59Q (50600.360000 sec): 3 clusters
  Score: Raw -1194089.497133 + Penalty 3021.636610 = -1191067.860523
  nChanged 3
		SP:Iteration 60F (50600.590000 sec): 3 clusters
  Score: Raw -1194089.852720 + Penalty 3021.636610 = -1191068.216110
  nChanged 1
		SP:Iteration 61Q (50600.850000 sec): 3 clusters
  Score: Raw -1194089.917957 + Penalty 3021.636610 = -1191068.281347
  nChanged 0
		SP:Iteration 62F (50601.110000 sec): 3 clusters
  Score: Raw -1194089.917957 + Penalty 3021.636610 = -1191068.281347
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (15001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50601.270000 sec): 2 clusters
  Score: Raw -1692811.166421 + Penalty 1562.579223 = -1691248.587198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50601.530000 sec): 3 clusters
  Score: Raw -1683989.875096 + Penalty 3125.158447 = -1680864.716649
  nChanged 6665
		SP:Iteration 1F (50601.830000 sec): 3 clusters
  Score: Raw -1687705.246287 + Penalty 3125.158447 = -1684580.087840
  nChanged 809
		SP:Iteration 2F (50602.120000 sec): 3 clusters
  Score: Raw -1688043.856845 + Penalty 3125.158447 = -1684918.698398
  nChanged 727
		SP:Iteration 3Q (50602.380000 sec): 3 clusters
  Score: Raw -1688357.050570 + Penalty 3125.158447 = -1685231.892123
  nChanged 705
		SP:Iteration 4Q (50602.700000 sec): 3 clusters
  Score: Raw -1688678.286635 + Penalty 3125.158447 = -1685553.128188
  nChanged 677
		SP:Iteration 5Q (50603.000000 sec): 3 clusters
  Score: Raw -1688975.204028 + Penalty 3125.158447 = -1685850.045581
  nChanged 679
		SP:Iteration 6Q (50603.290000 sec): 3 clusters
  Score: Raw -1689305.814575 + Penalty 3125.158447 = -1686180.656128
  nChanged 748
		SP:Iteration 7Q (50603.530000 sec): 3 clusters
  Score: Raw -1689721.943805 + Penalty 3125.158447 = -1686596.785358
  nChanged 763
		SP:Iteration 8F (50603.820000 sec): 3 clusters
  Score: Raw -1690194.991378 + Penalty 3125.158447 = -1687069.832931
  nChanged 785
		SP:Iteration 9F (50604.100000 sec): 3 clusters
  Score: Raw -1690646.891802 + Penalty 3125.158447 = -1687521.733355
  nChanged 720
		SP:Iteration 10Q (50604.370000 sec): 3 clusters
  Score: Raw -1691078.572704 + Penalty 3125.158447 = -1687953.414257
  nChanged 658
		SP:Iteration 11Q (50604.640000 sec): 3 clusters
  Score: Raw -1691439.191204 + Penalty 3125.158447 = -1688314.032757
  nChanged 533
		SP:Iteration 12Q (50604.920000 sec): 3 clusters
  Score: Raw -1691720.597089 + Penalty 3125.158447 = -1688595.438642
  nChanged 446
		SP:Iteration 13Q (50605.170000 sec): 3 clusters
  Score: Raw -1691934.836603 + Penalty 3125.158447 = -1688809.678156
  nChanged 366
		SP:Iteration 14Q (50605.510000 sec): 3 clusters
  Score: Raw -1692107.594809 + Penalty 3125.158447 = -1688982.436362
  nChanged 350
		SP:Iteration 15Q (50605.770000 sec): 3 clusters
  Score: Raw -1692278.829356 + Penalty 3125.158447 = -1689153.670909
  nChanged 342
		SP:Iteration 16Q (50606.070000 sec): 3 clusters
  Score: Raw -1692434.394542 + Penalty 3125.158447 = -1689309.236095
  nChanged 317
		SP:Iteration 17Q (50606.330000 sec): 3 clusters
  Score: Raw -1692570.053640 + Penalty 3125.158447 = -1689444.895193
  nChanged 316
		SP:Iteration 18Q (50606.620000 sec): 3 clusters
  Score: Raw -1692712.498054 + Penalty 3125.158447 = -1689587.339607
  nChanged 305
		SP:Iteration 19Q (50606.920000 sec): 3 clusters
  Score: Raw -1692846.555819 + Penalty 3125.158447 = -1689721.397372
  nChanged 296
		SP:Iteration 20F (50607.170000 sec): 3 clusters
  Score: Raw -1692973.878981 + Penalty 3125.158447 = -1689848.720534
  nChanged 272
		SP:Iteration 21Q (50607.440000 sec): 3 clusters
  Score: Raw -1693082.456042 + Penalty 3125.158447 = -1689957.297595
  nChanged 256
		SP:Iteration 22Q (50607.710000 sec): 3 clusters
  Score: Raw -1693180.582705 + Penalty 3125.158447 = -1690055.424258
  nChanged 206
		SP:Iteration 23Q (50607.960000 sec): 3 clusters
  Score: Raw -1693242.429597 + Penalty 3125.158447 = -1690117.271150
  nChanged 193
		SP:Iteration 24Q (50608.230000 sec): 3 clusters
  Score: Raw -1693292.705038 + Penalty 3125.158447 = -1690167.546591
  nChanged 170
		SP:Iteration 25Q (50608.530000 sec): 3 clusters
  Score: Raw -1693329.147442 + Penalty 3125.158447 = -1690203.988995
  nChanged 150
		SP:Iteration 26Q (50608.740000 sec): 3 clusters
  Score: Raw -1693360.718665 + Penalty 3125.158447 = -1690235.560218
  nChanged 137
		SP:Iteration 27Q (50609.010000 sec): 3 clusters
  Score: Raw -1693388.689693 + Penalty 3125.158447 = -1690263.531246
  nChanged 116
		SP:Iteration 28Q (50609.290000 sec): 3 clusters
  Score: Raw -1693409.640197 + Penalty 3125.158447 = -1690284.481750
  nChanged 90
		SP:Iteration 29Q (50609.590000 sec): 3 clusters
  Score: Raw -1693424.479973 + Penalty 3125.158447 = -1690299.321526
  nChanged 80
		SP:Iteration 30Q (50609.870000 sec): 3 clusters
  Score: Raw -1693435.832734 + Penalty 3125.158447 = -1690310.674287
  nChanged 69
		SP:Iteration 31Q (50610.140000 sec): 3 clusters
  Score: Raw -1693446.552790 + Penalty 3125.158447 = -1690321.394343
  nChanged 50
		SP:Iteration 32Q (50610.370000 sec): 3 clusters
  Score: Raw -1693453.762869 + Penalty 3125.158447 = -1690328.604422
  nChanged 51
		SP:Iteration 33Q (50610.670000 sec): 3 clusters
  Score: Raw -1693462.615050 + Penalty 3125.158447 = -1690337.456603
  nChanged 41
		SP:Iteration 34Q (50610.990000 sec): 3 clusters
  Score: Raw -1693468.562595 + Penalty 3125.158447 = -1690343.404148
  nChanged 39
		SP:Iteration 35Q (50611.230000 sec): 3 clusters
  Score: Raw -1693473.779109 + Penalty 3125.158447 = -1690348.620662
  nChanged 52
		SP:Iteration 36Q (50611.500000 sec): 3 clusters
  Score: Raw -1693481.380652 + Penalty 3125.158447 = -1690356.222205
  nChanged 45
		SP:Iteration 37Q (50611.750000 sec): 3 clusters
  Score: Raw -1693486.965373 + Penalty 3125.158447 = -1690361.806926
  nChanged 34
		SP:Iteration 38Q (50612.030000 sec): 3 clusters
  Score: Raw -1693491.369652 + Penalty 3125.158447 = -1690366.211205
  nChanged 30
		SP:Iteration 39Q (50612.320000 sec): 3 clusters
  Score: Raw -1693494.451645 + Penalty 3125.158447 = -1690369.293198
  nChanged 27
		SP:Iteration 40F (50612.570000 sec): 3 clusters
  Score: Raw -1693496.607030 + Penalty 3125.158447 = -1690371.448583
  nChanged 20
		SP:Iteration 41Q (50612.830000 sec): 3 clusters
  Score: Raw -1693498.530889 + Penalty 3125.158447 = -1690373.372442
  nChanged 23
		SP:Iteration 42Q (50613.050000 sec): 3 clusters
  Score: Raw -1693500.303578 + Penalty 3125.158447 = -1690375.145131
  nChanged 14
		SP:Iteration 43Q (50613.310000 sec): 3 clusters
  Score: Raw -1693501.305502 + Penalty 3125.158447 = -1690376.147055
  nChanged 12
		SP:Iteration 44Q (50613.510000 sec): 3 clusters
  Score: Raw -1693502.119358 + Penalty 3125.158447 = -1690376.960911
  nChanged 9
		SP:Iteration 45Q (50613.730000 sec): 3 clusters
  Score: Raw -1693502.936361 + Penalty 3125.158447 = -1690377.777914
  nChanged 6
		SP:Iteration 46Q (50614.010000 sec): 3 clusters
  Score: Raw -1693503.363457 + Penalty 3125.158447 = -1690378.205010
  nChanged 5
		SP:Iteration 47Q (50614.270000 sec): 3 clusters
  Score: Raw -1693503.923995 + Penalty 3125.158447 = -1690378.765548
  nChanged 6
		SP:Iteration 48Q (50614.600000 sec): 3 clusters
  Score: Raw -1693504.529033 + Penalty 3125.158447 = -1690379.370586
  nChanged 7
		SP:Iteration 49Q (50614.910000 sec): 3 clusters
  Score: Raw -1693505.381622 + Penalty 3125.158447 = -1690380.223175
  nChanged 12
		SP:Iteration 50Q (50615.190000 sec): 3 clusters
  Score: Raw -1693507.369922 + Penalty 3125.158447 = -1690382.211475
  nChanged 19
		SP:Iteration 51Q (50615.420000 sec): 3 clusters
  Score: Raw -1693509.674411 + Penalty 3125.158447 = -1690384.515964
  nChanged 22
		SP:Iteration 52Q (50615.710000 sec): 3 clusters
  Score: Raw -1693512.277964 + Penalty 3125.158447 = -1690387.119517
  nChanged 17
		SP:Iteration 53Q (50615.970000 sec): 3 clusters
  Score: Raw -1693514.079625 + Penalty 3125.158447 = -1690388.921178
  nChanged 18
		SP:Iteration 54Q (50616.300000 sec): 3 clusters
  Score: Raw -1693516.203805 + Penalty 3125.158447 = -1690391.045358
  nChanged 17
		SP:Iteration 55Q (50616.520000 sec): 3 clusters
  Score: Raw -1693517.422239 + Penalty 3125.158447 = -1690392.263792
  nChanged 14
		SP:Iteration 56Q (50616.780000 sec): 3 clusters
  Score: Raw -1693518.800305 + Penalty 3125.158447 = -1690393.641858
  nChanged 12
		SP:Iteration 57Q (50616.990000 sec): 3 clusters
  Score: Raw -1693520.198534 + Penalty 3125.158447 = -1690395.040087
  nChanged 10
		SP:Iteration 58Q (50617.260000 sec): 3 clusters
  Score: Raw -1693521.066665 + Penalty 3125.158447 = -1690395.908218
  nChanged 8
		SP:Iteration 59Q (50617.530000 sec): 3 clusters
  Score: Raw -1693521.783664 + Penalty 3125.158447 = -1690396.625217
  nChanged 9
		SP:Iteration 60F (50617.750000 sec): 3 clusters
  Score: Raw -1693522.805973 + Penalty 3125.158447 = -1690397.647526
  nChanged 13
		SP:Iteration 61Q (50618.030000 sec): 3 clusters
  Score: Raw -1693524.253526 + Penalty 3125.158447 = -1690399.095079
  nChanged 10
		SP:Iteration 62Q (50618.310000 sec): 3 clusters
  Score: Raw -1693525.506293 + Penalty 3125.158447 = -1690400.347846
  nChanged 8
		SP:Iteration 63Q (50618.570000 sec): 3 clusters
  Score: Raw -1693526.252775 + Penalty 3125.158447 = -1690401.094328
  nChanged 6
		SP:Iteration 64Q (50618.830000 sec): 3 clusters
  Score: Raw -1693526.755091 + Penalty 3125.158447 = -1690401.596644
  nChanged 4
		SP:Iteration 65Q (50619.110000 sec): 3 clusters
  Score: Raw -1693527.218220 + Penalty 3125.158447 = -1690402.059773
  nChanged 6
		SP:Iteration 66Q (50619.430000 sec): 3 clusters
  Score: Raw -1693527.640338 + Penalty 3125.158447 = -1690402.481891
  nChanged 8
		SP:Iteration 67Q (50619.720000 sec): 3 clusters
  Score: Raw -1693528.525020 + Penalty 3125.158447 = -1690403.366573
  nChanged 8
		SP:Iteration 68Q (50620.010000 sec): 3 clusters
  Score: Raw -1693529.030955 + Penalty 3125.158447 = -1690403.872508
  nChanged 7
		SP:Iteration 69Q (50620.280000 sec): 3 clusters
  Score: Raw -1693529.463167 + Penalty 3125.158447 = -1690404.304720
  nChanged 4
		SP:Iteration 70Q (50620.510000 sec): 3 clusters
  Score: Raw -1693529.628515 + Penalty 3125.158447 = -1690404.470069
  nChanged 6
		SP:Iteration 71Q (50620.770000 sec): 3 clusters
  Score: Raw -1693530.000459 + Penalty 3125.158447 = -1690404.842012
  nChanged 5
		SP:Iteration 72Q (50621.070000 sec): 3 clusters
  Score: Raw -1693530.531506 + Penalty 3125.158447 = -1690405.373059
  nChanged 10
		SP:Iteration 73Q (50621.370000 sec): 3 clusters
  Score: Raw -1693531.421213 + Penalty 3125.158447 = -1690406.262766
  nChanged 10
		SP:Iteration 74Q (50621.670000 sec): 3 clusters
  Score: Raw -1693531.947163 + Penalty 3125.158447 = -1690406.788716
  nChanged 6
		SP:Iteration 75Q (50621.950000 sec): 3 clusters
  Score: Raw -1693532.195241 + Penalty 3125.158447 = -1690407.036794
  nChanged 6
		SP:Iteration 76Q (50622.190000 sec): 3 clusters
  Score: Raw -1693532.641164 + Penalty 3125.158447 = -1690407.482717
  nChanged 5
		SP:Iteration 77Q (50622.440000 sec): 3 clusters
  Score: Raw -1693533.024507 + Penalty 3125.158447 = -1690407.866060
  nChanged 8
		SP:Iteration 78Q (50622.700000 sec): 3 clusters
  Score: Raw -1693533.510462 + Penalty 3125.158447 = -1690408.352015
  nChanged 3
		SP:Iteration 79Q (50622.960000 sec): 3 clusters
  Score: Raw -1693533.643016 + Penalty 3125.158447 = -1690408.484569
  nChanged 5
		SP:Iteration 80F (50623.240000 sec): 3 clusters
  Score: Raw -1693534.056837 + Penalty 3125.158447 = -1690408.898390
  nChanged 6
		SP:Iteration 81Q (50623.490000 sec): 3 clusters
  Score: Raw -1693534.466247 + Penalty 3125.158447 = -1690409.307800
  nChanged 4
		SP:Iteration 82Q (50623.730000 sec): 3 clusters
  Score: Raw -1693534.702354 + Penalty 3125.158447 = -1690409.543907
  nChanged 2
		SP:Iteration 83Q (50623.970000 sec): 3 clusters
  Score: Raw -1693534.935026 + Penalty 3125.158447 = -1690409.776579
  nChanged 3
		SP:Iteration 84Q (50624.240000 sec): 3 clusters
  Score: Raw -1693535.184654 + Penalty 3125.158447 = -1690410.026207
  nChanged 3
		SP:Iteration 85Q (50624.470000 sec): 3 clusters
  Score: Raw -1693535.355455 + Penalty 3125.158447 = -1690410.197008
  nChanged 3
		SP:Iteration 86Q (50624.780000 sec): 3 clusters
  Score: Raw -1693535.526273 + Penalty 3125.158447 = -1690410.367826
  nChanged 2
		SP:Iteration 87Q (50625.040000 sec): 3 clusters
  Score: Raw -1693535.768992 + Penalty 3125.158447 = -1690410.610546
  nChanged 3
		SP:Iteration 88Q (50625.310000 sec): 3 clusters
  Score: Raw -1693536.027518 + Penalty 3125.158447 = -1690410.869071
  nChanged 6
		SP:Iteration 89Q (50625.570000 sec): 3 clusters
  Score: Raw -1693536.451077 + Penalty 3125.158447 = -1690411.292630
  nChanged 7
		SP:Iteration 90Q (50625.790000 sec): 3 clusters
  Score: Raw -1693537.007129 + Penalty 3125.158447 = -1690411.848682
  nChanged 6
		SP:Iteration 91Q (50626.040000 sec): 3 clusters
  Score: Raw -1693537.557861 + Penalty 3125.158447 = -1690412.399415
  nChanged 8
		SP:Iteration 92Q (50626.280000 sec): 3 clusters
  Score: Raw -1693538.135838 + Penalty 3125.158447 = -1690412.977391
  nChanged 8
		SP:Iteration 93Q (50626.570000 sec): 3 clusters
  Score: Raw -1693538.942658 + Penalty 3125.158447 = -1690413.784211
  nChanged 7
		SP:Iteration 94Q (50626.820000 sec): 3 clusters
  Score: Raw -1693539.567352 + Penalty 3125.158447 = -1690414.408905
  nChanged 11
		SP:Iteration 95Q (50627.050000 sec): 3 clusters
  Score: Raw -1693540.373353 + Penalty 3125.158447 = -1690415.214906
  nChanged 12
		SP:Iteration 96Q (50627.320000 sec): 3 clusters
  Score: Raw -1693541.369242 + Penalty 3125.158447 = -1690416.210795
  nChanged 13
		SP:Iteration 97Q (50627.610000 sec): 3 clusters
  Score: Raw -1693542.264955 + Penalty 3125.158447 = -1690417.106508
  nChanged 12
		SP:Iteration 98Q (50627.860000 sec): 3 clusters
  Score: Raw -1693543.161913 + Penalty 3125.158447 = -1690418.003466
  nChanged 10
		SP:Iteration 99Q (50628.110000 sec): 3 clusters
  Score: Raw -1693544.029838 + Penalty 3125.158447 = -1690418.871391
  nChanged 19
		SP:Iteration 100F (50628.390000 sec): 3 clusters
  Score: Raw -1693546.131580 + Penalty 3125.158447 = -1690420.973133
  nChanged 22
		SP:Iteration 101Q (50628.650000 sec): 3 clusters
  Score: Raw -1693548.047259 + Penalty 3125.158447 = -1690422.888812
  nChanged 15
		SP:Iteration 102Q (50628.920000 sec): 3 clusters
  Score: Raw -1693549.344022 + Penalty 3125.158447 = -1690424.185575
  nChanged 14
		SP:Iteration 103Q (50629.140000 sec): 3 clusters
  Score: Raw -1693550.392673 + Penalty 3125.158447 = -1690425.234226
  nChanged 13
		SP:Iteration 104Q (50629.440000 sec): 3 clusters
  Score: Raw -1693551.659965 + Penalty 3125.158447 = -1690426.501518
  nChanged 10
		SP:Iteration 105Q (50629.680000 sec): 3 clusters
  Score: Raw -1693552.276930 + Penalty 3125.158447 = -1690427.118483
  nChanged 4
		SP:Iteration 106Q (50629.940000 sec): 3 clusters
  Score: Raw -1693552.465068 + Penalty 3125.158447 = -1690427.306621
  nChanged 4
		SP:Iteration 107Q (50630.200000 sec): 3 clusters
  Score: Raw -1693552.683883 + Penalty 3125.158447 = -1690427.525436
  nChanged 4
		SP:Iteration 108Q (50630.510000 sec): 3 clusters
  Score: Raw -1693552.894742 + Penalty 3125.158447 = -1690427.736296
  nChanged 2
		SP:Iteration 109Q (50630.850000 sec): 3 clusters
  Score: Raw -1693553.053229 + Penalty 3125.158447 = -1690427.894782
  nChanged 4
		SP:Iteration 110Q (50631.180000 sec): 3 clusters
  Score: Raw -1693553.282477 + Penalty 3125.158447 = -1690428.124030
  nChanged 2
		SP:Iteration 111Q (50631.400000 sec): 3 clusters
  Score: Raw -1693553.382229 + Penalty 3125.158447 = -1690428.223782
  nChanged 0
		SP:Iteration 112F (50631.700000 sec): 3 clusters
  Score: Raw -1693553.382229 + Penalty 3125.158447 = -1690428.223782
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (9515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50631.860000 sec): 2 clusters
  Score: Raw -1006715.287755 + Penalty 1488.601527 = -1005226.686228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50632.110000 sec): 3 clusters
  Score: Raw -1001422.747181 + Penalty 2977.203053 = -998445.544128
  nChanged 4084
		SP:Iteration 1F (50632.370000 sec): 3 clusters
  Score: Raw -1003755.208555 + Penalty 2977.203053 = -1000778.005502
  nChanged 654
		SP:Iteration 2F (50632.630000 sec): 3 clusters
  Score: Raw -1004089.666028 + Penalty 2977.203053 = -1001112.462974
  nChanged 524
		SP:Iteration 3F (50632.830000 sec): 3 clusters
  Score: Raw -1004343.391278 + Penalty 2977.203053 = -1001366.188225
  nChanged 421
		SP:Iteration 4Q (50633.050000 sec): 3 clusters
  Score: Raw -1004534.273690 + Penalty 2977.203053 = -1001557.070637
  nChanged 375
		SP:Iteration 5Q (50633.280000 sec): 3 clusters
  Score: Raw -1004679.029620 + Penalty 2977.203053 = -1001701.826567
  nChanged 316
		SP:Iteration 6Q (50633.500000 sec): 3 clusters
  Score: Raw -1004812.342119 + Penalty 2977.203053 = -1001835.139066
  nChanged 307
		SP:Iteration 7Q (50633.760000 sec): 3 clusters
  Score: Raw -1004944.057349 + Penalty 2977.203053 = -1001966.854296
  nChanged 305
		SP:Iteration 8Q (50634.010000 sec): 3 clusters
  Score: Raw -1005069.278547 + Penalty 2977.203053 = -1002092.075493
  nChanged 311
		SP:Iteration 9Q (50634.260000 sec): 3 clusters
  Score: Raw -1005199.784317 + Penalty 2977.203053 = -1002222.581264
  nChanged 265
		SP:Iteration 10Q (50634.510000 sec): 3 clusters
  Score: Raw -1005302.855079 + Penalty 2977.203053 = -1002325.652025
  nChanged 268
		SP:Iteration 11Q (50634.700000 sec): 3 clusters
  Score: Raw -1005414.016377 + Penalty 2977.203053 = -1002436.813323
  nChanged 258
		SP:Iteration 12Q (50634.960000 sec): 3 clusters
  Score: Raw -1005527.776272 + Penalty 2977.203053 = -1002550.573219
  nChanged 230
		SP:Iteration 13Q (50635.210000 sec): 3 clusters
  Score: Raw -1005622.158910 + Penalty 2977.203053 = -1002644.955856
  nChanged 211
		SP:Iteration 14Q (50635.480000 sec): 3 clusters
  Score: Raw -1005706.797781 + Penalty 2977.203053 = -1002729.594728
  nChanged 188
		SP:Iteration 15Q (50635.690000 sec): 3 clusters
  Score: Raw -1005783.544130 + Penalty 2977.203053 = -1002806.341077
  nChanged 165
		SP:Iteration 16Q (50635.980000 sec): 3 clusters
  Score: Raw -1005842.216588 + Penalty 2977.203053 = -1002865.013535
  nChanged 147
		SP:Iteration 17Q (50636.230000 sec): 3 clusters
  Score: Raw -1005887.805619 + Penalty 2977.203053 = -1002910.602566
  nChanged 127
		SP:Iteration 18Q (50636.500000 sec): 3 clusters
  Score: Raw -1005922.531039 + Penalty 2977.203053 = -1002945.327985
  nChanged 115
		SP:Iteration 19Q (50636.790000 sec): 3 clusters
  Score: Raw -1005955.653973 + Penalty 2977.203053 = -1002978.450920
  nChanged 97
		SP:Iteration 20F (50637.050000 sec): 3 clusters
  Score: Raw -1005982.079130 + Penalty 2977.203053 = -1003004.876077
  nChanged 90
		SP:Iteration 21Q (50637.320000 sec): 3 clusters
  Score: Raw -1006003.445337 + Penalty 2977.203053 = -1003026.242284
  nChanged 80
		SP:Iteration 22Q (50637.560000 sec): 3 clusters
  Score: Raw -1006019.620086 + Penalty 2977.203053 = -1003042.417032
  nChanged 53
		SP:Iteration 23Q (50637.840000 sec): 3 clusters
  Score: Raw -1006029.497564 + Penalty 2977.203053 = -1003052.294511
  nChanged 44
		SP:Iteration 24Q (50638.080000 sec): 3 clusters
  Score: Raw -1006036.488349 + Penalty 2977.203053 = -1003059.285296
  nChanged 36
		SP:Iteration 25Q (50638.320000 sec): 3 clusters
  Score: Raw -1006042.336532 + Penalty 2977.203053 = -1003065.133478
  nChanged 36
		SP:Iteration 26Q (50638.560000 sec): 3 clusters
  Score: Raw -1006050.108233 + Penalty 2977.203053 = -1003072.905180
  nChanged 36
		SP:Iteration 27Q (50638.810000 sec): 3 clusters
  Score: Raw -1006056.863791 + Penalty 2977.203053 = -1003079.660737
  nChanged 34
		SP:Iteration 28Q (50639.100000 sec): 3 clusters
  Score: Raw -1006062.481870 + Penalty 2977.203053 = -1003085.278817
  nChanged 33
		SP:Iteration 29Q (50639.330000 sec): 3 clusters
  Score: Raw -1006068.157219 + Penalty 2977.203053 = -1003090.954166
  nChanged 29
		SP:Iteration 30Q (50639.610000 sec): 3 clusters
  Score: Raw -1006073.208656 + Penalty 2977.203053 = -1003096.005602
  nChanged 33
		SP:Iteration 31Q (50639.810000 sec): 3 clusters
  Score: Raw -1006080.196427 + Penalty 2977.203053 = -1003102.993374
  nChanged 35
		SP:Iteration 32Q (50640.080000 sec): 3 clusters
  Score: Raw -1006088.181171 + Penalty 2977.203053 = -1003110.978118
  nChanged 33
		SP:Iteration 33Q (50640.270000 sec): 3 clusters
  Score: Raw -1006096.776891 + Penalty 2977.203053 = -1003119.573838
  nChanged 33
		SP:Iteration 34Q (50640.500000 sec): 3 clusters
  Score: Raw -1006106.427210 + Penalty 2977.203053 = -1003129.224156
  nChanged 44
		SP:Iteration 35Q (50640.720000 sec): 3 clusters
  Score: Raw -1006119.374423 + Penalty 2977.203053 = -1003142.171369
  nChanged 55
		SP:Iteration 36Q (50640.990000 sec): 3 clusters
  Score: Raw -1006132.411100 + Penalty 2977.203053 = -1003155.208047
  nChanged 60
		SP:Iteration 37Q (50641.270000 sec): 3 clusters
  Score: Raw -1006145.132262 + Penalty 2977.203053 = -1003167.929209
  nChanged 55
		SP:Iteration 38Q (50641.530000 sec): 3 clusters
  Score: Raw -1006156.336070 + Penalty 2977.203053 = -1003179.133016
  nChanged 45
		SP:Iteration 39Q (50641.770000 sec): 3 clusters
  Score: Raw -1006165.303745 + Penalty 2977.203053 = -1003188.100691
  nChanged 42
		SP:Iteration 40F (50642.010000 sec): 3 clusters
  Score: Raw -1006172.993177 + Penalty 2977.203053 = -1003195.790124
  nChanged 41
		SP:Iteration 41Q (50642.310000 sec): 3 clusters
  Score: Raw -1006183.093777 + Penalty 2977.203053 = -1003205.890724
  nChanged 55
		SP:Iteration 42Q (50642.590000 sec): 3 clusters
  Score: Raw -1006196.559960 + Penalty 2977.203053 = -1003219.356907
  nChanged 51
		SP:Iteration 43Q (50642.880000 sec): 3 clusters
  Score: Raw -1006207.191093 + Penalty 2977.203053 = -1003229.988039
  nChanged 49
		SP:Iteration 44Q (50643.130000 sec): 3 clusters
  Score: Raw -1006218.778332 + Penalty 2977.203053 = -1003241.575279
  nChanged 35
		SP:Iteration 45Q (50643.360000 sec): 3 clusters
  Score: Raw -1006225.836000 + Penalty 2977.203053 = -1003248.632947
  nChanged 29
		SP:Iteration 46Q (50643.630000 sec): 3 clusters
  Score: Raw -1006231.196500 + Penalty 2977.203053 = -1003253.993447
  nChanged 28
		SP:Iteration 47Q (50643.830000 sec): 3 clusters
  Score: Raw -1006235.464144 + Penalty 2977.203053 = -1003258.261091
  nChanged 24
		SP:Iteration 48Q (50644.130000 sec): 3 clusters
  Score: Raw -1006239.639789 + Penalty 2977.203053 = -1003262.436736
  nChanged 25
		SP:Iteration 49Q (50644.330000 sec): 3 clusters
  Score: Raw -1006244.941250 + Penalty 2977.203053 = -1003267.738196
  nChanged 35
		SP:Iteration 50Q (50644.580000 sec): 3 clusters
  Score: Raw -1006254.710487 + Penalty 2977.203053 = -1003277.507433
  nChanged 46
		SP:Iteration 51Q (50644.800000 sec): 3 clusters
  Score: Raw -1006266.677824 + Penalty 2977.203053 = -1003289.474771
  nChanged 55
		SP:Iteration 52Q (50645.020000 sec): 3 clusters
  Score: Raw -1006284.048982 + Penalty 2977.203053 = -1003306.845928
  nChanged 64
		SP:Iteration 53Q (50645.230000 sec): 3 clusters
  Score: Raw -1006305.654357 + Penalty 2977.203053 = -1003328.451304
  nChanged 71
		SP:Iteration 54Q (50645.450000 sec): 3 clusters
  Score: Raw -1006333.640564 + Penalty 2977.203053 = -1003356.437511
  nChanged 82
		SP:Iteration 55Q (50645.710000 sec): 3 clusters
  Score: Raw -1006373.258078 + Penalty 2977.203053 = -1003396.055024
  nChanged 91
		SP:Iteration 56Q (50645.980000 sec): 3 clusters
  Score: Raw -1006411.635081 + Penalty 2977.203053 = -1003434.432028
  nChanged 77
		SP:Iteration 57Q (50646.280000 sec): 3 clusters
  Score: Raw -1006438.817058 + Penalty 2977.203053 = -1003461.614005
  nChanged 79
		SP:Iteration 58Q (50646.480000 sec): 3 clusters
  Score: Raw -1006469.811621 + Penalty 2977.203053 = -1003492.608568
  nChanged 72
		SP:Iteration 59Q (50646.710000 sec): 3 clusters
  Score: Raw -1006489.978708 + Penalty 2977.203053 = -1003512.775654
  nChanged 65
		SP:Iteration 60F (50646.960000 sec): 3 clusters
  Score: Raw -1006509.772028 + Penalty 2977.203053 = -1003532.568975
  nChanged 58
		SP:Iteration 61Q (50647.190000 sec): 3 clusters
  Score: Raw -1006526.874267 + Penalty 2977.203053 = -1003549.671214
  nChanged 59
		SP:Iteration 62Q (50647.380000 sec): 3 clusters
  Score: Raw -1006544.513119 + Penalty 2977.203053 = -1003567.310066
  nChanged 67
		SP:Iteration 63Q (50647.660000 sec): 3 clusters
  Score: Raw -1006563.913636 + Penalty 2977.203053 = -1003586.710582
  nChanged 57
		SP:Iteration 64Q (50647.860000 sec): 3 clusters
  Score: Raw -1006577.855134 + Penalty 2977.203053 = -1003600.652081
  nChanged 56
		SP:Iteration 65Q (50648.100000 sec): 3 clusters
  Score: Raw -1006589.693838 + Penalty 2977.203053 = -1003612.490785
  nChanged 39
		SP:Iteration 66Q (50648.350000 sec): 3 clusters
  Score: Raw -1006597.113465 + Penalty 2977.203053 = -1003619.910412
  nChanged 22
		SP:Iteration 67Q (50648.560000 sec): 3 clusters
  Score: Raw -1006601.415912 + Penalty 2977.203053 = -1003624.212858
  nChanged 23
		SP:Iteration 68Q (50648.760000 sec): 3 clusters
  Score: Raw -1006607.277683 + Penalty 2977.203053 = -1003630.074630
  nChanged 26
		SP:Iteration 69Q (50648.980000 sec): 3 clusters
  Score: Raw -1006613.091560 + Penalty 2977.203053 = -1003635.888507
  nChanged 31
		SP:Iteration 70Q (50649.180000 sec): 3 clusters
  Score: Raw -1006618.534206 + Penalty 2977.203053 = -1003641.331152
  nChanged 22
		SP:Iteration 71Q (50649.330000 sec): 3 clusters
  Score: Raw -1006621.928041 + Penalty 2977.203053 = -1003644.724987
  nChanged 26
		SP:Iteration 72Q (50649.520000 sec): 3 clusters
  Score: Raw -1006625.734935 + Penalty 2977.203053 = -1003648.531881
  nChanged 17
		SP:Iteration 73Q (50649.750000 sec): 3 clusters
  Score: Raw -1006628.785488 + Penalty 2977.203053 = -1003651.582435
  nChanged 17
		SP:Iteration 74Q (50649.950000 sec): 3 clusters
  Score: Raw -1006632.141305 + Penalty 2977.203053 = -1003654.938251
  nChanged 21
		SP:Iteration 75Q (50650.180000 sec): 3 clusters
  Score: Raw -1006636.663819 + Penalty 2977.203053 = -1003659.460765
  nChanged 20
		SP:Iteration 76Q (50650.440000 sec): 3 clusters
  Score: Raw -1006640.281755 + Penalty 2977.203053 = -1003663.078701
  nChanged 16
		SP:Iteration 77Q (50650.680000 sec): 3 clusters
  Score: Raw -1006642.577257 + Penalty 2977.203053 = -1003665.374204
  nChanged 11
		SP:Iteration 78Q (50650.930000 sec): 3 clusters
  Score: Raw -1006643.959204 + Penalty 2977.203053 = -1003666.756150
  nChanged 8
		SP:Iteration 79Q (50651.120000 sec): 3 clusters
  Score: Raw -1006644.872324 + Penalty 2977.203053 = -1003667.669271
  nChanged 10
		SP:Iteration 80F (50651.390000 sec): 3 clusters
  Score: Raw -1006646.143339 + Penalty 2977.203053 = -1003668.940286
  nChanged 5
		SP:Iteration 81Q (50651.610000 sec): 3 clusters
  Score: Raw -1006646.815181 + Penalty 2977.203053 = -1003669.612128
  nChanged 5
		SP:Iteration 82Q (50651.800000 sec): 3 clusters
  Score: Raw -1006647.383752 + Penalty 2977.203053 = -1003670.180698
  nChanged 4
		SP:Iteration 83Q (50652.070000 sec): 3 clusters
  Score: Raw -1006647.847389 + Penalty 2977.203053 = -1003670.644335
  nChanged 4
		SP:Iteration 84Q (50652.280000 sec): 3 clusters
  Score: Raw -1006648.500708 + Penalty 2977.203053 = -1003671.297655
  nChanged 5
		SP:Iteration 85Q (50652.500000 sec): 3 clusters
  Score: Raw -1006649.388466 + Penalty 2977.203053 = -1003672.185413
  nChanged 7
		SP:Iteration 86Q (50652.700000 sec): 3 clusters
  Score: Raw -1006650.548214 + Penalty 2977.203053 = -1003673.345160
  nChanged 9
		SP:Iteration 87Q (50652.930000 sec): 3 clusters
  Score: Raw -1006652.630040 + Penalty 2977.203053 = -1003675.426987
  nChanged 10
		SP:Iteration 88Q (50653.150000 sec): 3 clusters
  Score: Raw -1006654.106542 + Penalty 2977.203053 = -1003676.903489
  nChanged 12
		SP:Iteration 89Q (50653.430000 sec): 3 clusters
  Score: Raw -1006656.178877 + Penalty 2977.203053 = -1003678.975823
  nChanged 10
		SP:Iteration 90Q (50653.640000 sec): 3 clusters
  Score: Raw -1006658.172633 + Penalty 2977.203053 = -1003680.969580
  nChanged 18
		SP:Iteration 91Q (50653.850000 sec): 3 clusters
  Score: Raw -1006661.894913 + Penalty 2977.203053 = -1003684.691859
  nChanged 18
		SP:Iteration 92Q (50654.100000 sec): 3 clusters
  Score: Raw -1006665.041800 + Penalty 2977.203053 = -1003687.838747
  nChanged 13
		SP:Iteration 93Q (50654.300000 sec): 3 clusters
  Score: Raw -1006668.882562 + Penalty 2977.203053 = -1003691.679509
  nChanged 16
		SP:Iteration 94Q (50654.480000 sec): 3 clusters
  Score: Raw -1006673.913760 + Penalty 2977.203053 = -1003696.710706
  nChanged 24
		SP:Iteration 95Q (50654.700000 sec): 3 clusters
  Score: Raw -1006679.459672 + Penalty 2977.203053 = -1003702.256619
  nChanged 19
		SP:Iteration 96Q (50654.910000 sec): 3 clusters
  Score: Raw -1006684.427175 + Penalty 2977.203053 = -1003707.224122
  nChanged 19
		SP:Iteration 97Q (50655.230000 sec): 3 clusters
  Score: Raw -1006689.371746 + Penalty 2977.203053 = -1003712.168692
  nChanged 22
		SP:Iteration 98Q (50655.490000 sec): 3 clusters
  Score: Raw -1006693.525730 + Penalty 2977.203053 = -1003716.322677
  nChanged 13
		SP:Iteration 99Q (50655.780000 sec): 3 clusters
  Score: Raw -1006695.966904 + Penalty 2977.203053 = -1003718.763851
  nChanged 8
		SP:Iteration 100F (50655.980000 sec): 3 clusters
  Score: Raw -1006697.193437 + Penalty 2977.203053 = -1003719.990383
  nChanged 12
		SP:Iteration 101Q (50656.260000 sec): 3 clusters
  Score: Raw -1006699.444382 + Penalty 2977.203053 = -1003722.241329
  nChanged 12
		SP:Iteration 102Q (50656.480000 sec): 3 clusters
  Score: Raw -1006701.100877 + Penalty 2977.203053 = -1003723.897824
  nChanged 5
		SP:Iteration 103Q (50656.780000 sec): 3 clusters
  Score: Raw -1006702.044558 + Penalty 2977.203053 = -1003724.841505
  nChanged 8
		SP:Iteration 104Q (50657.010000 sec): 3 clusters
  Score: Raw -1006703.509109 + Penalty 2977.203053 = -1003726.306056
  nChanged 9
		SP:Iteration 105Q (50657.250000 sec): 3 clusters
  Score: Raw -1006705.498970 + Penalty 2977.203053 = -1003728.295917
  nChanged 10
		SP:Iteration 106Q (50657.460000 sec): 3 clusters
  Score: Raw -1006707.852161 + Penalty 2977.203053 = -1003730.649107
  nChanged 9
		SP:Iteration 107Q (50657.720000 sec): 3 clusters
  Score: Raw -1006709.658442 + Penalty 2977.203053 = -1003732.455388
  nChanged 10
		SP:Iteration 108Q (50657.940000 sec): 3 clusters
  Score: Raw -1006711.623289 + Penalty 2977.203053 = -1003734.420236
  nChanged 7
		SP:Iteration 109Q (50658.180000 sec): 3 clusters
  Score: Raw -1006713.322157 + Penalty 2977.203053 = -1003736.119103
  nChanged 10
		SP:Iteration 110Q (50658.410000 sec): 3 clusters
  Score: Raw -1006715.311246 + Penalty 2977.203053 = -1003738.108192
  nChanged 15
		SP:Iteration 111Q (50658.640000 sec): 3 clusters
  Score: Raw -1006718.545107 + Penalty 2977.203053 = -1003741.342053
  nChanged 11
		SP:Iteration 112Q (50658.880000 sec): 3 clusters
  Score: Raw -1006720.658103 + Penalty 2977.203053 = -1003743.455049
  nChanged 11
		SP:Iteration 113Q (50659.130000 sec): 3 clusters
  Score: Raw -1006723.062709 + Penalty 2977.203053 = -1003745.859655
  nChanged 9
		SP:Iteration 114Q (50659.380000 sec): 3 clusters
  Score: Raw -1006724.260084 + Penalty 2977.203053 = -1003747.057031
  nChanged 6
		SP:Iteration 115Q (50659.610000 sec): 3 clusters
  Score: Raw -1006724.982931 + Penalty 2977.203053 = -1003747.779877
  nChanged 5
		SP:Iteration 116Q (50659.940000 sec): 3 clusters
  Score: Raw -1006725.797471 + Penalty 2977.203053 = -1003748.594418
  nChanged 3
		SP:Iteration 117Q (50660.150000 sec): 3 clusters
  Score: Raw -1006726.395592 + Penalty 2977.203053 = -1003749.192539
  nChanged 2
		SP:Iteration 118Q (50660.440000 sec): 3 clusters
  Score: Raw -1006726.820318 + Penalty 2977.203053 = -1003749.617264
  nChanged 2
		SP:Iteration 119Q (50660.650000 sec): 3 clusters
  Score: Raw -1006727.130484 + Penalty 2977.203053 = -1003749.927431
  nChanged 2
		SP:Iteration 120F (50660.880000 sec): 3 clusters
  Score: Raw -1006727.404209 + Penalty 2977.203053 = -1003750.201156
  nChanged 4
		SP:Iteration 121Q (50661.150000 sec): 3 clusters
  Score: Raw -1006728.264557 + Penalty 2977.203053 = -1003751.061504
  nChanged 4
		SP:Iteration 122Q (50661.360000 sec): 3 clusters
  Score: Raw -1006728.962717 + Penalty 2977.203053 = -1003751.759664
  nChanged 5
		SP:Iteration 123Q (50661.570000 sec): 3 clusters
  Score: Raw -1006729.632895 + Penalty 2977.203053 = -1003752.429842
  nChanged 5
		SP:Iteration 124Q (50661.830000 sec): 3 clusters
  Score: Raw -1006730.162985 + Penalty 2977.203053 = -1003752.959932
  nChanged 1
		SP:Iteration 125Q (50662.060000 sec): 3 clusters
  Score: Raw -1006730.218802 + Penalty 2977.203053 = -1003753.015749
  nChanged 0
		SP:Iteration 126F (50662.340000 sec): 3 clusters
  Score: Raw -1006730.218802 + Penalty 2977.203053 = -1003753.015749
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (16127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50662.560000 sec): 2 clusters
  Score: Raw -1805719.303594 + Penalty 1574.340652 = -1804144.962942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50662.810000 sec): 3 clusters
  Score: Raw -1796201.812142 + Penalty 3148.681304 = -1793053.130838
  nChanged 7206
		SP:Iteration 1F (50663.110000 sec): 3 clusters
  Score: Raw -1800266.923335 + Penalty 3148.681304 = -1797118.242031
  nChanged 1043
		SP:Iteration 2F (50663.380000 sec): 3 clusters
  Score: Raw -1800786.833589 + Penalty 3148.681304 = -1797638.152285
  nChanged 947
		SP:Iteration 3F (50663.620000 sec): 3 clusters
  Score: Raw -1801226.949589 + Penalty 3148.681304 = -1798078.268285
  nChanged 841
		SP:Iteration 4F (50663.910000 sec): 3 clusters
  Score: Raw -1801627.923144 + Penalty 3148.681304 = -1798479.241841
  nChanged 803
		SP:Iteration 5Q (50664.180000 sec): 3 clusters
  Score: Raw -1802035.465812 + Penalty 3148.681304 = -1798886.784508
  nChanged 782
		SP:Iteration 6Q (50664.410000 sec): 3 clusters
  Score: Raw -1802477.450741 + Penalty 3148.681304 = -1799328.769438
  nChanged 851
		SP:Iteration 7F (50664.740000 sec): 3 clusters
  Score: Raw -1803013.001319 + Penalty 3148.681304 = -1799864.320015
  nChanged 829
		SP:Iteration 8F (50664.990000 sec): 3 clusters
  Score: Raw -1803567.059272 + Penalty 3148.681304 = -1800418.377969
  nChanged 751
		SP:Iteration 9Q (50665.230000 sec): 3 clusters
  Score: Raw -1804094.370524 + Penalty 3148.681304 = -1800945.689221
  nChanged 631
		SP:Iteration 10Q (50665.490000 sec): 3 clusters
  Score: Raw -1804578.660570 + Penalty 3148.681304 = -1801429.979267
  nChanged 506
		SP:Iteration 11Q (50665.770000 sec): 3 clusters
  Score: Raw -1804996.283589 + Penalty 3148.681304 = -1801847.602285
  nChanged 415
		SP:Iteration 12Q (50666.070000 sec): 3 clusters
  Score: Raw -1805322.813120 + Penalty 3148.681304 = -1802174.131816
  nChanged 294
		SP:Iteration 13Q (50666.320000 sec): 3 clusters
  Score: Raw -1805520.801214 + Penalty 3148.681304 = -1802372.119910
  nChanged 227
		SP:Iteration 14Q (50666.620000 sec): 3 clusters
  Score: Raw -1805653.928299 + Penalty 3148.681304 = -1802505.246996
  nChanged 167
		SP:Iteration 15Q (50666.870000 sec): 3 clusters
  Score: Raw -1805742.388380 + Penalty 3148.681304 = -1802593.707076
  nChanged 130
		SP:Iteration 16Q (50667.190000 sec): 3 clusters
  Score: Raw -1805814.405658 + Penalty 3148.681304 = -1802665.724355
  nChanged 104
		SP:Iteration 17Q (50667.520000 sec): 3 clusters
  Score: Raw -1805863.804082 + Penalty 3148.681304 = -1802715.122778
  nChanged 74
		SP:Iteration 18Q (50667.860000 sec): 3 clusters
  Score: Raw -1805892.717866 + Penalty 3148.681304 = -1802744.036562
  nChanged 57
		SP:Iteration 19Q (50668.120000 sec): 3 clusters
  Score: Raw -1805914.646093 + Penalty 3148.681304 = -1802765.964789
  nChanged 47
		SP:Iteration 20F (50668.370000 sec): 3 clusters
  Score: Raw -1805930.453251 + Penalty 3148.681304 = -1802781.771947
  nChanged 36
		SP:Iteration 21Q (50668.600000 sec): 3 clusters
  Score: Raw -1805944.016824 + Penalty 3148.681304 = -1802795.335520
  nChanged 31
		SP:Iteration 22Q (50668.890000 sec): 3 clusters
  Score: Raw -1805959.329310 + Penalty 3148.681304 = -1802810.648007
  nChanged 27
		SP:Iteration 23Q (50669.150000 sec): 3 clusters
  Score: Raw -1805973.759409 + Penalty 3148.681304 = -1802825.078106
  nChanged 35
		SP:Iteration 24Q (50669.480000 sec): 3 clusters
  Score: Raw -1805989.007717 + Penalty 3148.681304 = -1802840.326414
  nChanged 29
		SP:Iteration 25Q (50669.700000 sec): 3 clusters
  Score: Raw -1806001.675891 + Penalty 3148.681304 = -1802852.994587
  nChanged 31
		SP:Iteration 26Q (50669.960000 sec): 3 clusters
  Score: Raw -1806016.844797 + Penalty 3148.681304 = -1802868.163494
  nChanged 25
		SP:Iteration 27Q (50670.250000 sec): 3 clusters
  Score: Raw -1806026.791639 + Penalty 3148.681304 = -1802878.110335
  nChanged 14
		SP:Iteration 28Q (50670.590000 sec): 3 clusters
  Score: Raw -1806032.101997 + Penalty 3148.681304 = -1802883.420694
  nChanged 7
		SP:Iteration 29Q (50670.840000 sec): 3 clusters
  Score: Raw -1806034.249900 + Penalty 3148.681304 = -1802885.568596
  nChanged 3
		SP:Iteration 30Q (50671.080000 sec): 3 clusters
  Score: Raw -1806036.612690 + Penalty 3148.681304 = -1802887.931387
  nChanged 5
		SP:Iteration 31Q (50671.320000 sec): 3 clusters
  Score: Raw -1806039.939700 + Penalty 3148.681304 = -1802891.258396
  nChanged 10
		SP:Iteration 32Q (50671.590000 sec): 3 clusters
  Score: Raw -1806044.331187 + Penalty 3148.681304 = -1802895.649884
  nChanged 8
		SP:Iteration 33Q (50671.870000 sec): 3 clusters
  Score: Raw -1806048.073816 + Penalty 3148.681304 = -1802899.392513
  nChanged 6
		SP:Iteration 34Q (50672.110000 sec): 3 clusters
  Score: Raw -1806050.657051 + Penalty 3148.681304 = -1802901.975748
  nChanged 10
		SP:Iteration 35Q (50672.400000 sec): 3 clusters
  Score: Raw -1806055.495267 + Penalty 3148.681304 = -1802906.813964
  nChanged 7
		SP:Iteration 36Q (50672.650000 sec): 3 clusters
  Score: Raw -1806059.434997 + Penalty 3148.681304 = -1802910.753693
  nChanged 8
		SP:Iteration 37Q (50672.920000 sec): 3 clusters
  Score: Raw -1806062.670434 + Penalty 3148.681304 = -1802913.989130
  nChanged 9
		SP:Iteration 38Q (50673.190000 sec): 3 clusters
  Score: Raw -1806066.338572 + Penalty 3148.681304 = -1802917.657268
  nChanged 11
		SP:Iteration 39Q (50673.500000 sec): 3 clusters
  Score: Raw -1806069.488867 + Penalty 3148.681304 = -1802920.807564
  nChanged 11
		SP:Iteration 40F (50673.780000 sec): 3 clusters
  Score: Raw -1806073.851991 + Penalty 3148.681304 = -1802925.170688
  nChanged 6
		SP:Iteration 41Q (50673.990000 sec): 3 clusters
  Score: Raw -1806075.639319 + Penalty 3148.681304 = -1802926.958016
  nChanged 3
		SP:Iteration 42Q (50674.250000 sec): 3 clusters
  Score: Raw -1806076.429638 + Penalty 3148.681304 = -1802927.748335
  nChanged 5
		SP:Iteration 43Q (50674.520000 sec): 3 clusters
  Score: Raw -1806078.747756 + Penalty 3148.681304 = -1802930.066452
  nChanged 2
		SP:Iteration 44Q (50674.740000 sec): 3 clusters
  Score: Raw -1806079.516771 + Penalty 3148.681304 = -1802930.835467
  nChanged 2
		SP:Iteration 45Q (50675.060000 sec): 3 clusters
  Score: Raw -1806080.403629 + Penalty 3148.681304 = -1802931.722326
  nChanged 2
		SP:Iteration 46Q (50675.300000 sec): 3 clusters
  Score: Raw -1806080.917786 + Penalty 3148.681304 = -1802932.236482
  nChanged 1
		SP:Iteration 47Q (50675.580000 sec): 3 clusters
  Score: Raw -1806080.973560 + Penalty 3148.681304 = -1802932.292256
  nChanged 0
		SP:Iteration 48F (50675.850000 sec): 3 clusters
  Score: Raw -1806080.973560 + Penalty 3148.681304 = -1802932.292256
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (31385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50676.060000 sec): 2 clusters
  Score: Raw -3826855.734200 + Penalty 1682.538869 = -3825173.195331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50676.430000 sec): 3 clusters
  Score: Raw -3807478.782301 + Penalty 3365.077739 = -3804113.704562
  nChanged 14296
		SP:Iteration 1F (50676.780000 sec): 3 clusters
  Score: Raw -3815583.684394 + Penalty 3365.077739 = -3812218.606655
  nChanged 1556
		SP:Iteration 2Q (50677.120000 sec): 3 clusters
  Score: Raw -3816178.675431 + Penalty 3365.077739 = -3812813.597692
  nChanged 1562
		SP:Iteration 3Q (50677.460000 sec): 3 clusters
  Score: Raw -3816811.816307 + Penalty 3365.077739 = -3813446.738568
  nChanged 1542
		SP:Iteration 4Q (50677.880000 sec): 3 clusters
  Score: Raw -3817489.583911 + Penalty 3365.077739 = -3814124.506172
  nChanged 1585
		SP:Iteration 5F (50678.200000 sec): 3 clusters
  Score: Raw -3818282.167565 + Penalty 3365.077739 = -3814917.089826
  nChanged 1625
		SP:Iteration 6F (50678.510000 sec): 3 clusters
  Score: Raw -3819152.924019 + Penalty 3365.077739 = -3815787.846280
  nChanged 1603
		SP:Iteration 7F (50678.890000 sec): 3 clusters
  Score: Raw -3820065.451726 + Penalty 3365.077739 = -3816700.373987
  nChanged 1561
		SP:Iteration 8Q (50679.210000 sec): 3 clusters
  Score: Raw -3820952.104846 + Penalty 3365.077739 = -3817587.027107
  nChanged 1352
		SP:Iteration 9Q (50679.550000 sec): 3 clusters
  Score: Raw -3821627.730224 + Penalty 3365.077739 = -3818262.652485
  nChanged 1095
		SP:Iteration 10Q (50679.880000 sec): 3 clusters
  Score: Raw -3822043.867807 + Penalty 3365.077739 = -3818678.790068
  nChanged 754
		SP:Iteration 11Q (50680.180000 sec): 3 clusters
  Score: Raw -3822224.239367 + Penalty 3365.077739 = -3818859.161628
  nChanged 456
		SP:Iteration 12Q (50680.580000 sec): 3 clusters
  Score: Raw -3822299.157155 + Penalty 3365.077739 = -3818934.079416
  nChanged 298
		SP:Iteration 13Q (50680.910000 sec): 3 clusters
  Score: Raw -3822344.011122 + Penalty 3365.077739 = -3818978.933383
  nChanged 243
		SP:Iteration 14Q (50681.220000 sec): 3 clusters
  Score: Raw -3822380.374055 + Penalty 3365.077739 = -3819015.296316
  nChanged 241
		SP:Iteration 15Q (50681.500000 sec): 3 clusters
  Score: Raw -3822422.172467 + Penalty 3365.077739 = -3819057.094728
  nChanged 250
		SP:Iteration 16Q (50681.790000 sec): 3 clusters
  Score: Raw -3822464.462472 + Penalty 3365.077739 = -3819099.384733
  nChanged 226
		SP:Iteration 17Q (50682.140000 sec): 3 clusters
  Score: Raw -3822503.638669 + Penalty 3365.077739 = -3819138.560930
  nChanged 227
		SP:Iteration 18Q (50682.450000 sec): 3 clusters
  Score: Raw -3822541.600488 + Penalty 3365.077739 = -3819176.522749
  nChanged 233
		SP:Iteration 19Q (50682.770000 sec): 3 clusters
  Score: Raw -3822583.053440 + Penalty 3365.077739 = -3819217.975701
  nChanged 243
		SP:Iteration 20F (50683.100000 sec): 3 clusters
  Score: Raw -3822625.968998 + Penalty 3365.077739 = -3819260.891259
  nChanged 248
		SP:Iteration 21Q (50683.470000 sec): 3 clusters
  Score: Raw -3822672.527890 + Penalty 3365.077739 = -3819307.450151
  nChanged 262
		SP:Iteration 22Q (50683.860000 sec): 3 clusters
  Score: Raw -3822721.882460 + Penalty 3365.077739 = -3819356.804721
  nChanged 289
		SP:Iteration 23Q (50684.220000 sec): 3 clusters
  Score: Raw -3822781.202417 + Penalty 3365.077739 = -3819416.124678
  nChanged 292
		SP:Iteration 24Q (50684.590000 sec): 3 clusters
  Score: Raw -3822841.081722 + Penalty 3365.077739 = -3819476.003983
  nChanged 298
		SP:Iteration 25Q (50684.910000 sec): 3 clusters
  Score: Raw -3822906.130911 + Penalty 3365.077739 = -3819541.053172
  nChanged 333
		SP:Iteration 26Q (50685.260000 sec): 3 clusters
  Score: Raw -3822984.520335 + Penalty 3365.077739 = -3819619.442596
  nChanged 352
		SP:Iteration 27Q (50685.610000 sec): 3 clusters
  Score: Raw -3823079.269724 + Penalty 3365.077739 = -3819714.191985
  nChanged 377
		SP:Iteration 28Q (50685.930000 sec): 3 clusters
  Score: Raw -3823178.760422 + Penalty 3365.077739 = -3819813.682683
  nChanged 367
		SP:Iteration 29Q (50686.320000 sec): 3 clusters
  Score: Raw -3823277.790255 + Penalty 3365.077739 = -3819912.712516
  nChanged 400
		SP:Iteration 30Q (50686.730000 sec): 3 clusters
  Score: Raw -3823382.015002 + Penalty 3365.077739 = -3820016.937263
  nChanged 385
		SP:Iteration 31Q (50687.040000 sec): 3 clusters
  Score: Raw -3823478.567361 + Penalty 3365.077739 = -3820113.489622
  nChanged 378
		SP:Iteration 32Q (50687.390000 sec): 3 clusters
  Score: Raw -3823578.140244 + Penalty 3365.077739 = -3820213.062505
  nChanged 384
		SP:Iteration 33Q (50687.670000 sec): 3 clusters
  Score: Raw -3823686.800026 + Penalty 3365.077739 = -3820321.722287
  nChanged 413
		SP:Iteration 34Q (50688.000000 sec): 3 clusters
  Score: Raw -3823805.813229 + Penalty 3365.077739 = -3820440.735490
  nChanged 429
		SP:Iteration 35Q (50688.330000 sec): 3 clusters
  Score: Raw -3823937.744233 + Penalty 3365.077739 = -3820572.666494
  nChanged 455
		SP:Iteration 36Q (50688.680000 sec): 3 clusters
  Score: Raw -3824089.226741 + Penalty 3365.077739 = -3820724.149002
  nChanged 474
		SP:Iteration 37Q (50689.030000 sec): 3 clusters
  Score: Raw -3824252.817916 + Penalty 3365.077739 = -3820887.740177
  nChanged 480
		SP:Iteration 38Q (50689.390000 sec): 3 clusters
  Score: Raw -3824440.544301 + Penalty 3365.077739 = -3821075.466562
  nChanged 498
		SP:Iteration 39Q (50689.720000 sec): 3 clusters
  Score: Raw -3824640.426968 + Penalty 3365.077739 = -3821275.349229
  nChanged 514
		SP:Iteration 40F (50690.060000 sec): 3 clusters
  Score: Raw -3824863.942067 + Penalty 3365.077739 = -3821498.864328
  nChanged 551
		SP:Iteration 41Q (50690.430000 sec): 3 clusters
  Score: Raw -3825120.765758 + Penalty 3365.077739 = -3821755.688019
  nChanged 562
		SP:Iteration 42Q (50690.770000 sec): 3 clusters
  Score: Raw -3825411.439488 + Penalty 3365.077739 = -3822046.361749
  nChanged 523
		SP:Iteration 43Q (50691.110000 sec): 3 clusters
  Score: Raw -3825704.465929 + Penalty 3365.077739 = -3822339.388190
  nChanged 488
		SP:Iteration 44Q (50691.470000 sec): 3 clusters
  Score: Raw -3826016.267285 + Penalty 3365.077739 = -3822651.189546
  nChanged 463
		SP:Iteration 45Q (50691.770000 sec): 3 clusters
  Score: Raw -3826321.438596 + Penalty 3365.077739 = -3822956.360857
  nChanged 406
		SP:Iteration 46Q (50692.110000 sec): 3 clusters
  Score: Raw -3826606.178867 + Penalty 3365.077739 = -3823241.101128
  nChanged 365
		SP:Iteration 47Q (50692.400000 sec): 3 clusters
  Score: Raw -3826880.748242 + Penalty 3365.077739 = -3823515.670503
  nChanged 324
		SP:Iteration 48Q (50692.720000 sec): 3 clusters
  Score: Raw -3827099.189414 + Penalty 3365.077739 = -3823734.111675
  nChanged 259
		SP:Iteration 49Q (50693.070000 sec): 3 clusters
  Score: Raw -3827250.022858 + Penalty 3365.077739 = -3823884.945119
  nChanged 192
		SP:Iteration 50Q (50693.400000 sec): 3 clusters
  Score: Raw -3827343.719252 + Penalty 3365.077739 = -3823978.641513
  nChanged 194
		SP:Iteration 51Q (50693.710000 sec): 3 clusters
  Score: Raw -3827428.912999 + Penalty 3365.077739 = -3824063.835260
  nChanged 151
		SP:Iteration 52Q (50694.060000 sec): 3 clusters
  Score: Raw -3827488.444195 + Penalty 3365.077739 = -3824123.366456
  nChanged 135
		SP:Iteration 53Q (50694.360000 sec): 3 clusters
  Score: Raw -3827546.654730 + Penalty 3365.077739 = -3824181.576991
  nChanged 134
		SP:Iteration 54Q (50694.740000 sec): 3 clusters
  Score: Raw -3827608.109915 + Penalty 3365.077739 = -3824243.032176
  nChanged 124
		SP:Iteration 55Q (50695.030000 sec): 3 clusters
  Score: Raw -3827663.711995 + Penalty 3365.077739 = -3824298.634256
  nChanged 111
		SP:Iteration 56Q (50695.360000 sec): 3 clusters
  Score: Raw -3827712.557384 + Penalty 3365.077739 = -3824347.479645
  nChanged 97
		SP:Iteration 57Q (50695.670000 sec): 3 clusters
  Score: Raw -3827756.912183 + Penalty 3365.077739 = -3824391.834444
  nChanged 87
		SP:Iteration 58Q (50696.010000 sec): 3 clusters
  Score: Raw -3827793.726414 + Penalty 3365.077739 = -3824428.648675
  nChanged 75
		SP:Iteration 59Q (50696.430000 sec): 3 clusters
  Score: Raw -3827828.884239 + Penalty 3365.077739 = -3824463.806500
  nChanged 77
		SP:Iteration 60F (50696.800000 sec): 3 clusters
  Score: Raw -3827867.507353 + Penalty 3365.077739 = -3824502.429614
  nChanged 63
		SP:Iteration 61Q (50697.150000 sec): 3 clusters
  Score: Raw -3827907.585236 + Penalty 3365.077739 = -3824542.507497
  nChanged 65
		SP:Iteration 62Q (50697.450000 sec): 3 clusters
  Score: Raw -3827948.601459 + Penalty 3365.077739 = -3824583.523720
  nChanged 62
		SP:Iteration 63Q (50697.810000 sec): 3 clusters
  Score: Raw -3827979.739185 + Penalty 3365.077739 = -3824614.661446
  nChanged 39
		SP:Iteration 64Q (50698.120000 sec): 3 clusters
  Score: Raw -3827996.341682 + Penalty 3365.077739 = -3824631.263943
  nChanged 34
		SP:Iteration 65Q (50698.400000 sec): 3 clusters
  Score: Raw -3828011.227877 + Penalty 3365.077739 = -3824646.150138
  nChanged 29
		SP:Iteration 66Q (50698.720000 sec): 3 clusters
  Score: Raw -3828023.294640 + Penalty 3365.077739 = -3824658.216901
  nChanged 27
		SP:Iteration 67Q (50699.030000 sec): 3 clusters
  Score: Raw -3828033.052290 + Penalty 3365.077739 = -3824667.974551
  nChanged 21
		SP:Iteration 68Q (50699.340000 sec): 3 clusters
  Score: Raw -3828040.576154 + Penalty 3365.077739 = -3824675.498415
  nChanged 19
		SP:Iteration 69Q (50699.680000 sec): 3 clusters
  Score: Raw -3828047.735885 + Penalty 3365.077739 = -3824682.658146
  nChanged 22
		SP:Iteration 70Q (50700.010000 sec): 3 clusters
  Score: Raw -3828055.099749 + Penalty 3365.077739 = -3824690.022010
  nChanged 19
		SP:Iteration 71Q (50700.340000 sec): 3 clusters
  Score: Raw -3828060.017635 + Penalty 3365.077739 = -3824694.939896
  nChanged 16
		SP:Iteration 72Q (50700.700000 sec): 3 clusters
  Score: Raw -3828064.964509 + Penalty 3365.077739 = -3824699.886770
  nChanged 15
		SP:Iteration 73Q (50701.060000 sec): 3 clusters
  Score: Raw -3828069.683282 + Penalty 3365.077739 = -3824704.605543
  nChanged 12
		SP:Iteration 74Q (50701.340000 sec): 3 clusters
  Score: Raw -3828072.779976 + Penalty 3365.077739 = -3824707.702237
  nChanged 9
		SP:Iteration 75Q (50701.660000 sec): 3 clusters
  Score: Raw -3828074.685697 + Penalty 3365.077739 = -3824709.607958
  nChanged 5
		SP:Iteration 76Q (50702.020000 sec): 3 clusters
  Score: Raw -3828075.949222 + Penalty 3365.077739 = -3824710.871483
  nChanged 6
		SP:Iteration 77Q (50702.340000 sec): 3 clusters
  Score: Raw -3828077.379792 + Penalty 3365.077739 = -3824712.302053
  nChanged 7
		SP:Iteration 78Q (50702.680000 sec): 3 clusters
  Score: Raw -3828078.986720 + Penalty 3365.077739 = -3824713.908981
  nChanged 5
		SP:Iteration 79Q (50703.020000 sec): 3 clusters
  Score: Raw -3828080.216570 + Penalty 3365.077739 = -3824715.138831
  nChanged 4
		SP:Iteration 80F (50703.340000 sec): 3 clusters
  Score: Raw -3828080.920857 + Penalty 3365.077739 = -3824715.843118
  nChanged 2
		SP:Iteration 81Q (50703.710000 sec): 3 clusters
  Score: Raw -3828081.309802 + Penalty 3365.077739 = -3824716.232063
  nChanged 3
		SP:Iteration 82Q (50704.030000 sec): 3 clusters
  Score: Raw -3828081.943177 + Penalty 3365.077739 = -3824716.865438
  nChanged 3
		SP:Iteration 83Q (50704.320000 sec): 3 clusters
  Score: Raw -3828082.407997 + Penalty 3365.077739 = -3824717.330258
  nChanged 1
		SP:Iteration 84Q (50704.680000 sec): 3 clusters
  Score: Raw -3828082.701655 + Penalty 3365.077739 = -3824717.623916
  nChanged 1
		SP:Iteration 85Q (50704.970000 sec): 3 clusters
  Score: Raw -3828082.841052 + Penalty 3365.077739 = -3824717.763313
  nChanged 0
		SP:Iteration 86F (50705.290000 sec): 3 clusters
  Score: Raw -3828082.841052 + Penalty 3365.077739 = -3824717.763313
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (19126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50705.520000 sec): 2 clusters
  Score: Raw -2112324.004985 + Penalty 1602.055641 = -2110721.949344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50705.840000 sec): 3 clusters
  Score: Raw -2100865.448264 + Penalty 3204.111282 = -2097661.336982
  nChanged 8602
		SP:Iteration 1F (50706.150000 sec): 3 clusters
  Score: Raw -2106343.299211 + Penalty 3204.111282 = -2103139.187929
  nChanged 1469
		SP:Iteration 2F (50706.430000 sec): 3 clusters
  Score: Raw -2107239.272525 + Penalty 3204.111282 = -2104035.161243
  nChanged 1314
		SP:Iteration 3F (50706.730000 sec): 3 clusters
  Score: Raw -2108090.967116 + Penalty 3204.111282 = -2104886.855834
  nChanged 1247
		SP:Iteration 4F (50707.020000 sec): 3 clusters
  Score: Raw -2108934.792520 + Penalty 3204.111282 = -2105730.681238
  nChanged 1076
		SP:Iteration 5F (50707.330000 sec): 3 clusters
  Score: Raw -2109699.622903 + Penalty 3204.111282 = -2106495.511621
  nChanged 976
		SP:Iteration 6F (50707.600000 sec): 3 clusters
  Score: Raw -2110382.336963 + Penalty 3204.111282 = -2107178.225681
  nChanged 811
		SP:Iteration 7Q (50707.920000 sec): 3 clusters
  Score: Raw -2110969.768323 + Penalty 3204.111282 = -2107765.657040
  nChanged 647
		SP:Iteration 8Q (50708.190000 sec): 3 clusters
  Score: Raw -2111467.958838 + Penalty 3204.111282 = -2108263.847556
  nChanged 486
		SP:Iteration 9Q (50708.480000 sec): 3 clusters
  Score: Raw -2111831.145932 + Penalty 3204.111282 = -2108627.034650
  nChanged 323
		SP:Iteration 10Q (50708.790000 sec): 3 clusters
  Score: Raw -2112077.850254 + Penalty 3204.111282 = -2108873.738972
  nChanged 229
		SP:Iteration 11Q (50709.150000 sec): 3 clusters
  Score: Raw -2112267.385233 + Penalty 3204.111282 = -2109063.273951
  nChanged 135
		SP:Iteration 12Q (50709.430000 sec): 3 clusters
  Score: Raw -2112381.041101 + Penalty 3204.111282 = -2109176.929819
  nChanged 74
		SP:Iteration 13Q (50709.720000 sec): 3 clusters
  Score: Raw -2112441.782944 + Penalty 3204.111282 = -2109237.671662
  nChanged 51
		SP:Iteration 14Q (50710.000000 sec): 3 clusters
  Score: Raw -2112479.388835 + Penalty 3204.111282 = -2109275.277552
  nChanged 34
		SP:Iteration 15Q (50710.280000 sec): 3 clusters
  Score: Raw -2112513.058077 + Penalty 3204.111282 = -2109308.946795
  nChanged 23
		SP:Iteration 16Q (50710.590000 sec): 3 clusters
  Score: Raw -2112538.328900 + Penalty 3204.111282 = -2109334.217618
  nChanged 24
		SP:Iteration 17Q (50710.900000 sec): 3 clusters
  Score: Raw -2112559.199962 + Penalty 3204.111282 = -2109355.088680
  nChanged 19
		SP:Iteration 18Q (50711.150000 sec): 3 clusters
  Score: Raw -2112575.449290 + Penalty 3204.111282 = -2109371.338007
  nChanged 10
		SP:Iteration 19Q (50711.410000 sec): 3 clusters
  Score: Raw -2112583.864722 + Penalty 3204.111282 = -2109379.753440
  nChanged 4
		SP:Iteration 20F (50711.730000 sec): 3 clusters
  Score: Raw -2112587.033708 + Penalty 3204.111282 = -2109382.922426
  nChanged 1
		SP:Iteration 21Q (50711.990000 sec): 3 clusters
  Score: Raw -2112587.623299 + Penalty 3204.111282 = -2109383.512017
  nChanged 1
		SP:Iteration 22Q (50712.270000 sec): 3 clusters
  Score: Raw -2112588.337680 + Penalty 3204.111282 = -2109384.226398
  nChanged 1
		SP:Iteration 23Q (50712.580000 sec): 3 clusters
  Score: Raw -2112588.864460 + Penalty 3204.111282 = -2109384.753178
  nChanged 2
		SP:Iteration 24Q (50712.890000 sec): 3 clusters
  Score: Raw -2112590.608863 + Penalty 3204.111282 = -2109386.497581
  nChanged 1
		SP:Iteration 25Q (50713.150000 sec): 3 clusters
  Score: Raw -2112591.220814 + Penalty 3204.111282 = -2109387.109532
  nChanged 0
		SP:Iteration 26F (50713.450000 sec): 3 clusters
  Score: Raw -2112591.220814 + Penalty 3204.111282 = -2109387.109532
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (3992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50713.570000 sec): 2 clusters
  Score: Raw -496996.884025 + Penalty 1347.457741 = -495649.426284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50713.820000 sec): 3 clusters
  Score: Raw -495017.762218 + Penalty 2694.915482 = -492322.846736
  nChanged 1551
		SP:Iteration 1F (50713.990000 sec): 3 clusters
  Score: Raw -495838.331721 + Penalty 2694.915482 = -493143.416239
  nChanged 282
		SP:Iteration 2F (50714.190000 sec): 3 clusters
  Score: Raw -495992.234079 + Penalty 2694.915482 = -493297.318597
  nChanged 204
		SP:Iteration 3F (50714.370000 sec): 3 clusters
  Score: Raw -496099.832652 + Penalty 2694.915482 = -493404.917170
  nChanged 165
		SP:Iteration 4Q (50714.570000 sec): 3 clusters
  Score: Raw -496180.278620 + Penalty 2694.915482 = -493485.363138
  nChanged 147
		SP:Iteration 5Q (50714.750000 sec): 3 clusters
  Score: Raw -496259.211782 + Penalty 2694.915482 = -493564.296300
  nChanged 154
		SP:Iteration 6Q (50714.940000 sec): 3 clusters
  Score: Raw -496345.882206 + Penalty 2694.915482 = -493650.966724
  nChanged 139
		SP:Iteration 7Q (50715.140000 sec): 3 clusters
  Score: Raw -496429.645961 + Penalty 2694.915482 = -493734.730478
  nChanged 121
		SP:Iteration 8Q (50715.360000 sec): 3 clusters
  Score: Raw -496496.965939 + Penalty 2694.915482 = -493802.050457
  nChanged 117
		SP:Iteration 9Q (50715.580000 sec): 3 clusters
  Score: Raw -496566.466896 + Penalty 2694.915482 = -493871.551414
  nChanged 116
		SP:Iteration 10Q (50715.780000 sec): 3 clusters
  Score: Raw -496639.993941 + Penalty 2694.915482 = -493945.078458
  nChanged 117
		SP:Iteration 11Q (50715.970000 sec): 3 clusters
  Score: Raw -496716.443788 + Penalty 2694.915482 = -494021.528305
  nChanged 122
		SP:Iteration 12Q (50716.110000 sec): 3 clusters
  Score: Raw -496799.093669 + Penalty 2694.915482 = -494104.178187
  nChanged 84
		SP:Iteration 13Q (50716.310000 sec): 3 clusters
  Score: Raw -496854.780423 + Penalty 2694.915482 = -494159.864941
  nChanged 73
		SP:Iteration 14Q (50716.510000 sec): 3 clusters
  Score: Raw -496899.845824 + Penalty 2694.915482 = -494204.930342
  nChanged 60
		SP:Iteration 15Q (50716.710000 sec): 3 clusters
  Score: Raw -496935.102872 + Penalty 2694.915482 = -494240.187390
  nChanged 50
		SP:Iteration 16Q (50716.930000 sec): 3 clusters
  Score: Raw -496964.328956 + Penalty 2694.915482 = -494269.413473
  nChanged 34
		SP:Iteration 17Q (50717.080000 sec): 3 clusters
  Score: Raw -496984.883235 + Penalty 2694.915482 = -494289.967753
  nChanged 34
		SP:Iteration 18Q (50717.240000 sec): 3 clusters
  Score: Raw -497004.471323 + Penalty 2694.915482 = -494309.555841
  nChanged 18
		SP:Iteration 19Q (50717.480000 sec): 3 clusters
  Score: Raw -497016.299201 + Penalty 2694.915482 = -494321.383718
  nChanged 20
		SP:Iteration 20F (50717.660000 sec): 3 clusters
  Score: Raw -497029.856091 + Penalty 2694.915482 = -494334.940609
  nChanged 22
		SP:Iteration 21Q (50717.880000 sec): 3 clusters
  Score: Raw -497040.294483 + Penalty 2694.915482 = -494345.379001
  nChanged 21
		SP:Iteration 22Q (50718.080000 sec): 3 clusters
  Score: Raw -497055.241863 + Penalty 2694.915482 = -494360.326381
  nChanged 23
		SP:Iteration 23Q (50718.270000 sec): 3 clusters
  Score: Raw -497074.589444 + Penalty 2694.915482 = -494379.673962
  nChanged 18
		SP:Iteration 24Q (50718.440000 sec): 3 clusters
  Score: Raw -497089.972348 + Penalty 2694.915482 = -494395.056866
  nChanged 21
		SP:Iteration 25Q (50718.590000 sec): 3 clusters
  Score: Raw -497104.730025 + Penalty 2694.915482 = -494409.814543
  nChanged 18
		SP:Iteration 26Q (50718.820000 sec): 3 clusters
  Score: Raw -497118.270605 + Penalty 2694.915482 = -494423.355123
  nChanged 18
		SP:Iteration 27Q (50719.030000 sec): 3 clusters
  Score: Raw -497131.834682 + Penalty 2694.915482 = -494436.919200
  nChanged 18
		SP:Iteration 28Q (50719.210000 sec): 3 clusters
  Score: Raw -497143.916845 + Penalty 2694.915482 = -494449.001363
  nChanged 15
		SP:Iteration 29Q (50719.420000 sec): 3 clusters
  Score: Raw -497154.771189 + Penalty 2694.915482 = -494459.855706
  nChanged 9
		SP:Iteration 30Q (50719.580000 sec): 3 clusters
  Score: Raw -497160.829858 + Penalty 2694.915482 = -494465.914376
  nChanged 7
		SP:Iteration 31Q (50719.760000 sec): 3 clusters
  Score: Raw -497164.504323 + Penalty 2694.915482 = -494469.588841
  nChanged 5
		SP:Iteration 32Q (50719.930000 sec): 3 clusters
  Score: Raw -497167.265265 + Penalty 2694.915482 = -494472.349783
  nChanged 6
		SP:Iteration 33Q (50720.130000 sec): 3 clusters
  Score: Raw -497170.867601 + Penalty 2694.915482 = -494475.952119
  nChanged 5
		SP:Iteration 34Q (50720.350000 sec): 3 clusters
  Score: Raw -497174.105072 + Penalty 2694.915482 = -494479.189590
  nChanged 3
		SP:Iteration 35Q (50720.570000 sec): 3 clusters
  Score: Raw -497175.598017 + Penalty 2694.915482 = -494480.682535
  nChanged 3
		SP:Iteration 36Q (50720.800000 sec): 3 clusters
  Score: Raw -497178.018147 + Penalty 2694.915482 = -494483.102664
  nChanged 6
		SP:Iteration 37Q (50720.980000 sec): 3 clusters
  Score: Raw -497182.476103 + Penalty 2694.915482 = -494487.560621
  nChanged 6
		SP:Iteration 38Q (50721.150000 sec): 3 clusters
  Score: Raw -497186.986714 + Penalty 2694.915482 = -494492.071232
  nChanged 3
		SP:Iteration 39Q (50721.400000 sec): 3 clusters
  Score: Raw -497188.649407 + Penalty 2694.915482 = -494493.733925
  nChanged 1
		SP:Iteration 40F (50721.630000 sec): 3 clusters
  Score: Raw -497189.052321 + Penalty 2694.915482 = -494494.136839
  nChanged 3
		SP:Iteration 41Q (50721.800000 sec): 3 clusters
  Score: Raw -497190.472938 + Penalty 2694.915482 = -494495.557456
  nChanged 1
		SP:Iteration 42Q (50722.000000 sec): 3 clusters
  Score: Raw -497191.402002 + Penalty 2694.915482 = -494496.486520
  nChanged 2
		SP:Iteration 43Q (50722.170000 sec): 3 clusters
  Score: Raw -497192.748574 + Penalty 2694.915482 = -494497.833092
  nChanged 0
		SP:Iteration 44F (50722.330000 sec): 3 clusters
  Score: Raw -497192.748574 + Penalty 2694.915482 = -494497.833092
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (86712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50722.870000 sec): 2 clusters
  Score: Raw -9577013.719341 + Penalty 1847.681479 = -9575166.037862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50723.490000 sec): 3 clusters
  Score: Raw -9521085.433195 + Penalty 3695.362957 = -9517390.070238
  nChanged 41244
		SP:Iteration 1F (50724.130000 sec): 3 clusters
  Score: Raw -9547088.335674 + Penalty 3695.362957 = -9543392.972717
  nChanged 5408
		SP:Iteration 2F (50724.730000 sec): 3 clusters
  Score: Raw -9550334.135733 + Penalty 3695.362957 = -9546638.772776
  nChanged 6298
		SP:Iteration 3F (50725.380000 sec): 3 clusters
  Score: Raw -9554226.151387 + Penalty 3695.362957 = -9550530.788430
  nChanged 6259
		SP:Iteration 4F (50726.040000 sec): 3 clusters
  Score: Raw -9557831.267669 + Penalty 3695.362957 = -9554135.904712
  nChanged 5524
		SP:Iteration 5F (50726.680000 sec): 3 clusters
  Score: Raw -9560657.515945 + Penalty 3695.362957 = -9556962.152988
  nChanged 4501
		SP:Iteration 6F (50727.310000 sec): 3 clusters
  Score: Raw -9562635.156840 + Penalty 3695.362957 = -9558939.793882
  nChanged 3460
		SP:Iteration 7Q (50727.980000 sec): 3 clusters
  Score: Raw -9563927.538416 + Penalty 3695.362957 = -9560232.175459
  nChanged 2700
		SP:Iteration 8Q (50728.570000 sec): 3 clusters
  Score: Raw -9565049.661263 + Penalty 3695.362957 = -9561354.298305
  nChanged 2498
		SP:Iteration 9Q (50729.150000 sec): 3 clusters
  Score: Raw -9566352.893909 + Penalty 3695.362957 = -9562657.530952
  nChanged 2552
		SP:Iteration 10Q (50729.790000 sec): 3 clusters
  Score: Raw -9567888.438347 + Penalty 3695.362957 = -9564193.075389
  nChanged 2669
		SP:Iteration 11Q (50730.400000 sec): 3 clusters
  Score: Raw -9569808.380989 + Penalty 3695.362957 = -9566113.018032
  nChanged 2659
		SP:Iteration 12Q (50731.010000 sec): 3 clusters
  Score: Raw -9571751.927033 + Penalty 3695.362957 = -9568056.564076
  nChanged 2325
		SP:Iteration 13Q (50731.650000 sec): 3 clusters
  Score: Raw -9573078.585673 + Penalty 3695.362957 = -9569383.222715
  nChanged 1756
		SP:Iteration 14Q (50732.240000 sec): 3 clusters
  Score: Raw -9573840.817489 + Penalty 3695.362957 = -9570145.454532
  nChanged 1382
		SP:Iteration 15Q (50732.880000 sec): 3 clusters
  Score: Raw -9574371.714619 + Penalty 3695.362957 = -9570676.351662
  nChanged 1226
		SP:Iteration 16Q (50733.490000 sec): 3 clusters
  Score: Raw -9574783.180537 + Penalty 3695.362957 = -9571087.817579
  nChanged 1101
		SP:Iteration 17Q (50734.120000 sec): 3 clusters
  Score: Raw -9575114.852062 + Penalty 3695.362957 = -9571419.489105
  nChanged 1022
		SP:Iteration 18Q (50734.760000 sec): 3 clusters
  Score: Raw -9575405.081939 + Penalty 3695.362957 = -9571709.718981
  nChanged 937
		SP:Iteration 19Q (50735.460000 sec): 3 clusters
  Score: Raw -9575658.529433 + Penalty 3695.362957 = -9571963.166476
  nChanged 918
		SP:Iteration 20F (50736.110000 sec): 3 clusters
  Score: Raw -9575903.030296 + Penalty 3695.362957 = -9572207.667338
  nChanged 858
		SP:Iteration 21Q (50736.800000 sec): 3 clusters
  Score: Raw -9576117.041096 + Penalty 3695.362957 = -9572421.678138
  nChanged 785
		SP:Iteration 22Q (50737.390000 sec): 3 clusters
  Score: Raw -9576309.237775 + Penalty 3695.362957 = -9572613.874818
  nChanged 708
		SP:Iteration 23Q (50738.050000 sec): 3 clusters
  Score: Raw -9576483.279687 + Penalty 3695.362957 = -9572787.916729
  nChanged 722
		SP:Iteration 24Q (50738.760000 sec): 3 clusters
  Score: Raw -9576669.903353 + Penalty 3695.362957 = -9572974.540395
  nChanged 703
		SP:Iteration 25Q (50739.360000 sec): 3 clusters
  Score: Raw -9576850.377590 + Penalty 3695.362957 = -9573155.014633
  nChanged 679
		SP:Iteration 26Q (50740.030000 sec): 3 clusters
  Score: Raw -9577027.515537 + Penalty 3695.362957 = -9573332.152580
  nChanged 659
		SP:Iteration 27Q (50740.610000 sec): 3 clusters
  Score: Raw -9577207.994209 + Penalty 3695.362957 = -9573512.631251
  nChanged 630
		SP:Iteration 28Q (50741.170000 sec): 3 clusters
  Score: Raw -9577380.400452 + Penalty 3695.362957 = -9573685.037494
  nChanged 581
		SP:Iteration 29Q (50741.700000 sec): 3 clusters
  Score: Raw -9577535.289423 + Penalty 3695.362957 = -9573839.926465
  nChanged 515
		SP:Iteration 30Q (50742.300000 sec): 3 clusters
  Score: Raw -9577670.284453 + Penalty 3695.362957 = -9573974.921496
  nChanged 447
		SP:Iteration 31Q (50742.920000 sec): 3 clusters
  Score: Raw -9577780.292080 + Penalty 3695.362957 = -9574084.929123
  nChanged 408
		SP:Iteration 32Q (50743.480000 sec): 3 clusters
  Score: Raw -9577875.845995 + Penalty 3695.362957 = -9574180.483037
  nChanged 375
		SP:Iteration 33Q (50744.060000 sec): 3 clusters
  Score: Raw -9577961.944605 + Penalty 3695.362957 = -9574266.581648
  nChanged 372
		SP:Iteration 34Q (50744.620000 sec): 3 clusters
  Score: Raw -9578052.286665 + Penalty 3695.362957 = -9574356.923708
  nChanged 315
		SP:Iteration 35Q (50745.150000 sec): 3 clusters
  Score: Raw -9578126.500159 + Penalty 3695.362957 = -9574431.137202
  nChanged 279
		SP:Iteration 36Q (50745.700000 sec): 3 clusters
  Score: Raw -9578183.995810 + Penalty 3695.362957 = -9574488.632853
  nChanged 273
		SP:Iteration 37Q (50746.350000 sec): 3 clusters
  Score: Raw -9578239.093495 + Penalty 3695.362957 = -9574543.730537
  nChanged 250
		SP:Iteration 38Q (50746.930000 sec): 3 clusters
  Score: Raw -9578289.082839 + Penalty 3695.362957 = -9574593.719882
  nChanged 226
		SP:Iteration 39Q (50747.490000 sec): 3 clusters
  Score: Raw -9578330.028853 + Penalty 3695.362957 = -9574634.665896
  nChanged 200
		SP:Iteration 40F (50748.070000 sec): 3 clusters
  Score: Raw -9578361.923815 + Penalty 3695.362957 = -9574666.560858
  nChanged 162
		SP:Iteration 41Q (50748.670000 sec): 3 clusters
  Score: Raw -9578387.196826 + Penalty 3695.362957 = -9574691.833869
  nChanged 142
		SP:Iteration 42Q (50749.250000 sec): 3 clusters
  Score: Raw -9578411.042451 + Penalty 3695.362957 = -9574715.679494
  nChanged 146
		SP:Iteration 43Q (50749.800000 sec): 3 clusters
  Score: Raw -9578438.187849 + Penalty 3695.362957 = -9574742.824892
  nChanged 147
		SP:Iteration 44Q (50750.390000 sec): 3 clusters
  Score: Raw -9578468.433481 + Penalty 3695.362957 = -9574773.070523
  nChanged 159
		SP:Iteration 45Q (50751.040000 sec): 3 clusters
  Score: Raw -9578499.678031 + Penalty 3695.362957 = -9574804.315073
  nChanged 141
		SP:Iteration 46Q (50751.620000 sec): 3 clusters
  Score: Raw -9578528.352427 + Penalty 3695.362957 = -9574832.989469
  nChanged 146
		SP:Iteration 47Q (50752.220000 sec): 3 clusters
  Score: Raw -9578557.012116 + Penalty 3695.362957 = -9574861.649159
  nChanged 139
		SP:Iteration 48Q (50752.890000 sec): 3 clusters
  Score: Raw -9578583.373363 + Penalty 3695.362957 = -9574888.010405
  nChanged 113
		SP:Iteration 49Q (50753.450000 sec): 3 clusters
  Score: Raw -9578605.654790 + Penalty 3695.362957 = -9574910.291832
  nChanged 105
		SP:Iteration 50Q (50754.020000 sec): 3 clusters
  Score: Raw -9578625.360034 + Penalty 3695.362957 = -9574929.997076
  nChanged 89
		SP:Iteration 51Q (50754.610000 sec): 3 clusters
  Score: Raw -9578641.368032 + Penalty 3695.362957 = -9574946.005075
  nChanged 74
		SP:Iteration 52Q (50755.210000 sec): 3 clusters
  Score: Raw -9578652.654700 + Penalty 3695.362957 = -9574957.291742
  nChanged 65
		SP:Iteration 53Q (50755.820000 sec): 3 clusters
  Score: Raw -9578661.133321 + Penalty 3695.362957 = -9574965.770363
  nChanged 49
		SP:Iteration 54Q (50756.390000 sec): 3 clusters
  Score: Raw -9578667.323982 + Penalty 3695.362957 = -9574971.961024
  nChanged 49
		SP:Iteration 55Q (50756.950000 sec): 3 clusters
  Score: Raw -9578673.811333 + Penalty 3695.362957 = -9574978.448375
  nChanged 36
		SP:Iteration 56Q (50757.470000 sec): 3 clusters
  Score: Raw -9578679.746828 + Penalty 3695.362957 = -9574984.383871
  nChanged 44
		SP:Iteration 57Q (50758.070000 sec): 3 clusters
  Score: Raw -9578686.935223 + Penalty 3695.362957 = -9574991.572265
  nChanged 38
		SP:Iteration 58Q (50758.670000 sec): 3 clusters
  Score: Raw -9578693.810154 + Penalty 3695.362957 = -9574998.447197
  nChanged 35
		SP:Iteration 59Q (50759.250000 sec): 3 clusters
  Score: Raw -9578698.992952 + Penalty 3695.362957 = -9575003.629995
  nChanged 38
		SP:Iteration 60F (50759.860000 sec): 3 clusters
  Score: Raw -9578705.334109 + Penalty 3695.362957 = -9575009.971152
  nChanged 37
		SP:Iteration 61Q (50760.560000 sec): 3 clusters
  Score: Raw -9578711.425371 + Penalty 3695.362957 = -9575016.062414
  nChanged 33
		SP:Iteration 62Q (50761.270000 sec): 3 clusters
  Score: Raw -9578715.781567 + Penalty 3695.362957 = -9575020.418610
  nChanged 31
		SP:Iteration 63Q (50761.890000 sec): 3 clusters
  Score: Raw -9578718.686517 + Penalty 3695.362957 = -9575023.323560
  nChanged 17
		SP:Iteration 64Q (50762.470000 sec): 3 clusters
  Score: Raw -9578720.974404 + Penalty 3695.362957 = -9575025.611446
  nChanged 21
		SP:Iteration 65Q (50763.110000 sec): 3 clusters
  Score: Raw -9578723.878561 + Penalty 3695.362957 = -9575028.515604
  nChanged 21
		SP:Iteration 66Q (50763.750000 sec): 3 clusters
  Score: Raw -9578726.724068 + Penalty 3695.362957 = -9575031.361110
  nChanged 23
		SP:Iteration 67Q (50764.350000 sec): 3 clusters
  Score: Raw -9578729.906936 + Penalty 3695.362957 = -9575034.543979
  nChanged 27
		SP:Iteration 68Q (50764.960000 sec): 3 clusters
  Score: Raw -9578733.155140 + Penalty 3695.362957 = -9575037.792182
  nChanged 25
		SP:Iteration 69Q (50765.570000 sec): 3 clusters
  Score: Raw -9578736.005462 + Penalty 3695.362957 = -9575040.642504
  nChanged 28
		SP:Iteration 70Q (50766.170000 sec): 3 clusters
  Score: Raw -9578739.085818 + Penalty 3695.362957 = -9575043.722861
  nChanged 22
		SP:Iteration 71Q (50766.740000 sec): 3 clusters
  Score: Raw -9578741.339205 + Penalty 3695.362957 = -9575045.976247
  nChanged 14
		SP:Iteration 72Q (50767.350000 sec): 3 clusters
  Score: Raw -9578742.475814 + Penalty 3695.362957 = -9575047.112857
  nChanged 9
		SP:Iteration 73Q (50767.910000 sec): 3 clusters
  Score: Raw -9578743.086224 + Penalty 3695.362957 = -9575047.723267
  nChanged 4
		SP:Iteration 74Q (50768.530000 sec): 3 clusters
  Score: Raw -9578743.362214 + Penalty 3695.362957 = -9575047.999256
  nChanged 3
		SP:Iteration 75Q (50769.110000 sec): 3 clusters
  Score: Raw -9578743.520022 + Penalty 3695.362957 = -9575048.157064
  nChanged 0
		SP:Iteration 76F (50769.800000 sec): 3 clusters
  Score: Raw -9578743.520022 + Penalty 3695.362957 = -9575048.157064
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50769.870000 sec): 2 clusters
  Score: Raw -100783.947508 + Penalty 1129.973684 = -99653.973824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50769.890000 sec): 3 clusters
  Score: Raw -100481.480350 + Penalty 2259.947369 = -98221.532981
  nChanged 328
		SP:Iteration 1F (50769.910000 sec): 3 clusters
  Score: Raw -100851.127989 + Penalty 2259.947369 = -98591.180620
  nChanged 102
		SP:Iteration 2F (50769.930000 sec): 3 clusters
  Score: Raw -101051.806042 + Penalty 2259.947369 = -98791.858674
  nChanged 91
		SP:Iteration 3F (50769.950000 sec): 3 clusters
  Score: Raw -101246.539331 + Penalty 2259.947369 = -98986.591963
  nChanged 87
		SP:Iteration 4F (50769.970000 sec): 3 clusters
  Score: Raw -101434.610416 + Penalty 2259.947369 = -99174.663047
  nChanged 54
		SP:Iteration 5F (50769.990000 sec): 3 clusters
  Score: Raw -101555.776000 + Penalty 2259.947369 = -99295.828632
  nChanged 42
		SP:Iteration 6Q (50770.010000 sec): 3 clusters
  Score: Raw -101646.842433 + Penalty 2259.947369 = -99386.895064
  nChanged 27
		SP:Iteration 7Q (50770.170000 sec): 3 clusters
  Score: Raw -101695.625417 + Penalty 2259.947369 = -99435.678048
  nChanged 24
		SP:Iteration 8Q (50770.370000 sec): 3 clusters
  Score: Raw -101728.733596 + Penalty 2259.947369 = -99468.786228
  nChanged 17
		SP:Iteration 9Q (50770.530000 sec): 3 clusters
  Score: Raw -101757.121631 + Penalty 2259.947369 = -99497.174263
  nChanged 8
		SP:Iteration 10Q (50770.710000 sec): 3 clusters
  Score: Raw -101765.475817 + Penalty 2259.947369 = -99505.528449
  nChanged 12
		SP:Iteration 11Q (50770.900000 sec): 3 clusters
  Score: Raw -101775.057785 + Penalty 2259.947369 = -99515.110417
  nChanged 3
		SP:Iteration 12Q (50771.090000 sec): 3 clusters
  Score: Raw -101776.115505 + Penalty 2259.947369 = -99516.168137
  nChanged 0
		SP:Iteration 13F (50771.290000 sec): 3 clusters
  Score: Raw -101776.115505 + Penalty 2259.947369 = -99516.168137
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (13479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50771.420000 sec): 2 clusters
  Score: Raw -1391211.218816 + Penalty 1545.194332 = -1389666.024484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50771.710000 sec): 3 clusters
  Score: Raw -1383406.281500 + Penalty 3090.388664 = -1380315.892836
  nChanged 5936
		SP:Iteration 1F (50771.950000 sec): 3 clusters
  Score: Raw -1386856.103452 + Penalty 3090.388664 = -1383765.714787
  nChanged 887
		SP:Iteration 2F (50772.200000 sec): 3 clusters
  Score: Raw -1387326.388448 + Penalty 3090.388664 = -1384235.999784
  nChanged 801
		SP:Iteration 3F (50772.470000 sec): 3 clusters
  Score: Raw -1387740.195649 + Penalty 3090.388664 = -1384649.806985
  nChanged 750
		SP:Iteration 4F (50772.700000 sec): 3 clusters
  Score: Raw -1388107.241847 + Penalty 3090.388664 = -1385016.853183
  nChanged 636
		SP:Iteration 5Q (50772.960000 sec): 3 clusters
  Score: Raw -1388386.363957 + Penalty 3090.388664 = -1385295.975292
  nChanged 537
		SP:Iteration 6Q (50773.220000 sec): 3 clusters
  Score: Raw -1388599.934445 + Penalty 3090.388664 = -1385509.545781
  nChanged 485
		SP:Iteration 7Q (50773.460000 sec): 3 clusters
  Score: Raw -1388808.339924 + Penalty 3090.388664 = -1385717.951259
  nChanged 461
		SP:Iteration 8Q (50773.720000 sec): 3 clusters
  Score: Raw -1389005.345285 + Penalty 3090.388664 = -1385914.956620
  nChanged 402
		SP:Iteration 9Q (50773.910000 sec): 3 clusters
  Score: Raw -1389181.118297 + Penalty 3090.388664 = -1386090.729633
  nChanged 381
		SP:Iteration 10Q (50774.180000 sec): 3 clusters
  Score: Raw -1389359.398295 + Penalty 3090.388664 = -1386269.009631
  nChanged 369
		SP:Iteration 11Q (50774.450000 sec): 3 clusters
  Score: Raw -1389544.993816 + Penalty 3090.388664 = -1386454.605151
  nChanged 354
		SP:Iteration 12Q (50774.710000 sec): 3 clusters
  Score: Raw -1389723.856104 + Penalty 3090.388664 = -1386633.467439
  nChanged 317
		SP:Iteration 13Q (50774.980000 sec): 3 clusters
  Score: Raw -1389881.452704 + Penalty 3090.388664 = -1386791.064040
  nChanged 312
		SP:Iteration 14Q (50775.230000 sec): 3 clusters
  Score: Raw -1390027.687506 + Penalty 3090.388664 = -1386937.298842
  nChanged 253
		SP:Iteration 15Q (50775.520000 sec): 3 clusters
  Score: Raw -1390159.064519 + Penalty 3090.388664 = -1387068.675855
  nChanged 266
		SP:Iteration 16Q (50775.840000 sec): 3 clusters
  Score: Raw -1390290.976229 + Penalty 3090.388664 = -1387200.587565
  nChanged 244
		SP:Iteration 17Q (50776.060000 sec): 3 clusters
  Score: Raw -1390424.714177 + Penalty 3090.388664 = -1387334.325513
  nChanged 234
		SP:Iteration 18Q (50776.330000 sec): 3 clusters
  Score: Raw -1390559.294417 + Penalty 3090.388664 = -1387468.905753
  nChanged 204
		SP:Iteration 19Q (50776.610000 sec): 3 clusters
  Score: Raw -1390668.977433 + Penalty 3090.388664 = -1387578.588769
  nChanged 173
		SP:Iteration 20F (50776.940000 sec): 3 clusters
  Score: Raw -1390759.016710 + Penalty 3090.388664 = -1387668.628046
  nChanged 163
		SP:Iteration 21Q (50777.240000 sec): 3 clusters
  Score: Raw -1390842.196062 + Penalty 3090.388664 = -1387751.807398
  nChanged 149
		SP:Iteration 22Q (50777.520000 sec): 3 clusters
  Score: Raw -1390912.575156 + Penalty 3090.388664 = -1387822.186492
  nChanged 130
		SP:Iteration 23Q (50777.820000 sec): 3 clusters
  Score: Raw -1390971.542960 + Penalty 3090.388664 = -1387881.154296
  nChanged 115
		SP:Iteration 24Q (50778.120000 sec): 3 clusters
  Score: Raw -1391033.252935 + Penalty 3090.388664 = -1387942.864271
  nChanged 113
		SP:Iteration 25Q (50778.420000 sec): 3 clusters
  Score: Raw -1391094.320300 + Penalty 3090.388664 = -1388003.931636
  nChanged 106
		SP:Iteration 26Q (50778.740000 sec): 3 clusters
  Score: Raw -1391150.536640 + Penalty 3090.388664 = -1388060.147975
  nChanged 93
		SP:Iteration 27Q (50779.020000 sec): 3 clusters
  Score: Raw -1391200.578232 + Penalty 3090.388664 = -1388110.189568
  nChanged 79
		SP:Iteration 28Q (50779.260000 sec): 3 clusters
  Score: Raw -1391245.006968 + Penalty 3090.388664 = -1388154.618304
  nChanged 66
		SP:Iteration 29Q (50779.480000 sec): 3 clusters
  Score: Raw -1391281.587512 + Penalty 3090.388664 = -1388191.198848
  nChanged 54
		SP:Iteration 30Q (50779.710000 sec): 3 clusters
  Score: Raw -1391314.883246 + Penalty 3090.388664 = -1388224.494582
  nChanged 45
		SP:Iteration 31Q (50779.940000 sec): 3 clusters
  Score: Raw -1391344.738261 + Penalty 3090.388664 = -1388254.349597
  nChanged 38
		SP:Iteration 32Q (50780.220000 sec): 3 clusters
  Score: Raw -1391366.228487 + Penalty 3090.388664 = -1388275.839823
  nChanged 33
		SP:Iteration 33Q (50780.400000 sec): 3 clusters
  Score: Raw -1391391.504331 + Penalty 3090.388664 = -1388301.115667
  nChanged 43
		SP:Iteration 34Q (50780.590000 sec): 3 clusters
  Score: Raw -1391421.171040 + Penalty 3090.388664 = -1388330.782376
  nChanged 33
		SP:Iteration 35Q (50780.830000 sec): 3 clusters
  Score: Raw -1391443.167601 + Penalty 3090.388664 = -1388352.778937
  nChanged 28
		SP:Iteration 36Q (50781.080000 sec): 3 clusters
  Score: Raw -1391465.119719 + Penalty 3090.388664 = -1388374.731055
  nChanged 25
		SP:Iteration 37Q (50781.300000 sec): 3 clusters
  Score: Raw -1391480.926721 + Penalty 3090.388664 = -1388390.538057
  nChanged 22
		SP:Iteration 38Q (50781.590000 sec): 3 clusters
  Score: Raw -1391494.470408 + Penalty 3090.388664 = -1388404.081744
  nChanged 14
		SP:Iteration 39Q (50781.820000 sec): 3 clusters
  Score: Raw -1391506.964367 + Penalty 3090.388664 = -1388416.575702
  nChanged 13
		SP:Iteration 40F (50782.110000 sec): 3 clusters
  Score: Raw -1391514.221996 + Penalty 3090.388664 = -1388423.833332
  nChanged 9
		SP:Iteration 41Q (50782.380000 sec): 3 clusters
  Score: Raw -1391518.678259 + Penalty 3090.388664 = -1388428.289595
  nChanged 3
		SP:Iteration 42Q (50782.660000 sec): 3 clusters
  Score: Raw -1391520.148933 + Penalty 3090.388664 = -1388429.760269
  nChanged 1
		SP:Iteration 43Q (50782.910000 sec): 3 clusters
  Score: Raw -1391520.471573 + Penalty 3090.388664 = -1388430.082909
  nChanged 2
		SP:Iteration 44Q (50783.160000 sec): 3 clusters
  Score: Raw -1391521.614843 + Penalty 3090.388664 = -1388431.226179
  nChanged 2
		SP:Iteration 45Q (50783.410000 sec): 3 clusters
  Score: Raw -1391522.735798 + Penalty 3090.388664 = -1388432.347134
  nChanged 2
		SP:Iteration 46Q (50783.630000 sec): 3 clusters
  Score: Raw -1391523.748140 + Penalty 3090.388664 = -1388433.359476
  nChanged 1
		SP:Iteration 47Q (50783.920000 sec): 3 clusters
  Score: Raw -1391524.141549 + Penalty 3090.388664 = -1388433.752885
  nChanged 2
		SP:Iteration 48Q (50784.220000 sec): 3 clusters
  Score: Raw -1391524.713771 + Penalty 3090.388664 = -1388434.325106
  nChanged 3
		SP:Iteration 49Q (50784.440000 sec): 3 clusters
  Score: Raw -1391527.190408 + Penalty 3090.388664 = -1388436.801743
  nChanged 0
		SP:Iteration 50F (50784.710000 sec): 3 clusters
  Score: Raw -1391527.190408 + Penalty 3090.388664 = -1388436.801743
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50784.840000 sec): 2 clusters
  Score: Raw -69700.625579 + Penalty 1073.140871 = -68627.484707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50785.050000 sec): 3 clusters
  Score: Raw -69617.602199 + Penalty 2146.281743 = -67471.320456
  nChanged 213
		SP:Iteration 1F (50785.190000 sec): 3 clusters
  Score: Raw -70041.159533 + Penalty 2146.281743 = -67894.877790
  nChanged 80
		SP:Iteration 2F (50785.350000 sec): 3 clusters
  Score: Raw -70420.303966 + Penalty 2146.281743 = -68274.022223
  nChanged 54
		SP:Iteration 3F (50785.490000 sec): 3 clusters
  Score: Raw -70640.290593 + Penalty 2146.281743 = -68494.008850
  nChanged 35
		SP:Iteration 4Q (50785.700000 sec): 3 clusters
  Score: Raw -70773.110377 + Penalty 2146.281743 = -68626.828634
  nChanged 18
		SP:Iteration 5Q (50785.860000 sec): 3 clusters
  Score: Raw -70866.051200 + Penalty 2146.281743 = -68719.769457
  nChanged 10
		SP:Iteration 6Q (50786.020000 sec): 3 clusters
  Score: Raw -70882.438578 + Penalty 2146.281743 = -68736.156835
  nChanged 5
		SP:Iteration 7Q (50786.210000 sec): 3 clusters
  Score: Raw -70891.203719 + Penalty 2146.281743 = -68744.921976
  nChanged 5
		SP:Iteration 8Q (50786.380000 sec): 3 clusters
  Score: Raw -70900.577091 + Penalty 2146.281743 = -68754.295348
  nChanged 4
		SP:Iteration 9Q (50786.560000 sec): 3 clusters
  Score: Raw -70905.267993 + Penalty 2146.281743 = -68758.986250
  nChanged 1
		SP:Iteration 10Q (50786.780000 sec): 3 clusters
  Score: Raw -70906.611605 + Penalty 2146.281743 = -68760.329862
  nChanged 3
		SP:Iteration 11Q (50786.960000 sec): 3 clusters
  Score: Raw -70910.380681 + Penalty 2146.281743 = -68764.098938
  nChanged 2
		SP:Iteration 12Q (50787.110000 sec): 3 clusters
  Score: Raw -70914.370131 + Penalty 2146.281743 = -68768.088388
  nChanged 3
		SP:Iteration 13Q (50787.260000 sec): 3 clusters
  Score: Raw -70919.496267 + Penalty 2146.281743 = -68773.214524
  nChanged 1
		SP:Iteration 14Q (50787.420000 sec): 3 clusters
  Score: Raw -70920.039394 + Penalty 2146.281743 = -68773.757651
  nChanged 0
		SP:Iteration 15F (50787.620000 sec): 3 clusters
  Score: Raw -70920.039394 + Penalty 2146.281743 = -68773.757651
  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 11.42 GB.

 Trying to split cluster 24 (52458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50787.950000 sec): 2 clusters
  Score: Raw -5878844.744760 + Penalty 1766.012321 = -5877078.732439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50788.460000 sec): 3 clusters
  Score: Raw -5845621.821959 + Penalty 3532.024642 = -5842089.797317
  nChanged 24641
		SP:Iteration 1F (50788.880000 sec): 3 clusters
  Score: Raw -5860212.275127 + Penalty 3532.024642 = -5856680.250486
  nChanged 2837
		SP:Iteration 2F (50789.340000 sec): 3 clusters
  Score: Raw -5861475.909203 + Penalty 3532.024642 = -5857943.884561
  nChanged 3009
		SP:Iteration 3F (50789.740000 sec): 3 clusters
  Score: Raw -5862826.804931 + Penalty 3532.024642 = -5859294.780289
  nChanged 2900
		SP:Iteration 4F (50790.180000 sec): 3 clusters
  Score: Raw -5864152.155312 + Penalty 3532.024642 = -5860620.130671
  nChanged 2838
		SP:Iteration 5F (50790.640000 sec): 3 clusters
  Score: Raw -5865423.078611 + Penalty 3532.024642 = -5861891.053969
  nChanged 2671
		SP:Iteration 6F (50791.090000 sec): 3 clusters
  Score: Raw -5866684.045034 + Penalty 3532.024642 = -5863152.020392
  nChanged 2623
		SP:Iteration 7F (50791.500000 sec): 3 clusters
  Score: Raw -5867967.116695 + Penalty 3532.024642 = -5864435.092053
  nChanged 2450
		SP:Iteration 8Q (50791.940000 sec): 3 clusters
  Score: Raw -5869394.244420 + Penalty 3532.024642 = -5865862.219779
  nChanged 2437
		SP:Iteration 9Q (50792.380000 sec): 3 clusters
  Score: Raw -5871032.458652 + Penalty 3532.024642 = -5867500.434010
  nChanged 2270
		SP:Iteration 10Q (50792.800000 sec): 3 clusters
  Score: Raw -5872663.115087 + Penalty 3532.024642 = -5869131.090445
  nChanged 1896
		SP:Iteration 11Q (50793.220000 sec): 3 clusters
  Score: Raw -5873980.947349 + Penalty 3532.024642 = -5870448.922707
  nChanged 1606
		SP:Iteration 12Q (50793.690000 sec): 3 clusters
  Score: Raw -5874917.358086 + Penalty 3532.024642 = -5871385.333444
  nChanged 1284
		SP:Iteration 13Q (50794.240000 sec): 3 clusters
  Score: Raw -5875626.070182 + Penalty 3532.024642 = -5872094.045540
  nChanged 1106
		SP:Iteration 14Q (50794.690000 sec): 3 clusters
  Score: Raw -5876241.066265 + Penalty 3532.024642 = -5872709.041623
  nChanged 1025
		SP:Iteration 15Q (50795.150000 sec): 3 clusters
  Score: Raw -5876788.858100 + Penalty 3532.024642 = -5873256.833458
  nChanged 927
		SP:Iteration 16Q (50795.610000 sec): 3 clusters
  Score: Raw -5877236.573946 + Penalty 3532.024642 = -5873704.549304
  nChanged 746
		SP:Iteration 17Q (50796.070000 sec): 3 clusters
  Score: Raw -5877544.652905 + Penalty 3532.024642 = -5874012.628263
  nChanged 682
		SP:Iteration 18Q (50796.510000 sec): 3 clusters
  Score: Raw -5877811.377748 + Penalty 3532.024642 = -5874279.353106
  nChanged 604
		SP:Iteration 19Q (50796.990000 sec): 3 clusters
  Score: Raw -5878033.867653 + Penalty 3532.024642 = -5874501.843011
  nChanged 552
		SP:Iteration 20F (50797.500000 sec): 3 clusters
  Score: Raw -5878233.028228 + Penalty 3532.024642 = -5874701.003587
  nChanged 459
		SP:Iteration 21Q (50798.010000 sec): 3 clusters
  Score: Raw -5878388.072710 + Penalty 3532.024642 = -5874856.048069
  nChanged 389
		SP:Iteration 22Q (50798.450000 sec): 3 clusters
  Score: Raw -5878503.780311 + Penalty 3532.024642 = -5874971.755669
  nChanged 349
		SP:Iteration 23Q (50798.890000 sec): 3 clusters
  Score: Raw -5878604.749861 + Penalty 3532.024642 = -5875072.725219
  nChanged 310
		SP:Iteration 24Q (50799.310000 sec): 3 clusters
  Score: Raw -5878692.876100 + Penalty 3532.024642 = -5875160.851458
  nChanged 295
		SP:Iteration 25Q (50799.680000 sec): 3 clusters
  Score: Raw -5878774.804209 + Penalty 3532.024642 = -5875242.779567
  nChanged 250
		SP:Iteration 26Q (50800.130000 sec): 3 clusters
  Score: Raw -5878835.511228 + Penalty 3532.024642 = -5875303.486586
  nChanged 207
		SP:Iteration 27Q (50800.540000 sec): 3 clusters
  Score: Raw -5878888.417511 + Penalty 3532.024642 = -5875356.392869
  nChanged 202
		SP:Iteration 28Q (50800.990000 sec): 3 clusters
  Score: Raw -5878946.151964 + Penalty 3532.024642 = -5875414.127322
  nChanged 202
		SP:Iteration 29Q (50801.390000 sec): 3 clusters
  Score: Raw -5879002.751458 + Penalty 3532.024642 = -5875470.726816
  nChanged 176
		SP:Iteration 30Q (50801.800000 sec): 3 clusters
  Score: Raw -5879051.922156 + Penalty 3532.024642 = -5875519.897515
  nChanged 176
		SP:Iteration 31Q (50802.240000 sec): 3 clusters
  Score: Raw -5879097.160961 + Penalty 3532.024642 = -5875565.136320
  nChanged 146
		SP:Iteration 32Q (50802.770000 sec): 3 clusters
  Score: Raw -5879133.497974 + Penalty 3532.024642 = -5875601.473332
  nChanged 137
		SP:Iteration 33Q (50803.240000 sec): 3 clusters
  Score: Raw -5879165.329514 + Penalty 3532.024642 = -5875633.304872
  nChanged 108
		SP:Iteration 34Q (50803.680000 sec): 3 clusters
  Score: Raw -5879189.220261 + Penalty 3532.024642 = -5875657.195619
  nChanged 95
		SP:Iteration 35Q (50804.100000 sec): 3 clusters
  Score: Raw -5879207.206932 + Penalty 3532.024642 = -5875675.182290
  nChanged 75
		SP:Iteration 36Q (50804.560000 sec): 3 clusters
  Score: Raw -5879220.167944 + Penalty 3532.024642 = -5875688.143302
  nChanged 67
		SP:Iteration 37Q (50805.000000 sec): 3 clusters
  Score: Raw -5879235.094347 + Penalty 3532.024642 = -5875703.069706
  nChanged 76
		SP:Iteration 38Q (50805.410000 sec): 3 clusters
  Score: Raw -5879253.623391 + Penalty 3532.024642 = -5875721.598749
  nChanged 71
		SP:Iteration 39Q (50805.840000 sec): 3 clusters
  Score: Raw -5879272.511498 + Penalty 3532.024642 = -5875740.486856
  nChanged 74
		SP:Iteration 40F (50806.200000 sec): 3 clusters
  Score: Raw -5879289.774348 + Penalty 3532.024642 = -5875757.749706
  nChanged 56
		SP:Iteration 41Q (50806.670000 sec): 3 clusters
  Score: Raw -5879300.247423 + Penalty 3532.024642 = -5875768.222782
  nChanged 54
		SP:Iteration 42Q (50807.130000 sec): 3 clusters
  Score: Raw -5879310.843110 + Penalty 3532.024642 = -5875778.818468
  nChanged 47
		SP:Iteration 43Q (50807.510000 sec): 3 clusters
  Score: Raw -5879321.084586 + Penalty 3532.024642 = -5875789.059944
  nChanged 47
		SP:Iteration 44Q (50807.960000 sec): 3 clusters
  Score: Raw -5879331.418648 + Penalty 3532.024642 = -5875799.394007
  nChanged 45
		SP:Iteration 45Q (50808.350000 sec): 3 clusters
  Score: Raw -5879343.375305 + Penalty 3532.024642 = -5875811.350663
  nChanged 52
		SP:Iteration 46Q (50808.800000 sec): 3 clusters
  Score: Raw -5879356.710229 + Penalty 3532.024642 = -5875824.685587
  nChanged 55
		SP:Iteration 47Q (50809.250000 sec): 3 clusters
  Score: Raw -5879368.415975 + Penalty 3532.024642 = -5875836.391333
  nChanged 38
		SP:Iteration 48Q (50809.730000 sec): 3 clusters
  Score: Raw -5879376.263489 + Penalty 3532.024642 = -5875844.238848
  nChanged 39
		SP:Iteration 49Q (50810.150000 sec): 3 clusters
  Score: Raw -5879384.320718 + Penalty 3532.024642 = -5875852.296077
  nChanged 31
		SP:Iteration 50Q (50810.570000 sec): 3 clusters
  Score: Raw -5879389.503917 + Penalty 3532.024642 = -5875857.479275
  nChanged 29
		SP:Iteration 51Q (50811.050000 sec): 3 clusters
  Score: Raw -5879394.730638 + Penalty 3532.024642 = -5875862.705996
  nChanged 24
		SP:Iteration 52Q (50811.510000 sec): 3 clusters
  Score: Raw -5879399.881027 + Penalty 3532.024642 = -5875867.856385
  nChanged 29
		SP:Iteration 53Q (50811.920000 sec): 3 clusters
  Score: Raw -5879405.219239 + Penalty 3532.024642 = -5875873.194597
  nChanged 30
		SP:Iteration 54Q (50812.360000 sec): 3 clusters
  Score: Raw -5879412.340625 + Penalty 3532.024642 = -5875880.315983
  nChanged 31
		SP:Iteration 55Q (50812.820000 sec): 3 clusters
  Score: Raw -5879419.970747 + Penalty 3532.024642 = -5875887.946105
  nChanged 27
		SP:Iteration 56Q (50813.270000 sec): 3 clusters
  Score: Raw -5879426.690938 + Penalty 3532.024642 = -5875894.666297
  nChanged 25
		SP:Iteration 57Q (50813.720000 sec): 3 clusters
  Score: Raw -5879431.623185 + Penalty 3532.024642 = -5875899.598544
  nChanged 18
		SP:Iteration 58Q (50814.200000 sec): 3 clusters
  Score: Raw -5879435.378116 + Penalty 3532.024642 = -5875903.353475
  nChanged 21
		SP:Iteration 59Q (50814.670000 sec): 3 clusters
  Score: Raw -5879439.346521 + Penalty 3532.024642 = -5875907.321879
  nChanged 18
		SP:Iteration 60F (50815.060000 sec): 3 clusters
  Score: Raw -5879442.319060 + Penalty 3532.024642 = -5875910.294418
  nChanged 10
		SP:Iteration 61Q (50815.450000 sec): 3 clusters
  Score: Raw -5879443.888457 + Penalty 3532.024642 = -5875911.863815
  nChanged 7
		SP:Iteration 62Q (50815.820000 sec): 3 clusters
  Score: Raw -5879445.315549 + Penalty 3532.024642 = -5875913.290907
  nChanged 7
		SP:Iteration 63Q (50816.240000 sec): 3 clusters
  Score: Raw -5879446.463229 + Penalty 3532.024642 = -5875914.438588
  nChanged 5
		SP:Iteration 64Q (50816.610000 sec): 3 clusters
  Score: Raw -5879447.537777 + Penalty 3532.024642 = -5875915.513135
  nChanged 5
		SP:Iteration 65Q (50817.040000 sec): 3 clusters
  Score: Raw -5879448.082414 + Penalty 3532.024642 = -5875916.057772
  nChanged 4
		SP:Iteration 66Q (50817.500000 sec): 3 clusters
  Score: Raw -5879448.650037 + Penalty 3532.024642 = -5875916.625395
  nChanged 5
		SP:Iteration 67Q (50817.860000 sec): 3 clusters
  Score: Raw -5879449.663777 + Penalty 3532.024642 = -5875917.639135
  nChanged 5
		SP:Iteration 68Q (50818.290000 sec): 3 clusters
  Score: Raw -5879450.433635 + Penalty 3532.024642 = -5875918.408993
  nChanged 4
		SP:Iteration 69Q (50818.670000 sec): 3 clusters
  Score: Raw -5879450.951449 + Penalty 3532.024642 = -5875918.926808
  nChanged 3
		SP:Iteration 70Q (50819.150000 sec): 3 clusters
  Score: Raw -5879451.485297 + Penalty 3532.024642 = -5875919.460655
  nChanged 6
		SP:Iteration 71Q (50819.590000 sec): 3 clusters
  Score: Raw -5879452.276727 + Penalty 3532.024642 = -5875920.252085
  nChanged 5
		SP:Iteration 72Q (50820.080000 sec): 3 clusters
  Score: Raw -5879452.928848 + Penalty 3532.024642 = -5875920.904206
  nChanged 3
		SP:Iteration 73Q (50820.470000 sec): 3 clusters
  Score: Raw -5879453.036671 + Penalty 3532.024642 = -5875921.012030
  nChanged 0
		SP:Iteration 74F (50820.850000 sec): 3 clusters
  Score: Raw -5879453.036671 + Penalty 3532.024642 = -5875921.012030
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (97501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50821.380000 sec): 2 clusters
  Score: Raw -11419255.153269 + Penalty 1866.737911 = -11417388.415358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50822.010000 sec): 3 clusters
  Score: Raw -11356275.661052 + Penalty 3733.475822 = -11352542.185230
  nChanged 46522
		SP:Iteration 1F (50822.680000 sec): 3 clusters
  Score: Raw -11385629.402146 + Penalty 3733.475822 = -11381895.926324
  nChanged 5939
		SP:Iteration 2F (50823.350000 sec): 3 clusters
  Score: Raw -11388660.098602 + Penalty 3733.475822 = -11384926.622780
  nChanged 6605
		SP:Iteration 3F (50824.040000 sec): 3 clusters
  Score: Raw -11392195.796146 + Penalty 3733.475822 = -11388462.320324
  nChanged 6599
		SP:Iteration 4F (50824.670000 sec): 3 clusters
  Score: Raw -11395636.915865 + Penalty 3733.475822 = -11391903.440043
  nChanged 5783
		SP:Iteration 5F (50825.390000 sec): 3 clusters
  Score: Raw -11398465.898887 + Penalty 3733.475822 = -11394732.423066
  nChanged 4834
		SP:Iteration 6Q (50826.040000 sec): 3 clusters
  Score: Raw -11400822.031686 + Penalty 3733.475822 = -11397088.555864
  nChanged 4178
		SP:Iteration 7Q (50826.780000 sec): 3 clusters
  Score: Raw -11403069.160764 + Penalty 3733.475822 = -11399335.684943
  nChanged 3969
		SP:Iteration 8Q (50827.510000 sec): 3 clusters
  Score: Raw -11405539.352339 + Penalty 3733.475822 = -11401805.876517
  nChanged 3913
		SP:Iteration 9Q (50828.210000 sec): 3 clusters
  Score: Raw -11408444.119475 + Penalty 3733.475822 = -11404710.643654
  nChanged 3653
		SP:Iteration 10Q (50828.940000 sec): 3 clusters
  Score: Raw -11411578.309448 + Penalty 3733.475822 = -11407844.833626
  nChanged 3008
		SP:Iteration 11Q (50829.600000 sec): 3 clusters
  Score: Raw -11414255.446629 + Penalty 3733.475822 = -11410521.970807
  nChanged 2048
		SP:Iteration 12Q (50830.350000 sec): 3 clusters
  Score: Raw -11415932.440447 + Penalty 3733.475822 = -11412198.964625
  nChanged 1427
		SP:Iteration 13Q (50831.050000 sec): 3 clusters
  Score: Raw -11416997.728485 + Penalty 3733.475822 = -11413264.252663
  nChanged 1010
		SP:Iteration 14Q (50831.740000 sec): 3 clusters
  Score: Raw -11417685.603065 + Penalty 3733.475822 = -11413952.127243
  nChanged 782
		SP:Iteration 15Q (50832.400000 sec): 3 clusters
  Score: Raw -11418163.246306 + Penalty 3733.475822 = -11414429.770485
  nChanged 571
		SP:Iteration 16Q (50833.050000 sec): 3 clusters
  Score: Raw -11418477.562095 + Penalty 3733.475822 = -11414744.086273
  nChanged 445
		SP:Iteration 17Q (50833.680000 sec): 3 clusters
  Score: Raw -11418704.320862 + Penalty 3733.475822 = -11414970.845040
  nChanged 343
		SP:Iteration 18Q (50834.380000 sec): 3 clusters
  Score: Raw -11418867.681725 + Penalty 3733.475822 = -11415134.205903
  nChanged 269
		SP:Iteration 19Q (50835.070000 sec): 3 clusters
  Score: Raw -11419000.009893 + Penalty 3733.475822 = -11415266.534071
  nChanged 210
		SP:Iteration 20F (50835.720000 sec): 3 clusters
  Score: Raw -11419102.512736 + Penalty 3733.475822 = -11415369.036914
  nChanged 178
		SP:Iteration 21Q (50836.290000 sec): 3 clusters
  Score: Raw -11419195.407656 + Penalty 3733.475822 = -11415461.931834
  nChanged 153
		SP:Iteration 22Q (50836.930000 sec): 3 clusters
  Score: Raw -11419280.081070 + Penalty 3733.475822 = -11415546.605248
  nChanged 124
		SP:Iteration 23Q (50837.540000 sec): 3 clusters
  Score: Raw -11419338.816358 + Penalty 3733.475822 = -11415605.340536
  nChanged 83
		SP:Iteration 24Q (50838.170000 sec): 3 clusters
  Score: Raw -11419373.882484 + Penalty 3733.475822 = -11415640.406662
  nChanged 66
		SP:Iteration 25Q (50838.870000 sec): 3 clusters
  Score: Raw -11419402.408349 + Penalty 3733.475822 = -11415668.932528
  nChanged 60
		SP:Iteration 26Q (50839.470000 sec): 3 clusters
  Score: Raw -11419426.823413 + Penalty 3733.475822 = -11415693.347592
  nChanged 42
		SP:Iteration 27Q (50840.050000 sec): 3 clusters
  Score: Raw -11419445.433860 + Penalty 3733.475822 = -11415711.958039
  nChanged 33
		SP:Iteration 28Q (50840.620000 sec): 3 clusters
  Score: Raw -11419461.865522 + Penalty 3733.475822 = -11415728.389700
  nChanged 41
		SP:Iteration 29Q (50841.160000 sec): 3 clusters
  Score: Raw -11419480.064819 + Penalty 3733.475822 = -11415746.588997
  nChanged 38
		SP:Iteration 30Q (50841.720000 sec): 3 clusters
  Score: Raw -11419495.219900 + Penalty 3733.475822 = -11415761.744078
  nChanged 22
		SP:Iteration 31Q (50842.360000 sec): 3 clusters
  Score: Raw -11419503.609071 + Penalty 3733.475822 = -11415770.133249
  nChanged 15
		SP:Iteration 32Q (50842.950000 sec): 3 clusters
  Score: Raw -11419508.801677 + Penalty 3733.475822 = -11415775.325855
  nChanged 9
		SP:Iteration 33Q (50843.530000 sec): 3 clusters
  Score: Raw -11419512.055963 + Penalty 3733.475822 = -11415778.580142
  nChanged 6
		SP:Iteration 34Q (50844.140000 sec): 3 clusters
  Score: Raw -11419514.054079 + Penalty 3733.475822 = -11415780.578257
  nChanged 5
		SP:Iteration 35Q (50844.750000 sec): 3 clusters
  Score: Raw -11419516.553581 + Penalty 3733.475822 = -11415783.077759
  nChanged 5
		SP:Iteration 36Q (50845.420000 sec): 3 clusters
  Score: Raw -11419517.779396 + Penalty 3733.475822 = -11415784.303574
  nChanged 1
		SP:Iteration 37Q (50846.050000 sec): 3 clusters
  Score: Raw -11419518.143790 + Penalty 3733.475822 = -11415784.667968
  nChanged 0
		SP:Iteration 38F (50846.710000 sec): 3 clusters
  Score: Raw -11419518.143790 + Penalty 3733.475822 = -11415784.667968
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50846.870000 sec): 2 clusters
  Score: Raw -128295.102908 + Penalty 1183.560337 = -127111.542570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50847.040000 sec): 3 clusters
  Score: Raw -127737.812438 + Penalty 2367.120674 = -125370.691763
  nChanged 498
		SP:Iteration 1F (50847.270000 sec): 3 clusters
  Score: Raw -128137.746277 + Penalty 2367.120674 = -125770.625603
  nChanged 123
		SP:Iteration 2F (50847.510000 sec): 3 clusters
  Score: Raw -128262.076054 + Penalty 2367.120674 = -125894.955379
  nChanged 79
		SP:Iteration 3F (50847.690000 sec): 3 clusters
  Score: Raw -128353.882666 + Penalty 2367.120674 = -125986.761991
  nChanged 58
		SP:Iteration 4Q (50847.870000 sec): 3 clusters
  Score: Raw -128425.028017 + Penalty 2367.120674 = -126057.907343
  nChanged 61
		SP:Iteration 5Q (50848.100000 sec): 3 clusters
  Score: Raw -128495.905514 + Penalty 2367.120674 = -126128.784840
  nChanged 46
		SP:Iteration 6Q (50848.280000 sec): 3 clusters
  Score: Raw -128552.588414 + Penalty 2367.120674 = -126185.467740
  nChanged 37
		SP:Iteration 7Q (50848.500000 sec): 3 clusters
  Score: Raw -128597.410696 + Penalty 2367.120674 = -126230.290022
  nChanged 36
		SP:Iteration 8Q (50848.630000 sec): 3 clusters
  Score: Raw -128631.379743 + Penalty 2367.120674 = -126264.259069
  nChanged 32
		SP:Iteration 9Q (50848.870000 sec): 3 clusters
  Score: Raw -128660.344207 + Penalty 2367.120674 = -126293.223533
  nChanged 21
		SP:Iteration 10Q (50849.040000 sec): 3 clusters
  Score: Raw -128677.112581 + Penalty 2367.120674 = -126309.991907
  nChanged 21
		SP:Iteration 11Q (50849.210000 sec): 3 clusters
  Score: Raw -128704.191627 + Penalty 2367.120674 = -126337.070952
  nChanged 24
		SP:Iteration 12Q (50849.390000 sec): 3 clusters
  Score: Raw -128726.216371 + Penalty 2367.120674 = -126359.095697
  nChanged 19
		SP:Iteration 13Q (50849.600000 sec): 3 clusters
  Score: Raw -128747.343903 + Penalty 2367.120674 = -126380.223229
  nChanged 25
		SP:Iteration 14Q (50849.790000 sec): 3 clusters
  Score: Raw -128784.897012 + Penalty 2367.120674 = -126417.776337
  nChanged 39
		SP:Iteration 15Q (50849.970000 sec): 3 clusters
  Score: Raw -128818.695257 + Penalty 2367.120674 = -126451.574583
  nChanged 28
		SP:Iteration 16Q (50850.150000 sec): 3 clusters
  Score: Raw -128840.095928 + Penalty 2367.120674 = -126472.975253
  nChanged 19
		SP:Iteration 17Q (50850.350000 sec): 3 clusters
  Score: Raw -128863.764773 + Penalty 2367.120674 = -126496.644099
  nChanged 16
		SP:Iteration 18Q (50850.580000 sec): 3 clusters
  Score: Raw -128878.597824 + Penalty 2367.120674 = -126511.477149
  nChanged 18
		SP:Iteration 19Q (50850.750000 sec): 3 clusters
  Score: Raw -128901.952493 + Penalty 2367.120674 = -126534.831819
  nChanged 24
		SP:Iteration 20F (50850.880000 sec): 3 clusters
  Score: Raw -128931.479219 + Penalty 2367.120674 = -126564.358545
  nChanged 31
		SP:Iteration 21Q (50851.070000 sec): 3 clusters
  Score: Raw -128961.607637 + Penalty 2367.120674 = -126594.486963
  nChanged 15
		SP:Iteration 22Q (50851.250000 sec): 3 clusters
  Score: Raw -128975.365996 + Penalty 2367.120674 = -126608.245322
  nChanged 21
		SP:Iteration 23Q (50851.470000 sec): 3 clusters
  Score: Raw -128994.632682 + Penalty 2367.120674 = -126627.512008
  nChanged 18
		SP:Iteration 24Q (50851.610000 sec): 3 clusters
  Score: Raw -129009.107449 + Penalty 2367.120674 = -126641.986775
  nChanged 15
		SP:Iteration 25Q (50851.800000 sec): 3 clusters
  Score: Raw -129019.507701 + Penalty 2367.120674 = -126652.387027
  nChanged 15
		SP:Iteration 26Q (50851.990000 sec): 3 clusters
  Score: Raw -129031.557593 + Penalty 2367.120674 = -126664.436919
  nChanged 6
		SP:Iteration 27Q (50852.170000 sec): 3 clusters
  Score: Raw -129034.022123 + Penalty 2367.120674 = -126666.901449
  nChanged 4
		SP:Iteration 28Q (50852.410000 sec): 3 clusters
  Score: Raw -129037.220453 + Penalty 2367.120674 = -126670.099778
  nChanged 8
		SP:Iteration 29Q (50852.590000 sec): 3 clusters
  Score: Raw -129043.123099 + Penalty 2367.120674 = -126676.002425
  nChanged 6
		SP:Iteration 30Q (50852.780000 sec): 3 clusters
  Score: Raw -129051.864397 + Penalty 2367.120674 = -126684.743723
  nChanged 7
		SP:Iteration 31Q (50852.940000 sec): 3 clusters
  Score: Raw -129059.514949 + Penalty 2367.120674 = -126692.394275
  nChanged 8
		SP:Iteration 32Q (50853.170000 sec): 3 clusters
  Score: Raw -129066.675693 + Penalty 2367.120674 = -126699.555018
  nChanged 7
		SP:Iteration 33Q (50853.320000 sec): 3 clusters
  Score: Raw -129072.098205 + Penalty 2367.120674 = -126704.977531
  nChanged 4
		SP:Iteration 34Q (50853.500000 sec): 3 clusters
  Score: Raw -129075.709011 + Penalty 2367.120674 = -126708.588337
  nChanged 2
		SP:Iteration 35Q (50853.670000 sec): 3 clusters
  Score: Raw -129076.961316 + Penalty 2367.120674 = -126709.840641
  nChanged 1
		SP:Iteration 36Q (50853.890000 sec): 3 clusters
  Score: Raw -129077.967807 + Penalty 2367.120674 = -126710.847133
  nChanged 2
		SP:Iteration 37Q (50854.060000 sec): 3 clusters
  Score: Raw -129079.215978 + Penalty 2367.120674 = -126712.095303
  nChanged 1
		SP:Iteration 38Q (50854.210000 sec): 3 clusters
  Score: Raw -129079.468306 + Penalty 2367.120674 = -126712.347632
  nChanged 0
		SP:Iteration 39F (50854.430000 sec): 3 clusters
  Score: Raw -129079.468306 + Penalty 2367.120674 = -126712.347632
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50854.560000 sec): 2 clusters
  Score: Raw -965619.511151 + Penalty 1476.552413 = -964142.958739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50854.770000 sec): 3 clusters
  Score: Raw -960748.876674 + Penalty 2953.104825 = -957795.771848
  nChanged 3734
		SP:Iteration 1F (50855.000000 sec): 3 clusters
  Score: Raw -962796.867593 + Penalty 2953.104825 = -959843.762768
  nChanged 606
		SP:Iteration 2F (50855.210000 sec): 3 clusters
  Score: Raw -963119.254655 + Penalty 2953.104825 = -960166.149830
  nChanged 527
		SP:Iteration 3F (50855.460000 sec): 3 clusters
  Score: Raw -963405.188199 + Penalty 2953.104825 = -960452.083374
  nChanged 508
		SP:Iteration 4F (50855.650000 sec): 3 clusters
  Score: Raw -963712.144948 + Penalty 2953.104825 = -960759.040122
  nChanged 494
		SP:Iteration 5F (50855.870000 sec): 3 clusters
  Score: Raw -964026.219103 + Penalty 2953.104825 = -961073.114278
  nChanged 473
		SP:Iteration 6F (50856.070000 sec): 3 clusters
  Score: Raw -964327.313750 + Penalty 2953.104825 = -961374.208925
  nChanged 441
		SP:Iteration 7Q (50856.310000 sec): 3 clusters
  Score: Raw -964623.513361 + Penalty 2953.104825 = -961670.408536
  nChanged 419
		SP:Iteration 8Q (50856.510000 sec): 3 clusters
  Score: Raw -964907.561674 + Penalty 2953.104825 = -961954.456849
  nChanged 337
		SP:Iteration 9Q (50856.700000 sec): 3 clusters
  Score: Raw -965140.644397 + Penalty 2953.104825 = -962187.539572
  nChanged 289
		SP:Iteration 10Q (50856.920000 sec): 3 clusters
  Score: Raw -965326.109506 + Penalty 2953.104825 = -962373.004681
  nChanged 218
		SP:Iteration 11Q (50857.110000 sec): 3 clusters
  Score: Raw -965483.747887 + Penalty 2953.104825 = -962530.643062
  nChanged 191
		SP:Iteration 12Q (50857.330000 sec): 3 clusters
  Score: Raw -965625.884342 + Penalty 2953.104825 = -962672.779517
  nChanged 140
		SP:Iteration 13Q (50857.550000 sec): 3 clusters
  Score: Raw -965741.199863 + Penalty 2953.104825 = -962788.095038
  nChanged 85
		SP:Iteration 14Q (50857.750000 sec): 3 clusters
  Score: Raw -965806.710112 + Penalty 2953.104825 = -962853.605287
  nChanged 65
		SP:Iteration 15Q (50858.020000 sec): 3 clusters
  Score: Raw -965846.311574 + Penalty 2953.104825 = -962893.206749
  nChanged 46
		SP:Iteration 16Q (50858.230000 sec): 3 clusters
  Score: Raw -965873.833026 + Penalty 2953.104825 = -962920.728201
  nChanged 36
		SP:Iteration 17Q (50858.470000 sec): 3 clusters
  Score: Raw -965892.322898 + Penalty 2953.104825 = -962939.218073
  nChanged 27
		SP:Iteration 18Q (50858.690000 sec): 3 clusters
  Score: Raw -965906.408028 + Penalty 2953.104825 = -962953.303203
  nChanged 25
		SP:Iteration 19Q (50858.910000 sec): 3 clusters
  Score: Raw -965919.457764 + Penalty 2953.104825 = -962966.352938
  nChanged 20
		SP:Iteration 20F (50859.120000 sec): 3 clusters
  Score: Raw -965928.276801 + Penalty 2953.104825 = -962975.171976
  nChanged 10
		SP:Iteration 21Q (50859.390000 sec): 3 clusters
  Score: Raw -965933.160509 + Penalty 2953.104825 = -962980.055684
  nChanged 11
		SP:Iteration 22Q (50859.580000 sec): 3 clusters
  Score: Raw -965937.319138 + Penalty 2953.104825 = -962984.214313
  nChanged 10
		SP:Iteration 23Q (50859.850000 sec): 3 clusters
  Score: Raw -965941.222727 + Penalty 2953.104825 = -962988.117902
  nChanged 8
		SP:Iteration 24Q (50860.100000 sec): 3 clusters
  Score: Raw -965944.716930 + Penalty 2953.104825 = -962991.612105
  nChanged 7
		SP:Iteration 25Q (50860.330000 sec): 3 clusters
  Score: Raw -965947.480775 + Penalty 2953.104825 = -962994.375950
  nChanged 8
		SP:Iteration 26Q (50860.560000 sec): 3 clusters
  Score: Raw -965951.052282 + Penalty 2953.104825 = -962997.947457
  nChanged 7
		SP:Iteration 27Q (50860.800000 sec): 3 clusters
  Score: Raw -965954.006814 + Penalty 2953.104825 = -963000.901989
  nChanged 5
		SP:Iteration 28Q (50860.980000 sec): 3 clusters
  Score: Raw -965955.941799 + Penalty 2953.104825 = -963002.836974
  nChanged 2
		SP:Iteration 29Q (50861.170000 sec): 3 clusters
  Score: Raw -965957.292171 + Penalty 2953.104825 = -963004.187346
  nChanged 1
		SP:Iteration 30Q (50861.500000 sec): 3 clusters
  Score: Raw -965957.670688 + Penalty 2953.104825 = -963004.565863
  nChanged 0
		SP:Iteration 31F (50861.700000 sec): 3 clusters
  Score: Raw -965957.670688 + Penalty 2953.104825 = -963004.565863
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (50305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50862.120000 sec): 2 clusters
  Score: Raw -5315732.244698 + Penalty 1759.202210 = -5313973.042488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50862.600000 sec): 3 clusters
  Score: Raw -5283784.256766 + Penalty 3518.404420 = -5280265.852346
  nChanged 23639
		SP:Iteration 1F (50863.110000 sec): 3 clusters
  Score: Raw -5297568.550023 + Penalty 3518.404420 = -5294050.145603
  nChanged 2819
		SP:Iteration 2F (50863.560000 sec): 3 clusters
  Score: Raw -5298818.317664 + Penalty 3518.404420 = -5295299.913244
  nChanged 2942
		SP:Iteration 3F (50864.000000 sec): 3 clusters
  Score: Raw -5300283.366054 + Penalty 3518.404420 = -5296764.961634
  nChanged 3001
		SP:Iteration 4F (50864.490000 sec): 3 clusters
  Score: Raw -5302071.946439 + Penalty 3518.404420 = -5298553.542019
  nChanged 3119
		SP:Iteration 5F (50864.980000 sec): 3 clusters
  Score: Raw -5304101.203282 + Penalty 3518.404420 = -5300582.798862
  nChanged 3070
		SP:Iteration 6F (50865.440000 sec): 3 clusters
  Score: Raw -5306231.335520 + Penalty 3518.404420 = -5302712.931099
  nChanged 2854
		SP:Iteration 7F (50865.910000 sec): 3 clusters
  Score: Raw -5308399.706242 + Penalty 3518.404420 = -5304881.301822
  nChanged 2534
		SP:Iteration 8F (50866.400000 sec): 3 clusters
  Score: Raw -5310352.945502 + Penalty 3518.404420 = -5306834.541082
  nChanged 2049
		SP:Iteration 9Q (50866.900000 sec): 3 clusters
  Score: Raw -5311895.024818 + Penalty 3518.404420 = -5308376.620398
  nChanged 1619
		SP:Iteration 10Q (50867.320000 sec): 3 clusters
  Score: Raw -5312976.018859 + Penalty 3518.404420 = -5309457.614439
  nChanged 1294
		SP:Iteration 11Q (50867.780000 sec): 3 clusters
  Score: Raw -5313798.099330 + Penalty 3518.404420 = -5310279.694909
  nChanged 1111
		SP:Iteration 12Q (50868.220000 sec): 3 clusters
  Score: Raw -5314525.176180 + Penalty 3518.404420 = -5311006.771760
  nChanged 974
		SP:Iteration 13Q (50868.680000 sec): 3 clusters
  Score: Raw -5315158.464277 + Penalty 3518.404420 = -5311640.059857
  nChanged 817
		SP:Iteration 14Q (50869.090000 sec): 3 clusters
  Score: Raw -5315663.014143 + Penalty 3518.404420 = -5312144.609722
  nChanged 711
		SP:Iteration 15Q (50869.540000 sec): 3 clusters
  Score: Raw -5316116.135342 + Penalty 3518.404420 = -5312597.730922
  nChanged 578
		SP:Iteration 16Q (50869.950000 sec): 3 clusters
  Score: Raw -5316467.382370 + Penalty 3518.404420 = -5312948.977950
  nChanged 440
		SP:Iteration 17Q (50870.340000 sec): 3 clusters
  Score: Raw -5316718.941881 + Penalty 3518.404420 = -5313200.537461
  nChanged 354
		SP:Iteration 18Q (50870.830000 sec): 3 clusters
  Score: Raw -5316929.878537 + Penalty 3518.404420 = -5313411.474117
  nChanged 297
		SP:Iteration 19Q (50871.290000 sec): 3 clusters
  Score: Raw -5317150.681123 + Penalty 3518.404420 = -5313632.276703
  nChanged 266
		SP:Iteration 20F (50871.740000 sec): 3 clusters
  Score: Raw -5317356.622988 + Penalty 3518.404420 = -5313838.218567
  nChanged 189
		SP:Iteration 21Q (50872.140000 sec): 3 clusters
  Score: Raw -5317498.677077 + Penalty 3518.404420 = -5313980.272657
  nChanged 159
		SP:Iteration 22Q (50872.560000 sec): 3 clusters
  Score: Raw -5317597.097355 + Penalty 3518.404420 = -5314078.692934
  nChanged 106
		SP:Iteration 23Q (50873.030000 sec): 3 clusters
  Score: Raw -5317650.714325 + Penalty 3518.404420 = -5314132.309905
  nChanged 79
		SP:Iteration 24Q (50873.430000 sec): 3 clusters
  Score: Raw -5317683.040978 + Penalty 3518.404420 = -5314164.636558
  nChanged 60
		SP:Iteration 25Q (50873.810000 sec): 3 clusters
  Score: Raw -5317706.701343 + Penalty 3518.404420 = -5314188.296923
  nChanged 43
		SP:Iteration 26Q (50874.260000 sec): 3 clusters
  Score: Raw -5317719.963466 + Penalty 3518.404420 = -5314201.559045
  nChanged 40
		SP:Iteration 27Q (50874.700000 sec): 3 clusters
  Score: Raw -5317734.065133 + Penalty 3518.404420 = -5314215.660713
  nChanged 33
		SP:Iteration 28Q (50875.100000 sec): 3 clusters
  Score: Raw -5317744.111034 + Penalty 3518.404420 = -5314225.706614
  nChanged 22
		SP:Iteration 29Q (50875.500000 sec): 3 clusters
  Score: Raw -5317748.135908 + Penalty 3518.404420 = -5314229.731487
  nChanged 17
		SP:Iteration 30Q (50875.900000 sec): 3 clusters
  Score: Raw -5317752.017955 + Penalty 3518.404420 = -5314233.613534
  nChanged 16
		SP:Iteration 31Q (50876.310000 sec): 3 clusters
  Score: Raw -5317756.125263 + Penalty 3518.404420 = -5314237.720843
  nChanged 19
		SP:Iteration 32Q (50876.760000 sec): 3 clusters
  Score: Raw -5317760.378004 + Penalty 3518.404420 = -5314241.973583
  nChanged 14
		SP:Iteration 33Q (50877.140000 sec): 3 clusters
  Score: Raw -5317762.977779 + Penalty 3518.404420 = -5314244.573359
  nChanged 8
		SP:Iteration 34Q (50877.560000 sec): 3 clusters
  Score: Raw -5317764.694456 + Penalty 3518.404420 = -5314246.290036
  nChanged 4
		SP:Iteration 35Q (50877.950000 sec): 3 clusters
  Score: Raw -5317765.889379 + Penalty 3518.404420 = -5314247.484959
  nChanged 1
		SP:Iteration 36Q (50878.410000 sec): 3 clusters
  Score: Raw -5317766.019895 + Penalty 3518.404420 = -5314247.615475
  nChanged 3
		SP:Iteration 37Q (50878.830000 sec): 3 clusters
  Score: Raw -5317766.381482 + Penalty 3518.404420 = -5314247.977061
  nChanged 2
		SP:Iteration 38Q (50879.270000 sec): 3 clusters
  Score: Raw -5317766.845859 + Penalty 3518.404420 = -5314248.441439
  nChanged 3
		SP:Iteration 39Q (50879.700000 sec): 3 clusters
  Score: Raw -5317767.511043 + Penalty 3518.404420 = -5314249.106623
  nChanged 5
		SP:Iteration 40F (50880.210000 sec): 3 clusters
  Score: Raw -5317768.406720 + Penalty 3518.404420 = -5314250.002299
  nChanged 3
		SP:Iteration 41Q (50880.690000 sec): 3 clusters
  Score: Raw -5317768.822947 + Penalty 3518.404420 = -5314250.418527
  nChanged 4
		SP:Iteration 42Q (50881.120000 sec): 3 clusters
  Score: Raw -5317769.515111 + Penalty 3518.404420 = -5314251.110691
  nChanged 4
		SP:Iteration 43Q (50881.570000 sec): 3 clusters
  Score: Raw -5317770.646390 + Penalty 3518.404420 = -5314252.241970
  nChanged 0
		SP:Iteration 44F (50882.070000 sec): 3 clusters
  Score: Raw -5317770.646390 + Penalty 3518.404420 = -5314252.241970
  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 11.42 GB.

 Trying to split cluster 29 (195989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50883.060000 sec): 2 clusters
  Score: Raw -20402616.216626 + Penalty 1980.194745 = -20400636.021881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50884.100000 sec): 3 clusters
  Score: Raw -20272933.555313 + Penalty 3960.389490 = -20268973.165824
  nChanged 94851
		SP:Iteration 1F (50885.300000 sec): 3 clusters
  Score: Raw -20334103.544947 + Penalty 3960.389490 = -20330143.155458
  nChanged 11051
		SP:Iteration 2F (50886.500000 sec): 3 clusters
  Score: Raw -20339780.472295 + Penalty 3960.389490 = -20335820.082806
  nChanged 12556
		SP:Iteration 3F (50887.650000 sec): 3 clusters
  Score: Raw -20347029.172756 + Penalty 3960.389490 = -20343068.783266
  nChanged 13094
		SP:Iteration 4F (50888.820000 sec): 3 clusters
  Score: Raw -20355044.321222 + Penalty 3960.389490 = -20351083.931732
  nChanged 12730
		SP:Iteration 5F (50890.030000 sec): 3 clusters
  Score: Raw -20362786.412479 + Penalty 3960.389490 = -20358826.022989
  nChanged 11321
		SP:Iteration 6F (50891.220000 sec): 3 clusters
  Score: Raw -20369264.346378 + Penalty 3960.389490 = -20365303.956888
  nChanged 9288
		SP:Iteration 7Q (50892.460000 sec): 3 clusters
  Score: Raw -20373997.252193 + Penalty 3960.389490 = -20370036.862704
  nChanged 7297
		SP:Iteration 8Q (50893.690000 sec): 3 clusters
  Score: Raw -20377259.680376 + Penalty 3960.389490 = -20373299.290887
  nChanged 5798
		SP:Iteration 9Q (50894.860000 sec): 3 clusters
  Score: Raw -20379441.236427 + Penalty 3960.389490 = -20375480.846937
  nChanged 4627
		SP:Iteration 10Q (50895.990000 sec): 3 clusters
  Score: Raw -20381004.047652 + Penalty 3960.389490 = -20377043.658162
  nChanged 4031
		SP:Iteration 11Q (50897.070000 sec): 3 clusters
  Score: Raw -20382309.559928 + Penalty 3960.389490 = -20378349.170439
  nChanged 3697
		SP:Iteration 12Q (50898.230000 sec): 3 clusters
  Score: Raw -20383504.303374 + Penalty 3960.389490 = -20379543.913884
  nChanged 3647
		SP:Iteration 13Q (50899.340000 sec): 3 clusters
  Score: Raw -20384751.594412 + Penalty 3960.389490 = -20380791.204923
  nChanged 3698
		SP:Iteration 14Q (50900.480000 sec): 3 clusters
  Score: Raw -20386064.552396 + Penalty 3960.389490 = -20382104.162906
  nChanged 3766
		SP:Iteration 15Q (50901.540000 sec): 3 clusters
  Score: Raw -20387559.642508 + Penalty 3960.389490 = -20383599.253018
  nChanged 3827
		SP:Iteration 16Q (50902.600000 sec): 3 clusters
  Score: Raw -20389243.341965 + Penalty 3960.389490 = -20385282.952476
  nChanged 3715
		SP:Iteration 17Q (50903.620000 sec): 3 clusters
  Score: Raw -20391130.098074 + Penalty 3960.389490 = -20387169.708584
  nChanged 3701
		SP:Iteration 18Q (50904.640000 sec): 3 clusters
  Score: Raw -20393360.518863 + Penalty 3960.389490 = -20389400.129374
  nChanged 3463
		SP:Iteration 19Q (50905.600000 sec): 3 clusters
  Score: Raw -20395806.593865 + Penalty 3960.389490 = -20391846.204375
  nChanged 3035
		SP:Iteration 20F (50906.660000 sec): 3 clusters
  Score: Raw -20398066.740513 + Penalty 3960.389490 = -20394106.351023
  nChanged 2518
		SP:Iteration 21Q (50907.790000 sec): 3 clusters
  Score: Raw -20399831.125867 + Penalty 3960.389490 = -20395870.736378
  nChanged 2095
		SP:Iteration 22Q (50908.830000 sec): 3 clusters
  Score: Raw -20401088.734089 + Penalty 3960.389490 = -20397128.344600
  nChanged 1690
		SP:Iteration 23Q (50909.880000 sec): 3 clusters
  Score: Raw -20401881.418009 + Penalty 3960.389490 = -20397921.028519
  nChanged 1377
		SP:Iteration 24Q (50910.890000 sec): 3 clusters
  Score: Raw -20402416.733565 + Penalty 3960.389490 = -20398456.344075
  nChanged 1117
		SP:Iteration 25Q (50911.790000 sec): 3 clusters
  Score: Raw -20402796.852959 + Penalty 3960.389490 = -20398836.463469
  nChanged 987
		SP:Iteration 26Q (50912.710000 sec): 3 clusters
  Score: Raw -20403112.438264 + Penalty 3960.389490 = -20399152.048775
  nChanged 897
		SP:Iteration 27Q (50913.650000 sec): 3 clusters
  Score: Raw -20403397.946054 + Penalty 3960.389490 = -20399437.556564
  nChanged 805
		SP:Iteration 28Q (50914.600000 sec): 3 clusters
  Score: Raw -20403641.464499 + Penalty 3960.389490 = -20399681.075009
  nChanged 757
		SP:Iteration 29Q (50915.550000 sec): 3 clusters
  Score: Raw -20403860.347417 + Penalty 3960.389490 = -20399899.957928
  nChanged 693
		SP:Iteration 30Q (50916.470000 sec): 3 clusters
  Score: Raw -20404059.450149 + Penalty 3960.389490 = -20400099.060660
  nChanged 640
		SP:Iteration 31Q (50917.520000 sec): 3 clusters
  Score: Raw -20404228.657676 + Penalty 3960.389490 = -20400268.268187
  nChanged 541
		SP:Iteration 32Q (50918.510000 sec): 3 clusters
  Score: Raw -20404362.252784 + Penalty 3960.389490 = -20400401.863295
  nChanged 498
		SP:Iteration 33Q (50919.460000 sec): 3 clusters
  Score: Raw -20404476.614919 + Penalty 3960.389490 = -20400516.225429
  nChanged 450
		SP:Iteration 34Q (50920.420000 sec): 3 clusters
  Score: Raw -20404580.755893 + Penalty 3960.389490 = -20400620.366404
  nChanged 424
		SP:Iteration 35Q (50921.300000 sec): 3 clusters
  Score: Raw -20404671.410456 + Penalty 3960.389490 = -20400711.020966
  nChanged 390
		SP:Iteration 36Q (50922.100000 sec): 3 clusters
  Score: Raw -20404749.073756 + Penalty 3960.389490 = -20400788.684267
  nChanged 351
		SP:Iteration 37Q (50923.000000 sec): 3 clusters
  Score: Raw -20404809.041075 + Penalty 3960.389490 = -20400848.651585
  nChanged 293
		SP:Iteration 38Q (50923.830000 sec): 3 clusters
  Score: Raw -20404858.415388 + Penalty 3960.389490 = -20400898.025898
  nChanged 285
		SP:Iteration 39Q (50924.680000 sec): 3 clusters
  Score: Raw -20404909.176807 + Penalty 3960.389490 = -20400948.787317
  nChanged 262
		SP:Iteration 40F (50925.620000 sec): 3 clusters
  Score: Raw -20404952.811458 + Penalty 3960.389490 = -20400992.421969
  nChanged 241
		SP:Iteration 41Q (50926.490000 sec): 3 clusters
  Score: Raw -20404989.477119 + Penalty 3960.389490 = -20401029.087630
  nChanged 223
		SP:Iteration 42Q (50927.340000 sec): 3 clusters
  Score: Raw -20405023.537831 + Penalty 3960.389490 = -20401063.148342
  nChanged 204
		SP:Iteration 43Q (50928.250000 sec): 3 clusters
  Score: Raw -20405054.495400 + Penalty 3960.389490 = -20401094.105910
  nChanged 181
		SP:Iteration 44Q (50929.120000 sec): 3 clusters
  Score: Raw -20405081.236895 + Penalty 3960.389490 = -20401120.847405
  nChanged 171
		SP:Iteration 45Q (50930.000000 sec): 3 clusters
  Score: Raw -20405104.840229 + Penalty 3960.389490 = -20401144.450739
  nChanged 152
		SP:Iteration 46Q (50930.950000 sec): 3 clusters
  Score: Raw -20405124.194942 + Penalty 3960.389490 = -20401163.805452
  nChanged 131
		SP:Iteration 47Q (50931.930000 sec): 3 clusters
  Score: Raw -20405141.727964 + Penalty 3960.389490 = -20401181.338474
  nChanged 130
		SP:Iteration 48Q (50932.800000 sec): 3 clusters
  Score: Raw -20405157.087801 + Penalty 3960.389490 = -20401196.698311
  nChanged 111
		SP:Iteration 49Q (50933.760000 sec): 3 clusters
  Score: Raw -20405169.230411 + Penalty 3960.389490 = -20401208.840921
  nChanged 95
		SP:Iteration 50Q (50934.640000 sec): 3 clusters
  Score: Raw -20405180.222154 + Penalty 3960.389490 = -20401219.832665
  nChanged 102
		SP:Iteration 51Q (50935.490000 sec): 3 clusters
  Score: Raw -20405191.529215 + Penalty 3960.389490 = -20401231.139726
  nChanged 88
		SP:Iteration 52Q (50936.360000 sec): 3 clusters
  Score: Raw -20405199.926087 + Penalty 3960.389490 = -20401239.536597
  nChanged 78
		SP:Iteration 53Q (50937.170000 sec): 3 clusters
  Score: Raw -20405207.133847 + Penalty 3960.389490 = -20401246.744357
  nChanged 72
		SP:Iteration 54Q (50938.110000 sec): 3 clusters
  Score: Raw -20405213.868731 + Penalty 3960.389490 = -20401253.479241
  nChanged 65
		SP:Iteration 55Q (50939.050000 sec): 3 clusters
  Score: Raw -20405220.580340 + Penalty 3960.389490 = -20401260.190850
  nChanged 58
		SP:Iteration 56Q (50939.980000 sec): 3 clusters
  Score: Raw -20405225.493303 + Penalty 3960.389490 = -20401265.103813
  nChanged 41
		SP:Iteration 57Q (50940.870000 sec): 3 clusters
  Score: Raw -20405228.883598 + Penalty 3960.389490 = -20401268.494108
  nChanged 31
		SP:Iteration 58Q (50941.810000 sec): 3 clusters
  Score: Raw -20405231.547333 + Penalty 3960.389490 = -20401271.157843
  nChanged 40
		SP:Iteration 59Q (50942.710000 sec): 3 clusters
  Score: Raw -20405234.988392 + Penalty 3960.389490 = -20401274.598902
  nChanged 34
		SP:Iteration 60F (50943.680000 sec): 3 clusters
  Score: Raw -20405237.441470 + Penalty 3960.389490 = -20401277.051980
  nChanged 29
		SP:Iteration 61Q (50944.560000 sec): 3 clusters
  Score: Raw -20405239.561366 + Penalty 3960.389490 = -20401279.171876
  nChanged 24
		SP:Iteration 62Q (50945.450000 sec): 3 clusters
  Score: Raw -20405241.490689 + Penalty 3960.389490 = -20401281.101199
  nChanged 34
		SP:Iteration 63Q (50946.380000 sec): 3 clusters
  Score: Raw -20405244.225698 + Penalty 3960.389490 = -20401283.836208
  nChanged 34
		SP:Iteration 64Q (50947.250000 sec): 3 clusters
  Score: Raw -20405246.258219 + Penalty 3960.389490 = -20401285.868729
  nChanged 22
		SP:Iteration 65Q (50948.080000 sec): 3 clusters
  Score: Raw -20405248.087441 + Penalty 3960.389490 = -20401287.697951
  nChanged 23
		SP:Iteration 66Q (50948.970000 sec): 3 clusters
  Score: Raw -20405249.911575 + Penalty 3960.389490 = -20401289.522085
  nChanged 27
		SP:Iteration 67Q (50949.830000 sec): 3 clusters
  Score: Raw -20405251.284061 + Penalty 3960.389490 = -20401290.894571
  nChanged 19
		SP:Iteration 68Q (50950.770000 sec): 3 clusters
  Score: Raw -20405252.972325 + Penalty 3960.389490 = -20401292.582835
  nChanged 27
		SP:Iteration 69Q (50951.720000 sec): 3 clusters
  Score: Raw -20405254.672743 + Penalty 3960.389490 = -20401294.283253
  nChanged 17
		SP:Iteration 70Q (50952.600000 sec): 3 clusters
  Score: Raw -20405255.493146 + Penalty 3960.389490 = -20401295.103657
  nChanged 11
		SP:Iteration 71Q (50953.480000 sec): 3 clusters
  Score: Raw -20405256.348332 + Penalty 3960.389490 = -20401295.958842
  nChanged 16
		SP:Iteration 72Q (50954.400000 sec): 3 clusters
  Score: Raw -20405257.304251 + Penalty 3960.389490 = -20401296.914761
  nChanged 11
		SP:Iteration 73Q (50955.360000 sec): 3 clusters
  Score: Raw -20405257.958404 + Penalty 3960.389490 = -20401297.568915
  nChanged 10
		SP:Iteration 74Q (50956.410000 sec): 3 clusters
  Score: Raw -20405258.951988 + Penalty 3960.389490 = -20401298.562499
  nChanged 13
		SP:Iteration 75Q (50957.340000 sec): 3 clusters
  Score: Raw -20405259.874911 + Penalty 3960.389490 = -20401299.485422
  nChanged 20
		SP:Iteration 76Q (50958.320000 sec): 3 clusters
  Score: Raw -20405261.244647 + Penalty 3960.389490 = -20401300.855158
  nChanged 21
		SP:Iteration 77Q (50959.310000 sec): 3 clusters
  Score: Raw -20405262.789458 + Penalty 3960.389490 = -20401302.399969
  nChanged 20
		SP:Iteration 78Q (50960.290000 sec): 3 clusters
  Score: Raw -20405264.286831 + Penalty 3960.389490 = -20401303.897342
  nChanged 13
		SP:Iteration 79Q (50961.140000 sec): 3 clusters
  Score: Raw -20405265.061240 + Penalty 3960.389490 = -20401304.671750
  nChanged 7
		SP:Iteration 80F (50962.140000 sec): 3 clusters
  Score: Raw -20405265.442348 + Penalty 3960.389490 = -20401305.052858
  nChanged 10
		SP:Iteration 81Q (50963.100000 sec): 3 clusters
  Score: Raw -20405266.085254 + Penalty 3960.389490 = -20401305.695765
  nChanged 7
		SP:Iteration 82Q (50964.060000 sec): 3 clusters
  Score: Raw -20405266.401923 + Penalty 3960.389490 = -20401306.012433
  nChanged 6
		SP:Iteration 83Q (50965.090000 sec): 3 clusters
  Score: Raw -20405266.692323 + Penalty 3960.389490 = -20401306.302833
  nChanged 4
		SP:Iteration 84Q (50966.010000 sec): 3 clusters
  Score: Raw -20405266.846475 + Penalty 3960.389490 = -20401306.456985
  nChanged 6
		SP:Iteration 85Q (50966.970000 sec): 3 clusters
  Score: Raw -20405267.126424 + Penalty 3960.389490 = -20401306.736934
  nChanged 2
		SP:Iteration 86Q (50967.870000 sec): 3 clusters
  Score: Raw -20405267.223176 + Penalty 3960.389490 = -20401306.833686
  nChanged 1
		SP:Iteration 87Q (50968.850000 sec): 3 clusters
  Score: Raw -20405267.276099 + Penalty 3960.389490 = -20401306.886609
  nChanged 2
		SP:Iteration 88Q (50969.860000 sec): 3 clusters
  Score: Raw -20405267.414424 + Penalty 3960.389490 = -20401307.024934
  nChanged 1
		SP:Iteration 89Q (50970.790000 sec): 3 clusters
  Score: Raw -20405267.431042 + Penalty 3960.389490 = -20401307.041552
  nChanged 0
		SP:Iteration 90F (50971.850000 sec): 3 clusters
  Score: Raw -20405267.431042 + Penalty 3960.389490 = -20401307.041552
  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 11.42 GB.

 Trying to split cluster 30 (22212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50972.140000 sec): 2 clusters
  Score: Raw -2425700.208725 + Penalty 1626.363044 = -2424073.845681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50972.450000 sec): 3 clusters
  Score: Raw -2412299.760860 + Penalty 3252.726088 = -2409047.034772
  nChanged 10081
		SP:Iteration 1F (50972.750000 sec): 3 clusters
  Score: Raw -2418144.301608 + Penalty 3252.726088 = -2414891.575520
  nChanged 1471
		SP:Iteration 2F (50973.050000 sec): 3 clusters
  Score: Raw -2418872.332255 + Penalty 3252.726088 = -2415619.606167
  nChanged 1391
		SP:Iteration 3F (50973.370000 sec): 3 clusters
  Score: Raw -2419643.758250 + Penalty 3252.726088 = -2416391.032162
  nChanged 1423
		SP:Iteration 4F (50973.700000 sec): 3 clusters
  Score: Raw -2420512.359223 + Penalty 3252.726088 = -2417259.633135
  nChanged 1391
		SP:Iteration 5F (50974.010000 sec): 3 clusters
  Score: Raw -2421493.040371 + Penalty 3252.726088 = -2418240.314283
  nChanged 1291
		SP:Iteration 6F (50974.390000 sec): 3 clusters
  Score: Raw -2422470.397037 + Penalty 3252.726088 = -2419217.670949
  nChanged 1142
		SP:Iteration 7F (50974.630000 sec): 3 clusters
  Score: Raw -2423350.317060 + Penalty 3252.726088 = -2420097.590972
  nChanged 860
		SP:Iteration 8Q (50974.940000 sec): 3 clusters
  Score: Raw -2423964.809693 + Penalty 3252.726088 = -2420712.083605
  nChanged 634
		SP:Iteration 9Q (50975.210000 sec): 3 clusters
  Score: Raw -2424354.378276 + Penalty 3252.726088 = -2421101.652188
  nChanged 498
		SP:Iteration 10Q (50975.530000 sec): 3 clusters
  Score: Raw -2424637.177503 + Penalty 3252.726088 = -2421384.451416
  nChanged 369
		SP:Iteration 11Q (50975.830000 sec): 3 clusters
  Score: Raw -2424812.060852 + Penalty 3252.726088 = -2421559.334764
  nChanged 286
		SP:Iteration 12Q (50976.120000 sec): 3 clusters
  Score: Raw -2424942.812490 + Penalty 3252.726088 = -2421690.086403
  nChanged 253
		SP:Iteration 13Q (50976.430000 sec): 3 clusters
  Score: Raw -2425057.352004 + Penalty 3252.726088 = -2421804.625917
  nChanged 242
		SP:Iteration 14Q (50976.710000 sec): 3 clusters
  Score: Raw -2425163.177001 + Penalty 3252.726088 = -2421910.450913
  nChanged 214
		SP:Iteration 15Q (50977.020000 sec): 3 clusters
  Score: Raw -2425250.194700 + Penalty 3252.726088 = -2421997.468612
  nChanged 186
		SP:Iteration 16Q (50977.310000 sec): 3 clusters
  Score: Raw -2425323.511223 + Penalty 3252.726088 = -2422070.785135
  nChanged 171
		SP:Iteration 17Q (50977.660000 sec): 3 clusters
  Score: Raw -2425391.391599 + Penalty 3252.726088 = -2422138.665512
  nChanged 158
		SP:Iteration 18Q (50977.960000 sec): 3 clusters
  Score: Raw -2425453.126402 + Penalty 3252.726088 = -2422200.400315
  nChanged 143
		SP:Iteration 19Q (50978.280000 sec): 3 clusters
  Score: Raw -2425511.854469 + Penalty 3252.726088 = -2422259.128381
  nChanged 151
		SP:Iteration 20F (50978.600000 sec): 3 clusters
  Score: Raw -2425575.580722 + Penalty 3252.726088 = -2422322.854634
  nChanged 130
		SP:Iteration 21Q (50978.910000 sec): 3 clusters
  Score: Raw -2425628.230686 + Penalty 3252.726088 = -2422375.504598
  nChanged 104
		SP:Iteration 22Q (50979.220000 sec): 3 clusters
  Score: Raw -2425672.046449 + Penalty 3252.726088 = -2422419.320361
  nChanged 110
		SP:Iteration 23Q (50979.490000 sec): 3 clusters
  Score: Raw -2425716.621954 + Penalty 3252.726088 = -2422463.895866
  nChanged 84
		SP:Iteration 24Q (50979.800000 sec): 3 clusters
  Score: Raw -2425750.309174 + Penalty 3252.726088 = -2422497.583086
  nChanged 73
		SP:Iteration 25Q (50980.100000 sec): 3 clusters
  Score: Raw -2425779.194105 + Penalty 3252.726088 = -2422526.468017
  nChanged 60
		SP:Iteration 26Q (50980.390000 sec): 3 clusters
  Score: Raw -2425802.936745 + Penalty 3252.726088 = -2422550.210657
  nChanged 55
		SP:Iteration 27Q (50980.680000 sec): 3 clusters
  Score: Raw -2425828.278995 + Penalty 3252.726088 = -2422575.552907
  nChanged 54
		SP:Iteration 28Q (50980.950000 sec): 3 clusters
  Score: Raw -2425853.515212 + Penalty 3252.726088 = -2422600.789124
  nChanged 51
		SP:Iteration 29Q (50981.240000 sec): 3 clusters
  Score: Raw -2425877.202782 + Penalty 3252.726088 = -2422624.476694
  nChanged 45
		SP:Iteration 30Q (50981.490000 sec): 3 clusters
  Score: Raw -2425897.325232 + Penalty 3252.726088 = -2422644.599145
  nChanged 44
		SP:Iteration 31Q (50981.780000 sec): 3 clusters
  Score: Raw -2425915.896310 + Penalty 3252.726088 = -2422663.170223
  nChanged 42
		SP:Iteration 32Q (50982.110000 sec): 3 clusters
  Score: Raw -2425934.642038 + Penalty 3252.726088 = -2422681.915951
  nChanged 26
		SP:Iteration 33Q (50982.410000 sec): 3 clusters
  Score: Raw -2425946.146838 + Penalty 3252.726088 = -2422693.420750
  nChanged 27
		SP:Iteration 34Q (50982.700000 sec): 3 clusters
  Score: Raw -2425956.818327 + Penalty 3252.726088 = -2422704.092240
  nChanged 22
		SP:Iteration 35Q (50983.050000 sec): 3 clusters
  Score: Raw -2425968.112082 + Penalty 3252.726088 = -2422715.385994
  nChanged 20
		SP:Iteration 36Q (50983.390000 sec): 3 clusters
  Score: Raw -2425977.195759 + Penalty 3252.726088 = -2422724.469671
  nChanged 23
		SP:Iteration 37Q (50983.670000 sec): 3 clusters
  Score: Raw -2425987.478110 + Penalty 3252.726088 = -2422734.752022
  nChanged 26
		SP:Iteration 38Q (50983.960000 sec): 3 clusters
  Score: Raw -2425999.128719 + Penalty 3252.726088 = -2422746.402631
  nChanged 29
		SP:Iteration 39Q (50984.280000 sec): 3 clusters
  Score: Raw -2426012.434154 + Penalty 3252.726088 = -2422759.708067
  nChanged 22
		SP:Iteration 40F (50984.620000 sec): 3 clusters
  Score: Raw -2426022.743857 + Penalty 3252.726088 = -2422770.017769
  nChanged 18
		SP:Iteration 41Q (50984.940000 sec): 3 clusters
  Score: Raw -2426031.210893 + Penalty 3252.726088 = -2422778.484805
  nChanged 17
		SP:Iteration 42Q (50985.270000 sec): 3 clusters
  Score: Raw -2426036.445125 + Penalty 3252.726088 = -2422783.719038
  nChanged 8
		SP:Iteration 43Q (50985.610000 sec): 3 clusters
  Score: Raw -2426039.093192 + Penalty 3252.726088 = -2422786.367104
  nChanged 3
		SP:Iteration 44Q (50985.940000 sec): 3 clusters
  Score: Raw -2426040.325865 + Penalty 3252.726088 = -2422787.599778
  nChanged 2
		SP:Iteration 45Q (50986.210000 sec): 3 clusters
  Score: Raw -2426041.483431 + Penalty 3252.726088 = -2422788.757343
  nChanged 3
		SP:Iteration 46Q (50986.560000 sec): 3 clusters
  Score: Raw -2426042.520579 + Penalty 3252.726088 = -2422789.794491
  nChanged 1
		SP:Iteration 47Q (50986.840000 sec): 3 clusters
  Score: Raw -2426042.933216 + Penalty 3252.726088 = -2422790.207128
  nChanged 1
		SP:Iteration 48Q (50987.180000 sec): 3 clusters
  Score: Raw -2426043.637366 + Penalty 3252.726088 = -2422790.911278
  nChanged 4
		SP:Iteration 49Q (50987.430000 sec): 3 clusters
  Score: Raw -2426045.339061 + Penalty 3252.726088 = -2422792.612973
  nChanged 3
		SP:Iteration 50Q (50987.760000 sec): 3 clusters
  Score: Raw -2426046.959208 + Penalty 3252.726088 = -2422794.233120
  nChanged 3
		SP:Iteration 51Q (50988.010000 sec): 3 clusters
  Score: Raw -2426048.149780 + Penalty 3252.726088 = -2422795.423693
  nChanged 0
		SP:Iteration 52F (50988.360000 sec): 3 clusters
  Score: Raw -2426048.149780 + Penalty 3252.726088 = -2422795.423693
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (21802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50988.620000 sec): 2 clusters
  Score: Raw -2389450.280290 + Penalty 1623.335510 = -2387826.944780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50988.950000 sec): 3 clusters
  Score: Raw -2376287.736687 + Penalty 3246.671021 = -2373041.065666
  nChanged 9903
		SP:Iteration 1F (50989.230000 sec): 3 clusters
  Score: Raw -2381950.946100 + Penalty 3246.671021 = -2378704.275079
  nChanged 1276
		SP:Iteration 2F (50989.590000 sec): 3 clusters
  Score: Raw -2382477.166722 + Penalty 3246.671021 = -2379230.495701
  nChanged 1127
		SP:Iteration 3F (50989.920000 sec): 3 clusters
  Score: Raw -2382956.612830 + Penalty 3246.671021 = -2379709.941809
  nChanged 1086
		SP:Iteration 4Q (50990.250000 sec): 3 clusters
  Score: Raw -2383416.604845 + Penalty 3246.671021 = -2380169.933824
  nChanged 1022
		SP:Iteration 5Q (50990.580000 sec): 3 clusters
  Score: Raw -2383880.681674 + Penalty 3246.671021 = -2380634.010653
  nChanged 999
		SP:Iteration 6Q (50990.890000 sec): 3 clusters
  Score: Raw -2384369.683730 + Penalty 3246.671021 = -2381123.012709
  nChanged 975
		SP:Iteration 7Q (50991.180000 sec): 3 clusters
  Score: Raw -2384924.229087 + Penalty 3246.671021 = -2381677.558066
  nChanged 1000
		SP:Iteration 8Q (50991.540000 sec): 3 clusters
  Score: Raw -2385569.504455 + Penalty 3246.671021 = -2382322.833434
  nChanged 999
		SP:Iteration 9Q (50991.810000 sec): 3 clusters
  Score: Raw -2386175.085975 + Penalty 3246.671021 = -2382928.414954
  nChanged 876
		SP:Iteration 10Q (50992.120000 sec): 3 clusters
  Score: Raw -2386646.730137 + Penalty 3246.671021 = -2383400.059116
  nChanged 760
		SP:Iteration 11Q (50992.470000 sec): 3 clusters
  Score: Raw -2387029.169173 + Penalty 3246.671021 = -2383782.498152
  nChanged 581
		SP:Iteration 12Q (50992.800000 sec): 3 clusters
  Score: Raw -2387279.156096 + Penalty 3246.671021 = -2384032.485075
  nChanged 486
		SP:Iteration 13Q (50993.180000 sec): 3 clusters
  Score: Raw -2387471.020183 + Penalty 3246.671021 = -2384224.349162
  nChanged 441
		SP:Iteration 14Q (50993.520000 sec): 3 clusters
  Score: Raw -2387657.656847 + Penalty 3246.671021 = -2384410.985826
  nChanged 430
		SP:Iteration 15Q (50993.870000 sec): 3 clusters
  Score: Raw -2387822.320827 + Penalty 3246.671021 = -2384575.649806
  nChanged 381
		SP:Iteration 16Q (50994.230000 sec): 3 clusters
  Score: Raw -2387968.001251 + Penalty 3246.671021 = -2384721.330230
  nChanged 364
		SP:Iteration 17Q (50994.590000 sec): 3 clusters
  Score: Raw -2388108.212152 + Penalty 3246.671021 = -2384861.541131
  nChanged 357
		SP:Iteration 18Q (50994.870000 sec): 3 clusters
  Score: Raw -2388244.380558 + Penalty 3246.671021 = -2384997.709537
  nChanged 333
		SP:Iteration 19Q (50995.180000 sec): 3 clusters
  Score: Raw -2388381.903507 + Penalty 3246.671021 = -2385135.232486
  nChanged 334
		SP:Iteration 20F (50995.510000 sec): 3 clusters
  Score: Raw -2388519.768999 + Penalty 3246.671021 = -2385273.097978
  nChanged 322
		SP:Iteration 21Q (50995.760000 sec): 3 clusters
  Score: Raw -2388660.067395 + Penalty 3246.671021 = -2385413.396374
  nChanged 351
		SP:Iteration 22Q (50996.160000 sec): 3 clusters
  Score: Raw -2388814.803283 + Penalty 3246.671021 = -2385568.132262
  nChanged 293
		SP:Iteration 23Q (50996.460000 sec): 3 clusters
  Score: Raw -2388941.144474 + Penalty 3246.671021 = -2385694.473453
  nChanged 273
		SP:Iteration 24Q (50996.780000 sec): 3 clusters
  Score: Raw -2389054.976174 + Penalty 3246.671021 = -2385808.305153
  nChanged 244
		SP:Iteration 25Q (50997.090000 sec): 3 clusters
  Score: Raw -2389158.085786 + Penalty 3246.671021 = -2385911.414765
  nChanged 223
		SP:Iteration 26Q (50997.370000 sec): 3 clusters
  Score: Raw -2389250.397118 + Penalty 3246.671021 = -2386003.726097
  nChanged 185
		SP:Iteration 27Q (50997.720000 sec): 3 clusters
  Score: Raw -2389325.706514 + Penalty 3246.671021 = -2386079.035493
  nChanged 186
		SP:Iteration 28Q (50997.980000 sec): 3 clusters
  Score: Raw -2389409.238526 + Penalty 3246.671021 = -2386162.567505
  nChanged 167
		SP:Iteration 29Q (50998.310000 sec): 3 clusters
  Score: Raw -2389478.034102 + Penalty 3246.671021 = -2386231.363081
  nChanged 127
		SP:Iteration 30Q (50998.550000 sec): 3 clusters
  Score: Raw -2389527.552351 + Penalty 3246.671021 = -2386280.881330
  nChanged 107
		SP:Iteration 31Q (50998.870000 sec): 3 clusters
  Score: Raw -2389575.777900 + Penalty 3246.671021 = -2386329.106879
  nChanged 114
		SP:Iteration 32Q (50999.160000 sec): 3 clusters
  Score: Raw -2389630.965207 + Penalty 3246.671021 = -2386384.294186
  nChanged 98
		SP:Iteration 33Q (50999.450000 sec): 3 clusters
  Score: Raw -2389672.539732 + Penalty 3246.671021 = -2386425.868711
  nChanged 79
		SP:Iteration 34Q (50999.740000 sec): 3 clusters
  Score: Raw -2389707.704750 + Penalty 3246.671021 = -2386461.033729
  nChanged 65
		SP:Iteration 35Q (51000.050000 sec): 3 clusters
  Score: Raw -2389734.101196 + Penalty 3246.671021 = -2386487.430175
  nChanged 56
		SP:Iteration 36Q (51000.370000 sec): 3 clusters
  Score: Raw -2389755.699717 + Penalty 3246.671021 = -2386509.028696
  nChanged 40
		SP:Iteration 37Q (51000.680000 sec): 3 clusters
  Score: Raw -2389771.786061 + Penalty 3246.671021 = -2386525.115040
  nChanged 41
		SP:Iteration 38Q (51001.000000 sec): 3 clusters
  Score: Raw -2389787.984273 + Penalty 3246.671021 = -2386541.313252
  nChanged 30
		SP:Iteration 39Q (51001.310000 sec): 3 clusters
  Score: Raw -2389804.251273 + Penalty 3246.671021 = -2386557.580252
  nChanged 28
		SP:Iteration 40F (51001.670000 sec): 3 clusters
  Score: Raw -2389820.662243 + Penalty 3246.671021 = -2386573.991222
  nChanged 29
		SP:Iteration 41Q (51001.960000 sec): 3 clusters
  Score: Raw -2389834.078604 + Penalty 3246.671021 = -2386587.407583
  nChanged 26
		SP:Iteration 42Q (51002.260000 sec): 3 clusters
  Score: Raw -2389844.335124 + Penalty 3246.671021 = -2386597.664103
  nChanged 15
		SP:Iteration 43Q (51002.550000 sec): 3 clusters
  Score: Raw -2389848.641397 + Penalty 3246.671021 = -2386601.970376
  nChanged 12
		SP:Iteration 44Q (51002.900000 sec): 3 clusters
  Score: Raw -2389852.267443 + Penalty 3246.671021 = -2386605.596422
  nChanged 5
		SP:Iteration 45Q (51003.190000 sec): 3 clusters
  Score: Raw -2389854.408625 + Penalty 3246.671021 = -2386607.737604
  nChanged 7
		SP:Iteration 46Q (51003.450000 sec): 3 clusters
  Score: Raw -2389856.821810 + Penalty 3246.671021 = -2386610.150789
  nChanged 5
		SP:Iteration 47Q (51003.690000 sec): 3 clusters
  Score: Raw -2389858.359934 + Penalty 3246.671021 = -2386611.688913
  nChanged 4
		SP:Iteration 48Q (51004.010000 sec): 3 clusters
  Score: Raw -2389860.048365 + Penalty 3246.671021 = -2386613.377344
  nChanged 4
		SP:Iteration 49Q (51004.300000 sec): 3 clusters
  Score: Raw -2389861.169634 + Penalty 3246.671021 = -2386614.498613
  nChanged 2
		SP:Iteration 50Q (51004.570000 sec): 3 clusters
  Score: Raw -2389861.852258 + Penalty 3246.671021 = -2386615.181237
  nChanged 1
		SP:Iteration 51Q (51004.830000 sec): 3 clusters
  Score: Raw -2389862.293156 + Penalty 3246.671021 = -2386615.622135
  nChanged 2
		SP:Iteration 52Q (51005.110000 sec): 3 clusters
  Score: Raw -2389863.028730 + Penalty 3246.671021 = -2386616.357709
  nChanged 2
		SP:Iteration 53Q (51005.330000 sec): 3 clusters
  Score: Raw -2389863.934403 + Penalty 3246.671021 = -2386617.263382
  nChanged 3
		SP:Iteration 54Q (51005.570000 sec): 3 clusters
  Score: Raw -2389864.790499 + Penalty 3246.671021 = -2386618.119478
  nChanged 1
		SP:Iteration 55Q (51005.830000 sec): 3 clusters
  Score: Raw -2389865.182982 + Penalty 3246.671021 = -2386618.511961
  nChanged 1
		SP:Iteration 56Q (51006.110000 sec): 3 clusters
  Score: Raw -2389865.512748 + Penalty 3246.671021 = -2386618.841727
  nChanged 2
		SP:Iteration 57Q (51006.380000 sec): 3 clusters
  Score: Raw -2389867.328503 + Penalty 3246.671021 = -2386620.657482
  nChanged 3
		SP:Iteration 58Q (51006.650000 sec): 3 clusters
  Score: Raw -2389868.841297 + Penalty 3246.671021 = -2386622.170276
  nChanged 4
		SP:Iteration 59Q (51006.900000 sec): 3 clusters
  Score: Raw -2389870.301141 + Penalty 3246.671021 = -2386623.630120
  nChanged 3
		SP:Iteration 60F (51007.210000 sec): 3 clusters
  Score: Raw -2389871.822506 + Penalty 3246.671021 = -2386625.151485
  nChanged 4
		SP:Iteration 61Q (51007.440000 sec): 3 clusters
  Score: Raw -2389874.228144 + Penalty 3246.671021 = -2386627.557123
  nChanged 6
		SP:Iteration 62Q (51007.750000 sec): 3 clusters
  Score: Raw -2389876.559723 + Penalty 3246.671021 = -2386629.888702
  nChanged 6
		SP:Iteration 63Q (51007.980000 sec): 3 clusters
  Score: Raw -2389878.173729 + Penalty 3246.671021 = -2386631.502708
  nChanged 3
		SP:Iteration 64Q (51008.220000 sec): 3 clusters
  Score: Raw -2389878.895797 + Penalty 3246.671021 = -2386632.224776
  nChanged 3
		SP:Iteration 65Q (51008.480000 sec): 3 clusters
  Score: Raw -2389880.339629 + Penalty 3246.671021 = -2386633.668608
  nChanged 6
		SP:Iteration 66Q (51008.760000 sec): 3 clusters
  Score: Raw -2389881.289920 + Penalty 3246.671021 = -2386634.618899
  nChanged 3
		SP:Iteration 67Q (51009.090000 sec): 3 clusters
  Score: Raw -2389881.834448 + Penalty 3246.671021 = -2386635.163427
  nChanged 2
		SP:Iteration 68Q (51009.390000 sec): 3 clusters
  Score: Raw -2389882.407366 + Penalty 3246.671021 = -2386635.736345
  nChanged 4
		SP:Iteration 69Q (51009.700000 sec): 3 clusters
  Score: Raw -2389883.246034 + Penalty 3246.671021 = -2386636.575013
  nChanged 5
		SP:Iteration 70Q (51009.990000 sec): 3 clusters
  Score: Raw -2389885.423063 + Penalty 3246.671021 = -2386638.752042
  nChanged 6
		SP:Iteration 71Q (51010.290000 sec): 3 clusters
  Score: Raw -2389887.147864 + Penalty 3246.671021 = -2386640.476843
  nChanged 3
		SP:Iteration 72Q (51010.550000 sec): 3 clusters
  Score: Raw -2389888.626731 + Penalty 3246.671021 = -2386641.955710
  nChanged 5
		SP:Iteration 73Q (51010.860000 sec): 3 clusters
  Score: Raw -2389890.406284 + Penalty 3246.671021 = -2386643.735263
  nChanged 5
		SP:Iteration 74Q (51011.180000 sec): 3 clusters
  Score: Raw -2389893.003802 + Penalty 3246.671021 = -2386646.332781
  nChanged 7
		SP:Iteration 75Q (51011.450000 sec): 3 clusters
  Score: Raw -2389895.162783 + Penalty 3246.671021 = -2386648.491762
  nChanged 3
		SP:Iteration 76Q (51011.800000 sec): 3 clusters
  Score: Raw -2389896.282153 + Penalty 3246.671021 = -2386649.611132
  nChanged 1
		SP:Iteration 77Q (51012.080000 sec): 3 clusters
  Score: Raw -2389896.756715 + Penalty 3246.671021 = -2386650.085694
  nChanged 1
		SP:Iteration 78Q (51012.350000 sec): 3 clusters
  Score: Raw -2389896.875121 + Penalty 3246.671021 = -2386650.204100
  nChanged 0
		SP:Iteration 79F (51012.680000 sec): 3 clusters
  Score: Raw -2389896.875121 + Penalty 3246.671021 = -2386650.204100
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (182471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51013.700000 sec): 2 clusters
  Score: Raw -20507029.039008 + Penalty 1968.581312 = -20505060.457696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51014.970000 sec): 3 clusters
  Score: Raw -20386567.017720 + Penalty 3937.162624 = -20382629.855096
  nChanged 88348
		SP:Iteration 1F (51016.060000 sec): 3 clusters
  Score: Raw -20440476.088533 + Penalty 3937.162624 = -20436538.925909
  nChanged 7384
		SP:Iteration 2Q (51017.080000 sec): 3 clusters
  Score: Raw -20443170.588201 + Penalty 3937.162624 = -20439233.425577
  nChanged 8143
		SP:Iteration 3Q (51018.100000 sec): 3 clusters
  Score: Raw -20446609.833311 + Penalty 3937.162624 = -20442672.670687
  nChanged 8901
		SP:Iteration 4Q (51019.130000 sec): 3 clusters
  Score: Raw -20450757.708878 + Penalty 3937.162624 = -20446820.546254
  nChanged 9189
		SP:Iteration 5F (51020.130000 sec): 3 clusters
  Score: Raw -20455234.136912 + Penalty 3937.162624 = -20451296.974288
  nChanged 9207
		SP:Iteration 6F (51021.120000 sec): 3 clusters
  Score: Raw -20459975.853394 + Penalty 3937.162624 = -20456038.690770
  nChanged 9336
		SP:Iteration 7F (51022.190000 sec): 3 clusters
  Score: Raw -20465081.887748 + Penalty 3937.162624 = -20461144.725124
  nChanged 9454
		SP:Iteration 8F (51023.190000 sec): 3 clusters
  Score: Raw -20470530.808566 + Penalty 3937.162624 = -20466593.645942
  nChanged 9764
		SP:Iteration 9F (51024.270000 sec): 3 clusters
  Score: Raw -20476506.997838 + Penalty 3937.162624 = -20472569.835214
  nChanged 9977
		SP:Iteration 10F (51025.330000 sec): 3 clusters
  Score: Raw -20482982.255757 + Penalty 3937.162624 = -20479045.093133
  nChanged 9542
		SP:Iteration 11F (51026.360000 sec): 3 clusters
  Score: Raw -20489401.967050 + Penalty 3937.162624 = -20485464.804426
  nChanged 8328
		SP:Iteration 12Q (51027.380000 sec): 3 clusters
  Score: Raw -20495194.133623 + Penalty 3937.162624 = -20491256.970999
  nChanged 6493
		SP:Iteration 13Q (51028.480000 sec): 3 clusters
  Score: Raw -20499695.064517 + Penalty 3937.162624 = -20495757.901893
  nChanged 4623
		SP:Iteration 14Q (51029.380000 sec): 3 clusters
  Score: Raw -20502812.837419 + Penalty 3937.162624 = -20498875.674795
  nChanged 2993
		SP:Iteration 15Q (51030.230000 sec): 3 clusters
  Score: Raw -20504765.061348 + Penalty 3937.162624 = -20500827.898724
  nChanged 1830
		SP:Iteration 16Q (51031.110000 sec): 3 clusters
  Score: Raw -20505925.091606 + Penalty 3937.162624 = -20501987.928982
  nChanged 1058
		SP:Iteration 17Q (51031.970000 sec): 3 clusters
  Score: Raw -20506573.295620 + Penalty 3937.162624 = -20502636.132996
  nChanged 631
		SP:Iteration 18Q (51032.810000 sec): 3 clusters
  Score: Raw -20506936.343592 + Penalty 3937.162624 = -20502999.180968
  nChanged 353
		SP:Iteration 19Q (51033.670000 sec): 3 clusters
  Score: Raw -20507128.854607 + Penalty 3937.162624 = -20503191.691983
  nChanged 218
		SP:Iteration 20F (51034.570000 sec): 3 clusters
  Score: Raw -20507244.634867 + Penalty 3937.162624 = -20503307.472243
  nChanged 156
		SP:Iteration 21Q (51035.440000 sec): 3 clusters
  Score: Raw -20507331.057525 + Penalty 3937.162624 = -20503393.894901
  nChanged 135
		SP:Iteration 22Q (51036.260000 sec): 3 clusters
  Score: Raw -20507398.349350 + Penalty 3937.162624 = -20503461.186726
  nChanged 92
		SP:Iteration 23Q (51037.170000 sec): 3 clusters
  Score: Raw -20507446.275022 + Penalty 3937.162624 = -20503509.112398
  nChanged 79
		SP:Iteration 24Q (51038.010000 sec): 3 clusters
  Score: Raw -20507480.877353 + Penalty 3937.162624 = -20503543.714729
  nChanged 54
		SP:Iteration 25Q (51038.840000 sec): 3 clusters
  Score: Raw -20507501.949658 + Penalty 3937.162624 = -20503564.787034
  nChanged 41
		SP:Iteration 26Q (51039.730000 sec): 3 clusters
  Score: Raw -20507516.750125 + Penalty 3937.162624 = -20503579.587501
  nChanged 22
		SP:Iteration 27Q (51040.530000 sec): 3 clusters
  Score: Raw -20507526.398808 + Penalty 3937.162624 = -20503589.236184
  nChanged 24
		SP:Iteration 28Q (51041.380000 sec): 3 clusters
  Score: Raw -20507538.260624 + Penalty 3937.162624 = -20503601.098000
  nChanged 30
		SP:Iteration 29Q (51042.110000 sec): 3 clusters
  Score: Raw -20507551.879973 + Penalty 3937.162624 = -20503614.717349
  nChanged 22
		SP:Iteration 30Q (51042.860000 sec): 3 clusters
  Score: Raw -20507560.939699 + Penalty 3937.162624 = -20503623.777075
  nChanged 14
		SP:Iteration 31Q (51043.660000 sec): 3 clusters
  Score: Raw -20507564.740794 + Penalty 3937.162624 = -20503627.578170
  nChanged 11
		SP:Iteration 32Q (51044.540000 sec): 3 clusters
  Score: Raw -20507568.184736 + Penalty 3937.162624 = -20503631.022112
  nChanged 6
		SP:Iteration 33Q (51045.390000 sec): 3 clusters
  Score: Raw -20507570.003860 + Penalty 3937.162624 = -20503632.841236
  nChanged 4
		SP:Iteration 34Q (51046.270000 sec): 3 clusters
  Score: Raw -20507571.101095 + Penalty 3937.162624 = -20503633.938471
  nChanged 2
		SP:Iteration 35Q (51047.130000 sec): 3 clusters
  Score: Raw -20507571.450890 + Penalty 3937.162624 = -20503634.288266
  nChanged 2
		SP:Iteration 36Q (51048.060000 sec): 3 clusters
  Score: Raw -20507571.905349 + Penalty 3937.162624 = -20503634.742725
  nChanged 0
		SP:Iteration 37F (51049.080000 sec): 3 clusters
  Score: Raw -20507571.905349 + Penalty 3937.162624 = -20503634.742725
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (30084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51049.370000 sec): 2 clusters
  Score: Raw -3028014.881945 + Penalty 1675.659172 = -3026339.222773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51049.710000 sec): 3 clusters
  Score: Raw -3009495.354705 + Penalty 3351.318343 = -3006144.036362
  nChanged 13802
		SP:Iteration 1F (51050.010000 sec): 3 clusters
  Score: Raw -3017812.789140 + Penalty 3351.318343 = -3014461.470797
  nChanged 1993
		SP:Iteration 2F (51050.380000 sec): 3 clusters
  Score: Raw -3019087.027970 + Penalty 3351.318343 = -3015735.709627
  nChanged 2159
		SP:Iteration 3F (51050.690000 sec): 3 clusters
  Score: Raw -3020603.026631 + Penalty 3351.318343 = -3017251.708288
  nChanged 2122
		SP:Iteration 4F (51051.090000 sec): 3 clusters
  Score: Raw -3022001.062582 + Penalty 3351.318343 = -3018649.744239
  nChanged 1952
		SP:Iteration 5F (51051.430000 sec): 3 clusters
  Score: Raw -3023149.130340 + Penalty 3351.318343 = -3019797.811997
  nChanged 1646
		SP:Iteration 6F (51051.800000 sec): 3 clusters
  Score: Raw -3024072.858196 + Penalty 3351.318343 = -3020721.539853
  nChanged 1359
		SP:Iteration 7Q (51052.190000 sec): 3 clusters
  Score: Raw -3024789.367330 + Penalty 3351.318343 = -3021438.048987
  nChanged 1062
		SP:Iteration 8Q (51052.540000 sec): 3 clusters
  Score: Raw -3025289.784628 + Penalty 3351.318343 = -3021938.466284
  nChanged 848
		SP:Iteration 9Q (51052.920000 sec): 3 clusters
  Score: Raw -3025645.599791 + Penalty 3351.318343 = -3022294.281448
  nChanged 650
		SP:Iteration 10Q (51053.310000 sec): 3 clusters
  Score: Raw -3025874.545333 + Penalty 3351.318343 = -3022523.226990
  nChanged 510
		SP:Iteration 11Q (51053.720000 sec): 3 clusters
  Score: Raw -3026036.956764 + Penalty 3351.318343 = -3022685.638421
  nChanged 448
		SP:Iteration 12Q (51053.970000 sec): 3 clusters
  Score: Raw -3026170.017719 + Penalty 3351.318343 = -3022818.699376
  nChanged 395
		SP:Iteration 13Q (51054.290000 sec): 3 clusters
  Score: Raw -3026291.610331 + Penalty 3351.318343 = -3022940.291987
  nChanged 407
		SP:Iteration 14Q (51054.620000 sec): 3 clusters
  Score: Raw -3026419.737781 + Penalty 3351.318343 = -3023068.419438
  nChanged 383
		SP:Iteration 15Q (51054.940000 sec): 3 clusters
  Score: Raw -3026541.051529 + Penalty 3351.318343 = -3023189.733186
  nChanged 385
		SP:Iteration 16Q (51055.320000 sec): 3 clusters
  Score: Raw -3026662.992518 + Penalty 3351.318343 = -3023311.674175
  nChanged 368
		SP:Iteration 17Q (51055.630000 sec): 3 clusters
  Score: Raw -3026788.576952 + Penalty 3351.318343 = -3023437.258609
  nChanged 403
		SP:Iteration 18Q (51055.950000 sec): 3 clusters
  Score: Raw -3026939.176139 + Penalty 3351.318343 = -3023587.857796
  nChanged 407
		SP:Iteration 19Q (51056.290000 sec): 3 clusters
  Score: Raw -3027087.566493 + Penalty 3351.318343 = -3023736.248150
  nChanged 410
		SP:Iteration 20F (51056.650000 sec): 3 clusters
  Score: Raw -3027227.855763 + Penalty 3351.318343 = -3023876.537420
  nChanged 359
		SP:Iteration 21Q (51057.010000 sec): 3 clusters
  Score: Raw -3027348.007739 + Penalty 3351.318343 = -3023996.689396
  nChanged 326
		SP:Iteration 22Q (51057.380000 sec): 3 clusters
  Score: Raw -3027453.934411 + Penalty 3351.318343 = -3024102.616068
  nChanged 326
		SP:Iteration 23Q (51057.730000 sec): 3 clusters
  Score: Raw -3027558.986809 + Penalty 3351.318343 = -3024207.668466
  nChanged 320
		SP:Iteration 24Q (51058.050000 sec): 3 clusters
  Score: Raw -3027650.769548 + Penalty 3351.318343 = -3024299.451205
  nChanged 261
		SP:Iteration 25Q (51058.400000 sec): 3 clusters
  Score: Raw -3027716.741807 + Penalty 3351.318343 = -3024365.423464
  nChanged 259
		SP:Iteration 26Q (51058.760000 sec): 3 clusters
  Score: Raw -3027780.570409 + Penalty 3351.318343 = -3024429.252066
  nChanged 238
		SP:Iteration 27Q (51059.090000 sec): 3 clusters
  Score: Raw -3027840.790528 + Penalty 3351.318343 = -3024489.472185
  nChanged 213
		SP:Iteration 28Q (51059.440000 sec): 3 clusters
  Score: Raw -3027895.114895 + Penalty 3351.318343 = -3024543.796552
  nChanged 213
		SP:Iteration 29Q (51059.730000 sec): 3 clusters
  Score: Raw -3027947.762185 + Penalty 3351.318343 = -3024596.443842
  nChanged 197
		SP:Iteration 30Q (51060.060000 sec): 3 clusters
  Score: Raw -3027993.023014 + Penalty 3351.318343 = -3024641.704671
  nChanged 176
		SP:Iteration 31Q (51060.420000 sec): 3 clusters
  Score: Raw -3028032.145118 + Penalty 3351.318343 = -3024680.826775
  nChanged 190
		SP:Iteration 32Q (51060.780000 sec): 3 clusters
  Score: Raw -3028077.926172 + Penalty 3351.318343 = -3024726.607828
  nChanged 173
		SP:Iteration 33Q (51061.160000 sec): 3 clusters
  Score: Raw -3028114.672568 + Penalty 3351.318343 = -3024763.354225
  nChanged 148
		SP:Iteration 34Q (51061.500000 sec): 3 clusters
  Score: Raw -3028147.537672 + Penalty 3351.318343 = -3024796.219329
  nChanged 123
		SP:Iteration 35Q (51061.860000 sec): 3 clusters
  Score: Raw -3028174.379593 + Penalty 3351.318343 = -3024823.061250
  nChanged 128
		SP:Iteration 36Q (51062.160000 sec): 3 clusters
  Score: Raw -3028202.108685 + Penalty 3351.318343 = -3024850.790341
  nChanged 120
		SP:Iteration 37Q (51062.470000 sec): 3 clusters
  Score: Raw -3028227.087298 + Penalty 3351.318343 = -3024875.768955
  nChanged 94
		SP:Iteration 38Q (51062.840000 sec): 3 clusters
  Score: Raw -3028245.884546 + Penalty 3351.318343 = -3024894.566203
  nChanged 104
		SP:Iteration 39Q (51063.160000 sec): 3 clusters
  Score: Raw -3028265.751273 + Penalty 3351.318343 = -3024914.432930
  nChanged 92
		SP:Iteration 40F (51063.520000 sec): 3 clusters
  Score: Raw -3028283.687764 + Penalty 3351.318343 = -3024932.369421
  nChanged 85
		SP:Iteration 41Q (51063.900000 sec): 3 clusters
  Score: Raw -3028298.007804 + Penalty 3351.318343 = -3024946.689461
  nChanged 76
		SP:Iteration 42Q (51064.210000 sec): 3 clusters
  Score: Raw -3028312.203333 + Penalty 3351.318343 = -3024960.884990
  nChanged 70
		SP:Iteration 43Q (51064.590000 sec): 3 clusters
  Score: Raw -3028326.735146 + Penalty 3351.318343 = -3024975.416803
  nChanged 85
		SP:Iteration 44Q (51064.940000 sec): 3 clusters
  Score: Raw -3028342.830910 + Penalty 3351.318343 = -3024991.512567
  nChanged 74
		SP:Iteration 45Q (51065.260000 sec): 3 clusters
  Score: Raw -3028356.178318 + Penalty 3351.318343 = -3025004.859975
  nChanged 77
		SP:Iteration 46Q (51065.600000 sec): 3 clusters
  Score: Raw -3028369.344008 + Penalty 3351.318343 = -3025018.025664
  nChanged 67
		SP:Iteration 47Q (51065.870000 sec): 3 clusters
  Score: Raw -3028379.858771 + Penalty 3351.318343 = -3025028.540428
  nChanged 59
		SP:Iteration 48Q (51066.240000 sec): 3 clusters
  Score: Raw -3028388.431460 + Penalty 3351.318343 = -3025037.113117
  nChanged 55
		SP:Iteration 49Q (51066.590000 sec): 3 clusters
  Score: Raw -3028396.172965 + Penalty 3351.318343 = -3025044.854622
  nChanged 55
		SP:Iteration 50Q (51066.970000 sec): 3 clusters
  Score: Raw -3028403.394269 + Penalty 3351.318343 = -3025052.075926
  nChanged 45
		SP:Iteration 51Q (51067.310000 sec): 3 clusters
  Score: Raw -3028408.946420 + Penalty 3351.318343 = -3025057.628077
  nChanged 33
		SP:Iteration 52Q (51067.650000 sec): 3 clusters
  Score: Raw -3028413.427589 + Penalty 3351.318343 = -3025062.109246
  nChanged 35
		SP:Iteration 53Q (51068.040000 sec): 3 clusters
  Score: Raw -3028418.293423 + Penalty 3351.318343 = -3025066.975080
  nChanged 35
		SP:Iteration 54Q (51068.340000 sec): 3 clusters
  Score: Raw -3028422.881829 + Penalty 3351.318343 = -3025071.563486
  nChanged 31
		SP:Iteration 55Q (51068.670000 sec): 3 clusters
  Score: Raw -3028428.535734 + Penalty 3351.318343 = -3025077.217391
  nChanged 49
		SP:Iteration 56Q (51069.110000 sec): 3 clusters
  Score: Raw -3028436.221553 + Penalty 3351.318343 = -3025084.903210
  nChanged 39
		SP:Iteration 57Q (51069.460000 sec): 3 clusters
  Score: Raw -3028442.932604 + Penalty 3351.318343 = -3025091.614261
  nChanged 47
		SP:Iteration 58Q (51069.810000 sec): 3 clusters
  Score: Raw -3028451.107772 + Penalty 3351.318343 = -3025099.789429
  nChanged 40
		SP:Iteration 59Q (51070.130000 sec): 3 clusters
  Score: Raw -3028457.182030 + Penalty 3351.318343 = -3025105.863687
  nChanged 35
		SP:Iteration 60F (51070.530000 sec): 3 clusters
  Score: Raw -3028462.418483 + Penalty 3351.318343 = -3025111.100140
  nChanged 31
		SP:Iteration 61Q (51070.860000 sec): 3 clusters
  Score: Raw -3028466.695164 + Penalty 3351.318343 = -3025115.376821
  nChanged 35
		SP:Iteration 62Q (51071.210000 sec): 3 clusters
  Score: Raw -3028472.074585 + Penalty 3351.318343 = -3025120.756242
  nChanged 38
		SP:Iteration 63Q (51071.510000 sec): 3 clusters
  Score: Raw -3028478.784938 + Penalty 3351.318343 = -3025127.466595
  nChanged 43
		SP:Iteration 64Q (51071.830000 sec): 3 clusters
  Score: Raw -3028486.868813 + Penalty 3351.318343 = -3025135.550470
  nChanged 55
		SP:Iteration 65Q (51072.140000 sec): 3 clusters
  Score: Raw -3028494.478135 + Penalty 3351.318343 = -3025143.159792
  nChanged 46
		SP:Iteration 66Q (51072.440000 sec): 3 clusters
  Score: Raw -3028499.788095 + Penalty 3351.318343 = -3025148.469752
  nChanged 38
		SP:Iteration 67Q (51072.760000 sec): 3 clusters
  Score: Raw -3028504.933317 + Penalty 3351.318343 = -3025153.614974
  nChanged 42
		SP:Iteration 68Q (51073.050000 sec): 3 clusters
  Score: Raw -3028511.792835 + Penalty 3351.318343 = -3025160.474492
  nChanged 43
		SP:Iteration 69Q (51073.390000 sec): 3 clusters
  Score: Raw -3028520.395363 + Penalty 3351.318343 = -3025169.077020
  nChanged 47
		SP:Iteration 70Q (51073.750000 sec): 3 clusters
  Score: Raw -3028528.961822 + Penalty 3351.318343 = -3025177.643479
  nChanged 37
		SP:Iteration 71Q (51074.060000 sec): 3 clusters
  Score: Raw -3028534.746106 + Penalty 3351.318343 = -3025183.427763
  nChanged 33
		SP:Iteration 72Q (51074.420000 sec): 3 clusters
  Score: Raw -3028541.349785 + Penalty 3351.318343 = -3025190.031442
  nChanged 33
		SP:Iteration 73Q (51074.790000 sec): 3 clusters
  Score: Raw -3028546.072894 + Penalty 3351.318343 = -3025194.754551
  nChanged 35
		SP:Iteration 74Q (51075.120000 sec): 3 clusters
  Score: Raw -3028551.793408 + Penalty 3351.318343 = -3025200.475065
  nChanged 31
		SP:Iteration 75Q (51075.500000 sec): 3 clusters
  Score: Raw -3028557.590682 + Penalty 3351.318343 = -3025206.272339
  nChanged 35
		SP:Iteration 76Q (51075.900000 sec): 3 clusters
  Score: Raw -3028563.011135 + Penalty 3351.318343 = -3025211.692792
  nChanged 26
		SP:Iteration 77Q (51076.240000 sec): 3 clusters
  Score: Raw -3028566.973838 + Penalty 3351.318343 = -3025215.655494
  nChanged 20
		SP:Iteration 78Q (51076.570000 sec): 3 clusters
  Score: Raw -3028570.423341 + Penalty 3351.318343 = -3025219.104998
  nChanged 22
		SP:Iteration 79Q (51076.970000 sec): 3 clusters
  Score: Raw -3028573.202126 + Penalty 3351.318343 = -3025221.883783
  nChanged 13
		SP:Iteration 80F (51077.280000 sec): 3 clusters
  Score: Raw -3028574.938225 + Penalty 3351.318343 = -3025223.619882
  nChanged 12
		SP:Iteration 81Q (51077.630000 sec): 3 clusters
  Score: Raw -3028576.292629 + Penalty 3351.318343 = -3025224.974286
  nChanged 15
		SP:Iteration 82Q (51077.950000 sec): 3 clusters
  Score: Raw -3028578.289399 + Penalty 3351.318343 = -3025226.971056
  nChanged 16
		SP:Iteration 83Q (51078.310000 sec): 3 clusters
  Score: Raw -3028580.289546 + Penalty 3351.318343 = -3025228.971202
  nChanged 14
		SP:Iteration 84Q (51078.590000 sec): 3 clusters
  Score: Raw -3028581.845629 + Penalty 3351.318343 = -3025230.527286
  nChanged 16
		SP:Iteration 85Q (51078.960000 sec): 3 clusters
  Score: Raw -3028583.606139 + Penalty 3351.318343 = -3025232.287796
  nChanged 16
		SP:Iteration 86Q (51079.310000 sec): 3 clusters
  Score: Raw -3028585.508741 + Penalty 3351.318343 = -3025234.190397
  nChanged 17
		SP:Iteration 87Q (51079.550000 sec): 3 clusters
  Score: Raw -3028587.014800 + Penalty 3351.318343 = -3025235.696457
  nChanged 11
		SP:Iteration 88Q (51079.880000 sec): 3 clusters
  Score: Raw -3028588.209960 + Penalty 3351.318343 = -3025236.891617
  nChanged 12
		SP:Iteration 89Q (51080.210000 sec): 3 clusters
  Score: Raw -3028589.518361 + Penalty 3351.318343 = -3025238.200018
  nChanged 10
		SP:Iteration 90Q (51080.530000 sec): 3 clusters
  Score: Raw -3028590.500046 + Penalty 3351.318343 = -3025239.181703
  nChanged 7
		SP:Iteration 91Q (51080.800000 sec): 3 clusters
  Score: Raw -3028591.425855 + Penalty 3351.318343 = -3025240.107512
  nChanged 9
		SP:Iteration 92Q (51081.140000 sec): 3 clusters
  Score: Raw -3028592.076405 + Penalty 3351.318343 = -3025240.758062
  nChanged 7
		SP:Iteration 93Q (51081.490000 sec): 3 clusters
  Score: Raw -3028592.758616 + Penalty 3351.318343 = -3025241.440273
  nChanged 11
		SP:Iteration 94Q (51081.820000 sec): 3 clusters
  Score: Raw -3028593.579174 + Penalty 3351.318343 = -3025242.260831
  nChanged 6
		SP:Iteration 95Q (51082.160000 sec): 3 clusters
  Score: Raw -3028594.221218 + Penalty 3351.318343 = -3025242.902874
  nChanged 5
		SP:Iteration 96Q (51082.510000 sec): 3 clusters
  Score: Raw -3028594.705412 + Penalty 3351.318343 = -3025243.387069
  nChanged 5
		SP:Iteration 97Q (51082.830000 sec): 3 clusters
  Score: Raw -3028595.438945 + Penalty 3351.318343 = -3025244.120602
  nChanged 7
		SP:Iteration 98Q (51083.140000 sec): 3 clusters
  Score: Raw -3028596.114387 + Penalty 3351.318343 = -3025244.796044
  nChanged 7
		SP:Iteration 99Q (51083.480000 sec): 3 clusters
  Score: Raw -3028596.753218 + Penalty 3351.318343 = -3025245.434875
  nChanged 6
		SP:Iteration 100F (51083.770000 sec): 3 clusters
  Score: Raw -3028597.443562 + Penalty 3351.318343 = -3025246.125219
  nChanged 13
		SP:Iteration 101Q (51084.130000 sec): 3 clusters
  Score: Raw -3028598.654802 + Penalty 3351.318343 = -3025247.336459
  nChanged 8
		SP:Iteration 102Q (51084.460000 sec): 3 clusters
  Score: Raw -3028599.961283 + Penalty 3351.318343 = -3025248.642940
  nChanged 5
		SP:Iteration 103Q (51084.840000 sec): 3 clusters
  Score: Raw -3028600.542726 + Penalty 3351.318343 = -3025249.224383
  nChanged 8
		SP:Iteration 104Q (51085.150000 sec): 3 clusters
  Score: Raw -3028601.642377 + Penalty 3351.318343 = -3025250.324034
  nChanged 7
		SP:Iteration 105Q (51085.510000 sec): 3 clusters
  Score: Raw -3028602.108670 + Penalty 3351.318343 = -3025250.790327
  nChanged 5
		SP:Iteration 106Q (51085.810000 sec): 3 clusters
  Score: Raw -3028602.517279 + Penalty 3351.318343 = -3025251.198936
  nChanged 4
		SP:Iteration 107Q (51086.220000 sec): 3 clusters
  Score: Raw -3028602.938183 + Penalty 3351.318343 = -3025251.619840
  nChanged 3
		SP:Iteration 108Q (51086.520000 sec): 3 clusters
  Score: Raw -3028603.511707 + Penalty 3351.318343 = -3025252.193364
  nChanged 1
		SP:Iteration 109Q (51086.840000 sec): 3 clusters
  Score: Raw -3028603.811849 + Penalty 3351.318343 = -3025252.493506
  nChanged 1
		SP:Iteration 110Q (51087.210000 sec): 3 clusters
  Score: Raw -3028603.959151 + Penalty 3351.318343 = -3025252.640808
  nChanged 1
		SP:Iteration 111Q (51087.550000 sec): 3 clusters
  Score: Raw -3028604.144517 + Penalty 3351.318343 = -3025252.826174
  nChanged 3
		SP:Iteration 112Q (51087.860000 sec): 3 clusters
  Score: Raw -3028604.287771 + Penalty 3351.318343 = -3025252.969428
  nChanged 0
		SP:Iteration 113F (51088.220000 sec): 3 clusters
  Score: Raw -3028604.287771 + Penalty 3351.318343 = -3025252.969428
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (4473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51088.390000 sec): 2 clusters
  Score: Raw -557221.368561 + Penalty 1365.944873 = -555855.423687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51088.570000 sec): 3 clusters
  Score: Raw -554966.134154 + Penalty 2731.889746 = -552234.244407
  nChanged 1739
		SP:Iteration 1F (51088.780000 sec): 3 clusters
  Score: Raw -555901.397360 + Penalty 2731.889746 = -553169.507614
  nChanged 284
		SP:Iteration 2F (51088.950000 sec): 3 clusters
  Score: Raw -556034.153158 + Penalty 2731.889746 = -553302.263412
  nChanged 195
		SP:Iteration 3Q (51089.170000 sec): 3 clusters
  Score: Raw -556104.552405 + Penalty 2731.889746 = -553372.662659
  nChanged 134
		SP:Iteration 4Q (51089.390000 sec): 3 clusters
  Score: Raw -556155.013196 + Penalty 2731.889746 = -553423.123450
  nChanged 113
		SP:Iteration 5Q (51089.590000 sec): 3 clusters
  Score: Raw -556197.124576 + Penalty 2731.889746 = -553465.234829
  nChanged 102
		SP:Iteration 6Q (51089.790000 sec): 3 clusters
  Score: Raw -556234.001918 + Penalty 2731.889746 = -553502.112172
  nChanged 90
		SP:Iteration 7Q (51089.990000 sec): 3 clusters
  Score: Raw -556263.352031 + Penalty 2731.889746 = -553531.462285
  nChanged 72
		SP:Iteration 8Q (51090.170000 sec): 3 clusters
  Score: Raw -556285.985832 + Penalty 2731.889746 = -553554.096086
  nChanged 73
		SP:Iteration 9Q (51090.350000 sec): 3 clusters
  Score: Raw -556316.557469 + Penalty 2731.889746 = -553584.667722
  nChanged 82
		SP:Iteration 10Q (51090.560000 sec): 3 clusters
  Score: Raw -556348.486035 + Penalty 2731.889746 = -553616.596289
  nChanged 69
		SP:Iteration 11Q (51090.810000 sec): 3 clusters
  Score: Raw -556373.497117 + Penalty 2731.889746 = -553641.607371
  nChanged 63
		SP:Iteration 12Q (51090.990000 sec): 3 clusters
  Score: Raw -556394.542042 + Penalty 2731.889746 = -553662.652295
  nChanged 64
		SP:Iteration 13Q (51091.160000 sec): 3 clusters
  Score: Raw -556419.977963 + Penalty 2731.889746 = -553688.088217
  nChanged 63
		SP:Iteration 14Q (51091.350000 sec): 3 clusters
  Score: Raw -556444.521493 + Penalty 2731.889746 = -553712.631747
  nChanged 73
		SP:Iteration 15Q (51091.540000 sec): 3 clusters
  Score: Raw -556474.978072 + Penalty 2731.889746 = -553743.088326
  nChanged 81
		SP:Iteration 16Q (51091.740000 sec): 3 clusters
  Score: Raw -556509.136162 + Penalty 2731.889746 = -553777.246416
  nChanged 68
		SP:Iteration 17Q (51091.930000 sec): 3 clusters
  Score: Raw -556535.196549 + Penalty 2731.889746 = -553803.306803
  nChanged 67
		SP:Iteration 18Q (51092.120000 sec): 3 clusters
  Score: Raw -556562.457838 + Penalty 2731.889746 = -553830.568092
  nChanged 70
		SP:Iteration 19Q (51092.340000 sec): 3 clusters
  Score: Raw -556592.623591 + Penalty 2731.889746 = -553860.733845
  nChanged 71
		SP:Iteration 20F (51092.500000 sec): 3 clusters
  Score: Raw -556627.720005 + Penalty 2731.889746 = -553895.830259
  nChanged 78
		SP:Iteration 21Q (51092.640000 sec): 3 clusters
  Score: Raw -556664.576886 + Penalty 2731.889746 = -553932.687140
  nChanged 76
		SP:Iteration 22Q (51092.860000 sec): 3 clusters
  Score: Raw -556708.414319 + Penalty 2731.889746 = -553976.524573
  nChanged 73
		SP:Iteration 23Q (51093.050000 sec): 3 clusters
  Score: Raw -556753.310017 + Penalty 2731.889746 = -554021.420271
  nChanged 83
		SP:Iteration 24Q (51093.310000 sec): 3 clusters
  Score: Raw -556802.521215 + Penalty 2731.889746 = -554070.631469
  nChanged 83
		SP:Iteration 25Q (51093.500000 sec): 3 clusters
  Score: Raw -556849.635670 + Penalty 2731.889746 = -554117.745924
  nChanged 68
		SP:Iteration 26Q (51093.720000 sec): 3 clusters
  Score: Raw -556887.694974 + Penalty 2731.889746 = -554155.805227
  nChanged 62
		SP:Iteration 27Q (51093.920000 sec): 3 clusters
  Score: Raw -556925.020208 + Penalty 2731.889746 = -554193.130461
  nChanged 67
		SP:Iteration 28Q (51094.110000 sec): 3 clusters
  Score: Raw -556968.169382 + Penalty 2731.889746 = -554236.279636
  nChanged 61
		SP:Iteration 29Q (51094.280000 sec): 3 clusters
  Score: Raw -557011.386326 + Penalty 2731.889746 = -554279.496580
  nChanged 66
		SP:Iteration 30Q (51094.490000 sec): 3 clusters
  Score: Raw -557063.569009 + Penalty 2731.889746 = -554331.679263
  nChanged 55
		SP:Iteration 31Q (51094.690000 sec): 3 clusters
  Score: Raw -557107.933627 + Penalty 2731.889746 = -554376.043881
  nChanged 56
		SP:Iteration 32Q (51094.900000 sec): 3 clusters
  Score: Raw -557151.079284 + Penalty 2731.889746 = -554419.189538
  nChanged 45
		SP:Iteration 33Q (51095.100000 sec): 3 clusters
  Score: Raw -557180.045498 + Penalty 2731.889746 = -554448.155751
  nChanged 33
		SP:Iteration 34Q (51095.240000 sec): 3 clusters
  Score: Raw -557203.797065 + Penalty 2731.889746 = -554471.907319
  nChanged 32
		SP:Iteration 35Q (51095.460000 sec): 3 clusters
  Score: Raw -557233.596764 + Penalty 2731.889746 = -554501.707018
  nChanged 30
		SP:Iteration 36Q (51095.690000 sec): 3 clusters
  Score: Raw -557251.369450 + Penalty 2731.889746 = -554519.479704
  nChanged 22
		SP:Iteration 37Q (51095.930000 sec): 3 clusters
  Score: Raw -557266.440993 + Penalty 2731.889746 = -554534.551247
  nChanged 19
		SP:Iteration 38Q (51096.100000 sec): 3 clusters
  Score: Raw -557279.234285 + Penalty 2731.889746 = -554547.344539
  nChanged 17
		SP:Iteration 39Q (51096.320000 sec): 3 clusters
  Score: Raw -557294.628608 + Penalty 2731.889746 = -554562.738862
  nChanged 15
		SP:Iteration 40F (51096.490000 sec): 3 clusters
  Score: Raw -557310.858974 + Penalty 2731.889746 = -554578.969228
  nChanged 19
		SP:Iteration 41Q (51096.730000 sec): 3 clusters
  Score: Raw -557325.351417 + Penalty 2731.889746 = -554593.461671
  nChanged 13
		SP:Iteration 42Q (51096.920000 sec): 3 clusters
  Score: Raw -557332.161181 + Penalty 2731.889746 = -554600.271435
  nChanged 9
		SP:Iteration 43Q (51097.140000 sec): 3 clusters
  Score: Raw -557338.951310 + Penalty 2731.889746 = -554607.061564
  nChanged 6
		SP:Iteration 44Q (51097.360000 sec): 3 clusters
  Score: Raw -557344.613552 + Penalty 2731.889746 = -554612.723806
  nChanged 9
		SP:Iteration 45Q (51097.550000 sec): 3 clusters
  Score: Raw -557349.600163 + Penalty 2731.889746 = -554617.710417
  nChanged 6
		SP:Iteration 46Q (51097.730000 sec): 3 clusters
  Score: Raw -557352.968569 + Penalty 2731.889746 = -554621.078823
  nChanged 4
		SP:Iteration 47Q (51097.900000 sec): 3 clusters
  Score: Raw -557355.368423 + Penalty 2731.889746 = -554623.478677
  nChanged 6
		SP:Iteration 48Q (51098.140000 sec): 3 clusters
  Score: Raw -557359.285351 + Penalty 2731.889746 = -554627.395605
  nChanged 3
		SP:Iteration 49Q (51098.360000 sec): 3 clusters
  Score: Raw -557360.271811 + Penalty 2731.889746 = -554628.382065
  nChanged 3
		SP:Iteration 50Q (51098.530000 sec): 3 clusters
  Score: Raw -557361.724528 + Penalty 2731.889746 = -554629.834781
  nChanged 0
		SP:Iteration 51F (51098.730000 sec): 3 clusters
  Score: Raw -557361.724528 + Penalty 2731.889746 = -554629.834781
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (25587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51098.970000 sec): 2 clusters
  Score: Raw -2867338.285788 + Penalty 1649.348949 = -2865688.936839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51099.320000 sec): 3 clusters
  Score: Raw -2851626.764064 + Penalty 3298.697899 = -2848328.066165
  nChanged 11702
		SP:Iteration 1F (51099.640000 sec): 3 clusters
  Score: Raw -2858319.059312 + Penalty 3298.697899 = -2855020.361413
  nChanged 1451
		SP:Iteration 2F (51099.960000 sec): 3 clusters
  Score: Raw -2859062.447587 + Penalty 3298.697899 = -2855763.749688
  nChanged 1435
		SP:Iteration 3F (51100.350000 sec): 3 clusters
  Score: Raw -2859816.651444 + Penalty 3298.697899 = -2856517.953545
  nChanged 1381
		SP:Iteration 4F (51100.740000 sec): 3 clusters
  Score: Raw -2860659.006093 + Penalty 3298.697899 = -2857360.308194
  nChanged 1502
		SP:Iteration 5F (51101.100000 sec): 3 clusters
  Score: Raw -2861612.456635 + Penalty 3298.697899 = -2858313.758736
  nChanged 1505
		SP:Iteration 6F (51101.400000 sec): 3 clusters
  Score: Raw -2862567.909057 + Penalty 3298.697899 = -2859269.211158
  nChanged 1420
		SP:Iteration 7F (51101.760000 sec): 3 clusters
  Score: Raw -2863483.329024 + Penalty 3298.697899 = -2860184.631125
  nChanged 1344
		SP:Iteration 8F (51102.030000 sec): 3 clusters
  Score: Raw -2864267.023886 + Penalty 3298.697899 = -2860968.325987
  nChanged 1093
		SP:Iteration 9Q (51102.360000 sec): 3 clusters
  Score: Raw -2864746.641929 + Penalty 3298.697899 = -2861447.944030
  nChanged 799
		SP:Iteration 10Q (51102.680000 sec): 3 clusters
  Score: Raw -2865023.776510 + Penalty 3298.697899 = -2861725.078611
  nChanged 604
		SP:Iteration 11Q (51102.940000 sec): 3 clusters
  Score: Raw -2865203.316673 + Penalty 3298.697899 = -2861904.618774
  nChanged 450
		SP:Iteration 12Q (51103.260000 sec): 3 clusters
  Score: Raw -2865308.225603 + Penalty 3298.697899 = -2862009.527704
  nChanged 344
		SP:Iteration 13Q (51103.580000 sec): 3 clusters
  Score: Raw -2865385.244984 + Penalty 3298.697899 = -2862086.547085
  nChanged 316
		SP:Iteration 14Q (51103.840000 sec): 3 clusters
  Score: Raw -2865460.889035 + Penalty 3298.697899 = -2862162.191136
  nChanged 308
		SP:Iteration 15Q (51104.130000 sec): 3 clusters
  Score: Raw -2865530.423145 + Penalty 3298.697899 = -2862231.725246
  nChanged 286
		SP:Iteration 16Q (51104.440000 sec): 3 clusters
  Score: Raw -2865594.234507 + Penalty 3298.697899 = -2862295.536609
  nChanged 264
		SP:Iteration 17Q (51104.730000 sec): 3 clusters
  Score: Raw -2865652.789252 + Penalty 3298.697899 = -2862354.091353
  nChanged 289
		SP:Iteration 18Q (51105.050000 sec): 3 clusters
  Score: Raw -2865715.710653 + Penalty 3298.697899 = -2862417.012754
  nChanged 250
		SP:Iteration 19Q (51105.410000 sec): 3 clusters
  Score: Raw -2865766.638446 + Penalty 3298.697899 = -2862467.940547
  nChanged 220
		SP:Iteration 20F (51105.770000 sec): 3 clusters
  Score: Raw -2865811.248002 + Penalty 3298.697899 = -2862512.550103
  nChanged 225
		SP:Iteration 21Q (51106.100000 sec): 3 clusters
  Score: Raw -2865856.830033 + Penalty 3298.697899 = -2862558.132135
  nChanged 234
		SP:Iteration 22Q (51106.450000 sec): 3 clusters
  Score: Raw -2865905.164397 + Penalty 3298.697899 = -2862606.466498
  nChanged 240
		SP:Iteration 23Q (51106.790000 sec): 3 clusters
  Score: Raw -2865954.031522 + Penalty 3298.697899 = -2862655.333623
  nChanged 228
		SP:Iteration 24Q (51107.130000 sec): 3 clusters
  Score: Raw -2865997.262787 + Penalty 3298.697899 = -2862698.564888
  nChanged 226
		SP:Iteration 25Q (51107.460000 sec): 3 clusters
  Score: Raw -2866036.508760 + Penalty 3298.697899 = -2862737.810861
  nChanged 216
		SP:Iteration 26Q (51107.810000 sec): 3 clusters
  Score: Raw -2866077.157210 + Penalty 3298.697899 = -2862778.459311
  nChanged 243
		SP:Iteration 27Q (51108.160000 sec): 3 clusters
  Score: Raw -2866124.571067 + Penalty 3298.697899 = -2862825.873168
  nChanged 234
		SP:Iteration 28Q (51108.480000 sec): 3 clusters
  Score: Raw -2866176.109071 + Penalty 3298.697899 = -2862877.411172
  nChanged 254
		SP:Iteration 29Q (51108.880000 sec): 3 clusters
  Score: Raw -2866234.109491 + Penalty 3298.697899 = -2862935.411592
  nChanged 245
		SP:Iteration 30Q (51109.240000 sec): 3 clusters
  Score: Raw -2866286.078486 + Penalty 3298.697899 = -2862987.380587
  nChanged 260
		SP:Iteration 31Q (51109.590000 sec): 3 clusters
  Score: Raw -2866345.938656 + Penalty 3298.697899 = -2863047.240757
  nChanged 254
		SP:Iteration 32Q (51110.000000 sec): 3 clusters
  Score: Raw -2866398.089536 + Penalty 3298.697899 = -2863099.391637
  nChanged 225
		SP:Iteration 33Q (51110.380000 sec): 3 clusters
  Score: Raw -2866442.525939 + Penalty 3298.697899 = -2863143.828040
  nChanged 191
		SP:Iteration 34Q (51110.740000 sec): 3 clusters
  Score: Raw -2866478.540634 + Penalty 3298.697899 = -2863179.842736
  nChanged 190
		SP:Iteration 35Q (51111.030000 sec): 3 clusters
  Score: Raw -2866517.428903 + Penalty 3298.697899 = -2863218.731004
  nChanged 193
		SP:Iteration 36Q (51111.370000 sec): 3 clusters
  Score: Raw -2866553.975985 + Penalty 3298.697899 = -2863255.278086
  nChanged 168
		SP:Iteration 37Q (51111.710000 sec): 3 clusters
  Score: Raw -2866582.910572 + Penalty 3298.697899 = -2863284.212673
  nChanged 151
		SP:Iteration 38Q (51112.090000 sec): 3 clusters
  Score: Raw -2866606.541850 + Penalty 3298.697899 = -2863307.843951
  nChanged 147
		SP:Iteration 39Q (51112.440000 sec): 3 clusters
  Score: Raw -2866629.737663 + Penalty 3298.697899 = -2863331.039764
  nChanged 163
		SP:Iteration 40F (51112.760000 sec): 3 clusters
  Score: Raw -2866655.116834 + Penalty 3298.697899 = -2863356.418935
  nChanged 168
		SP:Iteration 41Q (51113.080000 sec): 3 clusters
  Score: Raw -2866682.974638 + Penalty 3298.697899 = -2863384.276739
  nChanged 194
		SP:Iteration 42Q (51113.350000 sec): 3 clusters
  Score: Raw -2866718.989682 + Penalty 3298.697899 = -2863420.291784
  nChanged 185
		SP:Iteration 43Q (51113.660000 sec): 3 clusters
  Score: Raw -2866754.321332 + Penalty 3298.697899 = -2863455.623433
  nChanged 207
		SP:Iteration 44Q (51113.980000 sec): 3 clusters
  Score: Raw -2866792.605673 + Penalty 3298.697899 = -2863493.907774
  nChanged 183
		SP:Iteration 45Q (51114.290000 sec): 3 clusters
  Score: Raw -2866821.998528 + Penalty 3298.697899 = -2863523.300629
  nChanged 162
		SP:Iteration 46Q (51114.650000 sec): 3 clusters
  Score: Raw -2866850.841239 + Penalty 3298.697899 = -2863552.143340
  nChanged 186
		SP:Iteration 47Q (51115.000000 sec): 3 clusters
  Score: Raw -2866889.567574 + Penalty 3298.697899 = -2863590.869675
  nChanged 176
		SP:Iteration 48Q (51115.350000 sec): 3 clusters
  Score: Raw -2866922.587784 + Penalty 3298.697899 = -2863623.889885
  nChanged 170
		SP:Iteration 49Q (51115.700000 sec): 3 clusters
  Score: Raw -2866954.603542 + Penalty 3298.697899 = -2863655.905643
  nChanged 183
		SP:Iteration 50Q (51116.020000 sec): 3 clusters
  Score: Raw -2866989.542655 + Penalty 3298.697899 = -2863690.844756
  nChanged 165
		SP:Iteration 51Q (51116.400000 sec): 3 clusters
  Score: Raw -2867018.724328 + Penalty 3298.697899 = -2863720.026429
  nChanged 158
		SP:Iteration 52Q (51116.780000 sec): 3 clusters
  Score: Raw -2867045.647045 + Penalty 3298.697899 = -2863746.949146
  nChanged 163
		SP:Iteration 53Q (51117.210000 sec): 3 clusters
  Score: Raw -2867077.071592 + Penalty 3298.697899 = -2863778.373693
  nChanged 173
		SP:Iteration 54Q (51117.570000 sec): 3 clusters
  Score: Raw -2867109.438685 + Penalty 3298.697899 = -2863810.740786
  nChanged 163
		SP:Iteration 55Q (51117.880000 sec): 3 clusters
  Score: Raw -2867141.404217 + Penalty 3298.697899 = -2863842.706318
  nChanged 155
		SP:Iteration 56Q (51118.200000 sec): 3 clusters
  Score: Raw -2867172.090268 + Penalty 3298.697899 = -2863873.392370
  nChanged 146
		SP:Iteration 57Q (51118.510000 sec): 3 clusters
  Score: Raw -2867197.906237 + Penalty 3298.697899 = -2863899.208338
  nChanged 144
		SP:Iteration 58Q (51118.890000 sec): 3 clusters
  Score: Raw -2867224.086051 + Penalty 3298.697899 = -2863925.388152
  nChanged 145
		SP:Iteration 59Q (51119.210000 sec): 3 clusters
  Score: Raw -2867251.453101 + Penalty 3298.697899 = -2863952.755202
  nChanged 137
		SP:Iteration 60F (51119.560000 sec): 3 clusters
  Score: Raw -2867278.348418 + Penalty 3298.697899 = -2863979.650520
  nChanged 130
		SP:Iteration 61Q (51119.890000 sec): 3 clusters
  Score: Raw -2867300.757582 + Penalty 3298.697899 = -2864002.059683
  nChanged 111
		SP:Iteration 62Q (51120.210000 sec): 3 clusters
  Score: Raw -2867320.026259 + Penalty 3298.697899 = -2864021.328360
  nChanged 112
		SP:Iteration 63Q (51120.570000 sec): 3 clusters
  Score: Raw -2867341.633090 + Penalty 3298.697899 = -2864042.935191
  nChanged 103
		SP:Iteration 64Q (51120.890000 sec): 3 clusters
  Score: Raw -2867363.618806 + Penalty 3298.697899 = -2864064.920907
  nChanged 99
		SP:Iteration 65Q (51121.200000 sec): 3 clusters
  Score: Raw -2867382.076111 + Penalty 3298.697899 = -2864083.378212
  nChanged 96
		SP:Iteration 66Q (51121.500000 sec): 3 clusters
  Score: Raw -2867398.881026 + Penalty 3298.697899 = -2864100.183127
  nChanged 95
		SP:Iteration 67Q (51121.860000 sec): 3 clusters
  Score: Raw -2867416.929079 + Penalty 3298.697899 = -2864118.231180
  nChanged 116
		SP:Iteration 68Q (51122.250000 sec): 3 clusters
  Score: Raw -2867441.067763 + Penalty 3298.697899 = -2864142.369864
  nChanged 119
		SP:Iteration 69Q (51122.560000 sec): 3 clusters
  Score: Raw -2867467.801050 + Penalty 3298.697899 = -2864169.103151
  nChanged 121
		SP:Iteration 70Q (51122.860000 sec): 3 clusters
  Score: Raw -2867497.584319 + Penalty 3298.697899 = -2864198.886421
  nChanged 116
		SP:Iteration 71Q (51123.190000 sec): 3 clusters
  Score: Raw -2867524.982679 + Penalty 3298.697899 = -2864226.284780
  nChanged 107
		SP:Iteration 72Q (51123.490000 sec): 3 clusters
  Score: Raw -2867551.433585 + Penalty 3298.697899 = -2864252.735686
  nChanged 121
		SP:Iteration 73Q (51123.780000 sec): 3 clusters
  Score: Raw -2867584.239250 + Penalty 3298.697899 = -2864285.541351
  nChanged 127
		SP:Iteration 74Q (51124.100000 sec): 3 clusters
  Score: Raw -2867616.681105 + Penalty 3298.697899 = -2864317.983206
  nChanged 129
		SP:Iteration 75Q (51124.350000 sec): 3 clusters
  Score: Raw -2867649.505690 + Penalty 3298.697899 = -2864350.807791
  nChanged 126
		SP:Iteration 76Q (51124.680000 sec): 3 clusters
  Score: Raw -2867678.386983 + Penalty 3298.697899 = -2864379.689084
  nChanged 108
		SP:Iteration 77Q (51124.950000 sec): 3 clusters
  Score: Raw -2867702.876209 + Penalty 3298.697899 = -2864404.178310
  nChanged 130
		SP:Iteration 78Q (51125.300000 sec): 3 clusters
  Score: Raw -2867734.287672 + Penalty 3298.697899 = -2864435.589773
  nChanged 116
		SP:Iteration 79Q (51125.590000 sec): 3 clusters
  Score: Raw -2867761.408905 + Penalty 3298.697899 = -2864462.711006
  nChanged 126
		SP:Iteration 80F (51125.930000 sec): 3 clusters
  Score: Raw -2867791.955747 + Penalty 3298.697899 = -2864493.257848
  nChanged 121
		SP:Iteration 81Q (51126.210000 sec): 3 clusters
  Score: Raw -2867827.127192 + Penalty 3298.697899 = -2864528.429293
  nChanged 119
		SP:Iteration 82Q (51126.540000 sec): 3 clusters
  Score: Raw -2867861.604842 + Penalty 3298.697899 = -2864562.906943
  nChanged 114
		SP:Iteration 83Q (51126.860000 sec): 3 clusters
  Score: Raw -2867898.034316 + Penalty 3298.697899 = -2864599.336417
  nChanged 110
		SP:Iteration 84Q (51127.140000 sec): 3 clusters
  Score: Raw -2867932.967187 + Penalty 3298.697899 = -2864634.269288
  nChanged 107
		SP:Iteration 85Q (51127.480000 sec): 3 clusters
  Score: Raw -2867964.190819 + Penalty 3298.697899 = -2864665.492920
  nChanged 92
		SP:Iteration 86Q (51127.830000 sec): 3 clusters
  Score: Raw -2867986.043624 + Penalty 3298.697899 = -2864687.345725
  nChanged 71
		SP:Iteration 87Q (51128.160000 sec): 3 clusters
  Score: Raw -2868003.581749 + Penalty 3298.697899 = -2864704.883850
  nChanged 62
		SP:Iteration 88Q (51128.480000 sec): 3 clusters
  Score: Raw -2868020.896441 + Penalty 3298.697899 = -2864722.198542
  nChanged 68
		SP:Iteration 89Q (51128.780000 sec): 3 clusters
  Score: Raw -2868038.640894 + Penalty 3298.697899 = -2864739.942995
  nChanged 58
		SP:Iteration 90Q (51129.120000 sec): 3 clusters
  Score: Raw -2868052.468665 + Penalty 3298.697899 = -2864753.770767
  nChanged 47
		SP:Iteration 91Q (51129.450000 sec): 3 clusters
  Score: Raw -2868061.165754 + Penalty 3298.697899 = -2864762.467855
  nChanged 41
		SP:Iteration 92Q (51129.740000 sec): 3 clusters
  Score: Raw -2868068.207426 + Penalty 3298.697899 = -2864769.509527
  nChanged 32
		SP:Iteration 93Q (51130.130000 sec): 3 clusters
  Score: Raw -2868074.736266 + Penalty 3298.697899 = -2864776.038367
  nChanged 35
		SP:Iteration 94Q (51130.450000 sec): 3 clusters
  Score: Raw -2868081.302322 + Penalty 3298.697899 = -2864782.604424
  nChanged 30
		SP:Iteration 95Q (51130.790000 sec): 3 clusters
  Score: Raw -2868088.379981 + Penalty 3298.697899 = -2864789.682082
  nChanged 28
		SP:Iteration 96Q (51131.110000 sec): 3 clusters
  Score: Raw -2868094.173845 + Penalty 3298.697899 = -2864795.475946
  nChanged 31
		SP:Iteration 97Q (51131.420000 sec): 3 clusters
  Score: Raw -2868100.644453 + Penalty 3298.697899 = -2864801.946555
  nChanged 23
		SP:Iteration 98Q (51131.790000 sec): 3 clusters
  Score: Raw -2868106.107221 + Penalty 3298.697899 = -2864807.409322
  nChanged 29
		SP:Iteration 99Q (51132.100000 sec): 3 clusters
  Score: Raw -2868110.859817 + Penalty 3298.697899 = -2864812.161918
  nChanged 21
		SP:Iteration 100F (51132.410000 sec): 3 clusters
  Score: Raw -2868114.331731 + Penalty 3298.697899 = -2864815.633832
  nChanged 19
		SP:Iteration 101Q (51132.740000 sec): 3 clusters
  Score: Raw -2868117.972630 + Penalty 3298.697899 = -2864819.274731
  nChanged 22
		SP:Iteration 102Q (51133.070000 sec): 3 clusters
  Score: Raw -2868121.488082 + Penalty 3298.697899 = -2864822.790183
  nChanged 19
		SP:Iteration 103Q (51133.380000 sec): 3 clusters
  Score: Raw -2868125.053649 + Penalty 3298.697899 = -2864826.355750
  nChanged 22
		SP:Iteration 104Q (51133.660000 sec): 3 clusters
  Score: Raw -2868129.293488 + Penalty 3298.697899 = -2864830.595589
  nChanged 25
		SP:Iteration 105Q (51133.960000 sec): 3 clusters
  Score: Raw -2868133.077867 + Penalty 3298.697899 = -2864834.379968
  nChanged 18
		SP:Iteration 106Q (51134.250000 sec): 3 clusters
  Score: Raw -2868136.287848 + Penalty 3298.697899 = -2864837.589949
  nChanged 12
		SP:Iteration 107Q (51134.540000 sec): 3 clusters
  Score: Raw -2868138.813185 + Penalty 3298.697899 = -2864840.115286
  nChanged 13
		SP:Iteration 108Q (51134.840000 sec): 3 clusters
  Score: Raw -2868141.312357 + Penalty 3298.697899 = -2864842.614458
  nChanged 12
		SP:Iteration 109Q (51135.150000 sec): 3 clusters
  Score: Raw -2868143.119494 + Penalty 3298.697899 = -2864844.421595
  nChanged 8
		SP:Iteration 110Q (51135.400000 sec): 3 clusters
  Score: Raw -2868143.957625 + Penalty 3298.697899 = -2864845.259726
  nChanged 4
		SP:Iteration 111Q (51135.720000 sec): 3 clusters
  Score: Raw -2868144.312107 + Penalty 3298.697899 = -2864845.614209
  nChanged 4
		SP:Iteration 112Q (51136.040000 sec): 3 clusters
  Score: Raw -2868144.990379 + Penalty 3298.697899 = -2864846.292480
  nChanged 10
		SP:Iteration 113Q (51136.340000 sec): 3 clusters
  Score: Raw -2868146.655055 + Penalty 3298.697899 = -2864847.957156
  nChanged 9
		SP:Iteration 114Q (51136.700000 sec): 3 clusters
  Score: Raw -2868148.237835 + Penalty 3298.697899 = -2864849.539936
  nChanged 7
		SP:Iteration 115Q (51136.990000 sec): 3 clusters
  Score: Raw -2868149.149358 + Penalty 3298.697899 = -2864850.451459
  nChanged 5
		SP:Iteration 116Q (51137.370000 sec): 3 clusters
  Score: Raw -2868149.726125 + Penalty 3298.697899 = -2864851.028226
  nChanged 2
		SP:Iteration 117Q (51137.640000 sec): 3 clusters
  Score: Raw -2868150.047913 + Penalty 3298.697899 = -2864851.350014
  nChanged 2
		SP:Iteration 118Q (51137.910000 sec): 3 clusters
  Score: Raw -2868150.318458 + Penalty 3298.697899 = -2864851.620559
  nChanged 3
		SP:Iteration 119Q (51138.260000 sec): 3 clusters
  Score: Raw -2868150.968534 + Penalty 3298.697899 = -2864852.270635
  nChanged 6
		SP:Iteration 120F (51138.600000 sec): 3 clusters
  Score: Raw -2868151.797454 + Penalty 3298.697899 = -2864853.099555
  nChanged 7
		SP:Iteration 121Q (51138.880000 sec): 3 clusters
  Score: Raw -2868153.333231 + Penalty 3298.697899 = -2864854.635332
  nChanged 12
		SP:Iteration 122Q (51139.210000 sec): 3 clusters
  Score: Raw -2868156.307018 + Penalty 3298.697899 = -2864857.609119
  nChanged 13
		SP:Iteration 123Q (51139.550000 sec): 3 clusters
  Score: Raw -2868159.097220 + Penalty 3298.697899 = -2864860.399321
  nChanged 12
		SP:Iteration 124Q (51139.900000 sec): 3 clusters
  Score: Raw -2868162.377055 + Penalty 3298.697899 = -2864863.679156
  nChanged 14
		SP:Iteration 125Q (51140.240000 sec): 3 clusters
  Score: Raw -2868165.119496 + Penalty 3298.697899 = -2864866.421597
  nChanged 8
		SP:Iteration 126Q (51140.580000 sec): 3 clusters
  Score: Raw -2868166.408213 + Penalty 3298.697899 = -2864867.710314
  nChanged 5
		SP:Iteration 127Q (51140.880000 sec): 3 clusters
  Score: Raw -2868166.989651 + Penalty 3298.697899 = -2864868.291752
  nChanged 2
		SP:Iteration 128Q (51141.250000 sec): 3 clusters
  Score: Raw -2868167.250978 + Penalty 3298.697899 = -2864868.553079
  nChanged 2
		SP:Iteration 129Q (51141.620000 sec): 3 clusters
  Score: Raw -2868167.494033 + Penalty 3298.697899 = -2864868.796134
  nChanged 4
		SP:Iteration 130Q (51141.980000 sec): 3 clusters
  Score: Raw -2868168.178557 + Penalty 3298.697899 = -2864869.480658
  nChanged 3
		SP:Iteration 131Q (51142.350000 sec): 3 clusters
  Score: Raw -2868168.744756 + Penalty 3298.697899 = -2864870.046857
  nChanged 3
		SP:Iteration 132Q (51142.690000 sec): 3 clusters
  Score: Raw -2868169.190430 + Penalty 3298.697899 = -2864870.492531
  nChanged 2
		SP:Iteration 133Q (51143.000000 sec): 3 clusters
  Score: Raw -2868169.333185 + Penalty 3298.697899 = -2864870.635286
  nChanged 0
		SP:Iteration 134F (51143.330000 sec): 3 clusters
  Score: Raw -2868169.333185 + Penalty 3298.697899 = -2864870.635286
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51143.490000 sec): 2 clusters
  Score: Raw -225798.407187 + Penalty 1245.684933 = -224552.722255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51143.730000 sec): 3 clusters
  Score: Raw -225006.039742 + Penalty 2491.369865 = -222514.669877
  nChanged 802
		SP:Iteration 1F (51143.860000 sec): 3 clusters
  Score: Raw -226955.016652 + Penalty 2491.369865 = -224463.646787
  nChanged 328
		SP:Iteration 2F (51144.060000 sec): 3 clusters
  Score: Raw -228498.320464 + Penalty 2491.369865 = -226006.950599
  nChanged 190
		SP:Iteration 3F (51144.240000 sec): 3 clusters
  Score: Raw -229757.947859 + Penalty 2491.369865 = -227266.577994
  nChanged 80
		SP:Iteration 4Q (51144.450000 sec): 3 clusters
  Score: Raw -230928.310024 + Penalty 2491.369865 = -228436.940159
  nChanged 10
		SP:Iteration 5Q (51144.630000 sec): 3 clusters
  Score: Raw -230964.278378 + Penalty 2491.369865 = -228472.908512
  nChanged 2
		SP:Iteration 6Q (51144.800000 sec): 3 clusters
  Score: Raw -230966.618594 + Penalty 2491.369865 = -228475.248728
  nChanged 0
		SP:Iteration 7F (51144.980000 sec): 3 clusters
  Score: Raw -230966.618594 + Penalty 2491.369865 = -228475.248728
  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 11.42 GB.

 Trying to split cluster 37 (27783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51145.230000 sec): 2 clusters
  Score: Raw -3206989.153996 + Penalty 1662.729185 = -3205326.424810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51145.570000 sec): 3 clusters
  Score: Raw -3189916.878560 + Penalty 3325.458371 = -3186591.420190
  nChanged 12720
		SP:Iteration 1F (51145.860000 sec): 3 clusters
  Score: Raw -3196979.538671 + Penalty 3325.458371 = -3193654.080301
  nChanged 1371
		SP:Iteration 2Q (51146.210000 sec): 3 clusters
  Score: Raw -3197481.231125 + Penalty 3325.458371 = -3194155.772754
  nChanged 1315
		SP:Iteration 3Q (51146.550000 sec): 3 clusters
  Score: Raw -3197975.135817 + Penalty 3325.458371 = -3194649.677446
  nChanged 1248
		SP:Iteration 4Q (51146.890000 sec): 3 clusters
  Score: Raw -3198454.704395 + Penalty 3325.458371 = -3195129.246024
  nChanged 1263
		SP:Iteration 5Q (51147.190000 sec): 3 clusters
  Score: Raw -3198941.487843 + Penalty 3325.458371 = -3195616.029473
  nChanged 1211
		SP:Iteration 6Q (51147.530000 sec): 3 clusters
  Score: Raw -3199425.081593 + Penalty 3325.458371 = -3196099.623222
  nChanged 1157
		SP:Iteration 7Q (51147.850000 sec): 3 clusters
  Score: Raw -3199938.421024 + Penalty 3325.458371 = -3196612.962653
  nChanged 1155
		SP:Iteration 8Q (51148.130000 sec): 3 clusters
  Score: Raw -3200515.860470 + Penalty 3325.458371 = -3197190.402100
  nChanged 1225
		SP:Iteration 9Q (51148.450000 sec): 3 clusters
  Score: Raw -3201213.856355 + Penalty 3325.458371 = -3197888.397984
  nChanged 1281
		SP:Iteration 10Q (51148.770000 sec): 3 clusters
  Score: Raw -3201973.465823 + Penalty 3325.458371 = -3198648.007452
  nChanged 1253
		SP:Iteration 11Q (51149.090000 sec): 3 clusters
  Score: Raw -3202756.143552 + Penalty 3325.458371 = -3199430.685181
  nChanged 1229
		SP:Iteration 12Q (51149.430000 sec): 3 clusters
  Score: Raw -3203535.307598 + Penalty 3325.458371 = -3200209.849227
  nChanged 1082
		SP:Iteration 13Q (51149.760000 sec): 3 clusters
  Score: Raw -3204205.441473 + Penalty 3325.458371 = -3200879.983103
  nChanged 936
		SP:Iteration 14Q (51150.070000 sec): 3 clusters
  Score: Raw -3204770.000180 + Penalty 3325.458371 = -3201444.541810
  nChanged 810
		SP:Iteration 15Q (51150.460000 sec): 3 clusters
  Score: Raw -3205267.675025 + Penalty 3325.458371 = -3201942.216654
  nChanged 699
		SP:Iteration 16Q (51150.770000 sec): 3 clusters
  Score: Raw -3205679.529665 + Penalty 3325.458371 = -3202354.071294
  nChanged 647
		SP:Iteration 17Q (51151.100000 sec): 3 clusters
  Score: Raw -3206077.917813 + Penalty 3325.458371 = -3202752.459443
  nChanged 506
		SP:Iteration 18Q (51151.440000 sec): 3 clusters
  Score: Raw -3206395.497815 + Penalty 3325.458371 = -3203070.039444
  nChanged 408
		SP:Iteration 19Q (51151.770000 sec): 3 clusters
  Score: Raw -3206655.758674 + Penalty 3325.458371 = -3203330.300303
  nChanged 327
		SP:Iteration 20F (51152.110000 sec): 3 clusters
  Score: Raw -3206847.509098 + Penalty 3325.458371 = -3203522.050727
  nChanged 222
		SP:Iteration 21Q (51152.430000 sec): 3 clusters
  Score: Raw -3206968.773757 + Penalty 3325.458371 = -3203643.315387
  nChanged 171
		SP:Iteration 22Q (51152.760000 sec): 3 clusters
  Score: Raw -3207063.787342 + Penalty 3325.458371 = -3203738.328972
  nChanged 142
		SP:Iteration 23Q (51153.070000 sec): 3 clusters
  Score: Raw -3207152.232199 + Penalty 3325.458371 = -3203826.773828
  nChanged 122
		SP:Iteration 24Q (51153.370000 sec): 3 clusters
  Score: Raw -3207229.278962 + Penalty 3325.458371 = -3203903.820592
  nChanged 106
		SP:Iteration 25Q (51153.650000 sec): 3 clusters
  Score: Raw -3207295.210869 + Penalty 3325.458371 = -3203969.752498
  nChanged 88
		SP:Iteration 26Q (51153.990000 sec): 3 clusters
  Score: Raw -3207360.545493 + Penalty 3325.458371 = -3204035.087122
  nChanged 86
		SP:Iteration 27Q (51154.260000 sec): 3 clusters
  Score: Raw -3207414.036737 + Penalty 3325.458371 = -3204088.578366
  nChanged 75
		SP:Iteration 28Q (51154.570000 sec): 3 clusters
  Score: Raw -3207458.835386 + Penalty 3325.458371 = -3204133.377015
  nChanged 57
		SP:Iteration 29Q (51154.910000 sec): 3 clusters
  Score: Raw -3207496.055053 + Penalty 3325.458371 = -3204170.596682
  nChanged 59
		SP:Iteration 30Q (51155.200000 sec): 3 clusters
  Score: Raw -3207535.126982 + Penalty 3325.458371 = -3204209.668611
  nChanged 57
		SP:Iteration 31Q (51155.510000 sec): 3 clusters
  Score: Raw -3207579.550232 + Penalty 3325.458371 = -3204254.091861
  nChanged 61
		SP:Iteration 32Q (51155.860000 sec): 3 clusters
  Score: Raw -3207619.512040 + Penalty 3325.458371 = -3204294.053670
  nChanged 52
		SP:Iteration 33Q (51156.190000 sec): 3 clusters
  Score: Raw -3207655.175316 + Penalty 3325.458371 = -3204329.716945
  nChanged 53
		SP:Iteration 34Q (51156.490000 sec): 3 clusters
  Score: Raw -3207686.848316 + Penalty 3325.458371 = -3204361.389945
  nChanged 45
		SP:Iteration 35Q (51156.770000 sec): 3 clusters
  Score: Raw -3207709.406793 + Penalty 3325.458371 = -3204383.948422
  nChanged 32
		SP:Iteration 36Q (51157.070000 sec): 3 clusters
  Score: Raw -3207727.081024 + Penalty 3325.458371 = -3204401.622653
  nChanged 35
		SP:Iteration 37Q (51157.340000 sec): 3 clusters
  Score: Raw -3207746.129779 + Penalty 3325.458371 = -3204420.671409
  nChanged 36
		SP:Iteration 38Q (51157.610000 sec): 3 clusters
  Score: Raw -3207762.794234 + Penalty 3325.458371 = -3204437.335863
  nChanged 32
		SP:Iteration 39Q (51157.960000 sec): 3 clusters
  Score: Raw -3207780.527481 + Penalty 3325.458371 = -3204455.069110
  nChanged 34
		SP:Iteration 40F (51158.290000 sec): 3 clusters
  Score: Raw -3207806.631481 + Penalty 3325.458371 = -3204481.173110
  nChanged 47
		SP:Iteration 41Q (51158.640000 sec): 3 clusters
  Score: Raw -3207838.758280 + Penalty 3325.458371 = -3204513.299910
  nChanged 48
		SP:Iteration 42Q (51158.980000 sec): 3 clusters
  Score: Raw -3207873.889967 + Penalty 3325.458371 = -3204548.431596
  nChanged 46
		SP:Iteration 43Q (51159.300000 sec): 3 clusters
  Score: Raw -3207898.763732 + Penalty 3325.458371 = -3204573.305362
  nChanged 39
		SP:Iteration 44Q (51159.660000 sec): 3 clusters
  Score: Raw -3207916.227987 + Penalty 3325.458371 = -3204590.769616
  nChanged 31
		SP:Iteration 45Q (51160.020000 sec): 3 clusters
  Score: Raw -3207931.029436 + Penalty 3325.458371 = -3204605.571065
  nChanged 29
		SP:Iteration 46Q (51160.330000 sec): 3 clusters
  Score: Raw -3207943.339889 + Penalty 3325.458371 = -3204617.881518
  nChanged 21
		SP:Iteration 47Q (51160.660000 sec): 3 clusters
  Score: Raw -3207951.266375 + Penalty 3325.458371 = -3204625.808004
  nChanged 23
		SP:Iteration 48Q (51161.020000 sec): 3 clusters
  Score: Raw -3207959.850409 + Penalty 3325.458371 = -3204634.392038
  nChanged 22
		SP:Iteration 49Q (51161.360000 sec): 3 clusters
  Score: Raw -3207969.922264 + Penalty 3325.458371 = -3204644.463894
  nChanged 20
		SP:Iteration 50Q (51161.680000 sec): 3 clusters
  Score: Raw -3207977.625154 + Penalty 3325.458371 = -3204652.166784
  nChanged 22
		SP:Iteration 51Q (51162.040000 sec): 3 clusters
  Score: Raw -3207986.799183 + Penalty 3325.458371 = -3204661.340812
  nChanged 19
		SP:Iteration 52Q (51162.360000 sec): 3 clusters
  Score: Raw -3207994.151074 + Penalty 3325.458371 = -3204668.692703
  nChanged 18
		SP:Iteration 53Q (51162.680000 sec): 3 clusters
  Score: Raw -3208000.204495 + Penalty 3325.458371 = -3204674.746124
  nChanged 16
		SP:Iteration 54Q (51162.980000 sec): 3 clusters
  Score: Raw -3208006.667982 + Penalty 3325.458371 = -3204681.209611
  nChanged 15
		SP:Iteration 55Q (51163.360000 sec): 3 clusters
  Score: Raw -3208011.852102 + Penalty 3325.458371 = -3204686.393732
  nChanged 15
		SP:Iteration 56Q (51163.630000 sec): 3 clusters
  Score: Raw -3208018.039224 + Penalty 3325.458371 = -3204692.580854
  nChanged 11
		SP:Iteration 57Q (51163.960000 sec): 3 clusters
  Score: Raw -3208021.625865 + Penalty 3325.458371 = -3204696.167494
  nChanged 8
		SP:Iteration 58Q (51164.300000 sec): 3 clusters
  Score: Raw -3208023.486857 + Penalty 3325.458371 = -3204698.028487
  nChanged 6
		SP:Iteration 59Q (51164.640000 sec): 3 clusters
  Score: Raw -3208025.587994 + Penalty 3325.458371 = -3204700.129624
  nChanged 7
		SP:Iteration 60F (51164.990000 sec): 3 clusters
  Score: Raw -3208027.319733 + Penalty 3325.458371 = -3204701.861362
  nChanged 6
		SP:Iteration 61Q (51165.270000 sec): 3 clusters
  Score: Raw -3208028.809866 + Penalty 3325.458371 = -3204703.351495
  nChanged 4
		SP:Iteration 62Q (51165.620000 sec): 3 clusters
  Score: Raw -3208030.115222 + Penalty 3325.458371 = -3204704.656852
  nChanged 7
		SP:Iteration 63Q (51165.870000 sec): 3 clusters
  Score: Raw -3208032.224154 + Penalty 3325.458371 = -3204706.765784
  nChanged 4
		SP:Iteration 64Q (51166.160000 sec): 3 clusters
  Score: Raw -3208033.391999 + Penalty 3325.458371 = -3204707.933628
  nChanged 2
		SP:Iteration 65Q (51166.520000 sec): 3 clusters
  Score: Raw -3208033.852992 + Penalty 3325.458371 = -3204708.394622
  nChanged 1
		SP:Iteration 66Q (51166.880000 sec): 3 clusters
  Score: Raw -3208034.052759 + Penalty 3325.458371 = -3204708.594389
  nChanged 1
		SP:Iteration 67Q (51167.180000 sec): 3 clusters
  Score: Raw -3208034.335649 + Penalty 3325.458371 = -3204708.877278
  nChanged 1
		SP:Iteration 68Q (51167.460000 sec): 3 clusters
  Score: Raw -3208034.791852 + Penalty 3325.458371 = -3204709.333482
  nChanged 2
		SP:Iteration 69Q (51167.770000 sec): 3 clusters
  Score: Raw -3208035.164225 + Penalty 3325.458371 = -3204709.705854
  nChanged 2
		SP:Iteration 70Q (51168.080000 sec): 3 clusters
  Score: Raw -3208035.576296 + Penalty 3325.458371 = -3204710.117926
  nChanged 2
		SP:Iteration 71Q (51168.390000 sec): 3 clusters
  Score: Raw -3208036.174639 + Penalty 3325.458371 = -3204710.716268
  nChanged 2
		SP:Iteration 72Q (51168.650000 sec): 3 clusters
  Score: Raw -3208036.643041 + Penalty 3325.458371 = -3204711.184670
  nChanged 1
		SP:Iteration 73Q (51168.960000 sec): 3 clusters
  Score: Raw -3208036.797679 + Penalty 3325.458371 = -3204711.339309
  nChanged 2
		SP:Iteration 74Q (51169.240000 sec): 3 clusters
  Score: Raw -3208037.356249 + Penalty 3325.458371 = -3204711.897878
  nChanged 5
		SP:Iteration 75Q (51169.510000 sec): 3 clusters
  Score: Raw -3208039.222117 + Penalty 3325.458371 = -3204713.763746
  nChanged 6
		SP:Iteration 76Q (51169.800000 sec): 3 clusters
  Score: Raw -3208040.930405 + Penalty 3325.458371 = -3204715.472035
  nChanged 3
		SP:Iteration 77Q (51170.070000 sec): 3 clusters
  Score: Raw -3208041.996792 + Penalty 3325.458371 = -3204716.538421
  nChanged 1
		SP:Iteration 78Q (51170.400000 sec): 3 clusters
  Score: Raw -3208042.178150 + Penalty 3325.458371 = -3204716.719780
  nChanged 0
		SP:Iteration 79F (51170.670000 sec): 3 clusters
  Score: Raw -3208042.178150 + Penalty 3325.458371 = -3204716.719780
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51170.800000 sec): 2 clusters
  Score: Raw -109818.156773 + Penalty 1118.895321 = -108699.261452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51170.970000 sec): 3 clusters
  Score: Raw -109546.035795 + Penalty 2237.790643 = -107308.245152
  nChanged 291
		SP:Iteration 1F (51171.140000 sec): 3 clusters
  Score: Raw -109989.575716 + Penalty 2237.790643 = -107751.785073
  nChanged 105
		SP:Iteration 2F (51171.300000 sec): 3 clusters
  Score: Raw -110327.832879 + Penalty 2237.790643 = -108090.042236
  nChanged 106
		SP:Iteration 3F (51171.480000 sec): 3 clusters
  Score: Raw -110755.331674 + Penalty 2237.790643 = -108517.541032
  nChanged 76
		SP:Iteration 4F (51171.660000 sec): 3 clusters
  Score: Raw -111164.422192 + Penalty 2237.790643 = -108926.631549
  nChanged 61
		SP:Iteration 5F (51171.880000 sec): 3 clusters
  Score: Raw -111579.167579 + Penalty 2237.790643 = -109341.376936
  nChanged 54
		SP:Iteration 6F (51172.140000 sec): 3 clusters
  Score: Raw -111938.565683 + Penalty 2237.790643 = -109700.775040
  nChanged 20
		SP:Iteration 7Q (51172.270000 sec): 3 clusters
  Score: Raw -112138.444576 + Penalty 2237.790643 = -109900.653933
  nChanged 4
		SP:Iteration 8Q (51172.480000 sec): 3 clusters
  Score: Raw -112194.417231 + Penalty 2237.790643 = -109956.626588
  nChanged 2
		SP:Iteration 9Q (51172.650000 sec): 3 clusters
  Score: Raw -112221.980363 + Penalty 2237.790643 = -109984.189720
  nChanged 2
		SP:Iteration 10Q (51172.780000 sec): 3 clusters
  Score: Raw -112240.708171 + Penalty 2237.790643 = -110002.917528
  nChanged 0
		SP:Iteration 11F (51172.940000 sec): 3 clusters
  Score: Raw -112246.991872 + Penalty 2237.790643 = -110009.201229
  nChanged 1
		SP:Iteration 12Q (51173.120000 sec): 3 clusters
  Score: Raw -112266.203613 + Penalty 2237.790643 = -110028.412971
  nChanged 4
		SP:Iteration 13Q (51173.310000 sec): 3 clusters
  Score: Raw -112314.385209 + Penalty 2237.790643 = -110076.594566
  nChanged 5
		SP:Iteration 14Q (51173.450000 sec): 3 clusters
  Score: Raw -112360.421675 + Penalty 2237.790643 = -110122.631033
  nChanged 5
		SP:Iteration 15Q (51173.630000 sec): 3 clusters
  Score: Raw -112415.812857 + Penalty 2237.790643 = -110178.022214
  nChanged 4
		SP:Iteration 16Q (51173.790000 sec): 3 clusters
  Score: Raw -112504.339707 + Penalty 2237.790643 = -110266.549064
  nChanged 8
		SP:Iteration 17Q (51173.980000 sec): 3 clusters
  Score: Raw -112598.492696 + Penalty 2237.790643 = -110360.702054
  nChanged 6
		SP:Iteration 18Q (51174.160000 sec): 3 clusters
  Score: Raw -112683.200235 + Penalty 2237.790643 = -110445.409592
  nChanged 5
		SP:Iteration 19Q (51174.290000 sec): 3 clusters
  Score: Raw -112764.080430 + Penalty 2237.790643 = -110526.289788
  nChanged 9
		SP:Iteration 20F (51174.480000 sec): 3 clusters
  Score: Raw -112970.202052 + Penalty 2237.790643 = -110732.411410
  nChanged 2
		SP:Iteration 21Q (51174.680000 sec): 3 clusters
  Score: Raw -113055.562474 + Penalty 2237.790643 = -110817.771831
  nChanged 0
		SP:Iteration 22F (51174.880000 sec): 3 clusters
  Score: Raw -113055.562474 + Penalty 2237.790643 = -110817.771831
  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 11.42 GB.

 Trying to split cluster 39 (4472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51175.080000 sec): 2 clusters
  Score: Raw -524032.318092 + Penalty 1365.908540 = -522666.409552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51175.310000 sec): 3 clusters
  Score: Raw -521755.164563 + Penalty 2731.817080 = -519023.347483
  nChanged 1779
		SP:Iteration 1F (51175.520000 sec): 3 clusters
  Score: Raw -522790.905013 + Penalty 2731.817080 = -520059.087933
  nChanged 352
		SP:Iteration 2F (51175.700000 sec): 3 clusters
  Score: Raw -523007.869620 + Penalty 2731.817080 = -520276.052540
  nChanged 281
		SP:Iteration 3F (51175.890000 sec): 3 clusters
  Score: Raw -523187.070361 + Penalty 2731.817080 = -520455.253281
  nChanged 237
		SP:Iteration 4F (51176.090000 sec): 3 clusters
  Score: Raw -523356.499797 + Penalty 2731.817080 = -520624.682717
  nChanged 224
		SP:Iteration 5F (51176.270000 sec): 3 clusters
  Score: Raw -523510.218367 + Penalty 2731.817080 = -520778.401287
  nChanged 189
		SP:Iteration 6Q (51176.460000 sec): 3 clusters
  Score: Raw -523623.246755 + Penalty 2731.817080 = -520891.429675
  nChanged 180
		SP:Iteration 7Q (51176.650000 sec): 3 clusters
  Score: Raw -523718.972009 + Penalty 2731.817080 = -520987.154929
  nChanged 154
		SP:Iteration 8Q (51176.870000 sec): 3 clusters
  Score: Raw -523800.903849 + Penalty 2731.817080 = -521069.086769
  nChanged 123
		SP:Iteration 9Q (51177.040000 sec): 3 clusters
  Score: Raw -523867.256922 + Penalty 2731.817080 = -521135.439842
  nChanged 102
		SP:Iteration 10Q (51177.250000 sec): 3 clusters
  Score: Raw -523917.700646 + Penalty 2731.817080 = -521185.883566
  nChanged 74
		SP:Iteration 11Q (51177.390000 sec): 3 clusters
  Score: Raw -523956.154688 + Penalty 2731.817080 = -521224.337608
  nChanged 79
		SP:Iteration 12Q (51177.570000 sec): 3 clusters
  Score: Raw -523995.992250 + Penalty 2731.817080 = -521264.175171
  nChanged 54
		SP:Iteration 13Q (51177.790000 sec): 3 clusters
  Score: Raw -524020.278695 + Penalty 2731.817080 = -521288.461615
  nChanged 55
		SP:Iteration 14Q (51177.970000 sec): 3 clusters
  Score: Raw -524041.890801 + Penalty 2731.817080 = -521310.073721
  nChanged 37
		SP:Iteration 15Q (51178.190000 sec): 3 clusters
  Score: Raw -524052.855878 + Penalty 2731.817080 = -521321.038799
  nChanged 31
		SP:Iteration 16Q (51178.380000 sec): 3 clusters
  Score: Raw -524062.340299 + Penalty 2731.817080 = -521330.523220
  nChanged 22
		SP:Iteration 17Q (51178.560000 sec): 3 clusters
  Score: Raw -524070.321088 + Penalty 2731.817080 = -521338.504008
  nChanged 27
		SP:Iteration 18Q (51178.710000 sec): 3 clusters
  Score: Raw -524080.438481 + Penalty 2731.817080 = -521348.621401
  nChanged 24
		SP:Iteration 19Q (51178.890000 sec): 3 clusters
  Score: Raw -524090.866126 + Penalty 2731.817080 = -521359.049046
  nChanged 25
		SP:Iteration 20F (51179.060000 sec): 3 clusters
  Score: Raw -524102.959393 + Penalty 2731.817080 = -521371.142314
  nChanged 28
		SP:Iteration 21Q (51179.250000 sec): 3 clusters
  Score: Raw -524114.426908 + Penalty 2731.817080 = -521382.609829
  nChanged 20
		SP:Iteration 22Q (51179.410000 sec): 3 clusters
  Score: Raw -524122.779352 + Penalty 2731.817080 = -521390.962272
  nChanged 24
		SP:Iteration 23Q (51179.590000 sec): 3 clusters
  Score: Raw -524132.963621 + Penalty 2731.817080 = -521401.146541
  nChanged 23
		SP:Iteration 24Q (51179.800000 sec): 3 clusters
  Score: Raw -524144.061408 + Penalty 2731.817080 = -521412.244328
  nChanged 24
		SP:Iteration 25Q (51180.020000 sec): 3 clusters
  Score: Raw -524154.477721 + Penalty 2731.817080 = -521422.660641
  nChanged 22
		SP:Iteration 26Q (51180.260000 sec): 3 clusters
  Score: Raw -524163.995917 + Penalty 2731.817080 = -521432.178837
  nChanged 18
		SP:Iteration 27Q (51180.440000 sec): 3 clusters
  Score: Raw -524170.946999 + Penalty 2731.817080 = -521439.129920
  nChanged 12
		SP:Iteration 28Q (51180.630000 sec): 3 clusters
  Score: Raw -524174.791419 + Penalty 2731.817080 = -521442.974339
  nChanged 7
		SP:Iteration 29Q (51180.760000 sec): 3 clusters
  Score: Raw -524176.735140 + Penalty 2731.817080 = -521444.918060
  nChanged 7
		SP:Iteration 30Q (51180.990000 sec): 3 clusters
  Score: Raw -524179.061003 + Penalty 2731.817080 = -521447.243923
  nChanged 8
		SP:Iteration 31Q (51181.170000 sec): 3 clusters
  Score: Raw -524181.653803 + Penalty 2731.817080 = -521449.836723
  nChanged 10
		SP:Iteration 32Q (51181.400000 sec): 3 clusters
  Score: Raw -524184.512770 + Penalty 2731.817080 = -521452.695690
  nChanged 8
		SP:Iteration 33Q (51181.610000 sec): 3 clusters
  Score: Raw -524187.087233 + Penalty 2731.817080 = -521455.270153
  nChanged 12
		SP:Iteration 34Q (51181.790000 sec): 3 clusters
  Score: Raw -524190.617518 + Penalty 2731.817080 = -521458.800438
  nChanged 8
		SP:Iteration 35Q (51182.030000 sec): 3 clusters
  Score: Raw -524193.186971 + Penalty 2731.817080 = -521461.369891
  nChanged 9
		SP:Iteration 36Q (51182.280000 sec): 3 clusters
  Score: Raw -524195.146464 + Penalty 2731.817080 = -521463.329385
  nChanged 4
		SP:Iteration 37Q (51182.490000 sec): 3 clusters
  Score: Raw -524195.956984 + Penalty 2731.817080 = -521464.139904
  nChanged 4
		SP:Iteration 38Q (51182.710000 sec): 3 clusters
  Score: Raw -524197.005040 + Penalty 2731.817080 = -521465.187960
  nChanged 4
		SP:Iteration 39Q (51182.890000 sec): 3 clusters
  Score: Raw -524198.058905 + Penalty 2731.817080 = -521466.241825
  nChanged 3
		SP:Iteration 40F (51183.050000 sec): 3 clusters
  Score: Raw -524198.922571 + Penalty 2731.817080 = -521467.105491
  nChanged 5
		SP:Iteration 41Q (51183.290000 sec): 3 clusters
  Score: Raw -524200.714868 + Penalty 2731.817080 = -521468.897788
  nChanged 8
		SP:Iteration 42Q (51183.470000 sec): 3 clusters
  Score: Raw -524203.289828 + Penalty 2731.817080 = -521471.472748
  nChanged 9
		SP:Iteration 43Q (51183.710000 sec): 3 clusters
  Score: Raw -524208.095846 + Penalty 2731.817080 = -521476.278766
  nChanged 11
		SP:Iteration 44Q (51183.950000 sec): 3 clusters
  Score: Raw -524211.961673 + Penalty 2731.817080 = -521480.144594
  nChanged 9
		SP:Iteration 45Q (51184.170000 sec): 3 clusters
  Score: Raw -524215.090694 + Penalty 2731.817080 = -521483.273614
  nChanged 6
		SP:Iteration 46Q (51184.390000 sec): 3 clusters
  Score: Raw -524218.153948 + Penalty 2731.817080 = -521486.336868
  nChanged 9
		SP:Iteration 47Q (51184.560000 sec): 3 clusters
  Score: Raw -524224.257972 + Penalty 2731.817080 = -521492.440892
  nChanged 10
		SP:Iteration 48Q (51184.790000 sec): 3 clusters
  Score: Raw -524228.875379 + Penalty 2731.817080 = -521497.058299
  nChanged 7
		SP:Iteration 49Q (51185.000000 sec): 3 clusters
  Score: Raw -524231.769815 + Penalty 2731.817080 = -521499.952735
  nChanged 8
		SP:Iteration 50Q (51185.190000 sec): 3 clusters
  Score: Raw -524234.538536 + Penalty 2731.817080 = -521502.721456
  nChanged 7
		SP:Iteration 51Q (51185.390000 sec): 3 clusters
  Score: Raw -524236.803441 + Penalty 2731.817080 = -521504.986361
  nChanged 1
		SP:Iteration 52Q (51185.560000 sec): 3 clusters
  Score: Raw -524237.446747 + Penalty 2731.817080 = -521505.629667
  nChanged 4
		SP:Iteration 53Q (51185.730000 sec): 3 clusters
  Score: Raw -524238.743121 + Penalty 2731.817080 = -521506.926041
  nChanged 1
		SP:Iteration 54Q (51185.890000 sec): 3 clusters
  Score: Raw -524238.859461 + Penalty 2731.817080 = -521507.042381
  nChanged 0
		SP:Iteration 55F (51186.080000 sec): 3 clusters
  Score: Raw -524238.859461 + Penalty 2731.817080 = -521507.042381
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51186.190000 sec): 2 clusters
  Score: Raw -72995.269704 + Penalty 1042.984302 = -71952.285401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51186.350000 sec): 3 clusters
  Score: Raw -72906.993770 + Penalty 2085.968604 = -70821.025166
  nChanged 151
		SP:Iteration 1F (51186.470000 sec): 3 clusters
  Score: Raw -73083.559715 + Penalty 2085.968604 = -70997.591111
  nChanged 34
		SP:Iteration 2F (51186.630000 sec): 3 clusters
  Score: Raw -73134.630005 + Penalty 2085.968604 = -71048.661400
  nChanged 23
		SP:Iteration 3Q (51186.760000 sec): 3 clusters
  Score: Raw -73172.145621 + Penalty 2085.968604 = -71086.177017
  nChanged 14
		SP:Iteration 4Q (51186.980000 sec): 3 clusters
  Score: Raw -73189.143277 + Penalty 2085.968604 = -71103.174673
  nChanged 6
		SP:Iteration 5Q (51187.140000 sec): 3 clusters
  Score: Raw -73195.682683 + Penalty 2085.968604 = -71109.714079
  nChanged 2
		SP:Iteration 6Q (51187.360000 sec): 3 clusters
  Score: Raw -73198.131436 + Penalty 2085.968604 = -71112.162832
  nChanged 1
		SP:Iteration 7Q (51187.520000 sec): 3 clusters
  Score: Raw -73199.814143 + Penalty 2085.968604 = -71113.845538
  nChanged 1
		SP:Iteration 8Q (51187.730000 sec): 3 clusters
  Score: Raw -73200.725673 + Penalty 2085.968604 = -71114.757069
  nChanged 1
		SP:Iteration 9Q (51187.910000 sec): 3 clusters
  Score: Raw -73201.306881 + Penalty 2085.968604 = -71115.338276
  nChanged 0
		SP:Iteration 10F (51188.030000 sec): 3 clusters
  Score: Raw -73201.306881 + Penalty 2085.968604 = -71115.338276
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51188.170000 sec): 2 clusters
  Score: Raw -184165.423260 + Penalty 1208.832884 = -182956.590376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51188.370000 sec): 3 clusters
  Score: Raw -183480.270317 + Penalty 2417.665768 = -181062.604549
  nChanged 593
		SP:Iteration 1F (51188.530000 sec): 3 clusters
  Score: Raw -183885.749838 + Penalty 2417.665768 = -181468.084071
  nChanged 138
		SP:Iteration 2F (51188.690000 sec): 3 clusters
  Score: Raw -184013.168220 + Penalty 2417.665768 = -181595.502453
  nChanged 92
		SP:Iteration 3F (51188.930000 sec): 3 clusters
  Score: Raw -184109.812549 + Penalty 2417.665768 = -181692.146782
  nChanged 98
		SP:Iteration 4F (51189.150000 sec): 3 clusters
  Score: Raw -184198.592892 + Penalty 2417.665768 = -181780.927124
  nChanged 80
		SP:Iteration 5Q (51189.360000 sec): 3 clusters
  Score: Raw -184286.387153 + Penalty 2417.665768 = -181868.721385
  nChanged 84
		SP:Iteration 6Q (51189.570000 sec): 3 clusters
  Score: Raw -184392.873261 + Penalty 2417.665768 = -181975.207494
  nChanged 73
		SP:Iteration 7Q (51189.760000 sec): 3 clusters
  Score: Raw -184486.865587 + Penalty 2417.665768 = -182069.199820
  nChanged 66
		SP:Iteration 8Q (51189.910000 sec): 3 clusters
  Score: Raw -184582.648021 + Penalty 2417.665768 = -182164.982253
  nChanged 53
		SP:Iteration 9Q (51190.070000 sec): 3 clusters
  Score: Raw -184664.463190 + Penalty 2417.665768 = -182246.797423
  nChanged 57
		SP:Iteration 10Q (51190.260000 sec): 3 clusters
  Score: Raw -184728.064306 + Penalty 2417.665768 = -182310.398538
  nChanged 38
		SP:Iteration 11Q (51190.450000 sec): 3 clusters
  Score: Raw -184763.851847 + Penalty 2417.665768 = -182346.186080
  nChanged 25
		SP:Iteration 12Q (51190.650000 sec): 3 clusters
  Score: Raw -184791.100721 + Penalty 2417.665768 = -182373.434953
  nChanged 25
		SP:Iteration 13Q (51190.790000 sec): 3 clusters
  Score: Raw -184815.325244 + Penalty 2417.665768 = -182397.659477
  nChanged 19
		SP:Iteration 14Q (51190.990000 sec): 3 clusters
  Score: Raw -184834.217013 + Penalty 2417.665768 = -182416.551246
  nChanged 9
		SP:Iteration 15Q (51191.130000 sec): 3 clusters
  Score: Raw -184839.674542 + Penalty 2417.665768 = -182422.008775
  nChanged 4
		SP:Iteration 16Q (51191.320000 sec): 3 clusters
  Score: Raw -184842.650850 + Penalty 2417.665768 = -182424.985083
  nChanged 8
		SP:Iteration 17Q (51191.520000 sec): 3 clusters
  Score: Raw -184847.408207 + Penalty 2417.665768 = -182429.742439
  nChanged 7
		SP:Iteration 18Q (51191.670000 sec): 3 clusters
  Score: Raw -184852.717289 + Penalty 2417.665768 = -182435.051522
  nChanged 9
		SP:Iteration 19Q (51191.850000 sec): 3 clusters
  Score: Raw -184859.815735 + Penalty 2417.665768 = -182442.149967
  nChanged 5
		SP:Iteration 20F (51192.070000 sec): 3 clusters
  Score: Raw -184863.920906 + Penalty 2417.665768 = -182446.255138
  nChanged 4
		SP:Iteration 21Q (51192.290000 sec): 3 clusters
  Score: Raw -184866.266793 + Penalty 2417.665768 = -182448.601025
  nChanged 3
		SP:Iteration 22Q (51192.530000 sec): 3 clusters
  Score: Raw -184868.599947 + Penalty 2417.665768 = -182450.934180
  nChanged 4
		SP:Iteration 23Q (51192.720000 sec): 3 clusters
  Score: Raw -184870.623648 + Penalty 2417.665768 = -182452.957880
  nChanged 3
		SP:Iteration 24Q (51192.940000 sec): 3 clusters
  Score: Raw -184872.470802 + Penalty 2417.665768 = -182454.805034
  nChanged 2
		SP:Iteration 25Q (51193.120000 sec): 3 clusters
  Score: Raw -184873.327727 + Penalty 2417.665768 = -182455.661960
  nChanged 3
		SP:Iteration 26Q (51193.300000 sec): 3 clusters
  Score: Raw -184874.208118 + Penalty 2417.665768 = -182456.542351
  nChanged 2
		SP:Iteration 27Q (51193.520000 sec): 3 clusters
  Score: Raw -184874.763997 + Penalty 2417.665768 = -182457.098229
  nChanged 2
		SP:Iteration 28Q (51193.700000 sec): 3 clusters
  Score: Raw -184875.374679 + Penalty 2417.665768 = -182457.708911
  nChanged 1
		SP:Iteration 29Q (51193.920000 sec): 3 clusters
  Score: Raw -184875.784918 + Penalty 2417.665768 = -182458.119150
  nChanged 1
		SP:Iteration 30Q (51194.140000 sec): 3 clusters
  Score: Raw -184876.193962 + Penalty 2417.665768 = -182458.528194
  nChanged 1
		SP:Iteration 31Q (51194.330000 sec): 3 clusters
  Score: Raw -184876.540546 + Penalty 2417.665768 = -182458.874779
  nChanged 0
		SP:Iteration 32F (51194.550000 sec): 3 clusters
  Score: Raw -184876.540546 + Penalty 2417.665768 = -182458.874779
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51194.680000 sec): 2 clusters
  Score: Raw -25429.846002 + Penalty 936.843554 = -24493.002447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51194.820000 sec): 3 clusters
  Score: Raw -25600.461845 + Penalty 1873.687108 = -23726.774736
  nChanged 78
		SP:Iteration 1F (51195.060000 sec): 3 clusters
  Score: Raw -25833.414299 + Penalty 1873.687108 = -23959.727191
  nChanged 29
		SP:Iteration 2F (51195.250000 sec): 3 clusters
  Score: Raw -26051.927086 + Penalty 1873.687108 = -24178.239978
  nChanged 18
		SP:Iteration 3F (51195.480000 sec): 3 clusters
  Score: Raw -26198.867371 + Penalty 1873.687108 = -24325.180262
  nChanged 8
		SP:Iteration 4Q (51195.690000 sec): 3 clusters
  Score: Raw -26263.319514 + Penalty 1873.687108 = -24389.632406
  nChanged 5
		SP:Iteration 5Q (51195.930000 sec): 3 clusters
  Score: Raw -26286.026398 + Penalty 1873.687108 = -24412.339289
  nChanged 7
		SP:Iteration 6Q (51196.140000 sec): 3 clusters
  Score: Raw -26326.224204 + Penalty 1873.687108 = -24452.537095
  nChanged 5
		SP:Iteration 7Q (51196.290000 sec): 3 clusters
  Score: Raw -26340.539878 + Penalty 1873.687108 = -24466.852769
  nChanged 2
		SP:Iteration 8Q (51196.470000 sec): 3 clusters
  Score: Raw -26342.668051 + Penalty 1873.687108 = -24468.980942
  nChanged 0
		SP:Iteration 9F (51196.600000 sec): 3 clusters
  Score: Raw -26342.668051 + Penalty 1873.687108 = -24468.980942
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51196.690000 sec): 2 clusters
  Score: Raw -13331.385990 + Penalty 814.228235 = -12517.157754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51196.870000 sec): 3 clusters
  Score: Raw -13576.294119 + Penalty 1628.456471 = -11947.837649
  nChanged 23
		SP:Iteration 1F (51197.000000 sec): 3 clusters
  Score: Raw -13659.914558 + Penalty 1628.456471 = -12031.458088
  nChanged 4
		SP:Iteration 2Q (51197.170000 sec): 3 clusters
  Score: Raw -13677.422023 + Penalty 1628.456471 = -12048.965552
  nChanged 1
		SP:Iteration 3Q (51197.340000 sec): 3 clusters
  Score: Raw -13682.793619 + Penalty 1628.456471 = -12054.337148
  nChanged 0
		SP:Iteration 4F (51197.520000 sec): 3 clusters
  Score: Raw -13682.793619 + Penalty 1628.456471 = -12054.337148
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (18215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51197.740000 sec): 2 clusters
  Score: Raw -1752729.170029 + Penalty 1594.125115 = -1751135.044913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51197.990000 sec): 3 clusters
  Score: Raw -1741752.979854 + Penalty 3188.250231 = -1738564.729624
  nChanged 8243
		SP:Iteration 1F (51198.340000 sec): 3 clusters
  Score: Raw -1746490.486546 + Penalty 3188.250231 = -1743302.236316
  nChanged 1217
		SP:Iteration 2F (51198.640000 sec): 3 clusters
  Score: Raw -1747201.605707 + Penalty 3188.250231 = -1744013.355477
  nChanged 1282
		SP:Iteration 3F (51198.970000 sec): 3 clusters
  Score: Raw -1748012.046096 + Penalty 3188.250231 = -1744823.795865
  nChanged 1264
		SP:Iteration 4F (51199.270000 sec): 3 clusters
  Score: Raw -1748925.536395 + Penalty 3188.250231 = -1745737.286164
  nChanged 1236
		SP:Iteration 5F (51199.620000 sec): 3 clusters
  Score: Raw -1749760.117324 + Penalty 3188.250231 = -1746571.867093
  nChanged 1070
		SP:Iteration 6F (51199.850000 sec): 3 clusters
  Score: Raw -1750446.943283 + Penalty 3188.250231 = -1747258.693053
  nChanged 925
		SP:Iteration 7F (51200.140000 sec): 3 clusters
  Score: Raw -1750975.411172 + Penalty 3188.250231 = -1747787.160941
  nChanged 757
		SP:Iteration 8Q (51200.410000 sec): 3 clusters
  Score: Raw -1751347.111144 + Penalty 3188.250231 = -1748158.860914
  nChanged 559
		SP:Iteration 9Q (51200.690000 sec): 3 clusters
  Score: Raw -1751567.253160 + Penalty 3188.250231 = -1748379.002929
  nChanged 438
		SP:Iteration 10Q (51201.040000 sec): 3 clusters
  Score: Raw -1751719.529335 + Penalty 3188.250231 = -1748531.279104
  nChanged 346
		SP:Iteration 11Q (51201.320000 sec): 3 clusters
  Score: Raw -1751836.600537 + Penalty 3188.250231 = -1748648.350306
  nChanged 318
		SP:Iteration 12Q (51201.590000 sec): 3 clusters
  Score: Raw -1751938.754723 + Penalty 3188.250231 = -1748750.504492
  nChanged 269
		SP:Iteration 13Q (51201.920000 sec): 3 clusters
  Score: Raw -1752005.207451 + Penalty 3188.250231 = -1748816.957221
  nChanged 200
		SP:Iteration 14Q (51202.170000 sec): 3 clusters
  Score: Raw -1752050.448497 + Penalty 3188.250231 = -1748862.198267
  nChanged 180
		SP:Iteration 15Q (51202.490000 sec): 3 clusters
  Score: Raw -1752086.666606 + Penalty 3188.250231 = -1748898.416375
  nChanged 171
		SP:Iteration 16Q (51202.760000 sec): 3 clusters
  Score: Raw -1752120.876642 + Penalty 3188.250231 = -1748932.626411
  nChanged 141
		SP:Iteration 17Q (51203.070000 sec): 3 clusters
  Score: Raw -1752148.227184 + Penalty 3188.250231 = -1748959.976953
  nChanged 119
		SP:Iteration 18Q (51203.340000 sec): 3 clusters
  Score: Raw -1752168.591206 + Penalty 3188.250231 = -1748980.340975
  nChanged 103
		SP:Iteration 19Q (51203.620000 sec): 3 clusters
  Score: Raw -1752188.324007 + Penalty 3188.250231 = -1749000.073776
  nChanged 124
		SP:Iteration 20F (51203.890000 sec): 3 clusters
  Score: Raw -1752211.542264 + Penalty 3188.250231 = -1749023.292034
  nChanged 112
		SP:Iteration 21Q (51204.180000 sec): 3 clusters
  Score: Raw -1752228.345156 + Penalty 3188.250231 = -1749040.094926
  nChanged 93
		SP:Iteration 22Q (51204.490000 sec): 3 clusters
  Score: Raw -1752242.531249 + Penalty 3188.250231 = -1749054.281018
  nChanged 82
		SP:Iteration 23Q (51204.750000 sec): 3 clusters
  Score: Raw -1752256.880350 + Penalty 3188.250231 = -1749068.630119
  nChanged 94
		SP:Iteration 24Q (51205.050000 sec): 3 clusters
  Score: Raw -1752271.693197 + Penalty 3188.250231 = -1749083.442966
  nChanged 97
		SP:Iteration 25Q (51205.400000 sec): 3 clusters
  Score: Raw -1752290.564041 + Penalty 3188.250231 = -1749102.313811
  nChanged 111
		SP:Iteration 26Q (51205.690000 sec): 3 clusters
  Score: Raw -1752312.251435 + Penalty 3188.250231 = -1749124.001205
  nChanged 95
		SP:Iteration 27Q (51205.970000 sec): 3 clusters
  Score: Raw -1752332.759240 + Penalty 3188.250231 = -1749144.509009
  nChanged 106
		SP:Iteration 28Q (51206.300000 sec): 3 clusters
  Score: Raw -1752355.315354 + Penalty 3188.250231 = -1749167.065124
  nChanged 115
		SP:Iteration 29Q (51206.610000 sec): 3 clusters
  Score: Raw -1752377.106197 + Penalty 3188.250231 = -1749188.855966
  nChanged 96
		SP:Iteration 30Q (51206.820000 sec): 3 clusters
  Score: Raw -1752395.257804 + Penalty 3188.250231 = -1749207.007573
  nChanged 94
		SP:Iteration 31Q (51207.060000 sec): 3 clusters
  Score: Raw -1752409.182090 + Penalty 3188.250231 = -1749220.931860
  nChanged 82
		SP:Iteration 32Q (51207.370000 sec): 3 clusters
  Score: Raw -1752421.140577 + Penalty 3188.250231 = -1749232.890346
  nChanged 70
		SP:Iteration 33Q (51207.640000 sec): 3 clusters
  Score: Raw -1752432.109859 + Penalty 3188.250231 = -1749243.859628
  nChanged 74
		SP:Iteration 34Q (51208.000000 sec): 3 clusters
  Score: Raw -1752443.504795 + Penalty 3188.250231 = -1749255.254565
  nChanged 72
		SP:Iteration 35Q (51208.290000 sec): 3 clusters
  Score: Raw -1752456.619656 + Penalty 3188.250231 = -1749268.369425
  nChanged 96
		SP:Iteration 36Q (51208.550000 sec): 3 clusters
  Score: Raw -1752473.832325 + Penalty 3188.250231 = -1749285.582094
  nChanged 99
		SP:Iteration 37Q (51208.890000 sec): 3 clusters
  Score: Raw -1752491.500307 + Penalty 3188.250231 = -1749303.250076
  nChanged 107
		SP:Iteration 38Q (51209.140000 sec): 3 clusters
  Score: Raw -1752514.486832 + Penalty 3188.250231 = -1749326.236601
  nChanged 122
		SP:Iteration 39Q (51209.420000 sec): 3 clusters
  Score: Raw -1752543.113524 + Penalty 3188.250231 = -1749354.863293
  nChanged 126
		SP:Iteration 40F (51209.690000 sec): 3 clusters
  Score: Raw -1752573.427339 + Penalty 3188.250231 = -1749385.177109
  nChanged 137
		SP:Iteration 41Q (51209.950000 sec): 3 clusters
  Score: Raw -1752612.405602 + Penalty 3188.250231 = -1749424.155371
  nChanged 141
		SP:Iteration 42Q (51210.240000 sec): 3 clusters
  Score: Raw -1752651.138000 + Penalty 3188.250231 = -1749462.887769
  nChanged 135
		SP:Iteration 43Q (51210.530000 sec): 3 clusters
  Score: Raw -1752690.997366 + Penalty 3188.250231 = -1749502.747136
  nChanged 137
		SP:Iteration 44Q (51210.820000 sec): 3 clusters
  Score: Raw -1752729.167884 + Penalty 3188.250231 = -1749540.917654
  nChanged 158
		SP:Iteration 45Q (51211.090000 sec): 3 clusters
  Score: Raw -1752773.283442 + Penalty 3188.250231 = -1749585.033211
  nChanged 150
		SP:Iteration 46Q (51211.340000 sec): 3 clusters
  Score: Raw -1752812.138585 + Penalty 3188.250231 = -1749623.888355
  nChanged 145
		SP:Iteration 47Q (51211.630000 sec): 3 clusters
  Score: Raw -1752849.793579 + Penalty 3188.250231 = -1749661.543349
  nChanged 134
		SP:Iteration 48Q (51211.910000 sec): 3 clusters
  Score: Raw -1752878.885907 + Penalty 3188.250231 = -1749690.635676
  nChanged 98
		SP:Iteration 49Q (51212.200000 sec): 3 clusters
  Score: Raw -1752896.365666 + Penalty 3188.250231 = -1749708.115435
  nChanged 84
		SP:Iteration 50Q (51212.460000 sec): 3 clusters
  Score: Raw -1752911.101071 + Penalty 3188.250231 = -1749722.850841
  nChanged 69
		SP:Iteration 51Q (51212.780000 sec): 3 clusters
  Score: Raw -1752921.769060 + Penalty 3188.250231 = -1749733.518829
  nChanged 58
		SP:Iteration 52Q (51213.060000 sec): 3 clusters
  Score: Raw -1752930.627414 + Penalty 3188.250231 = -1749742.377184
  nChanged 51
		SP:Iteration 53Q (51213.350000 sec): 3 clusters
  Score: Raw -1752937.704967 + Penalty 3188.250231 = -1749749.454736
  nChanged 35
		SP:Iteration 54Q (51213.700000 sec): 3 clusters
  Score: Raw -1752942.131772 + Penalty 3188.250231 = -1749753.881542
  nChanged 40
		SP:Iteration 55Q (51213.940000 sec): 3 clusters
  Score: Raw -1752947.164941 + Penalty 3188.250231 = -1749758.914711
  nChanged 42
		SP:Iteration 56Q (51214.150000 sec): 3 clusters
  Score: Raw -1752952.292166 + Penalty 3188.250231 = -1749764.041935
  nChanged 34
		SP:Iteration 57Q (51214.400000 sec): 3 clusters
  Score: Raw -1752956.581084 + Penalty 3188.250231 = -1749768.330853
  nChanged 34
		SP:Iteration 58Q (51214.710000 sec): 3 clusters
  Score: Raw -1752961.102925 + Penalty 3188.250231 = -1749772.852694
  nChanged 33
		SP:Iteration 59Q (51215.050000 sec): 3 clusters
  Score: Raw -1752965.590260 + Penalty 3188.250231 = -1749777.340030
  nChanged 34
		SP:Iteration 60F (51215.270000 sec): 3 clusters
  Score: Raw -1752969.447089 + Penalty 3188.250231 = -1749781.196858
  nChanged 26
		SP:Iteration 61Q (51215.580000 sec): 3 clusters
  Score: Raw -1752972.516525 + Penalty 3188.250231 = -1749784.266294
  nChanged 29
		SP:Iteration 62Q (51215.850000 sec): 3 clusters
  Score: Raw -1752975.775458 + Penalty 3188.250231 = -1749787.525228
  nChanged 23
		SP:Iteration 63Q (51216.150000 sec): 3 clusters
  Score: Raw -1752977.803404 + Penalty 3188.250231 = -1749789.553174
  nChanged 28
		SP:Iteration 64Q (51216.510000 sec): 3 clusters
  Score: Raw -1752980.591309 + Penalty 3188.250231 = -1749792.341078
  nChanged 29
		SP:Iteration 65Q (51216.730000 sec): 3 clusters
  Score: Raw -1752983.728710 + Penalty 3188.250231 = -1749795.478479
  nChanged 30
		SP:Iteration 66Q (51217.050000 sec): 3 clusters
  Score: Raw -1752987.078762 + Penalty 3188.250231 = -1749798.828531
  nChanged 23
		SP:Iteration 67Q (51217.370000 sec): 3 clusters
  Score: Raw -1752989.102328 + Penalty 3188.250231 = -1749800.852098
  nChanged 22
		SP:Iteration 68Q (51217.640000 sec): 3 clusters
  Score: Raw -1752991.458104 + Penalty 3188.250231 = -1749803.207874
  nChanged 26
		SP:Iteration 69Q (51217.990000 sec): 3 clusters
  Score: Raw -1752994.812453 + Penalty 3188.250231 = -1749806.562222
  nChanged 35
		SP:Iteration 70Q (51218.310000 sec): 3 clusters
  Score: Raw -1752998.827109 + Penalty 3188.250231 = -1749810.576879
  nChanged 38
		SP:Iteration 71Q (51218.590000 sec): 3 clusters
  Score: Raw -1753002.871308 + Penalty 3188.250231 = -1749814.621078
  nChanged 33
		SP:Iteration 72Q (51218.910000 sec): 3 clusters
  Score: Raw -1753005.956417 + Penalty 3188.250231 = -1749817.706187
  nChanged 25
		SP:Iteration 73Q (51219.230000 sec): 3 clusters
  Score: Raw -1753008.218938 + Penalty 3188.250231 = -1749819.968708
  nChanged 17
		SP:Iteration 74Q (51219.550000 sec): 3 clusters
  Score: Raw -1753010.307747 + Penalty 3188.250231 = -1749822.057516
  nChanged 24
		SP:Iteration 75Q (51219.770000 sec): 3 clusters
  Score: Raw -1753013.413678 + Penalty 3188.250231 = -1749825.163448
  nChanged 33
		SP:Iteration 76Q (51220.070000 sec): 3 clusters
  Score: Raw -1753018.029410 + Penalty 3188.250231 = -1749829.779179
  nChanged 37
		SP:Iteration 77Q (51220.400000 sec): 3 clusters
  Score: Raw -1753024.576154 + Penalty 3188.250231 = -1749836.325924
  nChanged 39
		SP:Iteration 78Q (51220.660000 sec): 3 clusters
  Score: Raw -1753029.976476 + Penalty 3188.250231 = -1749841.726245
  nChanged 31
		SP:Iteration 79Q (51220.950000 sec): 3 clusters
  Score: Raw -1753033.803744 + Penalty 3188.250231 = -1749845.553513
  nChanged 31
		SP:Iteration 80F (51221.260000 sec): 3 clusters
  Score: Raw -1753037.463415 + Penalty 3188.250231 = -1749849.213184
  nChanged 29
		SP:Iteration 81Q (51221.510000 sec): 3 clusters
  Score: Raw -1753040.362384 + Penalty 3188.250231 = -1749852.112154
  nChanged 32
		SP:Iteration 82Q (51221.820000 sec): 3 clusters
  Score: Raw -1753043.947244 + Penalty 3188.250231 = -1749855.697013
  nChanged 31
		SP:Iteration 83Q (51222.110000 sec): 3 clusters
  Score: Raw -1753047.519008 + Penalty 3188.250231 = -1749859.268777
  nChanged 29
		SP:Iteration 84Q (51222.430000 sec): 3 clusters
  Score: Raw -1753051.197942 + Penalty 3188.250231 = -1749862.947711
  nChanged 28
		SP:Iteration 85Q (51222.730000 sec): 3 clusters
  Score: Raw -1753054.736898 + Penalty 3188.250231 = -1749866.486667
  nChanged 23
		SP:Iteration 86Q (51223.030000 sec): 3 clusters
  Score: Raw -1753056.734030 + Penalty 3188.250231 = -1749868.483799
  nChanged 17
		SP:Iteration 87Q (51223.300000 sec): 3 clusters
  Score: Raw -1753058.017223 + Penalty 3188.250231 = -1749869.766993
  nChanged 15
		SP:Iteration 88Q (51223.640000 sec): 3 clusters
  Score: Raw -1753058.879905 + Penalty 3188.250231 = -1749870.629675
  nChanged 11
		SP:Iteration 89Q (51223.920000 sec): 3 clusters
  Score: Raw -1753059.733202 + Penalty 3188.250231 = -1749871.482972
  nChanged 12
		SP:Iteration 90Q (51224.240000 sec): 3 clusters
  Score: Raw -1753060.772482 + Penalty 3188.250231 = -1749872.522252
  nChanged 18
		SP:Iteration 91Q (51224.530000 sec): 3 clusters
  Score: Raw -1753062.576134 + Penalty 3188.250231 = -1749874.325903
  nChanged 19
		SP:Iteration 92Q (51224.830000 sec): 3 clusters
  Score: Raw -1753064.881727 + Penalty 3188.250231 = -1749876.631497
  nChanged 20
		SP:Iteration 93Q (51225.150000 sec): 3 clusters
  Score: Raw -1753067.023016 + Penalty 3188.250231 = -1749878.772785
  nChanged 17
		SP:Iteration 94Q (51225.450000 sec): 3 clusters
  Score: Raw -1753069.358478 + Penalty 3188.250231 = -1749881.108247
  nChanged 27
		SP:Iteration 95Q (51225.840000 sec): 3 clusters
  Score: Raw -1753075.135526 + Penalty 3188.250231 = -1749886.885296
  nChanged 33
		SP:Iteration 96Q (51226.140000 sec): 3 clusters
  Score: Raw -1753081.393994 + Penalty 3188.250231 = -1749893.143764
  nChanged 38
		SP:Iteration 97Q (51226.500000 sec): 3 clusters
  Score: Raw -1753088.360585 + Penalty 3188.250231 = -1749900.110354
  nChanged 44
		SP:Iteration 98Q (51226.820000 sec): 3 clusters
  Score: Raw -1753095.217767 + Penalty 3188.250231 = -1749906.967537
  nChanged 41
		SP:Iteration 99Q (51227.150000 sec): 3 clusters
  Score: Raw -1753103.128510 + Penalty 3188.250231 = -1749914.878280
  nChanged 42
		SP:Iteration 100F (51227.430000 sec): 3 clusters
  Score: Raw -1753110.289424 + Penalty 3188.250231 = -1749922.039193
  nChanged 57
		SP:Iteration 101Q (51227.730000 sec): 3 clusters
  Score: Raw -1753119.783678 + Penalty 3188.250231 = -1749931.533448
  nChanged 54
		SP:Iteration 102Q (51227.990000 sec): 3 clusters
  Score: Raw -1753128.986814 + Penalty 3188.250231 = -1749940.736583
  nChanged 50
		SP:Iteration 103Q (51228.290000 sec): 3 clusters
  Score: Raw -1753137.624297 + Penalty 3188.250231 = -1749949.374066
  nChanged 47
		SP:Iteration 104Q (51228.510000 sec): 3 clusters
  Score: Raw -1753144.704069 + Penalty 3188.250231 = -1749956.453838
  nChanged 50
		SP:Iteration 105Q (51228.860000 sec): 3 clusters
  Score: Raw -1753151.800420 + Penalty 3188.250231 = -1749963.550189
  nChanged 43
		SP:Iteration 106Q (51229.130000 sec): 3 clusters
  Score: Raw -1753158.460109 + Penalty 3188.250231 = -1749970.209878
  nChanged 30
		SP:Iteration 107Q (51229.440000 sec): 3 clusters
  Score: Raw -1753162.788217 + Penalty 3188.250231 = -1749974.537986
  nChanged 33
		SP:Iteration 108Q (51229.740000 sec): 3 clusters
  Score: Raw -1753167.454473 + Penalty 3188.250231 = -1749979.204243
  nChanged 31
		SP:Iteration 109Q (51230.010000 sec): 3 clusters
  Score: Raw -1753170.997753 + Penalty 3188.250231 = -1749982.747522
  nChanged 30
		SP:Iteration 110Q (51230.310000 sec): 3 clusters
  Score: Raw -1753175.094834 + Penalty 3188.250231 = -1749986.844604
  nChanged 32
		SP:Iteration 111Q (51230.570000 sec): 3 clusters
  Score: Raw -1753180.745732 + Penalty 3188.250231 = -1749992.495501
  nChanged 41
		SP:Iteration 112Q (51230.840000 sec): 3 clusters
  Score: Raw -1753187.639721 + Penalty 3188.250231 = -1749999.389491
  nChanged 39
		SP:Iteration 113Q (51231.110000 sec): 3 clusters
  Score: Raw -1753193.816870 + Penalty 3188.250231 = -1750005.566639
  nChanged 46
		SP:Iteration 114Q (51231.340000 sec): 3 clusters
  Score: Raw -1753201.034674 + Penalty 3188.250231 = -1750012.784443
  nChanged 30
		SP:Iteration 115Q (51231.590000 sec): 3 clusters
  Score: Raw -1753204.825483 + Penalty 3188.250231 = -1750016.575253
  nChanged 29
		SP:Iteration 116Q (51231.870000 sec): 3 clusters
  Score: Raw -1753208.203355 + Penalty 3188.250231 = -1750019.953124
  nChanged 25
		SP:Iteration 117Q (51232.080000 sec): 3 clusters
  Score: Raw -1753211.617628 + Penalty 3188.250231 = -1750023.367398
  nChanged 23
		SP:Iteration 118Q (51232.400000 sec): 3 clusters
  Score: Raw -1753214.623257 + Penalty 3188.250231 = -1750026.373026
  nChanged 17
		SP:Iteration 119Q (51232.690000 sec): 3 clusters
  Score: Raw -1753216.016955 + Penalty 3188.250231 = -1750027.766724
  nChanged 13
		SP:Iteration 120F (51233.010000 sec): 3 clusters
  Score: Raw -1753217.601379 + Penalty 3188.250231 = -1750029.351148
  nChanged 18
		SP:Iteration 121Q (51233.350000 sec): 3 clusters
  Score: Raw -1753220.095305 + Penalty 3188.250231 = -1750031.845074
  nChanged 20
		SP:Iteration 122Q (51233.650000 sec): 3 clusters
  Score: Raw -1753222.898401 + Penalty 3188.250231 = -1750034.648170
  nChanged 25
		SP:Iteration 123Q (51233.910000 sec): 3 clusters
  Score: Raw -1753225.775399 + Penalty 3188.250231 = -1750037.525168
  nChanged 27
		SP:Iteration 124Q (51234.170000 sec): 3 clusters
  Score: Raw -1753229.836563 + Penalty 3188.250231 = -1750041.586332
  nChanged 20
		SP:Iteration 125Q (51234.410000 sec): 3 clusters
  Score: Raw -1753232.442897 + Penalty 3188.250231 = -1750044.192666
  nChanged 22
		SP:Iteration 126Q (51234.690000 sec): 3 clusters
  Score: Raw -1753236.319253 + Penalty 3188.250231 = -1750048.069023
  nChanged 21
		SP:Iteration 127Q (51234.970000 sec): 3 clusters
  Score: Raw -1753239.571190 + Penalty 3188.250231 = -1750051.320960
  nChanged 22
		SP:Iteration 128Q (51235.260000 sec): 3 clusters
  Score: Raw -1753242.554194 + Penalty 3188.250231 = -1750054.303963
  nChanged 23
		SP:Iteration 129Q (51235.530000 sec): 3 clusters
  Score: Raw -1753246.219149 + Penalty 3188.250231 = -1750057.968918
  nChanged 29
		SP:Iteration 130Q (51235.890000 sec): 3 clusters
  Score: Raw -1753250.216471 + Penalty 3188.250231 = -1750061.966241
  nChanged 20
		SP:Iteration 131Q (51236.190000 sec): 3 clusters
  Score: Raw -1753252.455939 + Penalty 3188.250231 = -1750064.205709
  nChanged 15
		SP:Iteration 132Q (51236.480000 sec): 3 clusters
  Score: Raw -1753254.233360 + Penalty 3188.250231 = -1750065.983130
  nChanged 16
		SP:Iteration 133Q (51236.790000 sec): 3 clusters
  Score: Raw -1753256.015998 + Penalty 3188.250231 = -1750067.765767
  nChanged 10
		SP:Iteration 134Q (51237.090000 sec): 3 clusters
  Score: Raw -1753256.871133 + Penalty 3188.250231 = -1750068.620903
  nChanged 10
		SP:Iteration 135Q (51237.370000 sec): 3 clusters
  Score: Raw -1753257.829872 + Penalty 3188.250231 = -1750069.579642
  nChanged 8
		SP:Iteration 136Q (51237.710000 sec): 3 clusters
  Score: Raw -1753258.729673 + Penalty 3188.250231 = -1750070.479443
  nChanged 11
		SP:Iteration 137Q (51238.030000 sec): 3 clusters
  Score: Raw -1753260.201916 + Penalty 3188.250231 = -1750071.951686
  nChanged 12
		SP:Iteration 138Q (51238.350000 sec): 3 clusters
  Score: Raw -1753262.125639 + Penalty 3188.250231 = -1750073.875408
  nChanged 20
		SP:Iteration 139Q (51238.660000 sec): 3 clusters
  Score: Raw -1753264.966370 + Penalty 3188.250231 = -1750076.716139
  nChanged 21
		SP:Iteration 140F (51238.980000 sec): 3 clusters
  Score: Raw -1753267.549055 + Penalty 3188.250231 = -1750079.298824
  nChanged 20
		SP:Iteration 141Q (51239.240000 sec): 3 clusters
  Score: Raw -1753269.694357 + Penalty 3188.250231 = -1750081.444126
  nChanged 16
		SP:Iteration 142Q (51239.610000 sec): 3 clusters
  Score: Raw -1753271.797444 + Penalty 3188.250231 = -1750083.547213
  nChanged 18
		SP:Iteration 143Q (51239.870000 sec): 3 clusters
  Score: Raw -1753274.468367 + Penalty 3188.250231 = -1750086.218137
  nChanged 18
		SP:Iteration 144Q (51240.190000 sec): 3 clusters
  Score: Raw -1753276.663286 + Penalty 3188.250231 = -1750088.413055
  nChanged 21
		SP:Iteration 145Q (51240.460000 sec): 3 clusters
  Score: Raw -1753278.955292 + Penalty 3188.250231 = -1750090.705062
  nChanged 14
		SP:Iteration 146Q (51240.770000 sec): 3 clusters
  Score: Raw -1753280.321925 + Penalty 3188.250231 = -1750092.071694
  nChanged 18
		SP:Iteration 147Q (51241.080000 sec): 3 clusters
  Score: Raw -1753282.790127 + Penalty 3188.250231 = -1750094.539896
  nChanged 26
		SP:Iteration 148Q (51241.370000 sec): 3 clusters
  Score: Raw -1753286.532919 + Penalty 3188.250231 = -1750098.282689
  nChanged 34
		SP:Iteration 149Q (51241.700000 sec): 3 clusters
  Score: Raw -1753290.500010 + Penalty 3188.250231 = -1750102.249779
  nChanged 27
		SP:Iteration 150Q (51242.000000 sec): 3 clusters
  Score: Raw -1753294.019918 + Penalty 3188.250231 = -1750105.769687
  nChanged 20
		SP:Iteration 151Q (51242.310000 sec): 3 clusters
  Score: Raw -1753296.853266 + Penalty 3188.250231 = -1750108.603035
  nChanged 17
		SP:Iteration 152Q (51242.620000 sec): 3 clusters
  Score: Raw -1753298.862622 + Penalty 3188.250231 = -1750110.612392
  nChanged 15
		SP:Iteration 153Q (51242.930000 sec): 3 clusters
  Score: Raw -1753300.542403 + Penalty 3188.250231 = -1750112.292173
  nChanged 12
		SP:Iteration 154Q (51243.180000 sec): 3 clusters
  Score: Raw -1753302.102046 + Penalty 3188.250231 = -1750113.851815
  nChanged 14
		SP:Iteration 155Q (51243.490000 sec): 3 clusters
  Score: Raw -1753304.007673 + Penalty 3188.250231 = -1750115.757442
  nChanged 13
		SP:Iteration 156Q (51243.780000 sec): 3 clusters
  Score: Raw -1753305.758419 + Penalty 3188.250231 = -1750117.508189
  nChanged 8
		SP:Iteration 157Q (51244.080000 sec): 3 clusters
  Score: Raw -1753306.726005 + Penalty 3188.250231 = -1750118.475774
  nChanged 9
		SP:Iteration 158Q (51244.320000 sec): 3 clusters
  Score: Raw -1753308.038893 + Penalty 3188.250231 = -1750119.788663
  nChanged 10
		SP:Iteration 159Q (51244.620000 sec): 3 clusters
  Score: Raw -1753309.301418 + Penalty 3188.250231 = -1750121.051188
  nChanged 8
		SP:Iteration 160F (51244.990000 sec): 3 clusters
  Score: Raw -1753310.041565 + Penalty 3188.250231 = -1750121.791335
  nChanged 5
		SP:Iteration 161Q (51245.300000 sec): 3 clusters
  Score: Raw -1753310.500780 + Penalty 3188.250231 = -1750122.250549
  nChanged 3
		SP:Iteration 162Q (51245.660000 sec): 3 clusters
  Score: Raw -1753310.704835 + Penalty 3188.250231 = -1750122.454605
  nChanged 5
		SP:Iteration 163Q (51245.920000 sec): 3 clusters
  Score: Raw -1753311.209180 + Penalty 3188.250231 = -1750122.958950
  nChanged 3
		SP:Iteration 164Q (51246.200000 sec): 3 clusters
  Score: Raw -1753311.580405 + Penalty 3188.250231 = -1750123.330174
  nChanged 2
		SP:Iteration 165Q (51246.540000 sec): 3 clusters
  Score: Raw -1753311.794643 + Penalty 3188.250231 = -1750123.544413
  nChanged 0
		SP:Iteration 166F (51246.840000 sec): 3 clusters
  Score: Raw -1753311.794643 + Penalty 3188.250231 = -1750123.544413
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (14688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51247.010000 sec): 2 clusters
  Score: Raw -1700346.705280 + Penalty 1559.152743 = -1698787.552537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51247.320000 sec): 3 clusters
  Score: Raw -1691799.707227 + Penalty 3118.305487 = -1688681.401740
  nChanged 6424
		SP:Iteration 1F (51247.600000 sec): 3 clusters
  Score: Raw -1695458.894708 + Penalty 3118.305487 = -1692340.589221
  nChanged 897
		SP:Iteration 2F (51247.880000 sec): 3 clusters
  Score: Raw -1695896.458405 + Penalty 3118.305487 = -1692778.152919
  nChanged 832
		SP:Iteration 3F (51248.180000 sec): 3 clusters
  Score: Raw -1696316.677332 + Penalty 3118.305487 = -1693198.371846
  nChanged 771
		SP:Iteration 4F (51248.420000 sec): 3 clusters
  Score: Raw -1696691.265556 + Penalty 3118.305487 = -1693572.960070
  nChanged 675
		SP:Iteration 5Q (51248.710000 sec): 3 clusters
  Score: Raw -1697007.079626 + Penalty 3118.305487 = -1693888.774139
  nChanged 648
		SP:Iteration 6Q (51249.020000 sec): 3 clusters
  Score: Raw -1697271.791026 + Penalty 3118.305487 = -1694153.485539
  nChanged 550
		SP:Iteration 7Q (51249.270000 sec): 3 clusters
  Score: Raw -1697476.864302 + Penalty 3118.305487 = -1694358.558816
  nChanged 493
		SP:Iteration 8Q (51249.590000 sec): 3 clusters
  Score: Raw -1697665.530246 + Penalty 3118.305487 = -1694547.224759
  nChanged 481
		SP:Iteration 9Q (51249.810000 sec): 3 clusters
  Score: Raw -1697865.659615 + Penalty 3118.305487 = -1694747.354128
  nChanged 465
		SP:Iteration 10Q (51250.090000 sec): 3 clusters
  Score: Raw -1698072.358832 + Penalty 3118.305487 = -1694954.053345
  nChanged 429
		SP:Iteration 11Q (51250.430000 sec): 3 clusters
  Score: Raw -1698265.490451 + Penalty 3118.305487 = -1695147.184965
  nChanged 418
		SP:Iteration 12Q (51250.740000 sec): 3 clusters
  Score: Raw -1698415.873749 + Penalty 3118.305487 = -1695297.568262
  nChanged 334
		SP:Iteration 13Q (51250.990000 sec): 3 clusters
  Score: Raw -1698529.355225 + Penalty 3118.305487 = -1695411.049738
  nChanged 322
		SP:Iteration 14Q (51251.300000 sec): 3 clusters
  Score: Raw -1698643.618837 + Penalty 3118.305487 = -1695525.313350
  nChanged 310
		SP:Iteration 15Q (51251.550000 sec): 3 clusters
  Score: Raw -1698766.959002 + Penalty 3118.305487 = -1695648.653515
  nChanged 301
		SP:Iteration 16Q (51251.820000 sec): 3 clusters
  Score: Raw -1698893.766006 + Penalty 3118.305487 = -1695775.460519
  nChanged 299
		SP:Iteration 17Q (51252.120000 sec): 3 clusters
  Score: Raw -1699033.952610 + Penalty 3118.305487 = -1695915.647124
  nChanged 307
		SP:Iteration 18Q (51252.360000 sec): 3 clusters
  Score: Raw -1699195.708503 + Penalty 3118.305487 = -1696077.403016
  nChanged 305
		SP:Iteration 19Q (51252.600000 sec): 3 clusters
  Score: Raw -1699369.359608 + Penalty 3118.305487 = -1696251.054122
  nChanged 256
		SP:Iteration 20F (51252.920000 sec): 3 clusters
  Score: Raw -1699525.098985 + Penalty 3118.305487 = -1696406.793498
  nChanged 241
		SP:Iteration 21Q (51253.160000 sec): 3 clusters
  Score: Raw -1699656.691167 + Penalty 3118.305487 = -1696538.385680
  nChanged 224
		SP:Iteration 22Q (51253.510000 sec): 3 clusters
  Score: Raw -1699759.339855 + Penalty 3118.305487 = -1696641.034368
  nChanged 212
		SP:Iteration 23Q (51253.770000 sec): 3 clusters
  Score: Raw -1699861.554841 + Penalty 3118.305487 = -1696743.249354
  nChanged 199
		SP:Iteration 24Q (51254.050000 sec): 3 clusters
  Score: Raw -1699943.556798 + Penalty 3118.305487 = -1696825.251312
  nChanged 173
		SP:Iteration 25Q (51254.320000 sec): 3 clusters
  Score: Raw -1700016.432682 + Penalty 3118.305487 = -1696898.127195
  nChanged 156
		SP:Iteration 26Q (51254.640000 sec): 3 clusters
  Score: Raw -1700084.727066 + Penalty 3118.305487 = -1696966.421579
  nChanged 163
		SP:Iteration 27Q (51254.970000 sec): 3 clusters
  Score: Raw -1700156.622886 + Penalty 3118.305487 = -1697038.317399
  nChanged 164
		SP:Iteration 28Q (51255.250000 sec): 3 clusters
  Score: Raw -1700223.949080 + Penalty 3118.305487 = -1697105.643593
  nChanged 167
		SP:Iteration 29Q (51255.510000 sec): 3 clusters
  Score: Raw -1700296.855631 + Penalty 3118.305487 = -1697178.550144
  nChanged 162
		SP:Iteration 30Q (51255.820000 sec): 3 clusters
  Score: Raw -1700364.569465 + Penalty 3118.305487 = -1697246.263978
  nChanged 154
		SP:Iteration 31Q (51256.080000 sec): 3 clusters
  Score: Raw -1700428.867406 + Penalty 3118.305487 = -1697310.561919
  nChanged 146
		SP:Iteration 32Q (51256.390000 sec): 3 clusters
  Score: Raw -1700503.206027 + Penalty 3118.305487 = -1697384.900541
  nChanged 148
		SP:Iteration 33Q (51256.630000 sec): 3 clusters
  Score: Raw -1700592.845098 + Penalty 3118.305487 = -1697474.539611
  nChanged 144
		SP:Iteration 34Q (51256.880000 sec): 3 clusters
  Score: Raw -1700672.195416 + Penalty 3118.305487 = -1697553.889930
  nChanged 119
		SP:Iteration 35Q (51257.150000 sec): 3 clusters
  Score: Raw -1700733.402016 + Penalty 3118.305487 = -1697615.096529
  nChanged 104
		SP:Iteration 36Q (51257.480000 sec): 3 clusters
  Score: Raw -1700806.619000 + Penalty 3118.305487 = -1697688.313513
  nChanged 105
		SP:Iteration 37Q (51257.750000 sec): 3 clusters
  Score: Raw -1700883.808344 + Penalty 3118.305487 = -1697765.502858
  nChanged 89
		SP:Iteration 38Q (51257.970000 sec): 3 clusters
  Score: Raw -1700958.532096 + Penalty 3118.305487 = -1697840.226609
  nChanged 88
		SP:Iteration 39Q (51258.210000 sec): 3 clusters
  Score: Raw -1701030.098284 + Penalty 3118.305487 = -1697911.792798
  nChanged 72
		SP:Iteration 40F (51258.470000 sec): 3 clusters
  Score: Raw -1701085.574594 + Penalty 3118.305487 = -1697967.269107
  nChanged 57
		SP:Iteration 41Q (51258.700000 sec): 3 clusters
  Score: Raw -1701122.760067 + Penalty 3118.305487 = -1698004.454580
  nChanged 46
		SP:Iteration 42Q (51258.960000 sec): 3 clusters
  Score: Raw -1701144.117535 + Penalty 3118.305487 = -1698025.812048
  nChanged 32
		SP:Iteration 43Q (51259.190000 sec): 3 clusters
  Score: Raw -1701156.777734 + Penalty 3118.305487 = -1698038.472247
  nChanged 31
		SP:Iteration 44Q (51259.420000 sec): 3 clusters
  Score: Raw -1701171.101179 + Penalty 3118.305487 = -1698052.795692
  nChanged 17
		SP:Iteration 45Q (51259.660000 sec): 3 clusters
  Score: Raw -1701181.133859 + Penalty 3118.305487 = -1698062.828373
  nChanged 16
		SP:Iteration 46Q (51259.900000 sec): 3 clusters
  Score: Raw -1701189.566820 + Penalty 3118.305487 = -1698071.261333
  nChanged 16
		SP:Iteration 47Q (51260.120000 sec): 3 clusters
  Score: Raw -1701194.675135 + Penalty 3118.305487 = -1698076.369648
  nChanged 5
		SP:Iteration 48Q (51260.420000 sec): 3 clusters
  Score: Raw -1701196.237337 + Penalty 3118.305487 = -1698077.931850
  nChanged 5
		SP:Iteration 49Q (51260.690000 sec): 3 clusters
  Score: Raw -1701197.776303 + Penalty 3118.305487 = -1698079.470816
  nChanged 7
		SP:Iteration 50Q (51260.940000 sec): 3 clusters
  Score: Raw -1701199.092893 + Penalty 3118.305487 = -1698080.787407
  nChanged 2
		SP:Iteration 51Q (51261.270000 sec): 3 clusters
  Score: Raw -1701199.514585 + Penalty 3118.305487 = -1698081.209098
  nChanged 3
		SP:Iteration 52Q (51261.570000 sec): 3 clusters
  Score: Raw -1701200.103096 + Penalty 3118.305487 = -1698081.797609
  nChanged 4
		SP:Iteration 53Q (51261.820000 sec): 3 clusters
  Score: Raw -1701201.036011 + Penalty 3118.305487 = -1698082.730524
  nChanged 4
		SP:Iteration 54Q (51262.110000 sec): 3 clusters
  Score: Raw -1701202.262207 + Penalty 3118.305487 = -1698083.956721
  nChanged 5
		SP:Iteration 55Q (51262.400000 sec): 3 clusters
  Score: Raw -1701204.057575 + Penalty 3118.305487 = -1698085.752088
  nChanged 7
		SP:Iteration 56Q (51262.610000 sec): 3 clusters
  Score: Raw -1701205.677235 + Penalty 3118.305487 = -1698087.371749
  nChanged 4
		SP:Iteration 57Q (51262.900000 sec): 3 clusters
  Score: Raw -1701206.854441 + Penalty 3118.305487 = -1698088.548954
  nChanged 3
		SP:Iteration 58Q (51263.160000 sec): 3 clusters
  Score: Raw -1701207.647215 + Penalty 3118.305487 = -1698089.341729
  nChanged 3
		SP:Iteration 59Q (51263.410000 sec): 3 clusters
  Score: Raw -1701208.810079 + Penalty 3118.305487 = -1698090.504592
  nChanged 3
		SP:Iteration 60F (51263.690000 sec): 3 clusters
  Score: Raw -1701210.018453 + Penalty 3118.305487 = -1698091.712967
  nChanged 3
		SP:Iteration 61Q (51263.970000 sec): 3 clusters
  Score: Raw -1701210.886863 + Penalty 3118.305487 = -1698092.581376
  nChanged 5
		SP:Iteration 62Q (51264.280000 sec): 3 clusters
  Score: Raw -1701212.271179 + Penalty 3118.305487 = -1698093.965693
  nChanged 5
		SP:Iteration 63Q (51264.610000 sec): 3 clusters
  Score: Raw -1701213.908910 + Penalty 3118.305487 = -1698095.603423
  nChanged 2
		SP:Iteration 64Q (51264.910000 sec): 3 clusters
  Score: Raw -1701214.427161 + Penalty 3118.305487 = -1698096.121674
  nChanged 5
		SP:Iteration 65Q (51265.150000 sec): 3 clusters
  Score: Raw -1701215.670279 + Penalty 3118.305487 = -1698097.364793
  nChanged 3
		SP:Iteration 66Q (51265.420000 sec): 3 clusters
  Score: Raw -1701216.148997 + Penalty 3118.305487 = -1698097.843510
  nChanged 0
		SP:Iteration 67F (51265.710000 sec): 3 clusters
  Score: Raw -1701216.148997 + Penalty 3118.305487 = -1698097.843510
  nChanged 0
Iteration 99Q (51356.550000 sec): 53 clusters
  Score: Raw -169051577.254366 + Penalty 120458.850781 = -168931118.403585
  nChanged 10392
Iteration 100F (51501.970000 sec): 53 clusters
  Score: Raw -169055332.508931 + Penalty 120458.850781 = -168934873.658150
  nChanged 10665
Iteration 101Q (51596.200000 sec): 53 clusters
  Score: Raw -169057807.311124 + Penalty 120458.850781 = -168937348.460343
  nChanged 9299
Iteration 102Q (51692.720000 sec): 53 clusters
  Score: Raw -169061891.065852 + Penalty 120458.850781 = -168941432.215071
  nChanged 8576
Iteration 103Q (51784.710000 sec): 53 clusters
  Score: Raw -169063363.920343 + Penalty 120458.850781 = -168942905.069562
  nChanged 8173
Iteration 104Q (51870.220000 sec): 53 clusters
  Score: Raw -169064599.335593 + Penalty 120458.850781 = -168944140.484813
  nChanged 7827
Iteration 105Q (51953.860000 sec): 53 clusters
  Score: Raw -169065640.692415 + Penalty 120458.850781 = -168945181.841634
  nChanged 7550
Iteration 106Q (52033.520000 sec): 53 clusters
  Score: Raw -169066557.045163 + Penalty 120458.850781 = -168946098.194383
  nChanged 7261
Iteration 107Q (52119.260000 sec): 53 clusters
  Score: Raw -169067379.375247 + Penalty 120458.850781 = -168946920.524466
  nChanged 6831
Iteration 108Q (52207.590000 sec): 53 clusters
  Score: Raw -169068109.865922 + Penalty 120458.850781 = -168947651.015141
  nChanged 6469
Iteration 109Q (52290.300000 sec): 53 clusters
  Score: Raw -169068800.699594 + Penalty 120458.850781 = -168948341.848814
  nChanged 6288
Iteration 110Q (52369.620000 sec): 53 clusters
  Score: Raw -169069456.018249 + Penalty 120458.850781 = -168948997.167468
  nChanged 5878
Iteration 111Q (52451.210000 sec): 53 clusters
  Score: Raw -169070156.388122 + Penalty 120458.850781 = -168949697.537342
  nChanged 5761
Iteration 112Q (52539.510000 sec): 53 clusters
  Score: Raw -169071175.505415 + Penalty 120458.850781 = -168950716.654635
  nChanged 5488
Iteration 113Q (52629.900000 sec): 53 clusters
  Score: Raw -169071727.013074 + Penalty 120458.850781 = -168951268.162293
  nChanged 5398
Iteration 114Q (52708.390000 sec): 53 clusters
  Score: Raw -169072169.970865 + Penalty 120458.850781 = -168951711.120084
  nChanged 5148
Iteration 115Q (52786.690000 sec): 53 clusters
  Score: Raw -169072572.846608 + Penalty 120458.850781 = -168952113.995827
  nChanged 5015
Iteration 116Q (52872.260000 sec): 53 clusters
  Score: Raw -169072931.936919 + Penalty 120458.850781 = -168952473.086139
  nChanged 4712
Iteration 117Q (52959.960000 sec): 53 clusters
  Score: Raw -169073245.422896 + Penalty 120458.850781 = -168952786.572116
  nChanged 4487
Iteration 118Q (53039.820000 sec): 53 clusters
  Score: Raw -169073544.865760 + Penalty 120458.850781 = -168953086.014979
  nChanged 4339
Iteration 119Q (53116.930000 sec): 53 clusters
  Score: Raw -169073832.739647 + Penalty 120458.850781 = -168953373.888866
  nChanged 4315
Iteration 120F (53248.350000 sec): 53 clusters
  Score: Raw -169074337.422317 + Penalty 120458.850781 = -168953878.571536
  nChanged 4556
Iteration 121Q (53326.500000 sec): 53 clusters
  Score: Raw -169074809.329564 + Penalty 120458.850781 = -168954350.478784
  nChanged 4666
Iteration 122Q (53407.100000 sec): 53 clusters
  Score: Raw -169075293.837262 + Penalty 120458.850781 = -168954834.986481
  nChanged 4670
Iteration 123Q (53483.050000 sec): 53 clusters
  Score: Raw -169075698.810082 + Penalty 120458.850781 = -168955239.959301
  nChanged 4659
Iteration 124Q (53556.900000 sec): 53 clusters
  Score: Raw -169076035.624627 + Penalty 120458.850781 = -168955576.773847
  nChanged 4399
Iteration 125Q (53624.650000 sec): 53 clusters
  Score: Raw -169076325.934189 + Penalty 120458.850781 = -168955867.083408
  nChanged 4288
Iteration 126Q (53699.710000 sec): 53 clusters
  Score: Raw -169076601.921072 + Penalty 120458.850781 = -168956143.070291
  nChanged 4251
Iteration 127Q (53777.790000 sec): 53 clusters
  Score: Raw -169076858.769728 + Penalty 120458.850781 = -168956399.918948
  nChanged 4222
Iteration 128Q (53852.650000 sec): 53 clusters
  Score: Raw -169077107.024313 + Penalty 120458.850781 = -168956648.173532
  nChanged 4045
Iteration 129Q (53928.760000 sec): 53 clusters
  Score: Raw -169077348.386869 + Penalty 120458.850781 = -168956889.536088
  nChanged 3986
Iteration 130Q (54009.400000 sec): 53 clusters
  Score: Raw -169077587.549859 + Penalty 120458.850781 = -168957128.699079
  nChanged 4027
Iteration 131Q (54087.410000 sec): 53 clusters
  Score: Raw -169077831.016064 + Penalty 120458.850781 = -168957372.165283
  nChanged 3991
Iteration 132Q (54162.830000 sec): 53 clusters
  Score: Raw -169078080.769642 + Penalty 120458.850781 = -168957621.918861
  nChanged 4044
Iteration 133Q (54239.360000 sec): 53 clusters
  Score: Raw -169078327.586652 + Penalty 120458.850781 = -168957868.735871
  nChanged 3904
Iteration 134Q (54313.970000 sec): 53 clusters
  Score: Raw -169078559.888829 + Penalty 120458.850781 = -168958101.038049
  nChanged 3918
Iteration 135Q (54386.370000 sec): 53 clusters
  Score: Raw -169078796.137665 + Penalty 120458.850781 = -168958337.286884
  nChanged 3868
Iteration 136Q (54463.320000 sec): 53 clusters
  Score: Raw -169079021.447173 + Penalty 120458.850781 = -168958562.596392
  nChanged 3830
Iteration 137Q (54538.040000 sec): 53 clusters
  Score: Raw -169079243.377127 + Penalty 120458.850781 = -168958784.526346
  nChanged 3703
Iteration 138Q (54613.250000 sec): 53 clusters
  Score: Raw -169079464.035265 + Penalty 120458.850781 = -168959005.184484
  nChanged 3736
Writing temp clu file 
Because OldScore, -168958784.526346, is greater than current (better) Score,-168959005.184484 
 Compute initial score before splitting:   Score: Raw -169079464.035265 + Penalty 120458.850781 = -168959005.184484
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (18757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54613.860000 sec): 2 clusters
  Score: Raw -2191223.159631 + Penalty 1598.889873 = -2189624.269758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54614.170000 sec): 3 clusters
  Score: Raw -2180072.268330 + Penalty 3197.779746 = -2176874.488584
  nChanged 8437
		SP:Iteration 1F (54614.420000 sec): 3 clusters
  Score: Raw -2184932.807206 + Penalty 3197.779746 = -2181735.027460
  nChanged 1193
		SP:Iteration 2F (54614.680000 sec): 3 clusters
  Score: Raw -2185544.806363 + Penalty 3197.779746 = -2182347.026617
  nChanged 1123
		SP:Iteration 3F (54615.020000 sec): 3 clusters
  Score: Raw -2186115.085523 + Penalty 3197.779746 = -2182917.305777
  nChanged 1040
		SP:Iteration 4F (54615.270000 sec): 3 clusters
  Score: Raw -2186629.354294 + Penalty 3197.779746 = -2183431.574548
  nChanged 981
		SP:Iteration 5F (54615.560000 sec): 3 clusters
  Score: Raw -2187119.628397 + Penalty 3197.779746 = -2183921.848651
  nChanged 930
		SP:Iteration 6Q (54615.860000 sec): 3 clusters
  Score: Raw -2187599.501506 + Penalty 3197.779746 = -2184401.721760
  nChanged 863
		SP:Iteration 7Q (54616.170000 sec): 3 clusters
  Score: Raw -2188063.514872 + Penalty 3197.779746 = -2184865.735126
  nChanged 856
		SP:Iteration 8Q (54616.430000 sec): 3 clusters
  Score: Raw -2188584.141310 + Penalty 3197.779746 = -2185386.361564
  nChanged 822
		SP:Iteration 9Q (54616.740000 sec): 3 clusters
  Score: Raw -2189109.894741 + Penalty 3197.779746 = -2185912.114995
  nChanged 789
		SP:Iteration 10Q (54617.040000 sec): 3 clusters
  Score: Raw -2189592.223658 + Penalty 3197.779746 = -2186394.443912
  nChanged 723
		SP:Iteration 11Q (54617.260000 sec): 3 clusters
  Score: Raw -2190018.157614 + Penalty 3197.779746 = -2186820.377868
  nChanged 585
		SP:Iteration 12Q (54617.550000 sec): 3 clusters
  Score: Raw -2190348.834611 + Penalty 3197.779746 = -2187151.054865
  nChanged 476
		SP:Iteration 13Q (54617.890000 sec): 3 clusters
  Score: Raw -2190602.273703 + Penalty 3197.779746 = -2187404.493957
  nChanged 404
		SP:Iteration 14Q (54618.140000 sec): 3 clusters
  Score: Raw -2190795.641080 + Penalty 3197.779746 = -2187597.861334
  nChanged 328
		SP:Iteration 15Q (54618.480000 sec): 3 clusters
  Score: Raw -2190924.496368 + Penalty 3197.779746 = -2187726.716622
  nChanged 242
		SP:Iteration 16Q (54618.770000 sec): 3 clusters
  Score: Raw -2191006.936886 + Penalty 3197.779746 = -2187809.157140
  nChanged 197
		SP:Iteration 17Q (54619.010000 sec): 3 clusters
  Score: Raw -2191068.767022 + Penalty 3197.779746 = -2187870.987276
  nChanged 164
		SP:Iteration 18Q (54619.320000 sec): 3 clusters
  Score: Raw -2191127.868442 + Penalty 3197.779746 = -2187930.088696
  nChanged 159
		SP:Iteration 19Q (54619.560000 sec): 3 clusters
  Score: Raw -2191181.798640 + Penalty 3197.779746 = -2187984.018894
  nChanged 141
		SP:Iteration 20F (54619.890000 sec): 3 clusters
  Score: Raw -2191226.190465 + Penalty 3197.779746 = -2188028.410719
  nChanged 125
		SP:Iteration 21Q (54620.150000 sec): 3 clusters
  Score: Raw -2191263.092350 + Penalty 3197.779746 = -2188065.312604
  nChanged 125
		SP:Iteration 22Q (54620.420000 sec): 3 clusters
  Score: Raw -2191307.362072 + Penalty 3197.779746 = -2188109.582326
  nChanged 107
		SP:Iteration 23Q (54620.730000 sec): 3 clusters
  Score: Raw -2191334.787092 + Penalty 3197.779746 = -2188137.007346
  nChanged 86
		SP:Iteration 24Q (54621.000000 sec): 3 clusters
  Score: Raw -2191352.355672 + Penalty 3197.779746 = -2188154.575926
  nChanged 82
		SP:Iteration 25Q (54621.280000 sec): 3 clusters
  Score: Raw -2191370.785401 + Penalty 3197.779746 = -2188173.005655
  nChanged 75
		SP:Iteration 26Q (54621.580000 sec): 3 clusters
  Score: Raw -2191388.086889 + Penalty 3197.779746 = -2188190.307143
  nChanged 74
		SP:Iteration 27Q (54621.890000 sec): 3 clusters
  Score: Raw -2191406.522523 + Penalty 3197.779746 = -2188208.742777
  nChanged 72
		SP:Iteration 28Q (54622.180000 sec): 3 clusters
  Score: Raw -2191421.215706 + Penalty 3197.779746 = -2188223.435960
  nChanged 61
		SP:Iteration 29Q (54622.430000 sec): 3 clusters
  Score: Raw -2191434.615665 + Penalty 3197.779746 = -2188236.835919
  nChanged 63
		SP:Iteration 30Q (54622.750000 sec): 3 clusters
  Score: Raw -2191448.655301 + Penalty 3197.779746 = -2188250.875555
  nChanged 68
		SP:Iteration 31Q (54623.030000 sec): 3 clusters
  Score: Raw -2191461.689942 + Penalty 3197.779746 = -2188263.910196
  nChanged 51
		SP:Iteration 32Q (54623.260000 sec): 3 clusters
  Score: Raw -2191470.224729 + Penalty 3197.779746 = -2188272.444983
  nChanged 45
		SP:Iteration 33Q (54623.570000 sec): 3 clusters
  Score: Raw -2191477.574607 + Penalty 3197.779746 = -2188279.794861
  nChanged 44
		SP:Iteration 34Q (54623.870000 sec): 3 clusters
  Score: Raw -2191483.303002 + Penalty 3197.779746 = -2188285.523256
  nChanged 34
		SP:Iteration 35Q (54624.180000 sec): 3 clusters
  Score: Raw -2191488.060712 + Penalty 3197.779746 = -2188290.280966
  nChanged 25
		SP:Iteration 36Q (54624.470000 sec): 3 clusters
  Score: Raw -2191492.546863 + Penalty 3197.779746 = -2188294.767117
  nChanged 27
		SP:Iteration 37Q (54624.740000 sec): 3 clusters
  Score: Raw -2191497.118273 + Penalty 3197.779746 = -2188299.338527
  nChanged 25
		SP:Iteration 38Q (54625.070000 sec): 3 clusters
  Score: Raw -2191500.335499 + Penalty 3197.779746 = -2188302.555753
  nChanged 24
		SP:Iteration 39Q (54625.330000 sec): 3 clusters
  Score: Raw -2191503.843221 + Penalty 3197.779746 = -2188306.063475
  nChanged 27
		SP:Iteration 40F (54625.620000 sec): 3 clusters
  Score: Raw -2191507.574174 + Penalty 3197.779746 = -2188309.794429
  nChanged 30
		SP:Iteration 41Q (54625.880000 sec): 3 clusters
  Score: Raw -2191512.357180 + Penalty 3197.779746 = -2188314.577435
  nChanged 33
		SP:Iteration 42Q (54626.090000 sec): 3 clusters
  Score: Raw -2191517.782373 + Penalty 3197.779746 = -2188320.002627
  nChanged 30
		SP:Iteration 43Q (54626.360000 sec): 3 clusters
  Score: Raw -2191521.208269 + Penalty 3197.779746 = -2188323.428523
  nChanged 21
		SP:Iteration 44Q (54626.610000 sec): 3 clusters
  Score: Raw -2191523.729433 + Penalty 3197.779746 = -2188325.949687
  nChanged 17
		SP:Iteration 45Q (54626.830000 sec): 3 clusters
  Score: Raw -2191525.757614 + Penalty 3197.779746 = -2188327.977868
  nChanged 8
		SP:Iteration 46Q (54627.070000 sec): 3 clusters
  Score: Raw -2191526.454673 + Penalty 3197.779746 = -2188328.674927
  nChanged 8
		SP:Iteration 47Q (54627.390000 sec): 3 clusters
  Score: Raw -2191527.439894 + Penalty 3197.779746 = -2188329.660148
  nChanged 7
		SP:Iteration 48Q (54627.610000 sec): 3 clusters
  Score: Raw -2191528.329380 + Penalty 3197.779746 = -2188330.549634
  nChanged 12
		SP:Iteration 49Q (54627.910000 sec): 3 clusters
  Score: Raw -2191529.641598 + Penalty 3197.779746 = -2188331.861852
  nChanged 11
		SP:Iteration 50Q (54628.150000 sec): 3 clusters
  Score: Raw -2191530.845913 + Penalty 3197.779746 = -2188333.066167
  nChanged 11
		SP:Iteration 51Q (54628.470000 sec): 3 clusters
  Score: Raw -2191532.103960 + Penalty 3197.779746 = -2188334.324214
  nChanged 11
		SP:Iteration 52Q (54628.740000 sec): 3 clusters
  Score: Raw -2191534.067828 + Penalty 3197.779746 = -2188336.288082
  nChanged 14
		SP:Iteration 53Q (54629.000000 sec): 3 clusters
  Score: Raw -2191536.089976 + Penalty 3197.779746 = -2188338.310230
  nChanged 13
		SP:Iteration 54Q (54629.290000 sec): 3 clusters
  Score: Raw -2191537.801035 + Penalty 3197.779746 = -2188340.021289
  nChanged 12
		SP:Iteration 55Q (54629.550000 sec): 3 clusters
  Score: Raw -2191539.707323 + Penalty 3197.779746 = -2188341.927577
  nChanged 13
		SP:Iteration 56Q (54629.890000 sec): 3 clusters
  Score: Raw -2191541.670878 + Penalty 3197.779746 = -2188343.891132
  nChanged 15
		SP:Iteration 57Q (54630.160000 sec): 3 clusters
  Score: Raw -2191543.923857 + Penalty 3197.779746 = -2188346.144112
  nChanged 15
		SP:Iteration 58Q (54630.470000 sec): 3 clusters
  Score: Raw -2191546.354593 + Penalty 3197.779746 = -2188348.574847
  nChanged 11
		SP:Iteration 59Q (54630.720000 sec): 3 clusters
  Score: Raw -2191548.014513 + Penalty 3197.779746 = -2188350.234767
  nChanged 12
		SP:Iteration 60F (54631.010000 sec): 3 clusters
  Score: Raw -2191549.689873 + Penalty 3197.779746 = -2188351.910127
  nChanged 12
		SP:Iteration 61Q (54631.280000 sec): 3 clusters
  Score: Raw -2191551.622635 + Penalty 3197.779746 = -2188353.842889
  nChanged 7
		SP:Iteration 62Q (54631.560000 sec): 3 clusters
  Score: Raw -2191552.415571 + Penalty 3197.779746 = -2188354.635825
  nChanged 5
		SP:Iteration 63Q (54631.830000 sec): 3 clusters
  Score: Raw -2191553.029583 + Penalty 3197.779746 = -2188355.249837
  nChanged 3
		SP:Iteration 64Q (54632.100000 sec): 3 clusters
  Score: Raw -2191553.401719 + Penalty 3197.779746 = -2188355.621973
  nChanged 3
		SP:Iteration 65Q (54632.340000 sec): 3 clusters
  Score: Raw -2191553.783053 + Penalty 3197.779746 = -2188356.003307
  nChanged 3
		SP:Iteration 66Q (54632.560000 sec): 3 clusters
  Score: Raw -2191553.921453 + Penalty 3197.779746 = -2188356.141707
  nChanged 0
		SP:Iteration 67F (54632.880000 sec): 3 clusters
  Score: Raw -2191553.921453 + Penalty 3197.779746 = -2188356.141707
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54632.990000 sec): 2 clusters
  Score: Raw -44432.570358 + Penalty 998.081078 = -43434.489280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54633.140000 sec): 3 clusters
  Score: Raw -44458.323851 + Penalty 1996.162157 = -42462.161694
  nChanged 113
		SP:Iteration 1F (54633.330000 sec): 3 clusters
  Score: Raw -44734.186250 + Penalty 1996.162157 = -42738.024093
  nChanged 44
		SP:Iteration 2F (54633.460000 sec): 3 clusters
  Score: Raw -44840.233603 + Penalty 1996.162157 = -42844.071446
  nChanged 24
		SP:Iteration 3F (54633.660000 sec): 3 clusters
  Score: Raw -44922.697813 + Penalty 1996.162157 = -42926.535656
  nChanged 19
		SP:Iteration 4Q (54633.860000 sec): 3 clusters
  Score: Raw -44975.443712 + Penalty 1996.162157 = -42979.281555
  nChanged 15
		SP:Iteration 5Q (54634.040000 sec): 3 clusters
  Score: Raw -45043.246397 + Penalty 1996.162157 = -43047.084241
  nChanged 6
		SP:Iteration 6Q (54634.260000 sec): 3 clusters
  Score: Raw -45054.852634 + Penalty 1996.162157 = -43058.690477
  nChanged 2
		SP:Iteration 7Q (54634.440000 sec): 3 clusters
  Score: Raw -45057.441699 + Penalty 1996.162157 = -43061.279542
  nChanged 0
		SP:Iteration 8F (54634.600000 sec): 3 clusters
  Score: Raw -45057.441699 + Penalty 1996.162157 = -43061.279542
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (18828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54634.730000 sec): 2 clusters
  Score: Raw -2106416.137373 + Penalty 1599.503815 = -2104816.633557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54635.030000 sec): 3 clusters
  Score: Raw -2095230.656535 + Penalty 3199.007631 = -2092031.648904
  nChanged 8438
		SP:Iteration 1F (54635.320000 sec): 3 clusters
  Score: Raw -2100044.777924 + Penalty 3199.007631 = -2096845.770293
  nChanged 1029
		SP:Iteration 2F (54635.560000 sec): 3 clusters
  Score: Raw -2100472.523002 + Penalty 3199.007631 = -2097273.515371
  nChanged 969
		SP:Iteration 3F (54635.860000 sec): 3 clusters
  Score: Raw -2100944.775830 + Penalty 3199.007631 = -2097745.768199
  nChanged 967
		SP:Iteration 4F (54636.120000 sec): 3 clusters
  Score: Raw -2101438.314452 + Penalty 3199.007631 = -2098239.306821
  nChanged 934
		SP:Iteration 5Q (54636.420000 sec): 3 clusters
  Score: Raw -2101951.717366 + Penalty 3199.007631 = -2098752.709735
  nChanged 934
		SP:Iteration 6Q (54636.680000 sec): 3 clusters
  Score: Raw -2102534.740142 + Penalty 3199.007631 = -2099335.732512
  nChanged 953
		SP:Iteration 7F (54636.970000 sec): 3 clusters
  Score: Raw -2103147.138855 + Penalty 3199.007631 = -2099948.131224
  nChanged 878
		SP:Iteration 8Q (54637.250000 sec): 3 clusters
  Score: Raw -2103701.046414 + Penalty 3199.007631 = -2100502.038783
  nChanged 723
		SP:Iteration 9Q (54637.540000 sec): 3 clusters
  Score: Raw -2104081.747022 + Penalty 3199.007631 = -2100882.739391
  nChanged 552
		SP:Iteration 10Q (54637.810000 sec): 3 clusters
  Score: Raw -2104303.518613 + Penalty 3199.007631 = -2101104.510983
  nChanged 393
		SP:Iteration 11Q (54638.120000 sec): 3 clusters
  Score: Raw -2104431.754717 + Penalty 3199.007631 = -2101232.747086
  nChanged 315
		SP:Iteration 12Q (54638.410000 sec): 3 clusters
  Score: Raw -2104524.914271 + Penalty 3199.007631 = -2101325.906641
  nChanged 263
		SP:Iteration 13Q (54638.670000 sec): 3 clusters
  Score: Raw -2104601.391797 + Penalty 3199.007631 = -2101402.384166
  nChanged 247
		SP:Iteration 14Q (54638.930000 sec): 3 clusters
  Score: Raw -2104669.714886 + Penalty 3199.007631 = -2101470.707256
  nChanged 217
		SP:Iteration 15Q (54639.240000 sec): 3 clusters
  Score: Raw -2104728.158129 + Penalty 3199.007631 = -2101529.150498
  nChanged 212
		SP:Iteration 16Q (54639.560000 sec): 3 clusters
  Score: Raw -2104784.030624 + Penalty 3199.007631 = -2101585.022993
  nChanged 207
		SP:Iteration 17Q (54639.820000 sec): 3 clusters
  Score: Raw -2104838.064145 + Penalty 3199.007631 = -2101639.056514
  nChanged 202
		SP:Iteration 18Q (54640.080000 sec): 3 clusters
  Score: Raw -2104893.028051 + Penalty 3199.007631 = -2101694.020421
  nChanged 210
		SP:Iteration 19Q (54640.370000 sec): 3 clusters
  Score: Raw -2104950.114911 + Penalty 3199.007631 = -2101751.107281
  nChanged 182
		SP:Iteration 20F (54640.650000 sec): 3 clusters
  Score: Raw -2104995.358749 + Penalty 3199.007631 = -2101796.351118
  nChanged 179
		SP:Iteration 21Q (54640.880000 sec): 3 clusters
  Score: Raw -2105039.874772 + Penalty 3199.007631 = -2101840.867141
  nChanged 193
		SP:Iteration 22Q (54641.150000 sec): 3 clusters
  Score: Raw -2105094.386152 + Penalty 3199.007631 = -2101895.378521
  nChanged 222
		SP:Iteration 23Q (54641.410000 sec): 3 clusters
  Score: Raw -2105170.573789 + Penalty 3199.007631 = -2101971.566158
  nChanged 237
		SP:Iteration 24Q (54641.700000 sec): 3 clusters
  Score: Raw -2105262.060043 + Penalty 3199.007631 = -2102063.052412
  nChanged 259
		SP:Iteration 25Q (54641.920000 sec): 3 clusters
  Score: Raw -2105366.658551 + Penalty 3199.007631 = -2102167.650920
  nChanged 271
		SP:Iteration 26Q (54642.180000 sec): 3 clusters
  Score: Raw -2105486.308417 + Penalty 3199.007631 = -2102287.300786
  nChanged 279
		SP:Iteration 27Q (54642.440000 sec): 3 clusters
  Score: Raw -2105622.223940 + Penalty 3199.007631 = -2102423.216309
  nChanged 252
		SP:Iteration 28Q (54642.730000 sec): 3 clusters
  Score: Raw -2105741.964840 + Penalty 3199.007631 = -2102542.957209
  nChanged 220
		SP:Iteration 29Q (54642.980000 sec): 3 clusters
  Score: Raw -2105843.089765 + Penalty 3199.007631 = -2102644.082134
  nChanged 211
		SP:Iteration 30Q (54643.230000 sec): 3 clusters
  Score: Raw -2105937.565928 + Penalty 3199.007631 = -2102738.558297
  nChanged 191
		SP:Iteration 31Q (54643.500000 sec): 3 clusters
  Score: Raw -2106013.245875 + Penalty 3199.007631 = -2102814.238244
  nChanged 157
		SP:Iteration 32Q (54643.740000 sec): 3 clusters
  Score: Raw -2106074.782286 + Penalty 3199.007631 = -2102875.774655
  nChanged 149
		SP:Iteration 33Q (54644.030000 sec): 3 clusters
  Score: Raw -2106139.050245 + Penalty 3199.007631 = -2102940.042614
  nChanged 135
		SP:Iteration 34Q (54644.260000 sec): 3 clusters
  Score: Raw -2106191.599360 + Penalty 3199.007631 = -2102992.591729
  nChanged 126
		SP:Iteration 35Q (54644.510000 sec): 3 clusters
  Score: Raw -2106238.099895 + Penalty 3199.007631 = -2103039.092264
  nChanged 112
		SP:Iteration 36Q (54644.820000 sec): 3 clusters
  Score: Raw -2106282.100085 + Penalty 3199.007631 = -2103083.092455
  nChanged 110
		SP:Iteration 37Q (54645.120000 sec): 3 clusters
  Score: Raw -2106328.421264 + Penalty 3199.007631 = -2103129.413633
  nChanged 97
		SP:Iteration 38Q (54645.480000 sec): 3 clusters
  Score: Raw -2106369.254137 + Penalty 3199.007631 = -2103170.246506
  nChanged 92
		SP:Iteration 39Q (54645.790000 sec): 3 clusters
  Score: Raw -2106403.127629 + Penalty 3199.007631 = -2103204.119999
  nChanged 90
		SP:Iteration 40F (54646.050000 sec): 3 clusters
  Score: Raw -2106436.614652 + Penalty 3199.007631 = -2103237.607021
  nChanged 72
		SP:Iteration 41Q (54646.300000 sec): 3 clusters
  Score: Raw -2106466.018684 + Penalty 3199.007631 = -2103267.011054
  nChanged 66
		SP:Iteration 42Q (54646.570000 sec): 3 clusters
  Score: Raw -2106496.613021 + Penalty 3199.007631 = -2103297.605390
  nChanged 58
		SP:Iteration 43Q (54646.870000 sec): 3 clusters
  Score: Raw -2106521.920568 + Penalty 3199.007631 = -2103322.912938
  nChanged 38
		SP:Iteration 44Q (54647.140000 sec): 3 clusters
  Score: Raw -2106534.791976 + Penalty 3199.007631 = -2103335.784346
  nChanged 31
		SP:Iteration 45Q (54647.450000 sec): 3 clusters
  Score: Raw -2106546.563968 + Penalty 3199.007631 = -2103347.556337
  nChanged 33
		SP:Iteration 46Q (54647.690000 sec): 3 clusters
  Score: Raw -2106558.779122 + Penalty 3199.007631 = -2103359.771491
  nChanged 26
		SP:Iteration 47Q (54648.000000 sec): 3 clusters
  Score: Raw -2106570.566521 + Penalty 3199.007631 = -2103371.558890
  nChanged 24
		SP:Iteration 48Q (54648.270000 sec): 3 clusters
  Score: Raw -2106579.144512 + Penalty 3199.007631 = -2103380.136882
  nChanged 18
		SP:Iteration 49Q (54648.530000 sec): 3 clusters
  Score: Raw -2106585.045442 + Penalty 3199.007631 = -2103386.037811
  nChanged 20
		SP:Iteration 50Q (54648.780000 sec): 3 clusters
  Score: Raw -2106591.653071 + Penalty 3199.007631 = -2103392.645440
  nChanged 21
		SP:Iteration 51Q (54649.050000 sec): 3 clusters
  Score: Raw -2106598.768833 + Penalty 3199.007631 = -2103399.761202
  nChanged 20
		SP:Iteration 52Q (54649.370000 sec): 3 clusters
  Score: Raw -2106605.309588 + Penalty 3199.007631 = -2103406.301957
  nChanged 15
		SP:Iteration 53Q (54649.610000 sec): 3 clusters
  Score: Raw -2106610.121486 + Penalty 3199.007631 = -2103411.113856
  nChanged 6
		SP:Iteration 54Q (54649.950000 sec): 3 clusters
  Score: Raw -2106611.536063 + Penalty 3199.007631 = -2103412.528432
  nChanged 7
		SP:Iteration 55Q (54650.240000 sec): 3 clusters
  Score: Raw -2106612.994643 + Penalty 3199.007631 = -2103413.987012
  nChanged 2
		SP:Iteration 56Q (54650.550000 sec): 3 clusters
  Score: Raw -2106613.222846 + Penalty 3199.007631 = -2103414.215215
  nChanged 1
		SP:Iteration 57Q (54650.830000 sec): 3 clusters
  Score: Raw -2106613.388881 + Penalty 3199.007631 = -2103414.381250
  nChanged 1
		SP:Iteration 58Q (54651.110000 sec): 3 clusters
  Score: Raw -2106613.617736 + Penalty 3199.007631 = -2103414.610105
  nChanged 1
		SP:Iteration 59Q (54651.380000 sec): 3 clusters
  Score: Raw -2106613.835593 + Penalty 3199.007631 = -2103414.827962
  nChanged 2
		SP:Iteration 60F (54651.690000 sec): 3 clusters
  Score: Raw -2106614.308448 + Penalty 3199.007631 = -2103415.300817
  nChanged 1
		SP:Iteration 61Q (54651.920000 sec): 3 clusters
  Score: Raw -2106614.661650 + Penalty 3199.007631 = -2103415.654019
  nChanged 2
		SP:Iteration 62Q (54652.220000 sec): 3 clusters
  Score: Raw -2106614.885543 + Penalty 3199.007631 = -2103415.877912
  nChanged 4
		SP:Iteration 63Q (54652.450000 sec): 3 clusters
  Score: Raw -2106615.566540 + Penalty 3199.007631 = -2103416.558910
  nChanged 3
		SP:Iteration 64Q (54652.710000 sec): 3 clusters
  Score: Raw -2106616.391490 + Penalty 3199.007631 = -2103417.383859
  nChanged 6
		SP:Iteration 65Q (54652.960000 sec): 3 clusters
  Score: Raw -2106618.899876 + Penalty 3199.007631 = -2103419.892245
  nChanged 6
		SP:Iteration 66Q (54653.200000 sec): 3 clusters
  Score: Raw -2106621.855060 + Penalty 3199.007631 = -2103422.847429
  nChanged 7
		SP:Iteration 67Q (54653.450000 sec): 3 clusters
  Score: Raw -2106624.104397 + Penalty 3199.007631 = -2103425.096767
  nChanged 12
		SP:Iteration 68Q (54653.680000 sec): 3 clusters
  Score: Raw -2106628.446495 + Penalty 3199.007631 = -2103429.438864
  nChanged 13
		SP:Iteration 69Q (54653.950000 sec): 3 clusters
  Score: Raw -2106634.344294 + Penalty 3199.007631 = -2103435.336663
  nChanged 12
		SP:Iteration 70Q (54654.160000 sec): 3 clusters
  Score: Raw -2106640.366353 + Penalty 3199.007631 = -2103441.358722
  nChanged 11
		SP:Iteration 71Q (54654.430000 sec): 3 clusters
  Score: Raw -2106644.418412 + Penalty 3199.007631 = -2103445.410781
  nChanged 8
		SP:Iteration 72Q (54654.700000 sec): 3 clusters
  Score: Raw -2106646.512452 + Penalty 3199.007631 = -2103447.504821
  nChanged 6
		SP:Iteration 73Q (54654.980000 sec): 3 clusters
  Score: Raw -2106648.245249 + Penalty 3199.007631 = -2103449.237618
  nChanged 4
		SP:Iteration 74Q (54655.180000 sec): 3 clusters
  Score: Raw -2106649.503975 + Penalty 3199.007631 = -2103450.496344
  nChanged 6
		SP:Iteration 75Q (54655.510000 sec): 3 clusters
  Score: Raw -2106652.063242 + Penalty 3199.007631 = -2103453.055611
  nChanged 8
		SP:Iteration 76Q (54655.790000 sec): 3 clusters
  Score: Raw -2106655.611821 + Penalty 3199.007631 = -2103456.604190
  nChanged 9
		SP:Iteration 77Q (54656.040000 sec): 3 clusters
  Score: Raw -2106659.830358 + Penalty 3199.007631 = -2103460.822727
  nChanged 8
		SP:Iteration 78Q (54656.300000 sec): 3 clusters
  Score: Raw -2106662.933531 + Penalty 3199.007631 = -2103463.925900
  nChanged 8
		SP:Iteration 79Q (54656.610000 sec): 3 clusters
  Score: Raw -2106665.130941 + Penalty 3199.007631 = -2103466.123310
  nChanged 8
		SP:Iteration 80F (54656.950000 sec): 3 clusters
  Score: Raw -2106668.009358 + Penalty 3199.007631 = -2103469.001727
  nChanged 6
		SP:Iteration 81Q (54657.270000 sec): 3 clusters
  Score: Raw -2106669.833637 + Penalty 3199.007631 = -2103470.826006
  nChanged 6
		SP:Iteration 82Q (54657.550000 sec): 3 clusters
  Score: Raw -2106672.829557 + Penalty 3199.007631 = -2103473.821926
  nChanged 7
		SP:Iteration 83Q (54657.790000 sec): 3 clusters
  Score: Raw -2106675.079299 + Penalty 3199.007631 = -2103476.071668
  nChanged 6
		SP:Iteration 84Q (54658.080000 sec): 3 clusters
  Score: Raw -2106677.698391 + Penalty 3199.007631 = -2103478.690760
  nChanged 4
		SP:Iteration 85Q (54658.300000 sec): 3 clusters
  Score: Raw -2106679.391190 + Penalty 3199.007631 = -2103480.383559
  nChanged 5
		SP:Iteration 86Q (54658.550000 sec): 3 clusters
  Score: Raw -2106680.836769 + Penalty 3199.007631 = -2103481.829139
  nChanged 3
		SP:Iteration 87Q (54658.790000 sec): 3 clusters
  Score: Raw -2106682.004959 + Penalty 3199.007631 = -2103482.997328
  nChanged 2
		SP:Iteration 88Q (54659.030000 sec): 3 clusters
  Score: Raw -2106682.612667 + Penalty 3199.007631 = -2103483.605036
  nChanged 2
		SP:Iteration 89Q (54659.350000 sec): 3 clusters
  Score: Raw -2106682.986695 + Penalty 3199.007631 = -2103483.979064
  nChanged 1
		SP:Iteration 90Q (54659.610000 sec): 3 clusters
  Score: Raw -2106683.247096 + Penalty 3199.007631 = -2103484.239465
  nChanged 1
		SP:Iteration 91Q (54659.860000 sec): 3 clusters
  Score: Raw -2106683.644200 + Penalty 3199.007631 = -2103484.636569
  nChanged 0
		SP:Iteration 92F (54660.180000 sec): 3 clusters
  Score: Raw -2106683.644200 + Penalty 3199.007631 = -2103484.636569
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (348059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54661.670000 sec): 2 clusters
  Score: Raw -39700401.167380 + Penalty 2073.520684 = -39698327.646696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54663.370000 sec): 3 clusters
  Score: Raw -39467451.913894 + Penalty 4147.041368 = -39463304.872526
  nChanged 169973
		SP:Iteration 1F (54665.030000 sec): 3 clusters
  Score: Raw -39573134.766018 + Penalty 4147.041368 = -39568987.724651
  nChanged 14440
		SP:Iteration 2Q (54666.820000 sec): 3 clusters
  Score: Raw -39578366.526995 + Penalty 4147.041368 = -39574219.485627
  nChanged 16585
		SP:Iteration 3Q (54668.630000 sec): 3 clusters
  Score: Raw -39585790.107352 + Penalty 4147.041368 = -39581643.065985
  nChanged 19038
		SP:Iteration 4F (54670.270000 sec): 3 clusters
  Score: Raw -39596165.699048 + Penalty 4147.041368 = -39592018.657681
  nChanged 21383
		SP:Iteration 5F (54672.050000 sec): 3 clusters
  Score: Raw -39609418.917043 + Penalty 4147.041368 = -39605271.875675
  nChanged 22538
		SP:Iteration 6F (54673.950000 sec): 3 clusters
  Score: Raw -39624644.402751 + Penalty 4147.041368 = -39620497.361384
  nChanged 21821
		SP:Iteration 7F (54675.680000 sec): 3 clusters
  Score: Raw -39639340.569824 + Penalty 4147.041368 = -39635193.528456
  nChanged 18680
		SP:Iteration 8F (54677.430000 sec): 3 clusters
  Score: Raw -39649288.506020 + Penalty 4147.041368 = -39645141.464652
  nChanged 13211
		SP:Iteration 9Q (54679.290000 sec): 3 clusters
  Score: Raw -39653895.075713 + Penalty 4147.041368 = -39649748.034346
  nChanged 8048
		SP:Iteration 10Q (54681.270000 sec): 3 clusters
  Score: Raw -39655668.069344 + Penalty 4147.041368 = -39651521.027977
  nChanged 4903
		SP:Iteration 11Q (54683.090000 sec): 3 clusters
  Score: Raw -39656553.850681 + Penalty 4147.041368 = -39652406.809313
  nChanged 3794
		SP:Iteration 12Q (54685.010000 sec): 3 clusters
  Score: Raw -39657247.573903 + Penalty 4147.041368 = -39653100.532536
  nChanged 3474
		SP:Iteration 13Q (54686.820000 sec): 3 clusters
  Score: Raw -39657898.345549 + Penalty 4147.041368 = -39653751.304182
  nChanged 3332
		SP:Iteration 14Q (54688.560000 sec): 3 clusters
  Score: Raw -39658531.318443 + Penalty 4147.041368 = -39654384.277076
  nChanged 3304
		SP:Iteration 15Q (54690.280000 sec): 3 clusters
  Score: Raw -39659169.595562 + Penalty 4147.041368 = -39655022.554194
  nChanged 3380
		SP:Iteration 16Q (54692.100000 sec): 3 clusters
  Score: Raw -39659851.531123 + Penalty 4147.041368 = -39655704.489756
  nChanged 3465
		SP:Iteration 17Q (54693.980000 sec): 3 clusters
  Score: Raw -39660563.231963 + Penalty 4147.041368 = -39656416.190596
  nChanged 3575
		SP:Iteration 18Q (54695.790000 sec): 3 clusters
  Score: Raw -39661300.220916 + Penalty 4147.041368 = -39657153.179549
  nChanged 3660
		SP:Iteration 19Q (54697.580000 sec): 3 clusters
  Score: Raw -39662063.023505 + Penalty 4147.041368 = -39657915.982138
  nChanged 3779
		SP:Iteration 20F (54699.290000 sec): 3 clusters
  Score: Raw -39662870.165050 + Penalty 4147.041368 = -39658723.123683
  nChanged 3827
		SP:Iteration 21Q (54700.960000 sec): 3 clusters
  Score: Raw -39663711.257284 + Penalty 4147.041368 = -39659564.215917
  nChanged 4031
		SP:Iteration 22Q (54702.650000 sec): 3 clusters
  Score: Raw -39664634.451720 + Penalty 4147.041368 = -39660487.410353
  nChanged 4208
		SP:Iteration 23Q (54704.360000 sec): 3 clusters
  Score: Raw -39665630.998176 + Penalty 4147.041368 = -39661483.956809
  nChanged 4391
		SP:Iteration 24Q (54705.960000 sec): 3 clusters
  Score: Raw -39666702.417239 + Penalty 4147.041368 = -39662555.375871
  nChanged 4481
		SP:Iteration 25Q (54707.580000 sec): 3 clusters
  Score: Raw -39667881.223737 + Penalty 4147.041368 = -39663734.182370
  nChanged 4677
		SP:Iteration 26Q (54709.510000 sec): 3 clusters
  Score: Raw -39669196.870376 + Penalty 4147.041368 = -39665049.829009
  nChanged 4987
		SP:Iteration 27Q (54711.700000 sec): 3 clusters
  Score: Raw -39670697.394523 + Penalty 4147.041368 = -39666550.353156
  nChanged 5170
		SP:Iteration 28Q (54713.830000 sec): 3 clusters
  Score: Raw -39672349.528423 + Penalty 4147.041368 = -39668202.487056
  nChanged 5301
		SP:Iteration 29Q (54715.960000 sec): 3 clusters
  Score: Raw -39674200.247922 + Penalty 4147.041368 = -39670053.206555
  nChanged 5445
		SP:Iteration 30Q (54718.050000 sec): 3 clusters
  Score: Raw -39676255.098131 + Penalty 4147.041368 = -39672108.056764
  nChanged 5482
		SP:Iteration 31Q (54719.840000 sec): 3 clusters
  Score: Raw -39678463.150760 + Penalty 4147.041368 = -39674316.109392
  nChanged 5407
		SP:Iteration 32Q (54721.600000 sec): 3 clusters
  Score: Raw -39680710.338223 + Penalty 4147.041368 = -39676563.296855
  nChanged 5244
		SP:Iteration 33Q (54723.250000 sec): 3 clusters
  Score: Raw -39682840.514481 + Penalty 4147.041368 = -39678693.473113
  nChanged 5031
		SP:Iteration 34Q (54725.090000 sec): 3 clusters
  Score: Raw -39684799.019751 + Penalty 4147.041368 = -39680651.978383
  nChanged 4611
		SP:Iteration 35Q (54726.830000 sec): 3 clusters
  Score: Raw -39686488.259312 + Penalty 4147.041368 = -39682341.217944
  nChanged 4236
		SP:Iteration 36Q (54728.510000 sec): 3 clusters
  Score: Raw -39687904.571949 + Penalty 4147.041368 = -39683757.530582
  nChanged 3879
		SP:Iteration 37Q (54730.170000 sec): 3 clusters
  Score: Raw -39689085.269126 + Penalty 4147.041368 = -39684938.227758
  nChanged 3617
		SP:Iteration 38Q (54731.840000 sec): 3 clusters
  Score: Raw -39690101.078463 + Penalty 4147.041368 = -39685954.037095
  nChanged 3316
		SP:Iteration 39Q (54733.510000 sec): 3 clusters
  Score: Raw -39690945.811596 + Penalty 4147.041368 = -39686798.770229
  nChanged 3124
		SP:Iteration 40F (54735.130000 sec): 3 clusters
  Score: Raw -39691876.697499 + Penalty 4147.041368 = -39687729.656132
  nChanged 3143
		SP:Iteration 41Q (54736.700000 sec): 3 clusters
  Score: Raw -39692702.492625 + Penalty 4147.041368 = -39688555.451258
  nChanged 3008
		SP:Iteration 42Q (54738.320000 sec): 3 clusters
  Score: Raw -39693448.664396 + Penalty 4147.041368 = -39689301.623029
  nChanged 2871
		SP:Iteration 43Q (54739.890000 sec): 3 clusters
  Score: Raw -39694152.425236 + Penalty 4147.041368 = -39690005.383868
  nChanged 2750
		SP:Iteration 44Q (54741.430000 sec): 3 clusters
  Score: Raw -39694806.494705 + Penalty 4147.041368 = -39690659.453338
  nChanged 2550
		SP:Iteration 45Q (54742.970000 sec): 3 clusters
  Score: Raw -39695387.342841 + Penalty 4147.041368 = -39691240.301473
  nChanged 2379
		SP:Iteration 46Q (54744.480000 sec): 3 clusters
  Score: Raw -39695911.558385 + Penalty 4147.041368 = -39691764.517017
  nChanged 2293
		SP:Iteration 47Q (54746.080000 sec): 3 clusters
  Score: Raw -39696409.659349 + Penalty 4147.041368 = -39692262.617982
  nChanged 2140
		SP:Iteration 48Q (54747.680000 sec): 3 clusters
  Score: Raw -39696858.015113 + Penalty 4147.041368 = -39692710.973745
  nChanged 1991
		SP:Iteration 49Q (54749.390000 sec): 3 clusters
  Score: Raw -39697257.554664 + Penalty 4147.041368 = -39693110.513297
  nChanged 1883
		SP:Iteration 50Q (54751.060000 sec): 3 clusters
  Score: Raw -39697634.425529 + Penalty 4147.041368 = -39693487.384161
  nChanged 1772
		SP:Iteration 51Q (54752.730000 sec): 3 clusters
  Score: Raw -39697970.540044 + Penalty 4147.041368 = -39693823.498677
  nChanged 1718
		SP:Iteration 52Q (54754.470000 sec): 3 clusters
  Score: Raw -39698297.914346 + Penalty 4147.041368 = -39694150.872979
  nChanged 1697
		SP:Iteration 53Q (54756.050000 sec): 3 clusters
  Score: Raw -39698623.017765 + Penalty 4147.041368 = -39694475.976397
  nChanged 1635
		SP:Iteration 54Q (54757.640000 sec): 3 clusters
  Score: Raw -39698923.919207 + Penalty 4147.041368 = -39694776.877840
  nChanged 1439
		SP:Iteration 55Q (54759.330000 sec): 3 clusters
  Score: Raw -39699180.965773 + Penalty 4147.041368 = -39695033.924405
  nChanged 1417
		SP:Iteration 56Q (54760.950000 sec): 3 clusters
  Score: Raw -39699427.207675 + Penalty 4147.041368 = -39695280.166308
  nChanged 1289
		SP:Iteration 57Q (54762.610000 sec): 3 clusters
  Score: Raw -39699643.249211 + Penalty 4147.041368 = -39695496.207844
  nChanged 1193
		SP:Iteration 58Q (54764.190000 sec): 3 clusters
  Score: Raw -39699838.249139 + Penalty 4147.041368 = -39695691.207772
  nChanged 1124
		SP:Iteration 59Q (54765.730000 sec): 3 clusters
  Score: Raw -39700013.970363 + Penalty 4147.041368 = -39695866.928995
  nChanged 1016
		SP:Iteration 60F (54767.400000 sec): 3 clusters
  Score: Raw -39700170.117520 + Penalty 4147.041368 = -39696023.076153
  nChanged 971
		SP:Iteration 61Q (54768.910000 sec): 3 clusters
  Score: Raw -39700316.396161 + Penalty 4147.041368 = -39696169.354794
  nChanged 880
		SP:Iteration 62Q (54770.410000 sec): 3 clusters
  Score: Raw -39700440.609449 + Penalty 4147.041368 = -39696293.568081
  nChanged 843
		SP:Iteration 63Q (54771.940000 sec): 3 clusters
  Score: Raw -39700563.546017 + Penalty 4147.041368 = -39696416.504650
  nChanged 785
		SP:Iteration 64Q (54773.550000 sec): 3 clusters
  Score: Raw -39700686.848494 + Penalty 4147.041368 = -39696539.807126
  nChanged 803
		SP:Iteration 65Q (54775.240000 sec): 3 clusters
  Score: Raw -39700811.879769 + Penalty 4147.041368 = -39696664.838401
  nChanged 774
		SP:Iteration 66Q (54776.880000 sec): 3 clusters
  Score: Raw -39700938.412868 + Penalty 4147.041368 = -39696791.371500
  nChanged 772
		SP:Iteration 67Q (54778.610000 sec): 3 clusters
  Score: Raw -39701083.596038 + Penalty 4147.041368 = -39696936.554670
  nChanged 823
		SP:Iteration 68Q (54780.300000 sec): 3 clusters
  Score: Raw -39701264.926059 + Penalty 4147.041368 = -39697117.884691
  nChanged 865
		SP:Iteration 69Q (54781.960000 sec): 3 clusters
  Score: Raw -39701478.702872 + Penalty 4147.041368 = -39697331.661504
  nChanged 907
		SP:Iteration 70Q (54783.630000 sec): 3 clusters
  Score: Raw -39701730.674827 + Penalty 4147.041368 = -39697583.633460
  nChanged 1012
		SP:Iteration 71Q (54785.310000 sec): 3 clusters
  Score: Raw -39702059.339264 + Penalty 4147.041368 = -39697912.297896
  nChanged 1071
		SP:Iteration 72Q (54786.930000 sec): 3 clusters
  Score: Raw -39702436.644457 + Penalty 4147.041368 = -39698289.603090
  nChanged 1193
		SP:Iteration 73Q (54788.490000 sec): 3 clusters
  Score: Raw -39702926.810716 + Penalty 4147.041368 = -39698779.769349
  nChanged 1333
		SP:Iteration 74Q (54790.050000 sec): 3 clusters
  Score: Raw -39703538.230938 + Penalty 4147.041368 = -39699391.189570
  nChanged 1459
		SP:Iteration 75Q (54791.670000 sec): 3 clusters
  Score: Raw -39704263.036865 + Penalty 4147.041368 = -39700115.995497
  nChanged 1488
		SP:Iteration 76Q (54793.190000 sec): 3 clusters
  Score: Raw -39704995.527208 + Penalty 4147.041368 = -39700848.485840
  nChanged 1468
		SP:Iteration 77Q (54794.760000 sec): 3 clusters
  Score: Raw -39705714.803394 + Penalty 4147.041368 = -39701567.762026
  nChanged 1386
		SP:Iteration 78Q (54796.300000 sec): 3 clusters
  Score: Raw -39706367.525638 + Penalty 4147.041368 = -39702220.484270
  nChanged 1288
		SP:Iteration 79Q (54797.900000 sec): 3 clusters
  Score: Raw -39706923.779803 + Penalty 4147.041368 = -39702776.738436
  nChanged 1116
		SP:Iteration 80F (54799.510000 sec): 3 clusters
  Score: Raw -39707326.967480 + Penalty 4147.041368 = -39703179.926112
  nChanged 904
		SP:Iteration 81Q (54800.990000 sec): 3 clusters
  Score: Raw -39707587.990982 + Penalty 4147.041368 = -39703440.949615
  nChanged 692
		SP:Iteration 82Q (54802.440000 sec): 3 clusters
  Score: Raw -39707750.489073 + Penalty 4147.041368 = -39703603.447706
  nChanged 521
		SP:Iteration 83Q (54804.130000 sec): 3 clusters
  Score: Raw -39707858.391236 + Penalty 4147.041368 = -39703711.349869
  nChanged 434
		SP:Iteration 84Q (54805.680000 sec): 3 clusters
  Score: Raw -39707930.782310 + Penalty 4147.041368 = -39703783.740942
  nChanged 337
		SP:Iteration 85Q (54807.270000 sec): 3 clusters
  Score: Raw -39707975.403019 + Penalty 4147.041368 = -39703828.361652
  nChanged 255
		SP:Iteration 86Q (54808.790000 sec): 3 clusters
  Score: Raw -39708001.403814 + Penalty 4147.041368 = -39703854.362446
  nChanged 174
		SP:Iteration 87Q (54810.220000 sec): 3 clusters
  Score: Raw -39708017.354506 + Penalty 4147.041368 = -39703870.313138
  nChanged 132
		SP:Iteration 88Q (54811.630000 sec): 3 clusters
  Score: Raw -39708028.707156 + Penalty 4147.041368 = -39703881.665788
  nChanged 103
		SP:Iteration 89Q (54813.030000 sec): 3 clusters
  Score: Raw -39708035.631564 + Penalty 4147.041368 = -39703888.590197
  nChanged 72
		SP:Iteration 90Q (54814.470000 sec): 3 clusters
  Score: Raw -39708039.281567 + Penalty 4147.041368 = -39703892.240199
  nChanged 50
		SP:Iteration 91Q (54815.860000 sec): 3 clusters
  Score: Raw -39708041.934353 + Penalty 4147.041368 = -39703894.892986
  nChanged 46
		SP:Iteration 92Q (54817.370000 sec): 3 clusters
  Score: Raw -39708043.972555 + Penalty 4147.041368 = -39703896.931187
  nChanged 33
		SP:Iteration 93Q (54818.890000 sec): 3 clusters
  Score: Raw -39708045.378637 + Penalty 4147.041368 = -39703898.337270
  nChanged 29
		SP:Iteration 94Q (54820.490000 sec): 3 clusters
  Score: Raw -39708046.608008 + Penalty 4147.041368 = -39703899.566640
  nChanged 25
		SP:Iteration 95Q (54822.200000 sec): 3 clusters
  Score: Raw -39708047.508800 + Penalty 4147.041368 = -39703900.467432
  nChanged 22
		SP:Iteration 96Q (54823.880000 sec): 3 clusters
  Score: Raw -39708048.326415 + Penalty 4147.041368 = -39703901.285047
  nChanged 16
		SP:Iteration 97Q (54825.400000 sec): 3 clusters
  Score: Raw -39708048.876159 + Penalty 4147.041368 = -39703901.834792
  nChanged 8
		SP:Iteration 98Q (54826.880000 sec): 3 clusters
  Score: Raw -39708049.124593 + Penalty 4147.041368 = -39703902.083225
  nChanged 11
		SP:Iteration 99Q (54828.490000 sec): 3 clusters
  Score: Raw -39708049.515349 + Penalty 4147.041368 = -39703902.473981
  nChanged 9
		SP:Iteration 100F (54830.140000 sec): 3 clusters
  Score: Raw -39708049.787164 + Penalty 4147.041368 = -39703902.745796
  nChanged 8
		SP:Iteration 101Q (54831.600000 sec): 3 clusters
  Score: Raw -39708050.014153 + Penalty 4147.041368 = -39703902.972786
  nChanged 7
		SP:Iteration 102Q (54833.270000 sec): 3 clusters
  Score: Raw -39708050.244914 + Penalty 4147.041368 = -39703903.203546
  nChanged 5
		SP:Iteration 103Q (54834.780000 sec): 3 clusters
  Score: Raw -39708050.439310 + Penalty 4147.041368 = -39703903.397943
  nChanged 7
		SP:Iteration 104Q (54836.490000 sec): 3 clusters
  Score: Raw -39708050.710965 + Penalty 4147.041368 = -39703903.669598
  nChanged 6
		SP:Iteration 105Q (54837.870000 sec): 3 clusters
  Score: Raw -39708050.872054 + Penalty 4147.041368 = -39703903.830686
  nChanged 7
		SP:Iteration 106Q (54839.430000 sec): 3 clusters
  Score: Raw -39708051.055840 + Penalty 4147.041368 = -39703904.014472
  nChanged 6
		SP:Iteration 107Q (54840.850000 sec): 3 clusters
  Score: Raw -39708051.199450 + Penalty 4147.041368 = -39703904.158083
  nChanged 2
		SP:Iteration 108Q (54842.220000 sec): 3 clusters
  Score: Raw -39708051.260166 + Penalty 4147.041368 = -39703904.218799
  nChanged 1
		SP:Iteration 109Q (54843.660000 sec): 3 clusters
  Score: Raw -39708051.284636 + Penalty 4147.041368 = -39703904.243269
  nChanged 1
		SP:Iteration 110Q (54845.080000 sec): 3 clusters
  Score: Raw -39708051.306891 + Penalty 4147.041368 = -39703904.265524
  nChanged 2
		SP:Iteration 111Q (54846.580000 sec): 3 clusters
  Score: Raw -39708051.352943 + Penalty 4147.041368 = -39703904.311576
  nChanged 0
		SP:Iteration 112F (54848.230000 sec): 3 clusters
  Score: Raw -39708051.352943 + Penalty 4147.041368 = -39703904.311576
  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 11.42 GB.

 Trying to split cluster 5 (21792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54848.680000 sec): 2 clusters
  Score: Raw -2438501.448282 + Penalty 1623.260959 = -2436878.187323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54849.000000 sec): 3 clusters
  Score: Raw -2425423.511554 + Penalty 3246.521918 = -2422176.989636
  nChanged 9917
		SP:Iteration 1F (54849.300000 sec): 3 clusters
  Score: Raw -2430691.000866 + Penalty 3246.521918 = -2427444.478948
  nChanged 1013
		SP:Iteration 2Q (54849.660000 sec): 3 clusters
  Score: Raw -2431047.234317 + Penalty 3246.521918 = -2427800.712399
  nChanged 970
		SP:Iteration 3Q (54849.980000 sec): 3 clusters
  Score: Raw -2431390.083379 + Penalty 3246.521918 = -2428143.561461
  nChanged 934
		SP:Iteration 4Q (54850.290000 sec): 3 clusters
  Score: Raw -2431729.650364 + Penalty 3246.521918 = -2428483.128447
  nChanged 928
		SP:Iteration 5Q (54850.630000 sec): 3 clusters
  Score: Raw -2432083.369830 + Penalty 3246.521918 = -2428836.847912
  nChanged 909
		SP:Iteration 6Q (54850.960000 sec): 3 clusters
  Score: Raw -2432458.144678 + Penalty 3246.521918 = -2429211.622760
  nChanged 909
		SP:Iteration 7Q (54851.280000 sec): 3 clusters
  Score: Raw -2432882.189591 + Penalty 3246.521918 = -2429635.667673
  nChanged 973
		SP:Iteration 8Q (54851.600000 sec): 3 clusters
  Score: Raw -2433402.151735 + Penalty 3246.521918 = -2430155.629817
  nChanged 1055
		SP:Iteration 9Q (54851.960000 sec): 3 clusters
  Score: Raw -2434031.537915 + Penalty 3246.521918 = -2430785.015997
  nChanged 1100
		SP:Iteration 10F (54852.330000 sec): 3 clusters
  Score: Raw -2434745.869870 + Penalty 3246.521918 = -2431499.347952
  nChanged 1044
		SP:Iteration 11Q (54852.680000 sec): 3 clusters
  Score: Raw -2435449.619867 + Penalty 3246.521918 = -2432203.097949
  nChanged 923
		SP:Iteration 12Q (54852.980000 sec): 3 clusters
  Score: Raw -2436089.597238 + Penalty 3246.521918 = -2432843.075320
  nChanged 782
		SP:Iteration 13Q (54853.310000 sec): 3 clusters
  Score: Raw -2436613.557461 + Penalty 3246.521918 = -2433367.035544
  nChanged 637
		SP:Iteration 14Q (54853.640000 sec): 3 clusters
  Score: Raw -2437053.851014 + Penalty 3246.521918 = -2433807.329096
  nChanged 506
		SP:Iteration 15Q (54854.020000 sec): 3 clusters
  Score: Raw -2437390.586581 + Penalty 3246.521918 = -2434144.064663
  nChanged 412
		SP:Iteration 16Q (54854.350000 sec): 3 clusters
  Score: Raw -2437632.699884 + Penalty 3246.521918 = -2434386.177966
  nChanged 311
		SP:Iteration 17Q (54854.600000 sec): 3 clusters
  Score: Raw -2437813.183368 + Penalty 3246.521918 = -2434566.661450
  nChanged 263
		SP:Iteration 18Q (54854.940000 sec): 3 clusters
  Score: Raw -2437970.565822 + Penalty 3246.521918 = -2434724.043904
  nChanged 226
		SP:Iteration 19Q (54855.250000 sec): 3 clusters
  Score: Raw -2438108.928027 + Penalty 3246.521918 = -2434862.406109
  nChanged 193
		SP:Iteration 20F (54855.560000 sec): 3 clusters
  Score: Raw -2438225.817641 + Penalty 3246.521918 = -2434979.295723
  nChanged 146
		SP:Iteration 21Q (54855.830000 sec): 3 clusters
  Score: Raw -2438309.602054 + Penalty 3246.521918 = -2435063.080136
  nChanged 114
		SP:Iteration 22Q (54856.140000 sec): 3 clusters
  Score: Raw -2438376.419144 + Penalty 3246.521918 = -2435129.897226
  nChanged 89
		SP:Iteration 23Q (54856.400000 sec): 3 clusters
  Score: Raw -2438430.086645 + Penalty 3246.521918 = -2435183.564728
  nChanged 78
		SP:Iteration 24Q (54856.690000 sec): 3 clusters
  Score: Raw -2438475.861397 + Penalty 3246.521918 = -2435229.339479
  nChanged 69
		SP:Iteration 25Q (54856.920000 sec): 3 clusters
  Score: Raw -2438518.150967 + Penalty 3246.521918 = -2435271.629049
  nChanged 55
		SP:Iteration 26Q (54857.180000 sec): 3 clusters
  Score: Raw -2438552.264011 + Penalty 3246.521918 = -2435305.742093
  nChanged 45
		SP:Iteration 27Q (54857.460000 sec): 3 clusters
  Score: Raw -2438581.858374 + Penalty 3246.521918 = -2435335.336457
  nChanged 40
		SP:Iteration 28Q (54857.730000 sec): 3 clusters
  Score: Raw -2438614.776855 + Penalty 3246.521918 = -2435368.254937
  nChanged 31
		SP:Iteration 29Q (54858.020000 sec): 3 clusters
  Score: Raw -2438639.680997 + Penalty 3246.521918 = -2435393.159079
  nChanged 25
		SP:Iteration 30Q (54858.310000 sec): 3 clusters
  Score: Raw -2438662.805517 + Penalty 3246.521918 = -2435416.283599
  nChanged 17
		SP:Iteration 31Q (54858.600000 sec): 3 clusters
  Score: Raw -2438676.024264 + Penalty 3246.521918 = -2435429.502346
  nChanged 16
		SP:Iteration 32Q (54858.920000 sec): 3 clusters
  Score: Raw -2438689.057349 + Penalty 3246.521918 = -2435442.535431
  nChanged 10
		SP:Iteration 33Q (54859.170000 sec): 3 clusters
  Score: Raw -2438697.880085 + Penalty 3246.521918 = -2435451.358167
  nChanged 10
		SP:Iteration 34Q (54859.510000 sec): 3 clusters
  Score: Raw -2438706.626238 + Penalty 3246.521918 = -2435460.104320
  nChanged 9
		SP:Iteration 35Q (54859.760000 sec): 3 clusters
  Score: Raw -2438713.436418 + Penalty 3246.521918 = -2435466.914500
  nChanged 9
		SP:Iteration 36Q (54860.080000 sec): 3 clusters
  Score: Raw -2438719.359231 + Penalty 3246.521918 = -2435472.837313
  nChanged 2
		SP:Iteration 37Q (54860.430000 sec): 3 clusters
  Score: Raw -2438720.104317 + Penalty 3246.521918 = -2435473.582399
  nChanged 1
		SP:Iteration 38Q (54860.770000 sec): 3 clusters
  Score: Raw -2438720.661516 + Penalty 3246.521918 = -2435474.139599
  nChanged 0
		SP:Iteration 39F (54861.060000 sec): 3 clusters
  Score: Raw -2438720.661516 + Penalty 3246.521918 = -2435474.139599
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (34468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54861.310000 sec): 2 clusters
  Score: Raw -4077688.061347 + Penalty 1697.765328 = -4075990.296019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54861.620000 sec): 3 clusters
  Score: Raw -4056264.103170 + Penalty 3395.530657 = -4052868.572513
  nChanged 16002
		SP:Iteration 1F (54861.990000 sec): 3 clusters
  Score: Raw -4065243.336040 + Penalty 3395.530657 = -4061847.805383
  nChanged 1627
		SP:Iteration 2Q (54862.380000 sec): 3 clusters
  Score: Raw -4065815.915879 + Penalty 3395.530657 = -4062420.385222
  nChanged 1614
		SP:Iteration 3Q (54862.770000 sec): 3 clusters
  Score: Raw -4066428.059708 + Penalty 3395.530657 = -4063032.529052
  nChanged 1631
		SP:Iteration 4Q (54863.170000 sec): 3 clusters
  Score: Raw -4067171.980347 + Penalty 3395.530657 = -4063776.449690
  nChanged 1822
		SP:Iteration 5F (54863.490000 sec): 3 clusters
  Score: Raw -4068196.823328 + Penalty 3395.530657 = -4064801.292671
  nChanged 1946
		SP:Iteration 6F (54863.820000 sec): 3 clusters
  Score: Raw -4069531.947309 + Penalty 3395.530657 = -4066136.416652
  nChanged 2086
		SP:Iteration 7F (54864.180000 sec): 3 clusters
  Score: Raw -4071141.384591 + Penalty 3395.530657 = -4067745.853934
  nChanged 2067
		SP:Iteration 8F (54864.530000 sec): 3 clusters
  Score: Raw -4072667.846890 + Penalty 3395.530657 = -4069272.316233
  nChanged 1777
		SP:Iteration 9F (54864.900000 sec): 3 clusters
  Score: Raw -4073803.082272 + Penalty 3395.530657 = -4070407.551616
  nChanged 1391
		SP:Iteration 10Q (54865.240000 sec): 3 clusters
  Score: Raw -4074605.915898 + Penalty 3395.530657 = -4071210.385241
  nChanged 1148
		SP:Iteration 11Q (54865.600000 sec): 3 clusters
  Score: Raw -4075235.411662 + Penalty 3395.530657 = -4071839.881005
  nChanged 1016
		SP:Iteration 12Q (54865.980000 sec): 3 clusters
  Score: Raw -4075796.985822 + Penalty 3395.530657 = -4072401.455165
  nChanged 920
		SP:Iteration 13Q (54866.290000 sec): 3 clusters
  Score: Raw -4076319.500643 + Penalty 3395.530657 = -4072923.969986
  nChanged 904
		SP:Iteration 14Q (54866.660000 sec): 3 clusters
  Score: Raw -4076871.869900 + Penalty 3395.530657 = -4073476.339243
  nChanged 831
		SP:Iteration 15Q (54867.040000 sec): 3 clusters
  Score: Raw -4077406.115710 + Penalty 3395.530657 = -4074010.585053
  nChanged 730
		SP:Iteration 16Q (54867.400000 sec): 3 clusters
  Score: Raw -4077856.976313 + Penalty 3395.530657 = -4074461.445656
  nChanged 635
		SP:Iteration 17Q (54867.760000 sec): 3 clusters
  Score: Raw -4078234.707300 + Penalty 3395.530657 = -4074839.176643
  nChanged 511
		SP:Iteration 18Q (54868.050000 sec): 3 clusters
  Score: Raw -4078507.943082 + Penalty 3395.530657 = -4075112.412425
  nChanged 417
		SP:Iteration 19Q (54868.400000 sec): 3 clusters
  Score: Raw -4078712.618067 + Penalty 3395.530657 = -4075317.087411
  nChanged 318
		SP:Iteration 20F (54868.760000 sec): 3 clusters
  Score: Raw -4078852.574042 + Penalty 3395.530657 = -4075457.043385
  nChanged 246
		SP:Iteration 21Q (54869.130000 sec): 3 clusters
  Score: Raw -4078945.591725 + Penalty 3395.530657 = -4075550.061069
  nChanged 209
		SP:Iteration 22Q (54869.480000 sec): 3 clusters
  Score: Raw -4079013.712100 + Penalty 3395.530657 = -4075618.181443
  nChanged 150
		SP:Iteration 23Q (54869.820000 sec): 3 clusters
  Score: Raw -4079055.779692 + Penalty 3395.530657 = -4075660.249035
  nChanged 122
		SP:Iteration 24Q (54870.180000 sec): 3 clusters
  Score: Raw -4079087.922753 + Penalty 3395.530657 = -4075692.392096
  nChanged 91
		SP:Iteration 25Q (54870.480000 sec): 3 clusters
  Score: Raw -4079111.586055 + Penalty 3395.530657 = -4075716.055398
  nChanged 78
		SP:Iteration 26Q (54870.850000 sec): 3 clusters
  Score: Raw -4079130.711086 + Penalty 3395.530657 = -4075735.180429
  nChanged 66
		SP:Iteration 27Q (54871.170000 sec): 3 clusters
  Score: Raw -4079145.864372 + Penalty 3395.530657 = -4075750.333715
  nChanged 54
		SP:Iteration 28Q (54871.540000 sec): 3 clusters
  Score: Raw -4079157.980363 + Penalty 3395.530657 = -4075762.449706
  nChanged 52
		SP:Iteration 29Q (54871.900000 sec): 3 clusters
  Score: Raw -4079166.824053 + Penalty 3395.530657 = -4075771.293397
  nChanged 32
		SP:Iteration 30Q (54872.230000 sec): 3 clusters
  Score: Raw -4079172.276294 + Penalty 3395.530657 = -4075776.745637
  nChanged 28
		SP:Iteration 31Q (54872.560000 sec): 3 clusters
  Score: Raw -4079178.894565 + Penalty 3395.530657 = -4075783.363909
  nChanged 32
		SP:Iteration 32Q (54872.910000 sec): 3 clusters
  Score: Raw -4079186.315465 + Penalty 3395.530657 = -4075790.784808
  nChanged 28
		SP:Iteration 33Q (54873.330000 sec): 3 clusters
  Score: Raw -4079190.354172 + Penalty 3395.530657 = -4075794.823515
  nChanged 16
		SP:Iteration 34Q (54873.670000 sec): 3 clusters
  Score: Raw -4079192.854959 + Penalty 3395.530657 = -4075797.324302
  nChanged 14
		SP:Iteration 35Q (54874.010000 sec): 3 clusters
  Score: Raw -4079194.903680 + Penalty 3395.530657 = -4075799.373023
  nChanged 10
		SP:Iteration 36Q (54874.340000 sec): 3 clusters
  Score: Raw -4079196.346411 + Penalty 3395.530657 = -4075800.815754
  nChanged 7
		SP:Iteration 37Q (54874.690000 sec): 3 clusters
  Score: Raw -4079197.397265 + Penalty 3395.530657 = -4075801.866608
  nChanged 7
		SP:Iteration 38Q (54875.030000 sec): 3 clusters
  Score: Raw -4079198.228202 + Penalty 3395.530657 = -4075802.697545
  nChanged 5
		SP:Iteration 39Q (54875.370000 sec): 3 clusters
  Score: Raw -4079198.917420 + Penalty 3395.530657 = -4075803.386764
  nChanged 6
		SP:Iteration 40F (54875.690000 sec): 3 clusters
  Score: Raw -4079199.835460 + Penalty 3395.530657 = -4075804.304804
  nChanged 6
		SP:Iteration 41Q (54875.990000 sec): 3 clusters
  Score: Raw -4079200.551931 + Penalty 3395.530657 = -4075805.021274
  nChanged 5
		SP:Iteration 42Q (54876.310000 sec): 3 clusters
  Score: Raw -4079201.153129 + Penalty 3395.530657 = -4075805.622472
  nChanged 5
		SP:Iteration 43Q (54876.660000 sec): 3 clusters
  Score: Raw -4079201.810975 + Penalty 3395.530657 = -4075806.280318
  nChanged 4
		SP:Iteration 44Q (54876.990000 sec): 3 clusters
  Score: Raw -4079202.318500 + Penalty 3395.530657 = -4075806.787843
  nChanged 1
		SP:Iteration 45Q (54877.340000 sec): 3 clusters
  Score: Raw -4079202.406134 + Penalty 3395.530657 = -4075806.875477
  nChanged 0
		SP:Iteration 46F (54877.670000 sec): 3 clusters
  Score: Raw -4079202.406134 + Penalty 3395.530657 = -4075806.875477
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (55520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54878.010000 sec): 2 clusters
  Score: Raw -6832316.817213 + Penalty 1775.231022 = -6830541.586191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54878.510000 sec): 3 clusters
  Score: Raw -6797013.961705 + Penalty 3550.462043 = -6793463.499661
  nChanged 26048
		SP:Iteration 1F (54878.970000 sec): 3 clusters
  Score: Raw -6812655.720048 + Penalty 3550.462043 = -6809105.258004
  nChanged 2611
		SP:Iteration 2Q (54879.360000 sec): 3 clusters
  Score: Raw -6813714.905874 + Penalty 3550.462043 = -6810164.443831
  nChanged 2871
		SP:Iteration 3F (54879.830000 sec): 3 clusters
  Score: Raw -6815118.907424 + Penalty 3550.462043 = -6811568.445380
  nChanged 3277
		SP:Iteration 4F (54880.270000 sec): 3 clusters
  Score: Raw -6817099.669963 + Penalty 3550.462043 = -6813549.207919
  nChanged 3654
		SP:Iteration 5F (54880.770000 sec): 3 clusters
  Score: Raw -6819652.384210 + Penalty 3550.462043 = -6816101.922166
  nChanged 3744
		SP:Iteration 6F (54881.220000 sec): 3 clusters
  Score: Raw -6822528.900925 + Penalty 3550.462043 = -6818978.438881
  nChanged 3364
		SP:Iteration 7F (54881.670000 sec): 3 clusters
  Score: Raw -6825076.025171 + Penalty 3550.462043 = -6821525.563127
  nChanged 2688
		SP:Iteration 8Q (54882.090000 sec): 3 clusters
  Score: Raw -6827069.133384 + Penalty 3550.462043 = -6823518.671341
  nChanged 2031
		SP:Iteration 9Q (54882.540000 sec): 3 clusters
  Score: Raw -6828488.577152 + Penalty 3550.462043 = -6824938.115109
  nChanged 1505
		SP:Iteration 10Q (54882.960000 sec): 3 clusters
  Score: Raw -6829504.354741 + Penalty 3550.462043 = -6825953.892697
  nChanged 1210
		SP:Iteration 11Q (54883.370000 sec): 3 clusters
  Score: Raw -6830314.013438 + Penalty 3550.462043 = -6826763.551394
  nChanged 977
		SP:Iteration 12Q (54883.700000 sec): 3 clusters
  Score: Raw -6830955.387643 + Penalty 3550.462043 = -6827404.925600
  nChanged 862
		SP:Iteration 13Q (54884.070000 sec): 3 clusters
  Score: Raw -6831518.947096 + Penalty 3550.462043 = -6827968.485053
  nChanged 703
		SP:Iteration 14Q (54884.440000 sec): 3 clusters
  Score: Raw -6831949.969191 + Penalty 3550.462043 = -6828399.507147
  nChanged 578
		SP:Iteration 15Q (54884.790000 sec): 3 clusters
  Score: Raw -6832308.954429 + Penalty 3550.462043 = -6828758.492385
  nChanged 442
		SP:Iteration 16Q (54885.170000 sec): 3 clusters
  Score: Raw -6832578.584486 + Penalty 3550.462043 = -6829028.122443
  nChanged 356
		SP:Iteration 17Q (54885.590000 sec): 3 clusters
  Score: Raw -6832798.910653 + Penalty 3550.462043 = -6829248.448609
  nChanged 275
		SP:Iteration 18Q (54885.960000 sec): 3 clusters
  Score: Raw -6832963.545130 + Penalty 3550.462043 = -6829413.083087
  nChanged 226
		SP:Iteration 19Q (54886.320000 sec): 3 clusters
  Score: Raw -6833089.698761 + Penalty 3550.462043 = -6829539.236718
  nChanged 178
		SP:Iteration 20F (54886.750000 sec): 3 clusters
  Score: Raw -6833183.090463 + Penalty 3550.462043 = -6829632.628419
  nChanged 136
		SP:Iteration 21Q (54887.120000 sec): 3 clusters
  Score: Raw -6833245.203934 + Penalty 3550.462043 = -6829694.741890
  nChanged 81
		SP:Iteration 22Q (54887.490000 sec): 3 clusters
  Score: Raw -6833271.944535 + Penalty 3550.462043 = -6829721.482492
  nChanged 63
		SP:Iteration 23Q (54887.860000 sec): 3 clusters
  Score: Raw -6833289.295515 + Penalty 3550.462043 = -6829738.833472
  nChanged 45
		SP:Iteration 24Q (54888.280000 sec): 3 clusters
  Score: Raw -6833299.067250 + Penalty 3550.462043 = -6829748.605207
  nChanged 29
		SP:Iteration 25Q (54888.630000 sec): 3 clusters
  Score: Raw -6833305.066291 + Penalty 3550.462043 = -6829754.604247
  nChanged 21
		SP:Iteration 26Q (54889.090000 sec): 3 clusters
  Score: Raw -6833308.940281 + Penalty 3550.462043 = -6829758.478238
  nChanged 16
		SP:Iteration 27Q (54889.430000 sec): 3 clusters
  Score: Raw -6833312.250965 + Penalty 3550.462043 = -6829761.788922
  nChanged 17
		SP:Iteration 28Q (54889.940000 sec): 3 clusters
  Score: Raw -6833315.899089 + Penalty 3550.462043 = -6829765.437046
  nChanged 19
		SP:Iteration 29Q (54890.400000 sec): 3 clusters
  Score: Raw -6833321.045981 + Penalty 3550.462043 = -6829770.583937
  nChanged 22
		SP:Iteration 30Q (54890.890000 sec): 3 clusters
  Score: Raw -6833324.843108 + Penalty 3550.462043 = -6829774.381064
  nChanged 12
		SP:Iteration 31Q (54891.400000 sec): 3 clusters
  Score: Raw -6833326.957823 + Penalty 3550.462043 = -6829776.495779
  nChanged 16
		SP:Iteration 32Q (54891.880000 sec): 3 clusters
  Score: Raw -6833329.782692 + Penalty 3550.462043 = -6829779.320649
  nChanged 12
		SP:Iteration 33Q (54892.300000 sec): 3 clusters
  Score: Raw -6833331.952407 + Penalty 3550.462043 = -6829781.490363
  nChanged 9
		SP:Iteration 34Q (54892.690000 sec): 3 clusters
  Score: Raw -6833334.102578 + Penalty 3550.462043 = -6829783.640535
  nChanged 10
		SP:Iteration 35Q (54893.110000 sec): 3 clusters
  Score: Raw -6833335.741705 + Penalty 3550.462043 = -6829785.279662
  nChanged 3
		SP:Iteration 36Q (54893.520000 sec): 3 clusters
  Score: Raw -6833336.090779 + Penalty 3550.462043 = -6829785.628735
  nChanged 1
		SP:Iteration 37Q (54893.890000 sec): 3 clusters
  Score: Raw -6833336.174684 + Penalty 3550.462043 = -6829785.712640
  nChanged 2
		SP:Iteration 38Q (54894.320000 sec): 3 clusters
  Score: Raw -6833336.455106 + Penalty 3550.462043 = -6829785.993063
  nChanged 0
		SP:Iteration 39F (54894.720000 sec): 3 clusters
  Score: Raw -6833336.455106 + Penalty 3550.462043 = -6829785.993063
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54894.880000 sec): 2 clusters
  Score: Raw -70731.601091 + Penalty 1052.007238 = -69679.593853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54895.070000 sec): 3 clusters
  Score: Raw -70623.265786 + Penalty 2104.014476 = -68519.251310
  nChanged 170
		SP:Iteration 1F (54895.210000 sec): 3 clusters
  Score: Raw -70811.290771 + Penalty 2104.014476 = -68707.276295
  nChanged 43
		SP:Iteration 2F (54895.370000 sec): 3 clusters
  Score: Raw -70889.986665 + Penalty 2104.014476 = -68785.972188
  nChanged 22
		SP:Iteration 3Q (54895.530000 sec): 3 clusters
  Score: Raw -70928.448054 + Penalty 2104.014476 = -68824.433577
  nChanged 19
		SP:Iteration 4Q (54895.710000 sec): 3 clusters
  Score: Raw -70966.684927 + Penalty 2104.014476 = -68862.670451
  nChanged 19
		SP:Iteration 5Q (54895.870000 sec): 3 clusters
  Score: Raw -70998.468443 + Penalty 2104.014476 = -68894.453967
  nChanged 14
		SP:Iteration 6Q (54896.060000 sec): 3 clusters
  Score: Raw -71017.768581 + Penalty 2104.014476 = -68913.754104
  nChanged 16
		SP:Iteration 7Q (54896.200000 sec): 3 clusters
  Score: Raw -71048.628707 + Penalty 2104.014476 = -68944.614231
  nChanged 11
		SP:Iteration 8Q (54896.370000 sec): 3 clusters
  Score: Raw -71072.105296 + Penalty 2104.014476 = -68968.090819
  nChanged 7
		SP:Iteration 9Q (54896.560000 sec): 3 clusters
  Score: Raw -71082.880989 + Penalty 2104.014476 = -68978.866513
  nChanged 6
		SP:Iteration 10Q (54896.710000 sec): 3 clusters
  Score: Raw -71092.559492 + Penalty 2104.014476 = -68988.545016
  nChanged 2
		SP:Iteration 11Q (54896.950000 sec): 3 clusters
  Score: Raw -71095.957406 + Penalty 2104.014476 = -68991.942930
  nChanged 2
		SP:Iteration 12Q (54897.130000 sec): 3 clusters
  Score: Raw -71100.360526 + Penalty 2104.014476 = -68996.346050
  nChanged 3
		SP:Iteration 13Q (54897.350000 sec): 3 clusters
  Score: Raw -71105.056127 + Penalty 2104.014476 = -69001.041650
  nChanged 5
		SP:Iteration 14Q (54897.530000 sec): 3 clusters
  Score: Raw -71114.063607 + Penalty 2104.014476 = -69010.049130
  nChanged 1
		SP:Iteration 15Q (54897.720000 sec): 3 clusters
  Score: Raw -71114.546591 + Penalty 2104.014476 = -69010.532115
  nChanged 0
		SP:Iteration 16F (54897.890000 sec): 3 clusters
  Score: Raw -71114.546591 + Penalty 2104.014476 = -69010.532115
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (8145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54898.010000 sec): 2 clusters
  Score: Raw -997064.792063 + Penalty 1463.338422 = -995601.453640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54898.270000 sec): 3 clusters
  Score: Raw -992594.978894 + Penalty 2926.676844 = -989668.302049
  nChanged 3458
		SP:Iteration 1F (54898.550000 sec): 3 clusters
  Score: Raw -994439.115533 + Penalty 2926.676844 = -991512.438688
  nChanged 485
		SP:Iteration 2F (54898.780000 sec): 3 clusters
  Score: Raw -994674.861325 + Penalty 2926.676844 = -991748.184481
  nChanged 417
		SP:Iteration 3F (54899.000000 sec): 3 clusters
  Score: Raw -994864.839460 + Penalty 2926.676844 = -991938.162616
  nChanged 354
		SP:Iteration 4Q (54899.220000 sec): 3 clusters
  Score: Raw -995025.921874 + Penalty 2926.676844 = -992099.245030
  nChanged 315
		SP:Iteration 5Q (54899.460000 sec): 3 clusters
  Score: Raw -995168.319150 + Penalty 2926.676844 = -992241.642306
  nChanged 297
		SP:Iteration 6Q (54899.700000 sec): 3 clusters
  Score: Raw -995305.887726 + Penalty 2926.676844 = -992379.210882
  nChanged 294
		SP:Iteration 7Q (54899.930000 sec): 3 clusters
  Score: Raw -995434.653132 + Penalty 2926.676844 = -992507.976288
  nChanged 246
		SP:Iteration 8Q (54900.180000 sec): 3 clusters
  Score: Raw -995523.836128 + Penalty 2926.676844 = -992597.159283
  nChanged 223
		SP:Iteration 9Q (54900.400000 sec): 3 clusters
  Score: Raw -995601.419002 + Penalty 2926.676844 = -992674.742158
  nChanged 188
		SP:Iteration 10Q (54900.640000 sec): 3 clusters
  Score: Raw -995669.106061 + Penalty 2926.676844 = -992742.429217
  nChanged 180
		SP:Iteration 11Q (54900.920000 sec): 3 clusters
  Score: Raw -995737.971077 + Penalty 2926.676844 = -992811.294233
  nChanged 181
		SP:Iteration 12Q (54901.120000 sec): 3 clusters
  Score: Raw -995805.067297 + Penalty 2926.676844 = -992878.390453
  nChanged 170
		SP:Iteration 13Q (54901.350000 sec): 3 clusters
  Score: Raw -995867.123321 + Penalty 2926.676844 = -992940.446476
  nChanged 154
		SP:Iteration 14Q (54901.560000 sec): 3 clusters
  Score: Raw -995934.527282 + Penalty 2926.676844 = -993007.850437
  nChanged 170
		SP:Iteration 15Q (54901.740000 sec): 3 clusters
  Score: Raw -996013.781102 + Penalty 2926.676844 = -993087.104257
  nChanged 176
		SP:Iteration 16Q (54902.000000 sec): 3 clusters
  Score: Raw -996088.304968 + Penalty 2926.676844 = -993161.628124
  nChanged 180
		SP:Iteration 17Q (54902.200000 sec): 3 clusters
  Score: Raw -996161.497626 + Penalty 2926.676844 = -993234.820781
  nChanged 165
		SP:Iteration 18Q (54902.410000 sec): 3 clusters
  Score: Raw -996225.604469 + Penalty 2926.676844 = -993298.927625
  nChanged 151
		SP:Iteration 19Q (54902.610000 sec): 3 clusters
  Score: Raw -996280.748349 + Penalty 2926.676844 = -993354.071504
  nChanged 139
		SP:Iteration 20F (54902.880000 sec): 3 clusters
  Score: Raw -996333.759891 + Penalty 2926.676844 = -993407.083047
  nChanged 131
		SP:Iteration 21Q (54903.120000 sec): 3 clusters
  Score: Raw -996383.428347 + Penalty 2926.676844 = -993456.751503
  nChanged 111
		SP:Iteration 22Q (54903.340000 sec): 3 clusters
  Score: Raw -996415.848379 + Penalty 2926.676844 = -993489.171535
  nChanged 81
		SP:Iteration 23Q (54903.500000 sec): 3 clusters
  Score: Raw -996436.433433 + Penalty 2926.676844 = -993509.756589
  nChanged 58
		SP:Iteration 24Q (54903.760000 sec): 3 clusters
  Score: Raw -996449.258247 + Penalty 2926.676844 = -993522.581403
  nChanged 50
		SP:Iteration 25Q (54903.970000 sec): 3 clusters
  Score: Raw -996461.040186 + Penalty 2926.676844 = -993534.363342
  nChanged 47
		SP:Iteration 26Q (54904.190000 sec): 3 clusters
  Score: Raw -996470.187928 + Penalty 2926.676844 = -993543.511084
  nChanged 32
		SP:Iteration 27Q (54904.380000 sec): 3 clusters
  Score: Raw -996475.918676 + Penalty 2926.676844 = -993549.241831
  nChanged 26
		SP:Iteration 28Q (54904.650000 sec): 3 clusters
  Score: Raw -996479.904949 + Penalty 2926.676844 = -993553.228105
  nChanged 24
		SP:Iteration 29Q (54904.910000 sec): 3 clusters
  Score: Raw -996483.956902 + Penalty 2926.676844 = -993557.280058
  nChanged 24
		SP:Iteration 30Q (54905.180000 sec): 3 clusters
  Score: Raw -996489.634236 + Penalty 2926.676844 = -993562.957392
  nChanged 37
		SP:Iteration 31Q (54905.440000 sec): 3 clusters
  Score: Raw -996498.433891 + Penalty 2926.676844 = -993571.757047
  nChanged 37
		SP:Iteration 32Q (54905.650000 sec): 3 clusters
  Score: Raw -996505.763985 + Penalty 2926.676844 = -993579.087140
  nChanged 30
		SP:Iteration 33Q (54905.910000 sec): 3 clusters
  Score: Raw -996511.489675 + Penalty 2926.676844 = -993584.812831
  nChanged 24
		SP:Iteration 34Q (54906.120000 sec): 3 clusters
  Score: Raw -996516.141510 + Penalty 2926.676844 = -993589.464665
  nChanged 21
		SP:Iteration 35Q (54906.380000 sec): 3 clusters
  Score: Raw -996519.289809 + Penalty 2926.676844 = -993592.612965
  nChanged 13
		SP:Iteration 36Q (54906.570000 sec): 3 clusters
  Score: Raw -996521.486701 + Penalty 2926.676844 = -993594.809857
  nChanged 11
		SP:Iteration 37Q (54906.760000 sec): 3 clusters
  Score: Raw -996523.480653 + Penalty 2926.676844 = -993596.803808
  nChanged 12
		SP:Iteration 38Q (54906.970000 sec): 3 clusters
  Score: Raw -996525.670808 + Penalty 2926.676844 = -993598.993964
  nChanged 17
		SP:Iteration 39Q (54907.210000 sec): 3 clusters
  Score: Raw -996529.263761 + Penalty 2926.676844 = -993602.586917
  nChanged 21
		SP:Iteration 40F (54907.460000 sec): 3 clusters
  Score: Raw -996531.976861 + Penalty 2926.676844 = -993605.300016
  nChanged 14
		SP:Iteration 41Q (54907.620000 sec): 3 clusters
  Score: Raw -996533.742452 + Penalty 2926.676844 = -993607.065607
  nChanged 11
		SP:Iteration 42Q (54907.840000 sec): 3 clusters
  Score: Raw -996535.088500 + Penalty 2926.676844 = -993608.411656
  nChanged 11
		SP:Iteration 43Q (54908.030000 sec): 3 clusters
  Score: Raw -996536.380359 + Penalty 2926.676844 = -993609.703515
  nChanged 11
		SP:Iteration 44Q (54908.190000 sec): 3 clusters
  Score: Raw -996538.217872 + Penalty 2926.676844 = -993611.541028
  nChanged 8
		SP:Iteration 45Q (54908.410000 sec): 3 clusters
  Score: Raw -996539.156074 + Penalty 2926.676844 = -993612.479229
  nChanged 5
		SP:Iteration 46Q (54908.610000 sec): 3 clusters
  Score: Raw -996540.093286 + Penalty 2926.676844 = -993613.416442
  nChanged 8
		SP:Iteration 47Q (54908.860000 sec): 3 clusters
  Score: Raw -996541.455255 + Penalty 2926.676844 = -993614.778411
  nChanged 11
		SP:Iteration 48Q (54909.070000 sec): 3 clusters
  Score: Raw -996542.844793 + Penalty 2926.676844 = -993616.167949
  nChanged 9
		SP:Iteration 49Q (54909.290000 sec): 3 clusters
  Score: Raw -996544.193566 + Penalty 2926.676844 = -993617.516722
  nChanged 10
		SP:Iteration 50Q (54909.510000 sec): 3 clusters
  Score: Raw -996545.911275 + Penalty 2926.676844 = -993619.234431
  nChanged 12
		SP:Iteration 51Q (54909.700000 sec): 3 clusters
  Score: Raw -996547.372864 + Penalty 2926.676844 = -993620.696020
  nChanged 12
		SP:Iteration 52Q (54909.890000 sec): 3 clusters
  Score: Raw -996548.868292 + Penalty 2926.676844 = -993622.191448
  nChanged 8
		SP:Iteration 53Q (54910.100000 sec): 3 clusters
  Score: Raw -996549.705296 + Penalty 2926.676844 = -993623.028452
  nChanged 7
		SP:Iteration 54Q (54910.360000 sec): 3 clusters
  Score: Raw -996550.708635 + Penalty 2926.676844 = -993624.031791
  nChanged 9
		SP:Iteration 55Q (54910.600000 sec): 3 clusters
  Score: Raw -996552.015959 + Penalty 2926.676844 = -993625.339114
  nChanged 11
		SP:Iteration 56Q (54910.810000 sec): 3 clusters
  Score: Raw -996553.792328 + Penalty 2926.676844 = -993627.115483
  nChanged 7
		SP:Iteration 57Q (54911.020000 sec): 3 clusters
  Score: Raw -996554.718600 + Penalty 2926.676844 = -993628.041756
  nChanged 7
		SP:Iteration 58Q (54911.290000 sec): 3 clusters
  Score: Raw -996555.838764 + Penalty 2926.676844 = -993629.161919
  nChanged 6
		SP:Iteration 59Q (54911.480000 sec): 3 clusters
  Score: Raw -996556.423082 + Penalty 2926.676844 = -993629.746238
  nChanged 7
		SP:Iteration 60F (54911.670000 sec): 3 clusters
  Score: Raw -996556.919399 + Penalty 2926.676844 = -993630.242554
  nChanged 3
		SP:Iteration 61Q (54911.880000 sec): 3 clusters
  Score: Raw -996557.311964 + Penalty 2926.676844 = -993630.635119
  nChanged 6
		SP:Iteration 62Q (54912.090000 sec): 3 clusters
  Score: Raw -996558.010077 + Penalty 2926.676844 = -993631.333233
  nChanged 7
		SP:Iteration 63Q (54912.290000 sec): 3 clusters
  Score: Raw -996558.811226 + Penalty 2926.676844 = -993632.134382
  nChanged 7
		SP:Iteration 64Q (54912.520000 sec): 3 clusters
  Score: Raw -996559.692510 + Penalty 2926.676844 = -993633.015666
  nChanged 6
		SP:Iteration 65Q (54912.710000 sec): 3 clusters
  Score: Raw -996560.833218 + Penalty 2926.676844 = -993634.156374
  nChanged 8
		SP:Iteration 66Q (54912.970000 sec): 3 clusters
  Score: Raw -996562.081404 + Penalty 2926.676844 = -993635.404559
  nChanged 15
		SP:Iteration 67Q (54913.170000 sec): 3 clusters
  Score: Raw -996564.657320 + Penalty 2926.676844 = -993637.980475
  nChanged 11
		SP:Iteration 68Q (54913.360000 sec): 3 clusters
  Score: Raw -996565.892325 + Penalty 2926.676844 = -993639.215480
  nChanged 10
		SP:Iteration 69Q (54913.560000 sec): 3 clusters
  Score: Raw -996567.302974 + Penalty 2926.676844 = -993640.626130
  nChanged 9
		SP:Iteration 70Q (54913.770000 sec): 3 clusters
  Score: Raw -996568.318344 + Penalty 2926.676844 = -993641.641500
  nChanged 7
		SP:Iteration 71Q (54914.040000 sec): 3 clusters
  Score: Raw -996569.479591 + Penalty 2926.676844 = -993642.802747
  nChanged 8
		SP:Iteration 72Q (54914.230000 sec): 3 clusters
  Score: Raw -996570.485242 + Penalty 2926.676844 = -993643.808397
  nChanged 6
		SP:Iteration 73Q (54914.420000 sec): 3 clusters
  Score: Raw -996571.457974 + Penalty 2926.676844 = -993644.781129
  nChanged 8
		SP:Iteration 74Q (54914.610000 sec): 3 clusters
  Score: Raw -996572.427607 + Penalty 2926.676844 = -993645.750763
  nChanged 7
		SP:Iteration 75Q (54914.820000 sec): 3 clusters
  Score: Raw -996573.229187 + Penalty 2926.676844 = -993646.552343
  nChanged 8
		SP:Iteration 76Q (54915.020000 sec): 3 clusters
  Score: Raw -996574.217875 + Penalty 2926.676844 = -993647.541031
  nChanged 4
		SP:Iteration 77Q (54915.260000 sec): 3 clusters
  Score: Raw -996574.836630 + Penalty 2926.676844 = -993648.159786
  nChanged 6
		SP:Iteration 78Q (54915.490000 sec): 3 clusters
  Score: Raw -996575.535140 + Penalty 2926.676844 = -993648.858295
  nChanged 2
		SP:Iteration 79Q (54915.690000 sec): 3 clusters
  Score: Raw -996575.732349 + Penalty 2926.676844 = -993649.055504
  nChanged 0
		SP:Iteration 80F (54915.960000 sec): 3 clusters
  Score: Raw -996575.732349 + Penalty 2926.676844 = -993649.055504
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54916.070000 sec): 2 clusters
  Score: Raw -873706.050819 + Penalty 1448.692257 = -872257.358562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54916.310000 sec): 3 clusters
  Score: Raw -869643.313776 + Penalty 2897.384514 = -866745.929263
  nChanged 3145
		SP:Iteration 1F (54916.510000 sec): 3 clusters
  Score: Raw -871388.200498 + Penalty 2897.384514 = -868490.815984
  nChanged 468
		SP:Iteration 2F (54916.720000 sec): 3 clusters
  Score: Raw -871619.637359 + Penalty 2897.384514 = -868722.252846
  nChanged 365
		SP:Iteration 3Q (54916.930000 sec): 3 clusters
  Score: Raw -871821.611236 + Penalty 2897.384514 = -868924.226723
  nChanged 355
		SP:Iteration 4Q (54917.140000 sec): 3 clusters
  Score: Raw -872012.016950 + Penalty 2897.384514 = -869114.632436
  nChanged 322
		SP:Iteration 5Q (54917.330000 sec): 3 clusters
  Score: Raw -872165.256555 + Penalty 2897.384514 = -869267.872042
  nChanged 275
		SP:Iteration 6Q (54917.580000 sec): 3 clusters
  Score: Raw -872290.618172 + Penalty 2897.384514 = -869393.233658
  nChanged 245
		SP:Iteration 7Q (54917.790000 sec): 3 clusters
  Score: Raw -872403.635181 + Penalty 2897.384514 = -869506.250667
  nChanged 272
		SP:Iteration 8Q (54917.990000 sec): 3 clusters
  Score: Raw -872532.058474 + Penalty 2897.384514 = -869634.673960
  nChanged 267
		SP:Iteration 9Q (54918.200000 sec): 3 clusters
  Score: Raw -872661.897047 + Penalty 2897.384514 = -869764.512533
  nChanged 257
		SP:Iteration 10Q (54918.400000 sec): 3 clusters
  Score: Raw -872794.505121 + Penalty 2897.384514 = -869897.120608
  nChanged 235
		SP:Iteration 11Q (54918.640000 sec): 3 clusters
  Score: Raw -872906.747531 + Penalty 2897.384514 = -870009.363017
  nChanged 213
		SP:Iteration 12Q (54918.860000 sec): 3 clusters
  Score: Raw -873001.499079 + Penalty 2897.384514 = -870104.114565
  nChanged 186
		SP:Iteration 13Q (54919.130000 sec): 3 clusters
  Score: Raw -873083.482634 + Penalty 2897.384514 = -870186.098120
  nChanged 167
		SP:Iteration 14Q (54919.370000 sec): 3 clusters
  Score: Raw -873166.151773 + Penalty 2897.384514 = -870268.767260
  nChanged 148
		SP:Iteration 15Q (54919.600000 sec): 3 clusters
  Score: Raw -873239.038270 + Penalty 2897.384514 = -870341.653757
  nChanged 146
		SP:Iteration 16Q (54919.870000 sec): 3 clusters
  Score: Raw -873299.942630 + Penalty 2897.384514 = -870402.558117
  nChanged 124
		SP:Iteration 17Q (54920.120000 sec): 3 clusters
  Score: Raw -873357.647991 + Penalty 2897.384514 = -870460.263478
  nChanged 111
		SP:Iteration 18Q (54920.330000 sec): 3 clusters
  Score: Raw -873401.271615 + Penalty 2897.384514 = -870503.887102
  nChanged 86
		SP:Iteration 19Q (54920.510000 sec): 3 clusters
  Score: Raw -873432.101243 + Penalty 2897.384514 = -870534.716729
  nChanged 73
		SP:Iteration 20F (54920.730000 sec): 3 clusters
  Score: Raw -873456.390382 + Penalty 2897.384514 = -870559.005868
  nChanged 73
		SP:Iteration 21Q (54920.940000 sec): 3 clusters
  Score: Raw -873481.648732 + Penalty 2897.384514 = -870584.264219
  nChanged 70
		SP:Iteration 22Q (54921.100000 sec): 3 clusters
  Score: Raw -873504.090161 + Penalty 2897.384514 = -870606.705648
  nChanged 63
		SP:Iteration 23Q (54921.300000 sec): 3 clusters
  Score: Raw -873522.171884 + Penalty 2897.384514 = -870624.787371
  nChanged 57
		SP:Iteration 24Q (54921.520000 sec): 3 clusters
  Score: Raw -873537.644218 + Penalty 2897.384514 = -870640.259704
  nChanged 57
		SP:Iteration 25Q (54921.750000 sec): 3 clusters
  Score: Raw -873552.088575 + Penalty 2897.384514 = -870654.704061
  nChanged 46
		SP:Iteration 26Q (54921.990000 sec): 3 clusters
  Score: Raw -873562.570250 + Penalty 2897.384514 = -870665.185736
  nChanged 44
		SP:Iteration 27Q (54922.200000 sec): 3 clusters
  Score: Raw -873571.541587 + Penalty 2897.384514 = -870674.157073
  nChanged 28
		SP:Iteration 28Q (54922.440000 sec): 3 clusters
  Score: Raw -873577.645098 + Penalty 2897.384514 = -870680.260584
  nChanged 26
		SP:Iteration 29Q (54922.650000 sec): 3 clusters
  Score: Raw -873584.042844 + Penalty 2897.384514 = -870686.658330
  nChanged 36
		SP:Iteration 30Q (54922.840000 sec): 3 clusters
  Score: Raw -873592.355676 + Penalty 2897.384514 = -870694.971163
  nChanged 35
		SP:Iteration 31Q (54923.050000 sec): 3 clusters
  Score: Raw -873599.591591 + Penalty 2897.384514 = -870702.207077
  nChanged 30
		SP:Iteration 32Q (54923.270000 sec): 3 clusters
  Score: Raw -873606.410766 + Penalty 2897.384514 = -870709.026252
  nChanged 38
		SP:Iteration 33Q (54923.480000 sec): 3 clusters
  Score: Raw -873618.581075 + Penalty 2897.384514 = -870721.196562
  nChanged 47
		SP:Iteration 34Q (54923.690000 sec): 3 clusters
  Score: Raw -873634.077503 + Penalty 2897.384514 = -870736.692990
  nChanged 56
		SP:Iteration 35Q (54923.840000 sec): 3 clusters
  Score: Raw -873652.924111 + Penalty 2897.384514 = -870755.539598
  nChanged 54
		SP:Iteration 36Q (54924.010000 sec): 3 clusters
  Score: Raw -873673.169971 + Penalty 2897.384514 = -870775.785458
  nChanged 49
		SP:Iteration 37Q (54924.210000 sec): 3 clusters
  Score: Raw -873689.717172 + Penalty 2897.384514 = -870792.332658
  nChanged 54
		SP:Iteration 38Q (54924.420000 sec): 3 clusters
  Score: Raw -873712.786048 + Penalty 2897.384514 = -870815.401535
  nChanged 70
		SP:Iteration 39Q (54924.610000 sec): 3 clusters
  Score: Raw -873748.413415 + Penalty 2897.384514 = -870851.028901
  nChanged 69
		SP:Iteration 40F (54924.820000 sec): 3 clusters
  Score: Raw -873781.878215 + Penalty 2897.384514 = -870884.493702
  nChanged 69
		SP:Iteration 41Q (54925.060000 sec): 3 clusters
  Score: Raw -873819.425592 + Penalty 2897.384514 = -870922.041078
  nChanged 73
		SP:Iteration 42Q (54925.300000 sec): 3 clusters
  Score: Raw -873856.759134 + Penalty 2897.384514 = -870959.374621
  nChanged 69
		SP:Iteration 43Q (54925.450000 sec): 3 clusters
  Score: Raw -873888.536418 + Penalty 2897.384514 = -870991.151904
  nChanged 63
		SP:Iteration 44Q (54925.690000 sec): 3 clusters
  Score: Raw -873915.405895 + Penalty 2897.384514 = -871018.021381
  nChanged 53
		SP:Iteration 45Q (54925.920000 sec): 3 clusters
  Score: Raw -873937.884424 + Penalty 2897.384514 = -871040.499911
  nChanged 41
		SP:Iteration 46Q (54926.150000 sec): 3 clusters
  Score: Raw -873954.575075 + Penalty 2897.384514 = -871057.190561
  nChanged 37
		SP:Iteration 47Q (54926.340000 sec): 3 clusters
  Score: Raw -873969.672706 + Penalty 2897.384514 = -871072.288193
  nChanged 33
		SP:Iteration 48Q (54926.590000 sec): 3 clusters
  Score: Raw -873981.158840 + Penalty 2897.384514 = -871083.774326
  nChanged 32
		SP:Iteration 49Q (54926.800000 sec): 3 clusters
  Score: Raw -873992.383101 + Penalty 2897.384514 = -871094.998587
  nChanged 28
		SP:Iteration 50Q (54927.030000 sec): 3 clusters
  Score: Raw -874002.110004 + Penalty 2897.384514 = -871104.725491
  nChanged 24
		SP:Iteration 51Q (54927.250000 sec): 3 clusters
  Score: Raw -874009.611388 + Penalty 2897.384514 = -871112.226875
  nChanged 19
		SP:Iteration 52Q (54927.450000 sec): 3 clusters
  Score: Raw -874013.877053 + Penalty 2897.384514 = -871116.492540
  nChanged 9
		SP:Iteration 53Q (54927.640000 sec): 3 clusters
  Score: Raw -874015.666304 + Penalty 2897.384514 = -871118.281790
  nChanged 7
		SP:Iteration 54Q (54927.870000 sec): 3 clusters
  Score: Raw -874017.470172 + Penalty 2897.384514 = -871120.085658
  nChanged 1
		SP:Iteration 55Q (54928.040000 sec): 3 clusters
  Score: Raw -874017.708029 + Penalty 2897.384514 = -871120.323515
  nChanged 2
		SP:Iteration 56Q (54928.220000 sec): 3 clusters
  Score: Raw -874018.129724 + Penalty 2897.384514 = -871120.745211
  nChanged 2
		SP:Iteration 57Q (54928.450000 sec): 3 clusters
  Score: Raw -874018.559465 + Penalty 2897.384514 = -871121.174951
  nChanged 4
		SP:Iteration 58Q (54928.630000 sec): 3 clusters
  Score: Raw -874019.788385 + Penalty 2897.384514 = -871122.403872
  nChanged 3
		SP:Iteration 59Q (54928.850000 sec): 3 clusters
  Score: Raw -874020.551540 + Penalty 2897.384514 = -871123.167027
  nChanged 4
		SP:Iteration 60F (54929.050000 sec): 3 clusters
  Score: Raw -874021.414665 + Penalty 2897.384514 = -871124.030151
  nChanged 3
		SP:Iteration 61Q (54929.250000 sec): 3 clusters
  Score: Raw -874022.260396 + Penalty 2897.384514 = -871124.875882
  nChanged 2
		SP:Iteration 62Q (54929.470000 sec): 3 clusters
  Score: Raw -874022.579520 + Penalty 2897.384514 = -871125.195007
  nChanged 2
		SP:Iteration 63Q (54929.670000 sec): 3 clusters
  Score: Raw -874022.775542 + Penalty 2897.384514 = -871125.391028
  nChanged 1
		SP:Iteration 64Q (54929.880000 sec): 3 clusters
  Score: Raw -874022.968652 + Penalty 2897.384514 = -871125.584138
  nChanged 2
		SP:Iteration 65Q (54930.070000 sec): 3 clusters
  Score: Raw -874023.571798 + Penalty 2897.384514 = -871126.187284
  nChanged 1
		SP:Iteration 66Q (54930.270000 sec): 3 clusters
  Score: Raw -874023.980289 + Penalty 2897.384514 = -871126.595775
  nChanged 1
		SP:Iteration 67Q (54930.510000 sec): 3 clusters
  Score: Raw -874024.204350 + Penalty 2897.384514 = -871126.819837
  nChanged 2
		SP:Iteration 68Q (54930.740000 sec): 3 clusters
  Score: Raw -874024.583217 + Penalty 2897.384514 = -871127.198704
  nChanged 1
		SP:Iteration 69Q (54930.940000 sec): 3 clusters
  Score: Raw -874024.766890 + Penalty 2897.384514 = -871127.382376
  nChanged 0
		SP:Iteration 70F (54931.190000 sec): 3 clusters
  Score: Raw -874024.766890 + Penalty 2897.384514 = -871127.382376
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54931.320000 sec): 2 clusters
  Score: Raw -956903.993164 + Penalty 1489.385236 = -955414.607928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54931.600000 sec): 3 clusters
  Score: Raw -951456.409957 + Penalty 2978.770471 = -948477.639486
  nChanged 4145
		SP:Iteration 1F (54931.860000 sec): 3 clusters
  Score: Raw -953710.224980 + Penalty 2978.770471 = -950731.454509
  nChanged 667
		SP:Iteration 2F (54932.110000 sec): 3 clusters
  Score: Raw -954086.402569 + Penalty 2978.770471 = -951107.632098
  nChanged 618
		SP:Iteration 3F (54932.390000 sec): 3 clusters
  Score: Raw -954470.875395 + Penalty 2978.770471 = -951492.104924
  nChanged 598
		SP:Iteration 4F (54932.590000 sec): 3 clusters
  Score: Raw -954874.329843 + Penalty 2978.770471 = -951895.559372
  nChanged 541
		SP:Iteration 5F (54932.880000 sec): 3 clusters
  Score: Raw -955222.872492 + Penalty 2978.770471 = -952244.102021
  nChanged 502
		SP:Iteration 6F (54933.090000 sec): 3 clusters
  Score: Raw -955510.903630 + Penalty 2978.770471 = -952532.133159
  nChanged 444
		SP:Iteration 7Q (54933.280000 sec): 3 clusters
  Score: Raw -955731.517526 + Penalty 2978.770471 = -952752.747055
  nChanged 373
		SP:Iteration 8Q (54933.500000 sec): 3 clusters
  Score: Raw -955903.297688 + Penalty 2978.770471 = -952924.527217
  nChanged 331
		SP:Iteration 9Q (54933.740000 sec): 3 clusters
  Score: Raw -956032.001793 + Penalty 2978.770471 = -953053.231322
  nChanged 259
		SP:Iteration 10Q (54933.990000 sec): 3 clusters
  Score: Raw -956118.966004 + Penalty 2978.770471 = -953140.195533
  nChanged 215
		SP:Iteration 11Q (54934.170000 sec): 3 clusters
  Score: Raw -956197.326080 + Penalty 2978.770471 = -953218.555609
  nChanged 196
		SP:Iteration 12Q (54934.430000 sec): 3 clusters
  Score: Raw -956263.592436 + Penalty 2978.770471 = -953284.821965
  nChanged 162
		SP:Iteration 13Q (54934.660000 sec): 3 clusters
  Score: Raw -956311.718119 + Penalty 2978.770471 = -953332.947648
  nChanged 133
		SP:Iteration 14Q (54934.830000 sec): 3 clusters
  Score: Raw -956350.669827 + Penalty 2978.770471 = -953371.899356
  nChanged 121
		SP:Iteration 15Q (54935.050000 sec): 3 clusters
  Score: Raw -956383.703808 + Penalty 2978.770471 = -953404.933337
  nChanged 96
		SP:Iteration 16Q (54935.340000 sec): 3 clusters
  Score: Raw -956406.161076 + Penalty 2978.770471 = -953427.390605
  nChanged 84
		SP:Iteration 17Q (54935.580000 sec): 3 clusters
  Score: Raw -956427.059569 + Penalty 2978.770471 = -953448.289098
  nChanged 91
		SP:Iteration 18Q (54935.810000 sec): 3 clusters
  Score: Raw -956445.702480 + Penalty 2978.770471 = -953466.932009
  nChanged 67
		SP:Iteration 19Q (54936.000000 sec): 3 clusters
  Score: Raw -956460.840976 + Penalty 2978.770471 = -953482.070505
  nChanged 65
		SP:Iteration 20F (54936.220000 sec): 3 clusters
  Score: Raw -956473.257424 + Penalty 2978.770471 = -953494.486953
  nChanged 48
		SP:Iteration 21Q (54936.510000 sec): 3 clusters
  Score: Raw -956481.849079 + Penalty 2978.770471 = -953503.078608
  nChanged 40
		SP:Iteration 22Q (54936.700000 sec): 3 clusters
  Score: Raw -956492.982190 + Penalty 2978.770471 = -953514.211719
  nChanged 50
		SP:Iteration 23Q (54936.960000 sec): 3 clusters
  Score: Raw -956504.301037 + Penalty 2978.770471 = -953525.530566
  nChanged 57
		SP:Iteration 24Q (54937.180000 sec): 3 clusters
  Score: Raw -956517.715242 + Penalty 2978.770471 = -953538.944771
  nChanged 58
		SP:Iteration 25Q (54937.440000 sec): 3 clusters
  Score: Raw -956530.134464 + Penalty 2978.770471 = -953551.363993
  nChanged 46
		SP:Iteration 26Q (54937.660000 sec): 3 clusters
  Score: Raw -956540.175506 + Penalty 2978.770471 = -953561.405035
  nChanged 49
		SP:Iteration 27Q (54937.860000 sec): 3 clusters
  Score: Raw -956549.443105 + Penalty 2978.770471 = -953570.672634
  nChanged 40
		SP:Iteration 28Q (54938.070000 sec): 3 clusters
  Score: Raw -956557.987570 + Penalty 2978.770471 = -953579.217099
  nChanged 42
		SP:Iteration 29Q (54938.310000 sec): 3 clusters
  Score: Raw -956565.654266 + Penalty 2978.770471 = -953586.883795
  nChanged 42
		SP:Iteration 30Q (54938.540000 sec): 3 clusters
  Score: Raw -956573.038249 + Penalty 2978.770471 = -953594.267778
  nChanged 42
		SP:Iteration 31Q (54938.740000 sec): 3 clusters
  Score: Raw -956580.458933 + Penalty 2978.770471 = -953601.688462
  nChanged 45
		SP:Iteration 32Q (54938.980000 sec): 3 clusters
  Score: Raw -956589.599814 + Penalty 2978.770471 = -953610.829343
  nChanged 38
		SP:Iteration 33Q (54939.220000 sec): 3 clusters
  Score: Raw -956593.763597 + Penalty 2978.770471 = -953614.993126
  nChanged 20
		SP:Iteration 34Q (54939.390000 sec): 3 clusters
  Score: Raw -956597.563572 + Penalty 2978.770471 = -953618.793101
  nChanged 27
		SP:Iteration 35Q (54939.660000 sec): 3 clusters
  Score: Raw -956602.647081 + Penalty 2978.770471 = -953623.876610
  nChanged 25
		SP:Iteration 36Q (54939.880000 sec): 3 clusters
  Score: Raw -956606.613718 + Penalty 2978.770471 = -953627.843247
  nChanged 23
		SP:Iteration 37Q (54940.090000 sec): 3 clusters
  Score: Raw -956610.189029 + Penalty 2978.770471 = -953631.418558
  nChanged 22
		SP:Iteration 38Q (54940.300000 sec): 3 clusters
  Score: Raw -956613.022836 + Penalty 2978.770471 = -953634.252365
  nChanged 22
		SP:Iteration 39Q (54940.550000 sec): 3 clusters
  Score: Raw -956615.573243 + Penalty 2978.770471 = -953636.802772
  nChanged 26
		SP:Iteration 40F (54940.810000 sec): 3 clusters
  Score: Raw -956621.060710 + Penalty 2978.770471 = -953642.290239
  nChanged 23
		SP:Iteration 41Q (54941.030000 sec): 3 clusters
  Score: Raw -956625.634678 + Penalty 2978.770471 = -953646.864207
  nChanged 25
		SP:Iteration 42Q (54941.290000 sec): 3 clusters
  Score: Raw -956628.934387 + Penalty 2978.770471 = -953650.163916
  nChanged 14
		SP:Iteration 43Q (54941.540000 sec): 3 clusters
  Score: Raw -956630.582455 + Penalty 2978.770471 = -953651.811984
  nChanged 9
		SP:Iteration 44Q (54941.730000 sec): 3 clusters
  Score: Raw -956631.450524 + Penalty 2978.770471 = -953652.680053
  nChanged 7
		SP:Iteration 45Q (54941.990000 sec): 3 clusters
  Score: Raw -956632.075636 + Penalty 2978.770471 = -953653.305165
  nChanged 7
		SP:Iteration 46Q (54942.220000 sec): 3 clusters
  Score: Raw -956632.648843 + Penalty 2978.770471 = -953653.878372
  nChanged 2
		SP:Iteration 47Q (54942.440000 sec): 3 clusters
  Score: Raw -956632.809753 + Penalty 2978.770471 = -953654.039282
  nChanged 1
		SP:Iteration 48Q (54942.670000 sec): 3 clusters
  Score: Raw -956632.945440 + Penalty 2978.770471 = -953654.174969
  nChanged 3
		SP:Iteration 49Q (54942.830000 sec): 3 clusters
  Score: Raw -956633.567355 + Penalty 2978.770471 = -953654.796884
  nChanged 4
		SP:Iteration 50Q (54943.080000 sec): 3 clusters
  Score: Raw -956634.109647 + Penalty 2978.770471 = -953655.339176
  nChanged 7
		SP:Iteration 51Q (54943.340000 sec): 3 clusters
  Score: Raw -956635.094232 + Penalty 2978.770471 = -953656.323761
  nChanged 6
		SP:Iteration 52Q (54943.540000 sec): 3 clusters
  Score: Raw -956635.741314 + Penalty 2978.770471 = -953656.970843
  nChanged 8
		SP:Iteration 53Q (54943.810000 sec): 3 clusters
  Score: Raw -956636.317864 + Penalty 2978.770471 = -953657.547393
  nChanged 5
		SP:Iteration 54Q (54944.010000 sec): 3 clusters
  Score: Raw -956636.926337 + Penalty 2978.770471 = -953658.155866
  nChanged 7
		SP:Iteration 55Q (54944.240000 sec): 3 clusters
  Score: Raw -956637.869094 + Penalty 2978.770471 = -953659.098623
  nChanged 8
		SP:Iteration 56Q (54944.500000 sec): 3 clusters
  Score: Raw -956638.973429 + Penalty 2978.770471 = -953660.202958
  nChanged 7
		SP:Iteration 57Q (54944.750000 sec): 3 clusters
  Score: Raw -956640.279902 + Penalty 2978.770471 = -953661.509431
  nChanged 8
		SP:Iteration 58Q (54945.010000 sec): 3 clusters
  Score: Raw -956641.409838 + Penalty 2978.770471 = -953662.639367
  nChanged 7
		SP:Iteration 59Q (54945.260000 sec): 3 clusters
  Score: Raw -956642.296866 + Penalty 2978.770471 = -953663.526395
  nChanged 6
		SP:Iteration 60F (54945.510000 sec): 3 clusters
  Score: Raw -956643.437906 + Penalty 2978.770471 = -953664.667435
  nChanged 15
		SP:Iteration 61Q (54945.770000 sec): 3 clusters
  Score: Raw -956646.376318 + Penalty 2978.770471 = -953667.605847
  nChanged 15
		SP:Iteration 62Q (54945.990000 sec): 3 clusters
  Score: Raw -956649.000912 + Penalty 2978.770471 = -953670.230441
  nChanged 17
		SP:Iteration 63Q (54946.210000 sec): 3 clusters
  Score: Raw -956651.365039 + Penalty 2978.770471 = -953672.594568
  nChanged 15
		SP:Iteration 64Q (54946.480000 sec): 3 clusters
  Score: Raw -956653.603888 + Penalty 2978.770471 = -953674.833417
  nChanged 17
		SP:Iteration 65Q (54946.680000 sec): 3 clusters
  Score: Raw -956657.113662 + Penalty 2978.770471 = -953678.343191
  nChanged 25
		SP:Iteration 66Q (54946.940000 sec): 3 clusters
  Score: Raw -956661.103165 + Penalty 2978.770471 = -953682.332694
  nChanged 25
		SP:Iteration 67Q (54947.200000 sec): 3 clusters
  Score: Raw -956664.652284 + Penalty 2978.770471 = -953685.881813
  nChanged 20
		SP:Iteration 68Q (54947.440000 sec): 3 clusters
  Score: Raw -956668.085683 + Penalty 2978.770471 = -953689.315212
  nChanged 20
		SP:Iteration 69Q (54947.680000 sec): 3 clusters
  Score: Raw -956670.714583 + Penalty 2978.770471 = -953691.944112
  nChanged 14
		SP:Iteration 70Q (54947.920000 sec): 3 clusters
  Score: Raw -956672.729157 + Penalty 2978.770471 = -953693.958686
  nChanged 6
		SP:Iteration 71Q (54948.180000 sec): 3 clusters
  Score: Raw -956673.352012 + Penalty 2978.770471 = -953694.581541
  nChanged 7
		SP:Iteration 72Q (54948.430000 sec): 3 clusters
  Score: Raw -956674.171924 + Penalty 2978.770471 = -953695.401453
  nChanged 4
		SP:Iteration 73Q (54948.610000 sec): 3 clusters
  Score: Raw -956674.585034 + Penalty 2978.770471 = -953695.814563
  nChanged 2
		SP:Iteration 74Q (54948.820000 sec): 3 clusters
  Score: Raw -956674.728400 + Penalty 2978.770471 = -953695.957929
  nChanged 2
		SP:Iteration 75Q (54949.040000 sec): 3 clusters
  Score: Raw -956674.823178 + Penalty 2978.770471 = -953696.052707
  nChanged 0
		SP:Iteration 76F (54949.280000 sec): 3 clusters
  Score: Raw -956674.823178 + Penalty 2978.770471 = -953696.052707
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (36968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54949.580000 sec): 2 clusters
  Score: Raw -4072052.383842 + Penalty 1709.143792 = -4070343.240049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54949.940000 sec): 3 clusters
  Score: Raw -4048988.404210 + Penalty 3418.287585 = -4045570.116625
  nChanged 17080
		SP:Iteration 1F (54950.270000 sec): 3 clusters
  Score: Raw -4058508.230263 + Penalty 3418.287585 = -4055089.942679
  nChanged 1978
		SP:Iteration 2F (54950.600000 sec): 3 clusters
  Score: Raw -4059365.230296 + Penalty 3418.287585 = -4055946.942711
  nChanged 2031
		SP:Iteration 3F (54950.970000 sec): 3 clusters
  Score: Raw -4060316.014918 + Penalty 3418.287585 = -4056897.727333
  nChanged 2107
		SP:Iteration 4F (54951.330000 sec): 3 clusters
  Score: Raw -4061319.797752 + Penalty 3418.287585 = -4057901.510167
  nChanged 2046
		SP:Iteration 5F (54951.660000 sec): 3 clusters
  Score: Raw -4062331.602358 + Penalty 3418.287585 = -4058913.314774
  nChanged 2003
		SP:Iteration 6F (54952.010000 sec): 3 clusters
  Score: Raw -4063318.147808 + Penalty 3418.287585 = -4059899.860224
  nChanged 1842
		SP:Iteration 7Q (54952.340000 sec): 3 clusters
  Score: Raw -4064245.458648 + Penalty 3418.287585 = -4060827.171063
  nChanged 1734
		SP:Iteration 8Q (54952.780000 sec): 3 clusters
  Score: Raw -4065126.111575 + Penalty 3418.287585 = -4061707.823991
  nChanged 1562
		SP:Iteration 9Q (54953.170000 sec): 3 clusters
  Score: Raw -4065921.902946 + Penalty 3418.287585 = -4062503.615362
  nChanged 1372
		SP:Iteration 10Q (54953.540000 sec): 3 clusters
  Score: Raw -4066625.327277 + Penalty 3418.287585 = -4063207.039693
  nChanged 1202
		SP:Iteration 11Q (54953.910000 sec): 3 clusters
  Score: Raw -4067154.931720 + Penalty 3418.287585 = -4063736.644135
  nChanged 1011
		SP:Iteration 12Q (54954.280000 sec): 3 clusters
  Score: Raw -4067537.041476 + Penalty 3418.287585 = -4064118.753891
  nChanged 782
		SP:Iteration 13Q (54954.690000 sec): 3 clusters
  Score: Raw -4067784.382152 + Penalty 3418.287585 = -4064366.094568
  nChanged 574
		SP:Iteration 14Q (54955.060000 sec): 3 clusters
  Score: Raw -4067934.493824 + Penalty 3418.287585 = -4064516.206240
  nChanged 456
		SP:Iteration 15Q (54955.460000 sec): 3 clusters
  Score: Raw -4068031.055631 + Penalty 3418.287585 = -4064612.768046
  nChanged 352
		SP:Iteration 16Q (54955.860000 sec): 3 clusters
  Score: Raw -4068087.726814 + Penalty 3418.287585 = -4064669.439230
  nChanged 273
		SP:Iteration 17Q (54956.220000 sec): 3 clusters
  Score: Raw -4068127.086993 + Penalty 3418.287585 = -4064708.799409
  nChanged 229
		SP:Iteration 18Q (54956.610000 sec): 3 clusters
  Score: Raw -4068158.570733 + Penalty 3418.287585 = -4064740.283149
  nChanged 207
		SP:Iteration 19Q (54956.970000 sec): 3 clusters
  Score: Raw -4068187.238065 + Penalty 3418.287585 = -4064768.950481
  nChanged 188
		SP:Iteration 20F (54957.340000 sec): 3 clusters
  Score: Raw -4068213.692469 + Penalty 3418.287585 = -4064795.404885
  nChanged 176
		SP:Iteration 21Q (54957.740000 sec): 3 clusters
  Score: Raw -4068236.795220 + Penalty 3418.287585 = -4064818.507636
  nChanged 168
		SP:Iteration 22Q (54958.110000 sec): 3 clusters
  Score: Raw -4068257.475531 + Penalty 3418.287585 = -4064839.187946
  nChanged 177
		SP:Iteration 23Q (54958.470000 sec): 3 clusters
  Score: Raw -4068282.882188 + Penalty 3418.287585 = -4064864.594604
  nChanged 197
		SP:Iteration 24Q (54958.840000 sec): 3 clusters
  Score: Raw -4068313.760316 + Penalty 3418.287585 = -4064895.472732
  nChanged 194
		SP:Iteration 25Q (54959.240000 sec): 3 clusters
  Score: Raw -4068343.838965 + Penalty 3418.287585 = -4064925.551380
  nChanged 194
		SP:Iteration 26Q (54959.560000 sec): 3 clusters
  Score: Raw -4068370.653438 + Penalty 3418.287585 = -4064952.365853
  nChanged 186
		SP:Iteration 27Q (54959.980000 sec): 3 clusters
  Score: Raw -4068400.778650 + Penalty 3418.287585 = -4064982.491066
  nChanged 186
		SP:Iteration 28Q (54960.380000 sec): 3 clusters
  Score: Raw -4068430.061213 + Penalty 3418.287585 = -4065011.773628
  nChanged 179
		SP:Iteration 29Q (54960.790000 sec): 3 clusters
  Score: Raw -4068456.785149 + Penalty 3418.287585 = -4065038.497565
  nChanged 178
		SP:Iteration 30Q (54961.180000 sec): 3 clusters
  Score: Raw -4068484.062908 + Penalty 3418.287585 = -4065065.775323
  nChanged 190
		SP:Iteration 31Q (54961.580000 sec): 3 clusters
  Score: Raw -4068517.846944 + Penalty 3418.287585 = -4065099.559360
  nChanged 209
		SP:Iteration 32Q (54961.940000 sec): 3 clusters
  Score: Raw -4068555.277926 + Penalty 3418.287585 = -4065136.990341
  nChanged 211
		SP:Iteration 33Q (54962.350000 sec): 3 clusters
  Score: Raw -4068591.393186 + Penalty 3418.287585 = -4065173.105602
  nChanged 200
		SP:Iteration 34Q (54962.860000 sec): 3 clusters
  Score: Raw -4068630.832681 + Penalty 3418.287585 = -4065212.545097
  nChanged 214
		SP:Iteration 35Q (54963.220000 sec): 3 clusters
  Score: Raw -4068682.259886 + Penalty 3418.287585 = -4065263.972301
  nChanged 244
		SP:Iteration 36Q (54963.600000 sec): 3 clusters
  Score: Raw -4068735.299353 + Penalty 3418.287585 = -4065317.011769
  nChanged 243
		SP:Iteration 37Q (54963.970000 sec): 3 clusters
  Score: Raw -4068782.771598 + Penalty 3418.287585 = -4065364.484014
  nChanged 233
		SP:Iteration 38Q (54964.330000 sec): 3 clusters
  Score: Raw -4068831.690160 + Penalty 3418.287585 = -4065413.402575
  nChanged 241
		SP:Iteration 39Q (54964.710000 sec): 3 clusters
  Score: Raw -4068879.888086 + Penalty 3418.287585 = -4065461.600501
  nChanged 225
		SP:Iteration 40F (54965.080000 sec): 3 clusters
  Score: Raw -4068920.840770 + Penalty 3418.287585 = -4065502.553185
  nChanged 210
		SP:Iteration 41Q (54965.470000 sec): 3 clusters
  Score: Raw -4068958.497213 + Penalty 3418.287585 = -4065540.209628
  nChanged 214
		SP:Iteration 42Q (54965.890000 sec): 3 clusters
  Score: Raw -4068997.048515 + Penalty 3418.287585 = -4065578.760931
  nChanged 215
		SP:Iteration 43Q (54966.240000 sec): 3 clusters
  Score: Raw -4069037.054967 + Penalty 3418.287585 = -4065618.767383
  nChanged 223
		SP:Iteration 44Q (54966.590000 sec): 3 clusters
  Score: Raw -4069081.106520 + Penalty 3418.287585 = -4065662.818935
  nChanged 227
		SP:Iteration 45Q (54967.020000 sec): 3 clusters
  Score: Raw -4069125.269662 + Penalty 3418.287585 = -4065706.982077
  nChanged 237
		SP:Iteration 46Q (54967.460000 sec): 3 clusters
  Score: Raw -4069175.071554 + Penalty 3418.287585 = -4065756.783969
  nChanged 240
		SP:Iteration 47Q (54967.820000 sec): 3 clusters
  Score: Raw -4069231.866337 + Penalty 3418.287585 = -4065813.578752
  nChanged 249
		SP:Iteration 48Q (54968.230000 sec): 3 clusters
  Score: Raw -4069305.896214 + Penalty 3418.287585 = -4065887.608629
  nChanged 251
		SP:Iteration 49Q (54968.580000 sec): 3 clusters
  Score: Raw -4069380.815524 + Penalty 3418.287585 = -4065962.527939
  nChanged 258
		SP:Iteration 50Q (54968.910000 sec): 3 clusters
  Score: Raw -4069454.235018 + Penalty 3418.287585 = -4066035.947434
  nChanged 271
		SP:Iteration 51Q (54969.320000 sec): 3 clusters
  Score: Raw -4069531.624798 + Penalty 3418.287585 = -4066113.337213
  nChanged 263
		SP:Iteration 52Q (54969.650000 sec): 3 clusters
  Score: Raw -4069601.681639 + Penalty 3418.287585 = -4066183.394054
  nChanged 258
		SP:Iteration 53Q (54969.990000 sec): 3 clusters
  Score: Raw -4069667.001885 + Penalty 3418.287585 = -4066248.714300
  nChanged 256
		SP:Iteration 54Q (54970.350000 sec): 3 clusters
  Score: Raw -4069730.445548 + Penalty 3418.287585 = -4066312.157964
  nChanged 233
		SP:Iteration 55Q (54970.710000 sec): 3 clusters
  Score: Raw -4069781.081169 + Penalty 3418.287585 = -4066362.793584
  nChanged 186
		SP:Iteration 56Q (54971.070000 sec): 3 clusters
  Score: Raw -4069814.969537 + Penalty 3418.287585 = -4066396.681952
  nChanged 174
		SP:Iteration 57Q (54971.400000 sec): 3 clusters
  Score: Raw -4069841.615080 + Penalty 3418.287585 = -4066423.327496
  nChanged 188
		SP:Iteration 58Q (54971.770000 sec): 3 clusters
  Score: Raw -4069876.048774 + Penalty 3418.287585 = -4066457.761190
  nChanged 187
		SP:Iteration 59Q (54972.120000 sec): 3 clusters
  Score: Raw -4069909.992466 + Penalty 3418.287585 = -4066491.704882
  nChanged 180
		SP:Iteration 60F (54972.510000 sec): 3 clusters
  Score: Raw -4069942.971760 + Penalty 3418.287585 = -4066524.684176
  nChanged 159
		SP:Iteration 61Q (54972.850000 sec): 3 clusters
  Score: Raw -4069968.446571 + Penalty 3418.287585 = -4066550.158987
  nChanged 153
		SP:Iteration 62Q (54973.190000 sec): 3 clusters
  Score: Raw -4069991.899364 + Penalty 3418.287585 = -4066573.611780
  nChanged 165
		SP:Iteration 63Q (54973.620000 sec): 3 clusters
  Score: Raw -4070020.633415 + Penalty 3418.287585 = -4066602.345831
  nChanged 170
		SP:Iteration 64Q (54973.980000 sec): 3 clusters
  Score: Raw -4070054.704943 + Penalty 3418.287585 = -4066636.417358
  nChanged 215
		SP:Iteration 65Q (54974.380000 sec): 3 clusters
  Score: Raw -4070097.310148 + Penalty 3418.287585 = -4066679.022564
  nChanged 222
		SP:Iteration 66Q (54974.750000 sec): 3 clusters
  Score: Raw -4070143.366231 + Penalty 3418.287585 = -4066725.078647
  nChanged 225
		SP:Iteration 67Q (54975.110000 sec): 3 clusters
  Score: Raw -4070196.523237 + Penalty 3418.287585 = -4066778.235652
  nChanged 270
		SP:Iteration 68Q (54975.470000 sec): 3 clusters
  Score: Raw -4070260.888153 + Penalty 3418.287585 = -4066842.600568
  nChanged 253
		SP:Iteration 69Q (54975.880000 sec): 3 clusters
  Score: Raw -4070327.518631 + Penalty 3418.287585 = -4066909.231047
  nChanged 278
		SP:Iteration 70Q (54976.290000 sec): 3 clusters
  Score: Raw -4070402.736459 + Penalty 3418.287585 = -4066984.448875
  nChanged 312
		SP:Iteration 71Q (54976.670000 sec): 3 clusters
  Score: Raw -4070500.790453 + Penalty 3418.287585 = -4067082.502868
  nChanged 359
		SP:Iteration 72Q (54977.060000 sec): 3 clusters
  Score: Raw -4070620.431244 + Penalty 3418.287585 = -4067202.143660
  nChanged 382
		SP:Iteration 73Q (54977.420000 sec): 3 clusters
  Score: Raw -4070763.857035 + Penalty 3418.287585 = -4067345.569450
  nChanged 397
		SP:Iteration 74Q (54977.850000 sec): 3 clusters
  Score: Raw -4070917.262458 + Penalty 3418.287585 = -4067498.974874
  nChanged 413
		SP:Iteration 75Q (54978.230000 sec): 3 clusters
  Score: Raw -4071089.853429 + Penalty 3418.287585 = -4067671.565844
  nChanged 392
		SP:Iteration 76Q (54978.580000 sec): 3 clusters
  Score: Raw -4071265.717084 + Penalty 3418.287585 = -4067847.429499
  nChanged 406
		SP:Iteration 77Q (54978.910000 sec): 3 clusters
  Score: Raw -4071460.164397 + Penalty 3418.287585 = -4068041.876813
  nChanged 357
		SP:Iteration 78Q (54979.290000 sec): 3 clusters
  Score: Raw -4071641.867169 + Penalty 3418.287585 = -4068223.579584
  nChanged 354
		SP:Iteration 79Q (54979.670000 sec): 3 clusters
  Score: Raw -4071815.578533 + Penalty 3418.287585 = -4068397.290949
  nChanged 329
		SP:Iteration 80F (54980.020000 sec): 3 clusters
  Score: Raw -4071978.137196 + Penalty 3418.287585 = -4068559.849612
  nChanged 292
		SP:Iteration 81Q (54980.450000 sec): 3 clusters
  Score: Raw -4072120.554301 + Penalty 3418.287585 = -4068702.266717
  nChanged 218
		SP:Iteration 82Q (54980.780000 sec): 3 clusters
  Score: Raw -4072225.237122 + Penalty 3418.287585 = -4068806.949537
  nChanged 222
		SP:Iteration 83Q (54981.160000 sec): 3 clusters
  Score: Raw -4072332.401865 + Penalty 3418.287585 = -4068914.114280
  nChanged 166
		SP:Iteration 84Q (54981.490000 sec): 3 clusters
  Score: Raw -4072406.768984 + Penalty 3418.287585 = -4068988.481400
  nChanged 139
		SP:Iteration 85Q (54981.860000 sec): 3 clusters
  Score: Raw -4072468.148559 + Penalty 3418.287585 = -4069049.860975
  nChanged 125
		SP:Iteration 86Q (54982.200000 sec): 3 clusters
  Score: Raw -4072518.928623 + Penalty 3418.287585 = -4069100.641039
  nChanged 95
		SP:Iteration 87Q (54982.550000 sec): 3 clusters
  Score: Raw -4072551.166449 + Penalty 3418.287585 = -4069132.878864
  nChanged 80
		SP:Iteration 88Q (54982.930000 sec): 3 clusters
  Score: Raw -4072575.283482 + Penalty 3418.287585 = -4069156.995897
  nChanged 68
		SP:Iteration 89Q (54983.290000 sec): 3 clusters
  Score: Raw -4072600.851957 + Penalty 3418.287585 = -4069182.564373
  nChanged 61
		SP:Iteration 90Q (54983.630000 sec): 3 clusters
  Score: Raw -4072624.369496 + Penalty 3418.287585 = -4069206.081911
  nChanged 50
		SP:Iteration 91Q (54983.960000 sec): 3 clusters
  Score: Raw -4072640.918088 + Penalty 3418.287585 = -4069222.630503
  nChanged 38
		SP:Iteration 92Q (54984.300000 sec): 3 clusters
  Score: Raw -4072653.640368 + Penalty 3418.287585 = -4069235.352784
  nChanged 38
		SP:Iteration 93Q (54984.680000 sec): 3 clusters
  Score: Raw -4072665.527420 + Penalty 3418.287585 = -4069247.239835
  nChanged 23
		SP:Iteration 94Q (54985.010000 sec): 3 clusters
  Score: Raw -4072671.755204 + Penalty 3418.287585 = -4069253.467619
  nChanged 23
		SP:Iteration 95Q (54985.440000 sec): 3 clusters
  Score: Raw -4072677.471618 + Penalty 3418.287585 = -4069259.184033
  nChanged 22
		SP:Iteration 96Q (54985.840000 sec): 3 clusters
  Score: Raw -4072684.597794 + Penalty 3418.287585 = -4069266.310209
  nChanged 15
		SP:Iteration 97Q (54986.190000 sec): 3 clusters
  Score: Raw -4072688.258078 + Penalty 3418.287585 = -4069269.970494
  nChanged 9
		SP:Iteration 98Q (54986.590000 sec): 3 clusters
  Score: Raw -4072691.501206 + Penalty 3418.287585 = -4069273.213621
  nChanged 13
		SP:Iteration 99Q (54986.920000 sec): 3 clusters
  Score: Raw -4072696.880631 + Penalty 3418.287585 = -4069278.593046
  nChanged 20
		SP:Iteration 100F (54987.270000 sec): 3 clusters
  Score: Raw -4072704.307938 + Penalty 3418.287585 = -4069286.020353
  nChanged 15
		SP:Iteration 101Q (54987.610000 sec): 3 clusters
  Score: Raw -4072708.614015 + Penalty 3418.287585 = -4069290.326430
  nChanged 16
		SP:Iteration 102Q (54987.920000 sec): 3 clusters
  Score: Raw -4072713.090885 + Penalty 3418.287585 = -4069294.803300
  nChanged 14
		SP:Iteration 103Q (54988.320000 sec): 3 clusters
  Score: Raw -4072716.138251 + Penalty 3418.287585 = -4069297.850666
  nChanged 9
		SP:Iteration 104Q (54988.710000 sec): 3 clusters
  Score: Raw -4072719.105976 + Penalty 3418.287585 = -4069300.818391
  nChanged 14
		SP:Iteration 105Q (54989.110000 sec): 3 clusters
  Score: Raw -4072723.122822 + Penalty 3418.287585 = -4069304.835237
  nChanged 10
		SP:Iteration 106Q (54989.510000 sec): 3 clusters
  Score: Raw -4072725.334586 + Penalty 3418.287585 = -4069307.047001
  nChanged 6
		SP:Iteration 107Q (54989.900000 sec): 3 clusters
  Score: Raw -4072726.445864 + Penalty 3418.287585 = -4069308.158280
  nChanged 3
		SP:Iteration 108Q (54990.260000 sec): 3 clusters
  Score: Raw -4072727.017038 + Penalty 3418.287585 = -4069308.729453
  nChanged 3
		SP:Iteration 109Q (54990.610000 sec): 3 clusters
  Score: Raw -4072727.535758 + Penalty 3418.287585 = -4069309.248173
  nChanged 4
		SP:Iteration 110Q (54990.970000 sec): 3 clusters
  Score: Raw -4072728.248832 + Penalty 3418.287585 = -4069309.961248
  nChanged 4
		SP:Iteration 111Q (54991.400000 sec): 3 clusters
  Score: Raw -4072729.037078 + Penalty 3418.287585 = -4069310.749493
  nChanged 1
		SP:Iteration 112Q (54991.770000 sec): 3 clusters
  Score: Raw -4072729.366377 + Penalty 3418.287585 = -4069311.078793
  nChanged 0
		SP:Iteration 113F (54992.220000 sec): 3 clusters
  Score: Raw -4072729.366377 + Penalty 3418.287585 = -4069311.078793
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54992.350000 sec): 2 clusters
  Score: Raw -1154553.063577 + Penalty 1505.056903 = -1153048.006674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54992.620000 sec): 3 clusters
  Score: Raw -1148579.017246 + Penalty 3010.113806 = -1145568.903440
  nChanged 4514
		SP:Iteration 1F (54992.870000 sec): 3 clusters
  Score: Raw -1151016.550367 + Penalty 3010.113806 = -1148006.436561
  nChanged 714
		SP:Iteration 2F (54993.110000 sec): 3 clusters
  Score: Raw -1151376.659193 + Penalty 3010.113806 = -1148366.545387
  nChanged 600
		SP:Iteration 3F (54993.350000 sec): 3 clusters
  Score: Raw -1151694.327155 + Penalty 3010.113806 = -1148684.213349
  nChanged 562
		SP:Iteration 4F (54993.580000 sec): 3 clusters
  Score: Raw -1151970.369640 + Penalty 3010.113806 = -1148960.255834
  nChanged 487
		SP:Iteration 5Q (54993.830000 sec): 3 clusters
  Score: Raw -1152228.829430 + Penalty 3010.113806 = -1149218.715624
  nChanged 467
		SP:Iteration 6Q (54994.070000 sec): 3 clusters
  Score: Raw -1152472.991214 + Penalty 3010.113806 = -1149462.877408
  nChanged 455
		SP:Iteration 7Q (54994.290000 sec): 3 clusters
  Score: Raw -1152782.379568 + Penalty 3010.113806 = -1149772.265762
  nChanged 478
		SP:Iteration 8Q (54994.560000 sec): 3 clusters
  Score: Raw -1153137.883787 + Penalty 3010.113806 = -1150127.769981
  nChanged 494
		SP:Iteration 9Q (54994.820000 sec): 3 clusters
  Score: Raw -1153530.928085 + Penalty 3010.113806 = -1150520.814279
  nChanged 501
		SP:Iteration 10Q (54995.010000 sec): 3 clusters
  Score: Raw -1153948.656825 + Penalty 3010.113806 = -1150938.543019
  nChanged 486
		SP:Iteration 11Q (54995.250000 sec): 3 clusters
  Score: Raw -1154286.253689 + Penalty 3010.113806 = -1151276.139883
  nChanged 401
		SP:Iteration 12Q (54995.480000 sec): 3 clusters
  Score: Raw -1154574.223868 + Penalty 3010.113806 = -1151564.110062
  nChanged 336
		SP:Iteration 13Q (54995.710000 sec): 3 clusters
  Score: Raw -1154781.485169 + Penalty 3010.113806 = -1151771.371363
  nChanged 263
		SP:Iteration 14Q (54995.950000 sec): 3 clusters
  Score: Raw -1154945.194031 + Penalty 3010.113806 = -1151935.080225
  nChanged 230
		SP:Iteration 15Q (54996.190000 sec): 3 clusters
  Score: Raw -1155073.127371 + Penalty 3010.113806 = -1152063.013565
  nChanged 202
		SP:Iteration 16Q (54996.410000 sec): 3 clusters
  Score: Raw -1155175.620460 + Penalty 3010.113806 = -1152165.506654
  nChanged 164
		SP:Iteration 17Q (54996.570000 sec): 3 clusters
  Score: Raw -1155255.735044 + Penalty 3010.113806 = -1152245.621238
  nChanged 146
		SP:Iteration 18Q (54996.810000 sec): 3 clusters
  Score: Raw -1155308.520282 + Penalty 3010.113806 = -1152298.406476
  nChanged 94
		SP:Iteration 19Q (54997.060000 sec): 3 clusters
  Score: Raw -1155339.090298 + Penalty 3010.113806 = -1152328.976492
  nChanged 92
		SP:Iteration 20F (54997.320000 sec): 3 clusters
  Score: Raw -1155365.944600 + Penalty 3010.113806 = -1152355.830794
  nChanged 75
		SP:Iteration 21Q (54997.530000 sec): 3 clusters
  Score: Raw -1155383.801724 + Penalty 3010.113806 = -1152373.687918
  nChanged 62
		SP:Iteration 22Q (54997.780000 sec): 3 clusters
  Score: Raw -1155398.819266 + Penalty 3010.113806 = -1152388.705460
  nChanged 57
		SP:Iteration 23Q (54997.990000 sec): 3 clusters
  Score: Raw -1155411.168491 + Penalty 3010.113806 = -1152401.054685
  nChanged 58
		SP:Iteration 24Q (54998.250000 sec): 3 clusters
  Score: Raw -1155426.051716 + Penalty 3010.113806 = -1152415.937910
  nChanged 58
		SP:Iteration 25Q (54998.500000 sec): 3 clusters
  Score: Raw -1155440.752464 + Penalty 3010.113806 = -1152430.638658
  nChanged 44
		SP:Iteration 26Q (54998.760000 sec): 3 clusters
  Score: Raw -1155450.392005 + Penalty 3010.113806 = -1152440.278199
  nChanged 42
		SP:Iteration 27Q (54999.070000 sec): 3 clusters
  Score: Raw -1155458.399326 + Penalty 3010.113806 = -1152448.285520
  nChanged 32
		SP:Iteration 28Q (54999.320000 sec): 3 clusters
  Score: Raw -1155463.877852 + Penalty 3010.113806 = -1152453.764046
  nChanged 29
		SP:Iteration 29Q (54999.550000 sec): 3 clusters
  Score: Raw -1155467.894767 + Penalty 3010.113806 = -1152457.780961
  nChanged 24
		SP:Iteration 30Q (54999.800000 sec): 3 clusters
  Score: Raw -1155471.571905 + Penalty 3010.113806 = -1152461.458099
  nChanged 20
		SP:Iteration 31Q (55000.120000 sec): 3 clusters
  Score: Raw -1155474.705507 + Penalty 3010.113806 = -1152464.591701
  nChanged 20
		SP:Iteration 32Q (55000.340000 sec): 3 clusters
  Score: Raw -1155477.671053 + Penalty 3010.113806 = -1152467.557247
  nChanged 17
		SP:Iteration 33Q (55000.580000 sec): 3 clusters
  Score: Raw -1155479.887304 + Penalty 3010.113806 = -1152469.773498
  nChanged 14
		SP:Iteration 34Q (55000.850000 sec): 3 clusters
  Score: Raw -1155481.493547 + Penalty 3010.113806 = -1152471.379741
  nChanged 8
		SP:Iteration 35Q (55001.050000 sec): 3 clusters
  Score: Raw -1155482.636660 + Penalty 3010.113806 = -1152472.522854
  nChanged 13
		SP:Iteration 36Q (55001.280000 sec): 3 clusters
  Score: Raw -1155484.286208 + Penalty 3010.113806 = -1152474.172402
  nChanged 15
		SP:Iteration 37Q (55001.490000 sec): 3 clusters
  Score: Raw -1155486.472033 + Penalty 3010.113806 = -1152476.358227
  nChanged 23
		SP:Iteration 38Q (55001.750000 sec): 3 clusters
  Score: Raw -1155489.766611 + Penalty 3010.113806 = -1152479.652805
  nChanged 21
		SP:Iteration 39Q (55002.010000 sec): 3 clusters
  Score: Raw -1155492.694691 + Penalty 3010.113806 = -1152482.580885
  nChanged 19
		SP:Iteration 40F (55002.220000 sec): 3 clusters
  Score: Raw -1155495.134377 + Penalty 3010.113806 = -1152485.020571
  nChanged 11
		SP:Iteration 41Q (55002.450000 sec): 3 clusters
  Score: Raw -1155496.499531 + Penalty 3010.113806 = -1152486.385725
  nChanged 15
		SP:Iteration 42Q (55002.740000 sec): 3 clusters
  Score: Raw -1155498.636069 + Penalty 3010.113806 = -1152488.522263
  nChanged 10
		SP:Iteration 43Q (55002.990000 sec): 3 clusters
  Score: Raw -1155499.896581 + Penalty 3010.113806 = -1152489.782775
  nChanged 8
		SP:Iteration 44Q (55003.210000 sec): 3 clusters
  Score: Raw -1155500.907169 + Penalty 3010.113806 = -1152490.793363
  nChanged 5
		SP:Iteration 45Q (55003.450000 sec): 3 clusters
  Score: Raw -1155501.272484 + Penalty 3010.113806 = -1152491.158678
  nChanged 2
		SP:Iteration 46Q (55003.690000 sec): 3 clusters
  Score: Raw -1155501.382601 + Penalty 3010.113806 = -1152491.268795
  nChanged 3
		SP:Iteration 47Q (55003.940000 sec): 3 clusters
  Score: Raw -1155501.592120 + Penalty 3010.113806 = -1152491.478314
  nChanged 4
		SP:Iteration 48Q (55004.140000 sec): 3 clusters
  Score: Raw -1155501.975314 + Penalty 3010.113806 = -1152491.861508
  nChanged 3
		SP:Iteration 49Q (55004.320000 sec): 3 clusters
  Score: Raw -1155502.126214 + Penalty 3010.113806 = -1152492.012408
  nChanged 1
		SP:Iteration 50Q (55004.520000 sec): 3 clusters
  Score: Raw -1155502.295635 + Penalty 3010.113806 = -1152492.181829
  nChanged 0
		SP:Iteration 51F (55004.740000 sec): 3 clusters
  Score: Raw -1155502.295635 + Penalty 3010.113806 = -1152492.181829
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (14195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55004.870000 sec): 2 clusters
  Score: Raw -1628130.371928 + Penalty 1553.604824 = -1626576.767104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55005.160000 sec): 3 clusters
  Score: Raw -1619836.210501 + Penalty 3107.209647 = -1616729.000854
  nChanged 6258
		SP:Iteration 1F (55005.380000 sec): 3 clusters
  Score: Raw -1623187.843764 + Penalty 3107.209647 = -1620080.634116
  nChanged 771
		SP:Iteration 2F (55005.590000 sec): 3 clusters
  Score: Raw -1623514.187873 + Penalty 3107.209647 = -1620406.978226
  nChanged 704
		SP:Iteration 3Q (55005.900000 sec): 3 clusters
  Score: Raw -1623824.354651 + Penalty 3107.209647 = -1620717.145004
  nChanged 704
		SP:Iteration 4Q (55006.150000 sec): 3 clusters
  Score: Raw -1624173.665623 + Penalty 3107.209647 = -1621066.455976
  nChanged 674
		SP:Iteration 5Q (55006.400000 sec): 3 clusters
  Score: Raw -1624537.357018 + Penalty 3107.209647 = -1621430.147371
  nChanged 704
		SP:Iteration 6Q (55006.720000 sec): 3 clusters
  Score: Raw -1624921.921525 + Penalty 3107.209647 = -1621814.711878
  nChanged 752
		SP:Iteration 7F (55007.020000 sec): 3 clusters
  Score: Raw -1625383.709027 + Penalty 3107.209647 = -1622276.499380
  nChanged 779
		SP:Iteration 8F (55007.250000 sec): 3 clusters
  Score: Raw -1625911.718949 + Penalty 3107.209647 = -1622804.509302
  nChanged 800
		SP:Iteration 9F (55007.530000 sec): 3 clusters
  Score: Raw -1626506.825081 + Penalty 3107.209647 = -1623399.615434
  nChanged 826
		SP:Iteration 10F (55007.800000 sec): 3 clusters
  Score: Raw -1627163.489806 + Penalty 3107.209647 = -1624056.280159
  nChanged 734
		SP:Iteration 11F (55008.110000 sec): 3 clusters
  Score: Raw -1627776.461769 + Penalty 3107.209647 = -1624669.252121
  nChanged 609
		SP:Iteration 12Q (55008.420000 sec): 3 clusters
  Score: Raw -1628185.485949 + Penalty 3107.209647 = -1625078.276301
  nChanged 453
		SP:Iteration 13Q (55008.680000 sec): 3 clusters
  Score: Raw -1628415.227228 + Penalty 3107.209647 = -1625308.017580
  nChanged 318
		SP:Iteration 14Q (55008.940000 sec): 3 clusters
  Score: Raw -1628531.110183 + Penalty 3107.209647 = -1625423.900535
  nChanged 224
		SP:Iteration 15Q (55009.180000 sec): 3 clusters
  Score: Raw -1628594.278208 + Penalty 3107.209647 = -1625487.068560
  nChanged 163
		SP:Iteration 16Q (55009.420000 sec): 3 clusters
  Score: Raw -1628629.380888 + Penalty 3107.209647 = -1625522.171241
  nChanged 112
		SP:Iteration 17Q (55009.710000 sec): 3 clusters
  Score: Raw -1628650.081002 + Penalty 3107.209647 = -1625542.871354
  nChanged 89
		SP:Iteration 18Q (55009.930000 sec): 3 clusters
  Score: Raw -1628663.871878 + Penalty 3107.209647 = -1625556.662231
  nChanged 65
		SP:Iteration 19Q (55010.190000 sec): 3 clusters
  Score: Raw -1628673.653525 + Penalty 3107.209647 = -1625566.443878
  nChanged 54
		SP:Iteration 20F (55010.460000 sec): 3 clusters
  Score: Raw -1628681.062350 + Penalty 3107.209647 = -1625573.852702
  nChanged 43
		SP:Iteration 21Q (55010.740000 sec): 3 clusters
  Score: Raw -1628685.889659 + Penalty 3107.209647 = -1625578.680011
  nChanged 32
		SP:Iteration 22Q (55011.050000 sec): 3 clusters
  Score: Raw -1628689.287001 + Penalty 3107.209647 = -1625582.077354
  nChanged 32
		SP:Iteration 23Q (55011.390000 sec): 3 clusters
  Score: Raw -1628692.548585 + Penalty 3107.209647 = -1625585.338937
  nChanged 27
		SP:Iteration 24Q (55011.670000 sec): 3 clusters
  Score: Raw -1628695.084633 + Penalty 3107.209647 = -1625587.874986
  nChanged 22
		SP:Iteration 25Q (55011.950000 sec): 3 clusters
  Score: Raw -1628696.910564 + Penalty 3107.209647 = -1625589.700916
  nChanged 13
		SP:Iteration 26Q (55012.210000 sec): 3 clusters
  Score: Raw -1628697.874840 + Penalty 3107.209647 = -1625590.665192
  nChanged 16
		SP:Iteration 27Q (55012.480000 sec): 3 clusters
  Score: Raw -1628699.267878 + Penalty 3107.209647 = -1625592.058231
  nChanged 13
		SP:Iteration 28Q (55012.730000 sec): 3 clusters
  Score: Raw -1628700.426023 + Penalty 3107.209647 = -1625593.216375
  nChanged 12
		SP:Iteration 29Q (55013.030000 sec): 3 clusters
  Score: Raw -1628701.473917 + Penalty 3107.209647 = -1625594.264270
  nChanged 6
		SP:Iteration 30Q (55013.330000 sec): 3 clusters
  Score: Raw -1628701.958678 + Penalty 3107.209647 = -1625594.749030
  nChanged 4
		SP:Iteration 31Q (55013.550000 sec): 3 clusters
  Score: Raw -1628702.148638 + Penalty 3107.209647 = -1625594.938990
  nChanged 1
		SP:Iteration 32Q (55013.870000 sec): 3 clusters
  Score: Raw -1628702.206610 + Penalty 3107.209647 = -1625594.996963
  nChanged 2
		SP:Iteration 33Q (55014.140000 sec): 3 clusters
  Score: Raw -1628702.341577 + Penalty 3107.209647 = -1625595.131930
  nChanged 2
		SP:Iteration 34Q (55014.410000 sec): 3 clusters
  Score: Raw -1628702.582867 + Penalty 3107.209647 = -1625595.373220
  nChanged 4
		SP:Iteration 35Q (55014.680000 sec): 3 clusters
  Score: Raw -1628702.819194 + Penalty 3107.209647 = -1625595.609546
  nChanged 4
		SP:Iteration 36Q (55014.980000 sec): 3 clusters
  Score: Raw -1628703.239439 + Penalty 3107.209647 = -1625596.029791
  nChanged 6
		SP:Iteration 37Q (55015.260000 sec): 3 clusters
  Score: Raw -1628703.666326 + Penalty 3107.209647 = -1625596.456679
  nChanged 4
		SP:Iteration 38Q (55015.500000 sec): 3 clusters
  Score: Raw -1628703.974335 + Penalty 3107.209647 = -1625596.764688
  nChanged 4
		SP:Iteration 39Q (55015.820000 sec): 3 clusters
  Score: Raw -1628704.375336 + Penalty 3107.209647 = -1625597.165689
  nChanged 4
		SP:Iteration 40F (55016.080000 sec): 3 clusters
  Score: Raw -1628704.702549 + Penalty 3107.209647 = -1625597.492902
  nChanged 3
		SP:Iteration 41Q (55016.370000 sec): 3 clusters
  Score: Raw -1628704.900884 + Penalty 3107.209647 = -1625597.691236
  nChanged 4
		SP:Iteration 42Q (55016.610000 sec): 3 clusters
  Score: Raw -1628705.086523 + Penalty 3107.209647 = -1625597.876876
  nChanged 2
		SP:Iteration 43Q (55016.920000 sec): 3 clusters
  Score: Raw -1628705.242672 + Penalty 3107.209647 = -1625598.033025
  nChanged 2
		SP:Iteration 44Q (55017.220000 sec): 3 clusters
  Score: Raw -1628705.343557 + Penalty 3107.209647 = -1625598.133909
  nChanged 1
		SP:Iteration 45Q (55017.460000 sec): 3 clusters
  Score: Raw -1628705.406630 + Penalty 3107.209647 = -1625598.196983
  nChanged 0
		SP:Iteration 46F (55017.720000 sec): 3 clusters
  Score: Raw -1628705.406630 + Penalty 3107.209647 = -1625598.196983
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (14127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55017.940000 sec): 2 clusters
  Score: Raw -1478530.355877 + Penalty 1552.824510 = -1476977.531367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55018.200000 sec): 3 clusters
  Score: Raw -1470294.073904 + Penalty 3105.649020 = -1467188.424884
  nChanged 6239
		SP:Iteration 1F (55018.420000 sec): 3 clusters
  Score: Raw -1473646.506604 + Penalty 3105.649020 = -1470540.857583
  nChanged 894
		SP:Iteration 2F (55018.660000 sec): 3 clusters
  Score: Raw -1474114.963785 + Penalty 3105.649020 = -1471009.314765
  nChanged 823
		SP:Iteration 3F (55018.990000 sec): 3 clusters
  Score: Raw -1474525.618795 + Penalty 3105.649020 = -1471419.969775
  nChanged 748
		SP:Iteration 4F (55019.280000 sec): 3 clusters
  Score: Raw -1474933.734638 + Penalty 3105.649020 = -1471828.085618
  nChanged 737
		SP:Iteration 5F (55019.510000 sec): 3 clusters
  Score: Raw -1475361.125925 + Penalty 3105.649020 = -1472255.476905
  nChanged 707
		SP:Iteration 6F (55019.830000 sec): 3 clusters
  Score: Raw -1475777.341339 + Penalty 3105.649020 = -1472671.692318
  nChanged 654
		SP:Iteration 7Q (55020.130000 sec): 3 clusters
  Score: Raw -1476198.440265 + Penalty 3105.649020 = -1473092.791245
  nChanged 633
		SP:Iteration 8Q (55020.390000 sec): 3 clusters
  Score: Raw -1476649.973141 + Penalty 3105.649020 = -1473544.324121
  nChanged 624
		SP:Iteration 9Q (55020.660000 sec): 3 clusters
  Score: Raw -1477148.563059 + Penalty 3105.649020 = -1474042.914039
  nChanged 587
		SP:Iteration 10Q (55020.960000 sec): 3 clusters
  Score: Raw -1477594.673623 + Penalty 3105.649020 = -1474489.024602
  nChanged 478
		SP:Iteration 11Q (55021.220000 sec): 3 clusters
  Score: Raw -1477901.133110 + Penalty 3105.649020 = -1474795.484090
  nChanged 346
		SP:Iteration 12Q (55021.550000 sec): 3 clusters
  Score: Raw -1478083.453152 + Penalty 3105.649020 = -1474977.804132
  nChanged 302
		SP:Iteration 13Q (55021.890000 sec): 3 clusters
  Score: Raw -1478231.247223 + Penalty 3105.649020 = -1475125.598203
  nChanged 239
		SP:Iteration 14Q (55022.120000 sec): 3 clusters
  Score: Raw -1478334.431748 + Penalty 3105.649020 = -1475228.782728
  nChanged 175
		SP:Iteration 15Q (55022.350000 sec): 3 clusters
  Score: Raw -1478405.169448 + Penalty 3105.649020 = -1475299.520428
  nChanged 147
		SP:Iteration 16Q (55022.600000 sec): 3 clusters
  Score: Raw -1478461.696076 + Penalty 3105.649020 = -1475356.047056
  nChanged 127
		SP:Iteration 17Q (55022.840000 sec): 3 clusters
  Score: Raw -1478506.355232 + Penalty 3105.649020 = -1475400.706212
  nChanged 106
		SP:Iteration 18Q (55023.140000 sec): 3 clusters
  Score: Raw -1478539.205984 + Penalty 3105.649020 = -1475433.556964
  nChanged 70
		SP:Iteration 19Q (55023.350000 sec): 3 clusters
  Score: Raw -1478554.447858 + Penalty 3105.649020 = -1475448.798837
  nChanged 58
		SP:Iteration 20F (55023.590000 sec): 3 clusters
  Score: Raw -1478569.064011 + Penalty 3105.649020 = -1475463.414991
  nChanged 52
		SP:Iteration 21Q (55023.870000 sec): 3 clusters
  Score: Raw -1478581.821164 + Penalty 3105.649020 = -1475476.172144
  nChanged 50
		SP:Iteration 22Q (55024.140000 sec): 3 clusters
  Score: Raw -1478592.576334 + Penalty 3105.649020 = -1475486.927314
  nChanged 47
		SP:Iteration 23Q (55024.400000 sec): 3 clusters
  Score: Raw -1478606.005932 + Penalty 3105.649020 = -1475500.356912
  nChanged 50
		SP:Iteration 24Q (55024.670000 sec): 3 clusters
  Score: Raw -1478620.097113 + Penalty 3105.649020 = -1475514.448092
  nChanged 61
		SP:Iteration 25Q (55024.960000 sec): 3 clusters
  Score: Raw -1478636.483406 + Penalty 3105.649020 = -1475530.834386
  nChanged 48
		SP:Iteration 26Q (55025.260000 sec): 3 clusters
  Score: Raw -1478650.142204 + Penalty 3105.649020 = -1475544.493184
  nChanged 42
		SP:Iteration 27Q (55025.470000 sec): 3 clusters
  Score: Raw -1478659.574738 + Penalty 3105.649020 = -1475553.925718
  nChanged 41
		SP:Iteration 28Q (55025.740000 sec): 3 clusters
  Score: Raw -1478668.425436 + Penalty 3105.649020 = -1475562.776416
  nChanged 43
		SP:Iteration 29Q (55026.010000 sec): 3 clusters
  Score: Raw -1478680.033498 + Penalty 3105.649020 = -1475574.384478
  nChanged 38
		SP:Iteration 30Q (55026.260000 sec): 3 clusters
  Score: Raw -1478691.304599 + Penalty 3105.649020 = -1475585.655579
  nChanged 42
		SP:Iteration 31Q (55026.550000 sec): 3 clusters
  Score: Raw -1478704.018861 + Penalty 3105.649020 = -1475598.369840
  nChanged 49
		SP:Iteration 32Q (55026.760000 sec): 3 clusters
  Score: Raw -1478720.012035 + Penalty 3105.649020 = -1475614.363015
  nChanged 43
		SP:Iteration 33Q (55027.030000 sec): 3 clusters
  Score: Raw -1478732.250608 + Penalty 3105.649020 = -1475626.601588
  nChanged 45
		SP:Iteration 34Q (55027.330000 sec): 3 clusters
  Score: Raw -1478743.423517 + Penalty 3105.649020 = -1475637.774497
  nChanged 33
		SP:Iteration 35Q (55027.610000 sec): 3 clusters
  Score: Raw -1478753.342288 + Penalty 3105.649020 = -1475647.693267
  nChanged 27
		SP:Iteration 36Q (55027.900000 sec): 3 clusters
  Score: Raw -1478761.485772 + Penalty 3105.649020 = -1475655.836752
  nChanged 28
		SP:Iteration 37Q (55028.180000 sec): 3 clusters
  Score: Raw -1478768.024629 + Penalty 3105.649020 = -1475662.375609
  nChanged 27
		SP:Iteration 38Q (55028.440000 sec): 3 clusters
  Score: Raw -1478777.267458 + Penalty 3105.649020 = -1475671.618438
  nChanged 32
		SP:Iteration 39Q (55028.700000 sec): 3 clusters
  Score: Raw -1478786.008618 + Penalty 3105.649020 = -1475680.359598
  nChanged 31
		SP:Iteration 40F (55028.950000 sec): 3 clusters
  Score: Raw -1478793.002791 + Penalty 3105.649020 = -1475687.353770
  nChanged 25
		SP:Iteration 41Q (55029.200000 sec): 3 clusters
  Score: Raw -1478798.597947 + Penalty 3105.649020 = -1475692.948927
  nChanged 26
		SP:Iteration 42Q (55029.470000 sec): 3 clusters
  Score: Raw -1478806.643740 + Penalty 3105.649020 = -1475700.994720
  nChanged 30
		SP:Iteration 43Q (55029.760000 sec): 3 clusters
  Score: Raw -1478815.371206 + Penalty 3105.649020 = -1475709.722186
  nChanged 28
		SP:Iteration 44Q (55030.040000 sec): 3 clusters
  Score: Raw -1478824.000789 + Penalty 3105.649020 = -1475718.351769
  nChanged 27
		SP:Iteration 45Q (55030.260000 sec): 3 clusters
  Score: Raw -1478831.639595 + Penalty 3105.649020 = -1475725.990574
  nChanged 30
		SP:Iteration 46Q (55030.530000 sec): 3 clusters
  Score: Raw -1478839.029614 + Penalty 3105.649020 = -1475733.380594
  nChanged 30
		SP:Iteration 47Q (55030.770000 sec): 3 clusters
  Score: Raw -1478846.442853 + Penalty 3105.649020 = -1475740.793833
  nChanged 26
		SP:Iteration 48Q (55031.020000 sec): 3 clusters
  Score: Raw -1478853.240846 + Penalty 3105.649020 = -1475747.591826
  nChanged 18
		SP:Iteration 49Q (55031.280000 sec): 3 clusters
  Score: Raw -1478858.466279 + Penalty 3105.649020 = -1475752.817259
  nChanged 21
		SP:Iteration 50Q (55031.560000 sec): 3 clusters
  Score: Raw -1478864.012677 + Penalty 3105.649020 = -1475758.363656
  nChanged 26
		SP:Iteration 51Q (55031.830000 sec): 3 clusters
  Score: Raw -1478870.874042 + Penalty 3105.649020 = -1475765.225022
  nChanged 28
		SP:Iteration 52Q (55032.120000 sec): 3 clusters
  Score: Raw -1478877.299840 + Penalty 3105.649020 = -1475771.650820
  nChanged 25
		SP:Iteration 53Q (55032.330000 sec): 3 clusters
  Score: Raw -1478884.187330 + Penalty 3105.649020 = -1475778.538310
  nChanged 26
		SP:Iteration 54Q (55032.610000 sec): 3 clusters
  Score: Raw -1478891.792958 + Penalty 3105.649020 = -1475786.143938
  nChanged 32
		SP:Iteration 55Q (55032.900000 sec): 3 clusters
  Score: Raw -1478902.102720 + Penalty 3105.649020 = -1475796.453700
  nChanged 30
		SP:Iteration 56Q (55033.170000 sec): 3 clusters
  Score: Raw -1478914.783028 + Penalty 3105.649020 = -1475809.134008
  nChanged 34
		SP:Iteration 57Q (55033.450000 sec): 3 clusters
  Score: Raw -1478926.616287 + Penalty 3105.649020 = -1475820.967267
  nChanged 29
		SP:Iteration 58Q (55033.730000 sec): 3 clusters
  Score: Raw -1478935.804868 + Penalty 3105.649020 = -1475830.155847
  nChanged 28
		SP:Iteration 59Q (55033.980000 sec): 3 clusters
  Score: Raw -1478943.786055 + Penalty 3105.649020 = -1475838.137035
  nChanged 27
		SP:Iteration 60F (55034.240000 sec): 3 clusters
  Score: Raw -1478951.320291 + Penalty 3105.649020 = -1475845.671270
  nChanged 24
		SP:Iteration 61Q (55034.510000 sec): 3 clusters
  Score: Raw -1478957.619721 + Penalty 3105.649020 = -1475851.970701
  nChanged 21
		SP:Iteration 62Q (55034.880000 sec): 3 clusters
  Score: Raw -1478963.736350 + Penalty 3105.649020 = -1475858.087330
  nChanged 16
		SP:Iteration 63Q (55035.190000 sec): 3 clusters
  Score: Raw -1478967.368856 + Penalty 3105.649020 = -1475861.719835
  nChanged 16
		SP:Iteration 64Q (55035.460000 sec): 3 clusters
  Score: Raw -1478972.903036 + Penalty 3105.649020 = -1475867.254016
  nChanged 13
		SP:Iteration 65Q (55035.730000 sec): 3 clusters
  Score: Raw -1478977.349711 + Penalty 3105.649020 = -1475871.700691
  nChanged 11
		SP:Iteration 66Q (55036.010000 sec): 3 clusters
  Score: Raw -1478980.731165 + Penalty 3105.649020 = -1475875.082145
  nChanged 12
		SP:Iteration 67Q (55036.270000 sec): 3 clusters
  Score: Raw -1478985.396828 + Penalty 3105.649020 = -1475879.747808
  nChanged 15
		SP:Iteration 68Q (55036.530000 sec): 3 clusters
  Score: Raw -1478990.513537 + Penalty 3105.649020 = -1475884.864517
  nChanged 16
		SP:Iteration 69Q (55036.750000 sec): 3 clusters
  Score: Raw -1478995.479365 + Penalty 3105.649020 = -1475889.830345
  nChanged 14
		SP:Iteration 70Q (55037.010000 sec): 3 clusters
  Score: Raw -1478999.585170 + Penalty 3105.649020 = -1475893.936150
  nChanged 11
		SP:Iteration 71Q (55037.310000 sec): 3 clusters
  Score: Raw -1479002.621478 + Penalty 3105.649020 = -1475896.972458
  nChanged 13
		SP:Iteration 72Q (55037.570000 sec): 3 clusters
  Score: Raw -1479006.229472 + Penalty 3105.649020 = -1475900.580452
  nChanged 11
		SP:Iteration 73Q (55037.780000 sec): 3 clusters
  Score: Raw -1479009.032399 + Penalty 3105.649020 = -1475903.383379
  nChanged 12
		SP:Iteration 74Q (55038.070000 sec): 3 clusters
  Score: Raw -1479012.966123 + Penalty 3105.649020 = -1475907.317102
  nChanged 12
		SP:Iteration 75Q (55038.320000 sec): 3 clusters
  Score: Raw -1479016.618119 + Penalty 3105.649020 = -1475910.969099
  nChanged 8
		SP:Iteration 76Q (55038.590000 sec): 3 clusters
  Score: Raw -1479018.406954 + Penalty 3105.649020 = -1475912.757934
  nChanged 3
		SP:Iteration 77Q (55038.870000 sec): 3 clusters
  Score: Raw -1479019.071554 + Penalty 3105.649020 = -1475913.422534
  nChanged 4
		SP:Iteration 78Q (55039.150000 sec): 3 clusters
  Score: Raw -1479019.656233 + Penalty 3105.649020 = -1475914.007212
  nChanged 3
		SP:Iteration 79Q (55039.380000 sec): 3 clusters
  Score: Raw -1479020.601363 + Penalty 3105.649020 = -1475914.952343
  nChanged 3
		SP:Iteration 80F (55039.650000 sec): 3 clusters
  Score: Raw -1479021.147281 + Penalty 3105.649020 = -1475915.498261
  nChanged 2
		SP:Iteration 81Q (55039.890000 sec): 3 clusters
  Score: Raw -1479021.808270 + Penalty 3105.649020 = -1475916.159250
  nChanged 3
		SP:Iteration 82Q (55040.190000 sec): 3 clusters
  Score: Raw -1479022.724028 + Penalty 3105.649020 = -1475917.075008
  nChanged 5
		SP:Iteration 83Q (55040.390000 sec): 3 clusters
  Score: Raw -1479023.995640 + Penalty 3105.649020 = -1475918.346620
  nChanged 4
		SP:Iteration 84Q (55040.710000 sec): 3 clusters
  Score: Raw -1479024.806513 + Penalty 3105.649020 = -1475919.157492
  nChanged 3
		SP:Iteration 85Q (55040.940000 sec): 3 clusters
  Score: Raw -1479025.387412 + Penalty 3105.649020 = -1475919.738391
  nChanged 3
		SP:Iteration 86Q (55041.260000 sec): 3 clusters
  Score: Raw -1479026.087169 + Penalty 3105.649020 = -1475920.438149
  nChanged 3
		SP:Iteration 87Q (55041.510000 sec): 3 clusters
  Score: Raw -1479026.882975 + Penalty 3105.649020 = -1475921.233955
  nChanged 3
		SP:Iteration 88Q (55041.740000 sec): 3 clusters
  Score: Raw -1479027.959576 + Penalty 3105.649020 = -1475922.310556
  nChanged 4
		SP:Iteration 89Q (55041.980000 sec): 3 clusters
  Score: Raw -1479028.502401 + Penalty 3105.649020 = -1475922.853381
  nChanged 2
		SP:Iteration 90Q (55042.290000 sec): 3 clusters
  Score: Raw -1479028.971894 + Penalty 3105.649020 = -1475923.322874
  nChanged 4
		SP:Iteration 91Q (55042.530000 sec): 3 clusters
  Score: Raw -1479030.171268 + Penalty 3105.649020 = -1475924.522248
  nChanged 4
		SP:Iteration 92Q (55042.870000 sec): 3 clusters
  Score: Raw -1479031.166142 + Penalty 3105.649020 = -1475925.517122
  nChanged 7
		SP:Iteration 93Q (55043.140000 sec): 3 clusters
  Score: Raw -1479032.647076 + Penalty 3105.649020 = -1475926.998055
  nChanged 5
		SP:Iteration 94Q (55043.440000 sec): 3 clusters
  Score: Raw -1479033.718665 + Penalty 3105.649020 = -1475928.069645
  nChanged 6
		SP:Iteration 95Q (55043.670000 sec): 3 clusters
  Score: Raw -1479035.238405 + Penalty 3105.649020 = -1475929.589385
  nChanged 2
		SP:Iteration 96Q (55043.930000 sec): 3 clusters
  Score: Raw -1479035.671593 + Penalty 3105.649020 = -1475930.022573
  nChanged 1
		SP:Iteration 97Q (55044.190000 sec): 3 clusters
  Score: Raw -1479035.998050 + Penalty 3105.649020 = -1475930.349030
  nChanged 1
		SP:Iteration 98Q (55044.500000 sec): 3 clusters
  Score: Raw -1479036.147043 + Penalty 3105.649020 = -1475930.498023
  nChanged 0
		SP:Iteration 99F (55044.780000 sec): 3 clusters
  Score: Raw -1479036.147043 + Penalty 3105.649020 = -1475930.498023
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (17664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55044.980000 sec): 2 clusters
  Score: Raw -1978927.112708 + Penalty 1589.133642 = -1977337.979066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55045.260000 sec): 3 clusters
  Score: Raw -1968437.100329 + Penalty 3178.267283 = -1965258.833046
  nChanged 8000
		SP:Iteration 1F (55045.580000 sec): 3 clusters
  Score: Raw -1972751.260217 + Penalty 3178.267283 = -1969572.992934
  nChanged 849
		SP:Iteration 2Q (55045.850000 sec): 3 clusters
  Score: Raw -1973074.362333 + Penalty 3178.267283 = -1969896.095050
  nChanged 819
		SP:Iteration 3Q (55046.160000 sec): 3 clusters
  Score: Raw -1973382.430462 + Penalty 3178.267283 = -1970204.163179
  nChanged 762
		SP:Iteration 4Q (55046.430000 sec): 3 clusters
  Score: Raw -1973636.944037 + Penalty 3178.267283 = -1970458.676754
  nChanged 694
		SP:Iteration 5Q (55046.800000 sec): 3 clusters
  Score: Raw -1973884.468637 + Penalty 3178.267283 = -1970706.201354
  nChanged 653
		SP:Iteration 6Q (55047.070000 sec): 3 clusters
  Score: Raw -1974112.412502 + Penalty 3178.267283 = -1970934.145219
  nChanged 610
		SP:Iteration 7Q (55047.380000 sec): 3 clusters
  Score: Raw -1974333.144629 + Penalty 3178.267283 = -1971154.877345
  nChanged 592
		SP:Iteration 8Q (55047.660000 sec): 3 clusters
  Score: Raw -1974571.437193 + Penalty 3178.267283 = -1971393.169910
  nChanged 654
		SP:Iteration 9Q (55047.930000 sec): 3 clusters
  Score: Raw -1974872.712133 + Penalty 3178.267283 = -1971694.444850
  nChanged 705
		SP:Iteration 10Q (55048.210000 sec): 3 clusters
  Score: Raw -1975271.010700 + Penalty 3178.267283 = -1972092.743417
  nChanged 774
		SP:Iteration 11Q (55048.490000 sec): 3 clusters
  Score: Raw -1975732.604802 + Penalty 3178.267283 = -1972554.337519
  nChanged 794
		SP:Iteration 12Q (55048.780000 sec): 3 clusters
  Score: Raw -1976178.897303 + Penalty 3178.267283 = -1973000.630020
  nChanged 668
		SP:Iteration 13Q (55049.080000 sec): 3 clusters
  Score: Raw -1976492.140177 + Penalty 3178.267283 = -1973313.872894
  nChanged 506
		SP:Iteration 14Q (55049.390000 sec): 3 clusters
  Score: Raw -1976679.559267 + Penalty 3178.267283 = -1973501.291983
  nChanged 386
		SP:Iteration 15Q (55049.720000 sec): 3 clusters
  Score: Raw -1976804.884853 + Penalty 3178.267283 = -1973626.617570
  nChanged 288
		SP:Iteration 16Q (55049.990000 sec): 3 clusters
  Score: Raw -1976898.322416 + Penalty 3178.267283 = -1973720.055132
  nChanged 279
		SP:Iteration 17Q (55050.270000 sec): 3 clusters
  Score: Raw -1976985.567804 + Penalty 3178.267283 = -1973807.300521
  nChanged 216
		SP:Iteration 18Q (55050.650000 sec): 3 clusters
  Score: Raw -1977048.817309 + Penalty 3178.267283 = -1973870.550026
  nChanged 218
		SP:Iteration 19Q (55050.950000 sec): 3 clusters
  Score: Raw -1977117.276913 + Penalty 3178.267283 = -1973939.009630
  nChanged 231
		SP:Iteration 20F (55051.220000 sec): 3 clusters
  Score: Raw -1977192.777757 + Penalty 3178.267283 = -1974014.510474
  nChanged 237
		SP:Iteration 21Q (55051.570000 sec): 3 clusters
  Score: Raw -1977264.446466 + Penalty 3178.267283 = -1974086.179183
  nChanged 219
		SP:Iteration 22Q (55051.770000 sec): 3 clusters
  Score: Raw -1977326.881293 + Penalty 3178.267283 = -1974148.614010
  nChanged 213
		SP:Iteration 23Q (55052.090000 sec): 3 clusters
  Score: Raw -1977386.965568 + Penalty 3178.267283 = -1974208.698284
  nChanged 191
		SP:Iteration 24Q (55052.400000 sec): 3 clusters
  Score: Raw -1977438.837018 + Penalty 3178.267283 = -1974260.569734
  nChanged 191
		SP:Iteration 25Q (55052.700000 sec): 3 clusters
  Score: Raw -1977497.667086 + Penalty 3178.267283 = -1974319.399802
  nChanged 180
		SP:Iteration 26Q (55052.950000 sec): 3 clusters
  Score: Raw -1977546.919501 + Penalty 3178.267283 = -1974368.652218
  nChanged 163
		SP:Iteration 27Q (55053.300000 sec): 3 clusters
  Score: Raw -1977593.736760 + Penalty 3178.267283 = -1974415.469477
  nChanged 168
		SP:Iteration 28Q (55053.560000 sec): 3 clusters
  Score: Raw -1977640.178419 + Penalty 3178.267283 = -1974461.911135
  nChanged 181
		SP:Iteration 29Q (55053.850000 sec): 3 clusters
  Score: Raw -1977694.567057 + Penalty 3178.267283 = -1974516.299773
  nChanged 209
		SP:Iteration 30Q (55054.170000 sec): 3 clusters
  Score: Raw -1977766.577904 + Penalty 3178.267283 = -1974588.310620
  nChanged 203
		SP:Iteration 31Q (55054.400000 sec): 3 clusters
  Score: Raw -1977828.291768 + Penalty 3178.267283 = -1974650.024484
  nChanged 179
		SP:Iteration 32Q (55054.680000 sec): 3 clusters
  Score: Raw -1977884.103800 + Penalty 3178.267283 = -1974705.836516
  nChanged 169
		SP:Iteration 33Q (55054.900000 sec): 3 clusters
  Score: Raw -1977937.833514 + Penalty 3178.267283 = -1974759.566231
  nChanged 178
		SP:Iteration 34Q (55055.170000 sec): 3 clusters
  Score: Raw -1977998.033723 + Penalty 3178.267283 = -1974819.766440
  nChanged 165
		SP:Iteration 35Q (55055.450000 sec): 3 clusters
  Score: Raw -1978056.128154 + Penalty 3178.267283 = -1974877.860871
  nChanged 175
		SP:Iteration 36Q (55055.730000 sec): 3 clusters
  Score: Raw -1978123.601369 + Penalty 3178.267283 = -1974945.334085
  nChanged 180
		SP:Iteration 37Q (55055.980000 sec): 3 clusters
  Score: Raw -1978210.846533 + Penalty 3178.267283 = -1975032.579249
  nChanged 179
		SP:Iteration 38Q (55056.220000 sec): 3 clusters
  Score: Raw -1978300.549099 + Penalty 3178.267283 = -1975122.281816
  nChanged 195
		SP:Iteration 39Q (55056.490000 sec): 3 clusters
  Score: Raw -1978413.237863 + Penalty 3178.267283 = -1975234.970579
  nChanged 198
		SP:Iteration 40F (55056.700000 sec): 3 clusters
  Score: Raw -1978529.368366 + Penalty 3178.267283 = -1975351.101082
  nChanged 188
		SP:Iteration 41Q (55056.970000 sec): 3 clusters
  Score: Raw -1978643.245516 + Penalty 3178.267283 = -1975464.978232
  nChanged 165
		SP:Iteration 42Q (55057.220000 sec): 3 clusters
  Score: Raw -1978741.189355 + Penalty 3178.267283 = -1975562.922071
  nChanged 161
		SP:Iteration 43Q (55057.440000 sec): 3 clusters
  Score: Raw -1978825.551500 + Penalty 3178.267283 = -1975647.284216
  nChanged 147
		SP:Iteration 44Q (55057.720000 sec): 3 clusters
  Score: Raw -1978898.331567 + Penalty 3178.267283 = -1975720.064284
  nChanged 124
		SP:Iteration 45Q (55057.930000 sec): 3 clusters
  Score: Raw -1978955.272894 + Penalty 3178.267283 = -1975777.005611
  nChanged 112
		SP:Iteration 46Q (55058.260000 sec): 3 clusters
  Score: Raw -1979003.731213 + Penalty 3178.267283 = -1975825.463929
  nChanged 82
		SP:Iteration 47Q (55058.510000 sec): 3 clusters
  Score: Raw -1979037.663101 + Penalty 3178.267283 = -1975859.395818
  nChanged 79
		SP:Iteration 48Q (55058.810000 sec): 3 clusters
  Score: Raw -1979070.179404 + Penalty 3178.267283 = -1975891.912121
  nChanged 63
		SP:Iteration 49Q (55059.140000 sec): 3 clusters
  Score: Raw -1979095.448921 + Penalty 3178.267283 = -1975917.181637
  nChanged 52
		SP:Iteration 50Q (55059.410000 sec): 3 clusters
  Score: Raw -1979112.021345 + Penalty 3178.267283 = -1975933.754062
  nChanged 39
		SP:Iteration 51Q (55059.700000 sec): 3 clusters
  Score: Raw -1979124.537955 + Penalty 3178.267283 = -1975946.270671
  nChanged 31
		SP:Iteration 52Q (55059.970000 sec): 3 clusters
  Score: Raw -1979135.374632 + Penalty 3178.267283 = -1975957.107349
  nChanged 39
		SP:Iteration 53Q (55060.290000 sec): 3 clusters
  Score: Raw -1979149.583605 + Penalty 3178.267283 = -1975971.316322
  nChanged 40
		SP:Iteration 54Q (55060.580000 sec): 3 clusters
  Score: Raw -1979166.169307 + Penalty 3178.267283 = -1975987.902023
  nChanged 33
		SP:Iteration 55Q (55060.920000 sec): 3 clusters
  Score: Raw -1979176.451694 + Penalty 3178.267283 = -1975998.184410
  nChanged 27
		SP:Iteration 56Q (55061.200000 sec): 3 clusters
  Score: Raw -1979185.735835 + Penalty 3178.267283 = -1976007.468552
  nChanged 31
		SP:Iteration 57Q (55061.470000 sec): 3 clusters
  Score: Raw -1979197.624094 + Penalty 3178.267283 = -1976019.356810
  nChanged 26
		SP:Iteration 58Q (55061.710000 sec): 3 clusters
  Score: Raw -1979206.117730 + Penalty 3178.267283 = -1976027.850447
  nChanged 23
		SP:Iteration 59Q (55061.960000 sec): 3 clusters
  Score: Raw -1979213.880767 + Penalty 3178.267283 = -1976035.613484
  nChanged 22
		SP:Iteration 60F (55062.220000 sec): 3 clusters
  Score: Raw -1979220.368350 + Penalty 3178.267283 = -1976042.101067
  nChanged 21
		SP:Iteration 61Q (55062.530000 sec): 3 clusters
  Score: Raw -1979227.100969 + Penalty 3178.267283 = -1976048.833686
  nChanged 19
		SP:Iteration 62Q (55062.820000 sec): 3 clusters
  Score: Raw -1979233.425684 + Penalty 3178.267283 = -1976055.158400
  nChanged 12
		SP:Iteration 63Q (55063.090000 sec): 3 clusters
  Score: Raw -1979237.286853 + Penalty 3178.267283 = -1976059.019570
  nChanged 15
		SP:Iteration 64Q (55063.350000 sec): 3 clusters
  Score: Raw -1979241.113476 + Penalty 3178.267283 = -1976062.846192
  nChanged 12
		SP:Iteration 65Q (55063.590000 sec): 3 clusters
  Score: Raw -1979245.577927 + Penalty 3178.267283 = -1976067.310643
  nChanged 15
		SP:Iteration 66Q (55063.890000 sec): 3 clusters
  Score: Raw -1979250.488950 + Penalty 3178.267283 = -1976072.221667
  nChanged 12
		SP:Iteration 67Q (55064.170000 sec): 3 clusters
  Score: Raw -1979253.483732 + Penalty 3178.267283 = -1976075.216449
  nChanged 13
		SP:Iteration 68Q (55064.410000 sec): 3 clusters
  Score: Raw -1979257.005191 + Penalty 3178.267283 = -1976078.737908
  nChanged 15
		SP:Iteration 69Q (55064.710000 sec): 3 clusters
  Score: Raw -1979263.421302 + Penalty 3178.267283 = -1976085.154019
  nChanged 15
		SP:Iteration 70Q (55064.960000 sec): 3 clusters
  Score: Raw -1979271.606820 + Penalty 3178.267283 = -1976093.339536
  nChanged 13
		SP:Iteration 71Q (55065.280000 sec): 3 clusters
  Score: Raw -1979276.264552 + Penalty 3178.267283 = -1976097.997269
  nChanged 15
		SP:Iteration 72Q (55065.530000 sec): 3 clusters
  Score: Raw -1979280.375025 + Penalty 3178.267283 = -1976102.107742
  nChanged 8
		SP:Iteration 73Q (55065.820000 sec): 3 clusters
  Score: Raw -1979282.235490 + Penalty 3178.267283 = -1976103.968207
  nChanged 4
		SP:Iteration 74Q (55066.150000 sec): 3 clusters
  Score: Raw -1979283.295734 + Penalty 3178.267283 = -1976105.028451
  nChanged 4
		SP:Iteration 75Q (55066.410000 sec): 3 clusters
  Score: Raw -1979284.236723 + Penalty 3178.267283 = -1976105.969440
  nChanged 3
		SP:Iteration 76Q (55066.720000 sec): 3 clusters
  Score: Raw -1979285.374250 + Penalty 3178.267283 = -1976107.106966
  nChanged 3
		SP:Iteration 77Q (55066.990000 sec): 3 clusters
  Score: Raw -1979286.458258 + Penalty 3178.267283 = -1976108.190975
  nChanged 6
		SP:Iteration 78Q (55067.250000 sec): 3 clusters
  Score: Raw -1979288.789795 + Penalty 3178.267283 = -1976110.522511
  nChanged 3
		SP:Iteration 79Q (55067.560000 sec): 3 clusters
  Score: Raw -1979289.582598 + Penalty 3178.267283 = -1976111.315314
  nChanged 3
		SP:Iteration 80F (55067.820000 sec): 3 clusters
  Score: Raw -1979290.749390 + Penalty 3178.267283 = -1976112.482107
  nChanged 3
		SP:Iteration 81Q (55068.100000 sec): 3 clusters
  Score: Raw -1979291.372689 + Penalty 3178.267283 = -1976113.105406
  nChanged 2
		SP:Iteration 82Q (55068.390000 sec): 3 clusters
  Score: Raw -1979291.772191 + Penalty 3178.267283 = -1976113.504908
  nChanged 2
		SP:Iteration 83Q (55068.620000 sec): 3 clusters
  Score: Raw -1979292.536062 + Penalty 3178.267283 = -1976114.268779
  nChanged 6
		SP:Iteration 84Q (55068.890000 sec): 3 clusters
  Score: Raw -1979294.213573 + Penalty 3178.267283 = -1976115.946289
  nChanged 6
		SP:Iteration 85Q (55069.180000 sec): 3 clusters
  Score: Raw -1979296.920584 + Penalty 3178.267283 = -1976118.653301
  nChanged 8
		SP:Iteration 86Q (55069.400000 sec): 3 clusters
  Score: Raw -1979299.442946 + Penalty 3178.267283 = -1976121.175663
  nChanged 9
		SP:Iteration 87Q (55069.670000 sec): 3 clusters
  Score: Raw -1979302.133638 + Penalty 3178.267283 = -1976123.866355
  nChanged 7
		SP:Iteration 88Q (55069.950000 sec): 3 clusters
  Score: Raw -1979304.920288 + Penalty 3178.267283 = -1976126.653005
  nChanged 9
		SP:Iteration 89Q (55070.220000 sec): 3 clusters
  Score: Raw -1979310.067810 + Penalty 3178.267283 = -1976131.800527
  nChanged 15
		SP:Iteration 90Q (55070.560000 sec): 3 clusters
  Score: Raw -1979318.624547 + Penalty 3178.267283 = -1976140.357264
  nChanged 15
		SP:Iteration 91Q (55070.820000 sec): 3 clusters
  Score: Raw -1979324.274599 + Penalty 3178.267283 = -1976146.007315
  nChanged 11
		SP:Iteration 92Q (55071.080000 sec): 3 clusters
  Score: Raw -1979329.408286 + Penalty 3178.267283 = -1976151.141002
  nChanged 12
		SP:Iteration 93Q (55071.310000 sec): 3 clusters
  Score: Raw -1979333.172448 + Penalty 3178.267283 = -1976154.905164
  nChanged 6
		SP:Iteration 94Q (55071.570000 sec): 3 clusters
  Score: Raw -1979335.134476 + Penalty 3178.267283 = -1976156.867193
  nChanged 8
		SP:Iteration 95Q (55071.840000 sec): 3 clusters
  Score: Raw -1979339.054543 + Penalty 3178.267283 = -1976160.787259
  nChanged 8
		SP:Iteration 96Q (55072.080000 sec): 3 clusters
  Score: Raw -1979341.527525 + Penalty 3178.267283 = -1976163.260242
  nChanged 2
		SP:Iteration 97Q (55072.360000 sec): 3 clusters
  Score: Raw -1979342.226908 + Penalty 3178.267283 = -1976163.959624
  nChanged 2
		SP:Iteration 98Q (55072.640000 sec): 3 clusters
  Score: Raw -1979343.021584 + Penalty 3178.267283 = -1976164.754301
  nChanged 2
		SP:Iteration 99Q (55072.920000 sec): 3 clusters
  Score: Raw -1979343.683779 + Penalty 3178.267283 = -1976165.416495
  nChanged 0
		SP:Iteration 100F (55073.140000 sec): 3 clusters
  Score: Raw -1979343.683779 + Penalty 3178.267283 = -1976165.416495
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55073.380000 sec): 2 clusters
  Score: Raw -4060098.731869 + Penalty 1692.416866 = -4058406.315004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55073.760000 sec): 3 clusters
  Score: Raw -4039343.175112 + Penalty 3384.833731 = -4035958.341381
  nChanged 15412
		SP:Iteration 1F (55074.040000 sec): 3 clusters
  Score: Raw -4047998.252366 + Penalty 3384.833731 = -4044613.418635
  nChanged 1426
		SP:Iteration 2Q (55074.400000 sec): 3 clusters
  Score: Raw -4048456.830313 + Penalty 3384.833731 = -4045071.996582
  nChanged 1437
		SP:Iteration 3Q (55074.730000 sec): 3 clusters
  Score: Raw -4048939.703740 + Penalty 3384.833731 = -4045554.870009
  nChanged 1391
		SP:Iteration 4Q (55075.100000 sec): 3 clusters
  Score: Raw -4049468.056893 + Penalty 3384.833731 = -4046083.223161
  nChanged 1468
		SP:Iteration 5Q (55075.540000 sec): 3 clusters
  Score: Raw -4050111.012641 + Penalty 3384.833731 = -4046726.178910
  nChanged 1586
		SP:Iteration 6Q (55075.950000 sec): 3 clusters
  Score: Raw -4050959.949880 + Penalty 3384.833731 = -4047575.116148
  nChanged 1729
		SP:Iteration 7F (55076.270000 sec): 3 clusters
  Score: Raw -4052007.140546 + Penalty 3384.833731 = -4048622.306814
  nChanged 1830
		SP:Iteration 8F (55076.600000 sec): 3 clusters
  Score: Raw -4053235.631215 + Penalty 3384.833731 = -4049850.797484
  nChanged 1842
		SP:Iteration 9F (55076.910000 sec): 3 clusters
  Score: Raw -4054554.663636 + Penalty 3384.833731 = -4051169.829904
  nChanged 1693
		SP:Iteration 10F (55077.240000 sec): 3 clusters
  Score: Raw -4055673.491304 + Penalty 3384.833731 = -4052288.657572
  nChanged 1401
		SP:Iteration 11Q (55077.620000 sec): 3 clusters
  Score: Raw -4056512.612111 + Penalty 3384.833731 = -4053127.778380
  nChanged 1193
		SP:Iteration 12Q (55078.030000 sec): 3 clusters
  Score: Raw -4057133.702571 + Penalty 3384.833731 = -4053748.868840
  nChanged 913
		SP:Iteration 13Q (55078.450000 sec): 3 clusters
  Score: Raw -4057571.685504 + Penalty 3384.833731 = -4054186.851772
  nChanged 763
		SP:Iteration 14Q (55078.860000 sec): 3 clusters
  Score: Raw -4057913.785580 + Penalty 3384.833731 = -4054528.951849
  nChanged 707
		SP:Iteration 15Q (55079.160000 sec): 3 clusters
  Score: Raw -4058238.027210 + Penalty 3384.833731 = -4054853.193478
  nChanged 711
		SP:Iteration 16Q (55079.490000 sec): 3 clusters
  Score: Raw -4058580.788525 + Penalty 3384.833731 = -4055195.954793
  nChanged 655
		SP:Iteration 17Q (55079.800000 sec): 3 clusters
  Score: Raw -4058932.302113 + Penalty 3384.833731 = -4055547.468382
  nChanged 651
		SP:Iteration 18Q (55080.130000 sec): 3 clusters
  Score: Raw -4059273.519479 + Penalty 3384.833731 = -4055888.685747
  nChanged 582
		SP:Iteration 19Q (55080.430000 sec): 3 clusters
  Score: Raw -4059594.466393 + Penalty 3384.833731 = -4056209.632662
  nChanged 534
		SP:Iteration 20F (55080.760000 sec): 3 clusters
  Score: Raw -4059881.345555 + Penalty 3384.833731 = -4056496.511824
  nChanged 475
		SP:Iteration 21Q (55081.090000 sec): 3 clusters
  Score: Raw -4060142.835407 + Penalty 3384.833731 = -4056758.001675
  nChanged 418
		SP:Iteration 22Q (55081.470000 sec): 3 clusters
  Score: Raw -4060386.969098 + Penalty 3384.833731 = -4057002.135367
  nChanged 340
		SP:Iteration 23Q (55081.890000 sec): 3 clusters
  Score: Raw -4060581.898370 + Penalty 3384.833731 = -4057197.064639
  nChanged 293
		SP:Iteration 24Q (55082.230000 sec): 3 clusters
  Score: Raw -4060752.701458 + Penalty 3384.833731 = -4057367.867726
  nChanged 223
		SP:Iteration 25Q (55082.580000 sec): 3 clusters
  Score: Raw -4060870.713641 + Penalty 3384.833731 = -4057485.879909
  nChanged 178
		SP:Iteration 26Q (55082.920000 sec): 3 clusters
  Score: Raw -4060961.682025 + Penalty 3384.833731 = -4057576.848294
  nChanged 153
		SP:Iteration 27Q (55083.270000 sec): 3 clusters
  Score: Raw -4061035.796256 + Penalty 3384.833731 = -4057650.962525
  nChanged 119
		SP:Iteration 28Q (55083.560000 sec): 3 clusters
  Score: Raw -4061094.401852 + Penalty 3384.833731 = -4057709.568120
  nChanged 119
		SP:Iteration 29Q (55083.900000 sec): 3 clusters
  Score: Raw -4061149.865198 + Penalty 3384.833731 = -4057765.031466
  nChanged 107
		SP:Iteration 30Q (55084.240000 sec): 3 clusters
  Score: Raw -4061203.849584 + Penalty 3384.833731 = -4057819.015852
  nChanged 85
		SP:Iteration 31Q (55084.620000 sec): 3 clusters
  Score: Raw -4061253.284429 + Penalty 3384.833731 = -4057868.450698
  nChanged 90
		SP:Iteration 32Q (55084.920000 sec): 3 clusters
  Score: Raw -4061300.713720 + Penalty 3384.833731 = -4057915.879989
  nChanged 69
		SP:Iteration 33Q (55085.280000 sec): 3 clusters
  Score: Raw -4061332.532514 + Penalty 3384.833731 = -4057947.698782
  nChanged 55
		SP:Iteration 34Q (55085.590000 sec): 3 clusters
  Score: Raw -4061353.344492 + Penalty 3384.833731 = -4057968.510761
  nChanged 40
		SP:Iteration 35Q (55085.930000 sec): 3 clusters
  Score: Raw -4061366.295337 + Penalty 3384.833731 = -4057981.461606
  nChanged 34
		SP:Iteration 36Q (55086.260000 sec): 3 clusters
  Score: Raw -4061375.262270 + Penalty 3384.833731 = -4057990.428538
  nChanged 23
		SP:Iteration 37Q (55086.560000 sec): 3 clusters
  Score: Raw -4061383.448067 + Penalty 3384.833731 = -4057998.614336
  nChanged 29
		SP:Iteration 38Q (55086.910000 sec): 3 clusters
  Score: Raw -4061392.331852 + Penalty 3384.833731 = -4058007.498121
  nChanged 22
		SP:Iteration 39Q (55087.240000 sec): 3 clusters
  Score: Raw -4061399.130695 + Penalty 3384.833731 = -4058014.296963
  nChanged 18
		SP:Iteration 40F (55087.600000 sec): 3 clusters
  Score: Raw -4061407.860143 + Penalty 3384.833731 = -4058023.026412
  nChanged 22
		SP:Iteration 41Q (55087.880000 sec): 3 clusters
  Score: Raw -4061414.938724 + Penalty 3384.833731 = -4058030.104992
  nChanged 22
		SP:Iteration 42Q (55088.240000 sec): 3 clusters
  Score: Raw -4061420.779471 + Penalty 3384.833731 = -4058035.945739
  nChanged 17
		SP:Iteration 43Q (55088.590000 sec): 3 clusters
  Score: Raw -4061425.813706 + Penalty 3384.833731 = -4058040.979974
  nChanged 15
		SP:Iteration 44Q (55088.890000 sec): 3 clusters
  Score: Raw -4061429.564570 + Penalty 3384.833731 = -4058044.730839
  nChanged 15
		SP:Iteration 45Q (55089.210000 sec): 3 clusters
  Score: Raw -4061432.504609 + Penalty 3384.833731 = -4058047.670878
  nChanged 6
		SP:Iteration 46Q (55089.600000 sec): 3 clusters
  Score: Raw -4061433.800178 + Penalty 3384.833731 = -4058048.966446
  nChanged 4
		SP:Iteration 47Q (55089.890000 sec): 3 clusters
  Score: Raw -4061434.299409 + Penalty 3384.833731 = -4058049.465677
  nChanged 0
		SP:Iteration 48F (55090.240000 sec): 3 clusters
  Score: Raw -4061434.299409 + Penalty 3384.833731 = -4058049.465677
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (17047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55090.390000 sec): 2 clusters
  Score: Raw -1856926.387463 + Penalty 1583.356046 = -1855343.031417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55090.670000 sec): 3 clusters
  Score: Raw -1846811.068448 + Penalty 3166.712092 = -1843644.356356
  nChanged 7576
		SP:Iteration 1F (55090.920000 sec): 3 clusters
  Score: Raw -1851234.689179 + Penalty 3166.712092 = -1848067.977087
  nChanged 1144
		SP:Iteration 2F (55091.160000 sec): 3 clusters
  Score: Raw -1851811.189622 + Penalty 3166.712092 = -1848644.477530
  nChanged 1068
		SP:Iteration 3F (55091.420000 sec): 3 clusters
  Score: Raw -1852383.354630 + Penalty 3166.712092 = -1849216.642538
  nChanged 1032
		SP:Iteration 4F (55091.670000 sec): 3 clusters
  Score: Raw -1852993.382431 + Penalty 3166.712092 = -1849826.670339
  nChanged 1080
		SP:Iteration 5F (55091.880000 sec): 3 clusters
  Score: Raw -1853702.224448 + Penalty 3166.712092 = -1850535.512356
  nChanged 1003
		SP:Iteration 6F (55092.170000 sec): 3 clusters
  Score: Raw -1854418.248156 + Penalty 3166.712092 = -1851251.536064
  nChanged 892
		SP:Iteration 7F (55092.420000 sec): 3 clusters
  Score: Raw -1855044.265505 + Penalty 3166.712092 = -1851877.553413
  nChanged 732
		SP:Iteration 8Q (55092.730000 sec): 3 clusters
  Score: Raw -1855547.201451 + Penalty 3166.712092 = -1852380.489359
  nChanged 560
		SP:Iteration 9Q (55092.990000 sec): 3 clusters
  Score: Raw -1855888.963793 + Penalty 3166.712092 = -1852722.251701
  nChanged 444
		SP:Iteration 10Q (55093.310000 sec): 3 clusters
  Score: Raw -1856128.954900 + Penalty 3166.712092 = -1852962.242808
  nChanged 365
		SP:Iteration 11Q (55093.530000 sec): 3 clusters
  Score: Raw -1856330.875827 + Penalty 3166.712092 = -1853164.163735
  nChanged 313
		SP:Iteration 12Q (55093.830000 sec): 3 clusters
  Score: Raw -1856489.210292 + Penalty 3166.712092 = -1853322.498200
  nChanged 263
		SP:Iteration 13Q (55094.150000 sec): 3 clusters
  Score: Raw -1856616.642663 + Penalty 3166.712092 = -1853449.930571
  nChanged 226
		SP:Iteration 14Q (55094.370000 sec): 3 clusters
  Score: Raw -1856724.067608 + Penalty 3166.712092 = -1853557.355516
  nChanged 222
		SP:Iteration 15Q (55094.680000 sec): 3 clusters
  Score: Raw -1856834.820026 + Penalty 3166.712092 = -1853668.107934
  nChanged 181
		SP:Iteration 16Q (55094.920000 sec): 3 clusters
  Score: Raw -1856910.977220 + Penalty 3166.712092 = -1853744.265127
  nChanged 144
		SP:Iteration 17Q (55095.230000 sec): 3 clusters
  Score: Raw -1856975.354398 + Penalty 3166.712092 = -1853808.642305
  nChanged 118
		SP:Iteration 18Q (55095.450000 sec): 3 clusters
  Score: Raw -1857025.326816 + Penalty 3166.712092 = -1853858.614724
  nChanged 98
		SP:Iteration 19Q (55095.700000 sec): 3 clusters
  Score: Raw -1857066.802456 + Penalty 3166.712092 = -1853900.090364
  nChanged 84
		SP:Iteration 20F (55095.990000 sec): 3 clusters
  Score: Raw -1857108.271621 + Penalty 3166.712092 = -1853941.559529
  nChanged 78
		SP:Iteration 21Q (55096.230000 sec): 3 clusters
  Score: Raw -1857143.444844 + Penalty 3166.712092 = -1853976.732752
  nChanged 54
		SP:Iteration 22Q (55096.440000 sec): 3 clusters
  Score: Raw -1857164.403101 + Penalty 3166.712092 = -1853997.691009
  nChanged 46
		SP:Iteration 23Q (55096.720000 sec): 3 clusters
  Score: Raw -1857179.961990 + Penalty 3166.712092 = -1854013.249898
  nChanged 37
		SP:Iteration 24Q (55096.980000 sec): 3 clusters
  Score: Raw -1857191.177359 + Penalty 3166.712092 = -1854024.465267
  nChanged 28
		SP:Iteration 25Q (55097.240000 sec): 3 clusters
  Score: Raw -1857199.923085 + Penalty 3166.712092 = -1854033.210993
  nChanged 27
		SP:Iteration 26Q (55097.460000 sec): 3 clusters
  Score: Raw -1857209.705299 + Penalty 3166.712092 = -1854042.993207
  nChanged 27
		SP:Iteration 27Q (55097.720000 sec): 3 clusters
  Score: Raw -1857218.290114 + Penalty 3166.712092 = -1854051.578022
  nChanged 17
		SP:Iteration 28Q (55097.980000 sec): 3 clusters
  Score: Raw -1857224.652882 + Penalty 3166.712092 = -1854057.940790
  nChanged 21
		SP:Iteration 29Q (55098.250000 sec): 3 clusters
  Score: Raw -1857232.453177 + Penalty 3166.712092 = -1854065.741085
  nChanged 12
		SP:Iteration 30Q (55098.500000 sec): 3 clusters
  Score: Raw -1857238.422573 + Penalty 3166.712092 = -1854071.710481
  nChanged 15
		SP:Iteration 31Q (55098.780000 sec): 3 clusters
  Score: Raw -1857243.494107 + Penalty 3166.712092 = -1854076.782015
  nChanged 15
		SP:Iteration 32Q (55099.060000 sec): 3 clusters
  Score: Raw -1857247.933540 + Penalty 3166.712092 = -1854081.221448
  nChanged 12
		SP:Iteration 33Q (55099.340000 sec): 3 clusters
  Score: Raw -1857252.263234 + Penalty 3166.712092 = -1854085.551142
  nChanged 15
		SP:Iteration 34Q (55099.640000 sec): 3 clusters
  Score: Raw -1857256.846271 + Penalty 3166.712092 = -1854090.134179
  nChanged 9
		SP:Iteration 35Q (55099.930000 sec): 3 clusters
  Score: Raw -1857260.734691 + Penalty 3166.712092 = -1854094.022599
  nChanged 11
		SP:Iteration 36Q (55100.200000 sec): 3 clusters
  Score: Raw -1857264.338607 + Penalty 3166.712092 = -1854097.626515
  nChanged 8
		SP:Iteration 37Q (55100.420000 sec): 3 clusters
  Score: Raw -1857268.532728 + Penalty 3166.712092 = -1854101.820636
  nChanged 7
		SP:Iteration 38Q (55100.660000 sec): 3 clusters
  Score: Raw -1857270.615124 + Penalty 3166.712092 = -1854103.903032
  nChanged 6
		SP:Iteration 39Q (55100.920000 sec): 3 clusters
  Score: Raw -1857272.488004 + Penalty 3166.712092 = -1854105.775912
  nChanged 4
		SP:Iteration 40F (55101.150000 sec): 3 clusters
  Score: Raw -1857273.855967 + Penalty 3166.712092 = -1854107.143875
  nChanged 1
		SP:Iteration 41Q (55101.400000 sec): 3 clusters
  Score: Raw -1857273.923041 + Penalty 3166.712092 = -1854107.210949
  nChanged 0
		SP:Iteration 42F (55101.640000 sec): 3 clusters
  Score: Raw -1857273.923041 + Penalty 3166.712092 = -1854107.210949
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55101.770000 sec): 2 clusters
  Score: Raw -499291.128317 + Penalty 1348.269837 = -497942.858481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55101.980000 sec): 3 clusters
  Score: Raw -497283.154702 + Penalty 2696.539673 = -494586.615029
  nChanged 1550
		SP:Iteration 1F (55102.160000 sec): 3 clusters
  Score: Raw -498124.346532 + Penalty 2696.539673 = -495427.806859
  nChanged 289
		SP:Iteration 2F (55102.360000 sec): 3 clusters
  Score: Raw -498305.486079 + Penalty 2696.539673 = -495608.946405
  nChanged 241
		SP:Iteration 3F (55102.560000 sec): 3 clusters
  Score: Raw -498451.170732 + Penalty 2696.539673 = -495754.631059
  nChanged 173
		SP:Iteration 4Q (55102.740000 sec): 3 clusters
  Score: Raw -498536.464031 + Penalty 2696.539673 = -495839.924357
  nChanged 154
		SP:Iteration 5Q (55102.920000 sec): 3 clusters
  Score: Raw -498621.981506 + Penalty 2696.539673 = -495925.441832
  nChanged 127
		SP:Iteration 6Q (55103.110000 sec): 3 clusters
  Score: Raw -498689.525888 + Penalty 2696.539673 = -495992.986214
  nChanged 121
		SP:Iteration 7Q (55103.280000 sec): 3 clusters
  Score: Raw -498756.136228 + Penalty 2696.539673 = -496059.596555
  nChanged 129
		SP:Iteration 8Q (55103.420000 sec): 3 clusters
  Score: Raw -498825.229676 + Penalty 2696.539673 = -496128.690002
  nChanged 100
		SP:Iteration 9Q (55103.620000 sec): 3 clusters
  Score: Raw -498878.249476 + Penalty 2696.539673 = -496181.709802
  nChanged 83
		SP:Iteration 10Q (55103.840000 sec): 3 clusters
  Score: Raw -498920.877996 + Penalty 2696.539673 = -496224.338323
  nChanged 79
		SP:Iteration 11Q (55104.020000 sec): 3 clusters
  Score: Raw -498963.873996 + Penalty 2696.539673 = -496267.334322
  nChanged 68
		SP:Iteration 12Q (55104.250000 sec): 3 clusters
  Score: Raw -498993.896436 + Penalty 2696.539673 = -496297.356762
  nChanged 58
		SP:Iteration 13Q (55104.440000 sec): 3 clusters
  Score: Raw -499020.676602 + Penalty 2696.539673 = -496324.136928
  nChanged 46
		SP:Iteration 14Q (55104.640000 sec): 3 clusters
  Score: Raw -499042.047830 + Penalty 2696.539673 = -496345.508157
  nChanged 47
		SP:Iteration 15Q (55104.810000 sec): 3 clusters
  Score: Raw -499061.466755 + Penalty 2696.539673 = -496364.927081
  nChanged 41
		SP:Iteration 16Q (55104.980000 sec): 3 clusters
  Score: Raw -499078.949269 + Penalty 2696.539673 = -496382.409596
  nChanged 45
		SP:Iteration 17Q (55105.170000 sec): 3 clusters
  Score: Raw -499100.205014 + Penalty 2696.539673 = -496403.665341
  nChanged 43
		SP:Iteration 18Q (55105.360000 sec): 3 clusters
  Score: Raw -499126.488211 + Penalty 2696.539673 = -496429.948537
  nChanged 51
		SP:Iteration 19Q (55105.550000 sec): 3 clusters
  Score: Raw -499156.741556 + Penalty 2696.539673 = -496460.201883
  nChanged 47
		SP:Iteration 20F (55105.740000 sec): 3 clusters
  Score: Raw -499181.282473 + Penalty 2696.539673 = -496484.742800
  nChanged 42
		SP:Iteration 21Q (55105.920000 sec): 3 clusters
  Score: Raw -499202.096831 + Penalty 2696.539673 = -496505.557157
  nChanged 39
		SP:Iteration 22Q (55106.110000 sec): 3 clusters
  Score: Raw -499227.693175 + Penalty 2696.539673 = -496531.153502
  nChanged 55
		SP:Iteration 23Q (55106.320000 sec): 3 clusters
  Score: Raw -499264.785830 + Penalty 2696.539673 = -496568.246157
  nChanged 52
		SP:Iteration 24Q (55106.520000 sec): 3 clusters
  Score: Raw -499299.309537 + Penalty 2696.539673 = -496602.769864
  nChanged 40
		SP:Iteration 25Q (55106.730000 sec): 3 clusters
  Score: Raw -499326.681998 + Penalty 2696.539673 = -496630.142324
  nChanged 38
		SP:Iteration 26Q (55106.910000 sec): 3 clusters
  Score: Raw -499355.593069 + Penalty 2696.539673 = -496659.053395
  nChanged 41
		SP:Iteration 27Q (55107.110000 sec): 3 clusters
  Score: Raw -499381.822352 + Penalty 2696.539673 = -496685.282679
  nChanged 32
		SP:Iteration 28Q (55107.330000 sec): 3 clusters
  Score: Raw -499402.959006 + Penalty 2696.539673 = -496706.419333
  nChanged 22
		SP:Iteration 29Q (55107.550000 sec): 3 clusters
  Score: Raw -499419.729669 + Penalty 2696.539673 = -496723.189995
  nChanged 21
		SP:Iteration 30Q (55107.750000 sec): 3 clusters
  Score: Raw -499432.154044 + Penalty 2696.539673 = -496735.614370
  nChanged 16
		SP:Iteration 31Q (55107.930000 sec): 3 clusters
  Score: Raw -499441.327440 + Penalty 2696.539673 = -496744.787766
  nChanged 7
		SP:Iteration 32Q (55108.100000 sec): 3 clusters
  Score: Raw -499445.794465 + Penalty 2696.539673 = -496749.254792
  nChanged 13
		SP:Iteration 33Q (55108.280000 sec): 3 clusters
  Score: Raw -499452.217189 + Penalty 2696.539673 = -496755.677516
  nChanged 8
		SP:Iteration 34Q (55108.460000 sec): 3 clusters
  Score: Raw -499457.404702 + Penalty 2696.539673 = -496760.865029
  nChanged 9
		SP:Iteration 35Q (55108.620000 sec): 3 clusters
  Score: Raw -499462.640047 + Penalty 2696.539673 = -496766.100373
  nChanged 4
		SP:Iteration 36Q (55108.820000 sec): 3 clusters
  Score: Raw -499466.195259 + Penalty 2696.539673 = -496769.655586
  nChanged 2
		SP:Iteration 37Q (55109.000000 sec): 3 clusters
  Score: Raw -499468.456626 + Penalty 2696.539673 = -496771.916953
  nChanged 3
		SP:Iteration 38Q (55109.210000 sec): 3 clusters
  Score: Raw -499469.349811 + Penalty 2696.539673 = -496772.810138
  nChanged 2
		SP:Iteration 39Q (55109.390000 sec): 3 clusters
  Score: Raw -499470.248344 + Penalty 2696.539673 = -496773.708671
  nChanged 1
		SP:Iteration 40F (55109.560000 sec): 3 clusters
  Score: Raw -499470.358794 + Penalty 2696.539673 = -496773.819120
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (85116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55110.000000 sec): 2 clusters
  Score: Raw -9402833.596031 + Penalty 1844.662676 = -9400988.933356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55110.570000 sec): 3 clusters
  Score: Raw -9348023.851001 + Penalty 3689.325351 = -9344334.525649
  nChanged 40470
		SP:Iteration 1F (55111.140000 sec): 3 clusters
  Score: Raw -9372103.065818 + Penalty 3689.325351 = -9368413.740466
  nChanged 4131
		SP:Iteration 2Q (55111.780000 sec): 3 clusters
  Score: Raw -9373876.549504 + Penalty 3689.325351 = -9370187.224153
  nChanged 4598
		SP:Iteration 3F (55112.390000 sec): 3 clusters
  Score: Raw -9376218.595622 + Penalty 3689.325351 = -9372529.270271
  nChanged 5022
		SP:Iteration 4F (55112.990000 sec): 3 clusters
  Score: Raw -9379230.439396 + Penalty 3689.325351 = -9375541.114045
  nChanged 5559
		SP:Iteration 5F (55113.570000 sec): 3 clusters
  Score: Raw -9383130.874302 + Penalty 3689.325351 = -9379441.548951
  nChanged 5836
		SP:Iteration 6F (55114.140000 sec): 3 clusters
  Score: Raw -9387568.987452 + Penalty 3689.325351 = -9383879.662101
  nChanged 5529
		SP:Iteration 7F (55114.700000 sec): 3 clusters
  Score: Raw -9391592.527768 + Penalty 3689.325351 = -9387903.202417
  nChanged 4480
		SP:Iteration 8F (55115.290000 sec): 3 clusters
  Score: Raw -9394035.340477 + Penalty 3689.325351 = -9390346.015126
  nChanged 3015
		SP:Iteration 9Q (55115.890000 sec): 3 clusters
  Score: Raw -9395184.152271 + Penalty 3689.325351 = -9391494.826920
  nChanged 1974
		SP:Iteration 10Q (55116.490000 sec): 3 clusters
  Score: Raw -9395811.639297 + Penalty 3689.325351 = -9392122.313946
  nChanged 1599
		SP:Iteration 11Q (55117.010000 sec): 3 clusters
  Score: Raw -9396336.789550 + Penalty 3689.325351 = -9392647.464199
  nChanged 1474
		SP:Iteration 12Q (55117.580000 sec): 3 clusters
  Score: Raw -9396870.452988 + Penalty 3689.325351 = -9393181.127637
  nChanged 1451
		SP:Iteration 13Q (55118.160000 sec): 3 clusters
  Score: Raw -9397428.118033 + Penalty 3689.325351 = -9393738.792682
  nChanged 1555
		SP:Iteration 14Q (55118.710000 sec): 3 clusters
  Score: Raw -9398072.595176 + Penalty 3689.325351 = -9394383.269824
  nChanged 1561
		SP:Iteration 15Q (55119.290000 sec): 3 clusters
  Score: Raw -9398719.839023 + Penalty 3689.325351 = -9395030.513672
  nChanged 1502
		SP:Iteration 16Q (55119.860000 sec): 3 clusters
  Score: Raw -9399336.139504 + Penalty 3689.325351 = -9395646.814153
  nChanged 1414
		SP:Iteration 17Q (55120.480000 sec): 3 clusters
  Score: Raw -9399943.444998 + Penalty 3689.325351 = -9396254.119647
  nChanged 1427
		SP:Iteration 18Q (55121.100000 sec): 3 clusters
  Score: Raw -9400566.481327 + Penalty 3689.325351 = -9396877.155976
  nChanged 1289
		SP:Iteration 19Q (55121.700000 sec): 3 clusters
  Score: Raw -9401108.600406 + Penalty 3689.325351 = -9397419.275055
  nChanged 1212
		SP:Iteration 20F (55122.340000 sec): 3 clusters
  Score: Raw -9401609.849365 + Penalty 3689.325351 = -9397920.524014
  nChanged 1072
		SP:Iteration 21Q (55122.840000 sec): 3 clusters
  Score: Raw -9402013.291299 + Penalty 3689.325351 = -9398323.965948
  nChanged 980
		SP:Iteration 22Q (55123.440000 sec): 3 clusters
  Score: Raw -9402371.380239 + Penalty 3689.325351 = -9398682.054888
  nChanged 884
		SP:Iteration 23Q (55124.030000 sec): 3 clusters
  Score: Raw -9402676.819530 + Penalty 3689.325351 = -9398987.494179
  nChanged 774
		SP:Iteration 24Q (55124.680000 sec): 3 clusters
  Score: Raw -9402934.049914 + Penalty 3689.325351 = -9399244.724562
  nChanged 719
		SP:Iteration 25Q (55125.260000 sec): 3 clusters
  Score: Raw -9403174.434276 + Penalty 3689.325351 = -9399485.108925
  nChanged 642
		SP:Iteration 26Q (55125.800000 sec): 3 clusters
  Score: Raw -9403396.911086 + Penalty 3689.325351 = -9399707.585735
  nChanged 637
		SP:Iteration 27Q (55126.310000 sec): 3 clusters
  Score: Raw -9403625.877625 + Penalty 3689.325351 = -9399936.552274
  nChanged 607
		SP:Iteration 28Q (55126.890000 sec): 3 clusters
  Score: Raw -9403821.641749 + Penalty 3689.325351 = -9400132.316398
  nChanged 533
		SP:Iteration 29Q (55127.410000 sec): 3 clusters
  Score: Raw -9403984.440615 + Penalty 3689.325351 = -9400295.115264
  nChanged 496
		SP:Iteration 30Q (55127.910000 sec): 3 clusters
  Score: Raw -9404130.382434 + Penalty 3689.325351 = -9400441.057083
  nChanged 432
		SP:Iteration 31Q (55128.440000 sec): 3 clusters
  Score: Raw -9404255.057930 + Penalty 3689.325351 = -9400565.732579
  nChanged 388
		SP:Iteration 32Q (55128.900000 sec): 3 clusters
  Score: Raw -9404364.197379 + Penalty 3689.325351 = -9400674.872028
  nChanged 332
		SP:Iteration 33Q (55129.450000 sec): 3 clusters
  Score: Raw -9404456.319004 + Penalty 3689.325351 = -9400766.993653
  nChanged 337
		SP:Iteration 34Q (55129.960000 sec): 3 clusters
  Score: Raw -9404548.634030 + Penalty 3689.325351 = -9400859.308679
  nChanged 296
		SP:Iteration 35Q (55130.520000 sec): 3 clusters
  Score: Raw -9404625.366807 + Penalty 3689.325351 = -9400936.041456
  nChanged 264
		SP:Iteration 36Q (55131.070000 sec): 3 clusters
  Score: Raw -9404689.252314 + Penalty 3689.325351 = -9400999.926963
  nChanged 224
		SP:Iteration 37Q (55131.620000 sec): 3 clusters
  Score: Raw -9404741.783577 + Penalty 3689.325351 = -9401052.458226
  nChanged 200
		SP:Iteration 38Q (55132.170000 sec): 3 clusters
  Score: Raw -9404787.877107 + Penalty 3689.325351 = -9401098.551756
  nChanged 196
		SP:Iteration 39Q (55132.680000 sec): 3 clusters
  Score: Raw -9404830.163839 + Penalty 3689.325351 = -9401140.838488
  nChanged 159
		SP:Iteration 40F (55133.280000 sec): 3 clusters
  Score: Raw -9404864.890599 + Penalty 3689.325351 = -9401175.565248
  nChanged 150
		SP:Iteration 41Q (55133.810000 sec): 3 clusters
  Score: Raw -9404897.520282 + Penalty 3689.325351 = -9401208.194931
  nChanged 135
		SP:Iteration 42Q (55134.300000 sec): 3 clusters
  Score: Raw -9404926.286349 + Penalty 3689.325351 = -9401236.960998
  nChanged 116
		SP:Iteration 43Q (55134.810000 sec): 3 clusters
  Score: Raw -9404947.729221 + Penalty 3689.325351 = -9401258.403870
  nChanged 97
		SP:Iteration 44Q (55135.380000 sec): 3 clusters
  Score: Raw -9404963.169676 + Penalty 3689.325351 = -9401273.844325
  nChanged 78
		SP:Iteration 45Q (55135.930000 sec): 3 clusters
  Score: Raw -9404973.882649 + Penalty 3689.325351 = -9401284.557298
  nChanged 72
		SP:Iteration 46Q (55136.410000 sec): 3 clusters
  Score: Raw -9404984.477185 + Penalty 3689.325351 = -9401295.151834
  nChanged 63
		SP:Iteration 47Q (55136.960000 sec): 3 clusters
  Score: Raw -9404994.455028 + Penalty 3689.325351 = -9401305.129677
  nChanged 56
		SP:Iteration 48Q (55137.490000 sec): 3 clusters
  Score: Raw -9405003.216008 + Penalty 3689.325351 = -9401313.890657
  nChanged 51
		SP:Iteration 49Q (55138.070000 sec): 3 clusters
  Score: Raw -9405010.514964 + Penalty 3689.325351 = -9401321.189613
  nChanged 43
		SP:Iteration 50Q (55138.630000 sec): 3 clusters
  Score: Raw -9405017.022372 + Penalty 3689.325351 = -9401327.697021
  nChanged 42
		SP:Iteration 51Q (55139.220000 sec): 3 clusters
  Score: Raw -9405023.616154 + Penalty 3689.325351 = -9401334.290803
  nChanged 40
		SP:Iteration 52Q (55139.760000 sec): 3 clusters
  Score: Raw -9405028.917916 + Penalty 3689.325351 = -9401339.592565
  nChanged 30
		SP:Iteration 53Q (55140.300000 sec): 3 clusters
  Score: Raw -9405032.166865 + Penalty 3689.325351 = -9401342.841514
  nChanged 24
		SP:Iteration 54Q (55140.900000 sec): 3 clusters
  Score: Raw -9405036.211094 + Penalty 3689.325351 = -9401346.885743
  nChanged 28
		SP:Iteration 55Q (55141.420000 sec): 3 clusters
  Score: Raw -9405039.802722 + Penalty 3689.325351 = -9401350.477371
  nChanged 26
		SP:Iteration 56Q (55141.960000 sec): 3 clusters
  Score: Raw -9405043.150327 + Penalty 3689.325351 = -9401353.824976
  nChanged 27
		SP:Iteration 57Q (55142.480000 sec): 3 clusters
  Score: Raw -9405045.612415 + Penalty 3689.325351 = -9401356.287064
  nChanged 19
		SP:Iteration 58Q (55143.010000 sec): 3 clusters
  Score: Raw -9405047.360482 + Penalty 3689.325351 = -9401358.035131
  nChanged 16
		SP:Iteration 59Q (55143.500000 sec): 3 clusters
  Score: Raw -9405048.519656 + Penalty 3689.325351 = -9401359.194305
  nChanged 8
		SP:Iteration 60F (55144.040000 sec): 3 clusters
  Score: Raw -9405049.099853 + Penalty 3689.325351 = -9401359.774502
  nChanged 8
		SP:Iteration 61Q (55144.530000 sec): 3 clusters
  Score: Raw -9405049.726280 + Penalty 3689.325351 = -9401360.400929
  nChanged 7
		SP:Iteration 62Q (55145.030000 sec): 3 clusters
  Score: Raw -9405050.277939 + Penalty 3689.325351 = -9401360.952588
  nChanged 4
		SP:Iteration 63Q (55145.560000 sec): 3 clusters
  Score: Raw -9405050.674874 + Penalty 3689.325351 = -9401361.349523
  nChanged 4
		SP:Iteration 64Q (55146.090000 sec): 3 clusters
  Score: Raw -9405051.005315 + Penalty 3689.325351 = -9401361.679964
  nChanged 8
		SP:Iteration 65Q (55146.620000 sec): 3 clusters
  Score: Raw -9405051.604649 + Penalty 3689.325351 = -9401362.279298
  nChanged 8
		SP:Iteration 66Q (55147.080000 sec): 3 clusters
  Score: Raw -9405052.428875 + Penalty 3689.325351 = -9401363.103524
  nChanged 9
		SP:Iteration 67Q (55147.610000 sec): 3 clusters
  Score: Raw -9405053.059039 + Penalty 3689.325351 = -9401363.733688
  nChanged 9
		SP:Iteration 68Q (55148.130000 sec): 3 clusters
  Score: Raw -9405053.978282 + Penalty 3689.325351 = -9401364.652931
  nChanged 8
		SP:Iteration 69Q (55148.640000 sec): 3 clusters
  Score: Raw -9405054.648660 + Penalty 3689.325351 = -9401365.323309
  nChanged 5
		SP:Iteration 70Q (55149.140000 sec): 3 clusters
  Score: Raw -9405055.009441 + Penalty 3689.325351 = -9401365.684090
  nChanged 3
		SP:Iteration 71Q (55149.700000 sec): 3 clusters
  Score: Raw -9405055.281924 + Penalty 3689.325351 = -9401365.956573
  nChanged 5
		SP:Iteration 72Q (55150.240000 sec): 3 clusters
  Score: Raw -9405055.773773 + Penalty 3689.325351 = -9401366.448422
  nChanged 5
		SP:Iteration 73Q (55150.750000 sec): 3 clusters
  Score: Raw -9405056.140692 + Penalty 3689.325351 = -9401366.815341
  nChanged 4
		SP:Iteration 74Q (55151.240000 sec): 3 clusters
  Score: Raw -9405056.453040 + Penalty 3689.325351 = -9401367.127689
  nChanged 2
		SP:Iteration 75Q (55151.750000 sec): 3 clusters
  Score: Raw -9405056.609477 + Penalty 3689.325351 = -9401367.284126
  nChanged 2
		SP:Iteration 76Q (55152.310000 sec): 3 clusters
  Score: Raw -9405056.775592 + Penalty 3689.325351 = -9401367.450241
  nChanged 2
		SP:Iteration 77Q (55152.800000 sec): 3 clusters
  Score: Raw -9405056.971851 + Penalty 3689.325351 = -9401367.646500
  nChanged 5
		SP:Iteration 78Q (55153.300000 sec): 3 clusters
  Score: Raw -9405057.443505 + Penalty 3689.325351 = -9401368.118154
  nChanged 7
		SP:Iteration 79Q (55153.780000 sec): 3 clusters
  Score: Raw -9405058.262087 + Penalty 3689.325351 = -9401368.936736
  nChanged 6
		SP:Iteration 80F (55154.380000 sec): 3 clusters
  Score: Raw -9405058.738030 + Penalty 3689.325351 = -9401369.412679
  nChanged 7
		SP:Iteration 81Q (55154.900000 sec): 3 clusters
  Score: Raw -9405059.087437 + Penalty 3689.325351 = -9401369.762086
  nChanged 1
		SP:Iteration 82Q (55155.480000 sec): 3 clusters
  Score: Raw -9405059.124296 + Penalty 3689.325351 = -9401369.798945
  nChanged 0
		SP:Iteration 83F (55156.050000 sec): 3 clusters
  Score: Raw -9405059.124296 + Penalty 3689.325351 = -9401369.798945
  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 11.42 GB.

 Trying to split cluster 21 (1068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55156.170000 sec): 2 clusters
  Score: Raw -102702.680943 + Penalty 1133.200741 = -101569.480202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55156.380000 sec): 3 clusters
  Score: Raw -102401.380753 + Penalty 2266.401481 = -100134.979271
  nChanged 331
		SP:Iteration 1F (55156.570000 sec): 3 clusters
  Score: Raw -102779.929978 + Penalty 2266.401481 = -100513.528496
  nChanged 116
		SP:Iteration 2F (55156.780000 sec): 3 clusters
  Score: Raw -103007.606389 + Penalty 2266.401481 = -100741.204907
  nChanged 88
		SP:Iteration 3F (55156.950000 sec): 3 clusters
  Score: Raw -103189.042415 + Penalty 2266.401481 = -100922.640934
  nChanged 57
		SP:Iteration 4F (55157.120000 sec): 3 clusters
  Score: Raw -103295.579275 + Penalty 2266.401481 = -101029.177793
  nChanged 41
		SP:Iteration 5Q (55157.300000 sec): 3 clusters
  Score: Raw -103383.095361 + Penalty 2266.401481 = -101116.693880
  nChanged 38
		SP:Iteration 6Q (55157.460000 sec): 3 clusters
  Score: Raw -103488.928289 + Penalty 2266.401481 = -101222.526808
  nChanged 41
		SP:Iteration 7Q (55157.610000 sec): 3 clusters
  Score: Raw -103583.737288 + Penalty 2266.401481 = -101317.335806
  nChanged 30
		SP:Iteration 8Q (55157.760000 sec): 3 clusters
  Score: Raw -103625.807827 + Penalty 2266.401481 = -101359.406345
  nChanged 23
		SP:Iteration 9Q (55157.950000 sec): 3 clusters
  Score: Raw -103655.415033 + Penalty 2266.401481 = -101389.013551
  nChanged 15
		SP:Iteration 10Q (55158.090000 sec): 3 clusters
  Score: Raw -103672.745128 + Penalty 2266.401481 = -101406.343647
  nChanged 10
		SP:Iteration 11Q (55158.240000 sec): 3 clusters
  Score: Raw -103681.852809 + Penalty 2266.401481 = -101415.451328
  nChanged 7
		SP:Iteration 12Q (55158.380000 sec): 3 clusters
  Score: Raw -103691.518255 + Penalty 2266.401481 = -101425.116774
  nChanged 3
		SP:Iteration 13Q (55158.520000 sec): 3 clusters
  Score: Raw -103693.933925 + Penalty 2266.401481 = -101427.532443
  nChanged 4
		SP:Iteration 14Q (55158.670000 sec): 3 clusters
  Score: Raw -103696.946334 + Penalty 2266.401481 = -101430.544853
  nChanged 5
		SP:Iteration 15Q (55158.810000 sec): 3 clusters
  Score: Raw -103700.325188 + Penalty 2266.401481 = -101433.923707
  nChanged 3
		SP:Iteration 16Q (55158.960000 sec): 3 clusters
  Score: Raw -103702.487772 + Penalty 2266.401481 = -101436.086291
  nChanged 1
		SP:Iteration 17Q (55159.100000 sec): 3 clusters
  Score: Raw -103703.912196 + Penalty 2266.401481 = -101437.510715
  nChanged 2
		SP:Iteration 18Q (55159.240000 sec): 3 clusters
  Score: Raw -103706.817467 + Penalty 2266.401481 = -101440.415986
  nChanged 1
		SP:Iteration 19Q (55159.400000 sec): 3 clusters
  Score: Raw -103707.566770 + Penalty 2266.401481 = -101441.165288
  nChanged 0
		SP:Iteration 20F (55159.540000 sec): 3 clusters
  Score: Raw -103707.674643 + Penalty 2266.401481 = -101441.273162
  nChanged 1
		SP:Iteration 21Q (55159.690000 sec): 3 clusters
  Score: Raw -103709.923217 + Penalty 2266.401481 = -101443.521735
  nChanged 0
		SP:Iteration 22F (55159.830000 sec): 3 clusters
  Score: Raw -103709.923217 + Penalty 2266.401481 = -101443.521735
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (22080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55160.070000 sec): 2 clusters
  Score: Raw -2290796.840448 + Penalty 1625.394469 = -2289171.445979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55160.390000 sec): 3 clusters
  Score: Raw -2277356.205800 + Penalty 3250.788938 = -2274105.416862
  nChanged 9984
		SP:Iteration 1F (55160.700000 sec): 3 clusters
  Score: Raw -2283123.041341 + Penalty 3250.788938 = -2279872.252404
  nChanged 1234
		SP:Iteration 2F (55160.990000 sec): 3 clusters
  Score: Raw -2283660.178736 + Penalty 3250.788938 = -2280409.389799
  nChanged 1235
		SP:Iteration 3F (55161.290000 sec): 3 clusters
  Score: Raw -2284255.380029 + Penalty 3250.788938 = -2281004.591091
  nChanged 1242
		SP:Iteration 4F (55161.550000 sec): 3 clusters
  Score: Raw -2284900.024002 + Penalty 3250.788938 = -2281649.235064
  nChanged 1237
		SP:Iteration 5F (55161.810000 sec): 3 clusters
  Score: Raw -2285523.544271 + Penalty 3250.788938 = -2282272.755333
  nChanged 1161
		SP:Iteration 6F (55162.140000 sec): 3 clusters
  Score: Raw -2286132.418602 + Penalty 3250.788938 = -2282881.629665
  nChanged 1062
		SP:Iteration 7Q (55162.420000 sec): 3 clusters
  Score: Raw -2286670.111098 + Penalty 3250.788938 = -2283419.322160
  nChanged 939
		SP:Iteration 8Q (55162.690000 sec): 3 clusters
  Score: Raw -2287133.681935 + Penalty 3250.788938 = -2283882.892997
  nChanged 891
		SP:Iteration 9Q (55163.020000 sec): 3 clusters
  Score: Raw -2287571.984987 + Penalty 3250.788938 = -2284321.196049
  nChanged 788
		SP:Iteration 10Q (55163.320000 sec): 3 clusters
  Score: Raw -2287918.633726 + Penalty 3250.788938 = -2284667.844788
  nChanged 647
		SP:Iteration 11Q (55163.610000 sec): 3 clusters
  Score: Raw -2288146.127422 + Penalty 3250.788938 = -2284895.338484
  nChanged 471
		SP:Iteration 12Q (55163.920000 sec): 3 clusters
  Score: Raw -2288264.681082 + Penalty 3250.788938 = -2285013.892145
  nChanged 338
		SP:Iteration 13Q (55164.200000 sec): 3 clusters
  Score: Raw -2288333.168798 + Penalty 3250.788938 = -2285082.379860
  nChanged 260
		SP:Iteration 14Q (55164.470000 sec): 3 clusters
  Score: Raw -2288378.090096 + Penalty 3250.788938 = -2285127.301158
  nChanged 196
		SP:Iteration 15Q (55164.770000 sec): 3 clusters
  Score: Raw -2288409.761992 + Penalty 3250.788938 = -2285158.973055
  nChanged 158
		SP:Iteration 16Q (55165.060000 sec): 3 clusters
  Score: Raw -2288433.878613 + Penalty 3250.788938 = -2285183.089675
  nChanged 143
		SP:Iteration 17Q (55165.360000 sec): 3 clusters
  Score: Raw -2288453.667017 + Penalty 3250.788938 = -2285202.878080
  nChanged 111
		SP:Iteration 18Q (55165.630000 sec): 3 clusters
  Score: Raw -2288466.581961 + Penalty 3250.788938 = -2285215.793023
  nChanged 112
		SP:Iteration 19Q (55165.930000 sec): 3 clusters
  Score: Raw -2288480.801512 + Penalty 3250.788938 = -2285230.012575
  nChanged 111
		SP:Iteration 20F (55166.270000 sec): 3 clusters
  Score: Raw -2288496.691420 + Penalty 3250.788938 = -2285245.902482
  nChanged 114
		SP:Iteration 21Q (55166.550000 sec): 3 clusters
  Score: Raw -2288513.428679 + Penalty 3250.788938 = -2285262.639742
  nChanged 122
		SP:Iteration 22Q (55166.820000 sec): 3 clusters
  Score: Raw -2288534.490590 + Penalty 3250.788938 = -2285283.701653
  nChanged 146
		SP:Iteration 23Q (55167.120000 sec): 3 clusters
  Score: Raw -2288557.503423 + Penalty 3250.788938 = -2285306.714485
  nChanged 118
		SP:Iteration 24Q (55167.400000 sec): 3 clusters
  Score: Raw -2288574.096144 + Penalty 3250.788938 = -2285323.307207
  nChanged 113
		SP:Iteration 25Q (55167.710000 sec): 3 clusters
  Score: Raw -2288589.296871 + Penalty 3250.788938 = -2285338.507933
  nChanged 120
		SP:Iteration 26Q (55167.980000 sec): 3 clusters
  Score: Raw -2288606.815320 + Penalty 3250.788938 = -2285356.026382
  nChanged 132
		SP:Iteration 27Q (55168.260000 sec): 3 clusters
  Score: Raw -2288627.135018 + Penalty 3250.788938 = -2285376.346081
  nChanged 132
		SP:Iteration 28Q (55168.530000 sec): 3 clusters
  Score: Raw -2288644.703763 + Penalty 3250.788938 = -2285393.914825
  nChanged 113
		SP:Iteration 29Q (55168.820000 sec): 3 clusters
  Score: Raw -2288657.307867 + Penalty 3250.788938 = -2285406.518930
  nChanged 89
		SP:Iteration 30Q (55169.100000 sec): 3 clusters
  Score: Raw -2288666.112972 + Penalty 3250.788938 = -2285415.324034
  nChanged 67
		SP:Iteration 31Q (55169.380000 sec): 3 clusters
  Score: Raw -2288673.034037 + Penalty 3250.788938 = -2285422.245099
  nChanged 69
		SP:Iteration 32Q (55169.670000 sec): 3 clusters
  Score: Raw -2288679.831768 + Penalty 3250.788938 = -2285429.042830
  nChanged 66
		SP:Iteration 33Q (55169.960000 sec): 3 clusters
  Score: Raw -2288686.313516 + Penalty 3250.788938 = -2285435.524578
  nChanged 68
		SP:Iteration 34Q (55170.240000 sec): 3 clusters
  Score: Raw -2288692.476802 + Penalty 3250.788938 = -2285441.687865
  nChanged 68
		SP:Iteration 35Q (55170.530000 sec): 3 clusters
  Score: Raw -2288698.868705 + Penalty 3250.788938 = -2285448.079768
  nChanged 59
		SP:Iteration 36Q (55170.860000 sec): 3 clusters
  Score: Raw -2288704.171871 + Penalty 3250.788938 = -2285453.382934
  nChanged 58
		SP:Iteration 37Q (55171.180000 sec): 3 clusters
  Score: Raw -2288709.487685 + Penalty 3250.788938 = -2285458.698747
  nChanged 62
		SP:Iteration 38Q (55171.470000 sec): 3 clusters
  Score: Raw -2288716.468904 + Penalty 3250.788938 = -2285465.679967
  nChanged 70
		SP:Iteration 39Q (55171.780000 sec): 3 clusters
  Score: Raw -2288724.298031 + Penalty 3250.788938 = -2285473.509093
  nChanged 83
		SP:Iteration 40F (55172.120000 sec): 3 clusters
  Score: Raw -2288732.387289 + Penalty 3250.788938 = -2285481.598351
  nChanged 81
		SP:Iteration 41Q (55172.330000 sec): 3 clusters
  Score: Raw -2288740.865259 + Penalty 3250.788938 = -2285490.076321
  nChanged 90
		SP:Iteration 42Q (55172.650000 sec): 3 clusters
  Score: Raw -2288751.446296 + Penalty 3250.788938 = -2285500.657358
  nChanged 104
		SP:Iteration 43Q (55172.940000 sec): 3 clusters
  Score: Raw -2288764.184489 + Penalty 3250.788938 = -2285513.395552
  nChanged 99
		SP:Iteration 44Q (55173.230000 sec): 3 clusters
  Score: Raw -2288779.506078 + Penalty 3250.788938 = -2285528.717140
  nChanged 110
		SP:Iteration 45Q (55173.510000 sec): 3 clusters
  Score: Raw -2288796.371163 + Penalty 3250.788938 = -2285545.582226
  nChanged 119
		SP:Iteration 46Q (55173.820000 sec): 3 clusters
  Score: Raw -2288813.123891 + Penalty 3250.788938 = -2285562.334953
  nChanged 109
		SP:Iteration 47Q (55174.130000 sec): 3 clusters
  Score: Raw -2288828.229769 + Penalty 3250.788938 = -2285577.440831
  nChanged 115
		SP:Iteration 48Q (55174.400000 sec): 3 clusters
  Score: Raw -2288846.602148 + Penalty 3250.788938 = -2285595.813210
  nChanged 124
		SP:Iteration 49Q (55174.740000 sec): 3 clusters
  Score: Raw -2288868.738592 + Penalty 3250.788938 = -2285617.949654
  nChanged 148
		SP:Iteration 50Q (55175.050000 sec): 3 clusters
  Score: Raw -2288893.045270 + Penalty 3250.788938 = -2285642.256332
  nChanged 139
		SP:Iteration 51Q (55175.340000 sec): 3 clusters
  Score: Raw -2288919.638865 + Penalty 3250.788938 = -2285668.849927
  nChanged 168
		SP:Iteration 52Q (55175.650000 sec): 3 clusters
  Score: Raw -2288955.338109 + Penalty 3250.788938 = -2285704.549172
  nChanged 184
		SP:Iteration 53Q (55175.890000 sec): 3 clusters
  Score: Raw -2288995.693035 + Penalty 3250.788938 = -2285744.904097
  nChanged 197
		SP:Iteration 54Q (55176.190000 sec): 3 clusters
  Score: Raw -2289042.305726 + Penalty 3250.788938 = -2285791.516789
  nChanged 228
		SP:Iteration 55Q (55176.510000 sec): 3 clusters
  Score: Raw -2289102.033253 + Penalty 3250.788938 = -2285851.244316
  nChanged 244
		SP:Iteration 56Q (55176.800000 sec): 3 clusters
  Score: Raw -2289172.905824 + Penalty 3250.788938 = -2285922.116887
  nChanged 270
		SP:Iteration 57Q (55177.100000 sec): 3 clusters
  Score: Raw -2289246.091830 + Penalty 3250.788938 = -2285995.302892
  nChanged 252
		SP:Iteration 58Q (55177.360000 sec): 3 clusters
  Score: Raw -2289318.622639 + Penalty 3250.788938 = -2286067.833701
  nChanged 267
		SP:Iteration 59Q (55177.650000 sec): 3 clusters
  Score: Raw -2289402.095082 + Penalty 3250.788938 = -2286151.306145
  nChanged 290
		SP:Iteration 60F (55177.940000 sec): 3 clusters
  Score: Raw -2289501.426428 + Penalty 3250.788938 = -2286250.637490
  nChanged 316
		SP:Iteration 61Q (55178.260000 sec): 3 clusters
  Score: Raw -2289617.175169 + Penalty 3250.788938 = -2286366.386231
  nChanged 292
		SP:Iteration 62Q (55178.550000 sec): 3 clusters
  Score: Raw -2289729.542357 + Penalty 3250.788938 = -2286478.753419
  nChanged 329
		SP:Iteration 63Q (55178.810000 sec): 3 clusters
  Score: Raw -2289864.709840 + Penalty 3250.788938 = -2286613.920902
  nChanged 314
		SP:Iteration 64Q (55179.150000 sec): 3 clusters
  Score: Raw -2289997.254211 + Penalty 3250.788938 = -2286746.465273
  nChanged 282
		SP:Iteration 65Q (55179.440000 sec): 3 clusters
  Score: Raw -2290123.107899 + Penalty 3250.788938 = -2286872.318961
  nChanged 279
		SP:Iteration 66Q (55179.730000 sec): 3 clusters
  Score: Raw -2290256.637742 + Penalty 3250.788938 = -2287005.848804
  nChanged 260
		SP:Iteration 67Q (55180.060000 sec): 3 clusters
  Score: Raw -2290394.202057 + Penalty 3250.788938 = -2287143.413120
  nChanged 251
		SP:Iteration 68Q (55180.330000 sec): 3 clusters
  Score: Raw -2290525.167101 + Penalty 3250.788938 = -2287274.378164
  nChanged 229
		SP:Iteration 69Q (55180.630000 sec): 3 clusters
  Score: Raw -2290648.195171 + Penalty 3250.788938 = -2287397.406233
  nChanged 199
		SP:Iteration 70Q (55180.910000 sec): 3 clusters
  Score: Raw -2290751.955129 + Penalty 3250.788938 = -2287501.166191
  nChanged 161
		SP:Iteration 71Q (55181.190000 sec): 3 clusters
  Score: Raw -2290834.567587 + Penalty 3250.788938 = -2287583.778650
  nChanged 118
		SP:Iteration 72Q (55181.490000 sec): 3 clusters
  Score: Raw -2290900.340993 + Penalty 3250.788938 = -2287649.552056
  nChanged 92
		SP:Iteration 73Q (55181.790000 sec): 3 clusters
  Score: Raw -2290947.609150 + Penalty 3250.788938 = -2287696.820212
  nChanged 78
		SP:Iteration 74Q (55182.070000 sec): 3 clusters
  Score: Raw -2290987.741587 + Penalty 3250.788938 = -2287736.952649
  nChanged 60
		SP:Iteration 75Q (55182.370000 sec): 3 clusters
  Score: Raw -2291017.048310 + Penalty 3250.788938 = -2287766.259372
  nChanged 54
		SP:Iteration 76Q (55182.660000 sec): 3 clusters
  Score: Raw -2291042.276927 + Penalty 3250.788938 = -2287791.487990
  nChanged 40
		SP:Iteration 77Q (55182.900000 sec): 3 clusters
  Score: Raw -2291058.340813 + Penalty 3250.788938 = -2287807.551875
  nChanged 25
		SP:Iteration 78Q (55183.210000 sec): 3 clusters
  Score: Raw -2291067.820918 + Penalty 3250.788938 = -2287817.031980
  nChanged 28
		SP:Iteration 79Q (55183.450000 sec): 3 clusters
  Score: Raw -2291079.947026 + Penalty 3250.788938 = -2287829.158088
  nChanged 21
		SP:Iteration 80F (55183.730000 sec): 3 clusters
  Score: Raw -2291089.349101 + Penalty 3250.788938 = -2287838.560163
  nChanged 19
		SP:Iteration 81Q (55184.010000 sec): 3 clusters
  Score: Raw -2291099.105200 + Penalty 3250.788938 = -2287848.316263
  nChanged 17
		SP:Iteration 82Q (55184.290000 sec): 3 clusters
  Score: Raw -2291107.494560 + Penalty 3250.788938 = -2287856.705622
  nChanged 13
		SP:Iteration 83Q (55184.510000 sec): 3 clusters
  Score: Raw -2291113.074563 + Penalty 3250.788938 = -2287862.285625
  nChanged 14
		SP:Iteration 84Q (55184.800000 sec): 3 clusters
  Score: Raw -2291119.318496 + Penalty 3250.788938 = -2287868.529558
  nChanged 13
		SP:Iteration 85Q (55185.080000 sec): 3 clusters
  Score: Raw -2291126.183042 + Penalty 3250.788938 = -2287875.394104
  nChanged 13
		SP:Iteration 86Q (55185.390000 sec): 3 clusters
  Score: Raw -2291133.226041 + Penalty 3250.788938 = -2287882.437104
  nChanged 15
		SP:Iteration 87Q (55185.660000 sec): 3 clusters
  Score: Raw -2291144.048789 + Penalty 3250.788938 = -2287893.259852
  nChanged 14
		SP:Iteration 88Q (55185.970000 sec): 3 clusters
  Score: Raw -2291150.566925 + Penalty 3250.788938 = -2287899.777987
  nChanged 8
		SP:Iteration 89Q (55186.250000 sec): 3 clusters
  Score: Raw -2291154.425279 + Penalty 3250.788938 = -2287903.636341
  nChanged 6
		SP:Iteration 90Q (55186.470000 sec): 3 clusters
  Score: Raw -2291157.418537 + Penalty 3250.788938 = -2287906.629599
  nChanged 6
		SP:Iteration 91Q (55186.760000 sec): 3 clusters
  Score: Raw -2291159.585186 + Penalty 3250.788938 = -2287908.796248
  nChanged 6
		SP:Iteration 92Q (55187.040000 sec): 3 clusters
  Score: Raw -2291161.769430 + Penalty 3250.788938 = -2287910.980492
  nChanged 3
		SP:Iteration 93Q (55187.290000 sec): 3 clusters
  Score: Raw -2291162.153533 + Penalty 3250.788938 = -2287911.364595
  nChanged 1
		SP:Iteration 94Q (55187.590000 sec): 3 clusters
  Score: Raw -2291162.347798 + Penalty 3250.788938 = -2287911.558860
  nChanged 0
		SP:Iteration 95F (55187.850000 sec): 3 clusters
  Score: Raw -2291162.347798 + Penalty 3250.788938 = -2287911.558860
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55187.980000 sec): 2 clusters
  Score: Raw -40156.553128 + Penalty 980.376511 = -39176.176617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55188.140000 sec): 3 clusters
  Score: Raw -40251.043327 + Penalty 1960.753022 = -38290.290305
  nChanged 112
		SP:Iteration 1F (55188.300000 sec): 3 clusters
  Score: Raw -40618.163205 + Penalty 1960.753022 = -38657.410183
  nChanged 34
		SP:Iteration 2F (55188.480000 sec): 3 clusters
  Score: Raw -40762.882133 + Penalty 1960.753022 = -38802.129111
  nChanged 27
		SP:Iteration 3F (55188.660000 sec): 3 clusters
  Score: Raw -40887.736809 + Penalty 1960.753022 = -38926.983787
  nChanged 13
		SP:Iteration 4Q (55188.860000 sec): 3 clusters
  Score: Raw -40948.349291 + Penalty 1960.753022 = -38987.596269
  nChanged 9
		SP:Iteration 5Q (55189.000000 sec): 3 clusters
  Score: Raw -40975.844618 + Penalty 1960.753022 = -39015.091596
  nChanged 6
		SP:Iteration 6Q (55189.170000 sec): 3 clusters
  Score: Raw -41006.786990 + Penalty 1960.753022 = -39046.033968
  nChanged 3
		SP:Iteration 7Q (55189.330000 sec): 3 clusters
  Score: Raw -41017.220805 + Penalty 1960.753022 = -39056.467783
  nChanged 4
		SP:Iteration 8Q (55189.510000 sec): 3 clusters
  Score: Raw -41037.393406 + Penalty 1960.753022 = -39076.640384
  nChanged 5
		SP:Iteration 9Q (55189.660000 sec): 3 clusters
  Score: Raw -41052.895356 + Penalty 1960.753022 = -39092.142334
  nChanged 2
		SP:Iteration 10Q (55189.840000 sec): 3 clusters
  Score: Raw -41056.268198 + Penalty 1960.753022 = -39095.515175
  nChanged 0
		SP:Iteration 11F (55190.020000 sec): 3 clusters
  Score: Raw -41056.268198 + Penalty 1960.753022 = -39095.515175
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (51603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55190.310000 sec): 2 clusters
  Score: Raw -5800456.008298 + Penalty 1763.341952 = -5798692.666346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55190.720000 sec): 3 clusters
  Score: Raw -5767681.738616 + Penalty 3526.683904 = -5764155.054712
  nChanged 24307
		SP:Iteration 1F (55191.060000 sec): 3 clusters
  Score: Raw -5781576.502136 + Penalty 3526.683904 = -5778049.818232
  nChanged 2306
		SP:Iteration 2Q (55191.490000 sec): 3 clusters
  Score: Raw -5782427.809945 + Penalty 3526.683904 = -5778901.126041
  nChanged 2508
		SP:Iteration 3Q (55191.890000 sec): 3 clusters
  Score: Raw -5783551.162338 + Penalty 3526.683904 = -5780024.478434
  nChanged 2796
		SP:Iteration 4F (55192.280000 sec): 3 clusters
  Score: Raw -5784975.860465 + Penalty 3526.683904 = -5781449.176561
  nChanged 3040
		SP:Iteration 5F (55192.660000 sec): 3 clusters
  Score: Raw -5786751.982761 + Penalty 3526.683904 = -5783225.298857
  nChanged 3201
		SP:Iteration 6F (55193.070000 sec): 3 clusters
  Score: Raw -5788844.089485 + Penalty 3526.683904 = -5785317.405581
  nChanged 3116
		SP:Iteration 7F (55193.460000 sec): 3 clusters
  Score: Raw -5791019.777975 + Penalty 3526.683904 = -5787493.094071
  nChanged 2754
		SP:Iteration 8F (55193.910000 sec): 3 clusters
  Score: Raw -5792901.866476 + Penalty 3526.683904 = -5789375.182572
  nChanged 2191
		SP:Iteration 9Q (55194.350000 sec): 3 clusters
  Score: Raw -5794251.283002 + Penalty 3526.683904 = -5790724.599098
  nChanged 1692
		SP:Iteration 10Q (55194.750000 sec): 3 clusters
  Score: Raw -5795105.865329 + Penalty 3526.683904 = -5791579.181425
  nChanged 1226
		SP:Iteration 11Q (55195.160000 sec): 3 clusters
  Score: Raw -5795666.466163 + Penalty 3526.683904 = -5792139.782259
  nChanged 1076
		SP:Iteration 12Q (55195.530000 sec): 3 clusters
  Score: Raw -5796151.517404 + Penalty 3526.683904 = -5792624.833500
  nChanged 1040
		SP:Iteration 13Q (55195.910000 sec): 3 clusters
  Score: Raw -5796611.487039 + Penalty 3526.683904 = -5793084.803135
  nChanged 979
		SP:Iteration 14Q (55196.320000 sec): 3 clusters
  Score: Raw -5797038.584633 + Penalty 3526.683904 = -5793511.900729
  nChanged 950
		SP:Iteration 15Q (55196.720000 sec): 3 clusters
  Score: Raw -5797447.199793 + Penalty 3526.683904 = -5793920.515889
  nChanged 888
		SP:Iteration 16Q (55197.150000 sec): 3 clusters
  Score: Raw -5797829.375019 + Penalty 3526.683904 = -5794302.691115
  nChanged 851
		SP:Iteration 17Q (55197.540000 sec): 3 clusters
  Score: Raw -5798186.770024 + Penalty 3526.683904 = -5794660.086120
  nChanged 731
		SP:Iteration 18Q (55197.930000 sec): 3 clusters
  Score: Raw -5798492.141044 + Penalty 3526.683904 = -5794965.457140
  nChanged 695
		SP:Iteration 19Q (55198.360000 sec): 3 clusters
  Score: Raw -5798775.137663 + Penalty 3526.683904 = -5795248.453759
  nChanged 647
		SP:Iteration 20F (55198.810000 sec): 3 clusters
  Score: Raw -5799041.836104 + Penalty 3526.683904 = -5795515.152200
  nChanged 581
		SP:Iteration 21Q (55199.170000 sec): 3 clusters
  Score: Raw -5799271.658009 + Penalty 3526.683904 = -5795744.974105
  nChanged 565
		SP:Iteration 22Q (55199.560000 sec): 3 clusters
  Score: Raw -5799515.422120 + Penalty 3526.683904 = -5795988.738216
  nChanged 517
		SP:Iteration 23Q (55199.950000 sec): 3 clusters
  Score: Raw -5799742.153904 + Penalty 3526.683904 = -5796215.470000
  nChanged 478
		SP:Iteration 24Q (55200.360000 sec): 3 clusters
  Score: Raw -5799964.480544 + Penalty 3526.683904 = -5796437.796640
  nChanged 429
		SP:Iteration 25Q (55200.730000 sec): 3 clusters
  Score: Raw -5800159.115267 + Penalty 3526.683904 = -5796632.431363
  nChanged 354
		SP:Iteration 26Q (55201.100000 sec): 3 clusters
  Score: Raw -5800314.506728 + Penalty 3526.683904 = -5796787.822824
  nChanged 263
		SP:Iteration 27Q (55201.500000 sec): 3 clusters
  Score: Raw -5800419.594071 + Penalty 3526.683904 = -5796892.910167
  nChanged 230
		SP:Iteration 28Q (55201.820000 sec): 3 clusters
  Score: Raw -5800507.078094 + Penalty 3526.683904 = -5796980.394190
  nChanged 200
		SP:Iteration 29Q (55202.230000 sec): 3 clusters
  Score: Raw -5800586.529534 + Penalty 3526.683904 = -5797059.845630
  nChanged 203
		SP:Iteration 30Q (55202.540000 sec): 3 clusters
  Score: Raw -5800667.220078 + Penalty 3526.683904 = -5797140.536174
  nChanged 157
		SP:Iteration 31Q (55202.950000 sec): 3 clusters
  Score: Raw -5800729.642781 + Penalty 3526.683904 = -5797202.958877
  nChanged 145
		SP:Iteration 32Q (55203.330000 sec): 3 clusters
  Score: Raw -5800785.978135 + Penalty 3526.683904 = -5797259.294231
  nChanged 113
		SP:Iteration 33Q (55203.720000 sec): 3 clusters
  Score: Raw -5800826.813102 + Penalty 3526.683904 = -5797300.129198
  nChanged 89
		SP:Iteration 34Q (55204.150000 sec): 3 clusters
  Score: Raw -5800855.487159 + Penalty 3526.683904 = -5797328.803255
  nChanged 60
		SP:Iteration 35Q (55204.540000 sec): 3 clusters
  Score: Raw -5800872.936218 + Penalty 3526.683904 = -5797346.252314
  nChanged 54
		SP:Iteration 36Q (55204.930000 sec): 3 clusters
  Score: Raw -5800889.411139 + Penalty 3526.683904 = -5797362.727235
  nChanged 52
		SP:Iteration 37Q (55205.340000 sec): 3 clusters
  Score: Raw -5800905.899461 + Penalty 3526.683904 = -5797379.215556
  nChanged 48
		SP:Iteration 38Q (55205.810000 sec): 3 clusters
  Score: Raw -5800919.117471 + Penalty 3526.683904 = -5797392.433567
  nChanged 43
		SP:Iteration 39Q (55206.150000 sec): 3 clusters
  Score: Raw -5800930.852248 + Penalty 3526.683904 = -5797404.168344
  nChanged 36
		SP:Iteration 40F (55206.560000 sec): 3 clusters
  Score: Raw -5800939.330791 + Penalty 3526.683904 = -5797412.646887
  nChanged 28
		SP:Iteration 41Q (55207.040000 sec): 3 clusters
  Score: Raw -5800946.603962 + Penalty 3526.683904 = -5797419.920058
  nChanged 30
		SP:Iteration 42Q (55207.440000 sec): 3 clusters
  Score: Raw -5800954.934760 + Penalty 3526.683904 = -5797428.250856
  nChanged 31
		SP:Iteration 43Q (55207.790000 sec): 3 clusters
  Score: Raw -5800963.970628 + Penalty 3526.683904 = -5797437.286724
  nChanged 35
		SP:Iteration 44Q (55208.250000 sec): 3 clusters
  Score: Raw -5800973.352413 + Penalty 3526.683904 = -5797446.668509
  nChanged 28
		SP:Iteration 45Q (55208.590000 sec): 3 clusters
  Score: Raw -5800981.243934 + Penalty 3526.683904 = -5797454.560030
  nChanged 26
		SP:Iteration 46Q (55208.890000 sec): 3 clusters
  Score: Raw -5800988.779446 + Penalty 3526.683904 = -5797462.095541
  nChanged 23
		SP:Iteration 47Q (55209.220000 sec): 3 clusters
  Score: Raw -5800996.705690 + Penalty 3526.683904 = -5797470.021786
  nChanged 30
		SP:Iteration 48Q (55209.590000 sec): 3 clusters
  Score: Raw -5801007.466799 + Penalty 3526.683904 = -5797480.782895
  nChanged 28
		SP:Iteration 49Q (55209.940000 sec): 3 clusters
  Score: Raw -5801016.484258 + Penalty 3526.683904 = -5797489.800354
  nChanged 22
		SP:Iteration 50Q (55210.300000 sec): 3 clusters
  Score: Raw -5801021.865047 + Penalty 3526.683904 = -5797495.181143
  nChanged 17
		SP:Iteration 51Q (55210.690000 sec): 3 clusters
  Score: Raw -5801026.091295 + Penalty 3526.683904 = -5797499.407391
  nChanged 16
		SP:Iteration 52Q (55211.110000 sec): 3 clusters
  Score: Raw -5801029.786527 + Penalty 3526.683904 = -5797503.102622
  nChanged 13
		SP:Iteration 53Q (55211.550000 sec): 3 clusters
  Score: Raw -5801033.150513 + Penalty 3526.683904 = -5797506.466609
  nChanged 12
		SP:Iteration 54Q (55211.940000 sec): 3 clusters
  Score: Raw -5801036.337265 + Penalty 3526.683904 = -5797509.653361
  nChanged 10
		SP:Iteration 55Q (55212.330000 sec): 3 clusters
  Score: Raw -5801039.426902 + Penalty 3526.683904 = -5797512.742998
  nChanged 16
		SP:Iteration 56Q (55212.710000 sec): 3 clusters
  Score: Raw -5801042.727688 + Penalty 3526.683904 = -5797516.043784
  nChanged 11
		SP:Iteration 57Q (55213.160000 sec): 3 clusters
  Score: Raw -5801045.480662 + Penalty 3526.683904 = -5797518.796758
  nChanged 4
		SP:Iteration 58Q (55213.590000 sec): 3 clusters
  Score: Raw -5801046.781079 + Penalty 3526.683904 = -5797520.097175
  nChanged 5
		SP:Iteration 59Q (55214.040000 sec): 3 clusters
  Score: Raw -5801047.826442 + Penalty 3526.683904 = -5797521.142538
  nChanged 5
		SP:Iteration 60F (55214.530000 sec): 3 clusters
  Score: Raw -5801048.806853 + Penalty 3526.683904 = -5797522.122949
  nChanged 6
		SP:Iteration 61Q (55214.930000 sec): 3 clusters
  Score: Raw -5801050.287555 + Penalty 3526.683904 = -5797523.603651
  nChanged 6
		SP:Iteration 62Q (55215.350000 sec): 3 clusters
  Score: Raw -5801052.045974 + Penalty 3526.683904 = -5797525.362070
  nChanged 5
		SP:Iteration 63Q (55215.750000 sec): 3 clusters
  Score: Raw -5801053.848606 + Penalty 3526.683904 = -5797527.164702
  nChanged 5
		SP:Iteration 64Q (55216.160000 sec): 3 clusters
  Score: Raw -5801056.306175 + Penalty 3526.683904 = -5797529.622271
  nChanged 4
		SP:Iteration 65Q (55216.600000 sec): 3 clusters
  Score: Raw -5801057.824154 + Penalty 3526.683904 = -5797531.140250
  nChanged 5
		SP:Iteration 66Q (55217.020000 sec): 3 clusters
  Score: Raw -5801059.561757 + Penalty 3526.683904 = -5797532.877853
  nChanged 8
		SP:Iteration 67Q (55217.440000 sec): 3 clusters
  Score: Raw -5801061.826643 + Penalty 3526.683904 = -5797535.142739
  nChanged 5
		SP:Iteration 68Q (55217.830000 sec): 3 clusters
  Score: Raw -5801062.723364 + Penalty 3526.683904 = -5797536.039460
  nChanged 1
		SP:Iteration 69Q (55218.270000 sec): 3 clusters
  Score: Raw -5801063.167668 + Penalty 3526.683904 = -5797536.483764
  nChanged 2
		SP:Iteration 70Q (55218.760000 sec): 3 clusters
  Score: Raw -5801063.668446 + Penalty 3526.683904 = -5797536.984542
  nChanged 4
		SP:Iteration 71Q (55219.140000 sec): 3 clusters
  Score: Raw -5801064.537504 + Penalty 3526.683904 = -5797537.853600
  nChanged 4
		SP:Iteration 72Q (55219.550000 sec): 3 clusters
  Score: Raw -5801066.105320 + Penalty 3526.683904 = -5797539.421416
  nChanged 6
		SP:Iteration 73Q (55219.910000 sec): 3 clusters
  Score: Raw -5801068.274910 + Penalty 3526.683904 = -5797541.591006
  nChanged 4
		SP:Iteration 74Q (55220.310000 sec): 3 clusters
  Score: Raw -5801069.616254 + Penalty 3526.683904 = -5797542.932350
  nChanged 7
		SP:Iteration 75Q (55220.740000 sec): 3 clusters
  Score: Raw -5801071.786691 + Penalty 3526.683904 = -5797545.102787
  nChanged 9
		SP:Iteration 76Q (55221.140000 sec): 3 clusters
  Score: Raw -5801074.567979 + Penalty 3526.683904 = -5797547.884075
  nChanged 11
		SP:Iteration 77Q (55221.580000 sec): 3 clusters
  Score: Raw -5801077.607720 + Penalty 3526.683904 = -5797550.923816
  nChanged 6
		SP:Iteration 78Q (55221.980000 sec): 3 clusters
  Score: Raw -5801079.051025 + Penalty 3526.683904 = -5797552.367121
  nChanged 7
		SP:Iteration 79Q (55222.410000 sec): 3 clusters
  Score: Raw -5801081.035739 + Penalty 3526.683904 = -5797554.351835
  nChanged 9
		SP:Iteration 80F (55222.820000 sec): 3 clusters
  Score: Raw -5801083.423596 + Penalty 3526.683904 = -5797556.739692
  nChanged 5
		SP:Iteration 81Q (55223.230000 sec): 3 clusters
  Score: Raw -5801084.628269 + Penalty 3526.683904 = -5797557.944365
  nChanged 3
		SP:Iteration 82Q (55223.710000 sec): 3 clusters
  Score: Raw -5801085.364770 + Penalty 3526.683904 = -5797558.680866
  nChanged 1
		SP:Iteration 83Q (55224.190000 sec): 3 clusters
  Score: Raw -5801085.696081 + Penalty 3526.683904 = -5797559.012177
  nChanged 1
		SP:Iteration 84Q (55224.590000 sec): 3 clusters
  Score: Raw -5801085.791768 + Penalty 3526.683904 = -5797559.107864
  nChanged 0
		SP:Iteration 85F (55225.070000 sec): 3 clusters
  Score: Raw -5801085.791768 + Penalty 3526.683904 = -5797559.107864
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (94862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55225.570000 sec): 2 clusters
  Score: Raw -11162445.858484 + Penalty 1862.279003 = -11160583.579481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55226.230000 sec): 3 clusters
  Score: Raw -11101009.104885 + Penalty 3724.558007 = -11097284.546878
  nChanged 45272
		SP:Iteration 1F (55226.890000 sec): 3 clusters
  Score: Raw -11128115.840485 + Penalty 3724.558007 = -11124391.282478
  nChanged 3919
		SP:Iteration 2Q (55227.650000 sec): 3 clusters
  Score: Raw -11129523.520765 + Penalty 3724.558007 = -11125798.962758
  nChanged 4431
		SP:Iteration 3Q (55228.400000 sec): 3 clusters
  Score: Raw -11131308.479287 + Penalty 3724.558007 = -11127583.921280
  nChanged 4752
		SP:Iteration 4F (55229.090000 sec): 3 clusters
  Score: Raw -11133360.446578 + Penalty 3724.558007 = -11129635.888571
  nChanged 4893
		SP:Iteration 5F (55229.740000 sec): 3 clusters
  Score: Raw -11135417.241816 + Penalty 3724.558007 = -11131692.683809
  nChanged 4725
		SP:Iteration 6Q (55230.430000 sec): 3 clusters
  Score: Raw -11137347.258587 + Penalty 3724.558007 = -11133622.700580
  nChanged 4446
		SP:Iteration 7Q (55231.090000 sec): 3 clusters
  Score: Raw -11139077.298483 + Penalty 3724.558007 = -11135352.740476
  nChanged 3947
		SP:Iteration 8Q (55231.740000 sec): 3 clusters
  Score: Raw -11140588.096614 + Penalty 3724.558007 = -11136863.538607
  nChanged 3472
		SP:Iteration 9Q (55232.410000 sec): 3 clusters
  Score: Raw -11141850.048470 + Penalty 3724.558007 = -11138125.490463
  nChanged 3030
		SP:Iteration 10Q (55233.150000 sec): 3 clusters
  Score: Raw -11142968.791671 + Penalty 3724.558007 = -11139244.233664
  nChanged 2759
		SP:Iteration 11Q (55233.880000 sec): 3 clusters
  Score: Raw -11143984.158652 + Penalty 3724.558007 = -11140259.600645
  nChanged 2699
		SP:Iteration 12Q (55234.530000 sec): 3 clusters
  Score: Raw -11145016.971597 + Penalty 3724.558007 = -11141292.413590
  nChanged 2801
		SP:Iteration 13Q (55235.210000 sec): 3 clusters
  Score: Raw -11146150.889672 + Penalty 3724.558007 = -11142426.331665
  nChanged 3143
		SP:Iteration 14Q (55235.950000 sec): 3 clusters
  Score: Raw -11147527.932768 + Penalty 3724.558007 = -11143803.374761
  nChanged 3526
		SP:Iteration 15Q (55236.630000 sec): 3 clusters
  Score: Raw -11149144.501160 + Penalty 3724.558007 = -11145419.943154
  nChanged 3760
		SP:Iteration 16Q (55237.340000 sec): 3 clusters
  Score: Raw -11150914.586536 + Penalty 3724.558007 = -11147190.028529
  nChanged 3864
		SP:Iteration 17Q (55238.040000 sec): 3 clusters
  Score: Raw -11152764.563035 + Penalty 3724.558007 = -11149040.005028
  nChanged 3795
		SP:Iteration 18Q (55238.740000 sec): 3 clusters
  Score: Raw -11154547.127862 + Penalty 3724.558007 = -11150822.569855
  nChanged 3574
		SP:Iteration 19Q (55239.410000 sec): 3 clusters
  Score: Raw -11156181.280083 + Penalty 3724.558007 = -11152456.722076
  nChanged 3312
		SP:Iteration 20F (55240.110000 sec): 3 clusters
  Score: Raw -11157693.897537 + Penalty 3724.558007 = -11153969.339530
  nChanged 2855
		SP:Iteration 21Q (55240.720000 sec): 3 clusters
  Score: Raw -11158927.776796 + Penalty 3724.558007 = -11155203.218789
  nChanged 2417
		SP:Iteration 22Q (55241.420000 sec): 3 clusters
  Score: Raw -11159940.925132 + Penalty 3724.558007 = -11156216.367125
  nChanged 1972
		SP:Iteration 23Q (55242.100000 sec): 3 clusters
  Score: Raw -11160741.599246 + Penalty 3724.558007 = -11157017.041239
  nChanged 1633
		SP:Iteration 24Q (55242.810000 sec): 3 clusters
  Score: Raw -11161368.951722 + Penalty 3724.558007 = -11157644.393715
  nChanged 1217
		SP:Iteration 25Q (55243.440000 sec): 3 clusters
  Score: Raw -11161798.485112 + Penalty 3724.558007 = -11158073.927105
  nChanged 909
		SP:Iteration 26Q (55244.030000 sec): 3 clusters
  Score: Raw -11162100.824811 + Penalty 3724.558007 = -11158376.266804
  nChanged 693
		SP:Iteration 27Q (55244.630000 sec): 3 clusters
  Score: Raw -11162320.968941 + Penalty 3724.558007 = -11158596.410934
  nChanged 526
		SP:Iteration 28Q (55245.250000 sec): 3 clusters
  Score: Raw -11162487.017110 + Penalty 3724.558007 = -11158762.459103
  nChanged 435
		SP:Iteration 29Q (55245.890000 sec): 3 clusters
  Score: Raw -11162607.868532 + Penalty 3724.558007 = -11158883.310525
  nChanged 315
		SP:Iteration 30Q (55246.490000 sec): 3 clusters
  Score: Raw -11162689.811065 + Penalty 3724.558007 = -11158965.253058
  nChanged 269
		SP:Iteration 31Q (55247.100000 sec): 3 clusters
  Score: Raw -11162755.163486 + Penalty 3724.558007 = -11159030.605479
  nChanged 215
		SP:Iteration 32Q (55247.650000 sec): 3 clusters
  Score: Raw -11162807.578471 + Penalty 3724.558007 = -11159083.020464
  nChanged 166
		SP:Iteration 33Q (55248.230000 sec): 3 clusters
  Score: Raw -11162849.668844 + Penalty 3724.558007 = -11159125.110837
  nChanged 151
		SP:Iteration 34Q (55248.870000 sec): 3 clusters
  Score: Raw -11162883.846526 + Penalty 3724.558007 = -11159159.288519
  nChanged 122
		SP:Iteration 35Q (55249.480000 sec): 3 clusters
  Score: Raw -11162909.422871 + Penalty 3724.558007 = -11159184.864864
  nChanged 95
		SP:Iteration 36Q (55250.050000 sec): 3 clusters
  Score: Raw -11162929.490470 + Penalty 3724.558007 = -11159204.932463
  nChanged 83
		SP:Iteration 37Q (55250.640000 sec): 3 clusters
  Score: Raw -11162947.714834 + Penalty 3724.558007 = -11159223.156827
  nChanged 72
		SP:Iteration 38Q (55251.220000 sec): 3 clusters
  Score: Raw -11162960.928695 + Penalty 3724.558007 = -11159236.370688
  nChanged 57
		SP:Iteration 39Q (55251.850000 sec): 3 clusters
  Score: Raw -11162970.933577 + Penalty 3724.558007 = -11159246.375570
  nChanged 44
		SP:Iteration 40F (55252.490000 sec): 3 clusters
  Score: Raw -11162979.495366 + Penalty 3724.558007 = -11159254.937359
  nChanged 40
		SP:Iteration 41Q (55253.070000 sec): 3 clusters
  Score: Raw -11162986.248495 + Penalty 3724.558007 = -11159261.690488
  nChanged 31
		SP:Iteration 42Q (55253.630000 sec): 3 clusters
  Score: Raw -11162991.502366 + Penalty 3724.558007 = -11159266.944359
  nChanged 35
		SP:Iteration 43Q (55254.240000 sec): 3 clusters
  Score: Raw -11162997.187558 + Penalty 3724.558007 = -11159272.629551
  nChanged 27
		SP:Iteration 44Q (55254.910000 sec): 3 clusters
  Score: Raw -11163001.640454 + Penalty 3724.558007 = -11159277.082447
  nChanged 26
		SP:Iteration 45Q (55255.660000 sec): 3 clusters
  Score: Raw -11163006.222838 + Penalty 3724.558007 = -11159281.664831
  nChanged 18
		SP:Iteration 46Q (55256.250000 sec): 3 clusters
  Score: Raw -11163009.380907 + Penalty 3724.558007 = -11159284.822900
  nChanged 22
		SP:Iteration 47Q (55256.860000 sec): 3 clusters
  Score: Raw -11163012.997245 + Penalty 3724.558007 = -11159288.439238
  nChanged 19
		SP:Iteration 48Q (55257.460000 sec): 3 clusters
  Score: Raw -11163015.960637 + Penalty 3724.558007 = -11159291.402630
  nChanged 14
		SP:Iteration 49Q (55258.060000 sec): 3 clusters
  Score: Raw -11163017.847904 + Penalty 3724.558007 = -11159293.289897
  nChanged 15
		SP:Iteration 50Q (55258.710000 sec): 3 clusters
  Score: Raw -11163020.537676 + Penalty 3724.558007 = -11159295.979669
  nChanged 20
		SP:Iteration 51Q (55259.370000 sec): 3 clusters
  Score: Raw -11163023.723164 + Penalty 3724.558007 = -11159299.165157
  nChanged 17
		SP:Iteration 52Q (55259.970000 sec): 3 clusters
  Score: Raw -11163026.445339 + Penalty 3724.558007 = -11159301.887332
  nChanged 20
		SP:Iteration 53Q (55260.550000 sec): 3 clusters
  Score: Raw -11163029.716797 + Penalty 3724.558007 = -11159305.158790
  nChanged 17
		SP:Iteration 54Q (55261.180000 sec): 3 clusters
  Score: Raw -11163032.812828 + Penalty 3724.558007 = -11159308.254821
  nChanged 21
		SP:Iteration 55Q (55261.730000 sec): 3 clusters
  Score: Raw -11163036.599825 + Penalty 3724.558007 = -11159312.041818
  nChanged 20
		SP:Iteration 56Q (55262.300000 sec): 3 clusters
  Score: Raw -11163040.014548 + Penalty 3724.558007 = -11159315.456541
  nChanged 15
		SP:Iteration 57Q (55262.900000 sec): 3 clusters
  Score: Raw -11163042.691618 + Penalty 3724.558007 = -11159318.133611
  nChanged 22
		SP:Iteration 58Q (55263.500000 sec): 3 clusters
  Score: Raw -11163046.891709 + Penalty 3724.558007 = -11159322.333702
  nChanged 26
		SP:Iteration 59Q (55264.120000 sec): 3 clusters
  Score: Raw -11163050.978335 + Penalty 3724.558007 = -11159326.420329
  nChanged 19
		SP:Iteration 60F (55264.790000 sec): 3 clusters
  Score: Raw -11163053.916546 + Penalty 3724.558007 = -11159329.358539
  nChanged 11
		SP:Iteration 61Q (55265.380000 sec): 3 clusters
  Score: Raw -11163056.013473 + Penalty 3724.558007 = -11159331.455466
  nChanged 10
		SP:Iteration 62Q (55265.920000 sec): 3 clusters
  Score: Raw -11163057.487455 + Penalty 3724.558007 = -11159332.929448
  nChanged 9
		SP:Iteration 63Q (55266.500000 sec): 3 clusters
  Score: Raw -11163058.714202 + Penalty 3724.558007 = -11159334.156195
  nChanged 12
		SP:Iteration 64Q (55267.130000 sec): 3 clusters
  Score: Raw -11163060.622638 + Penalty 3724.558007 = -11159336.064631
  nChanged 9
		SP:Iteration 65Q (55267.740000 sec): 3 clusters
  Score: Raw -11163061.795782 + Penalty 3724.558007 = -11159337.237775
  nChanged 8
		SP:Iteration 66Q (55268.320000 sec): 3 clusters
  Score: Raw -11163062.881268 + Penalty 3724.558007 = -11159338.323261
  nChanged 7
		SP:Iteration 67Q (55268.990000 sec): 3 clusters
  Score: Raw -11163063.860104 + Penalty 3724.558007 = -11159339.302097
  nChanged 8
		SP:Iteration 68Q (55269.610000 sec): 3 clusters
  Score: Raw -11163064.969740 + Penalty 3724.558007 = -11159340.411733
  nChanged 12
		SP:Iteration 69Q (55270.180000 sec): 3 clusters
  Score: Raw -11163066.599558 + Penalty 3724.558007 = -11159342.041551
  nChanged 5
		SP:Iteration 70Q (55270.810000 sec): 3 clusters
  Score: Raw -11163067.084863 + Penalty 3724.558007 = -11159342.526856
  nChanged 3
		SP:Iteration 71Q (55271.350000 sec): 3 clusters
  Score: Raw -11163067.364609 + Penalty 3724.558007 = -11159342.806602
  nChanged 1
		SP:Iteration 72Q (55271.900000 sec): 3 clusters
  Score: Raw -11163067.494629 + Penalty 3724.558007 = -11159342.936622
  nChanged 1
		SP:Iteration 73Q (55272.510000 sec): 3 clusters
  Score: Raw -11163067.581349 + Penalty 3724.558007 = -11159343.023342
  nChanged 0
		SP:Iteration 74F (55273.090000 sec): 3 clusters
  Score: Raw -11163067.581349 + Penalty 3724.558007 = -11159343.023342
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55273.260000 sec): 2 clusters
  Score: Raw -125216.417007 + Penalty 1179.834922 = -124036.582085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55273.420000 sec): 3 clusters
  Score: Raw -124730.048182 + Penalty 2359.669844 = -122370.378338
  nChanged 486
		SP:Iteration 1F (55273.610000 sec): 3 clusters
  Score: Raw -125181.447423 + Penalty 2359.669844 = -122821.777579
  nChanged 142
		SP:Iteration 2F (55273.790000 sec): 3 clusters
  Score: Raw -125349.016290 + Penalty 2359.669844 = -122989.346446
  nChanged 88
		SP:Iteration 3F (55273.950000 sec): 3 clusters
  Score: Raw -125424.538172 + Penalty 2359.669844 = -123064.868328
  nChanged 51
		SP:Iteration 4Q (55274.150000 sec): 3 clusters
  Score: Raw -125474.218499 + Penalty 2359.669844 = -123114.548655
  nChanged 34
		SP:Iteration 5Q (55274.320000 sec): 3 clusters
  Score: Raw -125520.491191 + Penalty 2359.669844 = -123160.821347
  nChanged 32
		SP:Iteration 6Q (55274.490000 sec): 3 clusters
  Score: Raw -125558.717217 + Penalty 2359.669844 = -123199.047373
  nChanged 34
		SP:Iteration 7Q (55274.630000 sec): 3 clusters
  Score: Raw -125592.444839 + Penalty 2359.669844 = -123232.774994
  nChanged 26
		SP:Iteration 8Q (55274.840000 sec): 3 clusters
  Score: Raw -125618.297230 + Penalty 2359.669844 = -123258.627386
  nChanged 15
		SP:Iteration 9Q (55275.000000 sec): 3 clusters
  Score: Raw -125630.961418 + Penalty 2359.669844 = -123271.291574
  nChanged 10
		SP:Iteration 10Q (55275.210000 sec): 3 clusters
  Score: Raw -125639.823700 + Penalty 2359.669844 = -123280.153856
  nChanged 10
		SP:Iteration 11Q (55275.370000 sec): 3 clusters
  Score: Raw -125647.466924 + Penalty 2359.669844 = -123287.797079
  nChanged 6
		SP:Iteration 12Q (55275.520000 sec): 3 clusters
  Score: Raw -125653.507453 + Penalty 2359.669844 = -123293.837609
  nChanged 6
		SP:Iteration 13Q (55275.680000 sec): 3 clusters
  Score: Raw -125663.468357 + Penalty 2359.669844 = -123303.798513
  nChanged 7
		SP:Iteration 14Q (55275.850000 sec): 3 clusters
  Score: Raw -125668.585075 + Penalty 2359.669844 = -123308.915230
  nChanged 4
		SP:Iteration 15Q (55276.070000 sec): 3 clusters
  Score: Raw -125672.001079 + Penalty 2359.669844 = -123312.331235
  nChanged 2
		SP:Iteration 16Q (55276.230000 sec): 3 clusters
  Score: Raw -125673.526145 + Penalty 2359.669844 = -123313.856300
  nChanged 2
		SP:Iteration 17Q (55276.380000 sec): 3 clusters
  Score: Raw -125674.277666 + Penalty 2359.669844 = -123314.607822
  nChanged 1
		SP:Iteration 18Q (55276.590000 sec): 3 clusters
  Score: Raw -125674.861006 + Penalty 2359.669844 = -123315.191162
  nChanged 1
		SP:Iteration 19Q (55276.780000 sec): 3 clusters
  Score: Raw -125675.664355 + Penalty 2359.669844 = -123315.994510
  nChanged 2
		SP:Iteration 20F (55276.960000 sec): 3 clusters
  Score: Raw -125676.178027 + Penalty 2359.669844 = -123316.508182
  nChanged 3
		SP:Iteration 21Q (55277.180000 sec): 3 clusters
  Score: Raw -125677.630021 + Penalty 2359.669844 = -123317.960177
  nChanged 2
		SP:Iteration 22Q (55277.370000 sec): 3 clusters
  Score: Raw -125679.458582 + Penalty 2359.669844 = -123319.788738
  nChanged 0
		SP:Iteration 23F (55277.610000 sec): 3 clusters
  Score: Raw -125679.458582 + Penalty 2359.669844 = -123319.788738
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55277.750000 sec): 2 clusters
  Score: Raw -952113.350492 + Penalty 1473.601329 = -950639.749163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55278.040000 sec): 3 clusters
  Score: Raw -947242.599067 + Penalty 2947.202658 = -944295.396408
  nChanged 3753
		SP:Iteration 1F (55278.230000 sec): 3 clusters
  Score: Raw -949576.818204 + Penalty 2947.202658 = -946629.615545
  nChanged 667
		SP:Iteration 2F (55278.440000 sec): 3 clusters
  Score: Raw -949957.910470 + Penalty 2947.202658 = -947010.707812
  nChanged 556
		SP:Iteration 3F (55278.720000 sec): 3 clusters
  Score: Raw -950264.107369 + Penalty 2947.202658 = -947316.904710
  nChanged 467
		SP:Iteration 4F (55279.010000 sec): 3 clusters
  Score: Raw -950500.589434 + Penalty 2947.202658 = -947553.386776
  nChanged 382
		SP:Iteration 5Q (55279.260000 sec): 3 clusters
  Score: Raw -950670.679759 + Penalty 2947.202658 = -947723.477100
  nChanged 294
		SP:Iteration 6Q (55279.510000 sec): 3 clusters
  Score: Raw -950798.023489 + Penalty 2947.202658 = -947850.820831
  nChanged 264
		SP:Iteration 7Q (55279.690000 sec): 3 clusters
  Score: Raw -950910.399436 + Penalty 2947.202658 = -947963.196778
  nChanged 222
		SP:Iteration 8Q (55279.950000 sec): 3 clusters
  Score: Raw -951002.580868 + Penalty 2947.202658 = -948055.378210
  nChanged 208
		SP:Iteration 9Q (55280.140000 sec): 3 clusters
  Score: Raw -951089.768746 + Penalty 2947.202658 = -948142.566088
  nChanged 186
		SP:Iteration 10Q (55280.340000 sec): 3 clusters
  Score: Raw -951164.550994 + Penalty 2947.202658 = -948217.348336
  nChanged 165
		SP:Iteration 11Q (55280.560000 sec): 3 clusters
  Score: Raw -951239.371211 + Penalty 2947.202658 = -948292.168552
  nChanged 171
		SP:Iteration 12Q (55280.880000 sec): 3 clusters
  Score: Raw -951314.088408 + Penalty 2947.202658 = -948366.885750
  nChanged 158
		SP:Iteration 13Q (55281.090000 sec): 3 clusters
  Score: Raw -951385.292192 + Penalty 2947.202658 = -948438.089533
  nChanged 153
		SP:Iteration 14Q (55281.360000 sec): 3 clusters
  Score: Raw -951461.579080 + Penalty 2947.202658 = -948514.376422
  nChanged 167
		SP:Iteration 15Q (55281.570000 sec): 3 clusters
  Score: Raw -951542.600714 + Penalty 2947.202658 = -948595.398055
  nChanged 157
		SP:Iteration 16Q (55281.840000 sec): 3 clusters
  Score: Raw -951623.319498 + Penalty 2947.202658 = -948676.116840
  nChanged 142
		SP:Iteration 17Q (55282.080000 sec): 3 clusters
  Score: Raw -951679.981686 + Penalty 2947.202658 = -948732.779028
  nChanged 121
		SP:Iteration 18Q (55282.300000 sec): 3 clusters
  Score: Raw -951727.041586 + Penalty 2947.202658 = -948779.838928
  nChanged 104
		SP:Iteration 19Q (55282.550000 sec): 3 clusters
  Score: Raw -951767.948253 + Penalty 2947.202658 = -948820.745594
  nChanged 104
		SP:Iteration 20F (55282.810000 sec): 3 clusters
  Score: Raw -951826.078241 + Penalty 2947.202658 = -948878.875583
  nChanged 110
		SP:Iteration 21Q (55283.070000 sec): 3 clusters
  Score: Raw -951879.921256 + Penalty 2947.202658 = -948932.718598
  nChanged 109
		SP:Iteration 22Q (55283.350000 sec): 3 clusters
  Score: Raw -951934.476509 + Penalty 2947.202658 = -948987.273851
  nChanged 97
		SP:Iteration 23Q (55283.610000 sec): 3 clusters
  Score: Raw -951974.291696 + Penalty 2947.202658 = -949027.089038
  nChanged 98
		SP:Iteration 24Q (55283.890000 sec): 3 clusters
  Score: Raw -952017.267380 + Penalty 2947.202658 = -949070.064722
  nChanged 89
		SP:Iteration 25Q (55284.130000 sec): 3 clusters
  Score: Raw -952046.394871 + Penalty 2947.202658 = -949099.192213
  nChanged 77
		SP:Iteration 26Q (55284.370000 sec): 3 clusters
  Score: Raw -952075.045770 + Penalty 2947.202658 = -949127.843112
  nChanged 84
		SP:Iteration 27Q (55284.620000 sec): 3 clusters
  Score: Raw -952106.853108 + Penalty 2947.202658 = -949159.650450
  nChanged 77
		SP:Iteration 28Q (55284.850000 sec): 3 clusters
  Score: Raw -952136.409359 + Penalty 2947.202658 = -949189.206701
  nChanged 80
		SP:Iteration 29Q (55285.080000 sec): 3 clusters
  Score: Raw -952164.535303 + Penalty 2947.202658 = -949217.332645
  nChanged 62
		SP:Iteration 30Q (55285.300000 sec): 3 clusters
  Score: Raw -952186.934485 + Penalty 2947.202658 = -949239.731826
  nChanged 65
		SP:Iteration 31Q (55285.530000 sec): 3 clusters
  Score: Raw -952214.388639 + Penalty 2947.202658 = -949267.185980
  nChanged 55
		SP:Iteration 32Q (55285.750000 sec): 3 clusters
  Score: Raw -952233.768047 + Penalty 2947.202658 = -949286.565389
  nChanged 47
		SP:Iteration 33Q (55285.990000 sec): 3 clusters
  Score: Raw -952248.063405 + Penalty 2947.202658 = -949300.860747
  nChanged 36
		SP:Iteration 34Q (55286.250000 sec): 3 clusters
  Score: Raw -952258.522405 + Penalty 2947.202658 = -949311.319746
  nChanged 24
		SP:Iteration 35Q (55286.450000 sec): 3 clusters
  Score: Raw -952266.394058 + Penalty 2947.202658 = -949319.191399
  nChanged 18
		SP:Iteration 36Q (55286.710000 sec): 3 clusters
  Score: Raw -952272.446914 + Penalty 2947.202658 = -949325.244256
  nChanged 23
		SP:Iteration 37Q (55286.910000 sec): 3 clusters
  Score: Raw -952276.459591 + Penalty 2947.202658 = -949329.256932
  nChanged 14
		SP:Iteration 38Q (55287.160000 sec): 3 clusters
  Score: Raw -952278.449410 + Penalty 2947.202658 = -949331.246752
  nChanged 9
		SP:Iteration 39Q (55287.390000 sec): 3 clusters
  Score: Raw -952280.061275 + Penalty 2947.202658 = -949332.858616
  nChanged 10
		SP:Iteration 40F (55287.630000 sec): 3 clusters
  Score: Raw -952282.430127 + Penalty 2947.202658 = -949335.227469
  nChanged 7
		SP:Iteration 41Q (55287.840000 sec): 3 clusters
  Score: Raw -952283.603276 + Penalty 2947.202658 = -949336.400618
  nChanged 5
		SP:Iteration 42Q (55288.040000 sec): 3 clusters
  Score: Raw -952284.455283 + Penalty 2947.202658 = -949337.252625
  nChanged 5
		SP:Iteration 43Q (55288.260000 sec): 3 clusters
  Score: Raw -952285.136425 + Penalty 2947.202658 = -949337.933767
  nChanged 5
		SP:Iteration 44Q (55288.460000 sec): 3 clusters
  Score: Raw -952285.836012 + Penalty 2947.202658 = -949338.633353
  nChanged 6
		SP:Iteration 45Q (55288.700000 sec): 3 clusters
  Score: Raw -952286.875119 + Penalty 2947.202658 = -949339.672460
  nChanged 7
		SP:Iteration 46Q (55288.920000 sec): 3 clusters
  Score: Raw -952288.805094 + Penalty 2947.202658 = -949341.602435
  nChanged 7
		SP:Iteration 47Q (55289.150000 sec): 3 clusters
  Score: Raw -952289.860286 + Penalty 2947.202658 = -949342.657628
  nChanged 4
		SP:Iteration 48Q (55289.360000 sec): 3 clusters
  Score: Raw -952290.779097 + Penalty 2947.202658 = -949343.576439
  nChanged 2
		SP:Iteration 49Q (55289.630000 sec): 3 clusters
  Score: Raw -952291.261629 + Penalty 2947.202658 = -949344.058971
  nChanged 3
		SP:Iteration 50Q (55289.820000 sec): 3 clusters
  Score: Raw -952292.363344 + Penalty 2947.202658 = -949345.160685
  nChanged 4
		SP:Iteration 51Q (55290.110000 sec): 3 clusters
  Score: Raw -952293.318036 + Penalty 2947.202658 = -949346.115377
  nChanged 6
		SP:Iteration 52Q (55290.370000 sec): 3 clusters
  Score: Raw -952295.346513 + Penalty 2947.202658 = -949348.143854
  nChanged 6
		SP:Iteration 53Q (55290.600000 sec): 3 clusters
  Score: Raw -952296.514403 + Penalty 2947.202658 = -949349.311745
  nChanged 8
		SP:Iteration 54Q (55290.880000 sec): 3 clusters
  Score: Raw -952297.635251 + Penalty 2947.202658 = -949350.432592
  nChanged 6
		SP:Iteration 55Q (55291.120000 sec): 3 clusters
  Score: Raw -952299.298149 + Penalty 2947.202658 = -949352.095490
  nChanged 4
		SP:Iteration 56Q (55291.310000 sec): 3 clusters
  Score: Raw -952300.327525 + Penalty 2947.202658 = -949353.124867
  nChanged 3
		SP:Iteration 57Q (55291.550000 sec): 3 clusters
  Score: Raw -952301.542326 + Penalty 2947.202658 = -949354.339668
  nChanged 2
		SP:Iteration 58Q (55291.800000 sec): 3 clusters
  Score: Raw -952302.174113 + Penalty 2947.202658 = -949354.971455
  nChanged 3
		SP:Iteration 59Q (55292.040000 sec): 3 clusters
  Score: Raw -952302.563171 + Penalty 2947.202658 = -949355.360513
  nChanged 1
		SP:Iteration 60F (55292.260000 sec): 3 clusters
  Score: Raw -952302.730539 + Penalty 2947.202658 = -949355.527881
  nChanged 3
		SP:Iteration 61Q (55292.480000 sec): 3 clusters
  Score: Raw -952303.644040 + Penalty 2947.202658 = -949356.441382
  nChanged 5
		SP:Iteration 62Q (55292.740000 sec): 3 clusters
  Score: Raw -952304.892484 + Penalty 2947.202658 = -949357.689825
  nChanged 9
		SP:Iteration 63Q (55292.990000 sec): 3 clusters
  Score: Raw -952306.835143 + Penalty 2947.202658 = -949359.632485
  nChanged 5
		SP:Iteration 64Q (55293.240000 sec): 3 clusters
  Score: Raw -952308.399076 + Penalty 2947.202658 = -949361.196418
  nChanged 6
		SP:Iteration 65Q (55293.510000 sec): 3 clusters
  Score: Raw -952311.227124 + Penalty 2947.202658 = -949364.024465
  nChanged 10
		SP:Iteration 66Q (55293.770000 sec): 3 clusters
  Score: Raw -952314.124562 + Penalty 2947.202658 = -949366.921904
  nChanged 9
		SP:Iteration 67Q (55294.050000 sec): 3 clusters
  Score: Raw -952317.105349 + Penalty 2947.202658 = -949369.902690
  nChanged 14
		SP:Iteration 68Q (55294.300000 sec): 3 clusters
  Score: Raw -952321.921145 + Penalty 2947.202658 = -949374.718487
  nChanged 19
		SP:Iteration 69Q (55294.490000 sec): 3 clusters
  Score: Raw -952328.490541 + Penalty 2947.202658 = -949381.287883
  nChanged 16
		SP:Iteration 70Q (55294.700000 sec): 3 clusters
  Score: Raw -952334.691800 + Penalty 2947.202658 = -949387.489142
  nChanged 19
		SP:Iteration 71Q (55294.960000 sec): 3 clusters
  Score: Raw -952342.321720 + Penalty 2947.202658 = -949395.119062
  nChanged 18
		SP:Iteration 72Q (55295.150000 sec): 3 clusters
  Score: Raw -952347.372849 + Penalty 2947.202658 = -949400.170191
  nChanged 18
		SP:Iteration 73Q (55295.410000 sec): 3 clusters
  Score: Raw -952352.357493 + Penalty 2947.202658 = -949405.154834
  nChanged 14
		SP:Iteration 74Q (55295.650000 sec): 3 clusters
  Score: Raw -952355.974091 + Penalty 2947.202658 = -949408.771433
  nChanged 11
		SP:Iteration 75Q (55295.860000 sec): 3 clusters
  Score: Raw -952357.864315 + Penalty 2947.202658 = -949410.661656
  nChanged 11
		SP:Iteration 76Q (55296.100000 sec): 3 clusters
  Score: Raw -952360.758823 + Penalty 2947.202658 = -949413.556164
  nChanged 7
		SP:Iteration 77Q (55296.380000 sec): 3 clusters
  Score: Raw -952363.326694 + Penalty 2947.202658 = -949416.124036
  nChanged 7
		SP:Iteration 78Q (55296.610000 sec): 3 clusters
  Score: Raw -952364.871930 + Penalty 2947.202658 = -949417.669271
  nChanged 4
		SP:Iteration 79Q (55296.840000 sec): 3 clusters
  Score: Raw -952365.383630 + Penalty 2947.202658 = -949418.180972
  nChanged 5
		SP:Iteration 80F (55297.060000 sec): 3 clusters
  Score: Raw -952366.050456 + Penalty 2947.202658 = -949418.847797
  nChanged 4
		SP:Iteration 81Q (55297.260000 sec): 3 clusters
  Score: Raw -952366.569869 + Penalty 2947.202658 = -949419.367211
  nChanged 2
		SP:Iteration 82Q (55297.520000 sec): 3 clusters
  Score: Raw -952366.874727 + Penalty 2947.202658 = -949419.672068
  nChanged 1
		SP:Iteration 83Q (55297.810000 sec): 3 clusters
  Score: Raw -952367.139602 + Penalty 2947.202658 = -949419.936943
  nChanged 1
		SP:Iteration 84Q (55298.000000 sec): 3 clusters
  Score: Raw -952367.206896 + Penalty 2947.202658 = -949420.004238
  nChanged 1
		SP:Iteration 85Q (55298.200000 sec): 3 clusters
  Score: Raw -952367.606105 + Penalty 2947.202658 = -949420.403447
  nChanged 1
		SP:Iteration 86Q (55298.500000 sec): 3 clusters
  Score: Raw -952367.730844 + Penalty 2947.202658 = -949420.528186
  nChanged 2
		SP:Iteration 87Q (55298.740000 sec): 3 clusters
  Score: Raw -952367.853712 + Penalty 2947.202658 = -949420.651054
  nChanged 0
		SP:Iteration 88F (55299.030000 sec): 3 clusters
  Score: Raw -952367.853712 + Penalty 2947.202658 = -949420.651054
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (6912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55299.170000 sec): 2 clusters
  Score: Raw -751264.306372 + Penalty 1436.664825 = -749827.641546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55299.390000 sec): 3 clusters
  Score: Raw -747587.725474 + Penalty 2873.329651 = -744714.395824
  nChanged 2844
		SP:Iteration 1F (55299.620000 sec): 3 clusters
  Score: Raw -749126.785536 + Penalty 2873.329651 = -746253.455885
  nChanged 421
		SP:Iteration 2F (55299.800000 sec): 3 clusters
  Score: Raw -749309.680050 + Penalty 2873.329651 = -746436.350399
  nChanged 337
		SP:Iteration 3Q (55300.050000 sec): 3 clusters
  Score: Raw -749460.760685 + Penalty 2873.329651 = -746587.431035
  nChanged 294
		SP:Iteration 4Q (55300.270000 sec): 3 clusters
  Score: Raw -749601.632210 + Penalty 2873.329651 = -746728.302559
  nChanged 276
		SP:Iteration 5Q (55300.520000 sec): 3 clusters
  Score: Raw -749737.479400 + Penalty 2873.329651 = -746864.149749
  nChanged 260
		SP:Iteration 6Q (55300.760000 sec): 3 clusters
  Score: Raw -749867.604634 + Penalty 2873.329651 = -746994.274983
  nChanged 243
		SP:Iteration 7Q (55300.990000 sec): 3 clusters
  Score: Raw -749995.112927 + Penalty 2873.329651 = -747121.783276
  nChanged 228
		SP:Iteration 8Q (55301.220000 sec): 3 clusters
  Score: Raw -750128.993577 + Penalty 2873.329651 = -747255.663926
  nChanged 241
		SP:Iteration 9Q (55301.450000 sec): 3 clusters
  Score: Raw -750271.125793 + Penalty 2873.329651 = -747397.796142
  nChanged 242
		SP:Iteration 10Q (55301.650000 sec): 3 clusters
  Score: Raw -750415.818546 + Penalty 2873.329651 = -747542.488895
  nChanged 250
		SP:Iteration 11Q (55301.910000 sec): 3 clusters
  Score: Raw -750595.218151 + Penalty 2873.329651 = -747721.888500
  nChanged 222
		SP:Iteration 12Q (55302.090000 sec): 3 clusters
  Score: Raw -750755.725714 + Penalty 2873.329651 = -747882.396063
  nChanged 204
		SP:Iteration 13Q (55302.300000 sec): 3 clusters
  Score: Raw -750890.488050 + Penalty 2873.329651 = -748017.158399
  nChanged 172
		SP:Iteration 14Q (55302.530000 sec): 3 clusters
  Score: Raw -750997.923402 + Penalty 2873.329651 = -748124.593752
  nChanged 158
		SP:Iteration 15Q (55302.710000 sec): 3 clusters
  Score: Raw -751094.230834 + Penalty 2873.329651 = -748220.901183
  nChanged 126
		SP:Iteration 16Q (55302.920000 sec): 3 clusters
  Score: Raw -751183.831552 + Penalty 2873.329651 = -748310.501901
  nChanged 110
		SP:Iteration 17Q (55303.150000 sec): 3 clusters
  Score: Raw -751258.379272 + Penalty 2873.329651 = -748385.049621
  nChanged 91
		SP:Iteration 18Q (55303.360000 sec): 3 clusters
  Score: Raw -751322.653984 + Penalty 2873.329651 = -748449.324333
  nChanged 90
		SP:Iteration 19Q (55303.620000 sec): 3 clusters
  Score: Raw -751388.230555 + Penalty 2873.329651 = -748514.900904
  nChanged 75
		SP:Iteration 20F (55303.780000 sec): 3 clusters
  Score: Raw -751430.788912 + Penalty 2873.329651 = -748557.459261
  nChanged 53
		SP:Iteration 21Q (55304.050000 sec): 3 clusters
  Score: Raw -751464.296819 + Penalty 2873.329651 = -748590.967169
  nChanged 44
		SP:Iteration 22Q (55304.300000 sec): 3 clusters
  Score: Raw -751488.111782 + Penalty 2873.329651 = -748614.782131
  nChanged 34
		SP:Iteration 23Q (55304.490000 sec): 3 clusters
  Score: Raw -751505.725066 + Penalty 2873.329651 = -748632.395415
  nChanged 22
		SP:Iteration 24Q (55304.720000 sec): 3 clusters
  Score: Raw -751516.252393 + Penalty 2873.329651 = -748642.922743
  nChanged 19
		SP:Iteration 25Q (55304.950000 sec): 3 clusters
  Score: Raw -751523.377590 + Penalty 2873.329651 = -748650.047939
  nChanged 18
		SP:Iteration 26Q (55305.200000 sec): 3 clusters
  Score: Raw -751529.759601 + Penalty 2873.329651 = -748656.429950
  nChanged 15
		SP:Iteration 27Q (55305.410000 sec): 3 clusters
  Score: Raw -751535.334983 + Penalty 2873.329651 = -748662.005332
  nChanged 14
		SP:Iteration 28Q (55305.630000 sec): 3 clusters
  Score: Raw -751540.325133 + Penalty 2873.329651 = -748666.995482
  nChanged 10
		SP:Iteration 29Q (55305.790000 sec): 3 clusters
  Score: Raw -751542.750791 + Penalty 2873.329651 = -748669.421140
  nChanged 7
		SP:Iteration 30Q (55305.990000 sec): 3 clusters
  Score: Raw -751544.390820 + Penalty 2873.329651 = -748671.061169
  nChanged 5
		SP:Iteration 31Q (55306.230000 sec): 3 clusters
  Score: Raw -751545.908804 + Penalty 2873.329651 = -748672.579153
  nChanged 8
		SP:Iteration 32Q (55306.440000 sec): 3 clusters
  Score: Raw -751548.308582 + Penalty 2873.329651 = -748674.978931
  nChanged 7
		SP:Iteration 33Q (55306.670000 sec): 3 clusters
  Score: Raw -751551.379345 + Penalty 2873.329651 = -748678.049694
  nChanged 10
		SP:Iteration 34Q (55306.910000 sec): 3 clusters
  Score: Raw -751555.462165 + Penalty 2873.329651 = -748682.132514
  nChanged 6
		SP:Iteration 35Q (55307.130000 sec): 3 clusters
  Score: Raw -751558.671489 + Penalty 2873.329651 = -748685.341839
  nChanged 6
		SP:Iteration 36Q (55307.350000 sec): 3 clusters
  Score: Raw -751561.387766 + Penalty 2873.329651 = -748688.058115
  nChanged 4
		SP:Iteration 37Q (55307.540000 sec): 3 clusters
  Score: Raw -751562.858982 + Penalty 2873.329651 = -748689.529331
  nChanged 3
		SP:Iteration 38Q (55307.770000 sec): 3 clusters
  Score: Raw -751563.765168 + Penalty 2873.329651 = -748690.435517
  nChanged 3
		SP:Iteration 39Q (55308.020000 sec): 3 clusters
  Score: Raw -751564.674791 + Penalty 2873.329651 = -748691.345141
  nChanged 2
		SP:Iteration 40F (55308.190000 sec): 3 clusters
  Score: Raw -751565.233613 + Penalty 2873.329651 = -748691.903962
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (192793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55309.200000 sec): 2 clusters
  Score: Raw -20207977.070456 + Penalty 1977.523007 = -20205999.547448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55310.340000 sec): 3 clusters
  Score: Raw -20080551.180072 + Penalty 3955.046015 = -20076596.134057
  nChanged 93486
		SP:Iteration 1F (55311.350000 sec): 3 clusters
  Score: Raw -20140138.251973 + Penalty 3955.046015 = -20136183.205958
  nChanged 10141
		SP:Iteration 2F (55312.430000 sec): 3 clusters
  Score: Raw -20145204.386911 + Penalty 3955.046015 = -20141249.340897
  nChanged 11694
		SP:Iteration 3F (55313.450000 sec): 3 clusters
  Score: Raw -20151748.981198 + Penalty 3955.046015 = -20147793.935184
  nChanged 12285
		SP:Iteration 4F (55314.540000 sec): 3 clusters
  Score: Raw -20158978.009138 + Penalty 3955.046015 = -20155022.963123
  nChanged 11883
		SP:Iteration 5F (55315.670000 sec): 3 clusters
  Score: Raw -20165918.240302 + Penalty 3955.046015 = -20161963.194287
  nChanged 10937
		SP:Iteration 6F (55316.770000 sec): 3 clusters
  Score: Raw -20172303.654541 + Penalty 3955.046015 = -20168348.608526
  nChanged 9539
		SP:Iteration 7Q (55317.990000 sec): 3 clusters
  Score: Raw -20177778.045572 + Penalty 3955.046015 = -20173822.999557
  nChanged 8191
		SP:Iteration 8Q (55319.190000 sec): 3 clusters
  Score: Raw -20182108.798650 + Penalty 3955.046015 = -20178153.752635
  nChanged 6486
		SP:Iteration 9Q (55320.320000 sec): 3 clusters
  Score: Raw -20184947.756874 + Penalty 3955.046015 = -20180992.710859
  nChanged 4905
		SP:Iteration 10Q (55321.580000 sec): 3 clusters
  Score: Raw -20186587.497787 + Penalty 3955.046015 = -20182632.451772
  nChanged 3662
		SP:Iteration 11Q (55322.850000 sec): 3 clusters
  Score: Raw -20187564.446782 + Penalty 3955.046015 = -20183609.400767
  nChanged 2844
		SP:Iteration 12Q (55324.220000 sec): 3 clusters
  Score: Raw -20188253.763696 + Penalty 3955.046015 = -20184298.717681
  nChanged 2570
		SP:Iteration 13Q (55325.570000 sec): 3 clusters
  Score: Raw -20188857.335238 + Penalty 3955.046015 = -20184902.289223
  nChanged 2580
		SP:Iteration 14Q (55326.880000 sec): 3 clusters
  Score: Raw -20189458.898291 + Penalty 3955.046015 = -20185503.852276
  nChanged 2559
		SP:Iteration 15Q (55328.100000 sec): 3 clusters
  Score: Raw -20190060.689228 + Penalty 3955.046015 = -20186105.643213
  nChanged 2589
		SP:Iteration 16Q (55329.250000 sec): 3 clusters
  Score: Raw -20190690.739839 + Penalty 3955.046015 = -20186735.693824
  nChanged 2692
		SP:Iteration 17Q (55330.250000 sec): 3 clusters
  Score: Raw -20191387.801914 + Penalty 3955.046015 = -20187432.755899
  nChanged 2847
		SP:Iteration 18Q (55331.270000 sec): 3 clusters
  Score: Raw -20192164.679968 + Penalty 3955.046015 = -20188209.633953
  nChanged 2891
		SP:Iteration 19Q (55332.350000 sec): 3 clusters
  Score: Raw -20193012.063510 + Penalty 3955.046015 = -20189057.017495
  nChanged 2983
		SP:Iteration 20F (55333.430000 sec): 3 clusters
  Score: Raw -20193935.953648 + Penalty 3955.046015 = -20189980.907633
  nChanged 3036
		SP:Iteration 21Q (55334.430000 sec): 3 clusters
  Score: Raw -20194927.118610 + Penalty 3955.046015 = -20190972.072595
  nChanged 2980
		SP:Iteration 22Q (55335.540000 sec): 3 clusters
  Score: Raw -20195939.353427 + Penalty 3955.046015 = -20191984.307412
  nChanged 3043
		SP:Iteration 23Q (55336.550000 sec): 3 clusters
  Score: Raw -20197057.843254 + Penalty 3955.046015 = -20193102.797239
  nChanged 3071
		SP:Iteration 24Q (55337.570000 sec): 3 clusters
  Score: Raw -20198230.859889 + Penalty 3955.046015 = -20194275.813874
  nChanged 2995
		SP:Iteration 25Q (55338.600000 sec): 3 clusters
  Score: Raw -20199445.111222 + Penalty 3955.046015 = -20195490.065207
  nChanged 2958
		SP:Iteration 26Q (55339.630000 sec): 3 clusters
  Score: Raw -20200700.456439 + Penalty 3955.046015 = -20196745.410424
  nChanged 2790
		SP:Iteration 27Q (55340.630000 sec): 3 clusters
  Score: Raw -20201935.084922 + Penalty 3955.046015 = -20197980.038907
  nChanged 2608
		SP:Iteration 28Q (55341.460000 sec): 3 clusters
  Score: Raw -20203134.797430 + Penalty 3955.046015 = -20199179.751415
  nChanged 2316
		SP:Iteration 29Q (55342.310000 sec): 3 clusters
  Score: Raw -20204201.627470 + Penalty 3955.046015 = -20200246.581455
  nChanged 2022
		SP:Iteration 30Q (55343.140000 sec): 3 clusters
  Score: Raw -20205141.919677 + Penalty 3955.046015 = -20201186.873662
  nChanged 1766
		SP:Iteration 31Q (55343.990000 sec): 3 clusters
  Score: Raw -20205971.666483 + Penalty 3955.046015 = -20202016.620468
  nChanged 1479
		SP:Iteration 32Q (55344.840000 sec): 3 clusters
  Score: Raw -20206661.326339 + Penalty 3955.046015 = -20202706.280324
  nChanged 1221
		SP:Iteration 33Q (55345.730000 sec): 3 clusters
  Score: Raw -20207217.468824 + Penalty 3955.046015 = -20203262.422809
  nChanged 944
		SP:Iteration 34Q (55346.670000 sec): 3 clusters
  Score: Raw -20207612.698073 + Penalty 3955.046015 = -20203657.652058
  nChanged 760
		SP:Iteration 35Q (55347.610000 sec): 3 clusters
  Score: Raw -20207916.339963 + Penalty 3955.046015 = -20203961.293949
  nChanged 587
		SP:Iteration 36Q (55348.520000 sec): 3 clusters
  Score: Raw -20208154.963897 + Penalty 3955.046015 = -20204199.917882
  nChanged 436
		SP:Iteration 37Q (55349.390000 sec): 3 clusters
  Score: Raw -20208343.657084 + Penalty 3955.046015 = -20204388.611069
  nChanged 381
		SP:Iteration 38Q (55350.240000 sec): 3 clusters
  Score: Raw -20208513.338727 + Penalty 3955.046015 = -20204558.292712
  nChanged 301
		SP:Iteration 39Q (55351.150000 sec): 3 clusters
  Score: Raw -20208642.491592 + Penalty 3955.046015 = -20204687.445577
  nChanged 243
		SP:Iteration 40F (55352.090000 sec): 3 clusters
  Score: Raw -20208745.551630 + Penalty 3955.046015 = -20204790.505615
  nChanged 196
		SP:Iteration 41Q (55353.000000 sec): 3 clusters
  Score: Raw -20208827.333118 + Penalty 3955.046015 = -20204872.287103
  nChanged 163
		SP:Iteration 42Q (55353.830000 sec): 3 clusters
  Score: Raw -20208882.732775 + Penalty 3955.046015 = -20204927.686760
  nChanged 137
		SP:Iteration 43Q (55354.690000 sec): 3 clusters
  Score: Raw -20208919.848339 + Penalty 3955.046015 = -20204964.802324
  nChanged 89
		SP:Iteration 44Q (55355.640000 sec): 3 clusters
  Score: Raw -20208944.117274 + Penalty 3955.046015 = -20204989.071259
  nChanged 76
		SP:Iteration 45Q (55356.560000 sec): 3 clusters
  Score: Raw -20208965.538989 + Penalty 3955.046015 = -20205010.492974
  nChanged 63
		SP:Iteration 46Q (55357.520000 sec): 3 clusters
  Score: Raw -20208985.732429 + Penalty 3955.046015 = -20205030.686414
  nChanged 53
		SP:Iteration 47Q (55358.380000 sec): 3 clusters
  Score: Raw -20208997.487934 + Penalty 3955.046015 = -20205042.441920
  nChanged 33
		SP:Iteration 48Q (55359.300000 sec): 3 clusters
  Score: Raw -20209005.400269 + Penalty 3955.046015 = -20205050.354255
  nChanged 44
		SP:Iteration 49Q (55360.220000 sec): 3 clusters
  Score: Raw -20209017.901687 + Penalty 3955.046015 = -20205062.855672
  nChanged 54
		SP:Iteration 50Q (55361.090000 sec): 3 clusters
  Score: Raw -20209032.731776 + Penalty 3955.046015 = -20205077.685761
  nChanged 45
		SP:Iteration 51Q (55362.030000 sec): 3 clusters
  Score: Raw -20209047.927203 + Penalty 3955.046015 = -20205092.881189
  nChanged 49
		SP:Iteration 52Q (55362.910000 sec): 3 clusters
  Score: Raw -20209061.999921 + Penalty 3955.046015 = -20205106.953906
  nChanged 45
		SP:Iteration 53Q (55363.800000 sec): 3 clusters
  Score: Raw -20209075.214481 + Penalty 3955.046015 = -20205120.168466
  nChanged 48
		SP:Iteration 54Q (55364.700000 sec): 3 clusters
  Score: Raw -20209085.881539 + Penalty 3955.046015 = -20205130.835524
  nChanged 27
		SP:Iteration 55Q (55365.620000 sec): 3 clusters
  Score: Raw -20209092.979594 + Penalty 3955.046015 = -20205137.933579
  nChanged 38
		SP:Iteration 56Q (55366.590000 sec): 3 clusters
  Score: Raw -20209102.254534 + Penalty 3955.046015 = -20205147.208519
  nChanged 32
		SP:Iteration 57Q (55367.510000 sec): 3 clusters
  Score: Raw -20209110.279884 + Penalty 3955.046015 = -20205155.233870
  nChanged 36
		SP:Iteration 58Q (55368.450000 sec): 3 clusters
  Score: Raw -20209120.462153 + Penalty 3955.046015 = -20205165.416138
  nChanged 39
		SP:Iteration 59Q (55369.330000 sec): 3 clusters
  Score: Raw -20209129.361651 + Penalty 3955.046015 = -20205174.315636
  nChanged 37
		SP:Iteration 60F (55370.290000 sec): 3 clusters
  Score: Raw -20209137.280478 + Penalty 3955.046015 = -20205182.234464
  nChanged 26
		SP:Iteration 61Q (55371.150000 sec): 3 clusters
  Score: Raw -20209142.312891 + Penalty 3955.046015 = -20205187.266877
  nChanged 29
		SP:Iteration 62Q (55371.990000 sec): 3 clusters
  Score: Raw -20209150.101287 + Penalty 3955.046015 = -20205195.055272
  nChanged 30
		SP:Iteration 63Q (55372.900000 sec): 3 clusters
  Score: Raw -20209155.888707 + Penalty 3955.046015 = -20205200.842692
  nChanged 19
		SP:Iteration 64Q (55373.670000 sec): 3 clusters
  Score: Raw -20209158.735173 + Penalty 3955.046015 = -20205203.689158
  nChanged 12
		SP:Iteration 65Q (55374.470000 sec): 3 clusters
  Score: Raw -20209160.645508 + Penalty 3955.046015 = -20205205.599493
  nChanged 7
		SP:Iteration 66Q (55375.300000 sec): 3 clusters
  Score: Raw -20209161.846565 + Penalty 3955.046015 = -20205206.800551
  nChanged 4
		SP:Iteration 67Q (55376.150000 sec): 3 clusters
  Score: Raw -20209162.401087 + Penalty 3955.046015 = -20205207.355073
  nChanged 2
		SP:Iteration 68Q (55377.090000 sec): 3 clusters
  Score: Raw -20209162.674510 + Penalty 3955.046015 = -20205207.628495
  nChanged 0
		SP:Iteration 69F (55378.090000 sec): 3 clusters
  Score: Raw -20209162.674510 + Penalty 3955.046015 = -20205207.628495
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (17784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55378.330000 sec): 2 clusters
  Score: Raw -1949350.010715 + Penalty 1590.233849 = -1947759.776866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55378.610000 sec): 3 clusters
  Score: Raw -1938674.722237 + Penalty 3180.467698 = -1935494.254538
  nChanged 8025
		SP:Iteration 1F (55378.830000 sec): 3 clusters
  Score: Raw -1943135.876269 + Penalty 3180.467698 = -1939955.408570
  nChanged 968
		SP:Iteration 2F (55379.070000 sec): 3 clusters
  Score: Raw -1943532.951472 + Penalty 3180.467698 = -1940352.483773
  nChanged 889
		SP:Iteration 3Q (55379.350000 sec): 3 clusters
  Score: Raw -1943938.740294 + Penalty 3180.467698 = -1940758.272596
  nChanged 889
		SP:Iteration 4Q (55379.570000 sec): 3 clusters
  Score: Raw -1944407.868920 + Penalty 3180.467698 = -1941227.401221
  nChanged 931
		SP:Iteration 5F (55379.830000 sec): 3 clusters
  Score: Raw -1944910.171398 + Penalty 3180.467698 = -1941729.703699
  nChanged 896
		SP:Iteration 6F (55380.050000 sec): 3 clusters
  Score: Raw -1945392.159868 + Penalty 3180.467698 = -1942211.692170
  nChanged 866
		SP:Iteration 7Q (55380.330000 sec): 3 clusters
  Score: Raw -1945848.257979 + Penalty 3180.467698 = -1942667.790281
  nChanged 816
		SP:Iteration 8Q (55380.610000 sec): 3 clusters
  Score: Raw -1946261.606663 + Penalty 3180.467698 = -1943081.138964
  nChanged 734
		SP:Iteration 9Q (55380.820000 sec): 3 clusters
  Score: Raw -1946615.110778 + Penalty 3180.467698 = -1943434.643080
  nChanged 694
		SP:Iteration 10Q (55381.110000 sec): 3 clusters
  Score: Raw -1946917.040650 + Penalty 3180.467698 = -1943736.572952
  nChanged 579
		SP:Iteration 11Q (55381.350000 sec): 3 clusters
  Score: Raw -1947170.851652 + Penalty 3180.467698 = -1943990.383954
  nChanged 505
		SP:Iteration 12Q (55381.570000 sec): 3 clusters
  Score: Raw -1947392.307403 + Penalty 3180.467698 = -1944211.839705
  nChanged 484
		SP:Iteration 13Q (55381.860000 sec): 3 clusters
  Score: Raw -1947598.673014 + Penalty 3180.467698 = -1944418.205315
  nChanged 454
		SP:Iteration 14Q (55382.090000 sec): 3 clusters
  Score: Raw -1947788.743904 + Penalty 3180.467698 = -1944608.276206
  nChanged 420
		SP:Iteration 15Q (55382.330000 sec): 3 clusters
  Score: Raw -1947959.275379 + Penalty 3180.467698 = -1944778.807681
  nChanged 409
		SP:Iteration 16Q (55382.600000 sec): 3 clusters
  Score: Raw -1948124.625529 + Penalty 3180.467698 = -1944944.157831
  nChanged 347
		SP:Iteration 17Q (55382.870000 sec): 3 clusters
  Score: Raw -1948273.975666 + Penalty 3180.467698 = -1945093.507968
  nChanged 332
		SP:Iteration 18Q (55383.120000 sec): 3 clusters
  Score: Raw -1948443.919972 + Penalty 3180.467698 = -1945263.452274
  nChanged 293
		SP:Iteration 19Q (55383.320000 sec): 3 clusters
  Score: Raw -1948583.633162 + Penalty 3180.467698 = -1945403.165463
  nChanged 290
		SP:Iteration 20F (55383.590000 sec): 3 clusters
  Score: Raw -1948720.695865 + Penalty 3180.467698 = -1945540.228167
  nChanged 269
		SP:Iteration 21Q (55383.870000 sec): 3 clusters
  Score: Raw -1948832.947098 + Penalty 3180.467698 = -1945652.479400
  nChanged 247
		SP:Iteration 22Q (55384.100000 sec): 3 clusters
  Score: Raw -1948921.115301 + Penalty 3180.467698 = -1945740.647603
  nChanged 213
		SP:Iteration 23Q (55384.370000 sec): 3 clusters
  Score: Raw -1948988.462336 + Penalty 3180.467698 = -1945807.994638
  nChanged 186
		SP:Iteration 24Q (55384.600000 sec): 3 clusters
  Score: Raw -1949045.001023 + Penalty 3180.467698 = -1945864.533325
  nChanged 152
		SP:Iteration 25Q (55384.850000 sec): 3 clusters
  Score: Raw -1949085.659015 + Penalty 3180.467698 = -1945905.191317
  nChanged 139
		SP:Iteration 26Q (55385.100000 sec): 3 clusters
  Score: Raw -1949123.387655 + Penalty 3180.467698 = -1945942.919956
  nChanged 133
		SP:Iteration 27Q (55385.390000 sec): 3 clusters
  Score: Raw -1949155.752840 + Penalty 3180.467698 = -1945975.285142
  nChanged 115
		SP:Iteration 28Q (55385.640000 sec): 3 clusters
  Score: Raw -1949181.628323 + Penalty 3180.467698 = -1946001.160625
  nChanged 96
		SP:Iteration 29Q (55385.890000 sec): 3 clusters
  Score: Raw -1949206.878278 + Penalty 3180.467698 = -1946026.410580
  nChanged 115
		SP:Iteration 30Q (55386.110000 sec): 3 clusters
  Score: Raw -1949235.245557 + Penalty 3180.467698 = -1946054.777859
  nChanged 104
		SP:Iteration 31Q (55386.370000 sec): 3 clusters
  Score: Raw -1949260.348250 + Penalty 3180.467698 = -1946079.880552
  nChanged 104
		SP:Iteration 32Q (55386.550000 sec): 3 clusters
  Score: Raw -1949286.821652 + Penalty 3180.467698 = -1946106.353954
  nChanged 101
		SP:Iteration 33Q (55386.800000 sec): 3 clusters
  Score: Raw -1949313.967239 + Penalty 3180.467698 = -1946133.499541
  nChanged 91
		SP:Iteration 34Q (55387.050000 sec): 3 clusters
  Score: Raw -1949338.700412 + Penalty 3180.467698 = -1946158.232714
  nChanged 78
		SP:Iteration 35Q (55387.320000 sec): 3 clusters
  Score: Raw -1949357.031581 + Penalty 3180.467698 = -1946176.563883
  nChanged 68
		SP:Iteration 36Q (55387.570000 sec): 3 clusters
  Score: Raw -1949377.696006 + Penalty 3180.467698 = -1946197.228308
  nChanged 76
		SP:Iteration 37Q (55387.800000 sec): 3 clusters
  Score: Raw -1949398.953235 + Penalty 3180.467698 = -1946218.485537
  nChanged 59
		SP:Iteration 38Q (55388.070000 sec): 3 clusters
  Score: Raw -1949412.636817 + Penalty 3180.467698 = -1946232.169118
  nChanged 61
		SP:Iteration 39Q (55388.330000 sec): 3 clusters
  Score: Raw -1949427.726060 + Penalty 3180.467698 = -1946247.258362
  nChanged 52
		SP:Iteration 40F (55388.550000 sec): 3 clusters
  Score: Raw -1949441.462527 + Penalty 3180.467698 = -1946260.994829
  nChanged 54
		SP:Iteration 41Q (55388.850000 sec): 3 clusters
  Score: Raw -1949457.406578 + Penalty 3180.467698 = -1946276.938880
  nChanged 62
		SP:Iteration 42Q (55389.100000 sec): 3 clusters
  Score: Raw -1949476.794880 + Penalty 3180.467698 = -1946296.327182
  nChanged 55
		SP:Iteration 43Q (55389.370000 sec): 3 clusters
  Score: Raw -1949494.267437 + Penalty 3180.467698 = -1946313.799739
  nChanged 66
		SP:Iteration 44Q (55389.620000 sec): 3 clusters
  Score: Raw -1949514.178481 + Penalty 3180.467698 = -1946333.710783
  nChanged 51
		SP:Iteration 45Q (55389.890000 sec): 3 clusters
  Score: Raw -1949532.323614 + Penalty 3180.467698 = -1946351.855916
  nChanged 49
		SP:Iteration 46Q (55390.190000 sec): 3 clusters
  Score: Raw -1949552.426422 + Penalty 3180.467698 = -1946371.958723
  nChanged 57
		SP:Iteration 47Q (55390.450000 sec): 3 clusters
  Score: Raw -1949575.725105 + Penalty 3180.467698 = -1946395.257407
  nChanged 57
		SP:Iteration 48Q (55390.740000 sec): 3 clusters
  Score: Raw -1949595.738911 + Penalty 3180.467698 = -1946415.271213
  nChanged 55
		SP:Iteration 49Q (55391.010000 sec): 3 clusters
  Score: Raw -1949612.725193 + Penalty 3180.467698 = -1946432.257495
  nChanged 46
		SP:Iteration 50Q (55391.280000 sec): 3 clusters
  Score: Raw -1949626.945439 + Penalty 3180.467698 = -1946446.477741
  nChanged 33
		SP:Iteration 51Q (55391.540000 sec): 3 clusters
  Score: Raw -1949638.161273 + Penalty 3180.467698 = -1946457.693575
  nChanged 32
		SP:Iteration 52Q (55391.760000 sec): 3 clusters
  Score: Raw -1949649.894520 + Penalty 3180.467698 = -1946469.426822
  nChanged 34
		SP:Iteration 53Q (55392.050000 sec): 3 clusters
  Score: Raw -1949658.852835 + Penalty 3180.467698 = -1946478.385137
  nChanged 27
		SP:Iteration 54Q (55392.300000 sec): 3 clusters
  Score: Raw -1949664.968381 + Penalty 3180.467698 = -1946484.500683
  nChanged 17
		SP:Iteration 55Q (55392.530000 sec): 3 clusters
  Score: Raw -1949670.773966 + Penalty 3180.467698 = -1946490.306268
  nChanged 20
		SP:Iteration 56Q (55392.800000 sec): 3 clusters
  Score: Raw -1949677.447861 + Penalty 3180.467698 = -1946496.980163
  nChanged 18
		SP:Iteration 57Q (55393.060000 sec): 3 clusters
  Score: Raw -1949683.219714 + Penalty 3180.467698 = -1946502.752016
  nChanged 23
		SP:Iteration 58Q (55393.380000 sec): 3 clusters
  Score: Raw -1949691.032335 + Penalty 3180.467698 = -1946510.564637
  nChanged 21
		SP:Iteration 59Q (55393.600000 sec): 3 clusters
  Score: Raw -1949697.897034 + Penalty 3180.467698 = -1946517.429336
  nChanged 21
		SP:Iteration 60F (55393.870000 sec): 3 clusters
  Score: Raw -1949702.775325 + Penalty 3180.467698 = -1946522.307627
  nChanged 16
		SP:Iteration 61Q (55394.080000 sec): 3 clusters
  Score: Raw -1949707.225794 + Penalty 3180.467698 = -1946526.758096
  nChanged 17
		SP:Iteration 62Q (55394.330000 sec): 3 clusters
  Score: Raw -1949712.491236 + Penalty 3180.467698 = -1946532.023538
  nChanged 10
		SP:Iteration 63Q (55394.560000 sec): 3 clusters
  Score: Raw -1949715.395265 + Penalty 3180.467698 = -1946534.927567
  nChanged 8
		SP:Iteration 64Q (55394.790000 sec): 3 clusters
  Score: Raw -1949717.316868 + Penalty 3180.467698 = -1946536.849170
  nChanged 12
		SP:Iteration 65Q (55395.030000 sec): 3 clusters
  Score: Raw -1949720.270740 + Penalty 3180.467698 = -1946539.803042
  nChanged 11
		SP:Iteration 66Q (55395.280000 sec): 3 clusters
  Score: Raw -1949723.009028 + Penalty 3180.467698 = -1946542.541329
  nChanged 12
		SP:Iteration 67Q (55395.540000 sec): 3 clusters
  Score: Raw -1949726.709181 + Penalty 3180.467698 = -1946546.241483
  nChanged 10
		SP:Iteration 68Q (55395.830000 sec): 3 clusters
  Score: Raw -1949729.394592 + Penalty 3180.467698 = -1946548.926894
  nChanged 12
		SP:Iteration 69Q (55396.050000 sec): 3 clusters
  Score: Raw -1949732.775089 + Penalty 3180.467698 = -1946552.307391
  nChanged 10
		SP:Iteration 70Q (55396.290000 sec): 3 clusters
  Score: Raw -1949735.963756 + Penalty 3180.467698 = -1946555.496058
  nChanged 10
		SP:Iteration 71Q (55396.520000 sec): 3 clusters
  Score: Raw -1949739.379288 + Penalty 3180.467698 = -1946558.911590
  nChanged 15
		SP:Iteration 72Q (55396.770000 sec): 3 clusters
  Score: Raw -1949743.486900 + Penalty 3180.467698 = -1946563.019202
  nChanged 12
		SP:Iteration 73Q (55396.970000 sec): 3 clusters
  Score: Raw -1949746.473630 + Penalty 3180.467698 = -1946566.005932
  nChanged 10
		SP:Iteration 74Q (55397.190000 sec): 3 clusters
  Score: Raw -1949749.628178 + Penalty 3180.467698 = -1946569.160480
  nChanged 15
		SP:Iteration 75Q (55397.430000 sec): 3 clusters
  Score: Raw -1949754.518885 + Penalty 3180.467698 = -1946574.051187
  nChanged 16
		SP:Iteration 76Q (55397.650000 sec): 3 clusters
  Score: Raw -1949760.629111 + Penalty 3180.467698 = -1946580.161413
  nChanged 15
		SP:Iteration 77Q (55397.900000 sec): 3 clusters
  Score: Raw -1949768.399622 + Penalty 3180.467698 = -1946587.931924
  nChanged 18
		SP:Iteration 78Q (55398.150000 sec): 3 clusters
  Score: Raw -1949777.481786 + Penalty 3180.467698 = -1946597.014088
  nChanged 17
		SP:Iteration 79Q (55398.390000 sec): 3 clusters
  Score: Raw -1949784.657768 + Penalty 3180.467698 = -1946604.190070
  nChanged 15
		SP:Iteration 80F (55398.640000 sec): 3 clusters
  Score: Raw -1949789.147815 + Penalty 3180.467698 = -1946608.680117
  nChanged 14
		SP:Iteration 81Q (55398.850000 sec): 3 clusters
  Score: Raw -1949793.674195 + Penalty 3180.467698 = -1946613.206497
  nChanged 11
		SP:Iteration 82Q (55399.090000 sec): 3 clusters
  Score: Raw -1949797.407204 + Penalty 3180.467698 = -1946616.939506
  nChanged 8
		SP:Iteration 83Q (55399.350000 sec): 3 clusters
  Score: Raw -1949800.225724 + Penalty 3180.467698 = -1946619.758026
  nChanged 9
		SP:Iteration 84Q (55399.560000 sec): 3 clusters
  Score: Raw -1949803.276091 + Penalty 3180.467698 = -1946622.808393
  nChanged 8
		SP:Iteration 85Q (55399.780000 sec): 3 clusters
  Score: Raw -1949806.406683 + Penalty 3180.467698 = -1946625.938985
  nChanged 9
		SP:Iteration 86Q (55400.010000 sec): 3 clusters
  Score: Raw -1949809.431640 + Penalty 3180.467698 = -1946628.963942
  nChanged 9
		SP:Iteration 87Q (55400.280000 sec): 3 clusters
  Score: Raw -1949813.082349 + Penalty 3180.467698 = -1946632.614651
  nChanged 8
		SP:Iteration 88Q (55400.490000 sec): 3 clusters
  Score: Raw -1949814.874912 + Penalty 3180.467698 = -1946634.407213
  nChanged 1
		SP:Iteration 89Q (55400.720000 sec): 3 clusters
  Score: Raw -1949815.264760 + Penalty 3180.467698 = -1946634.797062
  nChanged 4
		SP:Iteration 90Q (55400.980000 sec): 3 clusters
  Score: Raw -1949816.162883 + Penalty 3180.467698 = -1946635.695185
  nChanged 6
		SP:Iteration 91Q (55401.200000 sec): 3 clusters
  Score: Raw -1949817.400243 + Penalty 3180.467698 = -1946636.932545
  nChanged 5
		SP:Iteration 92Q (55401.460000 sec): 3 clusters
  Score: Raw -1949818.376029 + Penalty 3180.467698 = -1946637.908331
  nChanged 4
		SP:Iteration 93Q (55401.700000 sec): 3 clusters
  Score: Raw -1949819.393568 + Penalty 3180.467698 = -1946638.925870
  nChanged 6
		SP:Iteration 94Q (55401.990000 sec): 3 clusters
  Score: Raw -1949821.748846 + Penalty 3180.467698 = -1946641.281148
  nChanged 8
		SP:Iteration 95Q (55402.200000 sec): 3 clusters
  Score: Raw -1949825.166357 + Penalty 3180.467698 = -1946644.698659
  nChanged 15
		SP:Iteration 96Q (55402.450000 sec): 3 clusters
  Score: Raw -1949830.678425 + Penalty 3180.467698 = -1946650.210727
  nChanged 12
		SP:Iteration 97Q (55402.700000 sec): 3 clusters
  Score: Raw -1949833.534554 + Penalty 3180.467698 = -1946653.066856
  nChanged 8
		SP:Iteration 98Q (55402.940000 sec): 3 clusters
  Score: Raw -1949835.646759 + Penalty 3180.467698 = -1946655.179061
  nChanged 5
		SP:Iteration 99Q (55403.200000 sec): 3 clusters
  Score: Raw -1949837.002100 + Penalty 3180.467698 = -1946656.534402
  nChanged 7
		SP:Iteration 100F (55403.420000 sec): 3 clusters
  Score: Raw -1949838.721066 + Penalty 3180.467698 = -1946658.253368
  nChanged 7
		SP:Iteration 101Q (55403.720000 sec): 3 clusters
  Score: Raw -1949840.469161 + Penalty 3180.467698 = -1946660.001463
  nChanged 8
		SP:Iteration 102Q (55403.970000 sec): 3 clusters
  Score: Raw -1949842.919294 + Penalty 3180.467698 = -1946662.451595
  nChanged 11
		SP:Iteration 103Q (55404.200000 sec): 3 clusters
  Score: Raw -1949846.171766 + Penalty 3180.467698 = -1946665.704068
  nChanged 6
		SP:Iteration 104Q (55404.440000 sec): 3 clusters
  Score: Raw -1949848.409925 + Penalty 3180.467698 = -1946667.942227
  nChanged 7
		SP:Iteration 105Q (55404.720000 sec): 3 clusters
  Score: Raw -1949850.569466 + Penalty 3180.467698 = -1946670.101768
  nChanged 4
		SP:Iteration 106Q (55404.950000 sec): 3 clusters
  Score: Raw -1949851.925675 + Penalty 3180.467698 = -1946671.457977
  nChanged 7
		SP:Iteration 107Q (55405.200000 sec): 3 clusters
  Score: Raw -1949853.845304 + Penalty 3180.467698 = -1946673.377606
  nChanged 2
		SP:Iteration 108Q (55405.440000 sec): 3 clusters
  Score: Raw -1949854.227535 + Penalty 3180.467698 = -1946673.759836
  nChanged 0
		SP:Iteration 109F (55405.720000 sec): 3 clusters
  Score: Raw -1949854.227535 + Penalty 3180.467698 = -1946673.759836
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (32112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55405.960000 sec): 2 clusters
  Score: Raw -3506310.062941 + Penalty 1686.260074 = -3504623.802867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55406.320000 sec): 3 clusters
  Score: Raw -3486510.371521 + Penalty 3372.520148 = -3483137.851373
  nChanged 14794
		SP:Iteration 1F (55406.620000 sec): 3 clusters
  Score: Raw -3494968.298085 + Penalty 3372.520148 = -3491595.777937
  nChanged 1561
		SP:Iteration 2Q (55407.030000 sec): 3 clusters
  Score: Raw -3495514.736122 + Penalty 3372.520148 = -3492142.215974
  nChanged 1427
		SP:Iteration 3Q (55407.410000 sec): 3 clusters
  Score: Raw -3496041.692508 + Penalty 3372.520148 = -3492669.172360
  nChanged 1470
		SP:Iteration 4Q (55407.780000 sec): 3 clusters
  Score: Raw -3496616.330739 + Penalty 3372.520148 = -3493243.810591
  nChanged 1512
		SP:Iteration 5Q (55408.150000 sec): 3 clusters
  Score: Raw -3497276.061657 + Penalty 3372.520148 = -3493903.541509
  nChanged 1546
		SP:Iteration 6Q (55408.500000 sec): 3 clusters
  Score: Raw -3498012.029688 + Penalty 3372.520148 = -3494639.509540
  nChanged 1595
		SP:Iteration 7Q (55408.850000 sec): 3 clusters
  Score: Raw -3498803.510007 + Penalty 3372.520148 = -3495430.989859
  nChanged 1558
		SP:Iteration 8Q (55409.180000 sec): 3 clusters
  Score: Raw -3499632.382583 + Penalty 3372.520148 = -3496259.862435
  nChanged 1571
		SP:Iteration 9Q (55409.610000 sec): 3 clusters
  Score: Raw -3500483.878571 + Penalty 3372.520148 = -3497111.358423
  nChanged 1428
		SP:Iteration 10Q (55409.980000 sec): 3 clusters
  Score: Raw -3501241.434305 + Penalty 3372.520148 = -3497868.914156
  nChanged 1214
		SP:Iteration 11Q (55410.390000 sec): 3 clusters
  Score: Raw -3501818.164759 + Penalty 3372.520148 = -3498445.644611
  nChanged 968
		SP:Iteration 12Q (55410.740000 sec): 3 clusters
  Score: Raw -3502207.174321 + Penalty 3372.520148 = -3498834.654173
  nChanged 771
		SP:Iteration 13Q (55411.050000 sec): 3 clusters
  Score: Raw -3502459.322785 + Penalty 3372.520148 = -3499086.802637
  nChanged 569
		SP:Iteration 14Q (55411.400000 sec): 3 clusters
  Score: Raw -3502618.853565 + Penalty 3372.520148 = -3499246.333417
  nChanged 459
		SP:Iteration 15Q (55411.700000 sec): 3 clusters
  Score: Raw -3502737.879928 + Penalty 3372.520148 = -3499365.359780
  nChanged 394
		SP:Iteration 16Q (55412.090000 sec): 3 clusters
  Score: Raw -3502839.050215 + Penalty 3372.520148 = -3499466.530067
  nChanged 379
		SP:Iteration 17Q (55412.430000 sec): 3 clusters
  Score: Raw -3502936.768796 + Penalty 3372.520148 = -3499564.248648
  nChanged 380
		SP:Iteration 18Q (55412.760000 sec): 3 clusters
  Score: Raw -3503036.963996 + Penalty 3372.520148 = -3499664.443848
  nChanged 400
		SP:Iteration 19Q (55413.040000 sec): 3 clusters
  Score: Raw -3503148.203896 + Penalty 3372.520148 = -3499775.683748
  nChanged 413
		SP:Iteration 20F (55413.370000 sec): 3 clusters
  Score: Raw -3503266.272209 + Penalty 3372.520148 = -3499893.752061
  nChanged 388
		SP:Iteration 21Q (55413.720000 sec): 3 clusters
  Score: Raw -3503376.400165 + Penalty 3372.520148 = -3500003.880017
  nChanged 400
		SP:Iteration 22Q (55414.020000 sec): 3 clusters
  Score: Raw -3503479.628047 + Penalty 3372.520148 = -3500107.107899
  nChanged 359
		SP:Iteration 23Q (55414.390000 sec): 3 clusters
  Score: Raw -3503569.937402 + Penalty 3372.520148 = -3500197.417254
  nChanged 351
		SP:Iteration 24Q (55414.790000 sec): 3 clusters
  Score: Raw -3503659.835003 + Penalty 3372.520148 = -3500287.314855
  nChanged 361
		SP:Iteration 25Q (55415.130000 sec): 3 clusters
  Score: Raw -3503760.565796 + Penalty 3372.520148 = -3500388.045648
  nChanged 362
		SP:Iteration 26Q (55415.480000 sec): 3 clusters
  Score: Raw -3503868.106049 + Penalty 3372.520148 = -3500495.585901
  nChanged 384
		SP:Iteration 27Q (55415.840000 sec): 3 clusters
  Score: Raw -3503989.738715 + Penalty 3372.520148 = -3500617.218567
  nChanged 417
		SP:Iteration 28Q (55416.190000 sec): 3 clusters
  Score: Raw -3504117.734210 + Penalty 3372.520148 = -3500745.214062
  nChanged 361
		SP:Iteration 29Q (55416.520000 sec): 3 clusters
  Score: Raw -3504224.220199 + Penalty 3372.520148 = -3500851.700051
  nChanged 344
		SP:Iteration 30Q (55416.830000 sec): 3 clusters
  Score: Raw -3504321.823839 + Penalty 3372.520148 = -3500949.303691
  nChanged 347
		SP:Iteration 31Q (55417.190000 sec): 3 clusters
  Score: Raw -3504424.868103 + Penalty 3372.520148 = -3501052.347955
  nChanged 322
		SP:Iteration 32Q (55417.580000 sec): 3 clusters
  Score: Raw -3504506.051839 + Penalty 3372.520148 = -3501133.531691
  nChanged 307
		SP:Iteration 33Q (55417.860000 sec): 3 clusters
  Score: Raw -3504579.601272 + Penalty 3372.520148 = -3501207.081124
  nChanged 305
		SP:Iteration 34Q (55418.200000 sec): 3 clusters
  Score: Raw -3504654.704033 + Penalty 3372.520148 = -3501282.183885
  nChanged 303
		SP:Iteration 35Q (55418.520000 sec): 3 clusters
  Score: Raw -3504726.862235 + Penalty 3372.520148 = -3501354.342087
  nChanged 285
		SP:Iteration 36Q (55418.830000 sec): 3 clusters
  Score: Raw -3504795.790885 + Penalty 3372.520148 = -3501423.270737
  nChanged 265
		SP:Iteration 37Q (55419.180000 sec): 3 clusters
  Score: Raw -3504858.161522 + Penalty 3372.520148 = -3501485.641374
  nChanged 241
		SP:Iteration 38Q (55419.530000 sec): 3 clusters
  Score: Raw -3504915.554152 + Penalty 3372.520148 = -3501543.034004
  nChanged 233
		SP:Iteration 39Q (55419.860000 sec): 3 clusters
  Score: Raw -3504968.533353 + Penalty 3372.520148 = -3501596.013205
  nChanged 228
		SP:Iteration 40F (55420.190000 sec): 3 clusters
  Score: Raw -3505019.188917 + Penalty 3372.520148 = -3501646.668769
  nChanged 221
		SP:Iteration 41Q (55420.530000 sec): 3 clusters
  Score: Raw -3505065.292861 + Penalty 3372.520148 = -3501692.772713
  nChanged 210
		SP:Iteration 42Q (55420.840000 sec): 3 clusters
  Score: Raw -3505109.003743 + Penalty 3372.520148 = -3501736.483595
  nChanged 213
		SP:Iteration 43Q (55421.230000 sec): 3 clusters
  Score: Raw -3505154.408489 + Penalty 3372.520148 = -3501781.888341
  nChanged 205
		SP:Iteration 44Q (55421.560000 sec): 3 clusters
  Score: Raw -3505196.504748 + Penalty 3372.520148 = -3501823.984599
  nChanged 188
		SP:Iteration 45Q (55421.930000 sec): 3 clusters
  Score: Raw -3505235.423490 + Penalty 3372.520148 = -3501862.903342
  nChanged 201
		SP:Iteration 46Q (55422.290000 sec): 3 clusters
  Score: Raw -3505276.007529 + Penalty 3372.520148 = -3501903.487381
  nChanged 182
		SP:Iteration 47Q (55422.620000 sec): 3 clusters
  Score: Raw -3505308.475350 + Penalty 3372.520148 = -3501935.955202
  nChanged 170
		SP:Iteration 48Q (55422.980000 sec): 3 clusters
  Score: Raw -3505337.093301 + Penalty 3372.520148 = -3501964.573152
  nChanged 160
		SP:Iteration 49Q (55423.310000 sec): 3 clusters
  Score: Raw -3505363.252255 + Penalty 3372.520148 = -3501990.732107
  nChanged 174
		SP:Iteration 50Q (55423.630000 sec): 3 clusters
  Score: Raw -3505397.687271 + Penalty 3372.520148 = -3502025.167123
  nChanged 200
		SP:Iteration 51Q (55423.920000 sec): 3 clusters
  Score: Raw -3505437.269896 + Penalty 3372.520148 = -3502064.749748
  nChanged 178
		SP:Iteration 52Q (55424.240000 sec): 3 clusters
  Score: Raw -3505471.831649 + Penalty 3372.520148 = -3502099.311501
  nChanged 175
		SP:Iteration 53Q (55424.600000 sec): 3 clusters
  Score: Raw -3505509.108603 + Penalty 3372.520148 = -3502136.588455
  nChanged 178
		SP:Iteration 54Q (55424.880000 sec): 3 clusters
  Score: Raw -3505546.868957 + Penalty 3372.520148 = -3502174.348809
  nChanged 194
		SP:Iteration 55Q (55425.160000 sec): 3 clusters
  Score: Raw -3505591.432216 + Penalty 3372.520148 = -3502218.912068
  nChanged 185
		SP:Iteration 56Q (55425.410000 sec): 3 clusters
  Score: Raw -3505636.294701 + Penalty 3372.520148 = -3502263.774553
  nChanged 177
		SP:Iteration 57Q (55425.730000 sec): 3 clusters
  Score: Raw -3505674.011244 + Penalty 3372.520148 = -3502301.491096
  nChanged 166
		SP:Iteration 58Q (55426.040000 sec): 3 clusters
  Score: Raw -3505710.539235 + Penalty 3372.520148 = -3502338.019087
  nChanged 158
		SP:Iteration 59Q (55426.370000 sec): 3 clusters
  Score: Raw -3505746.666411 + Penalty 3372.520148 = -3502374.146263
  nChanged 177
		SP:Iteration 60F (55426.700000 sec): 3 clusters
  Score: Raw -3505789.212988 + Penalty 3372.520148 = -3502416.692840
  nChanged 180
		SP:Iteration 61Q (55426.970000 sec): 3 clusters
  Score: Raw -3505829.034551 + Penalty 3372.520148 = -3502456.514403
  nChanged 158
		SP:Iteration 62Q (55427.320000 sec): 3 clusters
  Score: Raw -3505867.860351 + Penalty 3372.520148 = -3502495.340203
  nChanged 160
		SP:Iteration 63Q (55427.600000 sec): 3 clusters
  Score: Raw -3505907.876633 + Penalty 3372.520148 = -3502535.356485
  nChanged 165
		SP:Iteration 64Q (55427.910000 sec): 3 clusters
  Score: Raw -3505951.011479 + Penalty 3372.520148 = -3502578.491331
  nChanged 149
		SP:Iteration 65Q (55428.290000 sec): 3 clusters
  Score: Raw -3505985.697094 + Penalty 3372.520148 = -3502613.176945
  nChanged 120
		SP:Iteration 66Q (55428.590000 sec): 3 clusters
  Score: Raw -3506019.671569 + Penalty 3372.520148 = -3502647.151421
  nChanged 129
		SP:Iteration 67Q (55428.910000 sec): 3 clusters
  Score: Raw -3506052.120941 + Penalty 3372.520148 = -3502679.600793
  nChanged 125
		SP:Iteration 68Q (55429.270000 sec): 3 clusters
  Score: Raw -3506085.605234 + Penalty 3372.520148 = -3502713.085086
  nChanged 114
		SP:Iteration 69Q (55429.560000 sec): 3 clusters
  Score: Raw -3506118.793724 + Penalty 3372.520148 = -3502746.273576
  nChanged 121
		SP:Iteration 70Q (55429.890000 sec): 3 clusters
  Score: Raw -3506156.217416 + Penalty 3372.520148 = -3502783.697268
  nChanged 132
		SP:Iteration 71Q (55430.200000 sec): 3 clusters
  Score: Raw -3506198.592200 + Penalty 3372.520148 = -3502826.072052
  nChanged 125
		SP:Iteration 72Q (55430.550000 sec): 3 clusters
  Score: Raw -3506241.392756 + Penalty 3372.520148 = -3502868.872608
  nChanged 125
		SP:Iteration 73Q (55430.910000 sec): 3 clusters
  Score: Raw -3506280.627511 + Penalty 3372.520148 = -3502908.107363
  nChanged 117
		SP:Iteration 74Q (55431.270000 sec): 3 clusters
  Score: Raw -3506317.346670 + Penalty 3372.520148 = -3502944.826522
  nChanged 106
		SP:Iteration 75Q (55431.550000 sec): 3 clusters
  Score: Raw -3506351.559204 + Penalty 3372.520148 = -3502979.039056
  nChanged 111
		SP:Iteration 76Q (55431.890000 sec): 3 clusters
  Score: Raw -3506392.630416 + Penalty 3372.520148 = -3503020.110268
  nChanged 93
		SP:Iteration 77Q (55432.270000 sec): 3 clusters
  Score: Raw -3506427.732570 + Penalty 3372.520148 = -3503055.212422
  nChanged 105
		SP:Iteration 78Q (55432.570000 sec): 3 clusters
  Score: Raw -3506471.306837 + Penalty 3372.520148 = -3503098.786689
  nChanged 104
		SP:Iteration 79Q (55432.940000 sec): 3 clusters
  Score: Raw -3506507.534386 + Penalty 3372.520148 = -3503135.014238
  nChanged 67
		SP:Iteration 80F (55433.280000 sec): 3 clusters
  Score: Raw -3506535.819135 + Penalty 3372.520148 = -3503163.298987
  nChanged 63
		SP:Iteration 81Q (55433.630000 sec): 3 clusters
  Score: Raw -3506566.096943 + Penalty 3372.520148 = -3503193.576795
  nChanged 65
		SP:Iteration 82Q (55433.970000 sec): 3 clusters
  Score: Raw -3506592.709689 + Penalty 3372.520148 = -3503220.189541
  nChanged 60
		SP:Iteration 83Q (55434.280000 sec): 3 clusters
  Score: Raw -3506610.920126 + Penalty 3372.520148 = -3503238.399978
  nChanged 46
		SP:Iteration 84Q (55434.610000 sec): 3 clusters
  Score: Raw -3506626.741918 + Penalty 3372.520148 = -3503254.221770
  nChanged 39
		SP:Iteration 85Q (55434.940000 sec): 3 clusters
  Score: Raw -3506637.569102 + Penalty 3372.520148 = -3503265.048954
  nChanged 30
		SP:Iteration 86Q (55435.260000 sec): 3 clusters
  Score: Raw -3506647.074330 + Penalty 3372.520148 = -3503274.554182
  nChanged 31
		SP:Iteration 87Q (55435.620000 sec): 3 clusters
  Score: Raw -3506658.676483 + Penalty 3372.520148 = -3503286.156335
  nChanged 30
		SP:Iteration 88Q (55435.930000 sec): 3 clusters
  Score: Raw -3506669.955255 + Penalty 3372.520148 = -3503297.435107
  nChanged 30
		SP:Iteration 89Q (55436.210000 sec): 3 clusters
  Score: Raw -3506680.948918 + Penalty 3372.520148 = -3503308.428770
  nChanged 24
		SP:Iteration 90Q (55436.540000 sec): 3 clusters
  Score: Raw -3506687.742004 + Penalty 3372.520148 = -3503315.221856
  nChanged 19
		SP:Iteration 91Q (55436.820000 sec): 3 clusters
  Score: Raw -3506695.508017 + Penalty 3372.520148 = -3503322.987869
  nChanged 20
		SP:Iteration 92Q (55437.160000 sec): 3 clusters
  Score: Raw -3506703.413656 + Penalty 3372.520148 = -3503330.893508
  nChanged 18
		SP:Iteration 93Q (55437.440000 sec): 3 clusters
  Score: Raw -3506709.149968 + Penalty 3372.520148 = -3503336.629820
  nChanged 13
		SP:Iteration 94Q (55437.750000 sec): 3 clusters
  Score: Raw -3506713.675837 + Penalty 3372.520148 = -3503341.155689
  nChanged 17
		SP:Iteration 95Q (55438.040000 sec): 3 clusters
  Score: Raw -3506719.395538 + Penalty 3372.520148 = -3503346.875389
  nChanged 13
		SP:Iteration 96Q (55438.360000 sec): 3 clusters
  Score: Raw -3506722.316084 + Penalty 3372.520148 = -3503349.795936
  nChanged 6
		SP:Iteration 97Q (55438.730000 sec): 3 clusters
  Score: Raw -3506724.690384 + Penalty 3372.520148 = -3503352.170235
  nChanged 6
		SP:Iteration 98Q (55439.030000 sec): 3 clusters
  Score: Raw -3506726.434977 + Penalty 3372.520148 = -3503353.914828
  nChanged 8
		SP:Iteration 99Q (55439.360000 sec): 3 clusters
  Score: Raw -3506729.397867 + Penalty 3372.520148 = -3503356.877719
  nChanged 4
		SP:Iteration 100F (55439.670000 sec): 3 clusters
  Score: Raw -3506731.097897 + Penalty 3372.520148 = -3503358.577749
  nChanged 9
		SP:Iteration 101Q (55440.010000 sec): 3 clusters
  Score: Raw -3506734.479061 + Penalty 3372.520148 = -3503361.958913
  nChanged 7
		SP:Iteration 102Q (55440.310000 sec): 3 clusters
  Score: Raw -3506736.763962 + Penalty 3372.520148 = -3503364.243813
  nChanged 8
		SP:Iteration 103Q (55440.590000 sec): 3 clusters
  Score: Raw -3506740.290468 + Penalty 3372.520148 = -3503367.770320
  nChanged 14
		SP:Iteration 104Q (55440.910000 sec): 3 clusters
  Score: Raw -3506746.914735 + Penalty 3372.520148 = -3503374.394587
  nChanged 12
		SP:Iteration 105Q (55441.230000 sec): 3 clusters
  Score: Raw -3506751.318427 + Penalty 3372.520148 = -3503378.798279
  nChanged 9
		SP:Iteration 106Q (55441.490000 sec): 3 clusters
  Score: Raw -3506753.676770 + Penalty 3372.520148 = -3503381.156622
  nChanged 6
		SP:Iteration 107Q (55441.790000 sec): 3 clusters
  Score: Raw -3506755.510507 + Penalty 3372.520148 = -3503382.990359
  nChanged 4
		SP:Iteration 108Q (55442.050000 sec): 3 clusters
  Score: Raw -3506756.567817 + Penalty 3372.520148 = -3503384.047669
  nChanged 3
		SP:Iteration 109Q (55442.370000 sec): 3 clusters
  Score: Raw -3506757.559120 + Penalty 3372.520148 = -3503385.038972
  nChanged 0
		SP:Iteration 110F (55442.730000 sec): 3 clusters
  Score: Raw -3506757.559120 + Penalty 3372.520148 = -3503385.038972
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (180672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55443.540000 sec): 2 clusters
  Score: Raw -20280316.978245 + Penalty 1966.971258 = -20278350.006987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55444.840000 sec): 3 clusters
  Score: Raw -20160832.537701 + Penalty 3933.942516 = -20156898.595185
  nChanged 87442
		SP:Iteration 1F (55446.120000 sec): 3 clusters
  Score: Raw -20215033.314406 + Penalty 3933.942516 = -20211099.371890
  nChanged 8659
		SP:Iteration 2Q (55447.690000 sec): 3 clusters
  Score: Raw -20218681.425792 + Penalty 3933.942516 = -20214747.483276
  nChanged 10401
		SP:Iteration 3F (55449.030000 sec): 3 clusters
  Score: Raw -20224221.238924 + Penalty 3933.942516 = -20220287.296408
  nChanged 12187
		SP:Iteration 4F (55450.240000 sec): 3 clusters
  Score: Raw -20232005.186996 + Penalty 3933.942516 = -20228071.244480
  nChanged 13408
		SP:Iteration 5F (55451.350000 sec): 3 clusters
  Score: Raw -20241959.593550 + Penalty 3933.942516 = -20238025.651034
  nChanged 13260
		SP:Iteration 6F (55452.510000 sec): 3 clusters
  Score: Raw -20253064.403372 + Penalty 3933.942516 = -20249130.460855
  nChanged 11634
		SP:Iteration 7F (55453.560000 sec): 3 clusters
  Score: Raw -20263397.178028 + Penalty 3933.942516 = -20259463.235511
  nChanged 8664
		SP:Iteration 8Q (55454.590000 sec): 3 clusters
  Score: Raw -20271163.661118 + Penalty 3933.942516 = -20267229.718601
  nChanged 5455
		SP:Iteration 9Q (55455.630000 sec): 3 clusters
  Score: Raw -20275863.480792 + Penalty 3933.942516 = -20271929.538276
  nChanged 3005
		SP:Iteration 10Q (55456.590000 sec): 3 clusters
  Score: Raw -20278201.645806 + Penalty 3933.942516 = -20274267.703290
  nChanged 1663
		SP:Iteration 11Q (55457.530000 sec): 3 clusters
  Score: Raw -20279384.185614 + Penalty 3933.942516 = -20275450.243098
  nChanged 876
		SP:Iteration 12Q (55458.380000 sec): 3 clusters
  Score: Raw -20279957.967922 + Penalty 3933.942516 = -20276024.025406
  nChanged 505
		SP:Iteration 13Q (55459.220000 sec): 3 clusters
  Score: Raw -20280311.234589 + Penalty 3933.942516 = -20276377.292073
  nChanged 337
		SP:Iteration 14Q (55460.030000 sec): 3 clusters
  Score: Raw -20280555.703682 + Penalty 3933.942516 = -20276621.761165
  nChanged 220
		SP:Iteration 15Q (55460.860000 sec): 3 clusters
  Score: Raw -20280687.065397 + Penalty 3933.942516 = -20276753.122881
  nChanged 158
		SP:Iteration 16Q (55461.680000 sec): 3 clusters
  Score: Raw -20280779.809193 + Penalty 3933.942516 = -20276845.866677
  nChanged 144
		SP:Iteration 17Q (55462.520000 sec): 3 clusters
  Score: Raw -20280865.002632 + Penalty 3933.942516 = -20276931.060116
  nChanged 112
		SP:Iteration 18Q (55463.380000 sec): 3 clusters
  Score: Raw -20280928.026926 + Penalty 3933.942516 = -20276994.084409
  nChanged 100
		SP:Iteration 19Q (55464.300000 sec): 3 clusters
  Score: Raw -20280986.816426 + Penalty 3933.942516 = -20277052.873910
  nChanged 78
		SP:Iteration 20F (55465.250000 sec): 3 clusters
  Score: Raw -20281035.532647 + Penalty 3933.942516 = -20277101.590131
  nChanged 68
		SP:Iteration 21Q (55466.150000 sec): 3 clusters
  Score: Raw -20281071.860337 + Penalty 3933.942516 = -20277137.917821
  nChanged 67
		SP:Iteration 22Q (55467.030000 sec): 3 clusters
  Score: Raw -20281097.667601 + Penalty 3933.942516 = -20277163.725085
  nChanged 48
		SP:Iteration 23Q (55467.970000 sec): 3 clusters
  Score: Raw -20281121.184542 + Penalty 3933.942516 = -20277187.242026
  nChanged 53
		SP:Iteration 24Q (55468.820000 sec): 3 clusters
  Score: Raw -20281145.271204 + Penalty 3933.942516 = -20277211.328688
  nChanged 40
		SP:Iteration 25Q (55469.730000 sec): 3 clusters
  Score: Raw -20281160.182789 + Penalty 3933.942516 = -20277226.240273
  nChanged 47
		SP:Iteration 26Q (55470.630000 sec): 3 clusters
  Score: Raw -20281178.772809 + Penalty 3933.942516 = -20277244.830293
  nChanged 40
		SP:Iteration 27Q (55471.510000 sec): 3 clusters
  Score: Raw -20281192.138417 + Penalty 3933.942516 = -20277258.195900
  nChanged 29
		SP:Iteration 28Q (55472.410000 sec): 3 clusters
  Score: Raw -20281201.201051 + Penalty 3933.942516 = -20277267.258535
  nChanged 27
		SP:Iteration 29Q (55473.350000 sec): 3 clusters
  Score: Raw -20281209.012564 + Penalty 3933.942516 = -20277275.070048
  nChanged 26
		SP:Iteration 30Q (55474.280000 sec): 3 clusters
  Score: Raw -20281217.553079 + Penalty 3933.942516 = -20277283.610563
  nChanged 22
		SP:Iteration 31Q (55475.140000 sec): 3 clusters
  Score: Raw -20281223.979863 + Penalty 3933.942516 = -20277290.037346
  nChanged 15
		SP:Iteration 32Q (55476.070000 sec): 3 clusters
  Score: Raw -20281227.376937 + Penalty 3933.942516 = -20277293.434421
  nChanged 11
		SP:Iteration 33Q (55477.070000 sec): 3 clusters
  Score: Raw -20281230.144626 + Penalty 3933.942516 = -20277296.202109
  nChanged 11
		SP:Iteration 34Q (55477.990000 sec): 3 clusters
  Score: Raw -20281233.426604 + Penalty 3933.942516 = -20277299.484088
  nChanged 14
		SP:Iteration 35Q (55478.910000 sec): 3 clusters
  Score: Raw -20281236.348475 + Penalty 3933.942516 = -20277302.405959
  nChanged 15
		SP:Iteration 36Q (55479.820000 sec): 3 clusters
  Score: Raw -20281239.843985 + Penalty 3933.942516 = -20277305.901469
  nChanged 8
		SP:Iteration 37Q (55480.730000 sec): 3 clusters
  Score: Raw -20281242.134545 + Penalty 3933.942516 = -20277308.192028
  nChanged 9
		SP:Iteration 38Q (55481.650000 sec): 3 clusters
  Score: Raw -20281244.408588 + Penalty 3933.942516 = -20277310.466071
  nChanged 12
		SP:Iteration 39Q (55482.530000 sec): 3 clusters
  Score: Raw -20281246.760205 + Penalty 3933.942516 = -20277312.817688
  nChanged 3
		SP:Iteration 40F (55483.500000 sec): 3 clusters
  Score: Raw -20281247.343844 + Penalty 3933.942516 = -20277313.401328
  nChanged 3
		SP:Iteration 41Q (55484.320000 sec): 3 clusters
  Score: Raw -20281247.818033 + Penalty 3933.942516 = -20277313.875517
  nChanged 2
		SP:Iteration 42Q (55485.200000 sec): 3 clusters
  Score: Raw -20281248.017788 + Penalty 3933.942516 = -20277314.075272
  nChanged 3
		SP:Iteration 43Q (55486.040000 sec): 3 clusters
  Score: Raw -20281248.614873 + Penalty 3933.942516 = -20277314.672356
  nChanged 6
		SP:Iteration 44Q (55486.960000 sec): 3 clusters
  Score: Raw -20281249.995384 + Penalty 3933.942516 = -20277316.052868
  nChanged 6
		SP:Iteration 45Q (55487.810000 sec): 3 clusters
  Score: Raw -20281251.135733 + Penalty 3933.942516 = -20277317.193217
  nChanged 6
		SP:Iteration 46Q (55488.660000 sec): 3 clusters
  Score: Raw -20281252.672776 + Penalty 3933.942516 = -20277318.730259
  nChanged 6
		SP:Iteration 47Q (55489.610000 sec): 3 clusters
  Score: Raw -20281254.264157 + Penalty 3933.942516 = -20277320.321641
  nChanged 6
		SP:Iteration 48Q (55490.480000 sec): 3 clusters
  Score: Raw -20281255.500831 + Penalty 3933.942516 = -20277321.558314
  nChanged 6
		SP:Iteration 49Q (55491.370000 sec): 3 clusters
  Score: Raw -20281257.115989 + Penalty 3933.942516 = -20277323.173473
  nChanged 10
		SP:Iteration 50Q (55492.330000 sec): 3 clusters
  Score: Raw -20281260.144386 + Penalty 3933.942516 = -20277326.201870
  nChanged 11
		SP:Iteration 51Q (55493.130000 sec): 3 clusters
  Score: Raw -20281262.196701 + Penalty 3933.942516 = -20277328.254185
  nChanged 7
		SP:Iteration 52Q (55493.940000 sec): 3 clusters
  Score: Raw -20281263.511464 + Penalty 3933.942516 = -20277329.568948
  nChanged 8
		SP:Iteration 53Q (55494.810000 sec): 3 clusters
  Score: Raw -20281265.058126 + Penalty 3933.942516 = -20277331.115610
  nChanged 5
		SP:Iteration 54Q (55495.630000 sec): 3 clusters
  Score: Raw -20281266.567686 + Penalty 3933.942516 = -20277332.625170
  nChanged 4
		SP:Iteration 55Q (55496.430000 sec): 3 clusters
  Score: Raw -20281267.335781 + Penalty 3933.942516 = -20277333.393265
  nChanged 2
		SP:Iteration 56Q (55497.270000 sec): 3 clusters
  Score: Raw -20281267.524711 + Penalty 3933.942516 = -20277333.582195
  nChanged 1
		SP:Iteration 57Q (55498.170000 sec): 3 clusters
  Score: Raw -20281267.610031 + Penalty 3933.942516 = -20277333.667515
  nChanged 0
		SP:Iteration 58F (55499.140000 sec): 3 clusters
  Score: Raw -20281267.610031 + Penalty 3933.942516 = -20277333.667515
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (26590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55499.470000 sec): 2 clusters
  Score: Raw -2670296.196923 + Penalty 1655.597204 = -2668640.599719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55499.830000 sec): 3 clusters
  Score: Raw -2654034.070427 + Penalty 3311.194407 = -2650722.876019
  nChanged 12139
		SP:Iteration 1F (55500.210000 sec): 3 clusters
  Score: Raw -2661408.016978 + Penalty 3311.194407 = -2658096.822570
  nChanged 1790
		SP:Iteration 2F (55500.510000 sec): 3 clusters
  Score: Raw -2662504.573076 + Penalty 3311.194407 = -2659193.378668
  nChanged 1875
		SP:Iteration 3F (55500.850000 sec): 3 clusters
  Score: Raw -2663693.251906 + Penalty 3311.194407 = -2660382.057498
  nChanged 1809
		SP:Iteration 4F (55501.130000 sec): 3 clusters
  Score: Raw -2664828.064301 + Penalty 3311.194407 = -2661516.869893
  nChanged 1594
		SP:Iteration 5F (55501.440000 sec): 3 clusters
  Score: Raw -2665712.130896 + Penalty 3311.194407 = -2662400.936488
  nChanged 1352
		SP:Iteration 6F (55501.790000 sec): 3 clusters
  Score: Raw -2666395.668918 + Penalty 3311.194407 = -2663084.474510
  nChanged 1123
		SP:Iteration 7Q (55502.130000 sec): 3 clusters
  Score: Raw -2666912.951295 + Penalty 3311.194407 = -2663601.756888
  nChanged 939
		SP:Iteration 8Q (55502.490000 sec): 3 clusters
  Score: Raw -2667316.275155 + Penalty 3311.194407 = -2664005.080747
  nChanged 785
		SP:Iteration 9Q (55502.830000 sec): 3 clusters
  Score: Raw -2667639.561088 + Penalty 3311.194407 = -2664328.366680
  nChanged 681
		SP:Iteration 10Q (55503.180000 sec): 3 clusters
  Score: Raw -2667901.601015 + Penalty 3311.194407 = -2664590.406607
  nChanged 605
		SP:Iteration 11Q (55503.510000 sec): 3 clusters
  Score: Raw -2668109.957660 + Penalty 3311.194407 = -2664798.763252
  nChanged 501
		SP:Iteration 12Q (55503.810000 sec): 3 clusters
  Score: Raw -2668256.017898 + Penalty 3311.194407 = -2664944.823491
  nChanged 451
		SP:Iteration 13Q (55504.170000 sec): 3 clusters
  Score: Raw -2668368.448139 + Penalty 3311.194407 = -2665057.253732
  nChanged 355
		SP:Iteration 14Q (55504.480000 sec): 3 clusters
  Score: Raw -2668450.745404 + Penalty 3311.194407 = -2665139.550996
  nChanged 304
		SP:Iteration 15Q (55504.770000 sec): 3 clusters
  Score: Raw -2668509.121203 + Penalty 3311.194407 = -2665197.926796
  nChanged 240
		SP:Iteration 16Q (55505.130000 sec): 3 clusters
  Score: Raw -2668556.460753 + Penalty 3311.194407 = -2665245.266346
  nChanged 224
		SP:Iteration 17Q (55505.540000 sec): 3 clusters
  Score: Raw -2668599.483518 + Penalty 3311.194407 = -2665288.289111
  nChanged 213
		SP:Iteration 18Q (55505.810000 sec): 3 clusters
  Score: Raw -2668634.880020 + Penalty 3311.194407 = -2665323.685613
  nChanged 203
		SP:Iteration 19Q (55506.170000 sec): 3 clusters
  Score: Raw -2668666.939922 + Penalty 3311.194407 = -2665355.745514
  nChanged 186
		SP:Iteration 20F (55506.520000 sec): 3 clusters
  Score: Raw -2668693.634794 + Penalty 3311.194407 = -2665382.440386
  nChanged 167
		SP:Iteration 21Q (55506.810000 sec): 3 clusters
  Score: Raw -2668717.673467 + Penalty 3311.194407 = -2665406.479060
  nChanged 163
		SP:Iteration 22Q (55507.140000 sec): 3 clusters
  Score: Raw -2668740.076389 + Penalty 3311.194407 = -2665428.881982
  nChanged 138
		SP:Iteration 23Q (55507.460000 sec): 3 clusters
  Score: Raw -2668763.491954 + Penalty 3311.194407 = -2665452.297547
  nChanged 151
		SP:Iteration 24Q (55507.790000 sec): 3 clusters
  Score: Raw -2668786.844590 + Penalty 3311.194407 = -2665475.650182
  nChanged 136
		SP:Iteration 25Q (55508.090000 sec): 3 clusters
  Score: Raw -2668805.637143 + Penalty 3311.194407 = -2665494.442736
  nChanged 129
		SP:Iteration 26Q (55508.460000 sec): 3 clusters
  Score: Raw -2668825.601948 + Penalty 3311.194407 = -2665514.407541
  nChanged 157
		SP:Iteration 27Q (55508.780000 sec): 3 clusters
  Score: Raw -2668847.830063 + Penalty 3311.194407 = -2665536.635655
  nChanged 147
		SP:Iteration 28Q (55509.110000 sec): 3 clusters
  Score: Raw -2668865.559298 + Penalty 3311.194407 = -2665554.364890
  nChanged 125
		SP:Iteration 29Q (55509.490000 sec): 3 clusters
  Score: Raw -2668878.145343 + Penalty 3311.194407 = -2665566.950936
  nChanged 109
		SP:Iteration 30Q (55509.790000 sec): 3 clusters
  Score: Raw -2668889.435861 + Penalty 3311.194407 = -2665578.241454
  nChanged 110
		SP:Iteration 31Q (55510.110000 sec): 3 clusters
  Score: Raw -2668900.360754 + Penalty 3311.194407 = -2665589.166347
  nChanged 82
		SP:Iteration 32Q (55510.530000 sec): 3 clusters
  Score: Raw -2668907.613061 + Penalty 3311.194407 = -2665596.418654
  nChanged 82
		SP:Iteration 33Q (55510.870000 sec): 3 clusters
  Score: Raw -2668915.664692 + Penalty 3311.194407 = -2665604.470285
  nChanged 74
		SP:Iteration 34Q (55511.230000 sec): 3 clusters
  Score: Raw -2668922.537983 + Penalty 3311.194407 = -2665611.343575
  nChanged 59
		SP:Iteration 35Q (55511.610000 sec): 3 clusters
  Score: Raw -2668926.803989 + Penalty 3311.194407 = -2665615.609582
  nChanged 72
		SP:Iteration 36Q (55511.920000 sec): 3 clusters
  Score: Raw -2668932.188171 + Penalty 3311.194407 = -2665620.993763
  nChanged 73
		SP:Iteration 37Q (55512.270000 sec): 3 clusters
  Score: Raw -2668937.739486 + Penalty 3311.194407 = -2665626.545078
  nChanged 55
		SP:Iteration 38Q (55512.590000 sec): 3 clusters
  Score: Raw -2668942.260952 + Penalty 3311.194407 = -2665631.066545
  nChanged 57
		SP:Iteration 39Q (55512.920000 sec): 3 clusters
  Score: Raw -2668947.139515 + Penalty 3311.194407 = -2665635.945107
  nChanged 67
		SP:Iteration 40F (55513.270000 sec): 3 clusters
  Score: Raw -2668952.731948 + Penalty 3311.194407 = -2665641.537540
  nChanged 75
		SP:Iteration 41Q (55513.660000 sec): 3 clusters
  Score: Raw -2668959.350586 + Penalty 3311.194407 = -2665648.156179
  nChanged 77
		SP:Iteration 42Q (55513.950000 sec): 3 clusters
  Score: Raw -2668966.521734 + Penalty 3311.194407 = -2665655.327326
  nChanged 77
		SP:Iteration 43Q (55514.300000 sec): 3 clusters
  Score: Raw -2668973.100757 + Penalty 3311.194407 = -2665661.906350
  nChanged 74
		SP:Iteration 44Q (55514.640000 sec): 3 clusters
  Score: Raw -2668979.447182 + Penalty 3311.194407 = -2665668.252775
  nChanged 63
		SP:Iteration 45Q (55514.950000 sec): 3 clusters
  Score: Raw -2668984.698702 + Penalty 3311.194407 = -2665673.504294
  nChanged 65
		SP:Iteration 46Q (55515.300000 sec): 3 clusters
  Score: Raw -2668990.180080 + Penalty 3311.194407 = -2665678.985673
  nChanged 68
		SP:Iteration 47Q (55515.680000 sec): 3 clusters
  Score: Raw -2668996.407218 + Penalty 3311.194407 = -2665685.212811
  nChanged 81
		SP:Iteration 48Q (55516.020000 sec): 3 clusters
  Score: Raw -2669003.346808 + Penalty 3311.194407 = -2665692.152400
  nChanged 69
		SP:Iteration 49Q (55516.360000 sec): 3 clusters
  Score: Raw -2669008.881517 + Penalty 3311.194407 = -2665697.687109
  nChanged 64
		SP:Iteration 50Q (55516.710000 sec): 3 clusters
  Score: Raw -2669013.337429 + Penalty 3311.194407 = -2665702.143021
  nChanged 50
		SP:Iteration 51Q (55517.040000 sec): 3 clusters
  Score: Raw -2669017.747476 + Penalty 3311.194407 = -2665706.553068
  nChanged 52
		SP:Iteration 52Q (55517.380000 sec): 3 clusters
  Score: Raw -2669021.288973 + Penalty 3311.194407 = -2665710.094566
  nChanged 48
		SP:Iteration 53Q (55517.700000 sec): 3 clusters
  Score: Raw -2669024.820375 + Penalty 3311.194407 = -2665713.625968
  nChanged 48
		SP:Iteration 54Q (55518.080000 sec): 3 clusters
  Score: Raw -2669028.552643 + Penalty 3311.194407 = -2665717.358236
  nChanged 56
		SP:Iteration 55Q (55518.460000 sec): 3 clusters
  Score: Raw -2669032.673829 + Penalty 3311.194407 = -2665721.479421
  nChanged 48
		SP:Iteration 56Q (55518.760000 sec): 3 clusters
  Score: Raw -2669035.757096 + Penalty 3311.194407 = -2665724.562689
  nChanged 51
		SP:Iteration 57Q (55519.100000 sec): 3 clusters
  Score: Raw -2669038.935143 + Penalty 3311.194407 = -2665727.740736
  nChanged 39
		SP:Iteration 58Q (55519.480000 sec): 3 clusters
  Score: Raw -2669041.379321 + Penalty 3311.194407 = -2665730.184914
  nChanged 35
		SP:Iteration 59Q (55519.780000 sec): 3 clusters
  Score: Raw -2669043.233322 + Penalty 3311.194407 = -2665732.038914
  nChanged 35
		SP:Iteration 60F (55520.120000 sec): 3 clusters
  Score: Raw -2669045.165638 + Penalty 3311.194407 = -2665733.971231
  nChanged 37
		SP:Iteration 61Q (55520.410000 sec): 3 clusters
  Score: Raw -2669047.997643 + Penalty 3311.194407 = -2665736.803236
  nChanged 55
		SP:Iteration 62Q (55520.690000 sec): 3 clusters
  Score: Raw -2669051.889480 + Penalty 3311.194407 = -2665740.695073
  nChanged 45
		SP:Iteration 63Q (55520.980000 sec): 3 clusters
  Score: Raw -2669054.478199 + Penalty 3311.194407 = -2665743.283792
  nChanged 47
		SP:Iteration 64Q (55521.300000 sec): 3 clusters
  Score: Raw -2669057.490585 + Penalty 3311.194407 = -2665746.296178
  nChanged 39
		SP:Iteration 65Q (55521.640000 sec): 3 clusters
  Score: Raw -2669059.791612 + Penalty 3311.194407 = -2665748.597205
  nChanged 37
		SP:Iteration 66Q (55521.890000 sec): 3 clusters
  Score: Raw -2669062.052033 + Penalty 3311.194407 = -2665750.857626
  nChanged 43
		SP:Iteration 67Q (55522.160000 sec): 3 clusters
  Score: Raw -2669065.536058 + Penalty 3311.194407 = -2665754.341651
  nChanged 52
		SP:Iteration 68Q (55522.510000 sec): 3 clusters
  Score: Raw -2669069.538153 + Penalty 3311.194407 = -2665758.343745
  nChanged 54
		SP:Iteration 69Q (55522.780000 sec): 3 clusters
  Score: Raw -2669073.678538 + Penalty 3311.194407 = -2665762.484131
  nChanged 54
		SP:Iteration 70Q (55523.090000 sec): 3 clusters
  Score: Raw -2669077.845015 + Penalty 3311.194407 = -2665766.650607
  nChanged 48
		SP:Iteration 71Q (55523.420000 sec): 3 clusters
  Score: Raw -2669081.023738 + Penalty 3311.194407 = -2665769.829331
  nChanged 53
		SP:Iteration 72Q (55523.690000 sec): 3 clusters
  Score: Raw -2669085.206816 + Penalty 3311.194407 = -2665774.012408
  nChanged 65
		SP:Iteration 73Q (55524.010000 sec): 3 clusters
  Score: Raw -2669090.633382 + Penalty 3311.194407 = -2665779.438974
  nChanged 69
		SP:Iteration 74Q (55524.360000 sec): 3 clusters
  Score: Raw -2669096.864432 + Penalty 3311.194407 = -2665785.670025
  nChanged 74
		SP:Iteration 75Q (55524.680000 sec): 3 clusters
  Score: Raw -2669104.375731 + Penalty 3311.194407 = -2665793.181324
  nChanged 68
		SP:Iteration 76Q (55524.990000 sec): 3 clusters
  Score: Raw -2669110.423670 + Penalty 3311.194407 = -2665799.229263
  nChanged 71
		SP:Iteration 77Q (55525.290000 sec): 3 clusters
  Score: Raw -2669117.328784 + Penalty 3311.194407 = -2665806.134376
  nChanged 83
		SP:Iteration 78Q (55525.530000 sec): 3 clusters
  Score: Raw -2669125.986135 + Penalty 3311.194407 = -2665814.791728
  nChanged 85
		SP:Iteration 79Q (55525.890000 sec): 3 clusters
  Score: Raw -2669134.428763 + Penalty 3311.194407 = -2665823.234356
  nChanged 78
		SP:Iteration 80F (55526.220000 sec): 3 clusters
  Score: Raw -2669141.379421 + Penalty 3311.194407 = -2665830.185014
  nChanged 85
		SP:Iteration 81Q (55526.550000 sec): 3 clusters
  Score: Raw -2669148.361785 + Penalty 3311.194407 = -2665837.167378
  nChanged 69
		SP:Iteration 82Q (55526.870000 sec): 3 clusters
  Score: Raw -2669154.335069 + Penalty 3311.194407 = -2665843.140662
  nChanged 60
		SP:Iteration 83Q (55527.210000 sec): 3 clusters
  Score: Raw -2669158.984063 + Penalty 3311.194407 = -2665847.789656
  nChanged 65
		SP:Iteration 84Q (55527.550000 sec): 3 clusters
  Score: Raw -2669164.813318 + Penalty 3311.194407 = -2665853.618910
  nChanged 64
		SP:Iteration 85Q (55527.850000 sec): 3 clusters
  Score: Raw -2669169.954928 + Penalty 3311.194407 = -2665858.760521
  nChanged 58
		SP:Iteration 86Q (55528.250000 sec): 3 clusters
  Score: Raw -2669176.139502 + Penalty 3311.194407 = -2665864.945095
  nChanged 73
		SP:Iteration 87Q (55528.580000 sec): 3 clusters
  Score: Raw -2669183.403654 + Penalty 3311.194407 = -2665872.209247
  nChanged 81
		SP:Iteration 88Q (55528.910000 sec): 3 clusters
  Score: Raw -2669190.838584 + Penalty 3311.194407 = -2665879.644177
  nChanged 86
		SP:Iteration 89Q (55529.250000 sec): 3 clusters
  Score: Raw -2669199.449785 + Penalty 3311.194407 = -2665888.255378
  nChanged 83
		SP:Iteration 90Q (55529.660000 sec): 3 clusters
  Score: Raw -2669206.827810 + Penalty 3311.194407 = -2665895.633403
  nChanged 76
		SP:Iteration 91Q (55529.990000 sec): 3 clusters
  Score: Raw -2669213.191711 + Penalty 3311.194407 = -2665901.997303
  nChanged 83
		SP:Iteration 92Q (55530.350000 sec): 3 clusters
  Score: Raw -2669219.344772 + Penalty 3311.194407 = -2665908.150364
  nChanged 78
		SP:Iteration 93Q (55530.630000 sec): 3 clusters
  Score: Raw -2669225.595421 + Penalty 3311.194407 = -2665914.401014
  nChanged 74
		SP:Iteration 94Q (55530.960000 sec): 3 clusters
  Score: Raw -2669231.609176 + Penalty 3311.194407 = -2665920.414768
  nChanged 84
		SP:Iteration 95Q (55531.300000 sec): 3 clusters
  Score: Raw -2669239.475182 + Penalty 3311.194407 = -2665928.280775
  nChanged 88
		SP:Iteration 96Q (55531.650000 sec): 3 clusters
  Score: Raw -2669249.888420 + Penalty 3311.194407 = -2665938.694012
  nChanged 97
		SP:Iteration 97Q (55532.030000 sec): 3 clusters
  Score: Raw -2669261.183877 + Penalty 3311.194407 = -2665949.989469
  nChanged 101
		SP:Iteration 98Q (55532.390000 sec): 3 clusters
  Score: Raw -2669271.882369 + Penalty 3311.194407 = -2665960.687962
  nChanged 99
		SP:Iteration 99Q (55532.730000 sec): 3 clusters
  Score: Raw -2669282.533668 + Penalty 3311.194407 = -2665971.339260
  nChanged 83
		SP:Iteration 100F (55533.070000 sec): 3 clusters
  Score: Raw -2669290.659899 + Penalty 3311.194407 = -2665979.465492
  nChanged 84
		SP:Iteration 101Q (55533.460000 sec): 3 clusters
  Score: Raw -2669299.704252 + Penalty 3311.194407 = -2665988.509845
  nChanged 81
		SP:Iteration 102Q (55533.800000 sec): 3 clusters
  Score: Raw -2669307.496029 + Penalty 3311.194407 = -2665996.301622
  nChanged 76
		SP:Iteration 103Q (55534.150000 sec): 3 clusters
  Score: Raw -2669313.818924 + Penalty 3311.194407 = -2666002.624516
  nChanged 78
		SP:Iteration 104Q (55534.530000 sec): 3 clusters
  Score: Raw -2669321.374486 + Penalty 3311.194407 = -2666010.180079
  nChanged 74
		SP:Iteration 105Q (55534.850000 sec): 3 clusters
  Score: Raw -2669328.362993 + Penalty 3311.194407 = -2666017.168586
  nChanged 62
		SP:Iteration 106Q (55535.190000 sec): 3 clusters
  Score: Raw -2669333.814115 + Penalty 3311.194407 = -2666022.619708
  nChanged 63
		SP:Iteration 107Q (55535.480000 sec): 3 clusters
  Score: Raw -2669339.760388 + Penalty 3311.194407 = -2666028.565981
  nChanged 56
		SP:Iteration 108Q (55535.790000 sec): 3 clusters
  Score: Raw -2669346.228910 + Penalty 3311.194407 = -2666035.034503
  nChanged 77
		SP:Iteration 109Q (55536.090000 sec): 3 clusters
  Score: Raw -2669354.653566 + Penalty 3311.194407 = -2666043.459159
  nChanged 79
		SP:Iteration 110Q (55536.390000 sec): 3 clusters
  Score: Raw -2669362.077886 + Penalty 3311.194407 = -2666050.883479
  nChanged 82
		SP:Iteration 111Q (55536.670000 sec): 3 clusters
  Score: Raw -2669370.186735 + Penalty 3311.194407 = -2666058.992328
  nChanged 97
		SP:Iteration 112Q (55536.960000 sec): 3 clusters
  Score: Raw -2669381.730510 + Penalty 3311.194407 = -2666070.536103
  nChanged 108
		SP:Iteration 113Q (55537.240000 sec): 3 clusters
  Score: Raw -2669394.689685 + Penalty 3311.194407 = -2666083.495277
  nChanged 108
		SP:Iteration 114Q (55537.530000 sec): 3 clusters
  Score: Raw -2669409.142045 + Penalty 3311.194407 = -2666097.947638
  nChanged 123
		SP:Iteration 115Q (55537.800000 sec): 3 clusters
  Score: Raw -2669429.255536 + Penalty 3311.194407 = -2666118.061128
  nChanged 139
		SP:Iteration 116Q (55538.110000 sec): 3 clusters
  Score: Raw -2669450.856963 + Penalty 3311.194407 = -2666139.662556
  nChanged 132
		SP:Iteration 117Q (55538.430000 sec): 3 clusters
  Score: Raw -2669472.163330 + Penalty 3311.194407 = -2666160.968923
  nChanged 145
		SP:Iteration 118Q (55538.670000 sec): 3 clusters
  Score: Raw -2669495.372228 + Penalty 3311.194407 = -2666184.177821
  nChanged 142
		SP:Iteration 119Q (55538.970000 sec): 3 clusters
  Score: Raw -2669516.145594 + Penalty 3311.194407 = -2666204.951187
  nChanged 133
		SP:Iteration 120F (55539.230000 sec): 3 clusters
  Score: Raw -2669535.616246 + Penalty 3311.194407 = -2666224.421838
  nChanged 140
		SP:Iteration 121Q (55539.500000 sec): 3 clusters
  Score: Raw -2669556.432138 + Penalty 3311.194407 = -2666245.237731
  nChanged 136
		SP:Iteration 122Q (55539.840000 sec): 3 clusters
  Score: Raw -2669578.638060 + Penalty 3311.194407 = -2666267.443653
  nChanged 148
		SP:Iteration 123Q (55540.110000 sec): 3 clusters
  Score: Raw -2669603.878166 + Penalty 3311.194407 = -2666292.683758
  nChanged 150
		SP:Iteration 124Q (55540.360000 sec): 3 clusters
  Score: Raw -2669631.551102 + Penalty 3311.194407 = -2666320.356695
  nChanged 160
		SP:Iteration 125Q (55540.680000 sec): 3 clusters
  Score: Raw -2669659.319406 + Penalty 3311.194407 = -2666348.124999
  nChanged 130
		SP:Iteration 126Q (55540.960000 sec): 3 clusters
  Score: Raw -2669677.946053 + Penalty 3311.194407 = -2666366.751645
  nChanged 128
		SP:Iteration 127Q (55541.260000 sec): 3 clusters
  Score: Raw -2669698.759166 + Penalty 3311.194407 = -2666387.564758
  nChanged 141
		SP:Iteration 128Q (55541.520000 sec): 3 clusters
  Score: Raw -2669721.132210 + Penalty 3311.194407 = -2666409.937802
  nChanged 155
		SP:Iteration 129Q (55541.860000 sec): 3 clusters
  Score: Raw -2669748.096371 + Penalty 3311.194407 = -2666436.901964
  nChanged 146
		SP:Iteration 130Q (55542.170000 sec): 3 clusters
  Score: Raw -2669773.694965 + Penalty 3311.194407 = -2666462.500558
  nChanged 154
		SP:Iteration 131Q (55542.440000 sec): 3 clusters
  Score: Raw -2669803.175940 + Penalty 3311.194407 = -2666491.981532
  nChanged 174
		SP:Iteration 132Q (55542.700000 sec): 3 clusters
  Score: Raw -2669835.377216 + Penalty 3311.194407 = -2666524.182808
  nChanged 144
		SP:Iteration 133Q (55542.940000 sec): 3 clusters
  Score: Raw -2669863.941450 + Penalty 3311.194407 = -2666552.747043
  nChanged 177
		SP:Iteration 134Q (55543.230000 sec): 3 clusters
  Score: Raw -2669901.942732 + Penalty 3311.194407 = -2666590.748324
  nChanged 154
		SP:Iteration 135Q (55543.550000 sec): 3 clusters
  Score: Raw -2669936.340894 + Penalty 3311.194407 = -2666625.146486
  nChanged 155
		SP:Iteration 136Q (55543.870000 sec): 3 clusters
  Score: Raw -2669969.964041 + Penalty 3311.194407 = -2666658.769634
  nChanged 164
		SP:Iteration 137Q (55544.160000 sec): 3 clusters
  Score: Raw -2670010.184541 + Penalty 3311.194407 = -2666698.990133
  nChanged 180
		SP:Iteration 138Q (55544.450000 sec): 3 clusters
  Score: Raw -2670053.486094 + Penalty 3311.194407 = -2666742.291686
  nChanged 176
		SP:Iteration 139Q (55544.750000 sec): 3 clusters
  Score: Raw -2670092.952369 + Penalty 3311.194407 = -2666781.757962
  nChanged 172
		SP:Iteration 140F (55545.030000 sec): 3 clusters
  Score: Raw -2670131.204012 + Penalty 3311.194407 = -2666820.009604
  nChanged 163
		SP:Iteration 141Q (55545.320000 sec): 3 clusters
  Score: Raw -2670167.082814 + Penalty 3311.194407 = -2666855.888406
  nChanged 157
		SP:Iteration 142Q (55545.630000 sec): 3 clusters
  Score: Raw -2670201.586090 + Penalty 3311.194407 = -2666890.391682
  nChanged 169
		SP:Iteration 143Q (55545.920000 sec): 3 clusters
  Score: Raw -2670243.896725 + Penalty 3311.194407 = -2666932.702318
  nChanged 177
		SP:Iteration 144Q (55546.200000 sec): 3 clusters
  Score: Raw -2670289.945464 + Penalty 3311.194407 = -2666978.751056
  nChanged 180
		SP:Iteration 145Q (55546.490000 sec): 3 clusters
  Score: Raw -2670337.715768 + Penalty 3311.194407 = -2667026.521360
  nChanged 178
		SP:Iteration 146Q (55546.770000 sec): 3 clusters
  Score: Raw -2670383.558880 + Penalty 3311.194407 = -2667072.364473
  nChanged 172
		SP:Iteration 147Q (55547.120000 sec): 3 clusters
  Score: Raw -2670427.949118 + Penalty 3311.194407 = -2667116.754711
  nChanged 162
		SP:Iteration 148Q (55547.400000 sec): 3 clusters
  Score: Raw -2670469.534219 + Penalty 3311.194407 = -2667158.339811
  nChanged 159
		SP:Iteration 149Q (55547.670000 sec): 3 clusters
  Score: Raw -2670506.030382 + Penalty 3311.194407 = -2667194.835975
  nChanged 137
		SP:Iteration 150Q (55547.990000 sec): 3 clusters
  Score: Raw -2670536.133042 + Penalty 3311.194407 = -2667224.938635
  nChanged 134
		SP:Iteration 151Q (55548.290000 sec): 3 clusters
  Score: Raw -2670565.209933 + Penalty 3311.194407 = -2667254.015526
  nChanged 122
		SP:Iteration 152Q (55548.620000 sec): 3 clusters
  Score: Raw -2670593.072805 + Penalty 3311.194407 = -2667281.878397
  nChanged 117
		SP:Iteration 153Q (55548.920000 sec): 3 clusters
  Score: Raw -2670620.571411 + Penalty 3311.194407 = -2667309.377004
  nChanged 118
		SP:Iteration 154Q (55549.210000 sec): 3 clusters
  Score: Raw -2670648.845899 + Penalty 3311.194407 = -2667337.651491
  nChanged 114
		SP:Iteration 155Q (55549.540000 sec): 3 clusters
  Score: Raw -2670674.773012 + Penalty 3311.194407 = -2667363.578605
  nChanged 104
		SP:Iteration 156Q (55549.840000 sec): 3 clusters
  Score: Raw -2670699.921091 + Penalty 3311.194407 = -2667388.726684
  nChanged 95
		SP:Iteration 157Q (55550.130000 sec): 3 clusters
  Score: Raw -2670722.837972 + Penalty 3311.194407 = -2667411.643565
  nChanged 98
		SP:Iteration 158Q (55550.510000 sec): 3 clusters
  Score: Raw -2670747.739506 + Penalty 3311.194407 = -2667436.545098
  nChanged 94
		SP:Iteration 159Q (55550.790000 sec): 3 clusters
  Score: Raw -2670774.134222 + Penalty 3311.194407 = -2667462.939815
  nChanged 103
		SP:Iteration 160F (55551.110000 sec): 3 clusters
  Score: Raw -2670807.121834 + Penalty 3311.194407 = -2667495.927427
  nChanged 111
		SP:Iteration 161Q (55551.470000 sec): 3 clusters
  Score: Raw -2670841.328475 + Penalty 3311.194407 = -2667530.134068
  nChanged 92
		SP:Iteration 162Q (55551.760000 sec): 3 clusters
  Score: Raw -2670865.561925 + Penalty 3311.194407 = -2667554.367518
  nChanged 81
		SP:Iteration 163Q (55552.070000 sec): 3 clusters
  Score: Raw -2670885.391018 + Penalty 3311.194407 = -2667574.196610
  nChanged 84
		SP:Iteration 164Q (55552.390000 sec): 3 clusters
  Score: Raw -2670909.261047 + Penalty 3311.194407 = -2667598.066639
  nChanged 86
		SP:Iteration 165Q (55552.720000 sec): 3 clusters
  Score: Raw -2670933.679115 + Penalty 3311.194407 = -2667622.484708
  nChanged 72
		SP:Iteration 166Q (55553.080000 sec): 3 clusters
  Score: Raw -2670957.076992 + Penalty 3311.194407 = -2667645.882585
  nChanged 72
		SP:Iteration 167Q (55553.430000 sec): 3 clusters
  Score: Raw -2670980.532975 + Penalty 3311.194407 = -2667669.338568
  nChanged 66
		SP:Iteration 168Q (55553.810000 sec): 3 clusters
  Score: Raw -2670997.269168 + Penalty 3311.194407 = -2667686.074760
  nChanged 60
		SP:Iteration 169Q (55554.140000 sec): 3 clusters
  Score: Raw -2671014.990664 + Penalty 3311.194407 = -2667703.796257
  nChanged 52
		SP:Iteration 170Q (55554.500000 sec): 3 clusters
  Score: Raw -2671030.435704 + Penalty 3311.194407 = -2667719.241296
  nChanged 56
		SP:Iteration 171Q (55554.820000 sec): 3 clusters
  Score: Raw -2671046.545697 + Penalty 3311.194407 = -2667735.351290
  nChanged 59
		SP:Iteration 172Q (55555.170000 sec): 3 clusters
  Score: Raw -2671062.377516 + Penalty 3311.194407 = -2667751.183109
  nChanged 46
		SP:Iteration 173Q (55555.550000 sec): 3 clusters
  Score: Raw -2671074.046115 + Penalty 3311.194407 = -2667762.851708
  nChanged 48
		SP:Iteration 174Q (55555.830000 sec): 3 clusters
  Score: Raw -2671087.632593 + Penalty 3311.194407 = -2667776.438186
  nChanged 44
		SP:Iteration 175Q (55556.170000 sec): 3 clusters
  Score: Raw -2671101.725640 + Penalty 3311.194407 = -2667790.531232
  nChanged 35
		SP:Iteration 176Q (55556.530000 sec): 3 clusters
  Score: Raw -2671112.309751 + Penalty 3311.194407 = -2667801.115343
  nChanged 41
		SP:Iteration 177Q (55556.820000 sec): 3 clusters
  Score: Raw -2671124.089012 + Penalty 3311.194407 = -2667812.894604
  nChanged 43
		SP:Iteration 178Q (55557.080000 sec): 3 clusters
  Score: Raw -2671136.608627 + Penalty 3311.194407 = -2667825.414219
  nChanged 41
		SP:Iteration 179Q (55557.430000 sec): 3 clusters
  Score: Raw -2671149.672539 + Penalty 3311.194407 = -2667838.478132
  nChanged 31
		SP:Iteration 180F (55557.760000 sec): 3 clusters
  Score: Raw -2671161.739099 + Penalty 3311.194407 = -2667850.544692
  nChanged 39
		SP:Iteration 181Q (55558.110000 sec): 3 clusters
  Score: Raw -2671179.576072 + Penalty 3311.194407 = -2667868.381664
  nChanged 39
		SP:Iteration 182Q (55558.480000 sec): 3 clusters
  Score: Raw -2671192.935767 + Penalty 3311.194407 = -2667881.741359
  nChanged 39
		SP:Iteration 183Q (55558.730000 sec): 3 clusters
  Score: Raw -2671207.547818 + Penalty 3311.194407 = -2667896.353411
  nChanged 48
		SP:Iteration 184Q (55559.030000 sec): 3 clusters
  Score: Raw -2671226.938056 + Penalty 3311.194407 = -2667915.743649
  nChanged 50
		SP:Iteration 185Q (55559.400000 sec): 3 clusters
  Score: Raw -2671253.026803 + Penalty 3311.194407 = -2667941.832396
  nChanged 63
		SP:Iteration 186Q (55559.730000 sec): 3 clusters
  Score: Raw -2671287.010489 + Penalty 3311.194407 = -2667975.816082
  nChanged 53
		SP:Iteration 187Q (55560.110000 sec): 3 clusters
  Score: Raw -2671316.566000 + Penalty 3311.194407 = -2668005.371593
  nChanged 52
		SP:Iteration 188Q (55560.390000 sec): 3 clusters
  Score: Raw -2671348.673434 + Penalty 3311.194407 = -2668037.479027
  nChanged 59
		SP:Iteration 189Q (55560.710000 sec): 3 clusters
  Score: Raw -2671386.609575 + Penalty 3311.194407 = -2668075.415168
  nChanged 45
		SP:Iteration 190Q (55561.020000 sec): 3 clusters
  Score: Raw -2671423.485893 + Penalty 3311.194407 = -2668112.291486
  nChanged 48
		SP:Iteration 191Q (55561.360000 sec): 3 clusters
  Score: Raw -2671469.020669 + Penalty 3311.194407 = -2668157.826261
  nChanged 46
		SP:Iteration 192Q (55561.680000 sec): 3 clusters
  Score: Raw -2671497.353069 + Penalty 3311.194407 = -2668186.158662
  nChanged 37
		SP:Iteration 193Q (55561.990000 sec): 3 clusters
  Score: Raw -2671516.368200 + Penalty 3311.194407 = -2668205.173792
  nChanged 20
		SP:Iteration 194Q (55562.290000 sec): 3 clusters
  Score: Raw -2671526.434239 + Penalty 3311.194407 = -2668215.239831
  nChanged 20
		SP:Iteration 195Q (55562.620000 sec): 3 clusters
  Score: Raw -2671533.039373 + Penalty 3311.194407 = -2668221.844966
  nChanged 8
		SP:Iteration 196Q (55562.830000 sec): 3 clusters
  Score: Raw -2671536.681486 + Penalty 3311.194407 = -2668225.487078
  nChanged 9
		SP:Iteration 197Q (55563.120000 sec): 3 clusters
  Score: Raw -2671542.656006 + Penalty 3311.194407 = -2668231.461599
  nChanged 9
		SP:Iteration 198Q (55563.370000 sec): 3 clusters
  Score: Raw -2671548.528529 + Penalty 3311.194407 = -2668237.334121
  nChanged 17
		SP:Iteration 199Q (55563.690000 sec): 3 clusters
  Score: Raw -2671556.570994 + Penalty 3311.194407 = -2668245.376587
  nChanged 11
		SP:Iteration 200F (55563.990000 sec): 3 clusters
  Score: Raw -2671566.117326 + Penalty 3311.194407 = -2668254.922919
  nChanged 11
		SP:Iteration 201Q (55564.280000 sec): 3 clusters
  Score: Raw -2671571.631020 + Penalty 3311.194407 = -2668260.436612
  nChanged 6
		SP:Iteration 202Q (55564.610000 sec): 3 clusters
  Score: Raw -2671573.844017 + Penalty 3311.194407 = -2668262.649610
  nChanged 4
		SP:Iteration 203Q (55564.920000 sec): 3 clusters
  Score: Raw -2671575.593037 + Penalty 3311.194407 = -2668264.398629
  nChanged 4
		SP:Iteration 204Q (55565.200000 sec): 3 clusters
  Score: Raw -2671576.192307 + Penalty 3311.194407 = -2668264.997900
  nChanged 1
		SP:Iteration 205Q (55565.540000 sec): 3 clusters
  Score: Raw -2671576.333523 + Penalty 3311.194407 = -2668265.139115
  nChanged 1
		SP:Iteration 206Q (55565.860000 sec): 3 clusters
  Score: Raw -2671576.447179 + Penalty 3311.194407 = -2668265.252772
  nChanged 0
		SP:Iteration 207F (55566.150000 sec): 3 clusters
  Score: Raw -2671576.447179 + Penalty 3311.194407 = -2668265.252772
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (6662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55566.280000 sec): 2 clusters
  Score: Raw -820270.344361 + Penalty 1430.678441 = -818839.665921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55566.480000 sec): 3 clusters
  Score: Raw -816614.128286 + Penalty 2861.356881 = -813752.771405
  nChanged 2801
		SP:Iteration 1F (55566.680000 sec): 3 clusters
  Score: Raw -818136.950821 + Penalty 2861.356881 = -815275.593940
  nChanged 459
		SP:Iteration 2F (55566.880000 sec): 3 clusters
  Score: Raw -818344.379705 + Penalty 2861.356881 = -815483.022824
  nChanged 336
		SP:Iteration 3F (55567.100000 sec): 3 clusters
  Score: Raw -818489.727511 + Penalty 2861.356881 = -815628.370630
  nChanged 261
		SP:Iteration 4Q (55567.270000 sec): 3 clusters
  Score: Raw -818590.367317 + Penalty 2861.356881 = -815729.010436
  nChanged 239
		SP:Iteration 5Q (55567.460000 sec): 3 clusters
  Score: Raw -818681.497554 + Penalty 2861.356881 = -815820.140672
  nChanged 217
		SP:Iteration 6Q (55567.680000 sec): 3 clusters
  Score: Raw -818761.771263 + Penalty 2861.356881 = -815900.414382
  nChanged 201
		SP:Iteration 7Q (55567.910000 sec): 3 clusters
  Score: Raw -818851.704132 + Penalty 2861.356881 = -815990.347251
  nChanged 221
		SP:Iteration 8Q (55568.120000 sec): 3 clusters
  Score: Raw -818957.911128 + Penalty 2861.356881 = -816096.554247
  nChanged 222
		SP:Iteration 9Q (55568.320000 sec): 3 clusters
  Score: Raw -819092.513108 + Penalty 2861.356881 = -816231.156227
  nChanged 243
		SP:Iteration 10Q (55568.530000 sec): 3 clusters
  Score: Raw -819251.837423 + Penalty 2861.356881 = -816390.480542
  nChanged 238
		SP:Iteration 11Q (55568.750000 sec): 3 clusters
  Score: Raw -819437.955451 + Penalty 2861.356881 = -816576.598570
  nChanged 259
		SP:Iteration 12Q (55568.940000 sec): 3 clusters
  Score: Raw -819651.238219 + Penalty 2861.356881 = -816789.881338
  nChanged 237
		SP:Iteration 13Q (55569.110000 sec): 3 clusters
  Score: Raw -819862.841944 + Penalty 2861.356881 = -817001.485063
  nChanged 219
		SP:Iteration 14Q (55569.280000 sec): 3 clusters
  Score: Raw -820079.780403 + Penalty 2861.356881 = -817218.423522
  nChanged 186
		SP:Iteration 15Q (55569.480000 sec): 3 clusters
  Score: Raw -820232.633685 + Penalty 2861.356881 = -817371.276804
  nChanged 131
		SP:Iteration 16Q (55569.690000 sec): 3 clusters
  Score: Raw -820324.610031 + Penalty 2861.356881 = -817463.253150
  nChanged 102
		SP:Iteration 17Q (55569.920000 sec): 3 clusters
  Score: Raw -820384.399209 + Penalty 2861.356881 = -817523.042328
  nChanged 69
		SP:Iteration 18Q (55570.170000 sec): 3 clusters
  Score: Raw -820419.076449 + Penalty 2861.356881 = -817557.719568
  nChanged 40
		SP:Iteration 19Q (55570.400000 sec): 3 clusters
  Score: Raw -820435.955730 + Penalty 2861.356881 = -817574.598849
  nChanged 33
		SP:Iteration 20F (55570.620000 sec): 3 clusters
  Score: Raw -820451.707481 + Penalty 2861.356881 = -817590.350600
  nChanged 34
		SP:Iteration 21Q (55570.880000 sec): 3 clusters
  Score: Raw -820469.279494 + Penalty 2861.356881 = -817607.922613
  nChanged 36
		SP:Iteration 22Q (55571.070000 sec): 3 clusters
  Score: Raw -820482.573108 + Penalty 2861.356881 = -817621.216226
  nChanged 21
		SP:Iteration 23Q (55571.280000 sec): 3 clusters
  Score: Raw -820491.218795 + Penalty 2861.356881 = -817629.861914
  nChanged 20
		SP:Iteration 24Q (55571.500000 sec): 3 clusters
  Score: Raw -820497.607062 + Penalty 2861.356881 = -817636.250181
  nChanged 16
		SP:Iteration 25Q (55571.700000 sec): 3 clusters
  Score: Raw -820503.849136 + Penalty 2861.356881 = -817642.492255
  nChanged 22
		SP:Iteration 26Q (55571.880000 sec): 3 clusters
  Score: Raw -820512.452088 + Penalty 2861.356881 = -817651.095207
  nChanged 21
		SP:Iteration 27Q (55572.060000 sec): 3 clusters
  Score: Raw -820518.937755 + Penalty 2861.356881 = -817657.580874
  nChanged 14
		SP:Iteration 28Q (55572.270000 sec): 3 clusters
  Score: Raw -820522.977924 + Penalty 2861.356881 = -817661.621043
  nChanged 8
		SP:Iteration 29Q (55572.490000 sec): 3 clusters
  Score: Raw -820525.247295 + Penalty 2861.356881 = -817663.890414
  nChanged 6
		SP:Iteration 30Q (55572.710000 sec): 3 clusters
  Score: Raw -820527.473976 + Penalty 2861.356881 = -817666.117095
  nChanged 10
		SP:Iteration 31Q (55572.900000 sec): 3 clusters
  Score: Raw -820532.758049 + Penalty 2861.356881 = -817671.401168
  nChanged 16
		SP:Iteration 32Q (55573.100000 sec): 3 clusters
  Score: Raw -820541.205773 + Penalty 2861.356881 = -817679.848892
  nChanged 22
		SP:Iteration 33Q (55573.330000 sec): 3 clusters
  Score: Raw -820550.864801 + Penalty 2861.356881 = -817689.507920
  nChanged 21
		SP:Iteration 34Q (55573.480000 sec): 3 clusters
  Score: Raw -820558.407228 + Penalty 2861.356881 = -817697.050347
  nChanged 16
		SP:Iteration 35Q (55573.660000 sec): 3 clusters
  Score: Raw -820563.866766 + Penalty 2861.356881 = -817702.509885
  nChanged 11
		SP:Iteration 36Q (55573.910000 sec): 3 clusters
  Score: Raw -820568.300530 + Penalty 2861.356881 = -817706.943649
  nChanged 6
		SP:Iteration 37Q (55574.080000 sec): 3 clusters
  Score: Raw -820569.904382 + Penalty 2861.356881 = -817708.547501
  nChanged 8
		SP:Iteration 38Q (55574.330000 sec): 3 clusters
  Score: Raw -820572.985271 + Penalty 2861.356881 = -817711.628390
  nChanged 4
		SP:Iteration 39Q (55574.540000 sec): 3 clusters
  Score: Raw -820575.215275 + Penalty 2861.356881 = -817713.858394
  nChanged 5
		SP:Iteration 40F (55574.700000 sec): 3 clusters
  Score: Raw -820577.049420 + Penalty 2861.356881 = -817715.692539
  nChanged 4
		SP:Iteration 41Q (55574.910000 sec): 3 clusters
  Score: Raw -820578.641996 + Penalty 2861.356881 = -817717.285115
  nChanged 6
		SP:Iteration 42Q (55575.100000 sec): 3 clusters
  Score: Raw -820580.521619 + Penalty 2861.356881 = -817719.164738
  nChanged 7
		SP:Iteration 43Q (55575.320000 sec): 3 clusters
  Score: Raw -820582.812414 + Penalty 2861.356881 = -817721.455533
  nChanged 4
		SP:Iteration 44Q (55575.520000 sec): 3 clusters
  Score: Raw -820583.754443 + Penalty 2861.356881 = -817722.397562
  nChanged 3
		SP:Iteration 45Q (55575.740000 sec): 3 clusters
  Score: Raw -820584.492949 + Penalty 2861.356881 = -817723.136068
  nChanged 1
		SP:Iteration 46Q (55576.000000 sec): 3 clusters
  Score: Raw -820584.808740 + Penalty 2861.356881 = -817723.451859
  nChanged 2
		SP:Iteration 47Q (55576.210000 sec): 3 clusters
  Score: Raw -820585.348428 + Penalty 2861.356881 = -817723.991547
  nChanged 2
		SP:Iteration 48Q (55576.410000 sec): 3 clusters
  Score: Raw -820586.005916 + Penalty 2861.356881 = -817724.649035
  nChanged 0
		SP:Iteration 49F (55576.620000 sec): 3 clusters
  Score: Raw -820586.005916 + Penalty 2861.356881 = -817724.649035
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (26788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55576.860000 sec): 2 clusters
  Score: Raw -3035359.943983 + Penalty 1656.802762 = -3033703.141221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55577.190000 sec): 3 clusters
  Score: Raw -3019075.283053 + Penalty 3313.605524 = -3015761.677529
  nChanged 12268
		SP:Iteration 1F (55577.530000 sec): 3 clusters
  Score: Raw -3026262.037920 + Penalty 3313.605524 = -3022948.432396
  nChanged 1605
		SP:Iteration 2F (55577.840000 sec): 3 clusters
  Score: Raw -3027138.835008 + Penalty 3313.605524 = -3023825.229484
  nChanged 1712
		SP:Iteration 3F (55578.150000 sec): 3 clusters
  Score: Raw -3028115.796904 + Penalty 3313.605524 = -3024802.191380
  nChanged 1704
		SP:Iteration 4F (55578.500000 sec): 3 clusters
  Score: Raw -3029014.862849 + Penalty 3313.605524 = -3025701.257325
  nChanged 1570
		SP:Iteration 5F (55578.750000 sec): 3 clusters
  Score: Raw -3029834.426238 + Penalty 3313.605524 = -3026520.820714
  nChanged 1442
		SP:Iteration 6F (55579.070000 sec): 3 clusters
  Score: Raw -3030646.752507 + Penalty 3313.605524 = -3027333.146983
  nChanged 1344
		SP:Iteration 7F (55579.410000 sec): 3 clusters
  Score: Raw -3031535.734489 + Penalty 3313.605524 = -3028222.128965
  nChanged 1196
		SP:Iteration 8Q (55579.740000 sec): 3 clusters
  Score: Raw -3032443.987189 + Penalty 3313.605524 = -3029130.381665
  nChanged 1114
		SP:Iteration 9Q (55580.060000 sec): 3 clusters
  Score: Raw -3033287.100027 + Penalty 3313.605524 = -3029973.494503
  nChanged 980
		SP:Iteration 10Q (55580.360000 sec): 3 clusters
  Score: Raw -3034005.488144 + Penalty 3313.605524 = -3030691.882620
  nChanged 785
		SP:Iteration 11Q (55580.690000 sec): 3 clusters
  Score: Raw -3034509.672634 + Penalty 3313.605524 = -3031196.067110
  nChanged 607
		SP:Iteration 12Q (55581.000000 sec): 3 clusters
  Score: Raw -3034835.899376 + Penalty 3313.605524 = -3031522.293852
  nChanged 461
		SP:Iteration 13Q (55581.300000 sec): 3 clusters
  Score: Raw -3035069.320458 + Penalty 3313.605524 = -3031755.714934
  nChanged 376
		SP:Iteration 14Q (55581.630000 sec): 3 clusters
  Score: Raw -3035243.245801 + Penalty 3313.605524 = -3031929.640277
  nChanged 333
		SP:Iteration 15Q (55581.950000 sec): 3 clusters
  Score: Raw -3035395.860862 + Penalty 3313.605524 = -3032082.255338
  nChanged 327
		SP:Iteration 16Q (55582.220000 sec): 3 clusters
  Score: Raw -3035533.119798 + Penalty 3313.605524 = -3032219.514274
  nChanged 269
		SP:Iteration 17Q (55582.480000 sec): 3 clusters
  Score: Raw -3035637.452959 + Penalty 3313.605524 = -3032323.847435
  nChanged 241
		SP:Iteration 18Q (55582.790000 sec): 3 clusters
  Score: Raw -3035722.918554 + Penalty 3313.605524 = -3032409.313030
  nChanged 201
		SP:Iteration 19Q (55583.080000 sec): 3 clusters
  Score: Raw -3035794.336243 + Penalty 3313.605524 = -3032480.730719
  nChanged 198
		SP:Iteration 20F (55583.360000 sec): 3 clusters
  Score: Raw -3035863.546250 + Penalty 3313.605524 = -3032549.940726
  nChanged 172
		SP:Iteration 21Q (55583.710000 sec): 3 clusters
  Score: Raw -3035922.485444 + Penalty 3313.605524 = -3032608.879920
  nChanged 145
		SP:Iteration 22Q (55584.000000 sec): 3 clusters
  Score: Raw -3035974.645520 + Penalty 3313.605524 = -3032661.039996
  nChanged 146
		SP:Iteration 23Q (55584.370000 sec): 3 clusters
  Score: Raw -3036030.952143 + Penalty 3313.605524 = -3032717.346619
  nChanged 150
		SP:Iteration 24Q (55584.670000 sec): 3 clusters
  Score: Raw -3036086.890244 + Penalty 3313.605524 = -3032773.284720
  nChanged 138
		SP:Iteration 25Q (55585.040000 sec): 3 clusters
  Score: Raw -3036137.202113 + Penalty 3313.605524 = -3032823.596588
  nChanged 129
		SP:Iteration 26Q (55585.330000 sec): 3 clusters
  Score: Raw -3036181.881870 + Penalty 3313.605524 = -3032868.276346
  nChanged 108
		SP:Iteration 27Q (55585.650000 sec): 3 clusters
  Score: Raw -3036215.774035 + Penalty 3313.605524 = -3032902.168511
  nChanged 95
		SP:Iteration 28Q (55585.930000 sec): 3 clusters
  Score: Raw -3036242.013554 + Penalty 3313.605524 = -3032928.408029
  nChanged 81
		SP:Iteration 29Q (55586.200000 sec): 3 clusters
  Score: Raw -3036262.010973 + Penalty 3313.605524 = -3032948.405449
  nChanged 74
		SP:Iteration 30Q (55586.450000 sec): 3 clusters
  Score: Raw -3036283.299421 + Penalty 3313.605524 = -3032969.693897
  nChanged 74
		SP:Iteration 31Q (55586.740000 sec): 3 clusters
  Score: Raw -3036307.196268 + Penalty 3313.605524 = -3032993.590744
  nChanged 65
		SP:Iteration 32Q (55587.000000 sec): 3 clusters
  Score: Raw -3036327.529352 + Penalty 3313.605524 = -3033013.923828
  nChanged 64
		SP:Iteration 33Q (55587.320000 sec): 3 clusters
  Score: Raw -3036345.153320 + Penalty 3313.605524 = -3033031.547796
  nChanged 52
		SP:Iteration 34Q (55587.600000 sec): 3 clusters
  Score: Raw -3036357.257328 + Penalty 3313.605524 = -3033043.651803
  nChanged 43
		SP:Iteration 35Q (55587.910000 sec): 3 clusters
  Score: Raw -3036367.253160 + Penalty 3313.605524 = -3033053.647636
  nChanged 35
		SP:Iteration 36Q (55588.210000 sec): 3 clusters
  Score: Raw -3036375.256580 + Penalty 3313.605524 = -3033061.651056
  nChanged 31
		SP:Iteration 37Q (55588.520000 sec): 3 clusters
  Score: Raw -3036381.337829 + Penalty 3313.605524 = -3033067.732305
  nChanged 18
		SP:Iteration 38Q (55588.840000 sec): 3 clusters
  Score: Raw -3036384.333271 + Penalty 3313.605524 = -3033070.727747
  nChanged 15
		SP:Iteration 39Q (55589.140000 sec): 3 clusters
  Score: Raw -3036386.973221 + Penalty 3313.605524 = -3033073.367697
  nChanged 20
		SP:Iteration 40F (55589.420000 sec): 3 clusters
  Score: Raw -3036391.206023 + Penalty 3313.605524 = -3033077.600499
  nChanged 21
		SP:Iteration 41Q (55589.710000 sec): 3 clusters
  Score: Raw -3036394.859862 + Penalty 3313.605524 = -3033081.254338
  nChanged 22
		SP:Iteration 42Q (55590.010000 sec): 3 clusters
  Score: Raw -3036399.447906 + Penalty 3313.605524 = -3033085.842381
  nChanged 21
		SP:Iteration 43Q (55590.360000 sec): 3 clusters
  Score: Raw -3036404.554132 + Penalty 3313.605524 = -3033090.948608
  nChanged 20
		SP:Iteration 44Q (55590.640000 sec): 3 clusters
  Score: Raw -3036408.414200 + Penalty 3313.605524 = -3033094.808675
  nChanged 16
		SP:Iteration 45Q (55590.970000 sec): 3 clusters
  Score: Raw -3036411.370690 + Penalty 3313.605524 = -3033097.765166
  nChanged 12
		SP:Iteration 46Q (55591.250000 sec): 3 clusters
  Score: Raw -3036413.931256 + Penalty 3313.605524 = -3033100.325732
  nChanged 12
		SP:Iteration 47Q (55591.580000 sec): 3 clusters
  Score: Raw -3036417.377654 + Penalty 3313.605524 = -3033103.772130
  nChanged 16
		SP:Iteration 48Q (55591.970000 sec): 3 clusters
  Score: Raw -3036420.795945 + Penalty 3313.605524 = -3033107.190421
  nChanged 11
		SP:Iteration 49Q (55592.300000 sec): 3 clusters
  Score: Raw -3036422.643268 + Penalty 3313.605524 = -3033109.037744
  nChanged 5
		SP:Iteration 50Q (55592.600000 sec): 3 clusters
  Score: Raw -3036423.825597 + Penalty 3313.605524 = -3033110.220073
  nChanged 8
		SP:Iteration 51Q (55592.950000 sec): 3 clusters
  Score: Raw -3036425.095564 + Penalty 3313.605524 = -3033111.490040
  nChanged 4
		SP:Iteration 52Q (55593.310000 sec): 3 clusters
  Score: Raw -3036425.892731 + Penalty 3313.605524 = -3033112.287207
  nChanged 5
		SP:Iteration 53Q (55593.720000 sec): 3 clusters
  Score: Raw -3036427.002749 + Penalty 3313.605524 = -3033113.397225
  nChanged 4
		SP:Iteration 54Q (55594.080000 sec): 3 clusters
  Score: Raw -3036427.497032 + Penalty 3313.605524 = -3033113.891508
  nChanged 3
		SP:Iteration 55Q (55594.360000 sec): 3 clusters
  Score: Raw -3036427.886057 + Penalty 3313.605524 = -3033114.280533
  nChanged 0
		SP:Iteration 56F (55594.720000 sec): 3 clusters
  Score: Raw -3036427.886057 + Penalty 3313.605524 = -3033114.280533
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55594.840000 sec): 2 clusters
  Score: Raw -110078.513588 + Penalty 1120.383881 = -108958.129706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55595.060000 sec): 3 clusters
  Score: Raw -109843.851389 + Penalty 2240.767763 = -107603.083626
  nChanged 290
		SP:Iteration 1F (55595.260000 sec): 3 clusters
  Score: Raw -110248.746920 + Penalty 2240.767763 = -108007.979157
  nChanged 105
		SP:Iteration 2F (55595.450000 sec): 3 clusters
  Score: Raw -110464.803014 + Penalty 2240.767763 = -108224.035251
  nChanged 60
		SP:Iteration 3F (55595.640000 sec): 3 clusters
  Score: Raw -110576.016675 + Penalty 2240.767763 = -108335.248912
  nChanged 39
		SP:Iteration 4Q (55595.820000 sec): 3 clusters
  Score: Raw -110647.638999 + Penalty 2240.767763 = -108406.871237
  nChanged 34
		SP:Iteration 5Q (55596.000000 sec): 3 clusters
  Score: Raw -110714.763203 + Penalty 2240.767763 = -108473.995440
  nChanged 32
		SP:Iteration 6Q (55596.230000 sec): 3 clusters
  Score: Raw -110769.725097 + Penalty 2240.767763 = -108528.957334
  nChanged 31
		SP:Iteration 7Q (55596.420000 sec): 3 clusters
  Score: Raw -110842.818592 + Penalty 2240.767763 = -108602.050829
  nChanged 25
		SP:Iteration 8Q (55596.650000 sec): 3 clusters
  Score: Raw -110924.210341 + Penalty 2240.767763 = -108683.442578
  nChanged 31
		SP:Iteration 9Q (55596.800000 sec): 3 clusters
  Score: Raw -111024.402789 + Penalty 2240.767763 = -108783.635027
  nChanged 26
		SP:Iteration 10Q (55597.020000 sec): 3 clusters
  Score: Raw -111128.980863 + Penalty 2240.767763 = -108888.213100
  nChanged 15
		SP:Iteration 11Q (55597.200000 sec): 3 clusters
  Score: Raw -111170.957615 + Penalty 2240.767763 = -108930.189852
  nChanged 11
		SP:Iteration 12Q (55597.330000 sec): 3 clusters
  Score: Raw -111201.917739 + Penalty 2240.767763 = -108961.149976
  nChanged 9
		SP:Iteration 13Q (55597.520000 sec): 3 clusters
  Score: Raw -111234.480402 + Penalty 2240.767763 = -108993.712640
  nChanged 7
		SP:Iteration 14Q (55597.710000 sec): 3 clusters
  Score: Raw -111247.640118 + Penalty 2240.767763 = -109006.872355
  nChanged 3
		SP:Iteration 15Q (55597.940000 sec): 3 clusters
  Score: Raw -111254.225988 + Penalty 2240.767763 = -109013.458225
  nChanged 2
		SP:Iteration 16Q (55598.120000 sec): 3 clusters
  Score: Raw -111256.801170 + Penalty 2240.767763 = -109016.033407
  nChanged 1
		SP:Iteration 17Q (55598.280000 sec): 3 clusters
  Score: Raw -111257.526093 + Penalty 2240.767763 = -109016.758330
  nChanged 1
		SP:Iteration 18Q (55598.460000 sec): 3 clusters
  Score: Raw -111257.977665 + Penalty 2240.767763 = -109017.209902
  nChanged 0
		SP:Iteration 19F (55598.640000 sec): 3 clusters
  Score: Raw -111258.067209 + Penalty 2240.767763 = -109017.299446
  nChanged 1
		SP:Iteration 20F (55598.740000 sec): 3 clusters
  Score: Raw -111260.611493 + Penalty 2240.767763 = -109019.843731
  nChanged 2
		SP:Iteration 21Q (55598.880000 sec): 3 clusters
  Score: Raw -111262.596012 + Penalty 2240.767763 = -109021.828249
  nChanged 3
		SP:Iteration 22Q (55599.060000 sec): 3 clusters
  Score: Raw -111265.504673 + Penalty 2240.767763 = -109024.736910
  nChanged 1
		SP:Iteration 23Q (55599.280000 sec): 3 clusters
  Score: Raw -111266.365016 + Penalty 2240.767763 = -109025.597253
  nChanged 1
		SP:Iteration 24Q (55599.450000 sec): 3 clusters
  Score: Raw -111267.538564 + Penalty 2240.767763 = -109026.770801
  nChanged 2
		SP:Iteration 25Q (55599.650000 sec): 3 clusters
  Score: Raw -111271.074025 + Penalty 2240.767763 = -109030.306262
  nChanged 2
		SP:Iteration 26Q (55599.790000 sec): 3 clusters
  Score: Raw -111274.940930 + Penalty 2240.767763 = -109034.173167
  nChanged 3
		SP:Iteration 27Q (55599.890000 sec): 3 clusters
  Score: Raw -111286.016028 + Penalty 2240.767763 = -109045.248266
  nChanged 6
		SP:Iteration 28Q (55600.040000 sec): 3 clusters
  Score: Raw -111296.981347 + Penalty 2240.767763 = -109056.213584
  nChanged 8
		SP:Iteration 29Q (55600.180000 sec): 3 clusters
  Score: Raw -111323.040663 + Penalty 2240.767763 = -109082.272900
  nChanged 12
		SP:Iteration 30Q (55600.380000 sec): 3 clusters
  Score: Raw -111374.345122 + Penalty 2240.767763 = -109133.577359
  nChanged 20
		SP:Iteration 31Q (55600.580000 sec): 3 clusters
  Score: Raw -111596.790479 + Penalty 2240.767763 = -109356.022716
  nChanged 15
		SP:Iteration 32Q (55600.760000 sec): 3 clusters
  Score: Raw -112475.967770 + Penalty 2240.767763 = -110235.200007
  nChanged 2
		SP:Iteration 33Q (55600.950000 sec): 3 clusters
  Score: Raw -112478.721391 + Penalty 2240.767763 = -110237.953629
  nChanged 0
		SP:Iteration 34F (55601.080000 sec): 3 clusters
  Score: Raw -112478.721391 + Penalty 2240.767763 = -110237.953629
  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 11.42 GB.

 Trying to split cluster 37 (27295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55601.370000 sec): 2 clusters
  Score: Raw -3148075.000114 + Penalty 1659.849557 = -3146415.150557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55601.670000 sec): 3 clusters
  Score: Raw -3131295.294889 + Penalty 3319.699115 = -3127975.595774
  nChanged 12544
		SP:Iteration 1F (55602.010000 sec): 3 clusters
  Score: Raw -3138114.568631 + Penalty 3319.699115 = -3134794.869516
  nChanged 1299
		SP:Iteration 2Q (55602.370000 sec): 3 clusters
  Score: Raw -3138554.504461 + Penalty 3319.699115 = -3135234.805346
  nChanged 1201
		SP:Iteration 3Q (55602.700000 sec): 3 clusters
  Score: Raw -3138974.643066 + Penalty 3319.699115 = -3135654.943951
  nChanged 1176
		SP:Iteration 4Q (55603.060000 sec): 3 clusters
  Score: Raw -3139446.447209 + Penalty 3319.699115 = -3136126.748094
  nChanged 1211
		SP:Iteration 5Q (55603.390000 sec): 3 clusters
  Score: Raw -3140002.826090 + Penalty 3319.699115 = -3136683.126976
  nChanged 1320
		SP:Iteration 6Q (55603.830000 sec): 3 clusters
  Score: Raw -3140760.798686 + Penalty 3319.699115 = -3137441.099572
  nChanged 1499
		SP:Iteration 7F (55604.190000 sec): 3 clusters
  Score: Raw -3141823.155351 + Penalty 3319.699115 = -3138503.456236
  nChanged 1673
		SP:Iteration 8F (55604.580000 sec): 3 clusters
  Score: Raw -3143273.685761 + Penalty 3319.699115 = -3139953.986647
  nChanged 1574
		SP:Iteration 9F (55604.910000 sec): 3 clusters
  Score: Raw -3144730.863524 + Penalty 3319.699115 = -3141411.164410
  nChanged 1309
		SP:Iteration 10Q (55605.210000 sec): 3 clusters
  Score: Raw -3145940.225674 + Penalty 3319.699115 = -3142620.526559
  nChanged 1029
		SP:Iteration 11Q (55605.550000 sec): 3 clusters
  Score: Raw -3146781.699791 + Penalty 3319.699115 = -3143462.000677
  nChanged 709
		SP:Iteration 12Q (55605.870000 sec): 3 clusters
  Score: Raw -3147347.723821 + Penalty 3319.699115 = -3144028.024706
  nChanged 542
		SP:Iteration 13Q (55606.180000 sec): 3 clusters
  Score: Raw -3147733.501550 + Penalty 3319.699115 = -3144413.802435
  nChanged 378
		SP:Iteration 14Q (55606.510000 sec): 3 clusters
  Score: Raw -3147991.759874 + Penalty 3319.699115 = -3144672.060760
  nChanged 274
		SP:Iteration 15Q (55606.860000 sec): 3 clusters
  Score: Raw -3148197.711068 + Penalty 3319.699115 = -3144878.011953
  nChanged 223
		SP:Iteration 16Q (55607.170000 sec): 3 clusters
  Score: Raw -3148351.119655 + Penalty 3319.699115 = -3145031.420541
  nChanged 142
		SP:Iteration 17Q (55607.470000 sec): 3 clusters
  Score: Raw -3148444.491635 + Penalty 3319.699115 = -3145124.792521
  nChanged 125
		SP:Iteration 18Q (55607.810000 sec): 3 clusters
  Score: Raw -3148515.423399 + Penalty 3319.699115 = -3145195.724284
  nChanged 92
		SP:Iteration 19Q (55608.200000 sec): 3 clusters
  Score: Raw -3148561.340106 + Penalty 3319.699115 = -3145241.640991
  nChanged 74
		SP:Iteration 20F (55608.570000 sec): 3 clusters
  Score: Raw -3148606.795804 + Penalty 3319.699115 = -3145287.096689
  nChanged 61
		SP:Iteration 21Q (55608.810000 sec): 3 clusters
  Score: Raw -3148643.693654 + Penalty 3319.699115 = -3145323.994539
  nChanged 62
		SP:Iteration 22Q (55609.150000 sec): 3 clusters
  Score: Raw -3148679.404466 + Penalty 3319.699115 = -3145359.705352
  nChanged 64
		SP:Iteration 23Q (55609.450000 sec): 3 clusters
  Score: Raw -3148713.417855 + Penalty 3319.699115 = -3145393.718740
  nChanged 49
		SP:Iteration 24Q (55609.730000 sec): 3 clusters
  Score: Raw -3148740.615950 + Penalty 3319.699115 = -3145420.916836
  nChanged 42
		SP:Iteration 25Q (55610.060000 sec): 3 clusters
  Score: Raw -3148757.501725 + Penalty 3319.699115 = -3145437.802611
  nChanged 28
		SP:Iteration 26Q (55610.350000 sec): 3 clusters
  Score: Raw -3148767.877090 + Penalty 3319.699115 = -3145448.177975
  nChanged 29
		SP:Iteration 27Q (55610.670000 sec): 3 clusters
  Score: Raw -3148777.477581 + Penalty 3319.699115 = -3145457.778466
  nChanged 18
		SP:Iteration 28Q (55610.950000 sec): 3 clusters
  Score: Raw -3148782.594551 + Penalty 3319.699115 = -3145462.895436
  nChanged 16
		SP:Iteration 29Q (55611.250000 sec): 3 clusters
  Score: Raw -3148788.398623 + Penalty 3319.699115 = -3145468.699508
  nChanged 13
		SP:Iteration 30Q (55611.600000 sec): 3 clusters
  Score: Raw -3148793.915786 + Penalty 3319.699115 = -3145474.216672
  nChanged 7
		SP:Iteration 31Q (55611.910000 sec): 3 clusters
  Score: Raw -3148795.951049 + Penalty 3319.699115 = -3145476.251934
  nChanged 8
		SP:Iteration 32Q (55612.230000 sec): 3 clusters
  Score: Raw -3148798.131031 + Penalty 3319.699115 = -3145478.431917
  nChanged 6
		SP:Iteration 33Q (55612.540000 sec): 3 clusters
  Score: Raw -3148800.321499 + Penalty 3319.699115 = -3145480.622384
  nChanged 7
		SP:Iteration 34Q (55612.890000 sec): 3 clusters
  Score: Raw -3148802.449828 + Penalty 3319.699115 = -3145482.750714
  nChanged 6
		SP:Iteration 35Q (55613.210000 sec): 3 clusters
  Score: Raw -3148804.119765 + Penalty 3319.699115 = -3145484.420651
  nChanged 3
		SP:Iteration 36Q (55613.510000 sec): 3 clusters
  Score: Raw -3148804.746963 + Penalty 3319.699115 = -3145485.047849
  nChanged 3
		SP:Iteration 37Q (55613.790000 sec): 3 clusters
  Score: Raw -3148805.661069 + Penalty 3319.699115 = -3145485.961954
  nChanged 5
		SP:Iteration 38Q (55614.090000 sec): 3 clusters
  Score: Raw -3148807.347584 + Penalty 3319.699115 = -3145487.648470
  nChanged 3
		SP:Iteration 39Q (55614.390000 sec): 3 clusters
  Score: Raw -3148807.900898 + Penalty 3319.699115 = -3145488.201783
  nChanged 1
		SP:Iteration 40F (55614.720000 sec): 3 clusters
  Score: Raw -3148808.034930 + Penalty 3319.699115 = -3145488.335816
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55614.900000 sec): 2 clusters
  Score: Raw -81665.846371 + Penalty 1069.803999 = -80596.042372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55615.090000 sec): 3 clusters
  Score: Raw -81500.569362 + Penalty 2139.607997 = -79360.961365
  nChanged 190
		SP:Iteration 1F (55615.290000 sec): 3 clusters
  Score: Raw -81787.388629 + Penalty 2139.607997 = -79647.780632
  nChanged 67
		SP:Iteration 2F (55615.420000 sec): 3 clusters
  Score: Raw -81930.339212 + Penalty 2139.607997 = -79790.731214
  nChanged 54
		SP:Iteration 3F (55615.620000 sec): 3 clusters
  Score: Raw -82042.741020 + Penalty 2139.607997 = -79903.133023
  nChanged 43
		SP:Iteration 4F (55615.750000 sec): 3 clusters
  Score: Raw -82122.480938 + Penalty 2139.607997 = -79982.872941
  nChanged 23
		SP:Iteration 5Q (55615.900000 sec): 3 clusters
  Score: Raw -82156.821518 + Penalty 2139.607997 = -80017.213521
  nChanged 13
		SP:Iteration 6Q (55616.050000 sec): 3 clusters
  Score: Raw -82175.712183 + Penalty 2139.607997 = -80036.104186
  nChanged 10
		SP:Iteration 7Q (55616.220000 sec): 3 clusters
  Score: Raw -82196.378323 + Penalty 2139.607997 = -80056.770325
  nChanged 7
		SP:Iteration 8Q (55616.390000 sec): 3 clusters
  Score: Raw -82204.454120 + Penalty 2139.607997 = -80064.846123
  nChanged 6
		SP:Iteration 9Q (55616.540000 sec): 3 clusters
  Score: Raw -82217.731023 + Penalty 2139.607997 = -80078.123025
  nChanged 2
		SP:Iteration 10Q (55616.680000 sec): 3 clusters
  Score: Raw -82220.049981 + Penalty 2139.607997 = -80080.441984
  nChanged 1
		SP:Iteration 11Q (55616.860000 sec): 3 clusters
  Score: Raw -82225.406466 + Penalty 2139.607997 = -80085.798469
  nChanged 2
		SP:Iteration 12Q (55617.010000 sec): 3 clusters
  Score: Raw -82227.426125 + Penalty 2139.607997 = -80087.818128
  nChanged 1
		SP:Iteration 13Q (55617.160000 sec): 3 clusters
  Score: Raw -82228.145895 + Penalty 2139.607997 = -80088.537897
  nChanged 0
		SP:Iteration 14F (55617.310000 sec): 3 clusters
  Score: Raw -82228.145895 + Penalty 2139.607997 = -80088.537897
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55617.410000 sec): 2 clusters
  Score: Raw -562452.264524 + Penalty 1377.951085 = -561074.313439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55617.600000 sec): 3 clusters
  Score: Raw -559976.557371 + Penalty 2755.902171 = -557220.655201
  nChanged 1901
		SP:Iteration 1F (55617.750000 sec): 3 clusters
  Score: Raw -561010.047045 + Penalty 2755.902171 = -558254.144874
  nChanged 370
		SP:Iteration 2F (55617.930000 sec): 3 clusters
  Score: Raw -561197.606300 + Penalty 2755.902171 = -558441.704129
  nChanged 245
		SP:Iteration 3F (55618.140000 sec): 3 clusters
  Score: Raw -561319.666165 + Penalty 2755.902171 = -558563.763994
  nChanged 179
		SP:Iteration 4Q (55618.310000 sec): 3 clusters
  Score: Raw -561416.164024 + Penalty 2755.902171 = -558660.261853
  nChanged 168
		SP:Iteration 5Q (55618.510000 sec): 3 clusters
  Score: Raw -561501.308978 + Penalty 2755.902171 = -558745.406807
  nChanged 143
		SP:Iteration 6Q (55618.780000 sec): 3 clusters
  Score: Raw -561563.473928 + Penalty 2755.902171 = -558807.571757
  nChanged 109
		SP:Iteration 7Q (55619.010000 sec): 3 clusters
  Score: Raw -561614.023574 + Penalty 2755.902171 = -558858.121403
  nChanged 114
		SP:Iteration 8Q (55619.220000 sec): 3 clusters
  Score: Raw -561666.082080 + Penalty 2755.902171 = -558910.179909
  nChanged 114
		SP:Iteration 9Q (55619.420000 sec): 3 clusters
  Score: Raw -561714.379498 + Penalty 2755.902171 = -558958.477328
  nChanged 126
		SP:Iteration 10Q (55619.590000 sec): 3 clusters
  Score: Raw -561778.924158 + Penalty 2755.902171 = -559023.021987
  nChanged 118
		SP:Iteration 11Q (55619.760000 sec): 3 clusters
  Score: Raw -561831.643489 + Penalty 2755.902171 = -559075.741318
  nChanged 79
		SP:Iteration 12Q (55619.910000 sec): 3 clusters
  Score: Raw -561867.661513 + Penalty 2755.902171 = -559111.759342
  nChanged 100
		SP:Iteration 13Q (55620.110000 sec): 3 clusters
  Score: Raw -561917.597298 + Penalty 2755.902171 = -559161.695128
  nChanged 100
		SP:Iteration 14Q (55620.310000 sec): 3 clusters
  Score: Raw -561970.334187 + Penalty 2755.902171 = -559214.432016
  nChanged 94
		SP:Iteration 15Q (55620.460000 sec): 3 clusters
  Score: Raw -562021.258007 + Penalty 2755.902171 = -559265.355836
  nChanged 118
		SP:Iteration 16Q (55620.660000 sec): 3 clusters
  Score: Raw -562088.079802 + Penalty 2755.902171 = -559332.177631
  nChanged 107
		SP:Iteration 17Q (55620.850000 sec): 3 clusters
  Score: Raw -562160.865793 + Penalty 2755.902171 = -559404.963622
  nChanged 107
		SP:Iteration 18Q (55621.030000 sec): 3 clusters
  Score: Raw -562231.189082 + Penalty 2755.902171 = -559475.286911
  nChanged 89
		SP:Iteration 19Q (55621.260000 sec): 3 clusters
  Score: Raw -562286.561368 + Penalty 2755.902171 = -559530.659197
  nChanged 74
		SP:Iteration 20F (55621.460000 sec): 3 clusters
  Score: Raw -562337.197959 + Penalty 2755.902171 = -559581.295788
  nChanged 66
		SP:Iteration 21Q (55621.660000 sec): 3 clusters
  Score: Raw -562379.612962 + Penalty 2755.902171 = -559623.710791
  nChanged 61
		SP:Iteration 22Q (55621.850000 sec): 3 clusters
  Score: Raw -562415.980629 + Penalty 2755.902171 = -559660.078458
  nChanged 52
		SP:Iteration 23Q (55621.990000 sec): 3 clusters
  Score: Raw -562451.232856 + Penalty 2755.902171 = -559695.330686
  nChanged 48
		SP:Iteration 24Q (55622.190000 sec): 3 clusters
  Score: Raw -562493.639177 + Penalty 2755.902171 = -559737.737006
  nChanged 49
		SP:Iteration 25Q (55622.390000 sec): 3 clusters
  Score: Raw -562531.720979 + Penalty 2755.902171 = -559775.818808
  nChanged 31
		SP:Iteration 26Q (55622.600000 sec): 3 clusters
  Score: Raw -562558.022685 + Penalty 2755.902171 = -559802.120514
  nChanged 34
		SP:Iteration 27Q (55622.760000 sec): 3 clusters
  Score: Raw -562581.255374 + Penalty 2755.902171 = -559825.353204
  nChanged 27
		SP:Iteration 28Q (55622.970000 sec): 3 clusters
  Score: Raw -562594.585800 + Penalty 2755.902171 = -559838.683629
  nChanged 11
		SP:Iteration 29Q (55623.210000 sec): 3 clusters
  Score: Raw -562600.583615 + Penalty 2755.902171 = -559844.681444
  nChanged 9
		SP:Iteration 30Q (55623.360000 sec): 3 clusters
  Score: Raw -562604.924775 + Penalty 2755.902171 = -559849.022605
  nChanged 5
		SP:Iteration 31Q (55623.540000 sec): 3 clusters
  Score: Raw -562607.651298 + Penalty 2755.902171 = -559851.749127
  nChanged 7
		SP:Iteration 32Q (55623.670000 sec): 3 clusters
  Score: Raw -562611.749677 + Penalty 2755.902171 = -559855.847507
  nChanged 7
		SP:Iteration 33Q (55623.850000 sec): 3 clusters
  Score: Raw -562615.442071 + Penalty 2755.902171 = -559859.539900
  nChanged 2
		SP:Iteration 34Q (55624.030000 sec): 3 clusters
  Score: Raw -562616.258979 + Penalty 2755.902171 = -559860.356808
  nChanged 2
		SP:Iteration 35Q (55624.180000 sec): 3 clusters
  Score: Raw -562617.481982 + Penalty 2755.902171 = -559861.579811
  nChanged 1
		SP:Iteration 36Q (55624.370000 sec): 3 clusters
  Score: Raw -562617.950464 + Penalty 2755.902171 = -559862.048293
  nChanged 0
		SP:Iteration 37F (55624.530000 sec): 3 clusters
  Score: Raw -562617.950464 + Penalty 2755.902171 = -559862.048293
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55624.630000 sec): 2 clusters
  Score: Raw -81994.981606 + Penalty 1062.447721 = -80932.533885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55624.820000 sec): 3 clusters
  Score: Raw -81865.996819 + Penalty 2124.895443 = -79741.101376
  nChanged 161
		SP:Iteration 1F (55625.020000 sec): 3 clusters
  Score: Raw -82040.327913 + Penalty 2124.895443 = -79915.432470
  nChanged 44
		SP:Iteration 2F (55625.160000 sec): 3 clusters
  Score: Raw -82099.598724 + Penalty 2124.895443 = -79974.703281
  nChanged 27
		SP:Iteration 3Q (55625.370000 sec): 3 clusters
  Score: Raw -82128.771622 + Penalty 2124.895443 = -80003.876179
  nChanged 11
		SP:Iteration 4Q (55625.500000 sec): 3 clusters
  Score: Raw -82139.992689 + Penalty 2124.895443 = -80015.097246
  nChanged 7
		SP:Iteration 5Q (55625.650000 sec): 3 clusters
  Score: Raw -82147.615193 + Penalty 2124.895443 = -80022.719750
  nChanged 1
		SP:Iteration 6Q (55625.800000 sec): 3 clusters
  Score: Raw -82147.921303 + Penalty 2124.895443 = -80023.025860
  nChanged 0
		SP:Iteration 7F (55626.010000 sec): 3 clusters
  Score: Raw -82147.921303 + Penalty 2124.895443 = -80023.025860
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55626.130000 sec): 2 clusters
  Score: Raw -199815.969317 + Penalty 1222.126167 = -198593.843150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55626.250000 sec): 3 clusters
  Score: Raw -199001.179924 + Penalty 2444.252335 = -196556.927590
  nChanged 678
		SP:Iteration 1F (55626.430000 sec): 3 clusters
  Score: Raw -199457.523468 + Penalty 2444.252335 = -197013.271133
  nChanged 149
		SP:Iteration 2F (55626.610000 sec): 3 clusters
  Score: Raw -199587.715543 + Penalty 2444.252335 = -197143.463208
  nChanged 94
		SP:Iteration 3F (55626.750000 sec): 3 clusters
  Score: Raw -199653.602273 + Penalty 2444.252335 = -197209.349939
  nChanged 61
		SP:Iteration 4Q (55626.890000 sec): 3 clusters
  Score: Raw -199700.224836 + Penalty 2444.252335 = -197255.972501
  nChanged 60
		SP:Iteration 5Q (55627.030000 sec): 3 clusters
  Score: Raw -199738.617043 + Penalty 2444.252335 = -197294.364708
  nChanged 51
		SP:Iteration 6Q (55627.190000 sec): 3 clusters
  Score: Raw -199774.426092 + Penalty 2444.252335 = -197330.173757
  nChanged 35
		SP:Iteration 7Q (55627.370000 sec): 3 clusters
  Score: Raw -199800.742697 + Penalty 2444.252335 = -197356.490362
  nChanged 30
		SP:Iteration 8Q (55627.540000 sec): 3 clusters
  Score: Raw -199818.543555 + Penalty 2444.252335 = -197374.291220
  nChanged 21
		SP:Iteration 9Q (55627.750000 sec): 3 clusters
  Score: Raw -199829.036295 + Penalty 2444.252335 = -197384.783960
  nChanged 14
		SP:Iteration 10Q (55627.890000 sec): 3 clusters
  Score: Raw -199833.092266 + Penalty 2444.252335 = -197388.839931
  nChanged 8
		SP:Iteration 11Q (55628.070000 sec): 3 clusters
  Score: Raw -199838.387175 + Penalty 2444.252335 = -197394.134840
  nChanged 11
		SP:Iteration 12Q (55628.260000 sec): 3 clusters
  Score: Raw -199845.476085 + Penalty 2444.252335 = -197401.223750
  nChanged 13
		SP:Iteration 13Q (55628.420000 sec): 3 clusters
  Score: Raw -199852.548358 + Penalty 2444.252335 = -197408.296023
  nChanged 12
		SP:Iteration 14Q (55628.620000 sec): 3 clusters
  Score: Raw -199856.739728 + Penalty 2444.252335 = -197412.487394
  nChanged 5
		SP:Iteration 15Q (55628.750000 sec): 3 clusters
  Score: Raw -199859.505643 + Penalty 2444.252335 = -197415.253309
  nChanged 4
		SP:Iteration 16Q (55628.930000 sec): 3 clusters
  Score: Raw -199861.112781 + Penalty 2444.252335 = -197416.860447
  nChanged 4
		SP:Iteration 17Q (55629.090000 sec): 3 clusters
  Score: Raw -199862.489617 + Penalty 2444.252335 = -197418.237282
  nChanged 2
		SP:Iteration 18Q (55629.280000 sec): 3 clusters
  Score: Raw -199863.010545 + Penalty 2444.252335 = -197418.758210
  nChanged 2
		SP:Iteration 19Q (55629.450000 sec): 3 clusters
  Score: Raw -199864.640873 + Penalty 2444.252335 = -197420.388538
  nChanged 1
		SP:Iteration 20F (55629.610000 sec): 3 clusters
  Score: Raw -199864.943431 + Penalty 2444.252335 = -197420.691096
  nChanged 1
		SP:Iteration 21Q (55629.810000 sec): 3 clusters
  Score: Raw -199865.155000 + Penalty 2444.252335 = -197420.902665
  nChanged 1
		SP:Iteration 22Q (55629.950000 sec): 3 clusters
  Score: Raw -199865.379575 + Penalty 2444.252335 = -197421.127240
  nChanged 1
		SP:Iteration 23Q (55630.140000 sec): 3 clusters
  Score: Raw -199865.701378 + Penalty 2444.252335 = -197421.449043
  nChanged 2
		SP:Iteration 24Q (55630.340000 sec): 3 clusters
  Score: Raw -199867.129971 + Penalty 2444.252335 = -197422.877636
  nChanged 6
		SP:Iteration 25Q (55630.480000 sec): 3 clusters
  Score: Raw -199870.682620 + Penalty 2444.252335 = -197426.430285
  nChanged 5
		SP:Iteration 26Q (55630.650000 sec): 3 clusters
  Score: Raw -199872.545546 + Penalty 2444.252335 = -197428.293211
  nChanged 2
		SP:Iteration 27Q (55630.840000 sec): 3 clusters
  Score: Raw -199873.130244 + Penalty 2444.252335 = -197428.877909
  nChanged 4
		SP:Iteration 28Q (55631.000000 sec): 3 clusters
  Score: Raw -199874.989873 + Penalty 2444.252335 = -197430.737539
  nChanged 4
		SP:Iteration 29Q (55631.190000 sec): 3 clusters
  Score: Raw -199877.577166 + Penalty 2444.252335 = -197433.324831
  nChanged 2
		SP:Iteration 30Q (55631.340000 sec): 3 clusters
  Score: Raw -199877.800088 + Penalty 2444.252335 = -197433.547753
  nChanged 0
		SP:Iteration 31F (55631.500000 sec): 3 clusters
  Score: Raw -199877.800088 + Penalty 2444.252335 = -197433.547753
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55631.590000 sec): 2 clusters
  Score: Raw -25119.763571 + Penalty 934.793054 = -24184.970518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55631.750000 sec): 3 clusters
  Score: Raw -25307.874706 + Penalty 1869.586108 = -23438.288598
  nChanged 85
		SP:Iteration 1F (55631.910000 sec): 3 clusters
  Score: Raw -25630.124445 + Penalty 1869.586108 = -23760.538337
  nChanged 26
		SP:Iteration 2F (55632.090000 sec): 3 clusters
  Score: Raw -25789.663185 + Penalty 1869.586108 = -23920.077078
  nChanged 11
		SP:Iteration 3Q (55632.260000 sec): 3 clusters
  Score: Raw -25857.477637 + Penalty 1869.586108 = -23987.891530
  nChanged 5
		SP:Iteration 4Q (55632.400000 sec): 3 clusters
  Score: Raw -25900.483000 + Penalty 1869.586108 = -24030.896892
  nChanged 3
		SP:Iteration 5Q (55632.590000 sec): 3 clusters
  Score: Raw -25910.593009 + Penalty 1869.586108 = -24041.006901
  nChanged 0
		SP:Iteration 6F (55632.770000 sec): 3 clusters
  Score: Raw -25911.294346 + Penalty 1869.586108 = -24041.708238
  nChanged 1
		SP:Iteration 7Q (55632.940000 sec): 3 clusters
  Score: Raw -25933.317071 + Penalty 1869.586108 = -24063.730963
  nChanged 2
		SP:Iteration 8Q (55633.120000 sec): 3 clusters
  Score: Raw -25940.133401 + Penalty 1869.586108 = -24070.547293
  nChanged 0
		SP:Iteration 9F (55633.280000 sec): 3 clusters
  Score: Raw -25940.133401 + Penalty 1869.586108 = -24070.547293
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55633.370000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55633.520000 sec): 3 clusters
  Score: Raw -13472.233942 + Penalty 1626.282549 = -11845.951393
  nChanged 17
		SP:Iteration 1F (55633.710000 sec): 3 clusters
  Score: Raw -13552.980006 + Penalty 1626.282549 = -11926.697457
  nChanged 8
		SP:Iteration 2F (55633.860000 sec): 3 clusters
  Score: Raw -13601.335677 + Penalty 1626.282549 = -11975.053128
  nChanged 2
		SP:Iteration 3Q (55634.060000 sec): 3 clusters
  Score: Raw -13610.141157 + Penalty 1626.282549 = -11983.858608
  nChanged 0
		SP:Iteration 4F (55634.200000 sec): 3 clusters
  Score: Raw -13610.141157 + Penalty 1626.282549 = -11983.858608
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (20983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55634.420000 sec): 2 clusters
  Score: Raw -2025098.970646 + Penalty 1617.113528 = -2023481.857118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55634.730000 sec): 3 clusters
  Score: Raw -2012482.603602 + Penalty 3234.227056 = -2009248.376546
  nChanged 9470
		SP:Iteration 1F (55635.020000 sec): 3 clusters
  Score: Raw -2017881.292286 + Penalty 3234.227056 = -2014647.065230
  nChanged 1313
		SP:Iteration 2F (55635.330000 sec): 3 clusters
  Score: Raw -2018436.624250 + Penalty 3234.227056 = -2015202.397194
  nChanged 1174
		SP:Iteration 3F (55635.600000 sec): 3 clusters
  Score: Raw -2018967.288787 + Penalty 3234.227056 = -2015733.061730
  nChanged 1101
		SP:Iteration 4F (55635.870000 sec): 3 clusters
  Score: Raw -2019503.144897 + Penalty 3234.227056 = -2016268.917841
  nChanged 1061
		SP:Iteration 5F (55636.190000 sec): 3 clusters
  Score: Raw -2020019.471881 + Penalty 3234.227056 = -2016785.244825
  nChanged 967
		SP:Iteration 6Q (55636.470000 sec): 3 clusters
  Score: Raw -2020567.203889 + Penalty 3234.227056 = -2017332.976833
  nChanged 1026
		SP:Iteration 7Q (55636.730000 sec): 3 clusters
  Score: Raw -2021174.017573 + Penalty 3234.227056 = -2017939.790517
  nChanged 974
		SP:Iteration 8Q (55637.000000 sec): 3 clusters
  Score: Raw -2021715.729850 + Penalty 3234.227056 = -2018481.502793
  nChanged 839
		SP:Iteration 9Q (55637.310000 sec): 3 clusters
  Score: Raw -2022167.176430 + Penalty 3234.227056 = -2018932.949374
  nChanged 777
		SP:Iteration 10Q (55637.580000 sec): 3 clusters
  Score: Raw -2022548.897101 + Penalty 3234.227056 = -2019314.670045
  nChanged 669
		SP:Iteration 11Q (55637.860000 sec): 3 clusters
  Score: Raw -2022813.720612 + Penalty 3234.227056 = -2019579.493556
  nChanged 514
		SP:Iteration 12Q (55638.200000 sec): 3 clusters
  Score: Raw -2022986.535251 + Penalty 3234.227056 = -2019752.308194
  nChanged 387
		SP:Iteration 13Q (55638.560000 sec): 3 clusters
  Score: Raw -2023096.872673 + Penalty 3234.227056 = -2019862.645616
  nChanged 315
		SP:Iteration 14Q (55638.890000 sec): 3 clusters
  Score: Raw -2023177.634989 + Penalty 3234.227056 = -2019943.407933
  nChanged 243
		SP:Iteration 15Q (55639.180000 sec): 3 clusters
  Score: Raw -2023238.256294 + Penalty 3234.227056 = -2020004.029238
  nChanged 221
		SP:Iteration 16Q (55639.510000 sec): 3 clusters
  Score: Raw -2023293.713967 + Penalty 3234.227056 = -2020059.486911
  nChanged 246
		SP:Iteration 17Q (55639.840000 sec): 3 clusters
  Score: Raw -2023365.209440 + Penalty 3234.227056 = -2020130.982384
  nChanged 248
		SP:Iteration 18Q (55640.160000 sec): 3 clusters
  Score: Raw -2023431.782759 + Penalty 3234.227056 = -2020197.555703
  nChanged 220
		SP:Iteration 19Q (55640.430000 sec): 3 clusters
  Score: Raw -2023495.031028 + Penalty 3234.227056 = -2020260.803972
  nChanged 242
		SP:Iteration 20F (55640.790000 sec): 3 clusters
  Score: Raw -2023567.803672 + Penalty 3234.227056 = -2020333.576615
  nChanged 272
		SP:Iteration 21Q (55641.040000 sec): 3 clusters
  Score: Raw -2023659.615518 + Penalty 3234.227056 = -2020425.388462
  nChanged 297
		SP:Iteration 22Q (55641.410000 sec): 3 clusters
  Score: Raw -2023763.913781 + Penalty 3234.227056 = -2020529.686725
  nChanged 322
		SP:Iteration 23Q (55641.750000 sec): 3 clusters
  Score: Raw -2023884.559005 + Penalty 3234.227056 = -2020650.331949
  nChanged 316
		SP:Iteration 24Q (55642.050000 sec): 3 clusters
  Score: Raw -2024015.090048 + Penalty 3234.227056 = -2020780.862992
  nChanged 340
		SP:Iteration 25Q (55642.400000 sec): 3 clusters
  Score: Raw -2024164.878993 + Penalty 3234.227056 = -2020930.651937
  nChanged 354
		SP:Iteration 26Q (55642.770000 sec): 3 clusters
  Score: Raw -2024306.572886 + Penalty 3234.227056 = -2021072.345830
  nChanged 344
		SP:Iteration 27Q (55643.070000 sec): 3 clusters
  Score: Raw -2024448.491356 + Penalty 3234.227056 = -2021214.264299
  nChanged 349
		SP:Iteration 28Q (55643.380000 sec): 3 clusters
  Score: Raw -2024580.493653 + Penalty 3234.227056 = -2021346.266597
  nChanged 320
		SP:Iteration 29Q (55643.750000 sec): 3 clusters
  Score: Raw -2024691.417391 + Penalty 3234.227056 = -2021457.190334
  nChanged 284
		SP:Iteration 30Q (55644.080000 sec): 3 clusters
  Score: Raw -2024787.767873 + Penalty 3234.227056 = -2021553.540816
  nChanged 244
		SP:Iteration 31Q (55644.450000 sec): 3 clusters
  Score: Raw -2024860.029975 + Penalty 3234.227056 = -2021625.802919
  nChanged 241
		SP:Iteration 32Q (55644.780000 sec): 3 clusters
  Score: Raw -2024923.529391 + Penalty 3234.227056 = -2021689.302335
  nChanged 188
		SP:Iteration 33Q (55645.080000 sec): 3 clusters
  Score: Raw -2024966.662682 + Penalty 3234.227056 = -2021732.435625
  nChanged 159
		SP:Iteration 34Q (55645.380000 sec): 3 clusters
  Score: Raw -2025000.994927 + Penalty 3234.227056 = -2021766.767870
  nChanged 150
		SP:Iteration 35Q (55645.710000 sec): 3 clusters
  Score: Raw -2025028.641419 + Penalty 3234.227056 = -2021794.414363
  nChanged 109
		SP:Iteration 36Q (55646.050000 sec): 3 clusters
  Score: Raw -2025043.891717 + Penalty 3234.227056 = -2021809.664661
  nChanged 71
		SP:Iteration 37Q (55646.370000 sec): 3 clusters
  Score: Raw -2025055.413182 + Penalty 3234.227056 = -2021821.186126
  nChanged 67
		SP:Iteration 38Q (55646.730000 sec): 3 clusters
  Score: Raw -2025065.145969 + Penalty 3234.227056 = -2021830.918913
  nChanged 45
		SP:Iteration 39Q (55647.090000 sec): 3 clusters
  Score: Raw -2025071.319919 + Penalty 3234.227056 = -2021837.092863
  nChanged 34
		SP:Iteration 40F (55647.420000 sec): 3 clusters
  Score: Raw -2025077.193608 + Penalty 3234.227056 = -2021842.966551
  nChanged 23
		SP:Iteration 41Q (55647.710000 sec): 3 clusters
  Score: Raw -2025079.649979 + Penalty 3234.227056 = -2021845.422923
  nChanged 22
		SP:Iteration 42Q (55648.020000 sec): 3 clusters
  Score: Raw -2025081.269565 + Penalty 3234.227056 = -2021847.042509
  nChanged 17
		SP:Iteration 43Q (55648.250000 sec): 3 clusters
  Score: Raw -2025082.360406 + Penalty 3234.227056 = -2021848.133349
  nChanged 14
		SP:Iteration 44Q (55648.600000 sec): 3 clusters
  Score: Raw -2025083.167578 + Penalty 3234.227056 = -2021848.940522
  nChanged 9
		SP:Iteration 45Q (55648.880000 sec): 3 clusters
  Score: Raw -2025083.515067 + Penalty 3234.227056 = -2021849.288011
  nChanged 2
		SP:Iteration 46Q (55649.190000 sec): 3 clusters
  Score: Raw -2025083.607600 + Penalty 3234.227056 = -2021849.380544
  nChanged 1
		SP:Iteration 47Q (55649.470000 sec): 3 clusters
  Score: Raw -2025083.683414 + Penalty 3234.227056 = -2021849.456358
  nChanged 1
		SP:Iteration 48Q (55649.750000 sec): 3 clusters
  Score: Raw -2025083.735930 + Penalty 3234.227056 = -2021849.508874
  nChanged 0
		SP:Iteration 49F (55650.030000 sec): 3 clusters
  Score: Raw -2025083.735930 + Penalty 3234.227056 = -2021849.508874
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (13484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55650.180000 sec): 2 clusters
  Score: Raw -1541343.007355 + Penalty 1545.254600 = -1539797.752755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55650.470000 sec): 3 clusters
  Score: Raw -1533486.016268 + Penalty 3090.509200 = -1530395.507068
  nChanged 5875
		SP:Iteration 1F (55650.760000 sec): 3 clusters
  Score: Raw -1536654.558912 + Penalty 3090.509200 = -1533564.049712
  nChanged 771
		SP:Iteration 2F (55650.990000 sec): 3 clusters
  Score: Raw -1536974.272783 + Penalty 3090.509200 = -1533883.763583
  nChanged 702
		SP:Iteration 3F (55651.270000 sec): 3 clusters
  Score: Raw -1537264.741977 + Penalty 3090.509200 = -1534174.232777
  nChanged 662
		SP:Iteration 4Q (55651.500000 sec): 3 clusters
  Score: Raw -1537565.097197 + Penalty 3090.509200 = -1534474.587997
  nChanged 705
		SP:Iteration 5F (55651.780000 sec): 3 clusters
  Score: Raw -1537962.233760 + Penalty 3090.509200 = -1534871.724561
  nChanged 771
		SP:Iteration 6F (55652.040000 sec): 3 clusters
  Score: Raw -1538450.193284 + Penalty 3090.509200 = -1535359.684085
  nChanged 858
		SP:Iteration 7F (55652.250000 sec): 3 clusters
  Score: Raw -1539055.846549 + Penalty 3090.509200 = -1535965.337349
  nChanged 832
		SP:Iteration 8F (55652.490000 sec): 3 clusters
  Score: Raw -1539759.599091 + Penalty 3090.509200 = -1536669.089891
  nChanged 751
		SP:Iteration 9F (55652.750000 sec): 3 clusters
  Score: Raw -1540420.465897 + Penalty 3090.509200 = -1537329.956698
  nChanged 497
		SP:Iteration 10Q (55652.980000 sec): 3 clusters
  Score: Raw -1540847.218830 + Penalty 3090.509200 = -1537756.709630
  nChanged 316
		SP:Iteration 11Q (55653.240000 sec): 3 clusters
  Score: Raw -1541104.094913 + Penalty 3090.509200 = -1538013.585714
  nChanged 197
		SP:Iteration 12Q (55653.510000 sec): 3 clusters
  Score: Raw -1541265.557001 + Penalty 3090.509200 = -1538175.047801
  nChanged 124
		SP:Iteration 13Q (55653.830000 sec): 3 clusters
  Score: Raw -1541369.798323 + Penalty 3090.509200 = -1538279.289124
  nChanged 81
		SP:Iteration 14Q (55654.100000 sec): 3 clusters
  Score: Raw -1541434.874651 + Penalty 3090.509200 = -1538344.365451
  nChanged 50
		SP:Iteration 15Q (55654.310000 sec): 3 clusters
  Score: Raw -1541476.498869 + Penalty 3090.509200 = -1538385.989669
  nChanged 33
		SP:Iteration 16Q (55654.500000 sec): 3 clusters
  Score: Raw -1541501.906829 + Penalty 3090.509200 = -1538411.397629
  nChanged 21
		SP:Iteration 17Q (55654.760000 sec): 3 clusters
  Score: Raw -1541522.325192 + Penalty 3090.509200 = -1538431.815992
  nChanged 22
		SP:Iteration 18Q (55655.040000 sec): 3 clusters
  Score: Raw -1541540.816293 + Penalty 3090.509200 = -1538450.307093
  nChanged 12
		SP:Iteration 19Q (55655.240000 sec): 3 clusters
  Score: Raw -1541551.277474 + Penalty 3090.509200 = -1538460.768274
  nChanged 11
		SP:Iteration 20F (55655.500000 sec): 3 clusters
  Score: Raw -1541558.791380 + Penalty 3090.509200 = -1538468.282180
  nChanged 8
		SP:Iteration 21Q (55655.730000 sec): 3 clusters
  Score: Raw -1541564.784801 + Penalty 3090.509200 = -1538474.275601
  nChanged 12
		SP:Iteration 22Q (55655.980000 sec): 3 clusters
  Score: Raw -1541573.605616 + Penalty 3090.509200 = -1538483.096416
  nChanged 8
		SP:Iteration 23Q (55656.210000 sec): 3 clusters
  Score: Raw -1541577.447315 + Penalty 3090.509200 = -1538486.938115
  nChanged 4
		SP:Iteration 24Q (55656.420000 sec): 3 clusters
  Score: Raw -1541579.781607 + Penalty 3090.509200 = -1538489.272408
  nChanged 4
		SP:Iteration 25Q (55656.660000 sec): 3 clusters
  Score: Raw -1541581.257840 + Penalty 3090.509200 = -1538490.748640
  nChanged 1
		SP:Iteration 26Q (55656.900000 sec): 3 clusters
  Score: Raw -1541582.383889 + Penalty 3090.509200 = -1538491.874689
  nChanged 1
		SP:Iteration 27Q (55657.120000 sec): 3 clusters
  Score: Raw -1541583.578466 + Penalty 3090.509200 = -1538493.069266
  nChanged 1
		SP:Iteration 28Q (55657.360000 sec): 3 clusters
  Score: Raw -1541584.013870 + Penalty 3090.509200 = -1538493.504670
  nChanged 1
		SP:Iteration 29Q (55657.620000 sec): 3 clusters
  Score: Raw -1541584.555941 + Penalty 3090.509200 = -1538494.046741
  nChanged 1
		SP:Iteration 30Q (55657.820000 sec): 3 clusters
  Score: Raw -1541585.393880 + Penalty 3090.509200 = -1538494.884680
  nChanged 1
		SP:Iteration 31Q (55658.060000 sec): 3 clusters
  Score: Raw -1541585.940774 + Penalty 3090.509200 = -1538495.431574
  nChanged 1
		SP:Iteration 32Q (55658.320000 sec): 3 clusters
  Score: Raw -1541586.582457 + Penalty 3090.509200 = -1538496.073257
  nChanged 1
		SP:Iteration 33Q (55658.560000 sec): 3 clusters
  Score: Raw -1541587.538196 + Penalty 3090.509200 = -1538497.028996
  nChanged 0
		SP:Iteration 34F (55658.810000 sec): 3 clusters
  Score: Raw -1541587.538196 + Penalty 3090.509200 = -1538497.028996
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55658.920000 sec): 2 clusters
  Score: Raw -19499.994709 + Penalty 867.349938 = -18632.644771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55659.140000 sec): 3 clusters
  Score: Raw -19648.319589 + Penalty 1734.699876 = -17913.619713
  nChanged 38
		SP:Iteration 1F (55659.270000 sec): 3 clusters
  Score: Raw -19753.659670 + Penalty 1734.699876 = -18018.959794
  nChanged 10
		SP:Iteration 2Q (55659.450000 sec): 3 clusters
  Score: Raw -19800.819047 + Penalty 1734.699876 = -18066.119171
  nChanged 5
		SP:Iteration 3Q (55659.660000 sec): 3 clusters
  Score: Raw -19825.470166 + Penalty 1734.699876 = -18090.770290
  nChanged 2
		SP:Iteration 4Q (55659.800000 sec): 3 clusters
  Score: Raw -19833.250676 + Penalty 1734.699876 = -18098.550800
  nChanged 1
		SP:Iteration 5Q (55659.960000 sec): 3 clusters
  Score: Raw -19835.479186 + Penalty 1734.699876 = -18100.779310
  nChanged 0
		SP:Iteration 6F (55660.120000 sec): 3 clusters
  Score: Raw -19835.479186 + Penalty 1734.699876 = -18100.779310
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55660.250000 sec): 2 clusters
  Score: Raw -62907.092109 + Penalty 1032.585132 = -61874.506977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55660.430000 sec): 3 clusters
  Score: Raw -62820.331595 + Penalty 2065.170263 = -60755.161332
  nChanged 132
		SP:Iteration 1F (55660.640000 sec): 3 clusters
  Score: Raw -63013.003056 + Penalty 2065.170263 = -60947.832793
  nChanged 42
		SP:Iteration 2F (55660.830000 sec): 3 clusters
  Score: Raw -63082.491610 + Penalty 2065.170263 = -61017.321346
  nChanged 30
		SP:Iteration 3F (55661.040000 sec): 3 clusters
  Score: Raw -63136.700917 + Penalty 2065.170263 = -61071.530654
  nChanged 17
		SP:Iteration 4Q (55661.280000 sec): 3 clusters
  Score: Raw -63163.137170 + Penalty 2065.170263 = -61097.966906
  nChanged 13
		SP:Iteration 5Q (55661.500000 sec): 3 clusters
  Score: Raw -63181.135972 + Penalty 2065.170263 = -61115.965709
  nChanged 14
		SP:Iteration 6Q (55661.700000 sec): 3 clusters
  Score: Raw -63220.710713 + Penalty 2065.170263 = -61155.540450
  nChanged 17
		SP:Iteration 7Q (55661.850000 sec): 3 clusters
  Score: Raw -63253.656329 + Penalty 2065.170263 = -61188.486065
  nChanged 9
		SP:Iteration 8Q (55662.080000 sec): 3 clusters
  Score: Raw -63270.382617 + Penalty 2065.170263 = -61205.212354
  nChanged 4
		SP:Iteration 9Q (55662.280000 sec): 3 clusters
  Score: Raw -63277.088531 + Penalty 2065.170263 = -61211.918268
  nChanged 5
		SP:Iteration 10Q (55662.460000 sec): 3 clusters
  Score: Raw -63286.389293 + Penalty 2065.170263 = -61221.219030
  nChanged 3
		SP:Iteration 11Q (55662.630000 sec): 3 clusters
  Score: Raw -63302.538707 + Penalty 2065.170263 = -61237.368444
  nChanged 4
		SP:Iteration 12Q (55662.790000 sec): 3 clusters
  Score: Raw -63328.533985 + Penalty 2065.170263 = -61263.363722
  nChanged 6
		SP:Iteration 13Q (55662.970000 sec): 3 clusters
  Score: Raw -63340.234152 + Penalty 2065.170263 = -61275.063889
  nChanged 3
		SP:Iteration 14Q (55663.200000 sec): 3 clusters
  Score: Raw -63344.250837 + Penalty 2065.170263 = -61279.080573
  nChanged 4
		SP:Iteration 15Q (55663.410000 sec): 3 clusters
  Score: Raw -63349.200671 + Penalty 2065.170263 = -61284.030408
  nChanged 4
		SP:Iteration 16Q (55663.600000 sec): 3 clusters
  Score: Raw -63358.303458 + Penalty 2065.170263 = -61293.133195
  nChanged 3
		SP:Iteration 17Q (55663.770000 sec): 3 clusters
  Score: Raw -63365.548741 + Penalty 2065.170263 = -61300.378477
  nChanged 3
		SP:Iteration 18Q (55663.960000 sec): 3 clusters
  Score: Raw -63372.021428 + Penalty 2065.170263 = -61306.851165
  nChanged 1
		SP:Iteration 19Q (55664.100000 sec): 3 clusters
  Score: Raw -63376.622707 + Penalty 2065.170263 = -61311.452444
  nChanged 2
		SP:Iteration 20F (55664.300000 sec): 3 clusters
  Score: Raw -63380.962296 + Penalty 2065.170263 = -61315.792033
  nChanged 1
		SP:Iteration 21Q (55664.480000 sec): 3 clusters
  Score: Raw -63383.426949 + Penalty 2065.170263 = -61318.256686
  nChanged 2
		SP:Iteration 22Q (55664.670000 sec): 3 clusters
  Score: Raw -63389.315494 + Penalty 2065.170263 = -61324.145231
  nChanged 1
		SP:Iteration 23Q (55664.820000 sec): 3 clusters
  Score: Raw -63391.792980 + Penalty 2065.170263 = -61326.622717
  nChanged 0
		SP:Iteration 24F (55665.000000 sec): 3 clusters
  Score: Raw -63391.792980 + Penalty 2065.170263 = -61326.622717
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55665.140000 sec): 2 clusters
  Score: Raw -25532.613853 + Penalty 904.855982 = -24627.757871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55665.320000 sec): 3 clusters
  Score: Raw -25588.594190 + Penalty 1809.711964 = -23778.882226
  nChanged 47
		SP:Iteration 1F (55665.480000 sec): 3 clusters
  Score: Raw -25728.187015 + Penalty 1809.711964 = -23918.475051
  nChanged 22
		SP:Iteration 2F (55665.660000 sec): 3 clusters
  Score: Raw -25811.326948 + Penalty 1809.711964 = -24001.614984
  nChanged 9
		SP:Iteration 3Q (55665.840000 sec): 3 clusters
  Score: Raw -25855.988299 + Penalty 1809.711964 = -24046.276335
  nChanged 5
		SP:Iteration 4Q (55666.010000 sec): 3 clusters
  Score: Raw -25885.670939 + Penalty 1809.711964 = -24075.958975
  nChanged 4
		SP:Iteration 5Q (55666.170000 sec): 3 clusters
  Score: Raw -25894.636961 + Penalty 1809.711964 = -24084.924997
  nChanged 2
		SP:Iteration 6Q (55666.380000 sec): 3 clusters
  Score: Raw -25899.281806 + Penalty 1809.711964 = -24089.569842
  nChanged 2
		SP:Iteration 7Q (55666.570000 sec): 3 clusters
  Score: Raw -25908.534916 + Penalty 1809.711964 = -24098.822952
  nChanged 1
		SP:Iteration 8Q (55666.680000 sec): 3 clusters
  Score: Raw -25911.321086 + Penalty 1809.711964 = -24101.609122
  nChanged 2
		SP:Iteration 9Q (55666.860000 sec): 3 clusters
  Score: Raw -25919.655282 + Penalty 1809.711964 = -24109.943318
  nChanged 0
		SP:Iteration 10F (55667.030000 sec): 3 clusters
  Score: Raw -25919.655282 + Penalty 1809.711964 = -24109.943318
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (31678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55667.290000 sec): 2 clusters
  Score: Raw -3327768.927490 + Penalty 1684.048878 = -3326084.878612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55667.680000 sec): 3 clusters
  Score: Raw -3308245.166341 + Penalty 3368.097757 = -3304877.068585
  nChanged 14601
		SP:Iteration 1F (55668.040000 sec): 3 clusters
  Score: Raw -3316460.200305 + Penalty 3368.097757 = -3313092.102548
  nChanged 1508
		SP:Iteration 2Q (55668.380000 sec): 3 clusters
  Score: Raw -3316991.097312 + Penalty 3368.097757 = -3313622.999556
  nChanged 1490
		SP:Iteration 3Q (55668.720000 sec): 3 clusters
  Score: Raw -3317554.330106 + Penalty 3368.097757 = -3314186.232349
  nChanged 1514
		SP:Iteration 4Q (55669.040000 sec): 3 clusters
  Score: Raw -3318200.763334 + Penalty 3368.097757 = -3314832.665578
  nChanged 1528
		SP:Iteration 5Q (55669.400000 sec): 3 clusters
  Score: Raw -3318915.431706 + Penalty 3368.097757 = -3315547.333950
  nChanged 1593
		SP:Iteration 6F (55669.700000 sec): 3 clusters
  Score: Raw -3319749.860778 + Penalty 3368.097757 = -3316381.763022
  nChanged 1634
		SP:Iteration 7F (55670.070000 sec): 3 clusters
  Score: Raw -3320591.967715 + Penalty 3368.097757 = -3317223.869958
  nChanged 1590
		SP:Iteration 8F (55670.440000 sec): 3 clusters
  Score: Raw -3321473.970749 + Penalty 3368.097757 = -3318105.872992
  nChanged 1538
		SP:Iteration 9Q (55670.870000 sec): 3 clusters
  Score: Raw -3322310.048843 + Penalty 3368.097757 = -3318941.951087
  nChanged 1404
		SP:Iteration 10Q (55671.200000 sec): 3 clusters
  Score: Raw -3323040.433792 + Penalty 3368.097757 = -3319672.336035
  nChanged 1219
		SP:Iteration 11Q (55671.550000 sec): 3 clusters
  Score: Raw -3323586.274185 + Penalty 3368.097757 = -3320218.176428
  nChanged 946
		SP:Iteration 12Q (55671.890000 sec): 3 clusters
  Score: Raw -3323919.895174 + Penalty 3368.097757 = -3320551.797417
  nChanged 706
		SP:Iteration 13Q (55672.250000 sec): 3 clusters
  Score: Raw -3324120.803407 + Penalty 3368.097757 = -3320752.705650
  nChanged 549
		SP:Iteration 14Q (55672.620000 sec): 3 clusters
  Score: Raw -3324260.113928 + Penalty 3368.097757 = -3320892.016172
  nChanged 452
		SP:Iteration 15Q (55672.990000 sec): 3 clusters
  Score: Raw -3324371.312575 + Penalty 3368.097757 = -3321003.214819
  nChanged 393
		SP:Iteration 16Q (55673.290000 sec): 3 clusters
  Score: Raw -3324458.862748 + Penalty 3368.097757 = -3321090.764991
  nChanged 351
		SP:Iteration 17Q (55673.620000 sec): 3 clusters
  Score: Raw -3324533.095925 + Penalty 3368.097757 = -3321164.998169
  nChanged 349
		SP:Iteration 18Q (55673.970000 sec): 3 clusters
  Score: Raw -3324616.748140 + Penalty 3368.097757 = -3321248.650383
  nChanged 368
		SP:Iteration 19Q (55674.270000 sec): 3 clusters
  Score: Raw -3324707.168538 + Penalty 3368.097757 = -3321339.070781
  nChanged 369
		SP:Iteration 20F (55674.560000 sec): 3 clusters
  Score: Raw -3324802.638660 + Penalty 3368.097757 = -3321434.540903
  nChanged 382
		SP:Iteration 21Q (55674.900000 sec): 3 clusters
  Score: Raw -3324910.896180 + Penalty 3368.097757 = -3321542.798423
  nChanged 432
		SP:Iteration 22Q (55675.290000 sec): 3 clusters
  Score: Raw -3325043.008766 + Penalty 3368.097757 = -3321674.911010
  nChanged 421
		SP:Iteration 23Q (55675.720000 sec): 3 clusters
  Score: Raw -3325173.352337 + Penalty 3368.097757 = -3321805.254581
  nChanged 477
		SP:Iteration 24Q (55676.030000 sec): 3 clusters
  Score: Raw -3325344.458006 + Penalty 3368.097757 = -3321976.360249
  nChanged 521
		SP:Iteration 25Q (55676.390000 sec): 3 clusters
  Score: Raw -3325542.782973 + Penalty 3368.097757 = -3322174.685216
  nChanged 492
		SP:Iteration 26Q (55676.720000 sec): 3 clusters
  Score: Raw -3325709.115251 + Penalty 3368.097757 = -3322341.017494
  nChanged 432
		SP:Iteration 27Q (55677.070000 sec): 3 clusters
  Score: Raw -3325852.380554 + Penalty 3368.097757 = -3322484.282797
  nChanged 433
		SP:Iteration 28Q (55677.390000 sec): 3 clusters
  Score: Raw -3326009.719749 + Penalty 3368.097757 = -3322641.621992
  nChanged 458
		SP:Iteration 29Q (55677.760000 sec): 3 clusters
  Score: Raw -3326189.381697 + Penalty 3368.097757 = -3322821.283941
  nChanged 424
		SP:Iteration 30Q (55678.160000 sec): 3 clusters
  Score: Raw -3326366.626540 + Penalty 3368.097757 = -3322998.528783
  nChanged 425
		SP:Iteration 31Q (55678.470000 sec): 3 clusters
  Score: Raw -3326546.670885 + Penalty 3368.097757 = -3323178.573129
  nChanged 403
		SP:Iteration 32Q (55678.850000 sec): 3 clusters
  Score: Raw -3326718.340810 + Penalty 3368.097757 = -3323350.243053
  nChanged 378
		SP:Iteration 33Q (55679.190000 sec): 3 clusters
  Score: Raw -3326882.735198 + Penalty 3368.097757 = -3323514.637441
  nChanged 351
		SP:Iteration 34Q (55679.550000 sec): 3 clusters
  Score: Raw -3327047.972470 + Penalty 3368.097757 = -3323679.874713
  nChanged 360
		SP:Iteration 35Q (55679.880000 sec): 3 clusters
  Score: Raw -3327224.302487 + Penalty 3368.097757 = -3323856.204731
  nChanged 305
		SP:Iteration 36Q (55680.240000 sec): 3 clusters
  Score: Raw -3327375.045598 + Penalty 3368.097757 = -3324006.947841
  nChanged 267
		SP:Iteration 37Q (55680.520000 sec): 3 clusters
  Score: Raw -3327515.095408 + Penalty 3368.097757 = -3324146.997651
  nChanged 239
		SP:Iteration 38Q (55680.890000 sec): 3 clusters
  Score: Raw -3327631.285539 + Penalty 3368.097757 = -3324263.187783
  nChanged 205
		SP:Iteration 39Q (55681.200000 sec): 3 clusters
  Score: Raw -3327730.478127 + Penalty 3368.097757 = -3324362.380370
  nChanged 159
		SP:Iteration 40F (55681.590000 sec): 3 clusters
  Score: Raw -3327803.703934 + Penalty 3368.097757 = -3324435.606178
  nChanged 143
		SP:Iteration 41Q (55681.940000 sec): 3 clusters
  Score: Raw -3327874.989937 + Penalty 3368.097757 = -3324506.892180
  nChanged 123
		SP:Iteration 42Q (55682.330000 sec): 3 clusters
  Score: Raw -3327937.554104 + Penalty 3368.097757 = -3324569.456347
  nChanged 102
		SP:Iteration 43Q (55682.750000 sec): 3 clusters
  Score: Raw -3327985.400249 + Penalty 3368.097757 = -3324617.302492
  nChanged 70
		SP:Iteration 44Q (55683.050000 sec): 3 clusters
  Score: Raw -3328014.185153 + Penalty 3368.097757 = -3324646.087396
  nChanged 69
		SP:Iteration 45Q (55683.450000 sec): 3 clusters
  Score: Raw -3328041.252806 + Penalty 3368.097757 = -3324673.155049
  nChanged 53
		SP:Iteration 46Q (55683.830000 sec): 3 clusters
  Score: Raw -3328063.346807 + Penalty 3368.097757 = -3324695.249050
  nChanged 49
		SP:Iteration 47Q (55684.250000 sec): 3 clusters
  Score: Raw -3328084.422535 + Penalty 3368.097757 = -3324716.324779
  nChanged 43
		SP:Iteration 48Q (55684.600000 sec): 3 clusters
  Score: Raw -3328102.583196 + Penalty 3368.097757 = -3324734.485439
  nChanged 45
		SP:Iteration 49Q (55684.920000 sec): 3 clusters
  Score: Raw -3328121.159171 + Penalty 3368.097757 = -3324753.061414
  nChanged 42
		SP:Iteration 50Q (55685.260000 sec): 3 clusters
  Score: Raw -3328139.902883 + Penalty 3368.097757 = -3324771.805127
  nChanged 35
		SP:Iteration 51Q (55685.650000 sec): 3 clusters
  Score: Raw -3328152.455762 + Penalty 3368.097757 = -3324784.358005
  nChanged 29
		SP:Iteration 52Q (55686.010000 sec): 3 clusters
  Score: Raw -3328163.061449 + Penalty 3368.097757 = -3324794.963692
  nChanged 25
		SP:Iteration 53Q (55686.370000 sec): 3 clusters
  Score: Raw -3328172.858799 + Penalty 3368.097757 = -3324804.761042
  nChanged 22
		SP:Iteration 54Q (55686.710000 sec): 3 clusters
  Score: Raw -3328180.939295 + Penalty 3368.097757 = -3324812.841539
  nChanged 25
		SP:Iteration 55Q (55687.100000 sec): 3 clusters
  Score: Raw -3328190.877099 + Penalty 3368.097757 = -3324822.779342
  nChanged 19
		SP:Iteration 56Q (55687.420000 sec): 3 clusters
  Score: Raw -3328198.267502 + Penalty 3368.097757 = -3324830.169746
  nChanged 24
		SP:Iteration 57Q (55687.800000 sec): 3 clusters
  Score: Raw -3328206.737624 + Penalty 3368.097757 = -3324838.639868
  nChanged 16
		SP:Iteration 58Q (55688.120000 sec): 3 clusters
  Score: Raw -3328212.112469 + Penalty 3368.097757 = -3324844.014712
  nChanged 17
		SP:Iteration 59Q (55688.430000 sec): 3 clusters
  Score: Raw -3328218.906262 + Penalty 3368.097757 = -3324850.808505
  nChanged 15
		SP:Iteration 60F (55688.820000 sec): 3 clusters
  Score: Raw -3328225.314153 + Penalty 3368.097757 = -3324857.216396
  nChanged 12
		SP:Iteration 61Q (55689.180000 sec): 3 clusters
  Score: Raw -3328230.730302 + Penalty 3368.097757 = -3324862.632545
  nChanged 16
		SP:Iteration 62Q (55689.510000 sec): 3 clusters
  Score: Raw -3328236.186161 + Penalty 3368.097757 = -3324868.088405
  nChanged 11
		SP:Iteration 63Q (55689.840000 sec): 3 clusters
  Score: Raw -3328240.979627 + Penalty 3368.097757 = -3324872.881870
  nChanged 8
		SP:Iteration 64Q (55690.150000 sec): 3 clusters
  Score: Raw -3328244.183843 + Penalty 3368.097757 = -3324876.086087
  nChanged 7
		SP:Iteration 65Q (55690.440000 sec): 3 clusters
  Score: Raw -3328247.833432 + Penalty 3368.097757 = -3324879.735675
  nChanged 9
		SP:Iteration 66Q (55690.760000 sec): 3 clusters
  Score: Raw -3328251.179630 + Penalty 3368.097757 = -3324883.081874
  nChanged 8
		SP:Iteration 67Q (55691.080000 sec): 3 clusters
  Score: Raw -3328253.703928 + Penalty 3368.097757 = -3324885.606171
  nChanged 5
		SP:Iteration 68Q (55691.400000 sec): 3 clusters
  Score: Raw -3328255.607243 + Penalty 3368.097757 = -3324887.509487
  nChanged 8
		SP:Iteration 69Q (55691.720000 sec): 3 clusters
  Score: Raw -3328258.307333 + Penalty 3368.097757 = -3324890.209576
  nChanged 7
		SP:Iteration 70Q (55692.020000 sec): 3 clusters
  Score: Raw -3328260.538102 + Penalty 3368.097757 = -3324892.440346
  nChanged 5
		SP:Iteration 71Q (55692.360000 sec): 3 clusters
  Score: Raw -3328261.765393 + Penalty 3368.097757 = -3324893.667637
  nChanged 2
		SP:Iteration 72Q (55692.670000 sec): 3 clusters
  Score: Raw -3328262.017544 + Penalty 3368.097757 = -3324893.919788
  nChanged 0
		SP:Iteration 73F (55693.090000 sec): 3 clusters
  Score: Raw -3328262.017544 + Penalty 3368.097757 = -3324893.919788
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (20028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55693.360000 sec): 2 clusters
  Score: Raw -2135200.801281 + Penalty 1609.544068 = -2133591.257212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55693.700000 sec): 3 clusters
  Score: Raw -2123124.097348 + Penalty 3219.088136 = -2119905.009212
  nChanged 9059
		SP:Iteration 1F (55694.050000 sec): 3 clusters
  Score: Raw -2128266.595654 + Penalty 3219.088136 = -2125047.507518
  nChanged 1151
		SP:Iteration 2F (55694.340000 sec): 3 clusters
  Score: Raw -2128744.889892 + Penalty 3219.088136 = -2125525.801756
  nChanged 1027
		SP:Iteration 3F (55694.710000 sec): 3 clusters
  Score: Raw -2129212.044066 + Penalty 3219.088136 = -2125992.955930
  nChanged 1022
		SP:Iteration 4F (55695.010000 sec): 3 clusters
  Score: Raw -2129723.682711 + Penalty 3219.088136 = -2126504.594575
  nChanged 1072
		SP:Iteration 5F (55695.270000 sec): 3 clusters
  Score: Raw -2130285.378203 + Penalty 3219.088136 = -2127066.290066
  nChanged 1060
		SP:Iteration 6F (55695.560000 sec): 3 clusters
  Score: Raw -2130868.623712 + Penalty 3219.088136 = -2127649.535575
  nChanged 1042
		SP:Iteration 7F (55695.910000 sec): 3 clusters
  Score: Raw -2131479.986289 + Penalty 3219.088136 = -2128260.898152
  nChanged 1000
		SP:Iteration 8Q (55696.190000 sec): 3 clusters
  Score: Raw -2132077.974293 + Penalty 3219.088136 = -2128858.886157
  nChanged 838
		SP:Iteration 9Q (55696.520000 sec): 3 clusters
  Score: Raw -2132597.197740 + Penalty 3219.088136 = -2129378.109604
  nChanged 821
		SP:Iteration 10Q (55696.800000 sec): 3 clusters
  Score: Raw -2133031.126256 + Penalty 3219.088136 = -2129812.038119
  nChanged 648
		SP:Iteration 11Q (55697.120000 sec): 3 clusters
  Score: Raw -2133317.251710 + Penalty 3219.088136 = -2130098.163573
  nChanged 499
		SP:Iteration 12Q (55697.510000 sec): 3 clusters
  Score: Raw -2133480.442661 + Penalty 3219.088136 = -2130261.354525
  nChanged 352
		SP:Iteration 13Q (55697.790000 sec): 3 clusters
  Score: Raw -2133586.973479 + Penalty 3219.088136 = -2130367.885343
  nChanged 272
		SP:Iteration 14Q (55698.070000 sec): 3 clusters
  Score: Raw -2133651.188356 + Penalty 3219.088136 = -2130432.100220
  nChanged 211
		SP:Iteration 15Q (55698.340000 sec): 3 clusters
  Score: Raw -2133703.495120 + Penalty 3219.088136 = -2130484.406983
  nChanged 189
		SP:Iteration 16Q (55698.650000 sec): 3 clusters
  Score: Raw -2133746.883637 + Penalty 3219.088136 = -2130527.795501
  nChanged 184
		SP:Iteration 17Q (55699.010000 sec): 3 clusters
  Score: Raw -2133785.316025 + Penalty 3219.088136 = -2130566.227888
  nChanged 161
		SP:Iteration 18Q (55699.320000 sec): 3 clusters
  Score: Raw -2133815.541935 + Penalty 3219.088136 = -2130596.453798
  nChanged 147
		SP:Iteration 19Q (55699.610000 sec): 3 clusters
  Score: Raw -2133839.325652 + Penalty 3219.088136 = -2130620.237516
  nChanged 123
		SP:Iteration 20F (55699.930000 sec): 3 clusters
  Score: Raw -2133862.004077 + Penalty 3219.088136 = -2130642.915941
  nChanged 126
		SP:Iteration 21Q (55700.180000 sec): 3 clusters
  Score: Raw -2133886.438842 + Penalty 3219.088136 = -2130667.350705
  nChanged 130
		SP:Iteration 22Q (55700.450000 sec): 3 clusters
  Score: Raw -2133911.782360 + Penalty 3219.088136 = -2130692.694223
  nChanged 144
		SP:Iteration 23Q (55700.790000 sec): 3 clusters
  Score: Raw -2133937.780598 + Penalty 3219.088136 = -2130718.692462
  nChanged 135
		SP:Iteration 24Q (55701.050000 sec): 3 clusters
  Score: Raw -2133960.448917 + Penalty 3219.088136 = -2130741.360781
  nChanged 121
		SP:Iteration 25Q (55701.300000 sec): 3 clusters
  Score: Raw -2133978.740725 + Penalty 3219.088136 = -2130759.652588
  nChanged 101
		SP:Iteration 26Q (55701.570000 sec): 3 clusters
  Score: Raw -2133992.032684 + Penalty 3219.088136 = -2130772.944547
  nChanged 103
		SP:Iteration 27Q (55701.860000 sec): 3 clusters
  Score: Raw -2134009.325556 + Penalty 3219.088136 = -2130790.237419
  nChanged 100
		SP:Iteration 28Q (55702.100000 sec): 3 clusters
  Score: Raw -2134025.914440 + Penalty 3219.088136 = -2130806.826303
  nChanged 98
		SP:Iteration 29Q (55702.420000 sec): 3 clusters
  Score: Raw -2134043.802771 + Penalty 3219.088136 = -2130824.714635
  nChanged 100
		SP:Iteration 30Q (55702.660000 sec): 3 clusters
  Score: Raw -2134058.598882 + Penalty 3219.088136 = -2130839.510746
  nChanged 83
		SP:Iteration 31Q (55702.930000 sec): 3 clusters
  Score: Raw -2134071.612699 + Penalty 3219.088136 = -2130852.524562
  nChanged 89
		SP:Iteration 32Q (55703.250000 sec): 3 clusters
  Score: Raw -2134085.785100 + Penalty 3219.088136 = -2130866.696963
  nChanged 101
		SP:Iteration 33Q (55703.560000 sec): 3 clusters
  Score: Raw -2134102.556728 + Penalty 3219.088136 = -2130883.468592
  nChanged 83
		SP:Iteration 34Q (55703.890000 sec): 3 clusters
  Score: Raw -2134116.908998 + Penalty 3219.088136 = -2130897.820862
  nChanged 88
		SP:Iteration 35Q (55704.180000 sec): 3 clusters
  Score: Raw -2134131.800222 + Penalty 3219.088136 = -2130912.712086
  nChanged 96
		SP:Iteration 36Q (55704.460000 sec): 3 clusters
  Score: Raw -2134146.430766 + Penalty 3219.088136 = -2130927.342630
  nChanged 80
		SP:Iteration 37Q (55704.770000 sec): 3 clusters
  Score: Raw -2134157.417563 + Penalty 3219.088136 = -2130938.329426
  nChanged 59
		SP:Iteration 38Q (55705.110000 sec): 3 clusters
  Score: Raw -2134166.360367 + Penalty 3219.088136 = -2130947.272230
  nChanged 62
		SP:Iteration 39Q (55705.440000 sec): 3 clusters
  Score: Raw -2134174.847960 + Penalty 3219.088136 = -2130955.759824
  nChanged 60
		SP:Iteration 40F (55705.770000 sec): 3 clusters
  Score: Raw -2134180.973525 + Penalty 3219.088136 = -2130961.885389
  nChanged 42
		SP:Iteration 41Q (55706.100000 sec): 3 clusters
  Score: Raw -2134184.217841 + Penalty 3219.088136 = -2130965.129705
  nChanged 44
		SP:Iteration 42Q (55706.340000 sec): 3 clusters
  Score: Raw -2134188.534072 + Penalty 3219.088136 = -2130969.445935
  nChanged 42
		SP:Iteration 43Q (55706.640000 sec): 3 clusters
  Score: Raw -2134193.025200 + Penalty 3219.088136 = -2130973.937064
  nChanged 35
		SP:Iteration 44Q (55706.950000 sec): 3 clusters
  Score: Raw -2134196.520420 + Penalty 3219.088136 = -2130977.432284
  nChanged 32
		SP:Iteration 45Q (55707.240000 sec): 3 clusters
  Score: Raw -2134199.746484 + Penalty 3219.088136 = -2130980.658348
  nChanged 27
		SP:Iteration 46Q (55707.530000 sec): 3 clusters
  Score: Raw -2134201.811859 + Penalty 3219.088136 = -2130982.723723
  nChanged 31
		SP:Iteration 47Q (55707.850000 sec): 3 clusters
  Score: Raw -2134204.638220 + Penalty 3219.088136 = -2130985.550084
  nChanged 33
		SP:Iteration 48Q (55708.160000 sec): 3 clusters
  Score: Raw -2134207.941496 + Penalty 3219.088136 = -2130988.853360
  nChanged 23
		SP:Iteration 49Q (55708.460000 sec): 3 clusters
  Score: Raw -2134209.948689 + Penalty 3219.088136 = -2130990.860553
  nChanged 24
		SP:Iteration 50Q (55708.730000 sec): 3 clusters
  Score: Raw -2134211.872613 + Penalty 3219.088136 = -2130992.784477
  nChanged 24
		SP:Iteration 51Q (55709.040000 sec): 3 clusters
  Score: Raw -2134213.563075 + Penalty 3219.088136 = -2130994.474938
  nChanged 22
		SP:Iteration 52Q (55709.290000 sec): 3 clusters
  Score: Raw -2134215.105362 + Penalty 3219.088136 = -2130996.017226
  nChanged 13
		SP:Iteration 53Q (55709.540000 sec): 3 clusters
  Score: Raw -2134216.104182 + Penalty 3219.088136 = -2130997.016045
  nChanged 13
		SP:Iteration 54Q (55709.840000 sec): 3 clusters
  Score: Raw -2134216.960234 + Penalty 3219.088136 = -2130997.872097
  nChanged 12
		SP:Iteration 55Q (55710.130000 sec): 3 clusters
  Score: Raw -2134217.933196 + Penalty 3219.088136 = -2130998.845060
  nChanged 19
		SP:Iteration 56Q (55710.420000 sec): 3 clusters
  Score: Raw -2134219.109557 + Penalty 3219.088136 = -2131000.021421
  nChanged 18
		SP:Iteration 57Q (55710.700000 sec): 3 clusters
  Score: Raw -2134220.693301 + Penalty 3219.088136 = -2131001.605165
  nChanged 19
		SP:Iteration 58Q (55711.020000 sec): 3 clusters
  Score: Raw -2134222.259033 + Penalty 3219.088136 = -2131003.170897
  nChanged 17
		SP:Iteration 59Q (55711.300000 sec): 3 clusters
  Score: Raw -2134223.744529 + Penalty 3219.088136 = -2131004.656393
  nChanged 28
		SP:Iteration 60F (55711.600000 sec): 3 clusters
  Score: Raw -2134226.293138 + Penalty 3219.088136 = -2131007.205002
  nChanged 28
		SP:Iteration 61Q (55711.890000 sec): 3 clusters
  Score: Raw -2134228.893813 + Penalty 3219.088136 = -2131009.805677
  nChanged 28
		SP:Iteration 62Q (55712.180000 sec): 3 clusters
  Score: Raw -2134231.499441 + Penalty 3219.088136 = -2131012.411304
  nChanged 30
		SP:Iteration 63Q (55712.460000 sec): 3 clusters
  Score: Raw -2134235.170888 + Penalty 3219.088136 = -2131016.082752
  nChanged 39
		SP:Iteration 64Q (55712.810000 sec): 3 clusters
  Score: Raw -2134239.597231 + Penalty 3219.088136 = -2131020.509094
  nChanged 41
		SP:Iteration 65Q (55713.110000 sec): 3 clusters
  Score: Raw -2134244.344839 + Penalty 3219.088136 = -2131025.256702
  nChanged 39
		SP:Iteration 66Q (55713.410000 sec): 3 clusters
  Score: Raw -2134249.314780 + Penalty 3219.088136 = -2131030.226643
  nChanged 47
		SP:Iteration 67Q (55713.680000 sec): 3 clusters
  Score: Raw -2134255.060711 + Penalty 3219.088136 = -2131035.972575
  nChanged 45
		SP:Iteration 68Q (55713.960000 sec): 3 clusters
  Score: Raw -2134260.018714 + Penalty 3219.088136 = -2131040.930578
  nChanged 39
		SP:Iteration 69Q (55714.270000 sec): 3 clusters
  Score: Raw -2134264.032685 + Penalty 3219.088136 = -2131044.944549
  nChanged 35
		SP:Iteration 70Q (55714.560000 sec): 3 clusters
  Score: Raw -2134267.542920 + Penalty 3219.088136 = -2131048.454783
  nChanged 36
		SP:Iteration 71Q (55714.810000 sec): 3 clusters
  Score: Raw -2134272.956528 + Penalty 3219.088136 = -2131053.868392
  nChanged 46
		SP:Iteration 72Q (55715.100000 sec): 3 clusters
  Score: Raw -2134278.463067 + Penalty 3219.088136 = -2131059.374930
  nChanged 37
		SP:Iteration 73Q (55715.330000 sec): 3 clusters
  Score: Raw -2134283.652101 + Penalty 3219.088136 = -2131064.563965
  nChanged 56
		SP:Iteration 74Q (55715.630000 sec): 3 clusters
  Score: Raw -2134292.627013 + Penalty 3219.088136 = -2131073.538876
  nChanged 72
		SP:Iteration 75Q (55715.960000 sec): 3 clusters
  Score: Raw -2134304.246753 + Penalty 3219.088136 = -2131085.158617
  nChanged 86
		SP:Iteration 76Q (55716.200000 sec): 3 clusters
  Score: Raw -2134318.023748 + Penalty 3219.088136 = -2131098.935612
  nChanged 92
		SP:Iteration 77Q (55716.530000 sec): 3 clusters
  Score: Raw -2134331.837696 + Penalty 3219.088136 = -2131112.749559
  nChanged 85
		SP:Iteration 78Q (55716.830000 sec): 3 clusters
  Score: Raw -2134345.362027 + Penalty 3219.088136 = -2131126.273891
  nChanged 81
		SP:Iteration 79Q (55717.160000 sec): 3 clusters
  Score: Raw -2134358.022488 + Penalty 3219.088136 = -2131138.934352
  nChanged 88
		SP:Iteration 80F (55717.460000 sec): 3 clusters
  Score: Raw -2134374.658829 + Penalty 3219.088136 = -2131155.570693
  nChanged 89
		SP:Iteration 81Q (55717.750000 sec): 3 clusters
  Score: Raw -2134391.755721 + Penalty 3219.088136 = -2131172.667585
  nChanged 92
		SP:Iteration 82Q (55718.040000 sec): 3 clusters
  Score: Raw -2134409.843146 + Penalty 3219.088136 = -2131190.755010
  nChanged 102
		SP:Iteration 83Q (55718.340000 sec): 3 clusters
  Score: Raw -2134429.286305 + Penalty 3219.088136 = -2131210.198169
  nChanged 111
		SP:Iteration 84Q (55718.680000 sec): 3 clusters
  Score: Raw -2134455.144954 + Penalty 3219.088136 = -2131236.056818
  nChanged 104
		SP:Iteration 85Q (55719.000000 sec): 3 clusters
  Score: Raw -2134477.695181 + Penalty 3219.088136 = -2131258.607044
  nChanged 111
		SP:Iteration 86Q (55719.320000 sec): 3 clusters
  Score: Raw -2134500.755233 + Penalty 3219.088136 = -2131281.667097
  nChanged 125
		SP:Iteration 87Q (55719.610000 sec): 3 clusters
  Score: Raw -2134526.131837 + Penalty 3219.088136 = -2131307.043700
  nChanged 109
		SP:Iteration 88Q (55719.930000 sec): 3 clusters
  Score: Raw -2134548.813670 + Penalty 3219.088136 = -2131329.725533
  nChanged 99
		SP:Iteration 89Q (55720.230000 sec): 3 clusters
  Score: Raw -2134568.552032 + Penalty 3219.088136 = -2131349.463895
  nChanged 111
		SP:Iteration 90Q (55720.560000 sec): 3 clusters
  Score: Raw -2134595.737914 + Penalty 3219.088136 = -2131376.649778
  nChanged 125
		SP:Iteration 91Q (55720.890000 sec): 3 clusters
  Score: Raw -2134626.500397 + Penalty 3219.088136 = -2131407.412260
  nChanged 124
		SP:Iteration 92Q (55721.200000 sec): 3 clusters
  Score: Raw -2134655.437396 + Penalty 3219.088136 = -2131436.349260
  nChanged 120
		SP:Iteration 93Q (55721.540000 sec): 3 clusters
  Score: Raw -2134680.840220 + Penalty 3219.088136 = -2131461.752084
  nChanged 107
		SP:Iteration 94Q (55721.840000 sec): 3 clusters
  Score: Raw -2134705.606365 + Penalty 3219.088136 = -2131486.518229
  nChanged 100
		SP:Iteration 95Q (55722.160000 sec): 3 clusters
  Score: Raw -2134730.432388 + Penalty 3219.088136 = -2131511.344252
  nChanged 132
		SP:Iteration 96Q (55722.460000 sec): 3 clusters
  Score: Raw -2134766.571079 + Penalty 3219.088136 = -2131547.482943
  nChanged 125
		SP:Iteration 97Q (55722.790000 sec): 3 clusters
  Score: Raw -2134800.873134 + Penalty 3219.088136 = -2131581.784998
  nChanged 136
		SP:Iteration 98Q (55723.090000 sec): 3 clusters
  Score: Raw -2134836.605735 + Penalty 3219.088136 = -2131617.517599
  nChanged 138
		SP:Iteration 99Q (55723.360000 sec): 3 clusters
  Score: Raw -2134876.790691 + Penalty 3219.088136 = -2131657.702554
  nChanged 139
		SP:Iteration 100F (55723.660000 sec): 3 clusters
  Score: Raw -2134916.744224 + Penalty 3219.088136 = -2131697.656088
  nChanged 136
		SP:Iteration 101Q (55724.000000 sec): 3 clusters
  Score: Raw -2134958.986144 + Penalty 3219.088136 = -2131739.898007
  nChanged 146
		SP:Iteration 102Q (55724.270000 sec): 3 clusters
  Score: Raw -2134999.915941 + Penalty 3219.088136 = -2131780.827805
  nChanged 123
		SP:Iteration 103Q (55724.570000 sec): 3 clusters
  Score: Raw -2135031.391538 + Penalty 3219.088136 = -2131812.303402
  nChanged 122
		SP:Iteration 104Q (55724.870000 sec): 3 clusters
  Score: Raw -2135065.024767 + Penalty 3219.088136 = -2131845.936630
  nChanged 110
		SP:Iteration 105Q (55725.120000 sec): 3 clusters
  Score: Raw -2135095.076443 + Penalty 3219.088136 = -2131875.988306
  nChanged 92
		SP:Iteration 106Q (55725.370000 sec): 3 clusters
  Score: Raw -2135120.607606 + Penalty 3219.088136 = -2131901.519469
  nChanged 97
		SP:Iteration 107Q (55725.640000 sec): 3 clusters
  Score: Raw -2135149.265777 + Penalty 3219.088136 = -2131930.177641
  nChanged 92
		SP:Iteration 108Q (55725.860000 sec): 3 clusters
  Score: Raw -2135171.736953 + Penalty 3219.088136 = -2131952.648817
  nChanged 76
		SP:Iteration 109Q (55726.160000 sec): 3 clusters
  Score: Raw -2135192.165325 + Penalty 3219.088136 = -2131973.077188
  nChanged 73
		SP:Iteration 110Q (55726.440000 sec): 3 clusters
  Score: Raw -2135211.211016 + Penalty 3219.088136 = -2131992.122880
  nChanged 67
		SP:Iteration 111Q (55726.740000 sec): 3 clusters
  Score: Raw -2135230.021066 + Penalty 3219.088136 = -2132010.932930
  nChanged 79
		SP:Iteration 112Q (55727.010000 sec): 3 clusters
  Score: Raw -2135252.114561 + Penalty 3219.088136 = -2132033.026425
  nChanged 74
		SP:Iteration 113Q (55727.310000 sec): 3 clusters
  Score: Raw -2135271.928761 + Penalty 3219.088136 = -2132052.840624
  nChanged 58
		SP:Iteration 114Q (55727.520000 sec): 3 clusters
  Score: Raw -2135288.170197 + Penalty 3219.088136 = -2132069.082061
  nChanged 53
		SP:Iteration 115Q (55727.820000 sec): 3 clusters
  Score: Raw -2135300.730556 + Penalty 3219.088136 = -2132081.642420
  nChanged 49
		SP:Iteration 116Q (55728.120000 sec): 3 clusters
  Score: Raw -2135315.609589 + Penalty 3219.088136 = -2132096.521453
  nChanged 60
		SP:Iteration 117Q (55728.370000 sec): 3 clusters
  Score: Raw -2135337.170127 + Penalty 3219.088136 = -2132118.081991
  nChanged 57
		SP:Iteration 118Q (55728.690000 sec): 3 clusters
  Score: Raw -2135354.288581 + Penalty 3219.088136 = -2132135.200444
  nChanged 63
		SP:Iteration 119Q (55729.010000 sec): 3 clusters
  Score: Raw -2135374.010752 + Penalty 3219.088136 = -2132154.922616
  nChanged 65
		SP:Iteration 120F (55729.310000 sec): 3 clusters
  Score: Raw -2135396.022210 + Penalty 3219.088136 = -2132176.934074
  nChanged 64
		SP:Iteration 121Q (55729.620000 sec): 3 clusters
  Score: Raw -2135415.610299 + Penalty 3219.088136 = -2132196.522163
  nChanged 58
		SP:Iteration 122Q (55729.860000 sec): 3 clusters
  Score: Raw -2135434.572687 + Penalty 3219.088136 = -2132215.484551
  nChanged 47
		SP:Iteration 123Q (55730.190000 sec): 3 clusters
  Score: Raw -2135454.769204 + Penalty 3219.088136 = -2132235.681068
  nChanged 57
		SP:Iteration 124Q (55730.480000 sec): 3 clusters
  Score: Raw -2135478.937740 + Penalty 3219.088136 = -2132259.849604
  nChanged 65
		SP:Iteration 125Q (55730.780000 sec): 3 clusters
  Score: Raw -2135502.380010 + Penalty 3219.088136 = -2132283.291874
  nChanged 57
		SP:Iteration 126Q (55731.070000 sec): 3 clusters
  Score: Raw -2135525.067030 + Penalty 3219.088136 = -2132305.978894
  nChanged 51
		SP:Iteration 127Q (55731.390000 sec): 3 clusters
  Score: Raw -2135545.322864 + Penalty 3219.088136 = -2132326.234728
  nChanged 38
		SP:Iteration 128Q (55731.630000 sec): 3 clusters
  Score: Raw -2135559.216079 + Penalty 3219.088136 = -2132340.127943
  nChanged 36
		SP:Iteration 129Q (55731.930000 sec): 3 clusters
  Score: Raw -2135571.489178 + Penalty 3219.088136 = -2132352.401042
  nChanged 30
		SP:Iteration 130Q (55732.270000 sec): 3 clusters
  Score: Raw -2135585.483829 + Penalty 3219.088136 = -2132366.395693
  nChanged 27
		SP:Iteration 131Q (55732.540000 sec): 3 clusters
  Score: Raw -2135595.026052 + Penalty 3219.088136 = -2132375.937916
  nChanged 28
		SP:Iteration 132Q (55732.830000 sec): 3 clusters
  Score: Raw -2135607.598996 + Penalty 3219.088136 = -2132388.510860
  nChanged 30
		SP:Iteration 133Q (55733.160000 sec): 3 clusters
  Score: Raw -2135618.413910 + Penalty 3219.088136 = -2132399.325773
  nChanged 24
		SP:Iteration 134Q (55733.460000 sec): 3 clusters
  Score: Raw -2135626.655810 + Penalty 3219.088136 = -2132407.567673
  nChanged 21
		SP:Iteration 135Q (55733.780000 sec): 3 clusters
  Score: Raw -2135634.347723 + Penalty 3219.088136 = -2132415.259586
  nChanged 23
		SP:Iteration 136Q (55734.020000 sec): 3 clusters
  Score: Raw -2135643.842698 + Penalty 3219.088136 = -2132424.754562
  nChanged 23
		SP:Iteration 137Q (55734.320000 sec): 3 clusters
  Score: Raw -2135649.366252 + Penalty 3219.088136 = -2132430.278116
  nChanged 9
		SP:Iteration 138Q (55734.550000 sec): 3 clusters
  Score: Raw -2135653.924852 + Penalty 3219.088136 = -2132434.836715
  nChanged 16
		SP:Iteration 139Q (55734.840000 sec): 3 clusters
  Score: Raw -2135660.984256 + Penalty 3219.088136 = -2132441.896120
  nChanged 18
		SP:Iteration 140F (55735.160000 sec): 3 clusters
  Score: Raw -2135667.859360 + Penalty 3219.088136 = -2132448.771223
  nChanged 17
		SP:Iteration 141Q (55735.440000 sec): 3 clusters
  Score: Raw -2135675.344672 + Penalty 3219.088136 = -2132456.256536
  nChanged 20
		SP:Iteration 142Q (55735.680000 sec): 3 clusters
  Score: Raw -2135684.104267 + Penalty 3219.088136 = -2132465.016131
  nChanged 14
		SP:Iteration 143Q (55735.930000 sec): 3 clusters
  Score: Raw -2135689.251672 + Penalty 3219.088136 = -2132470.163536
  nChanged 9
		SP:Iteration 144Q (55736.220000 sec): 3 clusters
  Score: Raw -2135691.279748 + Penalty 3219.088136 = -2132472.191612
  nChanged 6
		SP:Iteration 145Q (55736.510000 sec): 3 clusters
  Score: Raw -2135692.906545 + Penalty 3219.088136 = -2132473.818409
  nChanged 1
		SP:Iteration 146Q (55736.760000 sec): 3 clusters
  Score: Raw -2135693.425841 + Penalty 3219.088136 = -2132474.337704
  nChanged 2
		SP:Iteration 147Q (55737.110000 sec): 3 clusters
  Score: Raw -2135694.859392 + Penalty 3219.088136 = -2132475.771256
  nChanged 4
		SP:Iteration 148Q (55737.400000 sec): 3 clusters
  Score: Raw -2135697.007384 + Penalty 3219.088136 = -2132477.919247
  nChanged 6
		SP:Iteration 149Q (55737.650000 sec): 3 clusters
  Score: Raw -2135699.503787 + Penalty 3219.088136 = -2132480.415651
  nChanged 8
		SP:Iteration 150Q (55737.980000 sec): 3 clusters
  Score: Raw -2135702.321704 + Penalty 3219.088136 = -2132483.233567
  nChanged 4
		SP:Iteration 151Q (55738.280000 sec): 3 clusters
  Score: Raw -2135703.607425 + Penalty 3219.088136 = -2132484.519289
  nChanged 3
		SP:Iteration 152Q (55738.550000 sec): 3 clusters
  Score: Raw -2135704.174572 + Penalty 3219.088136 = -2132485.086436
  nChanged 3
		SP:Iteration 153Q (55738.890000 sec): 3 clusters
  Score: Raw -2135704.942726 + Penalty 3219.088136 = -2132485.854590
  nChanged 0
		SP:Iteration 154F (55739.190000 sec): 3 clusters
  Score: Raw -2135704.942726 + Penalty 3219.088136 = -2132485.854590
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (1027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55739.320000 sec): 2 clusters
  Score: Raw -113796.908338 + Penalty 1126.839547 = -112670.068791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55739.530000 sec): 3 clusters
  Score: Raw -113493.781378 + Penalty 2253.679093 = -111240.102285
  nChanged 312
		SP:Iteration 1F (55739.730000 sec): 3 clusters
  Score: Raw -113948.291997 + Penalty 2253.679093 = -111694.612904
  nChanged 97
		SP:Iteration 2F (55739.990000 sec): 3 clusters
  Score: Raw -114135.973657 + Penalty 2253.679093 = -111882.294564
  nChanged 87
		SP:Iteration 3F (55740.140000 sec): 3 clusters
  Score: Raw -114294.637956 + Penalty 2253.679093 = -112040.958862
  nChanged 55
		SP:Iteration 4F (55740.310000 sec): 3 clusters
  Score: Raw -114404.226325 + Penalty 2253.679093 = -112150.547231
  nChanged 49
		SP:Iteration 5Q (55740.440000 sec): 3 clusters
  Score: Raw -114483.198920 + Penalty 2253.679093 = -112229.519827
  nChanged 31
		SP:Iteration 6Q (55740.640000 sec): 3 clusters
  Score: Raw -114550.485758 + Penalty 2253.679093 = -112296.806665
  nChanged 26
		SP:Iteration 7Q (55740.850000 sec): 3 clusters
  Score: Raw -114592.787862 + Penalty 2253.679093 = -112339.108769
  nChanged 15
		SP:Iteration 8Q (55741.010000 sec): 3 clusters
  Score: Raw -114608.907892 + Penalty 2253.679093 = -112355.228799
  nChanged 8
		SP:Iteration 9Q (55741.200000 sec): 3 clusters
  Score: Raw -114616.490186 + Penalty 2253.679093 = -112362.811093
  nChanged 7
		SP:Iteration 10Q (55741.410000 sec): 3 clusters
  Score: Raw -114624.615211 + Penalty 2253.679093 = -112370.936118
  nChanged 4
		SP:Iteration 11Q (55741.620000 sec): 3 clusters
  Score: Raw -114630.171195 + Penalty 2253.679093 = -112376.492101
  nChanged 7
		SP:Iteration 12Q (55741.810000 sec): 3 clusters
  Score: Raw -114637.383846 + Penalty 2253.679093 = -112383.704753
  nChanged 2
		SP:Iteration 13Q (55742.020000 sec): 3 clusters
  Score: Raw -114639.287151 + Penalty 2253.679093 = -112385.608058
  nChanged 1
		SP:Iteration 14Q (55742.180000 sec): 3 clusters
  Score: Raw -114641.903005 + Penalty 2253.679093 = -112388.223912
  nChanged 3
		SP:Iteration 15Q (55742.390000 sec): 3 clusters
  Score: Raw -114648.025279 + Penalty 2253.679093 = -112394.346185
  nChanged 3
		SP:Iteration 16Q (55742.600000 sec): 3 clusters
  Score: Raw -114652.520878 + Penalty 2253.679093 = -112398.841785
  nChanged 6
		SP:Iteration 17Q (55742.810000 sec): 3 clusters
  Score: Raw -114662.662629 + Penalty 2253.679093 = -112408.983536
  nChanged 9
		SP:Iteration 18Q (55743.020000 sec): 3 clusters
  Score: Raw -114681.509445 + Penalty 2253.679093 = -112427.830352
  nChanged 7
		SP:Iteration 19Q (55743.190000 sec): 3 clusters
  Score: Raw -114692.718856 + Penalty 2253.679093 = -112439.039763
  nChanged 11
		SP:Iteration 20F (55743.400000 sec): 3 clusters
  Score: Raw -114711.963026 + Penalty 2253.679093 = -112458.283932
  nChanged 7
		SP:Iteration 21Q (55743.570000 sec): 3 clusters
  Score: Raw -114721.964760 + Penalty 2253.679093 = -112468.285667
  nChanged 5
		SP:Iteration 22Q (55743.800000 sec): 3 clusters
  Score: Raw -114728.545752 + Penalty 2253.679093 = -112474.866658
  nChanged 7
		SP:Iteration 23Q (55743.960000 sec): 3 clusters
  Score: Raw -114741.146330 + Penalty 2253.679093 = -112487.467237
  nChanged 6
		SP:Iteration 24Q (55744.130000 sec): 3 clusters
  Score: Raw -114747.471327 + Penalty 2253.679093 = -112493.792234
  nChanged 4
		SP:Iteration 25Q (55744.300000 sec): 3 clusters
  Score: Raw -114751.484037 + Penalty 2253.679093 = -112497.804944
  nChanged 2
		SP:Iteration 26Q (55744.520000 sec): 3 clusters
  Score: Raw -114753.563962 + Penalty 2253.679093 = -112499.884869
  nChanged 2
		SP:Iteration 27Q (55744.750000 sec): 3 clusters
  Score: Raw -114754.874655 + Penalty 2253.679093 = -112501.195562
  nChanged 3
		SP:Iteration 28Q (55744.880000 sec): 3 clusters
  Score: Raw -114759.073240 + Penalty 2253.679093 = -112505.394147
  nChanged 4
		SP:Iteration 29Q (55745.040000 sec): 3 clusters
  Score: Raw -114762.498818 + Penalty 2253.679093 = -112508.819725
  nChanged 2
		SP:Iteration 30Q (55745.230000 sec): 3 clusters
  Score: Raw -114764.085236 + Penalty 2253.679093 = -112510.406143
  nChanged 2
		SP:Iteration 31Q (55745.380000 sec): 3 clusters
  Score: Raw -114765.504446 + Penalty 2253.679093 = -112511.825353
  nChanged 1
		SP:Iteration 32Q (55745.570000 sec): 3 clusters
  Score: Raw -114766.013591 + Penalty 2253.679093 = -112512.334498
  nChanged 2
		SP:Iteration 33Q (55745.750000 sec): 3 clusters
  Score: Raw -114767.304473 + Penalty 2253.679093 = -112513.625380
  nChanged 0
		SP:Iteration 34F (55745.930000 sec): 3 clusters
  Score: Raw -114767.304473 + Penalty 2253.679093 = -112513.625380
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55746.070000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55746.230000 sec): 3 clusters
  Score: Raw -48644.696334 + Penalty 1948.846929 = -46695.849405
  nChanged 89
		SP:Iteration 1F (55746.370000 sec): 3 clusters
  Score: Raw -48781.833281 + Penalty 1948.846929 = -46832.986352
  nChanged 20
		SP:Iteration 2Q (55746.570000 sec): 3 clusters
  Score: Raw -48819.551885 + Penalty 1948.846929 = -46870.704956
  nChanged 6
		SP:Iteration 3Q (55746.750000 sec): 3 clusters
  Score: Raw -48829.245572 + Penalty 1948.846929 = -46880.398643
  nChanged 9
		SP:Iteration 4Q (55746.950000 sec): 3 clusters
  Score: Raw -48843.441686 + Penalty 1948.846929 = -46894.594757
  nChanged 6
		SP:Iteration 5Q (55747.110000 sec): 3 clusters
  Score: Raw -48852.484861 + Penalty 1948.846929 = -46903.637933
  nChanged 5
		SP:Iteration 6Q (55747.320000 sec): 3 clusters
  Score: Raw -48857.067803 + Penalty 1948.846929 = -46908.220875
  nChanged 1
		SP:Iteration 7Q (55747.500000 sec): 3 clusters
  Score: Raw -48858.190420 + Penalty 1948.846929 = -46909.343492
  nChanged 2
		SP:Iteration 8Q (55747.710000 sec): 3 clusters
  Score: Raw -48862.126412 + Penalty 1948.846929 = -46913.279484
  nChanged 4
		SP:Iteration 9Q (55747.890000 sec): 3 clusters
  Score: Raw -48866.250465 + Penalty 1948.846929 = -46917.403536
  nChanged 2
		SP:Iteration 10Q (55748.050000 sec): 3 clusters
  Score: Raw -48867.926636 + Penalty 1948.846929 = -46919.079707
  nChanged 2
		SP:Iteration 11Q (55748.240000 sec): 3 clusters
  Score: Raw -48869.972335 + Penalty 1948.846929 = -46921.125406
  nChanged 1
		SP:Iteration 12Q (55748.390000 sec): 3 clusters
  Score: Raw -48872.084975 + Penalty 1948.846929 = -46923.238046
  nChanged 0
		SP:Iteration 13F (55748.610000 sec): 3 clusters
  Score: Raw -48872.084975 + Penalty 1948.846929 = -46923.238046
  nChanged 0
Iteration 139Q (55839.060000 sec): 56 clusters
  Score: Raw -169094285.063313 + Penalty 127408.399864 = -168966876.663449
  nChanged 8697
Iteration 140F (55986.420000 sec): 56 clusters
  Score: Raw -169095828.101284 + Penalty 127408.399864 = -168968419.701420
  nChanged 8124
Iteration 141Q (56076.470000 sec): 56 clusters
  Score: Raw -169096614.359237 + Penalty 127408.399864 = -168969205.959372
  nChanged 6281
Iteration 142Q (56155.620000 sec): 56 clusters
  Score: Raw -169097141.732462 + Penalty 127408.399864 = -168969733.332598
  nChanged 5432
Iteration 143Q (56234.860000 sec): 56 clusters
  Score: Raw -169097569.600355 + Penalty 127408.399864 = -168970161.200491
  nChanged 4887
Iteration 144Q (56319.420000 sec): 56 clusters
  Score: Raw -169097924.984633 + Penalty 127408.399864 = -168970516.584769
  nChanged 4424
Iteration 145Q (56411.290000 sec): 56 clusters
  Score: Raw -169098226.084570 + Penalty 127408.399864 = -168970817.684706
  nChanged 4084
Iteration 146Q (56492.440000 sec): 56 clusters
  Score: Raw -169098500.062698 + Penalty 127408.399864 = -168971091.662834
  nChanged 3896
Iteration 147Q (56579.710000 sec): 56 clusters
  Score: Raw -169098767.696863 + Penalty 127408.399864 = -168971359.296998
  nChanged 3697
Iteration 148Q (56654.850000 sec): 56 clusters
  Score: Raw -169099025.199290 + Penalty 127408.399864 = -168971616.799426
  nChanged 3663
Iteration 149Q (56735.170000 sec): 56 clusters
  Score: Raw -169099272.140373 + Penalty 127408.399864 = -168971863.740508
  nChanged 3574
Iteration 150Q (56814.960000 sec): 56 clusters
  Score: Raw -169099496.797230 + Penalty 127408.399864 = -168972088.397365
  nChanged 3509
Iteration 151Q (56894.670000 sec): 56 clusters
  Score: Raw -169099713.551552 + Penalty 127408.399864 = -168972305.151688
  nChanged 3302
Iteration 152Q (56970.330000 sec): 56 clusters
  Score: Raw -169099914.949248 + Penalty 127408.399864 = -168972506.549384
  nChanged 3244
Iteration 153Q (57054.800000 sec): 56 clusters
  Score: Raw -169100114.738962 + Penalty 127408.399864 = -168972706.339097
  nChanged 3156
Iteration 154Q (57135.530000 sec): 56 clusters
  Score: Raw -169100301.785100 + Penalty 127408.399864 = -168972893.385236
  nChanged 3132
Iteration 155Q (57228.310000 sec): 56 clusters
  Score: Raw -169100481.269619 + Penalty 127408.399864 = -168973072.869755
  nChanged 2978
Iteration 156Q (57323.570000 sec): 56 clusters
  Score: Raw -169100648.700740 + Penalty 127408.399864 = -168973240.300876
  nChanged 2822
Iteration 157Q (57409.350000 sec): 56 clusters
  Score: Raw -169100794.400673 + Penalty 127408.399864 = -168973386.000809
  nChanged 2664
Iteration 158Q (57498.430000 sec): 56 clusters
  Score: Raw -169100933.412437 + Penalty 127408.399864 = -168973525.012573
  nChanged 2481
Iteration 159Q (57590.420000 sec): 56 clusters
  Score: Raw -169101065.564572 + Penalty 127408.399864 = -168973657.164707
  nChanged 2329
Iteration 160F (57743.060000 sec): 56 clusters
  Score: Raw -169101228.205532 + Penalty 127408.399864 = -168973819.805667
  nChanged 2311
Iteration 161Q (57838.140000 sec): 56 clusters
  Score: Raw -169101370.131031 + Penalty 127408.399864 = -168973961.731166
  nChanged 2307
Iteration 162Q (57935.210000 sec): 56 clusters
  Score: Raw -169101503.123988 + Penalty 127408.399864 = -168974094.724124
  nChanged 2267
Iteration 163Q (58023.200000 sec): 56 clusters
  Score: Raw -169101625.786602 + Penalty 127408.399864 = -168974217.386738
  nChanged 2196
Iteration 164Q (58114.630000 sec): 56 clusters
  Score: Raw -169101741.719057 + Penalty 127408.399864 = -168974333.319193
  nChanged 2230
Iteration 165Q (58198.660000 sec): 56 clusters
  Score: Raw -169101856.661250 + Penalty 127408.399864 = -168974448.261386
  nChanged 2176
Iteration 166Q (58275.930000 sec): 56 clusters
  Score: Raw -169101964.062558 + Penalty 127408.399864 = -168974555.662693
  nChanged 2083
Iteration 167Q (58355.650000 sec): 56 clusters
  Score: Raw -169102064.171234 + Penalty 127408.399864 = -168974655.771370
  nChanged 2075
Iteration 168Q (58428.180000 sec): 56 clusters
  Score: Raw -169102162.641632 + Penalty 127408.399864 = -168974754.241767
  nChanged 1996
Iteration 169Q (58500.510000 sec): 56 clusters
  Score: Raw -169102250.563741 + Penalty 127408.399864 = -168974842.163877
  nChanged 1915
Iteration 170Q (58576.100000 sec): 56 clusters
  Score: Raw -169102328.918209 + Penalty 127408.399864 = -168974920.518345
  nChanged 1754
Iteration 171Q (58658.340000 sec): 56 clusters
  Score: Raw -169102400.258780 + Penalty 127408.399864 = -168974991.858916
  nChanged 1670
Iteration 172Q (58740.980000 sec): 56 clusters
  Score: Raw -169102468.383191 + Penalty 127408.399864 = -168975059.983326
  nChanged 1662
Iteration 173Q (58825.110000 sec): 56 clusters
  Score: Raw -169102533.293381 + Penalty 127408.399864 = -168975124.893517
  nChanged 1583
Iteration 174Q (58901.270000 sec): 56 clusters
  Score: Raw -169102590.952225 + Penalty 127408.399864 = -168975182.552360
  nChanged 1459
Iteration 175Q (58977.490000 sec): 56 clusters
  Score: Raw -169102645.417237 + Penalty 127408.399864 = -168975237.017373
  nChanged 1372
Iteration 176Q (59056.680000 sec): 56 clusters
  Score: Raw -169102695.822233 + Penalty 127408.399864 = -168975287.422368
  nChanged 1320
Iteration 177Q (59135.950000 sec): 56 clusters
  Score: Raw -169102741.645722 + Penalty 127408.399864 = -168975333.245858
  nChanged 1276
Iteration 178Q (59216.810000 sec): 56 clusters
  Score: Raw -169102782.861957 + Penalty 127408.399864 = -168975374.462093
  nChanged 1188
Writing temp clu file 
Because OldScore, -168975333.245858, is greater than current (better) Score,-168975374.462093 
 Compute initial score before splitting:   Score: Raw -169102782.861957 + Penalty 127408.399864 = -168975374.462093
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (19137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59217.530000 sec): 2 clusters
  Score: Raw -2236948.234204 + Penalty 1602.149073 = -2235346.085130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59217.800000 sec): 3 clusters
  Score: Raw -2225387.938662 + Penalty 3204.298147 = -2222183.640516
  nChanged 8674
		SP:Iteration 1F (59218.080000 sec): 3 clusters
  Score: Raw -2230159.868698 + Penalty 3204.298147 = -2226955.570552
  nChanged 1259
		SP:Iteration 2F (59218.380000 sec): 3 clusters
  Score: Raw -2230711.813069 + Penalty 3204.298147 = -2227507.514922
  nChanged 1147
		SP:Iteration 3F (59218.670000 sec): 3 clusters
  Score: Raw -2231333.997836 + Penalty 3204.298147 = -2228129.699689
  nChanged 1199
		SP:Iteration 4F (59218.980000 sec): 3 clusters
  Score: Raw -2232030.032564 + Penalty 3204.298147 = -2228825.734418
  nChanged 1211
		SP:Iteration 5F (59219.210000 sec): 3 clusters
  Score: Raw -2232753.208049 + Penalty 3204.298147 = -2229548.909902
  nChanged 1199
		SP:Iteration 6F (59219.470000 sec): 3 clusters
  Score: Raw -2233567.699390 + Penalty 3204.298147 = -2230363.401243
  nChanged 1201
		SP:Iteration 7F (59219.810000 sec): 3 clusters
  Score: Raw -2234416.296086 + Penalty 3204.298147 = -2231211.997939
  nChanged 979
		SP:Iteration 8F (59220.080000 sec): 3 clusters
  Score: Raw -2235137.722548 + Penalty 3204.298147 = -2231933.424401
  nChanged 781
		SP:Iteration 9Q (59220.390000 sec): 3 clusters
  Score: Raw -2235711.454390 + Penalty 3204.298147 = -2232507.156244
  nChanged 583
		SP:Iteration 10Q (59220.690000 sec): 3 clusters
  Score: Raw -2236149.289377 + Penalty 3204.298147 = -2232944.991231
  nChanged 435
		SP:Iteration 11Q (59221.010000 sec): 3 clusters
  Score: Raw -2236484.544942 + Penalty 3204.298147 = -2233280.246795
  nChanged 282
		SP:Iteration 12Q (59221.330000 sec): 3 clusters
  Score: Raw -2236707.588431 + Penalty 3204.298147 = -2233503.290284
  nChanged 185
		SP:Iteration 13Q (59221.660000 sec): 3 clusters
  Score: Raw -2236850.362662 + Penalty 3204.298147 = -2233646.064515
  nChanged 128
		SP:Iteration 14Q (59221.900000 sec): 3 clusters
  Score: Raw -2236941.115509 + Penalty 3204.298147 = -2233736.817363
  nChanged 83
		SP:Iteration 15Q (59222.140000 sec): 3 clusters
  Score: Raw -2237006.965695 + Penalty 3204.298147 = -2233802.667548
  nChanged 61
		SP:Iteration 16Q (59222.380000 sec): 3 clusters
  Score: Raw -2237054.673115 + Penalty 3204.298147 = -2233850.374969
  nChanged 31
		SP:Iteration 17Q (59222.700000 sec): 3 clusters
  Score: Raw -2237084.473391 + Penalty 3204.298147 = -2233880.175244
  nChanged 26
		SP:Iteration 18Q (59222.960000 sec): 3 clusters
  Score: Raw -2237102.938284 + Penalty 3204.298147 = -2233898.640138
  nChanged 16
		SP:Iteration 19Q (59223.190000 sec): 3 clusters
  Score: Raw -2237114.212214 + Penalty 3204.298147 = -2233909.914067
  nChanged 9
		SP:Iteration 20F (59223.500000 sec): 3 clusters
  Score: Raw -2237119.136917 + Penalty 3204.298147 = -2233914.838771
  nChanged 7
		SP:Iteration 21Q (59223.780000 sec): 3 clusters
  Score: Raw -2237123.490028 + Penalty 3204.298147 = -2233919.191881
  nChanged 9
		SP:Iteration 22Q (59224.060000 sec): 3 clusters
  Score: Raw -2237127.782263 + Penalty 3204.298147 = -2233923.484116
  nChanged 5
		SP:Iteration 23Q (59224.360000 sec): 3 clusters
  Score: Raw -2237130.000655 + Penalty 3204.298147 = -2233925.702509
  nChanged 3
		SP:Iteration 24Q (59224.620000 sec): 3 clusters
  Score: Raw -2237132.028900 + Penalty 3204.298147 = -2233927.730753
  nChanged 3
		SP:Iteration 25Q (59224.920000 sec): 3 clusters
  Score: Raw -2237134.353421 + Penalty 3204.298147 = -2233930.055274
  nChanged 3
		SP:Iteration 26Q (59225.250000 sec): 3 clusters
  Score: Raw -2237137.179600 + Penalty 3204.298147 = -2233932.881453
  nChanged 3
		SP:Iteration 27Q (59225.490000 sec): 3 clusters
  Score: Raw -2237139.013338 + Penalty 3204.298147 = -2233934.715191
  nChanged 2
		SP:Iteration 28Q (59225.730000 sec): 3 clusters
  Score: Raw -2237139.674668 + Penalty 3204.298147 = -2233935.376521
  nChanged 2
		SP:Iteration 29Q (59226.010000 sec): 3 clusters
  Score: Raw -2237140.643207 + Penalty 3204.298147 = -2233936.345060
  nChanged 2
		SP:Iteration 30Q (59226.310000 sec): 3 clusters
  Score: Raw -2237142.748610 + Penalty 3204.298147 = -2233938.450463
  nChanged 5
		SP:Iteration 31Q (59226.580000 sec): 3 clusters
  Score: Raw -2237145.293339 + Penalty 3204.298147 = -2233940.995192
  nChanged 3
		SP:Iteration 32Q (59226.880000 sec): 3 clusters
  Score: Raw -2237146.740956 + Penalty 3204.298147 = -2233942.442809
  nChanged 0
		SP:Iteration 33F (59227.140000 sec): 3 clusters
  Score: Raw -2237146.740956 + Penalty 3204.298147 = -2233942.442809
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59227.320000 sec): 2 clusters
  Score: Raw -44324.387373 + Penalty 997.731240 = -43326.656133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59227.460000 sec): 3 clusters
  Score: Raw -44346.358381 + Penalty 1995.462479 = -42350.895901
  nChanged 130
		SP:Iteration 1F (59227.700000 sec): 3 clusters
  Score: Raw -44651.750312 + Penalty 1995.462479 = -42656.287832
  nChanged 43
		SP:Iteration 2F (59227.820000 sec): 3 clusters
  Score: Raw -44816.475481 + Penalty 1995.462479 = -42821.013002
  nChanged 21
		SP:Iteration 3Q (59228.020000 sec): 3 clusters
  Score: Raw -44883.062689 + Penalty 1995.462479 = -42887.600210
  nChanged 12
		SP:Iteration 4Q (59228.200000 sec): 3 clusters
  Score: Raw -44910.962924 + Penalty 1995.462479 = -42915.500444
  nChanged 8
		SP:Iteration 5Q (59228.380000 sec): 3 clusters
  Score: Raw -44936.852355 + Penalty 1995.462479 = -42941.389875
  nChanged 6
		SP:Iteration 6Q (59228.540000 sec): 3 clusters
  Score: Raw -44951.848368 + Penalty 1995.462479 = -42956.385888
  nChanged 6
		SP:Iteration 7Q (59228.730000 sec): 3 clusters
  Score: Raw -44964.622638 + Penalty 1995.462479 = -42969.160159
  nChanged 4
		SP:Iteration 8Q (59228.900000 sec): 3 clusters
  Score: Raw -44984.890489 + Penalty 1995.462479 = -42989.428010
  nChanged 6
		SP:Iteration 9Q (59229.060000 sec): 3 clusters
  Score: Raw -45010.885316 + Penalty 1995.462479 = -43015.422837
  nChanged 4
		SP:Iteration 10Q (59229.210000 sec): 3 clusters
  Score: Raw -45022.636125 + Penalty 1995.462479 = -43027.173646
  nChanged 0
		SP:Iteration 11F (59229.440000 sec): 3 clusters
  Score: Raw -45022.636125 + Penalty 1995.462479 = -43027.173646
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (15440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59229.600000 sec): 2 clusters
  Score: Raw -1746632.277018 + Penalty 1567.266484 = -1745065.010534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59229.920000 sec): 3 clusters
  Score: Raw -1737568.046906 + Penalty 3134.532968 = -1734433.513938
  nChanged 6823
		SP:Iteration 1F (59230.160000 sec): 3 clusters
  Score: Raw -1741267.333188 + Penalty 3134.532968 = -1738132.800220
  nChanged 819
		SP:Iteration 2F (59230.440000 sec): 3 clusters
  Score: Raw -1741611.474273 + Penalty 3134.532968 = -1738476.941306
  nChanged 799
		SP:Iteration 3F (59230.770000 sec): 3 clusters
  Score: Raw -1741944.989813 + Penalty 3134.532968 = -1738810.456845
  nChanged 749
		SP:Iteration 4Q (59231.070000 sec): 3 clusters
  Score: Raw -1742289.787845 + Penalty 3134.532968 = -1739155.254877
  nChanged 746
		SP:Iteration 5Q (59231.330000 sec): 3 clusters
  Score: Raw -1742659.641220 + Penalty 3134.532968 = -1739525.108252
  nChanged 707
		SP:Iteration 6Q (59231.650000 sec): 3 clusters
  Score: Raw -1743045.361087 + Penalty 3134.532968 = -1739910.828119
  nChanged 685
		SP:Iteration 7Q (59231.880000 sec): 3 clusters
  Score: Raw -1743453.856959 + Penalty 3134.532968 = -1740319.323991
  nChanged 687
		SP:Iteration 8Q (59232.110000 sec): 3 clusters
  Score: Raw -1743899.543802 + Penalty 3134.532968 = -1740765.010834
  nChanged 665
		SP:Iteration 9Q (59232.410000 sec): 3 clusters
  Score: Raw -1744336.827521 + Penalty 3134.532968 = -1741202.294554
  nChanged 632
		SP:Iteration 10Q (59232.750000 sec): 3 clusters
  Score: Raw -1744750.963377 + Penalty 3134.532968 = -1741616.430409
  nChanged 608
		SP:Iteration 11Q (59233.020000 sec): 3 clusters
  Score: Raw -1745166.635886 + Penalty 3134.532968 = -1742032.102918
  nChanged 492
		SP:Iteration 12Q (59233.280000 sec): 3 clusters
  Score: Raw -1745545.116646 + Penalty 3134.532968 = -1742410.583678
  nChanged 428
		SP:Iteration 13Q (59233.610000 sec): 3 clusters
  Score: Raw -1745894.929762 + Penalty 3134.532968 = -1742760.396794
  nChanged 371
		SP:Iteration 14Q (59233.840000 sec): 3 clusters
  Score: Raw -1746171.203440 + Penalty 3134.532968 = -1743036.670472
  nChanged 243
		SP:Iteration 15Q (59234.120000 sec): 3 clusters
  Score: Raw -1746325.073766 + Penalty 3134.532968 = -1743190.540799
  nChanged 201
		SP:Iteration 16Q (59234.360000 sec): 3 clusters
  Score: Raw -1746448.653779 + Penalty 3134.532968 = -1743314.120811
  nChanged 156
		SP:Iteration 17Q (59234.650000 sec): 3 clusters
  Score: Raw -1746540.818960 + Penalty 3134.532968 = -1743406.285992
  nChanged 113
		SP:Iteration 18Q (59234.990000 sec): 3 clusters
  Score: Raw -1746606.672250 + Penalty 3134.532968 = -1743472.139282
  nChanged 91
		SP:Iteration 19Q (59235.260000 sec): 3 clusters
  Score: Raw -1746667.262413 + Penalty 3134.532968 = -1743532.729445
  nChanged 85
		SP:Iteration 20F (59235.460000 sec): 3 clusters
  Score: Raw -1746725.392654 + Penalty 3134.532968 = -1743590.859686
  nChanged 74
		SP:Iteration 21Q (59235.730000 sec): 3 clusters
  Score: Raw -1746772.579389 + Penalty 3134.532968 = -1743638.046421
  nChanged 49
		SP:Iteration 22Q (59235.970000 sec): 3 clusters
  Score: Raw -1746809.053595 + Penalty 3134.532968 = -1743674.520627
  nChanged 39
		SP:Iteration 23Q (59236.240000 sec): 3 clusters
  Score: Raw -1746837.725619 + Penalty 3134.532968 = -1743703.192651
  nChanged 30
		SP:Iteration 24Q (59236.510000 sec): 3 clusters
  Score: Raw -1746854.221413 + Penalty 3134.532968 = -1743719.688445
  nChanged 29
		SP:Iteration 25Q (59236.780000 sec): 3 clusters
  Score: Raw -1746871.269016 + Penalty 3134.532968 = -1743736.736048
  nChanged 19
		SP:Iteration 26Q (59237.050000 sec): 3 clusters
  Score: Raw -1746878.537303 + Penalty 3134.532968 = -1743744.004335
  nChanged 10
		SP:Iteration 27Q (59237.300000 sec): 3 clusters
  Score: Raw -1746883.097444 + Penalty 3134.532968 = -1743748.564477
  nChanged 4
		SP:Iteration 28Q (59237.520000 sec): 3 clusters
  Score: Raw -1746885.078472 + Penalty 3134.532968 = -1743750.545504
  nChanged 3
		SP:Iteration 29Q (59237.750000 sec): 3 clusters
  Score: Raw -1746887.111264 + Penalty 3134.532968 = -1743752.578296
  nChanged 3
		SP:Iteration 30Q (59238.060000 sec): 3 clusters
  Score: Raw -1746889.956451 + Penalty 3134.532968 = -1743755.423483
  nChanged 4
		SP:Iteration 31Q (59238.320000 sec): 3 clusters
  Score: Raw -1746891.512624 + Penalty 3134.532968 = -1743756.979657
  nChanged 2
		SP:Iteration 32Q (59238.550000 sec): 3 clusters
  Score: Raw -1746892.656003 + Penalty 3134.532968 = -1743758.123036
  nChanged 1
		SP:Iteration 33Q (59238.770000 sec): 3 clusters
  Score: Raw -1746892.732818 + Penalty 3134.532968 = -1743758.199850
  nChanged 1
		SP:Iteration 34Q (59239.050000 sec): 3 clusters
  Score: Raw -1746893.444150 + Penalty 3134.532968 = -1743758.911182
  nChanged 1
		SP:Iteration 35Q (59239.260000 sec): 3 clusters
  Score: Raw -1746893.635485 + Penalty 3134.532968 = -1743759.102517
  nChanged 1
		SP:Iteration 36Q (59239.540000 sec): 3 clusters
  Score: Raw -1746894.481432 + Penalty 3134.532968 = -1743759.948464
  nChanged 3
		SP:Iteration 37Q (59239.760000 sec): 3 clusters
  Score: Raw -1746895.725836 + Penalty 3134.532968 = -1743761.192868
  nChanged 1
		SP:Iteration 38Q (59240.000000 sec): 3 clusters
  Score: Raw -1746896.019335 + Penalty 3134.532968 = -1743761.486368
  nChanged 0
		SP:Iteration 39F (59240.230000 sec): 3 clusters
  Score: Raw -1746896.019335 + Penalty 3134.532968 = -1743761.486368
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (14205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59240.400000 sec): 2 clusters
  Score: Raw -1736035.180048 + Penalty 1553.719260 = -1734481.460787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59240.680000 sec): 3 clusters
  Score: Raw -1727697.890261 + Penalty 3107.438521 = -1724590.451741
  nChanged 6259
		SP:Iteration 1F (59240.920000 sec): 3 clusters
  Score: Raw -1731025.745080 + Penalty 3107.438521 = -1727918.306559
  nChanged 738
		SP:Iteration 2F (59241.150000 sec): 3 clusters
  Score: Raw -1731307.732409 + Penalty 3107.438521 = -1728200.293888
  nChanged 624
		SP:Iteration 3Q (59241.400000 sec): 3 clusters
  Score: Raw -1731537.277013 + Penalty 3107.438521 = -1728429.838492
  nChanged 598
		SP:Iteration 4Q (59241.640000 sec): 3 clusters
  Score: Raw -1731761.666235 + Penalty 3107.438521 = -1728654.227714
  nChanged 584
		SP:Iteration 5Q (59241.900000 sec): 3 clusters
  Score: Raw -1732009.688346 + Penalty 3107.438521 = -1728902.249826
  nChanged 581
		SP:Iteration 6Q (59242.200000 sec): 3 clusters
  Score: Raw -1732273.953369 + Penalty 3107.438521 = -1729166.514848
  nChanged 649
		SP:Iteration 7Q (59242.480000 sec): 3 clusters
  Score: Raw -1732618.456967 + Penalty 3107.438521 = -1729511.018447
  nChanged 714
		SP:Iteration 8F (59242.780000 sec): 3 clusters
  Score: Raw -1733058.865333 + Penalty 3107.438521 = -1729951.426812
  nChanged 735
		SP:Iteration 9F (59243.080000 sec): 3 clusters
  Score: Raw -1733609.658305 + Penalty 3107.438521 = -1730502.219784
  nChanged 782
		SP:Iteration 10F (59243.380000 sec): 3 clusters
  Score: Raw -1734186.489938 + Penalty 3107.438521 = -1731079.051417
  nChanged 652
		SP:Iteration 11Q (59243.670000 sec): 3 clusters
  Score: Raw -1734575.915954 + Penalty 3107.438521 = -1731468.477433
  nChanged 498
		SP:Iteration 12Q (59243.970000 sec): 3 clusters
  Score: Raw -1734808.319149 + Penalty 3107.438521 = -1731700.880629
  nChanged 350
		SP:Iteration 13Q (59244.310000 sec): 3 clusters
  Score: Raw -1734935.108168 + Penalty 3107.438521 = -1731827.669647
  nChanged 234
		SP:Iteration 14Q (59244.630000 sec): 3 clusters
  Score: Raw -1735001.000832 + Penalty 3107.438521 = -1731893.562311
  nChanged 174
		SP:Iteration 15Q (59244.880000 sec): 3 clusters
  Score: Raw -1735049.979247 + Penalty 3107.438521 = -1731942.540726
  nChanged 144
		SP:Iteration 16Q (59245.150000 sec): 3 clusters
  Score: Raw -1735090.373434 + Penalty 3107.438521 = -1731982.934913
  nChanged 124
		SP:Iteration 17Q (59245.480000 sec): 3 clusters
  Score: Raw -1735121.244789 + Penalty 3107.438521 = -1732013.806268
  nChanged 104
		SP:Iteration 18Q (59245.670000 sec): 3 clusters
  Score: Raw -1735141.073751 + Penalty 3107.438521 = -1732033.635230
  nChanged 84
		SP:Iteration 19Q (59245.950000 sec): 3 clusters
  Score: Raw -1735155.024579 + Penalty 3107.438521 = -1732047.586059
  nChanged 81
		SP:Iteration 20F (59246.190000 sec): 3 clusters
  Score: Raw -1735167.286335 + Penalty 3107.438521 = -1732059.847814
  nChanged 74
		SP:Iteration 21Q (59246.440000 sec): 3 clusters
  Score: Raw -1735181.460586 + Penalty 3107.438521 = -1732074.022065
  nChanged 66
		SP:Iteration 22Q (59246.730000 sec): 3 clusters
  Score: Raw -1735193.560643 + Penalty 3107.438521 = -1732086.122123
  nChanged 64
		SP:Iteration 23Q (59247.020000 sec): 3 clusters
  Score: Raw -1735205.559436 + Penalty 3107.438521 = -1732098.120915
  nChanged 67
		SP:Iteration 24Q (59247.290000 sec): 3 clusters
  Score: Raw -1735218.806645 + Penalty 3107.438521 = -1732111.368124
  nChanged 70
		SP:Iteration 25Q (59247.550000 sec): 3 clusters
  Score: Raw -1735233.965335 + Penalty 3107.438521 = -1732126.526814
  nChanged 82
		SP:Iteration 26Q (59247.810000 sec): 3 clusters
  Score: Raw -1735252.121763 + Penalty 3107.438521 = -1732144.683242
  nChanged 101
		SP:Iteration 27Q (59248.020000 sec): 3 clusters
  Score: Raw -1735276.226011 + Penalty 3107.438521 = -1732168.787491
  nChanged 104
		SP:Iteration 28Q (59248.300000 sec): 3 clusters
  Score: Raw -1735302.908042 + Penalty 3107.438521 = -1732195.469521
  nChanged 98
		SP:Iteration 29Q (59248.550000 sec): 3 clusters
  Score: Raw -1735328.938471 + Penalty 3107.438521 = -1732221.499951
  nChanged 98
		SP:Iteration 30Q (59248.870000 sec): 3 clusters
  Score: Raw -1735356.335667 + Penalty 3107.438521 = -1732248.897147
  nChanged 105
		SP:Iteration 31Q (59249.110000 sec): 3 clusters
  Score: Raw -1735388.468831 + Penalty 3107.438521 = -1732281.030311
  nChanged 141
		SP:Iteration 32Q (59249.400000 sec): 3 clusters
  Score: Raw -1735442.331691 + Penalty 3107.438521 = -1732334.893170
  nChanged 151
		SP:Iteration 33Q (59249.630000 sec): 3 clusters
  Score: Raw -1735489.733678 + Penalty 3107.438521 = -1732382.295158
  nChanged 137
		SP:Iteration 34Q (59249.860000 sec): 3 clusters
  Score: Raw -1735535.645106 + Penalty 3107.438521 = -1732428.206585
  nChanged 141
		SP:Iteration 35Q (59250.070000 sec): 3 clusters
  Score: Raw -1735578.777013 + Penalty 3107.438521 = -1732471.338492
  nChanged 129
		SP:Iteration 36Q (59250.320000 sec): 3 clusters
  Score: Raw -1735617.036157 + Penalty 3107.438521 = -1732509.597636
  nChanged 104
		SP:Iteration 37Q (59250.540000 sec): 3 clusters
  Score: Raw -1735645.436368 + Penalty 3107.438521 = -1732537.997847
  nChanged 83
		SP:Iteration 38Q (59250.750000 sec): 3 clusters
  Score: Raw -1735667.078201 + Penalty 3107.438521 = -1732559.639681
  nChanged 81
		SP:Iteration 39Q (59250.980000 sec): 3 clusters
  Score: Raw -1735689.993658 + Penalty 3107.438521 = -1732582.555137
  nChanged 86
		SP:Iteration 40F (59251.190000 sec): 3 clusters
  Score: Raw -1735710.802828 + Penalty 3107.438521 = -1732603.364307
  nChanged 69
		SP:Iteration 41Q (59251.410000 sec): 3 clusters
  Score: Raw -1735724.473857 + Penalty 3107.438521 = -1732617.035336
  nChanged 52
		SP:Iteration 42Q (59251.600000 sec): 3 clusters
  Score: Raw -1735737.105170 + Penalty 3107.438521 = -1732629.666650
  nChanged 56
		SP:Iteration 43Q (59251.830000 sec): 3 clusters
  Score: Raw -1735747.168517 + Penalty 3107.438521 = -1732639.729996
  nChanged 48
		SP:Iteration 44Q (59252.070000 sec): 3 clusters
  Score: Raw -1735756.033795 + Penalty 3107.438521 = -1732648.595274
  nChanged 40
		SP:Iteration 45Q (59252.310000 sec): 3 clusters
  Score: Raw -1735763.361847 + Penalty 3107.438521 = -1732655.923326
  nChanged 44
		SP:Iteration 46Q (59252.570000 sec): 3 clusters
  Score: Raw -1735772.476371 + Penalty 3107.438521 = -1732665.037850
  nChanged 45
		SP:Iteration 47Q (59252.760000 sec): 3 clusters
  Score: Raw -1735782.378928 + Penalty 3107.438521 = -1732674.940407
  nChanged 50
		SP:Iteration 48Q (59253.090000 sec): 3 clusters
  Score: Raw -1735796.018136 + Penalty 3107.438521 = -1732688.579615
  nChanged 68
		SP:Iteration 49Q (59253.420000 sec): 3 clusters
  Score: Raw -1735814.150183 + Penalty 3107.438521 = -1732706.711663
  nChanged 77
		SP:Iteration 50Q (59253.610000 sec): 3 clusters
  Score: Raw -1735834.508676 + Penalty 3107.438521 = -1732727.070156
  nChanged 68
		SP:Iteration 51Q (59253.890000 sec): 3 clusters
  Score: Raw -1735852.017089 + Penalty 3107.438521 = -1732744.578569
  nChanged 62
		SP:Iteration 52Q (59254.140000 sec): 3 clusters
  Score: Raw -1735870.326840 + Penalty 3107.438521 = -1732762.888319
  nChanged 66
		SP:Iteration 53Q (59254.420000 sec): 3 clusters
  Score: Raw -1735891.486346 + Penalty 3107.438521 = -1732784.047825
  nChanged 72
		SP:Iteration 54Q (59254.670000 sec): 3 clusters
  Score: Raw -1735912.949552 + Penalty 3107.438521 = -1732805.511031
  nChanged 73
		SP:Iteration 55Q (59254.950000 sec): 3 clusters
  Score: Raw -1735931.982313 + Penalty 3107.438521 = -1732824.543792
  nChanged 53
		SP:Iteration 56Q (59255.250000 sec): 3 clusters
  Score: Raw -1735945.000731 + Penalty 3107.438521 = -1732837.562210
  nChanged 50
		SP:Iteration 57Q (59255.510000 sec): 3 clusters
  Score: Raw -1735955.588724 + Penalty 3107.438521 = -1732848.150203
  nChanged 45
		SP:Iteration 58Q (59255.820000 sec): 3 clusters
  Score: Raw -1735965.915463 + Penalty 3107.438521 = -1732858.476943
  nChanged 53
		SP:Iteration 59Q (59256.050000 sec): 3 clusters
  Score: Raw -1735979.368306 + Penalty 3107.438521 = -1732871.929785
  nChanged 49
		SP:Iteration 60F (59256.400000 sec): 3 clusters
  Score: Raw -1735990.622701 + Penalty 3107.438521 = -1732883.184180
  nChanged 40
		SP:Iteration 61Q (59256.740000 sec): 3 clusters
  Score: Raw -1735999.750883 + Penalty 3107.438521 = -1732892.312363
  nChanged 38
		SP:Iteration 62Q (59257.040000 sec): 3 clusters
  Score: Raw -1736008.745634 + Penalty 3107.438521 = -1732901.307113
  nChanged 40
		SP:Iteration 63Q (59257.280000 sec): 3 clusters
  Score: Raw -1736016.427979 + Penalty 3107.438521 = -1732908.989458
  nChanged 36
		SP:Iteration 64Q (59257.620000 sec): 3 clusters
  Score: Raw -1736024.589713 + Penalty 3107.438521 = -1732917.151192
  nChanged 37
		SP:Iteration 65Q (59257.920000 sec): 3 clusters
  Score: Raw -1736034.952466 + Penalty 3107.438521 = -1732927.513946
  nChanged 48
		SP:Iteration 66Q (59258.160000 sec): 3 clusters
  Score: Raw -1736046.945368 + Penalty 3107.438521 = -1732939.506847
  nChanged 37
		SP:Iteration 67Q (59258.470000 sec): 3 clusters
  Score: Raw -1736055.313657 + Penalty 3107.438521 = -1732947.875136
  nChanged 36
		SP:Iteration 68Q (59258.770000 sec): 3 clusters
  Score: Raw -1736064.511457 + Penalty 3107.438521 = -1732957.072937
  nChanged 45
		SP:Iteration 69Q (59259.020000 sec): 3 clusters
  Score: Raw -1736076.456299 + Penalty 3107.438521 = -1732969.017779
  nChanged 43
		SP:Iteration 70Q (59259.280000 sec): 3 clusters
  Score: Raw -1736087.848834 + Penalty 3107.438521 = -1732980.410313
  nChanged 48
		SP:Iteration 71Q (59259.510000 sec): 3 clusters
  Score: Raw -1736100.623672 + Penalty 3107.438521 = -1732993.185152
  nChanged 40
		SP:Iteration 72Q (59259.790000 sec): 3 clusters
  Score: Raw -1736110.788562 + Penalty 3107.438521 = -1733003.350041
  nChanged 35
		SP:Iteration 73Q (59260.090000 sec): 3 clusters
  Score: Raw -1736118.573032 + Penalty 3107.438521 = -1733011.134511
  nChanged 28
		SP:Iteration 74Q (59260.390000 sec): 3 clusters
  Score: Raw -1736124.319503 + Penalty 3107.438521 = -1733016.880982
  nChanged 30
		SP:Iteration 75Q (59260.640000 sec): 3 clusters
  Score: Raw -1736131.509550 + Penalty 3107.438521 = -1733024.071030
  nChanged 24
		SP:Iteration 76Q (59260.960000 sec): 3 clusters
  Score: Raw -1736138.153018 + Penalty 3107.438521 = -1733030.714497
  nChanged 29
		SP:Iteration 77Q (59261.240000 sec): 3 clusters
  Score: Raw -1736145.202431 + Penalty 3107.438521 = -1733037.763910
  nChanged 21
		SP:Iteration 78Q (59261.560000 sec): 3 clusters
  Score: Raw -1736149.353272 + Penalty 3107.438521 = -1733041.914752
  nChanged 16
		SP:Iteration 79Q (59261.840000 sec): 3 clusters
  Score: Raw -1736152.691838 + Penalty 3107.438521 = -1733045.253317
  nChanged 21
		SP:Iteration 80F (59262.130000 sec): 3 clusters
  Score: Raw -1736157.124829 + Penalty 3107.438521 = -1733049.686308
  nChanged 21
		SP:Iteration 81Q (59262.370000 sec): 3 clusters
  Score: Raw -1736162.067851 + Penalty 3107.438521 = -1733054.629331
  nChanged 23
		SP:Iteration 82Q (59262.640000 sec): 3 clusters
  Score: Raw -1736166.357940 + Penalty 3107.438521 = -1733058.919420
  nChanged 17
		SP:Iteration 83Q (59262.950000 sec): 3 clusters
  Score: Raw -1736169.750088 + Penalty 3107.438521 = -1733062.311567
  nChanged 9
		SP:Iteration 84Q (59263.280000 sec): 3 clusters
  Score: Raw -1736171.379953 + Penalty 3107.438521 = -1733063.941433
  nChanged 9
		SP:Iteration 85Q (59263.530000 sec): 3 clusters
  Score: Raw -1736172.722559 + Penalty 3107.438521 = -1733065.284038
  nChanged 13
		SP:Iteration 86Q (59263.790000 sec): 3 clusters
  Score: Raw -1736174.950763 + Penalty 3107.438521 = -1733067.512242
  nChanged 9
		SP:Iteration 87Q (59264.120000 sec): 3 clusters
  Score: Raw -1736176.205179 + Penalty 3107.438521 = -1733068.766658
  nChanged 8
		SP:Iteration 88Q (59264.390000 sec): 3 clusters
  Score: Raw -1736177.388986 + Penalty 3107.438521 = -1733069.950465
  nChanged 8
		SP:Iteration 89Q (59264.580000 sec): 3 clusters
  Score: Raw -1736178.906945 + Penalty 3107.438521 = -1733071.468424
  nChanged 4
		SP:Iteration 90Q (59264.880000 sec): 3 clusters
  Score: Raw -1736179.623737 + Penalty 3107.438521 = -1733072.185216
  nChanged 3
		SP:Iteration 91Q (59265.120000 sec): 3 clusters
  Score: Raw -1736180.094133 + Penalty 3107.438521 = -1733072.655612
  nChanged 8
		SP:Iteration 92Q (59265.430000 sec): 3 clusters
  Score: Raw -1736181.545399 + Penalty 3107.438521 = -1733074.106879
  nChanged 7
		SP:Iteration 93Q (59265.660000 sec): 3 clusters
  Score: Raw -1736183.106203 + Penalty 3107.438521 = -1733075.667682
  nChanged 7
		SP:Iteration 94Q (59265.890000 sec): 3 clusters
  Score: Raw -1736184.594486 + Penalty 3107.438521 = -1733077.155965
  nChanged 9
		SP:Iteration 95Q (59266.090000 sec): 3 clusters
  Score: Raw -1736187.016088 + Penalty 3107.438521 = -1733079.577567
  nChanged 15
		SP:Iteration 96Q (59266.330000 sec): 3 clusters
  Score: Raw -1736190.977855 + Penalty 3107.438521 = -1733083.539334
  nChanged 16
		SP:Iteration 97Q (59266.590000 sec): 3 clusters
  Score: Raw -1736194.634403 + Penalty 3107.438521 = -1733087.195883
  nChanged 17
		SP:Iteration 98Q (59266.850000 sec): 3 clusters
  Score: Raw -1736198.902688 + Penalty 3107.438521 = -1733091.464168
  nChanged 21
		SP:Iteration 99Q (59267.130000 sec): 3 clusters
  Score: Raw -1736203.179653 + Penalty 3107.438521 = -1733095.741132
  nChanged 20
		SP:Iteration 100F (59267.340000 sec): 3 clusters
  Score: Raw -1736206.774815 + Penalty 3107.438521 = -1733099.336294
  nChanged 13
		SP:Iteration 101Q (59267.560000 sec): 3 clusters
  Score: Raw -1736208.667820 + Penalty 3107.438521 = -1733101.229300
  nChanged 8
		SP:Iteration 102Q (59267.810000 sec): 3 clusters
  Score: Raw -1736209.568064 + Penalty 3107.438521 = -1733102.129544
  nChanged 4
		SP:Iteration 103Q (59268.030000 sec): 3 clusters
  Score: Raw -1736210.238152 + Penalty 3107.438521 = -1733102.799631
  nChanged 3
		SP:Iteration 104Q (59268.260000 sec): 3 clusters
  Score: Raw -1736210.839235 + Penalty 3107.438521 = -1733103.400714
  nChanged 5
		SP:Iteration 105Q (59268.490000 sec): 3 clusters
  Score: Raw -1736211.962451 + Penalty 3107.438521 = -1733104.523930
  nChanged 8
		SP:Iteration 106Q (59268.670000 sec): 3 clusters
  Score: Raw -1736213.400668 + Penalty 3107.438521 = -1733105.962147
  nChanged 12
		SP:Iteration 107Q (59268.910000 sec): 3 clusters
  Score: Raw -1736215.631707 + Penalty 3107.438521 = -1733108.193186
  nChanged 9
		SP:Iteration 108Q (59269.150000 sec): 3 clusters
  Score: Raw -1736217.095041 + Penalty 3107.438521 = -1733109.656521
  nChanged 8
		SP:Iteration 109Q (59269.420000 sec): 3 clusters
  Score: Raw -1736218.547413 + Penalty 3107.438521 = -1733111.108892
  nChanged 5
		SP:Iteration 110Q (59269.710000 sec): 3 clusters
  Score: Raw -1736219.751396 + Penalty 3107.438521 = -1733112.312875
  nChanged 5
		SP:Iteration 111Q (59269.960000 sec): 3 clusters
  Score: Raw -1736220.545940 + Penalty 3107.438521 = -1733113.107419
  nChanged 2
		SP:Iteration 112Q (59270.210000 sec): 3 clusters
  Score: Raw -1736220.796482 + Penalty 3107.438521 = -1733113.357961
  nChanged 2
		SP:Iteration 113Q (59270.470000 sec): 3 clusters
  Score: Raw -1736221.041652 + Penalty 3107.438521 = -1733113.603132
  nChanged 2
		SP:Iteration 114Q (59270.720000 sec): 3 clusters
  Score: Raw -1736221.184636 + Penalty 3107.438521 = -1733113.746116
  nChanged 3
		SP:Iteration 115Q (59271.020000 sec): 3 clusters
  Score: Raw -1736221.606030 + Penalty 3107.438521 = -1733114.167509
  nChanged 4
		SP:Iteration 116Q (59271.290000 sec): 3 clusters
  Score: Raw -1736222.298634 + Penalty 3107.438521 = -1733114.860113
  nChanged 3
		SP:Iteration 117Q (59271.580000 sec): 3 clusters
  Score: Raw -1736222.770395 + Penalty 3107.438521 = -1733115.331875
  nChanged 7
		SP:Iteration 118Q (59271.830000 sec): 3 clusters
  Score: Raw -1736224.123137 + Penalty 3107.438521 = -1733116.684616
  nChanged 6
		SP:Iteration 119Q (59272.060000 sec): 3 clusters
  Score: Raw -1736224.858754 + Penalty 3107.438521 = -1733117.420233
  nChanged 4
		SP:Iteration 120F (59272.350000 sec): 3 clusters
  Score: Raw -1736225.471123 + Penalty 3107.438521 = -1733118.032603
  nChanged 5
		SP:Iteration 121Q (59272.610000 sec): 3 clusters
  Score: Raw -1736226.348811 + Penalty 3107.438521 = -1733118.910291
  nChanged 5
		SP:Iteration 122Q (59272.830000 sec): 3 clusters
  Score: Raw -1736227.121325 + Penalty 3107.438521 = -1733119.682805
  nChanged 5
		SP:Iteration 123Q (59273.090000 sec): 3 clusters
  Score: Raw -1736227.679689 + Penalty 3107.438521 = -1733120.241169
  nChanged 1
		SP:Iteration 124Q (59273.370000 sec): 3 clusters
  Score: Raw -1736227.739514 + Penalty 3107.438521 = -1733120.300993
  nChanged 0
		SP:Iteration 125F (59273.580000 sec): 3 clusters
  Score: Raw -1736227.739514 + Penalty 3107.438521 = -1733120.300993
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (23060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59273.840000 sec): 2 clusters
  Score: Raw -2572111.753582 + Penalty 1632.451404 = -2570479.302178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59274.140000 sec): 3 clusters
  Score: Raw -2558049.744838 + Penalty 3264.902808 = -2554784.842030
  nChanged 10448
		SP:Iteration 1F (59274.460000 sec): 3 clusters
  Score: Raw -2563872.865354 + Penalty 3264.902808 = -2560607.962546
  nChanged 1020
		SP:Iteration 2Q (59274.780000 sec): 3 clusters
  Score: Raw -2564174.565578 + Penalty 3264.902808 = -2560909.662770
  nChanged 940
		SP:Iteration 3Q (59275.070000 sec): 3 clusters
  Score: Raw -2564461.477944 + Penalty 3264.902808 = -2561196.575136
  nChanged 897
		SP:Iteration 4Q (59275.440000 sec): 3 clusters
  Score: Raw -2564730.842934 + Penalty 3264.902808 = -2561465.940126
  nChanged 823
		SP:Iteration 5Q (59275.790000 sec): 3 clusters
  Score: Raw -2564960.178657 + Penalty 3264.902808 = -2561695.275849
  nChanged 768
		SP:Iteration 6Q (59276.170000 sec): 3 clusters
  Score: Raw -2565171.885874 + Penalty 3264.902808 = -2561906.983066
  nChanged 705
		SP:Iteration 7Q (59276.450000 sec): 3 clusters
  Score: Raw -2565379.208008 + Penalty 3264.902808 = -2562114.305200
  nChanged 691
		SP:Iteration 8Q (59276.800000 sec): 3 clusters
  Score: Raw -2565587.096699 + Penalty 3264.902808 = -2562322.193891
  nChanged 708
		SP:Iteration 9Q (59277.060000 sec): 3 clusters
  Score: Raw -2565817.388217 + Penalty 3264.902808 = -2562552.485409
  nChanged 755
		SP:Iteration 10Q (59277.390000 sec): 3 clusters
  Score: Raw -2566105.393342 + Penalty 3264.902808 = -2562840.490534
  nChanged 843
		SP:Iteration 11Q (59277.700000 sec): 3 clusters
  Score: Raw -2566491.545495 + Penalty 3264.902808 = -2563226.642687
  nChanged 931
		SP:Iteration 12Q (59277.990000 sec): 3 clusters
  Score: Raw -2566995.189009 + Penalty 3264.902808 = -2563730.286201
  nChanged 1028
		SP:Iteration 13Q (59278.300000 sec): 3 clusters
  Score: Raw -2567619.960250 + Penalty 3264.902808 = -2564355.057442
  nChanged 1029
		SP:Iteration 14Q (59278.630000 sec): 3 clusters
  Score: Raw -2568321.296671 + Penalty 3264.902808 = -2565056.393863
  nChanged 955
		SP:Iteration 15Q (59278.950000 sec): 3 clusters
  Score: Raw -2568940.471999 + Penalty 3264.902808 = -2565675.569191
  nChanged 805
		SP:Iteration 16Q (59279.210000 sec): 3 clusters
  Score: Raw -2569385.451887 + Penalty 3264.902808 = -2566120.549079
  nChanged 663
		SP:Iteration 17Q (59279.500000 sec): 3 clusters
  Score: Raw -2569731.577370 + Penalty 3264.902808 = -2566466.674562
  nChanged 586
		SP:Iteration 18Q (59279.820000 sec): 3 clusters
  Score: Raw -2570025.182027 + Penalty 3264.902808 = -2566760.279219
  nChanged 493
		SP:Iteration 19Q (59280.140000 sec): 3 clusters
  Score: Raw -2570262.902060 + Penalty 3264.902808 = -2566997.999252
  nChanged 409
		SP:Iteration 20F (59280.410000 sec): 3 clusters
  Score: Raw -2570468.211932 + Penalty 3264.902808 = -2567203.309124
  nChanged 392
		SP:Iteration 21Q (59280.660000 sec): 3 clusters
  Score: Raw -2570661.085572 + Penalty 3264.902808 = -2567396.182764
  nChanged 306
		SP:Iteration 22Q (59280.930000 sec): 3 clusters
  Score: Raw -2570808.671452 + Penalty 3264.902808 = -2567543.768644
  nChanged 327
		SP:Iteration 23Q (59281.200000 sec): 3 clusters
  Score: Raw -2570984.974667 + Penalty 3264.902808 = -2567720.071859
  nChanged 308
		SP:Iteration 24Q (59281.490000 sec): 3 clusters
  Score: Raw -2571159.532561 + Penalty 3264.902808 = -2567894.629753
  nChanged 258
		SP:Iteration 25Q (59281.780000 sec): 3 clusters
  Score: Raw -2571298.799442 + Penalty 3264.902808 = -2568033.896634
  nChanged 265
		SP:Iteration 26Q (59282.110000 sec): 3 clusters
  Score: Raw -2571448.250361 + Penalty 3264.902808 = -2568183.347553
  nChanged 233
		SP:Iteration 27Q (59282.410000 sec): 3 clusters
  Score: Raw -2571581.038785 + Penalty 3264.902808 = -2568316.135977
  nChanged 219
		SP:Iteration 28Q (59282.710000 sec): 3 clusters
  Score: Raw -2571720.486255 + Penalty 3264.902808 = -2568455.583447
  nChanged 187
		SP:Iteration 29Q (59283.040000 sec): 3 clusters
  Score: Raw -2571838.352623 + Penalty 3264.902808 = -2568573.449815
  nChanged 179
		SP:Iteration 30Q (59283.330000 sec): 3 clusters
  Score: Raw -2571953.733215 + Penalty 3264.902808 = -2568688.830407
  nChanged 127
		SP:Iteration 31Q (59283.670000 sec): 3 clusters
  Score: Raw -2572024.975988 + Penalty 3264.902808 = -2568760.073180
  nChanged 100
		SP:Iteration 32Q (59283.920000 sec): 3 clusters
  Score: Raw -2572080.581437 + Penalty 3264.902808 = -2568815.678629
  nChanged 78
		SP:Iteration 33Q (59284.220000 sec): 3 clusters
  Score: Raw -2572122.051923 + Penalty 3264.902808 = -2568857.149115
  nChanged 65
		SP:Iteration 34Q (59284.500000 sec): 3 clusters
  Score: Raw -2572154.253462 + Penalty 3264.902808 = -2568889.350654
  nChanged 44
		SP:Iteration 35Q (59284.820000 sec): 3 clusters
  Score: Raw -2572172.751810 + Penalty 3264.902808 = -2568907.849002
  nChanged 36
		SP:Iteration 36Q (59285.150000 sec): 3 clusters
  Score: Raw -2572186.108938 + Penalty 3264.902808 = -2568921.206130
  nChanged 37
		SP:Iteration 37Q (59285.460000 sec): 3 clusters
  Score: Raw -2572199.969233 + Penalty 3264.902808 = -2568935.066425
  nChanged 27
		SP:Iteration 38Q (59285.710000 sec): 3 clusters
  Score: Raw -2572209.288358 + Penalty 3264.902808 = -2568944.385550
  nChanged 21
		SP:Iteration 39Q (59285.980000 sec): 3 clusters
  Score: Raw -2572216.629779 + Penalty 3264.902808 = -2568951.726971
  nChanged 20
		SP:Iteration 40F (59286.270000 sec): 3 clusters
  Score: Raw -2572225.111178 + Penalty 3264.902808 = -2568960.208370
  nChanged 19
		SP:Iteration 41Q (59286.580000 sec): 3 clusters
  Score: Raw -2572233.834918 + Penalty 3264.902808 = -2568968.932110
  nChanged 22
		SP:Iteration 42Q (59286.820000 sec): 3 clusters
  Score: Raw -2572244.589890 + Penalty 3264.902808 = -2568979.687082
  nChanged 19
		SP:Iteration 43Q (59287.140000 sec): 3 clusters
  Score: Raw -2572254.394727 + Penalty 3264.902808 = -2568989.491919
  nChanged 19
		SP:Iteration 44Q (59287.440000 sec): 3 clusters
  Score: Raw -2572265.807579 + Penalty 3264.902808 = -2569000.904771
  nChanged 23
		SP:Iteration 45Q (59287.650000 sec): 3 clusters
  Score: Raw -2572277.166126 + Penalty 3264.902808 = -2569012.263318
  nChanged 18
		SP:Iteration 46Q (59287.930000 sec): 3 clusters
  Score: Raw -2572285.935849 + Penalty 3264.902808 = -2569021.033041
  nChanged 17
		SP:Iteration 47Q (59288.210000 sec): 3 clusters
  Score: Raw -2572295.674015 + Penalty 3264.902808 = -2569030.771207
  nChanged 18
		SP:Iteration 48Q (59288.550000 sec): 3 clusters
  Score: Raw -2572302.435346 + Penalty 3264.902808 = -2569037.532538
  nChanged 6
		SP:Iteration 49Q (59288.860000 sec): 3 clusters
  Score: Raw -2572304.642557 + Penalty 3264.902808 = -2569039.739749
  nChanged 2
		SP:Iteration 50Q (59289.200000 sec): 3 clusters
  Score: Raw -2572305.356057 + Penalty 3264.902808 = -2569040.453249
  nChanged 0
		SP:Iteration 51F (59289.480000 sec): 3 clusters
  Score: Raw -2572305.356057 + Penalty 3264.902808 = -2569040.453249
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (33022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59289.720000 sec): 2 clusters
  Score: Raw -3916824.208808 + Penalty 1690.801009 = -3915133.407799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59290.010000 sec): 3 clusters
  Score: Raw -3896379.427880 + Penalty 3381.602018 = -3892997.825863
  nChanged 15214
		SP:Iteration 1F (59290.380000 sec): 3 clusters
  Score: Raw -3905259.739668 + Penalty 3381.602018 = -3901878.137650
  nChanged 1698
		SP:Iteration 2F (59290.720000 sec): 3 clusters
  Score: Raw -3905918.123422 + Penalty 3381.602018 = -3902536.521404
  nChanged 1726
		SP:Iteration 3F (59291.050000 sec): 3 clusters
  Score: Raw -3906690.674497 + Penalty 3381.602018 = -3903309.072479
  nChanged 1857
		SP:Iteration 4F (59291.420000 sec): 3 clusters
  Score: Raw -3907663.583772 + Penalty 3381.602018 = -3904281.981755
  nChanged 1978
		SP:Iteration 5F (59291.800000 sec): 3 clusters
  Score: Raw -3908828.850719 + Penalty 3381.602018 = -3905447.248701
  nChanged 2012
		SP:Iteration 6F (59292.120000 sec): 3 clusters
  Score: Raw -3910150.016988 + Penalty 3381.602018 = -3906768.414970
  nChanged 1894
		SP:Iteration 7F (59292.480000 sec): 3 clusters
  Score: Raw -3911515.674235 + Penalty 3381.602018 = -3908134.072217
  nChanged 1688
		SP:Iteration 8F (59292.820000 sec): 3 clusters
  Score: Raw -3912809.485753 + Penalty 3381.602018 = -3909427.883735
  nChanged 1357
		SP:Iteration 9Q (59293.180000 sec): 3 clusters
  Score: Raw -3913834.150040 + Penalty 3381.602018 = -3910452.548022
  nChanged 1077
		SP:Iteration 10Q (59293.510000 sec): 3 clusters
  Score: Raw -3914540.984859 + Penalty 3381.602018 = -3911159.382841
  nChanged 808
		SP:Iteration 11Q (59293.860000 sec): 3 clusters
  Score: Raw -3915046.802985 + Penalty 3381.602018 = -3911665.200968
  nChanged 600
		SP:Iteration 12Q (59294.180000 sec): 3 clusters
  Score: Raw -3915375.471741 + Penalty 3381.602018 = -3911993.869724
  nChanged 491
		SP:Iteration 13Q (59294.500000 sec): 3 clusters
  Score: Raw -3915625.463328 + Penalty 3381.602018 = -3912243.861310
  nChanged 431
		SP:Iteration 14Q (59294.840000 sec): 3 clusters
  Score: Raw -3915837.207392 + Penalty 3381.602018 = -3912455.605375
  nChanged 364
		SP:Iteration 15Q (59295.130000 sec): 3 clusters
  Score: Raw -3916020.248958 + Penalty 3381.602018 = -3912638.646941
  nChanged 316
		SP:Iteration 16Q (59295.500000 sec): 3 clusters
  Score: Raw -3916177.986398 + Penalty 3381.602018 = -3912796.384381
  nChanged 269
		SP:Iteration 17Q (59295.880000 sec): 3 clusters
  Score: Raw -3916309.102386 + Penalty 3381.602018 = -3912927.500368
  nChanged 216
		SP:Iteration 18Q (59296.250000 sec): 3 clusters
  Score: Raw -3916411.812135 + Penalty 3381.602018 = -3913030.210118
  nChanged 191
		SP:Iteration 19Q (59296.560000 sec): 3 clusters
  Score: Raw -3916504.078166 + Penalty 3381.602018 = -3913122.476148
  nChanged 169
		SP:Iteration 20F (59296.900000 sec): 3 clusters
  Score: Raw -3916588.002594 + Penalty 3381.602018 = -3913206.400577
  nChanged 164
		SP:Iteration 21Q (59297.240000 sec): 3 clusters
  Score: Raw -3916667.179471 + Penalty 3381.602018 = -3913285.577453
  nChanged 141
		SP:Iteration 22Q (59297.540000 sec): 3 clusters
  Score: Raw -3916744.075636 + Penalty 3381.602018 = -3913362.473619
  nChanged 129
		SP:Iteration 23Q (59297.860000 sec): 3 clusters
  Score: Raw -3916808.156737 + Penalty 3381.602018 = -3913426.554720
  nChanged 102
		SP:Iteration 24Q (59298.190000 sec): 3 clusters
  Score: Raw -3916859.574492 + Penalty 3381.602018 = -3913477.972474
  nChanged 76
		SP:Iteration 25Q (59298.520000 sec): 3 clusters
  Score: Raw -3916899.936259 + Penalty 3381.602018 = -3913518.334241
  nChanged 75
		SP:Iteration 26Q (59298.860000 sec): 3 clusters
  Score: Raw -3916940.891878 + Penalty 3381.602018 = -3913559.289860
  nChanged 57
		SP:Iteration 27Q (59299.180000 sec): 3 clusters
  Score: Raw -3916978.145501 + Penalty 3381.602018 = -3913596.543484
  nChanged 45
		SP:Iteration 28Q (59299.490000 sec): 3 clusters
  Score: Raw -3917001.184191 + Penalty 3381.602018 = -3913619.582173
  nChanged 33
		SP:Iteration 29Q (59299.790000 sec): 3 clusters
  Score: Raw -3917019.415806 + Penalty 3381.602018 = -3913637.813789
  nChanged 24
		SP:Iteration 30Q (59300.150000 sec): 3 clusters
  Score: Raw -3917029.737508 + Penalty 3381.602018 = -3913648.135490
  nChanged 22
		SP:Iteration 31Q (59300.470000 sec): 3 clusters
  Score: Raw -3917038.703025 + Penalty 3381.602018 = -3913657.101008
  nChanged 17
		SP:Iteration 32Q (59300.820000 sec): 3 clusters
  Score: Raw -3917046.030137 + Penalty 3381.602018 = -3913664.428119
  nChanged 13
		SP:Iteration 33Q (59301.180000 sec): 3 clusters
  Score: Raw -3917051.415676 + Penalty 3381.602018 = -3913669.813659
  nChanged 9
		SP:Iteration 34Q (59301.510000 sec): 3 clusters
  Score: Raw -3917054.770340 + Penalty 3381.602018 = -3913673.168322
  nChanged 10
		SP:Iteration 35Q (59301.840000 sec): 3 clusters
  Score: Raw -3917058.547876 + Penalty 3381.602018 = -3913676.945858
  nChanged 9
		SP:Iteration 36Q (59302.190000 sec): 3 clusters
  Score: Raw -3917063.365264 + Penalty 3381.602018 = -3913681.763246
  nChanged 11
		SP:Iteration 37Q (59302.490000 sec): 3 clusters
  Score: Raw -3917069.135899 + Penalty 3381.602018 = -3913687.533882
  nChanged 12
		SP:Iteration 38Q (59302.880000 sec): 3 clusters
  Score: Raw -3917074.519915 + Penalty 3381.602018 = -3913692.917897
  nChanged 9
		SP:Iteration 39Q (59303.180000 sec): 3 clusters
  Score: Raw -3917079.071171 + Penalty 3381.602018 = -3913697.469153
  nChanged 11
		SP:Iteration 40F (59303.540000 sec): 3 clusters
  Score: Raw -3917084.955517 + Penalty 3381.602018 = -3913703.353499
  nChanged 7
		SP:Iteration 41Q (59303.890000 sec): 3 clusters
  Score: Raw -3917087.937268 + Penalty 3381.602018 = -3913706.335250
  nChanged 3
		SP:Iteration 42Q (59304.220000 sec): 3 clusters
  Score: Raw -3917089.009703 + Penalty 3381.602018 = -3913707.407686
  nChanged 2
		SP:Iteration 43Q (59304.590000 sec): 3 clusters
  Score: Raw -3917090.265184 + Penalty 3381.602018 = -3913708.663167
  nChanged 3
		SP:Iteration 44Q (59304.980000 sec): 3 clusters
  Score: Raw -3917091.392513 + Penalty 3381.602018 = -3913709.790496
  nChanged 3
		SP:Iteration 45Q (59305.330000 sec): 3 clusters
  Score: Raw -3917091.920046 + Penalty 3381.602018 = -3913710.318028
  nChanged 1
		SP:Iteration 46Q (59305.670000 sec): 3 clusters
  Score: Raw -3917092.314825 + Penalty 3381.602018 = -3913710.712807
  nChanged 1
		SP:Iteration 47Q (59306.060000 sec): 3 clusters
  Score: Raw -3917092.626105 + Penalty 3381.602018 = -3913711.024087
  nChanged 1
		SP:Iteration 48Q (59306.450000 sec): 3 clusters
  Score: Raw -3917092.787961 + Penalty 3381.602018 = -3913711.185943
  nChanged 0
		SP:Iteration 49F (59306.820000 sec): 3 clusters
  Score: Raw -3917092.787961 + Penalty 3381.602018 = -3913711.185943
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (58630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59307.170000 sec): 2 clusters
  Score: Raw -7207557.459467 + Penalty 1784.087791 = -7205773.371676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59307.720000 sec): 3 clusters
  Score: Raw -7170259.104044 + Penalty 3568.175582 = -7166690.928462
  nChanged 27579
		SP:Iteration 1F (59308.240000 sec): 3 clusters
  Score: Raw -7185567.080492 + Penalty 3568.175582 = -7181998.904911
  nChanged 2035
		SP:Iteration 2Q (59308.770000 sec): 3 clusters
  Score: Raw -7186116.656809 + Penalty 3568.175582 = -7182548.481227
  nChanged 2128
		SP:Iteration 3Q (59309.330000 sec): 3 clusters
  Score: Raw -7186849.701213 + Penalty 3568.175582 = -7183281.525631
  nChanged 2360
		SP:Iteration 4Q (59309.840000 sec): 3 clusters
  Score: Raw -7187877.169073 + Penalty 3568.175582 = -7184308.993491
  nChanged 2861
		SP:Iteration 5Q (59310.320000 sec): 3 clusters
  Score: Raw -7189480.073018 + Penalty 3568.175582 = -7185911.897436
  nChanged 3446
		SP:Iteration 6F (59310.790000 sec): 3 clusters
  Score: Raw -7191721.462319 + Penalty 3568.175582 = -7188153.286737
  nChanged 3890
		SP:Iteration 7F (59311.300000 sec): 3 clusters
  Score: Raw -7194691.860300 + Penalty 3568.175582 = -7191123.684718
  nChanged 3860
		SP:Iteration 8F (59311.800000 sec): 3 clusters
  Score: Raw -7197696.433824 + Penalty 3568.175582 = -7194128.258242
  nChanged 3408
		SP:Iteration 9F (59312.260000 sec): 3 clusters
  Score: Raw -7200097.564301 + Penalty 3568.175582 = -7196529.388719
  nChanged 2585
		SP:Iteration 10Q (59312.720000 sec): 3 clusters
  Score: Raw -7201587.626973 + Penalty 3568.175582 = -7198019.451391
  nChanged 1820
		SP:Iteration 11Q (59313.210000 sec): 3 clusters
  Score: Raw -7202506.091028 + Penalty 3568.175582 = -7198937.915447
  nChanged 1310
		SP:Iteration 12Q (59313.720000 sec): 3 clusters
  Score: Raw -7203092.231763 + Penalty 3568.175582 = -7199524.056181
  nChanged 1042
		SP:Iteration 13Q (59314.210000 sec): 3 clusters
  Score: Raw -7203567.906249 + Penalty 3568.175582 = -7199999.730667
  nChanged 987
		SP:Iteration 14Q (59314.680000 sec): 3 clusters
  Score: Raw -7204039.676523 + Penalty 3568.175582 = -7200471.500941
  nChanged 1012
		SP:Iteration 15Q (59315.200000 sec): 3 clusters
  Score: Raw -7204565.400450 + Penalty 3568.175582 = -7200997.224868
  nChanged 963
		SP:Iteration 16Q (59315.700000 sec): 3 clusters
  Score: Raw -7205086.614746 + Penalty 3568.175582 = -7201518.439164
  nChanged 900
		SP:Iteration 17Q (59316.180000 sec): 3 clusters
  Score: Raw -7205572.414294 + Penalty 3568.175582 = -7202004.238712
  nChanged 799
		SP:Iteration 18Q (59316.650000 sec): 3 clusters
  Score: Raw -7206016.949320 + Penalty 3568.175582 = -7202448.773738
  nChanged 711
		SP:Iteration 19Q (59317.100000 sec): 3 clusters
  Score: Raw -7206402.884270 + Penalty 3568.175582 = -7202834.708688
  nChanged 612
		SP:Iteration 20F (59317.620000 sec): 3 clusters
  Score: Raw -7206714.467111 + Penalty 3568.175582 = -7203146.291529
  nChanged 532
		SP:Iteration 21Q (59318.110000 sec): 3 clusters
  Score: Raw -7206979.811785 + Penalty 3568.175582 = -7203411.636203
  nChanged 466
		SP:Iteration 22Q (59318.570000 sec): 3 clusters
  Score: Raw -7207192.321716 + Penalty 3568.175582 = -7203624.146134
  nChanged 396
		SP:Iteration 23Q (59319.060000 sec): 3 clusters
  Score: Raw -7207356.597694 + Penalty 3568.175582 = -7203788.422112
  nChanged 349
		SP:Iteration 24Q (59319.520000 sec): 3 clusters
  Score: Raw -7207503.983369 + Penalty 3568.175582 = -7203935.807787
  nChanged 327
		SP:Iteration 25Q (59320.010000 sec): 3 clusters
  Score: Raw -7207632.750070 + Penalty 3568.175582 = -7204064.574489
  nChanged 283
		SP:Iteration 26Q (59320.460000 sec): 3 clusters
  Score: Raw -7207736.656435 + Penalty 3568.175582 = -7204168.480853
  nChanged 227
		SP:Iteration 27Q (59320.990000 sec): 3 clusters
  Score: Raw -7207805.909013 + Penalty 3568.175582 = -7204237.733431
  nChanged 185
		SP:Iteration 28Q (59321.430000 sec): 3 clusters
  Score: Raw -7207859.989673 + Penalty 3568.175582 = -7204291.814091
  nChanged 172
		SP:Iteration 29Q (59321.990000 sec): 3 clusters
  Score: Raw -7207919.119909 + Penalty 3568.175582 = -7204350.944327
  nChanged 176
		SP:Iteration 30Q (59322.460000 sec): 3 clusters
  Score: Raw -7207974.010703 + Penalty 3568.175582 = -7204405.835121
  nChanged 149
		SP:Iteration 31Q (59322.910000 sec): 3 clusters
  Score: Raw -7208015.950479 + Penalty 3568.175582 = -7204447.774897
  nChanged 145
		SP:Iteration 32Q (59323.330000 sec): 3 clusters
  Score: Raw -7208058.440808 + Penalty 3568.175582 = -7204490.265226
  nChanged 135
		SP:Iteration 33Q (59323.760000 sec): 3 clusters
  Score: Raw -7208097.465929 + Penalty 3568.175582 = -7204529.290347
  nChanged 116
		SP:Iteration 34Q (59324.270000 sec): 3 clusters
  Score: Raw -7208130.481659 + Penalty 3568.175582 = -7204562.306077
  nChanged 99
		SP:Iteration 35Q (59324.720000 sec): 3 clusters
  Score: Raw -7208152.309510 + Penalty 3568.175582 = -7204584.133929
  nChanged 75
		SP:Iteration 36Q (59325.200000 sec): 3 clusters
  Score: Raw -7208168.162727 + Penalty 3568.175582 = -7204599.987145
  nChanged 73
		SP:Iteration 37Q (59325.650000 sec): 3 clusters
  Score: Raw -7208184.413964 + Penalty 3568.175582 = -7204616.238382
  nChanged 74
		SP:Iteration 38Q (59326.060000 sec): 3 clusters
  Score: Raw -7208201.294382 + Penalty 3568.175582 = -7204633.118800
  nChanged 77
		SP:Iteration 39Q (59326.520000 sec): 3 clusters
  Score: Raw -7208219.022664 + Penalty 3568.175582 = -7204650.847082
  nChanged 68
		SP:Iteration 40F (59326.970000 sec): 3 clusters
  Score: Raw -7208234.918148 + Penalty 3568.175582 = -7204666.742566
  nChanged 56
		SP:Iteration 41Q (59327.420000 sec): 3 clusters
  Score: Raw -7208251.436560 + Penalty 3568.175582 = -7204683.260978
  nChanged 70
		SP:Iteration 42Q (59327.880000 sec): 3 clusters
  Score: Raw -7208271.874831 + Penalty 3568.175582 = -7204703.699250
  nChanged 72
		SP:Iteration 43Q (59328.290000 sec): 3 clusters
  Score: Raw -7208289.856968 + Penalty 3568.175582 = -7204721.681386
  nChanged 65
		SP:Iteration 44Q (59328.750000 sec): 3 clusters
  Score: Raw -7208305.532052 + Penalty 3568.175582 = -7204737.356470
  nChanged 52
		SP:Iteration 45Q (59329.160000 sec): 3 clusters
  Score: Raw -7208318.337782 + Penalty 3568.175582 = -7204750.162201
  nChanged 51
		SP:Iteration 46Q (59329.620000 sec): 3 clusters
  Score: Raw -7208330.688894 + Penalty 3568.175582 = -7204762.513312
  nChanged 39
		SP:Iteration 47Q (59330.130000 sec): 3 clusters
  Score: Raw -7208339.251542 + Penalty 3568.175582 = -7204771.075960
  nChanged 28
		SP:Iteration 48Q (59330.620000 sec): 3 clusters
  Score: Raw -7208344.753366 + Penalty 3568.175582 = -7204776.577784
  nChanged 18
		SP:Iteration 49Q (59331.050000 sec): 3 clusters
  Score: Raw -7208348.239010 + Penalty 3568.175582 = -7204780.063429
  nChanged 15
		SP:Iteration 50Q (59331.530000 sec): 3 clusters
  Score: Raw -7208351.175388 + Penalty 3568.175582 = -7204782.999806
  nChanged 16
		SP:Iteration 51Q (59331.960000 sec): 3 clusters
  Score: Raw -7208354.038947 + Penalty 3568.175582 = -7204785.863365
  nChanged 19
		SP:Iteration 52Q (59332.460000 sec): 3 clusters
  Score: Raw -7208356.881626 + Penalty 3568.175582 = -7204788.706044
  nChanged 15
		SP:Iteration 53Q (59332.880000 sec): 3 clusters
  Score: Raw -7208359.703662 + Penalty 3568.175582 = -7204791.528080
  nChanged 14
		SP:Iteration 54Q (59333.340000 sec): 3 clusters
  Score: Raw -7208362.001054 + Penalty 3568.175582 = -7204793.825472
  nChanged 12
		SP:Iteration 55Q (59333.880000 sec): 3 clusters
  Score: Raw -7208364.603058 + Penalty 3568.175582 = -7204796.427476
  nChanged 21
		SP:Iteration 56Q (59334.340000 sec): 3 clusters
  Score: Raw -7208369.152851 + Penalty 3568.175582 = -7204800.977270
  nChanged 25
		SP:Iteration 57Q (59334.830000 sec): 3 clusters
  Score: Raw -7208375.121472 + Penalty 3568.175582 = -7204806.945890
  nChanged 28
		SP:Iteration 58Q (59335.300000 sec): 3 clusters
  Score: Raw -7208381.054877 + Penalty 3568.175582 = -7204812.879296
  nChanged 21
		SP:Iteration 59Q (59335.730000 sec): 3 clusters
  Score: Raw -7208386.528829 + Penalty 3568.175582 = -7204818.353247
  nChanged 20
		SP:Iteration 60F (59336.150000 sec): 3 clusters
  Score: Raw -7208392.171591 + Penalty 3568.175582 = -7204823.996009
  nChanged 21
		SP:Iteration 61Q (59336.570000 sec): 3 clusters
  Score: Raw -7208398.283487 + Penalty 3568.175582 = -7204830.107905
  nChanged 27
		SP:Iteration 62Q (59337.000000 sec): 3 clusters
  Score: Raw -7208406.127732 + Penalty 3568.175582 = -7204837.952151
  nChanged 30
		SP:Iteration 63Q (59337.430000 sec): 3 clusters
  Score: Raw -7208414.481203 + Penalty 3568.175582 = -7204846.305622
  nChanged 31
		SP:Iteration 64Q (59337.860000 sec): 3 clusters
  Score: Raw -7208421.150444 + Penalty 3568.175582 = -7204852.974863
  nChanged 23
		SP:Iteration 65Q (59338.290000 sec): 3 clusters
  Score: Raw -7208425.437049 + Penalty 3568.175582 = -7204857.261467
  nChanged 21
		SP:Iteration 66Q (59338.770000 sec): 3 clusters
  Score: Raw -7208430.275542 + Penalty 3568.175582 = -7204862.099961
  nChanged 15
		SP:Iteration 67Q (59339.260000 sec): 3 clusters
  Score: Raw -7208433.656980 + Penalty 3568.175582 = -7204865.481398
  nChanged 19
		SP:Iteration 68Q (59339.670000 sec): 3 clusters
  Score: Raw -7208436.189033 + Penalty 3568.175582 = -7204868.013451
  nChanged 6
		SP:Iteration 69Q (59340.100000 sec): 3 clusters
  Score: Raw -7208437.084783 + Penalty 3568.175582 = -7204868.909201
  nChanged 8
		SP:Iteration 70Q (59340.560000 sec): 3 clusters
  Score: Raw -7208438.359705 + Penalty 3568.175582 = -7204870.184123
  nChanged 7
		SP:Iteration 71Q (59341.000000 sec): 3 clusters
  Score: Raw -7208440.021728 + Penalty 3568.175582 = -7204871.846146
  nChanged 8
		SP:Iteration 72Q (59341.480000 sec): 3 clusters
  Score: Raw -7208441.665009 + Penalty 3568.175582 = -7204873.489428
  nChanged 12
		SP:Iteration 73Q (59342.000000 sec): 3 clusters
  Score: Raw -7208443.536037 + Penalty 3568.175582 = -7204875.360455
  nChanged 11
		SP:Iteration 74Q (59342.510000 sec): 3 clusters
  Score: Raw -7208445.734423 + Penalty 3568.175582 = -7204877.558841
  nChanged 11
		SP:Iteration 75Q (59342.990000 sec): 3 clusters
  Score: Raw -7208448.875309 + Penalty 3568.175582 = -7204880.699727
  nChanged 12
		SP:Iteration 76Q (59343.440000 sec): 3 clusters
  Score: Raw -7208451.590159 + Penalty 3568.175582 = -7204883.414577
  nChanged 12
		SP:Iteration 77Q (59343.900000 sec): 3 clusters
  Score: Raw -7208454.130686 + Penalty 3568.175582 = -7204885.955104
  nChanged 11
		SP:Iteration 78Q (59344.320000 sec): 3 clusters
  Score: Raw -7208456.538536 + Penalty 3568.175582 = -7204888.362954
  nChanged 8
		SP:Iteration 79Q (59344.750000 sec): 3 clusters
  Score: Raw -7208458.553691 + Penalty 3568.175582 = -7204890.378110
  nChanged 7
		SP:Iteration 80F (59345.220000 sec): 3 clusters
  Score: Raw -7208460.669586 + Penalty 3568.175582 = -7204892.494004
  nChanged 14
		SP:Iteration 81Q (59345.660000 sec): 3 clusters
  Score: Raw -7208464.547092 + Penalty 3568.175582 = -7204896.371511
  nChanged 12
		SP:Iteration 82Q (59346.100000 sec): 3 clusters
  Score: Raw -7208468.150221 + Penalty 3568.175582 = -7204899.974639
  nChanged 14
		SP:Iteration 83Q (59346.530000 sec): 3 clusters
  Score: Raw -7208471.945789 + Penalty 3568.175582 = -7204903.770207
  nChanged 11
		SP:Iteration 84Q (59346.940000 sec): 3 clusters
  Score: Raw -7208474.350117 + Penalty 3568.175582 = -7204906.174536
  nChanged 12
		SP:Iteration 85Q (59347.390000 sec): 3 clusters
  Score: Raw -7208477.275750 + Penalty 3568.175582 = -7204909.100168
  nChanged 10
		SP:Iteration 86Q (59347.840000 sec): 3 clusters
  Score: Raw -7208480.390555 + Penalty 3568.175582 = -7204912.214973
  nChanged 14
		SP:Iteration 87Q (59348.320000 sec): 3 clusters
  Score: Raw -7208484.655421 + Penalty 3568.175582 = -7204916.479839
  nChanged 14
		SP:Iteration 88Q (59348.760000 sec): 3 clusters
  Score: Raw -7208489.032482 + Penalty 3568.175582 = -7204920.856901
  nChanged 21
		SP:Iteration 89Q (59349.240000 sec): 3 clusters
  Score: Raw -7208495.804597 + Penalty 3568.175582 = -7204927.629015
  nChanged 18
		SP:Iteration 90Q (59349.630000 sec): 3 clusters
  Score: Raw -7208501.063005 + Penalty 3568.175582 = -7204932.887424
  nChanged 12
		SP:Iteration 91Q (59350.100000 sec): 3 clusters
  Score: Raw -7208504.084366 + Penalty 3568.175582 = -7204935.908784
  nChanged 13
		SP:Iteration 92Q (59350.560000 sec): 3 clusters
  Score: Raw -7208507.858701 + Penalty 3568.175582 = -7204939.683119
  nChanged 16
		SP:Iteration 93Q (59351.000000 sec): 3 clusters
  Score: Raw -7208513.135819 + Penalty 3568.175582 = -7204944.960238
  nChanged 18
		SP:Iteration 94Q (59351.470000 sec): 3 clusters
  Score: Raw -7208518.652518 + Penalty 3568.175582 = -7204950.476936
  nChanged 20
		SP:Iteration 95Q (59351.910000 sec): 3 clusters
  Score: Raw -7208525.061339 + Penalty 3568.175582 = -7204956.885757
  nChanged 10
		SP:Iteration 96Q (59352.340000 sec): 3 clusters
  Score: Raw -7208527.695695 + Penalty 3568.175582 = -7204959.520113
  nChanged 12
		SP:Iteration 97Q (59352.820000 sec): 3 clusters
  Score: Raw -7208531.247944 + Penalty 3568.175582 = -7204963.072363
  nChanged 14
		SP:Iteration 98Q (59353.320000 sec): 3 clusters
  Score: Raw -7208534.909817 + Penalty 3568.175582 = -7204966.734235
  nChanged 12
		SP:Iteration 99Q (59353.800000 sec): 3 clusters
  Score: Raw -7208538.252306 + Penalty 3568.175582 = -7204970.076724
  nChanged 17
		SP:Iteration 100F (59354.300000 sec): 3 clusters
  Score: Raw -7208544.177115 + Penalty 3568.175582 = -7204976.001533
  nChanged 15
		SP:Iteration 101Q (59354.740000 sec): 3 clusters
  Score: Raw -7208547.226510 + Penalty 3568.175582 = -7204979.050928
  nChanged 7
		SP:Iteration 102Q (59355.240000 sec): 3 clusters
  Score: Raw -7208548.857467 + Penalty 3568.175582 = -7204980.681885
  nChanged 5
		SP:Iteration 103Q (59355.700000 sec): 3 clusters
  Score: Raw -7208549.784917 + Penalty 3568.175582 = -7204981.609335
  nChanged 7
		SP:Iteration 104Q (59356.180000 sec): 3 clusters
  Score: Raw -7208551.016854 + Penalty 3568.175582 = -7204982.841272
  nChanged 7
		SP:Iteration 105Q (59356.670000 sec): 3 clusters
  Score: Raw -7208552.670106 + Penalty 3568.175582 = -7204984.494524
  nChanged 6
		SP:Iteration 106Q (59357.120000 sec): 3 clusters
  Score: Raw -7208553.985185 + Penalty 3568.175582 = -7204985.809603
  nChanged 8
		SP:Iteration 107Q (59357.570000 sec): 3 clusters
  Score: Raw -7208556.888139 + Penalty 3568.175582 = -7204988.712557
  nChanged 10
		SP:Iteration 108Q (59357.960000 sec): 3 clusters
  Score: Raw -7208560.305240 + Penalty 3568.175582 = -7204992.129658
  nChanged 10
		SP:Iteration 109Q (59358.460000 sec): 3 clusters
  Score: Raw -7208564.132844 + Penalty 3568.175582 = -7204995.957262
  nChanged 15
		SP:Iteration 110Q (59358.900000 sec): 3 clusters
  Score: Raw -7208568.584043 + Penalty 3568.175582 = -7205000.408461
  nChanged 18
		SP:Iteration 111Q (59359.380000 sec): 3 clusters
  Score: Raw -7208575.013022 + Penalty 3568.175582 = -7205006.837440
  nChanged 21
		SP:Iteration 112Q (59359.800000 sec): 3 clusters
  Score: Raw -7208582.207139 + Penalty 3568.175582 = -7205014.031558
  nChanged 14
		SP:Iteration 113Q (59360.190000 sec): 3 clusters
  Score: Raw -7208586.672550 + Penalty 3568.175582 = -7205018.496969
  nChanged 14
		SP:Iteration 114Q (59360.660000 sec): 3 clusters
  Score: Raw -7208590.209360 + Penalty 3568.175582 = -7205022.033778
  nChanged 7
		SP:Iteration 115Q (59361.120000 sec): 3 clusters
  Score: Raw -7208591.689496 + Penalty 3568.175582 = -7205023.513914
  nChanged 2
		SP:Iteration 116Q (59361.560000 sec): 3 clusters
  Score: Raw -7208592.115923 + Penalty 3568.175582 = -7205023.940341
  nChanged 1
		SP:Iteration 117Q (59361.970000 sec): 3 clusters
  Score: Raw -7208592.301179 + Penalty 3568.175582 = -7205024.125598
  nChanged 0
		SP:Iteration 118F (59362.480000 sec): 3 clusters
  Score: Raw -7208592.301179 + Penalty 3568.175582 = -7205024.125598
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59362.630000 sec): 2 clusters
  Score: Raw -70731.601091 + Penalty 1052.007238 = -69679.593853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59362.800000 sec): 3 clusters
  Score: Raw -70608.201077 + Penalty 2104.014476 = -68504.186601
  nChanged 178
		SP:Iteration 1F (59362.990000 sec): 3 clusters
  Score: Raw -70843.776566 + Penalty 2104.014476 = -68739.762089
  nChanged 54
		SP:Iteration 2F (59363.200000 sec): 3 clusters
  Score: Raw -70937.208265 + Penalty 2104.014476 = -68833.193789
  nChanged 27
		SP:Iteration 3Q (59363.420000 sec): 3 clusters
  Score: Raw -70973.275458 + Penalty 2104.014476 = -68869.260982
  nChanged 15
		SP:Iteration 4Q (59363.560000 sec): 3 clusters
  Score: Raw -70993.468536 + Penalty 2104.014476 = -68889.454060
  nChanged 11
		SP:Iteration 5Q (59363.780000 sec): 3 clusters
  Score: Raw -71012.463869 + Penalty 2104.014476 = -68908.449393
  nChanged 5
		SP:Iteration 6Q (59363.960000 sec): 3 clusters
  Score: Raw -71018.904297 + Penalty 2104.014476 = -68914.889820
  nChanged 9
		SP:Iteration 7Q (59364.130000 sec): 3 clusters
  Score: Raw -71029.629083 + Penalty 2104.014476 = -68925.614607
  nChanged 10
		SP:Iteration 8Q (59364.300000 sec): 3 clusters
  Score: Raw -71041.278056 + Penalty 2104.014476 = -68937.263579
  nChanged 14
		SP:Iteration 9Q (59364.500000 sec): 3 clusters
  Score: Raw -71057.685420 + Penalty 2104.014476 = -68953.670944
  nChanged 9
		SP:Iteration 10Q (59364.660000 sec): 3 clusters
  Score: Raw -71070.507765 + Penalty 2104.014476 = -68966.493289
  nChanged 10
		SP:Iteration 11Q (59364.890000 sec): 3 clusters
  Score: Raw -71085.247839 + Penalty 2104.014476 = -68981.233363
  nChanged 4
		SP:Iteration 12Q (59365.060000 sec): 3 clusters
  Score: Raw -71092.042916 + Penalty 2104.014476 = -68988.028440
  nChanged 5
		SP:Iteration 13Q (59365.260000 sec): 3 clusters
  Score: Raw -71099.989336 + Penalty 2104.014476 = -68995.974860
  nChanged 5
		SP:Iteration 14Q (59365.400000 sec): 3 clusters
  Score: Raw -71107.335783 + Penalty 2104.014476 = -69003.321307
  nChanged 2
		SP:Iteration 15Q (59365.620000 sec): 3 clusters
  Score: Raw -71114.436989 + Penalty 2104.014476 = -69010.422513
  nChanged 3
		SP:Iteration 16Q (59365.820000 sec): 3 clusters
  Score: Raw -71126.331245 + Penalty 2104.014476 = -69022.316769
  nChanged 5
		SP:Iteration 17Q (59366.040000 sec): 3 clusters
  Score: Raw -71133.592372 + Penalty 2104.014476 = -69029.577896
  nChanged 1
		SP:Iteration 18Q (59366.220000 sec): 3 clusters
  Score: Raw -71134.869177 + Penalty 2104.014476 = -69030.854700
  nChanged 0
		SP:Iteration 19F (59366.360000 sec): 3 clusters
  Score: Raw -71134.869177 + Penalty 2104.014476 = -69030.854700
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (8240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59366.520000 sec): 2 clusters
  Score: Raw -1008187.959253 + Penalty 1465.222789 = -1006722.736465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59366.710000 sec): 3 clusters
  Score: Raw -1003610.978541 + Penalty 2930.445577 = -1000680.532964
  nChanged 3483
		SP:Iteration 1F (59366.910000 sec): 3 clusters
  Score: Raw -1005482.687452 + Penalty 2930.445577 = -1002552.241874
  nChanged 523
		SP:Iteration 2F (59367.140000 sec): 3 clusters
  Score: Raw -1005733.423917 + Penalty 2930.445577 = -1002802.978340
  nChanged 459
		SP:Iteration 3F (59367.370000 sec): 3 clusters
  Score: Raw -1005936.335202 + Penalty 2930.445577 = -1003005.889625
  nChanged 358
		SP:Iteration 4Q (59367.610000 sec): 3 clusters
  Score: Raw -1006087.636632 + Penalty 2930.445577 = -1003157.191054
  nChanged 308
		SP:Iteration 5Q (59367.820000 sec): 3 clusters
  Score: Raw -1006206.621555 + Penalty 2930.445577 = -1003276.175977
  nChanged 270
		SP:Iteration 6Q (59368.010000 sec): 3 clusters
  Score: Raw -1006307.867680 + Penalty 2930.445577 = -1003377.422102
  nChanged 240
		SP:Iteration 7Q (59368.280000 sec): 3 clusters
  Score: Raw -1006407.176293 + Penalty 2930.445577 = -1003476.730716
  nChanged 243
		SP:Iteration 8Q (59368.500000 sec): 3 clusters
  Score: Raw -1006493.957942 + Penalty 2930.445577 = -1003563.512364
  nChanged 205
		SP:Iteration 9Q (59368.720000 sec): 3 clusters
  Score: Raw -1006573.100852 + Penalty 2930.445577 = -1003642.655275
  nChanged 190
		SP:Iteration 10Q (59368.960000 sec): 3 clusters
  Score: Raw -1006654.647387 + Penalty 2930.445577 = -1003724.201809
  nChanged 180
		SP:Iteration 11Q (59369.200000 sec): 3 clusters
  Score: Raw -1006719.646454 + Penalty 2930.445577 = -1003789.200877
  nChanged 159
		SP:Iteration 12Q (59369.440000 sec): 3 clusters
  Score: Raw -1006787.362822 + Penalty 2930.445577 = -1003856.917244
  nChanged 195
		SP:Iteration 13Q (59369.660000 sec): 3 clusters
  Score: Raw -1006877.083457 + Penalty 2930.445577 = -1003946.637879
  nChanged 195
		SP:Iteration 14Q (59369.860000 sec): 3 clusters
  Score: Raw -1006969.272548 + Penalty 2930.445577 = -1004038.826971
  nChanged 187
		SP:Iteration 15Q (59370.100000 sec): 3 clusters
  Score: Raw -1007059.834506 + Penalty 2930.445577 = -1004129.388929
  nChanged 213
		SP:Iteration 16Q (59370.340000 sec): 3 clusters
  Score: Raw -1007166.419418 + Penalty 2930.445577 = -1004235.973840
  nChanged 198
		SP:Iteration 17Q (59370.580000 sec): 3 clusters
  Score: Raw -1007278.107165 + Penalty 2930.445577 = -1004347.661588
  nChanged 210
		SP:Iteration 18Q (59370.870000 sec): 3 clusters
  Score: Raw -1007394.426580 + Penalty 2930.445577 = -1004463.981003
  nChanged 207
		SP:Iteration 19Q (59371.140000 sec): 3 clusters
  Score: Raw -1007502.963783 + Penalty 2930.445577 = -1004572.518206
  nChanged 176
		SP:Iteration 20F (59371.370000 sec): 3 clusters
  Score: Raw -1007597.022885 + Penalty 2930.445577 = -1004666.577308
  nChanged 151
		SP:Iteration 21Q (59371.590000 sec): 3 clusters
  Score: Raw -1007679.427651 + Penalty 2930.445577 = -1004748.982073
  nChanged 147
		SP:Iteration 22Q (59371.780000 sec): 3 clusters
  Score: Raw -1007748.797514 + Penalty 2930.445577 = -1004818.351937
  nChanged 106
		SP:Iteration 23Q (59372.040000 sec): 3 clusters
  Score: Raw -1007787.569343 + Penalty 2930.445577 = -1004857.123766
  nChanged 85
		SP:Iteration 24Q (59372.260000 sec): 3 clusters
  Score: Raw -1007817.615336 + Penalty 2930.445577 = -1004887.169758
  nChanged 70
		SP:Iteration 25Q (59372.470000 sec): 3 clusters
  Score: Raw -1007839.909414 + Penalty 2930.445577 = -1004909.463836
  nChanged 57
		SP:Iteration 26Q (59372.730000 sec): 3 clusters
  Score: Raw -1007855.626933 + Penalty 2930.445577 = -1004925.181356
  nChanged 53
		SP:Iteration 27Q (59372.890000 sec): 3 clusters
  Score: Raw -1007870.606935 + Penalty 2930.445577 = -1004940.161358
  nChanged 51
		SP:Iteration 28Q (59373.120000 sec): 3 clusters
  Score: Raw -1007887.061541 + Penalty 2930.445577 = -1004956.615964
  nChanged 46
		SP:Iteration 29Q (59373.400000 sec): 3 clusters
  Score: Raw -1007901.718830 + Penalty 2930.445577 = -1004971.273253
  nChanged 52
		SP:Iteration 30Q (59373.630000 sec): 3 clusters
  Score: Raw -1007917.188429 + Penalty 2930.445577 = -1004986.742852
  nChanged 44
		SP:Iteration 31Q (59373.900000 sec): 3 clusters
  Score: Raw -1007929.761498 + Penalty 2930.445577 = -1004999.315921
  nChanged 35
		SP:Iteration 32Q (59374.150000 sec): 3 clusters
  Score: Raw -1007940.954825 + Penalty 2930.445577 = -1005010.509248
  nChanged 38
		SP:Iteration 33Q (59374.380000 sec): 3 clusters
  Score: Raw -1007952.369973 + Penalty 2930.445577 = -1005021.924396
  nChanged 32
		SP:Iteration 34Q (59374.620000 sec): 3 clusters
  Score: Raw -1007962.693508 + Penalty 2930.445577 = -1005032.247931
  nChanged 34
		SP:Iteration 35Q (59374.780000 sec): 3 clusters
  Score: Raw -1007971.565524 + Penalty 2930.445577 = -1005041.119946
  nChanged 29
		SP:Iteration 36Q (59375.010000 sec): 3 clusters
  Score: Raw -1007979.769416 + Penalty 2930.445577 = -1005049.323839
  nChanged 33
		SP:Iteration 37Q (59375.240000 sec): 3 clusters
  Score: Raw -1007991.912271 + Penalty 2930.445577 = -1005061.466694
  nChanged 37
		SP:Iteration 38Q (59375.520000 sec): 3 clusters
  Score: Raw -1008005.522771 + Penalty 2930.445577 = -1005075.077194
  nChanged 42
		SP:Iteration 39Q (59375.700000 sec): 3 clusters
  Score: Raw -1008018.976716 + Penalty 2930.445577 = -1005088.531138
  nChanged 38
		SP:Iteration 40F (59375.920000 sec): 3 clusters
  Score: Raw -1008030.611445 + Penalty 2930.445577 = -1005100.165867
  nChanged 38
		SP:Iteration 41Q (59376.120000 sec): 3 clusters
  Score: Raw -1008043.435982 + Penalty 2930.445577 = -1005112.990405
  nChanged 35
		SP:Iteration 42Q (59376.370000 sec): 3 clusters
  Score: Raw -1008056.803770 + Penalty 2930.445577 = -1005126.358193
  nChanged 32
		SP:Iteration 43Q (59376.560000 sec): 3 clusters
  Score: Raw -1008066.694479 + Penalty 2930.445577 = -1005136.248902
  nChanged 25
		SP:Iteration 44Q (59376.810000 sec): 3 clusters
  Score: Raw -1008074.820074 + Penalty 2930.445577 = -1005144.374496
  nChanged 26
		SP:Iteration 45Q (59377.010000 sec): 3 clusters
  Score: Raw -1008087.187941 + Penalty 2930.445577 = -1005156.742364
  nChanged 30
		SP:Iteration 46Q (59377.190000 sec): 3 clusters
  Score: Raw -1008101.458344 + Penalty 2930.445577 = -1005171.012766
  nChanged 38
		SP:Iteration 47Q (59377.390000 sec): 3 clusters
  Score: Raw -1008121.216944 + Penalty 2930.445577 = -1005190.771366
  nChanged 33
		SP:Iteration 48Q (59377.570000 sec): 3 clusters
  Score: Raw -1008140.206936 + Penalty 2930.445577 = -1005209.761359
  nChanged 33
		SP:Iteration 49Q (59377.790000 sec): 3 clusters
  Score: Raw -1008156.427947 + Penalty 2930.445577 = -1005225.982369
  nChanged 29
		SP:Iteration 50Q (59377.970000 sec): 3 clusters
  Score: Raw -1008168.150885 + Penalty 2930.445577 = -1005237.705308
  nChanged 25
		SP:Iteration 51Q (59378.170000 sec): 3 clusters
  Score: Raw -1008177.657511 + Penalty 2930.445577 = -1005247.211934
  nChanged 23
		SP:Iteration 52Q (59378.400000 sec): 3 clusters
  Score: Raw -1008185.617182 + Penalty 2930.445577 = -1005255.171605
  nChanged 20
		SP:Iteration 53Q (59378.620000 sec): 3 clusters
  Score: Raw -1008191.590642 + Penalty 2930.445577 = -1005261.145065
  nChanged 12
		SP:Iteration 54Q (59378.820000 sec): 3 clusters
  Score: Raw -1008195.767339 + Penalty 2930.445577 = -1005265.321762
  nChanged 15
		SP:Iteration 55Q (59379.100000 sec): 3 clusters
  Score: Raw -1008204.885148 + Penalty 2930.445577 = -1005274.439570
  nChanged 16
		SP:Iteration 56Q (59379.310000 sec): 3 clusters
  Score: Raw -1008211.563847 + Penalty 2930.445577 = -1005281.118270
  nChanged 11
		SP:Iteration 57Q (59379.500000 sec): 3 clusters
  Score: Raw -1008217.143887 + Penalty 2930.445577 = -1005286.698309
  nChanged 17
		SP:Iteration 58Q (59379.730000 sec): 3 clusters
  Score: Raw -1008225.167862 + Penalty 2930.445577 = -1005294.722285
  nChanged 17
		SP:Iteration 59Q (59379.930000 sec): 3 clusters
  Score: Raw -1008231.288510 + Penalty 2930.445577 = -1005300.842933
  nChanged 15
		SP:Iteration 60F (59380.140000 sec): 3 clusters
  Score: Raw -1008238.270490 + Penalty 2930.445577 = -1005307.824912
  nChanged 18
		SP:Iteration 61Q (59380.380000 sec): 3 clusters
  Score: Raw -1008246.715104 + Penalty 2930.445577 = -1005316.269526
  nChanged 14
		SP:Iteration 62Q (59380.610000 sec): 3 clusters
  Score: Raw -1008253.089879 + Penalty 2930.445577 = -1005322.644302
  nChanged 17
		SP:Iteration 63Q (59380.830000 sec): 3 clusters
  Score: Raw -1008262.510520 + Penalty 2930.445577 = -1005332.064943
  nChanged 16
		SP:Iteration 64Q (59381.060000 sec): 3 clusters
  Score: Raw -1008269.862215 + Penalty 2930.445577 = -1005339.416637
  nChanged 13
		SP:Iteration 65Q (59381.320000 sec): 3 clusters
  Score: Raw -1008276.499463 + Penalty 2930.445577 = -1005346.053886
  nChanged 5
		SP:Iteration 66Q (59381.580000 sec): 3 clusters
  Score: Raw -1008279.723444 + Penalty 2930.445577 = -1005349.277866
  nChanged 6
		SP:Iteration 67Q (59381.790000 sec): 3 clusters
  Score: Raw -1008283.165058 + Penalty 2930.445577 = -1005352.719480
  nChanged 12
		SP:Iteration 68Q (59381.990000 sec): 3 clusters
  Score: Raw -1008288.751509 + Penalty 2930.445577 = -1005358.305932
  nChanged 11
		SP:Iteration 69Q (59382.220000 sec): 3 clusters
  Score: Raw -1008294.209556 + Penalty 2930.445577 = -1005363.763979
  nChanged 10
		SP:Iteration 70Q (59382.460000 sec): 3 clusters
  Score: Raw -1008298.407738 + Penalty 2930.445577 = -1005367.962161
  nChanged 11
		SP:Iteration 71Q (59382.640000 sec): 3 clusters
  Score: Raw -1008302.978335 + Penalty 2930.445577 = -1005372.532758
  nChanged 5
		SP:Iteration 72Q (59382.890000 sec): 3 clusters
  Score: Raw -1008305.998944 + Penalty 2930.445577 = -1005375.553367
  nChanged 10
		SP:Iteration 73Q (59383.100000 sec): 3 clusters
  Score: Raw -1008310.791382 + Penalty 2930.445577 = -1005380.345804
  nChanged 10
		SP:Iteration 74Q (59383.370000 sec): 3 clusters
  Score: Raw -1008315.813882 + Penalty 2930.445577 = -1005385.368305
  nChanged 4
		SP:Iteration 75Q (59383.570000 sec): 3 clusters
  Score: Raw -1008318.427862 + Penalty 2930.445577 = -1005387.982285
  nChanged 6
		SP:Iteration 76Q (59383.850000 sec): 3 clusters
  Score: Raw -1008321.548060 + Penalty 2930.445577 = -1005391.102482
  nChanged 3
		SP:Iteration 77Q (59384.050000 sec): 3 clusters
  Score: Raw -1008323.683273 + Penalty 2930.445577 = -1005393.237695
  nChanged 3
		SP:Iteration 78Q (59384.270000 sec): 3 clusters
  Score: Raw -1008325.748573 + Penalty 2930.445577 = -1005395.302996
  nChanged 1
		SP:Iteration 79Q (59384.460000 sec): 3 clusters
  Score: Raw -1008326.076425 + Penalty 2930.445577 = -1005395.630848
  nChanged 0
		SP:Iteration 80F (59384.710000 sec): 3 clusters
  Score: Raw -1008326.076425 + Penalty 2930.445577 = -1005395.630848
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59384.820000 sec): 2 clusters
  Score: Raw -863465.436583 + Penalty 1446.958263 = -862018.478319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59385.050000 sec): 3 clusters
  Score: Raw -859404.515366 + Penalty 2893.916526 = -856510.598840
  nChanged 3172
		SP:Iteration 1F (59385.220000 sec): 3 clusters
  Score: Raw -861203.279724 + Penalty 2893.916526 = -858309.363198
  nChanged 514
		SP:Iteration 2F (59385.440000 sec): 3 clusters
  Score: Raw -861463.056384 + Penalty 2893.916526 = -858569.139858
  nChanged 434
		SP:Iteration 3F (59385.610000 sec): 3 clusters
  Score: Raw -861691.164141 + Penalty 2893.916526 = -858797.247614
  nChanged 351
		SP:Iteration 4Q (59385.790000 sec): 3 clusters
  Score: Raw -861864.480424 + Penalty 2893.916526 = -858970.563898
  nChanged 310
		SP:Iteration 5Q (59385.990000 sec): 3 clusters
  Score: Raw -862046.029441 + Penalty 2893.916526 = -859152.112915
  nChanged 312
		SP:Iteration 6Q (59386.180000 sec): 3 clusters
  Score: Raw -862219.890219 + Penalty 2893.916526 = -859325.973692
  nChanged 315
		SP:Iteration 7Q (59386.390000 sec): 3 clusters
  Score: Raw -862400.182775 + Penalty 2893.916526 = -859506.266249
  nChanged 304
		SP:Iteration 8Q (59386.680000 sec): 3 clusters
  Score: Raw -862576.682229 + Penalty 2893.916526 = -859682.765703
  nChanged 252
		SP:Iteration 9Q (59386.960000 sec): 3 clusters
  Score: Raw -862726.690189 + Penalty 2893.916526 = -859832.773663
  nChanged 208
		SP:Iteration 10Q (59387.150000 sec): 3 clusters
  Score: Raw -862836.536433 + Penalty 2893.916526 = -859942.619907
  nChanged 181
		SP:Iteration 11Q (59387.390000 sec): 3 clusters
  Score: Raw -862914.470709 + Penalty 2893.916526 = -860020.554183
  nChanged 142
		SP:Iteration 12Q (59387.620000 sec): 3 clusters
  Score: Raw -862969.660167 + Penalty 2893.916526 = -860075.743640
  nChanged 117
		SP:Iteration 13Q (59387.890000 sec): 3 clusters
  Score: Raw -863009.978932 + Penalty 2893.916526 = -860116.062405
  nChanged 95
		SP:Iteration 14Q (59388.080000 sec): 3 clusters
  Score: Raw -863044.142337 + Penalty 2893.916526 = -860150.225811
  nChanged 81
		SP:Iteration 15Q (59388.260000 sec): 3 clusters
  Score: Raw -863070.736871 + Penalty 2893.916526 = -860176.820344
  nChanged 74
		SP:Iteration 16Q (59388.450000 sec): 3 clusters
  Score: Raw -863097.525461 + Penalty 2893.916526 = -860203.608935
  nChanged 87
		SP:Iteration 17Q (59388.650000 sec): 3 clusters
  Score: Raw -863133.363216 + Penalty 2893.916526 = -860239.446690
  nChanged 84
		SP:Iteration 18Q (59388.850000 sec): 3 clusters
  Score: Raw -863168.708281 + Penalty 2893.916526 = -860274.791755
  nChanged 89
		SP:Iteration 19Q (59389.060000 sec): 3 clusters
  Score: Raw -863206.478124 + Penalty 2893.916526 = -860312.561598
  nChanged 65
		SP:Iteration 20F (59389.340000 sec): 3 clusters
  Score: Raw -863233.384556 + Penalty 2893.916526 = -860339.468030
  nChanged 68
		SP:Iteration 21Q (59389.560000 sec): 3 clusters
  Score: Raw -863266.137220 + Penalty 2893.916526 = -860372.220694
  nChanged 59
		SP:Iteration 22Q (59389.780000 sec): 3 clusters
  Score: Raw -863293.800056 + Penalty 2893.916526 = -860399.883530
  nChanged 76
		SP:Iteration 23Q (59389.970000 sec): 3 clusters
  Score: Raw -863329.772492 + Penalty 2893.916526 = -860435.855966
  nChanged 73
		SP:Iteration 24Q (59390.160000 sec): 3 clusters
  Score: Raw -863368.396399 + Penalty 2893.916526 = -860474.479873
  nChanged 78
		SP:Iteration 25Q (59390.430000 sec): 3 clusters
  Score: Raw -863409.494123 + Penalty 2893.916526 = -860515.577597
  nChanged 67
		SP:Iteration 26Q (59390.600000 sec): 3 clusters
  Score: Raw -863441.587517 + Penalty 2893.916526 = -860547.670991
  nChanged 67
		SP:Iteration 27Q (59390.850000 sec): 3 clusters
  Score: Raw -863473.479313 + Penalty 2893.916526 = -860579.562787
  nChanged 58
		SP:Iteration 28Q (59391.040000 sec): 3 clusters
  Score: Raw -863501.755362 + Penalty 2893.916526 = -860607.838835
  nChanged 60
		SP:Iteration 29Q (59391.260000 sec): 3 clusters
  Score: Raw -863531.836736 + Penalty 2893.916526 = -860637.920209
  nChanged 57
		SP:Iteration 30Q (59391.460000 sec): 3 clusters
  Score: Raw -863561.965869 + Penalty 2893.916526 = -860668.049343
  nChanged 54
		SP:Iteration 31Q (59391.650000 sec): 3 clusters
  Score: Raw -863590.039196 + Penalty 2893.916526 = -860696.122669
  nChanged 68
		SP:Iteration 32Q (59391.930000 sec): 3 clusters
  Score: Raw -863635.026776 + Penalty 2893.916526 = -860741.110250
  nChanged 82
		SP:Iteration 33Q (59392.150000 sec): 3 clusters
  Score: Raw -863680.839776 + Penalty 2893.916526 = -860786.923250
  nChanged 61
		SP:Iteration 34Q (59392.360000 sec): 3 clusters
  Score: Raw -863709.263258 + Penalty 2893.916526 = -860815.346732
  nChanged 49
		SP:Iteration 35Q (59392.580000 sec): 3 clusters
  Score: Raw -863731.397708 + Penalty 2893.916526 = -860837.481182
  nChanged 46
		SP:Iteration 36Q (59392.850000 sec): 3 clusters
  Score: Raw -863749.043750 + Penalty 2893.916526 = -860855.127224
  nChanged 31
		SP:Iteration 37Q (59393.080000 sec): 3 clusters
  Score: Raw -863761.068866 + Penalty 2893.916526 = -860867.152340
  nChanged 20
		SP:Iteration 38Q (59393.300000 sec): 3 clusters
  Score: Raw -863766.846038 + Penalty 2893.916526 = -860872.929511
  nChanged 16
		SP:Iteration 39Q (59393.520000 sec): 3 clusters
  Score: Raw -863771.310586 + Penalty 2893.916526 = -860877.394059
  nChanged 10
		SP:Iteration 40F (59393.710000 sec): 3 clusters
  Score: Raw -863774.138946 + Penalty 2893.916526 = -860880.222420
  nChanged 12
		SP:Iteration 41Q (59393.960000 sec): 3 clusters
  Score: Raw -863777.419701 + Penalty 2893.916526 = -860883.503174
  nChanged 12
		SP:Iteration 42Q (59394.160000 sec): 3 clusters
  Score: Raw -863780.574082 + Penalty 2893.916526 = -860886.657556
  nChanged 11
		SP:Iteration 43Q (59394.390000 sec): 3 clusters
  Score: Raw -863782.972943 + Penalty 2893.916526 = -860889.056417
  nChanged 6
		SP:Iteration 44Q (59394.590000 sec): 3 clusters
  Score: Raw -863784.453216 + Penalty 2893.916526 = -860890.536690
  nChanged 5
		SP:Iteration 45Q (59394.820000 sec): 3 clusters
  Score: Raw -863785.773072 + Penalty 2893.916526 = -860891.856545
  nChanged 4
		SP:Iteration 46Q (59395.010000 sec): 3 clusters
  Score: Raw -863787.037613 + Penalty 2893.916526 = -860893.121087
  nChanged 4
		SP:Iteration 47Q (59395.260000 sec): 3 clusters
  Score: Raw -863788.110466 + Penalty 2893.916526 = -860894.193940
  nChanged 2
		SP:Iteration 48Q (59395.500000 sec): 3 clusters
  Score: Raw -863788.560849 + Penalty 2893.916526 = -860894.644323
  nChanged 2
		SP:Iteration 49Q (59395.760000 sec): 3 clusters
  Score: Raw -863788.881410 + Penalty 2893.916526 = -860894.964883
  nChanged 1
		SP:Iteration 50Q (59396.000000 sec): 3 clusters
  Score: Raw -863788.964666 + Penalty 2893.916526 = -860895.048140
  nChanged 2
		SP:Iteration 51Q (59396.250000 sec): 3 clusters
  Score: Raw -863789.246079 + Penalty 2893.916526 = -860895.329553
  nChanged 3
		SP:Iteration 52Q (59396.460000 sec): 3 clusters
  Score: Raw -863789.832372 + Penalty 2893.916526 = -860895.915846
  nChanged 4
		SP:Iteration 53Q (59396.710000 sec): 3 clusters
  Score: Raw -863790.472062 + Penalty 2893.916526 = -860896.555536
  nChanged 3
		SP:Iteration 54Q (59396.930000 sec): 3 clusters
  Score: Raw -863791.017461 + Penalty 2893.916526 = -860897.100935
  nChanged 3
		SP:Iteration 55Q (59397.120000 sec): 3 clusters
  Score: Raw -863791.756930 + Penalty 2893.916526 = -860897.840403
  nChanged 2
		SP:Iteration 56Q (59397.350000 sec): 3 clusters
  Score: Raw -863792.488278 + Penalty 2893.916526 = -860898.571752
  nChanged 2
		SP:Iteration 57Q (59397.580000 sec): 3 clusters
  Score: Raw -863792.793248 + Penalty 2893.916526 = -860898.876722
  nChanged 1
		SP:Iteration 58Q (59397.880000 sec): 3 clusters
  Score: Raw -863793.041870 + Penalty 2893.916526 = -860899.125344
  nChanged 2
		SP:Iteration 59Q (59398.060000 sec): 3 clusters
  Score: Raw -863793.582396 + Penalty 2893.916526 = -860899.665870
  nChanged 2
		SP:Iteration 60F (59398.300000 sec): 3 clusters
  Score: Raw -863794.406005 + Penalty 2893.916526 = -860900.489478
  nChanged 2
		SP:Iteration 61Q (59398.530000 sec): 3 clusters
  Score: Raw -863795.110475 + Penalty 2893.916526 = -860901.193948
  nChanged 4
		SP:Iteration 62Q (59398.770000 sec): 3 clusters
  Score: Raw -863795.835164 + Penalty 2893.916526 = -860901.918638
  nChanged 2
		SP:Iteration 63Q (59399.000000 sec): 3 clusters
  Score: Raw -863796.279897 + Penalty 2893.916526 = -860902.363371
  nChanged 4
		SP:Iteration 64Q (59399.220000 sec): 3 clusters
  Score: Raw -863797.512422 + Penalty 2893.916526 = -860903.595896
  nChanged 4
		SP:Iteration 65Q (59399.430000 sec): 3 clusters
  Score: Raw -863798.708409 + Penalty 2893.916526 = -860904.791883
  nChanged 2
		SP:Iteration 66Q (59399.620000 sec): 3 clusters
  Score: Raw -863799.232228 + Penalty 2893.916526 = -860905.315702
  nChanged 3
		SP:Iteration 67Q (59399.890000 sec): 3 clusters
  Score: Raw -863799.977263 + Penalty 2893.916526 = -860906.060737
  nChanged 5
		SP:Iteration 68Q (59400.100000 sec): 3 clusters
  Score: Raw -863801.672329 + Penalty 2893.916526 = -860907.755803
  nChanged 3
		SP:Iteration 69Q (59400.300000 sec): 3 clusters
  Score: Raw -863802.399236 + Penalty 2893.916526 = -860908.482709
  nChanged 3
		SP:Iteration 70Q (59400.460000 sec): 3 clusters
  Score: Raw -863803.124381 + Penalty 2893.916526 = -860909.207855
  nChanged 2
		SP:Iteration 71Q (59400.660000 sec): 3 clusters
  Score: Raw -863803.589426 + Penalty 2893.916526 = -860909.672899
  nChanged 2
		SP:Iteration 72Q (59400.840000 sec): 3 clusters
  Score: Raw -863803.968259 + Penalty 2893.916526 = -860910.051732
  nChanged 2
		SP:Iteration 73Q (59401.040000 sec): 3 clusters
  Score: Raw -863804.352705 + Penalty 2893.916526 = -860910.436179
  nChanged 2
		SP:Iteration 74Q (59401.240000 sec): 3 clusters
  Score: Raw -863804.821632 + Penalty 2893.916526 = -860910.905106
  nChanged 2
		SP:Iteration 75Q (59401.460000 sec): 3 clusters
  Score: Raw -863805.438523 + Penalty 2893.916526 = -860911.521996
  nChanged 1
		SP:Iteration 76Q (59401.700000 sec): 3 clusters
  Score: Raw -863805.537254 + Penalty 2893.916526 = -860911.620728
  nChanged 1
		SP:Iteration 77Q (59401.910000 sec): 3 clusters
  Score: Raw -863805.640302 + Penalty 2893.916526 = -860911.723775
  nChanged 0
		SP:Iteration 78F (59402.140000 sec): 3 clusters
  Score: Raw -863805.640302 + Penalty 2893.916526 = -860911.723775
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59402.280000 sec): 2 clusters
  Score: Raw -925903.036317 + Penalty 1483.976421 = -924419.059896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59402.530000 sec): 3 clusters
  Score: Raw -920777.762588 + Penalty 2967.952842 = -917809.809746
  nChanged 3962
		SP:Iteration 1F (59402.760000 sec): 3 clusters
  Score: Raw -923089.756858 + Penalty 2967.952842 = -920121.804016
  nChanged 676
		SP:Iteration 2F (59403.000000 sec): 3 clusters
  Score: Raw -923519.760840 + Penalty 2967.952842 = -920551.807998
  nChanged 639
		SP:Iteration 3F (59403.230000 sec): 3 clusters
  Score: Raw -923945.134156 + Penalty 2967.952842 = -920977.181314
  nChanged 584
		SP:Iteration 4F (59403.510000 sec): 3 clusters
  Score: Raw -924341.004807 + Penalty 2967.952842 = -921373.051965
  nChanged 507
		SP:Iteration 5F (59403.760000 sec): 3 clusters
  Score: Raw -924656.444446 + Penalty 2967.952842 = -921688.491603
  nChanged 431
		SP:Iteration 6Q (59404.020000 sec): 3 clusters
  Score: Raw -924883.067193 + Penalty 2967.952842 = -921915.114351
  nChanged 334
		SP:Iteration 7Q (59404.220000 sec): 3 clusters
  Score: Raw -925042.635927 + Penalty 2967.952842 = -922074.683085
  nChanged 266
		SP:Iteration 8Q (59404.450000 sec): 3 clusters
  Score: Raw -925165.895278 + Penalty 2967.952842 = -922197.942436
  nChanged 227
		SP:Iteration 9Q (59404.660000 sec): 3 clusters
  Score: Raw -925252.448475 + Penalty 2967.952842 = -922284.495633
  nChanged 195
		SP:Iteration 10Q (59404.880000 sec): 3 clusters
  Score: Raw -925330.316170 + Penalty 2967.952842 = -922362.363328
  nChanged 164
		SP:Iteration 11Q (59405.140000 sec): 3 clusters
  Score: Raw -925387.213285 + Penalty 2967.952842 = -922419.260443
  nChanged 132
		SP:Iteration 12Q (59405.410000 sec): 3 clusters
  Score: Raw -925429.135281 + Penalty 2967.952842 = -922461.182439
  nChanged 107
		SP:Iteration 13Q (59405.690000 sec): 3 clusters
  Score: Raw -925463.263152 + Penalty 2967.952842 = -922495.310310
  nChanged 101
		SP:Iteration 14Q (59405.980000 sec): 3 clusters
  Score: Raw -925498.821472 + Penalty 2967.952842 = -922530.868629
  nChanged 97
		SP:Iteration 15Q (59406.300000 sec): 3 clusters
  Score: Raw -925526.920992 + Penalty 2967.952842 = -922558.968150
  nChanged 74
		SP:Iteration 16Q (59406.540000 sec): 3 clusters
  Score: Raw -925549.942201 + Penalty 2967.952842 = -922581.989359
  nChanged 70
		SP:Iteration 17Q (59406.810000 sec): 3 clusters
  Score: Raw -925573.431609 + Penalty 2967.952842 = -922605.478767
  nChanged 69
		SP:Iteration 18Q (59407.080000 sec): 3 clusters
  Score: Raw -925593.499800 + Penalty 2967.952842 = -922625.546958
  nChanged 68
		SP:Iteration 19Q (59407.300000 sec): 3 clusters
  Score: Raw -925611.072529 + Penalty 2967.952842 = -922643.119686
  nChanged 59
		SP:Iteration 20F (59407.550000 sec): 3 clusters
  Score: Raw -925626.186068 + Penalty 2967.952842 = -922658.233226
  nChanged 49
		SP:Iteration 21Q (59407.760000 sec): 3 clusters
  Score: Raw -925637.483600 + Penalty 2967.952842 = -922669.530758
  nChanged 41
		SP:Iteration 22Q (59408.020000 sec): 3 clusters
  Score: Raw -925647.932285 + Penalty 2967.952842 = -922679.979443
  nChanged 44
		SP:Iteration 23Q (59408.380000 sec): 3 clusters
  Score: Raw -925656.341478 + Penalty 2967.952842 = -922688.388636
  nChanged 41
		SP:Iteration 24Q (59408.660000 sec): 3 clusters
  Score: Raw -925667.549510 + Penalty 2967.952842 = -922699.596668
  nChanged 39
		SP:Iteration 25Q (59408.900000 sec): 3 clusters
  Score: Raw -925674.489414 + Penalty 2967.952842 = -922706.536572
  nChanged 37
		SP:Iteration 26Q (59409.130000 sec): 3 clusters
  Score: Raw -925681.115553 + Penalty 2967.952842 = -922713.162711
  nChanged 27
		SP:Iteration 27Q (59409.380000 sec): 3 clusters
  Score: Raw -925685.836933 + Penalty 2967.952842 = -922717.884091
  nChanged 20
		SP:Iteration 28Q (59409.680000 sec): 3 clusters
  Score: Raw -925689.007943 + Penalty 2967.952842 = -922721.055101
  nChanged 17
		SP:Iteration 29Q (59409.900000 sec): 3 clusters
  Score: Raw -925691.812776 + Penalty 2967.952842 = -922723.859934
  nChanged 21
		SP:Iteration 30Q (59410.170000 sec): 3 clusters
  Score: Raw -925695.235489 + Penalty 2967.952842 = -922727.282647
  nChanged 21
		SP:Iteration 31Q (59410.390000 sec): 3 clusters
  Score: Raw -925698.680263 + Penalty 2967.952842 = -922730.727421
  nChanged 16
		SP:Iteration 32Q (59410.620000 sec): 3 clusters
  Score: Raw -925701.412515 + Penalty 2967.952842 = -922733.459673
  nChanged 10
		SP:Iteration 33Q (59410.840000 sec): 3 clusters
  Score: Raw -925702.883187 + Penalty 2967.952842 = -922734.930345
  nChanged 10
		SP:Iteration 34Q (59411.110000 sec): 3 clusters
  Score: Raw -925704.409529 + Penalty 2967.952842 = -922736.456687
  nChanged 8
		SP:Iteration 35Q (59411.340000 sec): 3 clusters
  Score: Raw -925705.199583 + Penalty 2967.952842 = -922737.246741
  nChanged 9
		SP:Iteration 36Q (59411.630000 sec): 3 clusters
  Score: Raw -925706.596532 + Penalty 2967.952842 = -922738.643690
  nChanged 11
		SP:Iteration 37Q (59411.840000 sec): 3 clusters
  Score: Raw -925708.379352 + Penalty 2967.952842 = -922740.426510
  nChanged 13
		SP:Iteration 38Q (59412.120000 sec): 3 clusters
  Score: Raw -925710.767243 + Penalty 2967.952842 = -922742.814401
  nChanged 12
		SP:Iteration 39Q (59412.350000 sec): 3 clusters
  Score: Raw -925712.980869 + Penalty 2967.952842 = -922745.028027
  nChanged 10
		SP:Iteration 40F (59412.630000 sec): 3 clusters
  Score: Raw -925715.768172 + Penalty 2967.952842 = -922747.815330
  nChanged 15
		SP:Iteration 41Q (59412.900000 sec): 3 clusters
  Score: Raw -925719.080148 + Penalty 2967.952842 = -922751.127306
  nChanged 21
		SP:Iteration 42Q (59413.190000 sec): 3 clusters
  Score: Raw -925724.489996 + Penalty 2967.952842 = -922756.537154
  nChanged 25
		SP:Iteration 43Q (59413.430000 sec): 3 clusters
  Score: Raw -925730.060553 + Penalty 2967.952842 = -922762.107710
  nChanged 30
		SP:Iteration 44Q (59413.650000 sec): 3 clusters
  Score: Raw -925736.404312 + Penalty 2967.952842 = -922768.451470
  nChanged 29
		SP:Iteration 45Q (59413.960000 sec): 3 clusters
  Score: Raw -925742.694090 + Penalty 2967.952842 = -922774.741248
  nChanged 35
		SP:Iteration 46Q (59414.230000 sec): 3 clusters
  Score: Raw -925752.232312 + Penalty 2967.952842 = -922784.279470
  nChanged 31
		SP:Iteration 47Q (59414.480000 sec): 3 clusters
  Score: Raw -925760.521865 + Penalty 2967.952842 = -922792.569023
  nChanged 37
		SP:Iteration 48Q (59414.710000 sec): 3 clusters
  Score: Raw -925770.625329 + Penalty 2967.952842 = -922802.672487
  nChanged 45
		SP:Iteration 49Q (59414.940000 sec): 3 clusters
  Score: Raw -925782.522232 + Penalty 2967.952842 = -922814.569390
  nChanged 41
		SP:Iteration 50Q (59415.190000 sec): 3 clusters
  Score: Raw -925795.647067 + Penalty 2967.952842 = -922827.694225
  nChanged 47
		SP:Iteration 51Q (59415.450000 sec): 3 clusters
  Score: Raw -925813.519922 + Penalty 2967.952842 = -922845.567080
  nChanged 52
		SP:Iteration 52Q (59415.650000 sec): 3 clusters
  Score: Raw -925832.391033 + Penalty 2967.952842 = -922864.438191
  nChanged 53
		SP:Iteration 53Q (59415.920000 sec): 3 clusters
  Score: Raw -925849.144312 + Penalty 2967.952842 = -922881.191470
  nChanged 52
		SP:Iteration 54Q (59416.170000 sec): 3 clusters
  Score: Raw -925861.632591 + Penalty 2967.952842 = -922893.679749
  nChanged 45
		SP:Iteration 55Q (59416.340000 sec): 3 clusters
  Score: Raw -925873.922175 + Penalty 2967.952842 = -922905.969333
  nChanged 42
		SP:Iteration 56Q (59416.600000 sec): 3 clusters
  Score: Raw -925887.795163 + Penalty 2967.952842 = -922919.842321
  nChanged 45
		SP:Iteration 57Q (59416.810000 sec): 3 clusters
  Score: Raw -925899.749666 + Penalty 2967.952842 = -922931.796824
  nChanged 36
		SP:Iteration 58Q (59417.030000 sec): 3 clusters
  Score: Raw -925907.994501 + Penalty 2967.952842 = -922940.041659
  nChanged 30
		SP:Iteration 59Q (59417.240000 sec): 3 clusters
  Score: Raw -925914.761241 + Penalty 2967.952842 = -922946.808399
  nChanged 27
		SP:Iteration 60F (59417.460000 sec): 3 clusters
  Score: Raw -925922.345553 + Penalty 2967.952842 = -922954.392711
  nChanged 25
		SP:Iteration 61Q (59417.660000 sec): 3 clusters
  Score: Raw -925928.512301 + Penalty 2967.952842 = -922960.559458
  nChanged 27
		SP:Iteration 62Q (59417.880000 sec): 3 clusters
  Score: Raw -925934.682612 + Penalty 2967.952842 = -922966.729770
  nChanged 22
		SP:Iteration 63Q (59418.160000 sec): 3 clusters
  Score: Raw -925938.740067 + Penalty 2967.952842 = -922970.787225
  nChanged 19
		SP:Iteration 64Q (59418.390000 sec): 3 clusters
  Score: Raw -925942.422124 + Penalty 2967.952842 = -922974.469282
  nChanged 21
		SP:Iteration 65Q (59418.650000 sec): 3 clusters
  Score: Raw -925946.886714 + Penalty 2967.952842 = -922978.933872
  nChanged 19
		SP:Iteration 66Q (59418.870000 sec): 3 clusters
  Score: Raw -925951.517871 + Penalty 2967.952842 = -922983.565029
  nChanged 18
		SP:Iteration 67Q (59419.070000 sec): 3 clusters
  Score: Raw -925956.826205 + Penalty 2967.952842 = -922988.873363
  nChanged 29
		SP:Iteration 68Q (59419.300000 sec): 3 clusters
  Score: Raw -925964.218004 + Penalty 2967.952842 = -922996.265162
  nChanged 18
		SP:Iteration 69Q (59419.490000 sec): 3 clusters
  Score: Raw -925968.272801 + Penalty 2967.952842 = -923000.319959
  nChanged 19
		SP:Iteration 70Q (59419.730000 sec): 3 clusters
  Score: Raw -925973.788668 + Penalty 2967.952842 = -923005.835826
  nChanged 23
		SP:Iteration 71Q (59420.010000 sec): 3 clusters
  Score: Raw -925982.434617 + Penalty 2967.952842 = -923014.481775
  nChanged 22
		SP:Iteration 72Q (59420.250000 sec): 3 clusters
  Score: Raw -925989.400613 + Penalty 2967.952842 = -923021.447771
  nChanged 22
		SP:Iteration 73Q (59420.480000 sec): 3 clusters
  Score: Raw -925994.493279 + Penalty 2967.952842 = -923026.540436
  nChanged 18
		SP:Iteration 74Q (59420.760000 sec): 3 clusters
  Score: Raw -925999.639969 + Penalty 2967.952842 = -923031.687127
  nChanged 17
		SP:Iteration 75Q (59420.970000 sec): 3 clusters
  Score: Raw -926003.947101 + Penalty 2967.952842 = -923035.994259
  nChanged 13
		SP:Iteration 76Q (59421.200000 sec): 3 clusters
  Score: Raw -926006.667890 + Penalty 2967.952842 = -923038.715048
  nChanged 11
		SP:Iteration 77Q (59421.450000 sec): 3 clusters
  Score: Raw -926008.346858 + Penalty 2967.952842 = -923040.394016
  nChanged 12
		SP:Iteration 78Q (59421.630000 sec): 3 clusters
  Score: Raw -926010.617809 + Penalty 2967.952842 = -923042.664967
  nChanged 8
		SP:Iteration 79Q (59421.830000 sec): 3 clusters
  Score: Raw -926013.374638 + Penalty 2967.952842 = -923045.421796
  nChanged 15
		SP:Iteration 80F (59422.040000 sec): 3 clusters
  Score: Raw -926018.546756 + Penalty 2967.952842 = -923050.593914
  nChanged 18
		SP:Iteration 81Q (59422.240000 sec): 3 clusters
  Score: Raw -926025.171823 + Penalty 2967.952842 = -923057.218981
  nChanged 30
		SP:Iteration 82Q (59422.430000 sec): 3 clusters
  Score: Raw -926035.353633 + Penalty 2967.952842 = -923067.400791
  nChanged 28
		SP:Iteration 83Q (59422.630000 sec): 3 clusters
  Score: Raw -926045.694376 + Penalty 2967.952842 = -923077.741534
  nChanged 32
		SP:Iteration 84Q (59422.860000 sec): 3 clusters
  Score: Raw -926060.691632 + Penalty 2967.952842 = -923092.738790
  nChanged 43
		SP:Iteration 85Q (59423.110000 sec): 3 clusters
  Score: Raw -926076.586578 + Penalty 2967.952842 = -923108.633736
  nChanged 35
		SP:Iteration 86Q (59423.320000 sec): 3 clusters
  Score: Raw -926087.955798 + Penalty 2967.952842 = -923120.002956
  nChanged 29
		SP:Iteration 87Q (59423.580000 sec): 3 clusters
  Score: Raw -926099.691927 + Penalty 2967.952842 = -923131.739085
  nChanged 26
		SP:Iteration 88Q (59423.810000 sec): 3 clusters
  Score: Raw -926109.871461 + Penalty 2967.952842 = -923141.918619
  nChanged 25
		SP:Iteration 89Q (59424.010000 sec): 3 clusters
  Score: Raw -926118.494423 + Penalty 2967.952842 = -923150.541581
  nChanged 26
		SP:Iteration 90Q (59424.190000 sec): 3 clusters
  Score: Raw -926128.255551 + Penalty 2967.952842 = -923160.302709
  nChanged 19
		SP:Iteration 91Q (59424.410000 sec): 3 clusters
  Score: Raw -926134.936091 + Penalty 2967.952842 = -923166.983249
  nChanged 16
		SP:Iteration 92Q (59424.600000 sec): 3 clusters
  Score: Raw -926140.155723 + Penalty 2967.952842 = -923172.202881
  nChanged 23
		SP:Iteration 93Q (59424.800000 sec): 3 clusters
  Score: Raw -926149.282481 + Penalty 2967.952842 = -923181.329639
  nChanged 24
		SP:Iteration 94Q (59425.020000 sec): 3 clusters
  Score: Raw -926157.151168 + Penalty 2967.952842 = -923189.198326
  nChanged 22
		SP:Iteration 95Q (59425.230000 sec): 3 clusters
  Score: Raw -926163.738076 + Penalty 2967.952842 = -923195.785234
  nChanged 18
		SP:Iteration 96Q (59425.460000 sec): 3 clusters
  Score: Raw -926169.829346 + Penalty 2967.952842 = -923201.876504
  nChanged 20
		SP:Iteration 97Q (59425.620000 sec): 3 clusters
  Score: Raw -926176.472003 + Penalty 2967.952842 = -923208.519161
  nChanged 24
		SP:Iteration 98Q (59425.840000 sec): 3 clusters
  Score: Raw -926186.103430 + Penalty 2967.952842 = -923218.150588
  nChanged 24
		SP:Iteration 99Q (59426.080000 sec): 3 clusters
  Score: Raw -926193.780260 + Penalty 2967.952842 = -923225.827418
  nChanged 19
		SP:Iteration 100F (59426.280000 sec): 3 clusters
  Score: Raw -926200.608045 + Penalty 2967.952842 = -923232.655203
  nChanged 17
		SP:Iteration 101Q (59426.510000 sec): 3 clusters
  Score: Raw -926204.146396 + Penalty 2967.952842 = -923236.193554
  nChanged 6
		SP:Iteration 102Q (59426.720000 sec): 3 clusters
  Score: Raw -926204.911342 + Penalty 2967.952842 = -923236.958500
  nChanged 2
		SP:Iteration 103Q (59426.960000 sec): 3 clusters
  Score: Raw -926205.312147 + Penalty 2967.952842 = -923237.359305
  nChanged 1
		SP:Iteration 104Q (59427.170000 sec): 3 clusters
  Score: Raw -926205.592221 + Penalty 2967.952842 = -923237.639379
  nChanged 1
		SP:Iteration 105Q (59427.400000 sec): 3 clusters
  Score: Raw -926206.046227 + Penalty 2967.952842 = -923238.093385
  nChanged 0
		SP:Iteration 106F (59427.640000 sec): 3 clusters
  Score: Raw -926206.046227 + Penalty 2967.952842 = -923238.093385
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (37901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59427.880000 sec): 2 clusters
  Score: Raw -4179556.639327 + Penalty 1713.194076 = -4177843.445251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59428.280000 sec): 3 clusters
  Score: Raw -4155821.194060 + Penalty 3426.388152 = -4152394.805908
  nChanged 17661
		SP:Iteration 1F (59428.680000 sec): 3 clusters
  Score: Raw -4165701.768875 + Penalty 3426.388152 = -4162275.380723
  nChanged 1713
		SP:Iteration 2Q (59429.050000 sec): 3 clusters
  Score: Raw -4166260.648708 + Penalty 3426.388152 = -4162834.260556
  nChanged 1736
		SP:Iteration 3Q (59429.420000 sec): 3 clusters
  Score: Raw -4166908.725407 + Penalty 3426.388152 = -4163482.337255
  nChanged 1877
		SP:Iteration 4Q (59429.820000 sec): 3 clusters
  Score: Raw -4167695.111407 + Penalty 3426.388152 = -4164268.723255
  nChanged 1980
		SP:Iteration 5F (59430.140000 sec): 3 clusters
  Score: Raw -4168558.999898 + Penalty 3426.388152 = -4165132.611745
  nChanged 1984
		SP:Iteration 6F (59430.540000 sec): 3 clusters
  Score: Raw -4169499.130193 + Penalty 3426.388152 = -4166072.742041
  nChanged 2040
		SP:Iteration 7F (59430.960000 sec): 3 clusters
  Score: Raw -4170568.645997 + Penalty 3426.388152 = -4167142.257845
  nChanged 2065
		SP:Iteration 8F (59431.300000 sec): 3 clusters
  Score: Raw -4171694.246056 + Penalty 3426.388152 = -4168267.857904
  nChanged 2042
		SP:Iteration 9F (59431.660000 sec): 3 clusters
  Score: Raw -4172911.234181 + Penalty 3426.388152 = -4169484.846029
  nChanged 1936
		SP:Iteration 10F (59432.040000 sec): 3 clusters
  Score: Raw -4174176.367918 + Penalty 3426.388152 = -4170749.979765
  nChanged 1813
		SP:Iteration 11Q (59432.440000 sec): 3 clusters
  Score: Raw -4175470.170799 + Penalty 3426.388152 = -4172043.782647
  nChanged 1733
		SP:Iteration 12Q (59432.840000 sec): 3 clusters
  Score: Raw -4176762.608552 + Penalty 3426.388152 = -4173336.220400
  nChanged 1407
		SP:Iteration 13Q (59433.250000 sec): 3 clusters
  Score: Raw -4177830.857311 + Penalty 3426.388152 = -4174404.469159
  nChanged 1032
		SP:Iteration 14Q (59433.680000 sec): 3 clusters
  Score: Raw -4178619.794839 + Penalty 3426.388152 = -4175193.406686
  nChanged 650
		SP:Iteration 15Q (59434.000000 sec): 3 clusters
  Score: Raw -4179108.364703 + Penalty 3426.388152 = -4175681.976551
  nChanged 424
		SP:Iteration 16Q (59434.380000 sec): 3 clusters
  Score: Raw -4179433.558874 + Penalty 3426.388152 = -4176007.170722
  nChanged 271
		SP:Iteration 17Q (59434.710000 sec): 3 clusters
  Score: Raw -4179633.673676 + Penalty 3426.388152 = -4176207.285523
  nChanged 166
		SP:Iteration 18Q (59435.070000 sec): 3 clusters
  Score: Raw -4179751.186519 + Penalty 3426.388152 = -4176324.798366
  nChanged 107
		SP:Iteration 19Q (59435.440000 sec): 3 clusters
  Score: Raw -4179827.537471 + Penalty 3426.388152 = -4176401.149318
  nChanged 72
		SP:Iteration 20F (59435.850000 sec): 3 clusters
  Score: Raw -4179865.671323 + Penalty 3426.388152 = -4176439.283171
  nChanged 44
		SP:Iteration 21Q (59436.190000 sec): 3 clusters
  Score: Raw -4179888.070580 + Penalty 3426.388152 = -4176461.682428
  nChanged 37
		SP:Iteration 22Q (59436.580000 sec): 3 clusters
  Score: Raw -4179908.385895 + Penalty 3426.388152 = -4176481.997743
  nChanged 30
		SP:Iteration 23Q (59436.930000 sec): 3 clusters
  Score: Raw -4179921.228830 + Penalty 3426.388152 = -4176494.840678
  nChanged 18
		SP:Iteration 24Q (59437.220000 sec): 3 clusters
  Score: Raw -4179929.573761 + Penalty 3426.388152 = -4176503.185609
  nChanged 15
		SP:Iteration 25Q (59437.600000 sec): 3 clusters
  Score: Raw -4179937.136061 + Penalty 3426.388152 = -4176510.747909
  nChanged 16
		SP:Iteration 26Q (59437.930000 sec): 3 clusters
  Score: Raw -4179945.441905 + Penalty 3426.388152 = -4176519.053753
  nChanged 10
		SP:Iteration 27Q (59438.320000 sec): 3 clusters
  Score: Raw -4179951.756441 + Penalty 3426.388152 = -4176525.368288
  nChanged 9
		SP:Iteration 28Q (59438.620000 sec): 3 clusters
  Score: Raw -4179955.394228 + Penalty 3426.388152 = -4176529.006076
  nChanged 9
		SP:Iteration 29Q (59438.960000 sec): 3 clusters
  Score: Raw -4179960.467600 + Penalty 3426.388152 = -4176534.079448
  nChanged 6
		SP:Iteration 30Q (59439.270000 sec): 3 clusters
  Score: Raw -4179962.466199 + Penalty 3426.388152 = -4176536.078047
  nChanged 8
		SP:Iteration 31Q (59439.620000 sec): 3 clusters
  Score: Raw -4179965.718222 + Penalty 3426.388152 = -4176539.330070
  nChanged 8
		SP:Iteration 32Q (59440.000000 sec): 3 clusters
  Score: Raw -4179968.313535 + Penalty 3426.388152 = -4176541.925383
  nChanged 6
		SP:Iteration 33Q (59440.310000 sec): 3 clusters
  Score: Raw -4179970.813428 + Penalty 3426.388152 = -4176544.425276
  nChanged 13
		SP:Iteration 34Q (59440.670000 sec): 3 clusters
  Score: Raw -4179976.307912 + Penalty 3426.388152 = -4176549.919760
  nChanged 10
		SP:Iteration 35Q (59441.090000 sec): 3 clusters
  Score: Raw -4179981.271991 + Penalty 3426.388152 = -4176554.883839
  nChanged 13
		SP:Iteration 36Q (59441.420000 sec): 3 clusters
  Score: Raw -4179988.264497 + Penalty 3426.388152 = -4176561.876345
  nChanged 8
		SP:Iteration 37Q (59441.790000 sec): 3 clusters
  Score: Raw -4179991.306202 + Penalty 3426.388152 = -4176564.918049
  nChanged 6
		SP:Iteration 38Q (59442.120000 sec): 3 clusters
  Score: Raw -4179994.739888 + Penalty 3426.388152 = -4176568.351736
  nChanged 4
		SP:Iteration 39Q (59442.510000 sec): 3 clusters
  Score: Raw -4179996.065770 + Penalty 3426.388152 = -4176569.677618
  nChanged 3
		SP:Iteration 40F (59442.960000 sec): 3 clusters
  Score: Raw -4179997.193180 + Penalty 3426.388152 = -4176570.805028
  nChanged 4
		SP:Iteration 41Q (59443.320000 sec): 3 clusters
  Score: Raw -4179998.852845 + Penalty 3426.388152 = -4176572.464693
  nChanged 5
		SP:Iteration 42Q (59443.690000 sec): 3 clusters
  Score: Raw -4180001.086503 + Penalty 3426.388152 = -4176574.698351
  nChanged 7
		SP:Iteration 43Q (59444.050000 sec): 3 clusters
  Score: Raw -4180003.924751 + Penalty 3426.388152 = -4176577.536599
  nChanged 3
		SP:Iteration 44Q (59444.410000 sec): 3 clusters
  Score: Raw -4180005.608952 + Penalty 3426.388152 = -4176579.220800
  nChanged 4
		SP:Iteration 45Q (59444.770000 sec): 3 clusters
  Score: Raw -4180006.707947 + Penalty 3426.388152 = -4176580.319795
  nChanged 3
		SP:Iteration 46Q (59445.120000 sec): 3 clusters
  Score: Raw -4180008.467450 + Penalty 3426.388152 = -4176582.079298
  nChanged 5
		SP:Iteration 47Q (59445.470000 sec): 3 clusters
  Score: Raw -4180010.801288 + Penalty 3426.388152 = -4176584.413136
  nChanged 2
		SP:Iteration 48Q (59445.790000 sec): 3 clusters
  Score: Raw -4180011.356639 + Penalty 3426.388152 = -4176584.968487
  nChanged 1
		SP:Iteration 49Q (59446.210000 sec): 3 clusters
  Score: Raw -4180011.835093 + Penalty 3426.388152 = -4176585.446941
  nChanged 0
		SP:Iteration 50F (59446.530000 sec): 3 clusters
  Score: Raw -4180011.835093 + Penalty 3426.388152 = -4176585.446941
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59446.680000 sec): 2 clusters
  Score: Raw -1168016.875288 + Penalty 1507.142428 = -1166509.732861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59446.930000 sec): 3 clusters
  Score: Raw -1161949.365437 + Penalty 3014.284855 = -1158935.080582
  nChanged 4590
		SP:Iteration 1F (59447.170000 sec): 3 clusters
  Score: Raw -1164745.105118 + Penalty 3014.284855 = -1161730.820263
  nChanged 803
		SP:Iteration 2F (59447.390000 sec): 3 clusters
  Score: Raw -1165314.917270 + Penalty 3014.284855 = -1162300.632415
  nChanged 737
		SP:Iteration 3F (59447.630000 sec): 3 clusters
  Score: Raw -1165864.216210 + Penalty 3014.284855 = -1162849.931355
  nChanged 752
		SP:Iteration 4F (59447.900000 sec): 3 clusters
  Score: Raw -1166476.173465 + Penalty 3014.284855 = -1163461.888610
  nChanged 724
		SP:Iteration 5F (59448.130000 sec): 3 clusters
  Score: Raw -1167097.667437 + Penalty 3014.284855 = -1164083.382582
  nChanged 644
		SP:Iteration 6F (59448.420000 sec): 3 clusters
  Score: Raw -1167639.054930 + Penalty 3014.284855 = -1164624.770075
  nChanged 571
		SP:Iteration 7F (59448.630000 sec): 3 clusters
  Score: Raw -1168106.669317 + Penalty 3014.284855 = -1165092.384462
  nChanged 469
		SP:Iteration 8Q (59448.870000 sec): 3 clusters
  Score: Raw -1168448.123649 + Penalty 3014.284855 = -1165433.838794
  nChanged 309
		SP:Iteration 9Q (59449.120000 sec): 3 clusters
  Score: Raw -1168605.871644 + Penalty 3014.284855 = -1165591.586789
  nChanged 210
		SP:Iteration 10Q (59449.380000 sec): 3 clusters
  Score: Raw -1168680.548849 + Penalty 3014.284855 = -1165666.263994
  nChanged 123
		SP:Iteration 11Q (59449.630000 sec): 3 clusters
  Score: Raw -1168713.427547 + Penalty 3014.284855 = -1165699.142692
  nChanged 75
		SP:Iteration 12Q (59449.840000 sec): 3 clusters
  Score: Raw -1168728.393430 + Penalty 3014.284855 = -1165714.108575
  nChanged 49
		SP:Iteration 13Q (59450.090000 sec): 3 clusters
  Score: Raw -1168736.532172 + Penalty 3014.284855 = -1165722.247317
  nChanged 39
		SP:Iteration 14Q (59450.290000 sec): 3 clusters
  Score: Raw -1168744.345606 + Penalty 3014.284855 = -1165730.060751
  nChanged 43
		SP:Iteration 15Q (59450.510000 sec): 3 clusters
  Score: Raw -1168751.846240 + Penalty 3014.284855 = -1165737.561385
  nChanged 28
		SP:Iteration 16Q (59450.730000 sec): 3 clusters
  Score: Raw -1168755.863790 + Penalty 3014.284855 = -1165741.578935
  nChanged 19
		SP:Iteration 17Q (59450.920000 sec): 3 clusters
  Score: Raw -1168759.029263 + Penalty 3014.284855 = -1165744.744408
  nChanged 18
		SP:Iteration 18Q (59451.160000 sec): 3 clusters
  Score: Raw -1168760.994002 + Penalty 3014.284855 = -1165746.709147
  nChanged 16
		SP:Iteration 19Q (59451.380000 sec): 3 clusters
  Score: Raw -1168762.819761 + Penalty 3014.284855 = -1165748.534906
  nChanged 13
		SP:Iteration 20F (59451.640000 sec): 3 clusters
  Score: Raw -1168764.220141 + Penalty 3014.284855 = -1165749.935286
  nChanged 10
		SP:Iteration 21Q (59451.900000 sec): 3 clusters
  Score: Raw -1168764.930916 + Penalty 3014.284855 = -1165750.646061
  nChanged 6
		SP:Iteration 22Q (59452.200000 sec): 3 clusters
  Score: Raw -1168765.589731 + Penalty 3014.284855 = -1165751.304876
  nChanged 7
		SP:Iteration 23Q (59452.420000 sec): 3 clusters
  Score: Raw -1168766.600379 + Penalty 3014.284855 = -1165752.315524
  nChanged 10
		SP:Iteration 24Q (59452.630000 sec): 3 clusters
  Score: Raw -1168767.773246 + Penalty 3014.284855 = -1165753.488391
  nChanged 7
		SP:Iteration 25Q (59452.920000 sec): 3 clusters
  Score: Raw -1168768.413451 + Penalty 3014.284855 = -1165754.128596
  nChanged 9
		SP:Iteration 26Q (59453.130000 sec): 3 clusters
  Score: Raw -1168769.690804 + Penalty 3014.284855 = -1165755.405949
  nChanged 14
		SP:Iteration 27Q (59453.390000 sec): 3 clusters
  Score: Raw -1168771.516969 + Penalty 3014.284855 = -1165757.232114
  nChanged 10
		SP:Iteration 28Q (59453.650000 sec): 3 clusters
  Score: Raw -1168772.487837 + Penalty 3014.284855 = -1165758.202982
  nChanged 6
		SP:Iteration 29Q (59453.900000 sec): 3 clusters
  Score: Raw -1168772.970749 + Penalty 3014.284855 = -1165758.685894
  nChanged 4
		SP:Iteration 30Q (59454.030000 sec): 3 clusters
  Score: Raw -1168773.414298 + Penalty 3014.284855 = -1165759.129443
  nChanged 6
		SP:Iteration 31Q (59454.290000 sec): 3 clusters
  Score: Raw -1168774.008143 + Penalty 3014.284855 = -1165759.723288
  nChanged 3
		SP:Iteration 32Q (59454.550000 sec): 3 clusters
  Score: Raw -1168774.409549 + Penalty 3014.284855 = -1165760.124694
  nChanged 2
		SP:Iteration 33Q (59454.800000 sec): 3 clusters
  Score: Raw -1168774.641270 + Penalty 3014.284855 = -1165760.356415
  nChanged 1
		SP:Iteration 34Q (59455.040000 sec): 3 clusters
  Score: Raw -1168774.675054 + Penalty 3014.284855 = -1165760.390199
  nChanged 1
		SP:Iteration 35Q (59455.330000 sec): 3 clusters
  Score: Raw -1168774.747080 + Penalty 3014.284855 = -1165760.462225
  nChanged 1
		SP:Iteration 36Q (59455.590000 sec): 3 clusters
  Score: Raw -1168774.806381 + Penalty 3014.284855 = -1165760.521526
  nChanged 0
		SP:Iteration 37F (59455.850000 sec): 3 clusters
  Score: Raw -1168774.806381 + Penalty 3014.284855 = -1165760.521526
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (17716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59456.010000 sec): 2 clusters
  Score: Raw -2032518.008285 + Penalty 1589.611313 = -2030928.396972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59456.310000 sec): 3 clusters
  Score: Raw -2021989.725377 + Penalty 3179.222626 = -2018810.502751
  nChanged 7866
		SP:Iteration 1F (59456.590000 sec): 3 clusters
  Score: Raw -2026254.270337 + Penalty 3179.222626 = -2023075.047711
  nChanged 903
		SP:Iteration 2F (59456.890000 sec): 3 clusters
  Score: Raw -2026598.041495 + Penalty 3179.222626 = -2023418.818869
  nChanged 830
		SP:Iteration 3Q (59457.140000 sec): 3 clusters
  Score: Raw -2026938.565073 + Penalty 3179.222626 = -2023759.342447
  nChanged 828
		SP:Iteration 4Q (59457.460000 sec): 3 clusters
  Score: Raw -2027298.974510 + Penalty 3179.222626 = -2024119.751883
  nChanged 840
		SP:Iteration 5Q (59457.680000 sec): 3 clusters
  Score: Raw -2027654.442221 + Penalty 3179.222626 = -2024475.219595
  nChanged 791
		SP:Iteration 6Q (59457.950000 sec): 3 clusters
  Score: Raw -2028042.997758 + Penalty 3179.222626 = -2024863.775132
  nChanged 845
		SP:Iteration 7Q (59458.190000 sec): 3 clusters
  Score: Raw -2028509.949704 + Penalty 3179.222626 = -2025330.727078
  nChanged 933
		SP:Iteration 8F (59458.480000 sec): 3 clusters
  Score: Raw -2029118.927735 + Penalty 3179.222626 = -2025939.705109
  nChanged 1038
		SP:Iteration 9F (59458.710000 sec): 3 clusters
  Score: Raw -2029832.493323 + Penalty 3179.222626 = -2026653.270697
  nChanged 996
		SP:Iteration 10F (59458.960000 sec): 3 clusters
  Score: Raw -2030520.116701 + Penalty 3179.222626 = -2027340.894075
  nChanged 868
		SP:Iteration 11Q (59459.240000 sec): 3 clusters
  Score: Raw -2031105.078598 + Penalty 3179.222626 = -2027925.855972
  nChanged 710
		SP:Iteration 12Q (59459.520000 sec): 3 clusters
  Score: Raw -2031514.110307 + Penalty 3179.222626 = -2028334.887681
  nChanged 556
		SP:Iteration 13Q (59459.750000 sec): 3 clusters
  Score: Raw -2031789.647065 + Penalty 3179.222626 = -2028610.424439
  nChanged 411
		SP:Iteration 14Q (59460.100000 sec): 3 clusters
  Score: Raw -2031957.484252 + Penalty 3179.222626 = -2028778.261626
  nChanged 319
		SP:Iteration 15Q (59460.410000 sec): 3 clusters
  Score: Raw -2032087.202283 + Penalty 3179.222626 = -2028907.979657
  nChanged 262
		SP:Iteration 16Q (59460.690000 sec): 3 clusters
  Score: Raw -2032162.293107 + Penalty 3179.222626 = -2028983.070481
  nChanged 183
		SP:Iteration 17Q (59460.970000 sec): 3 clusters
  Score: Raw -2032211.993689 + Penalty 3179.222626 = -2029032.771063
  nChanged 161
		SP:Iteration 18Q (59461.300000 sec): 3 clusters
  Score: Raw -2032256.993671 + Penalty 3179.222626 = -2029077.771045
  nChanged 135
		SP:Iteration 19Q (59461.570000 sec): 3 clusters
  Score: Raw -2032284.855647 + Penalty 3179.222626 = -2029105.633021
  nChanged 107
		SP:Iteration 20F (59461.820000 sec): 3 clusters
  Score: Raw -2032304.413933 + Penalty 3179.222626 = -2029125.191306
  nChanged 79
		SP:Iteration 21Q (59462.060000 sec): 3 clusters
  Score: Raw -2032316.836563 + Penalty 3179.222626 = -2029137.613937
  nChanged 62
		SP:Iteration 22Q (59462.370000 sec): 3 clusters
  Score: Raw -2032325.683281 + Penalty 3179.222626 = -2029146.460654
  nChanged 48
		SP:Iteration 23Q (59462.620000 sec): 3 clusters
  Score: Raw -2032330.754926 + Penalty 3179.222626 = -2029151.532300
  nChanged 40
		SP:Iteration 24Q (59462.920000 sec): 3 clusters
  Score: Raw -2032334.894272 + Penalty 3179.222626 = -2029155.671646
  nChanged 35
		SP:Iteration 25Q (59463.150000 sec): 3 clusters
  Score: Raw -2032338.598868 + Penalty 3179.222626 = -2029159.376242
  nChanged 29
		SP:Iteration 26Q (59463.390000 sec): 3 clusters
  Score: Raw -2032341.394392 + Penalty 3179.222626 = -2029162.171766
  nChanged 24
		SP:Iteration 27Q (59463.670000 sec): 3 clusters
  Score: Raw -2032344.024082 + Penalty 3179.222626 = -2029164.801456
  nChanged 30
		SP:Iteration 28Q (59463.870000 sec): 3 clusters
  Score: Raw -2032347.279957 + Penalty 3179.222626 = -2029168.057331
  nChanged 26
		SP:Iteration 29Q (59464.170000 sec): 3 clusters
  Score: Raw -2032349.728966 + Penalty 3179.222626 = -2029170.506340
  nChanged 26
		SP:Iteration 30Q (59464.410000 sec): 3 clusters
  Score: Raw -2032351.893743 + Penalty 3179.222626 = -2029172.671117
  nChanged 15
		SP:Iteration 31Q (59464.700000 sec): 3 clusters
  Score: Raw -2032353.014273 + Penalty 3179.222626 = -2029173.791647
  nChanged 13
		SP:Iteration 32Q (59465.020000 sec): 3 clusters
  Score: Raw -2032354.003358 + Penalty 3179.222626 = -2029174.780731
  nChanged 10
		SP:Iteration 33Q (59465.290000 sec): 3 clusters
  Score: Raw -2032354.988503 + Penalty 3179.222626 = -2029175.765877
  nChanged 13
		SP:Iteration 34Q (59465.640000 sec): 3 clusters
  Score: Raw -2032355.930938 + Penalty 3179.222626 = -2029176.708312
  nChanged 10
		SP:Iteration 35Q (59465.930000 sec): 3 clusters
  Score: Raw -2032356.636288 + Penalty 3179.222626 = -2029177.413662
  nChanged 7
		SP:Iteration 36Q (59466.240000 sec): 3 clusters
  Score: Raw -2032357.190424 + Penalty 3179.222626 = -2029177.967798
  nChanged 7
		SP:Iteration 37Q (59466.530000 sec): 3 clusters
  Score: Raw -2032357.770729 + Penalty 3179.222626 = -2029178.548102
  nChanged 12
		SP:Iteration 38Q (59466.860000 sec): 3 clusters
  Score: Raw -2032358.959388 + Penalty 3179.222626 = -2029179.736762
  nChanged 14
		SP:Iteration 39Q (59467.120000 sec): 3 clusters
  Score: Raw -2032359.827773 + Penalty 3179.222626 = -2029180.605147
  nChanged 11
		SP:Iteration 40F (59467.360000 sec): 3 clusters
  Score: Raw -2032360.628211 + Penalty 3179.222626 = -2029181.405585
  nChanged 7
		SP:Iteration 41Q (59467.600000 sec): 3 clusters
  Score: Raw -2032361.137501 + Penalty 3179.222626 = -2029181.914875
  nChanged 5
		SP:Iteration 42Q (59467.850000 sec): 3 clusters
  Score: Raw -2032361.398828 + Penalty 3179.222626 = -2029182.176202
  nChanged 3
		SP:Iteration 43Q (59468.110000 sec): 3 clusters
  Score: Raw -2032361.588623 + Penalty 3179.222626 = -2029182.365997
  nChanged 4
		SP:Iteration 44Q (59468.400000 sec): 3 clusters
  Score: Raw -2032361.747423 + Penalty 3179.222626 = -2029182.524797
  nChanged 2
		SP:Iteration 45Q (59468.670000 sec): 3 clusters
  Score: Raw -2032361.875795 + Penalty 3179.222626 = -2029182.653169
  nChanged 2
		SP:Iteration 46Q (59468.990000 sec): 3 clusters
  Score: Raw -2032361.984348 + Penalty 3179.222626 = -2029182.761722
  nChanged 0
		SP:Iteration 47F (59469.230000 sec): 3 clusters
  Score: Raw -2032361.984348 + Penalty 3179.222626 = -2029182.761722
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (16094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59469.400000 sec): 2 clusters
  Score: Raw -1677537.822138 + Penalty 1574.007794 = -1675963.814344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59469.660000 sec): 3 clusters
  Score: Raw -1668025.674219 + Penalty 3148.015588 = -1664877.658631
  nChanged 7133
		SP:Iteration 1F (59469.950000 sec): 3 clusters
  Score: Raw -1672119.678856 + Penalty 3148.015588 = -1668971.663267
  nChanged 990
		SP:Iteration 2F (59470.270000 sec): 3 clusters
  Score: Raw -1672600.058277 + Penalty 3148.015588 = -1669452.042688
  nChanged 932
		SP:Iteration 3F (59470.580000 sec): 3 clusters
  Score: Raw -1673050.207126 + Penalty 3148.015588 = -1669902.191538
  nChanged 841
		SP:Iteration 4F (59470.880000 sec): 3 clusters
  Score: Raw -1673528.315664 + Penalty 3148.015588 = -1670380.300076
  nChanged 880
		SP:Iteration 5F (59471.120000 sec): 3 clusters
  Score: Raw -1674075.631227 + Penalty 3148.015588 = -1670927.615639
  nChanged 891
		SP:Iteration 6F (59471.420000 sec): 3 clusters
  Score: Raw -1674717.422039 + Penalty 3148.015588 = -1671569.406450
  nChanged 940
		SP:Iteration 7F (59471.740000 sec): 3 clusters
  Score: Raw -1675458.869127 + Penalty 3148.015588 = -1672310.853538
  nChanged 878
		SP:Iteration 8F (59471.980000 sec): 3 clusters
  Score: Raw -1676138.440737 + Penalty 3148.015588 = -1672990.425148
  nChanged 793
		SP:Iteration 9Q (59472.300000 sec): 3 clusters
  Score: Raw -1676700.550652 + Penalty 3148.015588 = -1673552.535064
  nChanged 583
		SP:Iteration 10Q (59472.590000 sec): 3 clusters
  Score: Raw -1677044.009611 + Penalty 3148.015588 = -1673895.994022
  nChanged 427
		SP:Iteration 11Q (59472.840000 sec): 3 clusters
  Score: Raw -1677239.932672 + Penalty 3148.015588 = -1674091.917083
  nChanged 314
		SP:Iteration 12Q (59473.150000 sec): 3 clusters
  Score: Raw -1677353.371863 + Penalty 3148.015588 = -1674205.356274
  nChanged 226
		SP:Iteration 13Q (59473.420000 sec): 3 clusters
  Score: Raw -1677427.706064 + Penalty 3148.015588 = -1674279.690475
  nChanged 179
		SP:Iteration 14Q (59473.650000 sec): 3 clusters
  Score: Raw -1677474.906548 + Penalty 3148.015588 = -1674326.890959
  nChanged 145
		SP:Iteration 15Q (59473.970000 sec): 3 clusters
  Score: Raw -1677509.728912 + Penalty 3148.015588 = -1674361.713323
  nChanged 128
		SP:Iteration 16Q (59474.230000 sec): 3 clusters
  Score: Raw -1677541.996985 + Penalty 3148.015588 = -1674393.981397
  nChanged 117
		SP:Iteration 17Q (59474.530000 sec): 3 clusters
  Score: Raw -1677571.950233 + Penalty 3148.015588 = -1674423.934645
  nChanged 97
		SP:Iteration 18Q (59474.820000 sec): 3 clusters
  Score: Raw -1677594.817767 + Penalty 3148.015588 = -1674446.802178
  nChanged 92
		SP:Iteration 19Q (59475.200000 sec): 3 clusters
  Score: Raw -1677617.526776 + Penalty 3148.015588 = -1674469.511188
  nChanged 91
		SP:Iteration 20F (59475.460000 sec): 3 clusters
  Score: Raw -1677634.768564 + Penalty 3148.015588 = -1674486.752976
  nChanged 74
		SP:Iteration 21Q (59475.740000 sec): 3 clusters
  Score: Raw -1677647.719494 + Penalty 3148.015588 = -1674499.703906
  nChanged 61
		SP:Iteration 22Q (59476.040000 sec): 3 clusters
  Score: Raw -1677657.496974 + Penalty 3148.015588 = -1674509.481386
  nChanged 50
		SP:Iteration 23Q (59476.320000 sec): 3 clusters
  Score: Raw -1677664.492693 + Penalty 3148.015588 = -1674516.477104
  nChanged 49
		SP:Iteration 24Q (59476.640000 sec): 3 clusters
  Score: Raw -1677672.270676 + Penalty 3148.015588 = -1674524.255088
  nChanged 50
		SP:Iteration 25Q (59476.980000 sec): 3 clusters
  Score: Raw -1677679.394359 + Penalty 3148.015588 = -1674531.378770
  nChanged 50
		SP:Iteration 26Q (59477.260000 sec): 3 clusters
  Score: Raw -1677686.595754 + Penalty 3148.015588 = -1674538.580166
  nChanged 41
		SP:Iteration 27Q (59477.540000 sec): 3 clusters
  Score: Raw -1677692.444386 + Penalty 3148.015588 = -1674544.428797
  nChanged 40
		SP:Iteration 28Q (59477.770000 sec): 3 clusters
  Score: Raw -1677698.085693 + Penalty 3148.015588 = -1674550.070104
  nChanged 44
		SP:Iteration 29Q (59478.040000 sec): 3 clusters
  Score: Raw -1677703.891495 + Penalty 3148.015588 = -1674555.875907
  nChanged 36
		SP:Iteration 30Q (59478.350000 sec): 3 clusters
  Score: Raw -1677707.468244 + Penalty 3148.015588 = -1674559.452656
  nChanged 22
		SP:Iteration 31Q (59478.570000 sec): 3 clusters
  Score: Raw -1677709.434234 + Penalty 3148.015588 = -1674561.418646
  nChanged 27
		SP:Iteration 32Q (59478.870000 sec): 3 clusters
  Score: Raw -1677712.633766 + Penalty 3148.015588 = -1674564.618177
  nChanged 30
		SP:Iteration 33Q (59479.120000 sec): 3 clusters
  Score: Raw -1677716.328330 + Penalty 3148.015588 = -1674568.312742
  nChanged 27
		SP:Iteration 34Q (59479.380000 sec): 3 clusters
  Score: Raw -1677721.437595 + Penalty 3148.015588 = -1674573.422006
  nChanged 44
		SP:Iteration 35Q (59479.650000 sec): 3 clusters
  Score: Raw -1677729.476342 + Penalty 3148.015588 = -1674581.460753
  nChanged 44
		SP:Iteration 36Q (59479.880000 sec): 3 clusters
  Score: Raw -1677736.805930 + Penalty 3148.015588 = -1674588.790342
  nChanged 45
		SP:Iteration 37Q (59480.190000 sec): 3 clusters
  Score: Raw -1677744.922171 + Penalty 3148.015588 = -1674596.906583
  nChanged 58
		SP:Iteration 38Q (59480.450000 sec): 3 clusters
  Score: Raw -1677755.187649 + Penalty 3148.015588 = -1674607.172060
  nChanged 70
		SP:Iteration 39Q (59480.700000 sec): 3 clusters
  Score: Raw -1677767.277638 + Penalty 3148.015588 = -1674619.262049
  nChanged 56
		SP:Iteration 40F (59480.970000 sec): 3 clusters
  Score: Raw -1677777.616303 + Penalty 3148.015588 = -1674629.600715
  nChanged 72
		SP:Iteration 41Q (59481.250000 sec): 3 clusters
  Score: Raw -1677792.712691 + Penalty 3148.015588 = -1674644.697102
  nChanged 68
		SP:Iteration 42Q (59481.520000 sec): 3 clusters
  Score: Raw -1677806.499003 + Penalty 3148.015588 = -1674658.483414
  nChanged 64
		SP:Iteration 43Q (59481.790000 sec): 3 clusters
  Score: Raw -1677819.140343 + Penalty 3148.015588 = -1674671.124755
  nChanged 65
		SP:Iteration 44Q (59482.060000 sec): 3 clusters
  Score: Raw -1677831.599096 + Penalty 3148.015588 = -1674683.583508
  nChanged 52
		SP:Iteration 45Q (59482.320000 sec): 3 clusters
  Score: Raw -1677839.521420 + Penalty 3148.015588 = -1674691.505832
  nChanged 40
		SP:Iteration 46Q (59482.580000 sec): 3 clusters
  Score: Raw -1677844.953483 + Penalty 3148.015588 = -1674696.937894
  nChanged 29
		SP:Iteration 47Q (59482.870000 sec): 3 clusters
  Score: Raw -1677849.988894 + Penalty 3148.015588 = -1674701.973305
  nChanged 33
		SP:Iteration 48Q (59483.160000 sec): 3 clusters
  Score: Raw -1677854.330101 + Penalty 3148.015588 = -1674706.314512
  nChanged 23
		SP:Iteration 49Q (59483.450000 sec): 3 clusters
  Score: Raw -1677857.417560 + Penalty 3148.015588 = -1674709.401971
  nChanged 28
		SP:Iteration 50Q (59483.820000 sec): 3 clusters
  Score: Raw -1677862.635920 + Penalty 3148.015588 = -1674714.620332
  nChanged 33
		SP:Iteration 51Q (59484.100000 sec): 3 clusters
  Score: Raw -1677867.723556 + Penalty 3148.015588 = -1674719.707968
  nChanged 37
		SP:Iteration 52Q (59484.370000 sec): 3 clusters
  Score: Raw -1677872.197610 + Penalty 3148.015588 = -1674724.182021
  nChanged 25
		SP:Iteration 53Q (59484.610000 sec): 3 clusters
  Score: Raw -1677874.629260 + Penalty 3148.015588 = -1674726.613672
  nChanged 21
		SP:Iteration 54Q (59484.910000 sec): 3 clusters
  Score: Raw -1677876.375634 + Penalty 3148.015588 = -1674728.360045
  nChanged 12
		SP:Iteration 55Q (59485.160000 sec): 3 clusters
  Score: Raw -1677877.385586 + Penalty 3148.015588 = -1674729.369998
  nChanged 10
		SP:Iteration 56Q (59485.440000 sec): 3 clusters
  Score: Raw -1677878.536027 + Penalty 3148.015588 = -1674730.520439
  nChanged 12
		SP:Iteration 57Q (59485.700000 sec): 3 clusters
  Score: Raw -1677879.856095 + Penalty 3148.015588 = -1674731.840507
  nChanged 8
		SP:Iteration 58Q (59485.930000 sec): 3 clusters
  Score: Raw -1677880.509963 + Penalty 3148.015588 = -1674732.494374
  nChanged 5
		SP:Iteration 59Q (59486.140000 sec): 3 clusters
  Score: Raw -1677880.937885 + Penalty 3148.015588 = -1674732.922296
  nChanged 7
		SP:Iteration 60F (59486.450000 sec): 3 clusters
  Score: Raw -1677881.334372 + Penalty 3148.015588 = -1674733.318784
  nChanged 4
		SP:Iteration 61Q (59486.700000 sec): 3 clusters
  Score: Raw -1677881.654159 + Penalty 3148.015588 = -1674733.638570
  nChanged 2
		SP:Iteration 62Q (59486.940000 sec): 3 clusters
  Score: Raw -1677881.813900 + Penalty 3148.015588 = -1674733.798312
  nChanged 3
		SP:Iteration 63Q (59487.140000 sec): 3 clusters
  Score: Raw -1677882.016469 + Penalty 3148.015588 = -1674734.000881
  nChanged 3
		SP:Iteration 64Q (59487.400000 sec): 3 clusters
  Score: Raw -1677882.230693 + Penalty 3148.015588 = -1674734.215105
  nChanged 1
		SP:Iteration 65Q (59487.660000 sec): 3 clusters
  Score: Raw -1677882.316530 + Penalty 3148.015588 = -1674734.300941
  nChanged 2
		SP:Iteration 66Q (59487.950000 sec): 3 clusters
  Score: Raw -1677882.449562 + Penalty 3148.015588 = -1674734.433973
  nChanged 3
		SP:Iteration 67Q (59488.210000 sec): 3 clusters
  Score: Raw -1677882.653168 + Penalty 3148.015588 = -1674734.637579
  nChanged 2
		SP:Iteration 68Q (59488.490000 sec): 3 clusters
  Score: Raw -1677882.777220 + Penalty 3148.015588 = -1674734.761632
  nChanged 2
		SP:Iteration 69Q (59488.750000 sec): 3 clusters
  Score: Raw -1677882.918773 + Penalty 3148.015588 = -1674734.903185
  nChanged 2
		SP:Iteration 70Q (59489.030000 sec): 3 clusters
  Score: Raw -1677883.126677 + Penalty 3148.015588 = -1674735.111088
  nChanged 1
		SP:Iteration 71Q (59489.300000 sec): 3 clusters
  Score: Raw -1677883.188255 + Penalty 3148.015588 = -1674735.172666
  nChanged 2
		SP:Iteration 72Q (59489.630000 sec): 3 clusters
  Score: Raw -1677883.364708 + Penalty 3148.015588 = -1674735.349119
  nChanged 1
		SP:Iteration 73Q (59489.930000 sec): 3 clusters
  Score: Raw -1677883.423571 + Penalty 3148.015588 = -1674735.407983
  nChanged 1
		SP:Iteration 74Q (59490.210000 sec): 3 clusters
  Score: Raw -1677883.455254 + Penalty 3148.015588 = -1674735.439666
  nChanged 0
		SP:Iteration 75F (59490.590000 sec): 3 clusters
  Score: Raw -1677883.455254 + Penalty 3148.015588 = -1674735.439666
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (16343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59490.780000 sec): 2 clusters
  Score: Raw -1829085.548195 + Penalty 1576.502679 = -1827509.045515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59491.100000 sec): 3 clusters
  Score: Raw -1819338.822120 + Penalty 3153.005359 = -1816185.816762
  nChanged 7309
		SP:Iteration 1F (59491.450000 sec): 3 clusters
  Score: Raw -1823326.181308 + Penalty 3153.005359 = -1820173.175949
  nChanged 900
		SP:Iteration 2F (59491.700000 sec): 3 clusters
  Score: Raw -1823680.936348 + Penalty 3153.005359 = -1820527.930989
  nChanged 804
		SP:Iteration 3Q (59491.990000 sec): 3 clusters
  Score: Raw -1823988.365342 + Penalty 3153.005359 = -1820835.359983
  nChanged 726
		SP:Iteration 4Q (59492.330000 sec): 3 clusters
  Score: Raw -1824263.441635 + Penalty 3153.005359 = -1821110.436277
  nChanged 722
		SP:Iteration 5Q (59492.660000 sec): 3 clusters
  Score: Raw -1824575.671092 + Penalty 3153.005359 = -1821422.665733
  nChanged 757
		SP:Iteration 6Q (59492.970000 sec): 3 clusters
  Score: Raw -1824918.960460 + Penalty 3153.005359 = -1821765.955101
  nChanged 788
		SP:Iteration 7Q (59493.290000 sec): 3 clusters
  Score: Raw -1825325.709956 + Penalty 3153.005359 = -1822172.704597
  nChanged 876
		SP:Iteration 8F (59493.560000 sec): 3 clusters
  Score: Raw -1825793.300593 + Penalty 3153.005359 = -1822640.295235
  nChanged 850
		SP:Iteration 9F (59493.840000 sec): 3 clusters
  Score: Raw -1826320.700734 + Penalty 3153.005359 = -1823167.695375
  nChanged 871
		SP:Iteration 10F (59494.080000 sec): 3 clusters
  Score: Raw -1826904.334342 + Penalty 3153.005359 = -1823751.328983
  nChanged 840
		SP:Iteration 11F (59494.350000 sec): 3 clusters
  Score: Raw -1827524.294801 + Penalty 3153.005359 = -1824371.289442
  nChanged 708
		SP:Iteration 12Q (59494.620000 sec): 3 clusters
  Score: Raw -1828071.471235 + Penalty 3153.005359 = -1824918.465877
  nChanged 508
		SP:Iteration 13Q (59494.890000 sec): 3 clusters
  Score: Raw -1828469.840629 + Penalty 3153.005359 = -1825316.835271
  nChanged 382
		SP:Iteration 14Q (59495.220000 sec): 3 clusters
  Score: Raw -1828779.824567 + Penalty 3153.005359 = -1825626.819208
  nChanged 247
		SP:Iteration 15Q (59495.510000 sec): 3 clusters
  Score: Raw -1828971.883909 + Penalty 3153.005359 = -1825818.878550
  nChanged 167
		SP:Iteration 16Q (59495.750000 sec): 3 clusters
  Score: Raw -1829101.718901 + Penalty 3153.005359 = -1825948.713542
  nChanged 91
		SP:Iteration 17Q (59496.050000 sec): 3 clusters
  Score: Raw -1829181.265611 + Penalty 3153.005359 = -1826028.260253
  nChanged 60
		SP:Iteration 18Q (59496.340000 sec): 3 clusters
  Score: Raw -1829232.516644 + Penalty 3153.005359 = -1826079.511285
  nChanged 47
		SP:Iteration 19Q (59496.580000 sec): 3 clusters
  Score: Raw -1829265.516663 + Penalty 3153.005359 = -1826112.511304
  nChanged 31
		SP:Iteration 20F (59496.880000 sec): 3 clusters
  Score: Raw -1829287.545071 + Penalty 3153.005359 = -1826134.539712
  nChanged 21
		SP:Iteration 21Q (59497.130000 sec): 3 clusters
  Score: Raw -1829299.566021 + Penalty 3153.005359 = -1826146.560662
  nChanged 13
		SP:Iteration 22Q (59497.390000 sec): 3 clusters
  Score: Raw -1829307.969312 + Penalty 3153.005359 = -1826154.963953
  nChanged 13
		SP:Iteration 23Q (59497.650000 sec): 3 clusters
  Score: Raw -1829316.215434 + Penalty 3153.005359 = -1826163.210075
  nChanged 6
		SP:Iteration 24Q (59497.950000 sec): 3 clusters
  Score: Raw -1829319.098032 + Penalty 3153.005359 = -1826166.092673
  nChanged 5
		SP:Iteration 25Q (59498.220000 sec): 3 clusters
  Score: Raw -1829321.486269 + Penalty 3153.005359 = -1826168.480911
  nChanged 5
		SP:Iteration 26Q (59498.440000 sec): 3 clusters
  Score: Raw -1829326.187287 + Penalty 3153.005359 = -1826173.181928
  nChanged 8
		SP:Iteration 27Q (59498.760000 sec): 3 clusters
  Score: Raw -1829332.869431 + Penalty 3153.005359 = -1826179.864072
  nChanged 6
		SP:Iteration 28Q (59499.010000 sec): 3 clusters
  Score: Raw -1829338.125347 + Penalty 3153.005359 = -1826185.119988
  nChanged 10
		SP:Iteration 29Q (59499.270000 sec): 3 clusters
  Score: Raw -1829344.789931 + Penalty 3153.005359 = -1826191.784572
  nChanged 3
		SP:Iteration 30Q (59499.580000 sec): 3 clusters
  Score: Raw -1829346.715782 + Penalty 3153.005359 = -1826193.710423
  nChanged 0
		SP:Iteration 31F (59499.850000 sec): 3 clusters
  Score: Raw -1829346.715782 + Penalty 3153.005359 = -1826193.710423
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59500.100000 sec): 2 clusters
  Score: Raw -4059398.386959 + Penalty 1692.387629 = -4057705.999329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59500.450000 sec): 3 clusters
  Score: Raw -4038713.705997 + Penalty 3384.775259 = -4035328.930738
  nChanged 15359
		SP:Iteration 1F (59500.800000 sec): 3 clusters
  Score: Raw -4047618.239981 + Penalty 3384.775259 = -4044233.464723
  nChanged 1780
		SP:Iteration 2F (59501.170000 sec): 3 clusters
  Score: Raw -4048567.265563 + Penalty 3384.775259 = -4045182.490304
  nChanged 2016
		SP:Iteration 3F (59501.490000 sec): 3 clusters
  Score: Raw -4049877.754826 + Penalty 3384.775259 = -4046492.979567
  nChanged 2260
		SP:Iteration 4F (59501.830000 sec): 3 clusters
  Score: Raw -4051518.508199 + Penalty 3384.775259 = -4048133.732940
  nChanged 2411
		SP:Iteration 5F (59502.180000 sec): 3 clusters
  Score: Raw -4053535.000255 + Penalty 3384.775259 = -4050150.224997
  nChanged 2415
		SP:Iteration 6F (59502.540000 sec): 3 clusters
  Score: Raw -4055668.023642 + Penalty 3384.775259 = -4052283.248383
  nChanged 2052
		SP:Iteration 7F (59502.940000 sec): 3 clusters
  Score: Raw -4057302.783875 + Penalty 3384.775259 = -4053918.008616
  nChanged 1469
		SP:Iteration 8Q (59503.350000 sec): 3 clusters
  Score: Raw -4058101.091484 + Penalty 3384.775259 = -4054716.316225
  nChanged 882
		SP:Iteration 9Q (59503.730000 sec): 3 clusters
  Score: Raw -4058460.500512 + Penalty 3384.775259 = -4055075.725253
  nChanged 604
		SP:Iteration 10Q (59504.150000 sec): 3 clusters
  Score: Raw -4058692.075728 + Penalty 3384.775259 = -4055307.300470
  nChanged 532
		SP:Iteration 11Q (59504.490000 sec): 3 clusters
  Score: Raw -4058903.551927 + Penalty 3384.775259 = -4055518.776668
  nChanged 454
		SP:Iteration 12Q (59504.870000 sec): 3 clusters
  Score: Raw -4059073.984912 + Penalty 3384.775259 = -4055689.209653
  nChanged 426
		SP:Iteration 13Q (59505.200000 sec): 3 clusters
  Score: Raw -4059216.372972 + Penalty 3384.775259 = -4055831.597713
  nChanged 362
		SP:Iteration 14Q (59505.550000 sec): 3 clusters
  Score: Raw -4059315.524421 + Penalty 3384.775259 = -4055930.749162
  nChanged 293
		SP:Iteration 15Q (59505.930000 sec): 3 clusters
  Score: Raw -4059388.179867 + Penalty 3384.775259 = -4056003.404608
  nChanged 256
		SP:Iteration 16Q (59506.280000 sec): 3 clusters
  Score: Raw -4059445.615861 + Penalty 3384.775259 = -4056060.840603
  nChanged 226
		SP:Iteration 17Q (59506.580000 sec): 3 clusters
  Score: Raw -4059486.326063 + Penalty 3384.775259 = -4056101.550805
  nChanged 199
		SP:Iteration 18Q (59506.920000 sec): 3 clusters
  Score: Raw -4059517.031650 + Penalty 3384.775259 = -4056132.256391
  nChanged 170
		SP:Iteration 19Q (59507.240000 sec): 3 clusters
  Score: Raw -4059540.906290 + Penalty 3384.775259 = -4056156.131031
  nChanged 156
		SP:Iteration 20F (59507.610000 sec): 3 clusters
  Score: Raw -4059562.286857 + Penalty 3384.775259 = -4056177.511599
  nChanged 135
		SP:Iteration 21Q (59507.950000 sec): 3 clusters
  Score: Raw -4059579.446478 + Penalty 3384.775259 = -4056194.671219
  nChanged 125
		SP:Iteration 22Q (59508.260000 sec): 3 clusters
  Score: Raw -4059594.423760 + Penalty 3384.775259 = -4056209.648501
  nChanged 123
		SP:Iteration 23Q (59508.590000 sec): 3 clusters
  Score: Raw -4059608.494391 + Penalty 3384.775259 = -4056223.719132
  nChanged 100
		SP:Iteration 24Q (59508.900000 sec): 3 clusters
  Score: Raw -4059618.390819 + Penalty 3384.775259 = -4056233.615560
  nChanged 79
		SP:Iteration 25Q (59509.170000 sec): 3 clusters
  Score: Raw -4059626.088126 + Penalty 3384.775259 = -4056241.312867
  nChanged 75
		SP:Iteration 26Q (59509.520000 sec): 3 clusters
  Score: Raw -4059632.598943 + Penalty 3384.775259 = -4056247.823684
  nChanged 54
		SP:Iteration 27Q (59509.930000 sec): 3 clusters
  Score: Raw -4059636.636601 + Penalty 3384.775259 = -4056251.861342
  nChanged 53
		SP:Iteration 28Q (59510.290000 sec): 3 clusters
  Score: Raw -4059640.370267 + Penalty 3384.775259 = -4056255.595008
  nChanged 41
		SP:Iteration 29Q (59510.690000 sec): 3 clusters
  Score: Raw -4059643.519916 + Penalty 3384.775259 = -4056258.744657
  nChanged 40
		SP:Iteration 30Q (59511.040000 sec): 3 clusters
  Score: Raw -4059646.306861 + Penalty 3384.775259 = -4056261.531602
  nChanged 35
		SP:Iteration 31Q (59511.340000 sec): 3 clusters
  Score: Raw -4059648.200248 + Penalty 3384.775259 = -4056263.424989
  nChanged 33
		SP:Iteration 32Q (59511.710000 sec): 3 clusters
  Score: Raw -4059650.158992 + Penalty 3384.775259 = -4056265.383733
  nChanged 36
		SP:Iteration 33Q (59512.020000 sec): 3 clusters
  Score: Raw -4059652.300784 + Penalty 3384.775259 = -4056267.525525
  nChanged 35
		SP:Iteration 34Q (59512.400000 sec): 3 clusters
  Score: Raw -4059654.374159 + Penalty 3384.775259 = -4056269.598900
  nChanged 30
		SP:Iteration 35Q (59512.760000 sec): 3 clusters
  Score: Raw -4059656.036630 + Penalty 3384.775259 = -4056271.261371
  nChanged 26
		SP:Iteration 36Q (59513.080000 sec): 3 clusters
  Score: Raw -4059657.483492 + Penalty 3384.775259 = -4056272.708233
  nChanged 31
		SP:Iteration 37Q (59513.420000 sec): 3 clusters
  Score: Raw -4059659.183910 + Penalty 3384.775259 = -4056274.408651
  nChanged 34
		SP:Iteration 38Q (59513.740000 sec): 3 clusters
  Score: Raw -4059661.461541 + Penalty 3384.775259 = -4056276.686283
  nChanged 38
		SP:Iteration 39Q (59514.110000 sec): 3 clusters
  Score: Raw -4059664.322645 + Penalty 3384.775259 = -4056279.547386
  nChanged 32
		SP:Iteration 40F (59514.390000 sec): 3 clusters
  Score: Raw -4059666.020928 + Penalty 3384.775259 = -4056281.245669
  nChanged 22
		SP:Iteration 41Q (59514.710000 sec): 3 clusters
  Score: Raw -4059667.038303 + Penalty 3384.775259 = -4056282.263044
  nChanged 20
		SP:Iteration 42Q (59515.070000 sec): 3 clusters
  Score: Raw -4059668.047279 + Penalty 3384.775259 = -4056283.272020
  nChanged 27
		SP:Iteration 43Q (59515.440000 sec): 3 clusters
  Score: Raw -4059669.352023 + Penalty 3384.775259 = -4056284.576764
  nChanged 20
		SP:Iteration 44Q (59515.820000 sec): 3 clusters
  Score: Raw -4059670.574841 + Penalty 3384.775259 = -4056285.799582
  nChanged 29
		SP:Iteration 45Q (59516.210000 sec): 3 clusters
  Score: Raw -4059672.353891 + Penalty 3384.775259 = -4056287.578632
  nChanged 25
		SP:Iteration 46Q (59516.650000 sec): 3 clusters
  Score: Raw -4059673.621475 + Penalty 3384.775259 = -4056288.846216
  nChanged 31
		SP:Iteration 47Q (59517.010000 sec): 3 clusters
  Score: Raw -4059675.756787 + Penalty 3384.775259 = -4056290.981528
  nChanged 35
		SP:Iteration 48Q (59517.390000 sec): 3 clusters
  Score: Raw -4059678.082732 + Penalty 3384.775259 = -4056293.307473
  nChanged 34
		SP:Iteration 49Q (59517.730000 sec): 3 clusters
  Score: Raw -4059680.293109 + Penalty 3384.775259 = -4056295.517850
  nChanged 32
		SP:Iteration 50Q (59518.090000 sec): 3 clusters
  Score: Raw -4059681.941673 + Penalty 3384.775259 = -4056297.166414
  nChanged 26
		SP:Iteration 51Q (59518.450000 sec): 3 clusters
  Score: Raw -4059683.212903 + Penalty 3384.775259 = -4056298.437644
  nChanged 30
		SP:Iteration 52Q (59518.800000 sec): 3 clusters
  Score: Raw -4059684.900795 + Penalty 3384.775259 = -4056300.125537
  nChanged 28
		SP:Iteration 53Q (59519.150000 sec): 3 clusters
  Score: Raw -4059686.282035 + Penalty 3384.775259 = -4056301.506776
  nChanged 24
		SP:Iteration 54Q (59519.520000 sec): 3 clusters
  Score: Raw -4059687.543527 + Penalty 3384.775259 = -4056302.768268
  nChanged 23
		SP:Iteration 55Q (59519.890000 sec): 3 clusters
  Score: Raw -4059688.740669 + Penalty 3384.775259 = -4056303.965410
  nChanged 20
		SP:Iteration 56Q (59520.270000 sec): 3 clusters
  Score: Raw -4059689.823752 + Penalty 3384.775259 = -4056305.048493
  nChanged 21
		SP:Iteration 57Q (59520.650000 sec): 3 clusters
  Score: Raw -4059690.842522 + Penalty 3384.775259 = -4056306.067263
  nChanged 12
		SP:Iteration 58Q (59520.990000 sec): 3 clusters
  Score: Raw -4059691.478228 + Penalty 3384.775259 = -4056306.702969
  nChanged 17
		SP:Iteration 59Q (59521.370000 sec): 3 clusters
  Score: Raw -4059692.199899 + Penalty 3384.775259 = -4056307.424640
  nChanged 16
		SP:Iteration 60F (59521.710000 sec): 3 clusters
  Score: Raw -4059693.348294 + Penalty 3384.775259 = -4056308.573035
  nChanged 14
		SP:Iteration 61Q (59522.100000 sec): 3 clusters
  Score: Raw -4059694.262879 + Penalty 3384.775259 = -4056309.487620
  nChanged 13
		SP:Iteration 62Q (59522.410000 sec): 3 clusters
  Score: Raw -4059695.001814 + Penalty 3384.775259 = -4056310.226555
  nChanged 18
		SP:Iteration 63Q (59522.790000 sec): 3 clusters
  Score: Raw -4059696.188093 + Penalty 3384.775259 = -4056311.412834
  nChanged 15
		SP:Iteration 64Q (59523.150000 sec): 3 clusters
  Score: Raw -4059697.202010 + Penalty 3384.775259 = -4056312.426751
  nChanged 22
		SP:Iteration 65Q (59523.510000 sec): 3 clusters
  Score: Raw -4059698.308088 + Penalty 3384.775259 = -4056313.532829
  nChanged 21
		SP:Iteration 66Q (59523.830000 sec): 3 clusters
  Score: Raw -4059699.724299 + Penalty 3384.775259 = -4056314.949040
  nChanged 27
		SP:Iteration 67Q (59524.200000 sec): 3 clusters
  Score: Raw -4059701.553339 + Penalty 3384.775259 = -4056316.778080
  nChanged 30
		SP:Iteration 68Q (59524.520000 sec): 3 clusters
  Score: Raw -4059703.126533 + Penalty 3384.775259 = -4056318.351274
  nChanged 24
		SP:Iteration 69Q (59524.900000 sec): 3 clusters
  Score: Raw -4059704.373266 + Penalty 3384.775259 = -4056319.598007
  nChanged 19
		SP:Iteration 70Q (59525.240000 sec): 3 clusters
  Score: Raw -4059705.380455 + Penalty 3384.775259 = -4056320.605196
  nChanged 21
		SP:Iteration 71Q (59525.620000 sec): 3 clusters
  Score: Raw -4059706.718434 + Penalty 3384.775259 = -4056321.943175
  nChanged 26
		SP:Iteration 72Q (59526.020000 sec): 3 clusters
  Score: Raw -4059708.296468 + Penalty 3384.775259 = -4056323.521209
  nChanged 23
		SP:Iteration 73Q (59526.400000 sec): 3 clusters
  Score: Raw -4059709.338310 + Penalty 3384.775259 = -4056324.563051
  nChanged 15
		SP:Iteration 74Q (59526.720000 sec): 3 clusters
  Score: Raw -4059709.955251 + Penalty 3384.775259 = -4056325.179992
  nChanged 11
		SP:Iteration 75Q (59527.010000 sec): 3 clusters
  Score: Raw -4059710.382054 + Penalty 3384.775259 = -4056325.606795
  nChanged 11
		SP:Iteration 76Q (59527.350000 sec): 3 clusters
  Score: Raw -4059710.974096 + Penalty 3384.775259 = -4056326.198837
  nChanged 19
		SP:Iteration 77Q (59527.700000 sec): 3 clusters
  Score: Raw -4059711.865295 + Penalty 3384.775259 = -4056327.090036
  nChanged 11
		SP:Iteration 78Q (59528.060000 sec): 3 clusters
  Score: Raw -4059712.373872 + Penalty 3384.775259 = -4056327.598613
  nChanged 10
		SP:Iteration 79Q (59528.430000 sec): 3 clusters
  Score: Raw -4059712.784714 + Penalty 3384.775259 = -4056328.009456
  nChanged 4
		SP:Iteration 80F (59528.840000 sec): 3 clusters
  Score: Raw -4059712.963078 + Penalty 3384.775259 = -4056328.187820
  nChanged 9
		SP:Iteration 81Q (59529.200000 sec): 3 clusters
  Score: Raw -4059713.449006 + Penalty 3384.775259 = -4056328.673747
  nChanged 11
		SP:Iteration 82Q (59529.600000 sec): 3 clusters
  Score: Raw -4059714.130715 + Penalty 3384.775259 = -4056329.355456
  nChanged 15
		SP:Iteration 83Q (59529.890000 sec): 3 clusters
  Score: Raw -4059715.007487 + Penalty 3384.775259 = -4056330.232228
  nChanged 11
		SP:Iteration 84Q (59530.210000 sec): 3 clusters
  Score: Raw -4059715.463589 + Penalty 3384.775259 = -4056330.688330
  nChanged 5
		SP:Iteration 85Q (59530.540000 sec): 3 clusters
  Score: Raw -4059715.668088 + Penalty 3384.775259 = -4056330.892830
  nChanged 2
		SP:Iteration 86Q (59530.860000 sec): 3 clusters
  Score: Raw -4059715.743231 + Penalty 3384.775259 = -4056330.967972
  nChanged 4
		SP:Iteration 87Q (59531.200000 sec): 3 clusters
  Score: Raw -4059715.865255 + Penalty 3384.775259 = -4056331.089996
  nChanged 4
		SP:Iteration 88Q (59531.500000 sec): 3 clusters
  Score: Raw -4059716.048629 + Penalty 3384.775259 = -4056331.273370
  nChanged 6
		SP:Iteration 89Q (59531.840000 sec): 3 clusters
  Score: Raw -4059716.316322 + Penalty 3384.775259 = -4056331.541063
  nChanged 11
		SP:Iteration 90Q (59532.200000 sec): 3 clusters
  Score: Raw -4059716.797201 + Penalty 3384.775259 = -4056332.021942
  nChanged 10
		SP:Iteration 91Q (59532.540000 sec): 3 clusters
  Score: Raw -4059717.179367 + Penalty 3384.775259 = -4056332.404108
  nChanged 11
		SP:Iteration 92Q (59532.830000 sec): 3 clusters
  Score: Raw -4059717.619451 + Penalty 3384.775259 = -4056332.844192
  nChanged 4
		SP:Iteration 93Q (59533.160000 sec): 3 clusters
  Score: Raw -4059717.733765 + Penalty 3384.775259 = -4056332.958506
  nChanged 2
		SP:Iteration 94Q (59533.500000 sec): 3 clusters
  Score: Raw -4059717.764579 + Penalty 3384.775259 = -4056332.989320
  nChanged 0
		SP:Iteration 95F (59533.860000 sec): 3 clusters
  Score: Raw -4059717.764579 + Penalty 3384.775259 = -4056332.989320
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (17026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59534.050000 sec): 2 clusters
  Score: Raw -1853453.452265 + Penalty 1583.155741 = -1851870.296525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59534.330000 sec): 3 clusters
  Score: Raw -1843382.630713 + Penalty 3166.311482 = -1840216.319231
  nChanged 7527
		SP:Iteration 1F (59534.590000 sec): 3 clusters
  Score: Raw -1847635.316333 + Penalty 3166.311482 = -1844469.004851
  nChanged 1043
		SP:Iteration 2F (59534.920000 sec): 3 clusters
  Score: Raw -1848155.603052 + Penalty 3166.311482 = -1844989.291571
  nChanged 1009
		SP:Iteration 3F (59535.150000 sec): 3 clusters
  Score: Raw -1848697.323226 + Penalty 3166.311482 = -1845531.011744
  nChanged 967
		SP:Iteration 4F (59535.420000 sec): 3 clusters
  Score: Raw -1849244.386598 + Penalty 3166.311482 = -1846078.075116
  nChanged 922
		SP:Iteration 5F (59535.680000 sec): 3 clusters
  Score: Raw -1849733.170991 + Penalty 3166.311482 = -1846566.859509
  nChanged 873
		SP:Iteration 6F (59536.000000 sec): 3 clusters
  Score: Raw -1850181.235716 + Penalty 3166.311482 = -1847014.924235
  nChanged 789
		SP:Iteration 7Q (59536.270000 sec): 3 clusters
  Score: Raw -1850572.882998 + Penalty 3166.311482 = -1847406.571517
  nChanged 661
		SP:Iteration 8Q (59536.540000 sec): 3 clusters
  Score: Raw -1850889.058669 + Penalty 3166.311482 = -1847722.747188
  nChanged 624
		SP:Iteration 9Q (59536.840000 sec): 3 clusters
  Score: Raw -1851174.938226 + Penalty 3166.311482 = -1848008.626744
  nChanged 538
		SP:Iteration 10Q (59537.130000 sec): 3 clusters
  Score: Raw -1851395.100014 + Penalty 3166.311482 = -1848228.788532
  nChanged 423
		SP:Iteration 11Q (59537.450000 sec): 3 clusters
  Score: Raw -1851532.386504 + Penalty 3166.311482 = -1848366.075023
  nChanged 341
		SP:Iteration 12Q (59537.760000 sec): 3 clusters
  Score: Raw -1851641.107468 + Penalty 3166.311482 = -1848474.795986
  nChanged 304
		SP:Iteration 13Q (59538.070000 sec): 3 clusters
  Score: Raw -1851724.993055 + Penalty 3166.311482 = -1848558.681573
  nChanged 243
		SP:Iteration 14Q (59538.340000 sec): 3 clusters
  Score: Raw -1851778.632407 + Penalty 3166.311482 = -1848612.320925
  nChanged 197
		SP:Iteration 15Q (59538.560000 sec): 3 clusters
  Score: Raw -1851814.560001 + Penalty 3166.311482 = -1848648.248519
  nChanged 143
		SP:Iteration 16Q (59538.830000 sec): 3 clusters
  Score: Raw -1851840.266353 + Penalty 3166.311482 = -1848673.954871
  nChanged 123
		SP:Iteration 17Q (59539.160000 sec): 3 clusters
  Score: Raw -1851865.389005 + Penalty 3166.311482 = -1848699.077524
  nChanged 149
		SP:Iteration 18Q (59539.490000 sec): 3 clusters
  Score: Raw -1851900.463663 + Penalty 3166.311482 = -1848734.152182
  nChanged 165
		SP:Iteration 19Q (59539.750000 sec): 3 clusters
  Score: Raw -1851941.393574 + Penalty 3166.311482 = -1848775.082093
  nChanged 164
		SP:Iteration 20F (59539.970000 sec): 3 clusters
  Score: Raw -1851984.223930 + Penalty 3166.311482 = -1848817.912448
  nChanged 176
		SP:Iteration 21Q (59540.270000 sec): 3 clusters
  Score: Raw -1852030.627769 + Penalty 3166.311482 = -1848864.316288
  nChanged 202
		SP:Iteration 22Q (59540.570000 sec): 3 clusters
  Score: Raw -1852084.072947 + Penalty 3166.311482 = -1848917.761466
  nChanged 219
		SP:Iteration 23Q (59540.860000 sec): 3 clusters
  Score: Raw -1852142.977818 + Penalty 3166.311482 = -1848976.666336
  nChanged 214
		SP:Iteration 24Q (59541.140000 sec): 3 clusters
  Score: Raw -1852197.454867 + Penalty 3166.311482 = -1849031.143386
  nChanged 174
		SP:Iteration 25Q (59541.460000 sec): 3 clusters
  Score: Raw -1852238.780305 + Penalty 3166.311482 = -1849072.468823
  nChanged 170
		SP:Iteration 26Q (59541.740000 sec): 3 clusters
  Score: Raw -1852280.204303 + Penalty 3166.311482 = -1849113.892821
  nChanged 165
		SP:Iteration 27Q (59542.040000 sec): 3 clusters
  Score: Raw -1852322.435791 + Penalty 3166.311482 = -1849156.124309
  nChanged 175
		SP:Iteration 28Q (59542.370000 sec): 3 clusters
  Score: Raw -1852366.643908 + Penalty 3166.311482 = -1849200.332427
  nChanged 151
		SP:Iteration 29Q (59542.650000 sec): 3 clusters
  Score: Raw -1852396.718030 + Penalty 3166.311482 = -1849230.406548
  nChanged 139
		SP:Iteration 30Q (59542.910000 sec): 3 clusters
  Score: Raw -1852426.651513 + Penalty 3166.311482 = -1849260.340031
  nChanged 143
		SP:Iteration 31Q (59543.200000 sec): 3 clusters
  Score: Raw -1852457.609491 + Penalty 3166.311482 = -1849291.298009
  nChanged 141
		SP:Iteration 32Q (59543.490000 sec): 3 clusters
  Score: Raw -1852490.519137 + Penalty 3166.311482 = -1849324.207655
  nChanged 135
		SP:Iteration 33Q (59543.730000 sec): 3 clusters
  Score: Raw -1852520.966349 + Penalty 3166.311482 = -1849354.654867
  nChanged 161
		SP:Iteration 34Q (59543.980000 sec): 3 clusters
  Score: Raw -1852562.240978 + Penalty 3166.311482 = -1849395.929496
  nChanged 175
		SP:Iteration 35Q (59544.280000 sec): 3 clusters
  Score: Raw -1852611.924098 + Penalty 3166.311482 = -1849445.612617
  nChanged 173
		SP:Iteration 36Q (59544.560000 sec): 3 clusters
  Score: Raw -1852662.923012 + Penalty 3166.311482 = -1849496.611531
  nChanged 186
		SP:Iteration 37Q (59544.780000 sec): 3 clusters
  Score: Raw -1852720.404006 + Penalty 3166.311482 = -1849554.092525
  nChanged 162
		SP:Iteration 38Q (59545.060000 sec): 3 clusters
  Score: Raw -1852774.405113 + Penalty 3166.311482 = -1849608.093632
  nChanged 169
		SP:Iteration 39Q (59545.310000 sec): 3 clusters
  Score: Raw -1852829.612412 + Penalty 3166.311482 = -1849663.300930
  nChanged 171
		SP:Iteration 40F (59545.570000 sec): 3 clusters
  Score: Raw -1852887.556803 + Penalty 3166.311482 = -1849721.245322
  nChanged 178
		SP:Iteration 41Q (59545.850000 sec): 3 clusters
  Score: Raw -1852954.770890 + Penalty 3166.311482 = -1849788.459408
  nChanged 174
		SP:Iteration 42Q (59546.130000 sec): 3 clusters
  Score: Raw -1853018.888282 + Penalty 3166.311482 = -1849852.576800
  nChanged 166
		SP:Iteration 43Q (59546.410000 sec): 3 clusters
  Score: Raw -1853076.889275 + Penalty 3166.311482 = -1849910.577793
  nChanged 177
		SP:Iteration 44Q (59546.630000 sec): 3 clusters
  Score: Raw -1853140.622321 + Penalty 3166.311482 = -1849974.310839
  nChanged 164
		SP:Iteration 45Q (59546.890000 sec): 3 clusters
  Score: Raw -1853203.429957 + Penalty 3166.311482 = -1850037.118476
  nChanged 154
		SP:Iteration 46Q (59547.160000 sec): 3 clusters
  Score: Raw -1853256.250745 + Penalty 3166.311482 = -1850089.939263
  nChanged 149
		SP:Iteration 47Q (59547.490000 sec): 3 clusters
  Score: Raw -1853314.542902 + Penalty 3166.311482 = -1850148.231421
  nChanged 154
		SP:Iteration 48Q (59547.710000 sec): 3 clusters
  Score: Raw -1853384.107258 + Penalty 3166.311482 = -1850217.795777
  nChanged 159
		SP:Iteration 49Q (59548.030000 sec): 3 clusters
  Score: Raw -1853451.940630 + Penalty 3166.311482 = -1850285.629148
  nChanged 149
		SP:Iteration 50Q (59548.260000 sec): 3 clusters
  Score: Raw -1853518.195089 + Penalty 3166.311482 = -1850351.883608
  nChanged 142
		SP:Iteration 51Q (59548.530000 sec): 3 clusters
  Score: Raw -1853572.256443 + Penalty 3166.311482 = -1850405.944961
  nChanged 118
		SP:Iteration 52Q (59548.840000 sec): 3 clusters
  Score: Raw -1853614.713072 + Penalty 3166.311482 = -1850448.401591
  nChanged 98
		SP:Iteration 53Q (59549.110000 sec): 3 clusters
  Score: Raw -1853648.797378 + Penalty 3166.311482 = -1850482.485897
  nChanged 87
		SP:Iteration 54Q (59549.380000 sec): 3 clusters
  Score: Raw -1853680.441859 + Penalty 3166.311482 = -1850514.130377
  nChanged 75
		SP:Iteration 55Q (59549.740000 sec): 3 clusters
  Score: Raw -1853712.060902 + Penalty 3166.311482 = -1850545.749420
  nChanged 72
		SP:Iteration 56Q (59549.980000 sec): 3 clusters
  Score: Raw -1853738.081069 + Penalty 3166.311482 = -1850571.769588
  nChanged 65
		SP:Iteration 57Q (59550.310000 sec): 3 clusters
  Score: Raw -1853760.384908 + Penalty 3166.311482 = -1850594.073426
  nChanged 73
		SP:Iteration 58Q (59550.610000 sec): 3 clusters
  Score: Raw -1853788.609898 + Penalty 3166.311482 = -1850622.298416
  nChanged 75
		SP:Iteration 59Q (59550.890000 sec): 3 clusters
  Score: Raw -1853818.677986 + Penalty 3166.311482 = -1850652.366504
  nChanged 53
		SP:Iteration 60F (59551.180000 sec): 3 clusters
  Score: Raw -1853837.131739 + Penalty 3166.311482 = -1850670.820257
  nChanged 39
		SP:Iteration 61Q (59551.490000 sec): 3 clusters
  Score: Raw -1853851.348898 + Penalty 3166.311482 = -1850685.037416
  nChanged 44
		SP:Iteration 62Q (59551.810000 sec): 3 clusters
  Score: Raw -1853869.072024 + Penalty 3166.311482 = -1850702.760542
  nChanged 49
		SP:Iteration 63Q (59552.180000 sec): 3 clusters
  Score: Raw -1853884.351627 + Penalty 3166.311482 = -1850718.040145
  nChanged 32
		SP:Iteration 64Q (59552.520000 sec): 3 clusters
  Score: Raw -1853894.708897 + Penalty 3166.311482 = -1850728.397415
  nChanged 27
		SP:Iteration 65Q (59552.830000 sec): 3 clusters
  Score: Raw -1853904.143669 + Penalty 3166.311482 = -1850737.832187
  nChanged 20
		SP:Iteration 66Q (59553.150000 sec): 3 clusters
  Score: Raw -1853911.284534 + Penalty 3166.311482 = -1850744.973052
  nChanged 18
		SP:Iteration 67Q (59553.370000 sec): 3 clusters
  Score: Raw -1853917.140594 + Penalty 3166.311482 = -1850750.829112
  nChanged 22
		SP:Iteration 68Q (59553.720000 sec): 3 clusters
  Score: Raw -1853924.620246 + Penalty 3166.311482 = -1850758.308764
  nChanged 13
		SP:Iteration 69Q (59554.040000 sec): 3 clusters
  Score: Raw -1853929.025890 + Penalty 3166.311482 = -1850762.714408
  nChanged 10
		SP:Iteration 70Q (59554.360000 sec): 3 clusters
  Score: Raw -1853931.185456 + Penalty 3166.311482 = -1850764.873974
  nChanged 6
		SP:Iteration 71Q (59554.670000 sec): 3 clusters
  Score: Raw -1853932.077486 + Penalty 3166.311482 = -1850765.766005
  nChanged 2
		SP:Iteration 72Q (59554.970000 sec): 3 clusters
  Score: Raw -1853932.447767 + Penalty 3166.311482 = -1850766.136285
  nChanged 4
		SP:Iteration 73Q (59555.230000 sec): 3 clusters
  Score: Raw -1853933.568927 + Penalty 3166.311482 = -1850767.257445
  nChanged 9
		SP:Iteration 74Q (59555.570000 sec): 3 clusters
  Score: Raw -1853936.818538 + Penalty 3166.311482 = -1850770.507057
  nChanged 11
		SP:Iteration 75Q (59555.860000 sec): 3 clusters
  Score: Raw -1853939.944798 + Penalty 3166.311482 = -1850773.633316
  nChanged 6
		SP:Iteration 76Q (59556.150000 sec): 3 clusters
  Score: Raw -1853941.769562 + Penalty 3166.311482 = -1850775.458080
  nChanged 5
		SP:Iteration 77Q (59556.380000 sec): 3 clusters
  Score: Raw -1853943.084316 + Penalty 3166.311482 = -1850776.772835
  nChanged 8
		SP:Iteration 78Q (59556.610000 sec): 3 clusters
  Score: Raw -1853946.047397 + Penalty 3166.311482 = -1850779.735916
  nChanged 8
		SP:Iteration 79Q (59556.870000 sec): 3 clusters
  Score: Raw -1853948.903620 + Penalty 3166.311482 = -1850782.592138
  nChanged 7
		SP:Iteration 80F (59557.190000 sec): 3 clusters
  Score: Raw -1853951.521182 + Penalty 3166.311482 = -1850785.209700
  nChanged 10
		SP:Iteration 81Q (59557.460000 sec): 3 clusters
  Score: Raw -1853955.259356 + Penalty 3166.311482 = -1850788.947874
  nChanged 8
		SP:Iteration 82Q (59557.730000 sec): 3 clusters
  Score: Raw -1853957.622698 + Penalty 3166.311482 = -1850791.311216
  nChanged 7
		SP:Iteration 83Q (59557.980000 sec): 3 clusters
  Score: Raw -1853959.448047 + Penalty 3166.311482 = -1850793.136565
  nChanged 6
		SP:Iteration 84Q (59558.270000 sec): 3 clusters
  Score: Raw -1853960.788017 + Penalty 3166.311482 = -1850794.476535
  nChanged 8
		SP:Iteration 85Q (59558.560000 sec): 3 clusters
  Score: Raw -1853962.451286 + Penalty 3166.311482 = -1850796.139804
  nChanged 2
		SP:Iteration 86Q (59558.850000 sec): 3 clusters
  Score: Raw -1853962.953696 + Penalty 3166.311482 = -1850796.642215
  nChanged 2
		SP:Iteration 87Q (59559.110000 sec): 3 clusters
  Score: Raw -1853963.321607 + Penalty 3166.311482 = -1850797.010125
  nChanged 3
		SP:Iteration 88Q (59559.380000 sec): 3 clusters
  Score: Raw -1853964.795475 + Penalty 3166.311482 = -1850798.483994
  nChanged 4
		SP:Iteration 89Q (59559.670000 sec): 3 clusters
  Score: Raw -1853966.160027 + Penalty 3166.311482 = -1850799.848545
  nChanged 4
		SP:Iteration 90Q (59559.900000 sec): 3 clusters
  Score: Raw -1853967.261269 + Penalty 3166.311482 = -1850800.949787
  nChanged 4
		SP:Iteration 91Q (59560.100000 sec): 3 clusters
  Score: Raw -1853967.836249 + Penalty 3166.311482 = -1850801.524768
  nChanged 2
		SP:Iteration 92Q (59560.390000 sec): 3 clusters
  Score: Raw -1853968.141653 + Penalty 3166.311482 = -1850801.830172
  nChanged 2
		SP:Iteration 93Q (59560.630000 sec): 3 clusters
  Score: Raw -1853968.316159 + Penalty 3166.311482 = -1850802.004678
  nChanged 0
		SP:Iteration 94F (59560.900000 sec): 3 clusters
  Score: Raw -1853968.316159 + Penalty 3166.311482 = -1850802.004678
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59561.020000 sec): 2 clusters
  Score: Raw -499336.190630 + Penalty 1348.310335 = -497987.880295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59561.240000 sec): 3 clusters
  Score: Raw -497354.693505 + Penalty 2696.620670 = -494658.072835
  nChanged 1543
		SP:Iteration 1F (59561.450000 sec): 3 clusters
  Score: Raw -498240.583219 + Penalty 2696.620670 = -495543.962549
  nChanged 266
		SP:Iteration 2F (59561.600000 sec): 3 clusters
  Score: Raw -498379.202484 + Penalty 2696.620670 = -495682.581814
  nChanged 189
		SP:Iteration 3Q (59561.800000 sec): 3 clusters
  Score: Raw -498484.862559 + Penalty 2696.620670 = -495788.241889
  nChanged 180
		SP:Iteration 4Q (59561.990000 sec): 3 clusters
  Score: Raw -498581.341182 + Penalty 2696.620670 = -495884.720511
  nChanged 158
		SP:Iteration 5Q (59562.210000 sec): 3 clusters
  Score: Raw -498666.340323 + Penalty 2696.620670 = -495969.719652
  nChanged 145
		SP:Iteration 6Q (59562.390000 sec): 3 clusters
  Score: Raw -498752.673029 + Penalty 2696.620670 = -496056.052359
  nChanged 134
		SP:Iteration 7Q (59562.570000 sec): 3 clusters
  Score: Raw -498826.578422 + Penalty 2696.620670 = -496129.957752
  nChanged 125
		SP:Iteration 8Q (59562.750000 sec): 3 clusters
  Score: Raw -498891.143983 + Penalty 2696.620670 = -496194.523313
  nChanged 109
		SP:Iteration 9Q (59562.980000 sec): 3 clusters
  Score: Raw -498955.256213 + Penalty 2696.620670 = -496258.635542
  nChanged 106
		SP:Iteration 10Q (59563.190000 sec): 3 clusters
  Score: Raw -499014.379650 + Penalty 2696.620670 = -496317.758980
  nChanged 103
		SP:Iteration 11Q (59563.390000 sec): 3 clusters
  Score: Raw -499077.649891 + Penalty 2696.620670 = -496381.029221
  nChanged 94
		SP:Iteration 12Q (59563.570000 sec): 3 clusters
  Score: Raw -499142.613722 + Penalty 2696.620670 = -496445.993051
  nChanged 84
		SP:Iteration 13Q (59563.830000 sec): 3 clusters
  Score: Raw -499198.191033 + Penalty 2696.620670 = -496501.570363
  nChanged 81
		SP:Iteration 14Q (59564.090000 sec): 3 clusters
  Score: Raw -499247.106898 + Penalty 2696.620670 = -496550.486228
  nChanged 63
		SP:Iteration 15Q (59564.290000 sec): 3 clusters
  Score: Raw -499286.767891 + Penalty 2696.620670 = -496590.147221
  nChanged 67
		SP:Iteration 16Q (59564.530000 sec): 3 clusters
  Score: Raw -499330.068711 + Penalty 2696.620670 = -496633.448041
  nChanged 56
		SP:Iteration 17Q (59564.780000 sec): 3 clusters
  Score: Raw -499372.546592 + Penalty 2696.620670 = -496675.925922
  nChanged 48
		SP:Iteration 18Q (59565.010000 sec): 3 clusters
  Score: Raw -499409.759659 + Penalty 2696.620670 = -496713.138989
  nChanged 42
		SP:Iteration 19Q (59565.260000 sec): 3 clusters
  Score: Raw -499440.042675 + Penalty 2696.620670 = -496743.422005
  nChanged 29
		SP:Iteration 20F (59565.460000 sec): 3 clusters
  Score: Raw -499463.939421 + Penalty 2696.620670 = -496767.318750
  nChanged 22
		SP:Iteration 21Q (59565.660000 sec): 3 clusters
  Score: Raw -499484.421263 + Penalty 2696.620670 = -496787.800592
  nChanged 19
		SP:Iteration 22Q (59565.850000 sec): 3 clusters
  Score: Raw -499500.972167 + Penalty 2696.620670 = -496804.351496
  nChanged 15
		SP:Iteration 23Q (59566.050000 sec): 3 clusters
  Score: Raw -499508.856526 + Penalty 2696.620670 = -496812.235856
  nChanged 7
		SP:Iteration 24Q (59566.290000 sec): 3 clusters
  Score: Raw -499513.867142 + Penalty 2696.620670 = -496817.246472
  nChanged 6
		SP:Iteration 25Q (59566.490000 sec): 3 clusters
  Score: Raw -499516.728992 + Penalty 2696.620670 = -496820.108322
  nChanged 5
		SP:Iteration 26Q (59566.670000 sec): 3 clusters
  Score: Raw -499519.627406 + Penalty 2696.620670 = -496823.006735
  nChanged 0
		SP:Iteration 27F (59566.880000 sec): 3 clusters
  Score: Raw -499519.627406 + Penalty 2696.620670 = -496823.006735
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (11229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59567.040000 sec): 2 clusters
  Score: Raw -1239851.520131 + Penalty 1515.516437 = -1238336.003694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59567.300000 sec): 3 clusters
  Score: Raw -1233409.788734 + Penalty 3031.032874 = -1230378.755860
  nChanged 4852
		SP:Iteration 1F (59567.560000 sec): 3 clusters
  Score: Raw -1236139.493381 + Penalty 3031.032874 = -1233108.460507
  nChanged 809
		SP:Iteration 2F (59567.780000 sec): 3 clusters
  Score: Raw -1236583.314590 + Penalty 3031.032874 = -1233552.281716
  nChanged 767
		SP:Iteration 3F (59568.060000 sec): 3 clusters
  Score: Raw -1237019.789523 + Penalty 3031.032874 = -1233988.756649
  nChanged 711
		SP:Iteration 4F (59568.330000 sec): 3 clusters
  Score: Raw -1237451.554318 + Penalty 3031.032874 = -1234420.521444
  nChanged 663
		SP:Iteration 5F (59568.600000 sec): 3 clusters
  Score: Raw -1237832.747969 + Penalty 3031.032874 = -1234801.715095
  nChanged 555
		SP:Iteration 6Q (59568.810000 sec): 3 clusters
  Score: Raw -1238134.471811 + Penalty 3031.032874 = -1235103.438937
  nChanged 469
		SP:Iteration 7Q (59569.070000 sec): 3 clusters
  Score: Raw -1238377.981693 + Penalty 3031.032874 = -1235346.948819
  nChanged 374
		SP:Iteration 8Q (59569.360000 sec): 3 clusters
  Score: Raw -1238598.130916 + Penalty 3031.032874 = -1235567.098042
  nChanged 332
		SP:Iteration 9Q (59569.590000 sec): 3 clusters
  Score: Raw -1238808.756617 + Penalty 3031.032874 = -1235777.723743
  nChanged 337
		SP:Iteration 10Q (59569.860000 sec): 3 clusters
  Score: Raw -1239012.055840 + Penalty 3031.032874 = -1235981.022966
  nChanged 282
		SP:Iteration 11Q (59570.070000 sec): 3 clusters
  Score: Raw -1239202.393721 + Penalty 3031.032874 = -1236171.360847
  nChanged 229
		SP:Iteration 12Q (59570.330000 sec): 3 clusters
  Score: Raw -1239349.302854 + Penalty 3031.032874 = -1236318.269981
  nChanged 199
		SP:Iteration 13Q (59570.530000 sec): 3 clusters
  Score: Raw -1239481.908031 + Penalty 3031.032874 = -1236450.875157
  nChanged 187
		SP:Iteration 14Q (59570.820000 sec): 3 clusters
  Score: Raw -1239591.348972 + Penalty 3031.032874 = -1236560.316098
  nChanged 142
		SP:Iteration 15Q (59571.050000 sec): 3 clusters
  Score: Raw -1239666.604410 + Penalty 3031.032874 = -1236635.571536
  nChanged 117
		SP:Iteration 16Q (59571.260000 sec): 3 clusters
  Score: Raw -1239729.091280 + Penalty 3031.032874 = -1236698.058406
  nChanged 99
		SP:Iteration 17Q (59571.510000 sec): 3 clusters
  Score: Raw -1239785.880177 + Penalty 3031.032874 = -1236754.847303
  nChanged 101
		SP:Iteration 18Q (59571.800000 sec): 3 clusters
  Score: Raw -1239844.361696 + Penalty 3031.032874 = -1236813.328823
  nChanged 94
		SP:Iteration 19Q (59572.060000 sec): 3 clusters
  Score: Raw -1239887.345215 + Penalty 3031.032874 = -1236856.312341
  nChanged 60
		SP:Iteration 20F (59572.300000 sec): 3 clusters
  Score: Raw -1239910.372802 + Penalty 3031.032874 = -1236879.339928
  nChanged 53
		SP:Iteration 21Q (59572.530000 sec): 3 clusters
  Score: Raw -1239929.047979 + Penalty 3031.032874 = -1236898.015105
  nChanged 52
		SP:Iteration 22Q (59572.820000 sec): 3 clusters
  Score: Raw -1239952.009259 + Penalty 3031.032874 = -1236920.976386
  nChanged 51
		SP:Iteration 23Q (59573.030000 sec): 3 clusters
  Score: Raw -1239979.061570 + Penalty 3031.032874 = -1236948.028696
  nChanged 61
		SP:Iteration 24Q (59573.250000 sec): 3 clusters
  Score: Raw -1240008.859091 + Penalty 3031.032874 = -1236977.826217
  nChanged 59
		SP:Iteration 25Q (59573.510000 sec): 3 clusters
  Score: Raw -1240039.626252 + Penalty 3031.032874 = -1237008.593379
  nChanged 57
		SP:Iteration 26Q (59573.770000 sec): 3 clusters
  Score: Raw -1240070.092033 + Penalty 3031.032874 = -1237039.059159
  nChanged 50
		SP:Iteration 27Q (59574.030000 sec): 3 clusters
  Score: Raw -1240100.381845 + Penalty 3031.032874 = -1237069.348971
  nChanged 43
		SP:Iteration 28Q (59574.250000 sec): 3 clusters
  Score: Raw -1240120.931637 + Penalty 3031.032874 = -1237089.898763
  nChanged 45
		SP:Iteration 29Q (59574.560000 sec): 3 clusters
  Score: Raw -1240142.358537 + Penalty 3031.032874 = -1237111.325663
  nChanged 33
		SP:Iteration 30Q (59574.820000 sec): 3 clusters
  Score: Raw -1240156.910669 + Penalty 3031.032874 = -1237125.877795
  nChanged 33
		SP:Iteration 31Q (59575.040000 sec): 3 clusters
  Score: Raw -1240170.733184 + Penalty 3031.032874 = -1237139.700310
  nChanged 21
		SP:Iteration 32Q (59575.270000 sec): 3 clusters
  Score: Raw -1240179.273307 + Penalty 3031.032874 = -1237148.240433
  nChanged 21
		SP:Iteration 33Q (59575.510000 sec): 3 clusters
  Score: Raw -1240187.418245 + Penalty 3031.032874 = -1237156.385371
  nChanged 19
		SP:Iteration 34Q (59575.740000 sec): 3 clusters
  Score: Raw -1240194.261672 + Penalty 3031.032874 = -1237163.228798
  nChanged 15
		SP:Iteration 35Q (59576.030000 sec): 3 clusters
  Score: Raw -1240199.906072 + Penalty 3031.032874 = -1237168.873198
  nChanged 16
		SP:Iteration 36Q (59576.330000 sec): 3 clusters
  Score: Raw -1240206.696151 + Penalty 3031.032874 = -1237175.663277
  nChanged 16
		SP:Iteration 37Q (59576.520000 sec): 3 clusters
  Score: Raw -1240212.311016 + Penalty 3031.032874 = -1237181.278142
  nChanged 18
		SP:Iteration 38Q (59576.760000 sec): 3 clusters
  Score: Raw -1240219.032773 + Penalty 3031.032874 = -1237187.999899
  nChanged 15
		SP:Iteration 39Q (59576.990000 sec): 3 clusters
  Score: Raw -1240224.555209 + Penalty 3031.032874 = -1237193.522335
  nChanged 8
		SP:Iteration 40F (59577.220000 sec): 3 clusters
  Score: Raw -1240227.081537 + Penalty 3031.032874 = -1237196.048663
  nChanged 8
		SP:Iteration 41Q (59577.450000 sec): 3 clusters
  Score: Raw -1240229.641420 + Penalty 3031.032874 = -1237198.608547
  nChanged 12
		SP:Iteration 42Q (59577.720000 sec): 3 clusters
  Score: Raw -1240234.202153 + Penalty 3031.032874 = -1237203.169279
  nChanged 11
		SP:Iteration 43Q (59577.960000 sec): 3 clusters
  Score: Raw -1240237.767445 + Penalty 3031.032874 = -1237206.734571
  nChanged 8
		SP:Iteration 44Q (59578.150000 sec): 3 clusters
  Score: Raw -1240240.114759 + Penalty 3031.032874 = -1237209.081885
  nChanged 3
		SP:Iteration 45Q (59578.360000 sec): 3 clusters
  Score: Raw -1240241.230672 + Penalty 3031.032874 = -1237210.197798
  nChanged 6
		SP:Iteration 46Q (59578.620000 sec): 3 clusters
  Score: Raw -1240243.692682 + Penalty 3031.032874 = -1237212.659808
  nChanged 7
		SP:Iteration 47Q (59578.860000 sec): 3 clusters
  Score: Raw -1240245.881567 + Penalty 3031.032874 = -1237214.848693
  nChanged 7
		SP:Iteration 48Q (59579.100000 sec): 3 clusters
  Score: Raw -1240247.770946 + Penalty 3031.032874 = -1237216.738072
  nChanged 7
		SP:Iteration 49Q (59579.360000 sec): 3 clusters
  Score: Raw -1240249.616796 + Penalty 3031.032874 = -1237218.583922
  nChanged 4
		SP:Iteration 50Q (59579.620000 sec): 3 clusters
  Score: Raw -1240250.741291 + Penalty 3031.032874 = -1237219.708417
  nChanged 3
		SP:Iteration 51Q (59579.890000 sec): 3 clusters
  Score: Raw -1240251.724281 + Penalty 3031.032874 = -1237220.691407
  nChanged 3
		SP:Iteration 52Q (59580.170000 sec): 3 clusters
  Score: Raw -1240252.423696 + Penalty 3031.032874 = -1237221.390822
  nChanged 2
		SP:Iteration 53Q (59580.380000 sec): 3 clusters
  Score: Raw -1240252.822425 + Penalty 3031.032874 = -1237221.789551
  nChanged 1
		SP:Iteration 54Q (59580.680000 sec): 3 clusters
  Score: Raw -1240253.065358 + Penalty 3031.032874 = -1237222.032484
  nChanged 0
		SP:Iteration 55F (59580.910000 sec): 3 clusters
  Score: Raw -1240253.065358 + Penalty 3031.032874 = -1237222.032484
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59580.980000 sec): 2 clusters
  Score: Raw -102546.762280 + Penalty 1133.048516 = -101413.713764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59581.200000 sec): 3 clusters
  Score: Raw -102197.850255 + Penalty 2266.097032 = -99931.753223
  nChanged 317
		SP:Iteration 1F (59581.360000 sec): 3 clusters
  Score: Raw -102534.002328 + Penalty 2266.097032 = -100267.905297
  nChanged 96
		SP:Iteration 2F (59581.580000 sec): 3 clusters
  Score: Raw -102725.159533 + Penalty 2266.097032 = -100459.062502
  nChanged 96
		SP:Iteration 3F (59581.730000 sec): 3 clusters
  Score: Raw -102950.126142 + Penalty 2266.097032 = -100684.029110
  nChanged 81
		SP:Iteration 4F (59581.890000 sec): 3 clusters
  Score: Raw -103106.111247 + Penalty 2266.097032 = -100840.014215
  nChanged 57
		SP:Iteration 5F (59582.050000 sec): 3 clusters
  Score: Raw -103235.368302 + Penalty 2266.097032 = -100969.271271
  nChanged 54
		SP:Iteration 6F (59582.260000 sec): 3 clusters
  Score: Raw -103368.874186 + Penalty 2266.097032 = -101102.777154
  nChanged 43
		SP:Iteration 7Q (59582.430000 sec): 3 clusters
  Score: Raw -103440.117422 + Penalty 2266.097032 = -101174.020390
  nChanged 24
		SP:Iteration 8Q (59582.580000 sec): 3 clusters
  Score: Raw -103469.600679 + Penalty 2266.097032 = -101203.503647
  nChanged 15
		SP:Iteration 9Q (59582.740000 sec): 3 clusters
  Score: Raw -103488.908552 + Penalty 2266.097032 = -101222.811520
  nChanged 17
		SP:Iteration 10Q (59582.950000 sec): 3 clusters
  Score: Raw -103507.861490 + Penalty 2266.097032 = -101241.764459
  nChanged 19
		SP:Iteration 11Q (59583.120000 sec): 3 clusters
  Score: Raw -103528.598816 + Penalty 2266.097032 = -101262.501785
  nChanged 11
		SP:Iteration 12Q (59583.330000 sec): 3 clusters
  Score: Raw -103543.584738 + Penalty 2266.097032 = -101277.487706
  nChanged 12
		SP:Iteration 13Q (59583.470000 sec): 3 clusters
  Score: Raw -103554.905983 + Penalty 2266.097032 = -101288.808951
  nChanged 4
		SP:Iteration 14Q (59583.640000 sec): 3 clusters
  Score: Raw -103561.463695 + Penalty 2266.097032 = -101295.366663
  nChanged 5
		SP:Iteration 15Q (59583.830000 sec): 3 clusters
  Score: Raw -103566.975632 + Penalty 2266.097032 = -101300.878600
  nChanged 4
		SP:Iteration 16Q (59584.010000 sec): 3 clusters
  Score: Raw -103569.845650 + Penalty 2266.097032 = -101303.748618
  nChanged 1
		SP:Iteration 17Q (59584.250000 sec): 3 clusters
  Score: Raw -103572.172578 + Penalty 2266.097032 = -101306.075547
  nChanged 3
		SP:Iteration 18Q (59584.410000 sec): 3 clusters
  Score: Raw -103576.119123 + Penalty 2266.097032 = -101310.022092
  nChanged 0
		SP:Iteration 19F (59584.560000 sec): 3 clusters
  Score: Raw -103576.119123 + Penalty 2266.097032 = -101310.022092
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (28597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59584.850000 sec): 2 clusters
  Score: Raw -2973748.897308 + Penalty 1667.421778 = -2972081.475530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59585.140000 sec): 3 clusters
  Score: Raw -2956146.257824 + Penalty 3334.843556 = -2952811.414268
  nChanged 13124
		SP:Iteration 1F (59585.450000 sec): 3 clusters
  Score: Raw -2963632.672958 + Penalty 3334.843556 = -2960297.829401
  nChanged 1530
		SP:Iteration 2F (59585.790000 sec): 3 clusters
  Score: Raw -2964293.147920 + Penalty 3334.843556 = -2960958.304363
  nChanged 1513
		SP:Iteration 3F (59586.080000 sec): 3 clusters
  Score: Raw -2965014.010032 + Penalty 3334.843556 = -2961679.166476
  nChanged 1602
		SP:Iteration 4F (59586.390000 sec): 3 clusters
  Score: Raw -2965888.113588 + Penalty 3334.843556 = -2962553.270032
  nChanged 1665
		SP:Iteration 5F (59586.670000 sec): 3 clusters
  Score: Raw -2966872.693016 + Penalty 3334.843556 = -2963537.849459
  nChanged 1686
		SP:Iteration 6F (59587.050000 sec): 3 clusters
  Score: Raw -2968005.590685 + Penalty 3334.843556 = -2964670.747129
  nChanged 1594
		SP:Iteration 7F (59587.400000 sec): 3 clusters
  Score: Raw -2969063.457544 + Penalty 3334.843556 = -2965728.613987
  nChanged 1465
		SP:Iteration 8F (59587.760000 sec): 3 clusters
  Score: Raw -2969964.281037 + Penalty 3334.843556 = -2966629.437481
  nChanged 1273
		SP:Iteration 9Q (59588.100000 sec): 3 clusters
  Score: Raw -2970695.622802 + Penalty 3334.843556 = -2967360.779246
  nChanged 1018
		SP:Iteration 10Q (59588.390000 sec): 3 clusters
  Score: Raw -2971251.266248 + Penalty 3334.843556 = -2967916.422691
  nChanged 878
		SP:Iteration 11Q (59588.740000 sec): 3 clusters
  Score: Raw -2971663.031312 + Penalty 3334.843556 = -2968328.187756
  nChanged 721
		SP:Iteration 12Q (59589.040000 sec): 3 clusters
  Score: Raw -2972014.385832 + Penalty 3334.843556 = -2968679.542276
  nChanged 631
		SP:Iteration 13Q (59589.350000 sec): 3 clusters
  Score: Raw -2972308.684569 + Penalty 3334.843556 = -2968973.841013
  nChanged 563
		SP:Iteration 14Q (59589.700000 sec): 3 clusters
  Score: Raw -2972573.442645 + Penalty 3334.843556 = -2969238.599089
  nChanged 500
		SP:Iteration 15Q (59590.060000 sec): 3 clusters
  Score: Raw -2972821.665552 + Penalty 3334.843556 = -2969486.821996
  nChanged 456
		SP:Iteration 16Q (59590.360000 sec): 3 clusters
  Score: Raw -2973064.422998 + Penalty 3334.843556 = -2969729.579442
  nChanged 394
		SP:Iteration 17Q (59590.680000 sec): 3 clusters
  Score: Raw -2973267.228306 + Penalty 3334.843556 = -2969932.384750
  nChanged 376
		SP:Iteration 18Q (59590.940000 sec): 3 clusters
  Score: Raw -2973440.368965 + Penalty 3334.843556 = -2970105.525409
  nChanged 320
		SP:Iteration 19Q (59591.280000 sec): 3 clusters
  Score: Raw -2973604.297751 + Penalty 3334.843556 = -2970269.454195
  nChanged 295
		SP:Iteration 20F (59591.590000 sec): 3 clusters
  Score: Raw -2973730.831636 + Penalty 3334.843556 = -2970395.988080
  nChanged 276
		SP:Iteration 21Q (59591.940000 sec): 3 clusters
  Score: Raw -2973852.143775 + Penalty 3334.843556 = -2970517.300218
  nChanged 218
		SP:Iteration 22Q (59592.200000 sec): 3 clusters
  Score: Raw -2973943.361852 + Penalty 3334.843556 = -2970608.518296
  nChanged 184
		SP:Iteration 23Q (59592.560000 sec): 3 clusters
  Score: Raw -2974021.736225 + Penalty 3334.843556 = -2970686.892669
  nChanged 148
		SP:Iteration 24Q (59592.900000 sec): 3 clusters
  Score: Raw -2974084.205856 + Penalty 3334.843556 = -2970749.362300
  nChanged 128
		SP:Iteration 25Q (59593.210000 sec): 3 clusters
  Score: Raw -2974131.426445 + Penalty 3334.843556 = -2970796.582889
  nChanged 96
		SP:Iteration 26Q (59593.540000 sec): 3 clusters
  Score: Raw -2974170.640437 + Penalty 3334.843556 = -2970835.796881
  nChanged 90
		SP:Iteration 27Q (59593.840000 sec): 3 clusters
  Score: Raw -2974209.635133 + Penalty 3334.843556 = -2970874.791577
  nChanged 75
		SP:Iteration 28Q (59594.170000 sec): 3 clusters
  Score: Raw -2974243.119338 + Penalty 3334.843556 = -2970908.275782
  nChanged 65
		SP:Iteration 29Q (59594.450000 sec): 3 clusters
  Score: Raw -2974272.407691 + Penalty 3334.843556 = -2970937.564135
  nChanged 59
		SP:Iteration 30Q (59594.760000 sec): 3 clusters
  Score: Raw -2974299.483487 + Penalty 3334.843556 = -2970964.639930
  nChanged 41
		SP:Iteration 31Q (59595.090000 sec): 3 clusters
  Score: Raw -2974317.325686 + Penalty 3334.843556 = -2970982.482130
  nChanged 51
		SP:Iteration 32Q (59595.430000 sec): 3 clusters
  Score: Raw -2974339.104645 + Penalty 3334.843556 = -2971004.261088
  nChanged 44
		SP:Iteration 33Q (59595.680000 sec): 3 clusters
  Score: Raw -2974360.878515 + Penalty 3334.843556 = -2971026.034958
  nChanged 45
		SP:Iteration 34Q (59595.980000 sec): 3 clusters
  Score: Raw -2974380.657422 + Penalty 3334.843556 = -2971045.813866
  nChanged 39
		SP:Iteration 35Q (59596.290000 sec): 3 clusters
  Score: Raw -2974393.414688 + Penalty 3334.843556 = -2971058.571131
  nChanged 29
		SP:Iteration 36Q (59596.570000 sec): 3 clusters
  Score: Raw -2974403.279225 + Penalty 3334.843556 = -2971068.435668
  nChanged 20
		SP:Iteration 37Q (59596.910000 sec): 3 clusters
  Score: Raw -2974408.685952 + Penalty 3334.843556 = -2971073.842396
  nChanged 14
		SP:Iteration 38Q (59597.250000 sec): 3 clusters
  Score: Raw -2974413.130368 + Penalty 3334.843556 = -2971078.286812
  nChanged 17
		SP:Iteration 39Q (59597.550000 sec): 3 clusters
  Score: Raw -2974420.243059 + Penalty 3334.843556 = -2971085.399503
  nChanged 17
		SP:Iteration 40F (59597.910000 sec): 3 clusters
  Score: Raw -2974426.316300 + Penalty 3334.843556 = -2971091.472744
  nChanged 11
		SP:Iteration 41Q (59598.250000 sec): 3 clusters
  Score: Raw -2974428.715750 + Penalty 3334.843556 = -2971093.872194
  nChanged 5
		SP:Iteration 42Q (59598.530000 sec): 3 clusters
  Score: Raw -2974430.597089 + Penalty 3334.843556 = -2971095.753532
  nChanged 6
		SP:Iteration 43Q (59598.810000 sec): 3 clusters
  Score: Raw -2974431.814481 + Penalty 3334.843556 = -2971096.970924
  nChanged 3
		SP:Iteration 44Q (59599.120000 sec): 3 clusters
  Score: Raw -2974432.973633 + Penalty 3334.843556 = -2971098.130077
  nChanged 3
		SP:Iteration 45Q (59599.420000 sec): 3 clusters
  Score: Raw -2974434.204279 + Penalty 3334.843556 = -2971099.360723
  nChanged 6
		SP:Iteration 46Q (59599.730000 sec): 3 clusters
  Score: Raw -2974435.662874 + Penalty 3334.843556 = -2971100.819318
  nChanged 6
		SP:Iteration 47Q (59599.980000 sec): 3 clusters
  Score: Raw -2974437.726054 + Penalty 3334.843556 = -2971102.882497
  nChanged 8
		SP:Iteration 48Q (59600.270000 sec): 3 clusters
  Score: Raw -2974439.551375 + Penalty 3334.843556 = -2971104.707819
  nChanged 3
		SP:Iteration 49Q (59600.590000 sec): 3 clusters
  Score: Raw -2974440.759694 + Penalty 3334.843556 = -2971105.916138
  nChanged 6
		SP:Iteration 50Q (59600.890000 sec): 3 clusters
  Score: Raw -2974442.628252 + Penalty 3334.843556 = -2971107.784696
  nChanged 4
		SP:Iteration 51Q (59601.230000 sec): 3 clusters
  Score: Raw -2974444.326852 + Penalty 3334.843556 = -2971109.483296
  nChanged 4
		SP:Iteration 52Q (59601.550000 sec): 3 clusters
  Score: Raw -2974446.063598 + Penalty 3334.843556 = -2971111.220041
  nChanged 5
		SP:Iteration 53Q (59601.790000 sec): 3 clusters
  Score: Raw -2974447.161219 + Penalty 3334.843556 = -2971112.317663
  nChanged 4
		SP:Iteration 54Q (59602.130000 sec): 3 clusters
  Score: Raw -2974448.037800 + Penalty 3334.843556 = -2971113.194244
  nChanged 2
		SP:Iteration 55Q (59602.450000 sec): 3 clusters
  Score: Raw -2974448.648710 + Penalty 3334.843556 = -2971113.805153
  nChanged 4
		SP:Iteration 56Q (59602.830000 sec): 3 clusters
  Score: Raw -2974449.702699 + Penalty 3334.843556 = -2971114.859143
  nChanged 2
		SP:Iteration 57Q (59603.210000 sec): 3 clusters
  Score: Raw -2974450.256196 + Penalty 3334.843556 = -2971115.412639
  nChanged 3
		SP:Iteration 58Q (59603.550000 sec): 3 clusters
  Score: Raw -2974451.234982 + Penalty 3334.843556 = -2971116.391426
  nChanged 3
		SP:Iteration 59Q (59603.930000 sec): 3 clusters
  Score: Raw -2974451.991290 + Penalty 3334.843556 = -2971117.147734
  nChanged 3
		SP:Iteration 60F (59604.260000 sec): 3 clusters
  Score: Raw -2974452.950263 + Penalty 3334.843556 = -2971118.106707
  nChanged 3
		SP:Iteration 61Q (59604.560000 sec): 3 clusters
  Score: Raw -2974454.982369 + Penalty 3334.843556 = -2971120.138813
  nChanged 5
		SP:Iteration 62Q (59604.870000 sec): 3 clusters
  Score: Raw -2974457.731566 + Penalty 3334.843556 = -2971122.888010
  nChanged 9
		SP:Iteration 63Q (59605.170000 sec): 3 clusters
  Score: Raw -2974461.322581 + Penalty 3334.843556 = -2971126.479025
  nChanged 7
		SP:Iteration 64Q (59605.500000 sec): 3 clusters
  Score: Raw -2974463.554899 + Penalty 3334.843556 = -2971128.711343
  nChanged 7
		SP:Iteration 65Q (59605.870000 sec): 3 clusters
  Score: Raw -2974465.202999 + Penalty 3334.843556 = -2971130.359443
  nChanged 6
		SP:Iteration 66Q (59606.250000 sec): 3 clusters
  Score: Raw -2974467.136070 + Penalty 3334.843556 = -2971132.292513
  nChanged 8
		SP:Iteration 67Q (59606.630000 sec): 3 clusters
  Score: Raw -2974469.934340 + Penalty 3334.843556 = -2971135.090784
  nChanged 9
		SP:Iteration 68Q (59606.910000 sec): 3 clusters
  Score: Raw -2974473.966633 + Penalty 3334.843556 = -2971139.123076
  nChanged 10
		SP:Iteration 69Q (59607.230000 sec): 3 clusters
  Score: Raw -2974476.566902 + Penalty 3334.843556 = -2971141.723346
  nChanged 9
		SP:Iteration 70Q (59607.600000 sec): 3 clusters
  Score: Raw -2974478.395377 + Penalty 3334.843556 = -2971143.551821
  nChanged 5
		SP:Iteration 71Q (59607.900000 sec): 3 clusters
  Score: Raw -2974479.769057 + Penalty 3334.843556 = -2971144.925500
  nChanged 3
		SP:Iteration 72Q (59608.170000 sec): 3 clusters
  Score: Raw -2974480.876773 + Penalty 3334.843556 = -2971146.033217
  nChanged 3
		SP:Iteration 73Q (59608.440000 sec): 3 clusters
  Score: Raw -2974481.420625 + Penalty 3334.843556 = -2971146.577069
  nChanged 2
		SP:Iteration 74Q (59608.740000 sec): 3 clusters
  Score: Raw -2974481.806285 + Penalty 3334.843556 = -2971146.962729
  nChanged 0
		SP:Iteration 75F (59609.060000 sec): 3 clusters
  Score: Raw -2974481.806285 + Penalty 3334.843556 = -2971146.962729
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59609.230000 sec): 2 clusters
  Score: Raw -40156.553128 + Penalty 980.376511 = -39176.176617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59609.480000 sec): 3 clusters
  Score: Raw -40179.145646 + Penalty 1960.753022 = -38218.392623
  nChanged 93
		SP:Iteration 1F (59609.660000 sec): 3 clusters
  Score: Raw -40372.138104 + Penalty 1960.753022 = -38411.385082
  nChanged 20
		SP:Iteration 2Q (59609.840000 sec): 3 clusters
  Score: Raw -40444.858741 + Penalty 1960.753022 = -38484.105719
  nChanged 20
		SP:Iteration 3Q (59610.050000 sec): 3 clusters
  Score: Raw -40527.259587 + Penalty 1960.753022 = -38566.506565
  nChanged 24
		SP:Iteration 4F (59610.240000 sec): 3 clusters
  Score: Raw -40636.357400 + Penalty 1960.753022 = -38675.604378
  nChanged 24
		SP:Iteration 5F (59610.410000 sec): 3 clusters
  Score: Raw -40705.340836 + Penalty 1960.753022 = -38744.587814
  nChanged 14
		SP:Iteration 6Q (59610.610000 sec): 3 clusters
  Score: Raw -40743.229282 + Penalty 1960.753022 = -38782.476260
  nChanged 11
		SP:Iteration 7Q (59610.780000 sec): 3 clusters
  Score: Raw -40794.345920 + Penalty 1960.753022 = -38833.592898
  nChanged 9
		SP:Iteration 8Q (59610.980000 sec): 3 clusters
  Score: Raw -40839.425815 + Penalty 1960.753022 = -38878.672793
  nChanged 11
		SP:Iteration 9Q (59611.140000 sec): 3 clusters
  Score: Raw -40902.475767 + Penalty 1960.753022 = -38941.722745
  nChanged 8
		SP:Iteration 10Q (59611.270000 sec): 3 clusters
  Score: Raw -41005.201205 + Penalty 1960.753022 = -39044.448183
  nChanged 11
		SP:Iteration 11Q (59611.490000 sec): 3 clusters
  Score: Raw -41097.738691 + Penalty 1960.753022 = -39136.985668
  nChanged 5
		SP:Iteration 12Q (59611.700000 sec): 3 clusters
  Score: Raw -41115.857668 + Penalty 1960.753022 = -39155.104645
  nChanged 5
		SP:Iteration 13Q (59611.860000 sec): 3 clusters
  Score: Raw -41141.422755 + Penalty 1960.753022 = -39180.669733
  nChanged 6
		SP:Iteration 14Q (59612.020000 sec): 3 clusters
  Score: Raw -41191.321918 + Penalty 1960.753022 = -39230.568896
  nChanged 5
		SP:Iteration 15Q (59612.180000 sec): 3 clusters
  Score: Raw -41248.845871 + Penalty 1960.753022 = -39288.092849
  nChanged 6
		SP:Iteration 16Q (59612.380000 sec): 3 clusters
  Score: Raw -41307.994625 + Penalty 1960.753022 = -39347.241603
  nChanged 3
		SP:Iteration 17Q (59612.560000 sec): 3 clusters
  Score: Raw -41467.244855 + Penalty 1960.753022 = -39506.491833
  nChanged 3
		SP:Iteration 18Q (59612.740000 sec): 3 clusters
  Score: Raw -41528.945980 + Penalty 1960.753022 = -39568.192958
  nChanged 1
		SP:Iteration 19Q (59612.910000 sec): 3 clusters
  Score: Raw -41532.443145 + Penalty 1960.753022 = -39571.690123
  nChanged 0
		SP:Iteration 20F (59613.050000 sec): 3 clusters
  Score: Raw -41534.910305 + Penalty 1960.753022 = -39574.157283
  nChanged 1
		SP:Iteration 21Q (59613.200000 sec): 3 clusters
  Score: Raw -41539.513905 + Penalty 1960.753022 = -39578.760883
  nChanged 2
		SP:Iteration 22Q (59613.380000 sec): 3 clusters
  Score: Raw -41549.389864 + Penalty 1960.753022 = -39588.636842
  nChanged 0
		SP:Iteration 23F (59613.540000 sec): 3 clusters
  Score: Raw -41549.389864 + Penalty 1960.753022 = -39588.636842
  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 11.42 GB.

 Trying to split cluster 24 (50034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59613.850000 sec): 2 clusters
  Score: Raw -5621047.224678 + Penalty 1758.324434 = -5619288.900245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59614.260000 sec): 3 clusters
  Score: Raw -5589354.897616 + Penalty 3516.648867 = -5585838.248749
  nChanged 23404
		SP:Iteration 1F (59614.680000 sec): 3 clusters
  Score: Raw -5602727.081930 + Penalty 3516.648867 = -5599210.433063
  nChanged 2315
		SP:Iteration 2Q (59615.130000 sec): 3 clusters
  Score: Raw -5603511.301187 + Penalty 3516.648867 = -5599994.652320
  nChanged 2378
		SP:Iteration 3Q (59615.570000 sec): 3 clusters
  Score: Raw -5604378.128595 + Penalty 3516.648867 = -5600861.479728
  nChanged 2421
		SP:Iteration 4Q (59616.080000 sec): 3 clusters
  Score: Raw -5605408.735899 + Penalty 3516.648867 = -5601892.087031
  nChanged 2660
		SP:Iteration 5F (59616.490000 sec): 3 clusters
  Score: Raw -5606700.561264 + Penalty 3516.648867 = -5603183.912397
  nChanged 2758
		SP:Iteration 6F (59616.940000 sec): 3 clusters
  Score: Raw -5608208.415399 + Penalty 3516.648867 = -5604691.766532
  nChanged 2969
		SP:Iteration 7F (59617.390000 sec): 3 clusters
  Score: Raw -5610108.040157 + Penalty 3516.648867 = -5606591.391290
  nChanged 3005
		SP:Iteration 8F (59617.830000 sec): 3 clusters
  Score: Raw -5612260.128014 + Penalty 3516.648867 = -5608743.479147
  nChanged 2959
		SP:Iteration 9F (59618.250000 sec): 3 clusters
  Score: Raw -5614617.841452 + Penalty 3516.648867 = -5611101.192585
  nChanged 2634
		SP:Iteration 10F (59618.720000 sec): 3 clusters
  Score: Raw -5616873.794229 + Penalty 3516.648867 = -5613357.145362
  nChanged 2016
		SP:Iteration 11Q (59619.130000 sec): 3 clusters
  Score: Raw -5618660.040929 + Penalty 3516.648867 = -5615143.392062
  nChanged 1384
		SP:Iteration 12Q (59619.550000 sec): 3 clusters
  Score: Raw -5619818.562518 + Penalty 3516.648867 = -5616301.913650
  nChanged 848
		SP:Iteration 13Q (59619.960000 sec): 3 clusters
  Score: Raw -5620509.089108 + Penalty 3516.648867 = -5616992.440240
  nChanged 498
		SP:Iteration 14Q (59620.450000 sec): 3 clusters
  Score: Raw -5620903.262792 + Penalty 3516.648867 = -5617386.613925
  nChanged 308
		SP:Iteration 15Q (59620.900000 sec): 3 clusters
  Score: Raw -5621116.534288 + Penalty 3516.648867 = -5617599.885421
  nChanged 182
		SP:Iteration 16Q (59621.310000 sec): 3 clusters
  Score: Raw -5621234.966045 + Penalty 3516.648867 = -5617718.317178
  nChanged 119
		SP:Iteration 17Q (59621.790000 sec): 3 clusters
  Score: Raw -5621306.522729 + Penalty 3516.648867 = -5617789.873862
  nChanged 80
		SP:Iteration 18Q (59622.190000 sec): 3 clusters
  Score: Raw -5621354.948595 + Penalty 3516.648867 = -5617838.299728
  nChanged 54
		SP:Iteration 19Q (59622.620000 sec): 3 clusters
  Score: Raw -5621386.028864 + Penalty 3516.648867 = -5617869.379997
  nChanged 42
		SP:Iteration 20F (59623.070000 sec): 3 clusters
  Score: Raw -5621408.482389 + Penalty 3516.648867 = -5617891.833522
  nChanged 39
		SP:Iteration 21Q (59623.600000 sec): 3 clusters
  Score: Raw -5621428.246204 + Penalty 3516.648867 = -5617911.597336
  nChanged 39
		SP:Iteration 22Q (59624.040000 sec): 3 clusters
  Score: Raw -5621444.745041 + Penalty 3516.648867 = -5617928.096173
  nChanged 24
		SP:Iteration 23Q (59624.430000 sec): 3 clusters
  Score: Raw -5621456.631168 + Penalty 3516.648867 = -5617939.982300
  nChanged 31
		SP:Iteration 24Q (59624.890000 sec): 3 clusters
  Score: Raw -5621470.502926 + Penalty 3516.648867 = -5617953.854059
  nChanged 18
		SP:Iteration 25Q (59625.290000 sec): 3 clusters
  Score: Raw -5621477.445931 + Penalty 3516.648867 = -5617960.797064
  nChanged 13
		SP:Iteration 26Q (59625.750000 sec): 3 clusters
  Score: Raw -5621483.680017 + Penalty 3516.648867 = -5617967.031150
  nChanged 11
		SP:Iteration 27Q (59626.230000 sec): 3 clusters
  Score: Raw -5621486.908323 + Penalty 3516.648867 = -5617970.259456
  nChanged 7
		SP:Iteration 28Q (59626.650000 sec): 3 clusters
  Score: Raw -5621489.944624 + Penalty 3516.648867 = -5617973.295757
  nChanged 8
		SP:Iteration 29Q (59627.060000 sec): 3 clusters
  Score: Raw -5621492.602751 + Penalty 3516.648867 = -5617975.953883
  nChanged 6
		SP:Iteration 30Q (59627.470000 sec): 3 clusters
  Score: Raw -5621495.352511 + Penalty 3516.648867 = -5617978.703644
  nChanged 6
		SP:Iteration 31Q (59627.900000 sec): 3 clusters
  Score: Raw -5621497.502797 + Penalty 3516.648867 = -5617980.853929
  nChanged 3
		SP:Iteration 32Q (59628.300000 sec): 3 clusters
  Score: Raw -5621498.162383 + Penalty 3516.648867 = -5617981.513516
  nChanged 2
		SP:Iteration 33Q (59628.790000 sec): 3 clusters
  Score: Raw -5621498.824270 + Penalty 3516.648867 = -5617982.175403
  nChanged 1
		SP:Iteration 34Q (59629.190000 sec): 3 clusters
  Score: Raw -5621499.646549 + Penalty 3516.648867 = -5617982.997682
  nChanged 5
		SP:Iteration 35Q (59629.600000 sec): 3 clusters
  Score: Raw -5621501.097467 + Penalty 3516.648867 = -5617984.448599
  nChanged 5
		SP:Iteration 36Q (59630.020000 sec): 3 clusters
  Score: Raw -5621502.892871 + Penalty 3516.648867 = -5617986.244004
  nChanged 5
		SP:Iteration 37Q (59630.430000 sec): 3 clusters
  Score: Raw -5621503.825429 + Penalty 3516.648867 = -5617987.176562
  nChanged 2
		SP:Iteration 38Q (59630.840000 sec): 3 clusters
  Score: Raw -5621504.492808 + Penalty 3516.648867 = -5617987.843940
  nChanged 0
		SP:Iteration 39F (59631.280000 sec): 3 clusters
  Score: Raw -5621504.492808 + Penalty 3516.648867 = -5617987.843940
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (92912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59631.830000 sec): 2 clusters
  Score: Raw -10941390.653962 + Penalty 1858.903814 = -10939531.750147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59632.530000 sec): 3 clusters
  Score: Raw -10880976.355409 + Penalty 3717.807628 = -10877258.547780
  nChanged 44475
		SP:Iteration 1F (59633.210000 sec): 3 clusters
  Score: Raw -10906529.989919 + Penalty 3717.807628 = -10902812.182291
  nChanged 2841
		SP:Iteration 2Q (59633.900000 sec): 3 clusters
  Score: Raw -10907181.349272 + Penalty 3717.807628 = -10903463.541644
  nChanged 2929
		SP:Iteration 3Q (59634.590000 sec): 3 clusters
  Score: Raw -10907898.925364 + Penalty 3717.807628 = -10904181.117735
  nChanged 3102
		SP:Iteration 4Q (59635.310000 sec): 3 clusters
  Score: Raw -10908698.152993 + Penalty 3717.807628 = -10904980.345365
  nChanged 3278
		SP:Iteration 5Q (59635.980000 sec): 3 clusters
  Score: Raw -10909687.681961 + Penalty 3717.807628 = -10905969.874332
  nChanged 3864
		SP:Iteration 6Q (59636.620000 sec): 3 clusters
  Score: Raw -10911191.837644 + Penalty 3717.807628 = -10907474.030016
  nChanged 4895
		SP:Iteration 7F (59637.200000 sec): 3 clusters
  Score: Raw -10913668.871627 + Penalty 3717.807628 = -10909951.063998
  nChanged 5960
		SP:Iteration 8F (59637.830000 sec): 3 clusters
  Score: Raw -10917483.272154 + Penalty 3717.807628 = -10913765.464525
  nChanged 6576
		SP:Iteration 9F (59638.500000 sec): 3 clusters
  Score: Raw -10922298.836197 + Penalty 3717.807628 = -10918581.028569
  nChanged 6179
		SP:Iteration 10F (59639.180000 sec): 3 clusters
  Score: Raw -10927375.181840 + Penalty 3717.807628 = -10923657.374212
  nChanged 4995
		SP:Iteration 11F (59639.770000 sec): 3 clusters
  Score: Raw -10931789.958959 + Penalty 3717.807628 = -10928072.151331
  nChanged 3496
		SP:Iteration 12Q (59640.530000 sec): 3 clusters
  Score: Raw -10934777.934253 + Penalty 3717.807628 = -10931060.126624
  nChanged 2398
		SP:Iteration 13Q (59641.160000 sec): 3 clusters
  Score: Raw -10936606.122974 + Penalty 3717.807628 = -10932888.315346
  nChanged 1729
		SP:Iteration 14Q (59641.770000 sec): 3 clusters
  Score: Raw -10937803.007474 + Penalty 3717.807628 = -10934085.199846
  nChanged 1262
		SP:Iteration 15Q (59642.370000 sec): 3 clusters
  Score: Raw -10938612.718863 + Penalty 3717.807628 = -10934894.911234
  nChanged 984
		SP:Iteration 16Q (59642.950000 sec): 3 clusters
  Score: Raw -10939220.323029 + Penalty 3717.807628 = -10935502.515401
  nChanged 783
		SP:Iteration 17Q (59643.530000 sec): 3 clusters
  Score: Raw -10939697.445996 + Penalty 3717.807628 = -10935979.638367
  nChanged 651
		SP:Iteration 18Q (59644.110000 sec): 3 clusters
  Score: Raw -10940068.509265 + Penalty 3717.807628 = -10936350.701637
  nChanged 531
		SP:Iteration 19Q (59644.770000 sec): 3 clusters
  Score: Raw -10940359.643800 + Penalty 3717.807628 = -10936641.836172
  nChanged 457
		SP:Iteration 20F (59645.390000 sec): 3 clusters
  Score: Raw -10940608.921928 + Penalty 3717.807628 = -10936891.114300
  nChanged 372
		SP:Iteration 21Q (59645.960000 sec): 3 clusters
  Score: Raw -10940802.271431 + Penalty 3717.807628 = -10937084.463802
  nChanged 314
		SP:Iteration 22Q (59646.560000 sec): 3 clusters
  Score: Raw -10940965.129250 + Penalty 3717.807628 = -10937247.321621
  nChanged 231
		SP:Iteration 23Q (59647.060000 sec): 3 clusters
  Score: Raw -10941070.683923 + Penalty 3717.807628 = -10937352.876294
  nChanged 179
		SP:Iteration 24Q (59647.590000 sec): 3 clusters
  Score: Raw -10941143.701449 + Penalty 3717.807628 = -10937425.893821
  nChanged 143
		SP:Iteration 25Q (59648.110000 sec): 3 clusters
  Score: Raw -10941196.392246 + Penalty 3717.807628 = -10937478.584617
  nChanged 128
		SP:Iteration 26Q (59648.690000 sec): 3 clusters
  Score: Raw -10941240.156869 + Penalty 3717.807628 = -10937522.349241
  nChanged 104
		SP:Iteration 27Q (59649.250000 sec): 3 clusters
  Score: Raw -10941276.050912 + Penalty 3717.807628 = -10937558.243284
  nChanged 89
		SP:Iteration 28Q (59649.860000 sec): 3 clusters
  Score: Raw -10941307.496250 + Penalty 3717.807628 = -10937589.688622
  nChanged 83
		SP:Iteration 29Q (59650.490000 sec): 3 clusters
  Score: Raw -10941342.922066 + Penalty 3717.807628 = -10937625.114437
  nChanged 81
		SP:Iteration 30Q (59651.100000 sec): 3 clusters
  Score: Raw -10941379.350559 + Penalty 3717.807628 = -10937661.542930
  nChanged 78
		SP:Iteration 31Q (59651.690000 sec): 3 clusters
  Score: Raw -10941407.083433 + Penalty 3717.807628 = -10937689.275804
  nChanged 53
		SP:Iteration 32Q (59652.250000 sec): 3 clusters
  Score: Raw -10941427.990095 + Penalty 3717.807628 = -10937710.182467
  nChanged 70
		SP:Iteration 33Q (59652.810000 sec): 3 clusters
  Score: Raw -10941456.357705 + Penalty 3717.807628 = -10937738.550077
  nChanged 61
		SP:Iteration 34Q (59653.410000 sec): 3 clusters
  Score: Raw -10941484.265902 + Penalty 3717.807628 = -10937766.458273
  nChanged 61
		SP:Iteration 35Q (59654.080000 sec): 3 clusters
  Score: Raw -10941511.150825 + Penalty 3717.807628 = -10937793.343197
  nChanged 45
		SP:Iteration 36Q (59654.680000 sec): 3 clusters
  Score: Raw -10941527.443896 + Penalty 3717.807628 = -10937809.636268
  nChanged 42
		SP:Iteration 37Q (59655.330000 sec): 3 clusters
  Score: Raw -10941544.409563 + Penalty 3717.807628 = -10937826.601934
  nChanged 41
		SP:Iteration 38Q (59655.940000 sec): 3 clusters
  Score: Raw -10941560.158626 + Penalty 3717.807628 = -10937842.350998
  nChanged 32
		SP:Iteration 39Q (59656.550000 sec): 3 clusters
  Score: Raw -10941572.128804 + Penalty 3717.807628 = -10937854.321175
  nChanged 27
		SP:Iteration 40F (59657.310000 sec): 3 clusters
  Score: Raw -10941581.076449 + Penalty 3717.807628 = -10937863.268820
  nChanged 19
		SP:Iteration 41Q (59657.910000 sec): 3 clusters
  Score: Raw -10941589.659376 + Penalty 3717.807628 = -10937871.851747
  nChanged 23
		SP:Iteration 42Q (59658.550000 sec): 3 clusters
  Score: Raw -10941597.551902 + Penalty 3717.807628 = -10937879.744273
  nChanged 12
		SP:Iteration 43Q (59659.150000 sec): 3 clusters
  Score: Raw -10941601.415047 + Penalty 3717.807628 = -10937883.607418
  nChanged 9
		SP:Iteration 44Q (59659.740000 sec): 3 clusters
  Score: Raw -10941604.742085 + Penalty 3717.807628 = -10937886.934456
  nChanged 11
		SP:Iteration 45Q (59660.260000 sec): 3 clusters
  Score: Raw -10941609.265318 + Penalty 3717.807628 = -10937891.457690
  nChanged 12
		SP:Iteration 46Q (59660.790000 sec): 3 clusters
  Score: Raw -10941614.877919 + Penalty 3717.807628 = -10937897.070291
  nChanged 13
		SP:Iteration 47Q (59661.300000 sec): 3 clusters
  Score: Raw -10941621.023008 + Penalty 3717.807628 = -10937903.215379
  nChanged 18
		SP:Iteration 48Q (59661.820000 sec): 3 clusters
  Score: Raw -10941629.902133 + Penalty 3717.807628 = -10937912.094504
  nChanged 16
		SP:Iteration 49Q (59662.370000 sec): 3 clusters
  Score: Raw -10941635.666232 + Penalty 3717.807628 = -10937917.858603
  nChanged 8
		SP:Iteration 50Q (59662.930000 sec): 3 clusters
  Score: Raw -10941639.055975 + Penalty 3717.807628 = -10937921.248347
  nChanged 4
		SP:Iteration 51Q (59663.450000 sec): 3 clusters
  Score: Raw -10941641.315232 + Penalty 3717.807628 = -10937923.507604
  nChanged 6
		SP:Iteration 52Q (59664.080000 sec): 3 clusters
  Score: Raw -10941644.274292 + Penalty 3717.807628 = -10937926.466663
  nChanged 6
		SP:Iteration 53Q (59664.650000 sec): 3 clusters
  Score: Raw -10941647.565792 + Penalty 3717.807628 = -10937929.758164
  nChanged 7
		SP:Iteration 54Q (59665.260000 sec): 3 clusters
  Score: Raw -10941651.639753 + Penalty 3717.807628 = -10937933.832124
  nChanged 10
		SP:Iteration 55Q (59665.930000 sec): 3 clusters
  Score: Raw -10941657.550685 + Penalty 3717.807628 = -10937939.743057
  nChanged 12
		SP:Iteration 56Q (59666.510000 sec): 3 clusters
  Score: Raw -10941662.783920 + Penalty 3717.807628 = -10937944.976291
  nChanged 12
		SP:Iteration 57Q (59667.060000 sec): 3 clusters
  Score: Raw -10941667.401141 + Penalty 3717.807628 = -10937949.593512
  nChanged 8
		SP:Iteration 58Q (59667.670000 sec): 3 clusters
  Score: Raw -10941671.189417 + Penalty 3717.807628 = -10937953.381788
  nChanged 7
		SP:Iteration 59Q (59668.260000 sec): 3 clusters
  Score: Raw -10941674.330801 + Penalty 3717.807628 = -10937956.523172
  nChanged 6
		SP:Iteration 60F (59668.910000 sec): 3 clusters
  Score: Raw -10941676.314393 + Penalty 3717.807628 = -10937958.506765
  nChanged 7
		SP:Iteration 61Q (59669.500000 sec): 3 clusters
  Score: Raw -10941680.532462 + Penalty 3717.807628 = -10937962.724834
  nChanged 3
		SP:Iteration 62Q (59670.020000 sec): 3 clusters
  Score: Raw -10941681.671904 + Penalty 3717.807628 = -10937963.864276
  nChanged 4
		SP:Iteration 63Q (59670.590000 sec): 3 clusters
  Score: Raw -10941683.093554 + Penalty 3717.807628 = -10937965.285926
  nChanged 2
		SP:Iteration 64Q (59671.190000 sec): 3 clusters
  Score: Raw -10941683.708372 + Penalty 3717.807628 = -10937965.900743
  nChanged 1
		SP:Iteration 65Q (59671.740000 sec): 3 clusters
  Score: Raw -10941683.922945 + Penalty 3717.807628 = -10937966.115317
  nChanged 0
		SP:Iteration 66F (59672.330000 sec): 3 clusters
  Score: Raw -10941683.922945 + Penalty 3717.807628 = -10937966.115317
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59672.460000 sec): 2 clusters
  Score: Raw -130175.817645 + Penalty 1185.997329 = -128989.820316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59672.640000 sec): 3 clusters
  Score: Raw -129619.793048 + Penalty 2371.994658 = -127247.798390
  nChanged 478
		SP:Iteration 1F (59672.940000 sec): 3 clusters
  Score: Raw -130008.031888 + Penalty 2371.994658 = -127636.037230
  nChanged 136
		SP:Iteration 2F (59673.080000 sec): 3 clusters
  Score: Raw -130170.333985 + Penalty 2371.994658 = -127798.339327
  nChanged 88
		SP:Iteration 3F (59673.250000 sec): 3 clusters
  Score: Raw -130275.064173 + Penalty 2371.994658 = -127903.069515
  nChanged 72
		SP:Iteration 4Q (59673.430000 sec): 3 clusters
  Score: Raw -130357.263938 + Penalty 2371.994658 = -127985.269280
  nChanged 57
		SP:Iteration 5Q (59673.670000 sec): 3 clusters
  Score: Raw -130450.294843 + Penalty 2371.994658 = -128078.300185
  nChanged 67
		SP:Iteration 6Q (59673.920000 sec): 3 clusters
  Score: Raw -130544.784426 + Penalty 2371.994658 = -128172.789768
  nChanged 69
		SP:Iteration 7Q (59674.170000 sec): 3 clusters
  Score: Raw -130654.131742 + Penalty 2371.994658 = -128282.137084
  nChanged 67
		SP:Iteration 8Q (59674.330000 sec): 3 clusters
  Score: Raw -130735.641280 + Penalty 2371.994658 = -128363.646622
  nChanged 47
		SP:Iteration 9Q (59674.510000 sec): 3 clusters
  Score: Raw -130795.111421 + Penalty 2371.994658 = -128423.116763
  nChanged 43
		SP:Iteration 10Q (59674.690000 sec): 3 clusters
  Score: Raw -130848.579573 + Penalty 2371.994658 = -128476.584915
  nChanged 33
		SP:Iteration 11Q (59674.900000 sec): 3 clusters
  Score: Raw -130885.032875 + Penalty 2371.994658 = -128513.038217
  nChanged 29
		SP:Iteration 12Q (59675.070000 sec): 3 clusters
  Score: Raw -130912.386767 + Penalty 2371.994658 = -128540.392109
  nChanged 23
		SP:Iteration 13Q (59675.310000 sec): 3 clusters
  Score: Raw -130941.940484 + Penalty 2371.994658 = -128569.945826
  nChanged 22
		SP:Iteration 14Q (59675.490000 sec): 3 clusters
  Score: Raw -130964.915395 + Penalty 2371.994658 = -128592.920737
  nChanged 16
		SP:Iteration 15Q (59675.710000 sec): 3 clusters
  Score: Raw -130983.909692 + Penalty 2371.994658 = -128611.915034
  nChanged 11
		SP:Iteration 16Q (59675.900000 sec): 3 clusters
  Score: Raw -130998.890526 + Penalty 2371.994658 = -128626.895868
  nChanged 16
		SP:Iteration 17Q (59676.050000 sec): 3 clusters
  Score: Raw -131020.419117 + Penalty 2371.994658 = -128648.424459
  nChanged 19
		SP:Iteration 18Q (59676.230000 sec): 3 clusters
  Score: Raw -131038.222565 + Penalty 2371.994658 = -128666.227907
  nChanged 10
		SP:Iteration 19Q (59676.360000 sec): 3 clusters
  Score: Raw -131045.509961 + Penalty 2371.994658 = -128673.515303
  nChanged 5
		SP:Iteration 20F (59676.550000 sec): 3 clusters
  Score: Raw -131048.621385 + Penalty 2371.994658 = -128676.626727
  nChanged 4
		SP:Iteration 21Q (59676.740000 sec): 3 clusters
  Score: Raw -131051.186273 + Penalty 2371.994658 = -128679.191615
  nChanged 3
		SP:Iteration 22Q (59676.920000 sec): 3 clusters
  Score: Raw -131053.422568 + Penalty 2371.994658 = -128681.427910
  nChanged 2
		SP:Iteration 23Q (59677.110000 sec): 3 clusters
  Score: Raw -131055.829338 + Penalty 2371.994658 = -128683.834680
  nChanged 4
		SP:Iteration 24Q (59677.290000 sec): 3 clusters
  Score: Raw -131059.341421 + Penalty 2371.994658 = -128687.346764
  nChanged 4
		SP:Iteration 25Q (59677.430000 sec): 3 clusters
  Score: Raw -131061.862699 + Penalty 2371.994658 = -128689.868041
  nChanged 2
		SP:Iteration 26Q (59677.570000 sec): 3 clusters
  Score: Raw -131063.227804 + Penalty 2371.994658 = -128691.233146
  nChanged 2
		SP:Iteration 27Q (59677.790000 sec): 3 clusters
  Score: Raw -131064.117248 + Penalty 2371.994658 = -128692.122590
  nChanged 0
		SP:Iteration 28F (59677.910000 sec): 3 clusters
  Score: Raw -131064.117248 + Penalty 2371.994658 = -128692.122590
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59678.070000 sec): 2 clusters
  Score: Raw -963155.894668 + Penalty 1475.278331 = -961680.616337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59678.330000 sec): 3 clusters
  Score: Raw -958253.000295 + Penalty 2950.556661 = -955302.443634
  nChanged 3771
		SP:Iteration 1F (59678.570000 sec): 3 clusters
  Score: Raw -960238.894273 + Penalty 2950.556661 = -957288.337612
  nChanged 572
		SP:Iteration 2F (59678.790000 sec): 3 clusters
  Score: Raw -960547.399705 + Penalty 2950.556661 = -957596.843043
  nChanged 520
		SP:Iteration 3F (59679.020000 sec): 3 clusters
  Score: Raw -960876.332764 + Penalty 2950.556661 = -957925.776103
  nChanged 517
		SP:Iteration 4F (59679.230000 sec): 3 clusters
  Score: Raw -961182.331431 + Penalty 2950.556661 = -958231.774769
  nChanged 490
		SP:Iteration 5F (59679.450000 sec): 3 clusters
  Score: Raw -961471.333846 + Penalty 2950.556661 = -958520.777185
  nChanged 464
		SP:Iteration 6F (59679.640000 sec): 3 clusters
  Score: Raw -961754.720099 + Penalty 2950.556661 = -958804.163438
  nChanged 429
		SP:Iteration 7Q (59679.900000 sec): 3 clusters
  Score: Raw -962021.889477 + Penalty 2950.556661 = -959071.332816
  nChanged 362
		SP:Iteration 8Q (59680.120000 sec): 3 clusters
  Score: Raw -962237.359123 + Penalty 2950.556661 = -959286.802461
  nChanged 308
		SP:Iteration 9Q (59680.310000 sec): 3 clusters
  Score: Raw -962408.914978 + Penalty 2950.556661 = -959458.358317
  nChanged 264
		SP:Iteration 10Q (59680.570000 sec): 3 clusters
  Score: Raw -962553.510872 + Penalty 2950.556661 = -959602.954211
  nChanged 227
		SP:Iteration 11Q (59680.810000 sec): 3 clusters
  Score: Raw -962672.908406 + Penalty 2950.556661 = -959722.351745
  nChanged 192
		SP:Iteration 12Q (59681.000000 sec): 3 clusters
  Score: Raw -962770.172964 + Penalty 2950.556661 = -959819.616303
  nChanged 164
		SP:Iteration 13Q (59681.230000 sec): 3 clusters
  Score: Raw -962849.547576 + Penalty 2950.556661 = -959898.990914
  nChanged 138
		SP:Iteration 14Q (59681.430000 sec): 3 clusters
  Score: Raw -962907.663320 + Penalty 2950.556661 = -959957.106659
  nChanged 127
		SP:Iteration 15Q (59681.630000 sec): 3 clusters
  Score: Raw -962957.477608 + Penalty 2950.556661 = -960006.920947
  nChanged 108
		SP:Iteration 16Q (59681.850000 sec): 3 clusters
  Score: Raw -962999.760607 + Penalty 2950.556661 = -960049.203946
  nChanged 104
		SP:Iteration 17Q (59682.080000 sec): 3 clusters
  Score: Raw -963031.590991 + Penalty 2950.556661 = -960081.034330
  nChanged 94
		SP:Iteration 18Q (59682.290000 sec): 3 clusters
  Score: Raw -963060.398751 + Penalty 2950.556661 = -960109.842090
  nChanged 78
		SP:Iteration 19Q (59682.530000 sec): 3 clusters
  Score: Raw -963087.881731 + Penalty 2950.556661 = -960137.325070
  nChanged 74
		SP:Iteration 20F (59682.780000 sec): 3 clusters
  Score: Raw -963108.873319 + Penalty 2950.556661 = -960158.316658
  nChanged 56
		SP:Iteration 21Q (59682.970000 sec): 3 clusters
  Score: Raw -963126.191516 + Penalty 2950.556661 = -960175.634855
  nChanged 63
		SP:Iteration 22Q (59683.240000 sec): 3 clusters
  Score: Raw -963147.809541 + Penalty 2950.556661 = -960197.252879
  nChanged 64
		SP:Iteration 23Q (59683.420000 sec): 3 clusters
  Score: Raw -963173.430832 + Penalty 2950.556661 = -960222.874170
  nChanged 57
		SP:Iteration 24Q (59683.740000 sec): 3 clusters
  Score: Raw -963192.399177 + Penalty 2950.556661 = -960241.842515
  nChanged 52
		SP:Iteration 25Q (59684.010000 sec): 3 clusters
  Score: Raw -963209.039821 + Penalty 2950.556661 = -960258.483160
  nChanged 61
		SP:Iteration 26Q (59684.230000 sec): 3 clusters
  Score: Raw -963229.565923 + Penalty 2950.556661 = -960279.009262
  nChanged 58
		SP:Iteration 27Q (59684.450000 sec): 3 clusters
  Score: Raw -963251.080634 + Penalty 2950.556661 = -960300.523972
  nChanged 55
		SP:Iteration 28Q (59684.670000 sec): 3 clusters
  Score: Raw -963270.016429 + Penalty 2950.556661 = -960319.459768
  nChanged 55
		SP:Iteration 29Q (59684.900000 sec): 3 clusters
  Score: Raw -963286.615313 + Penalty 2950.556661 = -960336.058651
  nChanged 42
		SP:Iteration 30Q (59685.100000 sec): 3 clusters
  Score: Raw -963299.978031 + Penalty 2950.556661 = -960349.421370
  nChanged 46
		SP:Iteration 31Q (59685.240000 sec): 3 clusters
  Score: Raw -963315.376627 + Penalty 2950.556661 = -960364.819966
  nChanged 45
		SP:Iteration 32Q (59685.430000 sec): 3 clusters
  Score: Raw -963330.624843 + Penalty 2950.556661 = -960380.068182
  nChanged 37
		SP:Iteration 33Q (59685.630000 sec): 3 clusters
  Score: Raw -963342.252770 + Penalty 2950.556661 = -960391.696109
  nChanged 38
		SP:Iteration 34Q (59685.800000 sec): 3 clusters
  Score: Raw -963354.397577 + Penalty 2950.556661 = -960403.840915
  nChanged 33
		SP:Iteration 35Q (59686.050000 sec): 3 clusters
  Score: Raw -963365.600047 + Penalty 2950.556661 = -960415.043385
  nChanged 39
		SP:Iteration 36Q (59686.270000 sec): 3 clusters
  Score: Raw -963377.966463 + Penalty 2950.556661 = -960427.409802
  nChanged 21
		SP:Iteration 37Q (59686.460000 sec): 3 clusters
  Score: Raw -963383.701796 + Penalty 2950.556661 = -960433.145134
  nChanged 19
		SP:Iteration 38Q (59686.690000 sec): 3 clusters
  Score: Raw -963388.564001 + Penalty 2950.556661 = -960438.007340
  nChanged 18
		SP:Iteration 39Q (59686.930000 sec): 3 clusters
  Score: Raw -963392.776795 + Penalty 2950.556661 = -960442.220133
  nChanged 24
		SP:Iteration 40F (59687.140000 sec): 3 clusters
  Score: Raw -963402.034737 + Penalty 2950.556661 = -960451.478076
  nChanged 26
		SP:Iteration 41Q (59687.390000 sec): 3 clusters
  Score: Raw -963410.411614 + Penalty 2950.556661 = -960459.854953
  nChanged 22
		SP:Iteration 42Q (59687.680000 sec): 3 clusters
  Score: Raw -963417.151840 + Penalty 2950.556661 = -960466.595179
  nChanged 21
		SP:Iteration 43Q (59687.860000 sec): 3 clusters
  Score: Raw -963423.613279 + Penalty 2950.556661 = -960473.056618
  nChanged 20
		SP:Iteration 44Q (59688.100000 sec): 3 clusters
  Score: Raw -963428.238450 + Penalty 2950.556661 = -960477.681789
  nChanged 16
		SP:Iteration 45Q (59688.370000 sec): 3 clusters
  Score: Raw -963431.711433 + Penalty 2950.556661 = -960481.154772
  nChanged 17
		SP:Iteration 46Q (59688.560000 sec): 3 clusters
  Score: Raw -963436.673556 + Penalty 2950.556661 = -960486.116895
  nChanged 27
		SP:Iteration 47Q (59688.780000 sec): 3 clusters
  Score: Raw -963445.615971 + Penalty 2950.556661 = -960495.059309
  nChanged 27
		SP:Iteration 48Q (59689.030000 sec): 3 clusters
  Score: Raw -963453.224982 + Penalty 2950.556661 = -960502.668320
  nChanged 19
		SP:Iteration 49Q (59689.310000 sec): 3 clusters
  Score: Raw -963460.101626 + Penalty 2950.556661 = -960509.544964
  nChanged 14
		SP:Iteration 50Q (59689.510000 sec): 3 clusters
  Score: Raw -963464.605886 + Penalty 2950.556661 = -960514.049225
  nChanged 11
		SP:Iteration 51Q (59689.710000 sec): 3 clusters
  Score: Raw -963467.946526 + Penalty 2950.556661 = -960517.389865
  nChanged 10
		SP:Iteration 52Q (59689.920000 sec): 3 clusters
  Score: Raw -963470.097270 + Penalty 2950.556661 = -960519.540609
  nChanged 6
		SP:Iteration 53Q (59690.140000 sec): 3 clusters
  Score: Raw -963471.131531 + Penalty 2950.556661 = -960520.574870
  nChanged 2
		SP:Iteration 54Q (59690.380000 sec): 3 clusters
  Score: Raw -963471.322342 + Penalty 2950.556661 = -960520.765680
  nChanged 1
		SP:Iteration 55Q (59690.600000 sec): 3 clusters
  Score: Raw -963471.384001 + Penalty 2950.556661 = -960520.827340
  nChanged 0
		SP:Iteration 56F (59690.830000 sec): 3 clusters
  Score: Raw -963471.384001 + Penalty 2950.556661 = -960520.827340
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59691.010000 sec): 2 clusters
  Score: Raw -793198.658258 + Penalty 1445.717799 = -791752.940459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59691.180000 sec): 3 clusters
  Score: Raw -789142.248265 + Penalty 2891.435598 = -786250.812667
  nChanged 3089
		SP:Iteration 1F (59691.450000 sec): 3 clusters
  Score: Raw -790866.878064 + Penalty 2891.435598 = -787975.442465
  nChanged 505
		SP:Iteration 2F (59691.590000 sec): 3 clusters
  Score: Raw -791129.240143 + Penalty 2891.435598 = -788237.804544
  nChanged 433
		SP:Iteration 3F (59691.810000 sec): 3 clusters
  Score: Raw -791359.411172 + Penalty 2891.435598 = -788467.975574
  nChanged 366
		SP:Iteration 4F (59692.050000 sec): 3 clusters
  Score: Raw -791559.184814 + Penalty 2891.435598 = -788667.749216
  nChanged 334
		SP:Iteration 5Q (59692.240000 sec): 3 clusters
  Score: Raw -791732.264072 + Penalty 2891.435598 = -788840.828474
  nChanged 317
		SP:Iteration 6Q (59692.420000 sec): 3 clusters
  Score: Raw -791923.570803 + Penalty 2891.435598 = -789032.135205
  nChanged 301
		SP:Iteration 7Q (59692.610000 sec): 3 clusters
  Score: Raw -792101.485817 + Penalty 2891.435598 = -789210.050219
  nChanged 248
		SP:Iteration 8Q (59692.790000 sec): 3 clusters
  Score: Raw -792242.402582 + Penalty 2891.435598 = -789350.966983
  nChanged 226
		SP:Iteration 9Q (59693.000000 sec): 3 clusters
  Score: Raw -792387.338817 + Penalty 2891.435598 = -789495.903219
  nChanged 224
		SP:Iteration 10Q (59693.170000 sec): 3 clusters
  Score: Raw -792529.534451 + Penalty 2891.435598 = -789638.098853
  nChanged 211
		SP:Iteration 11Q (59693.410000 sec): 3 clusters
  Score: Raw -792660.587154 + Penalty 2891.435598 = -789769.151556
  nChanged 190
		SP:Iteration 12Q (59693.660000 sec): 3 clusters
  Score: Raw -792769.415517 + Penalty 2891.435598 = -789877.979919
  nChanged 163
		SP:Iteration 13Q (59693.900000 sec): 3 clusters
  Score: Raw -792860.928061 + Penalty 2891.435598 = -789969.492463
  nChanged 129
		SP:Iteration 14Q (59694.140000 sec): 3 clusters
  Score: Raw -792923.819789 + Penalty 2891.435598 = -790032.384191
  nChanged 117
		SP:Iteration 15Q (59694.370000 sec): 3 clusters
  Score: Raw -792977.276165 + Penalty 2891.435598 = -790085.840567
  nChanged 99
		SP:Iteration 16Q (59694.580000 sec): 3 clusters
  Score: Raw -793024.506173 + Penalty 2891.435598 = -790133.070575
  nChanged 109
		SP:Iteration 17Q (59694.820000 sec): 3 clusters
  Score: Raw -793076.180381 + Penalty 2891.435598 = -790184.744783
  nChanged 82
		SP:Iteration 18Q (59695.050000 sec): 3 clusters
  Score: Raw -793111.777178 + Penalty 2891.435598 = -790220.341580
  nChanged 72
		SP:Iteration 19Q (59695.300000 sec): 3 clusters
  Score: Raw -793141.809480 + Penalty 2891.435598 = -790250.373882
  nChanged 64
		SP:Iteration 20F (59695.500000 sec): 3 clusters
  Score: Raw -793174.626171 + Penalty 2891.435598 = -790283.190573
  nChanged 62
		SP:Iteration 21Q (59695.690000 sec): 3 clusters
  Score: Raw -793210.038873 + Penalty 2891.435598 = -790318.603275
  nChanged 52
		SP:Iteration 22Q (59695.930000 sec): 3 clusters
  Score: Raw -793243.093188 + Penalty 2891.435598 = -790351.657590
  nChanged 67
		SP:Iteration 23Q (59696.160000 sec): 3 clusters
  Score: Raw -793276.477396 + Penalty 2891.435598 = -790385.041798
  nChanged 56
		SP:Iteration 24Q (59696.370000 sec): 3 clusters
  Score: Raw -793301.208535 + Penalty 2891.435598 = -790409.772937
  nChanged 36
		SP:Iteration 25Q (59696.600000 sec): 3 clusters
  Score: Raw -793317.403118 + Penalty 2891.435598 = -790425.967520
  nChanged 36
		SP:Iteration 26Q (59696.820000 sec): 3 clusters
  Score: Raw -793339.778551 + Penalty 2891.435598 = -790448.342953
  nChanged 44
		SP:Iteration 27Q (59697.040000 sec): 3 clusters
  Score: Raw -793367.285060 + Penalty 2891.435598 = -790475.849462
  nChanged 42
		SP:Iteration 28Q (59697.270000 sec): 3 clusters
  Score: Raw -793392.273570 + Penalty 2891.435598 = -790500.837971
  nChanged 42
		SP:Iteration 29Q (59697.440000 sec): 3 clusters
  Score: Raw -793415.284588 + Penalty 2891.435598 = -790523.848989
  nChanged 38
		SP:Iteration 30Q (59697.630000 sec): 3 clusters
  Score: Raw -793436.988495 + Penalty 2891.435598 = -790545.552897
  nChanged 32
		SP:Iteration 31Q (59697.840000 sec): 3 clusters
  Score: Raw -793455.700969 + Penalty 2891.435598 = -790564.265371
  nChanged 23
		SP:Iteration 32Q (59698.030000 sec): 3 clusters
  Score: Raw -793467.970496 + Penalty 2891.435598 = -790576.534898
  nChanged 24
		SP:Iteration 33Q (59698.280000 sec): 3 clusters
  Score: Raw -793482.428498 + Penalty 2891.435598 = -790590.992900
  nChanged 28
		SP:Iteration 34Q (59698.520000 sec): 3 clusters
  Score: Raw -793498.314444 + Penalty 2891.435598 = -790606.878846
  nChanged 23
		SP:Iteration 35Q (59698.730000 sec): 3 clusters
  Score: Raw -793510.766828 + Penalty 2891.435598 = -790619.331230
  nChanged 17
		SP:Iteration 36Q (59698.920000 sec): 3 clusters
  Score: Raw -793519.459020 + Penalty 2891.435598 = -790628.023422
  nChanged 16
		SP:Iteration 37Q (59699.110000 sec): 3 clusters
  Score: Raw -793527.753432 + Penalty 2891.435598 = -790636.317834
  nChanged 19
		SP:Iteration 38Q (59699.360000 sec): 3 clusters
  Score: Raw -793538.367403 + Penalty 2891.435598 = -790646.931805
  nChanged 21
		SP:Iteration 39Q (59699.540000 sec): 3 clusters
  Score: Raw -793549.424962 + Penalty 2891.435598 = -790657.989364
  nChanged 17
		SP:Iteration 40F (59699.760000 sec): 3 clusters
  Score: Raw -793559.350107 + Penalty 2891.435598 = -790667.914509
  nChanged 9
		SP:Iteration 41Q (59699.960000 sec): 3 clusters
  Score: Raw -793564.161952 + Penalty 2891.435598 = -790672.726354
  nChanged 11
		SP:Iteration 42Q (59700.190000 sec): 3 clusters
  Score: Raw -793569.776766 + Penalty 2891.435598 = -790678.341168
  nChanged 8
		SP:Iteration 43Q (59700.460000 sec): 3 clusters
  Score: Raw -793574.670835 + Penalty 2891.435598 = -790683.235236
  nChanged 9
		SP:Iteration 44Q (59700.670000 sec): 3 clusters
  Score: Raw -793578.670037 + Penalty 2891.435598 = -790687.234438
  nChanged 6
		SP:Iteration 45Q (59700.910000 sec): 3 clusters
  Score: Raw -793581.871081 + Penalty 2891.435598 = -790690.435483
  nChanged 6
		SP:Iteration 46Q (59701.090000 sec): 3 clusters
  Score: Raw -793583.251256 + Penalty 2891.435598 = -790691.815658
  nChanged 2
		SP:Iteration 47Q (59701.310000 sec): 3 clusters
  Score: Raw -793583.679066 + Penalty 2891.435598 = -790692.243468
  nChanged 0
		SP:Iteration 48F (59701.520000 sec): 3 clusters
  Score: Raw -793583.679066 + Penalty 2891.435598 = -790692.243468
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (186144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59702.410000 sec): 2 clusters
  Score: Raw -19524101.932044 + Penalty 1971.819825 = -19522130.112219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59703.450000 sec): 3 clusters
  Score: Raw -19400926.347924 + Penalty 3943.639650 = -19396982.708274
  nChanged 90380
		SP:Iteration 1F (59704.380000 sec): 3 clusters
  Score: Raw -19456662.614908 + Penalty 3943.639650 = -19452718.975258
  nChanged 8525
		SP:Iteration 2Q (59705.480000 sec): 3 clusters
  Score: Raw -19460067.164638 + Penalty 3943.639650 = -19456123.524988
  nChanged 10005
		SP:Iteration 3F (59706.530000 sec): 3 clusters
  Score: Raw -19465038.821717 + Penalty 3943.639650 = -19461095.182067
  nChanged 11635
		SP:Iteration 4F (59707.640000 sec): 3 clusters
  Score: Raw -19471963.962137 + Penalty 3943.639650 = -19468020.322487
  nChanged 12947
		SP:Iteration 5F (59708.790000 sec): 3 clusters
  Score: Raw -19481111.317946 + Penalty 3943.639650 = -19477167.678296
  nChanged 13673
		SP:Iteration 6F (59709.850000 sec): 3 clusters
  Score: Raw -19492138.184339 + Penalty 3943.639650 = -19488194.544689
  nChanged 13138
		SP:Iteration 7F (59710.880000 sec): 3 clusters
  Score: Raw -19503996.402906 + Penalty 3943.639650 = -19500052.763256
  nChanged 10639
		SP:Iteration 8F (59711.920000 sec): 3 clusters
  Score: Raw -19514020.572746 + Penalty 3943.639650 = -19510076.933096
  nChanged 6664
		SP:Iteration 9Q (59712.960000 sec): 3 clusters
  Score: Raw -19520143.214116 + Penalty 3943.639650 = -19516199.574466
  nChanged 3290
		SP:Iteration 10Q (59713.960000 sec): 3 clusters
  Score: Raw -19523032.534531 + Penalty 3943.639650 = -19519088.894880
  nChanged 1453
		SP:Iteration 11Q (59714.900000 sec): 3 clusters
  Score: Raw -19524179.206248 + Penalty 3943.639650 = -19520235.566598
  nChanged 744
		SP:Iteration 12Q (59715.810000 sec): 3 clusters
  Score: Raw -19524697.163216 + Penalty 3943.639650 = -19520753.523566
  nChanged 429
		SP:Iteration 13Q (59716.720000 sec): 3 clusters
  Score: Raw -19524921.785954 + Penalty 3943.639650 = -19520978.146304
  nChanged 269
		SP:Iteration 14Q (59717.630000 sec): 3 clusters
  Score: Raw -19525030.032870 + Penalty 3943.639650 = -19521086.393220
  nChanged 186
		SP:Iteration 15Q (59718.510000 sec): 3 clusters
  Score: Raw -19525099.175971 + Penalty 3943.639650 = -19521155.536321
  nChanged 141
		SP:Iteration 16Q (59719.410000 sec): 3 clusters
  Score: Raw -19525141.706326 + Penalty 3943.639650 = -19521198.066676
  nChanged 99
		SP:Iteration 17Q (59720.340000 sec): 3 clusters
  Score: Raw -19525171.447884 + Penalty 3943.639650 = -19521227.808234
  nChanged 72
		SP:Iteration 18Q (59721.240000 sec): 3 clusters
  Score: Raw -19525189.471663 + Penalty 3943.639650 = -19521245.832013
  nChanged 71
		SP:Iteration 19Q (59722.050000 sec): 3 clusters
  Score: Raw -19525207.073387 + Penalty 3943.639650 = -19521263.433737
  nChanged 48
		SP:Iteration 20F (59723.010000 sec): 3 clusters
  Score: Raw -19525220.714685 + Penalty 3943.639650 = -19521277.075035
  nChanged 56
		SP:Iteration 21Q (59723.900000 sec): 3 clusters
  Score: Raw -19525233.358611 + Penalty 3943.639650 = -19521289.718960
  nChanged 45
		SP:Iteration 22Q (59724.860000 sec): 3 clusters
  Score: Raw -19525243.360515 + Penalty 3943.639650 = -19521299.720865
  nChanged 40
		SP:Iteration 23Q (59725.750000 sec): 3 clusters
  Score: Raw -19525251.576529 + Penalty 3943.639650 = -19521307.936879
  nChanged 34
		SP:Iteration 24Q (59726.620000 sec): 3 clusters
  Score: Raw -19525258.126550 + Penalty 3943.639650 = -19521314.486900
  nChanged 31
		SP:Iteration 25Q (59727.480000 sec): 3 clusters
  Score: Raw -19525264.011358 + Penalty 3943.639650 = -19521320.371708
  nChanged 25
		SP:Iteration 26Q (59728.310000 sec): 3 clusters
  Score: Raw -19525268.582622 + Penalty 3943.639650 = -19521324.942971
  nChanged 22
		SP:Iteration 27Q (59729.210000 sec): 3 clusters
  Score: Raw -19525273.456438 + Penalty 3943.639650 = -19521329.816787
  nChanged 26
		SP:Iteration 28Q (59730.120000 sec): 3 clusters
  Score: Raw -19525278.225535 + Penalty 3943.639650 = -19521334.585885
  nChanged 13
		SP:Iteration 29Q (59731.050000 sec): 3 clusters
  Score: Raw -19525280.669584 + Penalty 3943.639650 = -19521337.029934
  nChanged 12
		SP:Iteration 30Q (59731.870000 sec): 3 clusters
  Score: Raw -19525282.070749 + Penalty 3943.639650 = -19521338.431098
  nChanged 4
		SP:Iteration 31Q (59732.740000 sec): 3 clusters
  Score: Raw -19525282.510321 + Penalty 3943.639650 = -19521338.870671
  nChanged 3
		SP:Iteration 32Q (59733.530000 sec): 3 clusters
  Score: Raw -19525282.961042 + Penalty 3943.639650 = -19521339.321391
  nChanged 1
		SP:Iteration 33Q (59734.410000 sec): 3 clusters
  Score: Raw -19525283.065629 + Penalty 3943.639650 = -19521339.425979
  nChanged 1
		SP:Iteration 34Q (59735.240000 sec): 3 clusters
  Score: Raw -19525283.126734 + Penalty 3943.639650 = -19521339.487084
  nChanged 0
		SP:Iteration 35F (59736.230000 sec): 3 clusters
  Score: Raw -19525283.126734 + Penalty 3943.639650 = -19521339.487084
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (15330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59736.470000 sec): 2 clusters
  Score: Raw -1679010.090509 + Penalty 1566.104633 = -1677443.985876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59736.750000 sec): 3 clusters
  Score: Raw -1669954.417489 + Penalty 3132.209266 = -1666822.208223
  nChanged 6829
		SP:Iteration 1F (59737.030000 sec): 3 clusters
  Score: Raw -1673700.888316 + Penalty 3132.209266 = -1670568.679051
  nChanged 883
		SP:Iteration 2F (59737.320000 sec): 3 clusters
  Score: Raw -1674082.683936 + Penalty 3132.209266 = -1670950.474671
  nChanged 850
		SP:Iteration 3F (59737.630000 sec): 3 clusters
  Score: Raw -1674483.873554 + Penalty 3132.209266 = -1671351.664288
  nChanged 809
		SP:Iteration 4F (59737.880000 sec): 3 clusters
  Score: Raw -1674903.117799 + Penalty 3132.209266 = -1671770.908533
  nChanged 782
		SP:Iteration 5F (59738.180000 sec): 3 clusters
  Score: Raw -1675283.406293 + Penalty 3132.209266 = -1672151.197027
  nChanged 773
		SP:Iteration 6F (59738.430000 sec): 3 clusters
  Score: Raw -1675647.032767 + Penalty 3132.209266 = -1672514.823502
  nChanged 662
		SP:Iteration 7Q (59738.810000 sec): 3 clusters
  Score: Raw -1675960.297232 + Penalty 3132.209266 = -1672828.087966
  nChanged 621
		SP:Iteration 8Q (59739.060000 sec): 3 clusters
  Score: Raw -1676265.200836 + Penalty 3132.209266 = -1673132.991570
  nChanged 614
		SP:Iteration 9Q (59739.370000 sec): 3 clusters
  Score: Raw -1676553.703126 + Penalty 3132.209266 = -1673421.493860
  nChanged 536
		SP:Iteration 10Q (59739.610000 sec): 3 clusters
  Score: Raw -1676785.141866 + Penalty 3132.209266 = -1673652.932600
  nChanged 468
		SP:Iteration 11Q (59739.870000 sec): 3 clusters
  Score: Raw -1676983.321906 + Penalty 3132.209266 = -1673851.112641
  nChanged 386
		SP:Iteration 12Q (59740.100000 sec): 3 clusters
  Score: Raw -1677148.453894 + Penalty 3132.209266 = -1674016.244628
  nChanged 354
		SP:Iteration 13Q (59740.350000 sec): 3 clusters
  Score: Raw -1677296.569001 + Penalty 3132.209266 = -1674164.359736
  nChanged 309
		SP:Iteration 14Q (59740.620000 sec): 3 clusters
  Score: Raw -1677406.521897 + Penalty 3132.209266 = -1674274.312631
  nChanged 269
		SP:Iteration 15Q (59740.880000 sec): 3 clusters
  Score: Raw -1677500.620544 + Penalty 3132.209266 = -1674368.411278
  nChanged 242
		SP:Iteration 16Q (59741.170000 sec): 3 clusters
  Score: Raw -1677586.767111 + Penalty 3132.209266 = -1674454.557845
  nChanged 228
		SP:Iteration 17Q (59741.470000 sec): 3 clusters
  Score: Raw -1677668.304672 + Penalty 3132.209266 = -1674536.095406
  nChanged 233
		SP:Iteration 18Q (59741.720000 sec): 3 clusters
  Score: Raw -1677747.849882 + Penalty 3132.209266 = -1674615.640616
  nChanged 214
		SP:Iteration 19Q (59741.960000 sec): 3 clusters
  Score: Raw -1677819.611425 + Penalty 3132.209266 = -1674687.402159
  nChanged 229
		SP:Iteration 20F (59742.200000 sec): 3 clusters
  Score: Raw -1677904.570163 + Penalty 3132.209266 = -1674772.360897
  nChanged 225
		SP:Iteration 21Q (59742.460000 sec): 3 clusters
  Score: Raw -1677979.882322 + Penalty 3132.209266 = -1674847.673056
  nChanged 207
		SP:Iteration 22Q (59742.710000 sec): 3 clusters
  Score: Raw -1678045.156937 + Penalty 3132.209266 = -1674912.947671
  nChanged 204
		SP:Iteration 23Q (59743.020000 sec): 3 clusters
  Score: Raw -1678114.308831 + Penalty 3132.209266 = -1674982.099565
  nChanged 213
		SP:Iteration 24Q (59743.320000 sec): 3 clusters
  Score: Raw -1678193.492361 + Penalty 3132.209266 = -1675061.283095
  nChanged 218
		SP:Iteration 25Q (59743.540000 sec): 3 clusters
  Score: Raw -1678273.781844 + Penalty 3132.209266 = -1675141.572578
  nChanged 204
		SP:Iteration 26Q (59743.820000 sec): 3 clusters
  Score: Raw -1678354.384098 + Penalty 3132.209266 = -1675222.174833
  nChanged 206
		SP:Iteration 27Q (59744.040000 sec): 3 clusters
  Score: Raw -1678431.337417 + Penalty 3132.209266 = -1675299.128152
  nChanged 190
		SP:Iteration 28Q (59744.330000 sec): 3 clusters
  Score: Raw -1678503.329056 + Penalty 3132.209266 = -1675371.119790
  nChanged 199
		SP:Iteration 29Q (59744.590000 sec): 3 clusters
  Score: Raw -1678594.544839 + Penalty 3132.209266 = -1675462.335574
  nChanged 223
		SP:Iteration 30Q (59744.800000 sec): 3 clusters
  Score: Raw -1678699.828523 + Penalty 3132.209266 = -1675567.619257
  nChanged 224
		SP:Iteration 31Q (59745.070000 sec): 3 clusters
  Score: Raw -1678805.689050 + Penalty 3132.209266 = -1675673.479784
  nChanged 192
		SP:Iteration 32Q (59745.290000 sec): 3 clusters
  Score: Raw -1678897.822939 + Penalty 3132.209266 = -1675765.613673
  nChanged 169
		SP:Iteration 33Q (59745.540000 sec): 3 clusters
  Score: Raw -1678981.354575 + Penalty 3132.209266 = -1675849.145309
  nChanged 146
		SP:Iteration 34Q (59745.770000 sec): 3 clusters
  Score: Raw -1679042.730129 + Penalty 3132.209266 = -1675910.520864
  nChanged 131
		SP:Iteration 35Q (59746.100000 sec): 3 clusters
  Score: Raw -1679095.860796 + Penalty 3132.209266 = -1675963.651530
  nChanged 106
		SP:Iteration 36Q (59746.360000 sec): 3 clusters
  Score: Raw -1679138.844581 + Penalty 3132.209266 = -1676006.635315
  nChanged 84
		SP:Iteration 37Q (59746.580000 sec): 3 clusters
  Score: Raw -1679166.784069 + Penalty 3132.209266 = -1676034.574803
  nChanged 85
		SP:Iteration 38Q (59746.810000 sec): 3 clusters
  Score: Raw -1679198.295405 + Penalty 3132.209266 = -1676066.086139
  nChanged 71
		SP:Iteration 39Q (59747.080000 sec): 3 clusters
  Score: Raw -1679222.465960 + Penalty 3132.209266 = -1676090.256694
  nChanged 64
		SP:Iteration 40F (59747.350000 sec): 3 clusters
  Score: Raw -1679247.167201 + Penalty 3132.209266 = -1676114.957935
  nChanged 55
		SP:Iteration 41Q (59747.610000 sec): 3 clusters
  Score: Raw -1679264.771399 + Penalty 3132.209266 = -1676132.562133
  nChanged 63
		SP:Iteration 42Q (59747.880000 sec): 3 clusters
  Score: Raw -1679289.916904 + Penalty 3132.209266 = -1676157.707638
  nChanged 60
		SP:Iteration 43Q (59748.110000 sec): 3 clusters
  Score: Raw -1679309.695745 + Penalty 3132.209266 = -1676177.486479
  nChanged 51
		SP:Iteration 44Q (59748.410000 sec): 3 clusters
  Score: Raw -1679327.288983 + Penalty 3132.209266 = -1676195.079717
  nChanged 42
		SP:Iteration 45Q (59748.650000 sec): 3 clusters
  Score: Raw -1679342.730310 + Penalty 3132.209266 = -1676210.521044
  nChanged 36
		SP:Iteration 46Q (59748.940000 sec): 3 clusters
  Score: Raw -1679354.659626 + Penalty 3132.209266 = -1676222.450360
  nChanged 35
		SP:Iteration 47Q (59749.210000 sec): 3 clusters
  Score: Raw -1679366.896045 + Penalty 3132.209266 = -1676234.686779
  nChanged 31
		SP:Iteration 48Q (59749.410000 sec): 3 clusters
  Score: Raw -1679380.292852 + Penalty 3132.209266 = -1676248.083586
  nChanged 28
		SP:Iteration 49Q (59749.690000 sec): 3 clusters
  Score: Raw -1679392.706567 + Penalty 3132.209266 = -1676260.497301
  nChanged 27
		SP:Iteration 50Q (59749.880000 sec): 3 clusters
  Score: Raw -1679406.479458 + Penalty 3132.209266 = -1676274.270192
  nChanged 31
		SP:Iteration 51Q (59750.150000 sec): 3 clusters
  Score: Raw -1679419.594747 + Penalty 3132.209266 = -1676287.385481
  nChanged 24
		SP:Iteration 52Q (59750.380000 sec): 3 clusters
  Score: Raw -1679429.232541 + Penalty 3132.209266 = -1676297.023275
  nChanged 20
		SP:Iteration 53Q (59750.680000 sec): 3 clusters
  Score: Raw -1679436.096942 + Penalty 3132.209266 = -1676303.887676
  nChanged 22
		SP:Iteration 54Q (59751.000000 sec): 3 clusters
  Score: Raw -1679444.183097 + Penalty 3132.209266 = -1676311.973831
  nChanged 16
		SP:Iteration 55Q (59751.230000 sec): 3 clusters
  Score: Raw -1679448.283661 + Penalty 3132.209266 = -1676316.074395
  nChanged 14
		SP:Iteration 56Q (59751.510000 sec): 3 clusters
  Score: Raw -1679452.410564 + Penalty 3132.209266 = -1676320.201298
  nChanged 14
		SP:Iteration 57Q (59751.750000 sec): 3 clusters
  Score: Raw -1679456.554840 + Penalty 3132.209266 = -1676324.345574
  nChanged 6
		SP:Iteration 58Q (59752.010000 sec): 3 clusters
  Score: Raw -1679458.796325 + Penalty 3132.209266 = -1676326.587059
  nChanged 7
		SP:Iteration 59Q (59752.270000 sec): 3 clusters
  Score: Raw -1679461.511497 + Penalty 3132.209266 = -1676329.302231
  nChanged 6
		SP:Iteration 60F (59752.540000 sec): 3 clusters
  Score: Raw -1679464.241185 + Penalty 3132.209266 = -1676332.031919
  nChanged 9
		SP:Iteration 61Q (59752.790000 sec): 3 clusters
  Score: Raw -1679466.928825 + Penalty 3132.209266 = -1676334.719559
  nChanged 3
		SP:Iteration 62Q (59753.050000 sec): 3 clusters
  Score: Raw -1679467.404695 + Penalty 3132.209266 = -1676335.195429
  nChanged 2
		SP:Iteration 63Q (59753.360000 sec): 3 clusters
  Score: Raw -1679467.771497 + Penalty 3132.209266 = -1676335.562232
  nChanged 1
		SP:Iteration 64Q (59753.710000 sec): 3 clusters
  Score: Raw -1679468.352043 + Penalty 3132.209266 = -1676336.142777
  nChanged 3
		SP:Iteration 65Q (59754.010000 sec): 3 clusters
  Score: Raw -1679470.076220 + Penalty 3132.209266 = -1676337.866954
  nChanged 4
		SP:Iteration 66Q (59754.310000 sec): 3 clusters
  Score: Raw -1679471.145109 + Penalty 3132.209266 = -1676338.935843
  nChanged 1
		SP:Iteration 67Q (59754.570000 sec): 3 clusters
  Score: Raw -1679471.587221 + Penalty 3132.209266 = -1676339.377955
  nChanged 0
		SP:Iteration 68F (59754.840000 sec): 3 clusters
  Score: Raw -1679471.587221 + Penalty 3132.209266 = -1676339.377955
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (40761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59755.110000 sec): 2 clusters
  Score: Raw -4452751.255571 + Penalty 1725.015666 = -4451026.239905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59755.440000 sec): 3 clusters
  Score: Raw -4427228.284892 + Penalty 3450.031332 = -4423778.253560
  nChanged 18875
		SP:Iteration 1F (59755.830000 sec): 3 clusters
  Score: Raw -4438028.408029 + Penalty 3450.031332 = -4434578.376697
  nChanged 1926
		SP:Iteration 2Q (59756.250000 sec): 3 clusters
  Score: Raw -4438694.095909 + Penalty 3450.031332 = -4435244.064577
  nChanged 1862
		SP:Iteration 3Q (59756.640000 sec): 3 clusters
  Score: Raw -4439395.134230 + Penalty 3450.031332 = -4435945.102899
  nChanged 1858
		SP:Iteration 4Q (59757.060000 sec): 3 clusters
  Score: Raw -4440127.052125 + Penalty 3450.031332 = -4436677.020794
  nChanged 1922
		SP:Iteration 5Q (59757.460000 sec): 3 clusters
  Score: Raw -4440940.442261 + Penalty 3450.031332 = -4437490.410929
  nChanged 1949
		SP:Iteration 6Q (59757.830000 sec): 3 clusters
  Score: Raw -4441810.561145 + Penalty 3450.031332 = -4438360.529813
  nChanged 1986
		SP:Iteration 7Q (59758.270000 sec): 3 clusters
  Score: Raw -4442768.017767 + Penalty 3450.031332 = -4439317.986435
  nChanged 1993
		SP:Iteration 8Q (59758.650000 sec): 3 clusters
  Score: Raw -4443806.741723 + Penalty 3450.031332 = -4440356.710391
  nChanged 1935
		SP:Iteration 9Q (59759.080000 sec): 3 clusters
  Score: Raw -4444981.977672 + Penalty 3450.031332 = -4441531.946340
  nChanged 1896
		SP:Iteration 10Q (59759.430000 sec): 3 clusters
  Score: Raw -4446085.952221 + Penalty 3450.031332 = -4442635.920889
  nChanged 1637
		SP:Iteration 11Q (59759.820000 sec): 3 clusters
  Score: Raw -4447025.554729 + Penalty 3450.031332 = -4443575.523397
  nChanged 1452
		SP:Iteration 12Q (59760.170000 sec): 3 clusters
  Score: Raw -4447772.098704 + Penalty 3450.031332 = -4444322.067372
  nChanged 1199
		SP:Iteration 13Q (59760.550000 sec): 3 clusters
  Score: Raw -4448271.586543 + Penalty 3450.031332 = -4444821.555211
  nChanged 894
		SP:Iteration 14Q (59760.910000 sec): 3 clusters
  Score: Raw -4448573.096344 + Penalty 3450.031332 = -4445123.065013
  nChanged 739
		SP:Iteration 15Q (59761.320000 sec): 3 clusters
  Score: Raw -4448808.154459 + Penalty 3450.031332 = -4445358.123127
  nChanged 676
		SP:Iteration 16Q (59761.610000 sec): 3 clusters
  Score: Raw -4449016.655114 + Penalty 3450.031332 = -4445566.623782
  nChanged 631
		SP:Iteration 17Q (59761.970000 sec): 3 clusters
  Score: Raw -4449220.783526 + Penalty 3450.031332 = -4445770.752194
  nChanged 625
		SP:Iteration 18Q (59762.270000 sec): 3 clusters
  Score: Raw -4449438.182664 + Penalty 3450.031332 = -4445988.151332
  nChanged 630
		SP:Iteration 19Q (59762.600000 sec): 3 clusters
  Score: Raw -4449665.836214 + Penalty 3450.031332 = -4446215.804882
  nChanged 633
		SP:Iteration 20F (59762.960000 sec): 3 clusters
  Score: Raw -4449917.135733 + Penalty 3450.031332 = -4446467.104401
  nChanged 646
		SP:Iteration 21Q (59763.290000 sec): 3 clusters
  Score: Raw -4450188.275559 + Penalty 3450.031332 = -4446738.244227
  nChanged 609
		SP:Iteration 22Q (59763.650000 sec): 3 clusters
  Score: Raw -4450441.047282 + Penalty 3450.031332 = -4446991.015950
  nChanged 586
		SP:Iteration 23Q (59764.020000 sec): 3 clusters
  Score: Raw -4450688.872114 + Penalty 3450.031332 = -4447238.840782
  nChanged 551
		SP:Iteration 24Q (59764.340000 sec): 3 clusters
  Score: Raw -4450941.356290 + Penalty 3450.031332 = -4447491.324959
  nChanged 528
		SP:Iteration 25Q (59764.720000 sec): 3 clusters
  Score: Raw -4451208.817875 + Penalty 3450.031332 = -4447758.786543
  nChanged 482
		SP:Iteration 26Q (59765.080000 sec): 3 clusters
  Score: Raw -4451463.578649 + Penalty 3450.031332 = -4448013.547317
  nChanged 437
		SP:Iteration 27Q (59765.460000 sec): 3 clusters
  Score: Raw -4451694.890597 + Penalty 3450.031332 = -4448244.859265
  nChanged 386
		SP:Iteration 28Q (59765.880000 sec): 3 clusters
  Score: Raw -4451905.038101 + Penalty 3450.031332 = -4448455.006769
  nChanged 353
		SP:Iteration 29Q (59766.310000 sec): 3 clusters
  Score: Raw -4452109.752993 + Penalty 3450.031332 = -4448659.721661
  nChanged 295
		SP:Iteration 30Q (59766.640000 sec): 3 clusters
  Score: Raw -4452283.870561 + Penalty 3450.031332 = -4448833.839229
  nChanged 249
		SP:Iteration 31Q (59767.050000 sec): 3 clusters
  Score: Raw -4452431.907690 + Penalty 3450.031332 = -4448981.876358
  nChanged 203
		SP:Iteration 32Q (59767.360000 sec): 3 clusters
  Score: Raw -4452560.831607 + Penalty 3450.031332 = -4449110.800275
  nChanged 184
		SP:Iteration 33Q (59767.730000 sec): 3 clusters
  Score: Raw -4452690.515487 + Penalty 3450.031332 = -4449240.484155
  nChanged 153
		SP:Iteration 34Q (59768.130000 sec): 3 clusters
  Score: Raw -4452774.873370 + Penalty 3450.031332 = -4449324.842038
  nChanged 101
		SP:Iteration 35Q (59768.480000 sec): 3 clusters
  Score: Raw -4452822.615304 + Penalty 3450.031332 = -4449372.583972
  nChanged 71
		SP:Iteration 36Q (59768.920000 sec): 3 clusters
  Score: Raw -4452858.094047 + Penalty 3450.031332 = -4449408.062715
  nChanged 62
		SP:Iteration 37Q (59769.320000 sec): 3 clusters
  Score: Raw -4452894.017442 + Penalty 3450.031332 = -4449443.986110
  nChanged 56
		SP:Iteration 38Q (59769.670000 sec): 3 clusters
  Score: Raw -4452926.277355 + Penalty 3450.031332 = -4449476.246023
  nChanged 53
		SP:Iteration 39Q (59770.100000 sec): 3 clusters
  Score: Raw -4452952.923711 + Penalty 3450.031332 = -4449502.892379
  nChanged 37
		SP:Iteration 40F (59770.490000 sec): 3 clusters
  Score: Raw -4452968.587960 + Penalty 3450.031332 = -4449518.556628
  nChanged 29
		SP:Iteration 41Q (59770.950000 sec): 3 clusters
  Score: Raw -4452981.526207 + Penalty 3450.031332 = -4449531.494875
  nChanged 23
		SP:Iteration 42Q (59771.430000 sec): 3 clusters
  Score: Raw -4452991.635078 + Penalty 3450.031332 = -4449541.603746
  nChanged 21
		SP:Iteration 43Q (59771.830000 sec): 3 clusters
  Score: Raw -4453001.525613 + Penalty 3450.031332 = -4449551.494281
  nChanged 23
		SP:Iteration 44Q (59772.150000 sec): 3 clusters
  Score: Raw -4453012.463678 + Penalty 3450.031332 = -4449562.432346
  nChanged 26
		SP:Iteration 45Q (59772.530000 sec): 3 clusters
  Score: Raw -4453021.763028 + Penalty 3450.031332 = -4449571.731696
  nChanged 13
		SP:Iteration 46Q (59772.910000 sec): 3 clusters
  Score: Raw -4453027.831880 + Penalty 3450.031332 = -4449577.800548
  nChanged 8
		SP:Iteration 47Q (59773.320000 sec): 3 clusters
  Score: Raw -4453030.863428 + Penalty 3450.031332 = -4449580.832097
  nChanged 4
		SP:Iteration 48Q (59773.660000 sec): 3 clusters
  Score: Raw -4453032.221771 + Penalty 3450.031332 = -4449582.190439
  nChanged 4
		SP:Iteration 49Q (59774.010000 sec): 3 clusters
  Score: Raw -4453034.284336 + Penalty 3450.031332 = -4449584.253004
  nChanged 5
		SP:Iteration 50Q (59774.410000 sec): 3 clusters
  Score: Raw -4453038.198084 + Penalty 3450.031332 = -4449588.166752
  nChanged 10
		SP:Iteration 51Q (59774.690000 sec): 3 clusters
  Score: Raw -4453043.573842 + Penalty 3450.031332 = -4449593.542510
  nChanged 12
		SP:Iteration 52Q (59775.120000 sec): 3 clusters
  Score: Raw -4453049.979490 + Penalty 3450.031332 = -4449599.948159
  nChanged 9
		SP:Iteration 53Q (59775.470000 sec): 3 clusters
  Score: Raw -4453054.356480 + Penalty 3450.031332 = -4449604.325148
  nChanged 13
		SP:Iteration 54Q (59775.840000 sec): 3 clusters
  Score: Raw -4453058.105510 + Penalty 3450.031332 = -4449608.074178
  nChanged 8
		SP:Iteration 55Q (59776.220000 sec): 3 clusters
  Score: Raw -4453060.903134 + Penalty 3450.031332 = -4449610.871802
  nChanged 3
		SP:Iteration 56Q (59776.600000 sec): 3 clusters
  Score: Raw -4453062.054970 + Penalty 3450.031332 = -4449612.023639
  nChanged 3
		SP:Iteration 57Q (59776.900000 sec): 3 clusters
  Score: Raw -4453063.121778 + Penalty 3450.031332 = -4449613.090446
  nChanged 1
		SP:Iteration 58Q (59777.280000 sec): 3 clusters
  Score: Raw -4453063.308493 + Penalty 3450.031332 = -4449613.277161
  nChanged 1
		SP:Iteration 59Q (59777.670000 sec): 3 clusters
  Score: Raw -4453063.479771 + Penalty 3450.031332 = -4449613.448439
  nChanged 1
		SP:Iteration 60F (59778.050000 sec): 3 clusters
  Score: Raw -4453063.841581 + Penalty 3450.031332 = -4449613.810249
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (179643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59778.990000 sec): 2 clusters
  Score: Raw -20161624.192253 + Penalty 1966.043109 = -20159658.149144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59780.070000 sec): 3 clusters
  Score: Raw -20042765.209497 + Penalty 3932.086219 = -20038833.123278
  nChanged 86704
		SP:Iteration 1F (59781.170000 sec): 3 clusters
  Score: Raw -20096039.504231 + Penalty 3932.086219 = -20092107.418012
  nChanged 7638
		SP:Iteration 2Q (59782.340000 sec): 3 clusters
  Score: Raw -20098763.282077 + Penalty 3932.086219 = -20094831.195858
  nChanged 8446
		SP:Iteration 3Q (59783.460000 sec): 3 clusters
  Score: Raw -20102176.098644 + Penalty 3932.086219 = -20098244.012426
  nChanged 9151
		SP:Iteration 4F (59784.420000 sec): 3 clusters
  Score: Raw -20106456.930706 + Penalty 3932.086219 = -20102524.844487
  nChanged 9714
		SP:Iteration 5F (59785.440000 sec): 3 clusters
  Score: Raw -20111635.665922 + Penalty 3932.086219 = -20107703.579703
  nChanged 10262
		SP:Iteration 6F (59786.450000 sec): 3 clusters
  Score: Raw -20117604.041260 + Penalty 3932.086219 = -20113671.955041
  nChanged 9908
		SP:Iteration 7F (59787.420000 sec): 3 clusters
  Score: Raw -20123738.320349 + Penalty 3932.086219 = -20119806.234130
  nChanged 9068
		SP:Iteration 8F (59788.360000 sec): 3 clusters
  Score: Raw -20128953.887286 + Penalty 3932.086219 = -20125021.801067
  nChanged 7406
		SP:Iteration 9Q (59789.390000 sec): 3 clusters
  Score: Raw -20132352.684158 + Penalty 3932.086219 = -20128420.597939
  nChanged 5346
		SP:Iteration 10Q (59790.340000 sec): 3 clusters
  Score: Raw -20134137.551297 + Penalty 3932.086219 = -20130205.465078
  nChanged 3737
		SP:Iteration 11Q (59791.330000 sec): 3 clusters
  Score: Raw -20135155.833355 + Penalty 3932.086219 = -20131223.747136
  nChanged 2976
		SP:Iteration 12Q (59792.370000 sec): 3 clusters
  Score: Raw -20135935.592839 + Penalty 3932.086219 = -20132003.506621
  nChanged 2800
		SP:Iteration 13Q (59793.380000 sec): 3 clusters
  Score: Raw -20136701.779873 + Penalty 3932.086219 = -20132769.693655
  nChanged 2887
		SP:Iteration 14Q (59794.350000 sec): 3 clusters
  Score: Raw -20137527.253478 + Penalty 3932.086219 = -20133595.167259
  nChanged 3001
		SP:Iteration 15Q (59795.330000 sec): 3 clusters
  Score: Raw -20138420.991823 + Penalty 3932.086219 = -20134488.905604
  nChanged 3107
		SP:Iteration 16Q (59796.320000 sec): 3 clusters
  Score: Raw -20139394.196523 + Penalty 3932.086219 = -20135462.110304
  nChanged 3238
		SP:Iteration 17Q (59797.300000 sec): 3 clusters
  Score: Raw -20140481.664460 + Penalty 3932.086219 = -20136549.578241
  nChanged 3394
		SP:Iteration 18Q (59798.170000 sec): 3 clusters
  Score: Raw -20141724.424750 + Penalty 3932.086219 = -20137792.338531
  nChanged 3524
		SP:Iteration 19Q (59799.130000 sec): 3 clusters
  Score: Raw -20143090.420703 + Penalty 3932.086219 = -20139158.334484
  nChanged 3598
		SP:Iteration 20F (59800.100000 sec): 3 clusters
  Score: Raw -20144543.012813 + Penalty 3932.086219 = -20140610.926594
  nChanged 3526
		SP:Iteration 21Q (59801.000000 sec): 3 clusters
  Score: Raw -20146045.080392 + Penalty 3932.086219 = -20142112.994173
  nChanged 3486
		SP:Iteration 22Q (59801.930000 sec): 3 clusters
  Score: Raw -20147604.544336 + Penalty 3932.086219 = -20143672.458117
  nChanged 3485
		SP:Iteration 23Q (59802.840000 sec): 3 clusters
  Score: Raw -20149232.258016 + Penalty 3932.086219 = -20145300.171797
  nChanged 3361
		SP:Iteration 24Q (59803.800000 sec): 3 clusters
  Score: Raw -20150884.077563 + Penalty 3932.086219 = -20146951.991344
  nChanged 3209
		SP:Iteration 25Q (59804.820000 sec): 3 clusters
  Score: Raw -20152545.622873 + Penalty 3932.086219 = -20148613.536654
  nChanged 3002
		SP:Iteration 26Q (59805.790000 sec): 3 clusters
  Score: Raw -20154182.819834 + Penalty 3932.086219 = -20150250.733615
  nChanged 2729
		SP:Iteration 27Q (59806.710000 sec): 3 clusters
  Score: Raw -20155702.944756 + Penalty 3932.086219 = -20151770.858537
  nChanged 2387
		SP:Iteration 28Q (59807.750000 sec): 3 clusters
  Score: Raw -20157072.328650 + Penalty 3932.086219 = -20153140.242431
  nChanged 2028
		SP:Iteration 29Q (59808.630000 sec): 3 clusters
  Score: Raw -20158273.257562 + Penalty 3932.086219 = -20154341.171344
  nChanged 1731
		SP:Iteration 30Q (59809.540000 sec): 3 clusters
  Score: Raw -20159325.532967 + Penalty 3932.086219 = -20155393.446748
  nChanged 1379
		SP:Iteration 31Q (59810.510000 sec): 3 clusters
  Score: Raw -20160155.486098 + Penalty 3932.086219 = -20156223.399880
  nChanged 1072
		SP:Iteration 32Q (59811.420000 sec): 3 clusters
  Score: Raw -20160786.199727 + Penalty 3932.086219 = -20156854.113508
  nChanged 751
		SP:Iteration 33Q (59812.340000 sec): 3 clusters
  Score: Raw -20161216.836182 + Penalty 3932.086219 = -20157284.749963
  nChanged 519
		SP:Iteration 34Q (59813.270000 sec): 3 clusters
  Score: Raw -20161499.492608 + Penalty 3932.086219 = -20157567.406389
  nChanged 370
		SP:Iteration 35Q (59814.120000 sec): 3 clusters
  Score: Raw -20161686.206233 + Penalty 3932.086219 = -20157754.120014
  nChanged 246
		SP:Iteration 36Q (59814.990000 sec): 3 clusters
  Score: Raw -20161812.823052 + Penalty 3932.086219 = -20157880.736833
  nChanged 161
		SP:Iteration 37Q (59815.950000 sec): 3 clusters
  Score: Raw -20161889.625663 + Penalty 3932.086219 = -20157957.539444
  nChanged 120
		SP:Iteration 38Q (59816.860000 sec): 3 clusters
  Score: Raw -20161947.433043 + Penalty 3932.086219 = -20158015.346825
  nChanged 79
		SP:Iteration 39Q (59817.790000 sec): 3 clusters
  Score: Raw -20161980.659085 + Penalty 3932.086219 = -20158048.572867
  nChanged 70
		SP:Iteration 40F (59818.790000 sec): 3 clusters
  Score: Raw -20162007.667002 + Penalty 3932.086219 = -20158075.580783
  nChanged 56
		SP:Iteration 41Q (59819.740000 sec): 3 clusters
  Score: Raw -20162028.975915 + Penalty 3932.086219 = -20158096.889696
  nChanged 46
		SP:Iteration 42Q (59820.720000 sec): 3 clusters
  Score: Raw -20162048.940695 + Penalty 3932.086219 = -20158116.854476
  nChanged 53
		SP:Iteration 43Q (59821.590000 sec): 3 clusters
  Score: Raw -20162073.635252 + Penalty 3932.086219 = -20158141.549033
  nChanged 50
		SP:Iteration 44Q (59822.490000 sec): 3 clusters
  Score: Raw -20162094.892699 + Penalty 3932.086219 = -20158162.806480
  nChanged 24
		SP:Iteration 45Q (59823.360000 sec): 3 clusters
  Score: Raw -20162103.772917 + Penalty 3932.086219 = -20158171.686698
  nChanged 24
		SP:Iteration 46Q (59824.360000 sec): 3 clusters
  Score: Raw -20162110.751217 + Penalty 3932.086219 = -20158178.664998
  nChanged 20
		SP:Iteration 47Q (59825.350000 sec): 3 clusters
  Score: Raw -20162116.948931 + Penalty 3932.086219 = -20158184.862712
  nChanged 20
		SP:Iteration 48Q (59826.360000 sec): 3 clusters
  Score: Raw -20162123.265777 + Penalty 3932.086219 = -20158191.179558
  nChanged 12
		SP:Iteration 49Q (59827.240000 sec): 3 clusters
  Score: Raw -20162126.064394 + Penalty 3932.086219 = -20158193.978175
  nChanged 12
		SP:Iteration 50Q (59828.110000 sec): 3 clusters
  Score: Raw -20162129.009232 + Penalty 3932.086219 = -20158196.923014
  nChanged 7
		SP:Iteration 51Q (59828.900000 sec): 3 clusters
  Score: Raw -20162131.219216 + Penalty 3932.086219 = -20158199.132997
  nChanged 13
		SP:Iteration 52Q (59829.700000 sec): 3 clusters
  Score: Raw -20162134.631493 + Penalty 3932.086219 = -20158202.545275
  nChanged 9
		SP:Iteration 53Q (59830.560000 sec): 3 clusters
  Score: Raw -20162137.914282 + Penalty 3932.086219 = -20158205.828063
  nChanged 12
		SP:Iteration 54Q (59831.480000 sec): 3 clusters
  Score: Raw -20162141.316603 + Penalty 3932.086219 = -20158209.230384
  nChanged 8
		SP:Iteration 55Q (59832.340000 sec): 3 clusters
  Score: Raw -20162143.550479 + Penalty 3932.086219 = -20158211.464260
  nChanged 7
		SP:Iteration 56Q (59833.250000 sec): 3 clusters
  Score: Raw -20162145.760783 + Penalty 3932.086219 = -20158213.674564
  nChanged 7
		SP:Iteration 57Q (59834.130000 sec): 3 clusters
  Score: Raw -20162147.684472 + Penalty 3932.086219 = -20158215.598254
  nChanged 13
		SP:Iteration 58Q (59835.110000 sec): 3 clusters
  Score: Raw -20162151.194866 + Penalty 3932.086219 = -20158219.108647
  nChanged 9
		SP:Iteration 59Q (59836.040000 sec): 3 clusters
  Score: Raw -20162153.417676 + Penalty 3932.086219 = -20158221.331457
  nChanged 7
		SP:Iteration 60F (59837.020000 sec): 3 clusters
  Score: Raw -20162155.098033 + Penalty 3932.086219 = -20158223.011814
  nChanged 1
		SP:Iteration 61Q (59838.000000 sec): 3 clusters
  Score: Raw -20162155.297320 + Penalty 3932.086219 = -20158223.211101
  nChanged 1
		SP:Iteration 62Q (59838.890000 sec): 3 clusters
  Score: Raw -20162155.412144 + Penalty 3932.086219 = -20158223.325925
  nChanged 0
		SP:Iteration 63F (59839.820000 sec): 3 clusters
  Score: Raw -20162155.412144 + Penalty 3932.086219 = -20158223.325925
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (23464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59840.120000 sec): 2 clusters
  Score: Raw -2353830.769630 + Penalty 1635.273674 = -2352195.495956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59840.470000 sec): 3 clusters
  Score: Raw -2339518.094404 + Penalty 3270.547348 = -2336247.547056
  nChanged 10690
		SP:Iteration 1F (59840.750000 sec): 3 clusters
  Score: Raw -2345686.119211 + Penalty 3270.547348 = -2342415.571862
  nChanged 1240
		SP:Iteration 2F (59841.050000 sec): 3 clusters
  Score: Raw -2346211.347387 + Penalty 3270.547348 = -2342940.800039
  nChanged 1195
		SP:Iteration 3F (59841.360000 sec): 3 clusters
  Score: Raw -2346748.488773 + Penalty 3270.547348 = -2343477.941425
  nChanged 1218
		SP:Iteration 4F (59841.690000 sec): 3 clusters
  Score: Raw -2347343.266825 + Penalty 3270.547348 = -2344072.719476
  nChanged 1251
		SP:Iteration 5F (59842.010000 sec): 3 clusters
  Score: Raw -2348016.032590 + Penalty 3270.547348 = -2344745.485242
  nChanged 1289
		SP:Iteration 6F (59842.320000 sec): 3 clusters
  Score: Raw -2348676.847402 + Penalty 3270.547348 = -2345406.300053
  nChanged 1204
		SP:Iteration 7F (59842.670000 sec): 3 clusters
  Score: Raw -2349323.754873 + Penalty 3270.547348 = -2346053.207525
  nChanged 1161
		SP:Iteration 8Q (59843.010000 sec): 3 clusters
  Score: Raw -2349994.815874 + Penalty 3270.547348 = -2346724.268525
  nChanged 1138
		SP:Iteration 9Q (59843.340000 sec): 3 clusters
  Score: Raw -2350589.543645 + Penalty 3270.547348 = -2347318.996296
  nChanged 989
		SP:Iteration 10Q (59843.690000 sec): 3 clusters
  Score: Raw -2351089.426498 + Penalty 3270.547348 = -2347818.879150
  nChanged 821
		SP:Iteration 11Q (59844.030000 sec): 3 clusters
  Score: Raw -2351470.127543 + Penalty 3270.547348 = -2348199.580194
  nChanged 732
		SP:Iteration 12Q (59844.360000 sec): 3 clusters
  Score: Raw -2351771.768531 + Penalty 3270.547348 = -2348501.221182
  nChanged 588
		SP:Iteration 13Q (59844.700000 sec): 3 clusters
  Score: Raw -2352000.957702 + Penalty 3270.547348 = -2348730.410353
  nChanged 548
		SP:Iteration 14Q (59845.040000 sec): 3 clusters
  Score: Raw -2352172.072766 + Penalty 3270.547348 = -2348901.525417
  nChanged 411
		SP:Iteration 15Q (59845.320000 sec): 3 clusters
  Score: Raw -2352279.215566 + Penalty 3270.547348 = -2349008.668217
  nChanged 329
		SP:Iteration 16Q (59845.620000 sec): 3 clusters
  Score: Raw -2352357.849637 + Penalty 3270.547348 = -2349087.302289
  nChanged 293
		SP:Iteration 17Q (59845.910000 sec): 3 clusters
  Score: Raw -2352427.345762 + Penalty 3270.547348 = -2349156.798414
  nChanged 269
		SP:Iteration 18Q (59846.250000 sec): 3 clusters
  Score: Raw -2352483.871379 + Penalty 3270.547348 = -2349213.324030
  nChanged 212
		SP:Iteration 19Q (59846.560000 sec): 3 clusters
  Score: Raw -2352522.741444 + Penalty 3270.547348 = -2349252.194096
  nChanged 166
		SP:Iteration 20F (59846.860000 sec): 3 clusters
  Score: Raw -2352551.799152 + Penalty 3270.547348 = -2349281.251803
  nChanged 158
		SP:Iteration 21Q (59847.170000 sec): 3 clusters
  Score: Raw -2352576.003669 + Penalty 3270.547348 = -2349305.456321
  nChanged 135
		SP:Iteration 22Q (59847.440000 sec): 3 clusters
  Score: Raw -2352592.861131 + Penalty 3270.547348 = -2349322.313783
  nChanged 108
		SP:Iteration 23Q (59847.740000 sec): 3 clusters
  Score: Raw -2352607.259410 + Penalty 3270.547348 = -2349336.712061
  nChanged 115
		SP:Iteration 24Q (59848.100000 sec): 3 clusters
  Score: Raw -2352621.780416 + Penalty 3270.547348 = -2349351.233068
  nChanged 114
		SP:Iteration 25Q (59848.400000 sec): 3 clusters
  Score: Raw -2352636.932616 + Penalty 3270.547348 = -2349366.385267
  nChanged 109
		SP:Iteration 26Q (59848.710000 sec): 3 clusters
  Score: Raw -2352653.220289 + Penalty 3270.547348 = -2349382.672940
  nChanged 127
		SP:Iteration 27Q (59849.050000 sec): 3 clusters
  Score: Raw -2352672.728977 + Penalty 3270.547348 = -2349402.181628
  nChanged 126
		SP:Iteration 28Q (59849.400000 sec): 3 clusters
  Score: Raw -2352693.771897 + Penalty 3270.547348 = -2349423.224548
  nChanged 131
		SP:Iteration 29Q (59849.740000 sec): 3 clusters
  Score: Raw -2352712.506725 + Penalty 3270.547348 = -2349441.959377
  nChanged 113
		SP:Iteration 30Q (59850.100000 sec): 3 clusters
  Score: Raw -2352728.901129 + Penalty 3270.547348 = -2349458.353780
  nChanged 92
		SP:Iteration 31Q (59850.460000 sec): 3 clusters
  Score: Raw -2352738.971332 + Penalty 3270.547348 = -2349468.423983
  nChanged 75
		SP:Iteration 32Q (59850.780000 sec): 3 clusters
  Score: Raw -2352747.624804 + Penalty 3270.547348 = -2349477.077456
  nChanged 76
		SP:Iteration 33Q (59851.120000 sec): 3 clusters
  Score: Raw -2352755.646150 + Penalty 3270.547348 = -2349485.098801
  nChanged 89
		SP:Iteration 34Q (59851.450000 sec): 3 clusters
  Score: Raw -2352767.517060 + Penalty 3270.547348 = -2349496.969712
  nChanged 104
		SP:Iteration 35Q (59851.820000 sec): 3 clusters
  Score: Raw -2352779.967602 + Penalty 3270.547348 = -2349509.420253
  nChanged 91
		SP:Iteration 36Q (59852.120000 sec): 3 clusters
  Score: Raw -2352791.880796 + Penalty 3270.547348 = -2349521.333447
  nChanged 85
		SP:Iteration 37Q (59852.380000 sec): 3 clusters
  Score: Raw -2352803.099297 + Penalty 3270.547348 = -2349532.551949
  nChanged 100
		SP:Iteration 38Q (59852.720000 sec): 3 clusters
  Score: Raw -2352818.120943 + Penalty 3270.547348 = -2349547.573594
  nChanged 121
		SP:Iteration 39Q (59853.020000 sec): 3 clusters
  Score: Raw -2352834.225783 + Penalty 3270.547348 = -2349563.678434
  nChanged 96
		SP:Iteration 40F (59853.400000 sec): 3 clusters
  Score: Raw -2352847.223959 + Penalty 3270.547348 = -2349576.676611
  nChanged 93
		SP:Iteration 41Q (59853.680000 sec): 3 clusters
  Score: Raw -2352859.554956 + Penalty 3270.547348 = -2349589.007608
  nChanged 94
		SP:Iteration 42Q (59854.020000 sec): 3 clusters
  Score: Raw -2352871.694142 + Penalty 3270.547348 = -2349601.146793
  nChanged 99
		SP:Iteration 43Q (59854.300000 sec): 3 clusters
  Score: Raw -2352883.857145 + Penalty 3270.547348 = -2349613.309796
  nChanged 104
		SP:Iteration 44Q (59854.590000 sec): 3 clusters
  Score: Raw -2352895.488160 + Penalty 3270.547348 = -2349624.940811
  nChanged 101
		SP:Iteration 45Q (59854.910000 sec): 3 clusters
  Score: Raw -2352910.352016 + Penalty 3270.547348 = -2349639.804668
  nChanged 109
		SP:Iteration 46Q (59855.200000 sec): 3 clusters
  Score: Raw -2352926.980664 + Penalty 3270.547348 = -2349656.433316
  nChanged 113
		SP:Iteration 47Q (59855.530000 sec): 3 clusters
  Score: Raw -2352943.239429 + Penalty 3270.547348 = -2349672.692081
  nChanged 118
		SP:Iteration 48Q (59855.880000 sec): 3 clusters
  Score: Raw -2352959.765465 + Penalty 3270.547348 = -2349689.218117
  nChanged 116
		SP:Iteration 49Q (59856.170000 sec): 3 clusters
  Score: Raw -2352975.580552 + Penalty 3270.547348 = -2349705.033203
  nChanged 108
		SP:Iteration 50Q (59856.540000 sec): 3 clusters
  Score: Raw -2352990.924201 + Penalty 3270.547348 = -2349720.376853
  nChanged 102
		SP:Iteration 51Q (59856.840000 sec): 3 clusters
  Score: Raw -2353005.630445 + Penalty 3270.547348 = -2349735.083096
  nChanged 120
		SP:Iteration 52Q (59857.170000 sec): 3 clusters
  Score: Raw -2353023.350799 + Penalty 3270.547348 = -2349752.803451
  nChanged 117
		SP:Iteration 53Q (59857.490000 sec): 3 clusters
  Score: Raw -2353040.687449 + Penalty 3270.547348 = -2349770.140100
  nChanged 110
		SP:Iteration 54Q (59857.870000 sec): 3 clusters
  Score: Raw -2353056.620747 + Penalty 3270.547348 = -2349786.073398
  nChanged 116
		SP:Iteration 55Q (59858.200000 sec): 3 clusters
  Score: Raw -2353072.636571 + Penalty 3270.547348 = -2349802.089223
  nChanged 111
		SP:Iteration 56Q (59858.540000 sec): 3 clusters
  Score: Raw -2353090.151159 + Penalty 3270.547348 = -2349819.603811
  nChanged 120
		SP:Iteration 57Q (59858.850000 sec): 3 clusters
  Score: Raw -2353110.243902 + Penalty 3270.547348 = -2349839.696554
  nChanged 132
		SP:Iteration 58Q (59859.210000 sec): 3 clusters
  Score: Raw -2353133.723424 + Penalty 3270.547348 = -2349863.176076
  nChanged 118
		SP:Iteration 59Q (59859.520000 sec): 3 clusters
  Score: Raw -2353153.642515 + Penalty 3270.547348 = -2349883.095166
  nChanged 121
		SP:Iteration 60F (59859.870000 sec): 3 clusters
  Score: Raw -2353172.360416 + Penalty 3270.547348 = -2349901.813067
  nChanged 121
		SP:Iteration 61Q (59860.200000 sec): 3 clusters
  Score: Raw -2353192.905368 + Penalty 3270.547348 = -2349922.358019
  nChanged 114
		SP:Iteration 62Q (59860.550000 sec): 3 clusters
  Score: Raw -2353213.330634 + Penalty 3270.547348 = -2349942.783285
  nChanged 133
		SP:Iteration 63Q (59860.860000 sec): 3 clusters
  Score: Raw -2353236.357090 + Penalty 3270.547348 = -2349965.809741
  nChanged 131
		SP:Iteration 64Q (59861.190000 sec): 3 clusters
  Score: Raw -2353259.452941 + Penalty 3270.547348 = -2349988.905593
  nChanged 130
		SP:Iteration 65Q (59861.540000 sec): 3 clusters
  Score: Raw -2353284.245195 + Penalty 3270.547348 = -2350013.697847
  nChanged 143
		SP:Iteration 66Q (59861.860000 sec): 3 clusters
  Score: Raw -2353311.908144 + Penalty 3270.547348 = -2350041.360796
  nChanged 149
		SP:Iteration 67Q (59862.180000 sec): 3 clusters
  Score: Raw -2353343.836749 + Penalty 3270.547348 = -2350073.289400
  nChanged 174
		SP:Iteration 68Q (59862.560000 sec): 3 clusters
  Score: Raw -2353383.520547 + Penalty 3270.547348 = -2350112.973199
  nChanged 191
		SP:Iteration 69Q (59862.850000 sec): 3 clusters
  Score: Raw -2353429.734343 + Penalty 3270.547348 = -2350159.186994
  nChanged 181
		SP:Iteration 70Q (59863.210000 sec): 3 clusters
  Score: Raw -2353472.684111 + Penalty 3270.547348 = -2350202.136763
  nChanged 191
		SP:Iteration 71Q (59863.520000 sec): 3 clusters
  Score: Raw -2353519.141870 + Penalty 3270.547348 = -2350248.594522
  nChanged 189
		SP:Iteration 72Q (59863.820000 sec): 3 clusters
  Score: Raw -2353568.197562 + Penalty 3270.547348 = -2350297.650214
  nChanged 199
		SP:Iteration 73Q (59864.140000 sec): 3 clusters
  Score: Raw -2353624.591152 + Penalty 3270.547348 = -2350354.043804
  nChanged 216
		SP:Iteration 74Q (59864.510000 sec): 3 clusters
  Score: Raw -2353685.958918 + Penalty 3270.547348 = -2350415.411569
  nChanged 212
		SP:Iteration 75Q (59864.840000 sec): 3 clusters
  Score: Raw -2353749.687679 + Penalty 3270.547348 = -2350479.140331
  nChanged 192
		SP:Iteration 76Q (59865.120000 sec): 3 clusters
  Score: Raw -2353807.923755 + Penalty 3270.547348 = -2350537.376406
  nChanged 204
		SP:Iteration 77Q (59865.460000 sec): 3 clusters
  Score: Raw -2353878.374543 + Penalty 3270.547348 = -2350607.827194
  nChanged 193
		SP:Iteration 78Q (59865.760000 sec): 3 clusters
  Score: Raw -2353950.612137 + Penalty 3270.547348 = -2350680.064788
  nChanged 184
		SP:Iteration 79Q (59866.090000 sec): 3 clusters
  Score: Raw -2354017.589105 + Penalty 3270.547348 = -2350747.041757
  nChanged 171
		SP:Iteration 80F (59866.430000 sec): 3 clusters
  Score: Raw -2354080.287992 + Penalty 3270.547348 = -2350809.740644
  nChanged 136
		SP:Iteration 81Q (59866.780000 sec): 3 clusters
  Score: Raw -2354132.396618 + Penalty 3270.547348 = -2350861.849270
  nChanged 126
		SP:Iteration 82Q (59867.080000 sec): 3 clusters
  Score: Raw -2354184.498270 + Penalty 3270.547348 = -2350913.950922
  nChanged 129
		SP:Iteration 83Q (59867.370000 sec): 3 clusters
  Score: Raw -2354237.401284 + Penalty 3270.547348 = -2350966.853936
  nChanged 126
		SP:Iteration 84Q (59867.730000 sec): 3 clusters
  Score: Raw -2354282.899286 + Penalty 3270.547348 = -2351012.351938
  nChanged 121
		SP:Iteration 85Q (59868.050000 sec): 3 clusters
  Score: Raw -2354326.134069 + Penalty 3270.547348 = -2351055.586721
  nChanged 122
		SP:Iteration 86Q (59868.370000 sec): 3 clusters
  Score: Raw -2354377.106642 + Penalty 3270.547348 = -2351106.559294
  nChanged 96
		SP:Iteration 87Q (59868.710000 sec): 3 clusters
  Score: Raw -2354409.380295 + Penalty 3270.547348 = -2351138.832947
  nChanged 85
		SP:Iteration 88Q (59868.980000 sec): 3 clusters
  Score: Raw -2354437.312653 + Penalty 3270.547348 = -2351166.765305
  nChanged 76
		SP:Iteration 89Q (59869.350000 sec): 3 clusters
  Score: Raw -2354459.226804 + Penalty 3270.547348 = -2351188.679455
  nChanged 62
		SP:Iteration 90Q (59869.670000 sec): 3 clusters
  Score: Raw -2354479.169669 + Penalty 3270.547348 = -2351208.622321
  nChanged 67
		SP:Iteration 91Q (59869.920000 sec): 3 clusters
  Score: Raw -2354503.331030 + Penalty 3270.547348 = -2351232.783681
  nChanged 53
		SP:Iteration 92Q (59870.260000 sec): 3 clusters
  Score: Raw -2354519.911692 + Penalty 3270.547348 = -2351249.364344
  nChanged 42
		SP:Iteration 93Q (59870.550000 sec): 3 clusters
  Score: Raw -2354532.423702 + Penalty 3270.547348 = -2351261.876354
  nChanged 35
		SP:Iteration 94Q (59870.920000 sec): 3 clusters
  Score: Raw -2354541.222573 + Penalty 3270.547348 = -2351270.675225
  nChanged 23
		SP:Iteration 95Q (59871.250000 sec): 3 clusters
  Score: Raw -2354546.765654 + Penalty 3270.547348 = -2351276.218306
  nChanged 28
		SP:Iteration 96Q (59871.590000 sec): 3 clusters
  Score: Raw -2354553.538896 + Penalty 3270.547348 = -2351282.991548
  nChanged 19
		SP:Iteration 97Q (59871.870000 sec): 3 clusters
  Score: Raw -2354558.779393 + Penalty 3270.547348 = -2351288.232045
  nChanged 21
		SP:Iteration 98Q (59872.190000 sec): 3 clusters
  Score: Raw -2354565.080313 + Penalty 3270.547348 = -2351294.532965
  nChanged 22
		SP:Iteration 99Q (59872.550000 sec): 3 clusters
  Score: Raw -2354570.195677 + Penalty 3270.547348 = -2351299.648329
  nChanged 21
		SP:Iteration 100F (59872.880000 sec): 3 clusters
  Score: Raw -2354574.510277 + Penalty 3270.547348 = -2351303.962929
  nChanged 17
		SP:Iteration 101Q (59873.200000 sec): 3 clusters
  Score: Raw -2354577.352189 + Penalty 3270.547348 = -2351306.804841
  nChanged 13
		SP:Iteration 102Q (59873.450000 sec): 3 clusters
  Score: Raw -2354580.152643 + Penalty 3270.547348 = -2351309.605295
  nChanged 16
		SP:Iteration 103Q (59873.790000 sec): 3 clusters
  Score: Raw -2354583.524083 + Penalty 3270.547348 = -2351312.976734
  nChanged 8
		SP:Iteration 104Q (59874.090000 sec): 3 clusters
  Score: Raw -2354585.715279 + Penalty 3270.547348 = -2351315.167931
  nChanged 10
		SP:Iteration 105Q (59874.410000 sec): 3 clusters
  Score: Raw -2354587.748535 + Penalty 3270.547348 = -2351317.201187
  nChanged 13
		SP:Iteration 106Q (59874.700000 sec): 3 clusters
  Score: Raw -2354592.158479 + Penalty 3270.547348 = -2351321.611131
  nChanged 15
		SP:Iteration 107Q (59875.030000 sec): 3 clusters
  Score: Raw -2354595.540887 + Penalty 3270.547348 = -2351324.993538
  nChanged 15
		SP:Iteration 108Q (59875.310000 sec): 3 clusters
  Score: Raw -2354598.572400 + Penalty 3270.547348 = -2351328.025052
  nChanged 11
		SP:Iteration 109Q (59875.650000 sec): 3 clusters
  Score: Raw -2354600.981175 + Penalty 3270.547348 = -2351330.433826
  nChanged 15
		SP:Iteration 110Q (59875.960000 sec): 3 clusters
  Score: Raw -2354604.528053 + Penalty 3270.547348 = -2351333.980704
  nChanged 17
		SP:Iteration 111Q (59876.250000 sec): 3 clusters
  Score: Raw -2354607.595792 + Penalty 3270.547348 = -2351337.048444
  nChanged 16
		SP:Iteration 112Q (59876.580000 sec): 3 clusters
  Score: Raw -2354610.984127 + Penalty 3270.547348 = -2351340.436779
  nChanged 7
		SP:Iteration 113Q (59876.880000 sec): 3 clusters
  Score: Raw -2354612.297692 + Penalty 3270.547348 = -2351341.750343
  nChanged 7
		SP:Iteration 114Q (59877.180000 sec): 3 clusters
  Score: Raw -2354613.559811 + Penalty 3270.547348 = -2351343.012463
  nChanged 6
		SP:Iteration 115Q (59877.440000 sec): 3 clusters
  Score: Raw -2354614.738633 + Penalty 3270.547348 = -2351344.191285
  nChanged 10
		SP:Iteration 116Q (59877.720000 sec): 3 clusters
  Score: Raw -2354616.132568 + Penalty 3270.547348 = -2351345.585219
  nChanged 7
		SP:Iteration 117Q (59878.010000 sec): 3 clusters
  Score: Raw -2354618.069181 + Penalty 3270.547348 = -2351347.521833
  nChanged 8
		SP:Iteration 118Q (59878.300000 sec): 3 clusters
  Score: Raw -2354619.880906 + Penalty 3270.547348 = -2351349.333557
  nChanged 13
		SP:Iteration 119Q (59878.580000 sec): 3 clusters
  Score: Raw -2354622.232474 + Penalty 3270.547348 = -2351351.685126
  nChanged 10
		SP:Iteration 120F (59878.890000 sec): 3 clusters
  Score: Raw -2354624.583996 + Penalty 3270.547348 = -2351354.036647
  nChanged 9
		SP:Iteration 121Q (59879.180000 sec): 3 clusters
  Score: Raw -2354626.432003 + Penalty 3270.547348 = -2351355.884654
  nChanged 9
		SP:Iteration 122Q (59879.490000 sec): 3 clusters
  Score: Raw -2354628.354951 + Penalty 3270.547348 = -2351357.807603
  nChanged 9
		SP:Iteration 123Q (59879.820000 sec): 3 clusters
  Score: Raw -2354630.213801 + Penalty 3270.547348 = -2351359.666452
  nChanged 9
		SP:Iteration 124Q (59880.060000 sec): 3 clusters
  Score: Raw -2354632.074530 + Penalty 3270.547348 = -2351361.527181
  nChanged 6
		SP:Iteration 125Q (59880.360000 sec): 3 clusters
  Score: Raw -2354632.680824 + Penalty 3270.547348 = -2351362.133476
  nChanged 2
		SP:Iteration 126Q (59880.620000 sec): 3 clusters
  Score: Raw -2354633.019703 + Penalty 3270.547348 = -2351362.472354
  nChanged 2
		SP:Iteration 127Q (59880.910000 sec): 3 clusters
  Score: Raw -2354633.455855 + Penalty 3270.547348 = -2351362.908506
  nChanged 0
		SP:Iteration 128F (59881.180000 sec): 3 clusters
  Score: Raw -2354633.455855 + Penalty 3270.547348 = -2351362.908506
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59881.310000 sec): 2 clusters
  Score: Raw -1013633.990631 + Penalty 1466.264648 = -1012167.725984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59881.580000 sec): 3 clusters
  Score: Raw -1009106.459375 + Penalty 2932.529296 = -1006173.930079
  nChanged 3481
		SP:Iteration 1F (59881.760000 sec): 3 clusters
  Score: Raw -1010910.913598 + Penalty 2932.529296 = -1007978.384302
  nChanged 504
		SP:Iteration 2F (59881.990000 sec): 3 clusters
  Score: Raw -1011150.537419 + Penalty 2932.529296 = -1008218.008123
  nChanged 429
		SP:Iteration 3F (59882.180000 sec): 3 clusters
  Score: Raw -1011339.420540 + Penalty 2932.529296 = -1008406.891244
  nChanged 360
		SP:Iteration 4Q (59882.420000 sec): 3 clusters
  Score: Raw -1011516.089179 + Penalty 2932.529296 = -1008583.559883
  nChanged 352
		SP:Iteration 5Q (59882.610000 sec): 3 clusters
  Score: Raw -1011722.322818 + Penalty 2932.529296 = -1008789.793522
  nChanged 381
		SP:Iteration 6Q (59882.830000 sec): 3 clusters
  Score: Raw -1011924.701437 + Penalty 2932.529296 = -1008992.172142
  nChanged 333
		SP:Iteration 7Q (59883.000000 sec): 3 clusters
  Score: Raw -1012110.833500 + Penalty 2932.529296 = -1009178.304204
  nChanged 334
		SP:Iteration 8Q (59883.220000 sec): 3 clusters
  Score: Raw -1012322.237483 + Penalty 2932.529296 = -1009389.708187
  nChanged 312
		SP:Iteration 9Q (59883.460000 sec): 3 clusters
  Score: Raw -1012511.088140 + Penalty 2932.529296 = -1009578.558844
  nChanged 292
		SP:Iteration 10Q (59883.640000 sec): 3 clusters
  Score: Raw -1012695.005790 + Penalty 2932.529296 = -1009762.476494
  nChanged 284
		SP:Iteration 11Q (59883.840000 sec): 3 clusters
  Score: Raw -1012882.127888 + Penalty 2932.529296 = -1009949.598592
  nChanged 248
		SP:Iteration 12Q (59884.080000 sec): 3 clusters
  Score: Raw -1013043.444600 + Penalty 2932.529296 = -1010110.915304
  nChanged 241
		SP:Iteration 13Q (59884.320000 sec): 3 clusters
  Score: Raw -1013212.647721 + Penalty 2932.529296 = -1010280.118425
  nChanged 204
		SP:Iteration 14Q (59884.540000 sec): 3 clusters
  Score: Raw -1013350.002681 + Penalty 2932.529296 = -1010417.473385
  nChanged 185
		SP:Iteration 15Q (59884.760000 sec): 3 clusters
  Score: Raw -1013482.448561 + Penalty 2932.529296 = -1010549.919265
  nChanged 151
		SP:Iteration 16Q (59884.960000 sec): 3 clusters
  Score: Raw -1013590.652934 + Penalty 2932.529296 = -1010658.123638
  nChanged 110
		SP:Iteration 17Q (59885.150000 sec): 3 clusters
  Score: Raw -1013661.663599 + Penalty 2932.529296 = -1010729.134303
  nChanged 91
		SP:Iteration 18Q (59885.370000 sec): 3 clusters
  Score: Raw -1013720.560642 + Penalty 2932.529296 = -1010788.031346
  nChanged 84
		SP:Iteration 19Q (59885.580000 sec): 3 clusters
  Score: Raw -1013773.690818 + Penalty 2932.529296 = -1010841.161522
  nChanged 80
		SP:Iteration 20F (59885.780000 sec): 3 clusters
  Score: Raw -1013828.959819 + Penalty 2932.529296 = -1010896.430523
  nChanged 67
		SP:Iteration 21Q (59885.970000 sec): 3 clusters
  Score: Raw -1013874.208652 + Penalty 2932.529296 = -1010941.679356
  nChanged 52
		SP:Iteration 22Q (59886.240000 sec): 3 clusters
  Score: Raw -1013906.618678 + Penalty 2932.529296 = -1010974.089382
  nChanged 49
		SP:Iteration 23Q (59886.430000 sec): 3 clusters
  Score: Raw -1013943.668871 + Penalty 2932.529296 = -1011011.139576
  nChanged 30
		SP:Iteration 24Q (59886.710000 sec): 3 clusters
  Score: Raw -1013962.869785 + Penalty 2932.529296 = -1011030.340489
  nChanged 32
		SP:Iteration 25Q (59886.940000 sec): 3 clusters
  Score: Raw -1013986.341234 + Penalty 2932.529296 = -1011053.811938
  nChanged 39
		SP:Iteration 26Q (59887.150000 sec): 3 clusters
  Score: Raw -1014021.253626 + Penalty 2932.529296 = -1011088.724330
  nChanged 39
		SP:Iteration 27Q (59887.400000 sec): 3 clusters
  Score: Raw -1014054.746241 + Penalty 2932.529296 = -1011122.216945
  nChanged 37
		SP:Iteration 28Q (59887.620000 sec): 3 clusters
  Score: Raw -1014094.405604 + Penalty 2932.529296 = -1011161.876308
  nChanged 28
		SP:Iteration 29Q (59887.860000 sec): 3 clusters
  Score: Raw -1014133.426115 + Penalty 2932.529296 = -1011200.896819
  nChanged 31
		SP:Iteration 30Q (59888.100000 sec): 3 clusters
  Score: Raw -1014172.965786 + Penalty 2932.529296 = -1011240.436490
  nChanged 22
		SP:Iteration 31Q (59888.320000 sec): 3 clusters
  Score: Raw -1014192.753418 + Penalty 2932.529296 = -1011260.224122
  nChanged 14
		SP:Iteration 32Q (59888.510000 sec): 3 clusters
  Score: Raw -1014204.422740 + Penalty 2932.529296 = -1011271.893444
  nChanged 11
		SP:Iteration 33Q (59888.710000 sec): 3 clusters
  Score: Raw -1014213.199365 + Penalty 2932.529296 = -1011280.670069
  nChanged 8
		SP:Iteration 34Q (59888.910000 sec): 3 clusters
  Score: Raw -1014219.159311 + Penalty 2932.529296 = -1011286.630015
  nChanged 5
		SP:Iteration 35Q (59889.110000 sec): 3 clusters
  Score: Raw -1014222.872970 + Penalty 2932.529296 = -1011290.343674
  nChanged 2
		SP:Iteration 36Q (59889.320000 sec): 3 clusters
  Score: Raw -1014223.484628 + Penalty 2932.529296 = -1011290.955332
  nChanged 0
		SP:Iteration 37F (59889.570000 sec): 3 clusters
  Score: Raw -1014223.484628 + Penalty 2932.529296 = -1011290.955332
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59889.830000 sec): 2 clusters
  Score: Raw -2830721.849639 + Penalty 1644.331288 = -2829077.518351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59890.100000 sec): 3 clusters
  Score: Raw -2815558.639350 + Penalty 3288.662575 = -2812269.976775
  nChanged 11375
		SP:Iteration 1F (59890.410000 sec): 3 clusters
  Score: Raw -2821817.581223 + Penalty 3288.662575 = -2818528.918648
  nChanged 1225
		SP:Iteration 2Q (59890.740000 sec): 3 clusters
  Score: Raw -2822314.585108 + Penalty 3288.662575 = -2819025.922533
  nChanged 1232
		SP:Iteration 3Q (59891.070000 sec): 3 clusters
  Score: Raw -2822810.248097 + Penalty 3288.662575 = -2819521.585522
  nChanged 1096
		SP:Iteration 4Q (59891.440000 sec): 3 clusters
  Score: Raw -2823264.218774 + Penalty 3288.662575 = -2819975.556199
  nChanged 1059
		SP:Iteration 5Q (59891.740000 sec): 3 clusters
  Score: Raw -2823714.602452 + Penalty 3288.662575 = -2820425.939877
  nChanged 1021
		SP:Iteration 6Q (59892.040000 sec): 3 clusters
  Score: Raw -2824169.840129 + Penalty 3288.662575 = -2820881.177554
  nChanged 1075
		SP:Iteration 7Q (59892.320000 sec): 3 clusters
  Score: Raw -2824706.099074 + Penalty 3288.662575 = -2821417.436499
  nChanged 1055
		SP:Iteration 8Q (59892.610000 sec): 3 clusters
  Score: Raw -2825303.692292 + Penalty 3288.662575 = -2822015.029717
  nChanged 1180
		SP:Iteration 9Q (59892.940000 sec): 3 clusters
  Score: Raw -2826027.584154 + Penalty 3288.662575 = -2822738.921579
  nChanged 1222
		SP:Iteration 10Q (59893.310000 sec): 3 clusters
  Score: Raw -2826759.382946 + Penalty 3288.662575 = -2823470.720370
  nChanged 1084
		SP:Iteration 11Q (59893.610000 sec): 3 clusters
  Score: Raw -2827306.030844 + Penalty 3288.662575 = -2824017.368269
  nChanged 856
		SP:Iteration 12Q (59893.980000 sec): 3 clusters
  Score: Raw -2827633.896592 + Penalty 3288.662575 = -2824345.234017
  nChanged 619
		SP:Iteration 13Q (59894.300000 sec): 3 clusters
  Score: Raw -2827824.026745 + Penalty 3288.662575 = -2824535.364170
  nChanged 456
		SP:Iteration 14Q (59894.610000 sec): 3 clusters
  Score: Raw -2827928.219145 + Penalty 3288.662575 = -2824639.556570
  nChanged 307
		SP:Iteration 15Q (59894.910000 sec): 3 clusters
  Score: Raw -2827990.194121 + Penalty 3288.662575 = -2824701.531546
  nChanged 255
		SP:Iteration 16Q (59895.240000 sec): 3 clusters
  Score: Raw -2828039.480241 + Penalty 3288.662575 = -2824750.817666
  nChanged 217
		SP:Iteration 17Q (59895.540000 sec): 3 clusters
  Score: Raw -2828074.010820 + Penalty 3288.662575 = -2824785.348245
  nChanged 187
		SP:Iteration 18Q (59895.860000 sec): 3 clusters
  Score: Raw -2828101.775890 + Penalty 3288.662575 = -2824813.113315
  nChanged 179
		SP:Iteration 19Q (59896.200000 sec): 3 clusters
  Score: Raw -2828128.258479 + Penalty 3288.662575 = -2824839.595904
  nChanged 156
		SP:Iteration 20F (59896.590000 sec): 3 clusters
  Score: Raw -2828151.267396 + Penalty 3288.662575 = -2824862.604821
  nChanged 148
		SP:Iteration 21Q (59896.930000 sec): 3 clusters
  Score: Raw -2828171.236649 + Penalty 3288.662575 = -2824882.574074
  nChanged 130
		SP:Iteration 22Q (59897.250000 sec): 3 clusters
  Score: Raw -2828188.878608 + Penalty 3288.662575 = -2824900.216032
  nChanged 127
		SP:Iteration 23Q (59897.610000 sec): 3 clusters
  Score: Raw -2828204.702951 + Penalty 3288.662575 = -2824916.040376
  nChanged 127
		SP:Iteration 24Q (59897.970000 sec): 3 clusters
  Score: Raw -2828222.327620 + Penalty 3288.662575 = -2824933.665045
  nChanged 130
		SP:Iteration 25Q (59898.260000 sec): 3 clusters
  Score: Raw -2828238.971651 + Penalty 3288.662575 = -2824950.309076
  nChanged 118
		SP:Iteration 26Q (59898.580000 sec): 3 clusters
  Score: Raw -2828255.207143 + Penalty 3288.662575 = -2824966.544568
  nChanged 140
		SP:Iteration 27Q (59898.870000 sec): 3 clusters
  Score: Raw -2828275.309034 + Penalty 3288.662575 = -2824986.646459
  nChanged 147
		SP:Iteration 28Q (59899.240000 sec): 3 clusters
  Score: Raw -2828299.017795 + Penalty 3288.662575 = -2825010.355220
  nChanged 177
		SP:Iteration 29Q (59899.540000 sec): 3 clusters
  Score: Raw -2828329.026979 + Penalty 3288.662575 = -2825040.364404
  nChanged 173
		SP:Iteration 30Q (59899.830000 sec): 3 clusters
  Score: Raw -2828357.139828 + Penalty 3288.662575 = -2825068.477253
  nChanged 169
		SP:Iteration 31Q (59900.170000 sec): 3 clusters
  Score: Raw -2828381.905415 + Penalty 3288.662575 = -2825093.242840
  nChanged 162
		SP:Iteration 32Q (59900.530000 sec): 3 clusters
  Score: Raw -2828406.653235 + Penalty 3288.662575 = -2825117.990660
  nChanged 173
		SP:Iteration 33Q (59900.800000 sec): 3 clusters
  Score: Raw -2828434.124532 + Penalty 3288.662575 = -2825145.461956
  nChanged 169
		SP:Iteration 34Q (59901.120000 sec): 3 clusters
  Score: Raw -2828465.233077 + Penalty 3288.662575 = -2825176.570502
  nChanged 198
		SP:Iteration 35Q (59901.470000 sec): 3 clusters
  Score: Raw -2828502.153454 + Penalty 3288.662575 = -2825213.490879
  nChanged 201
		SP:Iteration 36Q (59901.830000 sec): 3 clusters
  Score: Raw -2828543.590488 + Penalty 3288.662575 = -2825254.927913
  nChanged 209
		SP:Iteration 37Q (59902.170000 sec): 3 clusters
  Score: Raw -2828587.181010 + Penalty 3288.662575 = -2825298.518435
  nChanged 190
		SP:Iteration 38Q (59902.480000 sec): 3 clusters
  Score: Raw -2828630.289710 + Penalty 3288.662575 = -2825341.627135
  nChanged 188
		SP:Iteration 39Q (59902.770000 sec): 3 clusters
  Score: Raw -2828669.140715 + Penalty 3288.662575 = -2825380.478140
  nChanged 203
		SP:Iteration 40F (59903.090000 sec): 3 clusters
  Score: Raw -2828713.190497 + Penalty 3288.662575 = -2825424.527922
  nChanged 179
		SP:Iteration 41Q (59903.410000 sec): 3 clusters
  Score: Raw -2828749.123543 + Penalty 3288.662575 = -2825460.460968
  nChanged 190
		SP:Iteration 42Q (59903.750000 sec): 3 clusters
  Score: Raw -2828795.605771 + Penalty 3288.662575 = -2825506.943196
  nChanged 212
		SP:Iteration 43Q (59904.060000 sec): 3 clusters
  Score: Raw -2828849.001650 + Penalty 3288.662575 = -2825560.339075
  nChanged 229
		SP:Iteration 44Q (59904.390000 sec): 3 clusters
  Score: Raw -2828909.502005 + Penalty 3288.662575 = -2825620.839430
  nChanged 246
		SP:Iteration 45Q (59904.740000 sec): 3 clusters
  Score: Raw -2828978.067819 + Penalty 3288.662575 = -2825689.405244
  nChanged 242
		SP:Iteration 46Q (59905.030000 sec): 3 clusters
  Score: Raw -2829044.321721 + Penalty 3288.662575 = -2825755.659146
  nChanged 261
		SP:Iteration 47Q (59905.310000 sec): 3 clusters
  Score: Raw -2829115.350772 + Penalty 3288.662575 = -2825826.688196
  nChanged 248
		SP:Iteration 48Q (59905.590000 sec): 3 clusters
  Score: Raw -2829185.210329 + Penalty 3288.662575 = -2825896.547754
  nChanged 243
		SP:Iteration 49Q (59905.870000 sec): 3 clusters
  Score: Raw -2829257.506194 + Penalty 3288.662575 = -2825968.843619
  nChanged 273
		SP:Iteration 50Q (59906.190000 sec): 3 clusters
  Score: Raw -2829343.405403 + Penalty 3288.662575 = -2826054.742828
  nChanged 294
		SP:Iteration 51Q (59906.480000 sec): 3 clusters
  Score: Raw -2829447.861328 + Penalty 3288.662575 = -2826159.198753
  nChanged 288
		SP:Iteration 52Q (59906.760000 sec): 3 clusters
  Score: Raw -2829555.773069 + Penalty 3288.662575 = -2826267.110494
  nChanged 298
		SP:Iteration 53Q (59907.030000 sec): 3 clusters
  Score: Raw -2829685.985066 + Penalty 3288.662575 = -2826397.322491
  nChanged 305
		SP:Iteration 54Q (59907.350000 sec): 3 clusters
  Score: Raw -2829823.902727 + Penalty 3288.662575 = -2826535.240152
  nChanged 310
		SP:Iteration 55Q (59907.590000 sec): 3 clusters
  Score: Raw -2829961.289441 + Penalty 3288.662575 = -2826672.626866
  nChanged 287
		SP:Iteration 56Q (59907.910000 sec): 3 clusters
  Score: Raw -2830098.118018 + Penalty 3288.662575 = -2826809.455443
  nChanged 290
		SP:Iteration 57Q (59908.190000 sec): 3 clusters
  Score: Raw -2830244.830153 + Penalty 3288.662575 = -2826956.167578
  nChanged 255
		SP:Iteration 58Q (59908.540000 sec): 3 clusters
  Score: Raw -2830383.091392 + Penalty 3288.662575 = -2827094.428817
  nChanged 220
		SP:Iteration 59Q (59908.870000 sec): 3 clusters
  Score: Raw -2830504.157739 + Penalty 3288.662575 = -2827215.495164
  nChanged 179
		SP:Iteration 60F (59909.170000 sec): 3 clusters
  Score: Raw -2830602.540535 + Penalty 3288.662575 = -2827313.877960
  nChanged 147
		SP:Iteration 61Q (59909.490000 sec): 3 clusters
  Score: Raw -2830674.348526 + Penalty 3288.662575 = -2827385.685951
  nChanged 128
		SP:Iteration 62Q (59909.810000 sec): 3 clusters
  Score: Raw -2830737.702128 + Penalty 3288.662575 = -2827449.039553
  nChanged 104
		SP:Iteration 63Q (59910.140000 sec): 3 clusters
  Score: Raw -2830792.819656 + Penalty 3288.662575 = -2827504.157081
  nChanged 87
		SP:Iteration 64Q (59910.360000 sec): 3 clusters
  Score: Raw -2830836.245663 + Penalty 3288.662575 = -2827547.583088
  nChanged 78
		SP:Iteration 65Q (59910.640000 sec): 3 clusters
  Score: Raw -2830878.623070 + Penalty 3288.662575 = -2827589.960494
  nChanged 67
		SP:Iteration 66Q (59910.930000 sec): 3 clusters
  Score: Raw -2830914.016240 + Penalty 3288.662575 = -2827625.353665
  nChanged 62
		SP:Iteration 67Q (59911.180000 sec): 3 clusters
  Score: Raw -2830946.918315 + Penalty 3288.662575 = -2827658.255740
  nChanged 57
		SP:Iteration 68Q (59911.420000 sec): 3 clusters
  Score: Raw -2830970.958592 + Penalty 3288.662575 = -2827682.296017
  nChanged 44
		SP:Iteration 69Q (59911.750000 sec): 3 clusters
  Score: Raw -2830992.209460 + Penalty 3288.662575 = -2827703.546885
  nChanged 51
		SP:Iteration 70Q (59912.030000 sec): 3 clusters
  Score: Raw -2831014.560324 + Penalty 3288.662575 = -2827725.897749
  nChanged 32
		SP:Iteration 71Q (59912.320000 sec): 3 clusters
  Score: Raw -2831028.744515 + Penalty 3288.662575 = -2827740.081940
  nChanged 33
		SP:Iteration 72Q (59912.670000 sec): 3 clusters
  Score: Raw -2831044.670642 + Penalty 3288.662575 = -2827756.008067
  nChanged 33
		SP:Iteration 73Q (59912.950000 sec): 3 clusters
  Score: Raw -2831064.061856 + Penalty 3288.662575 = -2827775.399281
  nChanged 26
		SP:Iteration 74Q (59913.290000 sec): 3 clusters
  Score: Raw -2831077.701624 + Penalty 3288.662575 = -2827789.039048
  nChanged 17
		SP:Iteration 75Q (59913.630000 sec): 3 clusters
  Score: Raw -2831086.132105 + Penalty 3288.662575 = -2827797.469530
  nChanged 20
		SP:Iteration 76Q (59913.900000 sec): 3 clusters
  Score: Raw -2831095.047135 + Penalty 3288.662575 = -2827806.384560
  nChanged 22
		SP:Iteration 77Q (59914.190000 sec): 3 clusters
  Score: Raw -2831105.460564 + Penalty 3288.662575 = -2827816.797989
  nChanged 19
		SP:Iteration 78Q (59914.520000 sec): 3 clusters
  Score: Raw -2831115.867647 + Penalty 3288.662575 = -2827827.205072
  nChanged 19
		SP:Iteration 79Q (59914.830000 sec): 3 clusters
  Score: Raw -2831125.350440 + Penalty 3288.662575 = -2827836.687865
  nChanged 14
		SP:Iteration 80F (59915.200000 sec): 3 clusters
  Score: Raw -2831132.036366 + Penalty 3288.662575 = -2827843.373791
  nChanged 5
		SP:Iteration 81Q (59915.510000 sec): 3 clusters
  Score: Raw -2831133.712604 + Penalty 3288.662575 = -2827845.050029
  nChanged 3
		SP:Iteration 82Q (59915.820000 sec): 3 clusters
  Score: Raw -2831135.186896 + Penalty 3288.662575 = -2827846.524321
  nChanged 6
		SP:Iteration 83Q (59916.060000 sec): 3 clusters
  Score: Raw -2831138.722410 + Penalty 3288.662575 = -2827850.059835
  nChanged 6
		SP:Iteration 84Q (59916.300000 sec): 3 clusters
  Score: Raw -2831141.652600 + Penalty 3288.662575 = -2827852.990025
  nChanged 8
		SP:Iteration 85Q (59916.600000 sec): 3 clusters
  Score: Raw -2831145.276100 + Penalty 3288.662575 = -2827856.613525
  nChanged 4
		SP:Iteration 86Q (59916.920000 sec): 3 clusters
  Score: Raw -2831146.806510 + Penalty 3288.662575 = -2827858.143935
  nChanged 4
		SP:Iteration 87Q (59917.170000 sec): 3 clusters
  Score: Raw -2831148.047125 + Penalty 3288.662575 = -2827859.384550
  nChanged 0
		SP:Iteration 88F (59917.510000 sec): 3 clusters
  Score: Raw -2831148.047125 + Penalty 3288.662575 = -2827859.384550
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59917.610000 sec): 2 clusters
  Score: Raw -55309.114976 + Penalty 998.778504 = -54310.336472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59917.810000 sec): 3 clusters
  Score: Raw -55266.704361 + Penalty 1997.557009 = -53269.147352
  nChanged 98
		SP:Iteration 1F (59917.950000 sec): 3 clusters
  Score: Raw -55408.217468 + Penalty 1997.557009 = -53410.660459
  nChanged 23
		SP:Iteration 2Q (59918.100000 sec): 3 clusters
  Score: Raw -55448.858737 + Penalty 1997.557009 = -53451.301728
  nChanged 14
		SP:Iteration 3Q (59918.310000 sec): 3 clusters
  Score: Raw -55474.460982 + Penalty 1997.557009 = -53476.903973
  nChanged 7
		SP:Iteration 4Q (59918.450000 sec): 3 clusters
  Score: Raw -55483.005818 + Penalty 1997.557009 = -53485.448809
  nChanged 2
		SP:Iteration 5Q (59918.630000 sec): 3 clusters
  Score: Raw -55486.420732 + Penalty 1997.557009 = -53488.863723
  nChanged 1
		SP:Iteration 6Q (59918.790000 sec): 3 clusters
  Score: Raw -55488.852571 + Penalty 1997.557009 = -53491.295562
  nChanged 0
		SP:Iteration 7F (59919.040000 sec): 3 clusters
  Score: Raw -55488.852571 + Penalty 1997.557009 = -53491.295562
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59919.270000 sec): 2 clusters
  Score: Raw -3136800.327693 + Penalty 1659.139545 = -3135141.188148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59919.670000 sec): 3 clusters
  Score: Raw -3120214.474366 + Penalty 3318.279091 = -3116896.195275
  nChanged 12367
		SP:Iteration 1F (59920.000000 sec): 3 clusters
  Score: Raw -3127342.157161 + Penalty 3318.279091 = -3124023.878070
  nChanged 1752
		SP:Iteration 2F (59920.310000 sec): 3 clusters
  Score: Raw -3128254.935508 + Penalty 3318.279091 = -3124936.656417
  nChanged 1802
		SP:Iteration 3F (59920.650000 sec): 3 clusters
  Score: Raw -3129259.456125 + Penalty 3318.279091 = -3125941.177035
  nChanged 1832
		SP:Iteration 4F (59920.960000 sec): 3 clusters
  Score: Raw -3130289.128217 + Penalty 3318.279091 = -3126970.849126
  nChanged 1627
		SP:Iteration 5F (59921.310000 sec): 3 clusters
  Score: Raw -3131155.225983 + Penalty 3318.279091 = -3127836.946893
  nChanged 1341
		SP:Iteration 6Q (59921.680000 sec): 3 clusters
  Score: Raw -3131824.402001 + Penalty 3318.279091 = -3128506.122910
  nChanged 1138
		SP:Iteration 7Q (59922.050000 sec): 3 clusters
  Score: Raw -3132372.279701 + Penalty 3318.279091 = -3129054.000610
  nChanged 1014
		SP:Iteration 8Q (59922.420000 sec): 3 clusters
  Score: Raw -3132874.125206 + Penalty 3318.279091 = -3129555.846115
  nChanged 891
		SP:Iteration 9Q (59922.770000 sec): 3 clusters
  Score: Raw -3133369.668049 + Penalty 3318.279091 = -3130051.388958
  nChanged 832
		SP:Iteration 10Q (59923.100000 sec): 3 clusters
  Score: Raw -3133809.912467 + Penalty 3318.279091 = -3130491.633376
  nChanged 715
		SP:Iteration 11Q (59923.470000 sec): 3 clusters
  Score: Raw -3134181.167185 + Penalty 3318.279091 = -3130862.888094
  nChanged 648
		SP:Iteration 12Q (59923.830000 sec): 3 clusters
  Score: Raw -3134471.401385 + Penalty 3318.279091 = -3131153.122294
  nChanged 511
		SP:Iteration 13Q (59924.230000 sec): 3 clusters
  Score: Raw -3134674.345583 + Penalty 3318.279091 = -3131356.066492
  nChanged 458
		SP:Iteration 14Q (59924.600000 sec): 3 clusters
  Score: Raw -3134856.201907 + Penalty 3318.279091 = -3131537.922816
  nChanged 424
		SP:Iteration 15Q (59924.930000 sec): 3 clusters
  Score: Raw -3135009.870882 + Penalty 3318.279091 = -3131691.591792
  nChanged 397
		SP:Iteration 16Q (59925.240000 sec): 3 clusters
  Score: Raw -3135158.686453 + Penalty 3318.279091 = -3131840.407362
  nChanged 378
		SP:Iteration 17Q (59925.570000 sec): 3 clusters
  Score: Raw -3135306.534117 + Penalty 3318.279091 = -3131988.255027
  nChanged 406
		SP:Iteration 18Q (59925.910000 sec): 3 clusters
  Score: Raw -3135479.783251 + Penalty 3318.279091 = -3132161.504160
  nChanged 378
		SP:Iteration 19Q (59926.210000 sec): 3 clusters
  Score: Raw -3135628.911101 + Penalty 3318.279091 = -3132310.632010
  nChanged 348
		SP:Iteration 20F (59926.530000 sec): 3 clusters
  Score: Raw -3135766.140443 + Penalty 3318.279091 = -3132447.861352
  nChanged 313
		SP:Iteration 21Q (59926.830000 sec): 3 clusters
  Score: Raw -3135889.826823 + Penalty 3318.279091 = -3132571.547732
  nChanged 287
		SP:Iteration 22Q (59927.140000 sec): 3 clusters
  Score: Raw -3136017.615404 + Penalty 3318.279091 = -3132699.336313
  nChanged 289
		SP:Iteration 23Q (59927.470000 sec): 3 clusters
  Score: Raw -3136140.671391 + Penalty 3318.279091 = -3132822.392300
  nChanged 249
		SP:Iteration 24Q (59927.750000 sec): 3 clusters
  Score: Raw -3136253.557878 + Penalty 3318.279091 = -3132935.278788
  nChanged 217
		SP:Iteration 25Q (59928.060000 sec): 3 clusters
  Score: Raw -3136355.012630 + Penalty 3318.279091 = -3133036.733539
  nChanged 196
		SP:Iteration 26Q (59928.360000 sec): 3 clusters
  Score: Raw -3136450.978420 + Penalty 3318.279091 = -3133132.699330
  nChanged 188
		SP:Iteration 27Q (59928.710000 sec): 3 clusters
  Score: Raw -3136542.231232 + Penalty 3318.279091 = -3133223.952141
  nChanged 165
		SP:Iteration 28Q (59928.960000 sec): 3 clusters
  Score: Raw -3136619.330988 + Penalty 3318.279091 = -3133301.051897
  nChanged 139
		SP:Iteration 29Q (59929.280000 sec): 3 clusters
  Score: Raw -3136679.257407 + Penalty 3318.279091 = -3133360.978316
  nChanged 106
		SP:Iteration 30Q (59929.580000 sec): 3 clusters
  Score: Raw -3136721.926690 + Penalty 3318.279091 = -3133403.647600
  nChanged 89
		SP:Iteration 31Q (59929.870000 sec): 3 clusters
  Score: Raw -3136752.811257 + Penalty 3318.279091 = -3133434.532166
  nChanged 71
		SP:Iteration 32Q (59930.190000 sec): 3 clusters
  Score: Raw -3136778.679745 + Penalty 3318.279091 = -3133460.400654
  nChanged 75
		SP:Iteration 33Q (59930.540000 sec): 3 clusters
  Score: Raw -3136802.506606 + Penalty 3318.279091 = -3133484.227515
  nChanged 65
		SP:Iteration 34Q (59930.830000 sec): 3 clusters
  Score: Raw -3136824.198727 + Penalty 3318.279091 = -3133505.919636
  nChanged 59
		SP:Iteration 35Q (59931.170000 sec): 3 clusters
  Score: Raw -3136846.038938 + Penalty 3318.279091 = -3133527.759847
  nChanged 56
		SP:Iteration 36Q (59931.510000 sec): 3 clusters
  Score: Raw -3136864.966701 + Penalty 3318.279091 = -3133546.687611
  nChanged 54
		SP:Iteration 37Q (59931.780000 sec): 3 clusters
  Score: Raw -3136880.417570 + Penalty 3318.279091 = -3133562.138480
  nChanged 38
		SP:Iteration 38Q (59932.090000 sec): 3 clusters
  Score: Raw -3136891.954941 + Penalty 3318.279091 = -3133573.675850
  nChanged 40
		SP:Iteration 39Q (59932.380000 sec): 3 clusters
  Score: Raw -3136905.770902 + Penalty 3318.279091 = -3133587.491811
  nChanged 41
		SP:Iteration 40F (59932.700000 sec): 3 clusters
  Score: Raw -3136918.736865 + Penalty 3318.279091 = -3133600.457774
  nChanged 34
		SP:Iteration 41Q (59933.010000 sec): 3 clusters
  Score: Raw -3136930.832014 + Penalty 3318.279091 = -3133612.552924
  nChanged 31
		SP:Iteration 42Q (59933.320000 sec): 3 clusters
  Score: Raw -3136943.456298 + Penalty 3318.279091 = -3133625.177208
  nChanged 33
		SP:Iteration 43Q (59933.620000 sec): 3 clusters
  Score: Raw -3136955.416240 + Penalty 3318.279091 = -3133637.137149
  nChanged 26
		SP:Iteration 44Q (59933.920000 sec): 3 clusters
  Score: Raw -3136963.424587 + Penalty 3318.279091 = -3133645.145496
  nChanged 25
		SP:Iteration 45Q (59934.270000 sec): 3 clusters
  Score: Raw -3136972.583537 + Penalty 3318.279091 = -3133654.304447
  nChanged 27
		SP:Iteration 46Q (59934.490000 sec): 3 clusters
  Score: Raw -3136981.366062 + Penalty 3318.279091 = -3133663.086971
  nChanged 30
		SP:Iteration 47Q (59934.760000 sec): 3 clusters
  Score: Raw -3136989.832264 + Penalty 3318.279091 = -3133671.553173
  nChanged 25
		SP:Iteration 48Q (59935.060000 sec): 3 clusters
  Score: Raw -3136997.274679 + Penalty 3318.279091 = -3133678.995588
  nChanged 21
		SP:Iteration 49Q (59935.380000 sec): 3 clusters
  Score: Raw -3137002.652655 + Penalty 3318.279091 = -3133684.373564
  nChanged 14
		SP:Iteration 50Q (59935.670000 sec): 3 clusters
  Score: Raw -3137005.727398 + Penalty 3318.279091 = -3133687.448307
  nChanged 15
		SP:Iteration 51Q (59935.980000 sec): 3 clusters
  Score: Raw -3137009.777298 + Penalty 3318.279091 = -3133691.498207
  nChanged 7
		SP:Iteration 52Q (59936.290000 sec): 3 clusters
  Score: Raw -3137011.576497 + Penalty 3318.279091 = -3133693.297406
  nChanged 5
		SP:Iteration 53Q (59936.600000 sec): 3 clusters
  Score: Raw -3137012.493236 + Penalty 3318.279091 = -3133694.214145
  nChanged 7
		SP:Iteration 54Q (59936.920000 sec): 3 clusters
  Score: Raw -3137014.176412 + Penalty 3318.279091 = -3133695.897321
  nChanged 7
		SP:Iteration 55Q (59937.210000 sec): 3 clusters
  Score: Raw -3137015.648688 + Penalty 3318.279091 = -3133697.369598
  nChanged 10
		SP:Iteration 56Q (59937.510000 sec): 3 clusters
  Score: Raw -3137018.276906 + Penalty 3318.279091 = -3133699.997815
  nChanged 7
		SP:Iteration 57Q (59937.800000 sec): 3 clusters
  Score: Raw -3137020.097661 + Penalty 3318.279091 = -3133701.818571
  nChanged 7
		SP:Iteration 58Q (59938.150000 sec): 3 clusters
  Score: Raw -3137022.249712 + Penalty 3318.279091 = -3133703.970622
  nChanged 4
		SP:Iteration 59Q (59938.420000 sec): 3 clusters
  Score: Raw -3137023.499559 + Penalty 3318.279091 = -3133705.220468
  nChanged 6
		SP:Iteration 60F (59938.790000 sec): 3 clusters
  Score: Raw -3137025.719055 + Penalty 3318.279091 = -3133707.439964
  nChanged 8
		SP:Iteration 61Q (59939.070000 sec): 3 clusters
  Score: Raw -3137028.616909 + Penalty 3318.279091 = -3133710.337818
  nChanged 7
		SP:Iteration 62Q (59939.390000 sec): 3 clusters
  Score: Raw -3137031.325637 + Penalty 3318.279091 = -3133713.046547
  nChanged 12
		SP:Iteration 63Q (59939.680000 sec): 3 clusters
  Score: Raw -3137034.982321 + Penalty 3318.279091 = -3133716.703230
  nChanged 9
		SP:Iteration 64Q (59939.980000 sec): 3 clusters
  Score: Raw -3137036.729106 + Penalty 3318.279091 = -3133718.450016
  nChanged 5
		SP:Iteration 65Q (59940.280000 sec): 3 clusters
  Score: Raw -3137037.663410 + Penalty 3318.279091 = -3133719.384319
  nChanged 2
		SP:Iteration 66Q (59940.620000 sec): 3 clusters
  Score: Raw -3137037.987025 + Penalty 3318.279091 = -3133719.707934
  nChanged 3
		SP:Iteration 67Q (59940.870000 sec): 3 clusters
  Score: Raw -3137039.145756 + Penalty 3318.279091 = -3133720.866665
  nChanged 6
		SP:Iteration 68Q (59941.160000 sec): 3 clusters
  Score: Raw -3137040.332493 + Penalty 3318.279091 = -3133722.053403
  nChanged 4
		SP:Iteration 69Q (59941.480000 sec): 3 clusters
  Score: Raw -3137041.139276 + Penalty 3318.279091 = -3133722.860185
  nChanged 3
		SP:Iteration 70Q (59941.770000 sec): 3 clusters
  Score: Raw -3137042.021511 + Penalty 3318.279091 = -3133723.742420
  nChanged 4
		SP:Iteration 71Q (59942.040000 sec): 3 clusters
  Score: Raw -3137044.013906 + Penalty 3318.279091 = -3133725.734815
  nChanged 6
		SP:Iteration 72Q (59942.360000 sec): 3 clusters
  Score: Raw -3137046.590089 + Penalty 3318.279091 = -3133728.310998
  nChanged 6
		SP:Iteration 73Q (59942.620000 sec): 3 clusters
  Score: Raw -3137048.602235 + Penalty 3318.279091 = -3133730.323144
  nChanged 7
		SP:Iteration 74Q (59942.930000 sec): 3 clusters
  Score: Raw -3137050.864550 + Penalty 3318.279091 = -3133732.585460
  nChanged 5
		SP:Iteration 75Q (59943.260000 sec): 3 clusters
  Score: Raw -3137051.914423 + Penalty 3318.279091 = -3133733.635332
  nChanged 3
		SP:Iteration 76Q (59943.530000 sec): 3 clusters
  Score: Raw -3137052.961534 + Penalty 3318.279091 = -3133734.682443
  nChanged 3
		SP:Iteration 77Q (59943.830000 sec): 3 clusters
  Score: Raw -3137053.847256 + Penalty 3318.279091 = -3133735.568165
  nChanged 4
		SP:Iteration 78Q (59944.070000 sec): 3 clusters
  Score: Raw -3137055.316621 + Penalty 3318.279091 = -3133737.037531
  nChanged 4
		SP:Iteration 79Q (59944.360000 sec): 3 clusters
  Score: Raw -3137056.056682 + Penalty 3318.279091 = -3133737.777592
  nChanged 3
		SP:Iteration 80F (59944.630000 sec): 3 clusters
  Score: Raw -3137056.630278 + Penalty 3318.279091 = -3133738.351187
  nChanged 2
		SP:Iteration 81Q (59944.930000 sec): 3 clusters
  Score: Raw -3137057.207593 + Penalty 3318.279091 = -3133738.928502
  nChanged 1
		SP:Iteration 82Q (59945.240000 sec): 3 clusters
  Score: Raw -3137057.506845 + Penalty 3318.279091 = -3133739.227754
  nChanged 2
		SP:Iteration 83Q (59945.490000 sec): 3 clusters
  Score: Raw -3137057.921099 + Penalty 3318.279091 = -3133739.642009
  nChanged 1
		SP:Iteration 84Q (59945.820000 sec): 3 clusters
  Score: Raw -3137058.212839 + Penalty 3318.279091 = -3133739.933749
  nChanged 1
		SP:Iteration 85Q (59946.100000 sec): 3 clusters
  Score: Raw -3137058.498559 + Penalty 3318.279091 = -3133740.219468
  nChanged 0
		SP:Iteration 86F (59946.430000 sec): 3 clusters
  Score: Raw -3137058.498559 + Penalty 3318.279091 = -3133740.219468
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59946.520000 sec): 2 clusters
  Score: Raw -81665.846371 + Penalty 1069.803999 = -80596.042372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59946.740000 sec): 3 clusters
  Score: Raw -81503.722627 + Penalty 2139.607997 = -79364.114630
  nChanged 203
		SP:Iteration 1F (59946.930000 sec): 3 clusters
  Score: Raw -81764.367517 + Penalty 2139.607997 = -79624.759520
  nChanged 53
		SP:Iteration 2F (59947.110000 sec): 3 clusters
  Score: Raw -81873.068087 + Penalty 2139.607997 = -79733.460090
  nChanged 43
		SP:Iteration 3F (59947.270000 sec): 3 clusters
  Score: Raw -81959.099048 + Penalty 2139.607997 = -79819.491050
  nChanged 31
		SP:Iteration 4Q (59947.500000 sec): 3 clusters
  Score: Raw -82018.609609 + Penalty 2139.607997 = -79879.001612
  nChanged 20
		SP:Iteration 5Q (59947.670000 sec): 3 clusters
  Score: Raw -82062.929640 + Penalty 2139.607997 = -79923.321643
  nChanged 28
		SP:Iteration 6Q (59947.850000 sec): 3 clusters
  Score: Raw -82132.441178 + Penalty 2139.607997 = -79992.833181
  nChanged 14
		SP:Iteration 7Q (59948.030000 sec): 3 clusters
  Score: Raw -82160.203153 + Penalty 2139.607997 = -80020.595156
  nChanged 17
		SP:Iteration 8Q (59948.230000 sec): 3 clusters
  Score: Raw -82194.241924 + Penalty 2139.607997 = -80054.633926
  nChanged 18
		SP:Iteration 9Q (59948.370000 sec): 3 clusters
  Score: Raw -82243.159009 + Penalty 2139.607997 = -80103.551011
  nChanged 17
		SP:Iteration 10Q (59948.570000 sec): 3 clusters
  Score: Raw -82266.237074 + Penalty 2139.607997 = -80126.629076
  nChanged 7
		SP:Iteration 11Q (59948.710000 sec): 3 clusters
  Score: Raw -82277.436413 + Penalty 2139.607997 = -80137.828416
  nChanged 5
		SP:Iteration 12Q (59948.880000 sec): 3 clusters
  Score: Raw -82282.358869 + Penalty 2139.607997 = -80142.750872
  nChanged 4
		SP:Iteration 13Q (59949.040000 sec): 3 clusters
  Score: Raw -82287.433891 + Penalty 2139.607997 = -80147.825894
  nChanged 2
		SP:Iteration 14Q (59949.190000 sec): 3 clusters
  Score: Raw -82291.524540 + Penalty 2139.607997 = -80151.916543
  nChanged 3
		SP:Iteration 15Q (59949.350000 sec): 3 clusters
  Score: Raw -82293.591975 + Penalty 2139.607997 = -80153.983977
  nChanged 1
		SP:Iteration 16Q (59949.500000 sec): 3 clusters
  Score: Raw -82294.219305 + Penalty 2139.607997 = -80154.611308
  nChanged 0
		SP:Iteration 17F (59949.710000 sec): 3 clusters
  Score: Raw -82294.219305 + Penalty 2139.607997 = -80154.611308
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59949.820000 sec): 2 clusters
  Score: Raw -555627.555948 + Penalty 1375.571834 = -554251.984114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59950.000000 sec): 3 clusters
  Score: Raw -553158.079827 + Penalty 2751.143667 = -550406.936160
  nChanged 1924
		SP:Iteration 1F (59950.170000 sec): 3 clusters
  Score: Raw -554167.163037 + Penalty 2751.143667 = -551416.019370
  nChanged 342
		SP:Iteration 2F (59950.350000 sec): 3 clusters
  Score: Raw -554336.069780 + Penalty 2751.143667 = -551584.926113
  nChanged 235
		SP:Iteration 3Q (59950.600000 sec): 3 clusters
  Score: Raw -554434.705521 + Penalty 2751.143667 = -551683.561854
  nChanged 175
		SP:Iteration 4Q (59950.800000 sec): 3 clusters
  Score: Raw -554507.363683 + Penalty 2751.143667 = -551756.220016
  nChanged 137
		SP:Iteration 5Q (59951.020000 sec): 3 clusters
  Score: Raw -554566.397803 + Penalty 2751.143667 = -551815.254136
  nChanged 143
		SP:Iteration 6Q (59951.210000 sec): 3 clusters
  Score: Raw -554625.860715 + Penalty 2751.143667 = -551874.717048
  nChanged 145
		SP:Iteration 7Q (59951.370000 sec): 3 clusters
  Score: Raw -554688.049118 + Penalty 2751.143667 = -551936.905451
  nChanged 146
		SP:Iteration 8Q (59951.580000 sec): 3 clusters
  Score: Raw -554756.742804 + Penalty 2751.143667 = -552005.599137
  nChanged 140
		SP:Iteration 9Q (59951.760000 sec): 3 clusters
  Score: Raw -554819.121430 + Penalty 2751.143667 = -552067.977763
  nChanged 130
		SP:Iteration 10Q (59951.960000 sec): 3 clusters
  Score: Raw -554887.332298 + Penalty 2751.143667 = -552136.188631
  nChanged 138
		SP:Iteration 11Q (59952.120000 sec): 3 clusters
  Score: Raw -554953.424960 + Penalty 2751.143667 = -552202.281293
  nChanged 126
		SP:Iteration 12Q (59952.310000 sec): 3 clusters
  Score: Raw -555014.642870 + Penalty 2751.143667 = -552263.499203
  nChanged 113
		SP:Iteration 13Q (59952.500000 sec): 3 clusters
  Score: Raw -555063.457658 + Penalty 2751.143667 = -552312.313991
  nChanged 111
		SP:Iteration 14Q (59952.680000 sec): 3 clusters
  Score: Raw -555117.022570 + Penalty 2751.143667 = -552365.878903
  nChanged 108
		SP:Iteration 15Q (59952.910000 sec): 3 clusters
  Score: Raw -555168.124975 + Penalty 2751.143667 = -552416.981308
  nChanged 110
		SP:Iteration 16Q (59953.090000 sec): 3 clusters
  Score: Raw -555218.039969 + Penalty 2751.143667 = -552466.896302
  nChanged 89
		SP:Iteration 17Q (59953.290000 sec): 3 clusters
  Score: Raw -555264.272875 + Penalty 2751.143667 = -552513.129208
  nChanged 83
		SP:Iteration 18Q (59953.500000 sec): 3 clusters
  Score: Raw -555307.659522 + Penalty 2751.143667 = -552556.515855
  nChanged 74
		SP:Iteration 19Q (59953.750000 sec): 3 clusters
  Score: Raw -555344.728587 + Penalty 2751.143667 = -552593.584920
  nChanged 72
		SP:Iteration 20F (59953.940000 sec): 3 clusters
  Score: Raw -555380.087615 + Penalty 2751.143667 = -552628.943948
  nChanged 74
		SP:Iteration 21Q (59954.150000 sec): 3 clusters
  Score: Raw -555422.961858 + Penalty 2751.143667 = -552671.818191
  nChanged 81
		SP:Iteration 22Q (59954.290000 sec): 3 clusters
  Score: Raw -555476.587657 + Penalty 2751.143667 = -552725.443990
  nChanged 72
		SP:Iteration 23Q (59954.510000 sec): 3 clusters
  Score: Raw -555518.336000 + Penalty 2751.143667 = -552767.192333
  nChanged 57
		SP:Iteration 24Q (59954.670000 sec): 3 clusters
  Score: Raw -555551.616781 + Penalty 2751.143667 = -552800.473114
  nChanged 47
		SP:Iteration 25Q (59954.870000 sec): 3 clusters
  Score: Raw -555578.445224 + Penalty 2751.143667 = -552827.301557
  nChanged 44
		SP:Iteration 26Q (59955.050000 sec): 3 clusters
  Score: Raw -555606.998294 + Penalty 2751.143667 = -552855.854627
  nChanged 37
		SP:Iteration 27Q (59955.250000 sec): 3 clusters
  Score: Raw -555630.339361 + Penalty 2751.143667 = -552879.195694
  nChanged 27
		SP:Iteration 28Q (59955.410000 sec): 3 clusters
  Score: Raw -555643.975423 + Penalty 2751.143667 = -552892.831756
  nChanged 28
		SP:Iteration 29Q (59955.580000 sec): 3 clusters
  Score: Raw -555658.919657 + Penalty 2751.143667 = -552907.775990
  nChanged 25
		SP:Iteration 30Q (59955.770000 sec): 3 clusters
  Score: Raw -555671.561807 + Penalty 2751.143667 = -552920.418140
  nChanged 19
		SP:Iteration 31Q (59955.960000 sec): 3 clusters
  Score: Raw -555681.537637 + Penalty 2751.143667 = -552930.393970
  nChanged 16
		SP:Iteration 32Q (59956.110000 sec): 3 clusters
  Score: Raw -555688.985476 + Penalty 2751.143667 = -552937.841809
  nChanged 16
		SP:Iteration 33Q (59956.310000 sec): 3 clusters
  Score: Raw -555695.461279 + Penalty 2751.143667 = -552944.317612
  nChanged 13
		SP:Iteration 34Q (59956.520000 sec): 3 clusters
  Score: Raw -555700.320696 + Penalty 2751.143667 = -552949.177029
  nChanged 10
		SP:Iteration 35Q (59956.740000 sec): 3 clusters
  Score: Raw -555705.182266 + Penalty 2751.143667 = -552954.038599
  nChanged 11
		SP:Iteration 36Q (59956.920000 sec): 3 clusters
  Score: Raw -555708.817877 + Penalty 2751.143667 = -552957.674210
  nChanged 5
		SP:Iteration 37Q (59957.120000 sec): 3 clusters
  Score: Raw -555710.912182 + Penalty 2751.143667 = -552959.768515
  nChanged 6
		SP:Iteration 38Q (59957.300000 sec): 3 clusters
  Score: Raw -555713.360924 + Penalty 2751.143667 = -552962.217257
  nChanged 7
		SP:Iteration 39Q (59957.460000 sec): 3 clusters
  Score: Raw -555715.866730 + Penalty 2751.143667 = -552964.723063
  nChanged 5
		SP:Iteration 40F (59957.640000 sec): 3 clusters
  Score: Raw -555718.226110 + Penalty 2751.143667 = -552967.082443
  nChanged 3
		SP:Iteration 41Q (59957.840000 sec): 3 clusters
  Score: Raw -555719.129797 + Penalty 2751.143667 = -552967.986130
  nChanged 0
		SP:Iteration 42F (59958.010000 sec): 3 clusters
  Score: Raw -555719.129797 + Penalty 2751.143667 = -552967.986130
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59958.150000 sec): 2 clusters
  Score: Raw -83713.927231 + Penalty 1065.937476 = -82647.989755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59958.290000 sec): 3 clusters
  Score: Raw -83543.647584 + Penalty 2131.874952 = -81411.772632
  nChanged 178
		SP:Iteration 1F (59958.440000 sec): 3 clusters
  Score: Raw -83743.271292 + Penalty 2131.874952 = -81611.396340
  nChanged 53
		SP:Iteration 2F (59958.530000 sec): 3 clusters
  Score: Raw -83811.959476 + Penalty 2131.874952 = -81680.084524
  nChanged 19
		SP:Iteration 3Q (59958.670000 sec): 3 clusters
  Score: Raw -83835.419575 + Penalty 2131.874952 = -81703.544623
  nChanged 15
		SP:Iteration 4Q (59958.860000 sec): 3 clusters
  Score: Raw -83850.824807 + Penalty 2131.874952 = -81718.949855
  nChanged 6
		SP:Iteration 5Q (59959.070000 sec): 3 clusters
  Score: Raw -83856.742152 + Penalty 2131.874952 = -81724.867200
  nChanged 7
		SP:Iteration 6Q (59959.220000 sec): 3 clusters
  Score: Raw -83866.321017 + Penalty 2131.874952 = -81734.446065
  nChanged 7
		SP:Iteration 7Q (59959.400000 sec): 3 clusters
  Score: Raw -83881.518955 + Penalty 2131.874952 = -81749.644003
  nChanged 10
		SP:Iteration 8Q (59959.570000 sec): 3 clusters
  Score: Raw -83892.057876 + Penalty 2131.874952 = -81760.182923
  nChanged 9
		SP:Iteration 9Q (59959.690000 sec): 3 clusters
  Score: Raw -83905.730012 + Penalty 2131.874952 = -81773.855059
  nChanged 11
		SP:Iteration 10Q (59959.880000 sec): 3 clusters
  Score: Raw -83923.975773 + Penalty 2131.874952 = -81792.100821
  nChanged 10
		SP:Iteration 11Q (59960.040000 sec): 3 clusters
  Score: Raw -83952.098386 + Penalty 2131.874952 = -81820.223434
  nChanged 15
		SP:Iteration 12Q (59960.200000 sec): 3 clusters
  Score: Raw -83970.182161 + Penalty 2131.874952 = -81838.307209
  nChanged 12
		SP:Iteration 13Q (59960.360000 sec): 3 clusters
  Score: Raw -83991.013830 + Penalty 2131.874952 = -81859.138878
  nChanged 16
		SP:Iteration 14Q (59960.500000 sec): 3 clusters
  Score: Raw -84014.680634 + Penalty 2131.874952 = -81882.805682
  nChanged 21
		SP:Iteration 15Q (59960.690000 sec): 3 clusters
  Score: Raw -84054.538748 + Penalty 2131.874952 = -81922.663796
  nChanged 23
		SP:Iteration 16Q (59960.860000 sec): 3 clusters
  Score: Raw -84104.332465 + Penalty 2131.874952 = -81972.457512
  nChanged 24
		SP:Iteration 17Q (59961.030000 sec): 3 clusters
  Score: Raw -84178.359049 + Penalty 2131.874952 = -82046.484097
  nChanged 18
		SP:Iteration 18Q (59961.200000 sec): 3 clusters
  Score: Raw -84220.816563 + Penalty 2131.874952 = -82088.941611
  nChanged 13
		SP:Iteration 19Q (59961.340000 sec): 3 clusters
  Score: Raw -84246.598763 + Penalty 2131.874952 = -82114.723811
  nChanged 11
		SP:Iteration 20F (59961.520000 sec): 3 clusters
  Score: Raw -84275.660886 + Penalty 2131.874952 = -82143.785934
  nChanged 9
		SP:Iteration 21Q (59961.690000 sec): 3 clusters
  Score: Raw -84291.649790 + Penalty 2131.874952 = -82159.774838
  nChanged 7
		SP:Iteration 22Q (59961.860000 sec): 3 clusters
  Score: Raw -84306.155640 + Penalty 2131.874952 = -82174.280687
  nChanged 4
		SP:Iteration 23Q (59962.030000 sec): 3 clusters
  Score: Raw -84314.657043 + Penalty 2131.874952 = -82182.782091
  nChanged 2
		SP:Iteration 24Q (59962.230000 sec): 3 clusters
  Score: Raw -84320.379742 + Penalty 2131.874952 = -82188.504790
  nChanged 2
		SP:Iteration 25Q (59962.370000 sec): 3 clusters
  Score: Raw -84328.250342 + Penalty 2131.874952 = -82196.375390
  nChanged 1
		SP:Iteration 26Q (59962.540000 sec): 3 clusters
  Score: Raw -84329.482704 + Penalty 2131.874952 = -82197.607752
  nChanged 1
		SP:Iteration 27Q (59962.670000 sec): 3 clusters
  Score: Raw -84333.365486 + Penalty 2131.874952 = -82201.490534
  nChanged 2
		SP:Iteration 28Q (59962.860000 sec): 3 clusters
  Score: Raw -84336.385033 + Penalty 2131.874952 = -82204.510081
  nChanged 0
		SP:Iteration 29F (59963.040000 sec): 3 clusters
  Score: Raw -84336.385033 + Penalty 2131.874952 = -82204.510081
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59963.180000 sec): 2 clusters
  Score: Raw -202806.953810 + Penalty 1224.659140 = -201582.294670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59963.320000 sec): 3 clusters
  Score: Raw -201989.849190 + Penalty 2449.318280 = -199540.530910
  nChanged 648
		SP:Iteration 1F (59963.500000 sec): 3 clusters
  Score: Raw -202478.545765 + Penalty 2449.318280 = -200029.227485
  nChanged 159
		SP:Iteration 2F (59963.640000 sec): 3 clusters
  Score: Raw -202624.377338 + Penalty 2449.318280 = -200175.059058
  nChanged 115
		SP:Iteration 3F (59963.820000 sec): 3 clusters
  Score: Raw -202746.333428 + Penalty 2449.318280 = -200297.015148
  nChanged 98
		SP:Iteration 4F (59963.980000 sec): 3 clusters
  Score: Raw -202859.792269 + Penalty 2449.318280 = -200410.473989
  nChanged 93
		SP:Iteration 5Q (59964.190000 sec): 3 clusters
  Score: Raw -202977.134535 + Penalty 2449.318280 = -200527.816255
  nChanged 78
		SP:Iteration 6Q (59964.350000 sec): 3 clusters
  Score: Raw -203064.897737 + Penalty 2449.318280 = -200615.579457
  nChanged 71
		SP:Iteration 7Q (59964.520000 sec): 3 clusters
  Score: Raw -203151.357012 + Penalty 2449.318280 = -200702.038732
  nChanged 66
		SP:Iteration 8Q (59964.670000 sec): 3 clusters
  Score: Raw -203218.519708 + Penalty 2449.318280 = -200769.201428
  nChanged 51
		SP:Iteration 9Q (59964.840000 sec): 3 clusters
  Score: Raw -203274.862430 + Penalty 2449.318280 = -200825.544150
  nChanged 37
		SP:Iteration 10Q (59965.000000 sec): 3 clusters
  Score: Raw -203318.062188 + Penalty 2449.318280 = -200868.743908
  nChanged 35
		SP:Iteration 11Q (59965.170000 sec): 3 clusters
  Score: Raw -203353.265045 + Penalty 2449.318280 = -200903.946765
  nChanged 41
		SP:Iteration 12Q (59965.330000 sec): 3 clusters
  Score: Raw -203392.968621 + Penalty 2449.318280 = -200943.650341
  nChanged 33
		SP:Iteration 13Q (59965.500000 sec): 3 clusters
  Score: Raw -203422.330141 + Penalty 2449.318280 = -200973.011861
  nChanged 32
		SP:Iteration 14Q (59965.660000 sec): 3 clusters
  Score: Raw -203446.554518 + Penalty 2449.318280 = -200997.236238
  nChanged 17
		SP:Iteration 15Q (59965.810000 sec): 3 clusters
  Score: Raw -203458.472409 + Penalty 2449.318280 = -201009.154129
  nChanged 16
		SP:Iteration 16Q (59965.980000 sec): 3 clusters
  Score: Raw -203472.304702 + Penalty 2449.318280 = -201022.986422
  nChanged 14
		SP:Iteration 17Q (59966.130000 sec): 3 clusters
  Score: Raw -203486.593159 + Penalty 2449.318280 = -201037.274879
  nChanged 15
		SP:Iteration 18Q (59966.290000 sec): 3 clusters
  Score: Raw -203500.008041 + Penalty 2449.318280 = -201050.689761
  nChanged 14
		SP:Iteration 19Q (59966.480000 sec): 3 clusters
  Score: Raw -203509.512356 + Penalty 2449.318280 = -201060.194076
  nChanged 9
		SP:Iteration 20F (59966.670000 sec): 3 clusters
  Score: Raw -203519.885811 + Penalty 2449.318280 = -201070.567531
  nChanged 17
		SP:Iteration 21Q (59966.870000 sec): 3 clusters
  Score: Raw -203535.742972 + Penalty 2449.318280 = -201086.424692
  nChanged 9
		SP:Iteration 22Q (59967.040000 sec): 3 clusters
  Score: Raw -203541.488145 + Penalty 2449.318280 = -201092.169865
  nChanged 10
		SP:Iteration 23Q (59967.210000 sec): 3 clusters
  Score: Raw -203549.234898 + Penalty 2449.318280 = -201099.916618
  nChanged 4
		SP:Iteration 24Q (59967.380000 sec): 3 clusters
  Score: Raw -203551.093063 + Penalty 2449.318280 = -201101.774783
  nChanged 3
		SP:Iteration 25Q (59967.550000 sec): 3 clusters
  Score: Raw -203553.051376 + Penalty 2449.318280 = -201103.733096
  nChanged 0
		SP:Iteration 26F (59967.700000 sec): 3 clusters
  Score: Raw -203553.051376 + Penalty 2449.318280 = -201103.733096
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59967.810000 sec): 2 clusters
  Score: Raw -25035.580000 + Penalty 934.276360 = -24101.303639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59967.980000 sec): 3 clusters
  Score: Raw -25228.133531 + Penalty 1868.552720 = -23359.580811
  nChanged 89
		SP:Iteration 1F (59968.140000 sec): 3 clusters
  Score: Raw -25648.084804 + Penalty 1868.552720 = -23779.532084
  nChanged 22
		SP:Iteration 2F (59968.320000 sec): 3 clusters
  Score: Raw -25775.912798 + Penalty 1868.552720 = -23907.360077
  nChanged 10
		SP:Iteration 3Q (59968.460000 sec): 3 clusters
  Score: Raw -25825.018873 + Penalty 1868.552720 = -23956.466153
  nChanged 6
		SP:Iteration 4Q (59968.590000 sec): 3 clusters
  Score: Raw -25875.727760 + Penalty 1868.552720 = -24007.175039
  nChanged 4
		SP:Iteration 5Q (59968.770000 sec): 3 clusters
  Score: Raw -25899.832608 + Penalty 1868.552720 = -24031.279887
  nChanged 2
		SP:Iteration 6Q (59968.910000 sec): 3 clusters
  Score: Raw -25914.187746 + Penalty 1868.552720 = -24045.635025
  nChanged 4
		SP:Iteration 7Q (59969.140000 sec): 3 clusters
  Score: Raw -25931.928513 + Penalty 1868.552720 = -24063.375793
  nChanged 3
		SP:Iteration 8Q (59969.300000 sec): 3 clusters
  Score: Raw -25963.278179 + Penalty 1868.552720 = -24094.725458
  nChanged 4
		SP:Iteration 9Q (59969.460000 sec): 3 clusters
  Score: Raw -26006.593763 + Penalty 1868.552720 = -24138.041043
  nChanged 5
		SP:Iteration 10Q (59969.640000 sec): 3 clusters
  Score: Raw -26033.087958 + Penalty 1868.552720 = -24164.535238
  nChanged 3
		SP:Iteration 11Q (59969.770000 sec): 3 clusters
  Score: Raw -26045.043778 + Penalty 1868.552720 = -24176.491058
  nChanged 3
		SP:Iteration 12Q (59969.940000 sec): 3 clusters
  Score: Raw -26051.049022 + Penalty 1868.552720 = -24182.496302
  nChanged 0
		SP:Iteration 13F (59970.130000 sec): 3 clusters
  Score: Raw -26051.049022 + Penalty 1868.552720 = -24182.496302
  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 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59970.240000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59970.390000 sec): 3 clusters
  Score: Raw -13450.428231 + Penalty 1626.282549 = -11824.145681
  nChanged 23
		SP:Iteration 1F (59970.540000 sec): 3 clusters
  Score: Raw -13586.455923 + Penalty 1626.282549 = -11960.173374
  nChanged 8
		SP:Iteration 2F (59970.690000 sec): 3 clusters
  Score: Raw -13640.497378 + Penalty 1626.282549 = -12014.214829
  nChanged 4
		SP:Iteration 3Q (59970.830000 sec): 3 clusters
  Score: Raw -13656.167669 + Penalty 1626.282549 = -12029.885120
  nChanged 3
		SP:Iteration 4Q (59970.980000 sec): 3 clusters
  Score: Raw -13664.036144 + Penalty 1626.282549 = -12037.753595
  nChanged 0
		SP:Iteration 5F (59971.120000 sec): 3 clusters
  Score: Raw -13664.036144 + Penalty 1626.282549 = -12037.753595
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (20622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59971.340000 sec): 2 clusters
  Score: Raw -1989212.452118 + Penalty 1614.293484 = -1987598.158635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59971.620000 sec): 3 clusters
  Score: Raw -1976783.476297 + Penalty 3228.586967 = -1973554.889329
  nChanged 9315
		SP:Iteration 1F (59971.870000 sec): 3 clusters
  Score: Raw -1981916.472372 + Penalty 3228.586967 = -1978687.885404
  nChanged 1259
		SP:Iteration 2F (59972.190000 sec): 3 clusters
  Score: Raw -1982515.179251 + Penalty 3228.586967 = -1979286.592283
  nChanged 1232
		SP:Iteration 3F (59972.470000 sec): 3 clusters
  Score: Raw -1983171.937849 + Penalty 3228.586967 = -1979943.350881
  nChanged 1185
		SP:Iteration 4F (59972.790000 sec): 3 clusters
  Score: Raw -1983884.827145 + Penalty 3228.586967 = -1980656.240177
  nChanged 1204
		SP:Iteration 5F (59973.040000 sec): 3 clusters
  Score: Raw -1984686.284993 + Penalty 3228.586967 = -1981457.698025
  nChanged 1216
		SP:Iteration 6F (59973.340000 sec): 3 clusters
  Score: Raw -1985512.499348 + Penalty 3228.586967 = -1982283.912381
  nChanged 1168
		SP:Iteration 7F (59973.570000 sec): 3 clusters
  Score: Raw -1986318.746755 + Penalty 3228.586967 = -1983090.159788
  nChanged 1056
		SP:Iteration 8F (59973.820000 sec): 3 clusters
  Score: Raw -1987066.306437 + Penalty 3228.586967 = -1983837.719470
  nChanged 929
		SP:Iteration 9Q (59974.110000 sec): 3 clusters
  Score: Raw -1987698.989648 + Penalty 3228.586967 = -1984470.402680
  nChanged 766
		SP:Iteration 10Q (59974.390000 sec): 3 clusters
  Score: Raw -1988216.268572 + Penalty 3228.586967 = -1984987.681605
  nChanged 593
		SP:Iteration 11Q (59974.680000 sec): 3 clusters
  Score: Raw -1988608.118142 + Penalty 3228.586967 = -1985379.531175
  nChanged 471
		SP:Iteration 12Q (59974.980000 sec): 3 clusters
  Score: Raw -1988903.797302 + Penalty 3228.586967 = -1985675.210335
  nChanged 358
		SP:Iteration 13Q (59975.280000 sec): 3 clusters
  Score: Raw -1989103.041764 + Penalty 3228.586967 = -1985874.454797
  nChanged 284
		SP:Iteration 14Q (59975.580000 sec): 3 clusters
  Score: Raw -1989251.186369 + Penalty 3228.586967 = -1986022.599402
  nChanged 207
		SP:Iteration 15Q (59975.910000 sec): 3 clusters
  Score: Raw -1989366.141931 + Penalty 3228.586967 = -1986137.554964
  nChanged 175
		SP:Iteration 16Q (59976.210000 sec): 3 clusters
  Score: Raw -1989464.799811 + Penalty 3228.586967 = -1986236.212844
  nChanged 144
		SP:Iteration 17Q (59976.480000 sec): 3 clusters
  Score: Raw -1989536.668618 + Penalty 3228.586967 = -1986308.081651
  nChanged 117
		SP:Iteration 18Q (59976.770000 sec): 3 clusters
  Score: Raw -1989579.268354 + Penalty 3228.586967 = -1986350.681386
  nChanged 79
		SP:Iteration 19Q (59977.080000 sec): 3 clusters
  Score: Raw -1989607.131546 + Penalty 3228.586967 = -1986378.544578
  nChanged 65
		SP:Iteration 20F (59977.390000 sec): 3 clusters
  Score: Raw -1989626.664874 + Penalty 3228.586967 = -1986398.077906
  nChanged 54
		SP:Iteration 21Q (59977.660000 sec): 3 clusters
  Score: Raw -1989642.761172 + Penalty 3228.586967 = -1986414.174204
  nChanged 50
		SP:Iteration 22Q (59977.990000 sec): 3 clusters
  Score: Raw -1989658.272074 + Penalty 3228.586967 = -1986429.685107
  nChanged 49
		SP:Iteration 23Q (59978.270000 sec): 3 clusters
  Score: Raw -1989674.114829 + Penalty 3228.586967 = -1986445.527861
  nChanged 51
		SP:Iteration 24Q (59978.550000 sec): 3 clusters
  Score: Raw -1989688.403047 + Penalty 3228.586967 = -1986459.816079
  nChanged 32
		SP:Iteration 25Q (59978.780000 sec): 3 clusters
  Score: Raw -1989695.554035 + Penalty 3228.586967 = -1986466.967067
  nChanged 23
		SP:Iteration 26Q (59979.040000 sec): 3 clusters
  Score: Raw -1989702.741009 + Penalty 3228.586967 = -1986474.154041
  nChanged 12
		SP:Iteration 27Q (59979.320000 sec): 3 clusters
  Score: Raw -1989706.543054 + Penalty 3228.586967 = -1986477.956087
  nChanged 12
		SP:Iteration 28Q (59979.630000 sec): 3 clusters
  Score: Raw -1989711.058772 + Penalty 3228.586967 = -1986482.471805
  nChanged 12
		SP:Iteration 29Q (59979.910000 sec): 3 clusters
  Score: Raw -1989714.747806 + Penalty 3228.586967 = -1986486.160838
  nChanged 17
		SP:Iteration 30Q (59980.160000 sec): 3 clusters
  Score: Raw -1989719.715207 + Penalty 3228.586967 = -1986491.128239
  nChanged 12
		SP:Iteration 31Q (59980.440000 sec): 3 clusters
  Score: Raw -1989722.191364 + Penalty 3228.586967 = -1986493.604396
  nChanged 15
		SP:Iteration 32Q (59980.720000 sec): 3 clusters
  Score: Raw -1989726.635785 + Penalty 3228.586967 = -1986498.048818
  nChanged 14
		SP:Iteration 33Q (59980.950000 sec): 3 clusters
  Score: Raw -1989730.787235 + Penalty 3228.586967 = -1986502.200267
  nChanged 12
		SP:Iteration 34Q (59981.250000 sec): 3 clusters
  Score: Raw -1989733.033155 + Penalty 3228.586967 = -1986504.446188
  nChanged 12
		SP:Iteration 35Q (59981.510000 sec): 3 clusters
  Score: Raw -1989735.613528 + Penalty 3228.586967 = -1986507.026560
  nChanged 9
		SP:Iteration 36Q (59981.740000 sec): 3 clusters
  Score: Raw -1989738.192186 + Penalty 3228.586967 = -1986509.605219
  nChanged 8
		SP:Iteration 37Q (59982.030000 sec): 3 clusters
  Score: Raw -1989739.602845 + Penalty 3228.586967 = -1986511.015877
  nChanged 4
		SP:Iteration 38Q (59982.270000 sec): 3 clusters
  Score: Raw -1989740.542470 + Penalty 3228.586967 = -1986511.955502
  nChanged 2
		SP:Iteration 39Q (59982.520000 sec): 3 clusters
  Score: Raw -1989740.967463 + Penalty 3228.586967 = -1986512.380496
  nChanged 2
		SP:Iteration 40F (59982.830000 sec): 3 clusters
  Score: Raw -1989741.226033 + Penalty 3228.586967 = -1986512.639066
  nChanged 1
		SP:Iteration 41Q (59983.070000 sec): 3 clusters
  Score: Raw -1989741.525835 + Penalty 3228.586967 = -1986512.938868
  nChanged 0
		SP:Iteration 42F (59983.330000 sec): 3 clusters
  Score: Raw -1989741.525835 + Penalty 3228.586967 = -1986512.938868
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (12344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (59983.520000 sec): 2 clusters
  Score: Raw -1399290.869012 + Penalty 1530.900377 = -1397759.968635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (59983.810000 sec): 3 clusters
  Score: Raw -1392157.442783 + Penalty 3061.800753 = -1389095.642030
  nChanged 5377
		SP:Iteration 1F (59984.010000 sec): 3 clusters
  Score: Raw -1395123.969951 + Penalty 3061.800753 = -1392062.169198
  nChanged 794
		SP:Iteration 2F (59984.250000 sec): 3 clusters
  Score: Raw -1395497.444815 + Penalty 3061.800753 = -1392435.644062
  nChanged 676
		SP:Iteration 3F (59984.500000 sec): 3 clusters
  Score: Raw -1395848.587039 + Penalty 3061.800753 = -1392786.786285
  nChanged 706
		SP:Iteration 4F (59984.740000 sec): 3 clusters
  Score: Raw -1396235.896235 + Penalty 3061.800753 = -1393174.095482
  nChanged 681
		SP:Iteration 5F (59984.960000 sec): 3 clusters
  Score: Raw -1396651.262062 + Penalty 3061.800753 = -1393589.461308
  nChanged 649
		SP:Iteration 6F (59985.230000 sec): 3 clusters
  Score: Raw -1397015.556235 + Penalty 3061.800753 = -1393953.755482
  nChanged 574
		SP:Iteration 7Q (59985.460000 sec): 3 clusters
  Score: Raw -1397349.814813 + Penalty 3061.800753 = -1394288.014060
  nChanged 523
		SP:Iteration 8Q (59985.720000 sec): 3 clusters
  Score: Raw -1397615.324353 + Penalty 3061.800753 = -1394553.523600
  nChanged 444
		SP:Iteration 9Q (59986.040000 sec): 3 clusters
  Score: Raw -1397821.193080 + Penalty 3061.800753 = -1394759.392327
  nChanged 355
		SP:Iteration 10Q (59986.270000 sec): 3 clusters
  Score: Raw -1397970.634965 + Penalty 3061.800753 = -1394908.834212
  nChanged 298
		SP:Iteration 11Q (59986.530000 sec): 3 clusters
  Score: Raw -1398092.824599 + Penalty 3061.800753 = -1395031.023846
  nChanged 259
		SP:Iteration 12Q (59986.800000 sec): 3 clusters
  Score: Raw -1398195.383166 + Penalty 3061.800753 = -1395133.582413
  nChanged 217
		SP:Iteration 13Q (59987.080000 sec): 3 clusters
  Score: Raw -1398274.968817 + Penalty 3061.800753 = -1395213.168064
  nChanged 179
		SP:Iteration 14Q (59987.290000 sec): 3 clusters
  Score: Raw -1398338.801743 + Penalty 3061.800753 = -1395277.000990
  nChanged 160
		SP:Iteration 15Q (59987.520000 sec): 3 clusters
  Score: Raw -1398395.622777 + Penalty 3061.800753 = -1395333.822024
  nChanged 149
		SP:Iteration 16Q (59987.760000 sec): 3 clusters
  Score: Raw -1398444.203774 + Penalty 3061.800753 = -1395382.403021
  nChanged 139
		SP:Iteration 17Q (59987.980000 sec): 3 clusters
  Score: Raw -1398491.399853 + Penalty 3061.800753 = -1395429.599100
  nChanged 148
		SP:Iteration 18Q (59988.200000 sec): 3 clusters
  Score: Raw -1398542.149736 + Penalty 3061.800753 = -1395480.348983
  nChanged 156
		SP:Iteration 19Q (59988.360000 sec): 3 clusters
  Score: Raw -1398595.587679 + Penalty 3061.800753 = -1395533.786926
  nChanged 139
		SP:Iteration 20F (59988.620000 sec): 3 clusters
  Score: Raw -1398649.895366 + Penalty 3061.800753 = -1395588.094613
  nChanged 141
		SP:Iteration 21Q (59988.830000 sec): 3 clusters
  Score: Raw -1398701.422424 + Penalty 3061.800753 = -1395639.621671
  nChanged 126
		SP:Iteration 22Q (59989.060000 sec): 3 clusters
  Score: Raw -1398742.550870 + Penalty 3061.800753 = -1395680.750117
  nChanged 119
		SP:Iteration 23Q (59989.330000 sec): 3 clusters
  Score: Raw -1398779.010113 + Penalty 3061.800753 = -1395717.209360
  nChanged 92
		SP:Iteration 24Q (59989.510000 sec): 3 clusters
  Score: Raw -1398808.034726 + Penalty 3061.800753 = -1395746.233973
  nChanged 105
		SP:Iteration 25Q (59989.760000 sec): 3 clusters
  Score: Raw -1398836.860998 + Penalty 3061.800753 = -1395775.060245
  nChanged 91
		SP:Iteration 26Q (59989.980000 sec): 3 clusters
  Score: Raw -1398865.530986 + Penalty 3061.800753 = -1395803.730233
  nChanged 80
		SP:Iteration 27Q (59990.220000 sec): 3 clusters
  Score: Raw -1398889.053749 + Penalty 3061.800753 = -1395827.252996
  nChanged 86
		SP:Iteration 28Q (59990.430000 sec): 3 clusters
  Score: Raw -1398914.694929 + Penalty 3061.800753 = -1395852.894176
  nChanged 79
		SP:Iteration 29Q (59990.680000 sec): 3 clusters
  Score: Raw -1398935.183902 + Penalty 3061.800753 = -1395873.383149
  nChanged 65
		SP:Iteration 30Q (59990.940000 sec): 3 clusters
  Score: Raw -1398953.331152 + Penalty 3061.800753 = -1395891.530399
  nChanged 63
		SP:Iteration 31Q (59991.130000 sec): 3 clusters
  Score: Raw -1398970.551609 + Penalty 3061.800753 = -1395908.750856
  nChanged 64
		SP:Iteration 32Q (59991.380000 sec): 3 clusters
  Score: Raw -1398983.982823 + Penalty 3061.800753 = -1395922.182070
  nChanged 43
		SP:Iteration 33Q (59991.590000 sec): 3 clusters
  Score: Raw -1398992.935839 + Penalty 3061.800753 = -1395931.135086
  nChanged 50
		SP:Iteration 34Q (59991.820000 sec): 3 clusters
  Score: Raw -1399005.191881 + Penalty 3061.800753 = -1395943.391128
  nChanged 54
		SP:Iteration 35Q (59992.070000 sec): 3 clusters
  Score: Raw -1399016.114694 + Penalty 3061.800753 = -1395954.313941
  nChanged 48
		SP:Iteration 36Q (59992.290000 sec): 3 clusters
  Score: Raw -1399026.662765 + Penalty 3061.800753 = -1395964.862012
  nChanged 45
		SP:Iteration 37Q (59992.520000 sec): 3 clusters
  Score: Raw -1399035.958438 + Penalty 3061.800753 = -1395974.157685
  nChanged 34
		SP:Iteration 38Q (59992.770000 sec): 3 clusters
  Score: Raw -1399041.384578 + Penalty 3061.800753 = -1395979.583825
  nChanged 31
		SP:Iteration 39Q (59993.020000 sec): 3 clusters
  Score: Raw -1399050.045952 + Penalty 3061.800753 = -1395988.245199
  nChanged 38
		SP:Iteration 40F (59993.280000 sec): 3 clusters
  Score: Raw -1399059.154370 + Penalty 3061.800753 = -1395997.353617
  nChanged 39
		SP:Iteration 41Q (59993.500000 sec): 3 clusters
  Score: Raw -1399071.600993 + Penalty 3061.800753 = -1396009.800240
  nChanged 47
		SP:Iteration 42Q (59993.770000 sec): 3 clusters
  Score: Raw -1399084.049000 + Penalty 3061.800753 = -1396022.248247
  nChanged 45
		SP:Iteration 43Q (59993.990000 sec): 3 clusters
  Score: Raw -1399095.827039 + Penalty 3061.800753 = -1396034.026286
  nChanged 43
		SP:Iteration 44Q (59994.220000 sec): 3 clusters
  Score: Raw -1399107.757089 + Penalty 3061.800753 = -1396045.956336
  nChanged 42
		SP:Iteration 45Q (59994.500000 sec): 3 clusters
  Score: Raw -1399117.641196 + Penalty 3061.800753 = -1396055.840443
  nChanged 46
		SP:Iteration 46Q (59994.700000 sec): 3 clusters
  Score: Raw -1399130.999647 + Penalty 3061.800753 = -1396069.198894
  nChanged 45
		SP:Iteration 47Q (59994.970000 sec): 3 clusters
  Score: Raw -1399145.416550 + Penalty 3061.800753 = -1396083.615797
  nChanged 51
		SP:Iteration 48Q (59995.180000 sec): 3 clusters
  Score: Raw -1399162.044689 + Penalty 3061.800753 = -1396100.243936
  nChanged 41
		SP:Iteration 49Q (59995.390000 sec): 3 clusters
  Score: Raw -1399175.279390 + Penalty 3061.800753 = -1396113.478637
  nChanged 49
		SP:Iteration 50Q (59995.610000 sec): 3 clusters
  Score: Raw -1399188.467207 + Penalty 3061.800753 = -1396126.666454
  nChanged 39
		SP:Iteration 51Q (59995.830000 sec): 3 clusters
  Score: Raw -1399199.163994 + Penalty 3061.800753 = -1396137.363241
  nChanged 38
		SP:Iteration 52Q (59996.080000 sec): 3 clusters
  Score: Raw -1399208.932350 + Penalty 3061.800753 = -1396147.131597
  nChanged 31
		SP:Iteration 53Q (59996.290000 sec): 3 clusters
  Score: Raw -1399217.612858 + Penalty 3061.800753 = -1396155.812105
  nChanged 35
		SP:Iteration 54Q (59996.500000 sec): 3 clusters
  Score: Raw -1399227.559094 + Penalty 3061.800753 = -1396165.758341
  nChanged 35
		SP:Iteration 55Q (59996.730000 sec): 3 clusters
  Score: Raw -1399236.678231 + Penalty 3061.800753 = -1396174.877478
  nChanged 26
		SP:Iteration 56Q (59996.940000 sec): 3 clusters
  Score: Raw -1399242.724547 + Penalty 3061.800753 = -1396180.923794
  nChanged 22
		SP:Iteration 57Q (59997.190000 sec): 3 clusters
  Score: Raw -1399249.397420 + Penalty 3061.800753 = -1396187.596667
  nChanged 21
		SP:Iteration 58Q (59997.420000 sec): 3 clusters
  Score: Raw -1399255.199110 + Penalty 3061.800753 = -1396193.398357
  nChanged 22
		SP:Iteration 59Q (59997.660000 sec): 3 clusters
  Score: Raw -1399262.737842 + Penalty 3061.800753 = -1396200.937089
  nChanged 34
		SP:Iteration 60F (59997.930000 sec): 3 clusters
  Score: Raw -1399276.432351 + Penalty 3061.800753 = -1396214.631598
  nChanged 45
		SP:Iteration 61Q (59998.140000 sec): 3 clusters
  Score: Raw -1399293.853477 + Penalty 3061.800753 = -1396232.052724
  nChanged 44
		SP:Iteration 62Q (59998.360000 sec): 3 clusters
  Score: Raw -1399310.039245 + Penalty 3061.800753 = -1396248.238492
  nChanged 37
		SP:Iteration 63Q (59998.580000 sec): 3 clusters
  Score: Raw -1399326.705506 + Penalty 3061.800753 = -1396264.904753
  nChanged 42
		SP:Iteration 64Q (59998.770000 sec): 3 clusters
  Score: Raw -1399343.893186 + Penalty 3061.800753 = -1396282.092433
  nChanged 41
		SP:Iteration 65Q (59999.000000 sec): 3 clusters
  Score: Raw -1399360.103757 + Penalty 3061.800753 = -1396298.303004
  nChanged 36
		SP:Iteration 66Q (59999.250000 sec): 3 clusters
  Score: Raw -1399371.722990 + Penalty 3061.800753 = -1396309.922237
  nChanged 29
		SP:Iteration 67Q (59999.510000 sec): 3 clusters
  Score: Raw -1399382.141785 + Penalty 3061.800753 = -1396320.341032
  nChanged 30
		SP:Iteration 68Q (59999.730000 sec): 3 clusters
  Score: Raw -1399393.630063 + Penalty 3061.800753 = -1396331.829310
  nChanged 28
		SP:Iteration 69Q (59999.970000 sec): 3 clusters
  Score: Raw -1399402.441269 + Penalty 3061.800753 = -1396340.640516
  nChanged 25
		SP:Iteration 70Q (60000.230000 sec): 3 clusters
  Score: Raw -1399409.875100 + Penalty 3061.800753 = -1396348.074347
  nChanged 27
		SP:Iteration 71Q (60000.460000 sec): 3 clusters
  Score: Raw -1399418.838397 + Penalty 3061.800753 = -1396357.037644
  nChanged 19
		SP:Iteration 72Q (60000.710000 sec): 3 clusters
  Score: Raw -1399425.170651 + Penalty 3061.800753 = -1396363.369898
  nChanged 19
		SP:Iteration 73Q (60000.940000 sec): 3 clusters
  Score: Raw -1399432.356071 + Penalty 3061.800753 = -1396370.555318
  nChanged 21
		SP:Iteration 74Q (60001.150000 sec): 3 clusters
  Score: Raw -1399440.667749 + Penalty 3061.800753 = -1396378.866996
  nChanged 23
		SP:Iteration 75Q (60001.400000 sec): 3 clusters
  Score: Raw -1399447.755060 + Penalty 3061.800753 = -1396385.954307
  nChanged 11
		SP:Iteration 76Q (60001.610000 sec): 3 clusters
  Score: Raw -1399451.076988 + Penalty 3061.800753 = -1396389.276235
  nChanged 15
		SP:Iteration 77Q (60001.920000 sec): 3 clusters
  Score: Raw -1399455.913900 + Penalty 3061.800753 = -1396394.113147
  nChanged 8
		SP:Iteration 78Q (60002.110000 sec): 3 clusters
  Score: Raw -1399458.880389 + Penalty 3061.800753 = -1396397.079636
  nChanged 9
		SP:Iteration 79Q (60002.360000 sec): 3 clusters
  Score: Raw -1399462.207314 + Penalty 3061.800753 = -1396400.406561
  nChanged 10
		SP:Iteration 80F (60002.590000 sec): 3 clusters
  Score: Raw -1399465.267883 + Penalty 3061.800753 = -1396403.467130
  nChanged 14
		SP:Iteration 81Q (60002.850000 sec): 3 clusters
  Score: Raw -1399471.526564 + Penalty 3061.800753 = -1396409.725811
  nChanged 15
		SP:Iteration 82Q (60003.090000 sec): 3 clusters
  Score: Raw -1399478.457182 + Penalty 3061.800753 = -1396416.656429
  nChanged 15
		SP:Iteration 83Q (60003.320000 sec): 3 clusters
  Score: Raw -1399485.088950 + Penalty 3061.800753 = -1396423.288197
  nChanged 21
		SP:Iteration 84Q (60003.600000 sec): 3 clusters
  Score: Raw -1399496.145859 + Penalty 3061.800753 = -1396434.345106
  nChanged 22
		SP:Iteration 85Q (60003.830000 sec): 3 clusters
  Score: Raw -1399506.579089 + Penalty 3061.800753 = -1396444.778336
  nChanged 23
		SP:Iteration 86Q (60004.040000 sec): 3 clusters
  Score: Raw -1399516.985164 + Penalty 3061.800753 = -1396455.184411
  nChanged 23
		SP:Iteration 87Q (60004.250000 sec): 3 clusters
  Score: Raw -1399526.090221 + Penalty 3061.800753 = -1396464.289468
  nChanged 18
		SP:Iteration 88Q (60004.450000 sec): 3 clusters
  Score: Raw -1399535.516832 + Penalty 3061.800753 = -1396473.716079
  nChanged 19
		SP:Iteration 89Q (60004.660000 sec): 3 clusters
  Score: Raw -1399544.395748 + Penalty 3061.800753 = -1396482.594995
  nChanged 21
		SP:Iteration 90Q (60004.950000 sec): 3 clusters
  Score: Raw -1399556.535720 + Penalty 3061.800753 = -1396494.734967
  nChanged 15
		SP:Iteration 91Q (60005.160000 sec): 3 clusters
  Score: Raw -1399564.709786 + Penalty 3061.800753 = -1396502.909033
  nChanged 11
		SP:Iteration 92Q (60005.390000 sec): 3 clusters
  Score: Raw -1399569.861494 + Penalty 3061.800753 = -1396508.060741
  nChanged 10
		SP:Iteration 93Q (60005.600000 sec): 3 clusters
  Score: Raw -1399573.407090 + Penalty 3061.800753 = -1396511.606337
  nChanged 4
		SP:Iteration 94Q (60005.790000 sec): 3 clusters
  Score: Raw -1399574.565669 + Penalty 3061.800753 = -1396512.764916
  nChanged 3
		SP:Iteration 95Q (60005.990000 sec): 3 clusters
  Score: Raw -1399575.944756 + Penalty 3061.800753 = -1396514.144003
  nChanged 1
		SP:Iteration 96Q (60006.220000 sec): 3 clusters
  Score: Raw -1399576.169475 + Penalty 3061.800753 = -1396514.368722
  nChanged 0
		SP:Iteration 97F (60006.430000 sec): 3 clusters
  Score: Raw -1399576.169475 + Penalty 3061.800753 = -1396514.368722
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60006.540000 sec): 2 clusters
  Score: Raw -19499.994709 + Penalty 867.349938 = -18632.644771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60006.730000 sec): 3 clusters
  Score: Raw -19690.502492 + Penalty 1734.699876 = -17955.802616
  nChanged 41
		SP:Iteration 1F (60006.890000 sec): 3 clusters
  Score: Raw -19876.803251 + Penalty 1734.699876 = -18142.103375
  nChanged 18
		SP:Iteration 2F (60007.100000 sec): 3 clusters
  Score: Raw -19992.106655 + Penalty 1734.699876 = -18257.406779
  nChanged 4
		SP:Iteration 3Q (60007.250000 sec): 3 clusters
  Score: Raw -20031.530099 + Penalty 1734.699876 = -18296.830223
  nChanged 2
		SP:Iteration 4Q (60007.440000 sec): 3 clusters
  Score: Raw -20089.479870 + Penalty 1734.699876 = -18354.779994
  nChanged 3
		SP:Iteration 5Q (60007.650000 sec): 3 clusters
  Score: Raw -20131.973105 + Penalty 1734.699876 = -18397.273229
  nChanged 0
		SP:Iteration 6F (60007.790000 sec): 3 clusters
  Score: Raw -20131.973105 + Penalty 1734.699876 = -18397.273229
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60007.890000 sec): 2 clusters
  Score: Raw -62907.092109 + Penalty 1032.585132 = -61874.506977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60008.070000 sec): 3 clusters
  Score: Raw -62838.153256 + Penalty 2065.170263 = -60772.982993
  nChanged 146
		SP:Iteration 1F (60008.250000 sec): 3 clusters
  Score: Raw -63076.396113 + Penalty 2065.170263 = -61011.225850
  nChanged 49
		SP:Iteration 2F (60008.500000 sec): 3 clusters
  Score: Raw -63168.980863 + Penalty 2065.170263 = -61103.810599
  nChanged 20
		SP:Iteration 3Q (60008.630000 sec): 3 clusters
  Score: Raw -63220.148522 + Penalty 2065.170263 = -61154.978258
  nChanged 20
		SP:Iteration 4Q (60008.800000 sec): 3 clusters
  Score: Raw -63276.082928 + Penalty 2065.170263 = -61210.912664
  nChanged 16
		SP:Iteration 5Q (60009.000000 sec): 3 clusters
  Score: Raw -63312.186843 + Penalty 2065.170263 = -61247.016580
  nChanged 10
		SP:Iteration 6Q (60009.200000 sec): 3 clusters
  Score: Raw -63329.448543 + Penalty 2065.170263 = -61264.278279
  nChanged 10
		SP:Iteration 7Q (60009.340000 sec): 3 clusters
  Score: Raw -63347.511826 + Penalty 2065.170263 = -61282.341563
  nChanged 6
		SP:Iteration 8Q (60009.520000 sec): 3 clusters
  Score: Raw -63362.199932 + Penalty 2065.170263 = -61297.029668
  nChanged 4
		SP:Iteration 9Q (60009.660000 sec): 3 clusters
  Score: Raw -63369.485882 + Penalty 2065.170263 = -61304.315619
  nChanged 8
		SP:Iteration 10Q (60009.830000 sec): 3 clusters
  Score: Raw -63385.384390 + Penalty 2065.170263 = -61320.214126
  nChanged 3
		SP:Iteration 11Q (60010.050000 sec): 3 clusters
  Score: Raw -63389.849843 + Penalty 2065.170263 = -61324.679580
  nChanged 1
		SP:Iteration 12Q (60010.210000 sec): 3 clusters
  Score: Raw -63393.369145 + Penalty 2065.170263 = -61328.198882
  nChanged 2
		SP:Iteration 13Q (60010.360000 sec): 3 clusters
  Score: Raw -63398.004162 + Penalty 2065.170263 = -61332.833899
  nChanged 0
		SP:Iteration 14F (60010.560000 sec): 3 clusters
  Score: Raw -63398.004162 + Penalty 2065.170263 = -61332.833899
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60010.660000 sec): 2 clusters
  Score: Raw -25532.613853 + Penalty 904.855982 = -24627.757871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60010.830000 sec): 3 clusters
  Score: Raw -25596.830026 + Penalty 1809.711964 = -23787.118063
  nChanged 39
		SP:Iteration 1F (60011.030000 sec): 3 clusters
  Score: Raw -25704.339327 + Penalty 1809.711964 = -23894.627363
  nChanged 17
		SP:Iteration 2F (60011.170000 sec): 3 clusters
  Score: Raw -25749.778958 + Penalty 1809.711964 = -23940.066994
  nChanged 5
		SP:Iteration 3Q (60011.370000 sec): 3 clusters
  Score: Raw -25773.910506 + Penalty 1809.711964 = -23964.198542
  nChanged 4
		SP:Iteration 4Q (60011.540000 sec): 3 clusters
  Score: Raw -25789.776797 + Penalty 1809.711964 = -23980.064833
  nChanged 3
		SP:Iteration 5Q (60011.650000 sec): 3 clusters
  Score: Raw -25797.409780 + Penalty 1809.711964 = -23987.697816
  nChanged 3
		SP:Iteration 6Q (60011.830000 sec): 3 clusters
  Score: Raw -25809.179695 + Penalty 1809.711964 = -23999.467732
  nChanged 1
		SP:Iteration 7Q (60011.940000 sec): 3 clusters
  Score: Raw -25813.691716 + Penalty 1809.711964 = -24003.979752
  nChanged 2
		SP:Iteration 8Q (60012.110000 sec): 3 clusters
  Score: Raw -25820.195164 + Penalty 1809.711964 = -24010.483200
  nChanged 1
		SP:Iteration 9Q (60012.300000 sec): 3 clusters
  Score: Raw -25822.517828 + Penalty 1809.711964 = -24012.805864
  nChanged 0
		SP:Iteration 10F (60012.470000 sec): 3 clusters
  Score: Raw -25822.517828 + Penalty 1809.711964 = -24012.805864
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (22049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60012.610000 sec): 2 clusters
  Score: Raw -2306327.200718 + Penalty 1625.166161 = -2304702.034558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60012.890000 sec): 3 clusters
  Score: Raw -2292954.540299 + Penalty 3250.332322 = -2289704.207978
  nChanged 10041
		SP:Iteration 1F (60013.160000 sec): 3 clusters
  Score: Raw -2298887.694868 + Penalty 3250.332322 = -2295637.362546
  nChanged 1327
		SP:Iteration 2F (60013.430000 sec): 3 clusters
  Score: Raw -2299507.584062 + Penalty 3250.332322 = -2296257.251740
  nChanged 1266
		SP:Iteration 3F (60013.740000 sec): 3 clusters
  Score: Raw -2300183.208613 + Penalty 3250.332322 = -2296932.876291
  nChanged 1286
		SP:Iteration 4F (60014.050000 sec): 3 clusters
  Score: Raw -2300863.061904 + Penalty 3250.332322 = -2297612.729583
  nChanged 1220
		SP:Iteration 5F (60014.330000 sec): 3 clusters
  Score: Raw -2301549.707702 + Penalty 3250.332322 = -2298299.375380
  nChanged 1161
		SP:Iteration 6F (60014.610000 sec): 3 clusters
  Score: Raw -2302184.658430 + Penalty 3250.332322 = -2298934.326108
  nChanged 1044
		SP:Iteration 7Q (60014.900000 sec): 3 clusters
  Score: Raw -2302757.405466 + Penalty 3250.332322 = -2299507.073145
  nChanged 925
		SP:Iteration 8Q (60015.200000 sec): 3 clusters
  Score: Raw -2303211.222599 + Penalty 3250.332322 = -2299960.890277
  nChanged 778
		SP:Iteration 9Q (60015.500000 sec): 3 clusters
  Score: Raw -2303589.355085 + Penalty 3250.332322 = -2300339.022763
  nChanged 705
		SP:Iteration 10Q (60015.780000 sec): 3 clusters
  Score: Raw -2303889.286267 + Penalty 3250.332322 = -2300638.953946
  nChanged 575
		SP:Iteration 11Q (60016.060000 sec): 3 clusters
  Score: Raw -2304111.469075 + Penalty 3250.332322 = -2300861.136753
  nChanged 452
		SP:Iteration 12Q (60016.370000 sec): 3 clusters
  Score: Raw -2304246.077003 + Penalty 3250.332322 = -2300995.744682
  nChanged 355
		SP:Iteration 13Q (60016.680000 sec): 3 clusters
  Score: Raw -2304333.321984 + Penalty 3250.332322 = -2301082.989663
  nChanged 267
		SP:Iteration 14Q (60016.990000 sec): 3 clusters
  Score: Raw -2304390.142499 + Penalty 3250.332322 = -2301139.810177
  nChanged 216
		SP:Iteration 15Q (60017.250000 sec): 3 clusters
  Score: Raw -2304436.559303 + Penalty 3250.332322 = -2301186.226981
  nChanged 192
		SP:Iteration 16Q (60017.620000 sec): 3 clusters
  Score: Raw -2304481.544932 + Penalty 3250.332322 = -2301231.212610
  nChanged 188
		SP:Iteration 17Q (60017.920000 sec): 3 clusters
  Score: Raw -2304518.131863 + Penalty 3250.332322 = -2301267.799541
  nChanged 161
		SP:Iteration 18Q (60018.230000 sec): 3 clusters
  Score: Raw -2304549.673229 + Penalty 3250.332322 = -2301299.340907
  nChanged 172
		SP:Iteration 19Q (60018.480000 sec): 3 clusters
  Score: Raw -2304588.455687 + Penalty 3250.332322 = -2301338.123365
  nChanged 181
		SP:Iteration 20F (60018.830000 sec): 3 clusters
  Score: Raw -2304626.502258 + Penalty 3250.332322 = -2301376.169937
  nChanged 161
		SP:Iteration 21Q (60019.100000 sec): 3 clusters
  Score: Raw -2304657.788806 + Penalty 3250.332322 = -2301407.456484
  nChanged 160
		SP:Iteration 22Q (60019.400000 sec): 3 clusters
  Score: Raw -2304694.435484 + Penalty 3250.332322 = -2301444.103162
  nChanged 176
		SP:Iteration 23Q (60019.690000 sec): 3 clusters
  Score: Raw -2304739.670591 + Penalty 3250.332322 = -2301489.338269
  nChanged 167
		SP:Iteration 24Q (60019.960000 sec): 3 clusters
  Score: Raw -2304776.232085 + Penalty 3250.332322 = -2301525.899763
  nChanged 182
		SP:Iteration 25Q (60020.280000 sec): 3 clusters
  Score: Raw -2304817.643982 + Penalty 3250.332322 = -2301567.311660
  nChanged 178
		SP:Iteration 26Q (60020.590000 sec): 3 clusters
  Score: Raw -2304859.049779 + Penalty 3250.332322 = -2301608.717457
  nChanged 182
		SP:Iteration 27Q (60020.900000 sec): 3 clusters
  Score: Raw -2304901.423880 + Penalty 3250.332322 = -2301651.091559
  nChanged 168
		SP:Iteration 28Q (60021.220000 sec): 3 clusters
  Score: Raw -2304937.205125 + Penalty 3250.332322 = -2301686.872803
  nChanged 164
		SP:Iteration 29Q (60021.510000 sec): 3 clusters
  Score: Raw -2304975.453650 + Penalty 3250.332322 = -2301725.121329
  nChanged 168
		SP:Iteration 30Q (60021.760000 sec): 3 clusters
  Score: Raw -2305008.695249 + Penalty 3250.332322 = -2301758.362927
  nChanged 154
		SP:Iteration 31Q (60022.070000 sec): 3 clusters
  Score: Raw -2305036.091795 + Penalty 3250.332322 = -2301785.759474
  nChanged 135
		SP:Iteration 32Q (60022.320000 sec): 3 clusters
  Score: Raw -2305060.198682 + Penalty 3250.332322 = -2301809.866360
  nChanged 118
		SP:Iteration 33Q (60022.580000 sec): 3 clusters
  Score: Raw -2305079.715441 + Penalty 3250.332322 = -2301829.383120
  nChanged 116
		SP:Iteration 34Q (60022.870000 sec): 3 clusters
  Score: Raw -2305098.438387 + Penalty 3250.332322 = -2301848.106065
  nChanged 111
		SP:Iteration 35Q (60023.150000 sec): 3 clusters
  Score: Raw -2305116.050437 + Penalty 3250.332322 = -2301865.718115
  nChanged 124
		SP:Iteration 36Q (60023.460000 sec): 3 clusters
  Score: Raw -2305137.412698 + Penalty 3250.332322 = -2301887.080377
  nChanged 114
		SP:Iteration 37Q (60023.780000 sec): 3 clusters
  Score: Raw -2305155.858482 + Penalty 3250.332322 = -2301905.526160
  nChanged 93
		SP:Iteration 38Q (60024.060000 sec): 3 clusters
  Score: Raw -2305169.313471 + Penalty 3250.332322 = -2301918.981149
  nChanged 81
		SP:Iteration 39Q (60024.330000 sec): 3 clusters
  Score: Raw -2305181.335249 + Penalty 3250.332322 = -2301931.002928
  nChanged 81
		SP:Iteration 40F (60024.600000 sec): 3 clusters
  Score: Raw -2305195.033421 + Penalty 3250.332322 = -2301944.701100
  nChanged 85
		SP:Iteration 41Q (60024.930000 sec): 3 clusters
  Score: Raw -2305210.346838 + Penalty 3250.332322 = -2301960.014516
  nChanged 113
		SP:Iteration 42Q (60025.200000 sec): 3 clusters
  Score: Raw -2305232.050500 + Penalty 3250.332322 = -2301981.718179
  nChanged 114
		SP:Iteration 43Q (60025.520000 sec): 3 clusters
  Score: Raw -2305255.492104 + Penalty 3250.332322 = -2302005.159782
  nChanged 123
		SP:Iteration 44Q (60025.830000 sec): 3 clusters
  Score: Raw -2305279.594038 + Penalty 3250.332322 = -2302029.261716
  nChanged 116
		SP:Iteration 45Q (60026.110000 sec): 3 clusters
  Score: Raw -2305301.942335 + Penalty 3250.332322 = -2302051.610013
  nChanged 112
		SP:Iteration 46Q (60026.440000 sec): 3 clusters
  Score: Raw -2305324.455981 + Penalty 3250.332322 = -2302074.123659
  nChanged 104
		SP:Iteration 47Q (60026.690000 sec): 3 clusters
  Score: Raw -2305345.026295 + Penalty 3250.332322 = -2302094.693973
  nChanged 115
		SP:Iteration 48Q (60027.050000 sec): 3 clusters
  Score: Raw -2305369.666869 + Penalty 3250.332322 = -2302119.334548
  nChanged 127
		SP:Iteration 49Q (60027.340000 sec): 3 clusters
  Score: Raw -2305397.300877 + Penalty 3250.332322 = -2302146.968555
  nChanged 125
		SP:Iteration 50Q (60027.630000 sec): 3 clusters
  Score: Raw -2305422.788440 + Penalty 3250.332322 = -2302172.456118
  nChanged 112
		SP:Iteration 51Q (60027.930000 sec): 3 clusters
  Score: Raw -2305447.638990 + Penalty 3250.332322 = -2302197.306668
  nChanged 111
		SP:Iteration 52Q (60028.210000 sec): 3 clusters
  Score: Raw -2305476.798926 + Penalty 3250.332322 = -2302226.466605
  nChanged 121
		SP:Iteration 53Q (60028.450000 sec): 3 clusters
  Score: Raw -2305516.937963 + Penalty 3250.332322 = -2302266.605641
  nChanged 152
		SP:Iteration 54Q (60028.730000 sec): 3 clusters
  Score: Raw -2305574.781647 + Penalty 3250.332322 = -2302324.449325
  nChanged 160
		SP:Iteration 55Q (60028.990000 sec): 3 clusters
  Score: Raw -2305633.184774 + Penalty 3250.332322 = -2302382.852452
  nChanged 152
		SP:Iteration 56Q (60029.350000 sec): 3 clusters
  Score: Raw -2305684.647434 + Penalty 3250.332322 = -2302434.315112
  nChanged 143
		SP:Iteration 57Q (60029.650000 sec): 3 clusters
  Score: Raw -2305727.476915 + Penalty 3250.332322 = -2302477.144593
  nChanged 131
		SP:Iteration 58Q (60029.930000 sec): 3 clusters
  Score: Raw -2305762.353287 + Penalty 3250.332322 = -2302512.020965
  nChanged 116
		SP:Iteration 59Q (60030.210000 sec): 3 clusters
  Score: Raw -2305793.595492 + Penalty 3250.332322 = -2302543.263170
  nChanged 93
		SP:Iteration 60F (60030.460000 sec): 3 clusters
  Score: Raw -2305818.588053 + Penalty 3250.332322 = -2302568.255731
  nChanged 92
		SP:Iteration 61Q (60030.760000 sec): 3 clusters
  Score: Raw -2305840.132083 + Penalty 3250.332322 = -2302589.799761
  nChanged 95
		SP:Iteration 62Q (60031.020000 sec): 3 clusters
  Score: Raw -2305863.584822 + Penalty 3250.332322 = -2302613.252500
  nChanged 101
		SP:Iteration 63Q (60031.310000 sec): 3 clusters
  Score: Raw -2305891.177432 + Penalty 3250.332322 = -2302640.845111
  nChanged 99
		SP:Iteration 64Q (60031.590000 sec): 3 clusters
  Score: Raw -2305915.420192 + Penalty 3250.332322 = -2302665.087870
  nChanged 93
		SP:Iteration 65Q (60031.910000 sec): 3 clusters
  Score: Raw -2305938.545052 + Penalty 3250.332322 = -2302688.212730
  nChanged 86
		SP:Iteration 66Q (60032.220000 sec): 3 clusters
  Score: Raw -2305961.890600 + Penalty 3250.332322 = -2302711.558278
  nChanged 94
		SP:Iteration 67Q (60032.490000 sec): 3 clusters
  Score: Raw -2305988.676104 + Penalty 3250.332322 = -2302738.343783
  nChanged 87
		SP:Iteration 68Q (60032.770000 sec): 3 clusters
  Score: Raw -2306009.350424 + Penalty 3250.332322 = -2302759.018102
  nChanged 81
		SP:Iteration 69Q (60033.100000 sec): 3 clusters
  Score: Raw -2306027.634569 + Penalty 3250.332322 = -2302777.302247
  nChanged 81
		SP:Iteration 70Q (60033.370000 sec): 3 clusters
  Score: Raw -2306049.355334 + Penalty 3250.332322 = -2302799.023012
  nChanged 90
		SP:Iteration 71Q (60033.650000 sec): 3 clusters
  Score: Raw -2306075.272364 + Penalty 3250.332322 = -2302824.940043
  nChanged 83
		SP:Iteration 72Q (60033.990000 sec): 3 clusters
  Score: Raw -2306098.854216 + Penalty 3250.332322 = -2302848.521894
  nChanged 81
		SP:Iteration 73Q (60034.210000 sec): 3 clusters
  Score: Raw -2306124.154626 + Penalty 3250.332322 = -2302873.822304
  nChanged 79
		SP:Iteration 74Q (60034.500000 sec): 3 clusters
  Score: Raw -2306146.871035 + Penalty 3250.332322 = -2302896.538713
  nChanged 93
		SP:Iteration 75Q (60034.790000 sec): 3 clusters
  Score: Raw -2306176.434481 + Penalty 3250.332322 = -2302926.102159
  nChanged 91
		SP:Iteration 76Q (60035.090000 sec): 3 clusters
  Score: Raw -2306207.093814 + Penalty 3250.332322 = -2302956.761493
  nChanged 84
		SP:Iteration 77Q (60035.330000 sec): 3 clusters
  Score: Raw -2306233.254115 + Penalty 3250.332322 = -2302982.921794
  nChanged 85
		SP:Iteration 78Q (60035.610000 sec): 3 clusters
  Score: Raw -2306259.479314 + Penalty 3250.332322 = -2303009.146992
  nChanged 84
		SP:Iteration 79Q (60035.890000 sec): 3 clusters
  Score: Raw -2306286.753264 + Penalty 3250.332322 = -2303036.420942
  nChanged 75
		SP:Iteration 80F (60036.120000 sec): 3 clusters
  Score: Raw -2306307.366128 + Penalty 3250.332322 = -2303057.033806
  nChanged 57
		SP:Iteration 81Q (60036.430000 sec): 3 clusters
  Score: Raw -2306322.406236 + Penalty 3250.332322 = -2303072.073914
  nChanged 61
		SP:Iteration 82Q (60036.680000 sec): 3 clusters
  Score: Raw -2306340.666662 + Penalty 3250.332322 = -2303090.334340
  nChanged 59
		SP:Iteration 83Q (60036.960000 sec): 3 clusters
  Score: Raw -2306356.387084 + Penalty 3250.332322 = -2303106.054762
  nChanged 62
		SP:Iteration 84Q (60037.190000 sec): 3 clusters
  Score: Raw -2306373.318685 + Penalty 3250.332322 = -2303122.986364
  nChanged 54
		SP:Iteration 85Q (60037.510000 sec): 3 clusters
  Score: Raw -2306389.748222 + Penalty 3250.332322 = -2303139.415900
  nChanged 51
		SP:Iteration 86Q (60037.760000 sec): 3 clusters
  Score: Raw -2306403.392669 + Penalty 3250.332322 = -2303153.060347
  nChanged 28
		SP:Iteration 87Q (60038.040000 sec): 3 clusters
  Score: Raw -2306409.639913 + Penalty 3250.332322 = -2303159.307591
  nChanged 27
		SP:Iteration 88Q (60038.290000 sec): 3 clusters
  Score: Raw -2306415.687465 + Penalty 3250.332322 = -2303165.355144
  nChanged 25
		SP:Iteration 89Q (60038.560000 sec): 3 clusters
  Score: Raw -2306423.121805 + Penalty 3250.332322 = -2303172.789483
  nChanged 33
		SP:Iteration 90Q (60038.800000 sec): 3 clusters
  Score: Raw -2306432.911000 + Penalty 3250.332322 = -2303182.578678
  nChanged 26
		SP:Iteration 91Q (60039.050000 sec): 3 clusters
  Score: Raw -2306439.886604 + Penalty 3250.332322 = -2303189.554282
  nChanged 28
		SP:Iteration 92Q (60039.300000 sec): 3 clusters
  Score: Raw -2306446.831446 + Penalty 3250.332322 = -2303196.499125
  nChanged 25
		SP:Iteration 93Q (60039.570000 sec): 3 clusters
  Score: Raw -2306452.342047 + Penalty 3250.332322 = -2303202.009725
  nChanged 17
		SP:Iteration 94Q (60039.800000 sec): 3 clusters
  Score: Raw -2306455.973191 + Penalty 3250.332322 = -2303205.640869
  nChanged 18
		SP:Iteration 95Q (60040.060000 sec): 3 clusters
  Score: Raw -2306462.322264 + Penalty 3250.332322 = -2303211.989942
  nChanged 24
		SP:Iteration 96Q (60040.290000 sec): 3 clusters
  Score: Raw -2306469.892160 + Penalty 3250.332322 = -2303219.559839
  nChanged 20
		SP:Iteration 97Q (60040.550000 sec): 3 clusters
  Score: Raw -2306475.651405 + Penalty 3250.332322 = -2303225.319083
  nChanged 22
		SP:Iteration 98Q (60040.790000 sec): 3 clusters
  Score: Raw -2306482.779577 + Penalty 3250.332322 = -2303232.447255
  nChanged 21
		SP:Iteration 99Q (60041.000000 sec): 3 clusters
  Score: Raw -2306488.293484 + Penalty 3250.332322 = -2303237.961162
  nChanged 17
		SP:Iteration 100F (60041.290000 sec): 3 clusters
  Score: Raw -2306492.883834 + Penalty 3250.332322 = -2303242.551512
  nChanged 15
		SP:Iteration 101Q (60041.510000 sec): 3 clusters
  Score: Raw -2306495.308702 + Penalty 3250.332322 = -2303244.976381
  nChanged 7
		SP:Iteration 102Q (60041.800000 sec): 3 clusters
  Score: Raw -2306496.883672 + Penalty 3250.332322 = -2303246.551350
  nChanged 6
		SP:Iteration 103Q (60042.040000 sec): 3 clusters
  Score: Raw -2306497.846888 + Penalty 3250.332322 = -2303247.514566
  nChanged 5
		SP:Iteration 104Q (60042.320000 sec): 3 clusters
  Score: Raw -2306498.800534 + Penalty 3250.332322 = -2303248.468212
  nChanged 6
		SP:Iteration 105Q (60042.550000 sec): 3 clusters
  Score: Raw -2306500.009196 + Penalty 3250.332322 = -2303249.676874
  nChanged 6
		SP:Iteration 106Q (60042.820000 sec): 3 clusters
  Score: Raw -2306501.086508 + Penalty 3250.332322 = -2303250.754186
  nChanged 7
		SP:Iteration 107Q (60043.050000 sec): 3 clusters
  Score: Raw -2306502.501825 + Penalty 3250.332322 = -2303252.169503
  nChanged 4
		SP:Iteration 108Q (60043.350000 sec): 3 clusters
  Score: Raw -2306503.710596 + Penalty 3250.332322 = -2303253.378274
  nChanged 5
		SP:Iteration 109Q (60043.620000 sec): 3 clusters
  Score: Raw -2306505.354586 + Penalty 3250.332322 = -2303255.022264
  nChanged 4
		SP:Iteration 110Q (60043.880000 sec): 3 clusters
  Score: Raw -2306506.445439 + Penalty 3250.332322 = -2303256.113117
  nChanged 3
		SP:Iteration 111Q (60044.090000 sec): 3 clusters
  Score: Raw -2306507.229454 + Penalty 3250.332322 = -2303256.897133
  nChanged 2
		SP:Iteration 112Q (60044.410000 sec): 3 clusters
  Score: Raw -2306507.668410 + Penalty 3250.332322 = -2303257.336088
  nChanged 3
		SP:Iteration 113Q (60044.650000 sec): 3 clusters
  Score: Raw -2306508.078606 + Penalty 3250.332322 = -2303257.746284
  nChanged 2
		SP:Iteration 114Q (60044.950000 sec): 3 clusters
  Score: Raw -2306508.289656 + Penalty 3250.332322 = -2303257.957334
  nChanged 1
		SP:Iteration 115Q (60045.180000 sec): 3 clusters
  Score: Raw -2306508.417566 + Penalty 3250.332322 = -2303258.085244
  nChanged 1
		SP:Iteration 116Q (60045.460000 sec): 3 clusters
  Score: Raw -2306508.887295 + Penalty 3250.332322 = -2303258.554973
  nChanged 2
		SP:Iteration 117Q (60045.730000 sec): 3 clusters
  Score: Raw -2306509.283128 + Penalty 3250.332322 = -2303258.950806
  nChanged 3
		SP:Iteration 118Q (60046.010000 sec): 3 clusters
  Score: Raw -2306510.372231 + Penalty 3250.332322 = -2303260.039909
  nChanged 4
		SP:Iteration 119Q (60046.290000 sec): 3 clusters
  Score: Raw -2306511.244533 + Penalty 3250.332322 = -2303260.912212
  nChanged 2
		SP:Iteration 120F (60046.590000 sec): 3 clusters
  Score: Raw -2306511.687654 + Penalty 3250.332322 = -2303261.355332
  nChanged 4
		SP:Iteration 121Q (60046.850000 sec): 3 clusters
  Score: Raw -2306512.291753 + Penalty 3250.332322 = -2303261.959432
  nChanged 4
		SP:Iteration 122Q (60047.060000 sec): 3 clusters
  Score: Raw -2306513.397728 + Penalty 3250.332322 = -2303263.065406
  nChanged 6
		SP:Iteration 123Q (60047.310000 sec): 3 clusters
  Score: Raw -2306514.532979 + Penalty 3250.332322 = -2303264.200657
  nChanged 4
		SP:Iteration 124Q (60047.580000 sec): 3 clusters
  Score: Raw -2306515.706348 + Penalty 3250.332322 = -2303265.374026
  nChanged 5
		SP:Iteration 125Q (60047.810000 sec): 3 clusters
  Score: Raw -2306516.644668 + Penalty 3250.332322 = -2303266.312347
  nChanged 1
		SP:Iteration 126Q (60048.130000 sec): 3 clusters
  Score: Raw -2306516.817836 + Penalty 3250.332322 = -2303266.485515
  nChanged 1
		SP:Iteration 127Q (60048.420000 sec): 3 clusters
  Score: Raw -2306516.915409 + Penalty 3250.332322 = -2303266.583088
  nChanged 0
		SP:Iteration 128F (60048.680000 sec): 3 clusters
  Score: Raw -2306516.915409 + Penalty 3250.332322 = -2303266.583088
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (25301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60048.890000 sec): 2 clusters
  Score: Raw -2682960.050414 + Penalty 1647.522370 = -2681312.528044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60049.200000 sec): 3 clusters
  Score: Raw -2667440.269423 + Penalty 3295.044740 = -2664145.224683
  nChanged 11548
		SP:Iteration 1F (60049.500000 sec): 3 clusters
  Score: Raw -2673910.662233 + Penalty 3295.044740 = -2670615.617493
  nChanged 1284
		SP:Iteration 2F (60049.800000 sec): 3 clusters
  Score: Raw -2674392.288640 + Penalty 3295.044740 = -2671097.243900
  nChanged 1266
		SP:Iteration 3F (60050.040000 sec): 3 clusters
  Score: Raw -2674889.216861 + Penalty 3295.044740 = -2671594.172121
  nChanged 1198
		SP:Iteration 4Q (60050.320000 sec): 3 clusters
  Score: Raw -2675372.862699 + Penalty 3295.044740 = -2672077.817959
  nChanged 1209
		SP:Iteration 5Q (60050.610000 sec): 3 clusters
  Score: Raw -2675922.954652 + Penalty 3295.044740 = -2672627.909912
  nChanged 1261
		SP:Iteration 6Q (60050.880000 sec): 3 clusters
  Score: Raw -2676563.887242 + Penalty 3295.044740 = -2673268.842502
  nChanged 1323
		SP:Iteration 7F (60051.130000 sec): 3 clusters
  Score: Raw -2677332.212706 + Penalty 3295.044740 = -2674037.167966
  nChanged 1398
		SP:Iteration 8F (60051.470000 sec): 3 clusters
  Score: Raw -2678279.438329 + Penalty 3295.044740 = -2674984.393589
  nChanged 1350
		SP:Iteration 9F (60051.760000 sec): 3 clusters
  Score: Raw -2679209.293962 + Penalty 3295.044740 = -2675914.249222
  nChanged 1121
		SP:Iteration 10Q (60052.050000 sec): 3 clusters
  Score: Raw -2679919.256904 + Penalty 3295.044740 = -2676624.212164
  nChanged 920
		SP:Iteration 11Q (60052.290000 sec): 3 clusters
  Score: Raw -2680436.117546 + Penalty 3295.044740 = -2677141.072806
  nChanged 741
		SP:Iteration 12Q (60052.600000 sec): 3 clusters
  Score: Raw -2680807.989206 + Penalty 3295.044740 = -2677512.944466
  nChanged 559
		SP:Iteration 13Q (60052.880000 sec): 3 clusters
  Score: Raw -2681052.686847 + Penalty 3295.044740 = -2677757.642107
  nChanged 460
		SP:Iteration 14Q (60053.160000 sec): 3 clusters
  Score: Raw -2681237.844539 + Penalty 3295.044740 = -2677942.799800
  nChanged 406
		SP:Iteration 15Q (60053.450000 sec): 3 clusters
  Score: Raw -2681400.330864 + Penalty 3295.044740 = -2678105.286124
  nChanged 366
		SP:Iteration 16Q (60053.750000 sec): 3 clusters
  Score: Raw -2681550.002546 + Penalty 3295.044740 = -2678254.957807
  nChanged 361
		SP:Iteration 17Q (60054.020000 sec): 3 clusters
  Score: Raw -2681692.756725 + Penalty 3295.044740 = -2678397.711985
  nChanged 350
		SP:Iteration 18Q (60054.300000 sec): 3 clusters
  Score: Raw -2681830.366958 + Penalty 3295.044740 = -2678535.322218
  nChanged 319
		SP:Iteration 19Q (60054.590000 sec): 3 clusters
  Score: Raw -2681958.697126 + Penalty 3295.044740 = -2678663.652386
  nChanged 312
		SP:Iteration 20F (60054.870000 sec): 3 clusters
  Score: Raw -2682086.945992 + Penalty 3295.044740 = -2678791.901252
  nChanged 311
		SP:Iteration 21Q (60055.160000 sec): 3 clusters
  Score: Raw -2682229.897086 + Penalty 3295.044740 = -2678934.852346
  nChanged 312
		SP:Iteration 22Q (60055.430000 sec): 3 clusters
  Score: Raw -2682379.512214 + Penalty 3295.044740 = -2679084.467474
  nChanged 291
		SP:Iteration 23Q (60055.700000 sec): 3 clusters
  Score: Raw -2682525.485373 + Penalty 3295.044740 = -2679230.440633
  nChanged 238
		SP:Iteration 24Q (60055.970000 sec): 3 clusters
  Score: Raw -2682652.314438 + Penalty 3295.044740 = -2679357.269698
  nChanged 222
		SP:Iteration 25Q (60056.270000 sec): 3 clusters
  Score: Raw -2682786.421670 + Penalty 3295.044740 = -2679491.376930
  nChanged 206
		SP:Iteration 26Q (60056.530000 sec): 3 clusters
  Score: Raw -2682956.160256 + Penalty 3295.044740 = -2679661.115516
  nChanged 184
		SP:Iteration 27Q (60056.850000 sec): 3 clusters
  Score: Raw -2683164.936039 + Penalty 3295.044740 = -2679869.891299
  nChanged 184
		SP:Iteration 28Q (60057.120000 sec): 3 clusters
  Score: Raw -2683373.727068 + Penalty 3295.044740 = -2680078.682328
  nChanged 159
		SP:Iteration 29Q (60057.370000 sec): 3 clusters
  Score: Raw -2683525.283107 + Penalty 3295.044740 = -2680230.238367
  nChanged 139
		SP:Iteration 30Q (60057.630000 sec): 3 clusters
  Score: Raw -2683606.452107 + Penalty 3295.044740 = -2680311.407367
  nChanged 108
		SP:Iteration 31Q (60057.930000 sec): 3 clusters
  Score: Raw -2683667.768128 + Penalty 3295.044740 = -2680372.723388
  nChanged 75
		SP:Iteration 32Q (60058.220000 sec): 3 clusters
  Score: Raw -2683698.078455 + Penalty 3295.044740 = -2680403.033715
  nChanged 54
		SP:Iteration 33Q (60058.470000 sec): 3 clusters
  Score: Raw -2683717.212526 + Penalty 3295.044740 = -2680422.167786
  nChanged 49
		SP:Iteration 34Q (60058.750000 sec): 3 clusters
  Score: Raw -2683734.312591 + Penalty 3295.044740 = -2680439.267851
  nChanged 37
		SP:Iteration 35Q (60058.980000 sec): 3 clusters
  Score: Raw -2683745.887757 + Penalty 3295.044740 = -2680450.843017
  nChanged 34
		SP:Iteration 36Q (60059.300000 sec): 3 clusters
  Score: Raw -2683758.374608 + Penalty 3295.044740 = -2680463.329868
  nChanged 28
		SP:Iteration 37Q (60059.560000 sec): 3 clusters
  Score: Raw -2683768.416459 + Penalty 3295.044740 = -2680473.371720
  nChanged 25
		SP:Iteration 38Q (60059.820000 sec): 3 clusters
  Score: Raw -2683776.420910 + Penalty 3295.044740 = -2680481.376170
  nChanged 25
		SP:Iteration 39Q (60060.140000 sec): 3 clusters
  Score: Raw -2683784.954152 + Penalty 3295.044740 = -2680489.909412
  nChanged 29
		SP:Iteration 40F (60060.420000 sec): 3 clusters
  Score: Raw -2683794.298270 + Penalty 3295.044740 = -2680499.253530
  nChanged 25
		SP:Iteration 41Q (60060.660000 sec): 3 clusters
  Score: Raw -2683800.925245 + Penalty 3295.044740 = -2680505.880505
  nChanged 24
		SP:Iteration 42Q (60060.960000 sec): 3 clusters
  Score: Raw -2683809.056254 + Penalty 3295.044740 = -2680514.011514
  nChanged 22
		SP:Iteration 43Q (60061.240000 sec): 3 clusters
  Score: Raw -2683814.987289 + Penalty 3295.044740 = -2680519.942549
  nChanged 18
		SP:Iteration 44Q (60061.520000 sec): 3 clusters
  Score: Raw -2683818.110918 + Penalty 3295.044740 = -2680523.066178
  nChanged 17
		SP:Iteration 45Q (60061.800000 sec): 3 clusters
  Score: Raw -2683820.964376 + Penalty 3295.044740 = -2680525.919636
  nChanged 8
		SP:Iteration 46Q (60062.080000 sec): 3 clusters
  Score: Raw -2683822.657014 + Penalty 3295.044740 = -2680527.612274
  nChanged 10
		SP:Iteration 47Q (60062.320000 sec): 3 clusters
  Score: Raw -2683824.956249 + Penalty 3295.044740 = -2680529.911509
  nChanged 11
		SP:Iteration 48Q (60062.640000 sec): 3 clusters
  Score: Raw -2683826.759484 + Penalty 3295.044740 = -2680531.714744
  nChanged 9
		SP:Iteration 49Q (60062.910000 sec): 3 clusters
  Score: Raw -2683828.569648 + Penalty 3295.044740 = -2680533.524908
  nChanged 6
		SP:Iteration 50Q (60063.130000 sec): 3 clusters
  Score: Raw -2683829.732791 + Penalty 3295.044740 = -2680534.688051
  nChanged 4
		SP:Iteration 51Q (60063.420000 sec): 3 clusters
  Score: Raw -2683830.776921 + Penalty 3295.044740 = -2680535.732182
  nChanged 9
		SP:Iteration 52Q (60063.720000 sec): 3 clusters
  Score: Raw -2683832.697408 + Penalty 3295.044740 = -2680537.652668
  nChanged 5
		SP:Iteration 53Q (60063.940000 sec): 3 clusters
  Score: Raw -2683833.567753 + Penalty 3295.044740 = -2680538.523014
  nChanged 4
		SP:Iteration 54Q (60064.190000 sec): 3 clusters
  Score: Raw -2683834.445291 + Penalty 3295.044740 = -2680539.400551
  nChanged 4
		SP:Iteration 55Q (60064.450000 sec): 3 clusters
  Score: Raw -2683834.892543 + Penalty 3295.044740 = -2680539.847803
  nChanged 3
		SP:Iteration 56Q (60064.720000 sec): 3 clusters
  Score: Raw -2683835.671200 + Penalty 3295.044740 = -2680540.626460
  nChanged 3
		SP:Iteration 57Q (60064.990000 sec): 3 clusters
  Score: Raw -2683836.912758 + Penalty 3295.044740 = -2680541.868018
  nChanged 4
		SP:Iteration 58Q (60065.280000 sec): 3 clusters
  Score: Raw -2683838.220284 + Penalty 3295.044740 = -2680543.175544
  nChanged 5
		SP:Iteration 59Q (60065.530000 sec): 3 clusters
  Score: Raw -2683840.344377 + Penalty 3295.044740 = -2680545.299637
  nChanged 7
		SP:Iteration 60F (60065.840000 sec): 3 clusters
  Score: Raw -2683842.005580 + Penalty 3295.044740 = -2680546.960840
  nChanged 6
		SP:Iteration 61Q (60066.120000 sec): 3 clusters
  Score: Raw -2683843.273911 + Penalty 3295.044740 = -2680548.229171
  nChanged 8
		SP:Iteration 62Q (60066.360000 sec): 3 clusters
  Score: Raw -2683845.205788 + Penalty 3295.044740 = -2680550.161048
  nChanged 4
		SP:Iteration 63Q (60066.590000 sec): 3 clusters
  Score: Raw -2683847.301393 + Penalty 3295.044740 = -2680552.256653
  nChanged 4
		SP:Iteration 64Q (60066.880000 sec): 3 clusters
  Score: Raw -2683848.129018 + Penalty 3295.044740 = -2680553.084279
  nChanged 2
		SP:Iteration 65Q (60067.090000 sec): 3 clusters
  Score: Raw -2683848.539742 + Penalty 3295.044740 = -2680553.495002
  nChanged 4
		SP:Iteration 66Q (60067.360000 sec): 3 clusters
  Score: Raw -2683850.144678 + Penalty 3295.044740 = -2680555.099938
  nChanged 5
		SP:Iteration 67Q (60067.620000 sec): 3 clusters
  Score: Raw -2683851.254203 + Penalty 3295.044740 = -2680556.209463
  nChanged 6
		SP:Iteration 68Q (60067.860000 sec): 3 clusters
  Score: Raw -2683852.422811 + Penalty 3295.044740 = -2680557.378071
  nChanged 2
		SP:Iteration 69Q (60068.120000 sec): 3 clusters
  Score: Raw -2683853.405858 + Penalty 3295.044740 = -2680558.361118
  nChanged 3
		SP:Iteration 70Q (60068.370000 sec): 3 clusters
  Score: Raw -2683854.012920 + Penalty 3295.044740 = -2680558.968180
  nChanged 1
		SP:Iteration 71Q (60068.650000 sec): 3 clusters
  Score: Raw -2683854.195944 + Penalty 3295.044740 = -2680559.151204
  nChanged 0
		SP:Iteration 72F (60068.930000 sec): 3 clusters
  Score: Raw -2683854.195944 + Penalty 3295.044740 = -2680559.151204
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (1027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60069.000000 sec): 2 clusters
  Score: Raw -113796.908338 + Penalty 1126.839547 = -112670.068791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60069.170000 sec): 3 clusters
  Score: Raw -113539.626873 + Penalty 2253.679093 = -111285.947780
  nChanged 338
		SP:Iteration 1F (60069.380000 sec): 3 clusters
  Score: Raw -114020.463459 + Penalty 2253.679093 = -111766.784366
  nChanged 96
		SP:Iteration 2F (60069.580000 sec): 3 clusters
  Score: Raw -114233.001390 + Penalty 2253.679093 = -111979.322297
  nChanged 73
		SP:Iteration 3F (60069.750000 sec): 3 clusters
  Score: Raw -114429.761805 + Penalty 2253.679093 = -112176.082711
  nChanged 58
		SP:Iteration 4F (60069.920000 sec): 3 clusters
  Score: Raw -114593.862538 + Penalty 2253.679093 = -112340.183445
  nChanged 56
		SP:Iteration 5F (60070.090000 sec): 3 clusters
  Score: Raw -114735.233026 + Penalty 2253.679093 = -112481.553933
  nChanged 32
		SP:Iteration 6Q (60070.250000 sec): 3 clusters
  Score: Raw -114788.846590 + Penalty 2253.679093 = -112535.167496
  nChanged 22
		SP:Iteration 7Q (60070.400000 sec): 3 clusters
  Score: Raw -114848.290289 + Penalty 2253.679093 = -112594.611195
  nChanged 21
		SP:Iteration 8Q (60070.550000 sec): 3 clusters
  Score: Raw -114924.130359 + Penalty 2253.679093 = -112670.451266
  nChanged 22
		SP:Iteration 9Q (60070.690000 sec): 3 clusters
  Score: Raw -114983.224868 + Penalty 2253.679093 = -112729.545775
  nChanged 18
		SP:Iteration 10Q (60070.890000 sec): 3 clusters
  Score: Raw -115040.488006 + Penalty 2253.679093 = -112786.808913
  nChanged 26
		SP:Iteration 11Q (60071.090000 sec): 3 clusters
  Score: Raw -115153.512570 + Penalty 2253.679093 = -112899.833477
  nChanged 28
		SP:Iteration 12Q (60071.250000 sec): 3 clusters
  Score: Raw -115302.592090 + Penalty 2253.679093 = -113048.912997
  nChanged 34
		SP:Iteration 13Q (60071.400000 sec): 3 clusters
  Score: Raw -115565.726050 + Penalty 2253.679093 = -113312.046957
  nChanged 24
		SP:Iteration 14Q (60071.590000 sec): 3 clusters
  Score: Raw -115726.806809 + Penalty 2253.679093 = -113473.127716
  nChanged 5
		SP:Iteration 15Q (60071.740000 sec): 3 clusters
  Score: Raw -115755.511682 + Penalty 2253.679093 = -113501.832589
  nChanged 0
		SP:Iteration 16F (60071.900000 sec): 3 clusters
  Score: Raw -115756.477456 + Penalty 2253.679093 = -113502.798363
  nChanged 1
		SP:Iteration 17Q (60072.060000 sec): 3 clusters
  Score: Raw -115760.667242 + Penalty 2253.679093 = -113506.988149
  nChanged 0
		SP:Iteration 18F (60072.220000 sec): 3 clusters
  Score: Raw -115760.667242 + Penalty 2253.679093 = -113506.988149
  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 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60072.340000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60072.540000 sec): 3 clusters
  Score: Raw -48637.420370 + Penalty 1948.846929 = -46688.573441
  nChanged 83
		SP:Iteration 1F (60072.720000 sec): 3 clusters
  Score: Raw -48755.286324 + Penalty 1948.846929 = -46806.439395
  nChanged 29
		SP:Iteration 2F (60072.920000 sec): 3 clusters
  Score: Raw -48821.225991 + Penalty 1948.846929 = -46872.379062
  nChanged 19
		SP:Iteration 3Q (60073.100000 sec): 3 clusters
  Score: Raw -48853.481551 + Penalty 1948.846929 = -46904.634622
  nChanged 7
		SP:Iteration 4Q (60073.280000 sec): 3 clusters
  Score: Raw -48866.520478 + Penalty 1948.846929 = -46917.673550
  nChanged 7
		SP:Iteration 5Q (60073.430000 sec): 3 clusters
  Score: Raw -48912.696930 + Penalty 1948.846929 = -46963.850002
  nChanged 13
		SP:Iteration 6Q (60073.580000 sec): 3 clusters
  Score: Raw -48959.313970 + Penalty 1948.846929 = -47010.467041
  nChanged 8
		SP:Iteration 7Q (60073.760000 sec): 3 clusters
  Score: Raw -48970.726512 + Penalty 1948.846929 = -47021.879583
  nChanged 3
		SP:Iteration 8Q (60073.990000 sec): 3 clusters
  Score: Raw -48975.987437 + Penalty 1948.846929 = -47027.140508
  nChanged 0
		SP:Iteration 9F (60074.120000 sec): 3 clusters
  Score: Raw -48975.987437 + Penalty 1948.846929 = -47027.140508
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (333443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60075.600000 sec): 2 clusters
  Score: Raw -37938095.089172 + Penalty 2066.549422 = -37936028.539749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60077.220000 sec): 3 clusters
  Score: Raw -37714937.896394 + Penalty 4133.098845 = -37710804.797549
  nChanged 162585
		SP:Iteration 1F (60078.750000 sec): 3 clusters
  Score: Raw -37814378.247043 + Penalty 4133.098845 = -37810245.148198
  nChanged 15071
		SP:Iteration 2Q (60080.400000 sec): 3 clusters
  Score: Raw -37820334.099168 + Penalty 4133.098845 = -37816201.000323
  nChanged 20358
		SP:Iteration 3F (60081.930000 sec): 3 clusters
  Score: Raw -37831562.838786 + Penalty 4133.098845 = -37827429.739941
  nChanged 26708
		SP:Iteration 4F (60083.540000 sec): 3 clusters
  Score: Raw -37851227.447100 + Penalty 4133.098845 = -37847094.348255
  nChanged 30685
		SP:Iteration 5F (60085.140000 sec): 3 clusters
  Score: Raw -37879129.797029 + Penalty 4133.098845 = -37874996.698184
  nChanged 28406
		SP:Iteration 6F (60086.720000 sec): 3 clusters
  Score: Raw -37907979.749335 + Penalty 4133.098845 = -37903846.650490
  nChanged 18629
		SP:Iteration 7F (60088.400000 sec): 3 clusters
  Score: Raw -37927152.415465 + Penalty 4133.098845 = -37923019.316620
  nChanged 8246
		SP:Iteration 8Q (60090.070000 sec): 3 clusters
  Score: Raw -37935136.116385 + Penalty 4133.098845 = -37931003.017540
  nChanged 2585
		SP:Iteration 9Q (60091.610000 sec): 3 clusters
  Score: Raw -37937485.277416 + Penalty 4133.098845 = -37933352.178571
  nChanged 686
		SP:Iteration 10Q (60093.130000 sec): 3 clusters
  Score: Raw -37938077.958574 + Penalty 4133.098845 = -37933944.859729
  nChanged 243
		SP:Iteration 11Q (60094.530000 sec): 3 clusters
  Score: Raw -37938275.162229 + Penalty 4133.098845 = -37934142.063384
  nChanged 127
		SP:Iteration 12Q (60095.980000 sec): 3 clusters
  Score: Raw -37938388.799571 + Penalty 4133.098845 = -37934255.700726
  nChanged 93
		SP:Iteration 13Q (60097.490000 sec): 3 clusters
  Score: Raw -37938451.660751 + Penalty 4133.098845 = -37934318.561906
  nChanged 61
		SP:Iteration 14Q (60098.970000 sec): 3 clusters
  Score: Raw -37938490.968911 + Penalty 4133.098845 = -37934357.870066
  nChanged 41
		SP:Iteration 15Q (60100.450000 sec): 3 clusters
  Score: Raw -37938513.546267 + Penalty 4133.098845 = -37934380.447422
  nChanged 23
		SP:Iteration 16Q (60101.780000 sec): 3 clusters
  Score: Raw -37938523.929735 + Penalty 4133.098845 = -37934390.830890
  nChanged 19
		SP:Iteration 17Q (60103.160000 sec): 3 clusters
  Score: Raw -37938535.059723 + Penalty 4133.098845 = -37934401.960878
  nChanged 13
		SP:Iteration 18Q (60104.630000 sec): 3 clusters
  Score: Raw -37938542.673240 + Penalty 4133.098845 = -37934409.574395
  nChanged 15
		SP:Iteration 19Q (60106.030000 sec): 3 clusters
  Score: Raw -37938550.790905 + Penalty 4133.098845 = -37934417.692060
  nChanged 15
		SP:Iteration 20F (60107.630000 sec): 3 clusters
  Score: Raw -37938557.008450 + Penalty 4133.098845 = -37934423.909606
  nChanged 6
		SP:Iteration 21Q (60109.040000 sec): 3 clusters
  Score: Raw -37938559.218480 + Penalty 4133.098845 = -37934426.119635
  nChanged 5
		SP:Iteration 22Q (60110.460000 sec): 3 clusters
  Score: Raw -37938561.427663 + Penalty 4133.098845 = -37934428.328818
  nChanged 4
		SP:Iteration 23Q (60111.860000 sec): 3 clusters
  Score: Raw -37938563.639948 + Penalty 4133.098845 = -37934430.541103
  nChanged 5
		SP:Iteration 24Q (60113.130000 sec): 3 clusters
  Score: Raw -37938565.398887 + Penalty 4133.098845 = -37934432.300042
  nChanged 3
		SP:Iteration 25Q (60114.430000 sec): 3 clusters
  Score: Raw -37938566.545265 + Penalty 4133.098845 = -37934433.446420
  nChanged 2
		SP:Iteration 26Q (60115.850000 sec): 3 clusters
  Score: Raw -37938567.626672 + Penalty 4133.098845 = -37934434.527827
  nChanged 1
		SP:Iteration 27Q (60117.200000 sec): 3 clusters
  Score: Raw -37938567.892877 + Penalty 4133.098845 = -37934434.794032
  nChanged 0
		SP:Iteration 28F (60118.790000 sec): 3 clusters
  Score: Raw -37938567.892877 + Penalty 4133.098845 = -37934434.794032
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (76884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60119.350000 sec): 2 clusters
  Score: Raw -8521622.684933 + Penalty 1828.133624 = -8519794.551309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60119.910000 sec): 3 clusters
  Score: Raw -8471950.325475 + Penalty 3656.267248 = -8468294.058226
  nChanged 36644
		SP:Iteration 1F (60120.430000 sec): 3 clusters
  Score: Raw -8493675.833898 + Penalty 3656.267248 = -8490019.566650
  nChanged 4136
		SP:Iteration 2F (60120.980000 sec): 3 clusters
  Score: Raw -8495552.408612 + Penalty 3656.267248 = -8491896.141364
  nChanged 5134
		SP:Iteration 3F (60121.540000 sec): 3 clusters
  Score: Raw -8498543.515166 + Penalty 3656.267248 = -8494887.247918
  nChanged 5894
		SP:Iteration 4F (60122.050000 sec): 3 clusters
  Score: Raw -8502521.494270 + Penalty 3656.267248 = -8498865.227022
  nChanged 5971
		SP:Iteration 5F (60122.630000 sec): 3 clusters
  Score: Raw -8506850.081178 + Penalty 3656.267248 = -8503193.813929
  nChanged 5190
		SP:Iteration 6F (60123.130000 sec): 3 clusters
  Score: Raw -8510923.587451 + Penalty 3656.267248 = -8507267.320202
  nChanged 3869
		SP:Iteration 7F (60123.650000 sec): 3 clusters
  Score: Raw -8514476.613987 + Penalty 3656.267248 = -8510820.346739
  nChanged 2776
		SP:Iteration 8Q (60124.200000 sec): 3 clusters
  Score: Raw -8517358.399541 + Penalty 3656.267248 = -8513702.132293
  nChanged 2026
		SP:Iteration 9Q (60124.710000 sec): 3 clusters
  Score: Raw -8519188.944357 + Penalty 3656.267248 = -8515532.677108
  nChanged 1408
		SP:Iteration 10Q (60125.220000 sec): 3 clusters
  Score: Raw -8520117.750804 + Penalty 3656.267248 = -8516461.483556
  nChanged 823
		SP:Iteration 11Q (60125.700000 sec): 3 clusters
  Score: Raw -8520550.060320 + Penalty 3656.267248 = -8516893.793071
  nChanged 587
		SP:Iteration 12Q (60126.140000 sec): 3 clusters
  Score: Raw -8520832.323499 + Penalty 3656.267248 = -8517176.056251
  nChanged 500
		SP:Iteration 13Q (60126.650000 sec): 3 clusters
  Score: Raw -8521058.006698 + Penalty 3656.267248 = -8517401.739450
  nChanged 435
		SP:Iteration 14Q (60127.140000 sec): 3 clusters
  Score: Raw -8521219.342785 + Penalty 3656.267248 = -8517563.075537
  nChanged 383
		SP:Iteration 15Q (60127.630000 sec): 3 clusters
  Score: Raw -8521332.995042 + Penalty 3656.267248 = -8517676.727794
  nChanged 316
		SP:Iteration 16Q (60128.140000 sec): 3 clusters
  Score: Raw -8521406.639734 + Penalty 3656.267248 = -8517750.372486
  nChanged 236
		SP:Iteration 17Q (60128.640000 sec): 3 clusters
  Score: Raw -8521457.706338 + Penalty 3656.267248 = -8517801.439090
  nChanged 213
		SP:Iteration 18Q (60129.110000 sec): 3 clusters
  Score: Raw -8521499.191001 + Penalty 3656.267248 = -8517842.923753
  nChanged 188
		SP:Iteration 19Q (60129.570000 sec): 3 clusters
  Score: Raw -8521533.425910 + Penalty 3656.267248 = -8517877.158662
  nChanged 169
		SP:Iteration 20F (60130.070000 sec): 3 clusters
  Score: Raw -8521565.894355 + Penalty 3656.267248 = -8517909.627107
  nChanged 174
		SP:Iteration 21Q (60130.540000 sec): 3 clusters
  Score: Raw -8521598.438456 + Penalty 3656.267248 = -8517942.171208
  nChanged 170
		SP:Iteration 22Q (60131.000000 sec): 3 clusters
  Score: Raw -8521632.687967 + Penalty 3656.267248 = -8517976.420719
  nChanged 166
		SP:Iteration 23Q (60131.470000 sec): 3 clusters
  Score: Raw -8521661.949314 + Penalty 3656.267248 = -8518005.682066
  nChanged 158
		SP:Iteration 24Q (60131.950000 sec): 3 clusters
  Score: Raw -8521693.746633 + Penalty 3656.267248 = -8518037.479385
  nChanged 141
		SP:Iteration 25Q (60132.440000 sec): 3 clusters
  Score: Raw -8521720.405411 + Penalty 3656.267248 = -8518064.138163
  nChanged 137
		SP:Iteration 26Q (60132.960000 sec): 3 clusters
  Score: Raw -8521745.809785 + Penalty 3656.267248 = -8518089.542537
  nChanged 127
		SP:Iteration 27Q (60133.450000 sec): 3 clusters
  Score: Raw -8521767.960366 + Penalty 3656.267248 = -8518111.693118
  nChanged 117
		SP:Iteration 28Q (60133.900000 sec): 3 clusters
  Score: Raw -8521787.947871 + Penalty 3656.267248 = -8518131.680623
  nChanged 101
		SP:Iteration 29Q (60134.400000 sec): 3 clusters
  Score: Raw -8521801.131297 + Penalty 3656.267248 = -8518144.864049
  nChanged 75
		SP:Iteration 30Q (60134.840000 sec): 3 clusters
  Score: Raw -8521810.367877 + Penalty 3656.267248 = -8518154.100628
  nChanged 56
		SP:Iteration 31Q (60135.340000 sec): 3 clusters
  Score: Raw -8521816.701211 + Penalty 3656.267248 = -8518160.433963
  nChanged 58
		SP:Iteration 32Q (60135.850000 sec): 3 clusters
  Score: Raw -8521823.500810 + Penalty 3656.267248 = -8518167.233562
  nChanged 44
		SP:Iteration 33Q (60136.360000 sec): 3 clusters
  Score: Raw -8521829.245571 + Penalty 3656.267248 = -8518172.978323
  nChanged 48
		SP:Iteration 34Q (60136.850000 sec): 3 clusters
  Score: Raw -8521834.504636 + Penalty 3656.267248 = -8518178.237388
  nChanged 51
		SP:Iteration 35Q (60137.370000 sec): 3 clusters
  Score: Raw -8521840.394941 + Penalty 3656.267248 = -8518184.127693
  nChanged 44
		SP:Iteration 36Q (60137.840000 sec): 3 clusters
  Score: Raw -8521845.371860 + Penalty 3656.267248 = -8518189.104612
  nChanged 42
		SP:Iteration 37Q (60138.320000 sec): 3 clusters
  Score: Raw -8521849.725037 + Penalty 3656.267248 = -8518193.457789
  nChanged 39
		SP:Iteration 38Q (60138.840000 sec): 3 clusters
  Score: Raw -8521855.011339 + Penalty 3656.267248 = -8518198.744090
  nChanged 36
		SP:Iteration 39Q (60139.400000 sec): 3 clusters
  Score: Raw -8521859.443964 + Penalty 3656.267248 = -8518203.176716
  nChanged 37
		SP:Iteration 40F (60139.960000 sec): 3 clusters
  Score: Raw -8521863.161067 + Penalty 3656.267248 = -8518206.893819
  nChanged 32
		SP:Iteration 41Q (60140.460000 sec): 3 clusters
  Score: Raw -8521866.239452 + Penalty 3656.267248 = -8518209.972204
  nChanged 33
		SP:Iteration 42Q (60140.980000 sec): 3 clusters
  Score: Raw -8521870.474207 + Penalty 3656.267248 = -8518214.206959
  nChanged 33
		SP:Iteration 43Q (60141.440000 sec): 3 clusters
  Score: Raw -8521874.612915 + Penalty 3656.267248 = -8518218.345666
  nChanged 32
		SP:Iteration 44Q (60142.010000 sec): 3 clusters
  Score: Raw -8521879.151174 + Penalty 3656.267248 = -8518222.883926
  nChanged 37
		SP:Iteration 45Q (60142.590000 sec): 3 clusters
  Score: Raw -8521884.152754 + Penalty 3656.267248 = -8518227.885506
  nChanged 43
		SP:Iteration 46Q (60143.110000 sec): 3 clusters
  Score: Raw -8521889.178922 + Penalty 3656.267248 = -8518232.911674
  nChanged 33
		SP:Iteration 47Q (60143.580000 sec): 3 clusters
  Score: Raw -8521892.983990 + Penalty 3656.267248 = -8518236.716742
  nChanged 34
		SP:Iteration 48Q (60144.110000 sec): 3 clusters
  Score: Raw -8521897.717139 + Penalty 3656.267248 = -8518241.449890
  nChanged 39
		SP:Iteration 49Q (60144.720000 sec): 3 clusters
  Score: Raw -8521902.328219 + Penalty 3656.267248 = -8518246.060971
  nChanged 37
		SP:Iteration 50Q (60145.210000 sec): 3 clusters
  Score: Raw -8521906.031967 + Penalty 3656.267248 = -8518249.764718
  nChanged 31
		SP:Iteration 51Q (60145.710000 sec): 3 clusters
  Score: Raw -8521909.489538 + Penalty 3656.267248 = -8518253.222290
  nChanged 35
		SP:Iteration 52Q (60146.220000 sec): 3 clusters
  Score: Raw -8521914.023928 + Penalty 3656.267248 = -8518257.756679
  nChanged 47
		SP:Iteration 53Q (60146.830000 sec): 3 clusters
  Score: Raw -8521920.134672 + Penalty 3656.267248 = -8518263.867424
  nChanged 45
		SP:Iteration 54Q (60147.360000 sec): 3 clusters
  Score: Raw -8521925.915322 + Penalty 3656.267248 = -8518269.648073
  nChanged 45
		SP:Iteration 55Q (60147.910000 sec): 3 clusters
  Score: Raw -8521932.030376 + Penalty 3656.267248 = -8518275.763128
  nChanged 52
		SP:Iteration 56Q (60148.460000 sec): 3 clusters
  Score: Raw -8521939.147133 + Penalty 3656.267248 = -8518282.879884
  nChanged 57
		SP:Iteration 57Q (60149.010000 sec): 3 clusters
  Score: Raw -8521947.624031 + Penalty 3656.267248 = -8518291.356782
  nChanged 53
		SP:Iteration 58Q (60149.530000 sec): 3 clusters
  Score: Raw -8521954.497622 + Penalty 3656.267248 = -8518298.230373
  nChanged 44
		SP:Iteration 59Q (60150.110000 sec): 3 clusters
  Score: Raw -8521959.821714 + Penalty 3656.267248 = -8518303.554466
  nChanged 42
		SP:Iteration 60F (60150.630000 sec): 3 clusters
  Score: Raw -8521964.876637 + Penalty 3656.267248 = -8518308.609388
  nChanged 35
		SP:Iteration 61Q (60151.100000 sec): 3 clusters
  Score: Raw -8521969.412723 + Penalty 3656.267248 = -8518313.145475
  nChanged 34
		SP:Iteration 62Q (60151.630000 sec): 3 clusters
  Score: Raw -8521973.626786 + Penalty 3656.267248 = -8518317.359538
  nChanged 35
		SP:Iteration 63Q (60152.160000 sec): 3 clusters
  Score: Raw -8521978.918954 + Penalty 3656.267248 = -8518322.651705
  nChanged 43
		SP:Iteration 64Q (60152.700000 sec): 3 clusters
  Score: Raw -8521984.799143 + Penalty 3656.267248 = -8518328.531895
  nChanged 37
		SP:Iteration 65Q (60153.190000 sec): 3 clusters
  Score: Raw -8521989.239894 + Penalty 3656.267248 = -8518332.972646
  nChanged 34
		SP:Iteration 66Q (60153.700000 sec): 3 clusters
  Score: Raw -8521993.736946 + Penalty 3656.267248 = -8518337.469698
  nChanged 37
		SP:Iteration 67Q (60154.220000 sec): 3 clusters
  Score: Raw -8521998.334656 + Penalty 3656.267248 = -8518342.067408
  nChanged 30
		SP:Iteration 68Q (60154.750000 sec): 3 clusters
  Score: Raw -8522001.270782 + Penalty 3656.267248 = -8518345.003534
  nChanged 29
		SP:Iteration 69Q (60155.310000 sec): 3 clusters
  Score: Raw -8522005.177906 + Penalty 3656.267248 = -8518348.910658
  nChanged 34
		SP:Iteration 70Q (60155.870000 sec): 3 clusters
  Score: Raw -8522009.259027 + Penalty 3656.267248 = -8518352.991779
  nChanged 23
		SP:Iteration 71Q (60156.400000 sec): 3 clusters
  Score: Raw -8522011.935179 + Penalty 3656.267248 = -8518355.667931
  nChanged 21
		SP:Iteration 72Q (60157.000000 sec): 3 clusters
  Score: Raw -8522014.408355 + Penalty 3656.267248 = -8518358.141107
  nChanged 30
		SP:Iteration 73Q (60157.500000 sec): 3 clusters
  Score: Raw -8522017.868113 + Penalty 3656.267248 = -8518361.600865
  nChanged 19
		SP:Iteration 74Q (60158.050000 sec): 3 clusters
  Score: Raw -8522020.267575 + Penalty 3656.267248 = -8518364.000327
  nChanged 22
		SP:Iteration 75Q (60158.500000 sec): 3 clusters
  Score: Raw -8522023.660450 + Penalty 3656.267248 = -8518367.393202
  nChanged 20
		SP:Iteration 76Q (60159.010000 sec): 3 clusters
  Score: Raw -8522026.487181 + Penalty 3656.267248 = -8518370.219932
  nChanged 17
		SP:Iteration 77Q (60159.510000 sec): 3 clusters
  Score: Raw -8522028.754796 + Penalty 3656.267248 = -8518372.487548
  nChanged 18
		SP:Iteration 78Q (60160.000000 sec): 3 clusters
  Score: Raw -8522031.261680 + Penalty 3656.267248 = -8518374.994432
  nChanged 15
		SP:Iteration 79Q (60160.510000 sec): 3 clusters
  Score: Raw -8522033.180190 + Penalty 3656.267248 = -8518376.912942
  nChanged 12
		SP:Iteration 80F (60161.060000 sec): 3 clusters
  Score: Raw -8522034.798114 + Penalty 3656.267248 = -8518378.530866
  nChanged 13
		SP:Iteration 81Q (60161.580000 sec): 3 clusters
  Score: Raw -8522036.550165 + Penalty 3656.267248 = -8518380.282917
  nChanged 13
		SP:Iteration 82Q (60162.110000 sec): 3 clusters
  Score: Raw -8522038.131712 + Penalty 3656.267248 = -8518381.864464
  nChanged 9
		SP:Iteration 83Q (60162.640000 sec): 3 clusters
  Score: Raw -8522039.193143 + Penalty 3656.267248 = -8518382.925894
  nChanged 14
		SP:Iteration 84Q (60163.130000 sec): 3 clusters
  Score: Raw -8522040.532011 + Penalty 3656.267248 = -8518384.264763
  nChanged 6
		SP:Iteration 85Q (60163.720000 sec): 3 clusters
  Score: Raw -8522041.194399 + Penalty 3656.267248 = -8518384.927151
  nChanged 5
		SP:Iteration 86Q (60164.280000 sec): 3 clusters
  Score: Raw -8522041.996518 + Penalty 3656.267248 = -8518385.729270
  nChanged 5
		SP:Iteration 87Q (60164.870000 sec): 3 clusters
  Score: Raw -8522042.821837 + Penalty 3656.267248 = -8518386.554588
  nChanged 7
		SP:Iteration 88Q (60165.470000 sec): 3 clusters
  Score: Raw -8522043.869171 + Penalty 3656.267248 = -8518387.601923
  nChanged 8
		SP:Iteration 89Q (60166.030000 sec): 3 clusters
  Score: Raw -8522044.902592 + Penalty 3656.267248 = -8518388.635344
  nChanged 9
		SP:Iteration 90Q (60166.520000 sec): 3 clusters
  Score: Raw -8522045.831957 + Penalty 3656.267248 = -8518389.564708
  nChanged 10
		SP:Iteration 91Q (60167.010000 sec): 3 clusters
  Score: Raw -8522046.578571 + Penalty 3656.267248 = -8518390.311323
  nChanged 9
		SP:Iteration 92Q (60167.510000 sec): 3 clusters
  Score: Raw -8522047.627739 + Penalty 3656.267248 = -8518391.360491
  nChanged 8
		SP:Iteration 93Q (60168.050000 sec): 3 clusters
  Score: Raw -8522048.507433 + Penalty 3656.267248 = -8518392.240184
  nChanged 13
		SP:Iteration 94Q (60168.560000 sec): 3 clusters
  Score: Raw -8522050.395492 + Penalty 3656.267248 = -8518394.128244
  nChanged 11
		SP:Iteration 95Q (60169.040000 sec): 3 clusters
  Score: Raw -8522051.760055 + Penalty 3656.267248 = -8518395.492806
  nChanged 21
		SP:Iteration 96Q (60169.570000 sec): 3 clusters
  Score: Raw -8522054.658905 + Penalty 3656.267248 = -8518398.391657
  nChanged 21
		SP:Iteration 97Q (60170.050000 sec): 3 clusters
  Score: Raw -8522057.680614 + Penalty 3656.267248 = -8518401.413366
  nChanged 20
		SP:Iteration 98Q (60170.550000 sec): 3 clusters
  Score: Raw -8522060.347447 + Penalty 3656.267248 = -8518404.080199
  nChanged 17
		SP:Iteration 99Q (60171.100000 sec): 3 clusters
  Score: Raw -8522063.301481 + Penalty 3656.267248 = -8518407.034233
  nChanged 11
		SP:Iteration 100F (60171.710000 sec): 3 clusters
  Score: Raw -8522065.058566 + Penalty 3656.267248 = -8518408.791317
  nChanged 7
		SP:Iteration 101Q (60172.210000 sec): 3 clusters
  Score: Raw -8522065.746993 + Penalty 3656.267248 = -8518409.479745
  nChanged 4
		SP:Iteration 102Q (60172.790000 sec): 3 clusters
  Score: Raw -8522066.159791 + Penalty 3656.267248 = -8518409.892543
  nChanged 4
		SP:Iteration 103Q (60173.340000 sec): 3 clusters
  Score: Raw -8522066.692905 + Penalty 3656.267248 = -8518410.425657
  nChanged 6
		SP:Iteration 104Q (60173.870000 sec): 3 clusters
  Score: Raw -8522067.618723 + Penalty 3656.267248 = -8518411.351474
  nChanged 6
		SP:Iteration 105Q (60174.360000 sec): 3 clusters
  Score: Raw -8522068.899012 + Penalty 3656.267248 = -8518412.631764
  nChanged 10
		SP:Iteration 106Q (60174.910000 sec): 3 clusters
  Score: Raw -8522070.623897 + Penalty 3656.267248 = -8518414.356649
  nChanged 11
		SP:Iteration 107Q (60175.490000 sec): 3 clusters
  Score: Raw -8522072.154820 + Penalty 3656.267248 = -8518415.887572
  nChanged 12
		SP:Iteration 108Q (60176.060000 sec): 3 clusters
  Score: Raw -8522073.733943 + Penalty 3656.267248 = -8518417.466695
  nChanged 11
		SP:Iteration 109Q (60176.630000 sec): 3 clusters
  Score: Raw -8522075.017502 + Penalty 3656.267248 = -8518418.750254
  nChanged 12
		SP:Iteration 110Q (60177.200000 sec): 3 clusters
  Score: Raw -8522076.514191 + Penalty 3656.267248 = -8518420.246943
  nChanged 13
		SP:Iteration 111Q (60177.790000 sec): 3 clusters
  Score: Raw -8522077.988269 + Penalty 3656.267248 = -8518421.721021
  nChanged 14
		SP:Iteration 112Q (60178.360000 sec): 3 clusters
  Score: Raw -8522079.718615 + Penalty 3656.267248 = -8518423.451367
  nChanged 12
		SP:Iteration 113Q (60178.900000 sec): 3 clusters
  Score: Raw -8522080.827078 + Penalty 3656.267248 = -8518424.559830
  nChanged 12
		SP:Iteration 114Q (60179.500000 sec): 3 clusters
  Score: Raw -8522082.709358 + Penalty 3656.267248 = -8518426.442109
  nChanged 12
		SP:Iteration 115Q (60180.040000 sec): 3 clusters
  Score: Raw -8522084.433997 + Penalty 3656.267248 = -8518428.166749
  nChanged 12
		SP:Iteration 116Q (60180.550000 sec): 3 clusters
  Score: Raw -8522086.319159 + Penalty 3656.267248 = -8518430.051911
  nChanged 10
		SP:Iteration 117Q (60180.970000 sec): 3 clusters
  Score: Raw -8522087.276051 + Penalty 3656.267248 = -8518431.008803
  nChanged 8
		SP:Iteration 118Q (60181.520000 sec): 3 clusters
  Score: Raw -8522088.475275 + Penalty 3656.267248 = -8518432.208027
  nChanged 15
		SP:Iteration 119Q (60182.060000 sec): 3 clusters
  Score: Raw -8522090.541401 + Penalty 3656.267248 = -8518434.274153
  nChanged 17
		SP:Iteration 120F (60182.690000 sec): 3 clusters
  Score: Raw -8522092.990366 + Penalty 3656.267248 = -8518436.723118
  nChanged 16
		SP:Iteration 121Q (60183.190000 sec): 3 clusters
  Score: Raw -8522095.226306 + Penalty 3656.267248 = -8518438.959057
  nChanged 15
		SP:Iteration 122Q (60183.660000 sec): 3 clusters
  Score: Raw -8522097.337463 + Penalty 3656.267248 = -8518441.070215
  nChanged 14
		SP:Iteration 123Q (60184.270000 sec): 3 clusters
  Score: Raw -8522099.070418 + Penalty 3656.267248 = -8518442.803170
  nChanged 11
		SP:Iteration 124Q (60184.880000 sec): 3 clusters
  Score: Raw -8522101.925624 + Penalty 3656.267248 = -8518445.658376
  nChanged 16
		SP:Iteration 125Q (60185.430000 sec): 3 clusters
  Score: Raw -8522105.153092 + Penalty 3656.267248 = -8518448.885844
  nChanged 15
		SP:Iteration 126Q (60185.920000 sec): 3 clusters
  Score: Raw -8522108.341157 + Penalty 3656.267248 = -8518452.073909
  nChanged 17
		SP:Iteration 127Q (60186.540000 sec): 3 clusters
  Score: Raw -8522110.710990 + Penalty 3656.267248 = -8518454.443742
  nChanged 10
		SP:Iteration 128Q (60187.090000 sec): 3 clusters
  Score: Raw -8522112.105598 + Penalty 3656.267248 = -8518455.838349
  nChanged 11
		SP:Iteration 129Q (60187.670000 sec): 3 clusters
  Score: Raw -8522114.129098 + Penalty 3656.267248 = -8518457.861850
  nChanged 18
		SP:Iteration 130Q (60188.130000 sec): 3 clusters
  Score: Raw -8522117.237052 + Penalty 3656.267248 = -8518460.969803
  nChanged 14
		SP:Iteration 131Q (60188.620000 sec): 3 clusters
  Score: Raw -8522119.144812 + Penalty 3656.267248 = -8518462.877564
  nChanged 9
		SP:Iteration 132Q (60189.180000 sec): 3 clusters
  Score: Raw -8522120.882700 + Penalty 3656.267248 = -8518464.615452
  nChanged 14
		SP:Iteration 133Q (60189.680000 sec): 3 clusters
  Score: Raw -8522124.074895 + Penalty 3656.267248 = -8518467.807647
  nChanged 12
		SP:Iteration 134Q (60190.120000 sec): 3 clusters
  Score: Raw -8522126.061170 + Penalty 3656.267248 = -8518469.793922
  nChanged 14
		SP:Iteration 135Q (60190.620000 sec): 3 clusters
  Score: Raw -8522128.046554 + Penalty 3656.267248 = -8518471.779306
  nChanged 13
		SP:Iteration 136Q (60191.050000 sec): 3 clusters
  Score: Raw -8522130.087099 + Penalty 3656.267248 = -8518473.819850
  nChanged 19
		SP:Iteration 137Q (60191.480000 sec): 3 clusters
  Score: Raw -8522133.082589 + Penalty 3656.267248 = -8518476.815341
  nChanged 22
		SP:Iteration 138Q (60191.930000 sec): 3 clusters
  Score: Raw -8522136.756347 + Penalty 3656.267248 = -8518480.489099
  nChanged 16
		SP:Iteration 139Q (60192.410000 sec): 3 clusters
  Score: Raw -8522139.639341 + Penalty 3656.267248 = -8518483.372093
  nChanged 21
		SP:Iteration 140F (60192.890000 sec): 3 clusters
  Score: Raw -8522143.135410 + Penalty 3656.267248 = -8518486.868162
  nChanged 18
		SP:Iteration 141Q (60193.320000 sec): 3 clusters
  Score: Raw -8522146.958500 + Penalty 3656.267248 = -8518490.691252
  nChanged 22
		SP:Iteration 142Q (60193.780000 sec): 3 clusters
  Score: Raw -8522150.753334 + Penalty 3656.267248 = -8518494.486086
  nChanged 24
		SP:Iteration 143Q (60194.210000 sec): 3 clusters
  Score: Raw -8522156.564027 + Penalty 3656.267248 = -8518500.296778
  nChanged 26
		SP:Iteration 144Q (60194.700000 sec): 3 clusters
  Score: Raw -8522161.396888 + Penalty 3656.267248 = -8518505.129640
  nChanged 20
		SP:Iteration 145Q (60195.180000 sec): 3 clusters
  Score: Raw -8522164.283954 + Penalty 3656.267248 = -8518508.016706
  nChanged 15
		SP:Iteration 146Q (60195.670000 sec): 3 clusters
  Score: Raw -8522166.254386 + Penalty 3656.267248 = -8518509.987138
  nChanged 9
		SP:Iteration 147Q (60196.120000 sec): 3 clusters
  Score: Raw -8522168.200104 + Penalty 3656.267248 = -8518511.932855
  nChanged 12
		SP:Iteration 148Q (60196.570000 sec): 3 clusters
  Score: Raw -8522169.947053 + Penalty 3656.267248 = -8518513.679805
  nChanged 9
		SP:Iteration 149Q (60197.040000 sec): 3 clusters
  Score: Raw -8522171.414300 + Penalty 3656.267248 = -8518515.147052
  nChanged 4
		SP:Iteration 150Q (60197.540000 sec): 3 clusters
  Score: Raw -8522171.941785 + Penalty 3656.267248 = -8518515.674537
  nChanged 2
		SP:Iteration 151Q (60198.090000 sec): 3 clusters
  Score: Raw -8522172.309312 + Penalty 3656.267248 = -8518516.042064
  nChanged 2
		SP:Iteration 152Q (60198.580000 sec): 3 clusters
  Score: Raw -8522172.597597 + Penalty 3656.267248 = -8518516.330349
  nChanged 2
		SP:Iteration 153Q (60199.160000 sec): 3 clusters
  Score: Raw -8522172.930616 + Penalty 3656.267248 = -8518516.663368
  nChanged 1
		SP:Iteration 154Q (60199.730000 sec): 3 clusters
  Score: Raw -8522173.085293 + Penalty 3656.267248 = -8518516.818045
  nChanged 1
		SP:Iteration 155Q (60200.260000 sec): 3 clusters
  Score: Raw -8522173.354316 + Penalty 3656.267248 = -8518517.087068
  nChanged 1
		SP:Iteration 156Q (60200.790000 sec): 3 clusters
  Score: Raw -8522173.530360 + Penalty 3656.267248 = -8518517.263112
  nChanged 1
		SP:Iteration 157Q (60201.310000 sec): 3 clusters
  Score: Raw -8522173.619256 + Penalty 3656.267248 = -8518517.352008
  nChanged 1
		SP:Iteration 158Q (60201.850000 sec): 3 clusters
  Score: Raw -8522173.726669 + Penalty 3656.267248 = -8518517.459421
  nChanged 2
		SP:Iteration 159Q (60202.360000 sec): 3 clusters
  Score: Raw -8522174.012537 + Penalty 3656.267248 = -8518517.745289
  nChanged 4
		SP:Iteration 160F (60202.940000 sec): 3 clusters
  Score: Raw -8522174.558610 + Penalty 3656.267248 = -8518518.291361
  nChanged 3
		SP:Iteration 161Q (60203.500000 sec): 3 clusters
  Score: Raw -8522175.215025 + Penalty 3656.267248 = -8518518.947777
  nChanged 5
		SP:Iteration 162Q (60204.070000 sec): 3 clusters
  Score: Raw -8522176.195818 + Penalty 3656.267248 = -8518519.928570
  nChanged 4
		SP:Iteration 163Q (60204.620000 sec): 3 clusters
  Score: Raw -8522176.519489 + Penalty 3656.267248 = -8518520.252241
  nChanged 1
		SP:Iteration 164Q (60205.180000 sec): 3 clusters
  Score: Raw -8522176.606266 + Penalty 3656.267248 = -8518520.339018
  nChanged 0
		SP:Iteration 165F (60205.730000 sec): 3 clusters
  Score: Raw -8522176.606266 + Penalty 3656.267248 = -8518520.339018
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60205.860000 sec): 2 clusters
  Score: Raw -57892.965482 + Penalty 1016.247182 = -56876.718300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60206.030000 sec): 3 clusters
  Score: Raw -57824.060035 + Penalty 2032.494364 = -55791.565671
  nChanged 135
		SP:Iteration 1F (60206.240000 sec): 3 clusters
  Score: Raw -58067.087936 + Penalty 2032.494364 = -56034.593573
  nChanged 53
		SP:Iteration 2F (60206.380000 sec): 3 clusters
  Score: Raw -58684.593785 + Penalty 2032.494364 = -56652.099421
  nChanged 65
		SP:Iteration 3F (60206.610000 sec): 3 clusters
  Score: Raw -59219.278584 + Penalty 2032.494364 = -57186.784220
  nChanged 48
		SP:Iteration 4F (60206.790000 sec): 3 clusters
  Score: Raw -59375.981505 + Penalty 2032.494364 = -57343.487141
  nChanged 21
		SP:Iteration 5Q (60206.940000 sec): 3 clusters
  Score: Raw -59463.363888 + Penalty 2032.494364 = -57430.869524
  nChanged 6
		SP:Iteration 6Q (60207.160000 sec): 3 clusters
  Score: Raw -59506.052760 + Penalty 2032.494364 = -57473.558397
  nChanged 3
		SP:Iteration 7Q (60207.280000 sec): 3 clusters
  Score: Raw -59525.876868 + Penalty 2032.494364 = -57493.382504
  nChanged 1
		SP:Iteration 8Q (60207.470000 sec): 3 clusters
  Score: Raw -59531.021834 + Penalty 2032.494364 = -57498.527470
  nChanged 1
		SP:Iteration 9Q (60207.680000 sec): 3 clusters
  Score: Raw -59539.061293 + Penalty 2032.494364 = -57506.566929
  nChanged 1
		SP:Iteration 10Q (60207.850000 sec): 3 clusters
  Score: Raw -59544.861326 + Penalty 2032.494364 = -57512.366962
  nChanged 0
		SP:Iteration 11F (60208.010000 sec): 3 clusters
  Score: Raw -59544.861326 + Penalty 2032.494364 = -57512.366962
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Deleting Class 59 (98 points): Lose 893.235543 but Gain 2316.516361
Iteration 179Q (60300.960000 sec): 59 clusters
  Score: Raw -169108039.038045 + Penalty 134357.948948 = -168973681.089097
  nChanged 1257
Iteration 180F (60471.170000 sec): 59 clusters
  Score: Raw -169108533.997286 + Penalty 134357.948948 = -168974176.048339
  nChanged 1126
Iteration 181Q (60570.990000 sec): 59 clusters
  Score: Raw -169108913.366735 + Penalty 134357.948948 = -168974555.417787
  nChanged 1052
Iteration 182Q (60672.530000 sec): 59 clusters
  Score: Raw -169109215.573461 + Penalty 134357.948948 = -168974857.624514
  nChanged 985
Iteration 183Q (60769.010000 sec): 59 clusters
  Score: Raw -169109354.784103 + Penalty 134357.948948 = -168974996.835156
  nChanged 928
Iteration 184Q (60858.230000 sec): 59 clusters
  Score: Raw -169109430.609473 + Penalty 134357.948948 = -168975072.660525
  nChanged 925
Iteration 185Q (60949.460000 sec): 59 clusters
  Score: Raw -169109494.663692 + Penalty 134357.948948 = -168975136.714745
  nChanged 919
Iteration 186Q (61045.890000 sec): 59 clusters
  Score: Raw -169109567.354932 + Penalty 134357.948948 = -168975209.405984
  nChanged 898
Iteration 187Q (61145.170000 sec): 59 clusters
  Score: Raw -169109621.738296 + Penalty 134357.948948 = -168975263.789348
  nChanged 873
Iteration 188Q (61242.020000 sec): 59 clusters
  Score: Raw -169109661.908122 + Penalty 134357.948948 = -168975303.959174
  nChanged 843
Iteration 189Q (61341.870000 sec): 59 clusters
  Score: Raw -169109698.130774 + Penalty 134357.948948 = -168975340.181826
  nChanged 876
Iteration 190Q (61433.810000 sec): 59 clusters
  Score: Raw -169109758.919853 + Penalty 134357.948948 = -168975400.970905
  nChanged 849
Iteration 191Q (61532.270000 sec): 59 clusters
  Score: Raw -169109827.316623 + Penalty 134357.948948 = -168975469.367675
  nChanged 845
Iteration 192Q (61629.110000 sec): 59 clusters
  Score: Raw -169109881.776408 + Penalty 134357.948948 = -168975523.827460
  nChanged 806
Iteration 193Q (61716.980000 sec): 59 clusters
  Score: Raw -169109946.837593 + Penalty 134357.948948 = -168975588.888646
  nChanged 781
Iteration 194Q (61789.740000 sec): 59 clusters
  Score: Raw -169109989.211213 + Penalty 134357.948948 = -168975631.262265
  nChanged 742
Iteration 195Q (61863.370000 sec): 59 clusters
  Score: Raw -169110013.087032 + Penalty 134357.948948 = -168975655.138085
  nChanged 772
Iteration 196Q (61938.540000 sec): 59 clusters
  Score: Raw -169110035.343999 + Penalty 134357.948948 = -168975677.395051
  nChanged 762
Iteration 197Q (62018.220000 sec): 59 clusters
  Score: Raw -169110056.417145 + Penalty 134357.948948 = -168975698.468198
  nChanged 751
Iteration 198Q (62097.420000 sec): 59 clusters
  Score: Raw -169110075.998045 + Penalty 134357.948948 = -168975718.049097
  nChanged 669
Iteration 199Q (62178.840000 sec): 59 clusters
  Score: Raw -169110093.688155 + Penalty 134357.948948 = -168975735.739208
  nChanged 693
Iteration 200F (62334.350000 sec): 59 clusters
  Score: Raw -169110135.345963 + Penalty 134357.948948 = -168975777.397015
  nChanged 633
Iteration 201Q (62423.470000 sec): 59 clusters
  Score: Raw -169110196.714191 + Penalty 134357.948948 = -168975838.765244
  nChanged 603
Iteration 202Q (62505.970000 sec): 59 clusters
  Score: Raw -169110216.746148 + Penalty 134357.948948 = -168975858.797200
  nChanged 583
Iteration 203Q (62587.590000 sec): 59 clusters
  Score: Raw -169110234.540466 + Penalty 134357.948948 = -168975876.591518
  nChanged 576
Iteration 204Q (62671.590000 sec): 59 clusters
  Score: Raw -169110252.218343 + Penalty 134357.948948 = -168975894.269395
  nChanged 595
Iteration 205Q (62761.160000 sec): 59 clusters
  Score: Raw -169110269.204857 + Penalty 134357.948948 = -168975911.255909
  nChanged 596
Iteration 206Q (62850.510000 sec): 59 clusters
  Score: Raw -169110283.619611 + Penalty 134357.948948 = -168975925.670663
  nChanged 578
Iteration 207Q (62934.210000 sec): 59 clusters
  Score: Raw -169110298.862823 + Penalty 134357.948948 = -168975940.913875
  nChanged 623
Iteration 208Q (63023.210000 sec): 59 clusters
  Score: Raw -169110314.966261 + Penalty 134357.948948 = -168975957.017313
  nChanged 603
Iteration 209Q (63109.320000 sec): 59 clusters
  Score: Raw -169110329.616693 + Penalty 134357.948948 = -168975971.667745
  nChanged 579
Iteration 210Q (63194.680000 sec): 59 clusters
  Score: Raw -169110343.008546 + Penalty 134357.948948 = -168975985.059598
  nChanged 532
Iteration 211Q (63271.350000 sec): 59 clusters
  Score: Raw -169110355.335224 + Penalty 134357.948948 = -168975997.386276
  nChanged 506
Iteration 212Q (63353.690000 sec): 59 clusters
  Score: Raw -169110366.481064 + Penalty 134357.948948 = -168976008.532117
  nChanged 496
Iteration 213Q (63439.700000 sec): 59 clusters
  Score: Raw -169110378.329930 + Penalty 134357.948948 = -168976020.380982
  nChanged 491
Iteration 214Q (63537.280000 sec): 59 clusters
  Score: Raw -169110389.417674 + Penalty 134357.948948 = -168976031.468726
  nChanged 489
Iteration 215Q (63632.040000 sec): 59 clusters
  Score: Raw -169110400.947354 + Penalty 134357.948948 = -168976042.998407
  nChanged 475
Iteration 216Q (63725.920000 sec): 59 clusters
  Score: Raw -169110411.638668 + Penalty 134357.948948 = -168976053.689720
  nChanged 497
Iteration 217Q (63807.330000 sec): 59 clusters
  Score: Raw -169110422.806563 + Penalty 134357.948948 = -168976064.857615
  nChanged 492
Iteration 218Q (63900.470000 sec): 59 clusters
  Score: Raw -169110434.493714 + Penalty 134357.948948 = -168976076.544766
  nChanged 488
Writing temp clu file 
Because OldScore, -168976064.857615, is greater than current (better) Score,-168976076.544766 
 Compute initial score before splitting:   Score: Raw -169110434.493714 + Penalty 134357.948948 = -168976076.544766
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (19096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63901.100000 sec): 2 clusters
  Score: Raw -2232440.754226 + Penalty 1601.800552 = -2230838.953673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63901.410000 sec): 3 clusters
  Score: Raw -2221049.637153 + Penalty 3203.601105 = -2217846.036049
  nChanged 8647
		SP:Iteration 1F (63901.750000 sec): 3 clusters
  Score: Raw -2225578.491804 + Penalty 3203.601105 = -2222374.890699
  nChanged 943
		SP:Iteration 2Q (63902.050000 sec): 3 clusters
  Score: Raw -2225893.910413 + Penalty 3203.601105 = -2222690.309308
  nChanged 829
		SP:Iteration 3Q (63902.390000 sec): 3 clusters
  Score: Raw -2226173.543876 + Penalty 3203.601105 = -2222969.942771
  nChanged 780
		SP:Iteration 4Q (63902.650000 sec): 3 clusters
  Score: Raw -2226445.370202 + Penalty 3203.601105 = -2223241.769097
  nChanged 743
		SP:Iteration 5Q (63902.990000 sec): 3 clusters
  Score: Raw -2226738.821181 + Penalty 3203.601105 = -2223535.220077
  nChanged 772
		SP:Iteration 6Q (63903.260000 sec): 3 clusters
  Score: Raw -2227090.692030 + Penalty 3203.601105 = -2223887.090926
  nChanged 821
		SP:Iteration 7Q (63903.550000 sec): 3 clusters
  Score: Raw -2227501.044563 + Penalty 3203.601105 = -2224297.443458
  nChanged 865
		SP:Iteration 8Q (63903.890000 sec): 3 clusters
  Score: Raw -2227960.937017 + Penalty 3203.601105 = -2224757.335913
  nChanged 886
		SP:Iteration 9Q (63904.200000 sec): 3 clusters
  Score: Raw -2228494.752044 + Penalty 3203.601105 = -2225291.150940
  nChanged 904
		SP:Iteration 10Q (63904.460000 sec): 3 clusters
  Score: Raw -2229050.074698 + Penalty 3203.601105 = -2225846.473593
  nChanged 830
		SP:Iteration 11Q (63904.750000 sec): 3 clusters
  Score: Raw -2229601.561319 + Penalty 3203.601105 = -2226397.960214
  nChanged 836
		SP:Iteration 12Q (63905.090000 sec): 3 clusters
  Score: Raw -2230135.968245 + Penalty 3203.601105 = -2226932.367141
  nChanged 789
		SP:Iteration 13Q (63905.390000 sec): 3 clusters
  Score: Raw -2230684.080782 + Penalty 3203.601105 = -2227480.479678
  nChanged 758
		SP:Iteration 14Q (63905.720000 sec): 3 clusters
  Score: Raw -2231229.463373 + Penalty 3203.601105 = -2228025.862268
  nChanged 721
		SP:Iteration 15Q (63906.070000 sec): 3 clusters
  Score: Raw -2231711.522115 + Penalty 3203.601105 = -2228507.921011
  nChanged 632
		SP:Iteration 16Q (63906.380000 sec): 3 clusters
  Score: Raw -2232108.997353 + Penalty 3203.601105 = -2228905.396249
  nChanged 532
		SP:Iteration 17Q (63906.690000 sec): 3 clusters
  Score: Raw -2232423.015033 + Penalty 3203.601105 = -2229219.413928
  nChanged 429
		SP:Iteration 18Q (63907.020000 sec): 3 clusters
  Score: Raw -2232640.780272 + Penalty 3203.601105 = -2229437.179168
  nChanged 343
		SP:Iteration 19Q (63907.270000 sec): 3 clusters
  Score: Raw -2232796.817303 + Penalty 3203.601105 = -2229593.216198
  nChanged 282
		SP:Iteration 20F (63907.570000 sec): 3 clusters
  Score: Raw -2232908.991922 + Penalty 3203.601105 = -2229705.390817
  nChanged 205
		SP:Iteration 21Q (63907.840000 sec): 3 clusters
  Score: Raw -2232983.190988 + Penalty 3203.601105 = -2229779.589884
  nChanged 189
		SP:Iteration 22Q (63908.110000 sec): 3 clusters
  Score: Raw -2233049.314037 + Penalty 3203.601105 = -2229845.712932
  nChanged 146
		SP:Iteration 23Q (63908.390000 sec): 3 clusters
  Score: Raw -2233101.190173 + Penalty 3203.601105 = -2229897.589068
  nChanged 143
		SP:Iteration 24Q (63908.760000 sec): 3 clusters
  Score: Raw -2233151.010579 + Penalty 3203.601105 = -2229947.409474
  nChanged 129
		SP:Iteration 25Q (63909.040000 sec): 3 clusters
  Score: Raw -2233195.177952 + Penalty 3203.601105 = -2229991.576847
  nChanged 109
		SP:Iteration 26Q (63909.330000 sec): 3 clusters
  Score: Raw -2233233.524866 + Penalty 3203.601105 = -2230029.923761
  nChanged 95
		SP:Iteration 27Q (63909.610000 sec): 3 clusters
  Score: Raw -2233263.460116 + Penalty 3203.601105 = -2230059.859011
  nChanged 73
		SP:Iteration 28Q (63909.940000 sec): 3 clusters
  Score: Raw -2233286.052840 + Penalty 3203.601105 = -2230082.451736
  nChanged 74
		SP:Iteration 29Q (63910.200000 sec): 3 clusters
  Score: Raw -2233309.543918 + Penalty 3203.601105 = -2230105.942814
  nChanged 69
		SP:Iteration 30Q (63910.460000 sec): 3 clusters
  Score: Raw -2233327.857992 + Penalty 3203.601105 = -2230124.256887
  nChanged 58
		SP:Iteration 31Q (63910.800000 sec): 3 clusters
  Score: Raw -2233342.713995 + Penalty 3203.601105 = -2230139.112890
  nChanged 43
		SP:Iteration 32Q (63911.140000 sec): 3 clusters
  Score: Raw -2233352.662521 + Penalty 3203.601105 = -2230149.061416
  nChanged 25
		SP:Iteration 33Q (63911.520000 sec): 3 clusters
  Score: Raw -2233358.295838 + Penalty 3203.601105 = -2230154.694733
  nChanged 28
		SP:Iteration 34Q (63911.840000 sec): 3 clusters
  Score: Raw -2233363.813500 + Penalty 3203.601105 = -2230160.212396
  nChanged 25
		SP:Iteration 35Q (63912.130000 sec): 3 clusters
  Score: Raw -2233368.743827 + Penalty 3203.601105 = -2230165.142722
  nChanged 19
		SP:Iteration 36Q (63912.390000 sec): 3 clusters
  Score: Raw -2233372.547813 + Penalty 3203.601105 = -2230168.946708
  nChanged 13
		SP:Iteration 37Q (63912.690000 sec): 3 clusters
  Score: Raw -2233374.603694 + Penalty 3203.601105 = -2230171.002590
  nChanged 10
		SP:Iteration 38Q (63913.040000 sec): 3 clusters
  Score: Raw -2233376.630722 + Penalty 3203.601105 = -2230173.029618
  nChanged 15
		SP:Iteration 39Q (63913.250000 sec): 3 clusters
  Score: Raw -2233379.471382 + Penalty 3203.601105 = -2230175.870278
  nChanged 13
		SP:Iteration 40F (63913.570000 sec): 3 clusters
  Score: Raw -2233381.894298 + Penalty 3203.601105 = -2230178.293193
  nChanged 7
		SP:Iteration 41Q (63913.810000 sec): 3 clusters
  Score: Raw -2233383.163758 + Penalty 3203.601105 = -2230179.562653
  nChanged 9
		SP:Iteration 42Q (63914.120000 sec): 3 clusters
  Score: Raw -2233384.810482 + Penalty 3203.601105 = -2230181.209378
  nChanged 9
		SP:Iteration 43Q (63914.400000 sec): 3 clusters
  Score: Raw -2233386.794505 + Penalty 3203.601105 = -2230183.193401
  nChanged 8
		SP:Iteration 44Q (63914.700000 sec): 3 clusters
  Score: Raw -2233388.393095 + Penalty 3203.601105 = -2230184.791990
  nChanged 12
		SP:Iteration 45Q (63914.980000 sec): 3 clusters
  Score: Raw -2233391.158473 + Penalty 3203.601105 = -2230187.557368
  nChanged 18
		SP:Iteration 46Q (63915.400000 sec): 3 clusters
  Score: Raw -2233395.339486 + Penalty 3203.601105 = -2230191.738382
  nChanged 16
		SP:Iteration 47Q (63915.650000 sec): 3 clusters
  Score: Raw -2233398.028432 + Penalty 3203.601105 = -2230194.427328
  nChanged 5
		SP:Iteration 48Q (63915.920000 sec): 3 clusters
  Score: Raw -2233398.811733 + Penalty 3203.601105 = -2230195.210628
  nChanged 5
		SP:Iteration 49Q (63916.150000 sec): 3 clusters
  Score: Raw -2233399.726137 + Penalty 3203.601105 = -2230196.125032
  nChanged 8
		SP:Iteration 50Q (63916.440000 sec): 3 clusters
  Score: Raw -2233401.238028 + Penalty 3203.601105 = -2230197.636923
  nChanged 4
		SP:Iteration 51Q (63916.700000 sec): 3 clusters
  Score: Raw -2233402.026241 + Penalty 3203.601105 = -2230198.425136
  nChanged 5
		SP:Iteration 52Q (63916.950000 sec): 3 clusters
  Score: Raw -2233402.863478 + Penalty 3203.601105 = -2230199.262374
  nChanged 3
		SP:Iteration 53Q (63917.280000 sec): 3 clusters
  Score: Raw -2233403.429763 + Penalty 3203.601105 = -2230199.828658
  nChanged 3
		SP:Iteration 54Q (63917.600000 sec): 3 clusters
  Score: Raw -2233403.928132 + Penalty 3203.601105 = -2230200.327027
  nChanged 4
		SP:Iteration 55Q (63917.880000 sec): 3 clusters
  Score: Raw -2233404.830443 + Penalty 3203.601105 = -2230201.229339
  nChanged 5
		SP:Iteration 56Q (63918.260000 sec): 3 clusters
  Score: Raw -2233405.584953 + Penalty 3203.601105 = -2230201.983848
  nChanged 2
		SP:Iteration 57Q (63918.540000 sec): 3 clusters
  Score: Raw -2233405.810686 + Penalty 3203.601105 = -2230202.209581
  nChanged 1
		SP:Iteration 58Q (63918.920000 sec): 3 clusters
  Score: Raw -2233405.913514 + Penalty 3203.601105 = -2230202.312410
  nChanged 0
		SP:Iteration 59F (63919.190000 sec): 3 clusters
  Score: Raw -2233405.913514 + Penalty 3203.601105 = -2230202.312410
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63919.280000 sec): 2 clusters
  Score: Raw -49070.174357 + Penalty 1013.091743 = -48057.082614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63919.500000 sec): 3 clusters
  Score: Raw -49067.731171 + Penalty 2026.183486 = -47041.547685
  nChanged 145
		SP:Iteration 1F (63919.670000 sec): 3 clusters
  Score: Raw -49409.600872 + Penalty 2026.183486 = -47383.417386
  nChanged 65
		SP:Iteration 2F (63919.880000 sec): 3 clusters
  Score: Raw -49736.864019 + Penalty 2026.183486 = -47710.680533
  nChanged 39
		SP:Iteration 3F (63920.070000 sec): 3 clusters
  Score: Raw -49938.628671 + Penalty 2026.183486 = -47912.445186
  nChanged 22
		SP:Iteration 4Q (63920.250000 sec): 3 clusters
  Score: Raw -50111.953854 + Penalty 2026.183486 = -48085.770368
  nChanged 9
		SP:Iteration 5Q (63920.460000 sec): 3 clusters
  Score: Raw -50147.207319 + Penalty 2026.183486 = -48121.023833
  nChanged 3
		SP:Iteration 6Q (63920.680000 sec): 3 clusters
  Score: Raw -50152.487015 + Penalty 2026.183486 = -48126.303529
  nChanged 2
		SP:Iteration 7Q (63920.880000 sec): 3 clusters
  Score: Raw -50163.692001 + Penalty 2026.183486 = -48137.508515
  nChanged 3
		SP:Iteration 8Q (63921.060000 sec): 3 clusters
  Score: Raw -50171.207663 + Penalty 2026.183486 = -48145.024177
  nChanged 3
		SP:Iteration 9Q (63921.240000 sec): 3 clusters
  Score: Raw -50180.520028 + Penalty 2026.183486 = -48154.336542
  nChanged 2
		SP:Iteration 10Q (63921.420000 sec): 3 clusters
  Score: Raw -50183.704336 + Penalty 2026.183486 = -48157.520851
  nChanged 1
		SP:Iteration 11Q (63921.660000 sec): 3 clusters
  Score: Raw -50185.628271 + Penalty 2026.183486 = -48159.444785
  nChanged 2
		SP:Iteration 12Q (63921.820000 sec): 3 clusters
  Score: Raw -50189.686887 + Penalty 2026.183486 = -48163.503402
  nChanged 0
		SP:Iteration 13F (63921.980000 sec): 3 clusters
  Score: Raw -50190.458115 + Penalty 2026.183486 = -48164.274629
  nChanged 1
		SP:Iteration 14Q (63922.130000 sec): 3 clusters
  Score: Raw -50194.841130 + Penalty 2026.183486 = -48168.657644
  nChanged 0
		SP:Iteration 15F (63922.360000 sec): 3 clusters
  Score: Raw -50194.841130 + Penalty 2026.183486 = -48168.657644
  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 11.42 GB.

 Trying to split cluster 3 (14616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63922.520000 sec): 2 clusters
  Score: Raw -1658396.073570 + Penalty 1558.354216 = -1656837.719354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63922.860000 sec): 3 clusters
  Score: Raw -1649767.705133 + Penalty 3116.708432 = -1646650.996701
  nChanged 6506
		SP:Iteration 1F (63923.080000 sec): 3 clusters
  Score: Raw -1653427.010702 + Penalty 3116.708432 = -1650310.302270
  nChanged 898
		SP:Iteration 2F (63923.330000 sec): 3 clusters
  Score: Raw -1653892.687043 + Penalty 3116.708432 = -1650775.978611
  nChanged 852
		SP:Iteration 3F (63923.600000 sec): 3 clusters
  Score: Raw -1654357.721986 + Penalty 3116.708432 = -1651241.013554
  nChanged 862
		SP:Iteration 4F (63923.820000 sec): 3 clusters
  Score: Raw -1654900.021128 + Penalty 3116.708432 = -1651783.312696
  nChanged 904
		SP:Iteration 5F (63924.090000 sec): 3 clusters
  Score: Raw -1655552.614301 + Penalty 3116.708432 = -1652435.905869
  nChanged 913
		SP:Iteration 6F (63924.330000 sec): 3 clusters
  Score: Raw -1656283.976629 + Penalty 3116.708432 = -1653167.268197
  nChanged 800
		SP:Iteration 7F (63924.580000 sec): 3 clusters
  Score: Raw -1656955.701850 + Penalty 3116.708432 = -1653838.993419
  nChanged 652
		SP:Iteration 8Q (63924.800000 sec): 3 clusters
  Score: Raw -1657530.792551 + Penalty 3116.708432 = -1654414.084120
  nChanged 458
		SP:Iteration 9Q (63925.040000 sec): 3 clusters
  Score: Raw -1657936.868383 + Penalty 3116.708432 = -1654820.159951
  nChanged 312
		SP:Iteration 10Q (63925.320000 sec): 3 clusters
  Score: Raw -1658224.830988 + Penalty 3116.708432 = -1655108.122556
  nChanged 199
		SP:Iteration 11Q (63925.520000 sec): 3 clusters
  Score: Raw -1658388.642841 + Penalty 3116.708432 = -1655271.934409
  nChanged 103
		SP:Iteration 12Q (63925.780000 sec): 3 clusters
  Score: Raw -1658478.671243 + Penalty 3116.708432 = -1655361.962811
  nChanged 72
		SP:Iteration 13Q (63926.000000 sec): 3 clusters
  Score: Raw -1658535.132240 + Penalty 3116.708432 = -1655418.423808
  nChanged 46
		SP:Iteration 14Q (63926.270000 sec): 3 clusters
  Score: Raw -1658573.128630 + Penalty 3116.708432 = -1655456.420199
  nChanged 34
		SP:Iteration 15Q (63926.500000 sec): 3 clusters
  Score: Raw -1658604.880441 + Penalty 3116.708432 = -1655488.172009
  nChanged 39
		SP:Iteration 16Q (63926.760000 sec): 3 clusters
  Score: Raw -1658638.589868 + Penalty 3116.708432 = -1655521.881436
  nChanged 23
		SP:Iteration 17Q (63926.920000 sec): 3 clusters
  Score: Raw -1658654.084981 + Penalty 3116.708432 = -1655537.376549
  nChanged 14
		SP:Iteration 18Q (63927.200000 sec): 3 clusters
  Score: Raw -1658663.378766 + Penalty 3116.708432 = -1655546.670334
  nChanged 10
		SP:Iteration 19Q (63927.440000 sec): 3 clusters
  Score: Raw -1658671.084517 + Penalty 3116.708432 = -1655554.376085
  nChanged 8
		SP:Iteration 20F (63927.740000 sec): 3 clusters
  Score: Raw -1658675.172599 + Penalty 3116.708432 = -1655558.464167
  nChanged 4
		SP:Iteration 21Q (63927.940000 sec): 3 clusters
  Score: Raw -1658677.576646 + Penalty 3116.708432 = -1655560.868214
  nChanged 3
		SP:Iteration 22Q (63928.180000 sec): 3 clusters
  Score: Raw -1658678.929800 + Penalty 3116.708432 = -1655562.221369
  nChanged 2
		SP:Iteration 23Q (63928.420000 sec): 3 clusters
  Score: Raw -1658679.779328 + Penalty 3116.708432 = -1655563.070896
  nChanged 3
		SP:Iteration 24Q (63928.660000 sec): 3 clusters
  Score: Raw -1658681.356047 + Penalty 3116.708432 = -1655564.647615
  nChanged 3
		SP:Iteration 25Q (63928.970000 sec): 3 clusters
  Score: Raw -1658683.524440 + Penalty 3116.708432 = -1655566.816008
  nChanged 1
		SP:Iteration 26Q (63929.210000 sec): 3 clusters
  Score: Raw -1658683.878679 + Penalty 3116.708432 = -1655567.170247
  nChanged 0
		SP:Iteration 27F (63929.490000 sec): 3 clusters
  Score: Raw -1658683.878679 + Penalty 3116.708432 = -1655567.170247
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (14666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63929.630000 sec): 2 clusters
  Score: Raw -1791817.578797 + Penalty 1558.909165 = -1790258.669632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63929.880000 sec): 3 clusters
  Score: Raw -1783216.004594 + Penalty 3117.818330 = -1780098.186265
  nChanged 6493
		SP:Iteration 1F (63930.100000 sec): 3 clusters
  Score: Raw -1786572.093738 + Penalty 3117.818330 = -1783454.275408
  nChanged 728
		SP:Iteration 2Q (63930.350000 sec): 3 clusters
  Score: Raw -1786819.176093 + Penalty 3117.818330 = -1783701.357763
  nChanged 668
		SP:Iteration 3Q (63930.630000 sec): 3 clusters
  Score: Raw -1787071.209885 + Penalty 3117.818330 = -1783953.391556
  nChanged 619
		SP:Iteration 4Q (63930.920000 sec): 3 clusters
  Score: Raw -1787296.564555 + Penalty 3117.818330 = -1784178.746225
  nChanged 593
		SP:Iteration 5Q (63931.180000 sec): 3 clusters
  Score: Raw -1787523.296580 + Penalty 3117.818330 = -1784405.478250
  nChanged 585
		SP:Iteration 6Q (63931.480000 sec): 3 clusters
  Score: Raw -1787753.577597 + Penalty 3117.818330 = -1784635.759267
  nChanged 565
		SP:Iteration 7Q (63931.750000 sec): 3 clusters
  Score: Raw -1787996.093910 + Penalty 3117.818330 = -1784878.275580
  nChanged 613
		SP:Iteration 8Q (63932.050000 sec): 3 clusters
  Score: Raw -1788281.526924 + Penalty 3117.818330 = -1785163.708594
  nChanged 597
		SP:Iteration 9Q (63932.370000 sec): 3 clusters
  Score: Raw -1788583.445202 + Penalty 3117.818330 = -1785465.626872
  nChanged 598
		SP:Iteration 10Q (63932.630000 sec): 3 clusters
  Score: Raw -1788899.568458 + Penalty 3117.818330 = -1785781.750128
  nChanged 583
		SP:Iteration 11Q (63932.850000 sec): 3 clusters
  Score: Raw -1789253.373353 + Penalty 3117.818330 = -1786135.555023
  nChanged 592
		SP:Iteration 12Q (63933.140000 sec): 3 clusters
  Score: Raw -1789628.113797 + Penalty 3117.818330 = -1786510.295467
  nChanged 562
		SP:Iteration 13Q (63933.410000 sec): 3 clusters
  Score: Raw -1790013.154261 + Penalty 3117.818330 = -1786895.335931
  nChanged 537
		SP:Iteration 14Q (63933.700000 sec): 3 clusters
  Score: Raw -1790354.112806 + Penalty 3117.818330 = -1787236.294476
  nChanged 445
		SP:Iteration 15Q (63933.960000 sec): 3 clusters
  Score: Raw -1790583.318555 + Penalty 3117.818330 = -1787465.500225
  nChanged 312
		SP:Iteration 16Q (63934.250000 sec): 3 clusters
  Score: Raw -1790718.393052 + Penalty 3117.818330 = -1787600.574722
  nChanged 263
		SP:Iteration 17Q (63934.580000 sec): 3 clusters
  Score: Raw -1790818.192575 + Penalty 3117.818330 = -1787700.374245
  nChanged 201
		SP:Iteration 18Q (63934.840000 sec): 3 clusters
  Score: Raw -1790895.888372 + Penalty 3117.818330 = -1787778.070042
  nChanged 188
		SP:Iteration 19Q (63935.080000 sec): 3 clusters
  Score: Raw -1790965.552538 + Penalty 3117.818330 = -1787847.734208
  nChanged 163
		SP:Iteration 20F (63935.310000 sec): 3 clusters
  Score: Raw -1791031.126254 + Penalty 3117.818330 = -1787913.307925
  nChanged 153
		SP:Iteration 21Q (63935.570000 sec): 3 clusters
  Score: Raw -1791084.140647 + Penalty 3117.818330 = -1787966.322317
  nChanged 125
		SP:Iteration 22Q (63935.840000 sec): 3 clusters
  Score: Raw -1791127.014084 + Penalty 3117.818330 = -1788009.195754
  nChanged 124
		SP:Iteration 23Q (63936.140000 sec): 3 clusters
  Score: Raw -1791167.103666 + Penalty 3117.818330 = -1788049.285337
  nChanged 113
		SP:Iteration 24Q (63936.370000 sec): 3 clusters
  Score: Raw -1791196.666390 + Penalty 3117.818330 = -1788078.848060
  nChanged 93
		SP:Iteration 25Q (63936.650000 sec): 3 clusters
  Score: Raw -1791223.293979 + Penalty 3117.818330 = -1788105.475649
  nChanged 92
		SP:Iteration 26Q (63936.950000 sec): 3 clusters
  Score: Raw -1791251.954646 + Penalty 3117.818330 = -1788134.136316
  nChanged 87
		SP:Iteration 27Q (63937.220000 sec): 3 clusters
  Score: Raw -1791282.425524 + Penalty 3117.818330 = -1788164.607195
  nChanged 83
		SP:Iteration 28Q (63937.490000 sec): 3 clusters
  Score: Raw -1791307.960353 + Penalty 3117.818330 = -1788190.142023
  nChanged 84
		SP:Iteration 29Q (63937.790000 sec): 3 clusters
  Score: Raw -1791337.572632 + Penalty 3117.818330 = -1788219.754303
  nChanged 84
		SP:Iteration 30Q (63938.080000 sec): 3 clusters
  Score: Raw -1791368.234773 + Penalty 3117.818330 = -1788250.416443
  nChanged 81
		SP:Iteration 31Q (63938.400000 sec): 3 clusters
  Score: Raw -1791398.222798 + Penalty 3117.818330 = -1788280.404469
  nChanged 62
		SP:Iteration 32Q (63938.660000 sec): 3 clusters
  Score: Raw -1791418.157851 + Penalty 3117.818330 = -1788300.339521
  nChanged 58
		SP:Iteration 33Q (63938.870000 sec): 3 clusters
  Score: Raw -1791441.201556 + Penalty 3117.818330 = -1788323.383227
  nChanged 73
		SP:Iteration 34Q (63939.110000 sec): 3 clusters
  Score: Raw -1791473.837755 + Penalty 3117.818330 = -1788356.019425
  nChanged 79
		SP:Iteration 35Q (63939.400000 sec): 3 clusters
  Score: Raw -1791506.378587 + Penalty 3117.818330 = -1788388.560257
  nChanged 70
		SP:Iteration 36Q (63939.610000 sec): 3 clusters
  Score: Raw -1791537.558982 + Penalty 3117.818330 = -1788419.740652
  nChanged 76
		SP:Iteration 37Q (63939.850000 sec): 3 clusters
  Score: Raw -1791568.185136 + Penalty 3117.818330 = -1788450.366806
  nChanged 58
		SP:Iteration 38Q (63940.060000 sec): 3 clusters
  Score: Raw -1791594.038417 + Penalty 3117.818330 = -1788476.220088
  nChanged 61
		SP:Iteration 39Q (63940.270000 sec): 3 clusters
  Score: Raw -1791623.455037 + Penalty 3117.818330 = -1788505.636707
  nChanged 60
		SP:Iteration 40F (63940.530000 sec): 3 clusters
  Score: Raw -1791648.933979 + Penalty 3117.818330 = -1788531.115649
  nChanged 49
		SP:Iteration 41Q (63940.760000 sec): 3 clusters
  Score: Raw -1791674.116170 + Penalty 3117.818330 = -1788556.297840
  nChanged 56
		SP:Iteration 42Q (63941.010000 sec): 3 clusters
  Score: Raw -1791698.173321 + Penalty 3117.818330 = -1788580.354991
  nChanged 45
		SP:Iteration 43Q (63941.240000 sec): 3 clusters
  Score: Raw -1791715.840891 + Penalty 3117.818330 = -1788598.022561
  nChanged 40
		SP:Iteration 44Q (63941.520000 sec): 3 clusters
  Score: Raw -1791731.918586 + Penalty 3117.818330 = -1788614.100257
  nChanged 40
		SP:Iteration 45Q (63941.730000 sec): 3 clusters
  Score: Raw -1791747.941222 + Penalty 3117.818330 = -1788630.122892
  nChanged 37
		SP:Iteration 46Q (63941.980000 sec): 3 clusters
  Score: Raw -1791762.543394 + Penalty 3117.818330 = -1788644.725064
  nChanged 28
		SP:Iteration 47Q (63942.220000 sec): 3 clusters
  Score: Raw -1791775.655729 + Penalty 3117.818330 = -1788657.837399
  nChanged 26
		SP:Iteration 48Q (63942.490000 sec): 3 clusters
  Score: Raw -1791787.517545 + Penalty 3117.818330 = -1788669.699215
  nChanged 32
		SP:Iteration 49Q (63942.770000 sec): 3 clusters
  Score: Raw -1791802.018073 + Penalty 3117.818330 = -1788684.199743
  nChanged 33
		SP:Iteration 50Q (63943.010000 sec): 3 clusters
  Score: Raw -1791815.850642 + Penalty 3117.818330 = -1788698.032312
  nChanged 29
		SP:Iteration 51Q (63943.300000 sec): 3 clusters
  Score: Raw -1791828.834032 + Penalty 3117.818330 = -1788711.015702
  nChanged 35
		SP:Iteration 52Q (63943.520000 sec): 3 clusters
  Score: Raw -1791845.924658 + Penalty 3117.818330 = -1788728.106329
  nChanged 25
		SP:Iteration 53Q (63943.790000 sec): 3 clusters
  Score: Raw -1791857.586886 + Penalty 3117.818330 = -1788739.768556
  nChanged 26
		SP:Iteration 54Q (63944.060000 sec): 3 clusters
  Score: Raw -1791866.843590 + Penalty 3117.818330 = -1788749.025260
  nChanged 14
		SP:Iteration 55Q (63944.340000 sec): 3 clusters
  Score: Raw -1791872.396265 + Penalty 3117.818330 = -1788754.577935
  nChanged 18
		SP:Iteration 56Q (63944.610000 sec): 3 clusters
  Score: Raw -1791879.815687 + Penalty 3117.818330 = -1788761.997358
  nChanged 19
		SP:Iteration 57Q (63944.890000 sec): 3 clusters
  Score: Raw -1791887.227663 + Penalty 3117.818330 = -1788769.409334
  nChanged 16
		SP:Iteration 58Q (63945.160000 sec): 3 clusters
  Score: Raw -1791895.318235 + Penalty 3117.818330 = -1788777.499906
  nChanged 11
		SP:Iteration 59Q (63945.490000 sec): 3 clusters
  Score: Raw -1791902.216241 + Penalty 3117.818330 = -1788784.397912
  nChanged 15
		SP:Iteration 60F (63945.730000 sec): 3 clusters
  Score: Raw -1791908.834024 + Penalty 3117.818330 = -1788791.015694
  nChanged 15
		SP:Iteration 61Q (63945.980000 sec): 3 clusters
  Score: Raw -1791916.479595 + Penalty 3117.818330 = -1788798.661265
  nChanged 13
		SP:Iteration 62Q (63946.190000 sec): 3 clusters
  Score: Raw -1791921.969804 + Penalty 3117.818330 = -1788804.151474
  nChanged 13
		SP:Iteration 63Q (63946.480000 sec): 3 clusters
  Score: Raw -1791929.977608 + Penalty 3117.818330 = -1788812.159278
  nChanged 16
		SP:Iteration 64Q (63946.730000 sec): 3 clusters
  Score: Raw -1791938.157319 + Penalty 3117.818330 = -1788820.338989
  nChanged 13
		SP:Iteration 65Q (63946.920000 sec): 3 clusters
  Score: Raw -1791945.123498 + Penalty 3117.818330 = -1788827.305168
  nChanged 12
		SP:Iteration 66Q (63947.150000 sec): 3 clusters
  Score: Raw -1791952.563808 + Penalty 3117.818330 = -1788834.745478
  nChanged 20
		SP:Iteration 67Q (63947.420000 sec): 3 clusters
  Score: Raw -1791964.733444 + Penalty 3117.818330 = -1788846.915114
  nChanged 23
		SP:Iteration 68Q (63947.670000 sec): 3 clusters
  Score: Raw -1791978.050711 + Penalty 3117.818330 = -1788860.232382
  nChanged 20
		SP:Iteration 69Q (63947.880000 sec): 3 clusters
  Score: Raw -1791986.336391 + Penalty 3117.818330 = -1788868.518061
  nChanged 14
		SP:Iteration 70Q (63948.140000 sec): 3 clusters
  Score: Raw -1791995.236132 + Penalty 3117.818330 = -1788877.417803
  nChanged 15
		SP:Iteration 71Q (63948.390000 sec): 3 clusters
  Score: Raw -1792004.948002 + Penalty 3117.818330 = -1788887.129672
  nChanged 14
		SP:Iteration 72Q (63948.610000 sec): 3 clusters
  Score: Raw -1792016.664402 + Penalty 3117.818330 = -1788898.846073
  nChanged 13
		SP:Iteration 73Q (63948.810000 sec): 3 clusters
  Score: Raw -1792024.920392 + Penalty 3117.818330 = -1788907.102062
  nChanged 8
		SP:Iteration 74Q (63949.070000 sec): 3 clusters
  Score: Raw -1792030.154632 + Penalty 3117.818330 = -1788912.336302
  nChanged 8
		SP:Iteration 75Q (63949.280000 sec): 3 clusters
  Score: Raw -1792037.023053 + Penalty 3117.818330 = -1788919.204724
  nChanged 9
		SP:Iteration 76Q (63949.490000 sec): 3 clusters
  Score: Raw -1792043.121390 + Penalty 3117.818330 = -1788925.303060
  nChanged 5
		SP:Iteration 77Q (63949.730000 sec): 3 clusters
  Score: Raw -1792047.217331 + Penalty 3117.818330 = -1788929.399001
  nChanged 5
		SP:Iteration 78Q (63949.940000 sec): 3 clusters
  Score: Raw -1792051.402654 + Penalty 3117.818330 = -1788933.584324
  nChanged 1
		SP:Iteration 79Q (63950.210000 sec): 3 clusters
  Score: Raw -1792052.094945 + Penalty 3117.818330 = -1788934.276615
  nChanged 0
		SP:Iteration 80F (63950.520000 sec): 3 clusters
  Score: Raw -1792052.094945 + Penalty 3117.818330 = -1788934.276615
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (22581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63950.730000 sec): 2 clusters
  Score: Raw -2519908.095904 + Penalty 1629.040420 = -2518279.055484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63950.990000 sec): 3 clusters
  Score: Raw -2506161.755809 + Penalty 3258.080840 = -2502903.674969
  nChanged 10351
		SP:Iteration 1F (63951.310000 sec): 3 clusters
  Score: Raw -2511911.041916 + Penalty 3258.080840 = -2508652.961075
  nChanged 1204
		SP:Iteration 2F (63951.690000 sec): 3 clusters
  Score: Raw -2512421.843108 + Penalty 3258.080840 = -2509163.762268
  nChanged 1212
		SP:Iteration 3F (63952.020000 sec): 3 clusters
  Score: Raw -2512985.013370 + Penalty 3258.080840 = -2509726.932529
  nChanged 1215
		SP:Iteration 4F (63952.340000 sec): 3 clusters
  Score: Raw -2513618.351930 + Penalty 3258.080840 = -2510360.271090
  nChanged 1236
		SP:Iteration 5F (63952.700000 sec): 3 clusters
  Score: Raw -2514344.554058 + Penalty 3258.080840 = -2511086.473218
  nChanged 1234
		SP:Iteration 6F (63953.010000 sec): 3 clusters
  Score: Raw -2515126.515427 + Penalty 3258.080840 = -2511868.434587
  nChanged 1223
		SP:Iteration 7F (63953.340000 sec): 3 clusters
  Score: Raw -2515967.031778 + Penalty 3258.080840 = -2512708.950938
  nChanged 1136
		SP:Iteration 8F (63953.670000 sec): 3 clusters
  Score: Raw -2516704.756110 + Penalty 3258.080840 = -2513446.675269
  nChanged 997
		SP:Iteration 9Q (63953.960000 sec): 3 clusters
  Score: Raw -2517250.421028 + Penalty 3258.080840 = -2513992.340188
  nChanged 745
		SP:Iteration 10Q (63954.270000 sec): 3 clusters
  Score: Raw -2517605.810152 + Penalty 3258.080840 = -2514347.729312
  nChanged 539
		SP:Iteration 11Q (63954.630000 sec): 3 clusters
  Score: Raw -2517816.770149 + Penalty 3258.080840 = -2514558.689309
  nChanged 424
		SP:Iteration 12Q (63954.910000 sec): 3 clusters
  Score: Raw -2517968.024991 + Penalty 3258.080840 = -2514709.944151
  nChanged 372
		SP:Iteration 13Q (63955.230000 sec): 3 clusters
  Score: Raw -2518087.673260 + Penalty 3258.080840 = -2514829.592420
  nChanged 311
		SP:Iteration 14Q (63955.550000 sec): 3 clusters
  Score: Raw -2518194.568472 + Penalty 3258.080840 = -2514936.487631
  nChanged 304
		SP:Iteration 15Q (63955.870000 sec): 3 clusters
  Score: Raw -2518298.047939 + Penalty 3258.080840 = -2515039.967099
  nChanged 294
		SP:Iteration 16Q (63956.180000 sec): 3 clusters
  Score: Raw -2518411.613989 + Penalty 3258.080840 = -2515153.533149
  nChanged 302
		SP:Iteration 17Q (63956.540000 sec): 3 clusters
  Score: Raw -2518547.797588 + Penalty 3258.080840 = -2515289.716747
  nChanged 323
		SP:Iteration 18Q (63956.830000 sec): 3 clusters
  Score: Raw -2518686.847749 + Penalty 3258.080840 = -2515428.766908
  nChanged 307
		SP:Iteration 19Q (63957.160000 sec): 3 clusters
  Score: Raw -2518822.664934 + Penalty 3258.080840 = -2515564.584093
  nChanged 291
		SP:Iteration 20F (63957.490000 sec): 3 clusters
  Score: Raw -2518937.362013 + Penalty 3258.080840 = -2515679.281173
  nChanged 257
		SP:Iteration 21Q (63957.760000 sec): 3 clusters
  Score: Raw -2519041.213137 + Penalty 3258.080840 = -2515783.132297
  nChanged 242
		SP:Iteration 22Q (63958.090000 sec): 3 clusters
  Score: Raw -2519131.363081 + Penalty 3258.080840 = -2515873.282241
  nChanged 211
		SP:Iteration 23Q (63958.410000 sec): 3 clusters
  Score: Raw -2519207.528301 + Penalty 3258.080840 = -2515949.447460
  nChanged 190
		SP:Iteration 24Q (63958.700000 sec): 3 clusters
  Score: Raw -2519265.557656 + Penalty 3258.080840 = -2516007.476816
  nChanged 157
		SP:Iteration 25Q (63959.000000 sec): 3 clusters
  Score: Raw -2519305.877954 + Penalty 3258.080840 = -2516047.797114
  nChanged 143
		SP:Iteration 26Q (63959.280000 sec): 3 clusters
  Score: Raw -2519341.550280 + Penalty 3258.080840 = -2516083.469440
  nChanged 143
		SP:Iteration 27Q (63959.520000 sec): 3 clusters
  Score: Raw -2519373.713660 + Penalty 3258.080840 = -2516115.632820
  nChanged 114
		SP:Iteration 28Q (63959.820000 sec): 3 clusters
  Score: Raw -2519396.275921 + Penalty 3258.080840 = -2516138.195081
  nChanged 104
		SP:Iteration 29Q (63960.140000 sec): 3 clusters
  Score: Raw -2519419.877942 + Penalty 3258.080840 = -2516161.797102
  nChanged 97
		SP:Iteration 30Q (63960.470000 sec): 3 clusters
  Score: Raw -2519442.309685 + Penalty 3258.080840 = -2516184.228845
  nChanged 103
		SP:Iteration 31Q (63960.770000 sec): 3 clusters
  Score: Raw -2519464.130617 + Penalty 3258.080840 = -2516206.049777
  nChanged 101
		SP:Iteration 32Q (63961.060000 sec): 3 clusters
  Score: Raw -2519481.958283 + Penalty 3258.080840 = -2516223.877443
  nChanged 99
		SP:Iteration 33Q (63961.320000 sec): 3 clusters
  Score: Raw -2519500.150049 + Penalty 3258.080840 = -2516242.069209
  nChanged 85
		SP:Iteration 34Q (63961.580000 sec): 3 clusters
  Score: Raw -2519515.218958 + Penalty 3258.080840 = -2516257.138118
  nChanged 81
		SP:Iteration 35Q (63961.870000 sec): 3 clusters
  Score: Raw -2519528.706302 + Penalty 3258.080840 = -2516270.625461
  nChanged 68
		SP:Iteration 36Q (63962.180000 sec): 3 clusters
  Score: Raw -2519539.216461 + Penalty 3258.080840 = -2516281.135621
  nChanged 57
		SP:Iteration 37Q (63962.460000 sec): 3 clusters
  Score: Raw -2519547.626209 + Penalty 3258.080840 = -2516289.545368
  nChanged 65
		SP:Iteration 38Q (63962.800000 sec): 3 clusters
  Score: Raw -2519557.689308 + Penalty 3258.080840 = -2516299.608468
  nChanged 61
		SP:Iteration 39Q (63963.100000 sec): 3 clusters
  Score: Raw -2519566.706142 + Penalty 3258.080840 = -2516308.625302
  nChanged 50
		SP:Iteration 40F (63963.390000 sec): 3 clusters
  Score: Raw -2519572.837464 + Penalty 3258.080840 = -2516314.756624
  nChanged 40
		SP:Iteration 41Q (63963.660000 sec): 3 clusters
  Score: Raw -2519577.213145 + Penalty 3258.080840 = -2516319.132305
  nChanged 39
		SP:Iteration 42Q (63963.960000 sec): 3 clusters
  Score: Raw -2519582.214331 + Penalty 3258.080840 = -2516324.133490
  nChanged 42
		SP:Iteration 43Q (63964.350000 sec): 3 clusters
  Score: Raw -2519586.873680 + Penalty 3258.080840 = -2516328.792840
  nChanged 39
		SP:Iteration 44Q (63964.600000 sec): 3 clusters
  Score: Raw -2519591.568726 + Penalty 3258.080840 = -2516333.487886
  nChanged 44
		SP:Iteration 45Q (63964.910000 sec): 3 clusters
  Score: Raw -2519596.831683 + Penalty 3258.080840 = -2516338.750843
  nChanged 41
		SP:Iteration 46Q (63965.230000 sec): 3 clusters
  Score: Raw -2519602.349356 + Penalty 3258.080840 = -2516344.268515
  nChanged 27
		SP:Iteration 47Q (63965.560000 sec): 3 clusters
  Score: Raw -2519605.955368 + Penalty 3258.080840 = -2516347.874527
  nChanged 36
		SP:Iteration 48Q (63965.870000 sec): 3 clusters
  Score: Raw -2519610.571864 + Penalty 3258.080840 = -2516352.491023
  nChanged 40
		SP:Iteration 49Q (63966.190000 sec): 3 clusters
  Score: Raw -2519615.882348 + Penalty 3258.080840 = -2516357.801508
  nChanged 37
		SP:Iteration 50Q (63966.480000 sec): 3 clusters
  Score: Raw -2519619.506771 + Penalty 3258.080840 = -2516361.425931
  nChanged 36
		SP:Iteration 51Q (63966.860000 sec): 3 clusters
  Score: Raw -2519623.288732 + Penalty 3258.080840 = -2516365.207892
  nChanged 31
		SP:Iteration 52Q (63967.140000 sec): 3 clusters
  Score: Raw -2519626.481454 + Penalty 3258.080840 = -2516368.400614
  nChanged 44
		SP:Iteration 53Q (63967.500000 sec): 3 clusters
  Score: Raw -2519631.155981 + Penalty 3258.080840 = -2516373.075141
  nChanged 26
		SP:Iteration 54Q (63967.810000 sec): 3 clusters
  Score: Raw -2519634.029311 + Penalty 3258.080840 = -2516375.948471
  nChanged 24
		SP:Iteration 55Q (63968.160000 sec): 3 clusters
  Score: Raw -2519636.892124 + Penalty 3258.080840 = -2516378.811284
  nChanged 28
		SP:Iteration 56Q (63968.480000 sec): 3 clusters
  Score: Raw -2519640.314854 + Penalty 3258.080840 = -2516382.234014
  nChanged 27
		SP:Iteration 57Q (63968.800000 sec): 3 clusters
  Score: Raw -2519643.734939 + Penalty 3258.080840 = -2516385.654099
  nChanged 25
		SP:Iteration 58Q (63969.100000 sec): 3 clusters
  Score: Raw -2519647.600936 + Penalty 3258.080840 = -2516389.520095
  nChanged 41
		SP:Iteration 59Q (63969.380000 sec): 3 clusters
  Score: Raw -2519653.769953 + Penalty 3258.080840 = -2516395.689113
  nChanged 43
		SP:Iteration 60F (63969.700000 sec): 3 clusters
  Score: Raw -2519659.645361 + Penalty 3258.080840 = -2516401.564520
  nChanged 39
		SP:Iteration 61Q (63970.000000 sec): 3 clusters
  Score: Raw -2519664.368011 + Penalty 3258.080840 = -2516406.287171
  nChanged 34
		SP:Iteration 62Q (63970.320000 sec): 3 clusters
  Score: Raw -2519668.011592 + Penalty 3258.080840 = -2516409.930752
  nChanged 23
		SP:Iteration 63Q (63970.630000 sec): 3 clusters
  Score: Raw -2519671.140760 + Penalty 3258.080840 = -2516413.059920
  nChanged 31
		SP:Iteration 64Q (63970.950000 sec): 3 clusters
  Score: Raw -2519675.910530 + Penalty 3258.080840 = -2516417.829690
  nChanged 35
		SP:Iteration 65Q (63971.260000 sec): 3 clusters
  Score: Raw -2519680.921506 + Penalty 3258.080840 = -2516422.840666
  nChanged 36
		SP:Iteration 66Q (63971.660000 sec): 3 clusters
  Score: Raw -2519686.159914 + Penalty 3258.080840 = -2516428.079073
  nChanged 33
		SP:Iteration 67Q (63971.980000 sec): 3 clusters
  Score: Raw -2519690.612788 + Penalty 3258.080840 = -2516432.531948
  nChanged 35
		SP:Iteration 68Q (63972.270000 sec): 3 clusters
  Score: Raw -2519695.561620 + Penalty 3258.080840 = -2516437.480779
  nChanged 32
		SP:Iteration 69Q (63972.590000 sec): 3 clusters
  Score: Raw -2519698.732894 + Penalty 3258.080840 = -2516440.652054
  nChanged 28
		SP:Iteration 70Q (63972.900000 sec): 3 clusters
  Score: Raw -2519701.788092 + Penalty 3258.080840 = -2516443.707252
  nChanged 32
		SP:Iteration 71Q (63973.230000 sec): 3 clusters
  Score: Raw -2519705.494916 + Penalty 3258.080840 = -2516447.414076
  nChanged 25
		SP:Iteration 72Q (63973.550000 sec): 3 clusters
  Score: Raw -2519708.321126 + Penalty 3258.080840 = -2516450.240285
  nChanged 19
		SP:Iteration 73Q (63973.860000 sec): 3 clusters
  Score: Raw -2519711.090028 + Penalty 3258.080840 = -2516453.009187
  nChanged 24
		SP:Iteration 74Q (63974.160000 sec): 3 clusters
  Score: Raw -2519713.858569 + Penalty 3258.080840 = -2516455.777729
  nChanged 17
		SP:Iteration 75Q (63974.460000 sec): 3 clusters
  Score: Raw -2519715.784444 + Penalty 3258.080840 = -2516457.703603
  nChanged 19
		SP:Iteration 76Q (63974.740000 sec): 3 clusters
  Score: Raw -2519718.345437 + Penalty 3258.080840 = -2516460.264596
  nChanged 24
		SP:Iteration 77Q (63975.060000 sec): 3 clusters
  Score: Raw -2519720.503610 + Penalty 3258.080840 = -2516462.422770
  nChanged 18
		SP:Iteration 78Q (63975.330000 sec): 3 clusters
  Score: Raw -2519722.179190 + Penalty 3258.080840 = -2516464.098350
  nChanged 18
		SP:Iteration 79Q (63975.610000 sec): 3 clusters
  Score: Raw -2519723.824169 + Penalty 3258.080840 = -2516465.743328
  nChanged 14
		SP:Iteration 80F (63975.900000 sec): 3 clusters
  Score: Raw -2519725.708640 + Penalty 3258.080840 = -2516467.627800
  nChanged 22
		SP:Iteration 81Q (63976.220000 sec): 3 clusters
  Score: Raw -2519728.431323 + Penalty 3258.080840 = -2516470.350483
  nChanged 20
		SP:Iteration 82Q (63976.550000 sec): 3 clusters
  Score: Raw -2519731.456331 + Penalty 3258.080840 = -2516473.375490
  nChanged 26
		SP:Iteration 83Q (63976.830000 sec): 3 clusters
  Score: Raw -2519735.058509 + Penalty 3258.080840 = -2516476.977669
  nChanged 29
		SP:Iteration 84Q (63977.200000 sec): 3 clusters
  Score: Raw -2519739.364539 + Penalty 3258.080840 = -2516481.283699
  nChanged 29
		SP:Iteration 85Q (63977.540000 sec): 3 clusters
  Score: Raw -2519743.584587 + Penalty 3258.080840 = -2516485.503747
  nChanged 22
		SP:Iteration 86Q (63977.850000 sec): 3 clusters
  Score: Raw -2519746.528567 + Penalty 3258.080840 = -2516488.447726
  nChanged 18
		SP:Iteration 87Q (63978.160000 sec): 3 clusters
  Score: Raw -2519749.305319 + Penalty 3258.080840 = -2516491.224479
  nChanged 16
		SP:Iteration 88Q (63978.460000 sec): 3 clusters
  Score: Raw -2519752.021164 + Penalty 3258.080840 = -2516493.940324
  nChanged 27
		SP:Iteration 89Q (63978.790000 sec): 3 clusters
  Score: Raw -2519755.662538 + Penalty 3258.080840 = -2516497.581698
  nChanged 37
		SP:Iteration 90Q (63979.070000 sec): 3 clusters
  Score: Raw -2519760.919497 + Penalty 3258.080840 = -2516502.838657
  nChanged 37
		SP:Iteration 91Q (63979.420000 sec): 3 clusters
  Score: Raw -2519766.805935 + Penalty 3258.080840 = -2516508.725095
  nChanged 34
		SP:Iteration 92Q (63979.710000 sec): 3 clusters
  Score: Raw -2519772.491478 + Penalty 3258.080840 = -2516514.410637
  nChanged 41
		SP:Iteration 93Q (63979.960000 sec): 3 clusters
  Score: Raw -2519779.187626 + Penalty 3258.080840 = -2516521.106786
  nChanged 55
		SP:Iteration 94Q (63980.230000 sec): 3 clusters
  Score: Raw -2519790.249120 + Penalty 3258.080840 = -2516532.168280
  nChanged 58
		SP:Iteration 95Q (63980.500000 sec): 3 clusters
  Score: Raw -2519802.204478 + Penalty 3258.080840 = -2516544.123637
  nChanged 52
		SP:Iteration 96Q (63980.810000 sec): 3 clusters
  Score: Raw -2519811.835437 + Penalty 3258.080840 = -2516553.754597
  nChanged 51
		SP:Iteration 97Q (63981.150000 sec): 3 clusters
  Score: Raw -2519821.191981 + Penalty 3258.080840 = -2516563.111141
  nChanged 49
		SP:Iteration 98Q (63981.450000 sec): 3 clusters
  Score: Raw -2519828.914657 + Penalty 3258.080840 = -2516570.833817
  nChanged 42
		SP:Iteration 99Q (63981.760000 sec): 3 clusters
  Score: Raw -2519834.582211 + Penalty 3258.080840 = -2516576.501371
  nChanged 36
		SP:Iteration 100F (63982.100000 sec): 3 clusters
  Score: Raw -2519839.338989 + Penalty 3258.080840 = -2516581.258149
  nChanged 36
		SP:Iteration 101Q (63982.370000 sec): 3 clusters
  Score: Raw -2519845.351261 + Penalty 3258.080840 = -2516587.270421
  nChanged 40
		SP:Iteration 102Q (63982.690000 sec): 3 clusters
  Score: Raw -2519851.899096 + Penalty 3258.080840 = -2516593.818256
  nChanged 31
		SP:Iteration 103Q (63983.060000 sec): 3 clusters
  Score: Raw -2519856.917625 + Penalty 3258.080840 = -2516598.836785
  nChanged 29
		SP:Iteration 104Q (63983.350000 sec): 3 clusters
  Score: Raw -2519861.356299 + Penalty 3258.080840 = -2516603.275459
  nChanged 33
		SP:Iteration 105Q (63983.620000 sec): 3 clusters
  Score: Raw -2519866.196179 + Penalty 3258.080840 = -2516608.115338
  nChanged 34
		SP:Iteration 106Q (63983.910000 sec): 3 clusters
  Score: Raw -2519871.278793 + Penalty 3258.080840 = -2516613.197953
  nChanged 33
		SP:Iteration 107Q (63984.210000 sec): 3 clusters
  Score: Raw -2519876.778161 + Penalty 3258.080840 = -2516618.697321
  nChanged 40
		SP:Iteration 108Q (63984.450000 sec): 3 clusters
  Score: Raw -2519883.078367 + Penalty 3258.080840 = -2516624.997526
  nChanged 37
		SP:Iteration 109Q (63984.810000 sec): 3 clusters
  Score: Raw -2519889.143332 + Penalty 3258.080840 = -2516631.062492
  nChanged 35
		SP:Iteration 110Q (63985.120000 sec): 3 clusters
  Score: Raw -2519894.107452 + Penalty 3258.080840 = -2516636.026611
  nChanged 36
		SP:Iteration 111Q (63985.410000 sec): 3 clusters
  Score: Raw -2519899.704949 + Penalty 3258.080840 = -2516641.624109
  nChanged 33
		SP:Iteration 112Q (63985.680000 sec): 3 clusters
  Score: Raw -2519904.559537 + Penalty 3258.080840 = -2516646.478697
  nChanged 38
		SP:Iteration 113Q (63985.970000 sec): 3 clusters
  Score: Raw -2519910.793548 + Penalty 3258.080840 = -2516652.712707
  nChanged 43
		SP:Iteration 114Q (63986.330000 sec): 3 clusters
  Score: Raw -2519917.367901 + Penalty 3258.080840 = -2516659.287061
  nChanged 41
		SP:Iteration 115Q (63986.640000 sec): 3 clusters
  Score: Raw -2519924.795200 + Penalty 3258.080840 = -2516666.714360
  nChanged 32
		SP:Iteration 116Q (63987.020000 sec): 3 clusters
  Score: Raw -2519929.296062 + Penalty 3258.080840 = -2516671.215222
  nChanged 33
		SP:Iteration 117Q (63987.320000 sec): 3 clusters
  Score: Raw -2519934.446707 + Penalty 3258.080840 = -2516676.365867
  nChanged 30
		SP:Iteration 118Q (63987.650000 sec): 3 clusters
  Score: Raw -2519939.978818 + Penalty 3258.080840 = -2516681.897977
  nChanged 34
		SP:Iteration 119Q (63987.960000 sec): 3 clusters
  Score: Raw -2519946.506310 + Penalty 3258.080840 = -2516688.425470
  nChanged 47
		SP:Iteration 120F (63988.210000 sec): 3 clusters
  Score: Raw -2519957.863544 + Penalty 3258.080840 = -2516699.782704
  nChanged 40
		SP:Iteration 121Q (63988.540000 sec): 3 clusters
  Score: Raw -2519966.460422 + Penalty 3258.080840 = -2516708.379582
  nChanged 35
		SP:Iteration 122Q (63988.850000 sec): 3 clusters
  Score: Raw -2519976.274549 + Penalty 3258.080840 = -2516718.193709
  nChanged 50
		SP:Iteration 123Q (63989.170000 sec): 3 clusters
  Score: Raw -2519989.349673 + Penalty 3258.080840 = -2516731.268833
  nChanged 54
		SP:Iteration 124Q (63989.450000 sec): 3 clusters
  Score: Raw -2520000.471949 + Penalty 3258.080840 = -2516742.391109
  nChanged 52
		SP:Iteration 125Q (63989.770000 sec): 3 clusters
  Score: Raw -2520012.182473 + Penalty 3258.080840 = -2516754.101632
  nChanged 57
		SP:Iteration 126Q (63990.070000 sec): 3 clusters
  Score: Raw -2520023.238708 + Penalty 3258.080840 = -2516765.157868
  nChanged 46
		SP:Iteration 127Q (63990.410000 sec): 3 clusters
  Score: Raw -2520031.959643 + Penalty 3258.080840 = -2516773.878803
  nChanged 39
		SP:Iteration 128Q (63990.670000 sec): 3 clusters
  Score: Raw -2520038.573467 + Penalty 3258.080840 = -2516780.492627
  nChanged 36
		SP:Iteration 129Q (63991.010000 sec): 3 clusters
  Score: Raw -2520045.678680 + Penalty 3258.080840 = -2516787.597840
  nChanged 35
		SP:Iteration 130Q (63991.290000 sec): 3 clusters
  Score: Raw -2520051.660925 + Penalty 3258.080840 = -2516793.580085
  nChanged 31
		SP:Iteration 131Q (63991.530000 sec): 3 clusters
  Score: Raw -2520057.956660 + Penalty 3258.080840 = -2516799.875820
  nChanged 24
		SP:Iteration 132Q (63991.820000 sec): 3 clusters
  Score: Raw -2520062.242113 + Penalty 3258.080840 = -2516804.161273
  nChanged 20
		SP:Iteration 133Q (63992.090000 sec): 3 clusters
  Score: Raw -2520066.849623 + Penalty 3258.080840 = -2516808.768783
  nChanged 26
		SP:Iteration 134Q (63992.410000 sec): 3 clusters
  Score: Raw -2520072.159418 + Penalty 3258.080840 = -2516814.078578
  nChanged 26
		SP:Iteration 135Q (63992.710000 sec): 3 clusters
  Score: Raw -2520077.516526 + Penalty 3258.080840 = -2516819.435686
  nChanged 28
		SP:Iteration 136Q (63992.960000 sec): 3 clusters
  Score: Raw -2520084.136819 + Penalty 3258.080840 = -2516826.055979
  nChanged 38
		SP:Iteration 137Q (63993.280000 sec): 3 clusters
  Score: Raw -2520093.365595 + Penalty 3258.080840 = -2516835.284755
  nChanged 38
		SP:Iteration 138Q (63993.640000 sec): 3 clusters
  Score: Raw -2520102.651127 + Penalty 3258.080840 = -2516844.570287
  nChanged 41
		SP:Iteration 139Q (63993.920000 sec): 3 clusters
  Score: Raw -2520113.466616 + Penalty 3258.080840 = -2516855.385776
  nChanged 48
		SP:Iteration 140F (63994.230000 sec): 3 clusters
  Score: Raw -2520129.117927 + Penalty 3258.080840 = -2516871.037087
  nChanged 47
		SP:Iteration 141Q (63994.540000 sec): 3 clusters
  Score: Raw -2520144.513902 + Penalty 3258.080840 = -2516886.433062
  nChanged 52
		SP:Iteration 142Q (63994.820000 sec): 3 clusters
  Score: Raw -2520159.009027 + Penalty 3258.080840 = -2516900.928187
  nChanged 50
		SP:Iteration 143Q (63995.150000 sec): 3 clusters
  Score: Raw -2520171.551929 + Penalty 3258.080840 = -2516913.471089
  nChanged 50
		SP:Iteration 144Q (63995.450000 sec): 3 clusters
  Score: Raw -2520186.368837 + Penalty 3258.080840 = -2516928.287997
  nChanged 36
		SP:Iteration 145Q (63995.750000 sec): 3 clusters
  Score: Raw -2520197.113364 + Penalty 3258.080840 = -2516939.032524
  nChanged 36
		SP:Iteration 146Q (63996.040000 sec): 3 clusters
  Score: Raw -2520207.849379 + Penalty 3258.080840 = -2516949.768539
  nChanged 37
		SP:Iteration 147Q (63996.290000 sec): 3 clusters
  Score: Raw -2520219.322033 + Penalty 3258.080840 = -2516961.241192
  nChanged 40
		SP:Iteration 148Q (63996.570000 sec): 3 clusters
  Score: Raw -2520233.188383 + Penalty 3258.080840 = -2516975.107543
  nChanged 41
		SP:Iteration 149Q (63996.860000 sec): 3 clusters
  Score: Raw -2520250.025526 + Penalty 3258.080840 = -2516991.944686
  nChanged 41
		SP:Iteration 150Q (63997.230000 sec): 3 clusters
  Score: Raw -2520264.372518 + Penalty 3258.080840 = -2517006.291678
  nChanged 34
		SP:Iteration 151Q (63997.580000 sec): 3 clusters
  Score: Raw -2520275.046303 + Penalty 3258.080840 = -2517016.965463
  nChanged 33
		SP:Iteration 152Q (63997.850000 sec): 3 clusters
  Score: Raw -2520284.767338 + Penalty 3258.080840 = -2517026.686498
  nChanged 32
		SP:Iteration 153Q (63998.160000 sec): 3 clusters
  Score: Raw -2520295.356961 + Penalty 3258.080840 = -2517037.276121
  nChanged 26
		SP:Iteration 154Q (63998.450000 sec): 3 clusters
  Score: Raw -2520303.361602 + Penalty 3258.080840 = -2517045.280762
  nChanged 29
		SP:Iteration 155Q (63998.790000 sec): 3 clusters
  Score: Raw -2520312.870096 + Penalty 3258.080840 = -2517054.789256
  nChanged 28
		SP:Iteration 156Q (63999.170000 sec): 3 clusters
  Score: Raw -2520322.915361 + Penalty 3258.080840 = -2517064.834521
  nChanged 22
		SP:Iteration 157Q (63999.480000 sec): 3 clusters
  Score: Raw -2520329.671593 + Penalty 3258.080840 = -2517071.590752
  nChanged 20
		SP:Iteration 158Q (63999.810000 sec): 3 clusters
  Score: Raw -2520335.160300 + Penalty 3258.080840 = -2517077.079460
  nChanged 17
		SP:Iteration 159Q (64000.120000 sec): 3 clusters
  Score: Raw -2520339.584362 + Penalty 3258.080840 = -2517081.503522
  nChanged 12
		SP:Iteration 160F (64000.400000 sec): 3 clusters
  Score: Raw -2520342.831868 + Penalty 3258.080840 = -2517084.751027
  nChanged 7
		SP:Iteration 161Q (64000.740000 sec): 3 clusters
  Score: Raw -2520346.732971 + Penalty 3258.080840 = -2517088.652131
  nChanged 16
		SP:Iteration 162Q (64001.010000 sec): 3 clusters
  Score: Raw -2520352.373258 + Penalty 3258.080840 = -2517094.292418
  nChanged 18
		SP:Iteration 163Q (64001.310000 sec): 3 clusters
  Score: Raw -2520358.142759 + Penalty 3258.080840 = -2517100.061919
  nChanged 17
		SP:Iteration 164Q (64001.610000 sec): 3 clusters
  Score: Raw -2520363.082127 + Penalty 3258.080840 = -2517105.001287
  nChanged 14
		SP:Iteration 165Q (64001.930000 sec): 3 clusters
  Score: Raw -2520366.903970 + Penalty 3258.080840 = -2517108.823129
  nChanged 13
		SP:Iteration 166Q (64002.230000 sec): 3 clusters
  Score: Raw -2520371.016762 + Penalty 3258.080840 = -2517112.935921
  nChanged 17
		SP:Iteration 167Q (64002.460000 sec): 3 clusters
  Score: Raw -2520375.270153 + Penalty 3258.080840 = -2517117.189312
  nChanged 7
		SP:Iteration 168Q (64002.740000 sec): 3 clusters
  Score: Raw -2520378.459754 + Penalty 3258.080840 = -2517120.378914
  nChanged 12
		SP:Iteration 169Q (64003.050000 sec): 3 clusters
  Score: Raw -2520382.312078 + Penalty 3258.080840 = -2517124.231238
  nChanged 10
		SP:Iteration 170Q (64003.280000 sec): 3 clusters
  Score: Raw -2520384.717487 + Penalty 3258.080840 = -2517126.636647
  nChanged 6
		SP:Iteration 171Q (64003.540000 sec): 3 clusters
  Score: Raw -2520386.792218 + Penalty 3258.080840 = -2517128.711377
  nChanged 8
		SP:Iteration 172Q (64003.790000 sec): 3 clusters
  Score: Raw -2520389.058472 + Penalty 3258.080840 = -2517130.977632
  nChanged 12
		SP:Iteration 173Q (64004.040000 sec): 3 clusters
  Score: Raw -2520392.260732 + Penalty 3258.080840 = -2517134.179892
  nChanged 9
		SP:Iteration 174Q (64004.490000 sec): 3 clusters
  Score: Raw -2520394.746785 + Penalty 3258.080840 = -2517136.665944
  nChanged 6
		SP:Iteration 175Q (64004.820000 sec): 3 clusters
  Score: Raw -2520395.766293 + Penalty 3258.080840 = -2517137.685453
  nChanged 5
		SP:Iteration 176Q (64005.150000 sec): 3 clusters
  Score: Raw -2520397.110115 + Penalty 3258.080840 = -2517139.029275
  nChanged 3
		SP:Iteration 177Q (64005.390000 sec): 3 clusters
  Score: Raw -2520398.034753 + Penalty 3258.080840 = -2517139.953912
  nChanged 3
		SP:Iteration 178Q (64005.670000 sec): 3 clusters
  Score: Raw -2520398.994413 + Penalty 3258.080840 = -2517140.913573
  nChanged 1
		SP:Iteration 179Q (64005.960000 sec): 3 clusters
  Score: Raw -2520399.212688 + Penalty 3258.080840 = -2517141.131848
  nChanged 1
		SP:Iteration 180F (64006.230000 sec): 3 clusters
  Score: Raw -2520399.336835 + Penalty 3258.080840 = -2517141.255995
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (32423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64006.520000 sec): 2 clusters
  Score: Raw -3849281.130006 + Penalty 1687.826291 = -3847593.303716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64006.870000 sec): 3 clusters
  Score: Raw -3829188.082615 + Penalty 3375.652581 = -3825812.430034
  nChanged 14963
		SP:Iteration 1F (64007.210000 sec): 3 clusters
  Score: Raw -3837401.630359 + Penalty 3375.652581 = -3834025.977778
  nChanged 1448
		SP:Iteration 2Q (64007.650000 sec): 3 clusters
  Score: Raw -3837854.589192 + Penalty 3375.652581 = -3834478.936611
  nChanged 1360
		SP:Iteration 3Q (64008.070000 sec): 3 clusters
  Score: Raw -3838290.088878 + Penalty 3375.652581 = -3834914.436297
  nChanged 1336
		SP:Iteration 4Q (64008.430000 sec): 3 clusters
  Score: Raw -3838726.891788 + Penalty 3375.652581 = -3835351.239207
  nChanged 1299
		SP:Iteration 5Q (64008.800000 sec): 3 clusters
  Score: Raw -3839195.508552 + Penalty 3375.652581 = -3835819.855971
  nChanged 1346
		SP:Iteration 6Q (64009.160000 sec): 3 clusters
  Score: Raw -3839739.855713 + Penalty 3375.652581 = -3836364.203132
  nChanged 1445
		SP:Iteration 7Q (64009.500000 sec): 3 clusters
  Score: Raw -3840441.607886 + Penalty 3375.652581 = -3837065.955305
  nChanged 1725
		SP:Iteration 8F (64009.910000 sec): 3 clusters
  Score: Raw -3841390.404325 + Penalty 3375.652581 = -3838014.751744
  nChanged 2022
		SP:Iteration 9F (64010.240000 sec): 3 clusters
  Score: Raw -3842762.583863 + Penalty 3375.652581 = -3839386.931282
  nChanged 2226
		SP:Iteration 10F (64010.590000 sec): 3 clusters
  Score: Raw -3844506.459381 + Penalty 3375.652581 = -3841130.806799
  nChanged 2034
		SP:Iteration 11F (64010.940000 sec): 3 clusters
  Score: Raw -3846231.958695 + Penalty 3375.652581 = -3842856.306114
  nChanged 1585
		SP:Iteration 12Q (64011.280000 sec): 3 clusters
  Score: Raw -3847656.230703 + Penalty 3375.652581 = -3844280.578122
  nChanged 949
		SP:Iteration 13Q (64011.610000 sec): 3 clusters
  Score: Raw -3848517.310256 + Penalty 3375.652581 = -3845141.657675
  nChanged 512
		SP:Iteration 14Q (64011.970000 sec): 3 clusters
  Score: Raw -3848970.538054 + Penalty 3375.652581 = -3845594.885473
  nChanged 267
		SP:Iteration 15Q (64012.340000 sec): 3 clusters
  Score: Raw -3849190.218982 + Penalty 3375.652581 = -3845814.566401
  nChanged 131
		SP:Iteration 16Q (64012.640000 sec): 3 clusters
  Score: Raw -3849302.490406 + Penalty 3375.652581 = -3845926.837825
  nChanged 89
		SP:Iteration 17Q (64013.030000 sec): 3 clusters
  Score: Raw -3849388.203077 + Penalty 3375.652581 = -3846012.550496
  nChanged 66
		SP:Iteration 18Q (64013.390000 sec): 3 clusters
  Score: Raw -3849455.494676 + Penalty 3375.652581 = -3846079.842094
  nChanged 46
		SP:Iteration 19Q (64013.750000 sec): 3 clusters
  Score: Raw -3849499.633485 + Penalty 3375.652581 = -3846123.980904
  nChanged 28
		SP:Iteration 20F (64014.110000 sec): 3 clusters
  Score: Raw -3849528.275590 + Penalty 3375.652581 = -3846152.623009
  nChanged 21
		SP:Iteration 21Q (64014.530000 sec): 3 clusters
  Score: Raw -3849544.752407 + Penalty 3375.652581 = -3846169.099826
  nChanged 14
		SP:Iteration 22Q (64014.810000 sec): 3 clusters
  Score: Raw -3849559.667267 + Penalty 3375.652581 = -3846184.014686
  nChanged 12
		SP:Iteration 23Q (64015.130000 sec): 3 clusters
  Score: Raw -3849569.954913 + Penalty 3375.652581 = -3846194.302332
  nChanged 10
		SP:Iteration 24Q (64015.410000 sec): 3 clusters
  Score: Raw -3849577.112452 + Penalty 3375.652581 = -3846201.459871
  nChanged 6
		SP:Iteration 25Q (64015.740000 sec): 3 clusters
  Score: Raw -3849581.276177 + Penalty 3375.652581 = -3846205.623596
  nChanged 3
		SP:Iteration 26Q (64016.010000 sec): 3 clusters
  Score: Raw -3849583.387042 + Penalty 3375.652581 = -3846207.734461
  nChanged 3
		SP:Iteration 27Q (64016.360000 sec): 3 clusters
  Score: Raw -3849586.637100 + Penalty 3375.652581 = -3846210.984518
  nChanged 2
		SP:Iteration 28Q (64016.650000 sec): 3 clusters
  Score: Raw -3849588.059940 + Penalty 3375.652581 = -3846212.407359
  nChanged 0
		SP:Iteration 29F (64017.090000 sec): 3 clusters
  Score: Raw -3849588.059940 + Penalty 3375.652581 = -3846212.407359
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (59329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64017.440000 sec): 2 clusters
  Score: Raw -7291516.072864 + Penalty 1786.013694 = -7289730.059169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64018.010000 sec): 3 clusters
  Score: Raw -7253609.800314 + Penalty 3572.027389 = -7250037.772925
  nChanged 27972
		SP:Iteration 1F (64018.550000 sec): 3 clusters
  Score: Raw -7269867.305520 + Penalty 3572.027389 = -7266295.278131
  nChanged 2520
		SP:Iteration 2Q (64019.010000 sec): 3 clusters
  Score: Raw -7270757.918155 + Penalty 3572.027389 = -7267185.890766
  nChanged 2679
		SP:Iteration 3Q (64019.510000 sec): 3 clusters
  Score: Raw -7271805.102239 + Penalty 3572.027389 = -7268233.074850
  nChanged 2821
		SP:Iteration 4Q (64020.010000 sec): 3 clusters
  Score: Raw -7273059.564251 + Penalty 3572.027389 = -7269487.536862
  nChanged 2938
		SP:Iteration 5Q (64020.490000 sec): 3 clusters
  Score: Raw -7274438.701383 + Penalty 3572.027389 = -7270866.673994
  nChanged 3027
		SP:Iteration 6F (64020.910000 sec): 3 clusters
  Score: Raw -7276043.005882 + Penalty 3572.027389 = -7272470.978494
  nChanged 3170
		SP:Iteration 7F (64021.430000 sec): 3 clusters
  Score: Raw -7277917.652998 + Penalty 3572.027389 = -7274345.625609
  nChanged 3223
		SP:Iteration 8F (64021.900000 sec): 3 clusters
  Score: Raw -7279926.963984 + Penalty 3572.027389 = -7276354.936595
  nChanged 3036
		SP:Iteration 9F (64022.360000 sec): 3 clusters
  Score: Raw -7281790.917405 + Penalty 3572.027389 = -7278218.890016
  nChanged 2580
		SP:Iteration 10Q (64022.850000 sec): 3 clusters
  Score: Raw -7283041.754231 + Penalty 3572.027389 = -7279469.726843
  nChanged 1869
		SP:Iteration 11Q (64023.330000 sec): 3 clusters
  Score: Raw -7283687.049075 + Penalty 3572.027389 = -7280115.021687
  nChanged 1183
		SP:Iteration 12Q (64023.760000 sec): 3 clusters
  Score: Raw -7283985.067940 + Penalty 3572.027389 = -7280413.040551
  nChanged 830
		SP:Iteration 13Q (64024.210000 sec): 3 clusters
  Score: Raw -7284181.309355 + Penalty 3572.027389 = -7280609.281966
  nChanged 738
		SP:Iteration 14Q (64024.710000 sec): 3 clusters
  Score: Raw -7284351.173879 + Penalty 3572.027389 = -7280779.146491
  nChanged 674
		SP:Iteration 15Q (64025.250000 sec): 3 clusters
  Score: Raw -7284503.092629 + Penalty 3572.027389 = -7280931.065240
  nChanged 647
		SP:Iteration 16Q (64025.750000 sec): 3 clusters
  Score: Raw -7284660.113435 + Penalty 3572.027389 = -7281088.086046
  nChanged 709
		SP:Iteration 17Q (64026.250000 sec): 3 clusters
  Score: Raw -7284845.938006 + Penalty 3572.027389 = -7281273.910618
  nChanged 758
		SP:Iteration 18Q (64026.750000 sec): 3 clusters
  Score: Raw -7285043.436522 + Penalty 3572.027389 = -7281471.409133
  nChanged 745
		SP:Iteration 19Q (64027.330000 sec): 3 clusters
  Score: Raw -7285248.306745 + Penalty 3572.027389 = -7281676.279356
  nChanged 777
		SP:Iteration 20F (64027.820000 sec): 3 clusters
  Score: Raw -7285474.438703 + Penalty 3572.027389 = -7281902.411315
  nChanged 793
		SP:Iteration 21Q (64028.300000 sec): 3 clusters
  Score: Raw -7285727.488058 + Penalty 3572.027389 = -7282155.460669
  nChanged 827
		SP:Iteration 22Q (64028.770000 sec): 3 clusters
  Score: Raw -7286004.187351 + Penalty 3572.027389 = -7282432.159963
  nChanged 852
		SP:Iteration 23Q (64029.240000 sec): 3 clusters
  Score: Raw -7286297.296023 + Penalty 3572.027389 = -7282725.268634
  nChanged 838
		SP:Iteration 24Q (64029.680000 sec): 3 clusters
  Score: Raw -7286590.714540 + Penalty 3572.027389 = -7283018.687152
  nChanged 829
		SP:Iteration 25Q (64030.180000 sec): 3 clusters
  Score: Raw -7286877.009044 + Penalty 3572.027389 = -7283304.981655
  nChanged 801
		SP:Iteration 26Q (64030.670000 sec): 3 clusters
  Score: Raw -7287174.346604 + Penalty 3572.027389 = -7283602.319215
  nChanged 781
		SP:Iteration 27Q (64031.150000 sec): 3 clusters
  Score: Raw -7287469.136214 + Penalty 3572.027389 = -7283897.108826
  nChanged 787
		SP:Iteration 28Q (64031.590000 sec): 3 clusters
  Score: Raw -7287765.921793 + Penalty 3572.027389 = -7284193.894404
  nChanged 752
		SP:Iteration 29Q (64032.130000 sec): 3 clusters
  Score: Raw -7288047.200293 + Penalty 3572.027389 = -7284475.172904
  nChanged 751
		SP:Iteration 30Q (64032.630000 sec): 3 clusters
  Score: Raw -7288324.800835 + Penalty 3572.027389 = -7284752.773446
  nChanged 720
		SP:Iteration 31Q (64033.110000 sec): 3 clusters
  Score: Raw -7288597.984140 + Penalty 3572.027389 = -7285025.956751
  nChanged 704
		SP:Iteration 32Q (64033.550000 sec): 3 clusters
  Score: Raw -7288866.084382 + Penalty 3572.027389 = -7285294.056993
  nChanged 664
		SP:Iteration 33Q (64034.040000 sec): 3 clusters
  Score: Raw -7289110.378660 + Penalty 3572.027389 = -7285538.351271
  nChanged 652
		SP:Iteration 34Q (64034.540000 sec): 3 clusters
  Score: Raw -7289353.468070 + Penalty 3572.027389 = -7285781.440681
  nChanged 590
		SP:Iteration 35Q (64034.980000 sec): 3 clusters
  Score: Raw -7289573.195749 + Penalty 3572.027389 = -7286001.168361
  nChanged 554
		SP:Iteration 36Q (64035.400000 sec): 3 clusters
  Score: Raw -7289789.540972 + Penalty 3572.027389 = -7286217.513583
  nChanged 515
		SP:Iteration 37Q (64035.850000 sec): 3 clusters
  Score: Raw -7289994.746600 + Penalty 3572.027389 = -7286422.719211
  nChanged 484
		SP:Iteration 38Q (64036.350000 sec): 3 clusters
  Score: Raw -7290199.371228 + Penalty 3572.027389 = -7286627.343839
  nChanged 460
		SP:Iteration 39Q (64036.820000 sec): 3 clusters
  Score: Raw -7290403.578064 + Penalty 3572.027389 = -7286831.550675
  nChanged 450
		SP:Iteration 40F (64037.290000 sec): 3 clusters
  Score: Raw -7290635.052533 + Penalty 3572.027389 = -7287063.025145
  nChanged 411
		SP:Iteration 41Q (64037.730000 sec): 3 clusters
  Score: Raw -7290849.110690 + Penalty 3572.027389 = -7287277.083301
  nChanged 405
		SP:Iteration 42Q (64038.230000 sec): 3 clusters
  Score: Raw -7291046.608453 + Penalty 3572.027389 = -7287474.581064
  nChanged 317
		SP:Iteration 43Q (64038.680000 sec): 3 clusters
  Score: Raw -7291183.116207 + Penalty 3572.027389 = -7287611.088818
  nChanged 296
		SP:Iteration 44Q (64039.150000 sec): 3 clusters
  Score: Raw -7291300.408335 + Penalty 3572.027389 = -7287728.380946
  nChanged 269
		SP:Iteration 45Q (64039.630000 sec): 3 clusters
  Score: Raw -7291392.148441 + Penalty 3572.027389 = -7287820.121052
  nChanged 219
		SP:Iteration 46Q (64040.080000 sec): 3 clusters
  Score: Raw -7291459.792756 + Penalty 3572.027389 = -7287887.765367
  nChanged 204
		SP:Iteration 47Q (64040.510000 sec): 3 clusters
  Score: Raw -7291519.025067 + Penalty 3572.027389 = -7287946.997678
  nChanged 180
		SP:Iteration 48Q (64040.930000 sec): 3 clusters
  Score: Raw -7291573.567305 + Penalty 3572.027389 = -7288001.539916
  nChanged 156
		SP:Iteration 49Q (64041.350000 sec): 3 clusters
  Score: Raw -7291619.236562 + Penalty 3572.027389 = -7288047.209173
  nChanged 133
		SP:Iteration 50Q (64041.830000 sec): 3 clusters
  Score: Raw -7291656.906271 + Penalty 3572.027389 = -7288084.878882
  nChanged 123
		SP:Iteration 51Q (64042.240000 sec): 3 clusters
  Score: Raw -7291686.422059 + Penalty 3572.027389 = -7288114.394670
  nChanged 93
		SP:Iteration 52Q (64042.620000 sec): 3 clusters
  Score: Raw -7291707.869721 + Penalty 3572.027389 = -7288135.842332
  nChanged 96
		SP:Iteration 53Q (64043.010000 sec): 3 clusters
  Score: Raw -7291728.742983 + Penalty 3572.027389 = -7288156.715594
  nChanged 77
		SP:Iteration 54Q (64043.430000 sec): 3 clusters
  Score: Raw -7291743.742377 + Penalty 3572.027389 = -7288171.714988
  nChanged 77
		SP:Iteration 55Q (64043.860000 sec): 3 clusters
  Score: Raw -7291759.575124 + Penalty 3572.027389 = -7288187.547735
  nChanged 82
		SP:Iteration 56Q (64044.300000 sec): 3 clusters
  Score: Raw -7291777.413670 + Penalty 3572.027389 = -7288205.386281
  nChanged 74
		SP:Iteration 57Q (64044.740000 sec): 3 clusters
  Score: Raw -7291793.076261 + Penalty 3572.027389 = -7288221.048872
  nChanged 68
		SP:Iteration 58Q (64045.180000 sec): 3 clusters
  Score: Raw -7291808.124014 + Penalty 3572.027389 = -7288236.096625
  nChanged 65
		SP:Iteration 59Q (64045.630000 sec): 3 clusters
  Score: Raw -7291821.661132 + Penalty 3572.027389 = -7288249.633743
  nChanged 49
		SP:Iteration 60F (64046.120000 sec): 3 clusters
  Score: Raw -7291832.687035 + Penalty 3572.027389 = -7288260.659646
  nChanged 56
		SP:Iteration 61Q (64046.540000 sec): 3 clusters
  Score: Raw -7291846.918986 + Penalty 3572.027389 = -7288274.891597
  nChanged 58
		SP:Iteration 62Q (64047.070000 sec): 3 clusters
  Score: Raw -7291860.615170 + Penalty 3572.027389 = -7288288.587781
  nChanged 56
		SP:Iteration 63Q (64047.500000 sec): 3 clusters
  Score: Raw -7291875.548855 + Penalty 3572.027389 = -7288303.521466
  nChanged 58
		SP:Iteration 64Q (64047.930000 sec): 3 clusters
  Score: Raw -7291889.282586 + Penalty 3572.027389 = -7288317.255197
  nChanged 60
		SP:Iteration 65Q (64048.360000 sec): 3 clusters
  Score: Raw -7291903.977448 + Penalty 3572.027389 = -7288331.950059
  nChanged 54
		SP:Iteration 66Q (64048.770000 sec): 3 clusters
  Score: Raw -7291916.320545 + Penalty 3572.027389 = -7288344.293156
  nChanged 48
		SP:Iteration 67Q (64049.210000 sec): 3 clusters
  Score: Raw -7291927.894014 + Penalty 3572.027389 = -7288355.866625
  nChanged 40
		SP:Iteration 68Q (64049.630000 sec): 3 clusters
  Score: Raw -7291938.261963 + Penalty 3572.027389 = -7288366.234574
  nChanged 34
		SP:Iteration 69Q (64050.070000 sec): 3 clusters
  Score: Raw -7291945.448737 + Penalty 3572.027389 = -7288373.421348
  nChanged 27
		SP:Iteration 70Q (64050.540000 sec): 3 clusters
  Score: Raw -7291950.476736 + Penalty 3572.027389 = -7288378.449347
  nChanged 27
		SP:Iteration 71Q (64051.010000 sec): 3 clusters
  Score: Raw -7291955.007031 + Penalty 3572.027389 = -7288382.979642
  nChanged 30
		SP:Iteration 72Q (64051.460000 sec): 3 clusters
  Score: Raw -7291960.529409 + Penalty 3572.027389 = -7288388.502020
  nChanged 22
		SP:Iteration 73Q (64051.980000 sec): 3 clusters
  Score: Raw -7291964.250193 + Penalty 3572.027389 = -7288392.222804
  nChanged 17
		SP:Iteration 74Q (64052.430000 sec): 3 clusters
  Score: Raw -7291967.105448 + Penalty 3572.027389 = -7288395.078060
  nChanged 16
		SP:Iteration 75Q (64052.890000 sec): 3 clusters
  Score: Raw -7291970.595731 + Penalty 3572.027389 = -7288398.568342
  nChanged 16
		SP:Iteration 76Q (64053.290000 sec): 3 clusters
  Score: Raw -7291974.111004 + Penalty 3572.027389 = -7288402.083615
  nChanged 20
		SP:Iteration 77Q (64053.730000 sec): 3 clusters
  Score: Raw -7291978.038886 + Penalty 3572.027389 = -7288406.011497
  nChanged 17
		SP:Iteration 78Q (64054.240000 sec): 3 clusters
  Score: Raw -7291981.141533 + Penalty 3572.027389 = -7288409.114144
  nChanged 17
		SP:Iteration 79Q (64054.680000 sec): 3 clusters
  Score: Raw -7291985.331235 + Penalty 3572.027389 = -7288413.303847
  nChanged 20
		SP:Iteration 80F (64055.120000 sec): 3 clusters
  Score: Raw -7291989.789694 + Penalty 3572.027389 = -7288417.762306
  nChanged 18
		SP:Iteration 81Q (64055.600000 sec): 3 clusters
  Score: Raw -7291993.167106 + Penalty 3572.027389 = -7288421.139717
  nChanged 15
		SP:Iteration 82Q (64056.110000 sec): 3 clusters
  Score: Raw -7291996.052257 + Penalty 3572.027389 = -7288424.024868
  nChanged 15
		SP:Iteration 83Q (64056.640000 sec): 3 clusters
  Score: Raw -7291999.347032 + Penalty 3572.027389 = -7288427.319643
  nChanged 12
		SP:Iteration 84Q (64057.110000 sec): 3 clusters
  Score: Raw -7292002.404382 + Penalty 3572.027389 = -7288430.376993
  nChanged 10
		SP:Iteration 85Q (64057.580000 sec): 3 clusters
  Score: Raw -7292004.069080 + Penalty 3572.027389 = -7288432.041691
  nChanged 10
		SP:Iteration 86Q (64058.010000 sec): 3 clusters
  Score: Raw -7292006.616034 + Penalty 3572.027389 = -7288434.588645
  nChanged 11
		SP:Iteration 87Q (64058.480000 sec): 3 clusters
  Score: Raw -7292009.290009 + Penalty 3572.027389 = -7288437.262620
  nChanged 7
		SP:Iteration 88Q (64058.910000 sec): 3 clusters
  Score: Raw -7292010.654861 + Penalty 3572.027389 = -7288438.627473
  nChanged 5
		SP:Iteration 89Q (64059.320000 sec): 3 clusters
  Score: Raw -7292011.457639 + Penalty 3572.027389 = -7288439.430250
  nChanged 3
		SP:Iteration 90Q (64059.790000 sec): 3 clusters
  Score: Raw -7292011.816758 + Penalty 3572.027389 = -7288439.789369
  nChanged 1
		SP:Iteration 91Q (64060.270000 sec): 3 clusters
  Score: Raw -7292011.889015 + Penalty 3572.027389 = -7288439.861627
  nChanged 2
		SP:Iteration 92Q (64060.800000 sec): 3 clusters
  Score: Raw -7292012.322985 + Penalty 3572.027389 = -7288440.295596
  nChanged 4
		SP:Iteration 93Q (64061.270000 sec): 3 clusters
  Score: Raw -7292012.846457 + Penalty 3572.027389 = -7288440.819068
  nChanged 2
		SP:Iteration 94Q (64061.730000 sec): 3 clusters
  Score: Raw -7292013.039417 + Penalty 3572.027389 = -7288441.012028
  nChanged 2
		SP:Iteration 95Q (64062.110000 sec): 3 clusters
  Score: Raw -7292013.446667 + Penalty 3572.027389 = -7288441.419278
  nChanged 3
		SP:Iteration 96Q (64062.600000 sec): 3 clusters
  Score: Raw -7292014.027595 + Penalty 3572.027389 = -7288442.000206
  nChanged 4
		SP:Iteration 97Q (64063.030000 sec): 3 clusters
  Score: Raw -7292014.369295 + Penalty 3572.027389 = -7288442.341906
  nChanged 2
		SP:Iteration 98Q (64063.510000 sec): 3 clusters
  Score: Raw -7292014.711698 + Penalty 3572.027389 = -7288442.684309
  nChanged 2
		SP:Iteration 99Q (64063.950000 sec): 3 clusters
  Score: Raw -7292014.924227 + Penalty 3572.027389 = -7288442.896838
  nChanged 2
		SP:Iteration 100F (64064.380000 sec): 3 clusters
  Score: Raw -7292015.360840 + Penalty 3572.027389 = -7288443.333451
  nChanged 4
		SP:Iteration 101Q (64064.800000 sec): 3 clusters
  Score: Raw -7292015.811570 + Penalty 3572.027389 = -7288443.784182
  nChanged 2
		SP:Iteration 102Q (64065.160000 sec): 3 clusters
  Score: Raw -7292016.221885 + Penalty 3572.027389 = -7288444.194497
  nChanged 1
		SP:Iteration 103Q (64065.560000 sec): 3 clusters
  Score: Raw -7292016.326897 + Penalty 3572.027389 = -7288444.299508
  nChanged 1
		SP:Iteration 104Q (64065.940000 sec): 3 clusters
  Score: Raw -7292016.454264 + Penalty 3572.027389 = -7288444.426875
  nChanged 0
		SP:Iteration 105F (64066.350000 sec): 3 clusters
  Score: Raw -7292016.454264 + Penalty 3572.027389 = -7288444.426875
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64066.460000 sec): 2 clusters
  Score: Raw -63577.798656 + Penalty 1032.867495 = -62544.931161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64066.640000 sec): 3 clusters
  Score: Raw -63492.964144 + Penalty 2065.734990 = -61427.229154
  nChanged 134
		SP:Iteration 1F (64066.810000 sec): 3 clusters
  Score: Raw -63674.361321 + Penalty 2065.734990 = -61608.626331
  nChanged 39
		SP:Iteration 2F (64067.030000 sec): 3 clusters
  Score: Raw -63758.576852 + Penalty 2065.734990 = -61692.841862
  nChanged 29
		SP:Iteration 3F (64067.240000 sec): 3 clusters
  Score: Raw -63823.811727 + Penalty 2065.734990 = -61758.076737
  nChanged 21
		SP:Iteration 4Q (64067.400000 sec): 3 clusters
  Score: Raw -63865.617846 + Penalty 2065.734990 = -61799.882856
  nChanged 19
		SP:Iteration 5Q (64067.600000 sec): 3 clusters
  Score: Raw -63922.158544 + Penalty 2065.734990 = -61856.423554
  nChanged 28
		SP:Iteration 6Q (64067.800000 sec): 3 clusters
  Score: Raw -63987.812732 + Penalty 2065.734990 = -61922.077743
  nChanged 24
		SP:Iteration 7Q (64067.990000 sec): 3 clusters
  Score: Raw -64047.461236 + Penalty 2065.734990 = -61981.726246
  nChanged 26
		SP:Iteration 8Q (64068.210000 sec): 3 clusters
  Score: Raw -64117.947463 + Penalty 2065.734990 = -62052.212474
  nChanged 23
		SP:Iteration 9Q (64068.440000 sec): 3 clusters
  Score: Raw -64266.897145 + Penalty 2065.734990 = -62201.162156
  nChanged 26
		SP:Iteration 10Q (64068.630000 sec): 3 clusters
  Score: Raw -64785.768192 + Penalty 2065.734990 = -62720.033202
  nChanged 19
		SP:Iteration 11Q (64068.780000 sec): 3 clusters
  Score: Raw -64844.380337 + Penalty 2065.734990 = -62778.645348
  nChanged 10
		SP:Iteration 12Q (64068.970000 sec): 3 clusters
  Score: Raw -64879.818442 + Penalty 2065.734990 = -62814.083452
  nChanged 6
		SP:Iteration 13Q (64069.140000 sec): 3 clusters
  Score: Raw -64902.342098 + Penalty 2065.734990 = -62836.607109
  nChanged 5
		SP:Iteration 14Q (64069.360000 sec): 3 clusters
  Score: Raw -64924.540258 + Penalty 2065.734990 = -62858.805268
  nChanged 3
		SP:Iteration 15Q (64069.510000 sec): 3 clusters
  Score: Raw -64930.302625 + Penalty 2065.734990 = -62864.567635
  nChanged 0
		SP:Iteration 16F (64069.640000 sec): 3 clusters
  Score: Raw -64933.510877 + Penalty 2065.734990 = -62867.775887
  nChanged 4
		SP:Iteration 17Q (64069.830000 sec): 3 clusters
  Score: Raw -64947.089788 + Penalty 2065.734990 = -62881.354798
  nChanged 2
		SP:Iteration 18Q (64069.970000 sec): 3 clusters
  Score: Raw -64952.246354 + Penalty 2065.734990 = -62886.511365
  nChanged 0
		SP:Iteration 19F (64070.160000 sec): 3 clusters
  Score: Raw -64952.246354 + Penalty 2065.734990 = -62886.511365
  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 11.42 GB.

 Trying to split cluster 9 (8387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64070.300000 sec): 2 clusters
  Score: Raw -1025578.548383 + Penalty 1468.096202 = -1024110.452181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64070.500000 sec): 3 clusters
  Score: Raw -1020910.757224 + Penalty 2936.192404 = -1017974.564819
  nChanged 3568
		SP:Iteration 1F (64070.730000 sec): 3 clusters
  Score: Raw -1022798.028445 + Penalty 2936.192404 = -1019861.836041
  nChanged 539
		SP:Iteration 2F (64070.940000 sec): 3 clusters
  Score: Raw -1023037.357762 + Penalty 2936.192404 = -1020101.165357
  nChanged 420
		SP:Iteration 3F (64071.150000 sec): 3 clusters
  Score: Raw -1023213.831747 + Penalty 2936.192404 = -1020277.639342
  nChanged 362
		SP:Iteration 4Q (64071.300000 sec): 3 clusters
  Score: Raw -1023366.741643 + Penalty 2936.192404 = -1020430.549239
  nChanged 314
		SP:Iteration 5Q (64071.580000 sec): 3 clusters
  Score: Raw -1023490.871599 + Penalty 2936.192404 = -1020554.679195
  nChanged 287
		SP:Iteration 6Q (64071.760000 sec): 3 clusters
  Score: Raw -1023607.442418 + Penalty 2936.192404 = -1020671.250014
  nChanged 293
		SP:Iteration 7Q (64071.970000 sec): 3 clusters
  Score: Raw -1023734.509156 + Penalty 2936.192404 = -1020798.316752
  nChanged 309
		SP:Iteration 8Q (64072.190000 sec): 3 clusters
  Score: Raw -1023881.880262 + Penalty 2936.192404 = -1020945.687858
  nChanged 303
		SP:Iteration 9Q (64072.390000 sec): 3 clusters
  Score: Raw -1024040.639787 + Penalty 2936.192404 = -1021104.447383
  nChanged 333
		SP:Iteration 10Q (64072.560000 sec): 3 clusters
  Score: Raw -1024216.806576 + Penalty 2936.192404 = -1021280.614172
  nChanged 321
		SP:Iteration 11Q (64072.730000 sec): 3 clusters
  Score: Raw -1024390.421241 + Penalty 2936.192404 = -1021454.228837
  nChanged 337
		SP:Iteration 12Q (64072.930000 sec): 3 clusters
  Score: Raw -1024594.375784 + Penalty 2936.192404 = -1021658.183380
  nChanged 321
		SP:Iteration 13Q (64073.070000 sec): 3 clusters
  Score: Raw -1024805.384992 + Penalty 2936.192404 = -1021869.192588
  nChanged 282
		SP:Iteration 14Q (64073.240000 sec): 3 clusters
  Score: Raw -1024974.261051 + Penalty 2936.192404 = -1022038.068647
  nChanged 245
		SP:Iteration 15Q (64073.410000 sec): 3 clusters
  Score: Raw -1025133.188344 + Penalty 2936.192404 = -1022196.995940
  nChanged 220
		SP:Iteration 16Q (64073.580000 sec): 3 clusters
  Score: Raw -1025294.659671 + Penalty 2936.192404 = -1022358.467267
  nChanged 178
		SP:Iteration 17Q (64073.750000 sec): 3 clusters
  Score: Raw -1025435.187517 + Penalty 2936.192404 = -1022498.995112
  nChanged 125
		SP:Iteration 18Q (64073.910000 sec): 3 clusters
  Score: Raw -1025531.609831 + Penalty 2936.192404 = -1022595.417426
  nChanged 95
		SP:Iteration 19Q (64074.080000 sec): 3 clusters
  Score: Raw -1025598.298214 + Penalty 2936.192404 = -1022662.105810
  nChanged 67
		SP:Iteration 20F (64074.250000 sec): 3 clusters
  Score: Raw -1025651.356758 + Penalty 2936.192404 = -1022715.164354
  nChanged 54
		SP:Iteration 21Q (64074.450000 sec): 3 clusters
  Score: Raw -1025687.375499 + Penalty 2936.192404 = -1022751.183095
  nChanged 34
		SP:Iteration 22Q (64074.590000 sec): 3 clusters
  Score: Raw -1025708.351623 + Penalty 2936.192404 = -1022772.159218
  nChanged 19
		SP:Iteration 23Q (64074.760000 sec): 3 clusters
  Score: Raw -1025718.410404 + Penalty 2936.192404 = -1022782.218000
  nChanged 14
		SP:Iteration 24Q (64074.990000 sec): 3 clusters
  Score: Raw -1025728.393640 + Penalty 2936.192404 = -1022792.201236
  nChanged 14
		SP:Iteration 25Q (64075.190000 sec): 3 clusters
  Score: Raw -1025739.455309 + Penalty 2936.192404 = -1022803.262905
  nChanged 12
		SP:Iteration 26Q (64075.430000 sec): 3 clusters
  Score: Raw -1025749.059417 + Penalty 2936.192404 = -1022812.867012
  nChanged 13
		SP:Iteration 27Q (64075.600000 sec): 3 clusters
  Score: Raw -1025756.943161 + Penalty 2936.192404 = -1022820.750756
  nChanged 15
		SP:Iteration 28Q (64075.800000 sec): 3 clusters
  Score: Raw -1025767.846702 + Penalty 2936.192404 = -1022831.654298
  nChanged 12
		SP:Iteration 29Q (64076.020000 sec): 3 clusters
  Score: Raw -1025777.479895 + Penalty 2936.192404 = -1022841.287490
  nChanged 14
		SP:Iteration 30Q (64076.230000 sec): 3 clusters
  Score: Raw -1025789.257878 + Penalty 2936.192404 = -1022853.065474
  nChanged 11
		SP:Iteration 31Q (64076.430000 sec): 3 clusters
  Score: Raw -1025799.556681 + Penalty 2936.192404 = -1022863.364276
  nChanged 11
		SP:Iteration 32Q (64076.600000 sec): 3 clusters
  Score: Raw -1025805.338462 + Penalty 2936.192404 = -1022869.146057
  nChanged 5
		SP:Iteration 33Q (64076.760000 sec): 3 clusters
  Score: Raw -1025808.551818 + Penalty 2936.192404 = -1022872.359414
  nChanged 6
		SP:Iteration 34Q (64076.970000 sec): 3 clusters
  Score: Raw -1025812.524367 + Penalty 2936.192404 = -1022876.331963
  nChanged 4
		SP:Iteration 35Q (64077.180000 sec): 3 clusters
  Score: Raw -1025814.765650 + Penalty 2936.192404 = -1022878.573245
  nChanged 2
		SP:Iteration 36Q (64077.430000 sec): 3 clusters
  Score: Raw -1025815.959914 + Penalty 2936.192404 = -1022879.767509
  nChanged 3
		SP:Iteration 37Q (64077.690000 sec): 3 clusters
  Score: Raw -1025817.912567 + Penalty 2936.192404 = -1022881.720163
  nChanged 2
		SP:Iteration 38Q (64077.960000 sec): 3 clusters
  Score: Raw -1025818.669118 + Penalty 2936.192404 = -1022882.476714
  nChanged 0
		SP:Iteration 39F (64078.170000 sec): 3 clusters
  Score: Raw -1025818.669118 + Penalty 2936.192404 = -1022882.476714
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64078.340000 sec): 2 clusters
  Score: Raw -856935.247964 + Penalty 1445.806718 = -855489.441246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64078.520000 sec): 3 clusters
  Score: Raw -852929.003330 + Penalty 2891.613437 = -850037.389894
  nChanged 3050
		SP:Iteration 1F (64078.770000 sec): 3 clusters
  Score: Raw -854583.750759 + Penalty 2891.613437 = -851692.137323
  nChanged 481
		SP:Iteration 2F (64078.950000 sec): 3 clusters
  Score: Raw -854813.915926 + Penalty 2891.613437 = -851922.302489
  nChanged 397
		SP:Iteration 3F (64079.170000 sec): 3 clusters
  Score: Raw -854995.072826 + Penalty 2891.613437 = -852103.459390
  nChanged 348
		SP:Iteration 4Q (64079.350000 sec): 3 clusters
  Score: Raw -855169.277803 + Penalty 2891.613437 = -852277.664366
  nChanged 327
		SP:Iteration 5Q (64079.560000 sec): 3 clusters
  Score: Raw -855327.120343 + Penalty 2891.613437 = -852435.506906
  nChanged 318
		SP:Iteration 6Q (64079.720000 sec): 3 clusters
  Score: Raw -855489.805454 + Penalty 2891.613437 = -852598.192017
  nChanged 325
		SP:Iteration 7Q (64079.960000 sec): 3 clusters
  Score: Raw -855654.960696 + Penalty 2891.613437 = -852763.347260
  nChanged 317
		SP:Iteration 8Q (64080.150000 sec): 3 clusters
  Score: Raw -855841.938375 + Penalty 2891.613437 = -852950.324939
  nChanged 325
		SP:Iteration 9Q (64080.350000 sec): 3 clusters
  Score: Raw -856040.512809 + Penalty 2891.613437 = -853148.899373
  nChanged 294
		SP:Iteration 10Q (64080.530000 sec): 3 clusters
  Score: Raw -856226.569116 + Penalty 2891.613437 = -853334.955679
  nChanged 265
		SP:Iteration 11Q (64080.730000 sec): 3 clusters
  Score: Raw -856392.477548 + Penalty 2891.613437 = -853500.864111
  nChanged 201
		SP:Iteration 12Q (64080.950000 sec): 3 clusters
  Score: Raw -856542.231994 + Penalty 2891.613437 = -853650.618557
  nChanged 189
		SP:Iteration 13Q (64081.190000 sec): 3 clusters
  Score: Raw -856711.513658 + Penalty 2891.613437 = -853819.900221
  nChanged 165
		SP:Iteration 14Q (64081.430000 sec): 3 clusters
  Score: Raw -856872.354238 + Penalty 2891.613437 = -853980.740801
  nChanged 136
		SP:Iteration 15Q (64081.630000 sec): 3 clusters
  Score: Raw -857002.422304 + Penalty 2891.613437 = -854110.808867
  nChanged 105
		SP:Iteration 16Q (64081.820000 sec): 3 clusters
  Score: Raw -857080.785486 + Penalty 2891.613437 = -854189.172049
  nChanged 72
		SP:Iteration 17Q (64082.030000 sec): 3 clusters
  Score: Raw -857127.194135 + Penalty 2891.613437 = -854235.580698
  nChanged 66
		SP:Iteration 18Q (64082.270000 sec): 3 clusters
  Score: Raw -857172.700687 + Penalty 2891.613437 = -854281.087251
  nChanged 49
		SP:Iteration 19Q (64082.510000 sec): 3 clusters
  Score: Raw -857199.195488 + Penalty 2891.613437 = -854307.582052
  nChanged 31
		SP:Iteration 20F (64082.700000 sec): 3 clusters
  Score: Raw -857211.199859 + Penalty 2891.613437 = -854319.586422
  nChanged 25
		SP:Iteration 21Q (64082.870000 sec): 3 clusters
  Score: Raw -857223.673828 + Penalty 2891.613437 = -854332.060391
  nChanged 21
		SP:Iteration 22Q (64083.090000 sec): 3 clusters
  Score: Raw -857232.248780 + Penalty 2891.613437 = -854340.635343
  nChanged 17
		SP:Iteration 23Q (64083.270000 sec): 3 clusters
  Score: Raw -857240.052140 + Penalty 2891.613437 = -854348.438703
  nChanged 19
		SP:Iteration 24Q (64083.540000 sec): 3 clusters
  Score: Raw -857249.554002 + Penalty 2891.613437 = -854357.940566
  nChanged 20
		SP:Iteration 25Q (64083.770000 sec): 3 clusters
  Score: Raw -857258.467056 + Penalty 2891.613437 = -854366.853620
  nChanged 18
		SP:Iteration 26Q (64084.020000 sec): 3 clusters
  Score: Raw -857264.368914 + Penalty 2891.613437 = -854372.755477
  nChanged 8
		SP:Iteration 27Q (64084.260000 sec): 3 clusters
  Score: Raw -857267.415309 + Penalty 2891.613437 = -854375.801872
  nChanged 10
		SP:Iteration 28Q (64084.510000 sec): 3 clusters
  Score: Raw -857270.995167 + Penalty 2891.613437 = -854379.381730
  nChanged 6
		SP:Iteration 29Q (64084.740000 sec): 3 clusters
  Score: Raw -857272.884613 + Penalty 2891.613437 = -854381.271177
  nChanged 8
		SP:Iteration 30Q (64084.940000 sec): 3 clusters
  Score: Raw -857275.799480 + Penalty 2891.613437 = -854384.186043
  nChanged 5
		SP:Iteration 31Q (64085.180000 sec): 3 clusters
  Score: Raw -857277.339907 + Penalty 2891.613437 = -854385.726470
  nChanged 6
		SP:Iteration 32Q (64085.380000 sec): 3 clusters
  Score: Raw -857279.548730 + Penalty 2891.613437 = -854387.935294
  nChanged 7
		SP:Iteration 33Q (64085.620000 sec): 3 clusters
  Score: Raw -857282.324805 + Penalty 2891.613437 = -854390.711368
  nChanged 10
		SP:Iteration 34Q (64085.810000 sec): 3 clusters
  Score: Raw -857284.724179 + Penalty 2891.613437 = -854393.110742
  nChanged 10
		SP:Iteration 35Q (64086.000000 sec): 3 clusters
  Score: Raw -857288.876723 + Penalty 2891.613437 = -854397.263286
  nChanged 8
		SP:Iteration 36Q (64086.210000 sec): 3 clusters
  Score: Raw -857291.741871 + Penalty 2891.613437 = -854400.128434
  nChanged 11
		SP:Iteration 37Q (64086.410000 sec): 3 clusters
  Score: Raw -857296.144066 + Penalty 2891.613437 = -854404.530629
  nChanged 8
		SP:Iteration 38Q (64086.590000 sec): 3 clusters
  Score: Raw -857299.733520 + Penalty 2891.613437 = -854408.120083
  nChanged 8
		SP:Iteration 39Q (64086.780000 sec): 3 clusters
  Score: Raw -857303.257124 + Penalty 2891.613437 = -854411.643688
  nChanged 4
		SP:Iteration 40F (64087.010000 sec): 3 clusters
  Score: Raw -857304.182498 + Penalty 2891.613437 = -854412.569061
  nChanged 4
		SP:Iteration 41Q (64087.230000 sec): 3 clusters
  Score: Raw -857305.304587 + Penalty 2891.613437 = -854413.691150
  nChanged 2
		SP:Iteration 42Q (64087.400000 sec): 3 clusters
  Score: Raw -857305.840856 + Penalty 2891.613437 = -854414.227419
  nChanged 5
		SP:Iteration 43Q (64087.590000 sec): 3 clusters
  Score: Raw -857306.974847 + Penalty 2891.613437 = -854415.361410
  nChanged 2
		SP:Iteration 44Q (64087.910000 sec): 3 clusters
  Score: Raw -857307.451949 + Penalty 2891.613437 = -854415.838512
  nChanged 0
		SP:Iteration 45F (64088.090000 sec): 3 clusters
  Score: Raw -857307.451949 + Penalty 2891.613437 = -854415.838512
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64088.300000 sec): 2 clusters
  Score: Raw -930543.952269 + Penalty 1484.765215 = -929059.187054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64088.520000 sec): 3 clusters
  Score: Raw -925293.218028 + Penalty 2969.530430 = -922323.687598
  nChanged 3982
		SP:Iteration 1F (64088.770000 sec): 3 clusters
  Score: Raw -927610.545587 + Penalty 2969.530430 = -924641.015157
  nChanged 628
		SP:Iteration 2F (64089.000000 sec): 3 clusters
  Score: Raw -927918.999417 + Penalty 2969.530430 = -924949.468987
  nChanged 516
		SP:Iteration 3F (64089.250000 sec): 3 clusters
  Score: Raw -928171.324319 + Penalty 2969.530430 = -925201.793889
  nChanged 447
		SP:Iteration 4Q (64089.480000 sec): 3 clusters
  Score: Raw -928384.524199 + Penalty 2969.530430 = -925414.993769
  nChanged 407
		SP:Iteration 5Q (64089.710000 sec): 3 clusters
  Score: Raw -928583.671881 + Penalty 2969.530430 = -925614.141451
  nChanged 374
		SP:Iteration 6Q (64089.920000 sec): 3 clusters
  Score: Raw -928785.594729 + Penalty 2969.530430 = -925816.064299
  nChanged 376
		SP:Iteration 7Q (64090.120000 sec): 3 clusters
  Score: Raw -928994.000147 + Penalty 2969.530430 = -926024.469717
  nChanged 345
		SP:Iteration 8Q (64090.380000 sec): 3 clusters
  Score: Raw -929190.669624 + Penalty 2969.530430 = -926221.139194
  nChanged 307
		SP:Iteration 9Q (64090.620000 sec): 3 clusters
  Score: Raw -929378.218343 + Penalty 2969.530430 = -926408.687913
  nChanged 305
		SP:Iteration 10Q (64090.840000 sec): 3 clusters
  Score: Raw -929580.643329 + Penalty 2969.530430 = -926611.112899
  nChanged 299
		SP:Iteration 11Q (64091.090000 sec): 3 clusters
  Score: Raw -929769.609119 + Penalty 2969.530430 = -926800.078689
  nChanged 258
		SP:Iteration 12Q (64091.340000 sec): 3 clusters
  Score: Raw -929911.146945 + Penalty 2969.530430 = -926941.616515
  nChanged 205
		SP:Iteration 13Q (64091.580000 sec): 3 clusters
  Score: Raw -930010.389422 + Penalty 2969.530430 = -927040.858992
  nChanged 175
		SP:Iteration 14Q (64091.790000 sec): 3 clusters
  Score: Raw -930101.062208 + Penalty 2969.530430 = -927131.531778
  nChanged 162
		SP:Iteration 15Q (64092.030000 sec): 3 clusters
  Score: Raw -930185.686263 + Penalty 2969.530430 = -927216.155833
  nChanged 163
		SP:Iteration 16Q (64092.280000 sec): 3 clusters
  Score: Raw -930265.921497 + Penalty 2969.530430 = -927296.391067
  nChanged 134
		SP:Iteration 17Q (64092.500000 sec): 3 clusters
  Score: Raw -930340.131231 + Penalty 2969.530430 = -927370.600801
  nChanged 112
		SP:Iteration 18Q (64092.740000 sec): 3 clusters
  Score: Raw -930401.756257 + Penalty 2969.530430 = -927432.225827
  nChanged 112
		SP:Iteration 19Q (64092.970000 sec): 3 clusters
  Score: Raw -930462.435566 + Penalty 2969.530430 = -927492.905136
  nChanged 98
		SP:Iteration 20F (64093.280000 sec): 3 clusters
  Score: Raw -930509.388789 + Penalty 2969.530430 = -927539.858359
  nChanged 77
		SP:Iteration 21Q (64093.510000 sec): 3 clusters
  Score: Raw -930546.793051 + Penalty 2969.530430 = -927577.262621
  nChanged 82
		SP:Iteration 22Q (64093.740000 sec): 3 clusters
  Score: Raw -930587.607032 + Penalty 2969.530430 = -927618.076602
  nChanged 67
		SP:Iteration 23Q (64093.970000 sec): 3 clusters
  Score: Raw -930618.319101 + Penalty 2969.530430 = -927648.788671
  nChanged 64
		SP:Iteration 24Q (64094.260000 sec): 3 clusters
  Score: Raw -930649.323564 + Penalty 2969.530430 = -927679.793134
  nChanged 52
		SP:Iteration 25Q (64094.460000 sec): 3 clusters
  Score: Raw -930675.296601 + Penalty 2969.530430 = -927705.766171
  nChanged 54
		SP:Iteration 26Q (64094.650000 sec): 3 clusters
  Score: Raw -930698.692233 + Penalty 2969.530430 = -927729.161803
  nChanged 37
		SP:Iteration 27Q (64094.860000 sec): 3 clusters
  Score: Raw -930710.575789 + Penalty 2969.530430 = -927741.045359
  nChanged 26
		SP:Iteration 28Q (64095.060000 sec): 3 clusters
  Score: Raw -930720.416128 + Penalty 2969.530430 = -927750.885698
  nChanged 24
		SP:Iteration 29Q (64095.250000 sec): 3 clusters
  Score: Raw -930728.219814 + Penalty 2969.530430 = -927758.689384
  nChanged 19
		SP:Iteration 30Q (64095.470000 sec): 3 clusters
  Score: Raw -930735.524691 + Penalty 2969.530430 = -927765.994261
  nChanged 20
		SP:Iteration 31Q (64095.700000 sec): 3 clusters
  Score: Raw -930743.260959 + Penalty 2969.530430 = -927773.730529
  nChanged 22
		SP:Iteration 32Q (64095.880000 sec): 3 clusters
  Score: Raw -930753.836825 + Penalty 2969.530430 = -927784.306395
  nChanged 26
		SP:Iteration 33Q (64096.070000 sec): 3 clusters
  Score: Raw -930764.108427 + Penalty 2969.530430 = -927794.577997
  nChanged 26
		SP:Iteration 34Q (64096.300000 sec): 3 clusters
  Score: Raw -930775.299608 + Penalty 2969.530430 = -927805.769178
  nChanged 22
		SP:Iteration 35Q (64096.510000 sec): 3 clusters
  Score: Raw -930785.057095 + Penalty 2969.530430 = -927815.526665
  nChanged 19
		SP:Iteration 36Q (64096.710000 sec): 3 clusters
  Score: Raw -930792.885331 + Penalty 2969.530430 = -927823.354901
  nChanged 16
		SP:Iteration 37Q (64096.910000 sec): 3 clusters
  Score: Raw -930798.911335 + Penalty 2969.530430 = -927829.380905
  nChanged 11
		SP:Iteration 38Q (64097.120000 sec): 3 clusters
  Score: Raw -930802.987055 + Penalty 2969.530430 = -927833.456625
  nChanged 10
		SP:Iteration 39Q (64097.330000 sec): 3 clusters
  Score: Raw -930808.296021 + Penalty 2969.530430 = -927838.765591
  nChanged 11
		SP:Iteration 40F (64097.550000 sec): 3 clusters
  Score: Raw -930812.307898 + Penalty 2969.530430 = -927842.777468
  nChanged 7
		SP:Iteration 41Q (64097.760000 sec): 3 clusters
  Score: Raw -930816.041567 + Penalty 2969.530430 = -927846.511138
  nChanged 6
		SP:Iteration 42Q (64097.950000 sec): 3 clusters
  Score: Raw -930817.943010 + Penalty 2969.530430 = -927848.412580
  nChanged 4
		SP:Iteration 43Q (64098.180000 sec): 3 clusters
  Score: Raw -930819.990528 + Penalty 2969.530430 = -927850.460098
  nChanged 6
		SP:Iteration 44Q (64098.340000 sec): 3 clusters
  Score: Raw -930823.772192 + Penalty 2969.530430 = -927854.241762
  nChanged 5
		SP:Iteration 45Q (64098.540000 sec): 3 clusters
  Score: Raw -930825.125821 + Penalty 2969.530430 = -927855.595391
  nChanged 2
		SP:Iteration 46Q (64098.780000 sec): 3 clusters
  Score: Raw -930825.919194 + Penalty 2969.530430 = -927856.388764
  nChanged 1
		SP:Iteration 47Q (64098.970000 sec): 3 clusters
  Score: Raw -930826.518309 + Penalty 2969.530430 = -927856.987879
  nChanged 3
		SP:Iteration 48Q (64099.210000 sec): 3 clusters
  Score: Raw -930827.352245 + Penalty 2969.530430 = -927857.821815
  nChanged 2
		SP:Iteration 49Q (64099.500000 sec): 3 clusters
  Score: Raw -930828.573127 + Penalty 2969.530430 = -927859.042697
  nChanged 1
		SP:Iteration 50Q (64099.750000 sec): 3 clusters
  Score: Raw -930828.722957 + Penalty 2969.530430 = -927859.192527
  nChanged 1
		SP:Iteration 51Q (64100.010000 sec): 3 clusters
  Score: Raw -930828.983158 + Penalty 2969.530430 = -927859.452728
  nChanged 0
		SP:Iteration 52F (64100.270000 sec): 3 clusters
  Score: Raw -930828.983158 + Penalty 2969.530430 = -927859.452728
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (38502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64100.560000 sec): 2 clusters
  Score: Raw -4248538.803422 + Penalty 1715.750638 = -4246823.052783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64101.010000 sec): 3 clusters
  Score: Raw -4224540.348325 + Penalty 3431.501277 = -4221108.847048
  nChanged 17893
		SP:Iteration 1F (64101.360000 sec): 3 clusters
  Score: Raw -4234541.929682 + Penalty 3431.501277 = -4231110.428405
  nChanged 1719
		SP:Iteration 2Q (64101.790000 sec): 3 clusters
  Score: Raw -4235169.162875 + Penalty 3431.501277 = -4231737.661599
  nChanged 1772
		SP:Iteration 3Q (64102.170000 sec): 3 clusters
  Score: Raw -4235876.517776 + Penalty 3431.501277 = -4232445.016500
  nChanged 1896
		SP:Iteration 4Q (64102.570000 sec): 3 clusters
  Score: Raw -4236690.785493 + Penalty 3431.501277 = -4233259.284217
  nChanged 1970
		SP:Iteration 5F (64102.950000 sec): 3 clusters
  Score: Raw -4237577.871958 + Penalty 3431.501277 = -4234146.370681
  nChanged 1934
		SP:Iteration 6F (64103.310000 sec): 3 clusters
  Score: Raw -4238471.025664 + Penalty 3431.501277 = -4235039.524387
  nChanged 1920
		SP:Iteration 7Q (64103.690000 sec): 3 clusters
  Score: Raw -4239400.114513 + Penalty 3431.501277 = -4235968.613236
  nChanged 1921
		SP:Iteration 8Q (64104.060000 sec): 3 clusters
  Score: Raw -4240409.310875 + Penalty 3431.501277 = -4236977.809598
  nChanged 1857
		SP:Iteration 9Q (64104.420000 sec): 3 clusters
  Score: Raw -4241522.388402 + Penalty 3431.501277 = -4238090.887126
  nChanged 1798
		SP:Iteration 10Q (64104.720000 sec): 3 clusters
  Score: Raw -4242802.623806 + Penalty 3431.501277 = -4239371.122530
  nChanged 1647
		SP:Iteration 11Q (64105.090000 sec): 3 clusters
  Score: Raw -4244062.973713 + Penalty 3431.501277 = -4240631.472437
  nChanged 1424
		SP:Iteration 12Q (64105.460000 sec): 3 clusters
  Score: Raw -4245151.285642 + Penalty 3431.501277 = -4241719.784366
  nChanged 1157
		SP:Iteration 13Q (64105.850000 sec): 3 clusters
  Score: Raw -4245911.395036 + Penalty 3431.501277 = -4242479.893759
  nChanged 901
		SP:Iteration 14Q (64106.190000 sec): 3 clusters
  Score: Raw -4246434.322087 + Penalty 3431.501277 = -4243002.820810
  nChanged 784
		SP:Iteration 15Q (64106.530000 sec): 3 clusters
  Score: Raw -4246904.886661 + Penalty 3431.501277 = -4243473.385385
  nChanged 668
		SP:Iteration 16Q (64106.960000 sec): 3 clusters
  Score: Raw -4247270.274152 + Penalty 3431.501277 = -4243838.772875
  nChanged 559
		SP:Iteration 17Q (64107.320000 sec): 3 clusters
  Score: Raw -4247550.188648 + Penalty 3431.501277 = -4244118.687371
  nChanged 471
		SP:Iteration 18Q (64107.720000 sec): 3 clusters
  Score: Raw -4247790.311768 + Penalty 3431.501277 = -4244358.810491
  nChanged 403
		SP:Iteration 19Q (64108.070000 sec): 3 clusters
  Score: Raw -4248008.185447 + Penalty 3431.501277 = -4244576.684170
  nChanged 346
		SP:Iteration 20F (64108.430000 sec): 3 clusters
  Score: Raw -4248202.527817 + Penalty 3431.501277 = -4244771.026540
  nChanged 311
		SP:Iteration 21Q (64108.800000 sec): 3 clusters
  Score: Raw -4248385.192706 + Penalty 3431.501277 = -4244953.691429
  nChanged 268
		SP:Iteration 22Q (64109.170000 sec): 3 clusters
  Score: Raw -4248547.530074 + Penalty 3431.501277 = -4245116.028798
  nChanged 209
		SP:Iteration 23Q (64109.500000 sec): 3 clusters
  Score: Raw -4248657.780282 + Penalty 3431.501277 = -4245226.279006
  nChanged 173
		SP:Iteration 24Q (64109.820000 sec): 3 clusters
  Score: Raw -4248744.293501 + Penalty 3431.501277 = -4245312.792225
  nChanged 136
		SP:Iteration 25Q (64110.160000 sec): 3 clusters
  Score: Raw -4248805.418251 + Penalty 3431.501277 = -4245373.916974
  nChanged 86
		SP:Iteration 26Q (64110.550000 sec): 3 clusters
  Score: Raw -4248836.533225 + Penalty 3431.501277 = -4245405.031948
  nChanged 59
		SP:Iteration 27Q (64110.880000 sec): 3 clusters
  Score: Raw -4248858.769307 + Penalty 3431.501277 = -4245427.268031
  nChanged 49
		SP:Iteration 28Q (64111.260000 sec): 3 clusters
  Score: Raw -4248875.052245 + Penalty 3431.501277 = -4245443.550969
  nChanged 33
		SP:Iteration 29Q (64111.650000 sec): 3 clusters
  Score: Raw -4248886.951091 + Penalty 3431.501277 = -4245455.449815
  nChanged 31
		SP:Iteration 30Q (64112.000000 sec): 3 clusters
  Score: Raw -4248897.164547 + Penalty 3431.501277 = -4245465.663270
  nChanged 21
		SP:Iteration 31Q (64112.340000 sec): 3 clusters
  Score: Raw -4248905.207976 + Penalty 3431.501277 = -4245473.706700
  nChanged 19
		SP:Iteration 32Q (64112.740000 sec): 3 clusters
  Score: Raw -4248912.033956 + Penalty 3431.501277 = -4245480.532679
  nChanged 14
		SP:Iteration 33Q (64113.070000 sec): 3 clusters
  Score: Raw -4248915.289792 + Penalty 3431.501277 = -4245483.788515
  nChanged 9
		SP:Iteration 34Q (64113.440000 sec): 3 clusters
  Score: Raw -4248917.652894 + Penalty 3431.501277 = -4245486.151617
  nChanged 12
		SP:Iteration 35Q (64113.850000 sec): 3 clusters
  Score: Raw -4248920.476784 + Penalty 3431.501277 = -4245488.975507
  nChanged 6
		SP:Iteration 36Q (64114.210000 sec): 3 clusters
  Score: Raw -4248921.815233 + Penalty 3431.501277 = -4245490.313956
  nChanged 6
		SP:Iteration 37Q (64114.580000 sec): 3 clusters
  Score: Raw -4248923.056806 + Penalty 3431.501277 = -4245491.555529
  nChanged 7
		SP:Iteration 38Q (64114.960000 sec): 3 clusters
  Score: Raw -4248924.557645 + Penalty 3431.501277 = -4245493.056368
  nChanged 4
		SP:Iteration 39Q (64115.370000 sec): 3 clusters
  Score: Raw -4248925.352543 + Penalty 3431.501277 = -4245493.851266
  nChanged 2
		SP:Iteration 40F (64115.830000 sec): 3 clusters
  Score: Raw -4248925.893328 + Penalty 3431.501277 = -4245494.392051
  nChanged 3
		SP:Iteration 41Q (64116.180000 sec): 3 clusters
  Score: Raw -4248926.775582 + Penalty 3431.501277 = -4245495.274305
  nChanged 5
		SP:Iteration 42Q (64116.550000 sec): 3 clusters
  Score: Raw -4248927.937127 + Penalty 3431.501277 = -4245496.435850
  nChanged 3
		SP:Iteration 43Q (64116.910000 sec): 3 clusters
  Score: Raw -4248928.380765 + Penalty 3431.501277 = -4245496.879489
  nChanged 2
		SP:Iteration 44Q (64117.360000 sec): 3 clusters
  Score: Raw -4248929.343990 + Penalty 3431.501277 = -4245497.842713
  nChanged 3
		SP:Iteration 45Q (64117.700000 sec): 3 clusters
  Score: Raw -4248929.902467 + Penalty 3431.501277 = -4245498.401190
  nChanged 3
		SP:Iteration 46Q (64118.140000 sec): 3 clusters
  Score: Raw -4248930.601870 + Penalty 3431.501277 = -4245499.100593
  nChanged 1
		SP:Iteration 47Q (64118.520000 sec): 3 clusters
  Score: Raw -4248930.736576 + Penalty 3431.501277 = -4245499.235300
  nChanged 1
		SP:Iteration 48Q (64118.960000 sec): 3 clusters
  Score: Raw -4248930.939579 + Penalty 3431.501277 = -4245499.438302
  nChanged 1
		SP:Iteration 49Q (64119.280000 sec): 3 clusters
  Score: Raw -4248931.215245 + Penalty 3431.501277 = -4245499.713968
  nChanged 0
		SP:Iteration 50F (64119.760000 sec): 3 clusters
  Score: Raw -4248931.215245 + Penalty 3431.501277 = -4245499.713968
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64119.930000 sec): 2 clusters
  Score: Raw -1173330.775827 + Penalty 1507.978296 = -1171822.797531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64120.220000 sec): 3 clusters
  Score: Raw -1167236.099752 + Penalty 3015.956591 = -1164220.143160
  nChanged 4638
		SP:Iteration 1F (64120.450000 sec): 3 clusters
  Score: Raw -1169773.910782 + Penalty 3015.956591 = -1166757.954191
  nChanged 728
		SP:Iteration 2F (64120.690000 sec): 3 clusters
  Score: Raw -1170156.996847 + Penalty 3015.956591 = -1167141.040255
  nChanged 603
		SP:Iteration 3F (64120.940000 sec): 3 clusters
  Score: Raw -1170486.491213 + Penalty 3015.956591 = -1167470.534621
  nChanged 564
		SP:Iteration 4F (64121.220000 sec): 3 clusters
  Score: Raw -1170830.569395 + Penalty 3015.956591 = -1167814.612804
  nChanged 618
		SP:Iteration 5F (64121.480000 sec): 3 clusters
  Score: Raw -1171235.626725 + Penalty 3015.956591 = -1168219.670134
  nChanged 582
		SP:Iteration 6F (64121.700000 sec): 3 clusters
  Score: Raw -1171657.227667 + Penalty 3015.956591 = -1168641.271076
  nChanged 579
		SP:Iteration 7F (64121.910000 sec): 3 clusters
  Score: Raw -1172085.464590 + Penalty 3015.956591 = -1169069.507999
  nChanged 539
		SP:Iteration 8F (64122.150000 sec): 3 clusters
  Score: Raw -1172511.500397 + Penalty 3015.956591 = -1169495.543806
  nChanged 473
		SP:Iteration 9Q (64122.410000 sec): 3 clusters
  Score: Raw -1172867.529544 + Penalty 3015.956591 = -1169851.572952
  nChanged 405
		SP:Iteration 10Q (64122.630000 sec): 3 clusters
  Score: Raw -1173156.903427 + Penalty 3015.956591 = -1170140.946836
  nChanged 327
		SP:Iteration 11Q (64122.900000 sec): 3 clusters
  Score: Raw -1173356.243414 + Penalty 3015.956591 = -1170340.286823
  nChanged 267
		SP:Iteration 12Q (64123.160000 sec): 3 clusters
  Score: Raw -1173501.571262 + Penalty 3015.956591 = -1170485.614671
  nChanged 214
		SP:Iteration 13Q (64123.470000 sec): 3 clusters
  Score: Raw -1173601.230313 + Penalty 3015.956591 = -1170585.273722
  nChanged 196
		SP:Iteration 14Q (64123.700000 sec): 3 clusters
  Score: Raw -1173699.540470 + Penalty 3015.956591 = -1170683.583879
  nChanged 161
		SP:Iteration 15Q (64123.900000 sec): 3 clusters
  Score: Raw -1173767.584800 + Penalty 3015.956591 = -1170751.628209
  nChanged 132
		SP:Iteration 16Q (64124.150000 sec): 3 clusters
  Score: Raw -1173818.477245 + Penalty 3015.956591 = -1170802.520653
  nChanged 115
		SP:Iteration 17Q (64124.420000 sec): 3 clusters
  Score: Raw -1173867.357771 + Penalty 3015.956591 = -1170851.401180
  nChanged 101
		SP:Iteration 18Q (64124.680000 sec): 3 clusters
  Score: Raw -1173903.826086 + Penalty 3015.956591 = -1170887.869495
  nChanged 86
		SP:Iteration 19Q (64124.940000 sec): 3 clusters
  Score: Raw -1173929.442960 + Penalty 3015.956591 = -1170913.486369
  nChanged 81
		SP:Iteration 20F (64125.180000 sec): 3 clusters
  Score: Raw -1173952.282098 + Penalty 3015.956591 = -1170936.325507
  nChanged 78
		SP:Iteration 21Q (64125.480000 sec): 3 clusters
  Score: Raw -1173970.380102 + Penalty 3015.956591 = -1170954.423510
  nChanged 54
		SP:Iteration 22Q (64125.740000 sec): 3 clusters
  Score: Raw -1173983.803209 + Penalty 3015.956591 = -1170967.846617
  nChanged 54
		SP:Iteration 23Q (64125.950000 sec): 3 clusters
  Score: Raw -1173996.699157 + Penalty 3015.956591 = -1170980.742566
  nChanged 53
		SP:Iteration 24Q (64126.240000 sec): 3 clusters
  Score: Raw -1174008.352252 + Penalty 3015.956591 = -1170992.395661
  nChanged 43
		SP:Iteration 25Q (64126.500000 sec): 3 clusters
  Score: Raw -1174018.696592 + Penalty 3015.956591 = -1171002.740000
  nChanged 39
		SP:Iteration 26Q (64126.720000 sec): 3 clusters
  Score: Raw -1174027.429980 + Penalty 3015.956591 = -1171011.473389
  nChanged 33
		SP:Iteration 27Q (64126.960000 sec): 3 clusters
  Score: Raw -1174032.928513 + Penalty 3015.956591 = -1171016.971922
  nChanged 28
		SP:Iteration 28Q (64127.210000 sec): 3 clusters
  Score: Raw -1174037.239354 + Penalty 3015.956591 = -1171021.282762
  nChanged 23
		SP:Iteration 29Q (64127.450000 sec): 3 clusters
  Score: Raw -1174040.967961 + Penalty 3015.956591 = -1171025.011369
  nChanged 19
		SP:Iteration 30Q (64127.730000 sec): 3 clusters
  Score: Raw -1174043.721963 + Penalty 3015.956591 = -1171027.765372
  nChanged 22
		SP:Iteration 31Q (64127.960000 sec): 3 clusters
  Score: Raw -1174047.120039 + Penalty 3015.956591 = -1171031.163448
  nChanged 22
		SP:Iteration 32Q (64128.250000 sec): 3 clusters
  Score: Raw -1174049.900533 + Penalty 3015.956591 = -1171033.943942
  nChanged 16
		SP:Iteration 33Q (64128.440000 sec): 3 clusters
  Score: Raw -1174052.202684 + Penalty 3015.956591 = -1171036.246092
  nChanged 14
		SP:Iteration 34Q (64128.700000 sec): 3 clusters
  Score: Raw -1174054.594604 + Penalty 3015.956591 = -1171038.638012
  nChanged 13
		SP:Iteration 35Q (64128.940000 sec): 3 clusters
  Score: Raw -1174055.848658 + Penalty 3015.956591 = -1171039.892066
  nChanged 8
		SP:Iteration 36Q (64129.180000 sec): 3 clusters
  Score: Raw -1174056.754586 + Penalty 3015.956591 = -1171040.797995
  nChanged 8
		SP:Iteration 37Q (64129.380000 sec): 3 clusters
  Score: Raw -1174057.550000 + Penalty 3015.956591 = -1171041.593409
  nChanged 6
		SP:Iteration 38Q (64129.620000 sec): 3 clusters
  Score: Raw -1174058.475549 + Penalty 3015.956591 = -1171042.518957
  nChanged 4
		SP:Iteration 39Q (64129.890000 sec): 3 clusters
  Score: Raw -1174058.958991 + Penalty 3015.956591 = -1171043.002400
  nChanged 3
		SP:Iteration 40F (64130.110000 sec): 3 clusters
  Score: Raw -1174059.178956 + Penalty 3015.956591 = -1171043.222365
  nChanged 2
		SP:Iteration 41Q (64130.320000 sec): 3 clusters
  Score: Raw -1174059.493489 + Penalty 3015.956591 = -1171043.536897
  nChanged 5
		SP:Iteration 42Q (64130.580000 sec): 3 clusters
  Score: Raw -1174060.260005 + Penalty 3015.956591 = -1171044.303414
  nChanged 8
		SP:Iteration 43Q (64130.890000 sec): 3 clusters
  Score: Raw -1174061.152147 + Penalty 3015.956591 = -1171045.195556
  nChanged 2
		SP:Iteration 44Q (64131.190000 sec): 3 clusters
  Score: Raw -1174061.303540 + Penalty 3015.956591 = -1171045.346949
  nChanged 1
		SP:Iteration 45Q (64131.520000 sec): 3 clusters
  Score: Raw -1174061.345827 + Penalty 3015.956591 = -1171045.389236
  nChanged 0
		SP:Iteration 46F (64131.750000 sec): 3 clusters
  Score: Raw -1174061.345827 + Penalty 3015.956591 = -1171045.389236
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (18090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64131.940000 sec): 2 clusters
  Score: Raw -2076682.349393 + Penalty 1593.006119 = -2075089.343274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64132.180000 sec): 3 clusters
  Score: Raw -2065937.730290 + Penalty 3186.012238 = -2062751.718052
  nChanged 8132
		SP:Iteration 1F (64132.520000 sec): 3 clusters
  Score: Raw -2070543.751498 + Penalty 3186.012238 = -2067357.739260
  nChanged 943
		SP:Iteration 2F (64132.850000 sec): 3 clusters
  Score: Raw -2070926.321071 + Penalty 3186.012238 = -2067740.308833
  nChanged 884
		SP:Iteration 3Q (64133.110000 sec): 3 clusters
  Score: Raw -2071313.664065 + Penalty 3186.012238 = -2068127.651827
  nChanged 836
		SP:Iteration 4Q (64133.420000 sec): 3 clusters
  Score: Raw -2071709.447740 + Penalty 3186.012238 = -2068523.435502
  nChanged 832
		SP:Iteration 5Q (64133.670000 sec): 3 clusters
  Score: Raw -2072122.392632 + Penalty 3186.012238 = -2068936.380394
  nChanged 845
		SP:Iteration 6Q (64134.010000 sec): 3 clusters
  Score: Raw -2072542.722285 + Penalty 3186.012238 = -2069356.710047
  nChanged 815
		SP:Iteration 7Q (64134.320000 sec): 3 clusters
  Score: Raw -2072990.982195 + Penalty 3186.012238 = -2069804.969957
  nChanged 855
		SP:Iteration 8Q (64134.650000 sec): 3 clusters
  Score: Raw -2073473.972860 + Penalty 3186.012238 = -2070287.960622
  nChanged 816
		SP:Iteration 9Q (64134.910000 sec): 3 clusters
  Score: Raw -2073940.568284 + Penalty 3186.012238 = -2070754.556046
  nChanged 753
		SP:Iteration 10Q (64135.170000 sec): 3 clusters
  Score: Raw -2074390.189060 + Penalty 3186.012238 = -2071204.176822
  nChanged 714
		SP:Iteration 11Q (64135.470000 sec): 3 clusters
  Score: Raw -2074756.803357 + Penalty 3186.012238 = -2071570.791119
  nChanged 557
		SP:Iteration 12Q (64135.840000 sec): 3 clusters
  Score: Raw -2075006.254041 + Penalty 3186.012238 = -2071820.241803
  nChanged 487
		SP:Iteration 13Q (64136.140000 sec): 3 clusters
  Score: Raw -2075213.281596 + Penalty 3186.012238 = -2072027.269358
  nChanged 444
		SP:Iteration 14Q (64136.400000 sec): 3 clusters
  Score: Raw -2075394.318304 + Penalty 3186.012238 = -2072208.306066
  nChanged 400
		SP:Iteration 15Q (64136.730000 sec): 3 clusters
  Score: Raw -2075541.187458 + Penalty 3186.012238 = -2072355.175220
  nChanged 346
		SP:Iteration 16Q (64137.050000 sec): 3 clusters
  Score: Raw -2075666.277184 + Penalty 3186.012238 = -2072480.264946
  nChanged 331
		SP:Iteration 17Q (64137.350000 sec): 3 clusters
  Score: Raw -2075771.884365 + Penalty 3186.012238 = -2072585.872127
  nChanged 287
		SP:Iteration 18Q (64137.650000 sec): 3 clusters
  Score: Raw -2075848.507981 + Penalty 3186.012238 = -2072662.495743
  nChanged 220
		SP:Iteration 19Q (64137.930000 sec): 3 clusters
  Score: Raw -2075895.127999 + Penalty 3186.012238 = -2072709.115761
  nChanged 178
		SP:Iteration 20F (64138.250000 sec): 3 clusters
  Score: Raw -2075935.042877 + Penalty 3186.012238 = -2072749.030639
  nChanged 170
		SP:Iteration 21Q (64138.510000 sec): 3 clusters
  Score: Raw -2075974.744420 + Penalty 3186.012238 = -2072788.732182
  nChanged 185
		SP:Iteration 22Q (64138.800000 sec): 3 clusters
  Score: Raw -2076020.233092 + Penalty 3186.012238 = -2072834.220854
  nChanged 179
		SP:Iteration 23Q (64139.120000 sec): 3 clusters
  Score: Raw -2076060.445559 + Penalty 3186.012238 = -2072874.433321
  nChanged 169
		SP:Iteration 24Q (64139.410000 sec): 3 clusters
  Score: Raw -2076093.499717 + Penalty 3186.012238 = -2072907.487479
  nChanged 155
		SP:Iteration 25Q (64139.720000 sec): 3 clusters
  Score: Raw -2076122.813859 + Penalty 3186.012238 = -2072936.801621
  nChanged 138
		SP:Iteration 26Q (64140.030000 sec): 3 clusters
  Score: Raw -2076149.112001 + Penalty 3186.012238 = -2072963.099763
  nChanged 136
		SP:Iteration 27Q (64140.290000 sec): 3 clusters
  Score: Raw -2076176.693805 + Penalty 3186.012238 = -2072990.681567
  nChanged 134
		SP:Iteration 28Q (64140.590000 sec): 3 clusters
  Score: Raw -2076202.940721 + Penalty 3186.012238 = -2073016.928483
  nChanged 131
		SP:Iteration 29Q (64140.870000 sec): 3 clusters
  Score: Raw -2076228.059491 + Penalty 3186.012238 = -2073042.047253
  nChanged 122
		SP:Iteration 30Q (64141.120000 sec): 3 clusters
  Score: Raw -2076248.891021 + Penalty 3186.012238 = -2073062.878783
  nChanged 104
		SP:Iteration 31Q (64141.390000 sec): 3 clusters
  Score: Raw -2076265.829495 + Penalty 3186.012238 = -2073079.817257
  nChanged 104
		SP:Iteration 32Q (64141.630000 sec): 3 clusters
  Score: Raw -2076283.230507 + Penalty 3186.012238 = -2073097.218269
  nChanged 96
		SP:Iteration 33Q (64141.950000 sec): 3 clusters
  Score: Raw -2076299.536830 + Penalty 3186.012238 = -2073113.524592
  nChanged 86
		SP:Iteration 34Q (64142.220000 sec): 3 clusters
  Score: Raw -2076312.637910 + Penalty 3186.012238 = -2073126.625672
  nChanged 88
		SP:Iteration 35Q (64142.570000 sec): 3 clusters
  Score: Raw -2076323.815600 + Penalty 3186.012238 = -2073137.803362
  nChanged 64
		SP:Iteration 36Q (64142.890000 sec): 3 clusters
  Score: Raw -2076332.129673 + Penalty 3186.012238 = -2073146.117435
  nChanged 72
		SP:Iteration 37Q (64143.180000 sec): 3 clusters
  Score: Raw -2076341.812047 + Penalty 3186.012238 = -2073155.799809
  nChanged 64
		SP:Iteration 38Q (64143.440000 sec): 3 clusters
  Score: Raw -2076348.891934 + Penalty 3186.012238 = -2073162.879696
  nChanged 56
		SP:Iteration 39Q (64143.750000 sec): 3 clusters
  Score: Raw -2076355.276624 + Penalty 3186.012238 = -2073169.264386
  nChanged 44
		SP:Iteration 40F (64144.080000 sec): 3 clusters
  Score: Raw -2076359.660615 + Penalty 3186.012238 = -2073173.648377
  nChanged 50
		SP:Iteration 41Q (64144.410000 sec): 3 clusters
  Score: Raw -2076364.842490 + Penalty 3186.012238 = -2073178.830252
  nChanged 49
		SP:Iteration 42Q (64144.690000 sec): 3 clusters
  Score: Raw -2076369.442995 + Penalty 3186.012238 = -2073183.430757
  nChanged 43
		SP:Iteration 43Q (64144.960000 sec): 3 clusters
  Score: Raw -2076373.022249 + Penalty 3186.012238 = -2073187.010012
  nChanged 35
		SP:Iteration 44Q (64145.250000 sec): 3 clusters
  Score: Raw -2076375.893024 + Penalty 3186.012238 = -2073189.880786
  nChanged 41
		SP:Iteration 45Q (64145.490000 sec): 3 clusters
  Score: Raw -2076379.090592 + Penalty 3186.012238 = -2073193.078354
  nChanged 41
		SP:Iteration 46Q (64145.760000 sec): 3 clusters
  Score: Raw -2076382.778407 + Penalty 3186.012238 = -2073196.766169
  nChanged 32
		SP:Iteration 47Q (64146.080000 sec): 3 clusters
  Score: Raw -2076385.190249 + Penalty 3186.012238 = -2073199.178011
  nChanged 23
		SP:Iteration 48Q (64146.370000 sec): 3 clusters
  Score: Raw -2076386.510323 + Penalty 3186.012238 = -2073200.498085
  nChanged 23
		SP:Iteration 49Q (64146.680000 sec): 3 clusters
  Score: Raw -2076388.038807 + Penalty 3186.012238 = -2073202.026569
  nChanged 16
		SP:Iteration 50Q (64146.990000 sec): 3 clusters
  Score: Raw -2076389.305674 + Penalty 3186.012238 = -2073203.293436
  nChanged 25
		SP:Iteration 51Q (64147.310000 sec): 3 clusters
  Score: Raw -2076391.014674 + Penalty 3186.012238 = -2073205.002436
  nChanged 18
		SP:Iteration 52Q (64147.620000 sec): 3 clusters
  Score: Raw -2076392.164850 + Penalty 3186.012238 = -2073206.152612
  nChanged 16
		SP:Iteration 53Q (64147.910000 sec): 3 clusters
  Score: Raw -2076392.882035 + Penalty 3186.012238 = -2073206.869797
  nChanged 11
		SP:Iteration 54Q (64148.190000 sec): 3 clusters
  Score: Raw -2076393.284833 + Penalty 3186.012238 = -2073207.272595
  nChanged 8
		SP:Iteration 55Q (64148.490000 sec): 3 clusters
  Score: Raw -2076393.666660 + Penalty 3186.012238 = -2073207.654422
  nChanged 9
		SP:Iteration 56Q (64148.720000 sec): 3 clusters
  Score: Raw -2076394.169533 + Penalty 3186.012238 = -2073208.157295
  nChanged 11
		SP:Iteration 57Q (64148.990000 sec): 3 clusters
  Score: Raw -2076394.894820 + Penalty 3186.012238 = -2073208.882582
  nChanged 8
		SP:Iteration 58Q (64149.320000 sec): 3 clusters
  Score: Raw -2076395.413002 + Penalty 3186.012238 = -2073209.400764
  nChanged 8
		SP:Iteration 59Q (64149.570000 sec): 3 clusters
  Score: Raw -2076395.829951 + Penalty 3186.012238 = -2073209.817713
  nChanged 10
		SP:Iteration 60F (64149.830000 sec): 3 clusters
  Score: Raw -2076396.263243 + Penalty 3186.012238 = -2073210.251005
  nChanged 9
		SP:Iteration 61Q (64150.100000 sec): 3 clusters
  Score: Raw -2076396.743312 + Penalty 3186.012238 = -2073210.731074
  nChanged 9
		SP:Iteration 62Q (64150.370000 sec): 3 clusters
  Score: Raw -2076397.247808 + Penalty 3186.012238 = -2073211.235570
  nChanged 10
		SP:Iteration 63Q (64150.640000 sec): 3 clusters
  Score: Raw -2076397.888155 + Penalty 3186.012238 = -2073211.875917
  nChanged 7
		SP:Iteration 64Q (64150.910000 sec): 3 clusters
  Score: Raw -2076398.293250 + Penalty 3186.012238 = -2073212.281012
  nChanged 10
		SP:Iteration 65Q (64151.220000 sec): 3 clusters
  Score: Raw -2076399.086053 + Penalty 3186.012238 = -2073213.073815
  nChanged 15
		SP:Iteration 66Q (64151.490000 sec): 3 clusters
  Score: Raw -2076400.193966 + Penalty 3186.012238 = -2073214.181728
  nChanged 16
		SP:Iteration 67Q (64151.710000 sec): 3 clusters
  Score: Raw -2076401.120080 + Penalty 3186.012238 = -2073215.107842
  nChanged 13
		SP:Iteration 68Q (64152.030000 sec): 3 clusters
  Score: Raw -2076401.818455 + Penalty 3186.012238 = -2073215.806217
  nChanged 17
		SP:Iteration 69Q (64152.290000 sec): 3 clusters
  Score: Raw -2076403.142847 + Penalty 3186.012238 = -2073217.130609
  nChanged 23
		SP:Iteration 70Q (64152.550000 sec): 3 clusters
  Score: Raw -2076404.977102 + Penalty 3186.012238 = -2073218.964864
  nChanged 23
		SP:Iteration 71Q (64152.820000 sec): 3 clusters
  Score: Raw -2076406.555735 + Penalty 3186.012238 = -2073220.543497
  nChanged 17
		SP:Iteration 72Q (64153.060000 sec): 3 clusters
  Score: Raw -2076408.024374 + Penalty 3186.012238 = -2073222.012136
  nChanged 20
		SP:Iteration 73Q (64153.300000 sec): 3 clusters
  Score: Raw -2076409.420023 + Penalty 3186.012238 = -2073223.407785
  nChanged 20
		SP:Iteration 74Q (64153.580000 sec): 3 clusters
  Score: Raw -2076410.532495 + Penalty 3186.012238 = -2073224.520257
  nChanged 15
		SP:Iteration 75Q (64153.860000 sec): 3 clusters
  Score: Raw -2076411.432421 + Penalty 3186.012238 = -2073225.420183
  nChanged 13
		SP:Iteration 76Q (64154.100000 sec): 3 clusters
  Score: Raw -2076412.155338 + Penalty 3186.012238 = -2073226.143100
  nChanged 10
		SP:Iteration 77Q (64154.340000 sec): 3 clusters
  Score: Raw -2076412.757562 + Penalty 3186.012238 = -2073226.745324
  nChanged 13
		SP:Iteration 78Q (64154.580000 sec): 3 clusters
  Score: Raw -2076413.307023 + Penalty 3186.012238 = -2073227.294785
  nChanged 9
		SP:Iteration 79Q (64154.860000 sec): 3 clusters
  Score: Raw -2076413.813799 + Penalty 3186.012238 = -2073227.801561
  nChanged 10
		SP:Iteration 80F (64155.110000 sec): 3 clusters
  Score: Raw -2076414.317922 + Penalty 3186.012238 = -2073228.305684
  nChanged 6
		SP:Iteration 81Q (64155.410000 sec): 3 clusters
  Score: Raw -2076414.683177 + Penalty 3186.012238 = -2073228.670939
  nChanged 6
		SP:Iteration 82Q (64155.670000 sec): 3 clusters
  Score: Raw -2076414.996013 + Penalty 3186.012238 = -2073228.983775
  nChanged 4
		SP:Iteration 83Q (64155.940000 sec): 3 clusters
  Score: Raw -2076415.190904 + Penalty 3186.012238 = -2073229.178666
  nChanged 4
		SP:Iteration 84Q (64156.220000 sec): 3 clusters
  Score: Raw -2076415.395983 + Penalty 3186.012238 = -2073229.383745
  nChanged 5
		SP:Iteration 85Q (64156.500000 sec): 3 clusters
  Score: Raw -2076415.645322 + Penalty 3186.012238 = -2073229.633084
  nChanged 7
		SP:Iteration 86Q (64156.740000 sec): 3 clusters
  Score: Raw -2076415.988374 + Penalty 3186.012238 = -2073229.976136
  nChanged 6
		SP:Iteration 87Q (64156.980000 sec): 3 clusters
  Score: Raw -2076416.263263 + Penalty 3186.012238 = -2073230.251025
  nChanged 6
		SP:Iteration 88Q (64157.300000 sec): 3 clusters
  Score: Raw -2076416.515145 + Penalty 3186.012238 = -2073230.502907
  nChanged 2
		SP:Iteration 89Q (64157.570000 sec): 3 clusters
  Score: Raw -2076416.625313 + Penalty 3186.012238 = -2073230.613075
  nChanged 2
		SP:Iteration 90Q (64157.820000 sec): 3 clusters
  Score: Raw -2076416.722177 + Penalty 3186.012238 = -2073230.709939
  nChanged 5
		SP:Iteration 91Q (64158.090000 sec): 3 clusters
  Score: Raw -2076417.006305 + Penalty 3186.012238 = -2073230.994067
  nChanged 9
		SP:Iteration 92Q (64158.340000 sec): 3 clusters
  Score: Raw -2076417.485777 + Penalty 3186.012238 = -2073231.473539
  nChanged 10
		SP:Iteration 93Q (64158.630000 sec): 3 clusters
  Score: Raw -2076417.986937 + Penalty 3186.012238 = -2073231.974699
  nChanged 8
		SP:Iteration 94Q (64158.920000 sec): 3 clusters
  Score: Raw -2076418.413569 + Penalty 3186.012238 = -2073232.401331
  nChanged 7
		SP:Iteration 95Q (64159.190000 sec): 3 clusters
  Score: Raw -2076419.041545 + Penalty 3186.012238 = -2073233.029307
  nChanged 12
		SP:Iteration 96Q (64159.440000 sec): 3 clusters
  Score: Raw -2076420.274419 + Penalty 3186.012238 = -2073234.262181
  nChanged 13
		SP:Iteration 97Q (64159.710000 sec): 3 clusters
  Score: Raw -2076421.370508 + Penalty 3186.012238 = -2073235.358270
  nChanged 16
		SP:Iteration 98Q (64159.980000 sec): 3 clusters
  Score: Raw -2076422.333371 + Penalty 3186.012238 = -2073236.321133
  nChanged 14
		SP:Iteration 99Q (64160.250000 sec): 3 clusters
  Score: Raw -2076423.035136 + Penalty 3186.012238 = -2073237.022898
  nChanged 11
		SP:Iteration 100F (64160.520000 sec): 3 clusters
  Score: Raw -2076423.729255 + Penalty 3186.012238 = -2073237.717017
  nChanged 11
		SP:Iteration 101Q (64160.790000 sec): 3 clusters
  Score: Raw -2076424.515067 + Penalty 3186.012238 = -2073238.502829
  nChanged 8
		SP:Iteration 102Q (64161.060000 sec): 3 clusters
  Score: Raw -2076425.006817 + Penalty 3186.012238 = -2073238.994579
  nChanged 7
		SP:Iteration 103Q (64161.370000 sec): 3 clusters
  Score: Raw -2076425.534578 + Penalty 3186.012238 = -2073239.522340
  nChanged 10
		SP:Iteration 104Q (64161.640000 sec): 3 clusters
  Score: Raw -2076426.057710 + Penalty 3186.012238 = -2073240.045472
  nChanged 8
		SP:Iteration 105Q (64161.930000 sec): 3 clusters
  Score: Raw -2076426.380735 + Penalty 3186.012238 = -2073240.368497
  nChanged 6
		SP:Iteration 106Q (64162.150000 sec): 3 clusters
  Score: Raw -2076426.777586 + Penalty 3186.012238 = -2073240.765348
  nChanged 7
		SP:Iteration 107Q (64162.410000 sec): 3 clusters
  Score: Raw -2076427.147985 + Penalty 3186.012238 = -2073241.135747
  nChanged 8
		SP:Iteration 108Q (64162.670000 sec): 3 clusters
  Score: Raw -2076427.949066 + Penalty 3186.012238 = -2073241.936828
  nChanged 14
		SP:Iteration 109Q (64162.940000 sec): 3 clusters
  Score: Raw -2076429.125637 + Penalty 3186.012238 = -2073243.113399
  nChanged 12
		SP:Iteration 110Q (64163.220000 sec): 3 clusters
  Score: Raw -2076429.837482 + Penalty 3186.012238 = -2073243.825244
  nChanged 9
		SP:Iteration 111Q (64163.460000 sec): 3 clusters
  Score: Raw -2076430.440537 + Penalty 3186.012238 = -2073244.428299
  nChanged 7
		SP:Iteration 112Q (64163.700000 sec): 3 clusters
  Score: Raw -2076430.764674 + Penalty 3186.012238 = -2073244.752436
  nChanged 10
		SP:Iteration 113Q (64163.950000 sec): 3 clusters
  Score: Raw -2076431.159289 + Penalty 3186.012238 = -2073245.147051
  nChanged 7
		SP:Iteration 114Q (64164.190000 sec): 3 clusters
  Score: Raw -2076431.617882 + Penalty 3186.012238 = -2073245.605644
  nChanged 7
		SP:Iteration 115Q (64164.460000 sec): 3 clusters
  Score: Raw -2076431.940249 + Penalty 3186.012238 = -2073245.928011
  nChanged 7
		SP:Iteration 116Q (64164.720000 sec): 3 clusters
  Score: Raw -2076432.195346 + Penalty 3186.012238 = -2073246.183108
  nChanged 3
		SP:Iteration 117Q (64165.050000 sec): 3 clusters
  Score: Raw -2076432.357707 + Penalty 3186.012238 = -2073246.345469
  nChanged 3
		SP:Iteration 118Q (64165.310000 sec): 3 clusters
  Score: Raw -2076432.518100 + Penalty 3186.012238 = -2073246.505862
  nChanged 1
		SP:Iteration 119Q (64165.600000 sec): 3 clusters
  Score: Raw -2076432.541730 + Penalty 3186.012238 = -2073246.529492
  nChanged 3
		SP:Iteration 120F (64165.890000 sec): 3 clusters
  Score: Raw -2076432.628677 + Penalty 3186.012238 = -2073246.616439
  nChanged 2
		SP:Iteration 121Q (64166.220000 sec): 3 clusters
  Score: Raw -2076432.760109 + Penalty 3186.012238 = -2073246.747871
  nChanged 3
		SP:Iteration 122Q (64166.550000 sec): 3 clusters
  Score: Raw -2076432.895883 + Penalty 3186.012238 = -2073246.883645
  nChanged 2
		SP:Iteration 123Q (64166.800000 sec): 3 clusters
  Score: Raw -2076432.987181 + Penalty 3186.012238 = -2073246.974943
  nChanged 0
		SP:Iteration 124F (64167.110000 sec): 3 clusters
  Score: Raw -2076432.987181 + Penalty 3186.012238 = -2073246.974943
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (17000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64167.280000 sec): 2 clusters
  Score: Raw -1770147.598795 + Penalty 1582.907401 = -1768564.691394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64167.610000 sec): 3 clusters
  Score: Raw -1759996.899444 + Penalty 3165.814802 = -1756831.084641
  nChanged 7641
		SP:Iteration 1F (64167.880000 sec): 3 clusters
  Score: Raw -1764289.559754 + Penalty 3165.814802 = -1761123.744952
  nChanged 974
		SP:Iteration 2F (64168.120000 sec): 3 clusters
  Score: Raw -1764724.176202 + Penalty 3165.814802 = -1761558.361399
  nChanged 888
		SP:Iteration 3F (64168.410000 sec): 3 clusters
  Score: Raw -1765156.721797 + Penalty 3165.814802 = -1761990.906995
  nChanged 904
		SP:Iteration 4F (64168.660000 sec): 3 clusters
  Score: Raw -1765635.014126 + Penalty 3165.814802 = -1762469.199323
  nChanged 905
		SP:Iteration 5F (64168.980000 sec): 3 clusters
  Score: Raw -1766123.732384 + Penalty 3165.814802 = -1762957.917582
  nChanged 877
		SP:Iteration 6F (64169.260000 sec): 3 clusters
  Score: Raw -1766605.073072 + Penalty 3165.814802 = -1763439.258269
  nChanged 810
		SP:Iteration 7Q (64169.550000 sec): 3 clusters
  Score: Raw -1767021.530176 + Penalty 3165.814802 = -1763855.715374
  nChanged 757
		SP:Iteration 8Q (64169.810000 sec): 3 clusters
  Score: Raw -1767450.413742 + Penalty 3165.814802 = -1764284.598939
  nChanged 691
		SP:Iteration 9Q (64170.140000 sec): 3 clusters
  Score: Raw -1767839.800878 + Penalty 3165.814802 = -1764673.986075
  nChanged 620
		SP:Iteration 10Q (64170.470000 sec): 3 clusters
  Score: Raw -1768191.151011 + Penalty 3165.814802 = -1765025.336208
  nChanged 604
		SP:Iteration 11Q (64170.760000 sec): 3 clusters
  Score: Raw -1768515.630740 + Penalty 3165.814802 = -1765349.815938
  nChanged 542
		SP:Iteration 12Q (64171.030000 sec): 3 clusters
  Score: Raw -1768775.399121 + Penalty 3165.814802 = -1765609.584318
  nChanged 458
		SP:Iteration 13Q (64171.320000 sec): 3 clusters
  Score: Raw -1768969.497383 + Penalty 3165.814802 = -1765803.682581
  nChanged 350
		SP:Iteration 14Q (64171.630000 sec): 3 clusters
  Score: Raw -1769096.126016 + Penalty 3165.814802 = -1765930.311213
  nChanged 312
		SP:Iteration 15Q (64171.880000 sec): 3 clusters
  Score: Raw -1769204.066123 + Penalty 3165.814802 = -1766038.251321
  nChanged 248
		SP:Iteration 16Q (64172.230000 sec): 3 clusters
  Score: Raw -1769282.632090 + Penalty 3165.814802 = -1766116.817288
  nChanged 213
		SP:Iteration 17Q (64172.480000 sec): 3 clusters
  Score: Raw -1769354.174415 + Penalty 3165.814802 = -1766188.359612
  nChanged 198
		SP:Iteration 18Q (64172.780000 sec): 3 clusters
  Score: Raw -1769420.255450 + Penalty 3165.814802 = -1766254.440647
  nChanged 194
		SP:Iteration 19Q (64173.080000 sec): 3 clusters
  Score: Raw -1769490.079112 + Penalty 3165.814802 = -1766324.264309
  nChanged 193
		SP:Iteration 20F (64173.370000 sec): 3 clusters
  Score: Raw -1769550.783883 + Penalty 3165.814802 = -1766384.969080
  nChanged 185
		SP:Iteration 21Q (64173.720000 sec): 3 clusters
  Score: Raw -1769611.277588 + Penalty 3165.814802 = -1766445.462786
  nChanged 189
		SP:Iteration 22Q (64173.980000 sec): 3 clusters
  Score: Raw -1769671.925108 + Penalty 3165.814802 = -1766506.110305
  nChanged 183
		SP:Iteration 23Q (64174.240000 sec): 3 clusters
  Score: Raw -1769741.486016 + Penalty 3165.814802 = -1766575.671214
  nChanged 201
		SP:Iteration 24Q (64174.440000 sec): 3 clusters
  Score: Raw -1769824.245635 + Penalty 3165.814802 = -1766658.430833
  nChanged 194
		SP:Iteration 25Q (64174.710000 sec): 3 clusters
  Score: Raw -1769895.192045 + Penalty 3165.814802 = -1766729.377243
  nChanged 182
		SP:Iteration 26Q (64175.020000 sec): 3 clusters
  Score: Raw -1769966.430244 + Penalty 3165.814802 = -1766800.615441
  nChanged 173
		SP:Iteration 27Q (64175.280000 sec): 3 clusters
  Score: Raw -1770035.328112 + Penalty 3165.814802 = -1766869.513310
  nChanged 182
		SP:Iteration 28Q (64175.570000 sec): 3 clusters
  Score: Raw -1770104.716084 + Penalty 3165.814802 = -1766938.901281
  nChanged 159
		SP:Iteration 29Q (64175.860000 sec): 3 clusters
  Score: Raw -1770161.034216 + Penalty 3165.814802 = -1766995.219413
  nChanged 137
		SP:Iteration 30Q (64176.110000 sec): 3 clusters
  Score: Raw -1770205.774942 + Penalty 3165.814802 = -1767039.960140
  nChanged 149
		SP:Iteration 31Q (64176.400000 sec): 3 clusters
  Score: Raw -1770258.414844 + Penalty 3165.814802 = -1767092.600042
  nChanged 141
		SP:Iteration 32Q (64176.680000 sec): 3 clusters
  Score: Raw -1770315.937814 + Penalty 3165.814802 = -1767150.123011
  nChanged 131
		SP:Iteration 33Q (64176.920000 sec): 3 clusters
  Score: Raw -1770369.179226 + Penalty 3165.814802 = -1767203.364423
  nChanged 116
		SP:Iteration 34Q (64177.120000 sec): 3 clusters
  Score: Raw -1770425.485532 + Penalty 3165.814802 = -1767259.670730
  nChanged 137
		SP:Iteration 35Q (64177.380000 sec): 3 clusters
  Score: Raw -1770507.867295 + Penalty 3165.814802 = -1767342.052493
  nChanged 141
		SP:Iteration 36Q (64177.640000 sec): 3 clusters
  Score: Raw -1770617.663067 + Penalty 3165.814802 = -1767451.848265
  nChanged 138
		SP:Iteration 37Q (64177.840000 sec): 3 clusters
  Score: Raw -1770738.796315 + Penalty 3165.814802 = -1767572.981513
  nChanged 131
		SP:Iteration 38Q (64178.080000 sec): 3 clusters
  Score: Raw -1770844.750779 + Penalty 3165.814802 = -1767678.935976
  nChanged 105
		SP:Iteration 39Q (64178.340000 sec): 3 clusters
  Score: Raw -1770912.493800 + Penalty 3165.814802 = -1767746.678997
  nChanged 72
		SP:Iteration 40F (64178.570000 sec): 3 clusters
  Score: Raw -1770950.277390 + Penalty 3165.814802 = -1767784.462587
  nChanged 63
		SP:Iteration 41Q (64178.800000 sec): 3 clusters
  Score: Raw -1770979.022620 + Penalty 3165.814802 = -1767813.207817
  nChanged 47
		SP:Iteration 42Q (64179.100000 sec): 3 clusters
  Score: Raw -1770997.046654 + Penalty 3165.814802 = -1767831.231852
  nChanged 40
		SP:Iteration 43Q (64179.400000 sec): 3 clusters
  Score: Raw -1771010.551468 + Penalty 3165.814802 = -1767844.736666
  nChanged 22
		SP:Iteration 44Q (64179.650000 sec): 3 clusters
  Score: Raw -1771016.272024 + Penalty 3165.814802 = -1767850.457222
  nChanged 17
		SP:Iteration 45Q (64179.960000 sec): 3 clusters
  Score: Raw -1771022.412284 + Penalty 3165.814802 = -1767856.597481
  nChanged 16
		SP:Iteration 46Q (64180.170000 sec): 3 clusters
  Score: Raw -1771026.472598 + Penalty 3165.814802 = -1767860.657796
  nChanged 11
		SP:Iteration 47Q (64180.380000 sec): 3 clusters
  Score: Raw -1771030.171864 + Penalty 3165.814802 = -1767864.357062
  nChanged 9
		SP:Iteration 48Q (64180.680000 sec): 3 clusters
  Score: Raw -1771032.494803 + Penalty 3165.814802 = -1767866.680000
  nChanged 10
		SP:Iteration 49Q (64180.890000 sec): 3 clusters
  Score: Raw -1771034.491584 + Penalty 3165.814802 = -1767868.676781
  nChanged 8
		SP:Iteration 50Q (64181.160000 sec): 3 clusters
  Score: Raw -1771036.515636 + Penalty 3165.814802 = -1767870.700834
  nChanged 10
		SP:Iteration 51Q (64181.360000 sec): 3 clusters
  Score: Raw -1771038.441776 + Penalty 3165.814802 = -1767872.626974
  nChanged 7
		SP:Iteration 52Q (64181.620000 sec): 3 clusters
  Score: Raw -1771039.563875 + Penalty 3165.814802 = -1767873.749073
  nChanged 2
		SP:Iteration 53Q (64181.840000 sec): 3 clusters
  Score: Raw -1771039.832506 + Penalty 3165.814802 = -1767874.017704
  nChanged 1
		SP:Iteration 54Q (64182.040000 sec): 3 clusters
  Score: Raw -1771040.116264 + Penalty 3165.814802 = -1767874.301461
  nChanged 2
		SP:Iteration 55Q (64182.300000 sec): 3 clusters
  Score: Raw -1771040.542802 + Penalty 3165.814802 = -1767874.727999
  nChanged 1
		SP:Iteration 56Q (64182.530000 sec): 3 clusters
  Score: Raw -1771040.809286 + Penalty 3165.814802 = -1767874.994483
  nChanged 1
		SP:Iteration 57Q (64182.810000 sec): 3 clusters
  Score: Raw -1771041.151976 + Penalty 3165.814802 = -1767875.337174
  nChanged 2
		SP:Iteration 58Q (64183.100000 sec): 3 clusters
  Score: Raw -1771041.437021 + Penalty 3165.814802 = -1767875.622219
  nChanged 0
		SP:Iteration 59F (64183.360000 sec): 3 clusters
  Score: Raw -1771041.437021 + Penalty 3165.814802 = -1767875.622219
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (16147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64183.580000 sec): 2 clusters
  Score: Raw -1806349.846404 + Penalty 1574.542052 = -1804775.304352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64183.820000 sec): 3 clusters
  Score: Raw -1796772.861838 + Penalty 3149.084105 = -1793623.777733
  nChanged 7272
		SP:Iteration 1F (64184.080000 sec): 3 clusters
  Score: Raw -1800761.738161 + Penalty 3149.084105 = -1797612.654056
  nChanged 865
		SP:Iteration 2F (64184.390000 sec): 3 clusters
  Score: Raw -1801127.554336 + Penalty 3149.084105 = -1797978.470231
  nChanged 793
		SP:Iteration 3Q (64184.730000 sec): 3 clusters
  Score: Raw -1801514.090569 + Penalty 3149.084105 = -1798365.006464
  nChanged 777
		SP:Iteration 4Q (64184.990000 sec): 3 clusters
  Score: Raw -1801927.460482 + Penalty 3149.084105 = -1798778.376377
  nChanged 781
		SP:Iteration 5Q (64185.290000 sec): 3 clusters
  Score: Raw -1802403.325502 + Penalty 3149.084105 = -1799254.241397
  nChanged 814
		SP:Iteration 6F (64185.630000 sec): 3 clusters
  Score: Raw -1802951.400853 + Penalty 3149.084105 = -1799802.316749
  nChanged 807
		SP:Iteration 7Q (64185.910000 sec): 3 clusters
  Score: Raw -1803489.241880 + Penalty 3149.084105 = -1800340.157775
  nChanged 781
		SP:Iteration 8Q (64186.200000 sec): 3 clusters
  Score: Raw -1804002.701571 + Penalty 3149.084105 = -1800853.617466
  nChanged 704
		SP:Iteration 9Q (64186.450000 sec): 3 clusters
  Score: Raw -1804465.739074 + Penalty 3149.084105 = -1801316.654969
  nChanged 628
		SP:Iteration 10Q (64186.700000 sec): 3 clusters
  Score: Raw -1804880.967236 + Penalty 3149.084105 = -1801731.883131
  nChanged 575
		SP:Iteration 11Q (64186.940000 sec): 3 clusters
  Score: Raw -1805263.998421 + Penalty 3149.084105 = -1802114.914316
  nChanged 498
		SP:Iteration 12Q (64187.200000 sec): 3 clusters
  Score: Raw -1805584.903088 + Penalty 3149.084105 = -1802435.818983
  nChanged 391
		SP:Iteration 13Q (64187.440000 sec): 3 clusters
  Score: Raw -1805847.419756 + Penalty 3149.084105 = -1802698.335651
  nChanged 307
		SP:Iteration 14Q (64187.730000 sec): 3 clusters
  Score: Raw -1806061.574931 + Penalty 3149.084105 = -1802912.490827
  nChanged 251
		SP:Iteration 15Q (64188.010000 sec): 3 clusters
  Score: Raw -1806247.778868 + Penalty 3149.084105 = -1803098.694763
  nChanged 170
		SP:Iteration 16Q (64188.290000 sec): 3 clusters
  Score: Raw -1806355.358769 + Penalty 3149.084105 = -1803206.274665
  nChanged 108
		SP:Iteration 17Q (64188.630000 sec): 3 clusters
  Score: Raw -1806426.577483 + Penalty 3149.084105 = -1803277.493378
  nChanged 84
		SP:Iteration 18Q (64188.870000 sec): 3 clusters
  Score: Raw -1806489.839627 + Penalty 3149.084105 = -1803340.755522
  nChanged 56
		SP:Iteration 19Q (64189.150000 sec): 3 clusters
  Score: Raw -1806529.998209 + Penalty 3149.084105 = -1803380.914105
  nChanged 45
		SP:Iteration 20F (64189.450000 sec): 3 clusters
  Score: Raw -1806561.493681 + Penalty 3149.084105 = -1803412.409576
  nChanged 47
		SP:Iteration 21Q (64189.670000 sec): 3 clusters
  Score: Raw -1806592.817716 + Penalty 3149.084105 = -1803443.733611
  nChanged 35
		SP:Iteration 22Q (64189.930000 sec): 3 clusters
  Score: Raw -1806612.905378 + Penalty 3149.084105 = -1803463.821274
  nChanged 15
		SP:Iteration 23Q (64190.190000 sec): 3 clusters
  Score: Raw -1806623.229604 + Penalty 3149.084105 = -1803474.145500
  nChanged 18
		SP:Iteration 24Q (64190.450000 sec): 3 clusters
  Score: Raw -1806633.547800 + Penalty 3149.084105 = -1803484.463695
  nChanged 17
		SP:Iteration 25Q (64190.700000 sec): 3 clusters
  Score: Raw -1806644.239016 + Penalty 3149.084105 = -1803495.154912
  nChanged 12
		SP:Iteration 26Q (64190.970000 sec): 3 clusters
  Score: Raw -1806650.221749 + Penalty 3149.084105 = -1803501.137644
  nChanged 11
		SP:Iteration 27Q (64191.240000 sec): 3 clusters
  Score: Raw -1806656.876674 + Penalty 3149.084105 = -1803507.792569
  nChanged 12
		SP:Iteration 28Q (64191.490000 sec): 3 clusters
  Score: Raw -1806663.454114 + Penalty 3149.084105 = -1803514.370009
  nChanged 8
		SP:Iteration 29Q (64191.750000 sec): 3 clusters
  Score: Raw -1806668.412883 + Penalty 3149.084105 = -1803519.328778
  nChanged 6
		SP:Iteration 30Q (64191.990000 sec): 3 clusters
  Score: Raw -1806672.650672 + Penalty 3149.084105 = -1803523.566567
  nChanged 6
		SP:Iteration 31Q (64192.300000 sec): 3 clusters
  Score: Raw -1806676.524462 + Penalty 3149.084105 = -1803527.440358
  nChanged 4
		SP:Iteration 32Q (64192.530000 sec): 3 clusters
  Score: Raw -1806679.420116 + Penalty 3149.084105 = -1803530.336011
  nChanged 5
		SP:Iteration 33Q (64192.810000 sec): 3 clusters
  Score: Raw -1806683.576867 + Penalty 3149.084105 = -1803534.492762
  nChanged 4
		SP:Iteration 34Q (64193.110000 sec): 3 clusters
  Score: Raw -1806685.304783 + Penalty 3149.084105 = -1803536.220678
  nChanged 3
		SP:Iteration 35Q (64193.370000 sec): 3 clusters
  Score: Raw -1806687.413546 + Penalty 3149.084105 = -1803538.329441
  nChanged 3
		SP:Iteration 36Q (64193.680000 sec): 3 clusters
  Score: Raw -1806689.938670 + Penalty 3149.084105 = -1803540.854565
  nChanged 2
		SP:Iteration 37Q (64193.980000 sec): 3 clusters
  Score: Raw -1806692.245966 + Penalty 3149.084105 = -1803543.161861
  nChanged 3
		SP:Iteration 38Q (64194.190000 sec): 3 clusters
  Score: Raw -1806693.697898 + Penalty 3149.084105 = -1803544.613793
  nChanged 1
		SP:Iteration 39Q (64194.480000 sec): 3 clusters
  Score: Raw -1806693.951449 + Penalty 3149.084105 = -1803544.867344
  nChanged 0
		SP:Iteration 40F (64194.690000 sec): 3 clusters
  Score: Raw -1806693.951449 + Penalty 3149.084105 = -1803544.867344
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64194.980000 sec): 2 clusters
  Score: Raw -4054422.978544 + Penalty 1692.182828 = -4052730.795716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64195.330000 sec): 3 clusters
  Score: Raw -4033609.420223 + Penalty 3384.365656 = -4030225.054567
  nChanged 15467
		SP:Iteration 1F (64195.620000 sec): 3 clusters
  Score: Raw -4041915.394992 + Penalty 3384.365656 = -4038531.029335
  nChanged 1277
		SP:Iteration 2Q (64196.030000 sec): 3 clusters
  Score: Raw -4042256.499522 + Penalty 3384.365656 = -4038872.133866
  nChanged 1201
		SP:Iteration 3Q (64196.380000 sec): 3 clusters
  Score: Raw -4042592.307789 + Penalty 3384.365656 = -4039207.942132
  nChanged 1194
		SP:Iteration 4Q (64196.820000 sec): 3 clusters
  Score: Raw -4043008.882826 + Penalty 3384.365656 = -4039624.517170
  nChanged 1334
		SP:Iteration 5Q (64197.240000 sec): 3 clusters
  Score: Raw -4043561.612745 + Penalty 3384.365656 = -4040177.247089
  nChanged 1564
		SP:Iteration 6Q (64197.660000 sec): 3 clusters
  Score: Raw -4044347.279466 + Penalty 3384.365656 = -4040962.913810
  nChanged 1916
		SP:Iteration 7F (64197.990000 sec): 3 clusters
  Score: Raw -4045453.798316 + Penalty 3384.365656 = -4042069.432660
  nChanged 2248
		SP:Iteration 8F (64198.410000 sec): 3 clusters
  Score: Raw -4047046.692673 + Penalty 3384.365656 = -4043662.327016
  nChanged 2423
		SP:Iteration 9F (64198.800000 sec): 3 clusters
  Score: Raw -4049167.552832 + Penalty 3384.365656 = -4045783.187176
  nChanged 2255
		SP:Iteration 10F (64199.200000 sec): 3 clusters
  Score: Raw -4051472.075133 + Penalty 3384.365656 = -4048087.709477
  nChanged 1647
		SP:Iteration 11Q (64199.560000 sec): 3 clusters
  Score: Raw -4053073.341279 + Penalty 3384.365656 = -4049688.975623
  nChanged 1043
		SP:Iteration 12Q (64199.870000 sec): 3 clusters
  Score: Raw -4053841.606959 + Penalty 3384.365656 = -4050457.241302
  nChanged 709
		SP:Iteration 13Q (64200.230000 sec): 3 clusters
  Score: Raw -4054287.361110 + Penalty 3384.365656 = -4050902.995453
  nChanged 535
		SP:Iteration 14Q (64200.640000 sec): 3 clusters
  Score: Raw -4054593.879631 + Penalty 3384.365656 = -4051209.513975
  nChanged 417
		SP:Iteration 15Q (64200.950000 sec): 3 clusters
  Score: Raw -4054828.119861 + Penalty 3384.365656 = -4051443.754205
  nChanged 332
		SP:Iteration 16Q (64201.370000 sec): 3 clusters
  Score: Raw -4055011.955322 + Penalty 3384.365656 = -4051627.589666
  nChanged 300
		SP:Iteration 17Q (64201.700000 sec): 3 clusters
  Score: Raw -4055182.392401 + Penalty 3384.365656 = -4051798.026745
  nChanged 249
		SP:Iteration 18Q (64202.120000 sec): 3 clusters
  Score: Raw -4055324.637739 + Penalty 3384.365656 = -4051940.272083
  nChanged 215
		SP:Iteration 19Q (64202.440000 sec): 3 clusters
  Score: Raw -4055443.274693 + Penalty 3384.365656 = -4052058.909036
  nChanged 165
		SP:Iteration 20F (64202.820000 sec): 3 clusters
  Score: Raw -4055538.456393 + Penalty 3384.365656 = -4052154.090737
  nChanged 125
		SP:Iteration 21Q (64203.130000 sec): 3 clusters
  Score: Raw -4055611.162170 + Penalty 3384.365656 = -4052226.796513
  nChanged 104
		SP:Iteration 22Q (64203.520000 sec): 3 clusters
  Score: Raw -4055655.943477 + Penalty 3384.365656 = -4052271.577821
  nChanged 80
		SP:Iteration 23Q (64203.920000 sec): 3 clusters
  Score: Raw -4055682.227041 + Penalty 3384.365656 = -4052297.861385
  nChanged 64
		SP:Iteration 24Q (64204.220000 sec): 3 clusters
  Score: Raw -4055703.805000 + Penalty 3384.365656 = -4052319.439343
  nChanged 62
		SP:Iteration 25Q (64204.560000 sec): 3 clusters
  Score: Raw -4055721.305012 + Penalty 3384.365656 = -4052336.939356
  nChanged 45
		SP:Iteration 26Q (64204.980000 sec): 3 clusters
  Score: Raw -4055733.489761 + Penalty 3384.365656 = -4052349.124104
  nChanged 42
		SP:Iteration 27Q (64205.290000 sec): 3 clusters
  Score: Raw -4055744.109050 + Penalty 3384.365656 = -4052359.743394
  nChanged 39
		SP:Iteration 28Q (64205.620000 sec): 3 clusters
  Score: Raw -4055754.425182 + Penalty 3384.365656 = -4052370.059526
  nChanged 30
		SP:Iteration 29Q (64206.000000 sec): 3 clusters
  Score: Raw -4055761.814681 + Penalty 3384.365656 = -4052377.449024
  nChanged 34
		SP:Iteration 30Q (64206.380000 sec): 3 clusters
  Score: Raw -4055770.873125 + Penalty 3384.365656 = -4052386.507468
  nChanged 22
		SP:Iteration 31Q (64206.680000 sec): 3 clusters
  Score: Raw -4055776.487037 + Penalty 3384.365656 = -4052392.121381
  nChanged 19
		SP:Iteration 32Q (64207.080000 sec): 3 clusters
  Score: Raw -4055779.879300 + Penalty 3384.365656 = -4052395.513644
  nChanged 14
		SP:Iteration 33Q (64207.460000 sec): 3 clusters
  Score: Raw -4055782.867609 + Penalty 3384.365656 = -4052398.501952
  nChanged 14
		SP:Iteration 34Q (64207.860000 sec): 3 clusters
  Score: Raw -4055784.904940 + Penalty 3384.365656 = -4052400.539284
  nChanged 6
		SP:Iteration 35Q (64208.230000 sec): 3 clusters
  Score: Raw -4055785.852342 + Penalty 3384.365656 = -4052401.486686
  nChanged 4
		SP:Iteration 36Q (64208.610000 sec): 3 clusters
  Score: Raw -4055786.358515 + Penalty 3384.365656 = -4052401.992859
  nChanged 2
		SP:Iteration 37Q (64208.960000 sec): 3 clusters
  Score: Raw -4055786.677879 + Penalty 3384.365656 = -4052402.312222
  nChanged 1
		SP:Iteration 38Q (64209.350000 sec): 3 clusters
  Score: Raw -4055786.795812 + Penalty 3384.365656 = -4052402.430156
  nChanged 0
		SP:Iteration 39F (64209.720000 sec): 3 clusters
  Score: Raw -4055786.795812 + Penalty 3384.365656 = -4052402.430156
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64209.960000 sec): 2 clusters
  Score: Raw -1837068.517087 + Penalty 1581.688873 = -1835486.828214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64210.210000 sec): 3 clusters
  Score: Raw -1827023.331667 + Penalty 3163.377747 = -1823859.953920
  nChanged 7560
		SP:Iteration 1F (64210.490000 sec): 3 clusters
  Score: Raw -1831203.451351 + Penalty 3163.377747 = -1828040.073604
  nChanged 888
		SP:Iteration 2F (64210.810000 sec): 3 clusters
  Score: Raw -1831540.917315 + Penalty 3163.377747 = -1828377.539568
  nChanged 831
		SP:Iteration 3Q (64211.120000 sec): 3 clusters
  Score: Raw -1831907.237481 + Penalty 3163.377747 = -1828743.859734
  nChanged 840
		SP:Iteration 4Q (64211.390000 sec): 3 clusters
  Score: Raw -1832330.041635 + Penalty 3163.377747 = -1829166.663888
  nChanged 907
		SP:Iteration 5F (64211.660000 sec): 3 clusters
  Score: Raw -1832855.026234 + Penalty 3163.377747 = -1829691.648487
  nChanged 968
		SP:Iteration 6F (64211.920000 sec): 3 clusters
  Score: Raw -1833422.423908 + Penalty 3163.377747 = -1830259.046161
  nChanged 949
		SP:Iteration 7F (64212.230000 sec): 3 clusters
  Score: Raw -1834000.195444 + Penalty 3163.377747 = -1830836.817697
  nChanged 928
		SP:Iteration 8F (64212.500000 sec): 3 clusters
  Score: Raw -1834594.502367 + Penalty 3163.377747 = -1831431.124620
  nChanged 852
		SP:Iteration 9F (64212.750000 sec): 3 clusters
  Score: Raw -1835123.598477 + Penalty 3163.377747 = -1831960.220730
  nChanged 718
		SP:Iteration 10Q (64213.030000 sec): 3 clusters
  Score: Raw -1835541.038809 + Penalty 3163.377747 = -1832377.661062
  nChanged 585
		SP:Iteration 11Q (64213.350000 sec): 3 clusters
  Score: Raw -1835848.525630 + Penalty 3163.377747 = -1832685.147883
  nChanged 505
		SP:Iteration 12Q (64213.640000 sec): 3 clusters
  Score: Raw -1836096.465527 + Penalty 3163.377747 = -1832933.087780
  nChanged 402
		SP:Iteration 13Q (64213.940000 sec): 3 clusters
  Score: Raw -1836289.207482 + Penalty 3163.377747 = -1833125.829736
  nChanged 364
		SP:Iteration 14Q (64214.230000 sec): 3 clusters
  Score: Raw -1836464.305081 + Penalty 3163.377747 = -1833300.927334
  nChanged 324
		SP:Iteration 15Q (64214.560000 sec): 3 clusters
  Score: Raw -1836609.198311 + Penalty 3163.377747 = -1833445.820564
  nChanged 269
		SP:Iteration 16Q (64214.810000 sec): 3 clusters
  Score: Raw -1836749.663677 + Penalty 3163.377747 = -1833586.285930
  nChanged 264
		SP:Iteration 17Q (64215.060000 sec): 3 clusters
  Score: Raw -1836888.888636 + Penalty 3163.377747 = -1833725.510889
  nChanged 203
		SP:Iteration 18Q (64215.390000 sec): 3 clusters
  Score: Raw -1836987.967144 + Penalty 3163.377747 = -1833824.589397
  nChanged 170
		SP:Iteration 19Q (64215.700000 sec): 3 clusters
  Score: Raw -1837074.994265 + Penalty 3163.377747 = -1833911.616518
  nChanged 139
		SP:Iteration 20F (64215.990000 sec): 3 clusters
  Score: Raw -1837149.330732 + Penalty 3163.377747 = -1833985.952986
  nChanged 122
		SP:Iteration 21Q (64216.250000 sec): 3 clusters
  Score: Raw -1837215.612839 + Penalty 3163.377747 = -1834052.235092
  nChanged 93
		SP:Iteration 22Q (64216.550000 sec): 3 clusters
  Score: Raw -1837256.780179 + Penalty 3163.377747 = -1834093.402432
  nChanged 67
		SP:Iteration 23Q (64216.820000 sec): 3 clusters
  Score: Raw -1837288.966181 + Penalty 3163.377747 = -1834125.588434
  nChanged 60
		SP:Iteration 24Q (64217.110000 sec): 3 clusters
  Score: Raw -1837316.648322 + Penalty 3163.377747 = -1834153.270575
  nChanged 55
		SP:Iteration 25Q (64217.400000 sec): 3 clusters
  Score: Raw -1837343.724810 + Penalty 3163.377747 = -1834180.347063
  nChanged 49
		SP:Iteration 26Q (64217.750000 sec): 3 clusters
  Score: Raw -1837370.606387 + Penalty 3163.377747 = -1834207.228640
  nChanged 44
		SP:Iteration 27Q (64217.980000 sec): 3 clusters
  Score: Raw -1837396.839558 + Penalty 3163.377747 = -1834233.461811
  nChanged 33
		SP:Iteration 28Q (64218.250000 sec): 3 clusters
  Score: Raw -1837416.013141 + Penalty 3163.377747 = -1834252.635394
  nChanged 20
		SP:Iteration 29Q (64218.550000 sec): 3 clusters
  Score: Raw -1837424.815245 + Penalty 3163.377747 = -1834261.437498
  nChanged 19
		SP:Iteration 30Q (64218.810000 sec): 3 clusters
  Score: Raw -1837434.872695 + Penalty 3163.377747 = -1834271.494948
  nChanged 18
		SP:Iteration 31Q (64219.100000 sec): 3 clusters
  Score: Raw -1837444.691936 + Penalty 3163.377747 = -1834281.314189
  nChanged 18
		SP:Iteration 32Q (64219.360000 sec): 3 clusters
  Score: Raw -1837455.013509 + Penalty 3163.377747 = -1834291.635763
  nChanged 20
		SP:Iteration 33Q (64219.690000 sec): 3 clusters
  Score: Raw -1837468.679347 + Penalty 3163.377747 = -1834305.301600
  nChanged 19
		SP:Iteration 34Q (64220.020000 sec): 3 clusters
  Score: Raw -1837480.829660 + Penalty 3163.377747 = -1834317.451913
  nChanged 16
		SP:Iteration 35Q (64220.240000 sec): 3 clusters
  Score: Raw -1837490.226628 + Penalty 3163.377747 = -1834326.848881
  nChanged 10
		SP:Iteration 36Q (64220.500000 sec): 3 clusters
  Score: Raw -1837495.894158 + Penalty 3163.377747 = -1834332.516411
  nChanged 11
		SP:Iteration 37Q (64220.770000 sec): 3 clusters
  Score: Raw -1837502.232510 + Penalty 3163.377747 = -1834338.854763
  nChanged 9
		SP:Iteration 38Q (64221.080000 sec): 3 clusters
  Score: Raw -1837510.978321 + Penalty 3163.377747 = -1834347.600574
  nChanged 14
		SP:Iteration 39Q (64221.360000 sec): 3 clusters
  Score: Raw -1837518.582271 + Penalty 3163.377747 = -1834355.204524
  nChanged 16
		SP:Iteration 40F (64221.630000 sec): 3 clusters
  Score: Raw -1837528.767015 + Penalty 3163.377747 = -1834365.389268
  nChanged 16
		SP:Iteration 41Q (64221.910000 sec): 3 clusters
  Score: Raw -1837537.695176 + Penalty 3163.377747 = -1834374.317429
  nChanged 9
		SP:Iteration 42Q (64222.190000 sec): 3 clusters
  Score: Raw -1837544.026264 + Penalty 3163.377747 = -1834380.648517
  nChanged 11
		SP:Iteration 43Q (64222.440000 sec): 3 clusters
  Score: Raw -1837550.127064 + Penalty 3163.377747 = -1834386.749317
  nChanged 7
		SP:Iteration 44Q (64222.670000 sec): 3 clusters
  Score: Raw -1837552.643963 + Penalty 3163.377747 = -1834389.266216
  nChanged 5
		SP:Iteration 45Q (64222.970000 sec): 3 clusters
  Score: Raw -1837555.058380 + Penalty 3163.377747 = -1834391.680633
  nChanged 5
		SP:Iteration 46Q (64223.260000 sec): 3 clusters
  Score: Raw -1837557.165326 + Penalty 3163.377747 = -1834393.787579
  nChanged 2
		SP:Iteration 47Q (64223.510000 sec): 3 clusters
  Score: Raw -1837557.522480 + Penalty 3163.377747 = -1834394.144733
  nChanged 1
		SP:Iteration 48Q (64223.760000 sec): 3 clusters
  Score: Raw -1837558.048268 + Penalty 3163.377747 = -1834394.670521
  nChanged 3
		SP:Iteration 49Q (64223.990000 sec): 3 clusters
  Score: Raw -1837559.217132 + Penalty 3163.377747 = -1834395.839385
  nChanged 1
		SP:Iteration 50Q (64224.260000 sec): 3 clusters
  Score: Raw -1837559.644961 + Penalty 3163.377747 = -1834396.267215
  nChanged 0
		SP:Iteration 51F (64224.520000 sec): 3 clusters
  Score: Raw -1837559.644961 + Penalty 3163.377747 = -1834396.267215
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64224.660000 sec): 2 clusters
  Score: Raw -500151.173222 + Penalty 1348.593542 = -498802.579680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64224.840000 sec): 3 clusters
  Score: Raw -498128.402996 + Penalty 2697.187084 = -495431.215912
  nChanged 1538
		SP:Iteration 1F (64225.020000 sec): 3 clusters
  Score: Raw -498998.825477 + Penalty 2697.187084 = -496301.638393
  nChanged 302
		SP:Iteration 2F (64225.190000 sec): 3 clusters
  Score: Raw -499141.917034 + Penalty 2697.187084 = -496444.729950
  nChanged 181
		SP:Iteration 3Q (64225.400000 sec): 3 clusters
  Score: Raw -499223.743001 + Penalty 2697.187084 = -496526.555917
  nChanged 147
		SP:Iteration 4Q (64225.610000 sec): 3 clusters
  Score: Raw -499274.397732 + Penalty 2697.187084 = -496577.210648
  nChanged 96
		SP:Iteration 5Q (64225.900000 sec): 3 clusters
  Score: Raw -499311.541166 + Penalty 2697.187084 = -496614.354082
  nChanged 80
		SP:Iteration 6Q (64226.110000 sec): 3 clusters
  Score: Raw -499339.270400 + Penalty 2697.187084 = -496642.083316
  nChanged 80
		SP:Iteration 7Q (64226.290000 sec): 3 clusters
  Score: Raw -499366.650445 + Penalty 2697.187084 = -496669.463361
  nChanged 77
		SP:Iteration 8Q (64226.520000 sec): 3 clusters
  Score: Raw -499392.150212 + Penalty 2697.187084 = -496694.963128
  nChanged 63
		SP:Iteration 9Q (64226.730000 sec): 3 clusters
  Score: Raw -499415.141801 + Penalty 2697.187084 = -496717.954717
  nChanged 54
		SP:Iteration 10Q (64226.920000 sec): 3 clusters
  Score: Raw -499433.133380 + Penalty 2697.187084 = -496735.946295
  nChanged 46
		SP:Iteration 11Q (64227.130000 sec): 3 clusters
  Score: Raw -499447.184917 + Penalty 2697.187084 = -496749.997833
  nChanged 46
		SP:Iteration 12Q (64227.330000 sec): 3 clusters
  Score: Raw -499462.103905 + Penalty 2697.187084 = -496764.916820
  nChanged 46
		SP:Iteration 13Q (64227.540000 sec): 3 clusters
  Score: Raw -499476.091204 + Penalty 2697.187084 = -496778.904120
  nChanged 40
		SP:Iteration 14Q (64227.760000 sec): 3 clusters
  Score: Raw -499489.429307 + Penalty 2697.187084 = -496792.242223
  nChanged 47
		SP:Iteration 15Q (64227.950000 sec): 3 clusters
  Score: Raw -499506.278248 + Penalty 2697.187084 = -496809.091164
  nChanged 43
		SP:Iteration 16Q (64228.160000 sec): 3 clusters
  Score: Raw -499519.035987 + Penalty 2697.187084 = -496821.848902
  nChanged 50
		SP:Iteration 17Q (64228.370000 sec): 3 clusters
  Score: Raw -499532.946498 + Penalty 2697.187084 = -496835.759414
  nChanged 44
		SP:Iteration 18Q (64228.530000 sec): 3 clusters
  Score: Raw -499546.626222 + Penalty 2697.187084 = -496849.439138
  nChanged 48
		SP:Iteration 19Q (64228.670000 sec): 3 clusters
  Score: Raw -499562.617316 + Penalty 2697.187084 = -496865.430232
  nChanged 48
		SP:Iteration 20F (64228.840000 sec): 3 clusters
  Score: Raw -499577.818659 + Penalty 2697.187084 = -496880.631575
  nChanged 45
		SP:Iteration 21Q (64228.990000 sec): 3 clusters
  Score: Raw -499592.484353 + Penalty 2697.187084 = -496895.297269
  nChanged 42
		SP:Iteration 22Q (64229.140000 sec): 3 clusters
  Score: Raw -499606.297076 + Penalty 2697.187084 = -496909.109992
  nChanged 58
		SP:Iteration 23Q (64229.280000 sec): 3 clusters
  Score: Raw -499627.648375 + Penalty 2697.187084 = -496930.461291
  nChanged 51
		SP:Iteration 24Q (64229.430000 sec): 3 clusters
  Score: Raw -499642.070293 + Penalty 2697.187084 = -496944.883209
  nChanged 54
		SP:Iteration 25Q (64229.570000 sec): 3 clusters
  Score: Raw -499661.334932 + Penalty 2697.187084 = -496964.147848
  nChanged 58
		SP:Iteration 26Q (64229.710000 sec): 3 clusters
  Score: Raw -499682.645854 + Penalty 2697.187084 = -496985.458770
  nChanged 59
		SP:Iteration 27Q (64229.860000 sec): 3 clusters
  Score: Raw -499703.880805 + Penalty 2697.187084 = -497006.693721
  nChanged 61
		SP:Iteration 28Q (64230.000000 sec): 3 clusters
  Score: Raw -499729.944439 + Penalty 2697.187084 = -497032.757355
  nChanged 72
		SP:Iteration 29Q (64230.150000 sec): 3 clusters
  Score: Raw -499766.194715 + Penalty 2697.187084 = -497069.007631
  nChanged 72
		SP:Iteration 30Q (64230.290000 sec): 3 clusters
  Score: Raw -499803.934118 + Penalty 2697.187084 = -497106.747034
  nChanged 79
		SP:Iteration 31Q (64230.430000 sec): 3 clusters
  Score: Raw -499844.808925 + Penalty 2697.187084 = -497147.621841
  nChanged 77
		SP:Iteration 32Q (64230.630000 sec): 3 clusters
  Score: Raw -499882.661365 + Penalty 2697.187084 = -497185.474281
  nChanged 58
		SP:Iteration 33Q (64230.750000 sec): 3 clusters
  Score: Raw -499913.301125 + Penalty 2697.187084 = -497216.114041
  nChanged 59
		SP:Iteration 34Q (64230.950000 sec): 3 clusters
  Score: Raw -499945.862215 + Penalty 2697.187084 = -497248.675131
  nChanged 56
		SP:Iteration 35Q (64231.130000 sec): 3 clusters
  Score: Raw -499975.928967 + Penalty 2697.187084 = -497278.741883
  nChanged 67
		SP:Iteration 36Q (64231.350000 sec): 3 clusters
  Score: Raw -500016.011966 + Penalty 2697.187084 = -497318.824882
  nChanged 74
		SP:Iteration 37Q (64231.550000 sec): 3 clusters
  Score: Raw -500067.824767 + Penalty 2697.187084 = -497370.637683
  nChanged 71
		SP:Iteration 38Q (64231.670000 sec): 3 clusters
  Score: Raw -500114.153054 + Penalty 2697.187084 = -497416.965970
  nChanged 57
		SP:Iteration 39Q (64231.790000 sec): 3 clusters
  Score: Raw -500147.773153 + Penalty 2697.187084 = -497450.586069
  nChanged 54
		SP:Iteration 40F (64231.990000 sec): 3 clusters
  Score: Raw -500185.311336 + Penalty 2697.187084 = -497488.124252
  nChanged 50
		SP:Iteration 41Q (64232.100000 sec): 3 clusters
  Score: Raw -500216.774806 + Penalty 2697.187084 = -497519.587722
  nChanged 33
		SP:Iteration 42Q (64232.230000 sec): 3 clusters
  Score: Raw -500235.949725 + Penalty 2697.187084 = -497538.762641
  nChanged 24
		SP:Iteration 43Q (64232.360000 sec): 3 clusters
  Score: Raw -500249.092777 + Penalty 2697.187084 = -497551.905693
  nChanged 26
		SP:Iteration 44Q (64232.490000 sec): 3 clusters
  Score: Raw -500265.819584 + Penalty 2697.187084 = -497568.632500
  nChanged 21
		SP:Iteration 45Q (64232.610000 sec): 3 clusters
  Score: Raw -500276.896257 + Penalty 2697.187084 = -497579.709173
  nChanged 12
		SP:Iteration 46Q (64232.740000 sec): 3 clusters
  Score: Raw -500285.428495 + Penalty 2697.187084 = -497588.241411
  nChanged 13
		SP:Iteration 47Q (64232.870000 sec): 3 clusters
  Score: Raw -500294.563714 + Penalty 2697.187084 = -497597.376630
  nChanged 13
		SP:Iteration 48Q (64233.000000 sec): 3 clusters
  Score: Raw -500301.424777 + Penalty 2697.187084 = -497604.237693
  nChanged 5
		SP:Iteration 49Q (64233.130000 sec): 3 clusters
  Score: Raw -500305.320393 + Penalty 2697.187084 = -497608.133309
  nChanged 8
		SP:Iteration 50Q (64233.250000 sec): 3 clusters
  Score: Raw -500310.682273 + Penalty 2697.187084 = -497613.495189
  nChanged 5
		SP:Iteration 51Q (64233.380000 sec): 3 clusters
  Score: Raw -500313.764535 + Penalty 2697.187084 = -497616.577451
  nChanged 6
		SP:Iteration 52Q (64233.600000 sec): 3 clusters
  Score: Raw -500319.265626 + Penalty 2697.187084 = -497622.078542
  nChanged 7
		SP:Iteration 53Q (64233.750000 sec): 3 clusters
  Score: Raw -500324.454928 + Penalty 2697.187084 = -497627.267844
  nChanged 7
		SP:Iteration 54Q (64233.960000 sec): 3 clusters
  Score: Raw -500330.231841 + Penalty 2697.187084 = -497633.044757
  nChanged 7
		SP:Iteration 55Q (64234.120000 sec): 3 clusters
  Score: Raw -500335.000244 + Penalty 2697.187084 = -497637.813160
  nChanged 5
		SP:Iteration 56Q (64234.250000 sec): 3 clusters
  Score: Raw -500337.537468 + Penalty 2697.187084 = -497640.350384
  nChanged 8
		SP:Iteration 57Q (64234.390000 sec): 3 clusters
  Score: Raw -500342.239615 + Penalty 2697.187084 = -497645.052531
  nChanged 8
		SP:Iteration 58Q (64234.540000 sec): 3 clusters
  Score: Raw -500349.306427 + Penalty 2697.187084 = -497652.119343
  nChanged 4
		SP:Iteration 59Q (64234.680000 sec): 3 clusters
  Score: Raw -500351.336118 + Penalty 2697.187084 = -497654.149034
  nChanged 3
		SP:Iteration 60F (64234.820000 sec): 3 clusters
  Score: Raw -500353.202083 + Penalty 2697.187084 = -497656.014999
  nChanged 5
		SP:Iteration 61Q (64234.970000 sec): 3 clusters
  Score: Raw -500356.974794 + Penalty 2697.187084 = -497659.787710
  nChanged 4
		SP:Iteration 62Q (64235.110000 sec): 3 clusters
  Score: Raw -500360.584686 + Penalty 2697.187084 = -497663.397602
  nChanged 1
		SP:Iteration 63Q (64235.270000 sec): 3 clusters
  Score: Raw -500361.800077 + Penalty 2697.187084 = -497664.612993
  nChanged 2
		SP:Iteration 64Q (64235.400000 sec): 3 clusters
  Score: Raw -500364.250725 + Penalty 2697.187084 = -497667.063641
  nChanged 3
		SP:Iteration 65Q (64235.540000 sec): 3 clusters
  Score: Raw -500365.998296 + Penalty 2697.187084 = -497668.811212
  nChanged 1
		SP:Iteration 66Q (64235.690000 sec): 3 clusters
  Score: Raw -500366.383205 + Penalty 2697.187084 = -497669.196121
  nChanged 0
		SP:Iteration 67F (64235.830000 sec): 3 clusters
  Score: Raw -500366.383205 + Penalty 2697.187084 = -497669.196121
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (12971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64235.980000 sec): 2 clusters
  Score: Raw -1428000.489948 + Penalty 1538.951598 = -1426461.538349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64236.210000 sec): 3 clusters
  Score: Raw -1420446.187362 + Penalty 3077.903197 = -1417368.284165
  nChanged 5687
		SP:Iteration 1F (64236.480000 sec): 3 clusters
  Score: Raw -1423557.282962 + Penalty 3077.903197 = -1420479.379765
  nChanged 840
		SP:Iteration 2F (64236.710000 sec): 3 clusters
  Score: Raw -1423970.244155 + Penalty 3077.903197 = -1420892.340958
  nChanged 770
		SP:Iteration 3F (64236.930000 sec): 3 clusters
  Score: Raw -1424337.664588 + Penalty 3077.903197 = -1421259.761391
  nChanged 702
		SP:Iteration 4F (64237.170000 sec): 3 clusters
  Score: Raw -1424677.400539 + Penalty 3077.903197 = -1421599.497342
  nChanged 671
		SP:Iteration 5F (64237.390000 sec): 3 clusters
  Score: Raw -1425020.160008 + Penalty 3077.903197 = -1421942.256811
  nChanged 622
		SP:Iteration 6Q (64237.600000 sec): 3 clusters
  Score: Raw -1425332.339857 + Penalty 3077.903197 = -1422254.436660
  nChanged 616
		SP:Iteration 7Q (64237.830000 sec): 3 clusters
  Score: Raw -1425644.647400 + Penalty 3077.903197 = -1422566.744203
  nChanged 579
		SP:Iteration 8Q (64238.050000 sec): 3 clusters
  Score: Raw -1425951.413624 + Penalty 3077.903197 = -1422873.510427
  nChanged 523
		SP:Iteration 9Q (64238.290000 sec): 3 clusters
  Score: Raw -1426203.453150 + Penalty 3077.903197 = -1423125.549953
  nChanged 469
		SP:Iteration 10Q (64238.530000 sec): 3 clusters
  Score: Raw -1426430.325026 + Penalty 3077.903197 = -1423352.421829
  nChanged 411
		SP:Iteration 11Q (64238.730000 sec): 3 clusters
  Score: Raw -1426627.568003 + Penalty 3077.903197 = -1423549.664806
  nChanged 369
		SP:Iteration 12Q (64238.970000 sec): 3 clusters
  Score: Raw -1426804.730509 + Penalty 3077.903197 = -1423726.827312
  nChanged 345
		SP:Iteration 13Q (64239.200000 sec): 3 clusters
  Score: Raw -1426969.420623 + Penalty 3077.903197 = -1423891.517426
  nChanged 293
		SP:Iteration 14Q (64239.440000 sec): 3 clusters
  Score: Raw -1427102.807302 + Penalty 3077.903197 = -1424024.904105
  nChanged 269
		SP:Iteration 15Q (64239.680000 sec): 3 clusters
  Score: Raw -1427221.924549 + Penalty 3077.903197 = -1424144.021352
  nChanged 226
		SP:Iteration 16Q (64239.880000 sec): 3 clusters
  Score: Raw -1427319.408354 + Penalty 3077.903197 = -1424241.505157
  nChanged 221
		SP:Iteration 17Q (64240.070000 sec): 3 clusters
  Score: Raw -1427408.822356 + Penalty 3077.903197 = -1424330.919159
  nChanged 188
		SP:Iteration 18Q (64240.330000 sec): 3 clusters
  Score: Raw -1427480.511376 + Penalty 3077.903197 = -1424402.608179
  nChanged 158
		SP:Iteration 19Q (64240.500000 sec): 3 clusters
  Score: Raw -1427530.655111 + Penalty 3077.903197 = -1424452.751914
  nChanged 134
		SP:Iteration 20F (64240.770000 sec): 3 clusters
  Score: Raw -1427570.477263 + Penalty 3077.903197 = -1424492.574066
  nChanged 128
		SP:Iteration 21Q (64241.030000 sec): 3 clusters
  Score: Raw -1427610.715965 + Penalty 3077.903197 = -1424532.812768
  nChanged 121
		SP:Iteration 22Q (64241.210000 sec): 3 clusters
  Score: Raw -1427651.525282 + Penalty 3077.903197 = -1424573.622085
  nChanged 116
		SP:Iteration 23Q (64241.450000 sec): 3 clusters
  Score: Raw -1427687.481987 + Penalty 3077.903197 = -1424609.578790
  nChanged 96
		SP:Iteration 24Q (64241.730000 sec): 3 clusters
  Score: Raw -1427720.256165 + Penalty 3077.903197 = -1424642.352968
  nChanged 103
		SP:Iteration 25Q (64241.930000 sec): 3 clusters
  Score: Raw -1427756.019898 + Penalty 3077.903197 = -1424678.116701
  nChanged 97
		SP:Iteration 26Q (64242.170000 sec): 3 clusters
  Score: Raw -1427793.509351 + Penalty 3077.903197 = -1424715.606154
  nChanged 90
		SP:Iteration 27Q (64242.360000 sec): 3 clusters
  Score: Raw -1427827.948297 + Penalty 3077.903197 = -1424750.045100
  nChanged 93
		SP:Iteration 28Q (64242.610000 sec): 3 clusters
  Score: Raw -1427862.821810 + Penalty 3077.903197 = -1424784.918613
  nChanged 97
		SP:Iteration 29Q (64242.790000 sec): 3 clusters
  Score: Raw -1427895.503457 + Penalty 3077.903197 = -1424817.600260
  nChanged 89
		SP:Iteration 30Q (64243.030000 sec): 3 clusters
  Score: Raw -1427927.852680 + Penalty 3077.903197 = -1424849.949483
  nChanged 92
		SP:Iteration 31Q (64243.280000 sec): 3 clusters
  Score: Raw -1427961.497212 + Penalty 3077.903197 = -1424883.594015
  nChanged 78
		SP:Iteration 32Q (64243.520000 sec): 3 clusters
  Score: Raw -1427987.863208 + Penalty 3077.903197 = -1424909.960011
  nChanged 68
		SP:Iteration 33Q (64243.770000 sec): 3 clusters
  Score: Raw -1428014.706617 + Penalty 3077.903197 = -1424936.803420
  nChanged 65
		SP:Iteration 34Q (64244.010000 sec): 3 clusters
  Score: Raw -1428045.829773 + Penalty 3077.903197 = -1424967.926576
  nChanged 82
		SP:Iteration 35Q (64244.250000 sec): 3 clusters
  Score: Raw -1428088.584254 + Penalty 3077.903197 = -1425010.681057
  nChanged 81
		SP:Iteration 36Q (64244.500000 sec): 3 clusters
  Score: Raw -1428126.490217 + Penalty 3077.903197 = -1425048.587020
  nChanged 82
		SP:Iteration 37Q (64244.840000 sec): 3 clusters
  Score: Raw -1428164.493639 + Penalty 3077.903197 = -1425086.590442
  nChanged 74
		SP:Iteration 38Q (64245.180000 sec): 3 clusters
  Score: Raw -1428193.324732 + Penalty 3077.903197 = -1425115.421535
  nChanged 64
		SP:Iteration 39Q (64245.430000 sec): 3 clusters
  Score: Raw -1428224.302631 + Penalty 3077.903197 = -1425146.399434
  nChanged 55
		SP:Iteration 40F (64245.640000 sec): 3 clusters
  Score: Raw -1428249.528467 + Penalty 3077.903197 = -1425171.625270
  nChanged 50
		SP:Iteration 41Q (64245.890000 sec): 3 clusters
  Score: Raw -1428269.947952 + Penalty 3077.903197 = -1425192.044755
  nChanged 50
		SP:Iteration 42Q (64246.170000 sec): 3 clusters
  Score: Raw -1428292.630580 + Penalty 3077.903197 = -1425214.727383
  nChanged 56
		SP:Iteration 43Q (64246.410000 sec): 3 clusters
  Score: Raw -1428319.103355 + Penalty 3077.903197 = -1425241.200158
  nChanged 49
		SP:Iteration 44Q (64246.630000 sec): 3 clusters
  Score: Raw -1428341.113675 + Penalty 3077.903197 = -1425263.210478
  nChanged 30
		SP:Iteration 45Q (64246.890000 sec): 3 clusters
  Score: Raw -1428353.617225 + Penalty 3077.903197 = -1425275.714028
  nChanged 38
		SP:Iteration 46Q (64247.170000 sec): 3 clusters
  Score: Raw -1428369.788855 + Penalty 3077.903197 = -1425291.885658
  nChanged 27
		SP:Iteration 47Q (64247.380000 sec): 3 clusters
  Score: Raw -1428383.043514 + Penalty 3077.903197 = -1425305.140317
  nChanged 30
		SP:Iteration 48Q (64247.660000 sec): 3 clusters
  Score: Raw -1428403.938676 + Penalty 3077.903197 = -1425326.035479
  nChanged 31
		SP:Iteration 49Q (64247.890000 sec): 3 clusters
  Score: Raw -1428419.982293 + Penalty 3077.903197 = -1425342.079096
  nChanged 22
		SP:Iteration 50Q (64248.100000 sec): 3 clusters
  Score: Raw -1428431.297331 + Penalty 3077.903197 = -1425353.394134
  nChanged 25
		SP:Iteration 51Q (64248.340000 sec): 3 clusters
  Score: Raw -1428444.313024 + Penalty 3077.903197 = -1425366.409828
  nChanged 27
		SP:Iteration 52Q (64248.600000 sec): 3 clusters
  Score: Raw -1428456.691263 + Penalty 3077.903197 = -1425378.788066
  nChanged 25
		SP:Iteration 53Q (64248.920000 sec): 3 clusters
  Score: Raw -1428467.520346 + Penalty 3077.903197 = -1425389.617149
  nChanged 21
		SP:Iteration 54Q (64249.170000 sec): 3 clusters
  Score: Raw -1428475.875880 + Penalty 3077.903197 = -1425397.972683
  nChanged 17
		SP:Iteration 55Q (64249.450000 sec): 3 clusters
  Score: Raw -1428481.968047 + Penalty 3077.903197 = -1425404.064850
  nChanged 18
		SP:Iteration 56Q (64249.700000 sec): 3 clusters
  Score: Raw -1428489.243085 + Penalty 3077.903197 = -1425411.339888
  nChanged 12
		SP:Iteration 57Q (64249.970000 sec): 3 clusters
  Score: Raw -1428492.461173 + Penalty 3077.903197 = -1425414.557976
  nChanged 7
		SP:Iteration 58Q (64250.240000 sec): 3 clusters
  Score: Raw -1428494.822954 + Penalty 3077.903197 = -1425416.919757
  nChanged 2
		SP:Iteration 59Q (64250.520000 sec): 3 clusters
  Score: Raw -1428495.330817 + Penalty 3077.903197 = -1425417.427620
  nChanged 1
		SP:Iteration 60F (64250.760000 sec): 3 clusters
  Score: Raw -1428495.656814 + Penalty 3077.903197 = -1425417.753617
  nChanged 1
		SP:Iteration 61Q (64250.990000 sec): 3 clusters
  Score: Raw -1428495.897072 + Penalty 3077.903197 = -1425417.993875
  nChanged 2
		SP:Iteration 62Q (64251.260000 sec): 3 clusters
  Score: Raw -1428496.457294 + Penalty 3077.903197 = -1425418.554097
  nChanged 3
		SP:Iteration 63Q (64251.460000 sec): 3 clusters
  Score: Raw -1428497.215275 + Penalty 3077.903197 = -1425419.312078
  nChanged 2
		SP:Iteration 64Q (64251.700000 sec): 3 clusters
  Score: Raw -1428497.512680 + Penalty 3077.903197 = -1425419.609483
  nChanged 2
		SP:Iteration 65Q (64251.950000 sec): 3 clusters
  Score: Raw -1428497.891591 + Penalty 3077.903197 = -1425419.988394
  nChanged 1
		SP:Iteration 66Q (64252.230000 sec): 3 clusters
  Score: Raw -1428497.967112 + Penalty 3077.903197 = -1425420.063915
  nChanged 0
		SP:Iteration 67F (64252.490000 sec): 3 clusters
  Score: Raw -1428497.967112 + Penalty 3077.903197 = -1425420.063915
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64252.630000 sec): 2 clusters
  Score: Raw -100038.246669 + Penalty 1128.727274 = -98909.519396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64252.810000 sec): 3 clusters
  Score: Raw -99735.518855 + Penalty 2257.454547 = -97478.064307
  nChanged 323
		SP:Iteration 1F (64253.040000 sec): 3 clusters
  Score: Raw -100082.175315 + Penalty 2257.454547 = -97824.720768
  nChanged 84
		SP:Iteration 2F (64253.180000 sec): 3 clusters
  Score: Raw -100190.373731 + Penalty 2257.454547 = -97932.919184
  nChanged 61
		SP:Iteration 3F (64253.350000 sec): 3 clusters
  Score: Raw -100271.711463 + Penalty 2257.454547 = -98014.256915
  nChanged 31
		SP:Iteration 4Q (64253.530000 sec): 3 clusters
  Score: Raw -100311.297778 + Penalty 2257.454547 = -98053.843231
  nChanged 22
		SP:Iteration 5Q (64253.720000 sec): 3 clusters
  Score: Raw -100344.278548 + Penalty 2257.454547 = -98086.824000
  nChanged 20
		SP:Iteration 6Q (64253.900000 sec): 3 clusters
  Score: Raw -100368.247298 + Penalty 2257.454547 = -98110.792751
  nChanged 15
		SP:Iteration 7Q (64254.100000 sec): 3 clusters
  Score: Raw -100383.120281 + Penalty 2257.454547 = -98125.665734
  nChanged 7
		SP:Iteration 8Q (64254.270000 sec): 3 clusters
  Score: Raw -100387.677027 + Penalty 2257.454547 = -98130.222480
  nChanged 7
		SP:Iteration 9Q (64254.420000 sec): 3 clusters
  Score: Raw -100395.200438 + Penalty 2257.454547 = -98137.745891
  nChanged 8
		SP:Iteration 10Q (64254.620000 sec): 3 clusters
  Score: Raw -100411.259931 + Penalty 2257.454547 = -98153.805384
  nChanged 8
		SP:Iteration 11Q (64254.810000 sec): 3 clusters
  Score: Raw -100419.932352 + Penalty 2257.454547 = -98162.477805
  nChanged 8
		SP:Iteration 12Q (64254.980000 sec): 3 clusters
  Score: Raw -100431.298004 + Penalty 2257.454547 = -98173.843457
  nChanged 6
		SP:Iteration 13Q (64255.160000 sec): 3 clusters
  Score: Raw -100436.958451 + Penalty 2257.454547 = -98179.503904
  nChanged 4
		SP:Iteration 14Q (64255.320000 sec): 3 clusters
  Score: Raw -100441.385743 + Penalty 2257.454547 = -98183.931196
  nChanged 3
		SP:Iteration 15Q (64255.510000 sec): 3 clusters
  Score: Raw -100446.010172 + Penalty 2257.454547 = -98188.555625
  nChanged 3
		SP:Iteration 16Q (64255.700000 sec): 3 clusters
  Score: Raw -100450.826286 + Penalty 2257.454547 = -98193.371739
  nChanged 3
		SP:Iteration 17Q (64255.910000 sec): 3 clusters
  Score: Raw -100456.064710 + Penalty 2257.454547 = -98198.610163
  nChanged 5
		SP:Iteration 18Q (64256.020000 sec): 3 clusters
  Score: Raw -100463.373643 + Penalty 2257.454547 = -98205.919096
  nChanged 6
		SP:Iteration 19Q (64256.220000 sec): 3 clusters
  Score: Raw -100470.923934 + Penalty 2257.454547 = -98213.469386
  nChanged 7
		SP:Iteration 20F (64256.400000 sec): 3 clusters
  Score: Raw -100478.573803 + Penalty 2257.454547 = -98221.119256
  nChanged 5
		SP:Iteration 21Q (64256.620000 sec): 3 clusters
  Score: Raw -100489.340974 + Penalty 2257.454547 = -98231.886427
  nChanged 8
		SP:Iteration 22Q (64256.840000 sec): 3 clusters
  Score: Raw -100499.495079 + Penalty 2257.454547 = -98242.040532
  nChanged 8
		SP:Iteration 23Q (64257.020000 sec): 3 clusters
  Score: Raw -100515.678728 + Penalty 2257.454547 = -98258.224181
  nChanged 11
		SP:Iteration 24Q (64257.170000 sec): 3 clusters
  Score: Raw -100538.522672 + Penalty 2257.454547 = -98281.068124
  nChanged 13
		SP:Iteration 25Q (64257.310000 sec): 3 clusters
  Score: Raw -100558.979449 + Penalty 2257.454547 = -98301.524902
  nChanged 7
		SP:Iteration 26Q (64257.510000 sec): 3 clusters
  Score: Raw -100570.407465 + Penalty 2257.454547 = -98312.952917
  nChanged 4
		SP:Iteration 27Q (64257.680000 sec): 3 clusters
  Score: Raw -100577.366831 + Penalty 2257.454547 = -98319.912284
  nChanged 4
		SP:Iteration 28Q (64257.840000 sec): 3 clusters
  Score: Raw -100581.582572 + Penalty 2257.454547 = -98324.128025
  nChanged 4
		SP:Iteration 29Q (64258.010000 sec): 3 clusters
  Score: Raw -100586.900645 + Penalty 2257.454547 = -98329.446098
  nChanged 4
		SP:Iteration 30Q (64258.190000 sec): 3 clusters
  Score: Raw -100593.165839 + Penalty 2257.454547 = -98335.711292
  nChanged 3
		SP:Iteration 31Q (64258.320000 sec): 3 clusters
  Score: Raw -100595.134792 + Penalty 2257.454547 = -98337.680245
  nChanged 2
		SP:Iteration 32Q (64258.580000 sec): 3 clusters
  Score: Raw -100596.085956 + Penalty 2257.454547 = -98338.631409
  nChanged 1
		SP:Iteration 33Q (64258.750000 sec): 3 clusters
  Score: Raw -100597.116658 + Penalty 2257.454547 = -98339.662111
  nChanged 0
		SP:Iteration 34F (64258.920000 sec): 3 clusters
  Score: Raw -100597.116658 + Penalty 2257.454547 = -98339.662111
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (29782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64259.170000 sec): 2 clusters
  Score: Raw -3099978.521802 + Penalty 1674.019663 = -3098304.502139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64259.540000 sec): 3 clusters
  Score: Raw -3081654.318798 + Penalty 3348.039326 = -3078306.279472
  nChanged 13618
		SP:Iteration 1F (64259.850000 sec): 3 clusters
  Score: Raw -3089250.625162 + Penalty 3348.039326 = -3085902.585836
  nChanged 1641
		SP:Iteration 2F (64260.210000 sec): 3 clusters
  Score: Raw -3089976.110805 + Penalty 3348.039326 = -3086628.071480
  nChanged 1749
		SP:Iteration 3F (64260.490000 sec): 3 clusters
  Score: Raw -3090906.831230 + Penalty 3348.039326 = -3087558.791904
  nChanged 1966
		SP:Iteration 4F (64260.820000 sec): 3 clusters
  Score: Raw -3092101.939060 + Penalty 3348.039326 = -3088753.899735
  nChanged 2059
		SP:Iteration 5F (64261.170000 sec): 3 clusters
  Score: Raw -3093533.422109 + Penalty 3348.039326 = -3090185.382783
  nChanged 2039
		SP:Iteration 6F (64261.450000 sec): 3 clusters
  Score: Raw -3095163.506972 + Penalty 3348.039326 = -3091815.467646
  nChanged 1934
		SP:Iteration 7F (64261.770000 sec): 3 clusters
  Score: Raw -3096778.587919 + Penalty 3348.039326 = -3093430.548593
  nChanged 1524
		SP:Iteration 8F (64262.130000 sec): 3 clusters
  Score: Raw -3098073.434007 + Penalty 3348.039326 = -3094725.394681
  nChanged 1110
		SP:Iteration 9Q (64262.400000 sec): 3 clusters
  Score: Raw -3098994.368787 + Penalty 3348.039326 = -3095646.329462
  nChanged 726
		SP:Iteration 10Q (64262.760000 sec): 3 clusters
  Score: Raw -3099562.233978 + Penalty 3348.039326 = -3096214.194653
  nChanged 458
		SP:Iteration 11Q (64263.110000 sec): 3 clusters
  Score: Raw -3099861.816240 + Penalty 3348.039326 = -3096513.776914
  nChanged 293
		SP:Iteration 12Q (64263.440000 sec): 3 clusters
  Score: Raw -3100045.908895 + Penalty 3348.039326 = -3096697.869570
  nChanged 166
		SP:Iteration 13Q (64263.790000 sec): 3 clusters
  Score: Raw -3100150.705299 + Penalty 3348.039326 = -3096802.665974
  nChanged 114
		SP:Iteration 14Q (64264.070000 sec): 3 clusters
  Score: Raw -3100220.186024 + Penalty 3348.039326 = -3096872.146699
  nChanged 73
		SP:Iteration 15Q (64264.390000 sec): 3 clusters
  Score: Raw -3100262.988201 + Penalty 3348.039326 = -3096914.948875
  nChanged 53
		SP:Iteration 16Q (64264.710000 sec): 3 clusters
  Score: Raw -3100298.133781 + Penalty 3348.039326 = -3096950.094456
  nChanged 41
		SP:Iteration 17Q (64265.060000 sec): 3 clusters
  Score: Raw -3100322.166111 + Penalty 3348.039326 = -3096974.126786
  nChanged 40
		SP:Iteration 18Q (64265.320000 sec): 3 clusters
  Score: Raw -3100344.881295 + Penalty 3348.039326 = -3096996.841970
  nChanged 30
		SP:Iteration 19Q (64265.660000 sec): 3 clusters
  Score: Raw -3100362.879519 + Penalty 3348.039326 = -3097014.840194
  nChanged 28
		SP:Iteration 20F (64265.930000 sec): 3 clusters
  Score: Raw -3100376.469959 + Penalty 3348.039326 = -3097028.430634
  nChanged 18
		SP:Iteration 21Q (64266.270000 sec): 3 clusters
  Score: Raw -3100387.572073 + Penalty 3348.039326 = -3097039.532747
  nChanged 12
		SP:Iteration 22Q (64266.600000 sec): 3 clusters
  Score: Raw -3100392.799663 + Penalty 3348.039326 = -3097044.760337
  nChanged 6
		SP:Iteration 23Q (64266.870000 sec): 3 clusters
  Score: Raw -3100395.988874 + Penalty 3348.039326 = -3097047.949548
  nChanged 7
		SP:Iteration 24Q (64267.180000 sec): 3 clusters
  Score: Raw -3100400.191085 + Penalty 3348.039326 = -3097052.151759
  nChanged 4
		SP:Iteration 25Q (64267.520000 sec): 3 clusters
  Score: Raw -3100402.338678 + Penalty 3348.039326 = -3097054.299353
  nChanged 6
		SP:Iteration 26Q (64267.780000 sec): 3 clusters
  Score: Raw -3100405.784386 + Penalty 3348.039326 = -3097057.745061
  nChanged 5
		SP:Iteration 27Q (64268.090000 sec): 3 clusters
  Score: Raw -3100407.725138 + Penalty 3348.039326 = -3097059.685812
  nChanged 1
		SP:Iteration 28Q (64268.430000 sec): 3 clusters
  Score: Raw -3100407.905387 + Penalty 3348.039326 = -3097059.866062
  nChanged 0
		SP:Iteration 29F (64268.740000 sec): 3 clusters
  Score: Raw -3100407.905387 + Penalty 3348.039326 = -3097059.866062
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64268.840000 sec): 2 clusters
  Score: Raw -38288.494507 + Penalty 963.558236 = -37324.936271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64269.050000 sec): 3 clusters
  Score: Raw -38336.978058 + Penalty 1927.116472 = -36409.861587
  nChanged 72
		SP:Iteration 1F (64269.220000 sec): 3 clusters
  Score: Raw -38515.396894 + Penalty 1927.116472 = -36588.280422
  nChanged 25
		SP:Iteration 2F (64269.430000 sec): 3 clusters
  Score: Raw -38588.744452 + Penalty 1927.116472 = -36661.627980
  nChanged 13
		SP:Iteration 3Q (64269.650000 sec): 3 clusters
  Score: Raw -38621.683189 + Penalty 1927.116472 = -36694.566717
  nChanged 5
		SP:Iteration 4Q (64269.810000 sec): 3 clusters
  Score: Raw -38640.106311 + Penalty 1927.116472 = -36712.989840
  nChanged 3
		SP:Iteration 5Q (64270.030000 sec): 3 clusters
  Score: Raw -38652.052861 + Penalty 1927.116472 = -36724.936389
  nChanged 4
		SP:Iteration 6Q (64270.220000 sec): 3 clusters
  Score: Raw -38665.669318 + Penalty 1927.116472 = -36738.552847
  nChanged 0
		SP:Iteration 7F (64270.400000 sec): 3 clusters
  Score: Raw -38665.669318 + Penalty 1927.116472 = -36738.552847
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (49674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64270.760000 sec): 2 clusters
  Score: Raw -5575775.513127 + Penalty 1757.151002 = -5574018.362125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64271.260000 sec): 3 clusters
  Score: Raw -5544466.261143 + Penalty 3514.302004 = -5540951.959139
  nChanged 23306
		SP:Iteration 1F (64271.640000 sec): 3 clusters
  Score: Raw -5557813.872583 + Penalty 3514.302004 = -5554299.570579
  nChanged 2615
		SP:Iteration 2F (64272.090000 sec): 3 clusters
  Score: Raw -5558955.980434 + Penalty 3514.302004 = -5555441.678429
  nChanged 2932
		SP:Iteration 3F (64272.590000 sec): 3 clusters
  Score: Raw -5560425.987314 + Penalty 3514.302004 = -5556911.685310
  nChanged 3211
		SP:Iteration 4F (64273.050000 sec): 3 clusters
  Score: Raw -5562235.524907 + Penalty 3514.302004 = -5558721.222903
  nChanged 3229
		SP:Iteration 5F (64273.530000 sec): 3 clusters
  Score: Raw -5564212.387940 + Penalty 3514.302004 = -5560698.085936
  nChanged 2968
		SP:Iteration 6F (64273.960000 sec): 3 clusters
  Score: Raw -5566172.125905 + Penalty 3514.302004 = -5562657.823901
  nChanged 2719
		SP:Iteration 7F (64274.350000 sec): 3 clusters
  Score: Raw -5568048.531944 + Penalty 3514.302004 = -5564534.229940
  nChanged 2407
		SP:Iteration 8Q (64274.800000 sec): 3 clusters
  Score: Raw -5569825.330970 + Penalty 3514.302004 = -5566311.028966
  nChanged 2024
		SP:Iteration 9Q (64275.190000 sec): 3 clusters
  Score: Raw -5571346.296725 + Penalty 3514.302004 = -5567831.994721
  nChanged 1577
		SP:Iteration 10Q (64275.590000 sec): 3 clusters
  Score: Raw -5572502.051584 + Penalty 3514.302004 = -5568987.749580
  nChanged 1330
		SP:Iteration 11Q (64276.060000 sec): 3 clusters
  Score: Raw -5573415.715366 + Penalty 3514.302004 = -5569901.413362
  nChanged 1052
		SP:Iteration 12Q (64276.480000 sec): 3 clusters
  Score: Raw -5574117.788947 + Penalty 3514.302004 = -5570603.486943
  nChanged 839
		SP:Iteration 13Q (64276.920000 sec): 3 clusters
  Score: Raw -5574658.396902 + Penalty 3514.302004 = -5571144.094897
  nChanged 662
		SP:Iteration 14Q (64277.370000 sec): 3 clusters
  Score: Raw -5575050.501965 + Penalty 3514.302004 = -5571536.199961
  nChanged 496
		SP:Iteration 15Q (64277.740000 sec): 3 clusters
  Score: Raw -5575326.216072 + Penalty 3514.302004 = -5571811.914067
  nChanged 368
		SP:Iteration 16Q (64278.160000 sec): 3 clusters
  Score: Raw -5575539.231434 + Penalty 3514.302004 = -5572024.929430
  nChanged 315
		SP:Iteration 17Q (64278.580000 sec): 3 clusters
  Score: Raw -5575716.026802 + Penalty 3514.302004 = -5572201.724798
  nChanged 237
		SP:Iteration 18Q (64278.920000 sec): 3 clusters
  Score: Raw -5575838.230263 + Penalty 3514.302004 = -5572323.928258
  nChanged 189
		SP:Iteration 19Q (64279.340000 sec): 3 clusters
  Score: Raw -5575940.137085 + Penalty 3514.302004 = -5572425.835081
  nChanged 138
		SP:Iteration 20F (64279.810000 sec): 3 clusters
  Score: Raw -5575999.595740 + Penalty 3514.302004 = -5572485.293735
  nChanged 104
		SP:Iteration 21Q (64280.270000 sec): 3 clusters
  Score: Raw -5576047.317881 + Penalty 3514.302004 = -5572533.015877
  nChanged 91
		SP:Iteration 22Q (64280.640000 sec): 3 clusters
  Score: Raw -5576080.930210 + Penalty 3514.302004 = -5572566.628206
  nChanged 54
		SP:Iteration 23Q (64281.130000 sec): 3 clusters
  Score: Raw -5576101.187403 + Penalty 3514.302004 = -5572586.885398
  nChanged 55
		SP:Iteration 24Q (64281.550000 sec): 3 clusters
  Score: Raw -5576124.423197 + Penalty 3514.302004 = -5572610.121192
  nChanged 46
		SP:Iteration 25Q (64281.980000 sec): 3 clusters
  Score: Raw -5576141.477924 + Penalty 3514.302004 = -5572627.175919
  nChanged 32
		SP:Iteration 26Q (64282.460000 sec): 3 clusters
  Score: Raw -5576156.266384 + Penalty 3514.302004 = -5572641.964379
  nChanged 40
		SP:Iteration 27Q (64282.890000 sec): 3 clusters
  Score: Raw -5576173.953471 + Penalty 3514.302004 = -5572659.651467
  nChanged 36
		SP:Iteration 28Q (64283.330000 sec): 3 clusters
  Score: Raw -5576185.177058 + Penalty 3514.302004 = -5572670.875054
  nChanged 30
		SP:Iteration 29Q (64283.780000 sec): 3 clusters
  Score: Raw -5576197.754093 + Penalty 3514.302004 = -5572683.452089
  nChanged 27
		SP:Iteration 30Q (64284.190000 sec): 3 clusters
  Score: Raw -5576207.800916 + Penalty 3514.302004 = -5572693.498911
  nChanged 14
		SP:Iteration 31Q (64284.650000 sec): 3 clusters
  Score: Raw -5576212.681318 + Penalty 3514.302004 = -5572698.379314
  nChanged 14
		SP:Iteration 32Q (64285.080000 sec): 3 clusters
  Score: Raw -5576217.579524 + Penalty 3514.302004 = -5572703.277519
  nChanged 15
		SP:Iteration 33Q (64285.550000 sec): 3 clusters
  Score: Raw -5576221.723489 + Penalty 3514.302004 = -5572707.421485
  nChanged 11
		SP:Iteration 34Q (64285.940000 sec): 3 clusters
  Score: Raw -5576225.011941 + Penalty 3514.302004 = -5572710.709937
  nChanged 7
		SP:Iteration 35Q (64286.380000 sec): 3 clusters
  Score: Raw -5576227.236467 + Penalty 3514.302004 = -5572712.934463
  nChanged 9
		SP:Iteration 36Q (64286.880000 sec): 3 clusters
  Score: Raw -5576229.850817 + Penalty 3514.302004 = -5572715.548813
  nChanged 8
		SP:Iteration 37Q (64287.380000 sec): 3 clusters
  Score: Raw -5576231.892177 + Penalty 3514.302004 = -5572717.590173
  nChanged 7
		SP:Iteration 38Q (64287.760000 sec): 3 clusters
  Score: Raw -5576233.809685 + Penalty 3514.302004 = -5572719.507681
  nChanged 2
		SP:Iteration 39Q (64288.140000 sec): 3 clusters
  Score: Raw -5576234.614081 + Penalty 3514.302004 = -5572720.312076
  nChanged 6
		SP:Iteration 40F (64288.540000 sec): 3 clusters
  Score: Raw -5576236.217855 + Penalty 3514.302004 = -5572721.915851
  nChanged 3
		SP:Iteration 41Q (64288.950000 sec): 3 clusters
  Score: Raw -5576237.479715 + Penalty 3514.302004 = -5572723.177711
  nChanged 7
		SP:Iteration 42Q (64289.280000 sec): 3 clusters
  Score: Raw -5576239.364957 + Penalty 3514.302004 = -5572725.062952
  nChanged 7
		SP:Iteration 43Q (64289.730000 sec): 3 clusters
  Score: Raw -5576241.954220 + Penalty 3514.302004 = -5572727.652216
  nChanged 5
		SP:Iteration 44Q (64290.130000 sec): 3 clusters
  Score: Raw -5576242.900994 + Penalty 3514.302004 = -5572728.598989
  nChanged 3
		SP:Iteration 45Q (64290.540000 sec): 3 clusters
  Score: Raw -5576243.709778 + Penalty 3514.302004 = -5572729.407774
  nChanged 0
		SP:Iteration 46F (64290.940000 sec): 3 clusters
  Score: Raw -5576243.709778 + Penalty 3514.302004 = -5572729.407774
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (92133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64291.400000 sec): 2 clusters
  Score: Raw -10853730.912910 + Penalty 1857.535625 = -10851873.377284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64292.040000 sec): 3 clusters
  Score: Raw -10794130.865388 + Penalty 3715.071251 = -10790415.794137
  nChanged 43896
		SP:Iteration 1F (64292.610000 sec): 3 clusters
  Score: Raw -10819717.391511 + Penalty 3715.071251 = -10816002.320261
  nChanged 3424
		SP:Iteration 2Q (64293.250000 sec): 3 clusters
  Score: Raw -10820722.529197 + Penalty 3715.071251 = -10817007.457946
  nChanged 3656
		SP:Iteration 3Q (64293.860000 sec): 3 clusters
  Score: Raw -10821974.837092 + Penalty 3715.071251 = -10818259.765841
  nChanged 3988
		SP:Iteration 4Q (64294.530000 sec): 3 clusters
  Score: Raw -10823650.636944 + Penalty 3715.071251 = -10819935.565693
  nChanged 4570
		SP:Iteration 5Q (64295.140000 sec): 3 clusters
  Score: Raw -10825923.698765 + Penalty 3715.071251 = -10822208.627514
  nChanged 5017
		SP:Iteration 6F (64295.770000 sec): 3 clusters
  Score: Raw -10828937.919924 + Penalty 3715.071251 = -10825222.848673
  nChanged 5374
		SP:Iteration 7F (64296.340000 sec): 3 clusters
  Score: Raw -10832627.577991 + Penalty 3715.071251 = -10828912.506740
  nChanged 5405
		SP:Iteration 8F (64296.980000 sec): 3 clusters
  Score: Raw -10836179.607954 + Penalty 3715.071251 = -10832464.536703
  nChanged 4567
		SP:Iteration 9Q (64297.640000 sec): 3 clusters
  Score: Raw -10838645.626615 + Penalty 3715.071251 = -10834930.555365
  nChanged 3627
		SP:Iteration 10Q (64298.300000 sec): 3 clusters
  Score: Raw -10840178.748975 + Penalty 3715.071251 = -10836463.677724
  nChanged 2741
		SP:Iteration 11Q (64298.950000 sec): 3 clusters
  Score: Raw -10841187.028784 + Penalty 3715.071251 = -10837471.957533
  nChanged 2325
		SP:Iteration 12Q (64299.620000 sec): 3 clusters
  Score: Raw -10842000.815757 + Penalty 3715.071251 = -10838285.744506
  nChanged 2233
		SP:Iteration 13Q (64300.280000 sec): 3 clusters
  Score: Raw -10842777.468151 + Penalty 3715.071251 = -10839062.396900
  nChanged 2175
		SP:Iteration 14Q (64301.040000 sec): 3 clusters
  Score: Raw -10843581.336854 + Penalty 3715.071251 = -10839866.265604
  nChanged 2272
		SP:Iteration 15Q (64301.650000 sec): 3 clusters
  Score: Raw -10844502.463589 + Penalty 3715.071251 = -10840787.392338
  nChanged 2289
		SP:Iteration 16Q (64302.330000 sec): 3 clusters
  Score: Raw -10845498.778751 + Penalty 3715.071251 = -10841783.707500
  nChanged 2204
		SP:Iteration 17Q (64303.000000 sec): 3 clusters
  Score: Raw -10846537.387076 + Penalty 3715.071251 = -10842822.315825
  nChanged 2082
		SP:Iteration 18Q (64303.630000 sec): 3 clusters
  Score: Raw -10847579.600266 + Penalty 3715.071251 = -10843864.529015
  nChanged 2062
		SP:Iteration 19Q (64304.290000 sec): 3 clusters
  Score: Raw -10848697.080593 + Penalty 3715.071251 = -10844982.009342
  nChanged 1850
		SP:Iteration 20F (64304.910000 sec): 3 clusters
  Score: Raw -10849748.560196 + Penalty 3715.071251 = -10846033.488945
  nChanged 1615
		SP:Iteration 21Q (64305.530000 sec): 3 clusters
  Score: Raw -10850714.077862 + Penalty 3715.071251 = -10846999.006611
  nChanged 1361
		SP:Iteration 22Q (64306.190000 sec): 3 clusters
  Score: Raw -10851548.157522 + Penalty 3715.071251 = -10847833.086271
  nChanged 1099
		SP:Iteration 23Q (64306.800000 sec): 3 clusters
  Score: Raw -10852226.085960 + Penalty 3715.071251 = -10848511.014709
  nChanged 811
		SP:Iteration 24Q (64307.390000 sec): 3 clusters
  Score: Raw -10852736.895507 + Penalty 3715.071251 = -10849021.824256
  nChanged 577
		SP:Iteration 25Q (64307.940000 sec): 3 clusters
  Score: Raw -10853105.544600 + Penalty 3715.071251 = -10849390.473350
  nChanged 392
		SP:Iteration 26Q (64308.510000 sec): 3 clusters
  Score: Raw -10853362.162417 + Penalty 3715.071251 = -10849647.091166
  nChanged 266
		SP:Iteration 27Q (64309.120000 sec): 3 clusters
  Score: Raw -10853547.000710 + Penalty 3715.071251 = -10849831.929459
  nChanged 202
		SP:Iteration 28Q (64309.760000 sec): 3 clusters
  Score: Raw -10853681.710983 + Penalty 3715.071251 = -10849966.639732
  nChanged 153
		SP:Iteration 29Q (64310.300000 sec): 3 clusters
  Score: Raw -10853772.802752 + Penalty 3715.071251 = -10850057.731501
  nChanged 94
		SP:Iteration 30Q (64310.760000 sec): 3 clusters
  Score: Raw -10853829.990492 + Penalty 3715.071251 = -10850114.919241
  nChanged 77
		SP:Iteration 31Q (64311.310000 sec): 3 clusters
  Score: Raw -10853874.380900 + Penalty 3715.071251 = -10850159.309649
  nChanged 38
		SP:Iteration 32Q (64311.780000 sec): 3 clusters
  Score: Raw -10853895.961436 + Penalty 3715.071251 = -10850180.890185
  nChanged 28
		SP:Iteration 33Q (64312.230000 sec): 3 clusters
  Score: Raw -10853914.398038 + Penalty 3715.071251 = -10850199.326787
  nChanged 24
		SP:Iteration 34Q (64312.720000 sec): 3 clusters
  Score: Raw -10853926.127498 + Penalty 3715.071251 = -10850211.056247
  nChanged 19
		SP:Iteration 35Q (64313.180000 sec): 3 clusters
  Score: Raw -10853935.260853 + Penalty 3715.071251 = -10850220.189602
  nChanged 22
		SP:Iteration 36Q (64313.790000 sec): 3 clusters
  Score: Raw -10853947.966527 + Penalty 3715.071251 = -10850232.895276
  nChanged 23
		SP:Iteration 37Q (64314.310000 sec): 3 clusters
  Score: Raw -10853963.683653 + Penalty 3715.071251 = -10850248.612402
  nChanged 25
		SP:Iteration 38Q (64314.930000 sec): 3 clusters
  Score: Raw -10853979.612854 + Penalty 3715.071251 = -10850264.541604
  nChanged 19
		SP:Iteration 39Q (64315.620000 sec): 3 clusters
  Score: Raw -10853993.017658 + Penalty 3715.071251 = -10850277.946407
  nChanged 14
		SP:Iteration 40F (64316.180000 sec): 3 clusters
  Score: Raw -10854003.526429 + Penalty 3715.071251 = -10850288.455178
  nChanged 8
		SP:Iteration 41Q (64316.710000 sec): 3 clusters
  Score: Raw -10854009.220653 + Penalty 3715.071251 = -10850294.149402
  nChanged 7
		SP:Iteration 42Q (64317.190000 sec): 3 clusters
  Score: Raw -10854014.176149 + Penalty 3715.071251 = -10850299.104899
  nChanged 11
		SP:Iteration 43Q (64317.710000 sec): 3 clusters
  Score: Raw -10854022.321031 + Penalty 3715.071251 = -10850307.249780
  nChanged 4
		SP:Iteration 44Q (64318.210000 sec): 3 clusters
  Score: Raw -10854024.540195 + Penalty 3715.071251 = -10850309.468944
  nChanged 1
		SP:Iteration 45Q (64318.770000 sec): 3 clusters
  Score: Raw -10854024.882285 + Penalty 3715.071251 = -10850309.811034
  nChanged 3
		SP:Iteration 46Q (64319.280000 sec): 3 clusters
  Score: Raw -10854026.882138 + Penalty 3715.071251 = -10850311.810887
  nChanged 3
		SP:Iteration 47Q (64319.790000 sec): 3 clusters
  Score: Raw -10854028.237347 + Penalty 3715.071251 = -10850313.166096
  nChanged 5
		SP:Iteration 48Q (64320.300000 sec): 3 clusters
  Score: Raw -10854031.494204 + Penalty 3715.071251 = -10850316.422953
  nChanged 3
		SP:Iteration 49Q (64320.870000 sec): 3 clusters
  Score: Raw -10854032.609172 + Penalty 3715.071251 = -10850317.537921
  nChanged 3
		SP:Iteration 50Q (64321.420000 sec): 3 clusters
  Score: Raw -10854034.095157 + Penalty 3715.071251 = -10850319.023906
  nChanged 1
		SP:Iteration 51Q (64321.930000 sec): 3 clusters
  Score: Raw -10854034.452084 + Penalty 3715.071251 = -10850319.380834
  nChanged 2
		SP:Iteration 52Q (64322.530000 sec): 3 clusters
  Score: Raw -10854035.169214 + Penalty 3715.071251 = -10850320.097963
  nChanged 1
		SP:Iteration 53Q (64323.050000 sec): 3 clusters
  Score: Raw -10854035.539503 + Penalty 3715.071251 = -10850320.468252
  nChanged 0
		SP:Iteration 54F (64323.690000 sec): 3 clusters
  Score: Raw -10854035.539503 + Penalty 3715.071251 = -10850320.468252
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64323.820000 sec): 2 clusters
  Score: Raw -126503.319228 + Penalty 1181.425844 = -125321.893384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64323.990000 sec): 3 clusters
  Score: Raw -125944.131633 + Penalty 2362.851688 = -123581.279945
  nChanged 466
		SP:Iteration 1F (64324.160000 sec): 3 clusters
  Score: Raw -126319.470059 + Penalty 2362.851688 = -123956.618371
  nChanged 131
		SP:Iteration 2F (64324.340000 sec): 3 clusters
  Score: Raw -126453.745826 + Penalty 2362.851688 = -124090.894138
  nChanged 72
		SP:Iteration 3F (64324.550000 sec): 3 clusters
  Score: Raw -126541.162112 + Penalty 2362.851688 = -124178.310424
  nChanged 75
		SP:Iteration 4F (64324.740000 sec): 3 clusters
  Score: Raw -126617.520890 + Penalty 2362.851688 = -124254.669202
  nChanged 54
		SP:Iteration 5Q (64324.940000 sec): 3 clusters
  Score: Raw -126684.158938 + Penalty 2362.851688 = -124321.307250
  nChanged 50
		SP:Iteration 6Q (64325.120000 sec): 3 clusters
  Score: Raw -126754.835164 + Penalty 2362.851688 = -124391.983476
  nChanged 46
		SP:Iteration 7Q (64325.290000 sec): 3 clusters
  Score: Raw -126802.546686 + Penalty 2362.851688 = -124439.694998
  nChanged 36
		SP:Iteration 8Q (64325.480000 sec): 3 clusters
  Score: Raw -126839.691924 + Penalty 2362.851688 = -124476.840236
  nChanged 24
		SP:Iteration 9Q (64325.670000 sec): 3 clusters
  Score: Raw -126860.232498 + Penalty 2362.851688 = -124497.380810
  nChanged 17
		SP:Iteration 10Q (64325.850000 sec): 3 clusters
  Score: Raw -126873.514247 + Penalty 2362.851688 = -124510.662559
  nChanged 18
		SP:Iteration 11Q (64326.030000 sec): 3 clusters
  Score: Raw -126891.432628 + Penalty 2362.851688 = -124528.580940
  nChanged 24
		SP:Iteration 12Q (64326.180000 sec): 3 clusters
  Score: Raw -126913.876627 + Penalty 2362.851688 = -124551.024939
  nChanged 21
		SP:Iteration 13Q (64326.390000 sec): 3 clusters
  Score: Raw -126934.143663 + Penalty 2362.851688 = -124571.291975
  nChanged 21
		SP:Iteration 14Q (64326.630000 sec): 3 clusters
  Score: Raw -126958.098134 + Penalty 2362.851688 = -124595.246446
  nChanged 28
		SP:Iteration 15Q (64326.790000 sec): 3 clusters
  Score: Raw -126994.647579 + Penalty 2362.851688 = -124631.795891
  nChanged 28
		SP:Iteration 16Q (64326.990000 sec): 3 clusters
  Score: Raw -127029.489007 + Penalty 2362.851688 = -124666.637319
  nChanged 18
		SP:Iteration 17Q (64327.180000 sec): 3 clusters
  Score: Raw -127051.356768 + Penalty 2362.851688 = -124688.505080
  nChanged 17
		SP:Iteration 18Q (64327.360000 sec): 3 clusters
  Score: Raw -127068.989389 + Penalty 2362.851688 = -124706.137701
  nChanged 25
		SP:Iteration 19Q (64327.560000 sec): 3 clusters
  Score: Raw -127098.225090 + Penalty 2362.851688 = -124735.373402
  nChanged 22
		SP:Iteration 20F (64327.730000 sec): 3 clusters
  Score: Raw -127115.404884 + Penalty 2362.851688 = -124752.553196
  nChanged 13
		SP:Iteration 21Q (64327.940000 sec): 3 clusters
  Score: Raw -127127.137116 + Penalty 2362.851688 = -124764.285428
  nChanged 13
		SP:Iteration 22Q (64328.120000 sec): 3 clusters
  Score: Raw -127140.771664 + Penalty 2362.851688 = -124777.919976
  nChanged 13
		SP:Iteration 23Q (64328.270000 sec): 3 clusters
  Score: Raw -127159.937329 + Penalty 2362.851688 = -124797.085641
  nChanged 24
		SP:Iteration 24Q (64328.410000 sec): 3 clusters
  Score: Raw -127203.098487 + Penalty 2362.851688 = -124840.246799
  nChanged 28
		SP:Iteration 25Q (64328.640000 sec): 3 clusters
  Score: Raw -127284.048314 + Penalty 2362.851688 = -124921.196626
  nChanged 26
		SP:Iteration 26Q (64328.800000 sec): 3 clusters
  Score: Raw -127330.347798 + Penalty 2362.851688 = -124967.496110
  nChanged 28
		SP:Iteration 27Q (64328.980000 sec): 3 clusters
  Score: Raw -127367.484389 + Penalty 2362.851688 = -125004.632701
  nChanged 19
		SP:Iteration 28Q (64329.180000 sec): 3 clusters
  Score: Raw -127383.459416 + Penalty 2362.851688 = -125020.607728
  nChanged 8
		SP:Iteration 29Q (64329.400000 sec): 3 clusters
  Score: Raw -127388.837239 + Penalty 2362.851688 = -125025.985551
  nChanged 4
		SP:Iteration 30Q (64329.560000 sec): 3 clusters
  Score: Raw -127392.200450 + Penalty 2362.851688 = -125029.348762
  nChanged 3
		SP:Iteration 31Q (64329.760000 sec): 3 clusters
  Score: Raw -127395.532483 + Penalty 2362.851688 = -125032.680795
  nChanged 3
		SP:Iteration 32Q (64329.930000 sec): 3 clusters
  Score: Raw -127396.638075 + Penalty 2362.851688 = -125033.786388
  nChanged 1
		SP:Iteration 33Q (64330.110000 sec): 3 clusters
  Score: Raw -127397.386143 + Penalty 2362.851688 = -125034.534455
  nChanged 1
		SP:Iteration 34Q (64330.290000 sec): 3 clusters
  Score: Raw -127397.862561 + Penalty 2362.851688 = -125035.010873
  nChanged 0
		SP:Iteration 35F (64330.470000 sec): 3 clusters
  Score: Raw -127397.862561 + Penalty 2362.851688 = -125035.010873
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64330.590000 sec): 2 clusters
  Score: Raw -965717.601007 + Penalty 1475.630163 = -964241.970844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64330.830000 sec): 3 clusters
  Score: Raw -960737.371719 + Penalty 2951.260325 = -957786.111394
  nChanged 3824
		SP:Iteration 1F (64331.090000 sec): 3 clusters
  Score: Raw -962862.640237 + Penalty 2951.260325 = -959911.379911
  nChanged 643
		SP:Iteration 2F (64331.320000 sec): 3 clusters
  Score: Raw -963249.790598 + Penalty 2951.260325 = -960298.530272
  nChanged 539
		SP:Iteration 3F (64331.580000 sec): 3 clusters
  Score: Raw -963570.340197 + Penalty 2951.260325 = -960619.079872
  nChanged 468
		SP:Iteration 4F (64331.840000 sec): 3 clusters
  Score: Raw -963841.403591 + Penalty 2951.260325 = -960890.143266
  nChanged 396
		SP:Iteration 5Q (64332.080000 sec): 3 clusters
  Score: Raw -964047.088646 + Penalty 2951.260325 = -961095.828321
  nChanged 351
		SP:Iteration 6Q (64332.360000 sec): 3 clusters
  Score: Raw -964217.726447 + Penalty 2951.260325 = -961266.466122
  nChanged 312
		SP:Iteration 7Q (64332.570000 sec): 3 clusters
  Score: Raw -964360.974745 + Penalty 2951.260325 = -961409.714420
  nChanged 274
		SP:Iteration 8Q (64332.810000 sec): 3 clusters
  Score: Raw -964480.862018 + Penalty 2951.260325 = -961529.601693
  nChanged 229
		SP:Iteration 9Q (64333.030000 sec): 3 clusters
  Score: Raw -964572.034336 + Penalty 2951.260325 = -961620.774011
  nChanged 202
		SP:Iteration 10Q (64333.240000 sec): 3 clusters
  Score: Raw -964646.642587 + Penalty 2951.260325 = -961695.382262
  nChanged 186
		SP:Iteration 11Q (64333.430000 sec): 3 clusters
  Score: Raw -964720.333361 + Penalty 2951.260325 = -961769.073036
  nChanged 167
		SP:Iteration 12Q (64333.680000 sec): 3 clusters
  Score: Raw -964782.931254 + Penalty 2951.260325 = -961831.670929
  nChanged 180
		SP:Iteration 13Q (64333.930000 sec): 3 clusters
  Score: Raw -964845.326359 + Penalty 2951.260325 = -961894.066033
  nChanged 185
		SP:Iteration 14Q (64334.210000 sec): 3 clusters
  Score: Raw -964913.445618 + Penalty 2951.260325 = -961962.185292
  nChanged 155
		SP:Iteration 15Q (64334.430000 sec): 3 clusters
  Score: Raw -964968.606248 + Penalty 2951.260325 = -962017.345923
  nChanged 127
		SP:Iteration 16Q (64334.680000 sec): 3 clusters
  Score: Raw -965013.396961 + Penalty 2951.260325 = -962062.136636
  nChanged 140
		SP:Iteration 17Q (64334.880000 sec): 3 clusters
  Score: Raw -965066.765501 + Penalty 2951.260325 = -962115.505176
  nChanged 125
		SP:Iteration 18Q (64335.100000 sec): 3 clusters
  Score: Raw -965110.373731 + Penalty 2951.260325 = -962159.113406
  nChanged 135
		SP:Iteration 19Q (64335.350000 sec): 3 clusters
  Score: Raw -965161.045111 + Penalty 2951.260325 = -962209.784786
  nChanged 145
		SP:Iteration 20F (64335.570000 sec): 3 clusters
  Score: Raw -965216.364191 + Penalty 2951.260325 = -962265.103866
  nChanged 125
		SP:Iteration 21Q (64335.750000 sec): 3 clusters
  Score: Raw -965262.202280 + Penalty 2951.260325 = -962310.941955
  nChanged 130
		SP:Iteration 22Q (64335.930000 sec): 3 clusters
  Score: Raw -965306.249457 + Penalty 2951.260325 = -962354.989131
  nChanged 129
		SP:Iteration 23Q (64336.180000 sec): 3 clusters
  Score: Raw -965355.861959 + Penalty 2951.260325 = -962404.601634
  nChanged 133
		SP:Iteration 24Q (64336.420000 sec): 3 clusters
  Score: Raw -965413.550716 + Penalty 2951.260325 = -962462.290391
  nChanged 115
		SP:Iteration 25Q (64336.600000 sec): 3 clusters
  Score: Raw -965466.509390 + Penalty 2951.260325 = -962515.249065
  nChanged 95
		SP:Iteration 26Q (64336.820000 sec): 3 clusters
  Score: Raw -965515.133118 + Penalty 2951.260325 = -962563.872792
  nChanged 95
		SP:Iteration 27Q (64337.060000 sec): 3 clusters
  Score: Raw -965566.294638 + Penalty 2951.260325 = -962615.034313
  nChanged 101
		SP:Iteration 28Q (64337.240000 sec): 3 clusters
  Score: Raw -965621.485344 + Penalty 2951.260325 = -962670.225019
  nChanged 90
		SP:Iteration 29Q (64337.460000 sec): 3 clusters
  Score: Raw -965669.973746 + Penalty 2951.260325 = -962718.713421
  nChanged 83
		SP:Iteration 30Q (64337.700000 sec): 3 clusters
  Score: Raw -965719.056608 + Penalty 2951.260325 = -962767.796283
  nChanged 76
		SP:Iteration 31Q (64337.870000 sec): 3 clusters
  Score: Raw -965759.642378 + Penalty 2951.260325 = -962808.382053
  nChanged 58
		SP:Iteration 32Q (64338.100000 sec): 3 clusters
  Score: Raw -965793.147685 + Penalty 2951.260325 = -962841.887360
  nChanged 57
		SP:Iteration 33Q (64338.320000 sec): 3 clusters
  Score: Raw -965824.785436 + Penalty 2951.260325 = -962873.525111
  nChanged 50
		SP:Iteration 34Q (64338.560000 sec): 3 clusters
  Score: Raw -965859.156690 + Penalty 2951.260325 = -962907.896365
  nChanged 55
		SP:Iteration 35Q (64338.740000 sec): 3 clusters
  Score: Raw -965893.013408 + Penalty 2951.260325 = -962941.753083
  nChanged 44
		SP:Iteration 36Q (64338.960000 sec): 3 clusters
  Score: Raw -965916.192285 + Penalty 2951.260325 = -962964.931960
  nChanged 42
		SP:Iteration 37Q (64339.250000 sec): 3 clusters
  Score: Raw -965941.011653 + Penalty 2951.260325 = -962989.751328
  nChanged 31
		SP:Iteration 38Q (64339.440000 sec): 3 clusters
  Score: Raw -965957.574946 + Penalty 2951.260325 = -963006.314621
  nChanged 27
		SP:Iteration 39Q (64339.630000 sec): 3 clusters
  Score: Raw -965972.185070 + Penalty 2951.260325 = -963020.924745
  nChanged 16
		SP:Iteration 40F (64339.880000 sec): 3 clusters
  Score: Raw -965983.193044 + Penalty 2951.260325 = -963031.932719
  nChanged 19
		SP:Iteration 41Q (64340.110000 sec): 3 clusters
  Score: Raw -965993.469174 + Penalty 2951.260325 = -963042.208849
  nChanged 13
		SP:Iteration 42Q (64340.370000 sec): 3 clusters
  Score: Raw -966002.355015 + Penalty 2951.260325 = -963051.094690
  nChanged 8
		SP:Iteration 43Q (64340.580000 sec): 3 clusters
  Score: Raw -966008.108536 + Penalty 2951.260325 = -963056.848210
  nChanged 8
		SP:Iteration 44Q (64340.810000 sec): 3 clusters
  Score: Raw -966012.932330 + Penalty 2951.260325 = -963061.672005
  nChanged 8
		SP:Iteration 45Q (64341.120000 sec): 3 clusters
  Score: Raw -966018.217667 + Penalty 2951.260325 = -963066.957342
  nChanged 10
		SP:Iteration 46Q (64341.290000 sec): 3 clusters
  Score: Raw -966024.080480 + Penalty 2951.260325 = -963072.820155
  nChanged 11
		SP:Iteration 47Q (64341.480000 sec): 3 clusters
  Score: Raw -966028.452107 + Penalty 2951.260325 = -963077.191782
  nChanged 9
		SP:Iteration 48Q (64341.730000 sec): 3 clusters
  Score: Raw -966030.771439 + Penalty 2951.260325 = -963079.511114
  nChanged 3
		SP:Iteration 49Q (64341.960000 sec): 3 clusters
  Score: Raw -966032.737073 + Penalty 2951.260325 = -963081.476748
  nChanged 9
		SP:Iteration 50Q (64342.180000 sec): 3 clusters
  Score: Raw -966037.092533 + Penalty 2951.260325 = -963085.832208
  nChanged 6
		SP:Iteration 51Q (64342.430000 sec): 3 clusters
  Score: Raw -966039.739310 + Penalty 2951.260325 = -963088.478985
  nChanged 2
		SP:Iteration 52Q (64342.690000 sec): 3 clusters
  Score: Raw -966040.330150 + Penalty 2951.260325 = -963089.069824
  nChanged 1
		SP:Iteration 53Q (64342.900000 sec): 3 clusters
  Score: Raw -966040.622387 + Penalty 2951.260325 = -963089.362062
  nChanged 0
		SP:Iteration 54F (64343.150000 sec): 3 clusters
  Score: Raw -966040.622387 + Penalty 2951.260325 = -963089.362062
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64343.280000 sec): 2 clusters
  Score: Raw -802682.732738 + Penalty 1447.684841 = -801235.047897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64343.460000 sec): 3 clusters
  Score: Raw -798597.573489 + Penalty 2895.369682 = -795702.203807
  nChanged 3171
		SP:Iteration 1F (64343.680000 sec): 3 clusters
  Score: Raw -800391.192516 + Penalty 2895.369682 = -797495.822833
  nChanged 533
		SP:Iteration 2F (64343.920000 sec): 3 clusters
  Score: Raw -800671.920957 + Penalty 2895.369682 = -797776.551275
  nChanged 392
		SP:Iteration 3F (64344.160000 sec): 3 clusters
  Score: Raw -800861.872357 + Penalty 2895.369682 = -797966.502675
  nChanged 315
		SP:Iteration 4Q (64344.400000 sec): 3 clusters
  Score: Raw -801009.017633 + Penalty 2895.369682 = -798113.647950
  nChanged 305
		SP:Iteration 5Q (64344.680000 sec): 3 clusters
  Score: Raw -801171.025093 + Penalty 2895.369682 = -798275.655411
  nChanged 303
		SP:Iteration 6Q (64344.950000 sec): 3 clusters
  Score: Raw -801326.569558 + Penalty 2895.369682 = -798431.199876
  nChanged 255
		SP:Iteration 7Q (64345.140000 sec): 3 clusters
  Score: Raw -801458.074570 + Penalty 2895.369682 = -798562.704887
  nChanged 263
		SP:Iteration 8Q (64345.350000 sec): 3 clusters
  Score: Raw -801596.308402 + Penalty 2895.369682 = -798700.938720
  nChanged 231
		SP:Iteration 9Q (64345.620000 sec): 3 clusters
  Score: Raw -801722.190197 + Penalty 2895.369682 = -798826.820515
  nChanged 220
		SP:Iteration 10Q (64345.820000 sec): 3 clusters
  Score: Raw -801834.482166 + Penalty 2895.369682 = -798939.112484
  nChanged 199
		SP:Iteration 11Q (64346.130000 sec): 3 clusters
  Score: Raw -801935.444608 + Penalty 2895.369682 = -799040.074926
  nChanged 196
		SP:Iteration 12Q (64346.350000 sec): 3 clusters
  Score: Raw -802052.796118 + Penalty 2895.369682 = -799157.426436
  nChanged 199
		SP:Iteration 13Q (64346.570000 sec): 3 clusters
  Score: Raw -802172.940208 + Penalty 2895.369682 = -799277.570526
  nChanged 178
		SP:Iteration 14Q (64346.750000 sec): 3 clusters
  Score: Raw -802286.052405 + Penalty 2895.369682 = -799390.682723
  nChanged 158
		SP:Iteration 15Q (64346.990000 sec): 3 clusters
  Score: Raw -802371.916065 + Penalty 2895.369682 = -799476.546383
  nChanged 131
		SP:Iteration 16Q (64347.190000 sec): 3 clusters
  Score: Raw -802441.763265 + Penalty 2895.369682 = -799546.393583
  nChanged 105
		SP:Iteration 17Q (64347.410000 sec): 3 clusters
  Score: Raw -802498.457504 + Penalty 2895.369682 = -799603.087821
  nChanged 93
		SP:Iteration 18Q (64347.630000 sec): 3 clusters
  Score: Raw -802559.715531 + Penalty 2895.369682 = -799664.345848
  nChanged 100
		SP:Iteration 19Q (64347.830000 sec): 3 clusters
  Score: Raw -802616.199067 + Penalty 2895.369682 = -799720.829385
  nChanged 77
		SP:Iteration 20F (64348.020000 sec): 3 clusters
  Score: Raw -802657.244171 + Penalty 2895.369682 = -799761.874488
  nChanged 69
		SP:Iteration 21Q (64348.230000 sec): 3 clusters
  Score: Raw -802698.834335 + Penalty 2895.369682 = -799803.464653
  nChanged 56
		SP:Iteration 22Q (64348.440000 sec): 3 clusters
  Score: Raw -802735.290295 + Penalty 2895.369682 = -799839.920613
  nChanged 63
		SP:Iteration 23Q (64348.670000 sec): 3 clusters
  Score: Raw -802776.022061 + Penalty 2895.369682 = -799880.652379
  nChanged 63
		SP:Iteration 24Q (64348.890000 sec): 3 clusters
  Score: Raw -802814.551921 + Penalty 2895.369682 = -799919.182239
  nChanged 52
		SP:Iteration 25Q (64349.070000 sec): 3 clusters
  Score: Raw -802844.282134 + Penalty 2895.369682 = -799948.912451
  nChanged 46
		SP:Iteration 26Q (64349.260000 sec): 3 clusters
  Score: Raw -802867.230931 + Penalty 2895.369682 = -799971.861249
  nChanged 36
		SP:Iteration 27Q (64349.490000 sec): 3 clusters
  Score: Raw -802892.645559 + Penalty 2895.369682 = -799997.275877
  nChanged 36
		SP:Iteration 28Q (64349.710000 sec): 3 clusters
  Score: Raw -802917.814762 + Penalty 2895.369682 = -800022.445080
  nChanged 41
		SP:Iteration 29Q (64349.920000 sec): 3 clusters
  Score: Raw -802942.033706 + Penalty 2895.369682 = -800046.664023
  nChanged 36
		SP:Iteration 30Q (64350.170000 sec): 3 clusters
  Score: Raw -802958.013044 + Penalty 2895.369682 = -800062.643362
  nChanged 11
		SP:Iteration 31Q (64350.350000 sec): 3 clusters
  Score: Raw -802964.326935 + Penalty 2895.369682 = -800068.957252
  nChanged 12
		SP:Iteration 32Q (64350.600000 sec): 3 clusters
  Score: Raw -802969.874786 + Penalty 2895.369682 = -800074.505103
  nChanged 14
		SP:Iteration 33Q (64350.840000 sec): 3 clusters
  Score: Raw -802976.591888 + Penalty 2895.369682 = -800081.222205
  nChanged 15
		SP:Iteration 34Q (64351.060000 sec): 3 clusters
  Score: Raw -802984.655194 + Penalty 2895.369682 = -800089.285511
  nChanged 18
		SP:Iteration 35Q (64351.290000 sec): 3 clusters
  Score: Raw -802990.615398 + Penalty 2895.369682 = -800095.245716
  nChanged 8
		SP:Iteration 36Q (64351.540000 sec): 3 clusters
  Score: Raw -802992.653391 + Penalty 2895.369682 = -800097.283709
  nChanged 4
		SP:Iteration 37Q (64351.720000 sec): 3 clusters
  Score: Raw -802993.275586 + Penalty 2895.369682 = -800097.905903
  nChanged 2
		SP:Iteration 38Q (64351.920000 sec): 3 clusters
  Score: Raw -802993.866812 + Penalty 2895.369682 = -800098.497129
  nChanged 3
		SP:Iteration 39Q (64352.170000 sec): 3 clusters
  Score: Raw -802996.155252 + Penalty 2895.369682 = -800100.785570
  nChanged 7
		SP:Iteration 40F (64352.350000 sec): 3 clusters
  Score: Raw -803000.445755 + Penalty 2895.369682 = -800105.076072
  nChanged 9
		SP:Iteration 41Q (64352.520000 sec): 3 clusters
  Score: Raw -803005.199552 + Penalty 2895.369682 = -800109.829869
  nChanged 9
		SP:Iteration 42Q (64352.740000 sec): 3 clusters
  Score: Raw -803009.595293 + Penalty 2895.369682 = -800114.225611
  nChanged 9
		SP:Iteration 43Q (64352.960000 sec): 3 clusters
  Score: Raw -803014.275296 + Penalty 2895.369682 = -800118.905614
  nChanged 8
		SP:Iteration 44Q (64353.170000 sec): 3 clusters
  Score: Raw -803018.308255 + Penalty 2895.369682 = -800122.938573
  nChanged 12
		SP:Iteration 45Q (64353.390000 sec): 3 clusters
  Score: Raw -803025.354452 + Penalty 2895.369682 = -800129.984770
  nChanged 15
		SP:Iteration 46Q (64353.570000 sec): 3 clusters
  Score: Raw -803033.804201 + Penalty 2895.369682 = -800138.434519
  nChanged 12
		SP:Iteration 47Q (64353.760000 sec): 3 clusters
  Score: Raw -803040.293401 + Penalty 2895.369682 = -800144.923719
  nChanged 7
		SP:Iteration 48Q (64353.960000 sec): 3 clusters
  Score: Raw -803045.046159 + Penalty 2895.369682 = -800149.676477
  nChanged 7
		SP:Iteration 49Q (64354.180000 sec): 3 clusters
  Score: Raw -803047.614002 + Penalty 2895.369682 = -800152.244319
  nChanged 5
		SP:Iteration 50Q (64354.360000 sec): 3 clusters
  Score: Raw -803049.854183 + Penalty 2895.369682 = -800154.484501
  nChanged 3
		SP:Iteration 51Q (64354.590000 sec): 3 clusters
  Score: Raw -803052.144865 + Penalty 2895.369682 = -800156.775182
  nChanged 4
		SP:Iteration 52Q (64354.790000 sec): 3 clusters
  Score: Raw -803055.133801 + Penalty 2895.369682 = -800159.764118
  nChanged 7
		SP:Iteration 53Q (64355.040000 sec): 3 clusters
  Score: Raw -803058.141003 + Penalty 2895.369682 = -800162.771320
  nChanged 6
		SP:Iteration 54Q (64355.280000 sec): 3 clusters
  Score: Raw -803059.995258 + Penalty 2895.369682 = -800164.625576
  nChanged 3
		SP:Iteration 55Q (64355.470000 sec): 3 clusters
  Score: Raw -803061.303997 + Penalty 2895.369682 = -800165.934315
  nChanged 4
		SP:Iteration 56Q (64355.700000 sec): 3 clusters
  Score: Raw -803062.207043 + Penalty 2895.369682 = -800166.837361
  nChanged 3
		SP:Iteration 57Q (64355.940000 sec): 3 clusters
  Score: Raw -803063.142093 + Penalty 2895.369682 = -800167.772411
  nChanged 3
		SP:Iteration 58Q (64356.160000 sec): 3 clusters
  Score: Raw -803064.421226 + Penalty 2895.369682 = -800169.051544
  nChanged 4
		SP:Iteration 59Q (64356.420000 sec): 3 clusters
  Score: Raw -803067.103579 + Penalty 2895.369682 = -800171.733897
  nChanged 4
		SP:Iteration 60F (64356.720000 sec): 3 clusters
  Score: Raw -803070.030626 + Penalty 2895.369682 = -800174.660944
  nChanged 5
		SP:Iteration 61Q (64356.920000 sec): 3 clusters
  Score: Raw -803072.983249 + Penalty 2895.369682 = -800177.613567
  nChanged 6
		SP:Iteration 62Q (64357.100000 sec): 3 clusters
  Score: Raw -803075.296166 + Penalty 2895.369682 = -800179.926484
  nChanged 1
		SP:Iteration 63Q (64357.340000 sec): 3 clusters
  Score: Raw -803076.013774 + Penalty 2895.369682 = -800180.644092
  nChanged 1
		SP:Iteration 64Q (64357.530000 sec): 3 clusters
  Score: Raw -803076.185984 + Penalty 2895.369682 = -800180.816302
  nChanged 2
		SP:Iteration 65Q (64357.720000 sec): 3 clusters
  Score: Raw -803076.718607 + Penalty 2895.369682 = -800181.348925
  nChanged 2
		SP:Iteration 66Q (64357.940000 sec): 3 clusters
  Score: Raw -803077.430828 + Penalty 2895.369682 = -800182.061145
  nChanged 0
		SP:Iteration 67F (64358.190000 sec): 3 clusters
  Score: Raw -803077.430828 + Penalty 2895.369682 = -800182.061145
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (183792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64359.170000 sec): 2 clusters
  Score: Raw -19269289.249694 + Penalty 1969.753494 = -19267319.496200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64360.240000 sec): 3 clusters
  Score: Raw -19147643.636151 + Penalty 3939.506988 = -19143704.129163
  nChanged 89420
		SP:Iteration 1F (64361.350000 sec): 3 clusters
  Score: Raw -19202454.959112 + Penalty 3939.506988 = -19198515.452124
  nChanged 7761
		SP:Iteration 2Q (64362.460000 sec): 3 clusters
  Score: Raw -19205185.794610 + Penalty 3939.506988 = -19201246.287622
  nChanged 8692
		SP:Iteration 3Q (64363.500000 sec): 3 clusters
  Score: Raw -19208787.180545 + Penalty 3939.506988 = -19204847.673557
  nChanged 9615
		SP:Iteration 4F (64364.560000 sec): 3 clusters
  Score: Raw -19213387.533162 + Penalty 3939.506988 = -19209448.026174
  nChanged 10239
		SP:Iteration 5F (64365.620000 sec): 3 clusters
  Score: Raw -19218910.725953 + Penalty 3939.506988 = -19214971.218965
  nChanged 10563
		SP:Iteration 6F (64366.650000 sec): 3 clusters
  Score: Raw -19225191.093542 + Penalty 3939.506988 = -19221251.586554
  nChanged 10464
		SP:Iteration 7F (64367.690000 sec): 3 clusters
  Score: Raw -19231681.969194 + Penalty 3939.506988 = -19227742.462206
  nChanged 9649
		SP:Iteration 8F (64368.680000 sec): 3 clusters
  Score: Raw -19237443.796397 + Penalty 3939.506988 = -19233504.289409
  nChanged 8214
		SP:Iteration 9Q (64369.990000 sec): 3 clusters
  Score: Raw -19241405.842541 + Penalty 3939.506988 = -19237466.335553
  nChanged 6050
		SP:Iteration 10Q (64371.010000 sec): 3 clusters
  Score: Raw -19243415.801216 + Penalty 3939.506988 = -19239476.294228
  nChanged 4044
		SP:Iteration 11Q (64372.270000 sec): 3 clusters
  Score: Raw -19244381.624353 + Penalty 3939.506988 = -19240442.117365
  nChanged 2912
		SP:Iteration 12Q (64373.450000 sec): 3 clusters
  Score: Raw -19245032.222560 + Penalty 3939.506988 = -19241092.715572
  nChanged 2495
		SP:Iteration 13Q (64374.700000 sec): 3 clusters
  Score: Raw -19245608.746120 + Penalty 3939.506988 = -19241669.239132
  nChanged 2419
		SP:Iteration 14Q (64375.900000 sec): 3 clusters
  Score: Raw -19246196.150483 + Penalty 3939.506988 = -19242256.643496
  nChanged 2460
		SP:Iteration 15Q (64377.070000 sec): 3 clusters
  Score: Raw -19246837.705290 + Penalty 3939.506988 = -19242898.198302
  nChanged 2632
		SP:Iteration 16Q (64378.170000 sec): 3 clusters
  Score: Raw -19247541.760894 + Penalty 3939.506988 = -19243602.253906
  nChanged 2678
		SP:Iteration 17Q (64379.100000 sec): 3 clusters
  Score: Raw -19248292.414895 + Penalty 3939.506988 = -19244352.907907
  nChanged 2857
		SP:Iteration 18Q (64380.110000 sec): 3 clusters
  Score: Raw -19249158.794543 + Penalty 3939.506988 = -19245219.287555
  nChanged 2970
		SP:Iteration 19Q (64381.160000 sec): 3 clusters
  Score: Raw -19250082.885733 + Penalty 3939.506988 = -19246143.378745
  nChanged 2974
		SP:Iteration 20F (64382.310000 sec): 3 clusters
  Score: Raw -19251036.955789 + Penalty 3939.506988 = -19247097.448801
  nChanged 3052
		SP:Iteration 21Q (64383.520000 sec): 3 clusters
  Score: Raw -19252070.261954 + Penalty 3939.506988 = -19248130.754967
  nChanged 3105
		SP:Iteration 22Q (64384.580000 sec): 3 clusters
  Score: Raw -19253180.058081 + Penalty 3939.506988 = -19249240.551093
  nChanged 3186
		SP:Iteration 23Q (64385.770000 sec): 3 clusters
  Score: Raw -19254388.586612 + Penalty 3939.506988 = -19250449.079624
  nChanged 3326
		SP:Iteration 24Q (64386.820000 sec): 3 clusters
  Score: Raw -19255761.526823 + Penalty 3939.506988 = -19251822.019835
  nChanged 3377
		SP:Iteration 25Q (64387.820000 sec): 3 clusters
  Score: Raw -19257234.718751 + Penalty 3939.506988 = -19253295.211763
  nChanged 3358
		SP:Iteration 26Q (64388.730000 sec): 3 clusters
  Score: Raw -19258789.509986 + Penalty 3939.506988 = -19254850.002998
  nChanged 3293
		SP:Iteration 27Q (64389.620000 sec): 3 clusters
  Score: Raw -19260373.262234 + Penalty 3939.506988 = -19256433.755247
  nChanged 3088
		SP:Iteration 28Q (64390.530000 sec): 3 clusters
  Score: Raw -19261854.454534 + Penalty 3939.506988 = -19257914.947546
  nChanged 2825
		SP:Iteration 29Q (64391.510000 sec): 3 clusters
  Score: Raw -19263216.582836 + Penalty 3939.506988 = -19259277.075848
  nChanged 2571
		SP:Iteration 30Q (64392.440000 sec): 3 clusters
  Score: Raw -19264507.574271 + Penalty 3939.506988 = -19260568.067283
  nChanged 2323
		SP:Iteration 31Q (64393.580000 sec): 3 clusters
  Score: Raw -19265693.398502 + Penalty 3939.506988 = -19261753.891514
  nChanged 2043
		SP:Iteration 32Q (64394.640000 sec): 3 clusters
  Score: Raw -19266717.865261 + Penalty 3939.506988 = -19262778.358273
  nChanged 1719
		SP:Iteration 33Q (64395.700000 sec): 3 clusters
  Score: Raw -19267564.908636 + Penalty 3939.506988 = -19263625.401649
  nChanged 1472
		SP:Iteration 34Q (64396.660000 sec): 3 clusters
  Score: Raw -19268294.225345 + Penalty 3939.506988 = -19264354.718358
  nChanged 1179
		SP:Iteration 35Q (64397.590000 sec): 3 clusters
  Score: Raw -19268864.550580 + Penalty 3939.506988 = -19264925.043593
  nChanged 921
		SP:Iteration 36Q (64398.580000 sec): 3 clusters
  Score: Raw -19269289.102676 + Penalty 3939.506988 = -19265349.595689
  nChanged 743
		SP:Iteration 37Q (64399.500000 sec): 3 clusters
  Score: Raw -19269601.024061 + Penalty 3939.506988 = -19265661.517074
  nChanged 550
		SP:Iteration 38Q (64400.400000 sec): 3 clusters
  Score: Raw -19269829.183625 + Penalty 3939.506988 = -19265889.676638
  nChanged 444
		SP:Iteration 39Q (64401.340000 sec): 3 clusters
  Score: Raw -19269986.408478 + Penalty 3939.506988 = -19266046.901490
  nChanged 311
		SP:Iteration 40F (64402.410000 sec): 3 clusters
  Score: Raw -19270086.988353 + Penalty 3939.506988 = -19266147.481366
  nChanged 234
		SP:Iteration 41Q (64403.340000 sec): 3 clusters
  Score: Raw -19270169.942595 + Penalty 3939.506988 = -19266230.435607
  nChanged 194
		SP:Iteration 42Q (64404.210000 sec): 3 clusters
  Score: Raw -19270231.309184 + Penalty 3939.506988 = -19266291.802196
  nChanged 158
		SP:Iteration 43Q (64405.060000 sec): 3 clusters
  Score: Raw -19270280.118972 + Penalty 3939.506988 = -19266340.611985
  nChanged 142
		SP:Iteration 44Q (64405.940000 sec): 3 clusters
  Score: Raw -19270322.570224 + Penalty 3939.506988 = -19266383.063236
  nChanged 103
		SP:Iteration 45Q (64406.810000 sec): 3 clusters
  Score: Raw -19270349.233741 + Penalty 3939.506988 = -19266409.726753
  nChanged 70
		SP:Iteration 46Q (64407.680000 sec): 3 clusters
  Score: Raw -19270365.746090 + Penalty 3939.506988 = -19266426.239102
  nChanged 71
		SP:Iteration 47Q (64408.570000 sec): 3 clusters
  Score: Raw -19270380.522906 + Penalty 3939.506988 = -19266441.015918
  nChanged 61
		SP:Iteration 48Q (64409.430000 sec): 3 clusters
  Score: Raw -19270393.351104 + Penalty 3939.506988 = -19266453.844116
  nChanged 51
		SP:Iteration 49Q (64410.280000 sec): 3 clusters
  Score: Raw -19270402.967873 + Penalty 3939.506988 = -19266463.460886
  nChanged 50
		SP:Iteration 50Q (64411.180000 sec): 3 clusters
  Score: Raw -19270410.101244 + Penalty 3939.506988 = -19266470.594256
  nChanged 35
		SP:Iteration 51Q (64412.070000 sec): 3 clusters
  Score: Raw -19270414.744787 + Penalty 3939.506988 = -19266475.237799
  nChanged 33
		SP:Iteration 52Q (64412.920000 sec): 3 clusters
  Score: Raw -19270419.460606 + Penalty 3939.506988 = -19266479.953619
  nChanged 18
		SP:Iteration 53Q (64413.820000 sec): 3 clusters
  Score: Raw -19270421.734795 + Penalty 3939.506988 = -19266482.227808
  nChanged 18
		SP:Iteration 54Q (64414.760000 sec): 3 clusters
  Score: Raw -19270424.643225 + Penalty 3939.506988 = -19266485.136237
  nChanged 17
		SP:Iteration 55Q (64415.650000 sec): 3 clusters
  Score: Raw -19270427.690159 + Penalty 3939.506988 = -19266488.183171
  nChanged 20
		SP:Iteration 56Q (64416.500000 sec): 3 clusters
  Score: Raw -19270431.641042 + Penalty 3939.506988 = -19266492.134054
  nChanged 23
		SP:Iteration 57Q (64417.330000 sec): 3 clusters
  Score: Raw -19270435.884402 + Penalty 3939.506988 = -19266496.377415
  nChanged 21
		SP:Iteration 58Q (64418.160000 sec): 3 clusters
  Score: Raw -19270438.779061 + Penalty 3939.506988 = -19266499.272073
  nChanged 14
		SP:Iteration 59Q (64419.040000 sec): 3 clusters
  Score: Raw -19270440.959989 + Penalty 3939.506988 = -19266501.453002
  nChanged 15
		SP:Iteration 60F (64419.980000 sec): 3 clusters
  Score: Raw -19270443.453510 + Penalty 3939.506988 = -19266503.946523
  nChanged 16
		SP:Iteration 61Q (64420.830000 sec): 3 clusters
  Score: Raw -19270446.808676 + Penalty 3939.506988 = -19266507.301688
  nChanged 16
		SP:Iteration 62Q (64421.630000 sec): 3 clusters
  Score: Raw -19270450.056240 + Penalty 3939.506988 = -19266510.549252
  nChanged 18
		SP:Iteration 63Q (64422.490000 sec): 3 clusters
  Score: Raw -19270452.635048 + Penalty 3939.506988 = -19266513.128060
  nChanged 15
		SP:Iteration 64Q (64423.360000 sec): 3 clusters
  Score: Raw -19270455.022579 + Penalty 3939.506988 = -19266515.515591
  nChanged 12
		SP:Iteration 65Q (64424.230000 sec): 3 clusters
  Score: Raw -19270456.531630 + Penalty 3939.506988 = -19266517.024642
  nChanged 10
		SP:Iteration 66Q (64425.150000 sec): 3 clusters
  Score: Raw -19270457.867382 + Penalty 3939.506988 = -19266518.360395
  nChanged 11
		SP:Iteration 67Q (64426.060000 sec): 3 clusters
  Score: Raw -19270459.790670 + Penalty 3939.506988 = -19266520.283683
  nChanged 8
		SP:Iteration 68Q (64426.920000 sec): 3 clusters
  Score: Raw -19270461.217514 + Penalty 3939.506988 = -19266521.710526
  nChanged 5
		SP:Iteration 69Q (64427.790000 sec): 3 clusters
  Score: Raw -19270461.904615 + Penalty 3939.506988 = -19266522.397627
  nChanged 2
		SP:Iteration 70Q (64428.680000 sec): 3 clusters
  Score: Raw -19270462.135373 + Penalty 3939.506988 = -19266522.628385
  nChanged 0
		SP:Iteration 71F (64429.780000 sec): 3 clusters
  Score: Raw -19270462.135373 + Penalty 3939.506988 = -19266522.628385
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (14906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64430.030000 sec): 2 clusters
  Score: Raw -1632433.904837 + Penalty 1561.546853 = -1630872.357984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64430.380000 sec): 3 clusters
  Score: Raw -1623731.116947 + Penalty 3123.093706 = -1620608.023241
  nChanged 6527
		SP:Iteration 1F (64430.620000 sec): 3 clusters
  Score: Raw -1627209.408196 + Penalty 3123.093706 = -1624086.314490
  nChanged 893
		SP:Iteration 2F (64430.870000 sec): 3 clusters
  Score: Raw -1627617.502502 + Penalty 3123.093706 = -1624494.408796
  nChanged 850
		SP:Iteration 3F (64431.150000 sec): 3 clusters
  Score: Raw -1628044.976326 + Penalty 3123.093706 = -1624921.882620
  nChanged 880
		SP:Iteration 4F (64431.410000 sec): 3 clusters
  Score: Raw -1628576.856612 + Penalty 3123.093706 = -1625453.762906
  nChanged 927
		SP:Iteration 5F (64431.700000 sec): 3 clusters
  Score: Raw -1629229.965377 + Penalty 3123.093706 = -1626106.871671
  nChanged 935
		SP:Iteration 6F (64431.960000 sec): 3 clusters
  Score: Raw -1629898.820042 + Penalty 3123.093706 = -1626775.726336
  nChanged 886
		SP:Iteration 7F (64432.240000 sec): 3 clusters
  Score: Raw -1630567.835791 + Penalty 3123.093706 = -1627444.742085
  nChanged 774
		SP:Iteration 8F (64432.500000 sec): 3 clusters
  Score: Raw -1631107.601519 + Penalty 3123.093706 = -1627984.507813
  nChanged 599
		SP:Iteration 9Q (64432.770000 sec): 3 clusters
  Score: Raw -1631475.500198 + Penalty 3123.093706 = -1628352.406491
  nChanged 452
		SP:Iteration 10Q (64433.070000 sec): 3 clusters
  Score: Raw -1631755.736061 + Penalty 3123.093706 = -1628632.642355
  nChanged 374
		SP:Iteration 11Q (64433.390000 sec): 3 clusters
  Score: Raw -1631944.676653 + Penalty 3123.093706 = -1628821.582947
  nChanged 278
		SP:Iteration 12Q (64433.650000 sec): 3 clusters
  Score: Raw -1632067.183191 + Penalty 3123.093706 = -1628944.089485
  nChanged 248
		SP:Iteration 13Q (64433.910000 sec): 3 clusters
  Score: Raw -1632170.596697 + Penalty 3123.093706 = -1629047.502991
  nChanged 194
		SP:Iteration 14Q (64434.230000 sec): 3 clusters
  Score: Raw -1632245.242003 + Penalty 3123.093706 = -1629122.148297
  nChanged 179
		SP:Iteration 15Q (64434.490000 sec): 3 clusters
  Score: Raw -1632309.367133 + Penalty 3123.093706 = -1629186.273427
  nChanged 141
		SP:Iteration 16Q (64434.770000 sec): 3 clusters
  Score: Raw -1632357.577791 + Penalty 3123.093706 = -1629234.484085
  nChanged 128
		SP:Iteration 17Q (64435.070000 sec): 3 clusters
  Score: Raw -1632396.318924 + Penalty 3123.093706 = -1629273.225218
  nChanged 124
		SP:Iteration 18Q (64435.350000 sec): 3 clusters
  Score: Raw -1632431.577040 + Penalty 3123.093706 = -1629308.483334
  nChanged 119
		SP:Iteration 19Q (64435.580000 sec): 3 clusters
  Score: Raw -1632473.820166 + Penalty 3123.093706 = -1629350.726460
  nChanged 126
		SP:Iteration 20F (64435.900000 sec): 3 clusters
  Score: Raw -1632515.040426 + Penalty 3123.093706 = -1629391.946720
  nChanged 112
		SP:Iteration 21Q (64436.170000 sec): 3 clusters
  Score: Raw -1632552.538521 + Penalty 3123.093706 = -1629429.444815
  nChanged 96
		SP:Iteration 22Q (64436.470000 sec): 3 clusters
  Score: Raw -1632580.553314 + Penalty 3123.093706 = -1629457.459608
  nChanged 73
		SP:Iteration 23Q (64436.730000 sec): 3 clusters
  Score: Raw -1632600.299504 + Penalty 3123.093706 = -1629477.205798
  nChanged 67
		SP:Iteration 24Q (64437.020000 sec): 3 clusters
  Score: Raw -1632615.099103 + Penalty 3123.093706 = -1629492.005397
  nChanged 55
		SP:Iteration 25Q (64437.310000 sec): 3 clusters
  Score: Raw -1632626.299302 + Penalty 3123.093706 = -1629503.205596
  nChanged 45
		SP:Iteration 26Q (64437.550000 sec): 3 clusters
  Score: Raw -1632635.260378 + Penalty 3123.093706 = -1629512.166672
  nChanged 37
		SP:Iteration 27Q (64437.770000 sec): 3 clusters
  Score: Raw -1632642.224428 + Penalty 3123.093706 = -1629519.130722
  nChanged 37
		SP:Iteration 28Q (64438.070000 sec): 3 clusters
  Score: Raw -1632648.203599 + Penalty 3123.093706 = -1629525.109893
  nChanged 34
		SP:Iteration 29Q (64438.270000 sec): 3 clusters
  Score: Raw -1632655.231072 + Penalty 3123.093706 = -1629532.137366
  nChanged 40
		SP:Iteration 30Q (64438.540000 sec): 3 clusters
  Score: Raw -1632664.485547 + Penalty 3123.093706 = -1629541.391841
  nChanged 36
		SP:Iteration 31Q (64438.820000 sec): 3 clusters
  Score: Raw -1632672.443001 + Penalty 3123.093706 = -1629549.349295
  nChanged 29
		SP:Iteration 32Q (64439.080000 sec): 3 clusters
  Score: Raw -1632680.193505 + Penalty 3123.093706 = -1629557.099799
  nChanged 31
		SP:Iteration 33Q (64439.310000 sec): 3 clusters
  Score: Raw -1632686.570657 + Penalty 3123.093706 = -1629563.476951
  nChanged 24
		SP:Iteration 34Q (64439.560000 sec): 3 clusters
  Score: Raw -1632691.332714 + Penalty 3123.093706 = -1629568.239008
  nChanged 21
		SP:Iteration 35Q (64439.780000 sec): 3 clusters
  Score: Raw -1632694.844770 + Penalty 3123.093706 = -1629571.751064
  nChanged 21
		SP:Iteration 36Q (64440.030000 sec): 3 clusters
  Score: Raw -1632699.284314 + Penalty 3123.093706 = -1629576.190608
  nChanged 20
		SP:Iteration 37Q (64440.280000 sec): 3 clusters
  Score: Raw -1632702.394632 + Penalty 3123.093706 = -1629579.300926
  nChanged 17
		SP:Iteration 38Q (64440.520000 sec): 3 clusters
  Score: Raw -1632705.734341 + Penalty 3123.093706 = -1629582.640635
  nChanged 13
		SP:Iteration 39Q (64440.750000 sec): 3 clusters
  Score: Raw -1632708.407946 + Penalty 3123.093706 = -1629585.314240
  nChanged 16
		SP:Iteration 40F (64440.990000 sec): 3 clusters
  Score: Raw -1632711.183720 + Penalty 3123.093706 = -1629588.090014
  nChanged 13
		SP:Iteration 41Q (64441.270000 sec): 3 clusters
  Score: Raw -1632713.737256 + Penalty 3123.093706 = -1629590.643550
  nChanged 17
		SP:Iteration 42Q (64441.550000 sec): 3 clusters
  Score: Raw -1632717.411780 + Penalty 3123.093706 = -1629594.318074
  nChanged 12
		SP:Iteration 43Q (64441.740000 sec): 3 clusters
  Score: Raw -1632719.711983 + Penalty 3123.093706 = -1629596.618277
  nChanged 13
		SP:Iteration 44Q (64442.020000 sec): 3 clusters
  Score: Raw -1632722.061453 + Penalty 3123.093706 = -1629598.967747
  nChanged 22
		SP:Iteration 45Q (64442.250000 sec): 3 clusters
  Score: Raw -1632726.621067 + Penalty 3123.093706 = -1629603.527361
  nChanged 21
		SP:Iteration 46Q (64442.470000 sec): 3 clusters
  Score: Raw -1632730.765851 + Penalty 3123.093706 = -1629607.672145
  nChanged 11
		SP:Iteration 47Q (64442.700000 sec): 3 clusters
  Score: Raw -1632732.247943 + Penalty 3123.093706 = -1629609.154237
  nChanged 8
		SP:Iteration 48Q (64442.910000 sec): 3 clusters
  Score: Raw -1632734.196692 + Penalty 3123.093706 = -1629611.102985
  nChanged 14
		SP:Iteration 49Q (64443.180000 sec): 3 clusters
  Score: Raw -1632736.790502 + Penalty 3123.093706 = -1629613.696796
  nChanged 17
		SP:Iteration 50Q (64443.440000 sec): 3 clusters
  Score: Raw -1632739.462189 + Penalty 3123.093706 = -1629616.368483
  nChanged 11
		SP:Iteration 51Q (64443.620000 sec): 3 clusters
  Score: Raw -1632741.615572 + Penalty 3123.093706 = -1629618.521866
  nChanged 13
		SP:Iteration 52Q (64443.920000 sec): 3 clusters
  Score: Raw -1632743.409453 + Penalty 3123.093706 = -1629620.315747
  nChanged 8
		SP:Iteration 53Q (64444.140000 sec): 3 clusters
  Score: Raw -1632744.749929 + Penalty 3123.093706 = -1629621.656223
  nChanged 11
		SP:Iteration 54Q (64444.400000 sec): 3 clusters
  Score: Raw -1632746.845805 + Penalty 3123.093706 = -1629623.752099
  nChanged 9
		SP:Iteration 55Q (64444.690000 sec): 3 clusters
  Score: Raw -1632748.706506 + Penalty 3123.093706 = -1629625.612800
  nChanged 10
		SP:Iteration 56Q (64444.920000 sec): 3 clusters
  Score: Raw -1632750.774401 + Penalty 3123.093706 = -1629627.680695
  nChanged 17
		SP:Iteration 57Q (64445.200000 sec): 3 clusters
  Score: Raw -1632754.508902 + Penalty 3123.093706 = -1629631.415196
  nChanged 8
		SP:Iteration 58Q (64445.550000 sec): 3 clusters
  Score: Raw -1632756.134159 + Penalty 3123.093706 = -1629633.040453
  nChanged 7
		SP:Iteration 59Q (64445.800000 sec): 3 clusters
  Score: Raw -1632757.166386 + Penalty 3123.093706 = -1629634.072680
  nChanged 6
		SP:Iteration 60F (64446.060000 sec): 3 clusters
  Score: Raw -1632757.714839 + Penalty 3123.093706 = -1629634.621133
  nChanged 6
		SP:Iteration 61Q (64446.320000 sec): 3 clusters
  Score: Raw -1632758.350395 + Penalty 3123.093706 = -1629635.256689
  nChanged 6
		SP:Iteration 62Q (64446.620000 sec): 3 clusters
  Score: Raw -1632759.533065 + Penalty 3123.093706 = -1629636.439359
  nChanged 6
		SP:Iteration 63Q (64446.870000 sec): 3 clusters
  Score: Raw -1632760.517271 + Penalty 3123.093706 = -1629637.423565
  nChanged 5
		SP:Iteration 64Q (64447.140000 sec): 3 clusters
  Score: Raw -1632761.336396 + Penalty 3123.093706 = -1629638.242690
  nChanged 7
		SP:Iteration 65Q (64447.440000 sec): 3 clusters
  Score: Raw -1632762.561794 + Penalty 3123.093706 = -1629639.468088
  nChanged 5
		SP:Iteration 66Q (64447.680000 sec): 3 clusters
  Score: Raw -1632763.577811 + Penalty 3123.093706 = -1629640.484105
  nChanged 8
		SP:Iteration 67Q (64447.930000 sec): 3 clusters
  Score: Raw -1632765.144199 + Penalty 3123.093706 = -1629642.050493
  nChanged 9
		SP:Iteration 68Q (64448.210000 sec): 3 clusters
  Score: Raw -1632766.684944 + Penalty 3123.093706 = -1629643.591238
  nChanged 10
		SP:Iteration 69Q (64448.430000 sec): 3 clusters
  Score: Raw -1632768.438872 + Penalty 3123.093706 = -1629645.345165
  nChanged 13
		SP:Iteration 70Q (64448.670000 sec): 3 clusters
  Score: Raw -1632771.172962 + Penalty 3123.093706 = -1629648.079256
  nChanged 13
		SP:Iteration 71Q (64448.950000 sec): 3 clusters
  Score: Raw -1632773.465387 + Penalty 3123.093706 = -1629650.371681
  nChanged 10
		SP:Iteration 72Q (64449.220000 sec): 3 clusters
  Score: Raw -1632775.226033 + Penalty 3123.093706 = -1629652.132327
  nChanged 7
		SP:Iteration 73Q (64449.560000 sec): 3 clusters
  Score: Raw -1632776.173504 + Penalty 3123.093706 = -1629653.079798
  nChanged 6
		SP:Iteration 74Q (64449.850000 sec): 3 clusters
  Score: Raw -1632777.126756 + Penalty 3123.093706 = -1629654.033050
  nChanged 5
		SP:Iteration 75Q (64450.140000 sec): 3 clusters
  Score: Raw -1632777.952300 + Penalty 3123.093706 = -1629654.858594
  nChanged 5
		SP:Iteration 76Q (64450.360000 sec): 3 clusters
  Score: Raw -1632778.759241 + Penalty 3123.093706 = -1629655.665535
  nChanged 6
		SP:Iteration 77Q (64450.590000 sec): 3 clusters
  Score: Raw -1632779.967243 + Penalty 3123.093706 = -1629656.873537
  nChanged 6
		SP:Iteration 78Q (64450.840000 sec): 3 clusters
  Score: Raw -1632781.208679 + Penalty 3123.093706 = -1629658.114973
  nChanged 6
		SP:Iteration 79Q (64451.070000 sec): 3 clusters
  Score: Raw -1632782.078468 + Penalty 3123.093706 = -1629658.984762
  nChanged 8
		SP:Iteration 80F (64451.320000 sec): 3 clusters
  Score: Raw -1632783.491450 + Penalty 3123.093706 = -1629660.397744
  nChanged 13
		SP:Iteration 81Q (64451.580000 sec): 3 clusters
  Score: Raw -1632786.490368 + Penalty 3123.093706 = -1629663.396662
  nChanged 9
		SP:Iteration 82Q (64451.770000 sec): 3 clusters
  Score: Raw -1632787.729316 + Penalty 3123.093706 = -1629664.635610
  nChanged 2
		SP:Iteration 83Q (64452.080000 sec): 3 clusters
  Score: Raw -1632787.892611 + Penalty 3123.093706 = -1629664.798905
  nChanged 0
		SP:Iteration 84F (64452.400000 sec): 3 clusters
  Score: Raw -1632787.892611 + Penalty 3123.093706 = -1629664.798905
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (43078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64452.700000 sec): 2 clusters
  Score: Raw -4711368.400871 + Penalty 1733.999752 = -4709634.401119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64453.140000 sec): 3 clusters
  Score: Raw -4684300.241518 + Penalty 3467.999504 = -4680832.242014
  nChanged 20120
		SP:Iteration 1F (64453.600000 sec): 3 clusters
  Score: Raw -4695980.146526 + Penalty 3467.999504 = -4692512.147022
  nChanged 2164
		SP:Iteration 2F (64454.040000 sec): 3 clusters
  Score: Raw -4696905.024285 + Penalty 3467.999504 = -4693437.024781
  nChanged 2303
		SP:Iteration 3F (64454.450000 sec): 3 clusters
  Score: Raw -4698020.180120 + Penalty 3467.999504 = -4694552.180616
  nChanged 2517
		SP:Iteration 4F (64454.900000 sec): 3 clusters
  Score: Raw -4699416.877851 + Penalty 3467.999504 = -4695948.878347
  nChanged 2642
		SP:Iteration 5F (64455.250000 sec): 3 clusters
  Score: Raw -4701046.088491 + Penalty 3467.999504 = -4697578.088986
  nChanged 2675
		SP:Iteration 6F (64455.680000 sec): 3 clusters
  Score: Raw -4702832.326744 + Penalty 3467.999504 = -4699364.327239
  nChanged 2516
		SP:Iteration 7F (64456.120000 sec): 3 clusters
  Score: Raw -4704669.375475 + Penalty 3467.999504 = -4701201.375971
  nChanged 2162
		SP:Iteration 8F (64456.520000 sec): 3 clusters
  Score: Raw -4706369.763606 + Penalty 3467.999504 = -4702901.764102
  nChanged 1769
		SP:Iteration 9Q (64457.000000 sec): 3 clusters
  Score: Raw -4707700.190250 + Penalty 3467.999504 = -4704232.190746
  nChanged 1340
		SP:Iteration 10Q (64457.390000 sec): 3 clusters
  Score: Raw -4708554.766289 + Penalty 3467.999504 = -4705086.766785
  nChanged 1027
		SP:Iteration 11Q (64457.780000 sec): 3 clusters
  Score: Raw -4709084.742934 + Penalty 3467.999504 = -4705616.743430
  nChanged 811
		SP:Iteration 12Q (64458.170000 sec): 3 clusters
  Score: Raw -4709479.822856 + Penalty 3467.999504 = -4706011.823352
  nChanged 734
		SP:Iteration 13Q (64458.550000 sec): 3 clusters
  Score: Raw -4709832.917639 + Penalty 3467.999504 = -4706364.918135
  nChanged 619
		SP:Iteration 14Q (64458.960000 sec): 3 clusters
  Score: Raw -4710134.478527 + Penalty 3467.999504 = -4706666.479023
  nChanged 541
		SP:Iteration 15Q (64459.300000 sec): 3 clusters
  Score: Raw -4710397.519622 + Penalty 3467.999504 = -4706929.520118
  nChanged 498
		SP:Iteration 16Q (64459.660000 sec): 3 clusters
  Score: Raw -4710635.484351 + Penalty 3467.999504 = -4707167.484847
  nChanged 439
		SP:Iteration 17Q (64460.010000 sec): 3 clusters
  Score: Raw -4710846.402483 + Penalty 3467.999504 = -4707378.402979
  nChanged 395
		SP:Iteration 18Q (64460.340000 sec): 3 clusters
  Score: Raw -4711044.002925 + Penalty 3467.999504 = -4707576.003421
  nChanged 341
		SP:Iteration 19Q (64460.670000 sec): 3 clusters
  Score: Raw -4711192.847801 + Penalty 3467.999504 = -4707724.848297
  nChanged 292
		SP:Iteration 20F (64461.040000 sec): 3 clusters
  Score: Raw -4711319.878345 + Penalty 3467.999504 = -4707851.878841
  nChanged 242
		SP:Iteration 21Q (64461.390000 sec): 3 clusters
  Score: Raw -4711424.980568 + Penalty 3467.999504 = -4707956.981064
  nChanged 215
		SP:Iteration 22Q (64461.730000 sec): 3 clusters
  Score: Raw -4711509.695953 + Penalty 3467.999504 = -4708041.696449
  nChanged 181
		SP:Iteration 23Q (64462.180000 sec): 3 clusters
  Score: Raw -4711580.137706 + Penalty 3467.999504 = -4708112.138202
  nChanged 168
		SP:Iteration 24Q (64462.580000 sec): 3 clusters
  Score: Raw -4711648.439176 + Penalty 3467.999504 = -4708180.439671
  nChanged 148
		SP:Iteration 25Q (64462.990000 sec): 3 clusters
  Score: Raw -4711706.886248 + Penalty 3467.999504 = -4708238.886744
  nChanged 116
		SP:Iteration 26Q (64463.370000 sec): 3 clusters
  Score: Raw -4711748.521136 + Penalty 3467.999504 = -4708280.521632
  nChanged 99
		SP:Iteration 27Q (64463.700000 sec): 3 clusters
  Score: Raw -4711788.001764 + Penalty 3467.999504 = -4708320.002260
  nChanged 93
		SP:Iteration 28Q (64464.070000 sec): 3 clusters
  Score: Raw -4711827.410224 + Penalty 3467.999504 = -4708359.410720
  nChanged 75
		SP:Iteration 29Q (64464.480000 sec): 3 clusters
  Score: Raw -4711856.750076 + Penalty 3467.999504 = -4708388.750571
  nChanged 62
		SP:Iteration 30Q (64464.840000 sec): 3 clusters
  Score: Raw -4711879.862002 + Penalty 3467.999504 = -4708411.862498
  nChanged 54
		SP:Iteration 31Q (64465.260000 sec): 3 clusters
  Score: Raw -4711898.220667 + Penalty 3467.999504 = -4708430.221163
  nChanged 46
		SP:Iteration 32Q (64465.590000 sec): 3 clusters
  Score: Raw -4711915.815292 + Penalty 3467.999504 = -4708447.815788
  nChanged 34
		SP:Iteration 33Q (64466.030000 sec): 3 clusters
  Score: Raw -4711926.809087 + Penalty 3467.999504 = -4708458.809583
  nChanged 27
		SP:Iteration 34Q (64466.350000 sec): 3 clusters
  Score: Raw -4711935.242981 + Penalty 3467.999504 = -4708467.243477
  nChanged 21
		SP:Iteration 35Q (64466.730000 sec): 3 clusters
  Score: Raw -4711941.347598 + Penalty 3467.999504 = -4708473.348094
  nChanged 21
		SP:Iteration 36Q (64467.090000 sec): 3 clusters
  Score: Raw -4711947.645564 + Penalty 3467.999504 = -4708479.646060
  nChanged 21
		SP:Iteration 37Q (64467.430000 sec): 3 clusters
  Score: Raw -4711953.411468 + Penalty 3467.999504 = -4708485.411964
  nChanged 14
		SP:Iteration 38Q (64467.810000 sec): 3 clusters
  Score: Raw -4711956.714357 + Penalty 3467.999504 = -4708488.714853
  nChanged 10
		SP:Iteration 39Q (64468.180000 sec): 3 clusters
  Score: Raw -4711958.325249 + Penalty 3467.999504 = -4708490.325745
  nChanged 8
		SP:Iteration 40F (64468.520000 sec): 3 clusters
  Score: Raw -4711960.166361 + Penalty 3467.999504 = -4708492.166857
  nChanged 5
		SP:Iteration 41Q (64468.880000 sec): 3 clusters
  Score: Raw -4711962.209234 + Penalty 3467.999504 = -4708494.209730
  nChanged 9
		SP:Iteration 42Q (64469.270000 sec): 3 clusters
  Score: Raw -4711964.088143 + Penalty 3467.999504 = -4708496.088639
  nChanged 6
		SP:Iteration 43Q (64469.650000 sec): 3 clusters
  Score: Raw -4711965.720715 + Penalty 3467.999504 = -4708497.721211
  nChanged 6
		SP:Iteration 44Q (64469.990000 sec): 3 clusters
  Score: Raw -4711966.782764 + Penalty 3467.999504 = -4708498.783260
  nChanged 3
		SP:Iteration 45Q (64470.320000 sec): 3 clusters
  Score: Raw -4711967.527138 + Penalty 3467.999504 = -4708499.527634
  nChanged 4
		SP:Iteration 46Q (64470.690000 sec): 3 clusters
  Score: Raw -4711968.087213 + Penalty 3467.999504 = -4708500.087709
  nChanged 2
		SP:Iteration 47Q (64471.000000 sec): 3 clusters
  Score: Raw -4711968.272248 + Penalty 3467.999504 = -4708500.272744
  nChanged 0
		SP:Iteration 48F (64471.430000 sec): 3 clusters
  Score: Raw -4711968.272248 + Penalty 3467.999504 = -4708500.272744
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (179064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64472.320000 sec): 2 clusters
  Score: Raw -20098322.254968 + Penalty 1965.518516 = -20096356.736452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64473.320000 sec): 3 clusters
  Score: Raw -19979704.770837 + Penalty 3931.037033 = -19975773.733804
  nChanged 86456
		SP:Iteration 1F (64474.370000 sec): 3 clusters
  Score: Raw -20032240.152224 + Penalty 3931.037033 = -20028309.115191
  nChanged 6620
		SP:Iteration 2Q (64475.400000 sec): 3 clusters
  Score: Raw -20034414.414204 + Penalty 3931.037033 = -20030483.377171
  nChanged 7605
		SP:Iteration 3Q (64476.450000 sec): 3 clusters
  Score: Raw -20037365.476310 + Penalty 3931.037033 = -20033434.439278
  nChanged 8619
		SP:Iteration 4Q (64477.610000 sec): 3 clusters
  Score: Raw -20041131.469065 + Penalty 3931.037033 = -20037200.432032
  nChanged 9461
		SP:Iteration 5F (64478.710000 sec): 3 clusters
  Score: Raw -20045997.873132 + Penalty 3931.037033 = -20042066.836099
  nChanged 10302
		SP:Iteration 6F (64479.790000 sec): 3 clusters
  Score: Raw -20052024.231271 + Penalty 3931.037033 = -20048093.194239
  nChanged 10534
		SP:Iteration 7F (64480.880000 sec): 3 clusters
  Score: Raw -20058728.978801 + Penalty 3931.037033 = -20054797.941768
  nChanged 10177
		SP:Iteration 8F (64481.910000 sec): 3 clusters
  Score: Raw -20065388.311490 + Penalty 3931.037033 = -20061457.274457
  nChanged 9342
		SP:Iteration 9F (64482.940000 sec): 3 clusters
  Score: Raw -20071594.529426 + Penalty 3931.037033 = -20067663.492393
  nChanged 8210
		SP:Iteration 10Q (64484.130000 sec): 3 clusters
  Score: Raw -20077093.283187 + Penalty 3931.037033 = -20073162.246154
  nChanged 7047
		SP:Iteration 11Q (64485.120000 sec): 3 clusters
  Score: Raw -20081765.221716 + Penalty 3931.037033 = -20077834.184683
  nChanged 5870
		SP:Iteration 12Q (64486.240000 sec): 3 clusters
  Score: Raw -20085426.881764 + Penalty 3931.037033 = -20081495.844731
  nChanged 5070
		SP:Iteration 13Q (64487.210000 sec): 3 clusters
  Score: Raw -20088479.698598 + Penalty 3931.037033 = -20084548.661565
  nChanged 4367
		SP:Iteration 14Q (64488.260000 sec): 3 clusters
  Score: Raw -20091072.608097 + Penalty 3931.037033 = -20087141.571064
  nChanged 3649
		SP:Iteration 15Q (64489.200000 sec): 3 clusters
  Score: Raw -20093243.377660 + Penalty 3931.037033 = -20089312.340627
  nChanged 2928
		SP:Iteration 16Q (64490.260000 sec): 3 clusters
  Score: Raw -20094909.862391 + Penalty 3931.037033 = -20090978.825358
  nChanged 2192
		SP:Iteration 17Q (64491.280000 sec): 3 clusters
  Score: Raw -20096118.104748 + Penalty 3931.037033 = -20092187.067715
  nChanged 1617
		SP:Iteration 18Q (64492.310000 sec): 3 clusters
  Score: Raw -20096959.609632 + Penalty 3931.037033 = -20093028.572599
  nChanged 1136
		SP:Iteration 19Q (64493.350000 sec): 3 clusters
  Score: Raw -20097533.998191 + Penalty 3931.037033 = -20093602.961158
  nChanged 850
		SP:Iteration 20F (64494.360000 sec): 3 clusters
  Score: Raw -20097944.382041 + Penalty 3931.037033 = -20094013.345008
  nChanged 597
		SP:Iteration 21Q (64495.470000 sec): 3 clusters
  Score: Raw -20098216.891127 + Penalty 3931.037033 = -20094285.854094
  nChanged 403
		SP:Iteration 22Q (64496.500000 sec): 3 clusters
  Score: Raw -20098383.788015 + Penalty 3931.037033 = -20094452.750983
  nChanged 274
		SP:Iteration 23Q (64497.550000 sec): 3 clusters
  Score: Raw -20098500.279081 + Penalty 3931.037033 = -20094569.242049
  nChanged 227
		SP:Iteration 24Q (64498.450000 sec): 3 clusters
  Score: Raw -20098586.596472 + Penalty 3931.037033 = -20094655.559439
  nChanged 166
		SP:Iteration 25Q (64499.450000 sec): 3 clusters
  Score: Raw -20098649.832482 + Penalty 3931.037033 = -20094718.795449
  nChanged 124
		SP:Iteration 26Q (64500.510000 sec): 3 clusters
  Score: Raw -20098694.577144 + Penalty 3931.037033 = -20094763.540111
  nChanged 104
		SP:Iteration 27Q (64501.580000 sec): 3 clusters
  Score: Raw -20098726.223018 + Penalty 3931.037033 = -20094795.185985
  nChanged 81
		SP:Iteration 28Q (64502.590000 sec): 3 clusters
  Score: Raw -20098750.115145 + Penalty 3931.037033 = -20094819.078112
  nChanged 65
		SP:Iteration 29Q (64503.560000 sec): 3 clusters
  Score: Raw -20098768.634765 + Penalty 3931.037033 = -20094837.597732
  nChanged 55
		SP:Iteration 30Q (64504.580000 sec): 3 clusters
  Score: Raw -20098787.796432 + Penalty 3931.037033 = -20094856.759399
  nChanged 58
		SP:Iteration 31Q (64505.440000 sec): 3 clusters
  Score: Raw -20098807.684547 + Penalty 3931.037033 = -20094876.647514
  nChanged 59
		SP:Iteration 32Q (64506.390000 sec): 3 clusters
  Score: Raw -20098825.800658 + Penalty 3931.037033 = -20094894.763625
  nChanged 49
		SP:Iteration 33Q (64507.390000 sec): 3 clusters
  Score: Raw -20098842.828655 + Penalty 3931.037033 = -20094911.791622
  nChanged 44
		SP:Iteration 34Q (64508.260000 sec): 3 clusters
  Score: Raw -20098858.439180 + Penalty 3931.037033 = -20094927.402147
  nChanged 40
		SP:Iteration 35Q (64509.180000 sec): 3 clusters
  Score: Raw -20098869.933046 + Penalty 3931.037033 = -20094938.896013
  nChanged 29
		SP:Iteration 36Q (64510.140000 sec): 3 clusters
  Score: Raw -20098878.548558 + Penalty 3931.037033 = -20094947.511525
  nChanged 21
		SP:Iteration 37Q (64511.040000 sec): 3 clusters
  Score: Raw -20098883.748509 + Penalty 3931.037033 = -20094952.711476
  nChanged 16
		SP:Iteration 38Q (64511.980000 sec): 3 clusters
  Score: Raw -20098888.547522 + Penalty 3931.037033 = -20094957.510489
  nChanged 21
		SP:Iteration 39Q (64512.870000 sec): 3 clusters
  Score: Raw -20098894.073515 + Penalty 3931.037033 = -20094963.036482
  nChanged 21
		SP:Iteration 40F (64513.830000 sec): 3 clusters
  Score: Raw -20098899.161287 + Penalty 3931.037033 = -20094968.124254
  nChanged 9
		SP:Iteration 41Q (64514.760000 sec): 3 clusters
  Score: Raw -20098901.489733 + Penalty 3931.037033 = -20094970.452700
  nChanged 7
		SP:Iteration 42Q (64515.600000 sec): 3 clusters
  Score: Raw -20098903.108079 + Penalty 3931.037033 = -20094972.071047
  nChanged 4
		SP:Iteration 43Q (64516.530000 sec): 3 clusters
  Score: Raw -20098904.338794 + Penalty 3931.037033 = -20094973.301761
  nChanged 10
		SP:Iteration 44Q (64517.380000 sec): 3 clusters
  Score: Raw -20098907.133582 + Penalty 3931.037033 = -20094976.096549
  nChanged 8
		SP:Iteration 45Q (64518.320000 sec): 3 clusters
  Score: Raw -20098908.439463 + Penalty 3931.037033 = -20094977.402431
  nChanged 4
		SP:Iteration 46Q (64519.390000 sec): 3 clusters
  Score: Raw -20098909.597773 + Penalty 3931.037033 = -20094978.560740
  nChanged 3
		SP:Iteration 47Q (64520.320000 sec): 3 clusters
  Score: Raw -20098910.085709 + Penalty 3931.037033 = -20094979.048676
  nChanged 2
		SP:Iteration 48Q (64521.270000 sec): 3 clusters
  Score: Raw -20098910.592691 + Penalty 3931.037033 = -20094979.555658
  nChanged 2
		SP:Iteration 49Q (64522.260000 sec): 3 clusters
  Score: Raw -20098911.422503 + Penalty 3931.037033 = -20094980.385470
  nChanged 3
		SP:Iteration 50Q (64523.140000 sec): 3 clusters
  Score: Raw -20098912.015793 + Penalty 3931.037033 = -20094980.978761
  nChanged 1
		SP:Iteration 51Q (64524.000000 sec): 3 clusters
  Score: Raw -20098912.206286 + Penalty 3931.037033 = -20094981.169253
  nChanged 1
		SP:Iteration 52Q (64524.800000 sec): 3 clusters
  Score: Raw -20098912.336812 + Penalty 3931.037033 = -20094981.299779
  nChanged 3
		SP:Iteration 53Q (64525.750000 sec): 3 clusters
  Score: Raw -20098913.452935 + Penalty 3931.037033 = -20094982.415902
  nChanged 4
		SP:Iteration 54Q (64526.680000 sec): 3 clusters
  Score: Raw -20098914.537493 + Penalty 3931.037033 = -20094983.500460
  nChanged 4
		SP:Iteration 55Q (64527.640000 sec): 3 clusters
  Score: Raw -20098915.680009 + Penalty 3931.037033 = -20094984.642976
  nChanged 3
		SP:Iteration 56Q (64528.630000 sec): 3 clusters
  Score: Raw -20098916.238164 + Penalty 3931.037033 = -20094985.201131
  nChanged 3
		SP:Iteration 57Q (64529.550000 sec): 3 clusters
  Score: Raw -20098916.949630 + Penalty 3931.037033 = -20094985.912597
  nChanged 2
		SP:Iteration 58Q (64530.460000 sec): 3 clusters
  Score: Raw -20098917.355148 + Penalty 3931.037033 = -20094986.318115
  nChanged 5
		SP:Iteration 59Q (64531.410000 sec): 3 clusters
  Score: Raw -20098918.054080 + Penalty 3931.037033 = -20094987.017047
  nChanged 2
		SP:Iteration 60F (64532.410000 sec): 3 clusters
  Score: Raw -20098918.550023 + Penalty 3931.037033 = -20094987.512991
  nChanged 2
		SP:Iteration 61Q (64533.290000 sec): 3 clusters
  Score: Raw -20098918.898934 + Penalty 3931.037033 = -20094987.861901
  nChanged 5
		SP:Iteration 62Q (64534.240000 sec): 3 clusters
  Score: Raw -20098919.834399 + Penalty 3931.037033 = -20094988.797366
  nChanged 2
		SP:Iteration 63Q (64535.190000 sec): 3 clusters
  Score: Raw -20098920.562630 + Penalty 3931.037033 = -20094989.525597
  nChanged 3
		SP:Iteration 64Q (64536.070000 sec): 3 clusters
  Score: Raw -20098921.067262 + Penalty 3931.037033 = -20094990.030229
  nChanged 3
		SP:Iteration 65Q (64536.920000 sec): 3 clusters
  Score: Raw -20098921.502119 + Penalty 3931.037033 = -20094990.465086
  nChanged 1
		SP:Iteration 66Q (64537.860000 sec): 3 clusters
  Score: Raw -20098921.931506 + Penalty 3931.037033 = -20094990.894473
  nChanged 2
		SP:Iteration 67Q (64538.830000 sec): 3 clusters
  Score: Raw -20098922.497039 + Penalty 3931.037033 = -20094991.460006
  nChanged 2
		SP:Iteration 68Q (64539.830000 sec): 3 clusters
  Score: Raw -20098922.766863 + Penalty 3931.037033 = -20094991.729830
  nChanged 2
		SP:Iteration 69Q (64540.750000 sec): 3 clusters
  Score: Raw -20098922.967115 + Penalty 3931.037033 = -20094991.930082
  nChanged 0
		SP:Iteration 70F (64541.720000 sec): 3 clusters
  Score: Raw -20098922.967115 + Penalty 3931.037033 = -20094991.930082
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64541.980000 sec): 2 clusters
  Score: Raw -2298788.104435 + Penalty 1631.497286 = -2297156.607150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64542.310000 sec): 3 clusters
  Score: Raw -2284866.002513 + Penalty 3262.994572 = -2281603.007942
  nChanged 10438
		SP:Iteration 1F (64542.610000 sec): 3 clusters
  Score: Raw -2290899.196133 + Penalty 3262.994572 = -2287636.201561
  nChanged 1505
		SP:Iteration 2F (64542.890000 sec): 3 clusters
  Score: Raw -2291739.426440 + Penalty 3262.994572 = -2288476.431868
  nChanged 1537
		SP:Iteration 3F (64543.190000 sec): 3 clusters
  Score: Raw -2292699.823496 + Penalty 3262.994572 = -2289436.828924
  nChanged 1523
		SP:Iteration 4F (64543.510000 sec): 3 clusters
  Score: Raw -2293763.844537 + Penalty 3262.994572 = -2290500.849966
  nChanged 1476
		SP:Iteration 5F (64543.780000 sec): 3 clusters
  Score: Raw -2294828.890614 + Penalty 3262.994572 = -2291565.896043
  nChanged 1389
		SP:Iteration 6F (64544.060000 sec): 3 clusters
  Score: Raw -2295811.290527 + Penalty 3262.994572 = -2292548.295955
  nChanged 1221
		SP:Iteration 7F (64544.400000 sec): 3 clusters
  Score: Raw -2296649.802527 + Penalty 3262.994572 = -2293386.807955
  nChanged 987
		SP:Iteration 8Q (64544.740000 sec): 3 clusters
  Score: Raw -2297217.184068 + Penalty 3262.994572 = -2293954.189497
  nChanged 735
		SP:Iteration 9Q (64545.090000 sec): 3 clusters
  Score: Raw -2297587.000363 + Penalty 3262.994572 = -2294324.005791
  nChanged 582
		SP:Iteration 10Q (64545.400000 sec): 3 clusters
  Score: Raw -2297850.462137 + Penalty 3262.994572 = -2294587.467565
  nChanged 450
		SP:Iteration 11Q (64545.680000 sec): 3 clusters
  Score: Raw -2298031.710785 + Penalty 3262.994572 = -2294768.716213
  nChanged 394
		SP:Iteration 12Q (64545.970000 sec): 3 clusters
  Score: Raw -2298188.876928 + Penalty 3262.994572 = -2294925.882356
  nChanged 382
		SP:Iteration 13Q (64546.240000 sec): 3 clusters
  Score: Raw -2298340.513738 + Penalty 3262.994572 = -2295077.519166
  nChanged 364
		SP:Iteration 14Q (64546.500000 sec): 3 clusters
  Score: Raw -2298475.890012 + Penalty 3262.994572 = -2295212.895441
  nChanged 338
		SP:Iteration 15Q (64546.820000 sec): 3 clusters
  Score: Raw -2298601.599445 + Penalty 3262.994572 = -2295338.604873
  nChanged 321
		SP:Iteration 16Q (64547.090000 sec): 3 clusters
  Score: Raw -2298720.833329 + Penalty 3262.994572 = -2295457.838757
  nChanged 328
		SP:Iteration 17Q (64547.440000 sec): 3 clusters
  Score: Raw -2298841.087839 + Penalty 3262.994572 = -2295578.093268
  nChanged 292
		SP:Iteration 18Q (64547.750000 sec): 3 clusters
  Score: Raw -2298949.102134 + Penalty 3262.994572 = -2295686.107562
  nChanged 269
		SP:Iteration 19Q (64547.980000 sec): 3 clusters
  Score: Raw -2299047.751543 + Penalty 3262.994572 = -2295784.756972
  nChanged 254
		SP:Iteration 20F (64548.300000 sec): 3 clusters
  Score: Raw -2299142.869550 + Penalty 3262.994572 = -2295879.874978
  nChanged 232
		SP:Iteration 21Q (64548.580000 sec): 3 clusters
  Score: Raw -2299219.842305 + Penalty 3262.994572 = -2295956.847733
  nChanged 197
		SP:Iteration 22Q (64548.860000 sec): 3 clusters
  Score: Raw -2299281.896317 + Penalty 3262.994572 = -2296018.901745
  nChanged 158
		SP:Iteration 23Q (64549.150000 sec): 3 clusters
  Score: Raw -2299331.506113 + Penalty 3262.994572 = -2296068.511541
  nChanged 125
		SP:Iteration 24Q (64549.390000 sec): 3 clusters
  Score: Raw -2299370.563784 + Penalty 3262.994572 = -2296107.569213
  nChanged 120
		SP:Iteration 25Q (64549.670000 sec): 3 clusters
  Score: Raw -2299405.101256 + Penalty 3262.994572 = -2296142.106684
  nChanged 95
		SP:Iteration 26Q (64549.960000 sec): 3 clusters
  Score: Raw -2299430.721092 + Penalty 3262.994572 = -2296167.726521
  nChanged 82
		SP:Iteration 27Q (64550.220000 sec): 3 clusters
  Score: Raw -2299452.757361 + Penalty 3262.994572 = -2296189.762789
  nChanged 77
		SP:Iteration 28Q (64550.520000 sec): 3 clusters
  Score: Raw -2299473.657493 + Penalty 3262.994572 = -2296210.662922
  nChanged 70
		SP:Iteration 29Q (64550.840000 sec): 3 clusters
  Score: Raw -2299493.547888 + Penalty 3262.994572 = -2296230.553317
  nChanged 87
		SP:Iteration 30Q (64551.120000 sec): 3 clusters
  Score: Raw -2299523.341472 + Penalty 3262.994572 = -2296260.346901
  nChanged 86
		SP:Iteration 31Q (64551.420000 sec): 3 clusters
  Score: Raw -2299552.463084 + Penalty 3262.994572 = -2296289.468513
  nChanged 83
		SP:Iteration 32Q (64551.700000 sec): 3 clusters
  Score: Raw -2299579.018259 + Penalty 3262.994572 = -2296316.023688
  nChanged 71
		SP:Iteration 33Q (64552.000000 sec): 3 clusters
  Score: Raw -2299598.909163 + Penalty 3262.994572 = -2296335.914592
  nChanged 61
		SP:Iteration 34Q (64552.280000 sec): 3 clusters
  Score: Raw -2299617.859657 + Penalty 3262.994572 = -2296354.865085
  nChanged 50
		SP:Iteration 35Q (64552.610000 sec): 3 clusters
  Score: Raw -2299631.570082 + Penalty 3262.994572 = -2296368.575510
  nChanged 44
		SP:Iteration 36Q (64552.870000 sec): 3 clusters
  Score: Raw -2299644.161189 + Penalty 3262.994572 = -2296381.166617
  nChanged 53
		SP:Iteration 37Q (64553.150000 sec): 3 clusters
  Score: Raw -2299658.048798 + Penalty 3262.994572 = -2296395.054226
  nChanged 40
		SP:Iteration 38Q (64553.430000 sec): 3 clusters
  Score: Raw -2299669.544084 + Penalty 3262.994572 = -2296406.549512
  nChanged 40
		SP:Iteration 39Q (64553.750000 sec): 3 clusters
  Score: Raw -2299680.394110 + Penalty 3262.994572 = -2296417.399538
  nChanged 36
		SP:Iteration 40F (64554.020000 sec): 3 clusters
  Score: Raw -2299691.813897 + Penalty 3262.994572 = -2296428.819325
  nChanged 38
		SP:Iteration 41Q (64554.330000 sec): 3 clusters
  Score: Raw -2299700.268961 + Penalty 3262.994572 = -2296437.274389
  nChanged 31
		SP:Iteration 42Q (64554.600000 sec): 3 clusters
  Score: Raw -2299706.916861 + Penalty 3262.994572 = -2296443.922290
  nChanged 27
		SP:Iteration 43Q (64554.930000 sec): 3 clusters
  Score: Raw -2299714.227773 + Penalty 3262.994572 = -2296451.233202
  nChanged 23
		SP:Iteration 44Q (64555.250000 sec): 3 clusters
  Score: Raw -2299719.072204 + Penalty 3262.994572 = -2296456.077632
  nChanged 18
		SP:Iteration 45Q (64555.570000 sec): 3 clusters
  Score: Raw -2299721.261389 + Penalty 3262.994572 = -2296458.266818
  nChanged 14
		SP:Iteration 46Q (64555.870000 sec): 3 clusters
  Score: Raw -2299724.071739 + Penalty 3262.994572 = -2296461.077167
  nChanged 13
		SP:Iteration 47Q (64556.140000 sec): 3 clusters
  Score: Raw -2299726.326270 + Penalty 3262.994572 = -2296463.331698
  nChanged 10
		SP:Iteration 48Q (64556.410000 sec): 3 clusters
  Score: Raw -2299728.128021 + Penalty 3262.994572 = -2296465.133450
  nChanged 8
		SP:Iteration 49Q (64556.680000 sec): 3 clusters
  Score: Raw -2299729.024507 + Penalty 3262.994572 = -2296466.029935
  nChanged 3
		SP:Iteration 50Q (64556.940000 sec): 3 clusters
  Score: Raw -2299729.363378 + Penalty 3262.994572 = -2296466.368807
  nChanged 2
		SP:Iteration 51Q (64557.210000 sec): 3 clusters
  Score: Raw -2299729.567900 + Penalty 3262.994572 = -2296466.573328
  nChanged 2
		SP:Iteration 52Q (64557.550000 sec): 3 clusters
  Score: Raw -2299729.824154 + Penalty 3262.994572 = -2296466.829583
  nChanged 0
		SP:Iteration 53F (64557.880000 sec): 3 clusters
  Score: Raw -2299729.824154 + Penalty 3262.994572 = -2296466.829583
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64557.980000 sec): 2 clusters
  Score: Raw -1031759.100265 + Penalty 1469.273813 = -1030289.826452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64558.200000 sec): 3 clusters
  Score: Raw -1027035.793223 + Penalty 2938.547627 = -1024097.245596
  nChanged 3604
		SP:Iteration 1F (64558.430000 sec): 3 clusters
  Score: Raw -1029014.879657 + Penalty 2938.547627 = -1026076.332030
  nChanged 558
		SP:Iteration 2F (64558.690000 sec): 3 clusters
  Score: Raw -1029277.138884 + Penalty 2938.547627 = -1026338.591258
  nChanged 436
		SP:Iteration 3F (64558.870000 sec): 3 clusters
  Score: Raw -1029501.080097 + Penalty 2938.547627 = -1026562.532471
  nChanged 397
		SP:Iteration 4Q (64559.100000 sec): 3 clusters
  Score: Raw -1029722.483706 + Penalty 2938.547627 = -1026783.936079
  nChanged 405
		SP:Iteration 5Q (64559.350000 sec): 3 clusters
  Score: Raw -1029956.144990 + Penalty 2938.547627 = -1027017.597363
  nChanged 395
		SP:Iteration 6Q (64559.550000 sec): 3 clusters
  Score: Raw -1030173.199203 + Penalty 2938.547627 = -1027234.651576
  nChanged 353
		SP:Iteration 7Q (64559.780000 sec): 3 clusters
  Score: Raw -1030352.208674 + Penalty 2938.547627 = -1027413.661047
  nChanged 369
		SP:Iteration 8Q (64559.970000 sec): 3 clusters
  Score: Raw -1030550.296953 + Penalty 2938.547627 = -1027611.749326
  nChanged 323
		SP:Iteration 9Q (64560.200000 sec): 3 clusters
  Score: Raw -1030731.475712 + Penalty 2938.547627 = -1027792.928085
  nChanged 301
		SP:Iteration 10Q (64560.460000 sec): 3 clusters
  Score: Raw -1030940.062430 + Penalty 2938.547627 = -1028001.514803
  nChanged 308
		SP:Iteration 11Q (64560.680000 sec): 3 clusters
  Score: Raw -1031196.194062 + Penalty 2938.547627 = -1028257.646435
  nChanged 279
		SP:Iteration 12Q (64560.930000 sec): 3 clusters
  Score: Raw -1031447.087506 + Penalty 2938.547627 = -1028508.539879
  nChanged 232
		SP:Iteration 13Q (64561.190000 sec): 3 clusters
  Score: Raw -1031682.896654 + Penalty 2938.547627 = -1028744.349027
  nChanged 194
		SP:Iteration 14Q (64561.430000 sec): 3 clusters
  Score: Raw -1031913.189895 + Penalty 2938.547627 = -1028974.642268
  nChanged 142
		SP:Iteration 15Q (64561.670000 sec): 3 clusters
  Score: Raw -1032057.802243 + Penalty 2938.547627 = -1029119.254616
  nChanged 109
		SP:Iteration 16Q (64561.930000 sec): 3 clusters
  Score: Raw -1032136.847702 + Penalty 2938.547627 = -1029198.300075
  nChanged 76
		SP:Iteration 17Q (64562.210000 sec): 3 clusters
  Score: Raw -1032192.687338 + Penalty 2938.547627 = -1029254.139712
  nChanged 64
		SP:Iteration 18Q (64562.450000 sec): 3 clusters
  Score: Raw -1032223.885974 + Penalty 2938.547627 = -1029285.338347
  nChanged 38
		SP:Iteration 19Q (64562.740000 sec): 3 clusters
  Score: Raw -1032241.491948 + Penalty 2938.547627 = -1029302.944322
  nChanged 36
		SP:Iteration 20F (64562.920000 sec): 3 clusters
  Score: Raw -1032255.278204 + Penalty 2938.547627 = -1029316.730577
  nChanged 23
		SP:Iteration 21Q (64563.100000 sec): 3 clusters
  Score: Raw -1032264.270529 + Penalty 2938.547627 = -1029325.722902
  nChanged 21
		SP:Iteration 22Q (64563.350000 sec): 3 clusters
  Score: Raw -1032273.969534 + Penalty 2938.547627 = -1029335.421907
  nChanged 16
		SP:Iteration 23Q (64563.600000 sec): 3 clusters
  Score: Raw -1032279.746745 + Penalty 2938.547627 = -1029341.199118
  nChanged 14
		SP:Iteration 24Q (64563.810000 sec): 3 clusters
  Score: Raw -1032286.168958 + Penalty 2938.547627 = -1029347.621331
  nChanged 11
		SP:Iteration 25Q (64564.070000 sec): 3 clusters
  Score: Raw -1032290.109094 + Penalty 2938.547627 = -1029351.561467
  nChanged 7
		SP:Iteration 26Q (64564.290000 sec): 3 clusters
  Score: Raw -1032292.923653 + Penalty 2938.547627 = -1029354.376026
  nChanged 10
		SP:Iteration 27Q (64564.550000 sec): 3 clusters
  Score: Raw -1032297.668790 + Penalty 2938.547627 = -1029359.121163
  nChanged 14
		SP:Iteration 28Q (64564.770000 sec): 3 clusters
  Score: Raw -1032304.301803 + Penalty 2938.547627 = -1029365.754176
  nChanged 17
		SP:Iteration 29Q (64565.040000 sec): 3 clusters
  Score: Raw -1032310.823806 + Penalty 2938.547627 = -1029372.276179
  nChanged 21
		SP:Iteration 30Q (64565.240000 sec): 3 clusters
  Score: Raw -1032318.365734 + Penalty 2938.547627 = -1029379.818107
  nChanged 13
		SP:Iteration 31Q (64565.500000 sec): 3 clusters
  Score: Raw -1032322.248688 + Penalty 2938.547627 = -1029383.701061
  nChanged 5
		SP:Iteration 32Q (64565.710000 sec): 3 clusters
  Score: Raw -1032324.153191 + Penalty 2938.547627 = -1029385.605564
  nChanged 4
		SP:Iteration 33Q (64565.940000 sec): 3 clusters
  Score: Raw -1032325.578129 + Penalty 2938.547627 = -1029387.030502
  nChanged 4
		SP:Iteration 34Q (64566.200000 sec): 3 clusters
  Score: Raw -1032326.920762 + Penalty 2938.547627 = -1029388.373135
  nChanged 5
		SP:Iteration 35Q (64566.400000 sec): 3 clusters
  Score: Raw -1032328.120506 + Penalty 2938.547627 = -1029389.572879
  nChanged 8
		SP:Iteration 36Q (64566.690000 sec): 3 clusters
  Score: Raw -1032331.363420 + Penalty 2938.547627 = -1029392.815793
  nChanged 8
		SP:Iteration 37Q (64566.930000 sec): 3 clusters
  Score: Raw -1032334.607033 + Penalty 2938.547627 = -1029396.059406
  nChanged 6
		SP:Iteration 38Q (64567.120000 sec): 3 clusters
  Score: Raw -1032336.021972 + Penalty 2938.547627 = -1029397.474345
  nChanged 4
		SP:Iteration 39Q (64567.350000 sec): 3 clusters
  Score: Raw -1032337.120126 + Penalty 2938.547627 = -1029398.572499
  nChanged 4
		SP:Iteration 40F (64567.610000 sec): 3 clusters
  Score: Raw -1032338.276463 + Penalty 2938.547627 = -1029399.728836
  nChanged 1
		SP:Iteration 41Q (64567.820000 sec): 3 clusters
  Score: Raw -1032338.664147 + Penalty 2938.547627 = -1029400.116520
  nChanged 3
		SP:Iteration 42Q (64568.030000 sec): 3 clusters
  Score: Raw -1032339.286731 + Penalty 2938.547627 = -1029400.739104
  nChanged 4
		SP:Iteration 43Q (64568.290000 sec): 3 clusters
  Score: Raw -1032340.482166 + Penalty 2938.547627 = -1029401.934539
  nChanged 4
		SP:Iteration 44Q (64568.520000 sec): 3 clusters
  Score: Raw -1032341.914220 + Penalty 2938.547627 = -1029403.366593
  nChanged 1
		SP:Iteration 45Q (64568.700000 sec): 3 clusters
  Score: Raw -1032342.284532 + Penalty 2938.547627 = -1029403.736905
  nChanged 2
		SP:Iteration 46Q (64568.950000 sec): 3 clusters
  Score: Raw -1032343.138668 + Penalty 2938.547627 = -1029404.591041
  nChanged 1
		SP:Iteration 47Q (64569.190000 sec): 3 clusters
  Score: Raw -1032343.427152 + Penalty 2938.547627 = -1029404.879525
  nChanged 0
		SP:Iteration 48F (64569.380000 sec): 3 clusters
  Score: Raw -1032343.427152 + Penalty 2938.547627 = -1029404.879525
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64569.620000 sec): 2 clusters
  Score: Raw -2765407.317965 + Penalty 1640.299250 = -2763767.018715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64569.910000 sec): 3 clusters
  Score: Raw -2750623.622819 + Penalty 3280.598501 = -2747343.024318
  nChanged 10948
		SP:Iteration 1F (64570.220000 sec): 3 clusters
  Score: Raw -2756895.048819 + Penalty 3280.598501 = -2753614.450318
  nChanged 1390
		SP:Iteration 2F (64570.550000 sec): 3 clusters
  Score: Raw -2757549.217393 + Penalty 3280.598501 = -2754268.618892
  nChanged 1528
		SP:Iteration 3F (64570.850000 sec): 3 clusters
  Score: Raw -2758438.584110 + Penalty 3280.598501 = -2755157.985609
  nChanged 1694
		SP:Iteration 4F (64571.130000 sec): 3 clusters
  Score: Raw -2759509.582641 + Penalty 3280.598501 = -2756228.984140
  nChanged 1703
		SP:Iteration 5F (64571.440000 sec): 3 clusters
  Score: Raw -2760706.198394 + Penalty 3280.598501 = -2757425.599893
  nChanged 1597
		SP:Iteration 6F (64571.780000 sec): 3 clusters
  Score: Raw -2761966.300346 + Penalty 3280.598501 = -2758685.701845
  nChanged 1287
		SP:Iteration 7F (64572.030000 sec): 3 clusters
  Score: Raw -2763080.024619 + Penalty 3280.598501 = -2759799.426118
  nChanged 976
		SP:Iteration 8Q (64572.350000 sec): 3 clusters
  Score: Raw -2764014.640658 + Penalty 3280.598501 = -2760734.042157
  nChanged 717
		SP:Iteration 9Q (64572.690000 sec): 3 clusters
  Score: Raw -2764660.780203 + Penalty 3280.598501 = -2761380.181702
  nChanged 472
		SP:Iteration 10Q (64572.970000 sec): 3 clusters
  Score: Raw -2764967.542675 + Penalty 3280.598501 = -2761686.944174
  nChanged 312
		SP:Iteration 11Q (64573.270000 sec): 3 clusters
  Score: Raw -2765137.369551 + Penalty 3280.598501 = -2761856.771050
  nChanged 253
		SP:Iteration 12Q (64573.560000 sec): 3 clusters
  Score: Raw -2765256.978335 + Penalty 3280.598501 = -2761976.379834
  nChanged 177
		SP:Iteration 13Q (64573.840000 sec): 3 clusters
  Score: Raw -2765339.963370 + Penalty 3280.598501 = -2762059.364869
  nChanged 172
		SP:Iteration 14Q (64574.130000 sec): 3 clusters
  Score: Raw -2765409.708447 + Penalty 3280.598501 = -2762129.109946
  nChanged 145
		SP:Iteration 15Q (64574.530000 sec): 3 clusters
  Score: Raw -2765467.598084 + Penalty 3280.598501 = -2762186.999583
  nChanged 126
		SP:Iteration 16Q (64574.800000 sec): 3 clusters
  Score: Raw -2765516.882244 + Penalty 3280.598501 = -2762236.283743
  nChanged 102
		SP:Iteration 17Q (64575.080000 sec): 3 clusters
  Score: Raw -2765555.529035 + Penalty 3280.598501 = -2762274.930534
  nChanged 93
		SP:Iteration 18Q (64575.390000 sec): 3 clusters
  Score: Raw -2765588.252453 + Penalty 3280.598501 = -2762307.653952
  nChanged 69
		SP:Iteration 19Q (64575.720000 sec): 3 clusters
  Score: Raw -2765609.883324 + Penalty 3280.598501 = -2762329.284823
  nChanged 66
		SP:Iteration 20F (64576.010000 sec): 3 clusters
  Score: Raw -2765634.577396 + Penalty 3280.598501 = -2762353.978895
  nChanged 55
		SP:Iteration 21Q (64576.310000 sec): 3 clusters
  Score: Raw -2765654.906886 + Penalty 3280.598501 = -2762374.308385
  nChanged 50
		SP:Iteration 22Q (64576.550000 sec): 3 clusters
  Score: Raw -2765670.493015 + Penalty 3280.598501 = -2762389.894514
  nChanged 49
		SP:Iteration 23Q (64576.830000 sec): 3 clusters
  Score: Raw -2765683.678228 + Penalty 3280.598501 = -2762403.079727
  nChanged 41
		SP:Iteration 24Q (64577.130000 sec): 3 clusters
  Score: Raw -2765695.734155 + Penalty 3280.598501 = -2762415.135654
  nChanged 37
		SP:Iteration 25Q (64577.410000 sec): 3 clusters
  Score: Raw -2765705.917140 + Penalty 3280.598501 = -2762425.318639
  nChanged 35
		SP:Iteration 26Q (64577.690000 sec): 3 clusters
  Score: Raw -2765716.521319 + Penalty 3280.598501 = -2762435.922818
  nChanged 29
		SP:Iteration 27Q (64577.930000 sec): 3 clusters
  Score: Raw -2765726.793013 + Penalty 3280.598501 = -2762446.194512
  nChanged 32
		SP:Iteration 28Q (64578.190000 sec): 3 clusters
  Score: Raw -2765738.303493 + Penalty 3280.598501 = -2762457.704992
  nChanged 34
		SP:Iteration 29Q (64578.480000 sec): 3 clusters
  Score: Raw -2765751.727456 + Penalty 3280.598501 = -2762471.128955
  nChanged 41
		SP:Iteration 30Q (64578.760000 sec): 3 clusters
  Score: Raw -2765764.255099 + Penalty 3280.598501 = -2762483.656598
  nChanged 25
		SP:Iteration 31Q (64579.060000 sec): 3 clusters
  Score: Raw -2765770.087079 + Penalty 3280.598501 = -2762489.488578
  nChanged 19
		SP:Iteration 32Q (64579.350000 sec): 3 clusters
  Score: Raw -2765775.187082 + Penalty 3280.598501 = -2762494.588581
  nChanged 13
		SP:Iteration 33Q (64579.600000 sec): 3 clusters
  Score: Raw -2765778.569880 + Penalty 3280.598501 = -2762497.971379
  nChanged 11
		SP:Iteration 34Q (64579.880000 sec): 3 clusters
  Score: Raw -2765781.363026 + Penalty 3280.598501 = -2762500.764525
  nChanged 7
		SP:Iteration 35Q (64580.170000 sec): 3 clusters
  Score: Raw -2765783.709126 + Penalty 3280.598501 = -2762503.110625
  nChanged 7
		SP:Iteration 36Q (64580.430000 sec): 3 clusters
  Score: Raw -2765785.528376 + Penalty 3280.598501 = -2762504.929875
  nChanged 5
		SP:Iteration 37Q (64580.730000 sec): 3 clusters
  Score: Raw -2765786.833859 + Penalty 3280.598501 = -2762506.235359
  nChanged 5
		SP:Iteration 38Q (64581.060000 sec): 3 clusters
  Score: Raw -2765788.314923 + Penalty 3280.598501 = -2762507.716422
  nChanged 3
		SP:Iteration 39Q (64581.400000 sec): 3 clusters
  Score: Raw -2765789.079146 + Penalty 3280.598501 = -2762508.480645
  nChanged 5
		SP:Iteration 40F (64581.680000 sec): 3 clusters
  Score: Raw -2765790.414043 + Penalty 3280.598501 = -2762509.815542
  nChanged 4
		SP:Iteration 41Q (64582.030000 sec): 3 clusters
  Score: Raw -2765791.242156 + Penalty 3280.598501 = -2762510.643655
  nChanged 2
		SP:Iteration 42Q (64582.340000 sec): 3 clusters
  Score: Raw -2765792.092373 + Penalty 3280.598501 = -2762511.493872
  nChanged 3
		SP:Iteration 43Q (64582.630000 sec): 3 clusters
  Score: Raw -2765792.557782 + Penalty 3280.598501 = -2762511.959281
  nChanged 3
		SP:Iteration 44Q (64582.960000 sec): 3 clusters
  Score: Raw -2765793.506816 + Penalty 3280.598501 = -2762512.908316
  nChanged 4
		SP:Iteration 45Q (64583.280000 sec): 3 clusters
  Score: Raw -2765794.332028 + Penalty 3280.598501 = -2762513.733527
  nChanged 2
		SP:Iteration 46Q (64583.570000 sec): 3 clusters
  Score: Raw -2765794.776800 + Penalty 3280.598501 = -2762514.178299
  nChanged 1
		SP:Iteration 47Q (64583.900000 sec): 3 clusters
  Score: Raw -2765794.948348 + Penalty 3280.598501 = -2762514.349847
  nChanged 1
		SP:Iteration 48Q (64584.190000 sec): 3 clusters
  Score: Raw -2765795.286723 + Penalty 3280.598501 = -2762514.688222
  nChanged 1
		SP:Iteration 49Q (64584.500000 sec): 3 clusters
  Score: Raw -2765795.435222 + Penalty 3280.598501 = -2762514.836721
  nChanged 2
		SP:Iteration 50Q (64584.780000 sec): 3 clusters
  Score: Raw -2765795.684516 + Penalty 3280.598501 = -2762515.086015
  nChanged 0
		SP:Iteration 51F (64585.120000 sec): 3 clusters
  Score: Raw -2765795.684516 + Penalty 3280.598501 = -2762515.086015
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64585.230000 sec): 2 clusters
  Score: Raw -55309.114976 + Penalty 998.778504 = -54310.336472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64585.410000 sec): 3 clusters
  Score: Raw -55273.117037 + Penalty 1997.557009 = -53275.560028
  nChanged 110
		SP:Iteration 1F (64585.650000 sec): 3 clusters
  Score: Raw -55460.121182 + Penalty 1997.557009 = -53462.564174
  nChanged 30
		SP:Iteration 2F (64585.800000 sec): 3 clusters
  Score: Raw -55513.961388 + Penalty 1997.557009 = -53516.404379
  nChanged 9
		SP:Iteration 3Q (64585.960000 sec): 3 clusters
  Score: Raw -55539.514085 + Penalty 1997.557009 = -53541.957077
  nChanged 18
		SP:Iteration 4Q (64586.170000 sec): 3 clusters
  Score: Raw -55582.606522 + Penalty 1997.557009 = -53585.049513
  nChanged 6
		SP:Iteration 5Q (64586.370000 sec): 3 clusters
  Score: Raw -55598.900727 + Penalty 1997.557009 = -53601.343718
  nChanged 8
		SP:Iteration 6Q (64586.550000 sec): 3 clusters
  Score: Raw -55613.689923 + Penalty 1997.557009 = -53616.132914
  nChanged 4
		SP:Iteration 7Q (64586.740000 sec): 3 clusters
  Score: Raw -55625.204141 + Penalty 1997.557009 = -53627.647132
  nChanged 6
		SP:Iteration 8Q (64586.880000 sec): 3 clusters
  Score: Raw -55640.383012 + Penalty 1997.557009 = -53642.826004
  nChanged 3
		SP:Iteration 9Q (64587.090000 sec): 3 clusters
  Score: Raw -55646.438813 + Penalty 1997.557009 = -53648.881804
  nChanged 4
		SP:Iteration 10Q (64587.260000 sec): 3 clusters
  Score: Raw -55651.207944 + Penalty 1997.557009 = -53653.650936
  nChanged 4
		SP:Iteration 11Q (64587.450000 sec): 3 clusters
  Score: Raw -55657.072554 + Penalty 1997.557009 = -53659.515545
  nChanged 0
		SP:Iteration 12F (64587.600000 sec): 3 clusters
  Score: Raw -55657.072554 + Penalty 1997.557009 = -53659.515545
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64587.850000 sec): 2 clusters
  Score: Raw -3128463.118366 + Penalty 1658.678467 = -3126804.439898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64588.150000 sec): 3 clusters
  Score: Raw -3111950.227946 + Penalty 3317.356934 = -3108632.871011
  nChanged 12381
		SP:Iteration 1F (64588.500000 sec): 3 clusters
  Score: Raw -3118962.761534 + Penalty 3317.356934 = -3115645.404600
  nChanged 1430
		SP:Iteration 2F (64588.820000 sec): 3 clusters
  Score: Raw -3119559.364730 + Penalty 3317.356934 = -3116242.007795
  nChanged 1468
		SP:Iteration 3F (64589.040000 sec): 3 clusters
  Score: Raw -3120280.530181 + Penalty 3317.356934 = -3116963.173247
  nChanged 1606
		SP:Iteration 4F (64589.360000 sec): 3 clusters
  Score: Raw -3121211.507080 + Penalty 3317.356934 = -3117894.150146
  nChanged 1683
		SP:Iteration 5F (64589.620000 sec): 3 clusters
  Score: Raw -3122314.807407 + Penalty 3317.356934 = -3118997.450473
  nChanged 1693
		SP:Iteration 6F (64589.950000 sec): 3 clusters
  Score: Raw -3123534.684602 + Penalty 3317.356934 = -3120217.327667
  nChanged 1614
		SP:Iteration 7F (64590.230000 sec): 3 clusters
  Score: Raw -3124834.690473 + Penalty 3317.356934 = -3121517.333539
  nChanged 1363
		SP:Iteration 8F (64590.600000 sec): 3 clusters
  Score: Raw -3125917.052565 + Penalty 3317.356934 = -3122599.695631
  nChanged 1032
		SP:Iteration 9Q (64590.900000 sec): 3 clusters
  Score: Raw -3126709.687567 + Penalty 3317.356934 = -3123392.330633
  nChanged 741
		SP:Iteration 10Q (64591.230000 sec): 3 clusters
  Score: Raw -3127246.883173 + Penalty 3317.356934 = -3123929.526238
  nChanged 553
		SP:Iteration 11Q (64591.570000 sec): 3 clusters
  Score: Raw -3127605.096109 + Penalty 3317.356934 = -3124287.739175
  nChanged 395
		SP:Iteration 12Q (64591.850000 sec): 3 clusters
  Score: Raw -3127853.536889 + Penalty 3317.356934 = -3124536.179954
  nChanged 302
		SP:Iteration 13Q (64592.170000 sec): 3 clusters
  Score: Raw -3128046.281195 + Penalty 3317.356934 = -3124728.924261
  nChanged 250
		SP:Iteration 14Q (64592.560000 sec): 3 clusters
  Score: Raw -3128211.552802 + Penalty 3317.356934 = -3124894.195868
  nChanged 192
		SP:Iteration 15Q (64592.860000 sec): 3 clusters
  Score: Raw -3128329.203200 + Penalty 3317.356934 = -3125011.846266
  nChanged 154
		SP:Iteration 16Q (64593.170000 sec): 3 clusters
  Score: Raw -3128417.126826 + Penalty 3317.356934 = -3125099.769892
  nChanged 104
		SP:Iteration 17Q (64593.470000 sec): 3 clusters
  Score: Raw -3128478.584265 + Penalty 3317.356934 = -3125161.227331
  nChanged 86
		SP:Iteration 18Q (64593.820000 sec): 3 clusters
  Score: Raw -3128528.165577 + Penalty 3317.356934 = -3125210.808643
  nChanged 68
		SP:Iteration 19Q (64594.160000 sec): 3 clusters
  Score: Raw -3128567.042355 + Penalty 3317.356934 = -3125249.685421
  nChanged 69
		SP:Iteration 20F (64594.430000 sec): 3 clusters
  Score: Raw -3128606.559173 + Penalty 3317.356934 = -3125289.202238
  nChanged 44
		SP:Iteration 21Q (64594.710000 sec): 3 clusters
  Score: Raw -3128629.077577 + Penalty 3317.356934 = -3125311.720642
  nChanged 29
		SP:Iteration 22Q (64595.040000 sec): 3 clusters
  Score: Raw -3128642.250148 + Penalty 3317.356934 = -3125324.893213
  nChanged 25
		SP:Iteration 23Q (64595.300000 sec): 3 clusters
  Score: Raw -3128652.596510 + Penalty 3317.356934 = -3125335.239576
  nChanged 18
		SP:Iteration 24Q (64595.550000 sec): 3 clusters
  Score: Raw -3128658.780311 + Penalty 3317.356934 = -3125341.423377
  nChanged 16
		SP:Iteration 25Q (64595.830000 sec): 3 clusters
  Score: Raw -3128663.829783 + Penalty 3317.356934 = -3125346.472849
  nChanged 15
		SP:Iteration 26Q (64596.110000 sec): 3 clusters
  Score: Raw -3128668.706478 + Penalty 3317.356934 = -3125351.349544
  nChanged 11
		SP:Iteration 27Q (64596.380000 sec): 3 clusters
  Score: Raw -3128672.666185 + Penalty 3317.356934 = -3125355.309251
  nChanged 11
		SP:Iteration 28Q (64596.640000 sec): 3 clusters
  Score: Raw -3128678.274377 + Penalty 3317.356934 = -3125360.917442
  nChanged 14
		SP:Iteration 29Q (64596.990000 sec): 3 clusters
  Score: Raw -3128684.473413 + Penalty 3317.356934 = -3125367.116479
  nChanged 13
		SP:Iteration 30Q (64597.260000 sec): 3 clusters
  Score: Raw -3128691.966859 + Penalty 3317.356934 = -3125374.609924
  nChanged 20
		SP:Iteration 31Q (64597.610000 sec): 3 clusters
  Score: Raw -3128700.875120 + Penalty 3317.356934 = -3125383.518186
  nChanged 13
		SP:Iteration 32Q (64597.860000 sec): 3 clusters
  Score: Raw -3128706.602194 + Penalty 3317.356934 = -3125389.245260
  nChanged 8
		SP:Iteration 33Q (64598.220000 sec): 3 clusters
  Score: Raw -3128710.383859 + Penalty 3317.356934 = -3125393.026925
  nChanged 4
		SP:Iteration 34Q (64598.510000 sec): 3 clusters
  Score: Raw -3128712.747901 + Penalty 3317.356934 = -3125395.390967
  nChanged 9
		SP:Iteration 35Q (64598.800000 sec): 3 clusters
  Score: Raw -3128715.890850 + Penalty 3317.356934 = -3125398.533916
  nChanged 5
		SP:Iteration 36Q (64599.150000 sec): 3 clusters
  Score: Raw -3128717.755112 + Penalty 3317.356934 = -3125400.398177
  nChanged 5
		SP:Iteration 37Q (64599.430000 sec): 3 clusters
  Score: Raw -3128719.905299 + Penalty 3317.356934 = -3125402.548365
  nChanged 7
		SP:Iteration 38Q (64599.760000 sec): 3 clusters
  Score: Raw -3128722.272956 + Penalty 3317.356934 = -3125404.916021
  nChanged 7
		SP:Iteration 39Q (64600.080000 sec): 3 clusters
  Score: Raw -3128726.318437 + Penalty 3317.356934 = -3125408.961503
  nChanged 6
		SP:Iteration 40F (64600.430000 sec): 3 clusters
  Score: Raw -3128728.939442 + Penalty 3317.356934 = -3125411.582508
  nChanged 8
		SP:Iteration 41Q (64600.760000 sec): 3 clusters
  Score: Raw -3128732.157985 + Penalty 3317.356934 = -3125414.801051
  nChanged 9
		SP:Iteration 42Q (64601.110000 sec): 3 clusters
  Score: Raw -3128735.549201 + Penalty 3317.356934 = -3125418.192266
  nChanged 3
		SP:Iteration 43Q (64601.390000 sec): 3 clusters
  Score: Raw -3128737.112718 + Penalty 3317.356934 = -3125419.755784
  nChanged 4
		SP:Iteration 44Q (64601.680000 sec): 3 clusters
  Score: Raw -3128739.881062 + Penalty 3317.356934 = -3125422.524127
  nChanged 2
		SP:Iteration 45Q (64602.000000 sec): 3 clusters
  Score: Raw -3128740.998365 + Penalty 3317.356934 = -3125423.641431
  nChanged 1
		SP:Iteration 46Q (64602.270000 sec): 3 clusters
  Score: Raw -3128741.491160 + Penalty 3317.356934 = -3125424.134226
  nChanged 0
		SP:Iteration 47F (64602.580000 sec): 3 clusters
  Score: Raw -3128741.491160 + Penalty 3317.356934 = -3125424.134226
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64602.710000 sec): 2 clusters
  Score: Raw -76160.729200 + Penalty 1057.189910 = -75103.539290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64602.910000 sec): 3 clusters
  Score: Raw -76013.353142 + Penalty 2114.379820 = -73898.973323
  nChanged 179
		SP:Iteration 1F (64603.140000 sec): 3 clusters
  Score: Raw -76254.650762 + Penalty 2114.379820 = -74140.270943
  nChanged 44
		SP:Iteration 2F (64603.330000 sec): 3 clusters
  Score: Raw -76331.302396 + Penalty 2114.379820 = -74216.922576
  nChanged 23
		SP:Iteration 3Q (64603.590000 sec): 3 clusters
  Score: Raw -76364.509295 + Penalty 2114.379820 = -74250.129475
  nChanged 17
		SP:Iteration 4Q (64603.750000 sec): 3 clusters
  Score: Raw -76392.212023 + Penalty 2114.379820 = -74277.832204
  nChanged 13
		SP:Iteration 5Q (64603.950000 sec): 3 clusters
  Score: Raw -76406.104548 + Penalty 2114.379820 = -74291.724728
  nChanged 7
		SP:Iteration 6Q (64604.110000 sec): 3 clusters
  Score: Raw -76418.601565 + Penalty 2114.379820 = -74304.221745
  nChanged 8
		SP:Iteration 7Q (64604.290000 sec): 3 clusters
  Score: Raw -76430.659685 + Penalty 2114.379820 = -74316.279865
  nChanged 8
		SP:Iteration 8Q (64604.470000 sec): 3 clusters
  Score: Raw -76442.762773 + Penalty 2114.379820 = -74328.382954
  nChanged 4
		SP:Iteration 9Q (64604.670000 sec): 3 clusters
  Score: Raw -76448.572520 + Penalty 2114.379820 = -74334.192701
  nChanged 3
		SP:Iteration 10Q (64604.850000 sec): 3 clusters
  Score: Raw -76451.774659 + Penalty 2114.379820 = -74337.394840
  nChanged 1
		SP:Iteration 11Q (64605.010000 sec): 3 clusters
  Score: Raw -76452.991466 + Penalty 2114.379820 = -74338.611647
  nChanged 2
		SP:Iteration 12Q (64605.230000 sec): 3 clusters
  Score: Raw -76460.805442 + Penalty 2114.379820 = -74346.425623
  nChanged 9
		SP:Iteration 13Q (64605.420000 sec): 3 clusters
  Score: Raw -76481.187857 + Penalty 2114.379820 = -74366.808037
  nChanged 12
		SP:Iteration 14Q (64605.550000 sec): 3 clusters
  Score: Raw -76503.938273 + Penalty 2114.379820 = -74389.558454
  nChanged 14
		SP:Iteration 15Q (64605.690000 sec): 3 clusters
  Score: Raw -76547.311975 + Penalty 2114.379820 = -74432.932155
  nChanged 16
		SP:Iteration 16Q (64605.880000 sec): 3 clusters
  Score: Raw -76570.000836 + Penalty 2114.379820 = -74455.621016
  nChanged 9
		SP:Iteration 17Q (64606.060000 sec): 3 clusters
  Score: Raw -76588.528090 + Penalty 2114.379820 = -74474.148270
  nChanged 7
		SP:Iteration 18Q (64606.280000 sec): 3 clusters
  Score: Raw -76601.274277 + Penalty 2114.379820 = -74486.894458
  nChanged 7
		SP:Iteration 19Q (64606.490000 sec): 3 clusters
  Score: Raw -76609.738031 + Penalty 2114.379820 = -74495.358212
  nChanged 2
		SP:Iteration 20F (64606.650000 sec): 3 clusters
  Score: Raw -76613.995762 + Penalty 2114.379820 = -74499.615943
  nChanged 8
		SP:Iteration 21Q (64606.850000 sec): 3 clusters
  Score: Raw -76627.105241 + Penalty 2114.379820 = -74512.725422
  nChanged 7
		SP:Iteration 22Q (64607.050000 sec): 3 clusters
  Score: Raw -76635.803429 + Penalty 2114.379820 = -74521.423609
  nChanged 5
		SP:Iteration 23Q (64607.250000 sec): 3 clusters
  Score: Raw -76641.008151 + Penalty 2114.379820 = -74526.628331
  nChanged 2
		SP:Iteration 24Q (64607.510000 sec): 3 clusters
  Score: Raw -76645.952344 + Penalty 2114.379820 = -74531.572524
  nChanged 1
		SP:Iteration 25Q (64607.670000 sec): 3 clusters
  Score: Raw -76646.992726 + Penalty 2114.379820 = -74532.612907
  nChanged 2
		SP:Iteration 26Q (64607.900000 sec): 3 clusters
  Score: Raw -76649.500185 + Penalty 2114.379820 = -74535.120365
  nChanged 1
		SP:Iteration 27Q (64608.050000 sec): 3 clusters
  Score: Raw -76650.759445 + Penalty 2114.379820 = -74536.379626
  nChanged 1
		SP:Iteration 28Q (64608.280000 sec): 3 clusters
  Score: Raw -76652.526440 + Penalty 2114.379820 = -74538.146620
  nChanged 0
		SP:Iteration 29F (64608.430000 sec): 3 clusters
  Score: Raw -76652.526440 + Penalty 2114.379820 = -74538.146620
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64608.550000 sec): 2 clusters
  Score: Raw -545009.681861 + Penalty 1372.286098 = -543637.395762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64608.810000 sec): 3 clusters
  Score: Raw -542634.161342 + Penalty 2744.572197 = -539889.589145
  nChanged 1850
		SP:Iteration 1F (64609.020000 sec): 3 clusters
  Score: Raw -543658.855185 + Penalty 2744.572197 = -540914.282988
  nChanged 313
		SP:Iteration 2F (64609.190000 sec): 3 clusters
  Score: Raw -543810.732366 + Penalty 2744.572197 = -541066.160169
  nChanged 214
		SP:Iteration 3Q (64609.370000 sec): 3 clusters
  Score: Raw -543916.166071 + Penalty 2744.572197 = -541171.593874
  nChanged 171
		SP:Iteration 4Q (64609.570000 sec): 3 clusters
  Score: Raw -543984.691971 + Penalty 2744.572197 = -541240.119774
  nChanged 138
		SP:Iteration 5Q (64609.770000 sec): 3 clusters
  Score: Raw -544038.420424 + Penalty 2744.572197 = -541293.848227
  nChanged 106
		SP:Iteration 6Q (64609.940000 sec): 3 clusters
  Score: Raw -544082.770679 + Penalty 2744.572197 = -541338.198482
  nChanged 102
		SP:Iteration 7Q (64610.110000 sec): 3 clusters
  Score: Raw -544119.807910 + Penalty 2744.572197 = -541375.235713
  nChanged 81
		SP:Iteration 8Q (64610.320000 sec): 3 clusters
  Score: Raw -544152.525611 + Penalty 2744.572197 = -541407.953414
  nChanged 95
		SP:Iteration 9Q (64610.560000 sec): 3 clusters
  Score: Raw -544202.665581 + Penalty 2744.572197 = -541458.093384
  nChanged 105
		SP:Iteration 10Q (64610.750000 sec): 3 clusters
  Score: Raw -544254.046766 + Penalty 2744.572197 = -541509.474569
  nChanged 124
		SP:Iteration 11Q (64610.950000 sec): 3 clusters
  Score: Raw -544320.731652 + Penalty 2744.572197 = -541576.159455
  nChanged 117
		SP:Iteration 12Q (64611.180000 sec): 3 clusters
  Score: Raw -544377.051995 + Penalty 2744.572197 = -541632.479798
  nChanged 106
		SP:Iteration 13Q (64611.400000 sec): 3 clusters
  Score: Raw -544437.942474 + Penalty 2744.572197 = -541693.370277
  nChanged 98
		SP:Iteration 14Q (64611.560000 sec): 3 clusters
  Score: Raw -544501.966925 + Penalty 2744.572197 = -541757.394728
  nChanged 113
		SP:Iteration 15Q (64611.760000 sec): 3 clusters
  Score: Raw -544576.508292 + Penalty 2744.572197 = -541831.936095
  nChanged 108
		SP:Iteration 16Q (64611.980000 sec): 3 clusters
  Score: Raw -544642.477468 + Penalty 2744.572197 = -541897.905271
  nChanged 85
		SP:Iteration 17Q (64612.200000 sec): 3 clusters
  Score: Raw -544699.813683 + Penalty 2744.572197 = -541955.241486
  nChanged 97
		SP:Iteration 18Q (64612.420000 sec): 3 clusters
  Score: Raw -544776.723286 + Penalty 2744.572197 = -542032.151089
  nChanged 122
		SP:Iteration 19Q (64612.640000 sec): 3 clusters
  Score: Raw -544873.598434 + Penalty 2744.572197 = -542129.026237
  nChanged 106
		SP:Iteration 20F (64612.860000 sec): 3 clusters
  Score: Raw -544955.947610 + Penalty 2744.572197 = -542211.375413
  nChanged 95
		SP:Iteration 21Q (64613.080000 sec): 3 clusters
  Score: Raw -545025.886166 + Penalty 2744.572197 = -542281.313969
  nChanged 84
		SP:Iteration 22Q (64613.290000 sec): 3 clusters
  Score: Raw -545079.952145 + Penalty 2744.572197 = -542335.379948
  nChanged 71
		SP:Iteration 23Q (64613.470000 sec): 3 clusters
  Score: Raw -545124.131789 + Penalty 2744.572197 = -542379.559592
  nChanged 63
		SP:Iteration 24Q (64613.660000 sec): 3 clusters
  Score: Raw -545162.905773 + Penalty 2744.572197 = -542418.333576
  nChanged 53
		SP:Iteration 25Q (64613.860000 sec): 3 clusters
  Score: Raw -545194.569116 + Penalty 2744.572197 = -542449.996919
  nChanged 54
		SP:Iteration 26Q (64614.110000 sec): 3 clusters
  Score: Raw -545222.170743 + Penalty 2744.572197 = -542477.598546
  nChanged 45
		SP:Iteration 27Q (64614.320000 sec): 3 clusters
  Score: Raw -545246.045624 + Penalty 2744.572197 = -542501.473427
  nChanged 44
		SP:Iteration 28Q (64614.520000 sec): 3 clusters
  Score: Raw -545271.931015 + Penalty 2744.572197 = -542527.358818
  nChanged 31
		SP:Iteration 29Q (64614.720000 sec): 3 clusters
  Score: Raw -545292.970230 + Penalty 2744.572197 = -542548.398033
  nChanged 38
		SP:Iteration 30Q (64614.920000 sec): 3 clusters
  Score: Raw -545314.395241 + Penalty 2744.572197 = -542569.823044
  nChanged 33
		SP:Iteration 31Q (64615.090000 sec): 3 clusters
  Score: Raw -545333.275476 + Penalty 2744.572197 = -542588.703279
  nChanged 29
		SP:Iteration 32Q (64615.280000 sec): 3 clusters
  Score: Raw -545348.145944 + Penalty 2744.572197 = -542603.573747
  nChanged 27
		SP:Iteration 33Q (64615.480000 sec): 3 clusters
  Score: Raw -545359.871461 + Penalty 2744.572197 = -542615.299264
  nChanged 18
		SP:Iteration 34Q (64615.640000 sec): 3 clusters
  Score: Raw -545369.296407 + Penalty 2744.572197 = -542624.724210
  nChanged 19
		SP:Iteration 35Q (64615.830000 sec): 3 clusters
  Score: Raw -545378.444284 + Penalty 2744.572197 = -542633.872087
  nChanged 11
		SP:Iteration 36Q (64616.000000 sec): 3 clusters
  Score: Raw -545383.682541 + Penalty 2744.572197 = -542639.110344
  nChanged 15
		SP:Iteration 37Q (64616.150000 sec): 3 clusters
  Score: Raw -545392.348477 + Penalty 2744.572197 = -542647.776280
  nChanged 12
		SP:Iteration 38Q (64616.350000 sec): 3 clusters
  Score: Raw -545400.509087 + Penalty 2744.572197 = -542655.936890
  nChanged 9
		SP:Iteration 39Q (64616.530000 sec): 3 clusters
  Score: Raw -545404.837493 + Penalty 2744.572197 = -542660.265296
  nChanged 11
		SP:Iteration 40F (64616.710000 sec): 3 clusters
  Score: Raw -545409.493358 + Penalty 2744.572197 = -542664.921161
  nChanged 7
		SP:Iteration 41Q (64616.910000 sec): 3 clusters
  Score: Raw -545411.808751 + Penalty 2744.572197 = -542667.236554
  nChanged 0
		SP:Iteration 42F (64617.100000 sec): 3 clusters
  Score: Raw -545411.808751 + Penalty 2744.572197 = -542667.236554
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64617.180000 sec): 2 clusters
  Score: Raw -84480.643116 + Penalty 1067.540731 = -83413.102385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64617.330000 sec): 3 clusters
  Score: Raw -84284.247616 + Penalty 2135.081462 = -82149.166155
  nChanged 205
		SP:Iteration 1F (64617.470000 sec): 3 clusters
  Score: Raw -84506.834245 + Penalty 2135.081462 = -82371.752784
  nChanged 71
		SP:Iteration 2F (64617.620000 sec): 3 clusters
  Score: Raw -84648.326777 + Penalty 2135.081462 = -82513.245316
  nChanged 55
		SP:Iteration 3F (64617.810000 sec): 3 clusters
  Score: Raw -84780.787806 + Penalty 2135.081462 = -82645.706345
  nChanged 47
		SP:Iteration 4F (64617.950000 sec): 3 clusters
  Score: Raw -84901.985804 + Penalty 2135.081462 = -82766.904343
  nChanged 39
		SP:Iteration 5F (64618.100000 sec): 3 clusters
  Score: Raw -84969.634795 + Penalty 2135.081462 = -82834.553334
  nChanged 17
		SP:Iteration 6Q (64618.240000 sec): 3 clusters
  Score: Raw -84997.189443 + Penalty 2135.081462 = -82862.107981
  nChanged 7
		SP:Iteration 7Q (64618.380000 sec): 3 clusters
  Score: Raw -85014.243715 + Penalty 2135.081462 = -82879.162254
  nChanged 5
		SP:Iteration 8Q (64618.530000 sec): 3 clusters
  Score: Raw -85023.015834 + Penalty 2135.081462 = -82887.934372
  nChanged 3
		SP:Iteration 9Q (64618.670000 sec): 3 clusters
  Score: Raw -85033.816804 + Penalty 2135.081462 = -82898.735343
  nChanged 6
		SP:Iteration 10Q (64618.820000 sec): 3 clusters
  Score: Raw -85053.309287 + Penalty 2135.081462 = -82918.227825
  nChanged 8
		SP:Iteration 11Q (64618.960000 sec): 3 clusters
  Score: Raw -85068.595258 + Penalty 2135.081462 = -82933.513797
  nChanged 4
		SP:Iteration 12Q (64619.100000 sec): 3 clusters
  Score: Raw -85072.856994 + Penalty 2135.081462 = -82937.775532
  nChanged 1
		SP:Iteration 13Q (64619.250000 sec): 3 clusters
  Score: Raw -85074.172807 + Penalty 2135.081462 = -82939.091345
  nChanged 2
		SP:Iteration 14Q (64619.440000 sec): 3 clusters
  Score: Raw -85075.319870 + Penalty 2135.081462 = -82940.238408
  nChanged 1
		SP:Iteration 15Q (64619.580000 sec): 3 clusters
  Score: Raw -85078.898314 + Penalty 2135.081462 = -82943.816853
  nChanged 1
		SP:Iteration 16Q (64619.720000 sec): 3 clusters
  Score: Raw -85085.932997 + Penalty 2135.081462 = -82950.851535
  nChanged 4
		SP:Iteration 17Q (64619.870000 sec): 3 clusters
  Score: Raw -85093.533464 + Penalty 2135.081462 = -82958.452003
  nChanged 1
		SP:Iteration 18Q (64620.010000 sec): 3 clusters
  Score: Raw -85096.134010 + Penalty 2135.081462 = -82961.052548
  nChanged 1
		SP:Iteration 19Q (64620.160000 sec): 3 clusters
  Score: Raw -85097.483040 + Penalty 2135.081462 = -82962.401578
  nChanged 0
		SP:Iteration 20F (64620.300000 sec): 3 clusters
  Score: Raw -85097.483040 + Penalty 2135.081462 = -82962.401578
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64620.360000 sec): 2 clusters
  Score: Raw -207371.340189 + Penalty 1228.428418 = -206142.911770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64620.520000 sec): 3 clusters
  Score: Raw -206562.707114 + Penalty 2456.856836 = -204105.850277
  nChanged 672
		SP:Iteration 1F (64620.660000 sec): 3 clusters
  Score: Raw -206998.969387 + Penalty 2456.856836 = -204542.112551
  nChanged 147
		SP:Iteration 2F (64620.860000 sec): 3 clusters
  Score: Raw -207108.133826 + Penalty 2456.856836 = -204651.276989
  nChanged 108
		SP:Iteration 3F (64621.000000 sec): 3 clusters
  Score: Raw -207189.973414 + Penalty 2456.856836 = -204733.116578
  nChanged 78
		SP:Iteration 4Q (64621.140000 sec): 3 clusters
  Score: Raw -207257.539053 + Penalty 2456.856836 = -204800.682217
  nChanged 61
		SP:Iteration 5Q (64621.290000 sec): 3 clusters
  Score: Raw -207299.285047 + Penalty 2456.856836 = -204842.428211
  nChanged 53
		SP:Iteration 6Q (64621.430000 sec): 3 clusters
  Score: Raw -207331.928537 + Penalty 2456.856836 = -204875.071701
  nChanged 54
		SP:Iteration 7Q (64621.580000 sec): 3 clusters
  Score: Raw -207366.549874 + Penalty 2456.856836 = -204909.693038
  nChanged 54
		SP:Iteration 8Q (64621.720000 sec): 3 clusters
  Score: Raw -207407.914974 + Penalty 2456.856836 = -204951.058138
  nChanged 43
		SP:Iteration 9Q (64621.860000 sec): 3 clusters
  Score: Raw -207439.814418 + Penalty 2456.856836 = -204982.957582
  nChanged 33
		SP:Iteration 10Q (64622.010000 sec): 3 clusters
  Score: Raw -207458.998839 + Penalty 2456.856836 = -205002.142002
  nChanged 33
		SP:Iteration 11Q (64622.140000 sec): 3 clusters
  Score: Raw -207478.305009 + Penalty 2456.856836 = -205021.448173
  nChanged 36
		SP:Iteration 12Q (64622.310000 sec): 3 clusters
  Score: Raw -207497.090934 + Penalty 2456.856836 = -205040.234098
  nChanged 15
		SP:Iteration 13Q (64622.450000 sec): 3 clusters
  Score: Raw -207505.336508 + Penalty 2456.856836 = -205048.479672
  nChanged 12
		SP:Iteration 14Q (64622.600000 sec): 3 clusters
  Score: Raw -207511.633993 + Penalty 2456.856836 = -205054.777157
  nChanged 11
		SP:Iteration 15Q (64622.780000 sec): 3 clusters
  Score: Raw -207515.975712 + Penalty 2456.856836 = -205059.118876
  nChanged 10
		SP:Iteration 16Q (64622.940000 sec): 3 clusters
  Score: Raw -207520.177245 + Penalty 2456.856836 = -205063.320409
  nChanged 6
		SP:Iteration 17Q (64623.130000 sec): 3 clusters
  Score: Raw -207524.226605 + Penalty 2456.856836 = -205067.369769
  nChanged 8
		SP:Iteration 18Q (64623.270000 sec): 3 clusters
  Score: Raw -207529.116106 + Penalty 2456.856836 = -205072.259270
  nChanged 4
		SP:Iteration 19Q (64623.420000 sec): 3 clusters
  Score: Raw -207530.557700 + Penalty 2456.856836 = -205073.700864
  nChanged 2
		SP:Iteration 20F (64623.560000 sec): 3 clusters
  Score: Raw -207530.993037 + Penalty 2456.856836 = -205074.136201
  nChanged 1
		SP:Iteration 21Q (64623.700000 sec): 3 clusters
  Score: Raw -207531.255711 + Penalty 2456.856836 = -205074.398874
  nChanged 0
		SP:Iteration 22F (64623.900000 sec): 3 clusters
  Score: Raw -207531.255711 + Penalty 2456.856836 = -205074.398874
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64623.980000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64624.160000 sec): 3 clusters
  Score: Raw -17707.884228 + Penalty 1706.988864 = -16000.895364
  nChanged 30
		SP:Iteration 1F (64624.340000 sec): 3 clusters
  Score: Raw -17814.393376 + Penalty 1706.988864 = -16107.404512
  nChanged 13
		SP:Iteration 2F (64624.480000 sec): 3 clusters
  Score: Raw -17863.913192 + Penalty 1706.988864 = -16156.924328
  nChanged 4
		SP:Iteration 3Q (64624.660000 sec): 3 clusters
  Score: Raw -17873.391366 + Penalty 1706.988864 = -16166.402502
  nChanged 5
		SP:Iteration 4Q (64624.840000 sec): 3 clusters
  Score: Raw -17895.534601 + Penalty 1706.988864 = -16188.545737
  nChanged 2
		SP:Iteration 5Q (64625.030000 sec): 3 clusters
  Score: Raw -17903.493010 + Penalty 1706.988864 = -16196.504146
  nChanged 4
		SP:Iteration 6Q (64625.170000 sec): 3 clusters
  Score: Raw -17926.553138 + Penalty 1706.988864 = -16219.564273
  nChanged 3
		SP:Iteration 7Q (64625.370000 sec): 3 clusters
  Score: Raw -17947.705372 + Penalty 1706.988864 = -16240.716508
  nChanged 2
		SP:Iteration 8Q (64625.510000 sec): 3 clusters
  Score: Raw -17956.771438 + Penalty 1706.988864 = -16249.782574
  nChanged 2
		SP:Iteration 9Q (64625.700000 sec): 3 clusters
  Score: Raw -17982.629536 + Penalty 1706.988864 = -16275.640672
  nChanged 1
		SP:Iteration 10Q (64625.840000 sec): 3 clusters
  Score: Raw -18012.704034 + Penalty 1706.988864 = -16305.715170
  nChanged 0
		SP:Iteration 11F (64626.000000 sec): 3 clusters
  Score: Raw -18012.704034 + Penalty 1706.988864 = -16305.715170
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64626.100000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64626.270000 sec): 3 clusters
  Score: Raw -13408.830346 + Penalty 1626.282549 = -11782.547796
  nChanged 13
		SP:Iteration 1F (64626.460000 sec): 3 clusters
  Score: Raw -13450.493295 + Penalty 1626.282549 = -11824.210745
  nChanged 5
		SP:Iteration 2Q (64626.610000 sec): 3 clusters
  Score: Raw -13472.620830 + Penalty 1626.282549 = -11846.338281
  nChanged 5
		SP:Iteration 3Q (64626.760000 sec): 3 clusters
  Score: Raw -13502.916384 + Penalty 1626.282549 = -11876.633834
  nChanged 2
		SP:Iteration 4Q (64626.900000 sec): 3 clusters
  Score: Raw -13511.642580 + Penalty 1626.282549 = -11885.360031
  nChanged 1
		SP:Iteration 5Q (64627.080000 sec): 3 clusters
  Score: Raw -13515.573129 + Penalty 1626.282549 = -11889.290579
  nChanged 0
		SP:Iteration 6F (64627.220000 sec): 3 clusters
  Score: Raw -13515.573129 + Penalty 1626.282549 = -11889.290579
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (20314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64627.450000 sec): 2 clusters
  Score: Raw -1957974.390583 + Penalty 1611.848157 = -1956362.542426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64627.700000 sec): 3 clusters
  Score: Raw -1945750.466756 + Penalty 3223.696314 = -1942526.770442
  nChanged 9212
		SP:Iteration 1F (64628.010000 sec): 3 clusters
  Score: Raw -1950847.546402 + Penalty 3223.696314 = -1947623.850088
  nChanged 1223
		SP:Iteration 2F (64628.260000 sec): 3 clusters
  Score: Raw -1951369.808828 + Penalty 3223.696314 = -1948146.112514
  nChanged 1108
		SP:Iteration 3F (64628.580000 sec): 3 clusters
  Score: Raw -1951852.863487 + Penalty 3223.696314 = -1948629.167172
  nChanged 1062
		SP:Iteration 4F (64628.850000 sec): 3 clusters
  Score: Raw -1952337.072572 + Penalty 3223.696314 = -1949113.376258
  nChanged 1056
		SP:Iteration 5F (64629.120000 sec): 3 clusters
  Score: Raw -1952842.497320 + Penalty 3223.696314 = -1949618.801006
  nChanged 1029
		SP:Iteration 6F (64629.400000 sec): 3 clusters
  Score: Raw -1953374.981721 + Penalty 3223.696314 = -1950151.285406
  nChanged 1033
		SP:Iteration 7F (64629.670000 sec): 3 clusters
  Score: Raw -1953943.868477 + Penalty 3223.696314 = -1950720.172163
  nChanged 967
		SP:Iteration 8Q (64629.970000 sec): 3 clusters
  Score: Raw -1954510.695076 + Penalty 3223.696314 = -1951286.998762
  nChanged 928
		SP:Iteration 9Q (64630.250000 sec): 3 clusters
  Score: Raw -1955082.734235 + Penalty 3223.696314 = -1951859.037921
  nChanged 858
		SP:Iteration 10Q (64630.520000 sec): 3 clusters
  Score: Raw -1955587.641811 + Penalty 3223.696314 = -1952363.945497
  nChanged 749
		SP:Iteration 11Q (64630.810000 sec): 3 clusters
  Score: Raw -1956046.342731 + Penalty 3223.696314 = -1952822.646417
  nChanged 658
		SP:Iteration 12Q (64631.060000 sec): 3 clusters
  Score: Raw -1956415.888046 + Penalty 3223.696314 = -1953192.191732
  nChanged 552
		SP:Iteration 13Q (64631.360000 sec): 3 clusters
  Score: Raw -1956693.506779 + Penalty 3223.696314 = -1953469.810464
  nChanged 434
		SP:Iteration 14Q (64631.630000 sec): 3 clusters
  Score: Raw -1956884.706190 + Penalty 3223.696314 = -1953661.009875
  nChanged 371
		SP:Iteration 15Q (64631.880000 sec): 3 clusters
  Score: Raw -1957048.891745 + Penalty 3223.696314 = -1953825.195431
  nChanged 310
		SP:Iteration 16Q (64632.180000 sec): 3 clusters
  Score: Raw -1957180.114796 + Penalty 3223.696314 = -1953956.418482
  nChanged 304
		SP:Iteration 17Q (64632.430000 sec): 3 clusters
  Score: Raw -1957303.499275 + Penalty 3223.696314 = -1954079.802961
  nChanged 262
		SP:Iteration 18Q (64632.740000 sec): 3 clusters
  Score: Raw -1957416.271324 + Penalty 3223.696314 = -1954192.575010
  nChanged 277
		SP:Iteration 19Q (64633.000000 sec): 3 clusters
  Score: Raw -1957547.613560 + Penalty 3223.696314 = -1954323.917246
  nChanged 277
		SP:Iteration 20F (64633.320000 sec): 3 clusters
  Score: Raw -1957681.212690 + Penalty 3223.696314 = -1954457.516375
  nChanged 259
		SP:Iteration 21Q (64633.580000 sec): 3 clusters
  Score: Raw -1957806.117500 + Penalty 3223.696314 = -1954582.421186
  nChanged 234
		SP:Iteration 22Q (64633.910000 sec): 3 clusters
  Score: Raw -1957917.838352 + Penalty 3223.696314 = -1954694.142038
  nChanged 228
		SP:Iteration 23Q (64634.210000 sec): 3 clusters
  Score: Raw -1958023.672496 + Penalty 3223.696314 = -1954799.976182
  nChanged 223
		SP:Iteration 24Q (64634.480000 sec): 3 clusters
  Score: Raw -1958125.046177 + Penalty 3223.696314 = -1954901.349863
  nChanged 185
		SP:Iteration 25Q (64634.770000 sec): 3 clusters
  Score: Raw -1958198.477286 + Penalty 3223.696314 = -1954974.780971
  nChanged 164
		SP:Iteration 26Q (64635.100000 sec): 3 clusters
  Score: Raw -1958260.238478 + Penalty 3223.696314 = -1955036.542164
  nChanged 140
		SP:Iteration 27Q (64635.340000 sec): 3 clusters
  Score: Raw -1958306.379239 + Penalty 3223.696314 = -1955082.682924
  nChanged 116
		SP:Iteration 28Q (64635.620000 sec): 3 clusters
  Score: Raw -1958341.736628 + Penalty 3223.696314 = -1955118.040314
  nChanged 92
		SP:Iteration 29Q (64635.860000 sec): 3 clusters
  Score: Raw -1958366.553660 + Penalty 3223.696314 = -1955142.857346
  nChanged 78
		SP:Iteration 30Q (64636.120000 sec): 3 clusters
  Score: Raw -1958389.446528 + Penalty 3223.696314 = -1955165.750214
  nChanged 66
		SP:Iteration 31Q (64636.400000 sec): 3 clusters
  Score: Raw -1958406.840511 + Penalty 3223.696314 = -1955183.144197
  nChanged 68
		SP:Iteration 32Q (64636.650000 sec): 3 clusters
  Score: Raw -1958423.634372 + Penalty 3223.696314 = -1955199.938058
  nChanged 63
		SP:Iteration 33Q (64636.900000 sec): 3 clusters
  Score: Raw -1958439.102484 + Penalty 3223.696314 = -1955215.406170
  nChanged 61
		SP:Iteration 34Q (64637.160000 sec): 3 clusters
  Score: Raw -1958452.716947 + Penalty 3223.696314 = -1955229.020633
  nChanged 55
		SP:Iteration 35Q (64637.400000 sec): 3 clusters
  Score: Raw -1958465.511748 + Penalty 3223.696314 = -1955241.815434
  nChanged 45
		SP:Iteration 36Q (64637.680000 sec): 3 clusters
  Score: Raw -1958475.642741 + Penalty 3223.696314 = -1955251.946427
  nChanged 38
		SP:Iteration 37Q (64638.000000 sec): 3 clusters
  Score: Raw -1958483.227361 + Penalty 3223.696314 = -1955259.531046
  nChanged 43
		SP:Iteration 38Q (64638.240000 sec): 3 clusters
  Score: Raw -1958491.961828 + Penalty 3223.696314 = -1955268.265514
  nChanged 34
		SP:Iteration 39Q (64638.500000 sec): 3 clusters
  Score: Raw -1958498.375620 + Penalty 3223.696314 = -1955274.679306
  nChanged 28
		SP:Iteration 40F (64638.820000 sec): 3 clusters
  Score: Raw -1958504.243864 + Penalty 3223.696314 = -1955280.547549
  nChanged 28
		SP:Iteration 41Q (64639.100000 sec): 3 clusters
  Score: Raw -1958509.411963 + Penalty 3223.696314 = -1955285.715649
  nChanged 22
		SP:Iteration 42Q (64639.360000 sec): 3 clusters
  Score: Raw -1958514.970869 + Penalty 3223.696314 = -1955291.274555
  nChanged 24
		SP:Iteration 43Q (64639.660000 sec): 3 clusters
  Score: Raw -1958520.159999 + Penalty 3223.696314 = -1955296.463684
  nChanged 24
		SP:Iteration 44Q (64639.930000 sec): 3 clusters
  Score: Raw -1958524.702312 + Penalty 3223.696314 = -1955301.005998
  nChanged 33
		SP:Iteration 45Q (64640.280000 sec): 3 clusters
  Score: Raw -1958531.674803 + Penalty 3223.696314 = -1955307.978489
  nChanged 26
		SP:Iteration 46Q (64640.590000 sec): 3 clusters
  Score: Raw -1958538.151572 + Penalty 3223.696314 = -1955314.455258
  nChanged 31
		SP:Iteration 47Q (64640.810000 sec): 3 clusters
  Score: Raw -1958545.656462 + Penalty 3223.696314 = -1955321.960148
  nChanged 35
		SP:Iteration 48Q (64641.080000 sec): 3 clusters
  Score: Raw -1958554.498042 + Penalty 3223.696314 = -1955330.801728
  nChanged 25
		SP:Iteration 49Q (64641.310000 sec): 3 clusters
  Score: Raw -1958558.913334 + Penalty 3223.696314 = -1955335.217020
  nChanged 25
		SP:Iteration 50Q (64641.600000 sec): 3 clusters
  Score: Raw -1958564.717168 + Penalty 3223.696314 = -1955341.020853
  nChanged 23
		SP:Iteration 51Q (64641.860000 sec): 3 clusters
  Score: Raw -1958569.355141 + Penalty 3223.696314 = -1955345.658826
  nChanged 23
		SP:Iteration 52Q (64642.160000 sec): 3 clusters
  Score: Raw -1958574.773842 + Penalty 3223.696314 = -1955351.077528
  nChanged 31
		SP:Iteration 53Q (64642.400000 sec): 3 clusters
  Score: Raw -1958584.470801 + Penalty 3223.696314 = -1955360.774487
  nChanged 43
		SP:Iteration 54Q (64642.660000 sec): 3 clusters
  Score: Raw -1958596.846906 + Penalty 3223.696314 = -1955373.150592
  nChanged 44
		SP:Iteration 55Q (64642.910000 sec): 3 clusters
  Score: Raw -1958608.420011 + Penalty 3223.696314 = -1955384.723697
  nChanged 39
		SP:Iteration 56Q (64643.130000 sec): 3 clusters
  Score: Raw -1958621.936871 + Penalty 3223.696314 = -1955398.240557
  nChanged 48
		SP:Iteration 57Q (64643.390000 sec): 3 clusters
  Score: Raw -1958636.963169 + Penalty 3223.696314 = -1955413.266855
  nChanged 41
		SP:Iteration 58Q (64643.700000 sec): 3 clusters
  Score: Raw -1958647.116086 + Penalty 3223.696314 = -1955423.419771
  nChanged 43
		SP:Iteration 59Q (64643.920000 sec): 3 clusters
  Score: Raw -1958658.776560 + Penalty 3223.696314 = -1955435.080245
  nChanged 43
		SP:Iteration 60F (64644.230000 sec): 3 clusters
  Score: Raw -1958671.998807 + Penalty 3223.696314 = -1955448.302492
  nChanged 39
		SP:Iteration 61Q (64644.420000 sec): 3 clusters
  Score: Raw -1958683.387204 + Penalty 3223.696314 = -1955459.690890
  nChanged 39
		SP:Iteration 62Q (64644.680000 sec): 3 clusters
  Score: Raw -1958696.882136 + Penalty 3223.696314 = -1955473.185821
  nChanged 40
		SP:Iteration 63Q (64644.940000 sec): 3 clusters
  Score: Raw -1958706.260022 + Penalty 3223.696314 = -1955482.563708
  nChanged 21
		SP:Iteration 64Q (64645.240000 sec): 3 clusters
  Score: Raw -1958711.831748 + Penalty 3223.696314 = -1955488.135433
  nChanged 26
		SP:Iteration 65Q (64645.500000 sec): 3 clusters
  Score: Raw -1958719.997899 + Penalty 3223.696314 = -1955496.301584
  nChanged 26
		SP:Iteration 66Q (64645.760000 sec): 3 clusters
  Score: Raw -1958726.405939 + Penalty 3223.696314 = -1955502.709625
  nChanged 22
		SP:Iteration 67Q (64646.050000 sec): 3 clusters
  Score: Raw -1958733.689932 + Penalty 3223.696314 = -1955509.993618
  nChanged 19
		SP:Iteration 68Q (64646.350000 sec): 3 clusters
  Score: Raw -1958739.483578 + Penalty 3223.696314 = -1955515.787263
  nChanged 17
		SP:Iteration 69Q (64646.610000 sec): 3 clusters
  Score: Raw -1958743.541131 + Penalty 3223.696314 = -1955519.844817
  nChanged 15
		SP:Iteration 70Q (64646.880000 sec): 3 clusters
  Score: Raw -1958746.143798 + Penalty 3223.696314 = -1955522.447483
  nChanged 9
		SP:Iteration 71Q (64647.150000 sec): 3 clusters
  Score: Raw -1958748.014874 + Penalty 3223.696314 = -1955524.318559
  nChanged 8
		SP:Iteration 72Q (64647.430000 sec): 3 clusters
  Score: Raw -1958749.857470 + Penalty 3223.696314 = -1955526.161155
  nChanged 14
		SP:Iteration 73Q (64647.660000 sec): 3 clusters
  Score: Raw -1958753.616705 + Penalty 3223.696314 = -1955529.920391
  nChanged 14
		SP:Iteration 74Q (64647.930000 sec): 3 clusters
  Score: Raw -1958757.306158 + Penalty 3223.696314 = -1955533.609843
  nChanged 11
		SP:Iteration 75Q (64648.200000 sec): 3 clusters
  Score: Raw -1958759.231515 + Penalty 3223.696314 = -1955535.535201
  nChanged 13
		SP:Iteration 76Q (64648.490000 sec): 3 clusters
  Score: Raw -1958762.377575 + Penalty 3223.696314 = -1955538.681261
  nChanged 7
		SP:Iteration 77Q (64648.770000 sec): 3 clusters
  Score: Raw -1958763.476108 + Penalty 3223.696314 = -1955539.779793
  nChanged 4
		SP:Iteration 78Q (64649.030000 sec): 3 clusters
  Score: Raw -1958764.239842 + Penalty 3223.696314 = -1955540.543528
  nChanged 2
		SP:Iteration 79Q (64649.310000 sec): 3 clusters
  Score: Raw -1958764.454849 + Penalty 3223.696314 = -1955540.758534
  nChanged 2
		SP:Iteration 80F (64649.630000 sec): 3 clusters
  Score: Raw -1958764.757326 + Penalty 3223.696314 = -1955541.061012
  nChanged 3
		SP:Iteration 81Q (64649.920000 sec): 3 clusters
  Score: Raw -1958765.636625 + Penalty 3223.696314 = -1955541.940310
  nChanged 2
		SP:Iteration 82Q (64650.150000 sec): 3 clusters
  Score: Raw -1958766.225661 + Penalty 3223.696314 = -1955542.529346
  nChanged 2
		SP:Iteration 83Q (64650.410000 sec): 3 clusters
  Score: Raw -1958766.751546 + Penalty 3223.696314 = -1955543.055232
  nChanged 2
		SP:Iteration 84Q (64650.690000 sec): 3 clusters
  Score: Raw -1958767.087184 + Penalty 3223.696314 = -1955543.390870
  nChanged 1
		SP:Iteration 85Q (64650.890000 sec): 3 clusters
  Score: Raw -1958767.252483 + Penalty 3223.696314 = -1955543.556169
  nChanged 1
		SP:Iteration 86Q (64651.200000 sec): 3 clusters
  Score: Raw -1958767.733165 + Penalty 3223.696314 = -1955544.036851
  nChanged 1
		SP:Iteration 87Q (64651.460000 sec): 3 clusters
  Score: Raw -1958768.168235 + Penalty 3223.696314 = -1955544.471921
  nChanged 2
		SP:Iteration 88Q (64651.690000 sec): 3 clusters
  Score: Raw -1958768.446034 + Penalty 3223.696314 = -1955544.749720
  nChanged 2
		SP:Iteration 89Q (64651.950000 sec): 3 clusters
  Score: Raw -1958768.849342 + Penalty 3223.696314 = -1955545.153027
  nChanged 0
		SP:Iteration 90F (64652.290000 sec): 3 clusters
  Score: Raw -1958768.849342 + Penalty 3223.696314 = -1955545.153027
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64652.410000 sec): 2 clusters
  Score: Raw -1359543.386526 + Penalty 1526.280478 = -1358017.106048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64652.660000 sec): 3 clusters
  Score: Raw -1352699.668913 + Penalty 3052.560956 = -1349647.107958
  nChanged 5122
		SP:Iteration 1F (64652.930000 sec): 3 clusters
  Score: Raw -1355501.745515 + Penalty 3052.560956 = -1352449.184559
  nChanged 688
		SP:Iteration 2F (64653.190000 sec): 3 clusters
  Score: Raw -1355791.493055 + Penalty 3052.560956 = -1352738.932099
  nChanged 594
		SP:Iteration 3Q (64653.490000 sec): 3 clusters
  Score: Raw -1356055.455244 + Penalty 3052.560956 = -1353002.894288
  nChanged 558
		SP:Iteration 4Q (64653.710000 sec): 3 clusters
  Score: Raw -1356327.597322 + Penalty 3052.560956 = -1353275.036366
  nChanged 539
		SP:Iteration 5Q (64653.990000 sec): 3 clusters
  Score: Raw -1356604.239309 + Penalty 3052.560956 = -1353551.678354
  nChanged 504
		SP:Iteration 6Q (64654.310000 sec): 3 clusters
  Score: Raw -1356894.560598 + Penalty 3052.560956 = -1353841.999642
  nChanged 571
		SP:Iteration 7Q (64654.530000 sec): 3 clusters
  Score: Raw -1357256.054012 + Penalty 3052.560956 = -1354203.493056
  nChanged 584
		SP:Iteration 8Q (64654.770000 sec): 3 clusters
  Score: Raw -1357658.609761 + Penalty 3052.560956 = -1354606.048805
  nChanged 549
		SP:Iteration 9Q (64655.050000 sec): 3 clusters
  Score: Raw -1358045.316594 + Penalty 3052.560956 = -1354992.755639
  nChanged 486
		SP:Iteration 10Q (64655.280000 sec): 3 clusters
  Score: Raw -1358418.133027 + Penalty 3052.560956 = -1355365.572072
  nChanged 406
		SP:Iteration 11Q (64655.610000 sec): 3 clusters
  Score: Raw -1358742.361672 + Penalty 3052.560956 = -1355689.800716
  nChanged 338
		SP:Iteration 12Q (64655.810000 sec): 3 clusters
  Score: Raw -1358996.057640 + Penalty 3052.560956 = -1355943.496684
  nChanged 265
		SP:Iteration 13Q (64656.060000 sec): 3 clusters
  Score: Raw -1359213.967876 + Penalty 3052.560956 = -1356161.406920
  nChanged 196
		SP:Iteration 14Q (64656.330000 sec): 3 clusters
  Score: Raw -1359370.897209 + Penalty 3052.560956 = -1356318.336253
  nChanged 128
		SP:Iteration 15Q (64656.600000 sec): 3 clusters
  Score: Raw -1359469.267898 + Penalty 3052.560956 = -1356416.706943
  nChanged 99
		SP:Iteration 16Q (64656.850000 sec): 3 clusters
  Score: Raw -1359550.363221 + Penalty 3052.560956 = -1356497.802265
  nChanged 68
		SP:Iteration 17Q (64657.090000 sec): 3 clusters
  Score: Raw -1359610.124725 + Penalty 3052.560956 = -1356557.563769
  nChanged 50
		SP:Iteration 18Q (64657.310000 sec): 3 clusters
  Score: Raw -1359656.404403 + Penalty 3052.560956 = -1356603.843448
  nChanged 39
		SP:Iteration 19Q (64657.520000 sec): 3 clusters
  Score: Raw -1359692.591944 + Penalty 3052.560956 = -1356640.030988
  nChanged 28
		SP:Iteration 20F (64657.760000 sec): 3 clusters
  Score: Raw -1359716.361735 + Penalty 3052.560956 = -1356663.800779
  nChanged 19
		SP:Iteration 21Q (64657.980000 sec): 3 clusters
  Score: Raw -1359733.372996 + Penalty 3052.560956 = -1356680.812041
  nChanged 12
		SP:Iteration 22Q (64658.230000 sec): 3 clusters
  Score: Raw -1359744.744107 + Penalty 3052.560956 = -1356692.183152
  nChanged 15
		SP:Iteration 23Q (64658.450000 sec): 3 clusters
  Score: Raw -1359758.037485 + Penalty 3052.560956 = -1356705.476529
  nChanged 13
		SP:Iteration 24Q (64658.680000 sec): 3 clusters
  Score: Raw -1359775.724630 + Penalty 3052.560956 = -1356723.163675
  nChanged 14
		SP:Iteration 25Q (64658.890000 sec): 3 clusters
  Score: Raw -1359787.021043 + Penalty 3052.560956 = -1356734.460087
  nChanged 6
		SP:Iteration 26Q (64659.140000 sec): 3 clusters
  Score: Raw -1359794.176216 + Penalty 3052.560956 = -1356741.615260
  nChanged 5
		SP:Iteration 27Q (64659.350000 sec): 3 clusters
  Score: Raw -1359799.844906 + Penalty 3052.560956 = -1356747.283950
  nChanged 3
		SP:Iteration 28Q (64659.580000 sec): 3 clusters
  Score: Raw -1359803.005718 + Penalty 3052.560956 = -1356750.444763
  nChanged 3
		SP:Iteration 29Q (64659.810000 sec): 3 clusters
  Score: Raw -1359805.169244 + Penalty 3052.560956 = -1356752.608289
  nChanged 2
		SP:Iteration 30Q (64660.020000 sec): 3 clusters
  Score: Raw -1359808.193248 + Penalty 3052.560956 = -1356755.632292
  nChanged 2
		SP:Iteration 31Q (64660.260000 sec): 3 clusters
  Score: Raw -1359810.504528 + Penalty 3052.560956 = -1356757.943572
  nChanged 0
		SP:Iteration 32F (64660.480000 sec): 3 clusters
  Score: Raw -1359810.504528 + Penalty 3052.560956 = -1356757.943572
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64660.590000 sec): 2 clusters
  Score: Raw -19306.478531 + Penalty 865.779877 = -18440.698654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64660.810000 sec): 3 clusters
  Score: Raw -19416.356533 + Penalty 1731.559755 = -17684.796778
  nChanged 31
		SP:Iteration 1F (64660.960000 sec): 3 clusters
  Score: Raw -19502.247209 + Penalty 1731.559755 = -17770.687455
  nChanged 11
		SP:Iteration 2F (64661.110000 sec): 3 clusters
  Score: Raw -19535.391643 + Penalty 1731.559755 = -17803.831888
  nChanged 4
		SP:Iteration 3Q (64661.250000 sec): 3 clusters
  Score: Raw -19551.049026 + Penalty 1731.559755 = -17819.489271
  nChanged 4
		SP:Iteration 4Q (64661.400000 sec): 3 clusters
  Score: Raw -19564.493348 + Penalty 1731.559755 = -17832.933593
  nChanged 3
		SP:Iteration 5Q (64661.590000 sec): 3 clusters
  Score: Raw -19581.161368 + Penalty 1731.559755 = -17849.601613
  nChanged 3
		SP:Iteration 6Q (64661.730000 sec): 3 clusters
  Score: Raw -19619.633865 + Penalty 1731.559755 = -17888.074110
  nChanged 3
		SP:Iteration 7Q (64661.920000 sec): 3 clusters
  Score: Raw -19668.591290 + Penalty 1731.559755 = -17937.031535
  nChanged 7
		SP:Iteration 8Q (64662.100000 sec): 3 clusters
  Score: Raw -19735.237036 + Penalty 1731.559755 = -18003.677281
  nChanged 2
		SP:Iteration 9Q (64662.260000 sec): 3 clusters
  Score: Raw -19745.336884 + Penalty 1731.559755 = -18013.777129
  nChanged 3
		SP:Iteration 10Q (64662.400000 sec): 3 clusters
  Score: Raw -19759.339987 + Penalty 1731.559755 = -18027.780232
  nChanged 2
		SP:Iteration 11Q (64662.580000 sec): 3 clusters
  Score: Raw -19763.024807 + Penalty 1731.559755 = -18031.465053
  nChanged 0
		SP:Iteration 12F (64662.780000 sec): 3 clusters
  Score: Raw -19763.024807 + Penalty 1731.559755 = -18031.465053
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64662.840000 sec): 2 clusters
  Score: Raw -62237.900482 + Penalty 1030.594731 = -61207.305751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64663.030000 sec): 3 clusters
  Score: Raw -62170.607776 + Penalty 2061.189461 = -60109.418314
  nChanged 130
		SP:Iteration 1F (64663.230000 sec): 3 clusters
  Score: Raw -62356.941809 + Penalty 2061.189461 = -60295.752348
  nChanged 40
		SP:Iteration 2F (64663.360000 sec): 3 clusters
  Score: Raw -62415.574234 + Penalty 2061.189461 = -60354.384773
  nChanged 14
		SP:Iteration 3Q (64663.570000 sec): 3 clusters
  Score: Raw -62446.569746 + Penalty 2061.189461 = -60385.380285
  nChanged 10
		SP:Iteration 4Q (64663.680000 sec): 3 clusters
  Score: Raw -62459.121571 + Penalty 2061.189461 = -60397.932110
  nChanged 5
		SP:Iteration 5Q (64663.880000 sec): 3 clusters
  Score: Raw -62466.677985 + Penalty 2061.189461 = -60405.488523
  nChanged 3
		SP:Iteration 6Q (64664.030000 sec): 3 clusters
  Score: Raw -62468.843215 + Penalty 2061.189461 = -60407.653754
  nChanged 0
		SP:Iteration 7F (64664.190000 sec): 3 clusters
  Score: Raw -62468.843215 + Penalty 2061.189461 = -60407.653754
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64664.290000 sec): 2 clusters
  Score: Raw -16731.896077 + Penalty 832.644147 = -15899.251930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64664.450000 sec): 3 clusters
  Score: Raw -16913.750244 + Penalty 1665.288293 = -15248.461951
  nChanged 16
		SP:Iteration 1F (64664.650000 sec): 3 clusters
  Score: Raw -16962.016405 + Penalty 1665.288293 = -15296.728112
  nChanged 4
		SP:Iteration 2Q (64664.810000 sec): 3 clusters
  Score: Raw -16981.765412 + Penalty 1665.288293 = -15316.477118
  nChanged 1
		SP:Iteration 3Q (64665.000000 sec): 3 clusters
  Score: Raw -16986.362704 + Penalty 1665.288293 = -15321.074411
  nChanged 1
		SP:Iteration 4Q (64665.130000 sec): 3 clusters
  Score: Raw -16990.494744 + Penalty 1665.288293 = -15325.206451
  nChanged 1
		SP:Iteration 5Q (64665.350000 sec): 3 clusters
  Score: Raw -16996.903492 + Penalty 1665.288293 = -15331.615198
  nChanged 2
		SP:Iteration 6Q (64665.470000 sec): 3 clusters
  Score: Raw -17015.827015 + Penalty 1665.288293 = -15350.538722
  nChanged 4
		SP:Iteration 7Q (64665.690000 sec): 3 clusters
  Score: Raw -17029.798521 + Penalty 1665.288293 = -15364.510228
  nChanged 1
		SP:Iteration 8Q (64665.830000 sec): 3 clusters
  Score: Raw -17031.954421 + Penalty 1665.288293 = -15366.666127
  nChanged 1
		SP:Iteration 9Q (64666.050000 sec): 3 clusters
  Score: Raw -17038.044712 + Penalty 1665.288293 = -15372.756419
  nChanged 2
		SP:Iteration 10Q (64666.260000 sec): 3 clusters
  Score: Raw -17044.726407 + Penalty 1665.288293 = -15379.438114
  nChanged 0
		SP:Iteration 11F (64666.400000 sec): 3 clusters
  Score: Raw -17044.726407 + Penalty 1665.288293 = -15379.438114
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (20479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64666.650000 sec): 2 clusters
  Score: Raw -2142197.497476 + Penalty 1613.162728 = -2140584.334748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64666.900000 sec): 3 clusters
  Score: Raw -2129879.485799 + Penalty 3226.325456 = -2126653.160343
  nChanged 9257
		SP:Iteration 1F (64667.180000 sec): 3 clusters
  Score: Raw -2135280.654968 + Penalty 3226.325456 = -2132054.329512
  nChanged 1310
		SP:Iteration 2F (64667.460000 sec): 3 clusters
  Score: Raw -2135956.809691 + Penalty 3226.325456 = -2132730.484235
  nChanged 1238
		SP:Iteration 3F (64667.760000 sec): 3 clusters
  Score: Raw -2136660.390659 + Penalty 3226.325456 = -2133434.065203
  nChanged 1277
		SP:Iteration 4F (64668.070000 sec): 3 clusters
  Score: Raw -2137509.496664 + Penalty 3226.325456 = -2134283.171208
  nChanged 1229
		SP:Iteration 5F (64668.350000 sec): 3 clusters
  Score: Raw -2138413.806344 + Penalty 3226.325456 = -2135187.480888
  nChanged 1174
		SP:Iteration 6F (64668.660000 sec): 3 clusters
  Score: Raw -2139329.625666 + Penalty 3226.325456 = -2136103.300210
  nChanged 1000
		SP:Iteration 7Q (64668.920000 sec): 3 clusters
  Score: Raw -2140011.365810 + Penalty 3226.325456 = -2136785.040354
  nChanged 780
		SP:Iteration 8Q (64669.240000 sec): 3 clusters
  Score: Raw -2140454.317625 + Penalty 3226.325456 = -2137227.992169
  nChanged 566
		SP:Iteration 9Q (64669.520000 sec): 3 clusters
  Score: Raw -2140745.807365 + Penalty 3226.325456 = -2137519.481909
  nChanged 425
		SP:Iteration 10Q (64669.790000 sec): 3 clusters
  Score: Raw -2140933.198337 + Penalty 3226.325456 = -2137706.872880
  nChanged 339
		SP:Iteration 11Q (64670.060000 sec): 3 clusters
  Score: Raw -2141071.467310 + Penalty 3226.325456 = -2137845.141854
  nChanged 274
		SP:Iteration 12Q (64670.330000 sec): 3 clusters
  Score: Raw -2141181.164241 + Penalty 3226.325456 = -2137954.838785
  nChanged 278
		SP:Iteration 13Q (64670.620000 sec): 3 clusters
  Score: Raw -2141296.469114 + Penalty 3226.325456 = -2138070.143658
  nChanged 249
		SP:Iteration 14Q (64670.970000 sec): 3 clusters
  Score: Raw -2141395.476350 + Penalty 3226.325456 = -2138169.150894
  nChanged 247
		SP:Iteration 15Q (64671.260000 sec): 3 clusters
  Score: Raw -2141492.185183 + Penalty 3226.325456 = -2138265.859727
  nChanged 232
		SP:Iteration 16Q (64671.540000 sec): 3 clusters
  Score: Raw -2141588.496868 + Penalty 3226.325456 = -2138362.171412
  nChanged 234
		SP:Iteration 17Q (64671.800000 sec): 3 clusters
  Score: Raw -2141687.787753 + Penalty 3226.325456 = -2138461.462296
  nChanged 197
		SP:Iteration 18Q (64672.100000 sec): 3 clusters
  Score: Raw -2141756.691536 + Penalty 3226.325456 = -2138530.366080
  nChanged 151
		SP:Iteration 19Q (64672.400000 sec): 3 clusters
  Score: Raw -2141801.543879 + Penalty 3226.325456 = -2138575.218422
  nChanged 147
		SP:Iteration 20F (64672.670000 sec): 3 clusters
  Score: Raw -2141845.700952 + Penalty 3226.325456 = -2138619.375495
  nChanged 132
		SP:Iteration 21Q (64672.960000 sec): 3 clusters
  Score: Raw -2141882.979791 + Penalty 3226.325456 = -2138656.654335
  nChanged 112
		SP:Iteration 22Q (64673.220000 sec): 3 clusters
  Score: Raw -2141912.334873 + Penalty 3226.325456 = -2138686.009417
  nChanged 109
		SP:Iteration 23Q (64673.540000 sec): 3 clusters
  Score: Raw -2141940.649061 + Penalty 3226.325456 = -2138714.323605
  nChanged 113
		SP:Iteration 24Q (64673.820000 sec): 3 clusters
  Score: Raw -2141968.028323 + Penalty 3226.325456 = -2138741.702867
  nChanged 97
		SP:Iteration 25Q (64674.090000 sec): 3 clusters
  Score: Raw -2141993.138675 + Penalty 3226.325456 = -2138766.813219
  nChanged 103
		SP:Iteration 26Q (64674.360000 sec): 3 clusters
  Score: Raw -2142016.745910 + Penalty 3226.325456 = -2138790.420454
  nChanged 85
		SP:Iteration 27Q (64674.640000 sec): 3 clusters
  Score: Raw -2142037.061467 + Penalty 3226.325456 = -2138810.736011
  nChanged 80
		SP:Iteration 28Q (64674.880000 sec): 3 clusters
  Score: Raw -2142057.636168 + Penalty 3226.325456 = -2138831.310712
  nChanged 85
		SP:Iteration 29Q (64675.240000 sec): 3 clusters
  Score: Raw -2142078.774836 + Penalty 3226.325456 = -2138852.449380
  nChanged 72
		SP:Iteration 30Q (64675.520000 sec): 3 clusters
  Score: Raw -2142094.537344 + Penalty 3226.325456 = -2138868.211888
  nChanged 60
		SP:Iteration 31Q (64675.810000 sec): 3 clusters
  Score: Raw -2142109.061617 + Penalty 3226.325456 = -2138882.736161
  nChanged 60
		SP:Iteration 32Q (64676.050000 sec): 3 clusters
  Score: Raw -2142124.872556 + Penalty 3226.325456 = -2138898.547100
  nChanged 59
		SP:Iteration 33Q (64676.340000 sec): 3 clusters
  Score: Raw -2142139.547871 + Penalty 3226.325456 = -2138913.222415
  nChanged 59
		SP:Iteration 34Q (64676.620000 sec): 3 clusters
  Score: Raw -2142153.892563 + Penalty 3226.325456 = -2138927.567107
  nChanged 61
		SP:Iteration 35Q (64676.880000 sec): 3 clusters
  Score: Raw -2142168.285658 + Penalty 3226.325456 = -2138941.960201
  nChanged 56
		SP:Iteration 36Q (64677.190000 sec): 3 clusters
  Score: Raw -2142183.446130 + Penalty 3226.325456 = -2138957.120674
  nChanged 52
		SP:Iteration 37Q (64677.470000 sec): 3 clusters
  Score: Raw -2142199.690459 + Penalty 3226.325456 = -2138973.365003
  nChanged 50
		SP:Iteration 38Q (64677.740000 sec): 3 clusters
  Score: Raw -2142212.989099 + Penalty 3226.325456 = -2138986.663642
  nChanged 41
		SP:Iteration 39Q (64678.010000 sec): 3 clusters
  Score: Raw -2142222.924503 + Penalty 3226.325456 = -2138996.599047
  nChanged 41
		SP:Iteration 40F (64678.260000 sec): 3 clusters
  Score: Raw -2142231.893312 + Penalty 3226.325456 = -2139005.567856
  nChanged 35
		SP:Iteration 41Q (64678.550000 sec): 3 clusters
  Score: Raw -2142237.576494 + Penalty 3226.325456 = -2139011.251038
  nChanged 33
		SP:Iteration 42Q (64678.790000 sec): 3 clusters
  Score: Raw -2142245.583422 + Penalty 3226.325456 = -2139019.257965
  nChanged 34
		SP:Iteration 43Q (64679.020000 sec): 3 clusters
  Score: Raw -2142251.467846 + Penalty 3226.325456 = -2139025.142390
  nChanged 26
		SP:Iteration 44Q (64679.330000 sec): 3 clusters
  Score: Raw -2142256.373296 + Penalty 3226.325456 = -2139030.047840
  nChanged 30
		SP:Iteration 45Q (64679.580000 sec): 3 clusters
  Score: Raw -2142261.949376 + Penalty 3226.325456 = -2139035.623920
  nChanged 31
		SP:Iteration 46Q (64679.850000 sec): 3 clusters
  Score: Raw -2142268.817185 + Penalty 3226.325456 = -2139042.491729
  nChanged 36
		SP:Iteration 47Q (64680.080000 sec): 3 clusters
  Score: Raw -2142276.342200 + Penalty 3226.325456 = -2139050.016744
  nChanged 28
		SP:Iteration 48Q (64680.410000 sec): 3 clusters
  Score: Raw -2142281.537071 + Penalty 3226.325456 = -2139055.211614
  nChanged 22
		SP:Iteration 49Q (64680.690000 sec): 3 clusters
  Score: Raw -2142288.659827 + Penalty 3226.325456 = -2139062.334371
  nChanged 30
		SP:Iteration 50Q (64680.970000 sec): 3 clusters
  Score: Raw -2142297.124738 + Penalty 3226.325456 = -2139070.799281
  nChanged 37
		SP:Iteration 51Q (64681.200000 sec): 3 clusters
  Score: Raw -2142306.752731 + Penalty 3226.325456 = -2139080.427274
  nChanged 22
		SP:Iteration 52Q (64681.480000 sec): 3 clusters
  Score: Raw -2142311.699674 + Penalty 3226.325456 = -2139085.374218
  nChanged 26
		SP:Iteration 53Q (64681.740000 sec): 3 clusters
  Score: Raw -2142318.730032 + Penalty 3226.325456 = -2139092.404576
  nChanged 38
		SP:Iteration 54Q (64681.950000 sec): 3 clusters
  Score: Raw -2142329.978045 + Penalty 3226.325456 = -2139103.652589
  nChanged 41
		SP:Iteration 55Q (64682.170000 sec): 3 clusters
  Score: Raw -2142342.625907 + Penalty 3226.325456 = -2139116.300451
  nChanged 50
		SP:Iteration 56Q (64682.430000 sec): 3 clusters
  Score: Raw -2142360.504738 + Penalty 3226.325456 = -2139134.179282
  nChanged 53
		SP:Iteration 57Q (64682.710000 sec): 3 clusters
  Score: Raw -2142380.004889 + Penalty 3226.325456 = -2139153.679432
  nChanged 52
		SP:Iteration 58Q (64682.960000 sec): 3 clusters
  Score: Raw -2142396.245113 + Penalty 3226.325456 = -2139169.919657
  nChanged 44
		SP:Iteration 59Q (64683.200000 sec): 3 clusters
  Score: Raw -2142406.440883 + Penalty 3226.325456 = -2139180.115426
  nChanged 33
		SP:Iteration 60F (64683.510000 sec): 3 clusters
  Score: Raw -2142415.803553 + Penalty 3226.325456 = -2139189.478097
  nChanged 32
		SP:Iteration 61Q (64683.780000 sec): 3 clusters
  Score: Raw -2142427.759524 + Penalty 3226.325456 = -2139201.434068
  nChanged 40
		SP:Iteration 62Q (64684.030000 sec): 3 clusters
  Score: Raw -2142442.364404 + Penalty 3226.325456 = -2139216.038948
  nChanged 50
		SP:Iteration 63Q (64684.280000 sec): 3 clusters
  Score: Raw -2142459.310521 + Penalty 3226.325456 = -2139232.985065
  nChanged 36
		SP:Iteration 64Q (64684.550000 sec): 3 clusters
  Score: Raw -2142470.844610 + Penalty 3226.325456 = -2139244.519154
  nChanged 30
		SP:Iteration 65Q (64684.790000 sec): 3 clusters
  Score: Raw -2142480.849868 + Penalty 3226.325456 = -2139254.524412
  nChanged 23
		SP:Iteration 66Q (64685.080000 sec): 3 clusters
  Score: Raw -2142489.156456 + Penalty 3226.325456 = -2139262.831000
  nChanged 28
		SP:Iteration 67Q (64685.310000 sec): 3 clusters
  Score: Raw -2142497.679457 + Penalty 3226.325456 = -2139271.354000
  nChanged 20
		SP:Iteration 68Q (64685.570000 sec): 3 clusters
  Score: Raw -2142504.460578 + Penalty 3226.325456 = -2139278.135122
  nChanged 24
		SP:Iteration 69Q (64685.810000 sec): 3 clusters
  Score: Raw -2142512.085628 + Penalty 3226.325456 = -2139285.760172
  nChanged 13
		SP:Iteration 70Q (64686.080000 sec): 3 clusters
  Score: Raw -2142516.506390 + Penalty 3226.325456 = -2139290.180934
  nChanged 17
		SP:Iteration 71Q (64686.330000 sec): 3 clusters
  Score: Raw -2142520.252144 + Penalty 3226.325456 = -2139293.926688
  nChanged 8
		SP:Iteration 72Q (64686.560000 sec): 3 clusters
  Score: Raw -2142522.085658 + Penalty 3226.325456 = -2139295.760202
  nChanged 3
		SP:Iteration 73Q (64686.830000 sec): 3 clusters
  Score: Raw -2142522.886485 + Penalty 3226.325456 = -2139296.561028
  nChanged 3
		SP:Iteration 74Q (64687.060000 sec): 3 clusters
  Score: Raw -2142523.610921 + Penalty 3226.325456 = -2139297.285465
  nChanged 4
		SP:Iteration 75Q (64687.280000 sec): 3 clusters
  Score: Raw -2142524.734072 + Penalty 3226.325456 = -2139298.408616
  nChanged 7
		SP:Iteration 76Q (64687.550000 sec): 3 clusters
  Score: Raw -2142526.055021 + Penalty 3226.325456 = -2139299.729565
  nChanged 5
		SP:Iteration 77Q (64687.790000 sec): 3 clusters
  Score: Raw -2142527.564242 + Penalty 3226.325456 = -2139301.238786
  nChanged 6
		SP:Iteration 78Q (64688.050000 sec): 3 clusters
  Score: Raw -2142528.706421 + Penalty 3226.325456 = -2139302.380965
  nChanged 5
		SP:Iteration 79Q (64688.360000 sec): 3 clusters
  Score: Raw -2142530.492574 + Penalty 3226.325456 = -2139304.167118
  nChanged 4
		SP:Iteration 80F (64688.620000 sec): 3 clusters
  Score: Raw -2142532.321383 + Penalty 3226.325456 = -2139305.995927
  nChanged 7
		SP:Iteration 81Q (64688.820000 sec): 3 clusters
  Score: Raw -2142534.052184 + Penalty 3226.325456 = -2139307.726728
  nChanged 8
		SP:Iteration 82Q (64689.060000 sec): 3 clusters
  Score: Raw -2142535.977402 + Penalty 3226.325456 = -2139309.651946
  nChanged 11
		SP:Iteration 83Q (64689.320000 sec): 3 clusters
  Score: Raw -2142538.400983 + Penalty 3226.325456 = -2139312.075527
  nChanged 4
		SP:Iteration 84Q (64689.590000 sec): 3 clusters
  Score: Raw -2142539.756526 + Penalty 3226.325456 = -2139313.431070
  nChanged 4
		SP:Iteration 85Q (64689.850000 sec): 3 clusters
  Score: Raw -2142540.928098 + Penalty 3226.325456 = -2139314.602641
  nChanged 3
		SP:Iteration 86Q (64690.120000 sec): 3 clusters
  Score: Raw -2142541.626225 + Penalty 3226.325456 = -2139315.300768
  nChanged 0
		SP:Iteration 87F (64690.400000 sec): 3 clusters
  Score: Raw -2142541.626225 + Penalty 3226.325456 = -2139315.300768
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (26100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64690.630000 sec): 2 clusters
  Score: Raw -2766526.662860 + Penalty 1652.574721 = -2764874.088138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64690.950000 sec): 3 clusters
  Score: Raw -2750612.615374 + Penalty 3305.149443 = -2747307.465931
  nChanged 12003
		SP:Iteration 1F (64691.290000 sec): 3 clusters
  Score: Raw -2757658.982215 + Penalty 3305.149443 = -2754353.832772
  nChanged 1611
		SP:Iteration 2F (64691.580000 sec): 3 clusters
  Score: Raw -2758482.759171 + Penalty 3305.149443 = -2755177.609728
  nChanged 1645
		SP:Iteration 3F (64691.950000 sec): 3 clusters
  Score: Raw -2759385.395418 + Penalty 3305.149443 = -2756080.245975
  nChanged 1543
		SP:Iteration 4F (64692.300000 sec): 3 clusters
  Score: Raw -2760165.358247 + Penalty 3305.149443 = -2756860.208804
  nChanged 1482
		SP:Iteration 5F (64692.640000 sec): 3 clusters
  Score: Raw -2760961.774970 + Penalty 3305.149443 = -2757656.625527
  nChanged 1334
		SP:Iteration 6F (64693.030000 sec): 3 clusters
  Score: Raw -2761716.773264 + Penalty 3305.149443 = -2758411.623821
  nChanged 1224
		SP:Iteration 7Q (64693.450000 sec): 3 clusters
  Score: Raw -2762436.516880 + Penalty 3305.149443 = -2759131.367437
  nChanged 1094
		SP:Iteration 8Q (64693.830000 sec): 3 clusters
  Score: Raw -2763082.882985 + Penalty 3305.149443 = -2759777.733542
  nChanged 944
		SP:Iteration 9Q (64694.250000 sec): 3 clusters
  Score: Raw -2763538.608665 + Penalty 3305.149443 = -2760233.459223
  nChanged 672
		SP:Iteration 10Q (64694.610000 sec): 3 clusters
  Score: Raw -2763803.306464 + Penalty 3305.149443 = -2760498.157021
  nChanged 510
		SP:Iteration 11Q (64694.970000 sec): 3 clusters
  Score: Raw -2763970.277199 + Penalty 3305.149443 = -2760665.127756
  nChanged 414
		SP:Iteration 12Q (64695.340000 sec): 3 clusters
  Score: Raw -2764103.824553 + Penalty 3305.149443 = -2760798.675110
  nChanged 374
		SP:Iteration 13Q (64695.690000 sec): 3 clusters
  Score: Raw -2764215.396951 + Penalty 3305.149443 = -2760910.247508
  nChanged 332
		SP:Iteration 14Q (64696.000000 sec): 3 clusters
  Score: Raw -2764303.402372 + Penalty 3305.149443 = -2760998.252929
  nChanged 323
		SP:Iteration 15Q (64696.330000 sec): 3 clusters
  Score: Raw -2764401.470172 + Penalty 3305.149443 = -2761096.320729
  nChanged 334
		SP:Iteration 16Q (64696.630000 sec): 3 clusters
  Score: Raw -2764513.624749 + Penalty 3305.149443 = -2761208.475306
  nChanged 364
		SP:Iteration 17Q (64697.010000 sec): 3 clusters
  Score: Raw -2764648.531548 + Penalty 3305.149443 = -2761343.382105
  nChanged 401
		SP:Iteration 18Q (64697.400000 sec): 3 clusters
  Score: Raw -2764794.878714 + Penalty 3305.149443 = -2761489.729272
  nChanged 374
		SP:Iteration 19Q (64697.770000 sec): 3 clusters
  Score: Raw -2764924.927078 + Penalty 3305.149443 = -2761619.777635
  nChanged 361
		SP:Iteration 20F (64698.120000 sec): 3 clusters
  Score: Raw -2765055.493415 + Penalty 3305.149443 = -2761750.343972
  nChanged 363
		SP:Iteration 21Q (64698.400000 sec): 3 clusters
  Score: Raw -2765186.121420 + Penalty 3305.149443 = -2761880.971977
  nChanged 345
		SP:Iteration 22Q (64698.700000 sec): 3 clusters
  Score: Raw -2765315.224818 + Penalty 3305.149443 = -2762010.075375
  nChanged 367
		SP:Iteration 23Q (64699.020000 sec): 3 clusters
  Score: Raw -2765456.377650 + Penalty 3305.149443 = -2762151.228207
  nChanged 336
		SP:Iteration 24Q (64699.330000 sec): 3 clusters
  Score: Raw -2765598.482723 + Penalty 3305.149443 = -2762293.333280
  nChanged 331
		SP:Iteration 25Q (64699.650000 sec): 3 clusters
  Score: Raw -2765753.618061 + Penalty 3305.149443 = -2762448.468618
  nChanged 314
		SP:Iteration 26Q (64699.970000 sec): 3 clusters
  Score: Raw -2765902.609075 + Penalty 3305.149443 = -2762597.459632
  nChanged 292
		SP:Iteration 27Q (64700.310000 sec): 3 clusters
  Score: Raw -2766042.104142 + Penalty 3305.149443 = -2762736.954699
  nChanged 258
		SP:Iteration 28Q (64700.600000 sec): 3 clusters
  Score: Raw -2766168.735919 + Penalty 3305.149443 = -2762863.586476
  nChanged 241
		SP:Iteration 29Q (64700.930000 sec): 3 clusters
  Score: Raw -2766296.478282 + Penalty 3305.149443 = -2762991.328839
  nChanged 229
		SP:Iteration 30Q (64701.250000 sec): 3 clusters
  Score: Raw -2766409.187607 + Penalty 3305.149443 = -2763104.038164
  nChanged 183
		SP:Iteration 31Q (64701.580000 sec): 3 clusters
  Score: Raw -2766497.999943 + Penalty 3305.149443 = -2763192.850500
  nChanged 172
		SP:Iteration 32Q (64701.850000 sec): 3 clusters
  Score: Raw -2766575.857382 + Penalty 3305.149443 = -2763270.707939
  nChanged 127
		SP:Iteration 33Q (64702.160000 sec): 3 clusters
  Score: Raw -2766624.047528 + Penalty 3305.149443 = -2763318.898085
  nChanged 109
		SP:Iteration 34Q (64702.450000 sec): 3 clusters
  Score: Raw -2766668.149278 + Penalty 3305.149443 = -2763362.999835
  nChanged 98
		SP:Iteration 35Q (64702.690000 sec): 3 clusters
  Score: Raw -2766708.135504 + Penalty 3305.149443 = -2763402.986061
  nChanged 91
		SP:Iteration 36Q (64703.020000 sec): 3 clusters
  Score: Raw -2766745.210635 + Penalty 3305.149443 = -2763440.061192
  nChanged 79
		SP:Iteration 37Q (64703.270000 sec): 3 clusters
  Score: Raw -2766775.451888 + Penalty 3305.149443 = -2763470.302445
  nChanged 53
		SP:Iteration 38Q (64703.540000 sec): 3 clusters
  Score: Raw -2766793.073236 + Penalty 3305.149443 = -2763487.923794
  nChanged 46
		SP:Iteration 39Q (64703.900000 sec): 3 clusters
  Score: Raw -2766807.757604 + Penalty 3305.149443 = -2763502.608161
  nChanged 43
		SP:Iteration 40F (64704.210000 sec): 3 clusters
  Score: Raw -2766822.474792 + Penalty 3305.149443 = -2763517.325349
  nChanged 38
		SP:Iteration 41Q (64704.540000 sec): 3 clusters
  Score: Raw -2766833.930738 + Penalty 3305.149443 = -2763528.781295
  nChanged 28
		SP:Iteration 42Q (64704.840000 sec): 3 clusters
  Score: Raw -2766843.114458 + Penalty 3305.149443 = -2763537.965015
  nChanged 18
		SP:Iteration 43Q (64705.130000 sec): 3 clusters
  Score: Raw -2766849.935698 + Penalty 3305.149443 = -2763544.786256
  nChanged 20
		SP:Iteration 44Q (64705.450000 sec): 3 clusters
  Score: Raw -2766855.751550 + Penalty 3305.149443 = -2763550.602107
  nChanged 17
		SP:Iteration 45Q (64705.750000 sec): 3 clusters
  Score: Raw -2766859.211682 + Penalty 3305.149443 = -2763554.062240
  nChanged 9
		SP:Iteration 46Q (64706.010000 sec): 3 clusters
  Score: Raw -2766862.573919 + Penalty 3305.149443 = -2763557.424476
  nChanged 17
		SP:Iteration 47Q (64706.310000 sec): 3 clusters
  Score: Raw -2766867.594239 + Penalty 3305.149443 = -2763562.444796
  nChanged 8
		SP:Iteration 48Q (64706.590000 sec): 3 clusters
  Score: Raw -2766869.491054 + Penalty 3305.149443 = -2763564.341611
  nChanged 15
		SP:Iteration 49Q (64706.950000 sec): 3 clusters
  Score: Raw -2766873.139993 + Penalty 3305.149443 = -2763567.990550
  nChanged 11
		SP:Iteration 50Q (64707.220000 sec): 3 clusters
  Score: Raw -2766876.944621 + Penalty 3305.149443 = -2763571.795178
  nChanged 8
		SP:Iteration 51Q (64707.550000 sec): 3 clusters
  Score: Raw -2766878.940523 + Penalty 3305.149443 = -2763573.791080
  nChanged 3
		SP:Iteration 52Q (64707.850000 sec): 3 clusters
  Score: Raw -2766879.950908 + Penalty 3305.149443 = -2763574.801465
  nChanged 3
		SP:Iteration 53Q (64708.110000 sec): 3 clusters
  Score: Raw -2766880.792166 + Penalty 3305.149443 = -2763575.642723
  nChanged 4
		SP:Iteration 54Q (64708.410000 sec): 3 clusters
  Score: Raw -2766881.776644 + Penalty 3305.149443 = -2763576.627201
  nChanged 3
		SP:Iteration 55Q (64708.710000 sec): 3 clusters
  Score: Raw -2766882.344028 + Penalty 3305.149443 = -2763577.194585
  nChanged 2
		SP:Iteration 56Q (64709.020000 sec): 3 clusters
  Score: Raw -2766883.021018 + Penalty 3305.149443 = -2763577.871575
  nChanged 1
		SP:Iteration 57Q (64709.350000 sec): 3 clusters
  Score: Raw -2766883.758456 + Penalty 3305.149443 = -2763578.609014
  nChanged 1
		SP:Iteration 58Q (64709.580000 sec): 3 clusters
  Score: Raw -2766884.036306 + Penalty 3305.149443 = -2763578.886864
  nChanged 2
		SP:Iteration 59Q (64709.900000 sec): 3 clusters
  Score: Raw -2766884.398392 + Penalty 3305.149443 = -2763579.248950
  nChanged 3
		SP:Iteration 60F (64710.230000 sec): 3 clusters
  Score: Raw -2766885.211346 + Penalty 3305.149443 = -2763580.061903
  nChanged 2
		SP:Iteration 61Q (64710.560000 sec): 3 clusters
  Score: Raw -2766885.735733 + Penalty 3305.149443 = -2763580.586290
  nChanged 2
		SP:Iteration 62Q (64710.870000 sec): 3 clusters
  Score: Raw -2766886.676949 + Penalty 3305.149443 = -2763581.527506
  nChanged 2
		SP:Iteration 63Q (64711.180000 sec): 3 clusters
  Score: Raw -2766887.179478 + Penalty 3305.149443 = -2763582.030035
  nChanged 4
		SP:Iteration 64Q (64711.500000 sec): 3 clusters
  Score: Raw -2766889.005670 + Penalty 3305.149443 = -2763583.856227
  nChanged 4
		SP:Iteration 65Q (64711.830000 sec): 3 clusters
  Score: Raw -2766890.243694 + Penalty 3305.149443 = -2763585.094251
  nChanged 4
		SP:Iteration 66Q (64712.180000 sec): 3 clusters
  Score: Raw -2766891.583059 + Penalty 3305.149443 = -2763586.433616
  nChanged 2
		SP:Iteration 67Q (64712.470000 sec): 3 clusters
  Score: Raw -2766891.822695 + Penalty 3305.149443 = -2763586.673252
  nChanged 1
		SP:Iteration 68Q (64712.790000 sec): 3 clusters
  Score: Raw -2766891.971110 + Penalty 3305.149443 = -2763586.821668
  nChanged 2
		SP:Iteration 69Q (64713.160000 sec): 3 clusters
  Score: Raw -2766892.378964 + Penalty 3305.149443 = -2763587.229522
  nChanged 1
		SP:Iteration 70Q (64713.440000 sec): 3 clusters
  Score: Raw -2766892.649915 + Penalty 3305.149443 = -2763587.500472
  nChanged 0
		SP:Iteration 71F (64713.820000 sec): 3 clusters
  Score: Raw -2766892.649915 + Penalty 3305.149443 = -2763587.500472
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64713.910000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64714.120000 sec): 3 clusters
  Score: Raw -55577.748518 + Penalty 2015.165482 = -53562.583036
  nChanged 111
		SP:Iteration 1F (64714.310000 sec): 3 clusters
  Score: Raw -55726.395177 + Penalty 2015.165482 = -53711.229696
  nChanged 30
		SP:Iteration 2F (64714.450000 sec): 3 clusters
  Score: Raw -55791.046038 + Penalty 2015.165482 = -53775.880556
  nChanged 26
		SP:Iteration 3F (64714.640000 sec): 3 clusters
  Score: Raw -55842.547984 + Penalty 2015.165482 = -53827.382503
  nChanged 10
		SP:Iteration 4Q (64714.850000 sec): 3 clusters
  Score: Raw -55869.005348 + Penalty 2015.165482 = -53853.839866
  nChanged 10
		SP:Iteration 5Q (64714.980000 sec): 3 clusters
  Score: Raw -55895.650672 + Penalty 2015.165482 = -53880.485190
  nChanged 8
		SP:Iteration 6Q (64715.200000 sec): 3 clusters
  Score: Raw -55928.437875 + Penalty 2015.165482 = -53913.272394
  nChanged 11
		SP:Iteration 7Q (64715.390000 sec): 3 clusters
  Score: Raw -55948.519275 + Penalty 2015.165482 = -53933.353794
  nChanged 8
		SP:Iteration 8Q (64715.550000 sec): 3 clusters
  Score: Raw -55966.148830 + Penalty 2015.165482 = -53950.983348
  nChanged 6
		SP:Iteration 9Q (64715.700000 sec): 3 clusters
  Score: Raw -55974.999529 + Penalty 2015.165482 = -53959.834048
  nChanged 1
		SP:Iteration 10Q (64715.880000 sec): 3 clusters
  Score: Raw -55975.639921 + Penalty 2015.165482 = -53960.474439
  nChanged 0
		SP:Iteration 11F (64716.030000 sec): 3 clusters
  Score: Raw -55975.639921 + Penalty 2015.165482 = -53960.474439
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64716.110000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64716.260000 sec): 3 clusters
  Score: Raw -48653.825980 + Penalty 1948.846929 = -46704.979052
  nChanged 88
		SP:Iteration 1F (64716.400000 sec): 3 clusters
  Score: Raw -48796.056610 + Penalty 1948.846929 = -46847.209681
  nChanged 29
		SP:Iteration 2F (64716.540000 sec): 3 clusters
  Score: Raw -48835.766321 + Penalty 1948.846929 = -46886.919393
  nChanged 6
		SP:Iteration 3Q (64716.690000 sec): 3 clusters
  Score: Raw -48846.696757 + Penalty 1948.846929 = -46897.849829
  nChanged 3
		SP:Iteration 4Q (64716.840000 sec): 3 clusters
  Score: Raw -48853.554488 + Penalty 1948.846929 = -46904.707559
  nChanged 2
		SP:Iteration 5Q (64717.030000 sec): 3 clusters
  Score: Raw -48857.800963 + Penalty 1948.846929 = -46908.954034
  nChanged 0
		SP:Iteration 6F (64717.180000 sec): 3 clusters
  Score: Raw -48857.800963 + Penalty 1948.846929 = -46908.954034
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (335172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64718.640000 sec): 2 clusters
  Score: Raw -38112831.393417 + Penalty 2067.389856 = -38110764.003562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64720.230000 sec): 3 clusters
  Score: Raw -37888095.955019 + Penalty 4134.779711 = -37883961.175307
  nChanged 164317
		SP:Iteration 1F (64721.770000 sec): 3 clusters
  Score: Raw -37989110.792648 + Penalty 4134.779711 = -37984976.012937
  nChanged 11769
		SP:Iteration 2Q (64723.580000 sec): 3 clusters
  Score: Raw -37992682.846525 + Penalty 4134.779711 = -37988548.066814
  nChanged 13458
		SP:Iteration 3Q (64725.340000 sec): 3 clusters
  Score: Raw -37997507.970344 + Penalty 4134.779711 = -37993373.190632
  nChanged 15384
		SP:Iteration 4Q (64727.070000 sec): 3 clusters
  Score: Raw -38003863.805442 + Penalty 4134.779711 = -37999729.025730
  nChanged 17157
		SP:Iteration 5F (64728.690000 sec): 3 clusters
  Score: Raw -38011766.254746 + Penalty 4134.779711 = -38007631.475035
  nChanged 18957
		SP:Iteration 6F (64730.240000 sec): 3 clusters
  Score: Raw -38022042.122872 + Penalty 4134.779711 = -38017907.343161
  nChanged 21506
		SP:Iteration 7F (64732.030000 sec): 3 clusters
  Score: Raw -38036070.957329 + Penalty 4134.779711 = -38031936.177617
  nChanged 23894
		SP:Iteration 8F (64734.040000 sec): 3 clusters
  Score: Raw -38054552.875324 + Penalty 4134.779711 = -38050418.095613
  nChanged 23935
		SP:Iteration 9F (64735.720000 sec): 3 clusters
  Score: Raw -38075484.879396 + Penalty 4134.779711 = -38071350.099684
  nChanged 19452
		SP:Iteration 10F (64737.320000 sec): 3 clusters
  Score: Raw -38093229.844743 + Penalty 4134.779711 = -38089095.065032
  nChanged 12264
		SP:Iteration 11Q (64739.100000 sec): 3 clusters
  Score: Raw -38104240.662449 + Penalty 4134.779711 = -38100105.882738
  nChanged 6319
		SP:Iteration 12Q (64740.620000 sec): 3 clusters
  Score: Raw -38109621.096265 + Penalty 4134.779711 = -38105486.316554
  nChanged 2766
		SP:Iteration 13Q (64742.080000 sec): 3 clusters
  Score: Raw -38111808.271757 + Penalty 4134.779711 = -38107673.492045
  nChanged 1261
		SP:Iteration 14Q (64743.590000 sec): 3 clusters
  Score: Raw -38112745.297922 + Penalty 4134.779711 = -38108610.518211
  nChanged 649
		SP:Iteration 15Q (64745.090000 sec): 3 clusters
  Score: Raw -38113183.330855 + Penalty 4134.779711 = -38109048.551144
  nChanged 412
		SP:Iteration 16Q (64746.520000 sec): 3 clusters
  Score: Raw -38113378.865856 + Penalty 4134.779711 = -38109244.086145
  nChanged 261
		SP:Iteration 17Q (64748.090000 sec): 3 clusters
  Score: Raw -38113483.582943 + Penalty 4134.779711 = -38109348.803232
  nChanged 179
		SP:Iteration 18Q (64749.580000 sec): 3 clusters
  Score: Raw -38113551.764184 + Penalty 4134.779711 = -38109416.984473
  nChanged 121
		SP:Iteration 19Q (64751.020000 sec): 3 clusters
  Score: Raw -38113595.764371 + Penalty 4134.779711 = -38109460.984659
  nChanged 95
		SP:Iteration 20F (64752.730000 sec): 3 clusters
  Score: Raw -38113628.125232 + Penalty 4134.779711 = -38109493.345521
  nChanged 82
		SP:Iteration 21Q (64754.110000 sec): 3 clusters
  Score: Raw -38113656.508652 + Penalty 4134.779711 = -38109521.728941
  nChanged 61
		SP:Iteration 22Q (64755.500000 sec): 3 clusters
  Score: Raw -38113679.788051 + Penalty 4134.779711 = -38109545.008340
  nChanged 72
		SP:Iteration 23Q (64756.870000 sec): 3 clusters
  Score: Raw -38113703.376379 + Penalty 4134.779711 = -38109568.596667
  nChanged 68
		SP:Iteration 24Q (64758.220000 sec): 3 clusters
  Score: Raw -38113726.226857 + Penalty 4134.779711 = -38109591.447146
  nChanged 73
		SP:Iteration 25Q (64759.500000 sec): 3 clusters
  Score: Raw -38113753.523820 + Penalty 4134.779711 = -38109618.744109
  nChanged 85
		SP:Iteration 26Q (64760.920000 sec): 3 clusters
  Score: Raw -38113780.836811 + Penalty 4134.779711 = -38109646.057100
  nChanged 69
		SP:Iteration 27Q (64762.400000 sec): 3 clusters
  Score: Raw -38113803.798663 + Penalty 4134.779711 = -38109669.018952
  nChanged 63
		SP:Iteration 28Q (64763.950000 sec): 3 clusters
  Score: Raw -38113831.438809 + Penalty 4134.779711 = -38109696.659097
  nChanged 63
		SP:Iteration 29Q (64765.370000 sec): 3 clusters
  Score: Raw -38113852.061764 + Penalty 4134.779711 = -38109717.282053
  nChanged 56
		SP:Iteration 30Q (64766.880000 sec): 3 clusters
  Score: Raw -38113871.950966 + Penalty 4134.779711 = -38109737.171254
  nChanged 51
		SP:Iteration 31Q (64768.310000 sec): 3 clusters
  Score: Raw -38113887.801466 + Penalty 4134.779711 = -38109753.021755
  nChanged 35
		SP:Iteration 32Q (64769.960000 sec): 3 clusters
  Score: Raw -38113894.919086 + Penalty 4134.779711 = -38109760.139375
  nChanged 24
		SP:Iteration 33Q (64771.560000 sec): 3 clusters
  Score: Raw -38113900.414808 + Penalty 4134.779711 = -38109765.635097
  nChanged 22
		SP:Iteration 34Q (64773.020000 sec): 3 clusters
  Score: Raw -38113905.650637 + Penalty 4134.779711 = -38109770.870926
  nChanged 19
		SP:Iteration 35Q (64774.400000 sec): 3 clusters
  Score: Raw -38113909.526003 + Penalty 4134.779711 = -38109774.746292
  nChanged 18
		SP:Iteration 36Q (64775.750000 sec): 3 clusters
  Score: Raw -38113913.439093 + Penalty 4134.779711 = -38109778.659381
  nChanged 14
		SP:Iteration 37Q (64777.220000 sec): 3 clusters
  Score: Raw -38113916.237258 + Penalty 4134.779711 = -38109781.457547
  nChanged 11
		SP:Iteration 38Q (64778.690000 sec): 3 clusters
  Score: Raw -38113917.776133 + Penalty 4134.779711 = -38109782.996422
  nChanged 8
		SP:Iteration 39Q (64780.110000 sec): 3 clusters
  Score: Raw -38113919.119628 + Penalty 4134.779711 = -38109784.339917
  nChanged 3
		SP:Iteration 40F (64781.720000 sec): 3 clusters
  Score: Raw -38113919.449283 + Penalty 4134.779711 = -38109784.669572
  nChanged 3
		SP:Iteration 41Q (64783.140000 sec): 3 clusters
  Score: Raw -38113919.843991 + Penalty 4134.779711 = -38109785.064280
  nChanged 1
		SP:Iteration 42Q (64784.770000 sec): 3 clusters
  Score: Raw -38113919.949725 + Penalty 4134.779711 = -38109785.170013
  nChanged 0
		SP:Iteration 43F (64786.400000 sec): 3 clusters
  Score: Raw -38113919.949725 + Penalty 4134.779711 = -38109785.170013
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (75982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64786.940000 sec): 2 clusters
  Score: Raw -8424808.321243 + Penalty 1826.215909 = -8422982.105334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64787.500000 sec): 3 clusters
  Score: Raw -8375765.820902 + Penalty 3652.431818 = -8372113.389084
  nChanged 36128
		SP:Iteration 1F (64788.050000 sec): 3 clusters
  Score: Raw -8396883.545360 + Penalty 3652.431818 = -8393231.113542
  nChanged 3463
		SP:Iteration 2Q (64788.700000 sec): 3 clusters
  Score: Raw -8398232.089314 + Penalty 3652.431818 = -8394579.657495
  nChanged 4044
		SP:Iteration 3F (64789.280000 sec): 3 clusters
  Score: Raw -8400284.813193 + Penalty 3652.431818 = -8396632.381374
  nChanged 4988
		SP:Iteration 4F (64789.870000 sec): 3 clusters
  Score: Raw -8403482.498181 + Penalty 3652.431818 = -8399830.066363
  nChanged 5880
		SP:Iteration 5F (64790.490000 sec): 3 clusters
  Score: Raw -8408028.608655 + Penalty 3652.431818 = -8404376.176837
  nChanged 5987
		SP:Iteration 6F (64791.110000 sec): 3 clusters
  Score: Raw -8412943.467893 + Penalty 3652.431818 = -8409291.036075
  nChanged 5082
		SP:Iteration 7F (64791.710000 sec): 3 clusters
  Score: Raw -8416897.767288 + Penalty 3652.431818 = -8413245.335470
  nChanged 3672
		SP:Iteration 8Q (64792.290000 sec): 3 clusters
  Score: Raw -8419215.713566 + Penalty 3652.431818 = -8415563.281748
  nChanged 2427
		SP:Iteration 9Q (64792.860000 sec): 3 clusters
  Score: Raw -8420428.777677 + Penalty 3652.431818 = -8416776.345858
  nChanged 1579
		SP:Iteration 10Q (64793.400000 sec): 3 clusters
  Score: Raw -8421091.534739 + Penalty 3652.431818 = -8417439.102920
  nChanged 1142
		SP:Iteration 11Q (64793.990000 sec): 3 clusters
  Score: Raw -8421486.359033 + Penalty 3652.431818 = -8417833.927215
  nChanged 898
		SP:Iteration 12Q (64794.590000 sec): 3 clusters
  Score: Raw -8421777.595802 + Penalty 3652.431818 = -8418125.163984
  nChanged 782
		SP:Iteration 13Q (64795.170000 sec): 3 clusters
  Score: Raw -8422012.056593 + Penalty 3652.431818 = -8418359.624775
  nChanged 708
		SP:Iteration 14Q (64795.840000 sec): 3 clusters
  Score: Raw -8422213.935795 + Penalty 3652.431818 = -8418561.503976
  nChanged 641
		SP:Iteration 15Q (64796.490000 sec): 3 clusters
  Score: Raw -8422391.263085 + Penalty 3652.431818 = -8418738.831267
  nChanged 589
		SP:Iteration 16Q (64797.140000 sec): 3 clusters
  Score: Raw -8422547.336938 + Penalty 3652.431818 = -8418894.905119
  nChanged 544
		SP:Iteration 17Q (64797.750000 sec): 3 clusters
  Score: Raw -8422682.593008 + Penalty 3652.431818 = -8419030.161189
  nChanged 503
		SP:Iteration 18Q (64798.320000 sec): 3 clusters
  Score: Raw -8422800.482630 + Penalty 3652.431818 = -8419148.050812
  nChanged 492
		SP:Iteration 19Q (64798.910000 sec): 3 clusters
  Score: Raw -8422906.758154 + Penalty 3652.431818 = -8419254.326336
  nChanged 477
		SP:Iteration 20F (64799.490000 sec): 3 clusters
  Score: Raw -8423012.287907 + Penalty 3652.431818 = -8419359.856089
  nChanged 442
		SP:Iteration 21Q (64800.040000 sec): 3 clusters
  Score: Raw -8423112.360638 + Penalty 3652.431818 = -8419459.928819
  nChanged 412
		SP:Iteration 22Q (64800.660000 sec): 3 clusters
  Score: Raw -8423196.226018 + Penalty 3652.431818 = -8419543.794200
  nChanged 384
		SP:Iteration 23Q (64801.210000 sec): 3 clusters
  Score: Raw -8423268.408877 + Penalty 3652.431818 = -8419615.977059
  nChanged 374
		SP:Iteration 24Q (64801.750000 sec): 3 clusters
  Score: Raw -8423333.754996 + Penalty 3652.431818 = -8419681.323177
  nChanged 337
		SP:Iteration 25Q (64802.250000 sec): 3 clusters
  Score: Raw -8423387.682620 + Penalty 3652.431818 = -8419735.250802
  nChanged 307
		SP:Iteration 26Q (64802.710000 sec): 3 clusters
  Score: Raw -8423436.049443 + Penalty 3652.431818 = -8419783.617625
  nChanged 305
		SP:Iteration 27Q (64803.220000 sec): 3 clusters
  Score: Raw -8423482.095250 + Penalty 3652.431818 = -8419829.663431
  nChanged 292
		SP:Iteration 28Q (64803.740000 sec): 3 clusters
  Score: Raw -8423525.516213 + Penalty 3652.431818 = -8419873.084394
  nChanged 276
		SP:Iteration 29Q (64804.230000 sec): 3 clusters
  Score: Raw -8423566.268600 + Penalty 3652.431818 = -8419913.836781
  nChanged 261
		SP:Iteration 30Q (64804.750000 sec): 3 clusters
  Score: Raw -8423601.479363 + Penalty 3652.431818 = -8419949.047545
  nChanged 245
		SP:Iteration 31Q (64805.280000 sec): 3 clusters
  Score: Raw -8423635.833677 + Penalty 3652.431818 = -8419983.401858
  nChanged 256
		SP:Iteration 32Q (64805.860000 sec): 3 clusters
  Score: Raw -8423673.693912 + Penalty 3652.431818 = -8420021.262094
  nChanged 259
		SP:Iteration 33Q (64806.330000 sec): 3 clusters
  Score: Raw -8423714.138471 + Penalty 3652.431818 = -8420061.706653
  nChanged 253
		SP:Iteration 34Q (64806.800000 sec): 3 clusters
  Score: Raw -8423751.531907 + Penalty 3652.431818 = -8420099.100088
  nChanged 245
		SP:Iteration 35Q (64807.400000 sec): 3 clusters
  Score: Raw -8423789.205023 + Penalty 3652.431818 = -8420136.773205
  nChanged 261
		SP:Iteration 36Q (64807.930000 sec): 3 clusters
  Score: Raw -8423828.423789 + Penalty 3652.431818 = -8420175.991971
  nChanged 247
		SP:Iteration 37Q (64808.470000 sec): 3 clusters
  Score: Raw -8423863.288375 + Penalty 3652.431818 = -8420210.856557
  nChanged 251
		SP:Iteration 38Q (64809.070000 sec): 3 clusters
  Score: Raw -8423898.887084 + Penalty 3652.431818 = -8420246.455265
  nChanged 240
		SP:Iteration 39Q (64809.580000 sec): 3 clusters
  Score: Raw -8423932.348904 + Penalty 3652.431818 = -8420279.917086
  nChanged 218
		SP:Iteration 40F (64810.130000 sec): 3 clusters
  Score: Raw -8423963.338940 + Penalty 3652.431818 = -8420310.907122
  nChanged 202
		SP:Iteration 41Q (64810.700000 sec): 3 clusters
  Score: Raw -8423989.900741 + Penalty 3652.431818 = -8420337.468922
  nChanged 186
		SP:Iteration 42Q (64811.260000 sec): 3 clusters
  Score: Raw -8424014.163722 + Penalty 3652.431818 = -8420361.731903
  nChanged 192
		SP:Iteration 43Q (64811.880000 sec): 3 clusters
  Score: Raw -8424041.185235 + Penalty 3652.431818 = -8420388.753416
  nChanged 198
		SP:Iteration 44Q (64812.440000 sec): 3 clusters
  Score: Raw -8424069.864469 + Penalty 3652.431818 = -8420417.432650
  nChanged 189
		SP:Iteration 45Q (64813.030000 sec): 3 clusters
  Score: Raw -8424097.969982 + Penalty 3652.431818 = -8420445.538164
  nChanged 202
		SP:Iteration 46Q (64813.610000 sec): 3 clusters
  Score: Raw -8424131.388388 + Penalty 3652.431818 = -8420478.956569
  nChanged 194
		SP:Iteration 47Q (64814.140000 sec): 3 clusters
  Score: Raw -8424163.553169 + Penalty 3652.431818 = -8420511.121350
  nChanged 187
		SP:Iteration 48Q (64814.660000 sec): 3 clusters
  Score: Raw -8424194.986993 + Penalty 3652.431818 = -8420542.555175
  nChanged 180
		SP:Iteration 49Q (64815.180000 sec): 3 clusters
  Score: Raw -8424223.807479 + Penalty 3652.431818 = -8420571.375661
  nChanged 190
		SP:Iteration 50Q (64815.720000 sec): 3 clusters
  Score: Raw -8424258.831501 + Penalty 3652.431818 = -8420606.399683
  nChanged 201
		SP:Iteration 51Q (64816.250000 sec): 3 clusters
  Score: Raw -8424296.547761 + Penalty 3652.431818 = -8420644.115943
  nChanged 206
		SP:Iteration 52Q (64816.760000 sec): 3 clusters
  Score: Raw -8424341.157692 + Penalty 3652.431818 = -8420688.725874
  nChanged 217
		SP:Iteration 53Q (64817.290000 sec): 3 clusters
  Score: Raw -8424392.970087 + Penalty 3652.431818 = -8420740.538269
  nChanged 240
		SP:Iteration 54Q (64817.780000 sec): 3 clusters
  Score: Raw -8424451.261632 + Penalty 3652.431818 = -8420798.829814
  nChanged 209
		SP:Iteration 55Q (64818.340000 sec): 3 clusters
  Score: Raw -8424498.789440 + Penalty 3652.431818 = -8420846.357622
  nChanged 199
		SP:Iteration 56Q (64818.890000 sec): 3 clusters
  Score: Raw -8424541.560425 + Penalty 3652.431818 = -8420889.128606
  nChanged 167
		SP:Iteration 57Q (64819.400000 sec): 3 clusters
  Score: Raw -8424580.594119 + Penalty 3652.431818 = -8420928.162301
  nChanged 175
		SP:Iteration 58Q (64819.910000 sec): 3 clusters
  Score: Raw -8424619.332764 + Penalty 3652.431818 = -8420966.900946
  nChanged 183
		SP:Iteration 59Q (64820.480000 sec): 3 clusters
  Score: Raw -8424661.032612 + Penalty 3652.431818 = -8421008.600793
  nChanged 180
		SP:Iteration 60F (64821.040000 sec): 3 clusters
  Score: Raw -8424702.040685 + Penalty 3652.431818 = -8421049.608866
  nChanged 174
		SP:Iteration 61Q (64821.610000 sec): 3 clusters
  Score: Raw -8424743.084476 + Penalty 3652.431818 = -8421090.652658
  nChanged 161
		SP:Iteration 62Q (64822.200000 sec): 3 clusters
  Score: Raw -8424785.336477 + Penalty 3652.431818 = -8421132.904659
  nChanged 160
		SP:Iteration 63Q (64822.730000 sec): 3 clusters
  Score: Raw -8424830.910304 + Penalty 3652.431818 = -8421178.478485
  nChanged 176
		SP:Iteration 64Q (64823.220000 sec): 3 clusters
  Score: Raw -8424879.373039 + Penalty 3652.431818 = -8421226.941220
  nChanged 143
		SP:Iteration 65Q (64823.720000 sec): 3 clusters
  Score: Raw -8424923.872470 + Penalty 3652.431818 = -8421271.440651
  nChanged 129
		SP:Iteration 66Q (64824.260000 sec): 3 clusters
  Score: Raw -8424967.184097 + Penalty 3652.431818 = -8421314.752278
  nChanged 119
		SP:Iteration 67Q (64824.830000 sec): 3 clusters
  Score: Raw -8425001.984970 + Penalty 3652.431818 = -8421349.553151
  nChanged 105
		SP:Iteration 68Q (64825.410000 sec): 3 clusters
  Score: Raw -8425028.819777 + Penalty 3652.431818 = -8421376.387958
  nChanged 92
		SP:Iteration 69Q (64825.980000 sec): 3 clusters
  Score: Raw -8425051.467503 + Penalty 3652.431818 = -8421399.035685
  nChanged 96
		SP:Iteration 70Q (64826.490000 sec): 3 clusters
  Score: Raw -8425075.459940 + Penalty 3652.431818 = -8421423.028121
  nChanged 100
		SP:Iteration 71Q (64827.000000 sec): 3 clusters
  Score: Raw -8425100.074001 + Penalty 3652.431818 = -8421447.642183
  nChanged 89
		SP:Iteration 72Q (64827.520000 sec): 3 clusters
  Score: Raw -8425118.477013 + Penalty 3652.431818 = -8421466.045194
  nChanged 78
		SP:Iteration 73Q (64828.010000 sec): 3 clusters
  Score: Raw -8425134.541998 + Penalty 3652.431818 = -8421482.110179
  nChanged 76
		SP:Iteration 74Q (64828.550000 sec): 3 clusters
  Score: Raw -8425148.174731 + Penalty 3652.431818 = -8421495.742913
  nChanged 55
		SP:Iteration 75Q (64829.090000 sec): 3 clusters
  Score: Raw -8425158.374959 + Penalty 3652.431818 = -8421505.943140
  nChanged 56
		SP:Iteration 76Q (64829.590000 sec): 3 clusters
  Score: Raw -8425168.517856 + Penalty 3652.431818 = -8421516.086038
  nChanged 43
		SP:Iteration 77Q (64830.150000 sec): 3 clusters
  Score: Raw -8425176.758740 + Penalty 3652.431818 = -8421524.326921
  nChanged 40
		SP:Iteration 78Q (64830.710000 sec): 3 clusters
  Score: Raw -8425183.168636 + Penalty 3652.431818 = -8421530.736817
  nChanged 41
		SP:Iteration 79Q (64831.300000 sec): 3 clusters
  Score: Raw -8425191.939757 + Penalty 3652.431818 = -8421539.507939
  nChanged 47
		SP:Iteration 80F (64831.930000 sec): 3 clusters
  Score: Raw -8425201.154270 + Penalty 3652.431818 = -8421548.722451
  nChanged 41
		SP:Iteration 81Q (64832.440000 sec): 3 clusters
  Score: Raw -8425209.450963 + Penalty 3652.431818 = -8421557.019145
  nChanged 35
		SP:Iteration 82Q (64832.980000 sec): 3 clusters
  Score: Raw -8425216.665563 + Penalty 3652.431818 = -8421564.233744
  nChanged 35
		SP:Iteration 83Q (64833.510000 sec): 3 clusters
  Score: Raw -8425222.538169 + Penalty 3652.431818 = -8421570.106350
  nChanged 29
		SP:Iteration 84Q (64834.060000 sec): 3 clusters
  Score: Raw -8425228.036184 + Penalty 3652.431818 = -8421575.604365
  nChanged 33
		SP:Iteration 85Q (64834.570000 sec): 3 clusters
  Score: Raw -8425233.698071 + Penalty 3652.431818 = -8421581.266253
  nChanged 33
		SP:Iteration 86Q (64835.160000 sec): 3 clusters
  Score: Raw -8425240.119340 + Penalty 3652.431818 = -8421587.687521
  nChanged 32
		SP:Iteration 87Q (64835.670000 sec): 3 clusters
  Score: Raw -8425246.593596 + Penalty 3652.431818 = -8421594.161778
  nChanged 30
		SP:Iteration 88Q (64836.160000 sec): 3 clusters
  Score: Raw -8425252.284139 + Penalty 3652.431818 = -8421599.852320
  nChanged 37
		SP:Iteration 89Q (64836.690000 sec): 3 clusters
  Score: Raw -8425259.775793 + Penalty 3652.431818 = -8421607.343975
  nChanged 35
		SP:Iteration 90Q (64837.210000 sec): 3 clusters
  Score: Raw -8425267.613209 + Penalty 3652.431818 = -8421615.181391
  nChanged 45
		SP:Iteration 91Q (64837.710000 sec): 3 clusters
  Score: Raw -8425277.229664 + Penalty 3652.431818 = -8421624.797846
  nChanged 45
		SP:Iteration 92Q (64838.190000 sec): 3 clusters
  Score: Raw -8425287.159473 + Penalty 3652.431818 = -8421634.727654
  nChanged 36
		SP:Iteration 93Q (64838.760000 sec): 3 clusters
  Score: Raw -8425294.270496 + Penalty 3652.431818 = -8421641.838678
  nChanged 35
		SP:Iteration 94Q (64839.300000 sec): 3 clusters
  Score: Raw -8425299.719241 + Penalty 3652.431818 = -8421647.287422
  nChanged 36
		SP:Iteration 95Q (64839.780000 sec): 3 clusters
  Score: Raw -8425305.924175 + Penalty 3652.431818 = -8421653.492357
  nChanged 25
		SP:Iteration 96Q (64840.300000 sec): 3 clusters
  Score: Raw -8425310.256112 + Penalty 3652.431818 = -8421657.824293
  nChanged 28
		SP:Iteration 97Q (64840.810000 sec): 3 clusters
  Score: Raw -8425316.599108 + Penalty 3652.431818 = -8421664.167290
  nChanged 25
		SP:Iteration 98Q (64841.310000 sec): 3 clusters
  Score: Raw -8425322.052757 + Penalty 3652.431818 = -8421669.620938
  nChanged 19
		SP:Iteration 99Q (64841.780000 sec): 3 clusters
  Score: Raw -8425324.950759 + Penalty 3652.431818 = -8421672.518941
  nChanged 18
		SP:Iteration 100F (64842.330000 sec): 3 clusters
  Score: Raw -8425327.875648 + Penalty 3652.431818 = -8421675.443829
  nChanged 21
		SP:Iteration 101Q (64842.860000 sec): 3 clusters
  Score: Raw -8425331.179410 + Penalty 3652.431818 = -8421678.747592
  nChanged 18
		SP:Iteration 102Q (64843.420000 sec): 3 clusters
  Score: Raw -8425334.292737 + Penalty 3652.431818 = -8421681.860918
  nChanged 19
		SP:Iteration 103Q (64843.930000 sec): 3 clusters
  Score: Raw -8425338.145223 + Penalty 3652.431818 = -8421685.713404
  nChanged 15
		SP:Iteration 104Q (64844.440000 sec): 3 clusters
  Score: Raw -8425341.006030 + Penalty 3652.431818 = -8421688.574212
  nChanged 21
		SP:Iteration 105Q (64844.900000 sec): 3 clusters
  Score: Raw -8425345.270637 + Penalty 3652.431818 = -8421692.838819
  nChanged 21
		SP:Iteration 106Q (64845.340000 sec): 3 clusters
  Score: Raw -8425348.771127 + Penalty 3652.431818 = -8421696.339308
  nChanged 18
		SP:Iteration 107Q (64845.770000 sec): 3 clusters
  Score: Raw -8425353.430837 + Penalty 3652.431818 = -8421700.999018
  nChanged 29
		SP:Iteration 108Q (64846.310000 sec): 3 clusters
  Score: Raw -8425359.598386 + Penalty 3652.431818 = -8421707.166568
  nChanged 30
		SP:Iteration 109Q (64846.770000 sec): 3 clusters
  Score: Raw -8425366.205330 + Penalty 3652.431818 = -8421713.773512
  nChanged 23
		SP:Iteration 110Q (64847.220000 sec): 3 clusters
  Score: Raw -8425372.111323 + Penalty 3652.431818 = -8421719.679505
  nChanged 26
		SP:Iteration 111Q (64847.670000 sec): 3 clusters
  Score: Raw -8425378.209136 + Penalty 3652.431818 = -8421725.777318
  nChanged 25
		SP:Iteration 112Q (64848.120000 sec): 3 clusters
  Score: Raw -8425383.642196 + Penalty 3652.431818 = -8421731.210377
  nChanged 19
		SP:Iteration 113Q (64848.650000 sec): 3 clusters
  Score: Raw -8425387.982379 + Penalty 3652.431818 = -8421735.550561
  nChanged 22
		SP:Iteration 114Q (64849.120000 sec): 3 clusters
  Score: Raw -8425392.384682 + Penalty 3652.431818 = -8421739.952863
  nChanged 22
		SP:Iteration 115Q (64849.580000 sec): 3 clusters
  Score: Raw -8425397.415435 + Penalty 3652.431818 = -8421744.983617
  nChanged 20
		SP:Iteration 116Q (64850.050000 sec): 3 clusters
  Score: Raw -8425401.655189 + Penalty 3652.431818 = -8421749.223371
  nChanged 17
		SP:Iteration 117Q (64850.550000 sec): 3 clusters
  Score: Raw -8425405.306367 + Penalty 3652.431818 = -8421752.874549
  nChanged 15
		SP:Iteration 118Q (64850.990000 sec): 3 clusters
  Score: Raw -8425409.313645 + Penalty 3652.431818 = -8421756.881826
  nChanged 14
		SP:Iteration 119Q (64851.440000 sec): 3 clusters
  Score: Raw -8425412.479793 + Penalty 3652.431818 = -8421760.047975
  nChanged 13
		SP:Iteration 120F (64851.890000 sec): 3 clusters
  Score: Raw -8425415.773248 + Penalty 3652.431818 = -8421763.341430
  nChanged 10
		SP:Iteration 121Q (64852.270000 sec): 3 clusters
  Score: Raw -8425417.516023 + Penalty 3652.431818 = -8421765.084204
  nChanged 7
		SP:Iteration 122Q (64852.670000 sec): 3 clusters
  Score: Raw -8425419.174888 + Penalty 3652.431818 = -8421766.743070
  nChanged 7
		SP:Iteration 123Q (64853.070000 sec): 3 clusters
  Score: Raw -8425420.887741 + Penalty 3652.431818 = -8421768.455923
  nChanged 5
		SP:Iteration 124Q (64853.490000 sec): 3 clusters
  Score: Raw -8425421.672909 + Penalty 3652.431818 = -8421769.241091
  nChanged 1
		SP:Iteration 125Q (64853.890000 sec): 3 clusters
  Score: Raw -8425421.921669 + Penalty 3652.431818 = -8421769.489851
  nChanged 2
		SP:Iteration 126Q (64854.290000 sec): 3 clusters
  Score: Raw -8425422.347919 + Penalty 3652.431818 = -8421769.916101
  nChanged 2
		SP:Iteration 127Q (64854.710000 sec): 3 clusters
  Score: Raw -8425422.833632 + Penalty 3652.431818 = -8421770.401813
  nChanged 1
		SP:Iteration 128Q (64855.260000 sec): 3 clusters
  Score: Raw -8425423.027969 + Penalty 3652.431818 = -8421770.596151
  nChanged 1
		SP:Iteration 129Q (64855.760000 sec): 3 clusters
  Score: Raw -8425423.145439 + Penalty 3652.431818 = -8421770.713620
  nChanged 0
		SP:Iteration 130F (64856.300000 sec): 3 clusters
  Score: Raw -8425423.145439 + Penalty 3652.431818 = -8421770.713620
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64856.400000 sec): 2 clusters
  Score: Raw -52217.051639 + Penalty 994.905082 = -51222.146557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64856.620000 sec): 3 clusters
  Score: Raw -52175.437573 + Penalty 1989.810163 = -50185.627410
  nChanged 105
		SP:Iteration 1F (64856.770000 sec): 3 clusters
  Score: Raw -52323.881918 + Penalty 1989.810163 = -50334.071755
  nChanged 24
		SP:Iteration 2F (64856.980000 sec): 3 clusters
  Score: Raw -52365.507590 + Penalty 1989.810163 = -50375.697427
  nChanged 6
		SP:Iteration 3Q (64857.150000 sec): 3 clusters
  Score: Raw -52378.009543 + Penalty 1989.810163 = -50388.199380
  nChanged 4
		SP:Iteration 4Q (64857.340000 sec): 3 clusters
  Score: Raw -52383.957882 + Penalty 1989.810163 = -50394.147719
  nChanged 4
		SP:Iteration 5Q (64857.490000 sec): 3 clusters
  Score: Raw -52392.715578 + Penalty 1989.810163 = -50402.905415
  nChanged 2
		SP:Iteration 6Q (64857.620000 sec): 3 clusters
  Score: Raw -52396.562812 + Penalty 1989.810163 = -50406.752649
  nChanged 2
		SP:Iteration 7Q (64857.840000 sec): 3 clusters
  Score: Raw -52399.253376 + Penalty 1989.810163 = -50409.443213
  nChanged 3
		SP:Iteration 8Q (64858.040000 sec): 3 clusters
  Score: Raw -52403.234331 + Penalty 1989.810163 = -50413.424168
  nChanged 0
		SP:Iteration 9F (64858.190000 sec): 3 clusters
  Score: Raw -52403.234331 + Penalty 1989.810163 = -50413.424168
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64858.270000 sec): 2 clusters
  Score: Raw -26347.669220 + Penalty 906.706097 = -25440.963123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64858.480000 sec): 3 clusters
  Score: Raw -26422.763093 + Penalty 1813.412193 = -24609.350899
  nChanged 39
		SP:Iteration 1F (64858.620000 sec): 3 clusters
  Score: Raw -26539.154972 + Penalty 1813.412193 = -24725.742779
  nChanged 13
		SP:Iteration 2Q (64858.780000 sec): 3 clusters
  Score: Raw -26589.096985 + Penalty 1813.412193 = -24775.684791
  nChanged 7
		SP:Iteration 3Q (64859.000000 sec): 3 clusters
  Score: Raw -26619.144985 + Penalty 1813.412193 = -24805.732792
  nChanged 3
		SP:Iteration 4Q (64859.150000 sec): 3 clusters
  Score: Raw -26629.307666 + Penalty 1813.412193 = -24815.895472
  nChanged 2
		SP:Iteration 5Q (64859.310000 sec): 3 clusters
  Score: Raw -26639.597742 + Penalty 1813.412193 = -24826.185549
  nChanged 1
		SP:Iteration 6Q (64859.530000 sec): 3 clusters
  Score: Raw -26647.141611 + Penalty 1813.412193 = -24833.729417
  nChanged 1
		SP:Iteration 7Q (64859.700000 sec): 3 clusters
  Score: Raw -26661.567702 + Penalty 1813.412193 = -24848.155508
  nChanged 2
		SP:Iteration 8Q (64859.870000 sec): 3 clusters
  Score: Raw -26671.830120 + Penalty 1813.412193 = -24858.417926
  nChanged 1
		SP:Iteration 9Q (64860.060000 sec): 3 clusters
  Score: Raw -26674.874827 + Penalty 1813.412193 = -24861.462634
  nChanged 1
		SP:Iteration 10Q (64860.300000 sec): 3 clusters
  Score: Raw -26682.171630 + Penalty 1813.412193 = -24868.759437
  nChanged 1
		SP:Iteration 11Q (64860.430000 sec): 3 clusters
  Score: Raw -26683.153888 + Penalty 1813.412193 = -24869.741694
  nChanged 0
		SP:Iteration 12F (64860.620000 sec): 3 clusters
  Score: Raw -26683.153888 + Penalty 1813.412193 = -24869.741694
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64860.720000 sec): 2 clusters
  Score: Raw -12227.173050 + Penalty 825.728209 = -11401.444841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64860.880000 sec): 3 clusters
  Score: Raw -12366.456177 + Penalty 1651.456419 = -10714.999759
  nChanged 27
		SP:Iteration 1F (64861.050000 sec): 3 clusters
  Score: Raw -12458.496392 + Penalty 1651.456419 = -10807.039973
  nChanged 9
		SP:Iteration 2F (64861.220000 sec): 3 clusters
  Score: Raw -12483.128765 + Penalty 1651.456419 = -10831.672346
  nChanged 1
		SP:Iteration 3Q (64861.400000 sec): 3 clusters
  Score: Raw -12483.955539 + Penalty 1651.456419 = -10832.499120
  nChanged 2
		SP:Iteration 4Q (64861.580000 sec): 3 clusters
  Score: Raw -12495.437246 + Penalty 1651.456419 = -10843.980827
  nChanged 2
		SP:Iteration 5Q (64861.760000 sec): 3 clusters
  Score: Raw -12499.879163 + Penalty 1651.456419 = -10848.422745
  nChanged 0
		SP:Iteration 6F (64861.930000 sec): 3 clusters
  Score: Raw -12499.879163 + Penalty 1651.456419 = -10848.422745
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64862.040000 sec): 2 clusters
  Score: Raw -61340.909922 + Penalty 1022.078780 = -60318.831141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64862.200000 sec): 3 clusters
  Score: Raw -61253.084047 + Penalty 2044.157561 = -59208.926487
  nChanged 135
		SP:Iteration 1F (64862.390000 sec): 3 clusters
  Score: Raw -61445.544966 + Penalty 2044.157561 = -59401.387405
  nChanged 40
		SP:Iteration 2F (64862.620000 sec): 3 clusters
  Score: Raw -61539.513640 + Penalty 2044.157561 = -59495.356079
  nChanged 35
		SP:Iteration 3F (64862.800000 sec): 3 clusters
  Score: Raw -61669.976091 + Penalty 2044.157561 = -59625.818530
  nChanged 26
		SP:Iteration 4Q (64862.970000 sec): 3 clusters
  Score: Raw -61735.404287 + Penalty 2044.157561 = -59691.246726
  nChanged 14
		SP:Iteration 5Q (64863.140000 sec): 3 clusters
  Score: Raw -61767.996549 + Penalty 2044.157561 = -59723.838989
  nChanged 14
		SP:Iteration 6Q (64863.320000 sec): 3 clusters
  Score: Raw -61790.633331 + Penalty 2044.157561 = -59746.475771
  nChanged 10
		SP:Iteration 7Q (64863.500000 sec): 3 clusters
  Score: Raw -61814.466578 + Penalty 2044.157561 = -59770.309017
  nChanged 7
		SP:Iteration 8Q (64863.680000 sec): 3 clusters
  Score: Raw -61829.121707 + Penalty 2044.157561 = -59784.964146
  nChanged 4
		SP:Iteration 9Q (64863.870000 sec): 3 clusters
  Score: Raw -61835.664491 + Penalty 2044.157561 = -59791.506930
  nChanged 4
		SP:Iteration 10Q (64864.040000 sec): 3 clusters
  Score: Raw -61842.496159 + Penalty 2044.157561 = -59798.338599
  nChanged 2
		SP:Iteration 11Q (64864.260000 sec): 3 clusters
  Score: Raw -61844.669060 + Penalty 2044.157561 = -59800.511499
  nChanged 2
		SP:Iteration 12Q (64864.450000 sec): 3 clusters
  Score: Raw -61850.691390 + Penalty 2044.157561 = -59806.533829
  nChanged 3
		SP:Iteration 13Q (64864.620000 sec): 3 clusters
  Score: Raw -61857.597881 + Penalty 2044.157561 = -59813.440321
  nChanged 4
		SP:Iteration 14Q (64864.780000 sec): 3 clusters
  Score: Raw -61865.079889 + Penalty 2044.157561 = -59820.922329
  nChanged 5
		SP:Iteration 15Q (64864.950000 sec): 3 clusters
  Score: Raw -61882.731357 + Penalty 2044.157561 = -59838.573797
  nChanged 6
		SP:Iteration 16Q (64865.140000 sec): 3 clusters
  Score: Raw -61895.060913 + Penalty 2044.157561 = -59850.903352
  nChanged 1
		SP:Iteration 17Q (64865.320000 sec): 3 clusters
  Score: Raw -61897.003998 + Penalty 2044.157561 = -59852.846438
  nChanged 1
		SP:Iteration 18Q (64865.500000 sec): 3 clusters
  Score: Raw -61898.799331 + Penalty 2044.157561 = -59854.641770
  nChanged 0
		SP:Iteration 19F (64865.740000 sec): 3 clusters
  Score: Raw -61898.799331 + Penalty 2044.157561 = -59854.641770
  nChanged 0
Deleting Class 60 (250 points): Lose 1724.053166 but Gain 2316.516361
Iteration 219Q (64947.080000 sec): 60 clusters
  Score: Raw -169111264.934953 + Penalty 136674.465309 = -168974590.469644
  nChanged 790
Iteration 220F (65101.230000 sec): 60 clusters
  Score: Raw -169112162.116743 + Penalty 136674.465309 = -168975487.651434
  nChanged 540
Iteration 221Q (65193.580000 sec): 60 clusters
  Score: Raw -169112241.638771 + Penalty 136674.465309 = -168975567.173462
  nChanged 493
Iteration 222Q (65290.450000 sec): 60 clusters
  Score: Raw -169112298.992893 + Penalty 136674.465309 = -168975624.527584
  nChanged 458
Iteration 223Q (65387.940000 sec): 60 clusters
  Score: Raw -169112323.568080 + Penalty 136674.465309 = -168975649.102771
  nChanged 484
Iteration 224Q (65487.600000 sec): 60 clusters
  Score: Raw -169112344.963491 + Penalty 136674.465309 = -168975670.498182
  nChanged 465
Iteration 225Q (65590.000000 sec): 60 clusters
  Score: Raw -169112359.011667 + Penalty 136674.465309 = -168975684.546358
  nChanged 443
Iteration 226Q (65689.010000 sec): 60 clusters
  Score: Raw -169112370.579530 + Penalty 136674.465309 = -168975696.114222
  nChanged 475
Iteration 227Q (65785.300000 sec): 60 clusters
  Score: Raw -169112381.279449 + Penalty 136674.465309 = -168975706.814140
  nChanged 473
Iteration 228Q (65871.880000 sec): 60 clusters
  Score: Raw -169112392.075689 + Penalty 136674.465309 = -168975717.610380
  nChanged 478
Iteration 229Q (65963.350000 sec): 60 clusters
  Score: Raw -169112403.958988 + Penalty 136674.465309 = -168975729.493679
  nChanged 480
Iteration 230Q (66051.070000 sec): 60 clusters
  Score: Raw -169112415.333392 + Penalty 136674.465309 = -168975740.868083
  nChanged 490
Iteration 231Q (66140.490000 sec): 60 clusters
  Score: Raw -169112427.438399 + Penalty 136674.465309 = -168975752.973090
  nChanged 515
Iteration 232Q (66231.480000 sec): 60 clusters
  Score: Raw -169112441.938160 + Penalty 136674.465309 = -168975767.472851
  nChanged 525
Iteration 233Q (66319.520000 sec): 60 clusters
  Score: Raw -169112456.300139 + Penalty 136674.465309 = -168975781.834830
  nChanged 502
Iteration 234Q (66411.250000 sec): 60 clusters
  Score: Raw -169112468.683226 + Penalty 136674.465309 = -168975794.217918
  nChanged 507
Iteration 235Q (66505.610000 sec): 60 clusters
  Score: Raw -169112482.134133 + Penalty 136674.465309 = -168975807.668825
  nChanged 516
Iteration 236Q (66592.270000 sec): 60 clusters
  Score: Raw -169112496.851950 + Penalty 136674.465309 = -168975822.386641
  nChanged 542
Iteration 237Q (66676.860000 sec): 60 clusters
  Score: Raw -169112510.157045 + Penalty 136674.465309 = -168975835.691736
  nChanged 503
Iteration 238Q (66756.280000 sec): 60 clusters
  Score: Raw -169112522.266327 + Penalty 136674.465309 = -168975847.801018
  nChanged 476
Iteration 239Q (66836.600000 sec): 60 clusters
  Score: Raw -169112534.678465 + Penalty 136674.465309 = -168975860.213156
  nChanged 494
Iteration 240F (66996.220000 sec): 60 clusters
  Score: Raw -169112548.577430 + Penalty 136674.465309 = -168975874.112121
  nChanged 539
Iteration 241Q (67092.920000 sec): 60 clusters
  Score: Raw -169112565.670508 + Penalty 136674.465309 = -168975891.205199
  nChanged 585
Iteration 242Q (67187.690000 sec): 60 clusters
  Score: Raw -169112585.893880 + Penalty 136674.465309 = -168975911.428572
  nChanged 608
Iteration 243Q (67275.110000 sec): 60 clusters
  Score: Raw -169112605.821528 + Penalty 136674.465309 = -168975931.356219
  nChanged 643
Iteration 244Q (67378.290000 sec): 60 clusters
  Score: Raw -169112628.108610 + Penalty 136674.465309 = -168975953.643302
  nChanged 657
Iteration 245Q (67478.410000 sec): 60 clusters
  Score: Raw -169112653.537418 + Penalty 136674.465309 = -168975979.072109
  nChanged 692
Iteration 246Q (67558.480000 sec): 60 clusters
  Score: Raw -169112679.776052 + Penalty 136674.465309 = -168976005.310744
  nChanged 725
Iteration 247Q (67635.780000 sec): 60 clusters
  Score: Raw -169112708.787268 + Penalty 136674.465309 = -168976034.321959
  nChanged 759
Iteration 248Q (67714.240000 sec): 60 clusters
  Score: Raw -169112738.758410 + Penalty 136674.465309 = -168976064.293101
  nChanged 747
Iteration 249Q (67800.710000 sec): 60 clusters
  Score: Raw -169112769.517846 + Penalty 136674.465309 = -168976095.052537
  nChanged 760
Iteration 250Q (67888.680000 sec): 60 clusters
  Score: Raw -169112806.991901 + Penalty 136674.465309 = -168976132.526592
  nChanged 825
Iteration 251Q (67979.920000 sec): 60 clusters
  Score: Raw -169112850.577204 + Penalty 136674.465309 = -168976176.111895
  nChanged 898
Iteration 252Q (68070.640000 sec): 60 clusters
  Score: Raw -169112899.647279 + Penalty 136674.465309 = -168976225.181970
  nChanged 918
Iteration 253Q (68160.450000 sec): 60 clusters
  Score: Raw -169112947.244468 + Penalty 136674.465309 = -168976272.779159
  nChanged 977
Iteration 254Q (68248.480000 sec): 60 clusters
  Score: Raw -169112998.688322 + Penalty 136674.465309 = -168976324.223013
  nChanged 1004
Iteration 255Q (68337.980000 sec): 60 clusters
  Score: Raw -169113049.700145 + Penalty 136674.465309 = -168976375.234836
  nChanged 979
Iteration 256Q (68428.570000 sec): 60 clusters
  Score: Raw -169113098.004824 + Penalty 136674.465309 = -168976423.539515
  nChanged 969
Iteration 257Q (68515.320000 sec): 60 clusters
  Score: Raw -169113145.907288 + Penalty 136674.465309 = -168976471.441979
  nChanged 991
Iteration 258Q (68599.240000 sec): 60 clusters
  Score: Raw -169113199.864257 + Penalty 136674.465309 = -168976525.398948
  nChanged 1011
Writing temp clu file 
Because OldScore, -168976471.441979, is greater than current (better) Score,-168976525.398948 
 Compute initial score before splitting:   Score: Raw -169113199.864257 + Penalty 136674.465309 = -168976525.398948
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (19087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68599.810000 sec): 2 clusters
  Score: Raw -2231577.303398 + Penalty 1601.723948 = -2229975.579450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68600.080000 sec): 3 clusters
  Score: Raw -2220115.388933 + Penalty 3203.447895 = -2216911.941038
  nChanged 8627
		SP:Iteration 1F (68600.320000 sec): 3 clusters
  Score: Raw -2224943.925511 + Penalty 3203.447895 = -2221740.477616
  nChanged 1065
		SP:Iteration 2F (68600.660000 sec): 3 clusters
  Score: Raw -2225448.904627 + Penalty 3203.447895 = -2222245.456732
  nChanged 1119
		SP:Iteration 3F (68600.930000 sec): 3 clusters
  Score: Raw -2226064.571432 + Penalty 3203.447895 = -2222861.123537
  nChanged 1210
		SP:Iteration 4F (68601.190000 sec): 3 clusters
  Score: Raw -2226833.753462 + Penalty 3203.447895 = -2223630.305567
  nChanged 1307
		SP:Iteration 5F (68601.500000 sec): 3 clusters
  Score: Raw -2227746.446928 + Penalty 3203.447895 = -2224542.999033
  nChanged 1280
		SP:Iteration 6F (68601.780000 sec): 3 clusters
  Score: Raw -2228580.542481 + Penalty 3203.447895 = -2225377.094586
  nChanged 1061
		SP:Iteration 7F (68602.090000 sec): 3 clusters
  Score: Raw -2229165.516943 + Penalty 3203.447895 = -2225962.069048
  nChanged 817
		SP:Iteration 8Q (68602.370000 sec): 3 clusters
  Score: Raw -2229552.112630 + Penalty 3203.447895 = -2226348.664735
  nChanged 661
		SP:Iteration 9Q (68602.620000 sec): 3 clusters
  Score: Raw -2229873.403363 + Penalty 3203.447895 = -2226669.955467
  nChanged 609
		SP:Iteration 10Q (68602.870000 sec): 3 clusters
  Score: Raw -2230184.081220 + Penalty 3203.447895 = -2226980.633325
  nChanged 537
		SP:Iteration 11Q (68603.140000 sec): 3 clusters
  Score: Raw -2230451.709828 + Penalty 3203.447895 = -2227248.261933
  nChanged 478
		SP:Iteration 12Q (68603.390000 sec): 3 clusters
  Score: Raw -2230672.735254 + Penalty 3203.447895 = -2227469.287359
  nChanged 417
		SP:Iteration 13Q (68603.630000 sec): 3 clusters
  Score: Raw -2230853.580772 + Penalty 3203.447895 = -2227650.132877
  nChanged 333
		SP:Iteration 14Q (68603.930000 sec): 3 clusters
  Score: Raw -2230969.330627 + Penalty 3203.447895 = -2227765.882732
  nChanged 280
		SP:Iteration 15Q (68604.170000 sec): 3 clusters
  Score: Raw -2231053.081224 + Penalty 3203.447895 = -2227849.633329
  nChanged 181
		SP:Iteration 16Q (68604.440000 sec): 3 clusters
  Score: Raw -2231098.116988 + Penalty 3203.447895 = -2227894.669093
  nChanged 160
		SP:Iteration 17Q (68604.670000 sec): 3 clusters
  Score: Raw -2231135.182372 + Penalty 3203.447895 = -2227931.734477
  nChanged 118
		SP:Iteration 18Q (68604.940000 sec): 3 clusters
  Score: Raw -2231158.406336 + Penalty 3203.447895 = -2227954.958441
  nChanged 84
		SP:Iteration 19Q (68605.230000 sec): 3 clusters
  Score: Raw -2231175.370935 + Penalty 3203.447895 = -2227971.923040
  nChanged 83
		SP:Iteration 20F (68605.570000 sec): 3 clusters
  Score: Raw -2231191.281377 + Penalty 3203.447895 = -2227987.833482
  nChanged 79
		SP:Iteration 21Q (68605.870000 sec): 3 clusters
  Score: Raw -2231208.388224 + Penalty 3203.447895 = -2228004.940329
  nChanged 75
		SP:Iteration 22Q (68606.180000 sec): 3 clusters
  Score: Raw -2231221.525595 + Penalty 3203.447895 = -2228018.077700
  nChanged 64
		SP:Iteration 23Q (68606.420000 sec): 3 clusters
  Score: Raw -2231233.902826 + Penalty 3203.447895 = -2228030.454931
  nChanged 76
		SP:Iteration 24Q (68606.690000 sec): 3 clusters
  Score: Raw -2231250.146369 + Penalty 3203.447895 = -2228046.698474
  nChanged 81
		SP:Iteration 25Q (68606.950000 sec): 3 clusters
  Score: Raw -2231267.183312 + Penalty 3203.447895 = -2228063.735417
  nChanged 87
		SP:Iteration 26Q (68607.270000 sec): 3 clusters
  Score: Raw -2231284.516513 + Penalty 3203.447895 = -2228081.068618
  nChanged 76
		SP:Iteration 27Q (68607.560000 sec): 3 clusters
  Score: Raw -2231300.164895 + Penalty 3203.447895 = -2228096.717000
  nChanged 78
		SP:Iteration 28Q (68607.830000 sec): 3 clusters
  Score: Raw -2231316.207692 + Penalty 3203.447895 = -2228112.759797
  nChanged 79
		SP:Iteration 29Q (68608.110000 sec): 3 clusters
  Score: Raw -2231332.850328 + Penalty 3203.447895 = -2228129.402433
  nChanged 86
		SP:Iteration 30Q (68608.390000 sec): 3 clusters
  Score: Raw -2231351.859684 + Penalty 3203.447895 = -2228148.411789
  nChanged 87
		SP:Iteration 31Q (68608.630000 sec): 3 clusters
  Score: Raw -2231371.597969 + Penalty 3203.447895 = -2228168.150073
  nChanged 97
		SP:Iteration 32Q (68608.970000 sec): 3 clusters
  Score: Raw -2231394.567714 + Penalty 3203.447895 = -2228191.119819
  nChanged 97
		SP:Iteration 33Q (68609.250000 sec): 3 clusters
  Score: Raw -2231417.574272 + Penalty 3203.447895 = -2228214.126377
  nChanged 94
		SP:Iteration 34Q (68609.510000 sec): 3 clusters
  Score: Raw -2231442.198835 + Penalty 3203.447895 = -2228238.750940
  nChanged 113
		SP:Iteration 35Q (68609.860000 sec): 3 clusters
  Score: Raw -2231480.615037 + Penalty 3203.447895 = -2228277.167142
  nChanged 120
		SP:Iteration 36Q (68610.120000 sec): 3 clusters
  Score: Raw -2231527.341326 + Penalty 3203.447895 = -2228323.893431
  nChanged 118
		SP:Iteration 37Q (68610.370000 sec): 3 clusters
  Score: Raw -2231569.429243 + Penalty 3203.447895 = -2228365.981348
  nChanged 120
		SP:Iteration 38Q (68610.630000 sec): 3 clusters
  Score: Raw -2231613.545623 + Penalty 3203.447895 = -2228410.097728
  nChanged 116
		SP:Iteration 39Q (68610.910000 sec): 3 clusters
  Score: Raw -2231647.898811 + Penalty 3203.447895 = -2228444.450916
  nChanged 99
		SP:Iteration 40F (68611.170000 sec): 3 clusters
  Score: Raw -2231674.573266 + Penalty 3203.447895 = -2228471.125371
  nChanged 95
		SP:Iteration 41Q (68611.400000 sec): 3 clusters
  Score: Raw -2231698.273247 + Penalty 3203.447895 = -2228494.825352
  nChanged 68
		SP:Iteration 42Q (68611.640000 sec): 3 clusters
  Score: Raw -2231714.454497 + Penalty 3203.447895 = -2228511.006602
  nChanged 66
		SP:Iteration 43Q (68611.930000 sec): 3 clusters
  Score: Raw -2231731.212100 + Penalty 3203.447895 = -2228527.764205
  nChanged 63
		SP:Iteration 44Q (68612.170000 sec): 3 clusters
  Score: Raw -2231746.701142 + Penalty 3203.447895 = -2228543.253247
  nChanged 61
		SP:Iteration 45Q (68612.470000 sec): 3 clusters
  Score: Raw -2231762.192562 + Penalty 3203.447895 = -2228558.744667
  nChanged 53
		SP:Iteration 46Q (68612.720000 sec): 3 clusters
  Score: Raw -2231774.925781 + Penalty 3203.447895 = -2228571.477886
  nChanged 52
		SP:Iteration 47Q (68612.950000 sec): 3 clusters
  Score: Raw -2231787.151176 + Penalty 3203.447895 = -2228583.703281
  nChanged 41
		SP:Iteration 48Q (68613.220000 sec): 3 clusters
  Score: Raw -2231795.342035 + Penalty 3203.447895 = -2228591.894140
  nChanged 47
		SP:Iteration 49Q (68613.520000 sec): 3 clusters
  Score: Raw -2231807.621064 + Penalty 3203.447895 = -2228604.173169
  nChanged 43
		SP:Iteration 50Q (68613.820000 sec): 3 clusters
  Score: Raw -2231816.637351 + Penalty 3203.447895 = -2228613.189456
  nChanged 34
		SP:Iteration 51Q (68614.070000 sec): 3 clusters
  Score: Raw -2231824.335313 + Penalty 3203.447895 = -2228620.887418
  nChanged 33
		SP:Iteration 52Q (68614.290000 sec): 3 clusters
  Score: Raw -2231830.180322 + Penalty 3203.447895 = -2228626.732427
  nChanged 26
		SP:Iteration 53Q (68614.530000 sec): 3 clusters
  Score: Raw -2231835.262335 + Penalty 3203.447895 = -2228631.814440
  nChanged 28
		SP:Iteration 54Q (68614.810000 sec): 3 clusters
  Score: Raw -2231841.102331 + Penalty 3203.447895 = -2228637.654436
  nChanged 33
		SP:Iteration 55Q (68615.100000 sec): 3 clusters
  Score: Raw -2231848.785158 + Penalty 3203.447895 = -2228645.337263
  nChanged 41
		SP:Iteration 56Q (68615.400000 sec): 3 clusters
  Score: Raw -2231858.600502 + Penalty 3203.447895 = -2228655.152606
  nChanged 36
		SP:Iteration 57Q (68615.660000 sec): 3 clusters
  Score: Raw -2231866.477179 + Penalty 3203.447895 = -2228663.029284
  nChanged 36
		SP:Iteration 58Q (68615.930000 sec): 3 clusters
  Score: Raw -2231872.341544 + Penalty 3203.447895 = -2228668.893649
  nChanged 35
		SP:Iteration 59Q (68616.220000 sec): 3 clusters
  Score: Raw -2231880.780351 + Penalty 3203.447895 = -2228677.332456
  nChanged 34
		SP:Iteration 60F (68616.500000 sec): 3 clusters
  Score: Raw -2231887.113014 + Penalty 3203.447895 = -2228683.665119
  nChanged 29
		SP:Iteration 61Q (68616.790000 sec): 3 clusters
  Score: Raw -2231892.192972 + Penalty 3203.447895 = -2228688.745077
  nChanged 27
		SP:Iteration 62Q (68617.110000 sec): 3 clusters
  Score: Raw -2231896.869986 + Penalty 3203.447895 = -2228693.422091
  nChanged 21
		SP:Iteration 63Q (68617.340000 sec): 3 clusters
  Score: Raw -2231901.036822 + Penalty 3203.447895 = -2228697.588927
  nChanged 23
		SP:Iteration 64Q (68617.650000 sec): 3 clusters
  Score: Raw -2231905.968925 + Penalty 3203.447895 = -2228702.521030
  nChanged 23
		SP:Iteration 65Q (68617.930000 sec): 3 clusters
  Score: Raw -2231910.296078 + Penalty 3203.447895 = -2228706.848182
  nChanged 17
		SP:Iteration 66Q (68618.160000 sec): 3 clusters
  Score: Raw -2231912.867687 + Penalty 3203.447895 = -2228709.419792
  nChanged 12
		SP:Iteration 67Q (68618.520000 sec): 3 clusters
  Score: Raw -2231914.554116 + Penalty 3203.447895 = -2228711.106221
  nChanged 19
		SP:Iteration 68Q (68618.750000 sec): 3 clusters
  Score: Raw -2231917.049336 + Penalty 3203.447895 = -2228713.601440
  nChanged 14
		SP:Iteration 69Q (68619.050000 sec): 3 clusters
  Score: Raw -2231918.884549 + Penalty 3203.447895 = -2228715.436654
  nChanged 15
		SP:Iteration 70Q (68619.310000 sec): 3 clusters
  Score: Raw -2231921.270804 + Penalty 3203.447895 = -2228717.822909
  nChanged 10
		SP:Iteration 71Q (68619.570000 sec): 3 clusters
  Score: Raw -2231922.660830 + Penalty 3203.447895 = -2228719.212935
  nChanged 11
		SP:Iteration 72Q (68619.830000 sec): 3 clusters
  Score: Raw -2231924.315926 + Penalty 3203.447895 = -2228720.868031
  nChanged 11
		SP:Iteration 73Q (68620.090000 sec): 3 clusters
  Score: Raw -2231925.612894 + Penalty 3203.447895 = -2228722.164999
  nChanged 4
		SP:Iteration 74Q (68620.390000 sec): 3 clusters
  Score: Raw -2231926.420185 + Penalty 3203.447895 = -2228722.972290
  nChanged 6
		SP:Iteration 75Q (68620.680000 sec): 3 clusters
  Score: Raw -2231927.149137 + Penalty 3203.447895 = -2228723.701242
  nChanged 3
		SP:Iteration 76Q (68621.010000 sec): 3 clusters
  Score: Raw -2231927.452622 + Penalty 3203.447895 = -2228724.004727
  nChanged 2
		SP:Iteration 77Q (68621.290000 sec): 3 clusters
  Score: Raw -2231927.658300 + Penalty 3203.447895 = -2228724.210405
  nChanged 3
		SP:Iteration 78Q (68621.580000 sec): 3 clusters
  Score: Raw -2231928.082112 + Penalty 3203.447895 = -2228724.634217
  nChanged 3
		SP:Iteration 79Q (68621.880000 sec): 3 clusters
  Score: Raw -2231928.378486 + Penalty 3203.447895 = -2228724.930591
  nChanged 1
		SP:Iteration 80F (68622.140000 sec): 3 clusters
  Score: Raw -2231928.431513 + Penalty 3203.447895 = -2228724.983618
  nChanged 1
		SP:Iteration 81Q (68622.430000 sec): 3 clusters
  Score: Raw -2231928.544270 + Penalty 3203.447895 = -2228725.096375
  nChanged 1
		SP:Iteration 82Q (68622.690000 sec): 3 clusters
  Score: Raw -2231928.819275 + Penalty 3203.447895 = -2228725.371380
  nChanged 3
		SP:Iteration 83Q (68623.040000 sec): 3 clusters
  Score: Raw -2231929.212040 + Penalty 3203.447895 = -2228725.764145
  nChanged 1
		SP:Iteration 84Q (68623.310000 sec): 3 clusters
  Score: Raw -2231929.361334 + Penalty 3203.447895 = -2228725.913439
  nChanged 3
		SP:Iteration 85Q (68623.570000 sec): 3 clusters
  Score: Raw -2231929.721539 + Penalty 3203.447895 = -2228726.273644
  nChanged 4
		SP:Iteration 86Q (68623.890000 sec): 3 clusters
  Score: Raw -2231930.225654 + Penalty 3203.447895 = -2228726.777759
  nChanged 6
		SP:Iteration 87Q (68624.140000 sec): 3 clusters
  Score: Raw -2231930.916870 + Penalty 3203.447895 = -2228727.468975
  nChanged 2
		SP:Iteration 88Q (68624.390000 sec): 3 clusters
  Score: Raw -2231931.045342 + Penalty 3203.447895 = -2228727.597447
  nChanged 2
		SP:Iteration 89Q (68624.650000 sec): 3 clusters
  Score: Raw -2231931.185001 + Penalty 3203.447895 = -2228727.737106
  nChanged 1
		SP:Iteration 90Q (68624.950000 sec): 3 clusters
  Score: Raw -2231931.238080 + Penalty 3203.447895 = -2228727.790184
  nChanged 0
		SP:Iteration 91F (68625.220000 sec): 3 clusters
  Score: Raw -2231931.238080 + Penalty 3203.447895 = -2228727.790184
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68625.290000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68625.510000 sec): 3 clusters
  Score: Raw -33245.727672 + Penalty 1878.741643 = -31366.986029
  nChanged 72
		SP:Iteration 1F (68625.650000 sec): 3 clusters
  Score: Raw -33408.025956 + Penalty 1878.741643 = -31529.284313
  nChanged 20
		SP:Iteration 2F (68625.840000 sec): 3 clusters
  Score: Raw -33469.584311 + Penalty 1878.741643 = -31590.842668
  nChanged 13
		SP:Iteration 3Q (68626.050000 sec): 3 clusters
  Score: Raw -33505.136818 + Penalty 1878.741643 = -31626.395175
  nChanged 8
		SP:Iteration 4Q (68626.240000 sec): 3 clusters
  Score: Raw -33527.724606 + Penalty 1878.741643 = -31648.982964
  nChanged 3
		SP:Iteration 5Q (68626.400000 sec): 3 clusters
  Score: Raw -33539.349080 + Penalty 1878.741643 = -31660.607437
  nChanged 2
		SP:Iteration 6Q (68626.590000 sec): 3 clusters
  Score: Raw -33544.564523 + Penalty 1878.741643 = -31665.822881
  nChanged 0
		SP:Iteration 7F (68626.780000 sec): 3 clusters
  Score: Raw -33544.564523 + Penalty 1878.741643 = -31665.822881
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (14388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68626.970000 sec): 2 clusters
  Score: Raw -1633841.418382 + Penalty 1555.799343 = -1632285.619039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68627.290000 sec): 3 clusters
  Score: Raw -1625376.939077 + Penalty 3111.598687 = -1622265.340390
  nChanged 6316
		SP:Iteration 1F (68627.560000 sec): 3 clusters
  Score: Raw -1628815.657818 + Penalty 3111.598687 = -1625704.059131
  nChanged 759
		SP:Iteration 2F (68627.800000 sec): 3 clusters
  Score: Raw -1629125.553653 + Penalty 3111.598687 = -1626013.954967
  nChanged 722
		SP:Iteration 3F (68628.060000 sec): 3 clusters
  Score: Raw -1629426.285398 + Penalty 3111.598687 = -1626314.686712
  nChanged 697
		SP:Iteration 4Q (68628.290000 sec): 3 clusters
  Score: Raw -1629738.446642 + Penalty 3111.598687 = -1626626.847955
  nChanged 677
		SP:Iteration 5Q (68628.550000 sec): 3 clusters
  Score: Raw -1630059.324404 + Penalty 3111.598687 = -1626947.725717
  nChanged 654
		SP:Iteration 6Q (68628.810000 sec): 3 clusters
  Score: Raw -1630428.713577 + Penalty 3111.598687 = -1627317.114890
  nChanged 687
		SP:Iteration 7Q (68629.130000 sec): 3 clusters
  Score: Raw -1630864.027377 + Penalty 3111.598687 = -1627752.428690
  nChanged 703
		SP:Iteration 8Q (68629.390000 sec): 3 clusters
  Score: Raw -1631324.821126 + Penalty 3111.598687 = -1628213.222440
  nChanged 684
		SP:Iteration 9Q (68629.650000 sec): 3 clusters
  Score: Raw -1631776.394759 + Penalty 3111.598687 = -1628664.796073
  nChanged 628
		SP:Iteration 10Q (68629.900000 sec): 3 clusters
  Score: Raw -1632133.865889 + Penalty 3111.598687 = -1629022.267203
  nChanged 500
		SP:Iteration 11Q (68630.220000 sec): 3 clusters
  Score: Raw -1632377.106784 + Penalty 3111.598687 = -1629265.508097
  nChanged 398
		SP:Iteration 12Q (68630.450000 sec): 3 clusters
  Score: Raw -1632539.784425 + Penalty 3111.598687 = -1629428.185738
  nChanged 286
		SP:Iteration 13Q (68630.740000 sec): 3 clusters
  Score: Raw -1632626.467069 + Penalty 3111.598687 = -1629514.868382
  nChanged 218
		SP:Iteration 14Q (68630.950000 sec): 3 clusters
  Score: Raw -1632683.277252 + Penalty 3111.598687 = -1629571.678566
  nChanged 158
		SP:Iteration 15Q (68631.230000 sec): 3 clusters
  Score: Raw -1632717.870035 + Penalty 3111.598687 = -1629606.271349
  nChanged 118
		SP:Iteration 16Q (68631.490000 sec): 3 clusters
  Score: Raw -1632737.984715 + Penalty 3111.598687 = -1629626.386028
  nChanged 97
		SP:Iteration 17Q (68631.730000 sec): 3 clusters
  Score: Raw -1632755.715033 + Penalty 3111.598687 = -1629644.116346
  nChanged 75
		SP:Iteration 18Q (68631.960000 sec): 3 clusters
  Score: Raw -1632767.620855 + Penalty 3111.598687 = -1629656.022169
  nChanged 64
		SP:Iteration 19Q (68632.170000 sec): 3 clusters
  Score: Raw -1632778.024395 + Penalty 3111.598687 = -1629666.425708
  nChanged 53
		SP:Iteration 20F (68632.450000 sec): 3 clusters
  Score: Raw -1632785.884209 + Penalty 3111.598687 = -1629674.285523
  nChanged 59
		SP:Iteration 21Q (68632.750000 sec): 3 clusters
  Score: Raw -1632793.822678 + Penalty 3111.598687 = -1629682.223992
  nChanged 68
		SP:Iteration 22Q (68633.050000 sec): 3 clusters
  Score: Raw -1632802.974422 + Penalty 3111.598687 = -1629691.375735
  nChanged 56
		SP:Iteration 23Q (68633.300000 sec): 3 clusters
  Score: Raw -1632809.432987 + Penalty 3111.598687 = -1629697.834300
  nChanged 46
		SP:Iteration 24Q (68633.590000 sec): 3 clusters
  Score: Raw -1632815.362773 + Penalty 3111.598687 = -1629703.764086
  nChanged 52
		SP:Iteration 25Q (68633.870000 sec): 3 clusters
  Score: Raw -1632824.117481 + Penalty 3111.598687 = -1629712.518794
  nChanged 65
		SP:Iteration 26Q (68634.130000 sec): 3 clusters
  Score: Raw -1632834.710840 + Penalty 3111.598687 = -1629723.112153
  nChanged 72
		SP:Iteration 27Q (68634.370000 sec): 3 clusters
  Score: Raw -1632845.601132 + Penalty 3111.598687 = -1629734.002445
  nChanged 64
		SP:Iteration 28Q (68634.640000 sec): 3 clusters
  Score: Raw -1632854.693328 + Penalty 3111.598687 = -1629743.094641
  nChanged 52
		SP:Iteration 29Q (68634.920000 sec): 3 clusters
  Score: Raw -1632861.070276 + Penalty 3111.598687 = -1629749.471590
  nChanged 51
		SP:Iteration 30Q (68635.180000 sec): 3 clusters
  Score: Raw -1632868.187943 + Penalty 3111.598687 = -1629756.589257
  nChanged 44
		SP:Iteration 31Q (68635.380000 sec): 3 clusters
  Score: Raw -1632874.428309 + Penalty 3111.598687 = -1629762.829622
  nChanged 50
		SP:Iteration 32Q (68635.650000 sec): 3 clusters
  Score: Raw -1632881.721164 + Penalty 3111.598687 = -1629770.122478
  nChanged 38
		SP:Iteration 33Q (68635.900000 sec): 3 clusters
  Score: Raw -1632886.345481 + Penalty 3111.598687 = -1629774.746794
  nChanged 33
		SP:Iteration 34Q (68636.150000 sec): 3 clusters
  Score: Raw -1632889.825027 + Penalty 3111.598687 = -1629778.226340
  nChanged 26
		SP:Iteration 35Q (68636.390000 sec): 3 clusters
  Score: Raw -1632892.420619 + Penalty 3111.598687 = -1629780.821933
  nChanged 28
		SP:Iteration 36Q (68636.630000 sec): 3 clusters
  Score: Raw -1632896.021603 + Penalty 3111.598687 = -1629784.422916
  nChanged 33
		SP:Iteration 37Q (68636.910000 sec): 3 clusters
  Score: Raw -1632899.817656 + Penalty 3111.598687 = -1629788.218969
  nChanged 35
		SP:Iteration 38Q (68637.160000 sec): 3 clusters
  Score: Raw -1632903.822954 + Penalty 3111.598687 = -1629792.224268
  nChanged 31
		SP:Iteration 39Q (68637.420000 sec): 3 clusters
  Score: Raw -1632907.942306 + Penalty 3111.598687 = -1629796.343620
  nChanged 34
		SP:Iteration 40F (68637.650000 sec): 3 clusters
  Score: Raw -1632911.708758 + Penalty 3111.598687 = -1629800.110072
  nChanged 33
		SP:Iteration 41Q (68637.950000 sec): 3 clusters
  Score: Raw -1632915.512623 + Penalty 3111.598687 = -1629803.913936
  nChanged 38
		SP:Iteration 42Q (68638.250000 sec): 3 clusters
  Score: Raw -1632920.128791 + Penalty 3111.598687 = -1629808.530104
  nChanged 39
		SP:Iteration 43Q (68638.520000 sec): 3 clusters
  Score: Raw -1632925.185972 + Penalty 3111.598687 = -1629813.587286
  nChanged 43
		SP:Iteration 44Q (68638.760000 sec): 3 clusters
  Score: Raw -1632930.982201 + Penalty 3111.598687 = -1629819.383514
  nChanged 48
		SP:Iteration 45Q (68639.050000 sec): 3 clusters
  Score: Raw -1632937.787607 + Penalty 3111.598687 = -1629826.188920
  nChanged 60
		SP:Iteration 46Q (68639.280000 sec): 3 clusters
  Score: Raw -1632947.619568 + Penalty 3111.598687 = -1629836.020881
  nChanged 63
		SP:Iteration 47Q (68639.540000 sec): 3 clusters
  Score: Raw -1632957.648170 + Penalty 3111.598687 = -1629846.049483
  nChanged 60
		SP:Iteration 48Q (68639.860000 sec): 3 clusters
  Score: Raw -1632967.031068 + Penalty 3111.598687 = -1629855.432381
  nChanged 60
		SP:Iteration 49Q (68640.120000 sec): 3 clusters
  Score: Raw -1632975.715034 + Penalty 3111.598687 = -1629864.116347
  nChanged 61
		SP:Iteration 50Q (68640.420000 sec): 3 clusters
  Score: Raw -1632985.293747 + Penalty 3111.598687 = -1629873.695061
  nChanged 63
		SP:Iteration 51Q (68640.640000 sec): 3 clusters
  Score: Raw -1632994.076693 + Penalty 3111.598687 = -1629882.478006
  nChanged 57
		SP:Iteration 52Q (68640.910000 sec): 3 clusters
  Score: Raw -1633001.824463 + Penalty 3111.598687 = -1629890.225777
  nChanged 51
		SP:Iteration 53Q (68641.250000 sec): 3 clusters
  Score: Raw -1633008.731558 + Penalty 3111.598687 = -1629897.132871
  nChanged 51
		SP:Iteration 54Q (68641.500000 sec): 3 clusters
  Score: Raw -1633015.972435 + Penalty 3111.598687 = -1629904.373748
  nChanged 54
		SP:Iteration 55Q (68641.780000 sec): 3 clusters
  Score: Raw -1633024.237249 + Penalty 3111.598687 = -1629912.638563
  nChanged 57
		SP:Iteration 56Q (68642.010000 sec): 3 clusters
  Score: Raw -1633033.895941 + Penalty 3111.598687 = -1629922.297255
  nChanged 74
		SP:Iteration 57Q (68642.270000 sec): 3 clusters
  Score: Raw -1633049.174542 + Penalty 3111.598687 = -1629937.575855
  nChanged 79
		SP:Iteration 58Q (68642.550000 sec): 3 clusters
  Score: Raw -1633063.004108 + Penalty 3111.598687 = -1629951.405421
  nChanged 61
		SP:Iteration 59Q (68642.820000 sec): 3 clusters
  Score: Raw -1633074.031468 + Penalty 3111.598687 = -1629962.432781
  nChanged 62
		SP:Iteration 60F (68643.080000 sec): 3 clusters
  Score: Raw -1633086.232228 + Penalty 3111.598687 = -1629974.633541
  nChanged 75
		SP:Iteration 61Q (68643.350000 sec): 3 clusters
  Score: Raw -1633101.855110 + Penalty 3111.598687 = -1629990.256424
  nChanged 80
		SP:Iteration 62Q (68643.600000 sec): 3 clusters
  Score: Raw -1633118.130981 + Penalty 3111.598687 = -1630006.532294
  nChanged 92
		SP:Iteration 63Q (68643.880000 sec): 3 clusters
  Score: Raw -1633138.349034 + Penalty 3111.598687 = -1630026.750347
  nChanged 92
		SP:Iteration 64Q (68644.150000 sec): 3 clusters
  Score: Raw -1633159.481341 + Penalty 3111.598687 = -1630047.882655
  nChanged 100
		SP:Iteration 65Q (68644.370000 sec): 3 clusters
  Score: Raw -1633183.339539 + Penalty 3111.598687 = -1630071.740852
  nChanged 103
		SP:Iteration 66Q (68644.640000 sec): 3 clusters
  Score: Raw -1633213.953698 + Penalty 3111.598687 = -1630102.355012
  nChanged 112
		SP:Iteration 67Q (68644.870000 sec): 3 clusters
  Score: Raw -1633246.489103 + Penalty 3111.598687 = -1630134.890417
  nChanged 114
		SP:Iteration 68Q (68645.110000 sec): 3 clusters
  Score: Raw -1633280.503311 + Penalty 3111.598687 = -1630168.904624
  nChanged 125
		SP:Iteration 69Q (68645.380000 sec): 3 clusters
  Score: Raw -1633316.895777 + Penalty 3111.598687 = -1630205.297090
  nChanged 123
		SP:Iteration 70Q (68645.610000 sec): 3 clusters
  Score: Raw -1633353.993313 + Penalty 3111.598687 = -1630242.394627
  nChanged 114
		SP:Iteration 71Q (68645.900000 sec): 3 clusters
  Score: Raw -1633387.223773 + Penalty 3111.598687 = -1630275.625086
  nChanged 108
		SP:Iteration 72Q (68646.230000 sec): 3 clusters
  Score: Raw -1633419.729173 + Penalty 3111.598687 = -1630308.130487
  nChanged 119
		SP:Iteration 73Q (68646.480000 sec): 3 clusters
  Score: Raw -1633457.816835 + Penalty 3111.598687 = -1630346.218148
  nChanged 121
		SP:Iteration 74Q (68646.700000 sec): 3 clusters
  Score: Raw -1633497.380682 + Penalty 3111.598687 = -1630385.781995
  nChanged 122
		SP:Iteration 75Q (68646.950000 sec): 3 clusters
  Score: Raw -1633540.173711 + Penalty 3111.598687 = -1630428.575025
  nChanged 124
		SP:Iteration 76Q (68647.230000 sec): 3 clusters
  Score: Raw -1633584.255453 + Penalty 3111.598687 = -1630472.656767
  nChanged 111
		SP:Iteration 77Q (68647.490000 sec): 3 clusters
  Score: Raw -1633618.804815 + Penalty 3111.598687 = -1630507.206128
  nChanged 103
		SP:Iteration 78Q (68647.730000 sec): 3 clusters
  Score: Raw -1633651.203471 + Penalty 3111.598687 = -1630539.604784
  nChanged 86
		SP:Iteration 79Q (68647.990000 sec): 3 clusters
  Score: Raw -1633679.013191 + Penalty 3111.598687 = -1630567.414504
  nChanged 93
		SP:Iteration 80F (68648.260000 sec): 3 clusters
  Score: Raw -1633705.697509 + Penalty 3111.598687 = -1630594.098823
  nChanged 69
		SP:Iteration 81Q (68648.510000 sec): 3 clusters
  Score: Raw -1633721.973642 + Penalty 3111.598687 = -1630610.374955
  nChanged 49
		SP:Iteration 82Q (68648.770000 sec): 3 clusters
  Score: Raw -1633734.969801 + Penalty 3111.598687 = -1630623.371115
  nChanged 50
		SP:Iteration 83Q (68649.000000 sec): 3 clusters
  Score: Raw -1633748.208533 + Penalty 3111.598687 = -1630636.609846
  nChanged 46
		SP:Iteration 84Q (68649.250000 sec): 3 clusters
  Score: Raw -1633761.678120 + Penalty 3111.598687 = -1630650.079433
  nChanged 56
		SP:Iteration 85Q (68649.460000 sec): 3 clusters
  Score: Raw -1633776.504326 + Penalty 3111.598687 = -1630664.905640
  nChanged 49
		SP:Iteration 86Q (68649.710000 sec): 3 clusters
  Score: Raw -1633790.889925 + Penalty 3111.598687 = -1630679.291239
  nChanged 60
		SP:Iteration 87Q (68649.970000 sec): 3 clusters
  Score: Raw -1633809.197360 + Penalty 3111.598687 = -1630697.598674
  nChanged 44
		SP:Iteration 88Q (68650.210000 sec): 3 clusters
  Score: Raw -1633821.943400 + Penalty 3111.598687 = -1630710.344713
  nChanged 38
		SP:Iteration 89Q (68650.410000 sec): 3 clusters
  Score: Raw -1633832.765590 + Penalty 3111.598687 = -1630721.166903
  nChanged 36
		SP:Iteration 90Q (68650.670000 sec): 3 clusters
  Score: Raw -1633844.325479 + Penalty 3111.598687 = -1630732.726792
  nChanged 39
		SP:Iteration 91Q (68650.910000 sec): 3 clusters
  Score: Raw -1633854.489355 + Penalty 3111.598687 = -1630742.890669
  nChanged 37
		SP:Iteration 92Q (68651.160000 sec): 3 clusters
  Score: Raw -1633863.766900 + Penalty 3111.598687 = -1630752.168213
  nChanged 33
		SP:Iteration 93Q (68651.430000 sec): 3 clusters
  Score: Raw -1633870.446505 + Penalty 3111.598687 = -1630758.847819
  nChanged 29
		SP:Iteration 94Q (68651.660000 sec): 3 clusters
  Score: Raw -1633878.480832 + Penalty 3111.598687 = -1630766.882145
  nChanged 27
		SP:Iteration 95Q (68651.970000 sec): 3 clusters
  Score: Raw -1633885.850100 + Penalty 3111.598687 = -1630774.251413
  nChanged 31
		SP:Iteration 96Q (68652.230000 sec): 3 clusters
  Score: Raw -1633895.058432 + Penalty 3111.598687 = -1630783.459746
  nChanged 32
		SP:Iteration 97Q (68652.480000 sec): 3 clusters
  Score: Raw -1633904.578051 + Penalty 3111.598687 = -1630792.979364
  nChanged 29
		SP:Iteration 98Q (68652.770000 sec): 3 clusters
  Score: Raw -1633910.455987 + Penalty 3111.598687 = -1630798.857301
  nChanged 25
		SP:Iteration 99Q (68653.050000 sec): 3 clusters
  Score: Raw -1633916.778471 + Penalty 3111.598687 = -1630805.179784
  nChanged 26
		SP:Iteration 100F (68653.310000 sec): 3 clusters
  Score: Raw -1633923.180731 + Penalty 3111.598687 = -1630811.582044
  nChanged 20
		SP:Iteration 101Q (68653.500000 sec): 3 clusters
  Score: Raw -1633928.884774 + Penalty 3111.598687 = -1630817.286088
  nChanged 21
		SP:Iteration 102Q (68653.720000 sec): 3 clusters
  Score: Raw -1633934.573592 + Penalty 3111.598687 = -1630822.974906
  nChanged 16
		SP:Iteration 103Q (68653.920000 sec): 3 clusters
  Score: Raw -1633940.302283 + Penalty 3111.598687 = -1630828.703597
  nChanged 25
		SP:Iteration 104Q (68654.140000 sec): 3 clusters
  Score: Raw -1633948.307182 + Penalty 3111.598687 = -1630836.708495
  nChanged 20
		SP:Iteration 105Q (68654.340000 sec): 3 clusters
  Score: Raw -1633953.770026 + Penalty 3111.598687 = -1630842.171339
  nChanged 16
		SP:Iteration 106Q (68654.590000 sec): 3 clusters
  Score: Raw -1633958.806964 + Penalty 3111.598687 = -1630847.208277
  nChanged 19
		SP:Iteration 107Q (68654.840000 sec): 3 clusters
  Score: Raw -1633963.727696 + Penalty 3111.598687 = -1630852.129009
  nChanged 21
		SP:Iteration 108Q (68655.070000 sec): 3 clusters
  Score: Raw -1633969.464330 + Penalty 3111.598687 = -1630857.865643
  nChanged 14
		SP:Iteration 109Q (68655.330000 sec): 3 clusters
  Score: Raw -1633972.383011 + Penalty 3111.598687 = -1630860.784324
  nChanged 9
		SP:Iteration 110Q (68655.570000 sec): 3 clusters
  Score: Raw -1633974.020953 + Penalty 3111.598687 = -1630862.422266
  nChanged 9
		SP:Iteration 111Q (68655.830000 sec): 3 clusters
  Score: Raw -1633977.706007 + Penalty 3111.598687 = -1630866.107320
  nChanged 14
		SP:Iteration 112Q (68656.070000 sec): 3 clusters
  Score: Raw -1633982.262662 + Penalty 3111.598687 = -1630870.663975
  nChanged 12
		SP:Iteration 113Q (68656.290000 sec): 3 clusters
  Score: Raw -1633986.777986 + Penalty 3111.598687 = -1630875.179299
  nChanged 13
		SP:Iteration 114Q (68656.550000 sec): 3 clusters
  Score: Raw -1633991.849337 + Penalty 3111.598687 = -1630880.250651
  nChanged 14
		SP:Iteration 115Q (68656.750000 sec): 3 clusters
  Score: Raw -1633996.360606 + Penalty 3111.598687 = -1630884.761920
  nChanged 15
		SP:Iteration 116Q (68657.030000 sec): 3 clusters
  Score: Raw -1634000.628519 + Penalty 3111.598687 = -1630889.029833
  nChanged 15
		SP:Iteration 117Q (68657.240000 sec): 3 clusters
  Score: Raw -1634004.344026 + Penalty 3111.598687 = -1630892.745339
  nChanged 10
		SP:Iteration 118Q (68657.470000 sec): 3 clusters
  Score: Raw -1634007.205304 + Penalty 3111.598687 = -1630895.606618
  nChanged 9
		SP:Iteration 119Q (68657.750000 sec): 3 clusters
  Score: Raw -1634009.680085 + Penalty 3111.598687 = -1630898.081399
  nChanged 7
		SP:Iteration 120F (68658.010000 sec): 3 clusters
  Score: Raw -1634011.269551 + Penalty 3111.598687 = -1630899.670864
  nChanged 8
		SP:Iteration 121Q (68658.260000 sec): 3 clusters
  Score: Raw -1634013.926390 + Penalty 3111.598687 = -1630902.327704
  nChanged 10
		SP:Iteration 122Q (68658.490000 sec): 3 clusters
  Score: Raw -1634016.200486 + Penalty 3111.598687 = -1630904.601800
  nChanged 12
		SP:Iteration 123Q (68658.720000 sec): 3 clusters
  Score: Raw -1634019.660387 + Penalty 3111.598687 = -1630908.061701
  nChanged 11
		SP:Iteration 124Q (68659.030000 sec): 3 clusters
  Score: Raw -1634022.125019 + Penalty 3111.598687 = -1630910.526333
  nChanged 7
		SP:Iteration 125Q (68659.230000 sec): 3 clusters
  Score: Raw -1634023.626683 + Penalty 3111.598687 = -1630912.027996
  nChanged 5
		SP:Iteration 126Q (68659.480000 sec): 3 clusters
  Score: Raw -1634025.564232 + Penalty 3111.598687 = -1630913.965546
  nChanged 7
		SP:Iteration 127Q (68659.730000 sec): 3 clusters
  Score: Raw -1634027.488318 + Penalty 3111.598687 = -1630915.889632
  nChanged 7
		SP:Iteration 128Q (68659.980000 sec): 3 clusters
  Score: Raw -1634029.043545 + Penalty 3111.598687 = -1630917.444859
  nChanged 3
		SP:Iteration 129Q (68660.200000 sec): 3 clusters
  Score: Raw -1634029.830642 + Penalty 3111.598687 = -1630918.231956
  nChanged 4
		SP:Iteration 130Q (68660.430000 sec): 3 clusters
  Score: Raw -1634031.760121 + Penalty 3111.598687 = -1630920.161435
  nChanged 3
		SP:Iteration 131Q (68660.710000 sec): 3 clusters
  Score: Raw -1634032.479651 + Penalty 3111.598687 = -1630920.880965
  nChanged 0
		SP:Iteration 132F (68660.910000 sec): 3 clusters
  Score: Raw -1634032.479651 + Penalty 3111.598687 = -1630920.880965
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (15574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68661.070000 sec): 2 clusters
  Score: Raw -1905059.364605 + Penalty 1568.670697 = -1903490.693907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68661.300000 sec): 3 clusters
  Score: Raw -1895790.180535 + Penalty 3137.341394 = -1892652.839141
  nChanged 6939
		SP:Iteration 1F (68661.560000 sec): 3 clusters
  Score: Raw -1899562.673839 + Penalty 3137.341394 = -1896425.332444
  nChanged 840
		SP:Iteration 2F (68661.770000 sec): 3 clusters
  Score: Raw -1899862.125594 + Penalty 3137.341394 = -1896724.784200
  nChanged 703
		SP:Iteration 3Q (68662.030000 sec): 3 clusters
  Score: Raw -1900084.432948 + Penalty 3137.341394 = -1896947.091554
  nChanged 580
		SP:Iteration 4Q (68662.260000 sec): 3 clusters
  Score: Raw -1900254.293115 + Penalty 3137.341394 = -1897116.951720
  nChanged 515
		SP:Iteration 5Q (68662.540000 sec): 3 clusters
  Score: Raw -1900419.676180 + Penalty 3137.341394 = -1897282.334785
  nChanged 503
		SP:Iteration 6Q (68662.780000 sec): 3 clusters
  Score: Raw -1900595.986181 + Penalty 3137.341394 = -1897458.644787
  nChanged 508
		SP:Iteration 7Q (68663.070000 sec): 3 clusters
  Score: Raw -1900790.328885 + Penalty 3137.341394 = -1897652.987491
  nChanged 579
		SP:Iteration 8Q (68663.300000 sec): 3 clusters
  Score: Raw -1901057.426858 + Penalty 3137.341394 = -1897920.085464
  nChanged 654
		SP:Iteration 9Q (68663.580000 sec): 3 clusters
  Score: Raw -1901430.494730 + Penalty 3137.341394 = -1898293.153336
  nChanged 769
		SP:Iteration 10Q (68663.860000 sec): 3 clusters
  Score: Raw -1901963.297333 + Penalty 3137.341394 = -1898825.955939
  nChanged 855
		SP:Iteration 11F (68664.190000 sec): 3 clusters
  Score: Raw -1902636.779105 + Penalty 3137.341394 = -1899499.437711
  nChanged 808
		SP:Iteration 12F (68664.490000 sec): 3 clusters
  Score: Raw -1903361.490974 + Penalty 3137.341394 = -1900224.149580
  nChanged 715
		SP:Iteration 13Q (68664.760000 sec): 3 clusters
  Score: Raw -1904019.481755 + Penalty 3137.341394 = -1900882.140360
  nChanged 523
		SP:Iteration 14Q (68664.980000 sec): 3 clusters
  Score: Raw -1904497.579432 + Penalty 3137.341394 = -1901360.238037
  nChanged 343
		SP:Iteration 15Q (68665.270000 sec): 3 clusters
  Score: Raw -1904812.106998 + Penalty 3137.341394 = -1901674.765604
  nChanged 244
		SP:Iteration 16Q (68665.530000 sec): 3 clusters
  Score: Raw -1905021.319058 + Penalty 3137.341394 = -1901883.977664
  nChanged 171
		SP:Iteration 17Q (68665.760000 sec): 3 clusters
  Score: Raw -1905183.629836 + Penalty 3137.341394 = -1902046.288442
  nChanged 155
		SP:Iteration 18Q (68665.990000 sec): 3 clusters
  Score: Raw -1905321.626602 + Penalty 3137.341394 = -1902184.285208
  nChanged 107
		SP:Iteration 19Q (68666.250000 sec): 3 clusters
  Score: Raw -1905394.840590 + Penalty 3137.341394 = -1902257.499196
  nChanged 66
		SP:Iteration 20F (68666.500000 sec): 3 clusters
  Score: Raw -1905431.779964 + Penalty 3137.341394 = -1902294.438570
  nChanged 50
		SP:Iteration 21Q (68666.730000 sec): 3 clusters
  Score: Raw -1905457.749924 + Penalty 3137.341394 = -1902320.408529
  nChanged 37
		SP:Iteration 22Q (68666.990000 sec): 3 clusters
  Score: Raw -1905471.215352 + Penalty 3137.341394 = -1902333.873958
  nChanged 21
		SP:Iteration 23Q (68667.200000 sec): 3 clusters
  Score: Raw -1905478.271333 + Penalty 3137.341394 = -1902340.929939
  nChanged 22
		SP:Iteration 24Q (68667.450000 sec): 3 clusters
  Score: Raw -1905485.620249 + Penalty 3137.341394 = -1902348.278855
  nChanged 20
		SP:Iteration 25Q (68667.720000 sec): 3 clusters
  Score: Raw -1905491.931779 + Penalty 3137.341394 = -1902354.590385
  nChanged 17
		SP:Iteration 26Q (68667.940000 sec): 3 clusters
  Score: Raw -1905497.619066 + Penalty 3137.341394 = -1902360.277671
  nChanged 12
		SP:Iteration 27Q (68668.160000 sec): 3 clusters
  Score: Raw -1905501.969536 + Penalty 3137.341394 = -1902364.628142
  nChanged 12
		SP:Iteration 28Q (68668.380000 sec): 3 clusters
  Score: Raw -1905507.716470 + Penalty 3137.341394 = -1902370.375076
  nChanged 9
		SP:Iteration 29Q (68668.620000 sec): 3 clusters
  Score: Raw -1905510.949482 + Penalty 3137.341394 = -1902373.608088
  nChanged 9
		SP:Iteration 30Q (68668.900000 sec): 3 clusters
  Score: Raw -1905513.856427 + Penalty 3137.341394 = -1902376.515032
  nChanged 8
		SP:Iteration 31Q (68669.140000 sec): 3 clusters
  Score: Raw -1905515.611562 + Penalty 3137.341394 = -1902378.270168
  nChanged 5
		SP:Iteration 32Q (68669.430000 sec): 3 clusters
  Score: Raw -1905517.106586 + Penalty 3137.341394 = -1902379.765192
  nChanged 4
		SP:Iteration 33Q (68669.700000 sec): 3 clusters
  Score: Raw -1905518.276455 + Penalty 3137.341394 = -1902380.935060
  nChanged 3
		SP:Iteration 34Q (68670.000000 sec): 3 clusters
  Score: Raw -1905518.871783 + Penalty 3137.341394 = -1902381.530389
  nChanged 0
		SP:Iteration 35F (68670.220000 sec): 3 clusters
  Score: Raw -1905518.871783 + Penalty 3137.341394 = -1902381.530389
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (21955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68670.490000 sec): 2 clusters
  Score: Raw -2451741.733116 + Penalty 1624.471905 = -2450117.261211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68670.760000 sec): 3 clusters
  Score: Raw -2438443.527843 + Penalty 3248.943809 = -2435194.584033
  nChanged 9966
		SP:Iteration 1F (68671.030000 sec): 3 clusters
  Score: Raw -2443931.815638 + Penalty 3248.943809 = -2440682.871828
  nChanged 1215
		SP:Iteration 2F (68671.320000 sec): 3 clusters
  Score: Raw -2444417.173973 + Penalty 3248.943809 = -2441168.230163
  nChanged 1112
		SP:Iteration 3F (68671.640000 sec): 3 clusters
  Score: Raw -2444892.960548 + Penalty 3248.943809 = -2441644.016739
  nChanged 1098
		SP:Iteration 4F (68671.920000 sec): 3 clusters
  Score: Raw -2445397.933128 + Penalty 3248.943809 = -2442148.989318
  nChanged 1105
		SP:Iteration 5F (68672.240000 sec): 3 clusters
  Score: Raw -2445970.947920 + Penalty 3248.943809 = -2442722.004111
  nChanged 1144
		SP:Iteration 6F (68672.530000 sec): 3 clusters
  Score: Raw -2446649.603486 + Penalty 3248.943809 = -2443400.659676
  nChanged 1237
		SP:Iteration 7F (68672.820000 sec): 3 clusters
  Score: Raw -2447492.185300 + Penalty 3248.943809 = -2444243.241490
  nChanged 1206
		SP:Iteration 8F (68673.100000 sec): 3 clusters
  Score: Raw -2448398.745629 + Penalty 3248.943809 = -2445149.801820
  nChanged 1109
		SP:Iteration 9F (68673.360000 sec): 3 clusters
  Score: Raw -2449142.658742 + Penalty 3248.943809 = -2445893.714932
  nChanged 840
		SP:Iteration 10Q (68673.670000 sec): 3 clusters
  Score: Raw -2449567.095910 + Penalty 3248.943809 = -2446318.152101
  nChanged 576
		SP:Iteration 11Q (68673.990000 sec): 3 clusters
  Score: Raw -2449839.285121 + Penalty 3248.943809 = -2446590.341312
  nChanged 472
		SP:Iteration 12Q (68674.320000 sec): 3 clusters
  Score: Raw -2450059.642460 + Penalty 3248.943809 = -2446810.698650
  nChanged 379
		SP:Iteration 13Q (68674.620000 sec): 3 clusters
  Score: Raw -2450227.382249 + Penalty 3248.943809 = -2446978.438440
  nChanged 336
		SP:Iteration 14Q (68674.910000 sec): 3 clusters
  Score: Raw -2450378.821638 + Penalty 3248.943809 = -2447129.877828
  nChanged 291
		SP:Iteration 15Q (68675.190000 sec): 3 clusters
  Score: Raw -2450489.193359 + Penalty 3248.943809 = -2447240.249550
  nChanged 279
		SP:Iteration 16Q (68675.460000 sec): 3 clusters
  Score: Raw -2450590.927816 + Penalty 3248.943809 = -2447341.984007
  nChanged 252
		SP:Iteration 17Q (68675.740000 sec): 3 clusters
  Score: Raw -2450675.877223 + Penalty 3248.943809 = -2447426.933413
  nChanged 248
		SP:Iteration 18Q (68676.000000 sec): 3 clusters
  Score: Raw -2450747.564443 + Penalty 3248.943809 = -2447498.620634
  nChanged 196
		SP:Iteration 19Q (68676.260000 sec): 3 clusters
  Score: Raw -2450788.751491 + Penalty 3248.943809 = -2447539.807682
  nChanged 165
		SP:Iteration 20F (68676.540000 sec): 3 clusters
  Score: Raw -2450823.094219 + Penalty 3248.943809 = -2447574.150410
  nChanged 128
		SP:Iteration 21Q (68676.850000 sec): 3 clusters
  Score: Raw -2450846.765258 + Penalty 3248.943809 = -2447597.821448
  nChanged 109
		SP:Iteration 22Q (68677.080000 sec): 3 clusters
  Score: Raw -2450863.292189 + Penalty 3248.943809 = -2447614.348379
  nChanged 82
		SP:Iteration 23Q (68677.360000 sec): 3 clusters
  Score: Raw -2450875.631613 + Penalty 3248.943809 = -2447626.687804
  nChanged 82
		SP:Iteration 24Q (68677.690000 sec): 3 clusters
  Score: Raw -2450890.761372 + Penalty 3248.943809 = -2447641.817563
  nChanged 82
		SP:Iteration 25Q (68677.990000 sec): 3 clusters
  Score: Raw -2450903.419704 + Penalty 3248.943809 = -2447654.475894
  nChanged 72
		SP:Iteration 26Q (68678.280000 sec): 3 clusters
  Score: Raw -2450914.620644 + Penalty 3248.943809 = -2447665.676835
  nChanged 74
		SP:Iteration 27Q (68678.550000 sec): 3 clusters
  Score: Raw -2450927.701805 + Penalty 3248.943809 = -2447678.757996
  nChanged 71
		SP:Iteration 28Q (68678.760000 sec): 3 clusters
  Score: Raw -2450938.613671 + Penalty 3248.943809 = -2447689.669862
  nChanged 67
		SP:Iteration 29Q (68679.020000 sec): 3 clusters
  Score: Raw -2450946.778797 + Penalty 3248.943809 = -2447697.834988
  nChanged 61
		SP:Iteration 30Q (68679.290000 sec): 3 clusters
  Score: Raw -2450954.682029 + Penalty 3248.943809 = -2447705.738220
  nChanged 73
		SP:Iteration 31Q (68679.550000 sec): 3 clusters
  Score: Raw -2450965.967379 + Penalty 3248.943809 = -2447717.023570
  nChanged 68
		SP:Iteration 32Q (68679.860000 sec): 3 clusters
  Score: Raw -2450977.162355 + Penalty 3248.943809 = -2447728.218546
  nChanged 67
		SP:Iteration 33Q (68680.140000 sec): 3 clusters
  Score: Raw -2450985.429183 + Penalty 3248.943809 = -2447736.485373
  nChanged 57
		SP:Iteration 34Q (68680.420000 sec): 3 clusters
  Score: Raw -2450991.028330 + Penalty 3248.943809 = -2447742.084520
  nChanged 51
		SP:Iteration 35Q (68680.730000 sec): 3 clusters
  Score: Raw -2450995.834052 + Penalty 3248.943809 = -2447746.890243
  nChanged 38
		SP:Iteration 36Q (68681.000000 sec): 3 clusters
  Score: Raw -2451000.263355 + Penalty 3248.943809 = -2447751.319546
  nChanged 46
		SP:Iteration 37Q (68681.270000 sec): 3 clusters
  Score: Raw -2451004.702998 + Penalty 3248.943809 = -2447755.759189
  nChanged 48
		SP:Iteration 38Q (68681.510000 sec): 3 clusters
  Score: Raw -2451010.842357 + Penalty 3248.943809 = -2447761.898548
  nChanged 45
		SP:Iteration 39Q (68681.810000 sec): 3 clusters
  Score: Raw -2451015.884817 + Penalty 3248.943809 = -2447766.941007
  nChanged 46
		SP:Iteration 40F (68682.050000 sec): 3 clusters
  Score: Raw -2451020.577513 + Penalty 3248.943809 = -2447771.633704
  nChanged 34
		SP:Iteration 41Q (68682.350000 sec): 3 clusters
  Score: Raw -2451023.300070 + Penalty 3248.943809 = -2447774.356260
  nChanged 23
		SP:Iteration 42Q (68682.670000 sec): 3 clusters
  Score: Raw -2451025.092758 + Penalty 3248.943809 = -2447776.148948
  nChanged 26
		SP:Iteration 43Q (68682.950000 sec): 3 clusters
  Score: Raw -2451027.026715 + Penalty 3248.943809 = -2447778.082905
  nChanged 25
		SP:Iteration 44Q (68683.220000 sec): 3 clusters
  Score: Raw -2451029.265941 + Penalty 3248.943809 = -2447780.322131
  nChanged 30
		SP:Iteration 45Q (68683.450000 sec): 3 clusters
  Score: Raw -2451032.285942 + Penalty 3248.943809 = -2447783.342133
  nChanged 42
		SP:Iteration 46Q (68683.730000 sec): 3 clusters
  Score: Raw -2451036.438085 + Penalty 3248.943809 = -2447787.494275
  nChanged 42
		SP:Iteration 47Q (68684.030000 sec): 3 clusters
  Score: Raw -2451040.959212 + Penalty 3248.943809 = -2447792.015403
  nChanged 35
		SP:Iteration 48Q (68684.300000 sec): 3 clusters
  Score: Raw -2451044.690589 + Penalty 3248.943809 = -2447795.746780
  nChanged 34
		SP:Iteration 49Q (68684.570000 sec): 3 clusters
  Score: Raw -2451048.021580 + Penalty 3248.943809 = -2447799.077771
  nChanged 30
		SP:Iteration 50Q (68684.820000 sec): 3 clusters
  Score: Raw -2451050.663953 + Penalty 3248.943809 = -2447801.720143
  nChanged 21
		SP:Iteration 51Q (68685.120000 sec): 3 clusters
  Score: Raw -2451052.199393 + Penalty 3248.943809 = -2447803.255583
  nChanged 21
		SP:Iteration 52Q (68685.390000 sec): 3 clusters
  Score: Raw -2451053.746607 + Penalty 3248.943809 = -2447804.802797
  nChanged 18
		SP:Iteration 53Q (68685.610000 sec): 3 clusters
  Score: Raw -2451054.815426 + Penalty 3248.943809 = -2447805.871617
  nChanged 9
		SP:Iteration 54Q (68685.910000 sec): 3 clusters
  Score: Raw -2451055.226382 + Penalty 3248.943809 = -2447806.282572
  nChanged 7
		SP:Iteration 55Q (68686.150000 sec): 3 clusters
  Score: Raw -2451055.621186 + Penalty 3248.943809 = -2447806.677376
  nChanged 7
		SP:Iteration 56Q (68686.440000 sec): 3 clusters
  Score: Raw -2451056.119654 + Penalty 3248.943809 = -2447807.175845
  nChanged 8
		SP:Iteration 57Q (68686.690000 sec): 3 clusters
  Score: Raw -2451056.650383 + Penalty 3248.943809 = -2447807.706573
  nChanged 8
		SP:Iteration 58Q (68686.970000 sec): 3 clusters
  Score: Raw -2451057.135284 + Penalty 3248.943809 = -2447808.191475
  nChanged 13
		SP:Iteration 59Q (68687.250000 sec): 3 clusters
  Score: Raw -2451057.945561 + Penalty 3248.943809 = -2447809.001752
  nChanged 13
		SP:Iteration 60F (68687.560000 sec): 3 clusters
  Score: Raw -2451058.864179 + Penalty 3248.943809 = -2447809.920369
  nChanged 15
		SP:Iteration 61Q (68687.850000 sec): 3 clusters
  Score: Raw -2451060.194927 + Penalty 3248.943809 = -2447811.251117
  nChanged 22
		SP:Iteration 62Q (68688.140000 sec): 3 clusters
  Score: Raw -2451061.830663 + Penalty 3248.943809 = -2447812.886853
  nChanged 12
		SP:Iteration 63Q (68688.400000 sec): 3 clusters
  Score: Raw -2451062.581325 + Penalty 3248.943809 = -2447813.637516
  nChanged 10
		SP:Iteration 64Q (68688.710000 sec): 3 clusters
  Score: Raw -2451063.099040 + Penalty 3248.943809 = -2447814.155231
  nChanged 8
		SP:Iteration 65Q (68688.960000 sec): 3 clusters
  Score: Raw -2451063.637218 + Penalty 3248.943809 = -2447814.693408
  nChanged 7
		SP:Iteration 66Q (68689.270000 sec): 3 clusters
  Score: Raw -2451064.300177 + Penalty 3248.943809 = -2447815.356367
  nChanged 5
		SP:Iteration 67Q (68689.530000 sec): 3 clusters
  Score: Raw -2451064.581167 + Penalty 3248.943809 = -2447815.637357
  nChanged 6
		SP:Iteration 68Q (68689.820000 sec): 3 clusters
  Score: Raw -2451064.866042 + Penalty 3248.943809 = -2447815.922233
  nChanged 7
		SP:Iteration 69Q (68690.120000 sec): 3 clusters
  Score: Raw -2451065.479669 + Penalty 3248.943809 = -2447816.535859
  nChanged 10
		SP:Iteration 70Q (68690.370000 sec): 3 clusters
  Score: Raw -2451066.108206 + Penalty 3248.943809 = -2447817.164397
  nChanged 9
		SP:Iteration 71Q (68690.690000 sec): 3 clusters
  Score: Raw -2451066.569211 + Penalty 3248.943809 = -2447817.625401
  nChanged 7
		SP:Iteration 72Q (68690.960000 sec): 3 clusters
  Score: Raw -2451067.100149 + Penalty 3248.943809 = -2447818.156340
  nChanged 8
		SP:Iteration 73Q (68691.240000 sec): 3 clusters
  Score: Raw -2451067.677670 + Penalty 3248.943809 = -2447818.733860
  nChanged 4
		SP:Iteration 74Q (68691.510000 sec): 3 clusters
  Score: Raw -2451067.837758 + Penalty 3248.943809 = -2447818.893948
  nChanged 0
		SP:Iteration 75F (68691.790000 sec): 3 clusters
  Score: Raw -2451067.837758 + Penalty 3248.943809 = -2447818.893948
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (31903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68692.010000 sec): 2 clusters
  Score: Raw -3790497.673934 + Penalty 1685.198991 = -3788812.474943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68692.310000 sec): 3 clusters
  Score: Raw -3770834.646886 + Penalty 3370.397982 = -3767464.248904
  nChanged 14740
		SP:Iteration 1F (68692.710000 sec): 3 clusters
  Score: Raw -3778797.630617 + Penalty 3370.397982 = -3775427.232635
  nChanged 1406
		SP:Iteration 2Q (68693.050000 sec): 3 clusters
  Score: Raw -3779273.547944 + Penalty 3370.397982 = -3775903.149963
  nChanged 1449
		SP:Iteration 3Q (68693.390000 sec): 3 clusters
  Score: Raw -3779796.917054 + Penalty 3370.397982 = -3776426.519072
  nChanged 1562
		SP:Iteration 4Q (68693.770000 sec): 3 clusters
  Score: Raw -3780465.836730 + Penalty 3370.397982 = -3777095.438748
  nChanged 1682
		SP:Iteration 5F (68694.110000 sec): 3 clusters
  Score: Raw -3781316.976169 + Penalty 3370.397982 = -3777946.578188
  nChanged 1802
		SP:Iteration 6F (68694.470000 sec): 3 clusters
  Score: Raw -3782364.575367 + Penalty 3370.397982 = -3778994.177385
  nChanged 1908
		SP:Iteration 7F (68694.810000 sec): 3 clusters
  Score: Raw -3783607.510902 + Penalty 3370.397982 = -3780237.112921
  nChanged 1897
		SP:Iteration 8F (68695.190000 sec): 3 clusters
  Score: Raw -3784969.253965 + Penalty 3370.397982 = -3781598.855983
  nChanged 1779
		SP:Iteration 9F (68695.510000 sec): 3 clusters
  Score: Raw -3786286.978795 + Penalty 3370.397982 = -3782916.580814
  nChanged 1461
		SP:Iteration 10Q (68695.880000 sec): 3 clusters
  Score: Raw -3787463.460456 + Penalty 3370.397982 = -3784093.062474
  nChanged 1163
		SP:Iteration 11Q (68696.200000 sec): 3 clusters
  Score: Raw -3788396.285960 + Penalty 3370.397982 = -3785025.887978
  nChanged 850
		SP:Iteration 12Q (68696.500000 sec): 3 clusters
  Score: Raw -3789071.514334 + Penalty 3370.397982 = -3785701.116353
  nChanged 611
		SP:Iteration 13Q (68696.830000 sec): 3 clusters
  Score: Raw -3789529.810323 + Penalty 3370.397982 = -3786159.412341
  nChanged 459
		SP:Iteration 14Q (68697.150000 sec): 3 clusters
  Score: Raw -3789849.396939 + Penalty 3370.397982 = -3786478.998957
  nChanged 345
		SP:Iteration 15Q (68697.500000 sec): 3 clusters
  Score: Raw -3790066.611715 + Penalty 3370.397982 = -3786696.213733
  nChanged 243
		SP:Iteration 16Q (68697.820000 sec): 3 clusters
  Score: Raw -3790221.064297 + Penalty 3370.397982 = -3786850.666316
  nChanged 178
		SP:Iteration 17Q (68698.180000 sec): 3 clusters
  Score: Raw -3790331.297426 + Penalty 3370.397982 = -3786960.899445
  nChanged 147
		SP:Iteration 18Q (68698.480000 sec): 3 clusters
  Score: Raw -3790417.221138 + Penalty 3370.397982 = -3787046.823157
  nChanged 122
		SP:Iteration 19Q (68698.780000 sec): 3 clusters
  Score: Raw -3790485.605836 + Penalty 3370.397982 = -3787115.207855
  nChanged 95
		SP:Iteration 20F (68699.130000 sec): 3 clusters
  Score: Raw -3790536.993292 + Penalty 3370.397982 = -3787166.595310
  nChanged 74
		SP:Iteration 21Q (68699.440000 sec): 3 clusters
  Score: Raw -3790577.521651 + Penalty 3370.397982 = -3787207.123670
  nChanged 74
		SP:Iteration 22Q (68699.790000 sec): 3 clusters
  Score: Raw -3790620.865897 + Penalty 3370.397982 = -3787250.467915
  nChanged 65
		SP:Iteration 23Q (68700.090000 sec): 3 clusters
  Score: Raw -3790658.225511 + Penalty 3370.397982 = -3787287.827530
  nChanged 43
		SP:Iteration 24Q (68700.400000 sec): 3 clusters
  Score: Raw -3790679.264300 + Penalty 3370.397982 = -3787308.866319
  nChanged 26
		SP:Iteration 25Q (68700.750000 sec): 3 clusters
  Score: Raw -3790689.280726 + Penalty 3370.397982 = -3787318.882744
  nChanged 16
		SP:Iteration 26Q (68701.070000 sec): 3 clusters
  Score: Raw -3790696.835052 + Penalty 3370.397982 = -3787326.437071
  nChanged 11
		SP:Iteration 27Q (68701.360000 sec): 3 clusters
  Score: Raw -3790701.087892 + Penalty 3370.397982 = -3787330.689910
  nChanged 7
		SP:Iteration 28Q (68701.690000 sec): 3 clusters
  Score: Raw -3790705.005864 + Penalty 3370.397982 = -3787334.607882
  nChanged 8
		SP:Iteration 29Q (68702.000000 sec): 3 clusters
  Score: Raw -3790708.209907 + Penalty 3370.397982 = -3787337.811925
  nChanged 5
		SP:Iteration 30Q (68702.290000 sec): 3 clusters
  Score: Raw -3790710.338418 + Penalty 3370.397982 = -3787339.940436
  nChanged 4
		SP:Iteration 31Q (68702.620000 sec): 3 clusters
  Score: Raw -3790712.075820 + Penalty 3370.397982 = -3787341.677838
  nChanged 3
		SP:Iteration 32Q (68702.870000 sec): 3 clusters
  Score: Raw -3790713.572297 + Penalty 3370.397982 = -3787343.174315
  nChanged 5
		SP:Iteration 33Q (68703.210000 sec): 3 clusters
  Score: Raw -3790716.018790 + Penalty 3370.397982 = -3787345.620808
  nChanged 6
		SP:Iteration 34Q (68703.470000 sec): 3 clusters
  Score: Raw -3790719.849694 + Penalty 3370.397982 = -3787349.451712
  nChanged 10
		SP:Iteration 35Q (68703.740000 sec): 3 clusters
  Score: Raw -3790724.761727 + Penalty 3370.397982 = -3787354.363745
  nChanged 7
		SP:Iteration 36Q (68704.040000 sec): 3 clusters
  Score: Raw -3790728.479836 + Penalty 3370.397982 = -3787358.081854
  nChanged 8
		SP:Iteration 37Q (68704.350000 sec): 3 clusters
  Score: Raw -3790731.984438 + Penalty 3370.397982 = -3787361.586456
  nChanged 7
		SP:Iteration 38Q (68704.620000 sec): 3 clusters
  Score: Raw -3790734.754241 + Penalty 3370.397982 = -3787364.356260
  nChanged 8
		SP:Iteration 39Q (68704.940000 sec): 3 clusters
  Score: Raw -3790738.468019 + Penalty 3370.397982 = -3787368.070038
  nChanged 5
		SP:Iteration 40F (68705.260000 sec): 3 clusters
  Score: Raw -3790740.367078 + Penalty 3370.397982 = -3787369.969097
  nChanged 6
		SP:Iteration 41Q (68705.550000 sec): 3 clusters
  Score: Raw -3790743.115894 + Penalty 3370.397982 = -3787372.717913
  nChanged 8
		SP:Iteration 42Q (68705.800000 sec): 3 clusters
  Score: Raw -3790749.216194 + Penalty 3370.397982 = -3787378.818212
  nChanged 15
		SP:Iteration 43Q (68706.140000 sec): 3 clusters
  Score: Raw -3790758.437033 + Penalty 3370.397982 = -3787388.039051
  nChanged 8
		SP:Iteration 44Q (68706.420000 sec): 3 clusters
  Score: Raw -3790763.117538 + Penalty 3370.397982 = -3787392.719556
  nChanged 7
		SP:Iteration 45Q (68706.750000 sec): 3 clusters
  Score: Raw -3790767.424774 + Penalty 3370.397982 = -3787397.026792
  nChanged 4
		SP:Iteration 46Q (68707.100000 sec): 3 clusters
  Score: Raw -3790769.066095 + Penalty 3370.397982 = -3787398.668113
  nChanged 2
		SP:Iteration 47Q (68707.440000 sec): 3 clusters
  Score: Raw -3790770.144078 + Penalty 3370.397982 = -3787399.746096
  nChanged 2
		SP:Iteration 48Q (68707.770000 sec): 3 clusters
  Score: Raw -3790771.085954 + Penalty 3370.397982 = -3787400.687973
  nChanged 3
		SP:Iteration 49Q (68708.070000 sec): 3 clusters
  Score: Raw -3790772.166927 + Penalty 3370.397982 = -3787401.768945
  nChanged 0
		SP:Iteration 50F (68708.370000 sec): 3 clusters
  Score: Raw -3790772.166927 + Penalty 3370.397982 = -3787401.768945
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (60615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68708.800000 sec): 2 clusters
  Score: Raw -7444247.387459 + Penalty 1789.498371 = -7442457.889089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68709.260000 sec): 3 clusters
  Score: Raw -7405328.681359 + Penalty 3578.996742 = -7401749.684617
  nChanged 28754
		SP:Iteration 1F (68709.750000 sec): 3 clusters
  Score: Raw -7422031.261219 + Penalty 3578.996742 = -7418452.264477
  nChanged 2558
		SP:Iteration 2Q (68710.220000 sec): 3 clusters
  Score: Raw -7422914.416075 + Penalty 3578.996742 = -7419335.419334
  nChanged 2808
		SP:Iteration 3Q (68710.700000 sec): 3 clusters
  Score: Raw -7424051.152616 + Penalty 3578.996742 = -7420472.155875
  nChanged 3085
		SP:Iteration 4F (68711.150000 sec): 3 clusters
  Score: Raw -7425607.932805 + Penalty 3578.996742 = -7422028.936064
  nChanged 3414
		SP:Iteration 5F (68711.610000 sec): 3 clusters
  Score: Raw -7427656.329686 + Penalty 3578.996742 = -7424077.332945
  nChanged 3565
		SP:Iteration 6F (68712.100000 sec): 3 clusters
  Score: Raw -7429955.866567 + Penalty 3578.996742 = -7426376.869826
  nChanged 3433
		SP:Iteration 7F (68712.520000 sec): 3 clusters
  Score: Raw -7432364.067158 + Penalty 3578.996742 = -7428785.070417
  nChanged 3169
		SP:Iteration 8F (68713.000000 sec): 3 clusters
  Score: Raw -7434653.047664 + Penalty 3578.996742 = -7431074.050922
  nChanged 2714
		SP:Iteration 9Q (68713.480000 sec): 3 clusters
  Score: Raw -7436340.116510 + Penalty 3578.996742 = -7432761.119768
  nChanged 2079
		SP:Iteration 10Q (68713.910000 sec): 3 clusters
  Score: Raw -7437388.818008 + Penalty 3578.996742 = -7433809.821266
  nChanged 1489
		SP:Iteration 11Q (68714.400000 sec): 3 clusters
  Score: Raw -7438014.122543 + Penalty 3578.996742 = -7434435.125801
  nChanged 1190
		SP:Iteration 12Q (68714.930000 sec): 3 clusters
  Score: Raw -7438496.384821 + Penalty 3578.996742 = -7434917.388079
  nChanged 1129
		SP:Iteration 13Q (68715.340000 sec): 3 clusters
  Score: Raw -7438959.559276 + Penalty 3578.996742 = -7435380.562534
  nChanged 1090
		SP:Iteration 14Q (68715.790000 sec): 3 clusters
  Score: Raw -7439401.151317 + Penalty 3578.996742 = -7435822.154575
  nChanged 1065
		SP:Iteration 15Q (68716.230000 sec): 3 clusters
  Score: Raw -7439843.236325 + Penalty 3578.996742 = -7436264.239584
  nChanged 1062
		SP:Iteration 16Q (68716.660000 sec): 3 clusters
  Score: Raw -7440303.012357 + Penalty 3578.996742 = -7436724.015615
  nChanged 1005
		SP:Iteration 17Q (68717.080000 sec): 3 clusters
  Score: Raw -7440752.599010 + Penalty 3578.996742 = -7437173.602269
  nChanged 950
		SP:Iteration 18Q (68717.550000 sec): 3 clusters
  Score: Raw -7441185.798709 + Penalty 3578.996742 = -7437606.801967
  nChanged 927
		SP:Iteration 19Q (68717.990000 sec): 3 clusters
  Score: Raw -7441649.314669 + Penalty 3578.996742 = -7438070.317927
  nChanged 906
		SP:Iteration 20F (68718.480000 sec): 3 clusters
  Score: Raw -7442153.277895 + Penalty 3578.996742 = -7438574.281153
  nChanged 811
		SP:Iteration 21Q (68718.920000 sec): 3 clusters
  Score: Raw -7442602.421105 + Penalty 3578.996742 = -7439023.424363
  nChanged 716
		SP:Iteration 22Q (68719.340000 sec): 3 clusters
  Score: Raw -7443029.965858 + Penalty 3578.996742 = -7439450.969117
  nChanged 610
		SP:Iteration 23Q (68719.750000 sec): 3 clusters
  Score: Raw -7443404.168979 + Penalty 3578.996742 = -7439825.172237
  nChanged 476
		SP:Iteration 24Q (68720.160000 sec): 3 clusters
  Score: Raw -7443702.077547 + Penalty 3578.996742 = -7440123.080806
  nChanged 378
		SP:Iteration 25Q (68720.600000 sec): 3 clusters
  Score: Raw -7443949.336315 + Penalty 3578.996742 = -7440370.339574
  nChanged 313
		SP:Iteration 26Q (68720.960000 sec): 3 clusters
  Score: Raw -7444160.630569 + Penalty 3578.996742 = -7440581.633827
  nChanged 237
		SP:Iteration 27Q (68721.340000 sec): 3 clusters
  Score: Raw -7444346.409665 + Penalty 3578.996742 = -7440767.412924
  nChanged 163
		SP:Iteration 28Q (68721.740000 sec): 3 clusters
  Score: Raw -7444515.745734 + Penalty 3578.996742 = -7440936.748993
  nChanged 126
		SP:Iteration 29Q (68722.230000 sec): 3 clusters
  Score: Raw -7444653.410618 + Penalty 3578.996742 = -7441074.413877
  nChanged 96
		SP:Iteration 30Q (68722.640000 sec): 3 clusters
  Score: Raw -7444726.099842 + Penalty 3578.996742 = -7441147.103101
  nChanged 82
		SP:Iteration 31Q (68723.090000 sec): 3 clusters
  Score: Raw -7444773.362879 + Penalty 3578.996742 = -7441194.366138
  nChanged 56
		SP:Iteration 32Q (68723.480000 sec): 3 clusters
  Score: Raw -7444804.526806 + Penalty 3578.996742 = -7441225.530064
  nChanged 52
		SP:Iteration 33Q (68723.840000 sec): 3 clusters
  Score: Raw -7444829.641226 + Penalty 3578.996742 = -7441250.644485
  nChanged 37
		SP:Iteration 34Q (68724.270000 sec): 3 clusters
  Score: Raw -7444844.905355 + Penalty 3578.996742 = -7441265.908614
  nChanged 23
		SP:Iteration 35Q (68724.680000 sec): 3 clusters
  Score: Raw -7444853.640222 + Penalty 3578.996742 = -7441274.643480
  nChanged 12
		SP:Iteration 36Q (68725.150000 sec): 3 clusters
  Score: Raw -7444857.526347 + Penalty 3578.996742 = -7441278.529606
  nChanged 8
		SP:Iteration 37Q (68725.590000 sec): 3 clusters
  Score: Raw -7444860.566364 + Penalty 3578.996742 = -7441281.569623
  nChanged 7
		SP:Iteration 38Q (68726.020000 sec): 3 clusters
  Score: Raw -7444863.032388 + Penalty 3578.996742 = -7441284.035647
  nChanged 8
		SP:Iteration 39Q (68726.460000 sec): 3 clusters
  Score: Raw -7444866.877217 + Penalty 3578.996742 = -7441287.880476
  nChanged 7
		SP:Iteration 40F (68726.880000 sec): 3 clusters
  Score: Raw -7444869.664182 + Penalty 3578.996742 = -7441290.667440
  nChanged 4
		SP:Iteration 41Q (68727.320000 sec): 3 clusters
  Score: Raw -7444870.504141 + Penalty 3578.996742 = -7441291.507400
  nChanged 3
		SP:Iteration 42Q (68727.740000 sec): 3 clusters
  Score: Raw -7444871.636420 + Penalty 3578.996742 = -7441292.639679
  nChanged 6
		SP:Iteration 43Q (68728.140000 sec): 3 clusters
  Score: Raw -7444873.495598 + Penalty 3578.996742 = -7441294.498857
  nChanged 5
		SP:Iteration 44Q (68728.580000 sec): 3 clusters
  Score: Raw -7444874.650936 + Penalty 3578.996742 = -7441295.654195
  nChanged 2
		SP:Iteration 45Q (68729.030000 sec): 3 clusters
  Score: Raw -7444875.055005 + Penalty 3578.996742 = -7441296.058264
  nChanged 4
		SP:Iteration 46Q (68729.450000 sec): 3 clusters
  Score: Raw -7444876.163410 + Penalty 3578.996742 = -7441297.166668
  nChanged 5
		SP:Iteration 47Q (68729.870000 sec): 3 clusters
  Score: Raw -7444877.626032 + Penalty 3578.996742 = -7441298.629291
  nChanged 3
		SP:Iteration 48Q (68730.260000 sec): 3 clusters
  Score: Raw -7444878.636155 + Penalty 3578.996742 = -7441299.639413
  nChanged 3
		SP:Iteration 49Q (68730.710000 sec): 3 clusters
  Score: Raw -7444879.634733 + Penalty 3578.996742 = -7441300.637992
  nChanged 2
		SP:Iteration 50Q (68731.180000 sec): 3 clusters
  Score: Raw -7444879.937540 + Penalty 3578.996742 = -7441300.940798
  nChanged 1
		SP:Iteration 51Q (68731.660000 sec): 3 clusters
  Score: Raw -7444880.211612 + Penalty 3578.996742 = -7441301.214871
  nChanged 1
		SP:Iteration 52Q (68732.140000 sec): 3 clusters
  Score: Raw -7444880.587801 + Penalty 3578.996742 = -7441301.591060
  nChanged 1
		SP:Iteration 53Q (68732.610000 sec): 3 clusters
  Score: Raw -7444880.956820 + Penalty 3578.996742 = -7441301.960078
  nChanged 1
		SP:Iteration 54Q (68733.080000 sec): 3 clusters
  Score: Raw -7444881.513006 + Penalty 3578.996742 = -7441302.516265
  nChanged 1
		SP:Iteration 55Q (68733.540000 sec): 3 clusters
  Score: Raw -7444882.069225 + Penalty 3578.996742 = -7441303.072483
  nChanged 3
		SP:Iteration 56Q (68734.000000 sec): 3 clusters
  Score: Raw -7444883.358281 + Penalty 3578.996742 = -7441304.361540
  nChanged 2
		SP:Iteration 57Q (68734.450000 sec): 3 clusters
  Score: Raw -7444884.085129 + Penalty 3578.996742 = -7441305.088387
  nChanged 2
		SP:Iteration 58Q (68734.880000 sec): 3 clusters
  Score: Raw -7444884.885354 + Penalty 3578.996742 = -7441305.888613
  nChanged 1
		SP:Iteration 59Q (68735.300000 sec): 3 clusters
  Score: Raw -7444885.260373 + Penalty 3578.996742 = -7441306.263632
  nChanged 2
		SP:Iteration 60F (68735.830000 sec): 3 clusters
  Score: Raw -7444885.778140 + Penalty 3578.996742 = -7441306.781399
  nChanged 3
		SP:Iteration 61Q (68736.220000 sec): 3 clusters
  Score: Raw -7444886.787625 + Penalty 3578.996742 = -7441307.790883
  nChanged 4
		SP:Iteration 62Q (68736.730000 sec): 3 clusters
  Score: Raw -7444888.789594 + Penalty 3578.996742 = -7441309.792853
  nChanged 7
		SP:Iteration 63Q (68737.220000 sec): 3 clusters
  Score: Raw -7444891.634047 + Penalty 3578.996742 = -7441312.637306
  nChanged 4
		SP:Iteration 64Q (68737.710000 sec): 3 clusters
  Score: Raw -7444892.493924 + Penalty 3578.996742 = -7441313.497182
  nChanged 1
		SP:Iteration 65Q (68738.160000 sec): 3 clusters
  Score: Raw -7444892.816470 + Penalty 3578.996742 = -7441313.819728
  nChanged 0
		SP:Iteration 66F (68738.610000 sec): 3 clusters
  Score: Raw -7444892.816470 + Penalty 3578.996742 = -7441313.819728
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68738.730000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68738.880000 sec): 3 clusters
  Score: Raw -41256.605124 + Penalty 1910.264129 = -39346.340995
  nChanged 73
		SP:Iteration 1F (68739.050000 sec): 3 clusters
  Score: Raw -41371.857096 + Penalty 1910.264129 = -39461.592967
  nChanged 10
		SP:Iteration 2Q (68739.230000 sec): 3 clusters
  Score: Raw -41394.682451 + Penalty 1910.264129 = -39484.418322
  nChanged 3
		SP:Iteration 3Q (68739.440000 sec): 3 clusters
  Score: Raw -41403.922297 + Penalty 1910.264129 = -39493.658168
  nChanged 3
		SP:Iteration 4Q (68739.600000 sec): 3 clusters
  Score: Raw -41409.353614 + Penalty 1910.264129 = -39499.089485
  nChanged 2
		SP:Iteration 5Q (68739.770000 sec): 3 clusters
  Score: Raw -41413.006470 + Penalty 1910.264129 = -39502.742341
  nChanged 0
		SP:Iteration 6F (68739.930000 sec): 3 clusters
  Score: Raw -41413.006470 + Penalty 1910.264129 = -39502.742341
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (8470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68740.080000 sec): 2 clusters
  Score: Raw -1035394.602198 + Penalty 1469.696440 = -1033924.905757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68740.300000 sec): 3 clusters
  Score: Raw -1030577.221437 + Penalty 2939.392881 = -1027637.828556
  nChanged 3678
		SP:Iteration 1F (68740.530000 sec): 3 clusters
  Score: Raw -1032682.350786 + Penalty 2939.392881 = -1029742.957905
  nChanged 543
		SP:Iteration 2F (68740.740000 sec): 3 clusters
  Score: Raw -1032953.387657 + Penalty 2939.392881 = -1030013.994776
  nChanged 471
		SP:Iteration 3F (68740.940000 sec): 3 clusters
  Score: Raw -1033176.882380 + Penalty 2939.392881 = -1030237.489499
  nChanged 400
		SP:Iteration 4Q (68741.230000 sec): 3 clusters
  Score: Raw -1033347.469273 + Penalty 2939.392881 = -1030408.076392
  nChanged 363
		SP:Iteration 5Q (68741.410000 sec): 3 clusters
  Score: Raw -1033518.814461 + Penalty 2939.392881 = -1030579.421580
  nChanged 332
		SP:Iteration 6Q (68741.650000 sec): 3 clusters
  Score: Raw -1033679.757846 + Penalty 2939.392881 = -1030740.364965
  nChanged 342
		SP:Iteration 7Q (68741.850000 sec): 3 clusters
  Score: Raw -1033855.588726 + Penalty 2939.392881 = -1030916.195845
  nChanged 319
		SP:Iteration 8Q (68742.070000 sec): 3 clusters
  Score: Raw -1034040.678612 + Penalty 2939.392881 = -1031101.285731
  nChanged 331
		SP:Iteration 9Q (68742.300000 sec): 3 clusters
  Score: Raw -1034223.391438 + Penalty 2939.392881 = -1031283.998557
  nChanged 317
		SP:Iteration 10Q (68742.530000 sec): 3 clusters
  Score: Raw -1034412.417631 + Penalty 2939.392881 = -1031473.024750
  nChanged 293
		SP:Iteration 11Q (68742.740000 sec): 3 clusters
  Score: Raw -1034590.966146 + Penalty 2939.392881 = -1031651.573265
  nChanged 229
		SP:Iteration 12Q (68742.990000 sec): 3 clusters
  Score: Raw -1034709.663292 + Penalty 2939.392881 = -1031770.270411
  nChanged 181
		SP:Iteration 13Q (68743.210000 sec): 3 clusters
  Score: Raw -1034811.792597 + Penalty 2939.392881 = -1031872.399716
  nChanged 170
		SP:Iteration 14Q (68743.400000 sec): 3 clusters
  Score: Raw -1034915.485023 + Penalty 2939.392881 = -1031976.092142
  nChanged 136
		SP:Iteration 15Q (68743.590000 sec): 3 clusters
  Score: Raw -1034992.514559 + Penalty 2939.392881 = -1032053.121678
  nChanged 113
		SP:Iteration 16Q (68743.830000 sec): 3 clusters
  Score: Raw -1035056.772113 + Penalty 2939.392881 = -1032117.379232
  nChanged 103
		SP:Iteration 17Q (68744.040000 sec): 3 clusters
  Score: Raw -1035104.954567 + Penalty 2939.392881 = -1032165.561686
  nChanged 95
		SP:Iteration 18Q (68744.210000 sec): 3 clusters
  Score: Raw -1035146.520378 + Penalty 2939.392881 = -1032207.127497
  nChanged 74
		SP:Iteration 19Q (68744.470000 sec): 3 clusters
  Score: Raw -1035181.593989 + Penalty 2939.392881 = -1032242.201109
  nChanged 72
		SP:Iteration 20F (68744.640000 sec): 3 clusters
  Score: Raw -1035228.093098 + Penalty 2939.392881 = -1032288.700217
  nChanged 78
		SP:Iteration 21Q (68744.850000 sec): 3 clusters
  Score: Raw -1035279.473821 + Penalty 2939.392881 = -1032340.080940
  nChanged 76
		SP:Iteration 22Q (68745.030000 sec): 3 clusters
  Score: Raw -1035324.091159 + Penalty 2939.392881 = -1032384.698278
  nChanged 68
		SP:Iteration 23Q (68745.210000 sec): 3 clusters
  Score: Raw -1035367.326530 + Penalty 2939.392881 = -1032427.933649
  nChanged 61
		SP:Iteration 24Q (68745.410000 sec): 3 clusters
  Score: Raw -1035406.474633 + Penalty 2939.392881 = -1032467.081752
  nChanged 52
		SP:Iteration 25Q (68745.620000 sec): 3 clusters
  Score: Raw -1035438.834055 + Penalty 2939.392881 = -1032499.441174
  nChanged 39
		SP:Iteration 26Q (68745.820000 sec): 3 clusters
  Score: Raw -1035461.696393 + Penalty 2939.392881 = -1032522.303512
  nChanged 38
		SP:Iteration 27Q (68745.980000 sec): 3 clusters
  Score: Raw -1035477.975184 + Penalty 2939.392881 = -1032538.582303
  nChanged 30
		SP:Iteration 28Q (68746.230000 sec): 3 clusters
  Score: Raw -1035493.107646 + Penalty 2939.392881 = -1032553.714765
  nChanged 31
		SP:Iteration 29Q (68746.400000 sec): 3 clusters
  Score: Raw -1035509.577677 + Penalty 2939.392881 = -1032570.184796
  nChanged 25
		SP:Iteration 30Q (68746.670000 sec): 3 clusters
  Score: Raw -1035521.026299 + Penalty 2939.392881 = -1032581.633418
  nChanged 23
		SP:Iteration 31Q (68746.880000 sec): 3 clusters
  Score: Raw -1035531.808257 + Penalty 2939.392881 = -1032592.415376
  nChanged 13
		SP:Iteration 32Q (68747.090000 sec): 3 clusters
  Score: Raw -1035537.391454 + Penalty 2939.392881 = -1032597.998573
  nChanged 12
		SP:Iteration 33Q (68747.290000 sec): 3 clusters
  Score: Raw -1035544.460552 + Penalty 2939.392881 = -1032605.067671
  nChanged 9
		SP:Iteration 34Q (68747.540000 sec): 3 clusters
  Score: Raw -1035549.522735 + Penalty 2939.392881 = -1032610.129854
  nChanged 11
		SP:Iteration 35Q (68747.730000 sec): 3 clusters
  Score: Raw -1035555.194853 + Penalty 2939.392881 = -1032615.801972
  nChanged 10
		SP:Iteration 36Q (68747.890000 sec): 3 clusters
  Score: Raw -1035558.832934 + Penalty 2939.392881 = -1032619.440053
  nChanged 6
		SP:Iteration 37Q (68748.070000 sec): 3 clusters
  Score: Raw -1035561.126307 + Penalty 2939.392881 = -1032621.733426
  nChanged 5
		SP:Iteration 38Q (68748.270000 sec): 3 clusters
  Score: Raw -1035563.273486 + Penalty 2939.392881 = -1032623.880605
  nChanged 3
		SP:Iteration 39Q (68748.460000 sec): 3 clusters
  Score: Raw -1035564.517536 + Penalty 2939.392881 = -1032625.124655
  nChanged 5
		SP:Iteration 40F (68748.670000 sec): 3 clusters
  Score: Raw -1035566.887464 + Penalty 2939.392881 = -1032627.494583
  nChanged 2
		SP:Iteration 41Q (68748.910000 sec): 3 clusters
  Score: Raw -1035567.432641 + Penalty 2939.392881 = -1032628.039760
  nChanged 4
		SP:Iteration 42Q (68749.120000 sec): 3 clusters
  Score: Raw -1035569.302683 + Penalty 2939.392881 = -1032629.909802
  nChanged 7
		SP:Iteration 43Q (68749.350000 sec): 3 clusters
  Score: Raw -1035572.469816 + Penalty 2939.392881 = -1032633.076935
  nChanged 5
		SP:Iteration 44Q (68749.540000 sec): 3 clusters
  Score: Raw -1035575.505586 + Penalty 2939.392881 = -1032636.112705
  nChanged 6
		SP:Iteration 45Q (68749.800000 sec): 3 clusters
  Score: Raw -1035578.081870 + Penalty 2939.392881 = -1032638.688989
  nChanged 3
		SP:Iteration 46Q (68750.010000 sec): 3 clusters
  Score: Raw -1035579.405329 + Penalty 2939.392881 = -1032640.012448
  nChanged 5
		SP:Iteration 47Q (68750.210000 sec): 3 clusters
  Score: Raw -1035581.669367 + Penalty 2939.392881 = -1032642.276486
  nChanged 4
		SP:Iteration 48Q (68750.430000 sec): 3 clusters
  Score: Raw -1035583.902872 + Penalty 2939.392881 = -1032644.509991
  nChanged 5
		SP:Iteration 49Q (68750.650000 sec): 3 clusters
  Score: Raw -1035586.252323 + Penalty 2939.392881 = -1032646.859442
  nChanged 6
		SP:Iteration 50Q (68750.890000 sec): 3 clusters
  Score: Raw -1035590.129480 + Penalty 2939.392881 = -1032650.736599
  nChanged 8
		SP:Iteration 51Q (68751.130000 sec): 3 clusters
  Score: Raw -1035594.084502 + Penalty 2939.392881 = -1032654.691621
  nChanged 5
		SP:Iteration 52Q (68751.330000 sec): 3 clusters
  Score: Raw -1035596.032780 + Penalty 2939.392881 = -1032656.639899
  nChanged 4
		SP:Iteration 53Q (68751.550000 sec): 3 clusters
  Score: Raw -1035598.225151 + Penalty 2939.392881 = -1032658.832270
  nChanged 4
		SP:Iteration 54Q (68751.730000 sec): 3 clusters
  Score: Raw -1035599.841442 + Penalty 2939.392881 = -1032660.448561
  nChanged 4
		SP:Iteration 55Q (68751.960000 sec): 3 clusters
  Score: Raw -1035601.902784 + Penalty 2939.392881 = -1032662.509903
  nChanged 2
		SP:Iteration 56Q (68752.170000 sec): 3 clusters
  Score: Raw -1035603.573689 + Penalty 2939.392881 = -1032664.180808
  nChanged 2
		SP:Iteration 57Q (68752.370000 sec): 3 clusters
  Score: Raw -1035604.533293 + Penalty 2939.392881 = -1032665.140412
  nChanged 2
		SP:Iteration 58Q (68752.550000 sec): 3 clusters
  Score: Raw -1035605.127185 + Penalty 2939.392881 = -1032665.734304
  nChanged 1
		SP:Iteration 59Q (68752.750000 sec): 3 clusters
  Score: Raw -1035605.605853 + Penalty 2939.392881 = -1032666.212973
  nChanged 1
		SP:Iteration 60F (68753.010000 sec): 3 clusters
  Score: Raw -1035605.991818 + Penalty 2939.392881 = -1032666.598937
  nChanged 2
		SP:Iteration 61Q (68753.210000 sec): 3 clusters
  Score: Raw -1035606.878229 + Penalty 2939.392881 = -1032667.485348
  nChanged 0
		SP:Iteration 62F (68753.470000 sec): 3 clusters
  Score: Raw -1035606.878229 + Penalty 2939.392881 = -1032667.485348
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68753.570000 sec): 2 clusters
  Score: Raw -855623.218086 + Penalty 1445.562073 = -854177.656013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68753.800000 sec): 3 clusters
  Score: Raw -851544.435597 + Penalty 2891.124146 = -848653.311451
  nChanged 3125
		SP:Iteration 1F (68754.040000 sec): 3 clusters
  Score: Raw -853203.433154 + Penalty 2891.124146 = -850312.309007
  nChanged 471
		SP:Iteration 2F (68754.270000 sec): 3 clusters
  Score: Raw -853388.170954 + Penalty 2891.124146 = -850497.046808
  nChanged 327
		SP:Iteration 3Q (68754.490000 sec): 3 clusters
  Score: Raw -853525.610629 + Penalty 2891.124146 = -850634.486483
  nChanged 290
		SP:Iteration 4Q (68754.700000 sec): 3 clusters
  Score: Raw -853643.449971 + Penalty 2891.124146 = -850752.325825
  nChanged 273
		SP:Iteration 5Q (68754.980000 sec): 3 clusters
  Score: Raw -853758.426433 + Penalty 2891.124146 = -850867.302287
  nChanged 273
		SP:Iteration 6Q (68755.220000 sec): 3 clusters
  Score: Raw -853873.807469 + Penalty 2891.124146 = -850982.683323
  nChanged 248
		SP:Iteration 7Q (68755.420000 sec): 3 clusters
  Score: Raw -853988.229831 + Penalty 2891.124146 = -851097.105685
  nChanged 226
		SP:Iteration 8Q (68755.660000 sec): 3 clusters
  Score: Raw -854099.958771 + Penalty 2891.124146 = -851208.834625
  nChanged 242
		SP:Iteration 9Q (68755.870000 sec): 3 clusters
  Score: Raw -854225.215954 + Penalty 2891.124146 = -851334.091808
  nChanged 231
		SP:Iteration 10Q (68756.050000 sec): 3 clusters
  Score: Raw -854352.173408 + Penalty 2891.124146 = -851461.049262
  nChanged 246
		SP:Iteration 11Q (68756.240000 sec): 3 clusters
  Score: Raw -854492.161615 + Penalty 2891.124146 = -851601.037469
  nChanged 259
		SP:Iteration 12Q (68756.440000 sec): 3 clusters
  Score: Raw -854620.358488 + Penalty 2891.124146 = -851729.234342
  nChanged 246
		SP:Iteration 13Q (68756.640000 sec): 3 clusters
  Score: Raw -854756.782815 + Penalty 2891.124146 = -851865.658669
  nChanged 226
		SP:Iteration 14Q (68756.880000 sec): 3 clusters
  Score: Raw -854883.034257 + Penalty 2891.124146 = -851991.910111
  nChanged 220
		SP:Iteration 15Q (68757.110000 sec): 3 clusters
  Score: Raw -854989.057661 + Penalty 2891.124146 = -852097.933515
  nChanged 181
		SP:Iteration 16Q (68757.300000 sec): 3 clusters
  Score: Raw -855078.092155 + Penalty 2891.124146 = -852186.968008
  nChanged 139
		SP:Iteration 17Q (68757.550000 sec): 3 clusters
  Score: Raw -855131.939045 + Penalty 2891.124146 = -852240.814899
  nChanged 121
		SP:Iteration 18Q (68757.770000 sec): 3 clusters
  Score: Raw -855180.280738 + Penalty 2891.124146 = -852289.156591
  nChanged 109
		SP:Iteration 19Q (68758.000000 sec): 3 clusters
  Score: Raw -855216.287638 + Penalty 2891.124146 = -852325.163492
  nChanged 97
		SP:Iteration 20F (68758.210000 sec): 3 clusters
  Score: Raw -855247.788683 + Penalty 2891.124146 = -852356.664536
  nChanged 84
		SP:Iteration 21Q (68758.430000 sec): 3 clusters
  Score: Raw -855279.450292 + Penalty 2891.124146 = -852388.326145
  nChanged 79
		SP:Iteration 22Q (68758.630000 sec): 3 clusters
  Score: Raw -855315.116324 + Penalty 2891.124146 = -852423.992178
  nChanged 93
		SP:Iteration 23Q (68758.840000 sec): 3 clusters
  Score: Raw -855354.022316 + Penalty 2891.124146 = -852462.898169
  nChanged 85
		SP:Iteration 24Q (68759.110000 sec): 3 clusters
  Score: Raw -855390.024233 + Penalty 2891.124146 = -852498.900087
  nChanged 81
		SP:Iteration 25Q (68759.290000 sec): 3 clusters
  Score: Raw -855423.458513 + Penalty 2891.124146 = -852532.334367
  nChanged 81
		SP:Iteration 26Q (68759.490000 sec): 3 clusters
  Score: Raw -855461.608094 + Penalty 2891.124146 = -852570.483948
  nChanged 87
		SP:Iteration 27Q (68759.680000 sec): 3 clusters
  Score: Raw -855504.194314 + Penalty 2891.124146 = -852613.070168
  nChanged 95
		SP:Iteration 28Q (68759.880000 sec): 3 clusters
  Score: Raw -855556.083475 + Penalty 2891.124146 = -852664.959328
  nChanged 101
		SP:Iteration 29Q (68760.120000 sec): 3 clusters
  Score: Raw -855611.437112 + Penalty 2891.124146 = -852720.312965
  nChanged 75
		SP:Iteration 30Q (68760.320000 sec): 3 clusters
  Score: Raw -855640.748796 + Penalty 2891.124146 = -852749.624649
  nChanged 62
		SP:Iteration 31Q (68760.510000 sec): 3 clusters
  Score: Raw -855665.068752 + Penalty 2891.124146 = -852773.944606
  nChanged 56
		SP:Iteration 32Q (68760.750000 sec): 3 clusters
  Score: Raw -855686.845514 + Penalty 2891.124146 = -852795.721368
  nChanged 58
		SP:Iteration 33Q (68760.970000 sec): 3 clusters
  Score: Raw -855709.717346 + Penalty 2891.124146 = -852818.593199
  nChanged 52
		SP:Iteration 34Q (68761.240000 sec): 3 clusters
  Score: Raw -855731.236575 + Penalty 2891.124146 = -852840.112428
  nChanged 44
		SP:Iteration 35Q (68761.410000 sec): 3 clusters
  Score: Raw -855755.948914 + Penalty 2891.124146 = -852864.824768
  nChanged 50
		SP:Iteration 36Q (68761.590000 sec): 3 clusters
  Score: Raw -855784.615277 + Penalty 2891.124146 = -852893.491130
  nChanged 48
		SP:Iteration 37Q (68761.800000 sec): 3 clusters
  Score: Raw -855812.369423 + Penalty 2891.124146 = -852921.245277
  nChanged 44
		SP:Iteration 38Q (68761.990000 sec): 3 clusters
  Score: Raw -855839.053014 + Penalty 2891.124146 = -852947.928868
  nChanged 42
		SP:Iteration 39Q (68762.190000 sec): 3 clusters
  Score: Raw -855864.644725 + Penalty 2891.124146 = -852973.520579
  nChanged 45
		SP:Iteration 40F (68762.420000 sec): 3 clusters
  Score: Raw -855887.913447 + Penalty 2891.124146 = -852996.789301
  nChanged 28
		SP:Iteration 41Q (68762.630000 sec): 3 clusters
  Score: Raw -855902.688337 + Penalty 2891.124146 = -853011.564191
  nChanged 40
		SP:Iteration 42Q (68762.860000 sec): 3 clusters
  Score: Raw -855918.875129 + Penalty 2891.124146 = -853027.750983
  nChanged 22
		SP:Iteration 43Q (68763.110000 sec): 3 clusters
  Score: Raw -855930.512793 + Penalty 2891.124146 = -853039.388646
  nChanged 28
		SP:Iteration 44Q (68763.290000 sec): 3 clusters
  Score: Raw -855940.979039 + Penalty 2891.124146 = -853049.854892
  nChanged 20
		SP:Iteration 45Q (68763.440000 sec): 3 clusters
  Score: Raw -855947.375942 + Penalty 2891.124146 = -853056.251796
  nChanged 11
		SP:Iteration 46Q (68763.660000 sec): 3 clusters
  Score: Raw -855950.577295 + Penalty 2891.124146 = -853059.453149
  nChanged 8
		SP:Iteration 47Q (68763.840000 sec): 3 clusters
  Score: Raw -855953.347264 + Penalty 2891.124146 = -853062.223118
  nChanged 10
		SP:Iteration 48Q (68764.080000 sec): 3 clusters
  Score: Raw -855955.443882 + Penalty 2891.124146 = -853064.319736
  nChanged 5
		SP:Iteration 49Q (68764.270000 sec): 3 clusters
  Score: Raw -855956.496192 + Penalty 2891.124146 = -853065.372046
  nChanged 4
		SP:Iteration 50Q (68764.490000 sec): 3 clusters
  Score: Raw -855957.371259 + Penalty 2891.124146 = -853066.247112
  nChanged 3
		SP:Iteration 51Q (68764.700000 sec): 3 clusters
  Score: Raw -855958.306530 + Penalty 2891.124146 = -853067.182384
  nChanged 2
		SP:Iteration 52Q (68764.910000 sec): 3 clusters
  Score: Raw -855959.133462 + Penalty 2891.124146 = -853068.009316
  nChanged 2
		SP:Iteration 53Q (68765.070000 sec): 3 clusters
  Score: Raw -855959.665316 + Penalty 2891.124146 = -853068.541169
  nChanged 1
		SP:Iteration 54Q (68765.310000 sec): 3 clusters
  Score: Raw -855959.782122 + Penalty 2891.124146 = -853068.657975
  nChanged 0
		SP:Iteration 55F (68765.510000 sec): 3 clusters
  Score: Raw -855959.782122 + Penalty 2891.124146 = -853068.657975
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68765.640000 sec): 2 clusters
  Score: Raw -934488.419208 + Penalty 1485.445753 = -933002.973455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68765.860000 sec): 3 clusters
  Score: Raw -929269.478227 + Penalty 2970.891506 = -926298.586721
  nChanged 4009
		SP:Iteration 1F (68766.110000 sec): 3 clusters
  Score: Raw -931669.168010 + Penalty 2970.891506 = -928698.276505
  nChanged 673
		SP:Iteration 2F (68766.350000 sec): 3 clusters
  Score: Raw -932027.255079 + Penalty 2970.891506 = -929056.363573
  nChanged 552
		SP:Iteration 3F (68766.620000 sec): 3 clusters
  Score: Raw -932286.779473 + Penalty 2970.891506 = -929315.887967
  nChanged 420
		SP:Iteration 4Q (68766.920000 sec): 3 clusters
  Score: Raw -932469.619207 + Penalty 2970.891506 = -929498.727701
  nChanged 371
		SP:Iteration 5Q (68767.150000 sec): 3 clusters
  Score: Raw -932649.531684 + Penalty 2970.891506 = -929678.640178
  nChanged 401
		SP:Iteration 6Q (68767.370000 sec): 3 clusters
  Score: Raw -932851.659978 + Penalty 2970.891506 = -929880.768472
  nChanged 370
		SP:Iteration 7Q (68767.590000 sec): 3 clusters
  Score: Raw -933049.496311 + Penalty 2970.891506 = -930078.604806
  nChanged 374
		SP:Iteration 8Q (68767.800000 sec): 3 clusters
  Score: Raw -933255.408611 + Penalty 2970.891506 = -930284.517105
  nChanged 345
		SP:Iteration 9Q (68768.030000 sec): 3 clusters
  Score: Raw -933446.489518 + Penalty 2970.891506 = -930475.598012
  nChanged 316
		SP:Iteration 10Q (68768.280000 sec): 3 clusters
  Score: Raw -933630.387881 + Penalty 2970.891506 = -930659.496375
  nChanged 259
		SP:Iteration 11Q (68768.580000 sec): 3 clusters
  Score: Raw -933774.379642 + Penalty 2970.891506 = -930803.488137
  nChanged 226
		SP:Iteration 12Q (68768.760000 sec): 3 clusters
  Score: Raw -933920.685398 + Penalty 2970.891506 = -930949.793892
  nChanged 222
		SP:Iteration 13Q (68768.990000 sec): 3 clusters
  Score: Raw -934070.388859 + Penalty 2970.891506 = -931099.497353
  nChanged 176
		SP:Iteration 14Q (68769.230000 sec): 3 clusters
  Score: Raw -934173.784366 + Penalty 2970.891506 = -931202.892860
  nChanged 151
		SP:Iteration 15Q (68769.440000 sec): 3 clusters
  Score: Raw -934272.834572 + Penalty 2970.891506 = -931301.943066
  nChanged 127
		SP:Iteration 16Q (68769.670000 sec): 3 clusters
  Score: Raw -934361.782079 + Penalty 2970.891506 = -931390.890573
  nChanged 105
		SP:Iteration 17Q (68769.880000 sec): 3 clusters
  Score: Raw -934426.188703 + Penalty 2970.891506 = -931455.297197
  nChanged 78
		SP:Iteration 18Q (68770.090000 sec): 3 clusters
  Score: Raw -934481.391264 + Penalty 2970.891506 = -931510.499758
  nChanged 67
		SP:Iteration 19Q (68770.340000 sec): 3 clusters
  Score: Raw -934528.649027 + Penalty 2970.891506 = -931557.757522
  nChanged 51
		SP:Iteration 20F (68770.550000 sec): 3 clusters
  Score: Raw -934560.372918 + Penalty 2970.891506 = -931589.481412
  nChanged 48
		SP:Iteration 21Q (68770.750000 sec): 3 clusters
  Score: Raw -934592.393823 + Penalty 2970.891506 = -931621.502317
  nChanged 39
		SP:Iteration 22Q (68770.970000 sec): 3 clusters
  Score: Raw -934617.674485 + Penalty 2970.891506 = -931646.782979
  nChanged 27
		SP:Iteration 23Q (68771.160000 sec): 3 clusters
  Score: Raw -934633.763106 + Penalty 2970.891506 = -931662.871600
  nChanged 22
		SP:Iteration 24Q (68771.390000 sec): 3 clusters
  Score: Raw -934647.135669 + Penalty 2970.891506 = -931676.244164
  nChanged 18
		SP:Iteration 25Q (68771.630000 sec): 3 clusters
  Score: Raw -934657.475628 + Penalty 2970.891506 = -931686.584122
  nChanged 14
		SP:Iteration 26Q (68771.810000 sec): 3 clusters
  Score: Raw -934665.054755 + Penalty 2970.891506 = -931694.163249
  nChanged 10
		SP:Iteration 27Q (68772.090000 sec): 3 clusters
  Score: Raw -934671.039360 + Penalty 2970.891506 = -931700.147855
  nChanged 11
		SP:Iteration 28Q (68772.270000 sec): 3 clusters
  Score: Raw -934678.605505 + Penalty 2970.891506 = -931707.713999
  nChanged 7
		SP:Iteration 29Q (68772.480000 sec): 3 clusters
  Score: Raw -934682.487904 + Penalty 2970.891506 = -931711.596398
  nChanged 7
		SP:Iteration 30Q (68772.730000 sec): 3 clusters
  Score: Raw -934689.301090 + Penalty 2970.891506 = -931718.409584
  nChanged 6
		SP:Iteration 31Q (68772.940000 sec): 3 clusters
  Score: Raw -934693.876053 + Penalty 2970.891506 = -931722.984547
  nChanged 6
		SP:Iteration 32Q (68773.150000 sec): 3 clusters
  Score: Raw -934696.743847 + Penalty 2970.891506 = -931725.852341
  nChanged 3
		SP:Iteration 33Q (68773.400000 sec): 3 clusters
  Score: Raw -934698.209124 + Penalty 2970.891506 = -931727.317618
  nChanged 3
		SP:Iteration 34Q (68773.650000 sec): 3 clusters
  Score: Raw -934699.743024 + Penalty 2970.891506 = -931728.851519
  nChanged 3
		SP:Iteration 35Q (68773.850000 sec): 3 clusters
  Score: Raw -934701.918665 + Penalty 2970.891506 = -931731.027159
  nChanged 4
		SP:Iteration 36Q (68774.080000 sec): 3 clusters
  Score: Raw -934704.999121 + Penalty 2970.891506 = -931734.107615
  nChanged 4
		SP:Iteration 37Q (68774.340000 sec): 3 clusters
  Score: Raw -934708.689931 + Penalty 2970.891506 = -931737.798425
  nChanged 6
		SP:Iteration 38Q (68774.610000 sec): 3 clusters
  Score: Raw -934712.378252 + Penalty 2970.891506 = -931741.486746
  nChanged 5
		SP:Iteration 39Q (68774.810000 sec): 3 clusters
  Score: Raw -934714.904776 + Penalty 2970.891506 = -931744.013271
  nChanged 4
		SP:Iteration 40F (68775.030000 sec): 3 clusters
  Score: Raw -934717.916939 + Penalty 2970.891506 = -931747.025433
  nChanged 4
		SP:Iteration 41Q (68775.270000 sec): 3 clusters
  Score: Raw -934722.147453 + Penalty 2970.891506 = -931751.255947
  nChanged 2
		SP:Iteration 42Q (68775.480000 sec): 3 clusters
  Score: Raw -934723.472311 + Penalty 2970.891506 = -931752.580805
  nChanged 4
		SP:Iteration 43Q (68775.690000 sec): 3 clusters
  Score: Raw -934727.103594 + Penalty 2970.891506 = -931756.212089
  nChanged 1
		SP:Iteration 44Q (68775.920000 sec): 3 clusters
  Score: Raw -934727.849995 + Penalty 2970.891506 = -931756.958490
  nChanged 0
		SP:Iteration 45F (68776.190000 sec): 3 clusters
  Score: Raw -934727.849995 + Penalty 2970.891506 = -931756.958490
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (38646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68776.470000 sec): 2 clusters
  Score: Raw -4265327.554898 + Penalty 1716.357265 = -4263611.197632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68776.850000 sec): 3 clusters
  Score: Raw -4241281.819424 + Penalty 3432.714531 = -4237849.104894
  nChanged 17937
		SP:Iteration 1F (68777.210000 sec): 3 clusters
  Score: Raw -4251524.263980 + Penalty 3432.714531 = -4248091.549449
  nChanged 2115
		SP:Iteration 2F (68777.550000 sec): 3 clusters
  Score: Raw -4252554.439684 + Penalty 3432.714531 = -4249121.725153
  nChanged 2419
		SP:Iteration 3F (68777.930000 sec): 3 clusters
  Score: Raw -4253995.851598 + Penalty 3432.714531 = -4250563.137067
  nChanged 2796
		SP:Iteration 4F (68778.310000 sec): 3 clusters
  Score: Raw -4256090.201424 + Penalty 3432.714531 = -4252657.486893
  nChanged 3004
		SP:Iteration 5F (68778.670000 sec): 3 clusters
  Score: Raw -4258660.751905 + Penalty 3432.714531 = -4255228.037374
  nChanged 2809
		SP:Iteration 6F (68779.070000 sec): 3 clusters
  Score: Raw -4261252.835855 + Penalty 3432.714531 = -4257820.121325
  nChanged 2090
		SP:Iteration 7F (68779.430000 sec): 3 clusters
  Score: Raw -4263113.348527 + Penalty 3432.714531 = -4259680.633996
  nChanged 1319
		SP:Iteration 8Q (68779.740000 sec): 3 clusters
  Score: Raw -4264204.907580 + Penalty 3432.714531 = -4260772.193049
  nChanged 768
		SP:Iteration 9Q (68780.110000 sec): 3 clusters
  Score: Raw -4264794.584926 + Penalty 3432.714531 = -4261361.870395
  nChanged 441
		SP:Iteration 10Q (68780.450000 sec): 3 clusters
  Score: Raw -4265123.406080 + Penalty 3432.714531 = -4261690.691550
  nChanged 273
		SP:Iteration 11Q (68780.840000 sec): 3 clusters
  Score: Raw -4265310.556754 + Penalty 3432.714531 = -4261877.842223
  nChanged 174
		SP:Iteration 12Q (68781.150000 sec): 3 clusters
  Score: Raw -4265422.257893 + Penalty 3432.714531 = -4261989.543362
  nChanged 110
		SP:Iteration 13Q (68781.450000 sec): 3 clusters
  Score: Raw -4265494.709647 + Penalty 3432.714531 = -4262061.995116
  nChanged 69
		SP:Iteration 14Q (68781.770000 sec): 3 clusters
  Score: Raw -4265541.409390 + Penalty 3432.714531 = -4262108.694859
  nChanged 49
		SP:Iteration 15Q (68782.110000 sec): 3 clusters
  Score: Raw -4265573.884814 + Penalty 3432.714531 = -4262141.170284
  nChanged 28
		SP:Iteration 16Q (68782.410000 sec): 3 clusters
  Score: Raw -4265595.933888 + Penalty 3432.714531 = -4262163.219357
  nChanged 20
		SP:Iteration 17Q (68782.730000 sec): 3 clusters
  Score: Raw -4265607.528657 + Penalty 3432.714531 = -4262174.814126
  nChanged 8
		SP:Iteration 18Q (68783.050000 sec): 3 clusters
  Score: Raw -4265612.462157 + Penalty 3432.714531 = -4262179.747626
  nChanged 6
		SP:Iteration 19Q (68783.350000 sec): 3 clusters
  Score: Raw -4265615.950570 + Penalty 3432.714531 = -4262183.236039
  nChanged 8
		SP:Iteration 20F (68783.690000 sec): 3 clusters
  Score: Raw -4265620.047994 + Penalty 3432.714531 = -4262187.333463
  nChanged 4
		SP:Iteration 21Q (68784.010000 sec): 3 clusters
  Score: Raw -4265621.821207 + Penalty 3432.714531 = -4262189.106677
  nChanged 3
		SP:Iteration 22Q (68784.300000 sec): 3 clusters
  Score: Raw -4265623.167096 + Penalty 3432.714531 = -4262190.452566
  nChanged 0
		SP:Iteration 23F (68784.690000 sec): 3 clusters
  Score: Raw -4265623.167096 + Penalty 3432.714531 = -4262190.452566
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68784.830000 sec): 2 clusters
  Score: Raw -1171610.535677 + Penalty 1507.750758 = -1170102.784919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68785.080000 sec): 3 clusters
  Score: Raw -1165592.225037 + Penalty 3015.501515 = -1162576.723522
  nChanged 4551
		SP:Iteration 1F (68785.330000 sec): 3 clusters
  Score: Raw -1168149.823737 + Penalty 3015.501515 = -1165134.322221
  nChanged 689
		SP:Iteration 2F (68785.530000 sec): 3 clusters
  Score: Raw -1168480.669866 + Penalty 3015.501515 = -1165465.168351
  nChanged 570
		SP:Iteration 3F (68785.730000 sec): 3 clusters
  Score: Raw -1168739.657252 + Penalty 3015.501515 = -1165724.155736
  nChanged 489
		SP:Iteration 4Q (68786.020000 sec): 3 clusters
  Score: Raw -1168970.950425 + Penalty 3015.501515 = -1165955.448910
  nChanged 459
		SP:Iteration 5Q (68786.240000 sec): 3 clusters
  Score: Raw -1169201.408605 + Penalty 3015.501515 = -1166185.907089
  nChanged 471
		SP:Iteration 6Q (68786.460000 sec): 3 clusters
  Score: Raw -1169455.525103 + Penalty 3015.501515 = -1166440.023588
  nChanged 462
		SP:Iteration 7Q (68786.730000 sec): 3 clusters
  Score: Raw -1169706.249412 + Penalty 3015.501515 = -1166690.747897
  nChanged 425
		SP:Iteration 8Q (68786.980000 sec): 3 clusters
  Score: Raw -1169941.093262 + Penalty 3015.501515 = -1166925.591746
  nChanged 430
		SP:Iteration 9Q (68787.220000 sec): 3 clusters
  Score: Raw -1170191.910486 + Penalty 3015.501515 = -1167176.408970
  nChanged 401
		SP:Iteration 10Q (68787.420000 sec): 3 clusters
  Score: Raw -1170421.826175 + Penalty 3015.501515 = -1167406.324659
  nChanged 356
		SP:Iteration 11Q (68787.620000 sec): 3 clusters
  Score: Raw -1170629.795348 + Penalty 3015.501515 = -1167614.293833
  nChanged 336
		SP:Iteration 12Q (68787.820000 sec): 3 clusters
  Score: Raw -1170822.911574 + Penalty 3015.501515 = -1167807.410058
  nChanged 309
		SP:Iteration 13Q (68788.020000 sec): 3 clusters
  Score: Raw -1170988.451245 + Penalty 3015.501515 = -1167972.949729
  nChanged 254
		SP:Iteration 14Q (68788.250000 sec): 3 clusters
  Score: Raw -1171114.950175 + Penalty 3015.501515 = -1168099.448659
  nChanged 208
		SP:Iteration 15Q (68788.450000 sec): 3 clusters
  Score: Raw -1171207.567995 + Penalty 3015.501515 = -1168192.066480
  nChanged 184
		SP:Iteration 16Q (68788.640000 sec): 3 clusters
  Score: Raw -1171287.562990 + Penalty 3015.501515 = -1168272.061474
  nChanged 154
		SP:Iteration 17Q (68788.870000 sec): 3 clusters
  Score: Raw -1171345.184728 + Penalty 3015.501515 = -1168329.683213
  nChanged 146
		SP:Iteration 18Q (68789.130000 sec): 3 clusters
  Score: Raw -1171390.583422 + Penalty 3015.501515 = -1168375.081907
  nChanged 105
		SP:Iteration 19Q (68789.340000 sec): 3 clusters
  Score: Raw -1171413.755566 + Penalty 3015.501515 = -1168398.254050
  nChanged 92
		SP:Iteration 20F (68789.570000 sec): 3 clusters
  Score: Raw -1171437.004519 + Penalty 3015.501515 = -1168421.503003
  nChanged 81
		SP:Iteration 21Q (68789.800000 sec): 3 clusters
  Score: Raw -1171462.642652 + Penalty 3015.501515 = -1168447.141137
  nChanged 81
		SP:Iteration 22Q (68790.000000 sec): 3 clusters
  Score: Raw -1171482.825187 + Penalty 3015.501515 = -1168467.323672
  nChanged 60
		SP:Iteration 23Q (68790.290000 sec): 3 clusters
  Score: Raw -1171498.348252 + Penalty 3015.501515 = -1168482.846736
  nChanged 57
		SP:Iteration 24Q (68790.500000 sec): 3 clusters
  Score: Raw -1171512.099291 + Penalty 3015.501515 = -1168496.597775
  nChanged 56
		SP:Iteration 25Q (68790.770000 sec): 3 clusters
  Score: Raw -1171525.324506 + Penalty 3015.501515 = -1168509.822990
  nChanged 59
		SP:Iteration 26Q (68791.020000 sec): 3 clusters
  Score: Raw -1171539.335050 + Penalty 3015.501515 = -1168523.833534
  nChanged 54
		SP:Iteration 27Q (68791.260000 sec): 3 clusters
  Score: Raw -1171549.947372 + Penalty 3015.501515 = -1168534.445856
  nChanged 53
		SP:Iteration 28Q (68791.470000 sec): 3 clusters
  Score: Raw -1171562.189185 + Penalty 3015.501515 = -1168546.687670
  nChanged 46
		SP:Iteration 29Q (68791.650000 sec): 3 clusters
  Score: Raw -1171572.734045 + Penalty 3015.501515 = -1168557.232530
  nChanged 41
		SP:Iteration 30Q (68791.930000 sec): 3 clusters
  Score: Raw -1171581.047780 + Penalty 3015.501515 = -1168565.546265
  nChanged 44
		SP:Iteration 31Q (68792.140000 sec): 3 clusters
  Score: Raw -1171589.832898 + Penalty 3015.501515 = -1168574.331383
  nChanged 37
		SP:Iteration 32Q (68792.380000 sec): 3 clusters
  Score: Raw -1171596.986676 + Penalty 3015.501515 = -1168581.485160
  nChanged 29
		SP:Iteration 33Q (68792.610000 sec): 3 clusters
  Score: Raw -1171602.436705 + Penalty 3015.501515 = -1168586.935189
  nChanged 23
		SP:Iteration 34Q (68792.870000 sec): 3 clusters
  Score: Raw -1171606.072375 + Penalty 3015.501515 = -1168590.570859
  nChanged 15
		SP:Iteration 35Q (68793.100000 sec): 3 clusters
  Score: Raw -1171609.093128 + Penalty 3015.501515 = -1168593.591613
  nChanged 26
		SP:Iteration 36Q (68793.330000 sec): 3 clusters
  Score: Raw -1171614.482653 + Penalty 3015.501515 = -1168598.981138
  nChanged 22
		SP:Iteration 37Q (68793.580000 sec): 3 clusters
  Score: Raw -1171618.273081 + Penalty 3015.501515 = -1168602.771565
  nChanged 17
		SP:Iteration 38Q (68793.780000 sec): 3 clusters
  Score: Raw -1171620.936211 + Penalty 3015.501515 = -1168605.434695
  nChanged 12
		SP:Iteration 39Q (68794.010000 sec): 3 clusters
  Score: Raw -1171622.807662 + Penalty 3015.501515 = -1168607.306146
  nChanged 10
		SP:Iteration 40F (68794.230000 sec): 3 clusters
  Score: Raw -1171624.371576 + Penalty 3015.501515 = -1168608.870060
  nChanged 8
		SP:Iteration 41Q (68794.440000 sec): 3 clusters
  Score: Raw -1171625.542357 + Penalty 3015.501515 = -1168610.040842
  nChanged 5
		SP:Iteration 42Q (68794.690000 sec): 3 clusters
  Score: Raw -1171626.220801 + Penalty 3015.501515 = -1168610.719286
  nChanged 3
		SP:Iteration 43Q (68794.930000 sec): 3 clusters
  Score: Raw -1171626.657757 + Penalty 3015.501515 = -1168611.156242
  nChanged 3
		SP:Iteration 44Q (68795.160000 sec): 3 clusters
  Score: Raw -1171627.044669 + Penalty 3015.501515 = -1168611.543154
  nChanged 5
		SP:Iteration 45Q (68795.370000 sec): 3 clusters
  Score: Raw -1171627.940697 + Penalty 3015.501515 = -1168612.439182
  nChanged 5
		SP:Iteration 46Q (68795.600000 sec): 3 clusters
  Score: Raw -1171628.502890 + Penalty 3015.501515 = -1168613.001374
  nChanged 6
		SP:Iteration 47Q (68795.890000 sec): 3 clusters
  Score: Raw -1171629.153237 + Penalty 3015.501515 = -1168613.651722
  nChanged 6
		SP:Iteration 48Q (68796.090000 sec): 3 clusters
  Score: Raw -1171629.954541 + Penalty 3015.501515 = -1168614.453026
  nChanged 6
		SP:Iteration 49Q (68796.330000 sec): 3 clusters
  Score: Raw -1171630.687086 + Penalty 3015.501515 = -1168615.185571
  nChanged 3
		SP:Iteration 50Q (68796.600000 sec): 3 clusters
  Score: Raw -1171630.796830 + Penalty 3015.501515 = -1168615.295314
  nChanged 1
		SP:Iteration 51Q (68796.830000 sec): 3 clusters
  Score: Raw -1171630.920355 + Penalty 3015.501515 = -1168615.418840
  nChanged 0
		SP:Iteration 52F (68797.050000 sec): 3 clusters
  Score: Raw -1171630.920355 + Penalty 3015.501515 = -1168615.418840
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (18928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68797.210000 sec): 2 clusters
  Score: Raw -2178340.094445 + Penalty 1600.364608 = -2176739.729837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68797.550000 sec): 3 clusters
  Score: Raw -2166999.444492 + Penalty 3200.729216 = -2163798.715276
  nChanged 8422
		SP:Iteration 1F (68797.790000 sec): 3 clusters
  Score: Raw -2171410.364560 + Penalty 3200.729216 = -2168209.635344
  nChanged 869
		SP:Iteration 2Q (68798.100000 sec): 3 clusters
  Score: Raw -2171698.586452 + Penalty 3200.729216 = -2168497.857237
  nChanged 835
		SP:Iteration 3Q (68798.410000 sec): 3 clusters
  Score: Raw -2172001.632010 + Penalty 3200.729216 = -2168800.902794
  nChanged 801
		SP:Iteration 4Q (68798.710000 sec): 3 clusters
  Score: Raw -2172314.195617 + Penalty 3200.729216 = -2169113.466401
  nChanged 768
		SP:Iteration 5Q (68799.040000 sec): 3 clusters
  Score: Raw -2172635.043691 + Penalty 3200.729216 = -2169434.314476
  nChanged 792
		SP:Iteration 6Q (68799.340000 sec): 3 clusters
  Score: Raw -2173012.171884 + Penalty 3200.729216 = -2169811.442668
  nChanged 853
		SP:Iteration 7Q (68799.690000 sec): 3 clusters
  Score: Raw -2173483.608215 + Penalty 3200.729216 = -2170282.878999
  nChanged 977
		SP:Iteration 8F (68799.930000 sec): 3 clusters
  Score: Raw -2174061.830614 + Penalty 3200.729216 = -2170861.101399
  nChanged 1015
		SP:Iteration 9F (68800.250000 sec): 3 clusters
  Score: Raw -2174730.325365 + Penalty 3200.729216 = -2171529.596149
  nChanged 1106
		SP:Iteration 10F (68800.500000 sec): 3 clusters
  Score: Raw -2175505.961279 + Penalty 3200.729216 = -2172305.232063
  nChanged 1052
		SP:Iteration 11F (68800.780000 sec): 3 clusters
  Score: Raw -2176268.862826 + Penalty 3200.729216 = -2173068.133610
  nChanged 912
		SP:Iteration 12Q (68801.100000 sec): 3 clusters
  Score: Raw -2176825.644242 + Penalty 3200.729216 = -2173624.915027
  nChanged 724
		SP:Iteration 13Q (68801.340000 sec): 3 clusters
  Score: Raw -2177166.332381 + Penalty 3200.729216 = -2173965.603166
  nChanged 542
		SP:Iteration 14Q (68801.660000 sec): 3 clusters
  Score: Raw -2177377.705592 + Penalty 3200.729216 = -2174176.976377
  nChanged 377
		SP:Iteration 15Q (68801.910000 sec): 3 clusters
  Score: Raw -2177509.331438 + Penalty 3200.729216 = -2174308.602222
  nChanged 311
		SP:Iteration 16Q (68802.190000 sec): 3 clusters
  Score: Raw -2177602.371278 + Penalty 3200.729216 = -2174401.642062
  nChanged 244
		SP:Iteration 17Q (68802.490000 sec): 3 clusters
  Score: Raw -2177671.406870 + Penalty 3200.729216 = -2174470.677654
  nChanged 219
		SP:Iteration 18Q (68802.780000 sec): 3 clusters
  Score: Raw -2177725.020861 + Penalty 3200.729216 = -2174524.291645
  nChanged 173
		SP:Iteration 19Q (68803.100000 sec): 3 clusters
  Score: Raw -2177763.915592 + Penalty 3200.729216 = -2174563.186377
  nChanged 164
		SP:Iteration 20F (68803.380000 sec): 3 clusters
  Score: Raw -2177797.000601 + Penalty 3200.729216 = -2174596.271386
  nChanged 150
		SP:Iteration 21Q (68803.660000 sec): 3 clusters
  Score: Raw -2177825.875831 + Penalty 3200.729216 = -2174625.146616
  nChanged 130
		SP:Iteration 22Q (68803.970000 sec): 3 clusters
  Score: Raw -2177850.725967 + Penalty 3200.729216 = -2174649.996752
  nChanged 116
		SP:Iteration 23Q (68804.240000 sec): 3 clusters
  Score: Raw -2177872.606336 + Penalty 3200.729216 = -2174671.877120
  nChanged 113
		SP:Iteration 24Q (68804.510000 sec): 3 clusters
  Score: Raw -2177892.433108 + Penalty 3200.729216 = -2174691.703892
  nChanged 106
		SP:Iteration 25Q (68804.790000 sec): 3 clusters
  Score: Raw -2177914.823523 + Penalty 3200.729216 = -2174714.094308
  nChanged 111
		SP:Iteration 26Q (68805.050000 sec): 3 clusters
  Score: Raw -2177939.610371 + Penalty 3200.729216 = -2174738.881156
  nChanged 122
		SP:Iteration 27Q (68805.310000 sec): 3 clusters
  Score: Raw -2177966.277372 + Penalty 3200.729216 = -2174765.548157
  nChanged 125
		SP:Iteration 28Q (68805.620000 sec): 3 clusters
  Score: Raw -2177994.803509 + Penalty 3200.729216 = -2174794.074293
  nChanged 113
		SP:Iteration 29Q (68805.930000 sec): 3 clusters
  Score: Raw -2178019.557060 + Penalty 3200.729216 = -2174818.827844
  nChanged 99
		SP:Iteration 30Q (68806.170000 sec): 3 clusters
  Score: Raw -2178038.224128 + Penalty 3200.729216 = -2174837.494912
  nChanged 90
		SP:Iteration 31Q (68806.430000 sec): 3 clusters
  Score: Raw -2178055.685415 + Penalty 3200.729216 = -2174854.956200
  nChanged 99
		SP:Iteration 32Q (68806.710000 sec): 3 clusters
  Score: Raw -2178081.605006 + Penalty 3200.729216 = -2174880.875791
  nChanged 115
		SP:Iteration 33Q (68807.050000 sec): 3 clusters
  Score: Raw -2178120.804954 + Penalty 3200.729216 = -2174920.075739
  nChanged 121
		SP:Iteration 34Q (68807.320000 sec): 3 clusters
  Score: Raw -2178158.683584 + Penalty 3200.729216 = -2174957.954368
  nChanged 132
		SP:Iteration 35Q (68807.640000 sec): 3 clusters
  Score: Raw -2178203.901638 + Penalty 3200.729216 = -2175003.172423
  nChanged 151
		SP:Iteration 36Q (68807.930000 sec): 3 clusters
  Score: Raw -2178257.421694 + Penalty 3200.729216 = -2175056.692478
  nChanged 150
		SP:Iteration 37Q (68808.230000 sec): 3 clusters
  Score: Raw -2178323.126542 + Penalty 3200.729216 = -2175122.397326
  nChanged 157
		SP:Iteration 38Q (68808.560000 sec): 3 clusters
  Score: Raw -2178393.788635 + Penalty 3200.729216 = -2175193.059419
  nChanged 150
		SP:Iteration 39Q (68808.830000 sec): 3 clusters
  Score: Raw -2178454.295994 + Penalty 3200.729216 = -2175253.566778
  nChanged 149
		SP:Iteration 40F (68809.070000 sec): 3 clusters
  Score: Raw -2178519.274594 + Penalty 3200.729216 = -2175318.545379
  nChanged 155
		SP:Iteration 41Q (68809.300000 sec): 3 clusters
  Score: Raw -2178590.112828 + Penalty 3200.729216 = -2175389.383612
  nChanged 139
		SP:Iteration 42Q (68809.600000 sec): 3 clusters
  Score: Raw -2178642.220016 + Penalty 3200.729216 = -2175441.490801
  nChanged 114
		SP:Iteration 43Q (68809.880000 sec): 3 clusters
  Score: Raw -2178688.322059 + Penalty 3200.729216 = -2175487.592844
  nChanged 106
		SP:Iteration 44Q (68810.150000 sec): 3 clusters
  Score: Raw -2178720.387077 + Penalty 3200.729216 = -2175519.657861
  nChanged 79
		SP:Iteration 45Q (68810.360000 sec): 3 clusters
  Score: Raw -2178741.546601 + Penalty 3200.729216 = -2175540.817386
  nChanged 65
		SP:Iteration 46Q (68810.610000 sec): 3 clusters
  Score: Raw -2178754.821849 + Penalty 3200.729216 = -2175554.092633
  nChanged 57
		SP:Iteration 47Q (68810.960000 sec): 3 clusters
  Score: Raw -2178765.744694 + Penalty 3200.729216 = -2175565.015478
  nChanged 49
		SP:Iteration 48Q (68811.270000 sec): 3 clusters
  Score: Raw -2178773.556074 + Penalty 3200.729216 = -2175572.826858
  nChanged 40
		SP:Iteration 49Q (68811.590000 sec): 3 clusters
  Score: Raw -2178780.326030 + Penalty 3200.729216 = -2175579.596814
  nChanged 31
		SP:Iteration 50Q (68811.850000 sec): 3 clusters
  Score: Raw -2178784.874904 + Penalty 3200.729216 = -2175584.145689
  nChanged 24
		SP:Iteration 51Q (68812.170000 sec): 3 clusters
  Score: Raw -2178789.220098 + Penalty 3200.729216 = -2175588.490883
  nChanged 31
		SP:Iteration 52Q (68812.490000 sec): 3 clusters
  Score: Raw -2178793.882586 + Penalty 3200.729216 = -2175593.153371
  nChanged 31
		SP:Iteration 53Q (68812.870000 sec): 3 clusters
  Score: Raw -2178797.881887 + Penalty 3200.729216 = -2175597.152671
  nChanged 25
		SP:Iteration 54Q (68813.220000 sec): 3 clusters
  Score: Raw -2178801.658748 + Penalty 3200.729216 = -2175600.929532
  nChanged 18
		SP:Iteration 55Q (68813.530000 sec): 3 clusters
  Score: Raw -2178803.500985 + Penalty 3200.729216 = -2175602.771769
  nChanged 15
		SP:Iteration 56Q (68813.740000 sec): 3 clusters
  Score: Raw -2178805.302675 + Penalty 3200.729216 = -2175604.573460
  nChanged 13
		SP:Iteration 57Q (68814.030000 sec): 3 clusters
  Score: Raw -2178806.796035 + Penalty 3200.729216 = -2175606.066819
  nChanged 13
		SP:Iteration 58Q (68814.300000 sec): 3 clusters
  Score: Raw -2178807.953170 + Penalty 3200.729216 = -2175607.223954
  nChanged 12
		SP:Iteration 59Q (68814.590000 sec): 3 clusters
  Score: Raw -2178809.589201 + Penalty 3200.729216 = -2175608.859986
  nChanged 14
		SP:Iteration 60F (68814.900000 sec): 3 clusters
  Score: Raw -2178810.960415 + Penalty 3200.729216 = -2175610.231200
  nChanged 12
		SP:Iteration 61Q (68815.210000 sec): 3 clusters
  Score: Raw -2178812.351118 + Penalty 3200.729216 = -2175611.621902
  nChanged 12
		SP:Iteration 62Q (68815.510000 sec): 3 clusters
  Score: Raw -2178813.699095 + Penalty 3200.729216 = -2175612.969879
  nChanged 16
		SP:Iteration 63Q (68815.750000 sec): 3 clusters
  Score: Raw -2178815.413932 + Penalty 3200.729216 = -2175614.684716
  nChanged 16
		SP:Iteration 64Q (68816.040000 sec): 3 clusters
  Score: Raw -2178817.267126 + Penalty 3200.729216 = -2175616.537911
  nChanged 16
		SP:Iteration 65Q (68816.390000 sec): 3 clusters
  Score: Raw -2178820.001674 + Penalty 3200.729216 = -2175619.272458
  nChanged 16
		SP:Iteration 66Q (68816.660000 sec): 3 clusters
  Score: Raw -2178822.304996 + Penalty 3200.729216 = -2175621.575780
  nChanged 16
		SP:Iteration 67Q (68816.930000 sec): 3 clusters
  Score: Raw -2178824.236876 + Penalty 3200.729216 = -2175623.507661
  nChanged 8
		SP:Iteration 68Q (68817.220000 sec): 3 clusters
  Score: Raw -2178824.975956 + Penalty 3200.729216 = -2175624.246741
  nChanged 7
		SP:Iteration 69Q (68817.530000 sec): 3 clusters
  Score: Raw -2178825.508528 + Penalty 3200.729216 = -2175624.779312
  nChanged 5
		SP:Iteration 70Q (68817.850000 sec): 3 clusters
  Score: Raw -2178825.880818 + Penalty 3200.729216 = -2175625.151602
  nChanged 7
		SP:Iteration 71Q (68818.110000 sec): 3 clusters
  Score: Raw -2178826.517834 + Penalty 3200.729216 = -2175625.788618
  nChanged 4
		SP:Iteration 72Q (68818.460000 sec): 3 clusters
  Score: Raw -2178826.936349 + Penalty 3200.729216 = -2175626.207133
  nChanged 3
		SP:Iteration 73Q (68818.800000 sec): 3 clusters
  Score: Raw -2178827.411984 + Penalty 3200.729216 = -2175626.682769
  nChanged 8
		SP:Iteration 74Q (68819.050000 sec): 3 clusters
  Score: Raw -2178828.343332 + Penalty 3200.729216 = -2175627.614117
  nChanged 9
		SP:Iteration 75Q (68819.350000 sec): 3 clusters
  Score: Raw -2178829.892489 + Penalty 3200.729216 = -2175629.163274
  nChanged 10
		SP:Iteration 76Q (68819.650000 sec): 3 clusters
  Score: Raw -2178831.487698 + Penalty 3200.729216 = -2175630.758482
  nChanged 9
		SP:Iteration 77Q (68819.890000 sec): 3 clusters
  Score: Raw -2178832.640992 + Penalty 3200.729216 = -2175631.911777
  nChanged 7
		SP:Iteration 78Q (68820.190000 sec): 3 clusters
  Score: Raw -2178833.276454 + Penalty 3200.729216 = -2175632.547239
  nChanged 3
		SP:Iteration 79Q (68820.520000 sec): 3 clusters
  Score: Raw -2178833.574526 + Penalty 3200.729216 = -2175632.845311
  nChanged 5
		SP:Iteration 80F (68820.830000 sec): 3 clusters
  Score: Raw -2178834.006616 + Penalty 3200.729216 = -2175633.277401
  nChanged 3
		SP:Iteration 81Q (68821.150000 sec): 3 clusters
  Score: Raw -2178834.321214 + Penalty 3200.729216 = -2175633.591998
  nChanged 3
		SP:Iteration 82Q (68821.410000 sec): 3 clusters
  Score: Raw -2178834.659656 + Penalty 3200.729216 = -2175633.930441
  nChanged 2
		SP:Iteration 83Q (68821.690000 sec): 3 clusters
  Score: Raw -2178834.787275 + Penalty 3200.729216 = -2175634.058059
  nChanged 0
		SP:Iteration 84F (68821.970000 sec): 3 clusters
  Score: Raw -2178834.787275 + Penalty 3200.729216 = -2175634.058059
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (17265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68822.130000 sec): 2 clusters
  Score: Raw -1797345.414333 + Penalty 1585.420949 = -1795759.993384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68822.400000 sec): 3 clusters
  Score: Raw -1787065.211970 + Penalty 3170.841898 = -1783894.370072
  nChanged 7713
		SP:Iteration 1F (68822.640000 sec): 3 clusters
  Score: Raw -1791268.469766 + Penalty 3170.841898 = -1788097.627867
  nChanged 991
		SP:Iteration 2F (68822.910000 sec): 3 clusters
  Score: Raw -1791692.402357 + Penalty 3170.841898 = -1788521.560459
  nChanged 939
		SP:Iteration 3F (68823.220000 sec): 3 clusters
  Score: Raw -1792124.416115 + Penalty 3170.841898 = -1788953.574217
  nChanged 930
		SP:Iteration 4F (68823.500000 sec): 3 clusters
  Score: Raw -1792575.250295 + Penalty 3170.841898 = -1789404.408397
  nChanged 906
		SP:Iteration 5F (68823.750000 sec): 3 clusters
  Score: Raw -1793075.492428 + Penalty 3170.841898 = -1789904.650530
  nChanged 960
		SP:Iteration 6F (68824.080000 sec): 3 clusters
  Score: Raw -1793663.719754 + Penalty 3170.841898 = -1790492.877856
  nChanged 944
		SP:Iteration 7F (68824.310000 sec): 3 clusters
  Score: Raw -1794349.130934 + Penalty 3170.841898 = -1791178.289035
  nChanged 975
		SP:Iteration 8F (68824.620000 sec): 3 clusters
  Score: Raw -1795111.544002 + Penalty 3170.841898 = -1791940.702104
  nChanged 906
		SP:Iteration 9F (68824.850000 sec): 3 clusters
  Score: Raw -1795802.808550 + Penalty 3170.841898 = -1792631.966652
  nChanged 714
		SP:Iteration 10Q (68825.120000 sec): 3 clusters
  Score: Raw -1796315.586781 + Penalty 3170.841898 = -1793144.744883
  nChanged 607
		SP:Iteration 11Q (68825.400000 sec): 3 clusters
  Score: Raw -1796713.358489 + Penalty 3170.841898 = -1793542.516591
  nChanged 471
		SP:Iteration 12Q (68825.640000 sec): 3 clusters
  Score: Raw -1796984.977651 + Penalty 3170.841898 = -1793814.135753
  nChanged 365
		SP:Iteration 13Q (68825.930000 sec): 3 clusters
  Score: Raw -1797149.113578 + Penalty 3170.841898 = -1793978.271680
  nChanged 266
		SP:Iteration 14Q (68826.190000 sec): 3 clusters
  Score: Raw -1797253.840640 + Penalty 3170.841898 = -1794082.998741
  nChanged 216
		SP:Iteration 15Q (68826.450000 sec): 3 clusters
  Score: Raw -1797325.865621 + Penalty 3170.841898 = -1794155.023723
  nChanged 164
		SP:Iteration 16Q (68826.690000 sec): 3 clusters
  Score: Raw -1797383.925489 + Penalty 3170.841898 = -1794213.083591
  nChanged 158
		SP:Iteration 17Q (68826.950000 sec): 3 clusters
  Score: Raw -1797439.536153 + Penalty 3170.841898 = -1794268.694255
  nChanged 130
		SP:Iteration 18Q (68827.220000 sec): 3 clusters
  Score: Raw -1797489.459088 + Penalty 3170.841898 = -1794318.617190
  nChanged 129
		SP:Iteration 19Q (68827.480000 sec): 3 clusters
  Score: Raw -1797534.987899 + Penalty 3170.841898 = -1794364.146001
  nChanged 120
		SP:Iteration 20F (68827.800000 sec): 3 clusters
  Score: Raw -1797579.147010 + Penalty 3170.841898 = -1794408.305111
  nChanged 112
		SP:Iteration 21Q (68828.080000 sec): 3 clusters
  Score: Raw -1797614.014099 + Penalty 3170.841898 = -1794443.172201
  nChanged 109
		SP:Iteration 22Q (68828.380000 sec): 3 clusters
  Score: Raw -1797646.116049 + Penalty 3170.841898 = -1794475.274151
  nChanged 99
		SP:Iteration 23Q (68828.670000 sec): 3 clusters
  Score: Raw -1797677.550173 + Penalty 3170.841898 = -1794506.708275
  nChanged 102
		SP:Iteration 24Q (68828.910000 sec): 3 clusters
  Score: Raw -1797708.373531 + Penalty 3170.841898 = -1794537.531632
  nChanged 96
		SP:Iteration 25Q (68829.210000 sec): 3 clusters
  Score: Raw -1797739.235303 + Penalty 3170.841898 = -1794568.393405
  nChanged 83
		SP:Iteration 26Q (68829.480000 sec): 3 clusters
  Score: Raw -1797761.026423 + Penalty 3170.841898 = -1794590.184524
  nChanged 58
		SP:Iteration 27Q (68829.690000 sec): 3 clusters
  Score: Raw -1797774.930156 + Penalty 3170.841898 = -1794604.088257
  nChanged 57
		SP:Iteration 28Q (68829.990000 sec): 3 clusters
  Score: Raw -1797787.084149 + Penalty 3170.841898 = -1794616.242251
  nChanged 55
		SP:Iteration 29Q (68830.240000 sec): 3 clusters
  Score: Raw -1797798.329816 + Penalty 3170.841898 = -1794627.487918
  nChanged 64
		SP:Iteration 30Q (68830.500000 sec): 3 clusters
  Score: Raw -1797811.531041 + Penalty 3170.841898 = -1794640.689143
  nChanged 54
		SP:Iteration 31Q (68830.820000 sec): 3 clusters
  Score: Raw -1797821.555476 + Penalty 3170.841898 = -1794650.713578
  nChanged 51
		SP:Iteration 32Q (68831.100000 sec): 3 clusters
  Score: Raw -1797833.950244 + Penalty 3170.841898 = -1794663.108346
  nChanged 64
		SP:Iteration 33Q (68831.290000 sec): 3 clusters
  Score: Raw -1797853.957873 + Penalty 3170.841898 = -1794683.115974
  nChanged 85
		SP:Iteration 34Q (68831.540000 sec): 3 clusters
  Score: Raw -1797887.155419 + Penalty 3170.841898 = -1794716.313521
  nChanged 86
		SP:Iteration 35Q (68831.810000 sec): 3 clusters
  Score: Raw -1797914.281805 + Penalty 3170.841898 = -1794743.439907
  nChanged 82
		SP:Iteration 36Q (68832.040000 sec): 3 clusters
  Score: Raw -1797939.856803 + Penalty 3170.841898 = -1794769.014905
  nChanged 78
		SP:Iteration 37Q (68832.300000 sec): 3 clusters
  Score: Raw -1797964.256493 + Penalty 3170.841898 = -1794793.414595
  nChanged 70
		SP:Iteration 38Q (68832.560000 sec): 3 clusters
  Score: Raw -1797985.574929 + Penalty 3170.841898 = -1794814.733031
  nChanged 67
		SP:Iteration 39Q (68832.850000 sec): 3 clusters
  Score: Raw -1798002.601288 + Penalty 3170.841898 = -1794831.759390
  nChanged 60
		SP:Iteration 40F (68833.080000 sec): 3 clusters
  Score: Raw -1798016.012651 + Penalty 3170.841898 = -1794845.170752
  nChanged 44
		SP:Iteration 41Q (68833.370000 sec): 3 clusters
  Score: Raw -1798026.266296 + Penalty 3170.841898 = -1794855.424398
  nChanged 40
		SP:Iteration 42Q (68833.680000 sec): 3 clusters
  Score: Raw -1798034.653321 + Penalty 3170.841898 = -1794863.811422
  nChanged 37
		SP:Iteration 43Q (68833.930000 sec): 3 clusters
  Score: Raw -1798043.761603 + Penalty 3170.841898 = -1794872.919705
  nChanged 30
		SP:Iteration 44Q (68834.200000 sec): 3 clusters
  Score: Raw -1798051.088606 + Penalty 3170.841898 = -1794880.246708
  nChanged 28
		SP:Iteration 45Q (68834.490000 sec): 3 clusters
  Score: Raw -1798056.602632 + Penalty 3170.841898 = -1794885.760734
  nChanged 24
		SP:Iteration 46Q (68834.700000 sec): 3 clusters
  Score: Raw -1798060.445976 + Penalty 3170.841898 = -1794889.604078
  nChanged 20
		SP:Iteration 47Q (68834.940000 sec): 3 clusters
  Score: Raw -1798063.127643 + Penalty 3170.841898 = -1794892.285745
  nChanged 9
		SP:Iteration 48Q (68835.220000 sec): 3 clusters
  Score: Raw -1798064.618224 + Penalty 3170.841898 = -1794893.776326
  nChanged 15
		SP:Iteration 49Q (68835.460000 sec): 3 clusters
  Score: Raw -1798066.367496 + Penalty 3170.841898 = -1794895.525598
  nChanged 16
		SP:Iteration 50Q (68835.700000 sec): 3 clusters
  Score: Raw -1798068.726348 + Penalty 3170.841898 = -1794897.884450
  nChanged 18
		SP:Iteration 51Q (68835.950000 sec): 3 clusters
  Score: Raw -1798072.243313 + Penalty 3170.841898 = -1794901.401415
  nChanged 26
		SP:Iteration 52Q (68836.220000 sec): 3 clusters
  Score: Raw -1798077.166805 + Penalty 3170.841898 = -1794906.324907
  nChanged 26
		SP:Iteration 53Q (68836.520000 sec): 3 clusters
  Score: Raw -1798082.098311 + Penalty 3170.841898 = -1794911.256413
  nChanged 30
		SP:Iteration 54Q (68836.760000 sec): 3 clusters
  Score: Raw -1798088.593720 + Penalty 3170.841898 = -1794917.751822
  nChanged 25
		SP:Iteration 55Q (68837.060000 sec): 3 clusters
  Score: Raw -1798092.486670 + Penalty 3170.841898 = -1794921.644771
  nChanged 26
		SP:Iteration 56Q (68837.300000 sec): 3 clusters
  Score: Raw -1798097.956239 + Penalty 3170.841898 = -1794927.114340
  nChanged 27
		SP:Iteration 57Q (68837.580000 sec): 3 clusters
  Score: Raw -1798105.260281 + Penalty 3170.841898 = -1794934.418383
  nChanged 28
		SP:Iteration 58Q (68837.760000 sec): 3 clusters
  Score: Raw -1798111.289241 + Penalty 3170.841898 = -1794940.447342
  nChanged 18
		SP:Iteration 59Q (68837.990000 sec): 3 clusters
  Score: Raw -1798114.413930 + Penalty 3170.841898 = -1794943.572032
  nChanged 21
		SP:Iteration 60F (68838.220000 sec): 3 clusters
  Score: Raw -1798118.320611 + Penalty 3170.841898 = -1794947.478713
  nChanged 13
		SP:Iteration 61Q (68838.450000 sec): 3 clusters
  Score: Raw -1798120.986550 + Penalty 3170.841898 = -1794950.144652
  nChanged 11
		SP:Iteration 62Q (68838.730000 sec): 3 clusters
  Score: Raw -1798122.986723 + Penalty 3170.841898 = -1794952.144825
  nChanged 7
		SP:Iteration 63Q (68838.910000 sec): 3 clusters
  Score: Raw -1798124.223874 + Penalty 3170.841898 = -1794953.381976
  nChanged 5
		SP:Iteration 64Q (68839.160000 sec): 3 clusters
  Score: Raw -1798124.913507 + Penalty 3170.841898 = -1794954.071609
  nChanged 5
		SP:Iteration 65Q (68839.460000 sec): 3 clusters
  Score: Raw -1798125.918159 + Penalty 3170.841898 = -1794955.076261
  nChanged 7
		SP:Iteration 66Q (68839.710000 sec): 3 clusters
  Score: Raw -1798126.790232 + Penalty 3170.841898 = -1794955.948334
  nChanged 5
		SP:Iteration 67Q (68839.980000 sec): 3 clusters
  Score: Raw -1798127.428263 + Penalty 3170.841898 = -1794956.586365
  nChanged 4
		SP:Iteration 68Q (68840.280000 sec): 3 clusters
  Score: Raw -1798127.998497 + Penalty 3170.841898 = -1794957.156599
  nChanged 3
		SP:Iteration 69Q (68840.530000 sec): 3 clusters
  Score: Raw -1798128.257623 + Penalty 3170.841898 = -1794957.415725
  nChanged 3
		SP:Iteration 70Q (68840.810000 sec): 3 clusters
  Score: Raw -1798128.539673 + Penalty 3170.841898 = -1794957.697775
  nChanged 1
		SP:Iteration 71Q (68841.060000 sec): 3 clusters
  Score: Raw -1798128.664420 + Penalty 3170.841898 = -1794957.822522
  nChanged 0
		SP:Iteration 72F (68841.360000 sec): 3 clusters
  Score: Raw -1798128.664420 + Penalty 3170.841898 = -1794957.822522
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (16085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68841.580000 sec): 2 clusters
  Score: Raw -1798702.041188 + Penalty 1573.916896 = -1797128.124292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68841.930000 sec): 3 clusters
  Score: Raw -1789177.595929 + Penalty 3147.833793 = -1786029.762136
  nChanged 7224
		SP:Iteration 1F (68842.150000 sec): 3 clusters
  Score: Raw -1793121.247603 + Penalty 3147.833793 = -1789973.413811
  nChanged 933
		SP:Iteration 2F (68842.440000 sec): 3 clusters
  Score: Raw -1793509.258747 + Penalty 3147.833793 = -1790361.424954
  nChanged 823
		SP:Iteration 3F (68842.700000 sec): 3 clusters
  Score: Raw -1793845.806479 + Penalty 3147.833793 = -1790697.972686
  nChanged 731
		SP:Iteration 4Q (68843.000000 sec): 3 clusters
  Score: Raw -1794176.727108 + Penalty 3147.833793 = -1791028.893315
  nChanged 782
		SP:Iteration 5Q (68843.310000 sec): 3 clusters
  Score: Raw -1794518.232355 + Penalty 3147.833793 = -1791370.398562
  nChanged 716
		SP:Iteration 6Q (68843.570000 sec): 3 clusters
  Score: Raw -1794840.248405 + Penalty 3147.833793 = -1791692.414612
  nChanged 707
		SP:Iteration 7Q (68843.840000 sec): 3 clusters
  Score: Raw -1795149.502494 + Penalty 3147.833793 = -1792001.668701
  nChanged 705
		SP:Iteration 8Q (68844.080000 sec): 3 clusters
  Score: Raw -1795463.636488 + Penalty 3147.833793 = -1792315.802695
  nChanged 654
		SP:Iteration 9Q (68844.320000 sec): 3 clusters
  Score: Raw -1795736.948635 + Penalty 3147.833793 = -1792589.114842
  nChanged 568
		SP:Iteration 10Q (68844.610000 sec): 3 clusters
  Score: Raw -1795961.873531 + Penalty 3147.833793 = -1792814.039739
  nChanged 497
		SP:Iteration 11Q (68844.910000 sec): 3 clusters
  Score: Raw -1796169.183988 + Penalty 3147.833793 = -1793021.350195
  nChanged 496
		SP:Iteration 12Q (68845.140000 sec): 3 clusters
  Score: Raw -1796374.472359 + Penalty 3147.833793 = -1793226.638566
  nChanged 470
		SP:Iteration 13Q (68845.400000 sec): 3 clusters
  Score: Raw -1796582.130626 + Penalty 3147.833793 = -1793434.296833
  nChanged 456
		SP:Iteration 14Q (68845.600000 sec): 3 clusters
  Score: Raw -1796814.978220 + Penalty 3147.833793 = -1793667.144427
  nChanged 461
		SP:Iteration 15Q (68845.880000 sec): 3 clusters
  Score: Raw -1797076.548454 + Penalty 3147.833793 = -1793928.714661
  nChanged 419
		SP:Iteration 16Q (68846.110000 sec): 3 clusters
  Score: Raw -1797320.177617 + Penalty 3147.833793 = -1794172.343824
  nChanged 425
		SP:Iteration 17Q (68846.360000 sec): 3 clusters
  Score: Raw -1797574.034686 + Penalty 3147.833793 = -1794426.200893
  nChanged 398
		SP:Iteration 18Q (68846.620000 sec): 3 clusters
  Score: Raw -1797810.788048 + Penalty 3147.833793 = -1794662.954255
  nChanged 353
		SP:Iteration 19Q (68846.900000 sec): 3 clusters
  Score: Raw -1798011.150330 + Penalty 3147.833793 = -1794863.316537
  nChanged 313
		SP:Iteration 20F (68847.190000 sec): 3 clusters
  Score: Raw -1798182.368736 + Penalty 3147.833793 = -1795034.534944
  nChanged 264
		SP:Iteration 21Q (68847.480000 sec): 3 clusters
  Score: Raw -1798323.645737 + Penalty 3147.833793 = -1795175.811944
  nChanged 256
		SP:Iteration 22Q (68847.720000 sec): 3 clusters
  Score: Raw -1798460.878069 + Penalty 3147.833793 = -1795313.044276
  nChanged 203
		SP:Iteration 23Q (68847.940000 sec): 3 clusters
  Score: Raw -1798561.593347 + Penalty 3147.833793 = -1795413.759554
  nChanged 168
		SP:Iteration 24Q (68848.170000 sec): 3 clusters
  Score: Raw -1798631.501231 + Penalty 3147.833793 = -1795483.667438
  nChanged 140
		SP:Iteration 25Q (68848.460000 sec): 3 clusters
  Score: Raw -1798692.749035 + Penalty 3147.833793 = -1795544.915242
  nChanged 127
		SP:Iteration 26Q (68848.660000 sec): 3 clusters
  Score: Raw -1798750.055502 + Penalty 3147.833793 = -1795602.221709
  nChanged 103
		SP:Iteration 27Q (68848.920000 sec): 3 clusters
  Score: Raw -1798794.530196 + Penalty 3147.833793 = -1795646.696403
  nChanged 97
		SP:Iteration 28Q (68849.170000 sec): 3 clusters
  Score: Raw -1798835.868617 + Penalty 3147.833793 = -1795688.034825
  nChanged 77
		SP:Iteration 29Q (68849.460000 sec): 3 clusters
  Score: Raw -1798865.586556 + Penalty 3147.833793 = -1795717.752763
  nChanged 63
		SP:Iteration 30Q (68849.680000 sec): 3 clusters
  Score: Raw -1798888.104999 + Penalty 3147.833793 = -1795740.271206
  nChanged 56
		SP:Iteration 31Q (68849.930000 sec): 3 clusters
  Score: Raw -1798905.880485 + Penalty 3147.833793 = -1795758.046693
  nChanged 49
		SP:Iteration 32Q (68850.170000 sec): 3 clusters
  Score: Raw -1798925.479009 + Penalty 3147.833793 = -1795777.645216
  nChanged 45
		SP:Iteration 33Q (68850.420000 sec): 3 clusters
  Score: Raw -1798943.948129 + Penalty 3147.833793 = -1795796.114336
  nChanged 37
		SP:Iteration 34Q (68850.690000 sec): 3 clusters
  Score: Raw -1798956.869404 + Penalty 3147.833793 = -1795809.035611
  nChanged 34
		SP:Iteration 35Q (68850.940000 sec): 3 clusters
  Score: Raw -1798969.636234 + Penalty 3147.833793 = -1795821.802441
  nChanged 32
		SP:Iteration 36Q (68851.200000 sec): 3 clusters
  Score: Raw -1798980.984556 + Penalty 3147.833793 = -1795833.150763
  nChanged 31
		SP:Iteration 37Q (68851.430000 sec): 3 clusters
  Score: Raw -1798995.105880 + Penalty 3147.833793 = -1795847.272087
  nChanged 24
		SP:Iteration 38Q (68851.670000 sec): 3 clusters
  Score: Raw -1799003.862140 + Penalty 3147.833793 = -1795856.028347
  nChanged 17
		SP:Iteration 39Q (68851.940000 sec): 3 clusters
  Score: Raw -1799010.575659 + Penalty 3147.833793 = -1795862.741866
  nChanged 16
		SP:Iteration 40F (68852.210000 sec): 3 clusters
  Score: Raw -1799015.633790 + Penalty 3147.833793 = -1795867.799997
  nChanged 10
		SP:Iteration 41Q (68852.470000 sec): 3 clusters
  Score: Raw -1799019.248598 + Penalty 3147.833793 = -1795871.414805
  nChanged 13
		SP:Iteration 42Q (68852.720000 sec): 3 clusters
  Score: Raw -1799024.738943 + Penalty 3147.833793 = -1795876.905150
  nChanged 13
		SP:Iteration 43Q (68852.950000 sec): 3 clusters
  Score: Raw -1799028.765968 + Penalty 3147.833793 = -1795880.932175
  nChanged 11
		SP:Iteration 44Q (68853.230000 sec): 3 clusters
  Score: Raw -1799030.886082 + Penalty 3147.833793 = -1795883.052289
  nChanged 7
		SP:Iteration 45Q (68853.520000 sec): 3 clusters
  Score: Raw -1799032.819651 + Penalty 3147.833793 = -1795884.985858
  nChanged 6
		SP:Iteration 46Q (68853.770000 sec): 3 clusters
  Score: Raw -1799035.683229 + Penalty 3147.833793 = -1795887.849436
  nChanged 8
		SP:Iteration 47Q (68854.030000 sec): 3 clusters
  Score: Raw -1799039.292267 + Penalty 3147.833793 = -1795891.458474
  nChanged 8
		SP:Iteration 48Q (68854.270000 sec): 3 clusters
  Score: Raw -1799042.469386 + Penalty 3147.833793 = -1795894.635593
  nChanged 8
		SP:Iteration 49Q (68854.560000 sec): 3 clusters
  Score: Raw -1799045.403582 + Penalty 3147.833793 = -1795897.569790
  nChanged 3
		SP:Iteration 50Q (68854.830000 sec): 3 clusters
  Score: Raw -1799046.287274 + Penalty 3147.833793 = -1795898.453481
  nChanged 2
		SP:Iteration 51Q (68855.130000 sec): 3 clusters
  Score: Raw -1799047.062527 + Penalty 3147.833793 = -1795899.228734
  nChanged 0
		SP:Iteration 52F (68855.410000 sec): 3 clusters
  Score: Raw -1799047.062527 + Penalty 3147.833793 = -1795899.228734
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68855.660000 sec): 2 clusters
  Score: Raw -4051320.651445 + Penalty 1692.055917 = -4049628.595528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68856.020000 sec): 3 clusters
  Score: Raw -4030780.150524 + Penalty 3384.111834 = -4027396.038690
  nChanged 15318
		SP:Iteration 1F (68856.400000 sec): 3 clusters
  Score: Raw -4039001.939593 + Penalty 3384.111834 = -4035617.827759
  nChanged 1396
		SP:Iteration 2Q (68856.770000 sec): 3 clusters
  Score: Raw -4039414.101826 + Penalty 3384.111834 = -4036029.989992
  nChanged 1334
		SP:Iteration 3Q (68857.150000 sec): 3 clusters
  Score: Raw -4039847.196525 + Penalty 3384.111834 = -4036463.084691
  nChanged 1347
		SP:Iteration 4Q (68857.500000 sec): 3 clusters
  Score: Raw -4040283.694495 + Penalty 3384.111834 = -4036899.582661
  nChanged 1294
		SP:Iteration 5Q (68857.850000 sec): 3 clusters
  Score: Raw -4040740.137807 + Penalty 3384.111834 = -4037356.025973
  nChanged 1372
		SP:Iteration 6Q (68858.260000 sec): 3 clusters
  Score: Raw -4041329.503348 + Penalty 3384.111834 = -4037945.391514
  nChanged 1482
		SP:Iteration 7Q (68858.630000 sec): 3 clusters
  Score: Raw -4042103.827665 + Penalty 3384.111834 = -4038719.715831
  nChanged 1646
		SP:Iteration 8Q (68858.960000 sec): 3 clusters
  Score: Raw -4043134.492423 + Penalty 3384.111834 = -4039750.380589
  nChanged 1774
		SP:Iteration 9F (68859.330000 sec): 3 clusters
  Score: Raw -4044476.995889 + Penalty 3384.111834 = -4041092.884055
  nChanged 1711
		SP:Iteration 10F (68859.730000 sec): 3 clusters
  Score: Raw -4045807.447745 + Penalty 3384.111834 = -4042423.335911
  nChanged 1558
		SP:Iteration 11Q (68860.060000 sec): 3 clusters
  Score: Raw -4046856.805537 + Penalty 3384.111834 = -4043472.693703
  nChanged 1196
		SP:Iteration 12Q (68860.430000 sec): 3 clusters
  Score: Raw -4047556.691673 + Penalty 3384.111834 = -4044172.579838
  nChanged 987
		SP:Iteration 13Q (68860.830000 sec): 3 clusters
  Score: Raw -4048070.905433 + Penalty 3384.111834 = -4044686.793599
  nChanged 788
		SP:Iteration 14Q (68861.220000 sec): 3 clusters
  Score: Raw -4048431.305193 + Penalty 3384.111834 = -4045047.193359
  nChanged 652
		SP:Iteration 15Q (68861.630000 sec): 3 clusters
  Score: Raw -4048715.505732 + Penalty 3384.111834 = -4045331.393898
  nChanged 581
		SP:Iteration 16Q (68862.010000 sec): 3 clusters
  Score: Raw -4048954.897648 + Penalty 3384.111834 = -4045570.785814
  nChanged 550
		SP:Iteration 17Q (68862.390000 sec): 3 clusters
  Score: Raw -4049181.901750 + Penalty 3384.111834 = -4045797.789916
  nChanged 495
		SP:Iteration 18Q (68862.740000 sec): 3 clusters
  Score: Raw -4049410.344290 + Penalty 3384.111834 = -4046026.232456
  nChanged 515
		SP:Iteration 19Q (68863.110000 sec): 3 clusters
  Score: Raw -4049661.147315 + Penalty 3384.111834 = -4046277.035481
  nChanged 482
		SP:Iteration 20F (68863.450000 sec): 3 clusters
  Score: Raw -4049892.747176 + Penalty 3384.111834 = -4046508.635342
  nChanged 437
		SP:Iteration 21Q (68863.820000 sec): 3 clusters
  Score: Raw -4050100.533328 + Penalty 3384.111834 = -4046716.421494
  nChanged 361
		SP:Iteration 22Q (68864.140000 sec): 3 clusters
  Score: Raw -4050269.667427 + Penalty 3384.111834 = -4046885.555593
  nChanged 311
		SP:Iteration 23Q (68864.490000 sec): 3 clusters
  Score: Raw -4050411.829642 + Penalty 3384.111834 = -4047027.717808
  nChanged 293
		SP:Iteration 24Q (68864.830000 sec): 3 clusters
  Score: Raw -4050547.378573 + Penalty 3384.111834 = -4047163.266739
  nChanged 275
		SP:Iteration 25Q (68865.150000 sec): 3 clusters
  Score: Raw -4050683.830781 + Penalty 3384.111834 = -4047299.718947
  nChanged 226
		SP:Iteration 26Q (68865.560000 sec): 3 clusters
  Score: Raw -4050783.683115 + Penalty 3384.111834 = -4047399.571281
  nChanged 209
		SP:Iteration 27Q (68865.960000 sec): 3 clusters
  Score: Raw -4050881.500767 + Penalty 3384.111834 = -4047497.388933
  nChanged 190
		SP:Iteration 28Q (68866.300000 sec): 3 clusters
  Score: Raw -4050977.933871 + Penalty 3384.111834 = -4047593.822037
  nChanged 186
		SP:Iteration 29Q (68866.690000 sec): 3 clusters
  Score: Raw -4051080.841818 + Penalty 3384.111834 = -4047696.729984
  nChanged 157
		SP:Iteration 30Q (68866.990000 sec): 3 clusters
  Score: Raw -4051166.645769 + Penalty 3384.111834 = -4047782.533935
  nChanged 125
		SP:Iteration 31Q (68867.340000 sec): 3 clusters
  Score: Raw -4051236.318298 + Penalty 3384.111834 = -4047852.206464
  nChanged 108
		SP:Iteration 32Q (68867.700000 sec): 3 clusters
  Score: Raw -4051302.133111 + Penalty 3384.111834 = -4047918.021277
  nChanged 98
		SP:Iteration 33Q (68868.070000 sec): 3 clusters
  Score: Raw -4051365.359563 + Penalty 3384.111834 = -4047981.247729
  nChanged 86
		SP:Iteration 34Q (68868.430000 sec): 3 clusters
  Score: Raw -4051425.298811 + Penalty 3384.111834 = -4048041.186977
  nChanged 68
		SP:Iteration 35Q (68868.710000 sec): 3 clusters
  Score: Raw -4051465.615564 + Penalty 3384.111834 = -4048081.503730
  nChanged 46
		SP:Iteration 36Q (68869.020000 sec): 3 clusters
  Score: Raw -4051495.206761 + Penalty 3384.111834 = -4048111.094927
  nChanged 45
		SP:Iteration 37Q (68869.370000 sec): 3 clusters
  Score: Raw -4051523.908149 + Penalty 3384.111834 = -4048139.796315
  nChanged 33
		SP:Iteration 38Q (68869.740000 sec): 3 clusters
  Score: Raw -4051541.307526 + Penalty 3384.111834 = -4048157.195692
  nChanged 24
		SP:Iteration 39Q (68870.070000 sec): 3 clusters
  Score: Raw -4051554.639250 + Penalty 3384.111834 = -4048170.527416
  nChanged 21
		SP:Iteration 40F (68870.460000 sec): 3 clusters
  Score: Raw -4051565.308232 + Penalty 3384.111834 = -4048181.196398
  nChanged 17
		SP:Iteration 41Q (68870.770000 sec): 3 clusters
  Score: Raw -4051572.463699 + Penalty 3384.111834 = -4048188.351865
  nChanged 10
		SP:Iteration 42Q (68871.090000 sec): 3 clusters
  Score: Raw -4051576.537888 + Penalty 3384.111834 = -4048192.426054
  nChanged 8
		SP:Iteration 43Q (68871.480000 sec): 3 clusters
  Score: Raw -4051580.821691 + Penalty 3384.111834 = -4048196.709857
  nChanged 6
		SP:Iteration 44Q (68871.830000 sec): 3 clusters
  Score: Raw -4051584.306630 + Penalty 3384.111834 = -4048200.194796
  nChanged 4
		SP:Iteration 45Q (68872.240000 sec): 3 clusters
  Score: Raw -4051586.829137 + Penalty 3384.111834 = -4048202.717303
  nChanged 3
		SP:Iteration 46Q (68872.550000 sec): 3 clusters
  Score: Raw -4051588.081815 + Penalty 3384.111834 = -4048203.969981
  nChanged 2
		SP:Iteration 47Q (68872.930000 sec): 3 clusters
  Score: Raw -4051589.335482 + Penalty 3384.111834 = -4048205.223648
  nChanged 3
		SP:Iteration 48Q (68873.320000 sec): 3 clusters
  Score: Raw -4051590.580985 + Penalty 3384.111834 = -4048206.469151
  nChanged 1
		SP:Iteration 49Q (68873.710000 sec): 3 clusters
  Score: Raw -4051590.955148 + Penalty 3384.111834 = -4048206.843314
  nChanged 2
		SP:Iteration 50Q (68874.070000 sec): 3 clusters
  Score: Raw -4051592.484611 + Penalty 3384.111834 = -4048208.372777
  nChanged 2
		SP:Iteration 51Q (68874.430000 sec): 3 clusters
  Score: Raw -4051593.587532 + Penalty 3384.111834 = -4048209.475698
  nChanged 1
		SP:Iteration 52Q (68874.750000 sec): 3 clusters
  Score: Raw -4051594.689967 + Penalty 3384.111834 = -4048210.578133
  nChanged 1
		SP:Iteration 53Q (68875.120000 sec): 3 clusters
  Score: Raw -4051595.417516 + Penalty 3384.111834 = -4048211.305682
  nChanged 2
		SP:Iteration 54Q (68875.440000 sec): 3 clusters
  Score: Raw -4051596.959276 + Penalty 3384.111834 = -4048212.847442
  nChanged 1
		SP:Iteration 55Q (68875.890000 sec): 3 clusters
  Score: Raw -4051597.300382 + Penalty 3384.111834 = -4048213.188548
  nChanged 1
		SP:Iteration 56Q (68876.200000 sec): 3 clusters
  Score: Raw -4051597.750601 + Penalty 3384.111834 = -4048213.638767
  nChanged 0
		SP:Iteration 57F (68876.590000 sec): 3 clusters
  Score: Raw -4051597.750601 + Penalty 3384.111834 = -4048213.638767
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68876.790000 sec): 2 clusters
  Score: Raw -1831523.782335 + Penalty 1581.187300 = -1829942.595035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68877.070000 sec): 3 clusters
  Score: Raw -1821635.691709 + Penalty 3162.374600 = -1818473.317109
  nChanged 7471
		SP:Iteration 1F (68877.360000 sec): 3 clusters
  Score: Raw -1825632.883562 + Penalty 3162.374600 = -1822470.508962
  nChanged 957
		SP:Iteration 2F (68877.660000 sec): 3 clusters
  Score: Raw -1826037.285241 + Penalty 3162.374600 = -1822874.910641
  nChanged 858
		SP:Iteration 3F (68877.930000 sec): 3 clusters
  Score: Raw -1826433.187081 + Penalty 3162.374600 = -1823270.812481
  nChanged 857
		SP:Iteration 4F (68878.210000 sec): 3 clusters
  Score: Raw -1826840.383967 + Penalty 3162.374600 = -1823678.009367
  nChanged 815
		SP:Iteration 5Q (68878.510000 sec): 3 clusters
  Score: Raw -1827199.747543 + Penalty 3162.374600 = -1824037.372943
  nChanged 728
		SP:Iteration 6Q (68878.770000 sec): 3 clusters
  Score: Raw -1827515.085895 + Penalty 3162.374600 = -1824352.711295
  nChanged 726
		SP:Iteration 7Q (68879.060000 sec): 3 clusters
  Score: Raw -1827874.354030 + Penalty 3162.374600 = -1824711.979430
  nChanged 804
		SP:Iteration 8Q (68879.320000 sec): 3 clusters
  Score: Raw -1828360.910327 + Penalty 3162.374600 = -1825198.535727
  nChanged 824
		SP:Iteration 9Q (68879.530000 sec): 3 clusters
  Score: Raw -1828906.275139 + Penalty 3162.374600 = -1825743.900538
  nChanged 755
		SP:Iteration 10Q (68879.770000 sec): 3 clusters
  Score: Raw -1829446.701143 + Penalty 3162.374600 = -1826284.326543
  nChanged 710
		SP:Iteration 11Q (68880.060000 sec): 3 clusters
  Score: Raw -1829919.632184 + Penalty 3162.374600 = -1826757.257584
  nChanged 554
		SP:Iteration 12Q (68880.330000 sec): 3 clusters
  Score: Raw -1830204.313643 + Penalty 3162.374600 = -1827041.939043
  nChanged 404
		SP:Iteration 13Q (68880.690000 sec): 3 clusters
  Score: Raw -1830389.206314 + Penalty 3162.374600 = -1827226.831714
  nChanged 334
		SP:Iteration 14Q (68880.930000 sec): 3 clusters
  Score: Raw -1830526.878717 + Penalty 3162.374600 = -1827364.504117
  nChanged 262
		SP:Iteration 15Q (68881.210000 sec): 3 clusters
  Score: Raw -1830626.009327 + Penalty 3162.374600 = -1827463.634727
  nChanged 246
		SP:Iteration 16Q (68881.530000 sec): 3 clusters
  Score: Raw -1830730.351580 + Penalty 3162.374600 = -1827567.976980
  nChanged 250
		SP:Iteration 17Q (68881.780000 sec): 3 clusters
  Score: Raw -1830829.171546 + Penalty 3162.374600 = -1827666.796946
  nChanged 213
		SP:Iteration 18Q (68882.110000 sec): 3 clusters
  Score: Raw -1830904.092284 + Penalty 3162.374600 = -1827741.717684
  nChanged 187
		SP:Iteration 19Q (68882.330000 sec): 3 clusters
  Score: Raw -1830977.636750 + Penalty 3162.374600 = -1827815.262150
  nChanged 204
		SP:Iteration 20F (68882.620000 sec): 3 clusters
  Score: Raw -1831060.700481 + Penalty 3162.374600 = -1827898.325881
  nChanged 212
		SP:Iteration 21Q (68882.830000 sec): 3 clusters
  Score: Raw -1831148.425938 + Penalty 3162.374600 = -1827986.051338
  nChanged 190
		SP:Iteration 22Q (68883.050000 sec): 3 clusters
  Score: Raw -1831226.170132 + Penalty 3162.374600 = -1828063.795532
  nChanged 172
		SP:Iteration 23Q (68883.350000 sec): 3 clusters
  Score: Raw -1831288.717545 + Penalty 3162.374600 = -1828126.342945
  nChanged 147
		SP:Iteration 24Q (68883.570000 sec): 3 clusters
  Score: Raw -1831342.784761 + Penalty 3162.374600 = -1828180.410161
  nChanged 126
		SP:Iteration 25Q (68883.810000 sec): 3 clusters
  Score: Raw -1831389.776992 + Penalty 3162.374600 = -1828227.402392
  nChanged 114
		SP:Iteration 26Q (68884.010000 sec): 3 clusters
  Score: Raw -1831431.135382 + Penalty 3162.374600 = -1828268.760782
  nChanged 100
		SP:Iteration 27Q (68884.270000 sec): 3 clusters
  Score: Raw -1831464.694679 + Penalty 3162.374600 = -1828302.320079
  nChanged 88
		SP:Iteration 28Q (68884.500000 sec): 3 clusters
  Score: Raw -1831491.284779 + Penalty 3162.374600 = -1828328.910179
  nChanged 82
		SP:Iteration 29Q (68884.680000 sec): 3 clusters
  Score: Raw -1831517.109800 + Penalty 3162.374600 = -1828354.735200
  nChanged 75
		SP:Iteration 30Q (68884.960000 sec): 3 clusters
  Score: Raw -1831538.969123 + Penalty 3162.374600 = -1828376.594523
  nChanged 65
		SP:Iteration 31Q (68885.180000 sec): 3 clusters
  Score: Raw -1831556.316130 + Penalty 3162.374600 = -1828393.941530
  nChanged 59
		SP:Iteration 32Q (68885.480000 sec): 3 clusters
  Score: Raw -1831574.187178 + Penalty 3162.374600 = -1828411.812578
  nChanged 59
		SP:Iteration 33Q (68885.700000 sec): 3 clusters
  Score: Raw -1831592.440433 + Penalty 3162.374600 = -1828430.065833
  nChanged 50
		SP:Iteration 34Q (68885.910000 sec): 3 clusters
  Score: Raw -1831612.480164 + Penalty 3162.374600 = -1828450.105564
  nChanged 48
		SP:Iteration 35Q (68886.160000 sec): 3 clusters
  Score: Raw -1831630.551133 + Penalty 3162.374600 = -1828468.176532
  nChanged 37
		SP:Iteration 36Q (68886.400000 sec): 3 clusters
  Score: Raw -1831644.774914 + Penalty 3162.374600 = -1828482.400314
  nChanged 36
		SP:Iteration 37Q (68886.650000 sec): 3 clusters
  Score: Raw -1831658.303366 + Penalty 3162.374600 = -1828495.928766
  nChanged 36
		SP:Iteration 38Q (68886.870000 sec): 3 clusters
  Score: Raw -1831667.172355 + Penalty 3162.374600 = -1828504.797755
  nChanged 27
		SP:Iteration 39Q (68887.160000 sec): 3 clusters
  Score: Raw -1831676.604120 + Penalty 3162.374600 = -1828514.229520
  nChanged 32
		SP:Iteration 40F (68887.420000 sec): 3 clusters
  Score: Raw -1831685.627514 + Penalty 3162.374600 = -1828523.252914
  nChanged 25
		SP:Iteration 41Q (68887.630000 sec): 3 clusters
  Score: Raw -1831693.988675 + Penalty 3162.374600 = -1828531.614075
  nChanged 28
		SP:Iteration 42Q (68887.870000 sec): 3 clusters
  Score: Raw -1831704.877248 + Penalty 3162.374600 = -1828542.502648
  nChanged 37
		SP:Iteration 43Q (68888.150000 sec): 3 clusters
  Score: Raw -1831719.608735 + Penalty 3162.374600 = -1828557.234135
  nChanged 34
		SP:Iteration 44Q (68888.370000 sec): 3 clusters
  Score: Raw -1831732.544815 + Penalty 3162.374600 = -1828570.170215
  nChanged 37
		SP:Iteration 45Q (68888.610000 sec): 3 clusters
  Score: Raw -1831745.966529 + Penalty 3162.374600 = -1828583.591929
  nChanged 35
		SP:Iteration 46Q (68888.850000 sec): 3 clusters
  Score: Raw -1831763.962462 + Penalty 3162.374600 = -1828601.587862
  nChanged 41
		SP:Iteration 47Q (68889.080000 sec): 3 clusters
  Score: Raw -1831782.379517 + Penalty 3162.374600 = -1828620.004917
  nChanged 28
		SP:Iteration 48Q (68889.340000 sec): 3 clusters
  Score: Raw -1831792.411311 + Penalty 3162.374600 = -1828630.036711
  nChanged 24
		SP:Iteration 49Q (68889.580000 sec): 3 clusters
  Score: Raw -1831802.023182 + Penalty 3162.374600 = -1828639.648582
  nChanged 22
		SP:Iteration 50Q (68889.850000 sec): 3 clusters
  Score: Raw -1831807.599616 + Penalty 3162.374600 = -1828645.225016
  nChanged 15
		SP:Iteration 51Q (68890.070000 sec): 3 clusters
  Score: Raw -1831812.129883 + Penalty 3162.374600 = -1828649.755282
  nChanged 15
		SP:Iteration 52Q (68890.350000 sec): 3 clusters
  Score: Raw -1831817.604153 + Penalty 3162.374600 = -1828655.229553
  nChanged 15
		SP:Iteration 53Q (68890.630000 sec): 3 clusters
  Score: Raw -1831822.549048 + Penalty 3162.374600 = -1828660.174448
  nChanged 10
		SP:Iteration 54Q (68890.860000 sec): 3 clusters
  Score: Raw -1831826.391412 + Penalty 3162.374600 = -1828664.016812
  nChanged 9
		SP:Iteration 55Q (68891.090000 sec): 3 clusters
  Score: Raw -1831830.076319 + Penalty 3162.374600 = -1828667.701719
  nChanged 11
		SP:Iteration 56Q (68891.410000 sec): 3 clusters
  Score: Raw -1831833.771274 + Penalty 3162.374600 = -1828671.396674
  nChanged 8
		SP:Iteration 57Q (68891.680000 sec): 3 clusters
  Score: Raw -1831837.938014 + Penalty 3162.374600 = -1828675.563414
  nChanged 9
		SP:Iteration 58Q (68891.970000 sec): 3 clusters
  Score: Raw -1831840.001287 + Penalty 3162.374600 = -1828677.626687
  nChanged 7
		SP:Iteration 59Q (68892.220000 sec): 3 clusters
  Score: Raw -1831841.369769 + Penalty 3162.374600 = -1828678.995169
  nChanged 6
		SP:Iteration 60F (68892.500000 sec): 3 clusters
  Score: Raw -1831843.100575 + Penalty 3162.374600 = -1828680.725975
  nChanged 4
		SP:Iteration 61Q (68892.800000 sec): 3 clusters
  Score: Raw -1831844.024152 + Penalty 3162.374600 = -1828681.649552
  nChanged 5
		SP:Iteration 62Q (68893.000000 sec): 3 clusters
  Score: Raw -1831846.049465 + Penalty 3162.374600 = -1828683.674865
  nChanged 5
		SP:Iteration 63Q (68893.260000 sec): 3 clusters
  Score: Raw -1831848.532980 + Penalty 3162.374600 = -1828686.158380
  nChanged 10
		SP:Iteration 64Q (68893.570000 sec): 3 clusters
  Score: Raw -1831852.597411 + Penalty 3162.374600 = -1828690.222811
  nChanged 9
		SP:Iteration 65Q (68893.870000 sec): 3 clusters
  Score: Raw -1831855.895810 + Penalty 3162.374600 = -1828693.521210
  nChanged 2
		SP:Iteration 66Q (68894.110000 sec): 3 clusters
  Score: Raw -1831856.803845 + Penalty 3162.374600 = -1828694.429245
  nChanged 4
		SP:Iteration 67Q (68894.390000 sec): 3 clusters
  Score: Raw -1831858.085539 + Penalty 3162.374600 = -1828695.710939
  nChanged 2
		SP:Iteration 68Q (68894.690000 sec): 3 clusters
  Score: Raw -1831858.868825 + Penalty 3162.374600 = -1828696.494225
  nChanged 1
		SP:Iteration 69Q (68894.990000 sec): 3 clusters
  Score: Raw -1831859.012776 + Penalty 3162.374600 = -1828696.638176
  nChanged 0
		SP:Iteration 70F (68895.270000 sec): 3 clusters
  Score: Raw -1831859.012776 + Penalty 3162.374600 = -1828696.638176
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68895.400000 sec): 2 clusters
  Score: Raw -500387.490551 + Penalty 1348.674368 = -499038.816184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68895.590000 sec): 3 clusters
  Score: Raw -498398.845718 + Penalty 2697.348735 = -495701.496982
  nChanged 1599
		SP:Iteration 1F (68895.780000 sec): 3 clusters
  Score: Raw -499249.807971 + Penalty 2697.348735 = -496552.459235
  nChanged 299
		SP:Iteration 2F (68895.970000 sec): 3 clusters
  Score: Raw -499414.875487 + Penalty 2697.348735 = -496717.526751
  nChanged 196
		SP:Iteration 3Q (68896.130000 sec): 3 clusters
  Score: Raw -499518.651847 + Penalty 2697.348735 = -496821.303112
  nChanged 166
		SP:Iteration 4Q (68896.340000 sec): 3 clusters
  Score: Raw -499604.385793 + Penalty 2697.348735 = -496907.037057
  nChanged 149
		SP:Iteration 5Q (68896.520000 sec): 3 clusters
  Score: Raw -499677.752319 + Penalty 2697.348735 = -496980.403583
  nChanged 142
		SP:Iteration 6Q (68896.700000 sec): 3 clusters
  Score: Raw -499740.388883 + Penalty 2697.348735 = -497043.040148
  nChanged 122
		SP:Iteration 7Q (68896.890000 sec): 3 clusters
  Score: Raw -499790.115732 + Penalty 2697.348735 = -497092.766997
  nChanged 100
		SP:Iteration 8Q (68897.130000 sec): 3 clusters
  Score: Raw -499834.466982 + Penalty 2697.348735 = -497137.118246
  nChanged 88
		SP:Iteration 9Q (68897.340000 sec): 3 clusters
  Score: Raw -499874.232779 + Penalty 2697.348735 = -497176.884044
  nChanged 78
		SP:Iteration 10Q (68897.550000 sec): 3 clusters
  Score: Raw -499905.187967 + Penalty 2697.348735 = -497207.839232
  nChanged 74
		SP:Iteration 11Q (68897.690000 sec): 3 clusters
  Score: Raw -499940.054380 + Penalty 2697.348735 = -497242.705645
  nChanged 84
		SP:Iteration 12Q (68897.930000 sec): 3 clusters
  Score: Raw -499980.868221 + Penalty 2697.348735 = -497283.519486
  nChanged 102
		SP:Iteration 13Q (68898.180000 sec): 3 clusters
  Score: Raw -500028.495789 + Penalty 2697.348735 = -497331.147054
  nChanged 84
		SP:Iteration 14Q (68898.360000 sec): 3 clusters
  Score: Raw -500068.754186 + Penalty 2697.348735 = -497371.405451
  nChanged 79
		SP:Iteration 15Q (68898.600000 sec): 3 clusters
  Score: Raw -500109.919303 + Penalty 2697.348735 = -497412.570567
  nChanged 71
		SP:Iteration 16Q (68898.780000 sec): 3 clusters
  Score: Raw -500141.656682 + Penalty 2697.348735 = -497444.307947
  nChanged 73
		SP:Iteration 17Q (68898.960000 sec): 3 clusters
  Score: Raw -500177.453650 + Penalty 2697.348735 = -497480.104915
  nChanged 64
		SP:Iteration 18Q (68899.130000 sec): 3 clusters
  Score: Raw -500213.115154 + Penalty 2697.348735 = -497515.766419
  nChanged 69
		SP:Iteration 19Q (68899.370000 sec): 3 clusters
  Score: Raw -500253.157167 + Penalty 2697.348735 = -497555.808432
  nChanged 64
		SP:Iteration 20F (68899.580000 sec): 3 clusters
  Score: Raw -500295.280921 + Penalty 2697.348735 = -497597.932185
  nChanged 64
		SP:Iteration 21Q (68899.770000 sec): 3 clusters
  Score: Raw -500334.188524 + Penalty 2697.348735 = -497636.839789
  nChanged 52
		SP:Iteration 22Q (68899.970000 sec): 3 clusters
  Score: Raw -500361.053984 + Penalty 2697.348735 = -497663.705248
  nChanged 41
		SP:Iteration 23Q (68900.180000 sec): 3 clusters
  Score: Raw -500383.273132 + Penalty 2697.348735 = -497685.924397
  nChanged 40
		SP:Iteration 24Q (68900.340000 sec): 3 clusters
  Score: Raw -500406.929886 + Penalty 2697.348735 = -497709.581151
  nChanged 45
		SP:Iteration 25Q (68900.520000 sec): 3 clusters
  Score: Raw -500436.789599 + Penalty 2697.348735 = -497739.440864
  nChanged 34
		SP:Iteration 26Q (68900.680000 sec): 3 clusters
  Score: Raw -500453.657944 + Penalty 2697.348735 = -497756.309209
  nChanged 22
		SP:Iteration 27Q (68900.900000 sec): 3 clusters
  Score: Raw -500464.708809 + Penalty 2697.348735 = -497767.360074
  nChanged 15
		SP:Iteration 28Q (68901.070000 sec): 3 clusters
  Score: Raw -500472.399936 + Penalty 2697.348735 = -497775.051201
  nChanged 18
		SP:Iteration 29Q (68901.240000 sec): 3 clusters
  Score: Raw -500482.771031 + Penalty 2697.348735 = -497785.422295
  nChanged 12
		SP:Iteration 30Q (68901.450000 sec): 3 clusters
  Score: Raw -500489.362953 + Penalty 2697.348735 = -497792.014217
  nChanged 9
		SP:Iteration 31Q (68901.610000 sec): 3 clusters
  Score: Raw -500496.034196 + Penalty 2697.348735 = -497798.685461
  nChanged 16
		SP:Iteration 32Q (68901.810000 sec): 3 clusters
  Score: Raw -500503.324390 + Penalty 2697.348735 = -497805.975654
  nChanged 9
		SP:Iteration 33Q (68902.030000 sec): 3 clusters
  Score: Raw -500506.707117 + Penalty 2697.348735 = -497809.358382
  nChanged 5
		SP:Iteration 34Q (68902.180000 sec): 3 clusters
  Score: Raw -500508.042741 + Penalty 2697.348735 = -497810.694006
  nChanged 3
		SP:Iteration 35Q (68902.360000 sec): 3 clusters
  Score: Raw -500510.001477 + Penalty 2697.348735 = -497812.652742
  nChanged 6
		SP:Iteration 36Q (68902.560000 sec): 3 clusters
  Score: Raw -500512.056767 + Penalty 2697.348735 = -497814.708031
  nChanged 4
		SP:Iteration 37Q (68902.730000 sec): 3 clusters
  Score: Raw -500514.136223 + Penalty 2697.348735 = -497816.787487
  nChanged 3
		SP:Iteration 38Q (68902.940000 sec): 3 clusters
  Score: Raw -500515.078352 + Penalty 2697.348735 = -497817.729617
  nChanged 6
		SP:Iteration 39Q (68903.140000 sec): 3 clusters
  Score: Raw -500517.858017 + Penalty 2697.348735 = -497820.509282
  nChanged 6
		SP:Iteration 40F (68903.310000 sec): 3 clusters
  Score: Raw -500520.079102 + Penalty 2697.348735 = -497822.730366
  nChanged 4
		SP:Iteration 41Q (68903.550000 sec): 3 clusters
  Score: Raw -500522.097677 + Penalty 2697.348735 = -497824.748942
  nChanged 7
		SP:Iteration 42Q (68903.730000 sec): 3 clusters
  Score: Raw -500526.030180 + Penalty 2697.348735 = -497828.681445
  nChanged 8
		SP:Iteration 43Q (68903.930000 sec): 3 clusters
  Score: Raw -500530.588085 + Penalty 2697.348735 = -497833.239349
  nChanged 4
		SP:Iteration 44Q (68904.080000 sec): 3 clusters
  Score: Raw -500532.416621 + Penalty 2697.348735 = -497835.067885
  nChanged 6
		SP:Iteration 45Q (68904.270000 sec): 3 clusters
  Score: Raw -500534.396886 + Penalty 2697.348735 = -497837.048150
  nChanged 6
		SP:Iteration 46Q (68904.470000 sec): 3 clusters
  Score: Raw -500537.141143 + Penalty 2697.348735 = -497839.792408
  nChanged 7
		SP:Iteration 47Q (68904.650000 sec): 3 clusters
  Score: Raw -500540.108410 + Penalty 2697.348735 = -497842.759675
  nChanged 5
		SP:Iteration 48Q (68904.810000 sec): 3 clusters
  Score: Raw -500542.395331 + Penalty 2697.348735 = -497845.046596
  nChanged 1
		SP:Iteration 49Q (68905.020000 sec): 3 clusters
  Score: Raw -500542.726334 + Penalty 2697.348735 = -497845.377598
  nChanged 1
		SP:Iteration 50Q (68905.170000 sec): 3 clusters
  Score: Raw -500542.963020 + Penalty 2697.348735 = -497845.614285
  nChanged 0
		SP:Iteration 51F (68905.410000 sec): 3 clusters
  Score: Raw -500542.963020 + Penalty 2697.348735 = -497845.614285
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (13406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68905.570000 sec): 2 clusters
  Score: Raw -1475404.064812 + Penalty 1544.311868 = -1473859.752944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68905.850000 sec): 3 clusters
  Score: Raw -1467655.425469 + Penalty 3088.623735 = -1464566.801734
  nChanged 5886
		SP:Iteration 1F (68906.060000 sec): 3 clusters
  Score: Raw -1470874.071800 + Penalty 3088.623735 = -1467785.448065
  nChanged 877
		SP:Iteration 2F (68906.330000 sec): 3 clusters
  Score: Raw -1471294.517863 + Penalty 3088.623735 = -1468205.894127
  nChanged 785
		SP:Iteration 3F (68906.600000 sec): 3 clusters
  Score: Raw -1471686.664580 + Penalty 3088.623735 = -1468598.040845
  nChanged 733
		SP:Iteration 4F (68906.880000 sec): 3 clusters
  Score: Raw -1472075.877152 + Penalty 3088.623735 = -1468987.253417
  nChanged 742
		SP:Iteration 5F (68907.130000 sec): 3 clusters
  Score: Raw -1472510.946749 + Penalty 3088.623735 = -1469422.323014
  nChanged 718
		SP:Iteration 6F (68907.420000 sec): 3 clusters
  Score: Raw -1473002.030339 + Penalty 3088.623735 = -1469913.406604
  nChanged 694
		SP:Iteration 7F (68907.680000 sec): 3 clusters
  Score: Raw -1473521.763473 + Penalty 3088.623735 = -1470433.139738
  nChanged 640
		SP:Iteration 8Q (68907.940000 sec): 3 clusters
  Score: Raw -1473975.114244 + Penalty 3088.623735 = -1470886.490509
  nChanged 512
		SP:Iteration 9Q (68908.220000 sec): 3 clusters
  Score: Raw -1474256.288362 + Penalty 3088.623735 = -1471167.664627
  nChanged 388
		SP:Iteration 10Q (68908.610000 sec): 3 clusters
  Score: Raw -1474427.675897 + Penalty 3088.623735 = -1471339.052162
  nChanged 279
		SP:Iteration 11Q (68908.850000 sec): 3 clusters
  Score: Raw -1474524.724566 + Penalty 3088.623735 = -1471436.100831
  nChanged 195
		SP:Iteration 12Q (68909.140000 sec): 3 clusters
  Score: Raw -1474587.135877 + Penalty 3088.623735 = -1471498.512142
  nChanged 152
		SP:Iteration 13Q (68909.410000 sec): 3 clusters
  Score: Raw -1474625.684946 + Penalty 3088.623735 = -1471537.061211
  nChanged 131
		SP:Iteration 14Q (68909.670000 sec): 3 clusters
  Score: Raw -1474664.714280 + Penalty 3088.623735 = -1471576.090545
  nChanged 131
		SP:Iteration 15Q (68909.920000 sec): 3 clusters
  Score: Raw -1474706.109611 + Penalty 3088.623735 = -1471617.485876
  nChanged 122
		SP:Iteration 16Q (68910.210000 sec): 3 clusters
  Score: Raw -1474746.677802 + Penalty 3088.623735 = -1471658.054067
  nChanged 125
		SP:Iteration 17Q (68910.440000 sec): 3 clusters
  Score: Raw -1474792.795123 + Penalty 3088.623735 = -1471704.171387
  nChanged 140
		SP:Iteration 18Q (68910.690000 sec): 3 clusters
  Score: Raw -1474846.097967 + Penalty 3088.623735 = -1471757.474232
  nChanged 135
		SP:Iteration 19Q (68911.000000 sec): 3 clusters
  Score: Raw -1474888.409770 + Penalty 3088.623735 = -1471799.786034
  nChanged 109
		SP:Iteration 20F (68911.220000 sec): 3 clusters
  Score: Raw -1474924.988020 + Penalty 3088.623735 = -1471836.364285
  nChanged 106
		SP:Iteration 21Q (68911.500000 sec): 3 clusters
  Score: Raw -1474957.710779 + Penalty 3088.623735 = -1471869.087043
  nChanged 101
		SP:Iteration 22Q (68911.780000 sec): 3 clusters
  Score: Raw -1474983.606086 + Penalty 3088.623735 = -1471894.982351
  nChanged 87
		SP:Iteration 23Q (68912.070000 sec): 3 clusters
  Score: Raw -1475008.356744 + Penalty 3088.623735 = -1471919.733009
  nChanged 85
		SP:Iteration 24Q (68912.300000 sec): 3 clusters
  Score: Raw -1475035.386319 + Penalty 3088.623735 = -1471946.762584
  nChanged 93
		SP:Iteration 25Q (68912.590000 sec): 3 clusters
  Score: Raw -1475059.020201 + Penalty 3088.623735 = -1471970.396466
  nChanged 73
		SP:Iteration 26Q (68912.850000 sec): 3 clusters
  Score: Raw -1475075.056260 + Penalty 3088.623735 = -1471986.432525
  nChanged 46
		SP:Iteration 27Q (68913.080000 sec): 3 clusters
  Score: Raw -1475083.674331 + Penalty 3088.623735 = -1471995.050596
  nChanged 40
		SP:Iteration 28Q (68913.330000 sec): 3 clusters
  Score: Raw -1475091.054121 + Penalty 3088.623735 = -1472002.430386
  nChanged 43
		SP:Iteration 29Q (68913.580000 sec): 3 clusters
  Score: Raw -1475097.983168 + Penalty 3088.623735 = -1472009.359432
  nChanged 38
		SP:Iteration 30Q (68913.840000 sec): 3 clusters
  Score: Raw -1475104.003285 + Penalty 3088.623735 = -1472015.379550
  nChanged 32
		SP:Iteration 31Q (68914.040000 sec): 3 clusters
  Score: Raw -1475108.957684 + Penalty 3088.623735 = -1472020.333949
  nChanged 32
		SP:Iteration 32Q (68914.320000 sec): 3 clusters
  Score: Raw -1475114.161585 + Penalty 3088.623735 = -1472025.537849
  nChanged 31
		SP:Iteration 33Q (68914.500000 sec): 3 clusters
  Score: Raw -1475119.225932 + Penalty 3088.623735 = -1472030.602197
  nChanged 24
		SP:Iteration 34Q (68914.730000 sec): 3 clusters
  Score: Raw -1475122.411744 + Penalty 3088.623735 = -1472033.788009
  nChanged 23
		SP:Iteration 35Q (68914.920000 sec): 3 clusters
  Score: Raw -1475125.688718 + Penalty 3088.623735 = -1472037.064982
  nChanged 27
		SP:Iteration 36Q (68915.170000 sec): 3 clusters
  Score: Raw -1475129.806701 + Penalty 3088.623735 = -1472041.182966
  nChanged 18
		SP:Iteration 37Q (68915.350000 sec): 3 clusters
  Score: Raw -1475132.312239 + Penalty 3088.623735 = -1472043.688503
  nChanged 15
		SP:Iteration 38Q (68915.580000 sec): 3 clusters
  Score: Raw -1475133.874683 + Penalty 3088.623735 = -1472045.250948
  nChanged 21
		SP:Iteration 39Q (68915.820000 sec): 3 clusters
  Score: Raw -1475136.706557 + Penalty 3088.623735 = -1472048.082822
  nChanged 11
		SP:Iteration 40F (68916.040000 sec): 3 clusters
  Score: Raw -1475138.030136 + Penalty 3088.623735 = -1472049.406401
  nChanged 12
		SP:Iteration 41Q (68916.320000 sec): 3 clusters
  Score: Raw -1475139.026716 + Penalty 3088.623735 = -1472050.402981
  nChanged 7
		SP:Iteration 42Q (68916.550000 sec): 3 clusters
  Score: Raw -1475139.832134 + Penalty 3088.623735 = -1472051.208399
  nChanged 16
		SP:Iteration 43Q (68916.770000 sec): 3 clusters
  Score: Raw -1475141.820231 + Penalty 3088.623735 = -1472053.196496
  nChanged 13
		SP:Iteration 44Q (68917.000000 sec): 3 clusters
  Score: Raw -1475142.922451 + Penalty 3088.623735 = -1472054.298716
  nChanged 6
		SP:Iteration 45Q (68917.280000 sec): 3 clusters
  Score: Raw -1475143.609233 + Penalty 3088.623735 = -1472054.985498
  nChanged 10
		SP:Iteration 46Q (68917.550000 sec): 3 clusters
  Score: Raw -1475145.006885 + Penalty 3088.623735 = -1472056.383150
  nChanged 7
		SP:Iteration 47Q (68917.820000 sec): 3 clusters
  Score: Raw -1475146.330379 + Penalty 3088.623735 = -1472057.706644
  nChanged 15
		SP:Iteration 48Q (68918.030000 sec): 3 clusters
  Score: Raw -1475149.831301 + Penalty 3088.623735 = -1472061.207566
  nChanged 14
		SP:Iteration 49Q (68918.270000 sec): 3 clusters
  Score: Raw -1475151.753865 + Penalty 3088.623735 = -1472063.130129
  nChanged 12
		SP:Iteration 50Q (68918.520000 sec): 3 clusters
  Score: Raw -1475153.075503 + Penalty 3088.623735 = -1472064.451768
  nChanged 10
		SP:Iteration 51Q (68918.800000 sec): 3 clusters
  Score: Raw -1475154.070581 + Penalty 3088.623735 = -1472065.446846
  nChanged 10
		SP:Iteration 52Q (68919.050000 sec): 3 clusters
  Score: Raw -1475155.162095 + Penalty 3088.623735 = -1472066.538360
  nChanged 4
		SP:Iteration 53Q (68919.310000 sec): 3 clusters
  Score: Raw -1475155.478183 + Penalty 3088.623735 = -1472066.854448
  nChanged 3
		SP:Iteration 54Q (68919.600000 sec): 3 clusters
  Score: Raw -1475155.600582 + Penalty 3088.623735 = -1472066.976847
  nChanged 1
		SP:Iteration 55Q (68919.860000 sec): 3 clusters
  Score: Raw -1475155.663854 + Penalty 3088.623735 = -1472067.040119
  nChanged 2
		SP:Iteration 56Q (68920.140000 sec): 3 clusters
  Score: Raw -1475155.897762 + Penalty 3088.623735 = -1472067.274027
  nChanged 4
		SP:Iteration 57Q (68920.420000 sec): 3 clusters
  Score: Raw -1475156.102834 + Penalty 3088.623735 = -1472067.479098
  nChanged 2
		SP:Iteration 58Q (68920.720000 sec): 3 clusters
  Score: Raw -1475156.210485 + Penalty 3088.623735 = -1472067.586749
  nChanged 0
		SP:Iteration 59F (68921.010000 sec): 3 clusters
  Score: Raw -1475156.210485 + Penalty 3088.623735 = -1472067.586749
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68921.110000 sec): 2 clusters
  Score: Raw -100033.168414 + Penalty 1128.727274 = -98904.441140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68921.350000 sec): 3 clusters
  Score: Raw -99738.132101 + Penalty 2257.454547 = -97480.677554
  nChanged 343
		SP:Iteration 1F (68921.580000 sec): 3 clusters
  Score: Raw -100125.532600 + Penalty 2257.454547 = -97868.078053
  nChanged 95
		SP:Iteration 2F (68921.720000 sec): 3 clusters
  Score: Raw -100255.999439 + Penalty 2257.454547 = -97998.544892
  nChanged 65
		SP:Iteration 3F (68921.900000 sec): 3 clusters
  Score: Raw -100340.926228 + Penalty 2257.454547 = -98083.471681
  nChanged 35
		SP:Iteration 4Q (68922.060000 sec): 3 clusters
  Score: Raw -100383.379217 + Penalty 2257.454547 = -98125.924670
  nChanged 18
		SP:Iteration 5Q (68922.190000 sec): 3 clusters
  Score: Raw -100411.356859 + Penalty 2257.454547 = -98153.902312
  nChanged 13
		SP:Iteration 6Q (68922.380000 sec): 3 clusters
  Score: Raw -100422.560563 + Penalty 2257.454547 = -98165.106016
  nChanged 9
		SP:Iteration 7Q (68922.520000 sec): 3 clusters
  Score: Raw -100433.628525 + Penalty 2257.454547 = -98176.173978
  nChanged 5
		SP:Iteration 8Q (68922.740000 sec): 3 clusters
  Score: Raw -100437.781434 + Penalty 2257.454547 = -98180.326887
  nChanged 4
		SP:Iteration 9Q (68922.880000 sec): 3 clusters
  Score: Raw -100440.527853 + Penalty 2257.454547 = -98183.073306
  nChanged 3
		SP:Iteration 10Q (68923.050000 sec): 3 clusters
  Score: Raw -100442.306570 + Penalty 2257.454547 = -98184.852023
  nChanged 2
		SP:Iteration 11Q (68923.230000 sec): 3 clusters
  Score: Raw -100444.043864 + Penalty 2257.454547 = -98186.589316
  nChanged 0
		SP:Iteration 12F (68923.460000 sec): 3 clusters
  Score: Raw -100444.043864 + Penalty 2257.454547 = -98186.589316
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68923.710000 sec): 2 clusters
  Score: Raw -3149440.883678 + Penalty 1676.537246 = -3147764.346431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68924.110000 sec): 3 clusters
  Score: Raw -3130675.313702 + Penalty 3353.074493 = -3127322.239210
  nChanged 13975
		SP:Iteration 1F (68924.460000 sec): 3 clusters
  Score: Raw -3138534.259017 + Penalty 3353.074493 = -3135181.184524
  nChanged 1388
		SP:Iteration 2Q (68924.870000 sec): 3 clusters
  Score: Raw -3139023.768505 + Penalty 3353.074493 = -3135670.694013
  nChanged 1398
		SP:Iteration 3Q (68925.280000 sec): 3 clusters
  Score: Raw -3139536.221106 + Penalty 3353.074493 = -3136183.146613
  nChanged 1413
		SP:Iteration 4Q (68925.670000 sec): 3 clusters
  Score: Raw -3140099.796363 + Penalty 3353.074493 = -3136746.721871
  nChanged 1393
		SP:Iteration 5Q (68926.050000 sec): 3 clusters
  Score: Raw -3140666.684830 + Penalty 3353.074493 = -3137313.610338
  nChanged 1376
		SP:Iteration 6Q (68926.410000 sec): 3 clusters
  Score: Raw -3141261.295783 + Penalty 3353.074493 = -3137908.221290
  nChanged 1355
		SP:Iteration 7Q (68926.810000 sec): 3 clusters
  Score: Raw -3141886.770623 + Penalty 3353.074493 = -3138533.696130
  nChanged 1314
		SP:Iteration 8Q (68927.160000 sec): 3 clusters
  Score: Raw -3142559.738453 + Penalty 3353.074493 = -3139206.663960
  nChanged 1315
		SP:Iteration 9Q (68927.590000 sec): 3 clusters
  Score: Raw -3143277.625548 + Penalty 3353.074493 = -3139924.551055
  nChanged 1373
		SP:Iteration 10Q (68927.980000 sec): 3 clusters
  Score: Raw -3144086.490534 + Penalty 3353.074493 = -3140733.416042
  nChanged 1300
		SP:Iteration 11Q (68928.300000 sec): 3 clusters
  Score: Raw -3144866.400126 + Penalty 3353.074493 = -3141513.325633
  nChanged 1151
		SP:Iteration 12Q (68928.690000 sec): 3 clusters
  Score: Raw -3145464.827671 + Penalty 3353.074493 = -3142111.753178
  nChanged 850
		SP:Iteration 13Q (68929.070000 sec): 3 clusters
  Score: Raw -3145788.973083 + Penalty 3353.074493 = -3142435.898590
  nChanged 617
		SP:Iteration 14Q (68929.480000 sec): 3 clusters
  Score: Raw -3145987.767748 + Penalty 3353.074493 = -3142634.693256
  nChanged 484
		SP:Iteration 15Q (68929.870000 sec): 3 clusters
  Score: Raw -3146133.227944 + Penalty 3353.074493 = -3142780.153452
  nChanged 435
		SP:Iteration 16Q (68930.220000 sec): 3 clusters
  Score: Raw -3146258.183904 + Penalty 3353.074493 = -3142905.109412
  nChanged 401
		SP:Iteration 17Q (68930.530000 sec): 3 clusters
  Score: Raw -3146372.855823 + Penalty 3353.074493 = -3143019.781330
  nChanged 413
		SP:Iteration 18Q (68930.830000 sec): 3 clusters
  Score: Raw -3146495.885564 + Penalty 3353.074493 = -3143142.811072
  nChanged 424
		SP:Iteration 19Q (68931.170000 sec): 3 clusters
  Score: Raw -3146614.198705 + Penalty 3353.074493 = -3143261.124213
  nChanged 401
		SP:Iteration 20F (68931.450000 sec): 3 clusters
  Score: Raw -3146721.174093 + Penalty 3353.074493 = -3143368.099601
  nChanged 388
		SP:Iteration 21Q (68931.810000 sec): 3 clusters
  Score: Raw -3146832.189325 + Penalty 3353.074493 = -3143479.114832
  nChanged 395
		SP:Iteration 22Q (68932.190000 sec): 3 clusters
  Score: Raw -3146961.347197 + Penalty 3353.074493 = -3143608.272704
  nChanged 433
		SP:Iteration 23Q (68932.570000 sec): 3 clusters
  Score: Raw -3147108.256770 + Penalty 3353.074493 = -3143755.182278
  nChanged 437
		SP:Iteration 24Q (68932.850000 sec): 3 clusters
  Score: Raw -3147268.321821 + Penalty 3353.074493 = -3143915.247329
  nChanged 464
		SP:Iteration 25Q (68933.210000 sec): 3 clusters
  Score: Raw -3147439.502548 + Penalty 3353.074493 = -3144086.428055
  nChanged 446
		SP:Iteration 26Q (68933.590000 sec): 3 clusters
  Score: Raw -3147614.746982 + Penalty 3353.074493 = -3144261.672489
  nChanged 454
		SP:Iteration 27Q (68933.870000 sec): 3 clusters
  Score: Raw -3147811.741484 + Penalty 3353.074493 = -3144458.666992
  nChanged 465
		SP:Iteration 28Q (68934.190000 sec): 3 clusters
  Score: Raw -3148028.240245 + Penalty 3353.074493 = -3144675.165752
  nChanged 437
		SP:Iteration 29Q (68934.540000 sec): 3 clusters
  Score: Raw -3148222.214216 + Penalty 3353.074493 = -3144869.139723
  nChanged 413
		SP:Iteration 30Q (68934.910000 sec): 3 clusters
  Score: Raw -3148414.405734 + Penalty 3353.074493 = -3145061.331242
  nChanged 389
		SP:Iteration 31Q (68935.250000 sec): 3 clusters
  Score: Raw -3148605.976059 + Penalty 3353.074493 = -3145252.901566
  nChanged 380
		SP:Iteration 32Q (68935.550000 sec): 3 clusters
  Score: Raw -3148800.464799 + Penalty 3353.074493 = -3145447.390307
  nChanged 347
		SP:Iteration 33Q (68935.900000 sec): 3 clusters
  Score: Raw -3148997.835271 + Penalty 3353.074493 = -3145644.760779
  nChanged 287
		SP:Iteration 34Q (68936.270000 sec): 3 clusters
  Score: Raw -3149152.264532 + Penalty 3353.074493 = -3145799.190039
  nChanged 244
		SP:Iteration 35Q (68936.570000 sec): 3 clusters
  Score: Raw -3149279.323308 + Penalty 3353.074493 = -3145926.248816
  nChanged 194
		SP:Iteration 36Q (68936.890000 sec): 3 clusters
  Score: Raw -3149390.558122 + Penalty 3353.074493 = -3146037.483629
  nChanged 154
		SP:Iteration 37Q (68937.210000 sec): 3 clusters
  Score: Raw -3149478.355246 + Penalty 3353.074493 = -3146125.280754
  nChanged 105
		SP:Iteration 38Q (68937.520000 sec): 3 clusters
  Score: Raw -3149534.392445 + Penalty 3353.074493 = -3146181.317952
  nChanged 97
		SP:Iteration 39Q (68937.810000 sec): 3 clusters
  Score: Raw -3149582.241001 + Penalty 3353.074493 = -3146229.166508
  nChanged 69
		SP:Iteration 40F (68938.170000 sec): 3 clusters
  Score: Raw -3149617.694148 + Penalty 3353.074493 = -3146264.619655
  nChanged 61
		SP:Iteration 41Q (68938.530000 sec): 3 clusters
  Score: Raw -3149649.707724 + Penalty 3353.074493 = -3146296.633231
  nChanged 56
		SP:Iteration 42Q (68938.850000 sec): 3 clusters
  Score: Raw -3149677.132307 + Penalty 3353.074493 = -3146324.057815
  nChanged 36
		SP:Iteration 43Q (68939.170000 sec): 3 clusters
  Score: Raw -3149696.049001 + Penalty 3353.074493 = -3146342.974509
  nChanged 25
		SP:Iteration 44Q (68939.540000 sec): 3 clusters
  Score: Raw -3149713.845571 + Penalty 3353.074493 = -3146360.771078
  nChanged 20
		SP:Iteration 45Q (68939.900000 sec): 3 clusters
  Score: Raw -3149727.260792 + Penalty 3353.074493 = -3146374.186300
  nChanged 15
		SP:Iteration 46Q (68940.270000 sec): 3 clusters
  Score: Raw -3149738.358465 + Penalty 3353.074493 = -3146385.283972
  nChanged 18
		SP:Iteration 47Q (68940.630000 sec): 3 clusters
  Score: Raw -3149747.777018 + Penalty 3353.074493 = -3146394.702525
  nChanged 9
		SP:Iteration 48Q (68940.900000 sec): 3 clusters
  Score: Raw -3149755.573613 + Penalty 3353.074493 = -3146402.499120
  nChanged 14
		SP:Iteration 49Q (68941.250000 sec): 3 clusters
  Score: Raw -3149763.240225 + Penalty 3353.074493 = -3146410.165733
  nChanged 8
		SP:Iteration 50Q (68941.530000 sec): 3 clusters
  Score: Raw -3149767.134339 + Penalty 3353.074493 = -3146414.059847
  nChanged 8
		SP:Iteration 51Q (68941.890000 sec): 3 clusters
  Score: Raw -3149771.944964 + Penalty 3353.074493 = -3146418.870472
  nChanged 5
		SP:Iteration 52Q (68942.270000 sec): 3 clusters
  Score: Raw -3149774.675744 + Penalty 3353.074493 = -3146421.601251
  nChanged 4
		SP:Iteration 53Q (68942.550000 sec): 3 clusters
  Score: Raw -3149776.345776 + Penalty 3353.074493 = -3146423.271284
  nChanged 2
		SP:Iteration 54Q (68942.930000 sec): 3 clusters
  Score: Raw -3149778.052124 + Penalty 3353.074493 = -3146424.977632
  nChanged 0
		SP:Iteration 55F (68943.290000 sec): 3 clusters
  Score: Raw -3149778.052124 + Penalty 3353.074493 = -3146424.977632
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68943.440000 sec): 2 clusters
  Score: Raw -61190.068524 + Penalty 1037.319828 = -60152.748696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68943.640000 sec): 3 clusters
  Score: Raw -61071.165611 + Penalty 2074.639656 = -58996.525954
  nChanged 161
		SP:Iteration 1F (68943.820000 sec): 3 clusters
  Score: Raw -61313.722500 + Penalty 2074.639656 = -59239.082843
  nChanged 40
		SP:Iteration 2F (68944.010000 sec): 3 clusters
  Score: Raw -61431.745870 + Penalty 2074.639656 = -59357.106213
  nChanged 38
		SP:Iteration 3F (68944.180000 sec): 3 clusters
  Score: Raw -61530.002563 + Penalty 2074.639656 = -59455.362907
  nChanged 32
		SP:Iteration 4F (68944.410000 sec): 3 clusters
  Score: Raw -61618.528116 + Penalty 2074.639656 = -59543.888460
  nChanged 35
		SP:Iteration 5F (68944.570000 sec): 3 clusters
  Score: Raw -61699.221068 + Penalty 2074.639656 = -59624.581412
  nChanged 29
		SP:Iteration 6Q (68944.770000 sec): 3 clusters
  Score: Raw -61764.877854 + Penalty 2074.639656 = -59690.238197
  nChanged 22
		SP:Iteration 7Q (68944.950000 sec): 3 clusters
  Score: Raw -61820.770967 + Penalty 2074.639656 = -59746.131311
  nChanged 13
		SP:Iteration 8Q (68945.170000 sec): 3 clusters
  Score: Raw -61854.951016 + Penalty 2074.639656 = -59780.311359
  nChanged 9
		SP:Iteration 9Q (68945.320000 sec): 3 clusters
  Score: Raw -61893.236043 + Penalty 2074.639656 = -59818.596387
  nChanged 10
		SP:Iteration 10Q (68945.510000 sec): 3 clusters
  Score: Raw -61927.554447 + Penalty 2074.639656 = -59852.914790
  nChanged 6
		SP:Iteration 11Q (68945.730000 sec): 3 clusters
  Score: Raw -61941.760719 + Penalty 2074.639656 = -59867.121063
  nChanged 5
		SP:Iteration 12Q (68945.930000 sec): 3 clusters
  Score: Raw -61962.130913 + Penalty 2074.639656 = -59887.491256
  nChanged 7
		SP:Iteration 13Q (68946.130000 sec): 3 clusters
  Score: Raw -61976.458086 + Penalty 2074.639656 = -59901.818430
  nChanged 6
		SP:Iteration 14Q (68946.330000 sec): 3 clusters
  Score: Raw -61985.470306 + Penalty 2074.639656 = -59910.830649
  nChanged 3
		SP:Iteration 15Q (68946.530000 sec): 3 clusters
  Score: Raw -62005.410457 + Penalty 2074.639656 = -59930.770801
  nChanged 3
		SP:Iteration 16Q (68946.770000 sec): 3 clusters
  Score: Raw -62009.872279 + Penalty 2074.639656 = -59935.232623
  nChanged 0
		SP:Iteration 17F (68946.950000 sec): 3 clusters
  Score: Raw -62009.872279 + Penalty 2074.639656 = -59935.232623
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (49255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68947.310000 sec): 2 clusters
  Score: Raw -5526679.328859 + Penalty 1755.774502 = -5524923.554357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68947.770000 sec): 3 clusters
  Score: Raw -5495447.246933 + Penalty 3511.549003 = -5491935.697930
  nChanged 23239
		SP:Iteration 1F (68948.300000 sec): 3 clusters
  Score: Raw -5508732.536802 + Penalty 3511.549003 = -5505220.987798
  nChanged 2290
		SP:Iteration 2Q (68948.780000 sec): 3 clusters
  Score: Raw -5509595.643649 + Penalty 3511.549003 = -5506084.094645
  nChanged 2441
		SP:Iteration 3Q (68949.210000 sec): 3 clusters
  Score: Raw -5510627.614414 + Penalty 3511.549003 = -5507116.065410
  nChanged 2585
		SP:Iteration 4F (68949.620000 sec): 3 clusters
  Score: Raw -5511825.536359 + Penalty 3511.549003 = -5508313.987356
  nChanged 2718
		SP:Iteration 5F (68949.970000 sec): 3 clusters
  Score: Raw -5513143.473835 + Penalty 3511.549003 = -5509631.924832
  nChanged 2656
		SP:Iteration 6F (68950.420000 sec): 3 clusters
  Score: Raw -5514538.328009 + Penalty 3511.549003 = -5511026.779006
  nChanged 2690
		SP:Iteration 7F (68950.850000 sec): 3 clusters
  Score: Raw -5516037.604794 + Penalty 3511.549003 = -5512526.055791
  nChanged 2528
		SP:Iteration 8F (68951.330000 sec): 3 clusters
  Score: Raw -5517465.628357 + Penalty 3511.549003 = -5513954.079354
  nChanged 2262
		SP:Iteration 9Q (68951.770000 sec): 3 clusters
  Score: Raw -5518582.069209 + Penalty 3511.549003 = -5515070.520206
  nChanged 1822
		SP:Iteration 10Q (68952.170000 sec): 3 clusters
  Score: Raw -5519299.236747 + Penalty 3511.549003 = -5515787.687744
  nChanged 1326
		SP:Iteration 11Q (68952.590000 sec): 3 clusters
  Score: Raw -5519733.152067 + Penalty 3511.549003 = -5516221.603064
  nChanged 1029
		SP:Iteration 12Q (68953.000000 sec): 3 clusters
  Score: Raw -5520036.737810 + Penalty 3511.549003 = -5516525.188807
  nChanged 852
		SP:Iteration 13Q (68953.430000 sec): 3 clusters
  Score: Raw -5520244.340853 + Penalty 3511.549003 = -5516732.791849
  nChanged 678
		SP:Iteration 14Q (68953.850000 sec): 3 clusters
  Score: Raw -5520397.668623 + Penalty 3511.549003 = -5516886.119620
  nChanged 622
		SP:Iteration 15Q (68954.300000 sec): 3 clusters
  Score: Raw -5520531.391061 + Penalty 3511.549003 = -5517019.842057
  nChanged 596
		SP:Iteration 16Q (68954.720000 sec): 3 clusters
  Score: Raw -5520667.858846 + Penalty 3511.549003 = -5517156.309843
  nChanged 588
		SP:Iteration 17Q (68955.170000 sec): 3 clusters
  Score: Raw -5520802.007881 + Penalty 3511.549003 = -5517290.458877
  nChanged 620
		SP:Iteration 18Q (68955.640000 sec): 3 clusters
  Score: Raw -5520948.619373 + Penalty 3511.549003 = -5517437.070370
  nChanged 628
		SP:Iteration 19Q (68956.080000 sec): 3 clusters
  Score: Raw -5521099.013990 + Penalty 3511.549003 = -5517587.464987
  nChanged 619
		SP:Iteration 20F (68956.550000 sec): 3 clusters
  Score: Raw -5521246.074907 + Penalty 3511.549003 = -5517734.525903
  nChanged 645
		SP:Iteration 21Q (68957.040000 sec): 3 clusters
  Score: Raw -5521404.551768 + Penalty 3511.549003 = -5517893.002765
  nChanged 671
		SP:Iteration 22Q (68957.510000 sec): 3 clusters
  Score: Raw -5521578.767643 + Penalty 3511.549003 = -5518067.218640
  nChanged 713
		SP:Iteration 23Q (68957.950000 sec): 3 clusters
  Score: Raw -5521771.124373 + Penalty 3511.549003 = -5518259.575370
  nChanged 751
		SP:Iteration 24Q (68958.370000 sec): 3 clusters
  Score: Raw -5521978.596243 + Penalty 3511.549003 = -5518467.047240
  nChanged 775
		SP:Iteration 25Q (68958.880000 sec): 3 clusters
  Score: Raw -5522214.422244 + Penalty 3511.549003 = -5518702.873241
  nChanged 809
		SP:Iteration 26Q (68959.360000 sec): 3 clusters
  Score: Raw -5522475.488972 + Penalty 3511.549003 = -5518963.939968
  nChanged 789
		SP:Iteration 27Q (68959.730000 sec): 3 clusters
  Score: Raw -5522732.827630 + Penalty 3511.549003 = -5519221.278627
  nChanged 802
		SP:Iteration 28Q (68960.180000 sec): 3 clusters
  Score: Raw -5523019.890688 + Penalty 3511.549003 = -5519508.341685
  nChanged 815
		SP:Iteration 29Q (68960.650000 sec): 3 clusters
  Score: Raw -5523318.961703 + Penalty 3511.549003 = -5519807.412699
  nChanged 795
		SP:Iteration 30Q (68961.050000 sec): 3 clusters
  Score: Raw -5523614.938381 + Penalty 3511.549003 = -5520103.389378
  nChanged 797
		SP:Iteration 31Q (68961.480000 sec): 3 clusters
  Score: Raw -5523926.204370 + Penalty 3511.549003 = -5520414.655367
  nChanged 778
		SP:Iteration 32Q (68961.920000 sec): 3 clusters
  Score: Raw -5524254.630519 + Penalty 3511.549003 = -5520743.081515
  nChanged 789
		SP:Iteration 33Q (68962.340000 sec): 3 clusters
  Score: Raw -5524621.102819 + Penalty 3511.549003 = -5521109.553815
  nChanged 728
		SP:Iteration 34Q (68962.760000 sec): 3 clusters
  Score: Raw -5524969.311002 + Penalty 3511.549003 = -5521457.761998
  nChanged 688
		SP:Iteration 35Q (68963.170000 sec): 3 clusters
  Score: Raw -5525304.890820 + Penalty 3511.549003 = -5521793.341816
  nChanged 629
		SP:Iteration 36Q (68963.580000 sec): 3 clusters
  Score: Raw -5525623.604380 + Penalty 3511.549003 = -5522112.055376
  nChanged 561
		SP:Iteration 37Q (68964.010000 sec): 3 clusters
  Score: Raw -5525898.680959 + Penalty 3511.549003 = -5522387.131956
  nChanged 436
		SP:Iteration 38Q (68964.440000 sec): 3 clusters
  Score: Raw -5526112.849632 + Penalty 3511.549003 = -5522601.300629
  nChanged 387
		SP:Iteration 39Q (68964.840000 sec): 3 clusters
  Score: Raw -5526317.031170 + Penalty 3511.549003 = -5522805.482166
  nChanged 354
		SP:Iteration 40F (68965.220000 sec): 3 clusters
  Score: Raw -5526530.437693 + Penalty 3511.549003 = -5523018.888690
  nChanged 293
		SP:Iteration 41Q (68965.560000 sec): 3 clusters
  Score: Raw -5526703.007916 + Penalty 3511.549003 = -5523191.458913
  nChanged 264
		SP:Iteration 42Q (68965.980000 sec): 3 clusters
  Score: Raw -5526845.290104 + Penalty 3511.549003 = -5523333.741100
  nChanged 187
		SP:Iteration 43Q (68966.360000 sec): 3 clusters
  Score: Raw -5526930.271629 + Penalty 3511.549003 = -5523418.722626
  nChanged 162
		SP:Iteration 44Q (68966.710000 sec): 3 clusters
  Score: Raw -5526999.751138 + Penalty 3511.549003 = -5523488.202134
  nChanged 143
		SP:Iteration 45Q (68967.200000 sec): 3 clusters
  Score: Raw -5527058.766589 + Penalty 3511.549003 = -5523547.217586
  nChanged 117
		SP:Iteration 46Q (68967.540000 sec): 3 clusters
  Score: Raw -5527102.947038 + Penalty 3511.549003 = -5523591.398035
  nChanged 81
		SP:Iteration 47Q (68967.990000 sec): 3 clusters
  Score: Raw -5527131.023803 + Penalty 3511.549003 = -5523619.474800
  nChanged 59
		SP:Iteration 48Q (68968.370000 sec): 3 clusters
  Score: Raw -5527150.749734 + Penalty 3511.549003 = -5523639.200730
  nChanged 61
		SP:Iteration 49Q (68968.770000 sec): 3 clusters
  Score: Raw -5527171.256431 + Penalty 3511.549003 = -5523659.707428
  nChanged 50
		SP:Iteration 50Q (68969.150000 sec): 3 clusters
  Score: Raw -5527185.108467 + Penalty 3511.549003 = -5523673.559464
  nChanged 33
		SP:Iteration 51Q (68969.560000 sec): 3 clusters
  Score: Raw -5527193.757910 + Penalty 3511.549003 = -5523682.208907
  nChanged 25
		SP:Iteration 52Q (68969.960000 sec): 3 clusters
  Score: Raw -5527201.922094 + Penalty 3511.549003 = -5523690.373091
  nChanged 27
		SP:Iteration 53Q (68970.380000 sec): 3 clusters
  Score: Raw -5527209.362372 + Penalty 3511.549003 = -5523697.813368
  nChanged 23
		SP:Iteration 54Q (68970.830000 sec): 3 clusters
  Score: Raw -5527216.118469 + Penalty 3511.549003 = -5523704.569465
  nChanged 16
		SP:Iteration 55Q (68971.230000 sec): 3 clusters
  Score: Raw -5527219.367327 + Penalty 3511.549003 = -5523707.818324
  nChanged 16
		SP:Iteration 56Q (68971.650000 sec): 3 clusters
  Score: Raw -5527222.979437 + Penalty 3511.549003 = -5523711.430433
  nChanged 15
		SP:Iteration 57Q (68972.070000 sec): 3 clusters
  Score: Raw -5527227.050180 + Penalty 3511.549003 = -5523715.501176
  nChanged 15
		SP:Iteration 58Q (68972.470000 sec): 3 clusters
  Score: Raw -5527232.271293 + Penalty 3511.549003 = -5523720.722290
  nChanged 14
		SP:Iteration 59Q (68972.850000 sec): 3 clusters
  Score: Raw -5527236.162109 + Penalty 3511.549003 = -5523724.613105
  nChanged 8
		SP:Iteration 60F (68973.250000 sec): 3 clusters
  Score: Raw -5527238.257257 + Penalty 3511.549003 = -5523726.708253
  nChanged 9
		SP:Iteration 61Q (68973.680000 sec): 3 clusters
  Score: Raw -5527240.580207 + Penalty 3511.549003 = -5523729.031204
  nChanged 13
		SP:Iteration 62Q (68974.060000 sec): 3 clusters
  Score: Raw -5527243.889570 + Penalty 3511.549003 = -5523732.340567
  nChanged 15
		SP:Iteration 63Q (68974.490000 sec): 3 clusters
  Score: Raw -5527248.464925 + Penalty 3511.549003 = -5523736.915922
  nChanged 11
		SP:Iteration 64Q (68974.940000 sec): 3 clusters
  Score: Raw -5527250.864502 + Penalty 3511.549003 = -5523739.315499
  nChanged 8
		SP:Iteration 65Q (68975.410000 sec): 3 clusters
  Score: Raw -5527252.848249 + Penalty 3511.549003 = -5523741.299245
  nChanged 8
		SP:Iteration 66Q (68975.840000 sec): 3 clusters
  Score: Raw -5527255.337715 + Penalty 3511.549003 = -5523743.788712
  nChanged 11
		SP:Iteration 67Q (68976.300000 sec): 3 clusters
  Score: Raw -5527258.462942 + Penalty 3511.549003 = -5523746.913938
  nChanged 10
		SP:Iteration 68Q (68976.710000 sec): 3 clusters
  Score: Raw -5527261.173222 + Penalty 3511.549003 = -5523749.624219
  nChanged 15
		SP:Iteration 69Q (68977.170000 sec): 3 clusters
  Score: Raw -5527265.312051 + Penalty 3511.549003 = -5523753.763048
  nChanged 13
		SP:Iteration 70Q (68977.540000 sec): 3 clusters
  Score: Raw -5527270.208509 + Penalty 3511.549003 = -5523758.659505
  nChanged 12
		SP:Iteration 71Q (68977.950000 sec): 3 clusters
  Score: Raw -5527274.691272 + Penalty 3511.549003 = -5523763.142268
  nChanged 15
		SP:Iteration 72Q (68978.360000 sec): 3 clusters
  Score: Raw -5527280.887716 + Penalty 3511.549003 = -5523769.338712
  nChanged 9
		SP:Iteration 73Q (68978.780000 sec): 3 clusters
  Score: Raw -5527283.686786 + Penalty 3511.549003 = -5523772.137783
  nChanged 9
		SP:Iteration 74Q (68979.150000 sec): 3 clusters
  Score: Raw -5527286.692922 + Penalty 3511.549003 = -5523775.143918
  nChanged 13
		SP:Iteration 75Q (68979.580000 sec): 3 clusters
  Score: Raw -5527291.125906 + Penalty 3511.549003 = -5523779.576903
  nChanged 10
		SP:Iteration 76Q (68980.020000 sec): 3 clusters
  Score: Raw -5527295.007791 + Penalty 3511.549003 = -5523783.458788
  nChanged 13
		SP:Iteration 77Q (68980.400000 sec): 3 clusters
  Score: Raw -5527299.025235 + Penalty 3511.549003 = -5523787.476232
  nChanged 9
		SP:Iteration 78Q (68980.840000 sec): 3 clusters
  Score: Raw -5527301.859426 + Penalty 3511.549003 = -5523790.310422
  nChanged 7
		SP:Iteration 79Q (68981.280000 sec): 3 clusters
  Score: Raw -5527303.496978 + Penalty 3511.549003 = -5523791.947974
  nChanged 6
		SP:Iteration 80F (68981.740000 sec): 3 clusters
  Score: Raw -5527305.110825 + Penalty 3511.549003 = -5523793.561822
  nChanged 4
		SP:Iteration 81Q (68982.120000 sec): 3 clusters
  Score: Raw -5527306.665413 + Penalty 3511.549003 = -5523795.116410
  nChanged 5
		SP:Iteration 82Q (68982.550000 sec): 3 clusters
  Score: Raw -5527308.278057 + Penalty 3511.549003 = -5523796.729053
  nChanged 5
		SP:Iteration 83Q (68982.910000 sec): 3 clusters
  Score: Raw -5527310.064137 + Penalty 3511.549003 = -5523798.515134
  nChanged 4
		SP:Iteration 84Q (68983.320000 sec): 3 clusters
  Score: Raw -5527310.810186 + Penalty 3511.549003 = -5523799.261182
  nChanged 2
		SP:Iteration 85Q (68983.710000 sec): 3 clusters
  Score: Raw -5527311.255919 + Penalty 3511.549003 = -5523799.706916
  nChanged 3
		SP:Iteration 86Q (68984.090000 sec): 3 clusters
  Score: Raw -5527311.826059 + Penalty 3511.549003 = -5523800.277056
  nChanged 4
		SP:Iteration 87Q (68984.500000 sec): 3 clusters
  Score: Raw -5527312.929106 + Penalty 3511.549003 = -5523801.380103
  nChanged 2
		SP:Iteration 88Q (68984.870000 sec): 3 clusters
  Score: Raw -5527313.502583 + Penalty 3511.549003 = -5523801.953579
  nChanged 0
		SP:Iteration 89F (68985.380000 sec): 3 clusters
  Score: Raw -5527313.502583 + Penalty 3511.549003 = -5523801.953579
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68985.900000 sec): 2 clusters
  Score: Raw -10829071.646679 + Penalty 1857.150671 = -10827214.496007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68986.610000 sec): 3 clusters
  Score: Raw -10769496.502484 + Penalty 3714.301343 = -10765782.201141
  nChanged 43829
		SP:Iteration 1F (68987.290000 sec): 3 clusters
  Score: Raw -10794983.400400 + Penalty 3714.301343 = -10791269.099057
  nChanged 2994
		SP:Iteration 2Q (68987.960000 sec): 3 clusters
  Score: Raw -10795714.234784 + Penalty 3714.301343 = -10791999.933441
  nChanged 3092
		SP:Iteration 3Q (68988.620000 sec): 3 clusters
  Score: Raw -10796572.527909 + Penalty 3714.301343 = -10792858.226567
  nChanged 3509
		SP:Iteration 4Q (68989.320000 sec): 3 clusters
  Score: Raw -10797785.397186 + Penalty 3714.301343 = -10794071.095844
  nChanged 4070
		SP:Iteration 5Q (68990.060000 sec): 3 clusters
  Score: Raw -10799503.744238 + Penalty 3714.301343 = -10795789.442895
  nChanged 4868
		SP:Iteration 6F (68990.650000 sec): 3 clusters
  Score: Raw -10802018.339123 + Penalty 3714.301343 = -10798304.037781
  nChanged 5434
		SP:Iteration 7F (68991.200000 sec): 3 clusters
  Score: Raw -10805237.915291 + Penalty 3714.301343 = -10801523.613948
  nChanged 5682
		SP:Iteration 8F (68991.880000 sec): 3 clusters
  Score: Raw -10808547.716351 + Penalty 3714.301343 = -10804833.415008
  nChanged 5043
		SP:Iteration 9F (68992.540000 sec): 3 clusters
  Score: Raw -10811280.746790 + Penalty 3714.301343 = -10807566.445447
  nChanged 4136
		SP:Iteration 10Q (68993.140000 sec): 3 clusters
  Score: Raw -10813366.460031 + Penalty 3714.301343 = -10809652.158688
  nChanged 3245
		SP:Iteration 11Q (68993.740000 sec): 3 clusters
  Score: Raw -10814827.733450 + Penalty 3714.301343 = -10811113.432107
  nChanged 2539
		SP:Iteration 12Q (68994.400000 sec): 3 clusters
  Score: Raw -10815836.307530 + Penalty 3714.301343 = -10812122.006187
  nChanged 1931
		SP:Iteration 13Q (68995.060000 sec): 3 clusters
  Score: Raw -10816543.547646 + Penalty 3714.301343 = -10812829.246303
  nChanged 1655
		SP:Iteration 14Q (68995.690000 sec): 3 clusters
  Score: Raw -10817139.260543 + Penalty 3714.301343 = -10813424.959200
  nChanged 1638
		SP:Iteration 15Q (68996.360000 sec): 3 clusters
  Score: Raw -10817708.383110 + Penalty 3714.301343 = -10813994.081767
  nChanged 1696
		SP:Iteration 16Q (68996.970000 sec): 3 clusters
  Score: Raw -10818308.683866 + Penalty 3714.301343 = -10814594.382523
  nChanged 1757
		SP:Iteration 17Q (68997.660000 sec): 3 clusters
  Score: Raw -10818957.482003 + Penalty 3714.301343 = -10815243.180660
  nChanged 1740
		SP:Iteration 18Q (68998.330000 sec): 3 clusters
  Score: Raw -10819611.079683 + Penalty 3714.301343 = -10815896.778341
  nChanged 1752
		SP:Iteration 19Q (68998.950000 sec): 3 clusters
  Score: Raw -10820311.048984 + Penalty 3714.301343 = -10816596.747641
  nChanged 1769
		SP:Iteration 20F (68999.540000 sec): 3 clusters
  Score: Raw -10821061.980665 + Penalty 3714.301343 = -10817347.679323
  nChanged 1784
		SP:Iteration 21Q (69000.170000 sec): 3 clusters
  Score: Raw -10821874.324268 + Penalty 3714.301343 = -10818160.022925
  nChanged 1705
		SP:Iteration 22Q (69000.810000 sec): 3 clusters
  Score: Raw -10822699.245721 + Penalty 3714.301343 = -10818984.944379
  nChanged 1541
		SP:Iteration 23Q (69001.400000 sec): 3 clusters
  Score: Raw -10823452.428811 + Penalty 3714.301343 = -10819738.127469
  nChanged 1411
		SP:Iteration 24Q (69002.060000 sec): 3 clusters
  Score: Raw -10824150.838974 + Penalty 3714.301343 = -10820436.537631
  nChanged 1246
		SP:Iteration 25Q (69002.720000 sec): 3 clusters
  Score: Raw -10824744.952225 + Penalty 3714.301343 = -10821030.650883
  nChanged 1049
		SP:Iteration 26Q (69003.360000 sec): 3 clusters
  Score: Raw -10825207.040966 + Penalty 3714.301343 = -10821492.739623
  nChanged 904
		SP:Iteration 27Q (69003.970000 sec): 3 clusters
  Score: Raw -10825612.427058 + Penalty 3714.301343 = -10821898.125716
  nChanged 808
		SP:Iteration 28Q (69004.550000 sec): 3 clusters
  Score: Raw -10825976.226840 + Penalty 3714.301343 = -10822261.925497
  nChanged 769
		SP:Iteration 29Q (69005.150000 sec): 3 clusters
  Score: Raw -10826322.952664 + Penalty 3714.301343 = -10822608.651322
  nChanged 658
		SP:Iteration 30Q (69005.750000 sec): 3 clusters
  Score: Raw -10826611.417911 + Penalty 3714.301343 = -10822897.116568
  nChanged 613
		SP:Iteration 31Q (69006.330000 sec): 3 clusters
  Score: Raw -10826878.000130 + Penalty 3714.301343 = -10823163.698788
  nChanged 618
		SP:Iteration 32Q (69006.950000 sec): 3 clusters
  Score: Raw -10827154.253934 + Penalty 3714.301343 = -10823439.952591
  nChanged 570
		SP:Iteration 33Q (69007.550000 sec): 3 clusters
  Score: Raw -10827424.362510 + Penalty 3714.301343 = -10823710.061167
  nChanged 524
		SP:Iteration 34Q (69008.180000 sec): 3 clusters
  Score: Raw -10827654.421633 + Penalty 3714.301343 = -10823940.120291
  nChanged 458
		SP:Iteration 35Q (69008.730000 sec): 3 clusters
  Score: Raw -10827858.494292 + Penalty 3714.301343 = -10824144.192950
  nChanged 376
		SP:Iteration 36Q (69009.310000 sec): 3 clusters
  Score: Raw -10828010.927277 + Penalty 3714.301343 = -10824296.625934
  nChanged 363
		SP:Iteration 37Q (69009.870000 sec): 3 clusters
  Score: Raw -10828148.774485 + Penalty 3714.301343 = -10824434.473143
  nChanged 343
		SP:Iteration 38Q (69010.490000 sec): 3 clusters
  Score: Raw -10828278.998829 + Penalty 3714.301343 = -10824564.697486
  nChanged 299
		SP:Iteration 39Q (69011.150000 sec): 3 clusters
  Score: Raw -10828379.283606 + Penalty 3714.301343 = -10824664.982263
  nChanged 257
		SP:Iteration 40F (69011.770000 sec): 3 clusters
  Score: Raw -10828459.252306 + Penalty 3714.301343 = -10824744.950963
  nChanged 217
		SP:Iteration 41Q (69012.370000 sec): 3 clusters
  Score: Raw -10828523.933484 + Penalty 3714.301343 = -10824809.632141
  nChanged 212
		SP:Iteration 42Q (69013.020000 sec): 3 clusters
  Score: Raw -10828587.303848 + Penalty 3714.301343 = -10824873.002505
  nChanged 210
		SP:Iteration 43Q (69013.630000 sec): 3 clusters
  Score: Raw -10828651.881591 + Penalty 3714.301343 = -10824937.580248
  nChanged 187
		SP:Iteration 44Q (69014.270000 sec): 3 clusters
  Score: Raw -10828711.703646 + Penalty 3714.301343 = -10824997.402304
  nChanged 169
		SP:Iteration 45Q (69014.920000 sec): 3 clusters
  Score: Raw -10828763.188004 + Penalty 3714.301343 = -10825048.886661
  nChanged 144
		SP:Iteration 46Q (69015.530000 sec): 3 clusters
  Score: Raw -10828802.402558 + Penalty 3714.301343 = -10825088.101216
  nChanged 131
		SP:Iteration 47Q (69016.120000 sec): 3 clusters
  Score: Raw -10828834.435886 + Penalty 3714.301343 = -10825120.134543
  nChanged 103
		SP:Iteration 48Q (69016.770000 sec): 3 clusters
  Score: Raw -10828862.075271 + Penalty 3714.301343 = -10825147.773928
  nChanged 99
		SP:Iteration 49Q (69017.370000 sec): 3 clusters
  Score: Raw -10828884.269416 + Penalty 3714.301343 = -10825169.968073
  nChanged 71
		SP:Iteration 50Q (69017.960000 sec): 3 clusters
  Score: Raw -10828901.239164 + Penalty 3714.301343 = -10825186.937822
  nChanged 71
		SP:Iteration 51Q (69018.560000 sec): 3 clusters
  Score: Raw -10828922.126171 + Penalty 3714.301343 = -10825207.824829
  nChanged 67
		SP:Iteration 52Q (69019.140000 sec): 3 clusters
  Score: Raw -10828938.899171 + Penalty 3714.301343 = -10825224.597828
  nChanged 71
		SP:Iteration 53Q (69019.720000 sec): 3 clusters
  Score: Raw -10828954.662632 + Penalty 3714.301343 = -10825240.361289
  nChanged 56
		SP:Iteration 54Q (69020.290000 sec): 3 clusters
  Score: Raw -10828967.022415 + Penalty 3714.301343 = -10825252.721073
  nChanged 54
		SP:Iteration 55Q (69020.850000 sec): 3 clusters
  Score: Raw -10828978.567923 + Penalty 3714.301343 = -10825264.266581
  nChanged 48
		SP:Iteration 56Q (69021.410000 sec): 3 clusters
  Score: Raw -10828990.592021 + Penalty 3714.301343 = -10825276.290678
  nChanged 56
		SP:Iteration 57Q (69022.000000 sec): 3 clusters
  Score: Raw -10829004.365288 + Penalty 3714.301343 = -10825290.063945
  nChanged 53
		SP:Iteration 58Q (69022.540000 sec): 3 clusters
  Score: Raw -10829017.856551 + Penalty 3714.301343 = -10825303.555208
  nChanged 49
		SP:Iteration 59Q (69023.180000 sec): 3 clusters
  Score: Raw -10829028.959712 + Penalty 3714.301343 = -10825314.658370
  nChanged 43
		SP:Iteration 60F (69023.780000 sec): 3 clusters
  Score: Raw -10829038.162605 + Penalty 3714.301343 = -10825323.861263
  nChanged 42
		SP:Iteration 61Q (69024.360000 sec): 3 clusters
  Score: Raw -10829046.170558 + Penalty 3714.301343 = -10825331.869215
  nChanged 35
		SP:Iteration 62Q (69025.050000 sec): 3 clusters
  Score: Raw -10829054.118718 + Penalty 3714.301343 = -10825339.817376
  nChanged 35
		SP:Iteration 63Q (69025.640000 sec): 3 clusters
  Score: Raw -10829062.660600 + Penalty 3714.301343 = -10825348.359258
  nChanged 40
		SP:Iteration 64Q (69026.250000 sec): 3 clusters
  Score: Raw -10829075.475334 + Penalty 3714.301343 = -10825361.173991
  nChanged 42
		SP:Iteration 65Q (69026.810000 sec): 3 clusters
  Score: Raw -10829087.244311 + Penalty 3714.301343 = -10825372.942968
  nChanged 51
		SP:Iteration 66Q (69027.460000 sec): 3 clusters
  Score: Raw -10829099.080131 + Penalty 3714.301343 = -10825384.778789
  nChanged 34
		SP:Iteration 67Q (69028.030000 sec): 3 clusters
  Score: Raw -10829108.791546 + Penalty 3714.301343 = -10825394.490204
  nChanged 39
		SP:Iteration 68Q (69028.600000 sec): 3 clusters
  Score: Raw -10829122.331450 + Penalty 3714.301343 = -10825408.030108
  nChanged 40
		SP:Iteration 69Q (69029.130000 sec): 3 clusters
  Score: Raw -10829133.806415 + Penalty 3714.301343 = -10825419.505073
  nChanged 34
		SP:Iteration 70Q (69029.730000 sec): 3 clusters
  Score: Raw -10829143.119536 + Penalty 3714.301343 = -10825428.818194
  nChanged 28
		SP:Iteration 71Q (69030.330000 sec): 3 clusters
  Score: Raw -10829150.221501 + Penalty 3714.301343 = -10825435.920158
  nChanged 29
		SP:Iteration 72Q (69030.890000 sec): 3 clusters
  Score: Raw -10829157.260748 + Penalty 3714.301343 = -10825442.959406
  nChanged 30
		SP:Iteration 73Q (69031.510000 sec): 3 clusters
  Score: Raw -10829166.810918 + Penalty 3714.301343 = -10825452.509575
  nChanged 24
		SP:Iteration 74Q (69032.130000 sec): 3 clusters
  Score: Raw -10829174.133941 + Penalty 3714.301343 = -10825459.832598
  nChanged 31
		SP:Iteration 75Q (69032.760000 sec): 3 clusters
  Score: Raw -10829185.353195 + Penalty 3714.301343 = -10825471.051853
  nChanged 36
		SP:Iteration 76Q (69033.300000 sec): 3 clusters
  Score: Raw -10829197.108569 + Penalty 3714.301343 = -10825482.807226
  nChanged 29
		SP:Iteration 77Q (69033.930000 sec): 3 clusters
  Score: Raw -10829206.648207 + Penalty 3714.301343 = -10825492.346864
  nChanged 28
		SP:Iteration 78Q (69034.610000 sec): 3 clusters
  Score: Raw -10829215.632859 + Penalty 3714.301343 = -10825501.331517
  nChanged 21
		SP:Iteration 79Q (69035.240000 sec): 3 clusters
  Score: Raw -10829222.529204 + Penalty 3714.301343 = -10825508.227861
  nChanged 23
		SP:Iteration 80F (69035.950000 sec): 3 clusters
  Score: Raw -10829231.426787 + Penalty 3714.301343 = -10825517.125444
  nChanged 22
		SP:Iteration 81Q (69036.530000 sec): 3 clusters
  Score: Raw -10829239.873589 + Penalty 3714.301343 = -10825525.572246
  nChanged 27
		SP:Iteration 82Q (69037.110000 sec): 3 clusters
  Score: Raw -10829249.174321 + Penalty 3714.301343 = -10825534.872978
  nChanged 17
		SP:Iteration 83Q (69037.690000 sec): 3 clusters
  Score: Raw -10829256.183959 + Penalty 3714.301343 = -10825541.882616
  nChanged 24
		SP:Iteration 84Q (69038.270000 sec): 3 clusters
  Score: Raw -10829265.768330 + Penalty 3714.301343 = -10825551.466988
  nChanged 22
		SP:Iteration 85Q (69038.820000 sec): 3 clusters
  Score: Raw -10829274.261901 + Penalty 3714.301343 = -10825559.960558
  nChanged 22
		SP:Iteration 86Q (69039.380000 sec): 3 clusters
  Score: Raw -10829282.264632 + Penalty 3714.301343 = -10825567.963290
  nChanged 21
		SP:Iteration 87Q (69039.940000 sec): 3 clusters
  Score: Raw -10829290.529039 + Penalty 3714.301343 = -10825576.227696
  nChanged 18
		SP:Iteration 88Q (69040.540000 sec): 3 clusters
  Score: Raw -10829297.056382 + Penalty 3714.301343 = -10825582.755039
  nChanged 12
		SP:Iteration 89Q (69041.170000 sec): 3 clusters
  Score: Raw -10829300.872041 + Penalty 3714.301343 = -10825586.570699
  nChanged 9
		SP:Iteration 90Q (69041.820000 sec): 3 clusters
  Score: Raw -10829304.433524 + Penalty 3714.301343 = -10825590.132181
  nChanged 9
		SP:Iteration 91Q (69042.430000 sec): 3 clusters
  Score: Raw -10829307.627986 + Penalty 3714.301343 = -10825593.326643
  nChanged 9
		SP:Iteration 92Q (69043.050000 sec): 3 clusters
  Score: Raw -10829311.132215 + Penalty 3714.301343 = -10825596.830872
  nChanged 9
		SP:Iteration 93Q (69043.700000 sec): 3 clusters
  Score: Raw -10829314.588204 + Penalty 3714.301343 = -10825600.286861
  nChanged 7
		SP:Iteration 94Q (69044.310000 sec): 3 clusters
  Score: Raw -10829316.758164 + Penalty 3714.301343 = -10825602.456821
  nChanged 4
		SP:Iteration 95Q (69044.930000 sec): 3 clusters
  Score: Raw -10829317.944592 + Penalty 3714.301343 = -10825603.643249
  nChanged 4
		SP:Iteration 96Q (69045.570000 sec): 3 clusters
  Score: Raw -10829319.706113 + Penalty 3714.301343 = -10825605.404770
  nChanged 5
		SP:Iteration 97Q (69046.190000 sec): 3 clusters
  Score: Raw -10829322.481341 + Penalty 3714.301343 = -10825608.179998
  nChanged 8
		SP:Iteration 98Q (69046.700000 sec): 3 clusters
  Score: Raw -10829325.315174 + Penalty 3714.301343 = -10825611.013832
  nChanged 6
		SP:Iteration 99Q (69047.260000 sec): 3 clusters
  Score: Raw -10829327.502601 + Penalty 3714.301343 = -10825613.201258
  nChanged 10
		SP:Iteration 100F (69047.880000 sec): 3 clusters
  Score: Raw -10829330.736457 + Penalty 3714.301343 = -10825616.435115
  nChanged 7
		SP:Iteration 101Q (69048.440000 sec): 3 clusters
  Score: Raw -10829333.675632 + Penalty 3714.301343 = -10825619.374289
  nChanged 10
		SP:Iteration 102Q (69049.000000 sec): 3 clusters
  Score: Raw -10829336.708513 + Penalty 3714.301343 = -10825622.407171
  nChanged 10
		SP:Iteration 103Q (69049.540000 sec): 3 clusters
  Score: Raw -10829339.394163 + Penalty 3714.301343 = -10825625.092820
  nChanged 6
		SP:Iteration 104Q (69050.050000 sec): 3 clusters
  Score: Raw -10829341.154177 + Penalty 3714.301343 = -10825626.852835
  nChanged 7
		SP:Iteration 105Q (69050.600000 sec): 3 clusters
  Score: Raw -10829343.991699 + Penalty 3714.301343 = -10825629.690357
  nChanged 10
		SP:Iteration 106Q (69051.150000 sec): 3 clusters
  Score: Raw -10829348.695333 + Penalty 3714.301343 = -10825634.393990
  nChanged 10
		SP:Iteration 107Q (69051.710000 sec): 3 clusters
  Score: Raw -10829353.571219 + Penalty 3714.301343 = -10825639.269876
  nChanged 15
		SP:Iteration 108Q (69052.250000 sec): 3 clusters
  Score: Raw -10829359.034716 + Penalty 3714.301343 = -10825644.733373
  nChanged 8
		SP:Iteration 109Q (69052.820000 sec): 3 clusters
  Score: Raw -10829361.943336 + Penalty 3714.301343 = -10825647.641994
  nChanged 7
		SP:Iteration 110Q (69053.400000 sec): 3 clusters
  Score: Raw -10829365.089718 + Penalty 3714.301343 = -10825650.788375
  nChanged 10
		SP:Iteration 111Q (69053.950000 sec): 3 clusters
  Score: Raw -10829372.287280 + Penalty 3714.301343 = -10825657.985937
  nChanged 10
		SP:Iteration 112Q (69054.530000 sec): 3 clusters
  Score: Raw -10829378.094617 + Penalty 3714.301343 = -10825663.793274
  nChanged 10
		SP:Iteration 113Q (69055.160000 sec): 3 clusters
  Score: Raw -10829384.131367 + Penalty 3714.301343 = -10825669.830025
  nChanged 8
		SP:Iteration 114Q (69055.760000 sec): 3 clusters
  Score: Raw -10829387.209858 + Penalty 3714.301343 = -10825672.908515
  nChanged 8
		SP:Iteration 115Q (69056.320000 sec): 3 clusters
  Score: Raw -10829390.791327 + Penalty 3714.301343 = -10825676.489985
  nChanged 6
		SP:Iteration 116Q (69056.860000 sec): 3 clusters
  Score: Raw -10829394.180653 + Penalty 3714.301343 = -10825679.879310
  nChanged 8
		SP:Iteration 117Q (69057.440000 sec): 3 clusters
  Score: Raw -10829397.435712 + Penalty 3714.301343 = -10825683.134369
  nChanged 8
		SP:Iteration 118Q (69058.000000 sec): 3 clusters
  Score: Raw -10829401.663517 + Penalty 3714.301343 = -10825687.362174
  nChanged 6
		SP:Iteration 119Q (69058.580000 sec): 3 clusters
  Score: Raw -10829403.803587 + Penalty 3714.301343 = -10825689.502244
  nChanged 4
		SP:Iteration 120F (69059.200000 sec): 3 clusters
  Score: Raw -10829405.618552 + Penalty 3714.301343 = -10825691.317210
  nChanged 7
		SP:Iteration 121Q (69059.860000 sec): 3 clusters
  Score: Raw -10829408.939290 + Penalty 3714.301343 = -10825694.637947
  nChanged 8
		SP:Iteration 122Q (69060.530000 sec): 3 clusters
  Score: Raw -10829413.063865 + Penalty 3714.301343 = -10825698.762522
  nChanged 9
		SP:Iteration 123Q (69061.120000 sec): 3 clusters
  Score: Raw -10829417.690022 + Penalty 3714.301343 = -10825703.388679
  nChanged 8
		SP:Iteration 124Q (69061.700000 sec): 3 clusters
  Score: Raw -10829420.926305 + Penalty 3714.301343 = -10825706.624962
  nChanged 8
		SP:Iteration 125Q (69062.330000 sec): 3 clusters
  Score: Raw -10829424.898111 + Penalty 3714.301343 = -10825710.596768
  nChanged 7
		SP:Iteration 126Q (69063.000000 sec): 3 clusters
  Score: Raw -10829427.509891 + Penalty 3714.301343 = -10825713.208549
  nChanged 3
		SP:Iteration 127Q (69063.580000 sec): 3 clusters
  Score: Raw -10829428.692498 + Penalty 3714.301343 = -10825714.391156
  nChanged 3
		SP:Iteration 128Q (69064.150000 sec): 3 clusters
  Score: Raw -10829429.615593 + Penalty 3714.301343 = -10825715.314251
  nChanged 0
		SP:Iteration 129F (69064.810000 sec): 3 clusters
  Score: Raw -10829429.615593 + Penalty 3714.301343 = -10825715.314251
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69064.980000 sec): 2 clusters
  Score: Raw -126678.118611 + Penalty 1181.651852 = -125496.466759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69065.140000 sec): 3 clusters
  Score: Raw -126154.195653 + Penalty 2363.303705 = -123790.891948
  nChanged 481
		SP:Iteration 1F (69065.330000 sec): 3 clusters
  Score: Raw -126525.357389 + Penalty 2363.303705 = -124162.053684
  nChanged 124
		SP:Iteration 2F (69065.530000 sec): 3 clusters
  Score: Raw -126664.538855 + Penalty 2363.303705 = -124301.235150
  nChanged 97
		SP:Iteration 3F (69065.720000 sec): 3 clusters
  Score: Raw -126783.875763 + Penalty 2363.303705 = -124420.572059
  nChanged 72
		SP:Iteration 4F (69065.930000 sec): 3 clusters
  Score: Raw -126876.911387 + Penalty 2363.303705 = -124513.607682
  nChanged 53
		SP:Iteration 5Q (69066.160000 sec): 3 clusters
  Score: Raw -126971.644991 + Penalty 2363.303705 = -124608.341287
  nChanged 47
		SP:Iteration 6Q (69066.320000 sec): 3 clusters
  Score: Raw -127047.154726 + Penalty 2363.303705 = -124683.851021
  nChanged 53
		SP:Iteration 7Q (69066.510000 sec): 3 clusters
  Score: Raw -127120.306341 + Penalty 2363.303705 = -124757.002636
  nChanged 50
		SP:Iteration 8Q (69066.710000 sec): 3 clusters
  Score: Raw -127168.887734 + Penalty 2363.303705 = -124805.584029
  nChanged 30
		SP:Iteration 9Q (69066.880000 sec): 3 clusters
  Score: Raw -127200.557640 + Penalty 2363.303705 = -124837.253935
  nChanged 27
		SP:Iteration 10Q (69067.030000 sec): 3 clusters
  Score: Raw -127232.604961 + Penalty 2363.303705 = -124869.301256
  nChanged 19
		SP:Iteration 11Q (69067.250000 sec): 3 clusters
  Score: Raw -127250.935063 + Penalty 2363.303705 = -124887.631359
  nChanged 21
		SP:Iteration 12Q (69067.420000 sec): 3 clusters
  Score: Raw -127276.187459 + Penalty 2363.303705 = -124912.883754
  nChanged 21
		SP:Iteration 13Q (69067.570000 sec): 3 clusters
  Score: Raw -127299.285079 + Penalty 2363.303705 = -124935.981374
  nChanged 22
		SP:Iteration 14Q (69067.770000 sec): 3 clusters
  Score: Raw -127323.315224 + Penalty 2363.303705 = -124960.011519
  nChanged 23
		SP:Iteration 15Q (69067.940000 sec): 3 clusters
  Score: Raw -127348.429818 + Penalty 2363.303705 = -124985.126113
  nChanged 26
		SP:Iteration 16Q (69068.160000 sec): 3 clusters
  Score: Raw -127376.437342 + Penalty 2363.303705 = -125013.133637
  nChanged 24
		SP:Iteration 17Q (69068.320000 sec): 3 clusters
  Score: Raw -127396.322599 + Penalty 2363.303705 = -125033.018894
  nChanged 14
		SP:Iteration 18Q (69068.420000 sec): 3 clusters
  Score: Raw -127404.433598 + Penalty 2363.303705 = -125041.129893
  nChanged 12
		SP:Iteration 19Q (69068.580000 sec): 3 clusters
  Score: Raw -127411.979532 + Penalty 2363.303705 = -125048.675827
  nChanged 7
		SP:Iteration 20F (69068.780000 sec): 3 clusters
  Score: Raw -127417.657925 + Penalty 2363.303705 = -125054.354220
  nChanged 6
		SP:Iteration 21Q (69068.930000 sec): 3 clusters
  Score: Raw -127420.973488 + Penalty 2363.303705 = -125057.669783
  nChanged 3
		SP:Iteration 22Q (69069.080000 sec): 3 clusters
  Score: Raw -127423.318649 + Penalty 2363.303705 = -125060.014944
  nChanged 3
		SP:Iteration 23Q (69069.230000 sec): 3 clusters
  Score: Raw -127424.781656 + Penalty 2363.303705 = -125061.477951
  nChanged 3
		SP:Iteration 24Q (69069.400000 sec): 3 clusters
  Score: Raw -127425.861400 + Penalty 2363.303705 = -125062.557695
  nChanged 3
		SP:Iteration 25Q (69069.540000 sec): 3 clusters
  Score: Raw -127426.852678 + Penalty 2363.303705 = -125063.548973
  nChanged 0
		SP:Iteration 26F (69069.740000 sec): 3 clusters
  Score: Raw -127426.852678 + Penalty 2363.303705 = -125063.548973
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69069.870000 sec): 2 clusters
  Score: Raw -964335.773601 + Penalty 1475.389518 = -962860.384083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69070.120000 sec): 3 clusters
  Score: Raw -959441.897489 + Penalty 2950.779036 = -956491.118453
  nChanged 3744
		SP:Iteration 1F (69070.380000 sec): 3 clusters
  Score: Raw -961404.662472 + Penalty 2950.779036 = -958453.883437
  nChanged 575
		SP:Iteration 2F (69070.660000 sec): 3 clusters
  Score: Raw -961659.589121 + Penalty 2950.779036 = -958708.810086
  nChanged 482
		SP:Iteration 3F (69070.890000 sec): 3 clusters
  Score: Raw -961882.383071 + Penalty 2950.779036 = -958931.604036
  nChanged 438
		SP:Iteration 4Q (69071.120000 sec): 3 clusters
  Score: Raw -962086.795893 + Penalty 2950.779036 = -959136.016858
  nChanged 398
		SP:Iteration 5Q (69071.400000 sec): 3 clusters
  Score: Raw -962289.244543 + Penalty 2950.779036 = -959338.465507
  nChanged 417
		SP:Iteration 6Q (69071.710000 sec): 3 clusters
  Score: Raw -962542.033139 + Penalty 2950.779036 = -959591.254103
  nChanged 435
		SP:Iteration 7Q (69071.920000 sec): 3 clusters
  Score: Raw -962796.244589 + Penalty 2950.779036 = -959845.465554
  nChanged 422
		SP:Iteration 8Q (69072.210000 sec): 3 clusters
  Score: Raw -963047.923610 + Penalty 2950.779036 = -960097.144575
  nChanged 392
		SP:Iteration 9Q (69072.420000 sec): 3 clusters
  Score: Raw -963303.226512 + Penalty 2950.779036 = -960352.447476
  nChanged 373
		SP:Iteration 10Q (69072.680000 sec): 3 clusters
  Score: Raw -963560.349350 + Penalty 2950.779036 = -960609.570315
  nChanged 330
		SP:Iteration 11Q (69072.920000 sec): 3 clusters
  Score: Raw -963777.788737 + Penalty 2950.779036 = -960827.009702
  nChanged 261
		SP:Iteration 12Q (69073.210000 sec): 3 clusters
  Score: Raw -963964.315516 + Penalty 2950.779036 = -961013.536480
  nChanged 218
		SP:Iteration 13Q (69073.420000 sec): 3 clusters
  Score: Raw -964118.836075 + Penalty 2950.779036 = -961168.057040
  nChanged 169
		SP:Iteration 14Q (69073.670000 sec): 3 clusters
  Score: Raw -964232.300738 + Penalty 2950.779036 = -961281.521702
  nChanged 121
		SP:Iteration 15Q (69073.910000 sec): 3 clusters
  Score: Raw -964313.649891 + Penalty 2950.779036 = -961362.870855
  nChanged 96
		SP:Iteration 16Q (69074.120000 sec): 3 clusters
  Score: Raw -964374.247007 + Penalty 2950.779036 = -961423.467972
  nChanged 74
		SP:Iteration 17Q (69074.360000 sec): 3 clusters
  Score: Raw -964417.002900 + Penalty 2950.779036 = -961466.223865
  nChanged 67
		SP:Iteration 18Q (69074.590000 sec): 3 clusters
  Score: Raw -964457.154516 + Penalty 2950.779036 = -961506.375480
  nChanged 59
		SP:Iteration 19Q (69074.860000 sec): 3 clusters
  Score: Raw -964493.336450 + Penalty 2950.779036 = -961542.557414
  nChanged 56
		SP:Iteration 20F (69075.090000 sec): 3 clusters
  Score: Raw -964525.763897 + Penalty 2950.779036 = -961574.984861
  nChanged 42
		SP:Iteration 21Q (69075.340000 sec): 3 clusters
  Score: Raw -964546.227233 + Penalty 2950.779036 = -961595.448197
  nChanged 39
		SP:Iteration 22Q (69075.520000 sec): 3 clusters
  Score: Raw -964569.816725 + Penalty 2950.779036 = -961619.037689
  nChanged 38
		SP:Iteration 23Q (69075.780000 sec): 3 clusters
  Score: Raw -964590.511286 + Penalty 2950.779036 = -961639.732250
  nChanged 37
		SP:Iteration 24Q (69076.030000 sec): 3 clusters
  Score: Raw -964612.517168 + Penalty 2950.779036 = -961661.738133
  nChanged 23
		SP:Iteration 25Q (69076.240000 sec): 3 clusters
  Score: Raw -964624.726171 + Penalty 2950.779036 = -961673.947136
  nChanged 17
		SP:Iteration 26Q (69076.460000 sec): 3 clusters
  Score: Raw -964633.546567 + Penalty 2950.779036 = -961682.767531
  nChanged 10
		SP:Iteration 27Q (69076.690000 sec): 3 clusters
  Score: Raw -964639.717847 + Penalty 2950.779036 = -961688.938812
  nChanged 9
		SP:Iteration 28Q (69076.920000 sec): 3 clusters
  Score: Raw -964643.858651 + Penalty 2950.779036 = -961693.079616
  nChanged 9
		SP:Iteration 29Q (69077.200000 sec): 3 clusters
  Score: Raw -964646.488446 + Penalty 2950.779036 = -961695.709410
  nChanged 6
		SP:Iteration 30Q (69077.450000 sec): 3 clusters
  Score: Raw -964648.303710 + Penalty 2950.779036 = -961697.524674
  nChanged 5
		SP:Iteration 31Q (69077.680000 sec): 3 clusters
  Score: Raw -964652.357464 + Penalty 2950.779036 = -961701.578429
  nChanged 12
		SP:Iteration 32Q (69077.910000 sec): 3 clusters
  Score: Raw -964659.570356 + Penalty 2950.779036 = -961708.791321
  nChanged 14
		SP:Iteration 33Q (69078.160000 sec): 3 clusters
  Score: Raw -964666.649944 + Penalty 2950.779036 = -961715.870908
  nChanged 9
		SP:Iteration 34Q (69078.390000 sec): 3 clusters
  Score: Raw -964670.854888 + Penalty 2950.779036 = -961720.075853
  nChanged 7
		SP:Iteration 35Q (69078.670000 sec): 3 clusters
  Score: Raw -964674.074701 + Penalty 2950.779036 = -961723.295665
  nChanged 7
		SP:Iteration 36Q (69078.900000 sec): 3 clusters
  Score: Raw -964677.272680 + Penalty 2950.779036 = -961726.493645
  nChanged 6
		SP:Iteration 37Q (69079.140000 sec): 3 clusters
  Score: Raw -964679.896214 + Penalty 2950.779036 = -961729.117178
  nChanged 12
		SP:Iteration 38Q (69079.320000 sec): 3 clusters
  Score: Raw -964683.448361 + Penalty 2950.779036 = -961732.669325
  nChanged 5
		SP:Iteration 39Q (69079.580000 sec): 3 clusters
  Score: Raw -964685.710208 + Penalty 2950.779036 = -961734.931172
  nChanged 2
		SP:Iteration 40F (69079.780000 sec): 3 clusters
  Score: Raw -964686.647110 + Penalty 2950.779036 = -961735.868074
  nChanged 4
		SP:Iteration 41Q (69080.040000 sec): 3 clusters
  Score: Raw -964687.857879 + Penalty 2950.779036 = -961737.078843
  nChanged 3
		SP:Iteration 42Q (69080.230000 sec): 3 clusters
  Score: Raw -964688.474559 + Penalty 2950.779036 = -961737.695523
  nChanged 3
		SP:Iteration 43Q (69080.430000 sec): 3 clusters
  Score: Raw -964689.704786 + Penalty 2950.779036 = -961738.925750
  nChanged 2
		SP:Iteration 44Q (69080.670000 sec): 3 clusters
  Score: Raw -964690.453255 + Penalty 2950.779036 = -961739.674219
  nChanged 1
		SP:Iteration 45Q (69080.900000 sec): 3 clusters
  Score: Raw -964690.689035 + Penalty 2950.779036 = -961739.909999
  nChanged 0
		SP:Iteration 46F (69081.110000 sec): 3 clusters
  Score: Raw -964690.689035 + Penalty 2950.779036 = -961739.909999
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69081.300000 sec): 2 clusters
  Score: Raw -811672.114953 + Penalty 1449.541505 = -810222.573448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69081.530000 sec): 3 clusters
  Score: Raw -807624.699006 + Penalty 2899.083010 = -804725.615996
  nChanged 3163
		SP:Iteration 1F (69081.710000 sec): 3 clusters
  Score: Raw -809459.362513 + Penalty 2899.083010 = -806560.279504
  nChanged 577
		SP:Iteration 2F (69082.000000 sec): 3 clusters
  Score: Raw -809821.129841 + Penalty 2899.083010 = -806922.046831
  nChanged 491
		SP:Iteration 3F (69082.250000 sec): 3 clusters
  Score: Raw -810123.517383 + Penalty 2899.083010 = -807224.434374
  nChanged 405
		SP:Iteration 4F (69082.540000 sec): 3 clusters
  Score: Raw -810353.794210 + Penalty 2899.083010 = -807454.711200
  nChanged 334
		SP:Iteration 5Q (69082.760000 sec): 3 clusters
  Score: Raw -810551.406212 + Penalty 2899.083010 = -807652.323203
  nChanged 315
		SP:Iteration 6Q (69083.000000 sec): 3 clusters
  Score: Raw -810752.358871 + Penalty 2899.083010 = -807853.275861
  nChanged 290
		SP:Iteration 7Q (69083.250000 sec): 3 clusters
  Score: Raw -810915.415728 + Penalty 2899.083010 = -808016.332718
  nChanged 251
		SP:Iteration 8Q (69083.490000 sec): 3 clusters
  Score: Raw -811065.979599 + Penalty 2899.083010 = -808166.896589
  nChanged 210
		SP:Iteration 9Q (69083.750000 sec): 3 clusters
  Score: Raw -811187.347159 + Penalty 2899.083010 = -808288.264150
  nChanged 190
		SP:Iteration 10Q (69084.010000 sec): 3 clusters
  Score: Raw -811300.257963 + Penalty 2899.083010 = -808401.174953
  nChanged 166
		SP:Iteration 11Q (69084.260000 sec): 3 clusters
  Score: Raw -811396.047290 + Penalty 2899.083010 = -808496.964280
  nChanged 153
		SP:Iteration 12Q (69084.490000 sec): 3 clusters
  Score: Raw -811494.934770 + Penalty 2899.083010 = -808595.851760
  nChanged 126
		SP:Iteration 13Q (69084.770000 sec): 3 clusters
  Score: Raw -811571.473842 + Penalty 2899.083010 = -808672.390832
  nChanged 107
		SP:Iteration 14Q (69085.010000 sec): 3 clusters
  Score: Raw -811640.102417 + Penalty 2899.083010 = -808741.019407
  nChanged 88
		SP:Iteration 15Q (69085.290000 sec): 3 clusters
  Score: Raw -811692.674533 + Penalty 2899.083010 = -808793.591523
  nChanged 65
		SP:Iteration 16Q (69085.490000 sec): 3 clusters
  Score: Raw -811732.622358 + Penalty 2899.083010 = -808833.539348
  nChanged 65
		SP:Iteration 17Q (69085.720000 sec): 3 clusters
  Score: Raw -811767.553237 + Penalty 2899.083010 = -808868.470227
  nChanged 51
		SP:Iteration 18Q (69085.950000 sec): 3 clusters
  Score: Raw -811792.022474 + Penalty 2899.083010 = -808892.939464
  nChanged 44
		SP:Iteration 19Q (69086.200000 sec): 3 clusters
  Score: Raw -811810.866418 + Penalty 2899.083010 = -808911.783408
  nChanged 34
		SP:Iteration 20F (69086.400000 sec): 3 clusters
  Score: Raw -811825.339165 + Penalty 2899.083010 = -808926.256155
  nChanged 26
		SP:Iteration 21Q (69086.620000 sec): 3 clusters
  Score: Raw -811834.260506 + Penalty 2899.083010 = -808935.177496
  nChanged 12
		SP:Iteration 22Q (69086.790000 sec): 3 clusters
  Score: Raw -811838.172621 + Penalty 2899.083010 = -808939.089611
  nChanged 8
		SP:Iteration 23Q (69087.060000 sec): 3 clusters
  Score: Raw -811840.017498 + Penalty 2899.083010 = -808940.934488
  nChanged 7
		SP:Iteration 24Q (69087.250000 sec): 3 clusters
  Score: Raw -811841.503174 + Penalty 2899.083010 = -808942.420164
  nChanged 7
		SP:Iteration 25Q (69087.450000 sec): 3 clusters
  Score: Raw -811843.076218 + Penalty 2899.083010 = -808943.993208
  nChanged 7
		SP:Iteration 26Q (69087.630000 sec): 3 clusters
  Score: Raw -811844.027232 + Penalty 2899.083010 = -808944.944222
  nChanged 2
		SP:Iteration 27Q (69087.840000 sec): 3 clusters
  Score: Raw -811844.568502 + Penalty 2899.083010 = -808945.485493
  nChanged 1
		SP:Iteration 28Q (69088.100000 sec): 3 clusters
  Score: Raw -811844.750895 + Penalty 2899.083010 = -808945.667886
  nChanged 2
		SP:Iteration 29Q (69088.330000 sec): 3 clusters
  Score: Raw -811845.716707 + Penalty 2899.083010 = -808946.633697
  nChanged 3
		SP:Iteration 30Q (69088.570000 sec): 3 clusters
  Score: Raw -811846.836030 + Penalty 2899.083010 = -808947.753020
  nChanged 4
		SP:Iteration 31Q (69088.830000 sec): 3 clusters
  Score: Raw -811848.729639 + Penalty 2899.083010 = -808949.646629
  nChanged 4
		SP:Iteration 32Q (69089.050000 sec): 3 clusters
  Score: Raw -811850.521784 + Penalty 2899.083010 = -808951.438775
  nChanged 4
		SP:Iteration 33Q (69089.350000 sec): 3 clusters
  Score: Raw -811852.202762 + Penalty 2899.083010 = -808953.119753
  nChanged 3
		SP:Iteration 34Q (69089.610000 sec): 3 clusters
  Score: Raw -811853.028472 + Penalty 2899.083010 = -808953.945462
  nChanged 2
		SP:Iteration 35Q (69089.900000 sec): 3 clusters
  Score: Raw -811853.410349 + Penalty 2899.083010 = -808954.327339
  nChanged 1
		SP:Iteration 36Q (69090.150000 sec): 3 clusters
  Score: Raw -811853.612488 + Penalty 2899.083010 = -808954.529478
  nChanged 0
		SP:Iteration 37F (69090.450000 sec): 3 clusters
  Score: Raw -811853.612488 + Penalty 2899.083010 = -808954.529478
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (181292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69091.300000 sec): 2 clusters
  Score: Raw -18996990.620164 + Penalty 1967.527944 = -18995023.092220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69092.330000 sec): 3 clusters
  Score: Raw -18876954.666247 + Penalty 3935.055888 = -18873019.610359
  nChanged 87892
		SP:Iteration 1F (69093.400000 sec): 3 clusters
  Score: Raw -18930352.649711 + Penalty 3935.055888 = -18926417.593823
  nChanged 7703
		SP:Iteration 2Q (69094.510000 sec): 3 clusters
  Score: Raw -18933546.949211 + Penalty 3935.055888 = -18929611.893324
  nChanged 9394
		SP:Iteration 3F (69095.600000 sec): 3 clusters
  Score: Raw -18938631.857417 + Penalty 3935.055888 = -18934696.801529
  nChanged 11153
		SP:Iteration 4F (69096.670000 sec): 3 clusters
  Score: Raw -18945801.528074 + Penalty 3935.055888 = -18941866.472187
  nChanged 12442
		SP:Iteration 5F (69097.730000 sec): 3 clusters
  Score: Raw -18954210.837651 + Penalty 3935.055888 = -18950275.781763
  nChanged 12284
		SP:Iteration 6F (69098.670000 sec): 3 clusters
  Score: Raw -18962204.799803 + Penalty 3935.055888 = -18958269.743915
  nChanged 10492
		SP:Iteration 7F (69099.650000 sec): 3 clusters
  Score: Raw -18968241.048422 + Penalty 3935.055888 = -18964305.992534
  nChanged 8480
		SP:Iteration 8Q (69100.620000 sec): 3 clusters
  Score: Raw -18972381.613375 + Penalty 3935.055888 = -18968446.557487
  nChanged 6548
		SP:Iteration 9Q (69101.610000 sec): 3 clusters
  Score: Raw -18975033.232709 + Penalty 3935.055888 = -18971098.176821
  nChanged 5121
		SP:Iteration 10Q (69102.710000 sec): 3 clusters
  Score: Raw -18976917.082059 + Penalty 3935.055888 = -18972982.026171
  nChanged 4407
		SP:Iteration 11Q (69103.770000 sec): 3 clusters
  Score: Raw -18978495.724087 + Penalty 3935.055888 = -18974560.668200
  nChanged 4241
		SP:Iteration 12Q (69104.890000 sec): 3 clusters
  Score: Raw -18980100.524094 + Penalty 3935.055888 = -18976165.468207
  nChanged 4306
		SP:Iteration 13Q (69105.990000 sec): 3 clusters
  Score: Raw -18981873.556259 + Penalty 3935.055888 = -18977938.500371
  nChanged 4349
		SP:Iteration 14Q (69107.070000 sec): 3 clusters
  Score: Raw -18983772.285309 + Penalty 3935.055888 = -18979837.229421
  nChanged 4343
		SP:Iteration 15Q (69108.130000 sec): 3 clusters
  Score: Raw -18985813.204062 + Penalty 3935.055888 = -18981878.148174
  nChanged 4127
		SP:Iteration 16Q (69109.190000 sec): 3 clusters
  Score: Raw -18987835.359744 + Penalty 3935.055888 = -18983900.303856
  nChanged 3946
		SP:Iteration 17Q (69110.220000 sec): 3 clusters
  Score: Raw -18989851.629597 + Penalty 3935.055888 = -18985916.573709
  nChanged 3536
		SP:Iteration 18Q (69111.200000 sec): 3 clusters
  Score: Raw -18991725.020193 + Penalty 3935.055888 = -18987789.964305
  nChanged 3210
		SP:Iteration 19Q (69112.230000 sec): 3 clusters
  Score: Raw -18993436.762899 + Penalty 3935.055888 = -18989501.707011
  nChanged 2656
		SP:Iteration 20F (69113.250000 sec): 3 clusters
  Score: Raw -18994844.610940 + Penalty 3935.055888 = -18990909.555052
  nChanged 2215
		SP:Iteration 21Q (69114.190000 sec): 3 clusters
  Score: Raw -18995999.893032 + Penalty 3935.055888 = -18992064.837144
  nChanged 1758
		SP:Iteration 22Q (69115.050000 sec): 3 clusters
  Score: Raw -18996878.018603 + Penalty 3935.055888 = -18992942.962715
  nChanged 1373
		SP:Iteration 23Q (69115.970000 sec): 3 clusters
  Score: Raw -18997538.124291 + Penalty 3935.055888 = -18993603.068403
  nChanged 1104
		SP:Iteration 24Q (69117.130000 sec): 3 clusters
  Score: Raw -18998066.882601 + Penalty 3935.055888 = -18994131.826714
  nChanged 881
		SP:Iteration 25Q (69118.230000 sec): 3 clusters
  Score: Raw -18998509.829096 + Penalty 3935.055888 = -18994574.773209
  nChanged 664
		SP:Iteration 26Q (69119.340000 sec): 3 clusters
  Score: Raw -18998829.218449 + Penalty 3935.055888 = -18994894.162562
  nChanged 486
		SP:Iteration 27Q (69120.490000 sec): 3 clusters
  Score: Raw -18999006.212191 + Penalty 3935.055888 = -18995071.156303
  nChanged 347
		SP:Iteration 28Q (69121.480000 sec): 3 clusters
  Score: Raw -18999104.755424 + Penalty 3935.055888 = -18995169.699536
  nChanged 255
		SP:Iteration 29Q (69122.550000 sec): 3 clusters
  Score: Raw -18999170.853815 + Penalty 3935.055888 = -18995235.797927
  nChanged 199
		SP:Iteration 30Q (69123.470000 sec): 3 clusters
  Score: Raw -18999214.805504 + Penalty 3935.055888 = -18995279.749616
  nChanged 154
		SP:Iteration 31Q (69124.440000 sec): 3 clusters
  Score: Raw -18999247.991742 + Penalty 3935.055888 = -18995312.935854
  nChanged 132
		SP:Iteration 32Q (69125.380000 sec): 3 clusters
  Score: Raw -18999273.987662 + Penalty 3935.055888 = -18995338.931774
  nChanged 115
		SP:Iteration 33Q (69126.250000 sec): 3 clusters
  Score: Raw -18999293.402946 + Penalty 3935.055888 = -18995358.347058
  nChanged 74
		SP:Iteration 34Q (69127.160000 sec): 3 clusters
  Score: Raw -18999305.840723 + Penalty 3935.055888 = -18995370.784836
  nChanged 69
		SP:Iteration 35Q (69128.060000 sec): 3 clusters
  Score: Raw -18999316.731173 + Penalty 3935.055888 = -18995381.675286
  nChanged 57
		SP:Iteration 36Q (69129.020000 sec): 3 clusters
  Score: Raw -18999324.105494 + Penalty 3935.055888 = -18995389.049606
  nChanged 42
		SP:Iteration 37Q (69129.910000 sec): 3 clusters
  Score: Raw -18999328.320833 + Penalty 3935.055888 = -18995393.264945
  nChanged 29
		SP:Iteration 38Q (69130.710000 sec): 3 clusters
  Score: Raw -18999330.823808 + Penalty 3935.055888 = -18995395.767920
  nChanged 19
		SP:Iteration 39Q (69131.540000 sec): 3 clusters
  Score: Raw -18999332.367343 + Penalty 3935.055888 = -18995397.311455
  nChanged 13
		SP:Iteration 40F (69132.430000 sec): 3 clusters
  Score: Raw -18999333.601926 + Penalty 3935.055888 = -18995398.546039
  nChanged 11
		SP:Iteration 41Q (69133.240000 sec): 3 clusters
  Score: Raw -18999334.735834 + Penalty 3935.055888 = -18995399.679946
  nChanged 12
		SP:Iteration 42Q (69134.040000 sec): 3 clusters
  Score: Raw -18999335.605728 + Penalty 3935.055888 = -18995400.549840
  nChanged 5
		SP:Iteration 43Q (69134.940000 sec): 3 clusters
  Score: Raw -18999336.051299 + Penalty 3935.055888 = -18995400.995411
  nChanged 3
		SP:Iteration 44Q (69135.770000 sec): 3 clusters
  Score: Raw -18999336.247579 + Penalty 3935.055888 = -18995401.191691
  nChanged 0
		SP:Iteration 45F (69136.710000 sec): 3 clusters
  Score: Raw -18999336.247579 + Penalty 3935.055888 = -18995401.191691
  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 11.42 GB.

 Trying to split cluster 30 (14347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69137.000000 sec): 2 clusters
  Score: Raw -1570550.595312 + Penalty 1555.335623 = -1568995.259690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69137.240000 sec): 3 clusters
  Score: Raw -1562109.241554 + Penalty 3110.671246 = -1558998.570308
  nChanged 6374
		SP:Iteration 1F (69137.460000 sec): 3 clusters
  Score: Raw -1565430.589076 + Penalty 3110.671246 = -1562319.917830
  nChanged 754
		SP:Iteration 2F (69137.800000 sec): 3 clusters
  Score: Raw -1565757.286654 + Penalty 3110.671246 = -1562646.615408
  nChanged 743
		SP:Iteration 3F (69138.050000 sec): 3 clusters
  Score: Raw -1566116.676356 + Penalty 3110.671246 = -1563006.005110
  nChanged 761
		SP:Iteration 4F (69138.330000 sec): 3 clusters
  Score: Raw -1566525.972252 + Penalty 3110.671246 = -1563415.301007
  nChanged 814
		SP:Iteration 5F (69138.560000 sec): 3 clusters
  Score: Raw -1567025.360217 + Penalty 3110.671246 = -1563914.688972
  nChanged 834
		SP:Iteration 6F (69138.830000 sec): 3 clusters
  Score: Raw -1567607.832463 + Penalty 3110.671246 = -1564497.161218
  nChanged 857
		SP:Iteration 7F (69139.190000 sec): 3 clusters
  Score: Raw -1568220.542936 + Penalty 3110.671246 = -1565109.871690
  nChanged 791
		SP:Iteration 8F (69139.460000 sec): 3 clusters
  Score: Raw -1568812.839177 + Penalty 3110.671246 = -1565702.167932
  nChanged 668
		SP:Iteration 9Q (69139.770000 sec): 3 clusters
  Score: Raw -1569327.117773 + Penalty 3110.671246 = -1566216.446527
  nChanged 586
		SP:Iteration 10Q (69140.060000 sec): 3 clusters
  Score: Raw -1569792.940429 + Penalty 3110.671246 = -1566682.269183
  nChanged 440
		SP:Iteration 11Q (69140.330000 sec): 3 clusters
  Score: Raw -1570141.273964 + Penalty 3110.671246 = -1567030.602718
  nChanged 345
		SP:Iteration 12Q (69140.630000 sec): 3 clusters
  Score: Raw -1570394.535707 + Penalty 3110.671246 = -1567283.864461
  nChanged 224
		SP:Iteration 13Q (69140.880000 sec): 3 clusters
  Score: Raw -1570521.591421 + Penalty 3110.671246 = -1567410.920175
  nChanged 165
		SP:Iteration 14Q (69141.180000 sec): 3 clusters
  Score: Raw -1570609.985346 + Penalty 3110.671246 = -1567499.314100
  nChanged 147
		SP:Iteration 15Q (69141.470000 sec): 3 clusters
  Score: Raw -1570689.979396 + Penalty 3110.671246 = -1567579.308151
  nChanged 114
		SP:Iteration 16Q (69141.690000 sec): 3 clusters
  Score: Raw -1570749.637887 + Penalty 3110.671246 = -1567638.966642
  nChanged 86
		SP:Iteration 17Q (69142.010000 sec): 3 clusters
  Score: Raw -1570787.404087 + Penalty 3110.671246 = -1567676.732841
  nChanged 46
		SP:Iteration 18Q (69142.230000 sec): 3 clusters
  Score: Raw -1570808.884049 + Penalty 3110.671246 = -1567698.212803
  nChanged 42
		SP:Iteration 19Q (69142.470000 sec): 3 clusters
  Score: Raw -1570826.277600 + Penalty 3110.671246 = -1567715.606355
  nChanged 31
		SP:Iteration 20F (69142.750000 sec): 3 clusters
  Score: Raw -1570837.421285 + Penalty 3110.671246 = -1567726.750040
  nChanged 20
		SP:Iteration 21Q (69143.060000 sec): 3 clusters
  Score: Raw -1570843.638443 + Penalty 3110.671246 = -1567732.967198
  nChanged 17
		SP:Iteration 22Q (69143.300000 sec): 3 clusters
  Score: Raw -1570850.773317 + Penalty 3110.671246 = -1567740.102071
  nChanged 21
		SP:Iteration 23Q (69143.580000 sec): 3 clusters
  Score: Raw -1570858.427824 + Penalty 3110.671246 = -1567747.756579
  nChanged 14
		SP:Iteration 24Q (69143.850000 sec): 3 clusters
  Score: Raw -1570863.016038 + Penalty 3110.671246 = -1567752.344792
  nChanged 13
		SP:Iteration 25Q (69144.120000 sec): 3 clusters
  Score: Raw -1570868.880890 + Penalty 3110.671246 = -1567758.209645
  nChanged 12
		SP:Iteration 26Q (69144.370000 sec): 3 clusters
  Score: Raw -1570872.678131 + Penalty 3110.671246 = -1567762.006886
  nChanged 11
		SP:Iteration 27Q (69144.690000 sec): 3 clusters
  Score: Raw -1570876.248342 + Penalty 3110.671246 = -1567765.577096
  nChanged 12
		SP:Iteration 28Q (69144.930000 sec): 3 clusters
  Score: Raw -1570880.810511 + Penalty 3110.671246 = -1567770.139265
  nChanged 11
		SP:Iteration 29Q (69145.210000 sec): 3 clusters
  Score: Raw -1570884.032653 + Penalty 3110.671246 = -1567773.361407
  nChanged 7
		SP:Iteration 30Q (69145.490000 sec): 3 clusters
  Score: Raw -1570885.849383 + Penalty 3110.671246 = -1567775.178137
  nChanged 10
		SP:Iteration 31Q (69145.730000 sec): 3 clusters
  Score: Raw -1570890.162323 + Penalty 3110.671246 = -1567779.491077
  nChanged 9
		SP:Iteration 32Q (69145.970000 sec): 3 clusters
  Score: Raw -1570893.835514 + Penalty 3110.671246 = -1567783.164268
  nChanged 10
		SP:Iteration 33Q (69146.170000 sec): 3 clusters
  Score: Raw -1570900.032157 + Penalty 3110.671246 = -1567789.360912
  nChanged 9
		SP:Iteration 34Q (69146.410000 sec): 3 clusters
  Score: Raw -1570903.733754 + Penalty 3110.671246 = -1567793.062509
  nChanged 6
		SP:Iteration 35Q (69146.700000 sec): 3 clusters
  Score: Raw -1570905.584571 + Penalty 3110.671246 = -1567794.913325
  nChanged 4
		SP:Iteration 36Q (69146.950000 sec): 3 clusters
  Score: Raw -1570906.856719 + Penalty 3110.671246 = -1567796.185473
  nChanged 2
		SP:Iteration 37Q (69147.160000 sec): 3 clusters
  Score: Raw -1570907.744354 + Penalty 3110.671246 = -1567797.073108
  nChanged 1
		SP:Iteration 38Q (69147.420000 sec): 3 clusters
  Score: Raw -1570908.287832 + Penalty 3110.671246 = -1567797.616586
  nChanged 2
		SP:Iteration 39Q (69147.640000 sec): 3 clusters
  Score: Raw -1570908.994052 + Penalty 3110.671246 = -1567798.322807
  nChanged 5
		SP:Iteration 40F (69147.960000 sec): 3 clusters
  Score: Raw -1570910.254255 + Penalty 3110.671246 = -1567799.583009
  nChanged 4
		SP:Iteration 41Q (69148.200000 sec): 3 clusters
  Score: Raw -1570911.883638 + Penalty 3110.671246 = -1567801.212392
  nChanged 5
		SP:Iteration 42Q (69148.440000 sec): 3 clusters
  Score: Raw -1570913.499356 + Penalty 3110.671246 = -1567802.828110
  nChanged 1
		SP:Iteration 43Q (69148.700000 sec): 3 clusters
  Score: Raw -1570913.762338 + Penalty 3110.671246 = -1567803.091092
  nChanged 0
		SP:Iteration 44F (69148.940000 sec): 3 clusters
  Score: Raw -1570913.762338 + Penalty 3110.671246 = -1567803.091092
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (44618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69149.280000 sec): 2 clusters
  Score: Raw -4883850.929385 + Penalty 1739.707555 = -4882111.221831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69149.750000 sec): 3 clusters
  Score: Raw -4855817.794113 + Penalty 3479.415109 = -4852338.379004
  nChanged 20867
		SP:Iteration 1F (69150.150000 sec): 3 clusters
  Score: Raw -4868151.473380 + Penalty 3479.415109 = -4864672.058270
  nChanged 2440
		SP:Iteration 2F (69150.560000 sec): 3 clusters
  Score: Raw -4869272.032988 + Penalty 3479.415109 = -4865792.617878
  nChanged 2568
		SP:Iteration 3F (69151.020000 sec): 3 clusters
  Score: Raw -4870637.324007 + Penalty 3479.415109 = -4867157.908897
  nChanged 2775
		SP:Iteration 4F (69151.500000 sec): 3 clusters
  Score: Raw -4872154.871395 + Penalty 3479.415109 = -4868675.456285
  nChanged 2742
		SP:Iteration 5F (69152.010000 sec): 3 clusters
  Score: Raw -4873736.499246 + Penalty 3479.415109 = -4870257.084137
  nChanged 2632
		SP:Iteration 6F (69152.400000 sec): 3 clusters
  Score: Raw -4875261.531761 + Penalty 3479.415109 = -4871782.116652
  nChanged 2283
		SP:Iteration 7F (69152.810000 sec): 3 clusters
  Score: Raw -4876574.981233 + Penalty 3479.415109 = -4873095.566124
  nChanged 1996
		SP:Iteration 8Q (69153.220000 sec): 3 clusters
  Score: Raw -4877707.289041 + Penalty 3479.415109 = -4874227.873932
  nChanged 1620
		SP:Iteration 9Q (69153.640000 sec): 3 clusters
  Score: Raw -4878591.258187 + Penalty 3479.415109 = -4875111.843078
  nChanged 1321
		SP:Iteration 10Q (69154.000000 sec): 3 clusters
  Score: Raw -4879221.113493 + Penalty 3479.415109 = -4875741.698384
  nChanged 1021
		SP:Iteration 11Q (69154.390000 sec): 3 clusters
  Score: Raw -4879633.400383 + Penalty 3479.415109 = -4876153.985273
  nChanged 865
		SP:Iteration 12Q (69154.780000 sec): 3 clusters
  Score: Raw -4879958.024967 + Penalty 3479.415109 = -4876478.609858
  nChanged 706
		SP:Iteration 13Q (69155.220000 sec): 3 clusters
  Score: Raw -4880189.902283 + Penalty 3479.415109 = -4876710.487174
  nChanged 665
		SP:Iteration 14Q (69155.580000 sec): 3 clusters
  Score: Raw -4880413.463302 + Penalty 3479.415109 = -4876934.048193
  nChanged 676
		SP:Iteration 15Q (69155.940000 sec): 3 clusters
  Score: Raw -4880632.220756 + Penalty 3479.415109 = -4877152.805647
  nChanged 628
		SP:Iteration 16Q (69156.320000 sec): 3 clusters
  Score: Raw -4880830.006456 + Penalty 3479.415109 = -4877350.591347
  nChanged 577
		SP:Iteration 17Q (69156.700000 sec): 3 clusters
  Score: Raw -4881013.566282 + Penalty 3479.415109 = -4877534.151172
  nChanged 580
		SP:Iteration 18Q (69157.070000 sec): 3 clusters
  Score: Raw -4881210.346203 + Penalty 3479.415109 = -4877730.931093
  nChanged 597
		SP:Iteration 19Q (69157.500000 sec): 3 clusters
  Score: Raw -4881418.290853 + Penalty 3479.415109 = -4877938.875743
  nChanged 575
		SP:Iteration 20F (69157.880000 sec): 3 clusters
  Score: Raw -4881625.983949 + Penalty 3479.415109 = -4878146.568840
  nChanged 597
		SP:Iteration 21Q (69158.280000 sec): 3 clusters
  Score: Raw -4881851.365063 + Penalty 3479.415109 = -4878371.949953
  nChanged 561
		SP:Iteration 22Q (69158.680000 sec): 3 clusters
  Score: Raw -4882080.100639 + Penalty 3479.415109 = -4878600.685529
  nChanged 564
		SP:Iteration 23Q (69159.110000 sec): 3 clusters
  Score: Raw -4882327.796167 + Penalty 3479.415109 = -4878848.381058
  nChanged 570
		SP:Iteration 24Q (69159.470000 sec): 3 clusters
  Score: Raw -4882595.943866 + Penalty 3479.415109 = -4879116.528757
  nChanged 542
		SP:Iteration 25Q (69159.840000 sec): 3 clusters
  Score: Raw -4882850.276843 + Penalty 3479.415109 = -4879370.861734
  nChanged 507
		SP:Iteration 26Q (69160.270000 sec): 3 clusters
  Score: Raw -4883102.396843 + Penalty 3479.415109 = -4879622.981733
  nChanged 461
		SP:Iteration 27Q (69160.720000 sec): 3 clusters
  Score: Raw -4883343.776529 + Penalty 3479.415109 = -4879864.361420
  nChanged 409
		SP:Iteration 28Q (69161.180000 sec): 3 clusters
  Score: Raw -4883563.674735 + Penalty 3479.415109 = -4880084.259626
  nChanged 340
		SP:Iteration 29Q (69161.530000 sec): 3 clusters
  Score: Raw -4883737.218171 + Penalty 3479.415109 = -4880257.803062
  nChanged 268
		SP:Iteration 30Q (69161.950000 sec): 3 clusters
  Score: Raw -4883869.840209 + Penalty 3479.415109 = -4880390.425100
  nChanged 222
		SP:Iteration 31Q (69162.400000 sec): 3 clusters
  Score: Raw -4883984.109003 + Penalty 3479.415109 = -4880504.693893
  nChanged 171
		SP:Iteration 32Q (69162.800000 sec): 3 clusters
  Score: Raw -4884061.205815 + Penalty 3479.415109 = -4880581.790706
  nChanged 132
		SP:Iteration 33Q (69163.180000 sec): 3 clusters
  Score: Raw -4884118.381975 + Penalty 3479.415109 = -4880638.966866
  nChanged 108
		SP:Iteration 34Q (69163.600000 sec): 3 clusters
  Score: Raw -4884164.635755 + Penalty 3479.415109 = -4880685.220646
  nChanged 83
		SP:Iteration 35Q (69164.020000 sec): 3 clusters
  Score: Raw -4884196.271700 + Penalty 3479.415109 = -4880716.856591
  nChanged 77
		SP:Iteration 36Q (69164.390000 sec): 3 clusters
  Score: Raw -4884225.209228 + Penalty 3479.415109 = -4880745.794119
  nChanged 62
		SP:Iteration 37Q (69164.860000 sec): 3 clusters
  Score: Raw -4884247.203117 + Penalty 3479.415109 = -4880767.788008
  nChanged 57
		SP:Iteration 38Q (69165.260000 sec): 3 clusters
  Score: Raw -4884268.566793 + Penalty 3479.415109 = -4880789.151683
  nChanged 51
		SP:Iteration 39Q (69165.710000 sec): 3 clusters
  Score: Raw -4884285.133314 + Penalty 3479.415109 = -4880805.718205
  nChanged 39
		SP:Iteration 40F (69166.130000 sec): 3 clusters
  Score: Raw -4884295.432623 + Penalty 3479.415109 = -4880816.017514
  nChanged 19
		SP:Iteration 41Q (69166.570000 sec): 3 clusters
  Score: Raw -4884300.814206 + Penalty 3479.415109 = -4880821.399097
  nChanged 19
		SP:Iteration 42Q (69166.970000 sec): 3 clusters
  Score: Raw -4884305.910824 + Penalty 3479.415109 = -4880826.495715
  nChanged 19
		SP:Iteration 43Q (69167.330000 sec): 3 clusters
  Score: Raw -4884312.425020 + Penalty 3479.415109 = -4880833.009910
  nChanged 20
		SP:Iteration 44Q (69167.720000 sec): 3 clusters
  Score: Raw -4884319.483696 + Penalty 3479.415109 = -4880840.068587
  nChanged 20
		SP:Iteration 45Q (69168.100000 sec): 3 clusters
  Score: Raw -4884325.848562 + Penalty 3479.415109 = -4880846.433453
  nChanged 11
		SP:Iteration 46Q (69168.430000 sec): 3 clusters
  Score: Raw -4884329.336031 + Penalty 3479.415109 = -4880849.920921
  nChanged 13
		SP:Iteration 47Q (69168.860000 sec): 3 clusters
  Score: Raw -4884335.351171 + Penalty 3479.415109 = -4880855.936061
  nChanged 12
		SP:Iteration 48Q (69169.250000 sec): 3 clusters
  Score: Raw -4884339.147111 + Penalty 3479.415109 = -4880859.732001
  nChanged 10
		SP:Iteration 49Q (69169.660000 sec): 3 clusters
  Score: Raw -4884342.442995 + Penalty 3479.415109 = -4880863.027886
  nChanged 10
		SP:Iteration 50Q (69170.040000 sec): 3 clusters
  Score: Raw -4884346.064993 + Penalty 3479.415109 = -4880866.649883
  nChanged 11
		SP:Iteration 51Q (69170.480000 sec): 3 clusters
  Score: Raw -4884349.257675 + Penalty 3479.415109 = -4880869.842566
  nChanged 11
		SP:Iteration 52Q (69170.850000 sec): 3 clusters
  Score: Raw -4884352.603257 + Penalty 3479.415109 = -4880873.188148
  nChanged 8
		SP:Iteration 53Q (69171.250000 sec): 3 clusters
  Score: Raw -4884355.353077 + Penalty 3479.415109 = -4880875.937968
  nChanged 14
		SP:Iteration 54Q (69171.650000 sec): 3 clusters
  Score: Raw -4884359.049210 + Penalty 3479.415109 = -4880879.634101
  nChanged 10
		SP:Iteration 55Q (69172.130000 sec): 3 clusters
  Score: Raw -4884361.544543 + Penalty 3479.415109 = -4880882.129434
  nChanged 11
		SP:Iteration 56Q (69172.570000 sec): 3 clusters
  Score: Raw -4884363.825219 + Penalty 3479.415109 = -4880884.410110
  nChanged 8
		SP:Iteration 57Q (69172.980000 sec): 3 clusters
  Score: Raw -4884366.646675 + Penalty 3479.415109 = -4880887.231565
  nChanged 8
		SP:Iteration 58Q (69173.390000 sec): 3 clusters
  Score: Raw -4884368.867592 + Penalty 3479.415109 = -4880889.452483
  nChanged 8
		SP:Iteration 59Q (69173.740000 sec): 3 clusters
  Score: Raw -4884371.266266 + Penalty 3479.415109 = -4880891.851157
  nChanged 8
		SP:Iteration 60F (69174.150000 sec): 3 clusters
  Score: Raw -4884374.216291 + Penalty 3479.415109 = -4880894.801182
  nChanged 6
		SP:Iteration 61Q (69174.570000 sec): 3 clusters
  Score: Raw -4884376.550109 + Penalty 3479.415109 = -4880897.135000
  nChanged 14
		SP:Iteration 62Q (69174.960000 sec): 3 clusters
  Score: Raw -4884380.594121 + Penalty 3479.415109 = -4880901.179012
  nChanged 7
		SP:Iteration 63Q (69175.360000 sec): 3 clusters
  Score: Raw -4884382.731233 + Penalty 3479.415109 = -4880903.316123
  nChanged 5
		SP:Iteration 64Q (69175.770000 sec): 3 clusters
  Score: Raw -4884384.919872 + Penalty 3479.415109 = -4880905.504763
  nChanged 9
		SP:Iteration 65Q (69176.130000 sec): 3 clusters
  Score: Raw -4884388.107201 + Penalty 3479.415109 = -4880908.692091
  nChanged 10
		SP:Iteration 66Q (69176.540000 sec): 3 clusters
  Score: Raw -4884392.293077 + Penalty 3479.415109 = -4880912.877968
  nChanged 13
		SP:Iteration 67Q (69176.970000 sec): 3 clusters
  Score: Raw -4884397.324412 + Penalty 3479.415109 = -4880917.909303
  nChanged 12
		SP:Iteration 68Q (69177.320000 sec): 3 clusters
  Score: Raw -4884400.506752 + Penalty 3479.415109 = -4880921.091642
  nChanged 6
		SP:Iteration 69Q (69177.730000 sec): 3 clusters
  Score: Raw -4884401.580723 + Penalty 3479.415109 = -4880922.165614
  nChanged 5
		SP:Iteration 70Q (69178.090000 sec): 3 clusters
  Score: Raw -4884402.431682 + Penalty 3479.415109 = -4880923.016573
  nChanged 3
		SP:Iteration 71Q (69178.470000 sec): 3 clusters
  Score: Raw -4884403.379406 + Penalty 3479.415109 = -4880923.964297
  nChanged 5
		SP:Iteration 72Q (69178.820000 sec): 3 clusters
  Score: Raw -4884405.808806 + Penalty 3479.415109 = -4880926.393697
  nChanged 7
		SP:Iteration 73Q (69179.190000 sec): 3 clusters
  Score: Raw -4884408.288971 + Penalty 3479.415109 = -4880928.873861
  nChanged 8
		SP:Iteration 74Q (69179.570000 sec): 3 clusters
  Score: Raw -4884410.575933 + Penalty 3479.415109 = -4880931.160823
  nChanged 6
		SP:Iteration 75Q (69179.910000 sec): 3 clusters
  Score: Raw -4884412.455105 + Penalty 3479.415109 = -4880933.039996
  nChanged 4
		SP:Iteration 76Q (69180.290000 sec): 3 clusters
  Score: Raw -4884413.354918 + Penalty 3479.415109 = -4880933.939809
  nChanged 6
		SP:Iteration 77Q (69180.690000 sec): 3 clusters
  Score: Raw -4884414.968036 + Penalty 3479.415109 = -4880935.552927
  nChanged 4
		SP:Iteration 78Q (69181.130000 sec): 3 clusters
  Score: Raw -4884416.361522 + Penalty 3479.415109 = -4880936.946413
  nChanged 6
		SP:Iteration 79Q (69181.460000 sec): 3 clusters
  Score: Raw -4884418.349753 + Penalty 3479.415109 = -4880938.934644
  nChanged 6
		SP:Iteration 80F (69181.910000 sec): 3 clusters
  Score: Raw -4884420.813845 + Penalty 3479.415109 = -4880941.398735
  nChanged 4
		SP:Iteration 81Q (69182.310000 sec): 3 clusters
  Score: Raw -4884422.417872 + Penalty 3479.415109 = -4880943.002763
  nChanged 3
		SP:Iteration 82Q (69182.730000 sec): 3 clusters
  Score: Raw -4884423.883195 + Penalty 3479.415109 = -4880944.468085
  nChanged 3
		SP:Iteration 83Q (69183.150000 sec): 3 clusters
  Score: Raw -4884424.582618 + Penalty 3479.415109 = -4880945.167509
  nChanged 2
		SP:Iteration 84Q (69183.530000 sec): 3 clusters
  Score: Raw -4884425.161070 + Penalty 3479.415109 = -4880945.745961
  nChanged 0
		SP:Iteration 85F (69183.940000 sec): 3 clusters
  Score: Raw -4884425.161070 + Penalty 3479.415109 = -4880945.745961
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69184.860000 sec): 2 clusters
  Score: Raw -20059767.601158 + Penalty 1965.201491 = -20057802.399667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69185.910000 sec): 3 clusters
  Score: Raw -19941820.126204 + Penalty 3930.402982 = -19937889.723222
  nChanged 86507
		SP:Iteration 1F (69186.980000 sec): 3 clusters
  Score: Raw -19992999.984467 + Penalty 3930.402982 = -19989069.581484
  nChanged 6308
		SP:Iteration 2Q (69188.120000 sec): 3 clusters
  Score: Raw -19994793.653840 + Penalty 3930.402982 = -19990863.250858
  nChanged 7026
		SP:Iteration 3Q (69189.270000 sec): 3 clusters
  Score: Raw -19997295.413491 + Penalty 3930.402982 = -19993365.010509
  nChanged 8318
		SP:Iteration 4Q (69190.310000 sec): 3 clusters
  Score: Raw -20000841.193546 + Penalty 3930.402982 = -19996910.790564
  nChanged 9822
		SP:Iteration 5F (69191.320000 sec): 3 clusters
  Score: Raw -20005731.841446 + Penalty 3930.402982 = -20001801.438464
  nChanged 11010
		SP:Iteration 6F (69192.340000 sec): 3 clusters
  Score: Raw -20012111.281983 + Penalty 3930.402982 = -20008180.879001
  nChanged 11566
		SP:Iteration 7F (69193.450000 sec): 3 clusters
  Score: Raw -20019594.278117 + Penalty 3930.402982 = -20015663.875135
  nChanged 10945
		SP:Iteration 8F (69194.520000 sec): 3 clusters
  Score: Raw -20027315.192949 + Penalty 3930.402982 = -20023384.789967
  nChanged 9547
		SP:Iteration 9F (69195.730000 sec): 3 clusters
  Score: Raw -20034369.201816 + Penalty 3930.402982 = -20030438.798834
  nChanged 7867
		SP:Iteration 10Q (69196.850000 sec): 3 clusters
  Score: Raw -20040171.185129 + Penalty 3930.402982 = -20036240.782147
  nChanged 6096
		SP:Iteration 11Q (69197.930000 sec): 3 clusters
  Score: Raw -20044471.997131 + Penalty 3930.402982 = -20040541.594149
  nChanged 4959
		SP:Iteration 12Q (69198.890000 sec): 3 clusters
  Score: Raw -20047764.341766 + Penalty 3930.402982 = -20043833.938784
  nChanged 4118
		SP:Iteration 13Q (69199.900000 sec): 3 clusters
  Score: Raw -20050437.200378 + Penalty 3930.402982 = -20046506.797396
  nChanged 3499
		SP:Iteration 14Q (69200.910000 sec): 3 clusters
  Score: Raw -20052664.278507 + Penalty 3930.402982 = -20048733.875525
  nChanged 2822
		SP:Iteration 15Q (69201.920000 sec): 3 clusters
  Score: Raw -20054468.710462 + Penalty 3930.402982 = -20050538.307480
  nChanged 2377
		SP:Iteration 16Q (69202.900000 sec): 3 clusters
  Score: Raw -20056019.345956 + Penalty 3930.402982 = -20052088.942974
  nChanged 1937
		SP:Iteration 17Q (69203.910000 sec): 3 clusters
  Score: Raw -20057267.257681 + Penalty 3930.402982 = -20053336.854699
  nChanged 1556
		SP:Iteration 18Q (69204.920000 sec): 3 clusters
  Score: Raw -20058243.745639 + Penalty 3930.402982 = -20054313.342657
  nChanged 1181
		SP:Iteration 19Q (69205.860000 sec): 3 clusters
  Score: Raw -20058955.640481 + Penalty 3930.402982 = -20055025.237499
  nChanged 950
		SP:Iteration 20F (69206.880000 sec): 3 clusters
  Score: Raw -20059519.731379 + Penalty 3930.402982 = -20055589.328397
  nChanged 759
		SP:Iteration 21Q (69207.760000 sec): 3 clusters
  Score: Raw -20059918.552074 + Penalty 3930.402982 = -20055988.149092
  nChanged 618
		SP:Iteration 22Q (69208.650000 sec): 3 clusters
  Score: Raw -20060199.973898 + Penalty 3930.402982 = -20056269.570916
  nChanged 480
		SP:Iteration 23Q (69209.580000 sec): 3 clusters
  Score: Raw -20060401.936228 + Penalty 3930.402982 = -20056471.533246
  nChanged 378
		SP:Iteration 24Q (69210.590000 sec): 3 clusters
  Score: Raw -20060548.286677 + Penalty 3930.402982 = -20056617.883695
  nChanged 315
		SP:Iteration 25Q (69211.510000 sec): 3 clusters
  Score: Raw -20060672.539291 + Penalty 3930.402982 = -20056742.136309
  nChanged 260
		SP:Iteration 26Q (69212.530000 sec): 3 clusters
  Score: Raw -20060758.097172 + Penalty 3930.402982 = -20056827.694190
  nChanged 205
		SP:Iteration 27Q (69213.420000 sec): 3 clusters
  Score: Raw -20060817.607114 + Penalty 3930.402982 = -20056887.204132
  nChanged 177
		SP:Iteration 28Q (69214.370000 sec): 3 clusters
  Score: Raw -20060864.975204 + Penalty 3930.402982 = -20056934.572222
  nChanged 149
		SP:Iteration 29Q (69215.380000 sec): 3 clusters
  Score: Raw -20060895.713413 + Penalty 3930.402982 = -20056965.310431
  nChanged 116
		SP:Iteration 30Q (69216.310000 sec): 3 clusters
  Score: Raw -20060917.343029 + Penalty 3930.402982 = -20056986.940047
  nChanged 106
		SP:Iteration 31Q (69217.170000 sec): 3 clusters
  Score: Raw -20060937.655057 + Penalty 3930.402982 = -20057007.252074
  nChanged 79
		SP:Iteration 32Q (69218.170000 sec): 3 clusters
  Score: Raw -20060951.864516 + Penalty 3930.402982 = -20057021.461534
  nChanged 75
		SP:Iteration 33Q (69219.130000 sec): 3 clusters
  Score: Raw -20060967.322359 + Penalty 3930.402982 = -20057036.919377
  nChanged 75
		SP:Iteration 34Q (69220.090000 sec): 3 clusters
  Score: Raw -20060982.037699 + Penalty 3930.402982 = -20057051.634717
  nChanged 70
		SP:Iteration 35Q (69221.020000 sec): 3 clusters
  Score: Raw -20060995.794433 + Penalty 3930.402982 = -20057065.391451
  nChanged 60
		SP:Iteration 36Q (69221.980000 sec): 3 clusters
  Score: Raw -20061007.100443 + Penalty 3930.402982 = -20057076.697461
  nChanged 54
		SP:Iteration 37Q (69222.810000 sec): 3 clusters
  Score: Raw -20061015.978830 + Penalty 3930.402982 = -20057085.575848
  nChanged 53
		SP:Iteration 38Q (69223.770000 sec): 3 clusters
  Score: Raw -20061023.191065 + Penalty 3930.402982 = -20057092.788083
  nChanged 41
		SP:Iteration 39Q (69224.730000 sec): 3 clusters
  Score: Raw -20061029.065856 + Penalty 3930.402982 = -20057098.662874
  nChanged 37
		SP:Iteration 40F (69225.680000 sec): 3 clusters
  Score: Raw -20061034.335969 + Penalty 3930.402982 = -20057103.932987
  nChanged 35
		SP:Iteration 41Q (69226.560000 sec): 3 clusters
  Score: Raw -20061039.111426 + Penalty 3930.402982 = -20057108.708444
  nChanged 37
		SP:Iteration 42Q (69227.460000 sec): 3 clusters
  Score: Raw -20061044.104428 + Penalty 3930.402982 = -20057113.701446
  nChanged 29
		SP:Iteration 43Q (69228.320000 sec): 3 clusters
  Score: Raw -20061047.730352 + Penalty 3930.402982 = -20057117.327370
  nChanged 21
		SP:Iteration 44Q (69229.230000 sec): 3 clusters
  Score: Raw -20061050.502573 + Penalty 3930.402982 = -20057120.099591
  nChanged 20
		SP:Iteration 45Q (69230.150000 sec): 3 clusters
  Score: Raw -20061052.629176 + Penalty 3930.402982 = -20057122.226194
  nChanged 21
		SP:Iteration 46Q (69231.120000 sec): 3 clusters
  Score: Raw -20061055.091243 + Penalty 3930.402982 = -20057124.688261
  nChanged 21
		SP:Iteration 47Q (69231.990000 sec): 3 clusters
  Score: Raw -20061057.939965 + Penalty 3930.402982 = -20057127.536983
  nChanged 21
		SP:Iteration 48Q (69232.850000 sec): 3 clusters
  Score: Raw -20061060.840640 + Penalty 3930.402982 = -20057130.437658
  nChanged 25
		SP:Iteration 49Q (69233.750000 sec): 3 clusters
  Score: Raw -20061064.306997 + Penalty 3930.402982 = -20057133.904015
  nChanged 23
		SP:Iteration 50Q (69234.600000 sec): 3 clusters
  Score: Raw -20061067.471326 + Penalty 3930.402982 = -20057137.068343
  nChanged 17
		SP:Iteration 51Q (69235.580000 sec): 3 clusters
  Score: Raw -20061069.846063 + Penalty 3930.402982 = -20057139.443081
  nChanged 20
		SP:Iteration 52Q (69236.530000 sec): 3 clusters
  Score: Raw -20061072.007222 + Penalty 3930.402982 = -20057141.604240
  nChanged 12
		SP:Iteration 53Q (69237.430000 sec): 3 clusters
  Score: Raw -20061073.245608 + Penalty 3930.402982 = -20057142.842625
  nChanged 10
		SP:Iteration 54Q (69238.330000 sec): 3 clusters
  Score: Raw -20061074.171933 + Penalty 3930.402982 = -20057143.768951
  nChanged 12
		SP:Iteration 55Q (69239.190000 sec): 3 clusters
  Score: Raw -20061075.702519 + Penalty 3930.402982 = -20057145.299537
  nChanged 13
		SP:Iteration 56Q (69240.160000 sec): 3 clusters
  Score: Raw -20061077.460813 + Penalty 3930.402982 = -20057147.057831
  nChanged 19
		SP:Iteration 57Q (69241.050000 sec): 3 clusters
  Score: Raw -20061079.788460 + Penalty 3930.402982 = -20057149.385478
  nChanged 16
		SP:Iteration 58Q (69241.900000 sec): 3 clusters
  Score: Raw -20061081.503006 + Penalty 3930.402982 = -20057151.100024
  nChanged 11
		SP:Iteration 59Q (69242.770000 sec): 3 clusters
  Score: Raw -20061082.975689 + Penalty 3930.402982 = -20057152.572707
  nChanged 17
		SP:Iteration 60F (69243.710000 sec): 3 clusters
  Score: Raw -20061085.301195 + Penalty 3930.402982 = -20057154.898213
  nChanged 12
		SP:Iteration 61Q (69244.620000 sec): 3 clusters
  Score: Raw -20061086.868021 + Penalty 3930.402982 = -20057156.465039
  nChanged 15
		SP:Iteration 62Q (69245.540000 sec): 3 clusters
  Score: Raw -20061088.391630 + Penalty 3930.402982 = -20057157.988648
  nChanged 12
		SP:Iteration 63Q (69246.490000 sec): 3 clusters
  Score: Raw -20061090.119691 + Penalty 3930.402982 = -20057159.716709
  nChanged 11
		SP:Iteration 64Q (69247.440000 sec): 3 clusters
  Score: Raw -20061091.606565 + Penalty 3930.402982 = -20057161.203583
  nChanged 13
		SP:Iteration 65Q (69248.390000 sec): 3 clusters
  Score: Raw -20061093.929561 + Penalty 3930.402982 = -20057163.526579
  nChanged 14
		SP:Iteration 66Q (69249.310000 sec): 3 clusters
  Score: Raw -20061095.934449 + Penalty 3930.402982 = -20057165.531467
  nChanged 10
		SP:Iteration 67Q (69250.280000 sec): 3 clusters
  Score: Raw -20061097.604315 + Penalty 3930.402982 = -20057167.201333
  nChanged 11
		SP:Iteration 68Q (69251.290000 sec): 3 clusters
  Score: Raw -20061099.126511 + Penalty 3930.402982 = -20057168.723528
  nChanged 7
		SP:Iteration 69Q (69252.210000 sec): 3 clusters
  Score: Raw -20061100.321292 + Penalty 3930.402982 = -20057169.918310
  nChanged 9
		SP:Iteration 70Q (69253.130000 sec): 3 clusters
  Score: Raw -20061101.520863 + Penalty 3930.402982 = -20057171.117881
  nChanged 9
		SP:Iteration 71Q (69254.010000 sec): 3 clusters
  Score: Raw -20061102.260382 + Penalty 3930.402982 = -20057171.857400
  nChanged 4
		SP:Iteration 72Q (69254.880000 sec): 3 clusters
  Score: Raw -20061102.580745 + Penalty 3930.402982 = -20057172.177763
  nChanged 4
		SP:Iteration 73Q (69255.760000 sec): 3 clusters
  Score: Raw -20061102.835367 + Penalty 3930.402982 = -20057172.432385
  nChanged 2
		SP:Iteration 74Q (69256.650000 sec): 3 clusters
  Score: Raw -20061103.095699 + Penalty 3930.402982 = -20057172.692717
  nChanged 3
		SP:Iteration 75Q (69257.580000 sec): 3 clusters
  Score: Raw -20061103.316534 + Penalty 3930.402982 = -20057172.913552
  nChanged 2
		SP:Iteration 76Q (69258.450000 sec): 3 clusters
  Score: Raw -20061103.521384 + Penalty 3930.402982 = -20057173.118402
  nChanged 3
		SP:Iteration 77Q (69259.400000 sec): 3 clusters
  Score: Raw -20061103.809292 + Penalty 3930.402982 = -20057173.406310
  nChanged 4
		SP:Iteration 78Q (69260.430000 sec): 3 clusters
  Score: Raw -20061104.089164 + Penalty 3930.402982 = -20057173.686182
  nChanged 1
		SP:Iteration 79Q (69261.550000 sec): 3 clusters
  Score: Raw -20061104.250580 + Penalty 3930.402982 = -20057173.847597
  nChanged 1
		SP:Iteration 80F (69262.480000 sec): 3 clusters
  Score: Raw -20061104.305151 + Penalty 3930.402982 = -20057173.902169
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69262.770000 sec): 2 clusters
  Score: Raw -2279541.299789 + Penalty 1630.144891 = -2277911.154899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69263.070000 sec): 3 clusters
  Score: Raw -2265760.522877 + Penalty 3260.289782 = -2262500.233095
  nChanged 10388
		SP:Iteration 1F (69263.380000 sec): 3 clusters
  Score: Raw -2272327.300593 + Penalty 3260.289782 = -2269067.010812
  nChanged 1681
		SP:Iteration 2F (69263.680000 sec): 3 clusters
  Score: Raw -2273443.522232 + Penalty 3260.289782 = -2270183.232451
  nChanged 1691
		SP:Iteration 3F (69264.020000 sec): 3 clusters
  Score: Raw -2274530.800115 + Penalty 3260.289782 = -2271270.510334
  nChanged 1521
		SP:Iteration 4F (69264.380000 sec): 3 clusters
  Score: Raw -2275502.332755 + Penalty 3260.289782 = -2272242.042974
  nChanged 1321
		SP:Iteration 5F (69264.660000 sec): 3 clusters
  Score: Raw -2276259.548421 + Penalty 3260.289782 = -2272999.258639
  nChanged 1074
		SP:Iteration 6Q (69264.990000 sec): 3 clusters
  Score: Raw -2276824.539713 + Penalty 3260.289782 = -2273564.249932
  nChanged 921
		SP:Iteration 7Q (69265.350000 sec): 3 clusters
  Score: Raw -2277277.154779 + Penalty 3260.289782 = -2274016.864997
  nChanged 804
		SP:Iteration 8Q (69265.600000 sec): 3 clusters
  Score: Raw -2277654.564262 + Penalty 3260.289782 = -2274394.274480
  nChanged 673
		SP:Iteration 9Q (69265.890000 sec): 3 clusters
  Score: Raw -2277951.509201 + Penalty 3260.289782 = -2274691.219420
  nChanged 566
		SP:Iteration 10Q (69266.270000 sec): 3 clusters
  Score: Raw -2278199.720080 + Penalty 3260.289782 = -2274939.430298
  nChanged 494
		SP:Iteration 11Q (69266.570000 sec): 3 clusters
  Score: Raw -2278398.503456 + Penalty 3260.289782 = -2275138.213675
  nChanged 441
		SP:Iteration 12Q (69266.900000 sec): 3 clusters
  Score: Raw -2278568.000766 + Penalty 3260.289782 = -2275307.710985
  nChanged 409
		SP:Iteration 13Q (69267.200000 sec): 3 clusters
  Score: Raw -2278712.475700 + Penalty 3260.289782 = -2275452.185919
  nChanged 394
		SP:Iteration 14Q (69267.520000 sec): 3 clusters
  Score: Raw -2278840.745215 + Penalty 3260.289782 = -2275580.455434
  nChanged 358
		SP:Iteration 15Q (69267.870000 sec): 3 clusters
  Score: Raw -2278958.532500 + Penalty 3260.289782 = -2275698.242719
  nChanged 334
		SP:Iteration 16Q (69268.210000 sec): 3 clusters
  Score: Raw -2279076.128289 + Penalty 3260.289782 = -2275815.838508
  nChanged 356
		SP:Iteration 17Q (69268.510000 sec): 3 clusters
  Score: Raw -2279202.254414 + Penalty 3260.289782 = -2275941.964632
  nChanged 379
		SP:Iteration 18Q (69268.910000 sec): 3 clusters
  Score: Raw -2279348.219672 + Penalty 3260.289782 = -2276087.929890
  nChanged 361
		SP:Iteration 19Q (69269.220000 sec): 3 clusters
  Score: Raw -2279488.541039 + Penalty 3260.289782 = -2276228.251258
  nChanged 348
		SP:Iteration 20F (69269.580000 sec): 3 clusters
  Score: Raw -2279613.211562 + Penalty 3260.289782 = -2276352.921780
  nChanged 333
		SP:Iteration 21Q (69269.890000 sec): 3 clusters
  Score: Raw -2279729.283381 + Penalty 3260.289782 = -2276468.993599
  nChanged 285
		SP:Iteration 22Q (69270.250000 sec): 3 clusters
  Score: Raw -2279832.283851 + Penalty 3260.289782 = -2276571.994069
  nChanged 266
		SP:Iteration 23Q (69270.630000 sec): 3 clusters
  Score: Raw -2279926.748451 + Penalty 3260.289782 = -2276666.458670
  nChanged 264
		SP:Iteration 24Q (69270.910000 sec): 3 clusters
  Score: Raw -2280019.970035 + Penalty 3260.289782 = -2276759.680254
  nChanged 203
		SP:Iteration 25Q (69271.200000 sec): 3 clusters
  Score: Raw -2280093.245174 + Penalty 3260.289782 = -2276832.955393
  nChanged 184
		SP:Iteration 26Q (69271.510000 sec): 3 clusters
  Score: Raw -2280160.441719 + Penalty 3260.289782 = -2276900.151937
  nChanged 182
		SP:Iteration 27Q (69271.810000 sec): 3 clusters
  Score: Raw -2280220.835528 + Penalty 3260.289782 = -2276960.545747
  nChanged 158
		SP:Iteration 28Q (69272.140000 sec): 3 clusters
  Score: Raw -2280268.990588 + Penalty 3260.289782 = -2277008.700807
  nChanged 134
		SP:Iteration 29Q (69272.420000 sec): 3 clusters
  Score: Raw -2280312.228971 + Penalty 3260.289782 = -2277051.939189
  nChanged 117
		SP:Iteration 30Q (69272.710000 sec): 3 clusters
  Score: Raw -2280350.775745 + Penalty 3260.289782 = -2277090.485963
  nChanged 106
		SP:Iteration 31Q (69273.020000 sec): 3 clusters
  Score: Raw -2280382.559737 + Penalty 3260.289782 = -2277122.269955
  nChanged 78
		SP:Iteration 32Q (69273.280000 sec): 3 clusters
  Score: Raw -2280404.313372 + Penalty 3260.289782 = -2277144.023590
  nChanged 73
		SP:Iteration 33Q (69273.630000 sec): 3 clusters
  Score: Raw -2280423.090257 + Penalty 3260.289782 = -2277162.800476
  nChanged 66
		SP:Iteration 34Q (69273.980000 sec): 3 clusters
  Score: Raw -2280441.415757 + Penalty 3260.289782 = -2277181.125976
  nChanged 53
		SP:Iteration 35Q (69274.280000 sec): 3 clusters
  Score: Raw -2280459.006112 + Penalty 3260.289782 = -2277198.716331
  nChanged 59
		SP:Iteration 36Q (69274.580000 sec): 3 clusters
  Score: Raw -2280475.849339 + Penalty 3260.289782 = -2277215.559557
  nChanged 52
		SP:Iteration 37Q (69274.870000 sec): 3 clusters
  Score: Raw -2280491.590964 + Penalty 3260.289782 = -2277231.301183
  nChanged 46
		SP:Iteration 38Q (69275.140000 sec): 3 clusters
  Score: Raw -2280504.416776 + Penalty 3260.289782 = -2277244.126995
  nChanged 47
		SP:Iteration 39Q (69275.420000 sec): 3 clusters
  Score: Raw -2280518.183717 + Penalty 3260.289782 = -2277257.893935
  nChanged 48
		SP:Iteration 40F (69275.730000 sec): 3 clusters
  Score: Raw -2280532.691515 + Penalty 3260.289782 = -2277272.401734
  nChanged 41
		SP:Iteration 41Q (69276.010000 sec): 3 clusters
  Score: Raw -2280544.971100 + Penalty 3260.289782 = -2277284.681318
  nChanged 45
		SP:Iteration 42Q (69276.340000 sec): 3 clusters
  Score: Raw -2280559.436875 + Penalty 3260.289782 = -2277299.147094
  nChanged 46
		SP:Iteration 43Q (69276.650000 sec): 3 clusters
  Score: Raw -2280573.781005 + Penalty 3260.289782 = -2277313.491224
  nChanged 33
		SP:Iteration 44Q (69276.980000 sec): 3 clusters
  Score: Raw -2280583.516446 + Penalty 3260.289782 = -2277323.226665
  nChanged 29
		SP:Iteration 45Q (69277.310000 sec): 3 clusters
  Score: Raw -2280589.913074 + Penalty 3260.289782 = -2277329.623292
  nChanged 23
		SP:Iteration 46Q (69277.620000 sec): 3 clusters
  Score: Raw -2280594.265895 + Penalty 3260.289782 = -2277333.976113
  nChanged 26
		SP:Iteration 47Q (69277.870000 sec): 3 clusters
  Score: Raw -2280599.420097 + Penalty 3260.289782 = -2277339.130316
  nChanged 18
		SP:Iteration 48Q (69278.210000 sec): 3 clusters
  Score: Raw -2280602.962885 + Penalty 3260.289782 = -2277342.673104
  nChanged 14
		SP:Iteration 49Q (69278.430000 sec): 3 clusters
  Score: Raw -2280606.060873 + Penalty 3260.289782 = -2277345.771091
  nChanged 12
		SP:Iteration 50Q (69278.750000 sec): 3 clusters
  Score: Raw -2280608.299724 + Penalty 3260.289782 = -2277348.009942
  nChanged 14
		SP:Iteration 51Q (69278.990000 sec): 3 clusters
  Score: Raw -2280611.653966 + Penalty 3260.289782 = -2277351.364184
  nChanged 12
		SP:Iteration 52Q (69279.300000 sec): 3 clusters
  Score: Raw -2280613.991063 + Penalty 3260.289782 = -2277353.701281
  nChanged 11
		SP:Iteration 53Q (69279.550000 sec): 3 clusters
  Score: Raw -2280615.852174 + Penalty 3260.289782 = -2277355.562392
  nChanged 6
		SP:Iteration 54Q (69279.860000 sec): 3 clusters
  Score: Raw -2280616.865672 + Penalty 3260.289782 = -2277356.575890
  nChanged 9
		SP:Iteration 55Q (69280.130000 sec): 3 clusters
  Score: Raw -2280618.547331 + Penalty 3260.289782 = -2277358.257549
  nChanged 7
		SP:Iteration 56Q (69280.380000 sec): 3 clusters
  Score: Raw -2280619.840166 + Penalty 3260.289782 = -2277359.550385
  nChanged 11
		SP:Iteration 57Q (69280.640000 sec): 3 clusters
  Score: Raw -2280621.631996 + Penalty 3260.289782 = -2277361.342214
  nChanged 6
		SP:Iteration 58Q (69280.930000 sec): 3 clusters
  Score: Raw -2280622.755891 + Penalty 3260.289782 = -2277362.466109
  nChanged 3
		SP:Iteration 59Q (69281.160000 sec): 3 clusters
  Score: Raw -2280623.238082 + Penalty 3260.289782 = -2277362.948301
  nChanged 6
		SP:Iteration 60F (69281.450000 sec): 3 clusters
  Score: Raw -2280623.898980 + Penalty 3260.289782 = -2277363.609198
  nChanged 5
		SP:Iteration 61Q (69281.770000 sec): 3 clusters
  Score: Raw -2280624.630249 + Penalty 3260.289782 = -2277364.340467
  nChanged 4
		SP:Iteration 62Q (69282.060000 sec): 3 clusters
  Score: Raw -2280625.306863 + Penalty 3260.289782 = -2277365.017082
  nChanged 4
		SP:Iteration 63Q (69282.290000 sec): 3 clusters
  Score: Raw -2280625.927779 + Penalty 3260.289782 = -2277365.637997
  nChanged 2
		SP:Iteration 64Q (69282.590000 sec): 3 clusters
  Score: Raw -2280626.170086 + Penalty 3260.289782 = -2277365.880304
  nChanged 1
		SP:Iteration 65Q (69282.900000 sec): 3 clusters
  Score: Raw -2280626.288627 + Penalty 3260.289782 = -2277365.998845
  nChanged 2
		SP:Iteration 66Q (69283.210000 sec): 3 clusters
  Score: Raw -2280626.436278 + Penalty 3260.289782 = -2277366.146496
  nChanged 0
		SP:Iteration 67F (69283.520000 sec): 3 clusters
  Score: Raw -2280626.436278 + Penalty 3260.289782 = -2277366.146496
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69283.680000 sec): 2 clusters
  Score: Raw -1036831.653597 + Penalty 1470.098834 = -1035361.554763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69283.940000 sec): 3 clusters
  Score: Raw -1032052.129898 + Penalty 2940.197669 = -1029111.932229
  nChanged 3660
		SP:Iteration 1F (69284.150000 sec): 3 clusters
  Score: Raw -1034072.197247 + Penalty 2940.197669 = -1031131.999578
  nChanged 538
		SP:Iteration 2F (69284.360000 sec): 3 clusters
  Score: Raw -1034325.766612 + Penalty 2940.197669 = -1031385.568943
  nChanged 438
		SP:Iteration 3F (69284.560000 sec): 3 clusters
  Score: Raw -1034549.859524 + Penalty 2940.197669 = -1031609.661855
  nChanged 434
		SP:Iteration 4F (69284.810000 sec): 3 clusters
  Score: Raw -1034797.379762 + Penalty 2940.197669 = -1031857.182094
  nChanged 414
		SP:Iteration 5Q (69285.030000 sec): 3 clusters
  Score: Raw -1035049.821804 + Penalty 2940.197669 = -1032109.624136
  nChanged 395
		SP:Iteration 6Q (69285.290000 sec): 3 clusters
  Score: Raw -1035277.019579 + Penalty 2940.197669 = -1032336.821910
  nChanged 383
		SP:Iteration 7Q (69285.540000 sec): 3 clusters
  Score: Raw -1035517.666057 + Penalty 2940.197669 = -1032577.468388
  nChanged 379
		SP:Iteration 8Q (69285.810000 sec): 3 clusters
  Score: Raw -1035793.420363 + Penalty 2940.197669 = -1032853.222694
  nChanged 364
		SP:Iteration 9Q (69286.030000 sec): 3 clusters
  Score: Raw -1036039.367278 + Penalty 2940.197669 = -1033099.169609
  nChanged 294
		SP:Iteration 10Q (69286.260000 sec): 3 clusters
  Score: Raw -1036254.771460 + Penalty 2940.197669 = -1033314.573791
  nChanged 248
		SP:Iteration 11Q (69286.510000 sec): 3 clusters
  Score: Raw -1036435.869795 + Penalty 2940.197669 = -1033495.672126
  nChanged 206
		SP:Iteration 12Q (69286.750000 sec): 3 clusters
  Score: Raw -1036593.278829 + Penalty 2940.197669 = -1033653.081160
  nChanged 159
		SP:Iteration 13Q (69286.980000 sec): 3 clusters
  Score: Raw -1036718.657168 + Penalty 2940.197669 = -1033778.459499
  nChanged 122
		SP:Iteration 14Q (69287.210000 sec): 3 clusters
  Score: Raw -1036819.954780 + Penalty 2940.197669 = -1033879.757111
  nChanged 97
		SP:Iteration 15Q (69287.420000 sec): 3 clusters
  Score: Raw -1036897.516881 + Penalty 2940.197669 = -1033957.319213
  nChanged 55
		SP:Iteration 16Q (69287.660000 sec): 3 clusters
  Score: Raw -1036939.117638 + Penalty 2940.197669 = -1033998.919969
  nChanged 37
		SP:Iteration 17Q (69287.890000 sec): 3 clusters
  Score: Raw -1036970.532544 + Penalty 2940.197669 = -1034030.334875
  nChanged 31
		SP:Iteration 18Q (69288.140000 sec): 3 clusters
  Score: Raw -1036996.888712 + Penalty 2940.197669 = -1034056.691043
  nChanged 23
		SP:Iteration 19Q (69288.330000 sec): 3 clusters
  Score: Raw -1037016.495468 + Penalty 2940.197669 = -1034076.297799
  nChanged 20
		SP:Iteration 20F (69288.570000 sec): 3 clusters
  Score: Raw -1037029.947732 + Penalty 2940.197669 = -1034089.750063
  nChanged 13
		SP:Iteration 21Q (69288.780000 sec): 3 clusters
  Score: Raw -1037038.977410 + Penalty 2940.197669 = -1034098.779741
  nChanged 16
		SP:Iteration 22Q (69288.990000 sec): 3 clusters
  Score: Raw -1037048.286482 + Penalty 2940.197669 = -1034108.088813
  nChanged 13
		SP:Iteration 23Q (69289.180000 sec): 3 clusters
  Score: Raw -1037056.236355 + Penalty 2940.197669 = -1034116.038687
  nChanged 10
		SP:Iteration 24Q (69289.400000 sec): 3 clusters
  Score: Raw -1037062.022302 + Penalty 2940.197669 = -1034121.824633
  nChanged 7
		SP:Iteration 25Q (69289.580000 sec): 3 clusters
  Score: Raw -1037069.279518 + Penalty 2940.197669 = -1034129.081849
  nChanged 6
		SP:Iteration 26Q (69289.780000 sec): 3 clusters
  Score: Raw -1037074.598111 + Penalty 2940.197669 = -1034134.400443
  nChanged 9
		SP:Iteration 27Q (69290.000000 sec): 3 clusters
  Score: Raw -1037084.921992 + Penalty 2940.197669 = -1034144.724323
  nChanged 10
		SP:Iteration 28Q (69290.210000 sec): 3 clusters
  Score: Raw -1037095.009282 + Penalty 2940.197669 = -1034154.811613
  nChanged 8
		SP:Iteration 29Q (69290.410000 sec): 3 clusters
  Score: Raw -1037104.294159 + Penalty 2940.197669 = -1034164.096490
  nChanged 6
		SP:Iteration 30Q (69290.670000 sec): 3 clusters
  Score: Raw -1037108.826793 + Penalty 2940.197669 = -1034168.629124
  nChanged 3
		SP:Iteration 31Q (69290.890000 sec): 3 clusters
  Score: Raw -1037112.132597 + Penalty 2940.197669 = -1034171.934928
  nChanged 0
		SP:Iteration 32F (69291.090000 sec): 3 clusters
  Score: Raw -1037112.132597 + Penalty 2940.197669 = -1034171.934928
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69291.360000 sec): 2 clusters
  Score: Raw -2764413.135606 + Penalty 1640.191781 = -2762772.943825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69291.690000 sec): 3 clusters
  Score: Raw -2749650.923092 + Penalty 3280.383563 = -2746370.539530
  nChanged 10998
		SP:Iteration 1F (69292.030000 sec): 3 clusters
  Score: Raw -2755856.536415 + Penalty 3280.383563 = -2752576.152852
  nChanged 1392
		SP:Iteration 2F (69292.290000 sec): 3 clusters
  Score: Raw -2756546.693185 + Penalty 3280.383563 = -2753266.309622
  nChanged 1524
		SP:Iteration 3F (69292.610000 sec): 3 clusters
  Score: Raw -2757417.631898 + Penalty 3280.383563 = -2754137.248336
  nChanged 1677
		SP:Iteration 4F (69292.920000 sec): 3 clusters
  Score: Raw -2758451.107679 + Penalty 3280.383563 = -2755170.724116
  nChanged 1696
		SP:Iteration 5F (69293.180000 sec): 3 clusters
  Score: Raw -2759597.486281 + Penalty 3280.383563 = -2756317.102718
  nChanged 1573
		SP:Iteration 6F (69293.530000 sec): 3 clusters
  Score: Raw -2760802.821180 + Penalty 3280.383563 = -2757522.437617
  nChanged 1301
		SP:Iteration 7F (69293.800000 sec): 3 clusters
  Score: Raw -2761937.802830 + Penalty 3280.383563 = -2758657.419267
  nChanged 962
		SP:Iteration 8Q (69294.120000 sec): 3 clusters
  Score: Raw -2762704.982962 + Penalty 3280.383563 = -2759424.599399
  nChanged 673
		SP:Iteration 9Q (69294.430000 sec): 3 clusters
  Score: Raw -2763094.764554 + Penalty 3280.383563 = -2759814.380991
  nChanged 487
		SP:Iteration 10Q (69294.710000 sec): 3 clusters
  Score: Raw -2763329.301862 + Penalty 3280.383563 = -2760048.918300
  nChanged 358
		SP:Iteration 11Q (69295.070000 sec): 3 clusters
  Score: Raw -2763473.823619 + Penalty 3280.383563 = -2760193.440056
  nChanged 305
		SP:Iteration 12Q (69295.400000 sec): 3 clusters
  Score: Raw -2763591.174506 + Penalty 3280.383563 = -2760310.790944
  nChanged 277
		SP:Iteration 13Q (69295.770000 sec): 3 clusters
  Score: Raw -2763690.978596 + Penalty 3280.383563 = -2760410.595033
  nChanged 247
		SP:Iteration 14Q (69296.140000 sec): 3 clusters
  Score: Raw -2763779.799788 + Penalty 3280.383563 = -2760499.416225
  nChanged 227
		SP:Iteration 15Q (69296.440000 sec): 3 clusters
  Score: Raw -2763857.951993 + Penalty 3280.383563 = -2760577.568431
  nChanged 212
		SP:Iteration 16Q (69296.750000 sec): 3 clusters
  Score: Raw -2763930.143561 + Penalty 3280.383563 = -2760649.759999
  nChanged 202
		SP:Iteration 17Q (69297.070000 sec): 3 clusters
  Score: Raw -2763998.913958 + Penalty 3280.383563 = -2760718.530395
  nChanged 187
		SP:Iteration 18Q (69297.390000 sec): 3 clusters
  Score: Raw -2764064.990466 + Penalty 3280.383563 = -2760784.606904
  nChanged 160
		SP:Iteration 19Q (69297.710000 sec): 3 clusters
  Score: Raw -2764121.796860 + Penalty 3280.383563 = -2760841.413298
  nChanged 158
		SP:Iteration 20F (69297.980000 sec): 3 clusters
  Score: Raw -2764173.572560 + Penalty 3280.383563 = -2760893.188997
  nChanged 138
		SP:Iteration 21Q (69298.290000 sec): 3 clusters
  Score: Raw -2764212.882331 + Penalty 3280.383563 = -2760932.498768
  nChanged 129
		SP:Iteration 22Q (69298.600000 sec): 3 clusters
  Score: Raw -2764255.300435 + Penalty 3280.383563 = -2760974.916872
  nChanged 133
		SP:Iteration 23Q (69298.930000 sec): 3 clusters
  Score: Raw -2764296.124195 + Penalty 3280.383563 = -2761015.740633
  nChanged 113
		SP:Iteration 24Q (69299.220000 sec): 3 clusters
  Score: Raw -2764332.609112 + Penalty 3280.383563 = -2761052.225549
  nChanged 109
		SP:Iteration 25Q (69299.530000 sec): 3 clusters
  Score: Raw -2764368.130849 + Penalty 3280.383563 = -2761087.747287
  nChanged 105
		SP:Iteration 26Q (69299.820000 sec): 3 clusters
  Score: Raw -2764406.254924 + Penalty 3280.383563 = -2761125.871361
  nChanged 108
		SP:Iteration 27Q (69300.120000 sec): 3 clusters
  Score: Raw -2764437.948743 + Penalty 3280.383563 = -2761157.565181
  nChanged 95
		SP:Iteration 28Q (69300.390000 sec): 3 clusters
  Score: Raw -2764461.761531 + Penalty 3280.383563 = -2761181.377969
  nChanged 70
		SP:Iteration 29Q (69300.660000 sec): 3 clusters
  Score: Raw -2764479.678871 + Penalty 3280.383563 = -2761199.295308
  nChanged 60
		SP:Iteration 30Q (69300.970000 sec): 3 clusters
  Score: Raw -2764497.101258 + Penalty 3280.383563 = -2761216.717695
  nChanged 74
		SP:Iteration 31Q (69301.220000 sec): 3 clusters
  Score: Raw -2764518.716334 + Penalty 3280.383563 = -2761238.332771
  nChanged 72
		SP:Iteration 32Q (69301.530000 sec): 3 clusters
  Score: Raw -2764541.451461 + Penalty 3280.383563 = -2761261.067898
  nChanged 87
		SP:Iteration 33Q (69301.760000 sec): 3 clusters
  Score: Raw -2764567.976708 + Penalty 3280.383563 = -2761287.593146
  nChanged 75
		SP:Iteration 34Q (69302.030000 sec): 3 clusters
  Score: Raw -2764590.023362 + Penalty 3280.383563 = -2761309.639799
  nChanged 60
		SP:Iteration 35Q (69302.270000 sec): 3 clusters
  Score: Raw -2764608.772273 + Penalty 3280.383563 = -2761328.388711
  nChanged 54
		SP:Iteration 36Q (69302.580000 sec): 3 clusters
  Score: Raw -2764624.780823 + Penalty 3280.383563 = -2761344.397260
  nChanged 46
		SP:Iteration 37Q (69302.870000 sec): 3 clusters
  Score: Raw -2764636.503539 + Penalty 3280.383563 = -2761356.119976
  nChanged 45
		SP:Iteration 38Q (69303.210000 sec): 3 clusters
  Score: Raw -2764648.179998 + Penalty 3280.383563 = -2761367.796435
  nChanged 44
		SP:Iteration 39Q (69303.450000 sec): 3 clusters
  Score: Raw -2764658.861533 + Penalty 3280.383563 = -2761378.477970
  nChanged 43
		SP:Iteration 40F (69303.790000 sec): 3 clusters
  Score: Raw -2764667.375042 + Penalty 3280.383563 = -2761386.991479
  nChanged 29
		SP:Iteration 41Q (69304.120000 sec): 3 clusters
  Score: Raw -2764673.623855 + Penalty 3280.383563 = -2761393.240292
  nChanged 30
		SP:Iteration 42Q (69304.410000 sec): 3 clusters
  Score: Raw -2764678.703913 + Penalty 3280.383563 = -2761398.320351
  nChanged 20
		SP:Iteration 43Q (69304.680000 sec): 3 clusters
  Score: Raw -2764683.016520 + Penalty 3280.383563 = -2761402.632957
  nChanged 29
		SP:Iteration 44Q (69305.060000 sec): 3 clusters
  Score: Raw -2764690.415879 + Penalty 3280.383563 = -2761410.032316
  nChanged 34
		SP:Iteration 45Q (69305.370000 sec): 3 clusters
  Score: Raw -2764698.654247 + Penalty 3280.383563 = -2761418.270684
  nChanged 30
		SP:Iteration 46Q (69305.590000 sec): 3 clusters
  Score: Raw -2764705.670951 + Penalty 3280.383563 = -2761425.287389
  nChanged 22
		SP:Iteration 47Q (69305.920000 sec): 3 clusters
  Score: Raw -2764709.893848 + Penalty 3280.383563 = -2761429.510285
  nChanged 22
		SP:Iteration 48Q (69306.240000 sec): 3 clusters
  Score: Raw -2764715.363778 + Penalty 3280.383563 = -2761434.980215
  nChanged 20
		SP:Iteration 49Q (69306.490000 sec): 3 clusters
  Score: Raw -2764720.358463 + Penalty 3280.383563 = -2761439.974900
  nChanged 23
		SP:Iteration 50Q (69306.740000 sec): 3 clusters
  Score: Raw -2764725.450330 + Penalty 3280.383563 = -2761445.066767
  nChanged 18
		SP:Iteration 51Q (69307.080000 sec): 3 clusters
  Score: Raw -2764729.191074 + Penalty 3280.383563 = -2761448.807512
  nChanged 16
		SP:Iteration 52Q (69307.370000 sec): 3 clusters
  Score: Raw -2764732.379202 + Penalty 3280.383563 = -2761451.995640
  nChanged 12
		SP:Iteration 53Q (69307.650000 sec): 3 clusters
  Score: Raw -2764734.811503 + Penalty 3280.383563 = -2761454.427940
  nChanged 15
		SP:Iteration 54Q (69307.930000 sec): 3 clusters
  Score: Raw -2764737.678064 + Penalty 3280.383563 = -2761457.294501
  nChanged 8
		SP:Iteration 55Q (69308.240000 sec): 3 clusters
  Score: Raw -2764740.210390 + Penalty 3280.383563 = -2761459.826827
  nChanged 11
		SP:Iteration 56Q (69308.530000 sec): 3 clusters
  Score: Raw -2764742.447026 + Penalty 3280.383563 = -2761462.063464
  nChanged 12
		SP:Iteration 57Q (69308.810000 sec): 3 clusters
  Score: Raw -2764744.887548 + Penalty 3280.383563 = -2761464.503985
  nChanged 15
		SP:Iteration 58Q (69309.040000 sec): 3 clusters
  Score: Raw -2764747.757921 + Penalty 3280.383563 = -2761467.374358
  nChanged 11
		SP:Iteration 59Q (69309.340000 sec): 3 clusters
  Score: Raw -2764749.757479 + Penalty 3280.383563 = -2761469.373916
  nChanged 10
		SP:Iteration 60F (69309.670000 sec): 3 clusters
  Score: Raw -2764751.975579 + Penalty 3280.383563 = -2761471.592016
  nChanged 14
		SP:Iteration 61Q (69309.980000 sec): 3 clusters
  Score: Raw -2764755.232522 + Penalty 3280.383563 = -2761474.848960
  nChanged 17
		SP:Iteration 62Q (69310.280000 sec): 3 clusters
  Score: Raw -2764760.322758 + Penalty 3280.383563 = -2761479.939195
  nChanged 23
		SP:Iteration 63Q (69310.620000 sec): 3 clusters
  Score: Raw -2764766.525065 + Penalty 3280.383563 = -2761486.141503
  nChanged 23
		SP:Iteration 64Q (69310.900000 sec): 3 clusters
  Score: Raw -2764772.031757 + Penalty 3280.383563 = -2761491.648194
  nChanged 14
		SP:Iteration 65Q (69311.220000 sec): 3 clusters
  Score: Raw -2764775.506835 + Penalty 3280.383563 = -2761495.123272
  nChanged 22
		SP:Iteration 66Q (69311.520000 sec): 3 clusters
  Score: Raw -2764780.662886 + Penalty 3280.383563 = -2761500.279323
  nChanged 16
		SP:Iteration 67Q (69311.820000 sec): 3 clusters
  Score: Raw -2764785.115427 + Penalty 3280.383563 = -2761504.731865
  nChanged 24
		SP:Iteration 68Q (69312.140000 sec): 3 clusters
  Score: Raw -2764792.077516 + Penalty 3280.383563 = -2761511.693953
  nChanged 25
		SP:Iteration 69Q (69312.470000 sec): 3 clusters
  Score: Raw -2764798.505577 + Penalty 3280.383563 = -2761518.122014
  nChanged 22
		SP:Iteration 70Q (69312.780000 sec): 3 clusters
  Score: Raw -2764803.912905 + Penalty 3280.383563 = -2761523.529342
  nChanged 16
		SP:Iteration 71Q (69313.080000 sec): 3 clusters
  Score: Raw -2764808.788292 + Penalty 3280.383563 = -2761528.404730
  nChanged 22
		SP:Iteration 72Q (69313.440000 sec): 3 clusters
  Score: Raw -2764814.519875 + Penalty 3280.383563 = -2761534.136313
  nChanged 21
		SP:Iteration 73Q (69313.700000 sec): 3 clusters
  Score: Raw -2764821.221516 + Penalty 3280.383563 = -2761540.837953
  nChanged 24
		SP:Iteration 74Q (69314.000000 sec): 3 clusters
  Score: Raw -2764828.173998 + Penalty 3280.383563 = -2761547.790435
  nChanged 16
		SP:Iteration 75Q (69314.290000 sec): 3 clusters
  Score: Raw -2764834.195812 + Penalty 3280.383563 = -2761553.812249
  nChanged 19
		SP:Iteration 76Q (69314.560000 sec): 3 clusters
  Score: Raw -2764839.792406 + Penalty 3280.383563 = -2761559.408844
  nChanged 17
		SP:Iteration 77Q (69314.800000 sec): 3 clusters
  Score: Raw -2764843.602376 + Penalty 3280.383563 = -2761563.218814
  nChanged 11
		SP:Iteration 78Q (69315.040000 sec): 3 clusters
  Score: Raw -2764846.668109 + Penalty 3280.383563 = -2761566.284546
  nChanged 9
		SP:Iteration 79Q (69315.340000 sec): 3 clusters
  Score: Raw -2764848.831413 + Penalty 3280.383563 = -2761568.447850
  nChanged 6
		SP:Iteration 80F (69315.670000 sec): 3 clusters
  Score: Raw -2764850.019874 + Penalty 3280.383563 = -2761569.636311
  nChanged 2
		SP:Iteration 81Q (69316.000000 sec): 3 clusters
  Score: Raw -2764850.276045 + Penalty 3280.383563 = -2761569.892483
  nChanged 5
		SP:Iteration 82Q (69316.290000 sec): 3 clusters
  Score: Raw -2764851.405431 + Penalty 3280.383563 = -2761571.021869
  nChanged 3
		SP:Iteration 83Q (69316.570000 sec): 3 clusters
  Score: Raw -2764851.875609 + Penalty 3280.383563 = -2761571.492046
  nChanged 3
		SP:Iteration 84Q (69316.870000 sec): 3 clusters
  Score: Raw -2764852.574034 + Penalty 3280.383563 = -2761572.190472
  nChanged 4
		SP:Iteration 85Q (69317.200000 sec): 3 clusters
  Score: Raw -2764853.296687 + Penalty 3280.383563 = -2761572.913124
  nChanged 1
		SP:Iteration 86Q (69317.470000 sec): 3 clusters
  Score: Raw -2764853.672410 + Penalty 3280.383563 = -2761573.288847
  nChanged 1
		SP:Iteration 87Q (69317.790000 sec): 3 clusters
  Score: Raw -2764854.296127 + Penalty 3280.383563 = -2761573.912564
  nChanged 3
		SP:Iteration 88Q (69318.090000 sec): 3 clusters
  Score: Raw -2764855.051348 + Penalty 3280.383563 = -2761574.667785
  nChanged 2
		SP:Iteration 89Q (69318.330000 sec): 3 clusters
  Score: Raw -2764855.611755 + Penalty 3280.383563 = -2761575.228192
  nChanged 4
		SP:Iteration 90Q (69318.670000 sec): 3 clusters
  Score: Raw -2764856.281253 + Penalty 3280.383563 = -2761575.897691
  nChanged 2
		SP:Iteration 91Q (69318.960000 sec): 3 clusters
  Score: Raw -2764856.654131 + Penalty 3280.383563 = -2761576.270568
  nChanged 0
		SP:Iteration 92F (69319.250000 sec): 3 clusters
  Score: Raw -2764856.654131 + Penalty 3280.383563 = -2761576.270568
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69319.360000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69319.570000 sec): 3 clusters
  Score: Raw -55168.747421 + Penalty 1996.860331 = -53171.887090
  nChanged 112
		SP:Iteration 1F (69319.780000 sec): 3 clusters
  Score: Raw -55321.145939 + Penalty 1996.860331 = -53324.285608
  nChanged 29
		SP:Iteration 2F (69319.930000 sec): 3 clusters
  Score: Raw -55383.500703 + Penalty 1996.860331 = -53386.640372
  nChanged 24
		SP:Iteration 3F (69320.120000 sec): 3 clusters
  Score: Raw -55436.923862 + Penalty 1996.860331 = -53440.063531
  nChanged 15
		SP:Iteration 4Q (69320.260000 sec): 3 clusters
  Score: Raw -55467.410798 + Penalty 1996.860331 = -53470.550466
  nChanged 11
		SP:Iteration 5Q (69320.470000 sec): 3 clusters
  Score: Raw -55487.198527 + Penalty 1996.860331 = -53490.338196
  nChanged 11
		SP:Iteration 6Q (69320.620000 sec): 3 clusters
  Score: Raw -55519.814739 + Penalty 1996.860331 = -53522.954408
  nChanged 4
		SP:Iteration 7Q (69320.810000 sec): 3 clusters
  Score: Raw -55525.304751 + Penalty 1996.860331 = -53528.444420
  nChanged 0
		SP:Iteration 8F (69320.950000 sec): 3 clusters
  Score: Raw -55525.304751 + Penalty 1996.860331 = -53528.444420
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69321.240000 sec): 2 clusters
  Score: Raw -3142335.964183 + Penalty 1659.390492 = -3140676.573691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69321.580000 sec): 3 clusters
  Score: Raw -3125697.895294 + Penalty 3318.780984 = -3122379.114309
  nChanged 12411
		SP:Iteration 1F (69321.930000 sec): 3 clusters
  Score: Raw -3132580.144256 + Penalty 3318.780984 = -3129261.363272
  nChanged 1324
		SP:Iteration 2Q (69322.290000 sec): 3 clusters
  Score: Raw -3133046.450275 + Penalty 3318.780984 = -3129727.669291
  nChanged 1330
		SP:Iteration 3Q (69322.620000 sec): 3 clusters
  Score: Raw -3133615.061845 + Penalty 3318.780984 = -3130296.280861
  nChanged 1489
		SP:Iteration 4F (69322.960000 sec): 3 clusters
  Score: Raw -3134413.898602 + Penalty 3318.780984 = -3131095.117618
  nChanged 1798
		SP:Iteration 5F (69323.400000 sec): 3 clusters
  Score: Raw -3135672.653847 + Penalty 3318.780984 = -3132353.872863
  nChanged 2054
		SP:Iteration 6F (69323.740000 sec): 3 clusters
  Score: Raw -3137394.872678 + Penalty 3318.780984 = -3134076.091693
  nChanged 1966
		SP:Iteration 7F (69324.110000 sec): 3 clusters
  Score: Raw -3139232.007141 + Penalty 3318.780984 = -3135913.226156
  nChanged 1550
		SP:Iteration 8F (69324.450000 sec): 3 clusters
  Score: Raw -3140691.766966 + Penalty 3318.780984 = -3137372.985982
  nChanged 923
		SP:Iteration 9Q (69324.790000 sec): 3 clusters
  Score: Raw -3141531.206595 + Penalty 3318.780984 = -3138212.425611
  nChanged 515
		SP:Iteration 10Q (69325.180000 sec): 3 clusters
  Score: Raw -3142037.626902 + Penalty 3318.780984 = -3138718.845917
  nChanged 287
		SP:Iteration 11Q (69325.510000 sec): 3 clusters
  Score: Raw -3142303.226753 + Penalty 3318.780984 = -3138984.445768
  nChanged 141
		SP:Iteration 12Q (69325.850000 sec): 3 clusters
  Score: Raw -3142425.596133 + Penalty 3318.780984 = -3139106.815149
  nChanged 96
		SP:Iteration 13Q (69326.140000 sec): 3 clusters
  Score: Raw -3142506.258332 + Penalty 3318.780984 = -3139187.477347
  nChanged 66
		SP:Iteration 14Q (69326.490000 sec): 3 clusters
  Score: Raw -3142557.846182 + Penalty 3318.780984 = -3139239.065197
  nChanged 39
		SP:Iteration 15Q (69326.860000 sec): 3 clusters
  Score: Raw -3142585.872716 + Penalty 3318.780984 = -3139267.091732
  nChanged 30
		SP:Iteration 16Q (69327.190000 sec): 3 clusters
  Score: Raw -3142608.756257 + Penalty 3318.780984 = -3139289.975273
  nChanged 21
		SP:Iteration 17Q (69327.530000 sec): 3 clusters
  Score: Raw -3142622.898886 + Penalty 3318.780984 = -3139304.117901
  nChanged 22
		SP:Iteration 18Q (69327.850000 sec): 3 clusters
  Score: Raw -3142635.501569 + Penalty 3318.780984 = -3139316.720584
  nChanged 14
		SP:Iteration 19Q (69328.160000 sec): 3 clusters
  Score: Raw -3142643.863907 + Penalty 3318.780984 = -3139325.082923
  nChanged 5
		SP:Iteration 20F (69328.520000 sec): 3 clusters
  Score: Raw -3142647.932050 + Penalty 3318.780984 = -3139329.151066
  nChanged 3
		SP:Iteration 21Q (69328.870000 sec): 3 clusters
  Score: Raw -3142648.896811 + Penalty 3318.780984 = -3139330.115826
  nChanged 0
		SP:Iteration 22F (69329.160000 sec): 3 clusters
  Score: Raw -3142648.896811 + Penalty 3318.780984 = -3139330.115826
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69329.280000 sec): 2 clusters
  Score: Raw -75718.875097 + Penalty 1055.970849 = -74662.904248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69329.490000 sec): 3 clusters
  Score: Raw -75581.205348 + Penalty 2111.941699 = -73469.263650
  nChanged 195
		SP:Iteration 1F (69329.720000 sec): 3 clusters
  Score: Raw -75853.778809 + Penalty 2111.941699 = -73741.837110
  nChanged 51
		SP:Iteration 2F (69329.930000 sec): 3 clusters
  Score: Raw -75949.603471 + Penalty 2111.941699 = -73837.661772
  nChanged 21
		SP:Iteration 3Q (69330.120000 sec): 3 clusters
  Score: Raw -75997.661431 + Penalty 2111.941699 = -73885.719732
  nChanged 20
		SP:Iteration 4Q (69330.320000 sec): 3 clusters
  Score: Raw -76048.284740 + Penalty 2111.941699 = -73936.343042
  nChanged 19
		SP:Iteration 5Q (69330.480000 sec): 3 clusters
  Score: Raw -76101.086245 + Penalty 2111.941699 = -73989.144546
  nChanged 14
		SP:Iteration 6Q (69330.620000 sec): 3 clusters
  Score: Raw -76145.012942 + Penalty 2111.941699 = -74033.071244
  nChanged 16
		SP:Iteration 7Q (69330.780000 sec): 3 clusters
  Score: Raw -76171.180588 + Penalty 2111.941699 = -74059.238889
  nChanged 8
		SP:Iteration 8Q (69330.970000 sec): 3 clusters
  Score: Raw -76186.507068 + Penalty 2111.941699 = -74074.565369
  nChanged 7
		SP:Iteration 9Q (69331.120000 sec): 3 clusters
  Score: Raw -76200.807574 + Penalty 2111.941699 = -74088.865876
  nChanged 7
		SP:Iteration 10Q (69331.270000 sec): 3 clusters
  Score: Raw -76210.424973 + Penalty 2111.941699 = -74098.483275
  nChanged 7
		SP:Iteration 11Q (69331.420000 sec): 3 clusters
  Score: Raw -76221.613869 + Penalty 2111.941699 = -74109.672171
  nChanged 8
		SP:Iteration 12Q (69331.570000 sec): 3 clusters
  Score: Raw -76234.106125 + Penalty 2111.941699 = -74122.164426
  nChanged 6
		SP:Iteration 13Q (69331.710000 sec): 3 clusters
  Score: Raw -76243.263113 + Penalty 2111.941699 = -74131.321415
  nChanged 0
		SP:Iteration 14F (69331.900000 sec): 3 clusters
  Score: Raw -76243.263113 + Penalty 2111.941699 = -74131.321415
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69332.040000 sec): 2 clusters
  Score: Raw -539716.567782 + Penalty 1370.635625 = -538345.932157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69332.270000 sec): 3 clusters
  Score: Raw -537397.022875 + Penalty 2741.271250 = -534655.751625
  nChanged 1834
		SP:Iteration 1F (69332.500000 sec): 3 clusters
  Score: Raw -538448.497923 + Penalty 2741.271250 = -535707.226673
  nChanged 307
		SP:Iteration 2F (69332.690000 sec): 3 clusters
  Score: Raw -538630.867702 + Penalty 2741.271250 = -535889.596451
  nChanged 280
		SP:Iteration 3F (69332.890000 sec): 3 clusters
  Score: Raw -538813.371433 + Penalty 2741.271250 = -536072.100183
  nChanged 229
		SP:Iteration 4Q (69333.090000 sec): 3 clusters
  Score: Raw -538955.896869 + Penalty 2741.271250 = -536214.625619
  nChanged 196
		SP:Iteration 5Q (69333.240000 sec): 3 clusters
  Score: Raw -539066.584490 + Penalty 2741.271250 = -536325.313240
  nChanged 165
		SP:Iteration 6Q (69333.410000 sec): 3 clusters
  Score: Raw -539144.604377 + Penalty 2741.271250 = -536403.333126
  nChanged 115
		SP:Iteration 7Q (69333.610000 sec): 3 clusters
  Score: Raw -539196.596933 + Penalty 2741.271250 = -536455.325683
  nChanged 96
		SP:Iteration 8Q (69333.790000 sec): 3 clusters
  Score: Raw -539239.639582 + Penalty 2741.271250 = -536498.368332
  nChanged 88
		SP:Iteration 9Q (69333.990000 sec): 3 clusters
  Score: Raw -539282.155406 + Penalty 2741.271250 = -536540.884156
  nChanged 88
		SP:Iteration 10Q (69334.180000 sec): 3 clusters
  Score: Raw -539320.325100 + Penalty 2741.271250 = -536579.053849
  nChanged 68
		SP:Iteration 11Q (69334.340000 sec): 3 clusters
  Score: Raw -539348.332149 + Penalty 2741.271250 = -536607.060899
  nChanged 71
		SP:Iteration 12Q (69334.530000 sec): 3 clusters
  Score: Raw -539379.565036 + Penalty 2741.271250 = -536638.293786
  nChanged 58
		SP:Iteration 13Q (69334.720000 sec): 3 clusters
  Score: Raw -539403.640362 + Penalty 2741.271250 = -536662.369112
  nChanged 51
		SP:Iteration 14Q (69334.910000 sec): 3 clusters
  Score: Raw -539423.232596 + Penalty 2741.271250 = -536681.961346
  nChanged 46
		SP:Iteration 15Q (69335.080000 sec): 3 clusters
  Score: Raw -539443.573922 + Penalty 2741.271250 = -536702.302672
  nChanged 42
		SP:Iteration 16Q (69335.270000 sec): 3 clusters
  Score: Raw -539462.875820 + Penalty 2741.271250 = -536721.604570
  nChanged 43
		SP:Iteration 17Q (69335.460000 sec): 3 clusters
  Score: Raw -539480.745479 + Penalty 2741.271250 = -536739.474229
  nChanged 43
		SP:Iteration 18Q (69335.610000 sec): 3 clusters
  Score: Raw -539498.830920 + Penalty 2741.271250 = -536757.559670
  nChanged 38
		SP:Iteration 19Q (69335.810000 sec): 3 clusters
  Score: Raw -539515.354476 + Penalty 2741.271250 = -536774.083226
  nChanged 34
		SP:Iteration 20F (69336.000000 sec): 3 clusters
  Score: Raw -539528.305822 + Penalty 2741.271250 = -536787.034572
  nChanged 33
		SP:Iteration 21Q (69336.190000 sec): 3 clusters
  Score: Raw -539540.032756 + Penalty 2741.271250 = -536798.761506
  nChanged 31
		SP:Iteration 22Q (69336.390000 sec): 3 clusters
  Score: Raw -539552.486463 + Penalty 2741.271250 = -536811.215213
  nChanged 31
		SP:Iteration 23Q (69336.540000 sec): 3 clusters
  Score: Raw -539570.053674 + Penalty 2741.271250 = -536828.782423
  nChanged 43
		SP:Iteration 24Q (69336.770000 sec): 3 clusters
  Score: Raw -539590.503983 + Penalty 2741.271250 = -536849.232732
  nChanged 42
		SP:Iteration 25Q (69336.980000 sec): 3 clusters
  Score: Raw -539608.401583 + Penalty 2741.271250 = -536867.130333
  nChanged 24
		SP:Iteration 26Q (69337.210000 sec): 3 clusters
  Score: Raw -539619.927836 + Penalty 2741.271250 = -536878.656586
  nChanged 30
		SP:Iteration 27Q (69337.400000 sec): 3 clusters
  Score: Raw -539633.396533 + Penalty 2741.271250 = -536892.125282
  nChanged 24
		SP:Iteration 28Q (69337.560000 sec): 3 clusters
  Score: Raw -539643.601555 + Penalty 2741.271250 = -536902.330304
  nChanged 20
		SP:Iteration 29Q (69337.740000 sec): 3 clusters
  Score: Raw -539651.912597 + Penalty 2741.271250 = -536910.641347
  nChanged 18
		SP:Iteration 30Q (69337.920000 sec): 3 clusters
  Score: Raw -539659.876500 + Penalty 2741.271250 = -536918.605250
  nChanged 18
		SP:Iteration 31Q (69338.150000 sec): 3 clusters
  Score: Raw -539669.598872 + Penalty 2741.271250 = -536928.327622
  nChanged 22
		SP:Iteration 32Q (69338.320000 sec): 3 clusters
  Score: Raw -539679.502787 + Penalty 2741.271250 = -536938.231537
  nChanged 21
		SP:Iteration 33Q (69338.490000 sec): 3 clusters
  Score: Raw -539688.805085 + Penalty 2741.271250 = -536947.533835
  nChanged 15
		SP:Iteration 34Q (69338.700000 sec): 3 clusters
  Score: Raw -539695.909132 + Penalty 2741.271250 = -536954.637881
  nChanged 16
		SP:Iteration 35Q (69338.880000 sec): 3 clusters
  Score: Raw -539702.614076 + Penalty 2741.271250 = -536961.342826
  nChanged 13
		SP:Iteration 36Q (69339.060000 sec): 3 clusters
  Score: Raw -539708.014026 + Penalty 2741.271250 = -536966.742776
  nChanged 8
		SP:Iteration 37Q (69339.250000 sec): 3 clusters
  Score: Raw -539711.470777 + Penalty 2741.271250 = -536970.199527
  nChanged 10
		SP:Iteration 38Q (69339.510000 sec): 3 clusters
  Score: Raw -539717.449327 + Penalty 2741.271250 = -536976.178077
  nChanged 12
		SP:Iteration 39Q (69339.710000 sec): 3 clusters
  Score: Raw -539726.222552 + Penalty 2741.271250 = -536984.951302
  nChanged 21
		SP:Iteration 40F (69339.920000 sec): 3 clusters
  Score: Raw -539738.081635 + Penalty 2741.271250 = -536996.810385
  nChanged 20
		SP:Iteration 41Q (69340.090000 sec): 3 clusters
  Score: Raw -539748.010191 + Penalty 2741.271250 = -537006.738941
  nChanged 24
		SP:Iteration 42Q (69340.250000 sec): 3 clusters
  Score: Raw -539758.580623 + Penalty 2741.271250 = -537017.309373
  nChanged 12
		SP:Iteration 43Q (69340.450000 sec): 3 clusters
  Score: Raw -539763.615702 + Penalty 2741.271250 = -537022.344452
  nChanged 11
		SP:Iteration 44Q (69340.590000 sec): 3 clusters
  Score: Raw -539770.323523 + Penalty 2741.271250 = -537029.052273
  nChanged 13
		SP:Iteration 45Q (69340.750000 sec): 3 clusters
  Score: Raw -539776.990862 + Penalty 2741.271250 = -537035.719612
  nChanged 8
		SP:Iteration 46Q (69340.900000 sec): 3 clusters
  Score: Raw -539781.311967 + Penalty 2741.271250 = -537040.040717
  nChanged 8
		SP:Iteration 47Q (69341.070000 sec): 3 clusters
  Score: Raw -539785.219641 + Penalty 2741.271250 = -537043.948391
  nChanged 10
		SP:Iteration 48Q (69341.250000 sec): 3 clusters
  Score: Raw -539792.506413 + Penalty 2741.271250 = -537051.235162
  nChanged 17
		SP:Iteration 49Q (69341.390000 sec): 3 clusters
  Score: Raw -539801.021862 + Penalty 2741.271250 = -537059.750612
  nChanged 9
		SP:Iteration 50Q (69341.550000 sec): 3 clusters
  Score: Raw -539808.233084 + Penalty 2741.271250 = -537066.961834
  nChanged 10
		SP:Iteration 51Q (69341.690000 sec): 3 clusters
  Score: Raw -539815.385787 + Penalty 2741.271250 = -537074.114536
  nChanged 6
		SP:Iteration 52Q (69341.830000 sec): 3 clusters
  Score: Raw -539817.696307 + Penalty 2741.271250 = -537076.425057
  nChanged 4
		SP:Iteration 53Q (69341.970000 sec): 3 clusters
  Score: Raw -539819.517612 + Penalty 2741.271250 = -537078.246362
  nChanged 3
		SP:Iteration 54Q (69342.100000 sec): 3 clusters
  Score: Raw -539820.863414 + Penalty 2741.271250 = -537079.592164
  nChanged 2
		SP:Iteration 55Q (69342.230000 sec): 3 clusters
  Score: Raw -539822.270490 + Penalty 2741.271250 = -537080.999240
  nChanged 4
		SP:Iteration 56Q (69342.360000 sec): 3 clusters
  Score: Raw -539823.576360 + Penalty 2741.271250 = -537082.305110
  nChanged 1
		SP:Iteration 57Q (69342.490000 sec): 3 clusters
  Score: Raw -539824.232345 + Penalty 2741.271250 = -537082.961095
  nChanged 2
		SP:Iteration 58Q (69342.600000 sec): 3 clusters
  Score: Raw -539824.688164 + Penalty 2741.271250 = -537083.416914
  nChanged 0
		SP:Iteration 59F (69342.710000 sec): 3 clusters
  Score: Raw -539824.688164 + Penalty 2741.271250 = -537083.416914
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69342.760000 sec): 2 clusters
  Score: Raw -84687.937313 + Penalty 1067.995913 = -83619.941400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69342.870000 sec): 3 clusters
  Score: Raw -84505.335225 + Penalty 2135.991826 = -82369.343398
  nChanged 187
		SP:Iteration 1F (69342.980000 sec): 3 clusters
  Score: Raw -84726.311264 + Penalty 2135.991826 = -82590.319438
  nChanged 58
		SP:Iteration 2F (69343.090000 sec): 3 clusters
  Score: Raw -84825.832902 + Penalty 2135.991826 = -82689.841076
  nChanged 36
		SP:Iteration 3F (69343.210000 sec): 3 clusters
  Score: Raw -84888.180109 + Penalty 2135.991826 = -82752.188283
  nChanged 14
		SP:Iteration 4Q (69343.320000 sec): 3 clusters
  Score: Raw -84914.023547 + Penalty 2135.991826 = -82778.031720
  nChanged 10
		SP:Iteration 5Q (69343.430000 sec): 3 clusters
  Score: Raw -84931.491350 + Penalty 2135.991826 = -82795.499524
  nChanged 8
		SP:Iteration 6Q (69343.540000 sec): 3 clusters
  Score: Raw -84948.338062 + Penalty 2135.991826 = -82812.346235
  nChanged 11
		SP:Iteration 7Q (69343.650000 sec): 3 clusters
  Score: Raw -84957.132089 + Penalty 2135.991826 = -82821.140262
  nChanged 2
		SP:Iteration 8Q (69343.770000 sec): 3 clusters
  Score: Raw -84958.334495 + Penalty 2135.991826 = -82822.342669
  nChanged 0
		SP:Iteration 9F (69343.880000 sec): 3 clusters
  Score: Raw -84958.334495 + Penalty 2135.991826 = -82822.342669
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69343.930000 sec): 2 clusters
  Score: Raw -207091.453309 + Penalty 1228.174181 = -205863.279129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69344.040000 sec): 3 clusters
  Score: Raw -206254.959660 + Penalty 2456.348362 = -203798.611299
  nChanged 700
		SP:Iteration 1F (69344.150000 sec): 3 clusters
  Score: Raw -206751.785186 + Penalty 2456.348362 = -204295.436825
  nChanged 181
		SP:Iteration 2F (69344.270000 sec): 3 clusters
  Score: Raw -206897.589085 + Penalty 2456.348362 = -204441.240724
  nChanged 97
		SP:Iteration 3F (69344.380000 sec): 3 clusters
  Score: Raw -206976.601587 + Penalty 2456.348362 = -204520.253225
  nChanged 85
		SP:Iteration 4Q (69344.490000 sec): 3 clusters
  Score: Raw -207049.705451 + Penalty 2456.348362 = -204593.357090
  nChanged 77
		SP:Iteration 5Q (69344.600000 sec): 3 clusters
  Score: Raw -207110.009265 + Penalty 2456.348362 = -204653.660903
  nChanged 66
		SP:Iteration 6Q (69344.760000 sec): 3 clusters
  Score: Raw -207178.566405 + Penalty 2456.348362 = -204722.218044
  nChanged 73
		SP:Iteration 7Q (69344.880000 sec): 3 clusters
  Score: Raw -207244.394966 + Penalty 2456.348362 = -204788.046604
  nChanged 67
		SP:Iteration 8Q (69344.990000 sec): 3 clusters
  Score: Raw -207291.248268 + Penalty 2456.348362 = -204834.899906
  nChanged 45
		SP:Iteration 9Q (69345.100000 sec): 3 clusters
  Score: Raw -207322.391694 + Penalty 2456.348362 = -204866.043332
  nChanged 42
		SP:Iteration 10Q (69345.210000 sec): 3 clusters
  Score: Raw -207350.779253 + Penalty 2456.348362 = -204894.430892
  nChanged 33
		SP:Iteration 11Q (69345.310000 sec): 3 clusters
  Score: Raw -207378.554252 + Penalty 2456.348362 = -204922.205891
  nChanged 31
		SP:Iteration 12Q (69345.430000 sec): 3 clusters
  Score: Raw -207408.177069 + Penalty 2456.348362 = -204951.828707
  nChanged 31
		SP:Iteration 13Q (69345.530000 sec): 3 clusters
  Score: Raw -207431.796864 + Penalty 2456.348362 = -204975.448502
  nChanged 28
		SP:Iteration 14Q (69345.640000 sec): 3 clusters
  Score: Raw -207451.988935 + Penalty 2456.348362 = -204995.640574
  nChanged 27
		SP:Iteration 15Q (69345.750000 sec): 3 clusters
  Score: Raw -207470.354788 + Penalty 2456.348362 = -205014.006426
  nChanged 26
		SP:Iteration 16Q (69345.860000 sec): 3 clusters
  Score: Raw -207483.641682 + Penalty 2456.348362 = -205027.293321
  nChanged 9
		SP:Iteration 17Q (69345.970000 sec): 3 clusters
  Score: Raw -207488.567157 + Penalty 2456.348362 = -205032.218795
  nChanged 8
		SP:Iteration 18Q (69346.080000 sec): 3 clusters
  Score: Raw -207491.954947 + Penalty 2456.348362 = -205035.606585
  nChanged 4
		SP:Iteration 19Q (69346.190000 sec): 3 clusters
  Score: Raw -207493.079742 + Penalty 2456.348362 = -205036.731380
  nChanged 2
		SP:Iteration 20F (69346.300000 sec): 3 clusters
  Score: Raw -207493.828243 + Penalty 2456.348362 = -205037.479881
  nChanged 1
		SP:Iteration 21Q (69346.410000 sec): 3 clusters
  Score: Raw -207494.220704 + Penalty 2456.348362 = -205037.872343
  nChanged 0
		SP:Iteration 22F (69346.510000 sec): 3 clusters
  Score: Raw -207494.220704 + Penalty 2456.348362 = -205037.872343
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69346.590000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69346.700000 sec): 3 clusters
  Score: Raw -17691.602393 + Penalty 1706.988864 = -15984.613529
  nChanged 36
		SP:Iteration 1F (69346.810000 sec): 3 clusters
  Score: Raw -17796.206510 + Penalty 1706.988864 = -16089.217646
  nChanged 13
		SP:Iteration 2F (69346.930000 sec): 3 clusters
  Score: Raw -17859.422044 + Penalty 1706.988864 = -16152.433179
  nChanged 6
		SP:Iteration 3Q (69347.040000 sec): 3 clusters
  Score: Raw -17888.206093 + Penalty 1706.988864 = -16181.217228
  nChanged 5
		SP:Iteration 4Q (69347.150000 sec): 3 clusters
  Score: Raw -17919.083743 + Penalty 1706.988864 = -16212.094879
  nChanged 4
		SP:Iteration 5Q (69347.260000 sec): 3 clusters
  Score: Raw -17940.607293 + Penalty 1706.988864 = -16233.618429
  nChanged 2
		SP:Iteration 6Q (69347.370000 sec): 3 clusters
  Score: Raw -17952.933363 + Penalty 1706.988864 = -16245.944499
  nChanged 1
		SP:Iteration 7Q (69347.480000 sec): 3 clusters
  Score: Raw -17957.835701 + Penalty 1706.988864 = -16250.846837
  nChanged 1
		SP:Iteration 8Q (69347.590000 sec): 3 clusters
  Score: Raw -17967.883444 + Penalty 1706.988864 = -16260.894579
  nChanged 1
		SP:Iteration 9Q (69347.710000 sec): 3 clusters
  Score: Raw -17979.912126 + Penalty 1706.988864 = -16272.923262
  nChanged 0
		SP:Iteration 10F (69347.820000 sec): 3 clusters
  Score: Raw -17979.912126 + Penalty 1706.988864 = -16272.923262
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69347.890000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69348.010000 sec): 3 clusters
  Score: Raw -13434.337285 + Penalty 1626.282549 = -11808.054735
  nChanged 22
		SP:Iteration 1F (69348.110000 sec): 3 clusters
  Score: Raw -13600.167533 + Penalty 1626.282549 = -11973.884984
  nChanged 10
		SP:Iteration 2F (69348.230000 sec): 3 clusters
  Score: Raw -13650.707730 + Penalty 1626.282549 = -12024.425180
  nChanged 7
		SP:Iteration 3Q (69348.340000 sec): 3 clusters
  Score: Raw -13701.776470 + Penalty 1626.282549 = -12075.493920
  nChanged 2
		SP:Iteration 4Q (69348.450000 sec): 3 clusters
  Score: Raw -13719.989826 + Penalty 1626.282549 = -12093.707277
  nChanged 2
		SP:Iteration 5Q (69348.560000 sec): 3 clusters
  Score: Raw -13746.286705 + Penalty 1626.282549 = -12120.004156
  nChanged 0
		SP:Iteration 6F (69348.670000 sec): 3 clusters
  Score: Raw -13746.286705 + Penalty 1626.282549 = -12120.004156
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (20049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69348.870000 sec): 2 clusters
  Score: Raw -1931904.245876 + Penalty 1609.714365 = -1930294.531510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69349.070000 sec): 3 clusters
  Score: Raw -1919880.417081 + Penalty 3219.428731 = -1916660.988351
  nChanged 9050
		SP:Iteration 1F (69349.310000 sec): 3 clusters
  Score: Raw -1925277.923824 + Penalty 3219.428731 = -1922058.495093
  nChanged 1343
		SP:Iteration 2F (69349.550000 sec): 3 clusters
  Score: Raw -1926052.217700 + Penalty 3219.428731 = -1922832.788969
  nChanged 1369
		SP:Iteration 3F (69349.790000 sec): 3 clusters
  Score: Raw -1926954.311774 + Penalty 3219.428731 = -1923734.883043
  nChanged 1347
		SP:Iteration 4F (69350.080000 sec): 3 clusters
  Score: Raw -1927881.421288 + Penalty 3219.428731 = -1924661.992558
  nChanged 1316
		SP:Iteration 5F (69350.370000 sec): 3 clusters
  Score: Raw -1928731.293714 + Penalty 3219.428731 = -1925511.864983
  nChanged 1104
		SP:Iteration 6F (69350.630000 sec): 3 clusters
  Score: Raw -1929329.324984 + Penalty 3219.428731 = -1926109.896253
  nChanged 905
		SP:Iteration 7Q (69350.910000 sec): 3 clusters
  Score: Raw -1929771.410955 + Penalty 3219.428731 = -1926551.982224
  nChanged 697
		SP:Iteration 8Q (69351.240000 sec): 3 clusters
  Score: Raw -1930066.753651 + Penalty 3219.428731 = -1926847.324920
  nChanged 550
		SP:Iteration 9Q (69351.510000 sec): 3 clusters
  Score: Raw -1930272.742461 + Penalty 3219.428731 = -1927053.313730
  nChanged 450
		SP:Iteration 10Q (69351.800000 sec): 3 clusters
  Score: Raw -1930417.207290 + Penalty 3219.428731 = -1927197.778559
  nChanged 356
		SP:Iteration 11Q (69352.130000 sec): 3 clusters
  Score: Raw -1930529.612170 + Penalty 3219.428731 = -1927310.183439
  nChanged 329
		SP:Iteration 12Q (69352.430000 sec): 3 clusters
  Score: Raw -1930623.879943 + Penalty 3219.428731 = -1927404.451212
  nChanged 296
		SP:Iteration 13Q (69352.740000 sec): 3 clusters
  Score: Raw -1930711.030030 + Penalty 3219.428731 = -1927491.601300
  nChanged 263
		SP:Iteration 14Q (69353.010000 sec): 3 clusters
  Score: Raw -1930784.408300 + Penalty 3219.428731 = -1927564.979569
  nChanged 252
		SP:Iteration 15Q (69353.270000 sec): 3 clusters
  Score: Raw -1930854.599491 + Penalty 3219.428731 = -1927635.170760
  nChanged 236
		SP:Iteration 16Q (69353.550000 sec): 3 clusters
  Score: Raw -1930914.390519 + Penalty 3219.428731 = -1927694.961788
  nChanged 217
		SP:Iteration 17Q (69353.830000 sec): 3 clusters
  Score: Raw -1930973.754029 + Penalty 3219.428731 = -1927754.325298
  nChanged 214
		SP:Iteration 18Q (69354.130000 sec): 3 clusters
  Score: Raw -1931035.775804 + Penalty 3219.428731 = -1927816.347074
  nChanged 211
		SP:Iteration 19Q (69354.420000 sec): 3 clusters
  Score: Raw -1931093.713216 + Penalty 3219.428731 = -1927874.284486
  nChanged 197
		SP:Iteration 20F (69354.790000 sec): 3 clusters
  Score: Raw -1931147.743825 + Penalty 3219.428731 = -1927928.315095
  nChanged 206
		SP:Iteration 21Q (69355.070000 sec): 3 clusters
  Score: Raw -1931202.280055 + Penalty 3219.428731 = -1927982.851324
  nChanged 188
		SP:Iteration 22Q (69355.410000 sec): 3 clusters
  Score: Raw -1931258.811816 + Penalty 3219.428731 = -1928039.383085
  nChanged 197
		SP:Iteration 23Q (69355.700000 sec): 3 clusters
  Score: Raw -1931317.596924 + Penalty 3219.428731 = -1928098.168193
  nChanged 208
		SP:Iteration 24Q (69355.970000 sec): 3 clusters
  Score: Raw -1931373.240804 + Penalty 3219.428731 = -1928153.812073
  nChanged 192
		SP:Iteration 25Q (69356.320000 sec): 3 clusters
  Score: Raw -1931421.185976 + Penalty 3219.428731 = -1928201.757245
  nChanged 178
		SP:Iteration 26Q (69356.620000 sec): 3 clusters
  Score: Raw -1931465.762968 + Penalty 3219.428731 = -1928246.334238
  nChanged 178
		SP:Iteration 27Q (69356.870000 sec): 3 clusters
  Score: Raw -1931506.664946 + Penalty 3219.428731 = -1928287.236215
  nChanged 158
		SP:Iteration 28Q (69357.190000 sec): 3 clusters
  Score: Raw -1931547.724845 + Penalty 3219.428731 = -1928328.296114
  nChanged 160
		SP:Iteration 29Q (69357.450000 sec): 3 clusters
  Score: Raw -1931584.884361 + Penalty 3219.428731 = -1928365.455630
  nChanged 145
		SP:Iteration 30Q (69357.720000 sec): 3 clusters
  Score: Raw -1931616.434689 + Penalty 3219.428731 = -1928397.005959
  nChanged 151
		SP:Iteration 31Q (69357.970000 sec): 3 clusters
  Score: Raw -1931654.480283 + Penalty 3219.428731 = -1928435.051552
  nChanged 153
		SP:Iteration 32Q (69358.270000 sec): 3 clusters
  Score: Raw -1931690.755683 + Penalty 3219.428731 = -1928471.326952
  nChanged 160
		SP:Iteration 33Q (69358.540000 sec): 3 clusters
  Score: Raw -1931734.141272 + Penalty 3219.428731 = -1928514.712542
  nChanged 165
		SP:Iteration 34Q (69358.800000 sec): 3 clusters
  Score: Raw -1931775.492853 + Penalty 3219.428731 = -1928556.064122
  nChanged 155
		SP:Iteration 35Q (69359.120000 sec): 3 clusters
  Score: Raw -1931813.415336 + Penalty 3219.428731 = -1928593.986605
  nChanged 145
		SP:Iteration 36Q (69359.380000 sec): 3 clusters
  Score: Raw -1931849.391106 + Penalty 3219.428731 = -1928629.962375
  nChanged 139
		SP:Iteration 37Q (69359.670000 sec): 3 clusters
  Score: Raw -1931880.241128 + Penalty 3219.428731 = -1928660.812397
  nChanged 114
		SP:Iteration 38Q (69359.960000 sec): 3 clusters
  Score: Raw -1931909.342746 + Penalty 3219.428731 = -1928689.914016
  nChanged 115
		SP:Iteration 39Q (69360.230000 sec): 3 clusters
  Score: Raw -1931935.991085 + Penalty 3219.428731 = -1928716.562355
  nChanged 103
		SP:Iteration 40F (69360.510000 sec): 3 clusters
  Score: Raw -1931959.595088 + Penalty 3219.428731 = -1928740.166357
  nChanged 98
		SP:Iteration 41Q (69360.820000 sec): 3 clusters
  Score: Raw -1931983.260751 + Penalty 3219.428731 = -1928763.832020
  nChanged 93
		SP:Iteration 42Q (69361.130000 sec): 3 clusters
  Score: Raw -1932004.215339 + Penalty 3219.428731 = -1928784.786608
  nChanged 97
		SP:Iteration 43Q (69361.340000 sec): 3 clusters
  Score: Raw -1932027.243347 + Penalty 3219.428731 = -1928807.814616
  nChanged 91
		SP:Iteration 44Q (69361.630000 sec): 3 clusters
  Score: Raw -1932046.752308 + Penalty 3219.428731 = -1928827.323577
  nChanged 92
		SP:Iteration 45Q (69361.910000 sec): 3 clusters
  Score: Raw -1932069.069718 + Penalty 3219.428731 = -1928849.640988
  nChanged 84
		SP:Iteration 46Q (69362.230000 sec): 3 clusters
  Score: Raw -1932087.409984 + Penalty 3219.428731 = -1928867.981253
  nChanged 80
		SP:Iteration 47Q (69362.470000 sec): 3 clusters
  Score: Raw -1932106.447404 + Penalty 3219.428731 = -1928887.018673
  nChanged 94
		SP:Iteration 48Q (69362.780000 sec): 3 clusters
  Score: Raw -1932130.846675 + Penalty 3219.428731 = -1928911.417944
  nChanged 98
		SP:Iteration 49Q (69363.080000 sec): 3 clusters
  Score: Raw -1932157.145049 + Penalty 3219.428731 = -1928937.716318
  nChanged 97
		SP:Iteration 50Q (69363.420000 sec): 3 clusters
  Score: Raw -1932185.752810 + Penalty 3219.428731 = -1928966.324080
  nChanged 97
		SP:Iteration 51Q (69363.680000 sec): 3 clusters
  Score: Raw -1932212.151178 + Penalty 3219.428731 = -1928992.722447
  nChanged 82
		SP:Iteration 52Q (69363.970000 sec): 3 clusters
  Score: Raw -1932232.916039 + Penalty 3219.428731 = -1929013.487309
  nChanged 74
		SP:Iteration 53Q (69364.210000 sec): 3 clusters
  Score: Raw -1932254.330171 + Penalty 3219.428731 = -1929034.901441
  nChanged 82
		SP:Iteration 54Q (69364.520000 sec): 3 clusters
  Score: Raw -1932279.010189 + Penalty 3219.428731 = -1929059.581458
  nChanged 78
		SP:Iteration 55Q (69364.830000 sec): 3 clusters
  Score: Raw -1932301.233742 + Penalty 3219.428731 = -1929081.805011
  nChanged 75
		SP:Iteration 56Q (69365.120000 sec): 3 clusters
  Score: Raw -1932326.745473 + Penalty 3219.428731 = -1929107.316742
  nChanged 72
		SP:Iteration 57Q (69365.350000 sec): 3 clusters
  Score: Raw -1932348.138541 + Penalty 3219.428731 = -1929128.709810
  nChanged 73
		SP:Iteration 58Q (69365.690000 sec): 3 clusters
  Score: Raw -1932368.457006 + Penalty 3219.428731 = -1929149.028275
  nChanged 62
		SP:Iteration 59Q (69365.970000 sec): 3 clusters
  Score: Raw -1932384.238708 + Penalty 3219.428731 = -1929164.809977
  nChanged 50
		SP:Iteration 60F (69366.210000 sec): 3 clusters
  Score: Raw -1932396.959881 + Penalty 3219.428731 = -1929177.531150
  nChanged 48
		SP:Iteration 61Q (69366.550000 sec): 3 clusters
  Score: Raw -1932411.019970 + Penalty 3219.428731 = -1929191.591239
  nChanged 48
		SP:Iteration 62Q (69366.830000 sec): 3 clusters
  Score: Raw -1932424.717763 + Penalty 3219.428731 = -1929205.289032
  nChanged 44
		SP:Iteration 63Q (69367.100000 sec): 3 clusters
  Score: Raw -1932435.267409 + Penalty 3219.428731 = -1929215.838678
  nChanged 41
		SP:Iteration 64Q (69367.420000 sec): 3 clusters
  Score: Raw -1932447.611316 + Penalty 3219.428731 = -1929228.182585
  nChanged 47
		SP:Iteration 65Q (69367.670000 sec): 3 clusters
  Score: Raw -1932460.947169 + Penalty 3219.428731 = -1929241.518438
  nChanged 49
		SP:Iteration 66Q (69367.980000 sec): 3 clusters
  Score: Raw -1932475.188596 + Penalty 3219.428731 = -1929255.759865
  nChanged 42
		SP:Iteration 67Q (69368.240000 sec): 3 clusters
  Score: Raw -1932488.478699 + Penalty 3219.428731 = -1929269.049968
  nChanged 40
		SP:Iteration 68Q (69368.530000 sec): 3 clusters
  Score: Raw -1932499.654367 + Penalty 3219.428731 = -1929280.225637
  nChanged 41
		SP:Iteration 69Q (69368.810000 sec): 3 clusters
  Score: Raw -1932509.068093 + Penalty 3219.428731 = -1929289.639362
  nChanged 30
		SP:Iteration 70Q (69369.080000 sec): 3 clusters
  Score: Raw -1932516.300422 + Penalty 3219.428731 = -1929296.871691
  nChanged 32
		SP:Iteration 71Q (69369.400000 sec): 3 clusters
  Score: Raw -1932524.629877 + Penalty 3219.428731 = -1929305.201146
  nChanged 28
		SP:Iteration 72Q (69369.630000 sec): 3 clusters
  Score: Raw -1932532.766728 + Penalty 3219.428731 = -1929313.337997
  nChanged 28
		SP:Iteration 73Q (69369.890000 sec): 3 clusters
  Score: Raw -1932542.997747 + Penalty 3219.428731 = -1929323.569016
  nChanged 36
		SP:Iteration 74Q (69370.130000 sec): 3 clusters
  Score: Raw -1932552.734567 + Penalty 3219.428731 = -1929333.305836
  nChanged 29
		SP:Iteration 75Q (69370.390000 sec): 3 clusters
  Score: Raw -1932561.165368 + Penalty 3219.428731 = -1929341.736638
  nChanged 28
		SP:Iteration 76Q (69370.590000 sec): 3 clusters
  Score: Raw -1932568.709519 + Penalty 3219.428731 = -1929349.280789
  nChanged 24
		SP:Iteration 77Q (69370.860000 sec): 3 clusters
  Score: Raw -1932573.956338 + Penalty 3219.428731 = -1929354.527607
  nChanged 18
		SP:Iteration 78Q (69371.140000 sec): 3 clusters
  Score: Raw -1932579.532066 + Penalty 3219.428731 = -1929360.103335
  nChanged 24
		SP:Iteration 79Q (69371.400000 sec): 3 clusters
  Score: Raw -1932587.889418 + Penalty 3219.428731 = -1929368.460687
  nChanged 21
		SP:Iteration 80F (69371.650000 sec): 3 clusters
  Score: Raw -1932594.873335 + Penalty 3219.428731 = -1929375.444604
  nChanged 26
		SP:Iteration 81Q (69371.920000 sec): 3 clusters
  Score: Raw -1932602.189944 + Penalty 3219.428731 = -1929382.761213
  nChanged 17
		SP:Iteration 82Q (69372.200000 sec): 3 clusters
  Score: Raw -1932606.562631 + Penalty 3219.428731 = -1929387.133900
  nChanged 14
		SP:Iteration 83Q (69372.450000 sec): 3 clusters
  Score: Raw -1932609.746184 + Penalty 3219.428731 = -1929390.317454
  nChanged 11
		SP:Iteration 84Q (69372.710000 sec): 3 clusters
  Score: Raw -1932612.980602 + Penalty 3219.428731 = -1929393.551871
  nChanged 15
		SP:Iteration 85Q (69372.980000 sec): 3 clusters
  Score: Raw -1932617.312307 + Penalty 3219.428731 = -1929397.883577
  nChanged 10
		SP:Iteration 86Q (69373.290000 sec): 3 clusters
  Score: Raw -1932619.638151 + Penalty 3219.428731 = -1929400.209420
  nChanged 5
		SP:Iteration 87Q (69373.530000 sec): 3 clusters
  Score: Raw -1932620.957188 + Penalty 3219.428731 = -1929401.528458
  nChanged 1
		SP:Iteration 88Q (69373.790000 sec): 3 clusters
  Score: Raw -1932621.317051 + Penalty 3219.428731 = -1929401.888321
  nChanged 2
		SP:Iteration 89Q (69374.000000 sec): 3 clusters
  Score: Raw -1932621.938457 + Penalty 3219.428731 = -1929402.509727
  nChanged 2
		SP:Iteration 90Q (69374.300000 sec): 3 clusters
  Score: Raw -1932622.298869 + Penalty 3219.428731 = -1929402.870139
  nChanged 1
		SP:Iteration 91Q (69374.540000 sec): 3 clusters
  Score: Raw -1932622.537546 + Penalty 3219.428731 = -1929403.108815
  nChanged 1
		SP:Iteration 92Q (69374.790000 sec): 3 clusters
  Score: Raw -1932623.078914 + Penalty 3219.428731 = -1929403.650183
  nChanged 1
		SP:Iteration 93Q (69375.090000 sec): 3 clusters
  Score: Raw -1932623.390191 + Penalty 3219.428731 = -1929403.961460
  nChanged 1
		SP:Iteration 94Q (69375.350000 sec): 3 clusters
  Score: Raw -1932623.573088 + Penalty 3219.428731 = -1929404.144358
  nChanged 0
		SP:Iteration 95F (69375.630000 sec): 3 clusters
  Score: Raw -1932623.573088 + Penalty 3219.428731 = -1929404.144358
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69375.760000 sec): 2 clusters
  Score: Raw -1355632.202198 + Penalty 1525.819331 = -1354106.382867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69376.000000 sec): 3 clusters
  Score: Raw -1348700.036864 + Penalty 3051.638661 = -1345648.398203
  nChanged 5309
		SP:Iteration 1F (69376.270000 sec): 3 clusters
  Score: Raw -1351652.101960 + Penalty 3051.638661 = -1348600.463298
  nChanged 803
		SP:Iteration 2F (69376.530000 sec): 3 clusters
  Score: Raw -1352102.361666 + Penalty 3051.638661 = -1349050.723005
  nChanged 781
		SP:Iteration 3F (69376.760000 sec): 3 clusters
  Score: Raw -1352631.939324 + Penalty 3051.638661 = -1349580.300662
  nChanged 805
		SP:Iteration 4F (69377.010000 sec): 3 clusters
  Score: Raw -1353151.347929 + Penalty 3051.638661 = -1350099.709268
  nChanged 759
		SP:Iteration 5F (69377.290000 sec): 3 clusters
  Score: Raw -1353658.978311 + Penalty 3051.638661 = -1350607.339650
  nChanged 712
		SP:Iteration 6F (69377.490000 sec): 3 clusters
  Score: Raw -1354123.926202 + Penalty 3051.638661 = -1351072.287540
  nChanged 571
		SP:Iteration 7Q (69377.710000 sec): 3 clusters
  Score: Raw -1354506.649784 + Penalty 3051.638661 = -1351455.011123
  nChanged 495
		SP:Iteration 8Q (69377.950000 sec): 3 clusters
  Score: Raw -1354850.543299 + Penalty 3051.638661 = -1351798.904637
  nChanged 380
		SP:Iteration 9Q (69378.260000 sec): 3 clusters
  Score: Raw -1355121.926250 + Penalty 3051.638661 = -1352070.287588
  nChanged 308
		SP:Iteration 10Q (69378.470000 sec): 3 clusters
  Score: Raw -1355325.442997 + Penalty 3051.638661 = -1352273.804336
  nChanged 251
		SP:Iteration 11Q (69378.750000 sec): 3 clusters
  Score: Raw -1355512.987927 + Penalty 3051.638661 = -1352461.349266
  nChanged 244
		SP:Iteration 12Q (69379.000000 sec): 3 clusters
  Score: Raw -1355711.583555 + Penalty 3051.638661 = -1352659.944894
  nChanged 218
		SP:Iteration 13Q (69379.260000 sec): 3 clusters
  Score: Raw -1355877.444540 + Penalty 3051.638661 = -1352825.805879
  nChanged 182
		SP:Iteration 14Q (69379.510000 sec): 3 clusters
  Score: Raw -1356017.724123 + Penalty 3051.638661 = -1352966.085461
  nChanged 159
		SP:Iteration 15Q (69379.790000 sec): 3 clusters
  Score: Raw -1356133.542432 + Penalty 3051.638661 = -1353081.903770
  nChanged 124
		SP:Iteration 16Q (69380.090000 sec): 3 clusters
  Score: Raw -1356226.695420 + Penalty 3051.638661 = -1353175.056758
  nChanged 97
		SP:Iteration 17Q (69380.310000 sec): 3 clusters
  Score: Raw -1356291.960699 + Penalty 3051.638661 = -1353240.322038
  nChanged 89
		SP:Iteration 18Q (69380.530000 sec): 3 clusters
  Score: Raw -1356344.792864 + Penalty 3051.638661 = -1353293.154203
  nChanged 65
		SP:Iteration 19Q (69380.820000 sec): 3 clusters
  Score: Raw -1356384.541246 + Penalty 3051.638661 = -1353332.902585
  nChanged 48
		SP:Iteration 20F (69381.040000 sec): 3 clusters
  Score: Raw -1356416.189969 + Penalty 3051.638661 = -1353364.551307
  nChanged 54
		SP:Iteration 21Q (69381.300000 sec): 3 clusters
  Score: Raw -1356454.371551 + Penalty 3051.638661 = -1353402.732890
  nChanged 60
		SP:Iteration 22Q (69381.520000 sec): 3 clusters
  Score: Raw -1356499.766143 + Penalty 3051.638661 = -1353448.127481
  nChanged 43
		SP:Iteration 23Q (69381.730000 sec): 3 clusters
  Score: Raw -1356540.032206 + Penalty 3051.638661 = -1353488.393545
  nChanged 39
		SP:Iteration 24Q (69381.970000 sec): 3 clusters
  Score: Raw -1356572.615785 + Penalty 3051.638661 = -1353520.977124
  nChanged 29
		SP:Iteration 25Q (69382.210000 sec): 3 clusters
  Score: Raw -1356592.676677 + Penalty 3051.638661 = -1353541.038016
  nChanged 32
		SP:Iteration 26Q (69382.420000 sec): 3 clusters
  Score: Raw -1356611.888472 + Penalty 3051.638661 = -1353560.249810
  nChanged 16
		SP:Iteration 27Q (69382.620000 sec): 3 clusters
  Score: Raw -1356620.438104 + Penalty 3051.638661 = -1353568.799442
  nChanged 6
		SP:Iteration 28Q (69382.790000 sec): 3 clusters
  Score: Raw -1356622.179008 + Penalty 3051.638661 = -1353570.540346
  nChanged 1
		SP:Iteration 29Q (69383.020000 sec): 3 clusters
  Score: Raw -1356622.776568 + Penalty 3051.638661 = -1353571.137907
  nChanged 3
		SP:Iteration 30Q (69383.230000 sec): 3 clusters
  Score: Raw -1356624.482216 + Penalty 3051.638661 = -1353572.843554
  nChanged 5
		SP:Iteration 31Q (69383.450000 sec): 3 clusters
  Score: Raw -1356627.057151 + Penalty 3051.638661 = -1353575.418489
  nChanged 4
		SP:Iteration 32Q (69383.650000 sec): 3 clusters
  Score: Raw -1356628.461296 + Penalty 3051.638661 = -1353576.822635
  nChanged 0
		SP:Iteration 33F (69383.940000 sec): 3 clusters
  Score: Raw -1356628.461296 + Penalty 3051.638661 = -1353576.822635
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69384.030000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69384.190000 sec): 3 clusters
  Score: Raw -19176.041879 + Penalty 1726.791943 = -17449.249936
  nChanged 28
		SP:Iteration 1F (69384.420000 sec): 3 clusters
  Score: Raw -19299.445667 + Penalty 1726.791943 = -17572.653724
  nChanged 9
		SP:Iteration 2Q (69384.610000 sec): 3 clusters
  Score: Raw -19332.751809 + Penalty 1726.791943 = -17605.959866
  nChanged 11
		SP:Iteration 3F (69384.780000 sec): 3 clusters
  Score: Raw -19380.849169 + Penalty 1726.791943 = -17654.057226
  nChanged 6
		SP:Iteration 4Q (69384.920000 sec): 3 clusters
  Score: Raw -19409.514293 + Penalty 1726.791943 = -17682.722349
  nChanged 6
		SP:Iteration 5Q (69385.070000 sec): 3 clusters
  Score: Raw -19462.340831 + Penalty 1726.791943 = -17735.548888
  nChanged 3
		SP:Iteration 6Q (69385.270000 sec): 3 clusters
  Score: Raw -19495.998657 + Penalty 1726.791943 = -17769.206714
  nChanged 1
		SP:Iteration 7Q (69385.440000 sec): 3 clusters
  Score: Raw -19504.439425 + Penalty 1726.791943 = -17777.647482
  nChanged 2
		SP:Iteration 8Q (69385.600000 sec): 3 clusters
  Score: Raw -19518.779506 + Penalty 1726.791943 = -17791.987563
  nChanged 0
		SP:Iteration 9F (69385.790000 sec): 3 clusters
  Score: Raw -19518.779506 + Penalty 1726.791943 = -17791.987563
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69385.870000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69386.050000 sec): 3 clusters
  Score: Raw -59585.316043 + Penalty 2047.755383 = -57537.560659
  nChanged 127
		SP:Iteration 1F (69386.280000 sec): 3 clusters
  Score: Raw -59752.662792 + Penalty 2047.755383 = -57704.907409
  nChanged 42
		SP:Iteration 2F (69386.380000 sec): 3 clusters
  Score: Raw -59821.153309 + Penalty 2047.755383 = -57773.397926
  nChanged 29
		SP:Iteration 3F (69386.560000 sec): 3 clusters
  Score: Raw -59888.930546 + Penalty 2047.755383 = -57841.175163
  nChanged 16
		SP:Iteration 4Q (69386.750000 sec): 3 clusters
  Score: Raw -59933.356949 + Penalty 2047.755383 = -57885.601566
  nChanged 18
		SP:Iteration 5Q (69386.940000 sec): 3 clusters
  Score: Raw -59970.887504 + Penalty 2047.755383 = -57923.132121
  nChanged 15
		SP:Iteration 6Q (69387.130000 sec): 3 clusters
  Score: Raw -60010.314328 + Penalty 2047.755383 = -57962.558944
  nChanged 9
		SP:Iteration 7Q (69387.270000 sec): 3 clusters
  Score: Raw -60027.734249 + Penalty 2047.755383 = -57979.978865
  nChanged 10
		SP:Iteration 8Q (69387.420000 sec): 3 clusters
  Score: Raw -60053.556544 + Penalty 2047.755383 = -58005.801160
  nChanged 8
		SP:Iteration 9Q (69387.600000 sec): 3 clusters
  Score: Raw -60074.849480 + Penalty 2047.755383 = -58027.094097
  nChanged 7
		SP:Iteration 10Q (69387.830000 sec): 3 clusters
  Score: Raw -60085.498323 + Penalty 2047.755383 = -58037.742940
  nChanged 5
		SP:Iteration 11Q (69388.010000 sec): 3 clusters
  Score: Raw -60096.775310 + Penalty 2047.755383 = -58049.019927
  nChanged 4
		SP:Iteration 12Q (69388.160000 sec): 3 clusters
  Score: Raw -60105.189861 + Penalty 2047.755383 = -58057.434477
  nChanged 3
		SP:Iteration 13Q (69388.390000 sec): 3 clusters
  Score: Raw -60109.177638 + Penalty 2047.755383 = -58061.422255
  nChanged 0
		SP:Iteration 14F (69388.570000 sec): 3 clusters
  Score: Raw -60109.177638 + Penalty 2047.755383 = -58061.422255
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69388.650000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69388.830000 sec): 3 clusters
  Score: Raw -16774.237006 + Penalty 1663.347989 = -15110.889017
  nChanged 22
		SP:Iteration 1F (69389.030000 sec): 3 clusters
  Score: Raw -16862.810345 + Penalty 1663.347989 = -15199.462356
  nChanged 5
		SP:Iteration 2Q (69389.220000 sec): 3 clusters
  Score: Raw -16886.033623 + Penalty 1663.347989 = -15222.685634
  nChanged 2
		SP:Iteration 3Q (69389.390000 sec): 3 clusters
  Score: Raw -16893.845153 + Penalty 1663.347989 = -15230.497164
  nChanged 1
		SP:Iteration 4Q (69389.580000 sec): 3 clusters
  Score: Raw -16895.854258 + Penalty 1663.347989 = -15232.506269
  nChanged 0
		SP:Iteration 5F (69389.810000 sec): 3 clusters
  Score: Raw -16895.854258 + Penalty 1663.347989 = -15232.506269
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (20300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69389.990000 sec): 2 clusters
  Score: Raw -2123492.752090 + Penalty 1611.736127 = -2121881.015963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69390.270000 sec): 3 clusters
  Score: Raw -2111235.422719 + Penalty 3223.472254 = -2108011.950465
  nChanged 9229
		SP:Iteration 1F (69390.560000 sec): 3 clusters
  Score: Raw -2116488.354095 + Penalty 3223.472254 = -2113264.881841
  nChanged 1144
		SP:Iteration 2F (69390.860000 sec): 3 clusters
  Score: Raw -2116998.153951 + Penalty 3223.472254 = -2113774.681697
  nChanged 1164
		SP:Iteration 3F (69391.200000 sec): 3 clusters
  Score: Raw -2117573.840637 + Penalty 3223.472254 = -2114350.368384
  nChanged 1190
		SP:Iteration 4F (69391.460000 sec): 3 clusters
  Score: Raw -2118228.264540 + Penalty 3223.472254 = -2115004.792287
  nChanged 1208
		SP:Iteration 5F (69391.780000 sec): 3 clusters
  Score: Raw -2118983.822125 + Penalty 3223.472254 = -2115760.349871
  nChanged 1197
		SP:Iteration 6F (69392.070000 sec): 3 clusters
  Score: Raw -2119805.525943 + Penalty 3223.472254 = -2116582.053690
  nChanged 1120
		SP:Iteration 7F (69392.410000 sec): 3 clusters
  Score: Raw -2120639.298939 + Penalty 3223.472254 = -2117415.826685
  nChanged 966
		SP:Iteration 8Q (69392.760000 sec): 3 clusters
  Score: Raw -2121333.485347 + Penalty 3223.472254 = -2118110.013094
  nChanged 744
		SP:Iteration 9Q (69393.040000 sec): 3 clusters
  Score: Raw -2121860.327029 + Penalty 3223.472254 = -2118636.854776
  nChanged 596
		SP:Iteration 10Q (69393.310000 sec): 3 clusters
  Score: Raw -2122237.285794 + Penalty 3223.472254 = -2119013.813540
  nChanged 462
		SP:Iteration 11Q (69393.580000 sec): 3 clusters
  Score: Raw -2122489.952503 + Penalty 3223.472254 = -2119266.480249
  nChanged 350
		SP:Iteration 12Q (69393.820000 sec): 3 clusters
  Score: Raw -2122683.323656 + Penalty 3223.472254 = -2119459.851403
  nChanged 314
		SP:Iteration 13Q (69394.120000 sec): 3 clusters
  Score: Raw -2122874.091172 + Penalty 3223.472254 = -2119650.618918
  nChanged 274
		SP:Iteration 14Q (69394.420000 sec): 3 clusters
  Score: Raw -2123030.263199 + Penalty 3223.472254 = -2119806.790946
  nChanged 223
		SP:Iteration 15Q (69394.700000 sec): 3 clusters
  Score: Raw -2123142.456129 + Penalty 3223.472254 = -2119918.983876
  nChanged 195
		SP:Iteration 16Q (69395.000000 sec): 3 clusters
  Score: Raw -2123234.530020 + Penalty 3223.472254 = -2120011.057767
  nChanged 183
		SP:Iteration 17Q (69395.220000 sec): 3 clusters
  Score: Raw -2123330.566297 + Penalty 3223.472254 = -2120107.094043
  nChanged 139
		SP:Iteration 18Q (69395.490000 sec): 3 clusters
  Score: Raw -2123423.641931 + Penalty 3223.472254 = -2120200.169678
  nChanged 129
		SP:Iteration 19Q (69395.800000 sec): 3 clusters
  Score: Raw -2123500.741766 + Penalty 3223.472254 = -2120277.269512
  nChanged 87
		SP:Iteration 20F (69396.060000 sec): 3 clusters
  Score: Raw -2123545.407927 + Penalty 3223.472254 = -2120321.935673
  nChanged 74
		SP:Iteration 21Q (69396.360000 sec): 3 clusters
  Score: Raw -2123584.826445 + Penalty 3223.472254 = -2120361.354191
  nChanged 67
		SP:Iteration 22Q (69396.650000 sec): 3 clusters
  Score: Raw -2123627.872096 + Penalty 3223.472254 = -2120404.399843
  nChanged 67
		SP:Iteration 23Q (69396.910000 sec): 3 clusters
  Score: Raw -2123661.498974 + Penalty 3223.472254 = -2120438.026720
  nChanged 48
		SP:Iteration 24Q (69397.220000 sec): 3 clusters
  Score: Raw -2123687.423611 + Penalty 3223.472254 = -2120463.951358
  nChanged 33
		SP:Iteration 25Q (69397.470000 sec): 3 clusters
  Score: Raw -2123704.985820 + Penalty 3223.472254 = -2120481.513567
  nChanged 25
		SP:Iteration 26Q (69397.720000 sec): 3 clusters
  Score: Raw -2123718.719674 + Penalty 3223.472254 = -2120495.247420
  nChanged 31
		SP:Iteration 27Q (69398.030000 sec): 3 clusters
  Score: Raw -2123737.861031 + Penalty 3223.472254 = -2120514.388777
  nChanged 30
		SP:Iteration 28Q (69398.350000 sec): 3 clusters
  Score: Raw -2123753.255292 + Penalty 3223.472254 = -2120529.783038
  nChanged 22
		SP:Iteration 29Q (69398.610000 sec): 3 clusters
  Score: Raw -2123763.513916 + Penalty 3223.472254 = -2120540.041662
  nChanged 19
		SP:Iteration 30Q (69398.860000 sec): 3 clusters
  Score: Raw -2123771.158063 + Penalty 3223.472254 = -2120547.685810
  nChanged 13
		SP:Iteration 31Q (69399.120000 sec): 3 clusters
  Score: Raw -2123775.246673 + Penalty 3223.472254 = -2120551.774419
  nChanged 10
		SP:Iteration 32Q (69399.360000 sec): 3 clusters
  Score: Raw -2123779.593004 + Penalty 3223.472254 = -2120556.120750
  nChanged 9
		SP:Iteration 33Q (69399.630000 sec): 3 clusters
  Score: Raw -2123782.040060 + Penalty 3223.472254 = -2120558.567807
  nChanged 5
		SP:Iteration 34Q (69399.860000 sec): 3 clusters
  Score: Raw -2123784.831912 + Penalty 3223.472254 = -2120561.359658
  nChanged 5
		SP:Iteration 35Q (69400.110000 sec): 3 clusters
  Score: Raw -2123787.756550 + Penalty 3223.472254 = -2120564.284297
  nChanged 9
		SP:Iteration 36Q (69400.360000 sec): 3 clusters
  Score: Raw -2123794.015028 + Penalty 3223.472254 = -2120570.542775
  nChanged 13
		SP:Iteration 37Q (69400.660000 sec): 3 clusters
  Score: Raw -2123801.515860 + Penalty 3223.472254 = -2120578.043606
  nChanged 13
		SP:Iteration 38Q (69400.940000 sec): 3 clusters
  Score: Raw -2123808.069357 + Penalty 3223.472254 = -2120584.597103
  nChanged 12
		SP:Iteration 39Q (69401.180000 sec): 3 clusters
  Score: Raw -2123813.756913 + Penalty 3223.472254 = -2120590.284659
  nChanged 6
		SP:Iteration 40F (69401.420000 sec): 3 clusters
  Score: Raw -2123817.013295 + Penalty 3223.472254 = -2120593.541041
  nChanged 4
		SP:Iteration 41Q (69401.710000 sec): 3 clusters
  Score: Raw -2123818.598913 + Penalty 3223.472254 = -2120595.126659
  nChanged 4
		SP:Iteration 42Q (69401.960000 sec): 3 clusters
  Score: Raw -2123820.843180 + Penalty 3223.472254 = -2120597.370926
  nChanged 5
		SP:Iteration 43Q (69402.220000 sec): 3 clusters
  Score: Raw -2123822.647536 + Penalty 3223.472254 = -2120599.175282
  nChanged 2
		SP:Iteration 44Q (69402.430000 sec): 3 clusters
  Score: Raw -2123824.287805 + Penalty 3223.472254 = -2120600.815551
  nChanged 0
		SP:Iteration 45F (69402.740000 sec): 3 clusters
  Score: Raw -2123824.287805 + Penalty 3223.472254 = -2120600.815551
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (26493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69402.990000 sec): 2 clusters
  Score: Raw -2807700.528005 + Penalty 1655.003322 = -2806045.524683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69403.280000 sec): 3 clusters
  Score: Raw -2791437.252800 + Penalty 3310.006643 = -2788127.246157
  nChanged 12150
		SP:Iteration 1F (69403.590000 sec): 3 clusters
  Score: Raw -2798452.540666 + Penalty 3310.006643 = -2795142.534023
  nChanged 1544
		SP:Iteration 2F (69403.900000 sec): 3 clusters
  Score: Raw -2799222.389104 + Penalty 3310.006643 = -2795912.382460
  nChanged 1651
		SP:Iteration 3F (69404.220000 sec): 3 clusters
  Score: Raw -2800237.470540 + Penalty 3310.006643 = -2796927.463896
  nChanged 1768
		SP:Iteration 4F (69404.580000 sec): 3 clusters
  Score: Raw -2801494.749442 + Penalty 3310.006643 = -2798184.742798
  nChanged 1777
		SP:Iteration 5F (69404.880000 sec): 3 clusters
  Score: Raw -2802904.693692 + Penalty 3310.006643 = -2799594.687049
  nChanged 1704
		SP:Iteration 6F (69405.180000 sec): 3 clusters
  Score: Raw -2804175.923801 + Penalty 3310.006643 = -2800865.917158
  nChanged 1464
		SP:Iteration 7F (69405.480000 sec): 3 clusters
  Score: Raw -2805154.062993 + Penalty 3310.006643 = -2801844.056349
  nChanged 1180
		SP:Iteration 8Q (69405.760000 sec): 3 clusters
  Score: Raw -2805864.661584 + Penalty 3310.006643 = -2802554.654940
  nChanged 916
		SP:Iteration 9Q (69406.060000 sec): 3 clusters
  Score: Raw -2806364.498406 + Penalty 3310.006643 = -2803054.491763
  nChanged 694
		SP:Iteration 10Q (69406.370000 sec): 3 clusters
  Score: Raw -2806670.680007 + Penalty 3310.006643 = -2803360.673363
  nChanged 497
		SP:Iteration 11Q (69406.680000 sec): 3 clusters
  Score: Raw -2806850.616416 + Penalty 3310.006643 = -2803540.609773
  nChanged 378
		SP:Iteration 12Q (69406.970000 sec): 3 clusters
  Score: Raw -2806970.092601 + Penalty 3310.006643 = -2803660.085958
  nChanged 329
		SP:Iteration 13Q (69407.350000 sec): 3 clusters
  Score: Raw -2807070.796578 + Penalty 3310.006643 = -2803760.789934
  nChanged 305
		SP:Iteration 14Q (69407.680000 sec): 3 clusters
  Score: Raw -2807163.990722 + Penalty 3310.006643 = -2803853.984079
  nChanged 264
		SP:Iteration 15Q (69408.050000 sec): 3 clusters
  Score: Raw -2807240.409676 + Penalty 3310.006643 = -2803930.403032
  nChanged 264
		SP:Iteration 16Q (69408.360000 sec): 3 clusters
  Score: Raw -2807312.918851 + Penalty 3310.006643 = -2804002.912208
  nChanged 220
		SP:Iteration 17Q (69408.650000 sec): 3 clusters
  Score: Raw -2807368.895973 + Penalty 3310.006643 = -2804058.889329
  nChanged 179
		SP:Iteration 18Q (69409.020000 sec): 3 clusters
  Score: Raw -2807407.518932 + Penalty 3310.006643 = -2804097.512288
  nChanged 174
		SP:Iteration 19Q (69409.260000 sec): 3 clusters
  Score: Raw -2807450.324609 + Penalty 3310.006643 = -2804140.317966
  nChanged 165
		SP:Iteration 20F (69409.570000 sec): 3 clusters
  Score: Raw -2807483.978083 + Penalty 3310.006643 = -2804173.971439
  nChanged 145
		SP:Iteration 21Q (69409.890000 sec): 3 clusters
  Score: Raw -2807510.407296 + Penalty 3310.006643 = -2804200.400653
  nChanged 120
		SP:Iteration 22Q (69410.200000 sec): 3 clusters
  Score: Raw -2807528.665679 + Penalty 3310.006643 = -2804218.659036
  nChanged 96
		SP:Iteration 23Q (69410.490000 sec): 3 clusters
  Score: Raw -2807543.267750 + Penalty 3310.006643 = -2804233.261106
  nChanged 94
		SP:Iteration 24Q (69410.750000 sec): 3 clusters
  Score: Raw -2807556.775641 + Penalty 3310.006643 = -2804246.768997
  nChanged 77
		SP:Iteration 25Q (69411.100000 sec): 3 clusters
  Score: Raw -2807567.897427 + Penalty 3310.006643 = -2804257.890783
  nChanged 81
		SP:Iteration 26Q (69411.420000 sec): 3 clusters
  Score: Raw -2807579.681781 + Penalty 3310.006643 = -2804269.675137
  nChanged 73
		SP:Iteration 27Q (69411.730000 sec): 3 clusters
  Score: Raw -2807589.021515 + Penalty 3310.006643 = -2804279.014871
  nChanged 65
		SP:Iteration 28Q (69412.060000 sec): 3 clusters
  Score: Raw -2807595.509227 + Penalty 3310.006643 = -2804285.502583
  nChanged 62
		SP:Iteration 29Q (69412.380000 sec): 3 clusters
  Score: Raw -2807601.926048 + Penalty 3310.006643 = -2804291.919405
  nChanged 56
		SP:Iteration 30Q (69412.640000 sec): 3 clusters
  Score: Raw -2807608.143129 + Penalty 3310.006643 = -2804298.136486
  nChanged 69
		SP:Iteration 31Q (69412.920000 sec): 3 clusters
  Score: Raw -2807616.839523 + Penalty 3310.006643 = -2804306.832880
  nChanged 60
		SP:Iteration 32Q (69413.210000 sec): 3 clusters
  Score: Raw -2807623.085543 + Penalty 3310.006643 = -2804313.078900
  nChanged 54
		SP:Iteration 33Q (69413.500000 sec): 3 clusters
  Score: Raw -2807628.646182 + Penalty 3310.006643 = -2804318.639538
  nChanged 59
		SP:Iteration 34Q (69413.760000 sec): 3 clusters
  Score: Raw -2807635.756601 + Penalty 3310.006643 = -2804325.749958
  nChanged 66
		SP:Iteration 35Q (69414.060000 sec): 3 clusters
  Score: Raw -2807643.991510 + Penalty 3310.006643 = -2804333.984867
  nChanged 63
		SP:Iteration 36Q (69414.290000 sec): 3 clusters
  Score: Raw -2807652.071175 + Penalty 3310.006643 = -2804342.064531
  nChanged 59
		SP:Iteration 37Q (69414.620000 sec): 3 clusters
  Score: Raw -2807658.542234 + Penalty 3310.006643 = -2804348.535591
  nChanged 48
		SP:Iteration 38Q (69414.890000 sec): 3 clusters
  Score: Raw -2807662.590120 + Penalty 3310.006643 = -2804352.583477
  nChanged 33
		SP:Iteration 39Q (69415.180000 sec): 3 clusters
  Score: Raw -2807665.014391 + Penalty 3310.006643 = -2804355.007747
  nChanged 29
		SP:Iteration 40F (69415.480000 sec): 3 clusters
  Score: Raw -2807667.058763 + Penalty 3310.006643 = -2804357.052120
  nChanged 26
		SP:Iteration 41Q (69415.830000 sec): 3 clusters
  Score: Raw -2807668.656789 + Penalty 3310.006643 = -2804358.650146
  nChanged 23
		SP:Iteration 42Q (69416.160000 sec): 3 clusters
  Score: Raw -2807670.369565 + Penalty 3310.006643 = -2804360.362922
  nChanged 23
		SP:Iteration 43Q (69416.440000 sec): 3 clusters
  Score: Raw -2807672.062813 + Penalty 3310.006643 = -2804362.056169
  nChanged 17
		SP:Iteration 44Q (69416.740000 sec): 3 clusters
  Score: Raw -2807673.657602 + Penalty 3310.006643 = -2804363.650958
  nChanged 21
		SP:Iteration 45Q (69417.050000 sec): 3 clusters
  Score: Raw -2807675.457474 + Penalty 3310.006643 = -2804365.450830
  nChanged 25
		SP:Iteration 46Q (69417.390000 sec): 3 clusters
  Score: Raw -2807677.702910 + Penalty 3310.006643 = -2804367.696267
  nChanged 28
		SP:Iteration 47Q (69417.680000 sec): 3 clusters
  Score: Raw -2807680.435951 + Penalty 3310.006643 = -2804370.429308
  nChanged 30
		SP:Iteration 48Q (69418.010000 sec): 3 clusters
  Score: Raw -2807682.821912 + Penalty 3310.006643 = -2804372.815268
  nChanged 22
		SP:Iteration 49Q (69418.290000 sec): 3 clusters
  Score: Raw -2807684.912153 + Penalty 3310.006643 = -2804374.905509
  nChanged 27
		SP:Iteration 50Q (69418.600000 sec): 3 clusters
  Score: Raw -2807687.533037 + Penalty 3310.006643 = -2804377.526394
  nChanged 22
		SP:Iteration 51Q (69418.860000 sec): 3 clusters
  Score: Raw -2807689.272749 + Penalty 3310.006643 = -2804379.266105
  nChanged 22
		SP:Iteration 52Q (69419.190000 sec): 3 clusters
  Score: Raw -2807691.241169 + Penalty 3310.006643 = -2804381.234526
  nChanged 22
		SP:Iteration 53Q (69419.500000 sec): 3 clusters
  Score: Raw -2807693.073172 + Penalty 3310.006643 = -2804383.066528
  nChanged 29
		SP:Iteration 54Q (69419.820000 sec): 3 clusters
  Score: Raw -2807695.671183 + Penalty 3310.006643 = -2804385.664539
  nChanged 21
		SP:Iteration 55Q (69420.120000 sec): 3 clusters
  Score: Raw -2807697.574550 + Penalty 3310.006643 = -2804387.567907
  nChanged 19
		SP:Iteration 56Q (69420.400000 sec): 3 clusters
  Score: Raw -2807698.791576 + Penalty 3310.006643 = -2804388.784933
  nChanged 15
		SP:Iteration 57Q (69420.700000 sec): 3 clusters
  Score: Raw -2807699.912357 + Penalty 3310.006643 = -2804389.905713
  nChanged 21
		SP:Iteration 58Q (69421.040000 sec): 3 clusters
  Score: Raw -2807701.459708 + Penalty 3310.006643 = -2804391.453065
  nChanged 20
		SP:Iteration 59Q (69421.360000 sec): 3 clusters
  Score: Raw -2807703.183622 + Penalty 3310.006643 = -2804393.176979
  nChanged 23
		SP:Iteration 60F (69421.690000 sec): 3 clusters
  Score: Raw -2807705.449903 + Penalty 3310.006643 = -2804395.443259
  nChanged 26
		SP:Iteration 61Q (69422.000000 sec): 3 clusters
  Score: Raw -2807708.258804 + Penalty 3310.006643 = -2804398.252160
  nChanged 25
		SP:Iteration 62Q (69422.420000 sec): 3 clusters
  Score: Raw -2807710.180445 + Penalty 3310.006643 = -2804400.173801
  nChanged 15
		SP:Iteration 63Q (69422.700000 sec): 3 clusters
  Score: Raw -2807711.181786 + Penalty 3310.006643 = -2804401.175143
  nChanged 19
		SP:Iteration 64Q (69423.030000 sec): 3 clusters
  Score: Raw -2807713.297158 + Penalty 3310.006643 = -2804403.290514
  nChanged 26
		SP:Iteration 65Q (69423.330000 sec): 3 clusters
  Score: Raw -2807715.923988 + Penalty 3310.006643 = -2804405.917344
  nChanged 35
		SP:Iteration 66Q (69423.590000 sec): 3 clusters
  Score: Raw -2807719.282257 + Penalty 3310.006643 = -2804409.275613
  nChanged 35
		SP:Iteration 67Q (69423.870000 sec): 3 clusters
  Score: Raw -2807721.842737 + Penalty 3310.006643 = -2804411.836094
  nChanged 33
		SP:Iteration 68Q (69424.210000 sec): 3 clusters
  Score: Raw -2807724.595557 + Penalty 3310.006643 = -2804414.588914
  nChanged 24
		SP:Iteration 69Q (69424.500000 sec): 3 clusters
  Score: Raw -2807726.367095 + Penalty 3310.006643 = -2804416.360451
  nChanged 24
		SP:Iteration 70Q (69424.820000 sec): 3 clusters
  Score: Raw -2807728.459440 + Penalty 3310.006643 = -2804418.452796
  nChanged 27
		SP:Iteration 71Q (69425.110000 sec): 3 clusters
  Score: Raw -2807730.965371 + Penalty 3310.006643 = -2804420.958728
  nChanged 21
		SP:Iteration 72Q (69425.450000 sec): 3 clusters
  Score: Raw -2807733.091674 + Penalty 3310.006643 = -2804423.085031
  nChanged 20
		SP:Iteration 73Q (69425.780000 sec): 3 clusters
  Score: Raw -2807734.531381 + Penalty 3310.006643 = -2804424.524737
  nChanged 21
		SP:Iteration 74Q (69426.090000 sec): 3 clusters
  Score: Raw -2807736.476050 + Penalty 3310.006643 = -2804426.469407
  nChanged 23
		SP:Iteration 75Q (69426.350000 sec): 3 clusters
  Score: Raw -2807738.313258 + Penalty 3310.006643 = -2804428.306614
  nChanged 23
		SP:Iteration 76Q (69426.710000 sec): 3 clusters
  Score: Raw -2807739.583699 + Penalty 3310.006643 = -2804429.577056
  nChanged 16
		SP:Iteration 77Q (69427.020000 sec): 3 clusters
  Score: Raw -2807740.898110 + Penalty 3310.006643 = -2804430.891466
  nChanged 14
		SP:Iteration 78Q (69427.280000 sec): 3 clusters
  Score: Raw -2807742.133907 + Penalty 3310.006643 = -2804432.127264
  nChanged 15
		SP:Iteration 79Q (69427.570000 sec): 3 clusters
  Score: Raw -2807743.247554 + Penalty 3310.006643 = -2804433.240911
  nChanged 19
		SP:Iteration 80F (69427.890000 sec): 3 clusters
  Score: Raw -2807744.488884 + Penalty 3310.006643 = -2804434.482241
  nChanged 15
		SP:Iteration 81Q (69428.210000 sec): 3 clusters
  Score: Raw -2807745.663777 + Penalty 3310.006643 = -2804435.657133
  nChanged 21
		SP:Iteration 82Q (69428.530000 sec): 3 clusters
  Score: Raw -2807747.616319 + Penalty 3310.006643 = -2804437.609676
  nChanged 20
		SP:Iteration 83Q (69428.850000 sec): 3 clusters
  Score: Raw -2807748.762437 + Penalty 3310.006643 = -2804438.755794
  nChanged 15
		SP:Iteration 84Q (69429.150000 sec): 3 clusters
  Score: Raw -2807749.819820 + Penalty 3310.006643 = -2804439.813177
  nChanged 13
		SP:Iteration 85Q (69429.450000 sec): 3 clusters
  Score: Raw -2807750.643115 + Penalty 3310.006643 = -2804440.636472
  nChanged 16
		SP:Iteration 86Q (69429.770000 sec): 3 clusters
  Score: Raw -2807751.560695 + Penalty 3310.006643 = -2804441.554051
  nChanged 15
		SP:Iteration 87Q (69430.050000 sec): 3 clusters
  Score: Raw -2807752.880619 + Penalty 3310.006643 = -2804442.873975
  nChanged 23
		SP:Iteration 88Q (69430.370000 sec): 3 clusters
  Score: Raw -2807755.125224 + Penalty 3310.006643 = -2804445.118580
  nChanged 23
		SP:Iteration 89Q (69430.690000 sec): 3 clusters
  Score: Raw -2807757.102266 + Penalty 3310.006643 = -2804447.095623
  nChanged 29
		SP:Iteration 90Q (69431.000000 sec): 3 clusters
  Score: Raw -2807759.798749 + Penalty 3310.006643 = -2804449.792105
  nChanged 28
		SP:Iteration 91Q (69431.290000 sec): 3 clusters
  Score: Raw -2807763.020428 + Penalty 3310.006643 = -2804453.013784
  nChanged 40
		SP:Iteration 92Q (69431.550000 sec): 3 clusters
  Score: Raw -2807768.224132 + Penalty 3310.006643 = -2804458.217489
  nChanged 35
		SP:Iteration 93Q (69431.840000 sec): 3 clusters
  Score: Raw -2807772.045144 + Penalty 3310.006643 = -2804462.038500
  nChanged 33
		SP:Iteration 94Q (69432.120000 sec): 3 clusters
  Score: Raw -2807776.408668 + Penalty 3310.006643 = -2804466.402025
  nChanged 26
		SP:Iteration 95Q (69432.380000 sec): 3 clusters
  Score: Raw -2807778.743800 + Penalty 3310.006643 = -2804468.737156
  nChanged 27
		SP:Iteration 96Q (69432.670000 sec): 3 clusters
  Score: Raw -2807781.137987 + Penalty 3310.006643 = -2804471.131344
  nChanged 21
		SP:Iteration 97Q (69432.990000 sec): 3 clusters
  Score: Raw -2807782.764738 + Penalty 3310.006643 = -2804472.758094
  nChanged 21
		SP:Iteration 98Q (69433.290000 sec): 3 clusters
  Score: Raw -2807784.746343 + Penalty 3310.006643 = -2804474.739700
  nChanged 20
		SP:Iteration 99Q (69433.570000 sec): 3 clusters
  Score: Raw -2807786.394855 + Penalty 3310.006643 = -2804476.388211
  nChanged 28
		SP:Iteration 100F (69433.880000 sec): 3 clusters
  Score: Raw -2807788.700758 + Penalty 3310.006643 = -2804478.694115
  nChanged 17
		SP:Iteration 101Q (69434.210000 sec): 3 clusters
  Score: Raw -2807789.831502 + Penalty 3310.006643 = -2804479.824858
  nChanged 18
		SP:Iteration 102Q (69434.510000 sec): 3 clusters
  Score: Raw -2807791.019522 + Penalty 3310.006643 = -2804481.012879
  nChanged 27
		SP:Iteration 103Q (69434.780000 sec): 3 clusters
  Score: Raw -2807793.556380 + Penalty 3310.006643 = -2804483.549737
  nChanged 24
		SP:Iteration 104Q (69435.110000 sec): 3 clusters
  Score: Raw -2807795.961799 + Penalty 3310.006643 = -2804485.955155
  nChanged 25
		SP:Iteration 105Q (69435.400000 sec): 3 clusters
  Score: Raw -2807798.745916 + Penalty 3310.006643 = -2804488.739273
  nChanged 27
		SP:Iteration 106Q (69435.690000 sec): 3 clusters
  Score: Raw -2807801.930358 + Penalty 3310.006643 = -2804491.923714
  nChanged 34
		SP:Iteration 107Q (69435.970000 sec): 3 clusters
  Score: Raw -2807805.687713 + Penalty 3310.006643 = -2804495.681069
  nChanged 41
		SP:Iteration 108Q (69436.320000 sec): 3 clusters
  Score: Raw -2807810.560374 + Penalty 3310.006643 = -2804500.553730
  nChanged 34
		SP:Iteration 109Q (69436.630000 sec): 3 clusters
  Score: Raw -2807813.699890 + Penalty 3310.006643 = -2804503.693246
  nChanged 47
		SP:Iteration 110Q (69436.890000 sec): 3 clusters
  Score: Raw -2807819.133439 + Penalty 3310.006643 = -2804509.126795
  nChanged 41
		SP:Iteration 111Q (69437.210000 sec): 3 clusters
  Score: Raw -2807823.176747 + Penalty 3310.006643 = -2804513.170104
  nChanged 42
		SP:Iteration 112Q (69437.550000 sec): 3 clusters
  Score: Raw -2807828.165109 + Penalty 3310.006643 = -2804518.158465
  nChanged 38
		SP:Iteration 113Q (69437.910000 sec): 3 clusters
  Score: Raw -2807832.203158 + Penalty 3310.006643 = -2804522.196514
  nChanged 45
		SP:Iteration 114Q (69438.230000 sec): 3 clusters
  Score: Raw -2807837.475787 + Penalty 3310.006643 = -2804527.469144
  nChanged 47
		SP:Iteration 115Q (69438.530000 sec): 3 clusters
  Score: Raw -2807842.491394 + Penalty 3310.006643 = -2804532.484750
  nChanged 47
		SP:Iteration 116Q (69438.810000 sec): 3 clusters
  Score: Raw -2807847.665408 + Penalty 3310.006643 = -2804537.658765
  nChanged 43
		SP:Iteration 117Q (69439.110000 sec): 3 clusters
  Score: Raw -2807852.586597 + Penalty 3310.006643 = -2804542.579954
  nChanged 46
		SP:Iteration 118Q (69439.390000 sec): 3 clusters
  Score: Raw -2807857.784314 + Penalty 3310.006643 = -2804547.777671
  nChanged 48
		SP:Iteration 119Q (69439.690000 sec): 3 clusters
  Score: Raw -2807862.853744 + Penalty 3310.006643 = -2804552.847101
  nChanged 43
		SP:Iteration 120F (69439.970000 sec): 3 clusters
  Score: Raw -2807868.550837 + Penalty 3310.006643 = -2804558.544194
  nChanged 48
		SP:Iteration 121Q (69440.290000 sec): 3 clusters
  Score: Raw -2807874.719863 + Penalty 3310.006643 = -2804564.713219
  nChanged 48
		SP:Iteration 122Q (69440.560000 sec): 3 clusters
  Score: Raw -2807879.160082 + Penalty 3310.006643 = -2804569.153438
  nChanged 44
		SP:Iteration 123Q (69440.850000 sec): 3 clusters
  Score: Raw -2807883.965415 + Penalty 3310.006643 = -2804573.958771
  nChanged 41
		SP:Iteration 124Q (69441.210000 sec): 3 clusters
  Score: Raw -2807888.666775 + Penalty 3310.006643 = -2804578.660131
  nChanged 40
		SP:Iteration 125Q (69441.490000 sec): 3 clusters
  Score: Raw -2807893.486633 + Penalty 3310.006643 = -2804583.479990
  nChanged 45
		SP:Iteration 126Q (69441.860000 sec): 3 clusters
  Score: Raw -2807900.375732 + Penalty 3310.006643 = -2804590.369088
  nChanged 46
		SP:Iteration 127Q (69442.150000 sec): 3 clusters
  Score: Raw -2807906.516836 + Penalty 3310.006643 = -2804596.510193
  nChanged 54
		SP:Iteration 128Q (69442.390000 sec): 3 clusters
  Score: Raw -2807915.917163 + Penalty 3310.006643 = -2804605.910519
  nChanged 60
		SP:Iteration 129Q (69442.740000 sec): 3 clusters
  Score: Raw -2807927.375561 + Penalty 3310.006643 = -2804617.368918
  nChanged 75
		SP:Iteration 130Q (69442.970000 sec): 3 clusters
  Score: Raw -2807941.627328 + Penalty 3310.006643 = -2804631.620685
  nChanged 70
		SP:Iteration 131Q (69443.290000 sec): 3 clusters
  Score: Raw -2807952.443220 + Penalty 3310.006643 = -2804642.436577
  nChanged 55
		SP:Iteration 132Q (69443.550000 sec): 3 clusters
  Score: Raw -2807961.041478 + Penalty 3310.006643 = -2804651.034834
  nChanged 44
		SP:Iteration 133Q (69443.840000 sec): 3 clusters
  Score: Raw -2807967.237677 + Penalty 3310.006643 = -2804657.231033
  nChanged 42
		SP:Iteration 134Q (69444.120000 sec): 3 clusters
  Score: Raw -2807972.898697 + Penalty 3310.006643 = -2804662.892053
  nChanged 36
		SP:Iteration 135Q (69444.420000 sec): 3 clusters
  Score: Raw -2807976.861404 + Penalty 3310.006643 = -2804666.854761
  nChanged 30
		SP:Iteration 136Q (69444.680000 sec): 3 clusters
  Score: Raw -2807980.001183 + Penalty 3310.006643 = -2804669.994540
  nChanged 22
		SP:Iteration 137Q (69444.970000 sec): 3 clusters
  Score: Raw -2807982.666290 + Penalty 3310.006643 = -2804672.659647
  nChanged 27
		SP:Iteration 138Q (69445.310000 sec): 3 clusters
  Score: Raw -2807985.615963 + Penalty 3310.006643 = -2804675.609319
  nChanged 22
		SP:Iteration 139Q (69445.640000 sec): 3 clusters
  Score: Raw -2807987.970530 + Penalty 3310.006643 = -2804677.963886
  nChanged 20
		SP:Iteration 140F (69445.960000 sec): 3 clusters
  Score: Raw -2807990.247483 + Penalty 3310.006643 = -2804680.240840
  nChanged 11
		SP:Iteration 141Q (69446.270000 sec): 3 clusters
  Score: Raw -2807991.396761 + Penalty 3310.006643 = -2804681.390118
  nChanged 7
		SP:Iteration 142Q (69446.570000 sec): 3 clusters
  Score: Raw -2807992.133085 + Penalty 3310.006643 = -2804682.126441
  nChanged 7
		SP:Iteration 143Q (69446.920000 sec): 3 clusters
  Score: Raw -2807992.784878 + Penalty 3310.006643 = -2804682.778234
  nChanged 12
		SP:Iteration 144Q (69447.190000 sec): 3 clusters
  Score: Raw -2807993.733168 + Penalty 3310.006643 = -2804683.726525
  nChanged 8
		SP:Iteration 145Q (69447.550000 sec): 3 clusters
  Score: Raw -2807994.621222 + Penalty 3310.006643 = -2804684.614578
  nChanged 9
		SP:Iteration 146Q (69447.930000 sec): 3 clusters
  Score: Raw -2807995.636495 + Penalty 3310.006643 = -2804685.629851
  nChanged 14
		SP:Iteration 147Q (69448.250000 sec): 3 clusters
  Score: Raw -2807997.042762 + Penalty 3310.006643 = -2804687.036119
  nChanged 16
		SP:Iteration 148Q (69448.540000 sec): 3 clusters
  Score: Raw -2807998.018710 + Penalty 3310.006643 = -2804688.012067
  nChanged 11
		SP:Iteration 149Q (69448.870000 sec): 3 clusters
  Score: Raw -2807999.321434 + Penalty 3310.006643 = -2804689.314790
  nChanged 16
		SP:Iteration 150Q (69449.190000 sec): 3 clusters
  Score: Raw -2808001.430859 + Penalty 3310.006643 = -2804691.424216
  nChanged 19
		SP:Iteration 151Q (69449.510000 sec): 3 clusters
  Score: Raw -2808004.302824 + Penalty 3310.006643 = -2804694.296181
  nChanged 28
		SP:Iteration 152Q (69449.820000 sec): 3 clusters
  Score: Raw -2808008.211132 + Penalty 3310.006643 = -2804698.204489
  nChanged 23
		SP:Iteration 153Q (69450.060000 sec): 3 clusters
  Score: Raw -2808011.691338 + Penalty 3310.006643 = -2804701.684695
  nChanged 28
		SP:Iteration 154Q (69450.380000 sec): 3 clusters
  Score: Raw -2808015.409217 + Penalty 3310.006643 = -2804705.402574
  nChanged 30
		SP:Iteration 155Q (69450.700000 sec): 3 clusters
  Score: Raw -2808020.671423 + Penalty 3310.006643 = -2804710.664779
  nChanged 43
		SP:Iteration 156Q (69451.010000 sec): 3 clusters
  Score: Raw -2808027.294930 + Penalty 3310.006643 = -2804717.288286
  nChanged 45
		SP:Iteration 157Q (69451.340000 sec): 3 clusters
  Score: Raw -2808033.985193 + Penalty 3310.006643 = -2804723.978550
  nChanged 45
		SP:Iteration 158Q (69451.630000 sec): 3 clusters
  Score: Raw -2808040.523724 + Penalty 3310.006643 = -2804730.517081
  nChanged 34
		SP:Iteration 159Q (69452.010000 sec): 3 clusters
  Score: Raw -2808045.195508 + Penalty 3310.006643 = -2804735.188865
  nChanged 31
		SP:Iteration 160F (69452.340000 sec): 3 clusters
  Score: Raw -2808049.369667 + Penalty 3310.006643 = -2804739.363024
  nChanged 29
		SP:Iteration 161Q (69452.610000 sec): 3 clusters
  Score: Raw -2808053.553820 + Penalty 3310.006643 = -2804743.547177
  nChanged 18
		SP:Iteration 162Q (69452.950000 sec): 3 clusters
  Score: Raw -2808055.178306 + Penalty 3310.006643 = -2804745.171662
  nChanged 11
		SP:Iteration 163Q (69453.240000 sec): 3 clusters
  Score: Raw -2808056.262402 + Penalty 3310.006643 = -2804746.255758
  nChanged 13
		SP:Iteration 164Q (69453.540000 sec): 3 clusters
  Score: Raw -2808058.037323 + Penalty 3310.006643 = -2804748.030680
  nChanged 14
		SP:Iteration 165Q (69453.830000 sec): 3 clusters
  Score: Raw -2808059.849305 + Penalty 3310.006643 = -2804749.842661
  nChanged 15
		SP:Iteration 166Q (69454.160000 sec): 3 clusters
  Score: Raw -2808061.485295 + Penalty 3310.006643 = -2804751.478652
  nChanged 13
		SP:Iteration 167Q (69454.460000 sec): 3 clusters
  Score: Raw -2808063.446015 + Penalty 3310.006643 = -2804753.439371
  nChanged 19
		SP:Iteration 168Q (69454.750000 sec): 3 clusters
  Score: Raw -2808066.023850 + Penalty 3310.006643 = -2804756.017207
  nChanged 19
		SP:Iteration 169Q (69455.080000 sec): 3 clusters
  Score: Raw -2808068.564191 + Penalty 3310.006643 = -2804758.557547
  nChanged 24
		SP:Iteration 170Q (69455.370000 sec): 3 clusters
  Score: Raw -2808070.904013 + Penalty 3310.006643 = -2804760.897370
  nChanged 14
		SP:Iteration 171Q (69455.710000 sec): 3 clusters
  Score: Raw -2808072.390494 + Penalty 3310.006643 = -2804762.383851
  nChanged 17
		SP:Iteration 172Q (69455.960000 sec): 3 clusters
  Score: Raw -2808074.986722 + Penalty 3310.006643 = -2804764.980079
  nChanged 18
		SP:Iteration 173Q (69456.290000 sec): 3 clusters
  Score: Raw -2808077.028889 + Penalty 3310.006643 = -2804767.022246
  nChanged 14
		SP:Iteration 174Q (69456.510000 sec): 3 clusters
  Score: Raw -2808078.647896 + Penalty 3310.006643 = -2804768.641253
  nChanged 15
		SP:Iteration 175Q (69456.820000 sec): 3 clusters
  Score: Raw -2808079.922886 + Penalty 3310.006643 = -2804769.916243
  nChanged 15
		SP:Iteration 176Q (69457.050000 sec): 3 clusters
  Score: Raw -2808081.280567 + Penalty 3310.006643 = -2804771.273923
  nChanged 11
		SP:Iteration 177Q (69457.330000 sec): 3 clusters
  Score: Raw -2808082.623896 + Penalty 3310.006643 = -2804772.617253
  nChanged 11
		SP:Iteration 178Q (69457.590000 sec): 3 clusters
  Score: Raw -2808083.757349 + Penalty 3310.006643 = -2804773.750706
  nChanged 10
		SP:Iteration 179Q (69457.910000 sec): 3 clusters
  Score: Raw -2808084.574738 + Penalty 3310.006643 = -2804774.568094
  nChanged 12
		SP:Iteration 180F (69458.240000 sec): 3 clusters
  Score: Raw -2808085.783706 + Penalty 3310.006643 = -2804775.777062
  nChanged 12
		SP:Iteration 181Q (69458.510000 sec): 3 clusters
  Score: Raw -2808086.854254 + Penalty 3310.006643 = -2804776.847610
  nChanged 11
		SP:Iteration 182Q (69458.810000 sec): 3 clusters
  Score: Raw -2808088.080003 + Penalty 3310.006643 = -2804778.073359
  nChanged 15
		SP:Iteration 183Q (69459.150000 sec): 3 clusters
  Score: Raw -2808090.154959 + Penalty 3310.006643 = -2804780.148316
  nChanged 20
		SP:Iteration 184Q (69459.400000 sec): 3 clusters
  Score: Raw -2808092.620765 + Penalty 3310.006643 = -2804782.614121
  nChanged 19
		SP:Iteration 185Q (69459.770000 sec): 3 clusters
  Score: Raw -2808094.530124 + Penalty 3310.006643 = -2804784.523480
  nChanged 11
		SP:Iteration 186Q (69460.080000 sec): 3 clusters
  Score: Raw -2808095.817282 + Penalty 3310.006643 = -2804785.810638
  nChanged 9
		SP:Iteration 187Q (69460.390000 sec): 3 clusters
  Score: Raw -2808096.599233 + Penalty 3310.006643 = -2804786.592589
  nChanged 9
		SP:Iteration 188Q (69460.660000 sec): 3 clusters
  Score: Raw -2808097.339833 + Penalty 3310.006643 = -2804787.333189
  nChanged 5
		SP:Iteration 189Q (69460.950000 sec): 3 clusters
  Score: Raw -2808097.866277 + Penalty 3310.006643 = -2804787.859633
  nChanged 3
		SP:Iteration 190Q (69461.210000 sec): 3 clusters
  Score: Raw -2808098.256063 + Penalty 3310.006643 = -2804788.249419
  nChanged 9
		SP:Iteration 191Q (69461.500000 sec): 3 clusters
  Score: Raw -2808099.826430 + Penalty 3310.006643 = -2804789.819787
  nChanged 12
		SP:Iteration 192Q (69461.810000 sec): 3 clusters
  Score: Raw -2808101.235064 + Penalty 3310.006643 = -2804791.228420
  nChanged 11
		SP:Iteration 193Q (69462.100000 sec): 3 clusters
  Score: Raw -2808102.384855 + Penalty 3310.006643 = -2804792.378212
  nChanged 12
		SP:Iteration 194Q (69462.370000 sec): 3 clusters
  Score: Raw -2808104.048154 + Penalty 3310.006643 = -2804794.041511
  nChanged 13
		SP:Iteration 195Q (69462.670000 sec): 3 clusters
  Score: Raw -2808105.640031 + Penalty 3310.006643 = -2804795.633387
  nChanged 14
		SP:Iteration 196Q (69462.970000 sec): 3 clusters
  Score: Raw -2808106.977060 + Penalty 3310.006643 = -2804796.970417
  nChanged 15
		SP:Iteration 197Q (69463.270000 sec): 3 clusters
  Score: Raw -2808108.835076 + Penalty 3310.006643 = -2804798.828433
  nChanged 21
		SP:Iteration 198Q (69463.620000 sec): 3 clusters
  Score: Raw -2808112.167987 + Penalty 3310.006643 = -2804802.161344
  nChanged 23
		SP:Iteration 199Q (69463.870000 sec): 3 clusters
  Score: Raw -2808115.088448 + Penalty 3310.006643 = -2804805.081804
  nChanged 25
		SP:Iteration 200F (69464.130000 sec): 3 clusters
  Score: Raw -2808118.990678 + Penalty 3310.006643 = -2804808.984035
  nChanged 21
		SP:Iteration 201Q (69464.430000 sec): 3 clusters
  Score: Raw -2808122.610436 + Penalty 3310.006643 = -2804812.603793
  nChanged 23
		SP:Iteration 202Q (69464.760000 sec): 3 clusters
  Score: Raw -2808125.955767 + Penalty 3310.006643 = -2804815.949124
  nChanged 19
		SP:Iteration 203Q (69465.040000 sec): 3 clusters
  Score: Raw -2808129.295979 + Penalty 3310.006643 = -2804819.289335
  nChanged 22
		SP:Iteration 204Q (69465.340000 sec): 3 clusters
  Score: Raw -2808133.171690 + Penalty 3310.006643 = -2804823.165047
  nChanged 30
		SP:Iteration 205Q (69465.660000 sec): 3 clusters
  Score: Raw -2808137.267180 + Penalty 3310.006643 = -2804827.260536
  nChanged 19
		SP:Iteration 206Q (69465.910000 sec): 3 clusters
  Score: Raw -2808139.883128 + Penalty 3310.006643 = -2804829.876485
  nChanged 24
		SP:Iteration 207Q (69466.200000 sec): 3 clusters
  Score: Raw -2808143.184219 + Penalty 3310.006643 = -2804833.177575
  nChanged 27
		SP:Iteration 208Q (69466.490000 sec): 3 clusters
  Score: Raw -2808147.025587 + Penalty 3310.006643 = -2804837.018944
  nChanged 30
		SP:Iteration 209Q (69466.800000 sec): 3 clusters
  Score: Raw -2808151.364919 + Penalty 3310.006643 = -2804841.358276
  nChanged 26
		SP:Iteration 210Q (69467.070000 sec): 3 clusters
  Score: Raw -2808156.009583 + Penalty 3310.006643 = -2804846.002940
  nChanged 35
		SP:Iteration 211Q (69467.370000 sec): 3 clusters
  Score: Raw -2808160.737093 + Penalty 3310.006643 = -2804850.730450
  nChanged 20
		SP:Iteration 212Q (69467.600000 sec): 3 clusters
  Score: Raw -2808163.541494 + Penalty 3310.006643 = -2804853.534850
  nChanged 25
		SP:Iteration 213Q (69467.910000 sec): 3 clusters
  Score: Raw -2808167.102801 + Penalty 3310.006643 = -2804857.096158
  nChanged 35
		SP:Iteration 214Q (69468.210000 sec): 3 clusters
  Score: Raw -2808173.628146 + Penalty 3310.006643 = -2804863.621502
  nChanged 39
		SP:Iteration 215Q (69468.540000 sec): 3 clusters
  Score: Raw -2808179.784021 + Penalty 3310.006643 = -2804869.777377
  nChanged 36
		SP:Iteration 216Q (69468.840000 sec): 3 clusters
  Score: Raw -2808185.380647 + Penalty 3310.006643 = -2804875.374003
  nChanged 26
		SP:Iteration 217Q (69469.140000 sec): 3 clusters
  Score: Raw -2808188.879539 + Penalty 3310.006643 = -2804878.872895
  nChanged 28
		SP:Iteration 218Q (69469.420000 sec): 3 clusters
  Score: Raw -2808193.084015 + Penalty 3310.006643 = -2804883.077372
  nChanged 26
		SP:Iteration 219Q (69469.700000 sec): 3 clusters
  Score: Raw -2808197.116944 + Penalty 3310.006643 = -2804887.110301
  nChanged 31
		SP:Iteration 220F (69470.000000 sec): 3 clusters
  Score: Raw -2808201.905465 + Penalty 3310.006643 = -2804891.898821
  nChanged 32
		SP:Iteration 221Q (69470.320000 sec): 3 clusters
  Score: Raw -2808206.214103 + Penalty 3310.006643 = -2804896.207460
  nChanged 19
		SP:Iteration 222Q (69470.580000 sec): 3 clusters
  Score: Raw -2808208.569050 + Penalty 3310.006643 = -2804898.562406
  nChanged 18
		SP:Iteration 223Q (69470.900000 sec): 3 clusters
  Score: Raw -2808211.098417 + Penalty 3310.006643 = -2804901.091774
  nChanged 20
		SP:Iteration 224Q (69471.230000 sec): 3 clusters
  Score: Raw -2808214.221439 + Penalty 3310.006643 = -2804904.214796
  nChanged 16
		SP:Iteration 225Q (69471.590000 sec): 3 clusters
  Score: Raw -2808218.100444 + Penalty 3310.006643 = -2804908.093801
  nChanged 18
		SP:Iteration 226Q (69471.870000 sec): 3 clusters
  Score: Raw -2808221.272113 + Penalty 3310.006643 = -2804911.265469
  nChanged 22
		SP:Iteration 227Q (69472.160000 sec): 3 clusters
  Score: Raw -2808225.058323 + Penalty 3310.006643 = -2804915.051680
  nChanged 21
		SP:Iteration 228Q (69472.460000 sec): 3 clusters
  Score: Raw -2808228.466659 + Penalty 3310.006643 = -2804918.460016
  nChanged 25
		SP:Iteration 229Q (69472.780000 sec): 3 clusters
  Score: Raw -2808232.593910 + Penalty 3310.006643 = -2804922.587267
  nChanged 23
		SP:Iteration 230Q (69473.060000 sec): 3 clusters
  Score: Raw -2808236.534649 + Penalty 3310.006643 = -2804926.528006
  nChanged 18
		SP:Iteration 231Q (69473.370000 sec): 3 clusters
  Score: Raw -2808239.061043 + Penalty 3310.006643 = -2804929.054399
  nChanged 15
		SP:Iteration 232Q (69473.650000 sec): 3 clusters
  Score: Raw -2808241.343459 + Penalty 3310.006643 = -2804931.336816
  nChanged 17
		SP:Iteration 233Q (69473.940000 sec): 3 clusters
  Score: Raw -2808244.402310 + Penalty 3310.006643 = -2804934.395667
  nChanged 17
		SP:Iteration 234Q (69474.240000 sec): 3 clusters
  Score: Raw -2808246.949121 + Penalty 3310.006643 = -2804936.942478
  nChanged 17
		SP:Iteration 235Q (69474.640000 sec): 3 clusters
  Score: Raw -2808250.160723 + Penalty 3310.006643 = -2804940.154080
  nChanged 22
		SP:Iteration 236Q (69474.940000 sec): 3 clusters
  Score: Raw -2808254.021197 + Penalty 3310.006643 = -2804944.014553
  nChanged 22
		SP:Iteration 237Q (69475.240000 sec): 3 clusters
  Score: Raw -2808257.582229 + Penalty 3310.006643 = -2804947.575586
  nChanged 16
		SP:Iteration 238Q (69475.510000 sec): 3 clusters
  Score: Raw -2808260.792399 + Penalty 3310.006643 = -2804950.785756
  nChanged 24
		SP:Iteration 239Q (69475.860000 sec): 3 clusters
  Score: Raw -2808265.249333 + Penalty 3310.006643 = -2804955.242690
  nChanged 27
		SP:Iteration 240F (69476.190000 sec): 3 clusters
  Score: Raw -2808269.907361 + Penalty 3310.006643 = -2804959.900718
  nChanged 23
		SP:Iteration 241Q (69476.520000 sec): 3 clusters
  Score: Raw -2808274.020187 + Penalty 3310.006643 = -2804964.013544
  nChanged 29
		SP:Iteration 242Q (69476.810000 sec): 3 clusters
  Score: Raw -2808281.008612 + Penalty 3310.006643 = -2804971.001969
  nChanged 27
		SP:Iteration 243Q (69477.150000 sec): 3 clusters
  Score: Raw -2808286.555410 + Penalty 3310.006643 = -2804976.548766
  nChanged 27
		SP:Iteration 244Q (69477.460000 sec): 3 clusters
  Score: Raw -2808292.341945 + Penalty 3310.006643 = -2804982.335302
  nChanged 26
		SP:Iteration 245Q (69477.730000 sec): 3 clusters
  Score: Raw -2808297.855645 + Penalty 3310.006643 = -2804987.849002
  nChanged 24
		SP:Iteration 246Q (69478.090000 sec): 3 clusters
  Score: Raw -2808302.225935 + Penalty 3310.006643 = -2804992.219292
  nChanged 29
		SP:Iteration 247Q (69478.390000 sec): 3 clusters
  Score: Raw -2808309.663501 + Penalty 3310.006643 = -2804999.656858
  nChanged 33
		SP:Iteration 248Q (69478.700000 sec): 3 clusters
  Score: Raw -2808316.650617 + Penalty 3310.006643 = -2805006.643974
  nChanged 27
		SP:Iteration 249Q (69479.030000 sec): 3 clusters
  Score: Raw -2808321.673767 + Penalty 3310.006643 = -2805011.667123
  nChanged 25
		SP:Iteration 250Q (69479.400000 sec): 3 clusters
  Score: Raw -2808326.524404 + Penalty 3310.006643 = -2805016.517761
  nChanged 30
		SP:Iteration 251Q (69479.720000 sec): 3 clusters
  Score: Raw -2808331.673700 + Penalty 3310.006643 = -2805021.667056
  nChanged 23
		SP:Iteration 252Q (69480.040000 sec): 3 clusters
  Score: Raw -2808336.037337 + Penalty 3310.006643 = -2805026.030693
  nChanged 23
		SP:Iteration 253Q (69480.320000 sec): 3 clusters
  Score: Raw -2808340.585147 + Penalty 3310.006643 = -2805030.578504
  nChanged 22
		SP:Iteration 254Q (69480.710000 sec): 3 clusters
  Score: Raw -2808345.398824 + Penalty 3310.006643 = -2805035.392181
  nChanged 23
		SP:Iteration 255Q (69481.050000 sec): 3 clusters
  Score: Raw -2808350.959216 + Penalty 3310.006643 = -2805040.952573
  nChanged 22
		SP:Iteration 256Q (69481.410000 sec): 3 clusters
  Score: Raw -2808354.530345 + Penalty 3310.006643 = -2805044.523701
  nChanged 18
		SP:Iteration 257Q (69481.730000 sec): 3 clusters
  Score: Raw -2808357.867410 + Penalty 3310.006643 = -2805047.860766
  nChanged 22
		SP:Iteration 258Q (69481.980000 sec): 3 clusters
  Score: Raw -2808362.218321 + Penalty 3310.006643 = -2805052.211678
  nChanged 25
		SP:Iteration 259Q (69482.310000 sec): 3 clusters
  Score: Raw -2808367.515151 + Penalty 3310.006643 = -2805057.508507
  nChanged 20
		SP:Iteration 260F (69482.650000 sec): 3 clusters
  Score: Raw -2808371.824692 + Penalty 3310.006643 = -2805061.818048
  nChanged 16
		SP:Iteration 261Q (69483.000000 sec): 3 clusters
  Score: Raw -2808374.811474 + Penalty 3310.006643 = -2805064.804830
  nChanged 18
		SP:Iteration 262Q (69483.360000 sec): 3 clusters
  Score: Raw -2808378.585535 + Penalty 3310.006643 = -2805068.578892
  nChanged 27
		SP:Iteration 263Q (69483.700000 sec): 3 clusters
  Score: Raw -2808385.717323 + Penalty 3310.006643 = -2805075.710679
  nChanged 31
		SP:Iteration 264Q (69484.060000 sec): 3 clusters
  Score: Raw -2808393.807909 + Penalty 3310.006643 = -2805083.801266
  nChanged 19
		SP:Iteration 265Q (69484.310000 sec): 3 clusters
  Score: Raw -2808397.796562 + Penalty 3310.006643 = -2805087.789918
  nChanged 20
		SP:Iteration 266Q (69484.590000 sec): 3 clusters
  Score: Raw -2808402.454612 + Penalty 3310.006643 = -2805092.447969
  nChanged 19
		SP:Iteration 267Q (69484.870000 sec): 3 clusters
  Score: Raw -2808406.568599 + Penalty 3310.006643 = -2805096.561956
  nChanged 21
		SP:Iteration 268Q (69485.140000 sec): 3 clusters
  Score: Raw -2808411.759408 + Penalty 3310.006643 = -2805101.752764
  nChanged 18
		SP:Iteration 269Q (69485.400000 sec): 3 clusters
  Score: Raw -2808415.930723 + Penalty 3310.006643 = -2805105.924079
  nChanged 17
		SP:Iteration 270Q (69485.750000 sec): 3 clusters
  Score: Raw -2808419.986026 + Penalty 3310.006643 = -2805109.979382
  nChanged 13
		SP:Iteration 271Q (69486.020000 sec): 3 clusters
  Score: Raw -2808423.062961 + Penalty 3310.006643 = -2805113.056318
  nChanged 15
		SP:Iteration 272Q (69486.290000 sec): 3 clusters
  Score: Raw -2808426.194954 + Penalty 3310.006643 = -2805116.188310
  nChanged 7
		SP:Iteration 273Q (69486.570000 sec): 3 clusters
  Score: Raw -2808427.255416 + Penalty 3310.006643 = -2805117.248773
  nChanged 4
		SP:Iteration 274Q (69486.900000 sec): 3 clusters
  Score: Raw -2808427.717329 + Penalty 3310.006643 = -2805117.710685
  nChanged 1
		SP:Iteration 275Q (69487.200000 sec): 3 clusters
  Score: Raw -2808427.801272 + Penalty 3310.006643 = -2805117.794629
  nChanged 0
		SP:Iteration 276F (69487.530000 sec): 3 clusters
  Score: Raw -2808427.801272 + Penalty 3310.006643 = -2805117.794629
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69487.620000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69487.850000 sec): 3 clusters
  Score: Raw -55593.357303 + Penalty 2015.165482 = -53578.191821
  nChanged 113
		SP:Iteration 1F (69488.000000 sec): 3 clusters
  Score: Raw -55738.781683 + Penalty 2015.165482 = -53723.616202
  nChanged 29
		SP:Iteration 2F (69488.150000 sec): 3 clusters
  Score: Raw -55791.905618 + Penalty 2015.165482 = -53776.740136
  nChanged 15
		SP:Iteration 3Q (69488.310000 sec): 3 clusters
  Score: Raw -55831.211678 + Penalty 2015.165482 = -53816.046196
  nChanged 9
		SP:Iteration 4Q (69488.450000 sec): 3 clusters
  Score: Raw -55849.590942 + Penalty 2015.165482 = -53834.425460
  nChanged 7
		SP:Iteration 5Q (69488.650000 sec): 3 clusters
  Score: Raw -55863.712666 + Penalty 2015.165482 = -53848.547185
  nChanged 6
		SP:Iteration 6Q (69488.800000 sec): 3 clusters
  Score: Raw -55875.059560 + Penalty 2015.165482 = -53859.894078
  nChanged 3
		SP:Iteration 7Q (69488.980000 sec): 3 clusters
  Score: Raw -55887.142381 + Penalty 2015.165482 = -53871.976899
  nChanged 7
		SP:Iteration 8Q (69489.180000 sec): 3 clusters
  Score: Raw -55907.883786 + Penalty 2015.165482 = -53892.718305
  nChanged 4
		SP:Iteration 9Q (69489.350000 sec): 3 clusters
  Score: Raw -55914.063611 + Penalty 2015.165482 = -53898.898130
  nChanged 1
		SP:Iteration 10Q (69489.530000 sec): 3 clusters
  Score: Raw -55919.108613 + Penalty 2015.165482 = -53903.943131
  nChanged 2
		SP:Iteration 11Q (69489.730000 sec): 3 clusters
  Score: Raw -55921.955602 + Penalty 2015.165482 = -53906.790121
  nChanged 3
		SP:Iteration 12Q (69489.900000 sec): 3 clusters
  Score: Raw -55924.929767 + Penalty 2015.165482 = -53909.764285
  nChanged 3
		SP:Iteration 13Q (69490.040000 sec): 3 clusters
  Score: Raw -55931.291505 + Penalty 2015.165482 = -53916.126023
  nChanged 5
		SP:Iteration 14Q (69490.210000 sec): 3 clusters
  Score: Raw -55940.385823 + Penalty 2015.165482 = -53925.220341
  nChanged 5
		SP:Iteration 15Q (69490.390000 sec): 3 clusters
  Score: Raw -55949.450551 + Penalty 2015.165482 = -53934.285069
  nChanged 5
		SP:Iteration 16Q (69490.580000 sec): 3 clusters
  Score: Raw -55957.216345 + Penalty 2015.165482 = -53942.050863
  nChanged 4
		SP:Iteration 17Q (69490.810000 sec): 3 clusters
  Score: Raw -55964.459270 + Penalty 2015.165482 = -53949.293789
  nChanged 1
		SP:Iteration 18Q (69490.950000 sec): 3 clusters
  Score: Raw -55966.254128 + Penalty 2015.165482 = -53951.088647
  nChanged 1
		SP:Iteration 19Q (69491.090000 sec): 3 clusters
  Score: Raw -55967.164021 + Penalty 2015.165482 = -53951.998539
  nChanged 0
		SP:Iteration 20F (69491.320000 sec): 3 clusters
  Score: Raw -55967.164021 + Penalty 2015.165482 = -53951.998539
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69491.450000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69491.630000 sec): 3 clusters
  Score: Raw -48682.518102 + Penalty 1948.846929 = -46733.671173
  nChanged 81
		SP:Iteration 1F (69491.870000 sec): 3 clusters
  Score: Raw -48808.611145 + Penalty 1948.846929 = -46859.764216
  nChanged 25
		SP:Iteration 2F (69492.080000 sec): 3 clusters
  Score: Raw -48843.918366 + Penalty 1948.846929 = -46895.071437
  nChanged 9
		SP:Iteration 3Q (69492.310000 sec): 3 clusters
  Score: Raw -48863.506166 + Penalty 1948.846929 = -46914.659238
  nChanged 6
		SP:Iteration 4Q (69492.550000 sec): 3 clusters
  Score: Raw -48873.719746 + Penalty 1948.846929 = -46924.872817
  nChanged 4
		SP:Iteration 5Q (69492.730000 sec): 3 clusters
  Score: Raw -48877.117337 + Penalty 1948.846929 = -46928.270408
  nChanged 3
		SP:Iteration 6Q (69492.910000 sec): 3 clusters
  Score: Raw -48881.486569 + Penalty 1948.846929 = -46932.639641
  nChanged 3
		SP:Iteration 7Q (69493.070000 sec): 3 clusters
  Score: Raw -48884.561862 + Penalty 1948.846929 = -46935.714933
  nChanged 1
		SP:Iteration 8Q (69493.260000 sec): 3 clusters
  Score: Raw -48885.578669 + Penalty 1948.846929 = -46936.731740
  nChanged 1
		SP:Iteration 9Q (69493.440000 sec): 3 clusters
  Score: Raw -48886.509232 + Penalty 1948.846929 = -46937.662303
  nChanged 1
		SP:Iteration 10Q (69493.600000 sec): 3 clusters
  Score: Raw -48888.409914 + Penalty 1948.846929 = -46939.562985
  nChanged 2
		SP:Iteration 11Q (69493.780000 sec): 3 clusters
  Score: Raw -48890.266501 + Penalty 1948.846929 = -46941.419572
  nChanged 0
		SP:Iteration 12F (69493.940000 sec): 3 clusters
  Score: Raw -48890.266501 + Penalty 1948.846929 = -46941.419572
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (335233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69495.420000 sec): 2 clusters
  Score: Raw -38087372.700544 + Penalty 2067.419427 = -38085305.281117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69497.150000 sec): 3 clusters
  Score: Raw -37863005.102821 + Penalty 4134.838855 = -37858870.263966
  nChanged 163403
		SP:Iteration 1F (69498.770000 sec): 3 clusters
  Score: Raw -37964948.983947 + Penalty 4134.838855 = -37960814.145092
  nChanged 12149
		SP:Iteration 2Q (69500.460000 sec): 3 clusters
  Score: Raw -37968893.402312 + Penalty 4134.838855 = -37964758.563457
  nChanged 13588
		SP:Iteration 3Q (69502.210000 sec): 3 clusters
  Score: Raw -37973908.431377 + Penalty 4134.838855 = -37969773.592522
  nChanged 15265
		SP:Iteration 4Q (69503.870000 sec): 3 clusters
  Score: Raw -37980319.160879 + Penalty 4134.838855 = -37976184.322025
  nChanged 17066
		SP:Iteration 5F (69505.470000 sec): 3 clusters
  Score: Raw -37988340.295538 + Penalty 4134.838855 = -37984205.456683
  nChanged 18451
		SP:Iteration 6F (69507.180000 sec): 3 clusters
  Score: Raw -37998394.590988 + Penalty 4134.838855 = -37994259.752133
  nChanged 19204
		SP:Iteration 7F (69508.890000 sec): 3 clusters
  Score: Raw -38009993.459645 + Penalty 4134.838855 = -38005858.620790
  nChanged 18747
		SP:Iteration 8F (69510.680000 sec): 3 clusters
  Score: Raw -38021422.768539 + Penalty 4134.838855 = -38017287.929684
  nChanged 16572
		SP:Iteration 9Q (69512.380000 sec): 3 clusters
  Score: Raw -38030453.383044 + Penalty 4134.838855 = -38026318.544189
  nChanged 13109
		SP:Iteration 10Q (69514.050000 sec): 3 clusters
  Score: Raw -38036233.278418 + Penalty 4134.838855 = -38032098.439564
  nChanged 9861
		SP:Iteration 11Q (69515.780000 sec): 3 clusters
  Score: Raw -38039683.186324 + Penalty 4134.838855 = -38035548.347469
  nChanged 7735
		SP:Iteration 12Q (69517.570000 sec): 3 clusters
  Score: Raw -38042231.036911 + Penalty 4134.838855 = -38038096.198056
  nChanged 6926
		SP:Iteration 13Q (69519.330000 sec): 3 clusters
  Score: Raw -38044583.808506 + Penalty 4134.838855 = -38040448.969651
  nChanged 6956
		SP:Iteration 14Q (69521.140000 sec): 3 clusters
  Score: Raw -38047115.946376 + Penalty 4134.838855 = -38042981.107521
  nChanged 7223
		SP:Iteration 15Q (69522.900000 sec): 3 clusters
  Score: Raw -38049959.403886 + Penalty 4134.838855 = -38045824.565031
  nChanged 7343
		SP:Iteration 16Q (69524.710000 sec): 3 clusters
  Score: Raw -38053096.576877 + Penalty 4134.838855 = -38048961.738023
  nChanged 7606
		SP:Iteration 17Q (69526.510000 sec): 3 clusters
  Score: Raw -38056616.706195 + Penalty 4134.838855 = -38052481.867340
  nChanged 7582
		SP:Iteration 18Q (69528.190000 sec): 3 clusters
  Score: Raw -38060415.981354 + Penalty 4134.838855 = -38056281.142499
  nChanged 7693
		SP:Iteration 19Q (69529.770000 sec): 3 clusters
  Score: Raw -38064665.132049 + Penalty 4134.838855 = -38060530.293194
  nChanged 7416
		SP:Iteration 20F (69531.480000 sec): 3 clusters
  Score: Raw -38069033.546578 + Penalty 4134.838855 = -38064898.707723
  nChanged 6798
		SP:Iteration 21Q (69533.040000 sec): 3 clusters
  Score: Raw -38073285.159030 + Penalty 4134.838855 = -38069150.320175
  nChanged 6077
		SP:Iteration 22Q (69534.400000 sec): 3 clusters
  Score: Raw -38077284.338543 + Penalty 4134.838855 = -38073149.499688
  nChanged 5093
		SP:Iteration 23Q (69535.740000 sec): 3 clusters
  Score: Raw -38080639.320003 + Penalty 4134.838855 = -38076504.481148
  nChanged 3959
		SP:Iteration 24Q (69537.140000 sec): 3 clusters
  Score: Raw -38083177.817363 + Penalty 4134.838855 = -38079042.978508
  nChanged 2987
		SP:Iteration 25Q (69538.540000 sec): 3 clusters
  Score: Raw -38085025.297051 + Penalty 4134.838855 = -38080890.458196
  nChanged 2187
		SP:Iteration 26Q (69540.040000 sec): 3 clusters
  Score: Raw -38086329.387703 + Penalty 4134.838855 = -38082194.548848
  nChanged 1528
		SP:Iteration 27Q (69541.460000 sec): 3 clusters
  Score: Raw -38087158.107899 + Penalty 4134.838855 = -38083023.269044
  nChanged 1026
		SP:Iteration 28Q (69542.910000 sec): 3 clusters
  Score: Raw -38087650.125555 + Penalty 4134.838855 = -38083515.286700
  nChanged 684
		SP:Iteration 29Q (69544.440000 sec): 3 clusters
  Score: Raw -38087924.586542 + Penalty 4134.838855 = -38083789.747687
  nChanged 464
		SP:Iteration 30Q (69545.990000 sec): 3 clusters
  Score: Raw -38088083.872672 + Penalty 4134.838855 = -38083949.033817
  nChanged 351
		SP:Iteration 31Q (69547.490000 sec): 3 clusters
  Score: Raw -38088201.789434 + Penalty 4134.838855 = -38084066.950579
  nChanged 266
		SP:Iteration 32Q (69548.910000 sec): 3 clusters
  Score: Raw -38088277.534712 + Penalty 4134.838855 = -38084142.695857
  nChanged 191
		SP:Iteration 33Q (69550.420000 sec): 3 clusters
  Score: Raw -38088325.171272 + Penalty 4134.838855 = -38084190.332417
  nChanged 146
		SP:Iteration 34Q (69551.940000 sec): 3 clusters
  Score: Raw -38088358.113467 + Penalty 4134.838855 = -38084223.274612
  nChanged 111
		SP:Iteration 35Q (69553.390000 sec): 3 clusters
  Score: Raw -38088378.084320 + Penalty 4134.838855 = -38084243.245465
  nChanged 78
		SP:Iteration 36Q (69554.750000 sec): 3 clusters
  Score: Raw -38088393.011320 + Penalty 4134.838855 = -38084258.172466
  nChanged 65
		SP:Iteration 37Q (69556.160000 sec): 3 clusters
  Score: Raw -38088404.114146 + Penalty 4134.838855 = -38084269.275292
  nChanged 46
		SP:Iteration 38Q (69557.560000 sec): 3 clusters
  Score: Raw -38088411.176242 + Penalty 4134.838855 = -38084276.337387
  nChanged 44
		SP:Iteration 39Q (69559.220000 sec): 3 clusters
  Score: Raw -38088418.236938 + Penalty 4134.838855 = -38084283.398084
  nChanged 51
		SP:Iteration 40F (69560.910000 sec): 3 clusters
  Score: Raw -38088428.585966 + Penalty 4134.838855 = -38084293.747111
  nChanged 44
		SP:Iteration 41Q (69562.410000 sec): 3 clusters
  Score: Raw -38088436.692058 + Penalty 4134.838855 = -38084301.853203
  nChanged 36
		SP:Iteration 42Q (69563.910000 sec): 3 clusters
  Score: Raw -38088441.580847 + Penalty 4134.838855 = -38084306.741992
  nChanged 25
		SP:Iteration 43Q (69565.330000 sec): 3 clusters
  Score: Raw -38088444.709090 + Penalty 4134.838855 = -38084309.870235
  nChanged 14
		SP:Iteration 44Q (69566.830000 sec): 3 clusters
  Score: Raw -38088446.431680 + Penalty 4134.838855 = -38084311.592825
  nChanged 11
		SP:Iteration 45Q (69568.340000 sec): 3 clusters
  Score: Raw -38088447.778277 + Penalty 4134.838855 = -38084312.939422
  nChanged 10
		SP:Iteration 46Q (69569.850000 sec): 3 clusters
  Score: Raw -38088448.791425 + Penalty 4134.838855 = -38084313.952570
  nChanged 10
		SP:Iteration 47Q (69571.250000 sec): 3 clusters
  Score: Raw -38088450.103410 + Penalty 4134.838855 = -38084315.264555
  nChanged 7
		SP:Iteration 48Q (69572.700000 sec): 3 clusters
  Score: Raw -38088450.735380 + Penalty 4134.838855 = -38084315.896525
  nChanged 7
		SP:Iteration 49Q (69574.250000 sec): 3 clusters
  Score: Raw -38088451.394384 + Penalty 4134.838855 = -38084316.555529
  nChanged 5
		SP:Iteration 50Q (69575.720000 sec): 3 clusters
  Score: Raw -38088451.856725 + Penalty 4134.838855 = -38084317.017870
  nChanged 4
		SP:Iteration 51Q (69577.210000 sec): 3 clusters
  Score: Raw -38088452.390803 + Penalty 4134.838855 = -38084317.551948
  nChanged 3
		SP:Iteration 52Q (69578.740000 sec): 3 clusters
  Score: Raw -38088452.603207 + Penalty 4134.838855 = -38084317.764353
  nChanged 4
		SP:Iteration 53Q (69580.230000 sec): 3 clusters
  Score: Raw -38088453.058151 + Penalty 4134.838855 = -38084318.219296
  nChanged 6
		SP:Iteration 54Q (69581.720000 sec): 3 clusters
  Score: Raw -38088453.600800 + Penalty 4134.838855 = -38084318.761945
  nChanged 5
		SP:Iteration 55Q (69583.240000 sec): 3 clusters
  Score: Raw -38088454.066975 + Penalty 4134.838855 = -38084319.228121
  nChanged 6
		SP:Iteration 56Q (69584.810000 sec): 3 clusters
  Score: Raw -38088455.378774 + Penalty 4134.838855 = -38084320.539919
  nChanged 9
		SP:Iteration 57Q (69586.190000 sec): 3 clusters
  Score: Raw -38088456.845038 + Penalty 4134.838855 = -38084322.006183
  nChanged 14
		SP:Iteration 58Q (69587.570000 sec): 3 clusters
  Score: Raw -38088458.643499 + Penalty 4134.838855 = -38084323.804644
  nChanged 14
		SP:Iteration 59Q (69588.890000 sec): 3 clusters
  Score: Raw -38088460.088863 + Penalty 4134.838855 = -38084325.250008
  nChanged 7
		SP:Iteration 60F (69590.370000 sec): 3 clusters
  Score: Raw -38088461.042951 + Penalty 4134.838855 = -38084326.204096
  nChanged 7
		SP:Iteration 61Q (69591.630000 sec): 3 clusters
  Score: Raw -38088462.003723 + Penalty 4134.838855 = -38084327.164868
  nChanged 6
		SP:Iteration 62Q (69592.970000 sec): 3 clusters
  Score: Raw -38088462.380280 + Penalty 4134.838855 = -38084327.541426
  nChanged 4
		SP:Iteration 63Q (69594.330000 sec): 3 clusters
  Score: Raw -38088462.792971 + Penalty 4134.838855 = -38084327.954116
  nChanged 7
		SP:Iteration 64Q (69595.780000 sec): 3 clusters
  Score: Raw -38088463.738795 + Penalty 4134.838855 = -38084328.899941
  nChanged 10
		SP:Iteration 65Q (69597.200000 sec): 3 clusters
  Score: Raw -38088464.718302 + Penalty 4134.838855 = -38084329.879447
  nChanged 7
		SP:Iteration 66Q (69598.680000 sec): 3 clusters
  Score: Raw -38088465.529229 + Penalty 4134.838855 = -38084330.690374
  nChanged 8
		SP:Iteration 67Q (69600.190000 sec): 3 clusters
  Score: Raw -38088466.252870 + Penalty 4134.838855 = -38084331.414015
  nChanged 10
		SP:Iteration 68Q (69601.650000 sec): 3 clusters
  Score: Raw -38088467.275578 + Penalty 4134.838855 = -38084332.436723
  nChanged 7
		SP:Iteration 69Q (69603.070000 sec): 3 clusters
  Score: Raw -38088468.304260 + Penalty 4134.838855 = -38084333.465405
  nChanged 4
		SP:Iteration 70Q (69604.450000 sec): 3 clusters
  Score: Raw -38088468.680552 + Penalty 4134.838855 = -38084333.841698
  nChanged 1
		SP:Iteration 71Q (69605.890000 sec): 3 clusters
  Score: Raw -38088468.869744 + Penalty 4134.838855 = -38084334.030889
  nChanged 1
		SP:Iteration 72Q (69607.340000 sec): 3 clusters
  Score: Raw -38088468.951766 + Penalty 4134.838855 = -38084334.112911
  nChanged 0
		SP:Iteration 73F (69608.970000 sec): 3 clusters
  Score: Raw -38088468.951766 + Penalty 4134.838855 = -38084334.112911
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (75600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69609.520000 sec): 2 clusters
  Score: Raw -8384507.253206 + Penalty 1825.396879 = -8382681.856327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69610.080000 sec): 3 clusters
  Score: Raw -8335827.684567 + Penalty 3650.793758 = -8332176.890810
  nChanged 36079
		SP:Iteration 1F (69610.650000 sec): 3 clusters
  Score: Raw -8357772.013294 + Penalty 3650.793758 = -8354121.219537
  nChanged 4219
		SP:Iteration 2F (69611.180000 sec): 3 clusters
  Score: Raw -8359878.826331 + Penalty 3650.793758 = -8356228.032573
  nChanged 5295
		SP:Iteration 3F (69611.780000 sec): 3 clusters
  Score: Raw -8363172.264266 + Penalty 3650.793758 = -8359521.470508
  nChanged 5994
		SP:Iteration 4F (69612.350000 sec): 3 clusters
  Score: Raw -8367547.612104 + Penalty 3650.793758 = -8363896.818346
  nChanged 5890
		SP:Iteration 5F (69612.860000 sec): 3 clusters
  Score: Raw -8372255.065767 + Penalty 3650.793758 = -8368604.272009
  nChanged 4788
		SP:Iteration 6F (69613.380000 sec): 3 clusters
  Score: Raw -8376548.696556 + Penalty 3650.793758 = -8372897.902798
  nChanged 3436
		SP:Iteration 7Q (69614.010000 sec): 3 clusters
  Score: Raw -8379764.128115 + Penalty 3650.793758 = -8376113.334358
  nChanged 2340
		SP:Iteration 8Q (69614.640000 sec): 3 clusters
  Score: Raw -8381350.865187 + Penalty 3650.793758 = -8377700.071429
  nChanged 1512
		SP:Iteration 9Q (69615.140000 sec): 3 clusters
  Score: Raw -8382016.759091 + Penalty 3650.793758 = -8378365.965334
  nChanged 932
		SP:Iteration 10Q (69615.720000 sec): 3 clusters
  Score: Raw -8382344.744676 + Penalty 3650.793758 = -8378693.950919
  nChanged 740
		SP:Iteration 11Q (69616.270000 sec): 3 clusters
  Score: Raw -8382569.828002 + Penalty 3650.793758 = -8378919.034244
  nChanged 625
		SP:Iteration 12Q (69616.810000 sec): 3 clusters
  Score: Raw -8382743.476727 + Penalty 3650.793758 = -8379092.682969
  nChanged 545
		SP:Iteration 13Q (69617.270000 sec): 3 clusters
  Score: Raw -8382885.571031 + Penalty 3650.793758 = -8379234.777273
  nChanged 494
		SP:Iteration 14Q (69617.930000 sec): 3 clusters
  Score: Raw -8383005.022355 + Penalty 3650.793758 = -8379354.228597
  nChanged 470
		SP:Iteration 15Q (69618.510000 sec): 3 clusters
  Score: Raw -8383108.388287 + Penalty 3650.793758 = -8379457.594529
  nChanged 440
		SP:Iteration 16Q (69619.090000 sec): 3 clusters
  Score: Raw -8383199.755678 + Penalty 3650.793758 = -8379548.961920
  nChanged 426
		SP:Iteration 17Q (69619.620000 sec): 3 clusters
  Score: Raw -8383295.144942 + Penalty 3650.793758 = -8379644.351184
  nChanged 432
		SP:Iteration 18Q (69620.140000 sec): 3 clusters
  Score: Raw -8383390.296432 + Penalty 3650.793758 = -8379739.502674
  nChanged 411
		SP:Iteration 19Q (69620.630000 sec): 3 clusters
  Score: Raw -8383481.450759 + Penalty 3650.793758 = -8379830.657002
  nChanged 415
		SP:Iteration 20F (69621.130000 sec): 3 clusters
  Score: Raw -8383575.433152 + Penalty 3650.793758 = -8379924.639394
  nChanged 372
		SP:Iteration 21Q (69621.720000 sec): 3 clusters
  Score: Raw -8383656.838745 + Penalty 3650.793758 = -8380006.044987
  nChanged 359
		SP:Iteration 22Q (69622.290000 sec): 3 clusters
  Score: Raw -8383731.694209 + Penalty 3650.793758 = -8380080.900451
  nChanged 341
		SP:Iteration 23Q (69622.840000 sec): 3 clusters
  Score: Raw -8383809.297701 + Penalty 3650.793758 = -8380158.503943
  nChanged 348
		SP:Iteration 24Q (69623.420000 sec): 3 clusters
  Score: Raw -8383893.609856 + Penalty 3650.793758 = -8380242.816099
  nChanged 358
		SP:Iteration 25Q (69624.030000 sec): 3 clusters
  Score: Raw -8383989.256974 + Penalty 3650.793758 = -8380338.463217
  nChanged 354
		SP:Iteration 26Q (69624.630000 sec): 3 clusters
  Score: Raw -8384086.164406 + Penalty 3650.793758 = -8380435.370648
  nChanged 326
		SP:Iteration 27Q (69625.200000 sec): 3 clusters
  Score: Raw -8384174.469210 + Penalty 3650.793758 = -8380523.675452
  nChanged 302
		SP:Iteration 28Q (69625.770000 sec): 3 clusters
  Score: Raw -8384248.814015 + Penalty 3650.793758 = -8380598.020257
  nChanged 268
		SP:Iteration 29Q (69626.280000 sec): 3 clusters
  Score: Raw -8384322.134726 + Penalty 3650.793758 = -8380671.340968
  nChanged 270
		SP:Iteration 30Q (69626.820000 sec): 3 clusters
  Score: Raw -8384394.428876 + Penalty 3650.793758 = -8380743.635118
  nChanged 262
		SP:Iteration 31Q (69627.370000 sec): 3 clusters
  Score: Raw -8384462.415180 + Penalty 3650.793758 = -8380811.621422
  nChanged 261
		SP:Iteration 32Q (69627.930000 sec): 3 clusters
  Score: Raw -8384532.966807 + Penalty 3650.793758 = -8380882.173049
  nChanged 235
		SP:Iteration 33Q (69628.440000 sec): 3 clusters
  Score: Raw -8384596.496244 + Penalty 3650.793758 = -8380945.702486
  nChanged 230
		SP:Iteration 34Q (69628.920000 sec): 3 clusters
  Score: Raw -8384661.844045 + Penalty 3650.793758 = -8381011.050287
  nChanged 233
		SP:Iteration 35Q (69629.460000 sec): 3 clusters
  Score: Raw -8384733.383253 + Penalty 3650.793758 = -8381082.589496
  nChanged 245
		SP:Iteration 36Q (69629.940000 sec): 3 clusters
  Score: Raw -8384813.274225 + Penalty 3650.793758 = -8381162.480467
  nChanged 203
		SP:Iteration 37Q (69630.420000 sec): 3 clusters
  Score: Raw -8384880.931727 + Penalty 3650.793758 = -8381230.137969
  nChanged 176
		SP:Iteration 38Q (69630.900000 sec): 3 clusters
  Score: Raw -8384935.059083 + Penalty 3650.793758 = -8381284.265325
  nChanged 152
		SP:Iteration 39Q (69631.370000 sec): 3 clusters
  Score: Raw -8384980.711111 + Penalty 3650.793758 = -8381329.917354
  nChanged 163
		SP:Iteration 40F (69631.870000 sec): 3 clusters
  Score: Raw -8385033.772111 + Penalty 3650.793758 = -8381382.978353
  nChanged 152
		SP:Iteration 41Q (69632.360000 sec): 3 clusters
  Score: Raw -8385079.717303 + Penalty 3650.793758 = -8381428.923545
  nChanged 125
		SP:Iteration 42Q (69632.850000 sec): 3 clusters
  Score: Raw -8385113.962683 + Penalty 3650.793758 = -8381463.168926
  nChanged 90
		SP:Iteration 43Q (69633.310000 sec): 3 clusters
  Score: Raw -8385139.267090 + Penalty 3650.793758 = -8381488.473333
  nChanged 87
		SP:Iteration 44Q (69633.790000 sec): 3 clusters
  Score: Raw -8385163.523240 + Penalty 3650.793758 = -8381512.729482
  nChanged 78
		SP:Iteration 45Q (69634.310000 sec): 3 clusters
  Score: Raw -8385183.879265 + Penalty 3650.793758 = -8381533.085507
  nChanged 70
		SP:Iteration 46Q (69634.890000 sec): 3 clusters
  Score: Raw -8385201.219891 + Penalty 3650.793758 = -8381550.426134
  nChanged 57
		SP:Iteration 47Q (69635.390000 sec): 3 clusters
  Score: Raw -8385214.060183 + Penalty 3650.793758 = -8381563.266426
  nChanged 43
		SP:Iteration 48Q (69635.970000 sec): 3 clusters
  Score: Raw -8385223.173467 + Penalty 3650.793758 = -8381572.379709
  nChanged 35
		SP:Iteration 49Q (69636.530000 sec): 3 clusters
  Score: Raw -8385229.965332 + Penalty 3650.793758 = -8381579.171575
  nChanged 34
		SP:Iteration 50Q (69637.060000 sec): 3 clusters
  Score: Raw -8385236.678953 + Penalty 3650.793758 = -8381585.885196
  nChanged 28
		SP:Iteration 51Q (69637.620000 sec): 3 clusters
  Score: Raw -8385242.655278 + Penalty 3650.793758 = -8381591.861520
  nChanged 27
		SP:Iteration 52Q (69638.160000 sec): 3 clusters
  Score: Raw -8385247.463733 + Penalty 3650.793758 = -8381596.669975
  nChanged 25
		SP:Iteration 53Q (69638.730000 sec): 3 clusters
  Score: Raw -8385253.229891 + Penalty 3650.793758 = -8381602.436133
  nChanged 25
		SP:Iteration 54Q (69639.240000 sec): 3 clusters
  Score: Raw -8385259.145954 + Penalty 3650.793758 = -8381608.352196
  nChanged 27
		SP:Iteration 55Q (69639.790000 sec): 3 clusters
  Score: Raw -8385263.651739 + Penalty 3650.793758 = -8381612.857981
  nChanged 20
		SP:Iteration 56Q (69640.360000 sec): 3 clusters
  Score: Raw -8385268.365121 + Penalty 3650.793758 = -8381617.571364
  nChanged 23
		SP:Iteration 57Q (69640.930000 sec): 3 clusters
  Score: Raw -8385274.019180 + Penalty 3650.793758 = -8381623.225422
  nChanged 29
		SP:Iteration 58Q (69641.430000 sec): 3 clusters
  Score: Raw -8385279.925752 + Penalty 3650.793758 = -8381629.131994
  nChanged 21
		SP:Iteration 59Q (69641.990000 sec): 3 clusters
  Score: Raw -8385283.197397 + Penalty 3650.793758 = -8381632.403639
  nChanged 15
		SP:Iteration 60F (69642.510000 sec): 3 clusters
  Score: Raw -8385285.474574 + Penalty 3650.793758 = -8381634.680816
  nChanged 9
		SP:Iteration 61Q (69643.030000 sec): 3 clusters
  Score: Raw -8385287.215034 + Penalty 3650.793758 = -8381636.421276
  nChanged 9
		SP:Iteration 62Q (69643.610000 sec): 3 clusters
  Score: Raw -8385288.737936 + Penalty 3650.793758 = -8381637.944178
  nChanged 7
		SP:Iteration 63Q (69644.170000 sec): 3 clusters
  Score: Raw -8385289.685777 + Penalty 3650.793758 = -8381638.892019
  nChanged 6
		SP:Iteration 64Q (69644.740000 sec): 3 clusters
  Score: Raw -8385290.633317 + Penalty 3650.793758 = -8381639.839559
  nChanged 5
		SP:Iteration 65Q (69645.270000 sec): 3 clusters
  Score: Raw -8385291.400007 + Penalty 3650.793758 = -8381640.606250
  nChanged 5
		SP:Iteration 66Q (69645.770000 sec): 3 clusters
  Score: Raw -8385291.976774 + Penalty 3650.793758 = -8381641.183016
  nChanged 1
		SP:Iteration 67Q (69646.300000 sec): 3 clusters
  Score: Raw -8385292.091633 + Penalty 3650.793758 = -8381641.297875
  nChanged 0
		SP:Iteration 68F (69646.920000 sec): 3 clusters
  Score: Raw -8385292.091633 + Penalty 3650.793758 = -8381641.297875
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69647.050000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69647.250000 sec): 3 clusters
  Score: Raw -52505.444088 + Penalty 1991.941318 = -50513.502770
  nChanged 101
		SP:Iteration 1F (69647.420000 sec): 3 clusters
  Score: Raw -52644.854332 + Penalty 1991.941318 = -50652.913013
  nChanged 24
		SP:Iteration 2F (69647.650000 sec): 3 clusters
  Score: Raw -52693.458754 + Penalty 1991.941318 = -50701.517435
  nChanged 13
		SP:Iteration 3Q (69647.870000 sec): 3 clusters
  Score: Raw -52721.408887 + Penalty 1991.941318 = -50729.467568
  nChanged 7
		SP:Iteration 4Q (69648.080000 sec): 3 clusters
  Score: Raw -52738.068058 + Penalty 1991.941318 = -50746.126739
  nChanged 8
		SP:Iteration 5Q (69648.300000 sec): 3 clusters
  Score: Raw -52755.708625 + Penalty 1991.941318 = -50763.767307
  nChanged 10
		SP:Iteration 6Q (69648.460000 sec): 3 clusters
  Score: Raw -52775.625339 + Penalty 1991.941318 = -50783.684021
  nChanged 7
		SP:Iteration 7Q (69648.660000 sec): 3 clusters
  Score: Raw -52795.035225 + Penalty 1991.941318 = -50803.093907
  nChanged 7
		SP:Iteration 8Q (69648.900000 sec): 3 clusters
  Score: Raw -52810.932572 + Penalty 1991.941318 = -50818.991254
  nChanged 4
		SP:Iteration 9Q (69649.060000 sec): 3 clusters
  Score: Raw -52822.891510 + Penalty 1991.941318 = -50830.950192
  nChanged 4
		SP:Iteration 10Q (69649.220000 sec): 3 clusters
  Score: Raw -52829.745347 + Penalty 1991.941318 = -50837.804029
  nChanged 1
		SP:Iteration 11Q (69649.420000 sec): 3 clusters
  Score: Raw -52831.790657 + Penalty 1991.941318 = -50839.849339
  nChanged 1
		SP:Iteration 12Q (69649.580000 sec): 3 clusters
  Score: Raw -52832.978598 + Penalty 1991.941318 = -50841.037280
  nChanged 0
		SP:Iteration 13F (69649.740000 sec): 3 clusters
  Score: Raw -52832.978598 + Penalty 1991.941318 = -50841.037280
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69649.880000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69650.120000 sec): 3 clusters
  Score: Raw -29122.150862 + Penalty 1844.944986 = -27277.205876
  nChanged 56
		SP:Iteration 1F (69650.260000 sec): 3 clusters
  Score: Raw -29241.567675 + Penalty 1844.944986 = -27396.622690
  nChanged 18
		SP:Iteration 2F (69650.440000 sec): 3 clusters
  Score: Raw -29281.707545 + Penalty 1844.944986 = -27436.762559
  nChanged 5
		SP:Iteration 3Q (69650.580000 sec): 3 clusters
  Score: Raw -29294.024154 + Penalty 1844.944986 = -27449.079168
  nChanged 0
		SP:Iteration 4F (69650.770000 sec): 3 clusters
  Score: Raw -29294.024154 + Penalty 1844.944986 = -27449.079168
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69650.880000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69651.030000 sec): 3 clusters
  Score: Raw -12538.646049 + Penalty 1653.468809 = -10885.177240
  nChanged 35
		SP:Iteration 1F (69651.170000 sec): 3 clusters
  Score: Raw -12637.138552 + Penalty 1653.468809 = -10983.669743
  nChanged 6
		SP:Iteration 2Q (69651.350000 sec): 3 clusters
  Score: Raw -12660.219529 + Penalty 1653.468809 = -11006.750721
  nChanged 0
		SP:Iteration 3F (69651.520000 sec): 3 clusters
  Score: Raw -12660.219529 + Penalty 1653.468809 = -11006.750721
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69651.610000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69651.790000 sec): 3 clusters
  Score: Raw -61318.214011 + Penalty 2044.759970 = -59273.454041
  nChanged 119
		SP:Iteration 1F (69651.970000 sec): 3 clusters
  Score: Raw -61476.567140 + Penalty 2044.759970 = -59431.807170
  nChanged 47
		SP:Iteration 2F (69652.150000 sec): 3 clusters
  Score: Raw -61551.255593 + Penalty 2044.759970 = -59506.495622
  nChanged 17
		SP:Iteration 3Q (69652.280000 sec): 3 clusters
  Score: Raw -61593.953591 + Penalty 2044.759970 = -59549.193620
  nChanged 12
		SP:Iteration 4Q (69652.480000 sec): 3 clusters
  Score: Raw -61627.286172 + Penalty 2044.759970 = -59582.526201
  nChanged 17
		SP:Iteration 5Q (69652.620000 sec): 3 clusters
  Score: Raw -61669.194113 + Penalty 2044.759970 = -59624.434143
  nChanged 21
		SP:Iteration 6Q (69652.830000 sec): 3 clusters
  Score: Raw -61719.081569 + Penalty 2044.759970 = -59674.321599
  nChanged 12
		SP:Iteration 7Q (69652.980000 sec): 3 clusters
  Score: Raw -61755.399108 + Penalty 2044.759970 = -59710.639137
  nChanged 15
		SP:Iteration 8Q (69653.120000 sec): 3 clusters
  Score: Raw -61777.977398 + Penalty 2044.759970 = -59733.217428
  nChanged 7
		SP:Iteration 9Q (69653.270000 sec): 3 clusters
  Score: Raw -61799.183042 + Penalty 2044.759970 = -59754.423072
  nChanged 10
		SP:Iteration 10Q (69653.410000 sec): 3 clusters
  Score: Raw -61821.641363 + Penalty 2044.759970 = -59776.881393
  nChanged 16
		SP:Iteration 11Q (69653.550000 sec): 3 clusters
  Score: Raw -61850.553294 + Penalty 2044.759970 = -59805.793323
  nChanged 15
		SP:Iteration 12Q (69653.700000 sec): 3 clusters
  Score: Raw -61877.175416 + Penalty 2044.759970 = -59832.415445
  nChanged 14
		SP:Iteration 13Q (69653.860000 sec): 3 clusters
  Score: Raw -61905.594269 + Penalty 2044.759970 = -59860.834298
  nChanged 10
		SP:Iteration 14Q (69654.000000 sec): 3 clusters
  Score: Raw -61926.702908 + Penalty 2044.759970 = -59881.942938
  nChanged 7
		SP:Iteration 15Q (69654.150000 sec): 3 clusters
  Score: Raw -61944.307547 + Penalty 2044.759970 = -59899.547577
  nChanged 7
		SP:Iteration 16Q (69654.290000 sec): 3 clusters
  Score: Raw -61959.447791 + Penalty 2044.759970 = -59914.687820
  nChanged 11
		SP:Iteration 17Q (69654.430000 sec): 3 clusters
  Score: Raw -61984.110473 + Penalty 2044.759970 = -59939.350502
  nChanged 8
		SP:Iteration 18Q (69654.580000 sec): 3 clusters
  Score: Raw -62002.081664 + Penalty 2044.759970 = -59957.321694
  nChanged 4
		SP:Iteration 19Q (69654.720000 sec): 3 clusters
  Score: Raw -62009.077758 + Penalty 2044.759970 = -59964.317787
  nChanged 4
		SP:Iteration 20F (69654.870000 sec): 3 clusters
  Score: Raw -62023.840888 + Penalty 2044.759970 = -59979.080917
  nChanged 3
		SP:Iteration 21Q (69655.010000 sec): 3 clusters
  Score: Raw -62032.399243 + Penalty 2044.759970 = -59987.639273
  nChanged 5
		SP:Iteration 22Q (69655.150000 sec): 3 clusters
  Score: Raw -62043.048576 + Penalty 2044.759970 = -59998.288605
  nChanged 1
		SP:Iteration 23Q (69655.290000 sec): 3 clusters
  Score: Raw -62043.976327 + Penalty 2044.759970 = -59999.216356
  nChanged 0
		SP:Iteration 24F (69655.440000 sec): 3 clusters
  Score: Raw -62043.976327 + Penalty 2044.759970 = -59999.216356
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69655.570000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69655.720000 sec): 3 clusters
  Score: Raw -19351.676072 + Penalty 1726.791943 = -17624.884129
  nChanged 27
		SP:Iteration 1F (69655.860000 sec): 3 clusters
  Score: Raw -19468.169710 + Penalty 1726.791943 = -17741.377766
  nChanged 6
		SP:Iteration 2Q (69656.000000 sec): 3 clusters
  Score: Raw -19489.994789 + Penalty 1726.791943 = -17763.202846
  nChanged 2
		SP:Iteration 3Q (69656.140000 sec): 3 clusters
  Score: Raw -19496.755559 + Penalty 1726.791943 = -17769.963615
  nChanged 1
		SP:Iteration 4Q (69656.290000 sec): 3 clusters
  Score: Raw -19501.089097 + Penalty 1726.791943 = -17774.297154
  nChanged 0
		SP:Iteration 5F (69656.430000 sec): 3 clusters
  Score: Raw -19501.089097 + Penalty 1726.791943 = -17774.297154
  nChanged 0
Iteration 259Q (69745.740000 sec): 61 clusters
  Score: Raw -169115833.306494 + Penalty 138990.981670 = -168976842.324824
  nChanged 3676
Iteration 260F (69903.600000 sec): 61 clusters
  Score: Raw -169116599.296777 + Penalty 138990.981670 = -168977608.315107
  nChanged 2914
Iteration 261Q (69993.980000 sec): 61 clusters
  Score: Raw -169116898.904402 + Penalty 138990.981670 = -168977907.922732
  nChanged 2130
Iteration 262Q (70076.390000 sec): 61 clusters
  Score: Raw -169117051.587335 + Penalty 138990.981670 = -168978060.605665
  nChanged 1801
Iteration 263Q (70162.980000 sec): 61 clusters
  Score: Raw -169117176.578413 + Penalty 138990.981670 = -168978185.596743
  nChanged 1617
Iteration 264Q (70254.610000 sec): 61 clusters
  Score: Raw -169117293.516622 + Penalty 138990.981670 = -168978302.534952
  nChanged 1468
Iteration 265Q (70348.150000 sec): 61 clusters
  Score: Raw -169117400.575101 + Penalty 138990.981670 = -168978409.593431
  nChanged 1383
Iteration 266Q (70445.100000 sec): 61 clusters
  Score: Raw -169117491.301153 + Penalty 138990.981670 = -168978500.319483
  nChanged 1350
Iteration 267Q (70543.250000 sec): 61 clusters
  Score: Raw -169117572.998065 + Penalty 138990.981670 = -168978582.016395
  nChanged 1257
Iteration 268Q (70645.460000 sec): 61 clusters
  Score: Raw -169117639.378680 + Penalty 138990.981670 = -168978648.397009
  nChanged 1170
Iteration 269Q (70737.840000 sec): 61 clusters
  Score: Raw -169117698.639180 + Penalty 138990.981670 = -168978707.657510
  nChanged 1129
Iteration 270Q (70827.320000 sec): 61 clusters
  Score: Raw -169117750.001073 + Penalty 138990.981670 = -168978759.019403
  nChanged 1020
Iteration 271Q (70921.330000 sec): 61 clusters
  Score: Raw -169117796.169120 + Penalty 138990.981670 = -168978805.187450
  nChanged 959
Iteration 272Q (71020.010000 sec): 61 clusters
  Score: Raw -169117836.021797 + Penalty 138990.981670 = -168978845.040127
  nChanged 931
Iteration 273Q (71125.210000 sec): 61 clusters
  Score: Raw -169117873.458064 + Penalty 138990.981670 = -168978882.476394
  nChanged 906
Iteration 274Q (71214.850000 sec): 61 clusters
  Score: Raw -169117907.668266 + Penalty 138990.981670 = -168978916.686596
  nChanged 825
Iteration 275Q (71303.860000 sec): 61 clusters
  Score: Raw -169117937.817197 + Penalty 138990.981670 = -168978946.835527
  nChanged 729
Iteration 276Q (71396.780000 sec): 61 clusters
  Score: Raw -169117963.288956 + Penalty 138990.981670 = -168978972.307286
  nChanged 640
Iteration 277Q (71492.220000 sec): 61 clusters
  Score: Raw -169117986.242156 + Penalty 138990.981670 = -168978995.260485
  nChanged 637
Iteration 278Q (71589.590000 sec): 61 clusters
  Score: Raw -169118005.748473 + Penalty 138990.981670 = -168979014.766802
  nChanged 595
Iteration 279Q (71694.600000 sec): 61 clusters
  Score: Raw -169118023.225811 + Penalty 138990.981670 = -168979032.244141
  nChanged 540
Iteration 280F (71874.480000 sec): 61 clusters
  Score: Raw -169118040.050830 + Penalty 138990.981670 = -168979049.069160
  nChanged 508
Iteration 281Q (71980.910000 sec): 61 clusters
  Score: Raw -169118056.798324 + Penalty 138990.981670 = -168979065.816654
  nChanged 532
Iteration 282Q (72078.690000 sec): 61 clusters
  Score: Raw -169118075.948051 + Penalty 138990.981670 = -168979084.966381
  nChanged 499
Iteration 283Q (72168.990000 sec): 61 clusters
  Score: Raw -169118093.422936 + Penalty 138990.981670 = -168979102.441266
  nChanged 469
Iteration 284Q (72255.940000 sec): 61 clusters
  Score: Raw -169118109.392471 + Penalty 138990.981670 = -168979118.410801
  nChanged 446
Iteration 285Q (72342.230000 sec): 61 clusters
  Score: Raw -169118124.487411 + Penalty 138990.981670 = -168979133.505741
  nChanged 425
Iteration 286Q (72427.460000 sec): 61 clusters
  Score: Raw -169118137.861300 + Penalty 138990.981670 = -168979146.879630
  nChanged 432
Iteration 287Q (72520.170000 sec): 61 clusters
  Score: Raw -169118151.416399 + Penalty 138990.981670 = -168979160.434729
  nChanged 430
Iteration 288Q (72609.620000 sec): 61 clusters
  Score: Raw -169118164.887989 + Penalty 138990.981670 = -168979173.906318
  nChanged 395
Iteration 289Q (72702.610000 sec): 61 clusters
  Score: Raw -169118177.958152 + Penalty 138990.981670 = -168979186.976482
  nChanged 364
Iteration 290Q (72798.530000 sec): 61 clusters
  Score: Raw -169118188.574668 + Penalty 138990.981670 = -168979197.592998
  nChanged 336
Iteration 291Q (72891.000000 sec): 61 clusters
  Score: Raw -169118198.837203 + Penalty 138990.981670 = -168979207.855533
  nChanged 323
Iteration 292Q (72981.930000 sec): 61 clusters
  Score: Raw -169118208.342561 + Penalty 138990.981670 = -168979217.360891
  nChanged 303
Iteration 293Q (73069.740000 sec): 61 clusters
  Score: Raw -169118216.614371 + Penalty 138990.981670 = -168979225.632701
  nChanged 295
Iteration 294Q (73155.930000 sec): 61 clusters
  Score: Raw -169118224.053092 + Penalty 138990.981670 = -168979233.071422
  nChanged 308
Iteration 295Q (73240.690000 sec): 61 clusters
  Score: Raw -169118232.269026 + Penalty 138990.981670 = -168979241.287356
  nChanged 319
Iteration 296Q (73315.740000 sec): 61 clusters
  Score: Raw -169118240.423044 + Penalty 138990.981670 = -168979249.441374
  nChanged 320
Iteration 297Q (73403.690000 sec): 61 clusters
  Score: Raw -169118248.138647 + Penalty 138990.981670 = -168979257.156977
  nChanged 298
Iteration 298Q (73493.740000 sec): 61 clusters
  Score: Raw -169118255.985270 + Penalty 138990.981670 = -168979265.003600
  nChanged 295
Writing temp clu file 
Because OldScore, -168979257.156977, is greater than current (better) Score,-168979265.003600 
 Compute initial score before splitting:   Score: Raw -169118255.985270 + Penalty 138990.981670 = -168979265.003600
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (19252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73494.400000 sec): 2 clusters
  Score: Raw -2250844.548296 + Penalty 1603.122662 = -2249241.425634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73494.710000 sec): 3 clusters
  Score: Raw -2239329.918408 + Penalty 3206.245325 = -2236123.673084
  nChanged 8693
		SP:Iteration 1F (73495.010000 sec): 3 clusters
  Score: Raw -2244478.915005 + Penalty 3206.245325 = -2241272.669680
  nChanged 1489
		SP:Iteration 2F (73495.270000 sec): 3 clusters
  Score: Raw -2245527.539472 + Penalty 3206.245325 = -2242321.294147
  nChanged 1600
		SP:Iteration 3F (73495.610000 sec): 3 clusters
  Score: Raw -2246711.389306 + Penalty 3206.245325 = -2243505.143981
  nChanged 1535
		SP:Iteration 4F (73495.900000 sec): 3 clusters
  Score: Raw -2247743.866169 + Penalty 3206.245325 = -2244537.620844
  nChanged 1193
		SP:Iteration 5F (73496.220000 sec): 3 clusters
  Score: Raw -2248423.128175 + Penalty 3206.245325 = -2245216.882850
  nChanged 885
		SP:Iteration 6Q (73496.560000 sec): 3 clusters
  Score: Raw -2248880.652882 + Penalty 3206.245325 = -2245674.407557
  nChanged 719
		SP:Iteration 7Q (73496.890000 sec): 3 clusters
  Score: Raw -2249185.353632 + Penalty 3206.245325 = -2245979.108308
  nChanged 580
		SP:Iteration 8Q (73497.250000 sec): 3 clusters
  Score: Raw -2249433.082966 + Penalty 3206.245325 = -2246226.837641
  nChanged 489
		SP:Iteration 9Q (73497.580000 sec): 3 clusters
  Score: Raw -2249650.795499 + Penalty 3206.245325 = -2246444.550174
  nChanged 475
		SP:Iteration 10Q (73497.860000 sec): 3 clusters
  Score: Raw -2249840.990015 + Penalty 3206.245325 = -2246634.744691
  nChanged 391
		SP:Iteration 11Q (73498.160000 sec): 3 clusters
  Score: Raw -2249976.093198 + Penalty 3206.245325 = -2246769.847873
  nChanged 319
		SP:Iteration 12Q (73498.470000 sec): 3 clusters
  Score: Raw -2250083.208246 + Penalty 3206.245325 = -2246876.962921
  nChanged 300
		SP:Iteration 13Q (73498.760000 sec): 3 clusters
  Score: Raw -2250174.363674 + Penalty 3206.245325 = -2246968.118349
  nChanged 248
		SP:Iteration 14Q (73499.100000 sec): 3 clusters
  Score: Raw -2250246.681241 + Penalty 3206.245325 = -2247040.435916
  nChanged 220
		SP:Iteration 15Q (73499.410000 sec): 3 clusters
  Score: Raw -2250311.034322 + Penalty 3206.245325 = -2247104.788997
  nChanged 173
		SP:Iteration 16Q (73499.720000 sec): 3 clusters
  Score: Raw -2250350.289497 + Penalty 3206.245325 = -2247144.044172
  nChanged 137
		SP:Iteration 17Q (73499.990000 sec): 3 clusters
  Score: Raw -2250376.781032 + Penalty 3206.245325 = -2247170.535707
  nChanged 110
		SP:Iteration 18Q (73500.280000 sec): 3 clusters
  Score: Raw -2250398.260373 + Penalty 3206.245325 = -2247192.015048
  nChanged 107
		SP:Iteration 19Q (73500.540000 sec): 3 clusters
  Score: Raw -2250424.399676 + Penalty 3206.245325 = -2247218.154351
  nChanged 135
		SP:Iteration 20F (73500.810000 sec): 3 clusters
  Score: Raw -2250455.717982 + Penalty 3206.245325 = -2247249.472657
  nChanged 133
		SP:Iteration 21Q (73501.110000 sec): 3 clusters
  Score: Raw -2250491.753990 + Penalty 3206.245325 = -2247285.508665
  nChanged 116
		SP:Iteration 22Q (73501.400000 sec): 3 clusters
  Score: Raw -2250526.407885 + Penalty 3206.245325 = -2247320.162560
  nChanged 120
		SP:Iteration 23Q (73501.670000 sec): 3 clusters
  Score: Raw -2250561.167494 + Penalty 3206.245325 = -2247354.922169
  nChanged 125
		SP:Iteration 24Q (73501.930000 sec): 3 clusters
  Score: Raw -2250595.088145 + Penalty 3206.245325 = -2247388.842820
  nChanged 124
		SP:Iteration 25Q (73502.230000 sec): 3 clusters
  Score: Raw -2250629.363294 + Penalty 3206.245325 = -2247423.117970
  nChanged 123
		SP:Iteration 26Q (73502.450000 sec): 3 clusters
  Score: Raw -2250659.705980 + Penalty 3206.245325 = -2247453.460655
  nChanged 115
		SP:Iteration 27Q (73502.730000 sec): 3 clusters
  Score: Raw -2250688.548708 + Penalty 3206.245325 = -2247482.303383
  nChanged 113
		SP:Iteration 28Q (73503.040000 sec): 3 clusters
  Score: Raw -2250719.630839 + Penalty 3206.245325 = -2247513.385514
  nChanged 117
		SP:Iteration 29Q (73503.380000 sec): 3 clusters
  Score: Raw -2250749.965670 + Penalty 3206.245325 = -2247543.720345
  nChanged 114
		SP:Iteration 30Q (73503.690000 sec): 3 clusters
  Score: Raw -2250777.783335 + Penalty 3206.245325 = -2247571.538010
  nChanged 104
		SP:Iteration 31Q (73504.020000 sec): 3 clusters
  Score: Raw -2250805.991498 + Penalty 3206.245325 = -2247599.746173
  nChanged 107
		SP:Iteration 32Q (73504.250000 sec): 3 clusters
  Score: Raw -2250831.646094 + Penalty 3206.245325 = -2247625.400769
  nChanged 89
		SP:Iteration 33Q (73504.530000 sec): 3 clusters
  Score: Raw -2250850.604104 + Penalty 3206.245325 = -2247644.358779
  nChanged 73
		SP:Iteration 34Q (73504.820000 sec): 3 clusters
  Score: Raw -2250864.821420 + Penalty 3206.245325 = -2247658.576095
  nChanged 72
		SP:Iteration 35Q (73505.080000 sec): 3 clusters
  Score: Raw -2250878.565180 + Penalty 3206.245325 = -2247672.319855
  nChanged 62
		SP:Iteration 36Q (73505.470000 sec): 3 clusters
  Score: Raw -2250890.191019 + Penalty 3206.245325 = -2247683.945694
  nChanged 54
		SP:Iteration 37Q (73505.760000 sec): 3 clusters
  Score: Raw -2250899.774302 + Penalty 3206.245325 = -2247693.528977
  nChanged 50
		SP:Iteration 38Q (73506.140000 sec): 3 clusters
  Score: Raw -2250908.622187 + Penalty 3206.245325 = -2247702.376862
  nChanged 41
		SP:Iteration 39Q (73506.430000 sec): 3 clusters
  Score: Raw -2250916.029253 + Penalty 3206.245325 = -2247709.783928
  nChanged 39
		SP:Iteration 40F (73506.740000 sec): 3 clusters
  Score: Raw -2250921.513726 + Penalty 3206.245325 = -2247715.268401
  nChanged 36
		SP:Iteration 41Q (73507.080000 sec): 3 clusters
  Score: Raw -2250927.172144 + Penalty 3206.245325 = -2247720.926819
  nChanged 45
		SP:Iteration 42Q (73507.370000 sec): 3 clusters
  Score: Raw -2250934.420797 + Penalty 3206.245325 = -2247728.175472
  nChanged 43
		SP:Iteration 43Q (73507.680000 sec): 3 clusters
  Score: Raw -2250940.911825 + Penalty 3206.245325 = -2247734.666500
  nChanged 35
		SP:Iteration 44Q (73507.950000 sec): 3 clusters
  Score: Raw -2250946.538662 + Penalty 3206.245325 = -2247740.293337
  nChanged 35
		SP:Iteration 45Q (73508.230000 sec): 3 clusters
  Score: Raw -2250952.305970 + Penalty 3206.245325 = -2247746.060645
  nChanged 33
		SP:Iteration 46Q (73508.500000 sec): 3 clusters
  Score: Raw -2250957.730555 + Penalty 3206.245325 = -2247751.485230
  nChanged 27
		SP:Iteration 47Q (73508.880000 sec): 3 clusters
  Score: Raw -2250961.374873 + Penalty 3206.245325 = -2247755.129548
  nChanged 27
		SP:Iteration 48Q (73509.130000 sec): 3 clusters
  Score: Raw -2250965.188352 + Penalty 3206.245325 = -2247758.943027
  nChanged 31
		SP:Iteration 49Q (73509.360000 sec): 3 clusters
  Score: Raw -2250969.175784 + Penalty 3206.245325 = -2247762.930459
  nChanged 28
		SP:Iteration 50Q (73509.620000 sec): 3 clusters
  Score: Raw -2250973.704000 + Penalty 3206.245325 = -2247767.458675
  nChanged 27
		SP:Iteration 51Q (73509.860000 sec): 3 clusters
  Score: Raw -2250977.643035 + Penalty 3206.245325 = -2247771.397710
  nChanged 24
		SP:Iteration 52Q (73510.110000 sec): 3 clusters
  Score: Raw -2250980.345188 + Penalty 3206.245325 = -2247774.099864
  nChanged 25
		SP:Iteration 53Q (73510.380000 sec): 3 clusters
  Score: Raw -2250982.955765 + Penalty 3206.245325 = -2247776.710440
  nChanged 22
		SP:Iteration 54Q (73510.650000 sec): 3 clusters
  Score: Raw -2250985.655478 + Penalty 3206.245325 = -2247779.410153
  nChanged 19
		SP:Iteration 55Q (73510.940000 sec): 3 clusters
  Score: Raw -2250987.710063 + Penalty 3206.245325 = -2247781.464738
  nChanged 9
		SP:Iteration 56Q (73511.200000 sec): 3 clusters
  Score: Raw -2250988.812433 + Penalty 3206.245325 = -2247782.567108
  nChanged 10
		SP:Iteration 57Q (73511.490000 sec): 3 clusters
  Score: Raw -2250990.094420 + Penalty 3206.245325 = -2247783.849095
  nChanged 10
		SP:Iteration 58Q (73511.800000 sec): 3 clusters
  Score: Raw -2250991.975104 + Penalty 3206.245325 = -2247785.729779
  nChanged 14
		SP:Iteration 59Q (73512.030000 sec): 3 clusters
  Score: Raw -2250993.826138 + Penalty 3206.245325 = -2247787.580813
  nChanged 12
		SP:Iteration 60F (73512.270000 sec): 3 clusters
  Score: Raw -2250995.051653 + Penalty 3206.245325 = -2247788.806328
  nChanged 13
		SP:Iteration 61Q (73512.550000 sec): 3 clusters
  Score: Raw -2250997.107926 + Penalty 3206.245325 = -2247790.862601
  nChanged 22
		SP:Iteration 62Q (73512.860000 sec): 3 clusters
  Score: Raw -2251000.122780 + Penalty 3206.245325 = -2247793.877455
  nChanged 25
		SP:Iteration 63Q (73513.160000 sec): 3 clusters
  Score: Raw -2251004.016000 + Penalty 3206.245325 = -2247797.770675
  nChanged 29
		SP:Iteration 64Q (73513.420000 sec): 3 clusters
  Score: Raw -2251008.050705 + Penalty 3206.245325 = -2247801.805381
  nChanged 23
		SP:Iteration 65Q (73513.710000 sec): 3 clusters
  Score: Raw -2251011.145693 + Penalty 3206.245325 = -2247804.900368
  nChanged 22
		SP:Iteration 66Q (73513.950000 sec): 3 clusters
  Score: Raw -2251014.335249 + Penalty 3206.245325 = -2247808.089924
  nChanged 23
		SP:Iteration 67Q (73514.250000 sec): 3 clusters
  Score: Raw -2251017.788024 + Penalty 3206.245325 = -2247811.542699
  nChanged 22
		SP:Iteration 68Q (73514.500000 sec): 3 clusters
  Score: Raw -2251021.079696 + Penalty 3206.245325 = -2247814.834371
  nChanged 32
		SP:Iteration 69Q (73514.740000 sec): 3 clusters
  Score: Raw -2251026.114726 + Penalty 3206.245325 = -2247819.869401
  nChanged 30
		SP:Iteration 70Q (73515.020000 sec): 3 clusters
  Score: Raw -2251030.346394 + Penalty 3206.245325 = -2247824.101069
  nChanged 24
		SP:Iteration 71Q (73515.300000 sec): 3 clusters
  Score: Raw -2251033.532487 + Penalty 3206.245325 = -2247827.287162
  nChanged 16
		SP:Iteration 72Q (73515.610000 sec): 3 clusters
  Score: Raw -2251036.257687 + Penalty 3206.245325 = -2247830.012362
  nChanged 18
		SP:Iteration 73Q (73515.880000 sec): 3 clusters
  Score: Raw -2251039.402883 + Penalty 3206.245325 = -2247833.157558
  nChanged 21
		SP:Iteration 74Q (73516.160000 sec): 3 clusters
  Score: Raw -2251042.428364 + Penalty 3206.245325 = -2247836.183039
  nChanged 22
		SP:Iteration 75Q (73516.460000 sec): 3 clusters
  Score: Raw -2251045.657079 + Penalty 3206.245325 = -2247839.411754
  nChanged 24
		SP:Iteration 76Q (73516.810000 sec): 3 clusters
  Score: Raw -2251049.789385 + Penalty 3206.245325 = -2247843.544060
  nChanged 24
		SP:Iteration 77Q (73517.040000 sec): 3 clusters
  Score: Raw -2251054.697007 + Penalty 3206.245325 = -2247848.451683
  nChanged 27
		SP:Iteration 78Q (73517.360000 sec): 3 clusters
  Score: Raw -2251060.008600 + Penalty 3206.245325 = -2247853.763275
  nChanged 23
		SP:Iteration 79Q (73517.690000 sec): 3 clusters
  Score: Raw -2251063.716133 + Penalty 3206.245325 = -2247857.470809
  nChanged 21
		SP:Iteration 80F (73517.980000 sec): 3 clusters
  Score: Raw -2251066.485582 + Penalty 3206.245325 = -2247860.240257
  nChanged 18
		SP:Iteration 81Q (73518.240000 sec): 3 clusters
  Score: Raw -2251069.540788 + Penalty 3206.245325 = -2247863.295463
  nChanged 21
		SP:Iteration 82Q (73518.570000 sec): 3 clusters
  Score: Raw -2251072.504707 + Penalty 3206.245325 = -2247866.259382
  nChanged 15
		SP:Iteration 83Q (73518.870000 sec): 3 clusters
  Score: Raw -2251074.457815 + Penalty 3206.245325 = -2247868.212490
  nChanged 15
		SP:Iteration 84Q (73519.150000 sec): 3 clusters
  Score: Raw -2251075.961472 + Penalty 3206.245325 = -2247869.716147
  nChanged 15
		SP:Iteration 85Q (73519.500000 sec): 3 clusters
  Score: Raw -2251077.727164 + Penalty 3206.245325 = -2247871.481839
  nChanged 17
		SP:Iteration 86Q (73519.750000 sec): 3 clusters
  Score: Raw -2251080.945620 + Penalty 3206.245325 = -2247874.700295
  nChanged 26
		SP:Iteration 87Q (73520.070000 sec): 3 clusters
  Score: Raw -2251085.078312 + Penalty 3206.245325 = -2247878.832987
  nChanged 20
		SP:Iteration 88Q (73520.360000 sec): 3 clusters
  Score: Raw -2251088.207243 + Penalty 3206.245325 = -2247881.961918
  nChanged 31
		SP:Iteration 89Q (73520.670000 sec): 3 clusters
  Score: Raw -2251093.957714 + Penalty 3206.245325 = -2247887.712389
  nChanged 31
		SP:Iteration 90Q (73520.930000 sec): 3 clusters
  Score: Raw -2251100.546883 + Penalty 3206.245325 = -2247894.301558
  nChanged 23
		SP:Iteration 91Q (73521.200000 sec): 3 clusters
  Score: Raw -2251104.953494 + Penalty 3206.245325 = -2247898.708169
  nChanged 23
		SP:Iteration 92Q (73521.520000 sec): 3 clusters
  Score: Raw -2251108.542745 + Penalty 3206.245325 = -2247902.297420
  nChanged 28
		SP:Iteration 93Q (73521.800000 sec): 3 clusters
  Score: Raw -2251112.813608 + Penalty 3206.245325 = -2247906.568283
  nChanged 30
		SP:Iteration 94Q (73522.150000 sec): 3 clusters
  Score: Raw -2251118.217948 + Penalty 3206.245325 = -2247911.972623
  nChanged 28
		SP:Iteration 95Q (73522.420000 sec): 3 clusters
  Score: Raw -2251122.609010 + Penalty 3206.245325 = -2247916.363685
  nChanged 30
		SP:Iteration 96Q (73522.700000 sec): 3 clusters
  Score: Raw -2251127.376525 + Penalty 3206.245325 = -2247921.131200
  nChanged 23
		SP:Iteration 97Q (73523.010000 sec): 3 clusters
  Score: Raw -2251131.513335 + Penalty 3206.245325 = -2247925.268010
  nChanged 21
		SP:Iteration 98Q (73523.320000 sec): 3 clusters
  Score: Raw -2251134.310424 + Penalty 3206.245325 = -2247928.065099
  nChanged 12
		SP:Iteration 99Q (73523.620000 sec): 3 clusters
  Score: Raw -2251136.083488 + Penalty 3206.245325 = -2247929.838163
  nChanged 10
		SP:Iteration 100F (73523.880000 sec): 3 clusters
  Score: Raw -2251137.588592 + Penalty 3206.245325 = -2247931.343267
  nChanged 10
		SP:Iteration 101Q (73524.230000 sec): 3 clusters
  Score: Raw -2251139.159232 + Penalty 3206.245325 = -2247932.913907
  nChanged 12
		SP:Iteration 102Q (73524.530000 sec): 3 clusters
  Score: Raw -2251140.606717 + Penalty 3206.245325 = -2247934.361392
  nChanged 9
		SP:Iteration 103Q (73524.840000 sec): 3 clusters
  Score: Raw -2251141.938416 + Penalty 3206.245325 = -2247935.693091
  nChanged 10
		SP:Iteration 104Q (73525.130000 sec): 3 clusters
  Score: Raw -2251143.593619 + Penalty 3206.245325 = -2247937.348294
  nChanged 11
		SP:Iteration 105Q (73525.390000 sec): 3 clusters
  Score: Raw -2251145.030692 + Penalty 3206.245325 = -2247938.785367
  nChanged 14
		SP:Iteration 106Q (73525.660000 sec): 3 clusters
  Score: Raw -2251146.244904 + Penalty 3206.245325 = -2247939.999579
  nChanged 6
		SP:Iteration 107Q (73525.970000 sec): 3 clusters
  Score: Raw -2251146.855687 + Penalty 3206.245325 = -2247940.610362
  nChanged 3
		SP:Iteration 108Q (73526.330000 sec): 3 clusters
  Score: Raw -2251147.128691 + Penalty 3206.245325 = -2247940.883366
  nChanged 2
		SP:Iteration 109Q (73526.620000 sec): 3 clusters
  Score: Raw -2251147.189285 + Penalty 3206.245325 = -2247940.943961
  nChanged 1
		SP:Iteration 110Q (73526.900000 sec): 3 clusters
  Score: Raw -2251147.210755 + Penalty 3206.245325 = -2247940.965430
  nChanged 0
		SP:Iteration 111F (73527.230000 sec): 3 clusters
  Score: Raw -2251147.210755 + Penalty 3206.245325 = -2247940.965430
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73527.400000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73527.560000 sec): 3 clusters
  Score: Raw -33242.784577 + Penalty 1878.741643 = -31364.042934
  nChanged 82
		SP:Iteration 1F (73527.730000 sec): 3 clusters
  Score: Raw -33443.954106 + Penalty 1878.741643 = -31565.212464
  nChanged 24
		SP:Iteration 2F (73527.890000 sec): 3 clusters
  Score: Raw -33511.957853 + Penalty 1878.741643 = -31633.216210
  nChanged 9
		SP:Iteration 3Q (73528.110000 sec): 3 clusters
  Score: Raw -33528.230497 + Penalty 1878.741643 = -31649.488854
  nChanged 3
		SP:Iteration 4Q (73528.230000 sec): 3 clusters
  Score: Raw -33530.926673 + Penalty 1878.741643 = -31652.185030
  nChanged 3
		SP:Iteration 5Q (73528.390000 sec): 3 clusters
  Score: Raw -33534.112882 + Penalty 1878.741643 = -31655.371240
  nChanged 2
		SP:Iteration 6Q (73528.610000 sec): 3 clusters
  Score: Raw -33535.936376 + Penalty 1878.741643 = -31657.194733
  nChanged 0
		SP:Iteration 7F (73528.790000 sec): 3 clusters
  Score: Raw -33535.936376 + Penalty 1878.741643 = -31657.194733
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (14119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73528.980000 sec): 2 clusters
  Score: Raw -1604400.395360 + Penalty 1552.732462 = -1602847.662899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73529.330000 sec): 3 clusters
  Score: Raw -1596180.371465 + Penalty 3105.464923 = -1593074.906542
  nChanged 6210
		SP:Iteration 1F (73529.640000 sec): 3 clusters
  Score: Raw -1599580.571419 + Penalty 3105.464923 = -1596475.106496
  nChanged 855
		SP:Iteration 2F (73529.970000 sec): 3 clusters
  Score: Raw -1599997.308230 + Penalty 3105.464923 = -1596891.843307
  nChanged 831
		SP:Iteration 3F (73530.280000 sec): 3 clusters
  Score: Raw -1600422.176612 + Penalty 3105.464923 = -1597316.711688
  nChanged 787
		SP:Iteration 4F (73530.490000 sec): 3 clusters
  Score: Raw -1600895.558936 + Penalty 3105.464923 = -1597790.094013
  nChanged 864
		SP:Iteration 5F (73530.770000 sec): 3 clusters
  Score: Raw -1601473.363662 + Penalty 3105.464923 = -1598367.898739
  nChanged 871
		SP:Iteration 6F (73531.020000 sec): 3 clusters
  Score: Raw -1602147.354006 + Penalty 3105.464923 = -1599041.889082
  nChanged 787
		SP:Iteration 7F (73531.330000 sec): 3 clusters
  Score: Raw -1602842.092708 + Penalty 3105.464923 = -1599736.627785
  nChanged 695
		SP:Iteration 8Q (73531.540000 sec): 3 clusters
  Score: Raw -1603432.018569 + Penalty 3105.464923 = -1600326.553646
  nChanged 486
		SP:Iteration 9Q (73531.870000 sec): 3 clusters
  Score: Raw -1603765.283828 + Penalty 3105.464923 = -1600659.818905
  nChanged 353
		SP:Iteration 10Q (73532.090000 sec): 3 clusters
  Score: Raw -1603968.343310 + Penalty 3105.464923 = -1600862.878387
  nChanged 268
		SP:Iteration 11Q (73532.350000 sec): 3 clusters
  Score: Raw -1604091.060002 + Penalty 3105.464923 = -1600985.595079
  nChanged 173
		SP:Iteration 12Q (73532.560000 sec): 3 clusters
  Score: Raw -1604175.012768 + Penalty 3105.464923 = -1601069.547845
  nChanged 150
		SP:Iteration 13Q (73532.810000 sec): 3 clusters
  Score: Raw -1604233.789835 + Penalty 3105.464923 = -1601128.324912
  nChanged 125
		SP:Iteration 14Q (73533.080000 sec): 3 clusters
  Score: Raw -1604283.850372 + Penalty 3105.464923 = -1601178.385449
  nChanged 116
		SP:Iteration 15Q (73533.320000 sec): 3 clusters
  Score: Raw -1604331.346633 + Penalty 3105.464923 = -1601225.881710
  nChanged 108
		SP:Iteration 16Q (73533.570000 sec): 3 clusters
  Score: Raw -1604373.964120 + Penalty 3105.464923 = -1601268.499197
  nChanged 98
		SP:Iteration 17Q (73533.790000 sec): 3 clusters
  Score: Raw -1604419.273501 + Penalty 3105.464923 = -1601313.808577
  nChanged 108
		SP:Iteration 18Q (73534.040000 sec): 3 clusters
  Score: Raw -1604474.197550 + Penalty 3105.464923 = -1601368.732627
  nChanged 99
		SP:Iteration 19Q (73534.320000 sec): 3 clusters
  Score: Raw -1604523.011128 + Penalty 3105.464923 = -1601417.546205
  nChanged 86
		SP:Iteration 20F (73534.640000 sec): 3 clusters
  Score: Raw -1604556.087094 + Penalty 3105.464923 = -1601450.622171
  nChanged 87
		SP:Iteration 21Q (73534.880000 sec): 3 clusters
  Score: Raw -1604584.901596 + Penalty 3105.464923 = -1601479.436673
  nChanged 60
		SP:Iteration 22Q (73535.200000 sec): 3 clusters
  Score: Raw -1604604.898684 + Penalty 3105.464923 = -1601499.433761
  nChanged 62
		SP:Iteration 23Q (73535.510000 sec): 3 clusters
  Score: Raw -1604624.956458 + Penalty 3105.464923 = -1601519.491534
  nChanged 44
		SP:Iteration 24Q (73535.800000 sec): 3 clusters
  Score: Raw -1604635.488718 + Penalty 3105.464923 = -1601530.023794
  nChanged 36
		SP:Iteration 25Q (73536.090000 sec): 3 clusters
  Score: Raw -1604644.492208 + Penalty 3105.464923 = -1601539.027284
  nChanged 30
		SP:Iteration 26Q (73536.380000 sec): 3 clusters
  Score: Raw -1604651.244057 + Penalty 3105.464923 = -1601545.779134
  nChanged 27
		SP:Iteration 27Q (73536.610000 sec): 3 clusters
  Score: Raw -1604657.465850 + Penalty 3105.464923 = -1601552.000926
  nChanged 21
		SP:Iteration 28Q (73536.910000 sec): 3 clusters
  Score: Raw -1604662.750268 + Penalty 3105.464923 = -1601557.285345
  nChanged 16
		SP:Iteration 29Q (73537.160000 sec): 3 clusters
  Score: Raw -1604666.553286 + Penalty 3105.464923 = -1601561.088363
  nChanged 22
		SP:Iteration 30Q (73537.390000 sec): 3 clusters
  Score: Raw -1604671.416028 + Penalty 3105.464923 = -1601565.951105
  nChanged 21
		SP:Iteration 31Q (73537.640000 sec): 3 clusters
  Score: Raw -1604677.069216 + Penalty 3105.464923 = -1601571.604292
  nChanged 29
		SP:Iteration 32Q (73537.910000 sec): 3 clusters
  Score: Raw -1604684.997997 + Penalty 3105.464923 = -1601579.533074
  nChanged 29
		SP:Iteration 33Q (73538.190000 sec): 3 clusters
  Score: Raw -1604693.790561 + Penalty 3105.464923 = -1601588.325638
  nChanged 24
		SP:Iteration 34Q (73538.410000 sec): 3 clusters
  Score: Raw -1604700.243639 + Penalty 3105.464923 = -1601594.778716
  nChanged 19
		SP:Iteration 35Q (73538.670000 sec): 3 clusters
  Score: Raw -1604704.149720 + Penalty 3105.464923 = -1601598.684797
  nChanged 19
		SP:Iteration 36Q (73538.940000 sec): 3 clusters
  Score: Raw -1604707.884987 + Penalty 3105.464923 = -1601602.420063
  nChanged 17
		SP:Iteration 37Q (73539.240000 sec): 3 clusters
  Score: Raw -1604712.152173 + Penalty 3105.464923 = -1601606.687250
  nChanged 13
		SP:Iteration 38Q (73539.500000 sec): 3 clusters
  Score: Raw -1604714.937532 + Penalty 3105.464923 = -1601609.472609
  nChanged 10
		SP:Iteration 39Q (73539.790000 sec): 3 clusters
  Score: Raw -1604716.720831 + Penalty 3105.464923 = -1601611.255908
  nChanged 6
		SP:Iteration 40F (73540.000000 sec): 3 clusters
  Score: Raw -1604717.737713 + Penalty 3105.464923 = -1601612.272789
  nChanged 7
		SP:Iteration 41Q (73540.250000 sec): 3 clusters
  Score: Raw -1604718.924653 + Penalty 3105.464923 = -1601613.459730
  nChanged 4
		SP:Iteration 42Q (73540.550000 sec): 3 clusters
  Score: Raw -1604719.837404 + Penalty 3105.464923 = -1601614.372481
  nChanged 4
		SP:Iteration 43Q (73540.770000 sec): 3 clusters
  Score: Raw -1604720.777331 + Penalty 3105.464923 = -1601615.312407
  nChanged 11
		SP:Iteration 44Q (73540.980000 sec): 3 clusters
  Score: Raw -1604722.884330 + Penalty 3105.464923 = -1601617.419406
  nChanged 6
		SP:Iteration 45Q (73541.210000 sec): 3 clusters
  Score: Raw -1604724.130122 + Penalty 3105.464923 = -1601618.665198
  nChanged 4
		SP:Iteration 46Q (73541.480000 sec): 3 clusters
  Score: Raw -1604725.539149 + Penalty 3105.464923 = -1601620.074226
  nChanged 8
		SP:Iteration 47Q (73541.790000 sec): 3 clusters
  Score: Raw -1604727.054764 + Penalty 3105.464923 = -1601621.589840
  nChanged 9
		SP:Iteration 48Q (73542.040000 sec): 3 clusters
  Score: Raw -1604728.694492 + Penalty 3105.464923 = -1601623.229569
  nChanged 9
		SP:Iteration 49Q (73542.280000 sec): 3 clusters
  Score: Raw -1604730.340199 + Penalty 3105.464923 = -1601624.875276
  nChanged 8
		SP:Iteration 50Q (73542.500000 sec): 3 clusters
  Score: Raw -1604731.741602 + Penalty 3105.464923 = -1601626.276679
  nChanged 10
		SP:Iteration 51Q (73542.760000 sec): 3 clusters
  Score: Raw -1604734.300412 + Penalty 3105.464923 = -1601628.835489
  nChanged 12
		SP:Iteration 52Q (73542.990000 sec): 3 clusters
  Score: Raw -1604737.447188 + Penalty 3105.464923 = -1601631.982264
  nChanged 12
		SP:Iteration 53Q (73543.260000 sec): 3 clusters
  Score: Raw -1604741.307169 + Penalty 3105.464923 = -1601635.842245
  nChanged 12
		SP:Iteration 54Q (73543.490000 sec): 3 clusters
  Score: Raw -1604745.496631 + Penalty 3105.464923 = -1601640.031707
  nChanged 14
		SP:Iteration 55Q (73543.760000 sec): 3 clusters
  Score: Raw -1604749.191110 + Penalty 3105.464923 = -1601643.726186
  nChanged 13
		SP:Iteration 56Q (73544.050000 sec): 3 clusters
  Score: Raw -1604753.279188 + Penalty 3105.464923 = -1601647.814264
  nChanged 17
		SP:Iteration 57Q (73544.300000 sec): 3 clusters
  Score: Raw -1604757.617062 + Penalty 3105.464923 = -1601652.152138
  nChanged 12
		SP:Iteration 58Q (73544.540000 sec): 3 clusters
  Score: Raw -1604761.349378 + Penalty 3105.464923 = -1601655.884455
  nChanged 8
		SP:Iteration 59Q (73544.810000 sec): 3 clusters
  Score: Raw -1604763.427897 + Penalty 3105.464923 = -1601657.962974
  nChanged 14
		SP:Iteration 60F (73545.070000 sec): 3 clusters
  Score: Raw -1604766.908545 + Penalty 3105.464923 = -1601661.443621
  nChanged 7
		SP:Iteration 61Q (73545.320000 sec): 3 clusters
  Score: Raw -1604768.568720 + Penalty 3105.464923 = -1601663.103797
  nChanged 3
		SP:Iteration 62Q (73545.580000 sec): 3 clusters
  Score: Raw -1604769.074242 + Penalty 3105.464923 = -1601663.609318
  nChanged 2
		SP:Iteration 63Q (73545.850000 sec): 3 clusters
  Score: Raw -1604769.416024 + Penalty 3105.464923 = -1601663.951101
  nChanged 3
		SP:Iteration 64Q (73546.160000 sec): 3 clusters
  Score: Raw -1604769.983415 + Penalty 3105.464923 = -1601664.518492
  nChanged 1
		SP:Iteration 65Q (73546.400000 sec): 3 clusters
  Score: Raw -1604770.153014 + Penalty 3105.464923 = -1601664.688090
  nChanged 0
		SP:Iteration 66F (73546.660000 sec): 3 clusters
  Score: Raw -1604770.153014 + Penalty 3105.464923 = -1601664.688090
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (16875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73546.900000 sec): 2 clusters
  Score: Raw -2066883.237001 + Penalty 1581.708134 = -2065301.528867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73547.170000 sec): 3 clusters
  Score: Raw -2056836.195159 + Penalty 3163.416268 = -2053672.778892
  nChanged 7519
		SP:Iteration 1F (73547.460000 sec): 3 clusters
  Score: Raw -2061132.697560 + Penalty 3163.416268 = -2057969.281293
  nChanged 967
		SP:Iteration 2F (73547.740000 sec): 3 clusters
  Score: Raw -2061595.582082 + Penalty 3163.416268 = -2058432.165814
  nChanged 935
		SP:Iteration 3F (73548.010000 sec): 3 clusters
  Score: Raw -2062055.886719 + Penalty 3163.416268 = -2058892.470451
  nChanged 847
		SP:Iteration 4F (73548.360000 sec): 3 clusters
  Score: Raw -2062509.280197 + Penalty 3163.416268 = -2059345.863929
  nChanged 900
		SP:Iteration 5F (73548.610000 sec): 3 clusters
  Score: Raw -2063015.631763 + Penalty 3163.416268 = -2059852.215496
  nChanged 882
		SP:Iteration 6F (73548.890000 sec): 3 clusters
  Score: Raw -2063581.500275 + Penalty 3163.416268 = -2060418.084008
  nChanged 890
		SP:Iteration 7F (73549.180000 sec): 3 clusters
  Score: Raw -2064154.116786 + Penalty 3163.416268 = -2060990.700518
  nChanged 842
		SP:Iteration 8Q (73549.470000 sec): 3 clusters
  Score: Raw -2064670.532086 + Penalty 3163.416268 = -2061507.115818
  nChanged 768
		SP:Iteration 9Q (73549.760000 sec): 3 clusters
  Score: Raw -2065166.206239 + Penalty 3163.416268 = -2062002.789971
  nChanged 632
		SP:Iteration 10Q (73550.020000 sec): 3 clusters
  Score: Raw -2065473.241131 + Penalty 3163.416268 = -2062309.824863
  nChanged 477
		SP:Iteration 11Q (73550.330000 sec): 3 clusters
  Score: Raw -2065643.650384 + Penalty 3163.416268 = -2062480.234116
  nChanged 328
		SP:Iteration 12Q (73550.620000 sec): 3 clusters
  Score: Raw -2065744.071968 + Penalty 3163.416268 = -2062580.655700
  nChanged 225
		SP:Iteration 13Q (73550.910000 sec): 3 clusters
  Score: Raw -2065809.072150 + Penalty 3163.416268 = -2062645.655883
  nChanged 204
		SP:Iteration 14Q (73551.190000 sec): 3 clusters
  Score: Raw -2065863.138068 + Penalty 3163.416268 = -2062699.721800
  nChanged 181
		SP:Iteration 15Q (73551.480000 sec): 3 clusters
  Score: Raw -2065908.730888 + Penalty 3163.416268 = -2062745.314621
  nChanged 152
		SP:Iteration 16Q (73551.780000 sec): 3 clusters
  Score: Raw -2065950.487568 + Penalty 3163.416268 = -2062787.071301
  nChanged 157
		SP:Iteration 17Q (73552.080000 sec): 3 clusters
  Score: Raw -2065991.099027 + Penalty 3163.416268 = -2062827.682759
  nChanged 143
		SP:Iteration 18Q (73552.380000 sec): 3 clusters
  Score: Raw -2066032.100391 + Penalty 3163.416268 = -2062868.684123
  nChanged 157
		SP:Iteration 19Q (73552.700000 sec): 3 clusters
  Score: Raw -2066078.066600 + Penalty 3163.416268 = -2062914.650333
  nChanged 162
		SP:Iteration 20F (73552.970000 sec): 3 clusters
  Score: Raw -2066134.567763 + Penalty 3163.416268 = -2062971.151495
  nChanged 188
		SP:Iteration 21Q (73553.240000 sec): 3 clusters
  Score: Raw -2066216.671559 + Penalty 3163.416268 = -2063053.255291
  nChanged 224
		SP:Iteration 22Q (73553.560000 sec): 3 clusters
  Score: Raw -2066337.381252 + Penalty 3163.416268 = -2063173.964984
  nChanged 252
		SP:Iteration 23Q (73553.870000 sec): 3 clusters
  Score: Raw -2066470.062424 + Penalty 3163.416268 = -2063306.646157
  nChanged 234
		SP:Iteration 24Q (73554.160000 sec): 3 clusters
  Score: Raw -2066588.360148 + Penalty 3163.416268 = -2063424.943880
  nChanged 216
		SP:Iteration 25Q (73554.440000 sec): 3 clusters
  Score: Raw -2066683.899876 + Penalty 3163.416268 = -2063520.483609
  nChanged 215
		SP:Iteration 26Q (73554.720000 sec): 3 clusters
  Score: Raw -2066789.864336 + Penalty 3163.416268 = -2063626.448069
  nChanged 218
		SP:Iteration 27Q (73554.960000 sec): 3 clusters
  Score: Raw -2066887.868034 + Penalty 3163.416268 = -2063724.451766
  nChanged 186
		SP:Iteration 28Q (73555.260000 sec): 3 clusters
  Score: Raw -2066957.011274 + Penalty 3163.416268 = -2063793.595006
  nChanged 159
		SP:Iteration 29Q (73555.500000 sec): 3 clusters
  Score: Raw -2067008.391151 + Penalty 3163.416268 = -2063844.974883
  nChanged 130
		SP:Iteration 30Q (73555.750000 sec): 3 clusters
  Score: Raw -2067045.613947 + Penalty 3163.416268 = -2063882.197680
  nChanged 121
		SP:Iteration 31Q (73555.990000 sec): 3 clusters
  Score: Raw -2067077.894933 + Penalty 3163.416268 = -2063914.478665
  nChanged 99
		SP:Iteration 32Q (73556.260000 sec): 3 clusters
  Score: Raw -2067106.863429 + Penalty 3163.416268 = -2063943.447161
  nChanged 110
		SP:Iteration 33Q (73556.520000 sec): 3 clusters
  Score: Raw -2067137.297613 + Penalty 3163.416268 = -2063973.881345
  nChanged 114
		SP:Iteration 34Q (73556.870000 sec): 3 clusters
  Score: Raw -2067176.445947 + Penalty 3163.416268 = -2064013.029679
  nChanged 115
		SP:Iteration 35Q (73557.070000 sec): 3 clusters
  Score: Raw -2067212.898925 + Penalty 3163.416268 = -2064049.482658
  nChanged 113
		SP:Iteration 36Q (73557.360000 sec): 3 clusters
  Score: Raw -2067265.982790 + Penalty 3163.416268 = -2064102.566523
  nChanged 131
		SP:Iteration 37Q (73557.660000 sec): 3 clusters
  Score: Raw -2067329.137611 + Penalty 3163.416268 = -2064165.721343
  nChanged 127
		SP:Iteration 38Q (73557.910000 sec): 3 clusters
  Score: Raw -2067377.774017 + Penalty 3163.416268 = -2064214.357750
  nChanged 129
		SP:Iteration 39Q (73558.260000 sec): 3 clusters
  Score: Raw -2067420.996650 + Penalty 3163.416268 = -2064257.580382
  nChanged 116
		SP:Iteration 40F (73558.540000 sec): 3 clusters
  Score: Raw -2067453.710721 + Penalty 3163.416268 = -2064290.294453
  nChanged 103
		SP:Iteration 41Q (73558.820000 sec): 3 clusters
  Score: Raw -2067481.566776 + Penalty 3163.416268 = -2064318.150508
  nChanged 84
		SP:Iteration 42Q (73559.140000 sec): 3 clusters
  Score: Raw -2067506.086218 + Penalty 3163.416268 = -2064342.669950
  nChanged 87
		SP:Iteration 43Q (73559.430000 sec): 3 clusters
  Score: Raw -2067529.284301 + Penalty 3163.416268 = -2064365.868033
  nChanged 75
		SP:Iteration 44Q (73559.680000 sec): 3 clusters
  Score: Raw -2067548.724409 + Penalty 3163.416268 = -2064385.308141
  nChanged 64
		SP:Iteration 45Q (73560.000000 sec): 3 clusters
  Score: Raw -2067564.925122 + Penalty 3163.416268 = -2064401.508855
  nChanged 61
		SP:Iteration 46Q (73560.300000 sec): 3 clusters
  Score: Raw -2067578.750401 + Penalty 3163.416268 = -2064415.334134
  nChanged 56
		SP:Iteration 47Q (73560.600000 sec): 3 clusters
  Score: Raw -2067590.411566 + Penalty 3163.416268 = -2064426.995298
  nChanged 48
		SP:Iteration 48Q (73560.890000 sec): 3 clusters
  Score: Raw -2067601.082889 + Penalty 3163.416268 = -2064437.666621
  nChanged 50
		SP:Iteration 49Q (73561.130000 sec): 3 clusters
  Score: Raw -2067612.334034 + Penalty 3163.416268 = -2064448.917767
  nChanged 47
		SP:Iteration 50Q (73561.410000 sec): 3 clusters
  Score: Raw -2067621.698462 + Penalty 3163.416268 = -2064458.282194
  nChanged 44
		SP:Iteration 51Q (73561.640000 sec): 3 clusters
  Score: Raw -2067633.248423 + Penalty 3163.416268 = -2064469.832155
  nChanged 43
		SP:Iteration 52Q (73561.860000 sec): 3 clusters
  Score: Raw -2067641.786370 + Penalty 3163.416268 = -2064478.370103
  nChanged 36
		SP:Iteration 53Q (73562.080000 sec): 3 clusters
  Score: Raw -2067648.078052 + Penalty 3163.416268 = -2064484.661784
  nChanged 24
		SP:Iteration 54Q (73562.340000 sec): 3 clusters
  Score: Raw -2067651.022849 + Penalty 3163.416268 = -2064487.606581
  nChanged 14
		SP:Iteration 55Q (73562.600000 sec): 3 clusters
  Score: Raw -2067652.426674 + Penalty 3163.416268 = -2064489.010406
  nChanged 14
		SP:Iteration 56Q (73562.820000 sec): 3 clusters
  Score: Raw -2067653.800010 + Penalty 3163.416268 = -2064490.383742
  nChanged 13
		SP:Iteration 57Q (73563.050000 sec): 3 clusters
  Score: Raw -2067655.164493 + Penalty 3163.416268 = -2064491.748225
  nChanged 5
		SP:Iteration 58Q (73563.320000 sec): 3 clusters
  Score: Raw -2067655.570826 + Penalty 3163.416268 = -2064492.154558
  nChanged 9
		SP:Iteration 59Q (73563.600000 sec): 3 clusters
  Score: Raw -2067656.175302 + Penalty 3163.416268 = -2064492.759035
  nChanged 3
		SP:Iteration 60F (73563.820000 sec): 3 clusters
  Score: Raw -2067656.398082 + Penalty 3163.416268 = -2064492.981814
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (21497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73564.050000 sec): 2 clusters
  Score: Raw -2401308.326367 + Penalty 1621.046159 = -2399687.280209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73564.360000 sec): 3 clusters
  Score: Raw -2388359.306116 + Penalty 3242.092318 = -2385117.213798
  nChanged 9825
		SP:Iteration 1F (73564.670000 sec): 3 clusters
  Score: Raw -2393955.624482 + Penalty 3242.092318 = -2390713.532164
  nChanged 1180
		SP:Iteration 2F (73564.950000 sec): 3 clusters
  Score: Raw -2394459.275157 + Penalty 3242.092318 = -2391217.182840
  nChanged 1184
		SP:Iteration 3F (73565.290000 sec): 3 clusters
  Score: Raw -2395028.620094 + Penalty 3242.092318 = -2391786.527777
  nChanged 1257
		SP:Iteration 4F (73565.590000 sec): 3 clusters
  Score: Raw -2395737.296113 + Penalty 3242.092318 = -2392495.203795
  nChanged 1334
		SP:Iteration 5F (73565.870000 sec): 3 clusters
  Score: Raw -2396623.996480 + Penalty 3242.092318 = -2393381.904163
  nChanged 1337
		SP:Iteration 6F (73566.140000 sec): 3 clusters
  Score: Raw -2397617.355478 + Penalty 3242.092318 = -2394375.263160
  nChanged 1204
		SP:Iteration 7F (73566.430000 sec): 3 clusters
  Score: Raw -2398492.113776 + Penalty 3242.092318 = -2395250.021458
  nChanged 949
		SP:Iteration 8Q (73566.750000 sec): 3 clusters
  Score: Raw -2399138.072535 + Penalty 3242.092318 = -2395895.980218
  nChanged 728
		SP:Iteration 9Q (73567.060000 sec): 3 clusters
  Score: Raw -2399569.708777 + Penalty 3242.092318 = -2396327.616459
  nChanged 510
		SP:Iteration 10Q (73567.370000 sec): 3 clusters
  Score: Raw -2399811.779008 + Penalty 3242.092318 = -2396569.686690
  nChanged 417
		SP:Iteration 11Q (73567.710000 sec): 3 clusters
  Score: Raw -2399995.264261 + Penalty 3242.092318 = -2396753.171944
  nChanged 370
		SP:Iteration 12Q (73568.050000 sec): 3 clusters
  Score: Raw -2400151.180918 + Penalty 3242.092318 = -2396909.088600
  nChanged 333
		SP:Iteration 13Q (73568.360000 sec): 3 clusters
  Score: Raw -2400282.061506 + Penalty 3242.092318 = -2397039.969188
  nChanged 300
		SP:Iteration 14Q (73568.650000 sec): 3 clusters
  Score: Raw -2400398.823133 + Penalty 3242.092318 = -2397156.730815
  nChanged 280
		SP:Iteration 15Q (73568.980000 sec): 3 clusters
  Score: Raw -2400513.731189 + Penalty 3242.092318 = -2397271.638871
  nChanged 249
		SP:Iteration 16Q (73569.250000 sec): 3 clusters
  Score: Raw -2400607.258478 + Penalty 3242.092318 = -2397365.166160
  nChanged 218
		SP:Iteration 17Q (73569.560000 sec): 3 clusters
  Score: Raw -2400693.950857 + Penalty 3242.092318 = -2397451.858540
  nChanged 209
		SP:Iteration 18Q (73569.870000 sec): 3 clusters
  Score: Raw -2400773.471250 + Penalty 3242.092318 = -2397531.378932
  nChanged 162
		SP:Iteration 19Q (73570.190000 sec): 3 clusters
  Score: Raw -2400835.115525 + Penalty 3242.092318 = -2397593.023207
  nChanged 159
		SP:Iteration 20F (73570.460000 sec): 3 clusters
  Score: Raw -2400900.646706 + Penalty 3242.092318 = -2397658.554389
  nChanged 161
		SP:Iteration 21Q (73570.750000 sec): 3 clusters
  Score: Raw -2400971.044125 + Penalty 3242.092318 = -2397728.951808
  nChanged 164
		SP:Iteration 22Q (73571.050000 sec): 3 clusters
  Score: Raw -2401048.147007 + Penalty 3242.092318 = -2397806.054689
  nChanged 143
		SP:Iteration 23Q (73571.410000 sec): 3 clusters
  Score: Raw -2401113.875441 + Penalty 3242.092318 = -2397871.783123
  nChanged 125
		SP:Iteration 24Q (73571.660000 sec): 3 clusters
  Score: Raw -2401164.089733 + Penalty 3242.092318 = -2397921.997415
  nChanged 115
		SP:Iteration 25Q (73571.950000 sec): 3 clusters
  Score: Raw -2401207.300130 + Penalty 3242.092318 = -2397965.207813
  nChanged 94
		SP:Iteration 26Q (73572.220000 sec): 3 clusters
  Score: Raw -2401244.166887 + Penalty 3242.092318 = -2398002.074569
  nChanged 95
		SP:Iteration 27Q (73572.510000 sec): 3 clusters
  Score: Raw -2401284.886454 + Penalty 3242.092318 = -2398042.794137
  nChanged 77
		SP:Iteration 28Q (73572.830000 sec): 3 clusters
  Score: Raw -2401322.329536 + Penalty 3242.092318 = -2398080.237219
  nChanged 76
		SP:Iteration 29Q (73573.120000 sec): 3 clusters
  Score: Raw -2401355.976203 + Penalty 3242.092318 = -2398113.883885
  nChanged 60
		SP:Iteration 30Q (73573.410000 sec): 3 clusters
  Score: Raw -2401380.665563 + Penalty 3242.092318 = -2398138.573245
  nChanged 47
		SP:Iteration 31Q (73573.660000 sec): 3 clusters
  Score: Raw -2401398.211483 + Penalty 3242.092318 = -2398156.119166
  nChanged 41
		SP:Iteration 32Q (73573.930000 sec): 3 clusters
  Score: Raw -2401416.284981 + Penalty 3242.092318 = -2398174.192664
  nChanged 42
		SP:Iteration 33Q (73574.250000 sec): 3 clusters
  Score: Raw -2401434.910370 + Penalty 3242.092318 = -2398192.818052
  nChanged 40
		SP:Iteration 34Q (73574.600000 sec): 3 clusters
  Score: Raw -2401452.857798 + Penalty 3242.092318 = -2398210.765480
  nChanged 36
		SP:Iteration 35Q (73574.950000 sec): 3 clusters
  Score: Raw -2401473.889272 + Penalty 3242.092318 = -2398231.796954
  nChanged 30
		SP:Iteration 36Q (73575.260000 sec): 3 clusters
  Score: Raw -2401489.984797 + Penalty 3242.092318 = -2398247.892480
  nChanged 25
		SP:Iteration 37Q (73575.580000 sec): 3 clusters
  Score: Raw -2401500.203431 + Penalty 3242.092318 = -2398258.111114
  nChanged 18
		SP:Iteration 38Q (73575.860000 sec): 3 clusters
  Score: Raw -2401507.934844 + Penalty 3242.092318 = -2398265.842526
  nChanged 22
		SP:Iteration 39Q (73576.190000 sec): 3 clusters
  Score: Raw -2401517.612144 + Penalty 3242.092318 = -2398275.519827
  nChanged 19
		SP:Iteration 40F (73576.500000 sec): 3 clusters
  Score: Raw -2401524.180709 + Penalty 3242.092318 = -2398282.088392
  nChanged 12
		SP:Iteration 41Q (73576.760000 sec): 3 clusters
  Score: Raw -2401528.303347 + Penalty 3242.092318 = -2398286.211029
  nChanged 15
		SP:Iteration 42Q (73577.090000 sec): 3 clusters
  Score: Raw -2401534.552253 + Penalty 3242.092318 = -2398292.459936
  nChanged 15
		SP:Iteration 43Q (73577.400000 sec): 3 clusters
  Score: Raw -2401540.024741 + Penalty 3242.092318 = -2398297.932424
  nChanged 5
		SP:Iteration 44Q (73577.680000 sec): 3 clusters
  Score: Raw -2401541.399656 + Penalty 3242.092318 = -2398299.307338
  nChanged 5
		SP:Iteration 45Q (73577.970000 sec): 3 clusters
  Score: Raw -2401543.261067 + Penalty 3242.092318 = -2398301.168750
  nChanged 4
		SP:Iteration 46Q (73578.240000 sec): 3 clusters
  Score: Raw -2401544.983148 + Penalty 3242.092318 = -2398302.890830
  nChanged 9
		SP:Iteration 47Q (73578.500000 sec): 3 clusters
  Score: Raw -2401548.774932 + Penalty 3242.092318 = -2398306.682614
  nChanged 9
		SP:Iteration 48Q (73578.790000 sec): 3 clusters
  Score: Raw -2401551.660323 + Penalty 3242.092318 = -2398309.568006
  nChanged 6
		SP:Iteration 49Q (73579.100000 sec): 3 clusters
  Score: Raw -2401553.315341 + Penalty 3242.092318 = -2398311.223024
  nChanged 2
		SP:Iteration 50Q (73579.400000 sec): 3 clusters
  Score: Raw -2401554.221101 + Penalty 3242.092318 = -2398312.128784
  nChanged 4
		SP:Iteration 51Q (73579.700000 sec): 3 clusters
  Score: Raw -2401556.823113 + Penalty 3242.092318 = -2398314.730795
  nChanged 9
		SP:Iteration 52Q (73580.010000 sec): 3 clusters
  Score: Raw -2401561.251232 + Penalty 3242.092318 = -2398319.158914
  nChanged 12
		SP:Iteration 53Q (73580.280000 sec): 3 clusters
  Score: Raw -2401567.330723 + Penalty 3242.092318 = -2398325.238405
  nChanged 10
		SP:Iteration 54Q (73580.580000 sec): 3 clusters
  Score: Raw -2401572.011045 + Penalty 3242.092318 = -2398329.918727
  nChanged 9
		SP:Iteration 55Q (73580.850000 sec): 3 clusters
  Score: Raw -2401577.160808 + Penalty 3242.092318 = -2398335.068491
  nChanged 13
		SP:Iteration 56Q (73581.100000 sec): 3 clusters
  Score: Raw -2401583.633418 + Penalty 3242.092318 = -2398341.541101
  nChanged 9
		SP:Iteration 57Q (73581.370000 sec): 3 clusters
  Score: Raw -2401590.479709 + Penalty 3242.092318 = -2398348.387392
  nChanged 8
		SP:Iteration 58Q (73581.640000 sec): 3 clusters
  Score: Raw -2401594.064643 + Penalty 3242.092318 = -2398351.972325
  nChanged 4
		SP:Iteration 59Q (73581.920000 sec): 3 clusters
  Score: Raw -2401595.622753 + Penalty 3242.092318 = -2398353.530435
  nChanged 4
		SP:Iteration 60F (73582.240000 sec): 3 clusters
  Score: Raw -2401597.018896 + Penalty 3242.092318 = -2398354.926579
  nChanged 2
		SP:Iteration 61Q (73582.530000 sec): 3 clusters
  Score: Raw -2401598.129228 + Penalty 3242.092318 = -2398356.036911
  nChanged 3
		SP:Iteration 62Q (73582.800000 sec): 3 clusters
  Score: Raw -2401599.196436 + Penalty 3242.092318 = -2398357.104118
  nChanged 1
		SP:Iteration 63Q (73583.070000 sec): 3 clusters
  Score: Raw -2401599.808061 + Penalty 3242.092318 = -2398357.715743
  nChanged 1
		SP:Iteration 64Q (73583.330000 sec): 3 clusters
  Score: Raw -2401600.467959 + Penalty 3242.092318 = -2398358.375642
  nChanged 3
		SP:Iteration 65Q (73583.650000 sec): 3 clusters
  Score: Raw -2401601.328789 + Penalty 3242.092318 = -2398359.236471
  nChanged 0
		SP:Iteration 66F (73584.000000 sec): 3 clusters
  Score: Raw -2401601.328789 + Penalty 3242.092318 = -2398359.236471
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (31592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73584.240000 sec): 2 clusters
  Score: Raw -3755387.335599 + Penalty 1683.607120 = -3753703.728479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73584.600000 sec): 3 clusters
  Score: Raw -3735683.695281 + Penalty 3367.214241 = -3732316.481040
  nChanged 14635
		SP:Iteration 1F (73584.960000 sec): 3 clusters
  Score: Raw -3744015.557969 + Penalty 3367.214241 = -3740648.343728
  nChanged 1543
		SP:Iteration 2Q (73585.360000 sec): 3 clusters
  Score: Raw -3744575.810849 + Penalty 3367.214241 = -3741208.596609
  nChanged 1574
		SP:Iteration 3Q (73585.710000 sec): 3 clusters
  Score: Raw -3745148.330393 + Penalty 3367.214241 = -3741781.116152
  nChanged 1522
		SP:Iteration 4Q (73586.050000 sec): 3 clusters
  Score: Raw -3745788.572056 + Penalty 3367.214241 = -3742421.357815
  nChanged 1675
		SP:Iteration 5F (73586.450000 sec): 3 clusters
  Score: Raw -3746579.644432 + Penalty 3367.214241 = -3743212.430191
  nChanged 1746
		SP:Iteration 6F (73586.820000 sec): 3 clusters
  Score: Raw -3747533.326705 + Penalty 3367.214241 = -3744166.112464
  nChanged 1805
		SP:Iteration 7F (73587.210000 sec): 3 clusters
  Score: Raw -3748707.664654 + Penalty 3367.214241 = -3745340.450413
  nChanged 1969
		SP:Iteration 8F (73587.580000 sec): 3 clusters
  Score: Raw -3750153.325532 + Penalty 3367.214241 = -3746786.111291
  nChanged 1891
		SP:Iteration 9F (73587.930000 sec): 3 clusters
  Score: Raw -3751707.319401 + Penalty 3367.214241 = -3748340.105160
  nChanged 1625
		SP:Iteration 10F (73588.300000 sec): 3 clusters
  Score: Raw -3753088.748095 + Penalty 3367.214241 = -3749721.533854
  nChanged 1219
		SP:Iteration 11Q (73588.680000 sec): 3 clusters
  Score: Raw -3754130.069156 + Penalty 3367.214241 = -3750762.854915
  nChanged 792
		SP:Iteration 12Q (73589.070000 sec): 3 clusters
  Score: Raw -3754796.364860 + Penalty 3367.214241 = -3751429.150619
  nChanged 445
		SP:Iteration 13Q (73589.410000 sec): 3 clusters
  Score: Raw -3755176.689814 + Penalty 3367.214241 = -3751809.475573
  nChanged 225
		SP:Iteration 14Q (73589.720000 sec): 3 clusters
  Score: Raw -3755341.451555 + Penalty 3367.214241 = -3751974.237314
  nChanged 117
		SP:Iteration 15Q (73590.060000 sec): 3 clusters
  Score: Raw -3755423.852525 + Penalty 3367.214241 = -3752056.638284
  nChanged 80
		SP:Iteration 16Q (73590.370000 sec): 3 clusters
  Score: Raw -3755485.582619 + Penalty 3367.214241 = -3752118.368378
  nChanged 56
		SP:Iteration 17Q (73590.720000 sec): 3 clusters
  Score: Raw -3755526.550081 + Penalty 3367.214241 = -3752159.335840
  nChanged 33
		SP:Iteration 18Q (73591.010000 sec): 3 clusters
  Score: Raw -3755556.940939 + Penalty 3367.214241 = -3752189.726698
  nChanged 26
		SP:Iteration 19Q (73591.350000 sec): 3 clusters
  Score: Raw -3755579.466233 + Penalty 3367.214241 = -3752212.251992
  nChanged 19
		SP:Iteration 20F (73591.690000 sec): 3 clusters
  Score: Raw -3755595.466912 + Penalty 3367.214241 = -3752228.252671
  nChanged 9
		SP:Iteration 21Q (73592.010000 sec): 3 clusters
  Score: Raw -3755604.180899 + Penalty 3367.214241 = -3752236.966658
  nChanged 15
		SP:Iteration 22Q (73592.340000 sec): 3 clusters
  Score: Raw -3755614.871693 + Penalty 3367.214241 = -3752247.657452
  nChanged 13
		SP:Iteration 23Q (73592.650000 sec): 3 clusters
  Score: Raw -3755626.135859 + Penalty 3367.214241 = -3752258.921618
  nChanged 8
		SP:Iteration 24Q (73592.970000 sec): 3 clusters
  Score: Raw -3755633.032100 + Penalty 3367.214241 = -3752265.817859
  nChanged 7
		SP:Iteration 25Q (73593.300000 sec): 3 clusters
  Score: Raw -3755637.462196 + Penalty 3367.214241 = -3752270.247955
  nChanged 3
		SP:Iteration 26Q (73593.640000 sec): 3 clusters
  Score: Raw -3755638.919854 + Penalty 3367.214241 = -3752271.705613
  nChanged 3
		SP:Iteration 27Q (73593.970000 sec): 3 clusters
  Score: Raw -3755641.463009 + Penalty 3367.214241 = -3752274.248768
  nChanged 2
		SP:Iteration 28Q (73594.320000 sec): 3 clusters
  Score: Raw -3755642.920960 + Penalty 3367.214241 = -3752275.706719
  nChanged 1
		SP:Iteration 29Q (73594.630000 sec): 3 clusters
  Score: Raw -3755643.889698 + Penalty 3367.214241 = -3752276.675457
  nChanged 0
		SP:Iteration 30F (73594.950000 sec): 3 clusters
  Score: Raw -3755643.889698 + Penalty 3367.214241 = -3752276.675457
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (59002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73595.300000 sec): 2 clusters
  Score: Raw -7248237.495613 + Penalty 1785.115576 = -7246452.380038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73595.730000 sec): 3 clusters
  Score: Raw -7210458.743502 + Penalty 3570.231152 = -7206888.512350
  nChanged 27833
		SP:Iteration 1F (73596.200000 sec): 3 clusters
  Score: Raw -7226611.159295 + Penalty 3570.231152 = -7223040.928143
  nChanged 2306
		SP:Iteration 2Q (73596.620000 sec): 3 clusters
  Score: Raw -7227349.909682 + Penalty 3570.231152 = -7223779.678530
  nChanged 2532
		SP:Iteration 3Q (73597.110000 sec): 3 clusters
  Score: Raw -7228328.712125 + Penalty 3570.231152 = -7224758.480973
  nChanged 2880
		SP:Iteration 4Q (73597.600000 sec): 3 clusters
  Score: Raw -7229692.166201 + Penalty 3570.231152 = -7226121.935049
  nChanged 3284
		SP:Iteration 5F (73598.040000 sec): 3 clusters
  Score: Raw -7231598.930380 + Penalty 3570.231152 = -7228028.699228
  nChanged 3624
		SP:Iteration 6F (73598.500000 sec): 3 clusters
  Score: Raw -7234119.053215 + Penalty 3570.231152 = -7230548.822063
  nChanged 3645
		SP:Iteration 7F (73598.990000 sec): 3 clusters
  Score: Raw -7236881.941416 + Penalty 3570.231152 = -7233311.710265
  nChanged 3365
		SP:Iteration 8F (73599.390000 sec): 3 clusters
  Score: Raw -7239028.662622 + Penalty 3570.231152 = -7235458.431471
  nChanged 2527
		SP:Iteration 9Q (73599.940000 sec): 3 clusters
  Score: Raw -7240146.890432 + Penalty 3570.231152 = -7236576.659281
  nChanged 1580
		SP:Iteration 10Q (73600.400000 sec): 3 clusters
  Score: Raw -7240604.229519 + Penalty 3570.231152 = -7237033.998367
  nChanged 993
		SP:Iteration 11Q (73600.860000 sec): 3 clusters
  Score: Raw -7240837.643074 + Penalty 3570.231152 = -7237267.411922
  nChanged 742
		SP:Iteration 12Q (73601.290000 sec): 3 clusters
  Score: Raw -7241009.167821 + Penalty 3570.231152 = -7237438.936669
  nChanged 693
		SP:Iteration 13Q (73601.800000 sec): 3 clusters
  Score: Raw -7241172.446413 + Penalty 3570.231152 = -7237602.215262
  nChanged 705
		SP:Iteration 14Q (73602.250000 sec): 3 clusters
  Score: Raw -7241357.832514 + Penalty 3570.231152 = -7237787.601362
  nChanged 786
		SP:Iteration 15Q (73602.690000 sec): 3 clusters
  Score: Raw -7241572.909037 + Penalty 3570.231152 = -7238002.677885
  nChanged 801
		SP:Iteration 16Q (73603.090000 sec): 3 clusters
  Score: Raw -7241797.065936 + Penalty 3570.231152 = -7238226.834785
  nChanged 841
		SP:Iteration 17Q (73603.520000 sec): 3 clusters
  Score: Raw -7242052.516583 + Penalty 3570.231152 = -7238482.285431
  nChanged 931
		SP:Iteration 18Q (73604.040000 sec): 3 clusters
  Score: Raw -7242360.733265 + Penalty 3570.231152 = -7238790.502113
  nChanged 965
		SP:Iteration 19Q (73604.430000 sec): 3 clusters
  Score: Raw -7242685.708094 + Penalty 3570.231152 = -7239115.476942
  nChanged 959
		SP:Iteration 20F (73604.860000 sec): 3 clusters
  Score: Raw -7243052.873447 + Penalty 3570.231152 = -7239482.642295
  nChanged 990
		SP:Iteration 21Q (73605.300000 sec): 3 clusters
  Score: Raw -7243453.005588 + Penalty 3570.231152 = -7239882.774437
  nChanged 1005
		SP:Iteration 22Q (73605.720000 sec): 3 clusters
  Score: Raw -7243865.351336 + Penalty 3570.231152 = -7240295.120184
  nChanged 1020
		SP:Iteration 23Q (73606.150000 sec): 3 clusters
  Score: Raw -7244300.592661 + Penalty 3570.231152 = -7240730.361509
  nChanged 1001
		SP:Iteration 24Q (73606.540000 sec): 3 clusters
  Score: Raw -7244757.813100 + Penalty 3570.231152 = -7241187.581948
  nChanged 1023
		SP:Iteration 25Q (73606.980000 sec): 3 clusters
  Score: Raw -7245264.916714 + Penalty 3570.231152 = -7241694.685562
  nChanged 990
		SP:Iteration 26Q (73607.410000 sec): 3 clusters
  Score: Raw -7245782.700707 + Penalty 3570.231152 = -7242212.469555
  nChanged 938
		SP:Iteration 27Q (73607.860000 sec): 3 clusters
  Score: Raw -7246303.661008 + Penalty 3570.231152 = -7242733.429856
  nChanged 887
		SP:Iteration 28Q (73608.370000 sec): 3 clusters
  Score: Raw -7246842.283656 + Penalty 3570.231152 = -7243272.052505
  nChanged 828
		SP:Iteration 29Q (73608.890000 sec): 3 clusters
  Score: Raw -7247391.987041 + Penalty 3570.231152 = -7243821.755890
  nChanged 718
		SP:Iteration 30Q (73609.450000 sec): 3 clusters
  Score: Raw -7247882.151739 + Penalty 3570.231152 = -7244311.920588
  nChanged 578
		SP:Iteration 31Q (73609.970000 sec): 3 clusters
  Score: Raw -7248271.940682 + Penalty 3570.231152 = -7244701.709531
  nChanged 459
		SP:Iteration 32Q (73610.500000 sec): 3 clusters
  Score: Raw -7248608.964294 + Penalty 3570.231152 = -7245038.733142
  nChanged 388
		SP:Iteration 33Q (73611.050000 sec): 3 clusters
  Score: Raw -7248923.231557 + Penalty 3570.231152 = -7245353.000405
  nChanged 319
		SP:Iteration 34Q (73611.570000 sec): 3 clusters
  Score: Raw -7249213.555247 + Penalty 3570.231152 = -7245643.324096
  nChanged 265
		SP:Iteration 35Q (73612.100000 sec): 3 clusters
  Score: Raw -7249485.584030 + Penalty 3570.231152 = -7245915.352879
  nChanged 246
		SP:Iteration 36Q (73612.610000 sec): 3 clusters
  Score: Raw -7249712.662558 + Penalty 3570.231152 = -7246142.431406
  nChanged 186
		SP:Iteration 37Q (73613.090000 sec): 3 clusters
  Score: Raw -7249829.103491 + Penalty 3570.231152 = -7246258.872339
  nChanged 133
		SP:Iteration 38Q (73613.570000 sec): 3 clusters
  Score: Raw -7249884.616091 + Penalty 3570.231152 = -7246314.384939
  nChanged 106
		SP:Iteration 39Q (73614.070000 sec): 3 clusters
  Score: Raw -7249919.775587 + Penalty 3570.231152 = -7246349.544435
  nChanged 71
		SP:Iteration 40F (73614.590000 sec): 3 clusters
  Score: Raw -7249954.093219 + Penalty 3570.231152 = -7246383.862067
  nChanged 68
		SP:Iteration 41Q (73615.060000 sec): 3 clusters
  Score: Raw -7249974.068848 + Penalty 3570.231152 = -7246403.837696
  nChanged 42
		SP:Iteration 42Q (73615.520000 sec): 3 clusters
  Score: Raw -7249982.345726 + Penalty 3570.231152 = -7246412.114574
  nChanged 27
		SP:Iteration 43Q (73616.020000 sec): 3 clusters
  Score: Raw -7249987.159288 + Penalty 3570.231152 = -7246416.928136
  nChanged 20
		SP:Iteration 44Q (73616.510000 sec): 3 clusters
  Score: Raw -7249990.523640 + Penalty 3570.231152 = -7246420.292488
  nChanged 19
		SP:Iteration 45Q (73616.980000 sec): 3 clusters
  Score: Raw -7249993.175013 + Penalty 3570.231152 = -7246422.943862
  nChanged 11
		SP:Iteration 46Q (73617.520000 sec): 3 clusters
  Score: Raw -7249994.572620 + Penalty 3570.231152 = -7246424.341469
  nChanged 9
		SP:Iteration 47Q (73617.970000 sec): 3 clusters
  Score: Raw -7249995.798157 + Penalty 3570.231152 = -7246425.567005
  nChanged 6
		SP:Iteration 48Q (73618.390000 sec): 3 clusters
  Score: Raw -7249996.862979 + Penalty 3570.231152 = -7246426.631828
  nChanged 8
		SP:Iteration 49Q (73618.810000 sec): 3 clusters
  Score: Raw -7249997.789628 + Penalty 3570.231152 = -7246427.558476
  nChanged 11
		SP:Iteration 50Q (73619.290000 sec): 3 clusters
  Score: Raw -7249999.020249 + Penalty 3570.231152 = -7246428.789098
  nChanged 8
		SP:Iteration 51Q (73619.750000 sec): 3 clusters
  Score: Raw -7249999.951932 + Penalty 3570.231152 = -7246429.720780
  nChanged 4
		SP:Iteration 52Q (73620.190000 sec): 3 clusters
  Score: Raw -7250000.367484 + Penalty 3570.231152 = -7246430.136332
  nChanged 2
		SP:Iteration 53Q (73620.670000 sec): 3 clusters
  Score: Raw -7250000.640511 + Penalty 3570.231152 = -7246430.409360
  nChanged 2
		SP:Iteration 54Q (73621.140000 sec): 3 clusters
  Score: Raw -7250000.891066 + Penalty 3570.231152 = -7246430.659915
  nChanged 1
		SP:Iteration 55Q (73621.600000 sec): 3 clusters
  Score: Raw -7250000.982096 + Penalty 3570.231152 = -7246430.750944
  nChanged 1
		SP:Iteration 56Q (73622.070000 sec): 3 clusters
  Score: Raw -7250001.189412 + Penalty 3570.231152 = -7246430.958261
  nChanged 3
		SP:Iteration 57Q (73622.590000 sec): 3 clusters
  Score: Raw -7250001.632186 + Penalty 3570.231152 = -7246431.401034
  nChanged 5
		SP:Iteration 58Q (73623.070000 sec): 3 clusters
  Score: Raw -7250002.094605 + Penalty 3570.231152 = -7246431.863453
  nChanged 1
		SP:Iteration 59Q (73623.500000 sec): 3 clusters
  Score: Raw -7250002.288754 + Penalty 3570.231152 = -7246432.057602
  nChanged 1
		SP:Iteration 60F (73624.020000 sec): 3 clusters
  Score: Raw -7250002.410118 + Penalty 3570.231152 = -7246432.178966
  nChanged 1
		SP:Iteration 61Q (73624.430000 sec): 3 clusters
  Score: Raw -7250002.578690 + Penalty 3570.231152 = -7246432.347538
  nChanged 0
		SP:Iteration 62F (73624.950000 sec): 3 clusters
  Score: Raw -7250002.578690 + Penalty 3570.231152 = -7246432.347538
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73625.070000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73625.270000 sec): 3 clusters
  Score: Raw -41211.275401 + Penalty 1910.264129 = -39301.011272
  nChanged 68
		SP:Iteration 1F (73625.480000 sec): 3 clusters
  Score: Raw -41334.029072 + Penalty 1910.264129 = -39423.764943
  nChanged 9
		SP:Iteration 2Q (73625.620000 sec): 3 clusters
  Score: Raw -41353.928834 + Penalty 1910.264129 = -39443.664705
  nChanged 9
		SP:Iteration 3Q (73625.900000 sec): 3 clusters
  Score: Raw -41376.729330 + Penalty 1910.264129 = -39466.465201
  nChanged 5
		SP:Iteration 4Q (73626.100000 sec): 3 clusters
  Score: Raw -41384.895700 + Penalty 1910.264129 = -39474.631571
  nChanged 0
		SP:Iteration 5F (73626.280000 sec): 3 clusters
  Score: Raw -41384.895700 + Penalty 1910.264129 = -39474.631571
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (8575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73626.440000 sec): 2 clusters
  Score: Raw -1047849.598966 + Penalty 1471.698519 = -1046377.900446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73626.720000 sec): 3 clusters
  Score: Raw -1043085.336670 + Penalty 2943.397038 = -1040141.939632
  nChanged 3646
		SP:Iteration 1F (73626.920000 sec): 3 clusters
  Score: Raw -1045009.409607 + Penalty 2943.397038 = -1042066.012569
  nChanged 530
		SP:Iteration 2F (73627.170000 sec): 3 clusters
  Score: Raw -1045232.206449 + Penalty 2943.397038 = -1042288.809410
  nChanged 438
		SP:Iteration 3F (73627.470000 sec): 3 clusters
  Score: Raw -1045403.880910 + Penalty 2943.397038 = -1042460.483871
  nChanged 330
		SP:Iteration 4Q (73627.670000 sec): 3 clusters
  Score: Raw -1045525.955764 + Penalty 2943.397038 = -1042582.558725
  nChanged 298
		SP:Iteration 5Q (73627.870000 sec): 3 clusters
  Score: Raw -1045619.930535 + Penalty 2943.397038 = -1042676.533497
  nChanged 244
		SP:Iteration 6Q (73628.120000 sec): 3 clusters
  Score: Raw -1045692.250209 + Penalty 2943.397038 = -1042748.853171
  nChanged 204
		SP:Iteration 7Q (73628.390000 sec): 3 clusters
  Score: Raw -1045760.981207 + Penalty 2943.397038 = -1042817.584169
  nChanged 209
		SP:Iteration 8Q (73628.590000 sec): 3 clusters
  Score: Raw -1045838.841437 + Penalty 2943.397038 = -1042895.444399
  nChanged 206
		SP:Iteration 9Q (73628.880000 sec): 3 clusters
  Score: Raw -1045908.033219 + Penalty 2943.397038 = -1042964.636180
  nChanged 216
		SP:Iteration 10Q (73629.110000 sec): 3 clusters
  Score: Raw -1045996.392260 + Penalty 2943.397038 = -1043052.995222
  nChanged 222
		SP:Iteration 11Q (73629.340000 sec): 3 clusters
  Score: Raw -1046083.200225 + Penalty 2943.397038 = -1043139.803186
  nChanged 225
		SP:Iteration 12Q (73629.560000 sec): 3 clusters
  Score: Raw -1046177.226392 + Penalty 2943.397038 = -1043233.829353
  nChanged 225
		SP:Iteration 13Q (73629.800000 sec): 3 clusters
  Score: Raw -1046279.554486 + Penalty 2943.397038 = -1043336.157448
  nChanged 233
		SP:Iteration 14Q (73630.050000 sec): 3 clusters
  Score: Raw -1046395.737665 + Penalty 2943.397038 = -1043452.340627
  nChanged 256
		SP:Iteration 15Q (73630.240000 sec): 3 clusters
  Score: Raw -1046533.534419 + Penalty 2943.397038 = -1043590.137380
  nChanged 265
		SP:Iteration 16Q (73630.480000 sec): 3 clusters
  Score: Raw -1046691.368903 + Penalty 2943.397038 = -1043747.971864
  nChanged 298
		SP:Iteration 17Q (73630.720000 sec): 3 clusters
  Score: Raw -1046867.296079 + Penalty 2943.397038 = -1043923.899041
  nChanged 232
		SP:Iteration 18Q (73630.950000 sec): 3 clusters
  Score: Raw -1046999.824232 + Penalty 2943.397038 = -1044056.427194
  nChanged 222
		SP:Iteration 19Q (73631.170000 sec): 3 clusters
  Score: Raw -1047127.738503 + Penalty 2943.397038 = -1044184.341464
  nChanged 207
		SP:Iteration 20F (73631.380000 sec): 3 clusters
  Score: Raw -1047242.980241 + Penalty 2943.397038 = -1044299.583202
  nChanged 183
		SP:Iteration 21Q (73631.570000 sec): 3 clusters
  Score: Raw -1047337.725769 + Penalty 2943.397038 = -1044394.328731
  nChanged 156
		SP:Iteration 22Q (73631.780000 sec): 3 clusters
  Score: Raw -1047412.925242 + Penalty 2943.397038 = -1044469.528203
  nChanged 135
		SP:Iteration 23Q (73632.040000 sec): 3 clusters
  Score: Raw -1047475.701892 + Penalty 2943.397038 = -1044532.304854
  nChanged 117
		SP:Iteration 24Q (73632.230000 sec): 3 clusters
  Score: Raw -1047526.942573 + Penalty 2943.397038 = -1044583.545534
  nChanged 103
		SP:Iteration 25Q (73632.480000 sec): 3 clusters
  Score: Raw -1047576.249724 + Penalty 2943.397038 = -1044632.852686
  nChanged 106
		SP:Iteration 26Q (73632.670000 sec): 3 clusters
  Score: Raw -1047624.754651 + Penalty 2943.397038 = -1044681.357613
  nChanged 98
		SP:Iteration 27Q (73632.910000 sec): 3 clusters
  Score: Raw -1047666.229653 + Penalty 2943.397038 = -1044722.832615
  nChanged 78
		SP:Iteration 28Q (73633.130000 sec): 3 clusters
  Score: Raw -1047703.633695 + Penalty 2943.397038 = -1044760.236657
  nChanged 72
		SP:Iteration 29Q (73633.330000 sec): 3 clusters
  Score: Raw -1047738.733023 + Penalty 2943.397038 = -1044795.335985
  nChanged 65
		SP:Iteration 30Q (73633.510000 sec): 3 clusters
  Score: Raw -1047768.968906 + Penalty 2943.397038 = -1044825.571867
  nChanged 59
		SP:Iteration 31Q (73633.700000 sec): 3 clusters
  Score: Raw -1047800.430436 + Penalty 2943.397038 = -1044857.033398
  nChanged 54
		SP:Iteration 32Q (73633.920000 sec): 3 clusters
  Score: Raw -1047828.916958 + Penalty 2943.397038 = -1044885.519919
  nChanged 44
		SP:Iteration 33Q (73634.140000 sec): 3 clusters
  Score: Raw -1047848.769507 + Penalty 2943.397038 = -1044905.372468
  nChanged 29
		SP:Iteration 34Q (73634.400000 sec): 3 clusters
  Score: Raw -1047861.573454 + Penalty 2943.397038 = -1044918.176416
  nChanged 21
		SP:Iteration 35Q (73634.610000 sec): 3 clusters
  Score: Raw -1047872.931297 + Penalty 2943.397038 = -1044929.534258
  nChanged 17
		SP:Iteration 36Q (73634.830000 sec): 3 clusters
  Score: Raw -1047881.795539 + Penalty 2943.397038 = -1044938.398501
  nChanged 16
		SP:Iteration 37Q (73635.040000 sec): 3 clusters
  Score: Raw -1047890.574581 + Penalty 2943.397038 = -1044947.177542
  nChanged 26
		SP:Iteration 38Q (73635.220000 sec): 3 clusters
  Score: Raw -1047904.522774 + Penalty 2943.397038 = -1044961.125736
  nChanged 27
		SP:Iteration 39Q (73635.430000 sec): 3 clusters
  Score: Raw -1047917.864459 + Penalty 2943.397038 = -1044974.467420
  nChanged 28
		SP:Iteration 40F (73635.660000 sec): 3 clusters
  Score: Raw -1047930.758208 + Penalty 2943.397038 = -1044987.361169
  nChanged 21
		SP:Iteration 41Q (73635.890000 sec): 3 clusters
  Score: Raw -1047943.616176 + Penalty 2943.397038 = -1045000.219138
  nChanged 29
		SP:Iteration 42Q (73636.120000 sec): 3 clusters
  Score: Raw -1047958.855819 + Penalty 2943.397038 = -1045015.458780
  nChanged 26
		SP:Iteration 43Q (73636.330000 sec): 3 clusters
  Score: Raw -1047974.999839 + Penalty 2943.397038 = -1045031.602800
  nChanged 21
		SP:Iteration 44Q (73636.540000 sec): 3 clusters
  Score: Raw -1047986.379438 + Penalty 2943.397038 = -1045042.982399
  nChanged 19
		SP:Iteration 45Q (73636.730000 sec): 3 clusters
  Score: Raw -1047999.169455 + Penalty 2943.397038 = -1045055.772416
  nChanged 20
		SP:Iteration 46Q (73636.930000 sec): 3 clusters
  Score: Raw -1048013.204227 + Penalty 2943.397038 = -1045069.807189
  nChanged 15
		SP:Iteration 47Q (73637.140000 sec): 3 clusters
  Score: Raw -1048020.987767 + Penalty 2943.397038 = -1045077.590729
  nChanged 14
		SP:Iteration 48Q (73637.330000 sec): 3 clusters
  Score: Raw -1048028.013933 + Penalty 2943.397038 = -1045084.616895
  nChanged 6
		SP:Iteration 49Q (73637.520000 sec): 3 clusters
  Score: Raw -1048031.379126 + Penalty 2943.397038 = -1045087.982088
  nChanged 5
		SP:Iteration 50Q (73637.710000 sec): 3 clusters
  Score: Raw -1048033.849266 + Penalty 2943.397038 = -1045090.452228
  nChanged 3
		SP:Iteration 51Q (73637.930000 sec): 3 clusters
  Score: Raw -1048035.607169 + Penalty 2943.397038 = -1045092.210131
  nChanged 3
		SP:Iteration 52Q (73638.120000 sec): 3 clusters
  Score: Raw -1048036.880056 + Penalty 2943.397038 = -1045093.483017
  nChanged 3
		SP:Iteration 53Q (73638.300000 sec): 3 clusters
  Score: Raw -1048038.225103 + Penalty 2943.397038 = -1045094.828064
  nChanged 2
		SP:Iteration 54Q (73638.500000 sec): 3 clusters
  Score: Raw -1048039.229969 + Penalty 2943.397038 = -1045095.832931
  nChanged 1
		SP:Iteration 55Q (73638.670000 sec): 3 clusters
  Score: Raw -1048039.473700 + Penalty 2943.397038 = -1045096.076661
  nChanged 0
		SP:Iteration 56F (73638.860000 sec): 3 clusters
  Score: Raw -1048039.473700 + Penalty 2943.397038 = -1045096.076661
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73638.990000 sec): 2 clusters
  Score: Raw -854825.652167 + Penalty 1445.428475 = -853380.223692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73639.240000 sec): 3 clusters
  Score: Raw -850828.941887 + Penalty 2890.856950 = -847938.084937
  nChanged 3057
		SP:Iteration 1F (73639.460000 sec): 3 clusters
  Score: Raw -852547.155299 + Penalty 2890.856950 = -849656.298349
  nChanged 510
		SP:Iteration 2F (73639.680000 sec): 3 clusters
  Score: Raw -852876.566754 + Penalty 2890.856950 = -849985.709805
  nChanged 465
		SP:Iteration 3F (73639.860000 sec): 3 clusters
  Score: Raw -853173.188393 + Penalty 2890.856950 = -850282.331443
  nChanged 402
		SP:Iteration 4F (73640.100000 sec): 3 clusters
  Score: Raw -853416.579221 + Penalty 2890.856950 = -850525.722271
  nChanged 349
		SP:Iteration 5Q (73640.310000 sec): 3 clusters
  Score: Raw -853625.502011 + Penalty 2890.856950 = -850734.645062
  nChanged 339
		SP:Iteration 6Q (73640.540000 sec): 3 clusters
  Score: Raw -853841.594928 + Penalty 2890.856950 = -850950.737978
  nChanged 334
		SP:Iteration 7Q (73640.780000 sec): 3 clusters
  Score: Raw -854038.366089 + Penalty 2890.856950 = -851147.509139
  nChanged 275
		SP:Iteration 8Q (73641.030000 sec): 3 clusters
  Score: Raw -854189.569789 + Penalty 2890.856950 = -851298.712839
  nChanged 214
		SP:Iteration 9Q (73641.200000 sec): 3 clusters
  Score: Raw -854302.242315 + Penalty 2890.856950 = -851411.385365
  nChanged 194
		SP:Iteration 10Q (73641.430000 sec): 3 clusters
  Score: Raw -854387.099960 + Penalty 2890.856950 = -851496.243010
  nChanged 166
		SP:Iteration 11Q (73641.630000 sec): 3 clusters
  Score: Raw -854450.537633 + Penalty 2890.856950 = -851559.680683
  nChanged 126
		SP:Iteration 12Q (73641.890000 sec): 3 clusters
  Score: Raw -854484.807310 + Penalty 2890.856950 = -851593.950360
  nChanged 86
		SP:Iteration 13Q (73642.100000 sec): 3 clusters
  Score: Raw -854505.896683 + Penalty 2890.856950 = -851615.039733
  nChanged 70
		SP:Iteration 14Q (73642.280000 sec): 3 clusters
  Score: Raw -854524.907605 + Penalty 2890.856950 = -851634.050655
  nChanged 68
		SP:Iteration 15Q (73642.530000 sec): 3 clusters
  Score: Raw -854540.548590 + Penalty 2890.856950 = -851649.691640
  nChanged 49
		SP:Iteration 16Q (73642.760000 sec): 3 clusters
  Score: Raw -854550.199216 + Penalty 2890.856950 = -851659.342267
  nChanged 45
		SP:Iteration 17Q (73642.960000 sec): 3 clusters
  Score: Raw -854558.123462 + Penalty 2890.856950 = -851667.266512
  nChanged 36
		SP:Iteration 18Q (73643.160000 sec): 3 clusters
  Score: Raw -854564.536376 + Penalty 2890.856950 = -851673.679426
  nChanged 30
		SP:Iteration 19Q (73643.370000 sec): 3 clusters
  Score: Raw -854570.195520 + Penalty 2890.856950 = -851679.338570
  nChanged 29
		SP:Iteration 20F (73643.610000 sec): 3 clusters
  Score: Raw -854575.598460 + Penalty 2890.856950 = -851684.741510
  nChanged 25
		SP:Iteration 21Q (73643.830000 sec): 3 clusters
  Score: Raw -854578.920274 + Penalty 2890.856950 = -851688.063324
  nChanged 9
		SP:Iteration 22Q (73644.010000 sec): 3 clusters
  Score: Raw -854580.438805 + Penalty 2890.856950 = -851689.581855
  nChanged 15
		SP:Iteration 23Q (73644.250000 sec): 3 clusters
  Score: Raw -854582.715932 + Penalty 2890.856950 = -851691.858982
  nChanged 10
		SP:Iteration 24Q (73644.490000 sec): 3 clusters
  Score: Raw -854585.165791 + Penalty 2890.856950 = -851694.308842
  nChanged 14
		SP:Iteration 25Q (73644.710000 sec): 3 clusters
  Score: Raw -854588.195455 + Penalty 2890.856950 = -851697.338505
  nChanged 13
		SP:Iteration 26Q (73644.930000 sec): 3 clusters
  Score: Raw -854591.143003 + Penalty 2890.856950 = -851700.286053
  nChanged 17
		SP:Iteration 27Q (73645.140000 sec): 3 clusters
  Score: Raw -854593.988972 + Penalty 2890.856950 = -851703.132022
  nChanged 15
		SP:Iteration 28Q (73645.330000 sec): 3 clusters
  Score: Raw -854595.797380 + Penalty 2890.856950 = -851704.940430
  nChanged 13
		SP:Iteration 29Q (73645.550000 sec): 3 clusters
  Score: Raw -854598.235465 + Penalty 2890.856950 = -851707.378515
  nChanged 18
		SP:Iteration 30Q (73645.760000 sec): 3 clusters
  Score: Raw -854602.599529 + Penalty 2890.856950 = -851711.742579
  nChanged 22
		SP:Iteration 31Q (73645.990000 sec): 3 clusters
  Score: Raw -854606.671238 + Penalty 2890.856950 = -851715.814288
  nChanged 25
		SP:Iteration 32Q (73646.170000 sec): 3 clusters
  Score: Raw -854611.879594 + Penalty 2890.856950 = -851721.022644
  nChanged 27
		SP:Iteration 33Q (73646.370000 sec): 3 clusters
  Score: Raw -854616.399013 + Penalty 2890.856950 = -851725.542063
  nChanged 22
		SP:Iteration 34Q (73646.560000 sec): 3 clusters
  Score: Raw -854620.606588 + Penalty 2890.856950 = -851729.749638
  nChanged 23
		SP:Iteration 35Q (73646.750000 sec): 3 clusters
  Score: Raw -854624.779297 + Penalty 2890.856950 = -851733.922347
  nChanged 26
		SP:Iteration 36Q (73647.010000 sec): 3 clusters
  Score: Raw -854628.931601 + Penalty 2890.856950 = -851738.074651
  nChanged 27
		SP:Iteration 37Q (73647.220000 sec): 3 clusters
  Score: Raw -854632.679048 + Penalty 2890.856950 = -851741.822098
  nChanged 21
		SP:Iteration 38Q (73647.430000 sec): 3 clusters
  Score: Raw -854635.539066 + Penalty 2890.856950 = -851744.682116
  nChanged 18
		SP:Iteration 39Q (73647.640000 sec): 3 clusters
  Score: Raw -854638.198728 + Penalty 2890.856950 = -851747.341779
  nChanged 18
		SP:Iteration 40F (73647.860000 sec): 3 clusters
  Score: Raw -854641.094518 + Penalty 2890.856950 = -851750.237568
  nChanged 18
		SP:Iteration 41Q (73648.090000 sec): 3 clusters
  Score: Raw -854643.926199 + Penalty 2890.856950 = -851753.069249
  nChanged 16
		SP:Iteration 42Q (73648.290000 sec): 3 clusters
  Score: Raw -854646.401440 + Penalty 2890.856950 = -851755.544491
  nChanged 21
		SP:Iteration 43Q (73648.520000 sec): 3 clusters
  Score: Raw -854650.466309 + Penalty 2890.856950 = -851759.609359
  nChanged 22
		SP:Iteration 44Q (73648.730000 sec): 3 clusters
  Score: Raw -854654.328496 + Penalty 2890.856950 = -851763.471546
  nChanged 22
		SP:Iteration 45Q (73648.960000 sec): 3 clusters
  Score: Raw -854658.038489 + Penalty 2890.856950 = -851767.181540
  nChanged 19
		SP:Iteration 46Q (73649.180000 sec): 3 clusters
  Score: Raw -854661.214336 + Penalty 2890.856950 = -851770.357387
  nChanged 13
		SP:Iteration 47Q (73649.400000 sec): 3 clusters
  Score: Raw -854663.216451 + Penalty 2890.856950 = -851772.359501
  nChanged 9
		SP:Iteration 48Q (73649.590000 sec): 3 clusters
  Score: Raw -854664.277692 + Penalty 2890.856950 = -851773.420742
  nChanged 10
		SP:Iteration 49Q (73649.820000 sec): 3 clusters
  Score: Raw -854665.300731 + Penalty 2890.856950 = -851774.443781
  nChanged 12
		SP:Iteration 50Q (73650.010000 sec): 3 clusters
  Score: Raw -854667.049726 + Penalty 2890.856950 = -851776.192776
  nChanged 12
		SP:Iteration 51Q (73650.210000 sec): 3 clusters
  Score: Raw -854668.858793 + Penalty 2890.856950 = -851778.001843
  nChanged 10
		SP:Iteration 52Q (73650.420000 sec): 3 clusters
  Score: Raw -854670.416725 + Penalty 2890.856950 = -851779.559775
  nChanged 9
		SP:Iteration 53Q (73650.630000 sec): 3 clusters
  Score: Raw -854671.787783 + Penalty 2890.856950 = -851780.930833
  nChanged 8
		SP:Iteration 54Q (73650.830000 sec): 3 clusters
  Score: Raw -854672.733726 + Penalty 2890.856950 = -851781.876777
  nChanged 5
		SP:Iteration 55Q (73650.990000 sec): 3 clusters
  Score: Raw -854673.407515 + Penalty 2890.856950 = -851782.550565
  nChanged 6
		SP:Iteration 56Q (73651.260000 sec): 3 clusters
  Score: Raw -854674.079116 + Penalty 2890.856950 = -851783.222166
  nChanged 4
		SP:Iteration 57Q (73651.460000 sec): 3 clusters
  Score: Raw -854674.241222 + Penalty 2890.856950 = -851783.384272
  nChanged 0
		SP:Iteration 58F (73651.720000 sec): 3 clusters
  Score: Raw -854674.241222 + Penalty 2890.856950 = -851783.384272
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73651.850000 sec): 2 clusters
  Score: Raw -917515.440570 + Penalty 1482.546871 = -916032.893699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73652.070000 sec): 3 clusters
  Score: Raw -912367.423367 + Penalty 2965.093741 = -909402.329625
  nChanged 3964
		SP:Iteration 1F (73652.300000 sec): 3 clusters
  Score: Raw -914523.488959 + Penalty 2965.093741 = -911558.395218
  nChanged 607
		SP:Iteration 2F (73652.520000 sec): 3 clusters
  Score: Raw -914812.843777 + Penalty 2965.093741 = -911847.750036
  nChanged 497
		SP:Iteration 3F (73652.740000 sec): 3 clusters
  Score: Raw -915039.883105 + Penalty 2965.093741 = -912074.789364
  nChanged 414
		SP:Iteration 4Q (73652.910000 sec): 3 clusters
  Score: Raw -915223.522625 + Penalty 2965.093741 = -912258.428883
  nChanged 367
		SP:Iteration 5Q (73653.130000 sec): 3 clusters
  Score: Raw -915387.665787 + Penalty 2965.093741 = -912422.572045
  nChanged 328
		SP:Iteration 6Q (73653.350000 sec): 3 clusters
  Score: Raw -915530.748535 + Penalty 2965.093741 = -912565.654793
  nChanged 329
		SP:Iteration 7Q (73653.590000 sec): 3 clusters
  Score: Raw -915677.905517 + Penalty 2965.093741 = -912712.811776
  nChanged 313
		SP:Iteration 8Q (73653.860000 sec): 3 clusters
  Score: Raw -915800.236179 + Penalty 2965.093741 = -912835.142437
  nChanged 291
		SP:Iteration 9Q (73654.080000 sec): 3 clusters
  Score: Raw -915929.010906 + Penalty 2965.093741 = -912963.917164
  nChanged 307
		SP:Iteration 10Q (73654.340000 sec): 3 clusters
  Score: Raw -916071.763153 + Penalty 2965.093741 = -913106.669411
  nChanged 272
		SP:Iteration 11Q (73654.580000 sec): 3 clusters
  Score: Raw -916204.561370 + Penalty 2965.093741 = -913239.467629
  nChanged 270
		SP:Iteration 12Q (73654.860000 sec): 3 clusters
  Score: Raw -916335.054583 + Penalty 2965.093741 = -913369.960842
  nChanged 282
		SP:Iteration 13Q (73655.070000 sec): 3 clusters
  Score: Raw -916485.273305 + Penalty 2965.093741 = -913520.179564
  nChanged 244
		SP:Iteration 14Q (73655.320000 sec): 3 clusters
  Score: Raw -916612.727898 + Penalty 2965.093741 = -913647.634156
  nChanged 199
		SP:Iteration 15Q (73655.550000 sec): 3 clusters
  Score: Raw -916704.959192 + Penalty 2965.093741 = -913739.865450
  nChanged 181
		SP:Iteration 16Q (73655.800000 sec): 3 clusters
  Score: Raw -916777.470184 + Penalty 2965.093741 = -913812.376443
  nChanged 163
		SP:Iteration 17Q (73656.010000 sec): 3 clusters
  Score: Raw -916853.935546 + Penalty 2965.093741 = -913888.841805
  nChanged 180
		SP:Iteration 18Q (73656.200000 sec): 3 clusters
  Score: Raw -916933.324059 + Penalty 2965.093741 = -913968.230318
  nChanged 161
		SP:Iteration 19Q (73656.420000 sec): 3 clusters
  Score: Raw -917010.758677 + Penalty 2965.093741 = -914045.664935
  nChanged 145
		SP:Iteration 20F (73656.670000 sec): 3 clusters
  Score: Raw -917082.922197 + Penalty 2965.093741 = -914117.828455
  nChanged 136
		SP:Iteration 21Q (73656.900000 sec): 3 clusters
  Score: Raw -917144.347692 + Penalty 2965.093741 = -914179.253950
  nChanged 122
		SP:Iteration 22Q (73657.170000 sec): 3 clusters
  Score: Raw -917192.038597 + Penalty 2965.093741 = -914226.944856
  nChanged 104
		SP:Iteration 23Q (73657.370000 sec): 3 clusters
  Score: Raw -917234.495913 + Penalty 2965.093741 = -914269.402171
  nChanged 97
		SP:Iteration 24Q (73657.630000 sec): 3 clusters
  Score: Raw -917279.828081 + Penalty 2965.093741 = -914314.734340
  nChanged 97
		SP:Iteration 25Q (73657.890000 sec): 3 clusters
  Score: Raw -917323.191579 + Penalty 2965.093741 = -914358.097838
  nChanged 85
		SP:Iteration 26Q (73658.130000 sec): 3 clusters
  Score: Raw -917357.651628 + Penalty 2965.093741 = -914392.557887
  nChanged 81
		SP:Iteration 27Q (73658.420000 sec): 3 clusters
  Score: Raw -917390.247492 + Penalty 2965.093741 = -914425.153751
  nChanged 91
		SP:Iteration 28Q (73658.650000 sec): 3 clusters
  Score: Raw -917435.597162 + Penalty 2965.093741 = -914470.503421
  nChanged 79
		SP:Iteration 29Q (73658.830000 sec): 3 clusters
  Score: Raw -917474.770982 + Penalty 2965.093741 = -914509.677240
  nChanged 65
		SP:Iteration 30Q (73659.030000 sec): 3 clusters
  Score: Raw -917503.007241 + Penalty 2965.093741 = -914537.913499
  nChanged 54
		SP:Iteration 31Q (73659.210000 sec): 3 clusters
  Score: Raw -917528.210372 + Penalty 2965.093741 = -914563.116631
  nChanged 63
		SP:Iteration 32Q (73659.450000 sec): 3 clusters
  Score: Raw -917555.417246 + Penalty 2965.093741 = -914590.323504
  nChanged 58
		SP:Iteration 33Q (73659.680000 sec): 3 clusters
  Score: Raw -917583.739063 + Penalty 2965.093741 = -914618.645322
  nChanged 61
		SP:Iteration 34Q (73659.870000 sec): 3 clusters
  Score: Raw -917608.006805 + Penalty 2965.093741 = -914642.913064
  nChanged 46
		SP:Iteration 35Q (73660.120000 sec): 3 clusters
  Score: Raw -917633.907798 + Penalty 2965.093741 = -914668.814057
  nChanged 49
		SP:Iteration 36Q (73660.330000 sec): 3 clusters
  Score: Raw -917660.733582 + Penalty 2965.093741 = -914695.639840
  nChanged 39
		SP:Iteration 37Q (73660.500000 sec): 3 clusters
  Score: Raw -917680.354399 + Penalty 2965.093741 = -914715.260658
  nChanged 35
		SP:Iteration 38Q (73660.740000 sec): 3 clusters
  Score: Raw -917694.781061 + Penalty 2965.093741 = -914729.687320
  nChanged 28
		SP:Iteration 39Q (73660.970000 sec): 3 clusters
  Score: Raw -917706.450283 + Penalty 2965.093741 = -914741.356542
  nChanged 21
		SP:Iteration 40F (73661.210000 sec): 3 clusters
  Score: Raw -917714.637173 + Penalty 2965.093741 = -914749.543431
  nChanged 15
		SP:Iteration 41Q (73661.400000 sec): 3 clusters
  Score: Raw -917720.931122 + Penalty 2965.093741 = -914755.837381
  nChanged 19
		SP:Iteration 42Q (73661.600000 sec): 3 clusters
  Score: Raw -917729.961753 + Penalty 2965.093741 = -914764.868011
  nChanged 18
		SP:Iteration 43Q (73661.830000 sec): 3 clusters
  Score: Raw -917736.601362 + Penalty 2965.093741 = -914771.507620
  nChanged 17
		SP:Iteration 44Q (73662.090000 sec): 3 clusters
  Score: Raw -917743.640826 + Penalty 2965.093741 = -914778.547084
  nChanged 18
		SP:Iteration 45Q (73662.320000 sec): 3 clusters
  Score: Raw -917750.827563 + Penalty 2965.093741 = -914785.733822
  nChanged 19
		SP:Iteration 46Q (73662.570000 sec): 3 clusters
  Score: Raw -917757.763849 + Penalty 2965.093741 = -914792.670108
  nChanged 14
		SP:Iteration 47Q (73662.760000 sec): 3 clusters
  Score: Raw -917762.915433 + Penalty 2965.093741 = -914797.821692
  nChanged 13
		SP:Iteration 48Q (73662.990000 sec): 3 clusters
  Score: Raw -917768.139495 + Penalty 2965.093741 = -914803.045754
  nChanged 15
		SP:Iteration 49Q (73663.260000 sec): 3 clusters
  Score: Raw -917774.637086 + Penalty 2965.093741 = -914809.543345
  nChanged 12
		SP:Iteration 50Q (73663.510000 sec): 3 clusters
  Score: Raw -917779.869010 + Penalty 2965.093741 = -914814.775269
  nChanged 10
		SP:Iteration 51Q (73663.710000 sec): 3 clusters
  Score: Raw -917784.803452 + Penalty 2965.093741 = -914819.709710
  nChanged 9
		SP:Iteration 52Q (73663.910000 sec): 3 clusters
  Score: Raw -917790.544220 + Penalty 2965.093741 = -914825.450478
  nChanged 11
		SP:Iteration 53Q (73664.140000 sec): 3 clusters
  Score: Raw -917795.716513 + Penalty 2965.093741 = -914830.622772
  nChanged 16
		SP:Iteration 54Q (73664.420000 sec): 3 clusters
  Score: Raw -917803.276009 + Penalty 2965.093741 = -914838.182268
  nChanged 17
		SP:Iteration 55Q (73664.680000 sec): 3 clusters
  Score: Raw -917812.741298 + Penalty 2965.093741 = -914847.647556
  nChanged 17
		SP:Iteration 56Q (73664.910000 sec): 3 clusters
  Score: Raw -917823.871300 + Penalty 2965.093741 = -914858.777559
  nChanged 14
		SP:Iteration 57Q (73665.140000 sec): 3 clusters
  Score: Raw -917830.033103 + Penalty 2965.093741 = -914864.939362
  nChanged 9
		SP:Iteration 58Q (73665.380000 sec): 3 clusters
  Score: Raw -917833.220192 + Penalty 2965.093741 = -914868.126450
  nChanged 6
		SP:Iteration 59Q (73665.660000 sec): 3 clusters
  Score: Raw -917835.764594 + Penalty 2965.093741 = -914870.670853
  nChanged 6
		SP:Iteration 60F (73665.840000 sec): 3 clusters
  Score: Raw -917839.855551 + Penalty 2965.093741 = -914874.761810
  nChanged 4
		SP:Iteration 61Q (73666.040000 sec): 3 clusters
  Score: Raw -917842.194668 + Penalty 2965.093741 = -914877.100927
  nChanged 6
		SP:Iteration 62Q (73666.250000 sec): 3 clusters
  Score: Raw -917845.039669 + Penalty 2965.093741 = -914879.945928
  nChanged 2
		SP:Iteration 63Q (73666.490000 sec): 3 clusters
  Score: Raw -917846.194171 + Penalty 2965.093741 = -914881.100430
  nChanged 5
		SP:Iteration 64Q (73666.740000 sec): 3 clusters
  Score: Raw -917848.517989 + Penalty 2965.093741 = -914883.424248
  nChanged 2
		SP:Iteration 65Q (73666.940000 sec): 3 clusters
  Score: Raw -917849.174764 + Penalty 2965.093741 = -914884.081023
  nChanged 0
		SP:Iteration 66F (73667.160000 sec): 3 clusters
  Score: Raw -917849.174764 + Penalty 2965.093741 = -914884.081023
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (38949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73667.500000 sec): 2 clusters
  Score: Raw -4299175.410667 + Penalty 1717.626361 = -4297457.784305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73667.870000 sec): 3 clusters
  Score: Raw -4274797.128443 + Penalty 3435.252723 = -4271361.875721
  nChanged 18168
		SP:Iteration 1F (73668.250000 sec): 3 clusters
  Score: Raw -4285356.256392 + Penalty 3435.252723 = -4281921.003670
  nChanged 1909
		SP:Iteration 2Q (73668.650000 sec): 3 clusters
  Score: Raw -4286021.450460 + Penalty 3435.252723 = -4282586.197737
  nChanged 1938
		SP:Iteration 3Q (73669.020000 sec): 3 clusters
  Score: Raw -4286814.116674 + Penalty 3435.252723 = -4283378.863952
  nChanged 2107
		SP:Iteration 4F (73669.480000 sec): 3 clusters
  Score: Raw -4287792.488182 + Penalty 3435.252723 = -4284357.235459
  nChanged 2286
		SP:Iteration 5F (73669.860000 sec): 3 clusters
  Score: Raw -4289069.909656 + Penalty 3435.252723 = -4285634.656934
  nChanged 2481
		SP:Iteration 6F (73670.220000 sec): 3 clusters
  Score: Raw -4290723.800615 + Penalty 3435.252723 = -4287288.547893
  nChanged 2593
		SP:Iteration 7F (73670.600000 sec): 3 clusters
  Score: Raw -4292723.467058 + Penalty 3435.252723 = -4289288.214336
  nChanged 2470
		SP:Iteration 8F (73670.980000 sec): 3 clusters
  Score: Raw -4294834.731004 + Penalty 3435.252723 = -4291399.478281
  nChanged 2027
		SP:Iteration 9F (73671.380000 sec): 3 clusters
  Score: Raw -4296629.863097 + Penalty 3435.252723 = -4293194.610375
  nChanged 1496
		SP:Iteration 10Q (73671.810000 sec): 3 clusters
  Score: Raw -4297950.063311 + Penalty 3435.252723 = -4294514.810588
  nChanged 924
		SP:Iteration 11Q (73672.210000 sec): 3 clusters
  Score: Raw -4298725.770126 + Penalty 3435.252723 = -4295290.517403
  nChanged 461
		SP:Iteration 12Q (73672.620000 sec): 3 clusters
  Score: Raw -4299100.693128 + Penalty 3435.252723 = -4295665.440406
  nChanged 242
		SP:Iteration 13Q (73673.010000 sec): 3 clusters
  Score: Raw -4299285.920620 + Penalty 3435.252723 = -4295850.667898
  nChanged 120
		SP:Iteration 14Q (73673.370000 sec): 3 clusters
  Score: Raw -4299389.146831 + Penalty 3435.252723 = -4295953.894108
  nChanged 72
		SP:Iteration 15Q (73673.740000 sec): 3 clusters
  Score: Raw -4299452.011865 + Penalty 3435.252723 = -4296016.759142
  nChanged 47
		SP:Iteration 16Q (73674.140000 sec): 3 clusters
  Score: Raw -4299486.282273 + Penalty 3435.252723 = -4296051.029551
  nChanged 29
		SP:Iteration 17Q (73674.500000 sec): 3 clusters
  Score: Raw -4299504.293377 + Penalty 3435.252723 = -4296069.040655
  nChanged 14
		SP:Iteration 18Q (73674.850000 sec): 3 clusters
  Score: Raw -4299515.768062 + Penalty 3435.252723 = -4296080.515340
  nChanged 21
		SP:Iteration 19Q (73675.220000 sec): 3 clusters
  Score: Raw -4299530.325506 + Penalty 3435.252723 = -4296095.072783
  nChanged 18
		SP:Iteration 20F (73675.590000 sec): 3 clusters
  Score: Raw -4299539.757489 + Penalty 3435.252723 = -4296104.504766
  nChanged 11
		SP:Iteration 21Q (73675.910000 sec): 3 clusters
  Score: Raw -4299545.211809 + Penalty 3435.252723 = -4296109.959086
  nChanged 2
		SP:Iteration 22Q (73676.270000 sec): 3 clusters
  Score: Raw -4299545.820809 + Penalty 3435.252723 = -4296110.568086
  nChanged 1
		SP:Iteration 23Q (73676.650000 sec): 3 clusters
  Score: Raw -4299546.072106 + Penalty 3435.252723 = -4296110.819383
  nChanged 0
		SP:Iteration 24F (73676.970000 sec): 3 clusters
  Score: Raw -4299546.072106 + Penalty 3435.252723 = -4296110.819383
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73677.160000 sec): 2 clusters
  Score: Raw -1168510.900492 + Penalty 1507.309945 = -1167003.590547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73677.510000 sec): 3 clusters
  Score: Raw -1162360.086590 + Penalty 3014.619891 = -1159345.466699
  nChanged 4676
		SP:Iteration 1F (73677.790000 sec): 3 clusters
  Score: Raw -1164961.228670 + Penalty 3014.619891 = -1161946.608779
  nChanged 688
		SP:Iteration 2F (73678.090000 sec): 3 clusters
  Score: Raw -1165291.244160 + Penalty 3014.619891 = -1162276.624269
  nChanged 620
		SP:Iteration 3F (73678.350000 sec): 3 clusters
  Score: Raw -1165627.167340 + Penalty 3014.619891 = -1162612.547450
  nChanged 578
		SP:Iteration 4F (73678.610000 sec): 3 clusters
  Score: Raw -1165922.643829 + Penalty 3014.619891 = -1162908.023938
  nChanged 512
		SP:Iteration 5Q (73678.850000 sec): 3 clusters
  Score: Raw -1166224.046464 + Penalty 3014.619891 = -1163209.426573
  nChanged 533
		SP:Iteration 6Q (73679.100000 sec): 3 clusters
  Score: Raw -1166549.359151 + Penalty 3014.619891 = -1163534.739260
  nChanged 518
		SP:Iteration 7Q (73679.360000 sec): 3 clusters
  Score: Raw -1166896.837423 + Penalty 3014.619891 = -1163882.217532
  nChanged 520
		SP:Iteration 8Q (73679.640000 sec): 3 clusters
  Score: Raw -1167244.247959 + Penalty 3014.619891 = -1164229.628068
  nChanged 437
		SP:Iteration 9Q (73679.890000 sec): 3 clusters
  Score: Raw -1167500.842514 + Penalty 3014.619891 = -1164486.222623
  nChanged 348
		SP:Iteration 10Q (73680.150000 sec): 3 clusters
  Score: Raw -1167697.625012 + Penalty 3014.619891 = -1164683.005121
  nChanged 319
		SP:Iteration 11Q (73680.410000 sec): 3 clusters
  Score: Raw -1167873.542556 + Penalty 3014.619891 = -1164858.922665
  nChanged 258
		SP:Iteration 12Q (73680.610000 sec): 3 clusters
  Score: Raw -1168022.345972 + Penalty 3014.619891 = -1165007.726081
  nChanged 243
		SP:Iteration 13Q (73680.810000 sec): 3 clusters
  Score: Raw -1168149.291538 + Penalty 3014.619891 = -1165134.671647
  nChanged 214
		SP:Iteration 14Q (73681.070000 sec): 3 clusters
  Score: Raw -1168252.647511 + Penalty 3014.619891 = -1165238.027620
  nChanged 191
		SP:Iteration 15Q (73681.320000 sec): 3 clusters
  Score: Raw -1168344.231575 + Penalty 3014.619891 = -1165329.611685
  nChanged 184
		SP:Iteration 16Q (73681.590000 sec): 3 clusters
  Score: Raw -1168432.207702 + Penalty 3014.619891 = -1165417.587811
  nChanged 174
		SP:Iteration 17Q (73681.830000 sec): 3 clusters
  Score: Raw -1168517.765465 + Penalty 3014.619891 = -1165503.145574
  nChanged 184
		SP:Iteration 18Q (73682.030000 sec): 3 clusters
  Score: Raw -1168613.620309 + Penalty 3014.619891 = -1165599.000418
  nChanged 173
		SP:Iteration 19Q (73682.320000 sec): 3 clusters
  Score: Raw -1168691.896568 + Penalty 3014.619891 = -1165677.276677
  nChanged 143
		SP:Iteration 20F (73682.550000 sec): 3 clusters
  Score: Raw -1168757.550286 + Penalty 3014.619891 = -1165742.930395
  nChanged 142
		SP:Iteration 21Q (73682.850000 sec): 3 clusters
  Score: Raw -1168819.970016 + Penalty 3014.619891 = -1165805.350125
  nChanged 133
		SP:Iteration 22Q (73683.080000 sec): 3 clusters
  Score: Raw -1168878.827325 + Penalty 3014.619891 = -1165864.207434
  nChanged 123
		SP:Iteration 23Q (73683.330000 sec): 3 clusters
  Score: Raw -1168940.347272 + Penalty 3014.619891 = -1165925.727381
  nChanged 104
		SP:Iteration 24Q (73683.570000 sec): 3 clusters
  Score: Raw -1168991.623287 + Penalty 3014.619891 = -1165977.003396
  nChanged 108
		SP:Iteration 25Q (73683.830000 sec): 3 clusters
  Score: Raw -1169047.705307 + Penalty 3014.619891 = -1166033.085416
  nChanged 112
		SP:Iteration 26Q (73684.090000 sec): 3 clusters
  Score: Raw -1169103.185696 + Penalty 3014.619891 = -1166088.565805
  nChanged 89
		SP:Iteration 27Q (73684.400000 sec): 3 clusters
  Score: Raw -1169142.088610 + Penalty 3014.619891 = -1166127.468719
  nChanged 84
		SP:Iteration 28Q (73684.650000 sec): 3 clusters
  Score: Raw -1169173.067014 + Penalty 3014.619891 = -1166158.447123
  nChanged 70
		SP:Iteration 29Q (73684.910000 sec): 3 clusters
  Score: Raw -1169195.307816 + Penalty 3014.619891 = -1166180.687925
  nChanged 63
		SP:Iteration 30Q (73685.140000 sec): 3 clusters
  Score: Raw -1169212.858205 + Penalty 3014.619891 = -1166198.238314
  nChanged 52
		SP:Iteration 31Q (73685.490000 sec): 3 clusters
  Score: Raw -1169228.700231 + Penalty 3014.619891 = -1166214.080340
  nChanged 56
		SP:Iteration 32Q (73685.780000 sec): 3 clusters
  Score: Raw -1169241.815783 + Penalty 3014.619891 = -1166227.195892
  nChanged 35
		SP:Iteration 33Q (73686.030000 sec): 3 clusters
  Score: Raw -1169249.478362 + Penalty 3014.619891 = -1166234.858471
  nChanged 28
		SP:Iteration 34Q (73686.290000 sec): 3 clusters
  Score: Raw -1169255.406395 + Penalty 3014.619891 = -1166240.786504
  nChanged 26
		SP:Iteration 35Q (73686.540000 sec): 3 clusters
  Score: Raw -1169259.876880 + Penalty 3014.619891 = -1166245.256989
  nChanged 27
		SP:Iteration 36Q (73686.790000 sec): 3 clusters
  Score: Raw -1169266.562031 + Penalty 3014.619891 = -1166251.942140
  nChanged 27
		SP:Iteration 37Q (73687.030000 sec): 3 clusters
  Score: Raw -1169271.911248 + Penalty 3014.619891 = -1166257.291357
  nChanged 25
		SP:Iteration 38Q (73687.290000 sec): 3 clusters
  Score: Raw -1169275.836555 + Penalty 3014.619891 = -1166261.216664
  nChanged 26
		SP:Iteration 39Q (73687.560000 sec): 3 clusters
  Score: Raw -1169280.400692 + Penalty 3014.619891 = -1166265.780801
  nChanged 29
		SP:Iteration 40F (73687.790000 sec): 3 clusters
  Score: Raw -1169286.233190 + Penalty 3014.619891 = -1166271.613299
  nChanged 21
		SP:Iteration 41Q (73688.050000 sec): 3 clusters
  Score: Raw -1169290.257124 + Penalty 3014.619891 = -1166275.637233
  nChanged 20
		SP:Iteration 42Q (73688.350000 sec): 3 clusters
  Score: Raw -1169293.440771 + Penalty 3014.619891 = -1166278.820880
  nChanged 11
		SP:Iteration 43Q (73688.600000 sec): 3 clusters
  Score: Raw -1169295.156186 + Penalty 3014.619891 = -1166280.536296
  nChanged 9
		SP:Iteration 44Q (73688.860000 sec): 3 clusters
  Score: Raw -1169296.199538 + Penalty 3014.619891 = -1166281.579647
  nChanged 4
		SP:Iteration 45Q (73689.140000 sec): 3 clusters
  Score: Raw -1169296.518755 + Penalty 3014.619891 = -1166281.898864
  nChanged 4
		SP:Iteration 46Q (73689.400000 sec): 3 clusters
  Score: Raw -1169296.992167 + Penalty 3014.619891 = -1166282.372277
  nChanged 2
		SP:Iteration 47Q (73689.650000 sec): 3 clusters
  Score: Raw -1169297.386805 + Penalty 3014.619891 = -1166282.766914
  nChanged 3
		SP:Iteration 48Q (73689.880000 sec): 3 clusters
  Score: Raw -1169297.657020 + Penalty 3014.619891 = -1166283.037129
  nChanged 2
		SP:Iteration 49Q (73690.140000 sec): 3 clusters
  Score: Raw -1169297.935734 + Penalty 3014.619891 = -1166283.315843
  nChanged 1
		SP:Iteration 50Q (73690.400000 sec): 3 clusters
  Score: Raw -1169297.984291 + Penalty 3014.619891 = -1166283.364400
  nChanged 1
		SP:Iteration 51Q (73690.640000 sec): 3 clusters
  Score: Raw -1169298.083429 + Penalty 3014.619891 = -1166283.463538
  nChanged 3
		SP:Iteration 52Q (73690.830000 sec): 3 clusters
  Score: Raw -1169298.334334 + Penalty 3014.619891 = -1166283.714443
  nChanged 1
		SP:Iteration 53Q (73691.080000 sec): 3 clusters
  Score: Raw -1169298.367850 + Penalty 3014.619891 = -1166283.747959
  nChanged 2
		SP:Iteration 54Q (73691.290000 sec): 3 clusters
  Score: Raw -1169298.467091 + Penalty 3014.619891 = -1166283.847200
  nChanged 2
		SP:Iteration 55Q (73691.520000 sec): 3 clusters
  Score: Raw -1169298.758228 + Penalty 3014.619891 = -1166284.138337
  nChanged 1
		SP:Iteration 56Q (73691.720000 sec): 3 clusters
  Score: Raw -1169298.823746 + Penalty 3014.619891 = -1166284.203855
  nChanged 0
		SP:Iteration 57F (73691.930000 sec): 3 clusters
  Score: Raw -1169298.823746 + Penalty 3014.619891 = -1166284.203855
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (22329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73692.130000 sec): 2 clusters
  Score: Raw -2568465.210247 + Penalty 1627.216754 = -2566837.993493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73692.440000 sec): 3 clusters
  Score: Raw -2554949.639848 + Penalty 3254.433507 = -2551695.206341
  nChanged 10088
		SP:Iteration 1F (73692.730000 sec): 3 clusters
  Score: Raw -2560401.517682 + Penalty 3254.433507 = -2557147.084175
  nChanged 974
		SP:Iteration 2Q (73693.040000 sec): 3 clusters
  Score: Raw -2560685.842410 + Penalty 3254.433507 = -2557431.408903
  nChanged 858
		SP:Iteration 3Q (73693.430000 sec): 3 clusters
  Score: Raw -2560943.782188 + Penalty 3254.433507 = -2557689.348681
  nChanged 825
		SP:Iteration 4Q (73693.730000 sec): 3 clusters
  Score: Raw -2561202.355456 + Penalty 3254.433507 = -2557947.921948
  nChanged 826
		SP:Iteration 5Q (73694.080000 sec): 3 clusters
  Score: Raw -2561463.671129 + Penalty 3254.433507 = -2558209.237622
  nChanged 794
		SP:Iteration 6Q (73694.350000 sec): 3 clusters
  Score: Raw -2561754.459487 + Penalty 3254.433507 = -2558500.025980
  nChanged 799
		SP:Iteration 7Q (73694.700000 sec): 3 clusters
  Score: Raw -2562081.900105 + Penalty 3254.433507 = -2558827.466598
  nChanged 840
		SP:Iteration 8Q (73695.010000 sec): 3 clusters
  Score: Raw -2562520.814706 + Penalty 3254.433507 = -2559266.381199
  nChanged 945
		SP:Iteration 9Q (73695.380000 sec): 3 clusters
  Score: Raw -2563107.329160 + Penalty 3254.433507 = -2559852.895653
  nChanged 973
		SP:Iteration 10Q (73695.700000 sec): 3 clusters
  Score: Raw -2563781.710456 + Penalty 3254.433507 = -2560527.276948
  nChanged 1011
		SP:Iteration 11Q (73696.040000 sec): 3 clusters
  Score: Raw -2564614.605863 + Penalty 3254.433507 = -2561360.172356
  nChanged 1075
		SP:Iteration 12Q (73696.340000 sec): 3 clusters
  Score: Raw -2565539.849432 + Penalty 3254.433507 = -2562285.415924
  nChanged 986
		SP:Iteration 13Q (73696.630000 sec): 3 clusters
  Score: Raw -2566324.450518 + Penalty 3254.433507 = -2563070.017010
  nChanged 796
		SP:Iteration 14Q (73697.010000 sec): 3 clusters
  Score: Raw -2566886.789294 + Penalty 3254.433507 = -2563632.355787
  nChanged 568
		SP:Iteration 15Q (73697.290000 sec): 3 clusters
  Score: Raw -2567213.041233 + Penalty 3254.433507 = -2563958.607726
  nChanged 436
		SP:Iteration 16Q (73697.600000 sec): 3 clusters
  Score: Raw -2567426.557268 + Penalty 3254.433507 = -2564172.123760
  nChanged 325
		SP:Iteration 17Q (73697.880000 sec): 3 clusters
  Score: Raw -2567571.357325 + Penalty 3254.433507 = -2564316.923818
  nChanged 278
		SP:Iteration 18Q (73698.120000 sec): 3 clusters
  Score: Raw -2567679.087827 + Penalty 3254.433507 = -2564424.654319
  nChanged 236
		SP:Iteration 19Q (73698.380000 sec): 3 clusters
  Score: Raw -2567769.190998 + Penalty 3254.433507 = -2564514.757491
  nChanged 215
		SP:Iteration 20F (73698.640000 sec): 3 clusters
  Score: Raw -2567857.790539 + Penalty 3254.433507 = -2564603.357031
  nChanged 200
		SP:Iteration 21Q (73698.870000 sec): 3 clusters
  Score: Raw -2567923.003986 + Penalty 3254.433507 = -2564668.570479
  nChanged 159
		SP:Iteration 22Q (73699.180000 sec): 3 clusters
  Score: Raw -2567972.678618 + Penalty 3254.433507 = -2564718.245111
  nChanged 153
		SP:Iteration 23Q (73699.440000 sec): 3 clusters
  Score: Raw -2568017.659757 + Penalty 3254.433507 = -2564763.226250
  nChanged 146
		SP:Iteration 24Q (73699.710000 sec): 3 clusters
  Score: Raw -2568067.736584 + Penalty 3254.433507 = -2564813.303076
  nChanged 155
		SP:Iteration 25Q (73700.000000 sec): 3 clusters
  Score: Raw -2568119.728420 + Penalty 3254.433507 = -2564865.294912
  nChanged 148
		SP:Iteration 26Q (73700.320000 sec): 3 clusters
  Score: Raw -2568169.851975 + Penalty 3254.433507 = -2564915.418468
  nChanged 128
		SP:Iteration 27Q (73700.660000 sec): 3 clusters
  Score: Raw -2568220.578555 + Penalty 3254.433507 = -2564966.145047
  nChanged 136
		SP:Iteration 28Q (73701.080000 sec): 3 clusters
  Score: Raw -2568276.075014 + Penalty 3254.433507 = -2565021.641507
  nChanged 130
		SP:Iteration 29Q (73701.410000 sec): 3 clusters
  Score: Raw -2568330.688654 + Penalty 3254.433507 = -2565076.255147
  nChanged 103
		SP:Iteration 30Q (73701.780000 sec): 3 clusters
  Score: Raw -2568372.801678 + Penalty 3254.433507 = -2565118.368171
  nChanged 102
		SP:Iteration 31Q (73702.080000 sec): 3 clusters
  Score: Raw -2568411.833182 + Penalty 3254.433507 = -2565157.399674
  nChanged 96
		SP:Iteration 32Q (73702.330000 sec): 3 clusters
  Score: Raw -2568447.742427 + Penalty 3254.433507 = -2565193.308919
  nChanged 80
		SP:Iteration 33Q (73702.610000 sec): 3 clusters
  Score: Raw -2568474.892741 + Penalty 3254.433507 = -2565220.459233
  nChanged 67
		SP:Iteration 34Q (73702.910000 sec): 3 clusters
  Score: Raw -2568497.784981 + Penalty 3254.433507 = -2565243.351473
  nChanged 63
		SP:Iteration 35Q (73703.230000 sec): 3 clusters
  Score: Raw -2568516.502857 + Penalty 3254.433507 = -2565262.069350
  nChanged 48
		SP:Iteration 36Q (73703.510000 sec): 3 clusters
  Score: Raw -2568531.431532 + Penalty 3254.433507 = -2565276.998024
  nChanged 50
		SP:Iteration 37Q (73703.760000 sec): 3 clusters
  Score: Raw -2568549.305809 + Penalty 3254.433507 = -2565294.872302
  nChanged 44
		SP:Iteration 38Q (73704.040000 sec): 3 clusters
  Score: Raw -2568564.687247 + Penalty 3254.433507 = -2565310.253740
  nChanged 45
		SP:Iteration 39Q (73704.330000 sec): 3 clusters
  Score: Raw -2568579.981664 + Penalty 3254.433507 = -2565325.548157
  nChanged 44
		SP:Iteration 40F (73704.600000 sec): 3 clusters
  Score: Raw -2568592.410118 + Penalty 3254.433507 = -2565337.976611
  nChanged 34
		SP:Iteration 41Q (73704.830000 sec): 3 clusters
  Score: Raw -2568605.988678 + Penalty 3254.433507 = -2565351.555171
  nChanged 36
		SP:Iteration 42Q (73705.130000 sec): 3 clusters
  Score: Raw -2568616.597013 + Penalty 3254.433507 = -2565362.163506
  nChanged 23
		SP:Iteration 43Q (73705.390000 sec): 3 clusters
  Score: Raw -2568623.455115 + Penalty 3254.433507 = -2565369.021608
  nChanged 21
		SP:Iteration 44Q (73705.730000 sec): 3 clusters
  Score: Raw -2568631.433604 + Penalty 3254.433507 = -2565377.000097
  nChanged 28
		SP:Iteration 45Q (73706.050000 sec): 3 clusters
  Score: Raw -2568640.861497 + Penalty 3254.433507 = -2565386.427990
  nChanged 23
		SP:Iteration 46Q (73706.320000 sec): 3 clusters
  Score: Raw -2568647.771233 + Penalty 3254.433507 = -2565393.337726
  nChanged 27
		SP:Iteration 47Q (73706.650000 sec): 3 clusters
  Score: Raw -2568656.927106 + Penalty 3254.433507 = -2565402.493599
  nChanged 18
		SP:Iteration 48Q (73706.950000 sec): 3 clusters
  Score: Raw -2568663.004908 + Penalty 3254.433507 = -2565408.571401
  nChanged 18
		SP:Iteration 49Q (73707.230000 sec): 3 clusters
  Score: Raw -2568670.971763 + Penalty 3254.433507 = -2565416.538256
  nChanged 21
		SP:Iteration 50Q (73707.540000 sec): 3 clusters
  Score: Raw -2568678.270997 + Penalty 3254.433507 = -2565423.837489
  nChanged 21
		SP:Iteration 51Q (73707.880000 sec): 3 clusters
  Score: Raw -2568686.908139 + Penalty 3254.433507 = -2565432.474631
  nChanged 29
		SP:Iteration 52Q (73708.170000 sec): 3 clusters
  Score: Raw -2568697.481948 + Penalty 3254.433507 = -2565443.048440
  nChanged 36
		SP:Iteration 53Q (73708.470000 sec): 3 clusters
  Score: Raw -2568712.492210 + Penalty 3254.433507 = -2565458.058703
  nChanged 21
		SP:Iteration 54Q (73708.820000 sec): 3 clusters
  Score: Raw -2568719.686398 + Penalty 3254.433507 = -2565465.252890
  nChanged 20
		SP:Iteration 55Q (73709.100000 sec): 3 clusters
  Score: Raw -2568726.848181 + Penalty 3254.433507 = -2565472.414674
  nChanged 17
		SP:Iteration 56Q (73709.360000 sec): 3 clusters
  Score: Raw -2568732.450580 + Penalty 3254.433507 = -2565478.017073
  nChanged 13
		SP:Iteration 57Q (73709.660000 sec): 3 clusters
  Score: Raw -2568737.585225 + Penalty 3254.433507 = -2565483.151718
  nChanged 17
		SP:Iteration 58Q (73710.030000 sec): 3 clusters
  Score: Raw -2568742.888889 + Penalty 3254.433507 = -2565488.455381
  nChanged 13
		SP:Iteration 59Q (73710.330000 sec): 3 clusters
  Score: Raw -2568746.232691 + Penalty 3254.433507 = -2565491.799184
  nChanged 10
		SP:Iteration 60F (73710.680000 sec): 3 clusters
  Score: Raw -2568748.320117 + Penalty 3254.433507 = -2565493.886610
  nChanged 7
		SP:Iteration 61Q (73710.950000 sec): 3 clusters
  Score: Raw -2568750.318490 + Penalty 3254.433507 = -2565495.884982
  nChanged 7
		SP:Iteration 62Q (73711.190000 sec): 3 clusters
  Score: Raw -2568752.732938 + Penalty 3254.433507 = -2565498.299431
  nChanged 6
		SP:Iteration 63Q (73711.520000 sec): 3 clusters
  Score: Raw -2568755.299205 + Penalty 3254.433507 = -2565500.865698
  nChanged 9
		SP:Iteration 64Q (73711.770000 sec): 3 clusters
  Score: Raw -2568758.608965 + Penalty 3254.433507 = -2565504.175458
  nChanged 6
		SP:Iteration 65Q (73712.050000 sec): 3 clusters
  Score: Raw -2568760.268992 + Penalty 3254.433507 = -2565505.835485
  nChanged 8
		SP:Iteration 66Q (73712.340000 sec): 3 clusters
  Score: Raw -2568764.344772 + Penalty 3254.433507 = -2565509.911264
  nChanged 5
		SP:Iteration 67Q (73712.600000 sec): 3 clusters
  Score: Raw -2568766.214576 + Penalty 3254.433507 = -2565511.781069
  nChanged 1
		SP:Iteration 68Q (73712.880000 sec): 3 clusters
  Score: Raw -2568766.703863 + Penalty 3254.433507 = -2565512.270356
  nChanged 2
		SP:Iteration 69Q (73713.100000 sec): 3 clusters
  Score: Raw -2568767.152361 + Penalty 3254.433507 = -2565512.718854
  nChanged 2
		SP:Iteration 70Q (73713.390000 sec): 3 clusters
  Score: Raw -2568767.915806 + Penalty 3254.433507 = -2565513.482298
  nChanged 0
		SP:Iteration 71F (73713.700000 sec): 3 clusters
  Score: Raw -2568767.915806 + Penalty 3254.433507 = -2565513.482298
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (17825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73713.930000 sec): 2 clusters
  Score: Raw -1854818.499844 + Penalty 1590.608052 = -1853227.891792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73714.250000 sec): 3 clusters
  Score: Raw -1844156.072680 + Penalty 3181.216105 = -1840974.856575
  nChanged 7950
		SP:Iteration 1F (73714.530000 sec): 3 clusters
  Score: Raw -1848946.183411 + Penalty 3181.216105 = -1845764.967306
  nChanged 1222
		SP:Iteration 2F (73714.810000 sec): 3 clusters
  Score: Raw -1849804.627036 + Penalty 3181.216105 = -1846623.410931
  nChanged 1378
		SP:Iteration 3F (73715.170000 sec): 3 clusters
  Score: Raw -1850907.889530 + Penalty 3181.216105 = -1847726.673425
  nChanged 1325
		SP:Iteration 4F (73715.390000 sec): 3 clusters
  Score: Raw -1852017.796206 + Penalty 3181.216105 = -1848836.580101
  nChanged 1218
		SP:Iteration 5F (73715.680000 sec): 3 clusters
  Score: Raw -1852993.990020 + Penalty 3181.216105 = -1849812.773915
  nChanged 950
		SP:Iteration 6F (73715.970000 sec): 3 clusters
  Score: Raw -1853738.230438 + Penalty 3181.216105 = -1850557.014333
  nChanged 692
		SP:Iteration 7Q (73716.310000 sec): 3 clusters
  Score: Raw -1854266.978920 + Penalty 3181.216105 = -1851085.762816
  nChanged 543
		SP:Iteration 8Q (73716.560000 sec): 3 clusters
  Score: Raw -1854650.100868 + Penalty 3181.216105 = -1851468.884763
  nChanged 396
		SP:Iteration 9Q (73716.850000 sec): 3 clusters
  Score: Raw -1854957.518299 + Penalty 3181.216105 = -1851776.302194
  nChanged 283
		SP:Iteration 10Q (73717.180000 sec): 3 clusters
  Score: Raw -1855157.818715 + Penalty 3181.216105 = -1851976.602611
  nChanged 225
		SP:Iteration 11Q (73717.450000 sec): 3 clusters
  Score: Raw -1855312.710100 + Penalty 3181.216105 = -1852131.493996
  nChanged 180
		SP:Iteration 12Q (73717.780000 sec): 3 clusters
  Score: Raw -1855433.709647 + Penalty 3181.216105 = -1852252.493542
  nChanged 153
		SP:Iteration 13Q (73718.020000 sec): 3 clusters
  Score: Raw -1855508.902372 + Penalty 3181.216105 = -1852327.686268
  nChanged 127
		SP:Iteration 14Q (73718.320000 sec): 3 clusters
  Score: Raw -1855570.209866 + Penalty 3181.216105 = -1852388.993761
  nChanged 104
		SP:Iteration 15Q (73718.610000 sec): 3 clusters
  Score: Raw -1855609.699265 + Penalty 3181.216105 = -1852428.483160
  nChanged 86
		SP:Iteration 16Q (73718.850000 sec): 3 clusters
  Score: Raw -1855641.265050 + Penalty 3181.216105 = -1852460.048945
  nChanged 68
		SP:Iteration 17Q (73719.200000 sec): 3 clusters
  Score: Raw -1855665.503520 + Penalty 3181.216105 = -1852484.287416
  nChanged 55
		SP:Iteration 18Q (73719.500000 sec): 3 clusters
  Score: Raw -1855681.315833 + Penalty 3181.216105 = -1852500.099728
  nChanged 48
		SP:Iteration 19Q (73719.770000 sec): 3 clusters
  Score: Raw -1855693.366671 + Penalty 3181.216105 = -1852512.150566
  nChanged 25
		SP:Iteration 20F (73720.100000 sec): 3 clusters
  Score: Raw -1855699.565653 + Penalty 3181.216105 = -1852518.349549
  nChanged 15
		SP:Iteration 21Q (73720.320000 sec): 3 clusters
  Score: Raw -1855702.503209 + Penalty 3181.216105 = -1852521.287105
  nChanged 12
		SP:Iteration 22Q (73720.580000 sec): 3 clusters
  Score: Raw -1855704.606992 + Penalty 3181.216105 = -1852523.390887
  nChanged 12
		SP:Iteration 23Q (73720.860000 sec): 3 clusters
  Score: Raw -1855707.145343 + Penalty 3181.216105 = -1852525.929238
  nChanged 7
		SP:Iteration 24Q (73721.140000 sec): 3 clusters
  Score: Raw -1855708.615353 + Penalty 3181.216105 = -1852527.399249
  nChanged 8
		SP:Iteration 25Q (73721.430000 sec): 3 clusters
  Score: Raw -1855710.817172 + Penalty 3181.216105 = -1852529.601067
  nChanged 8
		SP:Iteration 26Q (73721.690000 sec): 3 clusters
  Score: Raw -1855712.697027 + Penalty 3181.216105 = -1852531.480923
  nChanged 15
		SP:Iteration 27Q (73722.020000 sec): 3 clusters
  Score: Raw -1855716.487187 + Penalty 3181.216105 = -1852535.271082
  nChanged 12
		SP:Iteration 28Q (73722.290000 sec): 3 clusters
  Score: Raw -1855718.356055 + Penalty 3181.216105 = -1852537.139950
  nChanged 8
		SP:Iteration 29Q (73722.610000 sec): 3 clusters
  Score: Raw -1855720.032196 + Penalty 3181.216105 = -1852538.816091
  nChanged 8
		SP:Iteration 30Q (73722.870000 sec): 3 clusters
  Score: Raw -1855721.498521 + Penalty 3181.216105 = -1852540.282416
  nChanged 1
		SP:Iteration 31Q (73723.140000 sec): 3 clusters
  Score: Raw -1855721.622305 + Penalty 3181.216105 = -1852540.406201
  nChanged 3
		SP:Iteration 32Q (73723.380000 sec): 3 clusters
  Score: Raw -1855722.183242 + Penalty 3181.216105 = -1852540.967137
  nChanged 1
		SP:Iteration 33Q (73723.690000 sec): 3 clusters
  Score: Raw -1855722.404201 + Penalty 3181.216105 = -1852541.188096
  nChanged 3
		SP:Iteration 34Q (73723.930000 sec): 3 clusters
  Score: Raw -1855722.976178 + Penalty 3181.216105 = -1852541.760073
  nChanged 1
		SP:Iteration 35Q (73724.200000 sec): 3 clusters
  Score: Raw -1855723.206758 + Penalty 3181.216105 = -1852541.990654
  nChanged 2
		SP:Iteration 36Q (73724.420000 sec): 3 clusters
  Score: Raw -1855723.772715 + Penalty 3181.216105 = -1852542.556611
  nChanged 2
		SP:Iteration 37Q (73724.670000 sec): 3 clusters
  Score: Raw -1855724.164152 + Penalty 3181.216105 = -1852542.948047
  nChanged 2
		SP:Iteration 38Q (73724.970000 sec): 3 clusters
  Score: Raw -1855724.310529 + Penalty 3181.216105 = -1852543.094425
  nChanged 3
		SP:Iteration 39Q (73725.240000 sec): 3 clusters
  Score: Raw -1855724.856873 + Penalty 3181.216105 = -1852543.640769
  nChanged 0
		SP:Iteration 40F (73725.470000 sec): 3 clusters
  Score: Raw -1855724.856873 + Penalty 3181.216105 = -1852543.640769
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (15401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73725.640000 sec): 2 clusters
  Score: Raw -1724883.892351 + Penalty 1566.855505 = -1723317.036847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73725.910000 sec): 3 clusters
  Score: Raw -1715785.232763 + Penalty 3133.711009 = -1712651.521753
  nChanged 6791
		SP:Iteration 1F (73726.150000 sec): 3 clusters
  Score: Raw -1719614.708741 + Penalty 3133.711009 = -1716480.997731
  nChanged 982
		SP:Iteration 2F (73726.430000 sec): 3 clusters
  Score: Raw -1720034.942443 + Penalty 3133.711009 = -1716901.231433
  nChanged 822
		SP:Iteration 3F (73726.720000 sec): 3 clusters
  Score: Raw -1720378.823392 + Penalty 3133.711009 = -1717245.112383
  nChanged 759
		SP:Iteration 4Q (73726.920000 sec): 3 clusters
  Score: Raw -1720687.432625 + Penalty 3133.711009 = -1717553.721616
  nChanged 656
		SP:Iteration 5Q (73727.220000 sec): 3 clusters
  Score: Raw -1720953.634291 + Penalty 3133.711009 = -1717819.923282
  nChanged 606
		SP:Iteration 6Q (73727.510000 sec): 3 clusters
  Score: Raw -1721227.445397 + Penalty 3133.711009 = -1718093.734387
  nChanged 653
		SP:Iteration 7Q (73727.790000 sec): 3 clusters
  Score: Raw -1721509.166985 + Penalty 3133.711009 = -1718375.455975
  nChanged 601
		SP:Iteration 8Q (73728.040000 sec): 3 clusters
  Score: Raw -1721726.035821 + Penalty 3133.711009 = -1718592.324811
  nChanged 537
		SP:Iteration 9Q (73728.270000 sec): 3 clusters
  Score: Raw -1721920.099307 + Penalty 3133.711009 = -1718786.388297
  nChanged 446
		SP:Iteration 10Q (73728.570000 sec): 3 clusters
  Score: Raw -1722070.389556 + Penalty 3133.711009 = -1718936.678547
  nChanged 382
		SP:Iteration 11Q (73728.860000 sec): 3 clusters
  Score: Raw -1722183.917638 + Penalty 3133.711009 = -1719050.206629
  nChanged 337
		SP:Iteration 12Q (73729.090000 sec): 3 clusters
  Score: Raw -1722277.548301 + Penalty 3133.711009 = -1719143.837292
  nChanged 303
		SP:Iteration 13Q (73729.360000 sec): 3 clusters
  Score: Raw -1722358.696139 + Penalty 3133.711009 = -1719224.985129
  nChanged 284
		SP:Iteration 14Q (73729.680000 sec): 3 clusters
  Score: Raw -1722434.141385 + Penalty 3133.711009 = -1719300.430376
  nChanged 249
		SP:Iteration 15Q (73729.950000 sec): 3 clusters
  Score: Raw -1722508.250895 + Penalty 3133.711009 = -1719374.539885
  nChanged 256
		SP:Iteration 16Q (73730.270000 sec): 3 clusters
  Score: Raw -1722585.541549 + Penalty 3133.711009 = -1719451.830539
  nChanged 261
		SP:Iteration 17Q (73730.570000 sec): 3 clusters
  Score: Raw -1722663.413578 + Penalty 3133.711009 = -1719529.702568
  nChanged 239
		SP:Iteration 18Q (73730.830000 sec): 3 clusters
  Score: Raw -1722743.241516 + Penalty 3133.711009 = -1719609.530506
  nChanged 265
		SP:Iteration 19Q (73731.120000 sec): 3 clusters
  Score: Raw -1722830.833592 + Penalty 3133.711009 = -1719697.122583
  nChanged 255
		SP:Iteration 20F (73731.410000 sec): 3 clusters
  Score: Raw -1722921.703959 + Penalty 3133.711009 = -1719787.992949
  nChanged 279
		SP:Iteration 21Q (73731.690000 sec): 3 clusters
  Score: Raw -1723012.954633 + Penalty 3133.711009 = -1719879.243623
  nChanged 243
		SP:Iteration 22Q (73731.920000 sec): 3 clusters
  Score: Raw -1723091.226048 + Penalty 3133.711009 = -1719957.515038
  nChanged 238
		SP:Iteration 23Q (73732.230000 sec): 3 clusters
  Score: Raw -1723166.280658 + Penalty 3133.711009 = -1720032.569649
  nChanged 220
		SP:Iteration 24Q (73732.560000 sec): 3 clusters
  Score: Raw -1723228.743934 + Penalty 3133.711009 = -1720095.032924
  nChanged 191
		SP:Iteration 25Q (73732.860000 sec): 3 clusters
  Score: Raw -1723274.310181 + Penalty 3133.711009 = -1720140.599172
  nChanged 142
		SP:Iteration 26Q (73733.140000 sec): 3 clusters
  Score: Raw -1723303.564122 + Penalty 3133.711009 = -1720169.853112
  nChanged 132
		SP:Iteration 27Q (73733.370000 sec): 3 clusters
  Score: Raw -1723332.804185 + Penalty 3133.711009 = -1720199.093175
  nChanged 133
		SP:Iteration 28Q (73733.680000 sec): 3 clusters
  Score: Raw -1723367.097986 + Penalty 3133.711009 = -1720233.386977
  nChanged 125
		SP:Iteration 29Q (73733.880000 sec): 3 clusters
  Score: Raw -1723396.696803 + Penalty 3133.711009 = -1720262.985794
  nChanged 136
		SP:Iteration 30Q (73734.210000 sec): 3 clusters
  Score: Raw -1723431.210133 + Penalty 3133.711009 = -1720297.499124
  nChanged 136
		SP:Iteration 31Q (73734.510000 sec): 3 clusters
  Score: Raw -1723463.068428 + Penalty 3133.711009 = -1720329.357418
  nChanged 116
		SP:Iteration 32Q (73734.750000 sec): 3 clusters
  Score: Raw -1723488.523701 + Penalty 3133.711009 = -1720354.812692
  nChanged 111
		SP:Iteration 33Q (73735.030000 sec): 3 clusters
  Score: Raw -1723513.503102 + Penalty 3133.711009 = -1720379.792092
  nChanged 115
		SP:Iteration 34Q (73735.300000 sec): 3 clusters
  Score: Raw -1723538.240311 + Penalty 3133.711009 = -1720404.529301
  nChanged 117
		SP:Iteration 35Q (73735.580000 sec): 3 clusters
  Score: Raw -1723563.449889 + Penalty 3133.711009 = -1720429.738879
  nChanged 107
		SP:Iteration 36Q (73735.860000 sec): 3 clusters
  Score: Raw -1723585.191236 + Penalty 3133.711009 = -1720451.480227
  nChanged 90
		SP:Iteration 37Q (73736.200000 sec): 3 clusters
  Score: Raw -1723603.647483 + Penalty 3133.711009 = -1720469.936474
  nChanged 90
		SP:Iteration 38Q (73736.450000 sec): 3 clusters
  Score: Raw -1723621.695020 + Penalty 3133.711009 = -1720487.984011
  nChanged 93
		SP:Iteration 39Q (73736.710000 sec): 3 clusters
  Score: Raw -1723637.266395 + Penalty 3133.711009 = -1720503.555385
  nChanged 87
		SP:Iteration 40F (73737.050000 sec): 3 clusters
  Score: Raw -1723654.339545 + Penalty 3133.711009 = -1720520.628535
  nChanged 80
		SP:Iteration 41Q (73737.410000 sec): 3 clusters
  Score: Raw -1723669.392880 + Penalty 3133.711009 = -1720535.681871
  nChanged 80
		SP:Iteration 42Q (73737.710000 sec): 3 clusters
  Score: Raw -1723683.847621 + Penalty 3133.711009 = -1720550.136612
  nChanged 75
		SP:Iteration 43Q (73738.010000 sec): 3 clusters
  Score: Raw -1723698.901562 + Penalty 3133.711009 = -1720565.190552
  nChanged 91
		SP:Iteration 44Q (73738.270000 sec): 3 clusters
  Score: Raw -1723720.511898 + Penalty 3133.711009 = -1720586.800889
  nChanged 90
		SP:Iteration 45Q (73738.580000 sec): 3 clusters
  Score: Raw -1723740.734109 + Penalty 3133.711009 = -1720607.023099
  nChanged 89
		SP:Iteration 46Q (73738.890000 sec): 3 clusters
  Score: Raw -1723764.072341 + Penalty 3133.711009 = -1720630.361331
  nChanged 103
		SP:Iteration 47Q (73739.140000 sec): 3 clusters
  Score: Raw -1723788.770656 + Penalty 3133.711009 = -1720655.059646
  nChanged 96
		SP:Iteration 48Q (73739.370000 sec): 3 clusters
  Score: Raw -1723810.153838 + Penalty 3133.711009 = -1720676.442829
  nChanged 88
		SP:Iteration 49Q (73739.670000 sec): 3 clusters
  Score: Raw -1723830.376801 + Penalty 3133.711009 = -1720696.665792
  nChanged 79
		SP:Iteration 50Q (73739.910000 sec): 3 clusters
  Score: Raw -1723849.594890 + Penalty 3133.711009 = -1720715.883881
  nChanged 85
		SP:Iteration 51Q (73740.190000 sec): 3 clusters
  Score: Raw -1723869.478449 + Penalty 3133.711009 = -1720735.767440
  nChanged 88
		SP:Iteration 52Q (73740.520000 sec): 3 clusters
  Score: Raw -1723891.173804 + Penalty 3133.711009 = -1720757.462795
  nChanged 99
		SP:Iteration 53Q (73740.810000 sec): 3 clusters
  Score: Raw -1723915.497387 + Penalty 3133.711009 = -1720781.786377
  nChanged 94
		SP:Iteration 54Q (73741.090000 sec): 3 clusters
  Score: Raw -1723934.460631 + Penalty 3133.711009 = -1720800.749622
  nChanged 85
		SP:Iteration 55Q (73741.320000 sec): 3 clusters
  Score: Raw -1723953.513342 + Penalty 3133.711009 = -1720819.802332
  nChanged 76
		SP:Iteration 56Q (73741.570000 sec): 3 clusters
  Score: Raw -1723968.928938 + Penalty 3133.711009 = -1720835.217928
  nChanged 63
		SP:Iteration 57Q (73741.840000 sec): 3 clusters
  Score: Raw -1723981.968426 + Penalty 3133.711009 = -1720848.257416
  nChanged 66
		SP:Iteration 58Q (73742.090000 sec): 3 clusters
  Score: Raw -1724000.340793 + Penalty 3133.711009 = -1720866.629784
  nChanged 86
		SP:Iteration 59Q (73742.320000 sec): 3 clusters
  Score: Raw -1724020.297877 + Penalty 3133.711009 = -1720886.586868
  nChanged 81
		SP:Iteration 60F (73742.580000 sec): 3 clusters
  Score: Raw -1724042.174921 + Penalty 3133.711009 = -1720908.463912
  nChanged 102
		SP:Iteration 61Q (73742.880000 sec): 3 clusters
  Score: Raw -1724073.039538 + Penalty 3133.711009 = -1720939.328529
  nChanged 108
		SP:Iteration 62Q (73743.110000 sec): 3 clusters
  Score: Raw -1724104.152745 + Penalty 3133.711009 = -1720970.441736
  nChanged 107
		SP:Iteration 63Q (73743.340000 sec): 3 clusters
  Score: Raw -1724129.996019 + Penalty 3133.711009 = -1720996.285010
  nChanged 90
		SP:Iteration 64Q (73743.610000 sec): 3 clusters
  Score: Raw -1724153.464392 + Penalty 3133.711009 = -1721019.753383
  nChanged 92
		SP:Iteration 65Q (73743.810000 sec): 3 clusters
  Score: Raw -1724175.924395 + Penalty 3133.711009 = -1721042.213385
  nChanged 86
		SP:Iteration 66Q (73744.080000 sec): 3 clusters
  Score: Raw -1724195.546107 + Penalty 3133.711009 = -1721061.835097
  nChanged 87
		SP:Iteration 67Q (73744.330000 sec): 3 clusters
  Score: Raw -1724218.403802 + Penalty 3133.711009 = -1721084.692792
  nChanged 84
		SP:Iteration 68Q (73744.610000 sec): 3 clusters
  Score: Raw -1724240.382928 + Penalty 3133.711009 = -1721106.671919
  nChanged 98
		SP:Iteration 69Q (73744.860000 sec): 3 clusters
  Score: Raw -1724267.386652 + Penalty 3133.711009 = -1721133.675643
  nChanged 118
		SP:Iteration 70Q (73745.180000 sec): 3 clusters
  Score: Raw -1724300.106476 + Penalty 3133.711009 = -1721166.395466
  nChanged 122
		SP:Iteration 71Q (73745.510000 sec): 3 clusters
  Score: Raw -1724328.297502 + Penalty 3133.711009 = -1721194.586493
  nChanged 85
		SP:Iteration 72Q (73745.750000 sec): 3 clusters
  Score: Raw -1724343.720270 + Penalty 3133.711009 = -1721210.009260
  nChanged 76
		SP:Iteration 73Q (73746.020000 sec): 3 clusters
  Score: Raw -1724359.521370 + Penalty 3133.711009 = -1721225.810361
  nChanged 72
		SP:Iteration 74Q (73746.280000 sec): 3 clusters
  Score: Raw -1724374.560591 + Penalty 3133.711009 = -1721240.849582
  nChanged 64
		SP:Iteration 75Q (73746.550000 sec): 3 clusters
  Score: Raw -1724387.349818 + Penalty 3133.711009 = -1721253.638809
  nChanged 70
		SP:Iteration 76Q (73746.840000 sec): 3 clusters
  Score: Raw -1724403.031031 + Penalty 3133.711009 = -1721269.320021
  nChanged 76
		SP:Iteration 77Q (73747.080000 sec): 3 clusters
  Score: Raw -1724423.063802 + Penalty 3133.711009 = -1721289.352793
  nChanged 79
		SP:Iteration 78Q (73747.270000 sec): 3 clusters
  Score: Raw -1724443.156235 + Penalty 3133.711009 = -1721309.445225
  nChanged 93
		SP:Iteration 79Q (73747.550000 sec): 3 clusters
  Score: Raw -1724469.505259 + Penalty 3133.711009 = -1721335.794250
  nChanged 101
		SP:Iteration 80F (73747.820000 sec): 3 clusters
  Score: Raw -1724498.548728 + Penalty 3133.711009 = -1721364.837718
  nChanged 81
		SP:Iteration 81Q (73748.090000 sec): 3 clusters
  Score: Raw -1724522.135905 + Penalty 3133.711009 = -1721388.424895
  nChanged 77
		SP:Iteration 82Q (73748.340000 sec): 3 clusters
  Score: Raw -1724545.751859 + Penalty 3133.711009 = -1721412.040850
  nChanged 62
		SP:Iteration 83Q (73748.570000 sec): 3 clusters
  Score: Raw -1724564.891748 + Penalty 3133.711009 = -1721431.180738
  nChanged 70
		SP:Iteration 84Q (73748.820000 sec): 3 clusters
  Score: Raw -1724590.136388 + Penalty 3133.711009 = -1721456.425379
  nChanged 82
		SP:Iteration 85Q (73749.050000 sec): 3 clusters
  Score: Raw -1724618.208009 + Penalty 3133.711009 = -1721484.497000
  nChanged 67
		SP:Iteration 86Q (73749.320000 sec): 3 clusters
  Score: Raw -1724640.815523 + Penalty 3133.711009 = -1721507.104514
  nChanged 83
		SP:Iteration 87Q (73749.520000 sec): 3 clusters
  Score: Raw -1724667.817194 + Penalty 3133.711009 = -1721534.106184
  nChanged 86
		SP:Iteration 88Q (73749.760000 sec): 3 clusters
  Score: Raw -1724701.567018 + Penalty 3133.711009 = -1721567.856008
  nChanged 104
		SP:Iteration 89Q (73750.040000 sec): 3 clusters
  Score: Raw -1724748.021450 + Penalty 3133.711009 = -1721614.310440
  nChanged 104
		SP:Iteration 90Q (73750.280000 sec): 3 clusters
  Score: Raw -1724798.975444 + Penalty 3133.711009 = -1721665.264434
  nChanged 99
		SP:Iteration 91Q (73750.620000 sec): 3 clusters
  Score: Raw -1724834.884880 + Penalty 3133.711009 = -1721701.173870
  nChanged 83
		SP:Iteration 92Q (73750.890000 sec): 3 clusters
  Score: Raw -1724863.760794 + Penalty 3133.711009 = -1721730.049785
  nChanged 83
		SP:Iteration 93Q (73751.180000 sec): 3 clusters
  Score: Raw -1724897.825591 + Penalty 3133.711009 = -1721764.114581
  nChanged 95
		SP:Iteration 94Q (73751.390000 sec): 3 clusters
  Score: Raw -1724933.435001 + Penalty 3133.711009 = -1721799.723991
  nChanged 85
		SP:Iteration 95Q (73751.640000 sec): 3 clusters
  Score: Raw -1724960.710965 + Penalty 3133.711009 = -1721826.999955
  nChanged 79
		SP:Iteration 96Q (73751.930000 sec): 3 clusters
  Score: Raw -1724986.646894 + Penalty 3133.711009 = -1721852.935885
  nChanged 68
		SP:Iteration 97Q (73752.190000 sec): 3 clusters
  Score: Raw -1725013.836855 + Penalty 3133.711009 = -1721880.125845
  nChanged 71
		SP:Iteration 98Q (73752.490000 sec): 3 clusters
  Score: Raw -1725043.553177 + Penalty 3133.711009 = -1721909.842168
  nChanged 76
		SP:Iteration 99Q (73752.720000 sec): 3 clusters
  Score: Raw -1725077.236256 + Penalty 3133.711009 = -1721943.525247
  nChanged 69
		SP:Iteration 100F (73752.980000 sec): 3 clusters
  Score: Raw -1725106.783322 + Penalty 3133.711009 = -1721973.072312
  nChanged 58
		SP:Iteration 101Q (73753.220000 sec): 3 clusters
  Score: Raw -1725127.950455 + Penalty 3133.711009 = -1721994.239446
  nChanged 57
		SP:Iteration 102Q (73753.490000 sec): 3 clusters
  Score: Raw -1725148.441512 + Penalty 3133.711009 = -1722014.730503
  nChanged 54
		SP:Iteration 103Q (73753.800000 sec): 3 clusters
  Score: Raw -1725163.909765 + Penalty 3133.711009 = -1722030.198756
  nChanged 33
		SP:Iteration 104Q (73754.100000 sec): 3 clusters
  Score: Raw -1725171.143630 + Penalty 3133.711009 = -1722037.432621
  nChanged 18
		SP:Iteration 105Q (73754.380000 sec): 3 clusters
  Score: Raw -1725175.169570 + Penalty 3133.711009 = -1722041.458561
  nChanged 16
		SP:Iteration 106Q (73754.590000 sec): 3 clusters
  Score: Raw -1725178.940455 + Penalty 3133.711009 = -1722045.229445
  nChanged 14
		SP:Iteration 107Q (73754.890000 sec): 3 clusters
  Score: Raw -1725182.464016 + Penalty 3133.711009 = -1722048.753006
  nChanged 20
		SP:Iteration 108Q (73755.210000 sec): 3 clusters
  Score: Raw -1725186.442545 + Penalty 3133.711009 = -1722052.731535
  nChanged 18
		SP:Iteration 109Q (73755.440000 sec): 3 clusters
  Score: Raw -1725190.584250 + Penalty 3133.711009 = -1722056.873241
  nChanged 12
		SP:Iteration 110Q (73755.720000 sec): 3 clusters
  Score: Raw -1725193.636841 + Penalty 3133.711009 = -1722059.925832
  nChanged 9
		SP:Iteration 111Q (73755.970000 sec): 3 clusters
  Score: Raw -1725195.421327 + Penalty 3133.711009 = -1722061.710318
  nChanged 12
		SP:Iteration 112Q (73756.220000 sec): 3 clusters
  Score: Raw -1725197.968354 + Penalty 3133.711009 = -1722064.257344
  nChanged 12
		SP:Iteration 113Q (73756.450000 sec): 3 clusters
  Score: Raw -1725200.532461 + Penalty 3133.711009 = -1722066.821451
  nChanged 16
		SP:Iteration 114Q (73756.720000 sec): 3 clusters
  Score: Raw -1725205.593626 + Penalty 3133.711009 = -1722071.882616
  nChanged 17
		SP:Iteration 115Q (73756.990000 sec): 3 clusters
  Score: Raw -1725210.041245 + Penalty 3133.711009 = -1722076.330235
  nChanged 22
		SP:Iteration 116Q (73757.220000 sec): 3 clusters
  Score: Raw -1725215.622364 + Penalty 3133.711009 = -1722081.911354
  nChanged 20
		SP:Iteration 117Q (73757.500000 sec): 3 clusters
  Score: Raw -1725220.960428 + Penalty 3133.711009 = -1722087.249419
  nChanged 12
		SP:Iteration 118Q (73757.720000 sec): 3 clusters
  Score: Raw -1725223.111170 + Penalty 3133.711009 = -1722089.400160
  nChanged 9
		SP:Iteration 119Q (73757.960000 sec): 3 clusters
  Score: Raw -1725225.320281 + Penalty 3133.711009 = -1722091.609271
  nChanged 11
		SP:Iteration 120F (73758.280000 sec): 3 clusters
  Score: Raw -1725227.789754 + Penalty 3133.711009 = -1722094.078745
  nChanged 10
		SP:Iteration 121Q (73758.520000 sec): 3 clusters
  Score: Raw -1725229.871697 + Penalty 3133.711009 = -1722096.160688
  nChanged 10
		SP:Iteration 122Q (73758.830000 sec): 3 clusters
  Score: Raw -1725231.667547 + Penalty 3133.711009 = -1722097.956537
  nChanged 6
		SP:Iteration 123Q (73759.050000 sec): 3 clusters
  Score: Raw -1725232.807960 + Penalty 3133.711009 = -1722099.096950
  nChanged 8
		SP:Iteration 124Q (73759.320000 sec): 3 clusters
  Score: Raw -1725234.562391 + Penalty 3133.711009 = -1722100.851382
  nChanged 4
		SP:Iteration 125Q (73759.580000 sec): 3 clusters
  Score: Raw -1725235.377928 + Penalty 3133.711009 = -1722101.666919
  nChanged 0
		SP:Iteration 126F (73759.930000 sec): 3 clusters
  Score: Raw -1725235.377928 + Penalty 3133.711009 = -1722101.666919
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73760.180000 sec): 2 clusters
  Score: Raw -4045287.088470 + Penalty 1691.806688 = -4043595.281783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73760.500000 sec): 3 clusters
  Score: Raw -4024491.941816 + Penalty 3383.613375 = -4021108.328441
  nChanged 15371
		SP:Iteration 1F (73760.880000 sec): 3 clusters
  Score: Raw -4033028.092461 + Penalty 3383.613375 = -4029644.479086
  nChanged 1312
		SP:Iteration 2Q (73761.250000 sec): 3 clusters
  Score: Raw -4033386.911790 + Penalty 3383.613375 = -4030003.298414
  nChanged 1301
		SP:Iteration 3Q (73761.610000 sec): 3 clusters
  Score: Raw -4033812.687033 + Penalty 3383.613375 = -4030429.073658
  nChanged 1343
		SP:Iteration 4Q (73762.020000 sec): 3 clusters
  Score: Raw -4034292.532368 + Penalty 3383.613375 = -4030908.918993
  nChanged 1404
		SP:Iteration 5Q (73762.390000 sec): 3 clusters
  Score: Raw -4034938.859467 + Penalty 3383.613375 = -4031555.246092
  nChanged 1531
		SP:Iteration 6Q (73762.740000 sec): 3 clusters
  Score: Raw -4035718.161382 + Penalty 3383.613375 = -4032334.548007
  nChanged 1667
		SP:Iteration 7F (73763.080000 sec): 3 clusters
  Score: Raw -4036757.394268 + Penalty 3383.613375 = -4033373.780893
  nChanged 1913
		SP:Iteration 8F (73763.440000 sec): 3 clusters
  Score: Raw -4038061.770214 + Penalty 3383.613375 = -4034678.156839
  nChanged 2004
		SP:Iteration 9F (73763.790000 sec): 3 clusters
  Score: Raw -4039517.840542 + Penalty 3383.613375 = -4036134.227167
  nChanged 1902
		SP:Iteration 10F (73764.090000 sec): 3 clusters
  Score: Raw -4040891.149840 + Penalty 3383.613375 = -4037507.536465
  nChanged 1640
		SP:Iteration 11Q (73764.490000 sec): 3 clusters
  Score: Raw -4041966.909542 + Penalty 3383.613375 = -4038583.296167
  nChanged 1319
		SP:Iteration 12Q (73764.800000 sec): 3 clusters
  Score: Raw -4042733.611837 + Penalty 3383.613375 = -4039349.998461
  nChanged 1037
		SP:Iteration 13Q (73765.200000 sec): 3 clusters
  Score: Raw -4043287.496567 + Penalty 3383.613375 = -4039903.883192
  nChanged 839
		SP:Iteration 14Q (73765.560000 sec): 3 clusters
  Score: Raw -4043750.257546 + Penalty 3383.613375 = -4040366.644171
  nChanged 746
		SP:Iteration 15Q (73765.900000 sec): 3 clusters
  Score: Raw -4044189.773021 + Penalty 3383.613375 = -4040806.159646
  nChanged 680
		SP:Iteration 16Q (73766.330000 sec): 3 clusters
  Score: Raw -4044575.225023 + Penalty 3383.613375 = -4041191.611648
  nChanged 621
		SP:Iteration 17Q (73766.670000 sec): 3 clusters
  Score: Raw -4044898.497742 + Penalty 3383.613375 = -4041514.884367
  nChanged 523
		SP:Iteration 18Q (73767.060000 sec): 3 clusters
  Score: Raw -4045165.488044 + Penalty 3383.613375 = -4041781.874668
  nChanged 488
		SP:Iteration 19Q (73767.380000 sec): 3 clusters
  Score: Raw -4045439.501183 + Penalty 3383.613375 = -4042055.887808
  nChanged 447
		SP:Iteration 20F (73767.680000 sec): 3 clusters
  Score: Raw -4045698.099521 + Penalty 3383.613375 = -4042314.486146
  nChanged 414
		SP:Iteration 21Q (73768.060000 sec): 3 clusters
  Score: Raw -4045940.841792 + Penalty 3383.613375 = -4042557.228416
  nChanged 339
		SP:Iteration 22Q (73768.410000 sec): 3 clusters
  Score: Raw -4046110.194547 + Penalty 3383.613375 = -4042726.581172
  nChanged 306
		SP:Iteration 23Q (73768.790000 sec): 3 clusters
  Score: Raw -4046230.270099 + Penalty 3383.613375 = -4042846.656724
  nChanged 222
		SP:Iteration 24Q (73769.090000 sec): 3 clusters
  Score: Raw -4046300.941554 + Penalty 3383.613375 = -4042917.328179
  nChanged 197
		SP:Iteration 25Q (73769.410000 sec): 3 clusters
  Score: Raw -4046344.262703 + Penalty 3383.613375 = -4042960.649328
  nChanged 146
		SP:Iteration 26Q (73769.770000 sec): 3 clusters
  Score: Raw -4046369.217998 + Penalty 3383.613375 = -4042985.604623
  nChanged 110
		SP:Iteration 27Q (73770.120000 sec): 3 clusters
  Score: Raw -4046383.136885 + Penalty 3383.613375 = -4042999.523510
  nChanged 75
		SP:Iteration 28Q (73770.450000 sec): 3 clusters
  Score: Raw -4046392.160162 + Penalty 3383.613375 = -4043008.546787
  nChanged 61
		SP:Iteration 29Q (73770.820000 sec): 3 clusters
  Score: Raw -4046398.021789 + Penalty 3383.613375 = -4043014.408414
  nChanged 49
		SP:Iteration 30Q (73771.140000 sec): 3 clusters
  Score: Raw -4046402.721543 + Penalty 3383.613375 = -4043019.108168
  nChanged 35
		SP:Iteration 31Q (73771.500000 sec): 3 clusters
  Score: Raw -4046405.738222 + Penalty 3383.613375 = -4043022.124847
  nChanged 36
		SP:Iteration 32Q (73771.880000 sec): 3 clusters
  Score: Raw -4046409.582683 + Penalty 3383.613375 = -4043025.969307
  nChanged 31
		SP:Iteration 33Q (73772.250000 sec): 3 clusters
  Score: Raw -4046412.088543 + Penalty 3383.613375 = -4043028.475168
  nChanged 20
		SP:Iteration 34Q (73772.680000 sec): 3 clusters
  Score: Raw -4046413.329653 + Penalty 3383.613375 = -4043029.716277
  nChanged 10
		SP:Iteration 35Q (73773.060000 sec): 3 clusters
  Score: Raw -4046413.898073 + Penalty 3383.613375 = -4043030.284698
  nChanged 8
		SP:Iteration 36Q (73773.410000 sec): 3 clusters
  Score: Raw -4046414.331190 + Penalty 3383.613375 = -4043030.717815
  nChanged 9
		SP:Iteration 37Q (73773.690000 sec): 3 clusters
  Score: Raw -4046414.865632 + Penalty 3383.613375 = -4043031.252257
  nChanged 6
		SP:Iteration 38Q (73774.070000 sec): 3 clusters
  Score: Raw -4046415.076889 + Penalty 3383.613375 = -4043031.463514
  nChanged 3
		SP:Iteration 39Q (73774.370000 sec): 3 clusters
  Score: Raw -4046415.190228 + Penalty 3383.613375 = -4043031.576853
  nChanged 0
		SP:Iteration 40F (73774.750000 sec): 3 clusters
  Score: Raw -4046415.190228 + Penalty 3383.613375 = -4043031.576853
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73774.900000 sec): 2 clusters
  Score: Raw -1827945.543677 + Penalty 1580.877868 = -1826364.665809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73775.190000 sec): 3 clusters
  Score: Raw -1818013.405980 + Penalty 3161.755736 = -1814851.650243
  nChanged 7443
		SP:Iteration 1F (73775.430000 sec): 3 clusters
  Score: Raw -1822244.951606 + Penalty 3161.755736 = -1819083.195869
  nChanged 1073
		SP:Iteration 2F (73775.730000 sec): 3 clusters
  Score: Raw -1822832.360413 + Penalty 3161.755736 = -1819670.604676
  nChanged 1039
		SP:Iteration 3F (73776.000000 sec): 3 clusters
  Score: Raw -1823474.679525 + Penalty 3161.755736 = -1820312.923789
  nChanged 1003
		SP:Iteration 4F (73776.340000 sec): 3 clusters
  Score: Raw -1824045.369915 + Penalty 3161.755736 = -1820883.614179
  nChanged 911
		SP:Iteration 5F (73776.570000 sec): 3 clusters
  Score: Raw -1824535.585986 + Penalty 3161.755736 = -1821373.830249
  nChanged 818
		SP:Iteration 6Q (73776.860000 sec): 3 clusters
  Score: Raw -1824940.522287 + Penalty 3161.755736 = -1821778.766550
  nChanged 714
		SP:Iteration 7Q (73777.220000 sec): 3 clusters
  Score: Raw -1825246.338344 + Penalty 3161.755736 = -1822084.582607
  nChanged 609
		SP:Iteration 8Q (73777.500000 sec): 3 clusters
  Score: Raw -1825507.461001 + Penalty 3161.755736 = -1822345.705264
  nChanged 553
		SP:Iteration 9Q (73777.820000 sec): 3 clusters
  Score: Raw -1825734.010155 + Penalty 3161.755736 = -1822572.254418
  nChanged 493
		SP:Iteration 10Q (73778.080000 sec): 3 clusters
  Score: Raw -1825925.726250 + Penalty 3161.755736 = -1822763.970514
  nChanged 430
		SP:Iteration 11Q (73778.380000 sec): 3 clusters
  Score: Raw -1826083.110915 + Penalty 3161.755736 = -1822921.355179
  nChanged 356
		SP:Iteration 12Q (73778.710000 sec): 3 clusters
  Score: Raw -1826210.163940 + Penalty 3161.755736 = -1823048.408203
  nChanged 299
		SP:Iteration 13Q (73778.990000 sec): 3 clusters
  Score: Raw -1826313.328667 + Penalty 3161.755736 = -1823151.572930
  nChanged 288
		SP:Iteration 14Q (73779.290000 sec): 3 clusters
  Score: Raw -1826401.322933 + Penalty 3161.755736 = -1823239.567196
  nChanged 266
		SP:Iteration 15Q (73779.610000 sec): 3 clusters
  Score: Raw -1826480.693699 + Penalty 3161.755736 = -1823318.937962
  nChanged 226
		SP:Iteration 16Q (73779.840000 sec): 3 clusters
  Score: Raw -1826553.362874 + Penalty 3161.755736 = -1823391.607137
  nChanged 210
		SP:Iteration 17Q (73780.130000 sec): 3 clusters
  Score: Raw -1826619.865786 + Penalty 3161.755736 = -1823458.110050
  nChanged 205
		SP:Iteration 18Q (73780.370000 sec): 3 clusters
  Score: Raw -1826686.673608 + Penalty 3161.755736 = -1823524.917872
  nChanged 198
		SP:Iteration 19Q (73780.630000 sec): 3 clusters
  Score: Raw -1826745.818770 + Penalty 3161.755736 = -1823584.063033
  nChanged 174
		SP:Iteration 20F (73780.890000 sec): 3 clusters
  Score: Raw -1826793.698817 + Penalty 3161.755736 = -1823631.943080
  nChanged 171
		SP:Iteration 21Q (73781.200000 sec): 3 clusters
  Score: Raw -1826834.800042 + Penalty 3161.755736 = -1823673.044306
  nChanged 150
		SP:Iteration 22Q (73781.510000 sec): 3 clusters
  Score: Raw -1826872.161585 + Penalty 3161.755736 = -1823710.405849
  nChanged 148
		SP:Iteration 23Q (73781.800000 sec): 3 clusters
  Score: Raw -1826915.219676 + Penalty 3161.755736 = -1823753.463940
  nChanged 155
		SP:Iteration 24Q (73782.170000 sec): 3 clusters
  Score: Raw -1826961.492446 + Penalty 3161.755736 = -1823799.736710
  nChanged 147
		SP:Iteration 25Q (73782.450000 sec): 3 clusters
  Score: Raw -1827002.534397 + Penalty 3161.755736 = -1823840.778661
  nChanged 149
		SP:Iteration 26Q (73782.750000 sec): 3 clusters
  Score: Raw -1827048.836500 + Penalty 3161.755736 = -1823887.080763
  nChanged 160
		SP:Iteration 27Q (73783.010000 sec): 3 clusters
  Score: Raw -1827097.054531 + Penalty 3161.755736 = -1823935.298795
  nChanged 138
		SP:Iteration 28Q (73783.270000 sec): 3 clusters
  Score: Raw -1827138.720065 + Penalty 3161.755736 = -1823976.964328
  nChanged 135
		SP:Iteration 29Q (73783.540000 sec): 3 clusters
  Score: Raw -1827173.106282 + Penalty 3161.755736 = -1824011.350546
  nChanged 132
		SP:Iteration 30Q (73783.810000 sec): 3 clusters
  Score: Raw -1827211.679362 + Penalty 3161.755736 = -1824049.923626
  nChanged 146
		SP:Iteration 31Q (73784.080000 sec): 3 clusters
  Score: Raw -1827259.088375 + Penalty 3161.755736 = -1824097.332638
  nChanged 150
		SP:Iteration 32Q (73784.420000 sec): 3 clusters
  Score: Raw -1827310.708749 + Penalty 3161.755736 = -1824148.953013
  nChanged 146
		SP:Iteration 33Q (73784.690000 sec): 3 clusters
  Score: Raw -1827361.651879 + Penalty 3161.755736 = -1824199.896143
  nChanged 147
		SP:Iteration 34Q (73785.050000 sec): 3 clusters
  Score: Raw -1827409.558090 + Penalty 3161.755736 = -1824247.802353
  nChanged 132
		SP:Iteration 35Q (73785.390000 sec): 3 clusters
  Score: Raw -1827454.620122 + Penalty 3161.755736 = -1824292.864386
  nChanged 150
		SP:Iteration 36Q (73785.690000 sec): 3 clusters
  Score: Raw -1827513.550183 + Penalty 3161.755736 = -1824351.794447
  nChanged 136
		SP:Iteration 37Q (73785.980000 sec): 3 clusters
  Score: Raw -1827569.980665 + Penalty 3161.755736 = -1824408.224929
  nChanged 139
		SP:Iteration 38Q (73786.310000 sec): 3 clusters
  Score: Raw -1827629.234070 + Penalty 3161.755736 = -1824467.478333
  nChanged 140
		SP:Iteration 39Q (73786.550000 sec): 3 clusters
  Score: Raw -1827688.892900 + Penalty 3161.755736 = -1824527.137164
  nChanged 145
		SP:Iteration 40F (73786.870000 sec): 3 clusters
  Score: Raw -1827762.717302 + Penalty 3161.755736 = -1824600.961565
  nChanged 131
		SP:Iteration 41Q (73787.140000 sec): 3 clusters
  Score: Raw -1827830.075970 + Penalty 3161.755736 = -1824668.320234
  nChanged 109
		SP:Iteration 42Q (73787.480000 sec): 3 clusters
  Score: Raw -1827879.627929 + Penalty 3161.755736 = -1824717.872193
  nChanged 95
		SP:Iteration 43Q (73787.740000 sec): 3 clusters
  Score: Raw -1827923.885586 + Penalty 3161.755736 = -1824762.129849
  nChanged 85
		SP:Iteration 44Q (73788.010000 sec): 3 clusters
  Score: Raw -1827970.231161 + Penalty 3161.755736 = -1824808.475424
  nChanged 80
		SP:Iteration 45Q (73788.280000 sec): 3 clusters
  Score: Raw -1828009.682636 + Penalty 3161.755736 = -1824847.926900
  nChanged 63
		SP:Iteration 46Q (73788.520000 sec): 3 clusters
  Score: Raw -1828043.287837 + Penalty 3161.755736 = -1824881.532101
  nChanged 48
		SP:Iteration 47Q (73788.800000 sec): 3 clusters
  Score: Raw -1828068.100376 + Penalty 3161.755736 = -1824906.344640
  nChanged 39
		SP:Iteration 48Q (73789.050000 sec): 3 clusters
  Score: Raw -1828087.901889 + Penalty 3161.755736 = -1824926.146153
  nChanged 28
		SP:Iteration 49Q (73789.290000 sec): 3 clusters
  Score: Raw -1828098.664596 + Penalty 3161.755736 = -1824936.908860
  nChanged 17
		SP:Iteration 50Q (73789.590000 sec): 3 clusters
  Score: Raw -1828105.228793 + Penalty 3161.755736 = -1824943.473057
  nChanged 19
		SP:Iteration 51Q (73789.850000 sec): 3 clusters
  Score: Raw -1828114.894465 + Penalty 3161.755736 = -1824953.138729
  nChanged 20
		SP:Iteration 52Q (73790.140000 sec): 3 clusters
  Score: Raw -1828124.587991 + Penalty 3161.755736 = -1824962.832254
  nChanged 18
		SP:Iteration 53Q (73790.420000 sec): 3 clusters
  Score: Raw -1828133.173233 + Penalty 3161.755736 = -1824971.417496
  nChanged 18
		SP:Iteration 54Q (73790.750000 sec): 3 clusters
  Score: Raw -1828143.072309 + Penalty 3161.755736 = -1824981.316573
  nChanged 17
		SP:Iteration 55Q (73791.080000 sec): 3 clusters
  Score: Raw -1828149.296094 + Penalty 3161.755736 = -1824987.540357
  nChanged 12
		SP:Iteration 56Q (73791.360000 sec): 3 clusters
  Score: Raw -1828155.965026 + Penalty 3161.755736 = -1824994.209289
  nChanged 15
		SP:Iteration 57Q (73791.720000 sec): 3 clusters
  Score: Raw -1828166.196092 + Penalty 3161.755736 = -1825004.440356
  nChanged 23
		SP:Iteration 58Q (73791.940000 sec): 3 clusters
  Score: Raw -1828183.817279 + Penalty 3161.755736 = -1825022.061542
  nChanged 27
		SP:Iteration 59Q (73792.190000 sec): 3 clusters
  Score: Raw -1828202.947907 + Penalty 3161.755736 = -1825041.192171
  nChanged 25
		SP:Iteration 60F (73792.530000 sec): 3 clusters
  Score: Raw -1828218.700325 + Penalty 3161.755736 = -1825056.944588
  nChanged 17
		SP:Iteration 61Q (73792.770000 sec): 3 clusters
  Score: Raw -1828230.382945 + Penalty 3161.755736 = -1825068.627209
  nChanged 18
		SP:Iteration 62Q (73793.020000 sec): 3 clusters
  Score: Raw -1828245.225855 + Penalty 3161.755736 = -1825083.470119
  nChanged 15
		SP:Iteration 63Q (73793.300000 sec): 3 clusters
  Score: Raw -1828253.400718 + Penalty 3161.755736 = -1825091.644982
  nChanged 9
		SP:Iteration 64Q (73793.570000 sec): 3 clusters
  Score: Raw -1828257.267140 + Penalty 3161.755736 = -1825095.511404
  nChanged 10
		SP:Iteration 65Q (73793.850000 sec): 3 clusters
  Score: Raw -1828262.948236 + Penalty 3161.755736 = -1825101.192500
  nChanged 9
		SP:Iteration 66Q (73794.160000 sec): 3 clusters
  Score: Raw -1828267.310813 + Penalty 3161.755736 = -1825105.555077
  nChanged 4
		SP:Iteration 67Q (73794.440000 sec): 3 clusters
  Score: Raw -1828269.143884 + Penalty 3161.755736 = -1825107.388147
  nChanged 1
		SP:Iteration 68Q (73794.680000 sec): 3 clusters
  Score: Raw -1828269.659101 + Penalty 3161.755736 = -1825107.903364
  nChanged 4
		SP:Iteration 69Q (73794.970000 sec): 3 clusters
  Score: Raw -1828272.245077 + Penalty 3161.755736 = -1825110.489340
  nChanged 5
		SP:Iteration 70Q (73795.190000 sec): 3 clusters
  Score: Raw -1828274.356551 + Penalty 3161.755736 = -1825112.600815
  nChanged 4
		SP:Iteration 71Q (73795.450000 sec): 3 clusters
  Score: Raw -1828275.825038 + Penalty 3161.755736 = -1825114.069302
  nChanged 3
		SP:Iteration 72Q (73795.810000 sec): 3 clusters
  Score: Raw -1828277.962209 + Penalty 3161.755736 = -1825116.206473
  nChanged 3
		SP:Iteration 73Q (73796.000000 sec): 3 clusters
  Score: Raw -1828279.976273 + Penalty 3161.755736 = -1825118.220537
  nChanged 4
		SP:Iteration 74Q (73796.300000 sec): 3 clusters
  Score: Raw -1828282.577017 + Penalty 3161.755736 = -1825120.821281
  nChanged 6
		SP:Iteration 75Q (73796.560000 sec): 3 clusters
  Score: Raw -1828286.576516 + Penalty 3161.755736 = -1825124.820780
  nChanged 4
		SP:Iteration 76Q (73796.810000 sec): 3 clusters
  Score: Raw -1828287.528828 + Penalty 3161.755736 = -1825125.773092
  nChanged 1
		SP:Iteration 77Q (73797.060000 sec): 3 clusters
  Score: Raw -1828287.831682 + Penalty 3161.755736 = -1825126.075945
  nChanged 0
		SP:Iteration 78F (73797.400000 sec): 3 clusters
  Score: Raw -1828287.831682 + Penalty 3161.755736 = -1825126.075945
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73797.540000 sec): 2 clusters
  Score: Raw -501104.198348 + Penalty 1348.916604 = -499755.281744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73797.740000 sec): 3 clusters
  Score: Raw -499080.129067 + Penalty 2697.833207 = -496382.295859
  nChanged 1570
		SP:Iteration 1F (73797.910000 sec): 3 clusters
  Score: Raw -499932.429583 + Penalty 2697.833207 = -497234.596375
  nChanged 284
		SP:Iteration 2F (73798.100000 sec): 3 clusters
  Score: Raw -500093.828126 + Penalty 2697.833207 = -497395.994918
  nChanged 188
		SP:Iteration 3Q (73798.260000 sec): 3 clusters
  Score: Raw -500179.667809 + Penalty 2697.833207 = -497481.834602
  nChanged 133
		SP:Iteration 4Q (73798.450000 sec): 3 clusters
  Score: Raw -500237.881902 + Penalty 2697.833207 = -497540.048694
  nChanged 128
		SP:Iteration 5Q (73798.620000 sec): 3 clusters
  Score: Raw -500296.762755 + Penalty 2697.833207 = -497598.929548
  nChanged 123
		SP:Iteration 6Q (73798.830000 sec): 3 clusters
  Score: Raw -500355.245697 + Penalty 2697.833207 = -497657.412490
  nChanged 97
		SP:Iteration 7Q (73798.990000 sec): 3 clusters
  Score: Raw -500400.160136 + Penalty 2697.833207 = -497702.326928
  nChanged 92
		SP:Iteration 8Q (73799.190000 sec): 3 clusters
  Score: Raw -500438.208850 + Penalty 2697.833207 = -497740.375643
  nChanged 72
		SP:Iteration 9Q (73799.410000 sec): 3 clusters
  Score: Raw -500466.790728 + Penalty 2697.833207 = -497768.957521
  nChanged 71
		SP:Iteration 10Q (73799.600000 sec): 3 clusters
  Score: Raw -500497.191001 + Penalty 2697.833207 = -497799.357794
  nChanged 71
		SP:Iteration 11Q (73799.760000 sec): 3 clusters
  Score: Raw -500526.658586 + Penalty 2697.833207 = -497828.825379
  nChanged 72
		SP:Iteration 12Q (73799.980000 sec): 3 clusters
  Score: Raw -500555.690672 + Penalty 2697.833207 = -497857.857465
  nChanged 66
		SP:Iteration 13Q (73800.200000 sec): 3 clusters
  Score: Raw -500583.111505 + Penalty 2697.833207 = -497885.278298
  nChanged 72
		SP:Iteration 14Q (73800.420000 sec): 3 clusters
  Score: Raw -500619.625505 + Penalty 2697.833207 = -497921.792297
  nChanged 87
		SP:Iteration 15Q (73800.620000 sec): 3 clusters
  Score: Raw -500665.142196 + Penalty 2697.833207 = -497967.308988
  nChanged 90
		SP:Iteration 16Q (73800.800000 sec): 3 clusters
  Score: Raw -500709.714119 + Penalty 2697.833207 = -498011.880911
  nChanged 86
		SP:Iteration 17Q (73801.020000 sec): 3 clusters
  Score: Raw -500754.475106 + Penalty 2697.833207 = -498056.641898
  nChanged 83
		SP:Iteration 18Q (73801.180000 sec): 3 clusters
  Score: Raw -500800.609902 + Penalty 2697.833207 = -498102.776695
  nChanged 81
		SP:Iteration 19Q (73801.370000 sec): 3 clusters
  Score: Raw -500843.705299 + Penalty 2697.833207 = -498145.872092
  nChanged 79
		SP:Iteration 20F (73801.540000 sec): 3 clusters
  Score: Raw -500885.579375 + Penalty 2697.833207 = -498187.746167
  nChanged 69
		SP:Iteration 21Q (73801.790000 sec): 3 clusters
  Score: Raw -500925.202831 + Penalty 2697.833207 = -498227.369624
  nChanged 74
		SP:Iteration 22Q (73802.030000 sec): 3 clusters
  Score: Raw -500968.846342 + Penalty 2697.833207 = -498271.013135
  nChanged 73
		SP:Iteration 23Q (73802.220000 sec): 3 clusters
  Score: Raw -501018.039153 + Penalty 2697.833207 = -498320.205946
  nChanged 62
		SP:Iteration 24Q (73802.500000 sec): 3 clusters
  Score: Raw -501059.403826 + Penalty 2697.833207 = -498361.570619
  nChanged 58
		SP:Iteration 25Q (73802.670000 sec): 3 clusters
  Score: Raw -501092.353955 + Penalty 2697.833207 = -498394.520747
  nChanged 42
		SP:Iteration 26Q (73802.870000 sec): 3 clusters
  Score: Raw -501116.063844 + Penalty 2697.833207 = -498418.230636
  nChanged 35
		SP:Iteration 27Q (73803.110000 sec): 3 clusters
  Score: Raw -501138.109610 + Penalty 2697.833207 = -498440.276402
  nChanged 36
		SP:Iteration 28Q (73803.270000 sec): 3 clusters
  Score: Raw -501159.808288 + Penalty 2697.833207 = -498461.975081
  nChanged 29
		SP:Iteration 29Q (73803.420000 sec): 3 clusters
  Score: Raw -501182.824989 + Penalty 2697.833207 = -498484.991781
  nChanged 35
		SP:Iteration 30Q (73803.610000 sec): 3 clusters
  Score: Raw -501207.240845 + Penalty 2697.833207 = -498509.407638
  nChanged 18
		SP:Iteration 31Q (73803.880000 sec): 3 clusters
  Score: Raw -501217.234356 + Penalty 2697.833207 = -498519.401149
  nChanged 13
		SP:Iteration 32Q (73804.110000 sec): 3 clusters
  Score: Raw -501225.180490 + Penalty 2697.833207 = -498527.347282
  nChanged 11
		SP:Iteration 33Q (73804.260000 sec): 3 clusters
  Score: Raw -501232.562540 + Penalty 2697.833207 = -498534.729333
  nChanged 12
		SP:Iteration 34Q (73804.470000 sec): 3 clusters
  Score: Raw -501239.036497 + Penalty 2697.833207 = -498541.203289
  nChanged 12
		SP:Iteration 35Q (73804.710000 sec): 3 clusters
  Score: Raw -501246.462795 + Penalty 2697.833207 = -498548.629588
  nChanged 15
		SP:Iteration 36Q (73804.900000 sec): 3 clusters
  Score: Raw -501260.443797 + Penalty 2697.833207 = -498562.610589
  nChanged 14
		SP:Iteration 37Q (73805.070000 sec): 3 clusters
  Score: Raw -501268.294829 + Penalty 2697.833207 = -498570.461621
  nChanged 4
		SP:Iteration 38Q (73805.300000 sec): 3 clusters
  Score: Raw -501270.363971 + Penalty 2697.833207 = -498572.530764
  nChanged 2
		SP:Iteration 39Q (73805.490000 sec): 3 clusters
  Score: Raw -501271.586220 + Penalty 2697.833207 = -498573.753013
  nChanged 2
		SP:Iteration 40F (73805.780000 sec): 3 clusters
  Score: Raw -501273.114814 + Penalty 2697.833207 = -498575.281607
  nChanged 1
		SP:Iteration 41Q (73805.950000 sec): 3 clusters
  Score: Raw -501273.641817 + Penalty 2697.833207 = -498575.808610
  nChanged 1
		SP:Iteration 42Q (73806.170000 sec): 3 clusters
  Score: Raw -501274.193947 + Penalty 2697.833207 = -498576.360740
  nChanged 1
		SP:Iteration 43Q (73806.390000 sec): 3 clusters
  Score: Raw -501274.376542 + Penalty 2697.833207 = -498576.543334
  nChanged 0
		SP:Iteration 44F (73806.600000 sec): 3 clusters
  Score: Raw -501274.376542 + Penalty 2697.833207 = -498576.543334
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (13628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73806.780000 sec): 2 clusters
  Score: Raw -1499309.917211 + Penalty 1546.980789 = -1497762.936422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73807.060000 sec): 3 clusters
  Score: Raw -1491324.123090 + Penalty 3093.961578 = -1488230.161512
  nChanged 6058
		SP:Iteration 1F (73807.290000 sec): 3 clusters
  Score: Raw -1494682.052324 + Penalty 3093.961578 = -1491588.090746
  nChanged 927
		SP:Iteration 2F (73807.540000 sec): 3 clusters
  Score: Raw -1495163.105672 + Penalty 3093.961578 = -1492069.144094
  nChanged 905
		SP:Iteration 3F (73807.800000 sec): 3 clusters
  Score: Raw -1495657.142292 + Penalty 3093.961578 = -1492563.180714
  nChanged 841
		SP:Iteration 4F (73808.110000 sec): 3 clusters
  Score: Raw -1496106.937768 + Penalty 3093.961578 = -1493012.976189
  nChanged 780
		SP:Iteration 5F (73808.350000 sec): 3 clusters
  Score: Raw -1496499.762882 + Penalty 3093.961578 = -1493405.801304
  nChanged 652
		SP:Iteration 6Q (73808.570000 sec): 3 clusters
  Score: Raw -1496786.636972 + Penalty 3093.961578 = -1493692.675394
  nChanged 540
		SP:Iteration 7Q (73808.860000 sec): 3 clusters
  Score: Raw -1497006.985515 + Penalty 3093.961578 = -1493913.023937
  nChanged 479
		SP:Iteration 8Q (73809.070000 sec): 3 clusters
  Score: Raw -1497195.470009 + Penalty 3093.961578 = -1494101.508431
  nChanged 401
		SP:Iteration 9Q (73809.320000 sec): 3 clusters
  Score: Raw -1497349.985455 + Penalty 3093.961578 = -1494256.023877
  nChanged 329
		SP:Iteration 10Q (73809.550000 sec): 3 clusters
  Score: Raw -1497469.122549 + Penalty 3093.961578 = -1494375.160971
  nChanged 284
		SP:Iteration 11Q (73809.830000 sec): 3 clusters
  Score: Raw -1497566.253370 + Penalty 3093.961578 = -1494472.291792
  nChanged 281
		SP:Iteration 12Q (73810.130000 sec): 3 clusters
  Score: Raw -1497679.837390 + Penalty 3093.961578 = -1494585.875812
  nChanged 280
		SP:Iteration 13Q (73810.450000 sec): 3 clusters
  Score: Raw -1497794.110796 + Penalty 3093.961578 = -1494700.149218
  nChanged 295
		SP:Iteration 14Q (73810.680000 sec): 3 clusters
  Score: Raw -1497914.176522 + Penalty 3093.961578 = -1494820.214944
  nChanged 275
		SP:Iteration 15Q (73810.960000 sec): 3 clusters
  Score: Raw -1498032.027047 + Penalty 3093.961578 = -1494938.065469
  nChanged 254
		SP:Iteration 16Q (73811.290000 sec): 3 clusters
  Score: Raw -1498145.607178 + Penalty 3093.961578 = -1495051.645600
  nChanged 220
		SP:Iteration 17Q (73811.560000 sec): 3 clusters
  Score: Raw -1498233.730067 + Penalty 3093.961578 = -1495139.768489
  nChanged 193
		SP:Iteration 18Q (73811.810000 sec): 3 clusters
  Score: Raw -1498303.735974 + Penalty 3093.961578 = -1495209.774396
  nChanged 189
		SP:Iteration 19Q (73812.010000 sec): 3 clusters
  Score: Raw -1498369.181713 + Penalty 3093.961578 = -1495275.220135
  nChanged 164
		SP:Iteration 20F (73812.270000 sec): 3 clusters
  Score: Raw -1498422.077618 + Penalty 3093.961578 = -1495328.116040
  nChanged 150
		SP:Iteration 21Q (73812.540000 sec): 3 clusters
  Score: Raw -1498470.622738 + Penalty 3093.961578 = -1495376.661160
  nChanged 136
		SP:Iteration 22Q (73812.790000 sec): 3 clusters
  Score: Raw -1498515.032474 + Penalty 3093.961578 = -1495421.070896
  nChanged 136
		SP:Iteration 23Q (73813.060000 sec): 3 clusters
  Score: Raw -1498553.755984 + Penalty 3093.961578 = -1495459.794406
  nChanged 123
		SP:Iteration 24Q (73813.290000 sec): 3 clusters
  Score: Raw -1498588.532373 + Penalty 3093.961578 = -1495494.570795
  nChanged 131
		SP:Iteration 25Q (73813.560000 sec): 3 clusters
  Score: Raw -1498626.351506 + Penalty 3093.961578 = -1495532.389928
  nChanged 145
		SP:Iteration 26Q (73813.790000 sec): 3 clusters
  Score: Raw -1498672.102215 + Penalty 3093.961578 = -1495578.140637
  nChanged 147
		SP:Iteration 27Q (73814.110000 sec): 3 clusters
  Score: Raw -1498714.561237 + Penalty 3093.961578 = -1495620.599659
  nChanged 131
		SP:Iteration 28Q (73814.380000 sec): 3 clusters
  Score: Raw -1498759.549665 + Penalty 3093.961578 = -1495665.588087
  nChanged 131
		SP:Iteration 29Q (73814.660000 sec): 3 clusters
  Score: Raw -1498804.382135 + Penalty 3093.961578 = -1495710.420556
  nChanged 113
		SP:Iteration 30Q (73814.950000 sec): 3 clusters
  Score: Raw -1498837.520359 + Penalty 3093.961578 = -1495743.558781
  nChanged 113
		SP:Iteration 31Q (73815.240000 sec): 3 clusters
  Score: Raw -1498872.681161 + Penalty 3093.961578 = -1495778.719583
  nChanged 119
		SP:Iteration 32Q (73815.480000 sec): 3 clusters
  Score: Raw -1498908.096686 + Penalty 3093.961578 = -1495814.135108
  nChanged 103
		SP:Iteration 33Q (73815.800000 sec): 3 clusters
  Score: Raw -1498941.852724 + Penalty 3093.961578 = -1495847.891146
  nChanged 96
		SP:Iteration 34Q (73816.100000 sec): 3 clusters
  Score: Raw -1498970.967541 + Penalty 3093.961578 = -1495877.005962
  nChanged 94
		SP:Iteration 35Q (73816.350000 sec): 3 clusters
  Score: Raw -1498998.643911 + Penalty 3093.961578 = -1495904.682333
  nChanged 96
		SP:Iteration 36Q (73816.680000 sec): 3 clusters
  Score: Raw -1499026.304752 + Penalty 3093.961578 = -1495932.343174
  nChanged 85
		SP:Iteration 37Q (73816.900000 sec): 3 clusters
  Score: Raw -1499048.523151 + Penalty 3093.961578 = -1495954.561572
  nChanged 89
		SP:Iteration 38Q (73817.200000 sec): 3 clusters
  Score: Raw -1499075.450659 + Penalty 3093.961578 = -1495981.489081
  nChanged 89
		SP:Iteration 39Q (73817.440000 sec): 3 clusters
  Score: Raw -1499101.422726 + Penalty 3093.961578 = -1496007.461148
  nChanged 79
		SP:Iteration 40F (73817.680000 sec): 3 clusters
  Score: Raw -1499127.435517 + Penalty 3093.961578 = -1496033.473939
  nChanged 84
		SP:Iteration 41Q (73817.940000 sec): 3 clusters
  Score: Raw -1499153.439857 + Penalty 3093.961578 = -1496059.478279
  nChanged 74
		SP:Iteration 42Q (73818.160000 sec): 3 clusters
  Score: Raw -1499178.567026 + Penalty 3093.961578 = -1496084.605448
  nChanged 67
		SP:Iteration 43Q (73818.460000 sec): 3 clusters
  Score: Raw -1499201.732170 + Penalty 3093.961578 = -1496107.770592
  nChanged 66
		SP:Iteration 44Q (73818.760000 sec): 3 clusters
  Score: Raw -1499225.011381 + Penalty 3093.961578 = -1496131.049803
  nChanged 66
		SP:Iteration 45Q (73819.000000 sec): 3 clusters
  Score: Raw -1499250.155194 + Penalty 3093.961578 = -1496156.193616
  nChanged 70
		SP:Iteration 46Q (73819.210000 sec): 3 clusters
  Score: Raw -1499278.389736 + Penalty 3093.961578 = -1496184.428158
  nChanged 71
		SP:Iteration 47Q (73819.460000 sec): 3 clusters
  Score: Raw -1499304.325816 + Penalty 3093.961578 = -1496210.364238
  nChanged 66
		SP:Iteration 48Q (73819.750000 sec): 3 clusters
  Score: Raw -1499329.226580 + Penalty 3093.961578 = -1496235.265002
  nChanged 60
		SP:Iteration 49Q (73819.990000 sec): 3 clusters
  Score: Raw -1499352.328826 + Penalty 3093.961578 = -1496258.367248
  nChanged 56
		SP:Iteration 50Q (73820.250000 sec): 3 clusters
  Score: Raw -1499374.552438 + Penalty 3093.961578 = -1496280.590860
  nChanged 60
		SP:Iteration 51Q (73820.510000 sec): 3 clusters
  Score: Raw -1499394.267563 + Penalty 3093.961578 = -1496300.305984
  nChanged 40
		SP:Iteration 52Q (73820.720000 sec): 3 clusters
  Score: Raw -1499406.322921 + Penalty 3093.961578 = -1496312.361343
  nChanged 35
		SP:Iteration 53Q (73820.950000 sec): 3 clusters
  Score: Raw -1499418.208148 + Penalty 3093.961578 = -1496324.246570
  nChanged 35
		SP:Iteration 54Q (73821.230000 sec): 3 clusters
  Score: Raw -1499428.001991 + Penalty 3093.961578 = -1496334.040413
  nChanged 29
		SP:Iteration 55Q (73821.480000 sec): 3 clusters
  Score: Raw -1499438.438099 + Penalty 3093.961578 = -1496344.476521
  nChanged 34
		SP:Iteration 56Q (73821.740000 sec): 3 clusters
  Score: Raw -1499450.727906 + Penalty 3093.961578 = -1496356.766328
  nChanged 37
		SP:Iteration 57Q (73821.950000 sec): 3 clusters
  Score: Raw -1499461.425343 + Penalty 3093.961578 = -1496367.463765
  nChanged 25
		SP:Iteration 58Q (73822.170000 sec): 3 clusters
  Score: Raw -1499469.577407 + Penalty 3093.961578 = -1496375.615829
  nChanged 21
		SP:Iteration 59Q (73822.390000 sec): 3 clusters
  Score: Raw -1499475.055719 + Penalty 3093.961578 = -1496381.094141
  nChanged 23
		SP:Iteration 60F (73822.640000 sec): 3 clusters
  Score: Raw -1499481.732962 + Penalty 3093.961578 = -1496387.771384
  nChanged 24
		SP:Iteration 61Q (73822.880000 sec): 3 clusters
  Score: Raw -1499490.210177 + Penalty 3093.961578 = -1496396.248599
  nChanged 25
		SP:Iteration 62Q (73823.090000 sec): 3 clusters
  Score: Raw -1499501.391280 + Penalty 3093.961578 = -1496407.429702
  nChanged 31
		SP:Iteration 63Q (73823.340000 sec): 3 clusters
  Score: Raw -1499514.196817 + Penalty 3093.961578 = -1496420.235239
  nChanged 27
		SP:Iteration 64Q (73823.570000 sec): 3 clusters
  Score: Raw -1499525.521975 + Penalty 3093.961578 = -1496431.560397
  nChanged 20
		SP:Iteration 65Q (73823.780000 sec): 3 clusters
  Score: Raw -1499530.195557 + Penalty 3093.961578 = -1496436.233979
  nChanged 7
		SP:Iteration 66Q (73824.040000 sec): 3 clusters
  Score: Raw -1499532.755844 + Penalty 3093.961578 = -1496438.794266
  nChanged 9
		SP:Iteration 67Q (73824.310000 sec): 3 clusters
  Score: Raw -1499535.449665 + Penalty 3093.961578 = -1496441.488087
  nChanged 6
		SP:Iteration 68Q (73824.510000 sec): 3 clusters
  Score: Raw -1499537.805596 + Penalty 3093.961578 = -1496443.844018
  nChanged 8
		SP:Iteration 69Q (73824.810000 sec): 3 clusters
  Score: Raw -1499541.804099 + Penalty 3093.961578 = -1496447.842521
  nChanged 5
		SP:Iteration 70Q (73825.030000 sec): 3 clusters
  Score: Raw -1499543.925116 + Penalty 3093.961578 = -1496449.963538
  nChanged 7
		SP:Iteration 71Q (73825.270000 sec): 3 clusters
  Score: Raw -1499545.943925 + Penalty 3093.961578 = -1496451.982347
  nChanged 6
		SP:Iteration 72Q (73825.490000 sec): 3 clusters
  Score: Raw -1499547.660267 + Penalty 3093.961578 = -1496453.698689
  nChanged 7
		SP:Iteration 73Q (73825.720000 sec): 3 clusters
  Score: Raw -1499551.399673 + Penalty 3093.961578 = -1496457.438095
  nChanged 8
		SP:Iteration 74Q (73825.930000 sec): 3 clusters
  Score: Raw -1499554.049392 + Penalty 3093.961578 = -1496460.087814
  nChanged 5
		SP:Iteration 75Q (73826.170000 sec): 3 clusters
  Score: Raw -1499555.583446 + Penalty 3093.961578 = -1496461.621868
  nChanged 6
		SP:Iteration 76Q (73826.400000 sec): 3 clusters
  Score: Raw -1499557.642458 + Penalty 3093.961578 = -1496463.680880
  nChanged 4
		SP:Iteration 77Q (73826.630000 sec): 3 clusters
  Score: Raw -1499559.336231 + Penalty 3093.961578 = -1496465.374653
  nChanged 4
		SP:Iteration 78Q (73826.870000 sec): 3 clusters
  Score: Raw -1499560.275325 + Penalty 3093.961578 = -1496466.313747
  nChanged 3
		SP:Iteration 79Q (73827.150000 sec): 3 clusters
  Score: Raw -1499560.797259 + Penalty 3093.961578 = -1496466.835681
  nChanged 0
		SP:Iteration 80F (73827.370000 sec): 3 clusters
  Score: Raw -1499560.797259 + Penalty 3093.961578 = -1496466.835681
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73827.500000 sec): 2 clusters
  Score: Raw -100033.168414 + Penalty 1128.727274 = -98904.441140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73827.670000 sec): 3 clusters
  Score: Raw -99725.723685 + Penalty 2257.454547 = -97468.269138
  nChanged 325
		SP:Iteration 1F (73827.840000 sec): 3 clusters
  Score: Raw -100111.293892 + Penalty 2257.454547 = -97853.839345
  nChanged 127
		SP:Iteration 2F (73828.070000 sec): 3 clusters
  Score: Raw -100347.514221 + Penalty 2257.454547 = -98090.059673
  nChanged 81
		SP:Iteration 3F (73828.230000 sec): 3 clusters
  Score: Raw -100484.586569 + Penalty 2257.454547 = -98227.132022
  nChanged 44
		SP:Iteration 4Q (73828.390000 sec): 3 clusters
  Score: Raw -100558.064033 + Penalty 2257.454547 = -98300.609486
  nChanged 28
		SP:Iteration 5Q (73828.640000 sec): 3 clusters
  Score: Raw -100598.788015 + Penalty 2257.454547 = -98341.333468
  nChanged 15
		SP:Iteration 6Q (73828.810000 sec): 3 clusters
  Score: Raw -100619.998330 + Penalty 2257.454547 = -98362.543783
  nChanged 5
		SP:Iteration 7Q (73828.980000 sec): 3 clusters
  Score: Raw -100628.367117 + Penalty 2257.454547 = -98370.912570
  nChanged 4
		SP:Iteration 8Q (73829.200000 sec): 3 clusters
  Score: Raw -100631.490546 + Penalty 2257.454547 = -98374.035998
  nChanged 2
		SP:Iteration 9Q (73829.390000 sec): 3 clusters
  Score: Raw -100633.389304 + Penalty 2257.454547 = -98375.934757
  nChanged 0
		SP:Iteration 10F (73829.540000 sec): 3 clusters
  Score: Raw -100633.389304 + Penalty 2257.454547 = -98375.934757
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73829.760000 sec): 2 clusters
  Score: Raw -3148026.901612 + Penalty 1676.435138 = -3146350.466474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73830.110000 sec): 3 clusters
  Score: Raw -3129304.578794 + Penalty 3352.870276 = -3125951.708518
  nChanged 13976
		SP:Iteration 1F (73830.450000 sec): 3 clusters
  Score: Raw -3137736.397277 + Penalty 3352.870276 = -3134383.527001
  nChanged 1935
		SP:Iteration 2F (73830.790000 sec): 3 clusters
  Score: Raw -3138826.137221 + Penalty 3352.870276 = -3135473.266945
  nChanged 2002
		SP:Iteration 3F (73831.140000 sec): 3 clusters
  Score: Raw -3140018.994494 + Penalty 3352.870276 = -3136666.124218
  nChanged 1908
		SP:Iteration 4F (73831.490000 sec): 3 clusters
  Score: Raw -3141190.132553 + Penalty 3352.870276 = -3137837.262277
  nChanged 1787
		SP:Iteration 5F (73831.850000 sec): 3 clusters
  Score: Raw -3142276.524390 + Penalty 3352.870276 = -3138923.654114
  nChanged 1583
		SP:Iteration 6F (73832.210000 sec): 3 clusters
  Score: Raw -3143128.359222 + Penalty 3352.870276 = -3139775.488946
  nChanged 1270
		SP:Iteration 7Q (73832.560000 sec): 3 clusters
  Score: Raw -3143724.541244 + Penalty 3352.870276 = -3140371.670968
  nChanged 1066
		SP:Iteration 8Q (73832.930000 sec): 3 clusters
  Score: Raw -3144123.063612 + Penalty 3352.870276 = -3140770.193336
  nChanged 755
		SP:Iteration 9Q (73833.310000 sec): 3 clusters
  Score: Raw -3144339.978323 + Penalty 3352.870276 = -3140987.108047
  nChanged 533
		SP:Iteration 10Q (73833.610000 sec): 3 clusters
  Score: Raw -3144455.136390 + Penalty 3352.870276 = -3141102.266114
  nChanged 382
		SP:Iteration 11Q (73833.940000 sec): 3 clusters
  Score: Raw -3144534.391233 + Penalty 3352.870276 = -3141181.520957
  nChanged 353
		SP:Iteration 12Q (73834.290000 sec): 3 clusters
  Score: Raw -3144609.154244 + Penalty 3352.870276 = -3141256.283968
  nChanged 326
		SP:Iteration 13Q (73834.610000 sec): 3 clusters
  Score: Raw -3144669.591641 + Penalty 3352.870276 = -3141316.721365
  nChanged 282
		SP:Iteration 14Q (73834.970000 sec): 3 clusters
  Score: Raw -3144726.263489 + Penalty 3352.870276 = -3141373.393213
  nChanged 290
		SP:Iteration 15Q (73835.250000 sec): 3 clusters
  Score: Raw -3144778.685229 + Penalty 3352.870276 = -3141425.814953
  nChanged 264
		SP:Iteration 16Q (73835.610000 sec): 3 clusters
  Score: Raw -3144825.860245 + Penalty 3352.870276 = -3141472.989969
  nChanged 253
		SP:Iteration 17Q (73835.960000 sec): 3 clusters
  Score: Raw -3144869.949935 + Penalty 3352.870276 = -3141517.079659
  nChanged 239
		SP:Iteration 18Q (73836.350000 sec): 3 clusters
  Score: Raw -3144914.719597 + Penalty 3352.870276 = -3141561.849321
  nChanged 236
		SP:Iteration 19Q (73836.740000 sec): 3 clusters
  Score: Raw -3144955.273274 + Penalty 3352.870276 = -3141602.402998
  nChanged 224
		SP:Iteration 20F (73837.110000 sec): 3 clusters
  Score: Raw -3144995.986636 + Penalty 3352.870276 = -3141643.116360
  nChanged 222
		SP:Iteration 21Q (73837.450000 sec): 3 clusters
  Score: Raw -3145036.735540 + Penalty 3352.870276 = -3141683.865264
  nChanged 231
		SP:Iteration 22Q (73837.770000 sec): 3 clusters
  Score: Raw -3145080.648832 + Penalty 3352.870276 = -3141727.778556
  nChanged 247
		SP:Iteration 23Q (73838.140000 sec): 3 clusters
  Score: Raw -3145126.561367 + Penalty 3352.870276 = -3141773.691091
  nChanged 251
		SP:Iteration 24Q (73838.440000 sec): 3 clusters
  Score: Raw -3145172.813827 + Penalty 3352.870276 = -3141819.943551
  nChanged 227
		SP:Iteration 25Q (73838.730000 sec): 3 clusters
  Score: Raw -3145214.940252 + Penalty 3352.870276 = -3141862.069976
  nChanged 249
		SP:Iteration 26Q (73839.040000 sec): 3 clusters
  Score: Raw -3145263.768747 + Penalty 3352.870276 = -3141910.898471
  nChanged 267
		SP:Iteration 27Q (73839.400000 sec): 3 clusters
  Score: Raw -3145320.155547 + Penalty 3352.870276 = -3141967.285271
  nChanged 268
		SP:Iteration 28Q (73839.720000 sec): 3 clusters
  Score: Raw -3145376.563672 + Penalty 3352.870276 = -3142023.693396
  nChanged 280
		SP:Iteration 29Q (73840.000000 sec): 3 clusters
  Score: Raw -3145427.222834 + Penalty 3352.870276 = -3142074.352558
  nChanged 268
		SP:Iteration 30Q (73840.310000 sec): 3 clusters
  Score: Raw -3145478.959016 + Penalty 3352.870276 = -3142126.088740
  nChanged 272
		SP:Iteration 31Q (73840.660000 sec): 3 clusters
  Score: Raw -3145537.303666 + Penalty 3352.870276 = -3142184.433390
  nChanged 316
		SP:Iteration 32Q (73840.930000 sec): 3 clusters
  Score: Raw -3145613.996697 + Penalty 3352.870276 = -3142261.126421
  nChanged 313
		SP:Iteration 33Q (73841.260000 sec): 3 clusters
  Score: Raw -3145686.498791 + Penalty 3352.870276 = -3142333.628515
  nChanged 310
		SP:Iteration 34Q (73841.620000 sec): 3 clusters
  Score: Raw -3145756.898522 + Penalty 3352.870276 = -3142404.028246
  nChanged 288
		SP:Iteration 35Q (73841.960000 sec): 3 clusters
  Score: Raw -3145823.765697 + Penalty 3352.870276 = -3142470.895421
  nChanged 324
		SP:Iteration 36Q (73842.330000 sec): 3 clusters
  Score: Raw -3145905.188726 + Penalty 3352.870276 = -3142552.318450
  nChanged 331
		SP:Iteration 37Q (73842.670000 sec): 3 clusters
  Score: Raw -3145990.392322 + Penalty 3352.870276 = -3142637.522046
  nChanged 319
		SP:Iteration 38Q (73843.080000 sec): 3 clusters
  Score: Raw -3146075.566406 + Penalty 3352.870276 = -3142722.696130
  nChanged 333
		SP:Iteration 39Q (73843.430000 sec): 3 clusters
  Score: Raw -3146173.104982 + Penalty 3352.870276 = -3142820.234706
  nChanged 360
		SP:Iteration 40F (73843.760000 sec): 3 clusters
  Score: Raw -3146291.878956 + Penalty 3352.870276 = -3142939.008680
  nChanged 364
		SP:Iteration 41Q (73844.130000 sec): 3 clusters
  Score: Raw -3146419.218888 + Penalty 3352.870276 = -3143066.348612
  nChanged 359
		SP:Iteration 42Q (73844.420000 sec): 3 clusters
  Score: Raw -3146551.004431 + Penalty 3352.870276 = -3143198.134155
  nChanged 375
		SP:Iteration 43Q (73844.730000 sec): 3 clusters
  Score: Raw -3146699.230543 + Penalty 3352.870276 = -3143346.360267
  nChanged 370
		SP:Iteration 44Q (73845.080000 sec): 3 clusters
  Score: Raw -3146840.773049 + Penalty 3352.870276 = -3143487.902773
  nChanged 339
		SP:Iteration 45Q (73845.480000 sec): 3 clusters
  Score: Raw -3146964.266606 + Penalty 3352.870276 = -3143611.396330
  nChanged 301
		SP:Iteration 46Q (73845.800000 sec): 3 clusters
  Score: Raw -3147075.138033 + Penalty 3352.870276 = -3143722.267757
  nChanged 282
		SP:Iteration 47Q (73846.200000 sec): 3 clusters
  Score: Raw -3147190.873860 + Penalty 3352.870276 = -3143838.003584
  nChanged 288
		SP:Iteration 48Q (73846.540000 sec): 3 clusters
  Score: Raw -3147318.832173 + Penalty 3352.870276 = -3143965.961897
  nChanged 265
		SP:Iteration 49Q (73846.900000 sec): 3 clusters
  Score: Raw -3147438.954100 + Penalty 3352.870276 = -3144086.083824
  nChanged 261
		SP:Iteration 50Q (73847.280000 sec): 3 clusters
  Score: Raw -3147550.247303 + Penalty 3352.870276 = -3144197.377027
  nChanged 250
		SP:Iteration 51Q (73847.640000 sec): 3 clusters
  Score: Raw -3147657.082725 + Penalty 3352.870276 = -3144304.212449
  nChanged 217
		SP:Iteration 52Q (73847.960000 sec): 3 clusters
  Score: Raw -3147749.075172 + Penalty 3352.870276 = -3144396.204896
  nChanged 193
		SP:Iteration 53Q (73848.340000 sec): 3 clusters
  Score: Raw -3147837.208702 + Penalty 3352.870276 = -3144484.338426
  nChanged 159
		SP:Iteration 54Q (73848.720000 sec): 3 clusters
  Score: Raw -3147908.200665 + Penalty 3352.870276 = -3144555.330389
  nChanged 159
		SP:Iteration 55Q (73849.080000 sec): 3 clusters
  Score: Raw -3147986.049175 + Penalty 3352.870276 = -3144633.178899
  nChanged 171
		SP:Iteration 56Q (73849.360000 sec): 3 clusters
  Score: Raw -3148074.579030 + Penalty 3352.870276 = -3144721.708754
  nChanged 137
		SP:Iteration 57Q (73849.710000 sec): 3 clusters
  Score: Raw -3148136.297418 + Penalty 3352.870276 = -3144783.427142
  nChanged 113
		SP:Iteration 58Q (73850.050000 sec): 3 clusters
  Score: Raw -3148188.835469 + Penalty 3352.870276 = -3144835.965193
  nChanged 96
		SP:Iteration 59Q (73850.400000 sec): 3 clusters
  Score: Raw -3148234.450542 + Penalty 3352.870276 = -3144881.580266
  nChanged 76
		SP:Iteration 60F (73850.820000 sec): 3 clusters
  Score: Raw -3148268.511157 + Penalty 3352.870276 = -3144915.640881
  nChanged 66
		SP:Iteration 61Q (73851.130000 sec): 3 clusters
  Score: Raw -3148294.379967 + Penalty 3352.870276 = -3144941.509691
  nChanged 46
		SP:Iteration 62Q (73851.480000 sec): 3 clusters
  Score: Raw -3148311.397914 + Penalty 3352.870276 = -3144958.527638
  nChanged 35
		SP:Iteration 63Q (73851.800000 sec): 3 clusters
  Score: Raw -3148322.911862 + Penalty 3352.870276 = -3144970.041586
  nChanged 37
		SP:Iteration 64Q (73852.100000 sec): 3 clusters
  Score: Raw -3148336.812804 + Penalty 3352.870276 = -3144983.942528
  nChanged 34
		SP:Iteration 65Q (73852.360000 sec): 3 clusters
  Score: Raw -3148349.753694 + Penalty 3352.870276 = -3144996.883418
  nChanged 36
		SP:Iteration 66Q (73852.720000 sec): 3 clusters
  Score: Raw -3148364.034246 + Penalty 3352.870276 = -3145011.163970
  nChanged 28
		SP:Iteration 67Q (73853.020000 sec): 3 clusters
  Score: Raw -3148373.847764 + Penalty 3352.870276 = -3145020.977488
  nChanged 21
		SP:Iteration 68Q (73853.330000 sec): 3 clusters
  Score: Raw -3148382.355958 + Penalty 3352.870276 = -3145029.485682
  nChanged 21
		SP:Iteration 69Q (73853.670000 sec): 3 clusters
  Score: Raw -3148392.021870 + Penalty 3352.870276 = -3145039.151594
  nChanged 22
		SP:Iteration 70Q (73853.960000 sec): 3 clusters
  Score: Raw -3148400.035620 + Penalty 3352.870276 = -3145047.165344
  nChanged 14
		SP:Iteration 71Q (73854.290000 sec): 3 clusters
  Score: Raw -3148405.570981 + Penalty 3352.870276 = -3145052.700705
  nChanged 13
		SP:Iteration 72Q (73854.630000 sec): 3 clusters
  Score: Raw -3148409.381152 + Penalty 3352.870276 = -3145056.510876
  nChanged 9
		SP:Iteration 73Q (73854.950000 sec): 3 clusters
  Score: Raw -3148411.730313 + Penalty 3352.870276 = -3145058.860037
  nChanged 7
		SP:Iteration 74Q (73855.280000 sec): 3 clusters
  Score: Raw -3148413.718706 + Penalty 3352.870276 = -3145060.848430
  nChanged 6
		SP:Iteration 75Q (73855.590000 sec): 3 clusters
  Score: Raw -3148415.370408 + Penalty 3352.870276 = -3145062.500132
  nChanged 2
		SP:Iteration 76Q (73855.900000 sec): 3 clusters
  Score: Raw -3148416.137836 + Penalty 3352.870276 = -3145063.267560
  nChanged 1
		SP:Iteration 77Q (73856.180000 sec): 3 clusters
  Score: Raw -3148416.641023 + Penalty 3352.870276 = -3145063.770747
  nChanged 0
		SP:Iteration 78F (73856.540000 sec): 3 clusters
  Score: Raw -3148416.641023 + Penalty 3352.870276 = -3145063.770747
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73856.630000 sec): 2 clusters
  Score: Raw -61190.068524 + Penalty 1037.319828 = -60152.748696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73856.850000 sec): 3 clusters
  Score: Raw -61155.351340 + Penalty 2074.639656 = -59080.711683
  nChanged 149
		SP:Iteration 1F (73857.040000 sec): 3 clusters
  Score: Raw -61364.411195 + Penalty 2074.639656 = -59289.771539
  nChanged 35
		SP:Iteration 2F (73857.210000 sec): 3 clusters
  Score: Raw -61442.646069 + Penalty 2074.639656 = -59368.006413
  nChanged 27
		SP:Iteration 3Q (73857.440000 sec): 3 clusters
  Score: Raw -61498.440665 + Penalty 2074.639656 = -59423.801009
  nChanged 20
		SP:Iteration 4Q (73857.630000 sec): 3 clusters
  Score: Raw -61527.823343 + Penalty 2074.639656 = -59453.183687
  nChanged 11
		SP:Iteration 5Q (73857.820000 sec): 3 clusters
  Score: Raw -61538.770824 + Penalty 2074.639656 = -59464.131168
  nChanged 7
		SP:Iteration 6Q (73858.100000 sec): 3 clusters
  Score: Raw -61546.244768 + Penalty 2074.639656 = -59471.605111
  nChanged 4
		SP:Iteration 7Q (73858.260000 sec): 3 clusters
  Score: Raw -61548.911182 + Penalty 2074.639656 = -59474.271525
  nChanged 3
		SP:Iteration 8Q (73858.510000 sec): 3 clusters
  Score: Raw -61552.419626 + Penalty 2074.639656 = -59477.779970
  nChanged 2
		SP:Iteration 9Q (73858.710000 sec): 3 clusters
  Score: Raw -61557.079275 + Penalty 2074.639656 = -59482.439619
  nChanged 1
		SP:Iteration 10Q (73858.930000 sec): 3 clusters
  Score: Raw -61557.868990 + Penalty 2074.639656 = -59483.229334
  nChanged 0
		SP:Iteration 11F (73859.110000 sec): 3 clusters
  Score: Raw -61557.868990 + Penalty 2074.639656 = -59483.229334
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (49519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73859.490000 sec): 2 clusters
  Score: Raw -5552072.543860 + Penalty 1756.643153 = -5550315.900706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73859.970000 sec): 3 clusters
  Score: Raw -5520777.424595 + Penalty 3513.286307 = -5517264.138288
  nChanged 23073
		SP:Iteration 1F (73860.390000 sec): 3 clusters
  Score: Raw -5534129.977015 + Penalty 3513.286307 = -5530616.690708
  nChanged 2392
		SP:Iteration 2Q (73860.870000 sec): 3 clusters
  Score: Raw -5535089.830398 + Penalty 3513.286307 = -5531576.544091
  nChanged 2795
		SP:Iteration 3F (73861.360000 sec): 3 clusters
  Score: Raw -5536526.882305 + Penalty 3513.286307 = -5533013.595998
  nChanged 3315
		SP:Iteration 4F (73861.770000 sec): 3 clusters
  Score: Raw -5538696.736751 + Penalty 3513.286307 = -5535183.450445
  nChanged 3847
		SP:Iteration 5F (73862.230000 sec): 3 clusters
  Score: Raw -5541781.873160 + Penalty 3513.286307 = -5538268.586853
  nChanged 4036
		SP:Iteration 6F (73862.670000 sec): 3 clusters
  Score: Raw -5545437.109085 + Penalty 3513.286307 = -5541923.822779
  nChanged 3422
		SP:Iteration 7F (73863.190000 sec): 3 clusters
  Score: Raw -5548719.897179 + Penalty 3513.286307 = -5545206.610873
  nChanged 2152
		SP:Iteration 8Q (73863.630000 sec): 3 clusters
  Score: Raw -5550771.116681 + Penalty 3513.286307 = -5547257.830374
  nChanged 1011
		SP:Iteration 9Q (73864.060000 sec): 3 clusters
  Score: Raw -5551674.642134 + Penalty 3513.286307 = -5548161.355827
  nChanged 377
		SP:Iteration 10Q (73864.470000 sec): 3 clusters
  Score: Raw -5552004.129680 + Penalty 3513.286307 = -5548490.843373
  nChanged 152
		SP:Iteration 11Q (73864.960000 sec): 3 clusters
  Score: Raw -5552161.412331 + Penalty 3513.286307 = -5548648.126024
  nChanged 68
		SP:Iteration 12Q (73865.410000 sec): 3 clusters
  Score: Raw -5552235.446583 + Penalty 3513.286307 = -5548722.160276
  nChanged 31
		SP:Iteration 13Q (73865.790000 sec): 3 clusters
  Score: Raw -5552270.339651 + Penalty 3513.286307 = -5548757.053344
  nChanged 19
		SP:Iteration 14Q (73866.140000 sec): 3 clusters
  Score: Raw -5552291.444541 + Penalty 3513.286307 = -5548778.158234
  nChanged 13
		SP:Iteration 15Q (73866.550000 sec): 3 clusters
  Score: Raw -5552302.500013 + Penalty 3513.286307 = -5548789.213706
  nChanged 5
		SP:Iteration 16Q (73866.990000 sec): 3 clusters
  Score: Raw -5552311.878541 + Penalty 3513.286307 = -5548798.592234
  nChanged 9
		SP:Iteration 17Q (73867.460000 sec): 3 clusters
  Score: Raw -5552323.236550 + Penalty 3513.286307 = -5548809.950244
  nChanged 7
		SP:Iteration 18Q (73867.880000 sec): 3 clusters
  Score: Raw -5552330.724947 + Penalty 3513.286307 = -5548817.438640
  nChanged 5
		SP:Iteration 19Q (73868.290000 sec): 3 clusters
  Score: Raw -5552336.387052 + Penalty 3513.286307 = -5548823.100745
  nChanged 1
		SP:Iteration 20F (73868.700000 sec): 3 clusters
  Score: Raw -5552336.647829 + Penalty 3513.286307 = -5548823.361522
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73869.290000 sec): 2 clusters
  Score: Raw -10812541.856468 + Penalty 1856.890576 = -10810684.965891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73870.000000 sec): 3 clusters
  Score: Raw -10752803.385954 + Penalty 3713.781153 = -10749089.604801
  nChanged 44024
		SP:Iteration 1F (73870.660000 sec): 3 clusters
  Score: Raw -10778039.146905 + Penalty 3713.781153 = -10774325.365752
  nChanged 3113
		SP:Iteration 2Q (73871.280000 sec): 3 clusters
  Score: Raw -10778890.961248 + Penalty 3713.781153 = -10775177.180095
  nChanged 3496
		SP:Iteration 3Q (73871.890000 sec): 3 clusters
  Score: Raw -10780083.009631 + Penalty 3713.781153 = -10776369.228479
  nChanged 4265
		SP:Iteration 4Q (73872.610000 sec): 3 clusters
  Score: Raw -10781860.480970 + Penalty 3713.781153 = -10778146.699817
  nChanged 5338
		SP:Iteration 5F (73873.230000 sec): 3 clusters
  Score: Raw -10784623.559387 + Penalty 3713.781153 = -10780909.778234
  nChanged 6227
		SP:Iteration 6F (73873.930000 sec): 3 clusters
  Score: Raw -10788344.337942 + Penalty 3713.781153 = -10784630.556789
  nChanged 6419
		SP:Iteration 7F (73874.560000 sec): 3 clusters
  Score: Raw -10792331.574189 + Penalty 3713.781153 = -10788617.793036
  nChanged 5729
		SP:Iteration 8F (73875.140000 sec): 3 clusters
  Score: Raw -10795951.475221 + Penalty 3713.781153 = -10792237.694068
  nChanged 4571
		SP:Iteration 9Q (73875.830000 sec): 3 clusters
  Score: Raw -10798941.098739 + Penalty 3713.781153 = -10795227.317586
  nChanged 3631
		SP:Iteration 10Q (73876.550000 sec): 3 clusters
  Score: Raw -10801355.618403 + Penalty 3713.781153 = -10797641.837250
  nChanged 2932
		SP:Iteration 11Q (73877.270000 sec): 3 clusters
  Score: Raw -10803413.073742 + Penalty 3713.781153 = -10799699.292589
  nChanged 2392
		SP:Iteration 12Q (73877.940000 sec): 3 clusters
  Score: Raw -10805202.050858 + Penalty 3713.781153 = -10801488.269705
  nChanged 2045
		SP:Iteration 13Q (73878.600000 sec): 3 clusters
  Score: Raw -10806628.481888 + Penalty 3713.781153 = -10802914.700735
  nChanged 1705
		SP:Iteration 14Q (73879.290000 sec): 3 clusters
  Score: Raw -10807709.776215 + Penalty 3713.781153 = -10803995.995062
  nChanged 1511
		SP:Iteration 15Q (73879.930000 sec): 3 clusters
  Score: Raw -10808559.357702 + Penalty 3713.781153 = -10804845.576549
  nChanged 1274
		SP:Iteration 16Q (73880.600000 sec): 3 clusters
  Score: Raw -10809228.805638 + Penalty 3713.781153 = -10805515.024485
  nChanged 1107
		SP:Iteration 17Q (73881.260000 sec): 3 clusters
  Score: Raw -10809785.596262 + Penalty 3713.781153 = -10806071.815110
  nChanged 1013
		SP:Iteration 18Q (73881.930000 sec): 3 clusters
  Score: Raw -10810295.815747 + Penalty 3713.781153 = -10806582.034594
  nChanged 887
		SP:Iteration 19Q (73882.550000 sec): 3 clusters
  Score: Raw -10810772.510291 + Penalty 3713.781153 = -10807058.729138
  nChanged 758
		SP:Iteration 20F (73883.240000 sec): 3 clusters
  Score: Raw -10811188.510557 + Penalty 3713.781153 = -10807474.729404
  nChanged 607
		SP:Iteration 21Q (73883.900000 sec): 3 clusters
  Score: Raw -10811519.246932 + Penalty 3713.781153 = -10807805.465779
  nChanged 546
		SP:Iteration 22Q (73884.480000 sec): 3 clusters
  Score: Raw -10811836.991723 + Penalty 3713.781153 = -10808123.210570
  nChanged 424
		SP:Iteration 23Q (73885.120000 sec): 3 clusters
  Score: Raw -10812104.439706 + Penalty 3713.781153 = -10808390.658553
  nChanged 359
		SP:Iteration 24Q (73885.710000 sec): 3 clusters
  Score: Raw -10812326.585402 + Penalty 3713.781153 = -10808612.804249
  nChanged 262
		SP:Iteration 25Q (73886.280000 sec): 3 clusters
  Score: Raw -10812476.778026 + Penalty 3713.781153 = -10808762.996874
  nChanged 173
		SP:Iteration 26Q (73886.860000 sec): 3 clusters
  Score: Raw -10812572.456137 + Penalty 3713.781153 = -10808858.674985
  nChanged 118
		SP:Iteration 27Q (73887.420000 sec): 3 clusters
  Score: Raw -10812637.398528 + Penalty 3713.781153 = -10808923.617375
  nChanged 101
		SP:Iteration 28Q (73887.980000 sec): 3 clusters
  Score: Raw -10812688.525243 + Penalty 3713.781153 = -10808974.744090
  nChanged 85
		SP:Iteration 29Q (73888.620000 sec): 3 clusters
  Score: Raw -10812726.816390 + Penalty 3713.781153 = -10809013.035237
  nChanged 57
		SP:Iteration 30Q (73889.310000 sec): 3 clusters
  Score: Raw -10812755.210717 + Penalty 3713.781153 = -10809041.429564
  nChanged 47
		SP:Iteration 31Q (73889.850000 sec): 3 clusters
  Score: Raw -10812785.883471 + Penalty 3713.781153 = -10809072.102318
  nChanged 50
		SP:Iteration 32Q (73890.420000 sec): 3 clusters
  Score: Raw -10812816.618095 + Penalty 3713.781153 = -10809102.836942
  nChanged 42
		SP:Iteration 33Q (73891.020000 sec): 3 clusters
  Score: Raw -10812847.097958 + Penalty 3713.781153 = -10809133.316805
  nChanged 40
		SP:Iteration 34Q (73891.680000 sec): 3 clusters
  Score: Raw -10812867.877891 + Penalty 3713.781153 = -10809154.096739
  nChanged 24
		SP:Iteration 35Q (73892.260000 sec): 3 clusters
  Score: Raw -10812877.927196 + Penalty 3713.781153 = -10809164.146044
  nChanged 15
		SP:Iteration 36Q (73892.870000 sec): 3 clusters
  Score: Raw -10812886.576124 + Penalty 3713.781153 = -10809172.794971
  nChanged 22
		SP:Iteration 37Q (73893.440000 sec): 3 clusters
  Score: Raw -10812896.291293 + Penalty 3713.781153 = -10809182.510140
  nChanged 14
		SP:Iteration 38Q (73893.980000 sec): 3 clusters
  Score: Raw -10812902.620573 + Penalty 3713.781153 = -10809188.839420
  nChanged 20
		SP:Iteration 39Q (73894.560000 sec): 3 clusters
  Score: Raw -10812912.881521 + Penalty 3713.781153 = -10809199.100368
  nChanged 24
		SP:Iteration 40F (73895.200000 sec): 3 clusters
  Score: Raw -10812925.584261 + Penalty 3713.781153 = -10809211.803108
  nChanged 19
		SP:Iteration 41Q (73895.800000 sec): 3 clusters
  Score: Raw -10812937.793919 + Penalty 3713.781153 = -10809224.012766
  nChanged 22
		SP:Iteration 42Q (73896.370000 sec): 3 clusters
  Score: Raw -10812952.226058 + Penalty 3713.781153 = -10809238.444905
  nChanged 20
		SP:Iteration 43Q (73896.960000 sec): 3 clusters
  Score: Raw -10812962.940417 + Penalty 3713.781153 = -10809249.159264
  nChanged 22
		SP:Iteration 44Q (73897.560000 sec): 3 clusters
  Score: Raw -10812975.211770 + Penalty 3713.781153 = -10809261.430618
  nChanged 17
		SP:Iteration 45Q (73898.190000 sec): 3 clusters
  Score: Raw -10812982.314782 + Penalty 3713.781153 = -10809268.533629
  nChanged 11
		SP:Iteration 46Q (73898.810000 sec): 3 clusters
  Score: Raw -10812987.901410 + Penalty 3713.781153 = -10809274.120257
  nChanged 12
		SP:Iteration 47Q (73899.420000 sec): 3 clusters
  Score: Raw -10812994.841797 + Penalty 3713.781153 = -10809281.060644
  nChanged 15
		SP:Iteration 48Q (73900.010000 sec): 3 clusters
  Score: Raw -10813002.678765 + Penalty 3713.781153 = -10809288.897612
  nChanged 12
		SP:Iteration 49Q (73900.600000 sec): 3 clusters
  Score: Raw -10813009.607104 + Penalty 3713.781153 = -10809295.825951
  nChanged 13
		SP:Iteration 50Q (73901.180000 sec): 3 clusters
  Score: Raw -10813015.377897 + Penalty 3713.781153 = -10809301.596745
  nChanged 9
		SP:Iteration 51Q (73901.710000 sec): 3 clusters
  Score: Raw -10813019.956341 + Penalty 3713.781153 = -10809306.175188
  nChanged 8
		SP:Iteration 52Q (73902.240000 sec): 3 clusters
  Score: Raw -10813024.173374 + Penalty 3713.781153 = -10809310.392221
  nChanged 3
		SP:Iteration 53Q (73902.840000 sec): 3 clusters
  Score: Raw -10813025.299394 + Penalty 3713.781153 = -10809311.518241
  nChanged 4
		SP:Iteration 54Q (73903.380000 sec): 3 clusters
  Score: Raw -10813027.949902 + Penalty 3713.781153 = -10809314.168749
  nChanged 5
		SP:Iteration 55Q (73903.940000 sec): 3 clusters
  Score: Raw -10813030.578055 + Penalty 3713.781153 = -10809316.796903
  nChanged 4
		SP:Iteration 56Q (73904.510000 sec): 3 clusters
  Score: Raw -10813032.850373 + Penalty 3713.781153 = -10809319.069220
  nChanged 1
		SP:Iteration 57Q (73905.120000 sec): 3 clusters
  Score: Raw -10813033.208212 + Penalty 3713.781153 = -10809319.427059
  nChanged 0
		SP:Iteration 58F (73905.750000 sec): 3 clusters
  Score: Raw -10813033.208212 + Penalty 3713.781153 = -10809319.427059
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73905.920000 sec): 2 clusters
  Score: Raw -125854.537353 + Penalty 1180.632330 = -124673.905023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73906.060000 sec): 3 clusters
  Score: Raw -125358.275990 + Penalty 2361.264660 = -122997.011330
  nChanged 469
		SP:Iteration 1F (73906.280000 sec): 3 clusters
  Score: Raw -125745.975638 + Penalty 2361.264660 = -123384.710978
  nChanged 118
		SP:Iteration 2F (73906.470000 sec): 3 clusters
  Score: Raw -125869.279543 + Penalty 2361.264660 = -123508.014883
  nChanged 76
		SP:Iteration 3F (73906.690000 sec): 3 clusters
  Score: Raw -125937.198294 + Penalty 2361.264660 = -123575.933634
  nChanged 67
		SP:Iteration 4Q (73906.900000 sec): 3 clusters
  Score: Raw -126023.750425 + Penalty 2361.264660 = -123662.485765
  nChanged 56
		SP:Iteration 5Q (73907.150000 sec): 3 clusters
  Score: Raw -126126.381015 + Penalty 2361.264660 = -123765.116355
  nChanged 57
		SP:Iteration 6Q (73907.320000 sec): 3 clusters
  Score: Raw -126219.261430 + Penalty 2361.264660 = -123857.996770
  nChanged 53
		SP:Iteration 7Q (73907.470000 sec): 3 clusters
  Score: Raw -126291.695846 + Penalty 2361.264660 = -123930.431185
  nChanged 46
		SP:Iteration 8Q (73907.650000 sec): 3 clusters
  Score: Raw -126343.038739 + Penalty 2361.264660 = -123981.774079
  nChanged 33
		SP:Iteration 9Q (73907.810000 sec): 3 clusters
  Score: Raw -126392.487714 + Penalty 2361.264660 = -124031.223054
  nChanged 37
		SP:Iteration 10Q (73908.000000 sec): 3 clusters
  Score: Raw -126437.413833 + Penalty 2361.264660 = -124076.149173
  nChanged 30
		SP:Iteration 11Q (73908.170000 sec): 3 clusters
  Score: Raw -126471.610716 + Penalty 2361.264660 = -124110.346056
  nChanged 28
		SP:Iteration 12Q (73908.320000 sec): 3 clusters
  Score: Raw -126504.956312 + Penalty 2361.264660 = -124143.691652
  nChanged 26
		SP:Iteration 13Q (73908.460000 sec): 3 clusters
  Score: Raw -126532.957419 + Penalty 2361.264660 = -124171.692759
  nChanged 21
		SP:Iteration 14Q (73908.670000 sec): 3 clusters
  Score: Raw -126554.850232 + Penalty 2361.264660 = -124193.585572
  nChanged 17
		SP:Iteration 15Q (73908.770000 sec): 3 clusters
  Score: Raw -126569.816010 + Penalty 2361.264660 = -124208.551350
  nChanged 21
		SP:Iteration 16Q (73908.960000 sec): 3 clusters
  Score: Raw -126589.672900 + Penalty 2361.264660 = -124228.408240
  nChanged 17
		SP:Iteration 17Q (73909.110000 sec): 3 clusters
  Score: Raw -126603.129841 + Penalty 2361.264660 = -124241.865181
  nChanged 13
		SP:Iteration 18Q (73909.270000 sec): 3 clusters
  Score: Raw -126614.283018 + Penalty 2361.264660 = -124253.018358
  nChanged 11
		SP:Iteration 19Q (73909.430000 sec): 3 clusters
  Score: Raw -126626.684936 + Penalty 2361.264660 = -124265.420276
  nChanged 7
		SP:Iteration 20F (73909.610000 sec): 3 clusters
  Score: Raw -126632.791576 + Penalty 2361.264660 = -124271.526916
  nChanged 6
		SP:Iteration 21Q (73909.790000 sec): 3 clusters
  Score: Raw -126638.931321 + Penalty 2361.264660 = -124277.666661
  nChanged 3
		SP:Iteration 22Q (73909.940000 sec): 3 clusters
  Score: Raw -126640.522321 + Penalty 2361.264660 = -124279.257661
  nChanged 3
		SP:Iteration 23Q (73910.090000 sec): 3 clusters
  Score: Raw -126642.256495 + Penalty 2361.264660 = -124280.991835
  nChanged 2
		SP:Iteration 24Q (73910.230000 sec): 3 clusters
  Score: Raw -126644.095227 + Penalty 2361.264660 = -124282.830567
  nChanged 3
		SP:Iteration 25Q (73910.430000 sec): 3 clusters
  Score: Raw -126645.349427 + Penalty 2361.264660 = -124284.084767
  nChanged 1
		SP:Iteration 26Q (73910.590000 sec): 3 clusters
  Score: Raw -126646.852796 + Penalty 2361.264660 = -124285.588136
  nChanged 3
		SP:Iteration 27Q (73910.730000 sec): 3 clusters
  Score: Raw -126648.183192 + Penalty 2361.264660 = -124286.918532
  nChanged 4
		SP:Iteration 28Q (73910.910000 sec): 3 clusters
  Score: Raw -126650.676689 + Penalty 2361.264660 = -124289.412029
  nChanged 3
		SP:Iteration 29Q (73911.120000 sec): 3 clusters
  Score: Raw -126651.734898 + Penalty 2361.264660 = -124290.470238
  nChanged 2
		SP:Iteration 30Q (73911.290000 sec): 3 clusters
  Score: Raw -126652.764820 + Penalty 2361.264660 = -124291.500160
  nChanged 2
		SP:Iteration 31Q (73911.460000 sec): 3 clusters
  Score: Raw -126653.703532 + Penalty 2361.264660 = -124292.438872
  nChanged 2
		SP:Iteration 32Q (73911.710000 sec): 3 clusters
  Score: Raw -126656.165575 + Penalty 2361.264660 = -124294.900915
  nChanged 1
		SP:Iteration 33Q (73911.850000 sec): 3 clusters
  Score: Raw -126656.392400 + Penalty 2361.264660 = -124295.127740
  nChanged 0
		SP:Iteration 34F (73912.070000 sec): 3 clusters
  Score: Raw -126656.392400 + Penalty 2361.264660 = -124295.127740
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73912.280000 sec): 2 clusters
  Score: Raw -965643.530793 + Penalty 1475.611664 = -964167.919129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73912.490000 sec): 3 clusters
  Score: Raw -960787.920432 + Penalty 2951.223328 = -957836.697104
  nChanged 3758
		SP:Iteration 1F (73912.730000 sec): 3 clusters
  Score: Raw -962845.488313 + Penalty 2951.223328 = -959894.264985
  nChanged 579
		SP:Iteration 2F (73913.020000 sec): 3 clusters
  Score: Raw -963151.422831 + Penalty 2951.223328 = -960200.199503
  nChanged 514
		SP:Iteration 3F (73913.300000 sec): 3 clusters
  Score: Raw -963387.696483 + Penalty 2951.223328 = -960436.473155
  nChanged 396
		SP:Iteration 4Q (73913.520000 sec): 3 clusters
  Score: Raw -963582.763423 + Penalty 2951.223328 = -960631.540095
  nChanged 375
		SP:Iteration 5Q (73913.750000 sec): 3 clusters
  Score: Raw -963754.830193 + Penalty 2951.223328 = -960803.606865
  nChanged 333
		SP:Iteration 6Q (73914.030000 sec): 3 clusters
  Score: Raw -963900.981410 + Penalty 2951.223328 = -960949.758082
  nChanged 317
		SP:Iteration 7Q (73914.200000 sec): 3 clusters
  Score: Raw -964044.315669 + Penalty 2951.223328 = -961093.092341
  nChanged 319
		SP:Iteration 8Q (73914.460000 sec): 3 clusters
  Score: Raw -964193.566661 + Penalty 2951.223328 = -961242.343333
  nChanged 320
		SP:Iteration 9Q (73914.730000 sec): 3 clusters
  Score: Raw -964351.210085 + Penalty 2951.223328 = -961399.986757
  nChanged 309
		SP:Iteration 10Q (73914.910000 sec): 3 clusters
  Score: Raw -964509.297736 + Penalty 2951.223328 = -961558.074408
  nChanged 306
		SP:Iteration 11Q (73915.130000 sec): 3 clusters
  Score: Raw -964682.019724 + Penalty 2951.223328 = -961730.796396
  nChanged 300
		SP:Iteration 12Q (73915.370000 sec): 3 clusters
  Score: Raw -964863.476397 + Penalty 2951.223328 = -961912.253069
  nChanged 285
		SP:Iteration 13Q (73915.630000 sec): 3 clusters
  Score: Raw -965036.151804 + Penalty 2951.223328 = -962084.928476
  nChanged 259
		SP:Iteration 14Q (73915.900000 sec): 3 clusters
  Score: Raw -965198.927263 + Penalty 2951.223328 = -962247.703935
  nChanged 238
		SP:Iteration 15Q (73916.140000 sec): 3 clusters
  Score: Raw -965364.835953 + Penalty 2951.223328 = -962413.612625
  nChanged 204
		SP:Iteration 16Q (73916.420000 sec): 3 clusters
  Score: Raw -965506.863192 + Penalty 2951.223328 = -962555.639864
  nChanged 144
		SP:Iteration 17Q (73916.650000 sec): 3 clusters
  Score: Raw -965625.971833 + Penalty 2951.223328 = -962674.748505
  nChanged 121
		SP:Iteration 18Q (73916.890000 sec): 3 clusters
  Score: Raw -965744.006509 + Penalty 2951.223328 = -962792.783180
  nChanged 92
		SP:Iteration 19Q (73917.120000 sec): 3 clusters
  Score: Raw -965837.017824 + Penalty 2951.223328 = -962885.794496
  nChanged 71
		SP:Iteration 20F (73917.390000 sec): 3 clusters
  Score: Raw -965901.919810 + Penalty 2951.223328 = -962950.696482
  nChanged 54
		SP:Iteration 21Q (73917.610000 sec): 3 clusters
  Score: Raw -965937.119926 + Penalty 2951.223328 = -962985.896598
  nChanged 33
		SP:Iteration 22Q (73917.830000 sec): 3 clusters
  Score: Raw -965953.717854 + Penalty 2951.223328 = -963002.494525
  nChanged 14
		SP:Iteration 23Q (73918.060000 sec): 3 clusters
  Score: Raw -965960.705527 + Penalty 2951.223328 = -963009.482199
  nChanged 10
		SP:Iteration 24Q (73918.350000 sec): 3 clusters
  Score: Raw -965964.471910 + Penalty 2951.223328 = -963013.248582
  nChanged 6
		SP:Iteration 25Q (73918.620000 sec): 3 clusters
  Score: Raw -965966.616850 + Penalty 2951.223328 = -963015.393521
  nChanged 5
		SP:Iteration 26Q (73918.910000 sec): 3 clusters
  Score: Raw -965968.787402 + Penalty 2951.223328 = -963017.564073
  nChanged 6
		SP:Iteration 27Q (73919.100000 sec): 3 clusters
  Score: Raw -965971.377577 + Penalty 2951.223328 = -963020.154249
  nChanged 3
		SP:Iteration 28Q (73919.370000 sec): 3 clusters
  Score: Raw -965972.614944 + Penalty 2951.223328 = -963021.391616
  nChanged 2
		SP:Iteration 29Q (73919.620000 sec): 3 clusters
  Score: Raw -965973.618955 + Penalty 2951.223328 = -963022.395626
  nChanged 2
		SP:Iteration 30Q (73919.870000 sec): 3 clusters
  Score: Raw -965974.655230 + Penalty 2951.223328 = -963023.431901
  nChanged 2
		SP:Iteration 31Q (73920.110000 sec): 3 clusters
  Score: Raw -965975.479161 + Penalty 2951.223328 = -963024.255833
  nChanged 3
		SP:Iteration 32Q (73920.350000 sec): 3 clusters
  Score: Raw -965976.571818 + Penalty 2951.223328 = -963025.348490
  nChanged 3
		SP:Iteration 33Q (73920.620000 sec): 3 clusters
  Score: Raw -965979.082894 + Penalty 2951.223328 = -963027.859565
  nChanged 5
		SP:Iteration 34Q (73920.890000 sec): 3 clusters
  Score: Raw -965981.627635 + Penalty 2951.223328 = -963030.404307
  nChanged 5
		SP:Iteration 35Q (73921.160000 sec): 3 clusters
  Score: Raw -965983.786456 + Penalty 2951.223328 = -963032.563128
  nChanged 4
		SP:Iteration 36Q (73921.390000 sec): 3 clusters
  Score: Raw -965985.621791 + Penalty 2951.223328 = -963034.398463
  nChanged 1
		SP:Iteration 37Q (73921.630000 sec): 3 clusters
  Score: Raw -965985.793932 + Penalty 2951.223328 = -963034.570604
  nChanged 0
		SP:Iteration 38F (73921.870000 sec): 3 clusters
  Score: Raw -965985.793932 + Penalty 2951.223328 = -963034.570604
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73922.010000 sec): 2 clusters
  Score: Raw -814881.675431 + Penalty 1450.256649 = -813431.418782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73922.310000 sec): 3 clusters
  Score: Raw -810814.673429 + Penalty 2900.513298 = -807914.160131
  nChanged 3164
		SP:Iteration 1F (73922.560000 sec): 3 clusters
  Score: Raw -812577.069834 + Penalty 2900.513298 = -809676.556536
  nChanged 537
		SP:Iteration 2F (73922.820000 sec): 3 clusters
  Score: Raw -812887.309113 + Penalty 2900.513298 = -809986.795814
  nChanged 444
		SP:Iteration 3F (73923.020000 sec): 3 clusters
  Score: Raw -813135.401875 + Penalty 2900.513298 = -810234.888577
  nChanged 378
		SP:Iteration 4F (73923.250000 sec): 3 clusters
  Score: Raw -813363.699576 + Penalty 2900.513298 = -810463.186278
  nChanged 354
		SP:Iteration 5Q (73923.470000 sec): 3 clusters
  Score: Raw -813574.143863 + Penalty 2900.513298 = -810673.630564
  nChanged 329
		SP:Iteration 6Q (73923.720000 sec): 3 clusters
  Score: Raw -813767.371995 + Penalty 2900.513298 = -810866.858696
  nChanged 300
		SP:Iteration 7Q (73923.950000 sec): 3 clusters
  Score: Raw -813962.409799 + Penalty 2900.513298 = -811061.896501
  nChanged 286
		SP:Iteration 8Q (73924.180000 sec): 3 clusters
  Score: Raw -814151.660568 + Penalty 2900.513298 = -811251.147270
  nChanged 292
		SP:Iteration 9Q (73924.490000 sec): 3 clusters
  Score: Raw -814341.204844 + Penalty 2900.513298 = -811440.691545
  nChanged 235
		SP:Iteration 10Q (73924.710000 sec): 3 clusters
  Score: Raw -814497.019922 + Penalty 2900.513298 = -811596.506624
  nChanged 218
		SP:Iteration 11Q (73924.950000 sec): 3 clusters
  Score: Raw -814623.001816 + Penalty 2900.513298 = -811722.488517
  nChanged 173
		SP:Iteration 12Q (73925.170000 sec): 3 clusters
  Score: Raw -814715.624967 + Penalty 2900.513298 = -811815.111669
  nChanged 151
		SP:Iteration 13Q (73925.420000 sec): 3 clusters
  Score: Raw -814788.764498 + Penalty 2900.513298 = -811888.251200
  nChanged 113
		SP:Iteration 14Q (73925.780000 sec): 3 clusters
  Score: Raw -814841.110825 + Penalty 2900.513298 = -811940.597527
  nChanged 87
		SP:Iteration 15Q (73926.010000 sec): 3 clusters
  Score: Raw -814884.058372 + Penalty 2900.513298 = -811983.545074
  nChanged 72
		SP:Iteration 16Q (73926.280000 sec): 3 clusters
  Score: Raw -814915.903668 + Penalty 2900.513298 = -812015.390370
  nChanged 64
		SP:Iteration 17Q (73926.540000 sec): 3 clusters
  Score: Raw -814943.495358 + Penalty 2900.513298 = -812042.982060
  nChanged 60
		SP:Iteration 18Q (73926.830000 sec): 3 clusters
  Score: Raw -814970.552075 + Penalty 2900.513298 = -812070.038777
  nChanged 63
		SP:Iteration 19Q (73927.090000 sec): 3 clusters
  Score: Raw -814992.306490 + Penalty 2900.513298 = -812091.793191
  nChanged 48
		SP:Iteration 20F (73927.350000 sec): 3 clusters
  Score: Raw -815006.701845 + Penalty 2900.513298 = -812106.188547
  nChanged 43
		SP:Iteration 21Q (73927.610000 sec): 3 clusters
  Score: Raw -815021.614568 + Penalty 2900.513298 = -812121.101269
  nChanged 41
		SP:Iteration 22Q (73927.850000 sec): 3 clusters
  Score: Raw -815033.956261 + Penalty 2900.513298 = -812133.442963
  nChanged 40
		SP:Iteration 23Q (73928.080000 sec): 3 clusters
  Score: Raw -815048.437999 + Penalty 2900.513298 = -812147.924701
  nChanged 35
		SP:Iteration 24Q (73928.280000 sec): 3 clusters
  Score: Raw -815058.044153 + Penalty 2900.513298 = -812157.530855
  nChanged 23
		SP:Iteration 25Q (73928.480000 sec): 3 clusters
  Score: Raw -815064.086818 + Penalty 2900.513298 = -812163.573520
  nChanged 31
		SP:Iteration 26Q (73928.760000 sec): 3 clusters
  Score: Raw -815073.608752 + Penalty 2900.513298 = -812173.095453
  nChanged 33
		SP:Iteration 27Q (73929.030000 sec): 3 clusters
  Score: Raw -815084.137071 + Penalty 2900.513298 = -812183.623773
  nChanged 36
		SP:Iteration 28Q (73929.250000 sec): 3 clusters
  Score: Raw -815094.034471 + Penalty 2900.513298 = -812193.521173
  nChanged 31
		SP:Iteration 29Q (73929.490000 sec): 3 clusters
  Score: Raw -815102.655653 + Penalty 2900.513298 = -812202.142355
  nChanged 28
		SP:Iteration 30Q (73929.690000 sec): 3 clusters
  Score: Raw -815110.316198 + Penalty 2900.513298 = -812209.802900
  nChanged 27
		SP:Iteration 31Q (73929.910000 sec): 3 clusters
  Score: Raw -815117.962633 + Penalty 2900.513298 = -812217.449335
  nChanged 28
		SP:Iteration 32Q (73930.180000 sec): 3 clusters
  Score: Raw -815125.070028 + Penalty 2900.513298 = -812224.556730
  nChanged 23
		SP:Iteration 33Q (73930.380000 sec): 3 clusters
  Score: Raw -815129.743807 + Penalty 2900.513298 = -812229.230509
  nChanged 16
		SP:Iteration 34Q (73930.620000 sec): 3 clusters
  Score: Raw -815132.870755 + Penalty 2900.513298 = -812232.357457
  nChanged 14
		SP:Iteration 35Q (73930.850000 sec): 3 clusters
  Score: Raw -815136.392998 + Penalty 2900.513298 = -812235.879700
  nChanged 14
		SP:Iteration 36Q (73931.090000 sec): 3 clusters
  Score: Raw -815140.360051 + Penalty 2900.513298 = -812239.846753
  nChanged 7
		SP:Iteration 37Q (73931.390000 sec): 3 clusters
  Score: Raw -815141.834409 + Penalty 2900.513298 = -812241.321111
  nChanged 7
		SP:Iteration 38Q (73931.610000 sec): 3 clusters
  Score: Raw -815142.824463 + Penalty 2900.513298 = -812242.311165
  nChanged 5
		SP:Iteration 39Q (73931.820000 sec): 3 clusters
  Score: Raw -815143.821770 + Penalty 2900.513298 = -812243.308472
  nChanged 4
		SP:Iteration 40F (73932.100000 sec): 3 clusters
  Score: Raw -815144.954034 + Penalty 2900.513298 = -812244.440736
  nChanged 8
		SP:Iteration 41Q (73932.310000 sec): 3 clusters
  Score: Raw -815147.093339 + Penalty 2900.513298 = -812246.580041
  nChanged 8
		SP:Iteration 42Q (73932.500000 sec): 3 clusters
  Score: Raw -815148.728006 + Penalty 2900.513298 = -812248.214708
  nChanged 4
		SP:Iteration 43Q (73932.730000 sec): 3 clusters
  Score: Raw -815149.068095 + Penalty 2900.513298 = -812248.554797
  nChanged 3
		SP:Iteration 44Q (73932.970000 sec): 3 clusters
  Score: Raw -815149.533278 + Penalty 2900.513298 = -812249.019980
  nChanged 2
		SP:Iteration 45Q (73933.210000 sec): 3 clusters
  Score: Raw -815150.168069 + Penalty 2900.513298 = -812249.654770
  nChanged 1
		SP:Iteration 46Q (73933.440000 sec): 3 clusters
  Score: Raw -815150.367816 + Penalty 2900.513298 = -812249.854518
  nChanged 3
		SP:Iteration 47Q (73933.630000 sec): 3 clusters
  Score: Raw -815150.809952 + Penalty 2900.513298 = -812250.296653
  nChanged 2
		SP:Iteration 48Q (73933.850000 sec): 3 clusters
  Score: Raw -815151.014496 + Penalty 2900.513298 = -812250.501198
  nChanged 1
		SP:Iteration 49Q (73934.130000 sec): 3 clusters
  Score: Raw -815151.110646 + Penalty 2900.513298 = -812250.597347
  nChanged 0
		SP:Iteration 50F (73934.340000 sec): 3 clusters
  Score: Raw -815151.110646 + Penalty 2900.513298 = -812250.597347
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (175227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73935.230000 sec): 2 clusters
  Score: Raw -18369476.969973 + Penalty 1961.998603 = -18367514.971370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73936.250000 sec): 3 clusters
  Score: Raw -18253688.624863 + Penalty 3923.997205 = -18249764.627658
  nChanged 84837
		SP:Iteration 1F (73937.270000 sec): 3 clusters
  Score: Raw -18305189.212909 + Penalty 3923.997205 = -18301265.215703
  nChanged 7593
		SP:Iteration 2Q (73938.280000 sec): 3 clusters
  Score: Raw -18307933.596807 + Penalty 3923.997205 = -18304009.599601
  nChanged 8647
		SP:Iteration 3Q (73939.400000 sec): 3 clusters
  Score: Raw -18311838.279179 + Penalty 3923.997205 = -18307914.281973
  nChanged 10057
		SP:Iteration 4F (73940.540000 sec): 3 clusters
  Score: Raw -18317446.925807 + Penalty 3923.997205 = -18313522.928601
  nChanged 11450
		SP:Iteration 5F (73941.750000 sec): 3 clusters
  Score: Raw -18325252.315536 + Penalty 3923.997205 = -18321328.318331
  nChanged 12465
		SP:Iteration 6F (73942.780000 sec): 3 clusters
  Score: Raw -18335105.893360 + Penalty 3923.997205 = -18331181.896155
  nChanged 12057
		SP:Iteration 7F (73943.900000 sec): 3 clusters
  Score: Raw -18345478.121995 + Penalty 3923.997205 = -18341554.124789
  nChanged 10149
		SP:Iteration 8F (73945.000000 sec): 3 clusters
  Score: Raw -18354463.232347 + Penalty 3923.997205 = -18350539.235141
  nChanged 7418
		SP:Iteration 9Q (73946.070000 sec): 3 clusters
  Score: Raw -18360702.414402 + Penalty 3923.997205 = -18356778.417196
  nChanged 4950
		SP:Iteration 10Q (73947.190000 sec): 3 clusters
  Score: Raw -18364567.955921 + Penalty 3923.997205 = -18360643.958716
  nChanged 3287
		SP:Iteration 11Q (73948.120000 sec): 3 clusters
  Score: Raw -18366920.224637 + Penalty 3923.997205 = -18362996.227432
  nChanged 2188
		SP:Iteration 12Q (73949.130000 sec): 3 clusters
  Score: Raw -18368424.411247 + Penalty 3923.997205 = -18364500.414041
  nChanged 1325
		SP:Iteration 13Q (73950.070000 sec): 3 clusters
  Score: Raw -18369280.955334 + Penalty 3923.997205 = -18365356.958129
  nChanged 834
		SP:Iteration 14Q (73950.980000 sec): 3 clusters
  Score: Raw -18369764.141791 + Penalty 3923.997205 = -18365840.144585
  nChanged 560
		SP:Iteration 15Q (73951.920000 sec): 3 clusters
  Score: Raw -18370039.679949 + Penalty 3923.997205 = -18366115.682744
  nChanged 398
		SP:Iteration 16Q (73952.840000 sec): 3 clusters
  Score: Raw -18370205.900051 + Penalty 3923.997205 = -18366281.902845
  nChanged 291
		SP:Iteration 17Q (73953.790000 sec): 3 clusters
  Score: Raw -18370320.503665 + Penalty 3923.997205 = -18366396.506459
  nChanged 240
		SP:Iteration 18Q (73954.670000 sec): 3 clusters
  Score: Raw -18370419.687884 + Penalty 3923.997205 = -18366495.690679
  nChanged 176
		SP:Iteration 19Q (73955.540000 sec): 3 clusters
  Score: Raw -18370476.392388 + Penalty 3923.997205 = -18366552.395182
  nChanged 126
		SP:Iteration 20F (73956.560000 sec): 3 clusters
  Score: Raw -18370505.458880 + Penalty 3923.997205 = -18366581.461675
  nChanged 89
		SP:Iteration 21Q (73957.530000 sec): 3 clusters
  Score: Raw -18370522.483667 + Penalty 3923.997205 = -18366598.486462
  nChanged 58
		SP:Iteration 22Q (73958.480000 sec): 3 clusters
  Score: Raw -18370534.372409 + Penalty 3923.997205 = -18366610.375204
  nChanged 51
		SP:Iteration 23Q (73959.430000 sec): 3 clusters
  Score: Raw -18370543.281827 + Penalty 3923.997205 = -18366619.284622
  nChanged 31
		SP:Iteration 24Q (73960.380000 sec): 3 clusters
  Score: Raw -18370548.504703 + Penalty 3923.997205 = -18366624.507497
  nChanged 23
		SP:Iteration 25Q (73961.390000 sec): 3 clusters
  Score: Raw -18370552.326038 + Penalty 3923.997205 = -18366628.328833
  nChanged 20
		SP:Iteration 26Q (73962.340000 sec): 3 clusters
  Score: Raw -18370555.093149 + Penalty 3923.997205 = -18366631.095944
  nChanged 13
		SP:Iteration 27Q (73963.280000 sec): 3 clusters
  Score: Raw -18370556.491007 + Penalty 3923.997205 = -18366632.493801
  nChanged 9
		SP:Iteration 28Q (73964.320000 sec): 3 clusters
  Score: Raw -18370557.447832 + Penalty 3923.997205 = -18366633.450626
  nChanged 7
		SP:Iteration 29Q (73965.310000 sec): 3 clusters
  Score: Raw -18370558.927713 + Penalty 3923.997205 = -18366634.930508
  nChanged 6
		SP:Iteration 30Q (73966.160000 sec): 3 clusters
  Score: Raw -18370559.980377 + Penalty 3923.997205 = -18366635.983172
  nChanged 8
		SP:Iteration 31Q (73967.010000 sec): 3 clusters
  Score: Raw -18370561.597173 + Penalty 3923.997205 = -18366637.599967
  nChanged 10
		SP:Iteration 32Q (73967.860000 sec): 3 clusters
  Score: Raw -18370563.552002 + Penalty 3923.997205 = -18366639.554796
  nChanged 9
		SP:Iteration 33Q (73968.670000 sec): 3 clusters
  Score: Raw -18370564.733528 + Penalty 3923.997205 = -18366640.736322
  nChanged 13
		SP:Iteration 34Q (73969.540000 sec): 3 clusters
  Score: Raw -18370566.977559 + Penalty 3923.997205 = -18366642.980353
  nChanged 15
		SP:Iteration 35Q (73970.410000 sec): 3 clusters
  Score: Raw -18370569.520198 + Penalty 3923.997205 = -18366645.522993
  nChanged 19
		SP:Iteration 36Q (73971.260000 sec): 3 clusters
  Score: Raw -18370572.107782 + Penalty 3923.997205 = -18366648.110576
  nChanged 12
		SP:Iteration 37Q (73972.100000 sec): 3 clusters
  Score: Raw -18370573.365565 + Penalty 3923.997205 = -18366649.368360
  nChanged 9
		SP:Iteration 38Q (73972.920000 sec): 3 clusters
  Score: Raw -18370574.533963 + Penalty 3923.997205 = -18366650.536758
  nChanged 8
		SP:Iteration 39Q (73973.850000 sec): 3 clusters
  Score: Raw -18370575.505764 + Penalty 3923.997205 = -18366651.508559
  nChanged 8
		SP:Iteration 40F (73974.800000 sec): 3 clusters
  Score: Raw -18370576.926396 + Penalty 3923.997205 = -18366652.929191
  nChanged 7
		SP:Iteration 41Q (73975.690000 sec): 3 clusters
  Score: Raw -18370577.783041 + Penalty 3923.997205 = -18366653.785835
  nChanged 5
		SP:Iteration 42Q (73976.490000 sec): 3 clusters
  Score: Raw -18370578.428502 + Penalty 3923.997205 = -18366654.431296
  nChanged 6
		SP:Iteration 43Q (73977.320000 sec): 3 clusters
  Score: Raw -18370579.707729 + Penalty 3923.997205 = -18366655.710524
  nChanged 7
		SP:Iteration 44Q (73978.160000 sec): 3 clusters
  Score: Raw -18370580.336737 + Penalty 3923.997205 = -18366656.339531
  nChanged 2
		SP:Iteration 45Q (73979.020000 sec): 3 clusters
  Score: Raw -18370580.844680 + Penalty 3923.997205 = -18366656.847475
  nChanged 4
		SP:Iteration 46Q (73979.870000 sec): 3 clusters
  Score: Raw -18370581.367835 + Penalty 3923.997205 = -18366657.370629
  nChanged 5
		SP:Iteration 47Q (73980.670000 sec): 3 clusters
  Score: Raw -18370582.136006 + Penalty 3923.997205 = -18366658.138801
  nChanged 4
		SP:Iteration 48Q (73981.510000 sec): 3 clusters
  Score: Raw -18370582.517825 + Penalty 3923.997205 = -18366658.520619
  nChanged 2
		SP:Iteration 49Q (73982.280000 sec): 3 clusters
  Score: Raw -18370582.883463 + Penalty 3923.997205 = -18366658.886258
  nChanged 2
		SP:Iteration 50Q (73983.070000 sec): 3 clusters
  Score: Raw -18370583.304742 + Penalty 3923.997205 = -18366659.307537
  nChanged 3
		SP:Iteration 51Q (73983.830000 sec): 3 clusters
  Score: Raw -18370583.493095 + Penalty 3923.997205 = -18366659.495889
  nChanged 1
		SP:Iteration 52Q (73984.600000 sec): 3 clusters
  Score: Raw -18370583.536701 + Penalty 3923.997205 = -18366659.539495
  nChanged 0
		SP:Iteration 53F (73985.510000 sec): 3 clusters
  Score: Raw -18370583.536701 + Penalty 3923.997205 = -18366659.539495
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (13856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73985.730000 sec): 2 clusters
  Score: Raw -1517737.779524 + Penalty 1549.676965 = -1516188.102559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73985.920000 sec): 3 clusters
  Score: Raw -1509562.759985 + Penalty 3099.353930 = -1506463.406055
  nChanged 6168
		SP:Iteration 1F (73986.230000 sec): 3 clusters
  Score: Raw -1512989.391423 + Penalty 3099.353930 = -1509890.037493
  nChanged 929
		SP:Iteration 2F (73986.450000 sec): 3 clusters
  Score: Raw -1513510.352981 + Penalty 3099.353930 = -1510410.999051
  nChanged 883
		SP:Iteration 3F (73986.720000 sec): 3 clusters
  Score: Raw -1514001.280588 + Penalty 3099.353930 = -1510901.926658
  nChanged 797
		SP:Iteration 4F (73986.900000 sec): 3 clusters
  Score: Raw -1514457.422496 + Penalty 3099.353930 = -1511358.068566
  nChanged 763
		SP:Iteration 5F (73987.110000 sec): 3 clusters
  Score: Raw -1514845.198017 + Penalty 3099.353930 = -1511745.844087
  nChanged 667
		SP:Iteration 6Q (73987.370000 sec): 3 clusters
  Score: Raw -1515165.151163 + Penalty 3099.353930 = -1512065.797233
  nChanged 599
		SP:Iteration 7Q (73987.620000 sec): 3 clusters
  Score: Raw -1515450.347897 + Penalty 3099.353930 = -1512350.993967
  nChanged 532
		SP:Iteration 8Q (73987.870000 sec): 3 clusters
  Score: Raw -1515688.494098 + Penalty 3099.353930 = -1512589.140168
  nChanged 467
		SP:Iteration 9Q (73988.130000 sec): 3 clusters
  Score: Raw -1515893.318412 + Penalty 3099.353930 = -1512793.964482
  nChanged 420
		SP:Iteration 10Q (73988.410000 sec): 3 clusters
  Score: Raw -1516077.962869 + Penalty 3099.353930 = -1512978.608939
  nChanged 380
		SP:Iteration 11Q (73988.690000 sec): 3 clusters
  Score: Raw -1516254.289667 + Penalty 3099.353930 = -1513154.935737
  nChanged 350
		SP:Iteration 12Q (73988.900000 sec): 3 clusters
  Score: Raw -1516387.447314 + Penalty 3099.353930 = -1513288.093384
  nChanged 297
		SP:Iteration 13Q (73989.170000 sec): 3 clusters
  Score: Raw -1516479.823534 + Penalty 3099.353930 = -1513380.469604
  nChanged 220
		SP:Iteration 14Q (73989.410000 sec): 3 clusters
  Score: Raw -1516538.269193 + Penalty 3099.353930 = -1513438.915263
  nChanged 200
		SP:Iteration 15Q (73989.660000 sec): 3 clusters
  Score: Raw -1516592.474043 + Penalty 3099.353930 = -1513493.120113
  nChanged 178
		SP:Iteration 16Q (73989.910000 sec): 3 clusters
  Score: Raw -1516635.024839 + Penalty 3099.353930 = -1513535.670909
  nChanged 131
		SP:Iteration 17Q (73990.150000 sec): 3 clusters
  Score: Raw -1516664.204349 + Penalty 3099.353930 = -1513564.850419
  nChanged 133
		SP:Iteration 18Q (73990.400000 sec): 3 clusters
  Score: Raw -1516691.792896 + Penalty 3099.353930 = -1513592.438966
  nChanged 93
		SP:Iteration 19Q (73990.670000 sec): 3 clusters
  Score: Raw -1516711.765293 + Penalty 3099.353930 = -1513612.411363
  nChanged 95
		SP:Iteration 20F (73990.950000 sec): 3 clusters
  Score: Raw -1516736.004555 + Penalty 3099.353930 = -1513636.650625
  nChanged 90
		SP:Iteration 21Q (73991.150000 sec): 3 clusters
  Score: Raw -1516756.250800 + Penalty 3099.353930 = -1513656.896870
  nChanged 110
		SP:Iteration 22Q (73991.410000 sec): 3 clusters
  Score: Raw -1516780.120134 + Penalty 3099.353930 = -1513680.766204
  nChanged 103
		SP:Iteration 23Q (73991.700000 sec): 3 clusters
  Score: Raw -1516801.000801 + Penalty 3099.353930 = -1513701.646871
  nChanged 105
		SP:Iteration 24Q (73991.950000 sec): 3 clusters
  Score: Raw -1516823.380204 + Penalty 3099.353930 = -1513724.026274
  nChanged 108
		SP:Iteration 25Q (73992.210000 sec): 3 clusters
  Score: Raw -1516849.100802 + Penalty 3099.353930 = -1513749.746872
  nChanged 117
		SP:Iteration 26Q (73992.460000 sec): 3 clusters
  Score: Raw -1516878.464703 + Penalty 3099.353930 = -1513779.110773
  nChanged 133
		SP:Iteration 27Q (73992.690000 sec): 3 clusters
  Score: Raw -1516914.215880 + Penalty 3099.353930 = -1513814.861950
  nChanged 146
		SP:Iteration 28Q (73992.930000 sec): 3 clusters
  Score: Raw -1516957.626317 + Penalty 3099.353930 = -1513858.272387
  nChanged 145
		SP:Iteration 29Q (73993.130000 sec): 3 clusters
  Score: Raw -1517002.842696 + Penalty 3099.353930 = -1513903.488766
  nChanged 156
		SP:Iteration 30Q (73993.390000 sec): 3 clusters
  Score: Raw -1517046.034124 + Penalty 3099.353930 = -1513946.680194
  nChanged 141
		SP:Iteration 31Q (73993.610000 sec): 3 clusters
  Score: Raw -1517078.145620 + Penalty 3099.353930 = -1513978.791690
  nChanged 149
		SP:Iteration 32Q (73993.880000 sec): 3 clusters
  Score: Raw -1517111.503232 + Penalty 3099.353930 = -1514012.149302
  nChanged 144
		SP:Iteration 33Q (73994.130000 sec): 3 clusters
  Score: Raw -1517149.659563 + Penalty 3099.353930 = -1514050.305633
  nChanged 143
		SP:Iteration 34Q (73994.440000 sec): 3 clusters
  Score: Raw -1517187.740711 + Penalty 3099.353930 = -1514088.386781
  nChanged 128
		SP:Iteration 35Q (73994.680000 sec): 3 clusters
  Score: Raw -1517216.372388 + Penalty 3099.353930 = -1514117.018458
  nChanged 101
		SP:Iteration 36Q (73994.940000 sec): 3 clusters
  Score: Raw -1517237.985315 + Penalty 3099.353930 = -1514138.631385
  nChanged 82
		SP:Iteration 37Q (73995.240000 sec): 3 clusters
  Score: Raw -1517252.383850 + Penalty 3099.353930 = -1514153.029920
  nChanged 78
		SP:Iteration 38Q (73995.560000 sec): 3 clusters
  Score: Raw -1517265.626722 + Penalty 3099.353930 = -1514166.272792
  nChanged 93
		SP:Iteration 39Q (73995.770000 sec): 3 clusters
  Score: Raw -1517283.396758 + Penalty 3099.353930 = -1514184.042828
  nChanged 115
		SP:Iteration 40F (73996.020000 sec): 3 clusters
  Score: Raw -1517312.583900 + Penalty 3099.353930 = -1514213.229970
  nChanged 128
		SP:Iteration 41Q (73996.290000 sec): 3 clusters
  Score: Raw -1517346.760603 + Penalty 3099.353930 = -1514247.406673
  nChanged 108
		SP:Iteration 42Q (73996.550000 sec): 3 clusters
  Score: Raw -1517372.673835 + Penalty 3099.353930 = -1514273.319905
  nChanged 107
		SP:Iteration 43Q (73996.820000 sec): 3 clusters
  Score: Raw -1517397.002328 + Penalty 3099.353930 = -1514297.648398
  nChanged 108
		SP:Iteration 44Q (73997.110000 sec): 3 clusters
  Score: Raw -1517420.377427 + Penalty 3099.353930 = -1514321.023497
  nChanged 99
		SP:Iteration 45Q (73997.360000 sec): 3 clusters
  Score: Raw -1517441.654612 + Penalty 3099.353930 = -1514342.300682
  nChanged 95
		SP:Iteration 46Q (73997.560000 sec): 3 clusters
  Score: Raw -1517462.042543 + Penalty 3099.353930 = -1514362.688613
  nChanged 76
		SP:Iteration 47Q (73997.810000 sec): 3 clusters
  Score: Raw -1517478.217674 + Penalty 3099.353930 = -1514378.863744
  nChanged 72
		SP:Iteration 48Q (73998.100000 sec): 3 clusters
  Score: Raw -1517491.605408 + Penalty 3099.353930 = -1514392.251478
  nChanged 61
		SP:Iteration 49Q (73998.410000 sec): 3 clusters
  Score: Raw -1517501.330124 + Penalty 3099.353930 = -1514401.976194
  nChanged 49
		SP:Iteration 50Q (73998.640000 sec): 3 clusters
  Score: Raw -1517510.410427 + Penalty 3099.353930 = -1514411.056497
  nChanged 72
		SP:Iteration 51Q (73998.880000 sec): 3 clusters
  Score: Raw -1517525.815788 + Penalty 3099.353930 = -1514426.461858
  nChanged 71
		SP:Iteration 52Q (73999.190000 sec): 3 clusters
  Score: Raw -1517540.689091 + Penalty 3099.353930 = -1514441.335161
  nChanged 83
		SP:Iteration 53Q (73999.420000 sec): 3 clusters
  Score: Raw -1517558.912286 + Penalty 3099.353930 = -1514459.558356
  nChanged 84
		SP:Iteration 54Q (73999.690000 sec): 3 clusters
  Score: Raw -1517579.679799 + Penalty 3099.353930 = -1514480.325869
  nChanged 80
		SP:Iteration 55Q (73999.990000 sec): 3 clusters
  Score: Raw -1517599.098345 + Penalty 3099.353930 = -1514499.744415
  nChanged 65
		SP:Iteration 56Q (74000.250000 sec): 3 clusters
  Score: Raw -1517613.897607 + Penalty 3099.353930 = -1514514.543677
  nChanged 65
		SP:Iteration 57Q (74000.450000 sec): 3 clusters
  Score: Raw -1517628.242872 + Penalty 3099.353930 = -1514528.888942
  nChanged 45
		SP:Iteration 58Q (74000.710000 sec): 3 clusters
  Score: Raw -1517638.810203 + Penalty 3099.353930 = -1514539.456273
  nChanged 44
		SP:Iteration 59Q (74000.950000 sec): 3 clusters
  Score: Raw -1517649.407589 + Penalty 3099.353930 = -1514550.053659
  nChanged 42
		SP:Iteration 60F (74001.190000 sec): 3 clusters
  Score: Raw -1517658.429759 + Penalty 3099.353930 = -1514559.075829
  nChanged 43
		SP:Iteration 61Q (74001.450000 sec): 3 clusters
  Score: Raw -1517667.886621 + Penalty 3099.353930 = -1514568.532691
  nChanged 37
		SP:Iteration 62Q (74001.730000 sec): 3 clusters
  Score: Raw -1517675.822302 + Penalty 3099.353930 = -1514576.468372
  nChanged 35
		SP:Iteration 63Q (74001.950000 sec): 3 clusters
  Score: Raw -1517682.796354 + Penalty 3099.353930 = -1514583.442424
  nChanged 41
		SP:Iteration 64Q (74002.200000 sec): 3 clusters
  Score: Raw -1517692.479808 + Penalty 3099.353930 = -1514593.125878
  nChanged 43
		SP:Iteration 65Q (74002.450000 sec): 3 clusters
  Score: Raw -1517701.513903 + Penalty 3099.353930 = -1514602.159973
  nChanged 45
		SP:Iteration 66Q (74002.680000 sec): 3 clusters
  Score: Raw -1517713.130320 + Penalty 3099.353930 = -1514613.776390
  nChanged 43
		SP:Iteration 67Q (74002.970000 sec): 3 clusters
  Score: Raw -1517725.222618 + Penalty 3099.353930 = -1514625.868688
  nChanged 47
		SP:Iteration 68Q (74003.210000 sec): 3 clusters
  Score: Raw -1517736.639017 + Penalty 3099.353930 = -1514637.285087
  nChanged 37
		SP:Iteration 69Q (74003.440000 sec): 3 clusters
  Score: Raw -1517745.922136 + Penalty 3099.353930 = -1514646.568206
  nChanged 44
		SP:Iteration 70Q (74003.690000 sec): 3 clusters
  Score: Raw -1517757.659535 + Penalty 3099.353930 = -1514658.305605
  nChanged 46
		SP:Iteration 71Q (74003.970000 sec): 3 clusters
  Score: Raw -1517768.761262 + Penalty 3099.353930 = -1514669.407332
  nChanged 40
		SP:Iteration 72Q (74004.170000 sec): 3 clusters
  Score: Raw -1517779.830396 + Penalty 3099.353930 = -1514680.476466
  nChanged 41
		SP:Iteration 73Q (74004.440000 sec): 3 clusters
  Score: Raw -1517792.265508 + Penalty 3099.353930 = -1514692.911578
  nChanged 57
		SP:Iteration 74Q (74004.690000 sec): 3 clusters
  Score: Raw -1517808.494411 + Penalty 3099.353930 = -1514709.140481
  nChanged 57
		SP:Iteration 75Q (74004.900000 sec): 3 clusters
  Score: Raw -1517824.185535 + Penalty 3099.353930 = -1514724.831605
  nChanged 45
		SP:Iteration 76Q (74005.130000 sec): 3 clusters
  Score: Raw -1517834.152576 + Penalty 3099.353930 = -1514734.798646
  nChanged 40
		SP:Iteration 77Q (74005.330000 sec): 3 clusters
  Score: Raw -1517846.249216 + Penalty 3099.353930 = -1514746.895286
  nChanged 50
		SP:Iteration 78Q (74005.580000 sec): 3 clusters
  Score: Raw -1517862.593689 + Penalty 3099.353930 = -1514763.239759
  nChanged 56
		SP:Iteration 79Q (74005.790000 sec): 3 clusters
  Score: Raw -1517882.051580 + Penalty 3099.353930 = -1514782.697650
  nChanged 42
		SP:Iteration 80F (74006.000000 sec): 3 clusters
  Score: Raw -1517896.704259 + Penalty 3099.353930 = -1514797.350329
  nChanged 41
		SP:Iteration 81Q (74006.220000 sec): 3 clusters
  Score: Raw -1517908.704091 + Penalty 3099.353930 = -1514809.350161
  nChanged 38
		SP:Iteration 82Q (74006.470000 sec): 3 clusters
  Score: Raw -1517922.648815 + Penalty 3099.353930 = -1514823.294885
  nChanged 45
		SP:Iteration 83Q (74006.750000 sec): 3 clusters
  Score: Raw -1517937.429076 + Penalty 3099.353930 = -1514838.075146
  nChanged 40
		SP:Iteration 84Q (74007.010000 sec): 3 clusters
  Score: Raw -1517954.827051 + Penalty 3099.353930 = -1514855.473121
  nChanged 41
		SP:Iteration 85Q (74007.240000 sec): 3 clusters
  Score: Raw -1517969.533070 + Penalty 3099.353930 = -1514870.179140
  nChanged 34
		SP:Iteration 86Q (74007.520000 sec): 3 clusters
  Score: Raw -1517979.790680 + Penalty 3099.353930 = -1514880.436750
  nChanged 27
		SP:Iteration 87Q (74007.780000 sec): 3 clusters
  Score: Raw -1517987.729293 + Penalty 3099.353930 = -1514888.375363
  nChanged 25
		SP:Iteration 88Q (74008.040000 sec): 3 clusters
  Score: Raw -1517995.460874 + Penalty 3099.353930 = -1514896.106944
  nChanged 28
		SP:Iteration 89Q (74008.260000 sec): 3 clusters
  Score: Raw -1518004.865847 + Penalty 3099.353930 = -1514905.511917
  nChanged 22
		SP:Iteration 90Q (74008.520000 sec): 3 clusters
  Score: Raw -1518012.827141 + Penalty 3099.353930 = -1514913.473211
  nChanged 17
		SP:Iteration 91Q (74008.770000 sec): 3 clusters
  Score: Raw -1518018.463904 + Penalty 3099.353930 = -1514919.109974
  nChanged 20
		SP:Iteration 92Q (74009.050000 sec): 3 clusters
  Score: Raw -1518025.073179 + Penalty 3099.353930 = -1514925.719249
  nChanged 20
		SP:Iteration 93Q (74009.300000 sec): 3 clusters
  Score: Raw -1518034.502222 + Penalty 3099.353930 = -1514935.148292
  nChanged 17
		SP:Iteration 94Q (74009.560000 sec): 3 clusters
  Score: Raw -1518039.557972 + Penalty 3099.353930 = -1514940.204042
  nChanged 7
		SP:Iteration 95Q (74009.830000 sec): 3 clusters
  Score: Raw -1518041.153925 + Penalty 3099.353930 = -1514941.799995
  nChanged 4
		SP:Iteration 96Q (74010.060000 sec): 3 clusters
  Score: Raw -1518042.548667 + Penalty 3099.353930 = -1514943.194737
  nChanged 2
		SP:Iteration 97Q (74010.310000 sec): 3 clusters
  Score: Raw -1518043.207549 + Penalty 3099.353930 = -1514943.853619
  nChanged 3
		SP:Iteration 98Q (74010.580000 sec): 3 clusters
  Score: Raw -1518043.767133 + Penalty 3099.353930 = -1514944.413203
  nChanged 1
		SP:Iteration 99Q (74010.870000 sec): 3 clusters
  Score: Raw -1518043.989442 + Penalty 3099.353930 = -1514944.635512
  nChanged 0
		SP:Iteration 100F (74011.070000 sec): 3 clusters
  Score: Raw -1518043.989442 + Penalty 3099.353930 = -1514944.635512
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (45767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74011.480000 sec): 2 clusters
  Score: Raw -5012571.879631 + Penalty 1743.839270 = -5010828.040361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74011.880000 sec): 3 clusters
  Score: Raw -4983855.811645 + Penalty 3487.678541 = -4980368.133105
  nChanged 21329
		SP:Iteration 1F (74012.260000 sec): 3 clusters
  Score: Raw -4996479.098033 + Penalty 3487.678541 = -4992991.419492
  nChanged 2531
		SP:Iteration 2F (74012.710000 sec): 3 clusters
  Score: Raw -4997613.163897 + Penalty 3487.678541 = -4994125.485357
  nChanged 2699
		SP:Iteration 3F (74013.070000 sec): 3 clusters
  Score: Raw -4999056.196499 + Penalty 3487.678541 = -4995568.517958
  nChanged 2827
		SP:Iteration 4F (74013.540000 sec): 3 clusters
  Score: Raw -5000735.791208 + Penalty 3487.678541 = -4997248.112668
  nChanged 2851
		SP:Iteration 5F (74013.960000 sec): 3 clusters
  Score: Raw -5002517.808637 + Penalty 3487.678541 = -4999030.130097
  nChanged 2683
		SP:Iteration 6F (74014.360000 sec): 3 clusters
  Score: Raw -5004332.790192 + Penalty 3487.678541 = -5000845.111651
  nChanged 2357
		SP:Iteration 7F (74014.760000 sec): 3 clusters
  Score: Raw -5006015.944889 + Penalty 3487.678541 = -5002528.266348
  nChanged 1962
		SP:Iteration 8Q (74015.160000 sec): 3 clusters
  Score: Raw -5007426.286891 + Penalty 3487.678541 = -5003938.608351
  nChanged 1579
		SP:Iteration 9Q (74015.680000 sec): 3 clusters
  Score: Raw -5008509.602490 + Penalty 3487.678541 = -5005021.923950
  nChanged 1279
		SP:Iteration 10Q (74016.150000 sec): 3 clusters
  Score: Raw -5009305.328995 + Penalty 3487.678541 = -5005817.650455
  nChanged 1010
		SP:Iteration 11Q (74016.610000 sec): 3 clusters
  Score: Raw -5009850.421491 + Penalty 3487.678541 = -5006362.742951
  nChanged 833
		SP:Iteration 12Q (74017.000000 sec): 3 clusters
  Score: Raw -5010276.410810 + Penalty 3487.678541 = -5006788.732270
  nChanged 720
		SP:Iteration 13Q (74017.470000 sec): 3 clusters
  Score: Raw -5010616.633741 + Penalty 3487.678541 = -5007128.955200
  nChanged 595
		SP:Iteration 14Q (74017.820000 sec): 3 clusters
  Score: Raw -5010892.107468 + Penalty 3487.678541 = -5007404.428928
  nChanged 561
		SP:Iteration 15Q (74018.250000 sec): 3 clusters
  Score: Raw -5011170.746812 + Penalty 3487.678541 = -5007683.068271
  nChanged 510
		SP:Iteration 16Q (74018.700000 sec): 3 clusters
  Score: Raw -5011458.025667 + Penalty 3487.678541 = -5007970.347126
  nChanged 465
		SP:Iteration 17Q (74019.110000 sec): 3 clusters
  Score: Raw -5011718.411369 + Penalty 3487.678541 = -5008230.732828
  nChanged 401
		SP:Iteration 18Q (74019.530000 sec): 3 clusters
  Score: Raw -5011942.374865 + Penalty 3487.678541 = -5008454.696324
  nChanged 347
		SP:Iteration 19Q (74019.970000 sec): 3 clusters
  Score: Raw -5012126.391564 + Penalty 3487.678541 = -5008638.713024
  nChanged 316
		SP:Iteration 20F (74020.340000 sec): 3 clusters
  Score: Raw -5012294.914847 + Penalty 3487.678541 = -5008807.236306
  nChanged 246
		SP:Iteration 21Q (74020.760000 sec): 3 clusters
  Score: Raw -5012427.290422 + Penalty 3487.678541 = -5008939.611881
  nChanged 195
		SP:Iteration 22Q (74021.250000 sec): 3 clusters
  Score: Raw -5012533.330397 + Penalty 3487.678541 = -5009045.651857
  nChanged 148
		SP:Iteration 23Q (74021.680000 sec): 3 clusters
  Score: Raw -5012609.634774 + Penalty 3487.678541 = -5009121.956233
  nChanged 118
		SP:Iteration 24Q (74022.110000 sec): 3 clusters
  Score: Raw -5012663.868438 + Penalty 3487.678541 = -5009176.189898
  nChanged 88
		SP:Iteration 25Q (74022.530000 sec): 3 clusters
  Score: Raw -5012702.233074 + Penalty 3487.678541 = -5009214.554533
  nChanged 77
		SP:Iteration 26Q (74022.940000 sec): 3 clusters
  Score: Raw -5012731.986585 + Penalty 3487.678541 = -5009244.308045
  nChanged 56
		SP:Iteration 27Q (74023.320000 sec): 3 clusters
  Score: Raw -5012755.499555 + Penalty 3487.678541 = -5009267.821014
  nChanged 48
		SP:Iteration 28Q (74023.670000 sec): 3 clusters
  Score: Raw -5012775.843356 + Penalty 3487.678541 = -5009288.164815
  nChanged 38
		SP:Iteration 29Q (74024.080000 sec): 3 clusters
  Score: Raw -5012792.987494 + Penalty 3487.678541 = -5009305.308953
  nChanged 31
		SP:Iteration 30Q (74024.510000 sec): 3 clusters
  Score: Raw -5012807.535601 + Penalty 3487.678541 = -5009319.857060
  nChanged 27
		SP:Iteration 31Q (74024.850000 sec): 3 clusters
  Score: Raw -5012820.002748 + Penalty 3487.678541 = -5009332.324207
  nChanged 31
		SP:Iteration 32Q (74025.270000 sec): 3 clusters
  Score: Raw -5012833.797632 + Penalty 3487.678541 = -5009346.119092
  nChanged 27
		SP:Iteration 33Q (74025.650000 sec): 3 clusters
  Score: Raw -5012846.446387 + Penalty 3487.678541 = -5009358.767847
  nChanged 24
		SP:Iteration 34Q (74026.070000 sec): 3 clusters
  Score: Raw -5012860.260123 + Penalty 3487.678541 = -5009372.581583
  nChanged 24
		SP:Iteration 35Q (74026.430000 sec): 3 clusters
  Score: Raw -5012872.845005 + Penalty 3487.678541 = -5009385.166465
  nChanged 24
		SP:Iteration 36Q (74026.830000 sec): 3 clusters
  Score: Raw -5012882.116480 + Penalty 3487.678541 = -5009394.437939
  nChanged 18
		SP:Iteration 37Q (74027.220000 sec): 3 clusters
  Score: Raw -5012889.371864 + Penalty 3487.678541 = -5009401.693324
  nChanged 24
		SP:Iteration 38Q (74027.590000 sec): 3 clusters
  Score: Raw -5012902.249939 + Penalty 3487.678541 = -5009414.571398
  nChanged 24
		SP:Iteration 39Q (74028.000000 sec): 3 clusters
  Score: Raw -5012913.865266 + Penalty 3487.678541 = -5009426.186725
  nChanged 21
		SP:Iteration 40F (74028.380000 sec): 3 clusters
  Score: Raw -5012925.036197 + Penalty 3487.678541 = -5009437.357657
  nChanged 19
		SP:Iteration 41Q (74028.770000 sec): 3 clusters
  Score: Raw -5012931.916407 + Penalty 3487.678541 = -5009444.237867
  nChanged 11
		SP:Iteration 42Q (74029.170000 sec): 3 clusters
  Score: Raw -5012935.130671 + Penalty 3487.678541 = -5009447.452131
  nChanged 11
		SP:Iteration 43Q (74029.560000 sec): 3 clusters
  Score: Raw -5012939.057172 + Penalty 3487.678541 = -5009451.378631
  nChanged 12
		SP:Iteration 44Q (74030.030000 sec): 3 clusters
  Score: Raw -5012943.731065 + Penalty 3487.678541 = -5009456.052524
  nChanged 7
		SP:Iteration 45Q (74030.410000 sec): 3 clusters
  Score: Raw -5012946.367343 + Penalty 3487.678541 = -5009458.688802
  nChanged 7
		SP:Iteration 46Q (74030.840000 sec): 3 clusters
  Score: Raw -5012948.316473 + Penalty 3487.678541 = -5009460.637933
  nChanged 4
		SP:Iteration 47Q (74031.200000 sec): 3 clusters
  Score: Raw -5012949.310227 + Penalty 3487.678541 = -5009461.631687
  nChanged 4
		SP:Iteration 48Q (74031.590000 sec): 3 clusters
  Score: Raw -5012951.473609 + Penalty 3487.678541 = -5009463.795068
  nChanged 6
		SP:Iteration 49Q (74032.010000 sec): 3 clusters
  Score: Raw -5012953.096702 + Penalty 3487.678541 = -5009465.418161
  nChanged 3
		SP:Iteration 50Q (74032.380000 sec): 3 clusters
  Score: Raw -5012953.947732 + Penalty 3487.678541 = -5009466.269192
  nChanged 0
		SP:Iteration 51F (74032.740000 sec): 3 clusters
  Score: Raw -5012953.947732 + Penalty 3487.678541 = -5009466.269192
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74033.650000 sec): 2 clusters
  Score: Raw -20047998.957380 + Penalty 1965.105080 = -20046033.852300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74034.610000 sec): 3 clusters
  Score: Raw -19929935.208433 + Penalty 3930.210160 = -19926004.998273
  nChanged 86642
		SP:Iteration 1F (74035.600000 sec): 3 clusters
  Score: Raw -19982619.754675 + Penalty 3930.210160 = -19978689.544515
  nChanged 7112
		SP:Iteration 2Q (74036.630000 sec): 3 clusters
  Score: Raw -19985051.320363 + Penalty 3930.210160 = -19981121.110203
  nChanged 7992
		SP:Iteration 3Q (74037.740000 sec): 3 clusters
  Score: Raw -19988225.111684 + Penalty 3930.210160 = -19984294.901524
  nChanged 8770
		SP:Iteration 4Q (74038.890000 sec): 3 clusters
  Score: Raw -19992209.695296 + Penalty 3930.210160 = -19988279.485136
  nChanged 9532
		SP:Iteration 5F (74039.950000 sec): 3 clusters
  Score: Raw -19997174.172604 + Penalty 3930.210160 = -19993243.962444
  nChanged 10194
		SP:Iteration 6F (74040.970000 sec): 3 clusters
  Score: Raw -20003014.207580 + Penalty 3930.210160 = -19999083.997420
  nChanged 10165
		SP:Iteration 7F (74042.060000 sec): 3 clusters
  Score: Raw -20009326.188717 + Penalty 3930.210160 = -20005395.978557
  nChanged 9747
		SP:Iteration 8F (74043.120000 sec): 3 clusters
  Score: Raw -20015592.359158 + Penalty 3930.210160 = -20011662.148998
  nChanged 8744
		SP:Iteration 9Q (74044.150000 sec): 3 clusters
  Score: Raw -20021170.954808 + Penalty 3930.210160 = -20017240.744648
  nChanged 7487
		SP:Iteration 10Q (74045.190000 sec): 3 clusters
  Score: Raw -20025846.784269 + Penalty 3930.210160 = -20021916.574109
  nChanged 6273
		SP:Iteration 11Q (74046.240000 sec): 3 clusters
  Score: Raw -20029504.655692 + Penalty 3930.210160 = -20025574.445532
  nChanged 5270
		SP:Iteration 12Q (74047.330000 sec): 3 clusters
  Score: Raw -20032456.491810 + Penalty 3930.210160 = -20028526.281650
  nChanged 4732
		SP:Iteration 13Q (74048.370000 sec): 3 clusters
  Score: Raw -20035122.163644 + Penalty 3930.210160 = -20031191.953484
  nChanged 4268
		SP:Iteration 14Q (74049.390000 sec): 3 clusters
  Score: Raw -20037567.291036 + Penalty 3930.210160 = -20033637.080876
  nChanged 3801
		SP:Iteration 15Q (74050.390000 sec): 3 clusters
  Score: Raw -20039839.558128 + Penalty 3930.210160 = -20035909.347968
  nChanged 3385
		SP:Iteration 16Q (74051.360000 sec): 3 clusters
  Score: Raw -20041903.321433 + Penalty 3930.210160 = -20037973.111273
  nChanged 2791
		SP:Iteration 17Q (74052.330000 sec): 3 clusters
  Score: Raw -20043628.212733 + Penalty 3930.210160 = -20039698.002573
  nChanged 2317
		SP:Iteration 18Q (74053.250000 sec): 3 clusters
  Score: Raw -20045071.759415 + Penalty 3930.210160 = -20041141.549255
  nChanged 1751
		SP:Iteration 19Q (74054.160000 sec): 3 clusters
  Score: Raw -20046155.903689 + Penalty 3930.210160 = -20042225.693529
  nChanged 1286
		SP:Iteration 20F (74055.100000 sec): 3 clusters
  Score: Raw -20046921.967983 + Penalty 3930.210160 = -20042991.757823
  nChanged 903
		SP:Iteration 21Q (74056.090000 sec): 3 clusters
  Score: Raw -20047434.155071 + Penalty 3930.210160 = -20043503.944912
  nChanged 586
		SP:Iteration 22Q (74057.010000 sec): 3 clusters
  Score: Raw -20047754.082817 + Penalty 3930.210160 = -20043823.872657
  nChanged 385
		SP:Iteration 23Q (74057.870000 sec): 3 clusters
  Score: Raw -20047952.834783 + Penalty 3930.210160 = -20044022.624624
  nChanged 284
		SP:Iteration 24Q (74058.770000 sec): 3 clusters
  Score: Raw -20048095.767630 + Penalty 3930.210160 = -20044165.557470
  nChanged 202
		SP:Iteration 25Q (74059.710000 sec): 3 clusters
  Score: Raw -20048193.632427 + Penalty 3930.210160 = -20044263.422267
  nChanged 143
		SP:Iteration 26Q (74060.670000 sec): 3 clusters
  Score: Raw -20048259.631042 + Penalty 3930.210160 = -20044329.420882
  nChanged 103
		SP:Iteration 27Q (74061.640000 sec): 3 clusters
  Score: Raw -20048308.226588 + Penalty 3930.210160 = -20044378.016428
  nChanged 86
		SP:Iteration 28Q (74062.590000 sec): 3 clusters
  Score: Raw -20048346.005543 + Penalty 3930.210160 = -20044415.795383
  nChanged 58
		SP:Iteration 29Q (74063.520000 sec): 3 clusters
  Score: Raw -20048371.515178 + Penalty 3930.210160 = -20044441.305018
  nChanged 45
		SP:Iteration 30Q (74064.390000 sec): 3 clusters
  Score: Raw -20048390.149379 + Penalty 3930.210160 = -20044459.939219
  nChanged 38
		SP:Iteration 31Q (74065.280000 sec): 3 clusters
  Score: Raw -20048405.912377 + Penalty 3930.210160 = -20044475.702217
  nChanged 36
		SP:Iteration 32Q (74066.180000 sec): 3 clusters
  Score: Raw -20048420.008374 + Penalty 3930.210160 = -20044489.798215
  nChanged 21
		SP:Iteration 33Q (74066.930000 sec): 3 clusters
  Score: Raw -20048425.983242 + Penalty 3930.210160 = -20044495.773082
  nChanged 16
		SP:Iteration 34Q (74067.900000 sec): 3 clusters
  Score: Raw -20048432.411210 + Penalty 3930.210160 = -20044502.201050
  nChanged 19
		SP:Iteration 35Q (74068.830000 sec): 3 clusters
  Score: Raw -20048441.714098 + Penalty 3930.210160 = -20044511.503938
  nChanged 23
		SP:Iteration 36Q (74069.700000 sec): 3 clusters
  Score: Raw -20048449.094010 + Penalty 3930.210160 = -20044518.883850
  nChanged 10
		SP:Iteration 37Q (74070.710000 sec): 3 clusters
  Score: Raw -20048451.853133 + Penalty 3930.210160 = -20044521.642973
  nChanged 7
		SP:Iteration 38Q (74071.600000 sec): 3 clusters
  Score: Raw -20048454.987958 + Penalty 3930.210160 = -20044524.777798
  nChanged 10
		SP:Iteration 39Q (74072.540000 sec): 3 clusters
  Score: Raw -20048460.615390 + Penalty 3930.210160 = -20044530.405230
  nChanged 9
		SP:Iteration 40F (74073.640000 sec): 3 clusters
  Score: Raw -20048464.174993 + Penalty 3930.210160 = -20044533.964833
  nChanged 8
		SP:Iteration 41Q (74074.580000 sec): 3 clusters
  Score: Raw -20048466.175689 + Penalty 3930.210160 = -20044535.965530
  nChanged 6
		SP:Iteration 42Q (74075.510000 sec): 3 clusters
  Score: Raw -20048467.972489 + Penalty 3930.210160 = -20044537.762329
  nChanged 7
		SP:Iteration 43Q (74076.470000 sec): 3 clusters
  Score: Raw -20048469.975393 + Penalty 3930.210160 = -20044539.765234
  nChanged 4
		SP:Iteration 44Q (74077.380000 sec): 3 clusters
  Score: Raw -20048471.091184 + Penalty 3930.210160 = -20044540.881024
  nChanged 3
		SP:Iteration 45Q (74078.290000 sec): 3 clusters
  Score: Raw -20048472.516121 + Penalty 3930.210160 = -20044542.305962
  nChanged 4
		SP:Iteration 46Q (74079.260000 sec): 3 clusters
  Score: Raw -20048474.091017 + Penalty 3930.210160 = -20044543.880858
  nChanged 2
		SP:Iteration 47Q (74080.220000 sec): 3 clusters
  Score: Raw -20048475.289283 + Penalty 3930.210160 = -20044545.079124
  nChanged 3
		SP:Iteration 48Q (74081.200000 sec): 3 clusters
  Score: Raw -20048476.411682 + Penalty 3930.210160 = -20044546.201522
  nChanged 5
		SP:Iteration 49Q (74082.150000 sec): 3 clusters
  Score: Raw -20048478.066537 + Penalty 3930.210160 = -20044547.856377
  nChanged 5
		SP:Iteration 50Q (74083.150000 sec): 3 clusters
  Score: Raw -20048478.793684 + Penalty 3930.210160 = -20044548.583524
  nChanged 1
		SP:Iteration 51Q (74084.220000 sec): 3 clusters
  Score: Raw -20048479.076346 + Penalty 3930.210160 = -20044548.866186
  nChanged 0
		SP:Iteration 52F (74085.300000 sec): 3 clusters
  Score: Raw -20048479.076346 + Penalty 3930.210160 = -20044548.866186
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74085.620000 sec): 2 clusters
  Score: Raw -2275825.801837 + Penalty 1629.830093 = -2274195.971744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74085.930000 sec): 3 clusters
  Score: Raw -2262139.823307 + Penalty 3259.660186 = -2258880.163121
  nChanged 10277
		SP:Iteration 1F (74086.230000 sec): 3 clusters
  Score: Raw -2268276.142531 + Penalty 3259.660186 = -2265016.482346
  nChanged 1485
		SP:Iteration 2F (74086.530000 sec): 3 clusters
  Score: Raw -2269165.160191 + Penalty 3259.660186 = -2265905.500005
  nChanged 1579
		SP:Iteration 3F (74086.840000 sec): 3 clusters
  Score: Raw -2270124.880779 + Penalty 3259.660186 = -2266865.220593
  nChanged 1581
		SP:Iteration 4F (74087.190000 sec): 3 clusters
  Score: Raw -2271122.307855 + Penalty 3259.660186 = -2267862.647669
  nChanged 1467
		SP:Iteration 5F (74087.510000 sec): 3 clusters
  Score: Raw -2272027.184744 + Penalty 3259.660186 = -2268767.524558
  nChanged 1323
		SP:Iteration 6F (74087.800000 sec): 3 clusters
  Score: Raw -2272791.048114 + Penalty 3259.660186 = -2269531.387928
  nChanged 1072
		SP:Iteration 7Q (74088.080000 sec): 3 clusters
  Score: Raw -2273386.325719 + Penalty 3259.660186 = -2270126.665533
  nChanged 894
		SP:Iteration 8Q (74088.460000 sec): 3 clusters
  Score: Raw -2273849.253307 + Penalty 3259.660186 = -2270589.593121
  nChanged 732
		SP:Iteration 9Q (74088.850000 sec): 3 clusters
  Score: Raw -2274217.999015 + Penalty 3259.660186 = -2270958.338829
  nChanged 593
		SP:Iteration 10Q (74089.190000 sec): 3 clusters
  Score: Raw -2274496.667517 + Penalty 3259.660186 = -2271237.007331
  nChanged 511
		SP:Iteration 11Q (74089.510000 sec): 3 clusters
  Score: Raw -2274702.046610 + Penalty 3259.660186 = -2271442.386424
  nChanged 441
		SP:Iteration 12Q (74089.820000 sec): 3 clusters
  Score: Raw -2274866.966227 + Penalty 3259.660186 = -2271607.306041
  nChanged 375
		SP:Iteration 13Q (74090.110000 sec): 3 clusters
  Score: Raw -2274982.124650 + Penalty 3259.660186 = -2271722.464464
  nChanged 298
		SP:Iteration 14Q (74090.440000 sec): 3 clusters
  Score: Raw -2275070.182145 + Penalty 3259.660186 = -2271810.521959
  nChanged 266
		SP:Iteration 15Q (74090.740000 sec): 3 clusters
  Score: Raw -2275147.695706 + Penalty 3259.660186 = -2271888.035521
  nChanged 233
		SP:Iteration 16Q (74091.010000 sec): 3 clusters
  Score: Raw -2275201.539850 + Penalty 3259.660186 = -2271941.879664
  nChanged 190
		SP:Iteration 17Q (74091.360000 sec): 3 clusters
  Score: Raw -2275238.132665 + Penalty 3259.660186 = -2271978.472479
  nChanged 181
		SP:Iteration 18Q (74091.650000 sec): 3 clusters
  Score: Raw -2275274.693454 + Penalty 3259.660186 = -2272015.033268
  nChanged 189
		SP:Iteration 19Q (74091.970000 sec): 3 clusters
  Score: Raw -2275321.272328 + Penalty 3259.660186 = -2272061.612142
  nChanged 174
		SP:Iteration 20F (74092.280000 sec): 3 clusters
  Score: Raw -2275360.703404 + Penalty 3259.660186 = -2272101.043218
  nChanged 160
		SP:Iteration 21Q (74092.600000 sec): 3 clusters
  Score: Raw -2275396.570594 + Penalty 3259.660186 = -2272136.910408
  nChanged 167
		SP:Iteration 22Q (74092.920000 sec): 3 clusters
  Score: Raw -2275438.366140 + Penalty 3259.660186 = -2272178.705954
  nChanged 169
		SP:Iteration 23Q (74093.250000 sec): 3 clusters
  Score: Raw -2275479.630926 + Penalty 3259.660186 = -2272219.970740
  nChanged 185
		SP:Iteration 24Q (74093.550000 sec): 3 clusters
  Score: Raw -2275523.673447 + Penalty 3259.660186 = -2272264.013261
  nChanged 166
		SP:Iteration 25Q (74093.880000 sec): 3 clusters
  Score: Raw -2275563.738673 + Penalty 3259.660186 = -2272304.078487
  nChanged 172
		SP:Iteration 26Q (74094.190000 sec): 3 clusters
  Score: Raw -2275606.903173 + Penalty 3259.660186 = -2272347.242987
  nChanged 180
		SP:Iteration 27Q (74094.510000 sec): 3 clusters
  Score: Raw -2275649.961504 + Penalty 3259.660186 = -2272390.301318
  nChanged 177
		SP:Iteration 28Q (74094.830000 sec): 3 clusters
  Score: Raw -2275689.607665 + Penalty 3259.660186 = -2272429.947479
  nChanged 175
		SP:Iteration 29Q (74095.130000 sec): 3 clusters
  Score: Raw -2275726.254788 + Penalty 3259.660186 = -2272466.594602
  nChanged 174
		SP:Iteration 30Q (74095.490000 sec): 3 clusters
  Score: Raw -2275766.675053 + Penalty 3259.660186 = -2272507.014867
  nChanged 174
		SP:Iteration 31Q (74095.850000 sec): 3 clusters
  Score: Raw -2275811.183235 + Penalty 3259.660186 = -2272551.523049
  nChanged 181
		SP:Iteration 32Q (74096.190000 sec): 3 clusters
  Score: Raw -2275855.490226 + Penalty 3259.660186 = -2272595.830040
  nChanged 182
		SP:Iteration 33Q (74096.450000 sec): 3 clusters
  Score: Raw -2275904.417413 + Penalty 3259.660186 = -2272644.757227
  nChanged 179
		SP:Iteration 34Q (74096.780000 sec): 3 clusters
  Score: Raw -2275950.472374 + Penalty 3259.660186 = -2272690.812188
  nChanged 178
		SP:Iteration 35Q (74097.080000 sec): 3 clusters
  Score: Raw -2276000.562513 + Penalty 3259.660186 = -2272740.902327
  nChanged 174
		SP:Iteration 36Q (74097.400000 sec): 3 clusters
  Score: Raw -2276049.314372 + Penalty 3259.660186 = -2272789.654186
  nChanged 162
		SP:Iteration 37Q (74097.700000 sec): 3 clusters
  Score: Raw -2276088.086423 + Penalty 3259.660186 = -2272828.426237
  nChanged 125
		SP:Iteration 38Q (74098.000000 sec): 3 clusters
  Score: Raw -2276123.504901 + Penalty 3259.660186 = -2272863.844715
  nChanged 147
		SP:Iteration 39Q (74098.320000 sec): 3 clusters
  Score: Raw -2276162.479878 + Penalty 3259.660186 = -2272902.819692
  nChanged 114
		SP:Iteration 40F (74098.690000 sec): 3 clusters
  Score: Raw -2276194.041826 + Penalty 3259.660186 = -2272934.381640
  nChanged 116
		SP:Iteration 41Q (74098.990000 sec): 3 clusters
  Score: Raw -2276228.631543 + Penalty 3259.660186 = -2272968.971357
  nChanged 117
		SP:Iteration 42Q (74099.350000 sec): 3 clusters
  Score: Raw -2276262.579691 + Penalty 3259.660186 = -2273002.919505
  nChanged 92
		SP:Iteration 43Q (74099.640000 sec): 3 clusters
  Score: Raw -2276287.212988 + Penalty 3259.660186 = -2273027.552802
  nChanged 90
		SP:Iteration 44Q (74100.020000 sec): 3 clusters
  Score: Raw -2276310.495815 + Penalty 3259.660186 = -2273050.835629
  nChanged 69
		SP:Iteration 45Q (74100.380000 sec): 3 clusters
  Score: Raw -2276327.861090 + Penalty 3259.660186 = -2273068.200904
  nChanged 69
		SP:Iteration 46Q (74100.680000 sec): 3 clusters
  Score: Raw -2276345.321948 + Penalty 3259.660186 = -2273085.661762
  nChanged 89
		SP:Iteration 47Q (74100.990000 sec): 3 clusters
  Score: Raw -2276368.651010 + Penalty 3259.660186 = -2273108.990824
  nChanged 72
		SP:Iteration 48Q (74101.300000 sec): 3 clusters
  Score: Raw -2276390.441884 + Penalty 3259.660186 = -2273130.781698
  nChanged 83
		SP:Iteration 49Q (74101.560000 sec): 3 clusters
  Score: Raw -2276411.652630 + Penalty 3259.660186 = -2273151.992444
  nChanged 79
		SP:Iteration 50Q (74101.900000 sec): 3 clusters
  Score: Raw -2276433.304099 + Penalty 3259.660186 = -2273173.643913
  nChanged 71
		SP:Iteration 51Q (74102.160000 sec): 3 clusters
  Score: Raw -2276449.702483 + Penalty 3259.660186 = -2273190.042297
  nChanged 59
		SP:Iteration 52Q (74102.440000 sec): 3 clusters
  Score: Raw -2276466.107326 + Penalty 3259.660186 = -2273206.447140
  nChanged 62
		SP:Iteration 53Q (74102.700000 sec): 3 clusters
  Score: Raw -2276483.073576 + Penalty 3259.660186 = -2273223.413390
  nChanged 61
		SP:Iteration 54Q (74103.020000 sec): 3 clusters
  Score: Raw -2276498.152613 + Penalty 3259.660186 = -2273238.492427
  nChanged 49
		SP:Iteration 55Q (74103.260000 sec): 3 clusters
  Score: Raw -2276511.654094 + Penalty 3259.660186 = -2273251.993908
  nChanged 43
		SP:Iteration 56Q (74103.610000 sec): 3 clusters
  Score: Raw -2276522.190338 + Penalty 3259.660186 = -2273262.530152
  nChanged 37
		SP:Iteration 57Q (74103.960000 sec): 3 clusters
  Score: Raw -2276530.553155 + Penalty 3259.660186 = -2273270.892969
  nChanged 30
		SP:Iteration 58Q (74104.280000 sec): 3 clusters
  Score: Raw -2276537.300575 + Penalty 3259.660186 = -2273277.640389
  nChanged 23
		SP:Iteration 59Q (74104.570000 sec): 3 clusters
  Score: Raw -2276543.125159 + Penalty 3259.660186 = -2273283.464973
  nChanged 25
		SP:Iteration 60F (74104.850000 sec): 3 clusters
  Score: Raw -2276549.727493 + Penalty 3259.660186 = -2273290.067307
  nChanged 29
		SP:Iteration 61Q (74105.190000 sec): 3 clusters
  Score: Raw -2276556.578728 + Penalty 3259.660186 = -2273296.918542
  nChanged 20
		SP:Iteration 62Q (74105.470000 sec): 3 clusters
  Score: Raw -2276560.205042 + Penalty 3259.660186 = -2273300.544856
  nChanged 17
		SP:Iteration 63Q (74105.750000 sec): 3 clusters
  Score: Raw -2276563.927910 + Penalty 3259.660186 = -2273304.267724
  nChanged 20
		SP:Iteration 64Q (74106.050000 sec): 3 clusters
  Score: Raw -2276569.280484 + Penalty 3259.660186 = -2273309.620298
  nChanged 15
		SP:Iteration 65Q (74106.360000 sec): 3 clusters
  Score: Raw -2276572.596866 + Penalty 3259.660186 = -2273312.936680
  nChanged 9
		SP:Iteration 66Q (74106.680000 sec): 3 clusters
  Score: Raw -2276574.310945 + Penalty 3259.660186 = -2273314.650759
  nChanged 11
		SP:Iteration 67Q (74107.010000 sec): 3 clusters
  Score: Raw -2276576.430902 + Penalty 3259.660186 = -2273316.770716
  nChanged 12
		SP:Iteration 68Q (74107.270000 sec): 3 clusters
  Score: Raw -2276579.170098 + Penalty 3259.660186 = -2273319.509912
  nChanged 13
		SP:Iteration 69Q (74107.560000 sec): 3 clusters
  Score: Raw -2276582.011115 + Penalty 3259.660186 = -2273322.350929
  nChanged 11
		SP:Iteration 70Q (74107.850000 sec): 3 clusters
  Score: Raw -2276584.089579 + Penalty 3259.660186 = -2273324.429393
  nChanged 8
		SP:Iteration 71Q (74108.130000 sec): 3 clusters
  Score: Raw -2276585.908802 + Penalty 3259.660186 = -2273326.248616
  nChanged 9
		SP:Iteration 72Q (74108.450000 sec): 3 clusters
  Score: Raw -2276587.369627 + Penalty 3259.660186 = -2273327.709441
  nChanged 8
		SP:Iteration 73Q (74108.720000 sec): 3 clusters
  Score: Raw -2276588.918630 + Penalty 3259.660186 = -2273329.258444
  nChanged 9
		SP:Iteration 74Q (74109.000000 sec): 3 clusters
  Score: Raw -2276590.797201 + Penalty 3259.660186 = -2273331.137015
  nChanged 3
		SP:Iteration 75Q (74109.380000 sec): 3 clusters
  Score: Raw -2276591.246053 + Penalty 3259.660186 = -2273331.585867
  nChanged 1
		SP:Iteration 76Q (74109.710000 sec): 3 clusters
  Score: Raw -2276591.392893 + Penalty 3259.660186 = -2273331.732707
  nChanged 0
		SP:Iteration 77F (74110.050000 sec): 3 clusters
  Score: Raw -2276591.392893 + Penalty 3259.660186 = -2273331.732707
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74110.180000 sec): 2 clusters
  Score: Raw -1049689.421052 + Penalty 1472.171591 = -1048217.249461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74110.440000 sec): 3 clusters
  Score: Raw -1044914.873865 + Penalty 2944.343182 = -1041970.530684
  nChanged 3685
		SP:Iteration 1F (74110.690000 sec): 3 clusters
  Score: Raw -1046928.914040 + Penalty 2944.343182 = -1043984.570858
  nChanged 551
		SP:Iteration 2F (74110.960000 sec): 3 clusters
  Score: Raw -1047207.651513 + Penalty 2944.343182 = -1044263.308331
  nChanged 450
		SP:Iteration 3F (74111.190000 sec): 3 clusters
  Score: Raw -1047454.758984 + Penalty 2944.343182 = -1044510.415803
  nChanged 444
		SP:Iteration 4F (74111.370000 sec): 3 clusters
  Score: Raw -1047708.641701 + Penalty 2944.343182 = -1044764.298519
  nChanged 388
		SP:Iteration 5Q (74111.630000 sec): 3 clusters
  Score: Raw -1047905.134655 + Penalty 2944.343182 = -1044960.791473
  nChanged 347
		SP:Iteration 6Q (74111.870000 sec): 3 clusters
  Score: Raw -1048065.559700 + Penalty 2944.343182 = -1045121.216518
  nChanged 295
		SP:Iteration 7Q (74112.080000 sec): 3 clusters
  Score: Raw -1048203.205756 + Penalty 2944.343182 = -1045258.862574
  nChanged 298
		SP:Iteration 8Q (74112.310000 sec): 3 clusters
  Score: Raw -1048341.786099 + Penalty 2944.343182 = -1045397.442917
  nChanged 266
		SP:Iteration 9Q (74112.520000 sec): 3 clusters
  Score: Raw -1048466.540332 + Penalty 2944.343182 = -1045522.197150
  nChanged 264
		SP:Iteration 10Q (74112.760000 sec): 3 clusters
  Score: Raw -1048573.605935 + Penalty 2944.343182 = -1045629.262753
  nChanged 215
		SP:Iteration 11Q (74112.980000 sec): 3 clusters
  Score: Raw -1048654.223038 + Penalty 2944.343182 = -1045709.879856
  nChanged 193
		SP:Iteration 12Q (74113.200000 sec): 3 clusters
  Score: Raw -1048724.946746 + Penalty 2944.343182 = -1045780.603565
  nChanged 160
		SP:Iteration 13Q (74113.480000 sec): 3 clusters
  Score: Raw -1048786.641967 + Penalty 2944.343182 = -1045842.298785
  nChanged 155
		SP:Iteration 14Q (74113.730000 sec): 3 clusters
  Score: Raw -1048850.343427 + Penalty 2944.343182 = -1045906.000245
  nChanged 160
		SP:Iteration 15Q (74113.960000 sec): 3 clusters
  Score: Raw -1048913.305155 + Penalty 2944.343182 = -1045968.961973
  nChanged 142
		SP:Iteration 16Q (74114.200000 sec): 3 clusters
  Score: Raw -1048976.898963 + Penalty 2944.343182 = -1046032.555782
  nChanged 150
		SP:Iteration 17Q (74114.430000 sec): 3 clusters
  Score: Raw -1049033.496467 + Penalty 2944.343182 = -1046089.153286
  nChanged 112
		SP:Iteration 18Q (74114.670000 sec): 3 clusters
  Score: Raw -1049074.628790 + Penalty 2944.343182 = -1046130.285609
  nChanged 128
		SP:Iteration 19Q (74114.930000 sec): 3 clusters
  Score: Raw -1049128.438387 + Penalty 2944.343182 = -1046184.095206
  nChanged 115
		SP:Iteration 20F (74115.190000 sec): 3 clusters
  Score: Raw -1049180.203325 + Penalty 2944.343182 = -1046235.860144
  nChanged 111
		SP:Iteration 21Q (74115.430000 sec): 3 clusters
  Score: Raw -1049221.980759 + Penalty 2944.343182 = -1046277.637578
  nChanged 99
		SP:Iteration 22Q (74115.670000 sec): 3 clusters
  Score: Raw -1049257.546280 + Penalty 2944.343182 = -1046313.203098
  nChanged 89
		SP:Iteration 23Q (74115.870000 sec): 3 clusters
  Score: Raw -1049284.819324 + Penalty 2944.343182 = -1046340.476142
  nChanged 73
		SP:Iteration 24Q (74116.100000 sec): 3 clusters
  Score: Raw -1049306.264397 + Penalty 2944.343182 = -1046361.921215
  nChanged 80
		SP:Iteration 25Q (74116.290000 sec): 3 clusters
  Score: Raw -1049332.166428 + Penalty 2944.343182 = -1046387.823247
  nChanged 85
		SP:Iteration 26Q (74116.490000 sec): 3 clusters
  Score: Raw -1049357.824543 + Penalty 2944.343182 = -1046413.481361
  nChanged 75
		SP:Iteration 27Q (74116.710000 sec): 3 clusters
  Score: Raw -1049382.730499 + Penalty 2944.343182 = -1046438.387318
  nChanged 76
		SP:Iteration 28Q (74116.930000 sec): 3 clusters
  Score: Raw -1049407.923946 + Penalty 2944.343182 = -1046463.580764
  nChanged 76
		SP:Iteration 29Q (74117.180000 sec): 3 clusters
  Score: Raw -1049428.904024 + Penalty 2944.343182 = -1046484.560842
  nChanged 62
		SP:Iteration 30Q (74117.370000 sec): 3 clusters
  Score: Raw -1049445.638822 + Penalty 2944.343182 = -1046501.295640
  nChanged 62
		SP:Iteration 31Q (74117.620000 sec): 3 clusters
  Score: Raw -1049464.894141 + Penalty 2944.343182 = -1046520.550959
  nChanged 59
		SP:Iteration 32Q (74117.840000 sec): 3 clusters
  Score: Raw -1049486.231255 + Penalty 2944.343182 = -1046541.888073
  nChanged 80
		SP:Iteration 33Q (74118.110000 sec): 3 clusters
  Score: Raw -1049508.486770 + Penalty 2944.343182 = -1046564.143588
  nChanged 66
		SP:Iteration 34Q (74118.400000 sec): 3 clusters
  Score: Raw -1049527.397825 + Penalty 2944.343182 = -1046583.054644
  nChanged 65
		SP:Iteration 35Q (74118.640000 sec): 3 clusters
  Score: Raw -1049548.077432 + Penalty 2944.343182 = -1046603.734250
  nChanged 75
		SP:Iteration 36Q (74118.890000 sec): 3 clusters
  Score: Raw -1049568.144688 + Penalty 2944.343182 = -1046623.801506
  nChanged 51
		SP:Iteration 37Q (74119.180000 sec): 3 clusters
  Score: Raw -1049581.066664 + Penalty 2944.343182 = -1046636.723483
  nChanged 43
		SP:Iteration 38Q (74119.370000 sec): 3 clusters
  Score: Raw -1049591.932913 + Penalty 2944.343182 = -1046647.589731
  nChanged 37
		SP:Iteration 39Q (74119.600000 sec): 3 clusters
  Score: Raw -1049600.931420 + Penalty 2944.343182 = -1046656.588239
  nChanged 47
		SP:Iteration 40F (74119.810000 sec): 3 clusters
  Score: Raw -1049615.681856 + Penalty 2944.343182 = -1046671.338674
  nChanged 52
		SP:Iteration 41Q (74120.030000 sec): 3 clusters
  Score: Raw -1049631.410303 + Penalty 2944.343182 = -1046687.067121
  nChanged 58
		SP:Iteration 42Q (74120.230000 sec): 3 clusters
  Score: Raw -1049648.547007 + Penalty 2944.343182 = -1046704.203825
  nChanged 51
		SP:Iteration 43Q (74120.470000 sec): 3 clusters
  Score: Raw -1049661.723235 + Penalty 2944.343182 = -1046717.380054
  nChanged 41
		SP:Iteration 44Q (74120.690000 sec): 3 clusters
  Score: Raw -1049670.012377 + Penalty 2944.343182 = -1046725.669195
  nChanged 36
		SP:Iteration 45Q (74120.890000 sec): 3 clusters
  Score: Raw -1049677.360801 + Penalty 2944.343182 = -1046733.017619
  nChanged 26
		SP:Iteration 46Q (74121.140000 sec): 3 clusters
  Score: Raw -1049681.516577 + Penalty 2944.343182 = -1046737.173395
  nChanged 21
		SP:Iteration 47Q (74121.350000 sec): 3 clusters
  Score: Raw -1049685.081639 + Penalty 2944.343182 = -1046740.738458
  nChanged 15
		SP:Iteration 48Q (74121.570000 sec): 3 clusters
  Score: Raw -1049687.750075 + Penalty 2944.343182 = -1046743.406893
  nChanged 17
		SP:Iteration 49Q (74121.780000 sec): 3 clusters
  Score: Raw -1049690.798309 + Penalty 2944.343182 = -1046746.455127
  nChanged 19
		SP:Iteration 50Q (74122.020000 sec): 3 clusters
  Score: Raw -1049694.498153 + Penalty 2944.343182 = -1046750.154971
  nChanged 23
		SP:Iteration 51Q (74122.230000 sec): 3 clusters
  Score: Raw -1049698.470032 + Penalty 2944.343182 = -1046754.126851
  nChanged 21
		SP:Iteration 52Q (74122.450000 sec): 3 clusters
  Score: Raw -1049701.602213 + Penalty 2944.343182 = -1046757.259032
  nChanged 14
		SP:Iteration 53Q (74122.640000 sec): 3 clusters
  Score: Raw -1049703.721751 + Penalty 2944.343182 = -1046759.378569
  nChanged 11
		SP:Iteration 54Q (74122.850000 sec): 3 clusters
  Score: Raw -1049705.298338 + Penalty 2944.343182 = -1046760.955156
  nChanged 7
		SP:Iteration 55Q (74123.040000 sec): 3 clusters
  Score: Raw -1049706.484183 + Penalty 2944.343182 = -1046762.141001
  nChanged 7
		SP:Iteration 56Q (74123.300000 sec): 3 clusters
  Score: Raw -1049707.160076 + Penalty 2944.343182 = -1046762.816894
  nChanged 3
		SP:Iteration 57Q (74123.490000 sec): 3 clusters
  Score: Raw -1049707.497265 + Penalty 2944.343182 = -1046763.154084
  nChanged 2
		SP:Iteration 58Q (74123.710000 sec): 3 clusters
  Score: Raw -1049707.623424 + Penalty 2944.343182 = -1046763.280243
  nChanged 1
		SP:Iteration 59Q (74123.950000 sec): 3 clusters
  Score: Raw -1049707.656961 + Penalty 2944.343182 = -1046763.313779
  nChanged 1
		SP:Iteration 60F (74124.190000 sec): 3 clusters
  Score: Raw -1049707.784837 + Penalty 2944.343182 = -1046763.441655
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74124.390000 sec): 2 clusters
  Score: Raw -2767463.802768 + Penalty 1640.359671 = -2765823.443097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74124.710000 sec): 3 clusters
  Score: Raw -2752769.635161 + Penalty 3280.719341 = -2749488.915820
  nChanged 10957
		SP:Iteration 1F (74125.020000 sec): 3 clusters
  Score: Raw -2758577.314750 + Penalty 3280.719341 = -2755296.595408
  nChanged 1090
		SP:Iteration 2Q (74125.410000 sec): 3 clusters
  Score: Raw -2758939.240005 + Penalty 3280.719341 = -2755658.520664
  nChanged 1083
		SP:Iteration 3Q (74125.710000 sec): 3 clusters
  Score: Raw -2759304.064071 + Penalty 3280.719341 = -2756023.344730
  nChanged 996
		SP:Iteration 4Q (74126.030000 sec): 3 clusters
  Score: Raw -2759664.818239 + Penalty 3280.719341 = -2756384.098898
  nChanged 1006
		SP:Iteration 5Q (74126.280000 sec): 3 clusters
  Score: Raw -2760008.721345 + Penalty 3280.719341 = -2756728.002004
  nChanged 994
		SP:Iteration 6Q (74126.580000 sec): 3 clusters
  Score: Raw -2760394.291529 + Penalty 3280.719341 = -2757113.572188
  nChanged 1012
		SP:Iteration 7Q (74126.850000 sec): 3 clusters
  Score: Raw -2760848.102359 + Penalty 3280.719341 = -2757567.383018
  nChanged 1082
		SP:Iteration 8Q (74127.150000 sec): 3 clusters
  Score: Raw -2761378.496041 + Penalty 3280.719341 = -2758097.776700
  nChanged 1097
		SP:Iteration 9Q (74127.450000 sec): 3 clusters
  Score: Raw -2761986.034753 + Penalty 3280.719341 = -2758705.315412
  nChanged 1166
		SP:Iteration 10Q (74127.800000 sec): 3 clusters
  Score: Raw -2762654.860174 + Penalty 3280.719341 = -2759374.140833
  nChanged 1068
		SP:Iteration 11Q (74128.090000 sec): 3 clusters
  Score: Raw -2763328.893684 + Penalty 3280.719341 = -2760048.174343
  nChanged 1021
		SP:Iteration 12Q (74128.390000 sec): 3 clusters
  Score: Raw -2764018.075387 + Penalty 3280.719341 = -2760737.356046
  nChanged 878
		SP:Iteration 13Q (74128.650000 sec): 3 clusters
  Score: Raw -2764544.629703 + Penalty 3280.719341 = -2761263.910361
  nChanged 722
		SP:Iteration 14Q (74128.980000 sec): 3 clusters
  Score: Raw -2764931.886403 + Penalty 3280.719341 = -2761651.167062
  nChanged 613
		SP:Iteration 15Q (74129.320000 sec): 3 clusters
  Score: Raw -2765258.687817 + Penalty 3280.719341 = -2761977.968476
  nChanged 540
		SP:Iteration 16Q (74129.600000 sec): 3 clusters
  Score: Raw -2765554.807680 + Penalty 3280.719341 = -2762274.088339
  nChanged 504
		SP:Iteration 17Q (74129.910000 sec): 3 clusters
  Score: Raw -2765841.440943 + Penalty 3280.719341 = -2762560.721602
  nChanged 474
		SP:Iteration 18Q (74130.210000 sec): 3 clusters
  Score: Raw -2766124.348542 + Penalty 3280.719341 = -2762843.629201
  nChanged 434
		SP:Iteration 19Q (74130.490000 sec): 3 clusters
  Score: Raw -2766385.581749 + Penalty 3280.719341 = -2763104.862407
  nChanged 411
		SP:Iteration 20F (74130.750000 sec): 3 clusters
  Score: Raw -2766643.478974 + Penalty 3280.719341 = -2763362.759633
  nChanged 358
		SP:Iteration 21Q (74131.100000 sec): 3 clusters
  Score: Raw -2766873.415706 + Penalty 3280.719341 = -2763592.696365
  nChanged 314
		SP:Iteration 22Q (74131.410000 sec): 3 clusters
  Score: Raw -2767064.343042 + Penalty 3280.719341 = -2763783.623701
  nChanged 213
		SP:Iteration 23Q (74131.660000 sec): 3 clusters
  Score: Raw -2767193.201955 + Penalty 3280.719341 = -2763912.482614
  nChanged 180
		SP:Iteration 24Q (74131.990000 sec): 3 clusters
  Score: Raw -2767294.457075 + Penalty 3280.719341 = -2764013.737734
  nChanged 151
		SP:Iteration 25Q (74132.290000 sec): 3 clusters
  Score: Raw -2767391.589986 + Penalty 3280.719341 = -2764110.870645
  nChanged 128
		SP:Iteration 26Q (74132.570000 sec): 3 clusters
  Score: Raw -2767469.772957 + Penalty 3280.719341 = -2764189.053616
  nChanged 105
		SP:Iteration 27Q (74132.880000 sec): 3 clusters
  Score: Raw -2767532.850845 + Penalty 3280.719341 = -2764252.131504
  nChanged 86
		SP:Iteration 28Q (74133.230000 sec): 3 clusters
  Score: Raw -2767585.383285 + Penalty 3280.719341 = -2764304.663944
  nChanged 67
		SP:Iteration 29Q (74133.510000 sec): 3 clusters
  Score: Raw -2767624.577395 + Penalty 3280.719341 = -2764343.858053
  nChanged 58
		SP:Iteration 30Q (74133.860000 sec): 3 clusters
  Score: Raw -2767653.247405 + Penalty 3280.719341 = -2764372.528064
  nChanged 46
		SP:Iteration 31Q (74134.090000 sec): 3 clusters
  Score: Raw -2767681.020587 + Penalty 3280.719341 = -2764400.301246
  nChanged 42
		SP:Iteration 32Q (74134.420000 sec): 3 clusters
  Score: Raw -2767705.587145 + Penalty 3280.719341 = -2764424.867803
  nChanged 34
		SP:Iteration 33Q (74134.710000 sec): 3 clusters
  Score: Raw -2767725.807376 + Penalty 3280.719341 = -2764445.088034
  nChanged 24
		SP:Iteration 34Q (74134.980000 sec): 3 clusters
  Score: Raw -2767736.603613 + Penalty 3280.719341 = -2764455.884271
  nChanged 21
		SP:Iteration 35Q (74135.320000 sec): 3 clusters
  Score: Raw -2767743.767540 + Penalty 3280.719341 = -2764463.048198
  nChanged 8
		SP:Iteration 36Q (74135.570000 sec): 3 clusters
  Score: Raw -2767747.257411 + Penalty 3280.719341 = -2764466.538070
  nChanged 6
		SP:Iteration 37Q (74135.860000 sec): 3 clusters
  Score: Raw -2767749.368877 + Penalty 3280.719341 = -2764468.649536
  nChanged 7
		SP:Iteration 38Q (74136.170000 sec): 3 clusters
  Score: Raw -2767751.386017 + Penalty 3280.719341 = -2764470.666676
  nChanged 5
		SP:Iteration 39Q (74136.500000 sec): 3 clusters
  Score: Raw -2767753.372408 + Penalty 3280.719341 = -2764472.653067
  nChanged 3
		SP:Iteration 40F (74136.850000 sec): 3 clusters
  Score: Raw -2767758.880948 + Penalty 3280.719341 = -2764478.161606
  nChanged 8
		SP:Iteration 41Q (74137.160000 sec): 3 clusters
  Score: Raw -2767764.169918 + Penalty 3280.719341 = -2764483.450576
  nChanged 12
		SP:Iteration 42Q (74137.500000 sec): 3 clusters
  Score: Raw -2767769.336785 + Penalty 3280.719341 = -2764488.617444
  nChanged 8
		SP:Iteration 43Q (74137.830000 sec): 3 clusters
  Score: Raw -2767772.369811 + Penalty 3280.719341 = -2764491.650470
  nChanged 3
		SP:Iteration 44Q (74138.140000 sec): 3 clusters
  Score: Raw -2767773.706237 + Penalty 3280.719341 = -2764492.986895
  nChanged 4
		SP:Iteration 45Q (74138.430000 sec): 3 clusters
  Score: Raw -2767775.435560 + Penalty 3280.719341 = -2764494.716218
  nChanged 4
		SP:Iteration 46Q (74138.710000 sec): 3 clusters
  Score: Raw -2767776.507712 + Penalty 3280.719341 = -2764495.788371
  nChanged 2
		SP:Iteration 47Q (74139.000000 sec): 3 clusters
  Score: Raw -2767776.993381 + Penalty 3280.719341 = -2764496.274040
  nChanged 3
		SP:Iteration 48Q (74139.310000 sec): 3 clusters
  Score: Raw -2767779.215638 + Penalty 3280.719341 = -2764498.496297
  nChanged 6
		SP:Iteration 49Q (74139.610000 sec): 3 clusters
  Score: Raw -2767781.100613 + Penalty 3280.719341 = -2764500.381272
  nChanged 7
		SP:Iteration 50Q (74139.920000 sec): 3 clusters
  Score: Raw -2767784.453809 + Penalty 3280.719341 = -2764503.734468
  nChanged 10
		SP:Iteration 51Q (74140.180000 sec): 3 clusters
  Score: Raw -2767788.717110 + Penalty 3280.719341 = -2764507.997768
  nChanged 9
		SP:Iteration 52Q (74140.430000 sec): 3 clusters
  Score: Raw -2767792.341053 + Penalty 3280.719341 = -2764511.621712
  nChanged 14
		SP:Iteration 53Q (74140.680000 sec): 3 clusters
  Score: Raw -2767799.055297 + Penalty 3280.719341 = -2764518.335956
  nChanged 13
		SP:Iteration 54Q (74140.990000 sec): 3 clusters
  Score: Raw -2767805.026787 + Penalty 3280.719341 = -2764524.307446
  nChanged 13
		SP:Iteration 55Q (74141.300000 sec): 3 clusters
  Score: Raw -2767812.593095 + Penalty 3280.719341 = -2764531.873754
  nChanged 16
		SP:Iteration 56Q (74141.600000 sec): 3 clusters
  Score: Raw -2767820.849234 + Penalty 3280.719341 = -2764540.129893
  nChanged 11
		SP:Iteration 57Q (74141.880000 sec): 3 clusters
  Score: Raw -2767826.425746 + Penalty 3280.719341 = -2764545.706404
  nChanged 8
		SP:Iteration 58Q (74142.180000 sec): 3 clusters
  Score: Raw -2767828.617087 + Penalty 3280.719341 = -2764547.897746
  nChanged 6
		SP:Iteration 59Q (74142.490000 sec): 3 clusters
  Score: Raw -2767830.132607 + Penalty 3280.719341 = -2764549.413266
  nChanged 3
		SP:Iteration 60F (74142.800000 sec): 3 clusters
  Score: Raw -2767831.212655 + Penalty 3280.719341 = -2764550.493313
  nChanged 2
		SP:Iteration 61Q (74143.090000 sec): 3 clusters
  Score: Raw -2767831.657232 + Penalty 3280.719341 = -2764550.937891
  nChanged 0
		SP:Iteration 62F (74143.380000 sec): 3 clusters
  Score: Raw -2767831.657232 + Penalty 3280.719341 = -2764550.937891
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74143.520000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74143.680000 sec): 3 clusters
  Score: Raw -55183.987545 + Penalty 1996.860331 = -53187.127214
  nChanged 95
		SP:Iteration 1F (74143.860000 sec): 3 clusters
  Score: Raw -55359.645707 + Penalty 1996.860331 = -53362.785375
  nChanged 34
		SP:Iteration 2F (74144.100000 sec): 3 clusters
  Score: Raw -55434.423596 + Penalty 1996.860331 = -53437.563265
  nChanged 14
		SP:Iteration 3Q (74144.290000 sec): 3 clusters
  Score: Raw -55464.134412 + Penalty 1996.860331 = -53467.274081
  nChanged 12
		SP:Iteration 4Q (74144.450000 sec): 3 clusters
  Score: Raw -55483.526633 + Penalty 1996.860331 = -53486.666302
  nChanged 8
		SP:Iteration 5Q (74144.670000 sec): 3 clusters
  Score: Raw -55501.170782 + Penalty 1996.860331 = -53504.310451
  nChanged 5
		SP:Iteration 6Q (74144.870000 sec): 3 clusters
  Score: Raw -55510.829226 + Penalty 1996.860331 = -53513.968895
  nChanged 4
		SP:Iteration 7Q (74145.060000 sec): 3 clusters
  Score: Raw -55520.834207 + Penalty 1996.860331 = -53523.973876
  nChanged 6
		SP:Iteration 8Q (74145.240000 sec): 3 clusters
  Score: Raw -55528.072895 + Penalty 1996.860331 = -53531.212564
  nChanged 2
		SP:Iteration 9Q (74145.380000 sec): 3 clusters
  Score: Raw -55534.201349 + Penalty 1996.860331 = -53537.341018
  nChanged 0
		SP:Iteration 10F (74145.530000 sec): 3 clusters
  Score: Raw -55534.201349 + Penalty 1996.860331 = -53537.341018
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74145.770000 sec): 2 clusters
  Score: Raw -3146884.084156 + Penalty 1659.599319 = -3145224.484837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74146.120000 sec): 3 clusters
  Score: Raw -3130119.395930 + Penalty 3319.198638 = -3126800.197292
  nChanged 12380
		SP:Iteration 1F (74146.490000 sec): 3 clusters
  Score: Raw -3136949.204914 + Penalty 3319.198638 = -3133630.006277
  nChanged 1220
		SP:Iteration 2Q (74146.810000 sec): 3 clusters
  Score: Raw -3137287.221845 + Penalty 3319.198638 = -3133968.023207
  nChanged 1047
		SP:Iteration 3Q (74147.140000 sec): 3 clusters
  Score: Raw -3137590.826140 + Penalty 3319.198638 = -3134271.627503
  nChanged 1002
		SP:Iteration 4Q (74147.500000 sec): 3 clusters
  Score: Raw -3137896.497020 + Penalty 3319.198638 = -3134577.298382
  nChanged 1005
		SP:Iteration 5Q (74147.840000 sec): 3 clusters
  Score: Raw -3138225.413519 + Penalty 3319.198638 = -3134906.214881
  nChanged 1034
		SP:Iteration 6Q (74148.160000 sec): 3 clusters
  Score: Raw -3138562.032016 + Penalty 3319.198638 = -3135242.833378
  nChanged 1037
		SP:Iteration 7Q (74148.550000 sec): 3 clusters
  Score: Raw -3138934.187117 + Penalty 3319.198638 = -3135614.988479
  nChanged 1131
		SP:Iteration 8Q (74148.900000 sec): 3 clusters
  Score: Raw -3139376.443029 + Penalty 3319.198638 = -3136057.244391
  nChanged 1226
		SP:Iteration 9Q (74149.230000 sec): 3 clusters
  Score: Raw -3139930.450134 + Penalty 3319.198638 = -3136611.251496
  nChanged 1274
		SP:Iteration 10Q (74149.560000 sec): 3 clusters
  Score: Raw -3140542.556455 + Penalty 3319.198638 = -3137223.357817
  nChanged 1308
		SP:Iteration 11Q (74149.910000 sec): 3 clusters
  Score: Raw -3141254.337660 + Penalty 3319.198638 = -3137935.139022
  nChanged 1336
		SP:Iteration 12Q (74150.220000 sec): 3 clusters
  Score: Raw -3142042.184133 + Penalty 3319.198638 = -3138722.985495
  nChanged 1285
		SP:Iteration 13Q (74150.540000 sec): 3 clusters
  Score: Raw -3142938.115854 + Penalty 3319.198638 = -3139618.917216
  nChanged 1104
		SP:Iteration 14Q (74150.910000 sec): 3 clusters
  Score: Raw -3143682.296432 + Penalty 3319.198638 = -3140363.097794
  nChanged 922
		SP:Iteration 15Q (74151.220000 sec): 3 clusters
  Score: Raw -3144265.628371 + Penalty 3319.198638 = -3140946.429733
  nChanged 786
		SP:Iteration 16Q (74151.560000 sec): 3 clusters
  Score: Raw -3144722.323587 + Penalty 3319.198638 = -3141403.124949
  nChanged 597
		SP:Iteration 17Q (74151.880000 sec): 3 clusters
  Score: Raw -3145049.987068 + Penalty 3319.198638 = -3141730.788430
  nChanged 519
		SP:Iteration 18Q (74152.180000 sec): 3 clusters
  Score: Raw -3145330.942953 + Penalty 3319.198638 = -3142011.744315
  nChanged 473
		SP:Iteration 19Q (74152.510000 sec): 3 clusters
  Score: Raw -3145585.560167 + Penalty 3319.198638 = -3142266.361529
  nChanged 420
		SP:Iteration 20F (74152.830000 sec): 3 clusters
  Score: Raw -3145813.464901 + Penalty 3319.198638 = -3142494.266264
  nChanged 371
		SP:Iteration 21Q (74153.140000 sec): 3 clusters
  Score: Raw -3146017.378079 + Penalty 3319.198638 = -3142698.179441
  nChanged 315
		SP:Iteration 22Q (74153.400000 sec): 3 clusters
  Score: Raw -3146181.438388 + Penalty 3319.198638 = -3142862.239750
  nChanged 253
		SP:Iteration 23Q (74153.720000 sec): 3 clusters
  Score: Raw -3146309.459617 + Penalty 3319.198638 = -3142990.260979
  nChanged 230
		SP:Iteration 24Q (74153.980000 sec): 3 clusters
  Score: Raw -3146428.390613 + Penalty 3319.198638 = -3143109.191975
  nChanged 199
		SP:Iteration 25Q (74154.330000 sec): 3 clusters
  Score: Raw -3146522.215874 + Penalty 3319.198638 = -3143203.017237
  nChanged 176
		SP:Iteration 26Q (74154.680000 sec): 3 clusters
  Score: Raw -3146611.032632 + Penalty 3319.198638 = -3143291.833994
  nChanged 170
		SP:Iteration 27Q (74155.010000 sec): 3 clusters
  Score: Raw -3146706.514264 + Penalty 3319.198638 = -3143387.315626
  nChanged 147
		SP:Iteration 28Q (74155.260000 sec): 3 clusters
  Score: Raw -3146796.804935 + Penalty 3319.198638 = -3143477.606297
  nChanged 112
		SP:Iteration 29Q (74155.630000 sec): 3 clusters
  Score: Raw -3146867.838906 + Penalty 3319.198638 = -3143548.640268
  nChanged 107
		SP:Iteration 30Q (74155.960000 sec): 3 clusters
  Score: Raw -3146933.027218 + Penalty 3319.198638 = -3143613.828580
  nChanged 80
		SP:Iteration 31Q (74156.220000 sec): 3 clusters
  Score: Raw -3146984.746771 + Penalty 3319.198638 = -3143665.548133
  nChanged 58
		SP:Iteration 32Q (74156.570000 sec): 3 clusters
  Score: Raw -3147018.886731 + Penalty 3319.198638 = -3143699.688093
  nChanged 59
		SP:Iteration 33Q (74156.880000 sec): 3 clusters
  Score: Raw -3147047.108568 + Penalty 3319.198638 = -3143727.909930
  nChanged 46
		SP:Iteration 34Q (74157.130000 sec): 3 clusters
  Score: Raw -3147068.191604 + Penalty 3319.198638 = -3143748.992966
  nChanged 31
		SP:Iteration 35Q (74157.480000 sec): 3 clusters
  Score: Raw -3147081.441366 + Penalty 3319.198638 = -3143762.242728
  nChanged 30
		SP:Iteration 36Q (74157.790000 sec): 3 clusters
  Score: Raw -3147095.027389 + Penalty 3319.198638 = -3143775.828751
  nChanged 24
		SP:Iteration 37Q (74158.080000 sec): 3 clusters
  Score: Raw -3147104.744881 + Penalty 3319.198638 = -3143785.546243
  nChanged 19
		SP:Iteration 38Q (74158.320000 sec): 3 clusters
  Score: Raw -3147110.995068 + Penalty 3319.198638 = -3143791.796430
  nChanged 15
		SP:Iteration 39Q (74158.610000 sec): 3 clusters
  Score: Raw -3147116.885899 + Penalty 3319.198638 = -3143797.687261
  nChanged 13
		SP:Iteration 40F (74158.900000 sec): 3 clusters
  Score: Raw -3147121.581827 + Penalty 3319.198638 = -3143802.383189
  nChanged 14
		SP:Iteration 41Q (74159.220000 sec): 3 clusters
  Score: Raw -3147128.759938 + Penalty 3319.198638 = -3143809.561300
  nChanged 16
		SP:Iteration 42Q (74159.510000 sec): 3 clusters
  Score: Raw -3147135.576597 + Penalty 3319.198638 = -3143816.377959
  nChanged 12
		SP:Iteration 43Q (74159.800000 sec): 3 clusters
  Score: Raw -3147139.918779 + Penalty 3319.198638 = -3143820.720141
  nChanged 8
		SP:Iteration 44Q (74160.060000 sec): 3 clusters
  Score: Raw -3147143.116830 + Penalty 3319.198638 = -3143823.918192
  nChanged 12
		SP:Iteration 45Q (74160.330000 sec): 3 clusters
  Score: Raw -3147148.027588 + Penalty 3319.198638 = -3143828.828950
  nChanged 10
		SP:Iteration 46Q (74160.590000 sec): 3 clusters
  Score: Raw -3147153.153534 + Penalty 3319.198638 = -3143833.954896
  nChanged 11
		SP:Iteration 47Q (74160.880000 sec): 3 clusters
  Score: Raw -3147159.900930 + Penalty 3319.198638 = -3143840.702292
  nChanged 9
		SP:Iteration 48Q (74161.160000 sec): 3 clusters
  Score: Raw -3147164.571606 + Penalty 3319.198638 = -3143845.372968
  nChanged 8
		SP:Iteration 49Q (74161.450000 sec): 3 clusters
  Score: Raw -3147168.885200 + Penalty 3319.198638 = -3143849.686562
  nChanged 11
		SP:Iteration 50Q (74161.760000 sec): 3 clusters
  Score: Raw -3147173.898249 + Penalty 3319.198638 = -3143854.699611
  nChanged 11
		SP:Iteration 51Q (74162.100000 sec): 3 clusters
  Score: Raw -3147178.008209 + Penalty 3319.198638 = -3143858.809571
  nChanged 10
		SP:Iteration 52Q (74162.360000 sec): 3 clusters
  Score: Raw -3147182.833395 + Penalty 3319.198638 = -3143863.634757
  nChanged 7
		SP:Iteration 53Q (74162.680000 sec): 3 clusters
  Score: Raw -3147186.119409 + Penalty 3319.198638 = -3143866.920771
  nChanged 9
		SP:Iteration 54Q (74162.920000 sec): 3 clusters
  Score: Raw -3147191.198948 + Penalty 3319.198638 = -3143872.000310
  nChanged 9
		SP:Iteration 55Q (74163.200000 sec): 3 clusters
  Score: Raw -3147195.209172 + Penalty 3319.198638 = -3143876.010535
  nChanged 8
		SP:Iteration 56Q (74163.510000 sec): 3 clusters
  Score: Raw -3147198.864760 + Penalty 3319.198638 = -3143879.666122
  nChanged 9
		SP:Iteration 57Q (74163.900000 sec): 3 clusters
  Score: Raw -3147202.176766 + Penalty 3319.198638 = -3143882.978128
  nChanged 8
		SP:Iteration 58Q (74164.190000 sec): 3 clusters
  Score: Raw -3147207.344238 + Penalty 3319.198638 = -3143888.145600
  nChanged 13
		SP:Iteration 59Q (74164.450000 sec): 3 clusters
  Score: Raw -3147214.045645 + Penalty 3319.198638 = -3143894.847007
  nChanged 13
		SP:Iteration 60F (74164.830000 sec): 3 clusters
  Score: Raw -3147220.779445 + Penalty 3319.198638 = -3143901.580807
  nChanged 6
		SP:Iteration 61Q (74165.170000 sec): 3 clusters
  Score: Raw -3147223.658481 + Penalty 3319.198638 = -3143904.459843
  nChanged 6
		SP:Iteration 62Q (74165.510000 sec): 3 clusters
  Score: Raw -3147225.763469 + Penalty 3319.198638 = -3143906.564831
  nChanged 4
		SP:Iteration 63Q (74165.800000 sec): 3 clusters
  Score: Raw -3147227.589294 + Penalty 3319.198638 = -3143908.390656
  nChanged 2
		SP:Iteration 64Q (74166.160000 sec): 3 clusters
  Score: Raw -3147228.291884 + Penalty 3319.198638 = -3143909.093246
  nChanged 0
		SP:Iteration 65F (74166.510000 sec): 3 clusters
  Score: Raw -3147228.291884 + Penalty 3319.198638 = -3143909.093246
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74166.600000 sec): 2 clusters
  Score: Raw -75718.875097 + Penalty 1055.970849 = -74662.904248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74166.820000 sec): 3 clusters
  Score: Raw -75610.226816 + Penalty 2111.941699 = -73498.285118
  nChanged 177
		SP:Iteration 1F (74167.020000 sec): 3 clusters
  Score: Raw -75852.999508 + Penalty 2111.941699 = -73741.057809
  nChanged 49
		SP:Iteration 2F (74167.210000 sec): 3 clusters
  Score: Raw -75953.639859 + Penalty 2111.941699 = -73841.698160
  nChanged 36
		SP:Iteration 3F (74167.420000 sec): 3 clusters
  Score: Raw -76049.205048 + Penalty 2111.941699 = -73937.263350
  nChanged 28
		SP:Iteration 4Q (74167.590000 sec): 3 clusters
  Score: Raw -76113.017540 + Penalty 2111.941699 = -74001.075842
  nChanged 23
		SP:Iteration 5Q (74167.740000 sec): 3 clusters
  Score: Raw -76167.276432 + Penalty 2111.941699 = -74055.334734
  nChanged 21
		SP:Iteration 6Q (74167.930000 sec): 3 clusters
  Score: Raw -76212.987404 + Penalty 2111.941699 = -74101.045706
  nChanged 13
		SP:Iteration 7Q (74168.110000 sec): 3 clusters
  Score: Raw -76243.276693 + Penalty 2111.941699 = -74131.334994
  nChanged 14
		SP:Iteration 8Q (74168.260000 sec): 3 clusters
  Score: Raw -76289.951123 + Penalty 2111.941699 = -74178.009425
  nChanged 20
		SP:Iteration 9Q (74168.410000 sec): 3 clusters
  Score: Raw -76353.128159 + Penalty 2111.941699 = -74241.186460
  nChanged 24
		SP:Iteration 10Q (74168.560000 sec): 3 clusters
  Score: Raw -76455.232929 + Penalty 2111.941699 = -74343.291230
  nChanged 16
		SP:Iteration 11Q (74168.700000 sec): 3 clusters
  Score: Raw -76522.964929 + Penalty 2111.941699 = -74411.023231
  nChanged 14
		SP:Iteration 12Q (74168.860000 sec): 3 clusters
  Score: Raw -76574.685144 + Penalty 2111.941699 = -74462.743445
  nChanged 11
		SP:Iteration 13Q (74169.010000 sec): 3 clusters
  Score: Raw -76599.018921 + Penalty 2111.941699 = -74487.077222
  nChanged 8
		SP:Iteration 14Q (74169.240000 sec): 3 clusters
  Score: Raw -76622.657715 + Penalty 2111.941699 = -74510.716017
  nChanged 12
		SP:Iteration 15Q (74169.380000 sec): 3 clusters
  Score: Raw -76668.418173 + Penalty 2111.941699 = -74556.476474
  nChanged 6
		SP:Iteration 16Q (74169.600000 sec): 3 clusters
  Score: Raw -76695.153759 + Penalty 2111.941699 = -74583.212060
  nChanged 3
		SP:Iteration 17Q (74169.740000 sec): 3 clusters
  Score: Raw -76711.012708 + Penalty 2111.941699 = -74599.071009
  nChanged 5
		SP:Iteration 18Q (74169.940000 sec): 3 clusters
  Score: Raw -76748.411706 + Penalty 2111.941699 = -74636.470007
  nChanged 6
		SP:Iteration 19Q (74170.100000 sec): 3 clusters
  Score: Raw -76838.421143 + Penalty 2111.941699 = -74726.479444
  nChanged 4
		SP:Iteration 20F (74170.280000 sec): 3 clusters
  Score: Raw -77136.059999 + Penalty 2111.941699 = -75024.118300
  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 11.42 GB.

 Trying to split cluster 39 (4497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74170.430000 sec): 2 clusters
  Score: Raw -527708.508243 + Penalty 1366.814440 = -526341.693802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74170.580000 sec): 3 clusters
  Score: Raw -525396.349163 + Penalty 2733.628881 = -522662.720283
  nChanged 1825
		SP:Iteration 1F (74170.780000 sec): 3 clusters
  Score: Raw -526354.947740 + Penalty 2733.628881 = -523621.318860
  nChanged 312
		SP:Iteration 2F (74170.960000 sec): 3 clusters
  Score: Raw -526523.862074 + Penalty 2733.628881 = -523790.233193
  nChanged 220
		SP:Iteration 3Q (74171.130000 sec): 3 clusters
  Score: Raw -526628.279635 + Penalty 2733.628881 = -523894.650754
  nChanged 168
		SP:Iteration 4Q (74171.360000 sec): 3 clusters
  Score: Raw -526712.081449 + Penalty 2733.628881 = -523978.452569
  nChanged 162
		SP:Iteration 5Q (74171.550000 sec): 3 clusters
  Score: Raw -526785.934090 + Penalty 2733.628881 = -524052.305209
  nChanged 135
		SP:Iteration 6Q (74171.720000 sec): 3 clusters
  Score: Raw -526841.700633 + Penalty 2733.628881 = -524108.071752
  nChanged 102
		SP:Iteration 7Q (74171.940000 sec): 3 clusters
  Score: Raw -526884.382881 + Penalty 2733.628881 = -524150.754000
  nChanged 96
		SP:Iteration 8Q (74172.110000 sec): 3 clusters
  Score: Raw -526924.879239 + Penalty 2733.628881 = -524191.250358
  nChanged 98
		SP:Iteration 9Q (74172.280000 sec): 3 clusters
  Score: Raw -526965.208715 + Penalty 2733.628881 = -524231.579834
  nChanged 89
		SP:Iteration 10Q (74172.480000 sec): 3 clusters
  Score: Raw -526996.703351 + Penalty 2733.628881 = -524263.074470
  nChanged 78
		SP:Iteration 11Q (74172.640000 sec): 3 clusters
  Score: Raw -527026.482194 + Penalty 2733.628881 = -524292.853313
  nChanged 83
		SP:Iteration 12Q (74172.850000 sec): 3 clusters
  Score: Raw -527060.456959 + Penalty 2733.628881 = -524326.828079
  nChanged 89
		SP:Iteration 13Q (74173.000000 sec): 3 clusters
  Score: Raw -527097.495672 + Penalty 2733.628881 = -524363.866791
  nChanged 82
		SP:Iteration 14Q (74173.200000 sec): 3 clusters
  Score: Raw -527131.511924 + Penalty 2733.628881 = -524397.883043
  nChanged 81
		SP:Iteration 15Q (74173.410000 sec): 3 clusters
  Score: Raw -527166.730124 + Penalty 2733.628881 = -524433.101243
  nChanged 92
		SP:Iteration 16Q (74173.660000 sec): 3 clusters
  Score: Raw -527208.382971 + Penalty 2733.628881 = -524474.754090
  nChanged 98
		SP:Iteration 17Q (74173.870000 sec): 3 clusters
  Score: Raw -527250.296267 + Penalty 2733.628881 = -524516.667386
  nChanged 77
		SP:Iteration 18Q (74174.120000 sec): 3 clusters
  Score: Raw -527284.928419 + Penalty 2733.628881 = -524551.299538
  nChanged 75
		SP:Iteration 19Q (74174.320000 sec): 3 clusters
  Score: Raw -527317.244083 + Penalty 2733.628881 = -524583.615202
  nChanged 63
		SP:Iteration 20F (74174.510000 sec): 3 clusters
  Score: Raw -527344.402923 + Penalty 2733.628881 = -524610.774043
  nChanged 65
		SP:Iteration 21Q (74174.690000 sec): 3 clusters
  Score: Raw -527373.601423 + Penalty 2733.628881 = -524639.972542
  nChanged 65
		SP:Iteration 22Q (74174.870000 sec): 3 clusters
  Score: Raw -527400.682218 + Penalty 2733.628881 = -524667.053337
  nChanged 61
		SP:Iteration 23Q (74175.080000 sec): 3 clusters
  Score: Raw -527429.743865 + Penalty 2733.628881 = -524696.114984
  nChanged 66
		SP:Iteration 24Q (74175.250000 sec): 3 clusters
  Score: Raw -527464.300385 + Penalty 2733.628881 = -524730.671504
  nChanged 70
		SP:Iteration 25Q (74175.440000 sec): 3 clusters
  Score: Raw -527498.524959 + Penalty 2733.628881 = -524764.896078
  nChanged 53
		SP:Iteration 26Q (74175.610000 sec): 3 clusters
  Score: Raw -527529.227202 + Penalty 2733.628881 = -524795.598322
  nChanged 58
		SP:Iteration 27Q (74175.790000 sec): 3 clusters
  Score: Raw -527556.658342 + Penalty 2733.628881 = -524823.029461
  nChanged 56
		SP:Iteration 28Q (74175.960000 sec): 3 clusters
  Score: Raw -527587.400393 + Penalty 2733.628881 = -524853.771512
  nChanged 42
		SP:Iteration 29Q (74176.130000 sec): 3 clusters
  Score: Raw -527604.754604 + Penalty 2733.628881 = -524871.125723
  nChanged 22
		SP:Iteration 30Q (74176.340000 sec): 3 clusters
  Score: Raw -527613.570772 + Penalty 2733.628881 = -524879.941892
  nChanged 20
		SP:Iteration 31Q (74176.530000 sec): 3 clusters
  Score: Raw -527622.456701 + Penalty 2733.628881 = -524888.827821
  nChanged 23
		SP:Iteration 32Q (74176.730000 sec): 3 clusters
  Score: Raw -527632.998759 + Penalty 2733.628881 = -524899.369878
  nChanged 32
		SP:Iteration 33Q (74176.940000 sec): 3 clusters
  Score: Raw -527645.528719 + Penalty 2733.628881 = -524911.899838
  nChanged 32
		SP:Iteration 34Q (74177.120000 sec): 3 clusters
  Score: Raw -527664.139891 + Penalty 2733.628881 = -524930.511010
  nChanged 31
		SP:Iteration 35Q (74177.310000 sec): 3 clusters
  Score: Raw -527679.786945 + Penalty 2733.628881 = -524946.158064
  nChanged 25
		SP:Iteration 36Q (74177.520000 sec): 3 clusters
  Score: Raw -527691.087468 + Penalty 2733.628881 = -524957.458587
  nChanged 25
		SP:Iteration 37Q (74177.710000 sec): 3 clusters
  Score: Raw -527702.850797 + Penalty 2733.628881 = -524969.221916
  nChanged 17
		SP:Iteration 38Q (74177.860000 sec): 3 clusters
  Score: Raw -527710.868910 + Penalty 2733.628881 = -524977.240029
  nChanged 13
		SP:Iteration 39Q (74178.060000 sec): 3 clusters
  Score: Raw -527719.791871 + Penalty 2733.628881 = -524986.162990
  nChanged 21
		SP:Iteration 40F (74178.250000 sec): 3 clusters
  Score: Raw -527731.329114 + Penalty 2733.628881 = -524997.700233
  nChanged 19
		SP:Iteration 41Q (74178.440000 sec): 3 clusters
  Score: Raw -527740.078990 + Penalty 2733.628881 = -525006.450110
  nChanged 17
		SP:Iteration 42Q (74178.650000 sec): 3 clusters
  Score: Raw -527748.778289 + Penalty 2733.628881 = -525015.149408
  nChanged 14
		SP:Iteration 43Q (74178.830000 sec): 3 clusters
  Score: Raw -527755.422094 + Penalty 2733.628881 = -525021.793213
  nChanged 13
		SP:Iteration 44Q (74179.070000 sec): 3 clusters
  Score: Raw -527761.855339 + Penalty 2733.628881 = -525028.226458
  nChanged 16
		SP:Iteration 45Q (74179.240000 sec): 3 clusters
  Score: Raw -527771.820781 + Penalty 2733.628881 = -525038.191901
  nChanged 10
		SP:Iteration 46Q (74179.430000 sec): 3 clusters
  Score: Raw -527777.153567 + Penalty 2733.628881 = -525043.524686
  nChanged 12
		SP:Iteration 47Q (74179.610000 sec): 3 clusters
  Score: Raw -527782.374037 + Penalty 2733.628881 = -525048.745157
  nChanged 14
		SP:Iteration 48Q (74179.790000 sec): 3 clusters
  Score: Raw -527788.359727 + Penalty 2733.628881 = -525054.730846
  nChanged 13
		SP:Iteration 49Q (74179.970000 sec): 3 clusters
  Score: Raw -527795.082357 + Penalty 2733.628881 = -525061.453477
  nChanged 12
		SP:Iteration 50Q (74180.160000 sec): 3 clusters
  Score: Raw -527802.700432 + Penalty 2733.628881 = -525069.071551
  nChanged 7
		SP:Iteration 51Q (74180.390000 sec): 3 clusters
  Score: Raw -527807.979965 + Penalty 2733.628881 = -525074.351085
  nChanged 9
		SP:Iteration 52Q (74180.550000 sec): 3 clusters
  Score: Raw -527812.415176 + Penalty 2733.628881 = -525078.786295
  nChanged 8
		SP:Iteration 53Q (74180.770000 sec): 3 clusters
  Score: Raw -527817.557569 + Penalty 2733.628881 = -525083.928688
  nChanged 6
		SP:Iteration 54Q (74180.970000 sec): 3 clusters
  Score: Raw -527820.287359 + Penalty 2733.628881 = -525086.658478
  nChanged 4
		SP:Iteration 55Q (74181.160000 sec): 3 clusters
  Score: Raw -527823.541565 + Penalty 2733.628881 = -525089.912684
  nChanged 4
		SP:Iteration 56Q (74181.410000 sec): 3 clusters
  Score: Raw -527825.951010 + Penalty 2733.628881 = -525092.322129
  nChanged 6
		SP:Iteration 57Q (74181.610000 sec): 3 clusters
  Score: Raw -527831.012057 + Penalty 2733.628881 = -525097.383177
  nChanged 10
		SP:Iteration 58Q (74181.810000 sec): 3 clusters
  Score: Raw -527836.723787 + Penalty 2733.628881 = -525103.094906
  nChanged 11
		SP:Iteration 59Q (74181.970000 sec): 3 clusters
  Score: Raw -527842.172936 + Penalty 2733.628881 = -525108.544056
  nChanged 5
		SP:Iteration 60F (74182.160000 sec): 3 clusters
  Score: Raw -527843.974906 + Penalty 2733.628881 = -525110.346025
  nChanged 3
		SP:Iteration 61Q (74182.350000 sec): 3 clusters
  Score: Raw -527845.944001 + Penalty 2733.628881 = -525112.315120
  nChanged 1
		SP:Iteration 62Q (74182.560000 sec): 3 clusters
  Score: Raw -527846.684276 + Penalty 2733.628881 = -525113.055396
  nChanged 0
		SP:Iteration 63F (74182.740000 sec): 3 clusters
  Score: Raw -527846.684276 + Penalty 2733.628881 = -525113.055396
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74182.850000 sec): 2 clusters
  Score: Raw -84687.937313 + Penalty 1067.995913 = -83619.941400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74183.020000 sec): 3 clusters
  Score: Raw -84526.988266 + Penalty 2135.991826 = -82390.996440
  nChanged 214
		SP:Iteration 1F (74183.190000 sec): 3 clusters
  Score: Raw -84807.451107 + Penalty 2135.991826 = -82671.459281
  nChanged 70
		SP:Iteration 2F (74183.380000 sec): 3 clusters
  Score: Raw -84951.094913 + Penalty 2135.991826 = -82815.103086
  nChanged 50
		SP:Iteration 3F (74183.630000 sec): 3 clusters
  Score: Raw -85053.487694 + Penalty 2135.991826 = -82917.495867
  nChanged 29
		SP:Iteration 4Q (74183.800000 sec): 3 clusters
  Score: Raw -85114.805306 + Penalty 2135.991826 = -82978.813480
  nChanged 12
		SP:Iteration 5Q (74184.000000 sec): 3 clusters
  Score: Raw -85145.225525 + Penalty 2135.991826 = -83009.233698
  nChanged 9
		SP:Iteration 6Q (74184.190000 sec): 3 clusters
  Score: Raw -85163.853074 + Penalty 2135.991826 = -83027.861248
  nChanged 13
		SP:Iteration 7Q (74184.380000 sec): 3 clusters
  Score: Raw -85196.617070 + Penalty 2135.991826 = -83060.625243
  nChanged 16
		SP:Iteration 8Q (74184.550000 sec): 3 clusters
  Score: Raw -85245.432354 + Penalty 2135.991826 = -83109.440527
  nChanged 15
		SP:Iteration 9Q (74184.750000 sec): 3 clusters
  Score: Raw -85289.273891 + Penalty 2135.991826 = -83153.282065
  nChanged 7
		SP:Iteration 10Q (74184.950000 sec): 3 clusters
  Score: Raw -85303.770091 + Penalty 2135.991826 = -83167.778264
  nChanged 4
		SP:Iteration 11Q (74185.130000 sec): 3 clusters
  Score: Raw -85316.703370 + Penalty 2135.991826 = -83180.711543
  nChanged 2
		SP:Iteration 12Q (74185.350000 sec): 3 clusters
  Score: Raw -85322.610329 + Penalty 2135.991826 = -83186.618503
  nChanged 0
		SP:Iteration 13F (74185.530000 sec): 3 clusters
  Score: Raw -85322.610329 + Penalty 2135.991826 = -83186.618503
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74185.620000 sec): 2 clusters
  Score: Raw -207520.726480 + Penalty 1228.513076 = -206292.213404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74185.830000 sec): 3 clusters
  Score: Raw -206745.286919 + Penalty 2457.026151 = -204288.260768
  nChanged 680
		SP:Iteration 1F (74186.020000 sec): 3 clusters
  Score: Raw -207277.905210 + Penalty 2457.026151 = -204820.879059
  nChanged 176
		SP:Iteration 2F (74186.200000 sec): 3 clusters
  Score: Raw -207456.651546 + Penalty 2457.026151 = -204999.625395
  nChanged 117
		SP:Iteration 3F (74186.390000 sec): 3 clusters
  Score: Raw -207574.385204 + Penalty 2457.026151 = -205117.359053
  nChanged 79
		SP:Iteration 4Q (74186.540000 sec): 3 clusters
  Score: Raw -207645.979799 + Penalty 2457.026151 = -205188.953648
  nChanged 54
		SP:Iteration 5Q (74186.720000 sec): 3 clusters
  Score: Raw -207688.689950 + Penalty 2457.026151 = -205231.663799
  nChanged 46
		SP:Iteration 6Q (74186.920000 sec): 3 clusters
  Score: Raw -207726.576130 + Penalty 2457.026151 = -205269.549979
  nChanged 35
		SP:Iteration 7Q (74187.120000 sec): 3 clusters
  Score: Raw -207749.031289 + Penalty 2457.026151 = -205292.005138
  nChanged 29
		SP:Iteration 8Q (74187.290000 sec): 3 clusters
  Score: Raw -207767.320056 + Penalty 2457.026151 = -205310.293905
  nChanged 25
		SP:Iteration 9Q (74187.460000 sec): 3 clusters
  Score: Raw -207777.796594 + Penalty 2457.026151 = -205320.770443
  nChanged 12
		SP:Iteration 10Q (74187.620000 sec): 3 clusters
  Score: Raw -207789.078933 + Penalty 2457.026151 = -205332.052782
  nChanged 16
		SP:Iteration 11Q (74187.760000 sec): 3 clusters
  Score: Raw -207807.013490 + Penalty 2457.026151 = -205349.987339
  nChanged 18
		SP:Iteration 12Q (74187.960000 sec): 3 clusters
  Score: Raw -207818.753534 + Penalty 2457.026151 = -205361.727383
  nChanged 15
		SP:Iteration 13Q (74188.140000 sec): 3 clusters
  Score: Raw -207834.241994 + Penalty 2457.026151 = -205377.215843
  nChanged 17
		SP:Iteration 14Q (74188.320000 sec): 3 clusters
  Score: Raw -207848.126931 + Penalty 2457.026151 = -205391.100779
  nChanged 19
		SP:Iteration 15Q (74188.510000 sec): 3 clusters
  Score: Raw -207857.886365 + Penalty 2457.026151 = -205400.860214
  nChanged 9
		SP:Iteration 16Q (74188.680000 sec): 3 clusters
  Score: Raw -207863.910503 + Penalty 2457.026151 = -205406.884352
  nChanged 12
		SP:Iteration 17Q (74188.890000 sec): 3 clusters
  Score: Raw -207869.894530 + Penalty 2457.026151 = -205412.868379
  nChanged 9
		SP:Iteration 18Q (74189.070000 sec): 3 clusters
  Score: Raw -207875.620262 + Penalty 2457.026151 = -205418.594111
  nChanged 8
		SP:Iteration 19Q (74189.280000 sec): 3 clusters
  Score: Raw -207880.123804 + Penalty 2457.026151 = -205423.097653
  nChanged 5
		SP:Iteration 20F (74189.470000 sec): 3 clusters
  Score: Raw -207883.793885 + Penalty 2457.026151 = -205426.767734
  nChanged 3
		SP:Iteration 21Q (74189.660000 sec): 3 clusters
  Score: Raw -207885.064266 + Penalty 2457.026151 = -205428.038115
  nChanged 2
		SP:Iteration 22Q (74189.820000 sec): 3 clusters
  Score: Raw -207885.987679 + Penalty 2457.026151 = -205428.961528
  nChanged 1
		SP:Iteration 23Q (74189.980000 sec): 3 clusters
  Score: Raw -207886.200704 + Penalty 2457.026151 = -205429.174553
  nChanged 1
		SP:Iteration 24Q (74190.120000 sec): 3 clusters
  Score: Raw -207887.049578 + Penalty 2457.026151 = -205430.023427
  nChanged 3
		SP:Iteration 25Q (74190.270000 sec): 3 clusters
  Score: Raw -207888.605025 + Penalty 2457.026151 = -205431.578874
  nChanged 0
		SP:Iteration 26F (74190.460000 sec): 3 clusters
  Score: Raw -207888.605025 + Penalty 2457.026151 = -205431.578874
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74190.540000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74190.720000 sec): 3 clusters
  Score: Raw -17738.119824 + Penalty 1706.988864 = -16031.130960
  nChanged 34
		SP:Iteration 1F (74190.860000 sec): 3 clusters
  Score: Raw -17859.166729 + Penalty 1706.988864 = -16152.177865
  nChanged 6
		SP:Iteration 2Q (74191.070000 sec): 3 clusters
  Score: Raw -17884.234838 + Penalty 1706.988864 = -16177.245974
  nChanged 8
		SP:Iteration 3Q (74191.240000 sec): 3 clusters
  Score: Raw -17928.425795 + Penalty 1706.988864 = -16221.436931
  nChanged 3
		SP:Iteration 4Q (74191.420000 sec): 3 clusters
  Score: Raw -17944.604716 + Penalty 1706.988864 = -16237.615852
  nChanged 1
		SP:Iteration 5Q (74191.620000 sec): 3 clusters
  Score: Raw -17948.794647 + Penalty 1706.988864 = -16241.805783
  nChanged 0
		SP:Iteration 6F (74191.770000 sec): 3 clusters
  Score: Raw -17948.794647 + Penalty 1706.988864 = -16241.805783
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74191.900000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74192.070000 sec): 3 clusters
  Score: Raw -13473.387549 + Penalty 1626.282549 = -11847.105000
  nChanged 25
		SP:Iteration 1F (74192.240000 sec): 3 clusters
  Score: Raw -13585.192398 + Penalty 1626.282549 = -11958.909849
  nChanged 4
		SP:Iteration 2Q (74192.440000 sec): 3 clusters
  Score: Raw -13597.324657 + Penalty 1626.282549 = -11971.042108
  nChanged 0
		SP:Iteration 3F (74192.620000 sec): 3 clusters
  Score: Raw -13597.324657 + Penalty 1626.282549 = -11971.042108
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (20202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74192.820000 sec): 2 clusters
  Score: Raw -1946929.305261 + Penalty 1610.949744 = -1945318.355517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74193.060000 sec): 3 clusters
  Score: Raw -1934724.766126 + Penalty 3221.899489 = -1931502.866637
  nChanged 9177
		SP:Iteration 1F (74193.320000 sec): 3 clusters
  Score: Raw -1940021.262758 + Penalty 3221.899489 = -1936799.363269
  nChanged 1308
		SP:Iteration 2F (74193.590000 sec): 3 clusters
  Score: Raw -1940748.722001 + Penalty 3221.899489 = -1937526.822512
  nChanged 1309
		SP:Iteration 3F (74193.840000 sec): 3 clusters
  Score: Raw -1941488.217110 + Penalty 3221.899489 = -1938266.317621
  nChanged 1244
		SP:Iteration 4F (74194.120000 sec): 3 clusters
  Score: Raw -1942213.683655 + Penalty 3221.899489 = -1938991.784166
  nChanged 1144
		SP:Iteration 5F (74194.360000 sec): 3 clusters
  Score: Raw -1942901.236451 + Penalty 3221.899489 = -1939679.336962
  nChanged 1095
		SP:Iteration 6F (74194.600000 sec): 3 clusters
  Score: Raw -1943564.229053 + Penalty 3221.899489 = -1940342.329564
  nChanged 937
		SP:Iteration 7Q (74194.830000 sec): 3 clusters
  Score: Raw -1944155.571154 + Penalty 3221.899489 = -1940933.671665
  nChanged 823
		SP:Iteration 8Q (74195.050000 sec): 3 clusters
  Score: Raw -1944692.519124 + Penalty 3221.899489 = -1941470.619635
  nChanged 706
		SP:Iteration 9Q (74195.330000 sec): 3 clusters
  Score: Raw -1945145.249160 + Penalty 3221.899489 = -1941923.349671
  nChanged 660
		SP:Iteration 10Q (74195.640000 sec): 3 clusters
  Score: Raw -1945556.759794 + Penalty 3221.899489 = -1942334.860306
  nChanged 545
		SP:Iteration 11Q (74195.900000 sec): 3 clusters
  Score: Raw -1945874.211047 + Penalty 3221.899489 = -1942652.311558
  nChanged 464
		SP:Iteration 12Q (74196.170000 sec): 3 clusters
  Score: Raw -1946142.083448 + Penalty 3221.899489 = -1942920.183959
  nChanged 419
		SP:Iteration 13Q (74196.390000 sec): 3 clusters
  Score: Raw -1946383.854756 + Penalty 3221.899489 = -1943161.955268
  nChanged 356
		SP:Iteration 14Q (74196.660000 sec): 3 clusters
  Score: Raw -1946580.265281 + Penalty 3221.899489 = -1943358.365793
  nChanged 286
		SP:Iteration 15Q (74196.920000 sec): 3 clusters
  Score: Raw -1946729.899256 + Penalty 3221.899489 = -1943507.999767
  nChanged 237
		SP:Iteration 16Q (74197.170000 sec): 3 clusters
  Score: Raw -1946846.994263 + Penalty 3221.899489 = -1943625.094774
  nChanged 202
		SP:Iteration 17Q (74197.390000 sec): 3 clusters
  Score: Raw -1946946.064742 + Penalty 3221.899489 = -1943724.165253
  nChanged 156
		SP:Iteration 18Q (74197.660000 sec): 3 clusters
  Score: Raw -1947022.296830 + Penalty 3221.899489 = -1943800.397341
  nChanged 113
		SP:Iteration 19Q (74197.900000 sec): 3 clusters
  Score: Raw -1947080.909323 + Penalty 3221.899489 = -1943859.009834
  nChanged 101
		SP:Iteration 20F (74198.160000 sec): 3 clusters
  Score: Raw -1947123.335163 + Penalty 3221.899489 = -1943901.435674
  nChanged 69
		SP:Iteration 21Q (74198.400000 sec): 3 clusters
  Score: Raw -1947150.718395 + Penalty 3221.899489 = -1943928.818906
  nChanged 61
		SP:Iteration 22Q (74198.620000 sec): 3 clusters
  Score: Raw -1947171.795087 + Penalty 3221.899489 = -1943949.895598
  nChanged 49
		SP:Iteration 23Q (74198.880000 sec): 3 clusters
  Score: Raw -1947198.069894 + Penalty 3221.899489 = -1943976.170405
  nChanged 48
		SP:Iteration 24Q (74199.170000 sec): 3 clusters
  Score: Raw -1947218.129563 + Penalty 3221.899489 = -1943996.230074
  nChanged 32
		SP:Iteration 25Q (74199.370000 sec): 3 clusters
  Score: Raw -1947229.527508 + Penalty 3221.899489 = -1944007.628019
  nChanged 27
		SP:Iteration 26Q (74199.620000 sec): 3 clusters
  Score: Raw -1947239.370637 + Penalty 3221.899489 = -1944017.471148
  nChanged 30
		SP:Iteration 27Q (74199.900000 sec): 3 clusters
  Score: Raw -1947250.642008 + Penalty 3221.899489 = -1944028.742519
  nChanged 19
		SP:Iteration 28Q (74200.170000 sec): 3 clusters
  Score: Raw -1947257.795496 + Penalty 3221.899489 = -1944035.896007
  nChanged 25
		SP:Iteration 29Q (74200.420000 sec): 3 clusters
  Score: Raw -1947266.341196 + Penalty 3221.899489 = -1944044.441707
  nChanged 24
		SP:Iteration 30Q (74200.730000 sec): 3 clusters
  Score: Raw -1947275.543358 + Penalty 3221.899489 = -1944053.643869
  nChanged 23
		SP:Iteration 31Q (74201.000000 sec): 3 clusters
  Score: Raw -1947284.517652 + Penalty 3221.899489 = -1944062.618163
  nChanged 23
		SP:Iteration 32Q (74201.270000 sec): 3 clusters
  Score: Raw -1947292.933402 + Penalty 3221.899489 = -1944071.033913
  nChanged 20
		SP:Iteration 33Q (74201.580000 sec): 3 clusters
  Score: Raw -1947298.879468 + Penalty 3221.899489 = -1944076.979979
  nChanged 17
		SP:Iteration 34Q (74201.840000 sec): 3 clusters
  Score: Raw -1947303.767329 + Penalty 3221.899489 = -1944081.867840
  nChanged 8
		SP:Iteration 35Q (74202.080000 sec): 3 clusters
  Score: Raw -1947306.240743 + Penalty 3221.899489 = -1944084.341254
  nChanged 2
		SP:Iteration 36Q (74202.340000 sec): 3 clusters
  Score: Raw -1947307.119232 + Penalty 3221.899489 = -1944085.219743
  nChanged 4
		SP:Iteration 37Q (74202.620000 sec): 3 clusters
  Score: Raw -1947307.977712 + Penalty 3221.899489 = -1944086.078223
  nChanged 3
		SP:Iteration 38Q (74202.900000 sec): 3 clusters
  Score: Raw -1947308.919143 + Penalty 3221.899489 = -1944087.019655
  nChanged 4
		SP:Iteration 39Q (74203.140000 sec): 3 clusters
  Score: Raw -1947309.855800 + Penalty 3221.899489 = -1944087.956311
  nChanged 4
		SP:Iteration 40F (74203.430000 sec): 3 clusters
  Score: Raw -1947311.035074 + Penalty 3221.899489 = -1944089.135585
  nChanged 4
		SP:Iteration 41Q (74203.720000 sec): 3 clusters
  Score: Raw -1947312.528920 + Penalty 3221.899489 = -1944090.629432
  nChanged 6
		SP:Iteration 42Q (74203.970000 sec): 3 clusters
  Score: Raw -1947314.286536 + Penalty 3221.899489 = -1944092.387047
  nChanged 8
		SP:Iteration 43Q (74204.210000 sec): 3 clusters
  Score: Raw -1947316.708283 + Penalty 3221.899489 = -1944094.808794
  nChanged 4
		SP:Iteration 44Q (74204.460000 sec): 3 clusters
  Score: Raw -1947317.488877 + Penalty 3221.899489 = -1944095.589389
  nChanged 2
		SP:Iteration 45Q (74204.730000 sec): 3 clusters
  Score: Raw -1947318.880641 + Penalty 3221.899489 = -1944096.981152
  nChanged 2
		SP:Iteration 46Q (74205.010000 sec): 3 clusters
  Score: Raw -1947319.598971 + Penalty 3221.899489 = -1944097.699483
  nChanged 0
		SP:Iteration 47F (74205.300000 sec): 3 clusters
  Score: Raw -1947319.598971 + Penalty 3221.899489 = -1944097.699483
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74205.470000 sec): 2 clusters
  Score: Raw -1331741.525570 + Penalty 1522.927868 = -1330218.597701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74205.750000 sec): 3 clusters
  Score: Raw -1324944.516046 + Penalty 3045.855737 = -1321898.660309
  nChanged 5192
		SP:Iteration 1F (74206.020000 sec): 3 clusters
  Score: Raw -1327681.801271 + Penalty 3045.855737 = -1324635.945534
  nChanged 670
		SP:Iteration 2F (74206.270000 sec): 3 clusters
  Score: Raw -1327962.128718 + Penalty 3045.855737 = -1324916.272981
  nChanged 630
		SP:Iteration 3F (74206.510000 sec): 3 clusters
  Score: Raw -1328253.535234 + Penalty 3045.855737 = -1325207.679497
  nChanged 606
		SP:Iteration 4F (74206.780000 sec): 3 clusters
  Score: Raw -1328580.013761 + Penalty 3045.855737 = -1325534.158024
  nChanged 634
		SP:Iteration 5F (74207.030000 sec): 3 clusters
  Score: Raw -1328945.456013 + Penalty 3045.855737 = -1325899.600276
  nChanged 638
		SP:Iteration 6F (74207.260000 sec): 3 clusters
  Score: Raw -1329333.538624 + Penalty 3045.855737 = -1326287.682887
  nChanged 613
		SP:Iteration 7F (74207.500000 sec): 3 clusters
  Score: Raw -1329692.757861 + Penalty 3045.855737 = -1326646.902124
  nChanged 569
		SP:Iteration 8Q (74207.710000 sec): 3 clusters
  Score: Raw -1330037.469423 + Penalty 3045.855737 = -1326991.613686
  nChanged 536
		SP:Iteration 9Q (74207.980000 sec): 3 clusters
  Score: Raw -1330324.096723 + Penalty 3045.855737 = -1327278.240986
  nChanged 468
		SP:Iteration 10Q (74208.190000 sec): 3 clusters
  Score: Raw -1330599.958550 + Penalty 3045.855737 = -1327554.102813
  nChanged 441
		SP:Iteration 11Q (74208.450000 sec): 3 clusters
  Score: Raw -1330863.660077 + Penalty 3045.855737 = -1327817.804340
  nChanged 430
		SP:Iteration 12Q (74208.710000 sec): 3 clusters
  Score: Raw -1331126.670114 + Penalty 3045.855737 = -1328080.814377
  nChanged 385
		SP:Iteration 13Q (74209.010000 sec): 3 clusters
  Score: Raw -1331390.315567 + Penalty 3045.855737 = -1328344.459830
  nChanged 359
		SP:Iteration 14Q (74209.230000 sec): 3 clusters
  Score: Raw -1331648.035078 + Penalty 3045.855737 = -1328602.179341
  nChanged 296
		SP:Iteration 15Q (74209.490000 sec): 3 clusters
  Score: Raw -1331835.166593 + Penalty 3045.855737 = -1328789.310856
  nChanged 234
		SP:Iteration 16Q (74209.690000 sec): 3 clusters
  Score: Raw -1331975.118047 + Penalty 3045.855737 = -1328929.262310
  nChanged 183
		SP:Iteration 17Q (74209.920000 sec): 3 clusters
  Score: Raw -1332097.864745 + Penalty 3045.855737 = -1329052.009008
  nChanged 175
		SP:Iteration 18Q (74210.190000 sec): 3 clusters
  Score: Raw -1332216.288887 + Penalty 3045.855737 = -1329170.433150
  nChanged 139
		SP:Iteration 19Q (74210.380000 sec): 3 clusters
  Score: Raw -1332317.585011 + Penalty 3045.855737 = -1329271.729274
  nChanged 119
		SP:Iteration 20F (74210.670000 sec): 3 clusters
  Score: Raw -1332378.137647 + Penalty 3045.855737 = -1329332.281910
  nChanged 96
		SP:Iteration 21Q (74210.890000 sec): 3 clusters
  Score: Raw -1332428.627286 + Penalty 3045.855737 = -1329382.771549
  nChanged 65
		SP:Iteration 22Q (74211.050000 sec): 3 clusters
  Score: Raw -1332463.221688 + Penalty 3045.855737 = -1329417.365951
  nChanged 64
		SP:Iteration 23Q (74211.280000 sec): 3 clusters
  Score: Raw -1332494.470905 + Penalty 3045.855737 = -1329448.615168
  nChanged 53
		SP:Iteration 24Q (74211.500000 sec): 3 clusters
  Score: Raw -1332518.743968 + Penalty 3045.855737 = -1329472.888231
  nChanged 46
		SP:Iteration 25Q (74211.670000 sec): 3 clusters
  Score: Raw -1332540.871985 + Penalty 3045.855737 = -1329495.016248
  nChanged 34
		SP:Iteration 26Q (74211.900000 sec): 3 clusters
  Score: Raw -1332555.531379 + Penalty 3045.855737 = -1329509.675642
  nChanged 29
		SP:Iteration 27Q (74212.090000 sec): 3 clusters
  Score: Raw -1332573.730980 + Penalty 3045.855737 = -1329527.875243
  nChanged 29
		SP:Iteration 28Q (74212.310000 sec): 3 clusters
  Score: Raw -1332590.283626 + Penalty 3045.855737 = -1329544.427889
  nChanged 28
		SP:Iteration 29Q (74212.510000 sec): 3 clusters
  Score: Raw -1332607.376814 + Penalty 3045.855737 = -1329561.521077
  nChanged 25
		SP:Iteration 30Q (74212.750000 sec): 3 clusters
  Score: Raw -1332626.243363 + Penalty 3045.855737 = -1329580.387626
  nChanged 28
		SP:Iteration 31Q (74213.010000 sec): 3 clusters
  Score: Raw -1332650.824223 + Penalty 3045.855737 = -1329604.968486
  nChanged 30
		SP:Iteration 32Q (74213.190000 sec): 3 clusters
  Score: Raw -1332676.556617 + Penalty 3045.855737 = -1329630.700880
  nChanged 23
		SP:Iteration 33Q (74213.450000 sec): 3 clusters
  Score: Raw -1332695.211621 + Penalty 3045.855737 = -1329649.355884
  nChanged 20
		SP:Iteration 34Q (74213.730000 sec): 3 clusters
  Score: Raw -1332712.603058 + Penalty 3045.855737 = -1329666.747321
  nChanged 21
		SP:Iteration 35Q (74213.930000 sec): 3 clusters
  Score: Raw -1332728.242526 + Penalty 3045.855737 = -1329682.386789
  nChanged 19
		SP:Iteration 36Q (74214.190000 sec): 3 clusters
  Score: Raw -1332736.538709 + Penalty 3045.855737 = -1329690.682972
  nChanged 7
		SP:Iteration 37Q (74214.370000 sec): 3 clusters
  Score: Raw -1332739.944152 + Penalty 3045.855737 = -1329694.088415
  nChanged 7
		SP:Iteration 38Q (74214.610000 sec): 3 clusters
  Score: Raw -1332742.159415 + Penalty 3045.855737 = -1329696.303678
  nChanged 2
		SP:Iteration 39Q (74214.830000 sec): 3 clusters
  Score: Raw -1332743.480165 + Penalty 3045.855737 = -1329697.624428
  nChanged 1
		SP:Iteration 40F (74215.070000 sec): 3 clusters
  Score: Raw -1332743.612515 + Penalty 3045.855737 = -1329697.756778
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74215.170000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74215.350000 sec): 3 clusters
  Score: Raw -19210.057654 + Penalty 1726.791943 = -17483.265711
  nChanged 35
		SP:Iteration 1F (74215.490000 sec): 3 clusters
  Score: Raw -19310.875258 + Penalty 1726.791943 = -17584.083315
  nChanged 11
		SP:Iteration 2F (74215.690000 sec): 3 clusters
  Score: Raw -19343.133970 + Penalty 1726.791943 = -17616.342027
  nChanged 4
		SP:Iteration 3Q (74215.870000 sec): 3 clusters
  Score: Raw -19358.780454 + Penalty 1726.791943 = -17631.988511
  nChanged 10
		SP:Iteration 4Q (74216.090000 sec): 3 clusters
  Score: Raw -19420.450299 + Penalty 1726.791943 = -17693.658356
  nChanged 7
		SP:Iteration 5Q (74216.280000 sec): 3 clusters
  Score: Raw -19476.206397 + Penalty 1726.791943 = -17749.414453
  nChanged 3
		SP:Iteration 6Q (74216.480000 sec): 3 clusters
  Score: Raw -19482.926143 + Penalty 1726.791943 = -17756.134200
  nChanged 2
		SP:Iteration 7Q (74216.640000 sec): 3 clusters
  Score: Raw -19490.944363 + Penalty 1726.791943 = -17764.152420
  nChanged 0
		SP:Iteration 8F (74216.810000 sec): 3 clusters
  Score: Raw -19490.944363 + Penalty 1726.791943 = -17764.152420
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74216.930000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74217.090000 sec): 3 clusters
  Score: Raw -59601.144484 + Penalty 2047.755383 = -57553.389101
  nChanged 127
		SP:Iteration 1F (74217.300000 sec): 3 clusters
  Score: Raw -59766.369071 + Penalty 2047.755383 = -57718.613688
  nChanged 29
		SP:Iteration 2F (74217.450000 sec): 3 clusters
  Score: Raw -59803.699774 + Penalty 2047.755383 = -57755.944391
  nChanged 15
		SP:Iteration 3Q (74217.670000 sec): 3 clusters
  Score: Raw -59828.036336 + Penalty 2047.755383 = -57780.280953
  nChanged 7
		SP:Iteration 4Q (74217.860000 sec): 3 clusters
  Score: Raw -59837.968947 + Penalty 2047.755383 = -57790.213564
  nChanged 2
		SP:Iteration 5Q (74218.000000 sec): 3 clusters
  Score: Raw -59839.887194 + Penalty 2047.755383 = -57792.131811
  nChanged 2
		SP:Iteration 6Q (74218.210000 sec): 3 clusters
  Score: Raw -59842.330554 + Penalty 2047.755383 = -57794.575171
  nChanged 1
		SP:Iteration 7Q (74218.390000 sec): 3 clusters
  Score: Raw -59843.476654 + Penalty 2047.755383 = -57795.721270
  nChanged 1
		SP:Iteration 8Q (74218.560000 sec): 3 clusters
  Score: Raw -59845.766591 + Penalty 2047.755383 = -57798.011208
  nChanged 1
		SP:Iteration 9Q (74218.730000 sec): 3 clusters
  Score: Raw -59847.028466 + Penalty 2047.755383 = -57799.273083
  nChanged 1
		SP:Iteration 10Q (74218.930000 sec): 3 clusters
  Score: Raw -59848.361323 + Penalty 2047.755383 = -57800.605939
  nChanged 0
		SP:Iteration 11F (74219.120000 sec): 3 clusters
  Score: Raw -59848.361323 + Penalty 2047.755383 = -57800.605939
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74219.250000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74219.490000 sec): 3 clusters
  Score: Raw -16807.092534 + Penalty 1663.347989 = -15143.744545
  nChanged 20
		SP:Iteration 1F (74219.680000 sec): 3 clusters
  Score: Raw -16878.983762 + Penalty 1663.347989 = -15215.635773
  nChanged 7
		SP:Iteration 2Q (74219.910000 sec): 3 clusters
  Score: Raw -16910.107681 + Penalty 1663.347989 = -15246.759692
  nChanged 4
		SP:Iteration 3Q (74220.130000 sec): 3 clusters
  Score: Raw -16923.849686 + Penalty 1663.347989 = -15260.501697
  nChanged 0
		SP:Iteration 4F (74220.320000 sec): 3 clusters
  Score: Raw -16923.849686 + Penalty 1663.347989 = -15260.501697
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (20053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74220.520000 sec): 2 clusters
  Score: Raw -2096675.252352 + Penalty 1609.746783 = -2095065.505570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74220.850000 sec): 3 clusters
  Score: Raw -2084663.885796 + Penalty 3219.493565 = -2081444.392231
  nChanged 9072
		SP:Iteration 1F (74221.150000 sec): 3 clusters
  Score: Raw -2089654.921178 + Penalty 3219.493565 = -2086435.427613
  nChanged 1187
		SP:Iteration 2F (74221.460000 sec): 3 clusters
  Score: Raw -2090194.052099 + Penalty 3219.493565 = -2086974.558534
  nChanged 1119
		SP:Iteration 3F (74221.770000 sec): 3 clusters
  Score: Raw -2090758.794771 + Penalty 3219.493565 = -2087539.301206
  nChanged 1153
		SP:Iteration 4F (74222.020000 sec): 3 clusters
  Score: Raw -2091385.165050 + Penalty 3219.493565 = -2088165.671484
  nChanged 1164
		SP:Iteration 5F (74222.330000 sec): 3 clusters
  Score: Raw -2092075.104929 + Penalty 3219.493565 = -2088855.611363
  nChanged 1170
		SP:Iteration 6F (74222.640000 sec): 3 clusters
  Score: Raw -2092872.762789 + Penalty 3219.493565 = -2089653.269223
  nChanged 1091
		SP:Iteration 7F (74222.990000 sec): 3 clusters
  Score: Raw -2093625.308109 + Penalty 3219.493565 = -2090405.814543
  nChanged 938
		SP:Iteration 8Q (74223.260000 sec): 3 clusters
  Score: Raw -2094329.341808 + Penalty 3219.493565 = -2091109.848243
  nChanged 790
		SP:Iteration 9Q (74223.540000 sec): 3 clusters
  Score: Raw -2094912.040838 + Penalty 3219.493565 = -2091692.547273
  nChanged 653
		SP:Iteration 10Q (74223.910000 sec): 3 clusters
  Score: Raw -2095387.702945 + Penalty 3219.493565 = -2092168.209380
  nChanged 512
		SP:Iteration 11Q (74224.200000 sec): 3 clusters
  Score: Raw -2095755.111570 + Penalty 3219.493565 = -2092535.618005
  nChanged 415
		SP:Iteration 12Q (74224.480000 sec): 3 clusters
  Score: Raw -2096040.735808 + Penalty 3219.493565 = -2092821.242243
  nChanged 300
		SP:Iteration 13Q (74224.790000 sec): 3 clusters
  Score: Raw -2096233.134118 + Penalty 3219.493565 = -2093013.640553
  nChanged 262
		SP:Iteration 14Q (74225.070000 sec): 3 clusters
  Score: Raw -2096417.360923 + Penalty 3219.493565 = -2093197.867358
  nChanged 225
		SP:Iteration 15Q (74225.340000 sec): 3 clusters
  Score: Raw -2096566.223931 + Penalty 3219.493565 = -2093346.730366
  nChanged 169
		SP:Iteration 16Q (74225.640000 sec): 3 clusters
  Score: Raw -2096673.894270 + Penalty 3219.493565 = -2093454.400704
  nChanged 130
		SP:Iteration 17Q (74225.940000 sec): 3 clusters
  Score: Raw -2096751.560437 + Penalty 3219.493565 = -2093532.066872
  nChanged 90
		SP:Iteration 18Q (74226.200000 sec): 3 clusters
  Score: Raw -2096807.277068 + Penalty 3219.493565 = -2093587.783502
  nChanged 84
		SP:Iteration 19Q (74226.490000 sec): 3 clusters
  Score: Raw -2096862.580666 + Penalty 3219.493565 = -2093643.087101
  nChanged 56
		SP:Iteration 20F (74226.740000 sec): 3 clusters
  Score: Raw -2096898.107717 + Penalty 3219.493565 = -2093678.614151
  nChanged 40
		SP:Iteration 21Q (74227.000000 sec): 3 clusters
  Score: Raw -2096923.236516 + Penalty 3219.493565 = -2093703.742951
  nChanged 29
		SP:Iteration 22Q (74227.260000 sec): 3 clusters
  Score: Raw -2096941.240379 + Penalty 3219.493565 = -2093721.746813
  nChanged 22
		SP:Iteration 23Q (74227.510000 sec): 3 clusters
  Score: Raw -2096954.538688 + Penalty 3219.493565 = -2093735.045123
  nChanged 25
		SP:Iteration 24Q (74227.730000 sec): 3 clusters
  Score: Raw -2096969.237891 + Penalty 3219.493565 = -2093749.744325
  nChanged 20
		SP:Iteration 25Q (74228.000000 sec): 3 clusters
  Score: Raw -2096982.004914 + Penalty 3219.493565 = -2093762.511349
  nChanged 11
		SP:Iteration 26Q (74228.250000 sec): 3 clusters
  Score: Raw -2096990.167368 + Penalty 3219.493565 = -2093770.673802
  nChanged 10
		SP:Iteration 27Q (74228.550000 sec): 3 clusters
  Score: Raw -2096995.742862 + Penalty 3219.493565 = -2093776.249297
  nChanged 7
		SP:Iteration 28Q (74228.880000 sec): 3 clusters
  Score: Raw -2097000.128653 + Penalty 3219.493565 = -2093780.635087
  nChanged 6
		SP:Iteration 29Q (74229.120000 sec): 3 clusters
  Score: Raw -2097003.882170 + Penalty 3219.493565 = -2093784.388605
  nChanged 7
		SP:Iteration 30Q (74229.420000 sec): 3 clusters
  Score: Raw -2097006.720932 + Penalty 3219.493565 = -2093787.227367
  nChanged 6
		SP:Iteration 31Q (74229.660000 sec): 3 clusters
  Score: Raw -2097008.206353 + Penalty 3219.493565 = -2093788.712787
  nChanged 3
		SP:Iteration 32Q (74229.920000 sec): 3 clusters
  Score: Raw -2097010.277848 + Penalty 3219.493565 = -2093790.784283
  nChanged 4
		SP:Iteration 33Q (74230.240000 sec): 3 clusters
  Score: Raw -2097011.961857 + Penalty 3219.493565 = -2093792.468291
  nChanged 1
		SP:Iteration 34Q (74230.530000 sec): 3 clusters
  Score: Raw -2097012.779949 + Penalty 3219.493565 = -2093793.286383
  nChanged 1
		SP:Iteration 35Q (74230.800000 sec): 3 clusters
  Score: Raw -2097012.993336 + Penalty 3219.493565 = -2093793.499770
  nChanged 1
		SP:Iteration 36Q (74231.040000 sec): 3 clusters
  Score: Raw -2097014.460591 + Penalty 3219.493565 = -2093794.967026
  nChanged 3
		SP:Iteration 37Q (74231.300000 sec): 3 clusters
  Score: Raw -2097016.577977 + Penalty 3219.493565 = -2093797.084412
  nChanged 5
		SP:Iteration 38Q (74231.600000 sec): 3 clusters
  Score: Raw -2097019.521713 + Penalty 3219.493565 = -2093800.028147
  nChanged 10
		SP:Iteration 39Q (74231.860000 sec): 3 clusters
  Score: Raw -2097025.442150 + Penalty 3219.493565 = -2093805.948584
  nChanged 8
		SP:Iteration 40F (74232.140000 sec): 3 clusters
  Score: Raw -2097029.208911 + Penalty 3219.493565 = -2093809.715346
  nChanged 3
		SP:Iteration 41Q (74232.400000 sec): 3 clusters
  Score: Raw -2097030.967384 + Penalty 3219.493565 = -2093811.473819
  nChanged 3
		SP:Iteration 42Q (74232.660000 sec): 3 clusters
  Score: Raw -2097032.645823 + Penalty 3219.493565 = -2093813.152258
  nChanged 1
		SP:Iteration 43Q (74232.920000 sec): 3 clusters
  Score: Raw -2097032.901383 + Penalty 3219.493565 = -2093813.407817
  nChanged 0
		SP:Iteration 44F (74233.200000 sec): 3 clusters
  Score: Raw -2097032.901383 + Penalty 3219.493565 = -2093813.407817
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (27081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74233.380000 sec): 2 clusters
  Score: Raw -2869711.231297 + Penalty 1658.570494 = -2868052.660804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74233.710000 sec): 3 clusters
  Score: Raw -2853036.557117 + Penalty 3317.140988 = -2849719.416129
  nChanged 12545
		SP:Iteration 1F (74234.050000 sec): 3 clusters
  Score: Raw -2860171.157756 + Penalty 3317.140988 = -2856854.016769
  nChanged 1480
		SP:Iteration 2F (74234.380000 sec): 3 clusters
  Score: Raw -2860759.979345 + Penalty 3317.140988 = -2857442.838357
  nChanged 1447
		SP:Iteration 3F (74234.700000 sec): 3 clusters
  Score: Raw -2861345.824951 + Penalty 3317.140988 = -2858028.683963
  nChanged 1423
		SP:Iteration 4F (74235.020000 sec): 3 clusters
  Score: Raw -2861943.048076 + Penalty 3317.140988 = -2858625.907089
  nChanged 1375
		SP:Iteration 5F (74235.340000 sec): 3 clusters
  Score: Raw -2862573.579541 + Penalty 3317.140988 = -2859256.438553
  nChanged 1416
		SP:Iteration 6F (74235.700000 sec): 3 clusters
  Score: Raw -2863203.786945 + Penalty 3317.140988 = -2859886.645958
  nChanged 1307
		SP:Iteration 7Q (74236.080000 sec): 3 clusters
  Score: Raw -2863782.129810 + Penalty 3317.140988 = -2860464.988823
  nChanged 1192
		SP:Iteration 8Q (74236.380000 sec): 3 clusters
  Score: Raw -2864308.900965 + Penalty 3317.140988 = -2860991.759978
  nChanged 1092
		SP:Iteration 9Q (74236.750000 sec): 3 clusters
  Score: Raw -2864781.030219 + Penalty 3317.140988 = -2861463.889231
  nChanged 1022
		SP:Iteration 10Q (74237.060000 sec): 3 clusters
  Score: Raw -2865248.862567 + Penalty 3317.140988 = -2861931.721580
  nChanged 930
		SP:Iteration 11Q (74237.430000 sec): 3 clusters
  Score: Raw -2865725.644563 + Penalty 3317.140988 = -2862408.503575
  nChanged 860
		SP:Iteration 12Q (74237.770000 sec): 3 clusters
  Score: Raw -2866206.775744 + Penalty 3317.140988 = -2862889.634757
  nChanged 845
		SP:Iteration 13Q (74238.070000 sec): 3 clusters
  Score: Raw -2866699.760243 + Penalty 3317.140988 = -2863382.619255
  nChanged 789
		SP:Iteration 14Q (74238.420000 sec): 3 clusters
  Score: Raw -2867155.255530 + Penalty 3317.140988 = -2863838.114542
  nChanged 717
		SP:Iteration 15Q (74238.710000 sec): 3 clusters
  Score: Raw -2867574.997581 + Penalty 3317.140988 = -2864257.856593
  nChanged 674
		SP:Iteration 16Q (74239.060000 sec): 3 clusters
  Score: Raw -2867970.554364 + Penalty 3317.140988 = -2864653.413377
  nChanged 616
		SP:Iteration 17Q (74239.380000 sec): 3 clusters
  Score: Raw -2868344.445952 + Penalty 3317.140988 = -2865027.304964
  nChanged 562
		SP:Iteration 18Q (74239.680000 sec): 3 clusters
  Score: Raw -2868679.325803 + Penalty 3317.140988 = -2865362.184816
  nChanged 448
		SP:Iteration 19Q (74239.970000 sec): 3 clusters
  Score: Raw -2868920.180209 + Penalty 3317.140988 = -2865603.039221
  nChanged 391
		SP:Iteration 20F (74240.250000 sec): 3 clusters
  Score: Raw -2869133.138037 + Penalty 3317.140988 = -2865815.997049
  nChanged 342
		SP:Iteration 21Q (74240.540000 sec): 3 clusters
  Score: Raw -2869315.137513 + Penalty 3317.140988 = -2865997.996526
  nChanged 266
		SP:Iteration 22Q (74240.890000 sec): 3 clusters
  Score: Raw -2869466.364146 + Penalty 3317.140988 = -2866149.223159
  nChanged 224
		SP:Iteration 23Q (74241.180000 sec): 3 clusters
  Score: Raw -2869581.519587 + Penalty 3317.140988 = -2866264.378599
  nChanged 162
		SP:Iteration 24Q (74241.450000 sec): 3 clusters
  Score: Raw -2869676.783204 + Penalty 3317.140988 = -2866359.642216
  nChanged 149
		SP:Iteration 25Q (74241.730000 sec): 3 clusters
  Score: Raw -2869769.146454 + Penalty 3317.140988 = -2866452.005466
  nChanged 128
		SP:Iteration 26Q (74242.020000 sec): 3 clusters
  Score: Raw -2869841.358125 + Penalty 3317.140988 = -2866524.217137
  nChanged 119
		SP:Iteration 27Q (74242.340000 sec): 3 clusters
  Score: Raw -2869918.112339 + Penalty 3317.140988 = -2866600.971352
  nChanged 93
		SP:Iteration 28Q (74242.660000 sec): 3 clusters
  Score: Raw -2869975.522579 + Penalty 3317.140988 = -2866658.381591
  nChanged 74
		SP:Iteration 29Q (74242.960000 sec): 3 clusters
  Score: Raw -2870017.629262 + Penalty 3317.140988 = -2866700.488274
  nChanged 62
		SP:Iteration 30Q (74243.320000 sec): 3 clusters
  Score: Raw -2870051.313433 + Penalty 3317.140988 = -2866734.172445
  nChanged 54
		SP:Iteration 31Q (74243.610000 sec): 3 clusters
  Score: Raw -2870078.626220 + Penalty 3317.140988 = -2866761.485232
  nChanged 48
		SP:Iteration 32Q (74243.930000 sec): 3 clusters
  Score: Raw -2870104.573286 + Penalty 3317.140988 = -2866787.432299
  nChanged 41
		SP:Iteration 33Q (74244.190000 sec): 3 clusters
  Score: Raw -2870124.769987 + Penalty 3317.140988 = -2866807.628999
  nChanged 31
		SP:Iteration 34Q (74244.510000 sec): 3 clusters
  Score: Raw -2870141.396680 + Penalty 3317.140988 = -2866824.255692
  nChanged 29
		SP:Iteration 35Q (74244.780000 sec): 3 clusters
  Score: Raw -2870154.460941 + Penalty 3317.140988 = -2866837.319954
  nChanged 30
		SP:Iteration 36Q (74245.090000 sec): 3 clusters
  Score: Raw -2870167.201391 + Penalty 3317.140988 = -2866850.060404
  nChanged 31
		SP:Iteration 37Q (74245.390000 sec): 3 clusters
  Score: Raw -2870183.575975 + Penalty 3317.140988 = -2866866.434988
  nChanged 27
		SP:Iteration 38Q (74245.720000 sec): 3 clusters
  Score: Raw -2870196.272113 + Penalty 3317.140988 = -2866879.131125
  nChanged 28
		SP:Iteration 39Q (74246.030000 sec): 3 clusters
  Score: Raw -2870207.593364 + Penalty 3317.140988 = -2866890.452377
  nChanged 25
		SP:Iteration 40F (74246.320000 sec): 3 clusters
  Score: Raw -2870217.056265 + Penalty 3317.140988 = -2866899.915277
  nChanged 15
		SP:Iteration 41Q (74246.600000 sec): 3 clusters
  Score: Raw -2870223.417402 + Penalty 3317.140988 = -2866906.276414
  nChanged 19
		SP:Iteration 42Q (74246.920000 sec): 3 clusters
  Score: Raw -2870230.566757 + Penalty 3317.140988 = -2866913.425769
  nChanged 24
		SP:Iteration 43Q (74247.220000 sec): 3 clusters
  Score: Raw -2870241.765533 + Penalty 3317.140988 = -2866924.624545
  nChanged 24
		SP:Iteration 44Q (74247.530000 sec): 3 clusters
  Score: Raw -2870252.448085 + Penalty 3317.140988 = -2866935.307097
  nChanged 30
		SP:Iteration 45Q (74247.850000 sec): 3 clusters
  Score: Raw -2870263.918353 + Penalty 3317.140988 = -2866946.777366
  nChanged 25
		SP:Iteration 46Q (74248.210000 sec): 3 clusters
  Score: Raw -2870277.131070 + Penalty 3317.140988 = -2866959.990082
  nChanged 25
		SP:Iteration 47Q (74248.490000 sec): 3 clusters
  Score: Raw -2870291.650957 + Penalty 3317.140988 = -2866974.509969
  nChanged 24
		SP:Iteration 48Q (74248.840000 sec): 3 clusters
  Score: Raw -2870301.993555 + Penalty 3317.140988 = -2866984.852567
  nChanged 21
		SP:Iteration 49Q (74249.160000 sec): 3 clusters
  Score: Raw -2870311.529550 + Penalty 3317.140988 = -2866994.388562
  nChanged 29
		SP:Iteration 50Q (74249.560000 sec): 3 clusters
  Score: Raw -2870325.579890 + Penalty 3317.140988 = -2867008.438903
  nChanged 32
		SP:Iteration 51Q (74249.840000 sec): 3 clusters
  Score: Raw -2870342.608383 + Penalty 3317.140988 = -2867025.467396
  nChanged 37
		SP:Iteration 52Q (74250.150000 sec): 3 clusters
  Score: Raw -2870370.178034 + Penalty 3317.140988 = -2867053.037047
  nChanged 49
		SP:Iteration 53Q (74250.520000 sec): 3 clusters
  Score: Raw -2870402.669827 + Penalty 3317.140988 = -2867085.528839
  nChanged 35
		SP:Iteration 54Q (74250.800000 sec): 3 clusters
  Score: Raw -2870418.806210 + Penalty 3317.140988 = -2867101.665223
  nChanged 32
		SP:Iteration 55Q (74251.140000 sec): 3 clusters
  Score: Raw -2870433.593078 + Penalty 3317.140988 = -2867116.452090
  nChanged 25
		SP:Iteration 56Q (74251.530000 sec): 3 clusters
  Score: Raw -2870444.870155 + Penalty 3317.140988 = -2867127.729167
  nChanged 20
		SP:Iteration 57Q (74251.900000 sec): 3 clusters
  Score: Raw -2870455.604858 + Penalty 3317.140988 = -2867138.463871
  nChanged 18
		SP:Iteration 58Q (74252.230000 sec): 3 clusters
  Score: Raw -2870462.506256 + Penalty 3317.140988 = -2867145.365269
  nChanged 22
		SP:Iteration 59Q (74252.540000 sec): 3 clusters
  Score: Raw -2870471.881091 + Penalty 3317.140988 = -2867154.740104
  nChanged 22
		SP:Iteration 60F (74252.850000 sec): 3 clusters
  Score: Raw -2870479.948584 + Penalty 3317.140988 = -2867162.807597
  nChanged 19
		SP:Iteration 61Q (74253.140000 sec): 3 clusters
  Score: Raw -2870487.276199 + Penalty 3317.140988 = -2867170.135211
  nChanged 12
		SP:Iteration 62Q (74253.460000 sec): 3 clusters
  Score: Raw -2870491.413733 + Penalty 3317.140988 = -2867174.272746
  nChanged 13
		SP:Iteration 63Q (74253.810000 sec): 3 clusters
  Score: Raw -2870497.253920 + Penalty 3317.140988 = -2867180.112933
  nChanged 13
		SP:Iteration 64Q (74254.120000 sec): 3 clusters
  Score: Raw -2870501.461059 + Penalty 3317.140988 = -2867184.320071
  nChanged 16
		SP:Iteration 65Q (74254.430000 sec): 3 clusters
  Score: Raw -2870507.646994 + Penalty 3317.140988 = -2867190.506007
  nChanged 14
		SP:Iteration 66Q (74254.750000 sec): 3 clusters
  Score: Raw -2870512.082703 + Penalty 3317.140988 = -2867194.941716
  nChanged 14
		SP:Iteration 67Q (74255.030000 sec): 3 clusters
  Score: Raw -2870519.677335 + Penalty 3317.140988 = -2867202.536347
  nChanged 15
		SP:Iteration 68Q (74255.350000 sec): 3 clusters
  Score: Raw -2870525.307642 + Penalty 3317.140988 = -2867208.166654
  nChanged 14
		SP:Iteration 69Q (74255.620000 sec): 3 clusters
  Score: Raw -2870531.562167 + Penalty 3317.140988 = -2867214.421179
  nChanged 17
		SP:Iteration 70Q (74255.980000 sec): 3 clusters
  Score: Raw -2870537.272485 + Penalty 3317.140988 = -2867220.131498
  nChanged 17
		SP:Iteration 71Q (74256.280000 sec): 3 clusters
  Score: Raw -2870543.962633 + Penalty 3317.140988 = -2867226.821646
  nChanged 12
		SP:Iteration 72Q (74256.670000 sec): 3 clusters
  Score: Raw -2870549.019349 + Penalty 3317.140988 = -2867231.878361
  nChanged 8
		SP:Iteration 73Q (74256.980000 sec): 3 clusters
  Score: Raw -2870551.593311 + Penalty 3317.140988 = -2867234.452324
  nChanged 7
		SP:Iteration 74Q (74257.280000 sec): 3 clusters
  Score: Raw -2870554.373414 + Penalty 3317.140988 = -2867237.232427
  nChanged 8
		SP:Iteration 75Q (74257.620000 sec): 3 clusters
  Score: Raw -2870556.961453 + Penalty 3317.140988 = -2867239.820465
  nChanged 2
		SP:Iteration 76Q (74257.950000 sec): 3 clusters
  Score: Raw -2870557.793023 + Penalty 3317.140988 = -2867240.652036
  nChanged 6
		SP:Iteration 77Q (74258.340000 sec): 3 clusters
  Score: Raw -2870559.286049 + Penalty 3317.140988 = -2867242.145061
  nChanged 4
		SP:Iteration 78Q (74258.650000 sec): 3 clusters
  Score: Raw -2870560.660546 + Penalty 3317.140988 = -2867243.519559
  nChanged 6
		SP:Iteration 79Q (74259.000000 sec): 3 clusters
  Score: Raw -2870562.458494 + Penalty 3317.140988 = -2867245.317506
  nChanged 8
		SP:Iteration 80F (74259.260000 sec): 3 clusters
  Score: Raw -2870564.457733 + Penalty 3317.140988 = -2867247.316746
  nChanged 7
		SP:Iteration 81Q (74259.620000 sec): 3 clusters
  Score: Raw -2870567.835633 + Penalty 3317.140988 = -2867250.694645
  nChanged 6
		SP:Iteration 82Q (74259.950000 sec): 3 clusters
  Score: Raw -2870569.529221 + Penalty 3317.140988 = -2867252.388234
  nChanged 2
		SP:Iteration 83Q (74260.260000 sec): 3 clusters
  Score: Raw -2870570.244055 + Penalty 3317.140988 = -2867253.103068
  nChanged 1
		SP:Iteration 84Q (74260.600000 sec): 3 clusters
  Score: Raw -2870570.443746 + Penalty 3317.140988 = -2867253.302758
  nChanged 1
		SP:Iteration 85Q (74260.880000 sec): 3 clusters
  Score: Raw -2870571.027663 + Penalty 3317.140988 = -2867253.886676
  nChanged 3
		SP:Iteration 86Q (74261.160000 sec): 3 clusters
  Score: Raw -2870571.729196 + Penalty 3317.140988 = -2867254.588209
  nChanged 4
		SP:Iteration 87Q (74261.470000 sec): 3 clusters
  Score: Raw -2870572.501487 + Penalty 3317.140988 = -2867255.360499
  nChanged 3
		SP:Iteration 88Q (74261.810000 sec): 3 clusters
  Score: Raw -2870572.934737 + Penalty 3317.140988 = -2867255.793750
  nChanged 2
		SP:Iteration 89Q (74262.080000 sec): 3 clusters
  Score: Raw -2870573.388146 + Penalty 3317.140988 = -2867256.247158
  nChanged 1
		SP:Iteration 90Q (74262.380000 sec): 3 clusters
  Score: Raw -2870573.655444 + Penalty 3317.140988 = -2867256.514457
  nChanged 2
		SP:Iteration 91Q (74262.720000 sec): 3 clusters
  Score: Raw -2870574.605699 + Penalty 3317.140988 = -2867257.464711
  nChanged 3
		SP:Iteration 92Q (74262.990000 sec): 3 clusters
  Score: Raw -2870575.027410 + Penalty 3317.140988 = -2867257.886422
  nChanged 1
		SP:Iteration 93Q (74263.290000 sec): 3 clusters
  Score: Raw -2870575.180015 + Penalty 3317.140988 = -2867258.039028
  nChanged 0
		SP:Iteration 94F (74263.610000 sec): 3 clusters
  Score: Raw -2870575.180015 + Penalty 3317.140988 = -2867258.039028
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74263.740000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74263.920000 sec): 3 clusters
  Score: Raw -55579.558753 + Penalty 2015.165482 = -53564.393272
  nChanged 116
		SP:Iteration 1F (74264.120000 sec): 3 clusters
  Score: Raw -55775.022737 + Penalty 2015.165482 = -53759.857256
  nChanged 24
		SP:Iteration 2Q (74264.260000 sec): 3 clusters
  Score: Raw -55799.084848 + Penalty 2015.165482 = -53783.919366
  nChanged 9
		SP:Iteration 3Q (74264.400000 sec): 3 clusters
  Score: Raw -55819.105075 + Penalty 2015.165482 = -53803.939593
  nChanged 6
		SP:Iteration 4Q (74264.600000 sec): 3 clusters
  Score: Raw -55829.197564 + Penalty 2015.165482 = -53814.032083
  nChanged 7
		SP:Iteration 5Q (74264.750000 sec): 3 clusters
  Score: Raw -55845.062943 + Penalty 2015.165482 = -53829.897461
  nChanged 10
		SP:Iteration 6Q (74264.900000 sec): 3 clusters
  Score: Raw -55874.557371 + Penalty 2015.165482 = -53859.391890
  nChanged 15
		SP:Iteration 7Q (74265.050000 sec): 3 clusters
  Score: Raw -55910.962399 + Penalty 2015.165482 = -53895.796917
  nChanged 13
		SP:Iteration 8Q (74265.200000 sec): 3 clusters
  Score: Raw -55931.971629 + Penalty 2015.165482 = -53916.806147
  nChanged 3
		SP:Iteration 9Q (74265.340000 sec): 3 clusters
  Score: Raw -55935.781542 + Penalty 2015.165482 = -53920.616061
  nChanged 4
		SP:Iteration 10Q (74265.580000 sec): 3 clusters
  Score: Raw -55940.911622 + Penalty 2015.165482 = -53925.746141
  nChanged 2
		SP:Iteration 11Q (74265.730000 sec): 3 clusters
  Score: Raw -55942.939431 + Penalty 2015.165482 = -53927.773949
  nChanged 2
		SP:Iteration 12Q (74265.880000 sec): 3 clusters
  Score: Raw -55944.846036 + Penalty 2015.165482 = -53929.680555
  nChanged 1
		SP:Iteration 13Q (74266.040000 sec): 3 clusters
  Score: Raw -55945.741555 + Penalty 2015.165482 = -53930.576073
  nChanged 0
		SP:Iteration 14F (74266.230000 sec): 3 clusters
  Score: Raw -55945.741555 + Penalty 2015.165482 = -53930.576073
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74266.320000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74266.570000 sec): 3 clusters
  Score: Raw -48663.856340 + Penalty 1948.846929 = -46715.009411
  nChanged 84
		SP:Iteration 1F (74266.720000 sec): 3 clusters
  Score: Raw -48792.167330 + Penalty 1948.846929 = -46843.320401
  nChanged 37
		SP:Iteration 2F (74266.920000 sec): 3 clusters
  Score: Raw -48858.131156 + Penalty 1948.846929 = -46909.284227
  nChanged 12
		SP:Iteration 3Q (74267.060000 sec): 3 clusters
  Score: Raw -48882.157579 + Penalty 1948.846929 = -46933.310650
  nChanged 10
		SP:Iteration 4Q (74267.250000 sec): 3 clusters
  Score: Raw -48901.707806 + Penalty 1948.846929 = -46952.860877
  nChanged 9
		SP:Iteration 5Q (74267.440000 sec): 3 clusters
  Score: Raw -48916.127436 + Penalty 1948.846929 = -46967.280507
  nChanged 2
		SP:Iteration 6Q (74267.600000 sec): 3 clusters
  Score: Raw -48920.119328 + Penalty 1948.846929 = -46971.272399
  nChanged 3
		SP:Iteration 7Q (74267.800000 sec): 3 clusters
  Score: Raw -48923.347394 + Penalty 1948.846929 = -46974.500465
  nChanged 3
		SP:Iteration 8Q (74268.010000 sec): 3 clusters
  Score: Raw -48928.252946 + Penalty 1948.846929 = -46979.406017
  nChanged 5
		SP:Iteration 9Q (74268.190000 sec): 3 clusters
  Score: Raw -48938.965054 + Penalty 1948.846929 = -46990.118125
  nChanged 5
		SP:Iteration 10Q (74268.390000 sec): 3 clusters
  Score: Raw -48946.903120 + Penalty 1948.846929 = -46998.056191
  nChanged 2
		SP:Iteration 11Q (74268.550000 sec): 3 clusters
  Score: Raw -48952.199844 + Penalty 1948.846929 = -47003.352915
  nChanged 2
		SP:Iteration 12Q (74268.770000 sec): 3 clusters
  Score: Raw -48955.550999 + Penalty 1948.846929 = -47006.704070
  nChanged 2
		SP:Iteration 13Q (74268.960000 sec): 3 clusters
  Score: Raw -48959.112724 + Penalty 1948.846929 = -47010.265796
  nChanged 3
		SP:Iteration 14Q (74269.130000 sec): 3 clusters
  Score: Raw -48966.261061 + Penalty 1948.846929 = -47017.414133
  nChanged 3
		SP:Iteration 15Q (74269.280000 sec): 3 clusters
  Score: Raw -48973.525352 + Penalty 1948.846929 = -47024.678424
  nChanged 4
		SP:Iteration 16Q (74269.450000 sec): 3 clusters
  Score: Raw -48981.838846 + Penalty 1948.846929 = -47032.991917
  nChanged 2
		SP:Iteration 17Q (74269.640000 sec): 3 clusters
  Score: Raw -48984.901299 + Penalty 1948.846929 = -47036.054370
  nChanged 2
		SP:Iteration 18Q (74269.790000 sec): 3 clusters
  Score: Raw -48987.363747 + Penalty 1948.846929 = -47038.516819
  nChanged 2
		SP:Iteration 19Q (74269.950000 sec): 3 clusters
  Score: Raw -49002.143531 + Penalty 1948.846929 = -47053.296602
  nChanged 1
		SP:Iteration 20F (74270.150000 sec): 3 clusters
  Score: Raw -49002.932261 + Penalty 1948.846929 = -47054.085332
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (331398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74271.640000 sec): 2 clusters
  Score: Raw -37661481.147563 + Penalty 2065.549744 = -37659415.597819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74273.320000 sec): 3 clusters
  Score: Raw -37440019.487711 + Penalty 4131.099488 = -37435888.388223
  nChanged 161619
		SP:Iteration 1F (74274.980000 sec): 3 clusters
  Score: Raw -37542249.693755 + Penalty 4131.099488 = -37538118.594267
  nChanged 14919
		SP:Iteration 2Q (74276.740000 sec): 3 clusters
  Score: Raw -37549287.566508 + Penalty 4131.099488 = -37545156.467020
  nChanged 17961
		SP:Iteration 3F (74278.480000 sec): 3 clusters
  Score: Raw -37559573.912808 + Penalty 4131.099488 = -37555442.813319
  nChanged 20583
		SP:Iteration 4F (74280.090000 sec): 3 clusters
  Score: Raw -37572693.391366 + Penalty 4131.099488 = -37568562.291878
  nChanged 21584
		SP:Iteration 5F (74281.640000 sec): 3 clusters
  Score: Raw -37587090.944702 + Penalty 4131.099488 = -37582959.845214
  nChanged 20459
		SP:Iteration 6F (74283.340000 sec): 3 clusters
  Score: Raw -37600828.943741 + Penalty 4131.099488 = -37596697.844252
  nChanged 17750
		SP:Iteration 7F (74285.130000 sec): 3 clusters
  Score: Raw -37611867.800378 + Penalty 4131.099488 = -37607736.700890
  nChanged 14054
		SP:Iteration 8Q (74286.760000 sec): 3 clusters
  Score: Raw -37619235.512381 + Penalty 4131.099488 = -37615104.412892
  nChanged 10638
		SP:Iteration 9Q (74288.340000 sec): 3 clusters
  Score: Raw -37624046.442019 + Penalty 4131.099488 = -37619915.342531
  nChanged 8544
		SP:Iteration 10Q (74289.990000 sec): 3 clusters
  Score: Raw -37627700.950793 + Penalty 4131.099488 = -37623569.851305
  nChanged 7649
		SP:Iteration 11Q (74291.680000 sec): 3 clusters
  Score: Raw -37631100.606856 + Penalty 4131.099488 = -37626969.507368
  nChanged 7387
		SP:Iteration 12Q (74293.290000 sec): 3 clusters
  Score: Raw -37634501.993323 + Penalty 4131.099488 = -37630370.893834
  nChanged 7199
		SP:Iteration 13Q (74294.860000 sec): 3 clusters
  Score: Raw -37637960.371191 + Penalty 4131.099488 = -37633829.271703
  nChanged 6825
		SP:Iteration 14Q (74296.590000 sec): 3 clusters
  Score: Raw -37641349.721726 + Penalty 4131.099488 = -37637218.622238
  nChanged 6347
		SP:Iteration 15Q (74298.180000 sec): 3 clusters
  Score: Raw -37644623.801621 + Penalty 4131.099488 = -37640492.702132
  nChanged 5885
		SP:Iteration 16Q (74299.830000 sec): 3 clusters
  Score: Raw -37647809.721941 + Penalty 4131.099488 = -37643678.622452
  nChanged 5361
		SP:Iteration 17Q (74301.600000 sec): 3 clusters
  Score: Raw -37650910.565686 + Penalty 4131.099488 = -37646779.466198
  nChanged 4729
		SP:Iteration 18Q (74303.430000 sec): 3 clusters
  Score: Raw -37653762.788025 + Penalty 4131.099488 = -37649631.688537
  nChanged 3899
		SP:Iteration 19Q (74305.160000 sec): 3 clusters
  Score: Raw -37656100.282267 + Penalty 4131.099488 = -37651969.182779
  nChanged 3162
		SP:Iteration 20F (74307.010000 sec): 3 clusters
  Score: Raw -37657972.273783 + Penalty 4131.099488 = -37653841.174294
  nChanged 2493
		SP:Iteration 21Q (74308.640000 sec): 3 clusters
  Score: Raw -37659410.165308 + Penalty 4131.099488 = -37655279.065820
  nChanged 1945
		SP:Iteration 22Q (74310.150000 sec): 3 clusters
  Score: Raw -37660529.924475 + Penalty 4131.099488 = -37656398.824986
  nChanged 1504
		SP:Iteration 23Q (74311.600000 sec): 3 clusters
  Score: Raw -37661347.406609 + Penalty 4131.099488 = -37657216.307120
  nChanged 1126
		SP:Iteration 24Q (74313.120000 sec): 3 clusters
  Score: Raw -37661908.190469 + Penalty 4131.099488 = -37657777.090981
  nChanged 882
		SP:Iteration 25Q (74314.600000 sec): 3 clusters
  Score: Raw -37662299.526149 + Penalty 4131.099488 = -37658168.426660
  nChanged 633
		SP:Iteration 26Q (74316.160000 sec): 3 clusters
  Score: Raw -37662541.987742 + Penalty 4131.099488 = -37658410.888254
  nChanged 506
		SP:Iteration 27Q (74317.760000 sec): 3 clusters
  Score: Raw -37662707.475424 + Penalty 4131.099488 = -37658576.375936
  nChanged 395
		SP:Iteration 28Q (74319.410000 sec): 3 clusters
  Score: Raw -37662829.089353 + Penalty 4131.099488 = -37658697.989865
  nChanged 357
		SP:Iteration 29Q (74321.180000 sec): 3 clusters
  Score: Raw -37662930.865234 + Penalty 4131.099488 = -37658799.765746
  nChanged 261
		SP:Iteration 30Q (74322.770000 sec): 3 clusters
  Score: Raw -37662996.333436 + Penalty 4131.099488 = -37658865.233947
  nChanged 198
		SP:Iteration 31Q (74324.070000 sec): 3 clusters
  Score: Raw -37663038.510245 + Penalty 4131.099488 = -37658907.410756
  nChanged 183
		SP:Iteration 32Q (74325.550000 sec): 3 clusters
  Score: Raw -37663078.869063 + Penalty 4131.099488 = -37658947.769575
  nChanged 157
		SP:Iteration 33Q (74326.950000 sec): 3 clusters
  Score: Raw -37663111.178451 + Penalty 4131.099488 = -37658980.078963
  nChanged 114
		SP:Iteration 34Q (74328.360000 sec): 3 clusters
  Score: Raw -37663131.016942 + Penalty 4131.099488 = -37658999.917453
  nChanged 96
		SP:Iteration 35Q (74329.780000 sec): 3 clusters
  Score: Raw -37663144.925637 + Penalty 4131.099488 = -37659013.826149
  nChanged 68
		SP:Iteration 36Q (74331.270000 sec): 3 clusters
  Score: Raw -37663155.727540 + Penalty 4131.099488 = -37659024.628052
  nChanged 72
		SP:Iteration 37Q (74332.810000 sec): 3 clusters
  Score: Raw -37663165.054218 + Penalty 4131.099488 = -37659033.954730
  nChanged 57
		SP:Iteration 38Q (74334.190000 sec): 3 clusters
  Score: Raw -37663172.708359 + Penalty 4131.099488 = -37659041.608871
  nChanged 48
		SP:Iteration 39Q (74335.550000 sec): 3 clusters
  Score: Raw -37663179.634327 + Penalty 4131.099488 = -37659048.534839
  nChanged 50
		SP:Iteration 40F (74337.180000 sec): 3 clusters
  Score: Raw -37663185.249144 + Penalty 4131.099488 = -37659054.149656
  nChanged 41
		SP:Iteration 41Q (74338.500000 sec): 3 clusters
  Score: Raw -37663189.617861 + Penalty 4131.099488 = -37659058.518373
  nChanged 36
		SP:Iteration 42Q (74339.890000 sec): 3 clusters
  Score: Raw -37663193.526378 + Penalty 4131.099488 = -37659062.426890
  nChanged 34
		SP:Iteration 43Q (74341.240000 sec): 3 clusters
  Score: Raw -37663196.765825 + Penalty 4131.099488 = -37659065.666337
  nChanged 23
		SP:Iteration 44Q (74342.670000 sec): 3 clusters
  Score: Raw -37663199.565887 + Penalty 4131.099488 = -37659068.466398
  nChanged 26
		SP:Iteration 45Q (74344.040000 sec): 3 clusters
  Score: Raw -37663202.205327 + Penalty 4131.099488 = -37659071.105838
  nChanged 19
		SP:Iteration 46Q (74345.540000 sec): 3 clusters
  Score: Raw -37663204.022148 + Penalty 4131.099488 = -37659072.922660
  nChanged 22
		SP:Iteration 47Q (74346.950000 sec): 3 clusters
  Score: Raw -37663206.842215 + Penalty 4131.099488 = -37659075.742727
  nChanged 21
		SP:Iteration 48Q (74348.290000 sec): 3 clusters
  Score: Raw -37663208.687259 + Penalty 4131.099488 = -37659077.587770
  nChanged 11
		SP:Iteration 49Q (74349.640000 sec): 3 clusters
  Score: Raw -37663209.508314 + Penalty 4131.099488 = -37659078.408826
  nChanged 9
		SP:Iteration 50Q (74350.990000 sec): 3 clusters
  Score: Raw -37663210.375315 + Penalty 4131.099488 = -37659079.275827
  nChanged 5
		SP:Iteration 51Q (74352.410000 sec): 3 clusters
  Score: Raw -37663210.884179 + Penalty 4131.099488 = -37659079.784690
  nChanged 5
		SP:Iteration 52Q (74353.690000 sec): 3 clusters
  Score: Raw -37663211.315800 + Penalty 4131.099488 = -37659080.216311
  nChanged 7
		SP:Iteration 53Q (74355.080000 sec): 3 clusters
  Score: Raw -37663212.330807 + Penalty 4131.099488 = -37659081.231318
  nChanged 4
		SP:Iteration 54Q (74356.480000 sec): 3 clusters
  Score: Raw -37663212.650760 + Penalty 4131.099488 = -37659081.551272
  nChanged 2
		SP:Iteration 55Q (74357.860000 sec): 3 clusters
  Score: Raw -37663212.815657 + Penalty 4131.099488 = -37659081.716168
  nChanged 3
		SP:Iteration 56Q (74359.240000 sec): 3 clusters
  Score: Raw -37663212.943233 + Penalty 4131.099488 = -37659081.843745
  nChanged 1
		SP:Iteration 57Q (74360.650000 sec): 3 clusters
  Score: Raw -37663213.051920 + Penalty 4131.099488 = -37659081.952431
  nChanged 2
		SP:Iteration 58Q (74361.950000 sec): 3 clusters
  Score: Raw -37663213.185560 + Penalty 4131.099488 = -37659082.086072
  nChanged 4
		SP:Iteration 59Q (74363.200000 sec): 3 clusters
  Score: Raw -37663213.429152 + Penalty 4131.099488 = -37659082.329663
  nChanged 1
		SP:Iteration 60F (74364.840000 sec): 3 clusters
  Score: Raw -37663213.516193 + Penalty 4131.099488 = -37659082.416704
  nChanged 1
		SP:Iteration 61Q (74366.380000 sec): 3 clusters
  Score: Raw -37663213.586006 + Penalty 4131.099488 = -37659082.486518
  nChanged 1
		SP:Iteration 62Q (74368.050000 sec): 3 clusters
  Score: Raw -37663213.714957 + Penalty 4131.099488 = -37659082.615468
  nChanged 1
		SP:Iteration 63Q (74369.580000 sec): 3 clusters
  Score: Raw -37663213.751856 + Penalty 4131.099488 = -37659082.652367
  nChanged 0
		SP:Iteration 64F (74371.280000 sec): 3 clusters
  Score: Raw -37663213.751856 + Penalty 4131.099488 = -37659082.652367
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (75084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74371.800000 sec): 2 clusters
  Score: Raw -8330021.958414 + Penalty 1824.283949 = -8328197.674465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74372.370000 sec): 3 clusters
  Score: Raw -8281779.642689 + Penalty 3648.567899 = -8278131.074790
  nChanged 35588
		SP:Iteration 1F (74372.950000 sec): 3 clusters
  Score: Raw -8302470.157925 + Penalty 3648.567899 = -8298821.590026
  nChanged 3218
		SP:Iteration 2Q (74373.560000 sec): 3 clusters
  Score: Raw -8303594.738682 + Penalty 3648.567899 = -8299946.170783
  nChanged 3769
		SP:Iteration 3F (74374.140000 sec): 3 clusters
  Score: Raw -8305212.025787 + Penalty 3648.567899 = -8301563.457888
  nChanged 4409
		SP:Iteration 4F (74374.770000 sec): 3 clusters
  Score: Raw -8307590.205976 + Penalty 3648.567899 = -8303941.638077
  nChanged 5040
		SP:Iteration 5F (74375.410000 sec): 3 clusters
  Score: Raw -8310646.038251 + Penalty 3648.567899 = -8306997.470352
  nChanged 5032
		SP:Iteration 6F (74376.030000 sec): 3 clusters
  Score: Raw -8313895.140071 + Penalty 3648.567899 = -8310246.572173
  nChanged 4730
		SP:Iteration 7F (74376.600000 sec): 3 clusters
  Score: Raw -8317171.853062 + Penalty 3648.567899 = -8313523.285163
  nChanged 4059
		SP:Iteration 8F (74377.200000 sec): 3 clusters
  Score: Raw -8320140.636839 + Penalty 3648.567899 = -8316492.068941
  nChanged 3323
		SP:Iteration 9Q (74377.830000 sec): 3 clusters
  Score: Raw -8322719.442196 + Penalty 3648.567899 = -8319070.874297
  nChanged 2663
		SP:Iteration 10Q (74378.450000 sec): 3 clusters
  Score: Raw -8324821.378411 + Penalty 3648.567899 = -8321172.810512
  nChanged 2087
		SP:Iteration 11Q (74379.040000 sec): 3 clusters
  Score: Raw -8326427.254385 + Penalty 3648.567899 = -8322778.686486
  nChanged 1611
		SP:Iteration 12Q (74379.640000 sec): 3 clusters
  Score: Raw -8327631.357388 + Penalty 3648.567899 = -8323982.789489
  nChanged 1253
		SP:Iteration 13Q (74380.260000 sec): 3 clusters
  Score: Raw -8328529.252295 + Penalty 3648.567899 = -8324880.684396
  nChanged 890
		SP:Iteration 14Q (74380.830000 sec): 3 clusters
  Score: Raw -8329126.994288 + Penalty 3648.567899 = -8325478.426389
  nChanged 731
		SP:Iteration 15Q (74381.410000 sec): 3 clusters
  Score: Raw -8329598.530318 + Penalty 3648.567899 = -8325949.962419
  nChanged 536
		SP:Iteration 16Q (74381.990000 sec): 3 clusters
  Score: Raw -8329933.094331 + Penalty 3648.567899 = -8326284.526432
  nChanged 436
		SP:Iteration 17Q (74382.560000 sec): 3 clusters
  Score: Raw -8330187.441277 + Penalty 3648.567899 = -8326538.873378
  nChanged 344
		SP:Iteration 18Q (74383.070000 sec): 3 clusters
  Score: Raw -8330367.546635 + Penalty 3648.567899 = -8326718.978736
  nChanged 231
		SP:Iteration 19Q (74383.680000 sec): 3 clusters
  Score: Raw -8330489.810961 + Penalty 3648.567899 = -8326841.243062
  nChanged 179
		SP:Iteration 20F (74384.350000 sec): 3 clusters
  Score: Raw -8330574.638303 + Penalty 3648.567899 = -8326926.070404
  nChanged 126
		SP:Iteration 21Q (74384.920000 sec): 3 clusters
  Score: Raw -8330632.491430 + Penalty 3648.567899 = -8326983.923532
  nChanged 94
		SP:Iteration 22Q (74385.440000 sec): 3 clusters
  Score: Raw -8330670.213814 + Penalty 3648.567899 = -8327021.645915
  nChanged 65
		SP:Iteration 23Q (74385.970000 sec): 3 clusters
  Score: Raw -8330693.213399 + Penalty 3648.567899 = -8327044.645500
  nChanged 67
		SP:Iteration 24Q (74386.460000 sec): 3 clusters
  Score: Raw -8330713.307436 + Penalty 3648.567899 = -8327064.739537
  nChanged 38
		SP:Iteration 25Q (74387.000000 sec): 3 clusters
  Score: Raw -8330725.358407 + Penalty 3648.567899 = -8327076.790508
  nChanged 39
		SP:Iteration 26Q (74387.530000 sec): 3 clusters
  Score: Raw -8330736.591982 + Penalty 3648.567899 = -8327088.024083
  nChanged 29
		SP:Iteration 27Q (74388.140000 sec): 3 clusters
  Score: Raw -8330743.810302 + Penalty 3648.567899 = -8327095.242404
  nChanged 25
		SP:Iteration 28Q (74388.670000 sec): 3 clusters
  Score: Raw -8330751.258434 + Penalty 3648.567899 = -8327102.690535
  nChanged 24
		SP:Iteration 29Q (74389.250000 sec): 3 clusters
  Score: Raw -8330759.258293 + Penalty 3648.567899 = -8327110.690394
  nChanged 26
		SP:Iteration 30Q (74389.850000 sec): 3 clusters
  Score: Raw -8330766.840466 + Penalty 3648.567899 = -8327118.272567
  nChanged 27
		SP:Iteration 31Q (74390.460000 sec): 3 clusters
  Score: Raw -8330774.571927 + Penalty 3648.567899 = -8327126.004028
  nChanged 20
		SP:Iteration 32Q (74391.000000 sec): 3 clusters
  Score: Raw -8330781.289317 + Penalty 3648.567899 = -8327132.721419
  nChanged 23
		SP:Iteration 33Q (74391.530000 sec): 3 clusters
  Score: Raw -8330790.967662 + Penalty 3648.567899 = -8327142.399764
  nChanged 23
		SP:Iteration 34Q (74392.090000 sec): 3 clusters
  Score: Raw -8330798.852110 + Penalty 3648.567899 = -8327150.284211
  nChanged 14
		SP:Iteration 35Q (74392.670000 sec): 3 clusters
  Score: Raw -8330803.986837 + Penalty 3648.567899 = -8327155.418938
  nChanged 18
		SP:Iteration 36Q (74393.240000 sec): 3 clusters
  Score: Raw -8330809.089588 + Penalty 3648.567899 = -8327160.521689
  nChanged 12
		SP:Iteration 37Q (74393.770000 sec): 3 clusters
  Score: Raw -8330811.948372 + Penalty 3648.567899 = -8327163.380473
  nChanged 12
		SP:Iteration 38Q (74394.370000 sec): 3 clusters
  Score: Raw -8330814.945392 + Penalty 3648.567899 = -8327166.377493
  nChanged 8
		SP:Iteration 39Q (74394.980000 sec): 3 clusters
  Score: Raw -8330817.745372 + Penalty 3648.567899 = -8327169.177473
  nChanged 7
		SP:Iteration 40F (74395.530000 sec): 3 clusters
  Score: Raw -8330819.730862 + Penalty 3648.567899 = -8327171.162963
  nChanged 7
		SP:Iteration 41Q (74396.070000 sec): 3 clusters
  Score: Raw -8330822.557417 + Penalty 3648.567899 = -8327173.989518
  nChanged 7
		SP:Iteration 42Q (74396.610000 sec): 3 clusters
  Score: Raw -8330824.439861 + Penalty 3648.567899 = -8327175.871962
  nChanged 7
		SP:Iteration 43Q (74397.140000 sec): 3 clusters
  Score: Raw -8330826.267388 + Penalty 3648.567899 = -8327177.699489
  nChanged 4
		SP:Iteration 44Q (74397.660000 sec): 3 clusters
  Score: Raw -8330827.172113 + Penalty 3648.567899 = -8327178.604214
  nChanged 2
		SP:Iteration 45Q (74398.220000 sec): 3 clusters
  Score: Raw -8330827.553935 + Penalty 3648.567899 = -8327178.986036
  nChanged 2
		SP:Iteration 46Q (74398.730000 sec): 3 clusters
  Score: Raw -8330828.121551 + Penalty 3648.567899 = -8327179.553652
  nChanged 2
		SP:Iteration 47Q (74399.290000 sec): 3 clusters
  Score: Raw -8330828.402482 + Penalty 3648.567899 = -8327179.834583
  nChanged 1
		SP:Iteration 48Q (74399.860000 sec): 3 clusters
  Score: Raw -8330828.449757 + Penalty 3648.567899 = -8327179.881858
  nChanged 0
		SP:Iteration 49F (74400.450000 sec): 3 clusters
  Score: Raw -8330828.449757 + Penalty 3648.567899 = -8327179.881858
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74400.650000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74400.850000 sec): 3 clusters
  Score: Raw -52475.338128 + Penalty 1991.941318 = -50483.396810
  nChanged 114
		SP:Iteration 1F (74401.030000 sec): 3 clusters
  Score: Raw -52617.548183 + Penalty 1991.941318 = -50625.606865
  nChanged 22
		SP:Iteration 2Q (74401.240000 sec): 3 clusters
  Score: Raw -52665.239737 + Penalty 1991.941318 = -50673.298419
  nChanged 8
		SP:Iteration 3Q (74401.410000 sec): 3 clusters
  Score: Raw -52683.825754 + Penalty 1991.941318 = -50691.884436
  nChanged 7
		SP:Iteration 4Q (74401.630000 sec): 3 clusters
  Score: Raw -52692.496531 + Penalty 1991.941318 = -50700.555212
  nChanged 4
		SP:Iteration 5Q (74401.780000 sec): 3 clusters
  Score: Raw -52697.451699 + Penalty 1991.941318 = -50705.510381
  nChanged 1
		SP:Iteration 6Q (74402.010000 sec): 3 clusters
  Score: Raw -52698.518360 + Penalty 1991.941318 = -50706.577042
  nChanged 1
		SP:Iteration 7Q (74402.130000 sec): 3 clusters
  Score: Raw -52700.317599 + Penalty 1991.941318 = -50708.376280
  nChanged 2
		SP:Iteration 8Q (74402.310000 sec): 3 clusters
  Score: Raw -52702.589791 + Penalty 1991.941318 = -50710.648472
  nChanged 2
		SP:Iteration 9Q (74402.490000 sec): 3 clusters
  Score: Raw -52705.150320 + Penalty 1991.941318 = -50713.209001
  nChanged 2
		SP:Iteration 10Q (74402.670000 sec): 3 clusters
  Score: Raw -52707.452001 + Penalty 1991.941318 = -50715.510683
  nChanged 1
		SP:Iteration 11Q (74402.860000 sec): 3 clusters
  Score: Raw -52708.148622 + Penalty 1991.941318 = -50716.207304
  nChanged 0
		SP:Iteration 12F (74403.020000 sec): 3 clusters
  Score: Raw -52708.148622 + Penalty 1991.941318 = -50716.207304
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74403.140000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74403.310000 sec): 3 clusters
  Score: Raw -29108.541374 + Penalty 1844.944986 = -27263.596388
  nChanged 46
		SP:Iteration 1F (74403.550000 sec): 3 clusters
  Score: Raw -29224.182402 + Penalty 1844.944986 = -27379.237417
  nChanged 16
		SP:Iteration 2F (74403.730000 sec): 3 clusters
  Score: Raw -29274.702802 + Penalty 1844.944986 = -27429.757817
  nChanged 13
		SP:Iteration 3Q (74403.890000 sec): 3 clusters
  Score: Raw -29306.458799 + Penalty 1844.944986 = -27461.513813
  nChanged 4
		SP:Iteration 4Q (74404.080000 sec): 3 clusters
  Score: Raw -29312.459241 + Penalty 1844.944986 = -27467.514255
  nChanged 1
		SP:Iteration 5Q (74404.250000 sec): 3 clusters
  Score: Raw -29313.033555 + Penalty 1844.944986 = -27468.088569
  nChanged 0
		SP:Iteration 6F (74404.440000 sec): 3 clusters
  Score: Raw -29313.033555 + Penalty 1844.944986 = -27468.088569
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74404.510000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74404.690000 sec): 3 clusters
  Score: Raw -12498.315936 + Penalty 1653.468809 = -10844.847127
  nChanged 25
		SP:Iteration 1F (74404.890000 sec): 3 clusters
  Score: Raw -12617.005502 + Penalty 1653.468809 = -10963.536693
  nChanged 4
		SP:Iteration 2Q (74405.090000 sec): 3 clusters
  Score: Raw -12631.212057 + Penalty 1653.468809 = -10977.743248
  nChanged 2
		SP:Iteration 3Q (74405.240000 sec): 3 clusters
  Score: Raw -12638.566352 + Penalty 1653.468809 = -10985.097543
  nChanged 1
		SP:Iteration 4Q (74405.420000 sec): 3 clusters
  Score: Raw -12641.924854 + Penalty 1653.468809 = -10988.456045
  nChanged 1
		SP:Iteration 5Q (74405.580000 sec): 3 clusters
  Score: Raw -12644.739454 + Penalty 1653.468809 = -10991.270645
  nChanged 1
		SP:Iteration 6Q (74405.850000 sec): 3 clusters
  Score: Raw -12648.318243 + Penalty 1653.468809 = -10994.849434
  nChanged 0
		SP:Iteration 7F (74406.030000 sec): 3 clusters
  Score: Raw -12648.318243 + Penalty 1653.468809 = -10994.849434
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74406.130000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74406.320000 sec): 3 clusters
  Score: Raw -61374.017349 + Penalty 2044.759970 = -59329.257378
  nChanged 132
		SP:Iteration 1F (74406.520000 sec): 3 clusters
  Score: Raw -61613.220803 + Penalty 2044.759970 = -59568.460832
  nChanged 49
		SP:Iteration 2F (74406.730000 sec): 3 clusters
  Score: Raw -61777.152764 + Penalty 2044.759970 = -59732.392793
  nChanged 36
		SP:Iteration 3F (74406.910000 sec): 3 clusters
  Score: Raw -61854.391911 + Penalty 2044.759970 = -59809.631941
  nChanged 25
		SP:Iteration 4Q (74407.050000 sec): 3 clusters
  Score: Raw -61900.012746 + Penalty 2044.759970 = -59855.252776
  nChanged 16
		SP:Iteration 5Q (74407.200000 sec): 3 clusters
  Score: Raw -61924.073603 + Penalty 2044.759970 = -59879.313632
  nChanged 9
		SP:Iteration 6Q (74407.350000 sec): 3 clusters
  Score: Raw -61939.322472 + Penalty 2044.759970 = -59894.562502
  nChanged 10
		SP:Iteration 7Q (74407.510000 sec): 3 clusters
  Score: Raw -61964.761546 + Penalty 2044.759970 = -59920.001576
  nChanged 4
		SP:Iteration 8Q (74407.660000 sec): 3 clusters
  Score: Raw -61976.359436 + Penalty 2044.759970 = -59931.599466
  nChanged 5
		SP:Iteration 9Q (74407.820000 sec): 3 clusters
  Score: Raw -61987.540247 + Penalty 2044.759970 = -59942.780276
  nChanged 1
		SP:Iteration 10Q (74407.970000 sec): 3 clusters
  Score: Raw -61990.023595 + Penalty 2044.759970 = -59945.263625
  nChanged 1
		SP:Iteration 11Q (74408.180000 sec): 3 clusters
  Score: Raw -61994.402791 + Penalty 2044.759970 = -59949.642821
  nChanged 1
		SP:Iteration 12Q (74408.310000 sec): 3 clusters
  Score: Raw -61996.055568 + Penalty 2044.759970 = -59951.295598
  nChanged 0
		SP:Iteration 13F (74408.470000 sec): 3 clusters
  Score: Raw -61996.055568 + Penalty 2044.759970 = -59951.295598
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74408.570000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74408.770000 sec): 3 clusters
  Score: Raw -19341.962994 + Penalty 1726.791943 = -17615.171051
  nChanged 27
		SP:Iteration 1F (74408.940000 sec): 3 clusters
  Score: Raw -19486.594356 + Penalty 1726.791943 = -17759.802413
  nChanged 11
		SP:Iteration 2F (74409.090000 sec): 3 clusters
  Score: Raw -19594.396334 + Penalty 1726.791943 = -17867.604391
  nChanged 2
		SP:Iteration 3Q (74409.260000 sec): 3 clusters
  Score: Raw -19599.905261 + Penalty 1726.791943 = -17873.113317
  nChanged 1
		SP:Iteration 4Q (74409.410000 sec): 3 clusters
  Score: Raw -19604.594641 + Penalty 1726.791943 = -17877.802698
  nChanged 0
		SP:Iteration 5F (74409.600000 sec): 3 clusters
  Score: Raw -19604.594641 + Penalty 1726.791943 = -17877.802698
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (6980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74409.750000 sec): 2 clusters
  Score: Raw -761480.648091 + Penalty 1438.255682 = -760042.392409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74409.930000 sec): 3 clusters
  Score: Raw -757651.482255 + Penalty 2876.511364 = -754774.970891
  nChanged 2927
		SP:Iteration 1F (74410.170000 sec): 3 clusters
  Score: Raw -759204.319132 + Penalty 2876.511364 = -756327.807769
  nChanged 432
		SP:Iteration 2F (74410.390000 sec): 3 clusters
  Score: Raw -759392.045622 + Penalty 2876.511364 = -756515.534258
  nChanged 341
		SP:Iteration 3Q (74410.590000 sec): 3 clusters
  Score: Raw -759543.426073 + Penalty 2876.511364 = -756666.914710
  nChanged 297
		SP:Iteration 4Q (74410.830000 sec): 3 clusters
  Score: Raw -759660.627029 + Penalty 2876.511364 = -756784.115666
  nChanged 248
		SP:Iteration 5Q (74411.070000 sec): 3 clusters
  Score: Raw -759755.745509 + Penalty 2876.511364 = -756879.234146
  nChanged 239
		SP:Iteration 6Q (74411.280000 sec): 3 clusters
  Score: Raw -759847.709757 + Penalty 2876.511364 = -756971.198394
  nChanged 225
		SP:Iteration 7Q (74411.480000 sec): 3 clusters
  Score: Raw -759944.216112 + Penalty 2876.511364 = -757067.704749
  nChanged 217
		SP:Iteration 8Q (74411.680000 sec): 3 clusters
  Score: Raw -760043.433050 + Penalty 2876.511364 = -757166.921687
  nChanged 219
		SP:Iteration 9Q (74411.880000 sec): 3 clusters
  Score: Raw -760156.583707 + Penalty 2876.511364 = -757280.072343
  nChanged 231
		SP:Iteration 10Q (74412.080000 sec): 3 clusters
  Score: Raw -760276.492696 + Penalty 2876.511364 = -757399.981333
  nChanged 238
		SP:Iteration 11Q (74412.290000 sec): 3 clusters
  Score: Raw -760399.412556 + Penalty 2876.511364 = -757522.901193
  nChanged 229
		SP:Iteration 12Q (74412.470000 sec): 3 clusters
  Score: Raw -760541.721804 + Penalty 2876.511364 = -757665.210441
  nChanged 238
		SP:Iteration 13Q (74412.650000 sec): 3 clusters
  Score: Raw -760685.145714 + Penalty 2876.511364 = -757808.634350
  nChanged 218
		SP:Iteration 14Q (74412.900000 sec): 3 clusters
  Score: Raw -760819.138454 + Penalty 2876.511364 = -757942.627091
  nChanged 216
		SP:Iteration 15Q (74413.120000 sec): 3 clusters
  Score: Raw -760959.032530 + Penalty 2876.511364 = -758082.521166
  nChanged 194
		SP:Iteration 16Q (74413.350000 sec): 3 clusters
  Score: Raw -761088.664425 + Penalty 2876.511364 = -758212.153062
  nChanged 200
		SP:Iteration 17Q (74413.560000 sec): 3 clusters
  Score: Raw -761219.077327 + Penalty 2876.511364 = -758342.565963
  nChanged 191
		SP:Iteration 18Q (74413.720000 sec): 3 clusters
  Score: Raw -761334.024587 + Penalty 2876.511364 = -758457.513223
  nChanged 145
		SP:Iteration 19Q (74413.940000 sec): 3 clusters
  Score: Raw -761412.337131 + Penalty 2876.511364 = -758535.825767
  nChanged 106
		SP:Iteration 20F (74414.110000 sec): 3 clusters
  Score: Raw -761465.656377 + Penalty 2876.511364 = -758589.145013
  nChanged 87
		SP:Iteration 21Q (74414.290000 sec): 3 clusters
  Score: Raw -761506.034900 + Penalty 2876.511364 = -758629.523537
  nChanged 67
		SP:Iteration 22Q (74414.530000 sec): 3 clusters
  Score: Raw -761534.317008 + Penalty 2876.511364 = -758657.805645
  nChanged 64
		SP:Iteration 23Q (74414.740000 sec): 3 clusters
  Score: Raw -761565.112178 + Penalty 2876.511364 = -758688.600814
  nChanged 71
		SP:Iteration 24Q (74414.950000 sec): 3 clusters
  Score: Raw -761597.266128 + Penalty 2876.511364 = -758720.754765
  nChanged 62
		SP:Iteration 25Q (74415.130000 sec): 3 clusters
  Score: Raw -761622.971184 + Penalty 2876.511364 = -758746.459821
  nChanged 48
		SP:Iteration 26Q (74415.340000 sec): 3 clusters
  Score: Raw -761638.725334 + Penalty 2876.511364 = -758762.213970
  nChanged 35
		SP:Iteration 27Q (74415.550000 sec): 3 clusters
  Score: Raw -761649.447021 + Penalty 2876.511364 = -758772.935657
  nChanged 25
		SP:Iteration 28Q (74415.740000 sec): 3 clusters
  Score: Raw -761656.652089 + Penalty 2876.511364 = -758780.140725
  nChanged 21
		SP:Iteration 29Q (74415.940000 sec): 3 clusters
  Score: Raw -761662.612319 + Penalty 2876.511364 = -758786.100956
  nChanged 21
		SP:Iteration 30Q (74416.130000 sec): 3 clusters
  Score: Raw -761667.837868 + Penalty 2876.511364 = -758791.326504
  nChanged 26
		SP:Iteration 31Q (74416.340000 sec): 3 clusters
  Score: Raw -761675.680145 + Penalty 2876.511364 = -758799.168781
  nChanged 22
		SP:Iteration 32Q (74416.550000 sec): 3 clusters
  Score: Raw -761681.580954 + Penalty 2876.511364 = -758805.069590
  nChanged 24
		SP:Iteration 33Q (74416.760000 sec): 3 clusters
  Score: Raw -761688.579297 + Penalty 2876.511364 = -758812.067933
  nChanged 18
		SP:Iteration 34Q (74416.970000 sec): 3 clusters
  Score: Raw -761694.825683 + Penalty 2876.511364 = -758818.314319
  nChanged 20
		SP:Iteration 35Q (74417.160000 sec): 3 clusters
  Score: Raw -761700.313476 + Penalty 2876.511364 = -758823.802113
  nChanged 14
		SP:Iteration 36Q (74417.430000 sec): 3 clusters
  Score: Raw -761704.253552 + Penalty 2876.511364 = -758827.742189
  nChanged 21
		SP:Iteration 37Q (74417.620000 sec): 3 clusters
  Score: Raw -761710.392859 + Penalty 2876.511364 = -758833.881495
  nChanged 18
		SP:Iteration 38Q (74417.820000 sec): 3 clusters
  Score: Raw -761715.003383 + Penalty 2876.511364 = -758838.492019
  nChanged 20
		SP:Iteration 39Q (74417.990000 sec): 3 clusters
  Score: Raw -761722.197903 + Penalty 2876.511364 = -758845.686539
  nChanged 20
		SP:Iteration 40F (74418.180000 sec): 3 clusters
  Score: Raw -761728.644065 + Penalty 2876.511364 = -758852.132702
  nChanged 19
		SP:Iteration 41Q (74418.370000 sec): 3 clusters
  Score: Raw -761734.542368 + Penalty 2876.511364 = -758858.031004
  nChanged 13
		SP:Iteration 42Q (74418.570000 sec): 3 clusters
  Score: Raw -761738.453882 + Penalty 2876.511364 = -758861.942518
  nChanged 12
		SP:Iteration 43Q (74418.790000 sec): 3 clusters
  Score: Raw -761741.154541 + Penalty 2876.511364 = -758864.643177
  nChanged 7
		SP:Iteration 44Q (74418.980000 sec): 3 clusters
  Score: Raw -761742.807310 + Penalty 2876.511364 = -758866.295946
  nChanged 7
		SP:Iteration 45Q (74419.160000 sec): 3 clusters
  Score: Raw -761743.978147 + Penalty 2876.511364 = -758867.466784
  nChanged 3
		SP:Iteration 46Q (74419.410000 sec): 3 clusters
  Score: Raw -761744.619527 + Penalty 2876.511364 = -758868.108163
  nChanged 4
		SP:Iteration 47Q (74419.660000 sec): 3 clusters
  Score: Raw -761745.567911 + Penalty 2876.511364 = -758869.056547
  nChanged 2
		SP:Iteration 48Q (74419.920000 sec): 3 clusters
  Score: Raw -761745.865019 + Penalty 2876.511364 = -758869.353655
  nChanged 0
		SP:Iteration 49F (74420.090000 sec): 3 clusters
  Score: Raw -761745.865019 + Penalty 2876.511364 = -758869.353655
  nChanged 0
Deleting Class 38 (217 points): Lose 2140.420821 but Gain 2316.516361
Iteration 299Q (74510.040000 sec): 61 clusters
  Score: Raw -169117614.440919 + Penalty 138990.981670 = -168978623.459249
  nChanged 492
Iteration 300F (74673.520000 sec): 61 clusters
  Score: Raw -169118203.240001 + Penalty 138990.981670 = -168979212.258331
  nChanged 272
Iteration 301Q (74759.350000 sec): 61 clusters
  Score: Raw -169118212.392859 + Penalty 138990.981670 = -168979221.411189
  nChanged 283
Iteration 302Q (74846.660000 sec): 61 clusters
  Score: Raw -169118219.636664 + Penalty 138990.981670 = -168979228.654994
  nChanged 311
Iteration 303Q (74937.530000 sec): 61 clusters
  Score: Raw -169118227.303361 + Penalty 138990.981670 = -168979236.321691
  nChanged 313
Iteration 304Q (75026.350000 sec): 61 clusters
  Score: Raw -169118235.076350 + Penalty 138990.981670 = -168979244.094680
  nChanged 295
Iteration 305Q (75109.910000 sec): 61 clusters
  Score: Raw -169118242.501449 + Penalty 138990.981670 = -168979251.519779
  nChanged 304
Iteration 306Q (75196.140000 sec): 61 clusters
  Score: Raw -169118249.794022 + Penalty 138990.981670 = -168979258.812352
  nChanged 275
Iteration 307Q (75284.960000 sec): 61 clusters
  Score: Raw -169118256.659859 + Penalty 138990.981670 = -168979265.678189
  nChanged 268
Iteration 308Q (75375.880000 sec): 61 clusters
  Score: Raw -169118263.387216 + Penalty 138990.981670 = -168979272.405546
  nChanged 265
Iteration 309Q (75468.050000 sec): 61 clusters
  Score: Raw -169118269.810824 + Penalty 138990.981670 = -168979278.829154
  nChanged 254
Iteration 310Q (75566.280000 sec): 61 clusters
  Score: Raw -169118275.327780 + Penalty 138990.981670 = -168979284.346110
  nChanged 225
Iteration 311Q (75665.300000 sec): 61 clusters
  Score: Raw -169118280.482275 + Penalty 138990.981670 = -168979289.500605
  nChanged 238
Iteration 312Q (75761.620000 sec): 61 clusters
  Score: Raw -169118285.948842 + Penalty 138990.981670 = -168979294.967172
  nChanged 222
Iteration 313Q (75852.740000 sec): 61 clusters
  Score: Raw -169118291.090578 + Penalty 138990.981670 = -168979300.108908
  nChanged 199
Iteration 314Q (75940.680000 sec): 61 clusters
  Score: Raw -169118296.031638 + Penalty 138990.981670 = -168979305.049967
  nChanged 215
Iteration 315Q (76027.300000 sec): 61 clusters
  Score: Raw -169118300.349811 + Penalty 138990.981670 = -168979309.368141
  nChanged 210
Iteration 316Q (76121.310000 sec): 61 clusters
  Score: Raw -169118303.937493 + Penalty 138990.981670 = -168979312.955823
  nChanged 190
Iteration 317Q (76216.390000 sec): 61 clusters
  Score: Raw -169118307.530521 + Penalty 138990.981670 = -168979316.548851
  nChanged 172
Iteration 318Q (76312.720000 sec): 61 clusters
  Score: Raw -169118310.806665 + Penalty 138990.981670 = -168979319.824995
  nChanged 179
Iteration 319Q (76409.490000 sec): 61 clusters
  Score: Raw -169118314.353139 + Penalty 138990.981670 = -168979323.371468
  nChanged 170
Iteration 320F (76573.190000 sec): 61 clusters
  Score: Raw -169118317.624410 + Penalty 138990.981670 = -168979326.642740
  nChanged 167
Iteration 321Q (76662.360000 sec): 61 clusters
  Score: Raw -169118320.668441 + Penalty 138990.981670 = -168979329.686771
  nChanged 188
Iteration 322Q (76755.310000 sec): 61 clusters
  Score: Raw -169118324.761161 + Penalty 138990.981670 = -168979333.779491
  nChanged 209
Iteration 323Q (76846.320000 sec): 61 clusters
  Score: Raw -169118328.888353 + Penalty 138990.981670 = -168979337.906683
  nChanged 215
Iteration 324Q (76936.210000 sec): 61 clusters
  Score: Raw -169118333.040589 + Penalty 138990.981670 = -168979342.058919
  nChanged 210
Iteration 325Q (77021.480000 sec): 61 clusters
  Score: Raw -169118337.195005 + Penalty 138990.981670 = -168979346.213335
  nChanged 207
Iteration 326Q (77103.380000 sec): 61 clusters
  Score: Raw -169118341.919746 + Penalty 138990.981670 = -168979350.938076
  nChanged 207
Iteration 327Q (77187.980000 sec): 61 clusters
  Score: Raw -169118345.952713 + Penalty 138990.981670 = -168979354.971043
  nChanged 187
Iteration 328Q (77269.170000 sec): 61 clusters
  Score: Raw -169118349.681911 + Penalty 138990.981670 = -168979358.700241
  nChanged 178
Iteration 329Q (77362.500000 sec): 61 clusters
  Score: Raw -169118353.452574 + Penalty 138990.981670 = -168979362.470904
  nChanged 186
Iteration 330Q (77455.130000 sec): 61 clusters
  Score: Raw -169118357.166651 + Penalty 138990.981670 = -168979366.184981
  nChanged 186
Iteration 331Q (77548.570000 sec): 61 clusters
  Score: Raw -169118361.023378 + Penalty 138990.981670 = -168979370.041708
  nChanged 185
Iteration 332Q (77643.560000 sec): 61 clusters
  Score: Raw -169118364.442766 + Penalty 138990.981670 = -168979373.461096
  nChanged 189
Iteration 333Q (77736.030000 sec): 61 clusters
  Score: Raw -169118368.055925 + Penalty 138990.981670 = -168979377.074255
  nChanged 188
Iteration 334Q (77830.550000 sec): 61 clusters
  Score: Raw -169118372.054128 + Penalty 138990.981670 = -168979381.072458
  nChanged 232
Iteration 335Q (77919.860000 sec): 61 clusters
  Score: Raw -169118376.867225 + Penalty 138990.981670 = -168979385.885555
  nChanged 245
Iteration 336Q (77999.990000 sec): 61 clusters
  Score: Raw -169118382.100880 + Penalty 138990.981670 = -168979391.119210
  nChanged 243
Iteration 337Q (78083.200000 sec): 61 clusters
  Score: Raw -169118387.097836 + Penalty 138990.981670 = -168979396.116166
  nChanged 249
Iteration 338Q (78172.290000 sec): 61 clusters
  Score: Raw -169118392.039667 + Penalty 138990.981670 = -168979401.057997
  nChanged 244
Writing temp clu file 
Because OldScore, -168979396.116166, is greater than current (better) Score,-168979401.057997 
 Compute initial score before splitting:   Score: Raw -169118392.039667 + Penalty 138990.981670 = -168979401.057997
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (19232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78172.920000 sec): 2 clusters
  Score: Raw -2248770.230831 + Penalty 1602.953761 = -2247167.277070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78173.240000 sec): 3 clusters
  Score: Raw -2237128.161263 + Penalty 3205.907522 = -2233922.253741
  nChanged 8732
		SP:Iteration 1F (78173.510000 sec): 3 clusters
  Score: Raw -2242016.062798 + Penalty 3205.907522 = -2238810.155276
  nChanged 1046
		SP:Iteration 2F (78173.850000 sec): 3 clusters
  Score: Raw -2242454.150039 + Penalty 3205.907522 = -2239248.242517
  nChanged 1021
		SP:Iteration 3F (78174.140000 sec): 3 clusters
  Score: Raw -2242898.902845 + Penalty 3205.907522 = -2239692.995323
  nChanged 938
		SP:Iteration 4Q (78174.440000 sec): 3 clusters
  Score: Raw -2243321.722731 + Penalty 3205.907522 = -2240115.815209
  nChanged 931
		SP:Iteration 5Q (78174.710000 sec): 3 clusters
  Score: Raw -2243782.699865 + Penalty 3205.907522 = -2240576.792343
  nChanged 956
		SP:Iteration 6Q (78175.020000 sec): 3 clusters
  Score: Raw -2244298.113145 + Penalty 3205.907522 = -2241092.205623
  nChanged 962
		SP:Iteration 7F (78175.350000 sec): 3 clusters
  Score: Raw -2244914.439715 + Penalty 3205.907522 = -2241708.532192
  nChanged 1017
		SP:Iteration 8F (78175.580000 sec): 3 clusters
  Score: Raw -2245623.197314 + Penalty 3205.907522 = -2242417.289792
  nChanged 875
		SP:Iteration 9Q (78175.890000 sec): 3 clusters
  Score: Raw -2246225.524162 + Penalty 3205.907522 = -2243019.616640
  nChanged 713
		SP:Iteration 10Q (78176.160000 sec): 3 clusters
  Score: Raw -2246706.922356 + Penalty 3205.907522 = -2243501.014834
  nChanged 635
		SP:Iteration 11Q (78176.450000 sec): 3 clusters
  Score: Raw -2247125.967595 + Penalty 3205.907522 = -2243920.060073
  nChanged 527
		SP:Iteration 12Q (78176.810000 sec): 3 clusters
  Score: Raw -2247452.584618 + Penalty 3205.907522 = -2244246.677096
  nChanged 450
		SP:Iteration 13Q (78177.070000 sec): 3 clusters
  Score: Raw -2247698.019632 + Penalty 3205.907522 = -2244492.112109
  nChanged 378
		SP:Iteration 14Q (78177.410000 sec): 3 clusters
  Score: Raw -2247889.301542 + Penalty 3205.907522 = -2244683.394019
  nChanged 334
		SP:Iteration 15Q (78177.690000 sec): 3 clusters
  Score: Raw -2248053.097753 + Penalty 3205.907522 = -2244847.190230
  nChanged 281
		SP:Iteration 16Q (78177.990000 sec): 3 clusters
  Score: Raw -2248190.137773 + Penalty 3205.907522 = -2244984.230251
  nChanged 266
		SP:Iteration 17Q (78178.310000 sec): 3 clusters
  Score: Raw -2248322.185563 + Penalty 3205.907522 = -2245116.278041
  nChanged 220
		SP:Iteration 18Q (78178.590000 sec): 3 clusters
  Score: Raw -2248435.733946 + Penalty 3205.907522 = -2245229.826424
  nChanged 193
		SP:Iteration 19Q (78178.880000 sec): 3 clusters
  Score: Raw -2248529.864814 + Penalty 3205.907522 = -2245323.957292
  nChanged 161
		SP:Iteration 20F (78179.160000 sec): 3 clusters
  Score: Raw -2248601.871428 + Penalty 3205.907522 = -2245395.963905
  nChanged 139
		SP:Iteration 21Q (78179.440000 sec): 3 clusters
  Score: Raw -2248663.477800 + Penalty 3205.907522 = -2245457.570278
  nChanged 104
		SP:Iteration 22Q (78179.740000 sec): 3 clusters
  Score: Raw -2248705.272628 + Penalty 3205.907522 = -2245499.365106
  nChanged 83
		SP:Iteration 23Q (78180.020000 sec): 3 clusters
  Score: Raw -2248736.696683 + Penalty 3205.907522 = -2245530.789160
  nChanged 68
		SP:Iteration 24Q (78180.270000 sec): 3 clusters
  Score: Raw -2248771.425667 + Penalty 3205.907522 = -2245565.518145
  nChanged 72
		SP:Iteration 25Q (78180.550000 sec): 3 clusters
  Score: Raw -2248807.790746 + Penalty 3205.907522 = -2245601.883224
  nChanged 75
		SP:Iteration 26Q (78180.850000 sec): 3 clusters
  Score: Raw -2248856.729405 + Penalty 3205.907522 = -2245650.821883
  nChanged 57
		SP:Iteration 27Q (78181.160000 sec): 3 clusters
  Score: Raw -2248888.570297 + Penalty 3205.907522 = -2245682.662775
  nChanged 45
		SP:Iteration 28Q (78181.460000 sec): 3 clusters
  Score: Raw -2248915.510948 + Penalty 3205.907522 = -2245709.603426
  nChanged 36
		SP:Iteration 29Q (78181.740000 sec): 3 clusters
  Score: Raw -2248934.801003 + Penalty 3205.907522 = -2245728.893481
  nChanged 28
		SP:Iteration 30Q (78182.010000 sec): 3 clusters
  Score: Raw -2248951.699669 + Penalty 3205.907522 = -2245745.792147
  nChanged 25
		SP:Iteration 31Q (78182.310000 sec): 3 clusters
  Score: Raw -2248965.103072 + Penalty 3205.907522 = -2245759.195550
  nChanged 13
		SP:Iteration 32Q (78182.580000 sec): 3 clusters
  Score: Raw -2248972.359428 + Penalty 3205.907522 = -2245766.451905
  nChanged 11
		SP:Iteration 33Q (78182.820000 sec): 3 clusters
  Score: Raw -2248977.210581 + Penalty 3205.907522 = -2245771.303058
  nChanged 5
		SP:Iteration 34Q (78183.110000 sec): 3 clusters
  Score: Raw -2248980.548217 + Penalty 3205.907522 = -2245774.640695
  nChanged 5
		SP:Iteration 35Q (78183.360000 sec): 3 clusters
  Score: Raw -2248983.238782 + Penalty 3205.907522 = -2245777.331259
  nChanged 7
		SP:Iteration 36Q (78183.670000 sec): 3 clusters
  Score: Raw -2248985.383788 + Penalty 3205.907522 = -2245779.476266
  nChanged 4
		SP:Iteration 37Q (78183.930000 sec): 3 clusters
  Score: Raw -2248987.378530 + Penalty 3205.907522 = -2245781.471008
  nChanged 1
		SP:Iteration 38Q (78184.180000 sec): 3 clusters
  Score: Raw -2248988.251460 + Penalty 3205.907522 = -2245782.343938
  nChanged 0
		SP:Iteration 39F (78184.510000 sec): 3 clusters
  Score: Raw -2248988.251460 + Penalty 3205.907522 = -2245782.343938
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78184.600000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78184.810000 sec): 3 clusters
  Score: Raw -33237.961301 + Penalty 1878.741643 = -31359.219658
  nChanged 67
		SP:Iteration 1F (78184.990000 sec): 3 clusters
  Score: Raw -33380.205279 + Penalty 1878.741643 = -31501.463636
  nChanged 21
		SP:Iteration 2F (78185.150000 sec): 3 clusters
  Score: Raw -33467.489354 + Penalty 1878.741643 = -31588.747711
  nChanged 19
		SP:Iteration 3F (78185.310000 sec): 3 clusters
  Score: Raw -33553.913861 + Penalty 1878.741643 = -31675.172218
  nChanged 15
		SP:Iteration 4Q (78185.490000 sec): 3 clusters
  Score: Raw -33604.184692 + Penalty 1878.741643 = -31725.443049
  nChanged 9
		SP:Iteration 5Q (78185.640000 sec): 3 clusters
  Score: Raw -33640.597410 + Penalty 1878.741643 = -31761.855767
  nChanged 6
		SP:Iteration 6Q (78185.800000 sec): 3 clusters
  Score: Raw -33664.629746 + Penalty 1878.741643 = -31785.888104
  nChanged 4
		SP:Iteration 7Q (78185.970000 sec): 3 clusters
  Score: Raw -33677.333197 + Penalty 1878.741643 = -31798.591554
  nChanged 1
		SP:Iteration 8Q (78186.130000 sec): 3 clusters
  Score: Raw -33680.652404 + Penalty 1878.741643 = -31801.910762
  nChanged 0
		SP:Iteration 9F (78186.270000 sec): 3 clusters
  Score: Raw -33680.652404 + Penalty 1878.741643 = -31801.910762
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (14031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78186.450000 sec): 2 clusters
  Score: Raw -1594728.408666 + Penalty 1551.716473 = -1593176.692193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78186.690000 sec): 3 clusters
  Score: Raw -1586537.163268 + Penalty 3103.432945 = -1583433.730323
  nChanged 6218
		SP:Iteration 1F (78186.980000 sec): 3 clusters
  Score: Raw -1590058.470411 + Penalty 3103.432945 = -1586955.037466
  nChanged 832
		SP:Iteration 2F (78187.200000 sec): 3 clusters
  Score: Raw -1590442.862543 + Penalty 3103.432945 = -1587339.429598
  nChanged 772
		SP:Iteration 3F (78187.480000 sec): 3 clusters
  Score: Raw -1590782.839470 + Penalty 3103.432945 = -1587679.406524
  nChanged 700
		SP:Iteration 4Q (78187.750000 sec): 3 clusters
  Score: Raw -1591066.940672 + Penalty 3103.432945 = -1587963.507727
  nChanged 565
		SP:Iteration 5Q (78188.080000 sec): 3 clusters
  Score: Raw -1591320.843903 + Penalty 3103.432945 = -1588217.410958
  nChanged 610
		SP:Iteration 6Q (78188.330000 sec): 3 clusters
  Score: Raw -1591604.218872 + Penalty 3103.432945 = -1588500.785927
  nChanged 580
		SP:Iteration 7Q (78188.650000 sec): 3 clusters
  Score: Raw -1591909.883726 + Penalty 3103.432945 = -1588806.450781
  nChanged 590
		SP:Iteration 8Q (78188.900000 sec): 3 clusters
  Score: Raw -1592257.035358 + Penalty 3103.432945 = -1589153.602413
  nChanged 616
		SP:Iteration 9Q (78189.160000 sec): 3 clusters
  Score: Raw -1592606.913380 + Penalty 3103.432945 = -1589503.480435
  nChanged 555
		SP:Iteration 10Q (78189.390000 sec): 3 clusters
  Score: Raw -1592903.959553 + Penalty 3103.432945 = -1589800.526608
  nChanged 464
		SP:Iteration 11Q (78189.650000 sec): 3 clusters
  Score: Raw -1593110.122730 + Penalty 3103.432945 = -1590006.689784
  nChanged 316
		SP:Iteration 12Q (78189.950000 sec): 3 clusters
  Score: Raw -1593219.425448 + Penalty 3103.432945 = -1590115.992503
  nChanged 248
		SP:Iteration 13Q (78190.190000 sec): 3 clusters
  Score: Raw -1593300.051918 + Penalty 3103.432945 = -1590196.618973
  nChanged 216
		SP:Iteration 14Q (78190.440000 sec): 3 clusters
  Score: Raw -1593370.583653 + Penalty 3103.432945 = -1590267.150708
  nChanged 200
		SP:Iteration 15Q (78190.700000 sec): 3 clusters
  Score: Raw -1593433.311562 + Penalty 3103.432945 = -1590329.878616
  nChanged 197
		SP:Iteration 16Q (78190.970000 sec): 3 clusters
  Score: Raw -1593496.510009 + Penalty 3103.432945 = -1590393.077064
  nChanged 208
		SP:Iteration 17Q (78191.300000 sec): 3 clusters
  Score: Raw -1593570.295266 + Penalty 3103.432945 = -1590466.862321
  nChanged 224
		SP:Iteration 18Q (78191.540000 sec): 3 clusters
  Score: Raw -1593658.914786 + Penalty 3103.432945 = -1590555.481841
  nChanged 243
		SP:Iteration 19Q (78191.830000 sec): 3 clusters
  Score: Raw -1593757.084204 + Penalty 3103.432945 = -1590653.651259
  nChanged 256
		SP:Iteration 20F (78192.130000 sec): 3 clusters
  Score: Raw -1593872.883964 + Penalty 3103.432945 = -1590769.451019
  nChanged 229
		SP:Iteration 21Q (78192.360000 sec): 3 clusters
  Score: Raw -1593975.042633 + Penalty 3103.432945 = -1590871.609688
  nChanged 225
		SP:Iteration 22Q (78192.600000 sec): 3 clusters
  Score: Raw -1594077.012035 + Penalty 3103.432945 = -1590973.579090
  nChanged 219
		SP:Iteration 23Q (78192.930000 sec): 3 clusters
  Score: Raw -1594179.644294 + Penalty 3103.432945 = -1591076.211349
  nChanged 236
		SP:Iteration 24Q (78193.150000 sec): 3 clusters
  Score: Raw -1594295.216624 + Penalty 3103.432945 = -1591191.783679
  nChanged 223
		SP:Iteration 25Q (78193.410000 sec): 3 clusters
  Score: Raw -1594405.111510 + Penalty 3103.432945 = -1591301.678565
  nChanged 209
		SP:Iteration 26Q (78193.730000 sec): 3 clusters
  Score: Raw -1594510.263751 + Penalty 3103.432945 = -1591406.830806
  nChanged 182
		SP:Iteration 27Q (78193.970000 sec): 3 clusters
  Score: Raw -1594601.952431 + Penalty 3103.432945 = -1591498.519486
  nChanged 170
		SP:Iteration 28Q (78194.250000 sec): 3 clusters
  Score: Raw -1594685.971680 + Penalty 3103.432945 = -1591582.538735
  nChanged 151
		SP:Iteration 29Q (78194.540000 sec): 3 clusters
  Score: Raw -1594749.046798 + Penalty 3103.432945 = -1591645.613853
  nChanged 133
		SP:Iteration 30Q (78194.750000 sec): 3 clusters
  Score: Raw -1594796.795671 + Penalty 3103.432945 = -1591693.362726
  nChanged 107
		SP:Iteration 31Q (78195.050000 sec): 3 clusters
  Score: Raw -1594833.796235 + Penalty 3103.432945 = -1591730.363290
  nChanged 96
		SP:Iteration 32Q (78195.280000 sec): 3 clusters
  Score: Raw -1594869.002418 + Penalty 3103.432945 = -1591765.569473
  nChanged 77
		SP:Iteration 33Q (78195.520000 sec): 3 clusters
  Score: Raw -1594892.390707 + Penalty 3103.432945 = -1591788.957762
  nChanged 62
		SP:Iteration 34Q (78195.780000 sec): 3 clusters
  Score: Raw -1594906.770264 + Penalty 3103.432945 = -1591803.337319
  nChanged 46
		SP:Iteration 35Q (78196.010000 sec): 3 clusters
  Score: Raw -1594917.975010 + Penalty 3103.432945 = -1591814.542065
  nChanged 43
		SP:Iteration 36Q (78196.300000 sec): 3 clusters
  Score: Raw -1594927.456292 + Penalty 3103.432945 = -1591824.023347
  nChanged 37
		SP:Iteration 37Q (78196.550000 sec): 3 clusters
  Score: Raw -1594934.353552 + Penalty 3103.432945 = -1591830.920607
  nChanged 28
		SP:Iteration 38Q (78196.860000 sec): 3 clusters
  Score: Raw -1594940.176469 + Penalty 3103.432945 = -1591836.743524
  nChanged 30
		SP:Iteration 39Q (78197.170000 sec): 3 clusters
  Score: Raw -1594948.112089 + Penalty 3103.432945 = -1591844.679144
  nChanged 30
		SP:Iteration 40F (78197.450000 sec): 3 clusters
  Score: Raw -1594957.778098 + Penalty 3103.432945 = -1591854.345153
  nChanged 40
		SP:Iteration 41Q (78197.750000 sec): 3 clusters
  Score: Raw -1594966.823250 + Penalty 3103.432945 = -1591863.390305
  nChanged 27
		SP:Iteration 42Q (78198.050000 sec): 3 clusters
  Score: Raw -1594971.908486 + Penalty 3103.432945 = -1591868.475541
  nChanged 24
		SP:Iteration 43Q (78198.330000 sec): 3 clusters
  Score: Raw -1594977.774822 + Penalty 3103.432945 = -1591874.341877
  nChanged 20
		SP:Iteration 44Q (78198.590000 sec): 3 clusters
  Score: Raw -1594981.563517 + Penalty 3103.432945 = -1591878.130572
  nChanged 18
		SP:Iteration 45Q (78198.870000 sec): 3 clusters
  Score: Raw -1594985.072977 + Penalty 3103.432945 = -1591881.640032
  nChanged 19
		SP:Iteration 46Q (78199.180000 sec): 3 clusters
  Score: Raw -1594988.704027 + Penalty 3103.432945 = -1591885.271082
  nChanged 16
		SP:Iteration 47Q (78199.440000 sec): 3 clusters
  Score: Raw -1594991.691031 + Penalty 3103.432945 = -1591888.258086
  nChanged 14
		SP:Iteration 48Q (78199.670000 sec): 3 clusters
  Score: Raw -1594994.611163 + Penalty 3103.432945 = -1591891.178218
  nChanged 15
		SP:Iteration 49Q (78199.950000 sec): 3 clusters
  Score: Raw -1594998.462191 + Penalty 3103.432945 = -1591895.029246
  nChanged 18
		SP:Iteration 50Q (78200.250000 sec): 3 clusters
  Score: Raw -1595003.035279 + Penalty 3103.432945 = -1591899.602333
  nChanged 25
		SP:Iteration 51Q (78200.500000 sec): 3 clusters
  Score: Raw -1595010.471703 + Penalty 3103.432945 = -1591907.038758
  nChanged 28
		SP:Iteration 52Q (78200.820000 sec): 3 clusters
  Score: Raw -1595016.195736 + Penalty 3103.432945 = -1591912.762791
  nChanged 23
		SP:Iteration 53Q (78201.170000 sec): 3 clusters
  Score: Raw -1595022.231219 + Penalty 3103.432945 = -1591918.798274
  nChanged 31
		SP:Iteration 54Q (78201.410000 sec): 3 clusters
  Score: Raw -1595030.745307 + Penalty 3103.432945 = -1591927.312362
  nChanged 19
		SP:Iteration 55Q (78201.620000 sec): 3 clusters
  Score: Raw -1595035.486389 + Penalty 3103.432945 = -1591932.053444
  nChanged 28
		SP:Iteration 56Q (78201.840000 sec): 3 clusters
  Score: Raw -1595043.382774 + Penalty 3103.432945 = -1591939.949829
  nChanged 17
		SP:Iteration 57Q (78202.040000 sec): 3 clusters
  Score: Raw -1595047.653394 + Penalty 3103.432945 = -1591944.220449
  nChanged 17
		SP:Iteration 58Q (78202.330000 sec): 3 clusters
  Score: Raw -1595050.831572 + Penalty 3103.432945 = -1591947.398627
  nChanged 12
		SP:Iteration 59Q (78202.580000 sec): 3 clusters
  Score: Raw -1595053.573672 + Penalty 3103.432945 = -1591950.140727
  nChanged 11
		SP:Iteration 60F (78202.810000 sec): 3 clusters
  Score: Raw -1595055.589881 + Penalty 3103.432945 = -1591952.156936
  nChanged 10
		SP:Iteration 61Q (78203.030000 sec): 3 clusters
  Score: Raw -1595057.333331 + Penalty 3103.432945 = -1591953.900386
  nChanged 8
		SP:Iteration 62Q (78203.350000 sec): 3 clusters
  Score: Raw -1595058.484176 + Penalty 3103.432945 = -1591955.051230
  nChanged 6
		SP:Iteration 63Q (78203.550000 sec): 3 clusters
  Score: Raw -1595060.284879 + Penalty 3103.432945 = -1591956.851934
  nChanged 8
		SP:Iteration 64Q (78203.830000 sec): 3 clusters
  Score: Raw -1595061.889616 + Penalty 3103.432945 = -1591958.456671
  nChanged 8
		SP:Iteration 65Q (78204.090000 sec): 3 clusters
  Score: Raw -1595063.443443 + Penalty 3103.432945 = -1591960.010498
  nChanged 7
		SP:Iteration 66Q (78204.300000 sec): 3 clusters
  Score: Raw -1595064.761995 + Penalty 3103.432945 = -1591961.329050
  nChanged 10
		SP:Iteration 67Q (78204.570000 sec): 3 clusters
  Score: Raw -1595067.481269 + Penalty 3103.432945 = -1591964.048324
  nChanged 5
		SP:Iteration 68Q (78204.750000 sec): 3 clusters
  Score: Raw -1595068.414587 + Penalty 3103.432945 = -1591964.981642
  nChanged 4
		SP:Iteration 69Q (78204.950000 sec): 3 clusters
  Score: Raw -1595069.088664 + Penalty 3103.432945 = -1591965.655719
  nChanged 2
		SP:Iteration 70Q (78205.180000 sec): 3 clusters
  Score: Raw -1595069.210045 + Penalty 3103.432945 = -1591965.777100
  nChanged 0
		SP:Iteration 71F (78205.430000 sec): 3 clusters
  Score: Raw -1595069.210045 + Penalty 3103.432945 = -1591965.777100
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (16932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78205.680000 sec): 2 clusters
  Score: Raw -2074234.306181 + Penalty 1582.256098 = -2072652.050083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78205.940000 sec): 3 clusters
  Score: Raw -2064062.684761 + Penalty 3164.512196 = -2060898.172565
  nChanged 7567
		SP:Iteration 1F (78206.220000 sec): 3 clusters
  Score: Raw -2068354.380553 + Penalty 3164.512196 = -2065189.868357
  nChanged 892
		SP:Iteration 2F (78206.460000 sec): 3 clusters
  Score: Raw -2068686.381054 + Penalty 3164.512196 = -2065521.868859
  nChanged 818
		SP:Iteration 3Q (78206.730000 sec): 3 clusters
  Score: Raw -2069031.886534 + Penalty 3164.512196 = -2065867.374339
  nChanged 788
		SP:Iteration 4Q (78207.040000 sec): 3 clusters
  Score: Raw -2069391.875955 + Penalty 3164.512196 = -2066227.363760
  nChanged 803
		SP:Iteration 5Q (78207.310000 sec): 3 clusters
  Score: Raw -2069803.127902 + Penalty 3164.512196 = -2066638.615707
  nChanged 831
		SP:Iteration 6Q (78207.610000 sec): 3 clusters
  Score: Raw -2070305.525695 + Penalty 3164.512196 = -2067141.013499
  nChanged 907
		SP:Iteration 7F (78207.880000 sec): 3 clusters
  Score: Raw -2070932.186978 + Penalty 3164.512196 = -2067767.674783
  nChanged 926
		SP:Iteration 8F (78208.170000 sec): 3 clusters
  Score: Raw -2071524.648321 + Penalty 3164.512196 = -2068360.136125
  nChanged 822
		SP:Iteration 9Q (78208.410000 sec): 3 clusters
  Score: Raw -2072040.953810 + Penalty 3164.512196 = -2068876.441615
  nChanged 744
		SP:Iteration 10Q (78208.760000 sec): 3 clusters
  Score: Raw -2072449.232953 + Penalty 3164.512196 = -2069284.720757
  nChanged 597
		SP:Iteration 11Q (78208.990000 sec): 3 clusters
  Score: Raw -2072680.580854 + Penalty 3164.512196 = -2069516.068658
  nChanged 406
		SP:Iteration 12Q (78209.280000 sec): 3 clusters
  Score: Raw -2072816.087749 + Penalty 3164.512196 = -2069651.575553
  nChanged 305
		SP:Iteration 13Q (78209.590000 sec): 3 clusters
  Score: Raw -2072913.797682 + Penalty 3164.512196 = -2069749.285486
  nChanged 245
		SP:Iteration 14Q (78209.870000 sec): 3 clusters
  Score: Raw -2072992.613720 + Penalty 3164.512196 = -2069828.101524
  nChanged 247
		SP:Iteration 15Q (78210.130000 sec): 3 clusters
  Score: Raw -2073070.858773 + Penalty 3164.512196 = -2069906.346577
  nChanged 221
		SP:Iteration 16Q (78210.430000 sec): 3 clusters
  Score: Raw -2073130.533244 + Penalty 3164.512196 = -2069966.021048
  nChanged 212
		SP:Iteration 17Q (78210.680000 sec): 3 clusters
  Score: Raw -2073198.481827 + Penalty 3164.512196 = -2070033.969632
  nChanged 241
		SP:Iteration 18Q (78210.940000 sec): 3 clusters
  Score: Raw -2073272.883479 + Penalty 3164.512196 = -2070108.371283
  nChanged 211
		SP:Iteration 19Q (78211.200000 sec): 3 clusters
  Score: Raw -2073339.442471 + Penalty 3164.512196 = -2070174.930275
  nChanged 225
		SP:Iteration 20F (78211.430000 sec): 3 clusters
  Score: Raw -2073401.981120 + Penalty 3164.512196 = -2070237.468924
  nChanged 197
		SP:Iteration 21Q (78211.690000 sec): 3 clusters
  Score: Raw -2073462.667244 + Penalty 3164.512196 = -2070298.155048
  nChanged 177
		SP:Iteration 22Q (78211.990000 sec): 3 clusters
  Score: Raw -2073506.504366 + Penalty 3164.512196 = -2070341.992170
  nChanged 155
		SP:Iteration 23Q (78212.290000 sec): 3 clusters
  Score: Raw -2073540.434693 + Penalty 3164.512196 = -2070375.922497
  nChanged 150
		SP:Iteration 24Q (78212.580000 sec): 3 clusters
  Score: Raw -2073575.823003 + Penalty 3164.512196 = -2070411.310808
  nChanged 153
		SP:Iteration 25Q (78212.820000 sec): 3 clusters
  Score: Raw -2073616.956729 + Penalty 3164.512196 = -2070452.444534
  nChanged 140
		SP:Iteration 26Q (78213.130000 sec): 3 clusters
  Score: Raw -2073647.890665 + Penalty 3164.512196 = -2070483.378470
  nChanged 128
		SP:Iteration 27Q (78213.410000 sec): 3 clusters
  Score: Raw -2073680.721178 + Penalty 3164.512196 = -2070516.208983
  nChanged 123
		SP:Iteration 28Q (78213.670000 sec): 3 clusters
  Score: Raw -2073711.161032 + Penalty 3164.512196 = -2070546.648836
  nChanged 127
		SP:Iteration 29Q (78213.970000 sec): 3 clusters
  Score: Raw -2073737.485007 + Penalty 3164.512196 = -2070572.972811
  nChanged 120
		SP:Iteration 30Q (78214.190000 sec): 3 clusters
  Score: Raw -2073762.876498 + Penalty 3164.512196 = -2070598.364302
  nChanged 132
		SP:Iteration 31Q (78214.460000 sec): 3 clusters
  Score: Raw -2073788.550334 + Penalty 3164.512196 = -2070624.038139
  nChanged 99
		SP:Iteration 32Q (78214.740000 sec): 3 clusters
  Score: Raw -2073806.823379 + Penalty 3164.512196 = -2070642.311184
  nChanged 99
		SP:Iteration 33Q (78215.020000 sec): 3 clusters
  Score: Raw -2073827.093899 + Penalty 3164.512196 = -2070662.581704
  nChanged 110
		SP:Iteration 34Q (78215.330000 sec): 3 clusters
  Score: Raw -2073851.933279 + Penalty 3164.512196 = -2070687.421084
  nChanged 122
		SP:Iteration 35Q (78215.630000 sec): 3 clusters
  Score: Raw -2073880.102949 + Penalty 3164.512196 = -2070715.590754
  nChanged 123
		SP:Iteration 36Q (78215.880000 sec): 3 clusters
  Score: Raw -2073904.706386 + Penalty 3164.512196 = -2070740.194190
  nChanged 111
		SP:Iteration 37Q (78216.180000 sec): 3 clusters
  Score: Raw -2073926.376172 + Penalty 3164.512196 = -2070761.863977
  nChanged 102
		SP:Iteration 38Q (78216.510000 sec): 3 clusters
  Score: Raw -2073949.639596 + Penalty 3164.512196 = -2070785.127400
  nChanged 116
		SP:Iteration 39Q (78216.770000 sec): 3 clusters
  Score: Raw -2073975.430475 + Penalty 3164.512196 = -2070810.918280
  nChanged 107
		SP:Iteration 40F (78217.030000 sec): 3 clusters
  Score: Raw -2073998.667242 + Penalty 3164.512196 = -2070834.155047
  nChanged 115
		SP:Iteration 41Q (78217.290000 sec): 3 clusters
  Score: Raw -2074022.714521 + Penalty 3164.512196 = -2070858.202325
  nChanged 107
		SP:Iteration 42Q (78217.570000 sec): 3 clusters
  Score: Raw -2074047.505317 + Penalty 3164.512196 = -2070882.993122
  nChanged 124
		SP:Iteration 43Q (78217.820000 sec): 3 clusters
  Score: Raw -2074073.986729 + Penalty 3164.512196 = -2070909.474533
  nChanged 118
		SP:Iteration 44Q (78218.090000 sec): 3 clusters
  Score: Raw -2074098.897528 + Penalty 3164.512196 = -2070934.385332
  nChanged 116
		SP:Iteration 45Q (78218.350000 sec): 3 clusters
  Score: Raw -2074124.090289 + Penalty 3164.512196 = -2070959.578093
  nChanged 110
		SP:Iteration 46Q (78218.670000 sec): 3 clusters
  Score: Raw -2074145.883218 + Penalty 3164.512196 = -2070981.371023
  nChanged 100
		SP:Iteration 47Q (78218.900000 sec): 3 clusters
  Score: Raw -2074165.977178 + Penalty 3164.512196 = -2071001.464983
  nChanged 107
		SP:Iteration 48Q (78219.100000 sec): 3 clusters
  Score: Raw -2074187.501420 + Penalty 3164.512196 = -2071022.989225
  nChanged 102
		SP:Iteration 49Q (78219.330000 sec): 3 clusters
  Score: Raw -2074206.105556 + Penalty 3164.512196 = -2071041.593360
  nChanged 95
		SP:Iteration 50Q (78219.570000 sec): 3 clusters
  Score: Raw -2074224.104547 + Penalty 3164.512196 = -2071059.592352
  nChanged 94
		SP:Iteration 51Q (78219.860000 sec): 3 clusters
  Score: Raw -2074244.337048 + Penalty 3164.512196 = -2071079.824852
  nChanged 114
		SP:Iteration 52Q (78220.060000 sec): 3 clusters
  Score: Raw -2074272.020105 + Penalty 3164.512196 = -2071107.507910
  nChanged 111
		SP:Iteration 53Q (78220.280000 sec): 3 clusters
  Score: Raw -2074297.571693 + Penalty 3164.512196 = -2071133.059498
  nChanged 106
		SP:Iteration 54Q (78220.520000 sec): 3 clusters
  Score: Raw -2074327.347670 + Penalty 3164.512196 = -2071162.835475
  nChanged 117
		SP:Iteration 55Q (78220.800000 sec): 3 clusters
  Score: Raw -2074364.742279 + Penalty 3164.512196 = -2071200.230084
  nChanged 140
		SP:Iteration 56Q (78221.060000 sec): 3 clusters
  Score: Raw -2074409.677977 + Penalty 3164.512196 = -2071245.165782
  nChanged 151
		SP:Iteration 57Q (78221.310000 sec): 3 clusters
  Score: Raw -2074460.722503 + Penalty 3164.512196 = -2071296.210308
  nChanged 146
		SP:Iteration 58Q (78221.550000 sec): 3 clusters
  Score: Raw -2074510.842833 + Penalty 3164.512196 = -2071346.330637
  nChanged 141
		SP:Iteration 59Q (78221.850000 sec): 3 clusters
  Score: Raw -2074555.394333 + Penalty 3164.512196 = -2071390.882137
  nChanged 134
		SP:Iteration 60F (78222.110000 sec): 3 clusters
  Score: Raw -2074595.960596 + Penalty 3164.512196 = -2071431.448400
  nChanged 104
		SP:Iteration 61Q (78222.410000 sec): 3 clusters
  Score: Raw -2074621.905588 + Penalty 3164.512196 = -2071457.393393
  nChanged 102
		SP:Iteration 62Q (78222.680000 sec): 3 clusters
  Score: Raw -2074649.457295 + Penalty 3164.512196 = -2071484.945099
  nChanged 102
		SP:Iteration 63Q (78222.950000 sec): 3 clusters
  Score: Raw -2074671.807344 + Penalty 3164.512196 = -2071507.295148
  nChanged 77
		SP:Iteration 64Q (78223.270000 sec): 3 clusters
  Score: Raw -2074684.982361 + Penalty 3164.512196 = -2071520.470165
  nChanged 58
		SP:Iteration 65Q (78223.580000 sec): 3 clusters
  Score: Raw -2074694.141475 + Penalty 3164.512196 = -2071529.629279
  nChanged 43
		SP:Iteration 66Q (78223.850000 sec): 3 clusters
  Score: Raw -2074700.680177 + Penalty 3164.512196 = -2071536.167981
  nChanged 47
		SP:Iteration 67Q (78224.100000 sec): 3 clusters
  Score: Raw -2074707.981138 + Penalty 3164.512196 = -2071543.468942
  nChanged 57
		SP:Iteration 68Q (78224.370000 sec): 3 clusters
  Score: Raw -2074718.934687 + Penalty 3164.512196 = -2071554.422492
  nChanged 72
		SP:Iteration 69Q (78224.620000 sec): 3 clusters
  Score: Raw -2074733.731398 + Penalty 3164.512196 = -2071569.219202
  nChanged 71
		SP:Iteration 70Q (78224.870000 sec): 3 clusters
  Score: Raw -2074748.758881 + Penalty 3164.512196 = -2071584.246686
  nChanged 67
		SP:Iteration 71Q (78225.220000 sec): 3 clusters
  Score: Raw -2074762.795402 + Penalty 3164.512196 = -2071598.283206
  nChanged 60
		SP:Iteration 72Q (78225.490000 sec): 3 clusters
  Score: Raw -2074775.817705 + Penalty 3164.512196 = -2071611.305510
  nChanged 61
		SP:Iteration 73Q (78225.790000 sec): 3 clusters
  Score: Raw -2074786.708405 + Penalty 3164.512196 = -2071622.196209
  nChanged 50
		SP:Iteration 74Q (78226.060000 sec): 3 clusters
  Score: Raw -2074794.193037 + Penalty 3164.512196 = -2071629.680842
  nChanged 41
		SP:Iteration 75Q (78226.340000 sec): 3 clusters
  Score: Raw -2074800.121283 + Penalty 3164.512196 = -2071635.609087
  nChanged 30
		SP:Iteration 76Q (78226.590000 sec): 3 clusters
  Score: Raw -2074804.910389 + Penalty 3164.512196 = -2071640.398193
  nChanged 31
		SP:Iteration 77Q (78226.860000 sec): 3 clusters
  Score: Raw -2074808.773345 + Penalty 3164.512196 = -2071644.261149
  nChanged 25
		SP:Iteration 78Q (78227.080000 sec): 3 clusters
  Score: Raw -2074812.194226 + Penalty 3164.512196 = -2071647.682031
  nChanged 27
		SP:Iteration 79Q (78227.390000 sec): 3 clusters
  Score: Raw -2074815.279973 + Penalty 3164.512196 = -2071650.767777
  nChanged 20
		SP:Iteration 80F (78227.630000 sec): 3 clusters
  Score: Raw -2074818.711226 + Penalty 3164.512196 = -2071654.199030
  nChanged 32
		SP:Iteration 81Q (78227.960000 sec): 3 clusters
  Score: Raw -2074826.127391 + Penalty 3164.512196 = -2071661.615195
  nChanged 39
		SP:Iteration 82Q (78228.170000 sec): 3 clusters
  Score: Raw -2074833.634360 + Penalty 3164.512196 = -2071669.122164
  nChanged 37
		SP:Iteration 83Q (78228.440000 sec): 3 clusters
  Score: Raw -2074839.850299 + Penalty 3164.512196 = -2071675.338103
  nChanged 40
		SP:Iteration 84Q (78228.750000 sec): 3 clusters
  Score: Raw -2074845.997248 + Penalty 3164.512196 = -2071681.485052
  nChanged 41
		SP:Iteration 85Q (78229.010000 sec): 3 clusters
  Score: Raw -2074854.655658 + Penalty 3164.512196 = -2071690.143462
  nChanged 40
		SP:Iteration 86Q (78229.200000 sec): 3 clusters
  Score: Raw -2074861.917725 + Penalty 3164.512196 = -2071697.405529
  nChanged 35
		SP:Iteration 87Q (78229.460000 sec): 3 clusters
  Score: Raw -2074869.145946 + Penalty 3164.512196 = -2071704.633750
  nChanged 39
		SP:Iteration 88Q (78229.650000 sec): 3 clusters
  Score: Raw -2074878.169448 + Penalty 3164.512196 = -2071713.657252
  nChanged 47
		SP:Iteration 89Q (78229.940000 sec): 3 clusters
  Score: Raw -2074886.468059 + Penalty 3164.512196 = -2071721.955863
  nChanged 42
		SP:Iteration 90Q (78230.170000 sec): 3 clusters
  Score: Raw -2074894.858764 + Penalty 3164.512196 = -2071730.346568
  nChanged 44
		SP:Iteration 91Q (78230.410000 sec): 3 clusters
  Score: Raw -2074904.255964 + Penalty 3164.512196 = -2071739.743769
  nChanged 49
		SP:Iteration 92Q (78230.650000 sec): 3 clusters
  Score: Raw -2074913.816307 + Penalty 3164.512196 = -2071749.304112
  nChanged 39
		SP:Iteration 93Q (78230.880000 sec): 3 clusters
  Score: Raw -2074920.159766 + Penalty 3164.512196 = -2071755.647570
  nChanged 34
		SP:Iteration 94Q (78231.130000 sec): 3 clusters
  Score: Raw -2074928.007947 + Penalty 3164.512196 = -2071763.495751
  nChanged 46
		SP:Iteration 95Q (78231.370000 sec): 3 clusters
  Score: Raw -2074939.150674 + Penalty 3164.512196 = -2071774.638479
  nChanged 41
		SP:Iteration 96Q (78231.600000 sec): 3 clusters
  Score: Raw -2074946.462711 + Penalty 3164.512196 = -2071781.950516
  nChanged 29
		SP:Iteration 97Q (78231.880000 sec): 3 clusters
  Score: Raw -2074949.954899 + Penalty 3164.512196 = -2071785.442703
  nChanged 16
		SP:Iteration 98Q (78232.160000 sec): 3 clusters
  Score: Raw -2074951.891982 + Penalty 3164.512196 = -2071787.379787
  nChanged 16
		SP:Iteration 99Q (78232.380000 sec): 3 clusters
  Score: Raw -2074953.888180 + Penalty 3164.512196 = -2071789.375985
  nChanged 12
		SP:Iteration 100F (78232.640000 sec): 3 clusters
  Score: Raw -2074955.389364 + Penalty 3164.512196 = -2071790.877168
  nChanged 15
		SP:Iteration 101Q (78232.920000 sec): 3 clusters
  Score: Raw -2074956.700370 + Penalty 3164.512196 = -2071792.188175
  nChanged 11
		SP:Iteration 102Q (78233.200000 sec): 3 clusters
  Score: Raw -2074957.550079 + Penalty 3164.512196 = -2071793.037884
  nChanged 3
		SP:Iteration 103Q (78233.440000 sec): 3 clusters
  Score: Raw -2074957.773459 + Penalty 3164.512196 = -2071793.261264
  nChanged 5
		SP:Iteration 104Q (78233.690000 sec): 3 clusters
  Score: Raw -2074958.159003 + Penalty 3164.512196 = -2071793.646808
  nChanged 5
		SP:Iteration 105Q (78233.950000 sec): 3 clusters
  Score: Raw -2074958.784008 + Penalty 3164.512196 = -2071794.271812
  nChanged 2
		SP:Iteration 106Q (78234.240000 sec): 3 clusters
  Score: Raw -2074958.939938 + Penalty 3164.512196 = -2071794.427743
  nChanged 1
		SP:Iteration 107Q (78234.510000 sec): 3 clusters
  Score: Raw -2074959.063269 + Penalty 3164.512196 = -2071794.551074
  nChanged 0
		SP:Iteration 108F (78234.720000 sec): 3 clusters
  Score: Raw -2074959.063269 + Penalty 3164.512196 = -2071794.551074
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (21379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78234.900000 sec): 2 clusters
  Score: Raw -2388060.897695 + Penalty 1620.151717 = -2386440.745978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78235.210000 sec): 3 clusters
  Score: Raw -2375160.967102 + Penalty 3240.303434 = -2371920.663669
  nChanged 9641
		SP:Iteration 1F (78235.460000 sec): 3 clusters
  Score: Raw -2380595.556182 + Penalty 3240.303434 = -2377355.252749
  nChanged 1248
		SP:Iteration 2F (78235.770000 sec): 3 clusters
  Score: Raw -2381189.469220 + Penalty 3240.303434 = -2377949.165786
  nChanged 1329
		SP:Iteration 3F (78236.040000 sec): 3 clusters
  Score: Raw -2381846.121446 + Penalty 3240.303434 = -2378605.818012
  nChanged 1247
		SP:Iteration 4F (78236.300000 sec): 3 clusters
  Score: Raw -2382453.224972 + Penalty 3240.303434 = -2379212.921539
  nChanged 1074
		SP:Iteration 5F (78236.650000 sec): 3 clusters
  Score: Raw -2382986.526238 + Penalty 3240.303434 = -2379746.222804
  nChanged 1069
		SP:Iteration 6F (78236.910000 sec): 3 clusters
  Score: Raw -2383547.609960 + Penalty 3240.303434 = -2380307.306527
  nChanged 953
		SP:Iteration 7Q (78237.220000 sec): 3 clusters
  Score: Raw -2384107.833260 + Penalty 3240.303434 = -2380867.529826
  nChanged 964
		SP:Iteration 8Q (78237.570000 sec): 3 clusters
  Score: Raw -2384748.122940 + Penalty 3240.303434 = -2381507.819506
  nChanged 841
		SP:Iteration 9Q (78237.810000 sec): 3 clusters
  Score: Raw -2385332.750511 + Penalty 3240.303434 = -2382092.447078
  nChanged 771
		SP:Iteration 10Q (78238.110000 sec): 3 clusters
  Score: Raw -2385845.993605 + Penalty 3240.303434 = -2382605.690172
  nChanged 633
		SP:Iteration 11Q (78238.420000 sec): 3 clusters
  Score: Raw -2386195.151907 + Penalty 3240.303434 = -2382954.848474
  nChanged 459
		SP:Iteration 12Q (78238.700000 sec): 3 clusters
  Score: Raw -2386407.690556 + Penalty 3240.303434 = -2383167.387122
  nChanged 366
		SP:Iteration 13Q (78238.960000 sec): 3 clusters
  Score: Raw -2386561.710434 + Penalty 3240.303434 = -2383321.407001
  nChanged 309
		SP:Iteration 14Q (78239.250000 sec): 3 clusters
  Score: Raw -2386692.159934 + Penalty 3240.303434 = -2383451.856500
  nChanged 277
		SP:Iteration 15Q (78239.520000 sec): 3 clusters
  Score: Raw -2386808.317794 + Penalty 3240.303434 = -2383568.014361
  nChanged 284
		SP:Iteration 16Q (78239.760000 sec): 3 clusters
  Score: Raw -2386929.387022 + Penalty 3240.303434 = -2383689.083588
  nChanged 260
		SP:Iteration 17Q (78240.050000 sec): 3 clusters
  Score: Raw -2387036.984279 + Penalty 3240.303434 = -2383796.680846
  nChanged 244
		SP:Iteration 18Q (78240.340000 sec): 3 clusters
  Score: Raw -2387136.298935 + Penalty 3240.303434 = -2383895.995502
  nChanged 233
		SP:Iteration 19Q (78240.610000 sec): 3 clusters
  Score: Raw -2387229.525623 + Penalty 3240.303434 = -2383989.222190
  nChanged 221
		SP:Iteration 20F (78240.910000 sec): 3 clusters
  Score: Raw -2387315.432832 + Penalty 3240.303434 = -2384075.129398
  nChanged 212
		SP:Iteration 21Q (78241.170000 sec): 3 clusters
  Score: Raw -2387405.478442 + Penalty 3240.303434 = -2384165.175009
  nChanged 193
		SP:Iteration 22Q (78241.440000 sec): 3 clusters
  Score: Raw -2387487.022142 + Penalty 3240.303434 = -2384246.718709
  nChanged 186
		SP:Iteration 23Q (78241.720000 sec): 3 clusters
  Score: Raw -2387562.496730 + Penalty 3240.303434 = -2384322.193297
  nChanged 157
		SP:Iteration 24Q (78241.970000 sec): 3 clusters
  Score: Raw -2387621.119494 + Penalty 3240.303434 = -2384380.816060
  nChanged 140
		SP:Iteration 25Q (78242.250000 sec): 3 clusters
  Score: Raw -2387674.529064 + Penalty 3240.303434 = -2384434.225631
  nChanged 149
		SP:Iteration 26Q (78242.470000 sec): 3 clusters
  Score: Raw -2387737.788831 + Penalty 3240.303434 = -2384497.485397
  nChanged 146
		SP:Iteration 27Q (78242.740000 sec): 3 clusters
  Score: Raw -2387803.308177 + Penalty 3240.303434 = -2384563.004743
  nChanged 129
		SP:Iteration 28Q (78243.010000 sec): 3 clusters
  Score: Raw -2387861.697400 + Penalty 3240.303434 = -2384621.393966
  nChanged 123
		SP:Iteration 29Q (78243.260000 sec): 3 clusters
  Score: Raw -2387910.046674 + Penalty 3240.303434 = -2384669.743240
  nChanged 97
		SP:Iteration 30Q (78243.500000 sec): 3 clusters
  Score: Raw -2387953.199085 + Penalty 3240.303434 = -2384712.895651
  nChanged 100
		SP:Iteration 31Q (78243.790000 sec): 3 clusters
  Score: Raw -2387997.321858 + Penalty 3240.303434 = -2384757.018425
  nChanged 92
		SP:Iteration 32Q (78244.040000 sec): 3 clusters
  Score: Raw -2388038.678652 + Penalty 3240.303434 = -2384798.375219
  nChanged 81
		SP:Iteration 33Q (78244.270000 sec): 3 clusters
  Score: Raw -2388071.465347 + Penalty 3240.303434 = -2384831.161913
  nChanged 68
		SP:Iteration 34Q (78244.560000 sec): 3 clusters
  Score: Raw -2388101.544856 + Penalty 3240.303434 = -2384861.241423
  nChanged 70
		SP:Iteration 35Q (78244.850000 sec): 3 clusters
  Score: Raw -2388136.981784 + Penalty 3240.303434 = -2384896.678351
  nChanged 69
		SP:Iteration 36Q (78245.120000 sec): 3 clusters
  Score: Raw -2388162.507623 + Penalty 3240.303434 = -2384922.204189
  nChanged 45
		SP:Iteration 37Q (78245.380000 sec): 3 clusters
  Score: Raw -2388178.310029 + Penalty 3240.303434 = -2384938.006595
  nChanged 41
		SP:Iteration 38Q (78245.680000 sec): 3 clusters
  Score: Raw -2388194.790769 + Penalty 3240.303434 = -2384954.487335
  nChanged 32
		SP:Iteration 39Q (78245.950000 sec): 3 clusters
  Score: Raw -2388207.982635 + Penalty 3240.303434 = -2384967.679201
  nChanged 25
		SP:Iteration 40F (78246.220000 sec): 3 clusters
  Score: Raw -2388216.971058 + Penalty 3240.303434 = -2384976.667625
  nChanged 27
		SP:Iteration 41Q (78246.530000 sec): 3 clusters
  Score: Raw -2388225.548156 + Penalty 3240.303434 = -2384985.244723
  nChanged 23
		SP:Iteration 42Q (78246.780000 sec): 3 clusters
  Score: Raw -2388233.851347 + Penalty 3240.303434 = -2384993.547913
  nChanged 20
		SP:Iteration 43Q (78247.060000 sec): 3 clusters
  Score: Raw -2388241.863658 + Penalty 3240.303434 = -2385001.560225
  nChanged 27
		SP:Iteration 44Q (78247.390000 sec): 3 clusters
  Score: Raw -2388253.500096 + Penalty 3240.303434 = -2385013.196663
  nChanged 17
		SP:Iteration 45Q (78247.680000 sec): 3 clusters
  Score: Raw -2388259.573414 + Penalty 3240.303434 = -2385019.269981
  nChanged 17
		SP:Iteration 46Q (78247.940000 sec): 3 clusters
  Score: Raw -2388265.752947 + Penalty 3240.303434 = -2385025.449513
  nChanged 19
		SP:Iteration 47Q (78248.180000 sec): 3 clusters
  Score: Raw -2388273.489032 + Penalty 3240.303434 = -2385033.185598
  nChanged 14
		SP:Iteration 48Q (78248.450000 sec): 3 clusters
  Score: Raw -2388280.652376 + Penalty 3240.303434 = -2385040.348943
  nChanged 15
		SP:Iteration 49Q (78248.700000 sec): 3 clusters
  Score: Raw -2388287.624346 + Penalty 3240.303434 = -2385047.320913
  nChanged 15
		SP:Iteration 50Q (78248.990000 sec): 3 clusters
  Score: Raw -2388293.219118 + Penalty 3240.303434 = -2385052.915684
  nChanged 14
		SP:Iteration 51Q (78249.260000 sec): 3 clusters
  Score: Raw -2388297.847681 + Penalty 3240.303434 = -2385057.544248
  nChanged 12
		SP:Iteration 52Q (78249.480000 sec): 3 clusters
  Score: Raw -2388302.549139 + Penalty 3240.303434 = -2385062.245706
  nChanged 12
		SP:Iteration 53Q (78249.770000 sec): 3 clusters
  Score: Raw -2388307.730621 + Penalty 3240.303434 = -2385067.427187
  nChanged 15
		SP:Iteration 54Q (78250.010000 sec): 3 clusters
  Score: Raw -2388313.961605 + Penalty 3240.303434 = -2385073.658172
  nChanged 16
		SP:Iteration 55Q (78250.320000 sec): 3 clusters
  Score: Raw -2388319.659901 + Penalty 3240.303434 = -2385079.356468
  nChanged 10
		SP:Iteration 56Q (78250.550000 sec): 3 clusters
  Score: Raw -2388323.207867 + Penalty 3240.303434 = -2385082.904433
  nChanged 10
		SP:Iteration 57Q (78250.790000 sec): 3 clusters
  Score: Raw -2388326.775323 + Penalty 3240.303434 = -2385086.471889
  nChanged 7
		SP:Iteration 58Q (78251.100000 sec): 3 clusters
  Score: Raw -2388328.757578 + Penalty 3240.303434 = -2385088.454144
  nChanged 3
		SP:Iteration 59Q (78251.370000 sec): 3 clusters
  Score: Raw -2388329.639883 + Penalty 3240.303434 = -2385089.336450
  nChanged 4
		SP:Iteration 60F (78251.680000 sec): 3 clusters
  Score: Raw -2388331.136148 + Penalty 3240.303434 = -2385090.832714
  nChanged 1
		SP:Iteration 61Q (78251.920000 sec): 3 clusters
  Score: Raw -2388331.612349 + Penalty 3240.303434 = -2385091.308916
  nChanged 2
		SP:Iteration 62Q (78252.170000 sec): 3 clusters
  Score: Raw -2388332.874584 + Penalty 3240.303434 = -2385092.571150
  nChanged 7
		SP:Iteration 63Q (78252.450000 sec): 3 clusters
  Score: Raw -2388335.323504 + Penalty 3240.303434 = -2385095.020071
  nChanged 7
		SP:Iteration 64Q (78252.690000 sec): 3 clusters
  Score: Raw -2388338.596512 + Penalty 3240.303434 = -2385098.293079
  nChanged 6
		SP:Iteration 65Q (78253.000000 sec): 3 clusters
  Score: Raw -2388341.818404 + Penalty 3240.303434 = -2385101.514971
  nChanged 5
		SP:Iteration 66Q (78253.280000 sec): 3 clusters
  Score: Raw -2388343.479229 + Penalty 3240.303434 = -2385103.175795
  nChanged 4
		SP:Iteration 67Q (78253.520000 sec): 3 clusters
  Score: Raw -2388345.022067 + Penalty 3240.303434 = -2385104.718633
  nChanged 6
		SP:Iteration 68Q (78253.870000 sec): 3 clusters
  Score: Raw -2388347.041572 + Penalty 3240.303434 = -2385106.738138
  nChanged 3
		SP:Iteration 69Q (78254.190000 sec): 3 clusters
  Score: Raw -2388348.293186 + Penalty 3240.303434 = -2385107.989752
  nChanged 3
		SP:Iteration 70Q (78254.480000 sec): 3 clusters
  Score: Raw -2388349.250182 + Penalty 3240.303434 = -2385108.946748
  nChanged 1
		SP:Iteration 71Q (78254.710000 sec): 3 clusters
  Score: Raw -2388349.448565 + Penalty 3240.303434 = -2385109.145131
  nChanged 2
		SP:Iteration 72Q (78254.970000 sec): 3 clusters
  Score: Raw -2388349.840713 + Penalty 3240.303434 = -2385109.537279
  nChanged 1
		SP:Iteration 73Q (78255.250000 sec): 3 clusters
  Score: Raw -2388350.188981 + Penalty 3240.303434 = -2385109.885548
  nChanged 1
		SP:Iteration 74Q (78255.500000 sec): 3 clusters
  Score: Raw -2388350.464006 + Penalty 3240.303434 = -2385110.160573
  nChanged 2
		SP:Iteration 75Q (78255.780000 sec): 3 clusters
  Score: Raw -2388351.570079 + Penalty 3240.303434 = -2385111.266646
  nChanged 1
		SP:Iteration 76Q (78256.050000 sec): 3 clusters
  Score: Raw -2388351.774446 + Penalty 3240.303434 = -2385111.471013
  nChanged 0
		SP:Iteration 77F (78256.280000 sec): 3 clusters
  Score: Raw -2388351.774446 + Penalty 3240.303434 = -2385111.471013
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (31144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78256.540000 sec): 2 clusters
  Score: Raw -3704193.916914 + Penalty 1681.286245 = -3702512.630669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78256.860000 sec): 3 clusters
  Score: Raw -3684834.522616 + Penalty 3362.572489 = -3681471.950127
  nChanged 14326
		SP:Iteration 1F (78257.230000 sec): 3 clusters
  Score: Raw -3692720.112313 + Penalty 3362.572489 = -3689357.539824
  nChanged 1439
		SP:Iteration 2Q (78257.560000 sec): 3 clusters
  Score: Raw -3693246.028595 + Penalty 3362.572489 = -3689883.456106
  nChanged 1498
		SP:Iteration 3Q (78257.890000 sec): 3 clusters
  Score: Raw -3693875.441383 + Penalty 3362.572489 = -3690512.868894
  nChanged 1563
		SP:Iteration 4F (78258.270000 sec): 3 clusters
  Score: Raw -3694562.098687 + Penalty 3362.572489 = -3691199.526198
  nChanged 1588
		SP:Iteration 5F (78258.620000 sec): 3 clusters
  Score: Raw -3695368.446432 + Penalty 3362.572489 = -3692005.873943
  nChanged 1645
		SP:Iteration 6F (78258.950000 sec): 3 clusters
  Score: Raw -3696243.950448 + Penalty 3362.572489 = -3692881.377959
  nChanged 1668
		SP:Iteration 7F (78259.290000 sec): 3 clusters
  Score: Raw -3697246.154450 + Penalty 3362.572489 = -3693883.581961
  nChanged 1651
		SP:Iteration 8F (78259.590000 sec): 3 clusters
  Score: Raw -3698308.436798 + Penalty 3362.572489 = -3694945.864309
  nChanged 1583
		SP:Iteration 9F (78259.960000 sec): 3 clusters
  Score: Raw -3699277.415591 + Penalty 3362.572489 = -3695914.843102
  nChanged 1417
		SP:Iteration 10Q (78260.310000 sec): 3 clusters
  Score: Raw -3700029.492839 + Penalty 3362.572489 = -3696666.920350
  nChanged 1112
		SP:Iteration 11Q (78260.670000 sec): 3 clusters
  Score: Raw -3700559.078550 + Penalty 3362.572489 = -3697196.506061
  nChanged 897
		SP:Iteration 12Q (78261.050000 sec): 3 clusters
  Score: Raw -3700910.787612 + Penalty 3362.572489 = -3697548.215123
  nChanged 696
		SP:Iteration 13Q (78261.430000 sec): 3 clusters
  Score: Raw -3701128.835721 + Penalty 3362.572489 = -3697766.263232
  nChanged 524
		SP:Iteration 14Q (78261.710000 sec): 3 clusters
  Score: Raw -3701275.428302 + Penalty 3362.572489 = -3697912.855813
  nChanged 457
		SP:Iteration 15Q (78262.060000 sec): 3 clusters
  Score: Raw -3701412.045626 + Penalty 3362.572489 = -3698049.473137
  nChanged 422
		SP:Iteration 16Q (78262.390000 sec): 3 clusters
  Score: Raw -3701533.960161 + Penalty 3362.572489 = -3698171.387672
  nChanged 398
		SP:Iteration 17Q (78262.700000 sec): 3 clusters
  Score: Raw -3701640.272945 + Penalty 3362.572489 = -3698277.700456
  nChanged 368
		SP:Iteration 18Q (78263.070000 sec): 3 clusters
  Score: Raw -3701739.577080 + Penalty 3362.572489 = -3698377.004591
  nChanged 359
		SP:Iteration 19Q (78263.430000 sec): 3 clusters
  Score: Raw -3701828.546070 + Penalty 3362.572489 = -3698465.973581
  nChanged 334
		SP:Iteration 20F (78263.760000 sec): 3 clusters
  Score: Raw -3701909.274474 + Penalty 3362.572489 = -3698546.701985
  nChanged 294
		SP:Iteration 21Q (78264.110000 sec): 3 clusters
  Score: Raw -3701973.461267 + Penalty 3362.572489 = -3698610.888778
  nChanged 274
		SP:Iteration 22Q (78264.500000 sec): 3 clusters
  Score: Raw -3702029.548728 + Penalty 3362.572489 = -3698666.976239
  nChanged 249
		SP:Iteration 23Q (78264.830000 sec): 3 clusters
  Score: Raw -3702082.151574 + Penalty 3362.572489 = -3698719.579085
  nChanged 241
		SP:Iteration 24Q (78265.230000 sec): 3 clusters
  Score: Raw -3702129.532981 + Penalty 3362.572489 = -3698766.960492
  nChanged 242
		SP:Iteration 25Q (78265.550000 sec): 3 clusters
  Score: Raw -3702178.518963 + Penalty 3362.572489 = -3698815.946474
  nChanged 250
		SP:Iteration 26Q (78265.900000 sec): 3 clusters
  Score: Raw -3702226.790649 + Penalty 3362.572489 = -3698864.218160
  nChanged 207
		SP:Iteration 27Q (78266.260000 sec): 3 clusters
  Score: Raw -3702260.132215 + Penalty 3362.572489 = -3698897.559726
  nChanged 182
		SP:Iteration 28Q (78266.560000 sec): 3 clusters
  Score: Raw -3702288.375107 + Penalty 3362.572489 = -3698925.802618
  nChanged 154
		SP:Iteration 29Q (78266.950000 sec): 3 clusters
  Score: Raw -3702311.269662 + Penalty 3362.572489 = -3698948.697173
  nChanged 131
		SP:Iteration 30Q (78267.250000 sec): 3 clusters
  Score: Raw -3702327.307609 + Penalty 3362.572489 = -3698964.735120
  nChanged 98
		SP:Iteration 31Q (78267.590000 sec): 3 clusters
  Score: Raw -3702339.433765 + Penalty 3362.572489 = -3698976.861276
  nChanged 98
		SP:Iteration 32Q (78267.870000 sec): 3 clusters
  Score: Raw -3702352.211045 + Penalty 3362.572489 = -3698989.638556
  nChanged 111
		SP:Iteration 33Q (78268.160000 sec): 3 clusters
  Score: Raw -3702367.481533 + Penalty 3362.572489 = -3699004.909044
  nChanged 117
		SP:Iteration 34Q (78268.470000 sec): 3 clusters
  Score: Raw -3702382.808352 + Penalty 3362.572489 = -3699020.235863
  nChanged 106
		SP:Iteration 35Q (78268.820000 sec): 3 clusters
  Score: Raw -3702396.620628 + Penalty 3362.572489 = -3699034.048139
  nChanged 108
		SP:Iteration 36Q (78269.160000 sec): 3 clusters
  Score: Raw -3702410.881644 + Penalty 3362.572489 = -3699048.309155
  nChanged 100
		SP:Iteration 37Q (78269.460000 sec): 3 clusters
  Score: Raw -3702422.409954 + Penalty 3362.572489 = -3699059.837465
  nChanged 100
		SP:Iteration 38Q (78269.740000 sec): 3 clusters
  Score: Raw -3702435.104494 + Penalty 3362.572489 = -3699072.532005
  nChanged 106
		SP:Iteration 39Q (78270.080000 sec): 3 clusters
  Score: Raw -3702448.451803 + Penalty 3362.572489 = -3699085.879314
  nChanged 108
		SP:Iteration 40F (78270.390000 sec): 3 clusters
  Score: Raw -3702463.708662 + Penalty 3362.572489 = -3699101.136173
  nChanged 117
		SP:Iteration 41Q (78270.700000 sec): 3 clusters
  Score: Raw -3702478.421769 + Penalty 3362.572489 = -3699115.849280
  nChanged 105
		SP:Iteration 42Q (78271.020000 sec): 3 clusters
  Score: Raw -3702489.907942 + Penalty 3362.572489 = -3699127.335453
  nChanged 100
		SP:Iteration 43Q (78271.270000 sec): 3 clusters
  Score: Raw -3702501.899159 + Penalty 3362.572489 = -3699139.326670
  nChanged 102
		SP:Iteration 44Q (78271.590000 sec): 3 clusters
  Score: Raw -3702513.187257 + Penalty 3362.572489 = -3699150.614768
  nChanged 113
		SP:Iteration 45Q (78271.880000 sec): 3 clusters
  Score: Raw -3702527.315892 + Penalty 3362.572489 = -3699164.743403
  nChanged 121
		SP:Iteration 46Q (78272.150000 sec): 3 clusters
  Score: Raw -3702541.690080 + Penalty 3362.572489 = -3699179.117591
  nChanged 120
		SP:Iteration 47Q (78272.530000 sec): 3 clusters
  Score: Raw -3702558.676270 + Penalty 3362.572489 = -3699196.103781
  nChanged 118
		SP:Iteration 48Q (78272.840000 sec): 3 clusters
  Score: Raw -3702577.031732 + Penalty 3362.572489 = -3699214.459243
  nChanged 140
		SP:Iteration 49Q (78273.110000 sec): 3 clusters
  Score: Raw -3702600.518708 + Penalty 3362.572489 = -3699237.946219
  nChanged 148
		SP:Iteration 50Q (78273.460000 sec): 3 clusters
  Score: Raw -3702625.794757 + Penalty 3362.572489 = -3699263.222268
  nChanged 145
		SP:Iteration 51Q (78273.790000 sec): 3 clusters
  Score: Raw -3702648.280644 + Penalty 3362.572489 = -3699285.708155
  nChanged 154
		SP:Iteration 52Q (78274.060000 sec): 3 clusters
  Score: Raw -3702671.455298 + Penalty 3362.572489 = -3699308.882809
  nChanged 165
		SP:Iteration 53Q (78274.380000 sec): 3 clusters
  Score: Raw -3702696.885096 + Penalty 3362.572489 = -3699334.312607
  nChanged 145
		SP:Iteration 54Q (78274.680000 sec): 3 clusters
  Score: Raw -3702716.085441 + Penalty 3362.572489 = -3699353.512952
  nChanged 121
		SP:Iteration 55Q (78275.020000 sec): 3 clusters
  Score: Raw -3702730.650329 + Penalty 3362.572489 = -3699368.077840
  nChanged 114
		SP:Iteration 56Q (78275.350000 sec): 3 clusters
  Score: Raw -3702744.957114 + Penalty 3362.572489 = -3699382.384625
  nChanged 94
		SP:Iteration 57Q (78275.680000 sec): 3 clusters
  Score: Raw -3702756.062125 + Penalty 3362.572489 = -3699393.489636
  nChanged 98
		SP:Iteration 58Q (78276.020000 sec): 3 clusters
  Score: Raw -3702769.304743 + Penalty 3362.572489 = -3699406.732254
  nChanged 106
		SP:Iteration 59Q (78276.410000 sec): 3 clusters
  Score: Raw -3702783.203259 + Penalty 3362.572489 = -3699420.630770
  nChanged 94
		SP:Iteration 60F (78276.750000 sec): 3 clusters
  Score: Raw -3702793.859322 + Penalty 3362.572489 = -3699431.286833
  nChanged 96
		SP:Iteration 61Q (78277.060000 sec): 3 clusters
  Score: Raw -3702802.877704 + Penalty 3362.572489 = -3699440.305215
  nChanged 93
		SP:Iteration 62Q (78277.390000 sec): 3 clusters
  Score: Raw -3702811.125035 + Penalty 3362.572489 = -3699448.552546
  nChanged 78
		SP:Iteration 63Q (78277.730000 sec): 3 clusters
  Score: Raw -3702818.837386 + Penalty 3362.572489 = -3699456.264897
  nChanged 76
		SP:Iteration 64Q (78278.060000 sec): 3 clusters
  Score: Raw -3702827.108898 + Penalty 3362.572489 = -3699464.536409
  nChanged 79
		SP:Iteration 65Q (78278.410000 sec): 3 clusters
  Score: Raw -3702835.347920 + Penalty 3362.572489 = -3699472.775431
  nChanged 78
		SP:Iteration 66Q (78278.760000 sec): 3 clusters
  Score: Raw -3702843.855758 + Penalty 3362.572489 = -3699481.283269
  nChanged 65
		SP:Iteration 67Q (78279.060000 sec): 3 clusters
  Score: Raw -3702850.018354 + Penalty 3362.572489 = -3699487.445865
  nChanged 55
		SP:Iteration 68Q (78279.410000 sec): 3 clusters
  Score: Raw -3702854.360934 + Penalty 3362.572489 = -3699491.788445
  nChanged 54
		SP:Iteration 69Q (78279.720000 sec): 3 clusters
  Score: Raw -3702859.487665 + Penalty 3362.572489 = -3699496.915176
  nChanged 49
		SP:Iteration 70Q (78280.030000 sec): 3 clusters
  Score: Raw -3702864.515201 + Penalty 3362.572489 = -3699501.942712
  nChanged 65
		SP:Iteration 71Q (78280.350000 sec): 3 clusters
  Score: Raw -3702871.228873 + Penalty 3362.572489 = -3699508.656384
  nChanged 70
		SP:Iteration 72Q (78280.650000 sec): 3 clusters
  Score: Raw -3702878.688825 + Penalty 3362.572489 = -3699516.116336
  nChanged 78
		SP:Iteration 73Q (78281.000000 sec): 3 clusters
  Score: Raw -3702887.528907 + Penalty 3362.572489 = -3699524.956418
  nChanged 87
		SP:Iteration 74Q (78281.300000 sec): 3 clusters
  Score: Raw -3702897.465194 + Penalty 3362.572489 = -3699534.892705
  nChanged 95
		SP:Iteration 75Q (78281.630000 sec): 3 clusters
  Score: Raw -3702911.614461 + Penalty 3362.572489 = -3699549.041972
  nChanged 109
		SP:Iteration 76Q (78281.940000 sec): 3 clusters
  Score: Raw -3702928.713080 + Penalty 3362.572489 = -3699566.140591
  nChanged 103
		SP:Iteration 77Q (78282.290000 sec): 3 clusters
  Score: Raw -3702943.225064 + Penalty 3362.572489 = -3699580.652575
  nChanged 87
		SP:Iteration 78Q (78282.550000 sec): 3 clusters
  Score: Raw -3702953.813481 + Penalty 3362.572489 = -3699591.240992
  nChanged 81
		SP:Iteration 79Q (78282.860000 sec): 3 clusters
  Score: Raw -3702965.528911 + Penalty 3362.572489 = -3699602.956422
  nChanged 95
		SP:Iteration 80F (78283.190000 sec): 3 clusters
  Score: Raw -3702980.307734 + Penalty 3362.572489 = -3699617.735244
  nChanged 99
		SP:Iteration 81Q (78283.570000 sec): 3 clusters
  Score: Raw -3702993.104130 + Penalty 3362.572489 = -3699630.531641
  nChanged 109
		SP:Iteration 82Q (78283.890000 sec): 3 clusters
  Score: Raw -3703009.645869 + Penalty 3362.572489 = -3699647.073380
  nChanged 119
		SP:Iteration 83Q (78284.250000 sec): 3 clusters
  Score: Raw -3703029.144544 + Penalty 3362.572489 = -3699666.572055
  nChanged 122
		SP:Iteration 84Q (78284.590000 sec): 3 clusters
  Score: Raw -3703049.362350 + Penalty 3362.572489 = -3699686.789861
  nChanged 116
		SP:Iteration 85Q (78284.920000 sec): 3 clusters
  Score: Raw -3703067.168406 + Penalty 3362.572489 = -3699704.595917
  nChanged 106
		SP:Iteration 86Q (78285.250000 sec): 3 clusters
  Score: Raw -3703081.480724 + Penalty 3362.572489 = -3699718.908235
  nChanged 93
		SP:Iteration 87Q (78285.610000 sec): 3 clusters
  Score: Raw -3703093.739526 + Penalty 3362.572489 = -3699731.167037
  nChanged 97
		SP:Iteration 88Q (78285.930000 sec): 3 clusters
  Score: Raw -3703106.460067 + Penalty 3362.572489 = -3699743.887578
  nChanged 96
		SP:Iteration 89Q (78286.270000 sec): 3 clusters
  Score: Raw -3703118.929143 + Penalty 3362.572489 = -3699756.356654
  nChanged 100
		SP:Iteration 90Q (78286.630000 sec): 3 clusters
  Score: Raw -3703131.792236 + Penalty 3362.572489 = -3699769.219747
  nChanged 98
		SP:Iteration 91Q (78286.940000 sec): 3 clusters
  Score: Raw -3703145.551314 + Penalty 3362.572489 = -3699782.978825
  nChanged 107
		SP:Iteration 92Q (78287.230000 sec): 3 clusters
  Score: Raw -3703163.486332 + Penalty 3362.572489 = -3699800.913843
  nChanged 106
		SP:Iteration 93Q (78287.530000 sec): 3 clusters
  Score: Raw -3703181.142779 + Penalty 3362.572489 = -3699818.570290
  nChanged 118
		SP:Iteration 94Q (78287.830000 sec): 3 clusters
  Score: Raw -3703200.267623 + Penalty 3362.572489 = -3699837.695134
  nChanged 115
		SP:Iteration 95Q (78288.130000 sec): 3 clusters
  Score: Raw -3703221.867002 + Penalty 3362.572489 = -3699859.294512
  nChanged 122
		SP:Iteration 96Q (78288.490000 sec): 3 clusters
  Score: Raw -3703246.691148 + Penalty 3362.572489 = -3699884.118659
  nChanged 126
		SP:Iteration 97Q (78288.770000 sec): 3 clusters
  Score: Raw -3703272.643705 + Penalty 3362.572489 = -3699910.071216
  nChanged 122
		SP:Iteration 98Q (78289.110000 sec): 3 clusters
  Score: Raw -3703297.655034 + Penalty 3362.572489 = -3699935.082545
  nChanged 134
		SP:Iteration 99Q (78289.410000 sec): 3 clusters
  Score: Raw -3703324.018752 + Penalty 3362.572489 = -3699961.446263
  nChanged 123
		SP:Iteration 100F (78289.750000 sec): 3 clusters
  Score: Raw -3703353.747717 + Penalty 3362.572489 = -3699991.175228
  nChanged 149
		SP:Iteration 101Q (78290.030000 sec): 3 clusters
  Score: Raw -3703390.832369 + Penalty 3362.572489 = -3700028.259880
  nChanged 170
		SP:Iteration 102Q (78290.310000 sec): 3 clusters
  Score: Raw -3703438.129449 + Penalty 3362.572489 = -3700075.556960
  nChanged 183
		SP:Iteration 103Q (78290.610000 sec): 3 clusters
  Score: Raw -3703492.965673 + Penalty 3362.572489 = -3700130.393184
  nChanged 174
		SP:Iteration 104Q (78290.900000 sec): 3 clusters
  Score: Raw -3703546.759599 + Penalty 3362.572489 = -3700184.187110
  nChanged 202
		SP:Iteration 105Q (78291.200000 sec): 3 clusters
  Score: Raw -3703618.740851 + Penalty 3362.572489 = -3700256.168362
  nChanged 208
		SP:Iteration 106Q (78291.540000 sec): 3 clusters
  Score: Raw -3703694.625178 + Penalty 3362.572489 = -3700332.052689
  nChanged 212
		SP:Iteration 107Q (78291.810000 sec): 3 clusters
  Score: Raw -3703784.538810 + Penalty 3362.572489 = -3700421.966321
  nChanged 242
		SP:Iteration 108Q (78292.070000 sec): 3 clusters
  Score: Raw -3703889.119413 + Penalty 3362.572489 = -3700526.546924
  nChanged 225
		SP:Iteration 109Q (78292.350000 sec): 3 clusters
  Score: Raw -3703986.464584 + Penalty 3362.572489 = -3700623.892095
  nChanged 214
		SP:Iteration 110Q (78292.670000 sec): 3 clusters
  Score: Raw -3704070.910834 + Penalty 3362.572489 = -3700708.338345
  nChanged 222
		SP:Iteration 111Q (78292.920000 sec): 3 clusters
  Score: Raw -3704171.631615 + Penalty 3362.572489 = -3700809.059126
  nChanged 196
		SP:Iteration 112Q (78293.220000 sec): 3 clusters
  Score: Raw -3704270.158206 + Penalty 3362.572489 = -3700907.585717
  nChanged 190
		SP:Iteration 113Q (78293.480000 sec): 3 clusters
  Score: Raw -3704358.099165 + Penalty 3362.572489 = -3700995.526676
  nChanged 166
		SP:Iteration 114Q (78293.770000 sec): 3 clusters
  Score: Raw -3704426.688913 + Penalty 3362.572489 = -3701064.116424
  nChanged 147
		SP:Iteration 115Q (78294.090000 sec): 3 clusters
  Score: Raw -3704488.556241 + Penalty 3362.572489 = -3701125.983752
  nChanged 150
		SP:Iteration 116Q (78294.400000 sec): 3 clusters
  Score: Raw -3704558.204642 + Penalty 3362.572489 = -3701195.632153
  nChanged 130
		SP:Iteration 117Q (78294.690000 sec): 3 clusters
  Score: Raw -3704614.613632 + Penalty 3362.572489 = -3701252.041143
  nChanged 112
		SP:Iteration 118Q (78295.020000 sec): 3 clusters
  Score: Raw -3704660.383176 + Penalty 3362.572489 = -3701297.810687
  nChanged 113
		SP:Iteration 119Q (78295.330000 sec): 3 clusters
  Score: Raw -3704712.114725 + Penalty 3362.572489 = -3701349.542236
  nChanged 99
		SP:Iteration 120F (78295.640000 sec): 3 clusters
  Score: Raw -3704754.024337 + Penalty 3362.572489 = -3701391.451848
  nChanged 76
		SP:Iteration 121Q (78295.970000 sec): 3 clusters
  Score: Raw -3704779.841350 + Penalty 3362.572489 = -3701417.268861
  nChanged 64
		SP:Iteration 122Q (78296.210000 sec): 3 clusters
  Score: Raw -3704802.577233 + Penalty 3362.572489 = -3701440.004744
  nChanged 58
		SP:Iteration 123Q (78296.530000 sec): 3 clusters
  Score: Raw -3704822.676906 + Penalty 3362.572489 = -3701460.104417
  nChanged 49
		SP:Iteration 124Q (78296.810000 sec): 3 clusters
  Score: Raw -3704839.872197 + Penalty 3362.572489 = -3701477.299708
  nChanged 48
		SP:Iteration 125Q (78297.050000 sec): 3 clusters
  Score: Raw -3704859.060983 + Penalty 3362.572489 = -3701496.488493
  nChanged 31
		SP:Iteration 126Q (78297.380000 sec): 3 clusters
  Score: Raw -3704869.699163 + Penalty 3362.572489 = -3701507.126674
  nChanged 25
		SP:Iteration 127Q (78297.730000 sec): 3 clusters
  Score: Raw -3704877.330323 + Penalty 3362.572489 = -3701514.757834
  nChanged 25
		SP:Iteration 128Q (78298.030000 sec): 3 clusters
  Score: Raw -3704885.747028 + Penalty 3362.572489 = -3701523.174539
  nChanged 20
		SP:Iteration 129Q (78298.310000 sec): 3 clusters
  Score: Raw -3704892.911899 + Penalty 3362.572489 = -3701530.339410
  nChanged 29
		SP:Iteration 130Q (78298.650000 sec): 3 clusters
  Score: Raw -3704901.938422 + Penalty 3362.572489 = -3701539.365933
  nChanged 26
		SP:Iteration 131Q (78298.980000 sec): 3 clusters
  Score: Raw -3704912.491083 + Penalty 3362.572489 = -3701549.918594
  nChanged 37
		SP:Iteration 132Q (78299.280000 sec): 3 clusters
  Score: Raw -3704926.523582 + Penalty 3362.572489 = -3701563.951093
  nChanged 29
		SP:Iteration 133Q (78299.560000 sec): 3 clusters
  Score: Raw -3704936.748342 + Penalty 3362.572489 = -3701574.175852
  nChanged 23
		SP:Iteration 134Q (78299.900000 sec): 3 clusters
  Score: Raw -3704943.575336 + Penalty 3362.572489 = -3701581.002847
  nChanged 22
		SP:Iteration 135Q (78300.170000 sec): 3 clusters
  Score: Raw -3704949.703688 + Penalty 3362.572489 = -3701587.131199
  nChanged 19
		SP:Iteration 136Q (78300.490000 sec): 3 clusters
  Score: Raw -3704955.991344 + Penalty 3362.572489 = -3701593.418855
  nChanged 25
		SP:Iteration 137Q (78300.860000 sec): 3 clusters
  Score: Raw -3704964.768473 + Penalty 3362.572489 = -3701602.195984
  nChanged 24
		SP:Iteration 138Q (78301.170000 sec): 3 clusters
  Score: Raw -3704974.346167 + Penalty 3362.572489 = -3701611.773678
  nChanged 27
		SP:Iteration 139Q (78301.440000 sec): 3 clusters
  Score: Raw -3704982.807421 + Penalty 3362.572489 = -3701620.234932
  nChanged 18
		SP:Iteration 140F (78301.750000 sec): 3 clusters
  Score: Raw -3704990.792643 + Penalty 3362.572489 = -3701628.220154
  nChanged 22
		SP:Iteration 141Q (78302.040000 sec): 3 clusters
  Score: Raw -3704998.288770 + Penalty 3362.572489 = -3701635.716281
  nChanged 15
		SP:Iteration 142Q (78302.330000 sec): 3 clusters
  Score: Raw -3705003.025236 + Penalty 3362.572489 = -3701640.452747
  nChanged 17
		SP:Iteration 143Q (78302.620000 sec): 3 clusters
  Score: Raw -3705009.843546 + Penalty 3362.572489 = -3701647.271057
  nChanged 19
		SP:Iteration 144Q (78302.910000 sec): 3 clusters
  Score: Raw -3705017.102543 + Penalty 3362.572489 = -3701654.530054
  nChanged 15
		SP:Iteration 145Q (78303.180000 sec): 3 clusters
  Score: Raw -3705021.554513 + Penalty 3362.572489 = -3701658.982024
  nChanged 15
		SP:Iteration 146Q (78303.400000 sec): 3 clusters
  Score: Raw -3705026.805508 + Penalty 3362.572489 = -3701664.233019
  nChanged 10
		SP:Iteration 147Q (78303.690000 sec): 3 clusters
  Score: Raw -3705031.754069 + Penalty 3362.572489 = -3701669.181580
  nChanged 14
		SP:Iteration 148Q (78304.000000 sec): 3 clusters
  Score: Raw -3705037.427205 + Penalty 3362.572489 = -3701674.854716
  nChanged 12
		SP:Iteration 149Q (78304.290000 sec): 3 clusters
  Score: Raw -3705041.256276 + Penalty 3362.572489 = -3701678.683787
  nChanged 13
		SP:Iteration 150Q (78304.600000 sec): 3 clusters
  Score: Raw -3705045.506906 + Penalty 3362.572489 = -3701682.934417
  nChanged 11
		SP:Iteration 151Q (78304.880000 sec): 3 clusters
  Score: Raw -3705048.637595 + Penalty 3362.572489 = -3701686.065106
  nChanged 13
		SP:Iteration 152Q (78305.200000 sec): 3 clusters
  Score: Raw -3705052.224482 + Penalty 3362.572489 = -3701689.651993
  nChanged 10
		SP:Iteration 153Q (78305.500000 sec): 3 clusters
  Score: Raw -3705056.011091 + Penalty 3362.572489 = -3701693.438602
  nChanged 11
		SP:Iteration 154Q (78305.810000 sec): 3 clusters
  Score: Raw -3705059.684246 + Penalty 3362.572489 = -3701697.111757
  nChanged 15
		SP:Iteration 155Q (78306.100000 sec): 3 clusters
  Score: Raw -3705064.369634 + Penalty 3362.572489 = -3701701.797145
  nChanged 13
		SP:Iteration 156Q (78306.480000 sec): 3 clusters
  Score: Raw -3705067.395349 + Penalty 3362.572489 = -3701704.822860
  nChanged 15
		SP:Iteration 157Q (78306.750000 sec): 3 clusters
  Score: Raw -3705071.299328 + Penalty 3362.572489 = -3701708.726839
  nChanged 17
		SP:Iteration 158Q (78307.070000 sec): 3 clusters
  Score: Raw -3705077.223113 + Penalty 3362.572489 = -3701714.650624
  nChanged 14
		SP:Iteration 159Q (78307.380000 sec): 3 clusters
  Score: Raw -3705081.520286 + Penalty 3362.572489 = -3701718.947797
  nChanged 11
		SP:Iteration 160F (78307.680000 sec): 3 clusters
  Score: Raw -3705085.138756 + Penalty 3362.572489 = -3701722.566267
  nChanged 15
		SP:Iteration 161Q (78308.000000 sec): 3 clusters
  Score: Raw -3705088.836245 + Penalty 3362.572489 = -3701726.263756
  nChanged 12
		SP:Iteration 162Q (78308.310000 sec): 3 clusters
  Score: Raw -3705092.044137 + Penalty 3362.572489 = -3701729.471648
  nChanged 8
		SP:Iteration 163Q (78308.630000 sec): 3 clusters
  Score: Raw -3705094.480397 + Penalty 3362.572489 = -3701731.907908
  nChanged 8
		SP:Iteration 164Q (78308.940000 sec): 3 clusters
  Score: Raw -3705096.681785 + Penalty 3362.572489 = -3701734.109296
  nChanged 6
		SP:Iteration 165Q (78309.260000 sec): 3 clusters
  Score: Raw -3705098.433902 + Penalty 3362.572489 = -3701735.861413
  nChanged 8
		SP:Iteration 166Q (78309.590000 sec): 3 clusters
  Score: Raw -3705100.515361 + Penalty 3362.572489 = -3701737.942872
  nChanged 5
		SP:Iteration 167Q (78309.850000 sec): 3 clusters
  Score: Raw -3705101.753559 + Penalty 3362.572489 = -3701739.181069
  nChanged 7
		SP:Iteration 168Q (78310.160000 sec): 3 clusters
  Score: Raw -3705103.993861 + Penalty 3362.572489 = -3701741.421372
  nChanged 8
		SP:Iteration 169Q (78310.500000 sec): 3 clusters
  Score: Raw -3705106.354362 + Penalty 3362.572489 = -3701743.781873
  nChanged 6
		SP:Iteration 170Q (78310.810000 sec): 3 clusters
  Score: Raw -3705107.721117 + Penalty 3362.572489 = -3701745.148628
  nChanged 7
		SP:Iteration 171Q (78311.080000 sec): 3 clusters
  Score: Raw -3705109.754788 + Penalty 3362.572489 = -3701747.182299
  nChanged 8
		SP:Iteration 172Q (78311.360000 sec): 3 clusters
  Score: Raw -3705111.998262 + Penalty 3362.572489 = -3701749.425773
  nChanged 8
		SP:Iteration 173Q (78311.640000 sec): 3 clusters
  Score: Raw -3705114.587117 + Penalty 3362.572489 = -3701752.014628
  nChanged 12
		SP:Iteration 174Q (78311.950000 sec): 3 clusters
  Score: Raw -3705118.104378 + Penalty 3362.572489 = -3701755.531889
  nChanged 14
		SP:Iteration 175Q (78312.270000 sec): 3 clusters
  Score: Raw -3705123.736920 + Penalty 3362.572489 = -3701761.164431
  nChanged 17
		SP:Iteration 176Q (78312.580000 sec): 3 clusters
  Score: Raw -3705128.467545 + Penalty 3362.572489 = -3701765.895056
  nChanged 15
		SP:Iteration 177Q (78312.870000 sec): 3 clusters
  Score: Raw -3705132.923629 + Penalty 3362.572489 = -3701770.351140
  nChanged 12
		SP:Iteration 178Q (78313.170000 sec): 3 clusters
  Score: Raw -3705136.604591 + Penalty 3362.572489 = -3701774.032102
  nChanged 9
		SP:Iteration 179Q (78313.470000 sec): 3 clusters
  Score: Raw -3705139.763577 + Penalty 3362.572489 = -3701777.191088
  nChanged 8
		SP:Iteration 180F (78313.750000 sec): 3 clusters
  Score: Raw -3705141.790214 + Penalty 3362.572489 = -3701779.217725
  nChanged 6
		SP:Iteration 181Q (78314.050000 sec): 3 clusters
  Score: Raw -3705143.575851 + Penalty 3362.572489 = -3701781.003362
  nChanged 9
		SP:Iteration 182Q (78314.340000 sec): 3 clusters
  Score: Raw -3705146.557805 + Penalty 3362.572489 = -3701783.985316
  nChanged 13
		SP:Iteration 183Q (78314.650000 sec): 3 clusters
  Score: Raw -3705149.948749 + Penalty 3362.572489 = -3701787.376260
  nChanged 8
		SP:Iteration 184Q (78314.920000 sec): 3 clusters
  Score: Raw -3705151.693415 + Penalty 3362.572489 = -3701789.120926
  nChanged 9
		SP:Iteration 185Q (78315.220000 sec): 3 clusters
  Score: Raw -3705154.506670 + Penalty 3362.572489 = -3701791.934181
  nChanged 7
		SP:Iteration 186Q (78315.490000 sec): 3 clusters
  Score: Raw -3705156.265773 + Penalty 3362.572489 = -3701793.693284
  nChanged 5
		SP:Iteration 187Q (78315.810000 sec): 3 clusters
  Score: Raw -3705157.390772 + Penalty 3362.572489 = -3701794.818283
  nChanged 9
		SP:Iteration 188Q (78316.120000 sec): 3 clusters
  Score: Raw -3705159.247635 + Penalty 3362.572489 = -3701796.675146
  nChanged 8
		SP:Iteration 189Q (78316.370000 sec): 3 clusters
  Score: Raw -3705160.687131 + Penalty 3362.572489 = -3701798.114642
  nChanged 4
		SP:Iteration 190Q (78316.660000 sec): 3 clusters
  Score: Raw -3705161.845868 + Penalty 3362.572489 = -3701799.273379
  nChanged 4
		SP:Iteration 191Q (78316.950000 sec): 3 clusters
  Score: Raw -3705162.790805 + Penalty 3362.572489 = -3701800.218316
  nChanged 1
		SP:Iteration 192Q (78317.190000 sec): 3 clusters
  Score: Raw -3705163.072976 + Penalty 3362.572489 = -3701800.500487
  nChanged 2
		SP:Iteration 193Q (78317.510000 sec): 3 clusters
  Score: Raw -3705163.401932 + Penalty 3362.572489 = -3701800.829443
  nChanged 1
		SP:Iteration 194Q (78317.780000 sec): 3 clusters
  Score: Raw -3705163.574679 + Penalty 3362.572489 = -3701801.002190
  nChanged 1
		SP:Iteration 195Q (78318.130000 sec): 3 clusters
  Score: Raw -3705163.757684 + Penalty 3362.572489 = -3701801.185195
  nChanged 1
		SP:Iteration 196Q (78318.450000 sec): 3 clusters
  Score: Raw -3705163.979102 + Penalty 3362.572489 = -3701801.406613
  nChanged 1
		SP:Iteration 197Q (78318.700000 sec): 3 clusters
  Score: Raw -3705164.104584 + Penalty 3362.572489 = -3701801.532095
  nChanged 1
		SP:Iteration 198Q (78319.020000 sec): 3 clusters
  Score: Raw -3705164.366988 + Penalty 3362.572489 = -3701801.794499
  nChanged 3
		SP:Iteration 199Q (78319.320000 sec): 3 clusters
  Score: Raw -3705165.479758 + Penalty 3362.572489 = -3701802.907269
  nChanged 4
		SP:Iteration 200F (78319.660000 sec): 3 clusters
  Score: Raw -3705166.500175 + Penalty 3362.572489 = -3701803.927686
  nChanged 1
		SP:Iteration 201Q (78319.980000 sec): 3 clusters
  Score: Raw -3705166.635933 + Penalty 3362.572489 = -3701804.063444
  nChanged 2
		SP:Iteration 202Q (78320.340000 sec): 3 clusters
  Score: Raw -3705167.287486 + Penalty 3362.572489 = -3701804.714997
  nChanged 2
		SP:Iteration 203Q (78320.650000 sec): 3 clusters
  Score: Raw -3705167.975636 + Penalty 3362.572489 = -3701805.403147
  nChanged 2
		SP:Iteration 204Q (78320.970000 sec): 3 clusters
  Score: Raw -3705168.412322 + Penalty 3362.572489 = -3701805.839833
  nChanged 1
		SP:Iteration 205Q (78321.240000 sec): 3 clusters
  Score: Raw -3705168.545275 + Penalty 3362.572489 = -3701805.972786
  nChanged 0
		SP:Iteration 206F (78321.590000 sec): 3 clusters
  Score: Raw -3705168.545275 + Penalty 3362.572489 = -3701805.972786
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (58764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78321.960000 sec): 2 clusters
  Score: Raw -7219548.352046 + Penalty 1784.458764 = -7217763.893282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78322.480000 sec): 3 clusters
  Score: Raw -7181898.908922 + Penalty 3568.917528 = -7178329.991394
  nChanged 27658
		SP:Iteration 1F (78322.880000 sec): 3 clusters
  Score: Raw -7198055.793288 + Penalty 3568.917528 = -7194486.875760
  nChanged 2444
		SP:Iteration 2Q (78323.340000 sec): 3 clusters
  Score: Raw -7199082.862501 + Penalty 3568.917528 = -7195513.944974
  nChanged 2845
		SP:Iteration 3Q (78323.820000 sec): 3 clusters
  Score: Raw -7200462.397010 + Penalty 3568.917528 = -7196893.479482
  nChanged 3142
		SP:Iteration 4F (78324.280000 sec): 3 clusters
  Score: Raw -7202073.303714 + Penalty 3568.917528 = -7198504.386186
  nChanged 3348
		SP:Iteration 5F (78324.750000 sec): 3 clusters
  Score: Raw -7203901.782501 + Penalty 3568.917528 = -7200332.864973
  nChanged 3472
		SP:Iteration 6F (78325.160000 sec): 3 clusters
  Score: Raw -7206114.465729 + Penalty 3568.917528 = -7202545.548201
  nChanged 3613
		SP:Iteration 7F (78325.580000 sec): 3 clusters
  Score: Raw -7208717.979963 + Penalty 3568.917528 = -7205149.062435
  nChanged 3358
		SP:Iteration 8F (78326.010000 sec): 3 clusters
  Score: Raw -7211080.712844 + Penalty 3568.917528 = -7207511.795316
  nChanged 2765
		SP:Iteration 9Q (78326.420000 sec): 3 clusters
  Score: Raw -7212660.922474 + Penalty 3568.917528 = -7209092.004946
  nChanged 1990
		SP:Iteration 10Q (78326.840000 sec): 3 clusters
  Score: Raw -7213492.395208 + Penalty 3568.917528 = -7209923.477680
  nChanged 1431
		SP:Iteration 11Q (78327.280000 sec): 3 clusters
  Score: Raw -7214012.913530 + Penalty 3568.917528 = -7210443.996002
  nChanged 1179
		SP:Iteration 12Q (78327.700000 sec): 3 clusters
  Score: Raw -7214446.324544 + Penalty 3568.917528 = -7210877.407016
  nChanged 1137
		SP:Iteration 13Q (78328.140000 sec): 3 clusters
  Score: Raw -7214893.901364 + Penalty 3568.917528 = -7211324.983836
  nChanged 1130
		SP:Iteration 14Q (78328.600000 sec): 3 clusters
  Score: Raw -7215350.585076 + Penalty 3568.917528 = -7211781.667548
  nChanged 1120
		SP:Iteration 15Q (78328.980000 sec): 3 clusters
  Score: Raw -7215817.803463 + Penalty 3568.917528 = -7212248.885935
  nChanged 1072
		SP:Iteration 16Q (78329.390000 sec): 3 clusters
  Score: Raw -7216254.364277 + Penalty 3568.917528 = -7212685.446749
  nChanged 995
		SP:Iteration 17Q (78329.770000 sec): 3 clusters
  Score: Raw -7216666.757355 + Penalty 3568.917528 = -7213097.839828
  nChanged 949
		SP:Iteration 18Q (78330.230000 sec): 3 clusters
  Score: Raw -7217077.868973 + Penalty 3568.917528 = -7213508.951445
  nChanged 915
		SP:Iteration 19Q (78330.710000 sec): 3 clusters
  Score: Raw -7217482.610594 + Penalty 3568.917528 = -7213913.693066
  nChanged 890
		SP:Iteration 20F (78331.230000 sec): 3 clusters
  Score: Raw -7217880.095019 + Penalty 3568.917528 = -7214311.177491
  nChanged 876
		SP:Iteration 21Q (78331.700000 sec): 3 clusters
  Score: Raw -7218277.902772 + Penalty 3568.917528 = -7214708.985244
  nChanged 845
		SP:Iteration 22Q (78332.160000 sec): 3 clusters
  Score: Raw -7218669.188568 + Penalty 3568.917528 = -7215100.271040
  nChanged 782
		SP:Iteration 23Q (78332.680000 sec): 3 clusters
  Score: Raw -7219045.914637 + Penalty 3568.917528 = -7215476.997109
  nChanged 688
		SP:Iteration 24Q (78333.190000 sec): 3 clusters
  Score: Raw -7219407.725119 + Penalty 3568.917528 = -7215838.807591
  nChanged 640
		SP:Iteration 25Q (78333.660000 sec): 3 clusters
  Score: Raw -7219776.675706 + Penalty 3568.917528 = -7216207.758178
  nChanged 585
		SP:Iteration 26Q (78334.080000 sec): 3 clusters
  Score: Raw -7220148.483737 + Penalty 3568.917528 = -7216579.566209
  nChanged 459
		SP:Iteration 27Q (78334.530000 sec): 3 clusters
  Score: Raw -7220460.452565 + Penalty 3568.917528 = -7216891.535037
  nChanged 394
		SP:Iteration 28Q (78334.970000 sec): 3 clusters
  Score: Raw -7220768.944347 + Penalty 3568.917528 = -7217200.026819
  nChanged 332
		SP:Iteration 29Q (78335.410000 sec): 3 clusters
  Score: Raw -7220999.921656 + Penalty 3568.917528 = -7217431.004128
  nChanged 261
		SP:Iteration 30Q (78335.900000 sec): 3 clusters
  Score: Raw -7221133.857824 + Penalty 3568.917528 = -7217564.940296
  nChanged 189
		SP:Iteration 31Q (78336.320000 sec): 3 clusters
  Score: Raw -7221206.581880 + Penalty 3568.917528 = -7217637.664352
  nChanged 119
		SP:Iteration 32Q (78336.710000 sec): 3 clusters
  Score: Raw -7221244.310946 + Penalty 3568.917528 = -7217675.393418
  nChanged 88
		SP:Iteration 33Q (78337.220000 sec): 3 clusters
  Score: Raw -7221264.293592 + Penalty 3568.917528 = -7217695.376064
  nChanged 59
		SP:Iteration 34Q (78337.760000 sec): 3 clusters
  Score: Raw -7221278.330652 + Penalty 3568.917528 = -7217709.413124
  nChanged 52
		SP:Iteration 35Q (78338.190000 sec): 3 clusters
  Score: Raw -7221289.091371 + Penalty 3568.917528 = -7217720.173843
  nChanged 40
		SP:Iteration 36Q (78338.660000 sec): 3 clusters
  Score: Raw -7221296.428055 + Penalty 3568.917528 = -7217727.510527
  nChanged 28
		SP:Iteration 37Q (78339.110000 sec): 3 clusters
  Score: Raw -7221301.394499 + Penalty 3568.917528 = -7217732.476971
  nChanged 25
		SP:Iteration 38Q (78339.560000 sec): 3 clusters
  Score: Raw -7221305.666103 + Penalty 3568.917528 = -7217736.748575
  nChanged 16
		SP:Iteration 39Q (78340.050000 sec): 3 clusters
  Score: Raw -7221307.374141 + Penalty 3568.917528 = -7217738.456613
  nChanged 13
		SP:Iteration 40F (78340.550000 sec): 3 clusters
  Score: Raw -7221309.133240 + Penalty 3568.917528 = -7217740.215712
  nChanged 8
		SP:Iteration 41Q (78341.030000 sec): 3 clusters
  Score: Raw -7221310.064377 + Penalty 3568.917528 = -7217741.146850
  nChanged 10
		SP:Iteration 42Q (78341.540000 sec): 3 clusters
  Score: Raw -7221311.174072 + Penalty 3568.917528 = -7217742.256544
  nChanged 5
		SP:Iteration 43Q (78342.050000 sec): 3 clusters
  Score: Raw -7221311.697221 + Penalty 3568.917528 = -7217742.779693
  nChanged 3
		SP:Iteration 44Q (78342.550000 sec): 3 clusters
  Score: Raw -7221311.950962 + Penalty 3568.917528 = -7217743.033434
  nChanged 2
		SP:Iteration 45Q (78343.020000 sec): 3 clusters
  Score: Raw -7221312.087790 + Penalty 3568.917528 = -7217743.170262
  nChanged 0
		SP:Iteration 46F (78343.530000 sec): 3 clusters
  Score: Raw -7221312.087790 + Penalty 3568.917528 = -7217743.170262
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78343.670000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78343.880000 sec): 3 clusters
  Score: Raw -41226.744861 + Penalty 1910.264129 = -39316.480732
  nChanged 64
		SP:Iteration 1F (78344.100000 sec): 3 clusters
  Score: Raw -41330.569898 + Penalty 1910.264129 = -39420.305769
  nChanged 17
		SP:Iteration 2Q (78344.210000 sec): 3 clusters
  Score: Raw -41362.096726 + Penalty 1910.264129 = -39451.832597
  nChanged 6
		SP:Iteration 3Q (78344.430000 sec): 3 clusters
  Score: Raw -41379.878286 + Penalty 1910.264129 = -39469.614157
  nChanged 3
		SP:Iteration 4Q (78344.600000 sec): 3 clusters
  Score: Raw -41384.815773 + Penalty 1910.264129 = -39474.551643
  nChanged 1
		SP:Iteration 5Q (78344.810000 sec): 3 clusters
  Score: Raw -41385.481626 + Penalty 1910.264129 = -39475.217496
  nChanged 0
		SP:Iteration 6F (78344.990000 sec): 3 clusters
  Score: Raw -41385.481626 + Penalty 1910.264129 = -39475.217496
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (8736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78345.130000 sec): 2 clusters
  Score: Raw -1066811.926396 + Penalty 1474.721251 = -1065337.205145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78345.390000 sec): 3 clusters
  Score: Raw -1061894.139567 + Penalty 2949.442502 = -1058944.697065
  nChanged 3757
		SP:Iteration 1F (78345.670000 sec): 3 clusters
  Score: Raw -1063911.013066 + Penalty 2949.442502 = -1060961.570564
  nChanged 557
		SP:Iteration 2F (78345.910000 sec): 3 clusters
  Score: Raw -1064156.158021 + Penalty 2949.442502 = -1061206.715520
  nChanged 424
		SP:Iteration 3Q (78346.130000 sec): 3 clusters
  Score: Raw -1064350.472267 + Penalty 2949.442502 = -1061401.029765
  nChanged 390
		SP:Iteration 4Q (78346.370000 sec): 3 clusters
  Score: Raw -1064507.830494 + Penalty 2949.442502 = -1061558.387993
  nChanged 333
		SP:Iteration 5Q (78346.680000 sec): 3 clusters
  Score: Raw -1064655.821176 + Penalty 2949.442502 = -1061706.378674
  nChanged 337
		SP:Iteration 6Q (78346.930000 sec): 3 clusters
  Score: Raw -1064803.694978 + Penalty 2949.442502 = -1061854.252476
  nChanged 327
		SP:Iteration 7Q (78347.150000 sec): 3 clusters
  Score: Raw -1064949.234909 + Penalty 2949.442502 = -1061999.792407
  nChanged 279
		SP:Iteration 8Q (78347.390000 sec): 3 clusters
  Score: Raw -1065068.750102 + Penalty 2949.442502 = -1062119.307600
  nChanged 265
		SP:Iteration 9Q (78347.610000 sec): 3 clusters
  Score: Raw -1065164.504632 + Penalty 2949.442502 = -1062215.062130
  nChanged 215
		SP:Iteration 10Q (78347.870000 sec): 3 clusters
  Score: Raw -1065237.408676 + Penalty 2949.442502 = -1062287.966174
  nChanged 200
		SP:Iteration 11Q (78348.120000 sec): 3 clusters
  Score: Raw -1065301.611499 + Penalty 2949.442502 = -1062352.168998
  nChanged 197
		SP:Iteration 12Q (78348.390000 sec): 3 clusters
  Score: Raw -1065372.278070 + Penalty 2949.442502 = -1062422.835568
  nChanged 196
		SP:Iteration 13Q (78348.610000 sec): 3 clusters
  Score: Raw -1065438.966594 + Penalty 2949.442502 = -1062489.524092
  nChanged 190
		SP:Iteration 14Q (78348.870000 sec): 3 clusters
  Score: Raw -1065510.030705 + Penalty 2949.442502 = -1062560.588203
  nChanged 188
		SP:Iteration 15Q (78349.170000 sec): 3 clusters
  Score: Raw -1065583.807275 + Penalty 2949.442502 = -1062634.364773
  nChanged 177
		SP:Iteration 16Q (78349.470000 sec): 3 clusters
  Score: Raw -1065661.525201 + Penalty 2949.442502 = -1062712.082699
  nChanged 194
		SP:Iteration 17Q (78349.720000 sec): 3 clusters
  Score: Raw -1065737.641573 + Penalty 2949.442502 = -1062788.199071
  nChanged 188
		SP:Iteration 18Q (78349.970000 sec): 3 clusters
  Score: Raw -1065809.306092 + Penalty 2949.442502 = -1062859.863591
  nChanged 186
		SP:Iteration 19Q (78350.210000 sec): 3 clusters
  Score: Raw -1065875.314458 + Penalty 2949.442502 = -1062925.871956
  nChanged 175
		SP:Iteration 20F (78350.440000 sec): 3 clusters
  Score: Raw -1065937.046241 + Penalty 2949.442502 = -1062987.603739
  nChanged 147
		SP:Iteration 21Q (78350.620000 sec): 3 clusters
  Score: Raw -1065996.683469 + Penalty 2949.442502 = -1063047.240967
  nChanged 152
		SP:Iteration 22Q (78350.850000 sec): 3 clusters
  Score: Raw -1066054.887809 + Penalty 2949.442502 = -1063105.445307
  nChanged 154
		SP:Iteration 23Q (78351.130000 sec): 3 clusters
  Score: Raw -1066112.124879 + Penalty 2949.442502 = -1063162.682378
  nChanged 135
		SP:Iteration 24Q (78351.390000 sec): 3 clusters
  Score: Raw -1066163.122800 + Penalty 2949.442502 = -1063213.680298
  nChanged 123
		SP:Iteration 25Q (78351.590000 sec): 3 clusters
  Score: Raw -1066205.884716 + Penalty 2949.442502 = -1063256.442215
  nChanged 107
		SP:Iteration 26Q (78351.870000 sec): 3 clusters
  Score: Raw -1066247.494420 + Penalty 2949.442502 = -1063298.051918
  nChanged 110
		SP:Iteration 27Q (78352.070000 sec): 3 clusters
  Score: Raw -1066289.155254 + Penalty 2949.442502 = -1063339.712752
  nChanged 106
		SP:Iteration 28Q (78352.300000 sec): 3 clusters
  Score: Raw -1066331.610465 + Penalty 2949.442502 = -1063382.167963
  nChanged 95
		SP:Iteration 29Q (78352.490000 sec): 3 clusters
  Score: Raw -1066367.260807 + Penalty 2949.442502 = -1063417.818305
  nChanged 98
		SP:Iteration 30Q (78352.800000 sec): 3 clusters
  Score: Raw -1066402.815419 + Penalty 2949.442502 = -1063453.372917
  nChanged 92
		SP:Iteration 31Q (78353.030000 sec): 3 clusters
  Score: Raw -1066436.889098 + Penalty 2949.442502 = -1063487.446596
  nChanged 93
		SP:Iteration 32Q (78353.250000 sec): 3 clusters
  Score: Raw -1066477.654210 + Penalty 2949.442502 = -1063528.211708
  nChanged 98
		SP:Iteration 33Q (78353.430000 sec): 3 clusters
  Score: Raw -1066519.449544 + Penalty 2949.442502 = -1063570.007042
  nChanged 91
		SP:Iteration 34Q (78353.710000 sec): 3 clusters
  Score: Raw -1066554.522680 + Penalty 2949.442502 = -1063605.080179
  nChanged 81
		SP:Iteration 35Q (78353.930000 sec): 3 clusters
  Score: Raw -1066587.391597 + Penalty 2949.442502 = -1063637.949095
  nChanged 67
		SP:Iteration 36Q (78354.210000 sec): 3 clusters
  Score: Raw -1066614.134833 + Penalty 2949.442502 = -1063664.692331
  nChanged 63
		SP:Iteration 37Q (78354.440000 sec): 3 clusters
  Score: Raw -1066641.097624 + Penalty 2949.442502 = -1063691.655122
  nChanged 64
		SP:Iteration 38Q (78354.750000 sec): 3 clusters
  Score: Raw -1066663.309864 + Penalty 2949.442502 = -1063713.867362
  nChanged 52
		SP:Iteration 39Q (78354.960000 sec): 3 clusters
  Score: Raw -1066683.400687 + Penalty 2949.442502 = -1063733.958185
  nChanged 49
		SP:Iteration 40F (78355.310000 sec): 3 clusters
  Score: Raw -1066702.000550 + Penalty 2949.442502 = -1063752.558048
  nChanged 50
		SP:Iteration 41Q (78355.520000 sec): 3 clusters
  Score: Raw -1066722.379570 + Penalty 2949.442502 = -1063772.937068
  nChanged 41
		SP:Iteration 42Q (78355.750000 sec): 3 clusters
  Score: Raw -1066739.456624 + Penalty 2949.442502 = -1063790.014122
  nChanged 36
		SP:Iteration 43Q (78356.010000 sec): 3 clusters
  Score: Raw -1066752.822823 + Penalty 2949.442502 = -1063803.380321
  nChanged 37
		SP:Iteration 44Q (78356.290000 sec): 3 clusters
  Score: Raw -1066772.503664 + Penalty 2949.442502 = -1063823.061162
  nChanged 39
		SP:Iteration 45Q (78356.530000 sec): 3 clusters
  Score: Raw -1066794.461807 + Penalty 2949.442502 = -1063845.019306
  nChanged 46
		SP:Iteration 46Q (78356.760000 sec): 3 clusters
  Score: Raw -1066818.938620 + Penalty 2949.442502 = -1063869.496118
  nChanged 41
		SP:Iteration 47Q (78357.050000 sec): 3 clusters
  Score: Raw -1066838.638067 + Penalty 2949.442502 = -1063889.195565
  nChanged 31
		SP:Iteration 48Q (78357.320000 sec): 3 clusters
  Score: Raw -1066853.554197 + Penalty 2949.442502 = -1063904.111695
  nChanged 35
		SP:Iteration 49Q (78357.590000 sec): 3 clusters
  Score: Raw -1066870.620346 + Penalty 2949.442502 = -1063921.177844
  nChanged 31
		SP:Iteration 50Q (78357.800000 sec): 3 clusters
  Score: Raw -1066888.115274 + Penalty 2949.442502 = -1063938.672772
  nChanged 30
		SP:Iteration 51Q (78358.030000 sec): 3 clusters
  Score: Raw -1066904.002769 + Penalty 2949.442502 = -1063954.560267
  nChanged 24
		SP:Iteration 52Q (78358.320000 sec): 3 clusters
  Score: Raw -1066914.616265 + Penalty 2949.442502 = -1063965.173764
  nChanged 23
		SP:Iteration 53Q (78358.520000 sec): 3 clusters
  Score: Raw -1066923.960329 + Penalty 2949.442502 = -1063974.517827
  nChanged 18
		SP:Iteration 54Q (78358.730000 sec): 3 clusters
  Score: Raw -1066932.295796 + Penalty 2949.442502 = -1063982.853294
  nChanged 12
		SP:Iteration 55Q (78358.920000 sec): 3 clusters
  Score: Raw -1066938.318586 + Penalty 2949.442502 = -1063988.876084
  nChanged 15
		SP:Iteration 56Q (78359.210000 sec): 3 clusters
  Score: Raw -1066945.105778 + Penalty 2949.442502 = -1063995.663276
  nChanged 13
		SP:Iteration 57Q (78359.430000 sec): 3 clusters
  Score: Raw -1066952.378345 + Penalty 2949.442502 = -1064002.935844
  nChanged 12
		SP:Iteration 58Q (78359.640000 sec): 3 clusters
  Score: Raw -1066958.578789 + Penalty 2949.442502 = -1064009.136287
  nChanged 11
		SP:Iteration 59Q (78359.900000 sec): 3 clusters
  Score: Raw -1066963.785185 + Penalty 2949.442502 = -1064014.342684
  nChanged 11
		SP:Iteration 60F (78360.110000 sec): 3 clusters
  Score: Raw -1066967.754629 + Penalty 2949.442502 = -1064018.312127
  nChanged 12
		SP:Iteration 61Q (78360.320000 sec): 3 clusters
  Score: Raw -1066973.602132 + Penalty 2949.442502 = -1064024.159630
  nChanged 7
		SP:Iteration 62Q (78360.510000 sec): 3 clusters
  Score: Raw -1066975.619701 + Penalty 2949.442502 = -1064026.177199
  nChanged 7
		SP:Iteration 63Q (78360.690000 sec): 3 clusters
  Score: Raw -1066979.059683 + Penalty 2949.442502 = -1064029.617181
  nChanged 8
		SP:Iteration 64Q (78360.920000 sec): 3 clusters
  Score: Raw -1066984.131785 + Penalty 2949.442502 = -1064034.689283
  nChanged 7
		SP:Iteration 65Q (78361.120000 sec): 3 clusters
  Score: Raw -1066987.829809 + Penalty 2949.442502 = -1064038.387307
  nChanged 6
		SP:Iteration 66Q (78361.350000 sec): 3 clusters
  Score: Raw -1066991.210607 + Penalty 2949.442502 = -1064041.768105
  nChanged 2
		SP:Iteration 67Q (78361.560000 sec): 3 clusters
  Score: Raw -1066992.309335 + Penalty 2949.442502 = -1064042.866833
  nChanged 3
		SP:Iteration 68Q (78361.780000 sec): 3 clusters
  Score: Raw -1066993.098024 + Penalty 2949.442502 = -1064043.655522
  nChanged 0
		SP:Iteration 69F (78361.990000 sec): 3 clusters
  Score: Raw -1066993.098024 + Penalty 2949.442502 = -1064043.655522
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78362.110000 sec): 2 clusters
  Score: Raw -854595.159816 + Penalty 1445.383918 = -853149.775898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78362.300000 sec): 3 clusters
  Score: Raw -850625.372446 + Penalty 2890.767835 = -847734.604610
  nChanged 3028
		SP:Iteration 1F (78362.490000 sec): 3 clusters
  Score: Raw -852289.812227 + Penalty 2890.767835 = -849399.044391
  nChanged 534
		SP:Iteration 2F (78362.680000 sec): 3 clusters
  Score: Raw -852612.374668 + Penalty 2890.767835 = -849721.606833
  nChanged 449
		SP:Iteration 3F (78362.870000 sec): 3 clusters
  Score: Raw -852880.410182 + Penalty 2890.767835 = -849989.642346
  nChanged 435
		SP:Iteration 4F (78363.080000 sec): 3 clusters
  Score: Raw -853156.855028 + Penalty 2890.767835 = -850266.087192
  nChanged 419
		SP:Iteration 5F (78363.260000 sec): 3 clusters
  Score: Raw -853423.794053 + Penalty 2890.767835 = -850533.026218
  nChanged 406
		SP:Iteration 6F (78363.470000 sec): 3 clusters
  Score: Raw -853681.801319 + Penalty 2890.767835 = -850791.033484
  nChanged 370
		SP:Iteration 7F (78363.680000 sec): 3 clusters
  Score: Raw -853914.019420 + Penalty 2890.767835 = -851023.251584
  nChanged 303
		SP:Iteration 8Q (78363.870000 sec): 3 clusters
  Score: Raw -854137.562086 + Penalty 2890.767835 = -851246.794251
  nChanged 252
		SP:Iteration 9Q (78364.080000 sec): 3 clusters
  Score: Raw -854331.239697 + Penalty 2890.767835 = -851440.471862
  nChanged 182
		SP:Iteration 10Q (78364.290000 sec): 3 clusters
  Score: Raw -854441.455833 + Penalty 2890.767835 = -851550.687998
  nChanged 131
		SP:Iteration 11Q (78364.500000 sec): 3 clusters
  Score: Raw -854506.219195 + Penalty 2890.767835 = -851615.451359
  nChanged 96
		SP:Iteration 12Q (78364.700000 sec): 3 clusters
  Score: Raw -854552.360686 + Penalty 2890.767835 = -851661.592851
  nChanged 66
		SP:Iteration 13Q (78364.890000 sec): 3 clusters
  Score: Raw -854583.483166 + Penalty 2890.767835 = -851692.715331
  nChanged 66
		SP:Iteration 14Q (78365.070000 sec): 3 clusters
  Score: Raw -854611.317589 + Penalty 2890.767835 = -851720.549753
  nChanged 55
		SP:Iteration 15Q (78365.270000 sec): 3 clusters
  Score: Raw -854634.409536 + Penalty 2890.767835 = -851743.641701
  nChanged 49
		SP:Iteration 16Q (78365.440000 sec): 3 clusters
  Score: Raw -854652.984801 + Penalty 2890.767835 = -851762.216965
  nChanged 33
		SP:Iteration 17Q (78365.630000 sec): 3 clusters
  Score: Raw -854664.444426 + Penalty 2890.767835 = -851773.676591
  nChanged 37
		SP:Iteration 18Q (78365.810000 sec): 3 clusters
  Score: Raw -854675.576816 + Penalty 2890.767835 = -851784.808981
  nChanged 21
		SP:Iteration 19Q (78366.000000 sec): 3 clusters
  Score: Raw -854681.329197 + Penalty 2890.767835 = -851790.561361
  nChanged 17
		SP:Iteration 20F (78366.190000 sec): 3 clusters
  Score: Raw -854685.865528 + Penalty 2890.767835 = -851795.097692
  nChanged 16
		SP:Iteration 21Q (78366.370000 sec): 3 clusters
  Score: Raw -854690.103625 + Penalty 2890.767835 = -851799.335789
  nChanged 9
		SP:Iteration 22Q (78366.560000 sec): 3 clusters
  Score: Raw -854691.574071 + Penalty 2890.767835 = -851800.806236
  nChanged 8
		SP:Iteration 23Q (78366.770000 sec): 3 clusters
  Score: Raw -854693.563065 + Penalty 2890.767835 = -851802.795230
  nChanged 8
		SP:Iteration 24Q (78367.020000 sec): 3 clusters
  Score: Raw -854695.556335 + Penalty 2890.767835 = -851804.788499
  nChanged 6
		SP:Iteration 25Q (78367.220000 sec): 3 clusters
  Score: Raw -854696.623744 + Penalty 2890.767835 = -851805.855908
  nChanged 3
		SP:Iteration 26Q (78367.450000 sec): 3 clusters
  Score: Raw -854697.249069 + Penalty 2890.767835 = -851806.481233
  nChanged 2
		SP:Iteration 27Q (78367.690000 sec): 3 clusters
  Score: Raw -854698.095021 + Penalty 2890.767835 = -851807.327185
  nChanged 3
		SP:Iteration 28Q (78367.880000 sec): 3 clusters
  Score: Raw -854698.851862 + Penalty 2890.767835 = -851808.084026
  nChanged 1
		SP:Iteration 29Q (78368.100000 sec): 3 clusters
  Score: Raw -854699.136228 + Penalty 2890.767835 = -851808.368393
  nChanged 2
		SP:Iteration 30Q (78368.300000 sec): 3 clusters
  Score: Raw -854699.503694 + Penalty 2890.767835 = -851808.735859
  nChanged 0
		SP:Iteration 31F (78368.500000 sec): 3 clusters
  Score: Raw -854699.503694 + Penalty 2890.767835 = -851808.735859
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78368.630000 sec): 2 clusters
  Score: Raw -917624.415053 + Penalty 1482.600042 = -916141.815011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78368.850000 sec): 3 clusters
  Score: Raw -912474.897219 + Penalty 2965.200084 = -909509.697136
  nChanged 3991
		SP:Iteration 1F (78369.080000 sec): 3 clusters
  Score: Raw -914794.418715 + Penalty 2965.200084 = -911829.218631
  nChanged 719
		SP:Iteration 2F (78369.310000 sec): 3 clusters
  Score: Raw -915251.591392 + Penalty 2965.200084 = -912286.391308
  nChanged 593
		SP:Iteration 3F (78369.510000 sec): 3 clusters
  Score: Raw -915623.813902 + Penalty 2965.200084 = -912658.613819
  nChanged 546
		SP:Iteration 4F (78369.720000 sec): 3 clusters
  Score: Raw -915946.810652 + Penalty 2965.200084 = -912981.610568
  nChanged 505
		SP:Iteration 5F (78369.940000 sec): 3 clusters
  Score: Raw -916228.310571 + Penalty 2965.200084 = -913263.110487
  nChanged 467
		SP:Iteration 6F (78370.160000 sec): 3 clusters
  Score: Raw -916476.551386 + Penalty 2965.200084 = -913511.351302
  nChanged 382
		SP:Iteration 7Q (78370.420000 sec): 3 clusters
  Score: Raw -916656.868046 + Penalty 2965.200084 = -913691.667963
  nChanged 322
		SP:Iteration 8Q (78370.640000 sec): 3 clusters
  Score: Raw -916799.209794 + Penalty 2965.200084 = -913834.009711
  nChanged 282
		SP:Iteration 9Q (78370.870000 sec): 3 clusters
  Score: Raw -916925.002745 + Penalty 2965.200084 = -913959.802661
  nChanged 218
		SP:Iteration 10Q (78371.050000 sec): 3 clusters
  Score: Raw -917018.733391 + Penalty 2965.200084 = -914053.533307
  nChanged 196
		SP:Iteration 11Q (78371.400000 sec): 3 clusters
  Score: Raw -917097.849222 + Penalty 2965.200084 = -914132.649138
  nChanged 158
		SP:Iteration 12Q (78371.620000 sec): 3 clusters
  Score: Raw -917153.984210 + Penalty 2965.200084 = -914188.784126
  nChanged 121
		SP:Iteration 13Q (78371.860000 sec): 3 clusters
  Score: Raw -917195.922907 + Penalty 2965.200084 = -914230.722823
  nChanged 94
		SP:Iteration 14Q (78372.100000 sec): 3 clusters
  Score: Raw -917224.348120 + Penalty 2965.200084 = -914259.148036
  nChanged 71
		SP:Iteration 15Q (78372.360000 sec): 3 clusters
  Score: Raw -917238.931821 + Penalty 2965.200084 = -914273.731738
  nChanged 55
		SP:Iteration 16Q (78372.610000 sec): 3 clusters
  Score: Raw -917248.685782 + Penalty 2965.200084 = -914283.485698
  nChanged 37
		SP:Iteration 17Q (78372.840000 sec): 3 clusters
  Score: Raw -917253.906953 + Penalty 2965.200084 = -914288.706870
  nChanged 27
		SP:Iteration 18Q (78373.050000 sec): 3 clusters
  Score: Raw -917258.189782 + Penalty 2965.200084 = -914292.989698
  nChanged 25
		SP:Iteration 19Q (78373.230000 sec): 3 clusters
  Score: Raw -917262.215632 + Penalty 2965.200084 = -914297.015549
  nChanged 22
		SP:Iteration 20F (78373.460000 sec): 3 clusters
  Score: Raw -917266.522226 + Penalty 2965.200084 = -914301.322142
  nChanged 26
		SP:Iteration 21Q (78373.670000 sec): 3 clusters
  Score: Raw -917270.352364 + Penalty 2965.200084 = -914305.152280
  nChanged 27
		SP:Iteration 22Q (78373.950000 sec): 3 clusters
  Score: Raw -917273.972407 + Penalty 2965.200084 = -914308.772323
  nChanged 19
		SP:Iteration 23Q (78374.190000 sec): 3 clusters
  Score: Raw -917276.962298 + Penalty 2965.200084 = -914311.762214
  nChanged 21
		SP:Iteration 24Q (78374.410000 sec): 3 clusters
  Score: Raw -917280.757799 + Penalty 2965.200084 = -914315.557715
  nChanged 16
		SP:Iteration 25Q (78374.630000 sec): 3 clusters
  Score: Raw -917285.094633 + Penalty 2965.200084 = -914319.894550
  nChanged 21
		SP:Iteration 26Q (78374.840000 sec): 3 clusters
  Score: Raw -917288.447816 + Penalty 2965.200084 = -914323.247733
  nChanged 19
		SP:Iteration 27Q (78375.060000 sec): 3 clusters
  Score: Raw -917291.350945 + Penalty 2965.200084 = -914326.150861
  nChanged 17
		SP:Iteration 28Q (78375.250000 sec): 3 clusters
  Score: Raw -917294.106199 + Penalty 2965.200084 = -914328.906116
  nChanged 17
		SP:Iteration 29Q (78375.510000 sec): 3 clusters
  Score: Raw -917296.202484 + Penalty 2965.200084 = -914331.002400
  nChanged 14
		SP:Iteration 30Q (78375.720000 sec): 3 clusters
  Score: Raw -917297.621046 + Penalty 2965.200084 = -914332.420962
  nChanged 7
		SP:Iteration 31Q (78375.930000 sec): 3 clusters
  Score: Raw -917298.304144 + Penalty 2965.200084 = -914333.104060
  nChanged 8
		SP:Iteration 32Q (78376.130000 sec): 3 clusters
  Score: Raw -917299.855460 + Penalty 2965.200084 = -914334.655377
  nChanged 7
		SP:Iteration 33Q (78376.310000 sec): 3 clusters
  Score: Raw -917301.398241 + Penalty 2965.200084 = -914336.198158
  nChanged 9
		SP:Iteration 34Q (78376.550000 sec): 3 clusters
  Score: Raw -917303.083332 + Penalty 2965.200084 = -914337.883249
  nChanged 10
		SP:Iteration 35Q (78376.760000 sec): 3 clusters
  Score: Raw -917304.440455 + Penalty 2965.200084 = -914339.240371
  nChanged 11
		SP:Iteration 36Q (78377.010000 sec): 3 clusters
  Score: Raw -917306.286527 + Penalty 2965.200084 = -914341.086443
  nChanged 11
		SP:Iteration 37Q (78377.190000 sec): 3 clusters
  Score: Raw -917307.788657 + Penalty 2965.200084 = -914342.588574
  nChanged 8
		SP:Iteration 38Q (78377.440000 sec): 3 clusters
  Score: Raw -917308.943092 + Penalty 2965.200084 = -914343.743009
  nChanged 11
		SP:Iteration 39Q (78377.650000 sec): 3 clusters
  Score: Raw -917310.583722 + Penalty 2965.200084 = -914345.383639
  nChanged 11
		SP:Iteration 40F (78377.860000 sec): 3 clusters
  Score: Raw -917312.587712 + Penalty 2965.200084 = -914347.387628
  nChanged 11
		SP:Iteration 41Q (78378.050000 sec): 3 clusters
  Score: Raw -917314.861783 + Penalty 2965.200084 = -914349.661700
  nChanged 17
		SP:Iteration 42Q (78378.270000 sec): 3 clusters
  Score: Raw -917319.610897 + Penalty 2965.200084 = -914354.410814
  nChanged 26
		SP:Iteration 43Q (78378.490000 sec): 3 clusters
  Score: Raw -917325.416389 + Penalty 2965.200084 = -914360.216306
  nChanged 20
		SP:Iteration 44Q (78378.680000 sec): 3 clusters
  Score: Raw -917330.066137 + Penalty 2965.200084 = -914364.866053
  nChanged 27
		SP:Iteration 45Q (78378.920000 sec): 3 clusters
  Score: Raw -917334.365853 + Penalty 2965.200084 = -914369.165769
  nChanged 22
		SP:Iteration 46Q (78379.110000 sec): 3 clusters
  Score: Raw -917337.387561 + Penalty 2965.200084 = -914372.187477
  nChanged 21
		SP:Iteration 47Q (78379.320000 sec): 3 clusters
  Score: Raw -917341.483966 + Penalty 2965.200084 = -914376.283883
  nChanged 17
		SP:Iteration 48Q (78379.510000 sec): 3 clusters
  Score: Raw -917345.035879 + Penalty 2965.200084 = -914379.835795
  nChanged 21
		SP:Iteration 49Q (78379.710000 sec): 3 clusters
  Score: Raw -917350.037544 + Penalty 2965.200084 = -914384.837460
  nChanged 22
		SP:Iteration 50Q (78379.920000 sec): 3 clusters
  Score: Raw -917354.609784 + Penalty 2965.200084 = -914389.409700
  nChanged 22
		SP:Iteration 51Q (78380.190000 sec): 3 clusters
  Score: Raw -917359.799432 + Penalty 2965.200084 = -914394.599348
  nChanged 23
		SP:Iteration 52Q (78380.450000 sec): 3 clusters
  Score: Raw -917363.893965 + Penalty 2965.200084 = -914398.693881
  nChanged 20
		SP:Iteration 53Q (78380.640000 sec): 3 clusters
  Score: Raw -917367.454970 + Penalty 2965.200084 = -914402.254886
  nChanged 19
		SP:Iteration 54Q (78380.840000 sec): 3 clusters
  Score: Raw -917371.322062 + Penalty 2965.200084 = -914406.121978
  nChanged 28
		SP:Iteration 55Q (78381.100000 sec): 3 clusters
  Score: Raw -917378.556387 + Penalty 2965.200084 = -914413.356303
  nChanged 35
		SP:Iteration 56Q (78381.370000 sec): 3 clusters
  Score: Raw -917388.049048 + Penalty 2965.200084 = -914422.848964
  nChanged 40
		SP:Iteration 57Q (78381.620000 sec): 3 clusters
  Score: Raw -917396.570571 + Penalty 2965.200084 = -914431.370487
  nChanged 32
		SP:Iteration 58Q (78381.870000 sec): 3 clusters
  Score: Raw -917405.279530 + Penalty 2965.200084 = -914440.079447
  nChanged 36
		SP:Iteration 59Q (78382.100000 sec): 3 clusters
  Score: Raw -917414.119531 + Penalty 2965.200084 = -914448.919447
  nChanged 30
		SP:Iteration 60F (78382.310000 sec): 3 clusters
  Score: Raw -917421.946253 + Penalty 2965.200084 = -914456.746169
  nChanged 39
		SP:Iteration 61Q (78382.510000 sec): 3 clusters
  Score: Raw -917432.220498 + Penalty 2965.200084 = -914467.020415
  nChanged 35
		SP:Iteration 62Q (78382.670000 sec): 3 clusters
  Score: Raw -917449.836527 + Penalty 2965.200084 = -914484.636443
  nChanged 52
		SP:Iteration 63Q (78382.920000 sec): 3 clusters
  Score: Raw -917466.550758 + Penalty 2965.200084 = -914501.350674
  nChanged 46
		SP:Iteration 64Q (78383.210000 sec): 3 clusters
  Score: Raw -917486.708026 + Penalty 2965.200084 = -914521.507943
  nChanged 63
		SP:Iteration 65Q (78383.470000 sec): 3 clusters
  Score: Raw -917514.560537 + Penalty 2965.200084 = -914549.360454
  nChanged 57
		SP:Iteration 66Q (78383.740000 sec): 3 clusters
  Score: Raw -917535.590559 + Penalty 2965.200084 = -914570.390476
  nChanged 62
		SP:Iteration 67Q (78383.930000 sec): 3 clusters
  Score: Raw -917553.285131 + Penalty 2965.200084 = -914588.085047
  nChanged 51
		SP:Iteration 68Q (78384.150000 sec): 3 clusters
  Score: Raw -917570.103574 + Penalty 2965.200084 = -914604.903490
  nChanged 47
		SP:Iteration 69Q (78384.340000 sec): 3 clusters
  Score: Raw -917586.723296 + Penalty 2965.200084 = -914621.523212
  nChanged 55
		SP:Iteration 70Q (78384.570000 sec): 3 clusters
  Score: Raw -917609.237917 + Penalty 2965.200084 = -914644.037833
  nChanged 46
		SP:Iteration 71Q (78384.840000 sec): 3 clusters
  Score: Raw -917633.457817 + Penalty 2965.200084 = -914668.257733
  nChanged 40
		SP:Iteration 72Q (78385.080000 sec): 3 clusters
  Score: Raw -917648.245722 + Penalty 2965.200084 = -914683.045638
  nChanged 48
		SP:Iteration 73Q (78385.250000 sec): 3 clusters
  Score: Raw -917668.417408 + Penalty 2965.200084 = -914703.217325
  nChanged 40
		SP:Iteration 74Q (78385.480000 sec): 3 clusters
  Score: Raw -917685.424881 + Penalty 2965.200084 = -914720.224797
  nChanged 52
		SP:Iteration 75Q (78385.710000 sec): 3 clusters
  Score: Raw -917705.691294 + Penalty 2965.200084 = -914740.491211
  nChanged 47
		SP:Iteration 76Q (78385.960000 sec): 3 clusters
  Score: Raw -917729.182469 + Penalty 2965.200084 = -914763.982385
  nChanged 50
		SP:Iteration 77Q (78386.190000 sec): 3 clusters
  Score: Raw -917752.131559 + Penalty 2965.200084 = -914786.931475
  nChanged 32
		SP:Iteration 78Q (78386.410000 sec): 3 clusters
  Score: Raw -917764.008297 + Penalty 2965.200084 = -914798.808213
  nChanged 36
		SP:Iteration 79Q (78386.650000 sec): 3 clusters
  Score: Raw -917777.570414 + Penalty 2965.200084 = -914812.370330
  nChanged 32
		SP:Iteration 80F (78386.890000 sec): 3 clusters
  Score: Raw -917787.455251 + Penalty 2965.200084 = -914822.255167
  nChanged 33
		SP:Iteration 81Q (78387.080000 sec): 3 clusters
  Score: Raw -917797.844264 + Penalty 2965.200084 = -914832.644180
  nChanged 34
		SP:Iteration 82Q (78387.330000 sec): 3 clusters
  Score: Raw -917808.253318 + Penalty 2965.200084 = -914843.053234
  nChanged 24
		SP:Iteration 83Q (78387.600000 sec): 3 clusters
  Score: Raw -917814.803596 + Penalty 2965.200084 = -914849.603512
  nChanged 21
		SP:Iteration 84Q (78387.900000 sec): 3 clusters
  Score: Raw -917819.592641 + Penalty 2965.200084 = -914854.392558
  nChanged 16
		SP:Iteration 85Q (78388.090000 sec): 3 clusters
  Score: Raw -917822.571141 + Penalty 2965.200084 = -914857.371057
  nChanged 12
		SP:Iteration 86Q (78388.350000 sec): 3 clusters
  Score: Raw -917825.346757 + Penalty 2965.200084 = -914860.146673
  nChanged 9
		SP:Iteration 87Q (78388.560000 sec): 3 clusters
  Score: Raw -917827.562520 + Penalty 2965.200084 = -914862.362437
  nChanged 9
		SP:Iteration 88Q (78388.780000 sec): 3 clusters
  Score: Raw -917830.072974 + Penalty 2965.200084 = -914864.872890
  nChanged 14
		SP:Iteration 89Q (78388.990000 sec): 3 clusters
  Score: Raw -917832.405919 + Penalty 2965.200084 = -914867.205836
  nChanged 8
		SP:Iteration 90Q (78389.250000 sec): 3 clusters
  Score: Raw -917834.127917 + Penalty 2965.200084 = -914868.927833
  nChanged 5
		SP:Iteration 91Q (78389.480000 sec): 3 clusters
  Score: Raw -917835.349142 + Penalty 2965.200084 = -914870.149059
  nChanged 6
		SP:Iteration 92Q (78389.690000 sec): 3 clusters
  Score: Raw -917836.105091 + Penalty 2965.200084 = -914870.905007
  nChanged 1
		SP:Iteration 93Q (78389.870000 sec): 3 clusters
  Score: Raw -917836.444548 + Penalty 2965.200084 = -914871.244464
  nChanged 2
		SP:Iteration 94Q (78390.130000 sec): 3 clusters
  Score: Raw -917836.750792 + Penalty 2965.200084 = -914871.550708
  nChanged 0
		SP:Iteration 95F (78390.340000 sec): 3 clusters
  Score: Raw -917836.750792 + Penalty 2965.200084 = -914871.550708
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78390.610000 sec): 2 clusters
  Score: Raw -4314370.616265 + Penalty 1718.188624 = -4312652.427641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78390.990000 sec): 3 clusters
  Score: Raw -4290005.760817 + Penalty 3436.377248 = -4286569.383569
  nChanged 18192
		SP:Iteration 1F (78391.400000 sec): 3 clusters
  Score: Raw -4300283.829617 + Penalty 3436.377248 = -4296847.452369
  nChanged 1803
		SP:Iteration 2Q (78391.780000 sec): 3 clusters
  Score: Raw -4300911.042841 + Penalty 3436.377248 = -4297474.665593
  nChanged 1855
		SP:Iteration 3Q (78392.170000 sec): 3 clusters
  Score: Raw -4301657.288826 + Penalty 3436.377248 = -4298220.911578
  nChanged 2078
		SP:Iteration 4F (78392.560000 sec): 3 clusters
  Score: Raw -4302693.848574 + Penalty 3436.377248 = -4299257.471326
  nChanged 2528
		SP:Iteration 5F (78392.910000 sec): 3 clusters
  Score: Raw -4304324.993871 + Penalty 3436.377248 = -4300888.616623
  nChanged 3059
		SP:Iteration 6F (78393.330000 sec): 3 clusters
  Score: Raw -4306762.439337 + Penalty 3436.377248 = -4303326.062089
  nChanged 3231
		SP:Iteration 7F (78393.680000 sec): 3 clusters
  Score: Raw -4309695.676465 + Penalty 3436.377248 = -4306259.299217
  nChanged 2539
		SP:Iteration 8F (78394.080000 sec): 3 clusters
  Score: Raw -4312107.416575 + Penalty 3436.377248 = -4308671.039327
  nChanged 1477
		SP:Iteration 9Q (78394.560000 sec): 3 clusters
  Score: Raw -4313496.111986 + Penalty 3436.377248 = -4310059.734738
  nChanged 667
		SP:Iteration 10Q (78394.980000 sec): 3 clusters
  Score: Raw -4314105.253170 + Penalty 3436.377248 = -4310668.875922
  nChanged 273
		SP:Iteration 11Q (78395.370000 sec): 3 clusters
  Score: Raw -4314369.398384 + Penalty 3436.377248 = -4310933.021136
  nChanged 106
		SP:Iteration 12Q (78395.770000 sec): 3 clusters
  Score: Raw -4314505.754309 + Penalty 3436.377248 = -4311069.377062
  nChanged 42
		SP:Iteration 13Q (78396.170000 sec): 3 clusters
  Score: Raw -4314561.295851 + Penalty 3436.377248 = -4311124.918603
  nChanged 22
		SP:Iteration 14Q (78396.500000 sec): 3 clusters
  Score: Raw -4314585.876120 + Penalty 3436.377248 = -4311149.498873
  nChanged 15
		SP:Iteration 15Q (78396.840000 sec): 3 clusters
  Score: Raw -4314600.419690 + Penalty 3436.377248 = -4311164.042442
  nChanged 9
		SP:Iteration 16Q (78397.200000 sec): 3 clusters
  Score: Raw -4314610.561357 + Penalty 3436.377248 = -4311174.184109
  nChanged 7
		SP:Iteration 17Q (78397.530000 sec): 3 clusters
  Score: Raw -4314618.183787 + Penalty 3436.377248 = -4311181.806539
  nChanged 6
		SP:Iteration 18Q (78397.910000 sec): 3 clusters
  Score: Raw -4314625.391763 + Penalty 3436.377248 = -4311189.014515
  nChanged 4
		SP:Iteration 19Q (78398.210000 sec): 3 clusters
  Score: Raw -4314630.689612 + Penalty 3436.377248 = -4311194.312364
  nChanged 6
		SP:Iteration 20F (78398.580000 sec): 3 clusters
  Score: Raw -4314637.277622 + Penalty 3436.377248 = -4311200.900374
  nChanged 3
		SP:Iteration 21Q (78398.950000 sec): 3 clusters
  Score: Raw -4314641.550111 + Penalty 3436.377248 = -4311205.172863
  nChanged 5
		SP:Iteration 22Q (78399.270000 sec): 3 clusters
  Score: Raw -4314646.087924 + Penalty 3436.377248 = -4311209.710676
  nChanged 2
		SP:Iteration 23Q (78399.650000 sec): 3 clusters
  Score: Raw -4314647.960033 + Penalty 3436.377248 = -4311211.582785
  nChanged 1
		SP:Iteration 24Q (78400.020000 sec): 3 clusters
  Score: Raw -4314650.302002 + Penalty 3436.377248 = -4311213.924754
  nChanged 3
		SP:Iteration 25Q (78400.420000 sec): 3 clusters
  Score: Raw -4314653.392328 + Penalty 3436.377248 = -4311217.015080
  nChanged 2
		SP:Iteration 26Q (78400.790000 sec): 3 clusters
  Score: Raw -4314655.166019 + Penalty 3436.377248 = -4311218.788771
  nChanged 3
		SP:Iteration 27Q (78401.150000 sec): 3 clusters
  Score: Raw -4314657.436917 + Penalty 3436.377248 = -4311221.059669
  nChanged 1
		SP:Iteration 28Q (78401.540000 sec): 3 clusters
  Score: Raw -4314657.978223 + Penalty 3436.377248 = -4311221.600975
  nChanged 0
		SP:Iteration 29F (78401.940000 sec): 3 clusters
  Score: Raw -4314657.978223 + Penalty 3436.377248 = -4311221.600975
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78402.100000 sec): 2 clusters
  Score: Raw -1163625.365148 + Penalty 1506.638835 = -1162118.726312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78402.350000 sec): 3 clusters
  Score: Raw -1157580.914310 + Penalty 3013.277670 = -1154567.636640
  nChanged 4632
		SP:Iteration 1F (78402.590000 sec): 3 clusters
  Score: Raw -1160155.117378 + Penalty 3013.277670 = -1157141.839708
  nChanged 659
		SP:Iteration 2F (78402.830000 sec): 3 clusters
  Score: Raw -1160507.228535 + Penalty 3013.277670 = -1157493.950865
  nChanged 618
		SP:Iteration 3F (78403.100000 sec): 3 clusters
  Score: Raw -1160910.501033 + Penalty 3013.277670 = -1157897.223362
  nChanged 608
		SP:Iteration 4F (78403.290000 sec): 3 clusters
  Score: Raw -1161315.908397 + Penalty 3013.277670 = -1158302.630727
  nChanged 593
		SP:Iteration 5F (78403.500000 sec): 3 clusters
  Score: Raw -1161704.139389 + Penalty 3013.277670 = -1158690.861719
  nChanged 535
		SP:Iteration 6F (78403.730000 sec): 3 clusters
  Score: Raw -1162063.412762 + Penalty 3013.277670 = -1159050.135092
  nChanged 518
		SP:Iteration 7Q (78404.030000 sec): 3 clusters
  Score: Raw -1162439.620371 + Penalty 3013.277670 = -1159426.342701
  nChanged 467
		SP:Iteration 8Q (78404.270000 sec): 3 clusters
  Score: Raw -1162763.211502 + Penalty 3013.277670 = -1159749.933832
  nChanged 401
		SP:Iteration 9Q (78404.490000 sec): 3 clusters
  Score: Raw -1163031.128793 + Penalty 3013.277670 = -1160017.851123
  nChanged 336
		SP:Iteration 10Q (78404.770000 sec): 3 clusters
  Score: Raw -1163262.026920 + Penalty 3013.277670 = -1160248.749250
  nChanged 290
		SP:Iteration 11Q (78405.020000 sec): 3 clusters
  Score: Raw -1163486.401687 + Penalty 3013.277670 = -1160473.124017
  nChanged 248
		SP:Iteration 12Q (78405.250000 sec): 3 clusters
  Score: Raw -1163715.531220 + Penalty 3013.277670 = -1160702.253550
  nChanged 232
		SP:Iteration 13Q (78405.460000 sec): 3 clusters
  Score: Raw -1163971.695677 + Penalty 3013.277670 = -1160958.418007
  nChanged 180
		SP:Iteration 14Q (78405.730000 sec): 3 clusters
  Score: Raw -1164161.655047 + Penalty 3013.277670 = -1161148.377377
  nChanged 159
		SP:Iteration 15Q (78405.920000 sec): 3 clusters
  Score: Raw -1164269.783607 + Penalty 3013.277670 = -1161256.505937
  nChanged 116
		SP:Iteration 16Q (78406.140000 sec): 3 clusters
  Score: Raw -1164324.286753 + Penalty 3013.277670 = -1161311.009083
  nChanged 75
		SP:Iteration 17Q (78406.380000 sec): 3 clusters
  Score: Raw -1164352.962863 + Penalty 3013.277670 = -1161339.685193
  nChanged 50
		SP:Iteration 18Q (78406.610000 sec): 3 clusters
  Score: Raw -1164368.543961 + Penalty 3013.277670 = -1161355.266291
  nChanged 35
		SP:Iteration 19Q (78406.850000 sec): 3 clusters
  Score: Raw -1164378.379061 + Penalty 3013.277670 = -1161365.101391
  nChanged 35
		SP:Iteration 20F (78407.140000 sec): 3 clusters
  Score: Raw -1164386.828736 + Penalty 3013.277670 = -1161373.551066
  nChanged 25
		SP:Iteration 21Q (78407.370000 sec): 3 clusters
  Score: Raw -1164393.114678 + Penalty 3013.277670 = -1161379.837008
  nChanged 24
		SP:Iteration 22Q (78407.630000 sec): 3 clusters
  Score: Raw -1164399.115238 + Penalty 3013.277670 = -1161385.837568
  nChanged 12
		SP:Iteration 23Q (78407.910000 sec): 3 clusters
  Score: Raw -1164401.492026 + Penalty 3013.277670 = -1161388.214356
  nChanged 5
		SP:Iteration 24Q (78408.140000 sec): 3 clusters
  Score: Raw -1164402.246099 + Penalty 3013.277670 = -1161388.968428
  nChanged 3
		SP:Iteration 25Q (78408.390000 sec): 3 clusters
  Score: Raw -1164403.213638 + Penalty 3013.277670 = -1161389.935968
  nChanged 6
		SP:Iteration 26Q (78408.650000 sec): 3 clusters
  Score: Raw -1164404.048264 + Penalty 3013.277670 = -1161390.770593
  nChanged 9
		SP:Iteration 27Q (78408.890000 sec): 3 clusters
  Score: Raw -1164405.427616 + Penalty 3013.277670 = -1161392.149946
  nChanged 6
		SP:Iteration 28Q (78409.150000 sec): 3 clusters
  Score: Raw -1164406.413356 + Penalty 3013.277670 = -1161393.135686
  nChanged 4
		SP:Iteration 29Q (78409.370000 sec): 3 clusters
  Score: Raw -1164407.003867 + Penalty 3013.277670 = -1161393.726197
  nChanged 4
		SP:Iteration 30Q (78409.590000 sec): 3 clusters
  Score: Raw -1164407.987507 + Penalty 3013.277670 = -1161394.709837
  nChanged 6
		SP:Iteration 31Q (78409.810000 sec): 3 clusters
  Score: Raw -1164409.137373 + Penalty 3013.277670 = -1161395.859703
  nChanged 4
		SP:Iteration 32Q (78410.020000 sec): 3 clusters
  Score: Raw -1164410.224760 + Penalty 3013.277670 = -1161396.947090
  nChanged 4
		SP:Iteration 33Q (78410.270000 sec): 3 clusters
  Score: Raw -1164410.852768 + Penalty 3013.277670 = -1161397.575098
  nChanged 4
		SP:Iteration 34Q (78410.500000 sec): 3 clusters
  Score: Raw -1164411.281264 + Penalty 3013.277670 = -1161398.003594
  nChanged 1
		SP:Iteration 35Q (78410.750000 sec): 3 clusters
  Score: Raw -1164411.364119 + Penalty 3013.277670 = -1161398.086449
  nChanged 2
		SP:Iteration 36Q (78410.940000 sec): 3 clusters
  Score: Raw -1164411.621871 + Penalty 3013.277670 = -1161398.344201
  nChanged 2
		SP:Iteration 37Q (78411.200000 sec): 3 clusters
  Score: Raw -1164412.032031 + Penalty 3013.277670 = -1161398.754361
  nChanged 2
		SP:Iteration 38Q (78411.470000 sec): 3 clusters
  Score: Raw -1164412.384595 + Penalty 3013.277670 = -1161399.106925
  nChanged 1
		SP:Iteration 39Q (78411.770000 sec): 3 clusters
  Score: Raw -1164412.489706 + Penalty 3013.277670 = -1161399.212036
  nChanged 1
		SP:Iteration 40F (78412.010000 sec): 3 clusters
  Score: Raw -1164412.561746 + Penalty 3013.277670 = -1161399.284075
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (23105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78412.190000 sec): 2 clusters
  Score: Raw -2659112.261227 + Penalty 1632.768203 = -2657479.493025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78412.500000 sec): 3 clusters
  Score: Raw -2645063.083637 + Penalty 3265.536405 = -2641797.547232
  nChanged 10485
		SP:Iteration 1F (78412.820000 sec): 3 clusters
  Score: Raw -2650877.179240 + Penalty 3265.536405 = -2647611.642835
  nChanged 1272
		SP:Iteration 2F (78413.090000 sec): 3 clusters
  Score: Raw -2651487.279385 + Penalty 3265.536405 = -2648221.742980
  nChanged 1396
		SP:Iteration 3F (78413.370000 sec): 3 clusters
  Score: Raw -2652339.319184 + Penalty 3265.536405 = -2649073.782778
  nChanged 1581
		SP:Iteration 4F (78413.700000 sec): 3 clusters
  Score: Raw -2653467.023432 + Penalty 3265.536405 = -2650201.487027
  nChanged 1667
		SP:Iteration 5F (78414.050000 sec): 3 clusters
  Score: Raw -2654729.223611 + Penalty 3265.536405 = -2651463.687205
  nChanged 1554
		SP:Iteration 6F (78414.360000 sec): 3 clusters
  Score: Raw -2656025.574809 + Penalty 3265.536405 = -2652760.038403
  nChanged 1368
		SP:Iteration 7F (78414.690000 sec): 3 clusters
  Score: Raw -2657325.852379 + Penalty 3265.536405 = -2654060.315974
  nChanged 1094
		SP:Iteration 8Q (78415.030000 sec): 3 clusters
  Score: Raw -2658423.754297 + Penalty 3265.536405 = -2655158.217892
  nChanged 750
		SP:Iteration 9Q (78415.340000 sec): 3 clusters
  Score: Raw -2659033.117850 + Penalty 3265.536405 = -2655767.581445
  nChanged 438
		SP:Iteration 10Q (78415.680000 sec): 3 clusters
  Score: Raw -2659298.190248 + Penalty 3265.536405 = -2656032.653843
  nChanged 272
		SP:Iteration 11Q (78416.010000 sec): 3 clusters
  Score: Raw -2659427.256525 + Penalty 3265.536405 = -2656161.720120
  nChanged 189
		SP:Iteration 12Q (78416.310000 sec): 3 clusters
  Score: Raw -2659513.099528 + Penalty 3265.536405 = -2656247.563123
  nChanged 167
		SP:Iteration 13Q (78416.590000 sec): 3 clusters
  Score: Raw -2659568.770964 + Penalty 3265.536405 = -2656303.234559
  nChanged 126
		SP:Iteration 14Q (78416.880000 sec): 3 clusters
  Score: Raw -2659601.593290 + Penalty 3265.536405 = -2656336.056885
  nChanged 101
		SP:Iteration 15Q (78417.220000 sec): 3 clusters
  Score: Raw -2659623.378547 + Penalty 3265.536405 = -2656357.842142
  nChanged 71
		SP:Iteration 16Q (78417.550000 sec): 3 clusters
  Score: Raw -2659636.433091 + Penalty 3265.536405 = -2656370.896686
  nChanged 55
		SP:Iteration 17Q (78417.850000 sec): 3 clusters
  Score: Raw -2659646.969523 + Penalty 3265.536405 = -2656381.433118
  nChanged 45
		SP:Iteration 18Q (78418.170000 sec): 3 clusters
  Score: Raw -2659655.039400 + Penalty 3265.536405 = -2656389.502995
  nChanged 42
		SP:Iteration 19Q (78418.530000 sec): 3 clusters
  Score: Raw -2659661.046034 + Penalty 3265.536405 = -2656395.509629
  nChanged 33
		SP:Iteration 20F (78418.850000 sec): 3 clusters
  Score: Raw -2659664.748608 + Penalty 3265.536405 = -2656399.212203
  nChanged 19
		SP:Iteration 21Q (78419.150000 sec): 3 clusters
  Score: Raw -2659667.212903 + Penalty 3265.536405 = -2656401.676498
  nChanged 25
		SP:Iteration 22Q (78419.440000 sec): 3 clusters
  Score: Raw -2659670.134921 + Penalty 3265.536405 = -2656404.598516
  nChanged 14
		SP:Iteration 23Q (78419.730000 sec): 3 clusters
  Score: Raw -2659671.380466 + Penalty 3265.536405 = -2656405.844061
  nChanged 6
		SP:Iteration 24Q (78420.010000 sec): 3 clusters
  Score: Raw -2659671.878224 + Penalty 3265.536405 = -2656406.341819
  nChanged 4
		SP:Iteration 25Q (78420.310000 sec): 3 clusters
  Score: Raw -2659672.294095 + Penalty 3265.536405 = -2656406.757690
  nChanged 7
		SP:Iteration 26Q (78420.620000 sec): 3 clusters
  Score: Raw -2659673.238607 + Penalty 3265.536405 = -2656407.702202
  nChanged 6
		SP:Iteration 27Q (78420.870000 sec): 3 clusters
  Score: Raw -2659673.688022 + Penalty 3265.536405 = -2656408.151617
  nChanged 3
		SP:Iteration 28Q (78421.180000 sec): 3 clusters
  Score: Raw -2659673.961135 + Penalty 3265.536405 = -2656408.424730
  nChanged 6
		SP:Iteration 29Q (78421.500000 sec): 3 clusters
  Score: Raw -2659674.571326 + Penalty 3265.536405 = -2656409.034921
  nChanged 6
		SP:Iteration 30Q (78421.780000 sec): 3 clusters
  Score: Raw -2659675.169621 + Penalty 3265.536405 = -2656409.633216
  nChanged 8
		SP:Iteration 31Q (78422.080000 sec): 3 clusters
  Score: Raw -2659675.901319 + Penalty 3265.536405 = -2656410.364914
  nChanged 6
		SP:Iteration 32Q (78422.430000 sec): 3 clusters
  Score: Raw -2659676.596226 + Penalty 3265.536405 = -2656411.059821
  nChanged 8
		SP:Iteration 33Q (78422.740000 sec): 3 clusters
  Score: Raw -2659677.447944 + Penalty 3265.536405 = -2656411.911539
  nChanged 3
		SP:Iteration 34Q (78423.060000 sec): 3 clusters
  Score: Raw -2659677.557977 + Penalty 3265.536405 = -2656412.021572
  nChanged 1
		SP:Iteration 35Q (78423.320000 sec): 3 clusters
  Score: Raw -2659677.627248 + Penalty 3265.536405 = -2656412.090843
  nChanged 0
		SP:Iteration 36F (78423.610000 sec): 3 clusters
  Score: Raw -2659677.627248 + Penalty 3265.536405 = -2656412.090843
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (17887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78423.790000 sec): 2 clusters
  Score: Raw -1861081.710979 + Penalty 1591.172289 = -1859490.538690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78424.070000 sec): 3 clusters
  Score: Raw -1850427.606228 + Penalty 3182.344578 = -1847245.261650
  nChanged 8004
		SP:Iteration 1F (78424.290000 sec): 3 clusters
  Score: Raw -1854923.474768 + Penalty 3182.344578 = -1851741.130190
  nChanged 973
		SP:Iteration 2F (78424.540000 sec): 3 clusters
  Score: Raw -1855366.333863 + Penalty 3182.344578 = -1852183.989285
  nChanged 942
		SP:Iteration 3F (78424.830000 sec): 3 clusters
  Score: Raw -1855799.629237 + Penalty 3182.344578 = -1852617.284659
  nChanged 890
		SP:Iteration 4Q (78425.130000 sec): 3 clusters
  Score: Raw -1856264.451004 + Penalty 3182.344578 = -1853082.106426
  nChanged 897
		SP:Iteration 5F (78425.450000 sec): 3 clusters
  Score: Raw -1856846.118323 + Penalty 3182.344578 = -1853663.773745
  nChanged 930
		SP:Iteration 6F (78425.740000 sec): 3 clusters
  Score: Raw -1857485.021176 + Penalty 3182.344578 = -1854302.676597
  nChanged 889
		SP:Iteration 7Q (78426.050000 sec): 3 clusters
  Score: Raw -1858055.347280 + Penalty 3182.344578 = -1854873.002702
  nChanged 868
		SP:Iteration 8Q (78426.290000 sec): 3 clusters
  Score: Raw -1858641.528509 + Penalty 3182.344578 = -1855459.183930
  nChanged 779
		SP:Iteration 9Q (78426.620000 sec): 3 clusters
  Score: Raw -1859154.084068 + Penalty 3182.344578 = -1855971.739490
  nChanged 709
		SP:Iteration 10Q (78426.920000 sec): 3 clusters
  Score: Raw -1859603.966652 + Penalty 3182.344578 = -1856421.622074
  nChanged 605
		SP:Iteration 11Q (78427.220000 sec): 3 clusters
  Score: Raw -1860035.470232 + Penalty 3182.344578 = -1856853.125654
  nChanged 550
		SP:Iteration 12Q (78427.500000 sec): 3 clusters
  Score: Raw -1860432.842247 + Penalty 3182.344578 = -1857250.497669
  nChanged 402
		SP:Iteration 13Q (78427.820000 sec): 3 clusters
  Score: Raw -1860695.126474 + Penalty 3182.344578 = -1857512.781896
  nChanged 298
		SP:Iteration 14Q (78428.100000 sec): 3 clusters
  Score: Raw -1860863.972377 + Penalty 3182.344578 = -1857681.627798
  nChanged 211
		SP:Iteration 15Q (78428.450000 sec): 3 clusters
  Score: Raw -1860989.564952 + Penalty 3182.344578 = -1857807.220374
  nChanged 185
		SP:Iteration 16Q (78428.760000 sec): 3 clusters
  Score: Raw -1861114.428483 + Penalty 3182.344578 = -1857932.083905
  nChanged 149
		SP:Iteration 17Q (78429.020000 sec): 3 clusters
  Score: Raw -1861211.202435 + Penalty 3182.344578 = -1858028.857857
  nChanged 122
		SP:Iteration 18Q (78429.300000 sec): 3 clusters
  Score: Raw -1861279.691078 + Penalty 3182.344578 = -1858097.346500
  nChanged 86
		SP:Iteration 19Q (78429.550000 sec): 3 clusters
  Score: Raw -1861324.584546 + Penalty 3182.344578 = -1858142.239967
  nChanged 56
		SP:Iteration 20F (78429.850000 sec): 3 clusters
  Score: Raw -1861353.949955 + Penalty 3182.344578 = -1858171.605377
  nChanged 53
		SP:Iteration 21Q (78430.200000 sec): 3 clusters
  Score: Raw -1861384.428258 + Penalty 3182.344578 = -1858202.083680
  nChanged 48
		SP:Iteration 22Q (78430.490000 sec): 3 clusters
  Score: Raw -1861409.354017 + Penalty 3182.344578 = -1858227.009439
  nChanged 38
		SP:Iteration 23Q (78430.800000 sec): 3 clusters
  Score: Raw -1861432.351326 + Penalty 3182.344578 = -1858250.006748
  nChanged 32
		SP:Iteration 24Q (78431.120000 sec): 3 clusters
  Score: Raw -1861450.141883 + Penalty 3182.344578 = -1858267.797305
  nChanged 23
		SP:Iteration 25Q (78431.460000 sec): 3 clusters
  Score: Raw -1861462.145455 + Penalty 3182.344578 = -1858279.800877
  nChanged 16
		SP:Iteration 26Q (78431.720000 sec): 3 clusters
  Score: Raw -1861467.832465 + Penalty 3182.344578 = -1858285.487887
  nChanged 12
		SP:Iteration 27Q (78432.000000 sec): 3 clusters
  Score: Raw -1861471.674076 + Penalty 3182.344578 = -1858289.329498
  nChanged 8
		SP:Iteration 28Q (78432.290000 sec): 3 clusters
  Score: Raw -1861474.703827 + Penalty 3182.344578 = -1858292.359249
  nChanged 12
		SP:Iteration 29Q (78432.510000 sec): 3 clusters
  Score: Raw -1861478.984785 + Penalty 3182.344578 = -1858296.640207
  nChanged 7
		SP:Iteration 30Q (78432.830000 sec): 3 clusters
  Score: Raw -1861482.030748 + Penalty 3182.344578 = -1858299.686169
  nChanged 4
		SP:Iteration 31Q (78433.100000 sec): 3 clusters
  Score: Raw -1861483.897994 + Penalty 3182.344578 = -1858301.553416
  nChanged 6
		SP:Iteration 32Q (78433.370000 sec): 3 clusters
  Score: Raw -1861485.878191 + Penalty 3182.344578 = -1858303.533613
  nChanged 4
		SP:Iteration 33Q (78433.710000 sec): 3 clusters
  Score: Raw -1861487.705950 + Penalty 3182.344578 = -1858305.361372
  nChanged 4
		SP:Iteration 34Q (78434.000000 sec): 3 clusters
  Score: Raw -1861489.465423 + Penalty 3182.344578 = -1858307.120845
  nChanged 1
		SP:Iteration 35Q (78434.230000 sec): 3 clusters
  Score: Raw -1861489.768055 + Penalty 3182.344578 = -1858307.423477
  nChanged 3
		SP:Iteration 36Q (78434.560000 sec): 3 clusters
  Score: Raw -1861490.722898 + Penalty 3182.344578 = -1858308.378320
  nChanged 1
		SP:Iteration 37Q (78434.810000 sec): 3 clusters
  Score: Raw -1861491.028307 + Penalty 3182.344578 = -1858308.683729
  nChanged 0
		SP:Iteration 38F (78435.060000 sec): 3 clusters
  Score: Raw -1861491.028307 + Penalty 3182.344578 = -1858308.683729
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (15257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78435.210000 sec): 2 clusters
  Score: Raw -1709821.500083 + Penalty 1565.328975 = -1708256.171108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78435.460000 sec): 3 clusters
  Score: Raw -1700809.826786 + Penalty 3130.657950 = -1697679.168836
  nChanged 6749
		SP:Iteration 1F (78435.750000 sec): 3 clusters
  Score: Raw -1704541.889628 + Penalty 3130.657950 = -1701411.231678
  nChanged 839
		SP:Iteration 2F (78435.990000 sec): 3 clusters
  Score: Raw -1704896.314319 + Penalty 3130.657950 = -1701765.656368
  nChanged 786
		SP:Iteration 3F (78436.200000 sec): 3 clusters
  Score: Raw -1705248.522305 + Penalty 3130.657950 = -1702117.864355
  nChanged 768
		SP:Iteration 4F (78436.450000 sec): 3 clusters
  Score: Raw -1705598.393877 + Penalty 3130.657950 = -1702467.735927
  nChanged 746
		SP:Iteration 5Q (78436.680000 sec): 3 clusters
  Score: Raw -1706003.671802 + Penalty 3130.657950 = -1702873.013852
  nChanged 831
		SP:Iteration 6F (78436.970000 sec): 3 clusters
  Score: Raw -1706517.541303 + Penalty 3130.657950 = -1703386.883353
  nChanged 847
		SP:Iteration 7F (78437.210000 sec): 3 clusters
  Score: Raw -1707096.852030 + Penalty 3130.657950 = -1703966.194080
  nChanged 772
		SP:Iteration 8F (78437.530000 sec): 3 clusters
  Score: Raw -1707667.363419 + Penalty 3130.657950 = -1704536.705469
  nChanged 694
		SP:Iteration 9Q (78437.780000 sec): 3 clusters
  Score: Raw -1708182.017541 + Penalty 3130.657950 = -1705051.359591
  nChanged 586
		SP:Iteration 10Q (78438.040000 sec): 3 clusters
  Score: Raw -1708535.394921 + Penalty 3130.657950 = -1705404.736970
  nChanged 470
		SP:Iteration 11Q (78438.310000 sec): 3 clusters
  Score: Raw -1708827.099334 + Penalty 3130.657950 = -1705696.441384
  nChanged 393
		SP:Iteration 12Q (78438.530000 sec): 3 clusters
  Score: Raw -1709042.749102 + Penalty 3130.657950 = -1705912.091152
  nChanged 327
		SP:Iteration 13Q (78438.810000 sec): 3 clusters
  Score: Raw -1709213.368605 + Penalty 3130.657950 = -1706082.710655
  nChanged 266
		SP:Iteration 14Q (78439.000000 sec): 3 clusters
  Score: Raw -1709357.354462 + Penalty 3130.657950 = -1706226.696511
  nChanged 230
		SP:Iteration 15Q (78439.270000 sec): 3 clusters
  Score: Raw -1709485.750475 + Penalty 3130.657950 = -1706355.092525
  nChanged 208
		SP:Iteration 16Q (78439.480000 sec): 3 clusters
  Score: Raw -1709608.759987 + Penalty 3130.657950 = -1706478.102037
  nChanged 193
		SP:Iteration 17Q (78439.700000 sec): 3 clusters
  Score: Raw -1709712.363103 + Penalty 3130.657950 = -1706581.705153
  nChanged 143
		SP:Iteration 18Q (78439.960000 sec): 3 clusters
  Score: Raw -1709780.964150 + Penalty 3130.657950 = -1706650.306200
  nChanged 107
		SP:Iteration 19Q (78440.200000 sec): 3 clusters
  Score: Raw -1709825.503925 + Penalty 3130.657950 = -1706694.845975
  nChanged 81
		SP:Iteration 20F (78440.450000 sec): 3 clusters
  Score: Raw -1709859.542047 + Penalty 3130.657950 = -1706728.884097
  nChanged 76
		SP:Iteration 21Q (78440.720000 sec): 3 clusters
  Score: Raw -1709898.766067 + Penalty 3130.657950 = -1706768.108117
  nChanged 77
		SP:Iteration 22Q (78440.940000 sec): 3 clusters
  Score: Raw -1709936.925269 + Penalty 3130.657950 = -1706806.267318
  nChanged 78
		SP:Iteration 23Q (78441.210000 sec): 3 clusters
  Score: Raw -1709979.885639 + Penalty 3130.657950 = -1706849.227689
  nChanged 72
		SP:Iteration 24Q (78441.440000 sec): 3 clusters
  Score: Raw -1710020.405047 + Penalty 3130.657950 = -1706889.747097
  nChanged 58
		SP:Iteration 25Q (78441.700000 sec): 3 clusters
  Score: Raw -1710049.468562 + Penalty 3130.657950 = -1706918.810612
  nChanged 48
		SP:Iteration 26Q (78441.940000 sec): 3 clusters
  Score: Raw -1710076.577863 + Penalty 3130.657950 = -1706945.919913
  nChanged 47
		SP:Iteration 27Q (78442.190000 sec): 3 clusters
  Score: Raw -1710105.036547 + Penalty 3130.657950 = -1706974.378597
  nChanged 42
		SP:Iteration 28Q (78442.410000 sec): 3 clusters
  Score: Raw -1710130.816718 + Penalty 3130.657950 = -1707000.158768
  nChanged 38
		SP:Iteration 29Q (78442.670000 sec): 3 clusters
  Score: Raw -1710146.407713 + Penalty 3130.657950 = -1707015.749763
  nChanged 20
		SP:Iteration 30Q (78442.920000 sec): 3 clusters
  Score: Raw -1710155.259942 + Penalty 3130.657950 = -1707024.601992
  nChanged 12
		SP:Iteration 31Q (78443.180000 sec): 3 clusters
  Score: Raw -1710160.121226 + Penalty 3130.657950 = -1707029.463275
  nChanged 12
		SP:Iteration 32Q (78443.400000 sec): 3 clusters
  Score: Raw -1710164.356847 + Penalty 3130.657950 = -1707033.698896
  nChanged 12
		SP:Iteration 33Q (78443.660000 sec): 3 clusters
  Score: Raw -1710168.849374 + Penalty 3130.657950 = -1707038.191424
  nChanged 6
		SP:Iteration 34Q (78443.920000 sec): 3 clusters
  Score: Raw -1710171.939511 + Penalty 3130.657950 = -1707041.281561
  nChanged 3
		SP:Iteration 35Q (78444.160000 sec): 3 clusters
  Score: Raw -1710172.724978 + Penalty 3130.657950 = -1707042.067028
  nChanged 1
		SP:Iteration 36Q (78444.380000 sec): 3 clusters
  Score: Raw -1710173.015132 + Penalty 3130.657950 = -1707042.357182
  nChanged 2
		SP:Iteration 37Q (78444.660000 sec): 3 clusters
  Score: Raw -1710174.470766 + Penalty 3130.657950 = -1707043.812816
  nChanged 3
		SP:Iteration 38Q (78444.900000 sec): 3 clusters
  Score: Raw -1710175.309759 + Penalty 3130.657950 = -1707044.651809
  nChanged 7
		SP:Iteration 39Q (78445.130000 sec): 3 clusters
  Score: Raw -1710178.119980 + Penalty 3130.657950 = -1707047.462030
  nChanged 6
		SP:Iteration 40F (78445.400000 sec): 3 clusters
  Score: Raw -1710179.988684 + Penalty 3130.657950 = -1707049.330733
  nChanged 5
		SP:Iteration 41Q (78445.640000 sec): 3 clusters
  Score: Raw -1710180.928126 + Penalty 3130.657950 = -1707050.270176
  nChanged 1
		SP:Iteration 42Q (78445.870000 sec): 3 clusters
  Score: Raw -1710181.190905 + Penalty 3130.657950 = -1707050.532954
  nChanged 2
		SP:Iteration 43Q (78446.100000 sec): 3 clusters
  Score: Raw -1710181.846181 + Penalty 3130.657950 = -1707051.188231
  nChanged 2
		SP:Iteration 44Q (78446.330000 sec): 3 clusters
  Score: Raw -1710182.537766 + Penalty 3130.657950 = -1707051.879816
  nChanged 2
		SP:Iteration 45Q (78446.570000 sec): 3 clusters
  Score: Raw -1710182.844702 + Penalty 3130.657950 = -1707052.186752
  nChanged 0
		SP:Iteration 46F (78446.840000 sec): 3 clusters
  Score: Raw -1710182.844702 + Penalty 3130.657950 = -1707052.186752
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78447.030000 sec): 2 clusters
  Score: Raw -4043952.433134 + Penalty 1691.752882 = -4042260.680252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78447.380000 sec): 3 clusters
  Score: Raw -4023369.693900 + Penalty 3383.505764 = -4019986.188136
  nChanged 15200
		SP:Iteration 1F (78447.690000 sec): 3 clusters
  Score: Raw -4032062.612340 + Penalty 3383.505764 = -4028679.106576
  nChanged 1543
		SP:Iteration 2Q (78448.040000 sec): 3 clusters
  Score: Raw -4032679.192663 + Penalty 3383.505764 = -4029295.686899
  nChanged 1543
		SP:Iteration 3Q (78448.370000 sec): 3 clusters
  Score: Raw -4033369.362027 + Penalty 3383.505764 = -4029985.856263
  nChanged 1585
		SP:Iteration 4Q (78448.700000 sec): 3 clusters
  Score: Raw -4034082.073071 + Penalty 3383.505764 = -4030698.567307
  nChanged 1569
		SP:Iteration 5Q (78449.040000 sec): 3 clusters
  Score: Raw -4034769.595395 + Penalty 3383.505764 = -4031386.089631
  nChanged 1537
		SP:Iteration 6Q (78449.410000 sec): 3 clusters
  Score: Raw -4035435.609221 + Penalty 3383.505764 = -4032052.103456
  nChanged 1523
		SP:Iteration 7Q (78449.770000 sec): 3 clusters
  Score: Raw -4036095.740993 + Penalty 3383.505764 = -4032712.235229
  nChanged 1468
		SP:Iteration 8Q (78450.120000 sec): 3 clusters
  Score: Raw -4036787.005333 + Penalty 3383.505764 = -4033403.499569
  nChanged 1447
		SP:Iteration 9Q (78450.480000 sec): 3 clusters
  Score: Raw -4037540.034557 + Penalty 3383.505764 = -4034156.528793
  nChanged 1450
		SP:Iteration 10Q (78450.810000 sec): 3 clusters
  Score: Raw -4038293.027011 + Penalty 3383.505764 = -4034909.521247
  nChanged 1283
		SP:Iteration 11Q (78451.130000 sec): 3 clusters
  Score: Raw -4038952.847255 + Penalty 3383.505764 = -4035569.341491
  nChanged 1243
		SP:Iteration 12Q (78451.530000 sec): 3 clusters
  Score: Raw -4039543.545556 + Penalty 3383.505764 = -4036160.039792
  nChanged 1108
		SP:Iteration 13Q (78451.860000 sec): 3 clusters
  Score: Raw -4040007.031839 + Penalty 3383.505764 = -4036623.526075
  nChanged 851
		SP:Iteration 14Q (78452.260000 sec): 3 clusters
  Score: Raw -4040291.243999 + Penalty 3383.505764 = -4036907.738235
  nChanged 626
		SP:Iteration 15Q (78452.560000 sec): 3 clusters
  Score: Raw -4040460.286964 + Penalty 3383.505764 = -4037076.781200
  nChanged 507
		SP:Iteration 16Q (78452.880000 sec): 3 clusters
  Score: Raw -4040585.264460 + Penalty 3383.505764 = -4037201.758696
  nChanged 403
		SP:Iteration 17Q (78453.240000 sec): 3 clusters
  Score: Raw -4040684.431977 + Penalty 3383.505764 = -4037300.926213
  nChanged 412
		SP:Iteration 18Q (78453.630000 sec): 3 clusters
  Score: Raw -4040795.009427 + Penalty 3383.505764 = -4037411.503663
  nChanged 427
		SP:Iteration 19Q (78454.000000 sec): 3 clusters
  Score: Raw -4040914.823277 + Penalty 3383.505764 = -4037531.317513
  nChanged 405
		SP:Iteration 20F (78454.380000 sec): 3 clusters
  Score: Raw -4041042.731840 + Penalty 3383.505764 = -4037659.226075
  nChanged 446
		SP:Iteration 21Q (78454.740000 sec): 3 clusters
  Score: Raw -4041215.832460 + Penalty 3383.505764 = -4037832.326696
  nChanged 546
		SP:Iteration 22Q (78455.100000 sec): 3 clusters
  Score: Raw -4041486.410431 + Penalty 3383.505764 = -4038102.904667
  nChanged 639
		SP:Iteration 23Q (78455.430000 sec): 3 clusters
  Score: Raw -4041833.071527 + Penalty 3383.505764 = -4038449.565763
  nChanged 695
		SP:Iteration 24Q (78455.800000 sec): 3 clusters
  Score: Raw -4042270.306161 + Penalty 3383.505764 = -4038886.800397
  nChanged 726
		SP:Iteration 25Q (78456.130000 sec): 3 clusters
  Score: Raw -4042731.332278 + Penalty 3383.505764 = -4039347.826514
  nChanged 718
		SP:Iteration 26Q (78456.500000 sec): 3 clusters
  Score: Raw -4043136.833993 + Penalty 3383.505764 = -4039753.328228
  nChanged 598
		SP:Iteration 27Q (78456.840000 sec): 3 clusters
  Score: Raw -4043411.220178 + Penalty 3383.505764 = -4040027.714414
  nChanged 519
		SP:Iteration 28Q (78457.150000 sec): 3 clusters
  Score: Raw -4043608.180132 + Penalty 3383.505764 = -4040224.674368
  nChanged 419
		SP:Iteration 29Q (78457.500000 sec): 3 clusters
  Score: Raw -4043729.762697 + Penalty 3383.505764 = -4040346.256933
  nChanged 337
		SP:Iteration 30Q (78457.850000 sec): 3 clusters
  Score: Raw -4043812.701760 + Penalty 3383.505764 = -4040429.195996
  nChanged 279
		SP:Iteration 31Q (78458.230000 sec): 3 clusters
  Score: Raw -4043873.221782 + Penalty 3383.505764 = -4040489.716018
  nChanged 251
		SP:Iteration 32Q (78458.570000 sec): 3 clusters
  Score: Raw -4043922.484760 + Penalty 3383.505764 = -4040538.978995
  nChanged 213
		SP:Iteration 33Q (78458.870000 sec): 3 clusters
  Score: Raw -4043963.804624 + Penalty 3383.505764 = -4040580.298860
  nChanged 223
		SP:Iteration 34Q (78459.240000 sec): 3 clusters
  Score: Raw -4044000.889495 + Penalty 3383.505764 = -4040617.383731
  nChanged 196
		SP:Iteration 35Q (78459.560000 sec): 3 clusters
  Score: Raw -4044029.271477 + Penalty 3383.505764 = -4040645.765712
  nChanged 178
		SP:Iteration 36Q (78459.850000 sec): 3 clusters
  Score: Raw -4044054.567586 + Penalty 3383.505764 = -4040671.061822
  nChanged 162
		SP:Iteration 37Q (78460.160000 sec): 3 clusters
  Score: Raw -4044075.710863 + Penalty 3383.505764 = -4040692.205099
  nChanged 154
		SP:Iteration 38Q (78460.530000 sec): 3 clusters
  Score: Raw -4044095.177244 + Penalty 3383.505764 = -4040711.671480
  nChanged 129
		SP:Iteration 39Q (78460.840000 sec): 3 clusters
  Score: Raw -4044110.185484 + Penalty 3383.505764 = -4040726.679719
  nChanged 118
		SP:Iteration 40F (78461.210000 sec): 3 clusters
  Score: Raw -4044129.626510 + Penalty 3383.505764 = -4040746.120746
  nChanged 120
		SP:Iteration 41Q (78461.550000 sec): 3 clusters
  Score: Raw -4044142.966661 + Penalty 3383.505764 = -4040759.460897
  nChanged 101
		SP:Iteration 42Q (78461.870000 sec): 3 clusters
  Score: Raw -4044153.511131 + Penalty 3383.505764 = -4040770.005367
  nChanged 105
		SP:Iteration 43Q (78462.270000 sec): 3 clusters
  Score: Raw -4044165.667926 + Penalty 3383.505764 = -4040782.162161
  nChanged 92
		SP:Iteration 44Q (78462.590000 sec): 3 clusters
  Score: Raw -4044175.503297 + Penalty 3383.505764 = -4040791.997533
  nChanged 78
		SP:Iteration 45Q (78462.940000 sec): 3 clusters
  Score: Raw -4044182.675275 + Penalty 3383.505764 = -4040799.169511
  nChanged 68
		SP:Iteration 46Q (78463.330000 sec): 3 clusters
  Score: Raw -4044187.477315 + Penalty 3383.505764 = -4040803.971551
  nChanged 51
		SP:Iteration 47Q (78463.700000 sec): 3 clusters
  Score: Raw -4044190.628054 + Penalty 3383.505764 = -4040807.122290
  nChanged 42
		SP:Iteration 48Q (78464.060000 sec): 3 clusters
  Score: Raw -4044193.269182 + Penalty 3383.505764 = -4040809.763418
  nChanged 45
		SP:Iteration 49Q (78464.440000 sec): 3 clusters
  Score: Raw -4044196.237147 + Penalty 3383.505764 = -4040812.731383
  nChanged 44
		SP:Iteration 50Q (78464.830000 sec): 3 clusters
  Score: Raw -4044199.160289 + Penalty 3383.505764 = -4040815.654525
  nChanged 39
		SP:Iteration 51Q (78465.170000 sec): 3 clusters
  Score: Raw -4044201.589559 + Penalty 3383.505764 = -4040818.083795
  nChanged 38
		SP:Iteration 52Q (78465.500000 sec): 3 clusters
  Score: Raw -4044203.801655 + Penalty 3383.505764 = -4040820.295891
  nChanged 30
		SP:Iteration 53Q (78465.850000 sec): 3 clusters
  Score: Raw -4044205.489669 + Penalty 3383.505764 = -4040821.983905
  nChanged 26
		SP:Iteration 54Q (78466.230000 sec): 3 clusters
  Score: Raw -4044206.826623 + Penalty 3383.505764 = -4040823.320858
  nChanged 26
		SP:Iteration 55Q (78466.640000 sec): 3 clusters
  Score: Raw -4044208.040913 + Penalty 3383.505764 = -4040824.535149
  nChanged 25
		SP:Iteration 56Q (78466.940000 sec): 3 clusters
  Score: Raw -4044209.128923 + Penalty 3383.505764 = -4040825.623159
  nChanged 19
		SP:Iteration 57Q (78467.310000 sec): 3 clusters
  Score: Raw -4044210.113816 + Penalty 3383.505764 = -4040826.608052
  nChanged 22
		SP:Iteration 58Q (78467.740000 sec): 3 clusters
  Score: Raw -4044211.466262 + Penalty 3383.505764 = -4040827.960498
  nChanged 18
		SP:Iteration 59Q (78468.100000 sec): 3 clusters
  Score: Raw -4044212.355122 + Penalty 3383.505764 = -4040828.849358
  nChanged 22
		SP:Iteration 60F (78468.460000 sec): 3 clusters
  Score: Raw -4044213.780860 + Penalty 3383.505764 = -4040830.275096
  nChanged 26
		SP:Iteration 61Q (78468.870000 sec): 3 clusters
  Score: Raw -4044215.327274 + Penalty 3383.505764 = -4040831.821510
  nChanged 27
		SP:Iteration 62Q (78469.240000 sec): 3 clusters
  Score: Raw -4044216.582766 + Penalty 3383.505764 = -4040833.077002
  nChanged 20
		SP:Iteration 63Q (78469.620000 sec): 3 clusters
  Score: Raw -4044217.387150 + Penalty 3383.505764 = -4040833.881385
  nChanged 18
		SP:Iteration 64Q (78469.990000 sec): 3 clusters
  Score: Raw -4044218.079376 + Penalty 3383.505764 = -4040834.573612
  nChanged 13
		SP:Iteration 65Q (78470.350000 sec): 3 clusters
  Score: Raw -4044218.651098 + Penalty 3383.505764 = -4040835.145334
  nChanged 13
		SP:Iteration 66Q (78470.710000 sec): 3 clusters
  Score: Raw -4044219.305112 + Penalty 3383.505764 = -4040835.799348
  nChanged 18
		SP:Iteration 67Q (78471.110000 sec): 3 clusters
  Score: Raw -4044220.291117 + Penalty 3383.505764 = -4040836.785353
  nChanged 21
		SP:Iteration 68Q (78471.450000 sec): 3 clusters
  Score: Raw -4044221.533534 + Penalty 3383.505764 = -4040838.027769
  nChanged 23
		SP:Iteration 69Q (78471.810000 sec): 3 clusters
  Score: Raw -4044222.704091 + Penalty 3383.505764 = -4040839.198327
  nChanged 21
		SP:Iteration 70Q (78472.160000 sec): 3 clusters
  Score: Raw -4044223.850742 + Penalty 3383.505764 = -4040840.344978
  nChanged 22
		SP:Iteration 71Q (78472.530000 sec): 3 clusters
  Score: Raw -4044225.175263 + Penalty 3383.505764 = -4040841.669499
  nChanged 21
		SP:Iteration 72Q (78472.870000 sec): 3 clusters
  Score: Raw -4044226.232282 + Penalty 3383.505764 = -4040842.726517
  nChanged 19
		SP:Iteration 73Q (78473.250000 sec): 3 clusters
  Score: Raw -4044226.986321 + Penalty 3383.505764 = -4040843.480556
  nChanged 16
		SP:Iteration 74Q (78473.650000 sec): 3 clusters
  Score: Raw -4044227.868999 + Penalty 3383.505764 = -4040844.363234
  nChanged 13
		SP:Iteration 75Q (78474.030000 sec): 3 clusters
  Score: Raw -4044228.392489 + Penalty 3383.505764 = -4040844.886725
  nChanged 17
		SP:Iteration 76Q (78474.410000 sec): 3 clusters
  Score: Raw -4044229.157797 + Penalty 3383.505764 = -4040845.652033
  nChanged 19
		SP:Iteration 77Q (78474.810000 sec): 3 clusters
  Score: Raw -4044230.003548 + Penalty 3383.505764 = -4040846.497784
  nChanged 15
		SP:Iteration 78Q (78475.120000 sec): 3 clusters
  Score: Raw -4044230.771331 + Penalty 3383.505764 = -4040847.265567
  nChanged 17
		SP:Iteration 79Q (78475.490000 sec): 3 clusters
  Score: Raw -4044231.644497 + Penalty 3383.505764 = -4040848.138733
  nChanged 16
		SP:Iteration 80F (78475.820000 sec): 3 clusters
  Score: Raw -4044232.414221 + Penalty 3383.505764 = -4040848.908457
  nChanged 15
		SP:Iteration 81Q (78476.160000 sec): 3 clusters
  Score: Raw -4044233.195387 + Penalty 3383.505764 = -4040849.689623
  nChanged 13
		SP:Iteration 82Q (78476.540000 sec): 3 clusters
  Score: Raw -4044233.817182 + Penalty 3383.505764 = -4040850.311418
  nChanged 12
		SP:Iteration 83Q (78476.820000 sec): 3 clusters
  Score: Raw -4044234.483696 + Penalty 3383.505764 = -4040850.977932
  nChanged 14
		SP:Iteration 84Q (78477.170000 sec): 3 clusters
  Score: Raw -4044235.206938 + Penalty 3383.505764 = -4040851.701174
  nChanged 19
		SP:Iteration 85Q (78477.510000 sec): 3 clusters
  Score: Raw -4044236.112398 + Penalty 3383.505764 = -4040852.606633
  nChanged 18
		SP:Iteration 86Q (78477.940000 sec): 3 clusters
  Score: Raw -4044237.020482 + Penalty 3383.505764 = -4040853.514718
  nChanged 11
		SP:Iteration 87Q (78478.230000 sec): 3 clusters
  Score: Raw -4044237.629487 + Penalty 3383.505764 = -4040854.123723
  nChanged 11
		SP:Iteration 88Q (78478.610000 sec): 3 clusters
  Score: Raw -4044238.313500 + Penalty 3383.505764 = -4040854.807736
  nChanged 11
		SP:Iteration 89Q (78479.010000 sec): 3 clusters
  Score: Raw -4044238.870759 + Penalty 3383.505764 = -4040855.364995
  nChanged 14
		SP:Iteration 90Q (78479.350000 sec): 3 clusters
  Score: Raw -4044239.647888 + Penalty 3383.505764 = -4040856.142124
  nChanged 15
		SP:Iteration 91Q (78479.710000 sec): 3 clusters
  Score: Raw -4044240.332534 + Penalty 3383.505764 = -4040856.826769
  nChanged 11
		SP:Iteration 92Q (78480.070000 sec): 3 clusters
  Score: Raw -4044240.750682 + Penalty 3383.505764 = -4040857.244917
  nChanged 8
		SP:Iteration 93Q (78480.370000 sec): 3 clusters
  Score: Raw -4044241.047432 + Penalty 3383.505764 = -4040857.541668
  nChanged 8
		SP:Iteration 94Q (78480.730000 sec): 3 clusters
  Score: Raw -4044241.271759 + Penalty 3383.505764 = -4040857.765995
  nChanged 6
		SP:Iteration 95Q (78481.120000 sec): 3 clusters
  Score: Raw -4044241.517501 + Penalty 3383.505764 = -4040858.011737
  nChanged 7
		SP:Iteration 96Q (78481.480000 sec): 3 clusters
  Score: Raw -4044241.800769 + Penalty 3383.505764 = -4040858.295005
  nChanged 7
		SP:Iteration 97Q (78481.850000 sec): 3 clusters
  Score: Raw -4044242.110289 + Penalty 3383.505764 = -4040858.604525
  nChanged 7
		SP:Iteration 98Q (78482.210000 sec): 3 clusters
  Score: Raw -4044242.498880 + Penalty 3383.505764 = -4040858.993116
  nChanged 12
		SP:Iteration 99Q (78482.620000 sec): 3 clusters
  Score: Raw -4044242.954603 + Penalty 3383.505764 = -4040859.448839
  nChanged 7
		SP:Iteration 100F (78482.940000 sec): 3 clusters
  Score: Raw -4044243.227109 + Penalty 3383.505764 = -4040859.721344
  nChanged 3
		SP:Iteration 101Q (78483.340000 sec): 3 clusters
  Score: Raw -4044243.377675 + Penalty 3383.505764 = -4040859.871911
  nChanged 6
		SP:Iteration 102Q (78483.730000 sec): 3 clusters
  Score: Raw -4044243.605165 + Penalty 3383.505764 = -4040860.099401
  nChanged 5
		SP:Iteration 103Q (78484.160000 sec): 3 clusters
  Score: Raw -4044243.801716 + Penalty 3383.505764 = -4040860.295952
  nChanged 4
		SP:Iteration 104Q (78484.510000 sec): 3 clusters
  Score: Raw -4044243.902328 + Penalty 3383.505764 = -4040860.396564
  nChanged 1
		SP:Iteration 105Q (78484.920000 sec): 3 clusters
  Score: Raw -4044243.943015 + Penalty 3383.505764 = -4040860.437251
  nChanged 2
		SP:Iteration 106Q (78485.300000 sec): 3 clusters
  Score: Raw -4044244.030678 + Penalty 3383.505764 = -4040860.524913
  nChanged 2
		SP:Iteration 107Q (78485.720000 sec): 3 clusters
  Score: Raw -4044244.192172 + Penalty 3383.505764 = -4040860.686408
  nChanged 7
		SP:Iteration 108Q (78486.080000 sec): 3 clusters
  Score: Raw -4044244.461759 + Penalty 3383.505764 = -4040860.955995
  nChanged 4
		SP:Iteration 109Q (78486.430000 sec): 3 clusters
  Score: Raw -4044244.578889 + Penalty 3383.505764 = -4040861.073125
  nChanged 1
		SP:Iteration 110Q (78486.760000 sec): 3 clusters
  Score: Raw -4044244.604362 + Penalty 3383.505764 = -4040861.098598
  nChanged 1
		SP:Iteration 111Q (78487.140000 sec): 3 clusters
  Score: Raw -4044244.641339 + Penalty 3383.505764 = -4040861.135575
  nChanged 1
		SP:Iteration 112Q (78487.480000 sec): 3 clusters
  Score: Raw -4044244.670480 + Penalty 3383.505764 = -4040861.164716
  nChanged 1
		SP:Iteration 113Q (78487.800000 sec): 3 clusters
  Score: Raw -4044244.738746 + Penalty 3383.505764 = -4040861.232982
  nChanged 2
		SP:Iteration 114Q (78488.210000 sec): 3 clusters
  Score: Raw -4044244.831410 + Penalty 3383.505764 = -4040861.325646
  nChanged 3
		SP:Iteration 115Q (78488.620000 sec): 3 clusters
  Score: Raw -4044244.942484 + Penalty 3383.505764 = -4040861.436720
  nChanged 7
		SP:Iteration 116Q (78489.030000 sec): 3 clusters
  Score: Raw -4044245.227266 + Penalty 3383.505764 = -4040861.721502
  nChanged 4
		SP:Iteration 117Q (78489.380000 sec): 3 clusters
  Score: Raw -4044245.420538 + Penalty 3383.505764 = -4040861.914774
  nChanged 2
		SP:Iteration 118Q (78489.730000 sec): 3 clusters
  Score: Raw -4044245.469107 + Penalty 3383.505764 = -4040861.963343
  nChanged 2
		SP:Iteration 119Q (78490.180000 sec): 3 clusters
  Score: Raw -4044245.574607 + Penalty 3383.505764 = -4040862.068843
  nChanged 3
		SP:Iteration 120F (78490.520000 sec): 3 clusters
  Score: Raw -4044245.701315 + Penalty 3383.505764 = -4040862.195551
  nChanged 3
		SP:Iteration 121Q (78490.910000 sec): 3 clusters
  Score: Raw -4044245.794340 + Penalty 3383.505764 = -4040862.288576
  nChanged 3
		SP:Iteration 122Q (78491.290000 sec): 3 clusters
  Score: Raw -4044245.892548 + Penalty 3383.505764 = -4040862.386784
  nChanged 3
		SP:Iteration 123Q (78491.720000 sec): 3 clusters
  Score: Raw -4044246.031285 + Penalty 3383.505764 = -4040862.525521
  nChanged 6
		SP:Iteration 124Q (78492.120000 sec): 3 clusters
  Score: Raw -4044246.158869 + Penalty 3383.505764 = -4040862.653104
  nChanged 2
		SP:Iteration 125Q (78492.500000 sec): 3 clusters
  Score: Raw -4044246.224524 + Penalty 3383.505764 = -4040862.718760
  nChanged 2
		SP:Iteration 126Q (78492.810000 sec): 3 clusters
  Score: Raw -4044246.322989 + Penalty 3383.505764 = -4040862.817225
  nChanged 5
		SP:Iteration 127Q (78493.170000 sec): 3 clusters
  Score: Raw -4044246.570021 + Penalty 3383.505764 = -4040863.064257
  nChanged 6
		SP:Iteration 128Q (78493.510000 sec): 3 clusters
  Score: Raw -4044246.722586 + Penalty 3383.505764 = -4040863.216822
  nChanged 2
		SP:Iteration 129Q (78493.910000 sec): 3 clusters
  Score: Raw -4044246.861024 + Penalty 3383.505764 = -4040863.355260
  nChanged 6
		SP:Iteration 130Q (78494.270000 sec): 3 clusters
  Score: Raw -4044247.050359 + Penalty 3383.505764 = -4040863.544595
  nChanged 3
		SP:Iteration 131Q (78494.650000 sec): 3 clusters
  Score: Raw -4044247.225786 + Penalty 3383.505764 = -4040863.720022
  nChanged 7
		SP:Iteration 132Q (78494.980000 sec): 3 clusters
  Score: Raw -4044247.583571 + Penalty 3383.505764 = -4040864.077806
  nChanged 10
		SP:Iteration 133Q (78495.380000 sec): 3 clusters
  Score: Raw -4044247.982982 + Penalty 3383.505764 = -4040864.477218
  nChanged 12
		SP:Iteration 134Q (78495.750000 sec): 3 clusters
  Score: Raw -4044248.503567 + Penalty 3383.505764 = -4040864.997803
  nChanged 7
		SP:Iteration 135Q (78496.140000 sec): 3 clusters
  Score: Raw -4044248.838549 + Penalty 3383.505764 = -4040865.332784
  nChanged 7
		SP:Iteration 136Q (78496.530000 sec): 3 clusters
  Score: Raw -4044249.254821 + Penalty 3383.505764 = -4040865.749057
  nChanged 7
		SP:Iteration 137Q (78496.890000 sec): 3 clusters
  Score: Raw -4044249.615061 + Penalty 3383.505764 = -4040866.109297
  nChanged 9
		SP:Iteration 138Q (78497.310000 sec): 3 clusters
  Score: Raw -4044250.050519 + Penalty 3383.505764 = -4040866.544755
  nChanged 6
		SP:Iteration 139Q (78497.690000 sec): 3 clusters
  Score: Raw -4044250.313598 + Penalty 3383.505764 = -4040866.807834
  nChanged 6
		SP:Iteration 140F (78498.210000 sec): 3 clusters
  Score: Raw -4044250.577869 + Penalty 3383.505764 = -4040867.072105
  nChanged 7
		SP:Iteration 141Q (78498.550000 sec): 3 clusters
  Score: Raw -4044250.862042 + Penalty 3383.505764 = -4040867.356278
  nChanged 8
		SP:Iteration 142Q (78498.910000 sec): 3 clusters
  Score: Raw -4044251.149987 + Penalty 3383.505764 = -4040867.644223
  nChanged 6
		SP:Iteration 143Q (78499.270000 sec): 3 clusters
  Score: Raw -4044251.341375 + Penalty 3383.505764 = -4040867.835611
  nChanged 5
		SP:Iteration 144Q (78499.670000 sec): 3 clusters
  Score: Raw -4044251.572821 + Penalty 3383.505764 = -4040868.067057
  nChanged 10
		SP:Iteration 145Q (78500.040000 sec): 3 clusters
  Score: Raw -4044252.097680 + Penalty 3383.505764 = -4040868.591916
  nChanged 11
		SP:Iteration 146Q (78500.400000 sec): 3 clusters
  Score: Raw -4044252.656311 + Penalty 3383.505764 = -4040869.150547
  nChanged 10
		SP:Iteration 147Q (78500.840000 sec): 3 clusters
  Score: Raw -4044253.167828 + Penalty 3383.505764 = -4040869.662064
  nChanged 9
		SP:Iteration 148Q (78501.220000 sec): 3 clusters
  Score: Raw -4044253.633316 + Penalty 3383.505764 = -4040870.127552
  nChanged 10
		SP:Iteration 149Q (78501.540000 sec): 3 clusters
  Score: Raw -4044254.016204 + Penalty 3383.505764 = -4040870.510439
  nChanged 5
		SP:Iteration 150Q (78501.920000 sec): 3 clusters
  Score: Raw -4044254.162598 + Penalty 3383.505764 = -4040870.656834
  nChanged 3
		SP:Iteration 151Q (78502.310000 sec): 3 clusters
  Score: Raw -4044254.288156 + Penalty 3383.505764 = -4040870.782392
  nChanged 4
		SP:Iteration 152Q (78502.640000 sec): 3 clusters
  Score: Raw -4044254.445251 + Penalty 3383.505764 = -4040870.939486
  nChanged 5
		SP:Iteration 153Q (78503.040000 sec): 3 clusters
  Score: Raw -4044254.549558 + Penalty 3383.505764 = -4040871.043794
  nChanged 0
		SP:Iteration 154F (78503.410000 sec): 3 clusters
  Score: Raw -4044254.549558 + Penalty 3383.505764 = -4040871.043794
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78503.610000 sec): 2 clusters
  Score: Raw -1826501.657460 + Penalty 1580.751993 = -1824920.905467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78503.950000 sec): 3 clusters
  Score: Raw -1816507.942135 + Penalty 3161.503986 = -1813346.438149
  nChanged 7505
		SP:Iteration 1F (78504.240000 sec): 3 clusters
  Score: Raw -1820819.130619 + Penalty 3161.503986 = -1817657.626633
  nChanged 1141
		SP:Iteration 2F (78504.480000 sec): 3 clusters
  Score: Raw -1821522.762254 + Penalty 3161.503986 = -1818361.258268
  nChanged 1186
		SP:Iteration 3F (78504.750000 sec): 3 clusters
  Score: Raw -1822314.515438 + Penalty 3161.503986 = -1819153.011452
  nChanged 1194
		SP:Iteration 4F (78505.010000 sec): 3 clusters
  Score: Raw -1823215.966297 + Penalty 3161.503986 = -1820054.462311
  nChanged 1141
		SP:Iteration 5F (78505.230000 sec): 3 clusters
  Score: Raw -1824157.462228 + Penalty 3161.503986 = -1820995.958242
  nChanged 973
		SP:Iteration 6F (78505.540000 sec): 3 clusters
  Score: Raw -1824925.510803 + Penalty 3161.503986 = -1821764.006817
  nChanged 758
		SP:Iteration 7Q (78505.840000 sec): 3 clusters
  Score: Raw -1825452.115433 + Penalty 3161.503986 = -1822290.611447
  nChanged 526
		SP:Iteration 8Q (78506.100000 sec): 3 clusters
  Score: Raw -1825790.712268 + Penalty 3161.503986 = -1822629.208281
  nChanged 412
		SP:Iteration 9Q (78506.390000 sec): 3 clusters
  Score: Raw -1826057.447786 + Penalty 3161.503986 = -1822895.943800
  nChanged 327
		SP:Iteration 10Q (78506.670000 sec): 3 clusters
  Score: Raw -1826268.682361 + Penalty 3161.503986 = -1823107.178374
  nChanged 238
		SP:Iteration 11Q (78506.920000 sec): 3 clusters
  Score: Raw -1826409.479831 + Penalty 3161.503986 = -1823247.975845
  nChanged 193
		SP:Iteration 12Q (78507.150000 sec): 3 clusters
  Score: Raw -1826514.352456 + Penalty 3161.503986 = -1823352.848470
  nChanged 138
		SP:Iteration 13Q (78507.380000 sec): 3 clusters
  Score: Raw -1826584.730731 + Penalty 3161.503986 = -1823423.226745
  nChanged 116
		SP:Iteration 14Q (78507.670000 sec): 3 clusters
  Score: Raw -1826649.361982 + Penalty 3161.503986 = -1823487.857996
  nChanged 107
		SP:Iteration 15Q (78507.900000 sec): 3 clusters
  Score: Raw -1826704.817344 + Penalty 3161.503986 = -1823543.313358
  nChanged 84
		SP:Iteration 16Q (78508.180000 sec): 3 clusters
  Score: Raw -1826748.649248 + Penalty 3161.503986 = -1823587.145262
  nChanged 68
		SP:Iteration 17Q (78508.480000 sec): 3 clusters
  Score: Raw -1826791.793008 + Penalty 3161.503986 = -1823630.289022
  nChanged 48
		SP:Iteration 18Q (78508.790000 sec): 3 clusters
  Score: Raw -1826811.935267 + Penalty 3161.503986 = -1823650.431281
  nChanged 35
		SP:Iteration 19Q (78509.100000 sec): 3 clusters
  Score: Raw -1826830.656842 + Penalty 3161.503986 = -1823669.152856
  nChanged 29
		SP:Iteration 20F (78509.340000 sec): 3 clusters
  Score: Raw -1826845.832343 + Penalty 3161.503986 = -1823684.328357
  nChanged 34
		SP:Iteration 21Q (78509.620000 sec): 3 clusters
  Score: Raw -1826861.638358 + Penalty 3161.503986 = -1823700.134372
  nChanged 24
		SP:Iteration 22Q (78509.900000 sec): 3 clusters
  Score: Raw -1826875.305623 + Penalty 3161.503986 = -1823713.801637
  nChanged 19
		SP:Iteration 23Q (78510.140000 sec): 3 clusters
  Score: Raw -1826887.056191 + Penalty 3161.503986 = -1823725.552205
  nChanged 13
		SP:Iteration 24Q (78510.450000 sec): 3 clusters
  Score: Raw -1826895.318762 + Penalty 3161.503986 = -1823733.814776
  nChanged 12
		SP:Iteration 25Q (78510.720000 sec): 3 clusters
  Score: Raw -1826903.254503 + Penalty 3161.503986 = -1823741.750517
  nChanged 9
		SP:Iteration 26Q (78510.940000 sec): 3 clusters
  Score: Raw -1826907.513473 + Penalty 3161.503986 = -1823746.009487
  nChanged 7
		SP:Iteration 27Q (78511.210000 sec): 3 clusters
  Score: Raw -1826911.740367 + Penalty 3161.503986 = -1823750.236381
  nChanged 6
		SP:Iteration 28Q (78511.460000 sec): 3 clusters
  Score: Raw -1826913.524075 + Penalty 3161.503986 = -1823752.020089
  nChanged 1
		SP:Iteration 29Q (78511.800000 sec): 3 clusters
  Score: Raw -1826913.722593 + Penalty 3161.503986 = -1823752.218607
  nChanged 1
		SP:Iteration 30Q (78512.000000 sec): 3 clusters
  Score: Raw -1826914.178978 + Penalty 3161.503986 = -1823752.674992
  nChanged 1
		SP:Iteration 31Q (78512.330000 sec): 3 clusters
  Score: Raw -1826914.390511 + Penalty 3161.503986 = -1823752.886524
  nChanged 1
		SP:Iteration 32Q (78512.600000 sec): 3 clusters
  Score: Raw -1826914.683224 + Penalty 3161.503986 = -1823753.179238
  nChanged 1
		SP:Iteration 33Q (78512.910000 sec): 3 clusters
  Score: Raw -1826914.986594 + Penalty 3161.503986 = -1823753.482608
  nChanged 1
		SP:Iteration 34Q (78513.160000 sec): 3 clusters
  Score: Raw -1826915.216935 + Penalty 3161.503986 = -1823753.712949
  nChanged 1
		SP:Iteration 35Q (78513.450000 sec): 3 clusters
  Score: Raw -1826915.622991 + Penalty 3161.503986 = -1823754.119005
  nChanged 0
		SP:Iteration 36F (78513.720000 sec): 3 clusters
  Score: Raw -1826915.622991 + Penalty 3161.503986 = -1823754.119005
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78513.860000 sec): 2 clusters
  Score: Raw -501098.499437 + Penalty 1348.916604 = -499749.582833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78514.060000 sec): 3 clusters
  Score: Raw -499109.874372 + Penalty 2697.833207 = -496412.041165
  nChanged 1573
		SP:Iteration 1F (78514.280000 sec): 3 clusters
  Score: Raw -499993.843038 + Penalty 2697.833207 = -497296.009831
  nChanged 277
		SP:Iteration 2F (78514.500000 sec): 3 clusters
  Score: Raw -500144.554580 + Penalty 2697.833207 = -497446.721373
  nChanged 200
		SP:Iteration 3Q (78514.670000 sec): 3 clusters
  Score: Raw -500246.288847 + Penalty 2697.833207 = -497548.455640
  nChanged 159
		SP:Iteration 4Q (78514.860000 sec): 3 clusters
  Score: Raw -500321.725970 + Penalty 2697.833207 = -497623.892763
  nChanged 144
		SP:Iteration 5Q (78515.060000 sec): 3 clusters
  Score: Raw -500390.197107 + Penalty 2697.833207 = -497692.363899
  nChanged 148
		SP:Iteration 6Q (78515.240000 sec): 3 clusters
  Score: Raw -500466.423487 + Penalty 2697.833207 = -497768.590279
  nChanged 144
		SP:Iteration 7Q (78515.450000 sec): 3 clusters
  Score: Raw -500550.592427 + Penalty 2697.833207 = -497852.759220
  nChanged 152
		SP:Iteration 8Q (78515.640000 sec): 3 clusters
  Score: Raw -500645.747054 + Penalty 2697.833207 = -497947.913846
  nChanged 149
		SP:Iteration 9Q (78515.830000 sec): 3 clusters
  Score: Raw -500729.536076 + Penalty 2697.833207 = -498031.702868
  nChanged 131
		SP:Iteration 10Q (78515.980000 sec): 3 clusters
  Score: Raw -500811.105754 + Penalty 2697.833207 = -498113.272547
  nChanged 105
		SP:Iteration 11Q (78516.180000 sec): 3 clusters
  Score: Raw -500876.192688 + Penalty 2697.833207 = -498178.359481
  nChanged 94
		SP:Iteration 12Q (78516.380000 sec): 3 clusters
  Score: Raw -500933.591192 + Penalty 2697.833207 = -498235.757985
  nChanged 87
		SP:Iteration 13Q (78516.580000 sec): 3 clusters
  Score: Raw -500997.357512 + Penalty 2697.833207 = -498299.524304
  nChanged 81
		SP:Iteration 14Q (78516.840000 sec): 3 clusters
  Score: Raw -501066.458008 + Penalty 2697.833207 = -498368.624800
  nChanged 71
		SP:Iteration 15Q (78517.030000 sec): 3 clusters
  Score: Raw -501117.433138 + Penalty 2697.833207 = -498419.599930
  nChanged 52
		SP:Iteration 16Q (78517.220000 sec): 3 clusters
  Score: Raw -501149.257630 + Penalty 2697.833207 = -498451.424422
  nChanged 28
		SP:Iteration 17Q (78517.440000 sec): 3 clusters
  Score: Raw -501169.880120 + Penalty 2697.833207 = -498472.046912
  nChanged 22
		SP:Iteration 18Q (78517.620000 sec): 3 clusters
  Score: Raw -501186.643348 + Penalty 2697.833207 = -498488.810140
  nChanged 16
		SP:Iteration 19Q (78517.830000 sec): 3 clusters
  Score: Raw -501197.380495 + Penalty 2697.833207 = -498499.547287
  nChanged 17
		SP:Iteration 20F (78518.020000 sec): 3 clusters
  Score: Raw -501210.856462 + Penalty 2697.833207 = -498513.023255
  nChanged 13
		SP:Iteration 21Q (78518.180000 sec): 3 clusters
  Score: Raw -501222.148402 + Penalty 2697.833207 = -498524.315195
  nChanged 15
		SP:Iteration 22Q (78518.350000 sec): 3 clusters
  Score: Raw -501231.524724 + Penalty 2697.833207 = -498533.691516
  nChanged 10
		SP:Iteration 23Q (78518.510000 sec): 3 clusters
  Score: Raw -501237.873303 + Penalty 2697.833207 = -498540.040096
  nChanged 10
		SP:Iteration 24Q (78518.710000 sec): 3 clusters
  Score: Raw -501244.876263 + Penalty 2697.833207 = -498547.043055
  nChanged 10
		SP:Iteration 25Q (78518.920000 sec): 3 clusters
  Score: Raw -501250.991416 + Penalty 2697.833207 = -498553.158209
  nChanged 6
		SP:Iteration 26Q (78519.140000 sec): 3 clusters
  Score: Raw -501254.241511 + Penalty 2697.833207 = -498556.408304
  nChanged 5
		SP:Iteration 27Q (78519.350000 sec): 3 clusters
  Score: Raw -501258.103228 + Penalty 2697.833207 = -498560.270021
  nChanged 4
		SP:Iteration 28Q (78519.530000 sec): 3 clusters
  Score: Raw -501261.703751 + Penalty 2697.833207 = -498563.870543
  nChanged 7
		SP:Iteration 29Q (78519.770000 sec): 3 clusters
  Score: Raw -501268.104910 + Penalty 2697.833207 = -498570.271702
  nChanged 7
		SP:Iteration 30Q (78519.980000 sec): 3 clusters
  Score: Raw -501271.524207 + Penalty 2697.833207 = -498573.691000
  nChanged 4
		SP:Iteration 31Q (78520.180000 sec): 3 clusters
  Score: Raw -501274.228497 + Penalty 2697.833207 = -498576.395289
  nChanged 6
		SP:Iteration 32Q (78520.390000 sec): 3 clusters
  Score: Raw -501277.649043 + Penalty 2697.833207 = -498579.815835
  nChanged 2
		SP:Iteration 33Q (78520.620000 sec): 3 clusters
  Score: Raw -501278.469630 + Penalty 2697.833207 = -498580.636423
  nChanged 2
		SP:Iteration 34Q (78520.830000 sec): 3 clusters
  Score: Raw -501279.724494 + Penalty 2697.833207 = -498581.891286
  nChanged 2
		SP:Iteration 35Q (78521.100000 sec): 3 clusters
  Score: Raw -501280.882401 + Penalty 2697.833207 = -498583.049193
  nChanged 0
		SP:Iteration 36F (78521.300000 sec): 3 clusters
  Score: Raw -501280.882401 + Penalty 2697.833207 = -498583.049193
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (13689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78521.480000 sec): 2 clusters
  Score: Raw -1505902.675833 + Penalty 1547.706529 = -1504354.969304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78521.700000 sec): 3 clusters
  Score: Raw -1497928.473522 + Penalty 3095.413058 = -1494833.060464
  nChanged 5977
		SP:Iteration 1F (78521.970000 sec): 3 clusters
  Score: Raw -1501439.155989 + Penalty 3095.413058 = -1498343.742932
  nChanged 860
		SP:Iteration 2F (78522.280000 sec): 3 clusters
  Score: Raw -1501865.425561 + Penalty 3095.413058 = -1498770.012504
  nChanged 775
		SP:Iteration 3F (78522.580000 sec): 3 clusters
  Score: Raw -1502268.547816 + Penalty 3095.413058 = -1499173.134758
  nChanged 796
		SP:Iteration 4F (78522.890000 sec): 3 clusters
  Score: Raw -1502682.583858 + Penalty 3095.413058 = -1499587.170800
  nChanged 730
		SP:Iteration 5F (78523.130000 sec): 3 clusters
  Score: Raw -1503048.440316 + Penalty 3095.413058 = -1499953.027258
  nChanged 643
		SP:Iteration 6Q (78523.410000 sec): 3 clusters
  Score: Raw -1503366.978075 + Penalty 3095.413058 = -1500271.565018
  nChanged 588
		SP:Iteration 7Q (78523.640000 sec): 3 clusters
  Score: Raw -1503637.906381 + Penalty 3095.413058 = -1500542.493323
  nChanged 499
		SP:Iteration 8Q (78523.970000 sec): 3 clusters
  Score: Raw -1503873.605296 + Penalty 3095.413058 = -1500778.192239
  nChanged 418
		SP:Iteration 9Q (78524.210000 sec): 3 clusters
  Score: Raw -1504073.250570 + Penalty 3095.413058 = -1500977.837512
  nChanged 394
		SP:Iteration 10Q (78524.550000 sec): 3 clusters
  Score: Raw -1504275.632858 + Penalty 3095.413058 = -1501180.219800
  nChanged 361
		SP:Iteration 11Q (78524.840000 sec): 3 clusters
  Score: Raw -1504458.184984 + Penalty 3095.413058 = -1501362.771926
  nChanged 332
		SP:Iteration 12Q (78525.140000 sec): 3 clusters
  Score: Raw -1504617.124909 + Penalty 3095.413058 = -1501521.711851
  nChanged 282
		SP:Iteration 13Q (78525.400000 sec): 3 clusters
  Score: Raw -1504728.280613 + Penalty 3095.413058 = -1501632.867555
  nChanged 236
		SP:Iteration 14Q (78525.680000 sec): 3 clusters
  Score: Raw -1504819.383287 + Penalty 3095.413058 = -1501723.970230
  nChanged 205
		SP:Iteration 15Q (78525.950000 sec): 3 clusters
  Score: Raw -1504891.981563 + Penalty 3095.413058 = -1501796.568505
  nChanged 186
		SP:Iteration 16Q (78526.200000 sec): 3 clusters
  Score: Raw -1504959.691797 + Penalty 3095.413058 = -1501864.278739
  nChanged 168
		SP:Iteration 17Q (78526.470000 sec): 3 clusters
  Score: Raw -1505014.884209 + Penalty 3095.413058 = -1501919.471151
  nChanged 161
		SP:Iteration 18Q (78526.730000 sec): 3 clusters
  Score: Raw -1505071.323250 + Penalty 3095.413058 = -1501975.910192
  nChanged 160
		SP:Iteration 19Q (78526.950000 sec): 3 clusters
  Score: Raw -1505127.478334 + Penalty 3095.413058 = -1502032.065276
  nChanged 169
		SP:Iteration 20F (78527.220000 sec): 3 clusters
  Score: Raw -1505193.964618 + Penalty 3095.413058 = -1502098.551561
  nChanged 172
		SP:Iteration 21Q (78527.520000 sec): 3 clusters
  Score: Raw -1505259.842953 + Penalty 3095.413058 = -1502164.429896
  nChanged 165
		SP:Iteration 22Q (78527.760000 sec): 3 clusters
  Score: Raw -1505312.789067 + Penalty 3095.413058 = -1502217.376009
  nChanged 136
		SP:Iteration 23Q (78528.020000 sec): 3 clusters
  Score: Raw -1505351.789246 + Penalty 3095.413058 = -1502256.376189
  nChanged 114
		SP:Iteration 24Q (78528.310000 sec): 3 clusters
  Score: Raw -1505386.498681 + Penalty 3095.413058 = -1502291.085624
  nChanged 123
		SP:Iteration 25Q (78528.600000 sec): 3 clusters
  Score: Raw -1505425.534654 + Penalty 3095.413058 = -1502330.121596
  nChanged 120
		SP:Iteration 26Q (78528.840000 sec): 3 clusters
  Score: Raw -1505459.574312 + Penalty 3095.413058 = -1502364.161254
  nChanged 130
		SP:Iteration 27Q (78529.130000 sec): 3 clusters
  Score: Raw -1505498.301104 + Penalty 3095.413058 = -1502402.888046
  nChanged 133
		SP:Iteration 28Q (78529.400000 sec): 3 clusters
  Score: Raw -1505541.105841 + Penalty 3095.413058 = -1502445.692783
  nChanged 140
		SP:Iteration 29Q (78529.640000 sec): 3 clusters
  Score: Raw -1505587.904247 + Penalty 3095.413058 = -1502492.491190
  nChanged 107
		SP:Iteration 30Q (78529.840000 sec): 3 clusters
  Score: Raw -1505624.912225 + Penalty 3095.413058 = -1502529.499167
  nChanged 107
		SP:Iteration 31Q (78530.090000 sec): 3 clusters
  Score: Raw -1505664.260134 + Penalty 3095.413058 = -1502568.847077
  nChanged 110
		SP:Iteration 32Q (78530.310000 sec): 3 clusters
  Score: Raw -1505702.176977 + Penalty 3095.413058 = -1502606.763920
  nChanged 94
		SP:Iteration 33Q (78530.570000 sec): 3 clusters
  Score: Raw -1505732.039760 + Penalty 3095.413058 = -1502636.626703
  nChanged 84
		SP:Iteration 34Q (78530.810000 sec): 3 clusters
  Score: Raw -1505759.070602 + Penalty 3095.413058 = -1502663.657545
  nChanged 83
		SP:Iteration 35Q (78531.060000 sec): 3 clusters
  Score: Raw -1505786.622191 + Penalty 3095.413058 = -1502691.209134
  nChanged 97
		SP:Iteration 36Q (78531.310000 sec): 3 clusters
  Score: Raw -1505821.550388 + Penalty 3095.413058 = -1502726.137330
  nChanged 96
		SP:Iteration 37Q (78531.550000 sec): 3 clusters
  Score: Raw -1505856.364819 + Penalty 3095.413058 = -1502760.951761
  nChanged 86
		SP:Iteration 38Q (78531.830000 sec): 3 clusters
  Score: Raw -1505885.466003 + Penalty 3095.413058 = -1502790.052946
  nChanged 73
		SP:Iteration 39Q (78532.060000 sec): 3 clusters
  Score: Raw -1505911.337344 + Penalty 3095.413058 = -1502815.924287
  nChanged 70
		SP:Iteration 40F (78532.280000 sec): 3 clusters
  Score: Raw -1505933.619130 + Penalty 3095.413058 = -1502838.206072
  nChanged 66
		SP:Iteration 41Q (78532.560000 sec): 3 clusters
  Score: Raw -1505953.816393 + Penalty 3095.413058 = -1502858.403335
  nChanged 56
		SP:Iteration 42Q (78532.800000 sec): 3 clusters
  Score: Raw -1505970.230290 + Penalty 3095.413058 = -1502874.817233
  nChanged 41
		SP:Iteration 43Q (78533.040000 sec): 3 clusters
  Score: Raw -1505983.543946 + Penalty 3095.413058 = -1502888.130889
  nChanged 30
		SP:Iteration 44Q (78533.290000 sec): 3 clusters
  Score: Raw -1505991.424763 + Penalty 3095.413058 = -1502896.011706
  nChanged 24
		SP:Iteration 45Q (78533.520000 sec): 3 clusters
  Score: Raw -1505998.414480 + Penalty 3095.413058 = -1502903.001422
  nChanged 23
		SP:Iteration 46Q (78533.750000 sec): 3 clusters
  Score: Raw -1506004.766576 + Penalty 3095.413058 = -1502909.353518
  nChanged 27
		SP:Iteration 47Q (78533.980000 sec): 3 clusters
  Score: Raw -1506013.702486 + Penalty 3095.413058 = -1502918.289428
  nChanged 27
		SP:Iteration 48Q (78534.220000 sec): 3 clusters
  Score: Raw -1506022.157129 + Penalty 3095.413058 = -1502926.744071
  nChanged 24
		SP:Iteration 49Q (78534.470000 sec): 3 clusters
  Score: Raw -1506028.531393 + Penalty 3095.413058 = -1502933.118335
  nChanged 18
		SP:Iteration 50Q (78534.790000 sec): 3 clusters
  Score: Raw -1506032.613014 + Penalty 3095.413058 = -1502937.199956
  nChanged 11
		SP:Iteration 51Q (78535.040000 sec): 3 clusters
  Score: Raw -1506035.140009 + Penalty 3095.413058 = -1502939.726951
  nChanged 13
		SP:Iteration 52Q (78535.310000 sec): 3 clusters
  Score: Raw -1506037.997994 + Penalty 3095.413058 = -1502942.584936
  nChanged 12
		SP:Iteration 53Q (78535.550000 sec): 3 clusters
  Score: Raw -1506041.478641 + Penalty 3095.413058 = -1502946.065584
  nChanged 12
		SP:Iteration 54Q (78535.840000 sec): 3 clusters
  Score: Raw -1506043.859870 + Penalty 3095.413058 = -1502948.446813
  nChanged 9
		SP:Iteration 55Q (78536.060000 sec): 3 clusters
  Score: Raw -1506045.460627 + Penalty 3095.413058 = -1502950.047569
  nChanged 11
		SP:Iteration 56Q (78536.340000 sec): 3 clusters
  Score: Raw -1506048.423886 + Penalty 3095.413058 = -1502953.010829
  nChanged 14
		SP:Iteration 57Q (78536.590000 sec): 3 clusters
  Score: Raw -1506052.712296 + Penalty 3095.413058 = -1502957.299239
  nChanged 14
		SP:Iteration 58Q (78536.920000 sec): 3 clusters
  Score: Raw -1506057.821896 + Penalty 3095.413058 = -1502962.408838
  nChanged 9
		SP:Iteration 59Q (78537.160000 sec): 3 clusters
  Score: Raw -1506060.246617 + Penalty 3095.413058 = -1502964.833560
  nChanged 11
		SP:Iteration 60F (78537.450000 sec): 3 clusters
  Score: Raw -1506063.831948 + Penalty 3095.413058 = -1502968.418890
  nChanged 11
		SP:Iteration 61Q (78537.670000 sec): 3 clusters
  Score: Raw -1506067.520578 + Penalty 3095.413058 = -1502972.107521
  nChanged 13
		SP:Iteration 62Q (78537.900000 sec): 3 clusters
  Score: Raw -1506070.999413 + Penalty 3095.413058 = -1502975.586355
  nChanged 12
		SP:Iteration 63Q (78538.160000 sec): 3 clusters
  Score: Raw -1506074.811188 + Penalty 3095.413058 = -1502979.398130
  nChanged 14
		SP:Iteration 64Q (78538.400000 sec): 3 clusters
  Score: Raw -1506079.162056 + Penalty 3095.413058 = -1502983.748998
  nChanged 8
		SP:Iteration 65Q (78538.650000 sec): 3 clusters
  Score: Raw -1506081.128962 + Penalty 3095.413058 = -1502985.715904
  nChanged 5
		SP:Iteration 66Q (78538.860000 sec): 3 clusters
  Score: Raw -1506082.266991 + Penalty 3095.413058 = -1502986.853933
  nChanged 4
		SP:Iteration 67Q (78539.170000 sec): 3 clusters
  Score: Raw -1506083.778405 + Penalty 3095.413058 = -1502988.365347
  nChanged 4
		SP:Iteration 68Q (78539.400000 sec): 3 clusters
  Score: Raw -1506084.499227 + Penalty 3095.413058 = -1502989.086170
  nChanged 4
		SP:Iteration 69Q (78539.660000 sec): 3 clusters
  Score: Raw -1506086.504938 + Penalty 3095.413058 = -1502991.091880
  nChanged 7
		SP:Iteration 70Q (78540.010000 sec): 3 clusters
  Score: Raw -1506089.287887 + Penalty 3095.413058 = -1502993.874829
  nChanged 8
		SP:Iteration 71Q (78540.250000 sec): 3 clusters
  Score: Raw -1506091.460504 + Penalty 3095.413058 = -1502996.047446
  nChanged 5
		SP:Iteration 72Q (78540.530000 sec): 3 clusters
  Score: Raw -1506093.226095 + Penalty 3095.413058 = -1502997.813037
  nChanged 6
		SP:Iteration 73Q (78540.830000 sec): 3 clusters
  Score: Raw -1506095.083955 + Penalty 3095.413058 = -1502999.670897
  nChanged 6
		SP:Iteration 74Q (78541.070000 sec): 3 clusters
  Score: Raw -1506096.472925 + Penalty 3095.413058 = -1503001.059867
  nChanged 5
		SP:Iteration 75Q (78541.280000 sec): 3 clusters
  Score: Raw -1506097.447620 + Penalty 3095.413058 = -1503002.034563
  nChanged 4
		SP:Iteration 76Q (78541.530000 sec): 3 clusters
  Score: Raw -1506098.792818 + Penalty 3095.413058 = -1503003.379761
  nChanged 3
		SP:Iteration 77Q (78541.770000 sec): 3 clusters
  Score: Raw -1506099.629511 + Penalty 3095.413058 = -1503004.216454
  nChanged 1
		SP:Iteration 78Q (78542.010000 sec): 3 clusters
  Score: Raw -1506099.694314 + Penalty 3095.413058 = -1503004.281256
  nChanged 0
		SP:Iteration 79F (78542.300000 sec): 3 clusters
  Score: Raw -1506099.694314 + Penalty 3095.413058 = -1503004.281256
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78542.420000 sec): 2 clusters
  Score: Raw -100033.168414 + Penalty 1128.727274 = -98904.441140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78542.590000 sec): 3 clusters
  Score: Raw -99727.408761 + Penalty 2257.454547 = -97469.954213
  nChanged 337
		SP:Iteration 1F (78542.790000 sec): 3 clusters
  Score: Raw -100104.149425 + Penalty 2257.454547 = -97846.694878
  nChanged 98
		SP:Iteration 2F (78542.990000 sec): 3 clusters
  Score: Raw -100246.194765 + Penalty 2257.454547 = -97988.740218
  nChanged 63
		SP:Iteration 3F (78543.230000 sec): 3 clusters
  Score: Raw -100369.345090 + Penalty 2257.454547 = -98111.890543
  nChanged 60
		SP:Iteration 4F (78543.380000 sec): 3 clusters
  Score: Raw -100469.773362 + Penalty 2257.454547 = -98212.318814
  nChanged 35
		SP:Iteration 5Q (78543.590000 sec): 3 clusters
  Score: Raw -100535.286892 + Penalty 2257.454547 = -98277.832345
  nChanged 35
		SP:Iteration 6Q (78543.760000 sec): 3 clusters
  Score: Raw -100604.198974 + Penalty 2257.454547 = -98346.744427
  nChanged 32
		SP:Iteration 7Q (78543.930000 sec): 3 clusters
  Score: Raw -100653.906225 + Penalty 2257.454547 = -98396.451678
  nChanged 23
		SP:Iteration 8Q (78544.050000 sec): 3 clusters
  Score: Raw -100697.070415 + Penalty 2257.454547 = -98439.615868
  nChanged 26
		SP:Iteration 9Q (78544.250000 sec): 3 clusters
  Score: Raw -100753.074447 + Penalty 2257.454547 = -98495.619899
  nChanged 26
		SP:Iteration 10Q (78544.420000 sec): 3 clusters
  Score: Raw -100785.744813 + Penalty 2257.454547 = -98528.290266
  nChanged 17
		SP:Iteration 11Q (78544.530000 sec): 3 clusters
  Score: Raw -100806.900925 + Penalty 2257.454547 = -98549.446378
  nChanged 10
		SP:Iteration 12Q (78544.710000 sec): 3 clusters
  Score: Raw -100820.673418 + Penalty 2257.454547 = -98563.218871
  nChanged 7
		SP:Iteration 13Q (78544.880000 sec): 3 clusters
  Score: Raw -100825.752493 + Penalty 2257.454547 = -98568.297946
  nChanged 2
		SP:Iteration 14Q (78545.040000 sec): 3 clusters
  Score: Raw -100831.904069 + Penalty 2257.454547 = -98574.449522
  nChanged 3
		SP:Iteration 15Q (78545.210000 sec): 3 clusters
  Score: Raw -100836.526117 + Penalty 2257.454547 = -98579.071570
  nChanged 4
		SP:Iteration 16Q (78545.360000 sec): 3 clusters
  Score: Raw -100840.877014 + Penalty 2257.454547 = -98583.422467
  nChanged 5
		SP:Iteration 17Q (78545.530000 sec): 3 clusters
  Score: Raw -100843.343128 + Penalty 2257.454547 = -98585.888581
  nChanged 3
		SP:Iteration 18Q (78545.690000 sec): 3 clusters
  Score: Raw -100847.135127 + Penalty 2257.454547 = -98589.680580
  nChanged 4
		SP:Iteration 19Q (78545.910000 sec): 3 clusters
  Score: Raw -100851.302299 + Penalty 2257.454547 = -98593.847752
  nChanged 3
		SP:Iteration 20F (78546.140000 sec): 3 clusters
  Score: Raw -100860.160473 + Penalty 2257.454547 = -98602.705926
  nChanged 4
		SP:Iteration 21Q (78546.390000 sec): 3 clusters
  Score: Raw -100868.117419 + Penalty 2257.454547 = -98610.662872
  nChanged 6
		SP:Iteration 22Q (78546.650000 sec): 3 clusters
  Score: Raw -100873.393436 + Penalty 2257.454547 = -98615.938888
  nChanged 4
		SP:Iteration 23Q (78546.830000 sec): 3 clusters
  Score: Raw -100876.285948 + Penalty 2257.454547 = -98618.831400
  nChanged 1
		SP:Iteration 24Q (78547.070000 sec): 3 clusters
  Score: Raw -100876.798987 + Penalty 2257.454547 = -98619.344440
  nChanged 0
		SP:Iteration 25F (78547.240000 sec): 3 clusters
  Score: Raw -100876.798987 + Penalty 2257.454547 = -98619.344440
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78547.500000 sec): 2 clusters
  Score: Raw -3148969.648352 + Penalty 1676.478139 = -3147293.170213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78547.820000 sec): 3 clusters
  Score: Raw -3130444.140526 + Penalty 3352.956278 = -3127091.184249
  nChanged 13931
		SP:Iteration 1F (78548.180000 sec): 3 clusters
  Score: Raw -3138401.239614 + Penalty 3352.956278 = -3135048.283336
  nChanged 1542
		SP:Iteration 2F (78548.490000 sec): 3 clusters
  Score: Raw -3139009.767971 + Penalty 3352.956278 = -3135656.811694
  nChanged 1494
		SP:Iteration 3Q (78548.870000 sec): 3 clusters
  Score: Raw -3139671.551272 + Penalty 3352.956278 = -3136318.594994
  nChanged 1476
		SP:Iteration 4Q (78549.220000 sec): 3 clusters
  Score: Raw -3140370.729051 + Penalty 3352.956278 = -3137017.772774
  nChanged 1495
		SP:Iteration 5Q (78549.540000 sec): 3 clusters
  Score: Raw -3141099.859553 + Penalty 3352.956278 = -3137746.903275
  nChanged 1485
		SP:Iteration 6Q (78549.950000 sec): 3 clusters
  Score: Raw -3141860.652749 + Penalty 3352.956278 = -3138507.696472
  nChanged 1476
		SP:Iteration 7Q (78550.260000 sec): 3 clusters
  Score: Raw -3142691.093408 + Penalty 3352.956278 = -3139338.137130
  nChanged 1503
		SP:Iteration 8Q (78550.610000 sec): 3 clusters
  Score: Raw -3143569.355318 + Penalty 3352.956278 = -3140216.399040
  nChanged 1419
		SP:Iteration 9Q (78550.970000 sec): 3 clusters
  Score: Raw -3144424.117099 + Penalty 3352.956278 = -3141071.160821
  nChanged 1329
		SP:Iteration 10Q (78551.310000 sec): 3 clusters
  Score: Raw -3145287.680173 + Penalty 3352.956278 = -3141934.723895
  nChanged 1205
		SP:Iteration 11Q (78551.640000 sec): 3 clusters
  Score: Raw -3146076.399358 + Penalty 3352.956278 = -3142723.443081
  nChanged 1008
		SP:Iteration 12Q (78551.960000 sec): 3 clusters
  Score: Raw -3146719.584498 + Penalty 3352.956278 = -3143366.628220
  nChanged 907
		SP:Iteration 13Q (78552.290000 sec): 3 clusters
  Score: Raw -3147281.268885 + Penalty 3352.956278 = -3143928.312607
  nChanged 727
		SP:Iteration 14Q (78552.670000 sec): 3 clusters
  Score: Raw -3147722.272079 + Penalty 3352.956278 = -3144369.315802
  nChanged 616
		SP:Iteration 15Q (78552.990000 sec): 3 clusters
  Score: Raw -3148088.338274 + Penalty 3352.956278 = -3144735.381996
  nChanged 499
		SP:Iteration 16Q (78553.380000 sec): 3 clusters
  Score: Raw -3148390.714261 + Penalty 3352.956278 = -3145037.757984
  nChanged 450
		SP:Iteration 17Q (78553.690000 sec): 3 clusters
  Score: Raw -3148663.997329 + Penalty 3352.956278 = -3145311.041051
  nChanged 334
		SP:Iteration 18Q (78554.030000 sec): 3 clusters
  Score: Raw -3148854.934556 + Penalty 3352.956278 = -3145501.978279
  nChanged 210
		SP:Iteration 19Q (78554.400000 sec): 3 clusters
  Score: Raw -3148962.550270 + Penalty 3352.956278 = -3145609.593992
  nChanged 147
		SP:Iteration 20F (78554.750000 sec): 3 clusters
  Score: Raw -3149038.081851 + Penalty 3352.956278 = -3145685.125573
  nChanged 121
		SP:Iteration 21Q (78555.180000 sec): 3 clusters
  Score: Raw -3149104.410215 + Penalty 3352.956278 = -3145751.453938
  nChanged 95
		SP:Iteration 22Q (78555.490000 sec): 3 clusters
  Score: Raw -3149153.611439 + Penalty 3352.956278 = -3145800.655161
  nChanged 65
		SP:Iteration 23Q (78555.800000 sec): 3 clusters
  Score: Raw -3149191.124288 + Penalty 3352.956278 = -3145838.168010
  nChanged 69
		SP:Iteration 24Q (78556.070000 sec): 3 clusters
  Score: Raw -3149233.646208 + Penalty 3352.956278 = -3145880.689931
  nChanged 54
		SP:Iteration 25Q (78556.330000 sec): 3 clusters
  Score: Raw -3149265.922540 + Penalty 3352.956278 = -3145912.966263
  nChanged 45
		SP:Iteration 26Q (78556.640000 sec): 3 clusters
  Score: Raw -3149292.506067 + Penalty 3352.956278 = -3145939.549789
  nChanged 36
		SP:Iteration 27Q (78556.960000 sec): 3 clusters
  Score: Raw -3149313.838791 + Penalty 3352.956278 = -3145960.882513
  nChanged 32
		SP:Iteration 28Q (78557.260000 sec): 3 clusters
  Score: Raw -3149333.245441 + Penalty 3352.956278 = -3145980.289164
  nChanged 30
		SP:Iteration 29Q (78557.600000 sec): 3 clusters
  Score: Raw -3149347.300535 + Penalty 3352.956278 = -3145994.344258
  nChanged 22
		SP:Iteration 30Q (78557.960000 sec): 3 clusters
  Score: Raw -3149363.851661 + Penalty 3352.956278 = -3146010.895384
  nChanged 32
		SP:Iteration 31Q (78558.270000 sec): 3 clusters
  Score: Raw -3149384.175507 + Penalty 3352.956278 = -3146031.219230
  nChanged 27
		SP:Iteration 32Q (78558.610000 sec): 3 clusters
  Score: Raw -3149400.652814 + Penalty 3352.956278 = -3146047.696536
  nChanged 25
		SP:Iteration 33Q (78558.920000 sec): 3 clusters
  Score: Raw -3149413.442611 + Penalty 3352.956278 = -3146060.486334
  nChanged 14
		SP:Iteration 34Q (78559.170000 sec): 3 clusters
  Score: Raw -3149419.278049 + Penalty 3352.956278 = -3146066.321771
  nChanged 19
		SP:Iteration 35Q (78559.490000 sec): 3 clusters
  Score: Raw -3149426.959784 + Penalty 3352.956278 = -3146074.003506
  nChanged 13
		SP:Iteration 36Q (78559.780000 sec): 3 clusters
  Score: Raw -3149431.677218 + Penalty 3352.956278 = -3146078.720940
  nChanged 7
		SP:Iteration 37Q (78560.120000 sec): 3 clusters
  Score: Raw -3149434.813909 + Penalty 3352.956278 = -3146081.857632
  nChanged 8
		SP:Iteration 38Q (78560.430000 sec): 3 clusters
  Score: Raw -3149438.715130 + Penalty 3352.956278 = -3146085.758852
  nChanged 11
		SP:Iteration 39Q (78560.780000 sec): 3 clusters
  Score: Raw -3149444.910385 + Penalty 3352.956278 = -3146091.954108
  nChanged 9
		SP:Iteration 40F (78561.060000 sec): 3 clusters
  Score: Raw -3149449.344858 + Penalty 3352.956278 = -3146096.388581
  nChanged 7
		SP:Iteration 41Q (78561.370000 sec): 3 clusters
  Score: Raw -3149452.015727 + Penalty 3352.956278 = -3146099.059450
  nChanged 5
		SP:Iteration 42Q (78561.670000 sec): 3 clusters
  Score: Raw -3149453.312992 + Penalty 3352.956278 = -3146100.356715
  nChanged 1
		SP:Iteration 43Q (78562.020000 sec): 3 clusters
  Score: Raw -3149454.277662 + Penalty 3352.956278 = -3146101.321385
  nChanged 3
		SP:Iteration 44Q (78562.350000 sec): 3 clusters
  Score: Raw -3149455.832036 + Penalty 3352.956278 = -3146102.875758
  nChanged 5
		SP:Iteration 45Q (78562.680000 sec): 3 clusters
  Score: Raw -3149458.017996 + Penalty 3352.956278 = -3146105.061719
  nChanged 7
		SP:Iteration 46Q (78562.990000 sec): 3 clusters
  Score: Raw -3149461.941170 + Penalty 3352.956278 = -3146108.984893
  nChanged 8
		SP:Iteration 47Q (78563.280000 sec): 3 clusters
  Score: Raw -3149465.372982 + Penalty 3352.956278 = -3146112.416705
  nChanged 5
		SP:Iteration 48Q (78563.550000 sec): 3 clusters
  Score: Raw -3149467.729204 + Penalty 3352.956278 = -3146114.772926
  nChanged 7
		SP:Iteration 49Q (78563.830000 sec): 3 clusters
  Score: Raw -3149470.520189 + Penalty 3352.956278 = -3146117.563912
  nChanged 6
		SP:Iteration 50Q (78564.180000 sec): 3 clusters
  Score: Raw -3149473.680914 + Penalty 3352.956278 = -3146120.724636
  nChanged 8
		SP:Iteration 51Q (78564.510000 sec): 3 clusters
  Score: Raw -3149480.478944 + Penalty 3352.956278 = -3146127.522666
  nChanged 13
		SP:Iteration 52Q (78564.880000 sec): 3 clusters
  Score: Raw -3149485.687646 + Penalty 3352.956278 = -3146132.731368
  nChanged 9
		SP:Iteration 53Q (78565.130000 sec): 3 clusters
  Score: Raw -3149489.657579 + Penalty 3352.956278 = -3146136.701301
  nChanged 9
		SP:Iteration 54Q (78565.430000 sec): 3 clusters
  Score: Raw -3149496.396083 + Penalty 3352.956278 = -3146143.439805
  nChanged 14
		SP:Iteration 55Q (78565.720000 sec): 3 clusters
  Score: Raw -3149502.626717 + Penalty 3352.956278 = -3146149.670440
  nChanged 12
		SP:Iteration 56Q (78566.090000 sec): 3 clusters
  Score: Raw -3149508.716273 + Penalty 3352.956278 = -3146155.759996
  nChanged 9
		SP:Iteration 57Q (78566.380000 sec): 3 clusters
  Score: Raw -3149515.380331 + Penalty 3352.956278 = -3146162.424054
  nChanged 7
		SP:Iteration 58Q (78566.740000 sec): 3 clusters
  Score: Raw -3149518.997742 + Penalty 3352.956278 = -3146166.041464
  nChanged 4
		SP:Iteration 59Q (78567.020000 sec): 3 clusters
  Score: Raw -3149520.914402 + Penalty 3352.956278 = -3146167.958124
  nChanged 5
		SP:Iteration 60F (78567.380000 sec): 3 clusters
  Score: Raw -3149522.520380 + Penalty 3352.956278 = -3146169.564102
  nChanged 3
		SP:Iteration 61Q (78567.760000 sec): 3 clusters
  Score: Raw -3149523.668387 + Penalty 3352.956278 = -3146170.712109
  nChanged 3
		SP:Iteration 62Q (78568.080000 sec): 3 clusters
  Score: Raw -3149526.031921 + Penalty 3352.956278 = -3146173.075644
  nChanged 2
		SP:Iteration 63Q (78568.430000 sec): 3 clusters
  Score: Raw -3149526.768464 + Penalty 3352.956278 = -3146173.812186
  nChanged 3
		SP:Iteration 64Q (78568.750000 sec): 3 clusters
  Score: Raw -3149528.852743 + Penalty 3352.956278 = -3146175.896465
  nChanged 3
		SP:Iteration 65Q (78569.080000 sec): 3 clusters
  Score: Raw -3149530.457698 + Penalty 3352.956278 = -3146177.501420
  nChanged 3
		SP:Iteration 66Q (78569.420000 sec): 3 clusters
  Score: Raw -3149532.398512 + Penalty 3352.956278 = -3146179.442235
  nChanged 2
		SP:Iteration 67Q (78569.750000 sec): 3 clusters
  Score: Raw -3149532.983404 + Penalty 3352.956278 = -3146180.027126
  nChanged 2
		SP:Iteration 68Q (78570.110000 sec): 3 clusters
  Score: Raw -3149533.434575 + Penalty 3352.956278 = -3146180.478297
  nChanged 0
		SP:Iteration 69F (78570.430000 sec): 3 clusters
  Score: Raw -3149533.434575 + Penalty 3352.956278 = -3146180.478297
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78570.600000 sec): 2 clusters
  Score: Raw -83244.502488 + Penalty 1085.434868 = -82159.067620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78570.730000 sec): 3 clusters
  Score: Raw -83095.864990 + Penalty 2170.869735 = -80924.995254
  nChanged 242
		SP:Iteration 1F (78570.940000 sec): 3 clusters
  Score: Raw -83402.928347 + Penalty 2170.869735 = -81232.058611
  nChanged 82
		SP:Iteration 2F (78571.110000 sec): 3 clusters
  Score: Raw -83580.419686 + Penalty 2170.869735 = -81409.549951
  nChanged 69
		SP:Iteration 3F (78571.250000 sec): 3 clusters
  Score: Raw -83787.776794 + Penalty 2170.869735 = -81616.907058
  nChanged 61
		SP:Iteration 4F (78571.450000 sec): 3 clusters
  Score: Raw -84019.687755 + Penalty 2170.869735 = -81848.818019
  nChanged 52
		SP:Iteration 5F (78571.650000 sec): 3 clusters
  Score: Raw -84200.327993 + Penalty 2170.869735 = -82029.458258
  nChanged 43
		SP:Iteration 6F (78571.860000 sec): 3 clusters
  Score: Raw -84346.412539 + Penalty 2170.869735 = -82175.542803
  nChanged 24
		SP:Iteration 7Q (78572.110000 sec): 3 clusters
  Score: Raw -84445.387807 + Penalty 2170.869735 = -82274.518072
  nChanged 20
		SP:Iteration 8Q (78572.290000 sec): 3 clusters
  Score: Raw -84594.942927 + Penalty 2170.869735 = -82424.073192
  nChanged 17
		SP:Iteration 9Q (78572.480000 sec): 3 clusters
  Score: Raw -84827.218580 + Penalty 2170.869735 = -82656.348845
  nChanged 9
		SP:Iteration 10Q (78572.690000 sec): 3 clusters
  Score: Raw -84988.133674 + Penalty 2170.869735 = -82817.263939
  nChanged 9
		SP:Iteration 11Q (78572.890000 sec): 3 clusters
  Score: Raw -85094.736010 + Penalty 2170.869735 = -82923.866275
  nChanged 6
		SP:Iteration 12Q (78573.140000 sec): 3 clusters
  Score: Raw -85197.093868 + Penalty 2170.869735 = -83026.224133
  nChanged 5
		SP:Iteration 13Q (78573.280000 sec): 3 clusters
  Score: Raw -85249.353450 + Penalty 2170.869735 = -83078.483715
  nChanged 3
		SP:Iteration 14Q (78573.490000 sec): 3 clusters
  Score: Raw -85265.390679 + Penalty 2170.869735 = -83094.520943
  nChanged 3
		SP:Iteration 15Q (78573.640000 sec): 3 clusters
  Score: Raw -85351.676947 + Penalty 2170.869735 = -83180.807212
  nChanged 6
		SP:Iteration 16Q (78573.810000 sec): 3 clusters
  Score: Raw -85504.198386 + Penalty 2170.869735 = -83333.328651
  nChanged 6
		SP:Iteration 17Q (78574.040000 sec): 3 clusters
  Score: Raw -85514.156854 + Penalty 2170.869735 = -83343.287119
  nChanged 2
		SP:Iteration 18Q (78574.220000 sec): 3 clusters
  Score: Raw -85517.270482 + Penalty 2170.869735 = -83346.400747
  nChanged 0
		SP:Iteration 19F (78574.400000 sec): 3 clusters
  Score: Raw -85517.270482 + Penalty 2170.869735 = -83346.400747
  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 11.42 GB.

 Trying to split cluster 24 (49715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78574.760000 sec): 2 clusters
  Score: Raw -5569819.887075 + Penalty 1757.285071 = -5568062.602004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78575.280000 sec): 3 clusters
  Score: Raw -5538230.853508 + Penalty 3514.570143 = -5534716.283365
  nChanged 23412
		SP:Iteration 1F (78575.800000 sec): 3 clusters
  Score: Raw -5552017.580774 + Penalty 3514.570143 = -5548503.010632
  nChanged 2501
		SP:Iteration 2F (78576.250000 sec): 3 clusters
  Score: Raw -5553006.724099 + Penalty 3514.570143 = -5549492.153957
  nChanged 2558
		SP:Iteration 3F (78576.690000 sec): 3 clusters
  Score: Raw -5554062.669938 + Penalty 3514.570143 = -5550548.099796
  nChanged 2619
		SP:Iteration 4F (78577.240000 sec): 3 clusters
  Score: Raw -5555225.520610 + Penalty 3514.570143 = -5551710.950467
  nChanged 2540
		SP:Iteration 5F (78577.700000 sec): 3 clusters
  Score: Raw -5556388.163388 + Penalty 3514.570143 = -5552873.593246
  nChanged 2458
		SP:Iteration 6Q (78578.110000 sec): 3 clusters
  Score: Raw -5557552.692551 + Penalty 3514.570143 = -5554038.122409
  nChanged 2398
		SP:Iteration 7Q (78578.620000 sec): 3 clusters
  Score: Raw -5558691.225963 + Penalty 3514.570143 = -5555176.655820
  nChanged 2228
		SP:Iteration 8Q (78579.020000 sec): 3 clusters
  Score: Raw -5559807.265319 + Penalty 3514.570143 = -5556292.695177
  nChanged 2130
		SP:Iteration 9Q (78579.470000 sec): 3 clusters
  Score: Raw -5560899.437281 + Penalty 3514.570143 = -5557384.867138
  nChanged 2005
		SP:Iteration 10Q (78580.000000 sec): 3 clusters
  Score: Raw -5561940.615871 + Penalty 3514.570143 = -5558426.045729
  nChanged 1829
		SP:Iteration 11Q (78580.370000 sec): 3 clusters
  Score: Raw -5562827.953732 + Penalty 3514.570143 = -5559313.383589
  nChanged 1570
		SP:Iteration 12Q (78580.780000 sec): 3 clusters
  Score: Raw -5563480.227856 + Penalty 3514.570143 = -5559965.657713
  nChanged 1210
		SP:Iteration 13Q (78581.230000 sec): 3 clusters
  Score: Raw -5563912.424197 + Penalty 3514.570143 = -5560397.854054
  nChanged 944
		SP:Iteration 14Q (78581.710000 sec): 3 clusters
  Score: Raw -5564190.077856 + Penalty 3514.570143 = -5560675.507713
  nChanged 785
		SP:Iteration 15Q (78582.210000 sec): 3 clusters
  Score: Raw -5564407.463928 + Penalty 3514.570143 = -5560892.893785
  nChanged 703
		SP:Iteration 16Q (78582.650000 sec): 3 clusters
  Score: Raw -5564607.851566 + Penalty 3514.570143 = -5561093.281423
  nChanged 664
		SP:Iteration 17Q (78583.110000 sec): 3 clusters
  Score: Raw -5564781.125164 + Penalty 3514.570143 = -5561266.555022
  nChanged 582
		SP:Iteration 18Q (78583.570000 sec): 3 clusters
  Score: Raw -5564927.802873 + Penalty 3514.570143 = -5561413.232730
  nChanged 570
		SP:Iteration 19Q (78584.050000 sec): 3 clusters
  Score: Raw -5565063.355947 + Penalty 3514.570143 = -5561548.785804
  nChanged 525
		SP:Iteration 20F (78584.460000 sec): 3 clusters
  Score: Raw -5565183.590351 + Penalty 3514.570143 = -5561669.020208
  nChanged 516
		SP:Iteration 21Q (78585.050000 sec): 3 clusters
  Score: Raw -5565305.474788 + Penalty 3514.570143 = -5561790.904645
  nChanged 509
		SP:Iteration 22Q (78585.480000 sec): 3 clusters
  Score: Raw -5565429.375574 + Penalty 3514.570143 = -5561914.805431
  nChanged 528
		SP:Iteration 23Q (78585.940000 sec): 3 clusters
  Score: Raw -5565562.944611 + Penalty 3514.570143 = -5562048.374468
  nChanged 532
		SP:Iteration 24Q (78586.460000 sec): 3 clusters
  Score: Raw -5565687.260184 + Penalty 3514.570143 = -5562172.690041
  nChanged 517
		SP:Iteration 25Q (78586.920000 sec): 3 clusters
  Score: Raw -5565801.830136 + Penalty 3514.570143 = -5562287.259993
  nChanged 481
		SP:Iteration 26Q (78587.390000 sec): 3 clusters
  Score: Raw -5565908.456737 + Penalty 3514.570143 = -5562393.886595
  nChanged 470
		SP:Iteration 27Q (78587.810000 sec): 3 clusters
  Score: Raw -5566012.847512 + Penalty 3514.570143 = -5562498.277370
  nChanged 480
		SP:Iteration 28Q (78588.330000 sec): 3 clusters
  Score: Raw -5566119.887429 + Penalty 3514.570143 = -5562605.317286
  nChanged 450
		SP:Iteration 29Q (78588.790000 sec): 3 clusters
  Score: Raw -5566214.622214 + Penalty 3514.570143 = -5562700.052072
  nChanged 455
		SP:Iteration 30Q (78589.320000 sec): 3 clusters
  Score: Raw -5566307.735307 + Penalty 3514.570143 = -5562793.165164
  nChanged 413
		SP:Iteration 31Q (78589.770000 sec): 3 clusters
  Score: Raw -5566388.456619 + Penalty 3514.570143 = -5562873.886476
  nChanged 407
		SP:Iteration 32Q (78590.160000 sec): 3 clusters
  Score: Raw -5566469.194926 + Penalty 3514.570143 = -5562954.624783
  nChanged 405
		SP:Iteration 33Q (78590.590000 sec): 3 clusters
  Score: Raw -5566553.849613 + Penalty 3514.570143 = -5563039.279471
  nChanged 432
		SP:Iteration 34Q (78591.030000 sec): 3 clusters
  Score: Raw -5566645.347918 + Penalty 3514.570143 = -5563130.777775
  nChanged 430
		SP:Iteration 35Q (78591.480000 sec): 3 clusters
  Score: Raw -5566736.249787 + Penalty 3514.570143 = -5563221.679644
  nChanged 432
		SP:Iteration 36Q (78591.950000 sec): 3 clusters
  Score: Raw -5566834.383847 + Penalty 3514.570143 = -5563319.813704
  nChanged 450
		SP:Iteration 37Q (78592.440000 sec): 3 clusters
  Score: Raw -5566943.002891 + Penalty 3514.570143 = -5563428.432748
  nChanged 486
		SP:Iteration 38Q (78592.890000 sec): 3 clusters
  Score: Raw -5567062.317262 + Penalty 3514.570143 = -5563547.747120
  nChanged 476
		SP:Iteration 39Q (78593.380000 sec): 3 clusters
  Score: Raw -5567177.982281 + Penalty 3514.570143 = -5563663.412138
  nChanged 466
		SP:Iteration 40F (78593.800000 sec): 3 clusters
  Score: Raw -5567296.841878 + Penalty 3514.570143 = -5563782.271736
  nChanged 483
		SP:Iteration 41Q (78594.350000 sec): 3 clusters
  Score: Raw -5567425.783775 + Penalty 3514.570143 = -5563911.213632
  nChanged 489
		SP:Iteration 42Q (78594.850000 sec): 3 clusters
  Score: Raw -5567564.034637 + Penalty 3514.570143 = -5564049.464494
  nChanged 475
		SP:Iteration 43Q (78595.290000 sec): 3 clusters
  Score: Raw -5567704.860081 + Penalty 3514.570143 = -5564190.289938
  nChanged 478
		SP:Iteration 44Q (78595.700000 sec): 3 clusters
  Score: Raw -5567847.269585 + Penalty 3514.570143 = -5564332.699443
  nChanged 472
		SP:Iteration 45Q (78596.070000 sec): 3 clusters
  Score: Raw -5567995.477608 + Penalty 3514.570143 = -5564480.907465
  nChanged 483
		SP:Iteration 46Q (78596.520000 sec): 3 clusters
  Score: Raw -5568147.588078 + Penalty 3514.570143 = -5564633.017936
  nChanged 449
		SP:Iteration 47Q (78596.950000 sec): 3 clusters
  Score: Raw -5568285.987123 + Penalty 3514.570143 = -5564771.416981
  nChanged 417
		SP:Iteration 48Q (78597.360000 sec): 3 clusters
  Score: Raw -5568413.970239 + Penalty 3514.570143 = -5564899.400096
  nChanged 383
		SP:Iteration 49Q (78597.790000 sec): 3 clusters
  Score: Raw -5568536.751820 + Penalty 3514.570143 = -5565022.181678
  nChanged 351
		SP:Iteration 50Q (78598.210000 sec): 3 clusters
  Score: Raw -5568644.028499 + Penalty 3514.570143 = -5565129.458356
  nChanged 331
		SP:Iteration 51Q (78598.630000 sec): 3 clusters
  Score: Raw -5568754.175612 + Penalty 3514.570143 = -5565239.605469
  nChanged 337
		SP:Iteration 52Q (78599.090000 sec): 3 clusters
  Score: Raw -5568866.381186 + Penalty 3514.570143 = -5565351.811043
  nChanged 333
		SP:Iteration 53Q (78599.540000 sec): 3 clusters
  Score: Raw -5568987.944005 + Penalty 3514.570143 = -5565473.373862
  nChanged 322
		SP:Iteration 54Q (78599.930000 sec): 3 clusters
  Score: Raw -5569112.086516 + Penalty 3514.570143 = -5565597.516373
  nChanged 299
		SP:Iteration 55Q (78600.370000 sec): 3 clusters
  Score: Raw -5569233.197003 + Penalty 3514.570143 = -5565718.626861
  nChanged 281
		SP:Iteration 56Q (78600.750000 sec): 3 clusters
  Score: Raw -5569345.559224 + Penalty 3514.570143 = -5565830.989082
  nChanged 246
		SP:Iteration 57Q (78601.150000 sec): 3 clusters
  Score: Raw -5569444.385815 + Penalty 3514.570143 = -5565929.815672
  nChanged 231
		SP:Iteration 58Q (78601.600000 sec): 3 clusters
  Score: Raw -5569543.947430 + Penalty 3514.570143 = -5566029.377287
  nChanged 216
		SP:Iteration 59Q (78601.970000 sec): 3 clusters
  Score: Raw -5569637.996257 + Penalty 3514.570143 = -5566123.426114
  nChanged 183
		SP:Iteration 60F (78602.400000 sec): 3 clusters
  Score: Raw -5569719.412665 + Penalty 3514.570143 = -5566204.842522
  nChanged 165
		SP:Iteration 61Q (78602.820000 sec): 3 clusters
  Score: Raw -5569793.018988 + Penalty 3514.570143 = -5566278.448845
  nChanged 136
		SP:Iteration 62Q (78603.280000 sec): 3 clusters
  Score: Raw -5569845.036074 + Penalty 3514.570143 = -5566330.465931
  nChanged 105
		SP:Iteration 63Q (78603.680000 sec): 3 clusters
  Score: Raw -5569882.177718 + Penalty 3514.570143 = -5566367.607575
  nChanged 89
		SP:Iteration 64Q (78604.070000 sec): 3 clusters
  Score: Raw -5569921.837244 + Penalty 3514.570143 = -5566407.267101
  nChanged 86
		SP:Iteration 65Q (78604.430000 sec): 3 clusters
  Score: Raw -5569956.042443 + Penalty 3514.570143 = -5566441.472300
  nChanged 65
		SP:Iteration 66Q (78604.860000 sec): 3 clusters
  Score: Raw -5569980.392292 + Penalty 3514.570143 = -5566465.822150
  nChanged 55
		SP:Iteration 67Q (78605.280000 sec): 3 clusters
  Score: Raw -5569998.486759 + Penalty 3514.570143 = -5566483.916617
  nChanged 33
		SP:Iteration 68Q (78605.640000 sec): 3 clusters
  Score: Raw -5570009.888676 + Penalty 3514.570143 = -5566495.318534
  nChanged 31
		SP:Iteration 69Q (78606.010000 sec): 3 clusters
  Score: Raw -5570020.443710 + Penalty 3514.570143 = -5566505.873567
  nChanged 27
		SP:Iteration 70Q (78606.450000 sec): 3 clusters
  Score: Raw -5570029.603132 + Penalty 3514.570143 = -5566515.032990
  nChanged 25
		SP:Iteration 71Q (78606.850000 sec): 3 clusters
  Score: Raw -5570036.500870 + Penalty 3514.570143 = -5566521.930727
  nChanged 15
		SP:Iteration 72Q (78607.290000 sec): 3 clusters
  Score: Raw -5570040.861205 + Penalty 3514.570143 = -5566526.291062
  nChanged 22
		SP:Iteration 73Q (78607.710000 sec): 3 clusters
  Score: Raw -5570047.828702 + Penalty 3514.570143 = -5566533.258559
  nChanged 24
		SP:Iteration 74Q (78608.180000 sec): 3 clusters
  Score: Raw -5570055.035844 + Penalty 3514.570143 = -5566540.465701
  nChanged 21
		SP:Iteration 75Q (78608.610000 sec): 3 clusters
  Score: Raw -5570063.029742 + Penalty 3514.570143 = -5566548.459599
  nChanged 15
		SP:Iteration 76Q (78609.120000 sec): 3 clusters
  Score: Raw -5570067.899633 + Penalty 3514.570143 = -5566553.329490
  nChanged 12
		SP:Iteration 77Q (78609.440000 sec): 3 clusters
  Score: Raw -5570070.729286 + Penalty 3514.570143 = -5566556.159144
  nChanged 9
		SP:Iteration 78Q (78609.810000 sec): 3 clusters
  Score: Raw -5570074.996504 + Penalty 3514.570143 = -5566560.426362
  nChanged 8
		SP:Iteration 79Q (78610.230000 sec): 3 clusters
  Score: Raw -5570078.527196 + Penalty 3514.570143 = -5566563.957053
  nChanged 10
		SP:Iteration 80F (78610.650000 sec): 3 clusters
  Score: Raw -5570081.692452 + Penalty 3514.570143 = -5566567.122310
  nChanged 7
		SP:Iteration 81Q (78611.070000 sec): 3 clusters
  Score: Raw -5570083.856015 + Penalty 3514.570143 = -5566569.285873
  nChanged 9
		SP:Iteration 82Q (78611.470000 sec): 3 clusters
  Score: Raw -5570086.424513 + Penalty 3514.570143 = -5566571.854370
  nChanged 7
		SP:Iteration 83Q (78611.910000 sec): 3 clusters
  Score: Raw -5570088.783930 + Penalty 3514.570143 = -5566574.213787
  nChanged 4
		SP:Iteration 84Q (78612.330000 sec): 3 clusters
  Score: Raw -5570090.034383 + Penalty 3514.570143 = -5566575.464240
  nChanged 5
		SP:Iteration 85Q (78612.790000 sec): 3 clusters
  Score: Raw -5570090.864327 + Penalty 3514.570143 = -5566576.294184
  nChanged 5
		SP:Iteration 86Q (78613.190000 sec): 3 clusters
  Score: Raw -5570091.858618 + Penalty 3514.570143 = -5566577.288475
  nChanged 4
		SP:Iteration 87Q (78613.640000 sec): 3 clusters
  Score: Raw -5570093.180267 + Penalty 3514.570143 = -5566578.610124
  nChanged 6
		SP:Iteration 88Q (78614.100000 sec): 3 clusters
  Score: Raw -5570094.824085 + Penalty 3514.570143 = -5566580.253942
  nChanged 4
		SP:Iteration 89Q (78614.520000 sec): 3 clusters
  Score: Raw -5570096.008952 + Penalty 3514.570143 = -5566581.438810
  nChanged 5
		SP:Iteration 90Q (78614.900000 sec): 3 clusters
  Score: Raw -5570098.328308 + Penalty 3514.570143 = -5566583.758166
  nChanged 5
		SP:Iteration 91Q (78615.330000 sec): 3 clusters
  Score: Raw -5570100.512470 + Penalty 3514.570143 = -5566585.942327
  nChanged 8
		SP:Iteration 92Q (78615.730000 sec): 3 clusters
  Score: Raw -5570105.312303 + Penalty 3514.570143 = -5566590.742160
  nChanged 12
		SP:Iteration 93Q (78616.250000 sec): 3 clusters
  Score: Raw -5570110.236400 + Penalty 3514.570143 = -5566595.666257
  nChanged 10
		SP:Iteration 94Q (78616.710000 sec): 3 clusters
  Score: Raw -5570114.577865 + Penalty 3514.570143 = -5566600.007722
  nChanged 12
		SP:Iteration 95Q (78617.120000 sec): 3 clusters
  Score: Raw -5570119.097903 + Penalty 3514.570143 = -5566604.527760
  nChanged 7
		SP:Iteration 96Q (78617.510000 sec): 3 clusters
  Score: Raw -5570122.613318 + Penalty 3514.570143 = -5566608.043175
  nChanged 8
		SP:Iteration 97Q (78617.940000 sec): 3 clusters
  Score: Raw -5570125.672418 + Penalty 3514.570143 = -5566611.102275
  nChanged 9
		SP:Iteration 98Q (78618.300000 sec): 3 clusters
  Score: Raw -5570129.226404 + Penalty 3514.570143 = -5566614.656261
  nChanged 6
		SP:Iteration 99Q (78618.750000 sec): 3 clusters
  Score: Raw -5570132.457628 + Penalty 3514.570143 = -5566617.887486
  nChanged 7
		SP:Iteration 100F (78619.160000 sec): 3 clusters
  Score: Raw -5570134.766333 + Penalty 3514.570143 = -5566620.196190
  nChanged 5
		SP:Iteration 101Q (78619.560000 sec): 3 clusters
  Score: Raw -5570136.878594 + Penalty 3514.570143 = -5566622.308451
  nChanged 7
		SP:Iteration 102Q (78619.950000 sec): 3 clusters
  Score: Raw -5570138.486787 + Penalty 3514.570143 = -5566623.916644
  nChanged 1
		SP:Iteration 103Q (78620.340000 sec): 3 clusters
  Score: Raw -5570139.249288 + Penalty 3514.570143 = -5566624.679145
  nChanged 7
		SP:Iteration 104Q (78620.790000 sec): 3 clusters
  Score: Raw -5570141.794362 + Penalty 3514.570143 = -5566627.224219
  nChanged 6
		SP:Iteration 105Q (78621.210000 sec): 3 clusters
  Score: Raw -5570143.508110 + Penalty 3514.570143 = -5566628.937968
  nChanged 3
		SP:Iteration 106Q (78621.610000 sec): 3 clusters
  Score: Raw -5570144.395124 + Penalty 3514.570143 = -5566629.824982
  nChanged 2
		SP:Iteration 107Q (78622.020000 sec): 3 clusters
  Score: Raw -5570145.132639 + Penalty 3514.570143 = -5566630.562496
  nChanged 4
		SP:Iteration 108Q (78622.440000 sec): 3 clusters
  Score: Raw -5570146.466780 + Penalty 3514.570143 = -5566631.896637
  nChanged 3
		SP:Iteration 109Q (78622.800000 sec): 3 clusters
  Score: Raw -5570147.525360 + Penalty 3514.570143 = -5566632.955218
  nChanged 2
		SP:Iteration 110Q (78623.240000 sec): 3 clusters
  Score: Raw -5570148.171577 + Penalty 3514.570143 = -5566633.601434
  nChanged 1
		SP:Iteration 111Q (78623.600000 sec): 3 clusters
  Score: Raw -5570148.463350 + Penalty 3514.570143 = -5566633.893208
  nChanged 1
		SP:Iteration 112Q (78624.050000 sec): 3 clusters
  Score: Raw -5570148.674769 + Penalty 3514.570143 = -5566634.104627
  nChanged 0
		SP:Iteration 113F (78624.490000 sec): 3 clusters
  Score: Raw -5570148.674769 + Penalty 3514.570143 = -5566634.104627
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78624.990000 sec): 2 clusters
  Score: Raw -10806114.939215 + Penalty 1856.789611 = -10804258.149604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78625.730000 sec): 3 clusters
  Score: Raw -10746620.795787 + Penalty 3713.579222 = -10742907.216565
  nChanged 43652
		SP:Iteration 1F (78626.410000 sec): 3 clusters
  Score: Raw -10773072.590990 + Penalty 3713.579222 = -10769359.011768
  nChanged 5115
		SP:Iteration 2F (78627.070000 sec): 3 clusters
  Score: Raw -10775521.246029 + Penalty 3713.579222 = -10771807.666807
  nChanged 6295
		SP:Iteration 3F (78627.740000 sec): 3 clusters
  Score: Raw -10779287.636592 + Penalty 3713.579222 = -10775574.057370
  nChanged 6939
		SP:Iteration 4F (78628.440000 sec): 3 clusters
  Score: Raw -10783862.165526 + Penalty 3713.579222 = -10780148.586304
  nChanged 6572
		SP:Iteration 5F (78629.050000 sec): 3 clusters
  Score: Raw -10788366.934061 + Penalty 3713.579222 = -10784653.354839
  nChanged 5793
		SP:Iteration 6F (78629.710000 sec): 3 clusters
  Score: Raw -10792698.432420 + Penalty 3713.579222 = -10788984.853198
  nChanged 5072
		SP:Iteration 7F (78630.340000 sec): 3 clusters
  Score: Raw -10796957.885976 + Penalty 3713.579222 = -10793244.306754
  nChanged 4219
		SP:Iteration 8Q (78630.990000 sec): 3 clusters
  Score: Raw -10800748.806833 + Penalty 3713.579222 = -10797035.227610
  nChanged 2937
		SP:Iteration 9Q (78631.650000 sec): 3 clusters
  Score: Raw -10803469.893526 + Penalty 3713.579222 = -10799756.314304
  nChanged 1621
		SP:Iteration 10Q (78632.270000 sec): 3 clusters
  Score: Raw -10804931.431134 + Penalty 3713.579222 = -10801217.851912
  nChanged 802
		SP:Iteration 11Q (78632.880000 sec): 3 clusters
  Score: Raw -10805645.774435 + Penalty 3713.579222 = -10801932.195213
  nChanged 420
		SP:Iteration 12Q (78633.450000 sec): 3 clusters
  Score: Raw -10806052.332494 + Penalty 3713.579222 = -10802338.753272
  nChanged 184
		SP:Iteration 13Q (78634.040000 sec): 3 clusters
  Score: Raw -10806218.957193 + Penalty 3713.579222 = -10802505.377970
  nChanged 113
		SP:Iteration 14Q (78634.590000 sec): 3 clusters
  Score: Raw -10806330.588869 + Penalty 3713.579222 = -10802617.009646
  nChanged 78
		SP:Iteration 15Q (78635.140000 sec): 3 clusters
  Score: Raw -10806409.690593 + Penalty 3713.579222 = -10802696.111371
  nChanged 66
		SP:Iteration 16Q (78635.750000 sec): 3 clusters
  Score: Raw -10806463.900748 + Penalty 3713.579222 = -10802750.321526
  nChanged 41
		SP:Iteration 17Q (78636.350000 sec): 3 clusters
  Score: Raw -10806496.643793 + Penalty 3713.579222 = -10802783.064570
  nChanged 41
		SP:Iteration 18Q (78637.010000 sec): 3 clusters
  Score: Raw -10806529.245424 + Penalty 3713.579222 = -10802815.666202
  nChanged 44
		SP:Iteration 19Q (78637.620000 sec): 3 clusters
  Score: Raw -10806566.862379 + Penalty 3713.579222 = -10802853.283156
  nChanged 34
		SP:Iteration 20F (78638.270000 sec): 3 clusters
  Score: Raw -10806590.638082 + Penalty 3713.579222 = -10802877.058860
  nChanged 24
		SP:Iteration 21Q (78638.850000 sec): 3 clusters
  Score: Raw -10806604.409376 + Penalty 3713.579222 = -10802890.830153
  nChanged 17
		SP:Iteration 22Q (78639.450000 sec): 3 clusters
  Score: Raw -10806615.807672 + Penalty 3713.579222 = -10802902.228450
  nChanged 13
		SP:Iteration 23Q (78640.010000 sec): 3 clusters
  Score: Raw -10806622.435768 + Penalty 3713.579222 = -10802908.856546
  nChanged 9
		SP:Iteration 24Q (78640.600000 sec): 3 clusters
  Score: Raw -10806628.095128 + Penalty 3713.579222 = -10802914.515905
  nChanged 10
		SP:Iteration 25Q (78641.180000 sec): 3 clusters
  Score: Raw -10806634.048693 + Penalty 3713.579222 = -10802920.469471
  nChanged 5
		SP:Iteration 26Q (78641.720000 sec): 3 clusters
  Score: Raw -10806636.855917 + Penalty 3713.579222 = -10802923.276695
  nChanged 4
		SP:Iteration 27Q (78642.250000 sec): 3 clusters
  Score: Raw -10806638.252454 + Penalty 3713.579222 = -10802924.673231
  nChanged 4
		SP:Iteration 28Q (78642.780000 sec): 3 clusters
  Score: Raw -10806639.867057 + Penalty 3713.579222 = -10802926.287835
  nChanged 5
		SP:Iteration 29Q (78643.370000 sec): 3 clusters
  Score: Raw -10806641.892928 + Penalty 3713.579222 = -10802928.313705
  nChanged 4
		SP:Iteration 30Q (78643.950000 sec): 3 clusters
  Score: Raw -10806644.353301 + Penalty 3713.579222 = -10802930.774079
  nChanged 4
		SP:Iteration 31Q (78644.520000 sec): 3 clusters
  Score: Raw -10806645.884432 + Penalty 3713.579222 = -10802932.305210
  nChanged 3
		SP:Iteration 32Q (78645.150000 sec): 3 clusters
  Score: Raw -10806647.574118 + Penalty 3713.579222 = -10802933.994896
  nChanged 4
		SP:Iteration 33Q (78645.770000 sec): 3 clusters
  Score: Raw -10806649.582912 + Penalty 3713.579222 = -10802936.003690
  nChanged 7
		SP:Iteration 34Q (78646.370000 sec): 3 clusters
  Score: Raw -10806652.391257 + Penalty 3713.579222 = -10802938.812035
  nChanged 6
		SP:Iteration 35Q (78646.920000 sec): 3 clusters
  Score: Raw -10806655.844486 + Penalty 3713.579222 = -10802942.265264
  nChanged 3
		SP:Iteration 36Q (78647.470000 sec): 3 clusters
  Score: Raw -10806656.907776 + Penalty 3713.579222 = -10802943.328553
  nChanged 3
		SP:Iteration 37Q (78647.990000 sec): 3 clusters
  Score: Raw -10806657.794945 + Penalty 3713.579222 = -10802944.215723
  nChanged 2
		SP:Iteration 38Q (78648.540000 sec): 3 clusters
  Score: Raw -10806658.461447 + Penalty 3713.579222 = -10802944.882224
  nChanged 1
		SP:Iteration 39Q (78649.070000 sec): 3 clusters
  Score: Raw -10806658.734709 + Penalty 3713.579222 = -10802945.155487
  nChanged 1
		SP:Iteration 40F (78649.700000 sec): 3 clusters
  Score: Raw -10806659.296172 + Penalty 3713.579222 = -10802945.716949
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78649.860000 sec): 2 clusters
  Score: Raw -125760.920907 + Penalty 1180.518654 = -124580.402253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78650.030000 sec): 3 clusters
  Score: Raw -125214.917218 + Penalty 2361.037308 = -122853.879911
  nChanged 478
		SP:Iteration 1F (78650.210000 sec): 3 clusters
  Score: Raw -125605.399353 + Penalty 2361.037308 = -123244.362046
  nChanged 129
		SP:Iteration 2F (78650.420000 sec): 3 clusters
  Score: Raw -125777.224136 + Penalty 2361.037308 = -123416.186828
  nChanged 112
		SP:Iteration 3F (78650.600000 sec): 3 clusters
  Score: Raw -125966.924838 + Penalty 2361.037308 = -123605.887530
  nChanged 107
		SP:Iteration 4F (78650.860000 sec): 3 clusters
  Score: Raw -126158.428803 + Penalty 2361.037308 = -123797.391495
  nChanged 88
		SP:Iteration 5F (78651.100000 sec): 3 clusters
  Score: Raw -126320.517688 + Penalty 2361.037308 = -123959.480380
  nChanged 73
		SP:Iteration 6F (78651.290000 sec): 3 clusters
  Score: Raw -126441.353586 + Penalty 2361.037308 = -124080.316279
  nChanged 56
		SP:Iteration 7Q (78651.470000 sec): 3 clusters
  Score: Raw -126528.532631 + Penalty 2361.037308 = -124167.495323
  nChanged 37
		SP:Iteration 8Q (78651.690000 sec): 3 clusters
  Score: Raw -126581.554183 + Penalty 2361.037308 = -124220.516876
  nChanged 22
		SP:Iteration 9Q (78651.850000 sec): 3 clusters
  Score: Raw -126600.291757 + Penalty 2361.037308 = -124239.254449
  nChanged 18
		SP:Iteration 10Q (78652.060000 sec): 3 clusters
  Score: Raw -126614.261457 + Penalty 2361.037308 = -124253.224150
  nChanged 6
		SP:Iteration 11Q (78652.300000 sec): 3 clusters
  Score: Raw -126619.446269 + Penalty 2361.037308 = -124258.408961
  nChanged 4
		SP:Iteration 12Q (78652.460000 sec): 3 clusters
  Score: Raw -126624.496879 + Penalty 2361.037308 = -124263.459571
  nChanged 2
		SP:Iteration 13Q (78652.690000 sec): 3 clusters
  Score: Raw -126625.406480 + Penalty 2361.037308 = -124264.369173
  nChanged 1
		SP:Iteration 14Q (78652.860000 sec): 3 clusters
  Score: Raw -126625.747452 + Penalty 2361.037308 = -124264.710144
  nChanged 0
		SP:Iteration 15F (78653.060000 sec): 3 clusters
  Score: Raw -126625.747452 + Penalty 2361.037308 = -124264.710144
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78653.220000 sec): 2 clusters
  Score: Raw -966366.790508 + Penalty 1475.722623 = -964891.067885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78653.460000 sec): 3 clusters
  Score: Raw -961422.099120 + Penalty 2951.445247 = -958470.653873
  nChanged 3814
		SP:Iteration 1F (78653.720000 sec): 3 clusters
  Score: Raw -963599.478719 + Penalty 2951.445247 = -960648.033472
  nChanged 628
		SP:Iteration 2F (78653.920000 sec): 3 clusters
  Score: Raw -963955.871287 + Penalty 2951.445247 = -961004.426040
  nChanged 530
		SP:Iteration 3F (78654.220000 sec): 3 clusters
  Score: Raw -964226.284240 + Penalty 2951.445247 = -961274.838993
  nChanged 464
		SP:Iteration 4F (78654.470000 sec): 3 clusters
  Score: Raw -964484.712220 + Penalty 2951.445247 = -961533.266973
  nChanged 443
		SP:Iteration 5F (78654.690000 sec): 3 clusters
  Score: Raw -964688.363297 + Penalty 2951.445247 = -961736.918051
  nChanged 357
		SP:Iteration 6Q (78654.930000 sec): 3 clusters
  Score: Raw -964837.632296 + Penalty 2951.445247 = -961886.187049
  nChanged 318
		SP:Iteration 7Q (78655.160000 sec): 3 clusters
  Score: Raw -964981.923708 + Penalty 2951.445247 = -962030.478461
  nChanged 286
		SP:Iteration 8Q (78655.450000 sec): 3 clusters
  Score: Raw -965113.382957 + Penalty 2951.445247 = -962161.937710
  nChanged 270
		SP:Iteration 9Q (78655.680000 sec): 3 clusters
  Score: Raw -965238.448148 + Penalty 2951.445247 = -962287.002901
  nChanged 262
		SP:Iteration 10Q (78655.910000 sec): 3 clusters
  Score: Raw -965369.021550 + Penalty 2951.445247 = -962417.576303
  nChanged 262
		SP:Iteration 11Q (78656.160000 sec): 3 clusters
  Score: Raw -965517.550770 + Penalty 2951.445247 = -962566.105523
  nChanged 258
		SP:Iteration 12Q (78656.400000 sec): 3 clusters
  Score: Raw -965665.957528 + Penalty 2951.445247 = -962714.512281
  nChanged 218
		SP:Iteration 13Q (78656.650000 sec): 3 clusters
  Score: Raw -965794.959252 + Penalty 2951.445247 = -962843.514005
  nChanged 216
		SP:Iteration 14Q (78656.880000 sec): 3 clusters
  Score: Raw -965935.093745 + Penalty 2951.445247 = -962983.648498
  nChanged 204
		SP:Iteration 15Q (78657.150000 sec): 3 clusters
  Score: Raw -966063.122104 + Penalty 2951.445247 = -963111.676857
  nChanged 169
		SP:Iteration 16Q (78657.360000 sec): 3 clusters
  Score: Raw -966167.126755 + Penalty 2951.445247 = -963215.681508
  nChanged 134
		SP:Iteration 17Q (78657.600000 sec): 3 clusters
  Score: Raw -966240.301342 + Penalty 2951.445247 = -963288.856095
  nChanged 116
		SP:Iteration 18Q (78657.800000 sec): 3 clusters
  Score: Raw -966314.774876 + Penalty 2951.445247 = -963363.329629
  nChanged 94
		SP:Iteration 19Q (78658.040000 sec): 3 clusters
  Score: Raw -966383.410238 + Penalty 2951.445247 = -963431.964991
  nChanged 84
		SP:Iteration 20F (78658.340000 sec): 3 clusters
  Score: Raw -966452.622133 + Penalty 2951.445247 = -963501.176886
  nChanged 75
		SP:Iteration 21Q (78658.550000 sec): 3 clusters
  Score: Raw -966512.820510 + Penalty 2951.445247 = -963561.375263
  nChanged 64
		SP:Iteration 22Q (78658.790000 sec): 3 clusters
  Score: Raw -966556.885175 + Penalty 2951.445247 = -963605.439928
  nChanged 53
		SP:Iteration 23Q (78659.040000 sec): 3 clusters
  Score: Raw -966597.277307 + Penalty 2951.445247 = -963645.832060
  nChanged 42
		SP:Iteration 24Q (78659.280000 sec): 3 clusters
  Score: Raw -966629.445908 + Penalty 2951.445247 = -963678.000661
  nChanged 39
		SP:Iteration 25Q (78659.560000 sec): 3 clusters
  Score: Raw -966652.175163 + Penalty 2951.445247 = -963700.729916
  nChanged 39
		SP:Iteration 26Q (78659.810000 sec): 3 clusters
  Score: Raw -966675.809286 + Penalty 2951.445247 = -963724.364039
  nChanged 38
		SP:Iteration 27Q (78660.030000 sec): 3 clusters
  Score: Raw -966695.583648 + Penalty 2951.445247 = -963744.138401
  nChanged 30
		SP:Iteration 28Q (78660.300000 sec): 3 clusters
  Score: Raw -966708.594376 + Penalty 2951.445247 = -963757.149129
  nChanged 24
		SP:Iteration 29Q (78660.540000 sec): 3 clusters
  Score: Raw -966720.213834 + Penalty 2951.445247 = -963768.768587
  nChanged 19
		SP:Iteration 30Q (78660.780000 sec): 3 clusters
  Score: Raw -966728.865138 + Penalty 2951.445247 = -963777.419891
  nChanged 17
		SP:Iteration 31Q (78660.980000 sec): 3 clusters
  Score: Raw -966735.370683 + Penalty 2951.445247 = -963783.925436
  nChanged 16
		SP:Iteration 32Q (78661.210000 sec): 3 clusters
  Score: Raw -966741.783410 + Penalty 2951.445247 = -963790.338163
  nChanged 9
		SP:Iteration 33Q (78661.410000 sec): 3 clusters
  Score: Raw -966744.959474 + Penalty 2951.445247 = -963793.514227
  nChanged 11
		SP:Iteration 34Q (78661.640000 sec): 3 clusters
  Score: Raw -966748.926414 + Penalty 2951.445247 = -963797.481167
  nChanged 7
		SP:Iteration 35Q (78661.930000 sec): 3 clusters
  Score: Raw -966751.158419 + Penalty 2951.445247 = -963799.713172
  nChanged 9
		SP:Iteration 36Q (78662.150000 sec): 3 clusters
  Score: Raw -966755.221127 + Penalty 2951.445247 = -963803.775880
  nChanged 8
		SP:Iteration 37Q (78662.380000 sec): 3 clusters
  Score: Raw -966758.646557 + Penalty 2951.445247 = -963807.201310
  nChanged 6
		SP:Iteration 38Q (78662.610000 sec): 3 clusters
  Score: Raw -966761.845373 + Penalty 2951.445247 = -963810.400126
  nChanged 8
		SP:Iteration 39Q (78662.890000 sec): 3 clusters
  Score: Raw -966764.042280 + Penalty 2951.445247 = -963812.597033
  nChanged 4
		SP:Iteration 40F (78663.180000 sec): 3 clusters
  Score: Raw -966765.997416 + Penalty 2951.445247 = -963814.552169
  nChanged 5
		SP:Iteration 41Q (78663.470000 sec): 3 clusters
  Score: Raw -966768.169248 + Penalty 2951.445247 = -963816.724001
  nChanged 3
		SP:Iteration 42Q (78663.780000 sec): 3 clusters
  Score: Raw -966769.417934 + Penalty 2951.445247 = -963817.972687
  nChanged 2
		SP:Iteration 43Q (78664.030000 sec): 3 clusters
  Score: Raw -966770.888603 + Penalty 2951.445247 = -963819.443356
  nChanged 2
		SP:Iteration 44Q (78664.280000 sec): 3 clusters
  Score: Raw -966771.805619 + Penalty 2951.445247 = -963820.360372
  nChanged 3
		SP:Iteration 45Q (78664.530000 sec): 3 clusters
  Score: Raw -966772.703758 + Penalty 2951.445247 = -963821.258511
  nChanged 2
		SP:Iteration 46Q (78664.770000 sec): 3 clusters
  Score: Raw -966773.499738 + Penalty 2951.445247 = -963822.054491
  nChanged 1
		SP:Iteration 47Q (78665.030000 sec): 3 clusters
  Score: Raw -966774.391260 + Penalty 2951.445247 = -963822.946013
  nChanged 4
		SP:Iteration 48Q (78665.300000 sec): 3 clusters
  Score: Raw -966776.263886 + Penalty 2951.445247 = -963824.818639
  nChanged 5
		SP:Iteration 49Q (78665.520000 sec): 3 clusters
  Score: Raw -966777.858486 + Penalty 2951.445247 = -963826.413239
  nChanged 2
		SP:Iteration 50Q (78665.790000 sec): 3 clusters
  Score: Raw -966778.419294 + Penalty 2951.445247 = -963826.974047
  nChanged 1
		SP:Iteration 51Q (78666.000000 sec): 3 clusters
  Score: Raw -966779.057246 + Penalty 2951.445247 = -963827.611999
  nChanged 0
		SP:Iteration 52F (78666.210000 sec): 3 clusters
  Score: Raw -966779.057246 + Penalty 2951.445247 = -963827.611999
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78666.340000 sec): 2 clusters
  Score: Raw -816165.067640 + Penalty 1450.559095 = -814714.508545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78666.580000 sec): 3 clusters
  Score: Raw -812119.495443 + Penalty 2901.118191 = -809218.377252
  nChanged 3084
		SP:Iteration 1F (78666.810000 sec): 3 clusters
  Score: Raw -813862.531310 + Penalty 2901.118191 = -810961.413119
  nChanged 506
		SP:Iteration 2F (78667.040000 sec): 3 clusters
  Score: Raw -814125.655592 + Penalty 2901.118191 = -811224.537401
  nChanged 426
		SP:Iteration 3F (78667.230000 sec): 3 clusters
  Score: Raw -814335.577246 + Penalty 2901.118191 = -811434.459055
  nChanged 359
		SP:Iteration 4Q (78667.490000 sec): 3 clusters
  Score: Raw -814514.904128 + Penalty 2901.118191 = -811613.785938
  nChanged 308
		SP:Iteration 5Q (78667.800000 sec): 3 clusters
  Score: Raw -814670.473676 + Penalty 2901.118191 = -811769.355485
  nChanged 254
		SP:Iteration 6Q (78668.000000 sec): 3 clusters
  Score: Raw -814800.595317 + Penalty 2901.118191 = -811899.477126
  nChanged 247
		SP:Iteration 7Q (78668.210000 sec): 3 clusters
  Score: Raw -814929.198154 + Penalty 2901.118191 = -812028.079963
  nChanged 242
		SP:Iteration 8Q (78668.440000 sec): 3 clusters
  Score: Raw -815040.776414 + Penalty 2901.118191 = -812139.658223
  nChanged 226
		SP:Iteration 9Q (78668.700000 sec): 3 clusters
  Score: Raw -815155.612951 + Penalty 2901.118191 = -812254.494761
  nChanged 216
		SP:Iteration 10Q (78668.950000 sec): 3 clusters
  Score: Raw -815273.791839 + Penalty 2901.118191 = -812372.673648
  nChanged 200
		SP:Iteration 11Q (78669.180000 sec): 3 clusters
  Score: Raw -815387.102495 + Penalty 2901.118191 = -812485.984304
  nChanged 202
		SP:Iteration 12Q (78669.440000 sec): 3 clusters
  Score: Raw -815514.346771 + Penalty 2901.118191 = -812613.228580
  nChanged 198
		SP:Iteration 13Q (78669.650000 sec): 3 clusters
  Score: Raw -815636.545592 + Penalty 2901.118191 = -812735.427401
  nChanged 195
		SP:Iteration 14Q (78669.840000 sec): 3 clusters
  Score: Raw -815767.461960 + Penalty 2901.118191 = -812866.343769
  nChanged 174
		SP:Iteration 15Q (78670.030000 sec): 3 clusters
  Score: Raw -815896.765558 + Penalty 2901.118191 = -812995.647367
  nChanged 144
		SP:Iteration 16Q (78670.200000 sec): 3 clusters
  Score: Raw -816002.852709 + Penalty 2901.118191 = -813101.734519
  nChanged 103
		SP:Iteration 17Q (78670.400000 sec): 3 clusters
  Score: Raw -816067.971470 + Penalty 2901.118191 = -813166.853279
  nChanged 79
		SP:Iteration 18Q (78670.580000 sec): 3 clusters
  Score: Raw -816117.594851 + Penalty 2901.118191 = -813216.476661
  nChanged 54
		SP:Iteration 19Q (78670.830000 sec): 3 clusters
  Score: Raw -816150.902430 + Penalty 2901.118191 = -813249.784240
  nChanged 48
		SP:Iteration 20F (78671.030000 sec): 3 clusters
  Score: Raw -816181.157553 + Penalty 2901.118191 = -813280.039362
  nChanged 45
		SP:Iteration 21Q (78671.220000 sec): 3 clusters
  Score: Raw -816210.642646 + Penalty 2901.118191 = -813309.524456
  nChanged 43
		SP:Iteration 22Q (78671.390000 sec): 3 clusters
  Score: Raw -816237.977870 + Penalty 2901.118191 = -813336.859679
  nChanged 44
		SP:Iteration 23Q (78671.600000 sec): 3 clusters
  Score: Raw -816264.737639 + Penalty 2901.118191 = -813363.619448
  nChanged 29
		SP:Iteration 24Q (78671.820000 sec): 3 clusters
  Score: Raw -816283.868083 + Penalty 2901.118191 = -813382.749892
  nChanged 26
		SP:Iteration 25Q (78671.990000 sec): 3 clusters
  Score: Raw -816303.333620 + Penalty 2901.118191 = -813402.215429
  nChanged 25
		SP:Iteration 26Q (78672.190000 sec): 3 clusters
  Score: Raw -816320.927929 + Penalty 2901.118191 = -813419.809738
  nChanged 19
		SP:Iteration 27Q (78672.420000 sec): 3 clusters
  Score: Raw -816336.728747 + Penalty 2901.118191 = -813435.610556
  nChanged 13
		SP:Iteration 28Q (78672.610000 sec): 3 clusters
  Score: Raw -816344.546426 + Penalty 2901.118191 = -813443.428235
  nChanged 10
		SP:Iteration 29Q (78672.780000 sec): 3 clusters
  Score: Raw -816351.225133 + Penalty 2901.118191 = -813450.106942
  nChanged 11
		SP:Iteration 30Q (78673.030000 sec): 3 clusters
  Score: Raw -816359.482103 + Penalty 2901.118191 = -813458.363912
  nChanged 12
		SP:Iteration 31Q (78673.310000 sec): 3 clusters
  Score: Raw -816368.325348 + Penalty 2901.118191 = -813467.207157
  nChanged 6
		SP:Iteration 32Q (78673.510000 sec): 3 clusters
  Score: Raw -816375.602651 + Penalty 2901.118191 = -813474.484460
  nChanged 4
		SP:Iteration 33Q (78673.740000 sec): 3 clusters
  Score: Raw -816378.343818 + Penalty 2901.118191 = -813477.225628
  nChanged 2
		SP:Iteration 34Q (78673.920000 sec): 3 clusters
  Score: Raw -816379.784764 + Penalty 2901.118191 = -813478.666573
  nChanged 2
		SP:Iteration 35Q (78674.140000 sec): 3 clusters
  Score: Raw -816380.847353 + Penalty 2901.118191 = -813479.729163
  nChanged 1
		SP:Iteration 36Q (78674.400000 sec): 3 clusters
  Score: Raw -816381.297268 + Penalty 2901.118191 = -813480.179077
  nChanged 0
		SP:Iteration 37F (78674.630000 sec): 3 clusters
  Score: Raw -816381.297268 + Penalty 2901.118191 = -813480.179077
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (175502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78675.550000 sec): 2 clusters
  Score: Raw -18398751.453716 + Penalty 1962.253429 = -18396789.200287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78676.510000 sec): 3 clusters
  Score: Raw -18282945.184209 + Penalty 3924.506858 = -18279020.677351
  nChanged 84770
		SP:Iteration 1F (78677.470000 sec): 3 clusters
  Score: Raw -18334437.159486 + Penalty 3924.506858 = -18330512.652628
  nChanged 8254
		SP:Iteration 2Q (78678.430000 sec): 3 clusters
  Score: Raw -18338038.015350 + Penalty 3924.506858 = -18334113.508492
  nChanged 9739
		SP:Iteration 3F (78679.370000 sec): 3 clusters
  Score: Raw -18343304.454453 + Penalty 3924.506858 = -18339379.947595
  nChanged 11111
		SP:Iteration 4F (78680.300000 sec): 3 clusters
  Score: Raw -18349809.907797 + Penalty 3924.506858 = -18345885.400938
  nChanged 11330
		SP:Iteration 5F (78681.210000 sec): 3 clusters
  Score: Raw -18356884.589881 + Penalty 3924.506858 = -18352960.083023
  nChanged 10767
		SP:Iteration 6F (78682.130000 sec): 3 clusters
  Score: Raw -18363681.403296 + Penalty 3924.506858 = -18359756.896437
  nChanged 9511
		SP:Iteration 7F (78683.060000 sec): 3 clusters
  Score: Raw -18369606.696983 + Penalty 3924.506858 = -18365682.190125
  nChanged 7816
		SP:Iteration 8Q (78684.080000 sec): 3 clusters
  Score: Raw -18374099.146888 + Penalty 3924.506858 = -18370174.640029
  nChanged 6364
		SP:Iteration 9Q (78685.090000 sec): 3 clusters
  Score: Raw -18377332.708279 + Penalty 3924.506858 = -18373408.201421
  nChanged 4952
		SP:Iteration 10Q (78686.060000 sec): 3 clusters
  Score: Raw -18379480.787891 + Penalty 3924.506858 = -18375556.281033
  nChanged 3871
		SP:Iteration 11Q (78687.080000 sec): 3 clusters
  Score: Raw -18381007.677005 + Penalty 3924.506858 = -18377083.170147
  nChanged 3485
		SP:Iteration 12Q (78687.910000 sec): 3 clusters
  Score: Raw -18382363.592060 + Penalty 3924.506858 = -18378439.085201
  nChanged 3355
		SP:Iteration 13Q (78688.760000 sec): 3 clusters
  Score: Raw -18383666.505927 + Penalty 3924.506858 = -18379741.999069
  nChanged 3307
		SP:Iteration 14Q (78689.780000 sec): 3 clusters
  Score: Raw -18384982.732528 + Penalty 3924.506858 = -18381058.225670
  nChanged 3328
		SP:Iteration 15Q (78690.880000 sec): 3 clusters
  Score: Raw -18386379.719851 + Penalty 3924.506858 = -18382455.212993
  nChanged 3312
		SP:Iteration 16Q (78691.880000 sec): 3 clusters
  Score: Raw -18387848.756987 + Penalty 3924.506858 = -18383924.250129
  nChanged 3120
		SP:Iteration 17Q (78692.940000 sec): 3 clusters
  Score: Raw -18389296.836064 + Penalty 3924.506858 = -18385372.329206
  nChanged 3084
		SP:Iteration 18Q (78693.920000 sec): 3 clusters
  Score: Raw -18390809.012452 + Penalty 3924.506858 = -18386884.505594
  nChanged 2930
		SP:Iteration 19Q (78694.990000 sec): 3 clusters
  Score: Raw -18392330.673837 + Penalty 3924.506858 = -18388406.166978
  nChanged 2681
		SP:Iteration 20F (78696.020000 sec): 3 clusters
  Score: Raw -18393740.081292 + Penalty 3924.506858 = -18389815.574433
  nChanged 2366
		SP:Iteration 21Q (78697.030000 sec): 3 clusters
  Score: Raw -18394988.199765 + Penalty 3924.506858 = -18391063.692906
  nChanged 2083
		SP:Iteration 22Q (78697.960000 sec): 3 clusters
  Score: Raw -18396121.052208 + Penalty 3924.506858 = -18392196.545350
  nChanged 1797
		SP:Iteration 23Q (78698.910000 sec): 3 clusters
  Score: Raw -18397100.185872 + Penalty 3924.506858 = -18393175.679014
  nChanged 1417
		SP:Iteration 24Q (78699.790000 sec): 3 clusters
  Score: Raw -18397848.380127 + Penalty 3924.506858 = -18393923.873269
  nChanged 1018
		SP:Iteration 25Q (78700.660000 sec): 3 clusters
  Score: Raw -18398341.621469 + Penalty 3924.506858 = -18394417.114611
  nChanged 727
		SP:Iteration 26Q (78701.560000 sec): 3 clusters
  Score: Raw -18398675.128516 + Penalty 3924.506858 = -18394750.621658
  nChanged 559
		SP:Iteration 27Q (78702.510000 sec): 3 clusters
  Score: Raw -18398931.935884 + Penalty 3924.506858 = -18395007.429025
  nChanged 423
		SP:Iteration 28Q (78703.420000 sec): 3 clusters
  Score: Raw -18399104.010961 + Penalty 3924.506858 = -18395179.504103
  nChanged 271
		SP:Iteration 29Q (78704.350000 sec): 3 clusters
  Score: Raw -18399212.287002 + Penalty 3924.506858 = -18395287.780144
  nChanged 222
		SP:Iteration 30Q (78705.330000 sec): 3 clusters
  Score: Raw -18399300.851072 + Penalty 3924.506858 = -18395376.344214
  nChanged 166
		SP:Iteration 31Q (78706.240000 sec): 3 clusters
  Score: Raw -18399361.524505 + Penalty 3924.506858 = -18395437.017647
  nChanged 126
		SP:Iteration 32Q (78707.180000 sec): 3 clusters
  Score: Raw -18399403.551634 + Penalty 3924.506858 = -18395479.044776
  nChanged 99
		SP:Iteration 33Q (78708.150000 sec): 3 clusters
  Score: Raw -18399438.588709 + Penalty 3924.506858 = -18395514.081851
  nChanged 86
		SP:Iteration 34Q (78709.040000 sec): 3 clusters
  Score: Raw -18399463.048902 + Penalty 3924.506858 = -18395538.542043
  nChanged 63
		SP:Iteration 35Q (78709.920000 sec): 3 clusters
  Score: Raw -18399480.293476 + Penalty 3924.506858 = -18395555.786618
  nChanged 57
		SP:Iteration 36Q (78710.860000 sec): 3 clusters
  Score: Raw -18399497.375998 + Penalty 3924.506858 = -18395572.869140
  nChanged 44
		SP:Iteration 37Q (78711.760000 sec): 3 clusters
  Score: Raw -18399507.523017 + Penalty 3924.506858 = -18395583.016158
  nChanged 35
		SP:Iteration 38Q (78712.710000 sec): 3 clusters
  Score: Raw -18399514.746239 + Penalty 3924.506858 = -18395590.239381
  nChanged 22
		SP:Iteration 39Q (78713.590000 sec): 3 clusters
  Score: Raw -18399519.730361 + Penalty 3924.506858 = -18395595.223503
  nChanged 21
		SP:Iteration 40F (78714.560000 sec): 3 clusters
  Score: Raw -18399524.576024 + Penalty 3924.506858 = -18395600.069166
  nChanged 15
		SP:Iteration 41Q (78715.520000 sec): 3 clusters
  Score: Raw -18399528.321117 + Penalty 3924.506858 = -18395603.814259
  nChanged 17
		SP:Iteration 42Q (78716.380000 sec): 3 clusters
  Score: Raw -18399532.958444 + Penalty 3924.506858 = -18395608.451586
  nChanged 18
		SP:Iteration 43Q (78717.360000 sec): 3 clusters
  Score: Raw -18399537.409986 + Penalty 3924.506858 = -18395612.903128
  nChanged 22
		SP:Iteration 44Q (78718.290000 sec): 3 clusters
  Score: Raw -18399544.456400 + Penalty 3924.506858 = -18395619.949542
  nChanged 23
		SP:Iteration 45Q (78719.140000 sec): 3 clusters
  Score: Raw -18399550.022287 + Penalty 3924.506858 = -18395625.515428
  nChanged 22
		SP:Iteration 46Q (78720.010000 sec): 3 clusters
  Score: Raw -18399555.266323 + Penalty 3924.506858 = -18395630.759465
  nChanged 12
		SP:Iteration 47Q (78720.920000 sec): 3 clusters
  Score: Raw -18399557.607998 + Penalty 3924.506858 = -18395633.101139
  nChanged 8
		SP:Iteration 48Q (78721.810000 sec): 3 clusters
  Score: Raw -18399558.963638 + Penalty 3924.506858 = -18395634.456780
  nChanged 6
		SP:Iteration 49Q (78722.770000 sec): 3 clusters
  Score: Raw -18399559.813551 + Penalty 3924.506858 = -18395635.306693
  nChanged 5
		SP:Iteration 50Q (78723.700000 sec): 3 clusters
  Score: Raw -18399561.092325 + Penalty 3924.506858 = -18395636.585466
  nChanged 5
		SP:Iteration 51Q (78724.590000 sec): 3 clusters
  Score: Raw -18399562.635039 + Penalty 3924.506858 = -18395638.128181
  nChanged 8
		SP:Iteration 52Q (78725.490000 sec): 3 clusters
  Score: Raw -18399564.465016 + Penalty 3924.506858 = -18395639.958158
  nChanged 9
		SP:Iteration 53Q (78726.460000 sec): 3 clusters
  Score: Raw -18399566.368012 + Penalty 3924.506858 = -18395641.861154
  nChanged 8
		SP:Iteration 54Q (78727.410000 sec): 3 clusters
  Score: Raw -18399568.133812 + Penalty 3924.506858 = -18395643.626953
  nChanged 10
		SP:Iteration 55Q (78728.310000 sec): 3 clusters
  Score: Raw -18399570.634858 + Penalty 3924.506858 = -18395646.127999
  nChanged 11
		SP:Iteration 56Q (78729.330000 sec): 3 clusters
  Score: Raw -18399572.542907 + Penalty 3924.506858 = -18395648.036049
  nChanged 6
		SP:Iteration 57Q (78730.280000 sec): 3 clusters
  Score: Raw -18399573.484529 + Penalty 3924.506858 = -18395648.977671
  nChanged 10
		SP:Iteration 58Q (78731.280000 sec): 3 clusters
  Score: Raw -18399575.070413 + Penalty 3924.506858 = -18395650.563555
  nChanged 5
		SP:Iteration 59Q (78732.230000 sec): 3 clusters
  Score: Raw -18399575.692541 + Penalty 3924.506858 = -18395651.185682
  nChanged 3
		SP:Iteration 60F (78733.340000 sec): 3 clusters
  Score: Raw -18399576.308044 + Penalty 3924.506858 = -18395651.801186
  nChanged 2
		SP:Iteration 61Q (78734.300000 sec): 3 clusters
  Score: Raw -18399576.618610 + Penalty 3924.506858 = -18395652.111752
  nChanged 5
		SP:Iteration 62Q (78735.240000 sec): 3 clusters
  Score: Raw -18399577.551934 + Penalty 3924.506858 = -18395653.045075
  nChanged 2
		SP:Iteration 63Q (78736.160000 sec): 3 clusters
  Score: Raw -18399577.767419 + Penalty 3924.506858 = -18395653.260561
  nChanged 2
		SP:Iteration 64Q (78737.030000 sec): 3 clusters
  Score: Raw -18399578.095245 + Penalty 3924.506858 = -18395653.588387
  nChanged 2
		SP:Iteration 65Q (78737.940000 sec): 3 clusters
  Score: Raw -18399578.287209 + Penalty 3924.506858 = -18395653.780350
  nChanged 2
		SP:Iteration 66Q (78738.820000 sec): 3 clusters
  Score: Raw -18399578.458203 + Penalty 3924.506858 = -18395653.951345
  nChanged 1
		SP:Iteration 67Q (78739.810000 sec): 3 clusters
  Score: Raw -18399578.558393 + Penalty 3924.506858 = -18395654.051535
  nChanged 1
		SP:Iteration 68Q (78740.750000 sec): 3 clusters
  Score: Raw -18399578.746848 + Penalty 3924.506858 = -18395654.239990
  nChanged 2
		SP:Iteration 69Q (78741.730000 sec): 3 clusters
  Score: Raw -18399579.307074 + Penalty 3924.506858 = -18395654.800215
  nChanged 3
		SP:Iteration 70Q (78742.710000 sec): 3 clusters
  Score: Raw -18399579.693985 + Penalty 3924.506858 = -18395655.187127
  nChanged 2
		SP:Iteration 71Q (78743.690000 sec): 3 clusters
  Score: Raw -18399579.845189 + Penalty 3924.506858 = -18395655.338330
  nChanged 2
		SP:Iteration 72Q (78744.600000 sec): 3 clusters
  Score: Raw -18399580.246375 + Penalty 3924.506858 = -18395655.739517
  nChanged 2
		SP:Iteration 73Q (78745.570000 sec): 3 clusters
  Score: Raw -18399580.532948 + Penalty 3924.506858 = -18395656.026090
  nChanged 4
		SP:Iteration 74Q (78746.530000 sec): 3 clusters
  Score: Raw -18399581.574295 + Penalty 3924.506858 = -18395657.067437
  nChanged 4
		SP:Iteration 75Q (78747.440000 sec): 3 clusters
  Score: Raw -18399582.075008 + Penalty 3924.506858 = -18395657.568149
  nChanged 3
		SP:Iteration 76Q (78748.350000 sec): 3 clusters
  Score: Raw -18399582.435968 + Penalty 3924.506858 = -18395657.929110
  nChanged 3
		SP:Iteration 77Q (78749.160000 sec): 3 clusters
  Score: Raw -18399582.882281 + Penalty 3924.506858 = -18395658.375423
  nChanged 4
		SP:Iteration 78Q (78750.020000 sec): 3 clusters
  Score: Raw -18399583.485453 + Penalty 3924.506858 = -18395658.978595
  nChanged 4
		SP:Iteration 79Q (78750.910000 sec): 3 clusters
  Score: Raw -18399584.063022 + Penalty 3924.506858 = -18395659.556164
  nChanged 3
		SP:Iteration 80F (78751.790000 sec): 3 clusters
  Score: Raw -18399584.416393 + Penalty 3924.506858 = -18395659.909534
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (13613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78752.000000 sec): 2 clusters
  Score: Raw -1491536.278237 + Penalty 1546.801831 = -1489989.476407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78752.310000 sec): 3 clusters
  Score: Raw -1483612.228864 + Penalty 3093.603662 = -1480518.625203
  nChanged 5954
		SP:Iteration 1F (78752.600000 sec): 3 clusters
  Score: Raw -1487257.722849 + Penalty 3093.603662 = -1484164.119187
  nChanged 1075
		SP:Iteration 2F (78752.880000 sec): 3 clusters
  Score: Raw -1487950.053709 + Penalty 3093.603662 = -1484856.450047
  nChanged 1036
		SP:Iteration 3F (78753.140000 sec): 3 clusters
  Score: Raw -1488680.857392 + Penalty 3093.603662 = -1485587.253731
  nChanged 971
		SP:Iteration 4F (78753.420000 sec): 3 clusters
  Score: Raw -1489354.721304 + Penalty 3093.603662 = -1486261.117642
  nChanged 812
		SP:Iteration 5F (78753.700000 sec): 3 clusters
  Score: Raw -1489908.438720 + Penalty 3093.603662 = -1486814.835058
  nChanged 653
		SP:Iteration 6Q (78753.990000 sec): 3 clusters
  Score: Raw -1490343.244865 + Penalty 3093.603662 = -1487249.641203
  nChanged 490
		SP:Iteration 7Q (78754.330000 sec): 3 clusters
  Score: Raw -1490624.636570 + Penalty 3093.603662 = -1487531.032909
  nChanged 371
		SP:Iteration 8Q (78754.610000 sec): 3 clusters
  Score: Raw -1490832.444849 + Penalty 3093.603662 = -1487738.841187
  nChanged 284
		SP:Iteration 9Q (78754.910000 sec): 3 clusters
  Score: Raw -1490993.162449 + Penalty 3093.603662 = -1487899.558787
  nChanged 252
		SP:Iteration 10Q (78755.160000 sec): 3 clusters
  Score: Raw -1491129.438215 + Penalty 3093.603662 = -1488035.834554
  nChanged 192
		SP:Iteration 11Q (78755.430000 sec): 3 clusters
  Score: Raw -1491230.244462 + Penalty 3093.603662 = -1488136.640800
  nChanged 174
		SP:Iteration 12Q (78755.710000 sec): 3 clusters
  Score: Raw -1491332.815837 + Penalty 3093.603662 = -1488239.212175
  nChanged 165
		SP:Iteration 13Q (78756.000000 sec): 3 clusters
  Score: Raw -1491434.246334 + Penalty 3093.603662 = -1488340.642673
  nChanged 138
		SP:Iteration 14Q (78756.270000 sec): 3 clusters
  Score: Raw -1491527.325788 + Penalty 3093.603662 = -1488433.722126
  nChanged 109
		SP:Iteration 15Q (78756.540000 sec): 3 clusters
  Score: Raw -1491598.782363 + Penalty 3093.603662 = -1488505.178701
  nChanged 86
		SP:Iteration 16Q (78756.760000 sec): 3 clusters
  Score: Raw -1491656.494525 + Penalty 3093.603662 = -1488562.890864
  nChanged 63
		SP:Iteration 17Q (78757.080000 sec): 3 clusters
  Score: Raw -1491709.116935 + Penalty 3093.603662 = -1488615.513274
  nChanged 51
		SP:Iteration 18Q (78757.340000 sec): 3 clusters
  Score: Raw -1491758.446414 + Penalty 3093.603662 = -1488664.842752
  nChanged 42
		SP:Iteration 19Q (78757.590000 sec): 3 clusters
  Score: Raw -1491804.860839 + Penalty 3093.603662 = -1488711.257177
  nChanged 42
		SP:Iteration 20F (78757.890000 sec): 3 clusters
  Score: Raw -1491841.560979 + Penalty 3093.603662 = -1488747.957318
  nChanged 35
		SP:Iteration 21Q (78758.100000 sec): 3 clusters
  Score: Raw -1491868.002653 + Penalty 3093.603662 = -1488774.398991
  nChanged 25
		SP:Iteration 22Q (78758.370000 sec): 3 clusters
  Score: Raw -1491882.415762 + Penalty 3093.603662 = -1488788.812100
  nChanged 20
		SP:Iteration 23Q (78758.660000 sec): 3 clusters
  Score: Raw -1491896.921125 + Penalty 3093.603662 = -1488803.317464
  nChanged 20
		SP:Iteration 24Q (78758.890000 sec): 3 clusters
  Score: Raw -1491908.717659 + Penalty 3093.603662 = -1488815.113997
  nChanged 13
		SP:Iteration 25Q (78759.120000 sec): 3 clusters
  Score: Raw -1491915.824537 + Penalty 3093.603662 = -1488822.220876
  nChanged 8
		SP:Iteration 26Q (78759.400000 sec): 3 clusters
  Score: Raw -1491919.099007 + Penalty 3093.603662 = -1488825.495345
  nChanged 8
		SP:Iteration 27Q (78759.620000 sec): 3 clusters
  Score: Raw -1491924.678373 + Penalty 3093.603662 = -1488831.074712
  nChanged 11
		SP:Iteration 28Q (78759.880000 sec): 3 clusters
  Score: Raw -1491930.910728 + Penalty 3093.603662 = -1488837.307066
  nChanged 10
		SP:Iteration 29Q (78760.180000 sec): 3 clusters
  Score: Raw -1491937.448366 + Penalty 3093.603662 = -1488843.844704
  nChanged 13
		SP:Iteration 30Q (78760.420000 sec): 3 clusters
  Score: Raw -1491945.002200 + Penalty 3093.603662 = -1488851.398538
  nChanged 6
		SP:Iteration 31Q (78760.610000 sec): 3 clusters
  Score: Raw -1491949.449629 + Penalty 3093.603662 = -1488855.845967
  nChanged 7
		SP:Iteration 32Q (78760.840000 sec): 3 clusters
  Score: Raw -1491953.812035 + Penalty 3093.603662 = -1488860.208373
  nChanged 4
		SP:Iteration 33Q (78761.090000 sec): 3 clusters
  Score: Raw -1491955.220655 + Penalty 3093.603662 = -1488861.616993
  nChanged 0
		SP:Iteration 34F (78761.310000 sec): 3 clusters
  Score: Raw -1491955.220655 + Penalty 3093.603662 = -1488861.616993
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (46352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78761.610000 sec): 2 clusters
  Score: Raw -5080742.232522 + Penalty 1745.903205 = -5078996.329318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78762.040000 sec): 3 clusters
  Score: Raw -5051695.894182 + Penalty 3491.806409 = -5048204.087773
  nChanged 21540
		SP:Iteration 1F (78762.400000 sec): 3 clusters
  Score: Raw -5064178.745941 + Penalty 3491.806409 = -5060686.939532
  nChanged 2499
		SP:Iteration 2F (78762.860000 sec): 3 clusters
  Score: Raw -5065366.058022 + Penalty 3491.806409 = -5061874.251613
  nChanged 2671
		SP:Iteration 3F (78763.360000 sec): 3 clusters
  Score: Raw -5066772.428239 + Penalty 3491.806409 = -5063280.621830
  nChanged 2790
		SP:Iteration 4F (78763.840000 sec): 3 clusters
  Score: Raw -5068261.858154 + Penalty 3491.806409 = -5064770.051745
  nChanged 2664
		SP:Iteration 5F (78764.330000 sec): 3 clusters
  Score: Raw -5069576.760394 + Penalty 3491.806409 = -5066084.953985
  nChanged 2344
		SP:Iteration 6F (78764.800000 sec): 3 clusters
  Score: Raw -5070660.937243 + Penalty 3491.806409 = -5067169.130834
  nChanged 2140
		SP:Iteration 7Q (78765.290000 sec): 3 clusters
  Score: Raw -5071704.897844 + Penalty 3491.806409 = -5068213.091435
  nChanged 2029
		SP:Iteration 8Q (78765.800000 sec): 3 clusters
  Score: Raw -5072756.253062 + Penalty 3491.806409 = -5069264.446653
  nChanged 1863
		SP:Iteration 9Q (78766.250000 sec): 3 clusters
  Score: Raw -5073784.406991 + Penalty 3491.806409 = -5070292.600582
  nChanged 1769
		SP:Iteration 10Q (78766.710000 sec): 3 clusters
  Score: Raw -5074870.161804 + Penalty 3491.806409 = -5071378.355395
  nChanged 1636
		SP:Iteration 11Q (78767.200000 sec): 3 clusters
  Score: Raw -5075856.610161 + Penalty 3491.806409 = -5072364.803752
  nChanged 1401
		SP:Iteration 12Q (78767.620000 sec): 3 clusters
  Score: Raw -5076649.425354 + Penalty 3491.806409 = -5073157.618945
  nChanged 1179
		SP:Iteration 13Q (78768.070000 sec): 3 clusters
  Score: Raw -5077337.406441 + Penalty 3491.806409 = -5073845.600032
  nChanged 1099
		SP:Iteration 14Q (78768.500000 sec): 3 clusters
  Score: Raw -5077962.298864 + Penalty 3491.806409 = -5074470.492455
  nChanged 967
		SP:Iteration 15Q (78768.940000 sec): 3 clusters
  Score: Raw -5078494.262968 + Penalty 3491.806409 = -5075002.456559
  nChanged 857
		SP:Iteration 16Q (78769.360000 sec): 3 clusters
  Score: Raw -5078983.859167 + Penalty 3491.806409 = -5075492.052758
  nChanged 754
		SP:Iteration 17Q (78769.890000 sec): 3 clusters
  Score: Raw -5079409.120988 + Penalty 3491.806409 = -5075917.314579
  nChanged 599
		SP:Iteration 18Q (78770.270000 sec): 3 clusters
  Score: Raw -5079736.968566 + Penalty 3491.806409 = -5076245.162157
  nChanged 535
		SP:Iteration 19Q (78770.620000 sec): 3 clusters
  Score: Raw -5080033.387688 + Penalty 3491.806409 = -5076541.581279
  nChanged 426
		SP:Iteration 20F (78771.080000 sec): 3 clusters
  Score: Raw -5080276.182271 + Penalty 3491.806409 = -5076784.375862
  nChanged 335
		SP:Iteration 21Q (78771.500000 sec): 3 clusters
  Score: Raw -5080464.399052 + Penalty 3491.806409 = -5076972.592643
  nChanged 269
		SP:Iteration 22Q (78771.870000 sec): 3 clusters
  Score: Raw -5080626.460824 + Penalty 3491.806409 = -5077134.654415
  nChanged 216
		SP:Iteration 23Q (78772.290000 sec): 3 clusters
  Score: Raw -5080749.590993 + Penalty 3491.806409 = -5077257.784584
  nChanged 150
		SP:Iteration 24Q (78772.650000 sec): 3 clusters
  Score: Raw -5080835.505538 + Penalty 3491.806409 = -5077343.699129
  nChanged 118
		SP:Iteration 25Q (78773.050000 sec): 3 clusters
  Score: Raw -5080891.763684 + Penalty 3491.806409 = -5077399.957275
  nChanged 77
		SP:Iteration 26Q (78773.430000 sec): 3 clusters
  Score: Raw -5080923.334475 + Penalty 3491.806409 = -5077431.528066
  nChanged 67
		SP:Iteration 27Q (78773.770000 sec): 3 clusters
  Score: Raw -5080950.536578 + Penalty 3491.806409 = -5077458.730169
  nChanged 46
		SP:Iteration 28Q (78774.190000 sec): 3 clusters
  Score: Raw -5080968.730292 + Penalty 3491.806409 = -5077476.923883
  nChanged 33
		SP:Iteration 29Q (78774.560000 sec): 3 clusters
  Score: Raw -5080980.337926 + Penalty 3491.806409 = -5077488.531517
  nChanged 29
		SP:Iteration 30Q (78774.930000 sec): 3 clusters
  Score: Raw -5080989.829953 + Penalty 3491.806409 = -5077498.023544
  nChanged 20
		SP:Iteration 31Q (78775.300000 sec): 3 clusters
  Score: Raw -5080995.089826 + Penalty 3491.806409 = -5077503.283417
  nChanged 11
		SP:Iteration 32Q (78775.650000 sec): 3 clusters
  Score: Raw -5080998.622104 + Penalty 3491.806409 = -5077506.815695
  nChanged 13
		SP:Iteration 33Q (78775.990000 sec): 3 clusters
  Score: Raw -5081002.213395 + Penalty 3491.806409 = -5077510.406986
  nChanged 14
		SP:Iteration 34Q (78776.340000 sec): 3 clusters
  Score: Raw -5081007.817288 + Penalty 3491.806409 = -5077516.010879
  nChanged 18
		SP:Iteration 35Q (78776.710000 sec): 3 clusters
  Score: Raw -5081015.063823 + Penalty 3491.806409 = -5077523.257414
  nChanged 18
		SP:Iteration 36Q (78777.090000 sec): 3 clusters
  Score: Raw -5081021.732366 + Penalty 3491.806409 = -5077529.925957
  nChanged 16
		SP:Iteration 37Q (78777.400000 sec): 3 clusters
  Score: Raw -5081027.505703 + Penalty 3491.806409 = -5077535.699294
  nChanged 9
		SP:Iteration 38Q (78777.810000 sec): 3 clusters
  Score: Raw -5081031.061811 + Penalty 3491.806409 = -5077539.255402
  nChanged 16
		SP:Iteration 39Q (78778.110000 sec): 3 clusters
  Score: Raw -5081038.402819 + Penalty 3491.806409 = -5077546.596410
  nChanged 16
		SP:Iteration 40F (78778.520000 sec): 3 clusters
  Score: Raw -5081046.528332 + Penalty 3491.806409 = -5077554.721923
  nChanged 11
		SP:Iteration 41Q (78778.930000 sec): 3 clusters
  Score: Raw -5081051.943783 + Penalty 3491.806409 = -5077560.137374
  nChanged 17
		SP:Iteration 42Q (78779.330000 sec): 3 clusters
  Score: Raw -5081060.369160 + Penalty 3491.806409 = -5077568.562751
  nChanged 10
		SP:Iteration 43Q (78779.660000 sec): 3 clusters
  Score: Raw -5081063.671380 + Penalty 3491.806409 = -5077571.864971
  nChanged 13
		SP:Iteration 44Q (78780.070000 sec): 3 clusters
  Score: Raw -5081068.960299 + Penalty 3491.806409 = -5077577.153890
  nChanged 9
		SP:Iteration 45Q (78780.510000 sec): 3 clusters
  Score: Raw -5081073.505643 + Penalty 3491.806409 = -5077581.699234
  nChanged 12
		SP:Iteration 46Q (78780.940000 sec): 3 clusters
  Score: Raw -5081078.447851 + Penalty 3491.806409 = -5077586.641442
  nChanged 9
		SP:Iteration 47Q (78781.270000 sec): 3 clusters
  Score: Raw -5081082.689457 + Penalty 3491.806409 = -5077590.883048
  nChanged 8
		SP:Iteration 48Q (78781.620000 sec): 3 clusters
  Score: Raw -5081085.388745 + Penalty 3491.806409 = -5077593.582336
  nChanged 6
		SP:Iteration 49Q (78781.990000 sec): 3 clusters
  Score: Raw -5081088.787501 + Penalty 3491.806409 = -5077596.981092
  nChanged 8
		SP:Iteration 50Q (78782.350000 sec): 3 clusters
  Score: Raw -5081092.829029 + Penalty 3491.806409 = -5077601.022620
  nChanged 8
		SP:Iteration 51Q (78782.690000 sec): 3 clusters
  Score: Raw -5081096.727531 + Penalty 3491.806409 = -5077604.921122
  nChanged 4
		SP:Iteration 52Q (78783.060000 sec): 3 clusters
  Score: Raw -5081099.040811 + Penalty 3491.806409 = -5077607.234402
  nChanged 7
		SP:Iteration 53Q (78783.400000 sec): 3 clusters
  Score: Raw -5081101.404516 + Penalty 3491.806409 = -5077609.598107
  nChanged 2
		SP:Iteration 54Q (78783.740000 sec): 3 clusters
  Score: Raw -5081102.111496 + Penalty 3491.806409 = -5077610.305087
  nChanged 3
		SP:Iteration 55Q (78784.130000 sec): 3 clusters
  Score: Raw -5081103.080263 + Penalty 3491.806409 = -5077611.273854
  nChanged 1
		SP:Iteration 56Q (78784.530000 sec): 3 clusters
  Score: Raw -5081103.441375 + Penalty 3491.806409 = -5077611.634966
  nChanged 1
		SP:Iteration 57Q (78784.910000 sec): 3 clusters
  Score: Raw -5081103.718836 + Penalty 3491.806409 = -5077611.912427
  nChanged 1
		SP:Iteration 58Q (78785.300000 sec): 3 clusters
  Score: Raw -5081104.247611 + Penalty 3491.806409 = -5077612.441202
  nChanged 4
		SP:Iteration 59Q (78785.670000 sec): 3 clusters
  Score: Raw -5081105.231777 + Penalty 3491.806409 = -5077613.425368
  nChanged 1
		SP:Iteration 60F (78786.090000 sec): 3 clusters
  Score: Raw -5081105.737977 + Penalty 3491.806409 = -5077613.931568
  nChanged 2
		SP:Iteration 61Q (78786.440000 sec): 3 clusters
  Score: Raw -5081106.585782 + Penalty 3491.806409 = -5077614.779373
  nChanged 2
		SP:Iteration 62Q (78786.870000 sec): 3 clusters
  Score: Raw -5081106.808771 + Penalty 3491.806409 = -5077615.002362
  nChanged 0
		SP:Iteration 63F (78787.280000 sec): 3 clusters
  Score: Raw -5081106.808771 + Penalty 3491.806409 = -5077615.002362
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78788.130000 sec): 2 clusters
  Score: Raw -20027429.858392 + Penalty 1964.931214 = -20025464.927178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78789.120000 sec): 3 clusters
  Score: Raw -19909148.501327 + Penalty 3929.862427 = -19905218.638900
  nChanged 86524
		SP:Iteration 1F (78790.180000 sec): 3 clusters
  Score: Raw -19961656.930733 + Penalty 3929.862427 = -19957727.068306
  nChanged 7680
		SP:Iteration 2Q (78791.180000 sec): 3 clusters
  Score: Raw -19964494.563172 + Penalty 3929.862427 = -19960564.700745
  nChanged 9682
		SP:Iteration 3F (78792.170000 sec): 3 clusters
  Score: Raw -19968966.073262 + Penalty 3929.862427 = -19965036.210835
  nChanged 11600
		SP:Iteration 4F (78793.140000 sec): 3 clusters
  Score: Raw -19975518.557118 + Penalty 3929.862427 = -19971588.694691
  nChanged 12980
		SP:Iteration 5F (78794.150000 sec): 3 clusters
  Score: Raw -19984344.588483 + Penalty 3929.862427 = -19980414.726056
  nChanged 13239
		SP:Iteration 6F (78795.200000 sec): 3 clusters
  Score: Raw -19995081.991482 + Penalty 3929.862427 = -19991152.129055
  nChanged 11901
		SP:Iteration 7F (78796.190000 sec): 3 clusters
  Score: Raw -20006787.278021 + Penalty 3929.862427 = -20002857.415594
  nChanged 8798
		SP:Iteration 8Q (78797.240000 sec): 3 clusters
  Score: Raw -20016355.365471 + Penalty 3929.862427 = -20012425.503044
  nChanged 5124
		SP:Iteration 9Q (78798.200000 sec): 3 clusters
  Score: Raw -20021453.738413 + Penalty 3929.862427 = -20017523.875986
  nChanged 3235
		SP:Iteration 10Q (78799.170000 sec): 3 clusters
  Score: Raw -20024043.366911 + Penalty 3929.862427 = -20020113.504484
  nChanged 2049
		SP:Iteration 11Q (78800.120000 sec): 3 clusters
  Score: Raw -20025380.666701 + Penalty 3929.862427 = -20021450.804274
  nChanged 1495
		SP:Iteration 12Q (78801.020000 sec): 3 clusters
  Score: Raw -20026216.556592 + Penalty 3929.862427 = -20022286.694165
  nChanged 1166
		SP:Iteration 13Q (78801.930000 sec): 3 clusters
  Score: Raw -20026837.550174 + Penalty 3929.862427 = -20022907.687747
  nChanged 934
		SP:Iteration 14Q (78802.760000 sec): 3 clusters
  Score: Raw -20027343.642493 + Penalty 3929.862427 = -20023413.780066
  nChanged 805
		SP:Iteration 15Q (78803.610000 sec): 3 clusters
  Score: Raw -20027761.956141 + Penalty 3929.862427 = -20023832.093714
  nChanged 600
		SP:Iteration 16Q (78804.480000 sec): 3 clusters
  Score: Raw -20028032.577225 + Penalty 3929.862427 = -20024102.714797
  nChanged 441
		SP:Iteration 17Q (78805.390000 sec): 3 clusters
  Score: Raw -20028205.722012 + Penalty 3929.862427 = -20024275.859585
  nChanged 348
		SP:Iteration 18Q (78806.270000 sec): 3 clusters
  Score: Raw -20028327.396582 + Penalty 3929.862427 = -20024397.534155
  nChanged 281
		SP:Iteration 19Q (78807.150000 sec): 3 clusters
  Score: Raw -20028416.808750 + Penalty 3929.862427 = -20024486.946323
  nChanged 237
		SP:Iteration 20F (78808.160000 sec): 3 clusters
  Score: Raw -20028487.387402 + Penalty 3929.862427 = -20024557.524975
  nChanged 202
		SP:Iteration 21Q (78809.140000 sec): 3 clusters
  Score: Raw -20028539.524616 + Penalty 3929.862427 = -20024609.662189
  nChanged 168
		SP:Iteration 22Q (78810.050000 sec): 3 clusters
  Score: Raw -20028585.479300 + Penalty 3929.862427 = -20024655.616873
  nChanged 158
		SP:Iteration 23Q (78810.910000 sec): 3 clusters
  Score: Raw -20028623.424882 + Penalty 3929.862427 = -20024693.562455
  nChanged 109
		SP:Iteration 24Q (78811.850000 sec): 3 clusters
  Score: Raw -20028647.020293 + Penalty 3929.862427 = -20024717.157866
  nChanged 90
		SP:Iteration 25Q (78812.810000 sec): 3 clusters
  Score: Raw -20028668.546952 + Penalty 3929.862427 = -20024738.684525
  nChanged 83
		SP:Iteration 26Q (78813.790000 sec): 3 clusters
  Score: Raw -20028688.231463 + Penalty 3929.862427 = -20024758.369036
  nChanged 77
		SP:Iteration 27Q (78814.750000 sec): 3 clusters
  Score: Raw -20028703.281296 + Penalty 3929.862427 = -20024773.418869
  nChanged 58
		SP:Iteration 28Q (78815.740000 sec): 3 clusters
  Score: Raw -20028713.544823 + Penalty 3929.862427 = -20024783.682396
  nChanged 61
		SP:Iteration 29Q (78816.770000 sec): 3 clusters
  Score: Raw -20028723.754888 + Penalty 3929.862427 = -20024793.892461
  nChanged 62
		SP:Iteration 30Q (78817.750000 sec): 3 clusters
  Score: Raw -20028736.171355 + Penalty 3929.862427 = -20024806.308928
  nChanged 62
		SP:Iteration 31Q (78818.730000 sec): 3 clusters
  Score: Raw -20028747.445064 + Penalty 3929.862427 = -20024817.582637
  nChanged 47
		SP:Iteration 32Q (78819.650000 sec): 3 clusters
  Score: Raw -20028755.326646 + Penalty 3929.862427 = -20024825.464219
  nChanged 32
		SP:Iteration 33Q (78820.670000 sec): 3 clusters
  Score: Raw -20028760.573788 + Penalty 3929.862427 = -20024830.711361
  nChanged 40
		SP:Iteration 34Q (78821.550000 sec): 3 clusters
  Score: Raw -20028766.121762 + Penalty 3929.862427 = -20024836.259335
  nChanged 28
		SP:Iteration 35Q (78822.450000 sec): 3 clusters
  Score: Raw -20028769.768496 + Penalty 3929.862427 = -20024839.906069
  nChanged 24
		SP:Iteration 36Q (78823.360000 sec): 3 clusters
  Score: Raw -20028772.816896 + Penalty 3929.862427 = -20024842.954469
  nChanged 18
		SP:Iteration 37Q (78824.210000 sec): 3 clusters
  Score: Raw -20028775.495626 + Penalty 3929.862427 = -20024845.633199
  nChanged 16
		SP:Iteration 38Q (78825.030000 sec): 3 clusters
  Score: Raw -20028777.856507 + Penalty 3929.862427 = -20024847.994080
  nChanged 18
		SP:Iteration 39Q (78825.940000 sec): 3 clusters
  Score: Raw -20028780.039339 + Penalty 3929.862427 = -20024850.176912
  nChanged 16
		SP:Iteration 40F (78826.930000 sec): 3 clusters
  Score: Raw -20028782.424701 + Penalty 3929.862427 = -20024852.562274
  nChanged 21
		SP:Iteration 41Q (78827.890000 sec): 3 clusters
  Score: Raw -20028785.781859 + Penalty 3929.862427 = -20024855.919432
  nChanged 13
		SP:Iteration 42Q (78828.710000 sec): 3 clusters
  Score: Raw -20028787.574603 + Penalty 3929.862427 = -20024857.712176
  nChanged 17
		SP:Iteration 43Q (78829.550000 sec): 3 clusters
  Score: Raw -20028789.595907 + Penalty 3929.862427 = -20024859.733480
  nChanged 18
		SP:Iteration 44Q (78830.410000 sec): 3 clusters
  Score: Raw -20028792.030137 + Penalty 3929.862427 = -20024862.167710
  nChanged 15
		SP:Iteration 45Q (78831.320000 sec): 3 clusters
  Score: Raw -20028794.136278 + Penalty 3929.862427 = -20024864.273851
  nChanged 9
		SP:Iteration 46Q (78832.250000 sec): 3 clusters
  Score: Raw -20028795.589740 + Penalty 3929.862427 = -20024865.727313
  nChanged 10
		SP:Iteration 47Q (78833.100000 sec): 3 clusters
  Score: Raw -20028796.693954 + Penalty 3929.862427 = -20024866.831527
  nChanged 7
		SP:Iteration 48Q (78833.960000 sec): 3 clusters
  Score: Raw -20028797.482378 + Penalty 3929.862427 = -20024867.619951
  nChanged 6
		SP:Iteration 49Q (78834.870000 sec): 3 clusters
  Score: Raw -20028798.212946 + Penalty 3929.862427 = -20024868.350519
  nChanged 4
		SP:Iteration 50Q (78835.810000 sec): 3 clusters
  Score: Raw -20028798.782204 + Penalty 3929.862427 = -20024868.919777
  nChanged 5
		SP:Iteration 51Q (78836.750000 sec): 3 clusters
  Score: Raw -20028799.286579 + Penalty 3929.862427 = -20024869.424152
  nChanged 3
		SP:Iteration 52Q (78837.540000 sec): 3 clusters
  Score: Raw -20028799.559236 + Penalty 3929.862427 = -20024869.696809
  nChanged 3
		SP:Iteration 53Q (78838.370000 sec): 3 clusters
  Score: Raw -20028799.776775 + Penalty 3929.862427 = -20024869.914348
  nChanged 0
		SP:Iteration 54F (78839.260000 sec): 3 clusters
  Score: Raw -20028799.776775 + Penalty 3929.862427 = -20024869.914348
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78839.520000 sec): 2 clusters
  Score: Raw -2271616.629802 + Penalty 1629.521859 = -2269987.107943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78839.770000 sec): 3 clusters
  Score: Raw -2257779.340705 + Penalty 3259.043719 = -2254520.296986
  nChanged 10394
		SP:Iteration 1F (78840.100000 sec): 3 clusters
  Score: Raw -2264041.531859 + Penalty 3259.043719 = -2260782.488140
  nChanged 1486
		SP:Iteration 2F (78840.400000 sec): 3 clusters
  Score: Raw -2264886.186146 + Penalty 3259.043719 = -2261627.142427
  nChanged 1498
		SP:Iteration 3F (78840.720000 sec): 3 clusters
  Score: Raw -2265763.670059 + Penalty 3259.043719 = -2262504.626341
  nChanged 1448
		SP:Iteration 4F (78841.010000 sec): 3 clusters
  Score: Raw -2266617.304455 + Penalty 3259.043719 = -2263358.260737
  nChanged 1310
		SP:Iteration 5F (78841.300000 sec): 3 clusters
  Score: Raw -2267344.195060 + Penalty 3259.043719 = -2264085.151341
  nChanged 1192
		SP:Iteration 6F (78841.590000 sec): 3 clusters
  Score: Raw -2268008.013277 + Penalty 3259.043719 = -2264748.969558
  nChanged 1072
		SP:Iteration 7Q (78841.890000 sec): 3 clusters
  Score: Raw -2268556.959946 + Penalty 3259.043719 = -2265297.916227
  nChanged 845
		SP:Iteration 8Q (78842.170000 sec): 3 clusters
  Score: Raw -2268953.329329 + Penalty 3259.043719 = -2265694.285610
  nChanged 722
		SP:Iteration 9Q (78842.450000 sec): 3 clusters
  Score: Raw -2269263.287389 + Penalty 3259.043719 = -2266004.243671
  nChanged 590
		SP:Iteration 10Q (78842.790000 sec): 3 clusters
  Score: Raw -2269466.644740 + Penalty 3259.043719 = -2266207.601021
  nChanged 484
		SP:Iteration 11Q (78843.060000 sec): 3 clusters
  Score: Raw -2269615.989152 + Penalty 3259.043719 = -2266356.945434
  nChanged 409
		SP:Iteration 12Q (78843.370000 sec): 3 clusters
  Score: Raw -2269728.308189 + Penalty 3259.043719 = -2266469.264470
  nChanged 367
		SP:Iteration 13Q (78843.650000 sec): 3 clusters
  Score: Raw -2269823.635083 + Penalty 3259.043719 = -2266564.591364
  nChanged 300
		SP:Iteration 14Q (78843.930000 sec): 3 clusters
  Score: Raw -2269897.309449 + Penalty 3259.043719 = -2266638.265730
  nChanged 241
		SP:Iteration 15Q (78844.230000 sec): 3 clusters
  Score: Raw -2269944.071614 + Penalty 3259.043719 = -2266685.027895
  nChanged 218
		SP:Iteration 16Q (78844.530000 sec): 3 clusters
  Score: Raw -2269981.530279 + Penalty 3259.043719 = -2266722.486560
  nChanged 191
		SP:Iteration 17Q (78844.890000 sec): 3 clusters
  Score: Raw -2270014.050627 + Penalty 3259.043719 = -2266755.006909
  nChanged 188
		SP:Iteration 18Q (78845.190000 sec): 3 clusters
  Score: Raw -2270046.052127 + Penalty 3259.043719 = -2266787.008409
  nChanged 155
		SP:Iteration 19Q (78845.460000 sec): 3 clusters
  Score: Raw -2270071.300417 + Penalty 3259.043719 = -2266812.256698
  nChanged 170
		SP:Iteration 20F (78845.730000 sec): 3 clusters
  Score: Raw -2270096.610555 + Penalty 3259.043719 = -2266837.566836
  nChanged 143
		SP:Iteration 21Q (78846.060000 sec): 3 clusters
  Score: Raw -2270118.639308 + Penalty 3259.043719 = -2266859.595589
  nChanged 149
		SP:Iteration 22Q (78846.310000 sec): 3 clusters
  Score: Raw -2270143.488445 + Penalty 3259.043719 = -2266884.444726
  nChanged 147
		SP:Iteration 23Q (78846.620000 sec): 3 clusters
  Score: Raw -2270165.785992 + Penalty 3259.043719 = -2266906.742274
  nChanged 137
		SP:Iteration 24Q (78846.970000 sec): 3 clusters
  Score: Raw -2270188.310439 + Penalty 3259.043719 = -2266929.266720
  nChanged 177
		SP:Iteration 25Q (78847.250000 sec): 3 clusters
  Score: Raw -2270218.621728 + Penalty 3259.043719 = -2266959.578009
  nChanged 160
		SP:Iteration 26Q (78847.520000 sec): 3 clusters
  Score: Raw -2270244.911872 + Penalty 3259.043719 = -2266985.868153
  nChanged 153
		SP:Iteration 27Q (78847.820000 sec): 3 clusters
  Score: Raw -2270269.788300 + Penalty 3259.043719 = -2267010.744582
  nChanged 146
		SP:Iteration 28Q (78848.140000 sec): 3 clusters
  Score: Raw -2270296.958310 + Penalty 3259.043719 = -2267037.914592
  nChanged 143
		SP:Iteration 29Q (78848.430000 sec): 3 clusters
  Score: Raw -2270321.045158 + Penalty 3259.043719 = -2267062.001439
  nChanged 147
		SP:Iteration 30Q (78848.720000 sec): 3 clusters
  Score: Raw -2270345.785371 + Penalty 3259.043719 = -2267086.741652
  nChanged 141
		SP:Iteration 31Q (78848.990000 sec): 3 clusters
  Score: Raw -2270367.566545 + Penalty 3259.043719 = -2267108.522826
  nChanged 131
		SP:Iteration 32Q (78849.300000 sec): 3 clusters
  Score: Raw -2270390.070873 + Penalty 3259.043719 = -2267131.027155
  nChanged 155
		SP:Iteration 33Q (78849.590000 sec): 3 clusters
  Score: Raw -2270416.852099 + Penalty 3259.043719 = -2267157.808381
  nChanged 163
		SP:Iteration 34Q (78849.880000 sec): 3 clusters
  Score: Raw -2270446.629381 + Penalty 3259.043719 = -2267187.585662
  nChanged 160
		SP:Iteration 35Q (78850.170000 sec): 3 clusters
  Score: Raw -2270475.541416 + Penalty 3259.043719 = -2267216.497697
  nChanged 172
		SP:Iteration 36Q (78850.510000 sec): 3 clusters
  Score: Raw -2270505.808300 + Penalty 3259.043719 = -2267246.764582
  nChanged 164
		SP:Iteration 37Q (78850.800000 sec): 3 clusters
  Score: Raw -2270538.323524 + Penalty 3259.043719 = -2267279.279805
  nChanged 179
		SP:Iteration 38Q (78851.070000 sec): 3 clusters
  Score: Raw -2270574.963572 + Penalty 3259.043719 = -2267315.919853
  nChanged 196
		SP:Iteration 39Q (78851.440000 sec): 3 clusters
  Score: Raw -2270612.141392 + Penalty 3259.043719 = -2267353.097674
  nChanged 204
		SP:Iteration 40F (78851.710000 sec): 3 clusters
  Score: Raw -2270655.585052 + Penalty 3259.043719 = -2267396.541333
  nChanged 196
		SP:Iteration 41Q (78851.980000 sec): 3 clusters
  Score: Raw -2270697.233079 + Penalty 3259.043719 = -2267438.189360
  nChanged 203
		SP:Iteration 42Q (78852.330000 sec): 3 clusters
  Score: Raw -2270739.758617 + Penalty 3259.043719 = -2267480.714899
  nChanged 209
		SP:Iteration 43Q (78852.600000 sec): 3 clusters
  Score: Raw -2270791.220658 + Penalty 3259.043719 = -2267532.176940
  nChanged 229
		SP:Iteration 44Q (78852.880000 sec): 3 clusters
  Score: Raw -2270849.477612 + Penalty 3259.043719 = -2267590.433893
  nChanged 238
		SP:Iteration 45Q (78853.200000 sec): 3 clusters
  Score: Raw -2270912.363449 + Penalty 3259.043719 = -2267653.319731
  nChanged 225
		SP:Iteration 46Q (78853.500000 sec): 3 clusters
  Score: Raw -2270969.150664 + Penalty 3259.043719 = -2267710.106945
  nChanged 230
		SP:Iteration 47Q (78853.770000 sec): 3 clusters
  Score: Raw -2271031.276329 + Penalty 3259.043719 = -2267772.232610
  nChanged 250
		SP:Iteration 48Q (78854.100000 sec): 3 clusters
  Score: Raw -2271101.974877 + Penalty 3259.043719 = -2267842.931158
  nChanged 234
		SP:Iteration 49Q (78854.410000 sec): 3 clusters
  Score: Raw -2271158.663156 + Penalty 3259.043719 = -2267899.619438
  nChanged 212
		SP:Iteration 50Q (78854.730000 sec): 3 clusters
  Score: Raw -2271203.856709 + Penalty 3259.043719 = -2267944.812990
  nChanged 193
		SP:Iteration 51Q (78855.060000 sec): 3 clusters
  Score: Raw -2271241.851936 + Penalty 3259.043719 = -2267982.808217
  nChanged 177
		SP:Iteration 52Q (78855.300000 sec): 3 clusters
  Score: Raw -2271275.219190 + Penalty 3259.043719 = -2268016.175471
  nChanged 166
		SP:Iteration 53Q (78855.570000 sec): 3 clusters
  Score: Raw -2271308.715657 + Penalty 3259.043719 = -2268049.671938
  nChanged 165
		SP:Iteration 54Q (78855.910000 sec): 3 clusters
  Score: Raw -2271342.247565 + Penalty 3259.043719 = -2268083.203846
  nChanged 172
		SP:Iteration 55Q (78856.160000 sec): 3 clusters
  Score: Raw -2271377.276200 + Penalty 3259.043719 = -2268118.232481
  nChanged 171
		SP:Iteration 56Q (78856.460000 sec): 3 clusters
  Score: Raw -2271414.180654 + Penalty 3259.043719 = -2268155.136935
  nChanged 180
		SP:Iteration 57Q (78856.710000 sec): 3 clusters
  Score: Raw -2271449.275819 + Penalty 3259.043719 = -2268190.232101
  nChanged 157
		SP:Iteration 58Q (78857.000000 sec): 3 clusters
  Score: Raw -2271481.505028 + Penalty 3259.043719 = -2268222.461309
  nChanged 165
		SP:Iteration 59Q (78857.330000 sec): 3 clusters
  Score: Raw -2271519.889755 + Penalty 3259.043719 = -2268260.846037
  nChanged 173
		SP:Iteration 60F (78857.550000 sec): 3 clusters
  Score: Raw -2271560.351990 + Penalty 3259.043719 = -2268301.308271
  nChanged 179
		SP:Iteration 61Q (78857.830000 sec): 3 clusters
  Score: Raw -2271607.873898 + Penalty 3259.043719 = -2268348.830179
  nChanged 181
		SP:Iteration 62Q (78858.110000 sec): 3 clusters
  Score: Raw -2271652.293990 + Penalty 3259.043719 = -2268393.250271
  nChanged 162
		SP:Iteration 63Q (78858.470000 sec): 3 clusters
  Score: Raw -2271687.558594 + Penalty 3259.043719 = -2268428.514875
  nChanged 146
		SP:Iteration 64Q (78858.720000 sec): 3 clusters
  Score: Raw -2271717.909990 + Penalty 3259.043719 = -2268458.866271
  nChanged 148
		SP:Iteration 65Q (78859.030000 sec): 3 clusters
  Score: Raw -2271753.019240 + Penalty 3259.043719 = -2268493.975521
  nChanged 153
		SP:Iteration 66Q (78859.270000 sec): 3 clusters
  Score: Raw -2271788.230102 + Penalty 3259.043719 = -2268529.186383
  nChanged 143
		SP:Iteration 67Q (78859.590000 sec): 3 clusters
  Score: Raw -2271819.838373 + Penalty 3259.043719 = -2268560.794654
  nChanged 151
		SP:Iteration 68Q (78859.900000 sec): 3 clusters
  Score: Raw -2271858.555925 + Penalty 3259.043719 = -2268599.512206
  nChanged 150
		SP:Iteration 69Q (78860.180000 sec): 3 clusters
  Score: Raw -2271897.812749 + Penalty 3259.043719 = -2268638.769031
  nChanged 151
		SP:Iteration 70Q (78860.410000 sec): 3 clusters
  Score: Raw -2271935.149458 + Penalty 3259.043719 = -2268676.105739
  nChanged 117
		SP:Iteration 71Q (78860.730000 sec): 3 clusters
  Score: Raw -2271965.183151 + Penalty 3259.043719 = -2268706.139433
  nChanged 128
		SP:Iteration 72Q (78861.010000 sec): 3 clusters
  Score: Raw -2272000.211607 + Penalty 3259.043719 = -2268741.167888
  nChanged 138
		SP:Iteration 73Q (78861.300000 sec): 3 clusters
  Score: Raw -2272035.520397 + Penalty 3259.043719 = -2268776.476679
  nChanged 142
		SP:Iteration 74Q (78861.600000 sec): 3 clusters
  Score: Raw -2272082.045979 + Penalty 3259.043719 = -2268823.002260
  nChanged 152
		SP:Iteration 75Q (78861.900000 sec): 3 clusters
  Score: Raw -2272129.591353 + Penalty 3259.043719 = -2268870.547634
  nChanged 148
		SP:Iteration 76Q (78862.190000 sec): 3 clusters
  Score: Raw -2272173.284315 + Penalty 3259.043719 = -2268914.240596
  nChanged 129
		SP:Iteration 77Q (78862.510000 sec): 3 clusters
  Score: Raw -2272211.103545 + Penalty 3259.043719 = -2268952.059826
  nChanged 120
		SP:Iteration 78Q (78862.810000 sec): 3 clusters
  Score: Raw -2272242.185933 + Penalty 3259.043719 = -2268983.142214
  nChanged 92
		SP:Iteration 79Q (78863.150000 sec): 3 clusters
  Score: Raw -2272266.231126 + Penalty 3259.043719 = -2269007.187408
  nChanged 78
		SP:Iteration 80F (78863.450000 sec): 3 clusters
  Score: Raw -2272286.240733 + Penalty 3259.043719 = -2269027.197015
  nChanged 69
		SP:Iteration 81Q (78863.810000 sec): 3 clusters
  Score: Raw -2272301.499234 + Penalty 3259.043719 = -2269042.455516
  nChanged 56
		SP:Iteration 82Q (78864.060000 sec): 3 clusters
  Score: Raw -2272313.910279 + Penalty 3259.043719 = -2269054.866561
  nChanged 43
		SP:Iteration 83Q (78864.390000 sec): 3 clusters
  Score: Raw -2272322.813298 + Penalty 3259.043719 = -2269063.769579
  nChanged 44
		SP:Iteration 84Q (78864.670000 sec): 3 clusters
  Score: Raw -2272332.116034 + Penalty 3259.043719 = -2269073.072315
  nChanged 35
		SP:Iteration 85Q (78865.010000 sec): 3 clusters
  Score: Raw -2272340.212104 + Penalty 3259.043719 = -2269081.168385
  nChanged 28
		SP:Iteration 86Q (78865.270000 sec): 3 clusters
  Score: Raw -2272345.456449 + Penalty 3259.043719 = -2269086.412731
  nChanged 30
		SP:Iteration 87Q (78865.550000 sec): 3 clusters
  Score: Raw -2272351.579965 + Penalty 3259.043719 = -2269092.536246
  nChanged 33
		SP:Iteration 88Q (78865.880000 sec): 3 clusters
  Score: Raw -2272357.484633 + Penalty 3259.043719 = -2269098.440915
  nChanged 23
		SP:Iteration 89Q (78866.200000 sec): 3 clusters
  Score: Raw -2272361.240724 + Penalty 3259.043719 = -2269102.197005
  nChanged 19
		SP:Iteration 90Q (78866.510000 sec): 3 clusters
  Score: Raw -2272364.194650 + Penalty 3259.043719 = -2269105.150932
  nChanged 16
		SP:Iteration 91Q (78866.790000 sec): 3 clusters
  Score: Raw -2272366.718076 + Penalty 3259.043719 = -2269107.674358
  nChanged 12
		SP:Iteration 92Q (78867.080000 sec): 3 clusters
  Score: Raw -2272368.320149 + Penalty 3259.043719 = -2269109.276430
  nChanged 11
		SP:Iteration 93Q (78867.370000 sec): 3 clusters
  Score: Raw -2272370.078364 + Penalty 3259.043719 = -2269111.034646
  nChanged 10
		SP:Iteration 94Q (78867.610000 sec): 3 clusters
  Score: Raw -2272371.698152 + Penalty 3259.043719 = -2269112.654433
  nChanged 9
		SP:Iteration 95Q (78867.910000 sec): 3 clusters
  Score: Raw -2272372.796533 + Penalty 3259.043719 = -2269113.752815
  nChanged 7
		SP:Iteration 96Q (78868.220000 sec): 3 clusters
  Score: Raw -2272374.004431 + Penalty 3259.043719 = -2269114.960712
  nChanged 10
		SP:Iteration 97Q (78868.490000 sec): 3 clusters
  Score: Raw -2272374.857061 + Penalty 3259.043719 = -2269115.813342
  nChanged 8
		SP:Iteration 98Q (78868.740000 sec): 3 clusters
  Score: Raw -2272376.518310 + Penalty 3259.043719 = -2269117.474592
  nChanged 9
		SP:Iteration 99Q (78869.030000 sec): 3 clusters
  Score: Raw -2272377.685154 + Penalty 3259.043719 = -2269118.641435
  nChanged 5
		SP:Iteration 100F (78869.340000 sec): 3 clusters
  Score: Raw -2272378.419957 + Penalty 3259.043719 = -2269119.376238
  nChanged 4
		SP:Iteration 101Q (78869.610000 sec): 3 clusters
  Score: Raw -2272379.356355 + Penalty 3259.043719 = -2269120.312637
  nChanged 4
		SP:Iteration 102Q (78869.930000 sec): 3 clusters
  Score: Raw -2272380.323826 + Penalty 3259.043719 = -2269121.280107
  nChanged 6
		SP:Iteration 103Q (78870.170000 sec): 3 clusters
  Score: Raw -2272381.098099 + Penalty 3259.043719 = -2269122.054380
  nChanged 8
		SP:Iteration 104Q (78870.480000 sec): 3 clusters
  Score: Raw -2272382.377476 + Penalty 3259.043719 = -2269123.333757
  nChanged 3
		SP:Iteration 105Q (78870.770000 sec): 3 clusters
  Score: Raw -2272382.806210 + Penalty 3259.043719 = -2269123.762492
  nChanged 5
		SP:Iteration 106Q (78871.020000 sec): 3 clusters
  Score: Raw -2272383.721426 + Penalty 3259.043719 = -2269124.677707
  nChanged 15
		SP:Iteration 107Q (78871.310000 sec): 3 clusters
  Score: Raw -2272387.065251 + Penalty 3259.043719 = -2269128.021533
  nChanged 12
		SP:Iteration 108Q (78871.570000 sec): 3 clusters
  Score: Raw -2272390.285016 + Penalty 3259.043719 = -2269131.241297
  nChanged 15
		SP:Iteration 109Q (78871.810000 sec): 3 clusters
  Score: Raw -2272393.036956 + Penalty 3259.043719 = -2269133.993237
  nChanged 16
		SP:Iteration 110Q (78872.110000 sec): 3 clusters
  Score: Raw -2272396.325801 + Penalty 3259.043719 = -2269137.282082
  nChanged 17
		SP:Iteration 111Q (78872.410000 sec): 3 clusters
  Score: Raw -2272400.597166 + Penalty 3259.043719 = -2269141.553447
  nChanged 18
		SP:Iteration 112Q (78872.680000 sec): 3 clusters
  Score: Raw -2272406.226896 + Penalty 3259.043719 = -2269147.183178
  nChanged 19
		SP:Iteration 113Q (78872.920000 sec): 3 clusters
  Score: Raw -2272410.835317 + Penalty 3259.043719 = -2269151.791599
  nChanged 18
		SP:Iteration 114Q (78873.190000 sec): 3 clusters
  Score: Raw -2272414.502722 + Penalty 3259.043719 = -2269155.459003
  nChanged 19
		SP:Iteration 115Q (78873.450000 sec): 3 clusters
  Score: Raw -2272418.683169 + Penalty 3259.043719 = -2269159.639450
  nChanged 18
		SP:Iteration 116Q (78873.740000 sec): 3 clusters
  Score: Raw -2272422.266723 + Penalty 3259.043719 = -2269163.223004
  nChanged 23
		SP:Iteration 117Q (78874.020000 sec): 3 clusters
  Score: Raw -2272427.537575 + Penalty 3259.043719 = -2269168.493856
  nChanged 20
		SP:Iteration 118Q (78874.290000 sec): 3 clusters
  Score: Raw -2272431.620362 + Penalty 3259.043719 = -2269172.576643
  nChanged 17
		SP:Iteration 119Q (78874.550000 sec): 3 clusters
  Score: Raw -2272436.003840 + Penalty 3259.043719 = -2269176.960121
  nChanged 22
		SP:Iteration 120F (78874.850000 sec): 3 clusters
  Score: Raw -2272442.564606 + Penalty 3259.043719 = -2269183.520887
  nChanged 29
		SP:Iteration 121Q (78875.090000 sec): 3 clusters
  Score: Raw -2272448.373726 + Penalty 3259.043719 = -2269189.330007
  nChanged 15
		SP:Iteration 122Q (78875.430000 sec): 3 clusters
  Score: Raw -2272450.959702 + Penalty 3259.043719 = -2269191.915983
  nChanged 19
		SP:Iteration 123Q (78875.700000 sec): 3 clusters
  Score: Raw -2272455.279899 + Penalty 3259.043719 = -2269196.236180
  nChanged 22
		SP:Iteration 124Q (78876.000000 sec): 3 clusters
  Score: Raw -2272459.987614 + Penalty 3259.043719 = -2269200.943896
  nChanged 12
		SP:Iteration 125Q (78876.260000 sec): 3 clusters
  Score: Raw -2272462.231000 + Penalty 3259.043719 = -2269203.187281
  nChanged 7
		SP:Iteration 126Q (78876.520000 sec): 3 clusters
  Score: Raw -2272463.552539 + Penalty 3259.043719 = -2269204.508820
  nChanged 6
		SP:Iteration 127Q (78876.800000 sec): 3 clusters
  Score: Raw -2272464.525552 + Penalty 3259.043719 = -2269205.481833
  nChanged 7
		SP:Iteration 128Q (78877.110000 sec): 3 clusters
  Score: Raw -2272465.649171 + Penalty 3259.043719 = -2269206.605452
  nChanged 8
		SP:Iteration 129Q (78877.370000 sec): 3 clusters
  Score: Raw -2272466.817409 + Penalty 3259.043719 = -2269207.773690
  nChanged 2
		SP:Iteration 130Q (78877.680000 sec): 3 clusters
  Score: Raw -2272467.044959 + Penalty 3259.043719 = -2269208.001240
  nChanged 3
		SP:Iteration 131Q (78877.950000 sec): 3 clusters
  Score: Raw -2272467.729612 + Penalty 3259.043719 = -2269208.685893
  nChanged 2
		SP:Iteration 132Q (78878.280000 sec): 3 clusters
  Score: Raw -2272467.841003 + Penalty 3259.043719 = -2269208.797284
  nChanged 0
		SP:Iteration 133F (78878.530000 sec): 3 clusters
  Score: Raw -2272467.841003 + Penalty 3259.043719 = -2269208.797284
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78878.700000 sec): 2 clusters
  Score: Raw -1050283.528896 + Penalty 1472.266040 = -1048811.262856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78878.960000 sec): 3 clusters
  Score: Raw -1045442.622516 + Penalty 2944.532080 = -1042498.090435
  nChanged 3689
		SP:Iteration 1F (78879.180000 sec): 3 clusters
  Score: Raw -1047424.855980 + Penalty 2944.532080 = -1044480.323900
  nChanged 512
		SP:Iteration 2F (78879.400000 sec): 3 clusters
  Score: Raw -1047678.918582 + Penalty 2944.532080 = -1044734.386502
  nChanged 461
		SP:Iteration 3F (78879.590000 sec): 3 clusters
  Score: Raw -1047888.046144 + Penalty 2944.532080 = -1044943.514064
  nChanged 413
		SP:Iteration 4Q (78879.860000 sec): 3 clusters
  Score: Raw -1048062.437315 + Penalty 2944.532080 = -1045117.905235
  nChanged 354
		SP:Iteration 5Q (78880.040000 sec): 3 clusters
  Score: Raw -1048224.283009 + Penalty 2944.532080 = -1045279.750928
  nChanged 338
		SP:Iteration 6Q (78880.300000 sec): 3 clusters
  Score: Raw -1048390.078130 + Penalty 2944.532080 = -1045445.546050
  nChanged 338
		SP:Iteration 7Q (78880.500000 sec): 3 clusters
  Score: Raw -1048568.609251 + Penalty 2944.532080 = -1045624.077170
  nChanged 365
		SP:Iteration 8Q (78880.740000 sec): 3 clusters
  Score: Raw -1048769.640565 + Penalty 2944.532080 = -1045825.108484
  nChanged 372
		SP:Iteration 9Q (78880.920000 sec): 3 clusters
  Score: Raw -1049020.083888 + Penalty 2944.532080 = -1046075.551807
  nChanged 389
		SP:Iteration 10Q (78881.120000 sec): 3 clusters
  Score: Raw -1049305.319722 + Penalty 2944.532080 = -1046360.787642
  nChanged 350
		SP:Iteration 11Q (78881.350000 sec): 3 clusters
  Score: Raw -1049553.891725 + Penalty 2944.532080 = -1046609.359645
  nChanged 282
		SP:Iteration 12Q (78881.540000 sec): 3 clusters
  Score: Raw -1049754.653039 + Penalty 2944.532080 = -1046810.120959
  nChanged 228
		SP:Iteration 13Q (78881.740000 sec): 3 clusters
  Score: Raw -1049941.128855 + Penalty 2944.532080 = -1046996.596774
  nChanged 183
		SP:Iteration 14Q (78881.970000 sec): 3 clusters
  Score: Raw -1050096.684358 + Penalty 2944.532080 = -1047152.152278
  nChanged 125
		SP:Iteration 15Q (78882.190000 sec): 3 clusters
  Score: Raw -1050212.758244 + Penalty 2944.532080 = -1047268.226164
  nChanged 78
		SP:Iteration 16Q (78882.350000 sec): 3 clusters
  Score: Raw -1050293.685779 + Penalty 2944.532080 = -1047349.153699
  nChanged 45
		SP:Iteration 17Q (78882.510000 sec): 3 clusters
  Score: Raw -1050342.046804 + Penalty 2944.532080 = -1047397.514724
  nChanged 29
		SP:Iteration 18Q (78882.740000 sec): 3 clusters
  Score: Raw -1050373.633425 + Penalty 2944.532080 = -1047429.101345
  nChanged 25
		SP:Iteration 19Q (78882.930000 sec): 3 clusters
  Score: Raw -1050396.168033 + Penalty 2944.532080 = -1047451.635953
  nChanged 18
		SP:Iteration 20F (78883.160000 sec): 3 clusters
  Score: Raw -1050413.669847 + Penalty 2944.532080 = -1047469.137767
  nChanged 17
		SP:Iteration 21Q (78883.370000 sec): 3 clusters
  Score: Raw -1050428.909617 + Penalty 2944.532080 = -1047484.377537
  nChanged 9
		SP:Iteration 22Q (78883.590000 sec): 3 clusters
  Score: Raw -1050441.802769 + Penalty 2944.532080 = -1047497.270689
  nChanged 13
		SP:Iteration 23Q (78883.790000 sec): 3 clusters
  Score: Raw -1050454.406513 + Penalty 2944.532080 = -1047509.874433
  nChanged 10
		SP:Iteration 24Q (78884.000000 sec): 3 clusters
  Score: Raw -1050462.896716 + Penalty 2944.532080 = -1047518.364635
  nChanged 6
		SP:Iteration 25Q (78884.220000 sec): 3 clusters
  Score: Raw -1050468.069875 + Penalty 2944.532080 = -1047523.537795
  nChanged 4
		SP:Iteration 26Q (78884.460000 sec): 3 clusters
  Score: Raw -1050473.329932 + Penalty 2944.532080 = -1047528.797852
  nChanged 5
		SP:Iteration 27Q (78884.600000 sec): 3 clusters
  Score: Raw -1050478.686881 + Penalty 2944.532080 = -1047534.154801
  nChanged 4
		SP:Iteration 28Q (78884.820000 sec): 3 clusters
  Score: Raw -1050481.113487 + Penalty 2944.532080 = -1047536.581407
  nChanged 3
		SP:Iteration 29Q (78885.040000 sec): 3 clusters
  Score: Raw -1050484.847477 + Penalty 2944.532080 = -1047540.315397
  nChanged 1
		SP:Iteration 30Q (78885.260000 sec): 3 clusters
  Score: Raw -1050486.078143 + Penalty 2944.532080 = -1047541.546063
  nChanged 3
		SP:Iteration 31Q (78885.420000 sec): 3 clusters
  Score: Raw -1050489.114216 + Penalty 2944.532080 = -1047544.582135
  nChanged 1
		SP:Iteration 32Q (78885.660000 sec): 3 clusters
  Score: Raw -1050489.768010 + Penalty 2944.532080 = -1047545.235930
  nChanged 1
		SP:Iteration 33Q (78885.880000 sec): 3 clusters
  Score: Raw -1050490.470137 + Penalty 2944.532080 = -1047545.938056
  nChanged 0
		SP:Iteration 34F (78886.070000 sec): 3 clusters
  Score: Raw -1050490.470137 + Penalty 2944.532080 = -1047545.938056
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78886.290000 sec): 2 clusters
  Score: Raw -2766423.952748 + Penalty 1640.292536 = -2764783.660212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78886.580000 sec): 3 clusters
  Score: Raw -2751760.303962 + Penalty 3280.585071 = -2748479.718891
  nChanged 11077
		SP:Iteration 1F (78886.890000 sec): 3 clusters
  Score: Raw -2758165.470154 + Penalty 3280.585071 = -2754884.885082
  nChanged 1453
		SP:Iteration 2F (78887.180000 sec): 3 clusters
  Score: Raw -2758948.199845 + Penalty 3280.585071 = -2755667.614774
  nChanged 1415
		SP:Iteration 3F (78887.500000 sec): 3 clusters
  Score: Raw -2759829.084357 + Penalty 3280.585071 = -2756548.499285
  nChanged 1459
		SP:Iteration 4F (78887.800000 sec): 3 clusters
  Score: Raw -2760831.092811 + Penalty 3280.585071 = -2757550.507740
  nChanged 1417
		SP:Iteration 5F (78888.090000 sec): 3 clusters
  Score: Raw -2761913.581159 + Penalty 3280.585071 = -2758632.996088
  nChanged 1312
		SP:Iteration 6F (78888.370000 sec): 3 clusters
  Score: Raw -2762908.664221 + Penalty 3280.585071 = -2759628.079149
  nChanged 1202
		SP:Iteration 7Q (78888.660000 sec): 3 clusters
  Score: Raw -2763707.466674 + Penalty 3280.585071 = -2760426.881603
  nChanged 946
		SP:Iteration 8Q (78888.960000 sec): 3 clusters
  Score: Raw -2764278.197449 + Penalty 3280.585071 = -2760997.612377
  nChanged 779
		SP:Iteration 9Q (78889.190000 sec): 3 clusters
  Score: Raw -2764701.258929 + Penalty 3280.585071 = -2761420.673858
  nChanged 669
		SP:Iteration 10Q (78889.510000 sec): 3 clusters
  Score: Raw -2765056.638396 + Penalty 3280.585071 = -2761776.053325
  nChanged 579
		SP:Iteration 11Q (78889.730000 sec): 3 clusters
  Score: Raw -2765353.395892 + Penalty 3280.585071 = -2762072.810820
  nChanged 522
		SP:Iteration 12Q (78890.000000 sec): 3 clusters
  Score: Raw -2765624.606913 + Penalty 3280.585071 = -2762344.021841
  nChanged 458
		SP:Iteration 13Q (78890.290000 sec): 3 clusters
  Score: Raw -2765849.312202 + Penalty 3280.585071 = -2762568.727131
  nChanged 390
		SP:Iteration 14Q (78890.540000 sec): 3 clusters
  Score: Raw -2766033.642878 + Penalty 3280.585071 = -2762753.057807
  nChanged 305
		SP:Iteration 15Q (78890.820000 sec): 3 clusters
  Score: Raw -2766182.356679 + Penalty 3280.585071 = -2762901.771607
  nChanged 255
		SP:Iteration 16Q (78891.070000 sec): 3 clusters
  Score: Raw -2766300.429535 + Penalty 3280.585071 = -2763019.844463
  nChanged 198
		SP:Iteration 17Q (78891.370000 sec): 3 clusters
  Score: Raw -2766387.735421 + Penalty 3280.585071 = -2763107.150349
  nChanged 156
		SP:Iteration 18Q (78891.590000 sec): 3 clusters
  Score: Raw -2766458.494388 + Penalty 3280.585071 = -2763177.909316
  nChanged 147
		SP:Iteration 19Q (78891.870000 sec): 3 clusters
  Score: Raw -2766529.826566 + Penalty 3280.585071 = -2763249.241494
  nChanged 109
		SP:Iteration 20F (78892.190000 sec): 3 clusters
  Score: Raw -2766582.109748 + Penalty 3280.585071 = -2763301.524677
  nChanged 86
		SP:Iteration 21Q (78892.420000 sec): 3 clusters
  Score: Raw -2766621.327166 + Penalty 3280.585071 = -2763340.742094
  nChanged 71
		SP:Iteration 22Q (78892.740000 sec): 3 clusters
  Score: Raw -2766656.316899 + Penalty 3280.585071 = -2763375.731828
  nChanged 52
		SP:Iteration 23Q (78893.020000 sec): 3 clusters
  Score: Raw -2766678.702523 + Penalty 3280.585071 = -2763398.117452
  nChanged 44
		SP:Iteration 24Q (78893.320000 sec): 3 clusters
  Score: Raw -2766695.082130 + Penalty 3280.585071 = -2763414.497058
  nChanged 41
		SP:Iteration 25Q (78893.630000 sec): 3 clusters
  Score: Raw -2766711.852113 + Penalty 3280.585071 = -2763431.267042
  nChanged 45
		SP:Iteration 26Q (78893.900000 sec): 3 clusters
  Score: Raw -2766729.899687 + Penalty 3280.585071 = -2763449.314616
  nChanged 37
		SP:Iteration 27Q (78894.170000 sec): 3 clusters
  Score: Raw -2766744.925914 + Penalty 3280.585071 = -2763464.340843
  nChanged 24
		SP:Iteration 28Q (78894.470000 sec): 3 clusters
  Score: Raw -2766755.227843 + Penalty 3280.585071 = -2763474.642772
  nChanged 18
		SP:Iteration 29Q (78894.720000 sec): 3 clusters
  Score: Raw -2766763.318557 + Penalty 3280.585071 = -2763482.733485
  nChanged 17
		SP:Iteration 30Q (78895.010000 sec): 3 clusters
  Score: Raw -2766771.808050 + Penalty 3280.585071 = -2763491.222978
  nChanged 22
		SP:Iteration 31Q (78895.270000 sec): 3 clusters
  Score: Raw -2766781.331919 + Penalty 3280.585071 = -2763500.746848
  nChanged 20
		SP:Iteration 32Q (78895.520000 sec): 3 clusters
  Score: Raw -2766789.385277 + Penalty 3280.585071 = -2763508.800206
  nChanged 11
		SP:Iteration 33Q (78895.830000 sec): 3 clusters
  Score: Raw -2766792.303771 + Penalty 3280.585071 = -2763511.718700
  nChanged 9
		SP:Iteration 34Q (78896.130000 sec): 3 clusters
  Score: Raw -2766794.911457 + Penalty 3280.585071 = -2763514.326385
  nChanged 8
		SP:Iteration 35Q (78896.440000 sec): 3 clusters
  Score: Raw -2766798.400954 + Penalty 3280.585071 = -2763517.815883
  nChanged 7
		SP:Iteration 36Q (78896.750000 sec): 3 clusters
  Score: Raw -2766800.947212 + Penalty 3280.585071 = -2763520.362141
  nChanged 7
		SP:Iteration 37Q (78897.020000 sec): 3 clusters
  Score: Raw -2766803.141700 + Penalty 3280.585071 = -2763522.556629
  nChanged 8
		SP:Iteration 38Q (78897.340000 sec): 3 clusters
  Score: Raw -2766804.965006 + Penalty 3280.585071 = -2763524.379935
  nChanged 2
		SP:Iteration 39Q (78897.670000 sec): 3 clusters
  Score: Raw -2766805.823547 + Penalty 3280.585071 = -2763525.238476
  nChanged 5
		SP:Iteration 40F (78897.930000 sec): 3 clusters
  Score: Raw -2766807.984151 + Penalty 3280.585071 = -2763527.399080
  nChanged 8
		SP:Iteration 41Q (78898.250000 sec): 3 clusters
  Score: Raw -2766810.968290 + Penalty 3280.585071 = -2763530.383219
  nChanged 8
		SP:Iteration 42Q (78898.510000 sec): 3 clusters
  Score: Raw -2766813.515877 + Penalty 3280.585071 = -2763532.930806
  nChanged 3
		SP:Iteration 43Q (78898.810000 sec): 3 clusters
  Score: Raw -2766814.205650 + Penalty 3280.585071 = -2763533.620579
  nChanged 2
		SP:Iteration 44Q (78899.080000 sec): 3 clusters
  Score: Raw -2766814.497565 + Penalty 3280.585071 = -2763533.912494
  nChanged 2
		SP:Iteration 45Q (78899.360000 sec): 3 clusters
  Score: Raw -2766815.074643 + Penalty 3280.585071 = -2763534.489572
  nChanged 0
		SP:Iteration 46F (78899.670000 sec): 3 clusters
  Score: Raw -2766815.074643 + Penalty 3280.585071 = -2763534.489572
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78899.810000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78899.990000 sec): 3 clusters
  Score: Raw -55130.908342 + Penalty 1996.860331 = -53134.048011
  nChanged 110
		SP:Iteration 1F (78900.200000 sec): 3 clusters
  Score: Raw -55290.071217 + Penalty 1996.860331 = -53293.210886
  nChanged 25
		SP:Iteration 2F (78900.350000 sec): 3 clusters
  Score: Raw -55330.143634 + Penalty 1996.860331 = -53333.283303
  nChanged 10
		SP:Iteration 3Q (78900.560000 sec): 3 clusters
  Score: Raw -55350.454350 + Penalty 1996.860331 = -53353.594019
  nChanged 5
		SP:Iteration 4Q (78900.740000 sec): 3 clusters
  Score: Raw -55358.036686 + Penalty 1996.860331 = -53361.176355
  nChanged 5
		SP:Iteration 5Q (78900.890000 sec): 3 clusters
  Score: Raw -55365.091722 + Penalty 1996.860331 = -53368.231391
  nChanged 2
		SP:Iteration 6Q (78901.050000 sec): 3 clusters
  Score: Raw -55368.512294 + Penalty 1996.860331 = -53371.651963
  nChanged 2
		SP:Iteration 7Q (78901.230000 sec): 3 clusters
  Score: Raw -55374.838693 + Penalty 1996.860331 = -53377.978362
  nChanged 1
		SP:Iteration 8Q (78901.440000 sec): 3 clusters
  Score: Raw -55375.445330 + Penalty 1996.860331 = -53378.584999
  nChanged 1
		SP:Iteration 9Q (78901.580000 sec): 3 clusters
  Score: Raw -55376.771663 + Penalty 1996.860331 = -53379.911332
  nChanged 1
		SP:Iteration 10Q (78901.760000 sec): 3 clusters
  Score: Raw -55377.241093 + Penalty 1996.860331 = -53380.380762
  nChanged 0
		SP:Iteration 11F (78901.940000 sec): 3 clusters
  Score: Raw -55377.241093 + Penalty 1996.860331 = -53380.380762
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78902.150000 sec): 2 clusters
  Score: Raw -3137368.361041 + Penalty 1659.079739 = -3135709.281302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78902.470000 sec): 3 clusters
  Score: Raw -3120679.456018 + Penalty 3318.159478 = -3117361.296540
  nChanged 12468
		SP:Iteration 1F (78902.810000 sec): 3 clusters
  Score: Raw -3127739.602638 + Penalty 3318.159478 = -3124421.443160
  nChanged 1239
		SP:Iteration 2Q (78903.170000 sec): 3 clusters
  Score: Raw -3128139.928831 + Penalty 3318.159478 = -3124821.769353
  nChanged 1159
		SP:Iteration 3Q (78903.470000 sec): 3 clusters
  Score: Raw -3128598.144998 + Penalty 3318.159478 = -3125279.985521
  nChanged 1195
		SP:Iteration 4Q (78903.870000 sec): 3 clusters
  Score: Raw -3129134.148042 + Penalty 3318.159478 = -3125815.988564
  nChanged 1261
		SP:Iteration 5Q (78904.180000 sec): 3 clusters
  Score: Raw -3129784.472575 + Penalty 3318.159478 = -3126466.313097
  nChanged 1373
		SP:Iteration 6F (78904.460000 sec): 3 clusters
  Score: Raw -3130559.558678 + Penalty 3318.159478 = -3127241.399200
  nChanged 1421
		SP:Iteration 7F (78904.750000 sec): 3 clusters
  Score: Raw -3131398.586355 + Penalty 3318.159478 = -3128080.426877
  nChanged 1362
		SP:Iteration 8F (78905.080000 sec): 3 clusters
  Score: Raw -3132195.452209 + Penalty 3318.159478 = -3128877.292731
  nChanged 1291
		SP:Iteration 9Q (78905.370000 sec): 3 clusters
  Score: Raw -3132907.275473 + Penalty 3318.159478 = -3129589.115995
  nChanged 1111
		SP:Iteration 10Q (78905.710000 sec): 3 clusters
  Score: Raw -3133391.773647 + Penalty 3318.159478 = -3130073.614169
  nChanged 788
		SP:Iteration 11Q (78906.040000 sec): 3 clusters
  Score: Raw -3133670.405320 + Penalty 3318.159478 = -3130352.245842
  nChanged 644
		SP:Iteration 12Q (78906.340000 sec): 3 clusters
  Score: Raw -3133887.422641 + Penalty 3318.159478 = -3130569.263163
  nChanged 497
		SP:Iteration 13Q (78906.670000 sec): 3 clusters
  Score: Raw -3134027.580146 + Penalty 3318.159478 = -3130709.420668
  nChanged 395
		SP:Iteration 14Q (78906.980000 sec): 3 clusters
  Score: Raw -3134123.068473 + Penalty 3318.159478 = -3130804.908996
  nChanged 313
		SP:Iteration 15Q (78907.350000 sec): 3 clusters
  Score: Raw -3134192.845560 + Penalty 3318.159478 = -3130874.686082
  nChanged 256
		SP:Iteration 16Q (78907.620000 sec): 3 clusters
  Score: Raw -3134244.770141 + Penalty 3318.159478 = -3130926.610664
  nChanged 251
		SP:Iteration 17Q (78907.940000 sec): 3 clusters
  Score: Raw -3134294.805067 + Penalty 3318.159478 = -3130976.645589
  nChanged 236
		SP:Iteration 18Q (78908.280000 sec): 3 clusters
  Score: Raw -3134336.067044 + Penalty 3318.159478 = -3131017.907567
  nChanged 224
		SP:Iteration 19Q (78908.640000 sec): 3 clusters
  Score: Raw -3134375.873259 + Penalty 3318.159478 = -3131057.713781
  nChanged 224
		SP:Iteration 20F (78908.900000 sec): 3 clusters
  Score: Raw -3134417.146944 + Penalty 3318.159478 = -3131098.987466
  nChanged 215
		SP:Iteration 21Q (78909.250000 sec): 3 clusters
  Score: Raw -3134455.463496 + Penalty 3318.159478 = -3131137.304019
  nChanged 194
		SP:Iteration 22Q (78909.590000 sec): 3 clusters
  Score: Raw -3134486.131313 + Penalty 3318.159478 = -3131167.971835
  nChanged 160
		SP:Iteration 23Q (78909.980000 sec): 3 clusters
  Score: Raw -3134508.970206 + Penalty 3318.159478 = -3131190.810728
  nChanged 163
		SP:Iteration 24Q (78910.270000 sec): 3 clusters
  Score: Raw -3134534.295789 + Penalty 3318.159478 = -3131216.136311
  nChanged 167
		SP:Iteration 25Q (78910.580000 sec): 3 clusters
  Score: Raw -3134559.408296 + Penalty 3318.159478 = -3131241.248818
  nChanged 154
		SP:Iteration 26Q (78910.920000 sec): 3 clusters
  Score: Raw -3134581.893197 + Penalty 3318.159478 = -3131263.733719
  nChanged 148
		SP:Iteration 27Q (78911.220000 sec): 3 clusters
  Score: Raw -3134601.946308 + Penalty 3318.159478 = -3131283.786830
  nChanged 147
		SP:Iteration 28Q (78911.500000 sec): 3 clusters
  Score: Raw -3134620.934346 + Penalty 3318.159478 = -3131302.774868
  nChanged 147
		SP:Iteration 29Q (78911.860000 sec): 3 clusters
  Score: Raw -3134645.495092 + Penalty 3318.159478 = -3131327.335614
  nChanged 189
		SP:Iteration 30Q (78912.130000 sec): 3 clusters
  Score: Raw -3134676.042167 + Penalty 3318.159478 = -3131357.882689
  nChanged 193
		SP:Iteration 31Q (78912.490000 sec): 3 clusters
  Score: Raw -3134709.855776 + Penalty 3318.159478 = -3131391.696298
  nChanged 187
		SP:Iteration 32Q (78912.840000 sec): 3 clusters
  Score: Raw -3134738.616988 + Penalty 3318.159478 = -3131420.457510
  nChanged 184
		SP:Iteration 33Q (78913.180000 sec): 3 clusters
  Score: Raw -3134772.858106 + Penalty 3318.159478 = -3131454.698628
  nChanged 205
		SP:Iteration 34Q (78913.520000 sec): 3 clusters
  Score: Raw -3134813.518541 + Penalty 3318.159478 = -3131495.359063
  nChanged 218
		SP:Iteration 35Q (78913.860000 sec): 3 clusters
  Score: Raw -3134855.188567 + Penalty 3318.159478 = -3131537.029089
  nChanged 223
		SP:Iteration 36Q (78914.220000 sec): 3 clusters
  Score: Raw -3134898.643226 + Penalty 3318.159478 = -3131580.483748
  nChanged 215
		SP:Iteration 37Q (78914.490000 sec): 3 clusters
  Score: Raw -3134944.793014 + Penalty 3318.159478 = -3131626.633536
  nChanged 247
		SP:Iteration 38Q (78914.830000 sec): 3 clusters
  Score: Raw -3134997.867226 + Penalty 3318.159478 = -3131679.707749
  nChanged 233
		SP:Iteration 39Q (78915.150000 sec): 3 clusters
  Score: Raw -3135044.609929 + Penalty 3318.159478 = -3131726.450451
  nChanged 230
		SP:Iteration 40F (78915.440000 sec): 3 clusters
  Score: Raw -3135092.199931 + Penalty 3318.159478 = -3131774.040453
  nChanged 242
		SP:Iteration 41Q (78915.740000 sec): 3 clusters
  Score: Raw -3135143.928844 + Penalty 3318.159478 = -3131825.769366
  nChanged 228
		SP:Iteration 42Q (78916.040000 sec): 3 clusters
  Score: Raw -3135192.914232 + Penalty 3318.159478 = -3131874.754754
  nChanged 233
		SP:Iteration 43Q (78916.310000 sec): 3 clusters
  Score: Raw -3135244.420480 + Penalty 3318.159478 = -3131926.261002
  nChanged 261
		SP:Iteration 44Q (78916.610000 sec): 3 clusters
  Score: Raw -3135308.162953 + Penalty 3318.159478 = -3131990.003476
  nChanged 275
		SP:Iteration 45Q (78916.950000 sec): 3 clusters
  Score: Raw -3135379.864342 + Penalty 3318.159478 = -3132061.704864
  nChanged 291
		SP:Iteration 46Q (78917.250000 sec): 3 clusters
  Score: Raw -3135456.219973 + Penalty 3318.159478 = -3132138.060496
  nChanged 288
		SP:Iteration 47Q (78917.550000 sec): 3 clusters
  Score: Raw -3135535.943668 + Penalty 3318.159478 = -3132217.784190
  nChanged 294
		SP:Iteration 48Q (78917.870000 sec): 3 clusters
  Score: Raw -3135615.783251 + Penalty 3318.159478 = -3132297.623773
  nChanged 293
		SP:Iteration 49Q (78918.140000 sec): 3 clusters
  Score: Raw -3135692.145297 + Penalty 3318.159478 = -3132373.985819
  nChanged 277
		SP:Iteration 50Q (78918.430000 sec): 3 clusters
  Score: Raw -3135771.667015 + Penalty 3318.159478 = -3132453.507537
  nChanged 308
		SP:Iteration 51Q (78918.760000 sec): 3 clusters
  Score: Raw -3135869.289736 + Penalty 3318.159478 = -3132551.130258
  nChanged 316
		SP:Iteration 52Q (78919.080000 sec): 3 clusters
  Score: Raw -3135981.363779 + Penalty 3318.159478 = -3132663.204301
  nChanged 338
		SP:Iteration 53Q (78919.350000 sec): 3 clusters
  Score: Raw -3136104.420050 + Penalty 3318.159478 = -3132786.260572
  nChanged 324
		SP:Iteration 54Q (78919.640000 sec): 3 clusters
  Score: Raw -3136227.710917 + Penalty 3318.159478 = -3132909.551439
  nChanged 350
		SP:Iteration 55Q (78919.970000 sec): 3 clusters
  Score: Raw -3136374.473413 + Penalty 3318.159478 = -3133056.313935
  nChanged 338
		SP:Iteration 56Q (78920.290000 sec): 3 clusters
  Score: Raw -3136545.747331 + Penalty 3318.159478 = -3133227.587853
  nChanged 372
		SP:Iteration 57Q (78920.600000 sec): 3 clusters
  Score: Raw -3136756.799510 + Penalty 3318.159478 = -3133438.640032
  nChanged 386
		SP:Iteration 58Q (78920.920000 sec): 3 clusters
  Score: Raw -3136983.933030 + Penalty 3318.159478 = -3133665.773552
  nChanged 358
		SP:Iteration 59Q (78921.240000 sec): 3 clusters
  Score: Raw -3137209.194997 + Penalty 3318.159478 = -3133891.035520
  nChanged 319
		SP:Iteration 60F (78921.560000 sec): 3 clusters
  Score: Raw -3137411.578466 + Penalty 3318.159478 = -3134093.418988
  nChanged 272
		SP:Iteration 61Q (78921.840000 sec): 3 clusters
  Score: Raw -3137593.910709 + Penalty 3318.159478 = -3134275.751232
  nChanged 257
		SP:Iteration 62Q (78922.160000 sec): 3 clusters
  Score: Raw -3137750.145458 + Penalty 3318.159478 = -3134431.985981
  nChanged 221
		SP:Iteration 63Q (78922.400000 sec): 3 clusters
  Score: Raw -3137875.370446 + Penalty 3318.159478 = -3134557.210968
  nChanged 155
		SP:Iteration 64Q (78922.780000 sec): 3 clusters
  Score: Raw -3137953.992497 + Penalty 3318.159478 = -3134635.833019
  nChanged 127
		SP:Iteration 65Q (78923.080000 sec): 3 clusters
  Score: Raw -3138016.112792 + Penalty 3318.159478 = -3134697.953314
  nChanged 118
		SP:Iteration 66Q (78923.400000 sec): 3 clusters
  Score: Raw -3138073.992307 + Penalty 3318.159478 = -3134755.832829
  nChanged 107
		SP:Iteration 67Q (78923.700000 sec): 3 clusters
  Score: Raw -3138121.621764 + Penalty 3318.159478 = -3134803.462286
  nChanged 90
		SP:Iteration 68Q (78923.970000 sec): 3 clusters
  Score: Raw -3138163.750608 + Penalty 3318.159478 = -3134845.591130
  nChanged 76
		SP:Iteration 69Q (78924.300000 sec): 3 clusters
  Score: Raw -3138192.860766 + Penalty 3318.159478 = -3134874.701289
  nChanged 70
		SP:Iteration 70Q (78924.640000 sec): 3 clusters
  Score: Raw -3138217.376394 + Penalty 3318.159478 = -3134899.216916
  nChanged 57
		SP:Iteration 71Q (78924.970000 sec): 3 clusters
  Score: Raw -3138239.754196 + Penalty 3318.159478 = -3134921.594718
  nChanged 57
		SP:Iteration 72Q (78925.290000 sec): 3 clusters
  Score: Raw -3138265.385240 + Penalty 3318.159478 = -3134947.225762
  nChanged 65
		SP:Iteration 73Q (78925.650000 sec): 3 clusters
  Score: Raw -3138288.303046 + Penalty 3318.159478 = -3134970.143568
  nChanged 52
		SP:Iteration 74Q (78925.940000 sec): 3 clusters
  Score: Raw -3138308.127736 + Penalty 3318.159478 = -3134989.968258
  nChanged 59
		SP:Iteration 75Q (78926.320000 sec): 3 clusters
  Score: Raw -3138334.765094 + Penalty 3318.159478 = -3135016.605616
  nChanged 62
		SP:Iteration 76Q (78926.590000 sec): 3 clusters
  Score: Raw -3138359.694711 + Penalty 3318.159478 = -3135041.535233
  nChanged 57
		SP:Iteration 77Q (78926.900000 sec): 3 clusters
  Score: Raw -3138380.703601 + Penalty 3318.159478 = -3135062.544123
  nChanged 50
		SP:Iteration 78Q (78927.220000 sec): 3 clusters
  Score: Raw -3138395.357607 + Penalty 3318.159478 = -3135077.198130
  nChanged 43
		SP:Iteration 79Q (78927.480000 sec): 3 clusters
  Score: Raw -3138411.005368 + Penalty 3318.159478 = -3135092.845891
  nChanged 39
		SP:Iteration 80F (78927.820000 sec): 3 clusters
  Score: Raw -3138428.033208 + Penalty 3318.159478 = -3135109.873730
  nChanged 43
		SP:Iteration 81Q (78928.120000 sec): 3 clusters
  Score: Raw -3138443.975909 + Penalty 3318.159478 = -3135125.816431
  nChanged 39
		SP:Iteration 82Q (78928.410000 sec): 3 clusters
  Score: Raw -3138455.453598 + Penalty 3318.159478 = -3135137.294120
  nChanged 29
		SP:Iteration 83Q (78928.700000 sec): 3 clusters
  Score: Raw -3138463.013253 + Penalty 3318.159478 = -3135144.853775
  nChanged 28
		SP:Iteration 84Q (78928.980000 sec): 3 clusters
  Score: Raw -3138471.672791 + Penalty 3318.159478 = -3135153.513313
  nChanged 26
		SP:Iteration 85Q (78929.320000 sec): 3 clusters
  Score: Raw -3138480.846986 + Penalty 3318.159478 = -3135162.687509
  nChanged 33
		SP:Iteration 86Q (78929.630000 sec): 3 clusters
  Score: Raw -3138495.471182 + Penalty 3318.159478 = -3135177.311704
  nChanged 40
		SP:Iteration 87Q (78929.860000 sec): 3 clusters
  Score: Raw -3138507.250516 + Penalty 3318.159478 = -3135189.091038
  nChanged 31
		SP:Iteration 88Q (78930.180000 sec): 3 clusters
  Score: Raw -3138515.129638 + Penalty 3318.159478 = -3135196.970160
  nChanged 29
		SP:Iteration 89Q (78930.460000 sec): 3 clusters
  Score: Raw -3138523.860376 + Penalty 3318.159478 = -3135205.700898
  nChanged 27
		SP:Iteration 90Q (78930.730000 sec): 3 clusters
  Score: Raw -3138529.696995 + Penalty 3318.159478 = -3135211.537518
  nChanged 17
		SP:Iteration 91Q (78931.000000 sec): 3 clusters
  Score: Raw -3138534.048884 + Penalty 3318.159478 = -3135215.889406
  nChanged 11
		SP:Iteration 92Q (78931.260000 sec): 3 clusters
  Score: Raw -3138537.536138 + Penalty 3318.159478 = -3135219.376660
  nChanged 17
		SP:Iteration 93Q (78931.540000 sec): 3 clusters
  Score: Raw -3138541.448323 + Penalty 3318.159478 = -3135223.288845
  nChanged 17
		SP:Iteration 94Q (78931.830000 sec): 3 clusters
  Score: Raw -3138546.113633 + Penalty 3318.159478 = -3135227.954156
  nChanged 13
		SP:Iteration 95Q (78932.100000 sec): 3 clusters
  Score: Raw -3138549.825069 + Penalty 3318.159478 = -3135231.665591
  nChanged 11
		SP:Iteration 96Q (78932.400000 sec): 3 clusters
  Score: Raw -3138552.104848 + Penalty 3318.159478 = -3135233.945370
  nChanged 7
		SP:Iteration 97Q (78932.650000 sec): 3 clusters
  Score: Raw -3138553.304218 + Penalty 3318.159478 = -3135235.144740
  nChanged 5
		SP:Iteration 98Q (78932.960000 sec): 3 clusters
  Score: Raw -3138554.321075 + Penalty 3318.159478 = -3135236.161597
  nChanged 4
		SP:Iteration 99Q (78933.270000 sec): 3 clusters
  Score: Raw -3138555.194620 + Penalty 3318.159478 = -3135237.035143
  nChanged 5
		SP:Iteration 100F (78933.660000 sec): 3 clusters
  Score: Raw -3138556.291904 + Penalty 3318.159478 = -3135238.132427
  nChanged 8
		SP:Iteration 101Q (78933.930000 sec): 3 clusters
  Score: Raw -3138557.636540 + Penalty 3318.159478 = -3135239.477062
  nChanged 7
		SP:Iteration 102Q (78934.230000 sec): 3 clusters
  Score: Raw -3138558.737493 + Penalty 3318.159478 = -3135240.578015
  nChanged 3
		SP:Iteration 103Q (78934.550000 sec): 3 clusters
  Score: Raw -3138559.623544 + Penalty 3318.159478 = -3135241.464067
  nChanged 6
		SP:Iteration 104Q (78934.820000 sec): 3 clusters
  Score: Raw -3138560.737179 + Penalty 3318.159478 = -3135242.577701
  nChanged 5
		SP:Iteration 105Q (78935.120000 sec): 3 clusters
  Score: Raw -3138562.035638 + Penalty 3318.159478 = -3135243.876160
  nChanged 4
		SP:Iteration 106Q (78935.400000 sec): 3 clusters
  Score: Raw -3138563.007838 + Penalty 3318.159478 = -3135244.848360
  nChanged 5
		SP:Iteration 107Q (78935.690000 sec): 3 clusters
  Score: Raw -3138563.938490 + Penalty 3318.159478 = -3135245.779012
  nChanged 2
		SP:Iteration 108Q (78935.990000 sec): 3 clusters
  Score: Raw -3138564.326839 + Penalty 3318.159478 = -3135246.167361
  nChanged 0
		SP:Iteration 109F (78936.310000 sec): 3 clusters
  Score: Raw -3138564.326839 + Penalty 3318.159478 = -3135246.167361
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78936.410000 sec): 2 clusters
  Score: Raw -518338.619302 + Penalty 1363.787195 = -516974.832107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78936.600000 sec): 3 clusters
  Score: Raw -516071.518286 + Penalty 2727.574391 = -513343.943896
  nChanged 1716
		SP:Iteration 1F (78936.800000 sec): 3 clusters
  Score: Raw -517000.870569 + Penalty 2727.574391 = -514273.296179
  nChanged 295
		SP:Iteration 2F (78937.020000 sec): 3 clusters
  Score: Raw -517145.397895 + Penalty 2727.574391 = -514417.823505
  nChanged 221
		SP:Iteration 3F (78937.210000 sec): 3 clusters
  Score: Raw -517266.939804 + Penalty 2727.574391 = -514539.365413
  nChanged 167
		SP:Iteration 4Q (78937.380000 sec): 3 clusters
  Score: Raw -517335.539488 + Penalty 2727.574391 = -514607.965098
  nChanged 139
		SP:Iteration 5Q (78937.550000 sec): 3 clusters
  Score: Raw -517401.455649 + Penalty 2727.574391 = -514673.881258
  nChanged 139
		SP:Iteration 6Q (78937.720000 sec): 3 clusters
  Score: Raw -517468.823920 + Penalty 2727.574391 = -514741.249530
  nChanged 130
		SP:Iteration 7Q (78937.940000 sec): 3 clusters
  Score: Raw -517524.824258 + Penalty 2727.574391 = -514797.249868
  nChanged 122
		SP:Iteration 8Q (78938.110000 sec): 3 clusters
  Score: Raw -517585.467258 + Penalty 2727.574391 = -514857.892867
  nChanged 126
		SP:Iteration 9Q (78938.290000 sec): 3 clusters
  Score: Raw -517646.545705 + Penalty 2727.574391 = -514918.971314
  nChanged 129
		SP:Iteration 10Q (78938.470000 sec): 3 clusters
  Score: Raw -517713.215840 + Penalty 2727.574391 = -514985.641449
  nChanged 140
		SP:Iteration 11Q (78938.650000 sec): 3 clusters
  Score: Raw -517789.257673 + Penalty 2727.574391 = -515061.683282
  nChanged 136
		SP:Iteration 12Q (78938.830000 sec): 3 clusters
  Score: Raw -517864.204893 + Penalty 2727.574391 = -515136.630502
  nChanged 137
		SP:Iteration 13Q (78939.020000 sec): 3 clusters
  Score: Raw -517947.598693 + Penalty 2727.574391 = -515220.024303
  nChanged 128
		SP:Iteration 14Q (78939.210000 sec): 3 clusters
  Score: Raw -518029.527916 + Penalty 2727.574391 = -515301.953525
  nChanged 109
		SP:Iteration 15Q (78939.390000 sec): 3 clusters
  Score: Raw -518102.903273 + Penalty 2727.574391 = -515375.328882
  nChanged 104
		SP:Iteration 16Q (78939.650000 sec): 3 clusters
  Score: Raw -518179.097882 + Penalty 2727.574391 = -515451.523492
  nChanged 95
		SP:Iteration 17Q (78939.820000 sec): 3 clusters
  Score: Raw -518248.292184 + Penalty 2727.574391 = -515520.717794
  nChanged 72
		SP:Iteration 18Q (78940.010000 sec): 3 clusters
  Score: Raw -518311.744940 + Penalty 2727.574391 = -515584.170549
  nChanged 66
		SP:Iteration 19Q (78940.180000 sec): 3 clusters
  Score: Raw -518357.240332 + Penalty 2727.574391 = -515629.665941
  nChanged 46
		SP:Iteration 20F (78940.380000 sec): 3 clusters
  Score: Raw -518387.790322 + Penalty 2727.574391 = -515660.215931
  nChanged 38
		SP:Iteration 21Q (78940.600000 sec): 3 clusters
  Score: Raw -518416.504954 + Penalty 2727.574391 = -515688.930563
  nChanged 26
		SP:Iteration 22Q (78940.800000 sec): 3 clusters
  Score: Raw -518438.899006 + Penalty 2727.574391 = -515711.324615
  nChanged 32
		SP:Iteration 23Q (78941.040000 sec): 3 clusters
  Score: Raw -518462.261141 + Penalty 2727.574391 = -515734.686750
  nChanged 22
		SP:Iteration 24Q (78941.240000 sec): 3 clusters
  Score: Raw -518480.967587 + Penalty 2727.574391 = -515753.393196
  nChanged 20
		SP:Iteration 25Q (78941.420000 sec): 3 clusters
  Score: Raw -518493.029641 + Penalty 2727.574391 = -515765.455250
  nChanged 16
		SP:Iteration 26Q (78941.620000 sec): 3 clusters
  Score: Raw -518503.088524 + Penalty 2727.574391 = -515775.514134
  nChanged 10
		SP:Iteration 27Q (78941.800000 sec): 3 clusters
  Score: Raw -518509.747775 + Penalty 2727.574391 = -515782.173384
  nChanged 5
		SP:Iteration 28Q (78941.980000 sec): 3 clusters
  Score: Raw -518513.447708 + Penalty 2727.574391 = -515785.873318
  nChanged 4
		SP:Iteration 29Q (78942.160000 sec): 3 clusters
  Score: Raw -518515.784392 + Penalty 2727.574391 = -515788.210002
  nChanged 4
		SP:Iteration 30Q (78942.340000 sec): 3 clusters
  Score: Raw -518517.897211 + Penalty 2727.574391 = -515790.322820
  nChanged 3
		SP:Iteration 31Q (78942.530000 sec): 3 clusters
  Score: Raw -518518.843078 + Penalty 2727.574391 = -515791.268687
  nChanged 1
		SP:Iteration 32Q (78942.720000 sec): 3 clusters
  Score: Raw -518519.479109 + Penalty 2727.574391 = -515791.904718
  nChanged 1
		SP:Iteration 33Q (78942.860000 sec): 3 clusters
  Score: Raw -518520.638268 + Penalty 2727.574391 = -515793.063877
  nChanged 4
		SP:Iteration 34Q (78943.060000 sec): 3 clusters
  Score: Raw -518522.885088 + Penalty 2727.574391 = -515795.310697
  nChanged 4
		SP:Iteration 35Q (78943.230000 sec): 3 clusters
  Score: Raw -518525.690116 + Penalty 2727.574391 = -515798.115725
  nChanged 0
		SP:Iteration 36F (78943.420000 sec): 3 clusters
  Score: Raw -518525.690116 + Penalty 2727.574391 = -515798.115725
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78943.540000 sec): 2 clusters
  Score: Raw -84687.937313 + Penalty 1067.995913 = -83619.941400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78943.660000 sec): 3 clusters
  Score: Raw -84497.724634 + Penalty 2135.991826 = -82361.732808
  nChanged 209
		SP:Iteration 1F (78943.820000 sec): 3 clusters
  Score: Raw -84692.357449 + Penalty 2135.991826 = -82556.365623
  nChanged 47
		SP:Iteration 2F (78943.970000 sec): 3 clusters
  Score: Raw -84744.668731 + Penalty 2135.991826 = -82608.676905
  nChanged 28
		SP:Iteration 3Q (78944.120000 sec): 3 clusters
  Score: Raw -84788.063060 + Penalty 2135.991826 = -82652.071234
  nChanged 25
		SP:Iteration 4Q (78944.320000 sec): 3 clusters
  Score: Raw -84838.989960 + Penalty 2135.991826 = -82702.998134
  nChanged 16
		SP:Iteration 5Q (78944.460000 sec): 3 clusters
  Score: Raw -84886.882469 + Penalty 2135.991826 = -82750.890643
  nChanged 26
		SP:Iteration 6Q (78944.640000 sec): 3 clusters
  Score: Raw -84948.680492 + Penalty 2135.991826 = -82812.688665
  nChanged 27
		SP:Iteration 7Q (78944.780000 sec): 3 clusters
  Score: Raw -85001.709312 + Penalty 2135.991826 = -82865.717485
  nChanged 26
		SP:Iteration 8Q (78944.990000 sec): 3 clusters
  Score: Raw -85039.862082 + Penalty 2135.991826 = -82903.870256
  nChanged 16
		SP:Iteration 9Q (78945.090000 sec): 3 clusters
  Score: Raw -85058.687314 + Penalty 2135.991826 = -82922.695488
  nChanged 12
		SP:Iteration 10Q (78945.270000 sec): 3 clusters
  Score: Raw -85070.590281 + Penalty 2135.991826 = -82934.598455
  nChanged 4
		SP:Iteration 11Q (78945.430000 sec): 3 clusters
  Score: Raw -85077.377201 + Penalty 2135.991826 = -82941.385374
  nChanged 7
		SP:Iteration 12Q (78945.580000 sec): 3 clusters
  Score: Raw -85093.796244 + Penalty 2135.991826 = -82957.804418
  nChanged 8
		SP:Iteration 13Q (78945.730000 sec): 3 clusters
  Score: Raw -85118.737046 + Penalty 2135.991826 = -82982.745219
  nChanged 12
		SP:Iteration 14Q (78945.960000 sec): 3 clusters
  Score: Raw -85140.814637 + Penalty 2135.991826 = -83004.822811
  nChanged 15
		SP:Iteration 15Q (78946.130000 sec): 3 clusters
  Score: Raw -85163.108942 + Penalty 2135.991826 = -83027.117116
  nChanged 12
		SP:Iteration 16Q (78946.360000 sec): 3 clusters
  Score: Raw -85178.134196 + Penalty 2135.991826 = -83042.142369
  nChanged 7
		SP:Iteration 17Q (78946.570000 sec): 3 clusters
  Score: Raw -85186.467915 + Penalty 2135.991826 = -83050.476089
  nChanged 3
		SP:Iteration 18Q (78946.780000 sec): 3 clusters
  Score: Raw -85190.808055 + Penalty 2135.991826 = -83054.816229
  nChanged 4
		SP:Iteration 19Q (78946.970000 sec): 3 clusters
  Score: Raw -85195.349122 + Penalty 2135.991826 = -83059.357296
  nChanged 4
		SP:Iteration 20F (78947.160000 sec): 3 clusters
  Score: Raw -85199.382211 + Penalty 2135.991826 = -83063.390384
  nChanged 2
		SP:Iteration 21Q (78947.340000 sec): 3 clusters
  Score: Raw -85200.626544 + Penalty 2135.991826 = -83064.634717
  nChanged 0
		SP:Iteration 22F (78947.530000 sec): 3 clusters
  Score: Raw -85200.626544 + Penalty 2135.991826 = -83064.634717
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78947.610000 sec): 2 clusters
  Score: Raw -207407.485913 + Penalty 1228.428418 = -206179.057495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78947.800000 sec): 3 clusters
  Score: Raw -206574.907423 + Penalty 2456.856836 = -204118.050587
  nChanged 675
		SP:Iteration 1F (78947.960000 sec): 3 clusters
  Score: Raw -207018.790719 + Penalty 2456.856836 = -204561.933883
  nChanged 172
		SP:Iteration 2F (78948.150000 sec): 3 clusters
  Score: Raw -207173.635370 + Penalty 2456.856836 = -204716.778534
  nChanged 119
		SP:Iteration 3F (78948.340000 sec): 3 clusters
  Score: Raw -207282.401148 + Penalty 2456.856836 = -204825.544311
  nChanged 91
		SP:Iteration 4Q (78948.520000 sec): 3 clusters
  Score: Raw -207378.499576 + Penalty 2456.856836 = -204921.642740
  nChanged 84
		SP:Iteration 5Q (78948.710000 sec): 3 clusters
  Score: Raw -207478.735279 + Penalty 2456.856836 = -205021.878443
  nChanged 83
		SP:Iteration 6Q (78948.890000 sec): 3 clusters
  Score: Raw -207566.007636 + Penalty 2456.856836 = -205109.150800
  nChanged 73
		SP:Iteration 7Q (78949.060000 sec): 3 clusters
  Score: Raw -207635.113743 + Penalty 2456.856836 = -205178.256907
  nChanged 57
		SP:Iteration 8Q (78949.250000 sec): 3 clusters
  Score: Raw -207689.309683 + Penalty 2456.856836 = -205232.452847
  nChanged 56
		SP:Iteration 9Q (78949.430000 sec): 3 clusters
  Score: Raw -207730.704004 + Penalty 2456.856836 = -205273.847168
  nChanged 43
		SP:Iteration 10Q (78949.580000 sec): 3 clusters
  Score: Raw -207763.716203 + Penalty 2456.856836 = -205306.859367
  nChanged 31
		SP:Iteration 11Q (78949.790000 sec): 3 clusters
  Score: Raw -207798.895846 + Penalty 2456.856836 = -205342.039010
  nChanged 24
		SP:Iteration 12Q (78949.940000 sec): 3 clusters
  Score: Raw -207819.306264 + Penalty 2456.856836 = -205362.449428
  nChanged 17
		SP:Iteration 13Q (78950.130000 sec): 3 clusters
  Score: Raw -207832.329119 + Penalty 2456.856836 = -205375.472283
  nChanged 13
		SP:Iteration 14Q (78950.290000 sec): 3 clusters
  Score: Raw -207842.674154 + Penalty 2456.856836 = -205385.817318
  nChanged 14
		SP:Iteration 15Q (78950.470000 sec): 3 clusters
  Score: Raw -207853.158806 + Penalty 2456.856836 = -205396.301970
  nChanged 13
		SP:Iteration 16Q (78950.660000 sec): 3 clusters
  Score: Raw -207868.723038 + Penalty 2456.856836 = -205411.866201
  nChanged 13
		SP:Iteration 17Q (78950.880000 sec): 3 clusters
  Score: Raw -207878.354940 + Penalty 2456.856836 = -205421.498103
  nChanged 7
		SP:Iteration 18Q (78951.070000 sec): 3 clusters
  Score: Raw -207883.121440 + Penalty 2456.856836 = -205426.264604
  nChanged 3
		SP:Iteration 19Q (78951.280000 sec): 3 clusters
  Score: Raw -207885.758661 + Penalty 2456.856836 = -205428.901825
  nChanged 1
		SP:Iteration 20F (78951.510000 sec): 3 clusters
  Score: Raw -207885.985243 + Penalty 2456.856836 = -205429.128407
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78951.600000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78951.870000 sec): 3 clusters
  Score: Raw -17697.124198 + Penalty 1706.988864 = -15990.135333
  nChanged 32
		SP:Iteration 1F (78952.100000 sec): 3 clusters
  Score: Raw -17810.758102 + Penalty 1706.988864 = -16103.769238
  nChanged 6
		SP:Iteration 2Q (78952.290000 sec): 3 clusters
  Score: Raw -17836.772858 + Penalty 1706.988864 = -16129.783994
  nChanged 4
		SP:Iteration 3Q (78952.460000 sec): 3 clusters
  Score: Raw -17849.194129 + Penalty 1706.988864 = -16142.205265
  nChanged 3
		SP:Iteration 4Q (78952.650000 sec): 3 clusters
  Score: Raw -17866.750369 + Penalty 1706.988864 = -16159.761505
  nChanged 5
		SP:Iteration 5Q (78952.810000 sec): 3 clusters
  Score: Raw -17885.969521 + Penalty 1706.988864 = -16178.980657
  nChanged 4
		SP:Iteration 6Q (78953.030000 sec): 3 clusters
  Score: Raw -17898.058054 + Penalty 1706.988864 = -16191.069190
  nChanged 1
		SP:Iteration 7Q (78953.200000 sec): 3 clusters
  Score: Raw -17902.795287 + Penalty 1706.988864 = -16195.806423
  nChanged 3
		SP:Iteration 8Q (78953.360000 sec): 3 clusters
  Score: Raw -17919.827661 + Penalty 1706.988864 = -16212.838797
  nChanged 0
		SP:Iteration 9F (78953.510000 sec): 3 clusters
  Score: Raw -17919.827661 + Penalty 1706.988864 = -16212.838797
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78953.600000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78953.810000 sec): 3 clusters
  Score: Raw -13480.532535 + Penalty 1626.282549 = -11854.249985
  nChanged 18
		SP:Iteration 1F (78954.000000 sec): 3 clusters
  Score: Raw -13642.145246 + Penalty 1626.282549 = -12015.862697
  nChanged 12
		SP:Iteration 2F (78954.180000 sec): 3 clusters
  Score: Raw -13695.541322 + Penalty 1626.282549 = -12069.258772
  nChanged 3
		SP:Iteration 3Q (78954.330000 sec): 3 clusters
  Score: Raw -13707.808573 + Penalty 1626.282549 = -12081.526024
  nChanged 3
		SP:Iteration 4Q (78954.490000 sec): 3 clusters
  Score: Raw -13715.191123 + Penalty 1626.282549 = -12088.908573
  nChanged 0
		SP:Iteration 5F (78954.640000 sec): 3 clusters
  Score: Raw -13715.191123 + Penalty 1626.282549 = -12088.908573
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (20039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78954.850000 sec): 2 clusters
  Score: Raw -1931118.519914 + Penalty 1609.633294 = -1929508.886620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78955.160000 sec): 3 clusters
  Score: Raw -1919043.600811 + Penalty 3219.266587 = -1915824.334224
  nChanged 8998
		SP:Iteration 1F (78955.400000 sec): 3 clusters
  Score: Raw -1924445.015652 + Penalty 3219.266587 = -1921225.749065
  nChanged 1342
		SP:Iteration 2F (78955.700000 sec): 3 clusters
  Score: Raw -1925165.544171 + Penalty 3219.266587 = -1921946.277584
  nChanged 1254
		SP:Iteration 3F (78956.020000 sec): 3 clusters
  Score: Raw -1925901.862733 + Penalty 3219.266587 = -1922682.596145
  nChanged 1230
		SP:Iteration 4F (78956.350000 sec): 3 clusters
  Score: Raw -1926635.333584 + Penalty 3219.266587 = -1923416.066996
  nChanged 1137
		SP:Iteration 5F (78956.690000 sec): 3 clusters
  Score: Raw -1927326.231273 + Penalty 3219.266587 = -1924106.964685
  nChanged 1007
		SP:Iteration 6F (78956.980000 sec): 3 clusters
  Score: Raw -1927933.714591 + Penalty 3219.266587 = -1924714.448004
  nChanged 930
		SP:Iteration 7Q (78957.270000 sec): 3 clusters
  Score: Raw -1928522.506043 + Penalty 3219.266587 = -1925303.239456
  nChanged 786
		SP:Iteration 8Q (78957.580000 sec): 3 clusters
  Score: Raw -1928983.021382 + Penalty 3219.266587 = -1925763.754795
  nChanged 633
		SP:Iteration 9Q (78957.900000 sec): 3 clusters
  Score: Raw -1929289.813666 + Penalty 3219.266587 = -1926070.547079
  nChanged 460
		SP:Iteration 10Q (78958.280000 sec): 3 clusters
  Score: Raw -1929465.989859 + Penalty 3219.266587 = -1926246.723272
  nChanged 334
		SP:Iteration 11Q (78958.590000 sec): 3 clusters
  Score: Raw -1929592.501623 + Penalty 3219.266587 = -1926373.235035
  nChanged 287
		SP:Iteration 12Q (78958.870000 sec): 3 clusters
  Score: Raw -1929697.968063 + Penalty 3219.266587 = -1926478.701475
  nChanged 263
		SP:Iteration 13Q (78959.180000 sec): 3 clusters
  Score: Raw -1929803.908297 + Penalty 3219.266587 = -1926584.641709
  nChanged 273
		SP:Iteration 14Q (78959.470000 sec): 3 clusters
  Score: Raw -1929912.642285 + Penalty 3219.266587 = -1926693.375698
  nChanged 279
		SP:Iteration 15Q (78959.790000 sec): 3 clusters
  Score: Raw -1930018.788860 + Penalty 3219.266587 = -1926799.522273
  nChanged 285
		SP:Iteration 16Q (78960.090000 sec): 3 clusters
  Score: Raw -1930121.822706 + Penalty 3219.266587 = -1926902.556118
  nChanged 242
		SP:Iteration 17Q (78960.340000 sec): 3 clusters
  Score: Raw -1930211.446305 + Penalty 3219.266587 = -1926992.179717
  nChanged 224
		SP:Iteration 18Q (78960.620000 sec): 3 clusters
  Score: Raw -1930290.033126 + Penalty 3219.266587 = -1927070.766539
  nChanged 208
		SP:Iteration 19Q (78960.900000 sec): 3 clusters
  Score: Raw -1930365.926532 + Penalty 3219.266587 = -1927146.659944
  nChanged 200
		SP:Iteration 20F (78961.210000 sec): 3 clusters
  Score: Raw -1930455.344755 + Penalty 3219.266587 = -1927236.078167
  nChanged 216
		SP:Iteration 21Q (78961.510000 sec): 3 clusters
  Score: Raw -1930548.585565 + Penalty 3219.266587 = -1927329.318978
  nChanged 194
		SP:Iteration 22Q (78961.850000 sec): 3 clusters
  Score: Raw -1930630.622386 + Penalty 3219.266587 = -1927411.355798
  nChanged 165
		SP:Iteration 23Q (78962.090000 sec): 3 clusters
  Score: Raw -1930700.045345 + Penalty 3219.266587 = -1927480.778757
  nChanged 168
		SP:Iteration 24Q (78962.450000 sec): 3 clusters
  Score: Raw -1930771.520266 + Penalty 3219.266587 = -1927552.253678
  nChanged 157
		SP:Iteration 25Q (78962.770000 sec): 3 clusters
  Score: Raw -1930841.205853 + Penalty 3219.266587 = -1927621.939266
  nChanged 155
		SP:Iteration 26Q (78963.020000 sec): 3 clusters
  Score: Raw -1930902.958484 + Penalty 3219.266587 = -1927683.691897
  nChanged 138
		SP:Iteration 27Q (78963.340000 sec): 3 clusters
  Score: Raw -1930961.855499 + Penalty 3219.266587 = -1927742.588911
  nChanged 144
		SP:Iteration 28Q (78963.640000 sec): 3 clusters
  Score: Raw -1931029.875180 + Penalty 3219.266587 = -1927810.608593
  nChanged 133
		SP:Iteration 29Q (78963.930000 sec): 3 clusters
  Score: Raw -1931094.609771 + Penalty 3219.266587 = -1927875.343184
  nChanged 120
		SP:Iteration 30Q (78964.200000 sec): 3 clusters
  Score: Raw -1931158.056959 + Penalty 3219.266587 = -1927938.790372
  nChanged 114
		SP:Iteration 31Q (78964.440000 sec): 3 clusters
  Score: Raw -1931219.040842 + Penalty 3219.266587 = -1927999.774254
  nChanged 96
		SP:Iteration 32Q (78964.720000 sec): 3 clusters
  Score: Raw -1931268.776820 + Penalty 3219.266587 = -1928049.510232
  nChanged 89
		SP:Iteration 33Q (78964.970000 sec): 3 clusters
  Score: Raw -1931314.735887 + Penalty 3219.266587 = -1928095.469299
  nChanged 63
		SP:Iteration 34Q (78965.230000 sec): 3 clusters
  Score: Raw -1931341.075900 + Penalty 3219.266587 = -1928121.809313
  nChanged 58
		SP:Iteration 35Q (78965.520000 sec): 3 clusters
  Score: Raw -1931368.776957 + Penalty 3219.266587 = -1928149.510369
  nChanged 54
		SP:Iteration 36Q (78965.780000 sec): 3 clusters
  Score: Raw -1931394.291215 + Penalty 3219.266587 = -1928175.024627
  nChanged 44
		SP:Iteration 37Q (78966.060000 sec): 3 clusters
  Score: Raw -1931416.246344 + Penalty 3219.266587 = -1928196.979756
  nChanged 42
		SP:Iteration 38Q (78966.330000 sec): 3 clusters
  Score: Raw -1931433.606398 + Penalty 3219.266587 = -1928214.339810
  nChanged 34
		SP:Iteration 39Q (78966.660000 sec): 3 clusters
  Score: Raw -1931447.392585 + Penalty 3219.266587 = -1928228.125997
  nChanged 29
		SP:Iteration 40F (78967.010000 sec): 3 clusters
  Score: Raw -1931457.839256 + Penalty 3219.266587 = -1928238.572668
  nChanged 28
		SP:Iteration 41Q (78967.240000 sec): 3 clusters
  Score: Raw -1931467.441293 + Penalty 3219.266587 = -1928248.174706
  nChanged 23
		SP:Iteration 42Q (78967.500000 sec): 3 clusters
  Score: Raw -1931474.809714 + Penalty 3219.266587 = -1928255.543127
  nChanged 19
		SP:Iteration 43Q (78967.810000 sec): 3 clusters
  Score: Raw -1931483.580007 + Penalty 3219.266587 = -1928264.313419
  nChanged 16
		SP:Iteration 44Q (78968.020000 sec): 3 clusters
  Score: Raw -1931488.943820 + Penalty 3219.266587 = -1928269.677232
  nChanged 13
		SP:Iteration 45Q (78968.310000 sec): 3 clusters
  Score: Raw -1931492.851840 + Penalty 3219.266587 = -1928273.585252
  nChanged 14
		SP:Iteration 46Q (78968.540000 sec): 3 clusters
  Score: Raw -1931496.981956 + Penalty 3219.266587 = -1928277.715368
  nChanged 10
		SP:Iteration 47Q (78968.800000 sec): 3 clusters
  Score: Raw -1931499.264098 + Penalty 3219.266587 = -1928279.997510
  nChanged 9
		SP:Iteration 48Q (78969.080000 sec): 3 clusters
  Score: Raw -1931503.169758 + Penalty 3219.266587 = -1928283.903170
  nChanged 11
		SP:Iteration 49Q (78969.360000 sec): 3 clusters
  Score: Raw -1931506.775271 + Penalty 3219.266587 = -1928287.508683
  nChanged 9
		SP:Iteration 50Q (78969.600000 sec): 3 clusters
  Score: Raw -1931508.317052 + Penalty 3219.266587 = -1928289.050465
  nChanged 1
		SP:Iteration 51Q (78969.930000 sec): 3 clusters
  Score: Raw -1931508.619687 + Penalty 3219.266587 = -1928289.353100
  nChanged 2
		SP:Iteration 52Q (78970.200000 sec): 3 clusters
  Score: Raw -1931509.076911 + Penalty 3219.266587 = -1928289.810324
  nChanged 1
		SP:Iteration 53Q (78970.460000 sec): 3 clusters
  Score: Raw -1931509.389051 + Penalty 3219.266587 = -1928290.122463
  nChanged 0
		SP:Iteration 54F (78970.760000 sec): 3 clusters
  Score: Raw -1931509.389051 + Penalty 3219.266587 = -1928290.122463
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78970.930000 sec): 2 clusters
  Score: Raw -1331023.735939 + Penalty 1522.844890 = -1329500.891050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78971.180000 sec): 3 clusters
  Score: Raw -1324235.845818 + Penalty 3045.689780 = -1321190.156039
  nChanged 5103
		SP:Iteration 1F (78971.450000 sec): 3 clusters
  Score: Raw -1326925.224719 + Penalty 3045.689780 = -1323879.534940
  nChanged 693
		SP:Iteration 2F (78971.720000 sec): 3 clusters
  Score: Raw -1327218.902958 + Penalty 3045.689780 = -1324173.213179
  nChanged 621
		SP:Iteration 3F (78971.960000 sec): 3 clusters
  Score: Raw -1327510.420425 + Penalty 3045.689780 = -1324464.730646
  nChanged 607
		SP:Iteration 4F (78972.260000 sec): 3 clusters
  Score: Raw -1327810.547828 + Penalty 3045.689780 = -1324764.858048
  nChanged 578
		SP:Iteration 5Q (78972.460000 sec): 3 clusters
  Score: Raw -1328121.884500 + Penalty 3045.689780 = -1325076.194721
  nChanged 599
		SP:Iteration 6F (78972.690000 sec): 3 clusters
  Score: Raw -1328464.057293 + Penalty 3045.689780 = -1325418.367514
  nChanged 557
		SP:Iteration 7Q (78972.960000 sec): 3 clusters
  Score: Raw -1328788.646852 + Penalty 3045.689780 = -1325742.957073
  nChanged 564
		SP:Iteration 8Q (78973.200000 sec): 3 clusters
  Score: Raw -1329047.219905 + Penalty 3045.689780 = -1326001.530126
  nChanged 459
		SP:Iteration 9Q (78973.470000 sec): 3 clusters
  Score: Raw -1329256.991169 + Penalty 3045.689780 = -1326211.301390
  nChanged 429
		SP:Iteration 10Q (78973.730000 sec): 3 clusters
  Score: Raw -1329444.222155 + Penalty 3045.689780 = -1326398.532376
  nChanged 391
		SP:Iteration 11Q (78974.010000 sec): 3 clusters
  Score: Raw -1329620.578637 + Penalty 3045.689780 = -1326574.888858
  nChanged 375
		SP:Iteration 12Q (78974.230000 sec): 3 clusters
  Score: Raw -1329788.942269 + Penalty 3045.689780 = -1326743.252489
  nChanged 362
		SP:Iteration 13Q (78974.550000 sec): 3 clusters
  Score: Raw -1329970.252089 + Penalty 3045.689780 = -1326924.562310
  nChanged 349
		SP:Iteration 14Q (78974.760000 sec): 3 clusters
  Score: Raw -1330134.034080 + Penalty 3045.689780 = -1327088.344301
  nChanged 326
		SP:Iteration 15Q (78975.010000 sec): 3 clusters
  Score: Raw -1330293.602776 + Penalty 3045.689780 = -1327247.912997
  nChanged 305
		SP:Iteration 16Q (78975.290000 sec): 3 clusters
  Score: Raw -1330427.827253 + Penalty 3045.689780 = -1327382.137473
  nChanged 267
		SP:Iteration 17Q (78975.530000 sec): 3 clusters
  Score: Raw -1330546.572522 + Penalty 3045.689780 = -1327500.882742
  nChanged 239
		SP:Iteration 18Q (78975.750000 sec): 3 clusters
  Score: Raw -1330646.575789 + Penalty 3045.689780 = -1327600.886010
  nChanged 215
		SP:Iteration 19Q (78975.980000 sec): 3 clusters
  Score: Raw -1330743.134112 + Penalty 3045.689780 = -1327697.444332
  nChanged 203
		SP:Iteration 20F (78976.280000 sec): 3 clusters
  Score: Raw -1330839.063472 + Penalty 3045.689780 = -1327793.373692
  nChanged 196
		SP:Iteration 21Q (78976.500000 sec): 3 clusters
  Score: Raw -1330940.236261 + Penalty 3045.689780 = -1327894.546481
  nChanged 202
		SP:Iteration 22Q (78976.780000 sec): 3 clusters
  Score: Raw -1331061.566356 + Penalty 3045.689780 = -1328015.876577
  nChanged 226
		SP:Iteration 23Q (78977.020000 sec): 3 clusters
  Score: Raw -1331204.077014 + Penalty 3045.689780 = -1328158.387235
  nChanged 204
		SP:Iteration 24Q (78977.250000 sec): 3 clusters
  Score: Raw -1331333.608458 + Penalty 3045.689780 = -1328287.918679
  nChanged 177
		SP:Iteration 25Q (78977.590000 sec): 3 clusters
  Score: Raw -1331432.974086 + Penalty 3045.689780 = -1328387.284306
  nChanged 154
		SP:Iteration 26Q (78977.850000 sec): 3 clusters
  Score: Raw -1331522.834361 + Penalty 3045.689780 = -1328477.144582
  nChanged 132
		SP:Iteration 27Q (78978.130000 sec): 3 clusters
  Score: Raw -1331598.441683 + Penalty 3045.689780 = -1328552.751904
  nChanged 104
		SP:Iteration 28Q (78978.350000 sec): 3 clusters
  Score: Raw -1331663.507938 + Penalty 3045.689780 = -1328617.818158
  nChanged 94
		SP:Iteration 29Q (78978.590000 sec): 3 clusters
  Score: Raw -1331712.530534 + Penalty 3045.689780 = -1328666.840755
  nChanged 76
		SP:Iteration 30Q (78978.810000 sec): 3 clusters
  Score: Raw -1331761.503996 + Penalty 3045.689780 = -1328715.814216
  nChanged 70
		SP:Iteration 31Q (78979.070000 sec): 3 clusters
  Score: Raw -1331808.314195 + Penalty 3045.689780 = -1328762.624416
  nChanged 72
		SP:Iteration 32Q (78979.350000 sec): 3 clusters
  Score: Raw -1331865.261931 + Penalty 3045.689780 = -1328819.572152
  nChanged 56
		SP:Iteration 33Q (78979.570000 sec): 3 clusters
  Score: Raw -1331908.273216 + Penalty 3045.689780 = -1328862.583437
  nChanged 48
		SP:Iteration 34Q (78979.820000 sec): 3 clusters
  Score: Raw -1331938.130283 + Penalty 3045.689780 = -1328892.440504
  nChanged 35
		SP:Iteration 35Q (78980.030000 sec): 3 clusters
  Score: Raw -1331963.965941 + Penalty 3045.689780 = -1328918.276161
  nChanged 29
		SP:Iteration 36Q (78980.250000 sec): 3 clusters
  Score: Raw -1331988.798804 + Penalty 3045.689780 = -1328943.109024
  nChanged 26
		SP:Iteration 37Q (78980.430000 sec): 3 clusters
  Score: Raw -1332002.829713 + Penalty 3045.689780 = -1328957.139933
  nChanged 18
		SP:Iteration 38Q (78980.670000 sec): 3 clusters
  Score: Raw -1332012.917529 + Penalty 3045.689780 = -1328967.227750
  nChanged 20
		SP:Iteration 39Q (78980.930000 sec): 3 clusters
  Score: Raw -1332023.790650 + Penalty 3045.689780 = -1328978.100870
  nChanged 12
		SP:Iteration 40F (78981.110000 sec): 3 clusters
  Score: Raw -1332028.788118 + Penalty 3045.689780 = -1328983.098338
  nChanged 6
		SP:Iteration 41Q (78981.330000 sec): 3 clusters
  Score: Raw -1332030.874163 + Penalty 3045.689780 = -1328985.184383
  nChanged 3
		SP:Iteration 42Q (78981.550000 sec): 3 clusters
  Score: Raw -1332032.550576 + Penalty 3045.689780 = -1328986.860797
  nChanged 3
		SP:Iteration 43Q (78981.790000 sec): 3 clusters
  Score: Raw -1332033.394665 + Penalty 3045.689780 = -1328987.704886
  nChanged 2
		SP:Iteration 44Q (78982.000000 sec): 3 clusters
  Score: Raw -1332035.097954 + Penalty 3045.689780 = -1328989.408174
  nChanged 2
		SP:Iteration 45Q (78982.190000 sec): 3 clusters
  Score: Raw -1332035.689447 + Penalty 3045.689780 = -1328989.999668
  nChanged 1
		SP:Iteration 46Q (78982.410000 sec): 3 clusters
  Score: Raw -1332036.416621 + Penalty 3045.689780 = -1328990.726842
  nChanged 1
		SP:Iteration 47Q (78982.610000 sec): 3 clusters
  Score: Raw -1332036.730229 + Penalty 3045.689780 = -1328991.040450
  nChanged 0
		SP:Iteration 48F (78982.820000 sec): 3 clusters
  Score: Raw -1332036.730229 + Penalty 3045.689780 = -1328991.040450
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78982.930000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78983.110000 sec): 3 clusters
  Score: Raw -19221.849384 + Penalty 1726.791943 = -17495.057441
  nChanged 39
		SP:Iteration 1F (78983.300000 sec): 3 clusters
  Score: Raw -19394.274973 + Penalty 1726.791943 = -17667.483030
  nChanged 9
		SP:Iteration 2Q (78983.450000 sec): 3 clusters
  Score: Raw -19425.373982 + Penalty 1726.791943 = -17698.582038
  nChanged 6
		SP:Iteration 3Q (78983.610000 sec): 3 clusters
  Score: Raw -19453.729612 + Penalty 1726.791943 = -17726.937669
  nChanged 1
		SP:Iteration 4Q (78983.770000 sec): 3 clusters
  Score: Raw -19464.401263 + Penalty 1726.791943 = -17737.609319
  nChanged 1
		SP:Iteration 5Q (78983.920000 sec): 3 clusters
  Score: Raw -19480.327647 + Penalty 1726.791943 = -17753.535704
  nChanged 0
		SP:Iteration 6F (78984.070000 sec): 3 clusters
  Score: Raw -19480.327647 + Penalty 1726.791943 = -17753.535704
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78984.140000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78984.340000 sec): 3 clusters
  Score: Raw -59562.254468 + Penalty 2047.755383 = -57514.499084
  nChanged 135
		SP:Iteration 1F (78984.490000 sec): 3 clusters
  Score: Raw -59720.690184 + Penalty 2047.755383 = -57672.934801
  nChanged 27
		SP:Iteration 2Q (78984.640000 sec): 3 clusters
  Score: Raw -59758.884007 + Penalty 2047.755383 = -57711.128624
  nChanged 19
		SP:Iteration 3Q (78984.830000 sec): 3 clusters
  Score: Raw -59793.573146 + Penalty 2047.755383 = -57745.817763
  nChanged 19
		SP:Iteration 4Q (78985.010000 sec): 3 clusters
  Score: Raw -59819.300069 + Penalty 2047.755383 = -57771.544686
  nChanged 10
		SP:Iteration 5Q (78985.180000 sec): 3 clusters
  Score: Raw -59830.435094 + Penalty 2047.755383 = -57782.679711
  nChanged 5
		SP:Iteration 6Q (78985.400000 sec): 3 clusters
  Score: Raw -59838.036051 + Penalty 2047.755383 = -57790.280668
  nChanged 3
		SP:Iteration 7Q (78985.650000 sec): 3 clusters
  Score: Raw -59841.406907 + Penalty 2047.755383 = -57793.651524
  nChanged 5
		SP:Iteration 8Q (78985.930000 sec): 3 clusters
  Score: Raw -59848.656873 + Penalty 2047.755383 = -57800.901490
  nChanged 3
		SP:Iteration 9Q (78986.060000 sec): 3 clusters
  Score: Raw -59851.542866 + Penalty 2047.755383 = -57803.787483
  nChanged 2
		SP:Iteration 10Q (78986.230000 sec): 3 clusters
  Score: Raw -59853.621600 + Penalty 2047.755383 = -57805.866217
  nChanged 1
		SP:Iteration 11Q (78986.420000 sec): 3 clusters
  Score: Raw -59855.327259 + Penalty 2047.755383 = -57807.571876
  nChanged 1
		SP:Iteration 12Q (78986.570000 sec): 3 clusters
  Score: Raw -59856.178371 + Penalty 2047.755383 = -57808.422988
  nChanged 0
		SP:Iteration 13F (78986.780000 sec): 3 clusters
  Score: Raw -59856.178371 + Penalty 2047.755383 = -57808.422988
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78986.850000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78987.010000 sec): 3 clusters
  Score: Raw -16822.881255 + Penalty 1663.347989 = -15159.533266
  nChanged 21
		SP:Iteration 1F (78987.170000 sec): 3 clusters
  Score: Raw -16901.887042 + Penalty 1663.347989 = -15238.539053
  nChanged 3
		SP:Iteration 2Q (78987.350000 sec): 3 clusters
  Score: Raw -16926.824144 + Penalty 1663.347989 = -15263.476155
  nChanged 2
		SP:Iteration 3Q (78987.500000 sec): 3 clusters
  Score: Raw -16934.759384 + Penalty 1663.347989 = -15271.411395
  nChanged 0
		SP:Iteration 4F (78987.680000 sec): 3 clusters
  Score: Raw -16934.759384 + Penalty 1663.347989 = -15271.411395
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78987.930000 sec): 2 clusters
  Score: Raw -2081465.165583 + Penalty 1608.738826 = -2079856.426757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78988.190000 sec): 3 clusters
  Score: Raw -2069496.504784 + Penalty 3217.477652 = -2066279.027132
  nChanged 9024
		SP:Iteration 1F (78988.540000 sec): 3 clusters
  Score: Raw -2074635.435493 + Penalty 3217.477652 = -2071417.957841
  nChanged 1396
		SP:Iteration 2F (78988.830000 sec): 3 clusters
  Score: Raw -2075441.650240 + Penalty 3217.477652 = -2072224.172588
  nChanged 1405
		SP:Iteration 3F (78989.190000 sec): 3 clusters
  Score: Raw -2076262.564855 + Penalty 3217.477652 = -2073045.087203
  nChanged 1286
		SP:Iteration 4F (78989.520000 sec): 3 clusters
  Score: Raw -2076978.254079 + Penalty 3217.477652 = -2073760.776428
  nChanged 1164
		SP:Iteration 5F (78989.850000 sec): 3 clusters
  Score: Raw -2077585.739424 + Penalty 3217.477652 = -2074368.261772
  nChanged 1005
		SP:Iteration 6F (78990.190000 sec): 3 clusters
  Score: Raw -2078088.263144 + Penalty 3217.477652 = -2074870.785492
  nChanged 866
		SP:Iteration 7Q (78990.520000 sec): 3 clusters
  Score: Raw -2078536.961168 + Penalty 3217.477652 = -2075319.483516
  nChanged 767
		SP:Iteration 8Q (78990.830000 sec): 3 clusters
  Score: Raw -2078944.081782 + Penalty 3217.477652 = -2075726.604130
  nChanged 683
		SP:Iteration 9Q (78991.140000 sec): 3 clusters
  Score: Raw -2079349.016736 + Penalty 3217.477652 = -2076131.539084
  nChanged 642
		SP:Iteration 10Q (78991.440000 sec): 3 clusters
  Score: Raw -2079780.169119 + Penalty 3217.477652 = -2076562.691467
  nChanged 564
		SP:Iteration 11Q (78991.730000 sec): 3 clusters
  Score: Raw -2080192.767369 + Penalty 3217.477652 = -2076975.289717
  nChanged 502
		SP:Iteration 12Q (78991.990000 sec): 3 clusters
  Score: Raw -2080547.478049 + Penalty 3217.477652 = -2077330.000397
  nChanged 399
		SP:Iteration 13Q (78992.310000 sec): 3 clusters
  Score: Raw -2080791.420650 + Penalty 3217.477652 = -2077573.942998
  nChanged 284
		SP:Iteration 14Q (78992.580000 sec): 3 clusters
  Score: Raw -2080941.472472 + Penalty 3217.477652 = -2077723.994820
  nChanged 247
		SP:Iteration 15Q (78992.840000 sec): 3 clusters
  Score: Raw -2081077.978618 + Penalty 3217.477652 = -2077860.500966
  nChanged 218
		SP:Iteration 16Q (78993.130000 sec): 3 clusters
  Score: Raw -2081180.858809 + Penalty 3217.477652 = -2077963.381157
  nChanged 167
		SP:Iteration 17Q (78993.430000 sec): 3 clusters
  Score: Raw -2081266.326954 + Penalty 3217.477652 = -2078048.849302
  nChanged 158
		SP:Iteration 18Q (78993.700000 sec): 3 clusters
  Score: Raw -2081349.377760 + Penalty 3217.477652 = -2078131.900108
  nChanged 127
		SP:Iteration 19Q (78993.980000 sec): 3 clusters
  Score: Raw -2081416.574345 + Penalty 3217.477652 = -2078199.096693
  nChanged 118
		SP:Iteration 20F (78994.270000 sec): 3 clusters
  Score: Raw -2081473.300931 + Penalty 3217.477652 = -2078255.823279
  nChanged 100
		SP:Iteration 21Q (78994.610000 sec): 3 clusters
  Score: Raw -2081525.636036 + Penalty 3217.477652 = -2078308.158385
  nChanged 86
		SP:Iteration 22Q (78994.890000 sec): 3 clusters
  Score: Raw -2081569.236690 + Penalty 3217.477652 = -2078351.759038
  nChanged 76
		SP:Iteration 23Q (78995.210000 sec): 3 clusters
  Score: Raw -2081609.373507 + Penalty 3217.477652 = -2078391.895855
  nChanged 72
		SP:Iteration 24Q (78995.450000 sec): 3 clusters
  Score: Raw -2081650.954203 + Penalty 3217.477652 = -2078433.476551
  nChanged 70
		SP:Iteration 25Q (78995.730000 sec): 3 clusters
  Score: Raw -2081696.932418 + Penalty 3217.477652 = -2078479.454766
  nChanged 57
		SP:Iteration 26Q (78996.020000 sec): 3 clusters
  Score: Raw -2081728.468082 + Penalty 3217.477652 = -2078510.990431
  nChanged 49
		SP:Iteration 27Q (78996.280000 sec): 3 clusters
  Score: Raw -2081754.622492 + Penalty 3217.477652 = -2078537.144840
  nChanged 46
		SP:Iteration 28Q (78996.610000 sec): 3 clusters
  Score: Raw -2081782.242442 + Penalty 3217.477652 = -2078564.764790
  nChanged 32
		SP:Iteration 29Q (78996.880000 sec): 3 clusters
  Score: Raw -2081796.262864 + Penalty 3217.477652 = -2078578.785212
  nChanged 23
		SP:Iteration 30Q (78997.130000 sec): 3 clusters
  Score: Raw -2081805.672497 + Penalty 3217.477652 = -2078588.194845
  nChanged 24
		SP:Iteration 31Q (78997.450000 sec): 3 clusters
  Score: Raw -2081819.042048 + Penalty 3217.477652 = -2078601.564396
  nChanged 27
		SP:Iteration 32Q (78997.670000 sec): 3 clusters
  Score: Raw -2081833.417929 + Penalty 3217.477652 = -2078615.940277
  nChanged 21
		SP:Iteration 33Q (78997.940000 sec): 3 clusters
  Score: Raw -2081844.824508 + Penalty 3217.477652 = -2078627.346857
  nChanged 13
		SP:Iteration 34Q (78998.220000 sec): 3 clusters
  Score: Raw -2081851.935514 + Penalty 3217.477652 = -2078634.457862
  nChanged 14
		SP:Iteration 35Q (78998.570000 sec): 3 clusters
  Score: Raw -2081857.841315 + Penalty 3217.477652 = -2078640.363663
  nChanged 8
		SP:Iteration 36Q (78998.910000 sec): 3 clusters
  Score: Raw -2081861.047771 + Penalty 3217.477652 = -2078643.570119
  nChanged 9
		SP:Iteration 37Q (78999.200000 sec): 3 clusters
  Score: Raw -2081865.683573 + Penalty 3217.477652 = -2078648.205921
  nChanged 9
		SP:Iteration 38Q (78999.530000 sec): 3 clusters
  Score: Raw -2081868.970661 + Penalty 3217.477652 = -2078651.493009
  nChanged 9
		SP:Iteration 39Q (78999.750000 sec): 3 clusters
  Score: Raw -2081873.386903 + Penalty 3217.477652 = -2078655.909251
  nChanged 7
		SP:Iteration 40F (79000.070000 sec): 3 clusters
  Score: Raw -2081877.706252 + Penalty 3217.477652 = -2078660.228600
  nChanged 10
		SP:Iteration 41Q (79000.330000 sec): 3 clusters
  Score: Raw -2081881.357241 + Penalty 3217.477652 = -2078663.879590
  nChanged 5
		SP:Iteration 42Q (79000.610000 sec): 3 clusters
  Score: Raw -2081883.244586 + Penalty 3217.477652 = -2078665.766934
  nChanged 5
		SP:Iteration 43Q (79000.890000 sec): 3 clusters
  Score: Raw -2081885.746976 + Penalty 3217.477652 = -2078668.269324
  nChanged 3
		SP:Iteration 44Q (79001.140000 sec): 3 clusters
  Score: Raw -2081887.219378 + Penalty 3217.477652 = -2078669.741726
  nChanged 2
		SP:Iteration 45Q (79001.450000 sec): 3 clusters
  Score: Raw -2081887.945413 + Penalty 3217.477652 = -2078670.467762
  nChanged 2
		SP:Iteration 46Q (79001.670000 sec): 3 clusters
  Score: Raw -2081889.072719 + Penalty 3217.477652 = -2078671.595067
  nChanged 4
		SP:Iteration 47Q (79001.950000 sec): 3 clusters
  Score: Raw -2081890.802923 + Penalty 3217.477652 = -2078673.325272
  nChanged 5
		SP:Iteration 48Q (79002.260000 sec): 3 clusters
  Score: Raw -2081893.671436 + Penalty 3217.477652 = -2078676.193784
  nChanged 2
		SP:Iteration 49Q (79002.500000 sec): 3 clusters
  Score: Raw -2081894.520618 + Penalty 3217.477652 = -2078677.042967
  nChanged 4
		SP:Iteration 50Q (79002.820000 sec): 3 clusters
  Score: Raw -2081895.957163 + Penalty 3217.477652 = -2078678.479511
  nChanged 2
		SP:Iteration 51Q (79003.080000 sec): 3 clusters
  Score: Raw -2081896.625905 + Penalty 3217.477652 = -2078679.148253
  nChanged 2
		SP:Iteration 52Q (79003.360000 sec): 3 clusters
  Score: Raw -2081898.400756 + Penalty 3217.477652 = -2078680.923104
  nChanged 5
		SP:Iteration 53Q (79003.630000 sec): 3 clusters
  Score: Raw -2081900.757544 + Penalty 3217.477652 = -2078683.279892
  nChanged 1
		SP:Iteration 54Q (79003.970000 sec): 3 clusters
  Score: Raw -2081900.976351 + Penalty 3217.477652 = -2078683.498699
  nChanged 3
		SP:Iteration 55Q (79004.250000 sec): 3 clusters
  Score: Raw -2081901.823642 + Penalty 3217.477652 = -2078684.345990
  nChanged 3
		SP:Iteration 56Q (79004.530000 sec): 3 clusters
  Score: Raw -2081902.535114 + Penalty 3217.477652 = -2078685.057462
  nChanged 2
		SP:Iteration 57Q (79004.830000 sec): 3 clusters
  Score: Raw -2081903.077032 + Penalty 3217.477652 = -2078685.599380
  nChanged 0
		SP:Iteration 58F (79005.180000 sec): 3 clusters
  Score: Raw -2081903.077032 + Penalty 3217.477652 = -2078685.599380
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (27446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79005.400000 sec): 2 clusters
  Score: Raw -2907994.195674 + Penalty 1660.746054 = -2906333.449620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79005.710000 sec): 3 clusters
  Score: Raw -2891278.556638 + Penalty 3321.492108 = -2887957.064530
  nChanged 12695
		SP:Iteration 1F (79006.070000 sec): 3 clusters
  Score: Raw -2899238.789961 + Penalty 3321.492108 = -2895917.297853
  nChanged 2019
		SP:Iteration 2F (79006.350000 sec): 3 clusters
  Score: Raw -2900439.110087 + Penalty 3321.492108 = -2897117.617979
  nChanged 1973
		SP:Iteration 3F (79006.630000 sec): 3 clusters
  Score: Raw -2901708.553316 + Penalty 3321.492108 = -2898387.061208
  nChanged 1880
		SP:Iteration 4F (79006.990000 sec): 3 clusters
  Score: Raw -2903122.336357 + Penalty 3321.492108 = -2899800.844249
  nChanged 1743
		SP:Iteration 5F (79007.330000 sec): 3 clusters
  Score: Raw -2904573.353359 + Penalty 3321.492108 = -2901251.861251
  nChanged 1409
		SP:Iteration 6F (79007.670000 sec): 3 clusters
  Score: Raw -2905827.365145 + Penalty 3321.492108 = -2902505.873037
  nChanged 1076
		SP:Iteration 7Q (79007.960000 sec): 3 clusters
  Score: Raw -2906807.904664 + Penalty 3321.492108 = -2903486.412557
  nChanged 708
		SP:Iteration 8Q (79008.260000 sec): 3 clusters
  Score: Raw -2907452.026347 + Penalty 3321.492108 = -2904130.534239
  nChanged 458
		SP:Iteration 9Q (79008.550000 sec): 3 clusters
  Score: Raw -2907823.457305 + Penalty 3321.492108 = -2904501.965198
  nChanged 283
		SP:Iteration 10Q (79008.870000 sec): 3 clusters
  Score: Raw -2908050.692366 + Penalty 3321.492108 = -2904729.200258
  nChanged 199
		SP:Iteration 11Q (79009.210000 sec): 3 clusters
  Score: Raw -2908190.191619 + Penalty 3321.492108 = -2904868.699511
  nChanged 128
		SP:Iteration 12Q (79009.490000 sec): 3 clusters
  Score: Raw -2908268.314779 + Penalty 3321.492108 = -2904946.822671
  nChanged 91
		SP:Iteration 13Q (79009.800000 sec): 3 clusters
  Score: Raw -2908317.340329 + Penalty 3321.492108 = -2904995.848221
  nChanged 73
		SP:Iteration 14Q (79010.170000 sec): 3 clusters
  Score: Raw -2908354.289630 + Penalty 3321.492108 = -2905032.797522
  nChanged 59
		SP:Iteration 15Q (79010.470000 sec): 3 clusters
  Score: Raw -2908386.106888 + Penalty 3321.492108 = -2905064.614780
  nChanged 41
		SP:Iteration 16Q (79010.820000 sec): 3 clusters
  Score: Raw -2908410.212304 + Penalty 3321.492108 = -2905088.720196
  nChanged 41
		SP:Iteration 17Q (79011.110000 sec): 3 clusters
  Score: Raw -2908431.032528 + Penalty 3321.492108 = -2905109.540420
  nChanged 35
		SP:Iteration 18Q (79011.420000 sec): 3 clusters
  Score: Raw -2908447.925001 + Penalty 3321.492108 = -2905126.432893
  nChanged 32
		SP:Iteration 19Q (79011.720000 sec): 3 clusters
  Score: Raw -2908464.704189 + Penalty 3321.492108 = -2905143.212081
  nChanged 30
		SP:Iteration 20F (79012.010000 sec): 3 clusters
  Score: Raw -2908478.017968 + Penalty 3321.492108 = -2905156.525860
  nChanged 25
		SP:Iteration 21Q (79012.390000 sec): 3 clusters
  Score: Raw -2908489.174979 + Penalty 3321.492108 = -2905167.682871
  nChanged 31
		SP:Iteration 22Q (79012.680000 sec): 3 clusters
  Score: Raw -2908502.954582 + Penalty 3321.492108 = -2905181.462474
  nChanged 20
		SP:Iteration 23Q (79012.960000 sec): 3 clusters
  Score: Raw -2908511.369013 + Penalty 3321.492108 = -2905189.876905
  nChanged 18
		SP:Iteration 24Q (79013.250000 sec): 3 clusters
  Score: Raw -2908519.582190 + Penalty 3321.492108 = -2905198.090082
  nChanged 21
		SP:Iteration 25Q (79013.550000 sec): 3 clusters
  Score: Raw -2908528.936987 + Penalty 3321.492108 = -2905207.444879
  nChanged 19
		SP:Iteration 26Q (79013.860000 sec): 3 clusters
  Score: Raw -2908535.667262 + Penalty 3321.492108 = -2905214.175154
  nChanged 17
		SP:Iteration 27Q (79014.200000 sec): 3 clusters
  Score: Raw -2908543.853017 + Penalty 3321.492108 = -2905222.360909
  nChanged 22
		SP:Iteration 28Q (79014.510000 sec): 3 clusters
  Score: Raw -2908553.918403 + Penalty 3321.492108 = -2905232.426296
  nChanged 21
		SP:Iteration 29Q (79014.840000 sec): 3 clusters
  Score: Raw -2908561.864315 + Penalty 3321.492108 = -2905240.372207
  nChanged 19
		SP:Iteration 30Q (79015.080000 sec): 3 clusters
  Score: Raw -2908571.295629 + Penalty 3321.492108 = -2905249.803521
  nChanged 16
		SP:Iteration 31Q (79015.410000 sec): 3 clusters
  Score: Raw -2908577.582643 + Penalty 3321.492108 = -2905256.090535
  nChanged 14
		SP:Iteration 32Q (79015.730000 sec): 3 clusters
  Score: Raw -2908583.844935 + Penalty 3321.492108 = -2905262.352827
  nChanged 10
		SP:Iteration 33Q (79016.060000 sec): 3 clusters
  Score: Raw -2908586.893340 + Penalty 3321.492108 = -2905265.401232
  nChanged 11
		SP:Iteration 34Q (79016.420000 sec): 3 clusters
  Score: Raw -2908591.126472 + Penalty 3321.492108 = -2905269.634364
  nChanged 5
		SP:Iteration 35Q (79016.740000 sec): 3 clusters
  Score: Raw -2908592.646819 + Penalty 3321.492108 = -2905271.154711
  nChanged 8
		SP:Iteration 36Q (79017.060000 sec): 3 clusters
  Score: Raw -2908594.061700 + Penalty 3321.492108 = -2905272.569592
  nChanged 5
		SP:Iteration 37Q (79017.380000 sec): 3 clusters
  Score: Raw -2908596.383322 + Penalty 3321.492108 = -2905274.891214
  nChanged 8
		SP:Iteration 38Q (79017.690000 sec): 3 clusters
  Score: Raw -2908600.733721 + Penalty 3321.492108 = -2905279.241613
  nChanged 11
		SP:Iteration 39Q (79017.990000 sec): 3 clusters
  Score: Raw -2908604.000879 + Penalty 3321.492108 = -2905282.508771
  nChanged 10
		SP:Iteration 40F (79018.350000 sec): 3 clusters
  Score: Raw -2908608.617933 + Penalty 3321.492108 = -2905287.125825
  nChanged 6
		SP:Iteration 41Q (79018.640000 sec): 3 clusters
  Score: Raw -2908610.659881 + Penalty 3321.492108 = -2905289.167773
  nChanged 6
		SP:Iteration 42Q (79018.960000 sec): 3 clusters
  Score: Raw -2908612.765509 + Penalty 3321.492108 = -2905291.273401
  nChanged 5
		SP:Iteration 43Q (79019.410000 sec): 3 clusters
  Score: Raw -2908614.098768 + Penalty 3321.492108 = -2905292.606660
  nChanged 3
		SP:Iteration 44Q (79019.740000 sec): 3 clusters
  Score: Raw -2908615.934736 + Penalty 3321.492108 = -2905294.442628
  nChanged 3
		SP:Iteration 45Q (79020.040000 sec): 3 clusters
  Score: Raw -2908616.989219 + Penalty 3321.492108 = -2905295.497111
  nChanged 2
		SP:Iteration 46Q (79020.340000 sec): 3 clusters
  Score: Raw -2908617.339011 + Penalty 3321.492108 = -2905295.846903
  nChanged 0
		SP:Iteration 47F (79020.650000 sec): 3 clusters
  Score: Raw -2908617.339011 + Penalty 3321.492108 = -2905295.846903
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79020.800000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79021.000000 sec): 3 clusters
  Score: Raw -55566.993519 + Penalty 2015.165482 = -53551.828038
  nChanged 116
		SP:Iteration 1F (79021.170000 sec): 3 clusters
  Score: Raw -55705.423606 + Penalty 2015.165482 = -53690.258125
  nChanged 33
		SP:Iteration 2F (79021.420000 sec): 3 clusters
  Score: Raw -55762.840783 + Penalty 2015.165482 = -53747.675301
  nChanged 16
		SP:Iteration 3Q (79021.610000 sec): 3 clusters
  Score: Raw -55787.863237 + Penalty 2015.165482 = -53772.697755
  nChanged 9
		SP:Iteration 4Q (79021.780000 sec): 3 clusters
  Score: Raw -55800.656126 + Penalty 2015.165482 = -53785.490645
  nChanged 3
		SP:Iteration 5Q (79022.000000 sec): 3 clusters
  Score: Raw -55804.383321 + Penalty 2015.165482 = -53789.217840
  nChanged 1
		SP:Iteration 6Q (79022.180000 sec): 3 clusters
  Score: Raw -55805.151800 + Penalty 2015.165482 = -53789.986318
  nChanged 0
		SP:Iteration 7F (79022.330000 sec): 3 clusters
  Score: Raw -55805.151800 + Penalty 2015.165482 = -53789.986318
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79022.430000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79022.630000 sec): 3 clusters
  Score: Raw -48687.714645 + Penalty 1948.846929 = -46738.867716
  nChanged 92
		SP:Iteration 1F (79022.790000 sec): 3 clusters
  Score: Raw -48833.781635 + Penalty 1948.846929 = -46884.934707
  nChanged 17
		SP:Iteration 2Q (79022.960000 sec): 3 clusters
  Score: Raw -48859.553981 + Penalty 1948.846929 = -46910.707053
  nChanged 13
		SP:Iteration 3Q (79023.140000 sec): 3 clusters
  Score: Raw -48879.740703 + Penalty 1948.846929 = -46930.893774
  nChanged 9
		SP:Iteration 4Q (79023.300000 sec): 3 clusters
  Score: Raw -48892.688282 + Penalty 1948.846929 = -46943.841353
  nChanged 2
		SP:Iteration 5Q (79023.470000 sec): 3 clusters
  Score: Raw -48898.142264 + Penalty 1948.846929 = -46949.295335
  nChanged 2
		SP:Iteration 6Q (79023.670000 sec): 3 clusters
  Score: Raw -48900.564418 + Penalty 1948.846929 = -46951.717489
  nChanged 0
		SP:Iteration 7F (79023.840000 sec): 3 clusters
  Score: Raw -48900.564418 + Penalty 1948.846929 = -46951.717489
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (330667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79025.390000 sec): 2 clusters
  Score: Raw -37580044.997737 + Penalty 2065.190905 = -37577979.806832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79027.020000 sec): 3 clusters
  Score: Raw -37358696.353913 + Penalty 4130.381809 = -37354565.972104
  nChanged 161619
		SP:Iteration 1F (79028.700000 sec): 3 clusters
  Score: Raw -37456019.397119 + Penalty 4130.381809 = -37451889.015310
  nChanged 11064
		SP:Iteration 2Q (79030.540000 sec): 3 clusters
  Score: Raw -37459187.429062 + Penalty 4130.381809 = -37455057.047253
  nChanged 12677
		SP:Iteration 3Q (79032.320000 sec): 3 clusters
  Score: Raw -37463692.452367 + Penalty 4130.381809 = -37459562.070558
  nChanged 14721
		SP:Iteration 4Q (79034.100000 sec): 3 clusters
  Score: Raw -37470124.711999 + Penalty 4130.381809 = -37465994.330189
  nChanged 17149
		SP:Iteration 5F (79035.910000 sec): 3 clusters
  Score: Raw -37479196.823639 + Penalty 4130.381809 = -37475066.441830
  nChanged 19518
		SP:Iteration 6F (79037.590000 sec): 3 clusters
  Score: Raw -37491282.425690 + Penalty 4130.381809 = -37487152.043881
  nChanged 20408
		SP:Iteration 7F (79039.190000 sec): 3 clusters
  Score: Raw -37505332.199829 + Penalty 4130.381809 = -37501201.818020
  nChanged 19389
		SP:Iteration 8F (79040.820000 sec): 3 clusters
  Score: Raw -37518796.441843 + Penalty 4130.381809 = -37514666.060033
  nChanged 16733
		SP:Iteration 9F (79042.450000 sec): 3 clusters
  Score: Raw -37529549.613395 + Penalty 4130.381809 = -37525419.231586
  nChanged 13289
		SP:Iteration 10Q (79044.140000 sec): 3 clusters
  Score: Raw -37536988.166755 + Penalty 4130.381809 = -37532857.784946
  nChanged 10577
		SP:Iteration 11Q (79045.940000 sec): 3 clusters
  Score: Raw -37542259.829306 + Penalty 4130.381809 = -37538129.447497
  nChanged 8755
		SP:Iteration 12Q (79047.600000 sec): 3 clusters
  Score: Raw -37546392.910769 + Penalty 4130.381809 = -37542262.528959
  nChanged 7872
		SP:Iteration 13Q (79049.260000 sec): 3 clusters
  Score: Raw -37550101.373083 + Penalty 4130.381809 = -37545970.991274
  nChanged 7495
		SP:Iteration 14Q (79050.980000 sec): 3 clusters
  Score: Raw -37553795.767215 + Penalty 4130.381809 = -37549665.385405
  nChanged 7135
		SP:Iteration 15Q (79052.540000 sec): 3 clusters
  Score: Raw -37557523.352407 + Penalty 4130.381809 = -37553392.970598
  nChanged 6839
		SP:Iteration 16Q (79054.040000 sec): 3 clusters
  Score: Raw -37561339.688027 + Penalty 4130.381809 = -37557209.306218
  nChanged 6317
		SP:Iteration 17Q (79055.560000 sec): 3 clusters
  Score: Raw -37565055.040720 + Penalty 4130.381809 = -37560924.658911
  nChanged 5586
		SP:Iteration 18Q (79057.010000 sec): 3 clusters
  Score: Raw -37568523.508249 + Penalty 4130.381809 = -37564393.126440
  nChanged 4870
		SP:Iteration 19Q (79058.380000 sec): 3 clusters
  Score: Raw -37571680.322936 + Penalty 4130.381809 = -37567549.941127
  nChanged 3928
		SP:Iteration 20F (79059.990000 sec): 3 clusters
  Score: Raw -37574252.519133 + Penalty 4130.381809 = -37570122.137324
  nChanged 3085
		SP:Iteration 21Q (79061.530000 sec): 3 clusters
  Score: Raw -37576256.676595 + Penalty 4130.381809 = -37572126.294786
  nChanged 2262
		SP:Iteration 22Q (79063.010000 sec): 3 clusters
  Score: Raw -37577715.696217 + Penalty 4130.381809 = -37573585.314408
  nChanged 1575
		SP:Iteration 23Q (79064.500000 sec): 3 clusters
  Score: Raw -37578690.844244 + Penalty 4130.381809 = -37574560.462435
  nChanged 1014
		SP:Iteration 24Q (79065.870000 sec): 3 clusters
  Score: Raw -37579293.492714 + Penalty 4130.381809 = -37575163.110905
  nChanged 646
		SP:Iteration 25Q (79067.340000 sec): 3 clusters
  Score: Raw -37579654.710775 + Penalty 4130.381809 = -37575524.328966
  nChanged 409
		SP:Iteration 26Q (79068.860000 sec): 3 clusters
  Score: Raw -37579871.356626 + Penalty 4130.381809 = -37575740.974817
  nChanged 291
		SP:Iteration 27Q (79070.250000 sec): 3 clusters
  Score: Raw -37580011.726336 + Penalty 4130.381809 = -37575881.344527
  nChanged 199
		SP:Iteration 28Q (79071.830000 sec): 3 clusters
  Score: Raw -37580112.770543 + Penalty 4130.381809 = -37575982.388734
  nChanged 140
		SP:Iteration 29Q (79073.240000 sec): 3 clusters
  Score: Raw -37580183.088961 + Penalty 4130.381809 = -37576052.707152
  nChanged 97
		SP:Iteration 30Q (79074.800000 sec): 3 clusters
  Score: Raw -37580233.880590 + Penalty 4130.381809 = -37576103.498781
  nChanged 69
		SP:Iteration 31Q (79076.270000 sec): 3 clusters
  Score: Raw -37580266.649657 + Penalty 4130.381809 = -37576136.267848
  nChanged 52
		SP:Iteration 32Q (79077.750000 sec): 3 clusters
  Score: Raw -37580291.871194 + Penalty 4130.381809 = -37576161.489385
  nChanged 37
		SP:Iteration 33Q (79079.190000 sec): 3 clusters
  Score: Raw -37580306.862005 + Penalty 4130.381809 = -37576176.480196
  nChanged 28
		SP:Iteration 34Q (79080.710000 sec): 3 clusters
  Score: Raw -37580316.731788 + Penalty 4130.381809 = -37576186.349979
  nChanged 23
		SP:Iteration 35Q (79082.310000 sec): 3 clusters
  Score: Raw -37580324.505362 + Penalty 4130.381809 = -37576194.123553
  nChanged 18
		SP:Iteration 36Q (79083.770000 sec): 3 clusters
  Score: Raw -37580331.622592 + Penalty 4130.381809 = -37576201.240783
  nChanged 19
		SP:Iteration 37Q (79085.200000 sec): 3 clusters
  Score: Raw -37580337.300137 + Penalty 4130.381809 = -37576206.918327
  nChanged 10
		SP:Iteration 38Q (79086.650000 sec): 3 clusters
  Score: Raw -37580340.181364 + Penalty 4130.381809 = -37576209.799555
  nChanged 8
		SP:Iteration 39Q (79088.010000 sec): 3 clusters
  Score: Raw -37580342.277995 + Penalty 4130.381809 = -37576211.896185
  nChanged 9
		SP:Iteration 40F (79089.610000 sec): 3 clusters
  Score: Raw -37580344.679649 + Penalty 4130.381809 = -37576214.297840
  nChanged 6
		SP:Iteration 41Q (79091.100000 sec): 3 clusters
  Score: Raw -37580346.751381 + Penalty 4130.381809 = -37576216.369572
  nChanged 5
		SP:Iteration 42Q (79092.520000 sec): 3 clusters
  Score: Raw -37580348.728941 + Penalty 4130.381809 = -37576218.347131
  nChanged 4
		SP:Iteration 43Q (79093.930000 sec): 3 clusters
  Score: Raw -37580350.280693 + Penalty 4130.381809 = -37576219.898884
  nChanged 2
		SP:Iteration 44Q (79095.320000 sec): 3 clusters
  Score: Raw -37580350.898776 + Penalty 4130.381809 = -37576220.516966
  nChanged 0
		SP:Iteration 45F (79096.980000 sec): 3 clusters
  Score: Raw -37580350.898776 + Penalty 4130.381809 = -37576220.516966
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (74926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79097.590000 sec): 2 clusters
  Score: Raw -8312979.774481 + Penalty 1823.941639 = -8311155.832842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79098.150000 sec): 3 clusters
  Score: Raw -8264843.890008 + Penalty 3647.883278 = -8261196.006731
  nChanged 35618
		SP:Iteration 1F (79098.710000 sec): 3 clusters
  Score: Raw -8285614.689622 + Penalty 3647.883278 = -8281966.806345
  nChanged 3325
		SP:Iteration 2Q (79099.280000 sec): 3 clusters
  Score: Raw -8286753.217001 + Penalty 3647.883278 = -8283105.333724
  nChanged 3521
		SP:Iteration 3Q (79099.880000 sec): 3 clusters
  Score: Raw -8288074.323273 + Penalty 3647.883278 = -8284426.439995
  nChanged 3823
		SP:Iteration 4F (79100.410000 sec): 3 clusters
  Score: Raw -8289670.341560 + Penalty 3647.883278 = -8286022.458283
  nChanged 4147
		SP:Iteration 5F (79100.980000 sec): 3 clusters
  Score: Raw -8291511.208408 + Penalty 3647.883278 = -8287863.325130
  nChanged 4323
		SP:Iteration 6F (79101.540000 sec): 3 clusters
  Score: Raw -8293578.633308 + Penalty 3647.883278 = -8289930.750030
  nChanged 4317
		SP:Iteration 7F (79102.230000 sec): 3 clusters
  Score: Raw -8295803.522885 + Penalty 3647.883278 = -8292155.639607
  nChanged 4219
		SP:Iteration 8F (79102.830000 sec): 3 clusters
  Score: Raw -8298224.587116 + Penalty 3647.883278 = -8294576.703838
  nChanged 4217
		SP:Iteration 9F (79103.400000 sec): 3 clusters
  Score: Raw -8300954.021492 + Penalty 3647.883278 = -8297306.138214
  nChanged 4119
		SP:Iteration 10F (79103.900000 sec): 3 clusters
  Score: Raw -8304001.685210 + Penalty 3647.883278 = -8300353.801933
  nChanged 3768
		SP:Iteration 11F (79104.460000 sec): 3 clusters
  Score: Raw -8307102.728441 + Penalty 3647.883278 = -8303454.845163
  nChanged 3012
		SP:Iteration 12Q (79105.010000 sec): 3 clusters
  Score: Raw -8309748.245358 + Penalty 3647.883278 = -8306100.362080
  nChanged 1940
		SP:Iteration 13Q (79105.600000 sec): 3 clusters
  Score: Raw -8311569.938234 + Penalty 3647.883278 = -8307922.054957
  nChanged 1082
		SP:Iteration 14Q (79106.110000 sec): 3 clusters
  Score: Raw -8312702.052155 + Penalty 3647.883278 = -8309054.168878
  nChanged 551
		SP:Iteration 15Q (79106.680000 sec): 3 clusters
  Score: Raw -8313274.423124 + Penalty 3647.883278 = -8309626.539847
  nChanged 319
		SP:Iteration 16Q (79107.230000 sec): 3 clusters
  Score: Raw -8313585.923431 + Penalty 3647.883278 = -8309938.040154
  nChanged 210
		SP:Iteration 17Q (79107.750000 sec): 3 clusters
  Score: Raw -8313753.395439 + Penalty 3647.883278 = -8310105.512161
  nChanged 130
		SP:Iteration 18Q (79108.280000 sec): 3 clusters
  Score: Raw -8313847.184078 + Penalty 3647.883278 = -8310199.300800
  nChanged 84
		SP:Iteration 19Q (79108.800000 sec): 3 clusters
  Score: Raw -8313885.931183 + Penalty 3647.883278 = -8310238.047906
  nChanged 43
		SP:Iteration 20F (79109.330000 sec): 3 clusters
  Score: Raw -8313900.837212 + Penalty 3647.883278 = -8310252.953935
  nChanged 25
		SP:Iteration 21Q (79109.830000 sec): 3 clusters
  Score: Raw -8313909.330692 + Penalty 3647.883278 = -8310261.447414
  nChanged 23
		SP:Iteration 22Q (79110.360000 sec): 3 clusters
  Score: Raw -8313915.777936 + Penalty 3647.883278 = -8310267.894658
  nChanged 15
		SP:Iteration 23Q (79110.910000 sec): 3 clusters
  Score: Raw -8313920.805181 + Penalty 3647.883278 = -8310272.921904
  nChanged 15
		SP:Iteration 24Q (79111.440000 sec): 3 clusters
  Score: Raw -8313924.315559 + Penalty 3647.883278 = -8310276.432281
  nChanged 7
		SP:Iteration 25Q (79111.980000 sec): 3 clusters
  Score: Raw -8313925.572938 + Penalty 3647.883278 = -8310277.689660
  nChanged 5
		SP:Iteration 26Q (79112.550000 sec): 3 clusters
  Score: Raw -8313926.723617 + Penalty 3647.883278 = -8310278.840340
  nChanged 3
		SP:Iteration 27Q (79113.060000 sec): 3 clusters
  Score: Raw -8313927.459566 + Penalty 3647.883278 = -8310279.576289
  nChanged 2
		SP:Iteration 28Q (79113.570000 sec): 3 clusters
  Score: Raw -8313927.915972 + Penalty 3647.883278 = -8310280.032694
  nChanged 1
		SP:Iteration 29Q (79114.100000 sec): 3 clusters
  Score: Raw -8313927.973898 + Penalty 3647.883278 = -8310280.090621
  nChanged 0
		SP:Iteration 30F (79114.590000 sec): 3 clusters
  Score: Raw -8313927.973898 + Penalty 3647.883278 = -8310280.090621
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79114.710000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79114.880000 sec): 3 clusters
  Score: Raw -52473.782733 + Penalty 1991.941318 = -50481.841414
  nChanged 103
		SP:Iteration 1F (79115.090000 sec): 3 clusters
  Score: Raw -52641.604742 + Penalty 1991.941318 = -50649.663423
  nChanged 28
		SP:Iteration 2F (79115.250000 sec): 3 clusters
  Score: Raw -52723.627459 + Penalty 1991.941318 = -50731.686141
  nChanged 21
		SP:Iteration 3Q (79115.470000 sec): 3 clusters
  Score: Raw -52780.457028 + Penalty 1991.941318 = -50788.515710
  nChanged 9
		SP:Iteration 4Q (79115.650000 sec): 3 clusters
  Score: Raw -52797.150526 + Penalty 1991.941318 = -50805.209208
  nChanged 4
		SP:Iteration 5Q (79115.830000 sec): 3 clusters
  Score: Raw -52804.209908 + Penalty 1991.941318 = -50812.268590
  nChanged 2
		SP:Iteration 6Q (79116.000000 sec): 3 clusters
  Score: Raw -52808.340769 + Penalty 1991.941318 = -50816.399450
  nChanged 3
		SP:Iteration 7Q (79116.210000 sec): 3 clusters
  Score: Raw -52812.641512 + Penalty 1991.941318 = -50820.700194
  nChanged 2
		SP:Iteration 8Q (79116.360000 sec): 3 clusters
  Score: Raw -52814.197598 + Penalty 1991.941318 = -50822.256279
  nChanged 1
		SP:Iteration 9Q (79116.550000 sec): 3 clusters
  Score: Raw -52815.210925 + Penalty 1991.941318 = -50823.269607
  nChanged 0
		SP:Iteration 10F (79116.740000 sec): 3 clusters
  Score: Raw -52815.210925 + Penalty 1991.941318 = -50823.269607
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79116.830000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79117.030000 sec): 3 clusters
  Score: Raw -29130.152947 + Penalty 1844.944986 = -27285.207961
  nChanged 48
		SP:Iteration 1F (79117.200000 sec): 3 clusters
  Score: Raw -29255.906657 + Penalty 1844.944986 = -27410.961671
  nChanged 12
		SP:Iteration 2Q (79117.380000 sec): 3 clusters
  Score: Raw -29315.245463 + Penalty 1844.944986 = -27470.300478
  nChanged 8
		SP:Iteration 3Q (79117.560000 sec): 3 clusters
  Score: Raw -29350.097217 + Penalty 1844.944986 = -27505.152231
  nChanged 4
		SP:Iteration 4Q (79117.760000 sec): 3 clusters
  Score: Raw -29360.352589 + Penalty 1844.944986 = -27515.407603
  nChanged 2
		SP:Iteration 5Q (79117.940000 sec): 3 clusters
  Score: Raw -29362.587880 + Penalty 1844.944986 = -27517.642894
  nChanged 0
		SP:Iteration 6F (79118.130000 sec): 3 clusters
  Score: Raw -29362.587880 + Penalty 1844.944986 = -27517.642894
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79118.220000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79118.410000 sec): 3 clusters
  Score: Raw -12539.049479 + Penalty 1653.468809 = -10885.580670
  nChanged 27
		SP:Iteration 1F (79118.600000 sec): 3 clusters
  Score: Raw -12624.891745 + Penalty 1653.468809 = -10971.422936
  nChanged 7
		SP:Iteration 2Q (79118.780000 sec): 3 clusters
  Score: Raw -12651.560667 + Penalty 1653.468809 = -10998.091858
  nChanged 3
		SP:Iteration 3Q (79118.940000 sec): 3 clusters
  Score: Raw -12664.799258 + Penalty 1653.468809 = -11011.330449
  nChanged 2
		SP:Iteration 4Q (79119.160000 sec): 3 clusters
  Score: Raw -12675.168589 + Penalty 1653.468809 = -11021.699780
  nChanged 3
		SP:Iteration 5Q (79119.350000 sec): 3 clusters
  Score: Raw -12684.460829 + Penalty 1653.468809 = -11030.992020
  nChanged 1
		SP:Iteration 6Q (79119.510000 sec): 3 clusters
  Score: Raw -12692.591061 + Penalty 1653.468809 = -11039.122253
  nChanged 2
		SP:Iteration 7Q (79119.660000 sec): 3 clusters
  Score: Raw -12706.223159 + Penalty 1653.468809 = -11052.754350
  nChanged 1
		SP:Iteration 8Q (79119.800000 sec): 3 clusters
  Score: Raw -12711.699730 + Penalty 1653.468809 = -11058.230921
  nChanged 0
		SP:Iteration 9F (79119.950000 sec): 3 clusters
  Score: Raw -12711.699730 + Penalty 1653.468809 = -11058.230921
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79120.050000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79120.190000 sec): 3 clusters
  Score: Raw -61390.730448 + Penalty 2044.759970 = -59345.970478
  nChanged 143
		SP:Iteration 1F (79120.430000 sec): 3 clusters
  Score: Raw -61605.469480 + Penalty 2044.759970 = -59560.709510
  nChanged 43
		SP:Iteration 2F (79120.570000 sec): 3 clusters
  Score: Raw -61679.502313 + Penalty 2044.759970 = -59634.742343
  nChanged 42
		SP:Iteration 3F (79120.710000 sec): 3 clusters
  Score: Raw -61766.989717 + Penalty 2044.759970 = -59722.229747
  nChanged 38
		SP:Iteration 4F (79120.860000 sec): 3 clusters
  Score: Raw -61857.184212 + Penalty 2044.759970 = -59812.424242
  nChanged 28
		SP:Iteration 5F (79121.000000 sec): 3 clusters
  Score: Raw -61912.856128 + Penalty 2044.759970 = -59868.096157
  nChanged 13
		SP:Iteration 6Q (79121.140000 sec): 3 clusters
  Score: Raw -61949.966239 + Penalty 2044.759970 = -59905.206269
  nChanged 7
		SP:Iteration 7Q (79121.330000 sec): 3 clusters
  Score: Raw -61969.343260 + Penalty 2044.759970 = -59924.583290
  nChanged 5
		SP:Iteration 8Q (79121.480000 sec): 3 clusters
  Score: Raw -61982.098312 + Penalty 2044.759970 = -59937.338342
  nChanged 5
		SP:Iteration 9Q (79121.620000 sec): 3 clusters
  Score: Raw -61992.811302 + Penalty 2044.759970 = -59948.051331
  nChanged 3
		SP:Iteration 10Q (79121.770000 sec): 3 clusters
  Score: Raw -62002.953892 + Penalty 2044.759970 = -59958.193921
  nChanged 3
		SP:Iteration 11Q (79121.960000 sec): 3 clusters
  Score: Raw -62012.204692 + Penalty 2044.759970 = -59967.444722
  nChanged 2
		SP:Iteration 12Q (79122.110000 sec): 3 clusters
  Score: Raw -62019.564796 + Penalty 2044.759970 = -59974.804826
  nChanged 1
		SP:Iteration 13Q (79122.250000 sec): 3 clusters
  Score: Raw -62022.858862 + Penalty 2044.759970 = -59978.098892
  nChanged 2
		SP:Iteration 14Q (79122.400000 sec): 3 clusters
  Score: Raw -62025.255227 + Penalty 2044.759970 = -59980.495257
  nChanged 0
		SP:Iteration 15F (79122.590000 sec): 3 clusters
  Score: Raw -62025.255227 + Penalty 2044.759970 = -59980.495257
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79122.670000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79122.810000 sec): 3 clusters
  Score: Raw -19310.242683 + Penalty 1726.791943 = -17583.450740
  nChanged 23
		SP:Iteration 1F (79122.960000 sec): 3 clusters
  Score: Raw -19376.785826 + Penalty 1726.791943 = -17649.993882
  nChanged 2
		SP:Iteration 2Q (79123.110000 sec): 3 clusters
  Score: Raw -19384.981406 + Penalty 1726.791943 = -17658.189463
  nChanged 1
		SP:Iteration 3Q (79123.300000 sec): 3 clusters
  Score: Raw -19387.216467 + Penalty 1726.791943 = -17660.424523
  nChanged 2
		SP:Iteration 4Q (79123.440000 sec): 3 clusters
  Score: Raw -19392.162159 + Penalty 1726.791943 = -17665.370215
  nChanged 0
		SP:Iteration 5F (79123.580000 sec): 3 clusters
  Score: Raw -19392.162159 + Penalty 1726.791943 = -17665.370215
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (7295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79123.740000 sec): 2 clusters
  Score: Raw -797037.263012 + Penalty 1445.428475 = -795591.834537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79123.930000 sec): 3 clusters
  Score: Raw -792935.992792 + Penalty 2890.856950 = -790045.135843
  nChanged 3126
		SP:Iteration 1F (79124.150000 sec): 3 clusters
  Score: Raw -794673.358456 + Penalty 2890.856950 = -791782.501506
  nChanged 447
		SP:Iteration 2F (79124.340000 sec): 3 clusters
  Score: Raw -794896.561679 + Penalty 2890.856950 = -792005.704730
  nChanged 392
		SP:Iteration 3F (79124.510000 sec): 3 clusters
  Score: Raw -795122.963604 + Penalty 2890.856950 = -792232.106654
  nChanged 366
		SP:Iteration 4F (79124.700000 sec): 3 clusters
  Score: Raw -795339.894299 + Penalty 2890.856950 = -792449.037349
  nChanged 351
		SP:Iteration 5Q (79124.900000 sec): 3 clusters
  Score: Raw -795572.933839 + Penalty 2890.856950 = -792682.076890
  nChanged 369
		SP:Iteration 6F (79125.130000 sec): 3 clusters
  Score: Raw -795856.609283 + Penalty 2890.856950 = -792965.752333
  nChanged 387
		SP:Iteration 7F (79125.340000 sec): 3 clusters
  Score: Raw -796118.648787 + Penalty 2890.856950 = -793227.791838
  nChanged 355
		SP:Iteration 8Q (79125.540000 sec): 3 clusters
  Score: Raw -796334.632836 + Penalty 2890.856950 = -793443.775886
  nChanged 330
		SP:Iteration 9Q (79125.740000 sec): 3 clusters
  Score: Raw -796518.551945 + Penalty 2890.856950 = -793627.694995
  nChanged 286
		SP:Iteration 10Q (79125.940000 sec): 3 clusters
  Score: Raw -796676.711471 + Penalty 2890.856950 = -793785.854521
  nChanged 228
		SP:Iteration 11Q (79126.180000 sec): 3 clusters
  Score: Raw -796803.672881 + Penalty 2890.856950 = -793912.815931
  nChanged 204
		SP:Iteration 12Q (79126.390000 sec): 3 clusters
  Score: Raw -796912.747699 + Penalty 2890.856950 = -794021.890749
  nChanged 182
		SP:Iteration 13Q (79126.580000 sec): 3 clusters
  Score: Raw -796983.720344 + Penalty 2890.856950 = -794092.863394
  nChanged 121
		SP:Iteration 14Q (79126.800000 sec): 3 clusters
  Score: Raw -797023.369291 + Penalty 2890.856950 = -794132.512341
  nChanged 93
		SP:Iteration 15Q (79127.030000 sec): 3 clusters
  Score: Raw -797050.679349 + Penalty 2890.856950 = -794159.822399
  nChanged 80
		SP:Iteration 16Q (79127.260000 sec): 3 clusters
  Score: Raw -797070.523372 + Penalty 2890.856950 = -794179.666422
  nChanged 45
		SP:Iteration 17Q (79127.450000 sec): 3 clusters
  Score: Raw -797079.078131 + Penalty 2890.856950 = -794188.221181
  nChanged 40
		SP:Iteration 18Q (79127.660000 sec): 3 clusters
  Score: Raw -797088.008100 + Penalty 2890.856950 = -794197.151150
  nChanged 34
		SP:Iteration 19Q (79127.870000 sec): 3 clusters
  Score: Raw -797095.303759 + Penalty 2890.856950 = -794204.446809
  nChanged 28
		SP:Iteration 20F (79128.070000 sec): 3 clusters
  Score: Raw -797100.931414 + Penalty 2890.856950 = -794210.074464
  nChanged 25
		SP:Iteration 21Q (79128.310000 sec): 3 clusters
  Score: Raw -797105.896517 + Penalty 2890.856950 = -794215.039567
  nChanged 16
		SP:Iteration 22Q (79128.520000 sec): 3 clusters
  Score: Raw -797108.721521 + Penalty 2890.856950 = -794217.864571
  nChanged 14
		SP:Iteration 23Q (79128.730000 sec): 3 clusters
  Score: Raw -797111.300957 + Penalty 2890.856950 = -794220.444008
  nChanged 12
		SP:Iteration 24Q (79128.930000 sec): 3 clusters
  Score: Raw -797113.401661 + Penalty 2890.856950 = -794222.544712
  nChanged 16
		SP:Iteration 25Q (79129.200000 sec): 3 clusters
  Score: Raw -797115.853875 + Penalty 2890.856950 = -794224.996926
  nChanged 10
		SP:Iteration 26Q (79129.410000 sec): 3 clusters
  Score: Raw -797117.578619 + Penalty 2890.856950 = -794226.721670
  nChanged 18
		SP:Iteration 27Q (79129.620000 sec): 3 clusters
  Score: Raw -797120.667236 + Penalty 2890.856950 = -794229.810286
  nChanged 10
		SP:Iteration 28Q (79129.840000 sec): 3 clusters
  Score: Raw -797123.068015 + Penalty 2890.856950 = -794232.211065
  nChanged 15
		SP:Iteration 29Q (79130.080000 sec): 3 clusters
  Score: Raw -797125.650001 + Penalty 2890.856950 = -794234.793052
  nChanged 10
		SP:Iteration 30Q (79130.260000 sec): 3 clusters
  Score: Raw -797127.280237 + Penalty 2890.856950 = -794236.423287
  nChanged 6
		SP:Iteration 31Q (79130.520000 sec): 3 clusters
  Score: Raw -797127.798295 + Penalty 2890.856950 = -794236.941345
  nChanged 3
		SP:Iteration 32Q (79130.710000 sec): 3 clusters
  Score: Raw -797128.257429 + Penalty 2890.856950 = -794237.400479
  nChanged 3
		SP:Iteration 33Q (79130.970000 sec): 3 clusters
  Score: Raw -797128.645264 + Penalty 2890.856950 = -794237.788314
  nChanged 4
		SP:Iteration 34Q (79131.190000 sec): 3 clusters
  Score: Raw -797129.236744 + Penalty 2890.856950 = -794238.379794
  nChanged 5
		SP:Iteration 35Q (79131.390000 sec): 3 clusters
  Score: Raw -797129.864018 + Penalty 2890.856950 = -794239.007068
  nChanged 4
		SP:Iteration 36Q (79131.630000 sec): 3 clusters
  Score: Raw -797130.473937 + Penalty 2890.856950 = -794239.616987
  nChanged 4
		SP:Iteration 37Q (79131.880000 sec): 3 clusters
  Score: Raw -797130.969266 + Penalty 2890.856950 = -794240.112316
  nChanged 1
		SP:Iteration 38Q (79132.070000 sec): 3 clusters
  Score: Raw -797131.016993 + Penalty 2890.856950 = -794240.160043
  nChanged 1
		SP:Iteration 39Q (79132.290000 sec): 3 clusters
  Score: Raw -797131.048709 + Penalty 2890.856950 = -794240.191759
  nChanged 0
		SP:Iteration 40F (79132.540000 sec): 3 clusters
  Score: Raw -797131.048709 + Penalty 2890.856950 = -794240.191759
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (79132.630000 sec): 2 clusters
  Score: Raw -53557.013079 + Penalty 996.324305 = -52560.688774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (79132.830000 sec): 3 clusters
  Score: Raw -53485.705364 + Penalty 1992.648609 = -51493.056755
  nChanged 107
		SP:Iteration 1F (79133.010000 sec): 3 clusters
  Score: Raw -53647.682607 + Penalty 1992.648609 = -51655.033998
  nChanged 33
		SP:Iteration 2F (79133.160000 sec): 3 clusters
  Score: Raw -53721.836042 + Penalty 1992.648609 = -51729.187433
  nChanged 26
		SP:Iteration 3F (79133.340000 sec): 3 clusters
  Score: Raw -53792.907541 + Penalty 1992.648609 = -51800.258932
  nChanged 14
		SP:Iteration 4Q (79133.530000 sec): 3 clusters
  Score: Raw -53844.007239 + Penalty 1992.648609 = -51851.358630
  nChanged 10
		SP:Iteration 5Q (79133.730000 sec): 3 clusters
  Score: Raw -53927.475130 + Penalty 1992.648609 = -51934.826521
  nChanged 13
		SP:Iteration 6Q (79133.890000 sec): 3 clusters
  Score: Raw -54049.448941 + Penalty 1992.648609 = -52056.800332
  nChanged 20
		SP:Iteration 7Q (79134.050000 sec): 3 clusters
  Score: Raw -54084.119992 + Penalty 1992.648609 = -52091.471383
  nChanged 15
		SP:Iteration 8Q (79134.260000 sec): 3 clusters
  Score: Raw -54104.843617 + Penalty 1992.648609 = -52112.195007
  nChanged 8
		SP:Iteration 9Q (79134.430000 sec): 3 clusters
  Score: Raw -54120.361839 + Penalty 1992.648609 = -52127.713230
  nChanged 13
		SP:Iteration 10Q (79134.580000 sec): 3 clusters
  Score: Raw -54146.373092 + Penalty 1992.648609 = -52153.724483
  nChanged 11
		SP:Iteration 11Q (79134.740000 sec): 3 clusters
  Score: Raw -54170.843119 + Penalty 1992.648609 = -52178.194510
  nChanged 12
		SP:Iteration 12Q (79134.930000 sec): 3 clusters
  Score: Raw -54193.492149 + Penalty 1992.648609 = -52200.843540
  nChanged 12
		SP:Iteration 13Q (79135.120000 sec): 3 clusters
  Score: Raw -54219.907584 + Penalty 1992.648609 = -52227.258975
  nChanged 11
		SP:Iteration 14Q (79135.280000 sec): 3 clusters
  Score: Raw -54245.127815 + Penalty 1992.648609 = -52252.479206
  nChanged 14
		SP:Iteration 15Q (79135.480000 sec): 3 clusters
  Score: Raw -54270.822566 + Penalty 1992.648609 = -52278.173957
  nChanged 7
		SP:Iteration 16Q (79135.720000 sec): 3 clusters
  Score: Raw -54283.476384 + Penalty 1992.648609 = -52290.827775
  nChanged 2
		SP:Iteration 17Q (79135.880000 sec): 3 clusters
  Score: Raw -54287.944212 + Penalty 1992.648609 = -52295.295603
  nChanged 4
		SP:Iteration 18Q (79136.080000 sec): 3 clusters
  Score: Raw -54297.543173 + Penalty 1992.648609 = -52304.894564
  nChanged 3
		SP:Iteration 19Q (79136.250000 sec): 3 clusters
  Score: Raw -54307.486854 + Penalty 1992.648609 = -52314.838245
  nChanged 1
		SP:Iteration 20F (79136.450000 sec): 3 clusters
  Score: Raw -54310.876185 + Penalty 1992.648609 = -52318.227575
  nChanged 1
		SP:Iteration 21Q (79136.680000 sec): 3 clusters
  Score: Raw -54314.604063 + Penalty 1992.648609 = -52321.955454
  nChanged 1
		SP:Iteration 22Q (79136.850000 sec): 3 clusters
  Score: Raw -54317.218760 + Penalty 1992.648609 = -52324.570151
  nChanged 2
		SP:Iteration 23Q (79137.020000 sec): 3 clusters
  Score: Raw -54321.587339 + Penalty 1992.648609 = -52328.938730
  nChanged 0
		SP:Iteration 24F (79137.160000 sec): 3 clusters
  Score: Raw -54321.587339 + Penalty 1992.648609 = -52328.938730
  nChanged 0
Iteration 339Q (79233.950000 sec): 62 clusters
  Score: Raw -169120671.065186 + Penalty 141307.498031 = -168979363.567154
  nChanged 256
Iteration 340F (79393.940000 sec): 62 clusters
  Score: Raw -169120679.053708 + Penalty 141307.498031 = -168979371.555677
  nChanged 225
Iteration 341Q (79490.060000 sec): 62 clusters
  Score: Raw -169120684.664472 + Penalty 141307.498031 = -168979377.166441
  nChanged 224
Iteration 342Q (79585.580000 sec): 62 clusters
  Score: Raw -169120690.161064 + Penalty 141307.498031 = -168979382.663033
  nChanged 227
Iteration 343Q (79680.350000 sec): 62 clusters
  Score: Raw -169120694.791499 + Penalty 141307.498031 = -168979387.293468
  nChanged 233
Iteration 344Q (79785.580000 sec): 62 clusters
  Score: Raw -169120699.237753 + Penalty 141307.498031 = -168979391.739722
  nChanged 225
Iteration 345Q (79872.110000 sec): 62 clusters
  Score: Raw -169120703.279320 + Penalty 141307.498031 = -168979395.781288
  nChanged 225
Iteration 346Q (79961.250000 sec): 62 clusters
  Score: Raw -169120707.888510 + Penalty 141307.498031 = -168979400.390479
  nChanged 228
Iteration 347Q (80055.130000 sec): 62 clusters
  Score: Raw -169120712.324357 + Penalty 141307.498031 = -168979404.826326
  nChanged 222
Iteration 348Q (80156.490000 sec): 62 clusters
  Score: Raw -169120716.298690 + Penalty 141307.498031 = -168979408.800659
  nChanged 219
Iteration 349Q (80258.530000 sec): 62 clusters
  Score: Raw -169120720.621484 + Penalty 141307.498031 = -168979413.123453
  nChanged 229
Iteration 350Q (80348.580000 sec): 62 clusters
  Score: Raw -169120724.966919 + Penalty 141307.498031 = -168979417.468888
  nChanged 237
Iteration 351Q (80438.820000 sec): 62 clusters
  Score: Raw -169120729.601101 + Penalty 141307.498031 = -168979422.103070
  nChanged 227
Iteration 352Q (80531.310000 sec): 62 clusters
  Score: Raw -169120733.765378 + Penalty 141307.498031 = -168979426.267346
  nChanged 221
Iteration 353Q (80620.500000 sec): 62 clusters
  Score: Raw -169120738.024841 + Penalty 141307.498031 = -168979430.526809
  nChanged 210
Iteration 354Q (80705.880000 sec): 62 clusters
  Score: Raw -169120742.071608 + Penalty 141307.498031 = -168979434.573577
  nChanged 226
Iteration 355Q (80803.230000 sec): 62 clusters
  Score: Raw -169120746.072958 + Penalty 141307.498031 = -168979438.574927
  nChanged 198
Iteration 356Q (80892.920000 sec): 62 clusters
  Score: Raw -169120749.500759 + Penalty 141307.498031 = -168979442.002727
  nChanged 179
Iteration 357Q (80988.360000 sec): 62 clusters
  Score: Raw -169120752.725847 + Penalty 141307.498031 = -168979445.227816
  nChanged 190
Iteration 358Q (81087.470000 sec): 62 clusters
  Score: Raw -169120756.284104 + Penalty 141307.498031 = -168979448.786073
  nChanged 201
Iteration 359Q (81184.120000 sec): 62 clusters
  Score: Raw -169120759.651170 + Penalty 141307.498031 = -168979452.153139
  nChanged 207
Iteration 360F (81347.240000 sec): 62 clusters
  Score: Raw -169120763.339243 + Penalty 141307.498031 = -168979455.841212
  nChanged 220
Iteration 361Q (81446.120000 sec): 62 clusters
  Score: Raw -169120767.242587 + Penalty 141307.498031 = -168979459.744556
  nChanged 239
Iteration 362Q (81550.150000 sec): 62 clusters
  Score: Raw -169120771.279526 + Penalty 141307.498031 = -168979463.781495
  nChanged 217
Iteration 363Q (81648.410000 sec): 62 clusters
  Score: Raw -169120775.318153 + Penalty 141307.498031 = -168979467.820122
  nChanged 259
Iteration 364Q (81743.160000 sec): 62 clusters
  Score: Raw -169120779.727436 + Penalty 141307.498031 = -168979472.229404
  nChanged 238
Iteration 365Q (81829.360000 sec): 62 clusters
  Score: Raw -169120783.691283 + Penalty 141307.498031 = -168979476.193252
  nChanged 226
Iteration 366Q (81917.780000 sec): 62 clusters
  Score: Raw -169120787.731218 + Penalty 141307.498031 = -168979480.233187
  nChanged 232
Iteration 367Q (82002.390000 sec): 62 clusters
  Score: Raw -169120792.581225 + Penalty 141307.498031 = -168979485.083194
  nChanged 227
Iteration 368Q (82086.460000 sec): 62 clusters
  Score: Raw -169120796.819454 + Penalty 141307.498031 = -168979489.321422
  nChanged 229
Iteration 369Q (82172.310000 sec): 62 clusters
  Score: Raw -169120801.265299 + Penalty 141307.498031 = -168979493.767268
  nChanged 228
Iteration 370Q (82259.820000 sec): 62 clusters
  Score: Raw -169120805.323333 + Penalty 141307.498031 = -168979497.825301
  nChanged 223
Iteration 371Q (82348.290000 sec): 62 clusters
  Score: Raw -169120809.520746 + Penalty 141307.498031 = -168979502.022715
  nChanged 229
Iteration 372Q (82443.180000 sec): 62 clusters
  Score: Raw -169120813.548456 + Penalty 141307.498031 = -168979506.050425
  nChanged 208
Iteration 373Q (82535.600000 sec): 62 clusters
  Score: Raw -169120817.088856 + Penalty 141307.498031 = -168979509.590824
  nChanged 194
Iteration 374Q (82618.460000 sec): 62 clusters
  Score: Raw -169120820.577326 + Penalty 141307.498031 = -168979513.079294
  nChanged 177
Iteration 375Q (82696.540000 sec): 62 clusters
  Score: Raw -169120824.221951 + Penalty 141307.498031 = -168979516.723920
  nChanged 185
Iteration 376Q (82781.110000 sec): 62 clusters
  Score: Raw -169120828.001409 + Penalty 141307.498031 = -168979520.503378
  nChanged 172
Iteration 377Q (82878.290000 sec): 62 clusters
  Score: Raw -169120831.309699 + Penalty 141307.498031 = -168979523.811667
  nChanged 178
Iteration 378Q (82976.690000 sec): 62 clusters
  Score: Raw -169120834.869350 + Penalty 141307.498031 = -168979527.371318
  nChanged 166
Writing temp clu file 
Because OldScore, -168979523.811667, is greater than current (better) Score,-168979527.371318 
 Compute initial score before splitting:   Score: Raw -169120834.869350 + Penalty 141307.498031 = -168979527.371318
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (19211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82977.260000 sec): 2 clusters
  Score: Raw -2246244.250189 + Penalty 1602.776225 = -2244641.473964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82977.520000 sec): 3 clusters
  Score: Raw -2234711.925118 + Penalty 3205.552451 = -2231506.372667
  nChanged 8651
		SP:Iteration 1F (82977.800000 sec): 3 clusters
  Score: Raw -2239621.106759 + Penalty 3205.552451 = -2236415.554309
  nChanged 1229
		SP:Iteration 2F (82978.060000 sec): 3 clusters
  Score: Raw -2240355.895299 + Penalty 3205.552451 = -2237150.342848
  nChanged 1367
		SP:Iteration 3F (82978.400000 sec): 3 clusters
  Score: Raw -2241324.928738 + Penalty 3205.552451 = -2238119.376287
  nChanged 1474
		SP:Iteration 4F (82978.650000 sec): 3 clusters
  Score: Raw -2242414.383662 + Penalty 3205.552451 = -2239208.831211
  nChanged 1382
		SP:Iteration 5F (82978.910000 sec): 3 clusters
  Score: Raw -2243339.099000 + Penalty 3205.552451 = -2240133.546549
  nChanged 1114
		SP:Iteration 6F (82979.210000 sec): 3 clusters
  Score: Raw -2243959.344524 + Penalty 3205.552451 = -2240753.792073
  nChanged 896
		SP:Iteration 7Q (82979.480000 sec): 3 clusters
  Score: Raw -2244416.703970 + Penalty 3205.552451 = -2241211.151519
  nChanged 708
		SP:Iteration 8Q (82979.740000 sec): 3 clusters
  Score: Raw -2244717.785783 + Penalty 3205.552451 = -2241512.233332
  nChanged 538
		SP:Iteration 9Q (82980.000000 sec): 3 clusters
  Score: Raw -2244919.022017 + Penalty 3205.552451 = -2241713.469566
  nChanged 453
		SP:Iteration 10Q (82980.240000 sec): 3 clusters
  Score: Raw -2245077.833222 + Penalty 3205.552451 = -2241872.280771
  nChanged 378
		SP:Iteration 11Q (82980.500000 sec): 3 clusters
  Score: Raw -2245195.428482 + Penalty 3205.552451 = -2241989.876031
  nChanged 324
		SP:Iteration 12Q (82980.740000 sec): 3 clusters
  Score: Raw -2245287.415786 + Penalty 3205.552451 = -2242081.863335
  nChanged 265
		SP:Iteration 13Q (82981.020000 sec): 3 clusters
  Score: Raw -2245362.936416 + Penalty 3205.552451 = -2242157.383965
  nChanged 254
		SP:Iteration 14Q (82981.360000 sec): 3 clusters
  Score: Raw -2245422.514140 + Penalty 3205.552451 = -2242216.961689
  nChanged 216
		SP:Iteration 15Q (82981.630000 sec): 3 clusters
  Score: Raw -2245472.437146 + Penalty 3205.552451 = -2242266.884695
  nChanged 180
		SP:Iteration 16Q (82981.880000 sec): 3 clusters
  Score: Raw -2245509.149547 + Penalty 3205.552451 = -2242303.597096
  nChanged 160
		SP:Iteration 17Q (82982.200000 sec): 3 clusters
  Score: Raw -2245541.047192 + Penalty 3205.552451 = -2242335.494742
  nChanged 165
		SP:Iteration 18Q (82982.500000 sec): 3 clusters
  Score: Raw -2245568.196515 + Penalty 3205.552451 = -2242362.644064
  nChanged 137
		SP:Iteration 19Q (82982.790000 sec): 3 clusters
  Score: Raw -2245586.372445 + Penalty 3205.552451 = -2242380.819994
  nChanged 108
		SP:Iteration 20F (82983.020000 sec): 3 clusters
  Score: Raw -2245600.794318 + Penalty 3205.552451 = -2242395.241867
  nChanged 93
		SP:Iteration 21Q (82983.340000 sec): 3 clusters
  Score: Raw -2245612.211906 + Penalty 3205.552451 = -2242406.659455
  nChanged 85
		SP:Iteration 22Q (82983.690000 sec): 3 clusters
  Score: Raw -2245620.845539 + Penalty 3205.552451 = -2242415.293088
  nChanged 68
		SP:Iteration 23Q (82983.940000 sec): 3 clusters
  Score: Raw -2245626.867557 + Penalty 3205.552451 = -2242421.315106
  nChanged 45
		SP:Iteration 24Q (82984.220000 sec): 3 clusters
  Score: Raw -2245630.473773 + Penalty 3205.552451 = -2242424.921322
  nChanged 42
		SP:Iteration 25Q (82984.520000 sec): 3 clusters
  Score: Raw -2245633.745531 + Penalty 3205.552451 = -2242428.193080
  nChanged 34
		SP:Iteration 26Q (82984.800000 sec): 3 clusters
  Score: Raw -2245636.297084 + Penalty 3205.552451 = -2242430.744634
  nChanged 33
		SP:Iteration 27Q (82985.070000 sec): 3 clusters
  Score: Raw -2245639.567480 + Penalty 3205.552451 = -2242434.015029
  nChanged 33
		SP:Iteration 28Q (82985.350000 sec): 3 clusters
  Score: Raw -2245642.382377 + Penalty 3205.552451 = -2242436.829926
  nChanged 32
		SP:Iteration 29Q (82985.600000 sec): 3 clusters
  Score: Raw -2245645.454312 + Penalty 3205.552451 = -2242439.901861
  nChanged 35
		SP:Iteration 30Q (82985.890000 sec): 3 clusters
  Score: Raw -2245648.304151 + Penalty 3205.552451 = -2242442.751700
  nChanged 27
		SP:Iteration 31Q (82986.140000 sec): 3 clusters
  Score: Raw -2245650.587526 + Penalty 3205.552451 = -2242445.035075
  nChanged 25
		SP:Iteration 32Q (82986.430000 sec): 3 clusters
  Score: Raw -2245652.519915 + Penalty 3205.552451 = -2242446.967464
  nChanged 29
		SP:Iteration 33Q (82986.680000 sec): 3 clusters
  Score: Raw -2245654.532266 + Penalty 3205.552451 = -2242448.979815
  nChanged 29
		SP:Iteration 34Q (82986.960000 sec): 3 clusters
  Score: Raw -2245657.176274 + Penalty 3205.552451 = -2242451.623824
  nChanged 21
		SP:Iteration 35Q (82987.220000 sec): 3 clusters
  Score: Raw -2245658.551802 + Penalty 3205.552451 = -2242452.999351
  nChanged 16
		SP:Iteration 36Q (82987.480000 sec): 3 clusters
  Score: Raw -2245659.653925 + Penalty 3205.552451 = -2242454.101474
  nChanged 13
		SP:Iteration 37Q (82987.740000 sec): 3 clusters
  Score: Raw -2245660.748620 + Penalty 3205.552451 = -2242455.196169
  nChanged 14
		SP:Iteration 38Q (82987.970000 sec): 3 clusters
  Score: Raw -2245661.540856 + Penalty 3205.552451 = -2242455.988405
  nChanged 9
		SP:Iteration 39Q (82988.250000 sec): 3 clusters
  Score: Raw -2245662.020276 + Penalty 3205.552451 = -2242456.467825
  nChanged 14
		SP:Iteration 40F (82988.490000 sec): 3 clusters
  Score: Raw -2245662.841372 + Penalty 3205.552451 = -2242457.288921
  nChanged 17
		SP:Iteration 41Q (82988.760000 sec): 3 clusters
  Score: Raw -2245664.057558 + Penalty 3205.552451 = -2242458.505107
  nChanged 18
		SP:Iteration 42Q (82989.060000 sec): 3 clusters
  Score: Raw -2245665.816976 + Penalty 3205.552451 = -2242460.264525
  nChanged 22
		SP:Iteration 43Q (82989.330000 sec): 3 clusters
  Score: Raw -2245667.467444 + Penalty 3205.552451 = -2242461.914993
  nChanged 17
		SP:Iteration 44Q (82989.620000 sec): 3 clusters
  Score: Raw -2245668.510278 + Penalty 3205.552451 = -2242462.957827
  nChanged 14
		SP:Iteration 45Q (82989.840000 sec): 3 clusters
  Score: Raw -2245669.494466 + Penalty 3205.552451 = -2242463.942015
  nChanged 18
		SP:Iteration 46Q (82990.120000 sec): 3 clusters
  Score: Raw -2245670.930449 + Penalty 3205.552451 = -2242465.377998
  nChanged 12
		SP:Iteration 47Q (82990.430000 sec): 3 clusters
  Score: Raw -2245671.600706 + Penalty 3205.552451 = -2242466.048255
  nChanged 17
		SP:Iteration 48Q (82990.720000 sec): 3 clusters
  Score: Raw -2245672.596105 + Penalty 3205.552451 = -2242467.043654
  nChanged 9
		SP:Iteration 49Q (82990.990000 sec): 3 clusters
  Score: Raw -2245673.122456 + Penalty 3205.552451 = -2242467.570005
  nChanged 9
		SP:Iteration 50Q (82991.300000 sec): 3 clusters
  Score: Raw -2245673.461561 + Penalty 3205.552451 = -2242467.909110
  nChanged 8
		SP:Iteration 51Q (82991.540000 sec): 3 clusters
  Score: Raw -2245673.920798 + Penalty 3205.552451 = -2242468.368347
  nChanged 6
		SP:Iteration 52Q (82991.800000 sec): 3 clusters
  Score: Raw -2245674.277735 + Penalty 3205.552451 = -2242468.725284
  nChanged 5
		SP:Iteration 53Q (82992.040000 sec): 3 clusters
  Score: Raw -2245674.522282 + Penalty 3205.552451 = -2242468.969831
  nChanged 6
		SP:Iteration 54Q (82992.330000 sec): 3 clusters
  Score: Raw -2245674.911732 + Penalty 3205.552451 = -2242469.359281
  nChanged 7
		SP:Iteration 55Q (82992.570000 sec): 3 clusters
  Score: Raw -2245675.350168 + Penalty 3205.552451 = -2242469.797717
  nChanged 9
		SP:Iteration 56Q (82992.870000 sec): 3 clusters
  Score: Raw -2245675.734334 + Penalty 3205.552451 = -2242470.181883
  nChanged 6
		SP:Iteration 57Q (82993.180000 sec): 3 clusters
  Score: Raw -2245676.217999 + Penalty 3205.552451 = -2242470.665548
  nChanged 7
		SP:Iteration 58Q (82993.450000 sec): 3 clusters
  Score: Raw -2245676.770485 + Penalty 3205.552451 = -2242471.218034
  nChanged 12
		SP:Iteration 59Q (82993.730000 sec): 3 clusters
  Score: Raw -2245677.391106 + Penalty 3205.552451 = -2242471.838655
  nChanged 4
		SP:Iteration 60F (82994.000000 sec): 3 clusters
  Score: Raw -2245677.636086 + Penalty 3205.552451 = -2242472.083635
  nChanged 5
		SP:Iteration 61Q (82994.270000 sec): 3 clusters
  Score: Raw -2245677.941362 + Penalty 3205.552451 = -2242472.388911
  nChanged 9
		SP:Iteration 62Q (82994.550000 sec): 3 clusters
  Score: Raw -2245678.325724 + Penalty 3205.552451 = -2242472.773273
  nChanged 6
		SP:Iteration 63Q (82994.810000 sec): 3 clusters
  Score: Raw -2245678.660437 + Penalty 3205.552451 = -2242473.107986
  nChanged 5
		SP:Iteration 64Q (82995.070000 sec): 3 clusters
  Score: Raw -2245678.942439 + Penalty 3205.552451 = -2242473.389988
  nChanged 2
		SP:Iteration 65Q (82995.320000 sec): 3 clusters
  Score: Raw -2245679.062326 + Penalty 3205.552451 = -2242473.509875
  nChanged 3
		SP:Iteration 66Q (82995.590000 sec): 3 clusters
  Score: Raw -2245679.224180 + Penalty 3205.552451 = -2242473.671729
  nChanged 2
		SP:Iteration 67Q (82995.870000 sec): 3 clusters
  Score: Raw -2245679.306547 + Penalty 3205.552451 = -2242473.754096
  nChanged 0
		SP:Iteration 68F (82996.120000 sec): 3 clusters
  Score: Raw -2245679.306547 + Penalty 3205.552451 = -2242473.754096
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82996.210000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82996.410000 sec): 3 clusters
  Score: Raw -33276.723304 + Penalty 1878.741643 = -31397.981661
  nChanged 75
		SP:Iteration 1F (82996.570000 sec): 3 clusters
  Score: Raw -33441.366678 + Penalty 1878.741643 = -31562.625036
  nChanged 18
		SP:Iteration 2F (82996.680000 sec): 3 clusters
  Score: Raw -33490.927711 + Penalty 1878.741643 = -31612.186069
  nChanged 13
		SP:Iteration 3Q (82996.810000 sec): 3 clusters
  Score: Raw -33531.061518 + Penalty 1878.741643 = -31652.319876
  nChanged 13
		SP:Iteration 4Q (82996.950000 sec): 3 clusters
  Score: Raw -33577.171697 + Penalty 1878.741643 = -31698.430054
  nChanged 11
		SP:Iteration 5Q (82997.100000 sec): 3 clusters
  Score: Raw -33603.770652 + Penalty 1878.741643 = -31725.029010
  nChanged 10
		SP:Iteration 6Q (82997.240000 sec): 3 clusters
  Score: Raw -33639.798591 + Penalty 1878.741643 = -31761.056949
  nChanged 8
		SP:Iteration 7Q (82997.380000 sec): 3 clusters
  Score: Raw -33674.159743 + Penalty 1878.741643 = -31795.418100
  nChanged 5
		SP:Iteration 8Q (82997.530000 sec): 3 clusters
  Score: Raw -33700.857479 + Penalty 1878.741643 = -31822.115836
  nChanged 7
		SP:Iteration 9Q (82997.710000 sec): 3 clusters
  Score: Raw -33748.207445 + Penalty 1878.741643 = -31869.465802
  nChanged 5
		SP:Iteration 10Q (82997.870000 sec): 3 clusters
  Score: Raw -33818.598232 + Penalty 1878.741643 = -31939.856589
  nChanged 2
		SP:Iteration 11Q (82998.010000 sec): 3 clusters
  Score: Raw -33883.885910 + Penalty 1878.741643 = -32005.144268
  nChanged 6
		SP:Iteration 12Q (82998.110000 sec): 3 clusters
  Score: Raw -33927.457704 + Penalty 1878.741643 = -32048.716061
  nChanged 2
		SP:Iteration 13Q (82998.250000 sec): 3 clusters
  Score: Raw -33935.784715 + Penalty 1878.741643 = -32057.043072
  nChanged 0
		SP:Iteration 14F (82998.440000 sec): 3 clusters
  Score: Raw -33935.784715 + Penalty 1878.741643 = -32057.043072
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (13889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82998.590000 sec): 2 clusters
  Score: Raw -1579132.168040 + Penalty 1550.063521 = -1577582.104518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82998.830000 sec): 3 clusters
  Score: Raw -1571071.238817 + Penalty 3100.127043 = -1567971.111774
  nChanged 6190
		SP:Iteration 1F (82999.060000 sec): 3 clusters
  Score: Raw -1574352.680031 + Penalty 3100.127043 = -1571252.552988
  nChanged 754
		SP:Iteration 2F (82999.300000 sec): 3 clusters
  Score: Raw -1574637.153237 + Penalty 3100.127043 = -1571537.026194
  nChanged 664
		SP:Iteration 3Q (82999.530000 sec): 3 clusters
  Score: Raw -1574887.907763 + Penalty 3100.127043 = -1571787.780721
  nChanged 578
		SP:Iteration 4Q (82999.770000 sec): 3 clusters
  Score: Raw -1575104.287414 + Penalty 3100.127043 = -1572004.160372
  nChanged 532
		SP:Iteration 5Q (83000.020000 sec): 3 clusters
  Score: Raw -1575307.844052 + Penalty 3100.127043 = -1572207.717009
  nChanged 502
		SP:Iteration 6Q (83000.260000 sec): 3 clusters
  Score: Raw -1575528.747661 + Penalty 3100.127043 = -1572428.620618
  nChanged 508
		SP:Iteration 7Q (83000.520000 sec): 3 clusters
  Score: Raw -1575774.230013 + Penalty 3100.127043 = -1572674.102970
  nChanged 527
		SP:Iteration 8Q (83000.710000 sec): 3 clusters
  Score: Raw -1576044.965882 + Penalty 3100.127043 = -1572944.838840
  nChanged 560
		SP:Iteration 9Q (83001.000000 sec): 3 clusters
  Score: Raw -1576370.583130 + Penalty 3100.127043 = -1573270.456087
  nChanged 600
		SP:Iteration 10Q (83001.210000 sec): 3 clusters
  Score: Raw -1576761.788730 + Penalty 3100.127043 = -1573661.661687
  nChanged 619
		SP:Iteration 11Q (83001.430000 sec): 3 clusters
  Score: Raw -1577195.418350 + Penalty 3100.127043 = -1574095.291307
  nChanged 618
		SP:Iteration 12Q (83001.700000 sec): 3 clusters
  Score: Raw -1577629.909600 + Penalty 3100.127043 = -1574529.782557
  nChanged 564
		SP:Iteration 13Q (83001.910000 sec): 3 clusters
  Score: Raw -1578030.252135 + Penalty 3100.127043 = -1574930.125092
  nChanged 506
		SP:Iteration 14Q (83002.150000 sec): 3 clusters
  Score: Raw -1578409.325807 + Penalty 3100.127043 = -1575309.198765
  nChanged 400
		SP:Iteration 15Q (83002.380000 sec): 3 clusters
  Score: Raw -1578706.892358 + Penalty 3100.127043 = -1575606.765316
  nChanged 251
		SP:Iteration 16Q (83002.580000 sec): 3 clusters
  Score: Raw -1578894.541472 + Penalty 3100.127043 = -1575794.414429
  nChanged 167
		SP:Iteration 17Q (83002.780000 sec): 3 clusters
  Score: Raw -1579007.600772 + Penalty 3100.127043 = -1575907.473730
  nChanged 119
		SP:Iteration 18Q (83002.980000 sec): 3 clusters
  Score: Raw -1579097.053079 + Penalty 3100.127043 = -1575996.926036
  nChanged 77
		SP:Iteration 19Q (83003.180000 sec): 3 clusters
  Score: Raw -1579164.574894 + Penalty 3100.127043 = -1576064.447851
  nChanged 49
		SP:Iteration 20F (83003.420000 sec): 3 clusters
  Score: Raw -1579200.672505 + Penalty 3100.127043 = -1576100.545463
  nChanged 40
		SP:Iteration 21Q (83003.620000 sec): 3 clusters
  Score: Raw -1579226.119424 + Penalty 3100.127043 = -1576125.992381
  nChanged 26
		SP:Iteration 22Q (83003.900000 sec): 3 clusters
  Score: Raw -1579250.648852 + Penalty 3100.127043 = -1576150.521809
  nChanged 23
		SP:Iteration 23Q (83004.120000 sec): 3 clusters
  Score: Raw -1579271.562444 + Penalty 3100.127043 = -1576171.435401
  nChanged 26
		SP:Iteration 24Q (83004.370000 sec): 3 clusters
  Score: Raw -1579288.252228 + Penalty 3100.127043 = -1576188.125185
  nChanged 17
		SP:Iteration 25Q (83004.630000 sec): 3 clusters
  Score: Raw -1579302.345585 + Penalty 3100.127043 = -1576202.218542
  nChanged 8
		SP:Iteration 26Q (83004.890000 sec): 3 clusters
  Score: Raw -1579309.364180 + Penalty 3100.127043 = -1576209.237137
  nChanged 5
		SP:Iteration 27Q (83005.120000 sec): 3 clusters
  Score: Raw -1579312.415499 + Penalty 3100.127043 = -1576212.288456
  nChanged 6
		SP:Iteration 28Q (83005.320000 sec): 3 clusters
  Score: Raw -1579316.837756 + Penalty 3100.127043 = -1576216.710713
  nChanged 5
		SP:Iteration 29Q (83005.600000 sec): 3 clusters
  Score: Raw -1579321.907006 + Penalty 3100.127043 = -1576221.779963
  nChanged 4
		SP:Iteration 30Q (83005.850000 sec): 3 clusters
  Score: Raw -1579325.038897 + Penalty 3100.127043 = -1576224.911855
  nChanged 4
		SP:Iteration 31Q (83006.090000 sec): 3 clusters
  Score: Raw -1579330.208629 + Penalty 3100.127043 = -1576230.081587
  nChanged 5
		SP:Iteration 32Q (83006.330000 sec): 3 clusters
  Score: Raw -1579332.600297 + Penalty 3100.127043 = -1576232.473254
  nChanged 0
		SP:Iteration 33F (83006.600000 sec): 3 clusters
  Score: Raw -1579332.600297 + Penalty 3100.127043 = -1576232.473254
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (17038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83006.800000 sec): 2 clusters
  Score: Raw -2087399.992192 + Penalty 1583.270231 = -2085816.721961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83007.080000 sec): 3 clusters
  Score: Raw -2077249.253430 + Penalty 3166.540462 = -2074082.712968
  nChanged 7584
		SP:Iteration 1F (83007.320000 sec): 3 clusters
  Score: Raw -2081454.900214 + Penalty 3166.540462 = -2078288.359752
  nChanged 921
		SP:Iteration 2F (83007.640000 sec): 3 clusters
  Score: Raw -2081900.132570 + Penalty 3166.540462 = -2078733.592108
  nChanged 942
		SP:Iteration 3F (83007.860000 sec): 3 clusters
  Score: Raw -2082437.393433 + Penalty 3166.540462 = -2079270.852971
  nChanged 915
		SP:Iteration 4F (83008.110000 sec): 3 clusters
  Score: Raw -2082974.192344 + Penalty 3166.540462 = -2079807.651881
  nChanged 909
		SP:Iteration 5F (83008.360000 sec): 3 clusters
  Score: Raw -2083587.435410 + Penalty 3166.540462 = -2080420.894948
  nChanged 907
		SP:Iteration 6F (83008.610000 sec): 3 clusters
  Score: Raw -2084219.635950 + Penalty 3166.540462 = -2081053.095488
  nChanged 872
		SP:Iteration 7F (83008.830000 sec): 3 clusters
  Score: Raw -2084871.491003 + Penalty 3166.540462 = -2081704.950540
  nChanged 846
		SP:Iteration 8Q (83009.090000 sec): 3 clusters
  Score: Raw -2085537.544138 + Penalty 3166.540462 = -2082371.003676
  nChanged 756
		SP:Iteration 9Q (83009.420000 sec): 3 clusters
  Score: Raw -2086135.678528 + Penalty 3166.540462 = -2082969.138066
  nChanged 640
		SP:Iteration 10Q (83009.740000 sec): 3 clusters
  Score: Raw -2086661.823707 + Penalty 3166.540462 = -2083495.283244
  nChanged 491
		SP:Iteration 11Q (83010.000000 sec): 3 clusters
  Score: Raw -2087037.702661 + Penalty 3166.540462 = -2083871.162199
  nChanged 370
		SP:Iteration 12Q (83010.230000 sec): 3 clusters
  Score: Raw -2087287.431304 + Penalty 3166.540462 = -2084120.890842
  nChanged 301
		SP:Iteration 13Q (83010.510000 sec): 3 clusters
  Score: Raw -2087488.901041 + Penalty 3166.540462 = -2084322.360578
  nChanged 255
		SP:Iteration 14Q (83010.810000 sec): 3 clusters
  Score: Raw -2087652.376742 + Penalty 3166.540462 = -2084485.836280
  nChanged 217
		SP:Iteration 15Q (83011.030000 sec): 3 clusters
  Score: Raw -2087770.623808 + Penalty 3166.540462 = -2084604.083345
  nChanged 184
		SP:Iteration 16Q (83011.290000 sec): 3 clusters
  Score: Raw -2087864.424790 + Penalty 3166.540462 = -2084697.884327
  nChanged 163
		SP:Iteration 17Q (83011.530000 sec): 3 clusters
  Score: Raw -2087929.825903 + Penalty 3166.540462 = -2084763.285441
  nChanged 124
		SP:Iteration 18Q (83011.800000 sec): 3 clusters
  Score: Raw -2087970.072560 + Penalty 3166.540462 = -2084803.532098
  nChanged 98
		SP:Iteration 19Q (83012.050000 sec): 3 clusters
  Score: Raw -2087998.935795 + Penalty 3166.540462 = -2084832.395333
  nChanged 84
		SP:Iteration 20F (83012.350000 sec): 3 clusters
  Score: Raw -2088026.983190 + Penalty 3166.540462 = -2084860.442727
  nChanged 72
		SP:Iteration 21Q (83012.590000 sec): 3 clusters
  Score: Raw -2088045.260427 + Penalty 3166.540462 = -2084878.719964
  nChanged 52
		SP:Iteration 22Q (83012.910000 sec): 3 clusters
  Score: Raw -2088058.063609 + Penalty 3166.540462 = -2084891.523147
  nChanged 54
		SP:Iteration 23Q (83013.130000 sec): 3 clusters
  Score: Raw -2088068.633886 + Penalty 3166.540462 = -2084902.093423
  nChanged 42
		SP:Iteration 24Q (83013.410000 sec): 3 clusters
  Score: Raw -2088075.623500 + Penalty 3166.540462 = -2084909.083037
  nChanged 32
		SP:Iteration 25Q (83013.670000 sec): 3 clusters
  Score: Raw -2088081.063214 + Penalty 3166.540462 = -2084914.522752
  nChanged 14
		SP:Iteration 26Q (83013.920000 sec): 3 clusters
  Score: Raw -2088083.117558 + Penalty 3166.540462 = -2084916.577095
  nChanged 17
		SP:Iteration 27Q (83014.210000 sec): 3 clusters
  Score: Raw -2088084.589853 + Penalty 3166.540462 = -2084918.049391
  nChanged 9
		SP:Iteration 28Q (83014.440000 sec): 3 clusters
  Score: Raw -2088085.578095 + Penalty 3166.540462 = -2084919.037633
  nChanged 9
		SP:Iteration 29Q (83014.710000 sec): 3 clusters
  Score: Raw -2088086.294873 + Penalty 3166.540462 = -2084919.754410
  nChanged 6
		SP:Iteration 30Q (83014.970000 sec): 3 clusters
  Score: Raw -2088087.083998 + Penalty 3166.540462 = -2084920.543535
  nChanged 9
		SP:Iteration 31Q (83015.300000 sec): 3 clusters
  Score: Raw -2088088.359166 + Penalty 3166.540462 = -2084921.818703
  nChanged 11
		SP:Iteration 32Q (83015.600000 sec): 3 clusters
  Score: Raw -2088089.572096 + Penalty 3166.540462 = -2084923.031634
  nChanged 7
		SP:Iteration 33Q (83015.850000 sec): 3 clusters
  Score: Raw -2088090.290758 + Penalty 3166.540462 = -2084923.750295
  nChanged 4
		SP:Iteration 34Q (83016.140000 sec): 3 clusters
  Score: Raw -2088090.686424 + Penalty 3166.540462 = -2084924.145961
  nChanged 0
		SP:Iteration 35F (83016.390000 sec): 3 clusters
  Score: Raw -2088090.686424 + Penalty 3166.540462 = -2084924.145961
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (21070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83016.600000 sec): 2 clusters
  Score: Raw -2353600.125743 + Penalty 1617.785895 = -2351982.339848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83016.850000 sec): 3 clusters
  Score: Raw -2340823.324781 + Penalty 3235.571790 = -2337587.752991
  nChanged 9471
		SP:Iteration 1F (83017.120000 sec): 3 clusters
  Score: Raw -2346114.467075 + Penalty 3235.571790 = -2342878.895285
  nChanged 1065
		SP:Iteration 2F (83017.400000 sec): 3 clusters
  Score: Raw -2346503.508224 + Penalty 3235.571790 = -2343267.936434
  nChanged 1004
		SP:Iteration 3Q (83017.710000 sec): 3 clusters
  Score: Raw -2346917.445940 + Penalty 3235.571790 = -2343681.874150
  nChanged 1019
		SP:Iteration 4Q (83018.010000 sec): 3 clusters
  Score: Raw -2347382.617854 + Penalty 3235.571790 = -2344147.046064
  nChanged 1122
		SP:Iteration 5F (83018.420000 sec): 3 clusters
  Score: Raw -2348010.618402 + Penalty 3235.571790 = -2344775.046613
  nChanged 1205
		SP:Iteration 6F (83018.690000 sec): 3 clusters
  Score: Raw -2348809.164986 + Penalty 3235.571790 = -2345573.593197
  nChanged 1277
		SP:Iteration 7F (83019.020000 sec): 3 clusters
  Score: Raw -2349767.997431 + Penalty 3235.571790 = -2346532.425642
  nChanged 1307
		SP:Iteration 8F (83019.310000 sec): 3 clusters
  Score: Raw -2350878.456613 + Penalty 3235.571790 = -2347642.884823
  nChanged 1108
		SP:Iteration 9F (83019.620000 sec): 3 clusters
  Score: Raw -2351878.116280 + Penalty 3235.571790 = -2348642.544490
  nChanged 788
		SP:Iteration 10Q (83019.890000 sec): 3 clusters
  Score: Raw -2352535.397772 + Penalty 3235.571790 = -2349299.825982
  nChanged 546
		SP:Iteration 11Q (83020.180000 sec): 3 clusters
  Score: Raw -2352969.663930 + Penalty 3235.571790 = -2349734.092141
  nChanged 374
		SP:Iteration 12Q (83020.480000 sec): 3 clusters
  Score: Raw -2353282.646952 + Penalty 3235.571790 = -2350047.075162
  nChanged 238
		SP:Iteration 13Q (83020.830000 sec): 3 clusters
  Score: Raw -2353456.408007 + Penalty 3235.571790 = -2350220.836218
  nChanged 160
		SP:Iteration 14Q (83021.090000 sec): 3 clusters
  Score: Raw -2353577.800064 + Penalty 3235.571790 = -2350342.228274
  nChanged 105
		SP:Iteration 15Q (83021.320000 sec): 3 clusters
  Score: Raw -2353662.735067 + Penalty 3235.571790 = -2350427.163277
  nChanged 55
		SP:Iteration 16Q (83021.600000 sec): 3 clusters
  Score: Raw -2353708.059571 + Penalty 3235.571790 = -2350472.487782
  nChanged 40
		SP:Iteration 17Q (83021.810000 sec): 3 clusters
  Score: Raw -2353739.514218 + Penalty 3235.571790 = -2350503.942428
  nChanged 28
		SP:Iteration 18Q (83022.070000 sec): 3 clusters
  Score: Raw -2353760.107021 + Penalty 3235.571790 = -2350524.535231
  nChanged 14
		SP:Iteration 19Q (83022.330000 sec): 3 clusters
  Score: Raw -2353771.393559 + Penalty 3235.571790 = -2350535.821769
  nChanged 16
		SP:Iteration 20F (83022.560000 sec): 3 clusters
  Score: Raw -2353781.445583 + Penalty 3235.571790 = -2350545.873794
  nChanged 16
		SP:Iteration 21Q (83022.850000 sec): 3 clusters
  Score: Raw -2353795.089843 + Penalty 3235.571790 = -2350559.518053
  nChanged 15
		SP:Iteration 22Q (83023.080000 sec): 3 clusters
  Score: Raw -2353805.155199 + Penalty 3235.571790 = -2350569.583409
  nChanged 14
		SP:Iteration 23Q (83023.330000 sec): 3 clusters
  Score: Raw -2353814.962949 + Penalty 3235.571790 = -2350579.391159
  nChanged 13
		SP:Iteration 24Q (83023.650000 sec): 3 clusters
  Score: Raw -2353823.071370 + Penalty 3235.571790 = -2350587.499581
  nChanged 5
		SP:Iteration 25Q (83024.010000 sec): 3 clusters
  Score: Raw -2353827.380203 + Penalty 3235.571790 = -2350591.808413
  nChanged 2
		SP:Iteration 26Q (83024.270000 sec): 3 clusters
  Score: Raw -2353829.899279 + Penalty 3235.571790 = -2350594.327490
  nChanged 3
		SP:Iteration 27Q (83024.570000 sec): 3 clusters
  Score: Raw -2353831.183592 + Penalty 3235.571790 = -2350595.611802
  nChanged 2
		SP:Iteration 28Q (83024.890000 sec): 3 clusters
  Score: Raw -2353832.126553 + Penalty 3235.571790 = -2350596.554764
  nChanged 2
		SP:Iteration 29Q (83025.150000 sec): 3 clusters
  Score: Raw -2353834.022806 + Penalty 3235.571790 = -2350598.451016
  nChanged 4
		SP:Iteration 30Q (83025.450000 sec): 3 clusters
  Score: Raw -2353838.516222 + Penalty 3235.571790 = -2350602.944432
  nChanged 5
		SP:Iteration 31Q (83025.720000 sec): 3 clusters
  Score: Raw -2353841.786879 + Penalty 3235.571790 = -2350606.215090
  nChanged 2
		SP:Iteration 32Q (83025.970000 sec): 3 clusters
  Score: Raw -2353843.586620 + Penalty 3235.571790 = -2350608.014830
  nChanged 2
		SP:Iteration 33Q (83026.240000 sec): 3 clusters
  Score: Raw -2353845.291046 + Penalty 3235.571790 = -2350609.719256
  nChanged 4
		SP:Iteration 34Q (83026.450000 sec): 3 clusters
  Score: Raw -2353847.819315 + Penalty 3235.571790 = -2350612.247525
  nChanged 1
		SP:Iteration 35Q (83026.760000 sec): 3 clusters
  Score: Raw -2353848.127987 + Penalty 3235.571790 = -2350612.556198
  nChanged 0
		SP:Iteration 36F (83027.020000 sec): 3 clusters
  Score: Raw -2353848.127987 + Penalty 3235.571790 = -2350612.556198
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (30551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83027.220000 sec): 2 clusters
  Score: Raw -3636509.979720 + Penalty 1678.162313 = -3634831.817406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83027.560000 sec): 3 clusters
  Score: Raw -3617622.146885 + Penalty 3356.324627 = -3614265.822259
  nChanged 14120
		SP:Iteration 1F (83027.870000 sec): 3 clusters
  Score: Raw -3625516.745526 + Penalty 3356.324627 = -3622160.420899
  nChanged 1456
		SP:Iteration 2Q (83028.270000 sec): 3 clusters
  Score: Raw -3626034.126227 + Penalty 3356.324627 = -3622677.801600
  nChanged 1392
		SP:Iteration 3Q (83028.640000 sec): 3 clusters
  Score: Raw -3626586.344995 + Penalty 3356.324627 = -3623230.020368
  nChanged 1416
		SP:Iteration 4Q (83028.930000 sec): 3 clusters
  Score: Raw -3627197.935689 + Penalty 3356.324627 = -3623841.611062
  nChanged 1445
		SP:Iteration 5Q (83029.250000 sec): 3 clusters
  Score: Raw -3627924.090671 + Penalty 3356.324627 = -3624567.766045
  nChanged 1516
		SP:Iteration 6Q (83029.600000 sec): 3 clusters
  Score: Raw -3628764.519256 + Penalty 3356.324627 = -3625408.194630
  nChanged 1589
		SP:Iteration 7F (83029.950000 sec): 3 clusters
  Score: Raw -3629785.813471 + Penalty 3356.324627 = -3626429.488844
  nChanged 1713
		SP:Iteration 8F (83030.250000 sec): 3 clusters
  Score: Raw -3631035.295223 + Penalty 3356.324627 = -3627678.970596
  nChanged 1644
		SP:Iteration 9F (83030.590000 sec): 3 clusters
  Score: Raw -3632352.123867 + Penalty 3356.324627 = -3628995.799241
  nChanged 1435
		SP:Iteration 10Q (83030.920000 sec): 3 clusters
  Score: Raw -3633514.712560 + Penalty 3356.324627 = -3630158.387933
  nChanged 1155
		SP:Iteration 11Q (83031.240000 sec): 3 clusters
  Score: Raw -3634416.148918 + Penalty 3356.324627 = -3631059.824291
  nChanged 836
		SP:Iteration 12Q (83031.540000 sec): 3 clusters
  Score: Raw -3634985.051775 + Penalty 3356.324627 = -3631628.727148
  nChanged 635
		SP:Iteration 13Q (83031.870000 sec): 3 clusters
  Score: Raw -3635386.104695 + Penalty 3356.324627 = -3632029.780068
  nChanged 499
		SP:Iteration 14Q (83032.170000 sec): 3 clusters
  Score: Raw -3635681.720548 + Penalty 3356.324627 = -3632325.395922
  nChanged 392
		SP:Iteration 15Q (83032.480000 sec): 3 clusters
  Score: Raw -3635893.559992 + Penalty 3356.324627 = -3632537.235365
  nChanged 320
		SP:Iteration 16Q (83032.770000 sec): 3 clusters
  Score: Raw -3636059.115771 + Penalty 3356.324627 = -3632702.791144
  nChanged 285
		SP:Iteration 17Q (83033.030000 sec): 3 clusters
  Score: Raw -3636216.004606 + Penalty 3356.324627 = -3632859.679979
  nChanged 239
		SP:Iteration 18Q (83033.390000 sec): 3 clusters
  Score: Raw -3636364.783483 + Penalty 3356.324627 = -3633008.458857
  nChanged 205
		SP:Iteration 19Q (83033.770000 sec): 3 clusters
  Score: Raw -3636494.701373 + Penalty 3356.324627 = -3633138.376746
  nChanged 163
		SP:Iteration 20F (83034.130000 sec): 3 clusters
  Score: Raw -3636593.180834 + Penalty 3356.324627 = -3633236.856208
  nChanged 129
		SP:Iteration 21Q (83034.430000 sec): 3 clusters
  Score: Raw -3636676.233813 + Penalty 3356.324627 = -3633319.909187
  nChanged 105
		SP:Iteration 22Q (83034.690000 sec): 3 clusters
  Score: Raw -3636734.467414 + Penalty 3356.324627 = -3633378.142787
  nChanged 91
		SP:Iteration 23Q (83035.000000 sec): 3 clusters
  Score: Raw -3636782.663122 + Penalty 3356.324627 = -3633426.338495
  nChanged 74
		SP:Iteration 24Q (83035.300000 sec): 3 clusters
  Score: Raw -3636812.605646 + Penalty 3356.324627 = -3633456.281019
  nChanged 49
		SP:Iteration 25Q (83035.610000 sec): 3 clusters
  Score: Raw -3636832.959273 + Penalty 3356.324627 = -3633476.634646
  nChanged 46
		SP:Iteration 26Q (83035.940000 sec): 3 clusters
  Score: Raw -3636852.617848 + Penalty 3356.324627 = -3633496.293221
  nChanged 30
		SP:Iteration 27Q (83036.220000 sec): 3 clusters
  Score: Raw -3636864.219731 + Penalty 3356.324627 = -3633507.895104
  nChanged 21
		SP:Iteration 28Q (83036.590000 sec): 3 clusters
  Score: Raw -3636871.760063 + Penalty 3356.324627 = -3633515.435436
  nChanged 19
		SP:Iteration 29Q (83036.950000 sec): 3 clusters
  Score: Raw -3636881.118660 + Penalty 3356.324627 = -3633524.794033
  nChanged 20
		SP:Iteration 30Q (83037.330000 sec): 3 clusters
  Score: Raw -3636890.913780 + Penalty 3356.324627 = -3633534.589153
  nChanged 21
		SP:Iteration 31Q (83037.600000 sec): 3 clusters
  Score: Raw -3636900.605017 + Penalty 3356.324627 = -3633544.280391
  nChanged 21
		SP:Iteration 32Q (83037.880000 sec): 3 clusters
  Score: Raw -3636907.415403 + Penalty 3356.324627 = -3633551.090776
  nChanged 8
		SP:Iteration 33Q (83038.160000 sec): 3 clusters
  Score: Raw -3636910.183016 + Penalty 3356.324627 = -3633553.858389
  nChanged 8
		SP:Iteration 34Q (83038.490000 sec): 3 clusters
  Score: Raw -3636912.818714 + Penalty 3356.324627 = -3633556.494087
  nChanged 7
		SP:Iteration 35Q (83038.860000 sec): 3 clusters
  Score: Raw -3636915.069005 + Penalty 3356.324627 = -3633558.744379
  nChanged 5
		SP:Iteration 36Q (83039.200000 sec): 3 clusters
  Score: Raw -3636916.749458 + Penalty 3356.324627 = -3633560.424832
  nChanged 4
		SP:Iteration 37Q (83039.550000 sec): 3 clusters
  Score: Raw -3636917.752343 + Penalty 3356.324627 = -3633561.427717
  nChanged 4
		SP:Iteration 38Q (83039.880000 sec): 3 clusters
  Score: Raw -3636919.119780 + Penalty 3356.324627 = -3633562.795153
  nChanged 3
		SP:Iteration 39Q (83040.180000 sec): 3 clusters
  Score: Raw -3636919.782417 + Penalty 3356.324627 = -3633563.457790
  nChanged 4
		SP:Iteration 40F (83040.540000 sec): 3 clusters
  Score: Raw -3636921.613374 + Penalty 3356.324627 = -3633565.288748
  nChanged 5
		SP:Iteration 41Q (83040.840000 sec): 3 clusters
  Score: Raw -3636923.156575 + Penalty 3356.324627 = -3633566.831948
  nChanged 3
		SP:Iteration 42Q (83041.160000 sec): 3 clusters
  Score: Raw -3636924.111771 + Penalty 3356.324627 = -3633567.787145
  nChanged 2
		SP:Iteration 43Q (83041.510000 sec): 3 clusters
  Score: Raw -3636924.608877 + Penalty 3356.324627 = -3633568.284250
  nChanged 2
		SP:Iteration 44Q (83041.790000 sec): 3 clusters
  Score: Raw -3636924.994435 + Penalty 3356.324627 = -3633568.669809
  nChanged 0
		SP:Iteration 45F (83042.110000 sec): 3 clusters
  Score: Raw -3636924.994435 + Penalty 3356.324627 = -3633568.669809
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (58410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83042.470000 sec): 2 clusters
  Score: Raw -7177060.365417 + Penalty 1783.476888 = -7175276.888529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83042.950000 sec): 3 clusters
  Score: Raw -7139918.934222 + Penalty 3566.953776 = -7136351.980447
  nChanged 27543
		SP:Iteration 1F (83043.490000 sec): 3 clusters
  Score: Raw -7155974.068769 + Penalty 3566.953776 = -7152407.114994
  nChanged 2549
		SP:Iteration 2Q (83044.070000 sec): 3 clusters
  Score: Raw -7156823.543550 + Penalty 3566.953776 = -7153256.589774
  nChanged 2577
		SP:Iteration 3Q (83044.540000 sec): 3 clusters
  Score: Raw -7157699.324505 + Penalty 3566.953776 = -7154132.370729
  nChanged 2512
		SP:Iteration 4Q (83045.060000 sec): 3 clusters
  Score: Raw -7158604.526107 + Penalty 3566.953776 = -7155037.572332
  nChanged 2562
		SP:Iteration 5Q (83045.570000 sec): 3 clusters
  Score: Raw -7159569.138823 + Penalty 3566.953776 = -7156002.185047
  nChanged 2607
		SP:Iteration 6Q (83046.060000 sec): 3 clusters
  Score: Raw -7160663.729122 + Penalty 3566.953776 = -7157096.775346
  nChanged 2785
		SP:Iteration 7Q (83046.570000 sec): 3 clusters
  Score: Raw -7162016.993855 + Penalty 3566.953776 = -7158450.040079
  nChanged 2848
		SP:Iteration 8Q (83047.100000 sec): 3 clusters
  Score: Raw -7163509.643543 + Penalty 3566.953776 = -7159942.689768
  nChanged 2920
		SP:Iteration 9Q (83047.590000 sec): 3 clusters
  Score: Raw -7165188.799258 + Penalty 3566.953776 = -7161621.845482
  nChanged 2780
		SP:Iteration 10Q (83048.090000 sec): 3 clusters
  Score: Raw -7166812.266922 + Penalty 3566.953776 = -7163245.313146
  nChanged 2541
		SP:Iteration 11Q (83048.520000 sec): 3 clusters
  Score: Raw -7168231.573933 + Penalty 3566.953776 = -7164664.620157
  nChanged 2113
		SP:Iteration 12Q (83048.980000 sec): 3 clusters
  Score: Raw -7169266.715670 + Penalty 3566.953776 = -7165699.761894
  nChanged 1722
		SP:Iteration 13Q (83049.430000 sec): 3 clusters
  Score: Raw -7169987.663470 + Penalty 3566.953776 = -7166420.709694
  nChanged 1389
		SP:Iteration 14Q (83049.900000 sec): 3 clusters
  Score: Raw -7170537.091960 + Penalty 3566.953776 = -7166970.138184
  nChanged 1153
		SP:Iteration 15Q (83050.350000 sec): 3 clusters
  Score: Raw -7170950.894637 + Penalty 3566.953776 = -7167383.940861
  nChanged 1063
		SP:Iteration 16Q (83050.760000 sec): 3 clusters
  Score: Raw -7171335.154001 + Penalty 3566.953776 = -7167768.200225
  nChanged 1110
		SP:Iteration 17Q (83051.190000 sec): 3 clusters
  Score: Raw -7171757.746426 + Penalty 3566.953776 = -7168190.792651
  nChanged 1118
		SP:Iteration 18Q (83051.690000 sec): 3 clusters
  Score: Raw -7172200.922854 + Penalty 3566.953776 = -7168633.969078
  nChanged 1084
		SP:Iteration 19Q (83052.210000 sec): 3 clusters
  Score: Raw -7172661.936534 + Penalty 3566.953776 = -7169094.982758
  nChanged 1106
		SP:Iteration 20F (83052.650000 sec): 3 clusters
  Score: Raw -7173170.408809 + Penalty 3566.953776 = -7169603.455033
  nChanged 1060
		SP:Iteration 21Q (83053.050000 sec): 3 clusters
  Score: Raw -7173651.306419 + Penalty 3566.953776 = -7170084.352643
  nChanged 981
		SP:Iteration 22Q (83053.580000 sec): 3 clusters
  Score: Raw -7174122.828844 + Penalty 3566.953776 = -7170555.875068
  nChanged 956
		SP:Iteration 23Q (83053.980000 sec): 3 clusters
  Score: Raw -7174614.654980 + Penalty 3566.953776 = -7171047.701204
  nChanged 863
		SP:Iteration 24Q (83054.500000 sec): 3 clusters
  Score: Raw -7175077.771289 + Penalty 3566.953776 = -7171510.817513
  nChanged 803
		SP:Iteration 25Q (83054.980000 sec): 3 clusters
  Score: Raw -7175508.410212 + Penalty 3566.953776 = -7171941.456436
  nChanged 702
		SP:Iteration 26Q (83055.430000 sec): 3 clusters
  Score: Raw -7175892.203300 + Penalty 3566.953776 = -7172325.249525
  nChanged 639
		SP:Iteration 27Q (83055.870000 sec): 3 clusters
  Score: Raw -7176259.779309 + Penalty 3566.953776 = -7172692.825533
  nChanged 585
		SP:Iteration 28Q (83056.340000 sec): 3 clusters
  Score: Raw -7176614.758641 + Penalty 3566.953776 = -7173047.804865
  nChanged 477
		SP:Iteration 29Q (83056.810000 sec): 3 clusters
  Score: Raw -7176905.782342 + Penalty 3566.953776 = -7173338.828566
  nChanged 379
		SP:Iteration 30Q (83057.250000 sec): 3 clusters
  Score: Raw -7177125.023390 + Penalty 3566.953776 = -7173558.069614
  nChanged 312
		SP:Iteration 31Q (83057.720000 sec): 3 clusters
  Score: Raw -7177301.526258 + Penalty 3566.953776 = -7173734.572482
  nChanged 252
		SP:Iteration 32Q (83058.210000 sec): 3 clusters
  Score: Raw -7177445.417886 + Penalty 3566.953776 = -7173878.464110
  nChanged 189
		SP:Iteration 33Q (83058.670000 sec): 3 clusters
  Score: Raw -7177538.582449 + Penalty 3566.953776 = -7173971.628674
  nChanged 147
		SP:Iteration 34Q (83059.120000 sec): 3 clusters
  Score: Raw -7177607.640823 + Penalty 3566.953776 = -7174040.687047
  nChanged 112
		SP:Iteration 35Q (83059.550000 sec): 3 clusters
  Score: Raw -7177654.925200 + Penalty 3566.953776 = -7174087.971425
  nChanged 87
		SP:Iteration 36Q (83059.990000 sec): 3 clusters
  Score: Raw -7177692.654481 + Penalty 3566.953776 = -7174125.700705
  nChanged 67
		SP:Iteration 37Q (83060.440000 sec): 3 clusters
  Score: Raw -7177726.125158 + Penalty 3566.953776 = -7174159.171383
  nChanged 66
		SP:Iteration 38Q (83060.940000 sec): 3 clusters
  Score: Raw -7177758.339261 + Penalty 3566.953776 = -7174191.385485
  nChanged 60
		SP:Iteration 39Q (83061.480000 sec): 3 clusters
  Score: Raw -7177785.072115 + Penalty 3566.953776 = -7174218.118339
  nChanged 51
		SP:Iteration 40F (83061.990000 sec): 3 clusters
  Score: Raw -7177806.104914 + Penalty 3566.953776 = -7174239.151138
  nChanged 36
		SP:Iteration 41Q (83062.440000 sec): 3 clusters
  Score: Raw -7177825.051679 + Penalty 3566.953776 = -7174258.097903
  nChanged 53
		SP:Iteration 42Q (83062.910000 sec): 3 clusters
  Score: Raw -7177856.623552 + Penalty 3566.953776 = -7174289.669776
  nChanged 58
		SP:Iteration 43Q (83063.330000 sec): 3 clusters
  Score: Raw -7177912.315396 + Penalty 3566.953776 = -7174345.361620
  nChanged 73
		SP:Iteration 44Q (83063.760000 sec): 3 clusters
  Score: Raw -7178016.031215 + Penalty 3566.953776 = -7174449.077439
  nChanged 95
		SP:Iteration 45Q (83064.240000 sec): 3 clusters
  Score: Raw -7178196.946258 + Penalty 3566.953776 = -7174629.992482
  nChanged 101
		SP:Iteration 46Q (83064.680000 sec): 3 clusters
  Score: Raw -7178395.054109 + Penalty 3566.953776 = -7174828.100333
  nChanged 105
		SP:Iteration 47Q (83065.170000 sec): 3 clusters
  Score: Raw -7178509.123134 + Penalty 3566.953776 = -7174942.169358
  nChanged 111
		SP:Iteration 48Q (83065.590000 sec): 3 clusters
  Score: Raw -7178581.889459 + Penalty 3566.953776 = -7175014.935684
  nChanged 81
		SP:Iteration 49Q (83066.040000 sec): 3 clusters
  Score: Raw -7178621.641961 + Penalty 3566.953776 = -7175054.688186
  nChanged 67
		SP:Iteration 50Q (83066.470000 sec): 3 clusters
  Score: Raw -7178655.880714 + Penalty 3566.953776 = -7175088.926939
  nChanged 53
		SP:Iteration 51Q (83066.910000 sec): 3 clusters
  Score: Raw -7178681.213486 + Penalty 3566.953776 = -7175114.259711
  nChanged 49
		SP:Iteration 52Q (83067.360000 sec): 3 clusters
  Score: Raw -7178695.378371 + Penalty 3566.953776 = -7175128.424595
  nChanged 37
		SP:Iteration 53Q (83067.820000 sec): 3 clusters
  Score: Raw -7178705.662640 + Penalty 3566.953776 = -7175138.708865
  nChanged 26
		SP:Iteration 54Q (83068.280000 sec): 3 clusters
  Score: Raw -7178711.825076 + Penalty 3566.953776 = -7175144.871300
  nChanged 16
		SP:Iteration 55Q (83068.720000 sec): 3 clusters
  Score: Raw -7178715.805121 + Penalty 3566.953776 = -7175148.851345
  nChanged 14
		SP:Iteration 56Q (83069.220000 sec): 3 clusters
  Score: Raw -7178720.183575 + Penalty 3566.953776 = -7175153.229799
  nChanged 18
		SP:Iteration 57Q (83069.760000 sec): 3 clusters
  Score: Raw -7178724.520718 + Penalty 3566.953776 = -7175157.566943
  nChanged 12
		SP:Iteration 58Q (83070.250000 sec): 3 clusters
  Score: Raw -7178727.206131 + Penalty 3566.953776 = -7175160.252355
  nChanged 6
		SP:Iteration 59Q (83070.610000 sec): 3 clusters
  Score: Raw -7178728.685638 + Penalty 3566.953776 = -7175161.731862
  nChanged 8
		SP:Iteration 60F (83071.030000 sec): 3 clusters
  Score: Raw -7178737.276540 + Penalty 3566.953776 = -7175170.322764
  nChanged 19
		SP:Iteration 61Q (83071.450000 sec): 3 clusters
  Score: Raw -7178742.821708 + Penalty 3566.953776 = -7175175.867932
  nChanged 20
		SP:Iteration 62Q (83071.990000 sec): 3 clusters
  Score: Raw -7178747.836524 + Penalty 3566.953776 = -7175180.882748
  nChanged 15
		SP:Iteration 63Q (83072.390000 sec): 3 clusters
  Score: Raw -7178751.453289 + Penalty 3566.953776 = -7175184.499513
  nChanged 11
		SP:Iteration 64Q (83072.850000 sec): 3 clusters
  Score: Raw -7178753.538372 + Penalty 3566.953776 = -7175186.584597
  nChanged 13
		SP:Iteration 65Q (83073.300000 sec): 3 clusters
  Score: Raw -7178755.783137 + Penalty 3566.953776 = -7175188.829361
  nChanged 14
		SP:Iteration 66Q (83073.750000 sec): 3 clusters
  Score: Raw -7178758.966537 + Penalty 3566.953776 = -7175192.012761
  nChanged 13
		SP:Iteration 67Q (83074.140000 sec): 3 clusters
  Score: Raw -7178761.963339 + Penalty 3566.953776 = -7175195.009563
  nChanged 18
		SP:Iteration 68Q (83074.550000 sec): 3 clusters
  Score: Raw -7178766.427328 + Penalty 3566.953776 = -7175199.473553
  nChanged 18
		SP:Iteration 69Q (83075.010000 sec): 3 clusters
  Score: Raw -7178770.625255 + Penalty 3566.953776 = -7175203.671479
  nChanged 17
		SP:Iteration 70Q (83075.460000 sec): 3 clusters
  Score: Raw -7178774.180507 + Penalty 3566.953776 = -7175207.226731
  nChanged 19
		SP:Iteration 71Q (83075.910000 sec): 3 clusters
  Score: Raw -7178777.794572 + Penalty 3566.953776 = -7175210.840796
  nChanged 13
		SP:Iteration 72Q (83076.390000 sec): 3 clusters
  Score: Raw -7178780.689445 + Penalty 3566.953776 = -7175213.735669
  nChanged 13
		SP:Iteration 73Q (83076.870000 sec): 3 clusters
  Score: Raw -7178783.685128 + Penalty 3566.953776 = -7175216.731352
  nChanged 16
		SP:Iteration 74Q (83077.430000 sec): 3 clusters
  Score: Raw -7178787.353643 + Penalty 3566.953776 = -7175220.399868
  nChanged 18
		SP:Iteration 75Q (83077.830000 sec): 3 clusters
  Score: Raw -7178790.622992 + Penalty 3566.953776 = -7175223.669216
  nChanged 15
		SP:Iteration 76Q (83078.270000 sec): 3 clusters
  Score: Raw -7178793.529191 + Penalty 3566.953776 = -7175226.575415
  nChanged 11
		SP:Iteration 77Q (83078.770000 sec): 3 clusters
  Score: Raw -7178795.619932 + Penalty 3566.953776 = -7175228.666156
  nChanged 10
		SP:Iteration 78Q (83079.300000 sec): 3 clusters
  Score: Raw -7178797.509898 + Penalty 3566.953776 = -7175230.556122
  nChanged 14
		SP:Iteration 79Q (83079.730000 sec): 3 clusters
  Score: Raw -7178800.356110 + Penalty 3566.953776 = -7175233.402334
  nChanged 9
		SP:Iteration 80F (83080.300000 sec): 3 clusters
  Score: Raw -7178801.922207 + Penalty 3566.953776 = -7175234.968432
  nChanged 5
		SP:Iteration 81Q (83080.680000 sec): 3 clusters
  Score: Raw -7178802.755154 + Penalty 3566.953776 = -7175235.801378
  nChanged 4
		SP:Iteration 82Q (83081.120000 sec): 3 clusters
  Score: Raw -7178803.247354 + Penalty 3566.953776 = -7175236.293578
  nChanged 6
		SP:Iteration 83Q (83081.520000 sec): 3 clusters
  Score: Raw -7178803.916008 + Penalty 3566.953776 = -7175236.962232
  nChanged 2
		SP:Iteration 84Q (83082.000000 sec): 3 clusters
  Score: Raw -7178804.244005 + Penalty 3566.953776 = -7175237.290229
  nChanged 3
		SP:Iteration 85Q (83082.480000 sec): 3 clusters
  Score: Raw -7178804.676466 + Penalty 3566.953776 = -7175237.722691
  nChanged 1
		SP:Iteration 86Q (83082.900000 sec): 3 clusters
  Score: Raw -7178804.803973 + Penalty 3566.953776 = -7175237.850197
  nChanged 0
		SP:Iteration 87F (83083.360000 sec): 3 clusters
  Score: Raw -7178804.803973 + Penalty 3566.953776 = -7175237.850197
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83083.460000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83083.680000 sec): 3 clusters
  Score: Raw -41239.616999 + Penalty 1910.264129 = -39329.352870
  nChanged 63
		SP:Iteration 1F (83083.840000 sec): 3 clusters
  Score: Raw -41352.826890 + Penalty 1910.264129 = -39442.562761
  nChanged 12
		SP:Iteration 2Q (83084.070000 sec): 3 clusters
  Score: Raw -41371.092697 + Penalty 1910.264129 = -39460.828568
  nChanged 4
		SP:Iteration 3Q (83084.210000 sec): 3 clusters
  Score: Raw -41381.291654 + Penalty 1910.264129 = -39471.027525
  nChanged 1
		SP:Iteration 4Q (83084.400000 sec): 3 clusters
  Score: Raw -41384.275013 + Penalty 1910.264129 = -39474.010884
  nChanged 1
		SP:Iteration 5Q (83084.540000 sec): 3 clusters
  Score: Raw -41385.507694 + Penalty 1910.264129 = -39475.243565
  nChanged 0
		SP:Iteration 6F (83084.720000 sec): 3 clusters
  Score: Raw -41385.507694 + Penalty 1910.264129 = -39475.243565
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (8845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83084.860000 sec): 2 clusters
  Score: Raw -1079607.990788 + Penalty 1476.736236 = -1078131.254552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83085.090000 sec): 3 clusters
  Score: Raw -1074679.261872 + Penalty 2953.472472 = -1071725.789400
  nChanged 3767
		SP:Iteration 1F (83085.340000 sec): 3 clusters
  Score: Raw -1076746.191734 + Penalty 2953.472472 = -1073792.719262
  nChanged 514
		SP:Iteration 2F (83085.540000 sec): 3 clusters
  Score: Raw -1076968.688352 + Penalty 2953.472472 = -1074015.215880
  nChanged 417
		SP:Iteration 3Q (83085.780000 sec): 3 clusters
  Score: Raw -1077142.570410 + Penalty 2953.472472 = -1074189.097938
  nChanged 348
		SP:Iteration 4Q (83086.080000 sec): 3 clusters
  Score: Raw -1077291.561085 + Penalty 2953.472472 = -1074338.088613
  nChanged 346
		SP:Iteration 5Q (83086.330000 sec): 3 clusters
  Score: Raw -1077444.843931 + Penalty 2953.472472 = -1074491.371459
  nChanged 317
		SP:Iteration 6Q (83086.530000 sec): 3 clusters
  Score: Raw -1077594.975085 + Penalty 2953.472472 = -1074641.502613
  nChanged 341
		SP:Iteration 7Q (83086.770000 sec): 3 clusters
  Score: Raw -1077774.429349 + Penalty 2953.472472 = -1074820.956877
  nChanged 346
		SP:Iteration 8Q (83087.020000 sec): 3 clusters
  Score: Raw -1077964.987897 + Penalty 2953.472472 = -1075011.515425
  nChanged 331
		SP:Iteration 9Q (83087.300000 sec): 3 clusters
  Score: Raw -1078146.462722 + Penalty 2953.472472 = -1075192.990250
  nChanged 330
		SP:Iteration 10Q (83087.510000 sec): 3 clusters
  Score: Raw -1078323.477465 + Penalty 2953.472472 = -1075370.004993
  nChanged 293
		SP:Iteration 11Q (83087.700000 sec): 3 clusters
  Score: Raw -1078482.256822 + Penalty 2953.472472 = -1075528.784350
  nChanged 284
		SP:Iteration 12Q (83087.920000 sec): 3 clusters
  Score: Raw -1078621.105689 + Penalty 2953.472472 = -1075667.633217
  nChanged 245
		SP:Iteration 13Q (83088.120000 sec): 3 clusters
  Score: Raw -1078736.588710 + Penalty 2953.472472 = -1075783.116238
  nChanged 209
		SP:Iteration 14Q (83088.380000 sec): 3 clusters
  Score: Raw -1078833.391409 + Penalty 2953.472472 = -1075879.918937
  nChanged 165
		SP:Iteration 15Q (83088.630000 sec): 3 clusters
  Score: Raw -1078901.053326 + Penalty 2953.472472 = -1075947.580854
  nChanged 135
		SP:Iteration 16Q (83088.840000 sec): 3 clusters
  Score: Raw -1078955.278243 + Penalty 2953.472472 = -1076001.805770
  nChanged 126
		SP:Iteration 17Q (83089.030000 sec): 3 clusters
  Score: Raw -1079007.339357 + Penalty 2953.472472 = -1076053.866885
  nChanged 111
		SP:Iteration 18Q (83089.270000 sec): 3 clusters
  Score: Raw -1079048.871252 + Penalty 2953.472472 = -1076095.398779
  nChanged 99
		SP:Iteration 19Q (83089.480000 sec): 3 clusters
  Score: Raw -1079084.632230 + Penalty 2953.472472 = -1076131.159758
  nChanged 82
		SP:Iteration 20F (83089.720000 sec): 3 clusters
  Score: Raw -1079111.107355 + Penalty 2953.472472 = -1076157.634883
  nChanged 82
		SP:Iteration 21Q (83090.000000 sec): 3 clusters
  Score: Raw -1079135.078675 + Penalty 2953.472472 = -1076181.606203
  nChanged 57
		SP:Iteration 22Q (83090.250000 sec): 3 clusters
  Score: Raw -1079150.770561 + Penalty 2953.472472 = -1076197.298089
  nChanged 48
		SP:Iteration 23Q (83090.490000 sec): 3 clusters
  Score: Raw -1079162.921105 + Penalty 2953.472472 = -1076209.448633
  nChanged 47
		SP:Iteration 24Q (83090.730000 sec): 3 clusters
  Score: Raw -1079178.731546 + Penalty 2953.472472 = -1076225.259074
  nChanged 60
		SP:Iteration 25Q (83090.920000 sec): 3 clusters
  Score: Raw -1079202.891499 + Penalty 2953.472472 = -1076249.419027
  nChanged 74
		SP:Iteration 26Q (83091.150000 sec): 3 clusters
  Score: Raw -1079231.533968 + Penalty 2953.472472 = -1076278.061496
  nChanged 63
		SP:Iteration 27Q (83091.350000 sec): 3 clusters
  Score: Raw -1079251.933417 + Penalty 2953.472472 = -1076298.460945
  nChanged 64
		SP:Iteration 28Q (83091.540000 sec): 3 clusters
  Score: Raw -1079274.497958 + Penalty 2953.472472 = -1076321.025485
  nChanged 67
		SP:Iteration 29Q (83091.710000 sec): 3 clusters
  Score: Raw -1079299.856584 + Penalty 2953.472472 = -1076346.384112
  nChanged 65
		SP:Iteration 30Q (83091.960000 sec): 3 clusters
  Score: Raw -1079323.713319 + Penalty 2953.472472 = -1076370.240847
  nChanged 48
		SP:Iteration 31Q (83092.170000 sec): 3 clusters
  Score: Raw -1079338.052249 + Penalty 2953.472472 = -1076384.579777
  nChanged 40
		SP:Iteration 32Q (83092.400000 sec): 3 clusters
  Score: Raw -1079349.636168 + Penalty 2953.472472 = -1076396.163696
  nChanged 41
		SP:Iteration 33Q (83092.710000 sec): 3 clusters
  Score: Raw -1079363.622205 + Penalty 2953.472472 = -1076410.149733
  nChanged 41
		SP:Iteration 34Q (83092.900000 sec): 3 clusters
  Score: Raw -1079376.269848 + Penalty 2953.472472 = -1076422.797375
  nChanged 38
		SP:Iteration 35Q (83093.150000 sec): 3 clusters
  Score: Raw -1079387.529415 + Penalty 2953.472472 = -1076434.056943
  nChanged 36
		SP:Iteration 36Q (83093.370000 sec): 3 clusters
  Score: Raw -1079399.473499 + Penalty 2953.472472 = -1076446.001027
  nChanged 40
		SP:Iteration 37Q (83093.640000 sec): 3 clusters
  Score: Raw -1079411.386338 + Penalty 2953.472472 = -1076457.913865
  nChanged 37
		SP:Iteration 38Q (83093.880000 sec): 3 clusters
  Score: Raw -1079423.969048 + Penalty 2953.472472 = -1076470.496576
  nChanged 36
		SP:Iteration 39Q (83094.200000 sec): 3 clusters
  Score: Raw -1079436.763877 + Penalty 2953.472472 = -1076483.291405
  nChanged 36
		SP:Iteration 40F (83094.400000 sec): 3 clusters
  Score: Raw -1079449.183637 + Penalty 2953.472472 = -1076495.711165
  nChanged 43
		SP:Iteration 41Q (83094.610000 sec): 3 clusters
  Score: Raw -1079464.476485 + Penalty 2953.472472 = -1076511.004013
  nChanged 39
		SP:Iteration 42Q (83094.810000 sec): 3 clusters
  Score: Raw -1079476.520346 + Penalty 2953.472472 = -1076523.047874
  nChanged 22
		SP:Iteration 43Q (83095.040000 sec): 3 clusters
  Score: Raw -1079482.411982 + Penalty 2953.472472 = -1076528.939510
  nChanged 16
		SP:Iteration 44Q (83095.260000 sec): 3 clusters
  Score: Raw -1079488.808592 + Penalty 2953.472472 = -1076535.336119
  nChanged 14
		SP:Iteration 45Q (83095.490000 sec): 3 clusters
  Score: Raw -1079493.376897 + Penalty 2953.472472 = -1076539.904424
  nChanged 11
		SP:Iteration 46Q (83095.720000 sec): 3 clusters
  Score: Raw -1079497.087166 + Penalty 2953.472472 = -1076543.614694
  nChanged 12
		SP:Iteration 47Q (83096.000000 sec): 3 clusters
  Score: Raw -1079501.210024 + Penalty 2953.472472 = -1076547.737552
  nChanged 14
		SP:Iteration 48Q (83096.210000 sec): 3 clusters
  Score: Raw -1079506.045033 + Penalty 2953.472472 = -1076552.572561
  nChanged 26
		SP:Iteration 49Q (83096.470000 sec): 3 clusters
  Score: Raw -1079515.705543 + Penalty 2953.472472 = -1076562.233071
  nChanged 32
		SP:Iteration 50Q (83096.680000 sec): 3 clusters
  Score: Raw -1079529.524443 + Penalty 2953.472472 = -1076576.051971
  nChanged 28
		SP:Iteration 51Q (83096.880000 sec): 3 clusters
  Score: Raw -1079541.113819 + Penalty 2953.472472 = -1076587.641346
  nChanged 24
		SP:Iteration 52Q (83097.100000 sec): 3 clusters
  Score: Raw -1079549.486043 + Penalty 2953.472472 = -1076596.013571
  nChanged 23
		SP:Iteration 53Q (83097.280000 sec): 3 clusters
  Score: Raw -1079559.765063 + Penalty 2953.472472 = -1076606.292591
  nChanged 31
		SP:Iteration 54Q (83097.460000 sec): 3 clusters
  Score: Raw -1079572.439918 + Penalty 2953.472472 = -1076618.967446
  nChanged 29
		SP:Iteration 55Q (83097.650000 sec): 3 clusters
  Score: Raw -1079584.944293 + Penalty 2953.472472 = -1076631.471820
  nChanged 27
		SP:Iteration 56Q (83097.890000 sec): 3 clusters
  Score: Raw -1079598.419985 + Penalty 2953.472472 = -1076644.947513
  nChanged 18
		SP:Iteration 57Q (83098.060000 sec): 3 clusters
  Score: Raw -1079606.289293 + Penalty 2953.472472 = -1076652.816821
  nChanged 21
		SP:Iteration 58Q (83098.270000 sec): 3 clusters
  Score: Raw -1079614.510352 + Penalty 2953.472472 = -1076661.037879
  nChanged 18
		SP:Iteration 59Q (83098.510000 sec): 3 clusters
  Score: Raw -1079624.058025 + Penalty 2953.472472 = -1076670.585553
  nChanged 21
		SP:Iteration 60F (83098.700000 sec): 3 clusters
  Score: Raw -1079634.153914 + Penalty 2953.472472 = -1076680.681441
  nChanged 17
		SP:Iteration 61Q (83098.900000 sec): 3 clusters
  Score: Raw -1079642.925722 + Penalty 2953.472472 = -1076689.453250
  nChanged 16
		SP:Iteration 62Q (83099.100000 sec): 3 clusters
  Score: Raw -1079648.711402 + Penalty 2953.472472 = -1076695.238930
  nChanged 13
		SP:Iteration 63Q (83099.290000 sec): 3 clusters
  Score: Raw -1079654.415927 + Penalty 2953.472472 = -1076700.943455
  nChanged 13
		SP:Iteration 64Q (83099.540000 sec): 3 clusters
  Score: Raw -1079660.691087 + Penalty 2953.472472 = -1076707.218614
  nChanged 14
		SP:Iteration 65Q (83099.830000 sec): 3 clusters
  Score: Raw -1079667.749436 + Penalty 2953.472472 = -1076714.276964
  nChanged 11
		SP:Iteration 66Q (83100.050000 sec): 3 clusters
  Score: Raw -1079672.084525 + Penalty 2953.472472 = -1076718.612052
  nChanged 16
		SP:Iteration 67Q (83100.280000 sec): 3 clusters
  Score: Raw -1079678.385180 + Penalty 2953.472472 = -1076724.912707
  nChanged 9
		SP:Iteration 68Q (83100.440000 sec): 3 clusters
  Score: Raw -1079681.641432 + Penalty 2953.472472 = -1076728.168960
  nChanged 6
		SP:Iteration 69Q (83100.660000 sec): 3 clusters
  Score: Raw -1079683.800638 + Penalty 2953.472472 = -1076730.328166
  nChanged 3
		SP:Iteration 70Q (83100.880000 sec): 3 clusters
  Score: Raw -1079684.457592 + Penalty 2953.472472 = -1076730.985120
  nChanged 5
		SP:Iteration 71Q (83101.110000 sec): 3 clusters
  Score: Raw -1079688.421148 + Penalty 2953.472472 = -1076734.948675
  nChanged 11
		SP:Iteration 72Q (83101.330000 sec): 3 clusters
  Score: Raw -1079693.210092 + Penalty 2953.472472 = -1076739.737620
  nChanged 9
		SP:Iteration 73Q (83101.540000 sec): 3 clusters
  Score: Raw -1079697.749617 + Penalty 2953.472472 = -1076744.277145
  nChanged 12
		SP:Iteration 74Q (83101.710000 sec): 3 clusters
  Score: Raw -1079702.022132 + Penalty 2953.472472 = -1076748.549660
  nChanged 6
		SP:Iteration 75Q (83101.940000 sec): 3 clusters
  Score: Raw -1079703.834800 + Penalty 2953.472472 = -1076750.362328
  nChanged 3
		SP:Iteration 76Q (83102.180000 sec): 3 clusters
  Score: Raw -1079704.949008 + Penalty 2953.472472 = -1076751.476536
  nChanged 3
		SP:Iteration 77Q (83102.390000 sec): 3 clusters
  Score: Raw -1079706.632614 + Penalty 2953.472472 = -1076753.160141
  nChanged 5
		SP:Iteration 78Q (83102.610000 sec): 3 clusters
  Score: Raw -1079707.797274 + Penalty 2953.472472 = -1076754.324802
  nChanged 7
		SP:Iteration 79Q (83102.890000 sec): 3 clusters
  Score: Raw -1079709.823444 + Penalty 2953.472472 = -1076756.350972
  nChanged 4
		SP:Iteration 80F (83103.110000 sec): 3 clusters
  Score: Raw -1079711.800571 + Penalty 2953.472472 = -1076758.328099
  nChanged 2
		SP:Iteration 81Q (83103.350000 sec): 3 clusters
  Score: Raw -1079712.734299 + Penalty 2953.472472 = -1076759.261827
  nChanged 1
		SP:Iteration 82Q (83103.570000 sec): 3 clusters
  Score: Raw -1079713.066707 + Penalty 2953.472472 = -1076759.594235
  nChanged 0
		SP:Iteration 83F (83103.830000 sec): 3 clusters
  Score: Raw -1079713.066707 + Penalty 2953.472472 = -1076759.594235
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83103.990000 sec): 2 clusters
  Score: Raw -854240.546678 + Penalty 1445.317059 = -852795.229619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83104.180000 sec): 3 clusters
  Score: Raw -850258.868891 + Penalty 2890.634118 = -847368.234773
  nChanged 3038
		SP:Iteration 1F (83104.400000 sec): 3 clusters
  Score: Raw -851880.758049 + Penalty 2890.634118 = -848990.123931
  nChanged 468
		SP:Iteration 2F (83104.580000 sec): 3 clusters
  Score: Raw -852092.419484 + Penalty 2890.634118 = -849201.785366
  nChanged 348
		SP:Iteration 3Q (83104.820000 sec): 3 clusters
  Score: Raw -852242.192532 + Penalty 2890.634118 = -849351.558414
  nChanged 270
		SP:Iteration 4Q (83105.030000 sec): 3 clusters
  Score: Raw -852373.835209 + Penalty 2890.634118 = -849483.201091
  nChanged 265
		SP:Iteration 5Q (83105.260000 sec): 3 clusters
  Score: Raw -852494.983075 + Penalty 2890.634118 = -849604.348957
  nChanged 228
		SP:Iteration 6Q (83105.480000 sec): 3 clusters
  Score: Raw -852598.397614 + Penalty 2890.634118 = -849707.763496
  nChanged 246
		SP:Iteration 7Q (83105.710000 sec): 3 clusters
  Score: Raw -852703.880933 + Penalty 2890.634118 = -849813.246814
  nChanged 219
		SP:Iteration 8Q (83105.930000 sec): 3 clusters
  Score: Raw -852806.778626 + Penalty 2890.634118 = -849916.144508
  nChanged 223
		SP:Iteration 9Q (83106.150000 sec): 3 clusters
  Score: Raw -852929.704323 + Penalty 2890.634118 = -850039.070205
  nChanged 240
		SP:Iteration 10Q (83106.360000 sec): 3 clusters
  Score: Raw -853059.216349 + Penalty 2890.634118 = -850168.582231
  nChanged 210
		SP:Iteration 11Q (83106.580000 sec): 3 clusters
  Score: Raw -853178.016719 + Penalty 2890.634118 = -850287.382601
  nChanged 212
		SP:Iteration 12Q (83106.850000 sec): 3 clusters
  Score: Raw -853303.849852 + Penalty 2890.634118 = -850413.215734
  nChanged 205
		SP:Iteration 13Q (83107.030000 sec): 3 clusters
  Score: Raw -853411.491564 + Penalty 2890.634118 = -850520.857446
  nChanged 192
		SP:Iteration 14Q (83107.300000 sec): 3 clusters
  Score: Raw -853527.725244 + Penalty 2890.634118 = -850637.091126
  nChanged 191
		SP:Iteration 15Q (83107.520000 sec): 3 clusters
  Score: Raw -853661.790250 + Penalty 2890.634118 = -850771.156132
  nChanged 199
		SP:Iteration 16Q (83107.750000 sec): 3 clusters
  Score: Raw -853804.021818 + Penalty 2890.634118 = -850913.387699
  nChanged 176
		SP:Iteration 17Q (83107.980000 sec): 3 clusters
  Score: Raw -853924.265566 + Penalty 2890.634118 = -851033.631448
  nChanged 157
		SP:Iteration 18Q (83108.230000 sec): 3 clusters
  Score: Raw -854027.425332 + Penalty 2890.634118 = -851136.791214
  nChanged 133
		SP:Iteration 19Q (83108.430000 sec): 3 clusters
  Score: Raw -854112.469564 + Penalty 2890.634118 = -851221.835446
  nChanged 120
		SP:Iteration 20F (83108.650000 sec): 3 clusters
  Score: Raw -854185.536416 + Penalty 2890.634118 = -851294.902298
  nChanged 101
		SP:Iteration 21Q (83108.850000 sec): 3 clusters
  Score: Raw -854244.709617 + Penalty 2890.634118 = -851354.075499
  nChanged 89
		SP:Iteration 22Q (83109.070000 sec): 3 clusters
  Score: Raw -854294.127838 + Penalty 2890.634118 = -851403.493720
  nChanged 58
		SP:Iteration 23Q (83109.270000 sec): 3 clusters
  Score: Raw -854325.778183 + Penalty 2890.634118 = -851435.144065
  nChanged 41
		SP:Iteration 24Q (83109.490000 sec): 3 clusters
  Score: Raw -854347.538710 + Penalty 2890.634118 = -851456.904592
  nChanged 31
		SP:Iteration 25Q (83109.710000 sec): 3 clusters
  Score: Raw -854361.081224 + Penalty 2890.634118 = -851470.447106
  nChanged 37
		SP:Iteration 26Q (83109.890000 sec): 3 clusters
  Score: Raw -854380.935184 + Penalty 2890.634118 = -851490.301066
  nChanged 33
		SP:Iteration 27Q (83110.100000 sec): 3 clusters
  Score: Raw -854398.942337 + Penalty 2890.634118 = -851508.308219
  nChanged 29
		SP:Iteration 28Q (83110.340000 sec): 3 clusters
  Score: Raw -854415.257232 + Penalty 2890.634118 = -851524.623114
  nChanged 21
		SP:Iteration 29Q (83110.540000 sec): 3 clusters
  Score: Raw -854427.471912 + Penalty 2890.634118 = -851536.837794
  nChanged 26
		SP:Iteration 30Q (83110.770000 sec): 3 clusters
  Score: Raw -854441.062108 + Penalty 2890.634118 = -851550.427990
  nChanged 18
		SP:Iteration 31Q (83111.010000 sec): 3 clusters
  Score: Raw -854451.013623 + Penalty 2890.634118 = -851560.379505
  nChanged 15
		SP:Iteration 32Q (83111.200000 sec): 3 clusters
  Score: Raw -854459.236662 + Penalty 2890.634118 = -851568.602544
  nChanged 12
		SP:Iteration 33Q (83111.410000 sec): 3 clusters
  Score: Raw -854464.148836 + Penalty 2890.634118 = -851573.514718
  nChanged 12
		SP:Iteration 34Q (83111.630000 sec): 3 clusters
  Score: Raw -854468.962926 + Penalty 2890.634118 = -851578.328808
  nChanged 7
		SP:Iteration 35Q (83111.850000 sec): 3 clusters
  Score: Raw -854471.157653 + Penalty 2890.634118 = -851580.523534
  nChanged 4
		SP:Iteration 36Q (83112.070000 sec): 3 clusters
  Score: Raw -854473.928344 + Penalty 2890.634118 = -851583.294225
  nChanged 3
		SP:Iteration 37Q (83112.250000 sec): 3 clusters
  Score: Raw -854475.291518 + Penalty 2890.634118 = -851584.657399
  nChanged 2
		SP:Iteration 38Q (83112.490000 sec): 3 clusters
  Score: Raw -854476.381592 + Penalty 2890.634118 = -851585.747474
  nChanged 4
		SP:Iteration 39Q (83112.670000 sec): 3 clusters
  Score: Raw -854478.561301 + Penalty 2890.634118 = -851587.927183
  nChanged 3
		SP:Iteration 40F (83112.880000 sec): 3 clusters
  Score: Raw -854479.722547 + Penalty 2890.634118 = -851589.088429
  nChanged 5
		SP:Iteration 41Q (83113.130000 sec): 3 clusters
  Score: Raw -854482.193651 + Penalty 2890.634118 = -851591.559533
  nChanged 3
		SP:Iteration 42Q (83113.330000 sec): 3 clusters
  Score: Raw -854483.715520 + Penalty 2890.634118 = -851593.081402
  nChanged 2
		SP:Iteration 43Q (83113.540000 sec): 3 clusters
  Score: Raw -854484.787759 + Penalty 2890.634118 = -851594.153641
  nChanged 1
		SP:Iteration 44Q (83113.790000 sec): 3 clusters
  Score: Raw -854485.090160 + Penalty 2890.634118 = -851594.456042
  nChanged 1
		SP:Iteration 45Q (83113.990000 sec): 3 clusters
  Score: Raw -854485.563219 + Penalty 2890.634118 = -851594.929101
  nChanged 1
		SP:Iteration 46Q (83114.190000 sec): 3 clusters
  Score: Raw -854485.878595 + Penalty 2890.634118 = -851595.244477
  nChanged 1
		SP:Iteration 47Q (83114.390000 sec): 3 clusters
  Score: Raw -854486.659618 + Penalty 2890.634118 = -851596.025500
  nChanged 5
		SP:Iteration 48Q (83114.610000 sec): 3 clusters
  Score: Raw -854489.578710 + Penalty 2890.634118 = -851598.944591
  nChanged 5
		SP:Iteration 49Q (83114.820000 sec): 3 clusters
  Score: Raw -854491.215024 + Penalty 2890.634118 = -851600.580906
  nChanged 3
		SP:Iteration 50Q (83115.030000 sec): 3 clusters
  Score: Raw -854492.443470 + Penalty 2890.634118 = -851601.809352
  nChanged 6
		SP:Iteration 51Q (83115.270000 sec): 3 clusters
  Score: Raw -854495.835919 + Penalty 2890.634118 = -851605.201801
  nChanged 7
		SP:Iteration 52Q (83115.500000 sec): 3 clusters
  Score: Raw -854499.373301 + Penalty 2890.634118 = -851608.739183
  nChanged 7
		SP:Iteration 53Q (83115.740000 sec): 3 clusters
  Score: Raw -854503.691009 + Penalty 2890.634118 = -851613.056891
  nChanged 9
		SP:Iteration 54Q (83115.980000 sec): 3 clusters
  Score: Raw -854508.213817 + Penalty 2890.634118 = -851617.579699
  nChanged 6
		SP:Iteration 55Q (83116.220000 sec): 3 clusters
  Score: Raw -854510.704340 + Penalty 2890.634118 = -851620.070221
  nChanged 5
		SP:Iteration 56Q (83116.440000 sec): 3 clusters
  Score: Raw -854513.598570 + Penalty 2890.634118 = -851622.964452
  nChanged 5
		SP:Iteration 57Q (83116.610000 sec): 3 clusters
  Score: Raw -854516.264978 + Penalty 2890.634118 = -851625.630860
  nChanged 6
		SP:Iteration 58Q (83116.830000 sec): 3 clusters
  Score: Raw -854518.606207 + Penalty 2890.634118 = -851627.972089
  nChanged 3
		SP:Iteration 59Q (83117.020000 sec): 3 clusters
  Score: Raw -854519.712170 + Penalty 2890.634118 = -851629.078052
  nChanged 6
		SP:Iteration 60F (83117.280000 sec): 3 clusters
  Score: Raw -854522.585206 + Penalty 2890.634118 = -851631.951088
  nChanged 4
		SP:Iteration 61Q (83117.450000 sec): 3 clusters
  Score: Raw -854524.494242 + Penalty 2890.634118 = -851633.860124
  nChanged 4
		SP:Iteration 62Q (83117.660000 sec): 3 clusters
  Score: Raw -854526.707870 + Penalty 2890.634118 = -851636.073752
  nChanged 5
		SP:Iteration 63Q (83117.900000 sec): 3 clusters
  Score: Raw -854529.592798 + Penalty 2890.634118 = -851638.958680
  nChanged 6
		SP:Iteration 64Q (83118.090000 sec): 3 clusters
  Score: Raw -854534.098246 + Penalty 2890.634118 = -851643.464128
  nChanged 2
		SP:Iteration 65Q (83118.280000 sec): 3 clusters
  Score: Raw -854536.028593 + Penalty 2890.634118 = -851645.394474
  nChanged 2
		SP:Iteration 66Q (83118.550000 sec): 3 clusters
  Score: Raw -854536.839494 + Penalty 2890.634118 = -851646.205376
  nChanged 4
		SP:Iteration 67Q (83118.730000 sec): 3 clusters
  Score: Raw -854538.114931 + Penalty 2890.634118 = -851647.480813
  nChanged 1
		SP:Iteration 68Q (83119.010000 sec): 3 clusters
  Score: Raw -854538.885276 + Penalty 2890.634118 = -851648.251158
  nChanged 2
		SP:Iteration 69Q (83119.270000 sec): 3 clusters
  Score: Raw -854540.177346 + Penalty 2890.634118 = -851649.543228
  nChanged 1
		SP:Iteration 70Q (83119.470000 sec): 3 clusters
  Score: Raw -854540.749968 + Penalty 2890.634118 = -851650.115850
  nChanged 0
		SP:Iteration 71F (83119.720000 sec): 3 clusters
  Score: Raw -854540.749968 + Penalty 2890.634118 = -851650.115850
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83119.840000 sec): 2 clusters
  Score: Raw -922887.986645 + Penalty 1483.518922 = -921404.467723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83120.070000 sec): 3 clusters
  Score: Raw -917688.276050 + Penalty 2967.037844 = -914721.238206
  nChanged 3974
		SP:Iteration 1F (83120.390000 sec): 3 clusters
  Score: Raw -919873.437202 + Penalty 2967.037844 = -916906.399358
  nChanged 577
		SP:Iteration 2F (83120.660000 sec): 3 clusters
  Score: Raw -920120.294346 + Penalty 2967.037844 = -917153.256502
  nChanged 457
		SP:Iteration 3Q (83120.900000 sec): 3 clusters
  Score: Raw -920304.158863 + Penalty 2967.037844 = -917337.121019
  nChanged 376
		SP:Iteration 4Q (83121.090000 sec): 3 clusters
  Score: Raw -920463.067742 + Penalty 2967.037844 = -917496.029898
  nChanged 343
		SP:Iteration 5Q (83121.330000 sec): 3 clusters
  Score: Raw -920602.767857 + Penalty 2967.037844 = -917635.730013
  nChanged 291
		SP:Iteration 6Q (83121.530000 sec): 3 clusters
  Score: Raw -920725.107091 + Penalty 2967.037844 = -917758.069247
  nChanged 282
		SP:Iteration 7Q (83121.770000 sec): 3 clusters
  Score: Raw -920844.181810 + Penalty 2967.037844 = -917877.143966
  nChanged 273
		SP:Iteration 8Q (83121.960000 sec): 3 clusters
  Score: Raw -920954.210465 + Penalty 2967.037844 = -917987.172621
  nChanged 277
		SP:Iteration 9Q (83122.200000 sec): 3 clusters
  Score: Raw -921072.469585 + Penalty 2967.037844 = -918105.431741
  nChanged 281
		SP:Iteration 10Q (83122.430000 sec): 3 clusters
  Score: Raw -921202.144450 + Penalty 2967.037844 = -918235.106606
  nChanged 275
		SP:Iteration 11Q (83122.640000 sec): 3 clusters
  Score: Raw -921337.965598 + Penalty 2967.037844 = -918370.927754
  nChanged 302
		SP:Iteration 12Q (83122.890000 sec): 3 clusters
  Score: Raw -921484.163470 + Penalty 2967.037844 = -918517.125625
  nChanged 284
		SP:Iteration 13Q (83123.100000 sec): 3 clusters
  Score: Raw -921625.513300 + Penalty 2967.037844 = -918658.475456
  nChanged 286
		SP:Iteration 14Q (83123.350000 sec): 3 clusters
  Score: Raw -921780.968393 + Penalty 2967.037844 = -918813.930549
  nChanged 309
		SP:Iteration 15Q (83123.650000 sec): 3 clusters
  Score: Raw -921935.410988 + Penalty 2967.037844 = -918968.373144
  nChanged 293
		SP:Iteration 16Q (83123.870000 sec): 3 clusters
  Score: Raw -922071.111963 + Penalty 2967.037844 = -919104.074119
  nChanged 239
		SP:Iteration 17Q (83124.120000 sec): 3 clusters
  Score: Raw -922208.005629 + Penalty 2967.037844 = -919240.967785
  nChanged 227
		SP:Iteration 18Q (83124.350000 sec): 3 clusters
  Score: Raw -922311.298680 + Penalty 2967.037844 = -919344.260836
  nChanged 184
		SP:Iteration 19Q (83124.540000 sec): 3 clusters
  Score: Raw -922389.155182 + Penalty 2967.037844 = -919422.117338
  nChanged 145
		SP:Iteration 20F (83124.800000 sec): 3 clusters
  Score: Raw -922446.226710 + Penalty 2967.037844 = -919479.188866
  nChanged 141
		SP:Iteration 21Q (83125.060000 sec): 3 clusters
  Score: Raw -922492.441508 + Penalty 2967.037844 = -919525.403664
  nChanged 131
		SP:Iteration 22Q (83125.300000 sec): 3 clusters
  Score: Raw -922534.924085 + Penalty 2967.037844 = -919567.886241
  nChanged 123
		SP:Iteration 23Q (83125.520000 sec): 3 clusters
  Score: Raw -922578.188440 + Penalty 2967.037844 = -919611.150596
  nChanged 121
		SP:Iteration 24Q (83125.720000 sec): 3 clusters
  Score: Raw -922617.723048 + Penalty 2967.037844 = -919650.685204
  nChanged 115
		SP:Iteration 25Q (83125.940000 sec): 3 clusters
  Score: Raw -922649.501496 + Penalty 2967.037844 = -919682.463652
  nChanged 95
		SP:Iteration 26Q (83126.160000 sec): 3 clusters
  Score: Raw -922675.310362 + Penalty 2967.037844 = -919708.272518
  nChanged 91
		SP:Iteration 27Q (83126.420000 sec): 3 clusters
  Score: Raw -922703.482347 + Penalty 2967.037844 = -919736.444503
  nChanged 98
		SP:Iteration 28Q (83126.620000 sec): 3 clusters
  Score: Raw -922735.723630 + Penalty 2967.037844 = -919768.685786
  nChanged 91
		SP:Iteration 29Q (83126.900000 sec): 3 clusters
  Score: Raw -922763.702004 + Penalty 2967.037844 = -919796.664159
  nChanged 76
		SP:Iteration 30Q (83127.130000 sec): 3 clusters
  Score: Raw -922785.118255 + Penalty 2967.037844 = -919818.080411
  nChanged 65
		SP:Iteration 31Q (83127.320000 sec): 3 clusters
  Score: Raw -922804.203964 + Penalty 2967.037844 = -919837.166119
  nChanged 76
		SP:Iteration 32Q (83127.570000 sec): 3 clusters
  Score: Raw -922828.370733 + Penalty 2967.037844 = -919861.332889
  nChanged 68
		SP:Iteration 33Q (83127.780000 sec): 3 clusters
  Score: Raw -922849.967834 + Penalty 2967.037844 = -919882.929990
  nChanged 62
		SP:Iteration 34Q (83128.050000 sec): 3 clusters
  Score: Raw -922865.867008 + Penalty 2967.037844 = -919898.829164
  nChanged 49
		SP:Iteration 35Q (83128.300000 sec): 3 clusters
  Score: Raw -922877.124794 + Penalty 2967.037844 = -919910.086950
  nChanged 46
		SP:Iteration 36Q (83128.520000 sec): 3 clusters
  Score: Raw -922886.847919 + Penalty 2967.037844 = -919919.810075
  nChanged 38
		SP:Iteration 37Q (83128.750000 sec): 3 clusters
  Score: Raw -922896.711787 + Penalty 2967.037844 = -919929.673942
  nChanged 41
		SP:Iteration 38Q (83128.980000 sec): 3 clusters
  Score: Raw -922909.492195 + Penalty 2967.037844 = -919942.454351
  nChanged 42
		SP:Iteration 39Q (83129.230000 sec): 3 clusters
  Score: Raw -922920.034420 + Penalty 2967.037844 = -919952.996576
  nChanged 37
		SP:Iteration 40F (83129.460000 sec): 3 clusters
  Score: Raw -922929.609637 + Penalty 2967.037844 = -919962.571793
  nChanged 40
		SP:Iteration 41Q (83129.650000 sec): 3 clusters
  Score: Raw -922941.105831 + Penalty 2967.037844 = -919974.067987
  nChanged 39
		SP:Iteration 42Q (83129.820000 sec): 3 clusters
  Score: Raw -922950.948312 + Penalty 2967.037844 = -919983.910468
  nChanged 32
		SP:Iteration 43Q (83130.060000 sec): 3 clusters
  Score: Raw -922959.546862 + Penalty 2967.037844 = -919992.509018
  nChanged 28
		SP:Iteration 44Q (83130.230000 sec): 3 clusters
  Score: Raw -922966.505922 + Penalty 2967.037844 = -919999.468077
  nChanged 28
		SP:Iteration 45Q (83130.470000 sec): 3 clusters
  Score: Raw -922972.499194 + Penalty 2967.037844 = -920005.461350
  nChanged 27
		SP:Iteration 46Q (83130.740000 sec): 3 clusters
  Score: Raw -922978.593591 + Penalty 2967.037844 = -920011.555747
  nChanged 26
		SP:Iteration 47Q (83130.960000 sec): 3 clusters
  Score: Raw -922985.279808 + Penalty 2967.037844 = -920018.241964
  nChanged 22
		SP:Iteration 48Q (83131.230000 sec): 3 clusters
  Score: Raw -922992.332342 + Penalty 2967.037844 = -920025.294498
  nChanged 18
		SP:Iteration 49Q (83131.470000 sec): 3 clusters
  Score: Raw -922997.891586 + Penalty 2967.037844 = -920030.853742
  nChanged 21
		SP:Iteration 50Q (83131.680000 sec): 3 clusters
  Score: Raw -923003.262455 + Penalty 2967.037844 = -920036.224611
  nChanged 23
		SP:Iteration 51Q (83131.890000 sec): 3 clusters
  Score: Raw -923008.180630 + Penalty 2967.037844 = -920041.142786
  nChanged 21
		SP:Iteration 52Q (83132.160000 sec): 3 clusters
  Score: Raw -923012.955647 + Penalty 2967.037844 = -920045.917803
  nChanged 26
		SP:Iteration 53Q (83132.410000 sec): 3 clusters
  Score: Raw -923018.155500 + Penalty 2967.037844 = -920051.117655
  nChanged 18
		SP:Iteration 54Q (83132.680000 sec): 3 clusters
  Score: Raw -923021.383383 + Penalty 2967.037844 = -920054.345538
  nChanged 14
		SP:Iteration 55Q (83132.890000 sec): 3 clusters
  Score: Raw -923024.321531 + Penalty 2967.037844 = -920057.283687
  nChanged 11
		SP:Iteration 56Q (83133.110000 sec): 3 clusters
  Score: Raw -923026.417553 + Penalty 2967.037844 = -920059.379709
  nChanged 8
		SP:Iteration 57Q (83133.350000 sec): 3 clusters
  Score: Raw -923027.744528 + Penalty 2967.037844 = -920060.706684
  nChanged 9
		SP:Iteration 58Q (83133.590000 sec): 3 clusters
  Score: Raw -923029.123544 + Penalty 2967.037844 = -920062.085700
  nChanged 4
		SP:Iteration 59Q (83133.820000 sec): 3 clusters
  Score: Raw -923029.733468 + Penalty 2967.037844 = -920062.695624
  nChanged 6
		SP:Iteration 60F (83134.030000 sec): 3 clusters
  Score: Raw -923030.877310 + Penalty 2967.037844 = -920063.839466
  nChanged 8
		SP:Iteration 61Q (83134.270000 sec): 3 clusters
  Score: Raw -923032.185096 + Penalty 2967.037844 = -920065.147252
  nChanged 6
		SP:Iteration 62Q (83134.470000 sec): 3 clusters
  Score: Raw -923032.940469 + Penalty 2967.037844 = -920065.902625
  nChanged 5
		SP:Iteration 63Q (83134.730000 sec): 3 clusters
  Score: Raw -923033.895636 + Penalty 2967.037844 = -920066.857792
  nChanged 3
		SP:Iteration 64Q (83134.960000 sec): 3 clusters
  Score: Raw -923034.646957 + Penalty 2967.037844 = -920067.609113
  nChanged 5
		SP:Iteration 65Q (83135.170000 sec): 3 clusters
  Score: Raw -923035.785782 + Penalty 2967.037844 = -920068.747938
  nChanged 6
		SP:Iteration 66Q (83135.420000 sec): 3 clusters
  Score: Raw -923037.317242 + Penalty 2967.037844 = -920070.279398
  nChanged 7
		SP:Iteration 67Q (83135.630000 sec): 3 clusters
  Score: Raw -923038.429208 + Penalty 2967.037844 = -920071.391364
  nChanged 5
		SP:Iteration 68Q (83135.850000 sec): 3 clusters
  Score: Raw -923039.485239 + Penalty 2967.037844 = -920072.447395
  nChanged 3
		SP:Iteration 69Q (83136.060000 sec): 3 clusters
  Score: Raw -923040.062869 + Penalty 2967.037844 = -920073.025025
  nChanged 4
		SP:Iteration 70Q (83136.250000 sec): 3 clusters
  Score: Raw -923040.648637 + Penalty 2967.037844 = -920073.610793
  nChanged 4
		SP:Iteration 71Q (83136.440000 sec): 3 clusters
  Score: Raw -923041.524946 + Penalty 2967.037844 = -920074.487102
  nChanged 4
		SP:Iteration 72Q (83136.630000 sec): 3 clusters
  Score: Raw -923042.189252 + Penalty 2967.037844 = -920075.151407
  nChanged 3
		SP:Iteration 73Q (83136.890000 sec): 3 clusters
  Score: Raw -923042.633255 + Penalty 2967.037844 = -920075.595411
  nChanged 4
		SP:Iteration 74Q (83137.080000 sec): 3 clusters
  Score: Raw -923043.107407 + Penalty 2967.037844 = -920076.069563
  nChanged 2
		SP:Iteration 75Q (83137.310000 sec): 3 clusters
  Score: Raw -923043.885683 + Penalty 2967.037844 = -920076.847839
  nChanged 3
		SP:Iteration 76Q (83137.490000 sec): 3 clusters
  Score: Raw -923044.769821 + Penalty 2967.037844 = -920077.731977
  nChanged 5
		SP:Iteration 77Q (83137.720000 sec): 3 clusters
  Score: Raw -923045.377039 + Penalty 2967.037844 = -920078.339195
  nChanged 3
		SP:Iteration 78Q (83137.970000 sec): 3 clusters
  Score: Raw -923045.839971 + Penalty 2967.037844 = -920078.802127
  nChanged 1
		SP:Iteration 79Q (83138.150000 sec): 3 clusters
  Score: Raw -923045.946334 + Penalty 2967.037844 = -920078.908490
  nChanged 0
		SP:Iteration 80F (83138.370000 sec): 3 clusters
  Score: Raw -923045.946334 + Penalty 2967.037844 = -920078.908490
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83138.670000 sec): 2 clusters
  Score: Raw -4325959.973871 + Penalty 1718.624598 = -4324241.349272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83139.050000 sec): 3 clusters
  Score: Raw -4301433.897411 + Penalty 3437.249197 = -4297996.648215
  nChanged 18111
		SP:Iteration 1F (83139.380000 sec): 3 clusters
  Score: Raw -4312212.686619 + Penalty 3437.249197 = -4308775.437423
  nChanged 2162
		SP:Iteration 2F (83139.770000 sec): 3 clusters
  Score: Raw -4313284.865320 + Penalty 3437.249197 = -4309847.616123
  nChanged 2301
		SP:Iteration 3F (83140.110000 sec): 3 clusters
  Score: Raw -4314508.932509 + Penalty 3437.249197 = -4311071.683312
  nChanged 2328
		SP:Iteration 4F (83140.530000 sec): 3 clusters
  Score: Raw -4315667.103127 + Penalty 3437.249197 = -4312229.853930
  nChanged 2172
		SP:Iteration 5F (83140.910000 sec): 3 clusters
  Score: Raw -4316620.341030 + Penalty 3437.249197 = -4313183.091833
  nChanged 1884
		SP:Iteration 6Q (83141.320000 sec): 3 clusters
  Score: Raw -4317431.761528 + Penalty 3437.249197 = -4313994.512332
  nChanged 1760
		SP:Iteration 7Q (83141.730000 sec): 3 clusters
  Score: Raw -4318165.138861 + Penalty 3437.249197 = -4314727.889665
  nChanged 1525
		SP:Iteration 8Q (83142.070000 sec): 3 clusters
  Score: Raw -4318790.668527 + Penalty 3437.249197 = -4315353.419331
  nChanged 1384
		SP:Iteration 9Q (83142.470000 sec): 3 clusters
  Score: Raw -4319388.113937 + Penalty 3437.249197 = -4315950.864740
  nChanged 1247
		SP:Iteration 10Q (83142.880000 sec): 3 clusters
  Score: Raw -4319928.509584 + Penalty 3437.249197 = -4316491.260387
  nChanged 1135
		SP:Iteration 11Q (83143.250000 sec): 3 clusters
  Score: Raw -4320457.908551 + Penalty 3437.249197 = -4317020.659354
  nChanged 1047
		SP:Iteration 12Q (83143.640000 sec): 3 clusters
  Score: Raw -4320996.563382 + Penalty 3437.249197 = -4317559.314186
  nChanged 966
		SP:Iteration 13Q (83144.010000 sec): 3 clusters
  Score: Raw -4321468.946704 + Penalty 3437.249197 = -4318031.697507
  nChanged 892
		SP:Iteration 14Q (83144.380000 sec): 3 clusters
  Score: Raw -4321904.958647 + Penalty 3437.249197 = -4318467.709450
  nChanged 830
		SP:Iteration 15Q (83144.750000 sec): 3 clusters
  Score: Raw -4322291.852320 + Penalty 3437.249197 = -4318854.603123
  nChanged 722
		SP:Iteration 16Q (83145.090000 sec): 3 clusters
  Score: Raw -4322612.132480 + Penalty 3437.249197 = -4319174.883283
  nChanged 644
		SP:Iteration 17Q (83145.430000 sec): 3 clusters
  Score: Raw -4322896.666381 + Penalty 3437.249197 = -4319459.417184
  nChanged 594
		SP:Iteration 18Q (83145.760000 sec): 3 clusters
  Score: Raw -4323160.301921 + Penalty 3437.249197 = -4319723.052725
  nChanged 607
		SP:Iteration 19Q (83146.100000 sec): 3 clusters
  Score: Raw -4323419.283281 + Penalty 3437.249197 = -4319982.034085
  nChanged 530
		SP:Iteration 20F (83146.460000 sec): 3 clusters
  Score: Raw -4323599.559942 + Penalty 3437.249197 = -4320162.310745
  nChanged 465
		SP:Iteration 21Q (83146.830000 sec): 3 clusters
  Score: Raw -4323720.940196 + Penalty 3437.249197 = -4320283.691000
  nChanged 341
		SP:Iteration 22Q (83147.190000 sec): 3 clusters
  Score: Raw -4323798.675271 + Penalty 3437.249197 = -4320361.426074
  nChanged 308
		SP:Iteration 23Q (83147.540000 sec): 3 clusters
  Score: Raw -4323863.123116 + Penalty 3437.249197 = -4320425.873919
  nChanged 256
		SP:Iteration 24Q (83147.890000 sec): 3 clusters
  Score: Raw -4323908.707927 + Penalty 3437.249197 = -4320471.458730
  nChanged 203
		SP:Iteration 25Q (83148.290000 sec): 3 clusters
  Score: Raw -4323936.175634 + Penalty 3437.249197 = -4320498.926437
  nChanged 167
		SP:Iteration 26Q (83148.640000 sec): 3 clusters
  Score: Raw -4323957.810354 + Penalty 3437.249197 = -4320520.561157
  nChanged 161
		SP:Iteration 27Q (83149.010000 sec): 3 clusters
  Score: Raw -4323976.385288 + Penalty 3437.249197 = -4320539.136091
  nChanged 144
		SP:Iteration 28Q (83149.410000 sec): 3 clusters
  Score: Raw -4323992.000204 + Penalty 3437.249197 = -4320554.751007
  nChanged 134
		SP:Iteration 29Q (83149.800000 sec): 3 clusters
  Score: Raw -4324005.724531 + Penalty 3437.249197 = -4320568.475334
  nChanged 100
		SP:Iteration 30Q (83150.170000 sec): 3 clusters
  Score: Raw -4324015.055958 + Penalty 3437.249197 = -4320577.806761
  nChanged 101
		SP:Iteration 31Q (83150.600000 sec): 3 clusters
  Score: Raw -4324024.657849 + Penalty 3437.249197 = -4320587.408653
  nChanged 109
		SP:Iteration 32Q (83150.920000 sec): 3 clusters
  Score: Raw -4324034.330141 + Penalty 3437.249197 = -4320597.080944
  nChanged 108
		SP:Iteration 33Q (83151.300000 sec): 3 clusters
  Score: Raw -4324043.397083 + Penalty 3437.249197 = -4320606.147886
  nChanged 87
		SP:Iteration 34Q (83151.700000 sec): 3 clusters
  Score: Raw -4324051.795903 + Penalty 3437.249197 = -4320614.546707
  nChanged 94
		SP:Iteration 35Q (83152.060000 sec): 3 clusters
  Score: Raw -4324060.971898 + Penalty 3437.249197 = -4320623.722701
  nChanged 100
		SP:Iteration 36Q (83152.430000 sec): 3 clusters
  Score: Raw -4324070.383926 + Penalty 3437.249197 = -4320633.134729
  nChanged 97
		SP:Iteration 37Q (83152.840000 sec): 3 clusters
  Score: Raw -4324079.931806 + Penalty 3437.249197 = -4320642.682610
  nChanged 103
		SP:Iteration 38Q (83153.160000 sec): 3 clusters
  Score: Raw -4324089.274408 + Penalty 3437.249197 = -4320652.025211
  nChanged 95
		SP:Iteration 39Q (83153.510000 sec): 3 clusters
  Score: Raw -4324097.551721 + Penalty 3437.249197 = -4320660.302525
  nChanged 91
		SP:Iteration 40F (83153.860000 sec): 3 clusters
  Score: Raw -4324104.898774 + Penalty 3437.249197 = -4320667.649577
  nChanged 91
		SP:Iteration 41Q (83154.250000 sec): 3 clusters
  Score: Raw -4324112.399947 + Penalty 3437.249197 = -4320675.150750
  nChanged 79
		SP:Iteration 42Q (83154.620000 sec): 3 clusters
  Score: Raw -4324118.488988 + Penalty 3437.249197 = -4320681.239791
  nChanged 77
		SP:Iteration 43Q (83154.980000 sec): 3 clusters
  Score: Raw -4324123.916526 + Penalty 3437.249197 = -4320686.667330
  nChanged 70
		SP:Iteration 44Q (83155.370000 sec): 3 clusters
  Score: Raw -4324129.347136 + Penalty 3437.249197 = -4320692.097939
  nChanged 74
		SP:Iteration 45Q (83155.700000 sec): 3 clusters
  Score: Raw -4324136.023100 + Penalty 3437.249197 = -4320698.773903
  nChanged 81
		SP:Iteration 46Q (83156.050000 sec): 3 clusters
  Score: Raw -4324144.488312 + Penalty 3437.249197 = -4320707.239115
  nChanged 83
		SP:Iteration 47Q (83156.450000 sec): 3 clusters
  Score: Raw -4324153.908700 + Penalty 3437.249197 = -4320716.659503
  nChanged 107
		SP:Iteration 48Q (83156.850000 sec): 3 clusters
  Score: Raw -4324166.689528 + Penalty 3437.249197 = -4320729.440331
  nChanged 121
		SP:Iteration 49Q (83157.270000 sec): 3 clusters
  Score: Raw -4324183.306358 + Penalty 3437.249197 = -4320746.057162
  nChanged 141
		SP:Iteration 50Q (83157.670000 sec): 3 clusters
  Score: Raw -4324207.638752 + Penalty 3437.249197 = -4320770.389556
  nChanged 162
		SP:Iteration 51Q (83158.040000 sec): 3 clusters
  Score: Raw -4324234.754029 + Penalty 3437.249197 = -4320797.504833
  nChanged 178
		SP:Iteration 52Q (83158.380000 sec): 3 clusters
  Score: Raw -4324261.866120 + Penalty 3437.249197 = -4320824.616923
  nChanged 170
		SP:Iteration 53Q (83158.790000 sec): 3 clusters
  Score: Raw -4324290.458502 + Penalty 3437.249197 = -4320853.209306
  nChanged 178
		SP:Iteration 54Q (83159.150000 sec): 3 clusters
  Score: Raw -4324321.088254 + Penalty 3437.249197 = -4320883.839058
  nChanged 177
		SP:Iteration 55Q (83159.520000 sec): 3 clusters
  Score: Raw -4324351.818303 + Penalty 3437.249197 = -4320914.569106
  nChanged 191
		SP:Iteration 56Q (83159.910000 sec): 3 clusters
  Score: Raw -4324385.985946 + Penalty 3437.249197 = -4320948.736749
  nChanged 207
		SP:Iteration 57Q (83160.210000 sec): 3 clusters
  Score: Raw -4324425.680719 + Penalty 3437.249197 = -4320988.431522
  nChanged 212
		SP:Iteration 58Q (83160.520000 sec): 3 clusters
  Score: Raw -4324472.852290 + Penalty 3437.249197 = -4321035.603093
  nChanged 227
		SP:Iteration 59Q (83160.890000 sec): 3 clusters
  Score: Raw -4324529.547835 + Penalty 3437.249197 = -4321092.298638
  nChanged 274
		SP:Iteration 60F (83161.280000 sec): 3 clusters
  Score: Raw -4324600.525784 + Penalty 3437.249197 = -4321163.276587
  nChanged 264
		SP:Iteration 61Q (83161.710000 sec): 3 clusters
  Score: Raw -4324676.050828 + Penalty 3437.249197 = -4321238.801631
  nChanged 263
		SP:Iteration 62Q (83162.090000 sec): 3 clusters
  Score: Raw -4324757.298110 + Penalty 3437.249197 = -4321320.048914
  nChanged 255
		SP:Iteration 63Q (83162.460000 sec): 3 clusters
  Score: Raw -4324863.262801 + Penalty 3437.249197 = -4321426.013605
  nChanged 293
		SP:Iteration 64Q (83162.840000 sec): 3 clusters
  Score: Raw -4324988.648340 + Penalty 3437.249197 = -4321551.399143
  nChanged 299
		SP:Iteration 65Q (83163.170000 sec): 3 clusters
  Score: Raw -4325117.872011 + Penalty 3437.249197 = -4321680.622814
  nChanged 276
		SP:Iteration 66Q (83163.540000 sec): 3 clusters
  Score: Raw -4325238.897146 + Penalty 3437.249197 = -4321801.647950
  nChanged 293
		SP:Iteration 67Q (83163.870000 sec): 3 clusters
  Score: Raw -4325350.081800 + Penalty 3437.249197 = -4321912.832603
  nChanged 261
		SP:Iteration 68Q (83164.260000 sec): 3 clusters
  Score: Raw -4325441.667537 + Penalty 3437.249197 = -4322004.418340
  nChanged 241
		SP:Iteration 69Q (83164.640000 sec): 3 clusters
  Score: Raw -4325529.336972 + Penalty 3437.249197 = -4322092.087776
  nChanged 254
		SP:Iteration 70Q (83164.960000 sec): 3 clusters
  Score: Raw -4325615.892908 + Penalty 3437.249197 = -4322178.643711
  nChanged 230
		SP:Iteration 71Q (83165.310000 sec): 3 clusters
  Score: Raw -4325685.677958 + Penalty 3437.249197 = -4322248.428761
  nChanged 205
		SP:Iteration 72Q (83165.740000 sec): 3 clusters
  Score: Raw -4325751.232788 + Penalty 3437.249197 = -4322313.983592
  nChanged 189
		SP:Iteration 73Q (83166.110000 sec): 3 clusters
  Score: Raw -4325815.468048 + Penalty 3437.249197 = -4322378.218852
  nChanged 177
		SP:Iteration 74Q (83166.460000 sec): 3 clusters
  Score: Raw -4325875.085821 + Penalty 3437.249197 = -4322437.836625
  nChanged 166
		SP:Iteration 75Q (83166.800000 sec): 3 clusters
  Score: Raw -4325921.201880 + Penalty 3437.249197 = -4322483.952684
  nChanged 149
		SP:Iteration 76Q (83167.100000 sec): 3 clusters
  Score: Raw -4325961.802661 + Penalty 3437.249197 = -4322524.553464
  nChanged 129
		SP:Iteration 77Q (83167.520000 sec): 3 clusters
  Score: Raw -4325990.878805 + Penalty 3437.249197 = -4322553.629609
  nChanged 111
		SP:Iteration 78Q (83167.870000 sec): 3 clusters
  Score: Raw -4326018.504969 + Penalty 3437.249197 = -4322581.255772
  nChanged 115
		SP:Iteration 79Q (83168.200000 sec): 3 clusters
  Score: Raw -4326047.855925 + Penalty 3437.249197 = -4322610.606729
  nChanged 97
		SP:Iteration 80F (83168.580000 sec): 3 clusters
  Score: Raw -4326068.092576 + Penalty 3437.249197 = -4322630.843380
  nChanged 81
		SP:Iteration 81Q (83168.940000 sec): 3 clusters
  Score: Raw -4326087.249256 + Penalty 3437.249197 = -4322650.000060
  nChanged 82
		SP:Iteration 82Q (83169.300000 sec): 3 clusters
  Score: Raw -4326109.826190 + Penalty 3437.249197 = -4322672.576994
  nChanged 76
		SP:Iteration 83Q (83169.670000 sec): 3 clusters
  Score: Raw -4326127.556934 + Penalty 3437.249197 = -4322690.307737
  nChanged 65
		SP:Iteration 84Q (83169.970000 sec): 3 clusters
  Score: Raw -4326142.974628 + Penalty 3437.249197 = -4322705.725431
  nChanged 83
		SP:Iteration 85Q (83170.290000 sec): 3 clusters
  Score: Raw -4326161.600776 + Penalty 3437.249197 = -4322724.351579
  nChanged 74
		SP:Iteration 86Q (83170.650000 sec): 3 clusters
  Score: Raw -4326179.756775 + Penalty 3437.249197 = -4322742.507578
  nChanged 64
		SP:Iteration 87Q (83170.970000 sec): 3 clusters
  Score: Raw -4326197.679354 + Penalty 3437.249197 = -4322760.430157
  nChanged 72
		SP:Iteration 88Q (83171.260000 sec): 3 clusters
  Score: Raw -4326214.662115 + Penalty 3437.249197 = -4322777.412919
  nChanged 59
		SP:Iteration 89Q (83171.570000 sec): 3 clusters
  Score: Raw -4326228.383403 + Penalty 3437.249197 = -4322791.134206
  nChanged 55
		SP:Iteration 90Q (83171.880000 sec): 3 clusters
  Score: Raw -4326242.041661 + Penalty 3437.249197 = -4322804.792464
  nChanged 55
		SP:Iteration 91Q (83172.200000 sec): 3 clusters
  Score: Raw -4326256.425503 + Penalty 3437.249197 = -4322819.176306
  nChanged 52
		SP:Iteration 92Q (83172.560000 sec): 3 clusters
  Score: Raw -4326270.729069 + Penalty 3437.249197 = -4322833.479872
  nChanged 57
		SP:Iteration 93Q (83172.870000 sec): 3 clusters
  Score: Raw -4326284.710230 + Penalty 3437.249197 = -4322847.461033
  nChanged 42
		SP:Iteration 94Q (83173.220000 sec): 3 clusters
  Score: Raw -4326297.793028 + Penalty 3437.249197 = -4322860.543831
  nChanged 36
		SP:Iteration 95Q (83173.550000 sec): 3 clusters
  Score: Raw -4326306.658466 + Penalty 3437.249197 = -4322869.409269
  nChanged 28
		SP:Iteration 96Q (83173.860000 sec): 3 clusters
  Score: Raw -4326320.371056 + Penalty 3437.249197 = -4322883.121859
  nChanged 35
		SP:Iteration 97Q (83174.220000 sec): 3 clusters
  Score: Raw -4326346.740409 + Penalty 3437.249197 = -4322909.491212
  nChanged 50
		SP:Iteration 98Q (83174.550000 sec): 3 clusters
  Score: Raw -4326375.499408 + Penalty 3437.249197 = -4322938.250212
  nChanged 47
		SP:Iteration 99Q (83174.890000 sec): 3 clusters
  Score: Raw -4326408.041786 + Penalty 3437.249197 = -4322970.792589
  nChanged 52
		SP:Iteration 100F (83175.260000 sec): 3 clusters
  Score: Raw -4326448.121531 + Penalty 3437.249197 = -4323010.872334
  nChanged 52
		SP:Iteration 101Q (83175.570000 sec): 3 clusters
  Score: Raw -4326477.046876 + Penalty 3437.249197 = -4323039.797680
  nChanged 50
		SP:Iteration 102Q (83175.890000 sec): 3 clusters
  Score: Raw -4326494.932884 + Penalty 3437.249197 = -4323057.683688
  nChanged 30
		SP:Iteration 103Q (83176.230000 sec): 3 clusters
  Score: Raw -4326504.962386 + Penalty 3437.249197 = -4323067.713190
  nChanged 28
		SP:Iteration 104Q (83176.590000 sec): 3 clusters
  Score: Raw -4326514.062495 + Penalty 3437.249197 = -4323076.813298
  nChanged 22
		SP:Iteration 105Q (83176.940000 sec): 3 clusters
  Score: Raw -4326519.501943 + Penalty 3437.249197 = -4323082.252746
  nChanged 19
		SP:Iteration 106Q (83177.310000 sec): 3 clusters
  Score: Raw -4326523.214711 + Penalty 3437.249197 = -4323085.965514
  nChanged 11
		SP:Iteration 107Q (83177.680000 sec): 3 clusters
  Score: Raw -4326525.160311 + Penalty 3437.249197 = -4323087.911114
  nChanged 4
		SP:Iteration 108Q (83178.020000 sec): 3 clusters
  Score: Raw -4326526.110436 + Penalty 3437.249197 = -4323088.861240
  nChanged 5
		SP:Iteration 109Q (83178.430000 sec): 3 clusters
  Score: Raw -4326527.257278 + Penalty 3437.249197 = -4323090.008081
  nChanged 7
		SP:Iteration 110Q (83178.780000 sec): 3 clusters
  Score: Raw -4326528.358623 + Penalty 3437.249197 = -4323091.109426
  nChanged 5
		SP:Iteration 111Q (83179.180000 sec): 3 clusters
  Score: Raw -4326529.475638 + Penalty 3437.249197 = -4323092.226441
  nChanged 3
		SP:Iteration 112Q (83179.550000 sec): 3 clusters
  Score: Raw -4326529.777286 + Penalty 3437.249197 = -4323092.528090
  nChanged 0
		SP:Iteration 113F (83179.890000 sec): 3 clusters
  Score: Raw -4326529.777286 + Penalty 3437.249197 = -4323092.528090
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83180.040000 sec): 2 clusters
  Score: Raw -1161590.970370 + Penalty 1506.363489 = -1160084.606880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83180.290000 sec): 3 clusters
  Score: Raw -1155581.632101 + Penalty 3012.726978 = -1152568.905123
  nChanged 4587
		SP:Iteration 1F (83180.530000 sec): 3 clusters
  Score: Raw -1158265.393032 + Penalty 3012.726978 = -1155252.666054
  nChanged 739
		SP:Iteration 2F (83180.740000 sec): 3 clusters
  Score: Raw -1158709.860000 + Penalty 3012.726978 = -1155697.133022
  nChanged 709
		SP:Iteration 3F (83180.970000 sec): 3 clusters
  Score: Raw -1159207.123094 + Penalty 3012.726978 = -1156194.396116
  nChanged 674
		SP:Iteration 4F (83181.140000 sec): 3 clusters
  Score: Raw -1159706.080200 + Penalty 3012.726978 = -1156693.353222
  nChanged 615
		SP:Iteration 5F (83181.400000 sec): 3 clusters
  Score: Raw -1160156.468348 + Penalty 3012.726978 = -1157143.741370
  nChanged 555
		SP:Iteration 6F (83181.590000 sec): 3 clusters
  Score: Raw -1160543.761422 + Penalty 3012.726978 = -1157531.034444
  nChanged 536
		SP:Iteration 7F (83181.830000 sec): 3 clusters
  Score: Raw -1160924.874521 + Penalty 3012.726978 = -1157912.147543
  nChanged 454
		SP:Iteration 8Q (83182.070000 sec): 3 clusters
  Score: Raw -1161255.137395 + Penalty 3012.726978 = -1158242.410417
  nChanged 372
		SP:Iteration 9Q (83182.290000 sec): 3 clusters
  Score: Raw -1161540.317656 + Penalty 3012.726978 = -1158527.590678
  nChanged 347
		SP:Iteration 10Q (83182.560000 sec): 3 clusters
  Score: Raw -1161801.600523 + Penalty 3012.726978 = -1158788.873545
  nChanged 280
		SP:Iteration 11Q (83182.790000 sec): 3 clusters
  Score: Raw -1162007.864557 + Penalty 3012.726978 = -1158995.137579
  nChanged 221
		SP:Iteration 12Q (83183.010000 sec): 3 clusters
  Score: Raw -1162130.582560 + Penalty 3012.726978 = -1159117.855582
  nChanged 154
		SP:Iteration 13Q (83183.230000 sec): 3 clusters
  Score: Raw -1162187.502475 + Penalty 3012.726978 = -1159174.775497
  nChanged 128
		SP:Iteration 14Q (83183.470000 sec): 3 clusters
  Score: Raw -1162224.759783 + Penalty 3012.726978 = -1159212.032805
  nChanged 97
		SP:Iteration 15Q (83183.720000 sec): 3 clusters
  Score: Raw -1162250.700150 + Penalty 3012.726978 = -1159237.973172
  nChanged 77
		SP:Iteration 16Q (83183.970000 sec): 3 clusters
  Score: Raw -1162267.994382 + Penalty 3012.726978 = -1159255.267404
  nChanged 57
		SP:Iteration 17Q (83184.140000 sec): 3 clusters
  Score: Raw -1162281.888814 + Penalty 3012.726978 = -1159269.161835
  nChanged 55
		SP:Iteration 18Q (83184.360000 sec): 3 clusters
  Score: Raw -1162291.386058 + Penalty 3012.726978 = -1159278.659080
  nChanged 29
		SP:Iteration 19Q (83184.570000 sec): 3 clusters
  Score: Raw -1162295.806666 + Penalty 3012.726978 = -1159283.079688
  nChanged 23
		SP:Iteration 20F (83184.810000 sec): 3 clusters
  Score: Raw -1162299.151556 + Penalty 3012.726978 = -1159286.424577
  nChanged 24
		SP:Iteration 21Q (83185.040000 sec): 3 clusters
  Score: Raw -1162302.820909 + Penalty 3012.726978 = -1159290.093930
  nChanged 20
		SP:Iteration 22Q (83185.240000 sec): 3 clusters
  Score: Raw -1162305.566631 + Penalty 3012.726978 = -1159292.839652
  nChanged 13
		SP:Iteration 23Q (83185.430000 sec): 3 clusters
  Score: Raw -1162306.742556 + Penalty 3012.726978 = -1159294.015578
  nChanged 8
		SP:Iteration 24Q (83185.680000 sec): 3 clusters
  Score: Raw -1162307.611588 + Penalty 3012.726978 = -1159294.884610
  nChanged 6
		SP:Iteration 25Q (83185.880000 sec): 3 clusters
  Score: Raw -1162308.182007 + Penalty 3012.726978 = -1159295.455029
  nChanged 4
		SP:Iteration 26Q (83186.100000 sec): 3 clusters
  Score: Raw -1162308.730113 + Penalty 3012.726978 = -1159296.003135
  nChanged 5
		SP:Iteration 27Q (83186.340000 sec): 3 clusters
  Score: Raw -1162309.178340 + Penalty 3012.726978 = -1159296.451362
  nChanged 0
		SP:Iteration 28F (83186.590000 sec): 3 clusters
  Score: Raw -1162309.178340 + Penalty 3012.726978 = -1159296.451362
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (23701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83186.880000 sec): 2 clusters
  Score: Raw -2728814.213938 + Penalty 1636.906785 = -2727177.307153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83187.190000 sec): 3 clusters
  Score: Raw -2714328.303045 + Penalty 3273.813569 = -2711054.489476
  nChanged 10783
		SP:Iteration 1F (83187.490000 sec): 3 clusters
  Score: Raw -2720175.259828 + Penalty 3273.813569 = -2716901.446259
  nChanged 1036
		SP:Iteration 2Q (83187.830000 sec): 3 clusters
  Score: Raw -2720479.711974 + Penalty 3273.813569 = -2717205.898404
  nChanged 952
		SP:Iteration 3Q (83188.130000 sec): 3 clusters
  Score: Raw -2720781.724799 + Penalty 3273.813569 = -2717507.911229
  nChanged 946
		SP:Iteration 4Q (83188.530000 sec): 3 clusters
  Score: Raw -2721127.482273 + Penalty 3273.813569 = -2717853.668704
  nChanged 987
		SP:Iteration 5Q (83188.930000 sec): 3 clusters
  Score: Raw -2721588.359932 + Penalty 3273.813569 = -2718314.546363
  nChanged 1233
		SP:Iteration 6F (83189.260000 sec): 3 clusters
  Score: Raw -2722234.257078 + Penalty 3273.813569 = -2718960.443508
  nChanged 1333
		SP:Iteration 7F (83189.550000 sec): 3 clusters
  Score: Raw -2723101.920619 + Penalty 3273.813569 = -2719828.107050
  nChanged 1531
		SP:Iteration 8F (83189.880000 sec): 3 clusters
  Score: Raw -2724235.889616 + Penalty 3273.813569 = -2720962.076047
  nChanged 1554
		SP:Iteration 9F (83190.170000 sec): 3 clusters
  Score: Raw -2725491.732832 + Penalty 3273.813569 = -2722217.919263
  nChanged 1363
		SP:Iteration 10F (83190.500000 sec): 3 clusters
  Score: Raw -2726646.639448 + Penalty 3273.813569 = -2723372.825879
  nChanged 1023
		SP:Iteration 11Q (83190.750000 sec): 3 clusters
  Score: Raw -2727560.643513 + Penalty 3273.813569 = -2724286.829944
  nChanged 767
		SP:Iteration 12Q (83191.090000 sec): 3 clusters
  Score: Raw -2728338.673543 + Penalty 3273.813569 = -2725064.859974
  nChanged 561
		SP:Iteration 13Q (83191.350000 sec): 3 clusters
  Score: Raw -2728871.092676 + Penalty 3273.813569 = -2725597.279107
  nChanged 366
		SP:Iteration 14Q (83191.680000 sec): 3 clusters
  Score: Raw -2729116.485981 + Penalty 3273.813569 = -2725842.672412
  nChanged 239
		SP:Iteration 15Q (83191.970000 sec): 3 clusters
  Score: Raw -2729232.686022 + Penalty 3273.813569 = -2725958.872453
  nChanged 170
		SP:Iteration 16Q (83192.260000 sec): 3 clusters
  Score: Raw -2729301.374435 + Penalty 3273.813569 = -2726027.560866
  nChanged 127
		SP:Iteration 17Q (83192.530000 sec): 3 clusters
  Score: Raw -2729343.021811 + Penalty 3273.813569 = -2726069.208241
  nChanged 105
		SP:Iteration 18Q (83192.850000 sec): 3 clusters
  Score: Raw -2729373.293184 + Penalty 3273.813569 = -2726099.479615
  nChanged 77
		SP:Iteration 19Q (83193.130000 sec): 3 clusters
  Score: Raw -2729394.381817 + Penalty 3273.813569 = -2726120.568248
  nChanged 65
		SP:Iteration 20F (83193.430000 sec): 3 clusters
  Score: Raw -2729411.327089 + Penalty 3273.813569 = -2726137.513519
  nChanged 58
		SP:Iteration 21Q (83193.720000 sec): 3 clusters
  Score: Raw -2729423.900270 + Penalty 3273.813569 = -2726150.086701
  nChanged 43
		SP:Iteration 22Q (83194.020000 sec): 3 clusters
  Score: Raw -2729434.096489 + Penalty 3273.813569 = -2726160.282920
  nChanged 48
		SP:Iteration 23Q (83194.380000 sec): 3 clusters
  Score: Raw -2729442.805373 + Penalty 3273.813569 = -2726168.991804
  nChanged 33
		SP:Iteration 24Q (83194.670000 sec): 3 clusters
  Score: Raw -2729448.010551 + Penalty 3273.813569 = -2726174.196982
  nChanged 24
		SP:Iteration 25Q (83194.940000 sec): 3 clusters
  Score: Raw -2729452.172062 + Penalty 3273.813569 = -2726178.358493
  nChanged 21
		SP:Iteration 26Q (83195.260000 sec): 3 clusters
  Score: Raw -2729455.407594 + Penalty 3273.813569 = -2726181.594024
  nChanged 13
		SP:Iteration 27Q (83195.600000 sec): 3 clusters
  Score: Raw -2729456.973320 + Penalty 3273.813569 = -2726183.159751
  nChanged 12
		SP:Iteration 28Q (83195.900000 sec): 3 clusters
  Score: Raw -2729458.939992 + Penalty 3273.813569 = -2726185.126423
  nChanged 19
		SP:Iteration 29Q (83196.180000 sec): 3 clusters
  Score: Raw -2729462.071090 + Penalty 3273.813569 = -2726188.257521
  nChanged 21
		SP:Iteration 30Q (83196.450000 sec): 3 clusters
  Score: Raw -2729465.259702 + Penalty 3273.813569 = -2726191.446133
  nChanged 14
		SP:Iteration 31Q (83196.740000 sec): 3 clusters
  Score: Raw -2729466.916138 + Penalty 3273.813569 = -2726193.102569
  nChanged 10
		SP:Iteration 32Q (83197.000000 sec): 3 clusters
  Score: Raw -2729468.260376 + Penalty 3273.813569 = -2726194.446807
  nChanged 6
		SP:Iteration 33Q (83197.260000 sec): 3 clusters
  Score: Raw -2729469.031030 + Penalty 3273.813569 = -2726195.217461
  nChanged 6
		SP:Iteration 34Q (83197.590000 sec): 3 clusters
  Score: Raw -2729469.839980 + Penalty 3273.813569 = -2726196.026410
  nChanged 10
		SP:Iteration 35Q (83197.950000 sec): 3 clusters
  Score: Raw -2729471.109290 + Penalty 3273.813569 = -2726197.295721
  nChanged 10
		SP:Iteration 36Q (83198.260000 sec): 3 clusters
  Score: Raw -2729472.710437 + Penalty 3273.813569 = -2726198.896868
  nChanged 10
		SP:Iteration 37Q (83198.640000 sec): 3 clusters
  Score: Raw -2729474.077804 + Penalty 3273.813569 = -2726200.264235
  nChanged 10
		SP:Iteration 38Q (83198.960000 sec): 3 clusters
  Score: Raw -2729475.246065 + Penalty 3273.813569 = -2726201.432495
  nChanged 6
		SP:Iteration 39Q (83199.290000 sec): 3 clusters
  Score: Raw -2729475.837802 + Penalty 3273.813569 = -2726202.024233
  nChanged 5
		SP:Iteration 40F (83199.540000 sec): 3 clusters
  Score: Raw -2729476.562805 + Penalty 3273.813569 = -2726202.749235
  nChanged 10
		SP:Iteration 41Q (83199.860000 sec): 3 clusters
  Score: Raw -2729477.950206 + Penalty 3273.813569 = -2726204.136637
  nChanged 15
		SP:Iteration 42Q (83200.110000 sec): 3 clusters
  Score: Raw -2729480.172647 + Penalty 3273.813569 = -2726206.359078
  nChanged 15
		SP:Iteration 43Q (83200.420000 sec): 3 clusters
  Score: Raw -2729482.350833 + Penalty 3273.813569 = -2726208.537264
  nChanged 9
		SP:Iteration 44Q (83200.770000 sec): 3 clusters
  Score: Raw -2729483.356675 + Penalty 3273.813569 = -2726209.543106
  nChanged 6
		SP:Iteration 45Q (83201.060000 sec): 3 clusters
  Score: Raw -2729484.384009 + Penalty 3273.813569 = -2726210.570439
  nChanged 6
		SP:Iteration 46Q (83201.380000 sec): 3 clusters
  Score: Raw -2729485.227480 + Penalty 3273.813569 = -2726211.413911
  nChanged 5
		SP:Iteration 47Q (83201.630000 sec): 3 clusters
  Score: Raw -2729485.804620 + Penalty 3273.813569 = -2726211.991051
  nChanged 3
		SP:Iteration 48Q (83201.990000 sec): 3 clusters
  Score: Raw -2729485.976454 + Penalty 3273.813569 = -2726212.162885
  nChanged 1
		SP:Iteration 49Q (83202.260000 sec): 3 clusters
  Score: Raw -2729486.192797 + Penalty 3273.813569 = -2726212.379228
  nChanged 3
		SP:Iteration 50Q (83202.550000 sec): 3 clusters
  Score: Raw -2729486.499062 + Penalty 3273.813569 = -2726212.685492
  nChanged 2
		SP:Iteration 51Q (83202.870000 sec): 3 clusters
  Score: Raw -2729486.716652 + Penalty 3273.813569 = -2726212.903083
  nChanged 1
		SP:Iteration 52Q (83203.110000 sec): 3 clusters
  Score: Raw -2729486.817606 + Penalty 3273.813569 = -2726213.004037
  nChanged 1
		SP:Iteration 53Q (83203.420000 sec): 3 clusters
  Score: Raw -2729486.955602 + Penalty 3273.813569 = -2726213.142033
  nChanged 1
		SP:Iteration 54Q (83203.690000 sec): 3 clusters
  Score: Raw -2729487.122335 + Penalty 3273.813569 = -2726213.308766
  nChanged 2
		SP:Iteration 55Q (83203.940000 sec): 3 clusters
  Score: Raw -2729487.234453 + Penalty 3273.813569 = -2726213.420884
  nChanged 0
		SP:Iteration 56F (83204.240000 sec): 3 clusters
  Score: Raw -2729487.234453 + Penalty 3273.813569 = -2726213.420884
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (17975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83204.350000 sec): 2 clusters
  Score: Raw -1870014.786862 + Penalty 1591.969792 = -1868422.817070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83204.610000 sec): 3 clusters
  Score: Raw -1859302.551155 + Penalty 3183.939584 = -1856118.611571
  nChanged 8084
		SP:Iteration 1F (83204.880000 sec): 3 clusters
  Score: Raw -1864011.858642 + Penalty 3183.939584 = -1860827.919057
  nChanged 1056
		SP:Iteration 2F (83205.100000 sec): 3 clusters
  Score: Raw -1864531.252851 + Penalty 3183.939584 = -1861347.313267
  nChanged 1019
		SP:Iteration 3F (83205.390000 sec): 3 clusters
  Score: Raw -1865120.759689 + Penalty 3183.939584 = -1861936.820104
  nChanged 1100
		SP:Iteration 4F (83205.670000 sec): 3 clusters
  Score: Raw -1865887.433580 + Penalty 3183.939584 = -1862703.493996
  nChanged 1122
		SP:Iteration 5F (83205.980000 sec): 3 clusters
  Score: Raw -1866749.644531 + Penalty 3183.939584 = -1863565.704947
  nChanged 1052
		SP:Iteration 6F (83206.300000 sec): 3 clusters
  Score: Raw -1867612.196394 + Penalty 3183.939584 = -1864428.256810
  nChanged 936
		SP:Iteration 7F (83206.530000 sec): 3 clusters
  Score: Raw -1868376.156843 + Penalty 3183.939584 = -1865192.217259
  nChanged 674
		SP:Iteration 8Q (83206.800000 sec): 3 clusters
  Score: Raw -1868924.616022 + Penalty 3183.939584 = -1865740.676437
  nChanged 514
		SP:Iteration 9Q (83207.030000 sec): 3 clusters
  Score: Raw -1869345.062167 + Penalty 3183.939584 = -1866161.122582
  nChanged 369
		SP:Iteration 10Q (83207.270000 sec): 3 clusters
  Score: Raw -1869616.452854 + Penalty 3183.939584 = -1866432.513270
  nChanged 231
		SP:Iteration 11Q (83207.570000 sec): 3 clusters
  Score: Raw -1869794.889825 + Penalty 3183.939584 = -1866610.950241
  nChanged 171
		SP:Iteration 12Q (83207.810000 sec): 3 clusters
  Score: Raw -1869913.690316 + Penalty 3183.939584 = -1866729.750731
  nChanged 116
		SP:Iteration 13Q (83208.210000 sec): 3 clusters
  Score: Raw -1869984.112211 + Penalty 3183.939584 = -1866800.172627
  nChanged 85
		SP:Iteration 14Q (83208.490000 sec): 3 clusters
  Score: Raw -1870042.572859 + Penalty 3183.939584 = -1866858.633275
  nChanged 77
		SP:Iteration 15Q (83208.750000 sec): 3 clusters
  Score: Raw -1870098.704408 + Penalty 3183.939584 = -1866914.764824
  nChanged 63
		SP:Iteration 16Q (83208.980000 sec): 3 clusters
  Score: Raw -1870148.209464 + Penalty 3183.939584 = -1866964.269879
  nChanged 49
		SP:Iteration 17Q (83209.250000 sec): 3 clusters
  Score: Raw -1870190.199995 + Penalty 3183.939584 = -1867006.260411
  nChanged 35
		SP:Iteration 18Q (83209.530000 sec): 3 clusters
  Score: Raw -1870216.984204 + Penalty 3183.939584 = -1867033.044620
  nChanged 30
		SP:Iteration 19Q (83209.770000 sec): 3 clusters
  Score: Raw -1870242.350352 + Penalty 3183.939584 = -1867058.410768
  nChanged 21
		SP:Iteration 20F (83210.110000 sec): 3 clusters
  Score: Raw -1870259.146832 + Penalty 3183.939584 = -1867075.207248
  nChanged 12
		SP:Iteration 21Q (83210.340000 sec): 3 clusters
  Score: Raw -1870266.629657 + Penalty 3183.939584 = -1867082.690072
  nChanged 7
		SP:Iteration 22Q (83210.640000 sec): 3 clusters
  Score: Raw -1870270.642655 + Penalty 3183.939584 = -1867086.703071
  nChanged 6
		SP:Iteration 23Q (83210.870000 sec): 3 clusters
  Score: Raw -1870274.559853 + Penalty 3183.939584 = -1867090.620269
  nChanged 9
		SP:Iteration 24Q (83211.150000 sec): 3 clusters
  Score: Raw -1870282.695735 + Penalty 3183.939584 = -1867098.756151
  nChanged 12
		SP:Iteration 25Q (83211.410000 sec): 3 clusters
  Score: Raw -1870292.858815 + Penalty 3183.939584 = -1867108.919230
  nChanged 7
		SP:Iteration 26Q (83211.670000 sec): 3 clusters
  Score: Raw -1870298.426670 + Penalty 3183.939584 = -1867114.487086
  nChanged 5
		SP:Iteration 27Q (83211.920000 sec): 3 clusters
  Score: Raw -1870301.850283 + Penalty 3183.939584 = -1867117.910699
  nChanged 1
		SP:Iteration 28Q (83212.130000 sec): 3 clusters
  Score: Raw -1870302.227019 + Penalty 3183.939584 = -1867118.287435
  nChanged 1
		SP:Iteration 29Q (83212.360000 sec): 3 clusters
  Score: Raw -1870302.729622 + Penalty 3183.939584 = -1867118.790037
  nChanged 1
		SP:Iteration 30Q (83212.610000 sec): 3 clusters
  Score: Raw -1870302.971878 + Penalty 3183.939584 = -1867119.032294
  nChanged 0
		SP:Iteration 31F (83212.870000 sec): 3 clusters
  Score: Raw -1870302.971878 + Penalty 3183.939584 = -1867119.032294
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (15045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83213.050000 sec): 2 clusters
  Score: Raw -1687230.920472 + Penalty 1563.055161 = -1685667.865311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83213.280000 sec): 3 clusters
  Score: Raw -1678338.607414 + Penalty 3126.110321 = -1675212.497093
  nChanged 6694
		SP:Iteration 1F (83213.500000 sec): 3 clusters
  Score: Raw -1681991.750499 + Penalty 3126.110321 = -1678865.640178
  nChanged 874
		SP:Iteration 2F (83213.700000 sec): 3 clusters
  Score: Raw -1682423.156504 + Penalty 3126.110321 = -1679297.046183
  nChanged 835
		SP:Iteration 3F (83213.910000 sec): 3 clusters
  Score: Raw -1682845.365622 + Penalty 3126.110321 = -1679719.255301
  nChanged 777
		SP:Iteration 4F (83214.150000 sec): 3 clusters
  Score: Raw -1683295.983067 + Penalty 3126.110321 = -1680169.872745
  nChanged 802
		SP:Iteration 5F (83214.440000 sec): 3 clusters
  Score: Raw -1683763.391854 + Penalty 3126.110321 = -1680637.281532
  nChanged 778
		SP:Iteration 6F (83214.730000 sec): 3 clusters
  Score: Raw -1684231.955113 + Penalty 3126.110321 = -1681105.844792
  nChanged 761
		SP:Iteration 7F (83215.000000 sec): 3 clusters
  Score: Raw -1684723.425455 + Penalty 3126.110321 = -1681597.315133
  nChanged 711
		SP:Iteration 8Q (83215.290000 sec): 3 clusters
  Score: Raw -1685171.779952 + Penalty 3126.110321 = -1682045.669630
  nChanged 625
		SP:Iteration 9Q (83215.480000 sec): 3 clusters
  Score: Raw -1685544.607051 + Penalty 3126.110321 = -1682418.496730
  nChanged 515
		SP:Iteration 10Q (83215.700000 sec): 3 clusters
  Score: Raw -1685834.810122 + Penalty 3126.110321 = -1682708.699801
  nChanged 466
		SP:Iteration 11Q (83215.920000 sec): 3 clusters
  Score: Raw -1686092.257293 + Penalty 3126.110321 = -1682966.146972
  nChanged 414
		SP:Iteration 12Q (83216.170000 sec): 3 clusters
  Score: Raw -1686336.390198 + Penalty 3126.110321 = -1683210.279877
  nChanged 367
		SP:Iteration 13Q (83216.380000 sec): 3 clusters
  Score: Raw -1686545.412801 + Penalty 3126.110321 = -1683419.302480
  nChanged 298
		SP:Iteration 14Q (83216.610000 sec): 3 clusters
  Score: Raw -1686715.247594 + Penalty 3126.110321 = -1683589.137272
  nChanged 265
		SP:Iteration 15Q (83216.830000 sec): 3 clusters
  Score: Raw -1686874.100164 + Penalty 3126.110321 = -1683747.989842
  nChanged 236
		SP:Iteration 16Q (83217.090000 sec): 3 clusters
  Score: Raw -1687018.427136 + Penalty 3126.110321 = -1683892.316815
  nChanged 183
		SP:Iteration 17Q (83217.290000 sec): 3 clusters
  Score: Raw -1687115.809775 + Penalty 3126.110321 = -1683989.699453
  nChanged 142
		SP:Iteration 18Q (83217.510000 sec): 3 clusters
  Score: Raw -1687187.701276 + Penalty 3126.110321 = -1684061.590955
  nChanged 114
		SP:Iteration 19Q (83217.780000 sec): 3 clusters
  Score: Raw -1687248.528079 + Penalty 3126.110321 = -1684122.417757
  nChanged 93
		SP:Iteration 20F (83217.990000 sec): 3 clusters
  Score: Raw -1687305.644213 + Penalty 3126.110321 = -1684179.533891
  nChanged 102
		SP:Iteration 21Q (83218.200000 sec): 3 clusters
  Score: Raw -1687360.298270 + Penalty 3126.110321 = -1684234.187949
  nChanged 66
		SP:Iteration 22Q (83218.430000 sec): 3 clusters
  Score: Raw -1687393.572507 + Penalty 3126.110321 = -1684267.462186
  nChanged 60
		SP:Iteration 23Q (83218.640000 sec): 3 clusters
  Score: Raw -1687423.194963 + Penalty 3126.110321 = -1684297.084642
  nChanged 53
		SP:Iteration 24Q (83218.880000 sec): 3 clusters
  Score: Raw -1687448.883165 + Penalty 3126.110321 = -1684322.772844
  nChanged 35
		SP:Iteration 25Q (83219.120000 sec): 3 clusters
  Score: Raw -1687469.514483 + Penalty 3126.110321 = -1684343.404161
  nChanged 34
		SP:Iteration 26Q (83219.340000 sec): 3 clusters
  Score: Raw -1687488.499553 + Penalty 3126.110321 = -1684362.389231
  nChanged 30
		SP:Iteration 27Q (83219.580000 sec): 3 clusters
  Score: Raw -1687504.069173 + Penalty 3126.110321 = -1684377.958851
  nChanged 24
		SP:Iteration 28Q (83219.800000 sec): 3 clusters
  Score: Raw -1687515.134944 + Penalty 3126.110321 = -1684389.024622
  nChanged 18
		SP:Iteration 29Q (83220.010000 sec): 3 clusters
  Score: Raw -1687525.145123 + Penalty 3126.110321 = -1684399.034801
  nChanged 19
		SP:Iteration 30Q (83220.180000 sec): 3 clusters
  Score: Raw -1687534.620726 + Penalty 3126.110321 = -1684408.510404
  nChanged 14
		SP:Iteration 31Q (83220.400000 sec): 3 clusters
  Score: Raw -1687543.659702 + Penalty 3126.110321 = -1684417.549380
  nChanged 20
		SP:Iteration 32Q (83220.670000 sec): 3 clusters
  Score: Raw -1687557.675700 + Penalty 3126.110321 = -1684431.565379
  nChanged 23
		SP:Iteration 33Q (83220.860000 sec): 3 clusters
  Score: Raw -1687571.340351 + Penalty 3126.110321 = -1684445.230030
  nChanged 18
		SP:Iteration 34Q (83221.080000 sec): 3 clusters
  Score: Raw -1687581.538756 + Penalty 3126.110321 = -1684455.428435
  nChanged 19
		SP:Iteration 35Q (83221.300000 sec): 3 clusters
  Score: Raw -1687592.547782 + Penalty 3126.110321 = -1684466.437460
  nChanged 7
		SP:Iteration 36Q (83221.520000 sec): 3 clusters
  Score: Raw -1687596.583594 + Penalty 3126.110321 = -1684470.473273
  nChanged 4
		SP:Iteration 37Q (83221.730000 sec): 3 clusters
  Score: Raw -1687597.945088 + Penalty 3126.110321 = -1684471.834766
  nChanged 1
		SP:Iteration 38Q (83221.950000 sec): 3 clusters
  Score: Raw -1687598.371002 + Penalty 3126.110321 = -1684472.260680
  nChanged 2
		SP:Iteration 39Q (83222.180000 sec): 3 clusters
  Score: Raw -1687600.018952 + Penalty 3126.110321 = -1684473.908630
  nChanged 3
		SP:Iteration 40F (83222.410000 sec): 3 clusters
  Score: Raw -1687601.264024 + Penalty 3126.110321 = -1684475.153703
  nChanged 2
		SP:Iteration 41Q (83222.630000 sec): 3 clusters
  Score: Raw -1687601.950686 + Penalty 3126.110321 = -1684475.840365
  nChanged 2
		SP:Iteration 42Q (83222.880000 sec): 3 clusters
  Score: Raw -1687603.342460 + Penalty 3126.110321 = -1684477.232138
  nChanged 5
		SP:Iteration 43Q (83223.140000 sec): 3 clusters
  Score: Raw -1687606.097791 + Penalty 3126.110321 = -1684479.987470
  nChanged 6
		SP:Iteration 44Q (83223.410000 sec): 3 clusters
  Score: Raw -1687609.038015 + Penalty 3126.110321 = -1684482.927694
  nChanged 4
		SP:Iteration 45Q (83223.630000 sec): 3 clusters
  Score: Raw -1687610.397385 + Penalty 3126.110321 = -1684484.287063
  nChanged 3
		SP:Iteration 46Q (83223.880000 sec): 3 clusters
  Score: Raw -1687611.679563 + Penalty 3126.110321 = -1684485.569242
  nChanged 3
		SP:Iteration 47Q (83224.120000 sec): 3 clusters
  Score: Raw -1687614.326503 + Penalty 3126.110321 = -1684488.216182
  nChanged 6
		SP:Iteration 48Q (83224.330000 sec): 3 clusters
  Score: Raw -1687617.732633 + Penalty 3126.110321 = -1684491.622311
  nChanged 1
		SP:Iteration 49Q (83224.550000 sec): 3 clusters
  Score: Raw -1687618.144146 + Penalty 3126.110321 = -1684492.033825
  nChanged 1
		SP:Iteration 50Q (83224.820000 sec): 3 clusters
  Score: Raw -1687618.633345 + Penalty 3126.110321 = -1684492.523024
  nChanged 0
		SP:Iteration 51F (83225.040000 sec): 3 clusters
  Score: Raw -1687618.633345 + Penalty 3126.110321 = -1684492.523024
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83225.300000 sec): 2 clusters
  Score: Raw -4038831.435763 + Penalty 1691.542380 = -4037139.893383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83225.700000 sec): 3 clusters
  Score: Raw -4018113.906005 + Penalty 3383.084761 = -4014730.821245
  nChanged 15356
		SP:Iteration 1F (83226.040000 sec): 3 clusters
  Score: Raw -4027161.358231 + Penalty 3383.084761 = -4023778.273471
  nChanged 1690
		SP:Iteration 2F (83226.400000 sec): 3 clusters
  Score: Raw -4027995.628493 + Penalty 3383.084761 = -4024612.543732
  nChanged 1801
		SP:Iteration 3F (83226.740000 sec): 3 clusters
  Score: Raw -4028989.337205 + Penalty 3383.084761 = -4025606.252444
  nChanged 1878
		SP:Iteration 4F (83227.040000 sec): 3 clusters
  Score: Raw -4030099.425936 + Penalty 3383.084761 = -4026716.341176
  nChanged 1882
		SP:Iteration 5F (83227.510000 sec): 3 clusters
  Score: Raw -4031231.010326 + Penalty 3383.084761 = -4027847.925566
  nChanged 1834
		SP:Iteration 6F (83227.830000 sec): 3 clusters
  Score: Raw -4032428.586570 + Penalty 3383.084761 = -4029045.501809
  nChanged 1852
		SP:Iteration 7F (83228.160000 sec): 3 clusters
  Score: Raw -4033661.612896 + Penalty 3383.084761 = -4030278.528136
  nChanged 1664
		SP:Iteration 8F (83228.490000 sec): 3 clusters
  Score: Raw -4034838.290214 + Penalty 3383.084761 = -4031455.205454
  nChanged 1495
		SP:Iteration 9Q (83228.810000 sec): 3 clusters
  Score: Raw -4035918.639390 + Penalty 3383.084761 = -4032535.554629
  nChanged 1299
		SP:Iteration 10Q (83229.140000 sec): 3 clusters
  Score: Raw -4036920.266198 + Penalty 3383.084761 = -4033537.181437
  nChanged 1059
		SP:Iteration 11Q (83229.490000 sec): 3 clusters
  Score: Raw -4037830.636364 + Penalty 3383.084761 = -4034447.551604
  nChanged 790
		SP:Iteration 12Q (83229.840000 sec): 3 clusters
  Score: Raw -4038674.593516 + Penalty 3383.084761 = -4035291.508756
  nChanged 514
		SP:Iteration 13Q (83230.120000 sec): 3 clusters
  Score: Raw -4039207.272684 + Penalty 3383.084761 = -4035824.187924
  nChanged 324
		SP:Iteration 14Q (83230.430000 sec): 3 clusters
  Score: Raw -4039422.979938 + Penalty 3383.084761 = -4036039.895177
  nChanged 224
		SP:Iteration 15Q (83230.770000 sec): 3 clusters
  Score: Raw -4039545.167228 + Penalty 3383.084761 = -4036162.082468
  nChanged 161
		SP:Iteration 16Q (83231.170000 sec): 3 clusters
  Score: Raw -4039635.697469 + Penalty 3383.084761 = -4036252.612709
  nChanged 135
		SP:Iteration 17Q (83231.510000 sec): 3 clusters
  Score: Raw -4039712.058235 + Penalty 3383.084761 = -4036328.973475
  nChanged 121
		SP:Iteration 18Q (83231.870000 sec): 3 clusters
  Score: Raw -4039792.959229 + Penalty 3383.084761 = -4036409.874468
  nChanged 113
		SP:Iteration 19Q (83232.220000 sec): 3 clusters
  Score: Raw -4039864.198788 + Penalty 3383.084761 = -4036481.114027
  nChanged 96
		SP:Iteration 20F (83232.590000 sec): 3 clusters
  Score: Raw -4039931.150760 + Penalty 3383.084761 = -4036548.066000
  nChanged 95
		SP:Iteration 21Q (83232.910000 sec): 3 clusters
  Score: Raw -4040003.897202 + Penalty 3383.084761 = -4036620.812442
  nChanged 83
		SP:Iteration 22Q (83233.210000 sec): 3 clusters
  Score: Raw -4040050.075698 + Penalty 3383.084761 = -4036666.990938
  nChanged 59
		SP:Iteration 23Q (83233.590000 sec): 3 clusters
  Score: Raw -4040072.708430 + Penalty 3383.084761 = -4036689.623670
  nChanged 39
		SP:Iteration 24Q (83233.910000 sec): 3 clusters
  Score: Raw -4040086.808631 + Penalty 3383.084761 = -4036703.723871
  nChanged 26
		SP:Iteration 25Q (83234.180000 sec): 3 clusters
  Score: Raw -4040094.668221 + Penalty 3383.084761 = -4036711.583461
  nChanged 29
		SP:Iteration 26Q (83234.540000 sec): 3 clusters
  Score: Raw -4040104.619550 + Penalty 3383.084761 = -4036721.534790
  nChanged 24
		SP:Iteration 27Q (83234.860000 sec): 3 clusters
  Score: Raw -4040110.810138 + Penalty 3383.084761 = -4036727.725378
  nChanged 16
		SP:Iteration 28Q (83235.170000 sec): 3 clusters
  Score: Raw -4040116.003067 + Penalty 3383.084761 = -4036732.918306
  nChanged 13
		SP:Iteration 29Q (83235.450000 sec): 3 clusters
  Score: Raw -4040120.558672 + Penalty 3383.084761 = -4036737.473911
  nChanged 13
		SP:Iteration 30Q (83235.790000 sec): 3 clusters
  Score: Raw -4040123.720918 + Penalty 3383.084761 = -4036740.636157
  nChanged 7
		SP:Iteration 31Q (83236.130000 sec): 3 clusters
  Score: Raw -4040125.351747 + Penalty 3383.084761 = -4036742.266987
  nChanged 6
		SP:Iteration 32Q (83236.450000 sec): 3 clusters
  Score: Raw -4040126.768746 + Penalty 3383.084761 = -4036743.683985
  nChanged 5
		SP:Iteration 33Q (83236.760000 sec): 3 clusters
  Score: Raw -4040127.599728 + Penalty 3383.084761 = -4036744.514968
  nChanged 1
		SP:Iteration 34Q (83237.130000 sec): 3 clusters
  Score: Raw -4040127.877903 + Penalty 3383.084761 = -4036744.793142
  nChanged 1
		SP:Iteration 35Q (83237.420000 sec): 3 clusters
  Score: Raw -4040127.992442 + Penalty 3383.084761 = -4036744.907681
  nChanged 0
		SP:Iteration 36F (83237.740000 sec): 3 clusters
  Score: Raw -4040127.992442 + Penalty 3383.084761 = -4036744.907681
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83237.940000 sec): 2 clusters
  Score: Raw -1824229.546774 + Penalty 1580.548450 = -1822648.998324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83238.240000 sec): 3 clusters
  Score: Raw -1814169.991207 + Penalty 3161.096900 = -1811008.894307
  nChanged 7521
		SP:Iteration 1F (83238.480000 sec): 3 clusters
  Score: Raw -1818468.935033 + Penalty 3161.096900 = -1815307.838132
  nChanged 951
		SP:Iteration 2F (83238.810000 sec): 3 clusters
  Score: Raw -1818866.041740 + Penalty 3161.096900 = -1815704.944839
  nChanged 876
		SP:Iteration 3F (83239.110000 sec): 3 clusters
  Score: Raw -1819290.513059 + Penalty 3161.096900 = -1816129.416159
  nChanged 857
		SP:Iteration 4F (83239.470000 sec): 3 clusters
  Score: Raw -1819753.766654 + Penalty 3161.096900 = -1816592.669754
  nChanged 897
		SP:Iteration 5F (83239.730000 sec): 3 clusters
  Score: Raw -1820255.964158 + Penalty 3161.096900 = -1817094.867258
  nChanged 814
		SP:Iteration 6Q (83240.050000 sec): 3 clusters
  Score: Raw -1820683.196880 + Penalty 3161.096900 = -1817522.099980
  nChanged 748
		SP:Iteration 7Q (83240.310000 sec): 3 clusters
  Score: Raw -1821028.217076 + Penalty 3161.096900 = -1817867.120176
  nChanged 633
		SP:Iteration 8Q (83240.550000 sec): 3 clusters
  Score: Raw -1821310.785289 + Penalty 3161.096900 = -1818149.688389
  nChanged 550
		SP:Iteration 9Q (83240.830000 sec): 3 clusters
  Score: Raw -1821524.683092 + Penalty 3161.096900 = -1818363.586192
  nChanged 526
		SP:Iteration 10Q (83241.140000 sec): 3 clusters
  Score: Raw -1821723.289125 + Penalty 3161.096900 = -1818562.192225
  nChanged 459
		SP:Iteration 11Q (83241.380000 sec): 3 clusters
  Score: Raw -1821889.765415 + Penalty 3161.096900 = -1818728.668515
  nChanged 422
		SP:Iteration 12Q (83241.700000 sec): 3 clusters
  Score: Raw -1822042.310031 + Penalty 3161.096900 = -1818881.213131
  nChanged 388
		SP:Iteration 13Q (83242.030000 sec): 3 clusters
  Score: Raw -1822187.180108 + Penalty 3161.096900 = -1819026.083208
  nChanged 357
		SP:Iteration 14Q (83242.380000 sec): 3 clusters
  Score: Raw -1822318.348818 + Penalty 3161.096900 = -1819157.251917
  nChanged 364
		SP:Iteration 15Q (83242.720000 sec): 3 clusters
  Score: Raw -1822443.366301 + Penalty 3161.096900 = -1819282.269401
  nChanged 324
		SP:Iteration 16Q (83242.990000 sec): 3 clusters
  Score: Raw -1822568.329307 + Penalty 3161.096900 = -1819407.232407
  nChanged 349
		SP:Iteration 17Q (83243.250000 sec): 3 clusters
  Score: Raw -1822720.452929 + Penalty 3161.096900 = -1819559.356029
  nChanged 348
		SP:Iteration 18Q (83243.530000 sec): 3 clusters
  Score: Raw -1822871.308988 + Penalty 3161.096900 = -1819710.212088
  nChanged 319
		SP:Iteration 19Q (83243.760000 sec): 3 clusters
  Score: Raw -1823006.149923 + Penalty 3161.096900 = -1819845.053023
  nChanged 302
		SP:Iteration 20F (83243.990000 sec): 3 clusters
  Score: Raw -1823138.842297 + Penalty 3161.096900 = -1819977.745396
  nChanged 328
		SP:Iteration 21Q (83244.260000 sec): 3 clusters
  Score: Raw -1823304.521726 + Penalty 3161.096900 = -1820143.424826
  nChanged 323
		SP:Iteration 22Q (83244.520000 sec): 3 clusters
  Score: Raw -1823467.491724 + Penalty 3161.096900 = -1820306.394824
  nChanged 294
		SP:Iteration 23Q (83244.800000 sec): 3 clusters
  Score: Raw -1823617.875737 + Penalty 3161.096900 = -1820456.778837
  nChanged 269
		SP:Iteration 24Q (83244.980000 sec): 3 clusters
  Score: Raw -1823762.893043 + Penalty 3161.096900 = -1820601.796143
  nChanged 267
		SP:Iteration 25Q (83245.220000 sec): 3 clusters
  Score: Raw -1823914.229047 + Penalty 3161.096900 = -1820753.132147
  nChanged 217
		SP:Iteration 26Q (83245.540000 sec): 3 clusters
  Score: Raw -1824044.845688 + Penalty 3161.096900 = -1820883.748788
  nChanged 188
		SP:Iteration 27Q (83245.770000 sec): 3 clusters
  Score: Raw -1824166.354848 + Penalty 3161.096900 = -1821005.257948
  nChanged 167
		SP:Iteration 28Q (83246.050000 sec): 3 clusters
  Score: Raw -1824270.200244 + Penalty 3161.096900 = -1821109.103344
  nChanged 129
		SP:Iteration 29Q (83246.360000 sec): 3 clusters
  Score: Raw -1824356.666631 + Penalty 3161.096900 = -1821195.569731
  nChanged 102
		SP:Iteration 30Q (83246.590000 sec): 3 clusters
  Score: Raw -1824421.113010 + Penalty 3161.096900 = -1821260.016110
  nChanged 75
		SP:Iteration 31Q (83246.910000 sec): 3 clusters
  Score: Raw -1824470.713297 + Penalty 3161.096900 = -1821309.616397
  nChanged 56
		SP:Iteration 32Q (83247.230000 sec): 3 clusters
  Score: Raw -1824506.589974 + Penalty 3161.096900 = -1821345.493074
  nChanged 41
		SP:Iteration 33Q (83247.510000 sec): 3 clusters
  Score: Raw -1824527.570643 + Penalty 3161.096900 = -1821366.473743
  nChanged 24
		SP:Iteration 34Q (83247.710000 sec): 3 clusters
  Score: Raw -1824538.016814 + Penalty 3161.096900 = -1821376.919914
  nChanged 21
		SP:Iteration 35Q (83247.970000 sec): 3 clusters
  Score: Raw -1824551.732491 + Penalty 3161.096900 = -1821390.635591
  nChanged 14
		SP:Iteration 36Q (83248.240000 sec): 3 clusters
  Score: Raw -1824559.828166 + Penalty 3161.096900 = -1821398.731266
  nChanged 11
		SP:Iteration 37Q (83248.460000 sec): 3 clusters
  Score: Raw -1824567.244512 + Penalty 3161.096900 = -1821406.147611
  nChanged 8
		SP:Iteration 38Q (83248.710000 sec): 3 clusters
  Score: Raw -1824570.584926 + Penalty 3161.096900 = -1821409.488026
  nChanged 2
		SP:Iteration 39Q (83248.980000 sec): 3 clusters
  Score: Raw -1824570.955427 + Penalty 3161.096900 = -1821409.858527
  nChanged 1
		SP:Iteration 40F (83249.230000 sec): 3 clusters
  Score: Raw -1824571.034313 + Penalty 3161.096900 = -1821409.937413
  nChanged 1
		SP:Iteration 41Q (83249.520000 sec): 3 clusters
  Score: Raw -1824571.439866 + Penalty 3161.096900 = -1821410.342966
  nChanged 0
		SP:Iteration 42F (83249.760000 sec): 3 clusters
  Score: Raw -1824571.439866 + Penalty 3161.096900 = -1821410.342966
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83249.870000 sec): 2 clusters
  Score: Raw -501098.499437 + Penalty 1348.916604 = -499749.582833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83250.060000 sec): 3 clusters
  Score: Raw -499099.558284 + Penalty 2697.833207 = -496401.725076
  nChanged 1569
		SP:Iteration 1F (83250.260000 sec): 3 clusters
  Score: Raw -499943.551702 + Penalty 2697.833207 = -497245.718495
  nChanged 263
		SP:Iteration 2F (83250.460000 sec): 3 clusters
  Score: Raw -500088.609305 + Penalty 2697.833207 = -497390.776097
  nChanged 212
		SP:Iteration 3F (83250.640000 sec): 3 clusters
  Score: Raw -500201.464481 + Penalty 2697.833207 = -497503.631273
  nChanged 159
		SP:Iteration 4Q (83250.840000 sec): 3 clusters
  Score: Raw -500282.069162 + Penalty 2697.833207 = -497584.235955
  nChanged 135
		SP:Iteration 5Q (83251.030000 sec): 3 clusters
  Score: Raw -500347.856182 + Penalty 2697.833207 = -497650.022975
  nChanged 131
		SP:Iteration 6Q (83251.240000 sec): 3 clusters
  Score: Raw -500403.651652 + Penalty 2697.833207 = -497705.818444
  nChanged 87
		SP:Iteration 7Q (83251.390000 sec): 3 clusters
  Score: Raw -500438.312200 + Penalty 2697.833207 = -497740.478992
  nChanged 89
		SP:Iteration 8Q (83251.560000 sec): 3 clusters
  Score: Raw -500470.446330 + Penalty 2697.833207 = -497772.613122
  nChanged 72
		SP:Iteration 9Q (83251.770000 sec): 3 clusters
  Score: Raw -500497.999411 + Penalty 2697.833207 = -497800.166204
  nChanged 80
		SP:Iteration 10Q (83251.940000 sec): 3 clusters
  Score: Raw -500533.288321 + Penalty 2697.833207 = -497835.455113
  nChanged 95
		SP:Iteration 11Q (83252.160000 sec): 3 clusters
  Score: Raw -500573.875725 + Penalty 2697.833207 = -497876.042518
  nChanged 92
		SP:Iteration 12Q (83252.330000 sec): 3 clusters
  Score: Raw -500613.273751 + Penalty 2697.833207 = -497915.440543
  nChanged 78
		SP:Iteration 13Q (83252.490000 sec): 3 clusters
  Score: Raw -500645.684416 + Penalty 2697.833207 = -497947.851209
  nChanged 80
		SP:Iteration 14Q (83252.670000 sec): 3 clusters
  Score: Raw -500679.122720 + Penalty 2697.833207 = -497981.289512
  nChanged 67
		SP:Iteration 15Q (83252.850000 sec): 3 clusters
  Score: Raw -500702.033424 + Penalty 2697.833207 = -498004.200217
  nChanged 55
		SP:Iteration 16Q (83253.050000 sec): 3 clusters
  Score: Raw -500723.125591 + Penalty 2697.833207 = -498025.292384
  nChanged 54
		SP:Iteration 17Q (83253.210000 sec): 3 clusters
  Score: Raw -500748.143582 + Penalty 2697.833207 = -498050.310375
  nChanged 66
		SP:Iteration 18Q (83253.370000 sec): 3 clusters
  Score: Raw -500780.330898 + Penalty 2697.833207 = -498082.497691
  nChanged 71
		SP:Iteration 19Q (83253.590000 sec): 3 clusters
  Score: Raw -500813.009220 + Penalty 2697.833207 = -498115.176013
  nChanged 65
		SP:Iteration 20F (83253.760000 sec): 3 clusters
  Score: Raw -500843.973687 + Penalty 2697.833207 = -498146.140479
  nChanged 59
		SP:Iteration 21Q (83253.930000 sec): 3 clusters
  Score: Raw -500874.605754 + Penalty 2697.833207 = -498176.772547
  nChanged 66
		SP:Iteration 22Q (83254.140000 sec): 3 clusters
  Score: Raw -500906.058840 + Penalty 2697.833207 = -498208.225632
  nChanged 55
		SP:Iteration 23Q (83254.280000 sec): 3 clusters
  Score: Raw -500937.914112 + Penalty 2697.833207 = -498240.080904
  nChanged 46
		SP:Iteration 24Q (83254.460000 sec): 3 clusters
  Score: Raw -500959.638994 + Penalty 2697.833207 = -498261.805787
  nChanged 33
		SP:Iteration 25Q (83254.660000 sec): 3 clusters
  Score: Raw -500974.644028 + Penalty 2697.833207 = -498276.810821
  nChanged 35
		SP:Iteration 26Q (83254.900000 sec): 3 clusters
  Score: Raw -500989.750833 + Penalty 2697.833207 = -498291.917626
  nChanged 32
		SP:Iteration 27Q (83255.100000 sec): 3 clusters
  Score: Raw -501006.328107 + Penalty 2697.833207 = -498308.494899
  nChanged 31
		SP:Iteration 28Q (83255.280000 sec): 3 clusters
  Score: Raw -501021.731100 + Penalty 2697.833207 = -498323.897892
  nChanged 27
		SP:Iteration 29Q (83255.490000 sec): 3 clusters
  Score: Raw -501041.171509 + Penalty 2697.833207 = -498343.338301
  nChanged 33
		SP:Iteration 30Q (83255.660000 sec): 3 clusters
  Score: Raw -501061.017460 + Penalty 2697.833207 = -498363.184253
  nChanged 31
		SP:Iteration 31Q (83255.920000 sec): 3 clusters
  Score: Raw -501081.742435 + Penalty 2697.833207 = -498383.909228
  nChanged 28
		SP:Iteration 32Q (83256.120000 sec): 3 clusters
  Score: Raw -501097.506161 + Penalty 2697.833207 = -498399.672954
  nChanged 31
		SP:Iteration 33Q (83256.360000 sec): 3 clusters
  Score: Raw -501118.036731 + Penalty 2697.833207 = -498420.203524
  nChanged 21
		SP:Iteration 34Q (83256.540000 sec): 3 clusters
  Score: Raw -501130.354985 + Penalty 2697.833207 = -498432.521777
  nChanged 16
		SP:Iteration 35Q (83256.740000 sec): 3 clusters
  Score: Raw -501141.493960 + Penalty 2697.833207 = -498443.660752
  nChanged 15
		SP:Iteration 36Q (83256.970000 sec): 3 clusters
  Score: Raw -501152.858684 + Penalty 2697.833207 = -498455.025477
  nChanged 16
		SP:Iteration 37Q (83257.160000 sec): 3 clusters
  Score: Raw -501164.611256 + Penalty 2697.833207 = -498466.778048
  nChanged 17
		SP:Iteration 38Q (83257.400000 sec): 3 clusters
  Score: Raw -501179.002840 + Penalty 2697.833207 = -498481.169632
  nChanged 17
		SP:Iteration 39Q (83257.590000 sec): 3 clusters
  Score: Raw -501192.827811 + Penalty 2697.833207 = -498494.994604
  nChanged 15
		SP:Iteration 40F (83257.780000 sec): 3 clusters
  Score: Raw -501204.433613 + Penalty 2697.833207 = -498506.600405
  nChanged 10
		SP:Iteration 41Q (83257.920000 sec): 3 clusters
  Score: Raw -501213.468441 + Penalty 2697.833207 = -498515.635234
  nChanged 6
		SP:Iteration 42Q (83258.140000 sec): 3 clusters
  Score: Raw -501219.720920 + Penalty 2697.833207 = -498521.887713
  nChanged 10
		SP:Iteration 43Q (83258.330000 sec): 3 clusters
  Score: Raw -501229.107407 + Penalty 2697.833207 = -498531.274199
  nChanged 3
		SP:Iteration 44Q (83258.460000 sec): 3 clusters
  Score: Raw -501232.516606 + Penalty 2697.833207 = -498534.683398
  nChanged 6
		SP:Iteration 45Q (83258.600000 sec): 3 clusters
  Score: Raw -501238.100270 + Penalty 2697.833207 = -498540.267062
  nChanged 9
		SP:Iteration 46Q (83258.820000 sec): 3 clusters
  Score: Raw -501245.117659 + Penalty 2697.833207 = -498547.284452
  nChanged 11
		SP:Iteration 47Q (83259.010000 sec): 3 clusters
  Score: Raw -501256.782335 + Penalty 2697.833207 = -498558.949128
  nChanged 11
		SP:Iteration 48Q (83259.200000 sec): 3 clusters
  Score: Raw -501267.954641 + Penalty 2697.833207 = -498570.121433
  nChanged 9
		SP:Iteration 49Q (83259.400000 sec): 3 clusters
  Score: Raw -501276.159112 + Penalty 2697.833207 = -498578.325905
  nChanged 6
		SP:Iteration 50Q (83259.610000 sec): 3 clusters
  Score: Raw -501281.710638 + Penalty 2697.833207 = -498583.877430
  nChanged 3
		SP:Iteration 51Q (83259.820000 sec): 3 clusters
  Score: Raw -501283.716250 + Penalty 2697.833207 = -498585.883042
  nChanged 3
		SP:Iteration 52Q (83260.060000 sec): 3 clusters
  Score: Raw -501286.096927 + Penalty 2697.833207 = -498588.263719
  nChanged 2
		SP:Iteration 53Q (83260.220000 sec): 3 clusters
  Score: Raw -501287.427156 + Penalty 2697.833207 = -498589.593948
  nChanged 0
		SP:Iteration 54F (83260.440000 sec): 3 clusters
  Score: Raw -501287.427156 + Penalty 2697.833207 = -498589.593948
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (13774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83260.560000 sec): 2 clusters
  Score: Raw -1515215.882073 + Penalty 1548.712431 = -1513667.169642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83260.860000 sec): 3 clusters
  Score: Raw -1507118.135394 + Penalty 3097.424862 = -1504020.710533
  nChanged 6164
		SP:Iteration 1F (83261.090000 sec): 3 clusters
  Score: Raw -1510451.405341 + Penalty 3097.424862 = -1507353.980479
  nChanged 825
		SP:Iteration 2F (83261.310000 sec): 3 clusters
  Score: Raw -1510801.211864 + Penalty 3097.424862 = -1507703.787002
  nChanged 787
		SP:Iteration 3F (83261.550000 sec): 3 clusters
  Score: Raw -1511169.777947 + Penalty 3097.424862 = -1508072.353085
  nChanged 755
		SP:Iteration 4F (83261.760000 sec): 3 clusters
  Score: Raw -1511514.402451 + Penalty 3097.424862 = -1508416.977589
  nChanged 655
		SP:Iteration 5Q (83262.020000 sec): 3 clusters
  Score: Raw -1511860.416463 + Penalty 3097.424862 = -1508762.991601
  nChanged 665
		SP:Iteration 6Q (83262.210000 sec): 3 clusters
  Score: Raw -1512203.181794 + Penalty 3097.424862 = -1509105.756932
  nChanged 588
		SP:Iteration 7Q (83262.450000 sec): 3 clusters
  Score: Raw -1512533.099654 + Penalty 3097.424862 = -1509435.674793
  nChanged 607
		SP:Iteration 8Q (83262.700000 sec): 3 clusters
  Score: Raw -1512875.118709 + Penalty 3097.424862 = -1509777.693847
  nChanged 562
		SP:Iteration 9Q (83262.930000 sec): 3 clusters
  Score: Raw -1513206.842920 + Penalty 3097.424862 = -1510109.418059
  nChanged 528
		SP:Iteration 10Q (83263.220000 sec): 3 clusters
  Score: Raw -1513490.157778 + Penalty 3097.424862 = -1510392.732916
  nChanged 440
		SP:Iteration 11Q (83263.520000 sec): 3 clusters
  Score: Raw -1513691.971262 + Penalty 3097.424862 = -1510594.546400
  nChanged 341
		SP:Iteration 12Q (83263.750000 sec): 3 clusters
  Score: Raw -1513828.275899 + Penalty 3097.424862 = -1510730.851038
  nChanged 268
		SP:Iteration 13Q (83264.030000 sec): 3 clusters
  Score: Raw -1513917.246711 + Penalty 3097.424862 = -1510819.821849
  nChanged 204
		SP:Iteration 14Q (83264.270000 sec): 3 clusters
  Score: Raw -1513979.598544 + Penalty 3097.424862 = -1510882.173682
  nChanged 177
		SP:Iteration 15Q (83264.530000 sec): 3 clusters
  Score: Raw -1514028.259644 + Penalty 3097.424862 = -1510930.834782
  nChanged 156
		SP:Iteration 16Q (83264.780000 sec): 3 clusters
  Score: Raw -1514070.336923 + Penalty 3097.424862 = -1510972.912062
  nChanged 159
		SP:Iteration 17Q (83265.050000 sec): 3 clusters
  Score: Raw -1514109.076452 + Penalty 3097.424862 = -1511011.651590
  nChanged 138
		SP:Iteration 18Q (83265.300000 sec): 3 clusters
  Score: Raw -1514140.201641 + Penalty 3097.424862 = -1511042.776779
  nChanged 119
		SP:Iteration 19Q (83265.590000 sec): 3 clusters
  Score: Raw -1514172.053710 + Penalty 3097.424862 = -1511074.628848
  nChanged 128
		SP:Iteration 20F (83265.900000 sec): 3 clusters
  Score: Raw -1514201.731044 + Penalty 3097.424862 = -1511104.306182
  nChanged 111
		SP:Iteration 21Q (83266.150000 sec): 3 clusters
  Score: Raw -1514223.885641 + Penalty 3097.424862 = -1511126.460779
  nChanged 97
		SP:Iteration 22Q (83266.410000 sec): 3 clusters
  Score: Raw -1514243.830711 + Penalty 3097.424862 = -1511146.405849
  nChanged 95
		SP:Iteration 23Q (83266.650000 sec): 3 clusters
  Score: Raw -1514263.029641 + Penalty 3097.424862 = -1511165.604780
  nChanged 90
		SP:Iteration 24Q (83266.920000 sec): 3 clusters
  Score: Raw -1514282.032602 + Penalty 3097.424862 = -1511184.607740
  nChanged 98
		SP:Iteration 25Q (83267.190000 sec): 3 clusters
  Score: Raw -1514305.046542 + Penalty 3097.424862 = -1511207.621680
  nChanged 94
		SP:Iteration 26Q (83267.470000 sec): 3 clusters
  Score: Raw -1514328.649618 + Penalty 3097.424862 = -1511231.224756
  nChanged 97
		SP:Iteration 27Q (83267.760000 sec): 3 clusters
  Score: Raw -1514353.433016 + Penalty 3097.424862 = -1511256.008155
  nChanged 88
		SP:Iteration 28Q (83268.020000 sec): 3 clusters
  Score: Raw -1514375.613500 + Penalty 3097.424862 = -1511278.188638
  nChanged 91
		SP:Iteration 29Q (83268.330000 sec): 3 clusters
  Score: Raw -1514394.616086 + Penalty 3097.424862 = -1511297.191224
  nChanged 91
		SP:Iteration 30Q (83268.640000 sec): 3 clusters
  Score: Raw -1514415.060005 + Penalty 3097.424862 = -1511317.635143
  nChanged 86
		SP:Iteration 31Q (83268.880000 sec): 3 clusters
  Score: Raw -1514432.375453 + Penalty 3097.424862 = -1511334.950591
  nChanged 82
		SP:Iteration 32Q (83269.110000 sec): 3 clusters
  Score: Raw -1514449.421343 + Penalty 3097.424862 = -1511351.996482
  nChanged 95
		SP:Iteration 33Q (83269.340000 sec): 3 clusters
  Score: Raw -1514470.298869 + Penalty 3097.424862 = -1511372.874007
  nChanged 104
		SP:Iteration 34Q (83269.600000 sec): 3 clusters
  Score: Raw -1514490.686926 + Penalty 3097.424862 = -1511393.262064
  nChanged 74
		SP:Iteration 35Q (83269.810000 sec): 3 clusters
  Score: Raw -1514504.242352 + Penalty 3097.424862 = -1511406.817490
  nChanged 87
		SP:Iteration 36Q (83270.130000 sec): 3 clusters
  Score: Raw -1514523.898257 + Penalty 3097.424862 = -1511426.473395
  nChanged 100
		SP:Iteration 37Q (83270.370000 sec): 3 clusters
  Score: Raw -1514550.369027 + Penalty 3097.424862 = -1511452.944165
  nChanged 106
		SP:Iteration 38Q (83270.630000 sec): 3 clusters
  Score: Raw -1514577.607889 + Penalty 3097.424862 = -1511480.183027
  nChanged 103
		SP:Iteration 39Q (83270.890000 sec): 3 clusters
  Score: Raw -1514606.022713 + Penalty 3097.424862 = -1511508.597852
  nChanged 105
		SP:Iteration 40F (83271.160000 sec): 3 clusters
  Score: Raw -1514633.826033 + Penalty 3097.424862 = -1511536.401171
  nChanged 101
		SP:Iteration 41Q (83271.400000 sec): 3 clusters
  Score: Raw -1514665.975963 + Penalty 3097.424862 = -1511568.551101
  nChanged 130
		SP:Iteration 42Q (83271.630000 sec): 3 clusters
  Score: Raw -1514706.819028 + Penalty 3097.424862 = -1511609.394167
  nChanged 121
		SP:Iteration 43Q (83271.920000 sec): 3 clusters
  Score: Raw -1514752.040092 + Penalty 3097.424862 = -1511654.615230
  nChanged 142
		SP:Iteration 44Q (83272.180000 sec): 3 clusters
  Score: Raw -1514804.949460 + Penalty 3097.424862 = -1511707.524599
  nChanged 135
		SP:Iteration 45Q (83272.520000 sec): 3 clusters
  Score: Raw -1514855.990536 + Penalty 3097.424862 = -1511758.565674
  nChanged 137
		SP:Iteration 46Q (83272.750000 sec): 3 clusters
  Score: Raw -1514910.800292 + Penalty 3097.424862 = -1511813.375430
  nChanged 137
		SP:Iteration 47Q (83272.990000 sec): 3 clusters
  Score: Raw -1514970.124076 + Penalty 3097.424862 = -1511872.699215
  nChanged 133
		SP:Iteration 48Q (83273.300000 sec): 3 clusters
  Score: Raw -1515024.975889 + Penalty 3097.424862 = -1511927.551027
  nChanged 122
		SP:Iteration 49Q (83273.560000 sec): 3 clusters
  Score: Raw -1515076.758094 + Penalty 3097.424862 = -1511979.333232
  nChanged 114
		SP:Iteration 50Q (83273.820000 sec): 3 clusters
  Score: Raw -1515128.871403 + Penalty 3097.424862 = -1512031.446542
  nChanged 110
		SP:Iteration 51Q (83274.100000 sec): 3 clusters
  Score: Raw -1515175.016787 + Penalty 3097.424862 = -1512077.591926
  nChanged 100
		SP:Iteration 52Q (83274.350000 sec): 3 clusters
  Score: Raw -1515215.569967 + Penalty 3097.424862 = -1512118.145105
  nChanged 85
		SP:Iteration 53Q (83274.630000 sec): 3 clusters
  Score: Raw -1515246.339912 + Penalty 3097.424862 = -1512148.915051
  nChanged 70
		SP:Iteration 54Q (83274.880000 sec): 3 clusters
  Score: Raw -1515273.199727 + Penalty 3097.424862 = -1512175.774865
  nChanged 65
		SP:Iteration 55Q (83275.140000 sec): 3 clusters
  Score: Raw -1515299.262135 + Penalty 3097.424862 = -1512201.837274
  nChanged 66
		SP:Iteration 56Q (83275.400000 sec): 3 clusters
  Score: Raw -1515324.464307 + Penalty 3097.424862 = -1512227.039445
  nChanged 52
		SP:Iteration 57Q (83275.630000 sec): 3 clusters
  Score: Raw -1515344.851558 + Penalty 3097.424862 = -1512247.426697
  nChanged 38
		SP:Iteration 58Q (83275.880000 sec): 3 clusters
  Score: Raw -1515358.616046 + Penalty 3097.424862 = -1512261.191184
  nChanged 31
		SP:Iteration 59Q (83276.230000 sec): 3 clusters
  Score: Raw -1515367.956768 + Penalty 3097.424862 = -1512270.531906
  nChanged 33
		SP:Iteration 60F (83276.560000 sec): 3 clusters
  Score: Raw -1515380.376662 + Penalty 3097.424862 = -1512282.951800
  nChanged 31
		SP:Iteration 61Q (83276.800000 sec): 3 clusters
  Score: Raw -1515393.212654 + Penalty 3097.424862 = -1512295.787792
  nChanged 26
		SP:Iteration 62Q (83277.010000 sec): 3 clusters
  Score: Raw -1515403.718301 + Penalty 3097.424862 = -1512306.293439
  nChanged 21
		SP:Iteration 63Q (83277.270000 sec): 3 clusters
  Score: Raw -1515412.525964 + Penalty 3097.424862 = -1512315.101102
  nChanged 18
		SP:Iteration 64Q (83277.510000 sec): 3 clusters
  Score: Raw -1515419.545536 + Penalty 3097.424862 = -1512322.120675
  nChanged 17
		SP:Iteration 65Q (83277.740000 sec): 3 clusters
  Score: Raw -1515425.783786 + Penalty 3097.424862 = -1512328.358925
  nChanged 16
		SP:Iteration 66Q (83278.000000 sec): 3 clusters
  Score: Raw -1515431.936357 + Penalty 3097.424862 = -1512334.511496
  nChanged 13
		SP:Iteration 67Q (83278.240000 sec): 3 clusters
  Score: Raw -1515439.641235 + Penalty 3097.424862 = -1512342.216373
  nChanged 16
		SP:Iteration 68Q (83278.510000 sec): 3 clusters
  Score: Raw -1515449.198165 + Penalty 3097.424862 = -1512351.773303
  nChanged 19
		SP:Iteration 69Q (83278.750000 sec): 3 clusters
  Score: Raw -1515457.154809 + Penalty 3097.424862 = -1512359.729947
  nChanged 14
		SP:Iteration 70Q (83278.940000 sec): 3 clusters
  Score: Raw -1515464.716256 + Penalty 3097.424862 = -1512367.291394
  nChanged 13
		SP:Iteration 71Q (83279.170000 sec): 3 clusters
  Score: Raw -1515470.319398 + Penalty 3097.424862 = -1512372.894537
  nChanged 14
		SP:Iteration 72Q (83279.460000 sec): 3 clusters
  Score: Raw -1515475.415655 + Penalty 3097.424862 = -1512377.990793
  nChanged 13
		SP:Iteration 73Q (83279.710000 sec): 3 clusters
  Score: Raw -1515481.602556 + Penalty 3097.424862 = -1512384.177695
  nChanged 9
		SP:Iteration 74Q (83279.930000 sec): 3 clusters
  Score: Raw -1515486.969255 + Penalty 3097.424862 = -1512389.544393
  nChanged 7
		SP:Iteration 75Q (83280.160000 sec): 3 clusters
  Score: Raw -1515489.908260 + Penalty 3097.424862 = -1512392.483398
  nChanged 6
		SP:Iteration 76Q (83280.340000 sec): 3 clusters
  Score: Raw -1515493.877155 + Penalty 3097.424862 = -1512396.452293
  nChanged 9
		SP:Iteration 77Q (83280.590000 sec): 3 clusters
  Score: Raw -1515498.340769 + Penalty 3097.424862 = -1512400.915907
  nChanged 9
		SP:Iteration 78Q (83280.760000 sec): 3 clusters
  Score: Raw -1515502.718537 + Penalty 3097.424862 = -1512405.293675
  nChanged 6
		SP:Iteration 79Q (83281.020000 sec): 3 clusters
  Score: Raw -1515504.174333 + Penalty 3097.424862 = -1512406.749471
  nChanged 3
		SP:Iteration 80F (83281.270000 sec): 3 clusters
  Score: Raw -1515505.548072 + Penalty 3097.424862 = -1512408.123210
  nChanged 6
		SP:Iteration 81Q (83281.510000 sec): 3 clusters
  Score: Raw -1515508.374911 + Penalty 3097.424862 = -1512410.950049
  nChanged 8
		SP:Iteration 82Q (83281.760000 sec): 3 clusters
  Score: Raw -1515510.946958 + Penalty 3097.424862 = -1512413.522096
  nChanged 6
		SP:Iteration 83Q (83282.030000 sec): 3 clusters
  Score: Raw -1515512.767818 + Penalty 3097.424862 = -1512415.342956
  nChanged 6
		SP:Iteration 84Q (83282.310000 sec): 3 clusters
  Score: Raw -1515515.348215 + Penalty 3097.424862 = -1512417.923353
  nChanged 4
		SP:Iteration 85Q (83282.590000 sec): 3 clusters
  Score: Raw -1515516.125543 + Penalty 3097.424862 = -1512418.700682
  nChanged 2
		SP:Iteration 86Q (83282.840000 sec): 3 clusters
  Score: Raw -1515516.732813 + Penalty 3097.424862 = -1512419.307951
  nChanged 4
		SP:Iteration 87Q (83283.060000 sec): 3 clusters
  Score: Raw -1515518.260135 + Penalty 3097.424862 = -1512420.835274
  nChanged 3
		SP:Iteration 88Q (83283.330000 sec): 3 clusters
  Score: Raw -1515518.861519 + Penalty 3097.424862 = -1512421.436657
  nChanged 2
		SP:Iteration 89Q (83283.590000 sec): 3 clusters
  Score: Raw -1515519.145775 + Penalty 3097.424862 = -1512421.720913
  nChanged 1
		SP:Iteration 90Q (83283.800000 sec): 3 clusters
  Score: Raw -1515519.894703 + Penalty 3097.424862 = -1512422.469842
  nChanged 2
		SP:Iteration 91Q (83284.020000 sec): 3 clusters
  Score: Raw -1515520.814986 + Penalty 3097.424862 = -1512423.390124
  nChanged 3
		SP:Iteration 92Q (83284.320000 sec): 3 clusters
  Score: Raw -1515521.650732 + Penalty 3097.424862 = -1512424.225870
  nChanged 1
		SP:Iteration 93Q (83284.550000 sec): 3 clusters
  Score: Raw -1515521.743780 + Penalty 3097.424862 = -1512424.318918
  nChanged 0
		SP:Iteration 94F (83284.780000 sec): 3 clusters
  Score: Raw -1515521.743780 + Penalty 3097.424862 = -1512424.318918
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83284.900000 sec): 2 clusters
  Score: Raw -100046.460475 + Penalty 1128.727274 = -98917.733202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83285.060000 sec): 3 clusters
  Score: Raw -99741.492900 + Penalty 2257.454547 = -97484.038353
  nChanged 307
		SP:Iteration 1F (83285.230000 sec): 3 clusters
  Score: Raw -100129.761277 + Penalty 2257.454547 = -97872.306730
  nChanged 107
		SP:Iteration 2F (83285.410000 sec): 3 clusters
  Score: Raw -100322.843770 + Penalty 2257.454547 = -98065.389223
  nChanged 57
		SP:Iteration 3F (83285.610000 sec): 3 clusters
  Score: Raw -100427.067930 + Penalty 2257.454547 = -98169.613383
  nChanged 48
		SP:Iteration 4Q (83285.820000 sec): 3 clusters
  Score: Raw -100531.575961 + Penalty 2257.454547 = -98274.121414
  nChanged 39
		SP:Iteration 5Q (83285.970000 sec): 3 clusters
  Score: Raw -100610.609735 + Penalty 2257.454547 = -98353.155187
  nChanged 24
		SP:Iteration 6Q (83286.140000 sec): 3 clusters
  Score: Raw -100645.116951 + Penalty 2257.454547 = -98387.662404
  nChanged 21
		SP:Iteration 7Q (83286.350000 sec): 3 clusters
  Score: Raw -100677.287765 + Penalty 2257.454547 = -98419.833218
  nChanged 17
		SP:Iteration 8Q (83286.530000 sec): 3 clusters
  Score: Raw -100698.245810 + Penalty 2257.454547 = -98440.791263
  nChanged 14
		SP:Iteration 9Q (83286.740000 sec): 3 clusters
  Score: Raw -100715.106683 + Penalty 2257.454547 = -98457.652136
  nChanged 10
		SP:Iteration 10Q (83286.940000 sec): 3 clusters
  Score: Raw -100733.028240 + Penalty 2257.454547 = -98475.573692
  nChanged 14
		SP:Iteration 11Q (83287.140000 sec): 3 clusters
  Score: Raw -100757.730545 + Penalty 2257.454547 = -98500.275997
  nChanged 13
		SP:Iteration 12Q (83287.330000 sec): 3 clusters
  Score: Raw -100777.444242 + Penalty 2257.454547 = -98519.989694
  nChanged 15
		SP:Iteration 13Q (83287.530000 sec): 3 clusters
  Score: Raw -100801.108630 + Penalty 2257.454547 = -98543.654083
  nChanged 18
		SP:Iteration 14Q (83287.720000 sec): 3 clusters
  Score: Raw -100836.771549 + Penalty 2257.454547 = -98579.317002
  nChanged 17
		SP:Iteration 15Q (83287.910000 sec): 3 clusters
  Score: Raw -100862.591661 + Penalty 2257.454547 = -98605.137114
  nChanged 13
		SP:Iteration 16Q (83288.100000 sec): 3 clusters
  Score: Raw -100878.833827 + Penalty 2257.454547 = -98621.379280
  nChanged 12
		SP:Iteration 17Q (83288.280000 sec): 3 clusters
  Score: Raw -100897.140430 + Penalty 2257.454547 = -98639.685883
  nChanged 9
		SP:Iteration 18Q (83288.470000 sec): 3 clusters
  Score: Raw -100906.373887 + Penalty 2257.454547 = -98648.919340
  nChanged 8
		SP:Iteration 19Q (83288.600000 sec): 3 clusters
  Score: Raw -100916.863088 + Penalty 2257.454547 = -98659.408540
  nChanged 7
		SP:Iteration 20F (83288.790000 sec): 3 clusters
  Score: Raw -100927.207237 + Penalty 2257.454547 = -98669.752690
  nChanged 3
		SP:Iteration 21Q (83288.980000 sec): 3 clusters
  Score: Raw -100929.432834 + Penalty 2257.454547 = -98671.978287
  nChanged 4
		SP:Iteration 22Q (83289.120000 sec): 3 clusters
  Score: Raw -100932.579849 + Penalty 2257.454547 = -98675.125302
  nChanged 2
		SP:Iteration 23Q (83289.290000 sec): 3 clusters
  Score: Raw -100934.340567 + Penalty 2257.454547 = -98676.886020
  nChanged 1
		SP:Iteration 24Q (83289.440000 sec): 3 clusters
  Score: Raw -100934.855167 + Penalty 2257.454547 = -98677.400620
  nChanged 1
		SP:Iteration 25Q (83289.600000 sec): 3 clusters
  Score: Raw -100936.367929 + Penalty 2257.454547 = -98678.913382
  nChanged 2
		SP:Iteration 26Q (83289.760000 sec): 3 clusters
  Score: Raw -100939.858657 + Penalty 2257.454547 = -98682.404110
  nChanged 1
		SP:Iteration 27Q (83289.920000 sec): 3 clusters
  Score: Raw -100940.563572 + Penalty 2257.454547 = -98683.109025
  nChanged 0
		SP:Iteration 28F (83290.090000 sec): 3 clusters
  Score: Raw -100940.563572 + Penalty 2257.454547 = -98683.109025
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83290.400000 sec): 2 clusters
  Score: Raw -3155595.351779 + Penalty 1676.805646 = -3153918.546133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83290.740000 sec): 3 clusters
  Score: Raw -3136992.424901 + Penalty 3353.611292 = -3133638.813608
  nChanged 13848
		SP:Iteration 1F (83291.090000 sec): 3 clusters
  Score: Raw -3144922.400396 + Penalty 3353.611292 = -3141568.789103
  nChanged 1667
		SP:Iteration 2F (83291.470000 sec): 3 clusters
  Score: Raw -3145716.616504 + Penalty 3353.611292 = -3142363.005211
  nChanged 1772
		SP:Iteration 3F (83291.840000 sec): 3 clusters
  Score: Raw -3146730.472064 + Penalty 3353.611292 = -3143376.860771
  nChanged 1894
		SP:Iteration 4F (83292.170000 sec): 3 clusters
  Score: Raw -3147852.934377 + Penalty 3353.611292 = -3144499.323084
  nChanged 1893
		SP:Iteration 5F (83292.540000 sec): 3 clusters
  Score: Raw -3149055.288612 + Penalty 3353.611292 = -3145701.677320
  nChanged 1829
		SP:Iteration 6F (83292.910000 sec): 3 clusters
  Score: Raw -3150161.231561 + Penalty 3353.611292 = -3146807.620269
  nChanged 1605
		SP:Iteration 7F (83293.210000 sec): 3 clusters
  Score: Raw -3151035.876975 + Penalty 3353.611292 = -3147682.265683
  nChanged 1301
		SP:Iteration 8Q (83293.560000 sec): 3 clusters
  Score: Raw -3151664.397241 + Penalty 3353.611292 = -3148310.785949
  nChanged 1050
		SP:Iteration 9Q (83293.840000 sec): 3 clusters
  Score: Raw -3152103.437338 + Penalty 3353.611292 = -3148749.826045
  nChanged 793
		SP:Iteration 10Q (83294.120000 sec): 3 clusters
  Score: Raw -3152376.440363 + Penalty 3353.611292 = -3149022.829071
  nChanged 630
		SP:Iteration 11Q (83294.460000 sec): 3 clusters
  Score: Raw -3152546.453888 + Penalty 3353.611292 = -3149192.842595
  nChanged 454
		SP:Iteration 12Q (83294.710000 sec): 3 clusters
  Score: Raw -3152653.819601 + Penalty 3353.611292 = -3149300.208309
  nChanged 375
		SP:Iteration 13Q (83295.040000 sec): 3 clusters
  Score: Raw -3152733.950467 + Penalty 3353.611292 = -3149380.339175
  nChanged 325
		SP:Iteration 14Q (83295.300000 sec): 3 clusters
  Score: Raw -3152801.200544 + Penalty 3353.611292 = -3149447.589251
  nChanged 299
		SP:Iteration 15Q (83295.550000 sec): 3 clusters
  Score: Raw -3152859.291843 + Penalty 3353.611292 = -3149505.680551
  nChanged 273
		SP:Iteration 16Q (83295.840000 sec): 3 clusters
  Score: Raw -3152916.570933 + Penalty 3353.611292 = -3149562.959640
  nChanged 288
		SP:Iteration 17Q (83296.180000 sec): 3 clusters
  Score: Raw -3152985.817815 + Penalty 3353.611292 = -3149632.206523
  nChanged 308
		SP:Iteration 18Q (83296.470000 sec): 3 clusters
  Score: Raw -3153066.647417 + Penalty 3353.611292 = -3149713.036125
  nChanged 332
		SP:Iteration 19Q (83296.840000 sec): 3 clusters
  Score: Raw -3153162.058597 + Penalty 3353.611292 = -3149808.447305
  nChanged 353
		SP:Iteration 20F (83297.210000 sec): 3 clusters
  Score: Raw -3153268.747291 + Penalty 3353.611292 = -3149915.135999
  nChanged 373
		SP:Iteration 21Q (83297.510000 sec): 3 clusters
  Score: Raw -3153380.590413 + Penalty 3353.611292 = -3150026.979120
  nChanged 397
		SP:Iteration 22Q (83297.840000 sec): 3 clusters
  Score: Raw -3153506.346467 + Penalty 3353.611292 = -3150152.735174
  nChanged 369
		SP:Iteration 23Q (83298.140000 sec): 3 clusters
  Score: Raw -3153620.824447 + Penalty 3353.611292 = -3150267.213155
  nChanged 367
		SP:Iteration 24Q (83298.430000 sec): 3 clusters
  Score: Raw -3153734.661016 + Penalty 3353.611292 = -3150381.049723
  nChanged 379
		SP:Iteration 25Q (83298.750000 sec): 3 clusters
  Score: Raw -3153850.769750 + Penalty 3353.611292 = -3150497.158458
  nChanged 418
		SP:Iteration 26Q (83299.080000 sec): 3 clusters
  Score: Raw -3153997.016568 + Penalty 3353.611292 = -3150643.405276
  nChanged 409
		SP:Iteration 27Q (83299.390000 sec): 3 clusters
  Score: Raw -3154145.101343 + Penalty 3353.611292 = -3150791.490051
  nChanged 413
		SP:Iteration 28Q (83299.730000 sec): 3 clusters
  Score: Raw -3154309.508920 + Penalty 3353.611292 = -3150955.897628
  nChanged 435
		SP:Iteration 29Q (83300.070000 sec): 3 clusters
  Score: Raw -3154507.813757 + Penalty 3353.611292 = -3151154.202465
  nChanged 415
		SP:Iteration 30Q (83300.380000 sec): 3 clusters
  Score: Raw -3154696.058647 + Penalty 3353.611292 = -3151342.447354
  nChanged 401
		SP:Iteration 31Q (83300.700000 sec): 3 clusters
  Score: Raw -3154882.239348 + Penalty 3353.611292 = -3151528.628055
  nChanged 401
		SP:Iteration 32Q (83301.000000 sec): 3 clusters
  Score: Raw -3155064.083376 + Penalty 3353.611292 = -3151710.472084
  nChanged 370
		SP:Iteration 33Q (83301.270000 sec): 3 clusters
  Score: Raw -3155229.949642 + Penalty 3353.611292 = -3151876.338349
  nChanged 324
		SP:Iteration 34Q (83301.580000 sec): 3 clusters
  Score: Raw -3155373.820866 + Penalty 3353.611292 = -3152020.209573
  nChanged 273
		SP:Iteration 35Q (83301.900000 sec): 3 clusters
  Score: Raw -3155493.257505 + Penalty 3353.611292 = -3152139.646213
  nChanged 264
		SP:Iteration 36Q (83302.160000 sec): 3 clusters
  Score: Raw -3155619.495529 + Penalty 3353.611292 = -3152265.884236
  nChanged 267
		SP:Iteration 37Q (83302.430000 sec): 3 clusters
  Score: Raw -3155737.088474 + Penalty 3353.611292 = -3152383.477182
  nChanged 196
		SP:Iteration 38Q (83302.760000 sec): 3 clusters
  Score: Raw -3155825.742668 + Penalty 3353.611292 = -3152472.131376
  nChanged 167
		SP:Iteration 39Q (83303.050000 sec): 3 clusters
  Score: Raw -3155887.022162 + Penalty 3353.611292 = -3152533.410870
  nChanged 133
		SP:Iteration 40F (83303.350000 sec): 3 clusters
  Score: Raw -3155950.568023 + Penalty 3353.611292 = -3152596.956730
  nChanged 139
		SP:Iteration 41Q (83303.750000 sec): 3 clusters
  Score: Raw -3156014.595305 + Penalty 3353.611292 = -3152660.984013
  nChanged 117
		SP:Iteration 42Q (83304.070000 sec): 3 clusters
  Score: Raw -3156062.546823 + Penalty 3353.611292 = -3152708.935530
  nChanged 109
		SP:Iteration 43Q (83304.420000 sec): 3 clusters
  Score: Raw -3156108.158774 + Penalty 3353.611292 = -3152754.547482
  nChanged 96
		SP:Iteration 44Q (83304.770000 sec): 3 clusters
  Score: Raw -3156141.887102 + Penalty 3353.611292 = -3152788.275809
  nChanged 72
		SP:Iteration 45Q (83305.100000 sec): 3 clusters
  Score: Raw -3156169.515051 + Penalty 3353.611292 = -3152815.903759
  nChanged 53
		SP:Iteration 46Q (83305.430000 sec): 3 clusters
  Score: Raw -3156189.652898 + Penalty 3353.611292 = -3152836.041606
  nChanged 47
		SP:Iteration 47Q (83305.800000 sec): 3 clusters
  Score: Raw -3156209.219773 + Penalty 3353.611292 = -3152855.608481
  nChanged 45
		SP:Iteration 48Q (83306.100000 sec): 3 clusters
  Score: Raw -3156227.345892 + Penalty 3353.611292 = -3152873.734600
  nChanged 38
		SP:Iteration 49Q (83306.400000 sec): 3 clusters
  Score: Raw -3156241.127009 + Penalty 3353.611292 = -3152887.515717
  nChanged 43
		SP:Iteration 50Q (83306.700000 sec): 3 clusters
  Score: Raw -3156256.366166 + Penalty 3353.611292 = -3152902.754874
  nChanged 32
		SP:Iteration 51Q (83307.040000 sec): 3 clusters
  Score: Raw -3156270.602211 + Penalty 3353.611292 = -3152916.990919
  nChanged 35
		SP:Iteration 52Q (83307.340000 sec): 3 clusters
  Score: Raw -3156283.384146 + Penalty 3353.611292 = -3152929.772853
  nChanged 34
		SP:Iteration 53Q (83307.680000 sec): 3 clusters
  Score: Raw -3156293.684927 + Penalty 3353.611292 = -3152940.073635
  nChanged 22
		SP:Iteration 54Q (83308.000000 sec): 3 clusters
  Score: Raw -3156301.835729 + Penalty 3353.611292 = -3152948.224436
  nChanged 25
		SP:Iteration 55Q (83308.280000 sec): 3 clusters
  Score: Raw -3156312.984712 + Penalty 3353.611292 = -3152959.373420
  nChanged 26
		SP:Iteration 56Q (83308.640000 sec): 3 clusters
  Score: Raw -3156322.514868 + Penalty 3353.611292 = -3152968.903575
  nChanged 20
		SP:Iteration 57Q (83309.060000 sec): 3 clusters
  Score: Raw -3156329.122427 + Penalty 3353.611292 = -3152975.511134
  nChanged 18
		SP:Iteration 58Q (83309.350000 sec): 3 clusters
  Score: Raw -3156335.831705 + Penalty 3353.611292 = -3152982.220413
  nChanged 16
		SP:Iteration 59Q (83309.690000 sec): 3 clusters
  Score: Raw -3156341.078068 + Penalty 3353.611292 = -3152987.466776
  nChanged 16
		SP:Iteration 60F (83309.980000 sec): 3 clusters
  Score: Raw -3156345.219234 + Penalty 3353.611292 = -3152991.607942
  nChanged 12
		SP:Iteration 61Q (83310.300000 sec): 3 clusters
  Score: Raw -3156347.870042 + Penalty 3353.611292 = -3152994.258749
  nChanged 7
		SP:Iteration 62Q (83310.640000 sec): 3 clusters
  Score: Raw -3156349.612594 + Penalty 3353.611292 = -3152996.001302
  nChanged 3
		SP:Iteration 63Q (83310.930000 sec): 3 clusters
  Score: Raw -3156351.153800 + Penalty 3353.611292 = -3152997.542507
  nChanged 6
		SP:Iteration 64Q (83311.260000 sec): 3 clusters
  Score: Raw -3156355.169020 + Penalty 3353.611292 = -3153001.557728
  nChanged 9
		SP:Iteration 65Q (83311.580000 sec): 3 clusters
  Score: Raw -3156358.952304 + Penalty 3353.611292 = -3153005.341012
  nChanged 13
		SP:Iteration 66Q (83311.880000 sec): 3 clusters
  Score: Raw -3156363.519059 + Penalty 3353.611292 = -3153009.907767
  nChanged 14
		SP:Iteration 67Q (83312.220000 sec): 3 clusters
  Score: Raw -3156369.681485 + Penalty 3353.611292 = -3153016.070192
  nChanged 11
		SP:Iteration 68Q (83312.540000 sec): 3 clusters
  Score: Raw -3156374.108248 + Penalty 3353.611292 = -3153020.496955
  nChanged 8
		SP:Iteration 69Q (83312.820000 sec): 3 clusters
  Score: Raw -3156376.383732 + Penalty 3353.611292 = -3153022.772439
  nChanged 3
		SP:Iteration 70Q (83313.130000 sec): 3 clusters
  Score: Raw -3156377.793324 + Penalty 3353.611292 = -3153024.182032
  nChanged 3
		SP:Iteration 71Q (83313.420000 sec): 3 clusters
  Score: Raw -3156379.202240 + Penalty 3353.611292 = -3153025.590948
  nChanged 5
		SP:Iteration 72Q (83313.720000 sec): 3 clusters
  Score: Raw -3156381.026198 + Penalty 3353.611292 = -3153027.414906
  nChanged 4
		SP:Iteration 73Q (83314.040000 sec): 3 clusters
  Score: Raw -3156382.442831 + Penalty 3353.611292 = -3153028.831539
  nChanged 6
		SP:Iteration 74Q (83314.430000 sec): 3 clusters
  Score: Raw -3156384.877363 + Penalty 3353.611292 = -3153031.266070
  nChanged 6
		SP:Iteration 75Q (83314.750000 sec): 3 clusters
  Score: Raw -3156386.524624 + Penalty 3353.611292 = -3153032.913332
  nChanged 4
		SP:Iteration 76Q (83315.110000 sec): 3 clusters
  Score: Raw -3156387.034331 + Penalty 3353.611292 = -3153033.423038
  nChanged 4
		SP:Iteration 77Q (83315.410000 sec): 3 clusters
  Score: Raw -3156389.213888 + Penalty 3353.611292 = -3153035.602595
  nChanged 3
		SP:Iteration 78Q (83315.760000 sec): 3 clusters
  Score: Raw -3156389.768969 + Penalty 3353.611292 = -3153036.157676
  nChanged 1
		SP:Iteration 79Q (83316.040000 sec): 3 clusters
  Score: Raw -3156390.133082 + Penalty 3353.611292 = -3153036.521790
  nChanged 3
		SP:Iteration 80F (83316.390000 sec): 3 clusters
  Score: Raw -3156391.364384 + Penalty 3353.611292 = -3153037.753092
  nChanged 7
		SP:Iteration 81Q (83316.700000 sec): 3 clusters
  Score: Raw -3156394.244458 + Penalty 3353.611292 = -3153040.633166
  nChanged 12
		SP:Iteration 82Q (83316.980000 sec): 3 clusters
  Score: Raw -3156399.241575 + Penalty 3353.611292 = -3153045.630282
  nChanged 16
		SP:Iteration 83Q (83317.270000 sec): 3 clusters
  Score: Raw -3156404.570555 + Penalty 3353.611292 = -3153050.959262
  nChanged 7
		SP:Iteration 84Q (83317.590000 sec): 3 clusters
  Score: Raw -3156406.808826 + Penalty 3353.611292 = -3153053.197534
  nChanged 6
		SP:Iteration 85Q (83317.900000 sec): 3 clusters
  Score: Raw -3156408.407638 + Penalty 3353.611292 = -3153054.796346
  nChanged 7
		SP:Iteration 86Q (83318.210000 sec): 3 clusters
  Score: Raw -3156409.748758 + Penalty 3353.611292 = -3153056.137466
  nChanged 5
		SP:Iteration 87Q (83318.610000 sec): 3 clusters
  Score: Raw -3156411.474733 + Penalty 3353.611292 = -3153057.863441
  nChanged 5
		SP:Iteration 88Q (83318.930000 sec): 3 clusters
  Score: Raw -3156413.053287 + Penalty 3353.611292 = -3153059.441995
  nChanged 2
		SP:Iteration 89Q (83319.310000 sec): 3 clusters
  Score: Raw -3156413.822483 + Penalty 3353.611292 = -3153060.211190
  nChanged 3
		SP:Iteration 90Q (83319.660000 sec): 3 clusters
  Score: Raw -3156415.502904 + Penalty 3353.611292 = -3153061.891612
  nChanged 8
		SP:Iteration 91Q (83319.950000 sec): 3 clusters
  Score: Raw -3156417.435846 + Penalty 3353.611292 = -3153063.824554
  nChanged 3
		SP:Iteration 92Q (83320.280000 sec): 3 clusters
  Score: Raw -3156419.419421 + Penalty 3353.611292 = -3153065.808129
  nChanged 5
		SP:Iteration 93Q (83320.550000 sec): 3 clusters
  Score: Raw -3156421.356100 + Penalty 3353.611292 = -3153067.744808
  nChanged 5
		SP:Iteration 94Q (83320.920000 sec): 3 clusters
  Score: Raw -3156423.101404 + Penalty 3353.611292 = -3153069.490112
  nChanged 6
		SP:Iteration 95Q (83321.280000 sec): 3 clusters
  Score: Raw -3156425.002202 + Penalty 3353.611292 = -3153071.390910
  nChanged 7
		SP:Iteration 96Q (83321.570000 sec): 3 clusters
  Score: Raw -3156427.596789 + Penalty 3353.611292 = -3153073.985496
  nChanged 7
		SP:Iteration 97Q (83321.860000 sec): 3 clusters
  Score: Raw -3156429.801604 + Penalty 3353.611292 = -3153076.190311
  nChanged 5
		SP:Iteration 98Q (83322.200000 sec): 3 clusters
  Score: Raw -3156430.972019 + Penalty 3353.611292 = -3153077.360727
  nChanged 2
		SP:Iteration 99Q (83322.480000 sec): 3 clusters
  Score: Raw -3156431.477415 + Penalty 3353.611292 = -3153077.866123
  nChanged 0
		SP:Iteration 100F (83322.740000 sec): 3 clusters
  Score: Raw -3156431.477415 + Penalty 3353.611292 = -3153077.866123
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83322.860000 sec): 2 clusters
  Score: Raw -47715.874368 + Penalty 981.541391 = -46734.332977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83323.110000 sec): 3 clusters
  Score: Raw -47664.903503 + Penalty 1963.082781 = -45701.820722
  nChanged 84
		SP:Iteration 1F (83323.290000 sec): 3 clusters
  Score: Raw -47840.788970 + Penalty 1963.082781 = -45877.706188
  nChanged 25
		SP:Iteration 2F (83323.480000 sec): 3 clusters
  Score: Raw -47981.098172 + Penalty 1963.082781 = -46018.015391
  nChanged 15
		SP:Iteration 3Q (83323.700000 sec): 3 clusters
  Score: Raw -48006.312867 + Penalty 1963.082781 = -46043.230086
  nChanged 13
		SP:Iteration 4Q (83323.900000 sec): 3 clusters
  Score: Raw -48028.552611 + Penalty 1963.082781 = -46065.469830
  nChanged 8
		SP:Iteration 5Q (83324.050000 sec): 3 clusters
  Score: Raw -48045.519297 + Penalty 1963.082781 = -46082.436516
  nChanged 5
		SP:Iteration 6Q (83324.210000 sec): 3 clusters
  Score: Raw -48057.344605 + Penalty 1963.082781 = -46094.261824
  nChanged 2
		SP:Iteration 7Q (83324.380000 sec): 3 clusters
  Score: Raw -48063.052479 + Penalty 1963.082781 = -46099.969698
  nChanged 1
		SP:Iteration 8Q (83324.540000 sec): 3 clusters
  Score: Raw -48064.321744 + Penalty 1963.082781 = -46101.238963
  nChanged 2
		SP:Iteration 9Q (83324.780000 sec): 3 clusters
  Score: Raw -48066.996327 + Penalty 1963.082781 = -46103.913546
  nChanged 2
		SP:Iteration 10Q (83324.960000 sec): 3 clusters
  Score: Raw -48069.415076 + Penalty 1963.082781 = -46106.332295
  nChanged 2
		SP:Iteration 11Q (83325.160000 sec): 3 clusters
  Score: Raw -48070.799211 + Penalty 1963.082781 = -46107.716430
  nChanged 0
		SP:Iteration 12F (83325.330000 sec): 3 clusters
  Score: Raw -48070.799211 + Penalty 1963.082781 = -46107.716430
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (49906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83325.600000 sec): 2 clusters
  Score: Raw -5587883.524846 + Penalty 1757.908184 = -5586125.616662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83326.000000 sec): 3 clusters
  Score: Raw -5556255.888741 + Penalty 3515.816367 = -5552740.072374
  nChanged 23384
		SP:Iteration 1F (83326.360000 sec): 3 clusters
  Score: Raw -5569405.380643 + Penalty 3515.816367 = -5565889.564275
  nChanged 2078
		SP:Iteration 2Q (83326.750000 sec): 3 clusters
  Score: Raw -5570047.104420 + Penalty 3515.816367 = -5566531.288052
  nChanged 2120
		SP:Iteration 3Q (83327.130000 sec): 3 clusters
  Score: Raw -5570722.666802 + Penalty 3515.816367 = -5567206.850435
  nChanged 2127
		SP:Iteration 4Q (83327.510000 sec): 3 clusters
  Score: Raw -5571490.186025 + Penalty 3515.816367 = -5567974.369657
  nChanged 2210
		SP:Iteration 5Q (83327.950000 sec): 3 clusters
  Score: Raw -5572393.374586 + Penalty 3515.816367 = -5568877.558218
  nChanged 2353
		SP:Iteration 6Q (83328.360000 sec): 3 clusters
  Score: Raw -5573549.004815 + Penalty 3515.816367 = -5570033.188447
  nChanged 2564
		SP:Iteration 7F (83328.750000 sec): 3 clusters
  Score: Raw -5574932.049345 + Penalty 3515.816367 = -5571416.232978
  nChanged 2661
		SP:Iteration 8F (83329.200000 sec): 3 clusters
  Score: Raw -5576529.276895 + Penalty 3515.816367 = -5573013.460527
  nChanged 2728
		SP:Iteration 9F (83329.600000 sec): 3 clusters
  Score: Raw -5578271.518831 + Penalty 3515.816367 = -5574755.702464
  nChanged 2671
		SP:Iteration 10F (83330.140000 sec): 3 clusters
  Score: Raw -5579944.127465 + Penalty 3515.816367 = -5576428.311098
  nChanged 2349
		SP:Iteration 11Q (83330.590000 sec): 3 clusters
  Score: Raw -5581262.817825 + Penalty 3515.816367 = -5577747.001458
  nChanged 1851
		SP:Iteration 12Q (83331.070000 sec): 3 clusters
  Score: Raw -5582108.942486 + Penalty 3515.816367 = -5578593.126119
  nChanged 1432
		SP:Iteration 13Q (83331.570000 sec): 3 clusters
  Score: Raw -5582691.049904 + Penalty 3515.816367 = -5579175.233536
  nChanged 1182
		SP:Iteration 14Q (83332.040000 sec): 3 clusters
  Score: Raw -5583156.147595 + Penalty 3515.816367 = -5579640.331227
  nChanged 1070
		SP:Iteration 15Q (83332.500000 sec): 3 clusters
  Score: Raw -5583597.789437 + Penalty 3515.816367 = -5580081.973070
  nChanged 1015
		SP:Iteration 16Q (83332.930000 sec): 3 clusters
  Score: Raw -5584017.554638 + Penalty 3515.816367 = -5580501.738270
  nChanged 926
		SP:Iteration 17Q (83333.350000 sec): 3 clusters
  Score: Raw -5584397.645257 + Penalty 3515.816367 = -5580881.828889
  nChanged 875
		SP:Iteration 18Q (83333.790000 sec): 3 clusters
  Score: Raw -5584747.150727 + Penalty 3515.816367 = -5581231.334359
  nChanged 785
		SP:Iteration 19Q (83334.180000 sec): 3 clusters
  Score: Raw -5585058.199036 + Penalty 3515.816367 = -5581542.382668
  nChanged 786
		SP:Iteration 20F (83334.650000 sec): 3 clusters
  Score: Raw -5585365.010178 + Penalty 3515.816367 = -5581849.193811
  nChanged 711
		SP:Iteration 21Q (83335.020000 sec): 3 clusters
  Score: Raw -5585638.264258 + Penalty 3515.816367 = -5582122.447890
  nChanged 692
		SP:Iteration 22Q (83335.440000 sec): 3 clusters
  Score: Raw -5585893.252533 + Penalty 3515.816367 = -5582377.436165
  nChanged 634
		SP:Iteration 23Q (83335.870000 sec): 3 clusters
  Score: Raw -5586139.349447 + Penalty 3515.816367 = -5582623.533080
  nChanged 613
		SP:Iteration 24Q (83336.340000 sec): 3 clusters
  Score: Raw -5586374.549417 + Penalty 3515.816367 = -5582858.733049
  nChanged 564
		SP:Iteration 25Q (83336.770000 sec): 3 clusters
  Score: Raw -5586597.488429 + Penalty 3515.816367 = -5583081.672062
  nChanged 523
		SP:Iteration 26Q (83337.210000 sec): 3 clusters
  Score: Raw -5586800.743859 + Penalty 3515.816367 = -5583284.927491
  nChanged 491
		SP:Iteration 27Q (83337.610000 sec): 3 clusters
  Score: Raw -5586989.043443 + Penalty 3515.816367 = -5583473.227076
  nChanged 429
		SP:Iteration 28Q (83338.040000 sec): 3 clusters
  Score: Raw -5587153.086294 + Penalty 3515.816367 = -5583637.269927
  nChanged 383
		SP:Iteration 29Q (83338.450000 sec): 3 clusters
  Score: Raw -5587299.592244 + Penalty 3515.816367 = -5583783.775876
  nChanged 364
		SP:Iteration 30Q (83338.850000 sec): 3 clusters
  Score: Raw -5587430.799880 + Penalty 3515.816367 = -5583914.983512
  nChanged 319
		SP:Iteration 31Q (83339.230000 sec): 3 clusters
  Score: Raw -5587553.852231 + Penalty 3515.816367 = -5584038.035864
  nChanged 294
		SP:Iteration 32Q (83339.660000 sec): 3 clusters
  Score: Raw -5587675.824041 + Penalty 3515.816367 = -5584160.007674
  nChanged 262
		SP:Iteration 33Q (83340.120000 sec): 3 clusters
  Score: Raw -5587788.220630 + Penalty 3515.816367 = -5584272.404262
  nChanged 223
		SP:Iteration 34Q (83340.530000 sec): 3 clusters
  Score: Raw -5587881.784996 + Penalty 3515.816367 = -5584365.968629
  nChanged 203
		SP:Iteration 35Q (83340.990000 sec): 3 clusters
  Score: Raw -5587963.311153 + Penalty 3515.816367 = -5584447.494785
  nChanged 175
		SP:Iteration 36Q (83341.540000 sec): 3 clusters
  Score: Raw -5588037.201355 + Penalty 3515.816367 = -5584521.384988
  nChanged 139
		SP:Iteration 37Q (83341.960000 sec): 3 clusters
  Score: Raw -5588092.657435 + Penalty 3515.816367 = -5584576.841067
  nChanged 118
		SP:Iteration 38Q (83342.380000 sec): 3 clusters
  Score: Raw -5588140.574081 + Penalty 3515.816367 = -5584624.757713
  nChanged 108
		SP:Iteration 39Q (83342.810000 sec): 3 clusters
  Score: Raw -5588179.322836 + Penalty 3515.816367 = -5584663.506469
  nChanged 83
		SP:Iteration 40F (83343.310000 sec): 3 clusters
  Score: Raw -5588210.967103 + Penalty 3515.816367 = -5584695.150735
  nChanged 63
		SP:Iteration 41Q (83343.770000 sec): 3 clusters
  Score: Raw -5588231.685804 + Penalty 3515.816367 = -5584715.869436
  nChanged 44
		SP:Iteration 42Q (83344.190000 sec): 3 clusters
  Score: Raw -5588247.157126 + Penalty 3515.816367 = -5584731.340759
  nChanged 42
		SP:Iteration 43Q (83344.660000 sec): 3 clusters
  Score: Raw -5588261.247758 + Penalty 3515.816367 = -5584745.431390
  nChanged 32
		SP:Iteration 44Q (83345.030000 sec): 3 clusters
  Score: Raw -5588275.069863 + Penalty 3515.816367 = -5584759.253495
  nChanged 27
		SP:Iteration 45Q (83345.440000 sec): 3 clusters
  Score: Raw -5588286.113865 + Penalty 3515.816367 = -5584770.297498
  nChanged 23
		SP:Iteration 46Q (83345.900000 sec): 3 clusters
  Score: Raw -5588295.155683 + Penalty 3515.816367 = -5584779.339316
  nChanged 20
		SP:Iteration 47Q (83346.350000 sec): 3 clusters
  Score: Raw -5588300.547386 + Penalty 3515.816367 = -5584784.731018
  nChanged 15
		SP:Iteration 48Q (83346.750000 sec): 3 clusters
  Score: Raw -5588305.355802 + Penalty 3515.816367 = -5584789.539435
  nChanged 15
		SP:Iteration 49Q (83347.210000 sec): 3 clusters
  Score: Raw -5588309.726817 + Penalty 3515.816367 = -5584793.910449
  nChanged 9
		SP:Iteration 50Q (83347.600000 sec): 3 clusters
  Score: Raw -5588312.004696 + Penalty 3515.816367 = -5584796.188329
  nChanged 12
		SP:Iteration 51Q (83348.010000 sec): 3 clusters
  Score: Raw -5588314.945858 + Penalty 3515.816367 = -5584799.129491
  nChanged 9
		SP:Iteration 52Q (83348.420000 sec): 3 clusters
  Score: Raw -5588317.456520 + Penalty 3515.816367 = -5584801.640152
  nChanged 6
		SP:Iteration 53Q (83348.850000 sec): 3 clusters
  Score: Raw -5588319.355745 + Penalty 3515.816367 = -5584803.539378
  nChanged 7
		SP:Iteration 54Q (83349.310000 sec): 3 clusters
  Score: Raw -5588320.712249 + Penalty 3515.816367 = -5584804.895882
  nChanged 6
		SP:Iteration 55Q (83349.780000 sec): 3 clusters
  Score: Raw -5588322.460638 + Penalty 3515.816367 = -5584806.644271
  nChanged 3
		SP:Iteration 56Q (83350.150000 sec): 3 clusters
  Score: Raw -5588322.901241 + Penalty 3515.816367 = -5584807.084874
  nChanged 1
		SP:Iteration 57Q (83350.600000 sec): 3 clusters
  Score: Raw -5588323.024255 + Penalty 3515.816367 = -5584807.207888
  nChanged 1
		SP:Iteration 58Q (83351.030000 sec): 3 clusters
  Score: Raw -5588323.217196 + Penalty 3515.816367 = -5584807.400828
  nChanged 1
		SP:Iteration 59Q (83351.450000 sec): 3 clusters
  Score: Raw -5588323.442397 + Penalty 3515.816367 = -5584807.626029
  nChanged 2
		SP:Iteration 60F (83351.880000 sec): 3 clusters
  Score: Raw -5588323.897468 + Penalty 3515.816367 = -5584808.081101
  nChanged 1
		SP:Iteration 61Q (83352.320000 sec): 3 clusters
  Score: Raw -5588324.100573 + Penalty 3515.816367 = -5584808.284205
  nChanged 1
		SP:Iteration 62Q (83352.700000 sec): 3 clusters
  Score: Raw -5588324.439119 + Penalty 3515.816367 = -5584808.622751
  nChanged 1
		SP:Iteration 63Q (83353.040000 sec): 3 clusters
  Score: Raw -5588324.602863 + Penalty 3515.816367 = -5584808.786496
  nChanged 1
		SP:Iteration 64Q (83353.470000 sec): 3 clusters
  Score: Raw -5588324.945357 + Penalty 3515.816367 = -5584809.128990
  nChanged 4
		SP:Iteration 65Q (83353.790000 sec): 3 clusters
  Score: Raw -5588325.924307 + Penalty 3515.816367 = -5584810.107939
  nChanged 6
		SP:Iteration 66Q (83354.190000 sec): 3 clusters
  Score: Raw -5588327.881308 + Penalty 3515.816367 = -5584812.064941
  nChanged 2
		SP:Iteration 67Q (83354.660000 sec): 3 clusters
  Score: Raw -5588328.488940 + Penalty 3515.816367 = -5584812.672572
  nChanged 1
		SP:Iteration 68Q (83355.030000 sec): 3 clusters
  Score: Raw -5588328.806362 + Penalty 3515.816367 = -5584812.989995
  nChanged 1
		SP:Iteration 69Q (83355.440000 sec): 3 clusters
  Score: Raw -5588328.911260 + Penalty 3515.816367 = -5584813.094892
  nChanged 0
		SP:Iteration 70F (83355.780000 sec): 3 clusters
  Score: Raw -5588328.911260 + Penalty 3515.816367 = -5584813.094892
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83356.370000 sec): 2 clusters
  Score: Raw -10802253.755320 + Penalty 1856.729356 = -10800397.025964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83357.080000 sec): 3 clusters
  Score: Raw -10742740.955834 + Penalty 3713.458713 = -10739027.497122
  nChanged 43665
		SP:Iteration 1F (83357.700000 sec): 3 clusters
  Score: Raw -10768109.077577 + Penalty 3713.458713 = -10764395.618864
  nChanged 3048
		SP:Iteration 2Q (83358.300000 sec): 3 clusters
  Score: Raw -10768880.779704 + Penalty 3713.458713 = -10765167.320991
  nChanged 3130
		SP:Iteration 3Q (83358.900000 sec): 3 clusters
  Score: Raw -10769758.864382 + Penalty 3713.458713 = -10766045.405669
  nChanged 3405
		SP:Iteration 4Q (83359.520000 sec): 3 clusters
  Score: Raw -10770936.982511 + Penalty 3713.458713 = -10767223.523798
  nChanged 3968
		SP:Iteration 5Q (83360.160000 sec): 3 clusters
  Score: Raw -10772695.132356 + Penalty 3713.458713 = -10768981.673643
  nChanged 4610
		SP:Iteration 6F (83360.810000 sec): 3 clusters
  Score: Raw -10775116.922044 + Penalty 3713.458713 = -10771403.463331
  nChanged 5203
		SP:Iteration 7F (83361.550000 sec): 3 clusters
  Score: Raw -10778030.154681 + Penalty 3713.458713 = -10774316.695968
  nChanged 5261
		SP:Iteration 8F (83362.150000 sec): 3 clusters
  Score: Raw -10781113.402127 + Penalty 3713.458713 = -10777399.943415
  nChanged 4839
		SP:Iteration 9F (83362.820000 sec): 3 clusters
  Score: Raw -10783820.391452 + Penalty 3713.458713 = -10780106.932739
  nChanged 4049
		SP:Iteration 10Q (83363.570000 sec): 3 clusters
  Score: Raw -10785650.337859 + Penalty 3713.458713 = -10781936.879146
  nChanged 2906
		SP:Iteration 11Q (83364.180000 sec): 3 clusters
  Score: Raw -10786579.994320 + Penalty 3713.458713 = -10782866.535608
  nChanged 2026
		SP:Iteration 12Q (83364.860000 sec): 3 clusters
  Score: Raw -10787078.626609 + Penalty 3713.458713 = -10783365.167896
  nChanged 1390
		SP:Iteration 13Q (83365.520000 sec): 3 clusters
  Score: Raw -10787374.275064 + Penalty 3713.458713 = -10783660.816351
  nChanged 1104
		SP:Iteration 14Q (83366.220000 sec): 3 clusters
  Score: Raw -10787591.824228 + Penalty 3713.458713 = -10783878.365515
  nChanged 1013
		SP:Iteration 15Q (83366.880000 sec): 3 clusters
  Score: Raw -10787800.469876 + Penalty 3713.458713 = -10784087.011163
  nChanged 1037
		SP:Iteration 16Q (83367.590000 sec): 3 clusters
  Score: Raw -10788009.415344 + Penalty 3713.458713 = -10784295.956631
  nChanged 1037
		SP:Iteration 17Q (83368.280000 sec): 3 clusters
  Score: Raw -10788234.674937 + Penalty 3713.458713 = -10784521.216224
  nChanged 1138
		SP:Iteration 18Q (83369.030000 sec): 3 clusters
  Score: Raw -10788485.080548 + Penalty 3713.458713 = -10784771.621835
  nChanged 1179
		SP:Iteration 19Q (83369.660000 sec): 3 clusters
  Score: Raw -10788755.815212 + Penalty 3713.458713 = -10785042.356499
  nChanged 1271
		SP:Iteration 20F (83370.240000 sec): 3 clusters
  Score: Raw -10789065.364363 + Penalty 3713.458713 = -10785351.905650
  nChanged 1387
		SP:Iteration 21Q (83370.860000 sec): 3 clusters
  Score: Raw -10789445.559867 + Penalty 3713.458713 = -10785732.101154
  nChanged 1506
		SP:Iteration 22Q (83371.460000 sec): 3 clusters
  Score: Raw -10789899.409074 + Penalty 3713.458713 = -10786185.950361
  nChanged 1611
		SP:Iteration 23Q (83372.070000 sec): 3 clusters
  Score: Raw -10790411.559569 + Penalty 3713.458713 = -10786698.100856
  nChanged 1625
		SP:Iteration 24Q (83372.700000 sec): 3 clusters
  Score: Raw -10790972.263501 + Penalty 3713.458713 = -10787258.804789
  nChanged 1717
		SP:Iteration 25Q (83373.300000 sec): 3 clusters
  Score: Raw -10791609.478109 + Penalty 3713.458713 = -10787896.019396
  nChanged 1798
		SP:Iteration 26Q (83374.040000 sec): 3 clusters
  Score: Raw -10792342.256455 + Penalty 3713.458713 = -10788628.797742
  nChanged 1835
		SP:Iteration 27Q (83374.760000 sec): 3 clusters
  Score: Raw -10793125.490850 + Penalty 3713.458713 = -10789412.032137
  nChanged 1759
		SP:Iteration 28Q (83375.370000 sec): 3 clusters
  Score: Raw -10793905.695098 + Penalty 3713.458713 = -10790192.236385
  nChanged 1736
		SP:Iteration 29Q (83375.990000 sec): 3 clusters
  Score: Raw -10794770.459731 + Penalty 3713.458713 = -10791057.001019
  nChanged 1689
		SP:Iteration 30Q (83376.560000 sec): 3 clusters
  Score: Raw -10795681.880628 + Penalty 3713.458713 = -10791968.421915
  nChanged 1582
		SP:Iteration 31Q (83377.140000 sec): 3 clusters
  Score: Raw -10796549.239446 + Penalty 3713.458713 = -10792835.780733
  nChanged 1435
		SP:Iteration 32Q (83377.880000 sec): 3 clusters
  Score: Raw -10797345.875964 + Penalty 3713.458713 = -10793632.417251
  nChanged 1240
		SP:Iteration 33Q (83378.490000 sec): 3 clusters
  Score: Raw -10797978.094191 + Penalty 3713.458713 = -10794264.635478
  nChanged 1103
		SP:Iteration 34Q (83379.140000 sec): 3 clusters
  Score: Raw -10798514.134772 + Penalty 3713.458713 = -10794800.676059
  nChanged 923
		SP:Iteration 35Q (83379.920000 sec): 3 clusters
  Score: Raw -10798945.015079 + Penalty 3713.458713 = -10795231.556367
  nChanged 835
		SP:Iteration 36Q (83380.630000 sec): 3 clusters
  Score: Raw -10799306.534654 + Penalty 3713.458713 = -10795593.075941
  nChanged 679
		SP:Iteration 37Q (83381.130000 sec): 3 clusters
  Score: Raw -10799594.156392 + Penalty 3713.458713 = -10795880.697679
  nChanged 642
		SP:Iteration 38Q (83381.860000 sec): 3 clusters
  Score: Raw -10799864.019576 + Penalty 3713.458713 = -10796150.560863
  nChanged 610
		SP:Iteration 39Q (83382.500000 sec): 3 clusters
  Score: Raw -10800119.390828 + Penalty 3713.458713 = -10796405.932115
  nChanged 491
		SP:Iteration 40F (83383.150000 sec): 3 clusters
  Score: Raw -10800368.500177 + Penalty 3713.458713 = -10796655.041465
  nChanged 451
		SP:Iteration 41Q (83383.780000 sec): 3 clusters
  Score: Raw -10800593.815999 + Penalty 3713.458713 = -10796880.357286
  nChanged 485
		SP:Iteration 42Q (83384.370000 sec): 3 clusters
  Score: Raw -10800814.326594 + Penalty 3713.458713 = -10797100.867881
  nChanged 425
		SP:Iteration 43Q (83384.950000 sec): 3 clusters
  Score: Raw -10801004.636277 + Penalty 3713.458713 = -10797291.177564
  nChanged 395
		SP:Iteration 44Q (83385.580000 sec): 3 clusters
  Score: Raw -10801182.383793 + Penalty 3713.458713 = -10797468.925080
  nChanged 373
		SP:Iteration 45Q (83386.170000 sec): 3 clusters
  Score: Raw -10801338.614521 + Penalty 3713.458713 = -10797625.155808
  nChanged 337
		SP:Iteration 46Q (83386.820000 sec): 3 clusters
  Score: Raw -10801472.349564 + Penalty 3713.458713 = -10797758.890852
  nChanged 299
		SP:Iteration 47Q (83387.490000 sec): 3 clusters
  Score: Raw -10801582.022032 + Penalty 3713.458713 = -10797868.563319
  nChanged 260
		SP:Iteration 48Q (83388.080000 sec): 3 clusters
  Score: Raw -10801673.471840 + Penalty 3713.458713 = -10797960.013127
  nChanged 238
		SP:Iteration 49Q (83388.630000 sec): 3 clusters
  Score: Raw -10801745.914491 + Penalty 3713.458713 = -10798032.455778
  nChanged 196
		SP:Iteration 50Q (83389.170000 sec): 3 clusters
  Score: Raw -10801806.507591 + Penalty 3713.458713 = -10798093.048878
  nChanged 188
		SP:Iteration 51Q (83389.760000 sec): 3 clusters
  Score: Raw -10801864.012703 + Penalty 3713.458713 = -10798150.553990
  nChanged 173
		SP:Iteration 52Q (83390.410000 sec): 3 clusters
  Score: Raw -10801918.308427 + Penalty 3713.458713 = -10798204.849715
  nChanged 157
		SP:Iteration 53Q (83390.990000 sec): 3 clusters
  Score: Raw -10801971.456277 + Penalty 3713.458713 = -10798257.997564
  nChanged 149
		SP:Iteration 54Q (83391.530000 sec): 3 clusters
  Score: Raw -10802013.058574 + Penalty 3713.458713 = -10798299.599861
  nChanged 111
		SP:Iteration 55Q (83392.120000 sec): 3 clusters
  Score: Raw -10802041.497182 + Penalty 3713.458713 = -10798328.038470
  nChanged 109
		SP:Iteration 56Q (83392.770000 sec): 3 clusters
  Score: Raw -10802069.015987 + Penalty 3713.458713 = -10798355.557274
  nChanged 93
		SP:Iteration 57Q (83393.340000 sec): 3 clusters
  Score: Raw -10802092.653178 + Penalty 3713.458713 = -10798379.194466
  nChanged 77
		SP:Iteration 58Q (83393.900000 sec): 3 clusters
  Score: Raw -10802111.440640 + Penalty 3713.458713 = -10798397.981927
  nChanged 67
		SP:Iteration 59Q (83394.490000 sec): 3 clusters
  Score: Raw -10802126.871545 + Penalty 3713.458713 = -10798413.412832
  nChanged 70
		SP:Iteration 60F (83395.060000 sec): 3 clusters
  Score: Raw -10802142.604738 + Penalty 3713.458713 = -10798429.146025
  nChanged 68
		SP:Iteration 61Q (83395.660000 sec): 3 clusters
  Score: Raw -10802161.201617 + Penalty 3713.458713 = -10798447.742904
  nChanged 66
		SP:Iteration 62Q (83396.240000 sec): 3 clusters
  Score: Raw -10802176.396842 + Penalty 3713.458713 = -10798462.938129
  nChanged 49
		SP:Iteration 63Q (83396.840000 sec): 3 clusters
  Score: Raw -10802186.765603 + Penalty 3713.458713 = -10798473.306890
  nChanged 43
		SP:Iteration 64Q (83397.450000 sec): 3 clusters
  Score: Raw -10802195.916388 + Penalty 3713.458713 = -10798482.457675
  nChanged 49
		SP:Iteration 65Q (83398.010000 sec): 3 clusters
  Score: Raw -10802207.288771 + Penalty 3713.458713 = -10798493.830058
  nChanged 50
		SP:Iteration 66Q (83398.580000 sec): 3 clusters
  Score: Raw -10802219.119524 + Penalty 3713.458713 = -10798505.660811
  nChanged 37
		SP:Iteration 67Q (83399.150000 sec): 3 clusters
  Score: Raw -10802228.331371 + Penalty 3713.458713 = -10798514.872658
  nChanged 40
		SP:Iteration 68Q (83399.680000 sec): 3 clusters
  Score: Raw -10802237.485070 + Penalty 3713.458713 = -10798524.026358
  nChanged 39
		SP:Iteration 69Q (83400.180000 sec): 3 clusters
  Score: Raw -10802247.019344 + Penalty 3713.458713 = -10798533.560631
  nChanged 37
		SP:Iteration 70Q (83400.780000 sec): 3 clusters
  Score: Raw -10802255.927745 + Penalty 3713.458713 = -10798542.469032
  nChanged 42
		SP:Iteration 71Q (83401.380000 sec): 3 clusters
  Score: Raw -10802266.473186 + Penalty 3713.458713 = -10798553.014473
  nChanged 39
		SP:Iteration 72Q (83401.940000 sec): 3 clusters
  Score: Raw -10802276.559637 + Penalty 3713.458713 = -10798563.100925
  nChanged 44
		SP:Iteration 73Q (83402.460000 sec): 3 clusters
  Score: Raw -10802289.318869 + Penalty 3713.458713 = -10798575.860156
  nChanged 37
		SP:Iteration 74Q (83403.100000 sec): 3 clusters
  Score: Raw -10802298.872066 + Penalty 3713.458713 = -10798585.413353
  nChanged 33
		SP:Iteration 75Q (83403.590000 sec): 3 clusters
  Score: Raw -10802307.956300 + Penalty 3713.458713 = -10798594.497587
  nChanged 40
		SP:Iteration 76Q (83404.170000 sec): 3 clusters
  Score: Raw -10802320.707430 + Penalty 3713.458713 = -10798607.248718
  nChanged 47
		SP:Iteration 77Q (83404.720000 sec): 3 clusters
  Score: Raw -10802333.800443 + Penalty 3713.458713 = -10798620.341730
  nChanged 38
		SP:Iteration 78Q (83405.300000 sec): 3 clusters
  Score: Raw -10802343.890163 + Penalty 3713.458713 = -10798630.431450
  nChanged 34
		SP:Iteration 79Q (83405.890000 sec): 3 clusters
  Score: Raw -10802355.062669 + Penalty 3713.458713 = -10798641.603956
  nChanged 34
		SP:Iteration 80F (83406.480000 sec): 3 clusters
  Score: Raw -10802366.515702 + Penalty 3713.458713 = -10798653.056989
  nChanged 41
		SP:Iteration 81Q (83407.020000 sec): 3 clusters
  Score: Raw -10802381.865602 + Penalty 3713.458713 = -10798668.406890
  nChanged 32
		SP:Iteration 82Q (83407.620000 sec): 3 clusters
  Score: Raw -10802392.881213 + Penalty 3713.458713 = -10798679.422500
  nChanged 29
		SP:Iteration 83Q (83408.160000 sec): 3 clusters
  Score: Raw -10802403.661770 + Penalty 3713.458713 = -10798690.203057
  nChanged 29
		SP:Iteration 84Q (83408.670000 sec): 3 clusters
  Score: Raw -10802413.116819 + Penalty 3713.458713 = -10798699.658106
  nChanged 27
		SP:Iteration 85Q (83409.260000 sec): 3 clusters
  Score: Raw -10802423.470882 + Penalty 3713.458713 = -10798710.012170
  nChanged 27
		SP:Iteration 86Q (83409.820000 sec): 3 clusters
  Score: Raw -10802432.948546 + Penalty 3713.458713 = -10798719.489834
  nChanged 23
		SP:Iteration 87Q (83410.390000 sec): 3 clusters
  Score: Raw -10802440.686551 + Penalty 3713.458713 = -10798727.227838
  nChanged 20
		SP:Iteration 88Q (83410.900000 sec): 3 clusters
  Score: Raw -10802446.863619 + Penalty 3713.458713 = -10798733.404906
  nChanged 13
		SP:Iteration 89Q (83411.420000 sec): 3 clusters
  Score: Raw -10802451.280959 + Penalty 3713.458713 = -10798737.822247
  nChanged 16
		SP:Iteration 90Q (83411.910000 sec): 3 clusters
  Score: Raw -10802458.678339 + Penalty 3713.458713 = -10798745.219626
  nChanged 20
		SP:Iteration 91Q (83412.460000 sec): 3 clusters
  Score: Raw -10802464.889179 + Penalty 3713.458713 = -10798751.430466
  nChanged 8
		SP:Iteration 92Q (83413.040000 sec): 3 clusters
  Score: Raw -10802466.606503 + Penalty 3713.458713 = -10798753.147790
  nChanged 8
		SP:Iteration 93Q (83413.610000 sec): 3 clusters
  Score: Raw -10802468.913692 + Penalty 3713.458713 = -10798755.454979
  nChanged 6
		SP:Iteration 94Q (83414.130000 sec): 3 clusters
  Score: Raw -10802471.318656 + Penalty 3713.458713 = -10798757.859944
  nChanged 8
		SP:Iteration 95Q (83414.720000 sec): 3 clusters
  Score: Raw -10802474.143889 + Penalty 3713.458713 = -10798760.685176
  nChanged 10
		SP:Iteration 96Q (83415.310000 sec): 3 clusters
  Score: Raw -10802477.453984 + Penalty 3713.458713 = -10798763.995272
  nChanged 12
		SP:Iteration 97Q (83415.800000 sec): 3 clusters
  Score: Raw -10802481.799807 + Penalty 3713.458713 = -10798768.341094
  nChanged 13
		SP:Iteration 98Q (83416.320000 sec): 3 clusters
  Score: Raw -10802488.547382 + Penalty 3713.458713 = -10798775.088669
  nChanged 16
		SP:Iteration 99Q (83416.880000 sec): 3 clusters
  Score: Raw -10802494.155283 + Penalty 3713.458713 = -10798780.696570
  nChanged 10
		SP:Iteration 100F (83417.430000 sec): 3 clusters
  Score: Raw -10802497.055435 + Penalty 3713.458713 = -10798783.596722
  nChanged 10
		SP:Iteration 101Q (83417.900000 sec): 3 clusters
  Score: Raw -10802500.115864 + Penalty 3713.458713 = -10798786.657151
  nChanged 5
		SP:Iteration 102Q (83418.330000 sec): 3 clusters
  Score: Raw -10802501.505730 + Penalty 3713.458713 = -10798788.047017
  nChanged 4
		SP:Iteration 103Q (83418.810000 sec): 3 clusters
  Score: Raw -10802502.521321 + Penalty 3713.458713 = -10798789.062609
  nChanged 5
		SP:Iteration 104Q (83419.350000 sec): 3 clusters
  Score: Raw -10802503.943827 + Penalty 3713.458713 = -10798790.485114
  nChanged 6
		SP:Iteration 105Q (83419.920000 sec): 3 clusters
  Score: Raw -10802505.799828 + Penalty 3713.458713 = -10798792.341115
  nChanged 6
		SP:Iteration 106Q (83420.410000 sec): 3 clusters
  Score: Raw -10802508.232046 + Penalty 3713.458713 = -10798794.773333
  nChanged 7
		SP:Iteration 107Q (83420.940000 sec): 3 clusters
  Score: Raw -10802510.935953 + Penalty 3713.458713 = -10798797.477240
  nChanged 5
		SP:Iteration 108Q (83421.480000 sec): 3 clusters
  Score: Raw -10802512.268420 + Penalty 3713.458713 = -10798798.809708
  nChanged 3
		SP:Iteration 109Q (83422.080000 sec): 3 clusters
  Score: Raw -10802513.090173 + Penalty 3713.458713 = -10798799.631460
  nChanged 2
		SP:Iteration 110Q (83422.730000 sec): 3 clusters
  Score: Raw -10802513.351305 + Penalty 3713.458713 = -10798799.892592
  nChanged 0
		SP:Iteration 111F (83423.360000 sec): 3 clusters
  Score: Raw -10802513.351305 + Penalty 3713.458713 = -10798799.892592
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83423.500000 sec): 2 clusters
  Score: Raw -125579.440958 + Penalty 1180.291063 = -124399.149895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83423.720000 sec): 3 clusters
  Score: Raw -125101.332080 + Penalty 2360.582126 = -122740.749954
  nChanged 481
		SP:Iteration 1F (83423.930000 sec): 3 clusters
  Score: Raw -125526.683378 + Penalty 2360.582126 = -123166.101253
  nChanged 119
		SP:Iteration 2F (83424.110000 sec): 3 clusters
  Score: Raw -125674.546156 + Penalty 2360.582126 = -123313.964030
  nChanged 88
		SP:Iteration 3F (83424.350000 sec): 3 clusters
  Score: Raw -125801.445313 + Penalty 2360.582126 = -123440.863187
  nChanged 64
		SP:Iteration 4Q (83424.500000 sec): 3 clusters
  Score: Raw -125899.422339 + Penalty 2360.582126 = -123538.840214
  nChanged 47
		SP:Iteration 5Q (83424.720000 sec): 3 clusters
  Score: Raw -125957.939378 + Penalty 2360.582126 = -123597.357252
  nChanged 43
		SP:Iteration 6Q (83424.930000 sec): 3 clusters
  Score: Raw -126007.345971 + Penalty 2360.582126 = -123646.763846
  nChanged 35
		SP:Iteration 7Q (83425.140000 sec): 3 clusters
  Score: Raw -126045.560272 + Penalty 2360.582126 = -123684.978146
  nChanged 27
		SP:Iteration 8Q (83425.320000 sec): 3 clusters
  Score: Raw -126071.823956 + Penalty 2360.582126 = -123711.241831
  nChanged 19
		SP:Iteration 9Q (83425.520000 sec): 3 clusters
  Score: Raw -126086.206372 + Penalty 2360.582126 = -123725.624246
  nChanged 7
		SP:Iteration 10Q (83425.720000 sec): 3 clusters
  Score: Raw -126095.424023 + Penalty 2360.582126 = -123734.841897
  nChanged 6
		SP:Iteration 11Q (83425.910000 sec): 3 clusters
  Score: Raw -126099.994268 + Penalty 2360.582126 = -123739.412142
  nChanged 3
		SP:Iteration 12Q (83426.110000 sec): 3 clusters
  Score: Raw -126101.638095 + Penalty 2360.582126 = -123741.055970
  nChanged 2
		SP:Iteration 13Q (83426.290000 sec): 3 clusters
  Score: Raw -126102.481274 + Penalty 2360.582126 = -123741.899149
  nChanged 0
		SP:Iteration 14F (83426.500000 sec): 3 clusters
  Score: Raw -126102.481274 + Penalty 2360.582126 = -123741.899149
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83426.650000 sec): 2 clusters
  Score: Raw -967128.246509 + Penalty 1475.851980 = -965652.394529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83426.910000 sec): 3 clusters
  Score: Raw -962242.567737 + Penalty 2951.703961 = -959290.863776
  nChanged 3722
		SP:Iteration 1F (83427.100000 sec): 3 clusters
  Score: Raw -964339.983038 + Penalty 2951.703961 = -961388.279077
  nChanged 631
		SP:Iteration 2F (83427.360000 sec): 3 clusters
  Score: Raw -964717.484795 + Penalty 2951.703961 = -961765.780834
  nChanged 567
		SP:Iteration 3F (83427.570000 sec): 3 clusters
  Score: Raw -965080.402375 + Penalty 2951.703961 = -962128.698415
  nChanged 571
		SP:Iteration 4F (83427.800000 sec): 3 clusters
  Score: Raw -965451.495747 + Penalty 2951.703961 = -962499.791786
  nChanged 548
		SP:Iteration 5F (83427.980000 sec): 3 clusters
  Score: Raw -965816.612190 + Penalty 2951.703961 = -962864.908229
  nChanged 469
		SP:Iteration 6F (83428.230000 sec): 3 clusters
  Score: Raw -966130.920133 + Penalty 2951.703961 = -963179.216173
  nChanged 403
		SP:Iteration 7Q (83428.440000 sec): 3 clusters
  Score: Raw -966389.874471 + Penalty 2951.703961 = -963438.170510
  nChanged 320
		SP:Iteration 8Q (83428.700000 sec): 3 clusters
  Score: Raw -966584.454747 + Penalty 2951.703961 = -963632.750787
  nChanged 227
		SP:Iteration 9Q (83428.930000 sec): 3 clusters
  Score: Raw -966715.088932 + Penalty 2951.703961 = -963763.384971
  nChanged 194
		SP:Iteration 10Q (83429.190000 sec): 3 clusters
  Score: Raw -966828.163728 + Penalty 2951.703961 = -963876.459767
  nChanged 156
		SP:Iteration 11Q (83429.340000 sec): 3 clusters
  Score: Raw -966931.049249 + Penalty 2951.703961 = -963979.345289
  nChanged 143
		SP:Iteration 12Q (83429.590000 sec): 3 clusters
  Score: Raw -967005.102503 + Penalty 2951.703961 = -964053.398542
  nChanged 105
		SP:Iteration 13Q (83429.830000 sec): 3 clusters
  Score: Raw -967058.248046 + Penalty 2951.703961 = -964106.544085
  nChanged 74
		SP:Iteration 14Q (83430.020000 sec): 3 clusters
  Score: Raw -967090.541835 + Penalty 2951.703961 = -964138.837874
  nChanged 49
		SP:Iteration 15Q (83430.220000 sec): 3 clusters
  Score: Raw -967107.452745 + Penalty 2951.703961 = -964155.748784
  nChanged 37
		SP:Iteration 16Q (83430.500000 sec): 3 clusters
  Score: Raw -967122.031599 + Penalty 2951.703961 = -964170.327638
  nChanged 42
		SP:Iteration 17Q (83430.680000 sec): 3 clusters
  Score: Raw -967139.168328 + Penalty 2951.703961 = -964187.464367
  nChanged 42
		SP:Iteration 18Q (83430.960000 sec): 3 clusters
  Score: Raw -967155.070715 + Penalty 2951.703961 = -964203.366754
  nChanged 44
		SP:Iteration 19Q (83431.200000 sec): 3 clusters
  Score: Raw -967176.293356 + Penalty 2951.703961 = -964224.589396
  nChanged 38
		SP:Iteration 20F (83431.430000 sec): 3 clusters
  Score: Raw -967193.302797 + Penalty 2951.703961 = -964241.598836
  nChanged 40
		SP:Iteration 21Q (83431.660000 sec): 3 clusters
  Score: Raw -967213.043585 + Penalty 2951.703961 = -964261.339625
  nChanged 37
		SP:Iteration 22Q (83431.860000 sec): 3 clusters
  Score: Raw -967234.128187 + Penalty 2951.703961 = -964282.424226
  nChanged 33
		SP:Iteration 23Q (83432.120000 sec): 3 clusters
  Score: Raw -967249.994399 + Penalty 2951.703961 = -964298.290439
  nChanged 27
		SP:Iteration 24Q (83432.380000 sec): 3 clusters
  Score: Raw -967264.124468 + Penalty 2951.703961 = -964312.420507
  nChanged 23
		SP:Iteration 25Q (83432.590000 sec): 3 clusters
  Score: Raw -967274.522652 + Penalty 2951.703961 = -964322.818691
  nChanged 14
		SP:Iteration 26Q (83432.820000 sec): 3 clusters
  Score: Raw -967279.793503 + Penalty 2951.703961 = -964328.089542
  nChanged 18
		SP:Iteration 27Q (83433.110000 sec): 3 clusters
  Score: Raw -967292.792775 + Penalty 2951.703961 = -964341.088814
  nChanged 24
		SP:Iteration 28Q (83433.300000 sec): 3 clusters
  Score: Raw -967307.034311 + Penalty 2951.703961 = -964355.330350
  nChanged 19
		SP:Iteration 29Q (83433.630000 sec): 3 clusters
  Score: Raw -967316.363695 + Penalty 2951.703961 = -964364.659735
  nChanged 18
		SP:Iteration 30Q (83433.840000 sec): 3 clusters
  Score: Raw -967324.299980 + Penalty 2951.703961 = -964372.596019
  nChanged 12
		SP:Iteration 31Q (83434.040000 sec): 3 clusters
  Score: Raw -967330.429252 + Penalty 2951.703961 = -964378.725292
  nChanged 10
		SP:Iteration 32Q (83434.200000 sec): 3 clusters
  Score: Raw -967335.763770 + Penalty 2951.703961 = -964384.059809
  nChanged 11
		SP:Iteration 33Q (83434.410000 sec): 3 clusters
  Score: Raw -967339.785154 + Penalty 2951.703961 = -964388.081193
  nChanged 9
		SP:Iteration 34Q (83434.630000 sec): 3 clusters
  Score: Raw -967343.165458 + Penalty 2951.703961 = -964391.461497
  nChanged 7
		SP:Iteration 35Q (83434.820000 sec): 3 clusters
  Score: Raw -967346.193981 + Penalty 2951.703961 = -964394.490020
  nChanged 6
		SP:Iteration 36Q (83435.080000 sec): 3 clusters
  Score: Raw -967348.487427 + Penalty 2951.703961 = -964396.783466
  nChanged 6
		SP:Iteration 37Q (83435.250000 sec): 3 clusters
  Score: Raw -967350.652359 + Penalty 2951.703961 = -964398.948398
  nChanged 7
		SP:Iteration 38Q (83435.500000 sec): 3 clusters
  Score: Raw -967353.096657 + Penalty 2951.703961 = -964401.392696
  nChanged 9
		SP:Iteration 39Q (83435.730000 sec): 3 clusters
  Score: Raw -967356.830151 + Penalty 2951.703961 = -964405.126191
  nChanged 9
		SP:Iteration 40F (83435.950000 sec): 3 clusters
  Score: Raw -967362.692064 + Penalty 2951.703961 = -964410.988103
  nChanged 8
		SP:Iteration 41Q (83436.200000 sec): 3 clusters
  Score: Raw -967366.765166 + Penalty 2951.703961 = -964415.061205
  nChanged 6
		SP:Iteration 42Q (83436.420000 sec): 3 clusters
  Score: Raw -967368.540365 + Penalty 2951.703961 = -964416.836405
  nChanged 5
		SP:Iteration 43Q (83436.640000 sec): 3 clusters
  Score: Raw -967370.866488 + Penalty 2951.703961 = -964419.162527
  nChanged 3
		SP:Iteration 44Q (83436.830000 sec): 3 clusters
  Score: Raw -967373.586798 + Penalty 2951.703961 = -964421.882837
  nChanged 5
		SP:Iteration 45Q (83437.030000 sec): 3 clusters
  Score: Raw -967376.326383 + Penalty 2951.703961 = -964424.622422
  nChanged 3
		SP:Iteration 46Q (83437.230000 sec): 3 clusters
  Score: Raw -967377.607481 + Penalty 2951.703961 = -964425.903520
  nChanged 2
		SP:Iteration 47Q (83437.440000 sec): 3 clusters
  Score: Raw -967378.985969 + Penalty 2951.703961 = -964427.282008
  nChanged 5
		SP:Iteration 48Q (83437.630000 sec): 3 clusters
  Score: Raw -967380.420412 + Penalty 2951.703961 = -964428.716451
  nChanged 2
		SP:Iteration 49Q (83437.820000 sec): 3 clusters
  Score: Raw -967381.117179 + Penalty 2951.703961 = -964429.413219
  nChanged 1
		SP:Iteration 50Q (83438.040000 sec): 3 clusters
  Score: Raw -967381.599729 + Penalty 2951.703961 = -964429.895768
  nChanged 2
		SP:Iteration 51Q (83438.270000 sec): 3 clusters
  Score: Raw -967382.372317 + Penalty 2951.703961 = -964430.668356
  nChanged 4
		SP:Iteration 52Q (83438.440000 sec): 3 clusters
  Score: Raw -967383.584209 + Penalty 2951.703961 = -964431.880248
  nChanged 2
		SP:Iteration 53Q (83438.640000 sec): 3 clusters
  Score: Raw -967384.404157 + Penalty 2951.703961 = -964432.700196
  nChanged 4
		SP:Iteration 54Q (83438.840000 sec): 3 clusters
  Score: Raw -967385.914620 + Penalty 2951.703961 = -964434.210659
  nChanged 3
		SP:Iteration 55Q (83439.120000 sec): 3 clusters
  Score: Raw -967386.937188 + Penalty 2951.703961 = -964435.233227
  nChanged 4
		SP:Iteration 56Q (83439.310000 sec): 3 clusters
  Score: Raw -967389.123624 + Penalty 2951.703961 = -964437.419663
  nChanged 5
		SP:Iteration 57Q (83439.510000 sec): 3 clusters
  Score: Raw -967390.912428 + Penalty 2951.703961 = -964439.208467
  nChanged 2
		SP:Iteration 58Q (83439.720000 sec): 3 clusters
  Score: Raw -967391.733466 + Penalty 2951.703961 = -964440.029505
  nChanged 1
		SP:Iteration 59Q (83439.930000 sec): 3 clusters
  Score: Raw -967392.340766 + Penalty 2951.703961 = -964440.636805
  nChanged 1
		SP:Iteration 60F (83440.100000 sec): 3 clusters
  Score: Raw -967392.751363 + Penalty 2951.703961 = -964441.047402
  nChanged 1
		SP:Iteration 61Q (83440.300000 sec): 3 clusters
  Score: Raw -967393.132143 + Penalty 2951.703961 = -964441.428182
  nChanged 1
		SP:Iteration 62Q (83440.470000 sec): 3 clusters
  Score: Raw -967393.666808 + Penalty 2951.703961 = -964441.962847
  nChanged 1
		SP:Iteration 63Q (83440.680000 sec): 3 clusters
  Score: Raw -967393.839194 + Penalty 2951.703961 = -964442.135233
  nChanged 2
		SP:Iteration 64Q (83440.880000 sec): 3 clusters
  Score: Raw -967394.165773 + Penalty 2951.703961 = -964442.461812
  nChanged 2
		SP:Iteration 65Q (83441.120000 sec): 3 clusters
  Score: Raw -967394.879851 + Penalty 2951.703961 = -964443.175890
  nChanged 1
		SP:Iteration 66Q (83441.320000 sec): 3 clusters
  Score: Raw -967395.185715 + Penalty 2951.703961 = -964443.481754
  nChanged 1
		SP:Iteration 67Q (83441.550000 sec): 3 clusters
  Score: Raw -967395.450669 + Penalty 2951.703961 = -964443.746708
  nChanged 1
		SP:Iteration 68Q (83441.750000 sec): 3 clusters
  Score: Raw -967395.711206 + Penalty 2951.703961 = -964444.007245
  nChanged 0
		SP:Iteration 69F (83441.960000 sec): 3 clusters
  Score: Raw -967395.711206 + Penalty 2951.703961 = -964444.007245
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83442.080000 sec): 2 clusters
  Score: Raw -816626.374447 + Penalty 1450.666976 = -815175.707471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83442.340000 sec): 3 clusters
  Score: Raw -812479.269666 + Penalty 2901.333951 = -809577.935715
  nChanged 3120
		SP:Iteration 1F (83442.510000 sec): 3 clusters
  Score: Raw -814195.141097 + Penalty 2901.333951 = -811293.807146
  nChanged 498
		SP:Iteration 2F (83442.710000 sec): 3 clusters
  Score: Raw -814416.366384 + Penalty 2901.333951 = -811515.032433
  nChanged 368
		SP:Iteration 3Q (83442.870000 sec): 3 clusters
  Score: Raw -814553.033540 + Penalty 2901.333951 = -811651.699589
  nChanged 258
		SP:Iteration 4Q (83443.080000 sec): 3 clusters
  Score: Raw -814646.870262 + Penalty 2901.333951 = -811745.536311
  nChanged 238
		SP:Iteration 5Q (83443.260000 sec): 3 clusters
  Score: Raw -814735.031048 + Penalty 2901.333951 = -811833.697097
  nChanged 205
		SP:Iteration 6Q (83443.470000 sec): 3 clusters
  Score: Raw -814808.831711 + Penalty 2901.333951 = -811907.497760
  nChanged 189
		SP:Iteration 7Q (83443.690000 sec): 3 clusters
  Score: Raw -814867.652547 + Penalty 2901.333951 = -811966.318596
  nChanged 193
		SP:Iteration 8Q (83443.910000 sec): 3 clusters
  Score: Raw -814930.289915 + Penalty 2901.333951 = -812028.955964
  nChanged 161
		SP:Iteration 9Q (83444.170000 sec): 3 clusters
  Score: Raw -814989.119905 + Penalty 2901.333951 = -812087.785954
  nChanged 174
		SP:Iteration 10Q (83444.300000 sec): 3 clusters
  Score: Raw -815056.914491 + Penalty 2901.333951 = -812155.580540
  nChanged 174
		SP:Iteration 11Q (83444.500000 sec): 3 clusters
  Score: Raw -815129.401949 + Penalty 2901.333951 = -812228.067998
  nChanged 199
		SP:Iteration 12Q (83444.720000 sec): 3 clusters
  Score: Raw -815219.688295 + Penalty 2901.333951 = -812318.354343
  nChanged 206
		SP:Iteration 13Q (83444.890000 sec): 3 clusters
  Score: Raw -815326.199647 + Penalty 2901.333951 = -812424.865696
  nChanged 222
		SP:Iteration 14Q (83445.020000 sec): 3 clusters
  Score: Raw -815444.217409 + Penalty 2901.333951 = -812542.883458
  nChanged 265
		SP:Iteration 15Q (83445.230000 sec): 3 clusters
  Score: Raw -815602.346985 + Penalty 2901.333951 = -812701.013034
  nChanged 261
		SP:Iteration 16Q (83445.430000 sec): 3 clusters
  Score: Raw -815800.346746 + Penalty 2901.333951 = -812899.012795
  nChanged 287
		SP:Iteration 17Q (83445.650000 sec): 3 clusters
  Score: Raw -816042.168230 + Penalty 2901.333951 = -813140.834278
  nChanged 232
		SP:Iteration 18Q (83445.880000 sec): 3 clusters
  Score: Raw -816227.665159 + Penalty 2901.333951 = -813326.331208
  nChanged 184
		SP:Iteration 19Q (83446.080000 sec): 3 clusters
  Score: Raw -816370.366759 + Penalty 2901.333951 = -813469.032808
  nChanged 162
		SP:Iteration 20F (83446.260000 sec): 3 clusters
  Score: Raw -816487.471567 + Penalty 2901.333951 = -813586.137616
  nChanged 134
		SP:Iteration 21Q (83446.500000 sec): 3 clusters
  Score: Raw -816572.373242 + Penalty 2901.333951 = -813671.039291
  nChanged 101
		SP:Iteration 22Q (83446.640000 sec): 3 clusters
  Score: Raw -816631.401401 + Penalty 2901.333951 = -813730.067450
  nChanged 90
		SP:Iteration 23Q (83446.860000 sec): 3 clusters
  Score: Raw -816683.318093 + Penalty 2901.333951 = -813781.984142
  nChanged 82
		SP:Iteration 24Q (83447.060000 sec): 3 clusters
  Score: Raw -816736.235436 + Penalty 2901.333951 = -813834.901485
  nChanged 59
		SP:Iteration 25Q (83447.230000 sec): 3 clusters
  Score: Raw -816772.795156 + Penalty 2901.333951 = -813871.461205
  nChanged 45
		SP:Iteration 26Q (83447.380000 sec): 3 clusters
  Score: Raw -816801.320609 + Penalty 2901.333951 = -813899.986658
  nChanged 32
		SP:Iteration 27Q (83447.580000 sec): 3 clusters
  Score: Raw -816814.680531 + Penalty 2901.333951 = -813913.346580
  nChanged 17
		SP:Iteration 28Q (83447.800000 sec): 3 clusters
  Score: Raw -816824.244773 + Penalty 2901.333951 = -813922.910822
  nChanged 29
		SP:Iteration 29Q (83448.030000 sec): 3 clusters
  Score: Raw -816841.503926 + Penalty 2901.333951 = -813940.169975
  nChanged 25
		SP:Iteration 30Q (83448.190000 sec): 3 clusters
  Score: Raw -816856.502185 + Penalty 2901.333951 = -813955.168234
  nChanged 23
		SP:Iteration 31Q (83448.390000 sec): 3 clusters
  Score: Raw -816871.161990 + Penalty 2901.333951 = -813969.828039
  nChanged 14
		SP:Iteration 32Q (83448.660000 sec): 3 clusters
  Score: Raw -816878.954976 + Penalty 2901.333951 = -813977.621024
  nChanged 14
		SP:Iteration 33Q (83448.810000 sec): 3 clusters
  Score: Raw -816887.829261 + Penalty 2901.333951 = -813986.495309
  nChanged 7
		SP:Iteration 34Q (83449.020000 sec): 3 clusters
  Score: Raw -816891.412243 + Penalty 2901.333951 = -813990.078292
  nChanged 8
		SP:Iteration 35Q (83449.200000 sec): 3 clusters
  Score: Raw -816895.598966 + Penalty 2901.333951 = -813994.265015
  nChanged 7
		SP:Iteration 36Q (83449.470000 sec): 3 clusters
  Score: Raw -816900.528491 + Penalty 2901.333951 = -813999.194540
  nChanged 10
		SP:Iteration 37Q (83449.720000 sec): 3 clusters
  Score: Raw -816907.781754 + Penalty 2901.333951 = -814006.447803
  nChanged 5
		SP:Iteration 38Q (83449.940000 sec): 3 clusters
  Score: Raw -816909.967900 + Penalty 2901.333951 = -814008.633949
  nChanged 6
		SP:Iteration 39Q (83450.170000 sec): 3 clusters
  Score: Raw -816911.975835 + Penalty 2901.333951 = -814010.641884
  nChanged 1
		SP:Iteration 40F (83450.420000 sec): 3 clusters
  Score: Raw -816913.189954 + Penalty 2901.333951 = -814011.856002
  nChanged 3
		SP:Iteration 41Q (83450.620000 sec): 3 clusters
  Score: Raw -816915.381679 + Penalty 2901.333951 = -814014.047728
  nChanged 4
		SP:Iteration 42Q (83450.800000 sec): 3 clusters
  Score: Raw -816917.766276 + Penalty 2901.333951 = -814016.432325
  nChanged 8
		SP:Iteration 43Q (83451.010000 sec): 3 clusters
  Score: Raw -816922.569805 + Penalty 2901.333951 = -814021.235854
  nChanged 8
		SP:Iteration 44Q (83451.220000 sec): 3 clusters
  Score: Raw -816927.143517 + Penalty 2901.333951 = -814025.809566
  nChanged 9
		SP:Iteration 45Q (83451.390000 sec): 3 clusters
  Score: Raw -816930.846000 + Penalty 2901.333951 = -814029.512049
  nChanged 6
		SP:Iteration 46Q (83451.650000 sec): 3 clusters
  Score: Raw -816934.342312 + Penalty 2901.333951 = -814033.008361
  nChanged 7
		SP:Iteration 47Q (83451.850000 sec): 3 clusters
  Score: Raw -816937.774255 + Penalty 2901.333951 = -814036.440304
  nChanged 7
		SP:Iteration 48Q (83452.040000 sec): 3 clusters
  Score: Raw -816940.659006 + Penalty 2901.333951 = -814039.325055
  nChanged 5
		SP:Iteration 49Q (83452.270000 sec): 3 clusters
  Score: Raw -816944.037314 + Penalty 2901.333951 = -814042.703363
  nChanged 7
		SP:Iteration 50Q (83452.520000 sec): 3 clusters
  Score: Raw -816947.741397 + Penalty 2901.333951 = -814046.407446
  nChanged 3
		SP:Iteration 51Q (83452.760000 sec): 3 clusters
  Score: Raw -816949.565016 + Penalty 2901.333951 = -814048.231065
  nChanged 4
		SP:Iteration 52Q (83452.930000 sec): 3 clusters
  Score: Raw -816951.190423 + Penalty 2901.333951 = -814049.856472
  nChanged 4
		SP:Iteration 53Q (83453.180000 sec): 3 clusters
  Score: Raw -816952.789786 + Penalty 2901.333951 = -814051.455835
  nChanged 3
		SP:Iteration 54Q (83453.410000 sec): 3 clusters
  Score: Raw -816954.295960 + Penalty 2901.333951 = -814052.962009
  nChanged 2
		SP:Iteration 55Q (83453.660000 sec): 3 clusters
  Score: Raw -816955.005400 + Penalty 2901.333951 = -814053.671449
  nChanged 1
		SP:Iteration 56Q (83453.870000 sec): 3 clusters
  Score: Raw -816955.301542 + Penalty 2901.333951 = -814053.967591
  nChanged 0
		SP:Iteration 57F (83454.070000 sec): 3 clusters
  Score: Raw -816955.301542 + Penalty 2901.333951 = -814053.967591
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (176023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83454.960000 sec): 2 clusters
  Score: Raw -18454466.128797 + Penalty 1962.735116 = -18452503.393680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83455.970000 sec): 3 clusters
  Score: Raw -18338296.667941 + Penalty 3925.470233 = -18334371.197709
  nChanged 85112
		SP:Iteration 1F (83456.970000 sec): 3 clusters
  Score: Raw -18389711.510511 + Penalty 3925.470233 = -18385786.040278
  nChanged 6758
		SP:Iteration 2Q (83458.050000 sec): 3 clusters
  Score: Raw -18391823.981439 + Penalty 3925.470233 = -18387898.511206
  nChanged 7389
		SP:Iteration 3Q (83459.080000 sec): 3 clusters
  Score: Raw -18394427.924137 + Penalty 3925.470233 = -18390502.453904
  nChanged 8057
		SP:Iteration 4Q (83460.110000 sec): 3 clusters
  Score: Raw -18397715.715375 + Penalty 3925.470233 = -18393790.245142
  nChanged 9004
		SP:Iteration 5F (83461.090000 sec): 3 clusters
  Score: Raw -18402106.970312 + Penalty 3925.470233 = -18398181.500079
  nChanged 10162
		SP:Iteration 6F (83462.190000 sec): 3 clusters
  Score: Raw -18408092.008185 + Penalty 3925.470233 = -18404166.537952
  nChanged 11165
		SP:Iteration 7F (83463.210000 sec): 3 clusters
  Score: Raw -18415858.782631 + Penalty 3925.470233 = -18411933.312398
  nChanged 11204
		SP:Iteration 8F (83464.260000 sec): 3 clusters
  Score: Raw -18424694.459555 + Penalty 3925.470233 = -18420768.989322
  nChanged 9726
		SP:Iteration 9F (83465.280000 sec): 3 clusters
  Score: Raw -18432493.560802 + Penalty 3925.470233 = -18428568.090569
  nChanged 7787
		SP:Iteration 10Q (83466.140000 sec): 3 clusters
  Score: Raw -18438306.779137 + Penalty 3925.470233 = -18434381.308905
  nChanged 5944
		SP:Iteration 11Q (83466.940000 sec): 3 clusters
  Score: Raw -18442467.977827 + Penalty 3925.470233 = -18438542.507594
  nChanged 4695
		SP:Iteration 12Q (83467.870000 sec): 3 clusters
  Score: Raw -18445539.425023 + Penalty 3925.470233 = -18441613.954790
  nChanged 3847
		SP:Iteration 13Q (83468.790000 sec): 3 clusters
  Score: Raw -18448010.978052 + Penalty 3925.470233 = -18444085.507819
  nChanged 3219
		SP:Iteration 14Q (83469.720000 sec): 3 clusters
  Score: Raw -18450084.214337 + Penalty 3925.470233 = -18446158.744104
  nChanged 2502
		SP:Iteration 15Q (83470.590000 sec): 3 clusters
  Score: Raw -18451682.292500 + Penalty 3925.470233 = -18447756.822268
  nChanged 1915
		SP:Iteration 16Q (83471.590000 sec): 3 clusters
  Score: Raw -18452928.092527 + Penalty 3925.470233 = -18449002.622295
  nChanged 1472
		SP:Iteration 17Q (83472.480000 sec): 3 clusters
  Score: Raw -18453844.866499 + Penalty 3925.470233 = -18449919.396266
  nChanged 1003
		SP:Iteration 18Q (83473.350000 sec): 3 clusters
  Score: Raw -18454407.062025 + Penalty 3925.470233 = -18450481.591792
  nChanged 696
		SP:Iteration 19Q (83474.160000 sec): 3 clusters
  Score: Raw -18454753.341850 + Penalty 3925.470233 = -18450827.871617
  nChanged 503
		SP:Iteration 20F (83475.130000 sec): 3 clusters
  Score: Raw -18454987.414683 + Penalty 3925.470233 = -18451061.944450
  nChanged 395
		SP:Iteration 21Q (83475.960000 sec): 3 clusters
  Score: Raw -18455164.018958 + Penalty 3925.470233 = -18451238.548725
  nChanged 264
		SP:Iteration 22Q (83476.830000 sec): 3 clusters
  Score: Raw -18455273.203074 + Penalty 3925.470233 = -18451347.732842
  nChanged 223
		SP:Iteration 23Q (83477.760000 sec): 3 clusters
  Score: Raw -18455364.458862 + Penalty 3925.470233 = -18451438.988629
  nChanged 188
		SP:Iteration 24Q (83478.670000 sec): 3 clusters
  Score: Raw -18455436.317039 + Penalty 3925.470233 = -18451510.846806
  nChanged 162
		SP:Iteration 25Q (83479.600000 sec): 3 clusters
  Score: Raw -18455481.055423 + Penalty 3925.470233 = -18451555.585190
  nChanged 110
		SP:Iteration 26Q (83480.500000 sec): 3 clusters
  Score: Raw -18455505.179226 + Penalty 3925.470233 = -18451579.708993
  nChanged 67
		SP:Iteration 27Q (83481.420000 sec): 3 clusters
  Score: Raw -18455517.966635 + Penalty 3925.470233 = -18451592.496402
  nChanged 48
		SP:Iteration 28Q (83482.300000 sec): 3 clusters
  Score: Raw -18455527.266755 + Penalty 3925.470233 = -18451601.796522
  nChanged 58
		SP:Iteration 29Q (83483.180000 sec): 3 clusters
  Score: Raw -18455537.649937 + Penalty 3925.470233 = -18451612.179705
  nChanged 41
		SP:Iteration 30Q (83484.080000 sec): 3 clusters
  Score: Raw -18455544.368337 + Penalty 3925.470233 = -18451618.898104
  nChanged 39
		SP:Iteration 31Q (83484.910000 sec): 3 clusters
  Score: Raw -18455550.272872 + Penalty 3925.470233 = -18451624.802639
  nChanged 31
		SP:Iteration 32Q (83485.740000 sec): 3 clusters
  Score: Raw -18455555.058667 + Penalty 3925.470233 = -18451629.588434
  nChanged 31
		SP:Iteration 33Q (83486.550000 sec): 3 clusters
  Score: Raw -18455559.882035 + Penalty 3925.470233 = -18451634.411803
  nChanged 29
		SP:Iteration 34Q (83487.320000 sec): 3 clusters
  Score: Raw -18455564.350038 + Penalty 3925.470233 = -18451638.879805
  nChanged 26
		SP:Iteration 35Q (83488.050000 sec): 3 clusters
  Score: Raw -18455568.513374 + Penalty 3925.470233 = -18451643.043141
  nChanged 25
		SP:Iteration 36Q (83488.860000 sec): 3 clusters
  Score: Raw -18455572.152488 + Penalty 3925.470233 = -18451646.682255
  nChanged 17
		SP:Iteration 37Q (83489.670000 sec): 3 clusters
  Score: Raw -18455574.319118 + Penalty 3925.470233 = -18451648.848886
  nChanged 17
		SP:Iteration 38Q (83490.580000 sec): 3 clusters
  Score: Raw -18455576.910448 + Penalty 3925.470233 = -18451651.440216
  nChanged 16
		SP:Iteration 39Q (83491.470000 sec): 3 clusters
  Score: Raw -18455578.946196 + Penalty 3925.470233 = -18451653.475963
  nChanged 13
		SP:Iteration 40F (83492.500000 sec): 3 clusters
  Score: Raw -18455580.022976 + Penalty 3925.470233 = -18451654.552743
  nChanged 7
		SP:Iteration 41Q (83493.390000 sec): 3 clusters
  Score: Raw -18455581.290609 + Penalty 3925.470233 = -18451655.820376
  nChanged 10
		SP:Iteration 42Q (83494.300000 sec): 3 clusters
  Score: Raw -18455582.430621 + Penalty 3925.470233 = -18451656.960388
  nChanged 11
		SP:Iteration 43Q (83495.190000 sec): 3 clusters
  Score: Raw -18455583.672087 + Penalty 3925.470233 = -18451658.201854
  nChanged 10
		SP:Iteration 44Q (83496.000000 sec): 3 clusters
  Score: Raw -18455584.836457 + Penalty 3925.470233 = -18451659.366224
  nChanged 8
		SP:Iteration 45Q (83496.890000 sec): 3 clusters
  Score: Raw -18455586.142909 + Penalty 3925.470233 = -18451660.672676
  nChanged 2
		SP:Iteration 46Q (83497.700000 sec): 3 clusters
  Score: Raw -18455586.444852 + Penalty 3925.470233 = -18451660.974620
  nChanged 1
		SP:Iteration 47Q (83498.560000 sec): 3 clusters
  Score: Raw -18455586.484599 + Penalty 3925.470233 = -18451661.014367
  nChanged 2
		SP:Iteration 48Q (83499.410000 sec): 3 clusters
  Score: Raw -18455586.612165 + Penalty 3925.470233 = -18451661.141932
  nChanged 3
		SP:Iteration 49Q (83500.290000 sec): 3 clusters
  Score: Raw -18455586.898164 + Penalty 3925.470233 = -18451661.427931
  nChanged 3
		SP:Iteration 50Q (83501.160000 sec): 3 clusters
  Score: Raw -18455587.116952 + Penalty 3925.470233 = -18451661.646719
  nChanged 1
		SP:Iteration 51Q (83501.950000 sec): 3 clusters
  Score: Raw -18455587.219676 + Penalty 3925.470233 = -18451661.749443
  nChanged 1
		SP:Iteration 52Q (83502.780000 sec): 3 clusters
  Score: Raw -18455587.279834 + Penalty 3925.470233 = -18451661.809601
  nChanged 0
		SP:Iteration 53F (83503.800000 sec): 3 clusters
  Score: Raw -18455587.279834 + Penalty 3925.470233 = -18451661.809601
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (13476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83504.060000 sec): 2 clusters
  Score: Raw -1477203.402183 + Penalty 1545.158161 = -1475658.244022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83504.330000 sec): 3 clusters
  Score: Raw -1469281.909727 + Penalty 3090.316321 = -1466191.593406
  nChanged 5941
		SP:Iteration 1F (83504.530000 sec): 3 clusters
  Score: Raw -1472380.792731 + Penalty 3090.316321 = -1469290.476410
  nChanged 748
		SP:Iteration 2F (83504.860000 sec): 3 clusters
  Score: Raw -1472707.615957 + Penalty 3090.316321 = -1469617.299636
  nChanged 685
		SP:Iteration 3F (83505.120000 sec): 3 clusters
  Score: Raw -1473029.862427 + Penalty 3090.316321 = -1469939.546106
  nChanged 700
		SP:Iteration 4F (83505.420000 sec): 3 clusters
  Score: Raw -1473368.775508 + Penalty 3090.316321 = -1470278.459187
  nChanged 683
		SP:Iteration 5F (83505.760000 sec): 3 clusters
  Score: Raw -1473703.635075 + Penalty 3090.316321 = -1470613.318754
  nChanged 634
		SP:Iteration 6Q (83506.020000 sec): 3 clusters
  Score: Raw -1474063.005982 + Penalty 3090.316321 = -1470972.689661
  nChanged 597
		SP:Iteration 7Q (83506.270000 sec): 3 clusters
  Score: Raw -1474412.134067 + Penalty 3090.316321 = -1471321.817745
  nChanged 596
		SP:Iteration 8Q (83506.510000 sec): 3 clusters
  Score: Raw -1474774.533730 + Penalty 3090.316321 = -1471684.217409
  nChanged 592
		SP:Iteration 9Q (83506.750000 sec): 3 clusters
  Score: Raw -1475125.343241 + Penalty 3090.316321 = -1472035.026920
  nChanged 544
		SP:Iteration 10Q (83506.980000 sec): 3 clusters
  Score: Raw -1475444.736720 + Penalty 3090.316321 = -1472354.420399
  nChanged 519
		SP:Iteration 11Q (83507.200000 sec): 3 clusters
  Score: Raw -1475731.448502 + Penalty 3090.316321 = -1472641.132181
  nChanged 449
		SP:Iteration 12Q (83507.420000 sec): 3 clusters
  Score: Raw -1475941.271775 + Penalty 3090.316321 = -1472850.955453
  nChanged 365
		SP:Iteration 13Q (83507.650000 sec): 3 clusters
  Score: Raw -1476119.760549 + Penalty 3090.316321 = -1473029.444227
  nChanged 342
		SP:Iteration 14Q (83507.910000 sec): 3 clusters
  Score: Raw -1476277.714910 + Penalty 3090.316321 = -1473187.398589
  nChanged 293
		SP:Iteration 15Q (83508.170000 sec): 3 clusters
  Score: Raw -1476405.734593 + Penalty 3090.316321 = -1473315.418271
  nChanged 231
		SP:Iteration 16Q (83508.410000 sec): 3 clusters
  Score: Raw -1476498.174517 + Penalty 3090.316321 = -1473407.858196
  nChanged 224
		SP:Iteration 17Q (83508.660000 sec): 3 clusters
  Score: Raw -1476583.920882 + Penalty 3090.316321 = -1473493.604561
  nChanged 193
		SP:Iteration 18Q (83508.890000 sec): 3 clusters
  Score: Raw -1476653.201448 + Penalty 3090.316321 = -1473562.885127
  nChanged 170
		SP:Iteration 19Q (83509.140000 sec): 3 clusters
  Score: Raw -1476715.146782 + Penalty 3090.316321 = -1473624.830460
  nChanged 167
		SP:Iteration 20F (83509.400000 sec): 3 clusters
  Score: Raw -1476780.078120 + Penalty 3090.316321 = -1473689.761799
  nChanged 156
		SP:Iteration 21Q (83509.610000 sec): 3 clusters
  Score: Raw -1476844.643434 + Penalty 3090.316321 = -1473754.327112
  nChanged 153
		SP:Iteration 22Q (83509.850000 sec): 3 clusters
  Score: Raw -1476902.609985 + Penalty 3090.316321 = -1473812.293664
  nChanged 131
		SP:Iteration 23Q (83510.070000 sec): 3 clusters
  Score: Raw -1476952.650006 + Penalty 3090.316321 = -1473862.333684
  nChanged 126
		SP:Iteration 24Q (83510.310000 sec): 3 clusters
  Score: Raw -1477001.471277 + Penalty 3090.316321 = -1473911.154956
  nChanged 127
		SP:Iteration 25Q (83510.530000 sec): 3 clusters
  Score: Raw -1477055.715278 + Penalty 3090.316321 = -1473965.398956
  nChanged 113
		SP:Iteration 26Q (83510.740000 sec): 3 clusters
  Score: Raw -1477102.220664 + Penalty 3090.316321 = -1474011.904343
  nChanged 98
		SP:Iteration 27Q (83510.930000 sec): 3 clusters
  Score: Raw -1477148.752308 + Penalty 3090.316321 = -1474058.435987
  nChanged 99
		SP:Iteration 28Q (83511.130000 sec): 3 clusters
  Score: Raw -1477203.390345 + Penalty 3090.316321 = -1474113.074024
  nChanged 100
		SP:Iteration 29Q (83511.350000 sec): 3 clusters
  Score: Raw -1477257.991527 + Penalty 3090.316321 = -1474167.675205
  nChanged 101
		SP:Iteration 30Q (83511.630000 sec): 3 clusters
  Score: Raw -1477321.511837 + Penalty 3090.316321 = -1474231.195516
  nChanged 100
		SP:Iteration 31Q (83511.830000 sec): 3 clusters
  Score: Raw -1477392.169920 + Penalty 3090.316321 = -1474301.853598
  nChanged 84
		SP:Iteration 32Q (83512.030000 sec): 3 clusters
  Score: Raw -1477453.785722 + Penalty 3090.316321 = -1474363.469401
  nChanged 76
		SP:Iteration 33Q (83512.290000 sec): 3 clusters
  Score: Raw -1477517.920819 + Penalty 3090.316321 = -1474427.604498
  nChanged 59
		SP:Iteration 34Q (83512.550000 sec): 3 clusters
  Score: Raw -1477569.485468 + Penalty 3090.316321 = -1474479.169146
  nChanged 41
		SP:Iteration 35Q (83512.810000 sec): 3 clusters
  Score: Raw -1477595.285021 + Penalty 3090.316321 = -1474504.968699
  nChanged 29
		SP:Iteration 36Q (83513.050000 sec): 3 clusters
  Score: Raw -1477613.965554 + Penalty 3090.316321 = -1474523.649233
  nChanged 20
		SP:Iteration 37Q (83513.260000 sec): 3 clusters
  Score: Raw -1477623.442083 + Penalty 3090.316321 = -1474533.125761
  nChanged 19
		SP:Iteration 38Q (83513.440000 sec): 3 clusters
  Score: Raw -1477634.559129 + Penalty 3090.316321 = -1474544.242807
  nChanged 9
		SP:Iteration 39Q (83513.680000 sec): 3 clusters
  Score: Raw -1477638.812859 + Penalty 3090.316321 = -1474548.496537
  nChanged 8
		SP:Iteration 40F (83513.930000 sec): 3 clusters
  Score: Raw -1477643.064730 + Penalty 3090.316321 = -1474552.748409
  nChanged 6
		SP:Iteration 41Q (83514.150000 sec): 3 clusters
  Score: Raw -1477646.292541 + Penalty 3090.316321 = -1474555.976220
  nChanged 4
		SP:Iteration 42Q (83514.360000 sec): 3 clusters
  Score: Raw -1477647.844643 + Penalty 3090.316321 = -1474557.528321
  nChanged 4
		SP:Iteration 43Q (83514.610000 sec): 3 clusters
  Score: Raw -1477649.439185 + Penalty 3090.316321 = -1474559.122864
  nChanged 1
		SP:Iteration 44Q (83514.870000 sec): 3 clusters
  Score: Raw -1477649.710691 + Penalty 3090.316321 = -1474559.394370
  nChanged 2
		SP:Iteration 45Q (83515.070000 sec): 3 clusters
  Score: Raw -1477650.742364 + Penalty 3090.316321 = -1474560.426043
  nChanged 2
		SP:Iteration 46Q (83515.290000 sec): 3 clusters
  Score: Raw -1477651.856221 + Penalty 3090.316321 = -1474561.539900
  nChanged 4
		SP:Iteration 47Q (83515.550000 sec): 3 clusters
  Score: Raw -1477652.941236 + Penalty 3090.316321 = -1474562.624914
  nChanged 3
		SP:Iteration 48Q (83515.790000 sec): 3 clusters
  Score: Raw -1477653.733858 + Penalty 3090.316321 = -1474563.417536
  nChanged 2
		SP:Iteration 49Q (83515.970000 sec): 3 clusters
  Score: Raw -1477654.396874 + Penalty 3090.316321 = -1474564.080553
  nChanged 1
		SP:Iteration 50Q (83516.170000 sec): 3 clusters
  Score: Raw -1477654.595547 + Penalty 3090.316321 = -1474564.279225
  nChanged 1
		SP:Iteration 51Q (83516.390000 sec): 3 clusters
  Score: Raw -1477655.305946 + Penalty 3090.316321 = -1474564.989625
  nChanged 2
		SP:Iteration 52Q (83516.610000 sec): 3 clusters
  Score: Raw -1477657.252620 + Penalty 3090.316321 = -1474566.936299
  nChanged 3
		SP:Iteration 53Q (83516.840000 sec): 3 clusters
  Score: Raw -1477658.562199 + Penalty 3090.316321 = -1474568.245877
  nChanged 3
		SP:Iteration 54Q (83517.040000 sec): 3 clusters
  Score: Raw -1477660.161219 + Penalty 3090.316321 = -1474569.844897
  nChanged 1
		SP:Iteration 55Q (83517.270000 sec): 3 clusters
  Score: Raw -1477660.459343 + Penalty 3090.316321 = -1474570.143021
  nChanged 1
		SP:Iteration 56Q (83517.550000 sec): 3 clusters
  Score: Raw -1477660.816712 + Penalty 3090.316321 = -1474570.500391
  nChanged 0
		SP:Iteration 57F (83517.790000 sec): 3 clusters
  Score: Raw -1477660.816712 + Penalty 3090.316321 = -1474570.500391
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (47035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83518.130000 sec): 2 clusters
  Score: Raw -5160337.054188 + Penalty 1748.280184 = -5158588.774005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83518.590000 sec): 3 clusters
  Score: Raw -5130713.229226 + Penalty 3496.560367 = -5127216.668859
  nChanged 22059
		SP:Iteration 1F (83518.960000 sec): 3 clusters
  Score: Raw -5143518.446402 + Penalty 3496.560367 = -5140021.886035
  nChanged 2364
		SP:Iteration 2F (83519.410000 sec): 3 clusters
  Score: Raw -5144441.294328 + Penalty 3496.560367 = -5140944.733961
  nChanged 2572
		SP:Iteration 3F (83519.800000 sec): 3 clusters
  Score: Raw -5145610.222186 + Penalty 3496.560367 = -5142113.661818
  nChanged 2712
		SP:Iteration 4F (83520.190000 sec): 3 clusters
  Score: Raw -5147114.371164 + Penalty 3496.560367 = -5143617.810796
  nChanged 2969
		SP:Iteration 5F (83520.610000 sec): 3 clusters
  Score: Raw -5149027.926810 + Penalty 3496.560367 = -5145531.366442
  nChanged 3023
		SP:Iteration 6F (83521.050000 sec): 3 clusters
  Score: Raw -5151334.924140 + Penalty 3496.560367 = -5147838.363773
  nChanged 2875
		SP:Iteration 7F (83521.460000 sec): 3 clusters
  Score: Raw -5153734.748514 + Penalty 3496.560367 = -5150238.188147
  nChanged 2391
		SP:Iteration 8F (83521.850000 sec): 3 clusters
  Score: Raw -5155599.738081 + Penalty 3496.560367 = -5152103.177714
  nChanged 1783
		SP:Iteration 9Q (83522.210000 sec): 3 clusters
  Score: Raw -5156694.792734 + Penalty 3496.560367 = -5153198.232367
  nChanged 1280
		SP:Iteration 10Q (83522.550000 sec): 3 clusters
  Score: Raw -5157342.038341 + Penalty 3496.560367 = -5153845.477973
  nChanged 972
		SP:Iteration 11Q (83522.910000 sec): 3 clusters
  Score: Raw -5157794.212858 + Penalty 3496.560367 = -5154297.652490
  nChanged 794
		SP:Iteration 12Q (83523.270000 sec): 3 clusters
  Score: Raw -5158150.605878 + Penalty 3496.560367 = -5154654.045510
  nChanged 712
		SP:Iteration 13Q (83523.670000 sec): 3 clusters
  Score: Raw -5158441.711766 + Penalty 3496.560367 = -5154945.151398
  nChanged 626
		SP:Iteration 14Q (83524.070000 sec): 3 clusters
  Score: Raw -5158669.991564 + Penalty 3496.560367 = -5155173.431196
  nChanged 592
		SP:Iteration 15Q (83524.370000 sec): 3 clusters
  Score: Raw -5158883.799551 + Penalty 3496.560367 = -5155387.239184
  nChanged 561
		SP:Iteration 16Q (83524.770000 sec): 3 clusters
  Score: Raw -5159087.090314 + Penalty 3496.560367 = -5155590.529947
  nChanged 497
		SP:Iteration 17Q (83525.130000 sec): 3 clusters
  Score: Raw -5159272.128597 + Penalty 3496.560367 = -5155775.568230
  nChanged 458
		SP:Iteration 18Q (83525.570000 sec): 3 clusters
  Score: Raw -5159443.172909 + Penalty 3496.560367 = -5155946.612542
  nChanged 411
		SP:Iteration 19Q (83525.980000 sec): 3 clusters
  Score: Raw -5159588.656301 + Penalty 3496.560367 = -5156092.095933
  nChanged 381
		SP:Iteration 20F (83526.350000 sec): 3 clusters
  Score: Raw -5159729.962098 + Penalty 3496.560367 = -5156233.401731
  nChanged 345
		SP:Iteration 21Q (83526.700000 sec): 3 clusters
  Score: Raw -5159860.974688 + Penalty 3496.560367 = -5156364.414321
  nChanged 336
		SP:Iteration 22Q (83527.190000 sec): 3 clusters
  Score: Raw -5159993.276739 + Penalty 3496.560367 = -5156496.716372
  nChanged 310
		SP:Iteration 23Q (83527.610000 sec): 3 clusters
  Score: Raw -5160120.267532 + Penalty 3496.560367 = -5156623.707164
  nChanged 275
		SP:Iteration 24Q (83527.960000 sec): 3 clusters
  Score: Raw -5160236.403175 + Penalty 3496.560367 = -5156739.842807
  nChanged 261
		SP:Iteration 25Q (83528.300000 sec): 3 clusters
  Score: Raw -5160355.182736 + Penalty 3496.560367 = -5156858.622369
  nChanged 249
		SP:Iteration 26Q (83528.700000 sec): 3 clusters
  Score: Raw -5160461.065300 + Penalty 3496.560367 = -5156964.504933
  nChanged 175
		SP:Iteration 27Q (83529.130000 sec): 3 clusters
  Score: Raw -5160522.929689 + Penalty 3496.560367 = -5157026.369322
  nChanged 149
		SP:Iteration 28Q (83529.490000 sec): 3 clusters
  Score: Raw -5160586.329265 + Penalty 3496.560367 = -5157089.768897
  nChanged 141
		SP:Iteration 29Q (83529.820000 sec): 3 clusters
  Score: Raw -5160647.738640 + Penalty 3496.560367 = -5157151.178272
  nChanged 142
		SP:Iteration 30Q (83530.190000 sec): 3 clusters
  Score: Raw -5160708.551958 + Penalty 3496.560367 = -5157211.991591
  nChanged 91
		SP:Iteration 31Q (83530.510000 sec): 3 clusters
  Score: Raw -5160746.428394 + Penalty 3496.560367 = -5157249.868026
  nChanged 79
		SP:Iteration 32Q (83530.870000 sec): 3 clusters
  Score: Raw -5160778.776313 + Penalty 3496.560367 = -5157282.215946
  nChanged 69
		SP:Iteration 33Q (83531.300000 sec): 3 clusters
  Score: Raw -5160811.108262 + Penalty 3496.560367 = -5157314.547894
  nChanged 72
		SP:Iteration 34Q (83531.710000 sec): 3 clusters
  Score: Raw -5160839.225275 + Penalty 3496.560367 = -5157342.664908
  nChanged 53
		SP:Iteration 35Q (83532.090000 sec): 3 clusters
  Score: Raw -5160855.939690 + Penalty 3496.560367 = -5157359.379322
  nChanged 38
		SP:Iteration 36Q (83532.470000 sec): 3 clusters
  Score: Raw -5160869.366220 + Penalty 3496.560367 = -5157372.805852
  nChanged 44
		SP:Iteration 37Q (83532.850000 sec): 3 clusters
  Score: Raw -5160885.115262 + Penalty 3496.560367 = -5157388.554894
  nChanged 28
		SP:Iteration 38Q (83533.270000 sec): 3 clusters
  Score: Raw -5160895.694100 + Penalty 3496.560367 = -5157399.133733
  nChanged 39
		SP:Iteration 39Q (83533.620000 sec): 3 clusters
  Score: Raw -5160910.617095 + Penalty 3496.560367 = -5157414.056727
  nChanged 34
		SP:Iteration 40F (83533.990000 sec): 3 clusters
  Score: Raw -5160923.753176 + Penalty 3496.560367 = -5157427.192808
  nChanged 32
		SP:Iteration 41Q (83534.400000 sec): 3 clusters
  Score: Raw -5160932.593462 + Penalty 3496.560367 = -5157436.033095
  nChanged 31
		SP:Iteration 42Q (83534.760000 sec): 3 clusters
  Score: Raw -5160942.637958 + Penalty 3496.560367 = -5157446.077590
  nChanged 21
		SP:Iteration 43Q (83535.100000 sec): 3 clusters
  Score: Raw -5160947.903890 + Penalty 3496.560367 = -5157451.343522
  nChanged 19
		SP:Iteration 44Q (83535.500000 sec): 3 clusters
  Score: Raw -5160955.290662 + Penalty 3496.560367 = -5157458.730295
  nChanged 23
		SP:Iteration 45Q (83535.890000 sec): 3 clusters
  Score: Raw -5160963.226036 + Penalty 3496.560367 = -5157466.665668
  nChanged 22
		SP:Iteration 46Q (83536.280000 sec): 3 clusters
  Score: Raw -5160970.424622 + Penalty 3496.560367 = -5157473.864255
  nChanged 15
		SP:Iteration 47Q (83536.710000 sec): 3 clusters
  Score: Raw -5160974.869786 + Penalty 3496.560367 = -5157478.309419
  nChanged 7
		SP:Iteration 48Q (83537.100000 sec): 3 clusters
  Score: Raw -5160976.140662 + Penalty 3496.560367 = -5157479.580295
  nChanged 7
		SP:Iteration 49Q (83537.480000 sec): 3 clusters
  Score: Raw -5160978.777625 + Penalty 3496.560367 = -5157482.217258
  nChanged 9
		SP:Iteration 50Q (83537.870000 sec): 3 clusters
  Score: Raw -5160981.073783 + Penalty 3496.560367 = -5157484.513415
  nChanged 12
		SP:Iteration 51Q (83538.210000 sec): 3 clusters
  Score: Raw -5160984.100635 + Penalty 3496.560367 = -5157487.540268
  nChanged 5
		SP:Iteration 52Q (83538.580000 sec): 3 clusters
  Score: Raw -5160985.362049 + Penalty 3496.560367 = -5157488.801682
  nChanged 2
		SP:Iteration 53Q (83538.990000 sec): 3 clusters
  Score: Raw -5160985.705422 + Penalty 3496.560367 = -5157489.145054
  nChanged 0
		SP:Iteration 54F (83539.430000 sec): 3 clusters
  Score: Raw -5160985.705422 + Penalty 3496.560367 = -5157489.145054
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83540.230000 sec): 2 clusters
  Score: Raw -20028843.252214 + Penalty 1964.937589 = -20026878.314625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83541.240000 sec): 3 clusters
  Score: Raw -19910561.839654 + Penalty 3929.875178 = -19906631.964477
  nChanged 86480
		SP:Iteration 1F (83542.300000 sec): 3 clusters
  Score: Raw -19962918.524849 + Penalty 3929.875178 = -19958988.649671
  nChanged 7353
		SP:Iteration 2Q (83543.430000 sec): 3 clusters
  Score: Raw -19965638.574900 + Penalty 3929.875178 = -19961708.699722
  nChanged 8907
		SP:Iteration 3Q (83544.530000 sec): 3 clusters
  Score: Raw -19969817.424110 + Penalty 3929.875178 = -19965887.548933
  nChanged 10744
		SP:Iteration 4F (83545.460000 sec): 3 clusters
  Score: Raw -19976295.733475 + Penalty 3929.875178 = -19972365.858297
  nChanged 12563
		SP:Iteration 5F (83546.420000 sec): 3 clusters
  Score: Raw -19985333.071478 + Penalty 3929.875178 = -19981403.196300
  nChanged 12859
		SP:Iteration 6F (83547.460000 sec): 3 clusters
  Score: Raw -19995575.564056 + Penalty 3929.875178 = -19991645.688879
  nChanged 11348
		SP:Iteration 7F (83548.510000 sec): 3 clusters
  Score: Raw -20005121.571718 + Penalty 3929.875178 = -20001191.696540
  nChanged 8983
		SP:Iteration 8F (83549.490000 sec): 3 clusters
  Score: Raw -20012255.708141 + Penalty 3929.875178 = -20008325.832963
  nChanged 6509
		SP:Iteration 9Q (83550.510000 sec): 3 clusters
  Score: Raw -20016713.438783 + Penalty 3929.875178 = -20012783.563605
  nChanged 4747
		SP:Iteration 10Q (83551.500000 sec): 3 clusters
  Score: Raw -20019514.654416 + Penalty 3929.875178 = -20015584.779239
  nChanged 3734
		SP:Iteration 11Q (83552.530000 sec): 3 clusters
  Score: Raw -20021501.360032 + Penalty 3929.875178 = -20017571.484854
  nChanged 3239
		SP:Iteration 12Q (83553.570000 sec): 3 clusters
  Score: Raw -20023160.222231 + Penalty 3929.875178 = -20019230.347053
  nChanged 2803
		SP:Iteration 13Q (83554.530000 sec): 3 clusters
  Score: Raw -20024613.705670 + Penalty 3929.875178 = -20020683.830492
  nChanged 2421
		SP:Iteration 14Q (83555.420000 sec): 3 clusters
  Score: Raw -20025844.842094 + Penalty 3929.875178 = -20021914.966916
  nChanged 2100
		SP:Iteration 15Q (83556.380000 sec): 3 clusters
  Score: Raw -20026894.800410 + Penalty 3929.875178 = -20022964.925233
  nChanged 1677
		SP:Iteration 16Q (83557.290000 sec): 3 clusters
  Score: Raw -20027743.284159 + Penalty 3929.875178 = -20023813.408981
  nChanged 1329
		SP:Iteration 17Q (83558.190000 sec): 3 clusters
  Score: Raw -20028393.255662 + Penalty 3929.875178 = -20024463.380484
  nChanged 1049
		SP:Iteration 18Q (83559.000000 sec): 3 clusters
  Score: Raw -20028872.370579 + Penalty 3929.875178 = -20024942.495402
  nChanged 733
		SP:Iteration 19Q (83560.020000 sec): 3 clusters
  Score: Raw -20029169.678436 + Penalty 3929.875178 = -20025239.803258
  nChanged 540
		SP:Iteration 20F (83561.010000 sec): 3 clusters
  Score: Raw -20029386.265158 + Penalty 3929.875178 = -20025456.389981
  nChanged 457
		SP:Iteration 21Q (83561.890000 sec): 3 clusters
  Score: Raw -20029561.044283 + Penalty 3929.875178 = -20025631.169105
  nChanged 322
		SP:Iteration 22Q (83562.710000 sec): 3 clusters
  Score: Raw -20029689.865179 + Penalty 3929.875178 = -20025759.990001
  nChanged 254
		SP:Iteration 23Q (83563.690000 sec): 3 clusters
  Score: Raw -20029777.643588 + Penalty 3929.875178 = -20025847.768411
  nChanged 187
		SP:Iteration 24Q (83564.550000 sec): 3 clusters
  Score: Raw -20029836.985821 + Penalty 3929.875178 = -20025907.110643
  nChanged 150
		SP:Iteration 25Q (83565.340000 sec): 3 clusters
  Score: Raw -20029876.509234 + Penalty 3929.875178 = -20025946.634057
  nChanged 113
		SP:Iteration 26Q (83566.230000 sec): 3 clusters
  Score: Raw -20029903.407327 + Penalty 3929.875178 = -20025973.532149
  nChanged 72
		SP:Iteration 27Q (83567.050000 sec): 3 clusters
  Score: Raw -20029916.438269 + Penalty 3929.875178 = -20025986.563092
  nChanged 47
		SP:Iteration 28Q (83567.810000 sec): 3 clusters
  Score: Raw -20029924.749709 + Penalty 3929.875178 = -20025994.874531
  nChanged 33
		SP:Iteration 29Q (83568.650000 sec): 3 clusters
  Score: Raw -20029930.314630 + Penalty 3929.875178 = -20026000.439452
  nChanged 23
		SP:Iteration 30Q (83569.580000 sec): 3 clusters
  Score: Raw -20029933.842934 + Penalty 3929.875178 = -20026003.967756
  nChanged 15
		SP:Iteration 31Q (83570.530000 sec): 3 clusters
  Score: Raw -20029935.553417 + Penalty 3929.875178 = -20026005.678239
  nChanged 12
		SP:Iteration 32Q (83571.550000 sec): 3 clusters
  Score: Raw -20029937.408564 + Penalty 3929.875178 = -20026007.533386
  nChanged 10
		SP:Iteration 33Q (83572.670000 sec): 3 clusters
  Score: Raw -20029938.942024 + Penalty 3929.875178 = -20026009.066847
  nChanged 7
		SP:Iteration 34Q (83573.770000 sec): 3 clusters
  Score: Raw -20029939.990756 + Penalty 3929.875178 = -20026010.115578
  nChanged 4
		SP:Iteration 35Q (83574.680000 sec): 3 clusters
  Score: Raw -20029940.485362 + Penalty 3929.875178 = -20026010.610184
  nChanged 4
		SP:Iteration 36Q (83575.760000 sec): 3 clusters
  Score: Raw -20029940.911001 + Penalty 3929.875178 = -20026011.035823
  nChanged 7
		SP:Iteration 37Q (83576.870000 sec): 3 clusters
  Score: Raw -20029942.220687 + Penalty 3929.875178 = -20026012.345509
  nChanged 8
		SP:Iteration 38Q (83577.840000 sec): 3 clusters
  Score: Raw -20029943.433564 + Penalty 3929.875178 = -20026013.558386
  nChanged 5
		SP:Iteration 39Q (83578.740000 sec): 3 clusters
  Score: Raw -20029943.946930 + Penalty 3929.875178 = -20026014.071752
  nChanged 6
		SP:Iteration 40F (83579.740000 sec): 3 clusters
  Score: Raw -20029944.969847 + Penalty 3929.875178 = -20026015.094669
  nChanged 5
		SP:Iteration 41Q (83580.600000 sec): 3 clusters
  Score: Raw -20029945.714550 + Penalty 3929.875178 = -20026015.839372
  nChanged 6
		SP:Iteration 42Q (83581.500000 sec): 3 clusters
  Score: Raw -20029946.684859 + Penalty 3929.875178 = -20026016.809682
  nChanged 5
		SP:Iteration 43Q (83582.370000 sec): 3 clusters
  Score: Raw -20029947.209607 + Penalty 3929.875178 = -20026017.334430
  nChanged 1
		SP:Iteration 44Q (83583.360000 sec): 3 clusters
  Score: Raw -20029947.396378 + Penalty 3929.875178 = -20026017.521200
  nChanged 3
		SP:Iteration 45Q (83584.310000 sec): 3 clusters
  Score: Raw -20029947.623310 + Penalty 3929.875178 = -20026017.748132
  nChanged 0
		SP:Iteration 46F (83585.260000 sec): 3 clusters
  Score: Raw -20029947.623310 + Penalty 3929.875178 = -20026017.748132
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83585.510000 sec): 2 clusters
  Score: Raw -2269848.526154 + Penalty 1629.392658 = -2268219.133497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83585.800000 sec): 3 clusters
  Score: Raw -2256186.937139 + Penalty 3258.785315 = -2252928.151824
  nChanged 10266
		SP:Iteration 1F (83586.070000 sec): 3 clusters
  Score: Raw -2262264.729202 + Penalty 3258.785315 = -2259005.943887
  nChanged 1569
		SP:Iteration 2F (83586.320000 sec): 3 clusters
  Score: Raw -2263291.692136 + Penalty 3258.785315 = -2260032.906821
  nChanged 1675
		SP:Iteration 3F (83586.610000 sec): 3 clusters
  Score: Raw -2264563.174518 + Penalty 3258.785315 = -2261304.389203
  nChanged 1686
		SP:Iteration 4F (83586.900000 sec): 3 clusters
  Score: Raw -2265840.227168 + Penalty 3258.785315 = -2262581.441853
  nChanged 1509
		SP:Iteration 5F (83587.130000 sec): 3 clusters
  Score: Raw -2266895.509308 + Penalty 3258.785315 = -2263636.723993
  nChanged 1302
		SP:Iteration 6F (83587.450000 sec): 3 clusters
  Score: Raw -2267724.341825 + Penalty 3258.785315 = -2264465.556510
  nChanged 1076
		SP:Iteration 7Q (83587.720000 sec): 3 clusters
  Score: Raw -2268321.773052 + Penalty 3258.785315 = -2265062.987737
  nChanged 786
		SP:Iteration 8Q (83588.000000 sec): 3 clusters
  Score: Raw -2268667.763404 + Penalty 3258.785315 = -2265408.978089
  nChanged 573
		SP:Iteration 9Q (83588.220000 sec): 3 clusters
  Score: Raw -2268879.126592 + Penalty 3258.785315 = -2265620.341277
  nChanged 424
		SP:Iteration 10Q (83588.490000 sec): 3 clusters
  Score: Raw -2269004.779852 + Penalty 3258.785315 = -2265745.994537
  nChanged 311
		SP:Iteration 11Q (83588.800000 sec): 3 clusters
  Score: Raw -2269076.318646 + Penalty 3258.785315 = -2265817.533331
  nChanged 257
		SP:Iteration 12Q (83589.100000 sec): 3 clusters
  Score: Raw -2269129.004400 + Penalty 3258.785315 = -2265870.219085
  nChanged 200
		SP:Iteration 13Q (83589.380000 sec): 3 clusters
  Score: Raw -2269163.277227 + Penalty 3258.785315 = -2265904.491912
  nChanged 169
		SP:Iteration 14Q (83589.630000 sec): 3 clusters
  Score: Raw -2269190.232923 + Penalty 3258.785315 = -2265931.447608
  nChanged 144
		SP:Iteration 15Q (83589.930000 sec): 3 clusters
  Score: Raw -2269213.464008 + Penalty 3258.785315 = -2265954.678693
  nChanged 121
		SP:Iteration 16Q (83590.230000 sec): 3 clusters
  Score: Raw -2269231.022144 + Penalty 3258.785315 = -2265972.236829
  nChanged 109
		SP:Iteration 17Q (83590.550000 sec): 3 clusters
  Score: Raw -2269246.525895 + Penalty 3258.785315 = -2265987.740579
  nChanged 92
		SP:Iteration 18Q (83590.860000 sec): 3 clusters
  Score: Raw -2269259.644482 + Penalty 3258.785315 = -2266000.859167
  nChanged 108
		SP:Iteration 19Q (83591.130000 sec): 3 clusters
  Score: Raw -2269277.847542 + Penalty 3258.785315 = -2266019.062227
  nChanged 105
		SP:Iteration 20F (83591.410000 sec): 3 clusters
  Score: Raw -2269294.054565 + Penalty 3258.785315 = -2266035.269250
  nChanged 98
		SP:Iteration 21Q (83591.660000 sec): 3 clusters
  Score: Raw -2269309.427617 + Penalty 3258.785315 = -2266050.642302
  nChanged 96
		SP:Iteration 22Q (83591.970000 sec): 3 clusters
  Score: Raw -2269326.240546 + Penalty 3258.785315 = -2266067.455231
  nChanged 97
		SP:Iteration 23Q (83592.200000 sec): 3 clusters
  Score: Raw -2269341.479314 + Penalty 3258.785315 = -2266082.693999
  nChanged 110
		SP:Iteration 24Q (83592.480000 sec): 3 clusters
  Score: Raw -2269357.416839 + Penalty 3258.785315 = -2266098.631524
  nChanged 99
		SP:Iteration 25Q (83592.770000 sec): 3 clusters
  Score: Raw -2269371.497578 + Penalty 3258.785315 = -2266112.712263
  nChanged 91
		SP:Iteration 26Q (83593.020000 sec): 3 clusters
  Score: Raw -2269383.993740 + Penalty 3258.785315 = -2266125.208425
  nChanged 93
		SP:Iteration 27Q (83593.310000 sec): 3 clusters
  Score: Raw -2269395.505461 + Penalty 3258.785315 = -2266136.720146
  nChanged 84
		SP:Iteration 28Q (83593.580000 sec): 3 clusters
  Score: Raw -2269406.301053 + Penalty 3258.785315 = -2266147.515738
  nChanged 88
		SP:Iteration 29Q (83593.880000 sec): 3 clusters
  Score: Raw -2269416.695048 + Penalty 3258.785315 = -2266157.909733
  nChanged 85
		SP:Iteration 30Q (83594.140000 sec): 3 clusters
  Score: Raw -2269427.412250 + Penalty 3258.785315 = -2266168.626935
  nChanged 87
		SP:Iteration 31Q (83594.390000 sec): 3 clusters
  Score: Raw -2269438.508227 + Penalty 3258.785315 = -2266179.722912
  nChanged 68
		SP:Iteration 32Q (83594.680000 sec): 3 clusters
  Score: Raw -2269446.533240 + Penalty 3258.785315 = -2266187.747925
  nChanged 68
		SP:Iteration 33Q (83594.900000 sec): 3 clusters
  Score: Raw -2269454.115475 + Penalty 3258.785315 = -2266195.330160
  nChanged 61
		SP:Iteration 34Q (83595.190000 sec): 3 clusters
  Score: Raw -2269460.414092 + Penalty 3258.785315 = -2266201.628777
  nChanged 45
		SP:Iteration 35Q (83595.460000 sec): 3 clusters
  Score: Raw -2269465.553708 + Penalty 3258.785315 = -2266206.768393
  nChanged 53
		SP:Iteration 36Q (83595.730000 sec): 3 clusters
  Score: Raw -2269471.326366 + Penalty 3258.785315 = -2266212.541051
  nChanged 53
		SP:Iteration 37Q (83596.000000 sec): 3 clusters
  Score: Raw -2269477.552303 + Penalty 3258.785315 = -2266218.766988
  nChanged 47
		SP:Iteration 38Q (83596.300000 sec): 3 clusters
  Score: Raw -2269484.612512 + Penalty 3258.785315 = -2266225.827197
  nChanged 63
		SP:Iteration 39Q (83596.550000 sec): 3 clusters
  Score: Raw -2269491.543838 + Penalty 3258.785315 = -2266232.758523
  nChanged 48
		SP:Iteration 40F (83596.820000 sec): 3 clusters
  Score: Raw -2269496.617769 + Penalty 3258.785315 = -2266237.832454
  nChanged 48
		SP:Iteration 41Q (83597.100000 sec): 3 clusters
  Score: Raw -2269500.964144 + Penalty 3258.785315 = -2266242.178829
  nChanged 45
		SP:Iteration 42Q (83597.370000 sec): 3 clusters
  Score: Raw -2269504.993134 + Penalty 3258.785315 = -2266246.207819
  nChanged 37
		SP:Iteration 43Q (83597.670000 sec): 3 clusters
  Score: Raw -2269508.340269 + Penalty 3258.785315 = -2266249.554954
  nChanged 39
		SP:Iteration 44Q (83597.950000 sec): 3 clusters
  Score: Raw -2269511.382137 + Penalty 3258.785315 = -2266252.596822
  nChanged 37
		SP:Iteration 45Q (83598.210000 sec): 3 clusters
  Score: Raw -2269513.951839 + Penalty 3258.785315 = -2266255.166524
  nChanged 35
		SP:Iteration 46Q (83598.540000 sec): 3 clusters
  Score: Raw -2269517.298035 + Penalty 3258.785315 = -2266258.512720
  nChanged 39
		SP:Iteration 47Q (83598.810000 sec): 3 clusters
  Score: Raw -2269520.527807 + Penalty 3258.785315 = -2266261.742492
  nChanged 38
		SP:Iteration 48Q (83599.050000 sec): 3 clusters
  Score: Raw -2269523.531545 + Penalty 3258.785315 = -2266264.746230
  nChanged 37
		SP:Iteration 49Q (83599.330000 sec): 3 clusters
  Score: Raw -2269525.892192 + Penalty 3258.785315 = -2266267.106877
  nChanged 27
		SP:Iteration 50Q (83599.580000 sec): 3 clusters
  Score: Raw -2269528.889439 + Penalty 3258.785315 = -2266270.104124
  nChanged 38
		SP:Iteration 51Q (83599.860000 sec): 3 clusters
  Score: Raw -2269532.990044 + Penalty 3258.785315 = -2266274.204729
  nChanged 40
		SP:Iteration 52Q (83600.140000 sec): 3 clusters
  Score: Raw -2269536.980508 + Penalty 3258.785315 = -2266278.195193
  nChanged 43
		SP:Iteration 53Q (83600.430000 sec): 3 clusters
  Score: Raw -2269541.292417 + Penalty 3258.785315 = -2266282.507102
  nChanged 38
		SP:Iteration 54Q (83600.710000 sec): 3 clusters
  Score: Raw -2269544.674199 + Penalty 3258.785315 = -2266285.888884
  nChanged 30
		SP:Iteration 55Q (83600.970000 sec): 3 clusters
  Score: Raw -2269547.157897 + Penalty 3258.785315 = -2266288.372582
  nChanged 31
		SP:Iteration 56Q (83601.240000 sec): 3 clusters
  Score: Raw -2269548.921225 + Penalty 3258.785315 = -2266290.135910
  nChanged 26
		SP:Iteration 57Q (83601.500000 sec): 3 clusters
  Score: Raw -2269550.594485 + Penalty 3258.785315 = -2266291.809170
  nChanged 20
		SP:Iteration 58Q (83601.780000 sec): 3 clusters
  Score: Raw -2269551.734665 + Penalty 3258.785315 = -2266292.949350
  nChanged 23
		SP:Iteration 59Q (83602.130000 sec): 3 clusters
  Score: Raw -2269553.226990 + Penalty 3258.785315 = -2266294.441675
  nChanged 26
		SP:Iteration 60F (83602.390000 sec): 3 clusters
  Score: Raw -2269554.951392 + Penalty 3258.785315 = -2266296.166077
  nChanged 31
		SP:Iteration 61Q (83602.720000 sec): 3 clusters
  Score: Raw -2269556.887918 + Penalty 3258.785315 = -2266298.102603
  nChanged 14
		SP:Iteration 62Q (83603.060000 sec): 3 clusters
  Score: Raw -2269557.536507 + Penalty 3258.785315 = -2266298.751192
  nChanged 8
		SP:Iteration 63Q (83603.310000 sec): 3 clusters
  Score: Raw -2269557.885851 + Penalty 3258.785315 = -2266299.100536
  nChanged 8
		SP:Iteration 64Q (83603.610000 sec): 3 clusters
  Score: Raw -2269558.264036 + Penalty 3258.785315 = -2266299.478721
  nChanged 9
		SP:Iteration 65Q (83603.870000 sec): 3 clusters
  Score: Raw -2269558.907269 + Penalty 3258.785315 = -2266300.121954
  nChanged 8
		SP:Iteration 66Q (83604.160000 sec): 3 clusters
  Score: Raw -2269559.363083 + Penalty 3258.785315 = -2266300.577768
  nChanged 8
		SP:Iteration 67Q (83604.480000 sec): 3 clusters
  Score: Raw -2269559.823105 + Penalty 3258.785315 = -2266301.037790
  nChanged 11
		SP:Iteration 68Q (83604.770000 sec): 3 clusters
  Score: Raw -2269560.713348 + Penalty 3258.785315 = -2266301.928033
  nChanged 12
		SP:Iteration 69Q (83605.090000 sec): 3 clusters
  Score: Raw -2269561.595038 + Penalty 3258.785315 = -2266302.809723
  nChanged 12
		SP:Iteration 70Q (83605.410000 sec): 3 clusters
  Score: Raw -2269562.606343 + Penalty 3258.785315 = -2266303.821028
  nChanged 10
		SP:Iteration 71Q (83605.660000 sec): 3 clusters
  Score: Raw -2269563.149496 + Penalty 3258.785315 = -2266304.364181
  nChanged 4
		SP:Iteration 72Q (83605.940000 sec): 3 clusters
  Score: Raw -2269563.320669 + Penalty 3258.785315 = -2266304.535354
  nChanged 5
		SP:Iteration 73Q (83606.170000 sec): 3 clusters
  Score: Raw -2269563.504575 + Penalty 3258.785315 = -2266304.719260
  nChanged 5
		SP:Iteration 74Q (83606.480000 sec): 3 clusters
  Score: Raw -2269563.830204 + Penalty 3258.785315 = -2266305.044889
  nChanged 8
		SP:Iteration 75Q (83606.730000 sec): 3 clusters
  Score: Raw -2269564.567797 + Penalty 3258.785315 = -2266305.782482
  nChanged 10
		SP:Iteration 76Q (83607.050000 sec): 3 clusters
  Score: Raw -2269565.504886 + Penalty 3258.785315 = -2266306.719571
  nChanged 9
		SP:Iteration 77Q (83607.380000 sec): 3 clusters
  Score: Raw -2269566.246954 + Penalty 3258.785315 = -2266307.461639
  nChanged 11
		SP:Iteration 78Q (83607.670000 sec): 3 clusters
  Score: Raw -2269567.166505 + Penalty 3258.785315 = -2266308.381190
  nChanged 13
		SP:Iteration 79Q (83607.900000 sec): 3 clusters
  Score: Raw -2269568.160563 + Penalty 3258.785315 = -2266309.375248
  nChanged 19
		SP:Iteration 80F (83608.210000 sec): 3 clusters
  Score: Raw -2269569.735353 + Penalty 3258.785315 = -2266310.950038
  nChanged 22
		SP:Iteration 81Q (83608.460000 sec): 3 clusters
  Score: Raw -2269571.434951 + Penalty 3258.785315 = -2266312.649636
  nChanged 16
		SP:Iteration 82Q (83608.680000 sec): 3 clusters
  Score: Raw -2269572.321012 + Penalty 3258.785315 = -2266313.535697
  nChanged 21
		SP:Iteration 83Q (83609.010000 sec): 3 clusters
  Score: Raw -2269573.555362 + Penalty 3258.785315 = -2266314.770047
  nChanged 20
		SP:Iteration 84Q (83609.280000 sec): 3 clusters
  Score: Raw -2269575.489947 + Penalty 3258.785315 = -2266316.704632
  nChanged 22
		SP:Iteration 85Q (83609.520000 sec): 3 clusters
  Score: Raw -2269577.605507 + Penalty 3258.785315 = -2266318.820192
  nChanged 22
		SP:Iteration 86Q (83609.810000 sec): 3 clusters
  Score: Raw -2269579.163836 + Penalty 3258.785315 = -2266320.378521
  nChanged 19
		SP:Iteration 87Q (83610.130000 sec): 3 clusters
  Score: Raw -2269580.467647 + Penalty 3258.785315 = -2266321.682332
  nChanged 20
		SP:Iteration 88Q (83610.390000 sec): 3 clusters
  Score: Raw -2269581.790199 + Penalty 3258.785315 = -2266323.004884
  nChanged 21
		SP:Iteration 89Q (83610.670000 sec): 3 clusters
  Score: Raw -2269583.586915 + Penalty 3258.785315 = -2266324.801600
  nChanged 25
		SP:Iteration 90Q (83610.930000 sec): 3 clusters
  Score: Raw -2269585.545393 + Penalty 3258.785315 = -2266326.760077
  nChanged 24
		SP:Iteration 91Q (83611.240000 sec): 3 clusters
  Score: Raw -2269587.278536 + Penalty 3258.785315 = -2266328.493221
  nChanged 24
		SP:Iteration 92Q (83611.520000 sec): 3 clusters
  Score: Raw -2269588.753333 + Penalty 3258.785315 = -2266329.968018
  nChanged 19
		SP:Iteration 93Q (83611.810000 sec): 3 clusters
  Score: Raw -2269590.155222 + Penalty 3258.785315 = -2266331.369907
  nChanged 20
		SP:Iteration 94Q (83612.050000 sec): 3 clusters
  Score: Raw -2269591.599149 + Penalty 3258.785315 = -2266332.813834
  nChanged 21
		SP:Iteration 95Q (83612.370000 sec): 3 clusters
  Score: Raw -2269592.964085 + Penalty 3258.785315 = -2266334.178770
  nChanged 16
		SP:Iteration 96Q (83612.630000 sec): 3 clusters
  Score: Raw -2269593.872615 + Penalty 3258.785315 = -2266335.087300
  nChanged 11
		SP:Iteration 97Q (83612.930000 sec): 3 clusters
  Score: Raw -2269594.592674 + Penalty 3258.785315 = -2266335.807359
  nChanged 17
		SP:Iteration 98Q (83613.250000 sec): 3 clusters
  Score: Raw -2269596.276925 + Penalty 3258.785315 = -2266337.491610
  nChanged 21
		SP:Iteration 99Q (83613.570000 sec): 3 clusters
  Score: Raw -2269598.102111 + Penalty 3258.785315 = -2266339.316796
  nChanged 25
		SP:Iteration 100F (83613.910000 sec): 3 clusters
  Score: Raw -2269600.353486 + Penalty 3258.785315 = -2266341.568171
  nChanged 29
		SP:Iteration 101Q (83614.200000 sec): 3 clusters
  Score: Raw -2269603.064499 + Penalty 3258.785315 = -2266344.279184
  nChanged 25
		SP:Iteration 102Q (83614.500000 sec): 3 clusters
  Score: Raw -2269605.675063 + Penalty 3258.785315 = -2266346.889748
  nChanged 32
		SP:Iteration 103Q (83614.760000 sec): 3 clusters
  Score: Raw -2269609.425746 + Penalty 3258.785315 = -2266350.640431
  nChanged 35
		SP:Iteration 104Q (83615.050000 sec): 3 clusters
  Score: Raw -2269612.529166 + Penalty 3258.785315 = -2266353.743851
  nChanged 32
		SP:Iteration 105Q (83615.380000 sec): 3 clusters
  Score: Raw -2269614.947400 + Penalty 3258.785315 = -2266356.162085
  nChanged 25
		SP:Iteration 106Q (83615.620000 sec): 3 clusters
  Score: Raw -2269616.613575 + Penalty 3258.785315 = -2266357.828260
  nChanged 21
		SP:Iteration 107Q (83615.890000 sec): 3 clusters
  Score: Raw -2269618.187254 + Penalty 3258.785315 = -2266359.401939
  nChanged 24
		SP:Iteration 108Q (83616.210000 sec): 3 clusters
  Score: Raw -2269619.476398 + Penalty 3258.785315 = -2266360.691083
  nChanged 14
		SP:Iteration 109Q (83616.470000 sec): 3 clusters
  Score: Raw -2269620.491581 + Penalty 3258.785315 = -2266361.706266
  nChanged 19
		SP:Iteration 110Q (83616.720000 sec): 3 clusters
  Score: Raw -2269621.894366 + Penalty 3258.785315 = -2266363.109051
  nChanged 20
		SP:Iteration 111Q (83616.970000 sec): 3 clusters
  Score: Raw -2269623.140518 + Penalty 3258.785315 = -2266364.355203
  nChanged 16
		SP:Iteration 112Q (83617.240000 sec): 3 clusters
  Score: Raw -2269624.026740 + Penalty 3258.785315 = -2266365.241424
  nChanged 16
		SP:Iteration 113Q (83617.510000 sec): 3 clusters
  Score: Raw -2269624.653886 + Penalty 3258.785315 = -2266365.868571
  nChanged 6
		SP:Iteration 114Q (83617.800000 sec): 3 clusters
  Score: Raw -2269624.996519 + Penalty 3258.785315 = -2266366.211204
  nChanged 8
		SP:Iteration 115Q (83618.090000 sec): 3 clusters
  Score: Raw -2269625.357574 + Penalty 3258.785315 = -2266366.572259
  nChanged 9
		SP:Iteration 116Q (83618.380000 sec): 3 clusters
  Score: Raw -2269625.742369 + Penalty 3258.785315 = -2266366.957054
  nChanged 8
		SP:Iteration 117Q (83618.620000 sec): 3 clusters
  Score: Raw -2269626.054345 + Penalty 3258.785315 = -2266367.269030
  nChanged 6
		SP:Iteration 118Q (83618.910000 sec): 3 clusters
  Score: Raw -2269626.537573 + Penalty 3258.785315 = -2266367.752258
  nChanged 8
		SP:Iteration 119Q (83619.210000 sec): 3 clusters
  Score: Raw -2269627.084146 + Penalty 3258.785315 = -2266368.298831
  nChanged 11
		SP:Iteration 120F (83619.470000 sec): 3 clusters
  Score: Raw -2269627.818141 + Penalty 3258.785315 = -2266369.032826
  nChanged 12
		SP:Iteration 121Q (83619.740000 sec): 3 clusters
  Score: Raw -2269628.530402 + Penalty 3258.785315 = -2266369.745087
  nChanged 7
		SP:Iteration 122Q (83620.020000 sec): 3 clusters
  Score: Raw -2269628.958324 + Penalty 3258.785315 = -2266370.173009
  nChanged 5
		SP:Iteration 123Q (83620.280000 sec): 3 clusters
  Score: Raw -2269629.251615 + Penalty 3258.785315 = -2266370.466300
  nChanged 5
		SP:Iteration 124Q (83620.540000 sec): 3 clusters
  Score: Raw -2269629.490749 + Penalty 3258.785315 = -2266370.705434
  nChanged 8
		SP:Iteration 125Q (83620.820000 sec): 3 clusters
  Score: Raw -2269629.909948 + Penalty 3258.785315 = -2266371.124633
  nChanged 4
		SP:Iteration 126Q (83621.100000 sec): 3 clusters
  Score: Raw -2269630.313905 + Penalty 3258.785315 = -2266371.528590
  nChanged 5
		SP:Iteration 127Q (83621.380000 sec): 3 clusters
  Score: Raw -2269630.527887 + Penalty 3258.785315 = -2266371.742572
  nChanged 2
		SP:Iteration 128Q (83621.660000 sec): 3 clusters
  Score: Raw -2269630.622663 + Penalty 3258.785315 = -2266371.837348
  nChanged 4
		SP:Iteration 129Q (83621.940000 sec): 3 clusters
  Score: Raw -2269630.863119 + Penalty 3258.785315 = -2266372.077804
  nChanged 6
		SP:Iteration 130Q (83622.210000 sec): 3 clusters
  Score: Raw -2269631.195354 + Penalty 3258.785315 = -2266372.410039
  nChanged 5
		SP:Iteration 131Q (83622.530000 sec): 3 clusters
  Score: Raw -2269631.427809 + Penalty 3258.785315 = -2266372.642494
  nChanged 10
		SP:Iteration 132Q (83622.820000 sec): 3 clusters
  Score: Raw -2269632.133630 + Penalty 3258.785315 = -2266373.348315
  nChanged 6
		SP:Iteration 133Q (83623.080000 sec): 3 clusters
  Score: Raw -2269632.657821 + Penalty 3258.785315 = -2266373.872506
  nChanged 9
		SP:Iteration 134Q (83623.340000 sec): 3 clusters
  Score: Raw -2269633.288623 + Penalty 3258.785315 = -2266374.503308
  nChanged 16
		SP:Iteration 135Q (83623.580000 sec): 3 clusters
  Score: Raw -2269634.481687 + Penalty 3258.785315 = -2266375.696372
  nChanged 16
		SP:Iteration 136Q (83623.840000 sec): 3 clusters
  Score: Raw -2269635.340693 + Penalty 3258.785315 = -2266376.555378
  nChanged 14
		SP:Iteration 137Q (83624.060000 sec): 3 clusters
  Score: Raw -2269636.255417 + Penalty 3258.785315 = -2266377.470102
  nChanged 15
		SP:Iteration 138Q (83624.330000 sec): 3 clusters
  Score: Raw -2269637.957595 + Penalty 3258.785315 = -2266379.172280
  nChanged 16
		SP:Iteration 139Q (83624.580000 sec): 3 clusters
  Score: Raw -2269639.275525 + Penalty 3258.785315 = -2266380.490210
  nChanged 18
		SP:Iteration 140F (83624.830000 sec): 3 clusters
  Score: Raw -2269641.042406 + Penalty 3258.785315 = -2266382.257091
  nChanged 22
		SP:Iteration 141Q (83625.120000 sec): 3 clusters
  Score: Raw -2269643.528843 + Penalty 3258.785315 = -2266384.743528
  nChanged 28
		SP:Iteration 142Q (83625.360000 sec): 3 clusters
  Score: Raw -2269646.212580 + Penalty 3258.785315 = -2266387.427265
  nChanged 34
		SP:Iteration 143Q (83625.630000 sec): 3 clusters
  Score: Raw -2269649.640175 + Penalty 3258.785315 = -2266390.854860
  nChanged 40
		SP:Iteration 144Q (83625.970000 sec): 3 clusters
  Score: Raw -2269654.088664 + Penalty 3258.785315 = -2266395.303349
  nChanged 47
		SP:Iteration 145Q (83626.250000 sec): 3 clusters
  Score: Raw -2269659.104354 + Penalty 3258.785315 = -2266400.319039
  nChanged 47
		SP:Iteration 146Q (83626.510000 sec): 3 clusters
  Score: Raw -2269664.292616 + Penalty 3258.785315 = -2266405.507301
  nChanged 47
		SP:Iteration 147Q (83626.740000 sec): 3 clusters
  Score: Raw -2269668.674297 + Penalty 3258.785315 = -2266409.888982
  nChanged 38
		SP:Iteration 148Q (83627.040000 sec): 3 clusters
  Score: Raw -2269672.486754 + Penalty 3258.785315 = -2266413.701439
  nChanged 41
		SP:Iteration 149Q (83627.280000 sec): 3 clusters
  Score: Raw -2269676.387518 + Penalty 3258.785315 = -2266417.602203
  nChanged 35
		SP:Iteration 150Q (83627.560000 sec): 3 clusters
  Score: Raw -2269679.808453 + Penalty 3258.785315 = -2266421.023138
  nChanged 27
		SP:Iteration 151Q (83627.860000 sec): 3 clusters
  Score: Raw -2269682.496373 + Penalty 3258.785315 = -2266423.711058
  nChanged 24
		SP:Iteration 152Q (83628.130000 sec): 3 clusters
  Score: Raw -2269684.640016 + Penalty 3258.785315 = -2266425.854701
  nChanged 20
		SP:Iteration 153Q (83628.420000 sec): 3 clusters
  Score: Raw -2269686.369143 + Penalty 3258.785315 = -2266427.583828
  nChanged 16
		SP:Iteration 154Q (83628.680000 sec): 3 clusters
  Score: Raw -2269687.956568 + Penalty 3258.785315 = -2266429.171253
  nChanged 14
		SP:Iteration 155Q (83628.950000 sec): 3 clusters
  Score: Raw -2269688.780890 + Penalty 3258.785315 = -2266429.995575
  nChanged 10
		SP:Iteration 156Q (83629.240000 sec): 3 clusters
  Score: Raw -2269689.329979 + Penalty 3258.785315 = -2266430.544664
  nChanged 10
		SP:Iteration 157Q (83629.510000 sec): 3 clusters
  Score: Raw -2269689.744982 + Penalty 3258.785315 = -2266430.959667
  nChanged 9
		SP:Iteration 158Q (83629.780000 sec): 3 clusters
  Score: Raw -2269690.173876 + Penalty 3258.785315 = -2266431.388560
  nChanged 10
		SP:Iteration 159Q (83630.040000 sec): 3 clusters
  Score: Raw -2269690.794445 + Penalty 3258.785315 = -2266432.009130
  nChanged 7
		SP:Iteration 160F (83630.330000 sec): 3 clusters
  Score: Raw -2269691.158853 + Penalty 3258.785315 = -2266432.373538
  nChanged 7
		SP:Iteration 161Q (83630.570000 sec): 3 clusters
  Score: Raw -2269691.729639 + Penalty 3258.785315 = -2266432.944324
  nChanged 12
		SP:Iteration 162Q (83630.870000 sec): 3 clusters
  Score: Raw -2269692.769940 + Penalty 3258.785315 = -2266433.984625
  nChanged 9
		SP:Iteration 163Q (83631.210000 sec): 3 clusters
  Score: Raw -2269693.387792 + Penalty 3258.785315 = -2266434.602477
  nChanged 9
		SP:Iteration 164Q (83631.470000 sec): 3 clusters
  Score: Raw -2269693.919164 + Penalty 3258.785315 = -2266435.133849
  nChanged 8
		SP:Iteration 165Q (83631.740000 sec): 3 clusters
  Score: Raw -2269694.381590 + Penalty 3258.785315 = -2266435.596275
  nChanged 10
		SP:Iteration 166Q (83632.010000 sec): 3 clusters
  Score: Raw -2269695.149376 + Penalty 3258.785315 = -2266436.364061
  nChanged 6
		SP:Iteration 167Q (83632.320000 sec): 3 clusters
  Score: Raw -2269695.560856 + Penalty 3258.785315 = -2266436.775541
  nChanged 10
		SP:Iteration 168Q (83632.530000 sec): 3 clusters
  Score: Raw -2269696.102474 + Penalty 3258.785315 = -2266437.317159
  nChanged 10
		SP:Iteration 169Q (83632.810000 sec): 3 clusters
  Score: Raw -2269696.586876 + Penalty 3258.785315 = -2266437.801561
  nChanged 5
		SP:Iteration 170Q (83633.100000 sec): 3 clusters
  Score: Raw -2269697.064865 + Penalty 3258.785315 = -2266438.279550
  nChanged 8
		SP:Iteration 171Q (83633.330000 sec): 3 clusters
  Score: Raw -2269697.488765 + Penalty 3258.785315 = -2266438.703450
  nChanged 7
		SP:Iteration 172Q (83633.600000 sec): 3 clusters
  Score: Raw -2269697.816935 + Penalty 3258.785315 = -2266439.031620
  nChanged 6
		SP:Iteration 173Q (83633.920000 sec): 3 clusters
  Score: Raw -2269698.269533 + Penalty 3258.785315 = -2266439.484218
  nChanged 5
		SP:Iteration 174Q (83634.170000 sec): 3 clusters
  Score: Raw -2269698.567450 + Penalty 3258.785315 = -2266439.782135
  nChanged 4
		SP:Iteration 175Q (83634.420000 sec): 3 clusters
  Score: Raw -2269698.898746 + Penalty 3258.785315 = -2266440.113431
  nChanged 8
		SP:Iteration 176Q (83634.670000 sec): 3 clusters
  Score: Raw -2269699.481271 + Penalty 3258.785315 = -2266440.695956
  nChanged 5
		SP:Iteration 177Q (83634.980000 sec): 3 clusters
  Score: Raw -2269699.884909 + Penalty 3258.785315 = -2266441.099594
  nChanged 7
		SP:Iteration 178Q (83635.210000 sec): 3 clusters
  Score: Raw -2269700.220516 + Penalty 3258.785315 = -2266441.435201
  nChanged 4
		SP:Iteration 179Q (83635.510000 sec): 3 clusters
  Score: Raw -2269700.489061 + Penalty 3258.785315 = -2266441.703746
  nChanged 7
		SP:Iteration 180F (83635.800000 sec): 3 clusters
  Score: Raw -2269701.019126 + Penalty 3258.785315 = -2266442.233811
  nChanged 4
		SP:Iteration 181Q (83636.070000 sec): 3 clusters
  Score: Raw -2269701.134895 + Penalty 3258.785315 = -2266442.349580
  nChanged 2
		SP:Iteration 182Q (83636.350000 sec): 3 clusters
  Score: Raw -2269701.193025 + Penalty 3258.785315 = -2266442.407710
  nChanged 2
		SP:Iteration 183Q (83636.640000 sec): 3 clusters
  Score: Raw -2269701.265103 + Penalty 3258.785315 = -2266442.479788
  nChanged 3
		SP:Iteration 184Q (83636.910000 sec): 3 clusters
  Score: Raw -2269701.425938 + Penalty 3258.785315 = -2266442.640623
  nChanged 3
		SP:Iteration 185Q (83637.200000 sec): 3 clusters
  Score: Raw -2269701.508921 + Penalty 3258.785315 = -2266442.723606
  nChanged 3
		SP:Iteration 186Q (83637.470000 sec): 3 clusters
  Score: Raw -2269701.630679 + Penalty 3258.785315 = -2266442.845364
  nChanged 3
		SP:Iteration 187Q (83637.760000 sec): 3 clusters
  Score: Raw -2269701.756009 + Penalty 3258.785315 = -2266442.970694
  nChanged 5
		SP:Iteration 188Q (83638.010000 sec): 3 clusters
  Score: Raw -2269702.032404 + Penalty 3258.785315 = -2266443.247089
  nChanged 6
		SP:Iteration 189Q (83638.340000 sec): 3 clusters
  Score: Raw -2269702.260441 + Penalty 3258.785315 = -2266443.475126
  nChanged 6
		SP:Iteration 190Q (83638.630000 sec): 3 clusters
  Score: Raw -2269702.615986 + Penalty 3258.785315 = -2266443.830671
  nChanged 7
		SP:Iteration 191Q (83638.910000 sec): 3 clusters
  Score: Raw -2269703.302628 + Penalty 3258.785315 = -2266444.517313
  nChanged 10
		SP:Iteration 192Q (83639.210000 sec): 3 clusters
  Score: Raw -2269704.066074 + Penalty 3258.785315 = -2266445.280758
  nChanged 12
		SP:Iteration 193Q (83639.480000 sec): 3 clusters
  Score: Raw -2269704.773994 + Penalty 3258.785315 = -2266445.988679
  nChanged 10
		SP:Iteration 194Q (83639.740000 sec): 3 clusters
  Score: Raw -2269705.771941 + Penalty 3258.785315 = -2266446.986625
  nChanged 13
		SP:Iteration 195Q (83640.010000 sec): 3 clusters
  Score: Raw -2269708.002343 + Penalty 3258.785315 = -2266449.217028
  nChanged 25
		SP:Iteration 196Q (83640.290000 sec): 3 clusters
  Score: Raw -2269710.779637 + Penalty 3258.785315 = -2266451.994322
  nChanged 22
		SP:Iteration 197Q (83640.560000 sec): 3 clusters
  Score: Raw -2269713.428588 + Penalty 3258.785315 = -2266454.643273
  nChanged 20
		SP:Iteration 198Q (83640.850000 sec): 3 clusters
  Score: Raw -2269715.278403 + Penalty 3258.785315 = -2266456.493088
  nChanged 20
		SP:Iteration 199Q (83641.120000 sec): 3 clusters
  Score: Raw -2269717.171319 + Penalty 3258.785315 = -2266458.386004
  nChanged 20
		SP:Iteration 200F (83641.390000 sec): 3 clusters
  Score: Raw -2269719.172013 + Penalty 3258.785315 = -2266460.386697
  nChanged 25
		SP:Iteration 201Q (83641.650000 sec): 3 clusters
  Score: Raw -2269721.156693 + Penalty 3258.785315 = -2266462.371378
  nChanged 12
		SP:Iteration 202Q (83641.950000 sec): 3 clusters
  Score: Raw -2269722.244299 + Penalty 3258.785315 = -2266463.458984
  nChanged 19
		SP:Iteration 203Q (83642.280000 sec): 3 clusters
  Score: Raw -2269723.415825 + Penalty 3258.785315 = -2266464.630510
  nChanged 19
		SP:Iteration 204Q (83642.550000 sec): 3 clusters
  Score: Raw -2269724.538688 + Penalty 3258.785315 = -2266465.753373
  nChanged 14
		SP:Iteration 205Q (83642.810000 sec): 3 clusters
  Score: Raw -2269725.563825 + Penalty 3258.785315 = -2266466.778510
  nChanged 18
		SP:Iteration 206Q (83643.090000 sec): 3 clusters
  Score: Raw -2269726.878056 + Penalty 3258.785315 = -2266468.092741
  nChanged 18
		SP:Iteration 207Q (83643.410000 sec): 3 clusters
  Score: Raw -2269728.400347 + Penalty 3258.785315 = -2266469.615032
  nChanged 20
		SP:Iteration 208Q (83643.670000 sec): 3 clusters
  Score: Raw -2269730.016929 + Penalty 3258.785315 = -2266471.231614
  nChanged 18
		SP:Iteration 209Q (83643.940000 sec): 3 clusters
  Score: Raw -2269731.879839 + Penalty 3258.785315 = -2266473.094524
  nChanged 18
		SP:Iteration 210Q (83644.220000 sec): 3 clusters
  Score: Raw -2269733.795980 + Penalty 3258.785315 = -2266475.010665
  nChanged 20
		SP:Iteration 211Q (83644.540000 sec): 3 clusters
  Score: Raw -2269735.298392 + Penalty 3258.785315 = -2266476.513077
  nChanged 21
		SP:Iteration 212Q (83644.810000 sec): 3 clusters
  Score: Raw -2269736.963450 + Penalty 3258.785315 = -2266478.178135
  nChanged 20
		SP:Iteration 213Q (83645.070000 sec): 3 clusters
  Score: Raw -2269738.946857 + Penalty 3258.785315 = -2266480.161542
  nChanged 24
		SP:Iteration 214Q (83645.310000 sec): 3 clusters
  Score: Raw -2269741.505749 + Penalty 3258.785315 = -2266482.720434
  nChanged 26
		SP:Iteration 215Q (83645.610000 sec): 3 clusters
  Score: Raw -2269744.082748 + Penalty 3258.785315 = -2266485.297433
  nChanged 24
		SP:Iteration 216Q (83645.900000 sec): 3 clusters
  Score: Raw -2269745.888038 + Penalty 3258.785315 = -2266487.102723
  nChanged 17
		SP:Iteration 217Q (83646.230000 sec): 3 clusters
  Score: Raw -2269747.793127 + Penalty 3258.785315 = -2266489.007812
  nChanged 33
		SP:Iteration 218Q (83646.510000 sec): 3 clusters
  Score: Raw -2269750.674824 + Penalty 3258.785315 = -2266491.889509
  nChanged 28
		SP:Iteration 219Q (83646.780000 sec): 3 clusters
  Score: Raw -2269753.807328 + Penalty 3258.785315 = -2266495.022013
  nChanged 37
		SP:Iteration 220F (83647.060000 sec): 3 clusters
  Score: Raw -2269757.772743 + Penalty 3258.785315 = -2266498.987428
  nChanged 31
		SP:Iteration 221Q (83647.290000 sec): 3 clusters
  Score: Raw -2269761.441095 + Penalty 3258.785315 = -2266502.655780
  nChanged 39
		SP:Iteration 222Q (83647.570000 sec): 3 clusters
  Score: Raw -2269765.952897 + Penalty 3258.785315 = -2266507.167582
  nChanged 48
		SP:Iteration 223Q (83647.870000 sec): 3 clusters
  Score: Raw -2269771.377111 + Penalty 3258.785315 = -2266512.591795
  nChanged 46
		SP:Iteration 224Q (83648.140000 sec): 3 clusters
  Score: Raw -2269777.377878 + Penalty 3258.785315 = -2266518.592563
  nChanged 48
		SP:Iteration 225Q (83648.450000 sec): 3 clusters
  Score: Raw -2269783.402050 + Penalty 3258.785315 = -2266524.616735
  nChanged 47
		SP:Iteration 226Q (83648.720000 sec): 3 clusters
  Score: Raw -2269788.996028 + Penalty 3258.785315 = -2266530.210713
  nChanged 60
		SP:Iteration 227Q (83648.980000 sec): 3 clusters
  Score: Raw -2269796.560237 + Penalty 3258.785315 = -2266537.774922
  nChanged 49
		SP:Iteration 228Q (83649.220000 sec): 3 clusters
  Score: Raw -2269803.002968 + Penalty 3258.785315 = -2266544.217653
  nChanged 55
		SP:Iteration 229Q (83649.480000 sec): 3 clusters
  Score: Raw -2269808.807662 + Penalty 3258.785315 = -2266550.022347
  nChanged 53
		SP:Iteration 230Q (83649.740000 sec): 3 clusters
  Score: Raw -2269814.844079 + Penalty 3258.785315 = -2266556.058764
  nChanged 52
		SP:Iteration 231Q (83650.000000 sec): 3 clusters
  Score: Raw -2269821.250799 + Penalty 3258.785315 = -2266562.465484
  nChanged 54
		SP:Iteration 232Q (83650.300000 sec): 3 clusters
  Score: Raw -2269827.964516 + Penalty 3258.785315 = -2266569.179201
  nChanged 50
		SP:Iteration 233Q (83650.550000 sec): 3 clusters
  Score: Raw -2269835.031374 + Penalty 3258.785315 = -2266576.246059
  nChanged 57
		SP:Iteration 234Q (83650.860000 sec): 3 clusters
  Score: Raw -2269842.253261 + Penalty 3258.785315 = -2266583.467945
  nChanged 53
		SP:Iteration 235Q (83651.080000 sec): 3 clusters
  Score: Raw -2269849.244119 + Penalty 3258.785315 = -2266590.458804
  nChanged 51
		SP:Iteration 236Q (83651.390000 sec): 3 clusters
  Score: Raw -2269856.343259 + Penalty 3258.785315 = -2266597.557944
  nChanged 55
		SP:Iteration 237Q (83651.630000 sec): 3 clusters
  Score: Raw -2269863.886201 + Penalty 3258.785315 = -2266605.100886
  nChanged 49
		SP:Iteration 238Q (83651.940000 sec): 3 clusters
  Score: Raw -2269870.549614 + Penalty 3258.785315 = -2266611.764299
  nChanged 49
		SP:Iteration 239Q (83652.190000 sec): 3 clusters
  Score: Raw -2269878.294034 + Penalty 3258.785315 = -2266619.508719
  nChanged 57
		SP:Iteration 240F (83652.530000 sec): 3 clusters
  Score: Raw -2269887.324944 + Penalty 3258.785315 = -2266628.539629
  nChanged 57
		SP:Iteration 241Q (83652.800000 sec): 3 clusters
  Score: Raw -2269895.806994 + Penalty 3258.785315 = -2266637.021679
  nChanged 56
		SP:Iteration 242Q (83653.050000 sec): 3 clusters
  Score: Raw -2269904.435028 + Penalty 3258.785315 = -2266645.649713
  nChanged 50
		SP:Iteration 243Q (83653.340000 sec): 3 clusters
  Score: Raw -2269911.229912 + Penalty 3258.785315 = -2266652.444597
  nChanged 49
		SP:Iteration 244Q (83653.600000 sec): 3 clusters
  Score: Raw -2269918.393915 + Penalty 3258.785315 = -2266659.608600
  nChanged 50
		SP:Iteration 245Q (83653.900000 sec): 3 clusters
  Score: Raw -2269926.000794 + Penalty 3258.785315 = -2266667.215479
  nChanged 51
		SP:Iteration 246Q (83654.180000 sec): 3 clusters
  Score: Raw -2269934.183053 + Penalty 3258.785315 = -2266675.397738
  nChanged 50
		SP:Iteration 247Q (83654.420000 sec): 3 clusters
  Score: Raw -2269941.882388 + Penalty 3258.785315 = -2266683.097073
  nChanged 57
		SP:Iteration 248Q (83654.640000 sec): 3 clusters
  Score: Raw -2269951.925290 + Penalty 3258.785315 = -2266693.139975
  nChanged 64
		SP:Iteration 249Q (83654.950000 sec): 3 clusters
  Score: Raw -2269961.074486 + Penalty 3258.785315 = -2266702.289171
  nChanged 49
		SP:Iteration 250Q (83655.190000 sec): 3 clusters
  Score: Raw -2269968.008262 + Penalty 3258.785315 = -2266709.222947
  nChanged 38
		SP:Iteration 251Q (83655.480000 sec): 3 clusters
  Score: Raw -2269973.646773 + Penalty 3258.785315 = -2266714.861458
  nChanged 46
		SP:Iteration 252Q (83655.740000 sec): 3 clusters
  Score: Raw -2269980.569636 + Penalty 3258.785315 = -2266721.784321
  nChanged 44
		SP:Iteration 253Q (83655.930000 sec): 3 clusters
  Score: Raw -2269985.628406 + Penalty 3258.785315 = -2266726.843090
  nChanged 33
		SP:Iteration 254Q (83656.230000 sec): 3 clusters
  Score: Raw -2269989.562260 + Penalty 3258.785315 = -2266730.776945
  nChanged 32
		SP:Iteration 255Q (83656.500000 sec): 3 clusters
  Score: Raw -2269993.495252 + Penalty 3258.785315 = -2266734.709937
  nChanged 44
		SP:Iteration 256Q (83656.760000 sec): 3 clusters
  Score: Raw -2269999.121989 + Penalty 3258.785315 = -2266740.336674
  nChanged 46
		SP:Iteration 257Q (83657.040000 sec): 3 clusters
  Score: Raw -2270005.425895 + Penalty 3258.785315 = -2266746.640580
  nChanged 50
		SP:Iteration 258Q (83657.330000 sec): 3 clusters
  Score: Raw -2270012.667399 + Penalty 3258.785315 = -2266753.882084
  nChanged 41
		SP:Iteration 259Q (83657.670000 sec): 3 clusters
  Score: Raw -2270017.843496 + Penalty 3258.785315 = -2266759.058181
  nChanged 39
		SP:Iteration 260F (83657.980000 sec): 3 clusters
  Score: Raw -2270022.747637 + Penalty 3258.785315 = -2266763.962322
  nChanged 39
		SP:Iteration 261Q (83658.260000 sec): 3 clusters
  Score: Raw -2270028.173583 + Penalty 3258.785315 = -2266769.388268
  nChanged 40
		SP:Iteration 262Q (83658.570000 sec): 3 clusters
  Score: Raw -2270033.527900 + Penalty 3258.785315 = -2266774.742585
  nChanged 42
		SP:Iteration 263Q (83658.840000 sec): 3 clusters
  Score: Raw -2270039.443335 + Penalty 3258.785315 = -2266780.658020
  nChanged 41
		SP:Iteration 264Q (83659.140000 sec): 3 clusters
  Score: Raw -2270045.180655 + Penalty 3258.785315 = -2266786.395340
  nChanged 39
		SP:Iteration 265Q (83659.450000 sec): 3 clusters
  Score: Raw -2270051.409472 + Penalty 3258.785315 = -2266792.624157
  nChanged 36
		SP:Iteration 266Q (83659.700000 sec): 3 clusters
  Score: Raw -2270057.334564 + Penalty 3258.785315 = -2266798.549249
  nChanged 33
		SP:Iteration 267Q (83659.990000 sec): 3 clusters
  Score: Raw -2270062.514166 + Penalty 3258.785315 = -2266803.728851
  nChanged 35
		SP:Iteration 268Q (83660.250000 sec): 3 clusters
  Score: Raw -2270067.537440 + Penalty 3258.785315 = -2266808.752125
  nChanged 31
		SP:Iteration 269Q (83660.540000 sec): 3 clusters
  Score: Raw -2270072.700538 + Penalty 3258.785315 = -2266813.915223
  nChanged 40
		SP:Iteration 270Q (83660.800000 sec): 3 clusters
  Score: Raw -2270078.676138 + Penalty 3258.785315 = -2266819.890823
  nChanged 33
		SP:Iteration 271Q (83661.090000 sec): 3 clusters
  Score: Raw -2270082.823408 + Penalty 3258.785315 = -2266824.038093
  nChanged 33
		SP:Iteration 272Q (83661.360000 sec): 3 clusters
  Score: Raw -2270087.710818 + Penalty 3258.785315 = -2266828.925503
  nChanged 35
		SP:Iteration 273Q (83661.680000 sec): 3 clusters
  Score: Raw -2270094.119624 + Penalty 3258.785315 = -2266835.334309
  nChanged 40
		SP:Iteration 274Q (83661.910000 sec): 3 clusters
  Score: Raw -2270100.453019 + Penalty 3258.785315 = -2266841.667704
  nChanged 32
		SP:Iteration 275Q (83662.170000 sec): 3 clusters
  Score: Raw -2270106.110050 + Penalty 3258.785315 = -2266847.324735
  nChanged 38
		SP:Iteration 276Q (83662.420000 sec): 3 clusters
  Score: Raw -2270111.315343 + Penalty 3258.785315 = -2266852.530028
  nChanged 33
		SP:Iteration 277Q (83662.700000 sec): 3 clusters
  Score: Raw -2270115.755824 + Penalty 3258.785315 = -2266856.970509
  nChanged 39
		SP:Iteration 278Q (83662.970000 sec): 3 clusters
  Score: Raw -2270122.328389 + Penalty 3258.785315 = -2266863.543074
  nChanged 39
		SP:Iteration 279Q (83663.240000 sec): 3 clusters
  Score: Raw -2270127.950185 + Penalty 3258.785315 = -2266869.164870
  nChanged 30
		SP:Iteration 280F (83663.540000 sec): 3 clusters
  Score: Raw -2270131.871327 + Penalty 3258.785315 = -2266873.086012
  nChanged 28
		SP:Iteration 281Q (83663.810000 sec): 3 clusters
  Score: Raw -2270135.033558 + Penalty 3258.785315 = -2266876.248243
  nChanged 27
		SP:Iteration 282Q (83664.070000 sec): 3 clusters
  Score: Raw -2270138.713701 + Penalty 3258.785315 = -2266879.928386
  nChanged 19
		SP:Iteration 283Q (83664.410000 sec): 3 clusters
  Score: Raw -2270142.455256 + Penalty 3258.785315 = -2266883.669941
  nChanged 26
		SP:Iteration 284Q (83664.630000 sec): 3 clusters
  Score: Raw -2270147.081619 + Penalty 3258.785315 = -2266888.296303
  nChanged 34
		SP:Iteration 285Q (83664.910000 sec): 3 clusters
  Score: Raw -2270152.621710 + Penalty 3258.785315 = -2266893.836395
  nChanged 43
		SP:Iteration 286Q (83665.200000 sec): 3 clusters
  Score: Raw -2270160.553171 + Penalty 3258.785315 = -2266901.767856
  nChanged 41
		SP:Iteration 287Q (83665.480000 sec): 3 clusters
  Score: Raw -2270167.364369 + Penalty 3258.785315 = -2266908.579053
  nChanged 44
		SP:Iteration 288Q (83665.760000 sec): 3 clusters
  Score: Raw -2270175.194814 + Penalty 3258.785315 = -2266916.409499
  nChanged 43
		SP:Iteration 289Q (83666.010000 sec): 3 clusters
  Score: Raw -2270183.946416 + Penalty 3258.785315 = -2266925.161101
  nChanged 46
		SP:Iteration 290Q (83666.280000 sec): 3 clusters
  Score: Raw -2270193.939467 + Penalty 3258.785315 = -2266935.154152
  nChanged 46
		SP:Iteration 291Q (83666.570000 sec): 3 clusters
  Score: Raw -2270203.755963 + Penalty 3258.785315 = -2266944.970648
  nChanged 48
		SP:Iteration 292Q (83666.820000 sec): 3 clusters
  Score: Raw -2270213.783850 + Penalty 3258.785315 = -2266954.998535
  nChanged 52
		SP:Iteration 293Q (83667.070000 sec): 3 clusters
  Score: Raw -2270225.089257 + Penalty 3258.785315 = -2266966.303941
  nChanged 47
		SP:Iteration 294Q (83667.330000 sec): 3 clusters
  Score: Raw -2270233.646811 + Penalty 3258.785315 = -2266974.861496
  nChanged 47
		SP:Iteration 295Q (83667.620000 sec): 3 clusters
  Score: Raw -2270242.124131 + Penalty 3258.785315 = -2266983.338816
  nChanged 42
		SP:Iteration 296Q (83667.920000 sec): 3 clusters
  Score: Raw -2270248.790619 + Penalty 3258.785315 = -2266990.005304
  nChanged 38
		SP:Iteration 297Q (83668.160000 sec): 3 clusters
  Score: Raw -2270255.531985 + Penalty 3258.785315 = -2266996.746670
  nChanged 36
		SP:Iteration 298Q (83668.470000 sec): 3 clusters
  Score: Raw -2270264.472797 + Penalty 3258.785315 = -2267005.687482
  nChanged 51
		SP:Iteration 299Q (83668.740000 sec): 3 clusters
  Score: Raw -2270277.515775 + Penalty 3258.785315 = -2267018.730460
  nChanged 52
		SP:Iteration 300F (83669.000000 sec): 3 clusters
  Score: Raw -2270289.563261 + Penalty 3258.785315 = -2267030.777946
  nChanged 42
		SP:Iteration 301Q (83669.320000 sec): 3 clusters
  Score: Raw -2270297.923908 + Penalty 3258.785315 = -2267039.138593
  nChanged 45
		SP:Iteration 302Q (83669.610000 sec): 3 clusters
  Score: Raw -2270307.305859 + Penalty 3258.785315 = -2267048.520544
  nChanged 38
		SP:Iteration 303Q (83669.900000 sec): 3 clusters
  Score: Raw -2270314.655751 + Penalty 3258.785315 = -2267055.870436
  nChanged 30
		SP:Iteration 304Q (83670.200000 sec): 3 clusters
  Score: Raw -2270322.895090 + Penalty 3258.785315 = -2267064.109775
  nChanged 33
		SP:Iteration 305Q (83670.470000 sec): 3 clusters
  Score: Raw -2270332.730188 + Penalty 3258.785315 = -2267073.944873
  nChanged 39
		SP:Iteration 306Q (83670.770000 sec): 3 clusters
  Score: Raw -2270342.280169 + Penalty 3258.785315 = -2267083.494854
  nChanged 38
		SP:Iteration 307Q (83671.090000 sec): 3 clusters
  Score: Raw -2270351.633860 + Penalty 3258.785315 = -2267092.848545
  nChanged 37
		SP:Iteration 308Q (83671.360000 sec): 3 clusters
  Score: Raw -2270359.867751 + Penalty 3258.785315 = -2267101.082436
  nChanged 30
		SP:Iteration 309Q (83671.660000 sec): 3 clusters
  Score: Raw -2270368.658611 + Penalty 3258.785315 = -2267109.873296
  nChanged 38
		SP:Iteration 310Q (83671.920000 sec): 3 clusters
  Score: Raw -2270377.714858 + Penalty 3258.785315 = -2267118.929543
  nChanged 27
		SP:Iteration 311Q (83672.170000 sec): 3 clusters
  Score: Raw -2270382.812017 + Penalty 3258.785315 = -2267124.026702
  nChanged 26
		SP:Iteration 312Q (83672.490000 sec): 3 clusters
  Score: Raw -2270388.401960 + Penalty 3258.785315 = -2267129.616645
  nChanged 23
		SP:Iteration 313Q (83672.780000 sec): 3 clusters
  Score: Raw -2270392.844844 + Penalty 3258.785315 = -2267134.059529
  nChanged 27
		SP:Iteration 314Q (83673.080000 sec): 3 clusters
  Score: Raw -2270398.361804 + Penalty 3258.785315 = -2267139.576488
  nChanged 26
		SP:Iteration 315Q (83673.400000 sec): 3 clusters
  Score: Raw -2270403.597796 + Penalty 3258.785315 = -2267144.812481
  nChanged 17
		SP:Iteration 316Q (83673.690000 sec): 3 clusters
  Score: Raw -2270407.343626 + Penalty 3258.785315 = -2267148.558311
  nChanged 20
		SP:Iteration 317Q (83674.010000 sec): 3 clusters
  Score: Raw -2270411.722789 + Penalty 3258.785315 = -2267152.937474
  nChanged 20
		SP:Iteration 318Q (83674.260000 sec): 3 clusters
  Score: Raw -2270415.854402 + Penalty 3258.785315 = -2267157.069087
  nChanged 24
		SP:Iteration 319Q (83674.570000 sec): 3 clusters
  Score: Raw -2270420.499750 + Penalty 3258.785315 = -2267161.714435
  nChanged 17
		SP:Iteration 320F (83674.820000 sec): 3 clusters
  Score: Raw -2270423.447080 + Penalty 3258.785315 = -2267164.661765
  nChanged 11
		SP:Iteration 321Q (83675.140000 sec): 3 clusters
  Score: Raw -2270425.520363 + Penalty 3258.785315 = -2267166.735048
  nChanged 14
		SP:Iteration 322Q (83675.380000 sec): 3 clusters
  Score: Raw -2270429.033488 + Penalty 3258.785315 = -2267170.248173
  nChanged 22
		SP:Iteration 323Q (83675.680000 sec): 3 clusters
  Score: Raw -2270433.214766 + Penalty 3258.785315 = -2267174.429451
  nChanged 19
		SP:Iteration 324Q (83675.980000 sec): 3 clusters
  Score: Raw -2270437.822242 + Penalty 3258.785315 = -2267179.036927
  nChanged 28
		SP:Iteration 325Q (83676.250000 sec): 3 clusters
  Score: Raw -2270444.749368 + Penalty 3258.785315 = -2267185.964053
  nChanged 23
		SP:Iteration 326Q (83676.480000 sec): 3 clusters
  Score: Raw -2270449.883964 + Penalty 3258.785315 = -2267191.098649
  nChanged 28
		SP:Iteration 327Q (83676.740000 sec): 3 clusters
  Score: Raw -2270456.742343 + Penalty 3258.785315 = -2267197.957028
  nChanged 23
		SP:Iteration 328Q (83677.010000 sec): 3 clusters
  Score: Raw -2270463.201116 + Penalty 3258.785315 = -2267204.415801
  nChanged 20
		SP:Iteration 329Q (83677.270000 sec): 3 clusters
  Score: Raw -2270468.733653 + Penalty 3258.785315 = -2267209.948338
  nChanged 25
		SP:Iteration 330Q (83677.540000 sec): 3 clusters
  Score: Raw -2270477.739137 + Penalty 3258.785315 = -2267218.953821
  nChanged 25
		SP:Iteration 331Q (83677.840000 sec): 3 clusters
  Score: Raw -2270485.974867 + Penalty 3258.785315 = -2267227.189552
  nChanged 26
		SP:Iteration 332Q (83678.110000 sec): 3 clusters
  Score: Raw -2270494.448835 + Penalty 3258.785315 = -2267235.663520
  nChanged 30
		SP:Iteration 333Q (83678.330000 sec): 3 clusters
  Score: Raw -2270504.452153 + Penalty 3258.785315 = -2267245.666838
  nChanged 21
		SP:Iteration 334Q (83678.630000 sec): 3 clusters
  Score: Raw -2270512.775775 + Penalty 3258.785315 = -2267253.990459
  nChanged 21
		SP:Iteration 335Q (83678.900000 sec): 3 clusters
  Score: Raw -2270518.091224 + Penalty 3258.785315 = -2267259.305909
  nChanged 15
		SP:Iteration 336Q (83679.160000 sec): 3 clusters
  Score: Raw -2270521.990026 + Penalty 3258.785315 = -2267263.204711
  nChanged 12
		SP:Iteration 337Q (83679.380000 sec): 3 clusters
  Score: Raw -2270524.788272 + Penalty 3258.785315 = -2267266.002957
  nChanged 7
		SP:Iteration 338Q (83679.650000 sec): 3 clusters
  Score: Raw -2270526.171456 + Penalty 3258.785315 = -2267267.386141
  nChanged 2
		SP:Iteration 339Q (83679.890000 sec): 3 clusters
  Score: Raw -2270526.736638 + Penalty 3258.785315 = -2267267.951323
  nChanged 2
		SP:Iteration 340F (83680.170000 sec): 3 clusters
  Score: Raw -2270527.015294 + Penalty 3258.785315 = -2267268.229979
  nChanged 3
		SP:Iteration 341Q (83680.450000 sec): 3 clusters
  Score: Raw -2270527.711547 + Penalty 3258.785315 = -2267268.926232
  nChanged 4
		SP:Iteration 342Q (83680.700000 sec): 3 clusters
  Score: Raw -2270528.542566 + Penalty 3258.785315 = -2267269.757251
  nChanged 6
		SP:Iteration 343Q (83680.990000 sec): 3 clusters
  Score: Raw -2270529.738020 + Penalty 3258.785315 = -2267270.952705
  nChanged 6
		SP:Iteration 344Q (83681.220000 sec): 3 clusters
  Score: Raw -2270530.936658 + Penalty 3258.785315 = -2267272.151343
  nChanged 6
		SP:Iteration 345Q (83681.500000 sec): 3 clusters
  Score: Raw -2270532.017598 + Penalty 3258.785315 = -2267273.232283
  nChanged 6
		SP:Iteration 346Q (83681.810000 sec): 3 clusters
  Score: Raw -2270533.761237 + Penalty 3258.785315 = -2267274.975922
  nChanged 12
		SP:Iteration 347Q (83682.040000 sec): 3 clusters
  Score: Raw -2270536.535273 + Penalty 3258.785315 = -2267277.749958
  nChanged 8
		SP:Iteration 348Q (83682.290000 sec): 3 clusters
  Score: Raw -2270538.966562 + Penalty 3258.785315 = -2267280.181247
  nChanged 7
		SP:Iteration 349Q (83682.560000 sec): 3 clusters
  Score: Raw -2270540.471386 + Penalty 3258.785315 = -2267281.686071
  nChanged 3
		SP:Iteration 350Q (83682.800000 sec): 3 clusters
  Score: Raw -2270540.992581 + Penalty 3258.785315 = -2267282.207266
  nChanged 2
		SP:Iteration 351Q (83683.040000 sec): 3 clusters
  Score: Raw -2270541.416841 + Penalty 3258.785315 = -2267282.631526
  nChanged 2
		SP:Iteration 352Q (83683.320000 sec): 3 clusters
  Score: Raw -2270542.075163 + Penalty 3258.785315 = -2267283.289848
  nChanged 4
		SP:Iteration 353Q (83683.600000 sec): 3 clusters
  Score: Raw -2270543.044990 + Penalty 3258.785315 = -2267284.259675
  nChanged 3
		SP:Iteration 354Q (83683.820000 sec): 3 clusters
  Score: Raw -2270543.684202 + Penalty 3258.785315 = -2267284.898887
  nChanged 3
		SP:Iteration 355Q (83684.100000 sec): 3 clusters
  Score: Raw -2270544.394332 + Penalty 3258.785315 = -2267285.609017
  nChanged 4
		SP:Iteration 356Q (83684.360000 sec): 3 clusters
  Score: Raw -2270544.898056 + Penalty 3258.785315 = -2267286.112741
  nChanged 1
		SP:Iteration 357Q (83684.650000 sec): 3 clusters
  Score: Raw -2270544.997416 + Penalty 3258.785315 = -2267286.212101
  nChanged 0
		SP:Iteration 358F (83684.900000 sec): 3 clusters
  Score: Raw -2270544.997416 + Penalty 3258.785315 = -2267286.212101
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83685.030000 sec): 2 clusters
  Score: Raw -1050523.065677 + Penalty 1472.303805 = -1049050.761872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83685.280000 sec): 3 clusters
  Score: Raw -1045655.619278 + Penalty 2944.607609 = -1042711.011669
  nChanged 3670
		SP:Iteration 1F (83685.490000 sec): 3 clusters
  Score: Raw -1047718.749916 + Penalty 2944.607609 = -1044774.142307
  nChanged 530
		SP:Iteration 2F (83685.690000 sec): 3 clusters
  Score: Raw -1047952.416167 + Penalty 2944.607609 = -1045007.808558
  nChanged 409
		SP:Iteration 3Q (83685.890000 sec): 3 clusters
  Score: Raw -1048166.187667 + Penalty 2944.607609 = -1045221.580058
  nChanged 392
		SP:Iteration 4Q (83686.150000 sec): 3 clusters
  Score: Raw -1048396.412905 + Penalty 2944.607609 = -1045451.805296
  nChanged 379
		SP:Iteration 5Q (83686.330000 sec): 3 clusters
  Score: Raw -1048588.392154 + Penalty 2944.607609 = -1045643.784545
  nChanged 340
		SP:Iteration 6Q (83686.550000 sec): 3 clusters
  Score: Raw -1048750.817579 + Penalty 2944.607609 = -1045806.209970
  nChanged 349
		SP:Iteration 7Q (83686.730000 sec): 3 clusters
  Score: Raw -1048917.924070 + Penalty 2944.607609 = -1045973.316461
  nChanged 335
		SP:Iteration 8Q (83686.970000 sec): 3 clusters
  Score: Raw -1049077.384457 + Penalty 2944.607609 = -1046132.776848
  nChanged 313
		SP:Iteration 9Q (83687.190000 sec): 3 clusters
  Score: Raw -1049223.882605 + Penalty 2944.607609 = -1046279.274996
  nChanged 291
		SP:Iteration 10Q (83687.390000 sec): 3 clusters
  Score: Raw -1049345.429594 + Penalty 2944.607609 = -1046400.821985
  nChanged 254
		SP:Iteration 11Q (83687.630000 sec): 3 clusters
  Score: Raw -1049460.121506 + Penalty 2944.607609 = -1046515.513897
  nChanged 257
		SP:Iteration 12Q (83687.860000 sec): 3 clusters
  Score: Raw -1049578.782369 + Penalty 2944.607609 = -1046634.174760
  nChanged 243
		SP:Iteration 13Q (83688.080000 sec): 3 clusters
  Score: Raw -1049709.389791 + Penalty 2944.607609 = -1046764.782182
  nChanged 223
		SP:Iteration 14Q (83688.300000 sec): 3 clusters
  Score: Raw -1049825.852722 + Penalty 2944.607609 = -1046881.245113
  nChanged 182
		SP:Iteration 15Q (83688.550000 sec): 3 clusters
  Score: Raw -1049920.271536 + Penalty 2944.607609 = -1046975.663927
  nChanged 172
		SP:Iteration 16Q (83688.750000 sec): 3 clusters
  Score: Raw -1050009.109280 + Penalty 2944.607609 = -1047064.501671
  nChanged 174
		SP:Iteration 17Q (83688.990000 sec): 3 clusters
  Score: Raw -1050112.390292 + Penalty 2944.607609 = -1047167.782683
  nChanged 152
		SP:Iteration 18Q (83689.220000 sec): 3 clusters
  Score: Raw -1050191.330363 + Penalty 2944.607609 = -1047246.722754
  nChanged 149
		SP:Iteration 19Q (83689.450000 sec): 3 clusters
  Score: Raw -1050267.582607 + Penalty 2944.607609 = -1047322.974998
  nChanged 149
		SP:Iteration 20F (83689.660000 sec): 3 clusters
  Score: Raw -1050348.064450 + Penalty 2944.607609 = -1047403.456841
  nChanged 140
		SP:Iteration 21Q (83689.890000 sec): 3 clusters
  Score: Raw -1050426.393750 + Penalty 2944.607609 = -1047481.786140
  nChanged 126
		SP:Iteration 22Q (83690.110000 sec): 3 clusters
  Score: Raw -1050495.580966 + Penalty 2944.607609 = -1047550.973357
  nChanged 122
		SP:Iteration 23Q (83690.330000 sec): 3 clusters
  Score: Raw -1050559.043991 + Penalty 2944.607609 = -1047614.436382
  nChanged 115
		SP:Iteration 24Q (83690.540000 sec): 3 clusters
  Score: Raw -1050616.559790 + Penalty 2944.607609 = -1047671.952181
  nChanged 97
		SP:Iteration 25Q (83690.780000 sec): 3 clusters
  Score: Raw -1050660.315240 + Penalty 2944.607609 = -1047715.707631
  nChanged 96
		SP:Iteration 26Q (83691.030000 sec): 3 clusters
  Score: Raw -1050700.567329 + Penalty 2944.607609 = -1047755.959719
  nChanged 76
		SP:Iteration 27Q (83691.260000 sec): 3 clusters
  Score: Raw -1050731.084508 + Penalty 2944.607609 = -1047786.476899
  nChanged 65
		SP:Iteration 28Q (83691.460000 sec): 3 clusters
  Score: Raw -1050753.929560 + Penalty 2944.607609 = -1047809.321951
  nChanged 57
		SP:Iteration 29Q (83691.690000 sec): 3 clusters
  Score: Raw -1050773.203044 + Penalty 2944.607609 = -1047828.595435
  nChanged 53
		SP:Iteration 30Q (83691.890000 sec): 3 clusters
  Score: Raw -1050791.851730 + Penalty 2944.607609 = -1047847.244121
  nChanged 52
		SP:Iteration 31Q (83692.120000 sec): 3 clusters
  Score: Raw -1050810.383282 + Penalty 2944.607609 = -1047865.775673
  nChanged 46
		SP:Iteration 32Q (83692.300000 sec): 3 clusters
  Score: Raw -1050827.348607 + Penalty 2944.607609 = -1047882.740998
  nChanged 48
		SP:Iteration 33Q (83692.580000 sec): 3 clusters
  Score: Raw -1050843.493219 + Penalty 2944.607609 = -1047898.885610
  nChanged 49
		SP:Iteration 34Q (83692.780000 sec): 3 clusters
  Score: Raw -1050858.296366 + Penalty 2944.607609 = -1047913.688757
  nChanged 38
		SP:Iteration 35Q (83693.020000 sec): 3 clusters
  Score: Raw -1050872.411266 + Penalty 2944.607609 = -1047927.803657
  nChanged 39
		SP:Iteration 36Q (83693.190000 sec): 3 clusters
  Score: Raw -1050885.007300 + Penalty 2944.607609 = -1047940.399691
  nChanged 39
		SP:Iteration 37Q (83693.410000 sec): 3 clusters
  Score: Raw -1050896.511510 + Penalty 2944.607609 = -1047951.903901
  nChanged 31
		SP:Iteration 38Q (83693.650000 sec): 3 clusters
  Score: Raw -1050907.114953 + Penalty 2944.607609 = -1047962.507344
  nChanged 33
		SP:Iteration 39Q (83693.870000 sec): 3 clusters
  Score: Raw -1050916.791269 + Penalty 2944.607609 = -1047972.183660
  nChanged 33
		SP:Iteration 40F (83694.090000 sec): 3 clusters
  Score: Raw -1050926.528693 + Penalty 2944.607609 = -1047981.921084
  nChanged 29
		SP:Iteration 41Q (83694.310000 sec): 3 clusters
  Score: Raw -1050935.947915 + Penalty 2944.607609 = -1047991.340306
  nChanged 26
		SP:Iteration 42Q (83694.530000 sec): 3 clusters
  Score: Raw -1050944.270602 + Penalty 2944.607609 = -1047999.662993
  nChanged 27
		SP:Iteration 43Q (83694.760000 sec): 3 clusters
  Score: Raw -1050950.965383 + Penalty 2944.607609 = -1048006.357774
  nChanged 21
		SP:Iteration 44Q (83694.990000 sec): 3 clusters
  Score: Raw -1050956.746343 + Penalty 2944.607609 = -1048012.138734
  nChanged 15
		SP:Iteration 45Q (83695.200000 sec): 3 clusters
  Score: Raw -1050961.115141 + Penalty 2944.607609 = -1048016.507532
  nChanged 16
		SP:Iteration 46Q (83695.390000 sec): 3 clusters
  Score: Raw -1050965.889019 + Penalty 2944.607609 = -1048021.281410
  nChanged 17
		SP:Iteration 47Q (83695.600000 sec): 3 clusters
  Score: Raw -1050971.711901 + Penalty 2944.607609 = -1048027.104292
  nChanged 16
		SP:Iteration 48Q (83695.830000 sec): 3 clusters
  Score: Raw -1050976.700630 + Penalty 2944.607609 = -1048032.093021
  nChanged 16
		SP:Iteration 49Q (83696.050000 sec): 3 clusters
  Score: Raw -1050980.942841 + Penalty 2944.607609 = -1048036.335232
  nChanged 14
		SP:Iteration 50Q (83696.200000 sec): 3 clusters
  Score: Raw -1050985.861857 + Penalty 2944.607609 = -1048041.254248
  nChanged 15
		SP:Iteration 51Q (83696.400000 sec): 3 clusters
  Score: Raw -1050990.662727 + Penalty 2944.607609 = -1048046.055118
  nChanged 14
		SP:Iteration 52Q (83696.610000 sec): 3 clusters
  Score: Raw -1050994.058479 + Penalty 2944.607609 = -1048049.450870
  nChanged 8
		SP:Iteration 53Q (83696.820000 sec): 3 clusters
  Score: Raw -1050995.715013 + Penalty 2944.607609 = -1048051.107404
  nChanged 10
		SP:Iteration 54Q (83697.010000 sec): 3 clusters
  Score: Raw -1050997.763635 + Penalty 2944.607609 = -1048053.156026
  nChanged 11
		SP:Iteration 55Q (83697.260000 sec): 3 clusters
  Score: Raw -1051000.225994 + Penalty 2944.607609 = -1048055.618385
  nChanged 11
		SP:Iteration 56Q (83697.460000 sec): 3 clusters
  Score: Raw -1051002.738704 + Penalty 2944.607609 = -1048058.131095
  nChanged 7
		SP:Iteration 57Q (83697.670000 sec): 3 clusters
  Score: Raw -1051003.925438 + Penalty 2944.607609 = -1048059.317829
  nChanged 7
		SP:Iteration 58Q (83697.850000 sec): 3 clusters
  Score: Raw -1051005.203667 + Penalty 2944.607609 = -1048060.596058
  nChanged 2
		SP:Iteration 59Q (83698.110000 sec): 3 clusters
  Score: Raw -1051005.515540 + Penalty 2944.607609 = -1048060.907931
  nChanged 0
		SP:Iteration 60F (83698.340000 sec): 3 clusters
  Score: Raw -1051005.515540 + Penalty 2944.607609 = -1048060.907931
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83698.540000 sec): 2 clusters
  Score: Raw -2769491.938945 + Penalty 1640.467029 = -2767851.471917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83698.780000 sec): 3 clusters
  Score: Raw -2754728.953565 + Penalty 3280.934058 = -2751448.019508
  nChanged 10963
		SP:Iteration 1F (83699.120000 sec): 3 clusters
  Score: Raw -2760940.793448 + Penalty 3280.934058 = -2757659.859390
  nChanged 1210
		SP:Iteration 2Q (83699.420000 sec): 3 clusters
  Score: Raw -2761464.833801 + Penalty 3280.934058 = -2758183.899743
  nChanged 1224
		SP:Iteration 3F (83699.700000 sec): 3 clusters
  Score: Raw -2762052.360800 + Penalty 3280.934058 = -2758771.426742
  nChanged 1240
		SP:Iteration 4F (83700.010000 sec): 3 clusters
  Score: Raw -2762701.348019 + Penalty 3280.934058 = -2759420.413961
  nChanged 1262
		SP:Iteration 5F (83700.250000 sec): 3 clusters
  Score: Raw -2763392.949887 + Penalty 3280.934058 = -2760112.015830
  nChanged 1249
		SP:Iteration 6F (83700.570000 sec): 3 clusters
  Score: Raw -2764077.395927 + Penalty 3280.934058 = -2760796.461869
  nChanged 1207
		SP:Iteration 7Q (83700.850000 sec): 3 clusters
  Score: Raw -2764772.345291 + Penalty 3280.934058 = -2761491.411233
  nChanged 1116
		SP:Iteration 8Q (83701.100000 sec): 3 clusters
  Score: Raw -2765386.342446 + Penalty 3280.934058 = -2762105.408389
  nChanged 1001
		SP:Iteration 9Q (83701.390000 sec): 3 clusters
  Score: Raw -2765898.378475 + Penalty 3280.934058 = -2762617.444418
  nChanged 875
		SP:Iteration 10Q (83701.660000 sec): 3 clusters
  Score: Raw -2766300.087596 + Penalty 3280.934058 = -2763019.153538
  nChanged 740
		SP:Iteration 11Q (83701.960000 sec): 3 clusters
  Score: Raw -2766620.764145 + Penalty 3280.934058 = -2763339.830087
  nChanged 713
		SP:Iteration 12Q (83702.230000 sec): 3 clusters
  Score: Raw -2766925.463476 + Penalty 3280.934058 = -2763644.529419
  nChanged 665
		SP:Iteration 13Q (83702.530000 sec): 3 clusters
  Score: Raw -2767211.219287 + Penalty 3280.934058 = -2763930.285230
  nChanged 648
		SP:Iteration 14Q (83702.810000 sec): 3 clusters
  Score: Raw -2767489.602606 + Penalty 3280.934058 = -2764208.668548
  nChanged 631
		SP:Iteration 15Q (83703.100000 sec): 3 clusters
  Score: Raw -2767764.097808 + Penalty 3280.934058 = -2764483.163751
  nChanged 608
		SP:Iteration 16Q (83703.360000 sec): 3 clusters
  Score: Raw -2768029.170068 + Penalty 3280.934058 = -2764748.236010
  nChanged 590
		SP:Iteration 17Q (83703.660000 sec): 3 clusters
  Score: Raw -2768283.148533 + Penalty 3280.934058 = -2765002.214476
  nChanged 535
		SP:Iteration 18Q (83703.940000 sec): 3 clusters
  Score: Raw -2768534.778105 + Penalty 3280.934058 = -2765253.844048
  nChanged 513
		SP:Iteration 19Q (83704.190000 sec): 3 clusters
  Score: Raw -2768768.665680 + Penalty 3280.934058 = -2765487.731623
  nChanged 456
		SP:Iteration 20F (83704.500000 sec): 3 clusters
  Score: Raw -2768973.799676 + Penalty 3280.934058 = -2765692.865619
  nChanged 388
		SP:Iteration 21Q (83704.760000 sec): 3 clusters
  Score: Raw -2769137.906069 + Penalty 3280.934058 = -2765856.972011
  nChanged 322
		SP:Iteration 22Q (83705.060000 sec): 3 clusters
  Score: Raw -2769277.239326 + Penalty 3280.934058 = -2765996.305268
  nChanged 290
		SP:Iteration 23Q (83705.340000 sec): 3 clusters
  Score: Raw -2769405.838881 + Penalty 3280.934058 = -2766124.904823
  nChanged 227
		SP:Iteration 24Q (83705.620000 sec): 3 clusters
  Score: Raw -2769498.356308 + Penalty 3280.934058 = -2766217.422250
  nChanged 179
		SP:Iteration 25Q (83705.940000 sec): 3 clusters
  Score: Raw -2769571.589796 + Penalty 3280.934058 = -2766290.655738
  nChanged 162
		SP:Iteration 26Q (83706.200000 sec): 3 clusters
  Score: Raw -2769643.733080 + Penalty 3280.934058 = -2766362.799022
  nChanged 131
		SP:Iteration 27Q (83706.470000 sec): 3 clusters
  Score: Raw -2769694.397930 + Penalty 3280.934058 = -2766413.463872
  nChanged 88
		SP:Iteration 28Q (83706.740000 sec): 3 clusters
  Score: Raw -2769726.852226 + Penalty 3280.934058 = -2766445.918168
  nChanged 77
		SP:Iteration 29Q (83707.020000 sec): 3 clusters
  Score: Raw -2769759.084769 + Penalty 3280.934058 = -2766478.150712
  nChanged 62
		SP:Iteration 30Q (83707.280000 sec): 3 clusters
  Score: Raw -2769783.478525 + Penalty 3280.934058 = -2766502.544467
  nChanged 61
		SP:Iteration 31Q (83707.570000 sec): 3 clusters
  Score: Raw -2769806.485439 + Penalty 3280.934058 = -2766525.551381
  nChanged 49
		SP:Iteration 32Q (83707.850000 sec): 3 clusters
  Score: Raw -2769828.442609 + Penalty 3280.934058 = -2766547.508552
  nChanged 40
		SP:Iteration 33Q (83708.150000 sec): 3 clusters
  Score: Raw -2769843.372915 + Penalty 3280.934058 = -2766562.438858
  nChanged 46
		SP:Iteration 34Q (83708.420000 sec): 3 clusters
  Score: Raw -2769860.947888 + Penalty 3280.934058 = -2766580.013830
  nChanged 38
		SP:Iteration 35Q (83708.690000 sec): 3 clusters
  Score: Raw -2769875.757628 + Penalty 3280.934058 = -2766594.823570
  nChanged 30
		SP:Iteration 36Q (83709.010000 sec): 3 clusters
  Score: Raw -2769884.908006 + Penalty 3280.934058 = -2766603.973949
  nChanged 19
		SP:Iteration 37Q (83709.240000 sec): 3 clusters
  Score: Raw -2769891.222157 + Penalty 3280.934058 = -2766610.288100
  nChanged 21
		SP:Iteration 38Q (83709.560000 sec): 3 clusters
  Score: Raw -2769898.106930 + Penalty 3280.934058 = -2766617.172872
  nChanged 13
		SP:Iteration 39Q (83709.800000 sec): 3 clusters
  Score: Raw -2769902.207361 + Penalty 3280.934058 = -2766621.273304
  nChanged 13
		SP:Iteration 40F (83710.100000 sec): 3 clusters
  Score: Raw -2769905.604699 + Penalty 3280.934058 = -2766624.670642
  nChanged 7
		SP:Iteration 41Q (83710.390000 sec): 3 clusters
  Score: Raw -2769907.089984 + Penalty 3280.934058 = -2766626.155927
  nChanged 3
		SP:Iteration 42Q (83710.670000 sec): 3 clusters
  Score: Raw -2769907.717930 + Penalty 3280.934058 = -2766626.783873
  nChanged 2
		SP:Iteration 43Q (83710.910000 sec): 3 clusters
  Score: Raw -2769908.292963 + Penalty 3280.934058 = -2766627.358906
  nChanged 0
		SP:Iteration 44F (83711.230000 sec): 3 clusters
  Score: Raw -2769908.292963 + Penalty 3280.934058 = -2766627.358906
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83711.310000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83711.510000 sec): 3 clusters
  Score: Raw -55129.453686 + Penalty 1996.860331 = -53132.593355
  nChanged 92
		SP:Iteration 1F (83711.700000 sec): 3 clusters
  Score: Raw -55261.834696 + Penalty 1996.860331 = -53264.974365
  nChanged 36
		SP:Iteration 2F (83711.840000 sec): 3 clusters
  Score: Raw -55345.654556 + Penalty 1996.860331 = -53348.794225
  nChanged 24
		SP:Iteration 3F (83712.030000 sec): 3 clusters
  Score: Raw -55399.161297 + Penalty 1996.860331 = -53402.300966
  nChanged 22
		SP:Iteration 4Q (83712.260000 sec): 3 clusters
  Score: Raw -55443.153903 + Penalty 1996.860331 = -53446.293572
  nChanged 19
		SP:Iteration 5Q (83712.450000 sec): 3 clusters
  Score: Raw -55480.349745 + Penalty 1996.860331 = -53483.489414
  nChanged 13
		SP:Iteration 6Q (83712.570000 sec): 3 clusters
  Score: Raw -55515.448768 + Penalty 1996.860331 = -53518.588437
  nChanged 7
		SP:Iteration 7Q (83712.800000 sec): 3 clusters
  Score: Raw -55528.288978 + Penalty 1996.860331 = -53531.428647
  nChanged 2
		SP:Iteration 8Q (83712.960000 sec): 3 clusters
  Score: Raw -55529.859987 + Penalty 1996.860331 = -53532.999655
  nChanged 2
		SP:Iteration 9Q (83713.110000 sec): 3 clusters
  Score: Raw -55533.639892 + Penalty 1996.860331 = -53536.779561
  nChanged 2
		SP:Iteration 10Q (83713.330000 sec): 3 clusters
  Score: Raw -55536.812469 + Penalty 1996.860331 = -53539.952138
  nChanged 2
		SP:Iteration 11Q (83713.500000 sec): 3 clusters
  Score: Raw -55542.839921 + Penalty 1996.860331 = -53545.979590
  nChanged 0
		SP:Iteration 12F (83713.650000 sec): 3 clusters
  Score: Raw -55542.839921 + Penalty 1996.860331 = -53545.979590
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83713.890000 sec): 2 clusters
  Score: Raw -3141062.484120 + Penalty 1659.259092 = -3139403.225028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83714.200000 sec): 3 clusters
  Score: Raw -3124244.824592 + Penalty 3318.518184 = -3120926.306408
  nChanged 12574
		SP:Iteration 1F (83714.510000 sec): 3 clusters
  Score: Raw -3131037.628996 + Penalty 3318.518184 = -3127719.110811
  nChanged 1337
		SP:Iteration 2Q (83714.810000 sec): 3 clusters
  Score: Raw -3131471.081328 + Penalty 3318.518184 = -3128152.563143
  nChanged 1243
		SP:Iteration 3Q (83715.120000 sec): 3 clusters
  Score: Raw -3131887.241049 + Penalty 3318.518184 = -3128568.722864
  nChanged 1211
		SP:Iteration 4Q (83715.440000 sec): 3 clusters
  Score: Raw -3132363.457072 + Penalty 3318.518184 = -3129044.938887
  nChanged 1295
		SP:Iteration 5Q (83715.760000 sec): 3 clusters
  Score: Raw -3132963.842547 + Penalty 3318.518184 = -3129645.324362
  nChanged 1482
		SP:Iteration 6F (83716.020000 sec): 3 clusters
  Score: Raw -3133763.113905 + Penalty 3318.518184 = -3130444.595721
  nChanged 1643
		SP:Iteration 7F (83716.330000 sec): 3 clusters
  Score: Raw -3134772.926598 + Penalty 3318.518184 = -3131454.408414
  nChanged 1743
		SP:Iteration 8F (83716.640000 sec): 3 clusters
  Score: Raw -3135991.482933 + Penalty 3318.518184 = -3132672.964749
  nChanged 1694
		SP:Iteration 9F (83716.890000 sec): 3 clusters
  Score: Raw -3137321.120283 + Penalty 3318.518184 = -3134002.602098
  nChanged 1511
		SP:Iteration 10F (83717.180000 sec): 3 clusters
  Score: Raw -3138603.904895 + Penalty 3318.518184 = -3135285.386710
  nChanged 1201
		SP:Iteration 11Q (83717.480000 sec): 3 clusters
  Score: Raw -3139696.108630 + Penalty 3318.518184 = -3136377.590446
  nChanged 777
		SP:Iteration 12Q (83717.820000 sec): 3 clusters
  Score: Raw -3140380.664556 + Penalty 3318.518184 = -3137062.146371
  nChanged 451
		SP:Iteration 13Q (83718.140000 sec): 3 clusters
  Score: Raw -3140757.501485 + Penalty 3318.518184 = -3137438.983301
  nChanged 266
		SP:Iteration 14Q (83718.440000 sec): 3 clusters
  Score: Raw -3140977.082303 + Penalty 3318.518184 = -3137658.564119
  nChanged 154
		SP:Iteration 15Q (83718.710000 sec): 3 clusters
  Score: Raw -3141116.558853 + Penalty 3318.518184 = -3137798.040669
  nChanged 97
		SP:Iteration 16Q (83719.030000 sec): 3 clusters
  Score: Raw -3141202.995852 + Penalty 3318.518184 = -3137884.477668
  nChanged 80
		SP:Iteration 17Q (83719.310000 sec): 3 clusters
  Score: Raw -3141269.114481 + Penalty 3318.518184 = -3137950.596297
  nChanged 59
		SP:Iteration 18Q (83719.560000 sec): 3 clusters
  Score: Raw -3141315.140523 + Penalty 3318.518184 = -3137996.622338
  nChanged 42
		SP:Iteration 19Q (83719.870000 sec): 3 clusters
  Score: Raw -3141348.165107 + Penalty 3318.518184 = -3138029.646922
  nChanged 29
		SP:Iteration 20F (83720.220000 sec): 3 clusters
  Score: Raw -3141367.506397 + Penalty 3318.518184 = -3138048.988212
  nChanged 21
		SP:Iteration 21Q (83720.550000 sec): 3 clusters
  Score: Raw -3141383.334910 + Penalty 3318.518184 = -3138064.816726
  nChanged 16
		SP:Iteration 22Q (83720.800000 sec): 3 clusters
  Score: Raw -3141391.241461 + Penalty 3318.518184 = -3138072.723276
  nChanged 13
		SP:Iteration 23Q (83721.140000 sec): 3 clusters
  Score: Raw -3141398.176659 + Penalty 3318.518184 = -3138079.658475
  nChanged 7
		SP:Iteration 24Q (83721.420000 sec): 3 clusters
  Score: Raw -3141401.367581 + Penalty 3318.518184 = -3138082.849396
  nChanged 2
		SP:Iteration 25Q (83721.680000 sec): 3 clusters
  Score: Raw -3141402.067052 + Penalty 3318.518184 = -3138083.548868
  nChanged 1
		SP:Iteration 26Q (83721.920000 sec): 3 clusters
  Score: Raw -3141402.320247 + Penalty 3318.518184 = -3138083.802063
  nChanged 1
		SP:Iteration 27Q (83722.200000 sec): 3 clusters
  Score: Raw -3141402.908960 + Penalty 3318.518184 = -3138084.390775
  nChanged 1
		SP:Iteration 28Q (83722.520000 sec): 3 clusters
  Score: Raw -3141403.273710 + Penalty 3318.518184 = -3138084.755526
  nChanged 1
		SP:Iteration 29Q (83722.760000 sec): 3 clusters
  Score: Raw -3141403.931848 + Penalty 3318.518184 = -3138085.413663
  nChanged 2
		SP:Iteration 30Q (83723.060000 sec): 3 clusters
  Score: Raw -3141406.166044 + Penalty 3318.518184 = -3138087.647859
  nChanged 4
		SP:Iteration 31Q (83723.330000 sec): 3 clusters
  Score: Raw -3141407.969469 + Penalty 3318.518184 = -3138089.451284
  nChanged 2
		SP:Iteration 32Q (83723.650000 sec): 3 clusters
  Score: Raw -3141408.626869 + Penalty 3318.518184 = -3138090.108685
  nChanged 1
		SP:Iteration 33Q (83723.930000 sec): 3 clusters
  Score: Raw -3141408.929537 + Penalty 3318.518184 = -3138090.411353
  nChanged 4
		SP:Iteration 34Q (83724.200000 sec): 3 clusters
  Score: Raw -3141411.203552 + Penalty 3318.518184 = -3138092.685368
  nChanged 4
		SP:Iteration 35Q (83724.530000 sec): 3 clusters
  Score: Raw -3141412.735346 + Penalty 3318.518184 = -3138094.217161
  nChanged 3
		SP:Iteration 36Q (83724.820000 sec): 3 clusters
  Score: Raw -3141414.565792 + Penalty 3318.518184 = -3138096.047608
  nChanged 4
		SP:Iteration 37Q (83725.170000 sec): 3 clusters
  Score: Raw -3141416.859011 + Penalty 3318.518184 = -3138098.340827
  nChanged 5
		SP:Iteration 38Q (83725.450000 sec): 3 clusters
  Score: Raw -3141419.333330 + Penalty 3318.518184 = -3138100.815146
  nChanged 5
		SP:Iteration 39Q (83725.780000 sec): 3 clusters
  Score: Raw -3141422.327004 + Penalty 3318.518184 = -3138103.808820
  nChanged 4
		SP:Iteration 40F (83726.060000 sec): 3 clusters
  Score: Raw -3141424.877480 + Penalty 3318.518184 = -3138106.359296
  nChanged 2
		SP:Iteration 41Q (83726.340000 sec): 3 clusters
  Score: Raw -3141425.215694 + Penalty 3318.518184 = -3138106.697509
  nChanged 0
		SP:Iteration 42F (83726.660000 sec): 3 clusters
  Score: Raw -3141425.215694 + Penalty 3318.518184 = -3138106.697509
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83726.770000 sec): 2 clusters
  Score: Raw -37815.784718 + Penalty 961.382835 = -36854.401882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83726.940000 sec): 3 clusters
  Score: Raw -37852.169137 + Penalty 1922.765670 = -35929.403466
  nChanged 72
		SP:Iteration 1F (83727.140000 sec): 3 clusters
  Score: Raw -38044.445903 + Penalty 1922.765670 = -36121.680233
  nChanged 21
		SP:Iteration 2F (83727.300000 sec): 3 clusters
  Score: Raw -38118.085292 + Penalty 1922.765670 = -36195.319621
  nChanged 12
		SP:Iteration 3Q (83727.530000 sec): 3 clusters
  Score: Raw -38157.604832 + Penalty 1922.765670 = -36234.839162
  nChanged 9
		SP:Iteration 4Q (83727.700000 sec): 3 clusters
  Score: Raw -38193.625897 + Penalty 1922.765670 = -36270.860227
  nChanged 10
		SP:Iteration 5Q (83727.850000 sec): 3 clusters
  Score: Raw -38233.166179 + Penalty 1922.765670 = -36310.400508
  nChanged 3
		SP:Iteration 6Q (83728.070000 sec): 3 clusters
  Score: Raw -38249.183070 + Penalty 1922.765670 = -36326.417400
  nChanged 6
		SP:Iteration 7Q (83728.320000 sec): 3 clusters
  Score: Raw -38266.680036 + Penalty 1922.765670 = -36343.914365
  nChanged 5
		SP:Iteration 8Q (83728.510000 sec): 3 clusters
  Score: Raw -38281.668905 + Penalty 1922.765670 = -36358.903235
  nChanged 3
		SP:Iteration 9Q (83728.670000 sec): 3 clusters
  Score: Raw -38291.744471 + Penalty 1922.765670 = -36368.978801
  nChanged 1
		SP:Iteration 10Q (83728.880000 sec): 3 clusters
  Score: Raw -38295.195859 + Penalty 1922.765670 = -36372.430189
  nChanged 1
		SP:Iteration 11Q (83729.010000 sec): 3 clusters
  Score: Raw -38296.651404 + Penalty 1922.765670 = -36373.885733
  nChanged 2
		SP:Iteration 12Q (83729.200000 sec): 3 clusters
  Score: Raw -38303.404682 + Penalty 1922.765670 = -36380.639012
  nChanged 3
		SP:Iteration 13Q (83729.390000 sec): 3 clusters
  Score: Raw -38311.339723 + Penalty 1922.765670 = -36388.574053
  nChanged 0
		SP:Iteration 14F (83729.550000 sec): 3 clusters
  Score: Raw -38311.339723 + Penalty 1922.765670 = -36388.574053
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83729.660000 sec): 2 clusters
  Score: Raw -510742.783925 + Penalty 1361.301700 = -509381.482225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83729.850000 sec): 3 clusters
  Score: Raw -508501.699963 + Penalty 2722.603400 = -505779.096563
  nChanged 1759
		SP:Iteration 1F (83730.080000 sec): 3 clusters
  Score: Raw -509410.730813 + Penalty 2722.603400 = -506688.127413
  nChanged 299
		SP:Iteration 2F (83730.280000 sec): 3 clusters
  Score: Raw -509553.339555 + Penalty 2722.603400 = -506830.736155
  nChanged 221
		SP:Iteration 3F (83730.490000 sec): 3 clusters
  Score: Raw -509673.286745 + Penalty 2722.603400 = -506950.683345
  nChanged 184
		SP:Iteration 4Q (83730.650000 sec): 3 clusters
  Score: Raw -509775.311648 + Penalty 2722.603400 = -507052.708248
  nChanged 176
		SP:Iteration 5Q (83730.830000 sec): 3 clusters
  Score: Raw -509871.265906 + Penalty 2722.603400 = -507148.662506
  nChanged 155
		SP:Iteration 6Q (83731.060000 sec): 3 clusters
  Score: Raw -509953.183447 + Penalty 2722.603400 = -507230.580047
  nChanged 147
		SP:Iteration 7Q (83731.260000 sec): 3 clusters
  Score: Raw -510037.693193 + Penalty 2722.603400 = -507315.089793
  nChanged 162
		SP:Iteration 8Q (83731.460000 sec): 3 clusters
  Score: Raw -510126.583375 + Penalty 2722.603400 = -507403.979975
  nChanged 137
		SP:Iteration 9Q (83731.660000 sec): 3 clusters
  Score: Raw -510193.361040 + Penalty 2722.603400 = -507470.757640
  nChanged 117
		SP:Iteration 10Q (83731.860000 sec): 3 clusters
  Score: Raw -510257.958354 + Penalty 2722.603400 = -507535.354953
  nChanged 109
		SP:Iteration 11Q (83732.070000 sec): 3 clusters
  Score: Raw -510316.267694 + Penalty 2722.603400 = -507593.664294
  nChanged 111
		SP:Iteration 12Q (83732.240000 sec): 3 clusters
  Score: Raw -510376.192645 + Penalty 2722.603400 = -507653.589245
  nChanged 105
		SP:Iteration 13Q (83732.470000 sec): 3 clusters
  Score: Raw -510432.166124 + Penalty 2722.603400 = -507709.562724
  nChanged 96
		SP:Iteration 14Q (83732.670000 sec): 3 clusters
  Score: Raw -510488.385037 + Penalty 2722.603400 = -507765.781637
  nChanged 83
		SP:Iteration 15Q (83732.860000 sec): 3 clusters
  Score: Raw -510536.766512 + Penalty 2722.603400 = -507814.163111
  nChanged 77
		SP:Iteration 16Q (83733.010000 sec): 3 clusters
  Score: Raw -510580.285304 + Penalty 2722.603400 = -507857.681904
  nChanged 92
		SP:Iteration 17Q (83733.190000 sec): 3 clusters
  Score: Raw -510638.353234 + Penalty 2722.603400 = -507915.749834
  nChanged 73
		SP:Iteration 18Q (83733.400000 sec): 3 clusters
  Score: Raw -510685.084102 + Penalty 2722.603400 = -507962.480702
  nChanged 63
		SP:Iteration 19Q (83733.610000 sec): 3 clusters
  Score: Raw -510724.678773 + Penalty 2722.603400 = -508002.075373
  nChanged 51
		SP:Iteration 20F (83733.830000 sec): 3 clusters
  Score: Raw -510759.622233 + Penalty 2722.603400 = -508037.018833
  nChanged 49
		SP:Iteration 21Q (83734.050000 sec): 3 clusters
  Score: Raw -510788.948224 + Penalty 2722.603400 = -508066.344824
  nChanged 32
		SP:Iteration 22Q (83734.240000 sec): 3 clusters
  Score: Raw -510807.530166 + Penalty 2722.603400 = -508084.926766
  nChanged 26
		SP:Iteration 23Q (83734.450000 sec): 3 clusters
  Score: Raw -510821.230936 + Penalty 2722.603400 = -508098.627536
  nChanged 21
		SP:Iteration 24Q (83734.620000 sec): 3 clusters
  Score: Raw -510832.020010 + Penalty 2722.603400 = -508109.416610
  nChanged 20
		SP:Iteration 25Q (83734.850000 sec): 3 clusters
  Score: Raw -510844.701797 + Penalty 2722.603400 = -508122.098397
  nChanged 15
		SP:Iteration 26Q (83735.050000 sec): 3 clusters
  Score: Raw -510854.565750 + Penalty 2722.603400 = -508131.962350
  nChanged 13
		SP:Iteration 27Q (83735.280000 sec): 3 clusters
  Score: Raw -510863.171463 + Penalty 2722.603400 = -508140.568062
  nChanged 13
		SP:Iteration 28Q (83735.480000 sec): 3 clusters
  Score: Raw -510868.889622 + Penalty 2722.603400 = -508146.286222
  nChanged 8
		SP:Iteration 29Q (83735.700000 sec): 3 clusters
  Score: Raw -510872.368393 + Penalty 2722.603400 = -508149.764993
  nChanged 5
		SP:Iteration 30Q (83735.920000 sec): 3 clusters
  Score: Raw -510874.613696 + Penalty 2722.603400 = -508152.010296
  nChanged 8
		SP:Iteration 31Q (83736.110000 sec): 3 clusters
  Score: Raw -510878.963360 + Penalty 2722.603400 = -508156.359960
  nChanged 4
		SP:Iteration 32Q (83736.320000 sec): 3 clusters
  Score: Raw -510881.773778 + Penalty 2722.603400 = -508159.170378
  nChanged 6
		SP:Iteration 33Q (83736.540000 sec): 3 clusters
  Score: Raw -510885.942799 + Penalty 2722.603400 = -508163.339399
  nChanged 9
		SP:Iteration 34Q (83736.670000 sec): 3 clusters
  Score: Raw -510890.476939 + Penalty 2722.603400 = -508167.873539
  nChanged 6
		SP:Iteration 35Q (83736.820000 sec): 3 clusters
  Score: Raw -510893.304268 + Penalty 2722.603400 = -508170.700868
  nChanged 3
		SP:Iteration 36Q (83736.990000 sec): 3 clusters
  Score: Raw -510894.268673 + Penalty 2722.603400 = -508171.665273
  nChanged 1
		SP:Iteration 37Q (83737.190000 sec): 3 clusters
  Score: Raw -510895.065435 + Penalty 2722.603400 = -508172.462035
  nChanged 2
		SP:Iteration 38Q (83737.330000 sec): 3 clusters
  Score: Raw -510895.736175 + Penalty 2722.603400 = -508173.132775
  nChanged 1
		SP:Iteration 39Q (83737.520000 sec): 3 clusters
  Score: Raw -510896.114050 + Penalty 2722.603400 = -508173.510650
  nChanged 1
		SP:Iteration 40F (83737.720000 sec): 3 clusters
  Score: Raw -510896.295394 + Penalty 2722.603400 = -508173.691994
  nChanged 2
		SP:Iteration 41Q (83737.930000 sec): 3 clusters
  Score: Raw -510897.705319 + Penalty 2722.603400 = -508175.101919
  nChanged 2
		SP:Iteration 42Q (83738.090000 sec): 3 clusters
  Score: Raw -510898.725055 + Penalty 2722.603400 = -508176.121655
  nChanged 3
		SP:Iteration 43Q (83738.270000 sec): 3 clusters
  Score: Raw -510900.232493 + Penalty 2722.603400 = -508177.629092
  nChanged 3
		SP:Iteration 44Q (83738.450000 sec): 3 clusters
  Score: Raw -510901.114851 + Penalty 2722.603400 = -508178.511450
  nChanged 0
		SP:Iteration 45F (83738.640000 sec): 3 clusters
  Score: Raw -510901.114851 + Penalty 2722.603400 = -508178.511450
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83738.800000 sec): 2 clusters
  Score: Raw -84687.937313 + Penalty 1067.995913 = -83619.941400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83738.990000 sec): 3 clusters
  Score: Raw -84517.941598 + Penalty 2135.991826 = -82381.949771
  nChanged 194
		SP:Iteration 1F (83739.120000 sec): 3 clusters
  Score: Raw -84732.541298 + Penalty 2135.991826 = -82596.549472
  nChanged 40
		SP:Iteration 2F (83739.310000 sec): 3 clusters
  Score: Raw -84789.862765 + Penalty 2135.991826 = -82653.870939
  nChanged 26
		SP:Iteration 3Q (83739.470000 sec): 3 clusters
  Score: Raw -84831.965237 + Penalty 2135.991826 = -82695.973410
  nChanged 10
		SP:Iteration 4Q (83739.610000 sec): 3 clusters
  Score: Raw -84846.092496 + Penalty 2135.991826 = -82710.100670
  nChanged 11
		SP:Iteration 5Q (83739.780000 sec): 3 clusters
  Score: Raw -84857.850504 + Penalty 2135.991826 = -82721.858678
  nChanged 2
		SP:Iteration 6Q (83739.980000 sec): 3 clusters
  Score: Raw -84859.169349 + Penalty 2135.991826 = -82723.177522
  nChanged 1
		SP:Iteration 7Q (83740.120000 sec): 3 clusters
  Score: Raw -84859.450283 + Penalty 2135.991826 = -82723.458457
  nChanged 0
		SP:Iteration 8F (83740.320000 sec): 3 clusters
  Score: Raw -84859.450283 + Penalty 2135.991826 = -82723.458457
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83740.470000 sec): 2 clusters
  Score: Raw -207839.217142 + Penalty 1228.766784 = -206610.450358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83740.660000 sec): 3 clusters
  Score: Raw -207051.991522 + Penalty 2457.533567 = -204594.457955
  nChanged 639
		SP:Iteration 1F (83740.850000 sec): 3 clusters
  Score: Raw -207465.437640 + Penalty 2457.533567 = -205007.904073
  nChanged 144
		SP:Iteration 2F (83740.990000 sec): 3 clusters
  Score: Raw -207573.096806 + Penalty 2457.533567 = -205115.563239
  nChanged 100
		SP:Iteration 3F (83741.170000 sec): 3 clusters
  Score: Raw -207667.584315 + Penalty 2457.533567 = -205210.050747
  nChanged 84
		SP:Iteration 4Q (83741.350000 sec): 3 clusters
  Score: Raw -207752.826294 + Penalty 2457.533567 = -205295.292727
  nChanged 79
		SP:Iteration 5Q (83741.490000 sec): 3 clusters
  Score: Raw -207834.137869 + Penalty 2457.533567 = -205376.604302
  nChanged 78
		SP:Iteration 6Q (83741.640000 sec): 3 clusters
  Score: Raw -207912.510077 + Penalty 2457.533567 = -205454.976510
  nChanged 58
		SP:Iteration 7Q (83741.790000 sec): 3 clusters
  Score: Raw -207973.934213 + Penalty 2457.533567 = -205516.400646
  nChanged 50
		SP:Iteration 8Q (83741.950000 sec): 3 clusters
  Score: Raw -208022.490762 + Penalty 2457.533567 = -205564.957195
  nChanged 54
		SP:Iteration 9Q (83742.100000 sec): 3 clusters
  Score: Raw -208068.695069 + Penalty 2457.533567 = -205611.161502
  nChanged 44
		SP:Iteration 10Q (83742.290000 sec): 3 clusters
  Score: Raw -208107.922496 + Penalty 2457.533567 = -205650.388929
  nChanged 33
		SP:Iteration 11Q (83742.420000 sec): 3 clusters
  Score: Raw -208132.435805 + Penalty 2457.533567 = -205674.902237
  nChanged 19
		SP:Iteration 12Q (83742.570000 sec): 3 clusters
  Score: Raw -208144.725194 + Penalty 2457.533567 = -205687.191626
  nChanged 12
		SP:Iteration 13Q (83742.780000 sec): 3 clusters
  Score: Raw -208149.605565 + Penalty 2457.533567 = -205692.071997
  nChanged 5
		SP:Iteration 14Q (83743.000000 sec): 3 clusters
  Score: Raw -208153.085352 + Penalty 2457.533567 = -205695.551784
  nChanged 5
		SP:Iteration 15Q (83743.160000 sec): 3 clusters
  Score: Raw -208155.656834 + Penalty 2457.533567 = -205698.123266
  nChanged 2
		SP:Iteration 16Q (83743.370000 sec): 3 clusters
  Score: Raw -208156.319334 + Penalty 2457.533567 = -205698.785766
  nChanged 0
		SP:Iteration 17F (83743.580000 sec): 3 clusters
  Score: Raw -208156.319334 + Penalty 2457.533567 = -205698.785766
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83743.690000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83743.870000 sec): 3 clusters
  Score: Raw -17695.042898 + Penalty 1706.988864 = -15988.054034
  nChanged 25
		SP:Iteration 1F (83744.080000 sec): 3 clusters
  Score: Raw -17768.837714 + Penalty 1706.988864 = -16061.848850
  nChanged 7
		SP:Iteration 2Q (83744.280000 sec): 3 clusters
  Score: Raw -17794.369567 + Penalty 1706.988864 = -16087.380703
  nChanged 6
		SP:Iteration 3Q (83744.470000 sec): 3 clusters
  Score: Raw -17812.290567 + Penalty 1706.988864 = -16105.301703
  nChanged 2
		SP:Iteration 4Q (83744.670000 sec): 3 clusters
  Score: Raw -17815.829735 + Penalty 1706.988864 = -16108.840870
  nChanged 0
		SP:Iteration 5F (83744.850000 sec): 3 clusters
  Score: Raw -17815.829735 + Penalty 1706.988864 = -16108.840870
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83744.950000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83745.150000 sec): 3 clusters
  Score: Raw -13467.223295 + Penalty 1626.282549 = -11840.940745
  nChanged 23
		SP:Iteration 1F (83745.340000 sec): 3 clusters
  Score: Raw -13535.745768 + Penalty 1626.282549 = -11909.463219
  nChanged 9
		SP:Iteration 2F (83745.510000 sec): 3 clusters
  Score: Raw -13578.178183 + Penalty 1626.282549 = -11951.895633
  nChanged 5
		SP:Iteration 3Q (83745.690000 sec): 3 clusters
  Score: Raw -13598.025986 + Penalty 1626.282549 = -11971.743436
  nChanged 3
		SP:Iteration 4Q (83745.860000 sec): 3 clusters
  Score: Raw -13609.008789 + Penalty 1626.282549 = -11982.726239
  nChanged 1
		SP:Iteration 5Q (83746.030000 sec): 3 clusters
  Score: Raw -13611.780019 + Penalty 1626.282549 = -11985.497469
  nChanged 0
		SP:Iteration 6F (83746.200000 sec): 3 clusters
  Score: Raw -13611.780019 + Penalty 1626.282549 = -11985.497469
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (19789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83746.390000 sec): 2 clusters
  Score: Raw -1906557.094573 + Penalty 1607.593245 = -1904949.501328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83746.670000 sec): 3 clusters
  Score: Raw -1894575.879654 + Penalty 3215.186490 = -1891360.693165
  nChanged 8950
		SP:Iteration 1F (83747.010000 sec): 3 clusters
  Score: Raw -1899547.781785 + Penalty 3215.186490 = -1896332.595296
  nChanged 1143
		SP:Iteration 2F (83747.330000 sec): 3 clusters
  Score: Raw -1900112.503557 + Penalty 3215.186490 = -1896897.317067
  nChanged 1210
		SP:Iteration 3F (83747.620000 sec): 3 clusters
  Score: Raw -1900765.436199 + Penalty 3215.186490 = -1897550.249709
  nChanged 1188
		SP:Iteration 4F (83747.890000 sec): 3 clusters
  Score: Raw -1901417.468518 + Penalty 3215.186490 = -1898202.282028
  nChanged 1103
		SP:Iteration 5F (83748.220000 sec): 3 clusters
  Score: Raw -1902010.227878 + Penalty 3215.186490 = -1898795.041389
  nChanged 1027
		SP:Iteration 6F (83748.480000 sec): 3 clusters
  Score: Raw -1902597.060150 + Penalty 3215.186490 = -1899381.873661
  nChanged 926
		SP:Iteration 7Q (83748.780000 sec): 3 clusters
  Score: Raw -1903168.066395 + Penalty 3215.186490 = -1899952.879905
  nChanged 869
		SP:Iteration 8Q (83749.090000 sec): 3 clusters
  Score: Raw -1903732.776823 + Penalty 3215.186490 = -1900517.590333
  nChanged 790
		SP:Iteration 9Q (83749.410000 sec): 3 clusters
  Score: Raw -1904239.329877 + Penalty 3215.186490 = -1901024.143388
  nChanged 653
		SP:Iteration 10Q (83749.740000 sec): 3 clusters
  Score: Raw -1904608.156322 + Penalty 3215.186490 = -1901392.969832
  nChanged 532
		SP:Iteration 11Q (83750.050000 sec): 3 clusters
  Score: Raw -1904852.628640 + Penalty 3215.186490 = -1901637.442150
  nChanged 408
		SP:Iteration 12Q (83750.400000 sec): 3 clusters
  Score: Raw -1905030.431970 + Penalty 3215.186490 = -1901815.245480
  nChanged 376
		SP:Iteration 13Q (83750.730000 sec): 3 clusters
  Score: Raw -1905188.998298 + Penalty 3215.186490 = -1901973.811808
  nChanged 332
		SP:Iteration 14Q (83751.000000 sec): 3 clusters
  Score: Raw -1905326.996587 + Penalty 3215.186490 = -1902111.810098
  nChanged 290
		SP:Iteration 15Q (83751.300000 sec): 3 clusters
  Score: Raw -1905439.740621 + Penalty 3215.186490 = -1902224.554131
  nChanged 272
		SP:Iteration 16Q (83751.550000 sec): 3 clusters
  Score: Raw -1905544.733634 + Penalty 3215.186490 = -1902329.547144
  nChanged 261
		SP:Iteration 17Q (83751.850000 sec): 3 clusters
  Score: Raw -1905641.436420 + Penalty 3215.186490 = -1902426.249930
  nChanged 248
		SP:Iteration 18Q (83752.160000 sec): 3 clusters
  Score: Raw -1905736.575165 + Penalty 3215.186490 = -1902521.388675
  nChanged 223
		SP:Iteration 19Q (83752.400000 sec): 3 clusters
  Score: Raw -1905826.597438 + Penalty 3215.186490 = -1902611.410948
  nChanged 201
		SP:Iteration 20F (83752.650000 sec): 3 clusters
  Score: Raw -1905915.298481 + Penalty 3215.186490 = -1902700.111991
  nChanged 208
		SP:Iteration 21Q (83752.940000 sec): 3 clusters
  Score: Raw -1906017.988935 + Penalty 3215.186490 = -1902802.802445
  nChanged 214
		SP:Iteration 22Q (83753.240000 sec): 3 clusters
  Score: Raw -1906119.923590 + Penalty 3215.186490 = -1902904.737100
  nChanged 202
		SP:Iteration 23Q (83753.550000 sec): 3 clusters
  Score: Raw -1906223.720987 + Penalty 3215.186490 = -1903008.534497
  nChanged 200
		SP:Iteration 24Q (83753.780000 sec): 3 clusters
  Score: Raw -1906324.278059 + Penalty 3215.186490 = -1903109.091569
  nChanged 183
		SP:Iteration 25Q (83754.080000 sec): 3 clusters
  Score: Raw -1906411.091430 + Penalty 3215.186490 = -1903195.904940
  nChanged 158
		SP:Iteration 26Q (83754.320000 sec): 3 clusters
  Score: Raw -1906491.017398 + Penalty 3215.186490 = -1903275.830908
  nChanged 142
		SP:Iteration 27Q (83754.590000 sec): 3 clusters
  Score: Raw -1906566.227828 + Penalty 3215.186490 = -1903351.041338
  nChanged 144
		SP:Iteration 28Q (83754.880000 sec): 3 clusters
  Score: Raw -1906644.107102 + Penalty 3215.186490 = -1903428.920612
  nChanged 122
		SP:Iteration 29Q (83755.160000 sec): 3 clusters
  Score: Raw -1906702.713468 + Penalty 3215.186490 = -1903487.526978
  nChanged 77
		SP:Iteration 30Q (83755.490000 sec): 3 clusters
  Score: Raw -1906734.886527 + Penalty 3215.186490 = -1903519.700037
  nChanged 72
		SP:Iteration 31Q (83755.810000 sec): 3 clusters
  Score: Raw -1906764.133859 + Penalty 3215.186490 = -1903548.947369
  nChanged 66
		SP:Iteration 32Q (83756.080000 sec): 3 clusters
  Score: Raw -1906786.982151 + Penalty 3215.186490 = -1903571.795661
  nChanged 63
		SP:Iteration 33Q (83756.370000 sec): 3 clusters
  Score: Raw -1906813.996140 + Penalty 3215.186490 = -1903598.809651
  nChanged 53
		SP:Iteration 34Q (83756.640000 sec): 3 clusters
  Score: Raw -1906836.794035 + Penalty 3215.186490 = -1903621.607545
  nChanged 52
		SP:Iteration 35Q (83756.910000 sec): 3 clusters
  Score: Raw -1906863.225435 + Penalty 3215.186490 = -1903648.038945
  nChanged 40
		SP:Iteration 36Q (83757.230000 sec): 3 clusters
  Score: Raw -1906875.470789 + Penalty 3215.186490 = -1903660.284299
  nChanged 30
		SP:Iteration 37Q (83757.570000 sec): 3 clusters
  Score: Raw -1906887.958154 + Penalty 3215.186490 = -1903672.771665
  nChanged 28
		SP:Iteration 38Q (83757.830000 sec): 3 clusters
  Score: Raw -1906900.992022 + Penalty 3215.186490 = -1903685.805532
  nChanged 29
		SP:Iteration 39Q (83758.150000 sec): 3 clusters
  Score: Raw -1906916.677051 + Penalty 3215.186490 = -1903701.490561
  nChanged 41
		SP:Iteration 40F (83758.400000 sec): 3 clusters
  Score: Raw -1906933.038312 + Penalty 3215.186490 = -1903717.851822
  nChanged 37
		SP:Iteration 41Q (83758.710000 sec): 3 clusters
  Score: Raw -1906948.552613 + Penalty 3215.186490 = -1903733.366124
  nChanged 26
		SP:Iteration 42Q (83758.980000 sec): 3 clusters
  Score: Raw -1906958.244238 + Penalty 3215.186490 = -1903743.057749
  nChanged 25
		SP:Iteration 43Q (83759.250000 sec): 3 clusters
  Score: Raw -1906969.573722 + Penalty 3215.186490 = -1903754.387232
  nChanged 25
		SP:Iteration 44Q (83759.510000 sec): 3 clusters
  Score: Raw -1906982.536815 + Penalty 3215.186490 = -1903767.350325
  nChanged 24
		SP:Iteration 45Q (83759.790000 sec): 3 clusters
  Score: Raw -1906993.310211 + Penalty 3215.186490 = -1903778.123721
  nChanged 24
		SP:Iteration 46Q (83760.080000 sec): 3 clusters
  Score: Raw -1907001.824228 + Penalty 3215.186490 = -1903786.637738
  nChanged 23
		SP:Iteration 47Q (83760.350000 sec): 3 clusters
  Score: Raw -1907011.111631 + Penalty 3215.186490 = -1903795.925141
  nChanged 19
		SP:Iteration 48Q (83760.620000 sec): 3 clusters
  Score: Raw -1907017.278772 + Penalty 3215.186490 = -1903802.092282
  nChanged 19
		SP:Iteration 49Q (83760.870000 sec): 3 clusters
  Score: Raw -1907024.037677 + Penalty 3215.186490 = -1903808.851187
  nChanged 20
		SP:Iteration 50Q (83761.090000 sec): 3 clusters
  Score: Raw -1907032.615202 + Penalty 3215.186490 = -1903817.428713
  nChanged 25
		SP:Iteration 51Q (83761.420000 sec): 3 clusters
  Score: Raw -1907042.789122 + Penalty 3215.186490 = -1903827.602632
  nChanged 22
		SP:Iteration 52Q (83761.720000 sec): 3 clusters
  Score: Raw -1907050.966328 + Penalty 3215.186490 = -1903835.779838
  nChanged 20
		SP:Iteration 53Q (83761.960000 sec): 3 clusters
  Score: Raw -1907057.382551 + Penalty 3215.186490 = -1903842.196062
  nChanged 11
		SP:Iteration 54Q (83762.250000 sec): 3 clusters
  Score: Raw -1907061.041571 + Penalty 3215.186490 = -1903845.855081
  nChanged 11
		SP:Iteration 55Q (83762.490000 sec): 3 clusters
  Score: Raw -1907063.412215 + Penalty 3215.186490 = -1903848.225726
  nChanged 7
		SP:Iteration 56Q (83762.780000 sec): 3 clusters
  Score: Raw -1907065.873912 + Penalty 3215.186490 = -1903850.687422
  nChanged 6
		SP:Iteration 57Q (83763.060000 sec): 3 clusters
  Score: Raw -1907068.079295 + Penalty 3215.186490 = -1903852.892805
  nChanged 1
		SP:Iteration 58Q (83763.290000 sec): 3 clusters
  Score: Raw -1907068.381371 + Penalty 3215.186490 = -1903853.194881
  nChanged 3
		SP:Iteration 59Q (83763.550000 sec): 3 clusters
  Score: Raw -1907069.447443 + Penalty 3215.186490 = -1903854.260953
  nChanged 6
		SP:Iteration 60F (83763.860000 sec): 3 clusters
  Score: Raw -1907071.545674 + Penalty 3215.186490 = -1903856.359184
  nChanged 4
		SP:Iteration 61Q (83764.110000 sec): 3 clusters
  Score: Raw -1907072.896298 + Penalty 3215.186490 = -1903857.709809
  nChanged 1
		SP:Iteration 62Q (83764.430000 sec): 3 clusters
  Score: Raw -1907073.224435 + Penalty 3215.186490 = -1903858.037945
  nChanged 0
		SP:Iteration 63F (83764.690000 sec): 3 clusters
  Score: Raw -1907073.224435 + Penalty 3215.186490 = -1903858.037945
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83764.820000 sec): 2 clusters
  Score: Raw -1326886.577533 + Penalty 1522.346126 = -1325364.231407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83765.130000 sec): 3 clusters
  Score: Raw -1320133.475480 + Penalty 3044.692251 = -1317088.783229
  nChanged 5108
		SP:Iteration 1F (83765.350000 sec): 3 clusters
  Score: Raw -1322919.824738 + Penalty 3044.692251 = -1319875.132486
  nChanged 677
		SP:Iteration 2F (83765.620000 sec): 3 clusters
  Score: Raw -1323182.526824 + Penalty 3044.692251 = -1320137.834572
  nChanged 569
		SP:Iteration 3Q (83765.860000 sec): 3 clusters
  Score: Raw -1323391.745225 + Penalty 3044.692251 = -1320347.052974
  nChanged 471
		SP:Iteration 4Q (83766.080000 sec): 3 clusters
  Score: Raw -1323551.791481 + Penalty 3044.692251 = -1320507.099230
  nChanged 418
		SP:Iteration 5Q (83766.320000 sec): 3 clusters
  Score: Raw -1323714.047191 + Penalty 3044.692251 = -1320669.354939
  nChanged 394
		SP:Iteration 6Q (83766.490000 sec): 3 clusters
  Score: Raw -1323884.223634 + Penalty 3044.692251 = -1320839.531383
  nChanged 449
		SP:Iteration 7Q (83766.700000 sec): 3 clusters
  Score: Raw -1324124.874213 + Penalty 3044.692251 = -1321080.181962
  nChanged 501
		SP:Iteration 8Q (83766.930000 sec): 3 clusters
  Score: Raw -1324460.008597 + Penalty 3044.692251 = -1321415.316346
  nChanged 576
		SP:Iteration 9Q (83767.140000 sec): 3 clusters
  Score: Raw -1324854.704079 + Penalty 3044.692251 = -1321810.011827
  nChanged 583
		SP:Iteration 10Q (83767.400000 sec): 3 clusters
  Score: Raw -1325267.786442 + Penalty 3044.692251 = -1322223.094190
  nChanged 583
		SP:Iteration 11Q (83767.600000 sec): 3 clusters
  Score: Raw -1325685.823159 + Penalty 3044.692251 = -1322641.130908
  nChanged 520
		SP:Iteration 12Q (83767.810000 sec): 3 clusters
  Score: Raw -1326041.389838 + Penalty 3044.692251 = -1322996.697587
  nChanged 433
		SP:Iteration 13Q (83768.030000 sec): 3 clusters
  Score: Raw -1326320.166505 + Penalty 3044.692251 = -1323275.474253
  nChanged 337
		SP:Iteration 14Q (83768.280000 sec): 3 clusters
  Score: Raw -1326560.144007 + Penalty 3044.692251 = -1323515.451756
  nChanged 326
		SP:Iteration 15Q (83768.480000 sec): 3 clusters
  Score: Raw -1326816.358904 + Penalty 3044.692251 = -1323771.666653
  nChanged 299
		SP:Iteration 16Q (83768.720000 sec): 3 clusters
  Score: Raw -1327039.495362 + Penalty 3044.692251 = -1323994.803111
  nChanged 230
		SP:Iteration 17Q (83768.960000 sec): 3 clusters
  Score: Raw -1327222.438945 + Penalty 3044.692251 = -1324177.746694
  nChanged 192
		SP:Iteration 18Q (83769.150000 sec): 3 clusters
  Score: Raw -1327393.056846 + Penalty 3044.692251 = -1324348.364595
  nChanged 162
		SP:Iteration 19Q (83769.420000 sec): 3 clusters
  Score: Raw -1327555.719490 + Penalty 3044.692251 = -1324511.027239
  nChanged 119
		SP:Iteration 20F (83769.620000 sec): 3 clusters
  Score: Raw -1327665.663115 + Penalty 3044.692251 = -1324620.970864
  nChanged 85
		SP:Iteration 21Q (83769.840000 sec): 3 clusters
  Score: Raw -1327729.684215 + Penalty 3044.692251 = -1324684.991964
  nChanged 68
		SP:Iteration 22Q (83770.060000 sec): 3 clusters
  Score: Raw -1327779.813983 + Penalty 3044.692251 = -1324735.121732
  nChanged 55
		SP:Iteration 23Q (83770.320000 sec): 3 clusters
  Score: Raw -1327815.952080 + Penalty 3044.692251 = -1324771.259829
  nChanged 41
		SP:Iteration 24Q (83770.530000 sec): 3 clusters
  Score: Raw -1327835.287236 + Penalty 3044.692251 = -1324790.594985
  nChanged 22
		SP:Iteration 25Q (83770.740000 sec): 3 clusters
  Score: Raw -1327848.998420 + Penalty 3044.692251 = -1324804.306168
  nChanged 23
		SP:Iteration 26Q (83770.960000 sec): 3 clusters
  Score: Raw -1327860.746399 + Penalty 3044.692251 = -1324816.054147
  nChanged 17
		SP:Iteration 27Q (83771.190000 sec): 3 clusters
  Score: Raw -1327870.048598 + Penalty 3044.692251 = -1324825.356347
  nChanged 17
		SP:Iteration 28Q (83771.400000 sec): 3 clusters
  Score: Raw -1327879.147723 + Penalty 3044.692251 = -1324834.455472
  nChanged 14
		SP:Iteration 29Q (83771.610000 sec): 3 clusters
  Score: Raw -1327885.526554 + Penalty 3044.692251 = -1324840.834303
  nChanged 7
		SP:Iteration 30Q (83771.810000 sec): 3 clusters
  Score: Raw -1327889.881392 + Penalty 3044.692251 = -1324845.189141
  nChanged 9
		SP:Iteration 31Q (83772.060000 sec): 3 clusters
  Score: Raw -1327893.828790 + Penalty 3044.692251 = -1324849.136539
  nChanged 2
		SP:Iteration 32Q (83772.260000 sec): 3 clusters
  Score: Raw -1327894.471666 + Penalty 3044.692251 = -1324849.779415
  nChanged 0
		SP:Iteration 33F (83772.510000 sec): 3 clusters
  Score: Raw -1327894.471666 + Penalty 3044.692251 = -1324849.779415
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83772.590000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83772.790000 sec): 3 clusters
  Score: Raw -19323.743565 + Penalty 1726.791943 = -17596.951622
  nChanged 44
		SP:Iteration 1F (83773.000000 sec): 3 clusters
  Score: Raw -19532.839591 + Penalty 1726.791943 = -17806.047648
  nChanged 4
		SP:Iteration 2Q (83773.170000 sec): 3 clusters
  Score: Raw -19682.760228 + Penalty 1726.791943 = -17955.968284
  nChanged 5
		SP:Iteration 3Q (83773.360000 sec): 3 clusters
  Score: Raw -19701.280375 + Penalty 1726.791943 = -17974.488432
  nChanged 0
		SP:Iteration 4F (83773.570000 sec): 3 clusters
  Score: Raw -19701.280375 + Penalty 1726.791943 = -17974.488432
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83773.690000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83773.830000 sec): 3 clusters
  Score: Raw -59587.963730 + Penalty 2047.755383 = -57540.208347
  nChanged 137
		SP:Iteration 1F (83774.020000 sec): 3 clusters
  Score: Raw -59781.041911 + Penalty 2047.755383 = -57733.286528
  nChanged 35
		SP:Iteration 2F (83774.220000 sec): 3 clusters
  Score: Raw -59833.862882 + Penalty 2047.755383 = -57786.107499
  nChanged 20
		SP:Iteration 3Q (83774.390000 sec): 3 clusters
  Score: Raw -59872.132663 + Penalty 2047.755383 = -57824.377280
  nChanged 10
		SP:Iteration 4Q (83774.550000 sec): 3 clusters
  Score: Raw -59886.285681 + Penalty 2047.755383 = -57838.530297
  nChanged 11
		SP:Iteration 5Q (83774.720000 sec): 3 clusters
  Score: Raw -59899.949296 + Penalty 2047.755383 = -57852.193913
  nChanged 5
		SP:Iteration 6Q (83774.890000 sec): 3 clusters
  Score: Raw -59911.654216 + Penalty 2047.755383 = -57863.898833
  nChanged 7
		SP:Iteration 7Q (83775.040000 sec): 3 clusters
  Score: Raw -59921.876856 + Penalty 2047.755383 = -57874.121473
  nChanged 4
		SP:Iteration 8Q (83775.210000 sec): 3 clusters
  Score: Raw -59943.245584 + Penalty 2047.755383 = -57895.490201
  nChanged 6
		SP:Iteration 9Q (83775.380000 sec): 3 clusters
  Score: Raw -59961.353696 + Penalty 2047.755383 = -57913.598313
  nChanged 13
		SP:Iteration 10Q (83775.550000 sec): 3 clusters
  Score: Raw -59987.418336 + Penalty 2047.755383 = -57939.662953
  nChanged 13
		SP:Iteration 11Q (83775.770000 sec): 3 clusters
  Score: Raw -60009.272495 + Penalty 2047.755383 = -57961.517112
  nChanged 4
		SP:Iteration 12Q (83775.890000 sec): 3 clusters
  Score: Raw -60014.942608 + Penalty 2047.755383 = -57967.187225
  nChanged 1
		SP:Iteration 13Q (83776.090000 sec): 3 clusters
  Score: Raw -60018.417399 + Penalty 2047.755383 = -57970.662016
  nChanged 2
		SP:Iteration 14Q (83776.300000 sec): 3 clusters
  Score: Raw -60020.330508 + Penalty 2047.755383 = -57972.575125
  nChanged 2
		SP:Iteration 15Q (83776.500000 sec): 3 clusters
  Score: Raw -60022.342525 + Penalty 2047.755383 = -57974.587142
  nChanged 1
		SP:Iteration 16Q (83776.650000 sec): 3 clusters
  Score: Raw -60023.210809 + Penalty 2047.755383 = -57975.455426
  nChanged 3
		SP:Iteration 17Q (83776.810000 sec): 3 clusters
  Score: Raw -60027.678663 + Penalty 2047.755383 = -57979.923279
  nChanged 4
		SP:Iteration 18Q (83776.990000 sec): 3 clusters
  Score: Raw -60030.589913 + Penalty 2047.755383 = -57982.834530
  nChanged 2
		SP:Iteration 19Q (83777.210000 sec): 3 clusters
  Score: Raw -60033.279697 + Penalty 2047.755383 = -57985.524314
  nChanged 1
		SP:Iteration 20F (83777.370000 sec): 3 clusters
  Score: Raw -60034.578139 + Penalty 2047.755383 = -57986.822756
  nChanged 1
		SP:Iteration 21Q (83777.570000 sec): 3 clusters
  Score: Raw -60036.431142 + Penalty 2047.755383 = -57988.675758
  nChanged 0
		SP:Iteration 22F (83777.750000 sec): 3 clusters
  Score: Raw -60036.431142 + Penalty 2047.755383 = -57988.675758
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83777.800000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83777.990000 sec): 3 clusters
  Score: Raw -16774.130363 + Penalty 1663.347989 = -15110.782374
  nChanged 20
		SP:Iteration 1F (83778.180000 sec): 3 clusters
  Score: Raw -16836.206531 + Penalty 1663.347989 = -15172.858542
  nChanged 7
		SP:Iteration 2Q (83778.320000 sec): 3 clusters
  Score: Raw -16873.229138 + Penalty 1663.347989 = -15209.881149
  nChanged 3
		SP:Iteration 3Q (83778.520000 sec): 3 clusters
  Score: Raw -16885.172000 + Penalty 1663.347989 = -15221.824011
  nChanged 1
		SP:Iteration 4Q (83778.640000 sec): 3 clusters
  Score: Raw -16892.011689 + Penalty 1663.347989 = -15228.663700
  nChanged 1
		SP:Iteration 5Q (83778.830000 sec): 3 clusters
  Score: Raw -16896.088681 + Penalty 1663.347989 = -15232.740692
  nChanged 1
		SP:Iteration 6Q (83778.990000 sec): 3 clusters
  Score: Raw -16898.390653 + Penalty 1663.347989 = -15235.042664
  nChanged 0
		SP:Iteration 7F (83779.210000 sec): 3 clusters
  Score: Raw -16898.390653 + Penalty 1663.347989 = -15235.042664
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83779.430000 sec): 2 clusters
  Score: Raw -2075581.091408 + Penalty 1608.436849 = -2073972.654558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83779.710000 sec): 3 clusters
  Score: Raw -2063650.055529 + Penalty 3216.873699 = -2060433.181830
  nChanged 8928
		SP:Iteration 1F (83779.980000 sec): 3 clusters
  Score: Raw -2068744.116135 + Penalty 3216.873699 = -2065527.242436
  nChanged 1099
		SP:Iteration 2F (83780.260000 sec): 3 clusters
  Score: Raw -2069196.268018 + Penalty 3216.873699 = -2065979.394319
  nChanged 1064
		SP:Iteration 3F (83780.530000 sec): 3 clusters
  Score: Raw -2069637.196998 + Penalty 3216.873699 = -2066420.323299
  nChanged 1004
		SP:Iteration 4F (83780.830000 sec): 3 clusters
  Score: Raw -2070073.287703 + Penalty 3216.873699 = -2066856.414004
  nChanged 1021
		SP:Iteration 5F (83781.140000 sec): 3 clusters
  Score: Raw -2070530.324778 + Penalty 3216.873699 = -2067313.451079
  nChanged 997
		SP:Iteration 6F (83781.400000 sec): 3 clusters
  Score: Raw -2071055.746477 + Penalty 3216.873699 = -2067838.872778
  nChanged 999
		SP:Iteration 7F (83781.710000 sec): 3 clusters
  Score: Raw -2071642.554607 + Penalty 3216.873699 = -2068425.680908
  nChanged 1020
		SP:Iteration 8F (83781.990000 sec): 3 clusters
  Score: Raw -2072377.600234 + Penalty 3216.873699 = -2069160.726535
  nChanged 993
		SP:Iteration 9Q (83782.330000 sec): 3 clusters
  Score: Raw -2073157.001975 + Penalty 3216.873699 = -2069940.128276
  nChanged 839
		SP:Iteration 10Q (83782.610000 sec): 3 clusters
  Score: Raw -2073840.201028 + Penalty 3216.873699 = -2070623.327329
  nChanged 713
		SP:Iteration 11Q (83782.880000 sec): 3 clusters
  Score: Raw -2074432.202859 + Penalty 3216.873699 = -2071215.329160
  nChanged 528
		SP:Iteration 12Q (83783.100000 sec): 3 clusters
  Score: Raw -2074861.187809 + Penalty 3216.873699 = -2071644.314110
  nChanged 370
		SP:Iteration 13Q (83783.400000 sec): 3 clusters
  Score: Raw -2075106.362818 + Penalty 3216.873699 = -2071889.489119
  nChanged 261
		SP:Iteration 14Q (83783.610000 sec): 3 clusters
  Score: Raw -2075263.678379 + Penalty 3216.873699 = -2072046.804680
  nChanged 189
		SP:Iteration 15Q (83783.910000 sec): 3 clusters
  Score: Raw -2075380.985790 + Penalty 3216.873699 = -2072164.112091
  nChanged 178
		SP:Iteration 16Q (83784.170000 sec): 3 clusters
  Score: Raw -2075493.184215 + Penalty 3216.873699 = -2072276.310516
  nChanged 142
		SP:Iteration 17Q (83784.430000 sec): 3 clusters
  Score: Raw -2075575.546733 + Penalty 3216.873699 = -2072358.673034
  nChanged 111
		SP:Iteration 18Q (83784.690000 sec): 3 clusters
  Score: Raw -2075637.350454 + Penalty 3216.873699 = -2072420.476755
  nChanged 72
		SP:Iteration 19Q (83784.960000 sec): 3 clusters
  Score: Raw -2075676.927463 + Penalty 3216.873699 = -2072460.053764
  nChanged 67
		SP:Iteration 20F (83785.290000 sec): 3 clusters
  Score: Raw -2075721.173754 + Penalty 3216.873699 = -2072504.300055
  nChanged 61
		SP:Iteration 21Q (83785.600000 sec): 3 clusters
  Score: Raw -2075762.195749 + Penalty 3216.873699 = -2072545.322050
  nChanged 51
		SP:Iteration 22Q (83785.890000 sec): 3 clusters
  Score: Raw -2075793.582937 + Penalty 3216.873699 = -2072576.709238
  nChanged 37
		SP:Iteration 23Q (83786.160000 sec): 3 clusters
  Score: Raw -2075817.403603 + Penalty 3216.873699 = -2072600.529905
  nChanged 43
		SP:Iteration 24Q (83786.430000 sec): 3 clusters
  Score: Raw -2075839.135094 + Penalty 3216.873699 = -2072622.261395
  nChanged 32
		SP:Iteration 25Q (83786.690000 sec): 3 clusters
  Score: Raw -2075858.638315 + Penalty 3216.873699 = -2072641.764616
  nChanged 25
		SP:Iteration 26Q (83786.940000 sec): 3 clusters
  Score: Raw -2075874.148115 + Penalty 3216.873699 = -2072657.274416
  nChanged 26
		SP:Iteration 27Q (83787.150000 sec): 3 clusters
  Score: Raw -2075891.688629 + Penalty 3216.873699 = -2072674.814930
  nChanged 20
		SP:Iteration 28Q (83787.430000 sec): 3 clusters
  Score: Raw -2075905.280862 + Penalty 3216.873699 = -2072688.407163
  nChanged 25
		SP:Iteration 29Q (83787.680000 sec): 3 clusters
  Score: Raw -2075920.433561 + Penalty 3216.873699 = -2072703.559862
  nChanged 19
		SP:Iteration 30Q (83787.970000 sec): 3 clusters
  Score: Raw -2075932.984376 + Penalty 3216.873699 = -2072716.110677
  nChanged 18
		SP:Iteration 31Q (83788.270000 sec): 3 clusters
  Score: Raw -2075944.600679 + Penalty 3216.873699 = -2072727.726981
  nChanged 18
		SP:Iteration 32Q (83788.500000 sec): 3 clusters
  Score: Raw -2075952.440330 + Penalty 3216.873699 = -2072735.566631
  nChanged 7
		SP:Iteration 33Q (83788.680000 sec): 3 clusters
  Score: Raw -2075956.972956 + Penalty 3216.873699 = -2072740.099257
  nChanged 3
		SP:Iteration 34Q (83788.920000 sec): 3 clusters
  Score: Raw -2075958.978583 + Penalty 3216.873699 = -2072742.104884
  nChanged 6
		SP:Iteration 35Q (83789.180000 sec): 3 clusters
  Score: Raw -2075961.761462 + Penalty 3216.873699 = -2072744.887763
  nChanged 4
		SP:Iteration 36Q (83789.440000 sec): 3 clusters
  Score: Raw -2075963.446120 + Penalty 3216.873699 = -2072746.572421
  nChanged 2
		SP:Iteration 37Q (83789.660000 sec): 3 clusters
  Score: Raw -2075964.313855 + Penalty 3216.873699 = -2072747.440156
  nChanged 2
		SP:Iteration 38Q (83789.890000 sec): 3 clusters
  Score: Raw -2075965.107153 + Penalty 3216.873699 = -2072748.233454
  nChanged 2
		SP:Iteration 39Q (83790.120000 sec): 3 clusters
  Score: Raw -2075966.431335 + Penalty 3216.873699 = -2072749.557636
  nChanged 2
		SP:Iteration 40F (83790.410000 sec): 3 clusters
  Score: Raw -2075967.765355 + Penalty 3216.873699 = -2072750.891656
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (27752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83790.590000 sec): 2 clusters
  Score: Raw -2939736.048238 + Penalty 1662.547768 = -2938073.500470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83790.870000 sec): 3 clusters
  Score: Raw -2922593.346671 + Penalty 3325.095536 = -2919268.251134
  nChanged 12889
		SP:Iteration 1F (83791.230000 sec): 3 clusters
  Score: Raw -2930156.046142 + Penalty 3325.095536 = -2926830.950606
  nChanged 1697
		SP:Iteration 2F (83791.520000 sec): 3 clusters
  Score: Raw -2931077.786631 + Penalty 3325.095536 = -2927752.691095
  nChanged 1817
		SP:Iteration 3F (83791.830000 sec): 3 clusters
  Score: Raw -2932262.759768 + Penalty 3325.095536 = -2928937.664232
  nChanged 1854
		SP:Iteration 4F (83792.130000 sec): 3 clusters
  Score: Raw -2933601.088276 + Penalty 3325.095536 = -2930275.992739
  nChanged 1860
		SP:Iteration 5F (83792.500000 sec): 3 clusters
  Score: Raw -2935015.388316 + Penalty 3325.095536 = -2931690.292779
  nChanged 1689
		SP:Iteration 6F (83792.800000 sec): 3 clusters
  Score: Raw -2936282.569964 + Penalty 3325.095536 = -2932957.474427
  nChanged 1489
		SP:Iteration 7F (83793.080000 sec): 3 clusters
  Score: Raw -2937281.104505 + Penalty 3325.095536 = -2933956.008969
  nChanged 1165
		SP:Iteration 8Q (83793.430000 sec): 3 clusters
  Score: Raw -2937952.074921 + Penalty 3325.095536 = -2934626.979385
  nChanged 842
		SP:Iteration 9Q (83793.690000 sec): 3 clusters
  Score: Raw -2938371.821888 + Penalty 3325.095536 = -2935046.726351
  nChanged 618
		SP:Iteration 10Q (83793.990000 sec): 3 clusters
  Score: Raw -2938619.051849 + Penalty 3325.095536 = -2935293.956313
  nChanged 465
		SP:Iteration 11Q (83794.300000 sec): 3 clusters
  Score: Raw -2938783.716036 + Penalty 3325.095536 = -2935458.620500
  nChanged 426
		SP:Iteration 12Q (83794.600000 sec): 3 clusters
  Score: Raw -2938924.240489 + Penalty 3325.095536 = -2935599.144953
  nChanged 381
		SP:Iteration 13Q (83794.920000 sec): 3 clusters
  Score: Raw -2939044.625589 + Penalty 3325.095536 = -2935719.530053
  nChanged 360
		SP:Iteration 14Q (83795.230000 sec): 3 clusters
  Score: Raw -2939148.007952 + Penalty 3325.095536 = -2935822.912416
  nChanged 306
		SP:Iteration 15Q (83795.520000 sec): 3 clusters
  Score: Raw -2939235.124505 + Penalty 3325.095536 = -2935910.028969
  nChanged 263
		SP:Iteration 16Q (83795.830000 sec): 3 clusters
  Score: Raw -2939300.994752 + Penalty 3325.095536 = -2935975.899215
  nChanged 248
		SP:Iteration 17Q (83796.130000 sec): 3 clusters
  Score: Raw -2939350.082653 + Penalty 3325.095536 = -2936024.987117
  nChanged 203
		SP:Iteration 18Q (83796.370000 sec): 3 clusters
  Score: Raw -2939383.575059 + Penalty 3325.095536 = -2936058.479523
  nChanged 159
		SP:Iteration 19Q (83796.670000 sec): 3 clusters
  Score: Raw -2939406.940314 + Penalty 3325.095536 = -2936081.844778
  nChanged 120
		SP:Iteration 20F (83796.990000 sec): 3 clusters
  Score: Raw -2939426.372160 + Penalty 3325.095536 = -2936101.276624
  nChanged 118
		SP:Iteration 21Q (83797.290000 sec): 3 clusters
  Score: Raw -2939445.358924 + Penalty 3325.095536 = -2936120.263387
  nChanged 121
		SP:Iteration 22Q (83797.610000 sec): 3 clusters
  Score: Raw -2939464.540722 + Penalty 3325.095536 = -2936139.445186
  nChanged 93
		SP:Iteration 23Q (83797.890000 sec): 3 clusters
  Score: Raw -2939477.482687 + Penalty 3325.095536 = -2936152.387151
  nChanged 88
		SP:Iteration 24Q (83798.220000 sec): 3 clusters
  Score: Raw -2939487.674093 + Penalty 3325.095536 = -2936162.578557
  nChanged 79
		SP:Iteration 25Q (83798.520000 sec): 3 clusters
  Score: Raw -2939496.266706 + Penalty 3325.095536 = -2936171.171169
  nChanged 69
		SP:Iteration 26Q (83798.860000 sec): 3 clusters
  Score: Raw -2939503.991909 + Penalty 3325.095536 = -2936178.896372
  nChanged 69
		SP:Iteration 27Q (83799.180000 sec): 3 clusters
  Score: Raw -2939511.455667 + Penalty 3325.095536 = -2936186.360130
  nChanged 63
		SP:Iteration 28Q (83799.510000 sec): 3 clusters
  Score: Raw -2939518.777907 + Penalty 3325.095536 = -2936193.682371
  nChanged 80
		SP:Iteration 29Q (83799.810000 sec): 3 clusters
  Score: Raw -2939527.028263 + Penalty 3325.095536 = -2936201.932727
  nChanged 64
		SP:Iteration 30Q (83800.070000 sec): 3 clusters
  Score: Raw -2939533.236701 + Penalty 3325.095536 = -2936208.141164
  nChanged 58
		SP:Iteration 31Q (83800.370000 sec): 3 clusters
  Score: Raw -2939538.797904 + Penalty 3325.095536 = -2936213.702368
  nChanged 59
		SP:Iteration 32Q (83800.660000 sec): 3 clusters
  Score: Raw -2939544.392753 + Penalty 3325.095536 = -2936219.297217
  nChanged 47
		SP:Iteration 33Q (83800.940000 sec): 3 clusters
  Score: Raw -2939548.225891 + Penalty 3325.095536 = -2936223.130355
  nChanged 47
		SP:Iteration 34Q (83801.270000 sec): 3 clusters
  Score: Raw -2939552.440921 + Penalty 3325.095536 = -2936227.345385
  nChanged 43
		SP:Iteration 35Q (83801.560000 sec): 3 clusters
  Score: Raw -2939555.266265 + Penalty 3325.095536 = -2936230.170728
  nChanged 33
		SP:Iteration 36Q (83801.830000 sec): 3 clusters
  Score: Raw -2939557.159089 + Penalty 3325.095536 = -2936232.063552
  nChanged 29
		SP:Iteration 37Q (83802.120000 sec): 3 clusters
  Score: Raw -2939559.139637 + Penalty 3325.095536 = -2936234.044101
  nChanged 26
		SP:Iteration 38Q (83802.430000 sec): 3 clusters
  Score: Raw -2939560.679269 + Penalty 3325.095536 = -2936235.583733
  nChanged 25
		SP:Iteration 39Q (83802.700000 sec): 3 clusters
  Score: Raw -2939562.358334 + Penalty 3325.095536 = -2936237.262797
  nChanged 23
		SP:Iteration 40F (83803.020000 sec): 3 clusters
  Score: Raw -2939563.836125 + Penalty 3325.095536 = -2936238.740589
  nChanged 20
		SP:Iteration 41Q (83803.340000 sec): 3 clusters
  Score: Raw -2939565.106145 + Penalty 3325.095536 = -2936240.010608
  nChanged 27
		SP:Iteration 42Q (83803.620000 sec): 3 clusters
  Score: Raw -2939566.747415 + Penalty 3325.095536 = -2936241.651879
  nChanged 17
		SP:Iteration 43Q (83803.910000 sec): 3 clusters
  Score: Raw -2939567.598436 + Penalty 3325.095536 = -2936242.502900
  nChanged 17
		SP:Iteration 44Q (83804.220000 sec): 3 clusters
  Score: Raw -2939568.187568 + Penalty 3325.095536 = -2936243.092031
  nChanged 13
		SP:Iteration 45Q (83804.510000 sec): 3 clusters
  Score: Raw -2939568.791960 + Penalty 3325.095536 = -2936243.696424
  nChanged 11
		SP:Iteration 46Q (83804.800000 sec): 3 clusters
  Score: Raw -2939569.301599 + Penalty 3325.095536 = -2936244.206063
  nChanged 10
		SP:Iteration 47Q (83805.080000 sec): 3 clusters
  Score: Raw -2939569.616753 + Penalty 3325.095536 = -2936244.521216
  nChanged 5
		SP:Iteration 48Q (83805.350000 sec): 3 clusters
  Score: Raw -2939569.738064 + Penalty 3325.095536 = -2936244.642528
  nChanged 0
		SP:Iteration 49F (83805.670000 sec): 3 clusters
  Score: Raw -2939569.738064 + Penalty 3325.095536 = -2936244.642528
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83805.790000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83805.980000 sec): 3 clusters
  Score: Raw -55584.630363 + Penalty 2015.165482 = -53569.464881
  nChanged 131
		SP:Iteration 1F (83806.210000 sec): 3 clusters
  Score: Raw -55762.804900 + Penalty 2015.165482 = -53747.639419
  nChanged 35
		SP:Iteration 2F (83806.390000 sec): 3 clusters
  Score: Raw -55812.330192 + Penalty 2015.165482 = -53797.164710
  nChanged 11
		SP:Iteration 3Q (83806.580000 sec): 3 clusters
  Score: Raw -55828.352406 + Penalty 2015.165482 = -53813.186924
  nChanged 6
		SP:Iteration 4Q (83806.770000 sec): 3 clusters
  Score: Raw -55838.956968 + Penalty 2015.165482 = -53823.791486
  nChanged 4
		SP:Iteration 5Q (83806.960000 sec): 3 clusters
  Score: Raw -55844.204480 + Penalty 2015.165482 = -53829.038998
  nChanged 5
		SP:Iteration 6Q (83807.140000 sec): 3 clusters
  Score: Raw -55848.986312 + Penalty 2015.165482 = -53833.820830
  nChanged 3
		SP:Iteration 7Q (83807.340000 sec): 3 clusters
  Score: Raw -55853.207392 + Penalty 2015.165482 = -53838.041911
  nChanged 4
		SP:Iteration 8Q (83807.500000 sec): 3 clusters
  Score: Raw -55861.299765 + Penalty 2015.165482 = -53846.134284
  nChanged 1
		SP:Iteration 9Q (83807.670000 sec): 3 clusters
  Score: Raw -55862.395212 + Penalty 2015.165482 = -53847.229731
  nChanged 1
		SP:Iteration 10Q (83807.870000 sec): 3 clusters
  Score: Raw -55865.838802 + Penalty 2015.165482 = -53850.673320
  nChanged 1
		SP:Iteration 11Q (83808.060000 sec): 3 clusters
  Score: Raw -55867.441532 + Penalty 2015.165482 = -53852.276051
  nChanged 0
		SP:Iteration 12F (83808.200000 sec): 3 clusters
  Score: Raw -55867.441532 + Penalty 2015.165482 = -53852.276051
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83808.300000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83808.450000 sec): 3 clusters
  Score: Raw -48682.873988 + Penalty 1948.846929 = -46734.027059
  nChanged 83
		SP:Iteration 1F (83808.610000 sec): 3 clusters
  Score: Raw -48849.242418 + Penalty 1948.846929 = -46900.395489
  nChanged 27
		SP:Iteration 2F (83808.850000 sec): 3 clusters
  Score: Raw -48904.270792 + Penalty 1948.846929 = -46955.423863
  nChanged 15
		SP:Iteration 3Q (83809.020000 sec): 3 clusters
  Score: Raw -48950.261345 + Penalty 1948.846929 = -47001.414416
  nChanged 16
		SP:Iteration 4Q (83809.190000 sec): 3 clusters
  Score: Raw -48999.598401 + Penalty 1948.846929 = -47050.751472
  nChanged 13
		SP:Iteration 5Q (83809.310000 sec): 3 clusters
  Score: Raw -49033.820663 + Penalty 1948.846929 = -47084.973734
  nChanged 6
		SP:Iteration 6Q (83809.460000 sec): 3 clusters
  Score: Raw -49047.888373 + Penalty 1948.846929 = -47099.041445
  nChanged 5
		SP:Iteration 7Q (83809.650000 sec): 3 clusters
  Score: Raw -49058.988392 + Penalty 1948.846929 = -47110.141463
  nChanged 2
		SP:Iteration 8Q (83809.840000 sec): 3 clusters
  Score: Raw -49064.458807 + Penalty 1948.846929 = -47115.611878
  nChanged 5
		SP:Iteration 9Q (83809.980000 sec): 3 clusters
  Score: Raw -49072.825778 + Penalty 1948.846929 = -47123.978849
  nChanged 0
		SP:Iteration 10F (83810.120000 sec): 3 clusters
  Score: Raw -49072.825778 + Penalty 1948.846929 = -47123.978849
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (330105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83811.640000 sec): 2 clusters
  Score: Raw -37518768.280134 + Penalty 2064.914486 = -37516703.365648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83813.190000 sec): 3 clusters
  Score: Raw -37297810.553754 + Penalty 4129.828971 = -37293680.724783
  nChanged 160986
		SP:Iteration 1F (83814.590000 sec): 3 clusters
  Score: Raw -37396365.822498 + Penalty 4129.828971 = -37392235.993526
  nChanged 12099
		SP:Iteration 2Q (83816.060000 sec): 3 clusters
  Score: Raw -37399750.343939 + Penalty 4129.828971 = -37395620.514968
  nChanged 13328
		SP:Iteration 3Q (83817.570000 sec): 3 clusters
  Score: Raw -37404076.405682 + Penalty 4129.828971 = -37399946.576711
  nChanged 15303
		SP:Iteration 4Q (83819.190000 sec): 3 clusters
  Score: Raw -37409869.712659 + Penalty 4129.828971 = -37405739.883688
  nChanged 17324
		SP:Iteration 5F (83820.700000 sec): 3 clusters
  Score: Raw -37417647.564399 + Penalty 4129.828971 = -37413517.735428
  nChanged 19751
		SP:Iteration 6F (83822.190000 sec): 3 clusters
  Score: Raw -37428190.234924 + Penalty 4129.828971 = -37424060.405953
  nChanged 21789
		SP:Iteration 7F (83823.680000 sec): 3 clusters
  Score: Raw -37442063.988978 + Penalty 4129.828971 = -37437934.160007
  nChanged 22767
		SP:Iteration 8F (83825.160000 sec): 3 clusters
  Score: Raw -37458833.717462 + Penalty 4129.828971 = -37454703.888491
  nChanged 21821
		SP:Iteration 9F (83826.690000 sec): 3 clusters
  Score: Raw -37476742.542114 + Penalty 4129.828971 = -37472612.713143
  nChanged 18286
		SP:Iteration 10F (83828.240000 sec): 3 clusters
  Score: Raw -37492725.231106 + Penalty 4129.828971 = -37488595.402135
  nChanged 13030
		SP:Iteration 11Q (83829.800000 sec): 3 clusters
  Score: Raw -37504359.853282 + Penalty 4129.828971 = -37500230.024311
  nChanged 8158
		SP:Iteration 12Q (83831.280000 sec): 3 clusters
  Score: Raw -37511707.751978 + Penalty 4129.828971 = -37507577.923007
  nChanged 4431
		SP:Iteration 13Q (83832.710000 sec): 3 clusters
  Score: Raw -37515509.881397 + Penalty 4129.828971 = -37511380.052426
  nChanged 2395
		SP:Iteration 14Q (83834.180000 sec): 3 clusters
  Score: Raw -37517395.143780 + Penalty 4129.828971 = -37513265.314809
  nChanged 1408
		SP:Iteration 15Q (83835.670000 sec): 3 clusters
  Score: Raw -37518411.550656 + Penalty 4129.828971 = -37514281.721685
  nChanged 952
		SP:Iteration 16Q (83837.140000 sec): 3 clusters
  Score: Raw -37519079.539286 + Penalty 4129.828971 = -37514949.710315
  nChanged 658
		SP:Iteration 17Q (83838.560000 sec): 3 clusters
  Score: Raw -37519527.647075 + Penalty 4129.828971 = -37515397.818104
  nChanged 475
		SP:Iteration 18Q (83840.000000 sec): 3 clusters
  Score: Raw -37519820.660383 + Penalty 4129.828971 = -37515690.831412
  nChanged 377
		SP:Iteration 19Q (83841.430000 sec): 3 clusters
  Score: Raw -37520036.212912 + Penalty 4129.828971 = -37515906.383941
  nChanged 327
		SP:Iteration 20F (83843.060000 sec): 3 clusters
  Score: Raw -37520204.375349 + Penalty 4129.828971 = -37516074.546378
  nChanged 255
		SP:Iteration 21Q (83844.390000 sec): 3 clusters
  Score: Raw -37520319.029853 + Penalty 4129.828971 = -37516189.200882
  nChanged 192
		SP:Iteration 22Q (83845.810000 sec): 3 clusters
  Score: Raw -37520378.373580 + Penalty 4129.828971 = -37516248.544609
  nChanged 157
		SP:Iteration 23Q (83847.190000 sec): 3 clusters
  Score: Raw -37520418.782782 + Penalty 4129.828971 = -37516288.953811
  nChanged 129
		SP:Iteration 24Q (83848.520000 sec): 3 clusters
  Score: Raw -37520443.926021 + Penalty 4129.828971 = -37516314.097050
  nChanged 85
		SP:Iteration 25Q (83849.820000 sec): 3 clusters
  Score: Raw -37520460.444534 + Penalty 4129.828971 = -37516330.615563
  nChanged 61
		SP:Iteration 26Q (83851.210000 sec): 3 clusters
  Score: Raw -37520471.245105 + Penalty 4129.828971 = -37516341.416134
  nChanged 55
		SP:Iteration 27Q (83852.590000 sec): 3 clusters
  Score: Raw -37520479.109237 + Penalty 4129.828971 = -37516349.280266
  nChanged 48
		SP:Iteration 28Q (83853.920000 sec): 3 clusters
  Score: Raw -37520484.804638 + Penalty 4129.828971 = -37516354.975667
  nChanged 33
		SP:Iteration 29Q (83855.300000 sec): 3 clusters
  Score: Raw -37520488.603845 + Penalty 4129.828971 = -37516358.774874
  nChanged 35
		SP:Iteration 30Q (83856.690000 sec): 3 clusters
  Score: Raw -37520493.253045 + Penalty 4129.828971 = -37516363.424074
  nChanged 37
		SP:Iteration 31Q (83858.060000 sec): 3 clusters
  Score: Raw -37520497.941553 + Penalty 4129.828971 = -37516368.112582
  nChanged 30
		SP:Iteration 32Q (83859.310000 sec): 3 clusters
  Score: Raw -37520501.328858 + Penalty 4129.828971 = -37516371.499887
  nChanged 23
		SP:Iteration 33Q (83860.630000 sec): 3 clusters
  Score: Raw -37520504.428370 + Penalty 4129.828971 = -37516374.599399
  nChanged 20
		SP:Iteration 34Q (83861.910000 sec): 3 clusters
  Score: Raw -37520507.390272 + Penalty 4129.828971 = -37516377.561301
  nChanged 19
		SP:Iteration 35Q (83863.260000 sec): 3 clusters
  Score: Raw -37520509.209645 + Penalty 4129.828971 = -37516379.380674
  nChanged 9
		SP:Iteration 36Q (83864.580000 sec): 3 clusters
  Score: Raw -37520510.403453 + Penalty 4129.828971 = -37516380.574482
  nChanged 16
		SP:Iteration 37Q (83865.980000 sec): 3 clusters
  Score: Raw -37520512.502281 + Penalty 4129.828971 = -37516382.673310
  nChanged 15
		SP:Iteration 38Q (83867.250000 sec): 3 clusters
  Score: Raw -37520513.899722 + Penalty 4129.828971 = -37516384.070751
  nChanged 11
		SP:Iteration 39Q (83868.470000 sec): 3 clusters
  Score: Raw -37520514.977962 + Penalty 4129.828971 = -37516385.148991
  nChanged 8
		SP:Iteration 40F (83869.950000 sec): 3 clusters
  Score: Raw -37520515.705453 + Penalty 4129.828971 = -37516385.876482
  nChanged 6
		SP:Iteration 41Q (83871.220000 sec): 3 clusters
  Score: Raw -37520516.235789 + Penalty 4129.828971 = -37516386.406818
  nChanged 9
		SP:Iteration 42Q (83872.570000 sec): 3 clusters
  Score: Raw -37520517.205705 + Penalty 4129.828971 = -37516387.376734
  nChanged 8
		SP:Iteration 43Q (83873.860000 sec): 3 clusters
  Score: Raw -37520517.799759 + Penalty 4129.828971 = -37516387.970788
  nChanged 4
		SP:Iteration 44Q (83875.220000 sec): 3 clusters
  Score: Raw -37520518.144334 + Penalty 4129.828971 = -37516388.315363
  nChanged 5
		SP:Iteration 45Q (83876.550000 sec): 3 clusters
  Score: Raw -37520518.493275 + Penalty 4129.828971 = -37516388.664304
  nChanged 1
		SP:Iteration 46Q (83877.930000 sec): 3 clusters
  Score: Raw -37520518.558459 + Penalty 4129.828971 = -37516388.729488
  nChanged 1
		SP:Iteration 47Q (83879.280000 sec): 3 clusters
  Score: Raw -37520518.615864 + Penalty 4129.828971 = -37516388.786893
  nChanged 0
		SP:Iteration 48F (83880.760000 sec): 3 clusters
  Score: Raw -37520518.615864 + Penalty 4129.828971 = -37516388.786893
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (74718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83881.290000 sec): 2 clusters
  Score: Raw -8290309.870838 + Penalty 1823.489900 = -8288486.380938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83881.840000 sec): 3 clusters
  Score: Raw -8242204.543491 + Penalty 3646.979799 = -8238557.563692
  nChanged 35507
		SP:Iteration 1F (83882.400000 sec): 3 clusters
  Score: Raw -8262891.558280 + Penalty 3646.979799 = -8259244.578480
  nChanged 3040
		SP:Iteration 2Q (83882.990000 sec): 3 clusters
  Score: Raw -8263865.243220 + Penalty 3646.979799 = -8260218.263420
  nChanged 3295
		SP:Iteration 3Q (83883.620000 sec): 3 clusters
  Score: Raw -8265123.157448 + Penalty 3646.979799 = -8261476.177648
  nChanged 3756
		SP:Iteration 4F (83884.190000 sec): 3 clusters
  Score: Raw -8266804.876230 + Penalty 3646.979799 = -8263157.896430
  nChanged 4066
		SP:Iteration 5F (83884.780000 sec): 3 clusters
  Score: Raw -8268671.781162 + Penalty 3646.979799 = -8265024.801363
  nChanged 4128
		SP:Iteration 6F (83885.440000 sec): 3 clusters
  Score: Raw -8270568.798595 + Penalty 3646.979799 = -8266921.818795
  nChanged 3960
		SP:Iteration 7F (83886.030000 sec): 3 clusters
  Score: Raw -8272279.235396 + Penalty 3646.979799 = -8268632.255597
  nChanged 3579
		SP:Iteration 8Q (83886.640000 sec): 3 clusters
  Score: Raw -8273853.183220 + Penalty 3646.979799 = -8270206.203420
  nChanged 3300
		SP:Iteration 9Q (83887.260000 sec): 3 clusters
  Score: Raw -8275367.754001 + Penalty 3646.979799 = -8271720.774202
  nChanged 3120
		SP:Iteration 10Q (83887.870000 sec): 3 clusters
  Score: Raw -8276895.008743 + Penalty 3646.979799 = -8273248.028943
  nChanged 2851
		SP:Iteration 11Q (83888.480000 sec): 3 clusters
  Score: Raw -8278561.919565 + Penalty 3646.979799 = -8274914.939766
  nChanged 2858
		SP:Iteration 12Q (83889.100000 sec): 3 clusters
  Score: Raw -8280323.861113 + Penalty 3646.979799 = -8276676.881314
  nChanged 2600
		SP:Iteration 13Q (83889.710000 sec): 3 clusters
  Score: Raw -8281866.315557 + Penalty 3646.979799 = -8278219.335757
  nChanged 2294
		SP:Iteration 14Q (83890.270000 sec): 3 clusters
  Score: Raw -8283020.326337 + Penalty 3646.979799 = -8279373.346537
  nChanged 1890
		SP:Iteration 15Q (83890.820000 sec): 3 clusters
  Score: Raw -8283831.790358 + Penalty 3646.979799 = -8280184.810558
  nChanged 1561
		SP:Iteration 16Q (83891.310000 sec): 3 clusters
  Score: Raw -8284444.967424 + Penalty 3646.979799 = -8280797.987625
  nChanged 1422
		SP:Iteration 17Q (83891.890000 sec): 3 clusters
  Score: Raw -8284996.240432 + Penalty 3646.979799 = -8281349.260632
  nChanged 1332
		SP:Iteration 18Q (83892.420000 sec): 3 clusters
  Score: Raw -8285492.781816 + Penalty 3646.979799 = -8281845.802017
  nChanged 1222
		SP:Iteration 19Q (83892.910000 sec): 3 clusters
  Score: Raw -8285947.371940 + Penalty 3646.979799 = -8282300.392141
  nChanged 1201
		SP:Iteration 20F (83893.410000 sec): 3 clusters
  Score: Raw -8286396.863403 + Penalty 3646.979799 = -8282749.883604
  nChanged 1138
		SP:Iteration 21Q (83893.940000 sec): 3 clusters
  Score: Raw -8286796.963646 + Penalty 3646.979799 = -8283149.983847
  nChanged 987
		SP:Iteration 22Q (83894.470000 sec): 3 clusters
  Score: Raw -8287133.578923 + Penalty 3646.979799 = -8283486.599124
  nChanged 884
		SP:Iteration 23Q (83894.960000 sec): 3 clusters
  Score: Raw -8287419.543887 + Penalty 3646.979799 = -8283772.564088
  nChanged 834
		SP:Iteration 24Q (83895.490000 sec): 3 clusters
  Score: Raw -8287675.696020 + Penalty 3646.979799 = -8284028.716220
  nChanged 783
		SP:Iteration 25Q (83896.010000 sec): 3 clusters
  Score: Raw -8287906.025862 + Penalty 3646.979799 = -8284259.046062
  nChanged 737
		SP:Iteration 26Q (83896.550000 sec): 3 clusters
  Score: Raw -8288130.633500 + Penalty 3646.979799 = -8284483.653701
  nChanged 735
		SP:Iteration 27Q (83897.110000 sec): 3 clusters
  Score: Raw -8288366.067385 + Penalty 3646.979799 = -8284719.087586
  nChanged 698
		SP:Iteration 28Q (83897.670000 sec): 3 clusters
  Score: Raw -8288589.786986 + Penalty 3646.979799 = -8284942.807187
  nChanged 633
		SP:Iteration 29Q (83898.170000 sec): 3 clusters
  Score: Raw -8288794.044499 + Penalty 3646.979799 = -8285147.064699
  nChanged 639
		SP:Iteration 30Q (83898.710000 sec): 3 clusters
  Score: Raw -8289007.176298 + Penalty 3646.979799 = -8285360.196499
  nChanged 605
		SP:Iteration 31Q (83899.290000 sec): 3 clusters
  Score: Raw -8289206.715295 + Penalty 3646.979799 = -8285559.735495
  nChanged 583
		SP:Iteration 32Q (83899.820000 sec): 3 clusters
  Score: Raw -8289392.908571 + Penalty 3646.979799 = -8285745.928771
  nChanged 520
		SP:Iteration 33Q (83900.380000 sec): 3 clusters
  Score: Raw -8289558.892275 + Penalty 3646.979799 = -8285911.912476
  nChanged 486
		SP:Iteration 34Q (83900.930000 sec): 3 clusters
  Score: Raw -8289721.500999 + Penalty 3646.979799 = -8286074.521199
  nChanged 483
		SP:Iteration 35Q (83901.430000 sec): 3 clusters
  Score: Raw -8289885.518552 + Penalty 3646.979799 = -8286238.538752
  nChanged 428
		SP:Iteration 36Q (83901.930000 sec): 3 clusters
  Score: Raw -8290020.896085 + Penalty 3646.979799 = -8286373.916285
  nChanged 377
		SP:Iteration 37Q (83902.430000 sec): 3 clusters
  Score: Raw -8290133.103561 + Penalty 3646.979799 = -8286486.123762
  nChanged 341
		SP:Iteration 38Q (83902.990000 sec): 3 clusters
  Score: Raw -8290244.410932 + Penalty 3646.979799 = -8286597.431133
  nChanged 329
		SP:Iteration 39Q (83903.510000 sec): 3 clusters
  Score: Raw -8290355.987496 + Penalty 3646.979799 = -8286709.007697
  nChanged 272
		SP:Iteration 40F (83904.110000 sec): 3 clusters
  Score: Raw -8290445.217948 + Penalty 3646.979799 = -8286798.238149
  nChanged 257
		SP:Iteration 41Q (83904.660000 sec): 3 clusters
  Score: Raw -8290528.889670 + Penalty 3646.979799 = -8286881.909871
  nChanged 230
		SP:Iteration 42Q (83905.160000 sec): 3 clusters
  Score: Raw -8290609.106777 + Penalty 3646.979799 = -8286962.126977
  nChanged 225
		SP:Iteration 43Q (83905.660000 sec): 3 clusters
  Score: Raw -8290687.175453 + Penalty 3646.979799 = -8287040.195654
  nChanged 190
		SP:Iteration 44Q (83906.120000 sec): 3 clusters
  Score: Raw -8290750.231689 + Penalty 3646.979799 = -8287103.251890
  nChanged 147
		SP:Iteration 45Q (83906.620000 sec): 3 clusters
  Score: Raw -8290794.377513 + Penalty 3646.979799 = -8287147.397714
  nChanged 127
		SP:Iteration 46Q (83907.140000 sec): 3 clusters
  Score: Raw -8290830.055447 + Penalty 3646.979799 = -8287183.075648
  nChanged 118
		SP:Iteration 47Q (83907.650000 sec): 3 clusters
  Score: Raw -8290866.972277 + Penalty 3646.979799 = -8287219.992478
  nChanged 95
		SP:Iteration 48Q (83908.200000 sec): 3 clusters
  Score: Raw -8290897.749208 + Penalty 3646.979799 = -8287250.769409
  nChanged 81
		SP:Iteration 49Q (83908.710000 sec): 3 clusters
  Score: Raw -8290920.521721 + Penalty 3646.979799 = -8287273.541922
  nChanged 79
		SP:Iteration 50Q (83909.250000 sec): 3 clusters
  Score: Raw -8290942.041141 + Penalty 3646.979799 = -8287295.061342
  nChanged 55
		SP:Iteration 51Q (83909.800000 sec): 3 clusters
  Score: Raw -8290955.846405 + Penalty 3646.979799 = -8287308.866605
  nChanged 43
		SP:Iteration 52Q (83910.370000 sec): 3 clusters
  Score: Raw -8290964.684921 + Penalty 3646.979799 = -8287317.705122
  nChanged 31
		SP:Iteration 53Q (83910.940000 sec): 3 clusters
  Score: Raw -8290971.213693 + Penalty 3646.979799 = -8287324.233893
  nChanged 35
		SP:Iteration 54Q (83911.510000 sec): 3 clusters
  Score: Raw -8290977.888049 + Penalty 3646.979799 = -8287330.908249
  nChanged 33
		SP:Iteration 55Q (83912.090000 sec): 3 clusters
  Score: Raw -8290986.036558 + Penalty 3646.979799 = -8287339.056759
  nChanged 36
		SP:Iteration 56Q (83912.710000 sec): 3 clusters
  Score: Raw -8290994.988634 + Penalty 3646.979799 = -8287348.008835
  nChanged 29
		SP:Iteration 57Q (83913.320000 sec): 3 clusters
  Score: Raw -8291002.528338 + Penalty 3646.979799 = -8287355.548538
  nChanged 32
		SP:Iteration 58Q (83913.890000 sec): 3 clusters
  Score: Raw -8291008.802739 + Penalty 3646.979799 = -8287361.822940
  nChanged 35
		SP:Iteration 59Q (83914.490000 sec): 3 clusters
  Score: Raw -8291018.359689 + Penalty 3646.979799 = -8287371.379889
  nChanged 35
		SP:Iteration 60F (83915.140000 sec): 3 clusters
  Score: Raw -8291026.852885 + Penalty 3646.979799 = -8287379.873086
  nChanged 33
		SP:Iteration 61Q (83915.750000 sec): 3 clusters
  Score: Raw -8291037.431583 + Penalty 3646.979799 = -8287390.451784
  nChanged 39
		SP:Iteration 62Q (83916.290000 sec): 3 clusters
  Score: Raw -8291049.011626 + Penalty 3646.979799 = -8287402.031827
  nChanged 33
		SP:Iteration 63Q (83916.810000 sec): 3 clusters
  Score: Raw -8291057.203470 + Penalty 3646.979799 = -8287410.223670
  nChanged 30
		SP:Iteration 64Q (83917.340000 sec): 3 clusters
  Score: Raw -8291063.588958 + Penalty 3646.979799 = -8287416.609159
  nChanged 20
		SP:Iteration 65Q (83917.880000 sec): 3 clusters
  Score: Raw -8291067.263169 + Penalty 3646.979799 = -8287420.283370
  nChanged 15
		SP:Iteration 66Q (83918.430000 sec): 3 clusters
  Score: Raw -8291070.087183 + Penalty 3646.979799 = -8287423.107384
  nChanged 13
		SP:Iteration 67Q (83919.040000 sec): 3 clusters
  Score: Raw -8291072.852838 + Penalty 3646.979799 = -8287425.873038
  nChanged 14
		SP:Iteration 68Q (83919.640000 sec): 3 clusters
  Score: Raw -8291075.222414 + Penalty 3646.979799 = -8287428.242615
  nChanged 12
		SP:Iteration 69Q (83920.100000 sec): 3 clusters
  Score: Raw -8291077.299865 + Penalty 3646.979799 = -8287430.320066
  nChanged 9
		SP:Iteration 70Q (83920.560000 sec): 3 clusters
  Score: Raw -8291078.527119 + Penalty 3646.979799 = -8287431.547320
  nChanged 8
		SP:Iteration 71Q (83921.050000 sec): 3 clusters
  Score: Raw -8291079.817765 + Penalty 3646.979799 = -8287432.837966
  nChanged 6
		SP:Iteration 72Q (83921.610000 sec): 3 clusters
  Score: Raw -8291080.913751 + Penalty 3646.979799 = -8287433.933951
  nChanged 9
		SP:Iteration 73Q (83922.130000 sec): 3 clusters
  Score: Raw -8291082.809317 + Penalty 3646.979799 = -8287435.829518
  nChanged 17
		SP:Iteration 74Q (83922.630000 sec): 3 clusters
  Score: Raw -8291086.164316 + Penalty 3646.979799 = -8287439.184516
  nChanged 14
		SP:Iteration 75Q (83923.130000 sec): 3 clusters
  Score: Raw -8291089.115847 + Penalty 3646.979799 = -8287442.136048
  nChanged 13
		SP:Iteration 76Q (83923.650000 sec): 3 clusters
  Score: Raw -8291091.222871 + Penalty 3646.979799 = -8287444.243072
  nChanged 4
		SP:Iteration 77Q (83924.210000 sec): 3 clusters
  Score: Raw -8291092.184891 + Penalty 3646.979799 = -8287445.205091
  nChanged 4
		SP:Iteration 78Q (83924.810000 sec): 3 clusters
  Score: Raw -8291092.740630 + Penalty 3646.979799 = -8287445.760830
  nChanged 1
		SP:Iteration 79Q (83925.400000 sec): 3 clusters
  Score: Raw -8291092.805509 + Penalty 3646.979799 = -8287445.825709
  nChanged 1
		SP:Iteration 80F (83926.040000 sec): 3 clusters
  Score: Raw -8291093.035796 + Penalty 3646.979799 = -8287446.055996
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83926.170000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83926.410000 sec): 3 clusters
  Score: Raw -52494.848755 + Penalty 1991.941318 = -50502.907437
  nChanged 89
		SP:Iteration 1F (83926.570000 sec): 3 clusters
  Score: Raw -52626.156796 + Penalty 1991.941318 = -50634.215478
  nChanged 19
		SP:Iteration 2Q (83926.700000 sec): 3 clusters
  Score: Raw -52664.104434 + Penalty 1991.941318 = -50672.163116
  nChanged 9
		SP:Iteration 3Q (83926.880000 sec): 3 clusters
  Score: Raw -52685.228090 + Penalty 1991.941318 = -50693.286772
  nChanged 5
		SP:Iteration 4Q (83927.080000 sec): 3 clusters
  Score: Raw -52704.318170 + Penalty 1991.941318 = -50712.376852
  nChanged 10
		SP:Iteration 5Q (83927.290000 sec): 3 clusters
  Score: Raw -52722.051027 + Penalty 1991.941318 = -50730.109709
  nChanged 4
		SP:Iteration 6Q (83927.460000 sec): 3 clusters
  Score: Raw -52725.143683 + Penalty 1991.941318 = -50733.202365
  nChanged 1
		SP:Iteration 7Q (83927.640000 sec): 3 clusters
  Score: Raw -52726.185552 + Penalty 1991.941318 = -50734.244234
  nChanged 2
		SP:Iteration 8Q (83927.880000 sec): 3 clusters
  Score: Raw -52729.130254 + Penalty 1991.941318 = -50737.188935
  nChanged 2
		SP:Iteration 9Q (83928.120000 sec): 3 clusters
  Score: Raw -52731.842881 + Penalty 1991.941318 = -50739.901562
  nChanged 2
		SP:Iteration 10Q (83928.300000 sec): 3 clusters
  Score: Raw -52743.495873 + Penalty 1991.941318 = -50751.554554
  nChanged 3
		SP:Iteration 11Q (83928.510000 sec): 3 clusters
  Score: Raw -52751.322804 + Penalty 1991.941318 = -50759.381486
  nChanged 4
		SP:Iteration 12Q (83928.720000 sec): 3 clusters
  Score: Raw -52757.676982 + Penalty 1991.941318 = -50765.735663
  nChanged 3
		SP:Iteration 13Q (83928.870000 sec): 3 clusters
  Score: Raw -52763.001016 + Penalty 1991.941318 = -50771.059697
  nChanged 3
		SP:Iteration 14Q (83929.090000 sec): 3 clusters
  Score: Raw -52767.696648 + Penalty 1991.941318 = -50775.755330
  nChanged 1
		SP:Iteration 15Q (83929.270000 sec): 3 clusters
  Score: Raw -52769.100654 + Penalty 1991.941318 = -50777.159336
  nChanged 2
		SP:Iteration 16Q (83929.510000 sec): 3 clusters
  Score: Raw -52771.841213 + Penalty 1991.941318 = -50779.899895
  nChanged 3
		SP:Iteration 17Q (83929.670000 sec): 3 clusters
  Score: Raw -52776.035028 + Penalty 1991.941318 = -50784.093710
  nChanged 1
		SP:Iteration 18Q (83929.840000 sec): 3 clusters
  Score: Raw -52778.551610 + Penalty 1991.941318 = -50786.610292
  nChanged 1
		SP:Iteration 19Q (83930.030000 sec): 3 clusters
  Score: Raw -52779.939075 + Penalty 1991.941318 = -50787.997757
  nChanged 0
		SP:Iteration 20F (83930.290000 sec): 3 clusters
  Score: Raw -52779.939075 + Penalty 1991.941318 = -50787.997757
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83930.380000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83930.570000 sec): 3 clusters
  Score: Raw -29117.349817 + Penalty 1844.944986 = -27272.404832
  nChanged 49
		SP:Iteration 1F (83930.750000 sec): 3 clusters
  Score: Raw -29224.751352 + Penalty 1844.944986 = -27379.806366
  nChanged 11
		SP:Iteration 2Q (83931.000000 sec): 3 clusters
  Score: Raw -29260.152514 + Penalty 1844.944986 = -27415.207529
  nChanged 5
		SP:Iteration 3Q (83931.230000 sec): 3 clusters
  Score: Raw -29266.913642 + Penalty 1844.944986 = -27421.968656
  nChanged 1
		SP:Iteration 4Q (83931.380000 sec): 3 clusters
  Score: Raw -29268.459468 + Penalty 1844.944986 = -27423.514482
  nChanged 2
		SP:Iteration 5Q (83931.590000 sec): 3 clusters
  Score: Raw -29277.729716 + Penalty 1844.944986 = -27432.784730
  nChanged 2
		SP:Iteration 6Q (83931.810000 sec): 3 clusters
  Score: Raw -29282.180303 + Penalty 1844.944986 = -27437.235317
  nChanged 0
		SP:Iteration 7F (83931.970000 sec): 3 clusters
  Score: Raw -29282.180303 + Penalty 1844.944986 = -27437.235317
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83932.100000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83932.280000 sec): 3 clusters
  Score: Raw -12543.043640 + Penalty 1653.468809 = -10889.574831
  nChanged 21
		SP:Iteration 1F (83932.500000 sec): 3 clusters
  Score: Raw -12619.135406 + Penalty 1653.468809 = -10965.666597
  nChanged 4
		SP:Iteration 2Q (83932.680000 sec): 3 clusters
  Score: Raw -12643.323169 + Penalty 1653.468809 = -10989.854360
  nChanged 1
		SP:Iteration 3Q (83932.870000 sec): 3 clusters
  Score: Raw -12645.557471 + Penalty 1653.468809 = -10992.088662
  nChanged 0
		SP:Iteration 4F (83933.050000 sec): 3 clusters
  Score: Raw -12645.557471 + Penalty 1653.468809 = -10992.088662
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83933.130000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83933.290000 sec): 3 clusters
  Score: Raw -61361.795459 + Penalty 2044.759970 = -59317.035488
  nChanged 130
		SP:Iteration 1F (83933.390000 sec): 3 clusters
  Score: Raw -61537.398862 + Penalty 2044.759970 = -59492.638892
  nChanged 35
		SP:Iteration 2F (83933.540000 sec): 3 clusters
  Score: Raw -61618.460814 + Penalty 2044.759970 = -59573.700843
  nChanged 25
		SP:Iteration 3Q (83933.680000 sec): 3 clusters
  Score: Raw -61707.526694 + Penalty 2044.759970 = -59662.766724
  nChanged 21
		SP:Iteration 4Q (83933.830000 sec): 3 clusters
  Score: Raw -61747.144883 + Penalty 2044.759970 = -59702.384913
  nChanged 17
		SP:Iteration 5Q (83933.920000 sec): 3 clusters
  Score: Raw -61780.163720 + Penalty 2044.759970 = -59735.403750
  nChanged 17
		SP:Iteration 6Q (83934.070000 sec): 3 clusters
  Score: Raw -61806.879402 + Penalty 2044.759970 = -59762.119432
  nChanged 7
		SP:Iteration 7Q (83934.220000 sec): 3 clusters
  Score: Raw -61818.566966 + Penalty 2044.759970 = -59773.806995
  nChanged 6
		SP:Iteration 8Q (83934.310000 sec): 3 clusters
  Score: Raw -61829.155718 + Penalty 2044.759970 = -59784.395747
  nChanged 5
		SP:Iteration 9Q (83934.460000 sec): 3 clusters
  Score: Raw -61833.317721 + Penalty 2044.759970 = -59788.557750
  nChanged 1
		SP:Iteration 10Q (83934.600000 sec): 3 clusters
  Score: Raw -61835.325543 + Penalty 2044.759970 = -59790.565573
  nChanged 1
		SP:Iteration 11Q (83934.700000 sec): 3 clusters
  Score: Raw -61837.273835 + Penalty 2044.759970 = -59792.513864
  nChanged 3
		SP:Iteration 12Q (83934.840000 sec): 3 clusters
  Score: Raw -61841.725680 + Penalty 2044.759970 = -59796.965709
  nChanged 1
		SP:Iteration 13Q (83934.980000 sec): 3 clusters
  Score: Raw -61842.608764 + Penalty 2044.759970 = -59797.848794
  nChanged 1
		SP:Iteration 14Q (83935.120000 sec): 3 clusters
  Score: Raw -61844.033668 + Penalty 2044.759970 = -59799.273698
  nChanged 1
		SP:Iteration 15Q (83935.220000 sec): 3 clusters
  Score: Raw -61844.915574 + Penalty 2044.759970 = -59800.155604
  nChanged 1
		SP:Iteration 16Q (83935.360000 sec): 3 clusters
  Score: Raw -61846.323236 + Penalty 2044.759970 = -59801.563265
  nChanged 1
		SP:Iteration 17Q (83935.510000 sec): 3 clusters
  Score: Raw -61847.877397 + Penalty 2044.759970 = -59803.117426
  nChanged 1
		SP:Iteration 18Q (83935.600000 sec): 3 clusters
  Score: Raw -61850.371194 + Penalty 2044.759970 = -59805.611224
  nChanged 0
		SP:Iteration 19F (83935.750000 sec): 3 clusters
  Score: Raw -61850.371194 + Penalty 2044.759970 = -59805.611224
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83935.820000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83935.970000 sec): 3 clusters
  Score: Raw -19292.488610 + Penalty 1726.791943 = -17565.696667
  nChanged 29
		SP:Iteration 1F (83936.060000 sec): 3 clusters
  Score: Raw -19403.875511 + Penalty 1726.791943 = -17677.083568
  nChanged 8
		SP:Iteration 2Q (83936.250000 sec): 3 clusters
  Score: Raw -19489.879424 + Penalty 1726.791943 = -17763.087481
  nChanged 6
		SP:Iteration 3Q (83936.440000 sec): 3 clusters
  Score: Raw -19517.954049 + Penalty 1726.791943 = -17791.162105
  nChanged 1
		SP:Iteration 4Q (83936.540000 sec): 3 clusters
  Score: Raw -19524.573546 + Penalty 1726.791943 = -17797.781603
  nChanged 1
		SP:Iteration 5Q (83936.670000 sec): 3 clusters
  Score: Raw -19532.177575 + Penalty 1726.791943 = -17805.385632
  nChanged 0
		SP:Iteration 6F (83936.820000 sec): 3 clusters
  Score: Raw -19532.177575 + Penalty 1726.791943 = -17805.385632
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (7379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83936.980000 sec): 2 clusters
  Score: Raw -806475.660553 + Penalty 1447.288929 = -805028.371625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83937.210000 sec): 3 clusters
  Score: Raw -802416.175884 + Penalty 2894.577857 = -799521.598027
  nChanged 3146
		SP:Iteration 1F (83937.430000 sec): 3 clusters
  Score: Raw -804229.607105 + Penalty 2894.577857 = -801335.029248
  nChanged 522
		SP:Iteration 2F (83937.680000 sec): 3 clusters
  Score: Raw -804520.491092 + Penalty 2894.577857 = -801625.913235
  nChanged 435
		SP:Iteration 3F (83937.970000 sec): 3 clusters
  Score: Raw -804768.987319 + Penalty 2894.577857 = -801874.409461
  nChanged 410
		SP:Iteration 4F (83938.170000 sec): 3 clusters
  Score: Raw -805043.391878 + Penalty 2894.577857 = -802148.814021
  nChanged 370
		SP:Iteration 5F (83938.350000 sec): 3 clusters
  Score: Raw -805292.448827 + Penalty 2894.577857 = -802397.870969
  nChanged 337
		SP:Iteration 6Q (83938.610000 sec): 3 clusters
  Score: Raw -805527.316930 + Penalty 2894.577857 = -802632.739072
  nChanged 287
		SP:Iteration 7Q (83938.800000 sec): 3 clusters
  Score: Raw -805720.737965 + Penalty 2894.577857 = -802826.160108
  nChanged 233
		SP:Iteration 8Q (83939.040000 sec): 3 clusters
  Score: Raw -805884.564987 + Penalty 2894.577857 = -802989.987130
  nChanged 216
		SP:Iteration 9Q (83939.240000 sec): 3 clusters
  Score: Raw -806050.299793 + Penalty 2894.577857 = -803155.721936
  nChanged 178
		SP:Iteration 10Q (83939.520000 sec): 3 clusters
  Score: Raw -806191.234230 + Penalty 2894.577857 = -803296.656373
  nChanged 134
		SP:Iteration 11Q (83939.740000 sec): 3 clusters
  Score: Raw -806295.114579 + Penalty 2894.577857 = -803400.536722
  nChanged 102
		SP:Iteration 12Q (83939.960000 sec): 3 clusters
  Score: Raw -806372.625712 + Penalty 2894.577857 = -803478.047855
  nChanged 83
		SP:Iteration 13Q (83940.160000 sec): 3 clusters
  Score: Raw -806430.986605 + Penalty 2894.577857 = -803536.408747
  nChanged 74
		SP:Iteration 14Q (83940.360000 sec): 3 clusters
  Score: Raw -806486.453644 + Penalty 2894.577857 = -803591.875786
  nChanged 51
		SP:Iteration 15Q (83940.640000 sec): 3 clusters
  Score: Raw -806529.178102 + Penalty 2894.577857 = -803634.600245
  nChanged 56
		SP:Iteration 16Q (83940.840000 sec): 3 clusters
  Score: Raw -806577.729436 + Penalty 2894.577857 = -803683.151579
  nChanged 34
		SP:Iteration 17Q (83941.030000 sec): 3 clusters
  Score: Raw -806608.665353 + Penalty 2894.577857 = -803714.087496
  nChanged 31
		SP:Iteration 18Q (83941.250000 sec): 3 clusters
  Score: Raw -806629.124932 + Penalty 2894.577857 = -803734.547075
  nChanged 14
		SP:Iteration 19Q (83941.490000 sec): 3 clusters
  Score: Raw -806639.527135 + Penalty 2894.577857 = -803744.949277
  nChanged 9
		SP:Iteration 20F (83941.710000 sec): 3 clusters
  Score: Raw -806649.788582 + Penalty 2894.577857 = -803755.210725
  nChanged 11
		SP:Iteration 21Q (83941.910000 sec): 3 clusters
  Score: Raw -806659.537984 + Penalty 2894.577857 = -803764.960127
  nChanged 9
		SP:Iteration 22Q (83942.130000 sec): 3 clusters
  Score: Raw -806665.330782 + Penalty 2894.577857 = -803770.752925
  nChanged 8
		SP:Iteration 23Q (83942.300000 sec): 3 clusters
  Score: Raw -806670.470882 + Penalty 2894.577857 = -803775.893025
  nChanged 5
		SP:Iteration 24Q (83942.590000 sec): 3 clusters
  Score: Raw -806672.910505 + Penalty 2894.577857 = -803778.332648
  nChanged 1
		SP:Iteration 25Q (83942.750000 sec): 3 clusters
  Score: Raw -806673.565287 + Penalty 2894.577857 = -803778.987430
  nChanged 3
		SP:Iteration 26Q (83942.990000 sec): 3 clusters
  Score: Raw -806675.251266 + Penalty 2894.577857 = -803780.673409
  nChanged 0
		SP:Iteration 27F (83943.210000 sec): 3 clusters
  Score: Raw -806675.251266 + Penalty 2894.577857 = -803780.673409
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83943.270000 sec): 2 clusters
  Score: Raw -53991.690868 + Penalty 997.731240 = -52993.959628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83943.450000 sec): 3 clusters
  Score: Raw -53938.614537 + Penalty 1995.462479 = -51943.152057
  nChanged 90
		SP:Iteration 1F (83943.650000 sec): 3 clusters
  Score: Raw -54088.644537 + Penalty 1995.462479 = -52093.182057
  nChanged 31
		SP:Iteration 2F (83943.830000 sec): 3 clusters
  Score: Raw -54202.447156 + Penalty 1995.462479 = -52206.984677
  nChanged 22
		SP:Iteration 3Q (83943.970000 sec): 3 clusters
  Score: Raw -54620.971758 + Penalty 1995.462479 = -52625.509278
  nChanged 57
		SP:Iteration 4F (83944.150000 sec): 3 clusters
  Score: Raw -54783.484011 + Penalty 1995.462479 = -52788.021531
  nChanged 39
		SP:Iteration 5F (83944.320000 sec): 3 clusters
  Score: Raw -54896.967685 + Penalty 1995.462479 = -52901.505205
  nChanged 28
		SP:Iteration 6F (83944.490000 sec): 3 clusters
  Score: Raw -54978.478810 + Penalty 1995.462479 = -52983.016331
  nChanged 22
		SP:Iteration 7Q (83944.740000 sec): 3 clusters
  Score: Raw -55048.310045 + Penalty 1995.462479 = -53052.847565
  nChanged 11
		SP:Iteration 8Q (83944.870000 sec): 3 clusters
  Score: Raw -55090.243909 + Penalty 1995.462479 = -53094.781430
  nChanged 6
		SP:Iteration 9Q (83945.050000 sec): 3 clusters
  Score: Raw -55120.230203 + Penalty 1995.462479 = -53124.767724
  nChanged 5
		SP:Iteration 10Q (83945.210000 sec): 3 clusters
  Score: Raw -55145.947448 + Penalty 1995.462479 = -53150.484968
  nChanged 1
		SP:Iteration 11Q (83945.350000 sec): 3 clusters
  Score: Raw -55150.068447 + Penalty 1995.462479 = -53154.605967
  nChanged 1
		SP:Iteration 12Q (83945.530000 sec): 3 clusters
  Score: Raw -55153.793857 + Penalty 1995.462479 = -53158.331378
  nChanged 0
		SP:Iteration 13F (83945.670000 sec): 3 clusters
  Score: Raw -55153.793857 + Penalty 1995.462479 = -53158.331378
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Deleting Class 62 (81 points): Lose 760.686801 but Gain 2316.516361
Iteration 379Q (84072.980000 sec): 62 clusters
  Score: Raw -169121248.109984 + Penalty 141307.498031 = -168979940.611953
  nChanged 255
Iteration 380F (84277.720000 sec): 62 clusters
  Score: Raw -169121457.867117 + Penalty 141307.498031 = -168980150.369086
  nChanged 196
Iteration 381Q (84415.820000 sec): 62 clusters
  Score: Raw -169121477.978737 + Penalty 141307.498031 = -168980170.480705
  nChanged 171
Iteration 382Q (84537.320000 sec): 62 clusters
  Score: Raw -169121487.898452 + Penalty 141307.498031 = -168980180.400420
  nChanged 176
Iteration 383Q (84664.870000 sec): 62 clusters
  Score: Raw -169121491.142175 + Penalty 141307.498031 = -168980183.644144
  nChanged 187
Iteration 384Q (84803.550000 sec): 62 clusters
  Score: Raw -169121494.473524 + Penalty 141307.498031 = -168980186.975493
  nChanged 174
Iteration 385Q (84933.540000 sec): 62 clusters
  Score: Raw -169121498.215438 + Penalty 141307.498031 = -168980190.717407
  nChanged 159
Iteration 386Q (85058.130000 sec): 62 clusters
  Score: Raw -169121501.685597 + Penalty 141307.498031 = -168980194.187565
  nChanged 172
Iteration 387Q (85171.920000 sec): 62 clusters
  Score: Raw -169121505.235679 + Penalty 141307.498031 = -168980197.737648
  nChanged 171
Iteration 388Q (85276.850000 sec): 62 clusters
  Score: Raw -169121508.862720 + Penalty 141307.498031 = -168980201.364689
  nChanged 173
Iteration 389Q (85399.830000 sec): 62 clusters
  Score: Raw -169121512.144403 + Penalty 141307.498031 = -168980204.646372
  nChanged 177
Iteration 390Q (85515.470000 sec): 62 clusters
  Score: Raw -169121515.881825 + Penalty 141307.498031 = -168980208.383794
  nChanged 153
Iteration 391Q (85641.190000 sec): 62 clusters
  Score: Raw -169121519.345105 + Penalty 141307.498031 = -168980211.847074
  nChanged 161
Iteration 392Q (85756.730000 sec): 62 clusters
  Score: Raw -169121523.687670 + Penalty 141307.498031 = -168980216.189638
  nChanged 168
Iteration 393Q (85873.800000 sec): 62 clusters
  Score: Raw -169121528.840557 + Penalty 141307.498031 = -168980221.342526
  nChanged 180
Iteration 394Q (85994.350000 sec): 62 clusters
  Score: Raw -169121533.946046 + Penalty 141307.498031 = -168980226.448015
  nChanged 193
Iteration 395Q (86112.070000 sec): 62 clusters
  Score: Raw -169121538.872664 + Penalty 141307.498031 = -168980231.374633
  nChanged 198
Iteration 396Q (86233.520000 sec): 62 clusters
  Score: Raw -169121543.808509 + Penalty 141307.498031 = -168980236.310478
  nChanged 207
Iteration 397Q (86357.010000 sec): 62 clusters
  Score: Raw -169121548.287934 + Penalty 141307.498031 = -168980240.789902
  nChanged 211
Iteration 398Q (86480.790000 sec): 62 clusters
  Score: Raw -169121553.119523 + Penalty 141307.498031 = -168980245.621492
  nChanged 194
Iteration 399Q (86603.880000 sec): 62 clusters
  Score: Raw -169121557.932971 + Penalty 141307.498031 = -168980250.434939
  nChanged 239
Iteration 400F (86771.870000 sec): 62 clusters
  Score: Raw -169121565.309528 + Penalty 141307.498031 = -168980257.811497
  nChanged 239
Iteration 401Q (86889.870000 sec): 62 clusters
  Score: Raw -169121572.057099 + Penalty 141307.498031 = -168980264.559067
  nChanged 234
Iteration 402Q (87006.290000 sec): 62 clusters
  Score: Raw -169121577.844246 + Penalty 141307.498031 = -168980270.346214
  nChanged 222
Iteration 403Q (87127.440000 sec): 62 clusters
  Score: Raw -169121583.991415 + Penalty 141307.498031 = -168980276.493384
  nChanged 233
Iteration 404Q (87251.420000 sec): 62 clusters
  Score: Raw -169121590.745044 + Penalty 141307.498031 = -168980283.247013
  nChanged 244
Iteration 405Q (87370.040000 sec): 62 clusters
  Score: Raw -169121596.888297 + Penalty 141307.498031 = -168980289.390266
  nChanged 213
Iteration 406Q (87490.830000 sec): 62 clusters
  Score: Raw -169121602.352366 + Penalty 141307.498031 = -168980294.854335
  nChanged 214
Iteration 407Q (87605.660000 sec): 62 clusters
  Score: Raw -169121608.021319 + Penalty 141307.498031 = -168980300.523288
  nChanged 205
Iteration 408Q (87728.580000 sec): 62 clusters
  Score: Raw -169121613.829851 + Penalty 141307.498031 = -168980306.331820
  nChanged 243
Iteration 409Q (87839.870000 sec): 62 clusters
  Score: Raw -169121620.589153 + Penalty 141307.498031 = -168980313.091121
  nChanged 249
Iteration 410Q (87959.140000 sec): 62 clusters
  Score: Raw -169121627.491451 + Penalty 141307.498031 = -168980319.993420
  nChanged 261
Iteration 411Q (88091.130000 sec): 62 clusters
  Score: Raw -169121634.588603 + Penalty 141307.498031 = -168980327.090572
  nChanged 253
Iteration 412Q (88217.630000 sec): 62 clusters
  Score: Raw -169121642.153037 + Penalty 141307.498031 = -168980334.655006
  nChanged 251
Iteration 413Q (88332.230000 sec): 62 clusters
  Score: Raw -169121649.588759 + Penalty 141307.498031 = -168980342.090727
  nChanged 251
Iteration 414Q (88455.810000 sec): 62 clusters
  Score: Raw -169121657.565652 + Penalty 141307.498031 = -168980350.067621
  nChanged 273
Iteration 415Q (88577.860000 sec): 62 clusters
  Score: Raw -169121664.847845 + Penalty 141307.498031 = -168980357.349813
  nChanged 273
Iteration 416Q (88695.250000 sec): 62 clusters
  Score: Raw -169121671.950613 + Penalty 141307.498031 = -168980364.452582
  nChanged 265
Iteration 417Q (88814.150000 sec): 62 clusters
  Score: Raw -169121678.284585 + Penalty 141307.498031 = -168980370.786554
  nChanged 221
Iteration 418Q (88937.190000 sec): 62 clusters
  Score: Raw -169121683.585182 + Penalty 141307.498031 = -168980376.087150
  nChanged 193
Writing temp clu file 
Because OldScore, -168980370.786554, is greater than current (better) Score,-168980376.087150 
 Compute initial score before splitting:   Score: Raw -169121683.585182 + Penalty 141307.498031 = -168980376.087150
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (19147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88937.720000 sec): 2 clusters
  Score: Raw -2239049.831890 + Penalty 1602.233965 = -2237447.597925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88937.970000 sec): 3 clusters
  Score: Raw -2227584.565977 + Penalty 3204.467930 = -2224380.098046
  nChanged 8593
		SP:Iteration 1F (88938.220000 sec): 3 clusters
  Score: Raw -2232550.191628 + Penalty 3204.467930 = -2229345.723697
  nChanged 1082
		SP:Iteration 2F (88938.510000 sec): 3 clusters
  Score: Raw -2233011.539608 + Penalty 3204.467930 = -2229807.071678
  nChanged 977
		SP:Iteration 3F (88938.760000 sec): 3 clusters
  Score: Raw -2233434.332362 + Penalty 3204.467930 = -2230229.864432
  nChanged 899
		SP:Iteration 4Q (88939.060000 sec): 3 clusters
  Score: Raw -2233891.151698 + Penalty 3204.467930 = -2230686.683768
  nChanged 900
		SP:Iteration 5Q (88939.410000 sec): 3 clusters
  Score: Raw -2234375.903273 + Penalty 3204.467930 = -2231171.435343
  nChanged 907
		SP:Iteration 6Q (88939.680000 sec): 3 clusters
  Score: Raw -2234866.528079 + Penalty 3204.467930 = -2231662.060149
  nChanged 895
		SP:Iteration 7Q (88940.020000 sec): 3 clusters
  Score: Raw -2235394.516284 + Penalty 3204.467930 = -2232190.048353
  nChanged 911
		SP:Iteration 8Q (88940.270000 sec): 3 clusters
  Score: Raw -2235961.933466 + Penalty 3204.467930 = -2232757.465536
  nChanged 922
		SP:Iteration 9Q (88940.620000 sec): 3 clusters
  Score: Raw -2236551.486827 + Penalty 3204.467930 = -2233347.018897
  nChanged 881
		SP:Iteration 10Q (88940.920000 sec): 3 clusters
  Score: Raw -2237131.086979 + Penalty 3204.467930 = -2233926.619049
  nChanged 803
		SP:Iteration 11Q (88941.190000 sec): 3 clusters
  Score: Raw -2237703.552728 + Penalty 3204.467930 = -2234499.084798
  nChanged 694
		SP:Iteration 12Q (88941.450000 sec): 3 clusters
  Score: Raw -2238209.869037 + Penalty 3204.467930 = -2235005.401107
  nChanged 543
		SP:Iteration 13Q (88941.750000 sec): 3 clusters
  Score: Raw -2238609.545789 + Penalty 3204.467930 = -2235405.077858
  nChanged 385
		SP:Iteration 14Q (88942.070000 sec): 3 clusters
  Score: Raw -2238866.621624 + Penalty 3204.467930 = -2235662.153694
  nChanged 276
		SP:Iteration 15Q (88942.320000 sec): 3 clusters
  Score: Raw -2239048.901412 + Penalty 3204.467930 = -2235844.433481
  nChanged 216
		SP:Iteration 16Q (88942.580000 sec): 3 clusters
  Score: Raw -2239174.317635 + Penalty 3204.467930 = -2235969.849704
  nChanged 144
		SP:Iteration 17Q (88942.850000 sec): 3 clusters
  Score: Raw -2239263.000088 + Penalty 3204.467930 = -2236058.532157
  nChanged 105
		SP:Iteration 18Q (88943.110000 sec): 3 clusters
  Score: Raw -2239324.975999 + Penalty 3204.467930 = -2236120.508068
  nChanged 69
		SP:Iteration 19Q (88943.340000 sec): 3 clusters
  Score: Raw -2239364.220031 + Penalty 3204.467930 = -2236159.752101
  nChanged 54
		SP:Iteration 20F (88943.660000 sec): 3 clusters
  Score: Raw -2239396.201579 + Penalty 3204.467930 = -2236191.733649
  nChanged 41
		SP:Iteration 21Q (88943.920000 sec): 3 clusters
  Score: Raw -2239418.424200 + Penalty 3204.467930 = -2236213.956269
  nChanged 37
		SP:Iteration 22Q (88944.200000 sec): 3 clusters
  Score: Raw -2239435.052765 + Penalty 3204.467930 = -2236230.584834
  nChanged 27
		SP:Iteration 23Q (88944.520000 sec): 3 clusters
  Score: Raw -2239448.221324 + Penalty 3204.467930 = -2236243.753394
  nChanged 28
		SP:Iteration 24Q (88944.760000 sec): 3 clusters
  Score: Raw -2239460.916338 + Penalty 3204.467930 = -2236256.448407
  nChanged 22
		SP:Iteration 25Q (88945.030000 sec): 3 clusters
  Score: Raw -2239469.475156 + Penalty 3204.467930 = -2236265.007225
  nChanged 12
		SP:Iteration 26Q (88945.300000 sec): 3 clusters
  Score: Raw -2239473.913825 + Penalty 3204.467930 = -2236269.445895
  nChanged 9
		SP:Iteration 27Q (88945.650000 sec): 3 clusters
  Score: Raw -2239476.954068 + Penalty 3204.467930 = -2236272.486138
  nChanged 7
		SP:Iteration 28Q (88945.970000 sec): 3 clusters
  Score: Raw -2239479.037334 + Penalty 3204.467930 = -2236274.569404
  nChanged 3
		SP:Iteration 29Q (88946.240000 sec): 3 clusters
  Score: Raw -2239480.852269 + Penalty 3204.467930 = -2236276.384338
  nChanged 2
		SP:Iteration 30Q (88946.560000 sec): 3 clusters
  Score: Raw -2239481.799688 + Penalty 3204.467930 = -2236277.331758
  nChanged 1
		SP:Iteration 31Q (88946.830000 sec): 3 clusters
  Score: Raw -2239482.470864 + Penalty 3204.467930 = -2236278.002934
  nChanged 0
		SP:Iteration 32F (88947.050000 sec): 3 clusters
  Score: Raw -2239482.470864 + Penalty 3204.467930 = -2236278.002934
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88947.160000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88947.370000 sec): 3 clusters
  Score: Raw -33262.563389 + Penalty 1878.741643 = -31383.821747
  nChanged 63
		SP:Iteration 1F (88947.620000 sec): 3 clusters
  Score: Raw -33394.785857 + Penalty 1878.741643 = -31516.044214
  nChanged 26
		SP:Iteration 2F (88947.740000 sec): 3 clusters
  Score: Raw -33467.291420 + Penalty 1878.741643 = -31588.549777
  nChanged 15
		SP:Iteration 3Q (88947.920000 sec): 3 clusters
  Score: Raw -33513.677356 + Penalty 1878.741643 = -31634.935713
  nChanged 12
		SP:Iteration 4Q (88948.050000 sec): 3 clusters
  Score: Raw -33557.881511 + Penalty 1878.741643 = -31679.139869
  nChanged 12
		SP:Iteration 5Q (88948.180000 sec): 3 clusters
  Score: Raw -33592.211201 + Penalty 1878.741643 = -31713.469558
  nChanged 3
		SP:Iteration 6Q (88948.300000 sec): 3 clusters
  Score: Raw -33606.577050 + Penalty 1878.741643 = -31727.835408
  nChanged 5
		SP:Iteration 7Q (88948.430000 sec): 3 clusters
  Score: Raw -33638.073806 + Penalty 1878.741643 = -31759.332164
  nChanged 5
		SP:Iteration 8Q (88948.580000 sec): 3 clusters
  Score: Raw -33677.582294 + Penalty 1878.741643 = -31798.840652
  nChanged 5
		SP:Iteration 9Q (88948.740000 sec): 3 clusters
  Score: Raw -33710.978008 + Penalty 1878.741643 = -31832.236365
  nChanged 3
		SP:Iteration 10Q (88948.940000 sec): 3 clusters
  Score: Raw -33734.111924 + Penalty 1878.741643 = -31855.370282
  nChanged 3
		SP:Iteration 11Q (88949.080000 sec): 3 clusters
  Score: Raw -33749.933593 + Penalty 1878.741643 = -31871.191951
  nChanged 2
		SP:Iteration 12Q (88949.240000 sec): 3 clusters
  Score: Raw -33761.580822 + Penalty 1878.741643 = -31882.839179
  nChanged 3
		SP:Iteration 13Q (88949.370000 sec): 3 clusters
  Score: Raw -33775.850208 + Penalty 1878.741643 = -31897.108565
  nChanged 1
		SP:Iteration 14Q (88949.560000 sec): 3 clusters
  Score: Raw -33779.549375 + Penalty 1878.741643 = -31900.807733
  nChanged 0
		SP:Iteration 15F (88949.740000 sec): 3 clusters
  Score: Raw -33779.549375 + Penalty 1878.741643 = -31900.807733
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (13840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88949.920000 sec): 2 clusters
  Score: Raw -1573811.911576 + Penalty 1549.489212 = -1572262.422363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88950.160000 sec): 3 clusters
  Score: Raw -1565717.322933 + Penalty 3098.978424 = -1562618.344509
  nChanged 6156
		SP:Iteration 1F (88950.380000 sec): 3 clusters
  Score: Raw -1569207.925289 + Penalty 3098.978424 = -1566108.946864
  nChanged 786
		SP:Iteration 2F (88950.640000 sec): 3 clusters
  Score: Raw -1569521.220345 + Penalty 3098.978424 = -1566422.241921
  nChanged 652
		SP:Iteration 3Q (88950.920000 sec): 3 clusters
  Score: Raw -1569778.872300 + Penalty 3098.978424 = -1566679.893875
  nChanged 609
		SP:Iteration 4Q (88951.180000 sec): 3 clusters
  Score: Raw -1570014.295722 + Penalty 3098.978424 = -1566915.317297
  nChanged 547
		SP:Iteration 5Q (88951.510000 sec): 3 clusters
  Score: Raw -1570227.341136 + Penalty 3098.978424 = -1567128.362711
  nChanged 518
		SP:Iteration 6Q (88951.800000 sec): 3 clusters
  Score: Raw -1570461.581318 + Penalty 3098.978424 = -1567362.602894
  nChanged 553
		SP:Iteration 7Q (88952.080000 sec): 3 clusters
  Score: Raw -1570705.728070 + Penalty 3098.978424 = -1567606.749646
  nChanged 515
		SP:Iteration 8Q (88952.420000 sec): 3 clusters
  Score: Raw -1570964.524751 + Penalty 3098.978424 = -1567865.546327
  nChanged 567
		SP:Iteration 9Q (88952.660000 sec): 3 clusters
  Score: Raw -1571280.233279 + Penalty 3098.978424 = -1568181.254855
  nChanged 554
		SP:Iteration 10Q (88952.960000 sec): 3 clusters
  Score: Raw -1571599.423730 + Penalty 3098.978424 = -1568500.445306
  nChanged 531
		SP:Iteration 11Q (88953.220000 sec): 3 clusters
  Score: Raw -1571858.730958 + Penalty 3098.978424 = -1568759.752534
  nChanged 429
		SP:Iteration 12Q (88953.490000 sec): 3 clusters
  Score: Raw -1572030.972886 + Penalty 3098.978424 = -1568931.994461
  nChanged 313
		SP:Iteration 13Q (88953.770000 sec): 3 clusters
  Score: Raw -1572132.372183 + Penalty 3098.978424 = -1569033.393758
  nChanged 232
		SP:Iteration 14Q (88954.120000 sec): 3 clusters
  Score: Raw -1572190.731382 + Penalty 3098.978424 = -1569091.752958
  nChanged 149
		SP:Iteration 15Q (88954.390000 sec): 3 clusters
  Score: Raw -1572229.756664 + Penalty 3098.978424 = -1569130.778239
  nChanged 133
		SP:Iteration 16Q (88954.690000 sec): 3 clusters
  Score: Raw -1572261.856064 + Penalty 3098.978424 = -1569162.877639
  nChanged 121
		SP:Iteration 17Q (88954.970000 sec): 3 clusters
  Score: Raw -1572295.245569 + Penalty 3098.978424 = -1569196.267144
  nChanged 131
		SP:Iteration 18Q (88955.250000 sec): 3 clusters
  Score: Raw -1572332.248921 + Penalty 3098.978424 = -1569233.270496
  nChanged 133
		SP:Iteration 19Q (88955.540000 sec): 3 clusters
  Score: Raw -1572369.458063 + Penalty 3098.978424 = -1569270.479638
  nChanged 131
		SP:Iteration 20F (88955.780000 sec): 3 clusters
  Score: Raw -1572407.679802 + Penalty 3098.978424 = -1569308.701378
  nChanged 154
		SP:Iteration 21Q (88956.030000 sec): 3 clusters
  Score: Raw -1572447.577022 + Penalty 3098.978424 = -1569348.598598
  nChanged 144
		SP:Iteration 22Q (88956.290000 sec): 3 clusters
  Score: Raw -1572484.813438 + Penalty 3098.978424 = -1569385.835013
  nChanged 154
		SP:Iteration 23Q (88956.500000 sec): 3 clusters
  Score: Raw -1572526.399234 + Penalty 3098.978424 = -1569427.420810
  nChanged 140
		SP:Iteration 24Q (88956.840000 sec): 3 clusters
  Score: Raw -1572565.254544 + Penalty 3098.978424 = -1569466.276120
  nChanged 137
		SP:Iteration 25Q (88957.080000 sec): 3 clusters
  Score: Raw -1572603.290484 + Penalty 3098.978424 = -1569504.312060
  nChanged 128
		SP:Iteration 26Q (88957.350000 sec): 3 clusters
  Score: Raw -1572636.998556 + Penalty 3098.978424 = -1569538.020132
  nChanged 116
		SP:Iteration 27Q (88957.630000 sec): 3 clusters
  Score: Raw -1572668.393883 + Penalty 3098.978424 = -1569569.415458
  nChanged 124
		SP:Iteration 28Q (88957.960000 sec): 3 clusters
  Score: Raw -1572698.150359 + Penalty 3098.978424 = -1569599.171934
  nChanged 119
		SP:Iteration 29Q (88958.200000 sec): 3 clusters
  Score: Raw -1572725.366319 + Penalty 3098.978424 = -1569626.387895
  nChanged 104
		SP:Iteration 30Q (88958.500000 sec): 3 clusters
  Score: Raw -1572748.295170 + Penalty 3098.978424 = -1569649.316745
  nChanged 107
		SP:Iteration 31Q (88958.780000 sec): 3 clusters
  Score: Raw -1572775.310127 + Penalty 3098.978424 = -1569676.331702
  nChanged 118
		SP:Iteration 32Q (88959.110000 sec): 3 clusters
  Score: Raw -1572803.788516 + Penalty 3098.978424 = -1569704.810092
  nChanged 110
		SP:Iteration 33Q (88959.400000 sec): 3 clusters
  Score: Raw -1572830.714356 + Penalty 3098.978424 = -1569731.735932
  nChanged 114
		SP:Iteration 34Q (88959.670000 sec): 3 clusters
  Score: Raw -1572857.377386 + Penalty 3098.978424 = -1569758.398962
  nChanged 104
		SP:Iteration 35Q (88959.870000 sec): 3 clusters
  Score: Raw -1572879.407303 + Penalty 3098.978424 = -1569780.428878
  nChanged 93
		SP:Iteration 36Q (88960.090000 sec): 3 clusters
  Score: Raw -1572898.400750 + Penalty 3098.978424 = -1569799.422325
  nChanged 82
		SP:Iteration 37Q (88960.370000 sec): 3 clusters
  Score: Raw -1572914.096914 + Penalty 3098.978424 = -1569815.118490
  nChanged 78
		SP:Iteration 38Q (88960.610000 sec): 3 clusters
  Score: Raw -1572928.020819 + Penalty 3098.978424 = -1569829.042395
  nChanged 67
		SP:Iteration 39Q (88960.890000 sec): 3 clusters
  Score: Raw -1572940.833805 + Penalty 3098.978424 = -1569841.855381
  nChanged 75
		SP:Iteration 40F (88961.170000 sec): 3 clusters
  Score: Raw -1572954.070028 + Penalty 3098.978424 = -1569855.091603
  nChanged 74
		SP:Iteration 41Q (88961.410000 sec): 3 clusters
  Score: Raw -1572969.925764 + Penalty 3098.978424 = -1569870.947339
  nChanged 81
		SP:Iteration 42Q (88961.610000 sec): 3 clusters
  Score: Raw -1572988.616611 + Penalty 3098.978424 = -1569889.638187
  nChanged 100
		SP:Iteration 43Q (88961.930000 sec): 3 clusters
  Score: Raw -1573017.361286 + Penalty 3098.978424 = -1569918.382862
  nChanged 124
		SP:Iteration 44Q (88962.190000 sec): 3 clusters
  Score: Raw -1573055.158931 + Penalty 3098.978424 = -1569956.180506
  nChanged 130
		SP:Iteration 45Q (88962.460000 sec): 3 clusters
  Score: Raw -1573089.815388 + Penalty 3098.978424 = -1569990.836964
  nChanged 121
		SP:Iteration 46Q (88962.710000 sec): 3 clusters
  Score: Raw -1573120.048275 + Penalty 3098.978424 = -1570021.069850
  nChanged 109
		SP:Iteration 47Q (88962.940000 sec): 3 clusters
  Score: Raw -1573152.600697 + Penalty 3098.978424 = -1570053.622273
  nChanged 110
		SP:Iteration 48Q (88963.280000 sec): 3 clusters
  Score: Raw -1573178.434824 + Penalty 3098.978424 = -1570079.456400
  nChanged 114
		SP:Iteration 49Q (88963.520000 sec): 3 clusters
  Score: Raw -1573208.022498 + Penalty 3098.978424 = -1570109.044073
  nChanged 117
		SP:Iteration 50Q (88963.830000 sec): 3 clusters
  Score: Raw -1573239.464019 + Penalty 3098.978424 = -1570140.485594
  nChanged 114
		SP:Iteration 51Q (88964.030000 sec): 3 clusters
  Score: Raw -1573270.576581 + Penalty 3098.978424 = -1570171.598157
  nChanged 106
		SP:Iteration 52Q (88964.310000 sec): 3 clusters
  Score: Raw -1573299.857825 + Penalty 3098.978424 = -1570200.879400
  nChanged 103
		SP:Iteration 53Q (88964.580000 sec): 3 clusters
  Score: Raw -1573327.872614 + Penalty 3098.978424 = -1570228.894189
  nChanged 121
		SP:Iteration 54Q (88964.790000 sec): 3 clusters
  Score: Raw -1573363.515811 + Penalty 3098.978424 = -1570264.537386
  nChanged 106
		SP:Iteration 55Q (88965.060000 sec): 3 clusters
  Score: Raw -1573400.081314 + Penalty 3098.978424 = -1570301.102889
  nChanged 115
		SP:Iteration 56Q (88965.310000 sec): 3 clusters
  Score: Raw -1573441.973906 + Penalty 3098.978424 = -1570342.995482
  nChanged 113
		SP:Iteration 57Q (88965.530000 sec): 3 clusters
  Score: Raw -1573480.710013 + Penalty 3098.978424 = -1570381.731589
  nChanged 99
		SP:Iteration 58Q (88965.800000 sec): 3 clusters
  Score: Raw -1573513.193317 + Penalty 3098.978424 = -1570414.214893
  nChanged 90
		SP:Iteration 59Q (88966.070000 sec): 3 clusters
  Score: Raw -1573540.748417 + Penalty 3098.978424 = -1570441.769993
  nChanged 81
		SP:Iteration 60F (88966.340000 sec): 3 clusters
  Score: Raw -1573567.792466 + Penalty 3098.978424 = -1570468.814041
  nChanged 82
		SP:Iteration 61Q (88966.560000 sec): 3 clusters
  Score: Raw -1573594.803992 + Penalty 3098.978424 = -1570495.825568
  nChanged 79
		SP:Iteration 62Q (88966.860000 sec): 3 clusters
  Score: Raw -1573620.896448 + Penalty 3098.978424 = -1570521.918023
  nChanged 88
		SP:Iteration 63Q (88967.060000 sec): 3 clusters
  Score: Raw -1573648.517923 + Penalty 3098.978424 = -1570549.539498
  nChanged 81
		SP:Iteration 64Q (88967.300000 sec): 3 clusters
  Score: Raw -1573677.982486 + Penalty 3098.978424 = -1570579.004062
  nChanged 79
		SP:Iteration 65Q (88967.540000 sec): 3 clusters
  Score: Raw -1573705.414056 + Penalty 3098.978424 = -1570606.435632
  nChanged 63
		SP:Iteration 66Q (88967.780000 sec): 3 clusters
  Score: Raw -1573722.915923 + Penalty 3098.978424 = -1570623.937499
  nChanged 66
		SP:Iteration 67Q (88968.010000 sec): 3 clusters
  Score: Raw -1573740.444198 + Penalty 3098.978424 = -1570641.465774
  nChanged 52
		SP:Iteration 68Q (88968.270000 sec): 3 clusters
  Score: Raw -1573753.449279 + Penalty 3098.978424 = -1570654.470855
  nChanged 40
		SP:Iteration 69Q (88968.530000 sec): 3 clusters
  Score: Raw -1573764.009620 + Penalty 3098.978424 = -1570665.031196
  nChanged 38
		SP:Iteration 70Q (88968.780000 sec): 3 clusters
  Score: Raw -1573775.511640 + Penalty 3098.978424 = -1570676.533215
  nChanged 46
		SP:Iteration 71Q (88968.980000 sec): 3 clusters
  Score: Raw -1573789.634704 + Penalty 3098.978424 = -1570690.656279
  nChanged 43
		SP:Iteration 72Q (88969.190000 sec): 3 clusters
  Score: Raw -1573803.791162 + Penalty 3098.978424 = -1570704.812737
  nChanged 49
		SP:Iteration 73Q (88969.470000 sec): 3 clusters
  Score: Raw -1573818.341660 + Penalty 3098.978424 = -1570719.363235
  nChanged 38
		SP:Iteration 74Q (88969.700000 sec): 3 clusters
  Score: Raw -1573830.773593 + Penalty 3098.978424 = -1570731.795168
  nChanged 33
		SP:Iteration 75Q (88969.890000 sec): 3 clusters
  Score: Raw -1573840.950202 + Penalty 3098.978424 = -1570741.971777
  nChanged 32
		SP:Iteration 76Q (88970.100000 sec): 3 clusters
  Score: Raw -1573850.025157 + Penalty 3098.978424 = -1570751.046733
  nChanged 28
		SP:Iteration 77Q (88970.330000 sec): 3 clusters
  Score: Raw -1573858.662603 + Penalty 3098.978424 = -1570759.684179
  nChanged 40
		SP:Iteration 78Q (88970.540000 sec): 3 clusters
  Score: Raw -1573871.457584 + Penalty 3098.978424 = -1570772.479160
  nChanged 33
		SP:Iteration 79Q (88970.800000 sec): 3 clusters
  Score: Raw -1573883.988851 + Penalty 3098.978424 = -1570785.010426
  nChanged 34
		SP:Iteration 80F (88971.010000 sec): 3 clusters
  Score: Raw -1573894.855211 + Penalty 3098.978424 = -1570795.876787
  nChanged 36
		SP:Iteration 81Q (88971.240000 sec): 3 clusters
  Score: Raw -1573908.100853 + Penalty 3098.978424 = -1570809.122429
  nChanged 46
		SP:Iteration 82Q (88971.460000 sec): 3 clusters
  Score: Raw -1573927.727691 + Penalty 3098.978424 = -1570828.749267
  nChanged 51
		SP:Iteration 83Q (88971.750000 sec): 3 clusters
  Score: Raw -1573950.262124 + Penalty 3098.978424 = -1570851.283700
  nChanged 51
		SP:Iteration 84Q (88971.990000 sec): 3 clusters
  Score: Raw -1573968.605882 + Penalty 3098.978424 = -1570869.627458
  nChanged 32
		SP:Iteration 85Q (88972.300000 sec): 3 clusters
  Score: Raw -1573979.959586 + Penalty 3098.978424 = -1570880.981161
  nChanged 22
		SP:Iteration 86Q (88972.540000 sec): 3 clusters
  Score: Raw -1573988.208673 + Penalty 3098.978424 = -1570889.230248
  nChanged 26
		SP:Iteration 87Q (88972.850000 sec): 3 clusters
  Score: Raw -1573995.977266 + Penalty 3098.978424 = -1570896.998842
  nChanged 24
		SP:Iteration 88Q (88973.050000 sec): 3 clusters
  Score: Raw -1574004.925600 + Penalty 3098.978424 = -1570905.947175
  nChanged 21
		SP:Iteration 89Q (88973.290000 sec): 3 clusters
  Score: Raw -1574013.551288 + Penalty 3098.978424 = -1570914.572864
  nChanged 24
		SP:Iteration 90Q (88973.560000 sec): 3 clusters
  Score: Raw -1574020.225927 + Penalty 3098.978424 = -1570921.247503
  nChanged 16
		SP:Iteration 91Q (88973.780000 sec): 3 clusters
  Score: Raw -1574024.692228 + Penalty 3098.978424 = -1570925.713803
  nChanged 16
		SP:Iteration 92Q (88973.970000 sec): 3 clusters
  Score: Raw -1574029.069614 + Penalty 3098.978424 = -1570930.091190
  nChanged 12
		SP:Iteration 93Q (88974.210000 sec): 3 clusters
  Score: Raw -1574032.066007 + Penalty 3098.978424 = -1570933.087582
  nChanged 8
		SP:Iteration 94Q (88974.420000 sec): 3 clusters
  Score: Raw -1574034.187232 + Penalty 3098.978424 = -1570935.208807
  nChanged 6
		SP:Iteration 95Q (88974.640000 sec): 3 clusters
  Score: Raw -1574035.430630 + Penalty 3098.978424 = -1570936.452206
  nChanged 7
		SP:Iteration 96Q (88974.850000 sec): 3 clusters
  Score: Raw -1574037.108184 + Penalty 3098.978424 = -1570938.129759
  nChanged 11
		SP:Iteration 97Q (88975.060000 sec): 3 clusters
  Score: Raw -1574039.887043 + Penalty 3098.978424 = -1570940.908619
  nChanged 9
		SP:Iteration 98Q (88975.280000 sec): 3 clusters
  Score: Raw -1574042.671827 + Penalty 3098.978424 = -1570943.693402
  nChanged 9
		SP:Iteration 99Q (88975.490000 sec): 3 clusters
  Score: Raw -1574044.779239 + Penalty 3098.978424 = -1570945.800814
  nChanged 8
		SP:Iteration 100F (88975.690000 sec): 3 clusters
  Score: Raw -1574048.201228 + Penalty 3098.978424 = -1570949.222803
  nChanged 12
		SP:Iteration 101Q (88975.950000 sec): 3 clusters
  Score: Raw -1574052.015220 + Penalty 3098.978424 = -1570953.036795
  nChanged 11
		SP:Iteration 102Q (88976.210000 sec): 3 clusters
  Score: Raw -1574055.966833 + Penalty 3098.978424 = -1570956.988408
  nChanged 18
		SP:Iteration 103Q (88976.370000 sec): 3 clusters
  Score: Raw -1574061.633085 + Penalty 3098.978424 = -1570962.654661
  nChanged 9
		SP:Iteration 104Q (88976.620000 sec): 3 clusters
  Score: Raw -1574064.531837 + Penalty 3098.978424 = -1570965.553413
  nChanged 8
		SP:Iteration 105Q (88976.840000 sec): 3 clusters
  Score: Raw -1574066.829582 + Penalty 3098.978424 = -1570967.851157
  nChanged 5
		SP:Iteration 106Q (88977.070000 sec): 3 clusters
  Score: Raw -1574067.791038 + Penalty 3098.978424 = -1570968.812613
  nChanged 5
		SP:Iteration 107Q (88977.330000 sec): 3 clusters
  Score: Raw -1574068.750682 + Penalty 3098.978424 = -1570969.772258
  nChanged 4
		SP:Iteration 108Q (88977.580000 sec): 3 clusters
  Score: Raw -1574069.667678 + Penalty 3098.978424 = -1570970.689253
  nChanged 3
		SP:Iteration 109Q (88977.780000 sec): 3 clusters
  Score: Raw -1574070.420823 + Penalty 3098.978424 = -1570971.442399
  nChanged 2
		SP:Iteration 110Q (88977.990000 sec): 3 clusters
  Score: Raw -1574070.794021 + Penalty 3098.978424 = -1570971.815597
  nChanged 2
		SP:Iteration 111Q (88978.300000 sec): 3 clusters
  Score: Raw -1574071.138551 + Penalty 3098.978424 = -1570972.160127
  nChanged 0
		SP:Iteration 112F (88978.530000 sec): 3 clusters
  Score: Raw -1574071.138551 + Penalty 3098.978424 = -1570972.160127
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (17115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88978.730000 sec): 2 clusters
  Score: Raw -2097143.632851 + Penalty 1584.002965 = -2095559.629886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88979.020000 sec): 3 clusters
  Score: Raw -2086994.757691 + Penalty 3168.005929 = -2083826.751762
  nChanged 7646
		SP:Iteration 1F (88979.310000 sec): 3 clusters
  Score: Raw -2091172.130208 + Penalty 3168.005929 = -2088004.124279
  nChanged 877
		SP:Iteration 2F (88979.570000 sec): 3 clusters
  Score: Raw -2091544.014212 + Penalty 3168.005929 = -2088376.008283
  nChanged 824
		SP:Iteration 3Q (88979.880000 sec): 3 clusters
  Score: Raw -2091936.883762 + Penalty 3168.005929 = -2088768.877833
  nChanged 843
		SP:Iteration 4Q (88980.170000 sec): 3 clusters
  Score: Raw -2092406.062274 + Penalty 3168.005929 = -2089238.056345
  nChanged 866
		SP:Iteration 5F (88980.440000 sec): 3 clusters
  Score: Raw -2092959.583082 + Penalty 3168.005929 = -2089791.577153
  nChanged 916
		SP:Iteration 6F (88980.670000 sec): 3 clusters
  Score: Raw -2093581.835677 + Penalty 3168.005929 = -2090413.829748
  nChanged 890
		SP:Iteration 7F (88980.960000 sec): 3 clusters
  Score: Raw -2094271.780042 + Penalty 3168.005929 = -2091103.774113
  nChanged 908
		SP:Iteration 8F (88981.270000 sec): 3 clusters
  Score: Raw -2094947.196889 + Penalty 3168.005929 = -2091779.190960
  nChanged 754
		SP:Iteration 9Q (88981.570000 sec): 3 clusters
  Score: Raw -2095479.795417 + Penalty 3168.005929 = -2092311.789488
  nChanged 544
		SP:Iteration 10Q (88981.830000 sec): 3 clusters
  Score: Raw -2095818.673997 + Penalty 3168.005929 = -2092650.668068
  nChanged 439
		SP:Iteration 11Q (88982.110000 sec): 3 clusters
  Score: Raw -2096074.593027 + Penalty 3168.005929 = -2092906.587098
  nChanged 349
		SP:Iteration 12Q (88982.380000 sec): 3 clusters
  Score: Raw -2096264.711468 + Penalty 3168.005929 = -2093096.705539
  nChanged 286
		SP:Iteration 13Q (88982.630000 sec): 3 clusters
  Score: Raw -2096396.750510 + Penalty 3168.005929 = -2093228.744581
  nChanged 214
		SP:Iteration 14Q (88982.860000 sec): 3 clusters
  Score: Raw -2096485.973935 + Penalty 3168.005929 = -2093317.968006
  nChanged 168
		SP:Iteration 15Q (88983.140000 sec): 3 clusters
  Score: Raw -2096558.058368 + Penalty 3168.005929 = -2093390.052439
  nChanged 149
		SP:Iteration 16Q (88983.410000 sec): 3 clusters
  Score: Raw -2096617.247071 + Penalty 3168.005929 = -2093449.241142
  nChanged 139
		SP:Iteration 17Q (88983.730000 sec): 3 clusters
  Score: Raw -2096674.343815 + Penalty 3168.005929 = -2093506.337886
  nChanged 135
		SP:Iteration 18Q (88983.980000 sec): 3 clusters
  Score: Raw -2096725.826183 + Penalty 3168.005929 = -2093557.820254
  nChanged 115
		SP:Iteration 19Q (88984.170000 sec): 3 clusters
  Score: Raw -2096767.647100 + Penalty 3168.005929 = -2093599.641171
  nChanged 107
		SP:Iteration 20F (88984.530000 sec): 3 clusters
  Score: Raw -2096809.711196 + Penalty 3168.005929 = -2093641.705266
  nChanged 103
		SP:Iteration 21Q (88984.750000 sec): 3 clusters
  Score: Raw -2096848.312532 + Penalty 3168.005929 = -2093680.306602
  nChanged 105
		SP:Iteration 22Q (88985.050000 sec): 3 clusters
  Score: Raw -2096895.384743 + Penalty 3168.005929 = -2093727.378814
  nChanged 114
		SP:Iteration 23Q (88985.300000 sec): 3 clusters
  Score: Raw -2096950.775393 + Penalty 3168.005929 = -2093782.769464
  nChanged 102
		SP:Iteration 24Q (88985.530000 sec): 3 clusters
  Score: Raw -2096999.448401 + Penalty 3168.005929 = -2093831.442472
  nChanged 83
		SP:Iteration 25Q (88985.820000 sec): 3 clusters
  Score: Raw -2097038.295062 + Penalty 3168.005929 = -2093870.289133
  nChanged 81
		SP:Iteration 26Q (88986.040000 sec): 3 clusters
  Score: Raw -2097072.562737 + Penalty 3168.005929 = -2093904.556808
  nChanged 54
		SP:Iteration 27Q (88986.350000 sec): 3 clusters
  Score: Raw -2097094.467478 + Penalty 3168.005929 = -2093926.461549
  nChanged 56
		SP:Iteration 28Q (88986.610000 sec): 3 clusters
  Score: Raw -2097116.816010 + Penalty 3168.005929 = -2093948.810081
  nChanged 61
		SP:Iteration 29Q (88986.940000 sec): 3 clusters
  Score: Raw -2097143.424583 + Penalty 3168.005929 = -2093975.418654
  nChanged 49
		SP:Iteration 30Q (88987.180000 sec): 3 clusters
  Score: Raw -2097164.194290 + Penalty 3168.005929 = -2093996.188361
  nChanged 49
		SP:Iteration 31Q (88987.430000 sec): 3 clusters
  Score: Raw -2097187.778713 + Penalty 3168.005929 = -2094019.772784
  nChanged 43
		SP:Iteration 32Q (88987.730000 sec): 3 clusters
  Score: Raw -2097209.463869 + Penalty 3168.005929 = -2094041.457940
  nChanged 30
		SP:Iteration 33Q (88988.010000 sec): 3 clusters
  Score: Raw -2097220.785420 + Penalty 3168.005929 = -2094052.779491
  nChanged 16
		SP:Iteration 34Q (88988.280000 sec): 3 clusters
  Score: Raw -2097227.877036 + Penalty 3168.005929 = -2094059.871107
  nChanged 21
		SP:Iteration 35Q (88988.540000 sec): 3 clusters
  Score: Raw -2097236.416106 + Penalty 3168.005929 = -2094068.410177
  nChanged 15
		SP:Iteration 36Q (88988.870000 sec): 3 clusters
  Score: Raw -2097243.235372 + Penalty 3168.005929 = -2094075.229443
  nChanged 16
		SP:Iteration 37Q (88989.150000 sec): 3 clusters
  Score: Raw -2097249.542452 + Penalty 3168.005929 = -2094081.536523
  nChanged 18
		SP:Iteration 38Q (88989.490000 sec): 3 clusters
  Score: Raw -2097258.779824 + Penalty 3168.005929 = -2094090.773895
  nChanged 16
		SP:Iteration 39Q (88989.770000 sec): 3 clusters
  Score: Raw -2097265.380958 + Penalty 3168.005929 = -2094097.375029
  nChanged 14
		SP:Iteration 40F (88990.050000 sec): 3 clusters
  Score: Raw -2097270.912850 + Penalty 3168.005929 = -2094102.906920
  nChanged 13
		SP:Iteration 41Q (88990.320000 sec): 3 clusters
  Score: Raw -2097275.825088 + Penalty 3168.005929 = -2094107.819159
  nChanged 9
		SP:Iteration 42Q (88990.620000 sec): 3 clusters
  Score: Raw -2097278.827751 + Penalty 3168.005929 = -2094110.821822
  nChanged 7
		SP:Iteration 43Q (88990.940000 sec): 3 clusters
  Score: Raw -2097281.300011 + Penalty 3168.005929 = -2094113.294082
  nChanged 9
		SP:Iteration 44Q (88991.240000 sec): 3 clusters
  Score: Raw -2097285.388548 + Penalty 3168.005929 = -2094117.382619
  nChanged 11
		SP:Iteration 45Q (88991.500000 sec): 3 clusters
  Score: Raw -2097291.343057 + Penalty 3168.005929 = -2094123.337128
  nChanged 7
		SP:Iteration 46Q (88991.800000 sec): 3 clusters
  Score: Raw -2097293.870062 + Penalty 3168.005929 = -2094125.864133
  nChanged 6
		SP:Iteration 47Q (88992.130000 sec): 3 clusters
  Score: Raw -2097296.231928 + Penalty 3168.005929 = -2094128.225999
  nChanged 4
		SP:Iteration 48Q (88992.380000 sec): 3 clusters
  Score: Raw -2097297.564165 + Penalty 3168.005929 = -2094129.558236
  nChanged 2
		SP:Iteration 49Q (88992.650000 sec): 3 clusters
  Score: Raw -2097298.688973 + Penalty 3168.005929 = -2094130.683044
  nChanged 4
		SP:Iteration 50Q (88992.960000 sec): 3 clusters
  Score: Raw -2097300.110126 + Penalty 3168.005929 = -2094132.104197
  nChanged 2
		SP:Iteration 51Q (88993.220000 sec): 3 clusters
  Score: Raw -2097301.462263 + Penalty 3168.005929 = -2094133.456334
  nChanged 3
		SP:Iteration 52Q (88993.500000 sec): 3 clusters
  Score: Raw -2097302.510334 + Penalty 3168.005929 = -2094134.504405
  nChanged 2
		SP:Iteration 53Q (88993.760000 sec): 3 clusters
  Score: Raw -2097303.253049 + Penalty 3168.005929 = -2094135.247120
  nChanged 2
		SP:Iteration 54Q (88994.070000 sec): 3 clusters
  Score: Raw -2097303.929895 + Penalty 3168.005929 = -2094135.923966
  nChanged 3
		SP:Iteration 55Q (88994.450000 sec): 3 clusters
  Score: Raw -2097304.732773 + Penalty 3168.005929 = -2094136.726844
  nChanged 1
		SP:Iteration 56Q (88994.760000 sec): 3 clusters
  Score: Raw -2097305.160045 + Penalty 3168.005929 = -2094137.154116
  nChanged 2
		SP:Iteration 57Q (88995.020000 sec): 3 clusters
  Score: Raw -2097306.097141 + Penalty 3168.005929 = -2094138.091212
  nChanged 1
		SP:Iteration 58Q (88995.320000 sec): 3 clusters
  Score: Raw -2097306.335631 + Penalty 3168.005929 = -2094138.329702
  nChanged 0
		SP:Iteration 59F (88995.700000 sec): 3 clusters
  Score: Raw -2097306.335631 + Penalty 3168.005929 = -2094138.329702
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (20784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88995.900000 sec): 2 clusters
  Score: Raw -2321810.417272 + Penalty 1615.565045 = -2320194.852227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88996.220000 sec): 3 clusters
  Score: Raw -2309332.644105 + Penalty 3231.130090 = -2306101.514015
  nChanged 9371
		SP:Iteration 1F (88996.610000 sec): 3 clusters
  Score: Raw -2314446.973301 + Penalty 3231.130090 = -2311215.843210
  nChanged 1011
		SP:Iteration 2Q (88996.980000 sec): 3 clusters
  Score: Raw -2314824.711549 + Penalty 3231.130090 = -2311593.581459
  nChanged 972
		SP:Iteration 3Q (88997.350000 sec): 3 clusters
  Score: Raw -2315209.114024 + Penalty 3231.130090 = -2311977.983934
  nChanged 1020
		SP:Iteration 4Q (88997.660000 sec): 3 clusters
  Score: Raw -2315619.806260 + Penalty 3231.130090 = -2312388.676170
  nChanged 1001
		SP:Iteration 5Q (88998.000000 sec): 3 clusters
  Score: Raw -2316065.086042 + Penalty 3231.130090 = -2312833.955951
  nChanged 1012
		SP:Iteration 6Q (88998.340000 sec): 3 clusters
  Score: Raw -2316577.155388 + Penalty 3231.130090 = -2313346.025297
  nChanged 1019
		SP:Iteration 7Q (88998.710000 sec): 3 clusters
  Score: Raw -2317150.484850 + Penalty 3231.130090 = -2313919.354760
  nChanged 1024
		SP:Iteration 8Q (88999.060000 sec): 3 clusters
  Score: Raw -2317835.807136 + Penalty 3231.130090 = -2314604.677046
  nChanged 1039
		SP:Iteration 9Q (88999.360000 sec): 3 clusters
  Score: Raw -2318598.006781 + Penalty 3231.130090 = -2315366.876691
  nChanged 967
		SP:Iteration 10Q (88999.650000 sec): 3 clusters
  Score: Raw -2319274.831161 + Penalty 3231.130090 = -2316043.701071
  nChanged 836
		SP:Iteration 11Q (88999.970000 sec): 3 clusters
  Score: Raw -2319802.939257 + Penalty 3231.130090 = -2316571.809167
  nChanged 614
		SP:Iteration 12Q (89000.300000 sec): 3 clusters
  Score: Raw -2320104.370297 + Penalty 3231.130090 = -2316873.240207
  nChanged 496
		SP:Iteration 13Q (89000.610000 sec): 3 clusters
  Score: Raw -2320316.480181 + Penalty 3231.130090 = -2317085.350091
  nChanged 369
		SP:Iteration 14Q (89000.940000 sec): 3 clusters
  Score: Raw -2320456.685859 + Penalty 3231.130090 = -2317225.555769
  nChanged 313
		SP:Iteration 15Q (89001.220000 sec): 3 clusters
  Score: Raw -2320568.534278 + Penalty 3231.130090 = -2317337.404188
  nChanged 304
		SP:Iteration 16Q (89001.570000 sec): 3 clusters
  Score: Raw -2320678.435378 + Penalty 3231.130090 = -2317447.305288
  nChanged 286
		SP:Iteration 17Q (89001.940000 sec): 3 clusters
  Score: Raw -2320783.015710 + Penalty 3231.130090 = -2317551.885620
  nChanged 257
		SP:Iteration 18Q (89002.210000 sec): 3 clusters
  Score: Raw -2320863.627589 + Penalty 3231.130090 = -2317632.497499
  nChanged 210
		SP:Iteration 19Q (89002.500000 sec): 3 clusters
  Score: Raw -2320926.076504 + Penalty 3231.130090 = -2317694.946413
  nChanged 179
		SP:Iteration 20F (89002.730000 sec): 3 clusters
  Score: Raw -2320974.388939 + Penalty 3231.130090 = -2317743.258849
  nChanged 172
		SP:Iteration 21Q (89003.070000 sec): 3 clusters
  Score: Raw -2321016.415448 + Penalty 3231.130090 = -2317785.285357
  nChanged 160
		SP:Iteration 22Q (89003.350000 sec): 3 clusters
  Score: Raw -2321056.476576 + Penalty 3231.130090 = -2317825.346485
  nChanged 141
		SP:Iteration 23Q (89003.690000 sec): 3 clusters
  Score: Raw -2321086.260695 + Penalty 3231.130090 = -2317855.130605
  nChanged 131
		SP:Iteration 24Q (89004.030000 sec): 3 clusters
  Score: Raw -2321114.553293 + Penalty 3231.130090 = -2317883.423203
  nChanged 126
		SP:Iteration 25Q (89004.360000 sec): 3 clusters
  Score: Raw -2321138.331987 + Penalty 3231.130090 = -2317907.201896
  nChanged 105
		SP:Iteration 26Q (89004.630000 sec): 3 clusters
  Score: Raw -2321158.516758 + Penalty 3231.130090 = -2317927.386668
  nChanged 107
		SP:Iteration 27Q (89004.950000 sec): 3 clusters
  Score: Raw -2321175.780324 + Penalty 3231.130090 = -2317944.650234
  nChanged 85
		SP:Iteration 28Q (89005.190000 sec): 3 clusters
  Score: Raw -2321189.975520 + Penalty 3231.130090 = -2317958.845430
  nChanged 90
		SP:Iteration 29Q (89005.490000 sec): 3 clusters
  Score: Raw -2321205.628894 + Penalty 3231.130090 = -2317974.498804
  nChanged 79
		SP:Iteration 30Q (89005.720000 sec): 3 clusters
  Score: Raw -2321219.500516 + Penalty 3231.130090 = -2317988.370426
  nChanged 65
		SP:Iteration 31Q (89005.950000 sec): 3 clusters
  Score: Raw -2321228.371171 + Penalty 3231.130090 = -2317997.241081
  nChanged 58
		SP:Iteration 32Q (89006.220000 sec): 3 clusters
  Score: Raw -2321236.079905 + Penalty 3231.130090 = -2318004.949815
  nChanged 68
		SP:Iteration 33Q (89006.390000 sec): 3 clusters
  Score: Raw -2321247.591366 + Penalty 3231.130090 = -2318016.461276
  nChanged 58
		SP:Iteration 34Q (89006.660000 sec): 3 clusters
  Score: Raw -2321256.423767 + Penalty 3231.130090 = -2318025.293677
  nChanged 63
		SP:Iteration 35Q (89006.950000 sec): 3 clusters
  Score: Raw -2321265.274600 + Penalty 3231.130090 = -2318034.144510
  nChanged 55
		SP:Iteration 36Q (89007.240000 sec): 3 clusters
  Score: Raw -2321272.879340 + Penalty 3231.130090 = -2318041.749250
  nChanged 49
		SP:Iteration 37Q (89007.560000 sec): 3 clusters
  Score: Raw -2321281.212348 + Penalty 3231.130090 = -2318050.082258
  nChanged 48
		SP:Iteration 38Q (89007.870000 sec): 3 clusters
  Score: Raw -2321289.151778 + Penalty 3231.130090 = -2318058.021688
  nChanged 51
		SP:Iteration 39Q (89008.160000 sec): 3 clusters
  Score: Raw -2321296.936493 + Penalty 3231.130090 = -2318065.806403
  nChanged 55
		SP:Iteration 40F (89008.500000 sec): 3 clusters
  Score: Raw -2321307.497961 + Penalty 3231.130090 = -2318076.367871
  nChanged 66
		SP:Iteration 41Q (89008.750000 sec): 3 clusters
  Score: Raw -2321318.377646 + Penalty 3231.130090 = -2318087.247555
  nChanged 66
		SP:Iteration 42Q (89009.070000 sec): 3 clusters
  Score: Raw -2321329.264499 + Penalty 3231.130090 = -2318098.134409
  nChanged 63
		SP:Iteration 43Q (89009.400000 sec): 3 clusters
  Score: Raw -2321337.962726 + Penalty 3231.130090 = -2318106.832636
  nChanged 56
		SP:Iteration 44Q (89009.690000 sec): 3 clusters
  Score: Raw -2321346.811472 + Penalty 3231.130090 = -2318115.681382
  nChanged 53
		SP:Iteration 45Q (89009.970000 sec): 3 clusters
  Score: Raw -2321356.735282 + Penalty 3231.130090 = -2318125.605192
  nChanged 57
		SP:Iteration 46Q (89010.250000 sec): 3 clusters
  Score: Raw -2321370.265972 + Penalty 3231.130090 = -2318139.135882
  nChanged 74
		SP:Iteration 47Q (89010.580000 sec): 3 clusters
  Score: Raw -2321384.660398 + Penalty 3231.130090 = -2318153.530308
  nChanged 72
		SP:Iteration 48Q (89010.920000 sec): 3 clusters
  Score: Raw -2321397.084189 + Penalty 3231.130090 = -2318165.954099
  nChanged 68
		SP:Iteration 49Q (89011.300000 sec): 3 clusters
  Score: Raw -2321408.235412 + Penalty 3231.130090 = -2318177.105322
  nChanged 58
		SP:Iteration 50Q (89011.580000 sec): 3 clusters
  Score: Raw -2321417.704942 + Penalty 3231.130090 = -2318186.574852
  nChanged 53
		SP:Iteration 51Q (89011.890000 sec): 3 clusters
  Score: Raw -2321427.996183 + Penalty 3231.130090 = -2318196.866093
  nChanged 67
		SP:Iteration 52Q (89012.220000 sec): 3 clusters
  Score: Raw -2321444.707897 + Penalty 3231.130090 = -2318213.577807
  nChanged 83
		SP:Iteration 53Q (89012.440000 sec): 3 clusters
  Score: Raw -2321463.368273 + Penalty 3231.130090 = -2318232.238183
  nChanged 79
		SP:Iteration 54Q (89012.730000 sec): 3 clusters
  Score: Raw -2321478.176188 + Penalty 3231.130090 = -2318247.046098
  nChanged 74
		SP:Iteration 55Q (89013.020000 sec): 3 clusters
  Score: Raw -2321490.278817 + Penalty 3231.130090 = -2318259.148727
  nChanged 53
		SP:Iteration 56Q (89013.270000 sec): 3 clusters
  Score: Raw -2321498.129022 + Penalty 3231.130090 = -2318266.998932
  nChanged 41
		SP:Iteration 57Q (89013.570000 sec): 3 clusters
  Score: Raw -2321504.896592 + Penalty 3231.130090 = -2318273.766502
  nChanged 48
		SP:Iteration 58Q (89013.910000 sec): 3 clusters
  Score: Raw -2321513.009010 + Penalty 3231.130090 = -2318281.878920
  nChanged 42
		SP:Iteration 59Q (89014.200000 sec): 3 clusters
  Score: Raw -2321518.634663 + Penalty 3231.130090 = -2318287.504573
  nChanged 37
		SP:Iteration 60F (89014.480000 sec): 3 clusters
  Score: Raw -2321523.309321 + Penalty 3231.130090 = -2318292.179231
  nChanged 36
		SP:Iteration 61Q (89014.760000 sec): 3 clusters
  Score: Raw -2321528.280410 + Penalty 3231.130090 = -2318297.150320
  nChanged 33
		SP:Iteration 62Q (89015.040000 sec): 3 clusters
  Score: Raw -2321532.833789 + Penalty 3231.130090 = -2318301.703699
  nChanged 27
		SP:Iteration 63Q (89015.310000 sec): 3 clusters
  Score: Raw -2321536.914757 + Penalty 3231.130090 = -2318305.784667
  nChanged 33
		SP:Iteration 64Q (89015.620000 sec): 3 clusters
  Score: Raw -2321542.480474 + Penalty 3231.130090 = -2318311.350384
  nChanged 39
		SP:Iteration 65Q (89015.910000 sec): 3 clusters
  Score: Raw -2321547.723811 + Penalty 3231.130090 = -2318316.593721
  nChanged 36
		SP:Iteration 66Q (89016.200000 sec): 3 clusters
  Score: Raw -2321552.627115 + Penalty 3231.130090 = -2318321.497025
  nChanged 38
		SP:Iteration 67Q (89016.500000 sec): 3 clusters
  Score: Raw -2321557.857048 + Penalty 3231.130090 = -2318326.726958
  nChanged 29
		SP:Iteration 68Q (89016.810000 sec): 3 clusters
  Score: Raw -2321562.554462 + Penalty 3231.130090 = -2318331.424372
  nChanged 31
		SP:Iteration 69Q (89017.120000 sec): 3 clusters
  Score: Raw -2321567.301266 + Penalty 3231.130090 = -2318336.171175
  nChanged 35
		SP:Iteration 70Q (89017.420000 sec): 3 clusters
  Score: Raw -2321572.749600 + Penalty 3231.130090 = -2318341.619510
  nChanged 30
		SP:Iteration 71Q (89017.760000 sec): 3 clusters
  Score: Raw -2321578.344150 + Penalty 3231.130090 = -2318347.214060
  nChanged 31
		SP:Iteration 72Q (89018.050000 sec): 3 clusters
  Score: Raw -2321584.235128 + Penalty 3231.130090 = -2318353.105038
  nChanged 33
		SP:Iteration 73Q (89018.380000 sec): 3 clusters
  Score: Raw -2321588.961822 + Penalty 3231.130090 = -2318357.831732
  nChanged 37
		SP:Iteration 74Q (89018.740000 sec): 3 clusters
  Score: Raw -2321593.919130 + Penalty 3231.130090 = -2318362.789040
  nChanged 32
		SP:Iteration 75Q (89019.030000 sec): 3 clusters
  Score: Raw -2321598.413072 + Penalty 3231.130090 = -2318367.282982
  nChanged 22
		SP:Iteration 76Q (89019.300000 sec): 3 clusters
  Score: Raw -2321600.858225 + Penalty 3231.130090 = -2318369.728135
  nChanged 22
		SP:Iteration 77Q (89019.580000 sec): 3 clusters
  Score: Raw -2321604.084857 + Penalty 3231.130090 = -2318372.954767
  nChanged 29
		SP:Iteration 78Q (89019.900000 sec): 3 clusters
  Score: Raw -2321608.402454 + Penalty 3231.130090 = -2318377.272364
  nChanged 39
		SP:Iteration 79Q (89020.190000 sec): 3 clusters
  Score: Raw -2321614.343117 + Penalty 3231.130090 = -2318383.213027
  nChanged 32
		SP:Iteration 80F (89020.520000 sec): 3 clusters
  Score: Raw -2321618.911482 + Penalty 3231.130090 = -2318387.781392
  nChanged 31
		SP:Iteration 81Q (89020.790000 sec): 3 clusters
  Score: Raw -2321623.502896 + Penalty 3231.130090 = -2318392.372806
  nChanged 30
		SP:Iteration 82Q (89021.120000 sec): 3 clusters
  Score: Raw -2321627.681417 + Penalty 3231.130090 = -2318396.551327
  nChanged 29
		SP:Iteration 83Q (89021.440000 sec): 3 clusters
  Score: Raw -2321631.798971 + Penalty 3231.130090 = -2318400.668881
  nChanged 28
		SP:Iteration 84Q (89021.770000 sec): 3 clusters
  Score: Raw -2321635.984074 + Penalty 3231.130090 = -2318404.853984
  nChanged 33
		SP:Iteration 85Q (89022.070000 sec): 3 clusters
  Score: Raw -2321640.522068 + Penalty 3231.130090 = -2318409.391978
  nChanged 27
		SP:Iteration 86Q (89022.330000 sec): 3 clusters
  Score: Raw -2321644.315680 + Penalty 3231.130090 = -2318413.185590
  nChanged 22
		SP:Iteration 87Q (89022.630000 sec): 3 clusters
  Score: Raw -2321649.202042 + Penalty 3231.130090 = -2318418.071951
  nChanged 38
		SP:Iteration 88Q (89022.960000 sec): 3 clusters
  Score: Raw -2321656.599993 + Penalty 3231.130090 = -2318425.469903
  nChanged 50
		SP:Iteration 89Q (89023.300000 sec): 3 clusters
  Score: Raw -2321667.500714 + Penalty 3231.130090 = -2318436.370624
  nChanged 61
		SP:Iteration 90Q (89023.640000 sec): 3 clusters
  Score: Raw -2321679.340055 + Penalty 3231.130090 = -2318448.209965
  nChanged 48
		SP:Iteration 91Q (89024.000000 sec): 3 clusters
  Score: Raw -2321689.860795 + Penalty 3231.130090 = -2318458.730705
  nChanged 57
		SP:Iteration 92Q (89024.370000 sec): 3 clusters
  Score: Raw -2321701.117454 + Penalty 3231.130090 = -2318469.987364
  nChanged 55
		SP:Iteration 93Q (89024.620000 sec): 3 clusters
  Score: Raw -2321710.290774 + Penalty 3231.130090 = -2318479.160684
  nChanged 46
		SP:Iteration 94Q (89024.930000 sec): 3 clusters
  Score: Raw -2321717.545988 + Penalty 3231.130090 = -2318486.415898
  nChanged 42
		SP:Iteration 95Q (89025.270000 sec): 3 clusters
  Score: Raw -2321724.028731 + Penalty 3231.130090 = -2318492.898641
  nChanged 39
		SP:Iteration 96Q (89025.540000 sec): 3 clusters
  Score: Raw -2321730.675467 + Penalty 3231.130090 = -2318499.545377
  nChanged 38
		SP:Iteration 97Q (89025.870000 sec): 3 clusters
  Score: Raw -2321737.224322 + Penalty 3231.130090 = -2318506.094232
  nChanged 43
		SP:Iteration 98Q (89026.190000 sec): 3 clusters
  Score: Raw -2321743.783699 + Penalty 3231.130090 = -2318512.653609
  nChanged 32
		SP:Iteration 99Q (89026.550000 sec): 3 clusters
  Score: Raw -2321749.985495 + Penalty 3231.130090 = -2318518.855405
  nChanged 29
		SP:Iteration 100F (89026.930000 sec): 3 clusters
  Score: Raw -2321754.042137 + Penalty 3231.130090 = -2318522.912047
  nChanged 28
		SP:Iteration 101Q (89027.210000 sec): 3 clusters
  Score: Raw -2321759.112937 + Penalty 3231.130090 = -2318527.982846
  nChanged 23
		SP:Iteration 102Q (89027.500000 sec): 3 clusters
  Score: Raw -2321763.549898 + Penalty 3231.130090 = -2318532.419808
  nChanged 32
		SP:Iteration 103Q (89027.790000 sec): 3 clusters
  Score: Raw -2321769.934024 + Penalty 3231.130090 = -2318538.803934
  nChanged 33
		SP:Iteration 104Q (89028.060000 sec): 3 clusters
  Score: Raw -2321777.462584 + Penalty 3231.130090 = -2318546.332494
  nChanged 39
		SP:Iteration 105Q (89028.350000 sec): 3 clusters
  Score: Raw -2321784.664925 + Penalty 3231.130090 = -2318553.534834
  nChanged 32
		SP:Iteration 106Q (89028.590000 sec): 3 clusters
  Score: Raw -2321789.153193 + Penalty 3231.130090 = -2318558.023103
  nChanged 22
		SP:Iteration 107Q (89028.860000 sec): 3 clusters
  Score: Raw -2321791.791150 + Penalty 3231.130090 = -2318560.661060
  nChanged 17
		SP:Iteration 108Q (89029.170000 sec): 3 clusters
  Score: Raw -2321794.339237 + Penalty 3231.130090 = -2318563.209147
  nChanged 17
		SP:Iteration 109Q (89029.430000 sec): 3 clusters
  Score: Raw -2321796.435010 + Penalty 3231.130090 = -2318565.304920
  nChanged 23
		SP:Iteration 110Q (89029.730000 sec): 3 clusters
  Score: Raw -2321799.228882 + Penalty 3231.130090 = -2318568.098792
  nChanged 27
		SP:Iteration 111Q (89029.990000 sec): 3 clusters
  Score: Raw -2321802.546763 + Penalty 3231.130090 = -2318571.416673
  nChanged 25
		SP:Iteration 112Q (89030.220000 sec): 3 clusters
  Score: Raw -2321806.909272 + Penalty 3231.130090 = -2318575.779182
  nChanged 31
		SP:Iteration 113Q (89030.510000 sec): 3 clusters
  Score: Raw -2321811.983060 + Penalty 3231.130090 = -2318580.852970
  nChanged 38
		SP:Iteration 114Q (89030.790000 sec): 3 clusters
  Score: Raw -2321820.671835 + Penalty 3231.130090 = -2318589.541744
  nChanged 48
		SP:Iteration 115Q (89031.100000 sec): 3 clusters
  Score: Raw -2321830.911158 + Penalty 3231.130090 = -2318599.781068
  nChanged 51
		SP:Iteration 116Q (89031.410000 sec): 3 clusters
  Score: Raw -2321842.502989 + Penalty 3231.130090 = -2318611.372899
  nChanged 45
		SP:Iteration 117Q (89031.770000 sec): 3 clusters
  Score: Raw -2321851.463299 + Penalty 3231.130090 = -2318620.333209
  nChanged 37
		SP:Iteration 118Q (89032.020000 sec): 3 clusters
  Score: Raw -2321858.487619 + Penalty 3231.130090 = -2318627.357529
  nChanged 39
		SP:Iteration 119Q (89032.350000 sec): 3 clusters
  Score: Raw -2321866.041368 + Penalty 3231.130090 = -2318634.911277
  nChanged 36
		SP:Iteration 120F (89032.700000 sec): 3 clusters
  Score: Raw -2321872.191834 + Penalty 3231.130090 = -2318641.061743
  nChanged 33
		SP:Iteration 121Q (89033.010000 sec): 3 clusters
  Score: Raw -2321878.746320 + Penalty 3231.130090 = -2318647.616230
  nChanged 36
		SP:Iteration 122Q (89033.370000 sec): 3 clusters
  Score: Raw -2321887.283091 + Penalty 3231.130090 = -2318656.153001
  nChanged 40
		SP:Iteration 123Q (89033.640000 sec): 3 clusters
  Score: Raw -2321895.418431 + Penalty 3231.130090 = -2318664.288341
  nChanged 38
		SP:Iteration 124Q (89033.960000 sec): 3 clusters
  Score: Raw -2321904.198123 + Penalty 3231.130090 = -2318673.068033
  nChanged 42
		SP:Iteration 125Q (89034.280000 sec): 3 clusters
  Score: Raw -2321913.460705 + Penalty 3231.130090 = -2318682.330615
  nChanged 32
		SP:Iteration 126Q (89034.610000 sec): 3 clusters
  Score: Raw -2321920.760981 + Penalty 3231.130090 = -2318689.630891
  nChanged 31
		SP:Iteration 127Q (89034.840000 sec): 3 clusters
  Score: Raw -2321930.180269 + Penalty 3231.130090 = -2318699.050179
  nChanged 32
		SP:Iteration 128Q (89035.210000 sec): 3 clusters
  Score: Raw -2321939.733703 + Penalty 3231.130090 = -2318708.603613
  nChanged 40
		SP:Iteration 129Q (89035.460000 sec): 3 clusters
  Score: Raw -2321950.106474 + Penalty 3231.130090 = -2318718.976384
  nChanged 39
		SP:Iteration 130Q (89035.730000 sec): 3 clusters
  Score: Raw -2321958.411121 + Penalty 3231.130090 = -2318727.281031
  nChanged 41
		SP:Iteration 131Q (89036.030000 sec): 3 clusters
  Score: Raw -2321969.716728 + Penalty 3231.130090 = -2318738.586638
  nChanged 43
		SP:Iteration 132Q (89036.380000 sec): 3 clusters
  Score: Raw -2321983.415928 + Penalty 3231.130090 = -2318752.285837
  nChanged 54
		SP:Iteration 133Q (89036.710000 sec): 3 clusters
  Score: Raw -2321999.693214 + Penalty 3231.130090 = -2318768.563124
  nChanged 60
		SP:Iteration 134Q (89037.100000 sec): 3 clusters
  Score: Raw -2322018.826860 + Penalty 3231.130090 = -2318787.696770
  nChanged 49
		SP:Iteration 135Q (89037.410000 sec): 3 clusters
  Score: Raw -2322034.303142 + Penalty 3231.130090 = -2318803.173052
  nChanged 40
		SP:Iteration 136Q (89037.710000 sec): 3 clusters
  Score: Raw -2322044.769073 + Penalty 3231.130090 = -2318813.638983
  nChanged 31
		SP:Iteration 137Q (89037.970000 sec): 3 clusters
  Score: Raw -2322051.564404 + Penalty 3231.130090 = -2318820.434313
  nChanged 22
		SP:Iteration 138Q (89038.220000 sec): 3 clusters
  Score: Raw -2322058.051302 + Penalty 3231.130090 = -2318826.921211
  nChanged 28
		SP:Iteration 139Q (89038.560000 sec): 3 clusters
  Score: Raw -2322065.965909 + Penalty 3231.130090 = -2318834.835819
  nChanged 25
		SP:Iteration 140F (89038.820000 sec): 3 clusters
  Score: Raw -2322072.596164 + Penalty 3231.130090 = -2318841.466073
  nChanged 27
		SP:Iteration 141Q (89039.230000 sec): 3 clusters
  Score: Raw -2322079.243647 + Penalty 3231.130090 = -2318848.113557
  nChanged 25
		SP:Iteration 142Q (89039.510000 sec): 3 clusters
  Score: Raw -2322085.690771 + Penalty 3231.130090 = -2318854.560680
  nChanged 27
		SP:Iteration 143Q (89039.800000 sec): 3 clusters
  Score: Raw -2322093.065184 + Penalty 3231.130090 = -2318861.935094
  nChanged 23
		SP:Iteration 144Q (89040.180000 sec): 3 clusters
  Score: Raw -2322098.775509 + Penalty 3231.130090 = -2318867.645419
  nChanged 22
		SP:Iteration 145Q (89040.410000 sec): 3 clusters
  Score: Raw -2322104.512336 + Penalty 3231.130090 = -2318873.382246
  nChanged 22
		SP:Iteration 146Q (89040.660000 sec): 3 clusters
  Score: Raw -2322109.905696 + Penalty 3231.130090 = -2318878.775606
  nChanged 16
		SP:Iteration 147Q (89040.980000 sec): 3 clusters
  Score: Raw -2322113.423991 + Penalty 3231.130090 = -2318882.293901
  nChanged 14
		SP:Iteration 148Q (89041.260000 sec): 3 clusters
  Score: Raw -2322116.726842 + Penalty 3231.130090 = -2318885.596752
  nChanged 10
		SP:Iteration 149Q (89041.530000 sec): 3 clusters
  Score: Raw -2322118.740398 + Penalty 3231.130090 = -2318887.610308
  nChanged 11
		SP:Iteration 150Q (89041.780000 sec): 3 clusters
  Score: Raw -2322120.981986 + Penalty 3231.130090 = -2318889.851895
  nChanged 14
		SP:Iteration 151Q (89042.000000 sec): 3 clusters
  Score: Raw -2322124.237206 + Penalty 3231.130090 = -2318893.107116
  nChanged 10
		SP:Iteration 152Q (89042.270000 sec): 3 clusters
  Score: Raw -2322127.051378 + Penalty 3231.130090 = -2318895.921288
  nChanged 9
		SP:Iteration 153Q (89042.470000 sec): 3 clusters
  Score: Raw -2322129.804412 + Penalty 3231.130090 = -2318898.674321
  nChanged 10
		SP:Iteration 154Q (89042.810000 sec): 3 clusters
  Score: Raw -2322132.932743 + Penalty 3231.130090 = -2318901.802653
  nChanged 9
		SP:Iteration 155Q (89043.040000 sec): 3 clusters
  Score: Raw -2322135.561075 + Penalty 3231.130090 = -2318904.430985
  nChanged 6
		SP:Iteration 156Q (89043.320000 sec): 3 clusters
  Score: Raw -2322136.861595 + Penalty 3231.130090 = -2318905.731505
  nChanged 10
		SP:Iteration 157Q (89043.590000 sec): 3 clusters
  Score: Raw -2322139.761017 + Penalty 3231.130090 = -2318908.630926
  nChanged 10
		SP:Iteration 158Q (89043.880000 sec): 3 clusters
  Score: Raw -2322142.334457 + Penalty 3231.130090 = -2318911.204367
  nChanged 15
		SP:Iteration 159Q (89044.170000 sec): 3 clusters
  Score: Raw -2322146.858754 + Penalty 3231.130090 = -2318915.728664
  nChanged 15
		SP:Iteration 160F (89044.450000 sec): 3 clusters
  Score: Raw -2322151.959654 + Penalty 3231.130090 = -2318920.829564
  nChanged 12
		SP:Iteration 161Q (89044.750000 sec): 3 clusters
  Score: Raw -2322156.286698 + Penalty 3231.130090 = -2318925.156608
  nChanged 15
		SP:Iteration 162Q (89044.990000 sec): 3 clusters
  Score: Raw -2322160.954483 + Penalty 3231.130090 = -2318929.824393
  nChanged 11
		SP:Iteration 163Q (89045.330000 sec): 3 clusters
  Score: Raw -2322164.329201 + Penalty 3231.130090 = -2318933.199111
  nChanged 14
		SP:Iteration 164Q (89045.650000 sec): 3 clusters
  Score: Raw -2322168.779307 + Penalty 3231.130090 = -2318937.649217
  nChanged 14
		SP:Iteration 165Q (89045.920000 sec): 3 clusters
  Score: Raw -2322173.882465 + Penalty 3231.130090 = -2318942.752375
  nChanged 13
		SP:Iteration 166Q (89046.180000 sec): 3 clusters
  Score: Raw -2322177.797052 + Penalty 3231.130090 = -2318946.666962
  nChanged 19
		SP:Iteration 167Q (89046.500000 sec): 3 clusters
  Score: Raw -2322183.386774 + Penalty 3231.130090 = -2318952.256684
  nChanged 14
		SP:Iteration 168Q (89046.810000 sec): 3 clusters
  Score: Raw -2322189.316637 + Penalty 3231.130090 = -2318958.186547
  nChanged 16
		SP:Iteration 169Q (89047.070000 sec): 3 clusters
  Score: Raw -2322195.720945 + Penalty 3231.130090 = -2318964.590854
  nChanged 18
		SP:Iteration 170Q (89047.370000 sec): 3 clusters
  Score: Raw -2322203.793964 + Penalty 3231.130090 = -2318972.663874
  nChanged 22
		SP:Iteration 171Q (89047.630000 sec): 3 clusters
  Score: Raw -2322214.531968 + Penalty 3231.130090 = -2318983.401878
  nChanged 24
		SP:Iteration 172Q (89047.900000 sec): 3 clusters
  Score: Raw -2322223.662544 + Penalty 3231.130090 = -2318992.532454
  nChanged 18
		SP:Iteration 173Q (89048.170000 sec): 3 clusters
  Score: Raw -2322229.311156 + Penalty 3231.130090 = -2318998.181066
  nChanged 17
		SP:Iteration 174Q (89048.450000 sec): 3 clusters
  Score: Raw -2322234.194373 + Penalty 3231.130090 = -2319003.064283
  nChanged 12
		SP:Iteration 175Q (89048.760000 sec): 3 clusters
  Score: Raw -2322237.070261 + Penalty 3231.130090 = -2319005.940171
  nChanged 9
		SP:Iteration 176Q (89049.090000 sec): 3 clusters
  Score: Raw -2322239.849211 + Penalty 3231.130090 = -2319008.719121
  nChanged 9
		SP:Iteration 177Q (89049.290000 sec): 3 clusters
  Score: Raw -2322242.366042 + Penalty 3231.130090 = -2319011.235952
  nChanged 5
		SP:Iteration 178Q (89049.600000 sec): 3 clusters
  Score: Raw -2322244.242651 + Penalty 3231.130090 = -2319013.112561
  nChanged 9
		SP:Iteration 179Q (89049.870000 sec): 3 clusters
  Score: Raw -2322246.511854 + Penalty 3231.130090 = -2319015.381764
  nChanged 7
		SP:Iteration 180F (89050.250000 sec): 3 clusters
  Score: Raw -2322248.128319 + Penalty 3231.130090 = -2319016.998229
  nChanged 4
		SP:Iteration 181Q (89050.530000 sec): 3 clusters
  Score: Raw -2322248.947826 + Penalty 3231.130090 = -2319017.817736
  nChanged 3
		SP:Iteration 182Q (89050.820000 sec): 3 clusters
  Score: Raw -2322249.439821 + Penalty 3231.130090 = -2319018.309731
  nChanged 2
		SP:Iteration 183Q (89051.110000 sec): 3 clusters
  Score: Raw -2322249.901003 + Penalty 3231.130090 = -2319018.770913
  nChanged 1
		SP:Iteration 184Q (89051.380000 sec): 3 clusters
  Score: Raw -2322250.203654 + Penalty 3231.130090 = -2319019.073564
  nChanged 1
		SP:Iteration 185Q (89051.660000 sec): 3 clusters
  Score: Raw -2322250.346929 + Penalty 3231.130090 = -2319019.216839
  nChanged 1
		SP:Iteration 186Q (89051.880000 sec): 3 clusters
  Score: Raw -2322250.527458 + Penalty 3231.130090 = -2319019.397367
  nChanged 1
		SP:Iteration 187Q (89052.130000 sec): 3 clusters
  Score: Raw -2322250.870204 + Penalty 3231.130090 = -2319019.740113
  nChanged 3
		SP:Iteration 188Q (89052.430000 sec): 3 clusters
  Score: Raw -2322251.940967 + Penalty 3231.130090 = -2319020.810877
  nChanged 3
		SP:Iteration 189Q (89052.700000 sec): 3 clusters
  Score: Raw -2322252.649100 + Penalty 3231.130090 = -2319021.519009
  nChanged 2
		SP:Iteration 190Q (89053.030000 sec): 3 clusters
  Score: Raw -2322253.118853 + Penalty 3231.130090 = -2319021.988763
  nChanged 1
		SP:Iteration 191Q (89053.410000 sec): 3 clusters
  Score: Raw -2322253.437303 + Penalty 3231.130090 = -2319022.307213
  nChanged 0
		SP:Iteration 192F (89053.730000 sec): 3 clusters
  Score: Raw -2322253.437303 + Penalty 3231.130090 = -2319022.307213
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (30198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89054.050000 sec): 2 clusters
  Score: Raw -3596203.217977 + Penalty 1676.273784 = -3594526.944194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89054.440000 sec): 3 clusters
  Score: Raw -3577568.290719 + Penalty 3352.547567 = -3574215.743152
  nChanged 13926
		SP:Iteration 1F (89054.810000 sec): 3 clusters
  Score: Raw -3585200.145083 + Penalty 3352.547567 = -3581847.597516
  nChanged 1350
		SP:Iteration 2Q (89055.140000 sec): 3 clusters
  Score: Raw -3585611.099802 + Penalty 3352.547567 = -3582258.552235
  nChanged 1237
		SP:Iteration 3Q (89055.520000 sec): 3 clusters
  Score: Raw -3585987.215527 + Penalty 3352.547567 = -3582634.667960
  nChanged 1230
		SP:Iteration 4Q (89055.910000 sec): 3 clusters
  Score: Raw -3586372.934243 + Penalty 3352.547567 = -3583020.386675
  nChanged 1242
		SP:Iteration 5Q (89056.280000 sec): 3 clusters
  Score: Raw -3586775.058351 + Penalty 3352.547567 = -3583422.510784
  nChanged 1211
		SP:Iteration 6Q (89056.680000 sec): 3 clusters
  Score: Raw -3587196.690510 + Penalty 3352.547567 = -3583844.142943
  nChanged 1187
		SP:Iteration 7Q (89057.000000 sec): 3 clusters
  Score: Raw -3587608.976074 + Penalty 3352.547567 = -3584256.428507
  nChanged 1099
		SP:Iteration 8Q (89057.370000 sec): 3 clusters
  Score: Raw -3588011.349468 + Penalty 3352.547567 = -3584658.801901
  nChanged 1102
		SP:Iteration 9Q (89057.750000 sec): 3 clusters
  Score: Raw -3588449.628531 + Penalty 3352.547567 = -3585097.080964
  nChanged 1100
		SP:Iteration 10Q (89058.110000 sec): 3 clusters
  Score: Raw -3588868.601959 + Penalty 3352.547567 = -3585516.054392
  nChanged 1127
		SP:Iteration 11Q (89058.440000 sec): 3 clusters
  Score: Raw -3589341.614086 + Penalty 3352.547567 = -3585989.066518
  nChanged 1142
		SP:Iteration 12Q (89058.810000 sec): 3 clusters
  Score: Raw -3589886.704765 + Penalty 3352.547567 = -3586534.157198
  nChanged 1216
		SP:Iteration 13Q (89059.190000 sec): 3 clusters
  Score: Raw -3590543.472730 + Penalty 3352.547567 = -3587190.925163
  nChanged 1245
		SP:Iteration 14Q (89059.560000 sec): 3 clusters
  Score: Raw -3591208.294442 + Penalty 3352.547567 = -3587855.746875
  nChanged 1112
		SP:Iteration 15Q (89059.950000 sec): 3 clusters
  Score: Raw -3591688.671023 + Penalty 3352.547567 = -3588336.123456
  nChanged 855
		SP:Iteration 16Q (89060.320000 sec): 3 clusters
  Score: Raw -3591953.644787 + Penalty 3352.547567 = -3588601.097220
  nChanged 651
		SP:Iteration 17Q (89060.700000 sec): 3 clusters
  Score: Raw -3592103.722434 + Penalty 3352.547567 = -3588751.174867
  nChanged 425
		SP:Iteration 18Q (89061.110000 sec): 3 clusters
  Score: Raw -3592177.731922 + Penalty 3352.547567 = -3588825.184355
  nChanged 308
		SP:Iteration 19Q (89061.440000 sec): 3 clusters
  Score: Raw -3592235.373515 + Penalty 3352.547567 = -3588882.825948
  nChanged 300
		SP:Iteration 20F (89061.800000 sec): 3 clusters
  Score: Raw -3592291.860279 + Penalty 3352.547567 = -3588939.312712
  nChanged 295
		SP:Iteration 21Q (89062.260000 sec): 3 clusters
  Score: Raw -3592350.163402 + Penalty 3352.547567 = -3588997.615834
  nChanged 302
		SP:Iteration 22Q (89062.620000 sec): 3 clusters
  Score: Raw -3592418.205876 + Penalty 3352.547567 = -3589065.658309
  nChanged 347
		SP:Iteration 23Q (89063.020000 sec): 3 clusters
  Score: Raw -3592502.066051 + Penalty 3352.547567 = -3589149.518484
  nChanged 359
		SP:Iteration 24Q (89063.390000 sec): 3 clusters
  Score: Raw -3592591.037363 + Penalty 3352.547567 = -3589238.489795
  nChanged 377
		SP:Iteration 25Q (89063.770000 sec): 3 clusters
  Score: Raw -3592689.637439 + Penalty 3352.547567 = -3589337.089872
  nChanged 404
		SP:Iteration 26Q (89064.150000 sec): 3 clusters
  Score: Raw -3592802.575133 + Penalty 3352.547567 = -3589450.027566
  nChanged 433
		SP:Iteration 27Q (89064.510000 sec): 3 clusters
  Score: Raw -3592930.294269 + Penalty 3352.547567 = -3589577.746702
  nChanged 448
		SP:Iteration 28Q (89065.000000 sec): 3 clusters
  Score: Raw -3593076.182498 + Penalty 3352.547567 = -3589723.634930
  nChanged 471
		SP:Iteration 29Q (89065.350000 sec): 3 clusters
  Score: Raw -3593233.145701 + Penalty 3352.547567 = -3589880.598134
  nChanged 496
		SP:Iteration 30Q (89065.740000 sec): 3 clusters
  Score: Raw -3593409.296466 + Penalty 3352.547567 = -3590056.748898
  nChanged 525
		SP:Iteration 31Q (89066.120000 sec): 3 clusters
  Score: Raw -3593614.975717 + Penalty 3352.547567 = -3590262.428150
  nChanged 540
		SP:Iteration 32Q (89066.440000 sec): 3 clusters
  Score: Raw -3593832.979736 + Penalty 3352.547567 = -3590480.432169
  nChanged 498
		SP:Iteration 33Q (89066.800000 sec): 3 clusters
  Score: Raw -3594027.192347 + Penalty 3352.547567 = -3590674.644779
  nChanged 464
		SP:Iteration 34Q (89067.160000 sec): 3 clusters
  Score: Raw -3594200.325441 + Penalty 3352.547567 = -3590847.777874
  nChanged 457
		SP:Iteration 35Q (89067.530000 sec): 3 clusters
  Score: Raw -3594384.255967 + Penalty 3352.547567 = -3591031.708400
  nChanged 462
		SP:Iteration 36Q (89067.920000 sec): 3 clusters
  Score: Raw -3594576.771764 + Penalty 3352.547567 = -3591224.224196
  nChanged 457
		SP:Iteration 37Q (89068.290000 sec): 3 clusters
  Score: Raw -3594792.891648 + Penalty 3352.547567 = -3591440.344081
  nChanged 445
		SP:Iteration 38Q (89068.670000 sec): 3 clusters
  Score: Raw -3595016.808408 + Penalty 3352.547567 = -3591664.260841
  nChanged 384
		SP:Iteration 39Q (89069.020000 sec): 3 clusters
  Score: Raw -3595208.846854 + Penalty 3352.547567 = -3591856.299287
  nChanged 337
		SP:Iteration 40F (89069.380000 sec): 3 clusters
  Score: Raw -3595376.843601 + Penalty 3352.547567 = -3592024.296034
  nChanged 301
		SP:Iteration 41Q (89069.770000 sec): 3 clusters
  Score: Raw -3595528.432391 + Penalty 3352.547567 = -3592175.884824
  nChanged 267
		SP:Iteration 42Q (89070.140000 sec): 3 clusters
  Score: Raw -3595655.065800 + Penalty 3352.547567 = -3592302.518233
  nChanged 257
		SP:Iteration 43Q (89070.440000 sec): 3 clusters
  Score: Raw -3595787.757458 + Penalty 3352.547567 = -3592435.209891
  nChanged 235
		SP:Iteration 44Q (89070.830000 sec): 3 clusters
  Score: Raw -3595911.255787 + Penalty 3352.547567 = -3592558.708219
  nChanged 188
		SP:Iteration 45Q (89071.170000 sec): 3 clusters
  Score: Raw -3596001.761291 + Penalty 3352.547567 = -3592649.213723
  nChanged 158
		SP:Iteration 46Q (89071.470000 sec): 3 clusters
  Score: Raw -3596068.431997 + Penalty 3352.547567 = -3592715.884430
  nChanged 117
		SP:Iteration 47Q (89071.830000 sec): 3 clusters
  Score: Raw -3596120.824911 + Penalty 3352.547567 = -3592768.277344
  nChanged 113
		SP:Iteration 48Q (89072.120000 sec): 3 clusters
  Score: Raw -3596181.825790 + Penalty 3352.547567 = -3592829.278223
  nChanged 105
		SP:Iteration 49Q (89072.470000 sec): 3 clusters
  Score: Raw -3596232.786228 + Penalty 3352.547567 = -3592880.238661
  nChanged 81
		SP:Iteration 50Q (89072.840000 sec): 3 clusters
  Score: Raw -3596271.952200 + Penalty 3352.547567 = -3592919.404633
  nChanged 82
		SP:Iteration 51Q (89073.240000 sec): 3 clusters
  Score: Raw -3596311.105509 + Penalty 3352.547567 = -3592958.557942
  nChanged 68
		SP:Iteration 52Q (89073.580000 sec): 3 clusters
  Score: Raw -3596340.463156 + Penalty 3352.547567 = -3592987.915589
  nChanged 57
		SP:Iteration 53Q (89074.010000 sec): 3 clusters
  Score: Raw -3596361.104912 + Penalty 3352.547567 = -3593008.557344
  nChanged 36
		SP:Iteration 54Q (89074.350000 sec): 3 clusters
  Score: Raw -3596374.709216 + Penalty 3352.547567 = -3593022.161649
  nChanged 32
		SP:Iteration 55Q (89074.700000 sec): 3 clusters
  Score: Raw -3596385.809646 + Penalty 3352.547567 = -3593033.262079
  nChanged 25
		SP:Iteration 56Q (89075.090000 sec): 3 clusters
  Score: Raw -3596393.682379 + Penalty 3352.547567 = -3593041.134812
  nChanged 25
		SP:Iteration 57Q (89075.390000 sec): 3 clusters
  Score: Raw -3596402.830775 + Penalty 3352.547567 = -3593050.283208
  nChanged 19
		SP:Iteration 58Q (89075.740000 sec): 3 clusters
  Score: Raw -3596410.797873 + Penalty 3352.547567 = -3593058.250306
  nChanged 17
		SP:Iteration 59Q (89076.120000 sec): 3 clusters
  Score: Raw -3596416.552742 + Penalty 3352.547567 = -3593064.005175
  nChanged 19
		SP:Iteration 60F (89076.500000 sec): 3 clusters
  Score: Raw -3596424.815139 + Penalty 3352.547567 = -3593072.267572
  nChanged 11
		SP:Iteration 61Q (89076.860000 sec): 3 clusters
  Score: Raw -3596428.371314 + Penalty 3352.547567 = -3593075.823746
  nChanged 15
		SP:Iteration 62Q (89077.200000 sec): 3 clusters
  Score: Raw -3596434.604750 + Penalty 3352.547567 = -3593082.057183
  nChanged 14
		SP:Iteration 63Q (89077.620000 sec): 3 clusters
  Score: Raw -3596441.313594 + Penalty 3352.547567 = -3593088.766027
  nChanged 12
		SP:Iteration 64Q (89077.960000 sec): 3 clusters
  Score: Raw -3596447.379776 + Penalty 3352.547567 = -3593094.832208
  nChanged 10
		SP:Iteration 65Q (89078.310000 sec): 3 clusters
  Score: Raw -3596451.335098 + Penalty 3352.547567 = -3593098.787531
  nChanged 8
		SP:Iteration 66Q (89078.670000 sec): 3 clusters
  Score: Raw -3596454.317896 + Penalty 3352.547567 = -3593101.770329
  nChanged 8
		SP:Iteration 67Q (89079.030000 sec): 3 clusters
  Score: Raw -3596456.910964 + Penalty 3352.547567 = -3593104.363396
  nChanged 5
		SP:Iteration 68Q (89079.420000 sec): 3 clusters
  Score: Raw -3596458.754970 + Penalty 3352.547567 = -3593106.207403
  nChanged 7
		SP:Iteration 69Q (89079.750000 sec): 3 clusters
  Score: Raw -3596461.826383 + Penalty 3352.547567 = -3593109.278815
  nChanged 7
		SP:Iteration 70Q (89080.140000 sec): 3 clusters
  Score: Raw -3596464.875121 + Penalty 3352.547567 = -3593112.327554
  nChanged 3
		SP:Iteration 71Q (89080.480000 sec): 3 clusters
  Score: Raw -3596465.901643 + Penalty 3352.547567 = -3593113.354075
  nChanged 5
		SP:Iteration 72Q (89080.820000 sec): 3 clusters
  Score: Raw -3596467.663246 + Penalty 3352.547567 = -3593115.115679
  nChanged 1
		SP:Iteration 73Q (89081.200000 sec): 3 clusters
  Score: Raw -3596467.995735 + Penalty 3352.547567 = -3593115.448168
  nChanged 1
		SP:Iteration 74Q (89081.590000 sec): 3 clusters
  Score: Raw -3596468.156052 + Penalty 3352.547567 = -3593115.608484
  nChanged 0
		SP:Iteration 75F (89081.940000 sec): 3 clusters
  Score: Raw -3596468.156052 + Penalty 3352.547567 = -3593115.608484
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (58117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89082.330000 sec): 2 clusters
  Score: Raw -7141696.949362 + Penalty 1782.659694 = -7139914.289669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89082.850000 sec): 3 clusters
  Score: Raw -7104365.170037 + Penalty 3565.319387 = -7100799.850650
  nChanged 27429
		SP:Iteration 1F (89083.330000 sec): 3 clusters
  Score: Raw -7120002.311031 + Penalty 3565.319387 = -7116436.991644
  nChanged 2252
		SP:Iteration 2Q (89083.860000 sec): 3 clusters
  Score: Raw -7120776.847966 + Penalty 3565.319387 = -7117211.528579
  nChanged 2457
		SP:Iteration 3Q (89084.390000 sec): 3 clusters
  Score: Raw -7121806.994962 + Penalty 3565.319387 = -7118241.675575
  nChanged 2669
		SP:Iteration 4Q (89084.930000 sec): 3 clusters
  Score: Raw -7123000.188441 + Penalty 3565.319387 = -7119434.869054
  nChanged 2779
		SP:Iteration 5Q (89085.440000 sec): 3 clusters
  Score: Raw -7124279.019458 + Penalty 3565.319387 = -7120713.700071
  nChanged 2844
		SP:Iteration 6Q (89086.030000 sec): 3 clusters
  Score: Raw -7125622.215819 + Penalty 3565.319387 = -7122056.896432
  nChanged 2974
		SP:Iteration 7F (89086.470000 sec): 3 clusters
  Score: Raw -7127135.569249 + Penalty 3565.319387 = -7123570.249862
  nChanged 3111
		SP:Iteration 8F (89087.050000 sec): 3 clusters
  Score: Raw -7128990.792323 + Penalty 3565.319387 = -7125425.472936
  nChanged 3355
		SP:Iteration 9F (89087.530000 sec): 3 clusters
  Score: Raw -7131435.034085 + Penalty 3565.319387 = -7127869.714698
  nChanged 3242
		SP:Iteration 10F (89087.940000 sec): 3 clusters
  Score: Raw -7134088.832676 + Penalty 3565.319387 = -7130523.513289
  nChanged 2762
		SP:Iteration 11Q (89088.450000 sec): 3 clusters
  Score: Raw -7136209.347585 + Penalty 3565.319387 = -7132644.028198
  nChanged 2011
		SP:Iteration 12Q (89089.050000 sec): 3 clusters
  Score: Raw -7137365.489270 + Penalty 3565.319387 = -7133800.169883
  nChanged 1363
		SP:Iteration 13Q (89089.590000 sec): 3 clusters
  Score: Raw -7137982.304880 + Penalty 3565.319387 = -7134416.985493
  nChanged 1003
		SP:Iteration 14Q (89090.070000 sec): 3 clusters
  Score: Raw -7138441.363349 + Penalty 3565.319387 = -7134876.043962
  nChanged 932
		SP:Iteration 15Q (89090.600000 sec): 3 clusters
  Score: Raw -7138871.083338 + Penalty 3565.319387 = -7135305.763951
  nChanged 875
		SP:Iteration 16Q (89091.110000 sec): 3 clusters
  Score: Raw -7139283.278795 + Penalty 3565.319387 = -7135717.959408
  nChanged 767
		SP:Iteration 17Q (89091.690000 sec): 3 clusters
  Score: Raw -7139616.074187 + Penalty 3565.319387 = -7136050.754800
  nChanged 706
		SP:Iteration 18Q (89092.230000 sec): 3 clusters
  Score: Raw -7139898.621003 + Penalty 3565.319387 = -7136333.301615
  nChanged 634
		SP:Iteration 19Q (89092.720000 sec): 3 clusters
  Score: Raw -7140140.649690 + Penalty 3565.319387 = -7136575.330303
  nChanged 564
		SP:Iteration 20F (89093.290000 sec): 3 clusters
  Score: Raw -7140343.352772 + Penalty 3565.319387 = -7136778.033385
  nChanged 532
		SP:Iteration 21Q (89093.860000 sec): 3 clusters
  Score: Raw -7140526.650656 + Penalty 3565.319387 = -7136961.331269
  nChanged 477
		SP:Iteration 22Q (89094.360000 sec): 3 clusters
  Score: Raw -7140685.949457 + Penalty 3565.319387 = -7137120.630069
  nChanged 444
		SP:Iteration 23Q (89094.890000 sec): 3 clusters
  Score: Raw -7140827.368854 + Penalty 3565.319387 = -7137262.049467
  nChanged 388
		SP:Iteration 24Q (89095.410000 sec): 3 clusters
  Score: Raw -7140938.021671 + Penalty 3565.319387 = -7137372.702284
  nChanged 347
		SP:Iteration 25Q (89095.870000 sec): 3 clusters
  Score: Raw -7141034.934259 + Penalty 3565.319387 = -7137469.614872
  nChanged 332
		SP:Iteration 26Q (89096.350000 sec): 3 clusters
  Score: Raw -7141132.188672 + Penalty 3565.319387 = -7137566.869285
  nChanged 315
		SP:Iteration 27Q (89096.860000 sec): 3 clusters
  Score: Raw -7141223.737919 + Penalty 3565.319387 = -7137658.418532
  nChanged 291
		SP:Iteration 28Q (89097.380000 sec): 3 clusters
  Score: Raw -7141304.583732 + Penalty 3565.319387 = -7137739.264345
  nChanged 286
		SP:Iteration 29Q (89097.920000 sec): 3 clusters
  Score: Raw -7141381.906434 + Penalty 3565.319387 = -7137816.587046
  nChanged 264
		SP:Iteration 30Q (89098.350000 sec): 3 clusters
  Score: Raw -7141454.127350 + Penalty 3565.319387 = -7137888.807963
  nChanged 236
		SP:Iteration 31Q (89098.850000 sec): 3 clusters
  Score: Raw -7141520.667711 + Penalty 3565.319387 = -7137955.348323
  nChanged 221
		SP:Iteration 32Q (89099.290000 sec): 3 clusters
  Score: Raw -7141588.693911 + Penalty 3565.319387 = -7138023.374524
  nChanged 218
		SP:Iteration 33Q (89099.800000 sec): 3 clusters
  Score: Raw -7141654.976096 + Penalty 3565.319387 = -7138089.656709
  nChanged 174
		SP:Iteration 34Q (89100.310000 sec): 3 clusters
  Score: Raw -7141708.937117 + Penalty 3565.319387 = -7138143.617729
  nChanged 180
		SP:Iteration 35Q (89100.790000 sec): 3 clusters
  Score: Raw -7141763.185602 + Penalty 3565.319387 = -7138197.866215
  nChanged 156
		SP:Iteration 36Q (89101.240000 sec): 3 clusters
  Score: Raw -7141804.768818 + Penalty 3565.319387 = -7138239.449431
  nChanged 116
		SP:Iteration 37Q (89101.770000 sec): 3 clusters
  Score: Raw -7141830.726560 + Penalty 3565.319387 = -7138265.407173
  nChanged 103
		SP:Iteration 38Q (89102.300000 sec): 3 clusters
  Score: Raw -7141851.966717 + Penalty 3565.319387 = -7138286.647330
  nChanged 97
		SP:Iteration 39Q (89102.720000 sec): 3 clusters
  Score: Raw -7141876.544014 + Penalty 3565.319387 = -7138311.224627
  nChanged 91
		SP:Iteration 40F (89103.270000 sec): 3 clusters
  Score: Raw -7141900.864823 + Penalty 3565.319387 = -7138335.545435
  nChanged 94
		SP:Iteration 41Q (89103.780000 sec): 3 clusters
  Score: Raw -7141924.490695 + Penalty 3565.319387 = -7138359.171308
  nChanged 82
		SP:Iteration 42Q (89104.270000 sec): 3 clusters
  Score: Raw -7141946.907704 + Penalty 3565.319387 = -7138381.588317
  nChanged 69
		SP:Iteration 43Q (89104.760000 sec): 3 clusters
  Score: Raw -7141965.839585 + Penalty 3565.319387 = -7138400.520197
  nChanged 79
		SP:Iteration 44Q (89105.180000 sec): 3 clusters
  Score: Raw -7141985.601816 + Penalty 3565.319387 = -7138420.282429
  nChanged 59
		SP:Iteration 45Q (89105.690000 sec): 3 clusters
  Score: Raw -7142001.672246 + Penalty 3565.319387 = -7138436.352859
  nChanged 53
		SP:Iteration 46Q (89106.200000 sec): 3 clusters
  Score: Raw -7142014.207235 + Penalty 3565.319387 = -7138448.887848
  nChanged 51
		SP:Iteration 47Q (89106.710000 sec): 3 clusters
  Score: Raw -7142024.653634 + Penalty 3565.319387 = -7138459.334247
  nChanged 43
		SP:Iteration 48Q (89107.230000 sec): 3 clusters
  Score: Raw -7142034.703228 + Penalty 3565.319387 = -7138469.383841
  nChanged 49
		SP:Iteration 49Q (89107.730000 sec): 3 clusters
  Score: Raw -7142048.147629 + Penalty 3565.319387 = -7138482.828242
  nChanged 50
		SP:Iteration 50Q (89108.250000 sec): 3 clusters
  Score: Raw -7142058.984856 + Penalty 3565.319387 = -7138493.665469
  nChanged 41
		SP:Iteration 51Q (89108.730000 sec): 3 clusters
  Score: Raw -7142069.446171 + Penalty 3565.319387 = -7138504.126784
  nChanged 39
		SP:Iteration 52Q (89109.220000 sec): 3 clusters
  Score: Raw -7142080.101335 + Penalty 3565.319387 = -7138514.781947
  nChanged 33
		SP:Iteration 53Q (89109.730000 sec): 3 clusters
  Score: Raw -7142088.031217 + Penalty 3565.319387 = -7138522.711830
  nChanged 31
		SP:Iteration 54Q (89110.240000 sec): 3 clusters
  Score: Raw -7142094.622279 + Penalty 3565.319387 = -7138529.302892
  nChanged 19
		SP:Iteration 55Q (89110.730000 sec): 3 clusters
  Score: Raw -7142098.267385 + Penalty 3565.319387 = -7138532.947998
  nChanged 20
		SP:Iteration 56Q (89111.220000 sec): 3 clusters
  Score: Raw -7142104.107526 + Penalty 3565.319387 = -7138538.788139
  nChanged 29
		SP:Iteration 57Q (89111.680000 sec): 3 clusters
  Score: Raw -7142112.637197 + Penalty 3565.319387 = -7138547.317810
  nChanged 31
		SP:Iteration 58Q (89112.160000 sec): 3 clusters
  Score: Raw -7142120.526853 + Penalty 3565.319387 = -7138555.207466
  nChanged 28
		SP:Iteration 59Q (89112.600000 sec): 3 clusters
  Score: Raw -7142126.806307 + Penalty 3565.319387 = -7138561.486920
  nChanged 17
		SP:Iteration 60F (89113.120000 sec): 3 clusters
  Score: Raw -7142130.160468 + Penalty 3565.319387 = -7138564.841081
  nChanged 12
		SP:Iteration 61Q (89113.680000 sec): 3 clusters
  Score: Raw -7142133.121604 + Penalty 3565.319387 = -7138567.802216
  nChanged 11
		SP:Iteration 62Q (89114.180000 sec): 3 clusters
  Score: Raw -7142134.965945 + Penalty 3565.319387 = -7138569.646557
  nChanged 10
		SP:Iteration 63Q (89114.660000 sec): 3 clusters
  Score: Raw -7142136.377712 + Penalty 3565.319387 = -7138571.058325
  nChanged 5
		SP:Iteration 64Q (89115.150000 sec): 3 clusters
  Score: Raw -7142136.877087 + Penalty 3565.319387 = -7138571.557700
  nChanged 4
		SP:Iteration 65Q (89115.600000 sec): 3 clusters
  Score: Raw -7142137.172306 + Penalty 3565.319387 = -7138571.852919
  nChanged 3
		SP:Iteration 66Q (89116.130000 sec): 3 clusters
  Score: Raw -7142137.537374 + Penalty 3565.319387 = -7138572.217986
  nChanged 4
		SP:Iteration 67Q (89116.600000 sec): 3 clusters
  Score: Raw -7142138.299132 + Penalty 3565.319387 = -7138572.979745
  nChanged 6
		SP:Iteration 68Q (89117.070000 sec): 3 clusters
  Score: Raw -7142139.558833 + Penalty 3565.319387 = -7138574.239446
  nChanged 9
		SP:Iteration 69Q (89117.510000 sec): 3 clusters
  Score: Raw -7142141.180129 + Penalty 3565.319387 = -7138575.860742
  nChanged 9
		SP:Iteration 70Q (89117.910000 sec): 3 clusters
  Score: Raw -7142143.172081 + Penalty 3565.319387 = -7138577.852693
  nChanged 9
		SP:Iteration 71Q (89118.410000 sec): 3 clusters
  Score: Raw -7142144.686611 + Penalty 3565.319387 = -7138579.367224
  nChanged 10
		SP:Iteration 72Q (89118.910000 sec): 3 clusters
  Score: Raw -7142146.952108 + Penalty 3565.319387 = -7138581.632720
  nChanged 9
		SP:Iteration 73Q (89119.410000 sec): 3 clusters
  Score: Raw -7142148.548559 + Penalty 3565.319387 = -7138583.229172
  nChanged 5
		SP:Iteration 74Q (89119.840000 sec): 3 clusters
  Score: Raw -7142149.413083 + Penalty 3565.319387 = -7138584.093696
  nChanged 4
		SP:Iteration 75Q (89120.290000 sec): 3 clusters
  Score: Raw -7142150.174659 + Penalty 3565.319387 = -7138584.855272
  nChanged 6
		SP:Iteration 76Q (89120.730000 sec): 3 clusters
  Score: Raw -7142151.523770 + Penalty 3565.319387 = -7138586.204382
  nChanged 7
		SP:Iteration 77Q (89121.210000 sec): 3 clusters
  Score: Raw -7142152.701170 + Penalty 3565.319387 = -7138587.381783
  nChanged 1
		SP:Iteration 78Q (89121.680000 sec): 3 clusters
  Score: Raw -7142152.788677 + Penalty 3565.319387 = -7138587.469290
  nChanged 0
		SP:Iteration 79F (89122.110000 sec): 3 clusters
  Score: Raw -7142152.788677 + Penalty 3565.319387 = -7138587.469290
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89122.270000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89122.440000 sec): 3 clusters
  Score: Raw -41210.279176 + Penalty 1910.264129 = -39300.015047
  nChanged 62
		SP:Iteration 1F (89122.650000 sec): 3 clusters
  Score: Raw -41303.909296 + Penalty 1910.264129 = -39393.645167
  nChanged 12
		SP:Iteration 2Q (89122.820000 sec): 3 clusters
  Score: Raw -41329.920442 + Penalty 1910.264129 = -39419.656313
  nChanged 6
		SP:Iteration 3Q (89123.020000 sec): 3 clusters
  Score: Raw -41347.182269 + Penalty 1910.264129 = -39436.918140
  nChanged 2
		SP:Iteration 4Q (89123.190000 sec): 3 clusters
  Score: Raw -41350.596782 + Penalty 1910.264129 = -39440.332653
  nChanged 1
		SP:Iteration 5Q (89123.410000 sec): 3 clusters
  Score: Raw -41354.121589 + Penalty 1910.264129 = -39443.857460
  nChanged 2
		SP:Iteration 6Q (89123.600000 sec): 3 clusters
  Score: Raw -41356.206894 + Penalty 1910.264129 = -39445.942765
  nChanged 0
		SP:Iteration 7F (89123.800000 sec): 3 clusters
  Score: Raw -41356.206894 + Penalty 1910.264129 = -39445.942765
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (8983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89123.940000 sec): 2 clusters
  Score: Raw -1095914.836952 + Penalty 1479.251992 = -1094435.584960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89124.180000 sec): 3 clusters
  Score: Raw -1090911.468910 + Penalty 2958.503984 = -1087952.964926
  nChanged 3798
		SP:Iteration 1F (89124.380000 sec): 3 clusters
  Score: Raw -1093091.162285 + Penalty 2958.503984 = -1090132.658301
  nChanged 618
		SP:Iteration 2F (89124.620000 sec): 3 clusters
  Score: Raw -1093419.462195 + Penalty 2958.503984 = -1090460.958211
  nChanged 506
		SP:Iteration 3F (89124.830000 sec): 3 clusters
  Score: Raw -1093693.428951 + Penalty 2958.503984 = -1090734.924967
  nChanged 474
		SP:Iteration 4F (89125.090000 sec): 3 clusters
  Score: Raw -1093947.829147 + Penalty 2958.503984 = -1090989.325163
  nChanged 462
		SP:Iteration 5F (89125.310000 sec): 3 clusters
  Score: Raw -1094186.504261 + Penalty 2958.503984 = -1091228.000277
  nChanged 379
		SP:Iteration 6Q (89125.540000 sec): 3 clusters
  Score: Raw -1094383.107447 + Penalty 2958.503984 = -1091424.603463
  nChanged 393
		SP:Iteration 7Q (89125.790000 sec): 3 clusters
  Score: Raw -1094617.115441 + Penalty 2958.503984 = -1091658.611457
  nChanged 391
		SP:Iteration 8Q (89126.010000 sec): 3 clusters
  Score: Raw -1094844.726611 + Penalty 2958.503984 = -1091886.222627
  nChanged 348
		SP:Iteration 9Q (89126.240000 sec): 3 clusters
  Score: Raw -1095071.720066 + Penalty 2958.503984 = -1092113.216082
  nChanged 315
		SP:Iteration 10Q (89126.500000 sec): 3 clusters
  Score: Raw -1095290.103137 + Penalty 2958.503984 = -1092331.599153
  nChanged 263
		SP:Iteration 11Q (89126.810000 sec): 3 clusters
  Score: Raw -1095476.123134 + Penalty 2958.503984 = -1092517.619150
  nChanged 226
		SP:Iteration 12Q (89127.000000 sec): 3 clusters
  Score: Raw -1095644.662957 + Penalty 2958.503984 = -1092686.158973
  nChanged 191
		SP:Iteration 13Q (89127.260000 sec): 3 clusters
  Score: Raw -1095792.314676 + Penalty 2958.503984 = -1092833.810692
  nChanged 125
		SP:Iteration 14Q (89127.490000 sec): 3 clusters
  Score: Raw -1095892.958285 + Penalty 2958.503984 = -1092934.454301
  nChanged 94
		SP:Iteration 15Q (89127.690000 sec): 3 clusters
  Score: Raw -1095966.711172 + Penalty 2958.503984 = -1093008.207188
  nChanged 63
		SP:Iteration 16Q (89127.920000 sec): 3 clusters
  Score: Raw -1096019.636622 + Penalty 2958.503984 = -1093061.132638
  nChanged 48
		SP:Iteration 17Q (89128.200000 sec): 3 clusters
  Score: Raw -1096062.181572 + Penalty 2958.503984 = -1093103.677589
  nChanged 34
		SP:Iteration 18Q (89128.400000 sec): 3 clusters
  Score: Raw -1096094.893490 + Penalty 2958.503984 = -1093136.389506
  nChanged 18
		SP:Iteration 19Q (89128.650000 sec): 3 clusters
  Score: Raw -1096111.780556 + Penalty 2958.503984 = -1093153.276572
  nChanged 13
		SP:Iteration 20F (89128.930000 sec): 3 clusters
  Score: Raw -1096118.771657 + Penalty 2958.503984 = -1093160.267673
  nChanged 6
		SP:Iteration 21Q (89129.110000 sec): 3 clusters
  Score: Raw -1096123.941407 + Penalty 2958.503984 = -1093165.437423
  nChanged 8
		SP:Iteration 22Q (89129.330000 sec): 3 clusters
  Score: Raw -1096129.233963 + Penalty 2958.503984 = -1093170.729979
  nChanged 5
		SP:Iteration 23Q (89129.570000 sec): 3 clusters
  Score: Raw -1096131.785398 + Penalty 2958.503984 = -1093173.281414
  nChanged 2
		SP:Iteration 24Q (89129.860000 sec): 3 clusters
  Score: Raw -1096134.007696 + Penalty 2958.503984 = -1093175.503712
  nChanged 4
		SP:Iteration 25Q (89130.110000 sec): 3 clusters
  Score: Raw -1096136.620861 + Penalty 2958.503984 = -1093178.116877
  nChanged 1
		SP:Iteration 26Q (89130.370000 sec): 3 clusters
  Score: Raw -1096137.888211 + Penalty 2958.503984 = -1093179.384227
  nChanged 3
		SP:Iteration 27Q (89130.580000 sec): 3 clusters
  Score: Raw -1096141.929928 + Penalty 2958.503984 = -1093183.425944
  nChanged 4
		SP:Iteration 28Q (89130.780000 sec): 3 clusters
  Score: Raw -1096146.443427 + Penalty 2958.503984 = -1093187.939443
  nChanged 8
		SP:Iteration 29Q (89131.010000 sec): 3 clusters
  Score: Raw -1096153.278546 + Penalty 2958.503984 = -1093194.774562
  nChanged 8
		SP:Iteration 30Q (89131.220000 sec): 3 clusters
  Score: Raw -1096161.214655 + Penalty 2958.503984 = -1093202.710671
  nChanged 7
		SP:Iteration 31Q (89131.460000 sec): 3 clusters
  Score: Raw -1096167.892382 + Penalty 2958.503984 = -1093209.388398
  nChanged 3
		SP:Iteration 32Q (89131.690000 sec): 3 clusters
  Score: Raw -1096171.227008 + Penalty 2958.503984 = -1093212.723024
  nChanged 4
		SP:Iteration 33Q (89131.930000 sec): 3 clusters
  Score: Raw -1096174.857664 + Penalty 2958.503984 = -1093216.353680
  nChanged 4
		SP:Iteration 34Q (89132.170000 sec): 3 clusters
  Score: Raw -1096177.847295 + Penalty 2958.503984 = -1093219.343311
  nChanged 1
		SP:Iteration 35Q (89132.420000 sec): 3 clusters
  Score: Raw -1096178.620173 + Penalty 2958.503984 = -1093220.116189
  nChanged 0
		SP:Iteration 36F (89132.670000 sec): 3 clusters
  Score: Raw -1096178.620173 + Penalty 2958.503984 = -1093220.116189
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89132.760000 sec): 2 clusters
  Score: Raw -854121.075572 + Penalty 1445.294767 = -852675.780806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89133.050000 sec): 3 clusters
  Score: Raw -850092.562388 + Penalty 2890.589533 = -847201.972855
  nChanged 3074
		SP:Iteration 1F (89133.300000 sec): 3 clusters
  Score: Raw -851760.068941 + Penalty 2890.589533 = -848869.479407
  nChanged 487
		SP:Iteration 2F (89133.530000 sec): 3 clusters
  Score: Raw -851996.213925 + Penalty 2890.589533 = -849105.624392
  nChanged 399
		SP:Iteration 3F (89133.760000 sec): 3 clusters
  Score: Raw -852189.938036 + Penalty 2890.589533 = -849299.348503
  nChanged 348
		SP:Iteration 4Q (89134.010000 sec): 3 clusters
  Score: Raw -852388.975412 + Penalty 2890.589533 = -849498.385878
  nChanged 349
		SP:Iteration 5Q (89134.200000 sec): 3 clusters
  Score: Raw -852616.574233 + Penalty 2890.589533 = -849725.984700
  nChanged 370
		SP:Iteration 6F (89134.430000 sec): 3 clusters
  Score: Raw -852873.097261 + Penalty 2890.589533 = -849982.507727
  nChanged 371
		SP:Iteration 7F (89134.680000 sec): 3 clusters
  Score: Raw -853150.598372 + Penalty 2890.589533 = -850260.008838
  nChanged 350
		SP:Iteration 8Q (89134.890000 sec): 3 clusters
  Score: Raw -853441.477871 + Penalty 2890.589533 = -850550.888337
  nChanged 294
		SP:Iteration 9Q (89135.090000 sec): 3 clusters
  Score: Raw -853680.051600 + Penalty 2890.589533 = -850789.462067
  nChanged 235
		SP:Iteration 10Q (89135.300000 sec): 3 clusters
  Score: Raw -853884.674497 + Penalty 2890.589533 = -850994.084963
  nChanged 183
		SP:Iteration 11Q (89135.570000 sec): 3 clusters
  Score: Raw -854032.602598 + Penalty 2890.589533 = -851142.013065
  nChanged 133
		SP:Iteration 12Q (89135.840000 sec): 3 clusters
  Score: Raw -854146.473072 + Penalty 2890.589533 = -851255.883539
  nChanged 96
		SP:Iteration 13Q (89136.040000 sec): 3 clusters
  Score: Raw -854224.796271 + Penalty 2890.589533 = -851334.206738
  nChanged 77
		SP:Iteration 14Q (89136.230000 sec): 3 clusters
  Score: Raw -854280.692853 + Penalty 2890.589533 = -851390.103319
  nChanged 42
		SP:Iteration 15Q (89136.430000 sec): 3 clusters
  Score: Raw -854309.651165 + Penalty 2890.589533 = -851419.061631
  nChanged 40
		SP:Iteration 16Q (89136.660000 sec): 3 clusters
  Score: Raw -854332.487708 + Penalty 2890.589533 = -851441.898174
  nChanged 18
		SP:Iteration 17Q (89136.910000 sec): 3 clusters
  Score: Raw -854344.390906 + Penalty 2890.589533 = -851453.801373
  nChanged 17
		SP:Iteration 18Q (89137.130000 sec): 3 clusters
  Score: Raw -854354.547220 + Penalty 2890.589533 = -851463.957687
  nChanged 19
		SP:Iteration 19Q (89137.390000 sec): 3 clusters
  Score: Raw -854366.101432 + Penalty 2890.589533 = -851475.511898
  nChanged 15
		SP:Iteration 20F (89137.600000 sec): 3 clusters
  Score: Raw -854373.458344 + Penalty 2890.589533 = -851482.868811
  nChanged 9
		SP:Iteration 21Q (89137.810000 sec): 3 clusters
  Score: Raw -854379.446467 + Penalty 2890.589533 = -851488.856934
  nChanged 13
		SP:Iteration 22Q (89138.050000 sec): 3 clusters
  Score: Raw -854386.573426 + Penalty 2890.589533 = -851495.983892
  nChanged 7
		SP:Iteration 23Q (89138.240000 sec): 3 clusters
  Score: Raw -854390.661074 + Penalty 2890.589533 = -851500.071541
  nChanged 8
		SP:Iteration 24Q (89138.460000 sec): 3 clusters
  Score: Raw -854395.046513 + Penalty 2890.589533 = -851504.456979
  nChanged 4
		SP:Iteration 25Q (89138.650000 sec): 3 clusters
  Score: Raw -854397.503677 + Penalty 2890.589533 = -851506.914143
  nChanged 3
		SP:Iteration 26Q (89138.840000 sec): 3 clusters
  Score: Raw -854398.990100 + Penalty 2890.589533 = -851508.400566
  nChanged 3
		SP:Iteration 27Q (89139.030000 sec): 3 clusters
  Score: Raw -854400.902039 + Penalty 2890.589533 = -851510.312505
  nChanged 6
		SP:Iteration 28Q (89139.210000 sec): 3 clusters
  Score: Raw -854404.223404 + Penalty 2890.589533 = -851513.633871
  nChanged 6
		SP:Iteration 29Q (89139.410000 sec): 3 clusters
  Score: Raw -854409.943158 + Penalty 2890.589533 = -851519.353624
  nChanged 5
		SP:Iteration 30Q (89139.600000 sec): 3 clusters
  Score: Raw -854413.701230 + Penalty 2890.589533 = -851523.111696
  nChanged 7
		SP:Iteration 31Q (89139.800000 sec): 3 clusters
  Score: Raw -854418.853678 + Penalty 2890.589533 = -851528.264145
  nChanged 5
		SP:Iteration 32Q (89140.010000 sec): 3 clusters
  Score: Raw -854421.557861 + Penalty 2890.589533 = -851530.968328
  nChanged 4
		SP:Iteration 33Q (89140.200000 sec): 3 clusters
  Score: Raw -854424.556892 + Penalty 2890.589533 = -851533.967359
  nChanged 8
		SP:Iteration 34Q (89140.450000 sec): 3 clusters
  Score: Raw -854432.104719 + Penalty 2890.589533 = -851541.515185
  nChanged 8
		SP:Iteration 35Q (89140.590000 sec): 3 clusters
  Score: Raw -854438.723627 + Penalty 2890.589533 = -851548.134093
  nChanged 4
		SP:Iteration 36Q (89140.780000 sec): 3 clusters
  Score: Raw -854441.328877 + Penalty 2890.589533 = -851550.739344
  nChanged 3
		SP:Iteration 37Q (89140.990000 sec): 3 clusters
  Score: Raw -854442.607123 + Penalty 2890.589533 = -851552.017589
  nChanged 2
		SP:Iteration 38Q (89141.160000 sec): 3 clusters
  Score: Raw -854444.154179 + Penalty 2890.589533 = -851553.564645
  nChanged 5
		SP:Iteration 39Q (89141.360000 sec): 3 clusters
  Score: Raw -854447.365325 + Penalty 2890.589533 = -851556.775792
  nChanged 7
		SP:Iteration 40F (89141.540000 sec): 3 clusters
  Score: Raw -854454.300232 + Penalty 2890.589533 = -851563.710698
  nChanged 10
		SP:Iteration 41Q (89141.730000 sec): 3 clusters
  Score: Raw -854462.033301 + Penalty 2890.589533 = -851571.443768
  nChanged 6
		SP:Iteration 42Q (89141.930000 sec): 3 clusters
  Score: Raw -854466.619573 + Penalty 2890.589533 = -851576.030040
  nChanged 5
		SP:Iteration 43Q (89142.140000 sec): 3 clusters
  Score: Raw -854468.766090 + Penalty 2890.589533 = -851578.176557
  nChanged 1
		SP:Iteration 44Q (89142.410000 sec): 3 clusters
  Score: Raw -854469.475290 + Penalty 2890.589533 = -851578.885756
  nChanged 0
		SP:Iteration 45F (89142.600000 sec): 3 clusters
  Score: Raw -854469.475290 + Penalty 2890.589533 = -851578.885756
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89142.810000 sec): 2 clusters
  Score: Raw -924413.721667 + Penalty 1483.870959 = -922929.850708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89142.990000 sec): 3 clusters
  Score: Raw -919231.178977 + Penalty 2967.741917 = -916263.437059
  nChanged 3957
		SP:Iteration 1F (89143.250000 sec): 3 clusters
  Score: Raw -921417.287744 + Penalty 2967.741917 = -918449.545827
  nChanged 613
		SP:Iteration 2F (89143.440000 sec): 3 clusters
  Score: Raw -921712.559328 + Penalty 2967.741917 = -918744.817410
  nChanged 504
		SP:Iteration 3F (89143.650000 sec): 3 clusters
  Score: Raw -921952.050428 + Penalty 2967.741917 = -918984.308511
  nChanged 419
		SP:Iteration 4Q (89143.900000 sec): 3 clusters
  Score: Raw -922153.236256 + Penalty 2967.741917 = -919185.494338
  nChanged 397
		SP:Iteration 5Q (89144.120000 sec): 3 clusters
  Score: Raw -922339.673516 + Penalty 2967.741917 = -919371.931599
  nChanged 355
		SP:Iteration 6Q (89144.330000 sec): 3 clusters
  Score: Raw -922527.253406 + Penalty 2967.741917 = -919559.511489
  nChanged 358
		SP:Iteration 7Q (89144.540000 sec): 3 clusters
  Score: Raw -922712.144756 + Penalty 2967.741917 = -919744.402839
  nChanged 337
		SP:Iteration 8Q (89144.750000 sec): 3 clusters
  Score: Raw -922872.186395 + Penalty 2967.741917 = -919904.444478
  nChanged 333
		SP:Iteration 9Q (89145.000000 sec): 3 clusters
  Score: Raw -923056.383434 + Penalty 2967.741917 = -920088.641517
  nChanged 331
		SP:Iteration 10Q (89145.210000 sec): 3 clusters
  Score: Raw -923267.430985 + Penalty 2967.741917 = -920299.689068
  nChanged 334
		SP:Iteration 11Q (89145.510000 sec): 3 clusters
  Score: Raw -923473.942250 + Penalty 2967.741917 = -920506.200333
  nChanged 288
		SP:Iteration 12Q (89145.740000 sec): 3 clusters
  Score: Raw -923646.091932 + Penalty 2967.741917 = -920678.350015
  nChanged 264
		SP:Iteration 13Q (89145.950000 sec): 3 clusters
  Score: Raw -923786.118044 + Penalty 2967.741917 = -920818.376127
  nChanged 228
		SP:Iteration 14Q (89146.180000 sec): 3 clusters
  Score: Raw -923902.836154 + Penalty 2967.741917 = -920935.094237
  nChanged 198
		SP:Iteration 15Q (89146.450000 sec): 3 clusters
  Score: Raw -923996.791372 + Penalty 2967.741917 = -921029.049455
  nChanged 162
		SP:Iteration 16Q (89146.640000 sec): 3 clusters
  Score: Raw -924074.790246 + Penalty 2967.741917 = -921107.048329
  nChanged 150
		SP:Iteration 17Q (89146.860000 sec): 3 clusters
  Score: Raw -924159.858182 + Penalty 2967.741917 = -921192.116264
  nChanged 148
		SP:Iteration 18Q (89147.080000 sec): 3 clusters
  Score: Raw -924224.736078 + Penalty 2967.741917 = -921256.994161
  nChanged 124
		SP:Iteration 19Q (89147.310000 sec): 3 clusters
  Score: Raw -924273.996100 + Penalty 2967.741917 = -921306.254183
  nChanged 105
		SP:Iteration 20F (89147.520000 sec): 3 clusters
  Score: Raw -924319.063596 + Penalty 2967.741917 = -921351.321679
  nChanged 95
		SP:Iteration 21Q (89147.740000 sec): 3 clusters
  Score: Raw -924358.713803 + Penalty 2967.741917 = -921390.971886
  nChanged 85
		SP:Iteration 22Q (89147.930000 sec): 3 clusters
  Score: Raw -924391.024564 + Penalty 2967.741917 = -921423.282646
  nChanged 76
		SP:Iteration 23Q (89148.140000 sec): 3 clusters
  Score: Raw -924416.675760 + Penalty 2967.741917 = -921448.933843
  nChanged 60
		SP:Iteration 24Q (89148.350000 sec): 3 clusters
  Score: Raw -924439.690402 + Penalty 2967.741917 = -921471.948485
  nChanged 58
		SP:Iteration 25Q (89148.590000 sec): 3 clusters
  Score: Raw -924461.067269 + Penalty 2967.741917 = -921493.325352
  nChanged 53
		SP:Iteration 26Q (89148.800000 sec): 3 clusters
  Score: Raw -924480.985283 + Penalty 2967.741917 = -921513.243366
  nChanged 44
		SP:Iteration 27Q (89149.080000 sec): 3 clusters
  Score: Raw -924498.145207 + Penalty 2967.741917 = -921530.403290
  nChanged 58
		SP:Iteration 28Q (89149.280000 sec): 3 clusters
  Score: Raw -924522.515319 + Penalty 2967.741917 = -921554.773401
  nChanged 49
		SP:Iteration 29Q (89149.560000 sec): 3 clusters
  Score: Raw -924547.323713 + Penalty 2967.741917 = -921579.581795
  nChanged 54
		SP:Iteration 30Q (89149.750000 sec): 3 clusters
  Score: Raw -924577.601924 + Penalty 2967.741917 = -921609.860007
  nChanged 39
		SP:Iteration 31Q (89149.950000 sec): 3 clusters
  Score: Raw -924593.340951 + Penalty 2967.741917 = -921625.599033
  nChanged 35
		SP:Iteration 32Q (89150.150000 sec): 3 clusters
  Score: Raw -924611.216747 + Penalty 2967.741917 = -921643.474829
  nChanged 40
		SP:Iteration 33Q (89150.400000 sec): 3 clusters
  Score: Raw -924629.689065 + Penalty 2967.741917 = -921661.947147
  nChanged 37
		SP:Iteration 34Q (89150.630000 sec): 3 clusters
  Score: Raw -924644.747565 + Penalty 2967.741917 = -921677.005648
  nChanged 29
		SP:Iteration 35Q (89150.910000 sec): 3 clusters
  Score: Raw -924660.368812 + Penalty 2967.741917 = -921692.626895
  nChanged 41
		SP:Iteration 36Q (89151.150000 sec): 3 clusters
  Score: Raw -924684.869043 + Penalty 2967.741917 = -921717.127126
  nChanged 35
		SP:Iteration 37Q (89151.340000 sec): 3 clusters
  Score: Raw -924703.323909 + Penalty 2967.741917 = -921735.581992
  nChanged 27
		SP:Iteration 38Q (89151.560000 sec): 3 clusters
  Score: Raw -924715.543252 + Penalty 2967.741917 = -921747.801335
  nChanged 17
		SP:Iteration 39Q (89151.780000 sec): 3 clusters
  Score: Raw -924721.983397 + Penalty 2967.741917 = -921754.241480
  nChanged 12
		SP:Iteration 40F (89152.050000 sec): 3 clusters
  Score: Raw -924726.571908 + Penalty 2967.741917 = -921758.829991
  nChanged 6
		SP:Iteration 41Q (89152.250000 sec): 3 clusters
  Score: Raw -924729.401977 + Penalty 2967.741917 = -921761.660060
  nChanged 6
		SP:Iteration 42Q (89152.490000 sec): 3 clusters
  Score: Raw -924730.859422 + Penalty 2967.741917 = -921763.117505
  nChanged 3
		SP:Iteration 43Q (89152.670000 sec): 3 clusters
  Score: Raw -924732.265210 + Penalty 2967.741917 = -921764.523293
  nChanged 3
		SP:Iteration 44Q (89152.860000 sec): 3 clusters
  Score: Raw -924732.809695 + Penalty 2967.741917 = -921765.067778
  nChanged 1
		SP:Iteration 45Q (89153.110000 sec): 3 clusters
  Score: Raw -924733.022806 + Penalty 2967.741917 = -921765.280888
  nChanged 1
		SP:Iteration 46Q (89153.310000 sec): 3 clusters
  Score: Raw -924733.572618 + Penalty 2967.741917 = -921765.830701
  nChanged 2
		SP:Iteration 47Q (89153.480000 sec): 3 clusters
  Score: Raw -924733.933175 + Penalty 2967.741917 = -921766.191257
  nChanged 1
		SP:Iteration 48Q (89153.650000 sec): 3 clusters
  Score: Raw -924734.066774 + Penalty 2967.741917 = -921766.324857
  nChanged 1
		SP:Iteration 49Q (89153.850000 sec): 3 clusters
  Score: Raw -924734.369934 + Penalty 2967.741917 = -921766.628017
  nChanged 1
		SP:Iteration 50Q (89154.030000 sec): 3 clusters
  Score: Raw -924734.602095 + Penalty 2967.741917 = -921766.860178
  nChanged 0
		SP:Iteration 51F (89154.290000 sec): 3 clusters
  Score: Raw -924734.602095 + Penalty 2967.741917 = -921766.860178
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89154.600000 sec): 2 clusters
  Score: Raw -4335178.037912 + Penalty 1718.972538 = -4333459.065374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89154.950000 sec): 3 clusters
  Score: Raw -4310615.846119 + Penalty 3437.945075 = -4307177.901044
  nChanged 18312
		SP:Iteration 1F (89155.370000 sec): 3 clusters
  Score: Raw -4321105.289423 + Penalty 3437.945075 = -4317667.344348
  nChanged 1930
		SP:Iteration 2Q (89155.720000 sec): 3 clusters
  Score: Raw -4321826.666249 + Penalty 3437.945075 = -4318388.721173
  nChanged 1966
		SP:Iteration 3F (89156.130000 sec): 3 clusters
  Score: Raw -4322583.217388 + Penalty 3437.945075 = -4319145.272313
  nChanged 2019
		SP:Iteration 4F (89156.590000 sec): 3 clusters
  Score: Raw -4323405.796331 + Penalty 3437.945075 = -4319967.851256
  nChanged 1998
		SP:Iteration 5F (89157.020000 sec): 3 clusters
  Score: Raw -4324246.313907 + Penalty 3437.945075 = -4320808.368832
  nChanged 1943
		SP:Iteration 6Q (89157.440000 sec): 3 clusters
  Score: Raw -4325104.979851 + Penalty 3437.945075 = -4321667.034775
  nChanged 1923
		SP:Iteration 7Q (89157.910000 sec): 3 clusters
  Score: Raw -4325980.502484 + Penalty 3437.945075 = -4322542.557409
  nChanged 1886
		SP:Iteration 8Q (89158.320000 sec): 3 clusters
  Score: Raw -4326906.104770 + Penalty 3437.945075 = -4323468.159695
  nChanged 1815
		SP:Iteration 9Q (89158.760000 sec): 3 clusters
  Score: Raw -4327905.304862 + Penalty 3437.945075 = -4324467.359787
  nChanged 1777
		SP:Iteration 10Q (89159.230000 sec): 3 clusters
  Score: Raw -4329036.407940 + Penalty 3437.945075 = -4325598.462864
  nChanged 1642
		SP:Iteration 11Q (89159.630000 sec): 3 clusters
  Score: Raw -4330236.209370 + Penalty 3437.945075 = -4326798.264295
  nChanged 1433
		SP:Iteration 12Q (89160.040000 sec): 3 clusters
  Score: Raw -4331308.628503 + Penalty 3437.945075 = -4327870.683428
  nChanged 1198
		SP:Iteration 13Q (89160.440000 sec): 3 clusters
  Score: Raw -4332139.270565 + Penalty 3437.945075 = -4328701.325490
  nChanged 1001
		SP:Iteration 14Q (89160.790000 sec): 3 clusters
  Score: Raw -4332776.609396 + Penalty 3437.945075 = -4329338.664321
  nChanged 794
		SP:Iteration 15Q (89161.200000 sec): 3 clusters
  Score: Raw -4333264.017548 + Penalty 3437.945075 = -4329826.072473
  nChanged 678
		SP:Iteration 16Q (89161.570000 sec): 3 clusters
  Score: Raw -4333646.138938 + Penalty 3437.945075 = -4330208.193863
  nChanged 574
		SP:Iteration 17Q (89162.070000 sec): 3 clusters
  Score: Raw -4333945.010369 + Penalty 3437.945075 = -4330507.065294
  nChanged 514
		SP:Iteration 18Q (89162.510000 sec): 3 clusters
  Score: Raw -4334177.869281 + Penalty 3437.945075 = -4330739.924206
  nChanged 437
		SP:Iteration 19Q (89162.870000 sec): 3 clusters
  Score: Raw -4334360.468995 + Penalty 3437.945075 = -4330922.523920
  nChanged 361
		SP:Iteration 20F (89163.210000 sec): 3 clusters
  Score: Raw -4334496.947733 + Penalty 3437.945075 = -4331059.002657
  nChanged 319
		SP:Iteration 21Q (89163.680000 sec): 3 clusters
  Score: Raw -4334616.206870 + Penalty 3437.945075 = -4331178.261795
  nChanged 300
		SP:Iteration 22Q (89164.030000 sec): 3 clusters
  Score: Raw -4334727.939541 + Penalty 3437.945075 = -4331289.994466
  nChanged 248
		SP:Iteration 23Q (89164.450000 sec): 3 clusters
  Score: Raw -4334822.877131 + Penalty 3437.945075 = -4331384.932056
  nChanged 241
		SP:Iteration 24Q (89164.840000 sec): 3 clusters
  Score: Raw -4334917.707659 + Penalty 3437.945075 = -4331479.762584
  nChanged 214
		SP:Iteration 25Q (89165.220000 sec): 3 clusters
  Score: Raw -4335001.366519 + Penalty 3437.945075 = -4331563.421444
  nChanged 195
		SP:Iteration 26Q (89165.660000 sec): 3 clusters
  Score: Raw -4335085.881571 + Penalty 3437.945075 = -4331647.936496
  nChanged 194
		SP:Iteration 27Q (89166.090000 sec): 3 clusters
  Score: Raw -4335180.200594 + Penalty 3437.945075 = -4331742.255519
  nChanged 171
		SP:Iteration 28Q (89166.470000 sec): 3 clusters
  Score: Raw -4335258.947729 + Penalty 3437.945075 = -4331821.002654
  nChanged 156
		SP:Iteration 29Q (89166.880000 sec): 3 clusters
  Score: Raw -4335338.963023 + Penalty 3437.945075 = -4331901.017948
  nChanged 125
		SP:Iteration 30Q (89167.260000 sec): 3 clusters
  Score: Raw -4335397.373726 + Penalty 3437.945075 = -4331959.428650
  nChanged 117
		SP:Iteration 31Q (89167.670000 sec): 3 clusters
  Score: Raw -4335444.366498 + Penalty 3437.945075 = -4332006.421423
  nChanged 94
		SP:Iteration 32Q (89168.040000 sec): 3 clusters
  Score: Raw -4335492.310814 + Penalty 3437.945075 = -4332054.365739
  nChanged 95
		SP:Iteration 33Q (89168.410000 sec): 3 clusters
  Score: Raw -4335540.614104 + Penalty 3437.945075 = -4332102.669028
  nChanged 89
		SP:Iteration 34Q (89168.850000 sec): 3 clusters
  Score: Raw -4335576.900675 + Penalty 3437.945075 = -4332138.955600
  nChanged 80
		SP:Iteration 35Q (89169.310000 sec): 3 clusters
  Score: Raw -4335602.868975 + Penalty 3437.945075 = -4332164.923900
  nChanged 65
		SP:Iteration 36Q (89169.670000 sec): 3 clusters
  Score: Raw -4335625.872091 + Penalty 3437.945075 = -4332187.927016
  nChanged 53
		SP:Iteration 37Q (89170.060000 sec): 3 clusters
  Score: Raw -4335642.633177 + Penalty 3437.945075 = -4332204.688102
  nChanged 53
		SP:Iteration 38Q (89170.380000 sec): 3 clusters
  Score: Raw -4335662.772340 + Penalty 3437.945075 = -4332224.827265
  nChanged 55
		SP:Iteration 39Q (89170.740000 sec): 3 clusters
  Score: Raw -4335680.855268 + Penalty 3437.945075 = -4332242.910193
  nChanged 42
		SP:Iteration 40F (89171.100000 sec): 3 clusters
  Score: Raw -4335690.440930 + Penalty 3437.945075 = -4332252.495855
  nChanged 25
		SP:Iteration 41Q (89171.500000 sec): 3 clusters
  Score: Raw -4335696.611919 + Penalty 3437.945075 = -4332258.666844
  nChanged 24
		SP:Iteration 42Q (89171.820000 sec): 3 clusters
  Score: Raw -4335702.475284 + Penalty 3437.945075 = -4332264.530209
  nChanged 16
		SP:Iteration 43Q (89172.230000 sec): 3 clusters
  Score: Raw -4335706.126030 + Penalty 3437.945075 = -4332268.180955
  nChanged 7
		SP:Iteration 44Q (89172.600000 sec): 3 clusters
  Score: Raw -4335707.119647 + Penalty 3437.945075 = -4332269.174572
  nChanged 7
		SP:Iteration 45Q (89172.990000 sec): 3 clusters
  Score: Raw -4335708.190560 + Penalty 3437.945075 = -4332270.245485
  nChanged 5
		SP:Iteration 46Q (89173.350000 sec): 3 clusters
  Score: Raw -4335709.087032 + Penalty 3437.945075 = -4332271.141957
  nChanged 4
		SP:Iteration 47Q (89173.760000 sec): 3 clusters
  Score: Raw -4335710.035123 + Penalty 3437.945075 = -4332272.090048
  nChanged 5
		SP:Iteration 48Q (89174.150000 sec): 3 clusters
  Score: Raw -4335711.342524 + Penalty 3437.945075 = -4332273.397449
  nChanged 7
		SP:Iteration 49Q (89174.520000 sec): 3 clusters
  Score: Raw -4335713.568754 + Penalty 3437.945075 = -4332275.623679
  nChanged 8
		SP:Iteration 50Q (89174.900000 sec): 3 clusters
  Score: Raw -4335714.856921 + Penalty 3437.945075 = -4332276.911846
  nChanged 4
		SP:Iteration 51Q (89175.270000 sec): 3 clusters
  Score: Raw -4335715.260320 + Penalty 3437.945075 = -4332277.315245
  nChanged 5
		SP:Iteration 52Q (89175.600000 sec): 3 clusters
  Score: Raw -4335715.891099 + Penalty 3437.945075 = -4332277.946024
  nChanged 4
		SP:Iteration 53Q (89176.010000 sec): 3 clusters
  Score: Raw -4335716.436758 + Penalty 3437.945075 = -4332278.491683
  nChanged 3
		SP:Iteration 54Q (89176.400000 sec): 3 clusters
  Score: Raw -4335717.289314 + Penalty 3437.945075 = -4332279.344239
  nChanged 5
		SP:Iteration 55Q (89176.810000 sec): 3 clusters
  Score: Raw -4335718.152355 + Penalty 3437.945075 = -4332280.207279
  nChanged 3
		SP:Iteration 56Q (89177.170000 sec): 3 clusters
  Score: Raw -4335718.753720 + Penalty 3437.945075 = -4332280.808645
  nChanged 4
		SP:Iteration 57Q (89177.560000 sec): 3 clusters
  Score: Raw -4335719.549239 + Penalty 3437.945075 = -4332281.604164
  nChanged 1
		SP:Iteration 58Q (89177.930000 sec): 3 clusters
  Score: Raw -4335719.697936 + Penalty 3437.945075 = -4332281.752861
  nChanged 4
		SP:Iteration 59Q (89178.290000 sec): 3 clusters
  Score: Raw -4335720.564460 + Penalty 3437.945075 = -4332282.619385
  nChanged 3
		SP:Iteration 60F (89178.790000 sec): 3 clusters
  Score: Raw -4335721.124216 + Penalty 3437.945075 = -4332283.179141
  nChanged 3
		SP:Iteration 61Q (89179.150000 sec): 3 clusters
  Score: Raw -4335721.908432 + Penalty 3437.945075 = -4332283.963357
  nChanged 2
		SP:Iteration 62Q (89179.600000 sec): 3 clusters
  Score: Raw -4335722.326289 + Penalty 3437.945075 = -4332284.381213
  nChanged 3
		SP:Iteration 63Q (89179.920000 sec): 3 clusters
  Score: Raw -4335723.103265 + Penalty 3437.945075 = -4332285.158190
  nChanged 2
		SP:Iteration 64Q (89180.360000 sec): 3 clusters
  Score: Raw -4335723.608261 + Penalty 3437.945075 = -4332285.663186
  nChanged 4
		SP:Iteration 65Q (89180.780000 sec): 3 clusters
  Score: Raw -4335724.350313 + Penalty 3437.945075 = -4332286.405238
  nChanged 3
		SP:Iteration 66Q (89181.140000 sec): 3 clusters
  Score: Raw -4335725.120775 + Penalty 3437.945075 = -4332287.175700
  nChanged 2
		SP:Iteration 67Q (89181.510000 sec): 3 clusters
  Score: Raw -4335725.442059 + Penalty 3437.945075 = -4332287.496984
  nChanged 2
		SP:Iteration 68Q (89181.880000 sec): 3 clusters
  Score: Raw -4335725.886168 + Penalty 3437.945075 = -4332287.941093
  nChanged 3
		SP:Iteration 69Q (89182.310000 sec): 3 clusters
  Score: Raw -4335726.632761 + Penalty 3437.945075 = -4332288.687685
  nChanged 6
		SP:Iteration 70Q (89182.630000 sec): 3 clusters
  Score: Raw -4335727.821430 + Penalty 3437.945075 = -4332289.876355
  nChanged 3
		SP:Iteration 71Q (89183.060000 sec): 3 clusters
  Score: Raw -4335728.281070 + Penalty 3437.945075 = -4332290.335995
  nChanged 2
		SP:Iteration 72Q (89183.430000 sec): 3 clusters
  Score: Raw -4335728.801297 + Penalty 3437.945075 = -4332290.856222
  nChanged 8
		SP:Iteration 73Q (89183.790000 sec): 3 clusters
  Score: Raw -4335730.878632 + Penalty 3437.945075 = -4332292.933557
  nChanged 5
		SP:Iteration 74Q (89184.140000 sec): 3 clusters
  Score: Raw -4335731.967405 + Penalty 3437.945075 = -4332294.022330
  nChanged 6
		SP:Iteration 75Q (89184.540000 sec): 3 clusters
  Score: Raw -4335733.201259 + Penalty 3437.945075 = -4332295.256184
  nChanged 8
		SP:Iteration 76Q (89185.020000 sec): 3 clusters
  Score: Raw -4335734.482405 + Penalty 3437.945075 = -4332296.537330
  nChanged 7
		SP:Iteration 77Q (89185.390000 sec): 3 clusters
  Score: Raw -4335735.650068 + Penalty 3437.945075 = -4332297.704992
  nChanged 6
		SP:Iteration 78Q (89185.830000 sec): 3 clusters
  Score: Raw -4335736.702517 + Penalty 3437.945075 = -4332298.757442
  nChanged 5
		SP:Iteration 79Q (89186.240000 sec): 3 clusters
  Score: Raw -4335737.441046 + Penalty 3437.945075 = -4332299.495971
  nChanged 3
		SP:Iteration 80F (89186.620000 sec): 3 clusters
  Score: Raw -4335738.349631 + Penalty 3437.945075 = -4332300.404556
  nChanged 2
		SP:Iteration 81Q (89187.000000 sec): 3 clusters
  Score: Raw -4335738.851349 + Penalty 3437.945075 = -4332300.906274
  nChanged 3
		SP:Iteration 82Q (89187.430000 sec): 3 clusters
  Score: Raw -4335740.053526 + Penalty 3437.945075 = -4332302.108451
  nChanged 5
		SP:Iteration 83Q (89187.860000 sec): 3 clusters
  Score: Raw -4335741.676659 + Penalty 3437.945075 = -4332303.731584
  nChanged 6
		SP:Iteration 84Q (89188.270000 sec): 3 clusters
  Score: Raw -4335743.404270 + Penalty 3437.945075 = -4332305.459194
  nChanged 7
		SP:Iteration 85Q (89188.640000 sec): 3 clusters
  Score: Raw -4335745.138449 + Penalty 3437.945075 = -4332307.193374
  nChanged 7
		SP:Iteration 86Q (89189.030000 sec): 3 clusters
  Score: Raw -4335746.694648 + Penalty 3437.945075 = -4332308.749573
  nChanged 7
		SP:Iteration 87Q (89189.430000 sec): 3 clusters
  Score: Raw -4335748.346850 + Penalty 3437.945075 = -4332310.401775
  nChanged 7
		SP:Iteration 88Q (89189.850000 sec): 3 clusters
  Score: Raw -4335749.823368 + Penalty 3437.945075 = -4332311.878293
  nChanged 4
		SP:Iteration 89Q (89190.290000 sec): 3 clusters
  Score: Raw -4335750.267765 + Penalty 3437.945075 = -4332312.322690
  nChanged 2
		SP:Iteration 90Q (89190.660000 sec): 3 clusters
  Score: Raw -4335750.516494 + Penalty 3437.945075 = -4332312.571419
  nChanged 2
		SP:Iteration 91Q (89191.060000 sec): 3 clusters
  Score: Raw -4335750.841660 + Penalty 3437.945075 = -4332312.896585
  nChanged 3
		SP:Iteration 92Q (89191.480000 sec): 3 clusters
  Score: Raw -4335751.405409 + Penalty 3437.945075 = -4332313.460334
  nChanged 3
		SP:Iteration 93Q (89191.830000 sec): 3 clusters
  Score: Raw -4335752.385176 + Penalty 3437.945075 = -4332314.440101
  nChanged 4
		SP:Iteration 94Q (89192.260000 sec): 3 clusters
  Score: Raw -4335753.247094 + Penalty 3437.945075 = -4332315.302019
  nChanged 5
		SP:Iteration 95Q (89192.590000 sec): 3 clusters
  Score: Raw -4335754.320119 + Penalty 3437.945075 = -4332316.375044
  nChanged 6
		SP:Iteration 96Q (89193.030000 sec): 3 clusters
  Score: Raw -4335755.182551 + Penalty 3437.945075 = -4332317.237476
  nChanged 4
		SP:Iteration 97Q (89193.380000 sec): 3 clusters
  Score: Raw -4335756.119420 + Penalty 3437.945075 = -4332318.174345
  nChanged 3
		SP:Iteration 98Q (89193.750000 sec): 3 clusters
  Score: Raw -4335756.454710 + Penalty 3437.945075 = -4332318.509635
  nChanged 0
		SP:Iteration 99F (89194.170000 sec): 3 clusters
  Score: Raw -4335756.454710 + Penalty 3437.945075 = -4332318.509635
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89194.360000 sec): 2 clusters
  Score: Raw -1153933.354001 + Penalty 1505.303653 = -1152428.050348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89194.590000 sec): 3 clusters
  Score: Raw -1147920.266171 + Penalty 3010.607305 = -1144909.658866
  nChanged 4529
		SP:Iteration 1F (89194.810000 sec): 3 clusters
  Score: Raw -1150329.294775 + Penalty 3010.607305 = -1147318.687470
  nChanged 664
		SP:Iteration 2F (89195.080000 sec): 3 clusters
  Score: Raw -1150653.148537 + Penalty 3010.607305 = -1147642.541232
  nChanged 615
		SP:Iteration 3F (89195.270000 sec): 3 clusters
  Score: Raw -1150948.505025 + Penalty 3010.607305 = -1147937.897720
  nChanged 555
		SP:Iteration 4F (89195.540000 sec): 3 clusters
  Score: Raw -1151281.842994 + Penalty 3010.607305 = -1148271.235689
  nChanged 552
		SP:Iteration 5F (89195.790000 sec): 3 clusters
  Score: Raw -1151602.472256 + Penalty 3010.607305 = -1148591.864951
  nChanged 517
		SP:Iteration 6Q (89196.040000 sec): 3 clusters
  Score: Raw -1151868.661305 + Penalty 3010.607305 = -1148858.053999
  nChanged 438
		SP:Iteration 7Q (89196.280000 sec): 3 clusters
  Score: Raw -1152070.124899 + Penalty 3010.607305 = -1149059.517594
  nChanged 364
		SP:Iteration 8Q (89196.520000 sec): 3 clusters
  Score: Raw -1152228.367625 + Penalty 3010.607305 = -1149217.760320
  nChanged 339
		SP:Iteration 9Q (89196.780000 sec): 3 clusters
  Score: Raw -1152381.540680 + Penalty 3010.607305 = -1149370.933375
  nChanged 323
		SP:Iteration 10Q (89197.000000 sec): 3 clusters
  Score: Raw -1152512.891182 + Penalty 3010.607305 = -1149502.283877
  nChanged 303
		SP:Iteration 11Q (89197.220000 sec): 3 clusters
  Score: Raw -1152640.069373 + Penalty 3010.607305 = -1149629.462068
  nChanged 302
		SP:Iteration 12Q (89197.520000 sec): 3 clusters
  Score: Raw -1152791.529727 + Penalty 3010.607305 = -1149780.922422
  nChanged 318
		SP:Iteration 13Q (89197.750000 sec): 3 clusters
  Score: Raw -1152949.861668 + Penalty 3010.607305 = -1149939.254363
  nChanged 278
		SP:Iteration 14Q (89198.050000 sec): 3 clusters
  Score: Raw -1153087.021594 + Penalty 3010.607305 = -1150076.414288
  nChanged 246
		SP:Iteration 15Q (89198.300000 sec): 3 clusters
  Score: Raw -1153198.470133 + Penalty 3010.607305 = -1150187.862828
  nChanged 221
		SP:Iteration 16Q (89198.540000 sec): 3 clusters
  Score: Raw -1153283.675867 + Penalty 3010.607305 = -1150273.068562
  nChanged 193
		SP:Iteration 17Q (89198.830000 sec): 3 clusters
  Score: Raw -1153350.848977 + Penalty 3010.607305 = -1150340.241671
  nChanged 152
		SP:Iteration 18Q (89199.140000 sec): 3 clusters
  Score: Raw -1153412.357067 + Penalty 3010.607305 = -1150401.749762
  nChanged 152
		SP:Iteration 19Q (89199.410000 sec): 3 clusters
  Score: Raw -1153464.726406 + Penalty 3010.607305 = -1150454.119101
  nChanged 131
		SP:Iteration 20F (89199.700000 sec): 3 clusters
  Score: Raw -1153513.593387 + Penalty 3010.607305 = -1150502.986082
  nChanged 143
		SP:Iteration 21Q (89199.940000 sec): 3 clusters
  Score: Raw -1153558.449904 + Penalty 3010.607305 = -1150547.842599
  nChanged 124
		SP:Iteration 22Q (89200.160000 sec): 3 clusters
  Score: Raw -1153599.155137 + Penalty 3010.607305 = -1150588.547832
  nChanged 100
		SP:Iteration 23Q (89200.380000 sec): 3 clusters
  Score: Raw -1153625.954835 + Penalty 3010.607305 = -1150615.347530
  nChanged 96
		SP:Iteration 24Q (89200.620000 sec): 3 clusters
  Score: Raw -1153648.239943 + Penalty 3010.607305 = -1150637.632638
  nChanged 69
		SP:Iteration 25Q (89200.890000 sec): 3 clusters
  Score: Raw -1153663.617682 + Penalty 3010.607305 = -1150653.010377
  nChanged 60
		SP:Iteration 26Q (89201.110000 sec): 3 clusters
  Score: Raw -1153676.976512 + Penalty 3010.607305 = -1150666.369207
  nChanged 49
		SP:Iteration 27Q (89201.340000 sec): 3 clusters
  Score: Raw -1153685.544136 + Penalty 3010.607305 = -1150674.936830
  nChanged 42
		SP:Iteration 28Q (89201.550000 sec): 3 clusters
  Score: Raw -1153692.327789 + Penalty 3010.607305 = -1150681.720484
  nChanged 41
		SP:Iteration 29Q (89201.740000 sec): 3 clusters
  Score: Raw -1153700.076653 + Penalty 3010.607305 = -1150689.469348
  nChanged 43
		SP:Iteration 30Q (89201.960000 sec): 3 clusters
  Score: Raw -1153707.853306 + Penalty 3010.607305 = -1150697.246001
  nChanged 38
		SP:Iteration 31Q (89202.170000 sec): 3 clusters
  Score: Raw -1153715.069382 + Penalty 3010.607305 = -1150704.462077
  nChanged 34
		SP:Iteration 32Q (89202.410000 sec): 3 clusters
  Score: Raw -1153722.138012 + Penalty 3010.607305 = -1150711.530707
  nChanged 35
		SP:Iteration 33Q (89202.720000 sec): 3 clusters
  Score: Raw -1153727.946342 + Penalty 3010.607305 = -1150717.339036
  nChanged 30
		SP:Iteration 34Q (89202.920000 sec): 3 clusters
  Score: Raw -1153732.416523 + Penalty 3010.607305 = -1150721.809218
  nChanged 26
		SP:Iteration 35Q (89203.180000 sec): 3 clusters
  Score: Raw -1153736.197771 + Penalty 3010.607305 = -1150725.590466
  nChanged 19
		SP:Iteration 36Q (89203.390000 sec): 3 clusters
  Score: Raw -1153738.393592 + Penalty 3010.607305 = -1150727.786287
  nChanged 14
		SP:Iteration 37Q (89203.700000 sec): 3 clusters
  Score: Raw -1153739.741946 + Penalty 3010.607305 = -1150729.134641
  nChanged 3
		SP:Iteration 38Q (89203.900000 sec): 3 clusters
  Score: Raw -1153739.946001 + Penalty 3010.607305 = -1150729.338696
  nChanged 1
		SP:Iteration 39Q (89204.120000 sec): 3 clusters
  Score: Raw -1153739.960820 + Penalty 3010.607305 = -1150729.353515
  nChanged 0
		SP:Iteration 40F (89204.330000 sec): 3 clusters
  Score: Raw -1153739.960820 + Penalty 3010.607305 = -1150729.353515
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (23887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89204.570000 sec): 2 clusters
  Score: Raw -2751320.749913 + Penalty 1638.177069 = -2749682.572844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89204.970000 sec): 3 clusters
  Score: Raw -2736717.618253 + Penalty 3276.354138 = -2733441.264115
  nChanged 10923
		SP:Iteration 1F (89205.360000 sec): 3 clusters
  Score: Raw -2742891.777200 + Penalty 3276.354138 = -2739615.423061
  nChanged 1216
		SP:Iteration 2F (89205.700000 sec): 3 clusters
  Score: Raw -2743426.489828 + Penalty 3276.354138 = -2740150.135690
  nChanged 1307
		SP:Iteration 3F (89206.090000 sec): 3 clusters
  Score: Raw -2744064.497134 + Penalty 3276.354138 = -2740788.142996
  nChanged 1316
		SP:Iteration 4F (89206.460000 sec): 3 clusters
  Score: Raw -2744801.797555 + Penalty 3276.354138 = -2741525.443417
  nChanged 1452
		SP:Iteration 5F (89206.810000 sec): 3 clusters
  Score: Raw -2745713.600793 + Penalty 3276.354138 = -2742437.246654
  nChanged 1558
		SP:Iteration 6F (89207.200000 sec): 3 clusters
  Score: Raw -2746893.511383 + Penalty 3276.354138 = -2743617.157244
  nChanged 1649
		SP:Iteration 7F (89207.510000 sec): 3 clusters
  Score: Raw -2748382.534609 + Penalty 3276.354138 = -2745106.180470
  nChanged 1474
		SP:Iteration 8F (89207.910000 sec): 3 clusters
  Score: Raw -2749653.309276 + Penalty 3276.354138 = -2746376.955137
  nChanged 1159
		SP:Iteration 9Q (89208.210000 sec): 3 clusters
  Score: Raw -2750393.045167 + Penalty 3276.354138 = -2747116.691029
  nChanged 743
		SP:Iteration 10Q (89208.580000 sec): 3 clusters
  Score: Raw -2750754.775280 + Penalty 3276.354138 = -2747478.421142
  nChanged 436
		SP:Iteration 11Q (89208.950000 sec): 3 clusters
  Score: Raw -2750960.144083 + Penalty 3276.354138 = -2747683.789944
  nChanged 344
		SP:Iteration 12Q (89209.280000 sec): 3 clusters
  Score: Raw -2751125.472026 + Penalty 3276.354138 = -2747849.117887
  nChanged 343
		SP:Iteration 13Q (89209.610000 sec): 3 clusters
  Score: Raw -2751294.966469 + Penalty 3276.354138 = -2748018.612331
  nChanged 296
		SP:Iteration 14Q (89209.960000 sec): 3 clusters
  Score: Raw -2751422.019435 + Penalty 3276.354138 = -2748145.665296
  nChanged 272
		SP:Iteration 15Q (89210.360000 sec): 3 clusters
  Score: Raw -2751526.135409 + Penalty 3276.354138 = -2748249.781271
  nChanged 213
		SP:Iteration 16Q (89210.680000 sec): 3 clusters
  Score: Raw -2751586.790571 + Penalty 3276.354138 = -2748310.436432
  nChanged 185
		SP:Iteration 17Q (89211.000000 sec): 3 clusters
  Score: Raw -2751638.351958 + Penalty 3276.354138 = -2748361.997820
  nChanged 160
		SP:Iteration 18Q (89211.340000 sec): 3 clusters
  Score: Raw -2751672.571153 + Penalty 3276.354138 = -2748396.217014
  nChanged 121
		SP:Iteration 19Q (89211.690000 sec): 3 clusters
  Score: Raw -2751692.718507 + Penalty 3276.354138 = -2748416.364369
  nChanged 86
		SP:Iteration 20F (89212.000000 sec): 3 clusters
  Score: Raw -2751705.961804 + Penalty 3276.354138 = -2748429.607666
  nChanged 73
		SP:Iteration 21Q (89212.370000 sec): 3 clusters
  Score: Raw -2751715.449255 + Penalty 3276.354138 = -2748439.095116
  nChanged 71
		SP:Iteration 22Q (89212.760000 sec): 3 clusters
  Score: Raw -2751725.228042 + Penalty 3276.354138 = -2748448.873904
  nChanged 78
		SP:Iteration 23Q (89213.050000 sec): 3 clusters
  Score: Raw -2751736.907517 + Penalty 3276.354138 = -2748460.553379
  nChanged 69
		SP:Iteration 24Q (89213.370000 sec): 3 clusters
  Score: Raw -2751747.121711 + Penalty 3276.354138 = -2748470.767572
  nChanged 61
		SP:Iteration 25Q (89213.660000 sec): 3 clusters
  Score: Raw -2751755.180607 + Penalty 3276.354138 = -2748478.826468
  nChanged 51
		SP:Iteration 26Q (89214.050000 sec): 3 clusters
  Score: Raw -2751761.984095 + Penalty 3276.354138 = -2748485.629957
  nChanged 39
		SP:Iteration 27Q (89214.410000 sec): 3 clusters
  Score: Raw -2751765.653970 + Penalty 3276.354138 = -2748489.299831
  nChanged 31
		SP:Iteration 28Q (89214.820000 sec): 3 clusters
  Score: Raw -2751769.433844 + Penalty 3276.354138 = -2748493.079705
  nChanged 38
		SP:Iteration 29Q (89215.130000 sec): 3 clusters
  Score: Raw -2751773.925447 + Penalty 3276.354138 = -2748497.571309
  nChanged 36
		SP:Iteration 30Q (89215.470000 sec): 3 clusters
  Score: Raw -2751778.368046 + Penalty 3276.354138 = -2748502.013907
  nChanged 32
		SP:Iteration 31Q (89215.850000 sec): 3 clusters
  Score: Raw -2751781.721060 + Penalty 3276.354138 = -2748505.366922
  nChanged 38
		SP:Iteration 32Q (89216.190000 sec): 3 clusters
  Score: Raw -2751786.241675 + Penalty 3276.354138 = -2748509.887536
  nChanged 43
		SP:Iteration 33Q (89216.510000 sec): 3 clusters
  Score: Raw -2751791.689029 + Penalty 3276.354138 = -2748515.334891
  nChanged 33
		SP:Iteration 34Q (89216.940000 sec): 3 clusters
  Score: Raw -2751795.109813 + Penalty 3276.354138 = -2748518.755674
  nChanged 32
		SP:Iteration 35Q (89217.240000 sec): 3 clusters
  Score: Raw -2751797.921993 + Penalty 3276.354138 = -2748521.567855
  nChanged 28
		SP:Iteration 36Q (89217.610000 sec): 3 clusters
  Score: Raw -2751800.672473 + Penalty 3276.354138 = -2748524.318334
  nChanged 28
		SP:Iteration 37Q (89217.910000 sec): 3 clusters
  Score: Raw -2751803.264955 + Penalty 3276.354138 = -2748526.910816
  nChanged 25
		SP:Iteration 38Q (89218.220000 sec): 3 clusters
  Score: Raw -2751805.379085 + Penalty 3276.354138 = -2748529.024947
  nChanged 27
		SP:Iteration 39Q (89218.540000 sec): 3 clusters
  Score: Raw -2751807.744360 + Penalty 3276.354138 = -2748531.390222
  nChanged 20
		SP:Iteration 40F (89218.860000 sec): 3 clusters
  Score: Raw -2751809.535058 + Penalty 3276.354138 = -2748533.180920
  nChanged 19
		SP:Iteration 41Q (89219.160000 sec): 3 clusters
  Score: Raw -2751811.101086 + Penalty 3276.354138 = -2748534.746947
  nChanged 19
		SP:Iteration 42Q (89219.490000 sec): 3 clusters
  Score: Raw -2751812.369264 + Penalty 3276.354138 = -2748536.015126
  nChanged 12
		SP:Iteration 43Q (89219.820000 sec): 3 clusters
  Score: Raw -2751813.035804 + Penalty 3276.354138 = -2748536.681666
  nChanged 10
		SP:Iteration 44Q (89220.160000 sec): 3 clusters
  Score: Raw -2751813.796738 + Penalty 3276.354138 = -2748537.442599
  nChanged 9
		SP:Iteration 45Q (89220.520000 sec): 3 clusters
  Score: Raw -2751814.432650 + Penalty 3276.354138 = -2748538.078511
  nChanged 4
		SP:Iteration 46Q (89220.850000 sec): 3 clusters
  Score: Raw -2751814.786977 + Penalty 3276.354138 = -2748538.432839
  nChanged 7
		SP:Iteration 47Q (89221.180000 sec): 3 clusters
  Score: Raw -2751815.393883 + Penalty 3276.354138 = -2748539.039744
  nChanged 13
		SP:Iteration 48Q (89221.510000 sec): 3 clusters
  Score: Raw -2751816.240145 + Penalty 3276.354138 = -2748539.886007
  nChanged 12
		SP:Iteration 49Q (89221.870000 sec): 3 clusters
  Score: Raw -2751817.299995 + Penalty 3276.354138 = -2748540.945856
  nChanged 14
		SP:Iteration 50Q (89222.260000 sec): 3 clusters
  Score: Raw -2751818.458390 + Penalty 3276.354138 = -2748542.104252
  nChanged 19
		SP:Iteration 51Q (89222.560000 sec): 3 clusters
  Score: Raw -2751820.190928 + Penalty 3276.354138 = -2748543.836789
  nChanged 17
		SP:Iteration 52Q (89222.910000 sec): 3 clusters
  Score: Raw -2751821.885101 + Penalty 3276.354138 = -2748545.530963
  nChanged 19
		SP:Iteration 53Q (89223.280000 sec): 3 clusters
  Score: Raw -2751823.545995 + Penalty 3276.354138 = -2748547.191857
  nChanged 19
		SP:Iteration 54Q (89223.700000 sec): 3 clusters
  Score: Raw -2751825.086205 + Penalty 3276.354138 = -2748548.732067
  nChanged 19
		SP:Iteration 55Q (89224.030000 sec): 3 clusters
  Score: Raw -2751826.958895 + Penalty 3276.354138 = -2748550.604757
  nChanged 15
		SP:Iteration 56Q (89224.360000 sec): 3 clusters
  Score: Raw -2751828.556815 + Penalty 3276.354138 = -2748552.202676
  nChanged 16
		SP:Iteration 57Q (89224.680000 sec): 3 clusters
  Score: Raw -2751829.776365 + Penalty 3276.354138 = -2748553.422226
  nChanged 13
		SP:Iteration 58Q (89225.000000 sec): 3 clusters
  Score: Raw -2751830.745451 + Penalty 3276.354138 = -2748554.391313
  nChanged 16
		SP:Iteration 59Q (89225.310000 sec): 3 clusters
  Score: Raw -2751832.089328 + Penalty 3276.354138 = -2748555.735189
  nChanged 13
		SP:Iteration 60F (89225.630000 sec): 3 clusters
  Score: Raw -2751833.205167 + Penalty 3276.354138 = -2748556.851029
  nChanged 11
		SP:Iteration 61Q (89225.920000 sec): 3 clusters
  Score: Raw -2751833.905307 + Penalty 3276.354138 = -2748557.551168
  nChanged 13
		SP:Iteration 62Q (89226.290000 sec): 3 clusters
  Score: Raw -2751834.925863 + Penalty 3276.354138 = -2748558.571724
  nChanged 7
		SP:Iteration 63Q (89226.590000 sec): 3 clusters
  Score: Raw -2751835.477379 + Penalty 3276.354138 = -2748559.123241
  nChanged 12
		SP:Iteration 64Q (89226.980000 sec): 3 clusters
  Score: Raw -2751836.516182 + Penalty 3276.354138 = -2748560.162043
  nChanged 20
		SP:Iteration 65Q (89227.290000 sec): 3 clusters
  Score: Raw -2751838.370091 + Penalty 3276.354138 = -2748562.015952
  nChanged 18
		SP:Iteration 66Q (89227.660000 sec): 3 clusters
  Score: Raw -2751839.659564 + Penalty 3276.354138 = -2748563.305426
  nChanged 11
		SP:Iteration 67Q (89227.930000 sec): 3 clusters
  Score: Raw -2751840.351345 + Penalty 3276.354138 = -2748563.997207
  nChanged 8
		SP:Iteration 68Q (89228.270000 sec): 3 clusters
  Score: Raw -2751840.764320 + Penalty 3276.354138 = -2748564.410182
  nChanged 6
		SP:Iteration 69Q (89228.590000 sec): 3 clusters
  Score: Raw -2751841.228502 + Penalty 3276.354138 = -2748564.874363
  nChanged 9
		SP:Iteration 70Q (89228.940000 sec): 3 clusters
  Score: Raw -2751842.024110 + Penalty 3276.354138 = -2748565.669972
  nChanged 9
		SP:Iteration 71Q (89229.250000 sec): 3 clusters
  Score: Raw -2751842.784051 + Penalty 3276.354138 = -2748566.429913
  nChanged 7
		SP:Iteration 72Q (89229.590000 sec): 3 clusters
  Score: Raw -2751843.218642 + Penalty 3276.354138 = -2748566.864503
  nChanged 9
		SP:Iteration 73Q (89229.890000 sec): 3 clusters
  Score: Raw -2751843.869632 + Penalty 3276.354138 = -2748567.515493
  nChanged 14
		SP:Iteration 74Q (89230.250000 sec): 3 clusters
  Score: Raw -2751844.973689 + Penalty 3276.354138 = -2748568.619550
  nChanged 13
		SP:Iteration 75Q (89230.550000 sec): 3 clusters
  Score: Raw -2751845.807831 + Penalty 3276.354138 = -2748569.453692
  nChanged 9
		SP:Iteration 76Q (89230.910000 sec): 3 clusters
  Score: Raw -2751846.453902 + Penalty 3276.354138 = -2748570.099764
  nChanged 7
		SP:Iteration 77Q (89231.330000 sec): 3 clusters
  Score: Raw -2751846.872648 + Penalty 3276.354138 = -2748570.518510
  nChanged 4
		SP:Iteration 78Q (89231.570000 sec): 3 clusters
  Score: Raw -2751847.113568 + Penalty 3276.354138 = -2748570.759429
  nChanged 7
		SP:Iteration 79Q (89231.960000 sec): 3 clusters
  Score: Raw -2751847.550246 + Penalty 3276.354138 = -2748571.196108
  nChanged 4
		SP:Iteration 80F (89232.290000 sec): 3 clusters
  Score: Raw -2751847.792895 + Penalty 3276.354138 = -2748571.438756
  nChanged 4
		SP:Iteration 81Q (89232.650000 sec): 3 clusters
  Score: Raw -2751848.029875 + Penalty 3276.354138 = -2748571.675737
  nChanged 6
		SP:Iteration 82Q (89232.950000 sec): 3 clusters
  Score: Raw -2751848.635635 + Penalty 3276.354138 = -2748572.281496
  nChanged 6
		SP:Iteration 83Q (89233.230000 sec): 3 clusters
  Score: Raw -2751849.127765 + Penalty 3276.354138 = -2748572.773626
  nChanged 6
		SP:Iteration 84Q (89233.590000 sec): 3 clusters
  Score: Raw -2751849.571010 + Penalty 3276.354138 = -2748573.216872
  nChanged 6
		SP:Iteration 85Q (89233.880000 sec): 3 clusters
  Score: Raw -2751850.138036 + Penalty 3276.354138 = -2748573.783897
  nChanged 12
		SP:Iteration 86Q (89234.270000 sec): 3 clusters
  Score: Raw -2751851.210382 + Penalty 3276.354138 = -2748574.856243
  nChanged 11
		SP:Iteration 87Q (89234.660000 sec): 3 clusters
  Score: Raw -2751852.390581 + Penalty 3276.354138 = -2748576.036443
  nChanged 17
		SP:Iteration 88Q (89234.990000 sec): 3 clusters
  Score: Raw -2751854.209593 + Penalty 3276.354138 = -2748577.855455
  nChanged 21
		SP:Iteration 89Q (89235.250000 sec): 3 clusters
  Score: Raw -2751856.649327 + Penalty 3276.354138 = -2748580.295189
  nChanged 21
		SP:Iteration 90Q (89235.600000 sec): 3 clusters
  Score: Raw -2751859.003031 + Penalty 3276.354138 = -2748582.648893
  nChanged 18
		SP:Iteration 91Q (89235.920000 sec): 3 clusters
  Score: Raw -2751860.862581 + Penalty 3276.354138 = -2748584.508443
  nChanged 14
		SP:Iteration 92Q (89236.210000 sec): 3 clusters
  Score: Raw -2751862.187126 + Penalty 3276.354138 = -2748585.832987
  nChanged 12
		SP:Iteration 93Q (89236.510000 sec): 3 clusters
  Score: Raw -2751863.454131 + Penalty 3276.354138 = -2748587.099993
  nChanged 18
		SP:Iteration 94Q (89236.810000 sec): 3 clusters
  Score: Raw -2751864.844257 + Penalty 3276.354138 = -2748588.490119
  nChanged 15
		SP:Iteration 95Q (89237.120000 sec): 3 clusters
  Score: Raw -2751866.374939 + Penalty 3276.354138 = -2748590.020800
  nChanged 17
		SP:Iteration 96Q (89237.510000 sec): 3 clusters
  Score: Raw -2751867.935072 + Penalty 3276.354138 = -2748591.580933
  nChanged 16
		SP:Iteration 97Q (89237.880000 sec): 3 clusters
  Score: Raw -2751869.355106 + Penalty 3276.354138 = -2748593.000968
  nChanged 22
		SP:Iteration 98Q (89238.250000 sec): 3 clusters
  Score: Raw -2751871.495688 + Penalty 3276.354138 = -2748595.141549
  nChanged 19
		SP:Iteration 99Q (89238.580000 sec): 3 clusters
  Score: Raw -2751873.124047 + Penalty 3276.354138 = -2748596.769908
  nChanged 15
		SP:Iteration 100F (89238.910000 sec): 3 clusters
  Score: Raw -2751874.100993 + Penalty 3276.354138 = -2748597.746854
  nChanged 8
		SP:Iteration 101Q (89239.240000 sec): 3 clusters
  Score: Raw -2751874.842339 + Penalty 3276.354138 = -2748598.488201
  nChanged 10
		SP:Iteration 102Q (89239.550000 sec): 3 clusters
  Score: Raw -2751875.817172 + Penalty 3276.354138 = -2748599.463033
  nChanged 10
		SP:Iteration 103Q (89239.820000 sec): 3 clusters
  Score: Raw -2751876.707763 + Penalty 3276.354138 = -2748600.353624
  nChanged 8
		SP:Iteration 104Q (89240.130000 sec): 3 clusters
  Score: Raw -2751877.188046 + Penalty 3276.354138 = -2748600.833907
  nChanged 7
		SP:Iteration 105Q (89240.410000 sec): 3 clusters
  Score: Raw -2751877.628999 + Penalty 3276.354138 = -2748601.274861
  nChanged 7
		SP:Iteration 106Q (89240.790000 sec): 3 clusters
  Score: Raw -2751878.092300 + Penalty 3276.354138 = -2748601.738161
  nChanged 6
		SP:Iteration 107Q (89241.250000 sec): 3 clusters
  Score: Raw -2751878.437817 + Penalty 3276.354138 = -2748602.083678
  nChanged 4
		SP:Iteration 108Q (89241.620000 sec): 3 clusters
  Score: Raw -2751878.712127 + Penalty 3276.354138 = -2748602.357989
  nChanged 8
		SP:Iteration 109Q (89241.950000 sec): 3 clusters
  Score: Raw -2751879.213525 + Penalty 3276.354138 = -2748602.859387
  nChanged 5
		SP:Iteration 110Q (89242.270000 sec): 3 clusters
  Score: Raw -2751879.481856 + Penalty 3276.354138 = -2748603.127718
  nChanged 5
		SP:Iteration 111Q (89242.570000 sec): 3 clusters
  Score: Raw -2751879.811693 + Penalty 3276.354138 = -2748603.457555
  nChanged 3
		SP:Iteration 112Q (89242.890000 sec): 3 clusters
  Score: Raw -2751880.054300 + Penalty 3276.354138 = -2748603.700162
  nChanged 4
		SP:Iteration 113Q (89243.200000 sec): 3 clusters
  Score: Raw -2751880.252185 + Penalty 3276.354138 = -2748603.898047
  nChanged 3
		SP:Iteration 114Q (89243.570000 sec): 3 clusters
  Score: Raw -2751880.422590 + Penalty 3276.354138 = -2748604.068452
  nChanged 5
		SP:Iteration 115Q (89243.900000 sec): 3 clusters
  Score: Raw -2751880.672235 + Penalty 3276.354138 = -2748604.318097
  nChanged 3
		SP:Iteration 116Q (89244.200000 sec): 3 clusters
  Score: Raw -2751880.886476 + Penalty 3276.354138 = -2748604.532338
  nChanged 2
		SP:Iteration 117Q (89244.510000 sec): 3 clusters
  Score: Raw -2751880.975315 + Penalty 3276.354138 = -2748604.621176
  nChanged 4
		SP:Iteration 118Q (89244.820000 sec): 3 clusters
  Score: Raw -2751881.202975 + Penalty 3276.354138 = -2748604.848836
  nChanged 4
		SP:Iteration 119Q (89245.090000 sec): 3 clusters
  Score: Raw -2751881.576932 + Penalty 3276.354138 = -2748605.222794
  nChanged 9
		SP:Iteration 120F (89245.450000 sec): 3 clusters
  Score: Raw -2751882.033665 + Penalty 3276.354138 = -2748605.679526
  nChanged 3
		SP:Iteration 121Q (89245.730000 sec): 3 clusters
  Score: Raw -2751882.224185 + Penalty 3276.354138 = -2748605.870047
  nChanged 1
		SP:Iteration 122Q (89246.070000 sec): 3 clusters
  Score: Raw -2751882.239071 + Penalty 3276.354138 = -2748605.884932
  nChanged 1
		SP:Iteration 123Q (89246.300000 sec): 3 clusters
  Score: Raw -2751882.305594 + Penalty 3276.354138 = -2748605.951455
  nChanged 2
		SP:Iteration 124Q (89246.610000 sec): 3 clusters
  Score: Raw -2751882.457630 + Penalty 3276.354138 = -2748606.103491
  nChanged 2
		SP:Iteration 125Q (89246.890000 sec): 3 clusters
  Score: Raw -2751882.524285 + Penalty 3276.354138 = -2748606.170146
  nChanged 0
		SP:Iteration 126F (89247.210000 sec): 3 clusters
  Score: Raw -2751882.524285 + Penalty 3276.354138 = -2748606.170146
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (18045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89247.490000 sec): 2 clusters
  Score: Raw -1877019.155031 + Penalty 1592.601387 = -1875426.553644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89247.840000 sec): 3 clusters
  Score: Raw -1866200.772522 + Penalty 3185.202773 = -1863015.569748
  nChanged 8192
		SP:Iteration 1F (89248.130000 sec): 3 clusters
  Score: Raw -1870793.192597 + Penalty 3185.202773 = -1867607.989824
  nChanged 1033
		SP:Iteration 2F (89248.410000 sec): 3 clusters
  Score: Raw -1871250.182515 + Penalty 3185.202773 = -1868064.979742
  nChanged 952
		SP:Iteration 3F (89248.670000 sec): 3 clusters
  Score: Raw -1871717.593536 + Penalty 3185.202773 = -1868532.390763
  nChanged 981
		SP:Iteration 4F (89248.920000 sec): 3 clusters
  Score: Raw -1872272.597401 + Penalty 3185.202773 = -1869087.394628
  nChanged 1001
		SP:Iteration 5F (89249.250000 sec): 3 clusters
  Score: Raw -1872889.302861 + Penalty 3185.202773 = -1869704.100088
  nChanged 1019
		SP:Iteration 6F (89249.470000 sec): 3 clusters
  Score: Raw -1873595.795331 + Penalty 3185.202773 = -1870410.592558
  nChanged 971
		SP:Iteration 7F (89249.770000 sec): 3 clusters
  Score: Raw -1874315.639512 + Penalty 3185.202773 = -1871130.436739
  nChanged 931
		SP:Iteration 8F (89250.020000 sec): 3 clusters
  Score: Raw -1875031.320337 + Penalty 3185.202773 = -1871846.117564
  nChanged 780
		SP:Iteration 9Q (89250.240000 sec): 3 clusters
  Score: Raw -1875601.294867 + Penalty 3185.202773 = -1872416.092094
  nChanged 621
		SP:Iteration 10Q (89250.520000 sec): 3 clusters
  Score: Raw -1876046.670331 + Penalty 3185.202773 = -1872861.467557
  nChanged 536
		SP:Iteration 11Q (89250.800000 sec): 3 clusters
  Score: Raw -1876467.936095 + Penalty 3185.202773 = -1873282.733322
  nChanged 437
		SP:Iteration 12Q (89251.110000 sec): 3 clusters
  Score: Raw -1876814.429159 + Penalty 3185.202773 = -1873629.226386
  nChanged 345
		SP:Iteration 13Q (89251.400000 sec): 3 clusters
  Score: Raw -1877094.629853 + Penalty 3185.202773 = -1873909.427080
  nChanged 268
		SP:Iteration 14Q (89251.710000 sec): 3 clusters
  Score: Raw -1877311.962588 + Penalty 3185.202773 = -1874126.759815
  nChanged 205
		SP:Iteration 15Q (89252.000000 sec): 3 clusters
  Score: Raw -1877459.320700 + Penalty 3185.202773 = -1874274.117927
  nChanged 160
		SP:Iteration 16Q (89252.310000 sec): 3 clusters
  Score: Raw -1877574.688877 + Penalty 3185.202773 = -1874389.486104
  nChanged 148
		SP:Iteration 17Q (89252.580000 sec): 3 clusters
  Score: Raw -1877665.119089 + Penalty 3185.202773 = -1874479.916316
  nChanged 130
		SP:Iteration 18Q (89252.850000 sec): 3 clusters
  Score: Raw -1877732.868296 + Penalty 3185.202773 = -1874547.665523
  nChanged 100
		SP:Iteration 19Q (89253.130000 sec): 3 clusters
  Score: Raw -1877779.680822 + Penalty 3185.202773 = -1874594.478049
  nChanged 67
		SP:Iteration 20F (89253.380000 sec): 3 clusters
  Score: Raw -1877807.325919 + Penalty 3185.202773 = -1874622.123146
  nChanged 39
		SP:Iteration 21Q (89253.630000 sec): 3 clusters
  Score: Raw -1877826.925345 + Penalty 3185.202773 = -1874641.722572
  nChanged 47
		SP:Iteration 22Q (89253.870000 sec): 3 clusters
  Score: Raw -1877848.222165 + Penalty 3185.202773 = -1874663.019392
  nChanged 35
		SP:Iteration 23Q (89254.190000 sec): 3 clusters
  Score: Raw -1877861.450132 + Penalty 3185.202773 = -1874676.247359
  nChanged 27
		SP:Iteration 24Q (89254.450000 sec): 3 clusters
  Score: Raw -1877869.477263 + Penalty 3185.202773 = -1874684.274490
  nChanged 13
		SP:Iteration 25Q (89254.720000 sec): 3 clusters
  Score: Raw -1877873.194784 + Penalty 3185.202773 = -1874687.992011
  nChanged 11
		SP:Iteration 26Q (89254.990000 sec): 3 clusters
  Score: Raw -1877877.389621 + Penalty 3185.202773 = -1874692.186848
  nChanged 14
		SP:Iteration 27Q (89255.300000 sec): 3 clusters
  Score: Raw -1877881.008340 + Penalty 3185.202773 = -1874695.805567
  nChanged 12
		SP:Iteration 28Q (89255.570000 sec): 3 clusters
  Score: Raw -1877885.322291 + Penalty 3185.202773 = -1874700.119518
  nChanged 8
		SP:Iteration 29Q (89255.800000 sec): 3 clusters
  Score: Raw -1877887.479181 + Penalty 3185.202773 = -1874702.276408
  nChanged 6
		SP:Iteration 30Q (89256.070000 sec): 3 clusters
  Score: Raw -1877889.383339 + Penalty 3185.202773 = -1874704.180566
  nChanged 5
		SP:Iteration 31Q (89256.340000 sec): 3 clusters
  Score: Raw -1877891.400067 + Penalty 3185.202773 = -1874706.197294
  nChanged 7
		SP:Iteration 32Q (89256.650000 sec): 3 clusters
  Score: Raw -1877893.829379 + Penalty 3185.202773 = -1874708.626606
  nChanged 7
		SP:Iteration 33Q (89256.880000 sec): 3 clusters
  Score: Raw -1877896.240130 + Penalty 3185.202773 = -1874711.037357
  nChanged 10
		SP:Iteration 34Q (89257.140000 sec): 3 clusters
  Score: Raw -1877899.945426 + Penalty 3185.202773 = -1874714.742653
  nChanged 8
		SP:Iteration 35Q (89257.380000 sec): 3 clusters
  Score: Raw -1877901.997969 + Penalty 3185.202773 = -1874716.795196
  nChanged 7
		SP:Iteration 36Q (89257.590000 sec): 3 clusters
  Score: Raw -1877904.990845 + Penalty 3185.202773 = -1874719.788072
  nChanged 7
		SP:Iteration 37Q (89257.860000 sec): 3 clusters
  Score: Raw -1877906.673327 + Penalty 3185.202773 = -1874721.470554
  nChanged 5
		SP:Iteration 38Q (89258.090000 sec): 3 clusters
  Score: Raw -1877907.564730 + Penalty 3185.202773 = -1874722.361957
  nChanged 4
		SP:Iteration 39Q (89258.340000 sec): 3 clusters
  Score: Raw -1877908.782059 + Penalty 3185.202773 = -1874723.579286
  nChanged 3
		SP:Iteration 40F (89258.620000 sec): 3 clusters
  Score: Raw -1877909.464479 + Penalty 3185.202773 = -1874724.261706
  nChanged 1
		SP:Iteration 41Q (89258.910000 sec): 3 clusters
  Score: Raw -1877909.683409 + Penalty 3185.202773 = -1874724.480635
  nChanged 1
		SP:Iteration 42Q (89259.220000 sec): 3 clusters
  Score: Raw -1877909.908812 + Penalty 3185.202773 = -1874724.706039
  nChanged 2
		SP:Iteration 43Q (89259.480000 sec): 3 clusters
  Score: Raw -1877910.179689 + Penalty 3185.202773 = -1874724.976916
  nChanged 1
		SP:Iteration 44Q (89259.750000 sec): 3 clusters
  Score: Raw -1877910.386576 + Penalty 3185.202773 = -1874725.183803
  nChanged 0
		SP:Iteration 45F (89260.020000 sec): 3 clusters
  Score: Raw -1877910.386576 + Penalty 3185.202773 = -1874725.183803
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (14892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89260.220000 sec): 2 clusters
  Score: Raw -1671001.865388 + Penalty 1561.394158 = -1669440.471230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89260.470000 sec): 3 clusters
  Score: Raw -1662142.664826 + Penalty 3122.788316 = -1659019.876510
  nChanged 6769
		SP:Iteration 1F (89260.720000 sec): 3 clusters
  Score: Raw -1665787.743028 + Penalty 3122.788316 = -1662664.954711
  nChanged 843
		SP:Iteration 2F (89260.990000 sec): 3 clusters
  Score: Raw -1666122.707392 + Penalty 3122.788316 = -1662999.919075
  nChanged 737
		SP:Iteration 3Q (89261.240000 sec): 3 clusters
  Score: Raw -1666426.392313 + Penalty 3122.788316 = -1663303.603997
  nChanged 719
		SP:Iteration 4Q (89261.500000 sec): 3 clusters
  Score: Raw -1666751.819089 + Penalty 3122.788316 = -1663629.030773
  nChanged 723
		SP:Iteration 5Q (89261.750000 sec): 3 clusters
  Score: Raw -1667128.145393 + Penalty 3122.788316 = -1664005.357077
  nChanged 786
		SP:Iteration 6F (89262.000000 sec): 3 clusters
  Score: Raw -1667586.350173 + Penalty 3122.788316 = -1664463.561856
  nChanged 835
		SP:Iteration 7F (89262.260000 sec): 3 clusters
  Score: Raw -1668150.740072 + Penalty 3122.788316 = -1665027.951755
  nChanged 880
		SP:Iteration 8F (89262.510000 sec): 3 clusters
  Score: Raw -1668814.343431 + Penalty 3122.788316 = -1665691.555114
  nChanged 883
		SP:Iteration 9F (89262.760000 sec): 3 clusters
  Score: Raw -1669521.801464 + Penalty 3122.788316 = -1666399.013147
  nChanged 713
		SP:Iteration 10Q (89263.020000 sec): 3 clusters
  Score: Raw -1670122.498472 + Penalty 3122.788316 = -1666999.710156
  nChanged 517
		SP:Iteration 11Q (89263.290000 sec): 3 clusters
  Score: Raw -1670559.676992 + Penalty 3122.788316 = -1667436.888676
  nChanged 338
		SP:Iteration 12Q (89263.520000 sec): 3 clusters
  Score: Raw -1670839.161590 + Penalty 3122.788316 = -1667716.373273
  nChanged 188
		SP:Iteration 13Q (89263.860000 sec): 3 clusters
  Score: Raw -1670992.708589 + Penalty 3122.788316 = -1667869.920273
  nChanged 114
		SP:Iteration 14Q (89264.080000 sec): 3 clusters
  Score: Raw -1671087.675274 + Penalty 3122.788316 = -1667964.886958
  nChanged 56
		SP:Iteration 15Q (89264.330000 sec): 3 clusters
  Score: Raw -1671135.082688 + Penalty 3122.788316 = -1668012.294371
  nChanged 33
		SP:Iteration 16Q (89264.560000 sec): 3 clusters
  Score: Raw -1671169.949725 + Penalty 3122.788316 = -1668047.161409
  nChanged 27
		SP:Iteration 17Q (89264.760000 sec): 3 clusters
  Score: Raw -1671200.632905 + Penalty 3122.788316 = -1668077.844589
  nChanged 14
		SP:Iteration 18Q (89265.000000 sec): 3 clusters
  Score: Raw -1671214.668910 + Penalty 3122.788316 = -1668091.880593
  nChanged 9
		SP:Iteration 19Q (89265.270000 sec): 3 clusters
  Score: Raw -1671222.497933 + Penalty 3122.788316 = -1668099.709617
  nChanged 7
		SP:Iteration 20F (89265.540000 sec): 3 clusters
  Score: Raw -1671230.361433 + Penalty 3122.788316 = -1668107.573117
  nChanged 8
		SP:Iteration 21Q (89265.810000 sec): 3 clusters
  Score: Raw -1671238.220529 + Penalty 3122.788316 = -1668115.432212
  nChanged 8
		SP:Iteration 22Q (89266.080000 sec): 3 clusters
  Score: Raw -1671243.835555 + Penalty 3122.788316 = -1668121.047238
  nChanged 6
		SP:Iteration 23Q (89266.350000 sec): 3 clusters
  Score: Raw -1671248.814962 + Penalty 3122.788316 = -1668126.026646
  nChanged 1
		SP:Iteration 24Q (89266.560000 sec): 3 clusters
  Score: Raw -1671249.596032 + Penalty 3122.788316 = -1668126.807716
  nChanged 0
		SP:Iteration 25F (89266.820000 sec): 3 clusters
  Score: Raw -1671249.596032 + Penalty 3122.788316 = -1668126.807716
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89267.080000 sec): 2 clusters
  Score: Raw -4036666.157013 + Penalty 1691.454182 = -4034974.702831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89267.450000 sec): 3 clusters
  Score: Raw -4015968.054268 + Penalty 3382.908364 = -4012585.145903
  nChanged 15468
		SP:Iteration 1F (89267.840000 sec): 3 clusters
  Score: Raw -4024348.169009 + Penalty 3382.908364 = -4020965.260644
  nChanged 1243
		SP:Iteration 2Q (89268.200000 sec): 3 clusters
  Score: Raw -4024652.029640 + Penalty 3382.908364 = -4021269.121276
  nChanged 1125
		SP:Iteration 3Q (89268.550000 sec): 3 clusters
  Score: Raw -4024944.800422 + Penalty 3382.908364 = -4021561.892057
  nChanged 1091
		SP:Iteration 4Q (89268.940000 sec): 3 clusters
  Score: Raw -4025270.285728 + Penalty 3382.908364 = -4021887.377363
  nChanged 1174
		SP:Iteration 5Q (89269.300000 sec): 3 clusters
  Score: Raw -4025678.438913 + Penalty 3382.908364 = -4022295.530548
  nChanged 1278
		SP:Iteration 6Q (89269.640000 sec): 3 clusters
  Score: Raw -4026202.599254 + Penalty 3382.908364 = -4022819.690890
  nChanged 1447
		SP:Iteration 7Q (89270.030000 sec): 3 clusters
  Score: Raw -4026889.623360 + Penalty 3382.908364 = -4023506.714996
  nChanged 1640
		SP:Iteration 8Q (89270.380000 sec): 3 clusters
  Score: Raw -4027693.648202 + Penalty 3382.908364 = -4024310.739838
  nChanged 1728
		SP:Iteration 9F (89270.730000 sec): 3 clusters
  Score: Raw -4028683.969889 + Penalty 3382.908364 = -4025301.061525
  nChanged 1846
		SP:Iteration 10F (89271.090000 sec): 3 clusters
  Score: Raw -4029828.241711 + Penalty 3382.908364 = -4026445.333346
  nChanged 1826
		SP:Iteration 11F (89271.440000 sec): 3 clusters
  Score: Raw -4031052.050578 + Penalty 3382.908364 = -4027669.142213
  nChanged 1690
		SP:Iteration 12F (89271.880000 sec): 3 clusters
  Score: Raw -4032298.696723 + Penalty 3382.908364 = -4028915.788358
  nChanged 1497
		SP:Iteration 13Q (89272.270000 sec): 3 clusters
  Score: Raw -4033467.144072 + Penalty 3382.908364 = -4030084.235708
  nChanged 1227
		SP:Iteration 14Q (89272.630000 sec): 3 clusters
  Score: Raw -4034430.763393 + Penalty 3382.908364 = -4031047.855029
  nChanged 1005
		SP:Iteration 15Q (89273.030000 sec): 3 clusters
  Score: Raw -4035207.845721 + Penalty 3382.908364 = -4031824.937356
  nChanged 719
		SP:Iteration 16Q (89273.400000 sec): 3 clusters
  Score: Raw -4035717.901085 + Penalty 3382.908364 = -4032334.992720
  nChanged 611
		SP:Iteration 17Q (89273.770000 sec): 3 clusters
  Score: Raw -4036085.738979 + Penalty 3382.908364 = -4032702.830615
  nChanged 506
		SP:Iteration 18Q (89274.090000 sec): 3 clusters
  Score: Raw -4036324.416376 + Penalty 3382.908364 = -4032941.508012
  nChanged 433
		SP:Iteration 19Q (89274.480000 sec): 3 clusters
  Score: Raw -4036508.917156 + Penalty 3382.908364 = -4033126.008791
  nChanged 393
		SP:Iteration 20F (89274.880000 sec): 3 clusters
  Score: Raw -4036662.103409 + Penalty 3382.908364 = -4033279.195045
  nChanged 352
		SP:Iteration 21Q (89275.210000 sec): 3 clusters
  Score: Raw -4036801.555106 + Penalty 3382.908364 = -4033418.646742
  nChanged 348
		SP:Iteration 22Q (89275.570000 sec): 3 clusters
  Score: Raw -4036940.520803 + Penalty 3382.908364 = -4033557.612438
  nChanged 289
		SP:Iteration 23Q (89275.980000 sec): 3 clusters
  Score: Raw -4037053.294919 + Penalty 3382.908364 = -4033670.386554
  nChanged 260
		SP:Iteration 24Q (89276.390000 sec): 3 clusters
  Score: Raw -4037151.242578 + Penalty 3382.908364 = -4033768.334213
  nChanged 231
		SP:Iteration 25Q (89276.820000 sec): 3 clusters
  Score: Raw -4037255.278286 + Penalty 3382.908364 = -4033872.369922
  nChanged 213
		SP:Iteration 26Q (89277.200000 sec): 3 clusters
  Score: Raw -4037373.094392 + Penalty 3382.908364 = -4033990.186027
  nChanged 200
		SP:Iteration 27Q (89277.550000 sec): 3 clusters
  Score: Raw -4037479.354592 + Penalty 3382.908364 = -4034096.446228
  nChanged 185
		SP:Iteration 28Q (89277.930000 sec): 3 clusters
  Score: Raw -4037582.994057 + Penalty 3382.908364 = -4034200.085692
  nChanged 164
		SP:Iteration 29Q (89278.240000 sec): 3 clusters
  Score: Raw -4037681.024268 + Penalty 3382.908364 = -4034298.115903
  nChanged 126
		SP:Iteration 30Q (89278.540000 sec): 3 clusters
  Score: Raw -4037755.305011 + Penalty 3382.908364 = -4034372.396646
  nChanged 102
		SP:Iteration 31Q (89278.930000 sec): 3 clusters
  Score: Raw -4037820.049280 + Penalty 3382.908364 = -4034437.140916
  nChanged 96
		SP:Iteration 32Q (89279.270000 sec): 3 clusters
  Score: Raw -4037875.920435 + Penalty 3382.908364 = -4034493.012070
  nChanged 81
		SP:Iteration 33Q (89279.600000 sec): 3 clusters
  Score: Raw -4037914.330311 + Penalty 3382.908364 = -4034531.421946
  nChanged 72
		SP:Iteration 34Q (89279.980000 sec): 3 clusters
  Score: Raw -4037947.949703 + Penalty 3382.908364 = -4034565.041339
  nChanged 56
		SP:Iteration 35Q (89280.310000 sec): 3 clusters
  Score: Raw -4037968.586991 + Penalty 3382.908364 = -4034585.678627
  nChanged 49
		SP:Iteration 36Q (89280.640000 sec): 3 clusters
  Score: Raw -4037984.216369 + Penalty 3382.908364 = -4034601.308005
  nChanged 36
		SP:Iteration 37Q (89281.040000 sec): 3 clusters
  Score: Raw -4037994.485211 + Penalty 3382.908364 = -4034611.576847
  nChanged 25
		SP:Iteration 38Q (89281.340000 sec): 3 clusters
  Score: Raw -4038001.608605 + Penalty 3382.908364 = -4034618.700241
  nChanged 23
		SP:Iteration 39Q (89281.640000 sec): 3 clusters
  Score: Raw -4038006.000828 + Penalty 3382.908364 = -4034623.092464
  nChanged 11
		SP:Iteration 40F (89282.020000 sec): 3 clusters
  Score: Raw -4038008.262095 + Penalty 3382.908364 = -4034625.353730
  nChanged 13
		SP:Iteration 41Q (89282.340000 sec): 3 clusters
  Score: Raw -4038010.590259 + Penalty 3382.908364 = -4034627.681895
  nChanged 10
		SP:Iteration 42Q (89282.700000 sec): 3 clusters
  Score: Raw -4038012.123173 + Penalty 3382.908364 = -4034629.214809
  nChanged 5
		SP:Iteration 43Q (89282.960000 sec): 3 clusters
  Score: Raw -4038012.814969 + Penalty 3382.908364 = -4034629.906604
  nChanged 4
		SP:Iteration 44Q (89283.270000 sec): 3 clusters
  Score: Raw -4038013.354782 + Penalty 3382.908364 = -4034630.446417
  nChanged 1
		SP:Iteration 45Q (89283.670000 sec): 3 clusters
  Score: Raw -4038013.549991 + Penalty 3382.908364 = -4034630.641626
  nChanged 1
		SP:Iteration 46Q (89284.020000 sec): 3 clusters
  Score: Raw -4038013.651173 + Penalty 3382.908364 = -4034630.742809
  nChanged 0
		SP:Iteration 47F (89284.430000 sec): 3 clusters
  Score: Raw -4038013.651173 + Penalty 3382.908364 = -4034630.742809
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89284.600000 sec): 2 clusters
  Score: Raw -1822730.901229 + Penalty 1580.412613 = -1821150.488616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89284.910000 sec): 3 clusters
  Score: Raw -1812810.787993 + Penalty 3160.825226 = -1809649.962767
  nChanged 7525
		SP:Iteration 1F (89285.190000 sec): 3 clusters
  Score: Raw -1817187.894757 + Penalty 3160.825226 = -1814027.069531
  nChanged 1115
		SP:Iteration 2F (89285.460000 sec): 3 clusters
  Score: Raw -1817779.274003 + Penalty 3160.825226 = -1814618.448777
  nChanged 1027
		SP:Iteration 3F (89285.740000 sec): 3 clusters
  Score: Raw -1818318.866890 + Penalty 3160.825226 = -1815158.041664
  nChanged 958
		SP:Iteration 4F (89286.040000 sec): 3 clusters
  Score: Raw -1818841.059166 + Penalty 3160.825226 = -1815680.233940
  nChanged 879
		SP:Iteration 5F (89286.320000 sec): 3 clusters
  Score: Raw -1819378.165972 + Penalty 3160.825226 = -1816217.340746
  nChanged 844
		SP:Iteration 6F (89286.700000 sec): 3 clusters
  Score: Raw -1819857.568834 + Penalty 3160.825226 = -1816696.743608
  nChanged 680
		SP:Iteration 7Q (89287.040000 sec): 3 clusters
  Score: Raw -1820230.537908 + Penalty 3160.825226 = -1817069.712682
  nChanged 603
		SP:Iteration 8Q (89287.380000 sec): 3 clusters
  Score: Raw -1820542.733963 + Penalty 3160.825226 = -1817381.908737
  nChanged 520
		SP:Iteration 9Q (89287.660000 sec): 3 clusters
  Score: Raw -1820802.856447 + Penalty 3160.825226 = -1817642.031221
  nChanged 477
		SP:Iteration 10Q (89287.930000 sec): 3 clusters
  Score: Raw -1821021.026828 + Penalty 3160.825226 = -1817860.201602
  nChanged 397
		SP:Iteration 11Q (89288.250000 sec): 3 clusters
  Score: Raw -1821187.881837 + Penalty 3160.825226 = -1818027.056611
  nChanged 298
		SP:Iteration 12Q (89288.510000 sec): 3 clusters
  Score: Raw -1821302.127256 + Penalty 3160.825226 = -1818141.302030
  nChanged 267
		SP:Iteration 13Q (89288.800000 sec): 3 clusters
  Score: Raw -1821400.036473 + Penalty 3160.825226 = -1818239.211247
  nChanged 255
		SP:Iteration 14Q (89289.100000 sec): 3 clusters
  Score: Raw -1821498.725217 + Penalty 3160.825226 = -1818337.899992
  nChanged 242
		SP:Iteration 15Q (89289.300000 sec): 3 clusters
  Score: Raw -1821584.605890 + Penalty 3160.825226 = -1818423.780664
  nChanged 244
		SP:Iteration 16Q (89289.570000 sec): 3 clusters
  Score: Raw -1821670.769962 + Penalty 3160.825226 = -1818509.944736
  nChanged 243
		SP:Iteration 17Q (89289.840000 sec): 3 clusters
  Score: Raw -1821763.287336 + Penalty 3160.825226 = -1818602.462110
  nChanged 250
		SP:Iteration 18Q (89290.060000 sec): 3 clusters
  Score: Raw -1821860.332569 + Penalty 3160.825226 = -1818699.507343
  nChanged 222
		SP:Iteration 19Q (89290.320000 sec): 3 clusters
  Score: Raw -1821940.805085 + Penalty 3160.825226 = -1818779.979860
  nChanged 212
		SP:Iteration 20F (89290.600000 sec): 3 clusters
  Score: Raw -1822020.705345 + Penalty 3160.825226 = -1818859.880120
  nChanged 212
		SP:Iteration 21Q (89290.840000 sec): 3 clusters
  Score: Raw -1822100.955964 + Penalty 3160.825226 = -1818940.130738
  nChanged 203
		SP:Iteration 22Q (89291.140000 sec): 3 clusters
  Score: Raw -1822181.416734 + Penalty 3160.825226 = -1819020.591508
  nChanged 214
		SP:Iteration 23Q (89291.400000 sec): 3 clusters
  Score: Raw -1822263.708712 + Penalty 3160.825226 = -1819102.883486
  nChanged 202
		SP:Iteration 24Q (89291.630000 sec): 3 clusters
  Score: Raw -1822343.523742 + Penalty 3160.825226 = -1819182.698516
  nChanged 174
		SP:Iteration 25Q (89291.920000 sec): 3 clusters
  Score: Raw -1822406.570434 + Penalty 3160.825226 = -1819245.745208
  nChanged 154
		SP:Iteration 26Q (89292.200000 sec): 3 clusters
  Score: Raw -1822468.554806 + Penalty 3160.825226 = -1819307.729580
  nChanged 162
		SP:Iteration 27Q (89292.460000 sec): 3 clusters
  Score: Raw -1822532.728981 + Penalty 3160.825226 = -1819371.903755
  nChanged 165
		SP:Iteration 28Q (89292.750000 sec): 3 clusters
  Score: Raw -1822598.628320 + Penalty 3160.825226 = -1819437.803094
  nChanged 173
		SP:Iteration 29Q (89293.070000 sec): 3 clusters
  Score: Raw -1822676.647091 + Penalty 3160.825226 = -1819515.821865
  nChanged 169
		SP:Iteration 30Q (89293.300000 sec): 3 clusters
  Score: Raw -1822758.317175 + Penalty 3160.825226 = -1819597.491950
  nChanged 161
		SP:Iteration 31Q (89293.570000 sec): 3 clusters
  Score: Raw -1822827.063475 + Penalty 3160.825226 = -1819666.238249
  nChanged 131
		SP:Iteration 32Q (89293.820000 sec): 3 clusters
  Score: Raw -1822877.235340 + Penalty 3160.825226 = -1819716.410115
  nChanged 109
		SP:Iteration 33Q (89294.060000 sec): 3 clusters
  Score: Raw -1822919.294259 + Penalty 3160.825226 = -1819758.469033
  nChanged 84
		SP:Iteration 34Q (89294.320000 sec): 3 clusters
  Score: Raw -1822953.432218 + Penalty 3160.825226 = -1819792.606992
  nChanged 91
		SP:Iteration 35Q (89294.590000 sec): 3 clusters
  Score: Raw -1822996.281853 + Penalty 3160.825226 = -1819835.456627
  nChanged 80
		SP:Iteration 36Q (89294.860000 sec): 3 clusters
  Score: Raw -1823032.646478 + Penalty 3160.825226 = -1819871.821253
  nChanged 65
		SP:Iteration 37Q (89295.160000 sec): 3 clusters
  Score: Raw -1823059.849640 + Penalty 3160.825226 = -1819899.024414
  nChanged 52
		SP:Iteration 38Q (89295.420000 sec): 3 clusters
  Score: Raw -1823084.614820 + Penalty 3160.825226 = -1819923.789594
  nChanged 53
		SP:Iteration 39Q (89295.740000 sec): 3 clusters
  Score: Raw -1823108.976845 + Penalty 3160.825226 = -1819948.151619
  nChanged 41
		SP:Iteration 40F (89296.020000 sec): 3 clusters
  Score: Raw -1823130.150871 + Penalty 3160.825226 = -1819969.325645
  nChanged 32
		SP:Iteration 41Q (89296.280000 sec): 3 clusters
  Score: Raw -1823149.026690 + Penalty 3160.825226 = -1819988.201465
  nChanged 30
		SP:Iteration 42Q (89296.540000 sec): 3 clusters
  Score: Raw -1823161.646708 + Penalty 3160.825226 = -1820000.821482
  nChanged 25
		SP:Iteration 43Q (89296.820000 sec): 3 clusters
  Score: Raw -1823171.160720 + Penalty 3160.825226 = -1820010.335494
  nChanged 19
		SP:Iteration 44Q (89297.080000 sec): 3 clusters
  Score: Raw -1823176.858947 + Penalty 3160.825226 = -1820016.033722
  nChanged 14
		SP:Iteration 45Q (89297.420000 sec): 3 clusters
  Score: Raw -1823180.488958 + Penalty 3160.825226 = -1820019.663732
  nChanged 11
		SP:Iteration 46Q (89297.660000 sec): 3 clusters
  Score: Raw -1823183.853725 + Penalty 3160.825226 = -1820023.028499
  nChanged 13
		SP:Iteration 47Q (89297.950000 sec): 3 clusters
  Score: Raw -1823189.235396 + Penalty 3160.825226 = -1820028.410170
  nChanged 15
		SP:Iteration 48Q (89298.220000 sec): 3 clusters
  Score: Raw -1823194.679770 + Penalty 3160.825226 = -1820033.854544
  nChanged 13
		SP:Iteration 49Q (89298.420000 sec): 3 clusters
  Score: Raw -1823198.668856 + Penalty 3160.825226 = -1820037.843630
  nChanged 13
		SP:Iteration 50Q (89298.640000 sec): 3 clusters
  Score: Raw -1823203.657499 + Penalty 3160.825226 = -1820042.832273
  nChanged 7
		SP:Iteration 51Q (89298.850000 sec): 3 clusters
  Score: Raw -1823205.723518 + Penalty 3160.825226 = -1820044.898292
  nChanged 5
		SP:Iteration 52Q (89299.080000 sec): 3 clusters
  Score: Raw -1823207.000343 + Penalty 3160.825226 = -1820046.175118
  nChanged 4
		SP:Iteration 53Q (89299.300000 sec): 3 clusters
  Score: Raw -1823208.320087 + Penalty 3160.825226 = -1820047.494861
  nChanged 3
		SP:Iteration 54Q (89299.560000 sec): 3 clusters
  Score: Raw -1823209.654248 + Penalty 3160.825226 = -1820048.829022
  nChanged 5
		SP:Iteration 55Q (89299.750000 sec): 3 clusters
  Score: Raw -1823211.355377 + Penalty 3160.825226 = -1820050.530151
  nChanged 4
		SP:Iteration 56Q (89300.050000 sec): 3 clusters
  Score: Raw -1823213.439384 + Penalty 3160.825226 = -1820052.614158
  nChanged 7
		SP:Iteration 57Q (89300.290000 sec): 3 clusters
  Score: Raw -1823215.483072 + Penalty 3160.825226 = -1820054.657846
  nChanged 4
		SP:Iteration 58Q (89300.570000 sec): 3 clusters
  Score: Raw -1823216.657137 + Penalty 3160.825226 = -1820055.831911
  nChanged 5
		SP:Iteration 59Q (89300.820000 sec): 3 clusters
  Score: Raw -1823218.350727 + Penalty 3160.825226 = -1820057.525501
  nChanged 7
		SP:Iteration 60F (89301.100000 sec): 3 clusters
  Score: Raw -1823220.196132 + Penalty 3160.825226 = -1820059.370906
  nChanged 2
		SP:Iteration 61Q (89301.360000 sec): 3 clusters
  Score: Raw -1823221.046928 + Penalty 3160.825226 = -1820060.221702
  nChanged 1
		SP:Iteration 62Q (89301.650000 sec): 3 clusters
  Score: Raw -1823221.550144 + Penalty 3160.825226 = -1820060.724918
  nChanged 1
		SP:Iteration 63Q (89301.900000 sec): 3 clusters
  Score: Raw -1823221.732104 + Penalty 3160.825226 = -1820060.906878
  nChanged 0
		SP:Iteration 64F (89302.180000 sec): 3 clusters
  Score: Raw -1823221.732104 + Penalty 3160.825226 = -1820060.906878
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89302.320000 sec): 2 clusters
  Score: Raw -501098.499437 + Penalty 1348.916604 = -499749.582833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89302.470000 sec): 3 clusters
  Score: Raw -499110.489270 + Penalty 2697.833207 = -496412.656063
  nChanged 1591
		SP:Iteration 1F (89302.620000 sec): 3 clusters
  Score: Raw -499946.207205 + Penalty 2697.833207 = -497248.373998
  nChanged 269
		SP:Iteration 2F (89302.820000 sec): 3 clusters
  Score: Raw -500094.493863 + Penalty 2697.833207 = -497396.660656
  nChanged 217
		SP:Iteration 3F (89303.000000 sec): 3 clusters
  Score: Raw -500213.842986 + Penalty 2697.833207 = -497516.009779
  nChanged 190
		SP:Iteration 4Q (89303.170000 sec): 3 clusters
  Score: Raw -500319.530957 + Penalty 2697.833207 = -497621.697749
  nChanged 180
		SP:Iteration 5Q (89303.360000 sec): 3 clusters
  Score: Raw -500430.797569 + Penalty 2697.833207 = -497732.964361
  nChanged 189
		SP:Iteration 6Q (89303.560000 sec): 3 clusters
  Score: Raw -500553.015969 + Penalty 2697.833207 = -497855.182761
  nChanged 172
		SP:Iteration 7Q (89303.780000 sec): 3 clusters
  Score: Raw -500666.407895 + Penalty 2697.833207 = -497968.574687
  nChanged 156
		SP:Iteration 8Q (89303.960000 sec): 3 clusters
  Score: Raw -500770.233761 + Penalty 2697.833207 = -498072.400554
  nChanged 130
		SP:Iteration 9Q (89304.240000 sec): 3 clusters
  Score: Raw -500859.575203 + Penalty 2697.833207 = -498161.741996
  nChanged 102
		SP:Iteration 10Q (89304.490000 sec): 3 clusters
  Score: Raw -500930.147209 + Penalty 2697.833207 = -498232.314001
  nChanged 91
		SP:Iteration 11Q (89304.680000 sec): 3 clusters
  Score: Raw -500995.561873 + Penalty 2697.833207 = -498297.728665
  nChanged 67
		SP:Iteration 12Q (89304.870000 sec): 3 clusters
  Score: Raw -501039.926213 + Penalty 2697.833207 = -498342.093006
  nChanged 46
		SP:Iteration 13Q (89305.050000 sec): 3 clusters
  Score: Raw -501070.005349 + Penalty 2697.833207 = -498372.172141
  nChanged 36
		SP:Iteration 14Q (89305.190000 sec): 3 clusters
  Score: Raw -501090.844393 + Penalty 2697.833207 = -498393.011185
  nChanged 25
		SP:Iteration 15Q (89305.440000 sec): 3 clusters
  Score: Raw -501109.790579 + Penalty 2697.833207 = -498411.957371
  nChanged 32
		SP:Iteration 16Q (89305.630000 sec): 3 clusters
  Score: Raw -501133.797285 + Penalty 2697.833207 = -498435.964077
  nChanged 27
		SP:Iteration 17Q (89305.820000 sec): 3 clusters
  Score: Raw -501153.129894 + Penalty 2697.833207 = -498455.296686
  nChanged 22
		SP:Iteration 18Q (89306.040000 sec): 3 clusters
  Score: Raw -501167.852978 + Penalty 2697.833207 = -498470.019770
  nChanged 17
		SP:Iteration 19Q (89306.170000 sec): 3 clusters
  Score: Raw -501178.204284 + Penalty 2697.833207 = -498480.371076
  nChanged 12
		SP:Iteration 20F (89306.360000 sec): 3 clusters
  Score: Raw -501185.839388 + Penalty 2697.833207 = -498488.006181
  nChanged 10
		SP:Iteration 21Q (89306.580000 sec): 3 clusters
  Score: Raw -501193.984143 + Penalty 2697.833207 = -498496.150935
  nChanged 23
		SP:Iteration 22Q (89306.760000 sec): 3 clusters
  Score: Raw -501215.000326 + Penalty 2697.833207 = -498517.167118
  nChanged 21
		SP:Iteration 23Q (89306.980000 sec): 3 clusters
  Score: Raw -501236.562923 + Penalty 2697.833207 = -498538.729716
  nChanged 18
		SP:Iteration 24Q (89307.180000 sec): 3 clusters
  Score: Raw -501251.721278 + Penalty 2697.833207 = -498553.888070
  nChanged 10
		SP:Iteration 25Q (89307.380000 sec): 3 clusters
  Score: Raw -501260.740679 + Penalty 2697.833207 = -498562.907471
  nChanged 11
		SP:Iteration 26Q (89307.550000 sec): 3 clusters
  Score: Raw -501269.106517 + Penalty 2697.833207 = -498571.273309
  nChanged 8
		SP:Iteration 27Q (89307.740000 sec): 3 clusters
  Score: Raw -501277.000641 + Penalty 2697.833207 = -498579.167433
  nChanged 11
		SP:Iteration 28Q (89307.920000 sec): 3 clusters
  Score: Raw -501287.502540 + Penalty 2697.833207 = -498589.669332
  nChanged 4
		SP:Iteration 29Q (89308.030000 sec): 3 clusters
  Score: Raw -501289.661540 + Penalty 2697.833207 = -498591.828333
  nChanged 2
		SP:Iteration 30Q (89308.260000 sec): 3 clusters
  Score: Raw -501290.808766 + Penalty 2697.833207 = -498592.975559
  nChanged 3
		SP:Iteration 31Q (89308.400000 sec): 3 clusters
  Score: Raw -501293.717165 + Penalty 2697.833207 = -498595.883958
  nChanged 2
		SP:Iteration 32Q (89308.580000 sec): 3 clusters
  Score: Raw -501295.037733 + Penalty 2697.833207 = -498597.204526
  nChanged 3
		SP:Iteration 33Q (89308.780000 sec): 3 clusters
  Score: Raw -501297.431460 + Penalty 2697.833207 = -498599.598252
  nChanged 3
		SP:Iteration 34Q (89308.940000 sec): 3 clusters
  Score: Raw -501299.930834 + Penalty 2697.833207 = -498602.097626
  nChanged 0
		SP:Iteration 35F (89309.110000 sec): 3 clusters
  Score: Raw -501299.930834 + Penalty 2697.833207 = -498602.097626
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (13871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89309.320000 sec): 2 clusters
  Score: Raw -1525943.786628 + Penalty 1549.852786 = -1524393.933842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89309.560000 sec): 3 clusters
  Score: Raw -1517920.869310 + Penalty 3099.705573 = -1514821.163737
  nChanged 6103
		SP:Iteration 1F (89309.850000 sec): 3 clusters
  Score: Raw -1521366.089566 + Penalty 3099.705573 = -1518266.383993
  nChanged 823
		SP:Iteration 2F (89310.090000 sec): 3 clusters
  Score: Raw -1521754.849047 + Penalty 3099.705573 = -1518655.143475
  nChanged 746
		SP:Iteration 3F (89310.350000 sec): 3 clusters
  Score: Raw -1522160.694871 + Penalty 3099.705573 = -1519060.989298
  nChanged 746
		SP:Iteration 4F (89310.640000 sec): 3 clusters
  Score: Raw -1522567.340828 + Penalty 3099.705573 = -1519467.635255
  nChanged 728
		SP:Iteration 5F (89310.940000 sec): 3 clusters
  Score: Raw -1522984.465323 + Penalty 3099.705573 = -1519884.759750
  nChanged 730
		SP:Iteration 6F (89311.230000 sec): 3 clusters
  Score: Raw -1523433.655336 + Penalty 3099.705573 = -1520333.949763
  nChanged 704
		SP:Iteration 7F (89311.470000 sec): 3 clusters
  Score: Raw -1523857.878483 + Penalty 3099.705573 = -1520758.172910
  nChanged 633
		SP:Iteration 8Q (89311.760000 sec): 3 clusters
  Score: Raw -1524197.927552 + Penalty 3099.705573 = -1521098.221979
  nChanged 493
		SP:Iteration 9Q (89311.990000 sec): 3 clusters
  Score: Raw -1524423.762981 + Penalty 3099.705573 = -1521324.057408
  nChanged 397
		SP:Iteration 10Q (89312.250000 sec): 3 clusters
  Score: Raw -1524563.459216 + Penalty 3099.705573 = -1521463.753643
  nChanged 285
		SP:Iteration 11Q (89312.530000 sec): 3 clusters
  Score: Raw -1524644.120683 + Penalty 3099.705573 = -1521544.415111
  nChanged 205
		SP:Iteration 12Q (89312.770000 sec): 3 clusters
  Score: Raw -1524696.928882 + Penalty 3099.705573 = -1521597.223309
  nChanged 189
		SP:Iteration 13Q (89313.050000 sec): 3 clusters
  Score: Raw -1524746.709481 + Penalty 3099.705573 = -1521647.003908
  nChanged 181
		SP:Iteration 14Q (89313.340000 sec): 3 clusters
  Score: Raw -1524793.636272 + Penalty 3099.705573 = -1521693.930700
  nChanged 156
		SP:Iteration 15Q (89313.690000 sec): 3 clusters
  Score: Raw -1524830.610682 + Penalty 3099.705573 = -1521730.905109
  nChanged 139
		SP:Iteration 16Q (89313.920000 sec): 3 clusters
  Score: Raw -1524865.212169 + Penalty 3099.705573 = -1521765.506596
  nChanged 139
		SP:Iteration 17Q (89314.180000 sec): 3 clusters
  Score: Raw -1524895.848803 + Penalty 3099.705573 = -1521796.143230
  nChanged 126
		SP:Iteration 18Q (89314.430000 sec): 3 clusters
  Score: Raw -1524922.311518 + Penalty 3099.705573 = -1521822.605945
  nChanged 126
		SP:Iteration 19Q (89314.700000 sec): 3 clusters
  Score: Raw -1524949.975020 + Penalty 3099.705573 = -1521850.269447
  nChanged 125
		SP:Iteration 20F (89314.940000 sec): 3 clusters
  Score: Raw -1524976.616504 + Penalty 3099.705573 = -1521876.910931
  nChanged 112
		SP:Iteration 21Q (89315.220000 sec): 3 clusters
  Score: Raw -1525001.021238 + Penalty 3099.705573 = -1521901.315665
  nChanged 96
		SP:Iteration 22Q (89315.420000 sec): 3 clusters
  Score: Raw -1525022.144168 + Penalty 3099.705573 = -1521922.438595
  nChanged 108
		SP:Iteration 23Q (89315.720000 sec): 3 clusters
  Score: Raw -1525041.121738 + Penalty 3099.705573 = -1521941.416165
  nChanged 93
		SP:Iteration 24Q (89315.990000 sec): 3 clusters
  Score: Raw -1525060.406346 + Penalty 3099.705573 = -1521960.700773
  nChanged 87
		SP:Iteration 25Q (89316.240000 sec): 3 clusters
  Score: Raw -1525077.680100 + Penalty 3099.705573 = -1521977.974527
  nChanged 86
		SP:Iteration 26Q (89316.550000 sec): 3 clusters
  Score: Raw -1525091.916729 + Penalty 3099.705573 = -1521992.211156
  nChanged 84
		SP:Iteration 27Q (89316.890000 sec): 3 clusters
  Score: Raw -1525107.953969 + Penalty 3099.705573 = -1522008.248396
  nChanged 86
		SP:Iteration 28Q (89317.120000 sec): 3 clusters
  Score: Raw -1525124.066541 + Penalty 3099.705573 = -1522024.360968
  nChanged 76
		SP:Iteration 29Q (89317.410000 sec): 3 clusters
  Score: Raw -1525136.748334 + Penalty 3099.705573 = -1522037.042761
  nChanged 71
		SP:Iteration 30Q (89317.700000 sec): 3 clusters
  Score: Raw -1525148.170683 + Penalty 3099.705573 = -1522048.465110
  nChanged 70
		SP:Iteration 31Q (89317.970000 sec): 3 clusters
  Score: Raw -1525161.069749 + Penalty 3099.705573 = -1522061.364176
  nChanged 74
		SP:Iteration 32Q (89318.170000 sec): 3 clusters
  Score: Raw -1525174.210626 + Penalty 3099.705573 = -1522074.505053
  nChanged 70
		SP:Iteration 33Q (89318.420000 sec): 3 clusters
  Score: Raw -1525186.954023 + Penalty 3099.705573 = -1522087.248450
  nChanged 69
		SP:Iteration 34Q (89318.670000 sec): 3 clusters
  Score: Raw -1525197.621505 + Penalty 3099.705573 = -1522097.915932
  nChanged 81
		SP:Iteration 35Q (89318.980000 sec): 3 clusters
  Score: Raw -1525213.099069 + Penalty 3099.705573 = -1522113.393497
  nChanged 71
		SP:Iteration 36Q (89319.190000 sec): 3 clusters
  Score: Raw -1525226.375221 + Penalty 3099.705573 = -1522126.669648
  nChanged 78
		SP:Iteration 37Q (89319.530000 sec): 3 clusters
  Score: Raw -1525239.919301 + Penalty 3099.705573 = -1522140.213728
  nChanged 72
		SP:Iteration 38Q (89319.790000 sec): 3 clusters
  Score: Raw -1525253.381354 + Penalty 3099.705573 = -1522153.675781
  nChanged 78
		SP:Iteration 39Q (89320.130000 sec): 3 clusters
  Score: Raw -1525268.434918 + Penalty 3099.705573 = -1522168.729345
  nChanged 78
		SP:Iteration 40F (89320.420000 sec): 3 clusters
  Score: Raw -1525285.717339 + Penalty 3099.705573 = -1522186.011766
  nChanged 84
		SP:Iteration 41Q (89320.660000 sec): 3 clusters
  Score: Raw -1525307.815496 + Penalty 3099.705573 = -1522208.109923
  nChanged 98
		SP:Iteration 42Q (89320.980000 sec): 3 clusters
  Score: Raw -1525331.966250 + Penalty 3099.705573 = -1522232.260677
  nChanged 111
		SP:Iteration 43Q (89321.250000 sec): 3 clusters
  Score: Raw -1525361.455117 + Penalty 3099.705573 = -1522261.749544
  nChanged 101
		SP:Iteration 44Q (89321.510000 sec): 3 clusters
  Score: Raw -1525382.939809 + Penalty 3099.705573 = -1522283.234237
  nChanged 92
		SP:Iteration 45Q (89321.820000 sec): 3 clusters
  Score: Raw -1525402.324545 + Penalty 3099.705573 = -1522302.618972
  nChanged 91
		SP:Iteration 46Q (89322.080000 sec): 3 clusters
  Score: Raw -1525422.497025 + Penalty 3099.705573 = -1522322.791452
  nChanged 91
		SP:Iteration 47Q (89322.360000 sec): 3 clusters
  Score: Raw -1525443.390964 + Penalty 3099.705573 = -1522343.685391
  nChanged 79
		SP:Iteration 48Q (89322.650000 sec): 3 clusters
  Score: Raw -1525461.816849 + Penalty 3099.705573 = -1522362.111276
  nChanged 71
		SP:Iteration 49Q (89322.880000 sec): 3 clusters
  Score: Raw -1525476.738250 + Penalty 3099.705573 = -1522377.032677
  nChanged 62
		SP:Iteration 50Q (89323.190000 sec): 3 clusters
  Score: Raw -1525489.880313 + Penalty 3099.705573 = -1522390.174740
  nChanged 61
		SP:Iteration 51Q (89323.440000 sec): 3 clusters
  Score: Raw -1525502.522829 + Penalty 3099.705573 = -1522402.817256
  nChanged 69
		SP:Iteration 52Q (89323.730000 sec): 3 clusters
  Score: Raw -1525517.165276 + Penalty 3099.705573 = -1522417.459703
  nChanged 65
		SP:Iteration 53Q (89324.010000 sec): 3 clusters
  Score: Raw -1525530.149728 + Penalty 3099.705573 = -1522430.444155
  nChanged 72
		SP:Iteration 54Q (89324.240000 sec): 3 clusters
  Score: Raw -1525541.922532 + Penalty 3099.705573 = -1522442.216959
  nChanged 46
		SP:Iteration 55Q (89324.530000 sec): 3 clusters
  Score: Raw -1525549.879972 + Penalty 3099.705573 = -1522450.174400
  nChanged 55
		SP:Iteration 56Q (89324.850000 sec): 3 clusters
  Score: Raw -1525560.151586 + Penalty 3099.705573 = -1522460.446014
  nChanged 60
		SP:Iteration 57Q (89325.120000 sec): 3 clusters
  Score: Raw -1525570.302353 + Penalty 3099.705573 = -1522470.596780
  nChanged 45
		SP:Iteration 58Q (89325.460000 sec): 3 clusters
  Score: Raw -1525578.270321 + Penalty 3099.705573 = -1522478.564748
  nChanged 50
		SP:Iteration 59Q (89325.730000 sec): 3 clusters
  Score: Raw -1525586.139323 + Penalty 3099.705573 = -1522486.433750
  nChanged 54
		SP:Iteration 60F (89325.990000 sec): 3 clusters
  Score: Raw -1525594.304318 + Penalty 3099.705573 = -1522494.598745
  nChanged 52
		SP:Iteration 61Q (89326.320000 sec): 3 clusters
  Score: Raw -1525600.082459 + Penalty 3099.705573 = -1522500.376886
  nChanged 30
		SP:Iteration 62Q (89326.600000 sec): 3 clusters
  Score: Raw -1525603.348349 + Penalty 3099.705573 = -1522503.642776
  nChanged 27
		SP:Iteration 63Q (89326.900000 sec): 3 clusters
  Score: Raw -1525606.357811 + Penalty 3099.705573 = -1522506.652238
  nChanged 23
		SP:Iteration 64Q (89327.130000 sec): 3 clusters
  Score: Raw -1525608.671938 + Penalty 3099.705573 = -1522508.966365
  nChanged 19
		SP:Iteration 65Q (89327.470000 sec): 3 clusters
  Score: Raw -1525611.166027 + Penalty 3099.705573 = -1522511.460454
  nChanged 18
		SP:Iteration 66Q (89327.710000 sec): 3 clusters
  Score: Raw -1525613.019192 + Penalty 3099.705573 = -1522513.313619
  nChanged 12
		SP:Iteration 67Q (89327.970000 sec): 3 clusters
  Score: Raw -1525614.325309 + Penalty 3099.705573 = -1522514.619736
  nChanged 13
		SP:Iteration 68Q (89328.250000 sec): 3 clusters
  Score: Raw -1525615.528391 + Penalty 3099.705573 = -1522515.822819
  nChanged 13
		SP:Iteration 69Q (89328.510000 sec): 3 clusters
  Score: Raw -1525616.645276 + Penalty 3099.705573 = -1522516.939704
  nChanged 10
		SP:Iteration 70Q (89328.760000 sec): 3 clusters
  Score: Raw -1525617.334460 + Penalty 3099.705573 = -1522517.628887
  nChanged 7
		SP:Iteration 71Q (89329.000000 sec): 3 clusters
  Score: Raw -1525618.174203 + Penalty 3099.705573 = -1522518.468630
  nChanged 6
		SP:Iteration 72Q (89329.300000 sec): 3 clusters
  Score: Raw -1525618.826203 + Penalty 3099.705573 = -1522519.120630
  nChanged 6
		SP:Iteration 73Q (89329.520000 sec): 3 clusters
  Score: Raw -1525619.371053 + Penalty 3099.705573 = -1522519.665480
  nChanged 2
		SP:Iteration 74Q (89329.790000 sec): 3 clusters
  Score: Raw -1525619.478553 + Penalty 3099.705573 = -1522519.772980
  nChanged 1
		SP:Iteration 75Q (89330.060000 sec): 3 clusters
  Score: Raw -1525619.498738 + Penalty 3099.705573 = -1522519.793165
  nChanged 0
		SP:Iteration 76F (89330.320000 sec): 3 clusters
  Score: Raw -1525619.498738 + Penalty 3099.705573 = -1522519.793165
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89330.430000 sec): 2 clusters
  Score: Raw -99956.984144 + Penalty 1128.570798 = -98828.413346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89330.700000 sec): 3 clusters
  Score: Raw -99638.411672 + Penalty 2257.141596 = -97381.270076
  nChanged 347
		SP:Iteration 1F (89330.810000 sec): 3 clusters
  Score: Raw -100001.992361 + Penalty 2257.141596 = -97744.850765
  nChanged 97
		SP:Iteration 2F (89331.010000 sec): 3 clusters
  Score: Raw -100132.507124 + Penalty 2257.141596 = -97875.365528
  nChanged 56
		SP:Iteration 3F (89331.240000 sec): 3 clusters
  Score: Raw -100246.259124 + Penalty 2257.141596 = -97989.117528
  nChanged 60
		SP:Iteration 4F (89331.440000 sec): 3 clusters
  Score: Raw -100375.311001 + Penalty 2257.141596 = -98118.169405
  nChanged 64
		SP:Iteration 5F (89331.560000 sec): 3 clusters
  Score: Raw -100526.269425 + Penalty 2257.141596 = -98269.127830
  nChanged 52
		SP:Iteration 6F (89331.750000 sec): 3 clusters
  Score: Raw -100616.728455 + Penalty 2257.141596 = -98359.586859
  nChanged 49
		SP:Iteration 7Q (89331.940000 sec): 3 clusters
  Score: Raw -100730.428141 + Penalty 2257.141596 = -98473.286546
  nChanged 49
		SP:Iteration 8Q (89332.170000 sec): 3 clusters
  Score: Raw -100819.513795 + Penalty 2257.141596 = -98562.372199
  nChanged 29
		SP:Iteration 9Q (89332.320000 sec): 3 clusters
  Score: Raw -100861.173733 + Penalty 2257.141596 = -98604.032137
  nChanged 10
		SP:Iteration 10Q (89332.550000 sec): 3 clusters
  Score: Raw -100871.010602 + Penalty 2257.141596 = -98613.869007
  nChanged 6
		SP:Iteration 11Q (89332.730000 sec): 3 clusters
  Score: Raw -100875.904005 + Penalty 2257.141596 = -98618.762409
  nChanged 5
		SP:Iteration 12Q (89332.910000 sec): 3 clusters
  Score: Raw -100878.873571 + Penalty 2257.141596 = -98621.731975
  nChanged 4
		SP:Iteration 13Q (89333.100000 sec): 3 clusters
  Score: Raw -100880.438488 + Penalty 2257.141596 = -98623.296892
  nChanged 0
		SP:Iteration 14F (89333.270000 sec): 3 clusters
  Score: Raw -100880.438488 + Penalty 2257.141596 = -98623.296892
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89333.610000 sec): 2 clusters
  Score: Raw -3156351.487540 + Penalty 1676.837824 = -3154674.649716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89334.000000 sec): 3 clusters
  Score: Raw -3137646.044046 + Penalty 3353.675649 = -3134292.368397
  nChanged 13973
		SP:Iteration 1F (89334.370000 sec): 3 clusters
  Score: Raw -3145843.814460 + Penalty 3353.675649 = -3142490.138811
  nChanged 1854
		SP:Iteration 2F (89334.690000 sec): 3 clusters
  Score: Raw -3146725.239062 + Penalty 3353.675649 = -3143371.563414
  nChanged 1803
		SP:Iteration 3F (89335.090000 sec): 3 clusters
  Score: Raw -3147624.523586 + Penalty 3353.675649 = -3144270.847937
  nChanged 1696
		SP:Iteration 4F (89335.390000 sec): 3 clusters
  Score: Raw -3148484.680923 + Penalty 3353.675649 = -3145131.005274
  nChanged 1652
		SP:Iteration 5F (89335.760000 sec): 3 clusters
  Score: Raw -3149370.199879 + Penalty 3353.675649 = -3146016.524230
  nChanged 1583
		SP:Iteration 6F (89336.100000 sec): 3 clusters
  Score: Raw -3150219.702394 + Penalty 3353.675649 = -3146866.026745
  nChanged 1514
		SP:Iteration 7Q (89336.480000 sec): 3 clusters
  Score: Raw -3151059.382395 + Penalty 3353.675649 = -3147705.706746
  nChanged 1377
		SP:Iteration 8Q (89336.850000 sec): 3 clusters
  Score: Raw -3151801.647617 + Penalty 3353.675649 = -3148447.971968
  nChanged 1184
		SP:Iteration 9Q (89337.180000 sec): 3 clusters
  Score: Raw -3152365.974241 + Penalty 3353.675649 = -3149012.298592
  nChanged 934
		SP:Iteration 10Q (89337.580000 sec): 3 clusters
  Score: Raw -3152727.539205 + Penalty 3353.675649 = -3149373.863556
  nChanged 734
		SP:Iteration 11Q (89337.940000 sec): 3 clusters
  Score: Raw -3152975.141104 + Penalty 3353.675649 = -3149621.465455
  nChanged 572
		SP:Iteration 12Q (89338.360000 sec): 3 clusters
  Score: Raw -3153135.907439 + Penalty 3353.675649 = -3149782.231790
  nChanged 436
		SP:Iteration 13Q (89338.820000 sec): 3 clusters
  Score: Raw -3153242.441443 + Penalty 3353.675649 = -3149888.765794
  nChanged 377
		SP:Iteration 14Q (89339.170000 sec): 3 clusters
  Score: Raw -3153330.367097 + Penalty 3353.675649 = -3149976.691448
  nChanged 359
		SP:Iteration 15Q (89339.510000 sec): 3 clusters
  Score: Raw -3153417.136380 + Penalty 3353.675649 = -3150063.460732
  nChanged 359
		SP:Iteration 16Q (89339.870000 sec): 3 clusters
  Score: Raw -3153507.585105 + Penalty 3353.675649 = -3150153.909456
  nChanged 341
		SP:Iteration 17Q (89340.260000 sec): 3 clusters
  Score: Raw -3153593.616849 + Penalty 3353.675649 = -3150239.941200
  nChanged 348
		SP:Iteration 18Q (89340.610000 sec): 3 clusters
  Score: Raw -3153685.463498 + Penalty 3353.675649 = -3150331.787849
  nChanged 351
		SP:Iteration 19Q (89340.980000 sec): 3 clusters
  Score: Raw -3153772.418298 + Penalty 3353.675649 = -3150418.742649
  nChanged 349
		SP:Iteration 20F (89341.390000 sec): 3 clusters
  Score: Raw -3153865.884611 + Penalty 3353.675649 = -3150512.208962
  nChanged 361
		SP:Iteration 21Q (89341.790000 sec): 3 clusters
  Score: Raw -3153962.145933 + Penalty 3353.675649 = -3150608.470284
  nChanged 365
		SP:Iteration 22Q (89342.130000 sec): 3 clusters
  Score: Raw -3154067.546501 + Penalty 3353.675649 = -3150713.870852
  nChanged 367
		SP:Iteration 23Q (89342.460000 sec): 3 clusters
  Score: Raw -3154174.375727 + Penalty 3353.675649 = -3150820.700078
  nChanged 367
		SP:Iteration 24Q (89342.830000 sec): 3 clusters
  Score: Raw -3154290.231618 + Penalty 3353.675649 = -3150936.555969
  nChanged 393
		SP:Iteration 25Q (89343.180000 sec): 3 clusters
  Score: Raw -3154412.890385 + Penalty 3353.675649 = -3151059.214736
  nChanged 395
		SP:Iteration 26Q (89343.590000 sec): 3 clusters
  Score: Raw -3154538.147280 + Penalty 3353.675649 = -3151184.471631
  nChanged 395
		SP:Iteration 27Q (89343.980000 sec): 3 clusters
  Score: Raw -3154672.259360 + Penalty 3353.675649 = -3151318.583711
  nChanged 413
		SP:Iteration 28Q (89344.360000 sec): 3 clusters
  Score: Raw -3154820.037886 + Penalty 3353.675649 = -3151466.362237
  nChanged 415
		SP:Iteration 29Q (89344.730000 sec): 3 clusters
  Score: Raw -3154975.421264 + Penalty 3353.675649 = -3151621.745615
  nChanged 383
		SP:Iteration 30Q (89345.060000 sec): 3 clusters
  Score: Raw -3155108.662489 + Penalty 3353.675649 = -3151754.986840
  nChanged 360
		SP:Iteration 31Q (89345.430000 sec): 3 clusters
  Score: Raw -3155243.113216 + Penalty 3353.675649 = -3151889.437567
  nChanged 366
		SP:Iteration 32Q (89345.740000 sec): 3 clusters
  Score: Raw -3155391.454497 + Penalty 3353.675649 = -3152037.778848
  nChanged 357
		SP:Iteration 33Q (89346.090000 sec): 3 clusters
  Score: Raw -3155533.211880 + Penalty 3353.675649 = -3152179.536231
  nChanged 333
		SP:Iteration 34Q (89346.480000 sec): 3 clusters
  Score: Raw -3155674.427863 + Penalty 3353.675649 = -3152320.752214
  nChanged 317
		SP:Iteration 35Q (89346.840000 sec): 3 clusters
  Score: Raw -3155801.606177 + Penalty 3353.675649 = -3152447.930528
  nChanged 298
		SP:Iteration 36Q (89347.160000 sec): 3 clusters
  Score: Raw -3155919.549417 + Penalty 3353.675649 = -3152565.873769
  nChanged 276
		SP:Iteration 37Q (89347.440000 sec): 3 clusters
  Score: Raw -3156033.515985 + Penalty 3353.675649 = -3152679.840336
  nChanged 236
		SP:Iteration 38Q (89347.710000 sec): 3 clusters
  Score: Raw -3156120.446969 + Penalty 3353.675649 = -3152766.771320
  nChanged 196
		SP:Iteration 39Q (89348.040000 sec): 3 clusters
  Score: Raw -3156187.880805 + Penalty 3353.675649 = -3152834.205157
  nChanged 157
		SP:Iteration 40F (89348.340000 sec): 3 clusters
  Score: Raw -3156240.259315 + Penalty 3353.675649 = -3152886.583666
  nChanged 140
		SP:Iteration 41Q (89348.610000 sec): 3 clusters
  Score: Raw -3156288.576775 + Penalty 3353.675649 = -3152934.901126
  nChanged 144
		SP:Iteration 42Q (89348.910000 sec): 3 clusters
  Score: Raw -3156341.070617 + Penalty 3353.675649 = -3152987.394968
  nChanged 133
		SP:Iteration 43Q (89349.200000 sec): 3 clusters
  Score: Raw -3156387.684482 + Penalty 3353.675649 = -3153034.008833
  nChanged 109
		SP:Iteration 44Q (89349.540000 sec): 3 clusters
  Score: Raw -3156426.528592 + Penalty 3353.675649 = -3153072.852943
  nChanged 96
		SP:Iteration 45Q (89349.880000 sec): 3 clusters
  Score: Raw -3156465.223203 + Penalty 3353.675649 = -3153111.547554
  nChanged 87
		SP:Iteration 46Q (89350.160000 sec): 3 clusters
  Score: Raw -3156503.836060 + Penalty 3353.675649 = -3153150.160411
  nChanged 99
		SP:Iteration 47Q (89350.460000 sec): 3 clusters
  Score: Raw -3156543.346133 + Penalty 3353.675649 = -3153189.670484
  nChanged 81
		SP:Iteration 48Q (89350.820000 sec): 3 clusters
  Score: Raw -3156573.965290 + Penalty 3353.675649 = -3153220.289641
  nChanged 67
		SP:Iteration 49Q (89351.180000 sec): 3 clusters
  Score: Raw -3156597.084399 + Penalty 3353.675649 = -3153243.408750
  nChanged 52
		SP:Iteration 50Q (89351.430000 sec): 3 clusters
  Score: Raw -3156616.551510 + Penalty 3353.675649 = -3153262.875861
  nChanged 33
		SP:Iteration 51Q (89351.780000 sec): 3 clusters
  Score: Raw -3156631.151221 + Penalty 3353.675649 = -3153277.475572
  nChanged 30
		SP:Iteration 52Q (89352.130000 sec): 3 clusters
  Score: Raw -3156641.751707 + Penalty 3353.675649 = -3153288.076058
  nChanged 29
		SP:Iteration 53Q (89352.440000 sec): 3 clusters
  Score: Raw -3156653.067174 + Penalty 3353.675649 = -3153299.391526
  nChanged 27
		SP:Iteration 54Q (89352.800000 sec): 3 clusters
  Score: Raw -3156664.819346 + Penalty 3353.675649 = -3153311.143697
  nChanged 33
		SP:Iteration 55Q (89353.090000 sec): 3 clusters
  Score: Raw -3156677.295086 + Penalty 3353.675649 = -3153323.619437
  nChanged 25
		SP:Iteration 56Q (89353.400000 sec): 3 clusters
  Score: Raw -3156688.853542 + Penalty 3353.675649 = -3153335.177893
  nChanged 22
		SP:Iteration 57Q (89353.670000 sec): 3 clusters
  Score: Raw -3156696.708123 + Penalty 3353.675649 = -3153343.032475
  nChanged 23
		SP:Iteration 58Q (89353.940000 sec): 3 clusters
  Score: Raw -3156704.065971 + Penalty 3353.675649 = -3153350.390322
  nChanged 13
		SP:Iteration 59Q (89354.280000 sec): 3 clusters
  Score: Raw -3156706.963043 + Penalty 3353.675649 = -3153353.287394
  nChanged 11
		SP:Iteration 60F (89354.600000 sec): 3 clusters
  Score: Raw -3156711.964521 + Penalty 3353.675649 = -3153358.288872
  nChanged 16
		SP:Iteration 61Q (89354.930000 sec): 3 clusters
  Score: Raw -3156717.390925 + Penalty 3353.675649 = -3153363.715276
  nChanged 13
		SP:Iteration 62Q (89355.220000 sec): 3 clusters
  Score: Raw -3156722.699728 + Penalty 3353.675649 = -3153369.024079
  nChanged 10
		SP:Iteration 63Q (89355.550000 sec): 3 clusters
  Score: Raw -3156725.608124 + Penalty 3353.675649 = -3153371.932475
  nChanged 8
		SP:Iteration 64Q (89355.870000 sec): 3 clusters
  Score: Raw -3156728.848200 + Penalty 3353.675649 = -3153375.172552
  nChanged 11
		SP:Iteration 65Q (89356.160000 sec): 3 clusters
  Score: Raw -3156732.203170 + Penalty 3353.675649 = -3153378.527521
  nChanged 11
		SP:Iteration 66Q (89356.510000 sec): 3 clusters
  Score: Raw -3156735.541706 + Penalty 3353.675649 = -3153381.866058
  nChanged 9
		SP:Iteration 67Q (89356.820000 sec): 3 clusters
  Score: Raw -3156737.749746 + Penalty 3353.675649 = -3153384.074097
  nChanged 8
		SP:Iteration 68Q (89357.070000 sec): 3 clusters
  Score: Raw -3156740.767398 + Penalty 3353.675649 = -3153387.091749
  nChanged 9
		SP:Iteration 69Q (89357.350000 sec): 3 clusters
  Score: Raw -3156743.875061 + Penalty 3353.675649 = -3153390.199412
  nChanged 5
		SP:Iteration 70Q (89357.620000 sec): 3 clusters
  Score: Raw -3156746.024717 + Penalty 3353.675649 = -3153392.349068
  nChanged 4
		SP:Iteration 71Q (89357.940000 sec): 3 clusters
  Score: Raw -3156746.826785 + Penalty 3353.675649 = -3153393.151136
  nChanged 0
		SP:Iteration 72F (89358.300000 sec): 3 clusters
  Score: Raw -3156746.826785 + Penalty 3353.675649 = -3153393.151136
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89358.350000 sec): 2 clusters
  Score: Raw -48029.700844 + Penalty 982.697979 = -47047.002865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89358.500000 sec): 3 clusters
  Score: Raw -47979.417478 + Penalty 1965.395958 = -46014.021520
  nChanged 99
		SP:Iteration 1F (89358.710000 sec): 3 clusters
  Score: Raw -48139.507713 + Penalty 1965.395958 = -46174.111754
  nChanged 23
		SP:Iteration 2F (89358.840000 sec): 3 clusters
  Score: Raw -48242.602914 + Penalty 1965.395958 = -46277.206956
  nChanged 15
		SP:Iteration 3Q (89359.000000 sec): 3 clusters
  Score: Raw -48288.608542 + Penalty 1965.395958 = -46323.212584
  nChanged 14
		SP:Iteration 4Q (89359.140000 sec): 3 clusters
  Score: Raw -48314.870051 + Penalty 1965.395958 = -46349.474093
  nChanged 6
		SP:Iteration 5Q (89359.280000 sec): 3 clusters
  Score: Raw -48323.998257 + Penalty 1965.395958 = -46358.602298
  nChanged 2
		SP:Iteration 6Q (89359.410000 sec): 3 clusters
  Score: Raw -48325.421638 + Penalty 1965.395958 = -46360.025680
  nChanged 3
		SP:Iteration 7Q (89359.580000 sec): 3 clusters
  Score: Raw -48328.916931 + Penalty 1965.395958 = -46363.520973
  nChanged 3
		SP:Iteration 8Q (89359.790000 sec): 3 clusters
  Score: Raw -48333.315400 + Penalty 1965.395958 = -46367.919441
  nChanged 2
		SP:Iteration 9Q (89359.880000 sec): 3 clusters
  Score: Raw -48337.054860 + Penalty 1965.395958 = -46371.658902
  nChanged 3
		SP:Iteration 10Q (89360.060000 sec): 3 clusters
  Score: Raw -48344.079250 + Penalty 1965.395958 = -46378.683292
  nChanged 2
		SP:Iteration 11Q (89360.190000 sec): 3 clusters
  Score: Raw -48346.790912 + Penalty 1965.395958 = -46381.394953
  nChanged 0
		SP:Iteration 12F (89360.320000 sec): 3 clusters
  Score: Raw -48346.790912 + Penalty 1965.395958 = -46381.394953
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (49782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89360.690000 sec): 2 clusters
  Score: Raw -5571586.941175 + Penalty 1757.503922 = -5569829.437253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89361.170000 sec): 3 clusters
  Score: Raw -5539979.101473 + Penalty 3515.007844 = -5536464.093629
  nChanged 23246
		SP:Iteration 1F (89361.600000 sec): 3 clusters
  Score: Raw -5553373.002236 + Penalty 3515.007844 = -5549857.994392
  nChanged 2406
		SP:Iteration 2Q (89362.130000 sec): 3 clusters
  Score: Raw -5554307.165396 + Penalty 3515.007844 = -5550792.157551
  nChanged 2484
		SP:Iteration 3Q (89362.620000 sec): 3 clusters
  Score: Raw -5555454.638486 + Penalty 3515.007844 = -5551939.630642
  nChanged 2594
		SP:Iteration 4F (89363.040000 sec): 3 clusters
  Score: Raw -5556866.949325 + Penalty 3515.007844 = -5553351.941480
  nChanged 2836
		SP:Iteration 5F (89363.540000 sec): 3 clusters
  Score: Raw -5558669.365216 + Penalty 3515.007844 = -5555154.357372
  nChanged 2970
		SP:Iteration 6F (89363.940000 sec): 3 clusters
  Score: Raw -5560714.329202 + Penalty 3515.007844 = -5557199.321357
  nChanged 2907
		SP:Iteration 7F (89364.400000 sec): 3 clusters
  Score: Raw -5562798.509241 + Penalty 3515.007844 = -5559283.501397
  nChanged 2589
		SP:Iteration 8F (89364.890000 sec): 3 clusters
  Score: Raw -5564612.551662 + Penalty 3515.007844 = -5561097.543818
  nChanged 2106
		SP:Iteration 9Q (89365.390000 sec): 3 clusters
  Score: Raw -5565971.953551 + Penalty 3515.007844 = -5562456.945707
  nChanged 1694
		SP:Iteration 10Q (89365.840000 sec): 3 clusters
  Score: Raw -5567003.820315 + Penalty 3515.007844 = -5563488.812471
  nChanged 1356
		SP:Iteration 11Q (89366.330000 sec): 3 clusters
  Score: Raw -5567781.451493 + Penalty 3515.007844 = -5564266.443648
  nChanged 1151
		SP:Iteration 12Q (89366.740000 sec): 3 clusters
  Score: Raw -5568488.402056 + Penalty 3515.007844 = -5564973.394212
  nChanged 1067
		SP:Iteration 13Q (89367.180000 sec): 3 clusters
  Score: Raw -5569169.025951 + Penalty 3515.007844 = -5565654.018107
  nChanged 988
		SP:Iteration 14Q (89367.710000 sec): 3 clusters
  Score: Raw -5569816.150071 + Penalty 3515.007844 = -5566301.142227
  nChanged 853
		SP:Iteration 15Q (89368.140000 sec): 3 clusters
  Score: Raw -5570395.941495 + Penalty 3515.007844 = -5566880.933651
  nChanged 685
		SP:Iteration 16Q (89368.610000 sec): 3 clusters
  Score: Raw -5570849.567536 + Penalty 3515.007844 = -5567334.559692
  nChanged 475
		SP:Iteration 17Q (89369.060000 sec): 3 clusters
  Score: Raw -5571140.470419 + Penalty 3515.007844 = -5567625.462575
  nChanged 349
		SP:Iteration 18Q (89369.450000 sec): 3 clusters
  Score: Raw -5571345.236170 + Penalty 3515.007844 = -5567830.228325
  nChanged 289
		SP:Iteration 19Q (89369.890000 sec): 3 clusters
  Score: Raw -5571520.540775 + Penalty 3515.007844 = -5568005.532931
  nChanged 217
		SP:Iteration 20F (89370.290000 sec): 3 clusters
  Score: Raw -5571653.980924 + Penalty 3515.007844 = -5568138.973080
  nChanged 177
		SP:Iteration 21Q (89370.650000 sec): 3 clusters
  Score: Raw -5571755.149984 + Penalty 3515.007844 = -5568240.142139
  nChanged 104
		SP:Iteration 22Q (89371.050000 sec): 3 clusters
  Score: Raw -5571804.513195 + Penalty 3515.007844 = -5568289.505351
  nChanged 63
		SP:Iteration 23Q (89371.560000 sec): 3 clusters
  Score: Raw -5571837.644312 + Penalty 3515.007844 = -5568322.636468
  nChanged 50
		SP:Iteration 24Q (89371.940000 sec): 3 clusters
  Score: Raw -5571859.751492 + Penalty 3515.007844 = -5568344.743647
  nChanged 41
		SP:Iteration 25Q (89372.430000 sec): 3 clusters
  Score: Raw -5571881.084007 + Penalty 3515.007844 = -5568366.076163
  nChanged 36
		SP:Iteration 26Q (89372.840000 sec): 3 clusters
  Score: Raw -5571897.978929 + Penalty 3515.007844 = -5568382.971085
  nChanged 27
		SP:Iteration 27Q (89373.260000 sec): 3 clusters
  Score: Raw -5571908.961384 + Penalty 3515.007844 = -5568393.953539
  nChanged 21
		SP:Iteration 28Q (89373.720000 sec): 3 clusters
  Score: Raw -5571918.624174 + Penalty 3515.007844 = -5568403.616330
  nChanged 19
		SP:Iteration 29Q (89374.190000 sec): 3 clusters
  Score: Raw -5571929.376191 + Penalty 3515.007844 = -5568414.368346
  nChanged 16
		SP:Iteration 30Q (89374.590000 sec): 3 clusters
  Score: Raw -5571938.853747 + Penalty 3515.007844 = -5568423.845903
  nChanged 18
		SP:Iteration 31Q (89375.000000 sec): 3 clusters
  Score: Raw -5571947.110645 + Penalty 3515.007844 = -5568432.102800
  nChanged 15
		SP:Iteration 32Q (89375.430000 sec): 3 clusters
  Score: Raw -5571955.826639 + Penalty 3515.007844 = -5568440.818795
  nChanged 20
		SP:Iteration 33Q (89375.850000 sec): 3 clusters
  Score: Raw -5571964.488623 + Penalty 3515.007844 = -5568449.480779
  nChanged 16
		SP:Iteration 34Q (89376.330000 sec): 3 clusters
  Score: Raw -5571971.556633 + Penalty 3515.007844 = -5568456.548788
  nChanged 9
		SP:Iteration 35Q (89376.800000 sec): 3 clusters
  Score: Raw -5571974.952882 + Penalty 3515.007844 = -5568459.945037
  nChanged 6
		SP:Iteration 36Q (89377.210000 sec): 3 clusters
  Score: Raw -5571977.581750 + Penalty 3515.007844 = -5568462.573905
  nChanged 7
		SP:Iteration 37Q (89377.620000 sec): 3 clusters
  Score: Raw -5571980.439285 + Penalty 3515.007844 = -5568465.431441
  nChanged 4
		SP:Iteration 38Q (89378.030000 sec): 3 clusters
  Score: Raw -5571982.291711 + Penalty 3515.007844 = -5568467.283866
  nChanged 3
		SP:Iteration 39Q (89378.480000 sec): 3 clusters
  Score: Raw -5571983.364555 + Penalty 3515.007844 = -5568468.356711
  nChanged 3
		SP:Iteration 40F (89378.900000 sec): 3 clusters
  Score: Raw -5571984.638100 + Penalty 3515.007844 = -5568469.630256
  nChanged 5
		SP:Iteration 41Q (89379.400000 sec): 3 clusters
  Score: Raw -5571986.868780 + Penalty 3515.007844 = -5568471.860935
  nChanged 3
		SP:Iteration 42Q (89379.760000 sec): 3 clusters
  Score: Raw -5571988.028464 + Penalty 3515.007844 = -5568473.020620
  nChanged 4
		SP:Iteration 43Q (89380.220000 sec): 3 clusters
  Score: Raw -5571989.481393 + Penalty 3515.007844 = -5568474.473549
  nChanged 4
		SP:Iteration 44Q (89380.660000 sec): 3 clusters
  Score: Raw -5571991.704516 + Penalty 3515.007844 = -5568476.696672
  nChanged 1
		SP:Iteration 45Q (89381.080000 sec): 3 clusters
  Score: Raw -5571992.036394 + Penalty 3515.007844 = -5568477.028549
  nChanged 1
		SP:Iteration 46Q (89381.480000 sec): 3 clusters
  Score: Raw -5571992.630678 + Penalty 3515.007844 = -5568477.622833
  nChanged 3
		SP:Iteration 47Q (89381.880000 sec): 3 clusters
  Score: Raw -5571994.404691 + Penalty 3515.007844 = -5568479.396847
  nChanged 8
		SP:Iteration 48Q (89382.280000 sec): 3 clusters
  Score: Raw -5571999.007323 + Penalty 3515.007844 = -5568483.999479
  nChanged 3
		SP:Iteration 49Q (89382.660000 sec): 3 clusters
  Score: Raw -5572000.246656 + Penalty 3515.007844 = -5568485.238812
  nChanged 4
		SP:Iteration 50Q (89383.120000 sec): 3 clusters
  Score: Raw -5572001.727036 + Penalty 3515.007844 = -5568486.719191
  nChanged 4
		SP:Iteration 51Q (89383.510000 sec): 3 clusters
  Score: Raw -5572002.710449 + Penalty 3515.007844 = -5568487.702605
  nChanged 3
		SP:Iteration 52Q (89383.910000 sec): 3 clusters
  Score: Raw -5572003.509895 + Penalty 3515.007844 = -5568488.502051
  nChanged 1
		SP:Iteration 53Q (89384.260000 sec): 3 clusters
  Score: Raw -5572003.665012 + Penalty 3515.007844 = -5568488.657168
  nChanged 0
		SP:Iteration 54F (89384.650000 sec): 3 clusters
  Score: Raw -5572003.665012 + Penalty 3515.007844 = -5568488.657168
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89385.120000 sec): 2 clusters
  Score: Raw -10800208.586481 + Penalty 1856.697448 = -10798351.889033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89385.750000 sec): 3 clusters
  Score: Raw -10740536.363468 + Penalty 3713.394896 = -10736822.968573
  nChanged 43907
		SP:Iteration 1F (89386.490000 sec): 3 clusters
  Score: Raw -10766220.247071 + Penalty 3713.394896 = -10762506.852175
  nChanged 3229
		SP:Iteration 2Q (89387.260000 sec): 3 clusters
  Score: Raw -10767082.516204 + Penalty 3713.394896 = -10763369.121308
  nChanged 3328
		SP:Iteration 3Q (89387.950000 sec): 3 clusters
  Score: Raw -10768088.686531 + Penalty 3713.394896 = -10764375.291635
  nChanged 3435
		SP:Iteration 4Q (89388.640000 sec): 3 clusters
  Score: Raw -10769288.028670 + Penalty 3713.394896 = -10765574.633774
  nChanged 3749
		SP:Iteration 5Q (89389.470000 sec): 3 clusters
  Score: Raw -10770896.792991 + Penalty 3713.394896 = -10767183.398096
  nChanged 4313
		SP:Iteration 6Q (89390.210000 sec): 3 clusters
  Score: Raw -10773042.793789 + Penalty 3713.394896 = -10769329.398894
  nChanged 4787
		SP:Iteration 7F (89390.840000 sec): 3 clusters
  Score: Raw -10775817.117589 + Penalty 3713.394896 = -10772103.722693
  nChanged 5259
		SP:Iteration 8F (89391.520000 sec): 3 clusters
  Score: Raw -10779185.934781 + Penalty 3713.394896 = -10775472.539885
  nChanged 5126
		SP:Iteration 9F (89392.210000 sec): 3 clusters
  Score: Raw -10782504.285751 + Penalty 3713.394896 = -10778790.890856
  nChanged 4549
		SP:Iteration 10Q (89392.920000 sec): 3 clusters
  Score: Raw -10785088.898044 + Penalty 3713.394896 = -10781375.503148
  nChanged 3651
		SP:Iteration 11Q (89393.650000 sec): 3 clusters
  Score: Raw -10786764.511049 + Penalty 3713.394896 = -10783051.116153
  nChanged 2926
		SP:Iteration 12Q (89394.280000 sec): 3 clusters
  Score: Raw -10787912.428802 + Penalty 3713.394896 = -10784199.033907
  nChanged 2563
		SP:Iteration 13Q (89394.950000 sec): 3 clusters
  Score: Raw -10788872.444009 + Penalty 3713.394896 = -10785159.049113
  nChanged 2450
		SP:Iteration 14Q (89395.580000 sec): 3 clusters
  Score: Raw -10789797.374284 + Penalty 3713.394896 = -10786083.979388
  nChanged 2417
		SP:Iteration 15Q (89396.250000 sec): 3 clusters
  Score: Raw -10790753.501105 + Penalty 3713.394896 = -10787040.106209
  nChanged 2397
		SP:Iteration 16Q (89396.880000 sec): 3 clusters
  Score: Raw -10791735.526281 + Penalty 3713.394896 = -10788022.131385
  nChanged 2277
		SP:Iteration 17Q (89397.460000 sec): 3 clusters
  Score: Raw -10792718.664768 + Penalty 3713.394896 = -10789005.269872
  nChanged 2238
		SP:Iteration 18Q (89398.150000 sec): 3 clusters
  Score: Raw -10793733.715972 + Penalty 3713.394896 = -10790020.321076
  nChanged 2138
		SP:Iteration 19Q (89398.770000 sec): 3 clusters
  Score: Raw -10794796.955348 + Penalty 3713.394896 = -10791083.560452
  nChanged 2114
		SP:Iteration 20F (89399.430000 sec): 3 clusters
  Score: Raw -10795949.205377 + Penalty 3713.394896 = -10792235.810482
  nChanged 1916
		SP:Iteration 21Q (89400.120000 sec): 3 clusters
  Score: Raw -10797078.302999 + Penalty 3713.394896 = -10793364.908104
  nChanged 1577
		SP:Iteration 22Q (89400.860000 sec): 3 clusters
  Score: Raw -10798010.057161 + Penalty 3713.394896 = -10794296.662265
  nChanged 1240
		SP:Iteration 23Q (89401.490000 sec): 3 clusters
  Score: Raw -10798738.841430 + Penalty 3713.394896 = -10795025.446535
  nChanged 921
		SP:Iteration 24Q (89402.050000 sec): 3 clusters
  Score: Raw -10799266.848123 + Penalty 3713.394896 = -10795553.453227
  nChanged 683
		SP:Iteration 25Q (89402.600000 sec): 3 clusters
  Score: Raw -10799664.911404 + Penalty 3713.394896 = -10795951.516508
  nChanged 440
		SP:Iteration 26Q (89403.280000 sec): 3 clusters
  Score: Raw -10799925.046053 + Penalty 3713.394896 = -10796211.651157
  nChanged 329
		SP:Iteration 27Q (89403.910000 sec): 3 clusters
  Score: Raw -10800111.866209 + Penalty 3713.394896 = -10796398.471313
  nChanged 204
		SP:Iteration 28Q (89404.470000 sec): 3 clusters
  Score: Raw -10800228.181839 + Penalty 3713.394896 = -10796514.786943
  nChanged 137
		SP:Iteration 29Q (89405.000000 sec): 3 clusters
  Score: Raw -10800309.656000 + Penalty 3713.394896 = -10796596.261104
  nChanged 102
		SP:Iteration 30Q (89405.630000 sec): 3 clusters
  Score: Raw -10800366.204003 + Penalty 3713.394896 = -10796652.809108
  nChanged 76
		SP:Iteration 31Q (89406.260000 sec): 3 clusters
  Score: Raw -10800408.505530 + Penalty 3713.394896 = -10796695.110635
  nChanged 51
		SP:Iteration 32Q (89406.890000 sec): 3 clusters
  Score: Raw -10800433.634764 + Penalty 3713.394896 = -10796720.239868
  nChanged 47
		SP:Iteration 33Q (89407.490000 sec): 3 clusters
  Score: Raw -10800457.012969 + Penalty 3713.394896 = -10796743.618074
  nChanged 24
		SP:Iteration 34Q (89408.080000 sec): 3 clusters
  Score: Raw -10800471.528300 + Penalty 3713.394896 = -10796758.133405
  nChanged 19
		SP:Iteration 35Q (89408.700000 sec): 3 clusters
  Score: Raw -10800480.197112 + Penalty 3713.394896 = -10796766.802217
  nChanged 11
		SP:Iteration 36Q (89409.280000 sec): 3 clusters
  Score: Raw -10800484.176335 + Penalty 3713.394896 = -10796770.781440
  nChanged 10
		SP:Iteration 37Q (89409.850000 sec): 3 clusters
  Score: Raw -10800487.630624 + Penalty 3713.394896 = -10796774.235729
  nChanged 8
		SP:Iteration 38Q (89410.420000 sec): 3 clusters
  Score: Raw -10800489.717677 + Penalty 3713.394896 = -10796776.322781
  nChanged 1
		SP:Iteration 39Q (89411.050000 sec): 3 clusters
  Score: Raw -10800489.995239 + Penalty 3713.394896 = -10796776.600343
  nChanged 1
		SP:Iteration 40F (89411.690000 sec): 3 clusters
  Score: Raw -10800490.580812 + Penalty 3713.394896 = -10796777.185917
  nChanged 2
		SP:Iteration 41Q (89412.270000 sec): 3 clusters
  Score: Raw -10800492.341473 + Penalty 3713.394896 = -10796778.946577
  nChanged 2
		SP:Iteration 42Q (89412.820000 sec): 3 clusters
  Score: Raw -10800492.937167 + Penalty 3713.394896 = -10796779.542271
  nChanged 1
		SP:Iteration 43Q (89413.470000 sec): 3 clusters
  Score: Raw -10800493.245413 + Penalty 3713.394896 = -10796779.850517
  nChanged 0
		SP:Iteration 44F (89414.160000 sec): 3 clusters
  Score: Raw -10800493.245413 + Penalty 3713.394896 = -10796779.850517
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89414.310000 sec): 2 clusters
  Score: Raw -123525.162602 + Penalty 1177.650595 = -122347.512007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89414.520000 sec): 3 clusters
  Score: Raw -123006.428791 + Penalty 2355.301190 = -120651.127601
  nChanged 463
		SP:Iteration 1F (89414.710000 sec): 3 clusters
  Score: Raw -123365.357175 + Penalty 2355.301190 = -121010.055985
  nChanged 99
		SP:Iteration 2F (89414.920000 sec): 3 clusters
  Score: Raw -123511.356882 + Penalty 2355.301190 = -121156.055692
  nChanged 92
		SP:Iteration 3F (89415.070000 sec): 3 clusters
  Score: Raw -123644.381149 + Penalty 2355.301190 = -121289.079959
  nChanged 97
		SP:Iteration 4F (89415.310000 sec): 3 clusters
  Score: Raw -123799.296323 + Penalty 2355.301190 = -121443.995133
  nChanged 81
		SP:Iteration 5F (89415.460000 sec): 3 clusters
  Score: Raw -123924.789701 + Penalty 2355.301190 = -121569.488511
  nChanged 82
		SP:Iteration 6F (89415.600000 sec): 3 clusters
  Score: Raw -124049.560879 + Penalty 2355.301190 = -121694.259689
  nChanged 69
		SP:Iteration 7Q (89415.720000 sec): 3 clusters
  Score: Raw -124170.678214 + Penalty 2355.301190 = -121815.377024
  nChanged 52
		SP:Iteration 8Q (89415.940000 sec): 3 clusters
  Score: Raw -124246.367960 + Penalty 2355.301190 = -121891.066770
  nChanged 30
		SP:Iteration 9Q (89416.170000 sec): 3 clusters
  Score: Raw -124295.438112 + Penalty 2355.301190 = -121940.136922
  nChanged 28
		SP:Iteration 10Q (89416.360000 sec): 3 clusters
  Score: Raw -124331.311116 + Penalty 2355.301190 = -121976.009926
  nChanged 31
		SP:Iteration 11Q (89416.570000 sec): 3 clusters
  Score: Raw -124361.809555 + Penalty 2355.301190 = -122006.508365
  nChanged 16
		SP:Iteration 12Q (89416.780000 sec): 3 clusters
  Score: Raw -124378.197126 + Penalty 2355.301190 = -122022.895936
  nChanged 10
		SP:Iteration 13Q (89416.990000 sec): 3 clusters
  Score: Raw -124386.524620 + Penalty 2355.301190 = -122031.223430
  nChanged 4
		SP:Iteration 14Q (89417.130000 sec): 3 clusters
  Score: Raw -124389.820111 + Penalty 2355.301190 = -122034.518921
  nChanged 3
		SP:Iteration 15Q (89417.360000 sec): 3 clusters
  Score: Raw -124391.229134 + Penalty 2355.301190 = -122035.927944
  nChanged 1
		SP:Iteration 16Q (89417.510000 sec): 3 clusters
  Score: Raw -124391.816025 + Penalty 2355.301190 = -122036.514835
  nChanged 1
		SP:Iteration 17Q (89417.730000 sec): 3 clusters
  Score: Raw -124392.075941 + Penalty 2355.301190 = -122036.774751
  nChanged 0
		SP:Iteration 18F (89417.990000 sec): 3 clusters
  Score: Raw -124392.075941 + Penalty 2355.301190 = -122036.774751
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89418.150000 sec): 2 clusters
  Score: Raw -968894.525871 + Penalty 1476.128828 = -967418.397043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89418.370000 sec): 3 clusters
  Score: Raw -964060.977546 + Penalty 2952.257655 = -961108.719891
  nChanged 3728
		SP:Iteration 1F (89418.550000 sec): 3 clusters
  Score: Raw -966074.152039 + Penalty 2952.257655 = -963121.894384
  nChanged 600
		SP:Iteration 2F (89418.790000 sec): 3 clusters
  Score: Raw -966410.378050 + Penalty 2952.257655 = -963458.120395
  nChanged 523
		SP:Iteration 3F (89419.020000 sec): 3 clusters
  Score: Raw -966688.809955 + Penalty 2952.257655 = -963736.552300
  nChanged 492
		SP:Iteration 4F (89419.240000 sec): 3 clusters
  Score: Raw -966938.354625 + Penalty 2952.257655 = -963986.096970
  nChanged 423
		SP:Iteration 5Q (89419.520000 sec): 3 clusters
  Score: Raw -967158.517820 + Penalty 2952.257655 = -964206.260165
  nChanged 388
		SP:Iteration 6Q (89419.720000 sec): 3 clusters
  Score: Raw -967367.127783 + Penalty 2952.257655 = -964414.870128
  nChanged 343
		SP:Iteration 7Q (89420.000000 sec): 3 clusters
  Score: Raw -967561.748474 + Penalty 2952.257655 = -964609.490819
  nChanged 322
		SP:Iteration 8Q (89420.260000 sec): 3 clusters
  Score: Raw -967756.229245 + Penalty 2952.257655 = -964803.971590
  nChanged 314
		SP:Iteration 9Q (89420.480000 sec): 3 clusters
  Score: Raw -967950.573686 + Penalty 2952.257655 = -964998.316031
  nChanged 298
		SP:Iteration 10Q (89420.730000 sec): 3 clusters
  Score: Raw -968135.863343 + Penalty 2952.257655 = -965183.605688
  nChanged 261
		SP:Iteration 11Q (89420.900000 sec): 3 clusters
  Score: Raw -968276.786758 + Penalty 2952.257655 = -965324.529103
  nChanged 223
		SP:Iteration 12Q (89421.090000 sec): 3 clusters
  Score: Raw -968386.445696 + Penalty 2952.257655 = -965434.188041
  nChanged 174
		SP:Iteration 13Q (89421.360000 sec): 3 clusters
  Score: Raw -968467.471913 + Penalty 2952.257655 = -965515.214258
  nChanged 160
		SP:Iteration 14Q (89421.620000 sec): 3 clusters
  Score: Raw -968546.383905 + Penalty 2952.257655 = -965594.126250
  nChanged 153
		SP:Iteration 15Q (89421.830000 sec): 3 clusters
  Score: Raw -968620.657714 + Penalty 2952.257655 = -965668.400059
  nChanged 158
		SP:Iteration 16Q (89422.040000 sec): 3 clusters
  Score: Raw -968700.037136 + Penalty 2952.257655 = -965747.779481
  nChanged 139
		SP:Iteration 17Q (89422.250000 sec): 3 clusters
  Score: Raw -968776.033324 + Penalty 2952.257655 = -965823.775669
  nChanged 124
		SP:Iteration 18Q (89422.540000 sec): 3 clusters
  Score: Raw -968838.940005 + Penalty 2952.257655 = -965886.682350
  nChanged 108
		SP:Iteration 19Q (89422.760000 sec): 3 clusters
  Score: Raw -968895.518317 + Penalty 2952.257655 = -965943.260662
  nChanged 97
		SP:Iteration 20F (89423.020000 sec): 3 clusters
  Score: Raw -968948.314367 + Penalty 2952.257655 = -965996.056712
  nChanged 90
		SP:Iteration 21Q (89423.190000 sec): 3 clusters
  Score: Raw -969000.034607 + Penalty 2952.257655 = -966047.776952
  nChanged 80
		SP:Iteration 22Q (89423.470000 sec): 3 clusters
  Score: Raw -969038.801866 + Penalty 2952.257655 = -966086.544211
  nChanged 52
		SP:Iteration 23Q (89423.700000 sec): 3 clusters
  Score: Raw -969067.244319 + Penalty 2952.257655 = -966114.986664
  nChanged 39
		SP:Iteration 24Q (89423.930000 sec): 3 clusters
  Score: Raw -969085.303976 + Penalty 2952.257655 = -966133.046321
  nChanged 39
		SP:Iteration 25Q (89424.120000 sec): 3 clusters
  Score: Raw -969103.421206 + Penalty 2952.257655 = -966151.163551
  nChanged 28
		SP:Iteration 26Q (89424.370000 sec): 3 clusters
  Score: Raw -969116.275217 + Penalty 2952.257655 = -966164.017562
  nChanged 24
		SP:Iteration 27Q (89424.570000 sec): 3 clusters
  Score: Raw -969124.392715 + Penalty 2952.257655 = -966172.135060
  nChanged 17
		SP:Iteration 28Q (89424.780000 sec): 3 clusters
  Score: Raw -969131.133164 + Penalty 2952.257655 = -966178.875509
  nChanged 12
		SP:Iteration 29Q (89425.010000 sec): 3 clusters
  Score: Raw -969136.177583 + Penalty 2952.257655 = -966183.919928
  nChanged 13
		SP:Iteration 30Q (89425.280000 sec): 3 clusters
  Score: Raw -969140.771903 + Penalty 2952.257655 = -966188.514247
  nChanged 14
		SP:Iteration 31Q (89425.470000 sec): 3 clusters
  Score: Raw -969147.396822 + Penalty 2952.257655 = -966195.139167
  nChanged 11
		SP:Iteration 32Q (89425.690000 sec): 3 clusters
  Score: Raw -969151.112266 + Penalty 2952.257655 = -966198.854611
  nChanged 7
		SP:Iteration 33Q (89425.850000 sec): 3 clusters
  Score: Raw -969153.098688 + Penalty 2952.257655 = -966200.841033
  nChanged 4
		SP:Iteration 34Q (89426.090000 sec): 3 clusters
  Score: Raw -969154.043582 + Penalty 2952.257655 = -966201.785927
  nChanged 2
		SP:Iteration 35Q (89426.350000 sec): 3 clusters
  Score: Raw -969155.052265 + Penalty 2952.257655 = -966202.794610
  nChanged 3
		SP:Iteration 36Q (89426.590000 sec): 3 clusters
  Score: Raw -969156.336544 + Penalty 2952.257655 = -966204.078889
  nChanged 2
		SP:Iteration 37Q (89426.870000 sec): 3 clusters
  Score: Raw -969156.920199 + Penalty 2952.257655 = -966204.662544
  nChanged 2
		SP:Iteration 38Q (89427.080000 sec): 3 clusters
  Score: Raw -969157.361248 + Penalty 2952.257655 = -966205.103593
  nChanged 0
		SP:Iteration 39F (89427.230000 sec): 3 clusters
  Score: Raw -969157.361248 + Penalty 2952.257655 = -966205.103593
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89427.340000 sec): 2 clusters
  Score: Raw -814701.141198 + Penalty 1450.299890 = -813250.841307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89427.560000 sec): 3 clusters
  Score: Raw -810568.762158 + Penalty 2900.599780 = -807668.162377
  nChanged 3190
		SP:Iteration 1F (89427.800000 sec): 3 clusters
  Score: Raw -812411.360981 + Penalty 2900.599780 = -809510.761201
  nChanged 497
		SP:Iteration 2F (89428.010000 sec): 3 clusters
  Score: Raw -812651.173890 + Penalty 2900.599780 = -809750.574110
  nChanged 378
		SP:Iteration 3F (89428.280000 sec): 3 clusters
  Score: Raw -812823.806502 + Penalty 2900.599780 = -809923.206722
  nChanged 313
		SP:Iteration 4Q (89428.450000 sec): 3 clusters
  Score: Raw -812959.748464 + Penalty 2900.599780 = -810059.148684
  nChanged 264
		SP:Iteration 5Q (89428.690000 sec): 3 clusters
  Score: Raw -813059.148897 + Penalty 2900.599780 = -810158.549117
  nChanged 222
		SP:Iteration 6Q (89428.920000 sec): 3 clusters
  Score: Raw -813134.910381 + Penalty 2900.599780 = -810234.310601
  nChanged 213
		SP:Iteration 7Q (89429.170000 sec): 3 clusters
  Score: Raw -813205.989013 + Penalty 2900.599780 = -810305.389232
  nChanged 191
		SP:Iteration 8Q (89429.460000 sec): 3 clusters
  Score: Raw -813277.982863 + Penalty 2900.599780 = -810377.383083
  nChanged 184
		SP:Iteration 9Q (89429.670000 sec): 3 clusters
  Score: Raw -813349.661880 + Penalty 2900.599780 = -810449.062100
  nChanged 180
		SP:Iteration 10Q (89429.880000 sec): 3 clusters
  Score: Raw -813416.606058 + Penalty 2900.599780 = -810516.006278
  nChanged 177
		SP:Iteration 11Q (89430.140000 sec): 3 clusters
  Score: Raw -813500.266011 + Penalty 2900.599780 = -810599.666231
  nChanged 189
		SP:Iteration 12Q (89430.320000 sec): 3 clusters
  Score: Raw -813608.416280 + Penalty 2900.599780 = -810707.816499
  nChanged 216
		SP:Iteration 13Q (89430.530000 sec): 3 clusters
  Score: Raw -813725.044984 + Penalty 2900.599780 = -810824.445204
  nChanged 210
		SP:Iteration 14Q (89430.750000 sec): 3 clusters
  Score: Raw -813833.519425 + Penalty 2900.599780 = -810932.919644
  nChanged 193
		SP:Iteration 15Q (89430.990000 sec): 3 clusters
  Score: Raw -813942.146099 + Penalty 2900.599780 = -811041.546318
  nChanged 199
		SP:Iteration 16Q (89431.220000 sec): 3 clusters
  Score: Raw -814075.394876 + Penalty 2900.599780 = -811174.795096
  nChanged 223
		SP:Iteration 17Q (89431.450000 sec): 3 clusters
  Score: Raw -814209.584964 + Penalty 2900.599780 = -811308.985183
  nChanged 208
		SP:Iteration 18Q (89431.670000 sec): 3 clusters
  Score: Raw -814325.508311 + Penalty 2900.599780 = -811424.908530
  nChanged 167
		SP:Iteration 19Q (89431.920000 sec): 3 clusters
  Score: Raw -814429.860340 + Penalty 2900.599780 = -811529.260560
  nChanged 164
		SP:Iteration 20F (89432.160000 sec): 3 clusters
  Score: Raw -814516.224475 + Penalty 2900.599780 = -811615.624694
  nChanged 130
		SP:Iteration 21Q (89432.440000 sec): 3 clusters
  Score: Raw -814588.764726 + Penalty 2900.599780 = -811688.164946
  nChanged 125
		SP:Iteration 22Q (89432.700000 sec): 3 clusters
  Score: Raw -814655.589091 + Penalty 2900.599780 = -811754.989311
  nChanged 117
		SP:Iteration 23Q (89432.910000 sec): 3 clusters
  Score: Raw -814714.175382 + Penalty 2900.599780 = -811813.575601
  nChanged 98
		SP:Iteration 24Q (89433.140000 sec): 3 clusters
  Score: Raw -814778.672131 + Penalty 2900.599780 = -811878.072351
  nChanged 102
		SP:Iteration 25Q (89433.390000 sec): 3 clusters
  Score: Raw -814841.410622 + Penalty 2900.599780 = -811940.810842
  nChanged 89
		SP:Iteration 26Q (89433.590000 sec): 3 clusters
  Score: Raw -814888.769225 + Penalty 2900.599780 = -811988.169444
  nChanged 76
		SP:Iteration 27Q (89433.780000 sec): 3 clusters
  Score: Raw -814920.423344 + Penalty 2900.599780 = -812019.823563
  nChanged 68
		SP:Iteration 28Q (89434.010000 sec): 3 clusters
  Score: Raw -814946.872557 + Penalty 2900.599780 = -812046.272777
  nChanged 59
		SP:Iteration 29Q (89434.250000 sec): 3 clusters
  Score: Raw -814969.231637 + Penalty 2900.599780 = -812068.631857
  nChanged 42
		SP:Iteration 30Q (89434.490000 sec): 3 clusters
  Score: Raw -814982.866575 + Penalty 2900.599780 = -812082.266795
  nChanged 29
		SP:Iteration 31Q (89434.720000 sec): 3 clusters
  Score: Raw -814991.613167 + Penalty 2900.599780 = -812091.013387
  nChanged 28
		SP:Iteration 32Q (89434.940000 sec): 3 clusters
  Score: Raw -814999.739588 + Penalty 2900.599780 = -812099.139808
  nChanged 30
		SP:Iteration 33Q (89435.170000 sec): 3 clusters
  Score: Raw -815008.574399 + Penalty 2900.599780 = -812107.974619
  nChanged 22
		SP:Iteration 34Q (89435.400000 sec): 3 clusters
  Score: Raw -815012.632859 + Penalty 2900.599780 = -812112.033079
  nChanged 12
		SP:Iteration 35Q (89435.690000 sec): 3 clusters
  Score: Raw -815014.998399 + Penalty 2900.599780 = -812114.398619
  nChanged 8
		SP:Iteration 36Q (89435.880000 sec): 3 clusters
  Score: Raw -815016.845545 + Penalty 2900.599780 = -812116.245765
  nChanged 4
		SP:Iteration 37Q (89436.120000 sec): 3 clusters
  Score: Raw -815017.563571 + Penalty 2900.599780 = -812116.963790
  nChanged 2
		SP:Iteration 38Q (89436.270000 sec): 3 clusters
  Score: Raw -815018.063665 + Penalty 2900.599780 = -812117.463884
  nChanged 3
		SP:Iteration 39Q (89436.430000 sec): 3 clusters
  Score: Raw -815018.972544 + Penalty 2900.599780 = -812118.372764
  nChanged 3
		SP:Iteration 40F (89436.630000 sec): 3 clusters
  Score: Raw -815019.498800 + Penalty 2900.599780 = -812118.899019
  nChanged 2
		SP:Iteration 41Q (89436.800000 sec): 3 clusters
  Score: Raw -815019.758376 + Penalty 2900.599780 = -812119.158596
  nChanged 0
		SP:Iteration 42F (89437.020000 sec): 3 clusters
  Score: Raw -815019.758376 + Penalty 2900.599780 = -812119.158596
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (176271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89438.090000 sec): 2 clusters
  Score: Raw -18479211.143391 + Penalty 1962.963903 = -18477248.179488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89439.310000 sec): 3 clusters
  Score: Raw -18362755.028695 + Penalty 3925.927805 = -18358829.100890
  nChanged 84889
		SP:Iteration 1F (89440.450000 sec): 3 clusters
  Score: Raw -18413320.032933 + Penalty 3925.927805 = -18409394.105127
  nChanged 6458
		SP:Iteration 2Q (89441.700000 sec): 3 clusters
  Score: Raw -18415234.154227 + Penalty 3925.927805 = -18411308.226421
  nChanged 7217
		SP:Iteration 3Q (89443.180000 sec): 3 clusters
  Score: Raw -18417876.598644 + Penalty 3925.927805 = -18413950.670838
  nChanged 8510
		SP:Iteration 4Q (89444.620000 sec): 3 clusters
  Score: Raw -18421565.481846 + Penalty 3925.927805 = -18417639.554040
  nChanged 9460
		SP:Iteration 5F (89445.810000 sec): 3 clusters
  Score: Raw -18426291.315051 + Penalty 3925.927805 = -18422365.387245
  nChanged 10270
		SP:Iteration 6F (89447.050000 sec): 3 clusters
  Score: Raw -18432086.826750 + Penalty 3925.927805 = -18428160.898944
  nChanged 10659
		SP:Iteration 7F (89448.320000 sec): 3 clusters
  Score: Raw -18438700.531966 + Penalty 3925.927805 = -18434774.604160
  nChanged 10313
		SP:Iteration 8F (89449.650000 sec): 3 clusters
  Score: Raw -18445566.415292 + Penalty 3925.927805 = -18441640.487487
  nChanged 9507
		SP:Iteration 9F (89450.930000 sec): 3 clusters
  Score: Raw -18451445.161058 + Penalty 3925.927805 = -18447519.233253
  nChanged 7685
		SP:Iteration 10Q (89452.130000 sec): 3 clusters
  Score: Raw -18455164.506535 + Penalty 3925.927805 = -18451238.578729
  nChanged 5392
		SP:Iteration 11Q (89453.260000 sec): 3 clusters
  Score: Raw -18456981.221563 + Penalty 3925.927805 = -18453055.293758
  nChanged 3559
		SP:Iteration 12Q (89454.440000 sec): 3 clusters
  Score: Raw -18457860.246585 + Penalty 3925.927805 = -18453934.318780
  nChanged 2489
		SP:Iteration 13Q (89455.510000 sec): 3 clusters
  Score: Raw -18458427.873077 + Penalty 3925.927805 = -18454501.945272
  nChanged 2314
		SP:Iteration 14Q (89456.560000 sec): 3 clusters
  Score: Raw -18458950.717166 + Penalty 3925.927805 = -18455024.789361
  nChanged 2289
		SP:Iteration 15Q (89457.720000 sec): 3 clusters
  Score: Raw -18459481.520124 + Penalty 3925.927805 = -18455555.592318
  nChanged 2421
		SP:Iteration 16Q (89458.840000 sec): 3 clusters
  Score: Raw -18460074.509450 + Penalty 3925.927805 = -18456148.581644
  nChanged 2487
		SP:Iteration 17Q (89459.970000 sec): 3 clusters
  Score: Raw -18460679.495993 + Penalty 3925.927805 = -18456753.568187
  nChanged 2531
		SP:Iteration 18Q (89461.100000 sec): 3 clusters
  Score: Raw -18461304.860526 + Penalty 3925.927805 = -18457378.932720
  nChanged 2536
		SP:Iteration 19Q (89462.220000 sec): 3 clusters
  Score: Raw -18461962.683893 + Penalty 3925.927805 = -18458036.756087
  nChanged 2681
		SP:Iteration 20F (89463.370000 sec): 3 clusters
  Score: Raw -18462706.448834 + Penalty 3925.927805 = -18458780.521028
  nChanged 2748
		SP:Iteration 21Q (89464.440000 sec): 3 clusters
  Score: Raw -18463508.323436 + Penalty 3925.927805 = -18459582.395630
  nChanged 2837
		SP:Iteration 22Q (89465.520000 sec): 3 clusters
  Score: Raw -18464397.533876 + Penalty 3925.927805 = -18460471.606071
  nChanged 2856
		SP:Iteration 23Q (89466.540000 sec): 3 clusters
  Score: Raw -18465334.036016 + Penalty 3925.927805 = -18461408.108211
  nChanged 2945
		SP:Iteration 24Q (89467.610000 sec): 3 clusters
  Score: Raw -18466337.407181 + Penalty 3925.927805 = -18462411.479375
  nChanged 2882
		SP:Iteration 25Q (89468.670000 sec): 3 clusters
  Score: Raw -18467358.729101 + Penalty 3925.927805 = -18463432.801295
  nChanged 2903
		SP:Iteration 26Q (89469.600000 sec): 3 clusters
  Score: Raw -18468442.808464 + Penalty 3925.927805 = -18464516.880659
  nChanged 2867
		SP:Iteration 27Q (89470.670000 sec): 3 clusters
  Score: Raw -18469574.946737 + Penalty 3925.927805 = -18465649.018932
  nChanged 2828
		SP:Iteration 28Q (89471.780000 sec): 3 clusters
  Score: Raw -18470745.698005 + Penalty 3925.927805 = -18466819.770200
  nChanged 2756
		SP:Iteration 29Q (89473.010000 sec): 3 clusters
  Score: Raw -18471947.930731 + Penalty 3925.927805 = -18468022.002926
  nChanged 2588
		SP:Iteration 30Q (89474.110000 sec): 3 clusters
  Score: Raw -18473104.632130 + Penalty 3925.927805 = -18469178.704325
  nChanged 2415
		SP:Iteration 31Q (89475.180000 sec): 3 clusters
  Score: Raw -18474198.180711 + Penalty 3925.927805 = -18470272.252905
  nChanged 2224
		SP:Iteration 32Q (89476.310000 sec): 3 clusters
  Score: Raw -18475194.239290 + Penalty 3925.927805 = -18471268.311485
  nChanged 1991
		SP:Iteration 33Q (89477.360000 sec): 3 clusters
  Score: Raw -18476089.855723 + Penalty 3925.927805 = -18472163.927918
  nChanged 1747
		SP:Iteration 34Q (89478.420000 sec): 3 clusters
  Score: Raw -18476861.701152 + Penalty 3925.927805 = -18472935.773346
  nChanged 1480
		SP:Iteration 35Q (89479.420000 sec): 3 clusters
  Score: Raw -18477495.737014 + Penalty 3925.927805 = -18473569.809209
  nChanged 1343
		SP:Iteration 36Q (89480.350000 sec): 3 clusters
  Score: Raw -18478091.038332 + Penalty 3925.927805 = -18474165.110527
  nChanged 1086
		SP:Iteration 37Q (89481.300000 sec): 3 clusters
  Score: Raw -18478565.488456 + Penalty 3925.927805 = -18474639.560650
  nChanged 905
		SP:Iteration 38Q (89482.240000 sec): 3 clusters
  Score: Raw -18478940.179072 + Penalty 3925.927805 = -18475014.251266
  nChanged 697
		SP:Iteration 39Q (89483.180000 sec): 3 clusters
  Score: Raw -18479216.400731 + Penalty 3925.927805 = -18475290.472926
  nChanged 550
		SP:Iteration 40F (89484.070000 sec): 3 clusters
  Score: Raw -18479431.444980 + Penalty 3925.927805 = -18475505.517174
  nChanged 444
		SP:Iteration 41Q (89485.000000 sec): 3 clusters
  Score: Raw -18479586.709412 + Penalty 3925.927805 = -18475660.781607
  nChanged 325
		SP:Iteration 42Q (89485.990000 sec): 3 clusters
  Score: Raw -18479692.305639 + Penalty 3925.927805 = -18475766.377833
  nChanged 230
		SP:Iteration 43Q (89487.000000 sec): 3 clusters
  Score: Raw -18479765.179472 + Penalty 3925.927805 = -18475839.251666
  nChanged 195
		SP:Iteration 44Q (89487.870000 sec): 3 clusters
  Score: Raw -18479824.850089 + Penalty 3925.927805 = -18475898.922283
  nChanged 158
		SP:Iteration 45Q (89488.710000 sec): 3 clusters
  Score: Raw -18479873.448265 + Penalty 3925.927805 = -18475947.520459
  nChanged 117
		SP:Iteration 46Q (89489.570000 sec): 3 clusters
  Score: Raw -18479911.694894 + Penalty 3925.927805 = -18475985.767088
  nChanged 112
		SP:Iteration 47Q (89490.420000 sec): 3 clusters
  Score: Raw -18479944.814842 + Penalty 3925.927805 = -18476018.887036
  nChanged 101
		SP:Iteration 48Q (89491.450000 sec): 3 clusters
  Score: Raw -18479978.000762 + Penalty 3925.927805 = -18476052.072957
  nChanged 90
		SP:Iteration 49Q (89492.370000 sec): 3 clusters
  Score: Raw -18480003.776182 + Penalty 3925.927805 = -18476077.848377
  nChanged 81
		SP:Iteration 50Q (89493.430000 sec): 3 clusters
  Score: Raw -18480023.208749 + Penalty 3925.927805 = -18476097.280943
  nChanged 55
		SP:Iteration 51Q (89494.480000 sec): 3 clusters
  Score: Raw -18480036.353340 + Penalty 3925.927805 = -18476110.425534
  nChanged 46
		SP:Iteration 52Q (89495.400000 sec): 3 clusters
  Score: Raw -18480047.122817 + Penalty 3925.927805 = -18476121.195012
  nChanged 41
		SP:Iteration 53Q (89496.490000 sec): 3 clusters
  Score: Raw -18480056.884601 + Penalty 3925.927805 = -18476130.956796
  nChanged 42
		SP:Iteration 54Q (89497.440000 sec): 3 clusters
  Score: Raw -18480065.105396 + Penalty 3925.927805 = -18476139.177591
  nChanged 38
		SP:Iteration 55Q (89498.420000 sec): 3 clusters
  Score: Raw -18480074.044274 + Penalty 3925.927805 = -18476148.116469
  nChanged 30
		SP:Iteration 56Q (89499.420000 sec): 3 clusters
  Score: Raw -18480081.401913 + Penalty 3925.927805 = -18476155.474107
  nChanged 28
		SP:Iteration 57Q (89500.320000 sec): 3 clusters
  Score: Raw -18480086.114866 + Penalty 3925.927805 = -18476160.187061
  nChanged 26
		SP:Iteration 58Q (89501.310000 sec): 3 clusters
  Score: Raw -18480091.063128 + Penalty 3925.927805 = -18476165.135323
  nChanged 21
		SP:Iteration 59Q (89502.200000 sec): 3 clusters
  Score: Raw -18480094.472452 + Penalty 3925.927805 = -18476168.544646
  nChanged 23
		SP:Iteration 60F (89503.280000 sec): 3 clusters
  Score: Raw -18480097.256203 + Penalty 3925.927805 = -18476171.328398
  nChanged 13
		SP:Iteration 61Q (89504.240000 sec): 3 clusters
  Score: Raw -18480099.241889 + Penalty 3925.927805 = -18476173.314083
  nChanged 12
		SP:Iteration 62Q (89505.220000 sec): 3 clusters
  Score: Raw -18480101.272117 + Penalty 3925.927805 = -18476175.344312
  nChanged 14
		SP:Iteration 63Q (89506.270000 sec): 3 clusters
  Score: Raw -18480103.585763 + Penalty 3925.927805 = -18476177.657958
  nChanged 11
		SP:Iteration 64Q (89507.250000 sec): 3 clusters
  Score: Raw -18480105.110659 + Penalty 3925.927805 = -18476179.182854
  nChanged 10
		SP:Iteration 65Q (89508.230000 sec): 3 clusters
  Score: Raw -18480107.377314 + Penalty 3925.927805 = -18476181.449509
  nChanged 16
		SP:Iteration 66Q (89509.300000 sec): 3 clusters
  Score: Raw -18480110.095845 + Penalty 3925.927805 = -18476184.168039
  nChanged 14
		SP:Iteration 67Q (89510.330000 sec): 3 clusters
  Score: Raw -18480112.681971 + Penalty 3925.927805 = -18476186.754166
  nChanged 14
		SP:Iteration 68Q (89511.350000 sec): 3 clusters
  Score: Raw -18480115.292924 + Penalty 3925.927805 = -18476189.365119
  nChanged 18
		SP:Iteration 69Q (89512.390000 sec): 3 clusters
  Score: Raw -18480119.495428 + Penalty 3925.927805 = -18476193.567623
  nChanged 16
		SP:Iteration 70Q (89513.310000 sec): 3 clusters
  Score: Raw -18480122.386854 + Penalty 3925.927805 = -18476196.459049
  nChanged 17
		SP:Iteration 71Q (89514.330000 sec): 3 clusters
  Score: Raw -18480125.369082 + Penalty 3925.927805 = -18476199.441277
  nChanged 17
		SP:Iteration 72Q (89515.230000 sec): 3 clusters
  Score: Raw -18480127.402742 + Penalty 3925.927805 = -18476201.474937
  nChanged 6
		SP:Iteration 73Q (89516.210000 sec): 3 clusters
  Score: Raw -18480128.280618 + Penalty 3925.927805 = -18476202.352813
  nChanged 4
		SP:Iteration 74Q (89517.210000 sec): 3 clusters
  Score: Raw -18480128.824391 + Penalty 3925.927805 = -18476202.896586
  nChanged 2
		SP:Iteration 75Q (89518.120000 sec): 3 clusters
  Score: Raw -18480128.989629 + Penalty 3925.927805 = -18476203.061824
  nChanged 2
		SP:Iteration 76Q (89519.150000 sec): 3 clusters
  Score: Raw -18480129.182016 + Penalty 3925.927805 = -18476203.254211
  nChanged 2
		SP:Iteration 77Q (89520.100000 sec): 3 clusters
  Score: Raw -18480129.325819 + Penalty 3925.927805 = -18476203.398013
  nChanged 1
		SP:Iteration 78Q (89521.350000 sec): 3 clusters
  Score: Raw -18480129.392608 + Penalty 3925.927805 = -18476203.464803
  nChanged 1
		SP:Iteration 79Q (89522.520000 sec): 3 clusters
  Score: Raw -18480129.493073 + Penalty 3925.927805 = -18476203.565268
  nChanged 0
		SP:Iteration 80F (89523.710000 sec): 3 clusters
  Score: Raw -18480129.493073 + Penalty 3925.927805 = -18476203.565268
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (13259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89523.870000 sec): 2 clusters
  Score: Raw -1454048.162977 + Penalty 1542.520175 = -1452505.642802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89524.150000 sec): 3 clusters
  Score: Raw -1446263.104031 + Penalty 3085.040350 = -1443178.063681
  nChanged 5890
		SP:Iteration 1F (89524.380000 sec): 3 clusters
  Score: Raw -1449669.328444 + Penalty 3085.040350 = -1446584.288094
  nChanged 892
		SP:Iteration 2F (89524.610000 sec): 3 clusters
  Score: Raw -1450138.060782 + Penalty 3085.040350 = -1447053.020432
  nChanged 882
		SP:Iteration 3F (89524.830000 sec): 3 clusters
  Score: Raw -1450672.588219 + Penalty 3085.040350 = -1447587.547869
  nChanged 847
		SP:Iteration 4F (89525.070000 sec): 3 clusters
  Score: Raw -1451190.018620 + Penalty 3085.040350 = -1448104.978270
  nChanged 800
		SP:Iteration 5F (89525.380000 sec): 3 clusters
  Score: Raw -1451698.159875 + Penalty 3085.040350 = -1448613.119525
  nChanged 692
		SP:Iteration 6F (89525.610000 sec): 3 clusters
  Score: Raw -1452139.527220 + Penalty 3085.040350 = -1449054.486870
  nChanged 628
		SP:Iteration 7Q (89525.840000 sec): 3 clusters
  Score: Raw -1452528.217116 + Penalty 3085.040350 = -1449443.176766
  nChanged 503
		SP:Iteration 8Q (89526.050000 sec): 3 clusters
  Score: Raw -1452804.578529 + Penalty 3085.040350 = -1449719.538179
  nChanged 406
		SP:Iteration 9Q (89526.320000 sec): 3 clusters
  Score: Raw -1452997.643078 + Penalty 3085.040350 = -1449912.602728
  nChanged 305
		SP:Iteration 10Q (89526.530000 sec): 3 clusters
  Score: Raw -1453133.683014 + Penalty 3085.040350 = -1450048.642664
  nChanged 229
		SP:Iteration 11Q (89526.730000 sec): 3 clusters
  Score: Raw -1453220.846839 + Penalty 3085.040350 = -1450135.806489
  nChanged 206
		SP:Iteration 12Q (89526.990000 sec): 3 clusters
  Score: Raw -1453289.286950 + Penalty 3085.040350 = -1450204.246600
  nChanged 163
		SP:Iteration 13Q (89527.270000 sec): 3 clusters
  Score: Raw -1453341.119668 + Penalty 3085.040350 = -1450256.079318
  nChanged 132
		SP:Iteration 14Q (89527.540000 sec): 3 clusters
  Score: Raw -1453377.812985 + Penalty 3085.040350 = -1450292.772635
  nChanged 121
		SP:Iteration 15Q (89527.750000 sec): 3 clusters
  Score: Raw -1453412.801962 + Penalty 3085.040350 = -1450327.761612
  nChanged 112
		SP:Iteration 16Q (89528.000000 sec): 3 clusters
  Score: Raw -1453443.989362 + Penalty 3085.040350 = -1450358.949012
  nChanged 102
		SP:Iteration 17Q (89528.270000 sec): 3 clusters
  Score: Raw -1453474.526311 + Penalty 3085.040350 = -1450389.485961
  nChanged 110
		SP:Iteration 18Q (89528.520000 sec): 3 clusters
  Score: Raw -1453500.982888 + Penalty 3085.040350 = -1450415.942538
  nChanged 94
		SP:Iteration 19Q (89528.720000 sec): 3 clusters
  Score: Raw -1453526.909082 + Penalty 3085.040350 = -1450441.868732
  nChanged 98
		SP:Iteration 20F (89528.960000 sec): 3 clusters
  Score: Raw -1453552.764974 + Penalty 3085.040350 = -1450467.724624
  nChanged 97
		SP:Iteration 21Q (89529.170000 sec): 3 clusters
  Score: Raw -1453581.280189 + Penalty 3085.040350 = -1450496.239839
  nChanged 89
		SP:Iteration 22Q (89529.420000 sec): 3 clusters
  Score: Raw -1453611.111241 + Penalty 3085.040350 = -1450526.070891
  nChanged 92
		SP:Iteration 23Q (89529.650000 sec): 3 clusters
  Score: Raw -1453638.524812 + Penalty 3085.040350 = -1450553.484462
  nChanged 78
		SP:Iteration 24Q (89529.900000 sec): 3 clusters
  Score: Raw -1453670.842400 + Penalty 3085.040350 = -1450585.802050
  nChanged 86
		SP:Iteration 25Q (89530.130000 sec): 3 clusters
  Score: Raw -1453698.578395 + Penalty 3085.040350 = -1450613.538045
  nChanged 77
		SP:Iteration 26Q (89530.380000 sec): 3 clusters
  Score: Raw -1453729.287793 + Penalty 3085.040350 = -1450644.247443
  nChanged 78
		SP:Iteration 27Q (89530.610000 sec): 3 clusters
  Score: Raw -1453761.261052 + Penalty 3085.040350 = -1450676.220702
  nChanged 77
		SP:Iteration 28Q (89530.830000 sec): 3 clusters
  Score: Raw -1453799.891462 + Penalty 3085.040350 = -1450714.851112
  nChanged 86
		SP:Iteration 29Q (89531.100000 sec): 3 clusters
  Score: Raw -1453832.296179 + Penalty 3085.040350 = -1450747.255829
  nChanged 91
		SP:Iteration 30Q (89531.300000 sec): 3 clusters
  Score: Raw -1453862.794450 + Penalty 3085.040350 = -1450777.754100
  nChanged 82
		SP:Iteration 31Q (89531.540000 sec): 3 clusters
  Score: Raw -1453891.791801 + Penalty 3085.040350 = -1450806.751451
  nChanged 72
		SP:Iteration 32Q (89531.760000 sec): 3 clusters
  Score: Raw -1453920.874218 + Penalty 3085.040350 = -1450835.833868
  nChanged 76
		SP:Iteration 33Q (89531.980000 sec): 3 clusters
  Score: Raw -1453966.973867 + Penalty 3085.040350 = -1450881.933517
  nChanged 90
		SP:Iteration 34Q (89532.180000 sec): 3 clusters
  Score: Raw -1454022.850455 + Penalty 3085.040350 = -1450937.810105
  nChanged 86
		SP:Iteration 35Q (89532.380000 sec): 3 clusters
  Score: Raw -1454077.844139 + Penalty 3085.040350 = -1450992.803789
  nChanged 87
		SP:Iteration 36Q (89532.610000 sec): 3 clusters
  Score: Raw -1454132.665841 + Penalty 3085.040350 = -1451047.625491
  nChanged 93
		SP:Iteration 37Q (89532.800000 sec): 3 clusters
  Score: Raw -1454183.671590 + Penalty 3085.040350 = -1451098.631240
  nChanged 94
		SP:Iteration 38Q (89533.050000 sec): 3 clusters
  Score: Raw -1454222.332391 + Penalty 3085.040350 = -1451137.292041
  nChanged 73
		SP:Iteration 39Q (89533.240000 sec): 3 clusters
  Score: Raw -1454254.588043 + Penalty 3085.040350 = -1451169.547693
  nChanged 70
		SP:Iteration 40F (89533.460000 sec): 3 clusters
  Score: Raw -1454284.670366 + Penalty 3085.040350 = -1451199.630016
  nChanged 59
		SP:Iteration 41Q (89533.720000 sec): 3 clusters
  Score: Raw -1454310.414327 + Penalty 3085.040350 = -1451225.373977
  nChanged 65
		SP:Iteration 42Q (89533.970000 sec): 3 clusters
  Score: Raw -1454335.559419 + Penalty 3085.040350 = -1451250.519069
  nChanged 51
		SP:Iteration 43Q (89534.230000 sec): 3 clusters
  Score: Raw -1454351.320655 + Penalty 3085.040350 = -1451266.280305
  nChanged 47
		SP:Iteration 44Q (89534.420000 sec): 3 clusters
  Score: Raw -1454365.106188 + Penalty 3085.040350 = -1451280.065838
  nChanged 41
		SP:Iteration 45Q (89534.700000 sec): 3 clusters
  Score: Raw -1454376.030942 + Penalty 3085.040350 = -1451290.990592
  nChanged 35
		SP:Iteration 46Q (89534.990000 sec): 3 clusters
  Score: Raw -1454385.398909 + Penalty 3085.040350 = -1451300.358559
  nChanged 28
		SP:Iteration 47Q (89535.240000 sec): 3 clusters
  Score: Raw -1454391.377876 + Penalty 3085.040350 = -1451306.337526
  nChanged 23
		SP:Iteration 48Q (89535.480000 sec): 3 clusters
  Score: Raw -1454396.476097 + Penalty 3085.040350 = -1451311.435747
  nChanged 21
		SP:Iteration 49Q (89535.700000 sec): 3 clusters
  Score: Raw -1454401.053161 + Penalty 3085.040350 = -1451316.012811
  nChanged 20
		SP:Iteration 50Q (89535.990000 sec): 3 clusters
  Score: Raw -1454404.796330 + Penalty 3085.040350 = -1451319.755980
  nChanged 15
		SP:Iteration 51Q (89536.210000 sec): 3 clusters
  Score: Raw -1454407.913726 + Penalty 3085.040350 = -1451322.873376
  nChanged 13
		SP:Iteration 52Q (89536.460000 sec): 3 clusters
  Score: Raw -1454409.608599 + Penalty 3085.040350 = -1451324.568249
  nChanged 8
		SP:Iteration 53Q (89536.690000 sec): 3 clusters
  Score: Raw -1454411.073160 + Penalty 3085.040350 = -1451326.032810
  nChanged 0
		SP:Iteration 54F (89536.930000 sec): 3 clusters
  Score: Raw -1454411.073160 + Penalty 3085.040350 = -1451326.032810
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (47645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89537.290000 sec): 2 clusters
  Score: Raw -5231060.092969 + Penalty 1750.374108 = -5229309.718861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89537.780000 sec): 3 clusters
  Score: Raw -5200943.245739 + Penalty 3500.748216 = -5197442.497523
  nChanged 22162
		SP:Iteration 1F (89538.250000 sec): 3 clusters
  Score: Raw -5213635.547916 + Penalty 3500.748216 = -5210134.799700
  nChanged 2125
		SP:Iteration 2Q (89538.750000 sec): 3 clusters
  Score: Raw -5214301.300378 + Penalty 3500.748216 = -5210800.552162
  nChanged 2099
		SP:Iteration 3Q (89539.240000 sec): 3 clusters
  Score: Raw -5215018.924311 + Penalty 3500.748216 = -5211518.176095
  nChanged 2193
		SP:Iteration 4Q (89539.730000 sec): 3 clusters
  Score: Raw -5215821.329744 + Penalty 3500.748216 = -5212320.581528
  nChanged 2271
		SP:Iteration 5Q (89540.180000 sec): 3 clusters
  Score: Raw -5216710.536300 + Penalty 3500.748216 = -5213209.788084
  nChanged 2411
		SP:Iteration 6F (89540.630000 sec): 3 clusters
  Score: Raw -5217768.324626 + Penalty 3500.748216 = -5214267.576411
  nChanged 2583
		SP:Iteration 7F (89541.050000 sec): 3 clusters
  Score: Raw -5219070.558005 + Penalty 3500.748216 = -5215569.809790
  nChanged 2659
		SP:Iteration 8F (89541.460000 sec): 3 clusters
  Score: Raw -5220736.798857 + Penalty 3500.748216 = -5217236.050641
  nChanged 2869
		SP:Iteration 9F (89541.890000 sec): 3 clusters
  Score: Raw -5222863.315716 + Penalty 3500.748216 = -5219362.567501
  nChanged 2741
		SP:Iteration 10F (89542.320000 sec): 3 clusters
  Score: Raw -5225107.422562 + Penalty 3500.748216 = -5221606.674346
  nChanged 2322
		SP:Iteration 11Q (89542.740000 sec): 3 clusters
  Score: Raw -5227120.117617 + Penalty 3500.748216 = -5223619.369401
  nChanged 1748
		SP:Iteration 12Q (89543.290000 sec): 3 clusters
  Score: Raw -5228644.701993 + Penalty 3500.748216 = -5225143.953777
  nChanged 1217
		SP:Iteration 13Q (89543.700000 sec): 3 clusters
  Score: Raw -5229711.311737 + Penalty 3500.748216 = -5226210.563521
  nChanged 733
		SP:Iteration 14Q (89544.060000 sec): 3 clusters
  Score: Raw -5230322.756480 + Penalty 3500.748216 = -5226822.008264
  nChanged 454
		SP:Iteration 15Q (89544.540000 sec): 3 clusters
  Score: Raw -5230702.204638 + Penalty 3500.748216 = -5227201.456422
  nChanged 285
		SP:Iteration 16Q (89544.910000 sec): 3 clusters
  Score: Raw -5230926.193146 + Penalty 3500.748216 = -5227425.444931
  nChanged 195
		SP:Iteration 17Q (89545.340000 sec): 3 clusters
  Score: Raw -5231078.395235 + Penalty 3500.748216 = -5227577.647019
  nChanged 150
		SP:Iteration 18Q (89545.750000 sec): 3 clusters
  Score: Raw -5231195.178958 + Penalty 3500.748216 = -5227694.430742
  nChanged 112
		SP:Iteration 19Q (89546.190000 sec): 3 clusters
  Score: Raw -5231268.133483 + Penalty 3500.748216 = -5227767.385267
  nChanged 79
		SP:Iteration 20F (89546.650000 sec): 3 clusters
  Score: Raw -5231320.332685 + Penalty 3500.748216 = -5227819.584470
  nChanged 58
		SP:Iteration 21Q (89547.020000 sec): 3 clusters
  Score: Raw -5231354.260961 + Penalty 3500.748216 = -5227853.512745
  nChanged 42
		SP:Iteration 22Q (89547.430000 sec): 3 clusters
  Score: Raw -5231375.086611 + Penalty 3500.748216 = -5227874.338396
  nChanged 29
		SP:Iteration 23Q (89547.780000 sec): 3 clusters
  Score: Raw -5231388.704891 + Penalty 3500.748216 = -5227887.956675
  nChanged 23
		SP:Iteration 24Q (89548.260000 sec): 3 clusters
  Score: Raw -5231396.604954 + Penalty 3500.748216 = -5227895.856739
  nChanged 20
		SP:Iteration 25Q (89548.620000 sec): 3 clusters
  Score: Raw -5231407.903416 + Penalty 3500.748216 = -5227907.155200
  nChanged 18
		SP:Iteration 26Q (89549.040000 sec): 3 clusters
  Score: Raw -5231420.661170 + Penalty 3500.748216 = -5227919.912954
  nChanged 19
		SP:Iteration 27Q (89549.420000 sec): 3 clusters
  Score: Raw -5231432.917773 + Penalty 3500.748216 = -5227932.169557
  nChanged 18
		SP:Iteration 28Q (89549.840000 sec): 3 clusters
  Score: Raw -5231444.405699 + Penalty 3500.748216 = -5227943.657483
  nChanged 18
		SP:Iteration 29Q (89550.280000 sec): 3 clusters
  Score: Raw -5231454.488904 + Penalty 3500.748216 = -5227953.740688
  nChanged 16
		SP:Iteration 30Q (89550.600000 sec): 3 clusters
  Score: Raw -5231462.624593 + Penalty 3500.748216 = -5227961.876377
  nChanged 8
		SP:Iteration 31Q (89551.100000 sec): 3 clusters
  Score: Raw -5231465.752940 + Penalty 3500.748216 = -5227965.004724
  nChanged 7
		SP:Iteration 32Q (89551.550000 sec): 3 clusters
  Score: Raw -5231468.996430 + Penalty 3500.748216 = -5227968.248215
  nChanged 5
		SP:Iteration 33Q (89552.010000 sec): 3 clusters
  Score: Raw -5231471.804727 + Penalty 3500.748216 = -5227971.056512
  nChanged 3
		SP:Iteration 34Q (89552.380000 sec): 3 clusters
  Score: Raw -5231472.893766 + Penalty 3500.748216 = -5227972.145550
  nChanged 1
		SP:Iteration 35Q (89552.790000 sec): 3 clusters
  Score: Raw -5231473.283138 + Penalty 3500.748216 = -5227972.534922
  nChanged 1
		SP:Iteration 36Q (89553.220000 sec): 3 clusters
  Score: Raw -5231474.163650 + Penalty 3500.748216 = -5227973.415435
  nChanged 2
		SP:Iteration 37Q (89553.610000 sec): 3 clusters
  Score: Raw -5231475.035460 + Penalty 3500.748216 = -5227974.287244
  nChanged 2
		SP:Iteration 38Q (89554.000000 sec): 3 clusters
  Score: Raw -5231475.417684 + Penalty 3500.748216 = -5227974.669468
  nChanged 0
		SP:Iteration 39F (89554.360000 sec): 3 clusters
  Score: Raw -5231475.417684 + Penalty 3500.748216 = -5227974.669468
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89555.230000 sec): 2 clusters
  Score: Raw -20009837.880698 + Penalty 1964.777218 = -20007873.103479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89556.320000 sec): 3 clusters
  Score: Raw -19891985.094284 + Penalty 3929.554437 = -19888055.539848
  nChanged 86181
		SP:Iteration 1F (89557.510000 sec): 3 clusters
  Score: Raw -19945161.532195 + Penalty 3929.554437 = -19941231.977758
  nChanged 7126
		SP:Iteration 2Q (89558.690000 sec): 3 clusters
  Score: Raw -19947655.453573 + Penalty 3929.554437 = -19943725.899137
  nChanged 8041
		SP:Iteration 3Q (89559.990000 sec): 3 clusters
  Score: Raw -19950802.275433 + Penalty 3929.554437 = -19946872.720996
  nChanged 8648
		SP:Iteration 4Q (89561.120000 sec): 3 clusters
  Score: Raw -19954655.233262 + Penalty 3929.554437 = -19950725.678825
  nChanged 9313
		SP:Iteration 5F (89562.220000 sec): 3 clusters
  Score: Raw -19959246.270590 + Penalty 3929.554437 = -19955316.716154
  nChanged 9725
		SP:Iteration 6F (89563.260000 sec): 3 clusters
  Score: Raw -19964421.760131 + Penalty 3929.554437 = -19960492.205694
  nChanged 9674
		SP:Iteration 7F (89564.370000 sec): 3 clusters
  Score: Raw -19970103.472110 + Penalty 3929.554437 = -19966173.917674
  nChanged 9320
		SP:Iteration 8F (89565.480000 sec): 3 clusters
  Score: Raw -19975960.258536 + Penalty 3929.554437 = -19972030.704099
  nChanged 8420
		SP:Iteration 9Q (89566.650000 sec): 3 clusters
  Score: Raw -19981614.656592 + Penalty 3929.554437 = -19977685.102155
  nChanged 7304
		SP:Iteration 10Q (89567.930000 sec): 3 clusters
  Score: Raw -19986489.680593 + Penalty 3929.554437 = -19982560.126157
  nChanged 6100
		SP:Iteration 11Q (89569.070000 sec): 3 clusters
  Score: Raw -19990318.620206 + Penalty 3929.554437 = -19986389.065769
  nChanged 5268
		SP:Iteration 12Q (89570.350000 sec): 3 clusters
  Score: Raw -19993422.257324 + Penalty 3929.554437 = -19989492.702887
  nChanged 4574
		SP:Iteration 13Q (89571.530000 sec): 3 clusters
  Score: Raw -19995947.818855 + Penalty 3929.554437 = -19992018.264419
  nChanged 4247
		SP:Iteration 14Q (89572.630000 sec): 3 clusters
  Score: Raw -19998273.613504 + Penalty 3929.554437 = -19994344.059067
  nChanged 3816
		SP:Iteration 15Q (89573.830000 sec): 3 clusters
  Score: Raw -20000387.179749 + Penalty 3929.554437 = -19996457.625312
  nChanged 3406
		SP:Iteration 16Q (89574.890000 sec): 3 clusters
  Score: Raw -20002327.615327 + Penalty 3929.554437 = -19998398.060890
  nChanged 3031
		SP:Iteration 17Q (89575.960000 sec): 3 clusters
  Score: Raw -20004140.940352 + Penalty 3929.554437 = -20000211.385916
  nChanged 2588
		SP:Iteration 18Q (89577.020000 sec): 3 clusters
  Score: Raw -20005728.884000 + Penalty 3929.554437 = -20001799.329564
  nChanged 2186
		SP:Iteration 19Q (89578.070000 sec): 3 clusters
  Score: Raw -20007072.862302 + Penalty 3929.554437 = -20003143.307865
  nChanged 1665
		SP:Iteration 20F (89579.080000 sec): 3 clusters
  Score: Raw -20008063.131036 + Penalty 3929.554437 = -20004133.576599
  nChanged 1202
		SP:Iteration 21Q (89580.030000 sec): 3 clusters
  Score: Raw -20008790.277908 + Penalty 3929.554437 = -20004860.723471
  nChanged 842
		SP:Iteration 22Q (89581.140000 sec): 3 clusters
  Score: Raw -20009292.472339 + Penalty 3929.554437 = -20005362.917902
  nChanged 575
		SP:Iteration 23Q (89582.180000 sec): 3 clusters
  Score: Raw -20009615.012195 + Penalty 3929.554437 = -20005685.457758
  nChanged 373
		SP:Iteration 24Q (89583.230000 sec): 3 clusters
  Score: Raw -20009820.859449 + Penalty 3929.554437 = -20005891.305012
  nChanged 283
		SP:Iteration 25Q (89584.350000 sec): 3 clusters
  Score: Raw -20009996.064584 + Penalty 3929.554437 = -20006066.510147
  nChanged 188
		SP:Iteration 26Q (89585.260000 sec): 3 clusters
  Score: Raw -20010103.342063 + Penalty 3929.554437 = -20006173.787627
  nChanged 135
		SP:Iteration 27Q (89586.370000 sec): 3 clusters
  Score: Raw -20010168.070680 + Penalty 3929.554437 = -20006238.516243
  nChanged 94
		SP:Iteration 28Q (89587.420000 sec): 3 clusters
  Score: Raw -20010212.971083 + Penalty 3929.554437 = -20006283.416647
  nChanged 69
		SP:Iteration 29Q (89588.520000 sec): 3 clusters
  Score: Raw -20010238.579149 + Penalty 3929.554437 = -20006309.024712
  nChanged 60
		SP:Iteration 30Q (89589.640000 sec): 3 clusters
  Score: Raw -20010260.689055 + Penalty 3929.554437 = -20006331.134618
  nChanged 45
		SP:Iteration 31Q (89590.590000 sec): 3 clusters
  Score: Raw -20010281.247780 + Penalty 3929.554437 = -20006351.693343
  nChanged 47
		SP:Iteration 32Q (89591.670000 sec): 3 clusters
  Score: Raw -20010301.413482 + Penalty 3929.554437 = -20006371.859045
  nChanged 36
		SP:Iteration 33Q (89592.700000 sec): 3 clusters
  Score: Raw -20010315.940127 + Penalty 3929.554437 = -20006386.385691
  nChanged 28
		SP:Iteration 34Q (89593.650000 sec): 3 clusters
  Score: Raw -20010327.395208 + Penalty 3929.554437 = -20006397.840771
  nChanged 24
		SP:Iteration 35Q (89594.730000 sec): 3 clusters
  Score: Raw -20010335.128615 + Penalty 3929.554437 = -20006405.574179
  nChanged 14
		SP:Iteration 36Q (89595.740000 sec): 3 clusters
  Score: Raw -20010339.462099 + Penalty 3929.554437 = -20006409.907663
  nChanged 8
		SP:Iteration 37Q (89596.880000 sec): 3 clusters
  Score: Raw -20010341.228038 + Penalty 3929.554437 = -20006411.673601
  nChanged 10
		SP:Iteration 38Q (89597.960000 sec): 3 clusters
  Score: Raw -20010343.607217 + Penalty 3929.554437 = -20006414.052780
  nChanged 10
		SP:Iteration 39Q (89599.020000 sec): 3 clusters
  Score: Raw -20010346.516123 + Penalty 3929.554437 = -20006416.961687
  nChanged 10
		SP:Iteration 40F (89600.250000 sec): 3 clusters
  Score: Raw -20010351.534495 + Penalty 3929.554437 = -20006421.980058
  nChanged 15
		SP:Iteration 41Q (89601.380000 sec): 3 clusters
  Score: Raw -20010356.906213 + Penalty 3929.554437 = -20006427.351776
  nChanged 14
		SP:Iteration 42Q (89602.430000 sec): 3 clusters
  Score: Raw -20010363.453316 + Penalty 3929.554437 = -20006433.898879
  nChanged 14
		SP:Iteration 43Q (89603.420000 sec): 3 clusters
  Score: Raw -20010369.710365 + Penalty 3929.554437 = -20006440.155929
  nChanged 11
		SP:Iteration 44Q (89604.540000 sec): 3 clusters
  Score: Raw -20010373.819897 + Penalty 3929.554437 = -20006444.265461
  nChanged 11
		SP:Iteration 45Q (89605.490000 sec): 3 clusters
  Score: Raw -20010378.590702 + Penalty 3929.554437 = -20006449.036265
  nChanged 10
		SP:Iteration 46Q (89606.440000 sec): 3 clusters
  Score: Raw -20010382.456629 + Penalty 3929.554437 = -20006452.902192
  nChanged 9
		SP:Iteration 47Q (89607.400000 sec): 3 clusters
  Score: Raw -20010385.046653 + Penalty 3929.554437 = -20006455.492216
  nChanged 3
		SP:Iteration 48Q (89608.540000 sec): 3 clusters
  Score: Raw -20010385.674932 + Penalty 3929.554437 = -20006456.120495
  nChanged 2
		SP:Iteration 49Q (89609.650000 sec): 3 clusters
  Score: Raw -20010386.204991 + Penalty 3929.554437 = -20006456.650555
  nChanged 1
		SP:Iteration 50Q (89610.720000 sec): 3 clusters
  Score: Raw -20010386.357367 + Penalty 3929.554437 = -20006456.802930
  nChanged 0
		SP:Iteration 51F (89612.040000 sec): 3 clusters
  Score: Raw -20010386.357367 + Penalty 3929.554437 = -20006456.802930
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89612.290000 sec): 2 clusters
  Score: Raw -2266356.131414 + Penalty 1629.133945 = -2264726.997469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89612.560000 sec): 3 clusters
  Score: Raw -2252748.905579 + Penalty 3258.267891 = -2249490.637688
  nChanged 10205
		SP:Iteration 1F (89612.810000 sec): 3 clusters
  Score: Raw -2258720.968663 + Penalty 3258.267891 = -2255462.700772
  nChanged 1440
		SP:Iteration 2F (89613.100000 sec): 3 clusters
  Score: Raw -2259527.798273 + Penalty 3258.267891 = -2256269.530383
  nChanged 1448
		SP:Iteration 3F (89613.430000 sec): 3 clusters
  Score: Raw -2260394.302919 + Penalty 3258.267891 = -2257136.035028
  nChanged 1419
		SP:Iteration 4F (89613.770000 sec): 3 clusters
  Score: Raw -2261247.132765 + Penalty 3258.267891 = -2257988.864874
  nChanged 1305
		SP:Iteration 5F (89614.030000 sec): 3 clusters
  Score: Raw -2262019.840748 + Penalty 3258.267891 = -2258761.572857
  nChanged 1224
		SP:Iteration 6F (89614.280000 sec): 3 clusters
  Score: Raw -2262682.459094 + Penalty 3258.267891 = -2259424.191203
  nChanged 1065
		SP:Iteration 7Q (89614.630000 sec): 3 clusters
  Score: Raw -2263205.743692 + Penalty 3258.267891 = -2259947.475801
  nChanged 907
		SP:Iteration 8Q (89614.970000 sec): 3 clusters
  Score: Raw -2263621.269319 + Penalty 3258.267891 = -2260363.001429
  nChanged 800
		SP:Iteration 9Q (89615.200000 sec): 3 clusters
  Score: Raw -2263950.010653 + Penalty 3258.267891 = -2260691.742763
  nChanged 616
		SP:Iteration 10Q (89615.430000 sec): 3 clusters
  Score: Raw -2264180.020494 + Penalty 3258.267891 = -2260921.752604
  nChanged 527
		SP:Iteration 11Q (89615.750000 sec): 3 clusters
  Score: Raw -2264367.937870 + Penalty 3258.267891 = -2261109.669980
  nChanged 457
		SP:Iteration 12Q (89616.090000 sec): 3 clusters
  Score: Raw -2264511.962723 + Penalty 3258.267891 = -2261253.694833
  nChanged 392
		SP:Iteration 13Q (89616.380000 sec): 3 clusters
  Score: Raw -2264617.502492 + Penalty 3258.267891 = -2261359.234601
  nChanged 333
		SP:Iteration 14Q (89616.720000 sec): 3 clusters
  Score: Raw -2264687.707991 + Penalty 3258.267891 = -2261429.440100
  nChanged 268
		SP:Iteration 15Q (89617.000000 sec): 3 clusters
  Score: Raw -2264745.025353 + Penalty 3258.267891 = -2261486.757462
  nChanged 235
		SP:Iteration 16Q (89617.280000 sec): 3 clusters
  Score: Raw -2264787.323729 + Penalty 3258.267891 = -2261529.055838
  nChanged 201
		SP:Iteration 17Q (89617.610000 sec): 3 clusters
  Score: Raw -2264825.078816 + Penalty 3258.267891 = -2261566.810925
  nChanged 201
		SP:Iteration 18Q (89617.900000 sec): 3 clusters
  Score: Raw -2264861.777977 + Penalty 3258.267891 = -2261603.510086
  nChanged 188
		SP:Iteration 19Q (89618.240000 sec): 3 clusters
  Score: Raw -2264894.918605 + Penalty 3258.267891 = -2261636.650714
  nChanged 181
		SP:Iteration 20F (89618.520000 sec): 3 clusters
  Score: Raw -2264935.529927 + Penalty 3258.267891 = -2261677.262036
  nChanged 191
		SP:Iteration 21Q (89618.860000 sec): 3 clusters
  Score: Raw -2264971.561303 + Penalty 3258.267891 = -2261713.293413
  nChanged 214
		SP:Iteration 22Q (89619.110000 sec): 3 clusters
  Score: Raw -2265014.975398 + Penalty 3258.267891 = -2261756.707508
  nChanged 229
		SP:Iteration 23Q (89619.460000 sec): 3 clusters
  Score: Raw -2265063.240030 + Penalty 3258.267891 = -2261804.972139
  nChanged 250
		SP:Iteration 24Q (89619.770000 sec): 3 clusters
  Score: Raw -2265118.491463 + Penalty 3258.267891 = -2261860.223573
  nChanged 249
		SP:Iteration 25Q (89620.090000 sec): 3 clusters
  Score: Raw -2265180.822532 + Penalty 3258.267891 = -2261922.554642
  nChanged 279
		SP:Iteration 26Q (89620.410000 sec): 3 clusters
  Score: Raw -2265261.997937 + Penalty 3258.267891 = -2262003.730046
  nChanged 302
		SP:Iteration 27Q (89620.710000 sec): 3 clusters
  Score: Raw -2265351.485118 + Penalty 3258.267891 = -2262093.217228
  nChanged 298
		SP:Iteration 28Q (89621.070000 sec): 3 clusters
  Score: Raw -2265448.391545 + Penalty 3258.267891 = -2262190.123654
  nChanged 328
		SP:Iteration 29Q (89621.340000 sec): 3 clusters
  Score: Raw -2265562.022948 + Penalty 3258.267891 = -2262303.755057
  nChanged 320
		SP:Iteration 30Q (89621.670000 sec): 3 clusters
  Score: Raw -2265682.377751 + Penalty 3258.267891 = -2262424.109860
  nChanged 325
		SP:Iteration 31Q (89622.000000 sec): 3 clusters
  Score: Raw -2265818.590219 + Penalty 3258.267891 = -2262560.322329
  nChanged 333
		SP:Iteration 32Q (89622.280000 sec): 3 clusters
  Score: Raw -2265971.073136 + Penalty 3258.267891 = -2262712.805245
  nChanged 337
		SP:Iteration 33Q (89622.620000 sec): 3 clusters
  Score: Raw -2266120.363785 + Penalty 3258.267891 = -2262862.095895
  nChanged 322
		SP:Iteration 34Q (89622.930000 sec): 3 clusters
  Score: Raw -2266272.503206 + Penalty 3258.267891 = -2263014.235315
  nChanged 314
		SP:Iteration 35Q (89623.310000 sec): 3 clusters
  Score: Raw -2266410.592998 + Penalty 3258.267891 = -2263152.325108
  nChanged 270
		SP:Iteration 36Q (89623.670000 sec): 3 clusters
  Score: Raw -2266531.793534 + Penalty 3258.267891 = -2263273.525643
  nChanged 257
		SP:Iteration 37Q (89623.960000 sec): 3 clusters
  Score: Raw -2266641.176586 + Penalty 3258.267891 = -2263382.908695
  nChanged 216
		SP:Iteration 38Q (89624.240000 sec): 3 clusters
  Score: Raw -2266717.865391 + Penalty 3258.267891 = -2263459.597500
  nChanged 178
		SP:Iteration 39Q (89624.550000 sec): 3 clusters
  Score: Raw -2266773.997502 + Penalty 3258.267891 = -2263515.729611
  nChanged 154
		SP:Iteration 40F (89624.860000 sec): 3 clusters
  Score: Raw -2266824.213826 + Penalty 3258.267891 = -2263565.945936
  nChanged 138
		SP:Iteration 41Q (89625.160000 sec): 3 clusters
  Score: Raw -2266864.468816 + Penalty 3258.267891 = -2263606.200925
  nChanged 134
		SP:Iteration 42Q (89625.490000 sec): 3 clusters
  Score: Raw -2266901.131798 + Penalty 3258.267891 = -2263642.863908
  nChanged 111
		SP:Iteration 43Q (89625.770000 sec): 3 clusters
  Score: Raw -2266927.489351 + Penalty 3258.267891 = -2263669.221460
  nChanged 116
		SP:Iteration 44Q (89626.090000 sec): 3 clusters
  Score: Raw -2266958.709648 + Penalty 3258.267891 = -2263700.441758
  nChanged 104
		SP:Iteration 45Q (89626.370000 sec): 3 clusters
  Score: Raw -2266987.756999 + Penalty 3258.267891 = -2263729.489109
  nChanged 105
		SP:Iteration 46Q (89626.690000 sec): 3 clusters
  Score: Raw -2267017.234044 + Penalty 3258.267891 = -2263758.966153
  nChanged 81
		SP:Iteration 47Q (89627.010000 sec): 3 clusters
  Score: Raw -2267040.235001 + Penalty 3258.267891 = -2263781.967110
  nChanged 79
		SP:Iteration 48Q (89627.350000 sec): 3 clusters
  Score: Raw -2267064.543833 + Penalty 3258.267891 = -2263806.275942
  nChanged 68
		SP:Iteration 49Q (89627.680000 sec): 3 clusters
  Score: Raw -2267086.225877 + Penalty 3258.267891 = -2263827.957987
  nChanged 76
		SP:Iteration 50Q (89627.940000 sec): 3 clusters
  Score: Raw -2267108.180069 + Penalty 3258.267891 = -2263849.912178
  nChanged 59
		SP:Iteration 51Q (89628.230000 sec): 3 clusters
  Score: Raw -2267121.695076 + Penalty 3258.267891 = -2263863.427186
  nChanged 50
		SP:Iteration 52Q (89628.510000 sec): 3 clusters
  Score: Raw -2267132.173284 + Penalty 3258.267891 = -2263873.905394
  nChanged 39
		SP:Iteration 53Q (89628.760000 sec): 3 clusters
  Score: Raw -2267141.910389 + Penalty 3258.267891 = -2263883.642499
  nChanged 40
		SP:Iteration 54Q (89629.110000 sec): 3 clusters
  Score: Raw -2267153.269207 + Penalty 3258.267891 = -2263895.001317
  nChanged 44
		SP:Iteration 55Q (89629.470000 sec): 3 clusters
  Score: Raw -2267165.697255 + Penalty 3258.267891 = -2263907.429365
  nChanged 47
		SP:Iteration 56Q (89629.730000 sec): 3 clusters
  Score: Raw -2267179.019006 + Penalty 3258.267891 = -2263920.751116
  nChanged 38
		SP:Iteration 57Q (89630.070000 sec): 3 clusters
  Score: Raw -2267190.074498 + Penalty 3258.267891 = -2263931.806608
  nChanged 45
		SP:Iteration 58Q (89630.430000 sec): 3 clusters
  Score: Raw -2267202.344866 + Penalty 3258.267891 = -2263944.076975
  nChanged 30
		SP:Iteration 59Q (89630.690000 sec): 3 clusters
  Score: Raw -2267209.926756 + Penalty 3258.267891 = -2263951.658866
  nChanged 29
		SP:Iteration 60F (89631.010000 sec): 3 clusters
  Score: Raw -2267217.891389 + Penalty 3258.267891 = -2263959.623498
  nChanged 33
		SP:Iteration 61Q (89631.270000 sec): 3 clusters
  Score: Raw -2267225.715554 + Penalty 3258.267891 = -2263967.447663
  nChanged 29
		SP:Iteration 62Q (89631.550000 sec): 3 clusters
  Score: Raw -2267232.975474 + Penalty 3258.267891 = -2263974.707583
  nChanged 22
		SP:Iteration 63Q (89631.830000 sec): 3 clusters
  Score: Raw -2267237.794758 + Penalty 3258.267891 = -2263979.526868
  nChanged 21
		SP:Iteration 64Q (89632.180000 sec): 3 clusters
  Score: Raw -2267241.831839 + Penalty 3258.267891 = -2263983.563948
  nChanged 20
		SP:Iteration 65Q (89632.460000 sec): 3 clusters
  Score: Raw -2267246.566547 + Penalty 3258.267891 = -2263988.298657
  nChanged 22
		SP:Iteration 66Q (89632.770000 sec): 3 clusters
  Score: Raw -2267251.576008 + Penalty 3258.267891 = -2263993.308117
  nChanged 19
		SP:Iteration 67Q (89633.060000 sec): 3 clusters
  Score: Raw -2267255.913199 + Penalty 3258.267891 = -2263997.645309
  nChanged 22
		SP:Iteration 68Q (89633.370000 sec): 3 clusters
  Score: Raw -2267263.020810 + Penalty 3258.267891 = -2264004.752919
  nChanged 21
		SP:Iteration 69Q (89633.720000 sec): 3 clusters
  Score: Raw -2267270.011812 + Penalty 3258.267891 = -2264011.743921
  nChanged 25
		SP:Iteration 70Q (89633.990000 sec): 3 clusters
  Score: Raw -2267277.354827 + Penalty 3258.267891 = -2264019.086937
  nChanged 30
		SP:Iteration 71Q (89634.230000 sec): 3 clusters
  Score: Raw -2267288.315916 + Penalty 3258.267891 = -2264030.048026
  nChanged 36
		SP:Iteration 72Q (89634.470000 sec): 3 clusters
  Score: Raw -2267303.993731 + Penalty 3258.267891 = -2264045.725840
  nChanged 45
		SP:Iteration 73Q (89634.790000 sec): 3 clusters
  Score: Raw -2267320.173733 + Penalty 3258.267891 = -2264061.905842
  nChanged 33
		SP:Iteration 74Q (89635.080000 sec): 3 clusters
  Score: Raw -2267331.367558 + Penalty 3258.267891 = -2264073.099667
  nChanged 28
		SP:Iteration 75Q (89635.330000 sec): 3 clusters
  Score: Raw -2267340.305406 + Penalty 3258.267891 = -2264082.037516
  nChanged 22
		SP:Iteration 76Q (89635.590000 sec): 3 clusters
  Score: Raw -2267345.990774 + Penalty 3258.267891 = -2264087.722884
  nChanged 14
		SP:Iteration 77Q (89635.910000 sec): 3 clusters
  Score: Raw -2267352.095863 + Penalty 3258.267891 = -2264093.827972
  nChanged 28
		SP:Iteration 78Q (89636.170000 sec): 3 clusters
  Score: Raw -2267361.472064 + Penalty 3258.267891 = -2264103.204174
  nChanged 27
		SP:Iteration 79Q (89636.450000 sec): 3 clusters
  Score: Raw -2267371.372926 + Penalty 3258.267891 = -2264113.105035
  nChanged 28
		SP:Iteration 80F (89636.760000 sec): 3 clusters
  Score: Raw -2267384.576295 + Penalty 3258.267891 = -2264126.308405
  nChanged 22
		SP:Iteration 81Q (89637.060000 sec): 3 clusters
  Score: Raw -2267393.728458 + Penalty 3258.267891 = -2264135.460568
  nChanged 23
		SP:Iteration 82Q (89637.370000 sec): 3 clusters
  Score: Raw -2267404.363505 + Penalty 3258.267891 = -2264146.095614
  nChanged 18
		SP:Iteration 83Q (89637.610000 sec): 3 clusters
  Score: Raw -2267412.388461 + Penalty 3258.267891 = -2264154.120571
  nChanged 16
		SP:Iteration 84Q (89637.940000 sec): 3 clusters
  Score: Raw -2267416.798862 + Penalty 3258.267891 = -2264158.530971
  nChanged 8
		SP:Iteration 85Q (89638.190000 sec): 3 clusters
  Score: Raw -2267418.408371 + Penalty 3258.267891 = -2264160.140481
  nChanged 6
		SP:Iteration 86Q (89638.450000 sec): 3 clusters
  Score: Raw -2267419.681586 + Penalty 3258.267891 = -2264161.413695
  nChanged 4
		SP:Iteration 87Q (89638.760000 sec): 3 clusters
  Score: Raw -2267420.529816 + Penalty 3258.267891 = -2264162.261925
  nChanged 1
		SP:Iteration 88Q (89639.030000 sec): 3 clusters
  Score: Raw -2267420.749439 + Penalty 3258.267891 = -2264162.481548
  nChanged 0
		SP:Iteration 89F (89639.310000 sec): 3 clusters
  Score: Raw -2267420.749439 + Penalty 3258.267891 = -2264162.481548
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89639.510000 sec): 2 clusters
  Score: Raw -1050641.470327 + Penalty 1472.322683 = -1049169.147643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89639.700000 sec): 3 clusters
  Score: Raw -1045836.984624 + Penalty 2944.645367 = -1042892.339257
  nChanged 3634
		SP:Iteration 1F (89639.930000 sec): 3 clusters
  Score: Raw -1047828.011714 + Penalty 2944.645367 = -1044883.366347
  nChanged 559
		SP:Iteration 2F (89640.110000 sec): 3 clusters
  Score: Raw -1048133.783494 + Penalty 2944.645367 = -1045189.138128
  nChanged 497
		SP:Iteration 3F (89640.330000 sec): 3 clusters
  Score: Raw -1048408.580688 + Penalty 2944.645367 = -1045463.935321
  nChanged 441
		SP:Iteration 4F (89640.510000 sec): 3 clusters
  Score: Raw -1048612.329503 + Penalty 2944.645367 = -1045667.684136
  nChanged 393
		SP:Iteration 5Q (89640.730000 sec): 3 clusters
  Score: Raw -1048783.312857 + Penalty 2944.645367 = -1045838.667490
  nChanged 325
		SP:Iteration 6Q (89640.900000 sec): 3 clusters
  Score: Raw -1048925.724398 + Penalty 2944.645367 = -1045981.079031
  nChanged 279
		SP:Iteration 7Q (89641.110000 sec): 3 clusters
  Score: Raw -1049051.030429 + Penalty 2944.645367 = -1046106.385062
  nChanged 269
		SP:Iteration 8Q (89641.310000 sec): 3 clusters
  Score: Raw -1049174.319690 + Penalty 2944.645367 = -1046229.674323
  nChanged 264
		SP:Iteration 9Q (89641.550000 sec): 3 clusters
  Score: Raw -1049309.475119 + Penalty 2944.645367 = -1046364.829752
  nChanged 279
		SP:Iteration 10Q (89641.800000 sec): 3 clusters
  Score: Raw -1049455.810768 + Penalty 2944.645367 = -1046511.165402
  nChanged 275
		SP:Iteration 11Q (89642.010000 sec): 3 clusters
  Score: Raw -1049593.100682 + Penalty 2944.645367 = -1046648.455316
  nChanged 271
		SP:Iteration 12Q (89642.230000 sec): 3 clusters
  Score: Raw -1049744.877361 + Penalty 2944.645367 = -1046800.231995
  nChanged 250
		SP:Iteration 13Q (89642.510000 sec): 3 clusters
  Score: Raw -1049892.187588 + Penalty 2944.645367 = -1046947.542221
  nChanged 249
		SP:Iteration 14Q (89642.710000 sec): 3 clusters
  Score: Raw -1050034.081975 + Penalty 2944.645367 = -1047089.436608
  nChanged 264
		SP:Iteration 15Q (89642.950000 sec): 3 clusters
  Score: Raw -1050151.587805 + Penalty 2944.645367 = -1047206.942439
  nChanged 159
		SP:Iteration 16Q (89643.170000 sec): 3 clusters
  Score: Raw -1050225.519924 + Penalty 2944.645367 = -1047280.874558
  nChanged 158
		SP:Iteration 17Q (89643.440000 sec): 3 clusters
  Score: Raw -1050296.084854 + Penalty 2944.645367 = -1047351.439487
  nChanged 132
		SP:Iteration 18Q (89643.670000 sec): 3 clusters
  Score: Raw -1050345.797058 + Penalty 2944.645367 = -1047401.151692
  nChanged 107
		SP:Iteration 19Q (89643.920000 sec): 3 clusters
  Score: Raw -1050384.042477 + Penalty 2944.645367 = -1047439.397110
  nChanged 98
		SP:Iteration 20F (89644.170000 sec): 3 clusters
  Score: Raw -1050417.414581 + Penalty 2944.645367 = -1047472.769214
  nChanged 92
		SP:Iteration 21Q (89644.400000 sec): 3 clusters
  Score: Raw -1050443.551844 + Penalty 2944.645367 = -1047498.906478
  nChanged 65
		SP:Iteration 22Q (89644.630000 sec): 3 clusters
  Score: Raw -1050459.537698 + Penalty 2944.645367 = -1047514.892331
  nChanged 53
		SP:Iteration 23Q (89644.840000 sec): 3 clusters
  Score: Raw -1050470.963983 + Penalty 2944.645367 = -1047526.318617
  nChanged 38
		SP:Iteration 24Q (89645.070000 sec): 3 clusters
  Score: Raw -1050477.273888 + Penalty 2944.645367 = -1047532.628521
  nChanged 24
		SP:Iteration 25Q (89645.310000 sec): 3 clusters
  Score: Raw -1050481.588204 + Penalty 2944.645367 = -1047536.942837
  nChanged 17
		SP:Iteration 26Q (89645.510000 sec): 3 clusters
  Score: Raw -1050484.097458 + Penalty 2944.645367 = -1047539.452092
  nChanged 15
		SP:Iteration 27Q (89645.700000 sec): 3 clusters
  Score: Raw -1050486.104135 + Penalty 2944.645367 = -1047541.458768
  nChanged 11
		SP:Iteration 28Q (89645.920000 sec): 3 clusters
  Score: Raw -1050487.444012 + Penalty 2944.645367 = -1047542.798646
  nChanged 9
		SP:Iteration 29Q (89646.160000 sec): 3 clusters
  Score: Raw -1050488.379612 + Penalty 2944.645367 = -1047543.734245
  nChanged 7
		SP:Iteration 30Q (89646.390000 sec): 3 clusters
  Score: Raw -1050489.516438 + Penalty 2944.645367 = -1047544.871072
  nChanged 9
		SP:Iteration 31Q (89646.640000 sec): 3 clusters
  Score: Raw -1050490.643597 + Penalty 2944.645367 = -1047545.998230
  nChanged 8
		SP:Iteration 32Q (89646.840000 sec): 3 clusters
  Score: Raw -1050491.536614 + Penalty 2944.645367 = -1047546.891247
  nChanged 7
		SP:Iteration 33Q (89647.090000 sec): 3 clusters
  Score: Raw -1050492.446697 + Penalty 2944.645367 = -1047547.801330
  nChanged 11
		SP:Iteration 34Q (89647.340000 sec): 3 clusters
  Score: Raw -1050494.096383 + Penalty 2944.645367 = -1047549.451016
  nChanged 14
		SP:Iteration 35Q (89647.530000 sec): 3 clusters
  Score: Raw -1050496.368541 + Penalty 2944.645367 = -1047551.723174
  nChanged 17
		SP:Iteration 36Q (89647.770000 sec): 3 clusters
  Score: Raw -1050498.390356 + Penalty 2944.645367 = -1047553.744989
  nChanged 6
		SP:Iteration 37Q (89647.990000 sec): 3 clusters
  Score: Raw -1050498.916217 + Penalty 2944.645367 = -1047554.270850
  nChanged 2
		SP:Iteration 38Q (89648.240000 sec): 3 clusters
  Score: Raw -1050499.172902 + Penalty 2944.645367 = -1047554.527536
  nChanged 3
		SP:Iteration 39Q (89648.460000 sec): 3 clusters
  Score: Raw -1050499.517237 + Penalty 2944.645367 = -1047554.871870
  nChanged 5
		SP:Iteration 40F (89648.730000 sec): 3 clusters
  Score: Raw -1050500.246232 + Penalty 2944.645367 = -1047555.600866
  nChanged 10
		SP:Iteration 41Q (89648.960000 sec): 3 clusters
  Score: Raw -1050501.445431 + Penalty 2944.645367 = -1047556.800064
  nChanged 6
		SP:Iteration 42Q (89649.220000 sec): 3 clusters
  Score: Raw -1050502.160900 + Penalty 2944.645367 = -1047557.515533
  nChanged 6
		SP:Iteration 43Q (89649.490000 sec): 3 clusters
  Score: Raw -1050502.725220 + Penalty 2944.645367 = -1047558.079854
  nChanged 5
		SP:Iteration 44Q (89649.760000 sec): 3 clusters
  Score: Raw -1050503.245649 + Penalty 2944.645367 = -1047558.600282
  nChanged 8
		SP:Iteration 45Q (89650.000000 sec): 3 clusters
  Score: Raw -1050504.416402 + Penalty 2944.645367 = -1047559.771035
  nChanged 8
		SP:Iteration 46Q (89650.210000 sec): 3 clusters
  Score: Raw -1050505.327287 + Penalty 2944.645367 = -1047560.681920
  nChanged 6
		SP:Iteration 47Q (89650.420000 sec): 3 clusters
  Score: Raw -1050506.615982 + Penalty 2944.645367 = -1047561.970615
  nChanged 7
		SP:Iteration 48Q (89650.680000 sec): 3 clusters
  Score: Raw -1050507.849793 + Penalty 2944.645367 = -1047563.204427
  nChanged 10
		SP:Iteration 49Q (89650.850000 sec): 3 clusters
  Score: Raw -1050509.034267 + Penalty 2944.645367 = -1047564.388900
  nChanged 12
		SP:Iteration 50Q (89651.050000 sec): 3 clusters
  Score: Raw -1050510.630520 + Penalty 2944.645367 = -1047565.985153
  nChanged 13
		SP:Iteration 51Q (89651.300000 sec): 3 clusters
  Score: Raw -1050512.608231 + Penalty 2944.645367 = -1047567.962864
  nChanged 16
		SP:Iteration 52Q (89651.580000 sec): 3 clusters
  Score: Raw -1050515.613131 + Penalty 2944.645367 = -1047570.967764
  nChanged 10
		SP:Iteration 53Q (89651.830000 sec): 3 clusters
  Score: Raw -1050517.900101 + Penalty 2944.645367 = -1047573.254734
  nChanged 11
		SP:Iteration 54Q (89652.050000 sec): 3 clusters
  Score: Raw -1050520.260604 + Penalty 2944.645367 = -1047575.615237
  nChanged 14
		SP:Iteration 55Q (89652.300000 sec): 3 clusters
  Score: Raw -1050522.670007 + Penalty 2944.645367 = -1047578.024640
  nChanged 14
		SP:Iteration 56Q (89652.550000 sec): 3 clusters
  Score: Raw -1050525.297746 + Penalty 2944.645367 = -1047580.652380
  nChanged 15
		SP:Iteration 57Q (89652.750000 sec): 3 clusters
  Score: Raw -1050527.682554 + Penalty 2944.645367 = -1047583.037187
  nChanged 12
		SP:Iteration 58Q (89653.010000 sec): 3 clusters
  Score: Raw -1050529.343062 + Penalty 2944.645367 = -1047584.697695
  nChanged 9
		SP:Iteration 59Q (89653.230000 sec): 3 clusters
  Score: Raw -1050530.689373 + Penalty 2944.645367 = -1047586.044007
  nChanged 6
		SP:Iteration 60F (89653.410000 sec): 3 clusters
  Score: Raw -1050532.251086 + Penalty 2944.645367 = -1047587.605719
  nChanged 10
		SP:Iteration 61Q (89653.620000 sec): 3 clusters
  Score: Raw -1050533.934696 + Penalty 2944.645367 = -1047589.289329
  nChanged 13
		SP:Iteration 62Q (89653.860000 sec): 3 clusters
  Score: Raw -1050535.603394 + Penalty 2944.645367 = -1047590.958028
  nChanged 12
		SP:Iteration 63Q (89654.060000 sec): 3 clusters
  Score: Raw -1050537.769015 + Penalty 2944.645367 = -1047593.123649
  nChanged 11
		SP:Iteration 64Q (89654.230000 sec): 3 clusters
  Score: Raw -1050539.349935 + Penalty 2944.645367 = -1047594.704568
  nChanged 14
		SP:Iteration 65Q (89654.460000 sec): 3 clusters
  Score: Raw -1050540.949408 + Penalty 2944.645367 = -1047596.304041
  nChanged 10
		SP:Iteration 66Q (89654.690000 sec): 3 clusters
  Score: Raw -1050541.979111 + Penalty 2944.645367 = -1047597.333745
  nChanged 6
		SP:Iteration 67Q (89654.930000 sec): 3 clusters
  Score: Raw -1050542.813687 + Penalty 2944.645367 = -1047598.168320
  nChanged 6
		SP:Iteration 68Q (89655.150000 sec): 3 clusters
  Score: Raw -1050543.592765 + Penalty 2944.645367 = -1047598.947398
  nChanged 6
		SP:Iteration 69Q (89655.380000 sec): 3 clusters
  Score: Raw -1050544.269151 + Penalty 2944.645367 = -1047599.623784
  nChanged 7
		SP:Iteration 70Q (89655.610000 sec): 3 clusters
  Score: Raw -1050545.207148 + Penalty 2944.645367 = -1047600.561781
  nChanged 8
		SP:Iteration 71Q (89655.810000 sec): 3 clusters
  Score: Raw -1050546.204612 + Penalty 2944.645367 = -1047601.559245
  nChanged 10
		SP:Iteration 72Q (89655.990000 sec): 3 clusters
  Score: Raw -1050547.345355 + Penalty 2944.645367 = -1047602.699988
  nChanged 7
		SP:Iteration 73Q (89656.250000 sec): 3 clusters
  Score: Raw -1050548.790355 + Penalty 2944.645367 = -1047604.144988
  nChanged 6
		SP:Iteration 74Q (89656.500000 sec): 3 clusters
  Score: Raw -1050549.414644 + Penalty 2944.645367 = -1047604.769277
  nChanged 3
		SP:Iteration 75Q (89656.720000 sec): 3 clusters
  Score: Raw -1050549.829011 + Penalty 2944.645367 = -1047605.183644
  nChanged 4
		SP:Iteration 76Q (89656.940000 sec): 3 clusters
  Score: Raw -1050550.273093 + Penalty 2944.645367 = -1047605.627727
  nChanged 1
		SP:Iteration 77Q (89657.150000 sec): 3 clusters
  Score: Raw -1050550.313393 + Penalty 2944.645367 = -1047605.668026
  nChanged 0
		SP:Iteration 78F (89657.370000 sec): 3 clusters
  Score: Raw -1050550.313393 + Penalty 2944.645367 = -1047605.668026
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89657.560000 sec): 2 clusters
  Score: Raw -2770825.336117 + Penalty 1640.540796 = -2769184.795320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89657.830000 sec): 3 clusters
  Score: Raw -2755982.798890 + Penalty 3281.081593 = -2752701.717297
  nChanged 11152
		SP:Iteration 1F (89658.140000 sec): 3 clusters
  Score: Raw -2762379.083418 + Penalty 3281.081593 = -2759098.001825
  nChanged 1285
		SP:Iteration 2F (89658.430000 sec): 3 clusters
  Score: Raw -2762878.748452 + Penalty 3281.081593 = -2759597.666859
  nChanged 1197
		SP:Iteration 3Q (89658.740000 sec): 3 clusters
  Score: Raw -2763422.770165 + Penalty 3281.081593 = -2760141.688573
  nChanged 1240
		SP:Iteration 4F (89659.050000 sec): 3 clusters
  Score: Raw -2764091.435633 + Penalty 3281.081593 = -2760810.354041
  nChanged 1283
		SP:Iteration 5F (89659.350000 sec): 3 clusters
  Score: Raw -2764824.621102 + Penalty 3281.081593 = -2761543.539509
  nChanged 1279
		SP:Iteration 6F (89659.720000 sec): 3 clusters
  Score: Raw -2765532.071560 + Penalty 3281.081593 = -2762250.989967
  nChanged 1218
		SP:Iteration 7F (89660.130000 sec): 3 clusters
  Score: Raw -2766187.552267 + Penalty 3281.081593 = -2762906.470674
  nChanged 1094
		SP:Iteration 8Q (89660.490000 sec): 3 clusters
  Score: Raw -2766697.145723 + Penalty 3281.081593 = -2763416.064131
  nChanged 958
		SP:Iteration 9Q (89660.850000 sec): 3 clusters
  Score: Raw -2767090.945021 + Penalty 3281.081593 = -2763809.863428
  nChanged 786
		SP:Iteration 10Q (89661.140000 sec): 3 clusters
  Score: Raw -2767350.119740 + Penalty 3281.081593 = -2764069.038147
  nChanged 581
		SP:Iteration 11Q (89661.440000 sec): 3 clusters
  Score: Raw -2767525.090912 + Penalty 3281.081593 = -2764244.009320
  nChanged 506
		SP:Iteration 12Q (89661.740000 sec): 3 clusters
  Score: Raw -2767672.598400 + Penalty 3281.081593 = -2764391.516807
  nChanged 431
		SP:Iteration 13Q (89662.010000 sec): 3 clusters
  Score: Raw -2767780.129934 + Penalty 3281.081593 = -2764499.048341
  nChanged 382
		SP:Iteration 14Q (89662.340000 sec): 3 clusters
  Score: Raw -2767871.624548 + Penalty 3281.081593 = -2764590.542955
  nChanged 348
		SP:Iteration 15Q (89662.700000 sec): 3 clusters
  Score: Raw -2767957.737831 + Penalty 3281.081593 = -2764676.656239
  nChanged 346
		SP:Iteration 16Q (89663.020000 sec): 3 clusters
  Score: Raw -2768049.745891 + Penalty 3281.081593 = -2764768.664298
  nChanged 342
		SP:Iteration 17Q (89663.370000 sec): 3 clusters
  Score: Raw -2768130.793662 + Penalty 3281.081593 = -2764849.712070
  nChanged 298
		SP:Iteration 18Q (89663.740000 sec): 3 clusters
  Score: Raw -2768198.844156 + Penalty 3281.081593 = -2764917.762563
  nChanged 279
		SP:Iteration 19Q (89664.010000 sec): 3 clusters
  Score: Raw -2768251.596953 + Penalty 3281.081593 = -2764970.515360
  nChanged 245
		SP:Iteration 20F (89664.340000 sec): 3 clusters
  Score: Raw -2768293.519868 + Penalty 3281.081593 = -2765012.438275
  nChanged 215
		SP:Iteration 21Q (89664.700000 sec): 3 clusters
  Score: Raw -2768325.127360 + Penalty 3281.081593 = -2765044.045767
  nChanged 170
		SP:Iteration 22Q (89665.100000 sec): 3 clusters
  Score: Raw -2768347.002903 + Penalty 3281.081593 = -2765065.921310
  nChanged 151
		SP:Iteration 23Q (89665.450000 sec): 3 clusters
  Score: Raw -2768369.401991 + Penalty 3281.081593 = -2765088.320398
  nChanged 166
		SP:Iteration 24Q (89665.790000 sec): 3 clusters
  Score: Raw -2768394.882282 + Penalty 3281.081593 = -2765113.800690
  nChanged 157
		SP:Iteration 25Q (89666.160000 sec): 3 clusters
  Score: Raw -2768417.412669 + Penalty 3281.081593 = -2765136.331076
  nChanged 139
		SP:Iteration 26Q (89666.450000 sec): 3 clusters
  Score: Raw -2768437.728790 + Penalty 3281.081593 = -2765156.647198
  nChanged 137
		SP:Iteration 27Q (89666.760000 sec): 3 clusters
  Score: Raw -2768455.417323 + Penalty 3281.081593 = -2765174.335730
  nChanged 135
		SP:Iteration 28Q (89667.070000 sec): 3 clusters
  Score: Raw -2768472.412126 + Penalty 3281.081593 = -2765191.330534
  nChanged 134
		SP:Iteration 29Q (89667.460000 sec): 3 clusters
  Score: Raw -2768490.186497 + Penalty 3281.081593 = -2765209.104905
  nChanged 111
		SP:Iteration 30Q (89667.750000 sec): 3 clusters
  Score: Raw -2768503.219852 + Penalty 3281.081593 = -2765222.138259
  nChanged 112
		SP:Iteration 31Q (89668.090000 sec): 3 clusters
  Score: Raw -2768517.436342 + Penalty 3281.081593 = -2765236.354749
  nChanged 137
		SP:Iteration 32Q (89668.390000 sec): 3 clusters
  Score: Raw -2768536.225354 + Penalty 3281.081593 = -2765255.143761
  nChanged 149
		SP:Iteration 33Q (89668.760000 sec): 3 clusters
  Score: Raw -2768556.165793 + Penalty 3281.081593 = -2765275.084200
  nChanged 153
		SP:Iteration 34Q (89669.070000 sec): 3 clusters
  Score: Raw -2768578.375426 + Penalty 3281.081593 = -2765297.293834
  nChanged 161
		SP:Iteration 35Q (89669.360000 sec): 3 clusters
  Score: Raw -2768604.839069 + Penalty 3281.081593 = -2765323.757477
  nChanged 174
		SP:Iteration 36Q (89669.660000 sec): 3 clusters
  Score: Raw -2768634.555987 + Penalty 3281.081593 = -2765353.474394
  nChanged 192
		SP:Iteration 37Q (89669.920000 sec): 3 clusters
  Score: Raw -2768674.202305 + Penalty 3281.081593 = -2765393.120712
  nChanged 213
		SP:Iteration 38Q (89670.210000 sec): 3 clusters
  Score: Raw -2768721.477322 + Penalty 3281.081593 = -2765440.395729
  nChanged 253
		SP:Iteration 39Q (89670.520000 sec): 3 clusters
  Score: Raw -2768788.741884 + Penalty 3281.081593 = -2765507.660291
  nChanged 279
		SP:Iteration 40F (89670.860000 sec): 3 clusters
  Score: Raw -2768872.662887 + Penalty 3281.081593 = -2765591.581295
  nChanged 317
		SP:Iteration 41Q (89671.130000 sec): 3 clusters
  Score: Raw -2768977.254682 + Penalty 3281.081593 = -2765696.173089
  nChanged 365
		SP:Iteration 42Q (89671.410000 sec): 3 clusters
  Score: Raw -2769102.600704 + Penalty 3281.081593 = -2765821.519111
  nChanged 391
		SP:Iteration 43Q (89671.800000 sec): 3 clusters
  Score: Raw -2769250.965070 + Penalty 3281.081593 = -2765969.883477
  nChanged 450
		SP:Iteration 44Q (89672.120000 sec): 3 clusters
  Score: Raw -2769433.935720 + Penalty 3281.081593 = -2766152.854127
  nChanged 438
		SP:Iteration 45Q (89672.380000 sec): 3 clusters
  Score: Raw -2769640.251708 + Penalty 3281.081593 = -2766359.170115
  nChanged 480
		SP:Iteration 46Q (89672.680000 sec): 3 clusters
  Score: Raw -2769887.470192 + Penalty 3281.081593 = -2766606.388599
  nChanged 477
		SP:Iteration 47Q (89673.040000 sec): 3 clusters
  Score: Raw -2770136.001720 + Penalty 3281.081593 = -2766854.920127
  nChanged 433
		SP:Iteration 48Q (89673.350000 sec): 3 clusters
  Score: Raw -2770361.783822 + Penalty 3281.081593 = -2767080.702230
  nChanged 373
		SP:Iteration 49Q (89673.640000 sec): 3 clusters
  Score: Raw -2770537.221151 + Penalty 3281.081593 = -2767256.139558
  nChanged 288
		SP:Iteration 50Q (89673.930000 sec): 3 clusters
  Score: Raw -2770669.986902 + Penalty 3281.081593 = -2767388.905309
  nChanged 231
		SP:Iteration 51Q (89674.210000 sec): 3 clusters
  Score: Raw -2770776.913907 + Penalty 3281.081593 = -2767495.832314
  nChanged 192
		SP:Iteration 52Q (89674.510000 sec): 3 clusters
  Score: Raw -2770867.493955 + Penalty 3281.081593 = -2767586.412362
  nChanged 164
		SP:Iteration 53Q (89674.870000 sec): 3 clusters
  Score: Raw -2770949.155021 + Penalty 3281.081593 = -2767668.073429
  nChanged 147
		SP:Iteration 54Q (89675.140000 sec): 3 clusters
  Score: Raw -2771019.754769 + Penalty 3281.081593 = -2767738.673176
  nChanged 108
		SP:Iteration 55Q (89675.490000 sec): 3 clusters
  Score: Raw -2771070.569278 + Penalty 3281.081593 = -2767789.487685
  nChanged 95
		SP:Iteration 56Q (89675.780000 sec): 3 clusters
  Score: Raw -2771112.967888 + Penalty 3281.081593 = -2767831.886295
  nChanged 71
		SP:Iteration 57Q (89676.040000 sec): 3 clusters
  Score: Raw -2771140.850080 + Penalty 3281.081593 = -2767859.768487
  nChanged 51
		SP:Iteration 58Q (89676.330000 sec): 3 clusters
  Score: Raw -2771161.860427 + Penalty 3281.081593 = -2767880.778834
  nChanged 52
		SP:Iteration 59Q (89676.650000 sec): 3 clusters
  Score: Raw -2771182.224033 + Penalty 3281.081593 = -2767901.142440
  nChanged 43
		SP:Iteration 60F (89676.930000 sec): 3 clusters
  Score: Raw -2771198.009328 + Penalty 3281.081593 = -2767916.927736
  nChanged 29
		SP:Iteration 61Q (89677.190000 sec): 3 clusters
  Score: Raw -2771206.298951 + Penalty 3281.081593 = -2767925.217358
  nChanged 14
		SP:Iteration 62Q (89677.460000 sec): 3 clusters
  Score: Raw -2771211.057541 + Penalty 3281.081593 = -2767929.975948
  nChanged 13
		SP:Iteration 63Q (89677.740000 sec): 3 clusters
  Score: Raw -2771214.521611 + Penalty 3281.081593 = -2767933.440018
  nChanged 6
		SP:Iteration 64Q (89677.980000 sec): 3 clusters
  Score: Raw -2771216.139695 + Penalty 3281.081593 = -2767935.058103
  nChanged 9
		SP:Iteration 65Q (89678.320000 sec): 3 clusters
  Score: Raw -2771219.005394 + Penalty 3281.081593 = -2767937.923801
  nChanged 2
		SP:Iteration 66Q (89678.560000 sec): 3 clusters
  Score: Raw -2771219.720360 + Penalty 3281.081593 = -2767938.638767
  nChanged 1
		SP:Iteration 67Q (89678.930000 sec): 3 clusters
  Score: Raw -2771219.999610 + Penalty 3281.081593 = -2767938.918017
  nChanged 1
		SP:Iteration 68Q (89679.280000 sec): 3 clusters
  Score: Raw -2771220.162375 + Penalty 3281.081593 = -2767939.080783
  nChanged 0
		SP:Iteration 69F (89679.620000 sec): 3 clusters
  Score: Raw -2771220.162375 + Penalty 3281.081593 = -2767939.080783
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89679.770000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89679.930000 sec): 3 clusters
  Score: Raw -55157.685670 + Penalty 1996.860331 = -53160.825339
  nChanged 97
		SP:Iteration 1F (89680.110000 sec): 3 clusters
  Score: Raw -55300.965865 + Penalty 1996.860331 = -53304.105534
  nChanged 29
		SP:Iteration 2F (89680.290000 sec): 3 clusters
  Score: Raw -55356.239970 + Penalty 1996.860331 = -53359.379639
  nChanged 10
		SP:Iteration 3Q (89680.470000 sec): 3 clusters
  Score: Raw -55375.621214 + Penalty 1996.860331 = -53378.760883
  nChanged 8
		SP:Iteration 4Q (89680.660000 sec): 3 clusters
  Score: Raw -55384.994856 + Penalty 1996.860331 = -53388.134525
  nChanged 7
		SP:Iteration 5Q (89680.820000 sec): 3 clusters
  Score: Raw -55395.287721 + Penalty 1996.860331 = -53398.427390
  nChanged 7
		SP:Iteration 6Q (89681.000000 sec): 3 clusters
  Score: Raw -55411.650224 + Penalty 1996.860331 = -53414.789893
  nChanged 7
		SP:Iteration 7Q (89681.220000 sec): 3 clusters
  Score: Raw -55420.917533 + Penalty 1996.860331 = -53424.057202
  nChanged 4
		SP:Iteration 8Q (89681.410000 sec): 3 clusters
  Score: Raw -55423.647866 + Penalty 1996.860331 = -53426.787535
  nChanged 1
		SP:Iteration 9Q (89681.580000 sec): 3 clusters
  Score: Raw -55424.126608 + Penalty 1996.860331 = -53427.266277
  nChanged 1
		SP:Iteration 10Q (89681.710000 sec): 3 clusters
  Score: Raw -55424.721035 + Penalty 1996.860331 = -53427.860704
  nChanged 2
		SP:Iteration 11Q (89681.940000 sec): 3 clusters
  Score: Raw -55426.888900 + Penalty 1996.860331 = -53430.028569
  nChanged 0
		SP:Iteration 12F (89682.140000 sec): 3 clusters
  Score: Raw -55426.888900 + Penalty 1996.860331 = -53430.028569
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89682.400000 sec): 2 clusters
  Score: Raw -3131637.802796 + Penalty 1658.756403 = -3129979.046393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89682.730000 sec): 3 clusters
  Score: Raw -3115077.874589 + Penalty 3317.512807 = -3111760.361782
  nChanged 12369
		SP:Iteration 1F (89683.020000 sec): 3 clusters
  Score: Raw -3121908.664910 + Penalty 3317.512807 = -3118591.152103
  nChanged 1317
		SP:Iteration 2Q (89683.370000 sec): 3 clusters
  Score: Raw -3122372.561071 + Penalty 3317.512807 = -3119055.048264
  nChanged 1230
		SP:Iteration 3Q (89683.660000 sec): 3 clusters
  Score: Raw -3122838.977894 + Penalty 3317.512807 = -3119521.465087
  nChanged 1304
		SP:Iteration 4Q (89683.990000 sec): 3 clusters
  Score: Raw -3123462.460368 + Penalty 3317.512807 = -3120144.947561
  nChanged 1413
		SP:Iteration 5F (89684.250000 sec): 3 clusters
  Score: Raw -3124245.378509 + Penalty 3317.512807 = -3120927.865702
  nChanged 1573
		SP:Iteration 6F (89684.630000 sec): 3 clusters
  Score: Raw -3125181.021203 + Penalty 3317.512807 = -3121863.508397
  nChanged 1555
		SP:Iteration 7F (89684.930000 sec): 3 clusters
  Score: Raw -3126108.011940 + Penalty 3317.512807 = -3122790.499133
  nChanged 1401
		SP:Iteration 8F (89685.220000 sec): 3 clusters
  Score: Raw -3126868.432673 + Penalty 3317.512807 = -3123550.919866
  nChanged 1228
		SP:Iteration 9Q (89685.560000 sec): 3 clusters
  Score: Raw -3127466.249950 + Penalty 3317.512807 = -3124148.737143
  nChanged 1028
		SP:Iteration 10Q (89685.860000 sec): 3 clusters
  Score: Raw -3127937.468280 + Penalty 3317.512807 = -3124619.955473
  nChanged 822
		SP:Iteration 11Q (89686.180000 sec): 3 clusters
  Score: Raw -3128279.158351 + Penalty 3317.512807 = -3124961.645544
  nChanged 731
		SP:Iteration 12Q (89686.570000 sec): 3 clusters
  Score: Raw -3128553.166226 + Penalty 3317.512807 = -3125235.653419
  nChanged 638
		SP:Iteration 13Q (89686.880000 sec): 3 clusters
  Score: Raw -3128775.492566 + Penalty 3317.512807 = -3125457.979759
  nChanged 566
		SP:Iteration 14Q (89687.230000 sec): 3 clusters
  Score: Raw -3128976.973715 + Penalty 3317.512807 = -3125659.460908
  nChanged 516
		SP:Iteration 15Q (89687.610000 sec): 3 clusters
  Score: Raw -3129149.500897 + Penalty 3317.512807 = -3125831.988090
  nChanged 487
		SP:Iteration 16Q (89687.990000 sec): 3 clusters
  Score: Raw -3129311.026109 + Penalty 3317.512807 = -3125993.513302
  nChanged 472
		SP:Iteration 17Q (89688.340000 sec): 3 clusters
  Score: Raw -3129464.284749 + Penalty 3317.512807 = -3126146.771942
  nChanged 461
		SP:Iteration 18Q (89688.650000 sec): 3 clusters
  Score: Raw -3129615.910253 + Penalty 3317.512807 = -3126298.397446
  nChanged 458
		SP:Iteration 19Q (89688.970000 sec): 3 clusters
  Score: Raw -3129778.684067 + Penalty 3317.512807 = -3126461.171260
  nChanged 463
		SP:Iteration 20F (89689.250000 sec): 3 clusters
  Score: Raw -3129952.915528 + Penalty 3317.512807 = -3126635.402721
  nChanged 469
		SP:Iteration 21Q (89689.550000 sec): 3 clusters
  Score: Raw -3130136.493500 + Penalty 3317.512807 = -3126818.980693
  nChanged 451
		SP:Iteration 22Q (89689.880000 sec): 3 clusters
  Score: Raw -3130327.850371 + Penalty 3317.512807 = -3127010.337564
  nChanged 460
		SP:Iteration 23Q (89690.270000 sec): 3 clusters
  Score: Raw -3130522.090075 + Penalty 3317.512807 = -3127204.577268
  nChanged 448
		SP:Iteration 24Q (89690.550000 sec): 3 clusters
  Score: Raw -3130716.601859 + Penalty 3317.512807 = -3127399.089052
  nChanged 404
		SP:Iteration 25Q (89690.820000 sec): 3 clusters
  Score: Raw -3130895.201159 + Penalty 3317.512807 = -3127577.688353
  nChanged 359
		SP:Iteration 26Q (89691.160000 sec): 3 clusters
  Score: Raw -3131048.495960 + Penalty 3317.512807 = -3127730.983153
  nChanged 323
		SP:Iteration 27Q (89691.470000 sec): 3 clusters
  Score: Raw -3131180.640289 + Penalty 3317.512807 = -3127863.127483
  nChanged 284
		SP:Iteration 28Q (89691.770000 sec): 3 clusters
  Score: Raw -3131313.524716 + Penalty 3317.512807 = -3127996.011910
  nChanged 270
		SP:Iteration 29Q (89692.120000 sec): 3 clusters
  Score: Raw -3131450.667016 + Penalty 3317.512807 = -3128133.154210
  nChanged 243
		SP:Iteration 30Q (89692.450000 sec): 3 clusters
  Score: Raw -3131579.697960 + Penalty 3317.512807 = -3128262.185153
  nChanged 203
		SP:Iteration 31Q (89692.780000 sec): 3 clusters
  Score: Raw -3131681.648047 + Penalty 3317.512807 = -3128364.135240
  nChanged 159
		SP:Iteration 32Q (89693.090000 sec): 3 clusters
  Score: Raw -3131759.761726 + Penalty 3317.512807 = -3128442.248919
  nChanged 128
		SP:Iteration 33Q (89693.450000 sec): 3 clusters
  Score: Raw -3131831.192120 + Penalty 3317.512807 = -3128513.679313
  nChanged 106
		SP:Iteration 34Q (89693.870000 sec): 3 clusters
  Score: Raw -3131884.723670 + Penalty 3317.512807 = -3128567.210863
  nChanged 83
		SP:Iteration 35Q (89694.150000 sec): 3 clusters
  Score: Raw -3131928.296912 + Penalty 3317.512807 = -3128610.784105
  nChanged 64
		SP:Iteration 36Q (89694.460000 sec): 3 clusters
  Score: Raw -3131958.182372 + Penalty 3317.512807 = -3128640.669565
  nChanged 48
		SP:Iteration 37Q (89694.770000 sec): 3 clusters
  Score: Raw -3131981.617612 + Penalty 3317.512807 = -3128664.104805
  nChanged 41
		SP:Iteration 38Q (89695.060000 sec): 3 clusters
  Score: Raw -3131998.252963 + Penalty 3317.512807 = -3128680.740157
  nChanged 32
		SP:Iteration 39Q (89695.360000 sec): 3 clusters
  Score: Raw -3132010.764793 + Penalty 3317.512807 = -3128693.251986
  nChanged 23
		SP:Iteration 40F (89695.680000 sec): 3 clusters
  Score: Raw -3132018.342506 + Penalty 3317.512807 = -3128700.829699
  nChanged 24
		SP:Iteration 41Q (89695.940000 sec): 3 clusters
  Score: Raw -3132029.552223 + Penalty 3317.512807 = -3128712.039416
  nChanged 30
		SP:Iteration 42Q (89696.290000 sec): 3 clusters
  Score: Raw -3132044.165581 + Penalty 3317.512807 = -3128726.652774
  nChanged 34
		SP:Iteration 43Q (89696.570000 sec): 3 clusters
  Score: Raw -3132060.005728 + Penalty 3317.512807 = -3128742.492921
  nChanged 24
		SP:Iteration 44Q (89696.880000 sec): 3 clusters
  Score: Raw -3132070.416217 + Penalty 3317.512807 = -3128752.903410
  nChanged 21
		SP:Iteration 45Q (89697.180000 sec): 3 clusters
  Score: Raw -3132078.888840 + Penalty 3317.512807 = -3128761.376033
  nChanged 15
		SP:Iteration 46Q (89697.530000 sec): 3 clusters
  Score: Raw -3132086.846716 + Penalty 3317.512807 = -3128769.333909
  nChanged 12
		SP:Iteration 47Q (89697.870000 sec): 3 clusters
  Score: Raw -3132090.513879 + Penalty 3317.512807 = -3128773.001072
  nChanged 9
		SP:Iteration 48Q (89698.120000 sec): 3 clusters
  Score: Raw -3132094.383701 + Penalty 3317.512807 = -3128776.870894
  nChanged 10
		SP:Iteration 49Q (89698.420000 sec): 3 clusters
  Score: Raw -3132099.746560 + Penalty 3317.512807 = -3128782.233753
  nChanged 16
		SP:Iteration 50Q (89698.730000 sec): 3 clusters
  Score: Raw -3132107.690089 + Penalty 3317.512807 = -3128790.177282
  nChanged 16
		SP:Iteration 51Q (89699.030000 sec): 3 clusters
  Score: Raw -3132115.794313 + Penalty 3317.512807 = -3128798.281506
  nChanged 12
		SP:Iteration 52Q (89699.320000 sec): 3 clusters
  Score: Raw -3132120.685159 + Penalty 3317.512807 = -3128803.172353
  nChanged 7
		SP:Iteration 53Q (89699.660000 sec): 3 clusters
  Score: Raw -3132123.741915 + Penalty 3317.512807 = -3128806.229108
  nChanged 3
		SP:Iteration 54Q (89699.940000 sec): 3 clusters
  Score: Raw -3132124.987438 + Penalty 3317.512807 = -3128807.474631
  nChanged 4
		SP:Iteration 55Q (89700.260000 sec): 3 clusters
  Score: Raw -3132126.351933 + Penalty 3317.512807 = -3128808.839126
  nChanged 3
		SP:Iteration 56Q (89700.580000 sec): 3 clusters
  Score: Raw -3132127.921464 + Penalty 3317.512807 = -3128810.408657
  nChanged 4
		SP:Iteration 57Q (89700.840000 sec): 3 clusters
  Score: Raw -3132129.023011 + Penalty 3317.512807 = -3128811.510204
  nChanged 4
		SP:Iteration 58Q (89701.180000 sec): 3 clusters
  Score: Raw -3132130.736879 + Penalty 3317.512807 = -3128813.224072
  nChanged 4
		SP:Iteration 59Q (89701.470000 sec): 3 clusters
  Score: Raw -3132132.630839 + Penalty 3317.512807 = -3128815.118032
  nChanged 4
		SP:Iteration 60F (89701.780000 sec): 3 clusters
  Score: Raw -3132134.025954 + Penalty 3317.512807 = -3128816.513148
  nChanged 2
		SP:Iteration 61Q (89702.140000 sec): 3 clusters
  Score: Raw -3132135.491366 + Penalty 3317.512807 = -3128817.978559
  nChanged 4
		SP:Iteration 62Q (89702.460000 sec): 3 clusters
  Score: Raw -3132137.684484 + Penalty 3317.512807 = -3128820.171677
  nChanged 2
		SP:Iteration 63Q (89702.770000 sec): 3 clusters
  Score: Raw -3132138.494174 + Penalty 3317.512807 = -3128820.981367
  nChanged 3
		SP:Iteration 64Q (89703.090000 sec): 3 clusters
  Score: Raw -3132139.219970 + Penalty 3317.512807 = -3128821.707163
  nChanged 3
		SP:Iteration 65Q (89703.410000 sec): 3 clusters
  Score: Raw -3132140.341311 + Penalty 3317.512807 = -3128822.828504
  nChanged 3
		SP:Iteration 66Q (89703.720000 sec): 3 clusters
  Score: Raw -3132141.103637 + Penalty 3317.512807 = -3128823.590830
  nChanged 0
		SP:Iteration 67F (89704.100000 sec): 3 clusters
  Score: Raw -3132141.103637 + Penalty 3317.512807 = -3128823.590830
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89704.150000 sec): 2 clusters
  Score: Raw -43762.826522 + Penalty 984.227402 = -42778.599119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89704.310000 sec): 3 clusters
  Score: Raw -43756.269080 + Penalty 1968.454804 = -41787.814275
  nChanged 95
		SP:Iteration 1F (89704.470000 sec): 3 clusters
  Score: Raw -43952.012005 + Penalty 1968.454804 = -41983.557201
  nChanged 27
		SP:Iteration 2F (89704.630000 sec): 3 clusters
  Score: Raw -44018.051857 + Penalty 1968.454804 = -42049.597053
  nChanged 19
		SP:Iteration 3Q (89704.790000 sec): 3 clusters
  Score: Raw -44067.987905 + Penalty 1968.454804 = -42099.533101
  nChanged 13
		SP:Iteration 4Q (89704.950000 sec): 3 clusters
  Score: Raw -44102.257430 + Penalty 1968.454804 = -42133.802626
  nChanged 7
		SP:Iteration 5Q (89705.110000 sec): 3 clusters
  Score: Raw -44114.232076 + Penalty 1968.454804 = -42145.777272
  nChanged 3
		SP:Iteration 6Q (89705.270000 sec): 3 clusters
  Score: Raw -44120.381445 + Penalty 1968.454804 = -42151.926641
  nChanged 4
		SP:Iteration 7Q (89705.430000 sec): 3 clusters
  Score: Raw -44131.889644 + Penalty 1968.454804 = -42163.434840
  nChanged 1
		SP:Iteration 8Q (89705.590000 sec): 3 clusters
  Score: Raw -44132.503889 + Penalty 1968.454804 = -42164.049085
  nChanged 1
		SP:Iteration 9Q (89705.750000 sec): 3 clusters
  Score: Raw -44136.150506 + Penalty 1968.454804 = -42167.695702
  nChanged 3
		SP:Iteration 10Q (89705.910000 sec): 3 clusters
  Score: Raw -44142.923529 + Penalty 1968.454804 = -42174.468724
  nChanged 1
		SP:Iteration 11Q (89706.070000 sec): 3 clusters
  Score: Raw -44144.017686 + Penalty 1968.454804 = -42175.562882
  nChanged 1
		SP:Iteration 12Q (89706.230000 sec): 3 clusters
  Score: Raw -44145.551309 + Penalty 1968.454804 = -42177.096505
  nChanged 0
		SP:Iteration 13F (89706.390000 sec): 3 clusters
  Score: Raw -44145.551309 + Penalty 1968.454804 = -42177.096505
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89706.520000 sec): 2 clusters
  Score: Raw -502459.763922 + Penalty 1358.549633 = -501101.214289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89706.670000 sec): 3 clusters
  Score: Raw -500299.797940 + Penalty 2717.099267 = -497582.698673
  nChanged 1713
		SP:Iteration 1F (89706.830000 sec): 3 clusters
  Score: Raw -501319.847907 + Penalty 2717.099267 = -498602.748640
  nChanged 329
		SP:Iteration 2F (89707.000000 sec): 3 clusters
  Score: Raw -501527.106599 + Penalty 2717.099267 = -498810.007332
  nChanged 239
		SP:Iteration 3F (89707.160000 sec): 3 clusters
  Score: Raw -501668.691516 + Penalty 2717.099267 = -498951.592249
  nChanged 197
		SP:Iteration 4Q (89707.360000 sec): 3 clusters
  Score: Raw -501789.455574 + Penalty 2717.099267 = -499072.356307
  nChanged 173
		SP:Iteration 5Q (89707.520000 sec): 3 clusters
  Score: Raw -501873.093372 + Penalty 2717.099267 = -499155.994106
  nChanged 125
		SP:Iteration 6Q (89707.680000 sec): 3 clusters
  Score: Raw -501931.284609 + Penalty 2717.099267 = -499214.185342
  nChanged 105
		SP:Iteration 7Q (89707.840000 sec): 3 clusters
  Score: Raw -501978.720394 + Penalty 2717.099267 = -499261.621128
  nChanged 90
		SP:Iteration 8Q (89708.000000 sec): 3 clusters
  Score: Raw -502022.915042 + Penalty 2717.099267 = -499305.815775
  nChanged 75
		SP:Iteration 9Q (89708.160000 sec): 3 clusters
  Score: Raw -502053.929012 + Penalty 2717.099267 = -499336.829745
  nChanged 62
		SP:Iteration 10Q (89708.320000 sec): 3 clusters
  Score: Raw -502079.722133 + Penalty 2717.099267 = -499362.622866
  nChanged 55
		SP:Iteration 11Q (89708.520000 sec): 3 clusters
  Score: Raw -502097.239787 + Penalty 2717.099267 = -499380.140521
  nChanged 42
		SP:Iteration 12Q (89708.670000 sec): 3 clusters
  Score: Raw -502110.124169 + Penalty 2717.099267 = -499393.024903
  nChanged 34
		SP:Iteration 13Q (89708.830000 sec): 3 clusters
  Score: Raw -502123.121646 + Penalty 2717.099267 = -499406.022379
  nChanged 33
		SP:Iteration 14Q (89708.990000 sec): 3 clusters
  Score: Raw -502133.151350 + Penalty 2717.099267 = -499416.052083
  nChanged 31
		SP:Iteration 15Q (89709.150000 sec): 3 clusters
  Score: Raw -502143.472407 + Penalty 2717.099267 = -499426.373140
  nChanged 35
		SP:Iteration 16Q (89709.310000 sec): 3 clusters
  Score: Raw -502154.250687 + Penalty 2717.099267 = -499437.151420
  nChanged 25
		SP:Iteration 17Q (89709.470000 sec): 3 clusters
  Score: Raw -502161.824020 + Penalty 2717.099267 = -499444.724754
  nChanged 31
		SP:Iteration 18Q (89709.670000 sec): 3 clusters
  Score: Raw -502172.369097 + Penalty 2717.099267 = -499455.269830
  nChanged 36
		SP:Iteration 19Q (89709.870000 sec): 3 clusters
  Score: Raw -502184.930935 + Penalty 2717.099267 = -499467.831668
  nChanged 34
		SP:Iteration 20F (89710.050000 sec): 3 clusters
  Score: Raw -502196.082928 + Penalty 2717.099267 = -499478.983661
  nChanged 31
		SP:Iteration 21Q (89710.220000 sec): 3 clusters
  Score: Raw -502206.482300 + Penalty 2717.099267 = -499489.383033
  nChanged 26
		SP:Iteration 22Q (89710.350000 sec): 3 clusters
  Score: Raw -502214.064731 + Penalty 2717.099267 = -499496.965464
  nChanged 22
		SP:Iteration 23Q (89710.510000 sec): 3 clusters
  Score: Raw -502219.861765 + Penalty 2717.099267 = -499502.762498
  nChanged 17
		SP:Iteration 24Q (89710.670000 sec): 3 clusters
  Score: Raw -502224.849405 + Penalty 2717.099267 = -499507.750138
  nChanged 15
		SP:Iteration 25Q (89710.830000 sec): 3 clusters
  Score: Raw -502228.267081 + Penalty 2717.099267 = -499511.167814
  nChanged 16
		SP:Iteration 26Q (89710.990000 sec): 3 clusters
  Score: Raw -502234.150696 + Penalty 2717.099267 = -499517.051429
  nChanged 25
		SP:Iteration 27Q (89711.170000 sec): 3 clusters
  Score: Raw -502242.544169 + Penalty 2717.099267 = -499525.444903
  nChanged 19
		SP:Iteration 28Q (89711.340000 sec): 3 clusters
  Score: Raw -502247.524978 + Penalty 2717.099267 = -499530.425711
  nChanged 20
		SP:Iteration 29Q (89711.500000 sec): 3 clusters
  Score: Raw -502252.071135 + Penalty 2717.099267 = -499534.971868
  nChanged 18
		SP:Iteration 30Q (89711.690000 sec): 3 clusters
  Score: Raw -502256.181432 + Penalty 2717.099267 = -499539.082165
  nChanged 15
		SP:Iteration 31Q (89711.890000 sec): 3 clusters
  Score: Raw -502260.128192 + Penalty 2717.099267 = -499543.028926
  nChanged 17
		SP:Iteration 32Q (89712.070000 sec): 3 clusters
  Score: Raw -502264.439007 + Penalty 2717.099267 = -499547.339741
  nChanged 16
		SP:Iteration 33Q (89712.200000 sec): 3 clusters
  Score: Raw -502270.408527 + Penalty 2717.099267 = -499553.309261
  nChanged 19
		SP:Iteration 34Q (89712.360000 sec): 3 clusters
  Score: Raw -502276.164493 + Penalty 2717.099267 = -499559.065226
  nChanged 22
		SP:Iteration 35Q (89712.520000 sec): 3 clusters
  Score: Raw -502282.020580 + Penalty 2717.099267 = -499564.921313
  nChanged 13
		SP:Iteration 36Q (89712.680000 sec): 3 clusters
  Score: Raw -502285.936862 + Penalty 2717.099267 = -499568.837595
  nChanged 10
		SP:Iteration 37Q (89712.840000 sec): 3 clusters
  Score: Raw -502288.215727 + Penalty 2717.099267 = -499571.116461
  nChanged 7
		SP:Iteration 38Q (89713.000000 sec): 3 clusters
  Score: Raw -502290.683370 + Penalty 2717.099267 = -499573.584103
  nChanged 11
		SP:Iteration 39Q (89713.160000 sec): 3 clusters
  Score: Raw -502294.133667 + Penalty 2717.099267 = -499577.034400
  nChanged 16
		SP:Iteration 40F (89713.320000 sec): 3 clusters
  Score: Raw -502299.170068 + Penalty 2717.099267 = -499582.070802
  nChanged 13
		SP:Iteration 41Q (89713.480000 sec): 3 clusters
  Score: Raw -502304.032664 + Penalty 2717.099267 = -499586.933398
  nChanged 17
		SP:Iteration 42Q (89713.640000 sec): 3 clusters
  Score: Raw -502308.871409 + Penalty 2717.099267 = -499591.772143
  nChanged 15
		SP:Iteration 43Q (89713.800000 sec): 3 clusters
  Score: Raw -502311.877741 + Penalty 2717.099267 = -499594.778474
  nChanged 10
		SP:Iteration 44Q (89713.960000 sec): 3 clusters
  Score: Raw -502313.838860 + Penalty 2717.099267 = -499596.739594
  nChanged 9
		SP:Iteration 45Q (89714.120000 sec): 3 clusters
  Score: Raw -502316.554023 + Penalty 2717.099267 = -499599.454756
  nChanged 13
		SP:Iteration 46Q (89714.280000 sec): 3 clusters
  Score: Raw -502320.031063 + Penalty 2717.099267 = -499602.931797
  nChanged 25
		SP:Iteration 47Q (89714.440000 sec): 3 clusters
  Score: Raw -502331.066154 + Penalty 2717.099267 = -499613.966887
  nChanged 27
		SP:Iteration 48Q (89714.600000 sec): 3 clusters
  Score: Raw -502343.033055 + Penalty 2717.099267 = -499625.933789
  nChanged 34
		SP:Iteration 49Q (89714.760000 sec): 3 clusters
  Score: Raw -502355.632959 + Penalty 2717.099267 = -499638.533693
  nChanged 34
		SP:Iteration 50Q (89714.920000 sec): 3 clusters
  Score: Raw -502367.416216 + Penalty 2717.099267 = -499650.316950
  nChanged 32
		SP:Iteration 51Q (89715.080000 sec): 3 clusters
  Score: Raw -502378.045418 + Penalty 2717.099267 = -499660.946151
  nChanged 30
		SP:Iteration 52Q (89715.240000 sec): 3 clusters
  Score: Raw -502388.888207 + Penalty 2717.099267 = -499671.788940
  nChanged 31
		SP:Iteration 53Q (89715.400000 sec): 3 clusters
  Score: Raw -502398.808614 + Penalty 2717.099267 = -499681.709348
  nChanged 21
		SP:Iteration 54Q (89715.560000 sec): 3 clusters
  Score: Raw -502406.666485 + Penalty 2717.099267 = -499689.567218
  nChanged 29
		SP:Iteration 55Q (89715.720000 sec): 3 clusters
  Score: Raw -502415.928780 + Penalty 2717.099267 = -499698.829514
  nChanged 33
		SP:Iteration 56Q (89715.880000 sec): 3 clusters
  Score: Raw -502431.446532 + Penalty 2717.099267 = -499714.347265
  nChanged 37
		SP:Iteration 57Q (89716.090000 sec): 3 clusters
  Score: Raw -502448.234366 + Penalty 2717.099267 = -499731.135100
  nChanged 34
		SP:Iteration 58Q (89716.240000 sec): 3 clusters
  Score: Raw -502463.463288 + Penalty 2717.099267 = -499746.364022
  nChanged 33
		SP:Iteration 59Q (89716.390000 sec): 3 clusters
  Score: Raw -502477.999264 + Penalty 2717.099267 = -499760.899998
  nChanged 31
		SP:Iteration 60F (89716.530000 sec): 3 clusters
  Score: Raw -502490.896361 + Penalty 2717.099267 = -499773.797094
  nChanged 27
		SP:Iteration 61Q (89716.670000 sec): 3 clusters
  Score: Raw -502501.590780 + Penalty 2717.099267 = -499784.491513
  nChanged 32
		SP:Iteration 62Q (89716.800000 sec): 3 clusters
  Score: Raw -502513.115758 + Penalty 2717.099267 = -499796.016492
  nChanged 28
		SP:Iteration 63Q (89716.940000 sec): 3 clusters
  Score: Raw -502522.764317 + Penalty 2717.099267 = -499805.665050
  nChanged 28
		SP:Iteration 64Q (89717.040000 sec): 3 clusters
  Score: Raw -502531.700089 + Penalty 2717.099267 = -499814.600823
  nChanged 14
		SP:Iteration 65Q (89717.240000 sec): 3 clusters
  Score: Raw -502535.739250 + Penalty 2717.099267 = -499818.639984
  nChanged 17
		SP:Iteration 66Q (89717.410000 sec): 3 clusters
  Score: Raw -502540.431871 + Penalty 2717.099267 = -499823.332604
  nChanged 11
		SP:Iteration 67Q (89717.570000 sec): 3 clusters
  Score: Raw -502543.340763 + Penalty 2717.099267 = -499826.241496
  nChanged 12
		SP:Iteration 68Q (89717.730000 sec): 3 clusters
  Score: Raw -502548.519507 + Penalty 2717.099267 = -499831.420240
  nChanged 15
		SP:Iteration 69Q (89717.890000 sec): 3 clusters
  Score: Raw -502555.584967 + Penalty 2717.099267 = -499838.485700
  nChanged 22
		SP:Iteration 70Q (89718.050000 sec): 3 clusters
  Score: Raw -502566.270370 + Penalty 2717.099267 = -499849.171104
  nChanged 17
		SP:Iteration 71Q (89718.210000 sec): 3 clusters
  Score: Raw -502571.431793 + Penalty 2717.099267 = -499854.332527
  nChanged 20
		SP:Iteration 72Q (89718.370000 sec): 3 clusters
  Score: Raw -502579.542863 + Penalty 2717.099267 = -499862.443597
  nChanged 22
		SP:Iteration 73Q (89718.530000 sec): 3 clusters
  Score: Raw -502589.549008 + Penalty 2717.099267 = -499872.449741
  nChanged 18
		SP:Iteration 74Q (89718.690000 sec): 3 clusters
  Score: Raw -502597.232653 + Penalty 2717.099267 = -499880.133387
  nChanged 17
		SP:Iteration 75Q (89718.850000 sec): 3 clusters
  Score: Raw -502604.583594 + Penalty 2717.099267 = -499887.484327
  nChanged 18
		SP:Iteration 76Q (89719.010000 sec): 3 clusters
  Score: Raw -502610.375242 + Penalty 2717.099267 = -499893.275975
  nChanged 12
		SP:Iteration 77Q (89719.170000 sec): 3 clusters
  Score: Raw -502615.434938 + Penalty 2717.099267 = -499898.335671
  nChanged 15
		SP:Iteration 78Q (89719.330000 sec): 3 clusters
  Score: Raw -502621.400048 + Penalty 2717.099267 = -499904.300781
  nChanged 20
		SP:Iteration 79Q (89719.490000 sec): 3 clusters
  Score: Raw -502628.269748 + Penalty 2717.099267 = -499911.170482
  nChanged 11
		SP:Iteration 80F (89719.650000 sec): 3 clusters
  Score: Raw -502632.003420 + Penalty 2717.099267 = -499914.904153
  nChanged 9
		SP:Iteration 81Q (89719.810000 sec): 3 clusters
  Score: Raw -502635.921072 + Penalty 2717.099267 = -499918.821805
  nChanged 9
		SP:Iteration 82Q (89719.970000 sec): 3 clusters
  Score: Raw -502639.243448 + Penalty 2717.099267 = -499922.144181
  nChanged 10
		SP:Iteration 83Q (89720.130000 sec): 3 clusters
  Score: Raw -502642.323753 + Penalty 2717.099267 = -499925.224486
  nChanged 10
		SP:Iteration 84Q (89720.300000 sec): 3 clusters
  Score: Raw -502646.146259 + Penalty 2717.099267 = -499929.046993
  nChanged 13
		SP:Iteration 85Q (89720.500000 sec): 3 clusters
  Score: Raw -502650.462400 + Penalty 2717.099267 = -499933.363134
  nChanged 15
		SP:Iteration 86Q (89720.660000 sec): 3 clusters
  Score: Raw -502656.806557 + Penalty 2717.099267 = -499939.707290
  nChanged 18
		SP:Iteration 87Q (89720.830000 sec): 3 clusters
  Score: Raw -502665.170778 + Penalty 2717.099267 = -499948.071512
  nChanged 19
		SP:Iteration 88Q (89721.010000 sec): 3 clusters
  Score: Raw -502671.538039 + Penalty 2717.099267 = -499954.438773
  nChanged 10
		SP:Iteration 89Q (89721.150000 sec): 3 clusters
  Score: Raw -502674.051882 + Penalty 2717.099267 = -499956.952615
  nChanged 6
		SP:Iteration 90Q (89721.300000 sec): 3 clusters
  Score: Raw -502675.674632 + Penalty 2717.099267 = -499958.575365
  nChanged 2
		SP:Iteration 91Q (89721.470000 sec): 3 clusters
  Score: Raw -502676.533591 + Penalty 2717.099267 = -499959.434324
  nChanged 1
		SP:Iteration 92Q (89721.640000 sec): 3 clusters
  Score: Raw -502676.695497 + Penalty 2717.099267 = -499959.596230
  nChanged 0
		SP:Iteration 93F (89721.850000 sec): 3 clusters
  Score: Raw -502676.695497 + Penalty 2717.099267 = -499959.596230
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89721.920000 sec): 2 clusters
  Score: Raw -84796.133376 + Penalty 1068.223027 = -83727.910348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89722.100000 sec): 3 clusters
  Score: Raw -84633.589644 + Penalty 2136.446054 = -82497.143590
  nChanged 212
		SP:Iteration 1F (89722.290000 sec): 3 clusters
  Score: Raw -84845.068773 + Penalty 2136.446054 = -82708.622719
  nChanged 53
		SP:Iteration 2F (89722.470000 sec): 3 clusters
  Score: Raw -84904.388647 + Penalty 2136.446054 = -82767.942593
  nChanged 31
		SP:Iteration 3Q (89722.610000 sec): 3 clusters
  Score: Raw -84951.233928 + Penalty 2136.446054 = -82814.787874
  nChanged 18
		SP:Iteration 4Q (89722.740000 sec): 3 clusters
  Score: Raw -84975.336736 + Penalty 2136.446054 = -82838.890682
  nChanged 16
		SP:Iteration 5Q (89722.910000 sec): 3 clusters
  Score: Raw -85004.526756 + Penalty 2136.446054 = -82868.080701
  nChanged 24
		SP:Iteration 6Q (89723.090000 sec): 3 clusters
  Score: Raw -85052.366249 + Penalty 2136.446054 = -82915.920195
  nChanged 18
		SP:Iteration 7Q (89723.220000 sec): 3 clusters
  Score: Raw -85078.849543 + Penalty 2136.446054 = -82942.403488
  nChanged 12
		SP:Iteration 8Q (89723.430000 sec): 3 clusters
  Score: Raw -85115.469584 + Penalty 2136.446054 = -82979.023530
  nChanged 13
		SP:Iteration 9Q (89723.590000 sec): 3 clusters
  Score: Raw -85143.974411 + Penalty 2136.446054 = -83007.528357
  nChanged 14
		SP:Iteration 10Q (89723.790000 sec): 3 clusters
  Score: Raw -85165.510125 + Penalty 2136.446054 = -83029.064071
  nChanged 9
		SP:Iteration 11Q (89723.950000 sec): 3 clusters
  Score: Raw -85174.634014 + Penalty 2136.446054 = -83038.187960
  nChanged 10
		SP:Iteration 12Q (89724.140000 sec): 3 clusters
  Score: Raw -85188.320263 + Penalty 2136.446054 = -83051.874208
  nChanged 6
		SP:Iteration 13Q (89724.320000 sec): 3 clusters
  Score: Raw -85195.307625 + Penalty 2136.446054 = -83058.861571
  nChanged 4
		SP:Iteration 14Q (89724.560000 sec): 3 clusters
  Score: Raw -85203.481794 + Penalty 2136.446054 = -83067.035740
  nChanged 6
		SP:Iteration 15Q (89724.670000 sec): 3 clusters
  Score: Raw -85212.339904 + Penalty 2136.446054 = -83075.893850
  nChanged 10
		SP:Iteration 16Q (89724.860000 sec): 3 clusters
  Score: Raw -85223.300301 + Penalty 2136.446054 = -83086.854247
  nChanged 9
		SP:Iteration 17Q (89725.080000 sec): 3 clusters
  Score: Raw -85233.439872 + Penalty 2136.446054 = -83096.993818
  nChanged 11
		SP:Iteration 18Q (89725.180000 sec): 3 clusters
  Score: Raw -85258.459958 + Penalty 2136.446054 = -83122.013904
  nChanged 8
		SP:Iteration 19Q (89725.340000 sec): 3 clusters
  Score: Raw -85269.394265 + Penalty 2136.446054 = -83132.948210
  nChanged 6
		SP:Iteration 20F (89725.480000 sec): 3 clusters
  Score: Raw -85277.864095 + Penalty 2136.446054 = -83141.418041
  nChanged 8
		SP:Iteration 21Q (89725.630000 sec): 3 clusters
  Score: Raw -85285.620238 + Penalty 2136.446054 = -83149.174184
  nChanged 5
		SP:Iteration 22Q (89725.780000 sec): 3 clusters
  Score: Raw -85292.220014 + Penalty 2136.446054 = -83155.773960
  nChanged 2
		SP:Iteration 23Q (89725.930000 sec): 3 clusters
  Score: Raw -85293.787370 + Penalty 2136.446054 = -83157.341315
  nChanged 2
		SP:Iteration 24Q (89726.050000 sec): 3 clusters
  Score: Raw -85295.630633 + Penalty 2136.446054 = -83159.184578
  nChanged 1
		SP:Iteration 25Q (89726.240000 sec): 3 clusters
  Score: Raw -85297.342463 + Penalty 2136.446054 = -83160.896408
  nChanged 0
		SP:Iteration 26F (89726.400000 sec): 3 clusters
  Score: Raw -85297.342463 + Penalty 2136.446054 = -83160.896408
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89726.540000 sec): 2 clusters
  Score: Raw -207839.217142 + Penalty 1228.766784 = -206610.450358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89726.740000 sec): 3 clusters
  Score: Raw -207014.586571 + Penalty 2457.533567 = -204557.053004
  nChanged 671
		SP:Iteration 1F (89726.870000 sec): 3 clusters
  Score: Raw -207456.817750 + Penalty 2457.533567 = -204999.284183
  nChanged 154
		SP:Iteration 2F (89727.050000 sec): 3 clusters
  Score: Raw -207591.527168 + Penalty 2457.533567 = -205133.993601
  nChanged 105
		SP:Iteration 3F (89727.250000 sec): 3 clusters
  Score: Raw -207681.291933 + Penalty 2457.533567 = -205223.758365
  nChanged 71
		SP:Iteration 4Q (89727.370000 sec): 3 clusters
  Score: Raw -207732.668352 + Penalty 2457.533567 = -205275.134785
  nChanged 60
		SP:Iteration 5Q (89727.550000 sec): 3 clusters
  Score: Raw -207791.454346 + Penalty 2457.533567 = -205333.920779
  nChanged 71
		SP:Iteration 6Q (89727.720000 sec): 3 clusters
  Score: Raw -207859.888720 + Penalty 2457.533567 = -205402.355153
  nChanged 61
		SP:Iteration 7Q (89727.910000 sec): 3 clusters
  Score: Raw -207919.956193 + Penalty 2457.533567 = -205462.422626
  nChanged 55
		SP:Iteration 8Q (89728.030000 sec): 3 clusters
  Score: Raw -207965.319448 + Penalty 2457.533567 = -205507.785881
  nChanged 56
		SP:Iteration 9Q (89728.230000 sec): 3 clusters
  Score: Raw -208029.001194 + Penalty 2457.533567 = -205571.467627
  nChanged 59
		SP:Iteration 10Q (89728.390000 sec): 3 clusters
  Score: Raw -208086.115332 + Penalty 2457.533567 = -205628.581765
  nChanged 59
		SP:Iteration 11Q (89728.590000 sec): 3 clusters
  Score: Raw -208137.682036 + Penalty 2457.533567 = -205680.148468
  nChanged 47
		SP:Iteration 12Q (89728.790000 sec): 3 clusters
  Score: Raw -208190.628868 + Penalty 2457.533567 = -205733.095301
  nChanged 44
		SP:Iteration 13Q (89729.000000 sec): 3 clusters
  Score: Raw -208230.954614 + Penalty 2457.533567 = -205773.421047
  nChanged 42
		SP:Iteration 14Q (89729.130000 sec): 3 clusters
  Score: Raw -208271.954511 + Penalty 2457.533567 = -205814.420944
  nChanged 42
		SP:Iteration 15Q (89729.300000 sec): 3 clusters
  Score: Raw -208310.066137 + Penalty 2457.533567 = -205852.532569
  nChanged 43
		SP:Iteration 16Q (89729.460000 sec): 3 clusters
  Score: Raw -208349.481216 + Penalty 2457.533567 = -205891.947649
  nChanged 40
		SP:Iteration 17Q (89729.630000 sec): 3 clusters
  Score: Raw -208384.592813 + Penalty 2457.533567 = -205927.059245
  nChanged 45
		SP:Iteration 18Q (89729.760000 sec): 3 clusters
  Score: Raw -208421.836092 + Penalty 2457.533567 = -205964.302525
  nChanged 43
		SP:Iteration 19Q (89729.890000 sec): 3 clusters
  Score: Raw -208453.060331 + Penalty 2457.533567 = -205995.526764
  nChanged 34
		SP:Iteration 20F (89730.020000 sec): 3 clusters
  Score: Raw -208473.963078 + Penalty 2457.533567 = -206016.429510
  nChanged 20
		SP:Iteration 21Q (89730.150000 sec): 3 clusters
  Score: Raw -208489.881757 + Penalty 2457.533567 = -206032.348190
  nChanged 20
		SP:Iteration 22Q (89730.280000 sec): 3 clusters
  Score: Raw -208502.109275 + Penalty 2457.533567 = -206044.575708
  nChanged 13
		SP:Iteration 23Q (89730.420000 sec): 3 clusters
  Score: Raw -208508.304970 + Penalty 2457.533567 = -206050.771403
  nChanged 6
		SP:Iteration 24Q (89730.600000 sec): 3 clusters
  Score: Raw -208511.521280 + Penalty 2457.533567 = -206053.987713
  nChanged 7
		SP:Iteration 25Q (89730.790000 sec): 3 clusters
  Score: Raw -208515.203878 + Penalty 2457.533567 = -206057.670310
  nChanged 7
		SP:Iteration 26Q (89730.920000 sec): 3 clusters
  Score: Raw -208520.047497 + Penalty 2457.533567 = -206062.513930
  nChanged 9
		SP:Iteration 27Q (89731.100000 sec): 3 clusters
  Score: Raw -208526.969278 + Penalty 2457.533567 = -206069.435711
  nChanged 7
		SP:Iteration 28Q (89731.280000 sec): 3 clusters
  Score: Raw -208530.482685 + Penalty 2457.533567 = -206072.949118
  nChanged 7
		SP:Iteration 29Q (89731.470000 sec): 3 clusters
  Score: Raw -208535.368714 + Penalty 2457.533567 = -206077.835147
  nChanged 13
		SP:Iteration 30Q (89731.700000 sec): 3 clusters
  Score: Raw -208547.043600 + Penalty 2457.533567 = -206089.510032
  nChanged 13
		SP:Iteration 31Q (89731.860000 sec): 3 clusters
  Score: Raw -208555.956894 + Penalty 2457.533567 = -206098.423326
  nChanged 7
		SP:Iteration 32Q (89732.010000 sec): 3 clusters
  Score: Raw -208560.153008 + Penalty 2457.533567 = -206102.619440
  nChanged 6
		SP:Iteration 33Q (89732.190000 sec): 3 clusters
  Score: Raw -208571.007728 + Penalty 2457.533567 = -206113.474161
  nChanged 9
		SP:Iteration 34Q (89732.370000 sec): 3 clusters
  Score: Raw -208583.779804 + Penalty 2457.533567 = -206126.246236
  nChanged 10
		SP:Iteration 35Q (89732.550000 sec): 3 clusters
  Score: Raw -208592.914000 + Penalty 2457.533567 = -206135.380433
  nChanged 7
		SP:Iteration 36Q (89732.730000 sec): 3 clusters
  Score: Raw -208597.115517 + Penalty 2457.533567 = -206139.581950
  nChanged 3
		SP:Iteration 37Q (89732.930000 sec): 3 clusters
  Score: Raw -208598.849754 + Penalty 2457.533567 = -206141.316187
  nChanged 3
		SP:Iteration 38Q (89733.170000 sec): 3 clusters
  Score: Raw -208600.725163 + Penalty 2457.533567 = -206143.191595
  nChanged 1
		SP:Iteration 39Q (89733.360000 sec): 3 clusters
  Score: Raw -208601.023274 + Penalty 2457.533567 = -206143.489707
  nChanged 0
		SP:Iteration 40F (89733.570000 sec): 3 clusters
  Score: Raw -208601.023274 + Penalty 2457.533567 = -206143.489707
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89733.650000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89733.850000 sec): 3 clusters
  Score: Raw -17748.621951 + Penalty 1706.988864 = -16041.633087
  nChanged 26
		SP:Iteration 1F (89734.020000 sec): 3 clusters
  Score: Raw -17846.072199 + Penalty 1706.988864 = -16139.083335
  nChanged 7
		SP:Iteration 2Q (89734.170000 sec): 3 clusters
  Score: Raw -17883.176797 + Penalty 1706.988864 = -16176.187933
  nChanged 4
		SP:Iteration 3Q (89734.360000 sec): 3 clusters
  Score: Raw -17930.120204 + Penalty 1706.988864 = -16223.131340
  nChanged 5
		SP:Iteration 4Q (89734.540000 sec): 3 clusters
  Score: Raw -17979.800646 + Penalty 1706.988864 = -16272.811782
  nChanged 2
		SP:Iteration 5Q (89734.710000 sec): 3 clusters
  Score: Raw -18023.431265 + Penalty 1706.988864 = -16316.442401
  nChanged 2
		SP:Iteration 6Q (89734.910000 sec): 3 clusters
  Score: Raw -18037.869325 + Penalty 1706.988864 = -16330.880461
  nChanged 1
		SP:Iteration 7Q (89735.070000 sec): 3 clusters
  Score: Raw -18043.966898 + Penalty 1706.988864 = -16336.978033
  nChanged 0
		SP:Iteration 8F (89735.240000 sec): 3 clusters
  Score: Raw -18043.966898 + Penalty 1706.988864 = -16336.978033
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89735.310000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89735.460000 sec): 3 clusters
  Score: Raw -13511.053168 + Penalty 1626.282549 = -11884.770618
  nChanged 32
		SP:Iteration 1F (89735.610000 sec): 3 clusters
  Score: Raw -13732.248631 + Penalty 1626.282549 = -12105.966082
  nChanged 13
		SP:Iteration 2F (89735.760000 sec): 3 clusters
  Score: Raw -13842.150023 + Penalty 1626.282549 = -12215.867474
  nChanged 6
		SP:Iteration 3Q (89735.860000 sec): 3 clusters
  Score: Raw -13876.252203 + Penalty 1626.282549 = -12249.969653
  nChanged 1
		SP:Iteration 4Q (89736.040000 sec): 3 clusters
  Score: Raw -13881.744660 + Penalty 1626.282549 = -12255.462110
  nChanged 1
		SP:Iteration 5Q (89736.210000 sec): 3 clusters
  Score: Raw -13887.811228 + Penalty 1626.282549 = -12261.528678
  nChanged 0
		SP:Iteration 6F (89736.420000 sec): 3 clusters
  Score: Raw -13887.811228 + Penalty 1626.282549 = -12261.528678
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (19515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89736.670000 sec): 2 clusters
  Score: Raw -1879445.428522 + Penalty 1605.327535 = -1877840.100987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89737.000000 sec): 3 clusters
  Score: Raw -1867668.279277 + Penalty 3210.655071 = -1864457.624207
  nChanged 8852
		SP:Iteration 1F (89737.330000 sec): 3 clusters
  Score: Raw -1872704.646236 + Penalty 3210.655071 = -1869493.991165
  nChanged 1167
		SP:Iteration 2F (89737.680000 sec): 3 clusters
  Score: Raw -1873221.842944 + Penalty 3210.655071 = -1870011.187873
  nChanged 1072
		SP:Iteration 3F (89737.930000 sec): 3 clusters
  Score: Raw -1873717.383977 + Penalty 3210.655071 = -1870506.728906
  nChanged 1021
		SP:Iteration 4F (89738.250000 sec): 3 clusters
  Score: Raw -1874211.508580 + Penalty 3210.655071 = -1871000.853509
  nChanged 1032
		SP:Iteration 5F (89738.510000 sec): 3 clusters
  Score: Raw -1874711.509992 + Penalty 3210.655071 = -1871500.854922
  nChanged 992
		SP:Iteration 6F (89738.770000 sec): 3 clusters
  Score: Raw -1875235.211250 + Penalty 3210.655071 = -1872024.556179
  nChanged 949
		SP:Iteration 7Q (89739.090000 sec): 3 clusters
  Score: Raw -1875788.267629 + Penalty 3210.655071 = -1872577.612558
  nChanged 968
		SP:Iteration 8Q (89739.330000 sec): 3 clusters
  Score: Raw -1876349.538319 + Penalty 3210.655071 = -1873138.883248
  nChanged 883
		SP:Iteration 9Q (89739.640000 sec): 3 clusters
  Score: Raw -1876801.921542 + Penalty 3210.655071 = -1873591.266471
  nChanged 718
		SP:Iteration 10Q (89739.910000 sec): 3 clusters
  Score: Raw -1877122.968150 + Penalty 3210.655071 = -1873912.313079
  nChanged 574
		SP:Iteration 11Q (89740.190000 sec): 3 clusters
  Score: Raw -1877346.540813 + Penalty 3210.655071 = -1874135.885742
  nChanged 461
		SP:Iteration 12Q (89740.450000 sec): 3 clusters
  Score: Raw -1877497.864547 + Penalty 3210.655071 = -1874287.209476
  nChanged 374
		SP:Iteration 13Q (89740.700000 sec): 3 clusters
  Score: Raw -1877605.219881 + Penalty 3210.655071 = -1874394.564810
  nChanged 271
		SP:Iteration 14Q (89740.970000 sec): 3 clusters
  Score: Raw -1877658.905600 + Penalty 3210.655071 = -1874448.250529
  nChanged 197
		SP:Iteration 15Q (89741.230000 sec): 3 clusters
  Score: Raw -1877690.741459 + Penalty 3210.655071 = -1874480.086388
  nChanged 141
		SP:Iteration 16Q (89741.450000 sec): 3 clusters
  Score: Raw -1877714.219010 + Penalty 3210.655071 = -1874503.563940
  nChanged 134
		SP:Iteration 17Q (89741.740000 sec): 3 clusters
  Score: Raw -1877735.098181 + Penalty 3210.655071 = -1874524.443110
  nChanged 124
		SP:Iteration 18Q (89741.990000 sec): 3 clusters
  Score: Raw -1877753.046524 + Penalty 3210.655071 = -1874542.391454
  nChanged 106
		SP:Iteration 19Q (89742.230000 sec): 3 clusters
  Score: Raw -1877765.534154 + Penalty 3210.655071 = -1874554.879083
  nChanged 77
		SP:Iteration 20F (89742.570000 sec): 3 clusters
  Score: Raw -1877776.052142 + Penalty 3210.655071 = -1874565.397071
  nChanged 72
		SP:Iteration 21Q (89742.860000 sec): 3 clusters
  Score: Raw -1877783.310529 + Penalty 3210.655071 = -1874572.655458
  nChanged 66
		SP:Iteration 22Q (89743.130000 sec): 3 clusters
  Score: Raw -1877790.003824 + Penalty 3210.655071 = -1874579.348753
  nChanged 41
		SP:Iteration 23Q (89743.410000 sec): 3 clusters
  Score: Raw -1877793.433624 + Penalty 3210.655071 = -1874582.778553
  nChanged 28
		SP:Iteration 24Q (89743.700000 sec): 3 clusters
  Score: Raw -1877796.124324 + Penalty 3210.655071 = -1874585.469253
  nChanged 33
		SP:Iteration 25Q (89744.030000 sec): 3 clusters
  Score: Raw -1877798.834203 + Penalty 3210.655071 = -1874588.179133
  nChanged 30
		SP:Iteration 26Q (89744.260000 sec): 3 clusters
  Score: Raw -1877800.671811 + Penalty 3210.655071 = -1874590.016740
  nChanged 21
		SP:Iteration 27Q (89744.560000 sec): 3 clusters
  Score: Raw -1877801.978374 + Penalty 3210.655071 = -1874591.323303
  nChanged 16
		SP:Iteration 28Q (89744.850000 sec): 3 clusters
  Score: Raw -1877803.019720 + Penalty 3210.655071 = -1874592.364650
  nChanged 18
		SP:Iteration 29Q (89745.150000 sec): 3 clusters
  Score: Raw -1877804.358434 + Penalty 3210.655071 = -1874593.703363
  nChanged 14
		SP:Iteration 30Q (89745.410000 sec): 3 clusters
  Score: Raw -1877805.061476 + Penalty 3210.655071 = -1874594.406405
  nChanged 11
		SP:Iteration 31Q (89745.690000 sec): 3 clusters
  Score: Raw -1877805.555699 + Penalty 3210.655071 = -1874594.900628
  nChanged 14
		SP:Iteration 32Q (89745.970000 sec): 3 clusters
  Score: Raw -1877806.154890 + Penalty 3210.655071 = -1874595.499819
  nChanged 7
		SP:Iteration 33Q (89746.200000 sec): 3 clusters
  Score: Raw -1877806.475072 + Penalty 3210.655071 = -1874595.820001
  nChanged 4
		SP:Iteration 34Q (89746.500000 sec): 3 clusters
  Score: Raw -1877806.674173 + Penalty 3210.655071 = -1874596.019102
  nChanged 4
		SP:Iteration 35Q (89746.730000 sec): 3 clusters
  Score: Raw -1877806.938390 + Penalty 3210.655071 = -1874596.283319
  nChanged 8
		SP:Iteration 36Q (89747.020000 sec): 3 clusters
  Score: Raw -1877807.298181 + Penalty 3210.655071 = -1874596.643111
  nChanged 6
		SP:Iteration 37Q (89747.280000 sec): 3 clusters
  Score: Raw -1877807.571091 + Penalty 3210.655071 = -1874596.916020
  nChanged 7
		SP:Iteration 38Q (89747.560000 sec): 3 clusters
  Score: Raw -1877808.096681 + Penalty 3210.655071 = -1874597.441610
  nChanged 9
		SP:Iteration 39Q (89747.870000 sec): 3 clusters
  Score: Raw -1877808.737759 + Penalty 3210.655071 = -1874598.082688
  nChanged 13
		SP:Iteration 40F (89748.170000 sec): 3 clusters
  Score: Raw -1877809.426986 + Penalty 3210.655071 = -1874598.771915
  nChanged 10
		SP:Iteration 41Q (89748.450000 sec): 3 clusters
  Score: Raw -1877810.106221 + Penalty 3210.655071 = -1874599.451150
  nChanged 14
		SP:Iteration 42Q (89748.730000 sec): 3 clusters
  Score: Raw -1877811.052642 + Penalty 3210.655071 = -1874600.397571
  nChanged 20
		SP:Iteration 43Q (89749.030000 sec): 3 clusters
  Score: Raw -1877813.460508 + Penalty 3210.655071 = -1874602.805437
  nChanged 28
		SP:Iteration 44Q (89749.320000 sec): 3 clusters
  Score: Raw -1877816.167910 + Penalty 3210.655071 = -1874605.512839
  nChanged 26
		SP:Iteration 45Q (89749.630000 sec): 3 clusters
  Score: Raw -1877818.275872 + Penalty 3210.655071 = -1874607.620801
  nChanged 30
		SP:Iteration 46Q (89750.000000 sec): 3 clusters
  Score: Raw -1877820.804642 + Penalty 3210.655071 = -1874610.149571
  nChanged 31
		SP:Iteration 47Q (89750.330000 sec): 3 clusters
  Score: Raw -1877823.421998 + Penalty 3210.655071 = -1874612.766928
  nChanged 16
		SP:Iteration 48Q (89750.690000 sec): 3 clusters
  Score: Raw -1877824.491969 + Penalty 3210.655071 = -1874613.836899
  nChanged 14
		SP:Iteration 49Q (89750.980000 sec): 3 clusters
  Score: Raw -1877825.529273 + Penalty 3210.655071 = -1874614.874202
  nChanged 11
		SP:Iteration 50Q (89751.230000 sec): 3 clusters
  Score: Raw -1877826.168204 + Penalty 3210.655071 = -1874615.513133
  nChanged 12
		SP:Iteration 51Q (89751.490000 sec): 3 clusters
  Score: Raw -1877827.091958 + Penalty 3210.655071 = -1874616.436887
  nChanged 8
		SP:Iteration 52Q (89751.790000 sec): 3 clusters
  Score: Raw -1877827.487447 + Penalty 3210.655071 = -1874616.832376
  nChanged 9
		SP:Iteration 53Q (89752.110000 sec): 3 clusters
  Score: Raw -1877828.189468 + Penalty 3210.655071 = -1874617.534397
  nChanged 16
		SP:Iteration 54Q (89752.360000 sec): 3 clusters
  Score: Raw -1877829.431852 + Penalty 3210.655071 = -1874618.776781
  nChanged 18
		SP:Iteration 55Q (89752.670000 sec): 3 clusters
  Score: Raw -1877830.766006 + Penalty 3210.655071 = -1874620.110935
  nChanged 14
		SP:Iteration 56Q (89752.940000 sec): 3 clusters
  Score: Raw -1877832.100088 + Penalty 3210.655071 = -1874621.445017
  nChanged 16
		SP:Iteration 57Q (89753.250000 sec): 3 clusters
  Score: Raw -1877833.639287 + Penalty 3210.655071 = -1874622.984216
  nChanged 16
		SP:Iteration 58Q (89753.570000 sec): 3 clusters
  Score: Raw -1877834.528546 + Penalty 3210.655071 = -1874623.873475
  nChanged 10
		SP:Iteration 59Q (89753.890000 sec): 3 clusters
  Score: Raw -1877835.024957 + Penalty 3210.655071 = -1874624.369886
  nChanged 9
		SP:Iteration 60F (89754.100000 sec): 3 clusters
  Score: Raw -1877835.440319 + Penalty 3210.655071 = -1874624.785248
  nChanged 7
		SP:Iteration 61Q (89754.370000 sec): 3 clusters
  Score: Raw -1877835.824545 + Penalty 3210.655071 = -1874625.169474
  nChanged 12
		SP:Iteration 62Q (89754.660000 sec): 3 clusters
  Score: Raw -1877836.724181 + Penalty 3210.655071 = -1874626.069110
  nChanged 15
		SP:Iteration 63Q (89754.870000 sec): 3 clusters
  Score: Raw -1877837.934222 + Penalty 3210.655071 = -1874627.279151
  nChanged 17
		SP:Iteration 64Q (89755.100000 sec): 3 clusters
  Score: Raw -1877838.983456 + Penalty 3210.655071 = -1874628.328385
  nChanged 15
		SP:Iteration 65Q (89755.300000 sec): 3 clusters
  Score: Raw -1877839.867401 + Penalty 3210.655071 = -1874629.212330
  nChanged 16
		SP:Iteration 66Q (89755.520000 sec): 3 clusters
  Score: Raw -1877840.799791 + Penalty 3210.655071 = -1874630.144720
  nChanged 13
		SP:Iteration 67Q (89755.730000 sec): 3 clusters
  Score: Raw -1877841.525808 + Penalty 3210.655071 = -1874630.870737
  nChanged 13
		SP:Iteration 68Q (89755.950000 sec): 3 clusters
  Score: Raw -1877842.231636 + Penalty 3210.655071 = -1874631.576565
  nChanged 12
		SP:Iteration 69Q (89756.280000 sec): 3 clusters
  Score: Raw -1877843.205932 + Penalty 3210.655071 = -1874632.550861
  nChanged 13
		SP:Iteration 70Q (89756.520000 sec): 3 clusters
  Score: Raw -1877843.856195 + Penalty 3210.655071 = -1874633.201124
  nChanged 8
		SP:Iteration 71Q (89756.840000 sec): 3 clusters
  Score: Raw -1877844.136379 + Penalty 3210.655071 = -1874633.481308
  nChanged 4
		SP:Iteration 72Q (89757.050000 sec): 3 clusters
  Score: Raw -1877844.388426 + Penalty 3210.655071 = -1874633.733355
  nChanged 3
		SP:Iteration 73Q (89757.410000 sec): 3 clusters
  Score: Raw -1877844.531256 + Penalty 3210.655071 = -1874633.876186
  nChanged 5
		SP:Iteration 74Q (89757.700000 sec): 3 clusters
  Score: Raw -1877844.808593 + Penalty 3210.655071 = -1874634.153523
  nChanged 9
		SP:Iteration 75Q (89757.990000 sec): 3 clusters
  Score: Raw -1877845.524542 + Penalty 3210.655071 = -1874634.869471
  nChanged 10
		SP:Iteration 76Q (89758.270000 sec): 3 clusters
  Score: Raw -1877846.364228 + Penalty 3210.655071 = -1874635.709158
  nChanged 14
		SP:Iteration 77Q (89758.600000 sec): 3 clusters
  Score: Raw -1877847.107887 + Penalty 3210.655071 = -1874636.452816
  nChanged 9
		SP:Iteration 78Q (89758.890000 sec): 3 clusters
  Score: Raw -1877847.665807 + Penalty 3210.655071 = -1874637.010736
  nChanged 9
		SP:Iteration 79Q (89759.190000 sec): 3 clusters
  Score: Raw -1877848.168446 + Penalty 3210.655071 = -1874637.513375
  nChanged 7
		SP:Iteration 80F (89759.460000 sec): 3 clusters
  Score: Raw -1877848.546896 + Penalty 3210.655071 = -1874637.891825
  nChanged 11
		SP:Iteration 81Q (89759.750000 sec): 3 clusters
  Score: Raw -1877849.195775 + Penalty 3210.655071 = -1874638.540704
  nChanged 11
		SP:Iteration 82Q (89760.040000 sec): 3 clusters
  Score: Raw -1877849.956740 + Penalty 3210.655071 = -1874639.301669
  nChanged 11
		SP:Iteration 83Q (89760.310000 sec): 3 clusters
  Score: Raw -1877850.587836 + Penalty 3210.655071 = -1874639.932765
  nChanged 5
		SP:Iteration 84Q (89760.650000 sec): 3 clusters
  Score: Raw -1877850.728016 + Penalty 3210.655071 = -1874640.072945
  nChanged 2
		SP:Iteration 85Q (89760.980000 sec): 3 clusters
  Score: Raw -1877850.776474 + Penalty 3210.655071 = -1874640.121403
  nChanged 1
		SP:Iteration 86Q (89761.250000 sec): 3 clusters
  Score: Raw -1877850.817889 + Penalty 3210.655071 = -1874640.162818
  nChanged 5
		SP:Iteration 87Q (89761.540000 sec): 3 clusters
  Score: Raw -1877851.024224 + Penalty 3210.655071 = -1874640.369153
  nChanged 3
		SP:Iteration 88Q (89761.830000 sec): 3 clusters
  Score: Raw -1877851.118945 + Penalty 3210.655071 = -1874640.463874
  nChanged 3
		SP:Iteration 89Q (89762.180000 sec): 3 clusters
  Score: Raw -1877851.238050 + Penalty 3210.655071 = -1874640.582979
  nChanged 0
		SP:Iteration 90F (89762.440000 sec): 3 clusters
  Score: Raw -1877851.238050 + Penalty 3210.655071 = -1874640.582979
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89762.580000 sec): 2 clusters
  Score: Raw -1324070.848371 + Penalty 1521.998859 = -1322548.849512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89762.820000 sec): 3 clusters
  Score: Raw -1317279.913383 + Penalty 3043.997718 = -1314235.915666
  nChanged 5076
		SP:Iteration 1F (89763.120000 sec): 3 clusters
  Score: Raw -1320092.995955 + Penalty 3043.997718 = -1317048.998237
  nChanged 711
		SP:Iteration 2F (89763.340000 sec): 3 clusters
  Score: Raw -1320420.040224 + Penalty 3043.997718 = -1317376.042506
  nChanged 597
		SP:Iteration 3F (89763.580000 sec): 3 clusters
  Score: Raw -1320722.248484 + Penalty 3043.997718 = -1317678.250767
  nChanged 606
		SP:Iteration 4F (89763.830000 sec): 3 clusters
  Score: Raw -1321054.479915 + Penalty 3043.997718 = -1318010.482198
  nChanged 650
		SP:Iteration 5F (89764.050000 sec): 3 clusters
  Score: Raw -1321440.179334 + Penalty 3043.997718 = -1318396.181616
  nChanged 644
		SP:Iteration 6F (89764.290000 sec): 3 clusters
  Score: Raw -1321869.665809 + Penalty 3043.997718 = -1318825.668092
  nChanged 630
		SP:Iteration 7F (89764.520000 sec): 3 clusters
  Score: Raw -1322270.485378 + Penalty 3043.997718 = -1319226.487660
  nChanged 613
		SP:Iteration 8F (89764.770000 sec): 3 clusters
  Score: Raw -1322585.817296 + Penalty 3043.997718 = -1319541.819579
  nChanged 457
		SP:Iteration 9Q (89765.070000 sec): 3 clusters
  Score: Raw -1322787.627059 + Penalty 3043.997718 = -1319743.629342
  nChanged 377
		SP:Iteration 10Q (89765.350000 sec): 3 clusters
  Score: Raw -1322941.209330 + Penalty 3043.997718 = -1319897.211612
  nChanged 312
		SP:Iteration 11Q (89765.580000 sec): 3 clusters
  Score: Raw -1323050.792839 + Penalty 3043.997718 = -1320006.795122
  nChanged 241
		SP:Iteration 12Q (89765.840000 sec): 3 clusters
  Score: Raw -1323125.671660 + Penalty 3043.997718 = -1320081.673943
  nChanged 219
		SP:Iteration 13Q (89766.070000 sec): 3 clusters
  Score: Raw -1323193.477449 + Penalty 3043.997718 = -1320149.479731
  nChanged 184
		SP:Iteration 14Q (89766.350000 sec): 3 clusters
  Score: Raw -1323240.406258 + Penalty 3043.997718 = -1320196.408541
  nChanged 133
		SP:Iteration 15Q (89766.630000 sec): 3 clusters
  Score: Raw -1323270.820080 + Penalty 3043.997718 = -1320226.822362
  nChanged 119
		SP:Iteration 16Q (89766.940000 sec): 3 clusters
  Score: Raw -1323297.036060 + Penalty 3043.997718 = -1320253.038343
  nChanged 104
		SP:Iteration 17Q (89767.180000 sec): 3 clusters
  Score: Raw -1323324.187235 + Penalty 3043.997718 = -1320280.189517
  nChanged 116
		SP:Iteration 18Q (89767.420000 sec): 3 clusters
  Score: Raw -1323351.686008 + Penalty 3043.997718 = -1320307.688291
  nChanged 104
		SP:Iteration 19Q (89767.710000 sec): 3 clusters
  Score: Raw -1323375.161511 + Penalty 3043.997718 = -1320331.163794
  nChanged 95
		SP:Iteration 20F (89767.970000 sec): 3 clusters
  Score: Raw -1323397.090586 + Penalty 3043.997718 = -1320353.092869
  nChanged 84
		SP:Iteration 21Q (89768.260000 sec): 3 clusters
  Score: Raw -1323413.000666 + Penalty 3043.997718 = -1320369.002949
  nChanged 73
		SP:Iteration 22Q (89768.510000 sec): 3 clusters
  Score: Raw -1323424.082544 + Penalty 3043.997718 = -1320380.084826
  nChanged 46
		SP:Iteration 23Q (89768.730000 sec): 3 clusters
  Score: Raw -1323432.696580 + Penalty 3043.997718 = -1320388.698862
  nChanged 52
		SP:Iteration 24Q (89769.010000 sec): 3 clusters
  Score: Raw -1323441.518125 + Penalty 3043.997718 = -1320397.520408
  nChanged 60
		SP:Iteration 25Q (89769.290000 sec): 3 clusters
  Score: Raw -1323452.233952 + Penalty 3043.997718 = -1320408.236235
  nChanged 55
		SP:Iteration 26Q (89769.520000 sec): 3 clusters
  Score: Raw -1323462.060051 + Penalty 3043.997718 = -1320418.062333
  nChanged 53
		SP:Iteration 27Q (89769.780000 sec): 3 clusters
  Score: Raw -1323470.474224 + Penalty 3043.997718 = -1320426.476506
  nChanged 52
		SP:Iteration 28Q (89769.980000 sec): 3 clusters
  Score: Raw -1323478.536235 + Penalty 3043.997718 = -1320434.538518
  nChanged 50
		SP:Iteration 29Q (89770.230000 sec): 3 clusters
  Score: Raw -1323486.073670 + Penalty 3043.997718 = -1320442.075952
  nChanged 51
		SP:Iteration 30Q (89770.460000 sec): 3 clusters
  Score: Raw -1323496.002953 + Penalty 3043.997718 = -1320452.005236
  nChanged 65
		SP:Iteration 31Q (89770.710000 sec): 3 clusters
  Score: Raw -1323508.551913 + Penalty 3043.997718 = -1320464.554196
  nChanged 65
		SP:Iteration 32Q (89770.950000 sec): 3 clusters
  Score: Raw -1323519.612341 + Penalty 3043.997718 = -1320475.614623
  nChanged 53
		SP:Iteration 33Q (89771.200000 sec): 3 clusters
  Score: Raw -1323528.448396 + Penalty 3043.997718 = -1320484.450679
  nChanged 52
		SP:Iteration 34Q (89771.380000 sec): 3 clusters
  Score: Raw -1323538.479255 + Penalty 3043.997718 = -1320494.481538
  nChanged 64
		SP:Iteration 35Q (89771.660000 sec): 3 clusters
  Score: Raw -1323550.409354 + Penalty 3043.997718 = -1320506.411636
  nChanged 55
		SP:Iteration 36Q (89771.930000 sec): 3 clusters
  Score: Raw -1323559.962564 + Penalty 3043.997718 = -1320515.964846
  nChanged 53
		SP:Iteration 37Q (89772.150000 sec): 3 clusters
  Score: Raw -1323570.909118 + Penalty 3043.997718 = -1320526.911401
  nChanged 57
		SP:Iteration 38Q (89772.410000 sec): 3 clusters
  Score: Raw -1323581.304463 + Penalty 3043.997718 = -1320537.306745
  nChanged 57
		SP:Iteration 39Q (89772.670000 sec): 3 clusters
  Score: Raw -1323592.597955 + Penalty 3043.997718 = -1320548.600237
  nChanged 64
		SP:Iteration 40F (89772.880000 sec): 3 clusters
  Score: Raw -1323606.429255 + Penalty 3043.997718 = -1320562.431538
  nChanged 70
		SP:Iteration 41Q (89773.120000 sec): 3 clusters
  Score: Raw -1323621.801509 + Penalty 3043.997718 = -1320577.803791
  nChanged 74
		SP:Iteration 42Q (89773.410000 sec): 3 clusters
  Score: Raw -1323638.593806 + Penalty 3043.997718 = -1320594.596089
  nChanged 62
		SP:Iteration 43Q (89773.670000 sec): 3 clusters
  Score: Raw -1323651.062243 + Penalty 3043.997718 = -1320607.064525
  nChanged 46
		SP:Iteration 44Q (89773.910000 sec): 3 clusters
  Score: Raw -1323661.094238 + Penalty 3043.997718 = -1320617.096520
  nChanged 54
		SP:Iteration 45Q (89774.200000 sec): 3 clusters
  Score: Raw -1323673.642433 + Penalty 3043.997718 = -1320629.644715
  nChanged 53
		SP:Iteration 46Q (89774.450000 sec): 3 clusters
  Score: Raw -1323684.379847 + Penalty 3043.997718 = -1320640.382129
  nChanged 61
		SP:Iteration 47Q (89774.740000 sec): 3 clusters
  Score: Raw -1323696.766897 + Penalty 3043.997718 = -1320652.769179
  nChanged 62
		SP:Iteration 48Q (89775.000000 sec): 3 clusters
  Score: Raw -1323713.267588 + Penalty 3043.997718 = -1320669.269870
  nChanged 71
		SP:Iteration 49Q (89775.250000 sec): 3 clusters
  Score: Raw -1323734.721916 + Penalty 3043.997718 = -1320690.724198
  nChanged 86
		SP:Iteration 50Q (89775.460000 sec): 3 clusters
  Score: Raw -1323757.199220 + Penalty 3043.997718 = -1320713.201502
  nChanged 68
		SP:Iteration 51Q (89775.700000 sec): 3 clusters
  Score: Raw -1323773.722574 + Penalty 3043.997718 = -1320729.724856
  nChanged 60
		SP:Iteration 52Q (89775.930000 sec): 3 clusters
  Score: Raw -1323788.844995 + Penalty 3043.997718 = -1320744.847278
  nChanged 63
		SP:Iteration 53Q (89776.140000 sec): 3 clusters
  Score: Raw -1323804.371143 + Penalty 3043.997718 = -1320760.373426
  nChanged 52
		SP:Iteration 54Q (89776.370000 sec): 3 clusters
  Score: Raw -1323815.888681 + Penalty 3043.997718 = -1320771.890963
  nChanged 50
		SP:Iteration 55Q (89776.600000 sec): 3 clusters
  Score: Raw -1323825.988719 + Penalty 3043.997718 = -1320781.991002
  nChanged 42
		SP:Iteration 56Q (89776.790000 sec): 3 clusters
  Score: Raw -1323834.701654 + Penalty 3043.997718 = -1320790.703936
  nChanged 46
		SP:Iteration 57Q (89777.020000 sec): 3 clusters
  Score: Raw -1323842.978594 + Penalty 3043.997718 = -1320798.980877
  nChanged 35
		SP:Iteration 58Q (89777.220000 sec): 3 clusters
  Score: Raw -1323849.127430 + Penalty 3043.997718 = -1320805.129712
  nChanged 34
		SP:Iteration 59Q (89777.430000 sec): 3 clusters
  Score: Raw -1323854.785706 + Penalty 3043.997718 = -1320810.787989
  nChanged 26
		SP:Iteration 60F (89777.690000 sec): 3 clusters
  Score: Raw -1323858.516440 + Penalty 3043.997718 = -1320814.518722
  nChanged 21
		SP:Iteration 61Q (89777.920000 sec): 3 clusters
  Score: Raw -1323862.133443 + Penalty 3043.997718 = -1320818.135725
  nChanged 22
		SP:Iteration 62Q (89778.180000 sec): 3 clusters
  Score: Raw -1323866.582811 + Penalty 3043.997718 = -1320822.585094
  nChanged 25
		SP:Iteration 63Q (89778.430000 sec): 3 clusters
  Score: Raw -1323871.140252 + Penalty 3043.997718 = -1320827.142535
  nChanged 28
		SP:Iteration 64Q (89778.690000 sec): 3 clusters
  Score: Raw -1323876.040479 + Penalty 3043.997718 = -1320832.042761
  nChanged 33
		SP:Iteration 65Q (89778.950000 sec): 3 clusters
  Score: Raw -1323880.685513 + Penalty 3043.997718 = -1320836.687795
  nChanged 28
		SP:Iteration 66Q (89779.200000 sec): 3 clusters
  Score: Raw -1323885.214168 + Penalty 3043.997718 = -1320841.216450
  nChanged 32
		SP:Iteration 67Q (89779.440000 sec): 3 clusters
  Score: Raw -1323891.424070 + Penalty 3043.997718 = -1320847.426353
  nChanged 29
		SP:Iteration 68Q (89779.750000 sec): 3 clusters
  Score: Raw -1323896.916938 + Penalty 3043.997718 = -1320852.919221
  nChanged 39
		SP:Iteration 69Q (89779.950000 sec): 3 clusters
  Score: Raw -1323905.846884 + Penalty 3043.997718 = -1320861.849167
  nChanged 44
		SP:Iteration 70Q (89780.140000 sec): 3 clusters
  Score: Raw -1323917.335750 + Penalty 3043.997718 = -1320873.338032
  nChanged 55
		SP:Iteration 71Q (89780.370000 sec): 3 clusters
  Score: Raw -1323933.073531 + Penalty 3043.997718 = -1320889.075813
  nChanged 54
		SP:Iteration 72Q (89780.590000 sec): 3 clusters
  Score: Raw -1323950.072443 + Penalty 3043.997718 = -1320906.074725
  nChanged 59
		SP:Iteration 73Q (89780.780000 sec): 3 clusters
  Score: Raw -1323967.774578 + Penalty 3043.997718 = -1320923.776861
  nChanged 61
		SP:Iteration 74Q (89780.990000 sec): 3 clusters
  Score: Raw -1323984.603421 + Penalty 3043.997718 = -1320940.605703
  nChanged 42
		SP:Iteration 75Q (89781.230000 sec): 3 clusters
  Score: Raw -1323994.614247 + Penalty 3043.997718 = -1320950.616529
  nChanged 34
		SP:Iteration 76Q (89781.520000 sec): 3 clusters
  Score: Raw -1324001.949605 + Penalty 3043.997718 = -1320957.951887
  nChanged 29
		SP:Iteration 77Q (89781.780000 sec): 3 clusters
  Score: Raw -1324009.596846 + Penalty 3043.997718 = -1320965.599129
  nChanged 25
		SP:Iteration 78Q (89782.030000 sec): 3 clusters
  Score: Raw -1324016.510536 + Penalty 3043.997718 = -1320972.512819
  nChanged 36
		SP:Iteration 79Q (89782.340000 sec): 3 clusters
  Score: Raw -1324024.166969 + Penalty 3043.997718 = -1320980.169251
  nChanged 25
		SP:Iteration 80F (89782.530000 sec): 3 clusters
  Score: Raw -1324030.175512 + Penalty 3043.997718 = -1320986.177794
  nChanged 28
		SP:Iteration 81Q (89782.790000 sec): 3 clusters
  Score: Raw -1324038.913859 + Penalty 3043.997718 = -1320994.916142
  nChanged 31
		SP:Iteration 82Q (89783.090000 sec): 3 clusters
  Score: Raw -1324048.020585 + Penalty 3043.997718 = -1321004.022868
  nChanged 25
		SP:Iteration 83Q (89783.310000 sec): 3 clusters
  Score: Raw -1324055.536763 + Penalty 3043.997718 = -1321011.539046
  nChanged 29
		SP:Iteration 84Q (89783.600000 sec): 3 clusters
  Score: Raw -1324064.301622 + Penalty 3043.997718 = -1321020.303905
  nChanged 33
		SP:Iteration 85Q (89783.790000 sec): 3 clusters
  Score: Raw -1324075.336195 + Penalty 3043.997718 = -1321031.338478
  nChanged 43
		SP:Iteration 86Q (89784.000000 sec): 3 clusters
  Score: Raw -1324088.117439 + Penalty 3043.997718 = -1321044.119721
  nChanged 44
		SP:Iteration 87Q (89784.200000 sec): 3 clusters
  Score: Raw -1324101.372225 + Penalty 3043.997718 = -1321057.374507
  nChanged 37
		SP:Iteration 88Q (89784.440000 sec): 3 clusters
  Score: Raw -1324114.092088 + Penalty 3043.997718 = -1321070.094371
  nChanged 28
		SP:Iteration 89Q (89784.690000 sec): 3 clusters
  Score: Raw -1324121.747889 + Penalty 3043.997718 = -1321077.750171
  nChanged 26
		SP:Iteration 90Q (89785.000000 sec): 3 clusters
  Score: Raw -1324129.220297 + Penalty 3043.997718 = -1321085.222579
  nChanged 26
		SP:Iteration 91Q (89785.240000 sec): 3 clusters
  Score: Raw -1324136.412195 + Penalty 3043.997718 = -1321092.414477
  nChanged 25
		SP:Iteration 92Q (89785.480000 sec): 3 clusters
  Score: Raw -1324142.545577 + Penalty 3043.997718 = -1321098.547860
  nChanged 24
		SP:Iteration 93Q (89785.710000 sec): 3 clusters
  Score: Raw -1324148.719531 + Penalty 3043.997718 = -1321104.721814
  nChanged 22
		SP:Iteration 94Q (89785.980000 sec): 3 clusters
  Score: Raw -1324155.300263 + Penalty 3043.997718 = -1321111.302545
  nChanged 18
		SP:Iteration 95Q (89786.260000 sec): 3 clusters
  Score: Raw -1324160.696293 + Penalty 3043.997718 = -1321116.698575
  nChanged 18
		SP:Iteration 96Q (89786.470000 sec): 3 clusters
  Score: Raw -1324165.938699 + Penalty 3043.997718 = -1321121.940981
  nChanged 13
		SP:Iteration 97Q (89786.640000 sec): 3 clusters
  Score: Raw -1324168.713562 + Penalty 3043.997718 = -1321124.715844
  nChanged 13
		SP:Iteration 98Q (89786.880000 sec): 3 clusters
  Score: Raw -1324171.850128 + Penalty 3043.997718 = -1321127.852411
  nChanged 17
		SP:Iteration 99Q (89787.080000 sec): 3 clusters
  Score: Raw -1324176.482238 + Penalty 3043.997718 = -1321132.484521
  nChanged 14
		SP:Iteration 100F (89787.280000 sec): 3 clusters
  Score: Raw -1324180.938246 + Penalty 3043.997718 = -1321136.940529
  nChanged 19
		SP:Iteration 101Q (89787.540000 sec): 3 clusters
  Score: Raw -1324187.175058 + Penalty 3043.997718 = -1321143.177340
  nChanged 20
		SP:Iteration 102Q (89787.740000 sec): 3 clusters
  Score: Raw -1324193.732971 + Penalty 3043.997718 = -1321149.735253
  nChanged 18
		SP:Iteration 103Q (89788.010000 sec): 3 clusters
  Score: Raw -1324199.244197 + Penalty 3043.997718 = -1321155.246479
  nChanged 22
		SP:Iteration 104Q (89788.240000 sec): 3 clusters
  Score: Raw -1324205.797881 + Penalty 3043.997718 = -1321161.800163
  nChanged 18
		SP:Iteration 105Q (89788.490000 sec): 3 clusters
  Score: Raw -1324212.988819 + Penalty 3043.997718 = -1321168.991101
  nChanged 22
		SP:Iteration 106Q (89788.670000 sec): 3 clusters
  Score: Raw -1324222.953721 + Penalty 3043.997718 = -1321178.956003
  nChanged 24
		SP:Iteration 107Q (89788.890000 sec): 3 clusters
  Score: Raw -1324231.798660 + Penalty 3043.997718 = -1321187.800943
  nChanged 18
		SP:Iteration 108Q (89789.110000 sec): 3 clusters
  Score: Raw -1324238.274751 + Penalty 3043.997718 = -1321194.277033
  nChanged 15
		SP:Iteration 109Q (89789.370000 sec): 3 clusters
  Score: Raw -1324242.352992 + Penalty 3043.997718 = -1321198.355275
  nChanged 9
		SP:Iteration 110Q (89789.630000 sec): 3 clusters
  Score: Raw -1324244.728195 + Penalty 3043.997718 = -1321200.730477
  nChanged 6
		SP:Iteration 111Q (89789.810000 sec): 3 clusters
  Score: Raw -1324246.702729 + Penalty 3043.997718 = -1321202.705012
  nChanged 7
		SP:Iteration 112Q (89790.010000 sec): 3 clusters
  Score: Raw -1324248.931694 + Penalty 3043.997718 = -1321204.933976
  nChanged 6
		SP:Iteration 113Q (89790.190000 sec): 3 clusters
  Score: Raw -1324250.391402 + Penalty 3043.997718 = -1321206.393684
  nChanged 6
		SP:Iteration 114Q (89790.420000 sec): 3 clusters
  Score: Raw -1324251.449204 + Penalty 3043.997718 = -1321207.451486
  nChanged 6
		SP:Iteration 115Q (89790.710000 sec): 3 clusters
  Score: Raw -1324253.871939 + Penalty 3043.997718 = -1321209.874222
  nChanged 8
		SP:Iteration 116Q (89790.900000 sec): 3 clusters
  Score: Raw -1324256.753224 + Penalty 3043.997718 = -1321212.755506
  nChanged 9
		SP:Iteration 117Q (89791.080000 sec): 3 clusters
  Score: Raw -1324259.152487 + Penalty 3043.997718 = -1321215.154770
  nChanged 8
		SP:Iteration 118Q (89791.330000 sec): 3 clusters
  Score: Raw -1324262.379860 + Penalty 3043.997718 = -1321218.382143
  nChanged 8
		SP:Iteration 119Q (89791.570000 sec): 3 clusters
  Score: Raw -1324265.556201 + Penalty 3043.997718 = -1321221.558484
  nChanged 15
		SP:Iteration 120F (89791.840000 sec): 3 clusters
  Score: Raw -1324270.629603 + Penalty 3043.997718 = -1321226.631886
  nChanged 11
		SP:Iteration 121Q (89792.070000 sec): 3 clusters
  Score: Raw -1324273.203622 + Penalty 3043.997718 = -1321229.205904
  nChanged 8
		SP:Iteration 122Q (89792.320000 sec): 3 clusters
  Score: Raw -1324276.328360 + Penalty 3043.997718 = -1321232.330643
  nChanged 12
		SP:Iteration 123Q (89792.570000 sec): 3 clusters
  Score: Raw -1324280.263101 + Penalty 3043.997718 = -1321236.265383
  nChanged 7
		SP:Iteration 124Q (89792.830000 sec): 3 clusters
  Score: Raw -1324281.555744 + Penalty 3043.997718 = -1321237.558027
  nChanged 3
		SP:Iteration 125Q (89793.120000 sec): 3 clusters
  Score: Raw -1324282.614129 + Penalty 3043.997718 = -1321238.616412
  nChanged 3
		SP:Iteration 126Q (89793.380000 sec): 3 clusters
  Score: Raw -1324283.503481 + Penalty 3043.997718 = -1321239.505764
  nChanged 1
		SP:Iteration 127Q (89793.630000 sec): 3 clusters
  Score: Raw -1324283.661168 + Penalty 3043.997718 = -1321239.663451
  nChanged 2
		SP:Iteration 128Q (89793.850000 sec): 3 clusters
  Score: Raw -1324284.104271 + Penalty 3043.997718 = -1321240.106554
  nChanged 3
		SP:Iteration 129Q (89794.100000 sec): 3 clusters
  Score: Raw -1324285.352292 + Penalty 3043.997718 = -1321241.354574
  nChanged 2
		SP:Iteration 130Q (89794.290000 sec): 3 clusters
  Score: Raw -1324285.941407 + Penalty 3043.997718 = -1321241.943689
  nChanged 5
		SP:Iteration 131Q (89794.590000 sec): 3 clusters
  Score: Raw -1324286.964885 + Penalty 3043.997718 = -1321242.967167
  nChanged 2
		SP:Iteration 132Q (89794.800000 sec): 3 clusters
  Score: Raw -1324287.612769 + Penalty 3043.997718 = -1321243.615052
  nChanged 2
		SP:Iteration 133Q (89795.020000 sec): 3 clusters
  Score: Raw -1324288.044821 + Penalty 3043.997718 = -1321244.047103
  nChanged 2
		SP:Iteration 134Q (89795.280000 sec): 3 clusters
  Score: Raw -1324289.006651 + Penalty 3043.997718 = -1321245.008933
  nChanged 5
		SP:Iteration 135Q (89795.480000 sec): 3 clusters
  Score: Raw -1324290.808676 + Penalty 3043.997718 = -1321246.810959
  nChanged 6
		SP:Iteration 136Q (89795.750000 sec): 3 clusters
  Score: Raw -1324292.656540 + Penalty 3043.997718 = -1321248.658823
  nChanged 2
		SP:Iteration 137Q (89796.080000 sec): 3 clusters
  Score: Raw -1324292.898894 + Penalty 3043.997718 = -1321248.901177
  nChanged 1
		SP:Iteration 138Q (89796.390000 sec): 3 clusters
  Score: Raw -1324293.059353 + Penalty 3043.997718 = -1321249.061635
  nChanged 1
		SP:Iteration 139Q (89796.720000 sec): 3 clusters
  Score: Raw -1324293.340654 + Penalty 3043.997718 = -1321249.342936
  nChanged 2
		SP:Iteration 140F (89796.970000 sec): 3 clusters
  Score: Raw -1324293.788774 + Penalty 3043.997718 = -1321249.791057
  nChanged 5
		SP:Iteration 141Q (89797.170000 sec): 3 clusters
  Score: Raw -1324296.155458 + Penalty 3043.997718 = -1321252.157741
  nChanged 7
		SP:Iteration 142Q (89797.370000 sec): 3 clusters
  Score: Raw -1324297.801636 + Penalty 3043.997718 = -1321253.803918
  nChanged 3
		SP:Iteration 143Q (89797.620000 sec): 3 clusters
  Score: Raw -1324299.126200 + Penalty 3043.997718 = -1321255.128482
  nChanged 8
		SP:Iteration 144Q (89797.890000 sec): 3 clusters
  Score: Raw -1324301.997103 + Penalty 3043.997718 = -1321257.999385
  nChanged 7
		SP:Iteration 145Q (89798.100000 sec): 3 clusters
  Score: Raw -1324304.333492 + Penalty 3043.997718 = -1321260.335775
  nChanged 7
		SP:Iteration 146Q (89798.350000 sec): 3 clusters
  Score: Raw -1324306.460892 + Penalty 3043.997718 = -1321262.463175
  nChanged 8
		SP:Iteration 147Q (89798.550000 sec): 3 clusters
  Score: Raw -1324309.380025 + Penalty 3043.997718 = -1321265.382307
  nChanged 8
		SP:Iteration 148Q (89798.790000 sec): 3 clusters
  Score: Raw -1324312.329204 + Penalty 3043.997718 = -1321268.331486
  nChanged 5
		SP:Iteration 149Q (89799.050000 sec): 3 clusters
  Score: Raw -1324314.990238 + Penalty 3043.997718 = -1321270.992520
  nChanged 8
		SP:Iteration 150Q (89799.310000 sec): 3 clusters
  Score: Raw -1324319.212451 + Penalty 3043.997718 = -1321275.214733
  nChanged 7
		SP:Iteration 151Q (89799.520000 sec): 3 clusters
  Score: Raw -1324324.163607 + Penalty 3043.997718 = -1321280.165890
  nChanged 9
		SP:Iteration 152Q (89799.790000 sec): 3 clusters
  Score: Raw -1324328.597210 + Penalty 3043.997718 = -1321284.599493
  nChanged 9
		SP:Iteration 153Q (89800.070000 sec): 3 clusters
  Score: Raw -1324331.923925 + Penalty 3043.997718 = -1321287.926207
  nChanged 11
		SP:Iteration 154Q (89800.300000 sec): 3 clusters
  Score: Raw -1324336.322813 + Penalty 3043.997718 = -1321292.325095
  nChanged 11
		SP:Iteration 155Q (89800.600000 sec): 3 clusters
  Score: Raw -1324340.101757 + Penalty 3043.997718 = -1321296.104040
  nChanged 5
		SP:Iteration 156Q (89800.810000 sec): 3 clusters
  Score: Raw -1324340.977447 + Penalty 3043.997718 = -1321296.979730
  nChanged 2
		SP:Iteration 157Q (89801.040000 sec): 3 clusters
  Score: Raw -1324341.643518 + Penalty 3043.997718 = -1321297.645800
  nChanged 2
		SP:Iteration 158Q (89801.250000 sec): 3 clusters
  Score: Raw -1324342.178503 + Penalty 3043.997718 = -1321298.180786
  nChanged 2
		SP:Iteration 159Q (89801.490000 sec): 3 clusters
  Score: Raw -1324342.843399 + Penalty 3043.997718 = -1321298.845681
  nChanged 2
		SP:Iteration 160F (89801.690000 sec): 3 clusters
  Score: Raw -1324343.638699 + Penalty 3043.997718 = -1321299.640982
  nChanged 3
		SP:Iteration 161Q (89801.920000 sec): 3 clusters
  Score: Raw -1324344.948451 + Penalty 3043.997718 = -1321300.950734
  nChanged 3
		SP:Iteration 162Q (89802.130000 sec): 3 clusters
  Score: Raw -1324345.827720 + Penalty 3043.997718 = -1321301.830003
  nChanged 1
		SP:Iteration 163Q (89802.420000 sec): 3 clusters
  Score: Raw -1324346.259390 + Penalty 3043.997718 = -1321302.261672
  nChanged 0
		SP:Iteration 164F (89802.810000 sec): 3 clusters
  Score: Raw -1324346.259390 + Penalty 3043.997718 = -1321302.261672
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89802.960000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89803.250000 sec): 3 clusters
  Score: Raw -19187.555728 + Penalty 1726.791943 = -17460.763784
  nChanged 29
		SP:Iteration 1F (89803.450000 sec): 3 clusters
  Score: Raw -19344.729634 + Penalty 1726.791943 = -17617.937691
  nChanged 14
		SP:Iteration 2F (89803.610000 sec): 3 clusters
  Score: Raw -19453.725660 + Penalty 1726.791943 = -17726.933717
  nChanged 9
		SP:Iteration 3Q (89803.790000 sec): 3 clusters
  Score: Raw -19490.507145 + Penalty 1726.791943 = -17763.715201
  nChanged 2
		SP:Iteration 4Q (89804.040000 sec): 3 clusters
  Score: Raw -19493.950613 + Penalty 1726.791943 = -17767.158670
  nChanged 1
		SP:Iteration 5Q (89804.190000 sec): 3 clusters
  Score: Raw -19499.653723 + Penalty 1726.791943 = -17772.861780
  nChanged 0
		SP:Iteration 6F (89804.340000 sec): 3 clusters
  Score: Raw -19499.653723 + Penalty 1726.791943 = -17772.861780
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89804.450000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89804.670000 sec): 3 clusters
  Score: Raw -59571.432544 + Penalty 2047.755383 = -57523.677160
  nChanged 135
		SP:Iteration 1F (89804.810000 sec): 3 clusters
  Score: Raw -59739.031918 + Penalty 2047.755383 = -57691.276534
  nChanged 35
		SP:Iteration 2F (89805.020000 sec): 3 clusters
  Score: Raw -59807.936048 + Penalty 2047.755383 = -57760.180665
  nChanged 18
		SP:Iteration 3Q (89805.250000 sec): 3 clusters
  Score: Raw -59844.318901 + Penalty 2047.755383 = -57796.563518
  nChanged 10
		SP:Iteration 4Q (89805.430000 sec): 3 clusters
  Score: Raw -59863.650917 + Penalty 2047.755383 = -57815.895534
  nChanged 10
		SP:Iteration 5Q (89805.580000 sec): 3 clusters
  Score: Raw -59885.825406 + Penalty 2047.755383 = -57838.070023
  nChanged 7
		SP:Iteration 6Q (89805.840000 sec): 3 clusters
  Score: Raw -59900.403520 + Penalty 2047.755383 = -57852.648137
  nChanged 7
		SP:Iteration 7Q (89806.050000 sec): 3 clusters
  Score: Raw -59911.870437 + Penalty 2047.755383 = -57864.115054
  nChanged 7
		SP:Iteration 8Q (89806.190000 sec): 3 clusters
  Score: Raw -59920.377883 + Penalty 2047.755383 = -57872.622500
  nChanged 5
		SP:Iteration 9Q (89806.370000 sec): 3 clusters
  Score: Raw -59929.305037 + Penalty 2047.755383 = -57881.549654
  nChanged 2
		SP:Iteration 10Q (89806.530000 sec): 3 clusters
  Score: Raw -59931.299759 + Penalty 2047.755383 = -57883.544376
  nChanged 3
		SP:Iteration 11Q (89806.750000 sec): 3 clusters
  Score: Raw -59937.943910 + Penalty 2047.755383 = -57890.188526
  nChanged 2
		SP:Iteration 12Q (89806.970000 sec): 3 clusters
  Score: Raw -59939.345356 + Penalty 2047.755383 = -57891.589972
  nChanged 2
		SP:Iteration 13Q (89807.190000 sec): 3 clusters
  Score: Raw -59941.276259 + Penalty 2047.755383 = -57893.520876
  nChanged 2
		SP:Iteration 14Q (89807.350000 sec): 3 clusters
  Score: Raw -59945.601464 + Penalty 2047.755383 = -57897.846081
  nChanged 3
		SP:Iteration 15Q (89807.530000 sec): 3 clusters
  Score: Raw -59950.826388 + Penalty 2047.755383 = -57903.071004
  nChanged 2
		SP:Iteration 16Q (89807.720000 sec): 3 clusters
  Score: Raw -59952.059802 + Penalty 2047.755383 = -57904.304419
  nChanged 1
		SP:Iteration 17Q (89807.920000 sec): 3 clusters
  Score: Raw -59952.742528 + Penalty 2047.755383 = -57904.987144
  nChanged 0
		SP:Iteration 18F (89808.050000 sec): 3 clusters
  Score: Raw -59952.742528 + Penalty 2047.755383 = -57904.987144
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89808.150000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89808.370000 sec): 3 clusters
  Score: Raw -16794.876014 + Penalty 1663.347989 = -15131.528025
  nChanged 17
		SP:Iteration 1F (89808.540000 sec): 3 clusters
  Score: Raw -16857.697742 + Penalty 1663.347989 = -15194.349753
  nChanged 3
		SP:Iteration 2Q (89808.750000 sec): 3 clusters
  Score: Raw -16871.470047 + Penalty 1663.347989 = -15208.122058
  nChanged 2
		SP:Iteration 3Q (89808.910000 sec): 3 clusters
  Score: Raw -16880.574680 + Penalty 1663.347989 = -15217.226691
  nChanged 2
		SP:Iteration 4Q (89809.070000 sec): 3 clusters
  Score: Raw -16889.546045 + Penalty 1663.347989 = -15226.198056
  nChanged 0
		SP:Iteration 5F (89809.240000 sec): 3 clusters
  Score: Raw -16889.546045 + Penalty 1663.347989 = -15226.198056
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89809.450000 sec): 2 clusters
  Score: Raw -2083730.328146 + Penalty 1609.202937 = -2082121.125209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89809.770000 sec): 3 clusters
  Score: Raw -2071843.305010 + Penalty 3218.405875 = -2068624.899135
  nChanged 9015
		SP:Iteration 1F (89810.070000 sec): 3 clusters
  Score: Raw -2077119.679737 + Penalty 3218.405875 = -2073901.273862
  nChanged 1383
		SP:Iteration 2F (89810.410000 sec): 3 clusters
  Score: Raw -2077868.014093 + Penalty 3218.405875 = -2074649.608218
  nChanged 1305
		SP:Iteration 3F (89810.710000 sec): 3 clusters
  Score: Raw -2078579.252074 + Penalty 3218.405875 = -2075360.846199
  nChanged 1164
		SP:Iteration 4F (89811.070000 sec): 3 clusters
  Score: Raw -2079198.893260 + Penalty 3218.405875 = -2075980.487385
  nChanged 1055
		SP:Iteration 5F (89811.430000 sec): 3 clusters
  Score: Raw -2079772.370003 + Penalty 3218.405875 = -2076553.964128
  nChanged 989
		SP:Iteration 6Q (89811.670000 sec): 3 clusters
  Score: Raw -2080320.732104 + Penalty 3218.405875 = -2077102.326229
  nChanged 825
		SP:Iteration 7Q (89811.960000 sec): 3 clusters
  Score: Raw -2080786.184198 + Penalty 3218.405875 = -2077567.778323
  nChanged 709
		SP:Iteration 8Q (89812.260000 sec): 3 clusters
  Score: Raw -2081182.638213 + Penalty 3218.405875 = -2077964.232338
  nChanged 615
		SP:Iteration 9Q (89812.530000 sec): 3 clusters
  Score: Raw -2081536.231762 + Penalty 3218.405875 = -2078317.825887
  nChanged 551
		SP:Iteration 10Q (89812.790000 sec): 3 clusters
  Score: Raw -2081823.573833 + Penalty 3218.405875 = -2078605.167958
  nChanged 483
		SP:Iteration 11Q (89813.050000 sec): 3 clusters
  Score: Raw -2082057.308611 + Penalty 3218.405875 = -2078838.902736
  nChanged 413
		SP:Iteration 12Q (89813.310000 sec): 3 clusters
  Score: Raw -2082242.205849 + Penalty 3218.405875 = -2079023.799974
  nChanged 336
		SP:Iteration 13Q (89813.580000 sec): 3 clusters
  Score: Raw -2082390.278222 + Penalty 3218.405875 = -2079171.872347
  nChanged 290
		SP:Iteration 14Q (89813.850000 sec): 3 clusters
  Score: Raw -2082496.693891 + Penalty 3218.405875 = -2079278.288016
  nChanged 222
		SP:Iteration 15Q (89814.160000 sec): 3 clusters
  Score: Raw -2082570.388965 + Penalty 3218.405875 = -2079351.983090
  nChanged 216
		SP:Iteration 16Q (89814.460000 sec): 3 clusters
  Score: Raw -2082641.782374 + Penalty 3218.405875 = -2079423.376499
  nChanged 220
		SP:Iteration 17Q (89814.800000 sec): 3 clusters
  Score: Raw -2082709.843067 + Penalty 3218.405875 = -2079491.437192
  nChanged 205
		SP:Iteration 18Q (89815.110000 sec): 3 clusters
  Score: Raw -2082775.726316 + Penalty 3218.405875 = -2079557.320441
  nChanged 203
		SP:Iteration 19Q (89815.410000 sec): 3 clusters
  Score: Raw -2082844.574401 + Penalty 3218.405875 = -2079626.168527
  nChanged 189
		SP:Iteration 20F (89815.670000 sec): 3 clusters
  Score: Raw -2082913.163045 + Penalty 3218.405875 = -2079694.757170
  nChanged 207
		SP:Iteration 21Q (89815.930000 sec): 3 clusters
  Score: Raw -2082984.145023 + Penalty 3218.405875 = -2079765.739148
  nChanged 165
		SP:Iteration 22Q (89816.230000 sec): 3 clusters
  Score: Raw -2083040.632522 + Penalty 3218.405875 = -2079822.226647
  nChanged 170
		SP:Iteration 23Q (89816.470000 sec): 3 clusters
  Score: Raw -2083102.355158 + Penalty 3218.405875 = -2079883.949283
  nChanged 143
		SP:Iteration 24Q (89816.760000 sec): 3 clusters
  Score: Raw -2083160.805836 + Penalty 3218.405875 = -2079942.399961
  nChanged 150
		SP:Iteration 25Q (89817.030000 sec): 3 clusters
  Score: Raw -2083223.124485 + Penalty 3218.405875 = -2080004.718610
  nChanged 151
		SP:Iteration 26Q (89817.410000 sec): 3 clusters
  Score: Raw -2083279.467189 + Penalty 3218.405875 = -2080061.061314
  nChanged 144
		SP:Iteration 27Q (89817.690000 sec): 3 clusters
  Score: Raw -2083338.074245 + Penalty 3218.405875 = -2080119.668370
  nChanged 143
		SP:Iteration 28Q (89818.010000 sec): 3 clusters
  Score: Raw -2083402.559043 + Penalty 3218.405875 = -2080184.153168
  nChanged 158
		SP:Iteration 29Q (89818.300000 sec): 3 clusters
  Score: Raw -2083475.337570 + Penalty 3218.405875 = -2080256.931695
  nChanged 146
		SP:Iteration 30Q (89818.570000 sec): 3 clusters
  Score: Raw -2083548.968740 + Penalty 3218.405875 = -2080330.562865
  nChanged 143
		SP:Iteration 31Q (89818.820000 sec): 3 clusters
  Score: Raw -2083620.645947 + Penalty 3218.405875 = -2080402.240072
  nChanged 118
		SP:Iteration 32Q (89819.110000 sec): 3 clusters
  Score: Raw -2083678.692027 + Penalty 3218.405875 = -2080460.286152
  nChanged 108
		SP:Iteration 33Q (89819.410000 sec): 3 clusters
  Score: Raw -2083732.346508 + Penalty 3218.405875 = -2080513.940633
  nChanged 95
		SP:Iteration 34Q (89819.670000 sec): 3 clusters
  Score: Raw -2083775.841356 + Penalty 3218.405875 = -2080557.435481
  nChanged 80
		SP:Iteration 35Q (89819.930000 sec): 3 clusters
  Score: Raw -2083811.029399 + Penalty 3218.405875 = -2080592.623524
  nChanged 78
		SP:Iteration 36Q (89820.240000 sec): 3 clusters
  Score: Raw -2083854.700509 + Penalty 3218.405875 = -2080636.294634
  nChanged 68
		SP:Iteration 37Q (89820.500000 sec): 3 clusters
  Score: Raw -2083891.600575 + Penalty 3218.405875 = -2080673.194700
  nChanged 54
		SP:Iteration 38Q (89820.810000 sec): 3 clusters
  Score: Raw -2083926.660810 + Penalty 3218.405875 = -2080708.254935
  nChanged 64
		SP:Iteration 39Q (89821.150000 sec): 3 clusters
  Score: Raw -2083964.911623 + Penalty 3218.405875 = -2080746.505748
  nChanged 52
		SP:Iteration 40F (89821.480000 sec): 3 clusters
  Score: Raw -2083992.394886 + Penalty 3218.405875 = -2080773.989011
  nChanged 45
		SP:Iteration 41Q (89821.770000 sec): 3 clusters
  Score: Raw -2084013.986558 + Penalty 3218.405875 = -2080795.580683
  nChanged 30
		SP:Iteration 42Q (89822.070000 sec): 3 clusters
  Score: Raw -2084027.774845 + Penalty 3218.405875 = -2080809.368970
  nChanged 22
		SP:Iteration 43Q (89822.330000 sec): 3 clusters
  Score: Raw -2084038.784035 + Penalty 3218.405875 = -2080820.378160
  nChanged 14
		SP:Iteration 44Q (89822.620000 sec): 3 clusters
  Score: Raw -2084046.055242 + Penalty 3218.405875 = -2080827.649367
  nChanged 13
		SP:Iteration 45Q (89822.900000 sec): 3 clusters
  Score: Raw -2084052.718352 + Penalty 3218.405875 = -2080834.312477
  nChanged 13
		SP:Iteration 46Q (89823.180000 sec): 3 clusters
  Score: Raw -2084061.051402 + Penalty 3218.405875 = -2080842.645527
  nChanged 14
		SP:Iteration 47Q (89823.470000 sec): 3 clusters
  Score: Raw -2084068.945080 + Penalty 3218.405875 = -2080850.539205
  nChanged 16
		SP:Iteration 48Q (89823.760000 sec): 3 clusters
  Score: Raw -2084076.906788 + Penalty 3218.405875 = -2080858.500913
  nChanged 11
		SP:Iteration 49Q (89824.050000 sec): 3 clusters
  Score: Raw -2084081.146282 + Penalty 3218.405875 = -2080862.740407
  nChanged 8
		SP:Iteration 50Q (89824.300000 sec): 3 clusters
  Score: Raw -2084084.163747 + Penalty 3218.405875 = -2080865.757872
  nChanged 7
		SP:Iteration 51Q (89824.620000 sec): 3 clusters
  Score: Raw -2084087.615244 + Penalty 3218.405875 = -2080869.209369
  nChanged 12
		SP:Iteration 52Q (89824.840000 sec): 3 clusters
  Score: Raw -2084094.617309 + Penalty 3218.405875 = -2080876.211434
  nChanged 15
		SP:Iteration 53Q (89825.120000 sec): 3 clusters
  Score: Raw -2084102.521428 + Penalty 3218.405875 = -2080884.115553
  nChanged 11
		SP:Iteration 54Q (89825.430000 sec): 3 clusters
  Score: Raw -2084108.068696 + Penalty 3218.405875 = -2080889.662821
  nChanged 9
		SP:Iteration 55Q (89825.660000 sec): 3 clusters
  Score: Raw -2084112.905682 + Penalty 3218.405875 = -2080894.499807
  nChanged 11
		SP:Iteration 56Q (89825.920000 sec): 3 clusters
  Score: Raw -2084118.986789 + Penalty 3218.405875 = -2080900.580915
  nChanged 10
		SP:Iteration 57Q (89826.180000 sec): 3 clusters
  Score: Raw -2084123.840340 + Penalty 3218.405875 = -2080905.434465
  nChanged 5
		SP:Iteration 58Q (89826.440000 sec): 3 clusters
  Score: Raw -2084126.228872 + Penalty 3218.405875 = -2080907.822997
  nChanged 3
		SP:Iteration 59Q (89826.760000 sec): 3 clusters
  Score: Raw -2084127.131956 + Penalty 3218.405875 = -2080908.726081
  nChanged 0
		SP:Iteration 60F (89827.050000 sec): 3 clusters
  Score: Raw -2084127.131956 + Penalty 3218.405875 = -2080908.726081
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (27944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89827.230000 sec): 2 clusters
  Score: Raw -2959703.284916 + Penalty 1663.668140 = -2958039.616776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89827.620000 sec): 3 clusters
  Score: Raw -2942471.932818 + Penalty 3327.336281 = -2939144.596537
  nChanged 12787
		SP:Iteration 1F (89827.990000 sec): 3 clusters
  Score: Raw -2949993.842819 + Penalty 3327.336281 = -2946666.506538
  nChanged 1548
		SP:Iteration 2F (89828.320000 sec): 3 clusters
  Score: Raw -2950649.405424 + Penalty 3327.336281 = -2947322.069143
  nChanged 1604
		SP:Iteration 3F (89828.680000 sec): 3 clusters
  Score: Raw -2951428.549809 + Penalty 3327.336281 = -2948101.213528
  nChanged 1634
		SP:Iteration 4F (89829.030000 sec): 3 clusters
  Score: Raw -2952249.042974 + Penalty 3327.336281 = -2948921.706693
  nChanged 1557
		SP:Iteration 5F (89829.410000 sec): 3 clusters
  Score: Raw -2953077.331315 + Penalty 3327.336281 = -2949749.995034
  nChanged 1431
		SP:Iteration 6F (89829.800000 sec): 3 clusters
  Score: Raw -2953898.861512 + Penalty 3327.336281 = -2950571.525231
  nChanged 1344
		SP:Iteration 7Q (89830.190000 sec): 3 clusters
  Score: Raw -2954742.836915 + Penalty 3327.336281 = -2951415.500634
  nChanged 1282
		SP:Iteration 8Q (89830.580000 sec): 3 clusters
  Score: Raw -2955602.190721 + Penalty 3327.336281 = -2952274.854441
  nChanged 1159
		SP:Iteration 9Q (89830.880000 sec): 3 clusters
  Score: Raw -2956418.784537 + Penalty 3327.336281 = -2953091.448257
  nChanged 973
		SP:Iteration 10Q (89831.210000 sec): 3 clusters
  Score: Raw -2957041.702146 + Penalty 3327.336281 = -2953714.365866
  nChanged 821
		SP:Iteration 11Q (89831.580000 sec): 3 clusters
  Score: Raw -2957477.828389 + Penalty 3327.336281 = -2954150.492109
  nChanged 621
		SP:Iteration 12Q (89831.920000 sec): 3 clusters
  Score: Raw -2957764.223871 + Penalty 3327.336281 = -2954436.887590
  nChanged 507
		SP:Iteration 13Q (89832.270000 sec): 3 clusters
  Score: Raw -2957991.599733 + Penalty 3327.336281 = -2954664.263452
  nChanged 433
		SP:Iteration 14Q (89832.620000 sec): 3 clusters
  Score: Raw -2958176.688686 + Penalty 3327.336281 = -2954849.352405
  nChanged 409
		SP:Iteration 15Q (89832.960000 sec): 3 clusters
  Score: Raw -2958347.763172 + Penalty 3327.336281 = -2955020.426891
  nChanged 382
		SP:Iteration 16Q (89833.310000 sec): 3 clusters
  Score: Raw -2958503.590776 + Penalty 3327.336281 = -2955176.254495
  nChanged 355
		SP:Iteration 17Q (89833.670000 sec): 3 clusters
  Score: Raw -2958654.002840 + Penalty 3327.336281 = -2955326.666560
  nChanged 339
		SP:Iteration 18Q (89833.970000 sec): 3 clusters
  Score: Raw -2958802.395747 + Penalty 3327.336281 = -2955475.059467
  nChanged 344
		SP:Iteration 19Q (89834.380000 sec): 3 clusters
  Score: Raw -2958950.886143 + Penalty 3327.336281 = -2955623.549862
  nChanged 317
		SP:Iteration 20F (89834.670000 sec): 3 clusters
  Score: Raw -2959084.447390 + Penalty 3327.336281 = -2955757.111109
  nChanged 300
		SP:Iteration 21Q (89834.990000 sec): 3 clusters
  Score: Raw -2959226.189264 + Penalty 3327.336281 = -2955898.852983
  nChanged 310
		SP:Iteration 22Q (89835.320000 sec): 3 clusters
  Score: Raw -2959382.244608 + Penalty 3327.336281 = -2956054.908328
  nChanged 303
		SP:Iteration 23Q (89835.630000 sec): 3 clusters
  Score: Raw -2959530.803569 + Penalty 3327.336281 = -2956203.467289
  nChanged 269
		SP:Iteration 24Q (89835.970000 sec): 3 clusters
  Score: Raw -2959649.558544 + Penalty 3327.336281 = -2956322.222263
  nChanged 217
		SP:Iteration 25Q (89836.320000 sec): 3 clusters
  Score: Raw -2959740.619233 + Penalty 3327.336281 = -2956413.282952
  nChanged 200
		SP:Iteration 26Q (89836.640000 sec): 3 clusters
  Score: Raw -2959827.183922 + Penalty 3327.336281 = -2956499.847641
  nChanged 180
		SP:Iteration 27Q (89837.000000 sec): 3 clusters
  Score: Raw -2959894.291252 + Penalty 3327.336281 = -2956566.954971
  nChanged 150
		SP:Iteration 28Q (89837.300000 sec): 3 clusters
  Score: Raw -2959951.756448 + Penalty 3327.336281 = -2956624.420167
  nChanged 151
		SP:Iteration 29Q (89837.660000 sec): 3 clusters
  Score: Raw -2960008.387941 + Penalty 3327.336281 = -2956681.051660
  nChanged 140
		SP:Iteration 30Q (89838.010000 sec): 3 clusters
  Score: Raw -2960058.177155 + Penalty 3327.336281 = -2956730.840874
  nChanged 145
		SP:Iteration 31Q (89838.360000 sec): 3 clusters
  Score: Raw -2960111.957239 + Penalty 3327.336281 = -2956784.620959
  nChanged 121
		SP:Iteration 32Q (89838.720000 sec): 3 clusters
  Score: Raw -2960158.971881 + Penalty 3327.336281 = -2956831.635600
  nChanged 121
		SP:Iteration 33Q (89839.000000 sec): 3 clusters
  Score: Raw -2960204.855521 + Penalty 3327.336281 = -2956877.519240
  nChanged 122
		SP:Iteration 34Q (89839.390000 sec): 3 clusters
  Score: Raw -2960256.375479 + Penalty 3327.336281 = -2956929.039198
  nChanged 110
		SP:Iteration 35Q (89839.720000 sec): 3 clusters
  Score: Raw -2960302.177789 + Penalty 3327.336281 = -2956974.841509
  nChanged 94
		SP:Iteration 36Q (89840.030000 sec): 3 clusters
  Score: Raw -2960346.661273 + Penalty 3327.336281 = -2957019.324992
  nChanged 90
		SP:Iteration 37Q (89840.370000 sec): 3 clusters
  Score: Raw -2960391.187095 + Penalty 3327.336281 = -2957063.850814
  nChanged 96
		SP:Iteration 38Q (89840.700000 sec): 3 clusters
  Score: Raw -2960436.926604 + Penalty 3327.336281 = -2957109.590324
  nChanged 89
		SP:Iteration 39Q (89841.020000 sec): 3 clusters
  Score: Raw -2960474.586026 + Penalty 3327.336281 = -2957147.249746
  nChanged 79
		SP:Iteration 40F (89841.370000 sec): 3 clusters
  Score: Raw -2960506.107336 + Penalty 3327.336281 = -2957178.771055
  nChanged 77
		SP:Iteration 41Q (89841.710000 sec): 3 clusters
  Score: Raw -2960534.273140 + Penalty 3327.336281 = -2957206.936860
  nChanged 63
		SP:Iteration 42Q (89842.080000 sec): 3 clusters
  Score: Raw -2960556.070539 + Penalty 3327.336281 = -2957228.734258
  nChanged 48
		SP:Iteration 43Q (89842.360000 sec): 3 clusters
  Score: Raw -2960570.688079 + Penalty 3327.336281 = -2957243.351798
  nChanged 35
		SP:Iteration 44Q (89842.700000 sec): 3 clusters
  Score: Raw -2960580.211084 + Penalty 3327.336281 = -2957252.874803
  nChanged 30
		SP:Iteration 45Q (89843.040000 sec): 3 clusters
  Score: Raw -2960587.198430 + Penalty 3327.336281 = -2957259.862149
  nChanged 21
		SP:Iteration 46Q (89843.380000 sec): 3 clusters
  Score: Raw -2960592.833234 + Penalty 3327.336281 = -2957265.496954
  nChanged 13
		SP:Iteration 47Q (89843.760000 sec): 3 clusters
  Score: Raw -2960594.834180 + Penalty 3327.336281 = -2957267.497899
  nChanged 8
		SP:Iteration 48Q (89844.060000 sec): 3 clusters
  Score: Raw -2960596.131195 + Penalty 3327.336281 = -2957268.794915
  nChanged 6
		SP:Iteration 49Q (89844.360000 sec): 3 clusters
  Score: Raw -2960597.109654 + Penalty 3327.336281 = -2957269.773374
  nChanged 7
		SP:Iteration 50Q (89844.650000 sec): 3 clusters
  Score: Raw -2960598.173518 + Penalty 3327.336281 = -2957270.837237
  nChanged 11
		SP:Iteration 51Q (89844.960000 sec): 3 clusters
  Score: Raw -2960600.816344 + Penalty 3327.336281 = -2957273.480063
  nChanged 10
		SP:Iteration 52Q (89845.230000 sec): 3 clusters
  Score: Raw -2960603.430809 + Penalty 3327.336281 = -2957276.094528
  nChanged 5
		SP:Iteration 53Q (89845.590000 sec): 3 clusters
  Score: Raw -2960604.551148 + Penalty 3327.336281 = -2957277.214867
  nChanged 8
		SP:Iteration 54Q (89845.940000 sec): 3 clusters
  Score: Raw -2960606.303519 + Penalty 3327.336281 = -2957278.967238
  nChanged 10
		SP:Iteration 55Q (89846.230000 sec): 3 clusters
  Score: Raw -2960608.452904 + Penalty 3327.336281 = -2957281.116623
  nChanged 10
		SP:Iteration 56Q (89846.520000 sec): 3 clusters
  Score: Raw -2960610.813201 + Penalty 3327.336281 = -2957283.476920
  nChanged 12
		SP:Iteration 57Q (89846.810000 sec): 3 clusters
  Score: Raw -2960613.970153 + Penalty 3327.336281 = -2957286.633873
  nChanged 13
		SP:Iteration 58Q (89847.170000 sec): 3 clusters
  Score: Raw -2960616.157526 + Penalty 3327.336281 = -2957288.821246
  nChanged 6
		SP:Iteration 59Q (89847.530000 sec): 3 clusters
  Score: Raw -2960617.230958 + Penalty 3327.336281 = -2957289.894678
  nChanged 5
		SP:Iteration 60F (89847.920000 sec): 3 clusters
  Score: Raw -2960618.214675 + Penalty 3327.336281 = -2957290.878394
  nChanged 6
		SP:Iteration 61Q (89848.280000 sec): 3 clusters
  Score: Raw -2960619.182799 + Penalty 3327.336281 = -2957291.846518
  nChanged 6
		SP:Iteration 62Q (89848.590000 sec): 3 clusters
  Score: Raw -2960620.075205 + Penalty 3327.336281 = -2957292.738924
  nChanged 3
		SP:Iteration 63Q (89848.890000 sec): 3 clusters
  Score: Raw -2960620.719608 + Penalty 3327.336281 = -2957293.383327
  nChanged 2
		SP:Iteration 64Q (89849.230000 sec): 3 clusters
  Score: Raw -2960621.179279 + Penalty 3327.336281 = -2957293.842999
  nChanged 2
		SP:Iteration 65Q (89849.510000 sec): 3 clusters
  Score: Raw -2960621.504411 + Penalty 3327.336281 = -2957294.168131
  nChanged 2
		SP:Iteration 66Q (89849.860000 sec): 3 clusters
  Score: Raw -2960621.749821 + Penalty 3327.336281 = -2957294.413541
  nChanged 2
		SP:Iteration 67Q (89850.220000 sec): 3 clusters
  Score: Raw -2960622.273182 + Penalty 3327.336281 = -2957294.936901
  nChanged 3
		SP:Iteration 68Q (89850.560000 sec): 3 clusters
  Score: Raw -2960622.707404 + Penalty 3327.336281 = -2957295.371123
  nChanged 1
		SP:Iteration 69Q (89850.800000 sec): 3 clusters
  Score: Raw -2960622.929454 + Penalty 3327.336281 = -2957295.593174
  nChanged 1
		SP:Iteration 70Q (89851.130000 sec): 3 clusters
  Score: Raw -2960623.051651 + Penalty 3327.336281 = -2957295.715371
  nChanged 0
		SP:Iteration 71F (89851.460000 sec): 3 clusters
  Score: Raw -2960623.051651 + Penalty 3327.336281 = -2957295.715371
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89851.590000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89851.770000 sec): 3 clusters
  Score: Raw -55585.325844 + Penalty 2015.165482 = -53570.160362
  nChanged 112
		SP:Iteration 1F (89851.950000 sec): 3 clusters
  Score: Raw -55739.242222 + Penalty 2015.165482 = -53724.076740
  nChanged 27
		SP:Iteration 2F (89852.080000 sec): 3 clusters
  Score: Raw -55786.919409 + Penalty 2015.165482 = -53771.753928
  nChanged 9
		SP:Iteration 3Q (89852.260000 sec): 3 clusters
  Score: Raw -55802.218453 + Penalty 2015.165482 = -53787.052971
  nChanged 9
		SP:Iteration 4Q (89852.390000 sec): 3 clusters
  Score: Raw -55823.168634 + Penalty 2015.165482 = -53808.003152
  nChanged 9
		SP:Iteration 5Q (89852.590000 sec): 3 clusters
  Score: Raw -55841.368630 + Penalty 2015.165482 = -53826.203148
  nChanged 6
		SP:Iteration 6Q (89852.850000 sec): 3 clusters
  Score: Raw -55852.370430 + Penalty 2015.165482 = -53837.204948
  nChanged 7
		SP:Iteration 7Q (89853.040000 sec): 3 clusters
  Score: Raw -55867.552152 + Penalty 2015.165482 = -53852.386670
  nChanged 9
		SP:Iteration 8Q (89853.250000 sec): 3 clusters
  Score: Raw -55883.186957 + Penalty 2015.165482 = -53868.021476
  nChanged 11
		SP:Iteration 9Q (89853.480000 sec): 3 clusters
  Score: Raw -55895.918849 + Penalty 2015.165482 = -53880.753367
  nChanged 5
		SP:Iteration 10Q (89853.640000 sec): 3 clusters
  Score: Raw -55904.083678 + Penalty 2015.165482 = -53888.918196
  nChanged 5
		SP:Iteration 11Q (89853.750000 sec): 3 clusters
  Score: Raw -55911.428682 + Penalty 2015.165482 = -53896.263200
  nChanged 4
		SP:Iteration 12Q (89853.930000 sec): 3 clusters
  Score: Raw -55917.166060 + Penalty 2015.165482 = -53902.000578
  nChanged 4
		SP:Iteration 13Q (89854.090000 sec): 3 clusters
  Score: Raw -55922.611157 + Penalty 2015.165482 = -53907.445676
  nChanged 2
		SP:Iteration 14Q (89854.240000 sec): 3 clusters
  Score: Raw -55928.702607 + Penalty 2015.165482 = -53913.537125
  nChanged 4
		SP:Iteration 15Q (89854.410000 sec): 3 clusters
  Score: Raw -55939.235351 + Penalty 2015.165482 = -53924.069870
  nChanged 4
		SP:Iteration 16Q (89854.590000 sec): 3 clusters
  Score: Raw -55942.743146 + Penalty 2015.165482 = -53927.577664
  nChanged 1
		SP:Iteration 17Q (89854.750000 sec): 3 clusters
  Score: Raw -55943.661612 + Penalty 2015.165482 = -53928.496130
  nChanged 0
		SP:Iteration 18F (89854.910000 sec): 3 clusters
  Score: Raw -55943.661612 + Penalty 2015.165482 = -53928.496130
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89855.020000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89855.170000 sec): 3 clusters
  Score: Raw -48648.470101 + Penalty 1948.846929 = -46699.623172
  nChanged 79
		SP:Iteration 1F (89855.330000 sec): 3 clusters
  Score: Raw -48776.616159 + Penalty 1948.846929 = -46827.769230
  nChanged 22
		SP:Iteration 2F (89855.480000 sec): 3 clusters
  Score: Raw -48810.826104 + Penalty 1948.846929 = -46861.979175
  nChanged 10
		SP:Iteration 3Q (89855.690000 sec): 3 clusters
  Score: Raw -48831.017996 + Penalty 1948.846929 = -46882.171067
  nChanged 6
		SP:Iteration 4Q (89855.830000 sec): 3 clusters
  Score: Raw -48845.977042 + Penalty 1948.846929 = -46897.130114
  nChanged 8
		SP:Iteration 5Q (89856.000000 sec): 3 clusters
  Score: Raw -48860.879332 + Penalty 1948.846929 = -46912.032403
  nChanged 6
		SP:Iteration 6Q (89856.160000 sec): 3 clusters
  Score: Raw -48868.094633 + Penalty 1948.846929 = -46919.247705
  nChanged 3
		SP:Iteration 7Q (89856.310000 sec): 3 clusters
  Score: Raw -48872.040726 + Penalty 1948.846929 = -46923.193797
  nChanged 0
		SP:Iteration 8F (89856.480000 sec): 3 clusters
  Score: Raw -48872.040726 + Penalty 1948.846929 = -46923.193797
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (330185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89858.090000 sec): 2 clusters
  Score: Raw -37528479.484804 + Penalty 2064.953862 = -37526414.530942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89860.160000 sec): 3 clusters
  Score: Raw -37307214.670983 + Penalty 4129.907724 = -37303084.763259
  nChanged 161353
		SP:Iteration 1F (89861.990000 sec): 3 clusters
  Score: Raw -37406211.516748 + Penalty 4129.907724 = -37402081.609024
  nChanged 12881
		SP:Iteration 2Q (89864.190000 sec): 3 clusters
  Score: Raw -37410836.259301 + Penalty 4129.907724 = -37406706.351577
  nChanged 15413
		SP:Iteration 3Q (89866.320000 sec): 3 clusters
  Score: Raw -37418074.211549 + Penalty 4129.907724 = -37413944.303825
  nChanged 18567
		SP:Iteration 4F (89868.180000 sec): 3 clusters
  Score: Raw -37428998.630297 + Penalty 4129.907724 = -37424868.722573
  nChanged 22162
		SP:Iteration 5F (89870.010000 sec): 3 clusters
  Score: Raw -37444805.222445 + Penalty 4129.907724 = -37440675.314721
  nChanged 24004
		SP:Iteration 6F (89871.930000 sec): 3 clusters
  Score: Raw -37464275.854716 + Penalty 4129.907724 = -37460145.946992
  nChanged 22913
		SP:Iteration 7F (89873.650000 sec): 3 clusters
  Score: Raw -37483927.947936 + Penalty 4129.907724 = -37479798.040212
  nChanged 19052
		SP:Iteration 8F (89875.630000 sec): 3 clusters
  Score: Raw -37500311.094539 + Penalty 4129.907724 = -37496181.186814
  nChanged 13949
		SP:Iteration 9Q (89877.680000 sec): 3 clusters
  Score: Raw -37511872.618627 + Penalty 4129.907724 = -37507742.710903
  nChanged 9325
		SP:Iteration 10Q (89879.470000 sec): 3 clusters
  Score: Raw -37519074.782556 + Penalty 4129.907724 = -37514944.874831
  nChanged 5950
		SP:Iteration 11Q (89881.080000 sec): 3 clusters
  Score: Raw -37523413.952835 + Penalty 4129.907724 = -37519284.045111
  nChanged 3600
		SP:Iteration 12Q (89882.680000 sec): 3 clusters
  Score: Raw -37525859.506465 + Penalty 4129.907724 = -37521729.598741
  nChanged 2031
		SP:Iteration 13Q (89884.380000 sec): 3 clusters
  Score: Raw -37527150.034275 + Penalty 4129.907724 = -37523020.126550
  nChanged 1160
		SP:Iteration 14Q (89885.980000 sec): 3 clusters
  Score: Raw -37527882.005044 + Penalty 4129.907724 = -37523752.097319
  nChanged 659
		SP:Iteration 15Q (89887.550000 sec): 3 clusters
  Score: Raw -37528280.383093 + Penalty 4129.907724 = -37524150.475369
  nChanged 372
		SP:Iteration 16Q (89889.390000 sec): 3 clusters
  Score: Raw -37528480.918795 + Penalty 4129.907724 = -37524351.011071
  nChanged 244
		SP:Iteration 17Q (89891.000000 sec): 3 clusters
  Score: Raw -37528617.979244 + Penalty 4129.907724 = -37524488.071520
  nChanged 169
		SP:Iteration 18Q (89892.410000 sec): 3 clusters
  Score: Raw -37528711.472928 + Penalty 4129.907724 = -37524581.565204
  nChanged 122
		SP:Iteration 19Q (89893.940000 sec): 3 clusters
  Score: Raw -37528760.078398 + Penalty 4129.907724 = -37524630.170674
  nChanged 67
		SP:Iteration 20F (89895.850000 sec): 3 clusters
  Score: Raw -37528792.036993 + Penalty 4129.907724 = -37524662.129268
  nChanged 57
		SP:Iteration 21Q (89897.350000 sec): 3 clusters
  Score: Raw -37528822.647004 + Penalty 4129.907724 = -37524692.739280
  nChanged 60
		SP:Iteration 22Q (89898.860000 sec): 3 clusters
  Score: Raw -37528856.440604 + Penalty 4129.907724 = -37524726.532880
  nChanged 48
		SP:Iteration 23Q (89900.490000 sec): 3 clusters
  Score: Raw -37528884.003453 + Penalty 4129.907724 = -37524754.095729
  nChanged 40
		SP:Iteration 24Q (89901.990000 sec): 3 clusters
  Score: Raw -37528904.249049 + Penalty 4129.907724 = -37524774.341325
  nChanged 36
		SP:Iteration 25Q (89903.480000 sec): 3 clusters
  Score: Raw -37528920.764556 + Penalty 4129.907724 = -37524790.856831
  nChanged 26
		SP:Iteration 26Q (89904.900000 sec): 3 clusters
  Score: Raw -37528930.979145 + Penalty 4129.907724 = -37524801.071420
  nChanged 10
		SP:Iteration 27Q (89906.970000 sec): 3 clusters
  Score: Raw -37528935.322184 + Penalty 4129.907724 = -37524805.414460
  nChanged 7
		SP:Iteration 28Q (89908.840000 sec): 3 clusters
  Score: Raw -37528937.560654 + Penalty 4129.907724 = -37524807.652930
  nChanged 7
		SP:Iteration 29Q (89910.640000 sec): 3 clusters
  Score: Raw -37528940.621365 + Penalty 4129.907724 = -37524810.713640
  nChanged 10
		SP:Iteration 30Q (89912.410000 sec): 3 clusters
  Score: Raw -37528943.915223 + Penalty 4129.907724 = -37524814.007499
  nChanged 6
		SP:Iteration 31Q (89913.900000 sec): 3 clusters
  Score: Raw -37528946.084331 + Penalty 4129.907724 = -37524816.176606
  nChanged 5
		SP:Iteration 32Q (89915.440000 sec): 3 clusters
  Score: Raw -37528948.585178 + Penalty 4129.907724 = -37524818.677453
  nChanged 4
		SP:Iteration 33Q (89917.070000 sec): 3 clusters
  Score: Raw -37528950.197581 + Penalty 4129.907724 = -37524820.289857
  nChanged 7
		SP:Iteration 34Q (89918.800000 sec): 3 clusters
  Score: Raw -37528953.146520 + Penalty 4129.907724 = -37524823.238796
  nChanged 7
		SP:Iteration 35Q (89920.490000 sec): 3 clusters
  Score: Raw -37528955.987270 + Penalty 4129.907724 = -37524826.079546
  nChanged 6
		SP:Iteration 36Q (89922.210000 sec): 3 clusters
  Score: Raw -37528957.599384 + Penalty 4129.907724 = -37524827.691659
  nChanged 5
		SP:Iteration 37Q (89923.890000 sec): 3 clusters
  Score: Raw -37528959.523060 + Penalty 4129.907724 = -37524829.615336
  nChanged 5
		SP:Iteration 38Q (89925.510000 sec): 3 clusters
  Score: Raw -37528961.517790 + Penalty 4129.907724 = -37524831.610066
  nChanged 9
		SP:Iteration 39Q (89927.090000 sec): 3 clusters
  Score: Raw -37528965.152539 + Penalty 4129.907724 = -37524835.244814
  nChanged 10
		SP:Iteration 40F (89928.920000 sec): 3 clusters
  Score: Raw -37528968.686178 + Penalty 4129.907724 = -37524838.778454
  nChanged 2
		SP:Iteration 41Q (89930.580000 sec): 3 clusters
  Score: Raw -37528969.216671 + Penalty 4129.907724 = -37524839.308946
  nChanged 1
		SP:Iteration 42Q (89932.240000 sec): 3 clusters
  Score: Raw -37528969.426791 + Penalty 4129.907724 = -37524839.519067
  nChanged 0
		SP:Iteration 43F (89934.130000 sec): 3 clusters
  Score: Raw -37528969.426791 + Penalty 4129.907724 = -37524839.519067
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (74526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89934.580000 sec): 2 clusters
  Score: Raw -8269646.016140 + Penalty 1823.071792 = -8267822.944348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89935.180000 sec): 3 clusters
  Score: Raw -8221649.059928 + Penalty 3646.143584 = -8218002.916344
  nChanged 35361
		SP:Iteration 1F (89935.820000 sec): 3 clusters
  Score: Raw -8242645.286256 + Penalty 3646.143584 = -8238999.142671
  nChanged 3645
		SP:Iteration 2Q (89936.380000 sec): 3 clusters
  Score: Raw -8244211.251649 + Penalty 3646.143584 = -8240565.108065
  nChanged 4486
		SP:Iteration 3F (89936.940000 sec): 3 clusters
  Score: Raw -8246652.531569 + Penalty 3646.143584 = -8243006.387984
  nChanged 5366
		SP:Iteration 4F (89937.550000 sec): 3 clusters
  Score: Raw -8250235.995027 + Penalty 3646.143584 = -8246589.851442
  nChanged 5889
		SP:Iteration 5F (89938.190000 sec): 3 clusters
  Score: Raw -8254277.469522 + Penalty 3646.143584 = -8250631.325937
  nChanged 5159
		SP:Iteration 6F (89938.770000 sec): 3 clusters
  Score: Raw -8257980.615934 + Penalty 3646.143584 = -8254334.472350
  nChanged 4135
		SP:Iteration 7F (89939.310000 sec): 3 clusters
  Score: Raw -8261187.867981 + Penalty 3646.143584 = -8257541.724396
  nChanged 3252
		SP:Iteration 8Q (89939.980000 sec): 3 clusters
  Score: Raw -8263927.044734 + Penalty 3646.143584 = -8260280.901149
  nChanged 2454
		SP:Iteration 9Q (89940.590000 sec): 3 clusters
  Score: Raw -8265770.608248 + Penalty 3646.143584 = -8262124.464663
  nChanged 1707
		SP:Iteration 10Q (89941.190000 sec): 3 clusters
  Score: Raw -8266710.298078 + Penalty 3646.143584 = -8263064.154493
  nChanged 1140
		SP:Iteration 11Q (89941.760000 sec): 3 clusters
  Score: Raw -8267230.286809 + Penalty 3646.143584 = -8263584.143224
  nChanged 844
		SP:Iteration 12Q (89942.300000 sec): 3 clusters
  Score: Raw -8267584.544663 + Penalty 3646.143584 = -8263938.401079
  nChanged 742
		SP:Iteration 13Q (89942.950000 sec): 3 clusters
  Score: Raw -8267858.644198 + Penalty 3646.143584 = -8264212.500614
  nChanged 663
		SP:Iteration 14Q (89943.540000 sec): 3 clusters
  Score: Raw -8268087.167232 + Penalty 3646.143584 = -8264441.023648
  nChanged 599
		SP:Iteration 15Q (89944.150000 sec): 3 clusters
  Score: Raw -8268293.534127 + Penalty 3646.143584 = -8264647.390542
  nChanged 561
		SP:Iteration 16Q (89944.710000 sec): 3 clusters
  Score: Raw -8268473.955110 + Penalty 3646.143584 = -8264827.811525
  nChanged 514
		SP:Iteration 17Q (89945.240000 sec): 3 clusters
  Score: Raw -8268629.600500 + Penalty 3646.143584 = -8264983.456915
  nChanged 477
		SP:Iteration 18Q (89945.840000 sec): 3 clusters
  Score: Raw -8268781.932596 + Penalty 3646.143584 = -8265135.789012
  nChanged 466
		SP:Iteration 19Q (89946.380000 sec): 3 clusters
  Score: Raw -8268941.765956 + Penalty 3646.143584 = -8265295.622371
  nChanged 453
		SP:Iteration 20F (89946.980000 sec): 3 clusters
  Score: Raw -8269089.600480 + Penalty 3646.143584 = -8265443.456895
  nChanged 433
		SP:Iteration 21Q (89947.520000 sec): 3 clusters
  Score: Raw -8269246.318528 + Penalty 3646.143584 = -8265600.174943
  nChanged 406
		SP:Iteration 22Q (89948.100000 sec): 3 clusters
  Score: Raw -8269390.502344 + Penalty 3646.143584 = -8265744.358760
  nChanged 369
		SP:Iteration 23Q (89948.690000 sec): 3 clusters
  Score: Raw -8269521.428677 + Penalty 3646.143584 = -8265875.285093
  nChanged 343
		SP:Iteration 24Q (89949.260000 sec): 3 clusters
  Score: Raw -8269638.396734 + Penalty 3646.143584 = -8265992.253150
  nChanged 306
		SP:Iteration 25Q (89949.800000 sec): 3 clusters
  Score: Raw -8269742.686706 + Penalty 3646.143584 = -8266096.543122
  nChanged 255
		SP:Iteration 26Q (89950.420000 sec): 3 clusters
  Score: Raw -8269817.834120 + Penalty 3646.143584 = -8266171.690536
  nChanged 218
		SP:Iteration 27Q (89950.980000 sec): 3 clusters
  Score: Raw -8269885.724779 + Penalty 3646.143584 = -8266239.581194
  nChanged 213
		SP:Iteration 28Q (89951.520000 sec): 3 clusters
  Score: Raw -8269959.237888 + Penalty 3646.143584 = -8266313.094303
  nChanged 201
		SP:Iteration 29Q (89952.040000 sec): 3 clusters
  Score: Raw -8270027.859585 + Penalty 3646.143584 = -8266381.716000
  nChanged 162
		SP:Iteration 30Q (89952.540000 sec): 3 clusters
  Score: Raw -8270083.576141 + Penalty 3646.143584 = -8266437.432557
  nChanged 157
		SP:Iteration 31Q (89953.090000 sec): 3 clusters
  Score: Raw -8270133.130401 + Penalty 3646.143584 = -8266486.986817
  nChanged 130
		SP:Iteration 32Q (89953.570000 sec): 3 clusters
  Score: Raw -8270173.736167 + Penalty 3646.143584 = -8266527.592583
  nChanged 114
		SP:Iteration 33Q (89954.080000 sec): 3 clusters
  Score: Raw -8270208.971411 + Penalty 3646.143584 = -8266562.827826
  nChanged 98
		SP:Iteration 34Q (89954.580000 sec): 3 clusters
  Score: Raw -8270238.625307 + Penalty 3646.143584 = -8266592.481723
  nChanged 96
		SP:Iteration 35Q (89955.180000 sec): 3 clusters
  Score: Raw -8270266.250391 + Penalty 3646.143584 = -8266620.106806
  nChanged 70
		SP:Iteration 36Q (89955.770000 sec): 3 clusters
  Score: Raw -8270285.494957 + Penalty 3646.143584 = -8266639.351373
  nChanged 64
		SP:Iteration 37Q (89956.240000 sec): 3 clusters
  Score: Raw -8270301.502724 + Penalty 3646.143584 = -8266655.359139
  nChanged 52
		SP:Iteration 38Q (89956.750000 sec): 3 clusters
  Score: Raw -8270313.735810 + Penalty 3646.143584 = -8266667.592225
  nChanged 43
		SP:Iteration 39Q (89957.350000 sec): 3 clusters
  Score: Raw -8270322.852099 + Penalty 3646.143584 = -8266676.708514
  nChanged 33
		SP:Iteration 40F (89957.850000 sec): 3 clusters
  Score: Raw -8270331.366510 + Penalty 3646.143584 = -8266685.222926
  nChanged 41
		SP:Iteration 41Q (89958.390000 sec): 3 clusters
  Score: Raw -8270341.806699 + Penalty 3646.143584 = -8266695.663115
  nChanged 36
		SP:Iteration 42Q (89959.060000 sec): 3 clusters
  Score: Raw -8270351.096504 + Penalty 3646.143584 = -8266704.952919
  nChanged 32
		SP:Iteration 43Q (89959.650000 sec): 3 clusters
  Score: Raw -8270358.105027 + Penalty 3646.143584 = -8266711.961443
  nChanged 31
		SP:Iteration 44Q (89960.150000 sec): 3 clusters
  Score: Raw -8270364.138294 + Penalty 3646.143584 = -8266717.994710
  nChanged 22
		SP:Iteration 45Q (89960.820000 sec): 3 clusters
  Score: Raw -8270368.407321 + Penalty 3646.143584 = -8266722.263736
  nChanged 19
		SP:Iteration 46Q (89961.360000 sec): 3 clusters
  Score: Raw -8270371.545235 + Penalty 3646.143584 = -8266725.401650
  nChanged 16
		SP:Iteration 47Q (89961.920000 sec): 3 clusters
  Score: Raw -8270374.295813 + Penalty 3646.143584 = -8266728.152228
  nChanged 16
		SP:Iteration 48Q (89962.460000 sec): 3 clusters
  Score: Raw -8270378.667372 + Penalty 3646.143584 = -8266732.523787
  nChanged 29
		SP:Iteration 49Q (89963.060000 sec): 3 clusters
  Score: Raw -8270386.806051 + Penalty 3646.143584 = -8266740.662467
  nChanged 26
		SP:Iteration 50Q (89963.640000 sec): 3 clusters
  Score: Raw -8270391.866213 + Penalty 3646.143584 = -8266745.722629
  nChanged 16
		SP:Iteration 51Q (89964.200000 sec): 3 clusters
  Score: Raw -8270394.502949 + Penalty 3646.143584 = -8266748.359365
  nChanged 14
		SP:Iteration 52Q (89964.680000 sec): 3 clusters
  Score: Raw -8270396.643633 + Penalty 3646.143584 = -8266750.500048
  nChanged 10
		SP:Iteration 53Q (89965.210000 sec): 3 clusters
  Score: Raw -8270398.386259 + Penalty 3646.143584 = -8266752.242675
  nChanged 7
		SP:Iteration 54Q (89965.800000 sec): 3 clusters
  Score: Raw -8270399.481910 + Penalty 3646.143584 = -8266753.338326
  nChanged 10
		SP:Iteration 55Q (89966.340000 sec): 3 clusters
  Score: Raw -8270401.137487 + Penalty 3646.143584 = -8266754.993903
  nChanged 8
		SP:Iteration 56Q (89966.890000 sec): 3 clusters
  Score: Raw -8270402.379728 + Penalty 3646.143584 = -8266756.236143
  nChanged 4
		SP:Iteration 57Q (89967.370000 sec): 3 clusters
  Score: Raw -8270402.903776 + Penalty 3646.143584 = -8266756.760191
  nChanged 1
		SP:Iteration 58Q (89967.910000 sec): 3 clusters
  Score: Raw -8270402.966024 + Penalty 3646.143584 = -8266756.822439
  nChanged 1
		SP:Iteration 59Q (89968.400000 sec): 3 clusters
  Score: Raw -8270403.260543 + Penalty 3646.143584 = -8266757.116958
  nChanged 3
		SP:Iteration 60F (89969.010000 sec): 3 clusters
  Score: Raw -8270403.835122 + Penalty 3646.143584 = -8266757.691537
  nChanged 3
		SP:Iteration 61Q (89969.510000 sec): 3 clusters
  Score: Raw -8270404.384149 + Penalty 3646.143584 = -8266758.240564
  nChanged 4
		SP:Iteration 62Q (89969.960000 sec): 3 clusters
  Score: Raw -8270405.175571 + Penalty 3646.143584 = -8266759.031986
  nChanged 3
		SP:Iteration 63Q (89970.460000 sec): 3 clusters
  Score: Raw -8270405.843723 + Penalty 3646.143584 = -8266759.700138
  nChanged 5
		SP:Iteration 64Q (89970.860000 sec): 3 clusters
  Score: Raw -8270406.396655 + Penalty 3646.143584 = -8266760.253071
  nChanged 4
		SP:Iteration 65Q (89971.310000 sec): 3 clusters
  Score: Raw -8270407.177284 + Penalty 3646.143584 = -8266761.033700
  nChanged 5
		SP:Iteration 66Q (89971.810000 sec): 3 clusters
  Score: Raw -8270408.069088 + Penalty 3646.143584 = -8266761.925503
  nChanged 7
		SP:Iteration 67Q (89972.310000 sec): 3 clusters
  Score: Raw -8270409.136262 + Penalty 3646.143584 = -8266762.992677
  nChanged 4
		SP:Iteration 68Q (89972.830000 sec): 3 clusters
  Score: Raw -8270410.092713 + Penalty 3646.143584 = -8266763.949128
  nChanged 6
		SP:Iteration 69Q (89973.320000 sec): 3 clusters
  Score: Raw -8270411.055106 + Penalty 3646.143584 = -8266764.911521
  nChanged 2
		SP:Iteration 70Q (89973.890000 sec): 3 clusters
  Score: Raw -8270411.508114 + Penalty 3646.143584 = -8266765.364529
  nChanged 4
		SP:Iteration 71Q (89974.410000 sec): 3 clusters
  Score: Raw -8270412.403270 + Penalty 3646.143584 = -8266766.259686
  nChanged 5
		SP:Iteration 72Q (89974.860000 sec): 3 clusters
  Score: Raw -8270412.938768 + Penalty 3646.143584 = -8266766.795184
  nChanged 2
		SP:Iteration 73Q (89975.410000 sec): 3 clusters
  Score: Raw -8270413.060920 + Penalty 3646.143584 = -8266766.917336
  nChanged 2
		SP:Iteration 74Q (89975.940000 sec): 3 clusters
  Score: Raw -8270413.440517 + Penalty 3646.143584 = -8266767.296933
  nChanged 2
		SP:Iteration 75Q (89976.470000 sec): 3 clusters
  Score: Raw -8270413.695259 + Penalty 3646.143584 = -8266767.551675
  nChanged 0
		SP:Iteration 76F (89976.990000 sec): 3 clusters
  Score: Raw -8270413.695259 + Penalty 3646.143584 = -8266767.551675
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89977.150000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89977.310000 sec): 3 clusters
  Score: Raw -52447.631713 + Penalty 1991.941318 = -50455.690395
  nChanged 103
		SP:Iteration 1F (89977.450000 sec): 3 clusters
  Score: Raw -52598.419094 + Penalty 1991.941318 = -50606.477776
  nChanged 29
		SP:Iteration 2F (89977.620000 sec): 3 clusters
  Score: Raw -52674.253688 + Penalty 1991.941318 = -50682.312370
  nChanged 25
		SP:Iteration 3F (89977.770000 sec): 3 clusters
  Score: Raw -52744.636937 + Penalty 1991.941318 = -50752.695619
  nChanged 21
		SP:Iteration 4Q (89977.990000 sec): 3 clusters
  Score: Raw -52792.490289 + Penalty 1991.941318 = -50800.548971
  nChanged 19
		SP:Iteration 5Q (89978.130000 sec): 3 clusters
  Score: Raw -52837.127564 + Penalty 1991.941318 = -50845.186245
  nChanged 14
		SP:Iteration 6Q (89978.270000 sec): 3 clusters
  Score: Raw -52886.652173 + Penalty 1991.941318 = -50894.710854
  nChanged 8
		SP:Iteration 7Q (89978.480000 sec): 3 clusters
  Score: Raw -52915.446311 + Penalty 1991.941318 = -50923.504993
  nChanged 6
		SP:Iteration 8Q (89978.620000 sec): 3 clusters
  Score: Raw -52928.217877 + Penalty 1991.941318 = -50936.276558
  nChanged 0
		SP:Iteration 9F (89978.790000 sec): 3 clusters
  Score: Raw -52928.217877 + Penalty 1991.941318 = -50936.276558
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89978.880000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89979.050000 sec): 3 clusters
  Score: Raw -29099.310451 + Penalty 1844.944986 = -27254.365465
  nChanged 50
		SP:Iteration 1F (89979.160000 sec): 3 clusters
  Score: Raw -29208.914390 + Penalty 1844.944986 = -27363.969405
  nChanged 13
		SP:Iteration 2Q (89979.340000 sec): 3 clusters
  Score: Raw -29246.268247 + Penalty 1844.944986 = -27401.323262
  nChanged 12
		SP:Iteration 3Q (89979.480000 sec): 3 clusters
  Score: Raw -29289.944397 + Penalty 1844.944986 = -27444.999411
  nChanged 7
		SP:Iteration 4Q (89979.680000 sec): 3 clusters
  Score: Raw -29345.960137 + Penalty 1844.944986 = -27501.015151
  nChanged 8
		SP:Iteration 5Q (89979.840000 sec): 3 clusters
  Score: Raw -29472.633664 + Penalty 1844.944986 = -27627.688678
  nChanged 10
		SP:Iteration 6Q (89980.020000 sec): 3 clusters
  Score: Raw -29506.953467 + Penalty 1844.944986 = -27662.008482
  nChanged 3
		SP:Iteration 7Q (89980.200000 sec): 3 clusters
  Score: Raw -29517.194115 + Penalty 1844.944986 = -27672.249130
  nChanged 2
		SP:Iteration 8Q (89980.330000 sec): 3 clusters
  Score: Raw -29521.177902 + Penalty 1844.944986 = -27676.232916
  nChanged 1
		SP:Iteration 9Q (89980.460000 sec): 3 clusters
  Score: Raw -29524.670704 + Penalty 1844.944986 = -27679.725719
  nChanged 3
		SP:Iteration 10Q (89980.630000 sec): 3 clusters
  Score: Raw -29538.727657 + Penalty 1844.944986 = -27693.782672
  nChanged 2
		SP:Iteration 11Q (89980.780000 sec): 3 clusters
  Score: Raw -29547.254804 + Penalty 1844.944986 = -27702.309818
  nChanged 1
		SP:Iteration 12Q (89980.930000 sec): 3 clusters
  Score: Raw -29551.377705 + Penalty 1844.944986 = -27706.432720
  nChanged 1
		SP:Iteration 13Q (89981.080000 sec): 3 clusters
  Score: Raw -29554.917941 + Penalty 1844.944986 = -27709.972956
  nChanged 0
		SP:Iteration 14F (89981.250000 sec): 3 clusters
  Score: Raw -29554.917941 + Penalty 1844.944986 = -27709.972956
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89981.360000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89981.490000 sec): 3 clusters
  Score: Raw -12548.677584 + Penalty 1653.468809 = -10895.208775
  nChanged 20
		SP:Iteration 1F (89981.670000 sec): 3 clusters
  Score: Raw -12622.229547 + Penalty 1653.468809 = -10968.760738
  nChanged 6
		SP:Iteration 2Q (89981.810000 sec): 3 clusters
  Score: Raw -12650.357763 + Penalty 1653.468809 = -10996.888954
  nChanged 2
		SP:Iteration 3Q (89981.970000 sec): 3 clusters
  Score: Raw -12659.187537 + Penalty 1653.468809 = -11005.718728
  nChanged 1
		SP:Iteration 4Q (89982.170000 sec): 3 clusters
  Score: Raw -12664.860256 + Penalty 1653.468809 = -11011.391447
  nChanged 0
		SP:Iteration 5F (89982.300000 sec): 3 clusters
  Score: Raw -12664.860256 + Penalty 1653.468809 = -11011.391447
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89982.380000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89982.550000 sec): 3 clusters
  Score: Raw -61341.553215 + Penalty 2044.759970 = -59296.793245
  nChanged 125
		SP:Iteration 1F (89982.720000 sec): 3 clusters
  Score: Raw -61577.747696 + Penalty 2044.759970 = -59532.987726
  nChanged 65
		SP:Iteration 2F (89982.860000 sec): 3 clusters
  Score: Raw -61767.055221 + Penalty 2044.759970 = -59722.295251
  nChanged 31
		SP:Iteration 3F (89983.050000 sec): 3 clusters
  Score: Raw -61830.200033 + Penalty 2044.759970 = -59785.440063
  nChanged 21
		SP:Iteration 4Q (89983.240000 sec): 3 clusters
  Score: Raw -61868.760289 + Penalty 2044.759970 = -59824.000319
  nChanged 13
		SP:Iteration 5Q (89983.430000 sec): 3 clusters
  Score: Raw -61891.453578 + Penalty 2044.759970 = -59846.693608
  nChanged 13
		SP:Iteration 6Q (89983.580000 sec): 3 clusters
  Score: Raw -61911.983326 + Penalty 2044.759970 = -59867.223356
  nChanged 8
		SP:Iteration 7Q (89983.800000 sec): 3 clusters
  Score: Raw -61930.069875 + Penalty 2044.759970 = -59885.309905
  nChanged 8
		SP:Iteration 8Q (89983.920000 sec): 3 clusters
  Score: Raw -61947.766408 + Penalty 2044.759970 = -59903.006438
  nChanged 7
		SP:Iteration 9Q (89984.100000 sec): 3 clusters
  Score: Raw -61964.910548 + Penalty 2044.759970 = -59920.150578
  nChanged 5
		SP:Iteration 10Q (89984.290000 sec): 3 clusters
  Score: Raw -61981.926781 + Penalty 2044.759970 = -59937.166811
  nChanged 5
		SP:Iteration 11Q (89984.420000 sec): 3 clusters
  Score: Raw -61998.874385 + Penalty 2044.759970 = -59954.114414
  nChanged 2
		SP:Iteration 12Q (89984.570000 sec): 3 clusters
  Score: Raw -62002.294185 + Penalty 2044.759970 = -59957.534215
  nChanged 0
		SP:Iteration 13F (89984.740000 sec): 3 clusters
  Score: Raw -62002.294185 + Penalty 2044.759970 = -59957.534215
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89984.830000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89984.980000 sec): 3 clusters
  Score: Raw -19345.277426 + Penalty 1726.791943 = -17618.485482
  nChanged 34
		SP:Iteration 1F (89985.140000 sec): 3 clusters
  Score: Raw -19558.383509 + Penalty 1726.791943 = -17831.591566
  nChanged 5
		SP:Iteration 2Q (89985.280000 sec): 3 clusters
  Score: Raw -19581.864800 + Penalty 1726.791943 = -17855.072857
  nChanged 3
		SP:Iteration 3Q (89985.460000 sec): 3 clusters
  Score: Raw -19598.108365 + Penalty 1726.791943 = -17871.316422
  nChanged 3
		SP:Iteration 4Q (89985.600000 sec): 3 clusters
  Score: Raw -19607.890247 + Penalty 1726.791943 = -17881.098304
  nChanged 2
		SP:Iteration 5Q (89985.770000 sec): 3 clusters
  Score: Raw -19617.515881 + Penalty 1726.791943 = -17890.723938
  nChanged 2
		SP:Iteration 6Q (89985.950000 sec): 3 clusters
  Score: Raw -19627.057835 + Penalty 1726.791943 = -17900.265892
  nChanged 1
		SP:Iteration 7Q (89986.190000 sec): 3 clusters
  Score: Raw -19629.614025 + Penalty 1726.791943 = -17902.822082
  nChanged 1
		SP:Iteration 8Q (89986.330000 sec): 3 clusters
  Score: Raw -19633.364612 + Penalty 1726.791943 = -17906.572669
  nChanged 0
		SP:Iteration 9F (89986.540000 sec): 3 clusters
  Score: Raw -19633.364612 + Penalty 1726.791943 = -17906.572669
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (8004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89986.630000 sec): 2 clusters
  Score: Raw -876061.662537 + Penalty 1460.500713 = -874601.161824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89986.880000 sec): 3 clusters
  Score: Raw -871669.936636 + Penalty 2921.001426 = -868748.935210
  nChanged 3414
		SP:Iteration 1F (89987.070000 sec): 3 clusters
  Score: Raw -873433.469839 + Penalty 2921.001426 = -870512.468413
  nChanged 519
		SP:Iteration 2F (89987.290000 sec): 3 clusters
  Score: Raw -873681.096067 + Penalty 2921.001426 = -870760.094641
  nChanged 443
		SP:Iteration 3F (89987.520000 sec): 3 clusters
  Score: Raw -873890.048071 + Penalty 2921.001426 = -870969.046645
  nChanged 382
		SP:Iteration 4Q (89987.720000 sec): 3 clusters
  Score: Raw -874067.633548 + Penalty 2921.001426 = -871146.632122
  nChanged 340
		SP:Iteration 5Q (89987.930000 sec): 3 clusters
  Score: Raw -874236.106290 + Penalty 2921.001426 = -871315.104864
  nChanged 348
		SP:Iteration 6Q (89988.120000 sec): 3 clusters
  Score: Raw -874418.677569 + Penalty 2921.001426 = -871497.676143
  nChanged 356
		SP:Iteration 7Q (89988.350000 sec): 3 clusters
  Score: Raw -874629.653392 + Penalty 2921.001426 = -871708.651966
  nChanged 379
		SP:Iteration 8Q (89988.540000 sec): 3 clusters
  Score: Raw -874873.069501 + Penalty 2921.001426 = -871952.068075
  nChanged 376
		SP:Iteration 9Q (89988.760000 sec): 3 clusters
  Score: Raw -875141.248701 + Penalty 2921.001426 = -872220.247275
  nChanged 340
		SP:Iteration 10Q (89988.960000 sec): 3 clusters
  Score: Raw -875390.696726 + Penalty 2921.001426 = -872469.695300
  nChanged 335
		SP:Iteration 11Q (89989.160000 sec): 3 clusters
  Score: Raw -875640.649044 + Penalty 2921.001426 = -872719.647618
  nChanged 315
		SP:Iteration 12Q (89989.360000 sec): 3 clusters
  Score: Raw -875879.416129 + Penalty 2921.001426 = -872958.414703
  nChanged 247
		SP:Iteration 13Q (89989.550000 sec): 3 clusters
  Score: Raw -876038.244465 + Penalty 2921.001426 = -873117.243039
  nChanged 180
		SP:Iteration 14Q (89989.760000 sec): 3 clusters
  Score: Raw -876151.008913 + Penalty 2921.001426 = -873230.007487
  nChanged 136
		SP:Iteration 15Q (89989.980000 sec): 3 clusters
  Score: Raw -876231.918847 + Penalty 2921.001426 = -873310.917421
  nChanged 106
		SP:Iteration 16Q (89990.160000 sec): 3 clusters
  Score: Raw -876292.763290 + Penalty 2921.001426 = -873371.761864
  nChanged 98
		SP:Iteration 17Q (89990.360000 sec): 3 clusters
  Score: Raw -876343.076608 + Penalty 2921.001426 = -873422.075182
  nChanged 64
		SP:Iteration 18Q (89990.590000 sec): 3 clusters
  Score: Raw -876370.356283 + Penalty 2921.001426 = -873449.354857
  nChanged 48
		SP:Iteration 19Q (89990.800000 sec): 3 clusters
  Score: Raw -876387.677435 + Penalty 2921.001426 = -873466.676009
  nChanged 42
		SP:Iteration 20F (89990.920000 sec): 3 clusters
  Score: Raw -876403.862155 + Penalty 2921.001426 = -873482.860729
  nChanged 36
		SP:Iteration 21Q (89991.120000 sec): 3 clusters
  Score: Raw -876416.766382 + Penalty 2921.001426 = -873495.764956
  nChanged 28
		SP:Iteration 22Q (89991.330000 sec): 3 clusters
  Score: Raw -876426.725627 + Penalty 2921.001426 = -873505.724201
  nChanged 19
		SP:Iteration 23Q (89991.550000 sec): 3 clusters
  Score: Raw -876430.970742 + Penalty 2921.001426 = -873509.969316
  nChanged 17
		SP:Iteration 24Q (89991.720000 sec): 3 clusters
  Score: Raw -876438.393957 + Penalty 2921.001426 = -873517.392531
  nChanged 16
		SP:Iteration 25Q (89991.950000 sec): 3 clusters
  Score: Raw -876444.230602 + Penalty 2921.001426 = -873523.229176
  nChanged 14
		SP:Iteration 26Q (89992.150000 sec): 3 clusters
  Score: Raw -876448.021572 + Penalty 2921.001426 = -873527.020146
  nChanged 10
		SP:Iteration 27Q (89992.300000 sec): 3 clusters
  Score: Raw -876449.939700 + Penalty 2921.001426 = -873528.938274
  nChanged 5
		SP:Iteration 28Q (89992.530000 sec): 3 clusters
  Score: Raw -876451.728305 + Penalty 2921.001426 = -873530.726879
  nChanged 3
		SP:Iteration 29Q (89992.730000 sec): 3 clusters
  Score: Raw -876452.328978 + Penalty 2921.001426 = -873531.327551
  nChanged 1
		SP:Iteration 30Q (89992.960000 sec): 3 clusters
  Score: Raw -876452.425104 + Penalty 2921.001426 = -873531.423678
  nChanged 0
		SP:Iteration 31F (89993.140000 sec): 3 clusters
  Score: Raw -876452.425104 + Penalty 2921.001426 = -873531.423678
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89993.210000 sec): 2 clusters
  Score: Raw -48845.705397 + Penalty 977.625538 = -47868.079858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89993.350000 sec): 3 clusters
  Score: Raw -48818.626170 + Penalty 1955.251077 = -46863.375093
  nChanged 83
		SP:Iteration 1F (89993.490000 sec): 3 clusters
  Score: Raw -48942.706696 + Penalty 1955.251077 = -46987.455619
  nChanged 17
		SP:Iteration 2Q (89993.680000 sec): 3 clusters
  Score: Raw -48977.284228 + Penalty 1955.251077 = -47022.033151
  nChanged 8
		SP:Iteration 3Q (89993.880000 sec): 3 clusters
  Score: Raw -48994.304374 + Penalty 1955.251077 = -47039.053297
  nChanged 3
		SP:Iteration 4Q (89994.040000 sec): 3 clusters
  Score: Raw -48997.305547 + Penalty 1955.251077 = -47042.054470
  nChanged 2
		SP:Iteration 5Q (89994.190000 sec): 3 clusters
  Score: Raw -49000.320192 + Penalty 1955.251077 = -47045.069115
  nChanged 0
		SP:Iteration 6F (89994.350000 sec): 3 clusters
  Score: Raw -49000.320192 + Penalty 1955.251077 = -47045.069115
  nChanged 0
Iteration 419Q (90126.200000 sec): 62 clusters
  Score: Raw -169121687.992642 + Penalty 141307.498031 = -168980380.494611
  nChanged 215
Iteration 420F (90338.140000 sec): 62 clusters
  Score: Raw -169121693.344115 + Penalty 141307.498031 = -168980385.846084
  nChanged 232
Iteration 421Q (90461.840000 sec): 62 clusters
  Score: Raw -169121699.680179 + Penalty 141307.498031 = -168980392.182148
  nChanged 220
Iteration 422Q (90591.590000 sec): 62 clusters
  Score: Raw -169121705.759587 + Penalty 141307.498031 = -168980398.261556
  nChanged 204
Iteration 423Q (90705.880000 sec): 62 clusters
  Score: Raw -169121711.604640 + Penalty 141307.498031 = -168980404.106608
  nChanged 247
Iteration 424Q (90829.500000 sec): 62 clusters
  Score: Raw -169121719.127711 + Penalty 141307.498031 = -168980411.629680
  nChanged 282
Iteration 425Q (90948.440000 sec): 62 clusters
  Score: Raw -169121729.057742 + Penalty 141307.498031 = -168980421.559711
  nChanged 300
Iteration 426Q (91054.810000 sec): 62 clusters
  Score: Raw -169121740.004200 + Penalty 141307.498031 = -168980432.506168
  nChanged 293
Iteration 427Q (91183.870000 sec): 62 clusters
  Score: Raw -169121750.092030 + Penalty 141307.498031 = -168980442.593998
  nChanged 317
Iteration 428Q (91306.020000 sec): 62 clusters
  Score: Raw -169121761.993745 + Penalty 141307.498031 = -168980454.495714
  nChanged 312
Iteration 429Q (91425.140000 sec): 62 clusters
  Score: Raw -169121775.614149 + Penalty 141307.498031 = -168980468.116117
  nChanged 332
Iteration 430Q (91545.870000 sec): 62 clusters
  Score: Raw -169121788.784108 + Penalty 141307.498031 = -168980481.286077
  nChanged 350
Iteration 431Q (91667.960000 sec): 62 clusters
  Score: Raw -169121801.342146 + Penalty 141307.498031 = -168980493.844115
  nChanged 337
Iteration 432Q (91792.580000 sec): 62 clusters
  Score: Raw -169121811.264536 + Penalty 141307.498031 = -168980503.766505
  nChanged 325
Iteration 433Q (91912.180000 sec): 62 clusters
  Score: Raw -169121820.632325 + Penalty 141307.498031 = -168980513.134294
  nChanged 313
Iteration 434Q (92040.370000 sec): 62 clusters
  Score: Raw -169121829.039436 + Penalty 141307.498031 = -168980521.541405
  nChanged 313
Iteration 435Q (92171.780000 sec): 62 clusters
  Score: Raw -169121837.797037 + Penalty 141307.498031 = -168980530.299006
  nChanged 320
Iteration 436Q (92299.160000 sec): 62 clusters
  Score: Raw -169121846.595729 + Penalty 141307.498031 = -168980539.097698
  nChanged 308
Iteration 437Q (92413.060000 sec): 62 clusters
  Score: Raw -169121855.166491 + Penalty 141307.498031 = -168980547.668460
  nChanged 295
Iteration 438Q (92527.600000 sec): 62 clusters
  Score: Raw -169121863.019788 + Penalty 141307.498031 = -168980555.521757
  nChanged 274
Iteration 439Q (92649.440000 sec): 62 clusters
  Score: Raw -169121871.700080 + Penalty 141307.498031 = -168980564.202048
  nChanged 253
Iteration 440F (92839.360000 sec): 62 clusters
  Score: Raw -169121878.184867 + Penalty 141307.498031 = -168980570.686836
  nChanged 247
Iteration 441Q (92962.260000 sec): 62 clusters
  Score: Raw -169121885.709519 + Penalty 141307.498031 = -168980578.211487
  nChanged 255
Iteration 442Q (93081.450000 sec): 62 clusters
  Score: Raw -169121895.571821 + Penalty 141307.498031 = -168980588.073789
  nChanged 326
Iteration 443Q (93204.550000 sec): 62 clusters
  Score: Raw -169121909.404043 + Penalty 141307.498031 = -168980601.906012
  nChanged 399
Iteration 444Q (93329.330000 sec): 62 clusters
  Score: Raw -169121927.070948 + Penalty 141307.498031 = -168980619.572917
  nChanged 399
Iteration 445Q (93443.430000 sec): 62 clusters
  Score: Raw -169121946.233625 + Penalty 141307.498031 = -168980638.735594
  nChanged 428
Iteration 446Q (93541.130000 sec): 62 clusters
  Score: Raw -169121970.225487 + Penalty 141307.498031 = -168980662.727456
  nChanged 436
Iteration 447Q (93649.310000 sec): 62 clusters
  Score: Raw -169121995.529533 + Penalty 141307.498031 = -168980688.031502
  nChanged 449
Iteration 448Q (93757.480000 sec): 62 clusters
  Score: Raw -169122022.976649 + Penalty 141307.498031 = -168980715.478618
  nChanged 471
Iteration 449Q (93874.490000 sec): 62 clusters
  Score: Raw -169122051.367494 + Penalty 141307.498031 = -168980743.869462
  nChanged 494
Iteration 450Q (93991.420000 sec): 62 clusters
  Score: Raw -169122080.381810 + Penalty 141307.498031 = -168980772.883779
  nChanged 526
Iteration 451Q (94110.280000 sec): 62 clusters
  Score: Raw -169122109.535442 + Penalty 141307.498031 = -168980802.037411
  nChanged 519
Iteration 452Q (94231.710000 sec): 62 clusters
  Score: Raw -169122136.641194 + Penalty 141307.498031 = -168980829.143163
  nChanged 531
Iteration 453Q (94354.130000 sec): 62 clusters
  Score: Raw -169122162.833730 + Penalty 141307.498031 = -168980855.335698
  nChanged 517
Iteration 454Q (94472.520000 sec): 62 clusters
  Score: Raw -169122191.517573 + Penalty 141307.498031 = -168980884.019542
  nChanged 533
Iteration 455Q (94589.830000 sec): 62 clusters
  Score: Raw -169122221.116603 + Penalty 141307.498031 = -168980913.618571
  nChanged 542
Iteration 456Q (94707.830000 sec): 62 clusters
  Score: Raw -169122251.609169 + Penalty 141307.498031 = -168980944.111138
  nChanged 565
Iteration 457Q (94824.810000 sec): 62 clusters
  Score: Raw -169122281.909495 + Penalty 141307.498031 = -168980974.411464
  nChanged 570
Iteration 458Q (94944.940000 sec): 62 clusters
  Score: Raw -169122311.895306 + Penalty 141307.498031 = -168981004.397274
  nChanged 606
Writing temp clu file 
Because OldScore, -168980974.411464, is greater than current (better) Score,-168981004.397274 
 Compute initial score before splitting:   Score: Raw -169122311.895306 + Penalty 141307.498031 = -168981004.397274
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (18626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94945.620000 sec): 2 clusters
  Score: Raw -2180093.937872 + Penalty 1597.750982 = -2178496.186890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94946.000000 sec): 3 clusters
  Score: Raw -2168932.100426 + Penalty 3195.501963 = -2165736.598463
  nChanged 8306
		SP:Iteration 1F (94946.250000 sec): 3 clusters
  Score: Raw -2173834.874076 + Penalty 3195.501963 = -2170639.372113
  nChanged 1064
		SP:Iteration 2F (94946.530000 sec): 3 clusters
  Score: Raw -2174325.177131 + Penalty 3195.501963 = -2171129.675168
  nChanged 1012
		SP:Iteration 3F (94946.840000 sec): 3 clusters
  Score: Raw -2174802.157227 + Penalty 3195.501963 = -2171606.655264
  nChanged 967
		SP:Iteration 4F (94947.070000 sec): 3 clusters
  Score: Raw -2175256.942298 + Penalty 3195.501963 = -2172061.440335
  nChanged 896
		SP:Iteration 5Q (94947.320000 sec): 3 clusters
  Score: Raw -2175646.455735 + Penalty 3195.501963 = -2172450.953772
  nChanged 800
		SP:Iteration 6Q (94947.590000 sec): 3 clusters
  Score: Raw -2175958.320105 + Penalty 3195.501963 = -2172762.818141
  nChanged 649
		SP:Iteration 7Q (94947.860000 sec): 3 clusters
  Score: Raw -2176184.994829 + Penalty 3195.501963 = -2172989.492866
  nChanged 578
		SP:Iteration 8Q (94948.150000 sec): 3 clusters
  Score: Raw -2176393.475924 + Penalty 3195.501963 = -2173197.973961
  nChanged 578
		SP:Iteration 9Q (94948.440000 sec): 3 clusters
  Score: Raw -2176593.475570 + Penalty 3195.501963 = -2173397.973607
  nChanged 501
		SP:Iteration 10Q (94948.740000 sec): 3 clusters
  Score: Raw -2176759.242115 + Penalty 3195.501963 = -2173563.740152
  nChanged 478
		SP:Iteration 11Q (94948.970000 sec): 3 clusters
  Score: Raw -2176920.797502 + Penalty 3195.501963 = -2173725.295539
  nChanged 505
		SP:Iteration 12Q (94949.270000 sec): 3 clusters
  Score: Raw -2177103.746229 + Penalty 3195.501963 = -2173908.244266
  nChanged 508
		SP:Iteration 13Q (94949.590000 sec): 3 clusters
  Score: Raw -2177302.098647 + Penalty 3195.501963 = -2174106.596684
  nChanged 539
		SP:Iteration 14Q (94949.870000 sec): 3 clusters
  Score: Raw -2177516.329314 + Penalty 3195.501963 = -2174320.827350
  nChanged 497
		SP:Iteration 15Q (94950.190000 sec): 3 clusters
  Score: Raw -2177711.444249 + Penalty 3195.501963 = -2174515.942286
  nChanged 478
		SP:Iteration 16Q (94950.560000 sec): 3 clusters
  Score: Raw -2177893.729164 + Penalty 3195.501963 = -2174698.227201
  nChanged 463
		SP:Iteration 17Q (94950.770000 sec): 3 clusters
  Score: Raw -2178076.323614 + Penalty 3195.501963 = -2174880.821651
  nChanged 448
		SP:Iteration 18Q (94951.090000 sec): 3 clusters
  Score: Raw -2178280.284693 + Penalty 3195.501963 = -2175084.782730
  nChanged 415
		SP:Iteration 19Q (94951.310000 sec): 3 clusters
  Score: Raw -2178464.068498 + Penalty 3195.501963 = -2175268.566534
  nChanged 417
		SP:Iteration 20F (94951.600000 sec): 3 clusters
  Score: Raw -2178644.169762 + Penalty 3195.501963 = -2175448.667798
  nChanged 424
		SP:Iteration 21Q (94951.880000 sec): 3 clusters
  Score: Raw -2178835.800329 + Penalty 3195.501963 = -2175640.298365
  nChanged 457
		SP:Iteration 22Q (94952.190000 sec): 3 clusters
  Score: Raw -2179038.765327 + Penalty 3195.501963 = -2175843.263363
  nChanged 469
		SP:Iteration 23Q (94952.480000 sec): 3 clusters
  Score: Raw -2179248.276804 + Penalty 3195.501963 = -2176052.774841
  nChanged 466
		SP:Iteration 24Q (94952.770000 sec): 3 clusters
  Score: Raw -2179442.522710 + Penalty 3195.501963 = -2176247.020747
  nChanged 457
		SP:Iteration 25Q (94953.030000 sec): 3 clusters
  Score: Raw -2179623.623050 + Penalty 3195.501963 = -2176428.121087
  nChanged 423
		SP:Iteration 26Q (94953.370000 sec): 3 clusters
  Score: Raw -2179776.552317 + Penalty 3195.501963 = -2176581.050354
  nChanged 397
		SP:Iteration 27Q (94953.660000 sec): 3 clusters
  Score: Raw -2179916.709970 + Penalty 3195.501963 = -2176721.208007
  nChanged 353
		SP:Iteration 28Q (94953.900000 sec): 3 clusters
  Score: Raw -2180037.956818 + Penalty 3195.501963 = -2176842.454855
  nChanged 330
		SP:Iteration 29Q (94954.230000 sec): 3 clusters
  Score: Raw -2180140.422181 + Penalty 3195.501963 = -2176944.920217
  nChanged 325
		SP:Iteration 30Q (94954.520000 sec): 3 clusters
  Score: Raw -2180245.694290 + Penalty 3195.501963 = -2177050.192327
  nChanged 305
		SP:Iteration 31Q (94954.860000 sec): 3 clusters
  Score: Raw -2180341.764245 + Penalty 3195.501963 = -2177146.262281
  nChanged 264
		SP:Iteration 32Q (94955.200000 sec): 3 clusters
  Score: Raw -2180416.387863 + Penalty 3195.501963 = -2177220.885899
  nChanged 217
		SP:Iteration 33Q (94955.510000 sec): 3 clusters
  Score: Raw -2180475.314974 + Penalty 3195.501963 = -2177279.813011
  nChanged 198
		SP:Iteration 34Q (94955.850000 sec): 3 clusters
  Score: Raw -2180529.885212 + Penalty 3195.501963 = -2177334.383249
  nChanged 182
		SP:Iteration 35Q (94956.140000 sec): 3 clusters
  Score: Raw -2180577.979201 + Penalty 3195.501963 = -2177382.477238
  nChanged 159
		SP:Iteration 36Q (94956.450000 sec): 3 clusters
  Score: Raw -2180619.470770 + Penalty 3195.501963 = -2177423.968807
  nChanged 139
		SP:Iteration 37Q (94956.720000 sec): 3 clusters
  Score: Raw -2180656.026562 + Penalty 3195.501963 = -2177460.524599
  nChanged 129
		SP:Iteration 38Q (94956.990000 sec): 3 clusters
  Score: Raw -2180687.068091 + Penalty 3195.501963 = -2177491.566128
  nChanged 118
		SP:Iteration 39Q (94957.270000 sec): 3 clusters
  Score: Raw -2180713.415828 + Penalty 3195.501963 = -2177517.913865
  nChanged 87
		SP:Iteration 40F (94957.540000 sec): 3 clusters
  Score: Raw -2180735.936396 + Penalty 3195.501963 = -2177540.434433
  nChanged 80
		SP:Iteration 41Q (94957.900000 sec): 3 clusters
  Score: Raw -2180756.057217 + Penalty 3195.501963 = -2177560.555254
  nChanged 81
		SP:Iteration 42Q (94958.220000 sec): 3 clusters
  Score: Raw -2180775.180157 + Penalty 3195.501963 = -2177579.678194
  nChanged 79
		SP:Iteration 43Q (94958.520000 sec): 3 clusters
  Score: Raw -2180794.649595 + Penalty 3195.501963 = -2177599.147632
  nChanged 80
		SP:Iteration 44Q (94958.830000 sec): 3 clusters
  Score: Raw -2180816.236225 + Penalty 3195.501963 = -2177620.734262
  nChanged 71
		SP:Iteration 45Q (94959.160000 sec): 3 clusters
  Score: Raw -2180833.485121 + Penalty 3195.501963 = -2177637.983157
  nChanged 50
		SP:Iteration 46Q (94959.480000 sec): 3 clusters
  Score: Raw -2180843.964088 + Penalty 3195.501963 = -2177648.462125
  nChanged 42
		SP:Iteration 47Q (94959.830000 sec): 3 clusters
  Score: Raw -2180851.472898 + Penalty 3195.501963 = -2177655.970935
  nChanged 30
		SP:Iteration 48Q (94960.130000 sec): 3 clusters
  Score: Raw -2180856.934221 + Penalty 3195.501963 = -2177661.432258
  nChanged 30
		SP:Iteration 49Q (94960.500000 sec): 3 clusters
  Score: Raw -2180862.661294 + Penalty 3195.501963 = -2177667.159330
  nChanged 26
		SP:Iteration 50Q (94960.780000 sec): 3 clusters
  Score: Raw -2180868.262920 + Penalty 3195.501963 = -2177672.760957
  nChanged 26
		SP:Iteration 51Q (94961.020000 sec): 3 clusters
  Score: Raw -2180873.479683 + Penalty 3195.501963 = -2177677.977720
  nChanged 27
		SP:Iteration 52Q (94961.320000 sec): 3 clusters
  Score: Raw -2180877.803914 + Penalty 3195.501963 = -2177682.301951
  nChanged 16
		SP:Iteration 53Q (94961.620000 sec): 3 clusters
  Score: Raw -2180880.744011 + Penalty 3195.501963 = -2177685.242048
  nChanged 18
		SP:Iteration 54Q (94961.900000 sec): 3 clusters
  Score: Raw -2180884.188320 + Penalty 3195.501963 = -2177688.686357
  nChanged 12
		SP:Iteration 55Q (94962.200000 sec): 3 clusters
  Score: Raw -2180886.255982 + Penalty 3195.501963 = -2177690.754019
  nChanged 10
		SP:Iteration 56Q (94962.440000 sec): 3 clusters
  Score: Raw -2180887.980981 + Penalty 3195.501963 = -2177692.479018
  nChanged 8
		SP:Iteration 57Q (94962.740000 sec): 3 clusters
  Score: Raw -2180889.142602 + Penalty 3195.501963 = -2177693.640638
  nChanged 10
		SP:Iteration 58Q (94963.030000 sec): 3 clusters
  Score: Raw -2180890.734641 + Penalty 3195.501963 = -2177695.232678
  nChanged 11
		SP:Iteration 59Q (94963.320000 sec): 3 clusters
  Score: Raw -2180892.270894 + Penalty 3195.501963 = -2177696.768930
  nChanged 7
		SP:Iteration 60F (94963.580000 sec): 3 clusters
  Score: Raw -2180893.252514 + Penalty 3195.501963 = -2177697.750551
  nChanged 6
		SP:Iteration 61Q (94963.880000 sec): 3 clusters
  Score: Raw -2180894.074174 + Penalty 3195.501963 = -2177698.572211
  nChanged 8
		SP:Iteration 62Q (94964.160000 sec): 3 clusters
  Score: Raw -2180895.197928 + Penalty 3195.501963 = -2177699.695965
  nChanged 8
		SP:Iteration 63Q (94964.410000 sec): 3 clusters
  Score: Raw -2180896.254958 + Penalty 3195.501963 = -2177700.752995
  nChanged 9
		SP:Iteration 64Q (94964.660000 sec): 3 clusters
  Score: Raw -2180897.348069 + Penalty 3195.501963 = -2177701.846105
  nChanged 6
		SP:Iteration 65Q (94964.900000 sec): 3 clusters
  Score: Raw -2180898.167230 + Penalty 3195.501963 = -2177702.665267
  nChanged 8
		SP:Iteration 66Q (94965.180000 sec): 3 clusters
  Score: Raw -2180899.059214 + Penalty 3195.501963 = -2177703.557251
  nChanged 8
		SP:Iteration 67Q (94965.460000 sec): 3 clusters
  Score: Raw -2180900.106556 + Penalty 3195.501963 = -2177704.604593
  nChanged 8
		SP:Iteration 68Q (94965.750000 sec): 3 clusters
  Score: Raw -2180901.697211 + Penalty 3195.501963 = -2177706.195248
  nChanged 9
		SP:Iteration 69Q (94966.000000 sec): 3 clusters
  Score: Raw -2180903.589666 + Penalty 3195.501963 = -2177708.087703
  nChanged 8
		SP:Iteration 70Q (94966.250000 sec): 3 clusters
  Score: Raw -2180904.929434 + Penalty 3195.501963 = -2177709.427471
  nChanged 7
		SP:Iteration 71Q (94966.500000 sec): 3 clusters
  Score: Raw -2180905.937565 + Penalty 3195.501963 = -2177710.435602
  nChanged 7
		SP:Iteration 72Q (94966.750000 sec): 3 clusters
  Score: Raw -2180907.082497 + Penalty 3195.501963 = -2177711.580534
  nChanged 5
		SP:Iteration 73Q (94966.950000 sec): 3 clusters
  Score: Raw -2180907.916107 + Penalty 3195.501963 = -2177712.414144
  nChanged 7
		SP:Iteration 74Q (94967.240000 sec): 3 clusters
  Score: Raw -2180908.890055 + Penalty 3195.501963 = -2177713.388092
  nChanged 5
		SP:Iteration 75Q (94967.460000 sec): 3 clusters
  Score: Raw -2180909.472726 + Penalty 3195.501963 = -2177713.970763
  nChanged 2
		SP:Iteration 76Q (94967.710000 sec): 3 clusters
  Score: Raw -2180909.680703 + Penalty 3195.501963 = -2177714.178740
  nChanged 1
		SP:Iteration 77Q (94968.010000 sec): 3 clusters
  Score: Raw -2180909.814062 + Penalty 3195.501963 = -2177714.312099
  nChanged 0
		SP:Iteration 78F (94968.300000 sec): 3 clusters
  Score: Raw -2180909.814062 + Penalty 3195.501963 = -2177714.312099
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94968.400000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94968.610000 sec): 3 clusters
  Score: Raw -33264.740891 + Penalty 1878.741643 = -31385.999248
  nChanged 75
		SP:Iteration 1F (94968.760000 sec): 3 clusters
  Score: Raw -33468.875236 + Penalty 1878.741643 = -31590.133594
  nChanged 31
		SP:Iteration 2F (94968.920000 sec): 3 clusters
  Score: Raw -33587.144366 + Penalty 1878.741643 = -31708.402723
  nChanged 17
		SP:Iteration 3F (94969.090000 sec): 3 clusters
  Score: Raw -33686.816379 + Penalty 1878.741643 = -31808.074737
  nChanged 11
		SP:Iteration 4Q (94969.270000 sec): 3 clusters
  Score: Raw -33749.721230 + Penalty 1878.741643 = -31870.979587
  nChanged 6
		SP:Iteration 5Q (94969.440000 sec): 3 clusters
  Score: Raw -33764.198014 + Penalty 1878.741643 = -31885.456371
  nChanged 3
		SP:Iteration 6Q (94969.620000 sec): 3 clusters
  Score: Raw -33769.477232 + Penalty 1878.741643 = -31890.735590
  nChanged 0
		SP:Iteration 7F (94969.770000 sec): 3 clusters
  Score: Raw -33769.477232 + Penalty 1878.741643 = -31890.735590
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (13798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94970.000000 sec): 2 clusters
  Score: Raw -1569281.392886 + Penalty 1548.995327 = -1567732.397559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94970.260000 sec): 3 clusters
  Score: Raw -1561261.096662 + Penalty 3097.990653 = -1558163.106009
  nChanged 6053
		SP:Iteration 1F (94970.460000 sec): 3 clusters
  Score: Raw -1564663.864572 + Penalty 3097.990653 = -1561565.873919
  nChanged 814
		SP:Iteration 2F (94970.700000 sec): 3 clusters
  Score: Raw -1564981.268063 + Penalty 3097.990653 = -1561883.277410
  nChanged 665
		SP:Iteration 3Q (94970.920000 sec): 3 clusters
  Score: Raw -1565220.173926 + Penalty 3097.990653 = -1562122.183272
  nChanged 546
		SP:Iteration 4Q (94971.170000 sec): 3 clusters
  Score: Raw -1565422.829331 + Penalty 3097.990653 = -1562324.838678
  nChanged 504
		SP:Iteration 5Q (94971.400000 sec): 3 clusters
  Score: Raw -1565608.012202 + Penalty 3097.990653 = -1562510.021548
  nChanged 475
		SP:Iteration 6Q (94971.620000 sec): 3 clusters
  Score: Raw -1565785.945376 + Penalty 3097.990653 = -1562687.954723
  nChanged 473
		SP:Iteration 7Q (94971.900000 sec): 3 clusters
  Score: Raw -1565956.741540 + Penalty 3097.990653 = -1562858.750886
  nChanged 459
		SP:Iteration 8Q (94972.190000 sec): 3 clusters
  Score: Raw -1566126.406891 + Penalty 3097.990653 = -1563028.416237
  nChanged 434
		SP:Iteration 9Q (94972.440000 sec): 3 clusters
  Score: Raw -1566300.731638 + Penalty 3097.990653 = -1563202.740985
  nChanged 430
		SP:Iteration 10Q (94972.720000 sec): 3 clusters
  Score: Raw -1566501.263691 + Penalty 3097.990653 = -1563403.273038
  nChanged 427
		SP:Iteration 11Q (94973.070000 sec): 3 clusters
  Score: Raw -1566714.838622 + Penalty 3097.990653 = -1563616.847969
  nChanged 461
		SP:Iteration 12Q (94973.360000 sec): 3 clusters
  Score: Raw -1566968.311085 + Penalty 3097.990653 = -1563870.320432
  nChanged 475
		SP:Iteration 13Q (94973.720000 sec): 3 clusters
  Score: Raw -1567231.133419 + Penalty 3097.990653 = -1564133.142766
  nChanged 458
		SP:Iteration 14Q (94974.050000 sec): 3 clusters
  Score: Raw -1567442.900459 + Penalty 3097.990653 = -1564344.909806
  nChanged 374
		SP:Iteration 15Q (94974.360000 sec): 3 clusters
  Score: Raw -1567616.622936 + Penalty 3097.990653 = -1564518.632283
  nChanged 332
		SP:Iteration 16Q (94974.680000 sec): 3 clusters
  Score: Raw -1567764.512947 + Penalty 3097.990653 = -1564666.522293
  nChanged 287
		SP:Iteration 17Q (94974.940000 sec): 3 clusters
  Score: Raw -1567885.455432 + Penalty 3097.990653 = -1564787.464779
  nChanged 235
		SP:Iteration 18Q (94975.210000 sec): 3 clusters
  Score: Raw -1567981.639325 + Penalty 3097.990653 = -1564883.648672
  nChanged 222
		SP:Iteration 19Q (94975.430000 sec): 3 clusters
  Score: Raw -1568054.250308 + Penalty 3097.990653 = -1564956.259654
  nChanged 185
		SP:Iteration 20F (94975.650000 sec): 3 clusters
  Score: Raw -1568118.579791 + Penalty 3097.990653 = -1565020.589138
  nChanged 186
		SP:Iteration 21Q (94975.920000 sec): 3 clusters
  Score: Raw -1568180.118688 + Penalty 3097.990653 = -1565082.128035
  nChanged 162
		SP:Iteration 22Q (94976.190000 sec): 3 clusters
  Score: Raw -1568231.727241 + Penalty 3097.990653 = -1565133.736588
  nChanged 167
		SP:Iteration 23Q (94976.440000 sec): 3 clusters
  Score: Raw -1568281.573322 + Penalty 3097.990653 = -1565183.582669
  nChanged 155
		SP:Iteration 24Q (94976.730000 sec): 3 clusters
  Score: Raw -1568331.138058 + Penalty 3097.990653 = -1565233.147405
  nChanged 134
		SP:Iteration 25Q (94977.000000 sec): 3 clusters
  Score: Raw -1568369.451301 + Penalty 3097.990653 = -1565271.460648
  nChanged 126
		SP:Iteration 26Q (94977.220000 sec): 3 clusters
  Score: Raw -1568406.964785 + Penalty 3097.990653 = -1565308.974131
  nChanged 129
		SP:Iteration 27Q (94977.460000 sec): 3 clusters
  Score: Raw -1568451.697622 + Penalty 3097.990653 = -1565353.706968
  nChanged 155
		SP:Iteration 28Q (94977.760000 sec): 3 clusters
  Score: Raw -1568511.919540 + Penalty 3097.990653 = -1565413.928887
  nChanged 163
		SP:Iteration 29Q (94977.990000 sec): 3 clusters
  Score: Raw -1568581.550028 + Penalty 3097.990653 = -1565483.559375
  nChanged 159
		SP:Iteration 30Q (94978.230000 sec): 3 clusters
  Score: Raw -1568657.051967 + Penalty 3097.990653 = -1565559.061314
  nChanged 169
		SP:Iteration 31Q (94978.500000 sec): 3 clusters
  Score: Raw -1568737.540683 + Penalty 3097.990653 = -1565639.550030
  nChanged 164
		SP:Iteration 32Q (94978.800000 sec): 3 clusters
  Score: Raw -1568813.582309 + Penalty 3097.990653 = -1565715.591655
  nChanged 140
		SP:Iteration 33Q (94979.060000 sec): 3 clusters
  Score: Raw -1568871.469135 + Penalty 3097.990653 = -1565773.478481
  nChanged 146
		SP:Iteration 34Q (94979.360000 sec): 3 clusters
  Score: Raw -1568939.525066 + Penalty 3097.990653 = -1565841.534412
  nChanged 134
		SP:Iteration 35Q (94979.650000 sec): 3 clusters
  Score: Raw -1569008.236694 + Penalty 3097.990653 = -1565910.246040
  nChanged 122
		SP:Iteration 36Q (94979.890000 sec): 3 clusters
  Score: Raw -1569062.985999 + Penalty 3097.990653 = -1565964.995346
  nChanged 113
		SP:Iteration 37Q (94980.140000 sec): 3 clusters
  Score: Raw -1569113.816037 + Penalty 3097.990653 = -1566015.825384
  nChanged 109
		SP:Iteration 38Q (94980.400000 sec): 3 clusters
  Score: Raw -1569162.789597 + Penalty 3097.990653 = -1566064.798944
  nChanged 89
		SP:Iteration 39Q (94980.660000 sec): 3 clusters
  Score: Raw -1569204.201605 + Penalty 3097.990653 = -1566106.210951
  nChanged 83
		SP:Iteration 40F (94980.940000 sec): 3 clusters
  Score: Raw -1569244.177161 + Penalty 3097.990653 = -1566146.186508
  nChanged 76
		SP:Iteration 41Q (94981.190000 sec): 3 clusters
  Score: Raw -1569274.772488 + Penalty 3097.990653 = -1566176.781834
  nChanged 59
		SP:Iteration 42Q (94981.420000 sec): 3 clusters
  Score: Raw -1569297.453478 + Penalty 3097.990653 = -1566199.462825
  nChanged 57
		SP:Iteration 43Q (94981.650000 sec): 3 clusters
  Score: Raw -1569320.474489 + Penalty 3097.990653 = -1566222.483836
  nChanged 55
		SP:Iteration 44Q (94981.910000 sec): 3 clusters
  Score: Raw -1569341.652036 + Penalty 3097.990653 = -1566243.661383
  nChanged 42
		SP:Iteration 45Q (94982.200000 sec): 3 clusters
  Score: Raw -1569355.208766 + Penalty 3097.990653 = -1566257.218112
  nChanged 35
		SP:Iteration 46Q (94982.450000 sec): 3 clusters
  Score: Raw -1569369.198007 + Penalty 3097.990653 = -1566271.207354
  nChanged 36
		SP:Iteration 47Q (94982.750000 sec): 3 clusters
  Score: Raw -1569388.692782 + Penalty 3097.990653 = -1566290.702129
  nChanged 43
		SP:Iteration 48Q (94982.990000 sec): 3 clusters
  Score: Raw -1569411.655328 + Penalty 3097.990653 = -1566313.664675
  nChanged 33
		SP:Iteration 49Q (94983.260000 sec): 3 clusters
  Score: Raw -1569426.413829 + Penalty 3097.990653 = -1566328.423176
  nChanged 31
		SP:Iteration 50Q (94983.470000 sec): 3 clusters
  Score: Raw -1569443.857991 + Penalty 3097.990653 = -1566345.867338
  nChanged 28
		SP:Iteration 51Q (94983.670000 sec): 3 clusters
  Score: Raw -1569454.238121 + Penalty 3097.990653 = -1566356.247468
  nChanged 20
		SP:Iteration 52Q (94983.940000 sec): 3 clusters
  Score: Raw -1569462.075576 + Penalty 3097.990653 = -1566364.084922
  nChanged 19
		SP:Iteration 53Q (94984.150000 sec): 3 clusters
  Score: Raw -1569472.124074 + Penalty 3097.990653 = -1566374.133420
  nChanged 27
		SP:Iteration 54Q (94984.380000 sec): 3 clusters
  Score: Raw -1569484.316322 + Penalty 3097.990653 = -1566386.325669
  nChanged 19
		SP:Iteration 55Q (94984.700000 sec): 3 clusters
  Score: Raw -1569491.192585 + Penalty 3097.990653 = -1566393.201932
  nChanged 17
		SP:Iteration 56Q (94984.890000 sec): 3 clusters
  Score: Raw -1569499.367067 + Penalty 3097.990653 = -1566401.376414
  nChanged 21
		SP:Iteration 57Q (94985.070000 sec): 3 clusters
  Score: Raw -1569510.847701 + Penalty 3097.990653 = -1566412.857048
  nChanged 15
		SP:Iteration 58Q (94985.350000 sec): 3 clusters
  Score: Raw -1569518.253719 + Penalty 3097.990653 = -1566420.263066
  nChanged 15
		SP:Iteration 59Q (94985.640000 sec): 3 clusters
  Score: Raw -1569523.867369 + Penalty 3097.990653 = -1566425.876715
  nChanged 13
		SP:Iteration 60F (94985.960000 sec): 3 clusters
  Score: Raw -1569531.193078 + Penalty 3097.990653 = -1566433.202425
  nChanged 15
		SP:Iteration 61Q (94986.300000 sec): 3 clusters
  Score: Raw -1569539.975599 + Penalty 3097.990653 = -1566441.984946
  nChanged 17
		SP:Iteration 62Q (94986.530000 sec): 3 clusters
  Score: Raw -1569546.845517 + Penalty 3097.990653 = -1566448.854864
  nChanged 12
		SP:Iteration 63Q (94986.780000 sec): 3 clusters
  Score: Raw -1569551.073888 + Penalty 3097.990653 = -1566453.083234
  nChanged 10
		SP:Iteration 64Q (94986.960000 sec): 3 clusters
  Score: Raw -1569554.666962 + Penalty 3097.990653 = -1566456.676309
  nChanged 11
		SP:Iteration 65Q (94987.250000 sec): 3 clusters
  Score: Raw -1569560.161713 + Penalty 3097.990653 = -1566462.171059
  nChanged 8
		SP:Iteration 66Q (94987.500000 sec): 3 clusters
  Score: Raw -1569562.952123 + Penalty 3097.990653 = -1566464.961469
  nChanged 4
		SP:Iteration 67Q (94987.710000 sec): 3 clusters
  Score: Raw -1569564.790664 + Penalty 3097.990653 = -1566466.800011
  nChanged 2
		SP:Iteration 68Q (94987.920000 sec): 3 clusters
  Score: Raw -1569566.036079 + Penalty 3097.990653 = -1566468.045426
  nChanged 5
		SP:Iteration 69Q (94988.150000 sec): 3 clusters
  Score: Raw -1569569.061322 + Penalty 3097.990653 = -1566471.070668
  nChanged 9
		SP:Iteration 70Q (94988.370000 sec): 3 clusters
  Score: Raw -1569573.428217 + Penalty 3097.990653 = -1566475.437563
  nChanged 11
		SP:Iteration 71Q (94988.650000 sec): 3 clusters
  Score: Raw -1569578.528477 + Penalty 3097.990653 = -1566480.537823
  nChanged 8
		SP:Iteration 72Q (94988.850000 sec): 3 clusters
  Score: Raw -1569583.342241 + Penalty 3097.990653 = -1566485.351588
  nChanged 6
		SP:Iteration 73Q (94989.130000 sec): 3 clusters
  Score: Raw -1569586.694706 + Penalty 3097.990653 = -1566488.704053
  nChanged 5
		SP:Iteration 74Q (94989.450000 sec): 3 clusters
  Score: Raw -1569588.182817 + Penalty 3097.990653 = -1566490.192164
  nChanged 1
		SP:Iteration 75Q (94989.750000 sec): 3 clusters
  Score: Raw -1569588.562518 + Penalty 3097.990653 = -1566490.571865
  nChanged 0
		SP:Iteration 76F (94990.040000 sec): 3 clusters
  Score: Raw -1569588.562518 + Penalty 3097.990653 = -1566490.571865
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (17336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94990.250000 sec): 2 clusters
  Score: Raw -2124380.756348 + Penalty 1586.087838 = -2122794.668509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (94990.580000 sec): 3 clusters
  Score: Raw -2114015.198141 + Penalty 3172.175677 = -2110843.022465
  nChanged 7754
		SP:Iteration 1F (94990.820000 sec): 3 clusters
  Score: Raw -2118326.468996 + Penalty 3172.175677 = -2115154.293319
  nChanged 949
		SP:Iteration 2F (94991.100000 sec): 3 clusters
  Score: Raw -2118703.017194 + Penalty 3172.175677 = -2115530.841518
  nChanged 855
		SP:Iteration 3Q (94991.370000 sec): 3 clusters
  Score: Raw -2119050.215759 + Penalty 3172.175677 = -2115878.040083
  nChanged 810
		SP:Iteration 4Q (94991.600000 sec): 3 clusters
  Score: Raw -2119463.616405 + Penalty 3172.175677 = -2116291.440729
  nChanged 876
		SP:Iteration 5F (94991.940000 sec): 3 clusters
  Score: Raw -2120000.087461 + Penalty 3172.175677 = -2116827.911784
  nChanged 950
		SP:Iteration 6F (94992.270000 sec): 3 clusters
  Score: Raw -2120669.824600 + Penalty 3172.175677 = -2117497.648923
  nChanged 974
		SP:Iteration 7F (94992.580000 sec): 3 clusters
  Score: Raw -2121451.934933 + Penalty 3172.175677 = -2118279.759257
  nChanged 917
		SP:Iteration 8F (94992.850000 sec): 3 clusters
  Score: Raw -2122182.185011 + Penalty 3172.175677 = -2119010.009334
  nChanged 751
		SP:Iteration 9Q (94993.230000 sec): 3 clusters
  Score: Raw -2122795.591298 + Penalty 3172.175677 = -2119623.415621
  nChanged 599
		SP:Iteration 10Q (94993.550000 sec): 3 clusters
  Score: Raw -2123258.988283 + Penalty 3172.175677 = -2120086.812607
  nChanged 483
		SP:Iteration 11Q (94993.820000 sec): 3 clusters
  Score: Raw -2123615.003924 + Penalty 3172.175677 = -2120442.828248
  nChanged 349
		SP:Iteration 12Q (94994.110000 sec): 3 clusters
  Score: Raw -2123866.672739 + Penalty 3172.175677 = -2120694.497062
  nChanged 265
		SP:Iteration 13Q (94994.370000 sec): 3 clusters
  Score: Raw -2124060.305112 + Penalty 3172.175677 = -2120888.129435
  nChanged 193
		SP:Iteration 14Q (94994.620000 sec): 3 clusters
  Score: Raw -2124193.705510 + Penalty 3172.175677 = -2121021.529833
  nChanged 132
		SP:Iteration 15Q (94994.880000 sec): 3 clusters
  Score: Raw -2124281.082490 + Penalty 3172.175677 = -2121108.906814
  nChanged 107
		SP:Iteration 16Q (94995.130000 sec): 3 clusters
  Score: Raw -2124348.092143 + Penalty 3172.175677 = -2121175.916467
  nChanged 68
		SP:Iteration 17Q (94995.390000 sec): 3 clusters
  Score: Raw -2124392.201911 + Penalty 3172.175677 = -2121220.026235
  nChanged 53
		SP:Iteration 18Q (94995.590000 sec): 3 clusters
  Score: Raw -2124429.607333 + Penalty 3172.175677 = -2121257.431656
  nChanged 50
		SP:Iteration 19Q (94995.870000 sec): 3 clusters
  Score: Raw -2124457.886612 + Penalty 3172.175677 = -2121285.710936
  nChanged 25
		SP:Iteration 20F (94996.130000 sec): 3 clusters
  Score: Raw -2124472.789547 + Penalty 3172.175677 = -2121300.613871
  nChanged 21
		SP:Iteration 21Q (94996.370000 sec): 3 clusters
  Score: Raw -2124485.738673 + Penalty 3172.175677 = -2121313.562996
  nChanged 20
		SP:Iteration 22Q (94996.600000 sec): 3 clusters
  Score: Raw -2124498.639650 + Penalty 3172.175677 = -2121326.463973
  nChanged 11
		SP:Iteration 23Q (94996.900000 sec): 3 clusters
  Score: Raw -2124505.674438 + Penalty 3172.175677 = -2121333.498761
  nChanged 8
		SP:Iteration 24Q (94997.190000 sec): 3 clusters
  Score: Raw -2124510.521300 + Penalty 3172.175677 = -2121338.345623
  nChanged 10
		SP:Iteration 25Q (94997.450000 sec): 3 clusters
  Score: Raw -2124517.164996 + Penalty 3172.175677 = -2121344.989320
  nChanged 8
		SP:Iteration 26Q (94997.730000 sec): 3 clusters
  Score: Raw -2124523.285804 + Penalty 3172.175677 = -2121351.110128
  nChanged 9
		SP:Iteration 27Q (94997.940000 sec): 3 clusters
  Score: Raw -2124529.735396 + Penalty 3172.175677 = -2121357.559719
  nChanged 14
		SP:Iteration 28Q (94998.180000 sec): 3 clusters
  Score: Raw -2124538.051110 + Penalty 3172.175677 = -2121365.875434
  nChanged 6
		SP:Iteration 29Q (94998.470000 sec): 3 clusters
  Score: Raw -2124540.939682 + Penalty 3172.175677 = -2121368.764006
  nChanged 7
		SP:Iteration 30Q (94998.740000 sec): 3 clusters
  Score: Raw -2124545.009515 + Penalty 3172.175677 = -2121372.833838
  nChanged 7
		SP:Iteration 31Q (94998.960000 sec): 3 clusters
  Score: Raw -2124551.199199 + Penalty 3172.175677 = -2121379.023522
  nChanged 4
		SP:Iteration 32Q (94999.210000 sec): 3 clusters
  Score: Raw -2124553.439323 + Penalty 3172.175677 = -2121381.263646
  nChanged 2
		SP:Iteration 33Q (94999.510000 sec): 3 clusters
  Score: Raw -2124554.710276 + Penalty 3172.175677 = -2121382.534599
  nChanged 0
		SP:Iteration 34F (94999.760000 sec): 3 clusters
  Score: Raw -2124554.710276 + Penalty 3172.175677 = -2121382.534599
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (20688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (94999.980000 sec): 2 clusters
  Score: Raw -2311126.514433 + Penalty 1614.812729 = -2309511.701704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95000.330000 sec): 3 clusters
  Score: Raw -2298688.214595 + Penalty 3229.625458 = -2295458.589137
  nChanged 9369
		SP:Iteration 1F (95000.620000 sec): 3 clusters
  Score: Raw -2303852.731244 + Penalty 3229.625458 = -2300623.105786
  nChanged 1036
		SP:Iteration 2F (95000.920000 sec): 3 clusters
  Score: Raw -2304240.231378 + Penalty 3229.625458 = -2301010.605920
  nChanged 989
		SP:Iteration 3Q (95001.210000 sec): 3 clusters
  Score: Raw -2304650.173456 + Penalty 3229.625458 = -2301420.547998
  nChanged 1060
		SP:Iteration 4F (95001.560000 sec): 3 clusters
  Score: Raw -2305194.767749 + Penalty 3229.625458 = -2301965.142291
  nChanged 1155
		SP:Iteration 5F (95001.860000 sec): 3 clusters
  Score: Raw -2305883.749428 + Penalty 3229.625458 = -2302654.123970
  nChanged 1289
		SP:Iteration 6F (95002.220000 sec): 3 clusters
  Score: Raw -2306795.506303 + Penalty 3229.625458 = -2303565.880845
  nChanged 1337
		SP:Iteration 7F (95002.530000 sec): 3 clusters
  Score: Raw -2307859.079262 + Penalty 3229.625458 = -2304629.453804
  nChanged 1258
		SP:Iteration 8F (95002.870000 sec): 3 clusters
  Score: Raw -2308915.623900 + Penalty 3229.625458 = -2305685.998442
  nChanged 995
		SP:Iteration 9Q (95003.150000 sec): 3 clusters
  Score: Raw -2309752.227647 + Penalty 3229.625458 = -2306522.602189
  nChanged 705
		SP:Iteration 10Q (95003.450000 sec): 3 clusters
  Score: Raw -2310357.012829 + Penalty 3229.625458 = -2307127.387371
  nChanged 474
		SP:Iteration 11Q (95003.770000 sec): 3 clusters
  Score: Raw -2310770.011736 + Penalty 3229.625458 = -2307540.386278
  nChanged 290
		SP:Iteration 12Q (95004.030000 sec): 3 clusters
  Score: Raw -2311022.281959 + Penalty 3229.625458 = -2307792.656501
  nChanged 181
		SP:Iteration 13Q (95004.350000 sec): 3 clusters
  Score: Raw -2311177.207491 + Penalty 3229.625458 = -2307947.582033
  nChanged 103
		SP:Iteration 14Q (95004.640000 sec): 3 clusters
  Score: Raw -2311252.976693 + Penalty 3229.625458 = -2308023.351235
  nChanged 55
		SP:Iteration 15Q (95004.950000 sec): 3 clusters
  Score: Raw -2311302.647957 + Penalty 3229.625458 = -2308073.022499
  nChanged 34
		SP:Iteration 16Q (95005.210000 sec): 3 clusters
  Score: Raw -2311325.071112 + Penalty 3229.625458 = -2308095.445654
  nChanged 27
		SP:Iteration 17Q (95005.510000 sec): 3 clusters
  Score: Raw -2311349.165460 + Penalty 3229.625458 = -2308119.540002
  nChanged 19
		SP:Iteration 18Q (95005.800000 sec): 3 clusters
  Score: Raw -2311359.622866 + Penalty 3229.625458 = -2308129.997408
  nChanged 11
		SP:Iteration 19Q (95006.030000 sec): 3 clusters
  Score: Raw -2311367.721392 + Penalty 3229.625458 = -2308138.095935
  nChanged 11
		SP:Iteration 20F (95006.300000 sec): 3 clusters
  Score: Raw -2311374.489540 + Penalty 3229.625458 = -2308144.864082
  nChanged 9
		SP:Iteration 21Q (95006.590000 sec): 3 clusters
  Score: Raw -2311379.304577 + Penalty 3229.625458 = -2308149.679119
  nChanged 5
		SP:Iteration 22Q (95006.910000 sec): 3 clusters
  Score: Raw -2311383.659352 + Penalty 3229.625458 = -2308154.033895
  nChanged 5
		SP:Iteration 23Q (95007.180000 sec): 3 clusters
  Score: Raw -2311387.303142 + Penalty 3229.625458 = -2308157.677684
  nChanged 6
		SP:Iteration 24Q (95007.490000 sec): 3 clusters
  Score: Raw -2311390.264956 + Penalty 3229.625458 = -2308160.639498
  nChanged 7
		SP:Iteration 25Q (95007.770000 sec): 3 clusters
  Score: Raw -2311394.258368 + Penalty 3229.625458 = -2308164.632910
  nChanged 7
		SP:Iteration 26Q (95008.080000 sec): 3 clusters
  Score: Raw -2311398.373774 + Penalty 3229.625458 = -2308168.748316
  nChanged 6
		SP:Iteration 27Q (95008.390000 sec): 3 clusters
  Score: Raw -2311402.358981 + Penalty 3229.625458 = -2308172.733524
  nChanged 6
		SP:Iteration 28Q (95008.660000 sec): 3 clusters
  Score: Raw -2311406.561059 + Penalty 3229.625458 = -2308176.935601
  nChanged 4
		SP:Iteration 29Q (95008.940000 sec): 3 clusters
  Score: Raw -2311408.579475 + Penalty 3229.625458 = -2308178.954017
  nChanged 5
		SP:Iteration 30Q (95009.220000 sec): 3 clusters
  Score: Raw -2311412.075035 + Penalty 3229.625458 = -2308182.449577
  nChanged 1
		SP:Iteration 31Q (95009.550000 sec): 3 clusters
  Score: Raw -2311412.829496 + Penalty 3229.625458 = -2308183.204039
  nChanged 1
		SP:Iteration 32Q (95009.850000 sec): 3 clusters
  Score: Raw -2311413.698893 + Penalty 3229.625458 = -2308184.073435
  nChanged 0
		SP:Iteration 33F (95010.140000 sec): 3 clusters
  Score: Raw -2311413.698893 + Penalty 3229.625458 = -2308184.073435
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (29962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95010.360000 sec): 2 clusters
  Score: Raw -3569263.335368 + Penalty 1674.998844 = -3567588.336524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95010.700000 sec): 3 clusters
  Score: Raw -3550759.066380 + Penalty 3349.997687 = -3547409.068693
  nChanged 13836
		SP:Iteration 1F (95011.010000 sec): 3 clusters
  Score: Raw -3558397.803415 + Penalty 3349.997687 = -3555047.805728
  nChanged 1360
		SP:Iteration 2Q (95011.360000 sec): 3 clusters
  Score: Raw -3558864.832441 + Penalty 3349.997687 = -3555514.834754
  nChanged 1369
		SP:Iteration 3Q (95011.720000 sec): 3 clusters
  Score: Raw -3559359.858511 + Penalty 3349.997687 = -3556009.860823
  nChanged 1406
		SP:Iteration 4Q (95012.120000 sec): 3 clusters
  Score: Raw -3559984.427906 + Penalty 3349.997687 = -3556634.430219
  nChanged 1463
		SP:Iteration 5Q (95012.500000 sec): 3 clusters
  Score: Raw -3560711.097162 + Penalty 3349.997687 = -3557361.099475
  nChanged 1487
		SP:Iteration 6Q (95012.900000 sec): 3 clusters
  Score: Raw -3561568.454925 + Penalty 3349.997687 = -3558218.457238
  nChanged 1568
		SP:Iteration 7F (95013.320000 sec): 3 clusters
  Score: Raw -3562524.456574 + Penalty 3349.997687 = -3559174.458886
  nChanged 1532
		SP:Iteration 8F (95013.720000 sec): 3 clusters
  Score: Raw -3563455.189586 + Penalty 3349.997687 = -3560105.191899
  nChanged 1434
		SP:Iteration 9Q (95014.120000 sec): 3 clusters
  Score: Raw -3564353.655024 + Penalty 3349.997687 = -3561003.657337
  nChanged 1300
		SP:Iteration 10Q (95014.450000 sec): 3 clusters
  Score: Raw -3565115.333094 + Penalty 3349.997687 = -3561765.335407
  nChanged 1076
		SP:Iteration 11Q (95014.800000 sec): 3 clusters
  Score: Raw -3565721.364100 + Penalty 3349.997687 = -3562371.366413
  nChanged 868
		SP:Iteration 12Q (95015.180000 sec): 3 clusters
  Score: Raw -3566151.532838 + Penalty 3349.997687 = -3562801.535151
  nChanged 718
		SP:Iteration 13Q (95015.570000 sec): 3 clusters
  Score: Raw -3566485.595590 + Penalty 3349.997687 = -3563135.597903
  nChanged 625
		SP:Iteration 14Q (95015.980000 sec): 3 clusters
  Score: Raw -3566770.545828 + Penalty 3349.997687 = -3563420.548141
  nChanged 594
		SP:Iteration 15Q (95016.310000 sec): 3 clusters
  Score: Raw -3567046.321534 + Penalty 3349.997687 = -3563696.323847
  nChanged 603
		SP:Iteration 16Q (95016.660000 sec): 3 clusters
  Score: Raw -3567333.595952 + Penalty 3349.997687 = -3563983.598265
  nChanged 543
		SP:Iteration 17Q (95017.050000 sec): 3 clusters
  Score: Raw -3567602.776755 + Penalty 3349.997687 = -3564252.779068
  nChanged 539
		SP:Iteration 18Q (95017.460000 sec): 3 clusters
  Score: Raw -3567891.651035 + Penalty 3349.997687 = -3564541.653348
  nChanged 483
		SP:Iteration 19Q (95017.840000 sec): 3 clusters
  Score: Raw -3568171.833369 + Penalty 3349.997687 = -3564821.835682
  nChanged 428
		SP:Iteration 20F (95018.240000 sec): 3 clusters
  Score: Raw -3568413.714160 + Penalty 3349.997687 = -3565063.716472
  nChanged 379
		SP:Iteration 21Q (95018.600000 sec): 3 clusters
  Score: Raw -3568626.299543 + Penalty 3349.997687 = -3565276.301856
  nChanged 296
		SP:Iteration 22Q (95019.000000 sec): 3 clusters
  Score: Raw -3568791.743956 + Penalty 3349.997687 = -3565441.746269
  nChanged 246
		SP:Iteration 23Q (95019.380000 sec): 3 clusters
  Score: Raw -3568929.274919 + Penalty 3349.997687 = -3565579.277232
  nChanged 205
		SP:Iteration 24Q (95019.690000 sec): 3 clusters
  Score: Raw -3569045.537330 + Penalty 3349.997687 = -3565695.539643
  nChanged 171
		SP:Iteration 25Q (95019.990000 sec): 3 clusters
  Score: Raw -3569136.104201 + Penalty 3349.997687 = -3565786.106514
  nChanged 119
		SP:Iteration 26Q (95020.350000 sec): 3 clusters
  Score: Raw -3569204.873562 + Penalty 3349.997687 = -3565854.875875
  nChanged 100
		SP:Iteration 27Q (95020.640000 sec): 3 clusters
  Score: Raw -3569263.996719 + Penalty 3349.997687 = -3565913.999032
  nChanged 96
		SP:Iteration 28Q (95020.970000 sec): 3 clusters
  Score: Raw -3569329.278883 + Penalty 3349.997687 = -3565979.281196
  nChanged 77
		SP:Iteration 29Q (95021.330000 sec): 3 clusters
  Score: Raw -3569379.833121 + Penalty 3349.997687 = -3566029.835434
  nChanged 69
		SP:Iteration 30Q (95021.670000 sec): 3 clusters
  Score: Raw -3569426.690532 + Penalty 3349.997687 = -3566076.692845
  nChanged 50
		SP:Iteration 31Q (95022.040000 sec): 3 clusters
  Score: Raw -3569455.807889 + Penalty 3349.997687 = -3566105.810202
  nChanged 38
		SP:Iteration 32Q (95022.370000 sec): 3 clusters
  Score: Raw -3569482.105252 + Penalty 3349.997687 = -3566132.107565
  nChanged 36
		SP:Iteration 33Q (95022.750000 sec): 3 clusters
  Score: Raw -3569503.707523 + Penalty 3349.997687 = -3566153.709836
  nChanged 31
		SP:Iteration 34Q (95023.100000 sec): 3 clusters
  Score: Raw -3569525.262458 + Penalty 3349.997687 = -3566175.264771
  nChanged 22
		SP:Iteration 35Q (95023.530000 sec): 3 clusters
  Score: Raw -3569540.957629 + Penalty 3349.997687 = -3566190.959942
  nChanged 22
		SP:Iteration 36Q (95023.820000 sec): 3 clusters
  Score: Raw -3569559.610168 + Penalty 3349.997687 = -3566209.612481
  nChanged 19
		SP:Iteration 37Q (95024.180000 sec): 3 clusters
  Score: Raw -3569572.370088 + Penalty 3349.997687 = -3566222.372401
  nChanged 14
		SP:Iteration 38Q (95024.510000 sec): 3 clusters
  Score: Raw -3569581.924391 + Penalty 3349.997687 = -3566231.926704
  nChanged 13
		SP:Iteration 39Q (95024.810000 sec): 3 clusters
  Score: Raw -3569591.607593 + Penalty 3349.997687 = -3566241.609906
  nChanged 14
		SP:Iteration 40F (95025.120000 sec): 3 clusters
  Score: Raw -3569603.526774 + Penalty 3349.997687 = -3566253.529087
  nChanged 20
		SP:Iteration 41Q (95025.410000 sec): 3 clusters
  Score: Raw -3569614.043296 + Penalty 3349.997687 = -3566264.045608
  nChanged 11
		SP:Iteration 42Q (95025.710000 sec): 3 clusters
  Score: Raw -3569621.412563 + Penalty 3349.997687 = -3566271.414876
  nChanged 9
		SP:Iteration 43Q (95026.020000 sec): 3 clusters
  Score: Raw -3569628.225925 + Penalty 3349.997687 = -3566278.228238
  nChanged 9
		SP:Iteration 44Q (95026.360000 sec): 3 clusters
  Score: Raw -3569631.691860 + Penalty 3349.997687 = -3566281.694173
  nChanged 4
		SP:Iteration 45Q (95026.610000 sec): 3 clusters
  Score: Raw -3569633.320176 + Penalty 3349.997687 = -3566283.322489
  nChanged 5
		SP:Iteration 46Q (95026.920000 sec): 3 clusters
  Score: Raw -3569635.270251 + Penalty 3349.997687 = -3566285.272564
  nChanged 2
		SP:Iteration 47Q (95027.260000 sec): 3 clusters
  Score: Raw -3569636.270722 + Penalty 3349.997687 = -3566286.273035
  nChanged 6
		SP:Iteration 48Q (95027.580000 sec): 3 clusters
  Score: Raw -3569639.080497 + Penalty 3349.997687 = -3566289.082810
  nChanged 1
		SP:Iteration 49Q (95027.940000 sec): 3 clusters
  Score: Raw -3569640.331974 + Penalty 3349.997687 = -3566290.334287
  nChanged 3
		SP:Iteration 50Q (95028.280000 sec): 3 clusters
  Score: Raw -3569642.659933 + Penalty 3349.997687 = -3566292.662246
  nChanged 1
		SP:Iteration 51Q (95028.640000 sec): 3 clusters
  Score: Raw -3569643.356649 + Penalty 3349.997687 = -3566293.358962
  nChanged 2
		SP:Iteration 52Q (95028.970000 sec): 3 clusters
  Score: Raw -3569644.906079 + Penalty 3349.997687 = -3566294.908392
  nChanged 3
		SP:Iteration 53Q (95029.280000 sec): 3 clusters
  Score: Raw -3569646.348209 + Penalty 3349.997687 = -3566296.350522
  nChanged 4
		SP:Iteration 54Q (95029.560000 sec): 3 clusters
  Score: Raw -3569648.363393 + Penalty 3349.997687 = -3566298.365706
  nChanged 4
		SP:Iteration 55Q (95029.910000 sec): 3 clusters
  Score: Raw -3569650.741485 + Penalty 3349.997687 = -3566300.743798
  nChanged 5
		SP:Iteration 56Q (95030.130000 sec): 3 clusters
  Score: Raw -3569653.789729 + Penalty 3349.997687 = -3566303.792042
  nChanged 3
		SP:Iteration 57Q (95030.450000 sec): 3 clusters
  Score: Raw -3569656.060438 + Penalty 3349.997687 = -3566306.062751
  nChanged 2
		SP:Iteration 58Q (95030.790000 sec): 3 clusters
  Score: Raw -3569657.631577 + Penalty 3349.997687 = -3566307.633890
  nChanged 2
		SP:Iteration 59Q (95031.140000 sec): 3 clusters
  Score: Raw -3569659.197922 + Penalty 3349.997687 = -3566309.200235
  nChanged 0
		SP:Iteration 60F (95031.500000 sec): 3 clusters
  Score: Raw -3569659.197922 + Penalty 3349.997687 = -3566309.200235
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (57813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95031.840000 sec): 2 clusters
  Score: Raw -7105165.456798 + Penalty 1781.807453 = -7103383.649345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95032.340000 sec): 3 clusters
  Score: Raw -7068337.197056 + Penalty 3563.614906 = -7064773.582150
  nChanged 27218
		SP:Iteration 1F (95032.860000 sec): 3 clusters
  Score: Raw -7084014.711096 + Penalty 3563.614906 = -7080451.096189
  nChanged 2275
		SP:Iteration 2Q (95033.380000 sec): 3 clusters
  Score: Raw -7084828.272547 + Penalty 3563.614906 = -7081264.657641
  nChanged 2668
		SP:Iteration 3Q (95033.960000 sec): 3 clusters
  Score: Raw -7086038.061316 + Penalty 3563.614906 = -7082474.446409
  nChanged 3094
		SP:Iteration 4F (95034.470000 sec): 3 clusters
  Score: Raw -7087763.459865 + Penalty 3563.614906 = -7084199.844959
  nChanged 3564
		SP:Iteration 5F (95034.990000 sec): 3 clusters
  Score: Raw -7090170.297608 + Penalty 3563.614906 = -7086606.682701
  nChanged 3844
		SP:Iteration 6F (95035.470000 sec): 3 clusters
  Score: Raw -7093193.309157 + Penalty 3563.614906 = -7089629.694251
  nChanged 3785
		SP:Iteration 7F (95035.990000 sec): 3 clusters
  Score: Raw -7096301.132823 + Penalty 3563.614906 = -7092737.517917
  nChanged 3248
		SP:Iteration 8F (95036.560000 sec): 3 clusters
  Score: Raw -7098820.636685 + Penalty 3563.614906 = -7095257.021779
  nChanged 2362
		SP:Iteration 9Q (95037.100000 sec): 3 clusters
  Score: Raw -7100481.759875 + Penalty 3563.614906 = -7096918.144968
  nChanged 1737
		SP:Iteration 10Q (95037.600000 sec): 3 clusters
  Score: Raw -7101644.894270 + Penalty 3563.614906 = -7098081.279363
  nChanged 1290
		SP:Iteration 11Q (95038.080000 sec): 3 clusters
  Score: Raw -7102418.886097 + Penalty 3563.614906 = -7098855.271190
  nChanged 967
		SP:Iteration 12Q (95038.540000 sec): 3 clusters
  Score: Raw -7103017.236853 + Penalty 3563.614906 = -7099453.621946
  nChanged 814
		SP:Iteration 13Q (95039.040000 sec): 3 clusters
  Score: Raw -7103531.823060 + Penalty 3563.614906 = -7099968.208153
  nChanged 643
		SP:Iteration 14Q (95039.510000 sec): 3 clusters
  Score: Raw -7103918.471722 + Penalty 3563.614906 = -7100354.856815
  nChanged 564
		SP:Iteration 15Q (95039.990000 sec): 3 clusters
  Score: Raw -7104243.854155 + Penalty 3563.614906 = -7100680.239248
  nChanged 482
		SP:Iteration 16Q (95040.480000 sec): 3 clusters
  Score: Raw -7104501.072347 + Penalty 3563.614906 = -7100937.457441
  nChanged 418
		SP:Iteration 17Q (95040.950000 sec): 3 clusters
  Score: Raw -7104710.656378 + Penalty 3563.614906 = -7101147.041471
  nChanged 346
		SP:Iteration 18Q (95041.420000 sec): 3 clusters
  Score: Raw -7104864.248706 + Penalty 3563.614906 = -7101300.633800
  nChanged 286
		SP:Iteration 19Q (95041.900000 sec): 3 clusters
  Score: Raw -7104968.445173 + Penalty 3563.614906 = -7101404.830267
  nChanged 242
		SP:Iteration 20F (95042.340000 sec): 3 clusters
  Score: Raw -7105063.827105 + Penalty 3563.614906 = -7101500.212199
  nChanged 206
		SP:Iteration 21Q (95042.810000 sec): 3 clusters
  Score: Raw -7105150.923509 + Penalty 3563.614906 = -7101587.308602
  nChanged 186
		SP:Iteration 22Q (95043.230000 sec): 3 clusters
  Score: Raw -7105219.086549 + Penalty 3563.614906 = -7101655.471642
  nChanged 182
		SP:Iteration 23Q (95043.740000 sec): 3 clusters
  Score: Raw -7105292.915281 + Penalty 3563.614906 = -7101729.300374
  nChanged 161
		SP:Iteration 24Q (95044.180000 sec): 3 clusters
  Score: Raw -7105354.779380 + Penalty 3563.614906 = -7101791.164474
  nChanged 133
		SP:Iteration 25Q (95044.690000 sec): 3 clusters
  Score: Raw -7105403.378799 + Penalty 3563.614906 = -7101839.763892
  nChanged 97
		SP:Iteration 26Q (95045.180000 sec): 3 clusters
  Score: Raw -7105431.071250 + Penalty 3563.614906 = -7101867.456344
  nChanged 74
		SP:Iteration 27Q (95045.620000 sec): 3 clusters
  Score: Raw -7105450.556806 + Penalty 3563.614906 = -7101886.941899
  nChanged 77
		SP:Iteration 28Q (95046.140000 sec): 3 clusters
  Score: Raw -7105471.789941 + Penalty 3563.614906 = -7101908.175034
  nChanged 73
		SP:Iteration 29Q (95046.620000 sec): 3 clusters
  Score: Raw -7105489.660515 + Penalty 3563.614906 = -7101926.045609
  nChanged 67
		SP:Iteration 30Q (95047.160000 sec): 3 clusters
  Score: Raw -7105505.460067 + Penalty 3563.614906 = -7101941.845160
  nChanged 54
		SP:Iteration 31Q (95047.620000 sec): 3 clusters
  Score: Raw -7105517.915681 + Penalty 3563.614906 = -7101954.300775
  nChanged 51
		SP:Iteration 32Q (95048.110000 sec): 3 clusters
  Score: Raw -7105532.180296 + Penalty 3563.614906 = -7101968.565390
  nChanged 42
		SP:Iteration 33Q (95048.550000 sec): 3 clusters
  Score: Raw -7105541.625641 + Penalty 3563.614906 = -7101978.010734
  nChanged 36
		SP:Iteration 34Q (95048.970000 sec): 3 clusters
  Score: Raw -7105551.071120 + Penalty 3563.614906 = -7101987.456214
  nChanged 33
		SP:Iteration 35Q (95049.440000 sec): 3 clusters
  Score: Raw -7105558.896172 + Penalty 3563.614906 = -7101995.281266
  nChanged 28
		SP:Iteration 36Q (95049.900000 sec): 3 clusters
  Score: Raw -7105563.979532 + Penalty 3563.614906 = -7102000.364625
  nChanged 23
		SP:Iteration 37Q (95050.350000 sec): 3 clusters
  Score: Raw -7105568.933654 + Penalty 3563.614906 = -7102005.318748
  nChanged 22
		SP:Iteration 38Q (95050.850000 sec): 3 clusters
  Score: Raw -7105574.537576 + Penalty 3563.614906 = -7102010.922669
  nChanged 22
		SP:Iteration 39Q (95051.280000 sec): 3 clusters
  Score: Raw -7105578.921618 + Penalty 3563.614906 = -7102015.306711
  nChanged 11
		SP:Iteration 40F (95051.710000 sec): 3 clusters
  Score: Raw -7105581.718785 + Penalty 3563.614906 = -7102018.103878
  nChanged 16
		SP:Iteration 41Q (95052.130000 sec): 3 clusters
  Score: Raw -7105586.152969 + Penalty 3563.614906 = -7102022.538062
  nChanged 18
		SP:Iteration 42Q (95052.560000 sec): 3 clusters
  Score: Raw -7105591.195807 + Penalty 3563.614906 = -7102027.580900
  nChanged 21
		SP:Iteration 43Q (95053.010000 sec): 3 clusters
  Score: Raw -7105595.182875 + Penalty 3563.614906 = -7102031.567968
  nChanged 16
		SP:Iteration 44Q (95053.430000 sec): 3 clusters
  Score: Raw -7105598.608817 + Penalty 3563.614906 = -7102034.993911
  nChanged 11
		SP:Iteration 45Q (95053.830000 sec): 3 clusters
  Score: Raw -7105601.210297 + Penalty 3563.614906 = -7102037.595390
  nChanged 15
		SP:Iteration 46Q (95054.300000 sec): 3 clusters
  Score: Raw -7105604.424780 + Penalty 3563.614906 = -7102040.809874
  nChanged 9
		SP:Iteration 47Q (95054.790000 sec): 3 clusters
  Score: Raw -7105606.763822 + Penalty 3563.614906 = -7102043.148916
  nChanged 11
		SP:Iteration 48Q (95055.250000 sec): 3 clusters
  Score: Raw -7105608.956057 + Penalty 3563.614906 = -7102045.341151
  nChanged 7
		SP:Iteration 49Q (95055.670000 sec): 3 clusters
  Score: Raw -7105609.882317 + Penalty 3563.614906 = -7102046.267411
  nChanged 7
		SP:Iteration 50Q (95056.140000 sec): 3 clusters
  Score: Raw -7105611.153542 + Penalty 3563.614906 = -7102047.538636
  nChanged 7
		SP:Iteration 51Q (95056.590000 sec): 3 clusters
  Score: Raw -7105612.794920 + Penalty 3563.614906 = -7102049.180013
  nChanged 9
		SP:Iteration 52Q (95057.020000 sec): 3 clusters
  Score: Raw -7105614.764971 + Penalty 3563.614906 = -7102051.150064
  nChanged 10
		SP:Iteration 53Q (95057.510000 sec): 3 clusters
  Score: Raw -7105617.808852 + Penalty 3563.614906 = -7102054.193946
  nChanged 13
		SP:Iteration 54Q (95058.000000 sec): 3 clusters
  Score: Raw -7105621.957314 + Penalty 3563.614906 = -7102058.342407
  nChanged 11
		SP:Iteration 55Q (95058.510000 sec): 3 clusters
  Score: Raw -7105624.544270 + Penalty 3563.614906 = -7102060.929363
  nChanged 8
		SP:Iteration 56Q (95058.960000 sec): 3 clusters
  Score: Raw -7105626.626632 + Penalty 3563.614906 = -7102063.011726
  nChanged 10
		SP:Iteration 57Q (95059.390000 sec): 3 clusters
  Score: Raw -7105629.226632 + Penalty 3563.614906 = -7102065.611725
  nChanged 6
		SP:Iteration 58Q (95059.910000 sec): 3 clusters
  Score: Raw -7105630.546207 + Penalty 3563.614906 = -7102066.931300
  nChanged 9
		SP:Iteration 59Q (95060.320000 sec): 3 clusters
  Score: Raw -7105632.730519 + Penalty 3563.614906 = -7102069.115613
  nChanged 8
		SP:Iteration 60F (95060.830000 sec): 3 clusters
  Score: Raw -7105634.507493 + Penalty 3563.614906 = -7102070.892587
  nChanged 8
		SP:Iteration 61Q (95061.310000 sec): 3 clusters
  Score: Raw -7105635.744757 + Penalty 3563.614906 = -7102072.129850
  nChanged 2
		SP:Iteration 62Q (95061.700000 sec): 3 clusters
  Score: Raw -7105636.112975 + Penalty 3563.614906 = -7102072.498069
  nChanged 2
		SP:Iteration 63Q (95062.180000 sec): 3 clusters
  Score: Raw -7105636.356105 + Penalty 3563.614906 = -7102072.741199
  nChanged 2
		SP:Iteration 64Q (95062.680000 sec): 3 clusters
  Score: Raw -7105636.663754 + Penalty 3563.614906 = -7102073.048847
  nChanged 3
		SP:Iteration 65Q (95063.170000 sec): 3 clusters
  Score: Raw -7105637.588374 + Penalty 3563.614906 = -7102073.973468
  nChanged 5
		SP:Iteration 66Q (95063.640000 sec): 3 clusters
  Score: Raw -7105638.717902 + Penalty 3563.614906 = -7102075.102995
  nChanged 4
		SP:Iteration 67Q (95064.150000 sec): 3 clusters
  Score: Raw -7105639.957843 + Penalty 3563.614906 = -7102076.342936
  nChanged 6
		SP:Iteration 68Q (95064.630000 sec): 3 clusters
  Score: Raw -7105641.502114 + Penalty 3563.614906 = -7102077.887207
  nChanged 5
		SP:Iteration 69Q (95065.050000 sec): 3 clusters
  Score: Raw -7105642.677692 + Penalty 3563.614906 = -7102079.062786
  nChanged 2
		SP:Iteration 70Q (95065.530000 sec): 3 clusters
  Score: Raw -7105643.012713 + Penalty 3563.614906 = -7102079.397807
  nChanged 3
		SP:Iteration 71Q (95065.960000 sec): 3 clusters
  Score: Raw -7105643.443628 + Penalty 3563.614906 = -7102079.828722
  nChanged 3
		SP:Iteration 72Q (95066.430000 sec): 3 clusters
  Score: Raw -7105644.055121 + Penalty 3563.614906 = -7102080.440214
  nChanged 6
		SP:Iteration 73Q (95066.900000 sec): 3 clusters
  Score: Raw -7105645.572904 + Penalty 3563.614906 = -7102081.957998
  nChanged 7
		SP:Iteration 74Q (95067.380000 sec): 3 clusters
  Score: Raw -7105647.530289 + Penalty 3563.614906 = -7102083.915382
  nChanged 9
		SP:Iteration 75Q (95067.820000 sec): 3 clusters
  Score: Raw -7105649.616671 + Penalty 3563.614906 = -7102086.001765
  nChanged 6
		SP:Iteration 76Q (95068.260000 sec): 3 clusters
  Score: Raw -7105651.431391 + Penalty 3563.614906 = -7102087.816485
  nChanged 5
		SP:Iteration 77Q (95068.800000 sec): 3 clusters
  Score: Raw -7105652.550698 + Penalty 3563.614906 = -7102088.935792
  nChanged 3
		SP:Iteration 78Q (95069.280000 sec): 3 clusters
  Score: Raw -7105653.303031 + Penalty 3563.614906 = -7102089.688125
  nChanged 6
		SP:Iteration 79Q (95069.830000 sec): 3 clusters
  Score: Raw -7105654.337733 + Penalty 3563.614906 = -7102090.722827
  nChanged 2
		SP:Iteration 80F (95070.360000 sec): 3 clusters
  Score: Raw -7105654.637120 + Penalty 3563.614906 = -7102091.022213
  nChanged 3
		SP:Iteration 81Q (95070.920000 sec): 3 clusters
  Score: Raw -7105655.530614 + Penalty 3563.614906 = -7102091.915708
  nChanged 4
		SP:Iteration 82Q (95071.390000 sec): 3 clusters
  Score: Raw -7105656.510194 + Penalty 3563.614906 = -7102092.895287
  nChanged 5
		SP:Iteration 83Q (95071.880000 sec): 3 clusters
  Score: Raw -7105657.256326 + Penalty 3563.614906 = -7102093.641419
  nChanged 2
		SP:Iteration 84Q (95072.410000 sec): 3 clusters
  Score: Raw -7105657.463636 + Penalty 3563.614906 = -7102093.848729
  nChanged 2
		SP:Iteration 85Q (95072.890000 sec): 3 clusters
  Score: Raw -7105657.898871 + Penalty 3563.614906 = -7102094.283964
  nChanged 3
		SP:Iteration 86Q (95073.360000 sec): 3 clusters
  Score: Raw -7105658.377491 + Penalty 3563.614906 = -7102094.762584
  nChanged 1
		SP:Iteration 87Q (95073.890000 sec): 3 clusters
  Score: Raw -7105658.525641 + Penalty 3563.614906 = -7102094.910735
  nChanged 1
		SP:Iteration 88Q (95074.390000 sec): 3 clusters
  Score: Raw -7105658.870090 + Penalty 3563.614906 = -7102095.255183
  nChanged 2
		SP:Iteration 89Q (95074.830000 sec): 3 clusters
  Score: Raw -7105659.268297 + Penalty 3563.614906 = -7102095.653391
  nChanged 1
		SP:Iteration 90Q (95075.290000 sec): 3 clusters
  Score: Raw -7105659.467209 + Penalty 3563.614906 = -7102095.852302
  nChanged 0
		SP:Iteration 91F (95075.770000 sec): 3 clusters
  Score: Raw -7105659.467209 + Penalty 3563.614906 = -7102095.852302
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95075.900000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95076.030000 sec): 3 clusters
  Score: Raw -41221.832097 + Penalty 1910.264129 = -39311.567968
  nChanged 63
		SP:Iteration 1F (95076.140000 sec): 3 clusters
  Score: Raw -41339.735754 + Penalty 1910.264129 = -39429.471625
  nChanged 14
		SP:Iteration 2Q (95076.320000 sec): 3 clusters
  Score: Raw -41370.793790 + Penalty 1910.264129 = -39460.529661
  nChanged 7
		SP:Iteration 3Q (95076.460000 sec): 3 clusters
  Score: Raw -41386.629453 + Penalty 1910.264129 = -39476.365324
  nChanged 3
		SP:Iteration 4Q (95076.640000 sec): 3 clusters
  Score: Raw -41392.810958 + Penalty 1910.264129 = -39482.546829
  nChanged 1
		SP:Iteration 5Q (95076.860000 sec): 3 clusters
  Score: Raw -41393.793501 + Penalty 1910.264129 = -39483.529372
  nChanged 0
		SP:Iteration 6F (95077.030000 sec): 3 clusters
  Score: Raw -41393.793501 + Penalty 1910.264129 = -39483.529372
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (9228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95077.150000 sec): 2 clusters
  Score: Raw -1124764.654457 + Penalty 1483.624613 = -1123281.029843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95077.410000 sec): 3 clusters
  Score: Raw -1119515.771309 + Penalty 2967.249226 = -1116548.522083
  nChanged 3992
		SP:Iteration 1F (95077.630000 sec): 3 clusters
  Score: Raw -1121650.036061 + Penalty 2967.249226 = -1118682.786835
  nChanged 586
		SP:Iteration 2F (95077.840000 sec): 3 clusters
  Score: Raw -1121913.700500 + Penalty 2967.249226 = -1118946.451274
  nChanged 497
		SP:Iteration 3F (95078.090000 sec): 3 clusters
  Score: Raw -1122134.365446 + Penalty 2967.249226 = -1119167.116220
  nChanged 443
		SP:Iteration 4Q (95078.360000 sec): 3 clusters
  Score: Raw -1122356.060604 + Penalty 2967.249226 = -1119388.811378
  nChanged 451
		SP:Iteration 5Q (95078.600000 sec): 3 clusters
  Score: Raw -1122576.112421 + Penalty 2967.249226 = -1119608.863195
  nChanged 414
		SP:Iteration 6Q (95078.830000 sec): 3 clusters
  Score: Raw -1122785.761228 + Penalty 2967.249226 = -1119818.512002
  nChanged 419
		SP:Iteration 7Q (95079.100000 sec): 3 clusters
  Score: Raw -1122981.438806 + Penalty 2967.249226 = -1120014.189580
  nChanged 358
		SP:Iteration 8Q (95079.360000 sec): 3 clusters
  Score: Raw -1123145.105231 + Penalty 2967.249226 = -1120177.856005
  nChanged 330
		SP:Iteration 9Q (95079.600000 sec): 3 clusters
  Score: Raw -1123316.171397 + Penalty 2967.249226 = -1120348.922170
  nChanged 323
		SP:Iteration 10Q (95079.830000 sec): 3 clusters
  Score: Raw -1123479.847945 + Penalty 2967.249226 = -1120512.598719
  nChanged 289
		SP:Iteration 11Q (95080.080000 sec): 3 clusters
  Score: Raw -1123622.613812 + Penalty 2967.249226 = -1120655.364585
  nChanged 260
		SP:Iteration 12Q (95080.340000 sec): 3 clusters
  Score: Raw -1123746.432357 + Penalty 2967.249226 = -1120779.183131
  nChanged 230
		SP:Iteration 13Q (95080.570000 sec): 3 clusters
  Score: Raw -1123856.019802 + Penalty 2967.249226 = -1120888.770575
  nChanged 226
		SP:Iteration 14Q (95080.800000 sec): 3 clusters
  Score: Raw -1123958.188941 + Penalty 2967.249226 = -1120990.939715
  nChanged 208
		SP:Iteration 15Q (95081.100000 sec): 3 clusters
  Score: Raw -1124060.475129 + Penalty 2967.249226 = -1121093.225903
  nChanged 192
		SP:Iteration 16Q (95081.300000 sec): 3 clusters
  Score: Raw -1124165.594524 + Penalty 2967.249226 = -1121198.345297
  nChanged 198
		SP:Iteration 17Q (95081.540000 sec): 3 clusters
  Score: Raw -1124294.606144 + Penalty 2967.249226 = -1121327.356918
  nChanged 199
		SP:Iteration 18Q (95081.730000 sec): 3 clusters
  Score: Raw -1124415.875690 + Penalty 2967.249226 = -1121448.626464
  nChanged 156
		SP:Iteration 19Q (95082.040000 sec): 3 clusters
  Score: Raw -1124512.246451 + Penalty 2967.249226 = -1121544.997224
  nChanged 141
		SP:Iteration 20F (95082.320000 sec): 3 clusters
  Score: Raw -1124613.122529 + Penalty 2967.249226 = -1121645.873303
  nChanged 111
		SP:Iteration 21Q (95082.550000 sec): 3 clusters
  Score: Raw -1124697.936332 + Penalty 2967.249226 = -1121730.687106
  nChanged 92
		SP:Iteration 22Q (95082.800000 sec): 3 clusters
  Score: Raw -1124775.822391 + Penalty 2967.249226 = -1121808.573165
  nChanged 82
		SP:Iteration 23Q (95083.050000 sec): 3 clusters
  Score: Raw -1124831.950334 + Penalty 2967.249226 = -1121864.701108
  nChanged 52
		SP:Iteration 24Q (95083.310000 sec): 3 clusters
  Score: Raw -1124864.279484 + Penalty 2967.249226 = -1121897.030257
  nChanged 29
		SP:Iteration 25Q (95083.570000 sec): 3 clusters
  Score: Raw -1124885.430952 + Penalty 2967.249226 = -1121918.181726
  nChanged 18
		SP:Iteration 26Q (95083.760000 sec): 3 clusters
  Score: Raw -1124896.623767 + Penalty 2967.249226 = -1121929.374541
  nChanged 20
		SP:Iteration 27Q (95084.040000 sec): 3 clusters
  Score: Raw -1124909.784670 + Penalty 2967.249226 = -1121942.535444
  nChanged 20
		SP:Iteration 28Q (95084.300000 sec): 3 clusters
  Score: Raw -1124922.278929 + Penalty 2967.249226 = -1121955.029703
  nChanged 19
		SP:Iteration 29Q (95084.500000 sec): 3 clusters
  Score: Raw -1124934.080786 + Penalty 2967.249226 = -1121966.831560
  nChanged 11
		SP:Iteration 30Q (95084.760000 sec): 3 clusters
  Score: Raw -1124940.786448 + Penalty 2967.249226 = -1121973.537221
  nChanged 6
		SP:Iteration 31Q (95084.980000 sec): 3 clusters
  Score: Raw -1124944.799977 + Penalty 2967.249226 = -1121977.550751
  nChanged 8
		SP:Iteration 32Q (95085.240000 sec): 3 clusters
  Score: Raw -1124950.933316 + Penalty 2967.249226 = -1121983.684089
  nChanged 10
		SP:Iteration 33Q (95085.500000 sec): 3 clusters
  Score: Raw -1124957.573290 + Penalty 2967.249226 = -1121990.324064
  nChanged 5
		SP:Iteration 34Q (95085.790000 sec): 3 clusters
  Score: Raw -1124960.587210 + Penalty 2967.249226 = -1121993.337984
  nChanged 5
		SP:Iteration 35Q (95086.000000 sec): 3 clusters
  Score: Raw -1124963.300782 + Penalty 2967.249226 = -1121996.051556
  nChanged 5
		SP:Iteration 36Q (95086.210000 sec): 3 clusters
  Score: Raw -1124966.527377 + Penalty 2967.249226 = -1121999.278150
  nChanged 5
		SP:Iteration 37Q (95086.450000 sec): 3 clusters
  Score: Raw -1124970.423298 + Penalty 2967.249226 = -1122003.174071
  nChanged 5
		SP:Iteration 38Q (95086.740000 sec): 3 clusters
  Score: Raw -1124973.722777 + Penalty 2967.249226 = -1122006.473550
  nChanged 3
		SP:Iteration 39Q (95086.960000 sec): 3 clusters
  Score: Raw -1124975.811488 + Penalty 2967.249226 = -1122008.562261
  nChanged 3
		SP:Iteration 40F (95087.190000 sec): 3 clusters
  Score: Raw -1124976.861163 + Penalty 2967.249226 = -1122009.611936
  nChanged 3
		SP:Iteration 41Q (95087.370000 sec): 3 clusters
  Score: Raw -1124978.370513 + Penalty 2967.249226 = -1122011.121287
  nChanged 1
		SP:Iteration 42Q (95087.620000 sec): 3 clusters
  Score: Raw -1124979.027668 + Penalty 2967.249226 = -1122011.778442
  nChanged 1
		SP:Iteration 43Q (95087.850000 sec): 3 clusters
  Score: Raw -1124980.601486 + Penalty 2967.249226 = -1122013.352259
  nChanged 2
		SP:Iteration 44Q (95088.060000 sec): 3 clusters
  Score: Raw -1124982.420440 + Penalty 2967.249226 = -1122015.171213
  nChanged 6
		SP:Iteration 45Q (95088.280000 sec): 3 clusters
  Score: Raw -1124987.263221 + Penalty 2967.249226 = -1122020.013994
  nChanged 9
		SP:Iteration 46Q (95088.490000 sec): 3 clusters
  Score: Raw -1124994.785052 + Penalty 2967.249226 = -1122027.535826
  nChanged 8
		SP:Iteration 47Q (95088.710000 sec): 3 clusters
  Score: Raw -1125001.329617 + Penalty 2967.249226 = -1122034.080391
  nChanged 7
		SP:Iteration 48Q (95088.970000 sec): 3 clusters
  Score: Raw -1125006.792033 + Penalty 2967.249226 = -1122039.542807
  nChanged 4
		SP:Iteration 49Q (95089.230000 sec): 3 clusters
  Score: Raw -1125008.789116 + Penalty 2967.249226 = -1122041.539889
  nChanged 0
		SP:Iteration 50F (95089.430000 sec): 3 clusters
  Score: Raw -1125008.789116 + Penalty 2967.249226 = -1122041.539889
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95089.570000 sec): 2 clusters
  Score: Raw -854121.075572 + Penalty 1445.294767 = -852675.780806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95089.780000 sec): 3 clusters
  Score: Raw -850228.056976 + Penalty 2890.589533 = -847337.467442
  nChanged 2979
		SP:Iteration 1F (95090.060000 sec): 3 clusters
  Score: Raw -851830.610154 + Penalty 2890.589533 = -848940.020621
  nChanged 486
		SP:Iteration 2F (95090.320000 sec): 3 clusters
  Score: Raw -852101.320235 + Penalty 2890.589533 = -849210.730702
  nChanged 401
		SP:Iteration 3F (95090.520000 sec): 3 clusters
  Score: Raw -852293.962030 + Penalty 2890.589533 = -849403.372496
  nChanged 338
		SP:Iteration 4Q (95090.730000 sec): 3 clusters
  Score: Raw -852461.171017 + Penalty 2890.589533 = -849570.581484
  nChanged 299
		SP:Iteration 5Q (95090.950000 sec): 3 clusters
  Score: Raw -852622.750092 + Penalty 2890.589533 = -849732.160559
  nChanged 319
		SP:Iteration 6Q (95091.160000 sec): 3 clusters
  Score: Raw -852814.287615 + Penalty 2890.589533 = -849923.698082
  nChanged 317
		SP:Iteration 7Q (95091.440000 sec): 3 clusters
  Score: Raw -853016.508174 + Penalty 2890.589533 = -850125.918641
  nChanged 337
		SP:Iteration 8Q (95091.660000 sec): 3 clusters
  Score: Raw -853248.234002 + Penalty 2890.589533 = -850357.644468
  nChanged 305
		SP:Iteration 9Q (95091.930000 sec): 3 clusters
  Score: Raw -853461.712226 + Penalty 2890.589533 = -850571.122693
  nChanged 288
		SP:Iteration 10Q (95092.110000 sec): 3 clusters
  Score: Raw -853661.398513 + Penalty 2890.589533 = -850770.808980
  nChanged 239
		SP:Iteration 11Q (95092.330000 sec): 3 clusters
  Score: Raw -853817.268765 + Penalty 2890.589533 = -850926.679231
  nChanged 203
		SP:Iteration 12Q (95092.480000 sec): 3 clusters
  Score: Raw -853960.295819 + Penalty 2890.589533 = -851069.706286
  nChanged 155
		SP:Iteration 13Q (95092.690000 sec): 3 clusters
  Score: Raw -854065.594407 + Penalty 2890.589533 = -851175.004874
  nChanged 108
		SP:Iteration 14Q (95092.880000 sec): 3 clusters
  Score: Raw -854147.125977 + Penalty 2890.589533 = -851256.536443
  nChanged 82
		SP:Iteration 15Q (95093.090000 sec): 3 clusters
  Score: Raw -854201.953529 + Penalty 2890.589533 = -851311.363996
  nChanged 63
		SP:Iteration 16Q (95093.370000 sec): 3 clusters
  Score: Raw -854242.724746 + Penalty 2890.589533 = -851352.135213
  nChanged 49
		SP:Iteration 17Q (95093.540000 sec): 3 clusters
  Score: Raw -854280.998737 + Penalty 2890.589533 = -851390.409204
  nChanged 43
		SP:Iteration 18Q (95093.700000 sec): 3 clusters
  Score: Raw -854314.096482 + Penalty 2890.589533 = -851423.506948
  nChanged 35
		SP:Iteration 19Q (95093.900000 sec): 3 clusters
  Score: Raw -854335.501071 + Penalty 2890.589533 = -851444.911537
  nChanged 24
		SP:Iteration 20F (95094.120000 sec): 3 clusters
  Score: Raw -854350.200129 + Penalty 2890.589533 = -851459.610596
  nChanged 20
		SP:Iteration 21Q (95094.300000 sec): 3 clusters
  Score: Raw -854361.316162 + Penalty 2890.589533 = -851470.726629
  nChanged 15
		SP:Iteration 22Q (95094.480000 sec): 3 clusters
  Score: Raw -854367.921196 + Penalty 2890.589533 = -851477.331662
  nChanged 7
		SP:Iteration 23Q (95094.680000 sec): 3 clusters
  Score: Raw -854371.216285 + Penalty 2890.589533 = -851480.626752
  nChanged 8
		SP:Iteration 24Q (95094.850000 sec): 3 clusters
  Score: Raw -854376.234086 + Penalty 2890.589533 = -851485.644552
  nChanged 9
		SP:Iteration 25Q (95095.050000 sec): 3 clusters
  Score: Raw -854383.034975 + Penalty 2890.589533 = -851492.445442
  nChanged 12
		SP:Iteration 26Q (95095.310000 sec): 3 clusters
  Score: Raw -854391.204218 + Penalty 2890.589533 = -851500.614684
  nChanged 11
		SP:Iteration 27Q (95095.500000 sec): 3 clusters
  Score: Raw -854398.238768 + Penalty 2890.589533 = -851507.649234
  nChanged 8
		SP:Iteration 28Q (95095.680000 sec): 3 clusters
  Score: Raw -854402.676683 + Penalty 2890.589533 = -851512.087150
  nChanged 7
		SP:Iteration 29Q (95095.940000 sec): 3 clusters
  Score: Raw -854407.201501 + Penalty 2890.589533 = -851516.611967
  nChanged 2
		SP:Iteration 30Q (95096.140000 sec): 3 clusters
  Score: Raw -854408.802973 + Penalty 2890.589533 = -851518.213440
  nChanged 2
		SP:Iteration 31Q (95096.300000 sec): 3 clusters
  Score: Raw -854410.428136 + Penalty 2890.589533 = -851519.838603
  nChanged 1
		SP:Iteration 32Q (95096.530000 sec): 3 clusters
  Score: Raw -854411.006638 + Penalty 2890.589533 = -851520.417105
  nChanged 2
		SP:Iteration 33Q (95096.750000 sec): 3 clusters
  Score: Raw -854412.067339 + Penalty 2890.589533 = -851521.477806
  nChanged 1
		SP:Iteration 34Q (95097.020000 sec): 3 clusters
  Score: Raw -854412.708201 + Penalty 2890.589533 = -851522.118667
  nChanged 2
		SP:Iteration 35Q (95097.230000 sec): 3 clusters
  Score: Raw -854413.514747 + Penalty 2890.589533 = -851522.925214
  nChanged 0
		SP:Iteration 36F (95097.390000 sec): 3 clusters
  Score: Raw -854413.514747 + Penalty 2890.589533 = -851522.925214
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95097.570000 sec): 2 clusters
  Score: Raw -929058.028618 + Penalty 1484.765215 = -927573.263403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95097.770000 sec): 3 clusters
  Score: Raw -923769.300315 + Penalty 2969.530430 = -920799.769885
  nChanged 4011
		SP:Iteration 1F (95097.990000 sec): 3 clusters
  Score: Raw -926091.985995 + Penalty 2969.530430 = -923122.455565
  nChanged 681
		SP:Iteration 2F (95098.270000 sec): 3 clusters
  Score: Raw -926503.465959 + Penalty 2969.530430 = -923533.935529
  nChanged 575
		SP:Iteration 3F (95098.430000 sec): 3 clusters
  Score: Raw -926856.960333 + Penalty 2969.530430 = -923887.429903
  nChanged 520
		SP:Iteration 4F (95098.630000 sec): 3 clusters
  Score: Raw -927132.697795 + Penalty 2969.530430 = -924163.167365
  nChanged 414
		SP:Iteration 5Q (95098.850000 sec): 3 clusters
  Score: Raw -927364.990818 + Penalty 2969.530430 = -924395.460388
  nChanged 395
		SP:Iteration 6Q (95099.010000 sec): 3 clusters
  Score: Raw -927575.584762 + Penalty 2969.530430 = -924606.054332
  nChanged 383
		SP:Iteration 7Q (95099.250000 sec): 3 clusters
  Score: Raw -927773.781496 + Penalty 2969.530430 = -924804.251066
  nChanged 346
		SP:Iteration 8Q (95099.460000 sec): 3 clusters
  Score: Raw -927947.706939 + Penalty 2969.530430 = -924978.176509
  nChanged 333
		SP:Iteration 9Q (95099.700000 sec): 3 clusters
  Score: Raw -928086.797751 + Penalty 2969.530430 = -925117.267321
  nChanged 272
		SP:Iteration 10Q (95099.910000 sec): 3 clusters
  Score: Raw -928195.903758 + Penalty 2969.530430 = -925226.373328
  nChanged 224
		SP:Iteration 11Q (95100.210000 sec): 3 clusters
  Score: Raw -928284.804058 + Penalty 2969.530430 = -925315.273628
  nChanged 219
		SP:Iteration 12Q (95100.470000 sec): 3 clusters
  Score: Raw -928365.138626 + Penalty 2969.530430 = -925395.608196
  nChanged 180
		SP:Iteration 13Q (95100.730000 sec): 3 clusters
  Score: Raw -928432.990809 + Penalty 2969.530430 = -925463.460379
  nChanged 152
		SP:Iteration 14Q (95100.950000 sec): 3 clusters
  Score: Raw -928488.396370 + Penalty 2969.530430 = -925518.865940
  nChanged 129
		SP:Iteration 15Q (95101.190000 sec): 3 clusters
  Score: Raw -928528.911064 + Penalty 2969.530430 = -925559.380634
  nChanged 123
		SP:Iteration 16Q (95101.410000 sec): 3 clusters
  Score: Raw -928567.036408 + Penalty 2969.530430 = -925597.505978
  nChanged 117
		SP:Iteration 17Q (95101.610000 sec): 3 clusters
  Score: Raw -928593.888979 + Penalty 2969.530430 = -925624.358549
  nChanged 85
		SP:Iteration 18Q (95101.820000 sec): 3 clusters
  Score: Raw -928616.423762 + Penalty 2969.530430 = -925646.893333
  nChanged 70
		SP:Iteration 19Q (95102.050000 sec): 3 clusters
  Score: Raw -928631.611083 + Penalty 2969.530430 = -925662.080653
  nChanged 52
		SP:Iteration 20F (95102.240000 sec): 3 clusters
  Score: Raw -928641.454746 + Penalty 2969.530430 = -925671.924316
  nChanged 51
		SP:Iteration 21Q (95102.480000 sec): 3 clusters
  Score: Raw -928650.437074 + Penalty 2969.530430 = -925680.906644
  nChanged 51
		SP:Iteration 22Q (95102.700000 sec): 3 clusters
  Score: Raw -928660.326224 + Penalty 2969.530430 = -925690.795794
  nChanged 49
		SP:Iteration 23Q (95102.940000 sec): 3 clusters
  Score: Raw -928669.110826 + Penalty 2969.530430 = -925699.580397
  nChanged 33
		SP:Iteration 24Q (95103.190000 sec): 3 clusters
  Score: Raw -928674.667444 + Penalty 2969.530430 = -925705.137014
  nChanged 41
		SP:Iteration 25Q (95103.430000 sec): 3 clusters
  Score: Raw -928679.168888 + Penalty 2969.530430 = -925709.638458
  nChanged 32
		SP:Iteration 26Q (95103.730000 sec): 3 clusters
  Score: Raw -928683.501297 + Penalty 2969.530430 = -925713.970867
  nChanged 26
		SP:Iteration 27Q (95103.930000 sec): 3 clusters
  Score: Raw -928687.065995 + Penalty 2969.530430 = -925717.535565
  nChanged 18
		SP:Iteration 28Q (95104.230000 sec): 3 clusters
  Score: Raw -928689.229209 + Penalty 2969.530430 = -925719.698779
  nChanged 17
		SP:Iteration 29Q (95104.420000 sec): 3 clusters
  Score: Raw -928691.666604 + Penalty 2969.530430 = -925722.136174
  nChanged 16
		SP:Iteration 30Q (95104.640000 sec): 3 clusters
  Score: Raw -928693.657488 + Penalty 2969.530430 = -925724.127058
  nChanged 18
		SP:Iteration 31Q (95104.880000 sec): 3 clusters
  Score: Raw -928696.043721 + Penalty 2969.530430 = -925726.513291
  nChanged 20
		SP:Iteration 32Q (95105.090000 sec): 3 clusters
  Score: Raw -928699.251933 + Penalty 2969.530430 = -925729.721503
  nChanged 22
		SP:Iteration 33Q (95105.320000 sec): 3 clusters
  Score: Raw -928702.805537 + Penalty 2969.530430 = -925733.275107
  nChanged 24
		SP:Iteration 34Q (95105.600000 sec): 3 clusters
  Score: Raw -928706.420215 + Penalty 2969.530430 = -925736.889785
  nChanged 22
		SP:Iteration 35Q (95105.770000 sec): 3 clusters
  Score: Raw -928710.427535 + Penalty 2969.530430 = -925740.897105
  nChanged 19
		SP:Iteration 36Q (95105.980000 sec): 3 clusters
  Score: Raw -928713.021687 + Penalty 2969.530430 = -925743.491257
  nChanged 24
		SP:Iteration 37Q (95106.260000 sec): 3 clusters
  Score: Raw -928716.071846 + Penalty 2969.530430 = -925746.541416
  nChanged 15
		SP:Iteration 38Q (95106.460000 sec): 3 clusters
  Score: Raw -928718.740146 + Penalty 2969.530430 = -925749.209716
  nChanged 18
		SP:Iteration 39Q (95106.680000 sec): 3 clusters
  Score: Raw -928721.886549 + Penalty 2969.530430 = -925752.356119
  nChanged 18
		SP:Iteration 40F (95106.920000 sec): 3 clusters
  Score: Raw -928724.642741 + Penalty 2969.530430 = -925755.112311
  nChanged 16
		SP:Iteration 41Q (95107.120000 sec): 3 clusters
  Score: Raw -928726.277884 + Penalty 2969.530430 = -925756.747454
  nChanged 13
		SP:Iteration 42Q (95107.340000 sec): 3 clusters
  Score: Raw -928727.502726 + Penalty 2969.530430 = -925757.972296
  nChanged 9
		SP:Iteration 43Q (95107.570000 sec): 3 clusters
  Score: Raw -928728.221347 + Penalty 2969.530430 = -925758.690917
  nChanged 8
		SP:Iteration 44Q (95107.810000 sec): 3 clusters
  Score: Raw -928728.818867 + Penalty 2969.530430 = -925759.288437
  nChanged 5
		SP:Iteration 45Q (95108.000000 sec): 3 clusters
  Score: Raw -928729.348258 + Penalty 2969.530430 = -925759.817828
  nChanged 4
		SP:Iteration 46Q (95108.250000 sec): 3 clusters
  Score: Raw -928729.599483 + Penalty 2969.530430 = -925760.069053
  nChanged 2
		SP:Iteration 47Q (95108.430000 sec): 3 clusters
  Score: Raw -928729.717597 + Penalty 2969.530430 = -925760.187167
  nChanged 2
		SP:Iteration 48Q (95108.690000 sec): 3 clusters
  Score: Raw -928729.959031 + Penalty 2969.530430 = -925760.428601
  nChanged 5
		SP:Iteration 49Q (95108.870000 sec): 3 clusters
  Score: Raw -928730.437900 + Penalty 2969.530430 = -925760.907470
  nChanged 4
		SP:Iteration 50Q (95109.050000 sec): 3 clusters
  Score: Raw -928730.662970 + Penalty 2969.530430 = -925761.132540
  nChanged 5
		SP:Iteration 51Q (95109.260000 sec): 3 clusters
  Score: Raw -928731.192744 + Penalty 2969.530430 = -925761.662314
  nChanged 5
		SP:Iteration 52Q (95109.530000 sec): 3 clusters
  Score: Raw -928731.886749 + Penalty 2969.530430 = -925762.356319
  nChanged 6
		SP:Iteration 53Q (95109.790000 sec): 3 clusters
  Score: Raw -928732.514493 + Penalty 2969.530430 = -925762.984063
  nChanged 6
		SP:Iteration 54Q (95109.990000 sec): 3 clusters
  Score: Raw -928733.098251 + Penalty 2969.530430 = -925763.567821
  nChanged 5
		SP:Iteration 55Q (95110.200000 sec): 3 clusters
  Score: Raw -928733.725475 + Penalty 2969.530430 = -925764.195045
  nChanged 3
		SP:Iteration 56Q (95110.400000 sec): 3 clusters
  Score: Raw -928733.941681 + Penalty 2969.530430 = -925764.411252
  nChanged 3
		SP:Iteration 57Q (95110.600000 sec): 3 clusters
  Score: Raw -928734.110378 + Penalty 2969.530430 = -925764.579948
  nChanged 3
		SP:Iteration 58Q (95110.820000 sec): 3 clusters
  Score: Raw -928734.444572 + Penalty 2969.530430 = -925764.914142
  nChanged 2
		SP:Iteration 59Q (95111.040000 sec): 3 clusters
  Score: Raw -928734.602824 + Penalty 2969.530430 = -925765.072394
  nChanged 3
		SP:Iteration 60F (95111.240000 sec): 3 clusters
  Score: Raw -928735.051329 + Penalty 2969.530430 = -925765.520899
  nChanged 4
		SP:Iteration 61Q (95111.470000 sec): 3 clusters
  Score: Raw -928735.374513 + Penalty 2969.530430 = -925765.844083
  nChanged 2
		SP:Iteration 62Q (95111.750000 sec): 3 clusters
  Score: Raw -928735.503303 + Penalty 2969.530430 = -925765.972873
  nChanged 2
		SP:Iteration 63Q (95111.960000 sec): 3 clusters
  Score: Raw -928735.702187 + Penalty 2969.530430 = -925766.171757
  nChanged 4
		SP:Iteration 64Q (95112.140000 sec): 3 clusters
  Score: Raw -928735.923584 + Penalty 2969.530430 = -925766.393154
  nChanged 3
		SP:Iteration 65Q (95112.410000 sec): 3 clusters
  Score: Raw -928736.220324 + Penalty 2969.530430 = -925766.689894
  nChanged 4
		SP:Iteration 66Q (95112.600000 sec): 3 clusters
  Score: Raw -928736.428177 + Penalty 2969.530430 = -925766.897747
  nChanged 2
		SP:Iteration 67Q (95112.770000 sec): 3 clusters
  Score: Raw -928736.544209 + Penalty 2969.530430 = -925767.013779
  nChanged 1
		SP:Iteration 68Q (95113.000000 sec): 3 clusters
  Score: Raw -928736.624543 + Penalty 2969.530430 = -925767.094113
  nChanged 1
		SP:Iteration 69Q (95113.200000 sec): 3 clusters
  Score: Raw -928736.746709 + Penalty 2969.530430 = -925767.216279
  nChanged 2
		SP:Iteration 70Q (95113.420000 sec): 3 clusters
  Score: Raw -928736.944068 + Penalty 2969.530430 = -925767.413638
  nChanged 2
		SP:Iteration 71Q (95113.650000 sec): 3 clusters
  Score: Raw -928737.109217 + Penalty 2969.530430 = -925767.578787
  nChanged 2
		SP:Iteration 72Q (95113.880000 sec): 3 clusters
  Score: Raw -928737.295597 + Penalty 2969.530430 = -925767.765167
  nChanged 3
		SP:Iteration 73Q (95114.080000 sec): 3 clusters
  Score: Raw -928737.802640 + Penalty 2969.530430 = -925768.272210
  nChanged 1
		SP:Iteration 74Q (95114.300000 sec): 3 clusters
  Score: Raw -928737.873493 + Penalty 2969.530430 = -925768.343063
  nChanged 2
		SP:Iteration 75Q (95114.550000 sec): 3 clusters
  Score: Raw -928738.016437 + Penalty 2969.530430 = -925768.486007
  nChanged 1
		SP:Iteration 76Q (95114.800000 sec): 3 clusters
  Score: Raw -928738.058066 + Penalty 2969.530430 = -925768.527636
  nChanged 0
		SP:Iteration 77F (95115.040000 sec): 3 clusters
  Score: Raw -928738.058066 + Penalty 2969.530430 = -925768.527636
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95115.350000 sec): 2 clusters
  Score: Raw -4345914.257533 + Penalty 1719.373400 = -4344194.884133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95115.720000 sec): 3 clusters
  Score: Raw -4321188.949044 + Penalty 3438.746800 = -4317750.202244
  nChanged 18335
		SP:Iteration 1F (95116.140000 sec): 3 clusters
  Score: Raw -4331777.148055 + Penalty 3438.746800 = -4328338.401255
  nChanged 1866
		SP:Iteration 2Q (95116.570000 sec): 3 clusters
  Score: Raw -4332471.936574 + Penalty 3438.746800 = -4329033.189774
  nChanged 1977
		SP:Iteration 3F (95116.930000 sec): 3 clusters
  Score: Raw -4333308.263580 + Penalty 3438.746800 = -4329869.516780
  nChanged 2062
		SP:Iteration 4F (95117.360000 sec): 3 clusters
  Score: Raw -4334167.886979 + Penalty 3438.746800 = -4330729.140179
  nChanged 2052
		SP:Iteration 5F (95117.830000 sec): 3 clusters
  Score: Raw -4335105.803301 + Penalty 3438.746800 = -4331667.056502
  nChanged 2117
		SP:Iteration 6F (95118.230000 sec): 3 clusters
  Score: Raw -4336173.344000 + Penalty 3438.746800 = -4332734.597201
  nChanged 2166
		SP:Iteration 7F (95118.740000 sec): 3 clusters
  Score: Raw -4337385.138976 + Penalty 3438.746800 = -4333946.392176
  nChanged 2179
		SP:Iteration 8F (95119.270000 sec): 3 clusters
  Score: Raw -4338768.714151 + Penalty 3438.746800 = -4335329.967351
  nChanged 2048
		SP:Iteration 9F (95119.730000 sec): 3 clusters
  Score: Raw -4340199.833392 + Penalty 3438.746800 = -4336761.086593
  nChanged 1923
		SP:Iteration 10Q (95120.110000 sec): 3 clusters
  Score: Raw -4341622.628689 + Penalty 3438.746800 = -4338183.881889
  nChanged 1605
		SP:Iteration 11Q (95120.610000 sec): 3 clusters
  Score: Raw -4342803.921346 + Penalty 3438.746800 = -4339365.174547
  nChanged 1372
		SP:Iteration 12Q (95121.010000 sec): 3 clusters
  Score: Raw -4343779.918821 + Penalty 3438.746800 = -4340341.172021
  nChanged 1034
		SP:Iteration 13Q (95121.430000 sec): 3 clusters
  Score: Raw -4344475.408295 + Penalty 3438.746800 = -4341036.661495
  nChanged 830
		SP:Iteration 14Q (95121.790000 sec): 3 clusters
  Score: Raw -4345025.661979 + Penalty 3438.746800 = -4341586.915179
  nChanged 605
		SP:Iteration 15Q (95122.170000 sec): 3 clusters
  Score: Raw -4345409.902236 + Penalty 3438.746800 = -4341971.155437
  nChanged 463
		SP:Iteration 16Q (95122.580000 sec): 3 clusters
  Score: Raw -4345705.747119 + Penalty 3438.746800 = -4342267.000319
  nChanged 344
		SP:Iteration 17Q (95122.980000 sec): 3 clusters
  Score: Raw -4345921.538359 + Penalty 3438.746800 = -4342482.791559
  nChanged 244
		SP:Iteration 18Q (95123.360000 sec): 3 clusters
  Score: Raw -4346072.144693 + Penalty 3438.746800 = -4342633.397893
  nChanged 172
		SP:Iteration 19Q (95123.730000 sec): 3 clusters
  Score: Raw -4346171.795275 + Penalty 3438.746800 = -4342733.048475
  nChanged 106
		SP:Iteration 20F (95124.120000 sec): 3 clusters
  Score: Raw -4346228.803340 + Penalty 3438.746800 = -4342790.056540
  nChanged 83
		SP:Iteration 21Q (95124.440000 sec): 3 clusters
  Score: Raw -4346275.198622 + Penalty 3438.746800 = -4342836.451823
  nChanged 57
		SP:Iteration 22Q (95124.810000 sec): 3 clusters
  Score: Raw -4346311.673454 + Penalty 3438.746800 = -4342872.926655
  nChanged 45
		SP:Iteration 23Q (95125.270000 sec): 3 clusters
  Score: Raw -4346334.024760 + Penalty 3438.746800 = -4342895.277960
  nChanged 32
		SP:Iteration 24Q (95125.640000 sec): 3 clusters
  Score: Raw -4346353.097708 + Penalty 3438.746800 = -4342914.350908
  nChanged 26
		SP:Iteration 25Q (95126.080000 sec): 3 clusters
  Score: Raw -4346367.925809 + Penalty 3438.746800 = -4342929.179009
  nChanged 23
		SP:Iteration 26Q (95126.490000 sec): 3 clusters
  Score: Raw -4346377.003170 + Penalty 3438.746800 = -4342938.256370
  nChanged 16
		SP:Iteration 27Q (95126.940000 sec): 3 clusters
  Score: Raw -4346383.136138 + Penalty 3438.746800 = -4342944.389338
  nChanged 6
		SP:Iteration 28Q (95127.280000 sec): 3 clusters
  Score: Raw -4346386.092560 + Penalty 3438.746800 = -4342947.345760
  nChanged 9
		SP:Iteration 29Q (95127.670000 sec): 3 clusters
  Score: Raw -4346390.172578 + Penalty 3438.746800 = -4342951.425779
  nChanged 6
		SP:Iteration 30Q (95128.000000 sec): 3 clusters
  Score: Raw -4346391.656626 + Penalty 3438.746800 = -4342952.909827
  nChanged 2
		SP:Iteration 31Q (95128.360000 sec): 3 clusters
  Score: Raw -4346392.335276 + Penalty 3438.746800 = -4342953.588476
  nChanged 2
		SP:Iteration 32Q (95128.730000 sec): 3 clusters
  Score: Raw -4346392.853111 + Penalty 3438.746800 = -4342954.106311
  nChanged 6
		SP:Iteration 33Q (95129.040000 sec): 3 clusters
  Score: Raw -4346396.399003 + Penalty 3438.746800 = -4342957.652203
  nChanged 5
		SP:Iteration 34Q (95129.370000 sec): 3 clusters
  Score: Raw -4346397.975827 + Penalty 3438.746800 = -4342959.229028
  nChanged 3
		SP:Iteration 35Q (95129.760000 sec): 3 clusters
  Score: Raw -4346398.545418 + Penalty 3438.746800 = -4342959.798618
  nChanged 1
		SP:Iteration 36Q (95130.100000 sec): 3 clusters
  Score: Raw -4346399.004124 + Penalty 3438.746800 = -4342960.257325
  nChanged 0
		SP:Iteration 37F (95130.440000 sec): 3 clusters
  Score: Raw -4346399.004124 + Penalty 3438.746800 = -4342960.257325
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (10260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95130.590000 sec): 2 clusters
  Score: Raw -1122779.946973 + Penalty 1500.851319 = -1121279.095653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95130.860000 sec): 3 clusters
  Score: Raw -1116941.425719 + Penalty 3001.702639 = -1113939.723080
  nChanged 4447
		SP:Iteration 1F (95131.120000 sec): 3 clusters
  Score: Raw -1119311.113420 + Penalty 3001.702639 = -1116309.410782
  nChanged 637
		SP:Iteration 2F (95131.330000 sec): 3 clusters
  Score: Raw -1119606.033160 + Penalty 3001.702639 = -1116604.330521
  nChanged 550
		SP:Iteration 3F (95131.570000 sec): 3 clusters
  Score: Raw -1119873.217657 + Penalty 3001.702639 = -1116871.515019
  nChanged 537
		SP:Iteration 4F (95131.810000 sec): 3 clusters
  Score: Raw -1120107.898668 + Penalty 3001.702639 = -1117106.196029
  nChanged 492
		SP:Iteration 5Q (95132.090000 sec): 3 clusters
  Score: Raw -1120350.783993 + Penalty 3001.702639 = -1117349.081354
  nChanged 453
		SP:Iteration 6Q (95132.300000 sec): 3 clusters
  Score: Raw -1120611.116889 + Penalty 3001.702639 = -1117609.414251
  nChanged 475
		SP:Iteration 7Q (95132.520000 sec): 3 clusters
  Score: Raw -1120910.089029 + Penalty 3001.702639 = -1117908.386390
  nChanged 478
		SP:Iteration 8Q (95132.720000 sec): 3 clusters
  Score: Raw -1121280.804947 + Penalty 3001.702639 = -1118279.102308
  nChanged 468
		SP:Iteration 9Q (95132.980000 sec): 3 clusters
  Score: Raw -1121662.371058 + Penalty 3001.702639 = -1118660.668419
  nChanged 407
		SP:Iteration 10Q (95133.220000 sec): 3 clusters
  Score: Raw -1122005.324473 + Penalty 3001.702639 = -1119003.621835
  nChanged 347
		SP:Iteration 11Q (95133.430000 sec): 3 clusters
  Score: Raw -1122265.966153 + Penalty 3001.702639 = -1119264.263515
  nChanged 240
		SP:Iteration 12Q (95133.690000 sec): 3 clusters
  Score: Raw -1122427.630838 + Penalty 3001.702639 = -1119425.928199
  nChanged 180
		SP:Iteration 13Q (95133.960000 sec): 3 clusters
  Score: Raw -1122541.813573 + Penalty 3001.702639 = -1119540.110935
  nChanged 134
		SP:Iteration 14Q (95134.180000 sec): 3 clusters
  Score: Raw -1122634.656933 + Penalty 3001.702639 = -1119632.954294
  nChanged 127
		SP:Iteration 15Q (95134.380000 sec): 3 clusters
  Score: Raw -1122718.441487 + Penalty 3001.702639 = -1119716.738849
  nChanged 98
		SP:Iteration 16Q (95134.600000 sec): 3 clusters
  Score: Raw -1122785.752407 + Penalty 3001.702639 = -1119784.049769
  nChanged 80
		SP:Iteration 17Q (95134.860000 sec): 3 clusters
  Score: Raw -1122834.413168 + Penalty 3001.702639 = -1119832.710530
  nChanged 67
		SP:Iteration 18Q (95135.140000 sec): 3 clusters
  Score: Raw -1122874.393833 + Penalty 3001.702639 = -1119872.691194
  nChanged 43
		SP:Iteration 19Q (95135.360000 sec): 3 clusters
  Score: Raw -1122902.569097 + Penalty 3001.702639 = -1119900.866458
  nChanged 38
		SP:Iteration 20F (95135.580000 sec): 3 clusters
  Score: Raw -1122932.315491 + Penalty 3001.702639 = -1119930.612852
  nChanged 24
		SP:Iteration 21Q (95135.870000 sec): 3 clusters
  Score: Raw -1122949.385928 + Penalty 3001.702639 = -1119947.683289
  nChanged 21
		SP:Iteration 22Q (95136.050000 sec): 3 clusters
  Score: Raw -1122964.464160 + Penalty 3001.702639 = -1119962.761522
  nChanged 15
		SP:Iteration 23Q (95136.250000 sec): 3 clusters
  Score: Raw -1122971.835591 + Penalty 3001.702639 = -1119970.132953
  nChanged 10
		SP:Iteration 24Q (95136.500000 sec): 3 clusters
  Score: Raw -1122977.672726 + Penalty 3001.702639 = -1119975.970088
  nChanged 4
		SP:Iteration 25Q (95136.750000 sec): 3 clusters
  Score: Raw -1122979.365134 + Penalty 3001.702639 = -1119977.662496
  nChanged 5
		SP:Iteration 26Q (95136.990000 sec): 3 clusters
  Score: Raw -1122982.178500 + Penalty 3001.702639 = -1119980.475861
  nChanged 6
		SP:Iteration 27Q (95137.170000 sec): 3 clusters
  Score: Raw -1122985.966113 + Penalty 3001.702639 = -1119984.263475
  nChanged 6
		SP:Iteration 28Q (95137.380000 sec): 3 clusters
  Score: Raw -1122988.181362 + Penalty 3001.702639 = -1119986.478723
  nChanged 4
		SP:Iteration 29Q (95137.640000 sec): 3 clusters
  Score: Raw -1122990.372476 + Penalty 3001.702639 = -1119988.669837
  nChanged 5
		SP:Iteration 30Q (95137.850000 sec): 3 clusters
  Score: Raw -1122992.135726 + Penalty 3001.702639 = -1119990.433087
  nChanged 7
		SP:Iteration 31Q (95138.110000 sec): 3 clusters
  Score: Raw -1122996.011328 + Penalty 3001.702639 = -1119994.308690
  nChanged 6
		SP:Iteration 32Q (95138.310000 sec): 3 clusters
  Score: Raw -1123000.535871 + Penalty 3001.702639 = -1119998.833232
  nChanged 7
		SP:Iteration 33Q (95138.550000 sec): 3 clusters
  Score: Raw -1123004.239927 + Penalty 3001.702639 = -1120002.537288
  nChanged 5
		SP:Iteration 34Q (95138.790000 sec): 3 clusters
  Score: Raw -1123006.107102 + Penalty 3001.702639 = -1120004.404464
  nChanged 4
		SP:Iteration 35Q (95139.020000 sec): 3 clusters
  Score: Raw -1123008.034377 + Penalty 3001.702639 = -1120006.331739
  nChanged 3
		SP:Iteration 36Q (95139.220000 sec): 3 clusters
  Score: Raw -1123009.569359 + Penalty 3001.702639 = -1120007.866721
  nChanged 2
		SP:Iteration 37Q (95139.450000 sec): 3 clusters
  Score: Raw -1123010.306075 + Penalty 3001.702639 = -1120008.603436
  nChanged 0
		SP:Iteration 38F (95139.640000 sec): 3 clusters
  Score: Raw -1123010.306075 + Penalty 3001.702639 = -1120008.603436
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (24053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95139.900000 sec): 2 clusters
  Score: Raw -2773095.799366 + Penalty 1639.302439 = -2771456.496927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95140.250000 sec): 3 clusters
  Score: Raw -2758376.549483 + Penalty 3278.604878 = -2755097.944606
  nChanged 10949
		SP:Iteration 1F (95140.640000 sec): 3 clusters
  Score: Raw -2764497.707620 + Penalty 3278.604878 = -2761219.102743
  nChanged 1225
		SP:Iteration 2F (95140.950000 sec): 3 clusters
  Score: Raw -2765005.022107 + Penalty 3278.604878 = -2761726.417230
  nChanged 1297
		SP:Iteration 3F (95141.300000 sec): 3 clusters
  Score: Raw -2765645.403123 + Penalty 3278.604878 = -2762366.798246
  nChanged 1440
		SP:Iteration 4F (95141.630000 sec): 3 clusters
  Score: Raw -2766537.410257 + Penalty 3278.604878 = -2763258.805379
  nChanged 1672
		SP:Iteration 5F (95142.020000 sec): 3 clusters
  Score: Raw -2767803.911550 + Penalty 3278.604878 = -2764525.306672
  nChanged 1784
		SP:Iteration 6F (95142.360000 sec): 3 clusters
  Score: Raw -2769364.491398 + Penalty 3278.604878 = -2766085.886521
  nChanged 1580
		SP:Iteration 7F (95142.690000 sec): 3 clusters
  Score: Raw -2770750.575213 + Penalty 3278.604878 = -2767471.970335
  nChanged 1114
		SP:Iteration 8Q (95143.010000 sec): 3 clusters
  Score: Raw -2771698.835000 + Penalty 3278.604878 = -2768420.230122
  nChanged 720
		SP:Iteration 9Q (95143.320000 sec): 3 clusters
  Score: Raw -2772352.391202 + Penalty 3278.604878 = -2769073.786324
  nChanged 501
		SP:Iteration 10Q (95143.630000 sec): 3 clusters
  Score: Raw -2772828.221602 + Penalty 3278.604878 = -2769549.616725
  nChanged 305
		SP:Iteration 11Q (95143.940000 sec): 3 clusters
  Score: Raw -2773138.788371 + Penalty 3278.604878 = -2769860.183493
  nChanged 223
		SP:Iteration 12Q (95144.230000 sec): 3 clusters
  Score: Raw -2773354.086879 + Penalty 3278.604878 = -2770075.482001
  nChanged 174
		SP:Iteration 13Q (95144.580000 sec): 3 clusters
  Score: Raw -2773503.419555 + Penalty 3278.604878 = -2770224.814677
  nChanged 125
		SP:Iteration 14Q (95144.870000 sec): 3 clusters
  Score: Raw -2773584.367524 + Penalty 3278.604878 = -2770305.762646
  nChanged 87
		SP:Iteration 15Q (95145.250000 sec): 3 clusters
  Score: Raw -2773636.388949 + Penalty 3278.604878 = -2770357.784072
  nChanged 72
		SP:Iteration 16Q (95145.530000 sec): 3 clusters
  Score: Raw -2773670.821432 + Penalty 3278.604878 = -2770392.216554
  nChanged 47
		SP:Iteration 17Q (95145.850000 sec): 3 clusters
  Score: Raw -2773688.283343 + Penalty 3278.604878 = -2770409.678466
  nChanged 44
		SP:Iteration 18Q (95146.160000 sec): 3 clusters
  Score: Raw -2773703.668173 + Penalty 3278.604878 = -2770425.063296
  nChanged 29
		SP:Iteration 19Q (95146.420000 sec): 3 clusters
  Score: Raw -2773713.371195 + Penalty 3278.604878 = -2770434.766317
  nChanged 25
		SP:Iteration 20F (95146.790000 sec): 3 clusters
  Score: Raw -2773721.881535 + Penalty 3278.604878 = -2770443.276657
  nChanged 17
		SP:Iteration 21Q (95147.060000 sec): 3 clusters
  Score: Raw -2773725.915771 + Penalty 3278.604878 = -2770447.310893
  nChanged 11
		SP:Iteration 22Q (95147.370000 sec): 3 clusters
  Score: Raw -2773728.877349 + Penalty 3278.604878 = -2770450.272472
  nChanged 15
		SP:Iteration 23Q (95147.680000 sec): 3 clusters
  Score: Raw -2773733.108624 + Penalty 3278.604878 = -2770454.503747
  nChanged 15
		SP:Iteration 24Q (95148.000000 sec): 3 clusters
  Score: Raw -2773737.530862 + Penalty 3278.604878 = -2770458.925985
  nChanged 16
		SP:Iteration 25Q (95148.310000 sec): 3 clusters
  Score: Raw -2773741.932021 + Penalty 3278.604878 = -2770463.327144
  nChanged 11
		SP:Iteration 26Q (95148.620000 sec): 3 clusters
  Score: Raw -2773745.443006 + Penalty 3278.604878 = -2770466.838128
  nChanged 13
		SP:Iteration 27Q (95148.900000 sec): 3 clusters
  Score: Raw -2773747.995028 + Penalty 3278.604878 = -2770469.390151
  nChanged 6
		SP:Iteration 28Q (95149.220000 sec): 3 clusters
  Score: Raw -2773749.245414 + Penalty 3278.604878 = -2770470.640536
  nChanged 5
		SP:Iteration 29Q (95149.570000 sec): 3 clusters
  Score: Raw -2773750.338433 + Penalty 3278.604878 = -2770471.733555
  nChanged 6
		SP:Iteration 30Q (95149.860000 sec): 3 clusters
  Score: Raw -2773751.590802 + Penalty 3278.604878 = -2770472.985925
  nChanged 4
		SP:Iteration 31Q (95150.190000 sec): 3 clusters
  Score: Raw -2773752.883384 + Penalty 3278.604878 = -2770474.278506
  nChanged 5
		SP:Iteration 32Q (95150.470000 sec): 3 clusters
  Score: Raw -2773754.204013 + Penalty 3278.604878 = -2770475.599135
  nChanged 5
		SP:Iteration 33Q (95150.770000 sec): 3 clusters
  Score: Raw -2773755.362725 + Penalty 3278.604878 = -2770476.757847
  nChanged 6
		SP:Iteration 34Q (95151.140000 sec): 3 clusters
  Score: Raw -2773756.756330 + Penalty 3278.604878 = -2770478.151453
  nChanged 2
		SP:Iteration 35Q (95151.450000 sec): 3 clusters
  Score: Raw -2773757.205780 + Penalty 3278.604878 = -2770478.600903
  nChanged 3
		SP:Iteration 36Q (95151.850000 sec): 3 clusters
  Score: Raw -2773757.812244 + Penalty 3278.604878 = -2770479.207366
  nChanged 2
		SP:Iteration 37Q (95152.170000 sec): 3 clusters
  Score: Raw -2773758.170775 + Penalty 3278.604878 = -2770479.565898
  nChanged 2
		SP:Iteration 38Q (95152.480000 sec): 3 clusters
  Score: Raw -2773758.665117 + Penalty 3278.604878 = -2770480.060239
  nChanged 5
		SP:Iteration 39Q (95152.770000 sec): 3 clusters
  Score: Raw -2773760.567422 + Penalty 3278.604878 = -2770481.962545
  nChanged 3
		SP:Iteration 40F (95153.060000 sec): 3 clusters
  Score: Raw -2773761.285966 + Penalty 3278.604878 = -2770482.681088
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (18028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95153.260000 sec): 2 clusters
  Score: Raw -1875127.036146 + Penalty 1592.448225 = -1873534.587921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95153.580000 sec): 3 clusters
  Score: Raw -1864448.118092 + Penalty 3184.896450 = -1861263.221642
  nChanged 8052
		SP:Iteration 1F (95153.920000 sec): 3 clusters
  Score: Raw -1869117.804824 + Penalty 3184.896450 = -1865932.908374
  nChanged 1268
		SP:Iteration 2F (95154.240000 sec): 3 clusters
  Score: Raw -1869858.562443 + Penalty 3184.896450 = -1866673.665993
  nChanged 1243
		SP:Iteration 3F (95154.500000 sec): 3 clusters
  Score: Raw -1870650.771618 + Penalty 3184.896450 = -1867465.875168
  nChanged 1212
		SP:Iteration 4F (95154.800000 sec): 3 clusters
  Score: Raw -1871415.949299 + Penalty 3184.896450 = -1868231.052849
  nChanged 1076
		SP:Iteration 5F (95155.100000 sec): 3 clusters
  Score: Raw -1872034.191508 + Penalty 3184.896450 = -1868849.295058
  nChanged 930
		SP:Iteration 6F (95155.370000 sec): 3 clusters
  Score: Raw -1872569.143319 + Penalty 3184.896450 = -1869384.246869
  nChanged 795
		SP:Iteration 7Q (95155.620000 sec): 3 clusters
  Score: Raw -1873027.817412 + Penalty 3184.896450 = -1869842.920962
  nChanged 724
		SP:Iteration 8Q (95155.850000 sec): 3 clusters
  Score: Raw -1873443.270141 + Penalty 3184.896450 = -1870258.373692
  nChanged 641
		SP:Iteration 9Q (95156.140000 sec): 3 clusters
  Score: Raw -1873801.342192 + Penalty 3184.896450 = -1870616.445742
  nChanged 520
		SP:Iteration 10Q (95156.440000 sec): 3 clusters
  Score: Raw -1874081.026558 + Penalty 3184.896450 = -1870896.130109
  nChanged 435
		SP:Iteration 11Q (95156.700000 sec): 3 clusters
  Score: Raw -1874302.270359 + Penalty 3184.896450 = -1871117.373909
  nChanged 344
		SP:Iteration 12Q (95156.980000 sec): 3 clusters
  Score: Raw -1874457.392658 + Penalty 3184.896450 = -1871272.496208
  nChanged 297
		SP:Iteration 13Q (95157.260000 sec): 3 clusters
  Score: Raw -1874595.469178 + Penalty 3184.896450 = -1871410.572728
  nChanged 267
		SP:Iteration 14Q (95157.530000 sec): 3 clusters
  Score: Raw -1874714.552964 + Penalty 3184.896450 = -1871529.656514
  nChanged 237
		SP:Iteration 15Q (95157.820000 sec): 3 clusters
  Score: Raw -1874817.752914 + Penalty 3184.896450 = -1871632.856465
  nChanged 220
		SP:Iteration 16Q (95158.140000 sec): 3 clusters
  Score: Raw -1874917.164294 + Penalty 3184.896450 = -1871732.267845
  nChanged 196
		SP:Iteration 17Q (95158.420000 sec): 3 clusters
  Score: Raw -1875006.182193 + Penalty 3184.896450 = -1871821.285744
  nChanged 220
		SP:Iteration 18Q (95158.640000 sec): 3 clusters
  Score: Raw -1875114.295731 + Penalty 3184.896450 = -1871929.399281
  nChanged 220
		SP:Iteration 19Q (95158.950000 sec): 3 clusters
  Score: Raw -1875222.070586 + Penalty 3184.896450 = -1872037.174136
  nChanged 214
		SP:Iteration 20F (95159.260000 sec): 3 clusters
  Score: Raw -1875324.702640 + Penalty 3184.896450 = -1872139.806190
  nChanged 200
		SP:Iteration 21Q (95159.570000 sec): 3 clusters
  Score: Raw -1875420.644499 + Penalty 3184.896450 = -1872235.748049
  nChanged 176
		SP:Iteration 22Q (95159.800000 sec): 3 clusters
  Score: Raw -1875499.582846 + Penalty 3184.896450 = -1872314.686396
  nChanged 160
		SP:Iteration 23Q (95160.100000 sec): 3 clusters
  Score: Raw -1875564.158616 + Penalty 3184.896450 = -1872379.262166
  nChanged 147
		SP:Iteration 24Q (95160.400000 sec): 3 clusters
  Score: Raw -1875617.792209 + Penalty 3184.896450 = -1872432.895759
  nChanged 111
		SP:Iteration 25Q (95160.730000 sec): 3 clusters
  Score: Raw -1875649.872485 + Penalty 3184.896450 = -1872464.976035
  nChanged 84
		SP:Iteration 26Q (95161.000000 sec): 3 clusters
  Score: Raw -1875673.454709 + Penalty 3184.896450 = -1872488.558259
  nChanged 75
		SP:Iteration 27Q (95161.270000 sec): 3 clusters
  Score: Raw -1875690.288838 + Penalty 3184.896450 = -1872505.392388
  nChanged 71
		SP:Iteration 28Q (95161.540000 sec): 3 clusters
  Score: Raw -1875706.732686 + Penalty 3184.896450 = -1872521.836237
  nChanged 66
		SP:Iteration 29Q (95161.790000 sec): 3 clusters
  Score: Raw -1875723.949363 + Penalty 3184.896450 = -1872539.052914
  nChanged 72
		SP:Iteration 30Q (95162.060000 sec): 3 clusters
  Score: Raw -1875745.711189 + Penalty 3184.896450 = -1872560.814739
  nChanged 78
		SP:Iteration 31Q (95162.320000 sec): 3 clusters
  Score: Raw -1875771.813335 + Penalty 3184.896450 = -1872586.916885
  nChanged 93
		SP:Iteration 32Q (95162.610000 sec): 3 clusters
  Score: Raw -1875803.753901 + Penalty 3184.896450 = -1872618.857451
  nChanged 90
		SP:Iteration 33Q (95162.890000 sec): 3 clusters
  Score: Raw -1875835.628105 + Penalty 3184.896450 = -1872650.731656
  nChanged 87
		SP:Iteration 34Q (95163.140000 sec): 3 clusters
  Score: Raw -1875866.492905 + Penalty 3184.896450 = -1872681.596455
  nChanged 71
		SP:Iteration 35Q (95163.390000 sec): 3 clusters
  Score: Raw -1875887.302405 + Penalty 3184.896450 = -1872702.405955
  nChanged 55
		SP:Iteration 36Q (95163.700000 sec): 3 clusters
  Score: Raw -1875900.619188 + Penalty 3184.896450 = -1872715.722738
  nChanged 47
		SP:Iteration 37Q (95163.970000 sec): 3 clusters
  Score: Raw -1875912.314740 + Penalty 3184.896450 = -1872727.418290
  nChanged 34
		SP:Iteration 38Q (95164.320000 sec): 3 clusters
  Score: Raw -1875918.710230 + Penalty 3184.896450 = -1872733.813781
  nChanged 27
		SP:Iteration 39Q (95164.600000 sec): 3 clusters
  Score: Raw -1875924.031561 + Penalty 3184.896450 = -1872739.135111
  nChanged 26
		SP:Iteration 40F (95164.850000 sec): 3 clusters
  Score: Raw -1875928.875239 + Penalty 3184.896450 = -1872743.978789
  nChanged 23
		SP:Iteration 41Q (95165.080000 sec): 3 clusters
  Score: Raw -1875932.786779 + Penalty 3184.896450 = -1872747.890329
  nChanged 25
		SP:Iteration 42Q (95165.320000 sec): 3 clusters
  Score: Raw -1875938.804872 + Penalty 3184.896450 = -1872753.908422
  nChanged 20
		SP:Iteration 43Q (95165.590000 sec): 3 clusters
  Score: Raw -1875942.380969 + Penalty 3184.896450 = -1872757.484520
  nChanged 15
		SP:Iteration 44Q (95165.880000 sec): 3 clusters
  Score: Raw -1875944.771639 + Penalty 3184.896450 = -1872759.875189
  nChanged 15
		SP:Iteration 45Q (95166.140000 sec): 3 clusters
  Score: Raw -1875946.777726 + Penalty 3184.896450 = -1872761.881276
  nChanged 8
		SP:Iteration 46Q (95166.430000 sec): 3 clusters
  Score: Raw -1875948.084882 + Penalty 3184.896450 = -1872763.188432
  nChanged 10
		SP:Iteration 47Q (95166.750000 sec): 3 clusters
  Score: Raw -1875949.341196 + Penalty 3184.896450 = -1872764.444746
  nChanged 7
		SP:Iteration 48Q (95167.050000 sec): 3 clusters
  Score: Raw -1875950.308951 + Penalty 3184.896450 = -1872765.412502
  nChanged 8
		SP:Iteration 49Q (95167.320000 sec): 3 clusters
  Score: Raw -1875951.344311 + Penalty 3184.896450 = -1872766.447862
  nChanged 7
		SP:Iteration 50Q (95167.610000 sec): 3 clusters
  Score: Raw -1875952.266468 + Penalty 3184.896450 = -1872767.370018
  nChanged 9
		SP:Iteration 51Q (95167.900000 sec): 3 clusters
  Score: Raw -1875953.347897 + Penalty 3184.896450 = -1872768.451447
  nChanged 8
		SP:Iteration 52Q (95168.210000 sec): 3 clusters
  Score: Raw -1875955.010657 + Penalty 3184.896450 = -1872770.114207
  nChanged 10
		SP:Iteration 53Q (95168.460000 sec): 3 clusters
  Score: Raw -1875956.909099 + Penalty 3184.896450 = -1872772.012649
  nChanged 10
		SP:Iteration 54Q (95168.810000 sec): 3 clusters
  Score: Raw -1875959.232225 + Penalty 3184.896450 = -1872774.335775
  nChanged 14
		SP:Iteration 55Q (95169.070000 sec): 3 clusters
  Score: Raw -1875962.156849 + Penalty 3184.896450 = -1872777.260400
  nChanged 20
		SP:Iteration 56Q (95169.430000 sec): 3 clusters
  Score: Raw -1875966.838386 + Penalty 3184.896450 = -1872781.941937
  nChanged 21
		SP:Iteration 57Q (95169.670000 sec): 3 clusters
  Score: Raw -1875970.945558 + Penalty 3184.896450 = -1872786.049109
  nChanged 16
		SP:Iteration 58Q (95169.920000 sec): 3 clusters
  Score: Raw -1875975.084835 + Penalty 3184.896450 = -1872790.188386
  nChanged 16
		SP:Iteration 59Q (95170.180000 sec): 3 clusters
  Score: Raw -1875979.526230 + Penalty 3184.896450 = -1872794.629780
  nChanged 22
		SP:Iteration 60F (95170.530000 sec): 3 clusters
  Score: Raw -1875985.217455 + Penalty 3184.896450 = -1872800.321006
  nChanged 14
		SP:Iteration 61Q (95170.820000 sec): 3 clusters
  Score: Raw -1875988.590088 + Penalty 3184.896450 = -1872803.693638
  nChanged 13
		SP:Iteration 62Q (95171.080000 sec): 3 clusters
  Score: Raw -1875990.527514 + Penalty 3184.896450 = -1872805.631065
  nChanged 8
		SP:Iteration 63Q (95171.390000 sec): 3 clusters
  Score: Raw -1875991.735190 + Penalty 3184.896450 = -1872806.838740
  nChanged 6
		SP:Iteration 64Q (95171.630000 sec): 3 clusters
  Score: Raw -1875992.343936 + Penalty 3184.896450 = -1872807.447487
  nChanged 4
		SP:Iteration 65Q (95171.920000 sec): 3 clusters
  Score: Raw -1875992.991419 + Penalty 3184.896450 = -1872808.094969
  nChanged 3
		SP:Iteration 66Q (95172.120000 sec): 3 clusters
  Score: Raw -1875993.363795 + Penalty 3184.896450 = -1872808.467345
  nChanged 5
		SP:Iteration 67Q (95172.360000 sec): 3 clusters
  Score: Raw -1875993.949117 + Penalty 3184.896450 = -1872809.052667
  nChanged 3
		SP:Iteration 68Q (95172.620000 sec): 3 clusters
  Score: Raw -1875994.193029 + Penalty 3184.896450 = -1872809.296579
  nChanged 1
		SP:Iteration 69Q (95172.890000 sec): 3 clusters
  Score: Raw -1875994.264033 + Penalty 3184.896450 = -1872809.367583
  nChanged 2
		SP:Iteration 70Q (95173.120000 sec): 3 clusters
  Score: Raw -1875994.512861 + Penalty 3184.896450 = -1872809.616411
  nChanged 2
		SP:Iteration 71Q (95173.400000 sec): 3 clusters
  Score: Raw -1875994.969625 + Penalty 3184.896450 = -1872810.073175
  nChanged 4
		SP:Iteration 72Q (95173.660000 sec): 3 clusters
  Score: Raw -1875995.860434 + Penalty 3184.896450 = -1872810.963984
  nChanged 2
		SP:Iteration 73Q (95173.930000 sec): 3 clusters
  Score: Raw -1875996.041432 + Penalty 3184.896450 = -1872811.144982
  nChanged 2
		SP:Iteration 74Q (95174.180000 sec): 3 clusters
  Score: Raw -1875996.549777 + Penalty 3184.896450 = -1872811.653327
  nChanged 5
		SP:Iteration 75Q (95174.460000 sec): 3 clusters
  Score: Raw -1875997.447578 + Penalty 3184.896450 = -1872812.551128
  nChanged 4
		SP:Iteration 76Q (95174.730000 sec): 3 clusters
  Score: Raw -1875998.270219 + Penalty 3184.896450 = -1872813.373769
  nChanged 7
		SP:Iteration 77Q (95175.050000 sec): 3 clusters
  Score: Raw -1875999.271627 + Penalty 3184.896450 = -1872814.375177
  nChanged 7
		SP:Iteration 78Q (95175.320000 sec): 3 clusters
  Score: Raw -1876000.331664 + Penalty 3184.896450 = -1872815.435215
  nChanged 5
		SP:Iteration 79Q (95175.600000 sec): 3 clusters
  Score: Raw -1876001.042623 + Penalty 3184.896450 = -1872816.146173
  nChanged 9
		SP:Iteration 80F (95175.880000 sec): 3 clusters
  Score: Raw -1876002.715181 + Penalty 3184.896450 = -1872817.818732
  nChanged 7
		SP:Iteration 81Q (95176.130000 sec): 3 clusters
  Score: Raw -1876004.079947 + Penalty 3184.896450 = -1872819.183497
  nChanged 9
		SP:Iteration 82Q (95176.380000 sec): 3 clusters
  Score: Raw -1876006.175991 + Penalty 3184.896450 = -1872821.279541
  nChanged 6
		SP:Iteration 83Q (95176.620000 sec): 3 clusters
  Score: Raw -1876007.009239 + Penalty 3184.896450 = -1872822.112789
  nChanged 2
		SP:Iteration 84Q (95176.880000 sec): 3 clusters
  Score: Raw -1876007.252302 + Penalty 3184.896450 = -1872822.355853
  nChanged 3
		SP:Iteration 85Q (95177.170000 sec): 3 clusters
  Score: Raw -1876007.704454 + Penalty 3184.896450 = -1872822.808004
  nChanged 0
		SP:Iteration 86F (95177.460000 sec): 3 clusters
  Score: Raw -1876007.704454 + Penalty 3184.896450 = -1872822.808004
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (14822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95177.620000 sec): 2 clusters
  Score: Raw -1663776.733384 + Penalty 1560.628524 = -1662216.104859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95177.870000 sec): 3 clusters
  Score: Raw -1655060.425256 + Penalty 3121.257049 = -1651939.168208
  nChanged 6568
		SP:Iteration 1F (95178.130000 sec): 3 clusters
  Score: Raw -1658763.019377 + Penalty 3121.257049 = -1655641.762329
  nChanged 812
		SP:Iteration 2F (95178.380000 sec): 3 clusters
  Score: Raw -1659088.897554 + Penalty 3121.257049 = -1655967.640505
  nChanged 696
		SP:Iteration 3Q (95178.640000 sec): 3 clusters
  Score: Raw -1659350.992580 + Penalty 3121.257049 = -1656229.735531
  nChanged 615
		SP:Iteration 4Q (95178.950000 sec): 3 clusters
  Score: Raw -1659568.967338 + Penalty 3121.257049 = -1656447.710289
  nChanged 529
		SP:Iteration 5Q (95179.240000 sec): 3 clusters
  Score: Raw -1659747.163608 + Penalty 3121.257049 = -1656625.906559
  nChanged 492
		SP:Iteration 6Q (95179.530000 sec): 3 clusters
  Score: Raw -1659912.912401 + Penalty 3121.257049 = -1656791.655353
  nChanged 455
		SP:Iteration 7Q (95179.790000 sec): 3 clusters
  Score: Raw -1660087.964617 + Penalty 3121.257049 = -1656966.707569
  nChanged 503
		SP:Iteration 8Q (95180.090000 sec): 3 clusters
  Score: Raw -1660330.829291 + Penalty 3121.257049 = -1657209.572242
  nChanged 595
		SP:Iteration 9Q (95180.370000 sec): 3 clusters
  Score: Raw -1660656.137211 + Penalty 3121.257049 = -1657534.880162
  nChanged 577
		SP:Iteration 10Q (95180.650000 sec): 3 clusters
  Score: Raw -1660999.311501 + Penalty 3121.257049 = -1657878.054452
  nChanged 577
		SP:Iteration 11Q (95180.950000 sec): 3 clusters
  Score: Raw -1661317.680813 + Penalty 3121.257049 = -1658196.423764
  nChanged 509
		SP:Iteration 12Q (95181.240000 sec): 3 clusters
  Score: Raw -1661585.387109 + Penalty 3121.257049 = -1658464.130060
  nChanged 452
		SP:Iteration 13Q (95181.530000 sec): 3 clusters
  Score: Raw -1661822.387545 + Penalty 3121.257049 = -1658701.130496
  nChanged 405
		SP:Iteration 14Q (95181.780000 sec): 3 clusters
  Score: Raw -1661970.749965 + Penalty 3121.257049 = -1658849.492916
  nChanged 279
		SP:Iteration 15Q (95182.060000 sec): 3 clusters
  Score: Raw -1662051.388799 + Penalty 3121.257049 = -1658930.131751
  nChanged 217
		SP:Iteration 16Q (95182.320000 sec): 3 clusters
  Score: Raw -1662111.418098 + Penalty 3121.257049 = -1658990.161049
  nChanged 165
		SP:Iteration 17Q (95182.590000 sec): 3 clusters
  Score: Raw -1662158.559195 + Penalty 3121.257049 = -1659037.302146
  nChanged 174
		SP:Iteration 18Q (95182.850000 sec): 3 clusters
  Score: Raw -1662210.349364 + Penalty 3121.257049 = -1659089.092315
  nChanged 162
		SP:Iteration 19Q (95183.100000 sec): 3 clusters
  Score: Raw -1662254.844312 + Penalty 3121.257049 = -1659133.587264
  nChanged 149
		SP:Iteration 20F (95183.310000 sec): 3 clusters
  Score: Raw -1662296.628448 + Penalty 3121.257049 = -1659175.371400
  nChanged 168
		SP:Iteration 21Q (95183.670000 sec): 3 clusters
  Score: Raw -1662351.315155 + Penalty 3121.257049 = -1659230.058107
  nChanged 184
		SP:Iteration 22Q (95183.940000 sec): 3 clusters
  Score: Raw -1662412.756473 + Penalty 3121.257049 = -1659291.499424
  nChanged 164
		SP:Iteration 23Q (95184.280000 sec): 3 clusters
  Score: Raw -1662468.039971 + Penalty 3121.257049 = -1659346.782922
  nChanged 177
		SP:Iteration 24Q (95184.610000 sec): 3 clusters
  Score: Raw -1662525.158391 + Penalty 3121.257049 = -1659403.901342
  nChanged 174
		SP:Iteration 25Q (95184.890000 sec): 3 clusters
  Score: Raw -1662580.627645 + Penalty 3121.257049 = -1659459.370596
  nChanged 181
		SP:Iteration 26Q (95185.170000 sec): 3 clusters
  Score: Raw -1662637.015609 + Penalty 3121.257049 = -1659515.758560
  nChanged 201
		SP:Iteration 27Q (95185.430000 sec): 3 clusters
  Score: Raw -1662714.882941 + Penalty 3121.257049 = -1659593.625892
  nChanged 198
		SP:Iteration 28Q (95185.760000 sec): 3 clusters
  Score: Raw -1662789.978911 + Penalty 3121.257049 = -1659668.721862
  nChanged 184
		SP:Iteration 29Q (95186.000000 sec): 3 clusters
  Score: Raw -1662866.361607 + Penalty 3121.257049 = -1659745.104559
  nChanged 183
		SP:Iteration 30Q (95186.230000 sec): 3 clusters
  Score: Raw -1662939.039978 + Penalty 3121.257049 = -1659817.782929
  nChanged 179
		SP:Iteration 31Q (95186.570000 sec): 3 clusters
  Score: Raw -1663013.301128 + Penalty 3121.257049 = -1659892.044079
  nChanged 172
		SP:Iteration 32Q (95186.800000 sec): 3 clusters
  Score: Raw -1663090.025840 + Penalty 3121.257049 = -1659968.768791
  nChanged 157
		SP:Iteration 33Q (95187.040000 sec): 3 clusters
  Score: Raw -1663151.561796 + Penalty 3121.257049 = -1660030.304747
  nChanged 159
		SP:Iteration 34Q (95187.330000 sec): 3 clusters
  Score: Raw -1663223.324833 + Penalty 3121.257049 = -1660102.067784
  nChanged 152
		SP:Iteration 35Q (95187.640000 sec): 3 clusters
  Score: Raw -1663286.934246 + Penalty 3121.257049 = -1660165.677197
  nChanged 144
		SP:Iteration 36Q (95187.940000 sec): 3 clusters
  Score: Raw -1663349.318824 + Penalty 3121.257049 = -1660228.061776
  nChanged 143
		SP:Iteration 37Q (95188.210000 sec): 3 clusters
  Score: Raw -1663411.839198 + Penalty 3121.257049 = -1660290.582149
  nChanged 139
		SP:Iteration 38Q (95188.490000 sec): 3 clusters
  Score: Raw -1663474.927240 + Penalty 3121.257049 = -1660353.670191
  nChanged 124
		SP:Iteration 39Q (95188.780000 sec): 3 clusters
  Score: Raw -1663527.605040 + Penalty 3121.257049 = -1660406.347992
  nChanged 133
		SP:Iteration 40F (95189.040000 sec): 3 clusters
  Score: Raw -1663588.949231 + Penalty 3121.257049 = -1660467.692182
  nChanged 132
		SP:Iteration 41Q (95189.320000 sec): 3 clusters
  Score: Raw -1663661.061800 + Penalty 3121.257049 = -1660539.804751
  nChanged 130
		SP:Iteration 42Q (95189.610000 sec): 3 clusters
  Score: Raw -1663727.983468 + Penalty 3121.257049 = -1660606.726419
  nChanged 105
		SP:Iteration 43Q (95189.860000 sec): 3 clusters
  Score: Raw -1663783.462983 + Penalty 3121.257049 = -1660662.205934
  nChanged 90
		SP:Iteration 44Q (95190.110000 sec): 3 clusters
  Score: Raw -1663830.561429 + Penalty 3121.257049 = -1660709.304380
  nChanged 79
		SP:Iteration 45Q (95190.410000 sec): 3 clusters
  Score: Raw -1663876.697803 + Penalty 3121.257049 = -1660755.440754
  nChanged 69
		SP:Iteration 46Q (95190.640000 sec): 3 clusters
  Score: Raw -1663914.507946 + Penalty 3121.257049 = -1660793.250897
  nChanged 65
		SP:Iteration 47Q (95190.930000 sec): 3 clusters
  Score: Raw -1663952.384479 + Penalty 3121.257049 = -1660831.127431
  nChanged 57
		SP:Iteration 48Q (95191.180000 sec): 3 clusters
  Score: Raw -1663985.869722 + Penalty 3121.257049 = -1660864.612673
  nChanged 47
		SP:Iteration 49Q (95191.450000 sec): 3 clusters
  Score: Raw -1664012.698858 + Penalty 3121.257049 = -1660891.441809
  nChanged 41
		SP:Iteration 50Q (95191.740000 sec): 3 clusters
  Score: Raw -1664040.070591 + Penalty 3121.257049 = -1660918.813542
  nChanged 34
		SP:Iteration 51Q (95192.040000 sec): 3 clusters
  Score: Raw -1664063.047049 + Penalty 3121.257049 = -1660941.790000
  nChanged 30
		SP:Iteration 52Q (95192.260000 sec): 3 clusters
  Score: Raw -1664084.040686 + Penalty 3121.257049 = -1660962.783638
  nChanged 25
		SP:Iteration 53Q (95192.570000 sec): 3 clusters
  Score: Raw -1664102.302111 + Penalty 3121.257049 = -1660981.045063
  nChanged 30
		SP:Iteration 54Q (95192.800000 sec): 3 clusters
  Score: Raw -1664117.954265 + Penalty 3121.257049 = -1660996.697216
  nChanged 12
		SP:Iteration 55Q (95193.090000 sec): 3 clusters
  Score: Raw -1664123.766384 + Penalty 3121.257049 = -1661002.509336
  nChanged 10
		SP:Iteration 56Q (95193.380000 sec): 3 clusters
  Score: Raw -1664128.170110 + Penalty 3121.257049 = -1661006.913061
  nChanged 11
		SP:Iteration 57Q (95193.620000 sec): 3 clusters
  Score: Raw -1664133.486746 + Penalty 3121.257049 = -1661012.229697
  nChanged 12
		SP:Iteration 58Q (95193.880000 sec): 3 clusters
  Score: Raw -1664137.325747 + Penalty 3121.257049 = -1661016.068698
  nChanged 4
		SP:Iteration 59Q (95194.200000 sec): 3 clusters
  Score: Raw -1664138.129367 + Penalty 3121.257049 = -1661016.872318
  nChanged 5
		SP:Iteration 60F (95194.570000 sec): 3 clusters
  Score: Raw -1664139.731589 + Penalty 3121.257049 = -1661018.474540
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95194.830000 sec): 2 clusters
  Score: Raw -4032278.847348 + Penalty 1691.272736 = -4030587.574612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95195.170000 sec): 3 clusters
  Score: Raw -4011866.774024 + Penalty 3382.545472 = -4008484.228553
  nChanged 15180
		SP:Iteration 1F (95195.520000 sec): 3 clusters
  Score: Raw -4020792.955441 + Penalty 3382.545472 = -4017410.409969
  nChanged 1806
		SP:Iteration 2F (95195.860000 sec): 3 clusters
  Score: Raw -4021779.742744 + Penalty 3382.545472 = -4018397.197273
  nChanged 1999
		SP:Iteration 3F (95196.230000 sec): 3 clusters
  Score: Raw -4022908.462779 + Penalty 3382.545472 = -4019525.917307
  nChanged 1999
		SP:Iteration 4F (95196.590000 sec): 3 clusters
  Score: Raw -4024038.878891 + Penalty 3382.545472 = -4020656.333419
  nChanged 2062
		SP:Iteration 5F (95196.940000 sec): 3 clusters
  Score: Raw -4025285.707176 + Penalty 3382.545472 = -4021903.161704
  nChanged 2093
		SP:Iteration 6F (95197.410000 sec): 3 clusters
  Score: Raw -4026740.602448 + Penalty 3382.545472 = -4023358.056976
  nChanged 2030
		SP:Iteration 7F (95197.850000 sec): 3 clusters
  Score: Raw -4028267.758550 + Penalty 3382.545472 = -4024885.213079
  nChanged 1768
		SP:Iteration 8F (95198.230000 sec): 3 clusters
  Score: Raw -4029608.092331 + Penalty 3382.545472 = -4026225.546859
  nChanged 1335
		SP:Iteration 9Q (95198.620000 sec): 3 clusters
  Score: Raw -4030469.901833 + Penalty 3382.545472 = -4027087.356362
  nChanged 1000
		SP:Iteration 10Q (95198.950000 sec): 3 clusters
  Score: Raw -4030983.842335 + Penalty 3382.545472 = -4027601.296863
  nChanged 777
		SP:Iteration 11Q (95199.390000 sec): 3 clusters
  Score: Raw -4031387.686487 + Penalty 3382.545472 = -4028005.141016
  nChanged 662
		SP:Iteration 12Q (95199.870000 sec): 3 clusters
  Score: Raw -4031695.256538 + Penalty 3382.545472 = -4028312.711066
  nChanged 546
		SP:Iteration 13Q (95200.230000 sec): 3 clusters
  Score: Raw -4031936.576717 + Penalty 3382.545472 = -4028554.031246
  nChanged 484
		SP:Iteration 14Q (95200.580000 sec): 3 clusters
  Score: Raw -4032141.114941 + Penalty 3382.545472 = -4028758.569469
  nChanged 395
		SP:Iteration 15Q (95200.940000 sec): 3 clusters
  Score: Raw -4032279.185435 + Penalty 3382.545472 = -4028896.639964
  nChanged 334
		SP:Iteration 16Q (95201.230000 sec): 3 clusters
  Score: Raw -4032369.170292 + Penalty 3382.545472 = -4028986.624821
  nChanged 238
		SP:Iteration 17Q (95201.580000 sec): 3 clusters
  Score: Raw -4032421.343984 + Penalty 3382.545472 = -4029038.798513
  nChanged 198
		SP:Iteration 18Q (95201.950000 sec): 3 clusters
  Score: Raw -4032462.640395 + Penalty 3382.545472 = -4029080.094923
  nChanged 152
		SP:Iteration 19Q (95202.310000 sec): 3 clusters
  Score: Raw -4032488.290255 + Penalty 3382.545472 = -4029105.744783
  nChanged 121
		SP:Iteration 20F (95202.630000 sec): 3 clusters
  Score: Raw -4032505.008639 + Penalty 3382.545472 = -4029122.463168
  nChanged 103
		SP:Iteration 21Q (95203.020000 sec): 3 clusters
  Score: Raw -4032519.507130 + Penalty 3382.545472 = -4029136.961659
  nChanged 98
		SP:Iteration 22Q (95203.430000 sec): 3 clusters
  Score: Raw -4032530.641796 + Penalty 3382.545472 = -4029148.096325
  nChanged 87
		SP:Iteration 23Q (95203.770000 sec): 3 clusters
  Score: Raw -4032538.644726 + Penalty 3382.545472 = -4029156.099255
  nChanged 68
		SP:Iteration 24Q (95204.100000 sec): 3 clusters
  Score: Raw -4032544.876577 + Penalty 3382.545472 = -4029162.331105
  nChanged 64
		SP:Iteration 25Q (95204.440000 sec): 3 clusters
  Score: Raw -4032549.696396 + Penalty 3382.545472 = -4029167.150924
  nChanged 56
		SP:Iteration 26Q (95204.780000 sec): 3 clusters
  Score: Raw -4032553.966567 + Penalty 3382.545472 = -4029171.421095
  nChanged 56
		SP:Iteration 27Q (95205.160000 sec): 3 clusters
  Score: Raw -4032559.214843 + Penalty 3382.545472 = -4029176.669371
  nChanged 49
		SP:Iteration 28Q (95205.540000 sec): 3 clusters
  Score: Raw -4032562.745321 + Penalty 3382.545472 = -4029180.199849
  nChanged 28
		SP:Iteration 29Q (95205.930000 sec): 3 clusters
  Score: Raw -4032564.410061 + Penalty 3382.545472 = -4029181.864589
  nChanged 25
		SP:Iteration 30Q (95206.280000 sec): 3 clusters
  Score: Raw -4032565.644883 + Penalty 3382.545472 = -4029183.099411
  nChanged 22
		SP:Iteration 31Q (95206.700000 sec): 3 clusters
  Score: Raw -4032566.833911 + Penalty 3382.545472 = -4029184.288439
  nChanged 22
		SP:Iteration 32Q (95207.070000 sec): 3 clusters
  Score: Raw -4032568.040073 + Penalty 3382.545472 = -4029185.494602
  nChanged 19
		SP:Iteration 33Q (95207.500000 sec): 3 clusters
  Score: Raw -4032568.894649 + Penalty 3382.545472 = -4029186.349178
  nChanged 16
		SP:Iteration 34Q (95207.850000 sec): 3 clusters
  Score: Raw -4032569.783479 + Penalty 3382.545472 = -4029187.238007
  nChanged 14
		SP:Iteration 35Q (95208.250000 sec): 3 clusters
  Score: Raw -4032570.413364 + Penalty 3382.545472 = -4029187.867892
  nChanged 12
		SP:Iteration 36Q (95208.670000 sec): 3 clusters
  Score: Raw -4032571.091944 + Penalty 3382.545472 = -4029188.546472
  nChanged 12
		SP:Iteration 37Q (95209.050000 sec): 3 clusters
  Score: Raw -4032571.758334 + Penalty 3382.545472 = -4029189.212862
  nChanged 18
		SP:Iteration 38Q (95209.480000 sec): 3 clusters
  Score: Raw -4032572.807190 + Penalty 3382.545472 = -4029190.261719
  nChanged 20
		SP:Iteration 39Q (95209.870000 sec): 3 clusters
  Score: Raw -4032574.247041 + Penalty 3382.545472 = -4029191.701569
  nChanged 22
		SP:Iteration 40F (95210.280000 sec): 3 clusters
  Score: Raw -4032575.592827 + Penalty 3382.545472 = -4029193.047355
  nChanged 21
		SP:Iteration 41Q (95210.620000 sec): 3 clusters
  Score: Raw -4032576.656951 + Penalty 3382.545472 = -4029194.111480
  nChanged 18
		SP:Iteration 42Q (95211.020000 sec): 3 clusters
  Score: Raw -4032577.638892 + Penalty 3382.545472 = -4029195.093421
  nChanged 18
		SP:Iteration 43Q (95211.320000 sec): 3 clusters
  Score: Raw -4032578.647653 + Penalty 3382.545472 = -4029196.102182
  nChanged 22
		SP:Iteration 44Q (95211.640000 sec): 3 clusters
  Score: Raw -4032579.719339 + Penalty 3382.545472 = -4029197.173867
  nChanged 19
		SP:Iteration 45Q (95212.060000 sec): 3 clusters
  Score: Raw -4032580.719056 + Penalty 3382.545472 = -4029198.173585
  nChanged 19
		SP:Iteration 46Q (95212.450000 sec): 3 clusters
  Score: Raw -4032581.480088 + Penalty 3382.545472 = -4029198.934616
  nChanged 10
		SP:Iteration 47Q (95212.800000 sec): 3 clusters
  Score: Raw -4032581.880144 + Penalty 3382.545472 = -4029199.334672
  nChanged 7
		SP:Iteration 48Q (95213.180000 sec): 3 clusters
  Score: Raw -4032582.171296 + Penalty 3382.545472 = -4029199.625824
  nChanged 10
		SP:Iteration 49Q (95213.610000 sec): 3 clusters
  Score: Raw -4032582.616027 + Penalty 3382.545472 = -4029200.070556
  nChanged 13
		SP:Iteration 50Q (95213.940000 sec): 3 clusters
  Score: Raw -4032583.303286 + Penalty 3382.545472 = -4029200.757815
  nChanged 11
		SP:Iteration 51Q (95214.290000 sec): 3 clusters
  Score: Raw -4032583.873864 + Penalty 3382.545472 = -4029201.328393
  nChanged 13
		SP:Iteration 52Q (95214.610000 sec): 3 clusters
  Score: Raw -4032584.464231 + Penalty 3382.545472 = -4029201.918759
  nChanged 12
		SP:Iteration 53Q (95214.970000 sec): 3 clusters
  Score: Raw -4032585.075207 + Penalty 3382.545472 = -4029202.529735
  nChanged 11
		SP:Iteration 54Q (95215.330000 sec): 3 clusters
  Score: Raw -4032585.610390 + Penalty 3382.545472 = -4029203.064918
  nChanged 11
		SP:Iteration 55Q (95215.650000 sec): 3 clusters
  Score: Raw -4032586.074333 + Penalty 3382.545472 = -4029203.528861
  nChanged 10
		SP:Iteration 56Q (95215.970000 sec): 3 clusters
  Score: Raw -4032586.553580 + Penalty 3382.545472 = -4029204.008108
  nChanged 14
		SP:Iteration 57Q (95216.310000 sec): 3 clusters
  Score: Raw -4032587.164766 + Penalty 3382.545472 = -4029204.619295
  nChanged 12
		SP:Iteration 58Q (95216.710000 sec): 3 clusters
  Score: Raw -4032587.584043 + Penalty 3382.545472 = -4029205.038571
  nChanged 6
		SP:Iteration 59Q (95217.080000 sec): 3 clusters
  Score: Raw -4032587.808022 + Penalty 3382.545472 = -4029205.262550
  nChanged 4
		SP:Iteration 60F (95217.500000 sec): 3 clusters
  Score: Raw -4032588.060530 + Penalty 3382.545472 = -4029205.515058
  nChanged 7
		SP:Iteration 61Q (95217.860000 sec): 3 clusters
  Score: Raw -4032588.313958 + Penalty 3382.545472 = -4029205.768487
  nChanged 6
		SP:Iteration 62Q (95218.210000 sec): 3 clusters
  Score: Raw -4032588.487891 + Penalty 3382.545472 = -4029205.942420
  nChanged 3
		SP:Iteration 63Q (95218.570000 sec): 3 clusters
  Score: Raw -4032588.560015 + Penalty 3382.545472 = -4029206.014543
  nChanged 2
		SP:Iteration 64Q (95218.970000 sec): 3 clusters
  Score: Raw -4032588.620563 + Penalty 3382.545472 = -4029206.075091
  nChanged 0
		SP:Iteration 65F (95219.310000 sec): 3 clusters
  Score: Raw -4032588.620563 + Penalty 3382.545472 = -4029206.075091
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95219.530000 sec): 2 clusters
  Score: Raw -1822118.612047 + Penalty 1580.354362 = -1820538.257685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95219.840000 sec): 3 clusters
  Score: Raw -1812213.548783 + Penalty 3160.708724 = -1809052.840058
  nChanged 7435
		SP:Iteration 1F (95220.170000 sec): 3 clusters
  Score: Raw -1816346.248601 + Penalty 3160.708724 = -1813185.539877
  nChanged 934
		SP:Iteration 2F (95220.470000 sec): 3 clusters
  Score: Raw -1816791.593599 + Penalty 3160.708724 = -1813630.884875
  nChanged 912
		SP:Iteration 3F (95220.710000 sec): 3 clusters
  Score: Raw -1817258.077157 + Penalty 3160.708724 = -1814097.368433
  nChanged 949
		SP:Iteration 4F (95221.050000 sec): 3 clusters
  Score: Raw -1817808.765100 + Penalty 3160.708724 = -1814648.056375
  nChanged 991
		SP:Iteration 5F (95221.330000 sec): 3 clusters
  Score: Raw -1818388.444461 + Penalty 3160.708724 = -1815227.735737
  nChanged 978
		SP:Iteration 6F (95221.590000 sec): 3 clusters
  Score: Raw -1818959.062502 + Penalty 3160.708724 = -1815798.353778
  nChanged 876
		SP:Iteration 7F (95221.830000 sec): 3 clusters
  Score: Raw -1819459.032157 + Penalty 3160.708724 = -1816298.323433
  nChanged 777
		SP:Iteration 8Q (95222.100000 sec): 3 clusters
  Score: Raw -1819857.253484 + Penalty 3160.708724 = -1816696.544759
  nChanged 629
		SP:Iteration 9Q (95222.400000 sec): 3 clusters
  Score: Raw -1820111.718896 + Penalty 3160.708724 = -1816951.010171
  nChanged 467
		SP:Iteration 10Q (95222.710000 sec): 3 clusters
  Score: Raw -1820265.961987 + Penalty 3160.708724 = -1817105.253263
  nChanged 344
		SP:Iteration 11Q (95222.980000 sec): 3 clusters
  Score: Raw -1820370.156825 + Penalty 3160.708724 = -1817209.448100
  nChanged 293
		SP:Iteration 12Q (95223.230000 sec): 3 clusters
  Score: Raw -1820452.159451 + Penalty 3160.708724 = -1817291.450727
  nChanged 243
		SP:Iteration 13Q (95223.530000 sec): 3 clusters
  Score: Raw -1820516.177489 + Penalty 3160.708724 = -1817355.468765
  nChanged 214
		SP:Iteration 14Q (95223.820000 sec): 3 clusters
  Score: Raw -1820567.048003 + Penalty 3160.708724 = -1817406.339278
  nChanged 180
		SP:Iteration 15Q (95224.180000 sec): 3 clusters
  Score: Raw -1820607.479108 + Penalty 3160.708724 = -1817446.770383
  nChanged 154
		SP:Iteration 16Q (95224.460000 sec): 3 clusters
  Score: Raw -1820642.039560 + Penalty 3160.708724 = -1817481.330835
  nChanged 167
		SP:Iteration 17Q (95224.750000 sec): 3 clusters
  Score: Raw -1820683.172367 + Penalty 3160.708724 = -1817522.463642
  nChanged 177
		SP:Iteration 18Q (95225.070000 sec): 3 clusters
  Score: Raw -1820725.253156 + Penalty 3160.708724 = -1817564.544432
  nChanged 164
		SP:Iteration 19Q (95225.370000 sec): 3 clusters
  Score: Raw -1820759.461843 + Penalty 3160.708724 = -1817598.753119
  nChanged 162
		SP:Iteration 20F (95225.720000 sec): 3 clusters
  Score: Raw -1820803.915799 + Penalty 3160.708724 = -1817643.207075
  nChanged 173
		SP:Iteration 21Q (95225.980000 sec): 3 clusters
  Score: Raw -1820859.237052 + Penalty 3160.708724 = -1817698.528328
  nChanged 186
		SP:Iteration 22Q (95226.250000 sec): 3 clusters
  Score: Raw -1820919.747054 + Penalty 3160.708724 = -1817759.038330
  nChanged 175
		SP:Iteration 23Q (95226.550000 sec): 3 clusters
  Score: Raw -1820976.305975 + Penalty 3160.708724 = -1817815.597251
  nChanged 188
		SP:Iteration 24Q (95226.840000 sec): 3 clusters
  Score: Raw -1821033.223810 + Penalty 3160.708724 = -1817872.515085
  nChanged 196
		SP:Iteration 25Q (95227.170000 sec): 3 clusters
  Score: Raw -1821095.543635 + Penalty 3160.708724 = -1817934.834911
  nChanged 205
		SP:Iteration 26Q (95227.470000 sec): 3 clusters
  Score: Raw -1821167.509741 + Penalty 3160.708724 = -1818006.801017
  nChanged 232
		SP:Iteration 27Q (95227.730000 sec): 3 clusters
  Score: Raw -1821245.545637 + Penalty 3160.708724 = -1818084.836913
  nChanged 208
		SP:Iteration 28Q (95228.040000 sec): 3 clusters
  Score: Raw -1821312.350307 + Penalty 3160.708724 = -1818151.641582
  nChanged 208
		SP:Iteration 29Q (95228.260000 sec): 3 clusters
  Score: Raw -1821378.815288 + Penalty 3160.708724 = -1818218.106564
  nChanged 206
		SP:Iteration 30Q (95228.560000 sec): 3 clusters
  Score: Raw -1821442.692540 + Penalty 3160.708724 = -1818281.983816
  nChanged 187
		SP:Iteration 31Q (95228.880000 sec): 3 clusters
  Score: Raw -1821496.946261 + Penalty 3160.708724 = -1818336.237537
  nChanged 160
		SP:Iteration 32Q (95229.090000 sec): 3 clusters
  Score: Raw -1821544.757073 + Penalty 3160.708724 = -1818384.048348
  nChanged 172
		SP:Iteration 33Q (95229.370000 sec): 3 clusters
  Score: Raw -1821602.837570 + Penalty 3160.708724 = -1818442.128845
  nChanged 170
		SP:Iteration 34Q (95229.740000 sec): 3 clusters
  Score: Raw -1821655.087049 + Penalty 3160.708724 = -1818494.378325
  nChanged 163
		SP:Iteration 35Q (95230.040000 sec): 3 clusters
  Score: Raw -1821706.836002 + Penalty 3160.708724 = -1818546.127277
  nChanged 175
		SP:Iteration 36Q (95230.400000 sec): 3 clusters
  Score: Raw -1821766.595836 + Penalty 3160.708724 = -1818605.887111
  nChanged 174
		SP:Iteration 37Q (95230.630000 sec): 3 clusters
  Score: Raw -1821827.226989 + Penalty 3160.708724 = -1818666.518264
  nChanged 166
		SP:Iteration 38Q (95230.930000 sec): 3 clusters
  Score: Raw -1821883.364851 + Penalty 3160.708724 = -1818722.656127
  nChanged 153
		SP:Iteration 39Q (95231.210000 sec): 3 clusters
  Score: Raw -1821938.710476 + Penalty 3160.708724 = -1818778.001752
  nChanged 158
		SP:Iteration 40F (95231.520000 sec): 3 clusters
  Score: Raw -1822000.101422 + Penalty 3160.708724 = -1818839.392698
  nChanged 147
		SP:Iteration 41Q (95231.880000 sec): 3 clusters
  Score: Raw -1822054.372690 + Penalty 3160.708724 = -1818893.663966
  nChanged 128
		SP:Iteration 42Q (95232.230000 sec): 3 clusters
  Score: Raw -1822100.580995 + Penalty 3160.708724 = -1818939.872271
  nChanged 124
		SP:Iteration 43Q (95232.550000 sec): 3 clusters
  Score: Raw -1822145.558285 + Penalty 3160.708724 = -1818984.849561
  nChanged 116
		SP:Iteration 44Q (95232.810000 sec): 3 clusters
  Score: Raw -1822189.299218 + Penalty 3160.708724 = -1819028.590494
  nChanged 113
		SP:Iteration 45Q (95233.120000 sec): 3 clusters
  Score: Raw -1822228.354531 + Penalty 3160.708724 = -1819067.645807
  nChanged 91
		SP:Iteration 46Q (95233.360000 sec): 3 clusters
  Score: Raw -1822260.922903 + Penalty 3160.708724 = -1819100.214179
  nChanged 79
		SP:Iteration 47Q (95233.730000 sec): 3 clusters
  Score: Raw -1822288.913106 + Penalty 3160.708724 = -1819128.204381
  nChanged 72
		SP:Iteration 48Q (95233.990000 sec): 3 clusters
  Score: Raw -1822311.677826 + Penalty 3160.708724 = -1819150.969101
  nChanged 59
		SP:Iteration 49Q (95234.300000 sec): 3 clusters
  Score: Raw -1822328.490987 + Penalty 3160.708724 = -1819167.782263
  nChanged 47
		SP:Iteration 50Q (95234.510000 sec): 3 clusters
  Score: Raw -1822343.338503 + Penalty 3160.708724 = -1819182.629778
  nChanged 42
		SP:Iteration 51Q (95234.810000 sec): 3 clusters
  Score: Raw -1822356.715340 + Penalty 3160.708724 = -1819196.006616
  nChanged 37
		SP:Iteration 52Q (95235.030000 sec): 3 clusters
  Score: Raw -1822369.232192 + Penalty 3160.708724 = -1819208.523467
  nChanged 39
		SP:Iteration 53Q (95235.250000 sec): 3 clusters
  Score: Raw -1822383.196430 + Penalty 3160.708724 = -1819222.487706
  nChanged 30
		SP:Iteration 54Q (95235.520000 sec): 3 clusters
  Score: Raw -1822391.796169 + Penalty 3160.708724 = -1819231.087445
  nChanged 24
		SP:Iteration 55Q (95235.750000 sec): 3 clusters
  Score: Raw -1822399.090959 + Penalty 3160.708724 = -1819238.382234
  nChanged 22
		SP:Iteration 56Q (95235.940000 sec): 3 clusters
  Score: Raw -1822406.683592 + Penalty 3160.708724 = -1819245.974868
  nChanged 22
		SP:Iteration 57Q (95236.200000 sec): 3 clusters
  Score: Raw -1822412.368059 + Penalty 3160.708724 = -1819251.659335
  nChanged 16
		SP:Iteration 58Q (95236.440000 sec): 3 clusters
  Score: Raw -1822417.900800 + Penalty 3160.708724 = -1819257.192076
  nChanged 17
		SP:Iteration 59Q (95236.630000 sec): 3 clusters
  Score: Raw -1822422.548692 + Penalty 3160.708724 = -1819261.839968
  nChanged 17
		SP:Iteration 60F (95236.920000 sec): 3 clusters
  Score: Raw -1822428.087822 + Penalty 3160.708724 = -1819267.379097
  nChanged 16
		SP:Iteration 61Q (95237.180000 sec): 3 clusters
  Score: Raw -1822432.785741 + Penalty 3160.708724 = -1819272.077016
  nChanged 15
		SP:Iteration 62Q (95237.470000 sec): 3 clusters
  Score: Raw -1822436.668655 + Penalty 3160.708724 = -1819275.959930
  nChanged 10
		SP:Iteration 63Q (95237.690000 sec): 3 clusters
  Score: Raw -1822438.951969 + Penalty 3160.708724 = -1819278.243244
  nChanged 7
		SP:Iteration 64Q (95237.960000 sec): 3 clusters
  Score: Raw -1822440.140517 + Penalty 3160.708724 = -1819279.431792
  nChanged 5
		SP:Iteration 65Q (95238.190000 sec): 3 clusters
  Score: Raw -1822441.445138 + Penalty 3160.708724 = -1819280.736413
  nChanged 6
		SP:Iteration 66Q (95238.430000 sec): 3 clusters
  Score: Raw -1822442.666451 + Penalty 3160.708724 = -1819281.957727
  nChanged 2
		SP:Iteration 67Q (95238.750000 sec): 3 clusters
  Score: Raw -1822443.514585 + Penalty 3160.708724 = -1819282.805861
  nChanged 2
		SP:Iteration 68Q (95239.000000 sec): 3 clusters
  Score: Raw -1822443.803413 + Penalty 3160.708724 = -1819283.094689
  nChanged 3
		SP:Iteration 69Q (95239.250000 sec): 3 clusters
  Score: Raw -1822444.881589 + Penalty 3160.708724 = -1819284.172864
  nChanged 3
		SP:Iteration 70Q (95239.520000 sec): 3 clusters
  Score: Raw -1822446.108940 + Penalty 3160.708724 = -1819285.400216
  nChanged 4
		SP:Iteration 71Q (95239.790000 sec): 3 clusters
  Score: Raw -1822447.236736 + Penalty 3160.708724 = -1819286.528012
  nChanged 5
		SP:Iteration 72Q (95240.070000 sec): 3 clusters
  Score: Raw -1822448.415616 + Penalty 3160.708724 = -1819287.706891
  nChanged 4
		SP:Iteration 73Q (95240.310000 sec): 3 clusters
  Score: Raw -1822449.551104 + Penalty 3160.708724 = -1819288.842379
  nChanged 4
		SP:Iteration 74Q (95240.600000 sec): 3 clusters
  Score: Raw -1822450.247026 + Penalty 3160.708724 = -1819289.538301
  nChanged 2
		SP:Iteration 75Q (95240.800000 sec): 3 clusters
  Score: Raw -1822450.467854 + Penalty 3160.708724 = -1819289.759130
  nChanged 0
		SP:Iteration 76F (95241.050000 sec): 3 clusters
  Score: Raw -1822450.467854 + Penalty 3160.708724 = -1819289.759130
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95241.200000 sec): 2 clusters
  Score: Raw -501219.555915 + Penalty 1348.956941 = -499870.598974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95241.500000 sec): 3 clusters
  Score: Raw -499232.891741 + Penalty 2697.913883 = -496534.977858
  nChanged 1577
		SP:Iteration 1F (95241.700000 sec): 3 clusters
  Score: Raw -500091.427094 + Penalty 2697.913883 = -497393.513212
  nChanged 299
		SP:Iteration 2F (95241.850000 sec): 3 clusters
  Score: Raw -500250.573263 + Penalty 2697.913883 = -497552.659380
  nChanged 188
		SP:Iteration 3Q (95242.050000 sec): 3 clusters
  Score: Raw -500343.222993 + Penalty 2697.913883 = -497645.309111
  nChanged 132
		SP:Iteration 4Q (95242.330000 sec): 3 clusters
  Score: Raw -500400.775370 + Penalty 2697.913883 = -497702.861487
  nChanged 115
		SP:Iteration 5Q (95242.510000 sec): 3 clusters
  Score: Raw -500447.794488 + Penalty 2697.913883 = -497749.880606
  nChanged 90
		SP:Iteration 6Q (95242.710000 sec): 3 clusters
  Score: Raw -500480.051433 + Penalty 2697.913883 = -497782.137550
  nChanged 78
		SP:Iteration 7Q (95242.950000 sec): 3 clusters
  Score: Raw -500510.515227 + Penalty 2697.913883 = -497812.601345
  nChanged 69
		SP:Iteration 8Q (95243.140000 sec): 3 clusters
  Score: Raw -500537.455495 + Penalty 2697.913883 = -497839.541613
  nChanged 67
		SP:Iteration 9Q (95243.370000 sec): 3 clusters
  Score: Raw -500565.966003 + Penalty 2697.913883 = -497868.052121
  nChanged 74
		SP:Iteration 10Q (95243.550000 sec): 3 clusters
  Score: Raw -500594.004942 + Penalty 2697.913883 = -497896.091059
  nChanged 72
		SP:Iteration 11Q (95243.770000 sec): 3 clusters
  Score: Raw -500621.540158 + Penalty 2697.913883 = -497923.626275
  nChanged 79
		SP:Iteration 12Q (95243.930000 sec): 3 clusters
  Score: Raw -500657.482115 + Penalty 2697.913883 = -497959.568232
  nChanged 83
		SP:Iteration 13Q (95244.090000 sec): 3 clusters
  Score: Raw -500695.326533 + Penalty 2697.913883 = -497997.412650
  nChanged 71
		SP:Iteration 14Q (95244.290000 sec): 3 clusters
  Score: Raw -500723.268691 + Penalty 2697.913883 = -498025.354808
  nChanged 66
		SP:Iteration 15Q (95244.510000 sec): 3 clusters
  Score: Raw -500755.677320 + Penalty 2697.913883 = -498057.763437
  nChanged 75
		SP:Iteration 16Q (95244.730000 sec): 3 clusters
  Score: Raw -500793.153747 + Penalty 2697.913883 = -498095.239864
  nChanged 82
		SP:Iteration 17Q (95244.950000 sec): 3 clusters
  Score: Raw -500835.141813 + Penalty 2697.913883 = -498137.227930
  nChanged 83
		SP:Iteration 18Q (95245.140000 sec): 3 clusters
  Score: Raw -500878.253355 + Penalty 2697.913883 = -498180.339472
  nChanged 73
		SP:Iteration 19Q (95245.310000 sec): 3 clusters
  Score: Raw -500913.673802 + Penalty 2697.913883 = -498215.759920
  nChanged 66
		SP:Iteration 20F (95245.490000 sec): 3 clusters
  Score: Raw -500945.318045 + Penalty 2697.913883 = -498247.404162
  nChanged 71
		SP:Iteration 21Q (95245.690000 sec): 3 clusters
  Score: Raw -500981.519256 + Penalty 2697.913883 = -498283.605373
  nChanged 62
		SP:Iteration 22Q (95245.960000 sec): 3 clusters
  Score: Raw -501016.168752 + Penalty 2697.913883 = -498318.254869
  nChanged 68
		SP:Iteration 23Q (95246.090000 sec): 3 clusters
  Score: Raw -501050.063308 + Penalty 2697.913883 = -498352.149425
  nChanged 54
		SP:Iteration 24Q (95246.260000 sec): 3 clusters
  Score: Raw -501077.201600 + Penalty 2697.913883 = -498379.287717
  nChanged 48
		SP:Iteration 25Q (95246.460000 sec): 3 clusters
  Score: Raw -501099.810914 + Penalty 2697.913883 = -498401.897031
  nChanged 40
		SP:Iteration 26Q (95246.670000 sec): 3 clusters
  Score: Raw -501121.708890 + Penalty 2697.913883 = -498423.795008
  nChanged 43
		SP:Iteration 27Q (95246.840000 sec): 3 clusters
  Score: Raw -501146.290070 + Penalty 2697.913883 = -498448.376188
  nChanged 36
		SP:Iteration 28Q (95246.970000 sec): 3 clusters
  Score: Raw -501164.297539 + Penalty 2697.913883 = -498466.383656
  nChanged 31
		SP:Iteration 29Q (95247.110000 sec): 3 clusters
  Score: Raw -501184.731816 + Penalty 2697.913883 = -498486.817934
  nChanged 37
		SP:Iteration 30Q (95247.310000 sec): 3 clusters
  Score: Raw -501210.741459 + Penalty 2697.913883 = -498512.827577
  nChanged 33
		SP:Iteration 31Q (95247.470000 sec): 3 clusters
  Score: Raw -501231.085708 + Penalty 2697.913883 = -498533.171826
  nChanged 27
		SP:Iteration 32Q (95247.690000 sec): 3 clusters
  Score: Raw -501251.096547 + Penalty 2697.913883 = -498553.182665
  nChanged 26
		SP:Iteration 33Q (95247.890000 sec): 3 clusters
  Score: Raw -501272.002051 + Penalty 2697.913883 = -498574.088168
  nChanged 27
		SP:Iteration 34Q (95248.090000 sec): 3 clusters
  Score: Raw -501289.604809 + Penalty 2697.913883 = -498591.690926
  nChanged 31
		SP:Iteration 35Q (95248.250000 sec): 3 clusters
  Score: Raw -501310.238992 + Penalty 2697.913883 = -498612.325110
  nChanged 24
		SP:Iteration 36Q (95248.470000 sec): 3 clusters
  Score: Raw -501327.388635 + Penalty 2697.913883 = -498629.474752
  nChanged 14
		SP:Iteration 37Q (95248.690000 sec): 3 clusters
  Score: Raw -501337.132308 + Penalty 2697.913883 = -498639.218425
  nChanged 10
		SP:Iteration 38Q (95248.940000 sec): 3 clusters
  Score: Raw -501344.852387 + Penalty 2697.913883 = -498646.938505
  nChanged 8
		SP:Iteration 39Q (95249.130000 sec): 3 clusters
  Score: Raw -501349.506899 + Penalty 2697.913883 = -498651.593016
  nChanged 3
		SP:Iteration 40F (95249.330000 sec): 3 clusters
  Score: Raw -501351.283952 + Penalty 2697.913883 = -498653.370069
  nChanged 7
		SP:Iteration 41Q (95249.510000 sec): 3 clusters
  Score: Raw -501355.003948 + Penalty 2697.913883 = -498657.090066
  nChanged 7
		SP:Iteration 42Q (95249.710000 sec): 3 clusters
  Score: Raw -501358.271521 + Penalty 2697.913883 = -498660.357638
  nChanged 2
		SP:Iteration 43Q (95249.880000 sec): 3 clusters
  Score: Raw -501359.937713 + Penalty 2697.913883 = -498662.023830
  nChanged 3
		SP:Iteration 44Q (95250.040000 sec): 3 clusters
  Score: Raw -501362.493305 + Penalty 2697.913883 = -498664.579422
  nChanged 5
		SP:Iteration 45Q (95250.180000 sec): 3 clusters
  Score: Raw -501366.509376 + Penalty 2697.913883 = -498668.595494
  nChanged 6
		SP:Iteration 46Q (95250.400000 sec): 3 clusters
  Score: Raw -501369.452660 + Penalty 2697.913883 = -498671.538777
  nChanged 8
		SP:Iteration 47Q (95250.590000 sec): 3 clusters
  Score: Raw -501374.157028 + Penalty 2697.913883 = -498676.243145
  nChanged 6
		SP:Iteration 48Q (95250.760000 sec): 3 clusters
  Score: Raw -501376.774012 + Penalty 2697.913883 = -498678.860129
  nChanged 3
		SP:Iteration 49Q (95250.970000 sec): 3 clusters
  Score: Raw -501378.277947 + Penalty 2697.913883 = -498680.364065
  nChanged 2
		SP:Iteration 50Q (95251.190000 sec): 3 clusters
  Score: Raw -501379.216320 + Penalty 2697.913883 = -498681.302437
  nChanged 0
		SP:Iteration 51F (95251.400000 sec): 3 clusters
  Score: Raw -501379.216320 + Penalty 2697.913883 = -498681.302437
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (13947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95251.570000 sec): 2 clusters
  Score: Raw -1534208.970870 + Penalty 1550.740703 = -1532658.230167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95251.910000 sec): 3 clusters
  Score: Raw -1526023.523839 + Penalty 3101.481406 = -1522922.042433
  nChanged 6213
		SP:Iteration 1F (95252.160000 sec): 3 clusters
  Score: Raw -1529443.982497 + Penalty 3101.481406 = -1526342.501091
  nChanged 860
		SP:Iteration 2F (95252.400000 sec): 3 clusters
  Score: Raw -1529833.735039 + Penalty 3101.481406 = -1526732.253633
  nChanged 758
		SP:Iteration 3F (95252.690000 sec): 3 clusters
  Score: Raw -1530202.401193 + Penalty 3101.481406 = -1527100.919787
  nChanged 696
		SP:Iteration 4Q (95252.960000 sec): 3 clusters
  Score: Raw -1530557.784666 + Penalty 3101.481406 = -1527456.303261
  nChanged 689
		SP:Iteration 5Q (95253.210000 sec): 3 clusters
  Score: Raw -1530952.216948 + Penalty 3101.481406 = -1527850.735542
  nChanged 708
		SP:Iteration 6F (95253.470000 sec): 3 clusters
  Score: Raw -1531342.277578 + Penalty 3101.481406 = -1528240.796172
  nChanged 623
		SP:Iteration 7Q (95253.710000 sec): 3 clusters
  Score: Raw -1531690.237502 + Penalty 3101.481406 = -1528588.756096
  nChanged 635
		SP:Iteration 8Q (95254.010000 sec): 3 clusters
  Score: Raw -1532019.342099 + Penalty 3101.481406 = -1528917.860693
  nChanged 566
		SP:Iteration 9Q (95254.270000 sec): 3 clusters
  Score: Raw -1532305.511595 + Penalty 3101.481406 = -1529204.030189
  nChanged 490
		SP:Iteration 10Q (95254.530000 sec): 3 clusters
  Score: Raw -1532537.167886 + Penalty 3101.481406 = -1529435.686480
  nChanged 404
		SP:Iteration 11Q (95254.850000 sec): 3 clusters
  Score: Raw -1532699.830058 + Penalty 3101.481406 = -1529598.348652
  nChanged 334
		SP:Iteration 12Q (95255.130000 sec): 3 clusters
  Score: Raw -1532813.579483 + Penalty 3101.481406 = -1529712.098077
  nChanged 286
		SP:Iteration 13Q (95255.380000 sec): 3 clusters
  Score: Raw -1532905.794509 + Penalty 3101.481406 = -1529804.313103
  nChanged 250
		SP:Iteration 14Q (95255.650000 sec): 3 clusters
  Score: Raw -1532979.656724 + Penalty 3101.481406 = -1529878.175318
  nChanged 193
		SP:Iteration 15Q (95255.890000 sec): 3 clusters
  Score: Raw -1533032.006692 + Penalty 3101.481406 = -1529930.525286
  nChanged 184
		SP:Iteration 16Q (95256.210000 sec): 3 clusters
  Score: Raw -1533082.716882 + Penalty 3101.481406 = -1529981.235476
  nChanged 162
		SP:Iteration 17Q (95256.470000 sec): 3 clusters
  Score: Raw -1533125.871108 + Penalty 3101.481406 = -1530024.389702
  nChanged 149
		SP:Iteration 18Q (95256.770000 sec): 3 clusters
  Score: Raw -1533157.697051 + Penalty 3101.481406 = -1530056.215645
  nChanged 130
		SP:Iteration 19Q (95257.120000 sec): 3 clusters
  Score: Raw -1533184.360430 + Penalty 3101.481406 = -1530082.879024
  nChanged 124
		SP:Iteration 20F (95257.390000 sec): 3 clusters
  Score: Raw -1533205.776129 + Penalty 3101.481406 = -1530104.294723
  nChanged 93
		SP:Iteration 21Q (95257.690000 sec): 3 clusters
  Score: Raw -1533222.379830 + Penalty 3101.481406 = -1530120.898424
  nChanged 106
		SP:Iteration 22Q (95257.970000 sec): 3 clusters
  Score: Raw -1533243.329180 + Penalty 3101.481406 = -1530141.847774
  nChanged 106
		SP:Iteration 23Q (95258.260000 sec): 3 clusters
  Score: Raw -1533265.496740 + Penalty 3101.481406 = -1530164.015334
  nChanged 112
		SP:Iteration 24Q (95258.510000 sec): 3 clusters
  Score: Raw -1533292.189045 + Penalty 3101.481406 = -1530190.707639
  nChanged 110
		SP:Iteration 25Q (95258.730000 sec): 3 clusters
  Score: Raw -1533319.216409 + Penalty 3101.481406 = -1530217.735003
  nChanged 130
		SP:Iteration 26Q (95258.980000 sec): 3 clusters
  Score: Raw -1533352.780307 + Penalty 3101.481406 = -1530251.298901
  nChanged 126
		SP:Iteration 27Q (95259.230000 sec): 3 clusters
  Score: Raw -1533379.833066 + Penalty 3101.481406 = -1530278.351660
  nChanged 108
		SP:Iteration 28Q (95259.480000 sec): 3 clusters
  Score: Raw -1533405.289364 + Penalty 3101.481406 = -1530303.807958
  nChanged 118
		SP:Iteration 29Q (95259.760000 sec): 3 clusters
  Score: Raw -1533433.578135 + Penalty 3101.481406 = -1530332.096729
  nChanged 131
		SP:Iteration 30Q (95259.990000 sec): 3 clusters
  Score: Raw -1533465.480519 + Penalty 3101.481406 = -1530363.999113
  nChanged 140
		SP:Iteration 31Q (95260.190000 sec): 3 clusters
  Score: Raw -1533505.504705 + Penalty 3101.481406 = -1530404.023299
  nChanged 153
		SP:Iteration 32Q (95260.510000 sec): 3 clusters
  Score: Raw -1533546.803736 + Penalty 3101.481406 = -1530445.322330
  nChanged 133
		SP:Iteration 33Q (95260.740000 sec): 3 clusters
  Score: Raw -1533584.411481 + Penalty 3101.481406 = -1530482.930075
  nChanged 141
		SP:Iteration 34Q (95261.010000 sec): 3 clusters
  Score: Raw -1533621.436016 + Penalty 3101.481406 = -1530519.954610
  nChanged 132
		SP:Iteration 35Q (95261.250000 sec): 3 clusters
  Score: Raw -1533659.760585 + Penalty 3101.481406 = -1530558.279179
  nChanged 153
		SP:Iteration 36Q (95261.520000 sec): 3 clusters
  Score: Raw -1533705.592136 + Penalty 3101.481406 = -1530604.110730
  nChanged 129
		SP:Iteration 37Q (95261.820000 sec): 3 clusters
  Score: Raw -1533744.897315 + Penalty 3101.481406 = -1530643.415910
  nChanged 138
		SP:Iteration 38Q (95262.070000 sec): 3 clusters
  Score: Raw -1533787.421597 + Penalty 3101.481406 = -1530685.940191
  nChanged 130
		SP:Iteration 39Q (95262.370000 sec): 3 clusters
  Score: Raw -1533825.461706 + Penalty 3101.481406 = -1530723.980300
  nChanged 116
		SP:Iteration 40F (95262.580000 sec): 3 clusters
  Score: Raw -1533862.420432 + Penalty 3101.481406 = -1530760.939026
  nChanged 124
		SP:Iteration 41Q (95262.850000 sec): 3 clusters
  Score: Raw -1533901.300876 + Penalty 3101.481406 = -1530799.819470
  nChanged 119
		SP:Iteration 42Q (95263.140000 sec): 3 clusters
  Score: Raw -1533936.123099 + Penalty 3101.481406 = -1530834.641693
  nChanged 116
		SP:Iteration 43Q (95263.390000 sec): 3 clusters
  Score: Raw -1533974.435399 + Penalty 3101.481406 = -1530872.953993
  nChanged 117
		SP:Iteration 44Q (95263.690000 sec): 3 clusters
  Score: Raw -1534015.117494 + Penalty 3101.481406 = -1530913.636088
  nChanged 115
		SP:Iteration 45Q (95263.910000 sec): 3 clusters
  Score: Raw -1534055.920401 + Penalty 3101.481406 = -1530954.438995
  nChanged 117
		SP:Iteration 46Q (95264.150000 sec): 3 clusters
  Score: Raw -1534091.590471 + Penalty 3101.481406 = -1530990.109065
  nChanged 89
		SP:Iteration 47Q (95264.400000 sec): 3 clusters
  Score: Raw -1534116.778494 + Penalty 3101.481406 = -1531015.297088
  nChanged 65
		SP:Iteration 48Q (95264.650000 sec): 3 clusters
  Score: Raw -1534135.533583 + Penalty 3101.481406 = -1531034.052177
  nChanged 71
		SP:Iteration 49Q (95264.880000 sec): 3 clusters
  Score: Raw -1534157.382066 + Penalty 3101.481406 = -1531055.900660
  nChanged 72
		SP:Iteration 50Q (95265.160000 sec): 3 clusters
  Score: Raw -1534184.170903 + Penalty 3101.481406 = -1531082.689497
  nChanged 83
		SP:Iteration 51Q (95265.390000 sec): 3 clusters
  Score: Raw -1534215.942299 + Penalty 3101.481406 = -1531114.460893
  nChanged 80
		SP:Iteration 52Q (95265.670000 sec): 3 clusters
  Score: Raw -1534245.048331 + Penalty 3101.481406 = -1531143.566926
  nChanged 81
		SP:Iteration 53Q (95265.960000 sec): 3 clusters
  Score: Raw -1534278.664778 + Penalty 3101.481406 = -1531177.183372
  nChanged 80
		SP:Iteration 54Q (95266.220000 sec): 3 clusters
  Score: Raw -1534307.072556 + Penalty 3101.481406 = -1531205.591150
  nChanged 67
		SP:Iteration 55Q (95266.500000 sec): 3 clusters
  Score: Raw -1534328.647540 + Penalty 3101.481406 = -1531227.166134
  nChanged 51
		SP:Iteration 56Q (95266.790000 sec): 3 clusters
  Score: Raw -1534346.696339 + Penalty 3101.481406 = -1531245.214933
  nChanged 65
		SP:Iteration 57Q (95267.040000 sec): 3 clusters
  Score: Raw -1534370.547956 + Penalty 3101.481406 = -1531269.066551
  nChanged 66
		SP:Iteration 58Q (95267.350000 sec): 3 clusters
  Score: Raw -1534392.891299 + Penalty 3101.481406 = -1531291.409893
  nChanged 55
		SP:Iteration 59Q (95267.610000 sec): 3 clusters
  Score: Raw -1534413.217960 + Penalty 3101.481406 = -1531311.736554
  nChanged 52
		SP:Iteration 60F (95267.850000 sec): 3 clusters
  Score: Raw -1534440.522700 + Penalty 3101.481406 = -1531339.041294
  nChanged 58
		SP:Iteration 61Q (95268.070000 sec): 3 clusters
  Score: Raw -1534474.530040 + Penalty 3101.481406 = -1531373.048634
  nChanged 55
		SP:Iteration 62Q (95268.330000 sec): 3 clusters
  Score: Raw -1534502.607175 + Penalty 3101.481406 = -1531401.125769
  nChanged 48
		SP:Iteration 63Q (95268.620000 sec): 3 clusters
  Score: Raw -1534527.646461 + Penalty 3101.481406 = -1531426.165055
  nChanged 49
		SP:Iteration 64Q (95268.870000 sec): 3 clusters
  Score: Raw -1534553.278588 + Penalty 3101.481406 = -1531451.797182
  nChanged 41
		SP:Iteration 65Q (95269.130000 sec): 3 clusters
  Score: Raw -1534571.882468 + Penalty 3101.481406 = -1531470.401062
  nChanged 45
		SP:Iteration 66Q (95269.350000 sec): 3 clusters
  Score: Raw -1534592.389620 + Penalty 3101.481406 = -1531490.908214
  nChanged 44
		SP:Iteration 67Q (95269.610000 sec): 3 clusters
  Score: Raw -1534610.264534 + Penalty 3101.481406 = -1531508.783128
  nChanged 44
		SP:Iteration 68Q (95269.920000 sec): 3 clusters
  Score: Raw -1534627.485416 + Penalty 3101.481406 = -1531526.004010
  nChanged 37
		SP:Iteration 69Q (95270.150000 sec): 3 clusters
  Score: Raw -1534646.537648 + Penalty 3101.481406 = -1531545.056242
  nChanged 46
		SP:Iteration 70Q (95270.450000 sec): 3 clusters
  Score: Raw -1534666.315549 + Penalty 3101.481406 = -1531564.834144
  nChanged 28
		SP:Iteration 71Q (95270.670000 sec): 3 clusters
  Score: Raw -1534676.703452 + Penalty 3101.481406 = -1531575.222046
  nChanged 23
		SP:Iteration 72Q (95270.910000 sec): 3 clusters
  Score: Raw -1534686.693396 + Penalty 3101.481406 = -1531585.211990
  nChanged 27
		SP:Iteration 73Q (95271.180000 sec): 3 clusters
  Score: Raw -1534697.011127 + Penalty 3101.481406 = -1531595.529721
  nChanged 19
		SP:Iteration 74Q (95271.390000 sec): 3 clusters
  Score: Raw -1534704.103625 + Penalty 3101.481406 = -1531602.622219
  nChanged 20
		SP:Iteration 75Q (95271.670000 sec): 3 clusters
  Score: Raw -1534712.771997 + Penalty 3101.481406 = -1531611.290591
  nChanged 16
		SP:Iteration 76Q (95271.890000 sec): 3 clusters
  Score: Raw -1534718.819506 + Penalty 3101.481406 = -1531617.338100
  nChanged 14
		SP:Iteration 77Q (95272.110000 sec): 3 clusters
  Score: Raw -1534724.609491 + Penalty 3101.481406 = -1531623.128085
  nChanged 18
		SP:Iteration 78Q (95272.350000 sec): 3 clusters
  Score: Raw -1534731.159049 + Penalty 3101.481406 = -1531629.677644
  nChanged 12
		SP:Iteration 79Q (95272.600000 sec): 3 clusters
  Score: Raw -1534735.805713 + Penalty 3101.481406 = -1531634.324307
  nChanged 11
		SP:Iteration 80F (95272.830000 sec): 3 clusters
  Score: Raw -1534740.181760 + Penalty 3101.481406 = -1531638.700354
  nChanged 6
		SP:Iteration 81Q (95273.130000 sec): 3 clusters
  Score: Raw -1534742.724618 + Penalty 3101.481406 = -1531641.243212
  nChanged 8
		SP:Iteration 82Q (95273.430000 sec): 3 clusters
  Score: Raw -1534745.105707 + Penalty 3101.481406 = -1531643.624301
  nChanged 4
		SP:Iteration 83Q (95273.760000 sec): 3 clusters
  Score: Raw -1534746.781051 + Penalty 3101.481406 = -1531645.299645
  nChanged 3
		SP:Iteration 84Q (95274.070000 sec): 3 clusters
  Score: Raw -1534747.732701 + Penalty 3101.481406 = -1531646.251295
  nChanged 1
		SP:Iteration 85Q (95274.360000 sec): 3 clusters
  Score: Raw -1534747.847730 + Penalty 3101.481406 = -1531646.366324
  nChanged 1
		SP:Iteration 86Q (95274.660000 sec): 3 clusters
  Score: Raw -1534747.933460 + Penalty 3101.481406 = -1531646.452054
  nChanged 0
		SP:Iteration 87F (95274.890000 sec): 3 clusters
  Score: Raw -1534747.933460 + Penalty 3101.481406 = -1531646.452054
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95275.010000 sec): 2 clusters
  Score: Raw -99956.984144 + Penalty 1128.570798 = -98828.413346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95275.240000 sec): 3 clusters
  Score: Raw -99618.167774 + Penalty 2257.141596 = -97361.026178
  nChanged 354
		SP:Iteration 1F (95275.420000 sec): 3 clusters
  Score: Raw -100043.173551 + Penalty 2257.141596 = -97786.031955
  nChanged 107
		SP:Iteration 2F (95275.640000 sec): 3 clusters
  Score: Raw -100260.804543 + Penalty 2257.141596 = -98003.662947
  nChanged 73
		SP:Iteration 3F (95275.850000 sec): 3 clusters
  Score: Raw -100415.753360 + Penalty 2257.141596 = -98158.611765
  nChanged 49
		SP:Iteration 4Q (95276.060000 sec): 3 clusters
  Score: Raw -100522.296304 + Penalty 2257.141596 = -98265.154709
  nChanged 43
		SP:Iteration 5Q (95276.230000 sec): 3 clusters
  Score: Raw -100603.828780 + Penalty 2257.141596 = -98346.687184
  nChanged 35
		SP:Iteration 6Q (95276.420000 sec): 3 clusters
  Score: Raw -100645.562455 + Penalty 2257.141596 = -98388.420859
  nChanged 18
		SP:Iteration 7Q (95276.590000 sec): 3 clusters
  Score: Raw -100667.150242 + Penalty 2257.141596 = -98410.008647
  nChanged 14
		SP:Iteration 8Q (95276.760000 sec): 3 clusters
  Score: Raw -100689.639067 + Penalty 2257.141596 = -98432.497471
  nChanged 14
		SP:Iteration 9Q (95276.950000 sec): 3 clusters
  Score: Raw -100702.186085 + Penalty 2257.141596 = -98445.044490
  nChanged 7
		SP:Iteration 10Q (95277.170000 sec): 3 clusters
  Score: Raw -100708.463264 + Penalty 2257.141596 = -98451.321668
  nChanged 3
		SP:Iteration 11Q (95277.370000 sec): 3 clusters
  Score: Raw -100709.918931 + Penalty 2257.141596 = -98452.777336
  nChanged 2
		SP:Iteration 12Q (95277.580000 sec): 3 clusters
  Score: Raw -100711.423566 + Penalty 2257.141596 = -98454.281970
  nChanged 3
		SP:Iteration 13Q (95277.790000 sec): 3 clusters
  Score: Raw -100714.254113 + Penalty 2257.141596 = -98457.112517
  nChanged 3
		SP:Iteration 14Q (95278.000000 sec): 3 clusters
  Score: Raw -100720.386006 + Penalty 2257.141596 = -98463.244411
  nChanged 3
		SP:Iteration 15Q (95278.200000 sec): 3 clusters
  Score: Raw -100724.463904 + Penalty 2257.141596 = -98467.322308
  nChanged 2
		SP:Iteration 16Q (95278.400000 sec): 3 clusters
  Score: Raw -100727.157153 + Penalty 2257.141596 = -98470.015557
  nChanged 2
		SP:Iteration 17Q (95278.600000 sec): 3 clusters
  Score: Raw -100728.782776 + Penalty 2257.141596 = -98471.641181
  nChanged 1
		SP:Iteration 18Q (95278.790000 sec): 3 clusters
  Score: Raw -100729.896436 + Penalty 2257.141596 = -98472.754840
  nChanged 0
		SP:Iteration 19F (95278.960000 sec): 3 clusters
  Score: Raw -100730.953237 + Penalty 2257.141596 = -98473.811642
  nChanged 1
		SP:Iteration 20F (95279.140000 sec): 3 clusters
  Score: Raw -100736.547545 + Penalty 2257.141596 = -98479.405949
  nChanged 5
		SP:Iteration 21Q (95279.280000 sec): 3 clusters
  Score: Raw -100749.178982 + Penalty 2257.141596 = -98492.037386
  nChanged 9
		SP:Iteration 22Q (95279.410000 sec): 3 clusters
  Score: Raw -100762.686038 + Penalty 2257.141596 = -98505.544442
  nChanged 5
		SP:Iteration 23Q (95279.560000 sec): 3 clusters
  Score: Raw -100766.979502 + Penalty 2257.141596 = -98509.837907
  nChanged 5
		SP:Iteration 24Q (95279.700000 sec): 3 clusters
  Score: Raw -100773.684478 + Penalty 2257.141596 = -98516.542882
  nChanged 1
		SP:Iteration 25Q (95279.840000 sec): 3 clusters
  Score: Raw -100775.084869 + Penalty 2257.141596 = -98517.943273
  nChanged 1
		SP:Iteration 26Q (95279.980000 sec): 3 clusters
  Score: Raw -100775.666206 + Penalty 2257.141596 = -98518.524610
  nChanged 1
		SP:Iteration 27Q (95280.120000 sec): 3 clusters
  Score: Raw -100776.817885 + Penalty 2257.141596 = -98519.676289
  nChanged 3
		SP:Iteration 28Q (95280.270000 sec): 3 clusters
  Score: Raw -100778.760137 + Penalty 2257.141596 = -98521.618541
  nChanged 1
		SP:Iteration 29Q (95280.360000 sec): 3 clusters
  Score: Raw -100778.970075 + Penalty 2257.141596 = -98521.828479
  nChanged 0
		SP:Iteration 30F (95280.510000 sec): 3 clusters
  Score: Raw -100778.970075 + Penalty 2257.141596 = -98521.828479
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95280.800000 sec): 2 clusters
  Score: Raw -3152635.168826 + Penalty 1676.633921 = -3150958.534905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95281.180000 sec): 3 clusters
  Score: Raw -3134024.006706 + Penalty 3353.267843 = -3130670.738863
  nChanged 13937
		SP:Iteration 1F (95281.560000 sec): 3 clusters
  Score: Raw -3142588.435100 + Penalty 3353.267843 = -3139235.167257
  nChanged 1823
		SP:Iteration 2F (95281.930000 sec): 3 clusters
  Score: Raw -3143492.636133 + Penalty 3353.267843 = -3140139.368291
  nChanged 1832
		SP:Iteration 3F (95282.270000 sec): 3 clusters
  Score: Raw -3144457.954756 + Penalty 3353.267843 = -3141104.686913
  nChanged 1827
		SP:Iteration 4F (95282.620000 sec): 3 clusters
  Score: Raw -3145477.301740 + Penalty 3353.267843 = -3142124.033897
  nChanged 1749
		SP:Iteration 5F (95283.020000 sec): 3 clusters
  Score: Raw -3146531.750714 + Penalty 3353.267843 = -3143178.482872
  nChanged 1648
		SP:Iteration 6F (95283.380000 sec): 3 clusters
  Score: Raw -3147578.590188 + Penalty 3353.267843 = -3144225.322345
  nChanged 1454
		SP:Iteration 7Q (95283.800000 sec): 3 clusters
  Score: Raw -3148511.010248 + Penalty 3353.267843 = -3145157.742405
  nChanged 1219
		SP:Iteration 8Q (95284.220000 sec): 3 clusters
  Score: Raw -3149288.094931 + Penalty 3353.267843 = -3145934.827088
  nChanged 1040
		SP:Iteration 9Q (95284.580000 sec): 3 clusters
  Score: Raw -3149979.534813 + Penalty 3353.267843 = -3146626.266971
  nChanged 903
		SP:Iteration 10Q (95284.890000 sec): 3 clusters
  Score: Raw -3150592.001411 + Penalty 3353.267843 = -3147238.733568
  nChanged 736
		SP:Iteration 11Q (95285.230000 sec): 3 clusters
  Score: Raw -3151105.414663 + Penalty 3353.267843 = -3147752.146821
  nChanged 612
		SP:Iteration 12Q (95285.570000 sec): 3 clusters
  Score: Raw -3151508.132627 + Penalty 3353.267843 = -3148154.864785
  nChanged 477
		SP:Iteration 13Q (95285.950000 sec): 3 clusters
  Score: Raw -3151778.428154 + Penalty 3353.267843 = -3148425.160311
  nChanged 384
		SP:Iteration 14Q (95286.260000 sec): 3 clusters
  Score: Raw -3152007.927338 + Penalty 3353.267843 = -3148654.659495
  nChanged 314
		SP:Iteration 15Q (95286.680000 sec): 3 clusters
  Score: Raw -3152207.782838 + Penalty 3353.267843 = -3148854.514995
  nChanged 264
		SP:Iteration 16Q (95287.050000 sec): 3 clusters
  Score: Raw -3152382.623358 + Penalty 3353.267843 = -3149029.355515
  nChanged 214
		SP:Iteration 17Q (95287.460000 sec): 3 clusters
  Score: Raw -3152525.557328 + Penalty 3353.267843 = -3149172.289485
  nChanged 193
		SP:Iteration 18Q (95287.770000 sec): 3 clusters
  Score: Raw -3152652.440710 + Penalty 3353.267843 = -3149299.172868
  nChanged 161
		SP:Iteration 19Q (95288.190000 sec): 3 clusters
  Score: Raw -3152762.255708 + Penalty 3353.267843 = -3149408.987865
  nChanged 131
		SP:Iteration 20F (95288.540000 sec): 3 clusters
  Score: Raw -3152831.404948 + Penalty 3353.267843 = -3149478.137105
  nChanged 97
		SP:Iteration 21Q (95288.870000 sec): 3 clusters
  Score: Raw -3152876.105979 + Penalty 3353.267843 = -3149522.838137
  nChanged 79
		SP:Iteration 22Q (95289.280000 sec): 3 clusters
  Score: Raw -3152913.310965 + Penalty 3353.267843 = -3149560.043123
  nChanged 61
		SP:Iteration 23Q (95289.670000 sec): 3 clusters
  Score: Raw -3152944.224119 + Penalty 3353.267843 = -3149590.956277
  nChanged 62
		SP:Iteration 24Q (95290.040000 sec): 3 clusters
  Score: Raw -3152973.642372 + Penalty 3353.267843 = -3149620.374529
  nChanged 49
		SP:Iteration 25Q (95290.390000 sec): 3 clusters
  Score: Raw -3152993.626777 + Penalty 3353.267843 = -3149640.358934
  nChanged 38
		SP:Iteration 26Q (95290.760000 sec): 3 clusters
  Score: Raw -3153009.667317 + Penalty 3353.267843 = -3149656.399474
  nChanged 32
		SP:Iteration 27Q (95291.090000 sec): 3 clusters
  Score: Raw -3153022.892048 + Penalty 3353.267843 = -3149669.624205
  nChanged 29
		SP:Iteration 28Q (95291.410000 sec): 3 clusters
  Score: Raw -3153035.871245 + Penalty 3353.267843 = -3149682.603402
  nChanged 25
		SP:Iteration 29Q (95291.740000 sec): 3 clusters
  Score: Raw -3153046.731474 + Penalty 3353.267843 = -3149693.463632
  nChanged 22
		SP:Iteration 30Q (95292.070000 sec): 3 clusters
  Score: Raw -3153052.961126 + Penalty 3353.267843 = -3149699.693284
  nChanged 18
		SP:Iteration 31Q (95292.440000 sec): 3 clusters
  Score: Raw -3153058.233123 + Penalty 3353.267843 = -3149704.965280
  nChanged 7
		SP:Iteration 32Q (95292.820000 sec): 3 clusters
  Score: Raw -3153060.357367 + Penalty 3353.267843 = -3149707.089524
  nChanged 5
		SP:Iteration 33Q (95293.120000 sec): 3 clusters
  Score: Raw -3153061.211204 + Penalty 3353.267843 = -3149707.943361
  nChanged 4
		SP:Iteration 34Q (95293.500000 sec): 3 clusters
  Score: Raw -3153061.924323 + Penalty 3353.267843 = -3149708.656481
  nChanged 3
		SP:Iteration 35Q (95293.800000 sec): 3 clusters
  Score: Raw -3153063.118921 + Penalty 3353.267843 = -3149709.851079
  nChanged 10
		SP:Iteration 36Q (95294.120000 sec): 3 clusters
  Score: Raw -3153066.298365 + Penalty 3353.267843 = -3149713.030523
  nChanged 9
		SP:Iteration 37Q (95294.500000 sec): 3 clusters
  Score: Raw -3153069.332091 + Penalty 3353.267843 = -3149716.064248
  nChanged 9
		SP:Iteration 38Q (95294.830000 sec): 3 clusters
  Score: Raw -3153071.317768 + Penalty 3353.267843 = -3149718.049926
  nChanged 11
		SP:Iteration 39Q (95295.140000 sec): 3 clusters
  Score: Raw -3153075.374782 + Penalty 3353.267843 = -3149722.106940
  nChanged 8
		SP:Iteration 40F (95295.540000 sec): 3 clusters
  Score: Raw -3153077.625019 + Penalty 3353.267843 = -3149724.357177
  nChanged 4
		SP:Iteration 41Q (95295.950000 sec): 3 clusters
  Score: Raw -3153078.348878 + Penalty 3353.267843 = -3149725.081036
  nChanged 2
		SP:Iteration 42Q (95296.330000 sec): 3 clusters
  Score: Raw -3153078.549747 + Penalty 3353.267843 = -3149725.281904
  nChanged 1
		SP:Iteration 43Q (95296.700000 sec): 3 clusters
  Score: Raw -3153078.804797 + Penalty 3353.267843 = -3149725.536955
  nChanged 2
		SP:Iteration 44Q (95297.130000 sec): 3 clusters
  Score: Raw -3153079.117080 + Penalty 3353.267843 = -3149725.849238
  nChanged 4
		SP:Iteration 45Q (95297.440000 sec): 3 clusters
  Score: Raw -3153080.280454 + Penalty 3353.267843 = -3149727.012611
  nChanged 0
		SP:Iteration 46F (95297.830000 sec): 3 clusters
  Score: Raw -3153080.280454 + Penalty 3353.267843 = -3149727.012611
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95297.970000 sec): 2 clusters
  Score: Raw -48029.700844 + Penalty 982.697979 = -47047.002865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95298.130000 sec): 3 clusters
  Score: Raw -48024.133744 + Penalty 1965.395958 = -46058.737785
  nChanged 89
		SP:Iteration 1F (95298.330000 sec): 3 clusters
  Score: Raw -48242.892066 + Penalty 1965.395958 = -46277.496107
  nChanged 33
		SP:Iteration 2F (95298.470000 sec): 3 clusters
  Score: Raw -48342.629406 + Penalty 1965.395958 = -46377.233448
  nChanged 25
		SP:Iteration 3F (95298.630000 sec): 3 clusters
  Score: Raw -48394.162356 + Penalty 1965.395958 = -46428.766398
  nChanged 10
		SP:Iteration 4Q (95298.790000 sec): 3 clusters
  Score: Raw -48417.570169 + Penalty 1965.395958 = -46452.174211
  nChanged 6
		SP:Iteration 5Q (95298.940000 sec): 3 clusters
  Score: Raw -48432.175609 + Penalty 1965.395958 = -46466.779651
  nChanged 2
		SP:Iteration 6Q (95299.130000 sec): 3 clusters
  Score: Raw -48436.608404 + Penalty 1965.395958 = -46471.212446
  nChanged 2
		SP:Iteration 7Q (95299.310000 sec): 3 clusters
  Score: Raw -48439.417561 + Penalty 1965.395958 = -46474.021602
  nChanged 1
		SP:Iteration 8Q (95299.500000 sec): 3 clusters
  Score: Raw -48443.955035 + Penalty 1965.395958 = -46478.559077
  nChanged 0
		SP:Iteration 9F (95299.640000 sec): 3 clusters
  Score: Raw -48443.955035 + Penalty 1965.395958 = -46478.559077
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (48887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95300.030000 sec): 2 clusters
  Score: Raw -5468875.235694 + Penalty 1754.555854 = -5467120.679841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95300.560000 sec): 3 clusters
  Score: Raw -5437847.262288 + Penalty 3509.111707 = -5434338.150581
  nChanged 23070
		SP:Iteration 1F (95300.960000 sec): 3 clusters
  Score: Raw -5451217.153351 + Penalty 3509.111707 = -5447708.041643
  nChanged 2372
		SP:Iteration 2Q (95301.410000 sec): 3 clusters
  Score: Raw -5452171.598887 + Penalty 3509.111707 = -5448662.487180
  nChanged 2562
		SP:Iteration 3F (95301.850000 sec): 3 clusters
  Score: Raw -5453401.454368 + Penalty 3509.111707 = -5449892.342661
  nChanged 2889
		SP:Iteration 4F (95302.340000 sec): 3 clusters
  Score: Raw -5454931.702041 + Penalty 3509.111707 = -5451422.590333
  nChanged 3007
		SP:Iteration 5F (95302.830000 sec): 3 clusters
  Score: Raw -5456510.033779 + Penalty 3509.111707 = -5453000.922072
  nChanged 2874
		SP:Iteration 6F (95303.290000 sec): 3 clusters
  Score: Raw -5458017.760483 + Penalty 3509.111707 = -5454508.648775
  nChanged 2640
		SP:Iteration 7F (95303.720000 sec): 3 clusters
  Score: Raw -5459402.412008 + Penalty 3509.111707 = -5455893.300300
  nChanged 2222
		SP:Iteration 8Q (95304.140000 sec): 3 clusters
  Score: Raw -5460523.734034 + Penalty 3509.111707 = -5457014.622327
  nChanged 1904
		SP:Iteration 9Q (95304.600000 sec): 3 clusters
  Score: Raw -5461516.026199 + Penalty 3509.111707 = -5458006.914492
  nChanged 1681
		SP:Iteration 10Q (95305.090000 sec): 3 clusters
  Score: Raw -5462454.579702 + Penalty 3509.111707 = -5458945.467995
  nChanged 1512
		SP:Iteration 11Q (95305.600000 sec): 3 clusters
  Score: Raw -5463287.730042 + Penalty 3509.111707 = -5459778.618334
  nChanged 1316
		SP:Iteration 12Q (95306.040000 sec): 3 clusters
  Score: Raw -5463978.680784 + Penalty 3509.111707 = -5460469.569076
  nChanged 1142
		SP:Iteration 13Q (95306.520000 sec): 3 clusters
  Score: Raw -5464575.097186 + Penalty 3509.111707 = -5461065.985479
  nChanged 1001
		SP:Iteration 14Q (95306.920000 sec): 3 clusters
  Score: Raw -5465049.676146 + Penalty 3509.111707 = -5461540.564438
  nChanged 897
		SP:Iteration 15Q (95307.500000 sec): 3 clusters
  Score: Raw -5465464.617432 + Penalty 3509.111707 = -5461955.505724
  nChanged 816
		SP:Iteration 16Q (95307.970000 sec): 3 clusters
  Score: Raw -5465821.502570 + Penalty 3509.111707 = -5462312.390863
  nChanged 774
		SP:Iteration 17Q (95308.370000 sec): 3 clusters
  Score: Raw -5466162.214748 + Penalty 3509.111707 = -5462653.103041
  nChanged 753
		SP:Iteration 18Q (95308.810000 sec): 3 clusters
  Score: Raw -5466489.708048 + Penalty 3509.111707 = -5462980.596341
  nChanged 728
		SP:Iteration 19Q (95309.200000 sec): 3 clusters
  Score: Raw -5466811.435943 + Penalty 3509.111707 = -5463302.324236
  nChanged 657
		SP:Iteration 20F (95309.610000 sec): 3 clusters
  Score: Raw -5467114.000057 + Penalty 3509.111707 = -5463604.888350
  nChanged 623
		SP:Iteration 21Q (95309.980000 sec): 3 clusters
  Score: Raw -5467411.839056 + Penalty 3509.111707 = -5463902.727349
  nChanged 545
		SP:Iteration 22Q (95310.380000 sec): 3 clusters
  Score: Raw -5467661.450372 + Penalty 3509.111707 = -5464152.338665
  nChanged 485
		SP:Iteration 23Q (95310.830000 sec): 3 clusters
  Score: Raw -5467880.406915 + Penalty 3509.111707 = -5464371.295207
  nChanged 460
		SP:Iteration 24Q (95311.290000 sec): 3 clusters
  Score: Raw -5468107.976232 + Penalty 3509.111707 = -5464598.864525
  nChanged 442
		SP:Iteration 25Q (95311.730000 sec): 3 clusters
  Score: Raw -5468327.489405 + Penalty 3509.111707 = -5464818.377698
  nChanged 362
		SP:Iteration 26Q (95312.150000 sec): 3 clusters
  Score: Raw -5468509.528124 + Penalty 3509.111707 = -5465000.416417
  nChanged 282
		SP:Iteration 27Q (95312.710000 sec): 3 clusters
  Score: Raw -5468648.436260 + Penalty 3509.111707 = -5465139.324553
  nChanged 239
		SP:Iteration 28Q (95313.180000 sec): 3 clusters
  Score: Raw -5468771.207672 + Penalty 3509.111707 = -5465262.095964
  nChanged 181
		SP:Iteration 29Q (95313.630000 sec): 3 clusters
  Score: Raw -5468860.915838 + Penalty 3509.111707 = -5465351.804131
  nChanged 164
		SP:Iteration 30Q (95314.050000 sec): 3 clusters
  Score: Raw -5468938.984115 + Penalty 3509.111707 = -5465429.872407
  nChanged 134
		SP:Iteration 31Q (95314.470000 sec): 3 clusters
  Score: Raw -5469002.219155 + Penalty 3509.111707 = -5465493.107448
  nChanged 108
		SP:Iteration 32Q (95314.810000 sec): 3 clusters
  Score: Raw -5469047.359735 + Penalty 3509.111707 = -5465538.248028
  nChanged 78
		SP:Iteration 33Q (95315.220000 sec): 3 clusters
  Score: Raw -5469078.729003 + Penalty 3509.111707 = -5465569.617296
  nChanged 63
		SP:Iteration 34Q (95315.590000 sec): 3 clusters
  Score: Raw -5469107.224405 + Penalty 3509.111707 = -5465598.112698
  nChanged 56
		SP:Iteration 35Q (95316.080000 sec): 3 clusters
  Score: Raw -5469131.831524 + Penalty 3509.111707 = -5465622.719817
  nChanged 50
		SP:Iteration 36Q (95316.560000 sec): 3 clusters
  Score: Raw -5469156.311817 + Penalty 3509.111707 = -5465647.200110
  nChanged 35
		SP:Iteration 37Q (95316.990000 sec): 3 clusters
  Score: Raw -5469172.967748 + Penalty 3509.111707 = -5465663.856041
  nChanged 26
		SP:Iteration 38Q (95317.340000 sec): 3 clusters
  Score: Raw -5469184.008992 + Penalty 3509.111707 = -5465674.897285
  nChanged 25
		SP:Iteration 39Q (95317.740000 sec): 3 clusters
  Score: Raw -5469196.829780 + Penalty 3509.111707 = -5465687.718072
  nChanged 35
		SP:Iteration 40F (95318.140000 sec): 3 clusters
  Score: Raw -5469213.405475 + Penalty 3509.111707 = -5465704.293768
  nChanged 34
		SP:Iteration 41Q (95318.530000 sec): 3 clusters
  Score: Raw -5469229.025030 + Penalty 3509.111707 = -5465719.913323
  nChanged 40
		SP:Iteration 42Q (95318.880000 sec): 3 clusters
  Score: Raw -5469248.627080 + Penalty 3509.111707 = -5465739.515373
  nChanged 36
		SP:Iteration 43Q (95319.290000 sec): 3 clusters
  Score: Raw -5469264.502725 + Penalty 3509.111707 = -5465755.391017
  nChanged 17
		SP:Iteration 44Q (95319.710000 sec): 3 clusters
  Score: Raw -5469271.613962 + Penalty 3509.111707 = -5465762.502255
  nChanged 10
		SP:Iteration 45Q (95320.190000 sec): 3 clusters
  Score: Raw -5469274.931573 + Penalty 3509.111707 = -5465765.819866
  nChanged 6
		SP:Iteration 46Q (95320.590000 sec): 3 clusters
  Score: Raw -5469276.139027 + Penalty 3509.111707 = -5465767.027320
  nChanged 3
		SP:Iteration 47Q (95321.040000 sec): 3 clusters
  Score: Raw -5469277.285228 + Penalty 3509.111707 = -5465768.173521
  nChanged 3
		SP:Iteration 48Q (95321.480000 sec): 3 clusters
  Score: Raw -5469277.905425 + Penalty 3509.111707 = -5465768.793718
  nChanged 0
		SP:Iteration 49F (95321.890000 sec): 3 clusters
  Score: Raw -5469277.905425 + Penalty 3509.111707 = -5465768.793718
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95322.440000 sec): 2 clusters
  Score: Raw -10797057.625030 + Penalty 1856.647800 = -10795200.977230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95323.200000 sec): 3 clusters
  Score: Raw -10737420.847208 + Penalty 3713.295599 = -10733707.551608
  nChanged 43715
		SP:Iteration 1F (95323.890000 sec): 3 clusters
  Score: Raw -10763025.103229 + Penalty 3713.295599 = -10759311.807629
  nChanged 4400
		SP:Iteration 2Q (95324.750000 sec): 3 clusters
  Score: Raw -10764829.758717 + Penalty 3713.295599 = -10761116.463118
  nChanged 5748
		SP:Iteration 3F (95325.450000 sec): 3 clusters
  Score: Raw -10768160.008462 + Penalty 3713.295599 = -10764446.712863
  nChanged 7547
		SP:Iteration 4F (95326.180000 sec): 3 clusters
  Score: Raw -10773901.436310 + Penalty 3713.295599 = -10770188.140711
  nChanged 8417
		SP:Iteration 5F (95326.900000 sec): 3 clusters
  Score: Raw -10781591.231100 + Penalty 3713.295599 = -10777877.935500
  nChanged 7380
		SP:Iteration 6F (95327.650000 sec): 3 clusters
  Score: Raw -10788968.820835 + Penalty 3713.295599 = -10785255.525236
  nChanged 4857
		SP:Iteration 7F (95328.390000 sec): 3 clusters
  Score: Raw -10794021.924903 + Penalty 3713.295599 = -10790308.629304
  nChanged 2194
		SP:Iteration 8Q (95329.140000 sec): 3 clusters
  Score: Raw -10796278.661739 + Penalty 3713.295599 = -10792565.366139
  nChanged 651
		SP:Iteration 9Q (95329.820000 sec): 3 clusters
  Score: Raw -10796942.892828 + Penalty 3713.295599 = -10793229.597229
  nChanged 152
		SP:Iteration 10Q (95330.490000 sec): 3 clusters
  Score: Raw -10797146.772950 + Penalty 3713.295599 = -10793433.477351
  nChanged 38
		SP:Iteration 11Q (95331.170000 sec): 3 clusters
  Score: Raw -10797213.530882 + Penalty 3713.295599 = -10793500.235283
  nChanged 18
		SP:Iteration 12Q (95331.830000 sec): 3 clusters
  Score: Raw -10797244.624553 + Penalty 3713.295599 = -10793531.328954
  nChanged 10
		SP:Iteration 13Q (95332.580000 sec): 3 clusters
  Score: Raw -10797259.750629 + Penalty 3713.295599 = -10793546.455029
  nChanged 2
		SP:Iteration 14Q (95333.320000 sec): 3 clusters
  Score: Raw -10797263.354242 + Penalty 3713.295599 = -10793550.058643
  nChanged 2
		SP:Iteration 15Q (95334.020000 sec): 3 clusters
  Score: Raw -10797266.580895 + Penalty 3713.295599 = -10793553.285295
  nChanged 1
		SP:Iteration 16Q (95334.720000 sec): 3 clusters
  Score: Raw -10797267.554676 + Penalty 3713.295599 = -10793554.259077
  nChanged 1
		SP:Iteration 17Q (95335.390000 sec): 3 clusters
  Score: Raw -10797272.204285 + Penalty 3713.295599 = -10793558.908686
  nChanged 1
		SP:Iteration 18Q (95336.010000 sec): 3 clusters
  Score: Raw -10797273.140071 + Penalty 3713.295599 = -10793559.844472
  nChanged 1
		SP:Iteration 19Q (95336.660000 sec): 3 clusters
  Score: Raw -10797274.730667 + Penalty 3713.295599 = -10793561.435067
  nChanged 0
		SP:Iteration 20F (95337.350000 sec): 3 clusters
  Score: Raw -10797274.730667 + Penalty 3713.295599 = -10793561.435067
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95337.490000 sec): 2 clusters
  Score: Raw -120172.803228 + Penalty 1173.191832 = -118999.611396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95337.710000 sec): 3 clusters
  Score: Raw -119674.087270 + Penalty 2346.383663 = -117327.703607
  nChanged 446
		SP:Iteration 1F (95337.900000 sec): 3 clusters
  Score: Raw -120088.321375 + Penalty 2346.383663 = -117741.937712
  nChanged 139
		SP:Iteration 2F (95338.100000 sec): 3 clusters
  Score: Raw -120312.261352 + Penalty 2346.383663 = -117965.877689
  nChanged 115
		SP:Iteration 3F (95338.310000 sec): 3 clusters
  Score: Raw -120501.007282 + Penalty 2346.383663 = -118154.623619
  nChanged 79
		SP:Iteration 4F (95338.500000 sec): 3 clusters
  Score: Raw -120609.733999 + Penalty 2346.383663 = -118263.350336
  nChanged 51
		SP:Iteration 5Q (95338.660000 sec): 3 clusters
  Score: Raw -120667.216661 + Penalty 2346.383663 = -118320.832998
  nChanged 33
		SP:Iteration 6Q (95338.870000 sec): 3 clusters
  Score: Raw -120706.038061 + Penalty 2346.383663 = -118359.654398
  nChanged 29
		SP:Iteration 7Q (95338.970000 sec): 3 clusters
  Score: Raw -120741.389952 + Penalty 2346.383663 = -118395.006289
  nChanged 30
		SP:Iteration 8Q (95339.120000 sec): 3 clusters
  Score: Raw -120782.186145 + Penalty 2346.383663 = -118435.802482
  nChanged 25
		SP:Iteration 9Q (95339.270000 sec): 3 clusters
  Score: Raw -120816.916170 + Penalty 2346.383663 = -118470.532507
  nChanged 23
		SP:Iteration 10Q (95339.370000 sec): 3 clusters
  Score: Raw -120852.557224 + Penalty 2346.383663 = -118506.173561
  nChanged 17
		SP:Iteration 11Q (95339.570000 sec): 3 clusters
  Score: Raw -120880.862441 + Penalty 2346.383663 = -118534.478778
  nChanged 19
		SP:Iteration 12Q (95339.710000 sec): 3 clusters
  Score: Raw -120912.021852 + Penalty 2346.383663 = -118565.638189
  nChanged 20
		SP:Iteration 13Q (95339.870000 sec): 3 clusters
  Score: Raw -120945.303918 + Penalty 2346.383663 = -118598.920255
  nChanged 15
		SP:Iteration 14Q (95339.990000 sec): 3 clusters
  Score: Raw -120959.116190 + Penalty 2346.383663 = -118612.732527
  nChanged 12
		SP:Iteration 15Q (95340.150000 sec): 3 clusters
  Score: Raw -120973.430701 + Penalty 2346.383663 = -118627.047038
  nChanged 14
		SP:Iteration 16Q (95340.290000 sec): 3 clusters
  Score: Raw -120993.722229 + Penalty 2346.383663 = -118647.338566
  nChanged 12
		SP:Iteration 17Q (95340.450000 sec): 3 clusters
  Score: Raw -121002.012102 + Penalty 2346.383663 = -118655.628439
  nChanged 9
		SP:Iteration 18Q (95340.610000 sec): 3 clusters
  Score: Raw -121008.808298 + Penalty 2346.383663 = -118662.424635
  nChanged 5
		SP:Iteration 19Q (95340.790000 sec): 3 clusters
  Score: Raw -121011.608457 + Penalty 2346.383663 = -118665.224794
  nChanged 2
		SP:Iteration 20F (95340.990000 sec): 3 clusters
  Score: Raw -121012.598254 + Penalty 2346.383663 = -118666.214591
  nChanged 1
		SP:Iteration 21Q (95341.110000 sec): 3 clusters
  Score: Raw -121014.121000 + Penalty 2346.383663 = -118667.737337
  nChanged 1
		SP:Iteration 22Q (95341.310000 sec): 3 clusters
  Score: Raw -121014.460337 + Penalty 2346.383663 = -118668.076674
  nChanged 0
		SP:Iteration 23F (95341.510000 sec): 3 clusters
  Score: Raw -121014.460337 + Penalty 2346.383663 = -118668.076674
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95341.640000 sec): 2 clusters
  Score: Raw -967915.233159 + Penalty 1475.962776 = -966439.270383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95341.870000 sec): 3 clusters
  Score: Raw -962962.767170 + Penalty 2951.925552 = -960010.841618
  nChanged 3817
		SP:Iteration 1F (95342.070000 sec): 3 clusters
  Score: Raw -965035.752322 + Penalty 2951.925552 = -962083.826770
  nChanged 562
		SP:Iteration 2F (95342.280000 sec): 3 clusters
  Score: Raw -965323.457477 + Penalty 2951.925552 = -962371.531925
  nChanged 476
		SP:Iteration 3F (95342.490000 sec): 3 clusters
  Score: Raw -965543.888090 + Penalty 2951.925552 = -962591.962538
  nChanged 406
		SP:Iteration 4Q (95342.760000 sec): 3 clusters
  Score: Raw -965735.305456 + Penalty 2951.925552 = -962783.379904
  nChanged 363
		SP:Iteration 5Q (95342.970000 sec): 3 clusters
  Score: Raw -965900.285535 + Penalty 2951.925552 = -962948.359983
  nChanged 324
		SP:Iteration 6Q (95343.180000 sec): 3 clusters
  Score: Raw -966029.691093 + Penalty 2951.925552 = -963077.765541
  nChanged 281
		SP:Iteration 7Q (95343.420000 sec): 3 clusters
  Score: Raw -966134.425585 + Penalty 2951.925552 = -963182.500034
  nChanged 245
		SP:Iteration 8Q (95343.610000 sec): 3 clusters
  Score: Raw -966229.606622 + Penalty 2951.925552 = -963277.681070
  nChanged 243
		SP:Iteration 9Q (95343.820000 sec): 3 clusters
  Score: Raw -966319.623098 + Penalty 2951.925552 = -963367.697547
  nChanged 210
		SP:Iteration 10Q (95344.080000 sec): 3 clusters
  Score: Raw -966390.699346 + Penalty 2951.925552 = -963438.773794
  nChanged 202
		SP:Iteration 11Q (95344.270000 sec): 3 clusters
  Score: Raw -966467.087672 + Penalty 2951.925552 = -963515.162120
  nChanged 200
		SP:Iteration 12Q (95344.520000 sec): 3 clusters
  Score: Raw -966543.308012 + Penalty 2951.925552 = -963591.382460
  nChanged 192
		SP:Iteration 13Q (95344.710000 sec): 3 clusters
  Score: Raw -966614.194598 + Penalty 2951.925552 = -963662.269046
  nChanged 191
		SP:Iteration 14Q (95344.910000 sec): 3 clusters
  Score: Raw -966683.050621 + Penalty 2951.925552 = -963731.125069
  nChanged 211
		SP:Iteration 15Q (95345.100000 sec): 3 clusters
  Score: Raw -966772.306647 + Penalty 2951.925552 = -963820.381095
  nChanged 224
		SP:Iteration 16Q (95345.310000 sec): 3 clusters
  Score: Raw -966866.876073 + Penalty 2951.925552 = -963914.950522
  nChanged 214
		SP:Iteration 17Q (95345.440000 sec): 3 clusters
  Score: Raw -966956.465264 + Penalty 2951.925552 = -964004.539713
  nChanged 206
		SP:Iteration 18Q (95345.630000 sec): 3 clusters
  Score: Raw -967050.029498 + Penalty 2951.925552 = -964098.103946
  nChanged 217
		SP:Iteration 19Q (95345.830000 sec): 3 clusters
  Score: Raw -967155.048483 + Penalty 2951.925552 = -964203.122931
  nChanged 231
		SP:Iteration 20F (95346.010000 sec): 3 clusters
  Score: Raw -967267.353506 + Penalty 2951.925552 = -964315.427955
  nChanged 199
		SP:Iteration 21Q (95346.240000 sec): 3 clusters
  Score: Raw -967362.393341 + Penalty 2951.925552 = -964410.467789
  nChanged 167
		SP:Iteration 22Q (95346.440000 sec): 3 clusters
  Score: Raw -967440.322242 + Penalty 2951.925552 = -964488.396690
  nChanged 170
		SP:Iteration 23Q (95346.630000 sec): 3 clusters
  Score: Raw -967521.640923 + Penalty 2951.925552 = -964569.715371
  nChanged 164
		SP:Iteration 24Q (95346.810000 sec): 3 clusters
  Score: Raw -967595.400918 + Penalty 2951.925552 = -964643.475366
  nChanged 147
		SP:Iteration 25Q (95347.040000 sec): 3 clusters
  Score: Raw -967663.280889 + Penalty 2951.925552 = -964711.355337
  nChanged 137
		SP:Iteration 26Q (95347.220000 sec): 3 clusters
  Score: Raw -967731.034632 + Penalty 2951.925552 = -964779.109080
  nChanged 129
		SP:Iteration 27Q (95347.480000 sec): 3 clusters
  Score: Raw -967792.762950 + Penalty 2951.925552 = -964840.837399
  nChanged 110
		SP:Iteration 28Q (95347.720000 sec): 3 clusters
  Score: Raw -967852.133501 + Penalty 2951.925552 = -964900.207950
  nChanged 95
		SP:Iteration 29Q (95347.940000 sec): 3 clusters
  Score: Raw -967902.142697 + Penalty 2951.925552 = -964950.217146
  nChanged 77
		SP:Iteration 30Q (95348.200000 sec): 3 clusters
  Score: Raw -967944.151651 + Penalty 2951.925552 = -964992.226100
  nChanged 71
		SP:Iteration 31Q (95348.440000 sec): 3 clusters
  Score: Raw -967975.302778 + Penalty 2951.925552 = -965023.377226
  nChanged 58
		SP:Iteration 32Q (95348.660000 sec): 3 clusters
  Score: Raw -968010.246680 + Penalty 2951.925552 = -965058.321128
  nChanged 55
		SP:Iteration 33Q (95348.880000 sec): 3 clusters
  Score: Raw -968038.811696 + Penalty 2951.925552 = -965086.886145
  nChanged 44
		SP:Iteration 34Q (95349.050000 sec): 3 clusters
  Score: Raw -968058.152753 + Penalty 2951.925552 = -965106.227201
  nChanged 37
		SP:Iteration 35Q (95349.250000 sec): 3 clusters
  Score: Raw -968077.101302 + Penalty 2951.925552 = -965125.175751
  nChanged 38
		SP:Iteration 36Q (95349.440000 sec): 3 clusters
  Score: Raw -968099.137253 + Penalty 2951.925552 = -965147.211701
  nChanged 36
		SP:Iteration 37Q (95349.700000 sec): 3 clusters
  Score: Raw -968123.492149 + Penalty 2951.925552 = -965171.566598
  nChanged 40
		SP:Iteration 38Q (95349.920000 sec): 3 clusters
  Score: Raw -968159.851095 + Penalty 2951.925552 = -965207.925544
  nChanged 37
		SP:Iteration 39Q (95350.140000 sec): 3 clusters
  Score: Raw -968189.993801 + Penalty 2951.925552 = -965238.068249
  nChanged 33
		SP:Iteration 40F (95350.350000 sec): 3 clusters
  Score: Raw -968211.325967 + Penalty 2951.925552 = -965259.400415
  nChanged 18
		SP:Iteration 41Q (95350.590000 sec): 3 clusters
  Score: Raw -968225.820097 + Penalty 2951.925552 = -965273.894546
  nChanged 17
		SP:Iteration 42Q (95350.820000 sec): 3 clusters
  Score: Raw -968235.280697 + Penalty 2951.925552 = -965283.355145
  nChanged 14
		SP:Iteration 43Q (95351.040000 sec): 3 clusters
  Score: Raw -968241.920662 + Penalty 2951.925552 = -965289.995111
  nChanged 9
		SP:Iteration 44Q (95351.240000 sec): 3 clusters
  Score: Raw -968246.545462 + Penalty 2951.925552 = -965294.619911
  nChanged 7
		SP:Iteration 45Q (95351.460000 sec): 3 clusters
  Score: Raw -968249.916007 + Penalty 2951.925552 = -965297.990455
  nChanged 7
		SP:Iteration 46Q (95351.680000 sec): 3 clusters
  Score: Raw -968252.775542 + Penalty 2951.925552 = -965300.849990
  nChanged 4
		SP:Iteration 47Q (95351.880000 sec): 3 clusters
  Score: Raw -968255.670228 + Penalty 2951.925552 = -965303.744676
  nChanged 8
		SP:Iteration 48Q (95352.090000 sec): 3 clusters
  Score: Raw -968261.475120 + Penalty 2951.925552 = -965309.549568
  nChanged 10
		SP:Iteration 49Q (95352.300000 sec): 3 clusters
  Score: Raw -968267.408408 + Penalty 2951.925552 = -965315.482857
  nChanged 10
		SP:Iteration 50Q (95352.540000 sec): 3 clusters
  Score: Raw -968276.053975 + Penalty 2951.925552 = -965324.128423
  nChanged 8
		SP:Iteration 51Q (95352.750000 sec): 3 clusters
  Score: Raw -968285.028378 + Penalty 2951.925552 = -965333.102826
  nChanged 8
		SP:Iteration 52Q (95352.980000 sec): 3 clusters
  Score: Raw -968289.242537 + Penalty 2951.925552 = -965337.316985
  nChanged 4
		SP:Iteration 53Q (95353.220000 sec): 3 clusters
  Score: Raw -968292.384775 + Penalty 2951.925552 = -965340.459224
  nChanged 4
		SP:Iteration 54Q (95353.430000 sec): 3 clusters
  Score: Raw -968295.986520 + Penalty 2951.925552 = -965344.060968
  nChanged 4
		SP:Iteration 55Q (95353.660000 sec): 3 clusters
  Score: Raw -968300.515970 + Penalty 2951.925552 = -965348.590419
  nChanged 5
		SP:Iteration 56Q (95353.920000 sec): 3 clusters
  Score: Raw -968305.018389 + Penalty 2951.925552 = -965353.092837
  nChanged 5
		SP:Iteration 57Q (95354.150000 sec): 3 clusters
  Score: Raw -968307.308790 + Penalty 2951.925552 = -965355.383239
  nChanged 3
		SP:Iteration 58Q (95354.360000 sec): 3 clusters
  Score: Raw -968308.801818 + Penalty 2951.925552 = -965356.876266
  nChanged 3
		SP:Iteration 59Q (95354.570000 sec): 3 clusters
  Score: Raw -968310.814005 + Penalty 2951.925552 = -965358.888453
  nChanged 2
		SP:Iteration 60F (95354.820000 sec): 3 clusters
  Score: Raw -968311.990957 + Penalty 2951.925552 = -965360.065405
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95354.960000 sec): 2 clusters
  Score: Raw -814806.422817 + Penalty 1450.321506 = -813356.101311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95355.190000 sec): 3 clusters
  Score: Raw -810618.202041 + Penalty 2900.643013 = -807717.559028
  nChanged 3249
		SP:Iteration 1F (95355.400000 sec): 3 clusters
  Score: Raw -812425.589186 + Penalty 2900.643013 = -809524.946173
  nChanged 523
		SP:Iteration 2F (95355.630000 sec): 3 clusters
  Score: Raw -812710.856011 + Penalty 2900.643013 = -809810.212998
  nChanged 437
		SP:Iteration 3F (95355.850000 sec): 3 clusters
  Score: Raw -812951.010630 + Penalty 2900.643013 = -810050.367617
  nChanged 385
		SP:Iteration 4F (95356.050000 sec): 3 clusters
  Score: Raw -813168.616141 + Penalty 2900.643013 = -810267.973128
  nChanged 370
		SP:Iteration 5Q (95356.240000 sec): 3 clusters
  Score: Raw -813370.549000 + Penalty 2900.643013 = -810469.905987
  nChanged 325
		SP:Iteration 6Q (95356.470000 sec): 3 clusters
  Score: Raw -813560.891134 + Penalty 2900.643013 = -810660.248121
  nChanged 317
		SP:Iteration 7Q (95356.740000 sec): 3 clusters
  Score: Raw -813780.070955 + Penalty 2900.643013 = -810879.427943
  nChanged 302
		SP:Iteration 8Q (95356.940000 sec): 3 clusters
  Score: Raw -813995.100720 + Penalty 2900.643013 = -811094.457707
  nChanged 287
		SP:Iteration 9Q (95357.210000 sec): 3 clusters
  Score: Raw -814184.418624 + Penalty 2900.643013 = -811283.775611
  nChanged 254
		SP:Iteration 10Q (95357.460000 sec): 3 clusters
  Score: Raw -814346.408725 + Penalty 2900.643013 = -811445.765712
  nChanged 227
		SP:Iteration 11Q (95357.660000 sec): 3 clusters
  Score: Raw -814469.557639 + Penalty 2900.643013 = -811568.914626
  nChanged 170
		SP:Iteration 12Q (95357.920000 sec): 3 clusters
  Score: Raw -814564.971230 + Penalty 2900.643013 = -811664.328217
  nChanged 160
		SP:Iteration 13Q (95358.160000 sec): 3 clusters
  Score: Raw -814661.498110 + Penalty 2900.643013 = -811760.855097
  nChanged 152
		SP:Iteration 14Q (95358.380000 sec): 3 clusters
  Score: Raw -814741.685782 + Penalty 2900.643013 = -811841.042770
  nChanged 126
		SP:Iteration 15Q (95358.570000 sec): 3 clusters
  Score: Raw -814810.022907 + Penalty 2900.643013 = -811909.379894
  nChanged 93
		SP:Iteration 16Q (95358.750000 sec): 3 clusters
  Score: Raw -814855.537026 + Penalty 2900.643013 = -811954.894013
  nChanged 88
		SP:Iteration 17Q (95358.920000 sec): 3 clusters
  Score: Raw -814887.607582 + Penalty 2900.643013 = -811986.964569
  nChanged 78
		SP:Iteration 18Q (95359.110000 sec): 3 clusters
  Score: Raw -814914.956661 + Penalty 2900.643013 = -812014.313648
  nChanged 56
		SP:Iteration 19Q (95359.290000 sec): 3 clusters
  Score: Raw -814935.707057 + Penalty 2900.643013 = -812035.064044
  nChanged 44
		SP:Iteration 20F (95359.460000 sec): 3 clusters
  Score: Raw -814950.173583 + Penalty 2900.643013 = -812049.530570
  nChanged 31
		SP:Iteration 21Q (95359.640000 sec): 3 clusters
  Score: Raw -814961.683200 + Penalty 2900.643013 = -812061.040187
  nChanged 46
		SP:Iteration 22Q (95359.820000 sec): 3 clusters
  Score: Raw -814979.975099 + Penalty 2900.643013 = -812079.332086
  nChanged 57
		SP:Iteration 23Q (95360.040000 sec): 3 clusters
  Score: Raw -815009.034050 + Penalty 2900.643013 = -812108.391038
  nChanged 48
		SP:Iteration 24Q (95360.270000 sec): 3 clusters
  Score: Raw -815029.128430 + Penalty 2900.643013 = -812128.485417
  nChanged 38
		SP:Iteration 25Q (95360.490000 sec): 3 clusters
  Score: Raw -815040.184280 + Penalty 2900.643013 = -812139.541267
  nChanged 29
		SP:Iteration 26Q (95360.670000 sec): 3 clusters
  Score: Raw -815048.862843 + Penalty 2900.643013 = -812148.219830
  nChanged 27
		SP:Iteration 27Q (95360.890000 sec): 3 clusters
  Score: Raw -815056.824915 + Penalty 2900.643013 = -812156.181902
  nChanged 29
		SP:Iteration 28Q (95361.080000 sec): 3 clusters
  Score: Raw -815065.415410 + Penalty 2900.643013 = -812164.772397
  nChanged 16
		SP:Iteration 29Q (95361.270000 sec): 3 clusters
  Score: Raw -815071.314320 + Penalty 2900.643013 = -812170.671307
  nChanged 19
		SP:Iteration 30Q (95361.500000 sec): 3 clusters
  Score: Raw -815076.068066 + Penalty 2900.643013 = -812175.425053
  nChanged 11
		SP:Iteration 31Q (95361.670000 sec): 3 clusters
  Score: Raw -815078.861438 + Penalty 2900.643013 = -812178.218425
  nChanged 10
		SP:Iteration 32Q (95361.870000 sec): 3 clusters
  Score: Raw -815082.001371 + Penalty 2900.643013 = -812181.358358
  nChanged 15
		SP:Iteration 33Q (95362.100000 sec): 3 clusters
  Score: Raw -815085.908383 + Penalty 2900.643013 = -812185.265370
  nChanged 8
		SP:Iteration 34Q (95362.270000 sec): 3 clusters
  Score: Raw -815088.175909 + Penalty 2900.643013 = -812187.532896
  nChanged 8
		SP:Iteration 35Q (95362.450000 sec): 3 clusters
  Score: Raw -815090.218687 + Penalty 2900.643013 = -812189.575674
  nChanged 9
		SP:Iteration 36Q (95362.680000 sec): 3 clusters
  Score: Raw -815092.266628 + Penalty 2900.643013 = -812191.623615
  nChanged 13
		SP:Iteration 37Q (95362.920000 sec): 3 clusters
  Score: Raw -815096.022800 + Penalty 2900.643013 = -812195.379787
  nChanged 20
		SP:Iteration 38Q (95363.110000 sec): 3 clusters
  Score: Raw -815100.458055 + Penalty 2900.643013 = -812199.815042
  nChanged 15
		SP:Iteration 39Q (95363.310000 sec): 3 clusters
  Score: Raw -815103.534902 + Penalty 2900.643013 = -812202.891890
  nChanged 17
		SP:Iteration 40F (95363.500000 sec): 3 clusters
  Score: Raw -815107.469681 + Penalty 2900.643013 = -812206.826668
  nChanged 13
		SP:Iteration 41Q (95363.700000 sec): 3 clusters
  Score: Raw -815111.101616 + Penalty 2900.643013 = -812210.458603
  nChanged 7
		SP:Iteration 42Q (95363.890000 sec): 3 clusters
  Score: Raw -815112.596000 + Penalty 2900.643013 = -812211.952987
  nChanged 2
		SP:Iteration 43Q (95364.160000 sec): 3 clusters
  Score: Raw -815113.108266 + Penalty 2900.643013 = -812212.465253
  nChanged 2
		SP:Iteration 44Q (95364.330000 sec): 3 clusters
  Score: Raw -815113.716577 + Penalty 2900.643013 = -812213.073564
  nChanged 3
		SP:Iteration 45Q (95364.570000 sec): 3 clusters
  Score: Raw -815114.544665 + Penalty 2900.643013 = -812213.901652
  nChanged 4
		SP:Iteration 46Q (95364.820000 sec): 3 clusters
  Score: Raw -815115.742027 + Penalty 2900.643013 = -812215.099014
  nChanged 7
		SP:Iteration 47Q (95365.010000 sec): 3 clusters
  Score: Raw -815117.365263 + Penalty 2900.643013 = -812216.722250
  nChanged 4
		SP:Iteration 48Q (95365.190000 sec): 3 clusters
  Score: Raw -815117.738809 + Penalty 2900.643013 = -812217.095796
  nChanged 0
		SP:Iteration 49F (95365.430000 sec): 3 clusters
  Score: Raw -815117.738809 + Penalty 2900.643013 = -812217.095796
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (175966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95366.430000 sec): 2 clusters
  Score: Raw -18440030.617660 + Penalty 1962.682487 = -18438067.935173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95367.560000 sec): 3 clusters
  Score: Raw -18323928.985323 + Penalty 3925.364974 = -18320003.620349
  nChanged 85048
		SP:Iteration 1F (95368.670000 sec): 3 clusters
  Score: Raw -18376368.091398 + Penalty 3925.364974 = -18372442.726424
  nChanged 8169
		SP:Iteration 2Q (95369.920000 sec): 3 clusters
  Score: Raw -18379841.321163 + Penalty 3925.364974 = -18375915.956189
  nChanged 9286
		SP:Iteration 3F (95371.050000 sec): 3 clusters
  Score: Raw -18384389.177239 + Penalty 3925.364974 = -18380463.812265
  nChanged 10256
		SP:Iteration 4F (95372.190000 sec): 3 clusters
  Score: Raw -18389933.399634 + Penalty 3925.364974 = -18386008.034660
  nChanged 10860
		SP:Iteration 5F (95373.450000 sec): 3 clusters
  Score: Raw -18396449.661103 + Penalty 3925.364974 = -18392524.296129
  nChanged 10885
		SP:Iteration 6F (95374.470000 sec): 3 clusters
  Score: Raw -18403535.913084 + Penalty 3925.364974 = -18399610.548110
  nChanged 10170
		SP:Iteration 7F (95375.690000 sec): 3 clusters
  Score: Raw -18410059.955691 + Penalty 3925.364974 = -18406134.590717
  nChanged 8703
		SP:Iteration 8Q (95376.840000 sec): 3 clusters
  Score: Raw -18414716.518249 + Penalty 3925.364974 = -18410791.153275
  nChanged 6495
		SP:Iteration 9Q (95378.200000 sec): 3 clusters
  Score: Raw -18417240.667511 + Penalty 3925.364974 = -18413315.302537
  nChanged 4374
		SP:Iteration 10Q (95379.400000 sec): 3 clusters
  Score: Raw -18418468.903877 + Penalty 3925.364974 = -18414543.538903
  nChanged 2930
		SP:Iteration 11Q (95380.630000 sec): 3 clusters
  Score: Raw -18419122.563809 + Penalty 3925.364974 = -18415197.198835
  nChanged 2204
		SP:Iteration 12Q (95381.730000 sec): 3 clusters
  Score: Raw -18419571.630357 + Penalty 3925.364974 = -18415646.265383
  nChanged 1892
		SP:Iteration 13Q (95382.840000 sec): 3 clusters
  Score: Raw -18419961.748021 + Penalty 3925.364974 = -18416036.383047
  nChanged 1906
		SP:Iteration 14Q (95384.070000 sec): 3 clusters
  Score: Raw -18420360.988912 + Penalty 3925.364974 = -18416435.623939
  nChanged 1873
		SP:Iteration 15Q (95385.200000 sec): 3 clusters
  Score: Raw -18420760.552246 + Penalty 3925.364974 = -18416835.187272
  nChanged 1897
		SP:Iteration 16Q (95386.310000 sec): 3 clusters
  Score: Raw -18421178.273657 + Penalty 3925.364974 = -18417252.908683
  nChanged 2028
		SP:Iteration 17Q (95387.500000 sec): 3 clusters
  Score: Raw -18421634.228572 + Penalty 3925.364974 = -18417708.863598
  nChanged 2057
		SP:Iteration 18Q (95388.630000 sec): 3 clusters
  Score: Raw -18422109.177534 + Penalty 3925.364974 = -18418183.812560
  nChanged 2148
		SP:Iteration 19Q (95389.920000 sec): 3 clusters
  Score: Raw -18422611.399691 + Penalty 3925.364974 = -18418686.034717
  nChanged 2174
		SP:Iteration 20F (95391.070000 sec): 3 clusters
  Score: Raw -18423134.975525 + Penalty 3925.364974 = -18419209.610551
  nChanged 2241
		SP:Iteration 21Q (95392.230000 sec): 3 clusters
  Score: Raw -18423706.744979 + Penalty 3925.364974 = -18419781.380005
  nChanged 2323
		SP:Iteration 22Q (95393.420000 sec): 3 clusters
  Score: Raw -18424308.873305 + Penalty 3925.364974 = -18420383.508331
  nChanged 2363
		SP:Iteration 23Q (95394.620000 sec): 3 clusters
  Score: Raw -18424940.205055 + Penalty 3925.364974 = -18421014.840081
  nChanged 2449
		SP:Iteration 24Q (95395.720000 sec): 3 clusters
  Score: Raw -18425622.806107 + Penalty 3925.364974 = -18421697.441133
  nChanged 2526
		SP:Iteration 25Q (95396.860000 sec): 3 clusters
  Score: Raw -18426365.452689 + Penalty 3925.364974 = -18422440.087715
  nChanged 2598
		SP:Iteration 26Q (95397.940000 sec): 3 clusters
  Score: Raw -18427162.220352 + Penalty 3925.364974 = -18423236.855378
  nChanged 2649
		SP:Iteration 27Q (95399.110000 sec): 3 clusters
  Score: Raw -18428011.514275 + Penalty 3925.364974 = -18424086.149301
  nChanged 2675
		SP:Iteration 28Q (95400.200000 sec): 3 clusters
  Score: Raw -18428919.961472 + Penalty 3925.364974 = -18424994.596498
  nChanged 2624
		SP:Iteration 29Q (95401.250000 sec): 3 clusters
  Score: Raw -18429868.936406 + Penalty 3925.364974 = -18425943.571432
  nChanged 2564
		SP:Iteration 30Q (95402.260000 sec): 3 clusters
  Score: Raw -18430832.276872 + Penalty 3925.364974 = -18426906.911898
  nChanged 2453
		SP:Iteration 31Q (95403.280000 sec): 3 clusters
  Score: Raw -18431788.907886 + Penalty 3925.364974 = -18427863.542913
  nChanged 2430
		SP:Iteration 32Q (95404.420000 sec): 3 clusters
  Score: Raw -18432816.956649 + Penalty 3925.364974 = -18428891.591675
  nChanged 2304
		SP:Iteration 33Q (95405.440000 sec): 3 clusters
  Score: Raw -18433842.022177 + Penalty 3925.364974 = -18429916.657203
  nChanged 2219
		SP:Iteration 34Q (95406.500000 sec): 3 clusters
  Score: Raw -18434889.131264 + Penalty 3925.364974 = -18430963.766290
  nChanged 2044
		SP:Iteration 35Q (95407.810000 sec): 3 clusters
  Score: Raw -18435890.022997 + Penalty 3925.364974 = -18431964.658023
  nChanged 1862
		SP:Iteration 36Q (95408.920000 sec): 3 clusters
  Score: Raw -18436846.716276 + Penalty 3925.364974 = -18432921.351302
  nChanged 1638
		SP:Iteration 37Q (95410.050000 sec): 3 clusters
  Score: Raw -18437666.348320 + Penalty 3925.364974 = -18433740.983346
  nChanged 1317
		SP:Iteration 38Q (95411.160000 sec): 3 clusters
  Score: Raw -18438349.003448 + Penalty 3925.364974 = -18434423.638474
  nChanged 1113
		SP:Iteration 39Q (95412.190000 sec): 3 clusters
  Score: Raw -18438900.946906 + Penalty 3925.364974 = -18434975.581932
  nChanged 897
		SP:Iteration 40F (95413.260000 sec): 3 clusters
  Score: Raw -18439362.066679 + Penalty 3925.364974 = -18435436.701705
  nChanged 731
		SP:Iteration 41Q (95414.250000 sec): 3 clusters
  Score: Raw -18439724.066397 + Penalty 3925.364974 = -18435798.701423
  nChanged 568
		SP:Iteration 42Q (95415.220000 sec): 3 clusters
  Score: Raw -18440003.013899 + Penalty 3925.364974 = -18436077.648925
  nChanged 495
		SP:Iteration 43Q (95416.150000 sec): 3 clusters
  Score: Raw -18440234.359537 + Penalty 3925.364974 = -18436308.994563
  nChanged 408
		SP:Iteration 44Q (95417.080000 sec): 3 clusters
  Score: Raw -18440433.476026 + Penalty 3925.364974 = -18436508.111052
  nChanged 347
		SP:Iteration 45Q (95418.050000 sec): 3 clusters
  Score: Raw -18440591.441097 + Penalty 3925.364974 = -18436666.076123
  nChanged 276
		SP:Iteration 46Q (95419.140000 sec): 3 clusters
  Score: Raw -18440714.363445 + Penalty 3925.364974 = -18436788.998471
  nChanged 209
		SP:Iteration 47Q (95420.280000 sec): 3 clusters
  Score: Raw -18440794.617418 + Penalty 3925.364974 = -18436869.252444
  nChanged 163
		SP:Iteration 48Q (95421.420000 sec): 3 clusters
  Score: Raw -18440850.438418 + Penalty 3925.364974 = -18436925.073444
  nChanged 141
		SP:Iteration 49Q (95422.520000 sec): 3 clusters
  Score: Raw -18440902.321730 + Penalty 3925.364974 = -18436976.956757
  nChanged 111
		SP:Iteration 50Q (95423.680000 sec): 3 clusters
  Score: Raw -18440939.724173 + Penalty 3925.364974 = -18437014.359200
  nChanged 95
		SP:Iteration 51Q (95424.700000 sec): 3 clusters
  Score: Raw -18440974.814740 + Penalty 3925.364974 = -18437049.449766
  nChanged 82
		SP:Iteration 52Q (95425.810000 sec): 3 clusters
  Score: Raw -18440999.783889 + Penalty 3925.364974 = -18437074.418915
  nChanged 77
		SP:Iteration 53Q (95426.840000 sec): 3 clusters
  Score: Raw -18441023.878905 + Penalty 3925.364974 = -18437098.513931
  nChanged 81
		SP:Iteration 54Q (95427.960000 sec): 3 clusters
  Score: Raw -18441046.109244 + Penalty 3925.364974 = -18437120.744270
  nChanged 67
		SP:Iteration 55Q (95429.050000 sec): 3 clusters
  Score: Raw -18441062.410241 + Penalty 3925.364974 = -18437137.045267
  nChanged 41
		SP:Iteration 56Q (95430.030000 sec): 3 clusters
  Score: Raw -18441072.402737 + Penalty 3925.364974 = -18437147.037764
  nChanged 44
		SP:Iteration 57Q (95431.120000 sec): 3 clusters
  Score: Raw -18441083.518081 + Penalty 3925.364974 = -18437158.153108
  nChanged 35
		SP:Iteration 58Q (95432.090000 sec): 3 clusters
  Score: Raw -18441092.452835 + Penalty 3925.364974 = -18437167.087861
  nChanged 27
		SP:Iteration 59Q (95433.020000 sec): 3 clusters
  Score: Raw -18441099.147793 + Penalty 3925.364974 = -18437173.782819
  nChanged 23
		SP:Iteration 60F (95434.070000 sec): 3 clusters
  Score: Raw -18441105.746534 + Penalty 3925.364974 = -18437180.381560
  nChanged 30
		SP:Iteration 61Q (95435.010000 sec): 3 clusters
  Score: Raw -18441114.224464 + Penalty 3925.364974 = -18437188.859490
  nChanged 33
		SP:Iteration 62Q (95435.970000 sec): 3 clusters
  Score: Raw -18441121.574636 + Penalty 3925.364974 = -18437196.209663
  nChanged 25
		SP:Iteration 63Q (95436.940000 sec): 3 clusters
  Score: Raw -18441127.791343 + Penalty 3925.364974 = -18437202.426369
  nChanged 22
		SP:Iteration 64Q (95437.790000 sec): 3 clusters
  Score: Raw -18441132.134806 + Penalty 3925.364974 = -18437206.769832
  nChanged 24
		SP:Iteration 65Q (95438.760000 sec): 3 clusters
  Score: Raw -18441136.315289 + Penalty 3925.364974 = -18437210.950315
  nChanged 11
		SP:Iteration 66Q (95439.800000 sec): 3 clusters
  Score: Raw -18441138.109413 + Penalty 3925.364974 = -18437212.744439
  nChanged 11
		SP:Iteration 67Q (95440.700000 sec): 3 clusters
  Score: Raw -18441140.299374 + Penalty 3925.364974 = -18437214.934400
  nChanged 8
		SP:Iteration 68Q (95441.610000 sec): 3 clusters
  Score: Raw -18441141.646636 + Penalty 3925.364974 = -18437216.281662
  nChanged 11
		SP:Iteration 69Q (95442.620000 sec): 3 clusters
  Score: Raw -18441143.316618 + Penalty 3925.364974 = -18437217.951644
  nChanged 8
		SP:Iteration 70Q (95443.670000 sec): 3 clusters
  Score: Raw -18441144.861290 + Penalty 3925.364974 = -18437219.496316
  nChanged 9
		SP:Iteration 71Q (95444.680000 sec): 3 clusters
  Score: Raw -18441146.381384 + Penalty 3925.364974 = -18437221.016410
  nChanged 7
		SP:Iteration 72Q (95445.570000 sec): 3 clusters
  Score: Raw -18441147.645760 + Penalty 3925.364974 = -18437222.280786
  nChanged 6
		SP:Iteration 73Q (95446.580000 sec): 3 clusters
  Score: Raw -18441148.628067 + Penalty 3925.364974 = -18437223.263093
  nChanged 5
		SP:Iteration 74Q (95447.580000 sec): 3 clusters
  Score: Raw -18441149.819599 + Penalty 3925.364974 = -18437224.454625
  nChanged 4
		SP:Iteration 75Q (95448.570000 sec): 3 clusters
  Score: Raw -18441150.655679 + Penalty 3925.364974 = -18437225.290706
  nChanged 4
		SP:Iteration 76Q (95449.510000 sec): 3 clusters
  Score: Raw -18441151.189571 + Penalty 3925.364974 = -18437225.824597
  nChanged 3
		SP:Iteration 77Q (95450.420000 sec): 3 clusters
  Score: Raw -18441151.765896 + Penalty 3925.364974 = -18437226.400922
  nChanged 3
		SP:Iteration 78Q (95451.400000 sec): 3 clusters
  Score: Raw -18441152.243361 + Penalty 3925.364974 = -18437226.878387
  nChanged 3
		SP:Iteration 79Q (95452.450000 sec): 3 clusters
  Score: Raw -18441152.610651 + Penalty 3925.364974 = -18437227.245677
  nChanged 0
		SP:Iteration 80F (95453.550000 sec): 3 clusters
  Score: Raw -18441152.610651 + Penalty 3925.364974 = -18437227.245677
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (13082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95453.740000 sec): 2 clusters
  Score: Raw -1435237.161474 + Penalty 1540.336284 = -1433696.825189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95454.020000 sec): 3 clusters
  Score: Raw -1427647.810527 + Penalty 3080.672569 = -1424567.137959
  nChanged 5757
		SP:Iteration 1F (95454.280000 sec): 3 clusters
  Score: Raw -1430958.459893 + Penalty 3080.672569 = -1427877.787324
  nChanged 814
		SP:Iteration 2F (95454.500000 sec): 3 clusters
  Score: Raw -1431387.082994 + Penalty 3080.672569 = -1428306.410425
  nChanged 802
		SP:Iteration 3F (95454.800000 sec): 3 clusters
  Score: Raw -1431843.862929 + Penalty 3080.672569 = -1428763.190361
  nChanged 737
		SP:Iteration 4F (95455.090000 sec): 3 clusters
  Score: Raw -1432289.869486 + Penalty 3080.672569 = -1429209.196917
  nChanged 691
		SP:Iteration 5F (95455.310000 sec): 3 clusters
  Score: Raw -1432714.329661 + Penalty 3080.672569 = -1429633.657092
  nChanged 686
		SP:Iteration 6F (95455.550000 sec): 3 clusters
  Score: Raw -1433143.714439 + Penalty 3080.672569 = -1430063.041871
  nChanged 616
		SP:Iteration 7Q (95455.860000 sec): 3 clusters
  Score: Raw -1433505.628944 + Penalty 3080.672569 = -1430424.956375
  nChanged 532
		SP:Iteration 8Q (95456.190000 sec): 3 clusters
  Score: Raw -1433778.152376 + Penalty 3080.672569 = -1430697.479808
  nChanged 472
		SP:Iteration 9Q (95456.440000 sec): 3 clusters
  Score: Raw -1433959.322463 + Penalty 3080.672569 = -1430878.649894
  nChanged 305
		SP:Iteration 10Q (95456.710000 sec): 3 clusters
  Score: Raw -1434049.749658 + Penalty 3080.672569 = -1430969.077090
  nChanged 228
		SP:Iteration 11Q (95456.990000 sec): 3 clusters
  Score: Raw -1434100.280674 + Penalty 3080.672569 = -1431019.608106
  nChanged 155
		SP:Iteration 12Q (95457.210000 sec): 3 clusters
  Score: Raw -1434130.664680 + Penalty 3080.672569 = -1431049.992112
  nChanged 124
		SP:Iteration 13Q (95457.520000 sec): 3 clusters
  Score: Raw -1434154.929982 + Penalty 3080.672569 = -1431074.257413
  nChanged 116
		SP:Iteration 14Q (95457.750000 sec): 3 clusters
  Score: Raw -1434176.844417 + Penalty 3080.672569 = -1431096.171849
  nChanged 95
		SP:Iteration 15Q (95458.100000 sec): 3 clusters
  Score: Raw -1434193.986615 + Penalty 3080.672569 = -1431113.314047
  nChanged 87
		SP:Iteration 16Q (95458.390000 sec): 3 clusters
  Score: Raw -1434206.275054 + Penalty 3080.672569 = -1431125.602485
  nChanged 65
		SP:Iteration 17Q (95458.680000 sec): 3 clusters
  Score: Raw -1434213.727563 + Penalty 3080.672569 = -1431133.054994
  nChanged 52
		SP:Iteration 18Q (95458.980000 sec): 3 clusters
  Score: Raw -1434220.918071 + Penalty 3080.672569 = -1431140.245502
  nChanged 58
		SP:Iteration 19Q (95459.240000 sec): 3 clusters
  Score: Raw -1434229.332134 + Penalty 3080.672569 = -1431148.659565
  nChanged 54
		SP:Iteration 20F (95459.520000 sec): 3 clusters
  Score: Raw -1434236.168646 + Penalty 3080.672569 = -1431155.496077
  nChanged 51
		SP:Iteration 21Q (95459.770000 sec): 3 clusters
  Score: Raw -1434243.060989 + Penalty 3080.672569 = -1431162.388421
  nChanged 45
		SP:Iteration 22Q (95460.090000 sec): 3 clusters
  Score: Raw -1434249.151714 + Penalty 3080.672569 = -1431168.479145
  nChanged 52
		SP:Iteration 23Q (95460.350000 sec): 3 clusters
  Score: Raw -1434257.171040 + Penalty 3080.672569 = -1431176.498471
  nChanged 52
		SP:Iteration 24Q (95460.670000 sec): 3 clusters
  Score: Raw -1434265.632818 + Penalty 3080.672569 = -1431184.960249
  nChanged 58
		SP:Iteration 25Q (95460.920000 sec): 3 clusters
  Score: Raw -1434274.219005 + Penalty 3080.672569 = -1431193.546436
  nChanged 55
		SP:Iteration 26Q (95461.220000 sec): 3 clusters
  Score: Raw -1434282.651282 + Penalty 3080.672569 = -1431201.978714
  nChanged 61
		SP:Iteration 27Q (95461.550000 sec): 3 clusters
  Score: Raw -1434292.855156 + Penalty 3080.672569 = -1431212.182588
  nChanged 71
		SP:Iteration 28Q (95461.890000 sec): 3 clusters
  Score: Raw -1434306.157065 + Penalty 3080.672569 = -1431225.484497
  nChanged 80
		SP:Iteration 29Q (95462.150000 sec): 3 clusters
  Score: Raw -1434321.957160 + Penalty 3080.672569 = -1431241.284591
  nChanged 77
		SP:Iteration 30Q (95462.390000 sec): 3 clusters
  Score: Raw -1434337.940713 + Penalty 3080.672569 = -1431257.268145
  nChanged 87
		SP:Iteration 31Q (95462.680000 sec): 3 clusters
  Score: Raw -1434352.957478 + Penalty 3080.672569 = -1431272.284910
  nChanged 86
		SP:Iteration 32Q (95462.940000 sec): 3 clusters
  Score: Raw -1434366.824188 + Penalty 3080.672569 = -1431286.151619
  nChanged 70
		SP:Iteration 33Q (95463.180000 sec): 3 clusters
  Score: Raw -1434380.260448 + Penalty 3080.672569 = -1431299.587880
  nChanged 86
		SP:Iteration 34Q (95463.480000 sec): 3 clusters
  Score: Raw -1434398.218226 + Penalty 3080.672569 = -1431317.545657
  nChanged 82
		SP:Iteration 35Q (95463.710000 sec): 3 clusters
  Score: Raw -1434412.419419 + Penalty 3080.672569 = -1431331.746851
  nChanged 70
		SP:Iteration 36Q (95464.000000 sec): 3 clusters
  Score: Raw -1434425.762266 + Penalty 3080.672569 = -1431345.089697
  nChanged 78
		SP:Iteration 37Q (95464.280000 sec): 3 clusters
  Score: Raw -1434441.623097 + Penalty 3080.672569 = -1431360.950529
  nChanged 79
		SP:Iteration 38Q (95464.570000 sec): 3 clusters
  Score: Raw -1434461.246678 + Penalty 3080.672569 = -1431380.574110
  nChanged 108
		SP:Iteration 39Q (95464.840000 sec): 3 clusters
  Score: Raw -1434487.722241 + Penalty 3080.672569 = -1431407.049672
  nChanged 111
		SP:Iteration 40F (95465.160000 sec): 3 clusters
  Score: Raw -1434517.636145 + Penalty 3080.672569 = -1431436.963577
  nChanged 117
		SP:Iteration 41Q (95465.480000 sec): 3 clusters
  Score: Raw -1434549.351404 + Penalty 3080.672569 = -1431468.678836
  nChanged 140
		SP:Iteration 42Q (95465.770000 sec): 3 clusters
  Score: Raw -1434593.411781 + Penalty 3080.672569 = -1431512.739213
  nChanged 151
		SP:Iteration 43Q (95466.020000 sec): 3 clusters
  Score: Raw -1434645.333691 + Penalty 3080.672569 = -1431564.661122
  nChanged 176
		SP:Iteration 44Q (95466.340000 sec): 3 clusters
  Score: Raw -1434705.506804 + Penalty 3080.672569 = -1431624.834236
  nChanged 184
		SP:Iteration 45Q (95466.650000 sec): 3 clusters
  Score: Raw -1434769.227716 + Penalty 3080.672569 = -1431688.555148
  nChanged 193
		SP:Iteration 46Q (95466.950000 sec): 3 clusters
  Score: Raw -1434832.880403 + Penalty 3080.672569 = -1431752.207834
  nChanged 176
		SP:Iteration 47Q (95467.240000 sec): 3 clusters
  Score: Raw -1434896.606622 + Penalty 3080.672569 = -1431815.934054
  nChanged 172
		SP:Iteration 48Q (95467.460000 sec): 3 clusters
  Score: Raw -1434952.680161 + Penalty 3080.672569 = -1431872.007592
  nChanged 153
		SP:Iteration 49Q (95467.690000 sec): 3 clusters
  Score: Raw -1435003.541224 + Penalty 3080.672569 = -1431922.868655
  nChanged 157
		SP:Iteration 50Q (95467.960000 sec): 3 clusters
  Score: Raw -1435057.574386 + Penalty 3080.672569 = -1431976.901818
  nChanged 147
		SP:Iteration 51Q (95468.260000 sec): 3 clusters
  Score: Raw -1435107.134607 + Penalty 3080.672569 = -1432026.462038
  nChanged 127
		SP:Iteration 52Q (95468.570000 sec): 3 clusters
  Score: Raw -1435149.017041 + Penalty 3080.672569 = -1432068.344472
  nChanged 127
		SP:Iteration 53Q (95468.780000 sec): 3 clusters
  Score: Raw -1435184.830719 + Penalty 3080.672569 = -1432104.158151
  nChanged 104
		SP:Iteration 54Q (95469.060000 sec): 3 clusters
  Score: Raw -1435214.431086 + Penalty 3080.672569 = -1432133.758518
  nChanged 120
		SP:Iteration 55Q (95469.290000 sec): 3 clusters
  Score: Raw -1435245.919779 + Penalty 3080.672569 = -1432165.247210
  nChanged 88
		SP:Iteration 56Q (95469.580000 sec): 3 clusters
  Score: Raw -1435266.917401 + Penalty 3080.672569 = -1432186.244832
  nChanged 71
		SP:Iteration 57Q (95469.900000 sec): 3 clusters
  Score: Raw -1435281.611538 + Penalty 3080.672569 = -1432200.938970
  nChanged 71
		SP:Iteration 58Q (95470.190000 sec): 3 clusters
  Score: Raw -1435297.713584 + Penalty 3080.672569 = -1432217.041016
  nChanged 69
		SP:Iteration 59Q (95470.410000 sec): 3 clusters
  Score: Raw -1435312.646578 + Penalty 3080.672569 = -1432231.974009
  nChanged 55
		SP:Iteration 60F (95470.740000 sec): 3 clusters
  Score: Raw -1435322.432214 + Penalty 3080.672569 = -1432241.759646
  nChanged 50
		SP:Iteration 61Q (95470.960000 sec): 3 clusters
  Score: Raw -1435333.366789 + Penalty 3080.672569 = -1432252.694220
  nChanged 62
		SP:Iteration 62Q (95471.270000 sec): 3 clusters
  Score: Raw -1435345.923087 + Penalty 3080.672569 = -1432265.250518
  nChanged 50
		SP:Iteration 63Q (95471.500000 sec): 3 clusters
  Score: Raw -1435356.240024 + Penalty 3080.672569 = -1432275.567455
  nChanged 47
		SP:Iteration 64Q (95471.840000 sec): 3 clusters
  Score: Raw -1435364.186586 + Penalty 3080.672569 = -1432283.514017
  nChanged 34
		SP:Iteration 65Q (95472.180000 sec): 3 clusters
  Score: Raw -1435369.363082 + Penalty 3080.672569 = -1432288.690514
  nChanged 33
		SP:Iteration 66Q (95472.410000 sec): 3 clusters
  Score: Raw -1435375.322860 + Penalty 3080.672569 = -1432294.650292
  nChanged 38
		SP:Iteration 67Q (95472.680000 sec): 3 clusters
  Score: Raw -1435382.398032 + Penalty 3080.672569 = -1432301.725463
  nChanged 40
		SP:Iteration 68Q (95473.030000 sec): 3 clusters
  Score: Raw -1435390.334038 + Penalty 3080.672569 = -1432309.661470
  nChanged 43
		SP:Iteration 69Q (95473.290000 sec): 3 clusters
  Score: Raw -1435398.672721 + Penalty 3080.672569 = -1432318.000152
  nChanged 34
		SP:Iteration 70Q (95473.530000 sec): 3 clusters
  Score: Raw -1435404.129812 + Penalty 3080.672569 = -1432323.457243
  nChanged 29
		SP:Iteration 71Q (95473.770000 sec): 3 clusters
  Score: Raw -1435408.575645 + Penalty 3080.672569 = -1432327.903076
  nChanged 28
		SP:Iteration 72Q (95474.050000 sec): 3 clusters
  Score: Raw -1435412.837182 + Penalty 3080.672569 = -1432332.164614
  nChanged 26
		SP:Iteration 73Q (95474.360000 sec): 3 clusters
  Score: Raw -1435416.616049 + Penalty 3080.672569 = -1432335.943481
  nChanged 19
		SP:Iteration 74Q (95474.560000 sec): 3 clusters
  Score: Raw -1435419.951915 + Penalty 3080.672569 = -1432339.279346
  nChanged 17
		SP:Iteration 75Q (95474.860000 sec): 3 clusters
  Score: Raw -1435422.597889 + Penalty 3080.672569 = -1432341.925320
  nChanged 12
		SP:Iteration 76Q (95475.120000 sec): 3 clusters
  Score: Raw -1435424.301048 + Penalty 3080.672569 = -1432343.628479
  nChanged 14
		SP:Iteration 77Q (95475.350000 sec): 3 clusters
  Score: Raw -1435427.981038 + Penalty 3080.672569 = -1432347.308470
  nChanged 24
		SP:Iteration 78Q (95475.640000 sec): 3 clusters
  Score: Raw -1435432.618975 + Penalty 3080.672569 = -1432351.946406
  nChanged 27
		SP:Iteration 79Q (95475.900000 sec): 3 clusters
  Score: Raw -1435437.431132 + Penalty 3080.672569 = -1432356.758563
  nChanged 25
		SP:Iteration 80F (95476.180000 sec): 3 clusters
  Score: Raw -1435442.327436 + Penalty 3080.672569 = -1432361.654868
  nChanged 23
		SP:Iteration 81Q (95476.480000 sec): 3 clusters
  Score: Raw -1435446.901245 + Penalty 3080.672569 = -1432366.228676
  nChanged 22
		SP:Iteration 82Q (95476.800000 sec): 3 clusters
  Score: Raw -1435451.012125 + Penalty 3080.672569 = -1432370.339556
  nChanged 19
		SP:Iteration 83Q (95477.020000 sec): 3 clusters
  Score: Raw -1435454.667088 + Penalty 3080.672569 = -1432373.994520
  nChanged 19
		SP:Iteration 84Q (95477.370000 sec): 3 clusters
  Score: Raw -1435459.103972 + Penalty 3080.672569 = -1432378.431403
  nChanged 29
		SP:Iteration 85Q (95477.650000 sec): 3 clusters
  Score: Raw -1435467.065150 + Penalty 3080.672569 = -1432386.392581
  nChanged 36
		SP:Iteration 86Q (95477.940000 sec): 3 clusters
  Score: Raw -1435475.938365 + Penalty 3080.672569 = -1432395.265796
  nChanged 42
		SP:Iteration 87Q (95478.180000 sec): 3 clusters
  Score: Raw -1435486.383146 + Penalty 3080.672569 = -1432405.710578
  nChanged 34
		SP:Iteration 88Q (95478.460000 sec): 3 clusters
  Score: Raw -1435493.301064 + Penalty 3080.672569 = -1432412.628495
  nChanged 36
		SP:Iteration 89Q (95478.770000 sec): 3 clusters
  Score: Raw -1435500.576871 + Penalty 3080.672569 = -1432419.904302
  nChanged 36
		SP:Iteration 90Q (95479.140000 sec): 3 clusters
  Score: Raw -1435507.535792 + Penalty 3080.672569 = -1432426.863223
  nChanged 29
		SP:Iteration 91Q (95479.400000 sec): 3 clusters
  Score: Raw -1435513.135693 + Penalty 3080.672569 = -1432432.463124
  nChanged 32
		SP:Iteration 92Q (95479.700000 sec): 3 clusters
  Score: Raw -1435518.868878 + Penalty 3080.672569 = -1432438.196310
  nChanged 26
		SP:Iteration 93Q (95480.030000 sec): 3 clusters
  Score: Raw -1435524.551325 + Penalty 3080.672569 = -1432443.878756
  nChanged 24
		SP:Iteration 94Q (95480.300000 sec): 3 clusters
  Score: Raw -1435529.817727 + Penalty 3080.672569 = -1432449.145159
  nChanged 19
		SP:Iteration 95Q (95480.650000 sec): 3 clusters
  Score: Raw -1435535.393050 + Penalty 3080.672569 = -1432454.720482
  nChanged 24
		SP:Iteration 96Q (95480.880000 sec): 3 clusters
  Score: Raw -1435541.005050 + Penalty 3080.672569 = -1432460.332481
  nChanged 24
		SP:Iteration 97Q (95481.130000 sec): 3 clusters
  Score: Raw -1435546.981972 + Penalty 3080.672569 = -1432466.309403
  nChanged 30
		SP:Iteration 98Q (95481.450000 sec): 3 clusters
  Score: Raw -1435554.621108 + Penalty 3080.672569 = -1432473.948539
  nChanged 28
		SP:Iteration 99Q (95481.680000 sec): 3 clusters
  Score: Raw -1435561.192203 + Penalty 3080.672569 = -1432480.519635
  nChanged 24
		SP:Iteration 100F (95482.010000 sec): 3 clusters
  Score: Raw -1435565.235143 + Penalty 3080.672569 = -1432484.562575
  nChanged 19
		SP:Iteration 101Q (95482.250000 sec): 3 clusters
  Score: Raw -1435568.722818 + Penalty 3080.672569 = -1432488.050249
  nChanged 16
		SP:Iteration 102Q (95482.560000 sec): 3 clusters
  Score: Raw -1435571.244336 + Penalty 3080.672569 = -1432490.571767
  nChanged 13
		SP:Iteration 103Q (95482.920000 sec): 3 clusters
  Score: Raw -1435573.119283 + Penalty 3080.672569 = -1432492.446715
  nChanged 3
		SP:Iteration 104Q (95483.270000 sec): 3 clusters
  Score: Raw -1435573.531717 + Penalty 3080.672569 = -1432492.859149
  nChanged 3
		SP:Iteration 105Q (95483.580000 sec): 3 clusters
  Score: Raw -1435573.825788 + Penalty 3080.672569 = -1432493.153219
  nChanged 2
		SP:Iteration 106Q (95483.830000 sec): 3 clusters
  Score: Raw -1435573.910523 + Penalty 3080.672569 = -1432493.237954
  nChanged 1
		SP:Iteration 107Q (95484.080000 sec): 3 clusters
  Score: Raw -1435574.028677 + Penalty 3080.672569 = -1432493.356108
  nChanged 1
		SP:Iteration 108Q (95484.390000 sec): 3 clusters
  Score: Raw -1435574.310113 + Penalty 3080.672569 = -1432493.637544
  nChanged 3
		SP:Iteration 109Q (95484.680000 sec): 3 clusters
  Score: Raw -1435574.899517 + Penalty 3080.672569 = -1432494.226949
  nChanged 2
		SP:Iteration 110Q (95484.960000 sec): 3 clusters
  Score: Raw -1435575.499444 + Penalty 3080.672569 = -1432494.826876
  nChanged 6
		SP:Iteration 111Q (95485.230000 sec): 3 clusters
  Score: Raw -1435576.714231 + Penalty 3080.672569 = -1432496.041663
  nChanged 1
		SP:Iteration 112Q (95485.580000 sec): 3 clusters
  Score: Raw -1435577.025520 + Penalty 3080.672569 = -1432496.352952
  nChanged 3
		SP:Iteration 113Q (95485.820000 sec): 3 clusters
  Score: Raw -1435577.463813 + Penalty 3080.672569 = -1432496.791244
  nChanged 3
		SP:Iteration 114Q (95486.110000 sec): 3 clusters
  Score: Raw -1435577.768496 + Penalty 3080.672569 = -1432497.095928
  nChanged 3
		SP:Iteration 115Q (95486.370000 sec): 3 clusters
  Score: Raw -1435578.582968 + Penalty 3080.672569 = -1432497.910399
  nChanged 5
		SP:Iteration 116Q (95486.630000 sec): 3 clusters
  Score: Raw -1435579.728498 + Penalty 3080.672569 = -1432499.055929
  nChanged 6
		SP:Iteration 117Q (95486.900000 sec): 3 clusters
  Score: Raw -1435580.849803 + Penalty 3080.672569 = -1432500.177234
  nChanged 7
		SP:Iteration 118Q (95487.220000 sec): 3 clusters
  Score: Raw -1435581.882450 + Penalty 3080.672569 = -1432501.209881
  nChanged 5
		SP:Iteration 119Q (95487.520000 sec): 3 clusters
  Score: Raw -1435582.514056 + Penalty 3080.672569 = -1432501.841488
  nChanged 2
		SP:Iteration 120F (95487.790000 sec): 3 clusters
  Score: Raw -1435582.678713 + Penalty 3080.672569 = -1432502.006144
  nChanged 3
		SP:Iteration 121Q (95488.060000 sec): 3 clusters
  Score: Raw -1435583.339619 + Penalty 3080.672569 = -1432502.667051
  nChanged 7
		SP:Iteration 122Q (95488.310000 sec): 3 clusters
  Score: Raw -1435584.356200 + Penalty 3080.672569 = -1432503.683632
  nChanged 5
		SP:Iteration 123Q (95488.600000 sec): 3 clusters
  Score: Raw -1435585.650452 + Penalty 3080.672569 = -1432504.977883
  nChanged 6
		SP:Iteration 124Q (95488.890000 sec): 3 clusters
  Score: Raw -1435586.682643 + Penalty 3080.672569 = -1432506.010074
  nChanged 7
		SP:Iteration 125Q (95489.170000 sec): 3 clusters
  Score: Raw -1435587.722016 + Penalty 3080.672569 = -1432507.049447
  nChanged 3
		SP:Iteration 126Q (95489.490000 sec): 3 clusters
  Score: Raw -1435588.002858 + Penalty 3080.672569 = -1432507.330289
  nChanged 1
		SP:Iteration 127Q (95489.750000 sec): 3 clusters
  Score: Raw -1435588.144084 + Penalty 3080.672569 = -1432507.471515
  nChanged 1
		SP:Iteration 128Q (95489.980000 sec): 3 clusters
  Score: Raw -1435588.196158 + Penalty 3080.672569 = -1432507.523589
  nChanged 0
		SP:Iteration 129F (95490.250000 sec): 3 clusters
  Score: Raw -1435588.196158 + Penalty 3080.672569 = -1432507.523589
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (47819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95490.610000 sec): 2 clusters
  Score: Raw -5253133.547229 + Penalty 1750.966478 = -5251382.580750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95491.010000 sec): 3 clusters
  Score: Raw -5222870.769967 + Penalty 3501.932957 = -5219368.837010
  nChanged 22382
		SP:Iteration 1F (95491.490000 sec): 3 clusters
  Score: Raw -5236000.942159 + Penalty 3501.932957 = -5232499.009202
  nChanged 2371
		SP:Iteration 2Q (95491.950000 sec): 3 clusters
  Score: Raw -5236895.674277 + Penalty 3501.932957 = -5233393.741320
  nChanged 2460
		SP:Iteration 3F (95492.410000 sec): 3 clusters
  Score: Raw -5237907.149372 + Penalty 3501.932957 = -5234405.216415
  nChanged 2483
		SP:Iteration 4F (95492.760000 sec): 3 clusters
  Score: Raw -5239084.561216 + Penalty 3501.932957 = -5235582.628259
  nChanged 2634
		SP:Iteration 5F (95493.250000 sec): 3 clusters
  Score: Raw -5240546.540862 + Penalty 3501.932957 = -5237044.607905
  nChanged 2787
		SP:Iteration 6F (95493.720000 sec): 3 clusters
  Score: Raw -5242278.758345 + Penalty 3501.932957 = -5238776.825388
  nChanged 2812
		SP:Iteration 7F (95494.110000 sec): 3 clusters
  Score: Raw -5244251.807561 + Penalty 3501.932957 = -5240749.874604
  nChanged 2678
		SP:Iteration 8F (95494.580000 sec): 3 clusters
  Score: Raw -5246125.216892 + Penalty 3501.932957 = -5242623.283935
  nChanged 2200
		SP:Iteration 9Q (95495.030000 sec): 3 clusters
  Score: Raw -5247650.385594 + Penalty 3501.932957 = -5244148.452637
  nChanged 1858
		SP:Iteration 10Q (95495.530000 sec): 3 clusters
  Score: Raw -5248854.480166 + Penalty 3501.932957 = -5245352.547209
  nChanged 1482
		SP:Iteration 11Q (95495.970000 sec): 3 clusters
  Score: Raw -5249750.513518 + Penalty 3501.932957 = -5246248.580561
  nChanged 1235
		SP:Iteration 12Q (95496.330000 sec): 3 clusters
  Score: Raw -5250431.571976 + Penalty 3501.932957 = -5246929.639019
  nChanged 1014
		SP:Iteration 13Q (95496.790000 sec): 3 clusters
  Score: Raw -5250968.306727 + Penalty 3501.932957 = -5247466.373770
  nChanged 872
		SP:Iteration 14Q (95497.260000 sec): 3 clusters
  Score: Raw -5251441.205176 + Penalty 3501.932957 = -5247939.272219
  nChanged 767
		SP:Iteration 15Q (95497.690000 sec): 3 clusters
  Score: Raw -5251829.126364 + Penalty 3501.932957 = -5248327.193407
  nChanged 627
		SP:Iteration 16Q (95498.180000 sec): 3 clusters
  Score: Raw -5252149.695866 + Penalty 3501.932957 = -5248647.762909
  nChanged 575
		SP:Iteration 17Q (95498.640000 sec): 3 clusters
  Score: Raw -5252467.123000 + Penalty 3501.932957 = -5248965.190043
  nChanged 451
		SP:Iteration 18Q (95499.110000 sec): 3 clusters
  Score: Raw -5252707.480893 + Penalty 3501.932957 = -5249205.547936
  nChanged 363
		SP:Iteration 19Q (95499.550000 sec): 3 clusters
  Score: Raw -5252903.322336 + Penalty 3501.932957 = -5249401.389379
  nChanged 271
		SP:Iteration 20F (95499.990000 sec): 3 clusters
  Score: Raw -5253042.728654 + Penalty 3501.932957 = -5249540.795697
  nChanged 209
		SP:Iteration 21Q (95500.380000 sec): 3 clusters
  Score: Raw -5253138.112170 + Penalty 3501.932957 = -5249636.179213
  nChanged 169
		SP:Iteration 22Q (95500.850000 sec): 3 clusters
  Score: Raw -5253217.605977 + Penalty 3501.932957 = -5249715.673020
  nChanged 138
		SP:Iteration 23Q (95501.270000 sec): 3 clusters
  Score: Raw -5253286.248358 + Penalty 3501.932957 = -5249784.315401
  nChanged 104
		SP:Iteration 24Q (95501.690000 sec): 3 clusters
  Score: Raw -5253339.260993 + Penalty 3501.932957 = -5249837.328036
  nChanged 82
		SP:Iteration 25Q (95502.070000 sec): 3 clusters
  Score: Raw -5253379.194495 + Penalty 3501.932957 = -5249877.261538
  nChanged 70
		SP:Iteration 26Q (95502.460000 sec): 3 clusters
  Score: Raw -5253420.328798 + Penalty 3501.932957 = -5249918.395841
  nChanged 52
		SP:Iteration 27Q (95502.890000 sec): 3 clusters
  Score: Raw -5253443.010018 + Penalty 3501.932957 = -5249941.077061
  nChanged 47
		SP:Iteration 28Q (95503.340000 sec): 3 clusters
  Score: Raw -5253459.027907 + Penalty 3501.932957 = -5249957.094950
  nChanged 33
		SP:Iteration 29Q (95503.830000 sec): 3 clusters
  Score: Raw -5253474.116882 + Penalty 3501.932957 = -5249972.183925
  nChanged 31
		SP:Iteration 30Q (95504.230000 sec): 3 clusters
  Score: Raw -5253488.536204 + Penalty 3501.932957 = -5249986.603247
  nChanged 28
		SP:Iteration 31Q (95504.610000 sec): 3 clusters
  Score: Raw -5253498.222432 + Penalty 3501.932957 = -5249996.289475
  nChanged 27
		SP:Iteration 32Q (95505.010000 sec): 3 clusters
  Score: Raw -5253509.810851 + Penalty 3501.932957 = -5250007.877894
  nChanged 30
		SP:Iteration 33Q (95505.410000 sec): 3 clusters
  Score: Raw -5253525.074709 + Penalty 3501.932957 = -5250023.141752
  nChanged 31
		SP:Iteration 34Q (95505.790000 sec): 3 clusters
  Score: Raw -5253539.969368 + Penalty 3501.932957 = -5250038.036411
  nChanged 30
		SP:Iteration 35Q (95506.170000 sec): 3 clusters
  Score: Raw -5253554.916720 + Penalty 3501.932957 = -5250052.983763
  nChanged 24
		SP:Iteration 36Q (95506.500000 sec): 3 clusters
  Score: Raw -5253567.214412 + Penalty 3501.932957 = -5250065.281455
  nChanged 18
		SP:Iteration 37Q (95506.880000 sec): 3 clusters
  Score: Raw -5253574.738029 + Penalty 3501.932957 = -5250072.805072
  nChanged 13
		SP:Iteration 38Q (95507.300000 sec): 3 clusters
  Score: Raw -5253580.841889 + Penalty 3501.932957 = -5250078.908932
  nChanged 10
		SP:Iteration 39Q (95507.800000 sec): 3 clusters
  Score: Raw -5253584.680127 + Penalty 3501.932957 = -5250082.747170
  nChanged 5
		SP:Iteration 40F (95508.290000 sec): 3 clusters
  Score: Raw -5253586.918141 + Penalty 3501.932957 = -5250084.985184
  nChanged 6
		SP:Iteration 41Q (95508.690000 sec): 3 clusters
  Score: Raw -5253589.603266 + Penalty 3501.932957 = -5250087.670309
  nChanged 10
		SP:Iteration 42Q (95509.090000 sec): 3 clusters
  Score: Raw -5253594.228049 + Penalty 3501.932957 = -5250092.295092
  nChanged 7
		SP:Iteration 43Q (95509.490000 sec): 3 clusters
  Score: Raw -5253595.937070 + Penalty 3501.932957 = -5250094.004113
  nChanged 6
		SP:Iteration 44Q (95509.900000 sec): 3 clusters
  Score: Raw -5253597.740559 + Penalty 3501.932957 = -5250095.807602
  nChanged 5
		SP:Iteration 45Q (95510.280000 sec): 3 clusters
  Score: Raw -5253600.195229 + Penalty 3501.932957 = -5250098.262273
  nChanged 6
		SP:Iteration 46Q (95510.690000 sec): 3 clusters
  Score: Raw -5253603.704587 + Penalty 3501.932957 = -5250101.771630
  nChanged 8
		SP:Iteration 47Q (95511.140000 sec): 3 clusters
  Score: Raw -5253606.917343 + Penalty 3501.932957 = -5250104.984386
  nChanged 6
		SP:Iteration 48Q (95511.560000 sec): 3 clusters
  Score: Raw -5253608.449951 + Penalty 3501.932957 = -5250106.516994
  nChanged 3
		SP:Iteration 49Q (95512.030000 sec): 3 clusters
  Score: Raw -5253609.218541 + Penalty 3501.932957 = -5250107.285584
  nChanged 2
		SP:Iteration 50Q (95512.450000 sec): 3 clusters
  Score: Raw -5253609.637089 + Penalty 3501.932957 = -5250107.704132
  nChanged 2
		SP:Iteration 51Q (95512.860000 sec): 3 clusters
  Score: Raw -5253610.513372 + Penalty 3501.932957 = -5250108.580415
  nChanged 3
		SP:Iteration 52Q (95513.230000 sec): 3 clusters
  Score: Raw -5253611.303822 + Penalty 3501.932957 = -5250109.370865
  nChanged 3
		SP:Iteration 53Q (95513.550000 sec): 3 clusters
  Score: Raw -5253612.297210 + Penalty 3501.932957 = -5250110.364253
  nChanged 6
		SP:Iteration 54Q (95513.900000 sec): 3 clusters
  Score: Raw -5253614.854159 + Penalty 3501.932957 = -5250112.921202
  nChanged 8
		SP:Iteration 55Q (95514.290000 sec): 3 clusters
  Score: Raw -5253619.239915 + Penalty 3501.932957 = -5250117.306958
  nChanged 10
		SP:Iteration 56Q (95514.690000 sec): 3 clusters
  Score: Raw -5253625.692821 + Penalty 3501.932957 = -5250123.759865
  nChanged 9
		SP:Iteration 57Q (95515.180000 sec): 3 clusters
  Score: Raw -5253628.730865 + Penalty 3501.932957 = -5250126.797908
  nChanged 6
		SP:Iteration 58Q (95515.670000 sec): 3 clusters
  Score: Raw -5253631.007753 + Penalty 3501.932957 = -5250129.074796
  nChanged 9
		SP:Iteration 59Q (95516.140000 sec): 3 clusters
  Score: Raw -5253635.055550 + Penalty 3501.932957 = -5250133.122593
  nChanged 7
		SP:Iteration 60F (95516.560000 sec): 3 clusters
  Score: Raw -5253636.967636 + Penalty 3501.932957 = -5250135.034679
  nChanged 3
		SP:Iteration 61Q (95517.010000 sec): 3 clusters
  Score: Raw -5253638.068697 + Penalty 3501.932957 = -5250136.135740
  nChanged 3
		SP:Iteration 62Q (95517.430000 sec): 3 clusters
  Score: Raw -5253638.718778 + Penalty 3501.932957 = -5250136.785821
  nChanged 0
		SP:Iteration 63F (95517.890000 sec): 3 clusters
  Score: Raw -5253638.718778 + Penalty 3501.932957 = -5250136.785821
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95518.840000 sec): 2 clusters
  Score: Raw -20006770.683198 + Penalty 1964.748043 = -20004805.935155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95520.140000 sec): 3 clusters
  Score: Raw -19889002.675184 + Penalty 3929.496086 = -19885073.179098
  nChanged 86423
		SP:Iteration 1F (95521.360000 sec): 3 clusters
  Score: Raw -19941871.596728 + Penalty 3929.496086 = -19937942.100642
  nChanged 6988
		SP:Iteration 2Q (95522.710000 sec): 3 clusters
  Score: Raw -19944278.875198 + Penalty 3929.496086 = -19940349.379112
  nChanged 7669
		SP:Iteration 3Q (95523.980000 sec): 3 clusters
  Score: Raw -19947250.669881 + Penalty 3929.496086 = -19943321.173795
  nChanged 8162
		SP:Iteration 4Q (95525.250000 sec): 3 clusters
  Score: Raw -19950593.471510 + Penalty 3929.496086 = -19946663.975424
  nChanged 8537
		SP:Iteration 5Q (95526.450000 sec): 3 clusters
  Score: Raw -19954299.662421 + Penalty 3929.496086 = -19950370.166335
  nChanged 8732
		SP:Iteration 6Q (95527.710000 sec): 3 clusters
  Score: Raw -19958361.362943 + Penalty 3929.496086 = -19954431.866857
  nChanged 8854
		SP:Iteration 7Q (95528.900000 sec): 3 clusters
  Score: Raw -19962966.308627 + Penalty 3929.496086 = -19959036.812541
  nChanged 9014
		SP:Iteration 8F (95529.970000 sec): 3 clusters
  Score: Raw -19968193.506721 + Penalty 3929.496086 = -19964264.010635
  nChanged 8630
		SP:Iteration 9Q (95531.120000 sec): 3 clusters
  Score: Raw -19973090.798874 + Penalty 3929.496086 = -19969161.302788
  nChanged 7362
		SP:Iteration 10Q (95532.340000 sec): 3 clusters
  Score: Raw -19976248.094471 + Penalty 3929.496086 = -19972318.598385
  nChanged 5202
		SP:Iteration 11Q (95533.430000 sec): 3 clusters
  Score: Raw -19977697.253186 + Penalty 3929.496086 = -19973767.757100
  nChanged 3210
		SP:Iteration 12Q (95534.660000 sec): 3 clusters
  Score: Raw -19978260.318865 + Penalty 3929.496086 = -19974330.822779
  nChanged 1969
		SP:Iteration 13Q (95535.900000 sec): 3 clusters
  Score: Raw -19978517.252613 + Penalty 3929.496086 = -19974587.756527
  nChanged 1499
		SP:Iteration 14Q (95537.020000 sec): 3 clusters
  Score: Raw -19978700.559204 + Penalty 3929.496086 = -19974771.063118
  nChanged 1301
		SP:Iteration 15Q (95538.200000 sec): 3 clusters
  Score: Raw -19978861.978139 + Penalty 3929.496086 = -19974932.482053
  nChanged 1293
		SP:Iteration 16Q (95539.330000 sec): 3 clusters
  Score: Raw -19979023.095971 + Penalty 3929.496086 = -19975093.599885
  nChanged 1257
		SP:Iteration 17Q (95540.520000 sec): 3 clusters
  Score: Raw -19979183.963069 + Penalty 3929.496086 = -19975254.466983
  nChanged 1272
		SP:Iteration 18Q (95541.670000 sec): 3 clusters
  Score: Raw -19979352.406120 + Penalty 3929.496086 = -19975422.910033
  nChanged 1280
		SP:Iteration 19Q (95542.810000 sec): 3 clusters
  Score: Raw -19979527.666335 + Penalty 3929.496086 = -19975598.170249
  nChanged 1324
		SP:Iteration 20F (95543.950000 sec): 3 clusters
  Score: Raw -19979708.568340 + Penalty 3929.496086 = -19975779.072254
  nChanged 1388
		SP:Iteration 21Q (95545.190000 sec): 3 clusters
  Score: Raw -19979908.210876 + Penalty 3929.496086 = -19975978.714790
  nChanged 1488
		SP:Iteration 22Q (95546.290000 sec): 3 clusters
  Score: Raw -19980137.498437 + Penalty 3929.496086 = -19976208.002351
  nChanged 1556
		SP:Iteration 23Q (95547.550000 sec): 3 clusters
  Score: Raw -19980407.463768 + Penalty 3929.496086 = -19976477.967682
  nChanged 1751
		SP:Iteration 24Q (95548.610000 sec): 3 clusters
  Score: Raw -19980734.467333 + Penalty 3929.496086 = -19976804.971247
  nChanged 1868
		SP:Iteration 25Q (95549.710000 sec): 3 clusters
  Score: Raw -19981097.797168 + Penalty 3929.496086 = -19977168.301082
  nChanged 1901
		SP:Iteration 26Q (95550.780000 sec): 3 clusters
  Score: Raw -19981465.360565 + Penalty 3929.496086 = -19977535.864479
  nChanged 1958
		SP:Iteration 27Q (95551.890000 sec): 3 clusters
  Score: Raw -19981851.558060 + Penalty 3929.496086 = -19977922.061974
  nChanged 1989
		SP:Iteration 28Q (95553.030000 sec): 3 clusters
  Score: Raw -19982248.775389 + Penalty 3929.496086 = -19978319.279303
  nChanged 2003
		SP:Iteration 29Q (95554.190000 sec): 3 clusters
  Score: Raw -19982639.362812 + Penalty 3929.496086 = -19978709.866726
  nChanged 2101
		SP:Iteration 30Q (95555.350000 sec): 3 clusters
  Score: Raw -19983065.010335 + Penalty 3929.496086 = -19979135.514249
  nChanged 2125
		SP:Iteration 31Q (95556.490000 sec): 3 clusters
  Score: Raw -19983519.674917 + Penalty 3929.496086 = -19979590.178831
  nChanged 2346
		SP:Iteration 32Q (95557.640000 sec): 3 clusters
  Score: Raw -19984056.146404 + Penalty 3929.496086 = -19980126.650318
  nChanged 2456
		SP:Iteration 33Q (95558.760000 sec): 3 clusters
  Score: Raw -19984635.880123 + Penalty 3929.496086 = -19980706.384037
  nChanged 2500
		SP:Iteration 34Q (95559.830000 sec): 3 clusters
  Score: Raw -19985263.939963 + Penalty 3929.496086 = -19981334.443877
  nChanged 2711
		SP:Iteration 35Q (95560.820000 sec): 3 clusters
  Score: Raw -19985999.899084 + Penalty 3929.496086 = -19982070.402998
  nChanged 2873
		SP:Iteration 36Q (95561.930000 sec): 3 clusters
  Score: Raw -19986848.946443 + Penalty 3929.496086 = -19982919.450357
  nChanged 3040
		SP:Iteration 37Q (95563.020000 sec): 3 clusters
  Score: Raw -19987823.066149 + Penalty 3929.496086 = -19983893.570063
  nChanged 3187
		SP:Iteration 38Q (95564.150000 sec): 3 clusters
  Score: Raw -19988904.166695 + Penalty 3929.496086 = -19984974.670609
  nChanged 3279
		SP:Iteration 39Q (95565.190000 sec): 3 clusters
  Score: Raw -19990103.474527 + Penalty 3929.496086 = -19986173.978441
  nChanged 3382
		SP:Iteration 40F (95566.250000 sec): 3 clusters
  Score: Raw -19991475.616290 + Penalty 3929.496086 = -19987546.120204
  nChanged 3462
		SP:Iteration 41Q (95567.320000 sec): 3 clusters
  Score: Raw -19993031.482813 + Penalty 3929.496086 = -19989101.986727
  nChanged 3537
		SP:Iteration 42Q (95568.500000 sec): 3 clusters
  Score: Raw -19994788.265900 + Penalty 3929.496086 = -19990858.769814
  nChanged 3427
		SP:Iteration 43Q (95569.440000 sec): 3 clusters
  Score: Raw -19996595.914984 + Penalty 3929.496086 = -19992666.418898
  nChanged 3149
		SP:Iteration 44Q (95570.470000 sec): 3 clusters
  Score: Raw -19998371.502038 + Penalty 3929.496086 = -19994442.005951
  nChanged 2962
		SP:Iteration 45Q (95571.560000 sec): 3 clusters
  Score: Raw -20000162.438733 + Penalty 3929.496086 = -19996232.942647
  nChanged 2637
		SP:Iteration 46Q (95572.620000 sec): 3 clusters
  Score: Raw -20001836.122860 + Penalty 3929.496086 = -19997906.626774
  nChanged 2185
		SP:Iteration 47Q (95573.700000 sec): 3 clusters
  Score: Raw -20003250.060688 + Penalty 3929.496086 = -19999320.564602
  nChanged 1783
		SP:Iteration 48Q (95574.850000 sec): 3 clusters
  Score: Raw -20004421.039850 + Penalty 3929.496086 = -20000491.543764
  nChanged 1395
		SP:Iteration 49Q (95575.880000 sec): 3 clusters
  Score: Raw -20005359.790393 + Penalty 3929.496086 = -20001430.294307
  nChanged 992
		SP:Iteration 50Q (95576.960000 sec): 3 clusters
  Score: Raw -20006025.610480 + Penalty 3929.496086 = -20002096.114394
  nChanged 662
		SP:Iteration 51Q (95577.930000 sec): 3 clusters
  Score: Raw -20006451.583624 + Penalty 3929.496086 = -20002522.087538
  nChanged 419
		SP:Iteration 52Q (95578.950000 sec): 3 clusters
  Score: Raw -20006711.631747 + Penalty 3929.496086 = -20002782.135661
  nChanged 302
		SP:Iteration 53Q (95579.900000 sec): 3 clusters
  Score: Raw -20006885.930283 + Penalty 3929.496086 = -20002956.434197
  nChanged 206
		SP:Iteration 54Q (95580.860000 sec): 3 clusters
  Score: Raw -20006993.361254 + Penalty 3929.496086 = -20003063.865168
  nChanged 151
		SP:Iteration 55Q (95581.830000 sec): 3 clusters
  Score: Raw -20007068.044817 + Penalty 3929.496086 = -20003138.548731
  nChanged 103
		SP:Iteration 56Q (95582.790000 sec): 3 clusters
  Score: Raw -20007114.534062 + Penalty 3929.496086 = -20003185.037976
  nChanged 80
		SP:Iteration 57Q (95583.770000 sec): 3 clusters
  Score: Raw -20007153.120003 + Penalty 3929.496086 = -20003223.623917
  nChanged 63
		SP:Iteration 58Q (95584.700000 sec): 3 clusters
  Score: Raw -20007178.866024 + Penalty 3929.496086 = -20003249.369938
  nChanged 47
		SP:Iteration 59Q (95585.790000 sec): 3 clusters
  Score: Raw -20007194.421476 + Penalty 3929.496086 = -20003264.925390
  nChanged 31
		SP:Iteration 60F (95586.930000 sec): 3 clusters
  Score: Raw -20007204.916094 + Penalty 3929.496086 = -20003275.420008
  nChanged 31
		SP:Iteration 61Q (95587.920000 sec): 3 clusters
  Score: Raw -20007216.685270 + Penalty 3929.496086 = -20003287.189184
  nChanged 28
		SP:Iteration 62Q (95588.990000 sec): 3 clusters
  Score: Raw -20007228.206752 + Penalty 3929.496086 = -20003298.710666
  nChanged 27
		SP:Iteration 63Q (95589.920000 sec): 3 clusters
  Score: Raw -20007237.775071 + Penalty 3929.496086 = -20003308.278985
  nChanged 17
		SP:Iteration 64Q (95590.890000 sec): 3 clusters
  Score: Raw -20007245.258384 + Penalty 3929.496086 = -20003315.762298
  nChanged 17
		SP:Iteration 65Q (95591.950000 sec): 3 clusters
  Score: Raw -20007250.260434 + Penalty 3929.496086 = -20003320.764348
  nChanged 7
		SP:Iteration 66Q (95593.140000 sec): 3 clusters
  Score: Raw -20007253.136110 + Penalty 3929.496086 = -20003323.640024
  nChanged 5
		SP:Iteration 67Q (95594.170000 sec): 3 clusters
  Score: Raw -20007254.271088 + Penalty 3929.496086 = -20003324.775002
  nChanged 5
		SP:Iteration 68Q (95595.340000 sec): 3 clusters
  Score: Raw -20007255.687581 + Penalty 3929.496086 = -20003326.191495
  nChanged 4
		SP:Iteration 69Q (95596.690000 sec): 3 clusters
  Score: Raw -20007256.848155 + Penalty 3929.496086 = -20003327.352069
  nChanged 4
		SP:Iteration 70Q (95598.000000 sec): 3 clusters
  Score: Raw -20007257.737704 + Penalty 3929.496086 = -20003328.241618
  nChanged 5
		SP:Iteration 71Q (95599.330000 sec): 3 clusters
  Score: Raw -20007258.910374 + Penalty 3929.496086 = -20003329.414288
  nChanged 3
		SP:Iteration 72Q (95600.340000 sec): 3 clusters
  Score: Raw -20007259.567716 + Penalty 3929.496086 = -20003330.071630
  nChanged 3
		SP:Iteration 73Q (95601.450000 sec): 3 clusters
  Score: Raw -20007260.322561 + Penalty 3929.496086 = -20003330.826475
  nChanged 3
		SP:Iteration 74Q (95602.570000 sec): 3 clusters
  Score: Raw -20007261.265244 + Penalty 3929.496086 = -20003331.769158
  nChanged 5
		SP:Iteration 75Q (95603.640000 sec): 3 clusters
  Score: Raw -20007262.823881 + Penalty 3929.496086 = -20003333.327795
  nChanged 6
		SP:Iteration 76Q (95604.670000 sec): 3 clusters
  Score: Raw -20007264.456027 + Penalty 3929.496086 = -20003334.959941
  nChanged 1
		SP:Iteration 77Q (95605.720000 sec): 3 clusters
  Score: Raw -20007264.684552 + Penalty 3929.496086 = -20003335.188466
  nChanged 1
		SP:Iteration 78Q (95606.780000 sec): 3 clusters
  Score: Raw -20007264.853189 + Penalty 3929.496086 = -20003335.357103
  nChanged 1
		SP:Iteration 79Q (95607.820000 sec): 3 clusters
  Score: Raw -20007264.916232 + Penalty 3929.496086 = -20003335.420146
  nChanged 0
		SP:Iteration 80F (95608.980000 sec): 3 clusters
  Score: Raw -20007264.916232 + Penalty 3929.496086 = -20003335.420146
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95609.290000 sec): 2 clusters
  Score: Raw -2251093.957615 + Penalty 1628.037041 = -2249465.920574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95609.600000 sec): 3 clusters
  Score: Raw -2237579.703203 + Penalty 3256.074082 = -2234323.629121
  nChanged 10140
		SP:Iteration 1F (95609.920000 sec): 3 clusters
  Score: Raw -2243454.894647 + Penalty 3256.074082 = -2240198.820565
  nChanged 1487
		SP:Iteration 2F (95610.310000 sec): 3 clusters
  Score: Raw -2244278.779149 + Penalty 3256.074082 = -2241022.705068
  nChanged 1546
		SP:Iteration 3F (95610.570000 sec): 3 clusters
  Score: Raw -2245246.621102 + Penalty 3256.074082 = -2241990.547020
  nChanged 1542
		SP:Iteration 4F (95610.910000 sec): 3 clusters
  Score: Raw -2246282.929931 + Penalty 3256.074082 = -2243026.855849
  nChanged 1460
		SP:Iteration 5F (95611.240000 sec): 3 clusters
  Score: Raw -2247304.365745 + Penalty 3256.074082 = -2244048.291663
  nChanged 1262
		SP:Iteration 6F (95611.540000 sec): 3 clusters
  Score: Raw -2248200.793550 + Penalty 3256.074082 = -2244944.719468
  nChanged 1068
		SP:Iteration 7Q (95611.860000 sec): 3 clusters
  Score: Raw -2248964.401230 + Penalty 3256.074082 = -2245708.327148
  nChanged 860
		SP:Iteration 8Q (95612.210000 sec): 3 clusters
  Score: Raw -2249563.032876 + Penalty 3256.074082 = -2246306.958795
  nChanged 689
		SP:Iteration 9Q (95612.580000 sec): 3 clusters
  Score: Raw -2250001.170546 + Penalty 3256.074082 = -2246745.096464
  nChanged 560
		SP:Iteration 10Q (95612.900000 sec): 3 clusters
  Score: Raw -2250315.576124 + Penalty 3256.074082 = -2247059.502042
  nChanged 484
		SP:Iteration 11Q (95613.250000 sec): 3 clusters
  Score: Raw -2250565.931386 + Penalty 3256.074082 = -2247309.857305
  nChanged 403
		SP:Iteration 12Q (95613.600000 sec): 3 clusters
  Score: Raw -2250756.942296 + Penalty 3256.074082 = -2247500.868214
  nChanged 370
		SP:Iteration 13Q (95613.920000 sec): 3 clusters
  Score: Raw -2250944.582631 + Penalty 3256.074082 = -2247688.508549
  nChanged 358
		SP:Iteration 14Q (95614.190000 sec): 3 clusters
  Score: Raw -2251140.390671 + Penalty 3256.074082 = -2247884.316589
  nChanged 368
		SP:Iteration 15Q (95614.600000 sec): 3 clusters
  Score: Raw -2251350.499103 + Penalty 3256.074082 = -2248094.425021
  nChanged 310
		SP:Iteration 16Q (95614.880000 sec): 3 clusters
  Score: Raw -2251522.678042 + Penalty 3256.074082 = -2248266.603960
  nChanged 257
		SP:Iteration 17Q (95615.150000 sec): 3 clusters
  Score: Raw -2251677.593094 + Penalty 3256.074082 = -2248421.519012
  nChanged 238
		SP:Iteration 18Q (95615.470000 sec): 3 clusters
  Score: Raw -2251823.757321 + Penalty 3256.074082 = -2248567.683240
  nChanged 209
		SP:Iteration 19Q (95615.810000 sec): 3 clusters
  Score: Raw -2251945.145705 + Penalty 3256.074082 = -2248689.071623
  nChanged 148
		SP:Iteration 20F (95616.140000 sec): 3 clusters
  Score: Raw -2252041.851672 + Penalty 3256.074082 = -2248785.777590
  nChanged 112
		SP:Iteration 21Q (95616.420000 sec): 3 clusters
  Score: Raw -2252098.773943 + Penalty 3256.074082 = -2248842.699862
  nChanged 88
		SP:Iteration 22Q (95616.680000 sec): 3 clusters
  Score: Raw -2252135.370719 + Penalty 3256.074082 = -2248879.296637
  nChanged 68
		SP:Iteration 23Q (95616.990000 sec): 3 clusters
  Score: Raw -2252168.919046 + Penalty 3256.074082 = -2248912.844964
  nChanged 47
		SP:Iteration 24Q (95617.320000 sec): 3 clusters
  Score: Raw -2252186.748436 + Penalty 3256.074082 = -2248930.674354
  nChanged 40
		SP:Iteration 25Q (95617.560000 sec): 3 clusters
  Score: Raw -2252200.807969 + Penalty 3256.074082 = -2248944.733887
  nChanged 23
		SP:Iteration 26Q (95617.850000 sec): 3 clusters
  Score: Raw -2252211.386173 + Penalty 3256.074082 = -2248955.312091
  nChanged 23
		SP:Iteration 27Q (95618.130000 sec): 3 clusters
  Score: Raw -2252220.095006 + Penalty 3256.074082 = -2248964.020924
  nChanged 18
		SP:Iteration 28Q (95618.460000 sec): 3 clusters
  Score: Raw -2252226.768815 + Penalty 3256.074082 = -2248970.694733
  nChanged 17
		SP:Iteration 29Q (95618.780000 sec): 3 clusters
  Score: Raw -2252232.744198 + Penalty 3256.074082 = -2248976.670116
  nChanged 12
		SP:Iteration 30Q (95619.120000 sec): 3 clusters
  Score: Raw -2252236.533565 + Penalty 3256.074082 = -2248980.459484
  nChanged 11
		SP:Iteration 31Q (95619.400000 sec): 3 clusters
  Score: Raw -2252240.213667 + Penalty 3256.074082 = -2248984.139586
  nChanged 12
		SP:Iteration 32Q (95619.670000 sec): 3 clusters
  Score: Raw -2252244.695188 + Penalty 3256.074082 = -2248988.621106
  nChanged 13
		SP:Iteration 33Q (95620.030000 sec): 3 clusters
  Score: Raw -2252249.245968 + Penalty 3256.074082 = -2248993.171886
  nChanged 9
		SP:Iteration 34Q (95620.280000 sec): 3 clusters
  Score: Raw -2252251.432523 + Penalty 3256.074082 = -2248995.358442
  nChanged 5
		SP:Iteration 35Q (95620.590000 sec): 3 clusters
  Score: Raw -2252252.450490 + Penalty 3256.074082 = -2248996.376408
  nChanged 5
		SP:Iteration 36Q (95620.910000 sec): 3 clusters
  Score: Raw -2252252.974352 + Penalty 3256.074082 = -2248996.900270
  nChanged 1
		SP:Iteration 37Q (95621.240000 sec): 3 clusters
  Score: Raw -2252253.189542 + Penalty 3256.074082 = -2248997.115460
  nChanged 1
		SP:Iteration 38Q (95621.480000 sec): 3 clusters
  Score: Raw -2252253.335145 + Penalty 3256.074082 = -2248997.261063
  nChanged 1
		SP:Iteration 39Q (95621.780000 sec): 3 clusters
  Score: Raw -2252253.449246 + Penalty 3256.074082 = -2248997.375164
  nChanged 0
		SP:Iteration 40F (95622.120000 sec): 3 clusters
  Score: Raw -2252253.449246 + Penalty 3256.074082 = -2248997.375164
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95622.240000 sec): 2 clusters
  Score: Raw -1052508.732517 + Penalty 1472.624448 = -1051036.108070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95622.520000 sec): 3 clusters
  Score: Raw -1047716.875382 + Penalty 2945.248895 = -1044771.626486
  nChanged 3587
		SP:Iteration 1F (95622.710000 sec): 3 clusters
  Score: Raw -1049638.438190 + Penalty 2945.248895 = -1046693.189295
  nChanged 541
		SP:Iteration 2F (95622.930000 sec): 3 clusters
  Score: Raw -1049897.715171 + Penalty 2945.248895 = -1046952.466275
  nChanged 444
		SP:Iteration 3F (95623.130000 sec): 3 clusters
  Score: Raw -1050108.940329 + Penalty 2945.248895 = -1047163.691433
  nChanged 379
		SP:Iteration 4Q (95623.340000 sec): 3 clusters
  Score: Raw -1050292.981279 + Penalty 2945.248895 = -1047347.732384
  nChanged 341
		SP:Iteration 5Q (95623.570000 sec): 3 clusters
  Score: Raw -1050464.189529 + Penalty 2945.248895 = -1047518.940634
  nChanged 336
		SP:Iteration 6Q (95623.770000 sec): 3 clusters
  Score: Raw -1050626.302314 + Penalty 2945.248895 = -1047681.053419
  nChanged 334
		SP:Iteration 7Q (95624.000000 sec): 3 clusters
  Score: Raw -1050779.798802 + Penalty 2945.248895 = -1047834.549906
  nChanged 336
		SP:Iteration 8Q (95624.240000 sec): 3 clusters
  Score: Raw -1050936.703726 + Penalty 2945.248895 = -1047991.454830
  nChanged 302
		SP:Iteration 9Q (95624.440000 sec): 3 clusters
  Score: Raw -1051063.818717 + Penalty 2945.248895 = -1048118.569822
  nChanged 258
		SP:Iteration 10Q (95624.700000 sec): 3 clusters
  Score: Raw -1051186.213349 + Penalty 2945.248895 = -1048240.964453
  nChanged 250
		SP:Iteration 11Q (95624.880000 sec): 3 clusters
  Score: Raw -1051310.282280 + Penalty 2945.248895 = -1048365.033384
  nChanged 275
		SP:Iteration 12Q (95625.050000 sec): 3 clusters
  Score: Raw -1051454.586604 + Penalty 2945.248895 = -1048509.337709
  nChanged 282
		SP:Iteration 13Q (95625.290000 sec): 3 clusters
  Score: Raw -1051596.805360 + Penalty 2945.248895 = -1048651.556465
  nChanged 271
		SP:Iteration 14Q (95625.520000 sec): 3 clusters
  Score: Raw -1051712.310945 + Penalty 2945.248895 = -1048767.062050
  nChanged 212
		SP:Iteration 15Q (95625.680000 sec): 3 clusters
  Score: Raw -1051804.499863 + Penalty 2945.248895 = -1048859.250968
  nChanged 191
		SP:Iteration 16Q (95625.890000 sec): 3 clusters
  Score: Raw -1051889.019029 + Penalty 2945.248895 = -1048943.770134
  nChanged 168
		SP:Iteration 17Q (95626.060000 sec): 3 clusters
  Score: Raw -1051948.100058 + Penalty 2945.248895 = -1049002.851163
  nChanged 137
		SP:Iteration 18Q (95626.310000 sec): 3 clusters
  Score: Raw -1051996.334909 + Penalty 2945.248895 = -1049051.086013
  nChanged 113
		SP:Iteration 19Q (95626.470000 sec): 3 clusters
  Score: Raw -1052027.694604 + Penalty 2945.248895 = -1049082.445709
  nChanged 90
		SP:Iteration 20F (95626.680000 sec): 3 clusters
  Score: Raw -1052053.664066 + Penalty 2945.248895 = -1049108.415171
  nChanged 71
		SP:Iteration 21Q (95626.890000 sec): 3 clusters
  Score: Raw -1052072.022259 + Penalty 2945.248895 = -1049126.773364
  nChanged 62
		SP:Iteration 22Q (95627.070000 sec): 3 clusters
  Score: Raw -1052089.355615 + Penalty 2945.248895 = -1049144.106720
  nChanged 65
		SP:Iteration 23Q (95627.260000 sec): 3 clusters
  Score: Raw -1052102.284567 + Penalty 2945.248895 = -1049157.035672
  nChanged 40
		SP:Iteration 24Q (95627.450000 sec): 3 clusters
  Score: Raw -1052110.006802 + Penalty 2945.248895 = -1049164.757907
  nChanged 48
		SP:Iteration 25Q (95627.710000 sec): 3 clusters
  Score: Raw -1052118.794688 + Penalty 2945.248895 = -1049173.545793
  nChanged 43
		SP:Iteration 26Q (95627.900000 sec): 3 clusters
  Score: Raw -1052126.365210 + Penalty 2945.248895 = -1049181.116315
  nChanged 31
		SP:Iteration 27Q (95628.110000 sec): 3 clusters
  Score: Raw -1052131.363509 + Penalty 2945.248895 = -1049186.114613
  nChanged 21
		SP:Iteration 28Q (95628.330000 sec): 3 clusters
  Score: Raw -1052135.570615 + Penalty 2945.248895 = -1049190.321720
  nChanged 24
		SP:Iteration 29Q (95628.550000 sec): 3 clusters
  Score: Raw -1052140.190566 + Penalty 2945.248895 = -1049194.941671
  nChanged 22
		SP:Iteration 30Q (95628.790000 sec): 3 clusters
  Score: Raw -1052145.585798 + Penalty 2945.248895 = -1049200.336902
  nChanged 33
		SP:Iteration 31Q (95629.010000 sec): 3 clusters
  Score: Raw -1052151.748444 + Penalty 2945.248895 = -1049206.499549
  nChanged 30
		SP:Iteration 32Q (95629.260000 sec): 3 clusters
  Score: Raw -1052156.873456 + Penalty 2945.248895 = -1049211.624561
  nChanged 22
		SP:Iteration 33Q (95629.500000 sec): 3 clusters
  Score: Raw -1052160.934945 + Penalty 2945.248895 = -1049215.686050
  nChanged 27
		SP:Iteration 34Q (95629.750000 sec): 3 clusters
  Score: Raw -1052165.135552 + Penalty 2945.248895 = -1049219.886656
  nChanged 26
		SP:Iteration 35Q (95629.970000 sec): 3 clusters
  Score: Raw -1052169.117602 + Penalty 2945.248895 = -1049223.868707
  nChanged 24
		SP:Iteration 36Q (95630.260000 sec): 3 clusters
  Score: Raw -1052173.234684 + Penalty 2945.248895 = -1049227.985789
  nChanged 14
		SP:Iteration 37Q (95630.540000 sec): 3 clusters
  Score: Raw -1052175.137889 + Penalty 2945.248895 = -1049229.888994
  nChanged 12
		SP:Iteration 38Q (95630.780000 sec): 3 clusters
  Score: Raw -1052176.761577 + Penalty 2945.248895 = -1049231.512682
  nChanged 12
		SP:Iteration 39Q (95631.030000 sec): 3 clusters
  Score: Raw -1052178.535821 + Penalty 2945.248895 = -1049233.286926
  nChanged 17
		SP:Iteration 40F (95631.220000 sec): 3 clusters
  Score: Raw -1052181.266032 + Penalty 2945.248895 = -1049236.017137
  nChanged 20
		SP:Iteration 41Q (95631.450000 sec): 3 clusters
  Score: Raw -1052185.016027 + Penalty 2945.248895 = -1049239.767132
  nChanged 24
		SP:Iteration 42Q (95631.620000 sec): 3 clusters
  Score: Raw -1052190.128123 + Penalty 2945.248895 = -1049244.879228
  nChanged 31
		SP:Iteration 43Q (95631.870000 sec): 3 clusters
  Score: Raw -1052197.302446 + Penalty 2945.248895 = -1049252.053551
  nChanged 43
		SP:Iteration 44Q (95632.050000 sec): 3 clusters
  Score: Raw -1052208.711935 + Penalty 2945.248895 = -1049263.463040
  nChanged 46
		SP:Iteration 45Q (95632.240000 sec): 3 clusters
  Score: Raw -1052219.542961 + Penalty 2945.248895 = -1049274.294066
  nChanged 51
		SP:Iteration 46Q (95632.470000 sec): 3 clusters
  Score: Raw -1052234.209038 + Penalty 2945.248895 = -1049288.960143
  nChanged 61
		SP:Iteration 47Q (95632.670000 sec): 3 clusters
  Score: Raw -1052254.252402 + Penalty 2945.248895 = -1049309.003507
  nChanged 64
		SP:Iteration 48Q (95632.870000 sec): 3 clusters
  Score: Raw -1052272.902473 + Penalty 2945.248895 = -1049327.653578
  nChanged 61
		SP:Iteration 49Q (95633.130000 sec): 3 clusters
  Score: Raw -1052289.940988 + Penalty 2945.248895 = -1049344.692093
  nChanged 50
		SP:Iteration 50Q (95633.340000 sec): 3 clusters
  Score: Raw -1052304.470066 + Penalty 2945.248895 = -1049359.221171
  nChanged 49
		SP:Iteration 51Q (95633.560000 sec): 3 clusters
  Score: Raw -1052318.986965 + Penalty 2945.248895 = -1049373.738070
  nChanged 50
		SP:Iteration 52Q (95633.830000 sec): 3 clusters
  Score: Raw -1052333.641417 + Penalty 2945.248895 = -1049388.392522
  nChanged 55
		SP:Iteration 53Q (95634.040000 sec): 3 clusters
  Score: Raw -1052350.231667 + Penalty 2945.248895 = -1049404.982772
  nChanged 54
		SP:Iteration 54Q (95634.310000 sec): 3 clusters
  Score: Raw -1052363.883914 + Penalty 2945.248895 = -1049418.635019
  nChanged 46
		SP:Iteration 55Q (95634.510000 sec): 3 clusters
  Score: Raw -1052376.991609 + Penalty 2945.248895 = -1049431.742714
  nChanged 49
		SP:Iteration 56Q (95634.730000 sec): 3 clusters
  Score: Raw -1052397.488074 + Penalty 2945.248895 = -1049452.239179
  nChanged 57
		SP:Iteration 57Q (95634.950000 sec): 3 clusters
  Score: Raw -1052415.498909 + Penalty 2945.248895 = -1049470.250013
  nChanged 61
		SP:Iteration 58Q (95635.180000 sec): 3 clusters
  Score: Raw -1052442.439816 + Penalty 2945.248895 = -1049497.190921
  nChanged 71
		SP:Iteration 59Q (95635.370000 sec): 3 clusters
  Score: Raw -1052471.244945 + Penalty 2945.248895 = -1049525.996050
  nChanged 68
		SP:Iteration 60F (95635.630000 sec): 3 clusters
  Score: Raw -1052495.668269 + Penalty 2945.248895 = -1049550.419374
  nChanged 65
		SP:Iteration 61Q (95635.860000 sec): 3 clusters
  Score: Raw -1052521.706055 + Penalty 2945.248895 = -1049576.457159
  nChanged 62
		SP:Iteration 62Q (95636.090000 sec): 3 clusters
  Score: Raw -1052542.948765 + Penalty 2945.248895 = -1049597.699870
  nChanged 53
		SP:Iteration 63Q (95636.330000 sec): 3 clusters
  Score: Raw -1052557.952230 + Penalty 2945.248895 = -1049612.703334
  nChanged 44
		SP:Iteration 64Q (95636.540000 sec): 3 clusters
  Score: Raw -1052570.687820 + Penalty 2945.248895 = -1049625.438925
  nChanged 33
		SP:Iteration 65Q (95636.850000 sec): 3 clusters
  Score: Raw -1052577.982272 + Penalty 2945.248895 = -1049632.733377
  nChanged 30
		SP:Iteration 66Q (95637.080000 sec): 3 clusters
  Score: Raw -1052583.987274 + Penalty 2945.248895 = -1049638.738379
  nChanged 31
		SP:Iteration 67Q (95637.310000 sec): 3 clusters
  Score: Raw -1052589.843179 + Penalty 2945.248895 = -1049644.594284
  nChanged 29
		SP:Iteration 68Q (95637.520000 sec): 3 clusters
  Score: Raw -1052595.590853 + Penalty 2945.248895 = -1049650.341958
  nChanged 27
		SP:Iteration 69Q (95637.750000 sec): 3 clusters
  Score: Raw -1052601.828712 + Penalty 2945.248895 = -1049656.579816
  nChanged 30
		SP:Iteration 70Q (95637.950000 sec): 3 clusters
  Score: Raw -1052609.189468 + Penalty 2945.248895 = -1049663.940573
  nChanged 30
		SP:Iteration 71Q (95638.210000 sec): 3 clusters
  Score: Raw -1052616.278003 + Penalty 2945.248895 = -1049671.029108
  nChanged 28
		SP:Iteration 72Q (95638.490000 sec): 3 clusters
  Score: Raw -1052622.212964 + Penalty 2945.248895 = -1049676.964069
  nChanged 25
		SP:Iteration 73Q (95638.700000 sec): 3 clusters
  Score: Raw -1052628.161298 + Penalty 2945.248895 = -1049682.912402
  nChanged 21
		SP:Iteration 74Q (95638.910000 sec): 3 clusters
  Score: Raw -1052632.280025 + Penalty 2945.248895 = -1049687.031130
  nChanged 18
		SP:Iteration 75Q (95639.250000 sec): 3 clusters
  Score: Raw -1052635.280692 + Penalty 2945.248895 = -1049690.031797
  nChanged 15
		SP:Iteration 76Q (95639.490000 sec): 3 clusters
  Score: Raw -1052638.721006 + Penalty 2945.248895 = -1049693.472111
  nChanged 21
		SP:Iteration 77Q (95639.670000 sec): 3 clusters
  Score: Raw -1052644.195797 + Penalty 2945.248895 = -1049698.946901
  nChanged 29
		SP:Iteration 78Q (95639.880000 sec): 3 clusters
  Score: Raw -1052651.336921 + Penalty 2945.248895 = -1049706.088026
  nChanged 36
		SP:Iteration 79Q (95640.160000 sec): 3 clusters
  Score: Raw -1052659.058052 + Penalty 2945.248895 = -1049713.809156
  nChanged 23
		SP:Iteration 80F (95640.400000 sec): 3 clusters
  Score: Raw -1052664.604161 + Penalty 2945.248895 = -1049719.355266
  nChanged 23
		SP:Iteration 81Q (95640.610000 sec): 3 clusters
  Score: Raw -1052669.411219 + Penalty 2945.248895 = -1049724.162324
  nChanged 20
		SP:Iteration 82Q (95640.820000 sec): 3 clusters
  Score: Raw -1052674.806459 + Penalty 2945.248895 = -1049729.557564
  nChanged 25
		SP:Iteration 83Q (95641.110000 sec): 3 clusters
  Score: Raw -1052680.551935 + Penalty 2945.248895 = -1049735.303039
  nChanged 20
		SP:Iteration 84Q (95641.280000 sec): 3 clusters
  Score: Raw -1052685.618083 + Penalty 2945.248895 = -1049740.369188
  nChanged 24
		SP:Iteration 85Q (95641.440000 sec): 3 clusters
  Score: Raw -1052691.515999 + Penalty 2945.248895 = -1049746.267103
  nChanged 23
		SP:Iteration 86Q (95641.690000 sec): 3 clusters
  Score: Raw -1052698.049403 + Penalty 2945.248895 = -1049752.800508
  nChanged 20
		SP:Iteration 87Q (95641.870000 sec): 3 clusters
  Score: Raw -1052704.277318 + Penalty 2945.248895 = -1049759.028423
  nChanged 27
		SP:Iteration 88Q (95642.100000 sec): 3 clusters
  Score: Raw -1052712.363951 + Penalty 2945.248895 = -1049767.115056
  nChanged 29
		SP:Iteration 89Q (95642.330000 sec): 3 clusters
  Score: Raw -1052721.404130 + Penalty 2945.248895 = -1049776.155234
  nChanged 32
		SP:Iteration 90Q (95642.520000 sec): 3 clusters
  Score: Raw -1052730.536668 + Penalty 2945.248895 = -1049785.287773
  nChanged 34
		SP:Iteration 91Q (95642.750000 sec): 3 clusters
  Score: Raw -1052742.188210 + Penalty 2945.248895 = -1049796.939315
  nChanged 36
		SP:Iteration 92Q (95642.930000 sec): 3 clusters
  Score: Raw -1052753.603111 + Penalty 2945.248895 = -1049808.354216
  nChanged 25
		SP:Iteration 93Q (95643.180000 sec): 3 clusters
  Score: Raw -1052761.080533 + Penalty 2945.248895 = -1049815.831637
  nChanged 28
		SP:Iteration 94Q (95643.370000 sec): 3 clusters
  Score: Raw -1052774.759527 + Penalty 2945.248895 = -1049829.510632
  nChanged 40
		SP:Iteration 95Q (95643.610000 sec): 3 clusters
  Score: Raw -1052797.799369 + Penalty 2945.248895 = -1049852.550474
  nChanged 49
		SP:Iteration 96Q (95643.790000 sec): 3 clusters
  Score: Raw -1052819.699510 + Penalty 2945.248895 = -1049874.450615
  nChanged 50
		SP:Iteration 97Q (95644.050000 sec): 3 clusters
  Score: Raw -1052841.060641 + Penalty 2945.248895 = -1049895.811746
  nChanged 51
		SP:Iteration 98Q (95644.250000 sec): 3 clusters
  Score: Raw -1052860.034875 + Penalty 2945.248895 = -1049914.785980
  nChanged 36
		SP:Iteration 99Q (95644.490000 sec): 3 clusters
  Score: Raw -1052872.323035 + Penalty 2945.248895 = -1049927.074139
  nChanged 36
		SP:Iteration 100F (95644.750000 sec): 3 clusters
  Score: Raw -1052884.527630 + Penalty 2945.248895 = -1049939.278735
  nChanged 36
		SP:Iteration 101Q (95644.980000 sec): 3 clusters
  Score: Raw -1052895.285607 + Penalty 2945.248895 = -1049950.036712
  nChanged 26
		SP:Iteration 102Q (95645.210000 sec): 3 clusters
  Score: Raw -1052903.781381 + Penalty 2945.248895 = -1049958.532485
  nChanged 27
		SP:Iteration 103Q (95645.430000 sec): 3 clusters
  Score: Raw -1052910.521080 + Penalty 2945.248895 = -1049965.272185
  nChanged 15
		SP:Iteration 104Q (95645.610000 sec): 3 clusters
  Score: Raw -1052914.431414 + Penalty 2945.248895 = -1049969.182519
  nChanged 14
		SP:Iteration 105Q (95645.820000 sec): 3 clusters
  Score: Raw -1052917.825817 + Penalty 2945.248895 = -1049972.576922
  nChanged 17
		SP:Iteration 106Q (95646.050000 sec): 3 clusters
  Score: Raw -1052923.084595 + Penalty 2945.248895 = -1049977.835700
  nChanged 17
		SP:Iteration 107Q (95646.290000 sec): 3 clusters
  Score: Raw -1052929.877587 + Penalty 2945.248895 = -1049984.628692
  nChanged 24
		SP:Iteration 108Q (95646.510000 sec): 3 clusters
  Score: Raw -1052937.888592 + Penalty 2945.248895 = -1049992.639697
  nChanged 34
		SP:Iteration 109Q (95646.730000 sec): 3 clusters
  Score: Raw -1052950.108166 + Penalty 2945.248895 = -1050004.859270
  nChanged 26
		SP:Iteration 110Q (95647.000000 sec): 3 clusters
  Score: Raw -1052956.180181 + Penalty 2945.248895 = -1050010.931285
  nChanged 16
		SP:Iteration 111Q (95647.240000 sec): 3 clusters
  Score: Raw -1052960.877432 + Penalty 2945.248895 = -1050015.628536
  nChanged 14
		SP:Iteration 112Q (95647.480000 sec): 3 clusters
  Score: Raw -1052964.920532 + Penalty 2945.248895 = -1050019.671636
  nChanged 15
		SP:Iteration 113Q (95647.750000 sec): 3 clusters
  Score: Raw -1052969.336311 + Penalty 2945.248895 = -1050024.087415
  nChanged 10
		SP:Iteration 114Q (95647.990000 sec): 3 clusters
  Score: Raw -1052971.788597 + Penalty 2945.248895 = -1050026.539702
  nChanged 11
		SP:Iteration 115Q (95648.190000 sec): 3 clusters
  Score: Raw -1052974.538287 + Penalty 2945.248895 = -1050029.289392
  nChanged 13
		SP:Iteration 116Q (95648.450000 sec): 3 clusters
  Score: Raw -1052978.807455 + Penalty 2945.248895 = -1050033.558559
  nChanged 15
		SP:Iteration 117Q (95648.680000 sec): 3 clusters
  Score: Raw -1052983.621937 + Penalty 2945.248895 = -1050038.373042
  nChanged 13
		SP:Iteration 118Q (95648.960000 sec): 3 clusters
  Score: Raw -1052988.322088 + Penalty 2945.248895 = -1050043.073193
  nChanged 12
		SP:Iteration 119Q (95649.160000 sec): 3 clusters
  Score: Raw -1052992.348456 + Penalty 2945.248895 = -1050047.099561
  nChanged 10
		SP:Iteration 120F (95649.390000 sec): 3 clusters
  Score: Raw -1052994.072548 + Penalty 2945.248895 = -1050048.823652
  nChanged 8
		SP:Iteration 121Q (95649.660000 sec): 3 clusters
  Score: Raw -1052995.715981 + Penalty 2945.248895 = -1050050.467086
  nChanged 4
		SP:Iteration 122Q (95649.890000 sec): 3 clusters
  Score: Raw -1052996.316530 + Penalty 2945.248895 = -1050051.067634
  nChanged 2
		SP:Iteration 123Q (95650.120000 sec): 3 clusters
  Score: Raw -1052996.731480 + Penalty 2945.248895 = -1050051.482585
  nChanged 2
		SP:Iteration 124Q (95650.330000 sec): 3 clusters
  Score: Raw -1052997.319535 + Penalty 2945.248895 = -1050052.070640
  nChanged 1
		SP:Iteration 125Q (95650.660000 sec): 3 clusters
  Score: Raw -1052997.533028 + Penalty 2945.248895 = -1050052.284133
  nChanged 2
		SP:Iteration 126Q (95650.880000 sec): 3 clusters
  Score: Raw -1052998.068322 + Penalty 2945.248895 = -1050052.819427
  nChanged 2
		SP:Iteration 127Q (95651.100000 sec): 3 clusters
  Score: Raw -1052998.539745 + Penalty 2945.248895 = -1050053.290850
  nChanged 5
		SP:Iteration 128Q (95651.310000 sec): 3 clusters
  Score: Raw -1053000.181245 + Penalty 2945.248895 = -1050054.932350
  nChanged 7
		SP:Iteration 129Q (95651.580000 sec): 3 clusters
  Score: Raw -1053001.544473 + Penalty 2945.248895 = -1050056.295578
  nChanged 8
		SP:Iteration 130Q (95651.800000 sec): 3 clusters
  Score: Raw -1053003.572863 + Penalty 2945.248895 = -1050058.323967
  nChanged 10
		SP:Iteration 131Q (95652.050000 sec): 3 clusters
  Score: Raw -1053005.535899 + Penalty 2945.248895 = -1050060.287003
  nChanged 7
		SP:Iteration 132Q (95652.210000 sec): 3 clusters
  Score: Raw -1053007.350749 + Penalty 2945.248895 = -1050062.101854
  nChanged 11
		SP:Iteration 133Q (95652.420000 sec): 3 clusters
  Score: Raw -1053010.177820 + Penalty 2945.248895 = -1050064.928925
  nChanged 11
		SP:Iteration 134Q (95652.650000 sec): 3 clusters
  Score: Raw -1053013.537931 + Penalty 2945.248895 = -1050068.289036
  nChanged 14
		SP:Iteration 135Q (95652.870000 sec): 3 clusters
  Score: Raw -1053016.847734 + Penalty 2945.248895 = -1050071.598838
  nChanged 10
		SP:Iteration 136Q (95653.080000 sec): 3 clusters
  Score: Raw -1053018.810108 + Penalty 2945.248895 = -1050073.561213
  nChanged 5
		SP:Iteration 137Q (95653.200000 sec): 3 clusters
  Score: Raw -1053020.053090 + Penalty 2945.248895 = -1050074.804195
  nChanged 5
		SP:Iteration 138Q (95653.420000 sec): 3 clusters
  Score: Raw -1053021.165056 + Penalty 2945.248895 = -1050075.916161
  nChanged 5
		SP:Iteration 139Q (95653.650000 sec): 3 clusters
  Score: Raw -1053022.327439 + Penalty 2945.248895 = -1050077.078544
  nChanged 6
		SP:Iteration 140F (95653.830000 sec): 3 clusters
  Score: Raw -1053024.295874 + Penalty 2945.248895 = -1050079.046978
  nChanged 7
		SP:Iteration 141Q (95653.970000 sec): 3 clusters
  Score: Raw -1053026.202043 + Penalty 2945.248895 = -1050080.953147
  nChanged 6
		SP:Iteration 142Q (95654.150000 sec): 3 clusters
  Score: Raw -1053028.509485 + Penalty 2945.248895 = -1050083.260590
  nChanged 4
		SP:Iteration 143Q (95654.340000 sec): 3 clusters
  Score: Raw -1053029.889490 + Penalty 2945.248895 = -1050084.640595
  nChanged 6
		SP:Iteration 144Q (95654.540000 sec): 3 clusters
  Score: Raw -1053032.361706 + Penalty 2945.248895 = -1050087.112811
  nChanged 9
		SP:Iteration 145Q (95654.750000 sec): 3 clusters
  Score: Raw -1053034.843176 + Penalty 2945.248895 = -1050089.594280
  nChanged 10
		SP:Iteration 146Q (95654.920000 sec): 3 clusters
  Score: Raw -1053038.290331 + Penalty 2945.248895 = -1050093.041436
  nChanged 9
		SP:Iteration 147Q (95655.190000 sec): 3 clusters
  Score: Raw -1053040.613506 + Penalty 2945.248895 = -1050095.364611
  nChanged 7
		SP:Iteration 148Q (95655.480000 sec): 3 clusters
  Score: Raw -1053043.327040 + Penalty 2945.248895 = -1050098.078145
  nChanged 11
		SP:Iteration 149Q (95655.760000 sec): 3 clusters
  Score: Raw -1053046.513481 + Penalty 2945.248895 = -1050101.264585
  nChanged 12
		SP:Iteration 150Q (95655.950000 sec): 3 clusters
  Score: Raw -1053050.740535 + Penalty 2945.248895 = -1050105.491639
  nChanged 9
		SP:Iteration 151Q (95656.200000 sec): 3 clusters
  Score: Raw -1053053.121999 + Penalty 2945.248895 = -1050107.873104
  nChanged 6
		SP:Iteration 152Q (95656.420000 sec): 3 clusters
  Score: Raw -1053054.568906 + Penalty 2945.248895 = -1050109.320011
  nChanged 5
		SP:Iteration 153Q (95656.660000 sec): 3 clusters
  Score: Raw -1053056.285414 + Penalty 2945.248895 = -1050111.036519
  nChanged 6
		SP:Iteration 154Q (95656.880000 sec): 3 clusters
  Score: Raw -1053057.458504 + Penalty 2945.248895 = -1050112.209609
  nChanged 0
		SP:Iteration 155F (95657.060000 sec): 3 clusters
  Score: Raw -1053057.458504 + Penalty 2945.248895 = -1050112.209609
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95657.310000 sec): 2 clusters
  Score: Raw -2770929.226537 + Penalty 1640.547501 = -2769288.679037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95657.680000 sec): 3 clusters
  Score: Raw -2755991.965872 + Penalty 3281.095002 = -2752710.870870
  nChanged 11176
		SP:Iteration 1F (95657.920000 sec): 3 clusters
  Score: Raw -2762190.807923 + Penalty 3281.095002 = -2758909.712922
  nChanged 1131
		SP:Iteration 2Q (95658.230000 sec): 3 clusters
  Score: Raw -2762553.300991 + Penalty 3281.095002 = -2759272.205989
  nChanged 1000
		SP:Iteration 3Q (95658.600000 sec): 3 clusters
  Score: Raw -2762877.503901 + Penalty 3281.095002 = -2759596.408899
  nChanged 973
		SP:Iteration 4Q (95658.850000 sec): 3 clusters
  Score: Raw -2763210.509283 + Penalty 3281.095002 = -2759929.414281
  nChanged 931
		SP:Iteration 5Q (95659.200000 sec): 3 clusters
  Score: Raw -2763557.808907 + Penalty 3281.095002 = -2760276.713905
  nChanged 928
		SP:Iteration 6Q (95659.520000 sec): 3 clusters
  Score: Raw -2763932.966799 + Penalty 3281.095002 = -2760651.871797
  nChanged 937
		SP:Iteration 7Q (95659.830000 sec): 3 clusters
  Score: Raw -2764320.231181 + Penalty 3281.095002 = -2761039.136179
  nChanged 1002
		SP:Iteration 8Q (95660.150000 sec): 3 clusters
  Score: Raw -2764747.920590 + Penalty 3281.095002 = -2761466.825588
  nChanged 1080
		SP:Iteration 9Q (95660.530000 sec): 3 clusters
  Score: Raw -2765250.328510 + Penalty 3281.095002 = -2761969.233509
  nChanged 1126
		SP:Iteration 10Q (95660.890000 sec): 3 clusters
  Score: Raw -2765804.835849 + Penalty 3281.095002 = -2762523.740847
  nChanged 1115
		SP:Iteration 11Q (95661.310000 sec): 3 clusters
  Score: Raw -2766432.030343 + Penalty 3281.095002 = -2763150.935342
  nChanged 1159
		SP:Iteration 12Q (95661.630000 sec): 3 clusters
  Score: Raw -2767169.189531 + Penalty 3281.095002 = -2763888.094530
  nChanged 1113
		SP:Iteration 13Q (95662.050000 sec): 3 clusters
  Score: Raw -2767949.788248 + Penalty 3281.095002 = -2764668.693247
  nChanged 1083
		SP:Iteration 14Q (95662.370000 sec): 3 clusters
  Score: Raw -2768780.509128 + Penalty 3281.095002 = -2765499.414127
  nChanged 900
		SP:Iteration 15Q (95662.650000 sec): 3 clusters
  Score: Raw -2769521.703709 + Penalty 3281.095002 = -2766240.608707
  nChanged 667
		SP:Iteration 16Q (95663.020000 sec): 3 clusters
  Score: Raw -2770083.395227 + Penalty 3281.095002 = -2766802.300226
  nChanged 443
		SP:Iteration 17Q (95663.340000 sec): 3 clusters
  Score: Raw -2770462.494038 + Penalty 3281.095002 = -2767181.399036
  nChanged 277
		SP:Iteration 18Q (95663.690000 sec): 3 clusters
  Score: Raw -2770722.074312 + Penalty 3281.095002 = -2767440.979310
  nChanged 202
		SP:Iteration 19Q (95664.060000 sec): 3 clusters
  Score: Raw -2770886.147364 + Penalty 3281.095002 = -2767605.052362
  nChanged 155
		SP:Iteration 20F (95664.400000 sec): 3 clusters
  Score: Raw -2771004.236660 + Penalty 3281.095002 = -2767723.141658
  nChanged 106
		SP:Iteration 21Q (95664.720000 sec): 3 clusters
  Score: Raw -2771077.752046 + Penalty 3281.095002 = -2767796.657044
  nChanged 65
		SP:Iteration 22Q (95665.030000 sec): 3 clusters
  Score: Raw -2771117.705502 + Penalty 3281.095002 = -2767836.610500
  nChanged 47
		SP:Iteration 23Q (95665.330000 sec): 3 clusters
  Score: Raw -2771147.400680 + Penalty 3281.095002 = -2767866.305678
  nChanged 38
		SP:Iteration 24Q (95665.610000 sec): 3 clusters
  Score: Raw -2771171.438147 + Penalty 3281.095002 = -2767890.343145
  nChanged 25
		SP:Iteration 25Q (95665.910000 sec): 3 clusters
  Score: Raw -2771187.856960 + Penalty 3281.095002 = -2767906.761958
  nChanged 22
		SP:Iteration 26Q (95666.230000 sec): 3 clusters
  Score: Raw -2771200.306762 + Penalty 3281.095002 = -2767919.211760
  nChanged 14
		SP:Iteration 27Q (95666.490000 sec): 3 clusters
  Score: Raw -2771206.179052 + Penalty 3281.095002 = -2767925.084050
  nChanged 10
		SP:Iteration 28Q (95666.810000 sec): 3 clusters
  Score: Raw -2771212.779122 + Penalty 3281.095002 = -2767931.684120
  nChanged 10
		SP:Iteration 29Q (95667.120000 sec): 3 clusters
  Score: Raw -2771218.482500 + Penalty 3281.095002 = -2767937.387499
  nChanged 13
		SP:Iteration 30Q (95667.450000 sec): 3 clusters
  Score: Raw -2771224.184045 + Penalty 3281.095002 = -2767943.089043
  nChanged 10
		SP:Iteration 31Q (95667.780000 sec): 3 clusters
  Score: Raw -2771229.593450 + Penalty 3281.095002 = -2767948.498449
  nChanged 7
		SP:Iteration 32Q (95668.090000 sec): 3 clusters
  Score: Raw -2771233.134775 + Penalty 3281.095002 = -2767952.039773
  nChanged 8
		SP:Iteration 33Q (95668.340000 sec): 3 clusters
  Score: Raw -2771236.691893 + Penalty 3281.095002 = -2767955.596891
  nChanged 5
		SP:Iteration 34Q (95668.640000 sec): 3 clusters
  Score: Raw -2771238.945599 + Penalty 3281.095002 = -2767957.850598
  nChanged 5
		SP:Iteration 35Q (95668.990000 sec): 3 clusters
  Score: Raw -2771241.080264 + Penalty 3281.095002 = -2767959.985262
  nChanged 1
		SP:Iteration 36Q (95669.300000 sec): 3 clusters
  Score: Raw -2771241.532116 + Penalty 3281.095002 = -2767960.437114
  nChanged 1
		SP:Iteration 37Q (95669.550000 sec): 3 clusters
  Score: Raw -2771241.887830 + Penalty 3281.095002 = -2767960.792828
  nChanged 0
		SP:Iteration 38F (95669.810000 sec): 3 clusters
  Score: Raw -2771241.887830 + Penalty 3281.095002 = -2767960.792828
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95669.960000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95670.210000 sec): 3 clusters
  Score: Raw -55164.544858 + Penalty 1996.860331 = -53167.684527
  nChanged 102
		SP:Iteration 1F (95670.390000 sec): 3 clusters
  Score: Raw -55299.313834 + Penalty 1996.860331 = -53302.453503
  nChanged 28
		SP:Iteration 2F (95670.570000 sec): 3 clusters
  Score: Raw -55349.540020 + Penalty 1996.860331 = -53352.679689
  nChanged 8
		SP:Iteration 3Q (95670.760000 sec): 3 clusters
  Score: Raw -55363.706206 + Penalty 1996.860331 = -53366.845874
  nChanged 5
		SP:Iteration 4Q (95670.970000 sec): 3 clusters
  Score: Raw -55371.646331 + Penalty 1996.860331 = -53374.786000
  nChanged 3
		SP:Iteration 5Q (95671.130000 sec): 3 clusters
  Score: Raw -55378.092742 + Penalty 1996.860331 = -53381.232411
  nChanged 7
		SP:Iteration 6Q (95671.310000 sec): 3 clusters
  Score: Raw -55386.398849 + Penalty 1996.860331 = -53389.538518
  nChanged 4
		SP:Iteration 7Q (95671.490000 sec): 3 clusters
  Score: Raw -55390.514594 + Penalty 1996.860331 = -53393.654263
  nChanged 5
		SP:Iteration 8Q (95671.630000 sec): 3 clusters
  Score: Raw -55405.082834 + Penalty 1996.860331 = -53408.222503
  nChanged 7
		SP:Iteration 9Q (95671.770000 sec): 3 clusters
  Score: Raw -55417.554397 + Penalty 1996.860331 = -53420.694066
  nChanged 2
		SP:Iteration 10Q (95671.910000 sec): 3 clusters
  Score: Raw -55418.635917 + Penalty 1996.860331 = -53421.775586
  nChanged 0
		SP:Iteration 11F (95672.050000 sec): 3 clusters
  Score: Raw -55418.635917 + Penalty 1996.860331 = -53421.775586
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95672.280000 sec): 2 clusters
  Score: Raw -3133384.655401 + Penalty 1658.858264 = -3131725.797138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95672.590000 sec): 3 clusters
  Score: Raw -3116762.946754 + Penalty 3317.716527 = -3113445.230226
  nChanged 12396
		SP:Iteration 1F (95672.980000 sec): 3 clusters
  Score: Raw -3123835.098235 + Penalty 3317.716527 = -3120517.381707
  nChanged 1301
		SP:Iteration 2Q (95673.370000 sec): 3 clusters
  Score: Raw -3124321.769438 + Penalty 3317.716527 = -3121004.052910
  nChanged 1260
		SP:Iteration 3Q (95673.740000 sec): 3 clusters
  Score: Raw -3124826.232790 + Penalty 3317.716527 = -3121508.516263
  nChanged 1242
		SP:Iteration 4Q (95674.150000 sec): 3 clusters
  Score: Raw -3125350.464908 + Penalty 3317.716527 = -3122032.748381
  nChanged 1224
		SP:Iteration 5Q (95674.490000 sec): 3 clusters
  Score: Raw -3125921.538437 + Penalty 3317.716527 = -3122603.821909
  nChanged 1232
		SP:Iteration 6Q (95674.850000 sec): 3 clusters
  Score: Raw -3126559.843186 + Penalty 3317.716527 = -3123242.126659
  nChanged 1241
		SP:Iteration 7Q (95675.230000 sec): 3 clusters
  Score: Raw -3127234.062672 + Penalty 3317.716527 = -3123916.346144
  nChanged 1258
		SP:Iteration 8Q (95675.550000 sec): 3 clusters
  Score: Raw -3127936.004710 + Penalty 3317.716527 = -3124618.288183
  nChanged 1241
		SP:Iteration 9Q (95675.850000 sec): 3 clusters
  Score: Raw -3128653.191821 + Penalty 3317.716527 = -3125335.475294
  nChanged 1174
		SP:Iteration 10Q (95676.290000 sec): 3 clusters
  Score: Raw -3129391.191303 + Penalty 3317.716527 = -3126073.474776
  nChanged 1102
		SP:Iteration 11Q (95676.670000 sec): 3 clusters
  Score: Raw -3130088.172158 + Penalty 3317.716527 = -3126770.455631
  nChanged 946
		SP:Iteration 12Q (95677.030000 sec): 3 clusters
  Score: Raw -3130647.558427 + Penalty 3317.716527 = -3127329.841900
  nChanged 839
		SP:Iteration 13Q (95677.330000 sec): 3 clusters
  Score: Raw -3131171.965139 + Penalty 3317.716527 = -3127854.248612
  nChanged 713
		SP:Iteration 14Q (95677.650000 sec): 3 clusters
  Score: Raw -3131624.525145 + Penalty 3317.716527 = -3128306.808618
  nChanged 641
		SP:Iteration 15Q (95677.990000 sec): 3 clusters
  Score: Raw -3132021.733182 + Penalty 3317.716527 = -3128704.016655
  nChanged 516
		SP:Iteration 16Q (95678.340000 sec): 3 clusters
  Score: Raw -3132333.850000 + Penalty 3317.716527 = -3129016.133473
  nChanged 478
		SP:Iteration 17Q (95678.690000 sec): 3 clusters
  Score: Raw -3132635.053960 + Penalty 3317.716527 = -3129317.337433
  nChanged 401
		SP:Iteration 18Q (95679.040000 sec): 3 clusters
  Score: Raw -3132873.752940 + Penalty 3317.716527 = -3129556.036413
  nChanged 333
		SP:Iteration 19Q (95679.400000 sec): 3 clusters
  Score: Raw -3133075.769890 + Penalty 3317.716527 = -3129758.053363
  nChanged 244
		SP:Iteration 20F (95679.750000 sec): 3 clusters
  Score: Raw -3133223.037186 + Penalty 3317.716527 = -3129905.320659
  nChanged 204
		SP:Iteration 21Q (95680.090000 sec): 3 clusters
  Score: Raw -3133329.782914 + Penalty 3317.716527 = -3130012.066387
  nChanged 128
		SP:Iteration 22Q (95680.360000 sec): 3 clusters
  Score: Raw -3133389.067680 + Penalty 3317.716527 = -3130071.351153
  nChanged 114
		SP:Iteration 23Q (95680.690000 sec): 3 clusters
  Score: Raw -3133446.193878 + Penalty 3317.716527 = -3130128.477350
  nChanged 106
		SP:Iteration 24Q (95681.020000 sec): 3 clusters
  Score: Raw -3133505.328454 + Penalty 3317.716527 = -3130187.611926
  nChanged 85
		SP:Iteration 25Q (95681.330000 sec): 3 clusters
  Score: Raw -3133541.764488 + Penalty 3317.716527 = -3130224.047960
  nChanged 63
		SP:Iteration 26Q (95681.660000 sec): 3 clusters
  Score: Raw -3133569.753581 + Penalty 3317.716527 = -3130252.037054
  nChanged 54
		SP:Iteration 27Q (95682.100000 sec): 3 clusters
  Score: Raw -3133594.018767 + Penalty 3317.716527 = -3130276.302240
  nChanged 50
		SP:Iteration 28Q (95682.360000 sec): 3 clusters
  Score: Raw -3133618.895428 + Penalty 3317.716527 = -3130301.178901
  nChanged 38
		SP:Iteration 29Q (95682.740000 sec): 3 clusters
  Score: Raw -3133640.066451 + Penalty 3317.716527 = -3130322.349924
  nChanged 38
		SP:Iteration 30Q (95683.060000 sec): 3 clusters
  Score: Raw -3133660.496911 + Penalty 3317.716527 = -3130342.780384
  nChanged 21
		SP:Iteration 31Q (95683.410000 sec): 3 clusters
  Score: Raw -3133671.681308 + Penalty 3317.716527 = -3130353.964780
  nChanged 28
		SP:Iteration 32Q (95683.730000 sec): 3 clusters
  Score: Raw -3133686.173023 + Penalty 3317.716527 = -3130368.456495
  nChanged 16
		SP:Iteration 33Q (95684.050000 sec): 3 clusters
  Score: Raw -3133695.497052 + Penalty 3317.716527 = -3130377.780525
  nChanged 14
		SP:Iteration 34Q (95684.390000 sec): 3 clusters
  Score: Raw -3133703.883159 + Penalty 3317.716527 = -3130386.166631
  nChanged 15
		SP:Iteration 35Q (95684.710000 sec): 3 clusters
  Score: Raw -3133710.643206 + Penalty 3317.716527 = -3130392.926678
  nChanged 10
		SP:Iteration 36Q (95685.010000 sec): 3 clusters
  Score: Raw -3133714.979051 + Penalty 3317.716527 = -3130397.262524
  nChanged 14
		SP:Iteration 37Q (95685.370000 sec): 3 clusters
  Score: Raw -3133722.906950 + Penalty 3317.716527 = -3130405.190423
  nChanged 10
		SP:Iteration 38Q (95685.760000 sec): 3 clusters
  Score: Raw -3133727.180846 + Penalty 3317.716527 = -3130409.464319
  nChanged 8
		SP:Iteration 39Q (95686.080000 sec): 3 clusters
  Score: Raw -3133730.807725 + Penalty 3317.716527 = -3130413.091197
  nChanged 5
		SP:Iteration 40F (95686.430000 sec): 3 clusters
  Score: Raw -3133734.297171 + Penalty 3317.716527 = -3130416.580644
  nChanged 5
		SP:Iteration 41Q (95686.730000 sec): 3 clusters
  Score: Raw -3133737.151124 + Penalty 3317.716527 = -3130419.434597
  nChanged 4
		SP:Iteration 42Q (95687.060000 sec): 3 clusters
  Score: Raw -3133739.115043 + Penalty 3317.716527 = -3130421.398516
  nChanged 3
		SP:Iteration 43Q (95687.330000 sec): 3 clusters
  Score: Raw -3133740.250349 + Penalty 3317.716527 = -3130422.533822
  nChanged 1
		SP:Iteration 44Q (95687.630000 sec): 3 clusters
  Score: Raw -3133740.976436 + Penalty 3317.716527 = -3130423.259908
  nChanged 2
		SP:Iteration 45Q (95687.920000 sec): 3 clusters
  Score: Raw -3133741.677244 + Penalty 3317.716527 = -3130423.960716
  nChanged 0
		SP:Iteration 46F (95688.240000 sec): 3 clusters
  Score: Raw -3133741.677244 + Penalty 3317.716527 = -3130423.960716
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95688.370000 sec): 2 clusters
  Score: Raw -43762.826522 + Penalty 984.227402 = -42778.599119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95688.550000 sec): 3 clusters
  Score: Raw -43726.338067 + Penalty 1968.454804 = -41757.883263
  nChanged 101
		SP:Iteration 1F (95688.720000 sec): 3 clusters
  Score: Raw -43909.014832 + Penalty 1968.454804 = -41940.560028
  nChanged 32
		SP:Iteration 2F (95688.880000 sec): 3 clusters
  Score: Raw -44024.979937 + Penalty 1968.454804 = -42056.525133
  nChanged 24
		SP:Iteration 3F (95689.060000 sec): 3 clusters
  Score: Raw -44089.479887 + Penalty 1968.454804 = -42121.025083
  nChanged 18
		SP:Iteration 4Q (95689.250000 sec): 3 clusters
  Score: Raw -44143.073037 + Penalty 1968.454804 = -42174.618232
  nChanged 13
		SP:Iteration 5Q (95689.450000 sec): 3 clusters
  Score: Raw -44174.746957 + Penalty 1968.454804 = -42206.292152
  nChanged 6
		SP:Iteration 6Q (95689.640000 sec): 3 clusters
  Score: Raw -44184.450674 + Penalty 1968.454804 = -42215.995870
  nChanged 6
		SP:Iteration 7Q (95689.850000 sec): 3 clusters
  Score: Raw -44199.470100 + Penalty 1968.454804 = -42231.015296
  nChanged 10
		SP:Iteration 8Q (95690.050000 sec): 3 clusters
  Score: Raw -44230.190363 + Penalty 1968.454804 = -42261.735558
  nChanged 10
		SP:Iteration 9Q (95690.280000 sec): 3 clusters
  Score: Raw -44270.102715 + Penalty 1968.454804 = -42301.647911
  nChanged 10
		SP:Iteration 10Q (95690.520000 sec): 3 clusters
  Score: Raw -44313.469219 + Penalty 1968.454804 = -42345.014415
  nChanged 7
		SP:Iteration 11Q (95690.660000 sec): 3 clusters
  Score: Raw -44341.341886 + Penalty 1968.454804 = -42372.887081
  nChanged 7
		SP:Iteration 12Q (95690.850000 sec): 3 clusters
  Score: Raw -44392.292186 + Penalty 1968.454804 = -42423.837382
  nChanged 8
		SP:Iteration 13Q (95691.050000 sec): 3 clusters
  Score: Raw -44424.948512 + Penalty 1968.454804 = -42456.493707
  nChanged 6
		SP:Iteration 14Q (95691.260000 sec): 3 clusters
  Score: Raw -44449.883499 + Penalty 1968.454804 = -42481.428694
  nChanged 5
		SP:Iteration 15Q (95691.420000 sec): 3 clusters
  Score: Raw -44485.690248 + Penalty 1968.454804 = -42517.235444
  nChanged 5
		SP:Iteration 16Q (95691.600000 sec): 3 clusters
  Score: Raw -44498.593103 + Penalty 1968.454804 = -42530.138298
  nChanged 2
		SP:Iteration 17Q (95691.800000 sec): 3 clusters
  Score: Raw -44504.631473 + Penalty 1968.454804 = -42536.176669
  nChanged 1
		SP:Iteration 18Q (95691.950000 sec): 3 clusters
  Score: Raw -44505.261121 + Penalty 1968.454804 = -42536.806317
  nChanged 0
		SP:Iteration 19F (95692.170000 sec): 3 clusters
  Score: Raw -44505.261121 + Penalty 1968.454804 = -42536.806317
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95692.360000 sec): 2 clusters
  Score: Raw -492697.004604 + Penalty 1355.246518 = -491341.758086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95692.580000 sec): 3 clusters
  Score: Raw -490621.309786 + Penalty 2710.493036 = -487910.816751
  nChanged 1631
		SP:Iteration 1F (95692.840000 sec): 3 clusters
  Score: Raw -491506.560171 + Penalty 2710.493036 = -488796.067135
  nChanged 310
		SP:Iteration 2F (95693.070000 sec): 3 clusters
  Score: Raw -491687.222014 + Penalty 2710.493036 = -488976.728978
  nChanged 245
		SP:Iteration 3F (95693.310000 sec): 3 clusters
  Score: Raw -491836.957665 + Penalty 2710.493036 = -489126.464629
  nChanged 212
		SP:Iteration 4F (95693.540000 sec): 3 clusters
  Score: Raw -491961.766662 + Penalty 2710.493036 = -489251.273626
  nChanged 191
		SP:Iteration 5Q (95693.760000 sec): 3 clusters
  Score: Raw -492070.822013 + Penalty 2710.493036 = -489360.328977
  nChanged 158
		SP:Iteration 6Q (95693.940000 sec): 3 clusters
  Score: Raw -492165.575641 + Penalty 2710.493036 = -489455.082605
  nChanged 152
		SP:Iteration 7Q (95694.190000 sec): 3 clusters
  Score: Raw -492260.916866 + Penalty 2710.493036 = -489550.423830
  nChanged 137
		SP:Iteration 8Q (95694.390000 sec): 3 clusters
  Score: Raw -492351.114501 + Penalty 2710.493036 = -489640.621465
  nChanged 106
		SP:Iteration 9Q (95694.620000 sec): 3 clusters
  Score: Raw -492413.176245 + Penalty 2710.493036 = -489702.683209
  nChanged 92
		SP:Iteration 10Q (95694.810000 sec): 3 clusters
  Score: Raw -492467.503255 + Penalty 2710.493036 = -489757.010219
  nChanged 84
		SP:Iteration 11Q (95694.990000 sec): 3 clusters
  Score: Raw -492518.204424 + Penalty 2710.493036 = -489807.711388
  nChanged 69
		SP:Iteration 12Q (95695.140000 sec): 3 clusters
  Score: Raw -492560.942269 + Penalty 2710.493036 = -489850.449233
  nChanged 61
		SP:Iteration 13Q (95695.310000 sec): 3 clusters
  Score: Raw -492593.642759 + Penalty 2710.493036 = -489883.149723
  nChanged 41
		SP:Iteration 14Q (95695.540000 sec): 3 clusters
  Score: Raw -492617.980827 + Penalty 2710.493036 = -489907.487791
  nChanged 39
		SP:Iteration 15Q (95695.720000 sec): 3 clusters
  Score: Raw -492640.588492 + Penalty 2710.493036 = -489930.095456
  nChanged 35
		SP:Iteration 16Q (95695.940000 sec): 3 clusters
  Score: Raw -492661.588037 + Penalty 2710.493036 = -489951.095001
  nChanged 38
		SP:Iteration 17Q (95696.140000 sec): 3 clusters
  Score: Raw -492686.680959 + Penalty 2710.493036 = -489976.187923
  nChanged 44
		SP:Iteration 18Q (95696.350000 sec): 3 clusters
  Score: Raw -492713.057554 + Penalty 2710.493036 = -490002.564518
  nChanged 37
		SP:Iteration 19Q (95696.510000 sec): 3 clusters
  Score: Raw -492735.147575 + Penalty 2710.493036 = -490024.654539
  nChanged 31
		SP:Iteration 20F (95696.640000 sec): 3 clusters
  Score: Raw -492752.244116 + Penalty 2710.493036 = -490041.751080
  nChanged 26
		SP:Iteration 21Q (95696.800000 sec): 3 clusters
  Score: Raw -492766.899648 + Penalty 2710.493036 = -490056.406612
  nChanged 20
		SP:Iteration 22Q (95696.960000 sec): 3 clusters
  Score: Raw -492777.617181 + Penalty 2710.493036 = -490067.124145
  nChanged 16
		SP:Iteration 23Q (95697.120000 sec): 3 clusters
  Score: Raw -492785.160081 + Penalty 2710.493036 = -490074.667045
  nChanged 13
		SP:Iteration 24Q (95697.280000 sec): 3 clusters
  Score: Raw -492791.112090 + Penalty 2710.493036 = -490080.619054
  nChanged 7
		SP:Iteration 25Q (95697.440000 sec): 3 clusters
  Score: Raw -492794.310854 + Penalty 2710.493036 = -490083.817818
  nChanged 10
		SP:Iteration 26Q (95697.600000 sec): 3 clusters
  Score: Raw -492801.062161 + Penalty 2710.493036 = -490090.569125
  nChanged 14
		SP:Iteration 27Q (95697.760000 sec): 3 clusters
  Score: Raw -492807.662277 + Penalty 2710.493036 = -490097.169241
  nChanged 14
		SP:Iteration 28Q (95697.920000 sec): 3 clusters
  Score: Raw -492815.189590 + Penalty 2710.493036 = -490104.696554
  nChanged 12
		SP:Iteration 29Q (95698.080000 sec): 3 clusters
  Score: Raw -492820.673057 + Penalty 2710.493036 = -490110.180021
  nChanged 7
		SP:Iteration 30Q (95698.240000 sec): 3 clusters
  Score: Raw -492825.008096 + Penalty 2710.493036 = -490114.515060
  nChanged 7
		SP:Iteration 31Q (95698.400000 sec): 3 clusters
  Score: Raw -492830.492907 + Penalty 2710.493036 = -490119.999871
  nChanged 8
		SP:Iteration 32Q (95698.560000 sec): 3 clusters
  Score: Raw -492834.437071 + Penalty 2710.493036 = -490123.944035
  nChanged 3
		SP:Iteration 33Q (95698.760000 sec): 3 clusters
  Score: Raw -492835.625570 + Penalty 2710.493036 = -490125.132534
  nChanged 6
		SP:Iteration 34Q (95698.920000 sec): 3 clusters
  Score: Raw -492839.476596 + Penalty 2710.493036 = -490128.983560
  nChanged 3
		SP:Iteration 35Q (95699.080000 sec): 3 clusters
  Score: Raw -492840.794245 + Penalty 2710.493036 = -490130.301209
  nChanged 9
		SP:Iteration 36Q (95699.240000 sec): 3 clusters
  Score: Raw -492846.931070 + Penalty 2710.493036 = -490136.438035
  nChanged 9
		SP:Iteration 37Q (95699.400000 sec): 3 clusters
  Score: Raw -492853.863815 + Penalty 2710.493036 = -490143.370779
  nChanged 6
		SP:Iteration 38Q (95699.560000 sec): 3 clusters
  Score: Raw -492856.953470 + Penalty 2710.493036 = -490146.460434
  nChanged 3
		SP:Iteration 39Q (95699.720000 sec): 3 clusters
  Score: Raw -492858.368120 + Penalty 2710.493036 = -490147.875084
  nChanged 1
		SP:Iteration 40F (95699.880000 sec): 3 clusters
  Score: Raw -492858.968698 + Penalty 2710.493036 = -490148.475662
  nChanged 1
		SP:Iteration 41Q (95700.040000 sec): 3 clusters
  Score: Raw -492859.179692 + Penalty 2710.493036 = -490148.686656
  nChanged 1
		SP:Iteration 42Q (95700.200000 sec): 3 clusters
  Score: Raw -492861.144794 + Penalty 2710.493036 = -490150.651758
  nChanged 5
		SP:Iteration 43Q (95700.360000 sec): 3 clusters
  Score: Raw -492864.955982 + Penalty 2710.493036 = -490154.462946
  nChanged 8
		SP:Iteration 44Q (95700.520000 sec): 3 clusters
  Score: Raw -492870.893670 + Penalty 2710.493036 = -490160.400634
  nChanged 7
		SP:Iteration 45Q (95700.680000 sec): 3 clusters
  Score: Raw -492874.992008 + Penalty 2710.493036 = -490164.498972
  nChanged 8
		SP:Iteration 46Q (95700.840000 sec): 3 clusters
  Score: Raw -492880.091242 + Penalty 2710.493036 = -490169.598206
  nChanged 8
		SP:Iteration 47Q (95701.000000 sec): 3 clusters
  Score: Raw -492888.058635 + Penalty 2710.493036 = -490177.565600
  nChanged 11
		SP:Iteration 48Q (95701.160000 sec): 3 clusters
  Score: Raw -492898.607097 + Penalty 2710.493036 = -490188.114061
  nChanged 14
		SP:Iteration 49Q (95701.320000 sec): 3 clusters
  Score: Raw -492908.068936 + Penalty 2710.493036 = -490197.575900
  nChanged 9
		SP:Iteration 50Q (95701.480000 sec): 3 clusters
  Score: Raw -492916.227550 + Penalty 2710.493036 = -490205.734514
  nChanged 7
		SP:Iteration 51Q (95701.640000 sec): 3 clusters
  Score: Raw -492921.796146 + Penalty 2710.493036 = -490211.303110
  nChanged 5
		SP:Iteration 52Q (95701.800000 sec): 3 clusters
  Score: Raw -492926.994784 + Penalty 2710.493036 = -490216.501748
  nChanged 6
		SP:Iteration 53Q (95701.960000 sec): 3 clusters
  Score: Raw -492931.476738 + Penalty 2710.493036 = -490220.983702
  nChanged 1
		SP:Iteration 54Q (95702.120000 sec): 3 clusters
  Score: Raw -492931.915546 + Penalty 2710.493036 = -490221.422510
  nChanged 0
		SP:Iteration 55F (95702.280000 sec): 3 clusters
  Score: Raw -492931.915546 + Penalty 2710.493036 = -490221.422510
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95702.420000 sec): 2 clusters
  Score: Raw -84796.133376 + Penalty 1068.223027 = -83727.910348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95702.580000 sec): 3 clusters
  Score: Raw -84617.449248 + Penalty 2136.446054 = -82481.003194
  nChanged 188
		SP:Iteration 1F (95702.740000 sec): 3 clusters
  Score: Raw -84803.579420 + Penalty 2136.446054 = -82667.133366
  nChanged 42
		SP:Iteration 2F (95702.900000 sec): 3 clusters
  Score: Raw -84844.026748 + Penalty 2136.446054 = -82707.580694
  nChanged 17
		SP:Iteration 3Q (95703.060000 sec): 3 clusters
  Score: Raw -84864.694748 + Penalty 2136.446054 = -82728.248694
  nChanged 20
		SP:Iteration 4Q (95703.210000 sec): 3 clusters
  Score: Raw -84897.943251 + Penalty 2136.446054 = -82761.497196
  nChanged 17
		SP:Iteration 5Q (95703.370000 sec): 3 clusters
  Score: Raw -84915.128067 + Penalty 2136.446054 = -82778.682013
  nChanged 8
		SP:Iteration 6Q (95703.540000 sec): 3 clusters
  Score: Raw -84925.679428 + Penalty 2136.446054 = -82789.233373
  nChanged 7
		SP:Iteration 7Q (95703.680000 sec): 3 clusters
  Score: Raw -84932.565280 + Penalty 2136.446054 = -82796.119226
  nChanged 3
		SP:Iteration 8Q (95703.850000 sec): 3 clusters
  Score: Raw -84936.479280 + Penalty 2136.446054 = -82800.033226
  nChanged 4
		SP:Iteration 9Q (95704.010000 sec): 3 clusters
  Score: Raw -84942.946132 + Penalty 2136.446054 = -82806.500078
  nChanged 5
		SP:Iteration 10Q (95704.210000 sec): 3 clusters
  Score: Raw -84950.638615 + Penalty 2136.446054 = -82814.192560
  nChanged 3
		SP:Iteration 11Q (95704.370000 sec): 3 clusters
  Score: Raw -84954.012618 + Penalty 2136.446054 = -82817.566563
  nChanged 4
		SP:Iteration 12Q (95704.530000 sec): 3 clusters
  Score: Raw -84957.953188 + Penalty 2136.446054 = -82821.507134
  nChanged 3
		SP:Iteration 13Q (95704.690000 sec): 3 clusters
  Score: Raw -84960.979671 + Penalty 2136.446054 = -82824.533616
  nChanged 5
		SP:Iteration 14Q (95704.840000 sec): 3 clusters
  Score: Raw -84969.979165 + Penalty 2136.446054 = -82833.533111
  nChanged 4
		SP:Iteration 15Q (95705.000000 sec): 3 clusters
  Score: Raw -84973.799952 + Penalty 2136.446054 = -82837.353898
  nChanged 4
		SP:Iteration 16Q (95705.160000 sec): 3 clusters
  Score: Raw -84980.521662 + Penalty 2136.446054 = -82844.075608
  nChanged 3
		SP:Iteration 17Q (95705.320000 sec): 3 clusters
  Score: Raw -84984.707216 + Penalty 2136.446054 = -82848.261162
  nChanged 5
		SP:Iteration 18Q (95705.480000 sec): 3 clusters
  Score: Raw -84993.448351 + Penalty 2136.446054 = -82857.002297
  nChanged 2
		SP:Iteration 19Q (95705.640000 sec): 3 clusters
  Score: Raw -84996.878061 + Penalty 2136.446054 = -82860.432007
  nChanged 2
		SP:Iteration 20F (95705.800000 sec): 3 clusters
  Score: Raw -84998.579269 + Penalty 2136.446054 = -82862.133214
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95705.880000 sec): 2 clusters
  Score: Raw -207839.217142 + Penalty 1228.766784 = -206610.450358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95706.040000 sec): 3 clusters
  Score: Raw -207023.592830 + Penalty 2457.533567 = -204566.059263
  nChanged 703
		SP:Iteration 1F (95706.190000 sec): 3 clusters
  Score: Raw -207621.842700 + Penalty 2457.533567 = -205164.309133
  nChanged 173
		SP:Iteration 2F (95706.340000 sec): 3 clusters
  Score: Raw -207767.653243 + Penalty 2457.533567 = -205310.119676
  nChanged 86
		SP:Iteration 3Q (95706.490000 sec): 3 clusters
  Score: Raw -207841.350705 + Penalty 2457.533567 = -205383.817138
  nChanged 64
		SP:Iteration 4Q (95706.640000 sec): 3 clusters
  Score: Raw -207892.842328 + Penalty 2457.533567 = -205435.308761
  nChanged 52
		SP:Iteration 5Q (95706.790000 sec): 3 clusters
  Score: Raw -207930.988167 + Penalty 2457.533567 = -205473.454600
  nChanged 38
		SP:Iteration 6Q (95706.940000 sec): 3 clusters
  Score: Raw -207961.592976 + Penalty 2457.533567 = -205504.059409
  nChanged 36
		SP:Iteration 7Q (95707.090000 sec): 3 clusters
  Score: Raw -207995.768927 + Penalty 2457.533567 = -205538.235360
  nChanged 37
		SP:Iteration 8Q (95707.240000 sec): 3 clusters
  Score: Raw -208032.242215 + Penalty 2457.533567 = -205574.708648
  nChanged 39
		SP:Iteration 9Q (95707.390000 sec): 3 clusters
  Score: Raw -208064.530143 + Penalty 2457.533567 = -205606.996576
  nChanged 48
		SP:Iteration 10Q (95707.540000 sec): 3 clusters
  Score: Raw -208106.868276 + Penalty 2457.533567 = -205649.334709
  nChanged 49
		SP:Iteration 11Q (95707.690000 sec): 3 clusters
  Score: Raw -208149.697843 + Penalty 2457.533567 = -205692.164275
  nChanged 41
		SP:Iteration 12Q (95707.840000 sec): 3 clusters
  Score: Raw -208182.814482 + Penalty 2457.533567 = -205725.280915
  nChanged 27
		SP:Iteration 13Q (95707.950000 sec): 3 clusters
  Score: Raw -208197.724592 + Penalty 2457.533567 = -205740.191024
  nChanged 17
		SP:Iteration 14Q (95708.110000 sec): 3 clusters
  Score: Raw -208207.893577 + Penalty 2457.533567 = -205750.360010
  nChanged 14
		SP:Iteration 15Q (95708.270000 sec): 3 clusters
  Score: Raw -208215.760984 + Penalty 2457.533567 = -205758.227417
  nChanged 15
		SP:Iteration 16Q (95708.430000 sec): 3 clusters
  Score: Raw -208221.366682 + Penalty 2457.533567 = -205763.833115
  nChanged 13
		SP:Iteration 17Q (95708.590000 sec): 3 clusters
  Score: Raw -208230.765785 + Penalty 2457.533567 = -205773.232217
  nChanged 14
		SP:Iteration 18Q (95708.750000 sec): 3 clusters
  Score: Raw -208243.666927 + Penalty 2457.533567 = -205786.133359
  nChanged 21
		SP:Iteration 19Q (95708.910000 sec): 3 clusters
  Score: Raw -208260.157749 + Penalty 2457.533567 = -205802.624182
  nChanged 23
		SP:Iteration 20F (95709.080000 sec): 3 clusters
  Score: Raw -208278.726604 + Penalty 2457.533567 = -205821.193037
  nChanged 21
		SP:Iteration 21Q (95709.230000 sec): 3 clusters
  Score: Raw -208296.716955 + Penalty 2457.533567 = -205839.183388
  nChanged 19
		SP:Iteration 22Q (95709.390000 sec): 3 clusters
  Score: Raw -208307.944330 + Penalty 2457.533567 = -205850.410763
  nChanged 14
		SP:Iteration 23Q (95709.550000 sec): 3 clusters
  Score: Raw -208316.335897 + Penalty 2457.533567 = -205858.802330
  nChanged 10
		SP:Iteration 24Q (95709.710000 sec): 3 clusters
  Score: Raw -208321.031149 + Penalty 2457.533567 = -205863.497582
  nChanged 9
		SP:Iteration 25Q (95709.870000 sec): 3 clusters
  Score: Raw -208327.218295 + Penalty 2457.533567 = -205869.684727
  nChanged 10
		SP:Iteration 26Q (95710.030000 sec): 3 clusters
  Score: Raw -208331.687863 + Penalty 2457.533567 = -205874.154296
  nChanged 10
		SP:Iteration 27Q (95710.190000 sec): 3 clusters
  Score: Raw -208337.564980 + Penalty 2457.533567 = -205880.031413
  nChanged 4
		SP:Iteration 28Q (95710.350000 sec): 3 clusters
  Score: Raw -208341.012448 + Penalty 2457.533567 = -205883.478881
  nChanged 7
		SP:Iteration 29Q (95710.510000 sec): 3 clusters
  Score: Raw -208345.197008 + Penalty 2457.533567 = -205887.663441
  nChanged 4
		SP:Iteration 30Q (95710.670000 sec): 3 clusters
  Score: Raw -208346.924369 + Penalty 2457.533567 = -205889.390802
  nChanged 3
		SP:Iteration 31Q (95710.830000 sec): 3 clusters
  Score: Raw -208348.828467 + Penalty 2457.533567 = -205891.294900
  nChanged 2
		SP:Iteration 32Q (95710.990000 sec): 3 clusters
  Score: Raw -208349.332832 + Penalty 2457.533567 = -205891.799264
  nChanged 1
		SP:Iteration 33Q (95711.190000 sec): 3 clusters
  Score: Raw -208349.679801 + Penalty 2457.533567 = -205892.146234
  nChanged 0
		SP:Iteration 34F (95711.360000 sec): 3 clusters
  Score: Raw -208349.679801 + Penalty 2457.533567 = -205892.146234
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95711.420000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95711.560000 sec): 3 clusters
  Score: Raw -17691.097182 + Penalty 1706.988864 = -15984.108318
  nChanged 37
		SP:Iteration 1F (95711.710000 sec): 3 clusters
  Score: Raw -17792.716960 + Penalty 1706.988864 = -16085.728096
  nChanged 4
		SP:Iteration 2Q (95711.850000 sec): 3 clusters
  Score: Raw -17809.133096 + Penalty 1706.988864 = -16102.144232
  nChanged 4
		SP:Iteration 3Q (95712.000000 sec): 3 clusters
  Score: Raw -17820.023860 + Penalty 1706.988864 = -16113.034996
  nChanged 1
		SP:Iteration 4Q (95712.140000 sec): 3 clusters
  Score: Raw -17822.300801 + Penalty 1706.988864 = -16115.311937
  nChanged 0
		SP:Iteration 5F (95712.280000 sec): 3 clusters
  Score: Raw -17822.300801 + Penalty 1706.988864 = -16115.311937
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95712.340000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95712.530000 sec): 3 clusters
  Score: Raw -13423.043093 + Penalty 1626.282549 = -11796.760543
  nChanged 25
		SP:Iteration 1F (95712.690000 sec): 3 clusters
  Score: Raw -13529.523264 + Penalty 1626.282549 = -11903.240715
  nChanged 5
		SP:Iteration 2Q (95712.850000 sec): 3 clusters
  Score: Raw -13585.035156 + Penalty 1626.282549 = -11958.752607
  nChanged 3
		SP:Iteration 3Q (95713.010000 sec): 3 clusters
  Score: Raw -13599.074605 + Penalty 1626.282549 = -11972.792055
  nChanged 0
		SP:Iteration 4F (95713.170000 sec): 3 clusters
  Score: Raw -13599.074605 + Penalty 1626.282549 = -11972.792055
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (19084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95713.370000 sec): 2 clusters
  Score: Raw -1836524.014428 + Penalty 1601.698405 = -1834922.316023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95713.600000 sec): 3 clusters
  Score: Raw -1824995.391688 + Penalty 3203.396809 = -1821791.994879
  nChanged 8674
		SP:Iteration 1F (95713.890000 sec): 3 clusters
  Score: Raw -1830131.370146 + Penalty 3203.396809 = -1826927.973337
  nChanged 1242
		SP:Iteration 2F (95714.180000 sec): 3 clusters
  Score: Raw -1830800.105174 + Penalty 3203.396809 = -1827596.708365
  nChanged 1249
		SP:Iteration 3F (95714.440000 sec): 3 clusters
  Score: Raw -1831545.892926 + Penalty 3203.396809 = -1828342.496117
  nChanged 1215
		SP:Iteration 4F (95714.690000 sec): 3 clusters
  Score: Raw -1832293.219860 + Penalty 3203.396809 = -1829089.823051
  nChanged 1139
		SP:Iteration 5F (95714.940000 sec): 3 clusters
  Score: Raw -1832926.858422 + Penalty 3203.396809 = -1829723.461613
  nChanged 1007
		SP:Iteration 6F (95715.200000 sec): 3 clusters
  Score: Raw -1833467.486973 + Penalty 3203.396809 = -1830264.090164
  nChanged 865
		SP:Iteration 7Q (95715.490000 sec): 3 clusters
  Score: Raw -1833835.005984 + Penalty 3203.396809 = -1830631.609175
  nChanged 706
		SP:Iteration 8Q (95715.790000 sec): 3 clusters
  Score: Raw -1834085.972490 + Penalty 3203.396809 = -1830882.575681
  nChanged 568
		SP:Iteration 9Q (95716.080000 sec): 3 clusters
  Score: Raw -1834248.683830 + Penalty 3203.396809 = -1831045.287020
  nChanged 430
		SP:Iteration 10Q (95716.380000 sec): 3 clusters
  Score: Raw -1834365.685288 + Penalty 3203.396809 = -1831162.288479
  nChanged 336
		SP:Iteration 11Q (95716.670000 sec): 3 clusters
  Score: Raw -1834460.954402 + Penalty 3203.396809 = -1831257.557593
  nChanged 338
		SP:Iteration 12Q (95716.970000 sec): 3 clusters
  Score: Raw -1834569.051728 + Penalty 3203.396809 = -1831365.654919
  nChanged 332
		SP:Iteration 13Q (95717.230000 sec): 3 clusters
  Score: Raw -1834671.950027 + Penalty 3203.396809 = -1831468.553218
  nChanged 309
		SP:Iteration 14Q (95717.490000 sec): 3 clusters
  Score: Raw -1834769.248347 + Penalty 3203.396809 = -1831565.851537
  nChanged 314
		SP:Iteration 15Q (95717.750000 sec): 3 clusters
  Score: Raw -1834860.739421 + Penalty 3203.396809 = -1831657.342612
  nChanged 289
		SP:Iteration 16Q (95718.010000 sec): 3 clusters
  Score: Raw -1834950.240777 + Penalty 3203.396809 = -1831746.843968
  nChanged 293
		SP:Iteration 17Q (95718.270000 sec): 3 clusters
  Score: Raw -1835044.698718 + Penalty 3203.396809 = -1831841.301909
  nChanged 308
		SP:Iteration 18Q (95718.530000 sec): 3 clusters
  Score: Raw -1835132.648195 + Penalty 3203.396809 = -1831929.251386
  nChanged 268
		SP:Iteration 19Q (95718.790000 sec): 3 clusters
  Score: Raw -1835206.464287 + Penalty 3203.396809 = -1832003.067477
  nChanged 259
		SP:Iteration 20F (95719.050000 sec): 3 clusters
  Score: Raw -1835288.587349 + Penalty 3203.396809 = -1832085.190540
  nChanged 281
		SP:Iteration 21Q (95719.300000 sec): 3 clusters
  Score: Raw -1835371.976126 + Penalty 3203.396809 = -1832168.579317
  nChanged 256
		SP:Iteration 22Q (95719.560000 sec): 3 clusters
  Score: Raw -1835441.228080 + Penalty 3203.396809 = -1832237.831270
  nChanged 244
		SP:Iteration 23Q (95719.820000 sec): 3 clusters
  Score: Raw -1835505.580645 + Penalty 3203.396809 = -1832302.183836
  nChanged 235
		SP:Iteration 24Q (95720.080000 sec): 3 clusters
  Score: Raw -1835568.572284 + Penalty 3203.396809 = -1832365.175475
  nChanged 212
		SP:Iteration 25Q (95720.410000 sec): 3 clusters
  Score: Raw -1835622.135061 + Penalty 3203.396809 = -1832418.738252
  nChanged 221
		SP:Iteration 26Q (95720.650000 sec): 3 clusters
  Score: Raw -1835675.898715 + Penalty 3203.396809 = -1832472.501906
  nChanged 186
		SP:Iteration 27Q (95720.920000 sec): 3 clusters
  Score: Raw -1835716.829060 + Penalty 3203.396809 = -1832513.432251
  nChanged 188
		SP:Iteration 28Q (95721.260000 sec): 3 clusters
  Score: Raw -1835761.259843 + Penalty 3203.396809 = -1832557.863034
  nChanged 203
		SP:Iteration 29Q (95721.500000 sec): 3 clusters
  Score: Raw -1835812.464762 + Penalty 3203.396809 = -1832609.067953
  nChanged 204
		SP:Iteration 30Q (95721.850000 sec): 3 clusters
  Score: Raw -1835864.582239 + Penalty 3203.396809 = -1832661.185430
  nChanged 211
		SP:Iteration 31Q (95722.130000 sec): 3 clusters
  Score: Raw -1835925.233686 + Penalty 3203.396809 = -1832721.836877
  nChanged 206
		SP:Iteration 32Q (95722.430000 sec): 3 clusters
  Score: Raw -1835983.472393 + Penalty 3203.396809 = -1832780.075584
  nChanged 215
		SP:Iteration 33Q (95722.750000 sec): 3 clusters
  Score: Raw -1836046.992711 + Penalty 3203.396809 = -1832843.595902
  nChanged 204
		SP:Iteration 34Q (95723.020000 sec): 3 clusters
  Score: Raw -1836107.761822 + Penalty 3203.396809 = -1832904.365013
  nChanged 194
		SP:Iteration 35Q (95723.350000 sec): 3 clusters
  Score: Raw -1836163.980038 + Penalty 3203.396809 = -1832960.583229
  nChanged 183
		SP:Iteration 36Q (95723.630000 sec): 3 clusters
  Score: Raw -1836218.144649 + Penalty 3203.396809 = -1833014.747839
  nChanged 195
		SP:Iteration 37Q (95723.910000 sec): 3 clusters
  Score: Raw -1836280.378094 + Penalty 3203.396809 = -1833076.981285
  nChanged 176
		SP:Iteration 38Q (95724.230000 sec): 3 clusters
  Score: Raw -1836337.793817 + Penalty 3203.396809 = -1833134.397008
  nChanged 181
		SP:Iteration 39Q (95724.530000 sec): 3 clusters
  Score: Raw -1836401.258706 + Penalty 3203.396809 = -1833197.861897
  nChanged 177
		SP:Iteration 40F (95724.810000 sec): 3 clusters
  Score: Raw -1836463.394351 + Penalty 3203.396809 = -1833259.997542
  nChanged 160
		SP:Iteration 41Q (95725.110000 sec): 3 clusters
  Score: Raw -1836522.372916 + Penalty 3203.396809 = -1833318.976107
  nChanged 134
		SP:Iteration 42Q (95725.350000 sec): 3 clusters
  Score: Raw -1836577.977797 + Penalty 3203.396809 = -1833374.580988
  nChanged 144
		SP:Iteration 43Q (95725.700000 sec): 3 clusters
  Score: Raw -1836640.939128 + Penalty 3203.396809 = -1833437.542319
  nChanged 126
		SP:Iteration 44Q (95726.030000 sec): 3 clusters
  Score: Raw -1836701.806040 + Penalty 3203.396809 = -1833498.409231
  nChanged 109
		SP:Iteration 45Q (95726.330000 sec): 3 clusters
  Score: Raw -1836755.063325 + Penalty 3203.396809 = -1833551.666516
  nChanged 105
		SP:Iteration 46Q (95726.600000 sec): 3 clusters
  Score: Raw -1836798.166844 + Penalty 3203.396809 = -1833594.770035
  nChanged 91
		SP:Iteration 47Q (95726.870000 sec): 3 clusters
  Score: Raw -1836832.548891 + Penalty 3203.396809 = -1833629.152082
  nChanged 90
		SP:Iteration 48Q (95727.190000 sec): 3 clusters
  Score: Raw -1836862.389592 + Penalty 3203.396809 = -1833658.992783
  nChanged 65
		SP:Iteration 49Q (95727.420000 sec): 3 clusters
  Score: Raw -1836880.225282 + Penalty 3203.396809 = -1833676.828473
  nChanged 49
		SP:Iteration 50Q (95727.760000 sec): 3 clusters
  Score: Raw -1836894.801449 + Penalty 3203.396809 = -1833691.404640
  nChanged 47
		SP:Iteration 51Q (95728.000000 sec): 3 clusters
  Score: Raw -1836907.516534 + Penalty 3203.396809 = -1833704.119725
  nChanged 41
		SP:Iteration 52Q (95728.330000 sec): 3 clusters
  Score: Raw -1836917.474256 + Penalty 3203.396809 = -1833714.077447
  nChanged 38
		SP:Iteration 53Q (95728.670000 sec): 3 clusters
  Score: Raw -1836927.525552 + Penalty 3203.396809 = -1833724.128743
  nChanged 33
		SP:Iteration 54Q (95728.980000 sec): 3 clusters
  Score: Raw -1836935.360562 + Penalty 3203.396809 = -1833731.963753
  nChanged 24
		SP:Iteration 55Q (95729.390000 sec): 3 clusters
  Score: Raw -1836940.649239 + Penalty 3203.396809 = -1833737.252430
  nChanged 21
		SP:Iteration 56Q (95729.730000 sec): 3 clusters
  Score: Raw -1836945.583312 + Penalty 3203.396809 = -1833742.186503
  nChanged 29
		SP:Iteration 57Q (95730.050000 sec): 3 clusters
  Score: Raw -1836952.625022 + Penalty 3203.396809 = -1833749.228213
  nChanged 30
		SP:Iteration 58Q (95730.290000 sec): 3 clusters
  Score: Raw -1836963.216719 + Penalty 3203.396809 = -1833759.819910
  nChanged 24
		SP:Iteration 59Q (95730.550000 sec): 3 clusters
  Score: Raw -1836968.873208 + Penalty 3203.396809 = -1833765.476399
  nChanged 12
		SP:Iteration 60F (95730.820000 sec): 3 clusters
  Score: Raw -1836972.434245 + Penalty 3203.396809 = -1833769.037435
  nChanged 12
		SP:Iteration 61Q (95731.110000 sec): 3 clusters
  Score: Raw -1836975.895084 + Penalty 3203.396809 = -1833772.498275
  nChanged 14
		SP:Iteration 62Q (95731.370000 sec): 3 clusters
  Score: Raw -1836979.313969 + Penalty 3203.396809 = -1833775.917160
  nChanged 13
		SP:Iteration 63Q (95731.650000 sec): 3 clusters
  Score: Raw -1836982.021233 + Penalty 3203.396809 = -1833778.624424
  nChanged 12
		SP:Iteration 64Q (95731.920000 sec): 3 clusters
  Score: Raw -1836986.023160 + Penalty 3203.396809 = -1833782.626351
  nChanged 13
		SP:Iteration 65Q (95732.260000 sec): 3 clusters
  Score: Raw -1836989.802354 + Penalty 3203.396809 = -1833786.405545
  nChanged 17
		SP:Iteration 66Q (95732.540000 sec): 3 clusters
  Score: Raw -1836993.760041 + Penalty 3203.396809 = -1833790.363232
  nChanged 13
		SP:Iteration 67Q (95732.860000 sec): 3 clusters
  Score: Raw -1836997.300407 + Penalty 3203.396809 = -1833793.903598
  nChanged 12
		SP:Iteration 68Q (95733.150000 sec): 3 clusters
  Score: Raw -1837000.700264 + Penalty 3203.396809 = -1833797.303455
  nChanged 17
		SP:Iteration 69Q (95733.500000 sec): 3 clusters
  Score: Raw -1837004.202057 + Penalty 3203.396809 = -1833800.805247
  nChanged 7
		SP:Iteration 70Q (95733.790000 sec): 3 clusters
  Score: Raw -1837005.492103 + Penalty 3203.396809 = -1833802.095294
  nChanged 8
		SP:Iteration 71Q (95734.100000 sec): 3 clusters
  Score: Raw -1837007.194638 + Penalty 3203.396809 = -1833803.797829
  nChanged 9
		SP:Iteration 72Q (95734.360000 sec): 3 clusters
  Score: Raw -1837008.434299 + Penalty 3203.396809 = -1833805.037490
  nChanged 4
		SP:Iteration 73Q (95734.630000 sec): 3 clusters
  Score: Raw -1837008.950889 + Penalty 3203.396809 = -1833805.554080
  nChanged 3
		SP:Iteration 74Q (95734.890000 sec): 3 clusters
  Score: Raw -1837009.413975 + Penalty 3203.396809 = -1833806.017166
  nChanged 3
		SP:Iteration 75Q (95735.130000 sec): 3 clusters
  Score: Raw -1837009.842827 + Penalty 3203.396809 = -1833806.446018
  nChanged 2
		SP:Iteration 76Q (95735.420000 sec): 3 clusters
  Score: Raw -1837010.126808 + Penalty 3203.396809 = -1833806.729999
  nChanged 3
		SP:Iteration 77Q (95735.670000 sec): 3 clusters
  Score: Raw -1837010.789447 + Penalty 3203.396809 = -1833807.392638
  nChanged 1
		SP:Iteration 78Q (95735.980000 sec): 3 clusters
  Score: Raw -1837010.994620 + Penalty 3203.396809 = -1833807.597811
  nChanged 0
		SP:Iteration 79F (95736.270000 sec): 3 clusters
  Score: Raw -1837010.994620 + Penalty 3203.396809 = -1833807.597811
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95736.440000 sec): 2 clusters
  Score: Raw -1317865.404665 + Penalty 1521.246220 = -1316344.158445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95736.710000 sec): 3 clusters
  Score: Raw -1311211.939525 + Penalty 3042.492440 = -1308169.447085
  nChanged 5011
		SP:Iteration 1F (95736.980000 sec): 3 clusters
  Score: Raw -1313874.899359 + Penalty 3042.492440 = -1310832.406919
  nChanged 681
		SP:Iteration 2F (95737.260000 sec): 3 clusters
  Score: Raw -1314163.946827 + Penalty 3042.492440 = -1311121.454388
  nChanged 587
		SP:Iteration 3F (95737.500000 sec): 3 clusters
  Score: Raw -1314415.007278 + Penalty 3042.492440 = -1311372.514838
  nChanged 560
		SP:Iteration 4Q (95737.770000 sec): 3 clusters
  Score: Raw -1314678.757985 + Penalty 3042.492440 = -1311636.265545
  nChanged 561
		SP:Iteration 5Q (95738.070000 sec): 3 clusters
  Score: Raw -1314944.847141 + Penalty 3042.492440 = -1311902.354701
  nChanged 551
		SP:Iteration 6Q (95738.310000 sec): 3 clusters
  Score: Raw -1315232.986549 + Penalty 3042.492440 = -1312190.494109
  nChanged 560
		SP:Iteration 7Q (95738.550000 sec): 3 clusters
  Score: Raw -1315522.546157 + Penalty 3042.492440 = -1312480.053717
  nChanged 510
		SP:Iteration 8Q (95738.840000 sec): 3 clusters
  Score: Raw -1315769.566241 + Penalty 3042.492440 = -1312727.073801
  nChanged 436
		SP:Iteration 9Q (95739.120000 sec): 3 clusters
  Score: Raw -1315968.837785 + Penalty 3042.492440 = -1312926.345345
  nChanged 389
		SP:Iteration 10Q (95739.410000 sec): 3 clusters
  Score: Raw -1316137.854844 + Penalty 3042.492440 = -1313095.362404
  nChanged 333
		SP:Iteration 11Q (95739.740000 sec): 3 clusters
  Score: Raw -1316275.010846 + Penalty 3042.492440 = -1313232.518406
  nChanged 301
		SP:Iteration 12Q (95739.950000 sec): 3 clusters
  Score: Raw -1316385.981256 + Penalty 3042.492440 = -1313343.488817
  nChanged 261
		SP:Iteration 13Q (95740.200000 sec): 3 clusters
  Score: Raw -1316478.034543 + Penalty 3042.492440 = -1313435.542103
  nChanged 209
		SP:Iteration 14Q (95740.410000 sec): 3 clusters
  Score: Raw -1316549.851345 + Penalty 3042.492440 = -1313507.358905
  nChanged 203
		SP:Iteration 15Q (95740.670000 sec): 3 clusters
  Score: Raw -1316621.867796 + Penalty 3042.492440 = -1313579.375356
  nChanged 203
		SP:Iteration 16Q (95740.900000 sec): 3 clusters
  Score: Raw -1316700.575770 + Penalty 3042.492440 = -1313658.083330
  nChanged 193
		SP:Iteration 17Q (95741.110000 sec): 3 clusters
  Score: Raw -1316777.529874 + Penalty 3042.492440 = -1313735.037434
  nChanged 196
		SP:Iteration 18Q (95741.390000 sec): 3 clusters
  Score: Raw -1316855.608572 + Penalty 3042.492440 = -1313813.116132
  nChanged 187
		SP:Iteration 19Q (95741.690000 sec): 3 clusters
  Score: Raw -1316930.615115 + Penalty 3042.492440 = -1313888.122675
  nChanged 164
		SP:Iteration 20F (95741.970000 sec): 3 clusters
  Score: Raw -1316995.657760 + Penalty 3042.492440 = -1313953.165320
  nChanged 156
		SP:Iteration 21Q (95742.200000 sec): 3 clusters
  Score: Raw -1317072.465834 + Penalty 3042.492440 = -1314029.973394
  nChanged 149
		SP:Iteration 22Q (95742.420000 sec): 3 clusters
  Score: Raw -1317137.249258 + Penalty 3042.492440 = -1314094.756818
  nChanged 149
		SP:Iteration 23Q (95742.710000 sec): 3 clusters
  Score: Raw -1317199.465148 + Penalty 3042.492440 = -1314156.972708
  nChanged 138
		SP:Iteration 24Q (95742.960000 sec): 3 clusters
  Score: Raw -1317248.910662 + Penalty 3042.492440 = -1314206.418222
  nChanged 121
		SP:Iteration 25Q (95743.190000 sec): 3 clusters
  Score: Raw -1317289.591329 + Penalty 3042.492440 = -1314247.098889
  nChanged 129
		SP:Iteration 26Q (95743.420000 sec): 3 clusters
  Score: Raw -1317333.314249 + Penalty 3042.492440 = -1314290.821809
  nChanged 112
		SP:Iteration 27Q (95743.640000 sec): 3 clusters
  Score: Raw -1317366.709448 + Penalty 3042.492440 = -1314324.217008
  nChanged 105
		SP:Iteration 28Q (95743.900000 sec): 3 clusters
  Score: Raw -1317405.274097 + Penalty 3042.492440 = -1314362.781657
  nChanged 115
		SP:Iteration 29Q (95744.120000 sec): 3 clusters
  Score: Raw -1317443.799899 + Penalty 3042.492440 = -1314401.307459
  nChanged 99
		SP:Iteration 30Q (95744.410000 sec): 3 clusters
  Score: Raw -1317479.293190 + Penalty 3042.492440 = -1314436.800750
  nChanged 101
		SP:Iteration 31Q (95744.620000 sec): 3 clusters
  Score: Raw -1317514.504069 + Penalty 3042.492440 = -1314472.011629
  nChanged 81
		SP:Iteration 32Q (95744.840000 sec): 3 clusters
  Score: Raw -1317542.929655 + Penalty 3042.492440 = -1314500.437215
  nChanged 92
		SP:Iteration 33Q (95745.070000 sec): 3 clusters
  Score: Raw -1317578.113000 + Penalty 3042.492440 = -1314535.620560
  nChanged 99
		SP:Iteration 34Q (95745.300000 sec): 3 clusters
  Score: Raw -1317615.322543 + Penalty 3042.492440 = -1314572.830103
  nChanged 96
		SP:Iteration 35Q (95745.590000 sec): 3 clusters
  Score: Raw -1317650.693883 + Penalty 3042.492440 = -1314608.201443
  nChanged 88
		SP:Iteration 36Q (95745.780000 sec): 3 clusters
  Score: Raw -1317679.722915 + Penalty 3042.492440 = -1314637.230475
  nChanged 81
		SP:Iteration 37Q (95746.040000 sec): 3 clusters
  Score: Raw -1317705.790288 + Penalty 3042.492440 = -1314663.297848
  nChanged 63
		SP:Iteration 38Q (95746.280000 sec): 3 clusters
  Score: Raw -1317727.652176 + Penalty 3042.492440 = -1314685.159736
  nChanged 60
		SP:Iteration 39Q (95746.550000 sec): 3 clusters
  Score: Raw -1317749.601533 + Penalty 3042.492440 = -1314707.109093
  nChanged 56
		SP:Iteration 40F (95746.820000 sec): 3 clusters
  Score: Raw -1317772.067159 + Penalty 3042.492440 = -1314729.574719
  nChanged 52
		SP:Iteration 41Q (95747.120000 sec): 3 clusters
  Score: Raw -1317791.963325 + Penalty 3042.492440 = -1314749.470885
  nChanged 40
		SP:Iteration 42Q (95747.430000 sec): 3 clusters
  Score: Raw -1317803.894576 + Penalty 3042.492440 = -1314761.402136
  nChanged 38
		SP:Iteration 43Q (95747.650000 sec): 3 clusters
  Score: Raw -1317816.196215 + Penalty 3042.492440 = -1314773.703776
  nChanged 48
		SP:Iteration 44Q (95747.880000 sec): 3 clusters
  Score: Raw -1317831.934701 + Penalty 3042.492440 = -1314789.442261
  nChanged 42
		SP:Iteration 45Q (95748.120000 sec): 3 clusters
  Score: Raw -1317843.171600 + Penalty 3042.492440 = -1314800.679160
  nChanged 30
		SP:Iteration 46Q (95748.320000 sec): 3 clusters
  Score: Raw -1317852.064280 + Penalty 3042.492440 = -1314809.571840
  nChanged 31
		SP:Iteration 47Q (95748.570000 sec): 3 clusters
  Score: Raw -1317863.462845 + Penalty 3042.492440 = -1314820.970405
  nChanged 40
		SP:Iteration 48Q (95748.770000 sec): 3 clusters
  Score: Raw -1317878.798017 + Penalty 3042.492440 = -1314836.305577
  nChanged 37
		SP:Iteration 49Q (95749.050000 sec): 3 clusters
  Score: Raw -1317892.453412 + Penalty 3042.492440 = -1314849.960972
  nChanged 41
		SP:Iteration 50Q (95749.250000 sec): 3 clusters
  Score: Raw -1317908.237440 + Penalty 3042.492440 = -1314865.745000
  nChanged 36
		SP:Iteration 51Q (95749.470000 sec): 3 clusters
  Score: Raw -1317921.078053 + Penalty 3042.492440 = -1314878.585613
  nChanged 33
		SP:Iteration 52Q (95749.710000 sec): 3 clusters
  Score: Raw -1317933.868855 + Penalty 3042.492440 = -1314891.376415
  nChanged 30
		SP:Iteration 53Q (95749.930000 sec): 3 clusters
  Score: Raw -1317944.338175 + Penalty 3042.492440 = -1314901.845735
  nChanged 29
		SP:Iteration 54Q (95750.110000 sec): 3 clusters
  Score: Raw -1317954.852075 + Penalty 3042.492440 = -1314912.359635
  nChanged 36
		SP:Iteration 55Q (95750.390000 sec): 3 clusters
  Score: Raw -1317967.685635 + Penalty 3042.492440 = -1314925.193195
  nChanged 33
		SP:Iteration 56Q (95750.640000 sec): 3 clusters
  Score: Raw -1317976.674079 + Penalty 3042.492440 = -1314934.181639
  nChanged 18
		SP:Iteration 57Q (95750.870000 sec): 3 clusters
  Score: Raw -1317982.573320 + Penalty 3042.492440 = -1314940.080880
  nChanged 18
		SP:Iteration 58Q (95751.100000 sec): 3 clusters
  Score: Raw -1317989.132845 + Penalty 3042.492440 = -1314946.640406
  nChanged 17
		SP:Iteration 59Q (95751.330000 sec): 3 clusters
  Score: Raw -1317996.175599 + Penalty 3042.492440 = -1314953.683159
  nChanged 22
		SP:Iteration 60F (95751.600000 sec): 3 clusters
  Score: Raw -1318004.312498 + Penalty 3042.492440 = -1314961.820058
  nChanged 17
		SP:Iteration 61Q (95751.900000 sec): 3 clusters
  Score: Raw -1318009.755157 + Penalty 3042.492440 = -1314967.262717
  nChanged 20
		SP:Iteration 62Q (95752.140000 sec): 3 clusters
  Score: Raw -1318016.807288 + Penalty 3042.492440 = -1314974.314848
  nChanged 19
		SP:Iteration 63Q (95752.410000 sec): 3 clusters
  Score: Raw -1318025.139281 + Penalty 3042.492440 = -1314982.646841
  nChanged 16
		SP:Iteration 64Q (95752.700000 sec): 3 clusters
  Score: Raw -1318031.259390 + Penalty 3042.492440 = -1314988.766950
  nChanged 21
		SP:Iteration 65Q (95752.990000 sec): 3 clusters
  Score: Raw -1318040.471081 + Penalty 3042.492440 = -1314997.978641
  nChanged 22
		SP:Iteration 66Q (95753.230000 sec): 3 clusters
  Score: Raw -1318047.671966 + Penalty 3042.492440 = -1315005.179527
  nChanged 16
		SP:Iteration 67Q (95753.510000 sec): 3 clusters
  Score: Raw -1318053.898274 + Penalty 3042.492440 = -1315011.405834
  nChanged 14
		SP:Iteration 68Q (95753.750000 sec): 3 clusters
  Score: Raw -1318058.151469 + Penalty 3042.492440 = -1315015.659029
  nChanged 10
		SP:Iteration 69Q (95754.070000 sec): 3 clusters
  Score: Raw -1318061.238993 + Penalty 3042.492440 = -1315018.746554
  nChanged 7
		SP:Iteration 70Q (95754.310000 sec): 3 clusters
  Score: Raw -1318063.367557 + Penalty 3042.492440 = -1315020.875117
  nChanged 7
		SP:Iteration 71Q (95754.570000 sec): 3 clusters
  Score: Raw -1318066.095549 + Penalty 3042.492440 = -1315023.603109
  nChanged 10
		SP:Iteration 72Q (95754.860000 sec): 3 clusters
  Score: Raw -1318071.262010 + Penalty 3042.492440 = -1315028.769570
  nChanged 10
		SP:Iteration 73Q (95755.110000 sec): 3 clusters
  Score: Raw -1318076.097635 + Penalty 3042.492440 = -1315033.605195
  nChanged 7
		SP:Iteration 74Q (95755.410000 sec): 3 clusters
  Score: Raw -1318078.885563 + Penalty 3042.492440 = -1315036.393123
  nChanged 9
		SP:Iteration 75Q (95755.650000 sec): 3 clusters
  Score: Raw -1318081.778116 + Penalty 3042.492440 = -1315039.285676
  nChanged 5
		SP:Iteration 76Q (95755.930000 sec): 3 clusters
  Score: Raw -1318082.688500 + Penalty 3042.492440 = -1315040.196060
  nChanged 5
		SP:Iteration 77Q (95756.200000 sec): 3 clusters
  Score: Raw -1318084.379065 + Penalty 3042.492440 = -1315041.886625
  nChanged 6
		SP:Iteration 78Q (95756.410000 sec): 3 clusters
  Score: Raw -1318086.292258 + Penalty 3042.492440 = -1315043.799818
  nChanged 4
		SP:Iteration 79Q (95756.700000 sec): 3 clusters
  Score: Raw -1318087.528288 + Penalty 3042.492440 = -1315045.035848
  nChanged 7
		SP:Iteration 80F (95756.940000 sec): 3 clusters
  Score: Raw -1318090.756017 + Penalty 3042.492440 = -1315048.263577
  nChanged 6
		SP:Iteration 81Q (95757.210000 sec): 3 clusters
  Score: Raw -1318092.685698 + Penalty 3042.492440 = -1315050.193258
  nChanged 9
		SP:Iteration 82Q (95757.560000 sec): 3 clusters
  Score: Raw -1318094.567713 + Penalty 3042.492440 = -1315052.075274
  nChanged 5
		SP:Iteration 83Q (95757.760000 sec): 3 clusters
  Score: Raw -1318095.419067 + Penalty 3042.492440 = -1315052.926627
  nChanged 1
		SP:Iteration 84Q (95757.990000 sec): 3 clusters
  Score: Raw -1318095.669995 + Penalty 3042.492440 = -1315053.177555
  nChanged 3
		SP:Iteration 85Q (95758.220000 sec): 3 clusters
  Score: Raw -1318096.372218 + Penalty 3042.492440 = -1315053.879778
  nChanged 3
		SP:Iteration 86Q (95758.430000 sec): 3 clusters
  Score: Raw -1318097.155892 + Penalty 3042.492440 = -1315054.663452
  nChanged 1
		SP:Iteration 87Q (95758.690000 sec): 3 clusters
  Score: Raw -1318097.309823 + Penalty 3042.492440 = -1315054.817383
  nChanged 2
		SP:Iteration 88Q (95758.970000 sec): 3 clusters
  Score: Raw -1318097.833140 + Penalty 3042.492440 = -1315055.340700
  nChanged 1
		SP:Iteration 89Q (95759.180000 sec): 3 clusters
  Score: Raw -1318097.910103 + Penalty 3042.492440 = -1315055.417663
  nChanged 0
		SP:Iteration 90F (95759.490000 sec): 3 clusters
  Score: Raw -1318097.910103 + Penalty 3042.492440 = -1315055.417663
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95759.620000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95759.830000 sec): 3 clusters
  Score: Raw -19172.352825 + Penalty 1726.791943 = -17445.560882
  nChanged 39
		SP:Iteration 1F (95759.950000 sec): 3 clusters
  Score: Raw -19297.989095 + Penalty 1726.791943 = -17571.197152
  nChanged 14
		SP:Iteration 2F (95760.160000 sec): 3 clusters
  Score: Raw -19389.071423 + Penalty 1726.791943 = -17662.279480
  nChanged 12
		SP:Iteration 3F (95760.280000 sec): 3 clusters
  Score: Raw -19442.812085 + Penalty 1726.791943 = -17716.020142
  nChanged 4
		SP:Iteration 4Q (95760.460000 sec): 3 clusters
  Score: Raw -19465.744892 + Penalty 1726.791943 = -17738.952949
  nChanged 1
		SP:Iteration 5Q (95760.660000 sec): 3 clusters
  Score: Raw -19467.937053 + Penalty 1726.791943 = -17741.145110
  nChanged 1
		SP:Iteration 6Q (95760.840000 sec): 3 clusters
  Score: Raw -19476.013550 + Penalty 1726.791943 = -17749.221606
  nChanged 1
		SP:Iteration 7Q (95761.050000 sec): 3 clusters
  Score: Raw -19493.897599 + Penalty 1726.791943 = -17767.105655
  nChanged 1
		SP:Iteration 8Q (95761.270000 sec): 3 clusters
  Score: Raw -19495.550637 + Penalty 1726.791943 = -17768.758694
  nChanged 0
		SP:Iteration 9F (95761.430000 sec): 3 clusters
  Score: Raw -19495.550637 + Penalty 1726.791943 = -17768.758694
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95761.500000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95761.750000 sec): 3 clusters
  Score: Raw -59585.122440 + Penalty 2047.755383 = -57537.367057
  nChanged 134
		SP:Iteration 1F (95761.950000 sec): 3 clusters
  Score: Raw -59758.740106 + Penalty 2047.755383 = -57710.984723
  nChanged 43
		SP:Iteration 2F (95762.070000 sec): 3 clusters
  Score: Raw -59834.013149 + Penalty 2047.755383 = -57786.257766
  nChanged 21
		SP:Iteration 3Q (95762.250000 sec): 3 clusters
  Score: Raw -59875.061750 + Penalty 2047.755383 = -57827.306367
  nChanged 15
		SP:Iteration 4Q (95762.430000 sec): 3 clusters
  Score: Raw -59893.825670 + Penalty 2047.755383 = -57846.070287
  nChanged 3
		SP:Iteration 5Q (95762.610000 sec): 3 clusters
  Score: Raw -59900.410739 + Penalty 2047.755383 = -57852.655356
  nChanged 2
		SP:Iteration 6Q (95762.780000 sec): 3 clusters
  Score: Raw -59909.941827 + Penalty 2047.755383 = -57862.186444
  nChanged 3
		SP:Iteration 7Q (95762.890000 sec): 3 clusters
  Score: Raw -59918.574682 + Penalty 2047.755383 = -57870.819299
  nChanged 5
		SP:Iteration 8Q (95763.090000 sec): 3 clusters
  Score: Raw -59933.390706 + Penalty 2047.755383 = -57885.635323
  nChanged 4
		SP:Iteration 9Q (95763.180000 sec): 3 clusters
  Score: Raw -59942.867161 + Penalty 2047.755383 = -57895.111777
  nChanged 3
		SP:Iteration 10Q (95763.330000 sec): 3 clusters
  Score: Raw -59945.940364 + Penalty 2047.755383 = -57898.184981
  nChanged 2
		SP:Iteration 11Q (95763.460000 sec): 3 clusters
  Score: Raw -59951.159088 + Penalty 2047.755383 = -57903.403704
  nChanged 2
		SP:Iteration 12Q (95763.650000 sec): 3 clusters
  Score: Raw -59955.169329 + Penalty 2047.755383 = -57907.413946
  nChanged 1
		SP:Iteration 13Q (95763.790000 sec): 3 clusters
  Score: Raw -59956.293187 + Penalty 2047.755383 = -57908.537803
  nChanged 0
		SP:Iteration 14F (95763.970000 sec): 3 clusters
  Score: Raw -59956.293187 + Penalty 2047.755383 = -57908.537803
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95764.050000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95764.230000 sec): 3 clusters
  Score: Raw -16776.026852 + Penalty 1663.347989 = -15112.678863
  nChanged 17
		SP:Iteration 1F (95764.380000 sec): 3 clusters
  Score: Raw -16854.404480 + Penalty 1663.347989 = -15191.056491
  nChanged 5
		SP:Iteration 2Q (95764.560000 sec): 3 clusters
  Score: Raw -16871.370807 + Penalty 1663.347989 = -15208.022818
  nChanged 1
		SP:Iteration 3Q (95764.790000 sec): 3 clusters
  Score: Raw -16872.990179 + Penalty 1663.347989 = -15209.642190
  nChanged 0
		SP:Iteration 4F (95764.930000 sec): 3 clusters
  Score: Raw -16872.990179 + Penalty 1663.347989 = -15209.642190
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95765.130000 sec): 2 clusters
  Score: Raw -2076586.560083 + Penalty 1608.804044 = -2074977.756039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95765.390000 sec): 3 clusters
  Score: Raw -2064577.669051 + Penalty 3217.608089 = -2061360.060962
  nChanged 9073
		SP:Iteration 1F (95765.670000 sec): 3 clusters
  Score: Raw -2069761.514895 + Penalty 3217.608089 = -2066543.906806
  nChanged 1111
		SP:Iteration 2F (95765.950000 sec): 3 clusters
  Score: Raw -2070275.740982 + Penalty 3217.608089 = -2067058.132893
  nChanged 1165
		SP:Iteration 3F (95766.270000 sec): 3 clusters
  Score: Raw -2070925.799670 + Penalty 3217.608089 = -2067708.191581
  nChanged 1218
		SP:Iteration 4F (95766.590000 sec): 3 clusters
  Score: Raw -2071687.146231 + Penalty 3217.608089 = -2068469.538143
  nChanged 1219
		SP:Iteration 5F (95766.890000 sec): 3 clusters
  Score: Raw -2072519.172393 + Penalty 3217.608089 = -2069301.564304
  nChanged 1214
		SP:Iteration 6F (95767.270000 sec): 3 clusters
  Score: Raw -2073409.322449 + Penalty 3217.608089 = -2070191.714360
  nChanged 1109
		SP:Iteration 7F (95767.560000 sec): 3 clusters
  Score: Raw -2074274.233706 + Penalty 3217.608089 = -2071056.625618
  nChanged 933
		SP:Iteration 8Q (95767.930000 sec): 3 clusters
  Score: Raw -2075013.988784 + Penalty 3217.608089 = -2071796.380696
  nChanged 722
		SP:Iteration 9Q (95768.270000 sec): 3 clusters
  Score: Raw -2075600.209826 + Penalty 3217.608089 = -2072382.601738
  nChanged 547
		SP:Iteration 10Q (95768.590000 sec): 3 clusters
  Score: Raw -2076050.891466 + Penalty 3217.608089 = -2072833.283377
  nChanged 348
		SP:Iteration 11Q (95768.910000 sec): 3 clusters
  Score: Raw -2076308.269181 + Penalty 3217.608089 = -2073090.661092
  nChanged 240
		SP:Iteration 12Q (95769.230000 sec): 3 clusters
  Score: Raw -2076480.013458 + Penalty 3217.608089 = -2073262.405369
  nChanged 164
		SP:Iteration 13Q (95769.520000 sec): 3 clusters
  Score: Raw -2076601.649743 + Penalty 3217.608089 = -2073384.041654
  nChanged 99
		SP:Iteration 14Q (95769.810000 sec): 3 clusters
  Score: Raw -2076683.559052 + Penalty 3217.608089 = -2073465.950963
  nChanged 74
		SP:Iteration 15Q (95770.110000 sec): 3 clusters
  Score: Raw -2076727.066737 + Penalty 3217.608089 = -2073509.458648
  nChanged 48
		SP:Iteration 16Q (95770.370000 sec): 3 clusters
  Score: Raw -2076754.147830 + Penalty 3217.608089 = -2073536.539741
  nChanged 32
		SP:Iteration 17Q (95770.610000 sec): 3 clusters
  Score: Raw -2076773.870907 + Penalty 3217.608089 = -2073556.262818
  nChanged 27
		SP:Iteration 18Q (95770.920000 sec): 3 clusters
  Score: Raw -2076790.746228 + Penalty 3217.608089 = -2073573.138140
  nChanged 20
		SP:Iteration 19Q (95771.220000 sec): 3 clusters
  Score: Raw -2076802.339962 + Penalty 3217.608089 = -2073584.731873
  nChanged 20
		SP:Iteration 20F (95771.510000 sec): 3 clusters
  Score: Raw -2076813.889152 + Penalty 3217.608089 = -2073596.281064
  nChanged 12
		SP:Iteration 21Q (95771.810000 sec): 3 clusters
  Score: Raw -2076821.556756 + Penalty 3217.608089 = -2073603.948667
  nChanged 9
		SP:Iteration 22Q (95772.170000 sec): 3 clusters
  Score: Raw -2076826.698329 + Penalty 3217.608089 = -2073609.090241
  nChanged 10
		SP:Iteration 23Q (95772.430000 sec): 3 clusters
  Score: Raw -2076833.492627 + Penalty 3217.608089 = -2073615.884538
  nChanged 13
		SP:Iteration 24Q (95772.710000 sec): 3 clusters
  Score: Raw -2076842.160530 + Penalty 3217.608089 = -2073624.552441
  nChanged 9
		SP:Iteration 25Q (95772.980000 sec): 3 clusters
  Score: Raw -2076848.088518 + Penalty 3217.608089 = -2073630.480429
  nChanged 11
		SP:Iteration 26Q (95773.270000 sec): 3 clusters
  Score: Raw -2076855.639353 + Penalty 3217.608089 = -2073638.031264
  nChanged 7
		SP:Iteration 27Q (95773.570000 sec): 3 clusters
  Score: Raw -2076859.680247 + Penalty 3217.608089 = -2073642.072159
  nChanged 7
		SP:Iteration 28Q (95773.950000 sec): 3 clusters
  Score: Raw -2076863.840908 + Penalty 3217.608089 = -2073646.232819
  nChanged 5
		SP:Iteration 29Q (95774.250000 sec): 3 clusters
  Score: Raw -2076867.784541 + Penalty 3217.608089 = -2073650.176452
  nChanged 7
		SP:Iteration 30Q (95774.530000 sec): 3 clusters
  Score: Raw -2076876.041799 + Penalty 3217.608089 = -2073658.433710
  nChanged 6
		SP:Iteration 31Q (95774.810000 sec): 3 clusters
  Score: Raw -2076879.468903 + Penalty 3217.608089 = -2073661.860814
  nChanged 3
		SP:Iteration 32Q (95775.130000 sec): 3 clusters
  Score: Raw -2076880.932754 + Penalty 3217.608089 = -2073663.324665
  nChanged 0
		SP:Iteration 33F (95775.500000 sec): 3 clusters
  Score: Raw -2076880.932754 + Penalty 3217.608089 = -2073663.324665
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (28141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95775.730000 sec): 2 clusters
  Score: Raw -2980167.438983 + Penalty 1664.809716 = -2978502.629267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95776.060000 sec): 3 clusters
  Score: Raw -2962804.735212 + Penalty 3329.619432 = -2959475.115780
  nChanged 12955
		SP:Iteration 1F (95776.420000 sec): 3 clusters
  Score: Raw -2970282.696589 + Penalty 3329.619432 = -2966953.077158
  nChanged 1360
		SP:Iteration 2Q (95776.750000 sec): 3 clusters
  Score: Raw -2970765.604057 + Penalty 3329.619432 = -2967435.984626
  nChanged 1313
		SP:Iteration 3Q (95777.190000 sec): 3 clusters
  Score: Raw -2971264.737359 + Penalty 3329.619432 = -2967935.117927
  nChanged 1278
		SP:Iteration 4Q (95777.540000 sec): 3 clusters
  Score: Raw -2971829.702180 + Penalty 3329.619432 = -2968500.082748
  nChanged 1325
		SP:Iteration 5Q (95777.900000 sec): 3 clusters
  Score: Raw -2972444.057286 + Penalty 3329.619432 = -2969114.437854
  nChanged 1346
		SP:Iteration 6Q (95778.290000 sec): 3 clusters
  Score: Raw -2973156.486656 + Penalty 3329.619432 = -2969826.867225
  nChanged 1354
		SP:Iteration 7Q (95778.720000 sec): 3 clusters
  Score: Raw -2973912.482585 + Penalty 3329.619432 = -2970582.863153
  nChanged 1377
		SP:Iteration 8Q (95779.060000 sec): 3 clusters
  Score: Raw -2974718.350750 + Penalty 3329.619432 = -2971388.731319
  nChanged 1401
		SP:Iteration 9Q (95779.470000 sec): 3 clusters
  Score: Raw -2975626.555512 + Penalty 3329.619432 = -2972296.936080
  nChanged 1342
		SP:Iteration 10Q (95779.750000 sec): 3 clusters
  Score: Raw -2976511.165281 + Penalty 3329.619432 = -2973181.545849
  nChanged 1146
		SP:Iteration 11Q (95780.100000 sec): 3 clusters
  Score: Raw -2977247.886837 + Penalty 3329.619432 = -2973918.267405
  nChanged 979
		SP:Iteration 12Q (95780.420000 sec): 3 clusters
  Score: Raw -2977807.291884 + Penalty 3329.619432 = -2974477.672452
  nChanged 737
		SP:Iteration 13Q (95780.800000 sec): 3 clusters
  Score: Raw -2978162.726838 + Penalty 3329.619432 = -2974833.107406
  nChanged 542
		SP:Iteration 14Q (95781.230000 sec): 3 clusters
  Score: Raw -2978382.318454 + Penalty 3329.619432 = -2975052.699022
  nChanged 504
		SP:Iteration 15Q (95781.550000 sec): 3 clusters
  Score: Raw -2978573.232793 + Penalty 3329.619432 = -2975243.613362
  nChanged 422
		SP:Iteration 16Q (95781.950000 sec): 3 clusters
  Score: Raw -2978731.905393 + Penalty 3329.619432 = -2975402.285961
  nChanged 427
		SP:Iteration 17Q (95782.260000 sec): 3 clusters
  Score: Raw -2978894.961993 + Penalty 3329.619432 = -2975565.342561
  nChanged 405
		SP:Iteration 18Q (95782.580000 sec): 3 clusters
  Score: Raw -2979051.296014 + Penalty 3329.619432 = -2975721.676583
  nChanged 410
		SP:Iteration 19Q (95782.920000 sec): 3 clusters
  Score: Raw -2979227.814519 + Penalty 3329.619432 = -2975898.195087
  nChanged 376
		SP:Iteration 20F (95783.260000 sec): 3 clusters
  Score: Raw -2979386.027819 + Penalty 3329.619432 = -2976056.408387
  nChanged 359
		SP:Iteration 21Q (95783.580000 sec): 3 clusters
  Score: Raw -2979540.306987 + Penalty 3329.619432 = -2976210.687556
  nChanged 358
		SP:Iteration 22Q (95783.970000 sec): 3 clusters
  Score: Raw -2979698.377098 + Penalty 3329.619432 = -2976368.757666
  nChanged 318
		SP:Iteration 23Q (95784.360000 sec): 3 clusters
  Score: Raw -2979832.873541 + Penalty 3329.619432 = -2976503.254109
  nChanged 257
		SP:Iteration 24Q (95784.720000 sec): 3 clusters
  Score: Raw -2979937.267492 + Penalty 3329.619432 = -2976607.648060
  nChanged 237
		SP:Iteration 25Q (95785.040000 sec): 3 clusters
  Score: Raw -2980032.811751 + Penalty 3329.619432 = -2976703.192319
  nChanged 196
		SP:Iteration 26Q (95785.370000 sec): 3 clusters
  Score: Raw -2980112.997452 + Penalty 3329.619432 = -2976783.378021
  nChanged 166
		SP:Iteration 27Q (95785.730000 sec): 3 clusters
  Score: Raw -2980178.888636 + Penalty 3329.619432 = -2976849.269205
  nChanged 135
		SP:Iteration 28Q (95786.040000 sec): 3 clusters
  Score: Raw -2980234.108826 + Penalty 3329.619432 = -2976904.489394
  nChanged 126
		SP:Iteration 29Q (95786.370000 sec): 3 clusters
  Score: Raw -2980297.181189 + Penalty 3329.619432 = -2976967.561757
  nChanged 104
		SP:Iteration 30Q (95786.640000 sec): 3 clusters
  Score: Raw -2980342.189047 + Penalty 3329.619432 = -2977012.569616
  nChanged 83
		SP:Iteration 31Q (95787.010000 sec): 3 clusters
  Score: Raw -2980374.621033 + Penalty 3329.619432 = -2977045.001601
  nChanged 59
		SP:Iteration 32Q (95787.360000 sec): 3 clusters
  Score: Raw -2980395.616207 + Penalty 3329.619432 = -2977065.996775
  nChanged 47
		SP:Iteration 33Q (95787.720000 sec): 3 clusters
  Score: Raw -2980411.768221 + Penalty 3329.619432 = -2977082.148790
  nChanged 53
		SP:Iteration 34Q (95788.050000 sec): 3 clusters
  Score: Raw -2980434.054887 + Penalty 3329.619432 = -2977104.435456
  nChanged 50
		SP:Iteration 35Q (95788.380000 sec): 3 clusters
  Score: Raw -2980449.912310 + Penalty 3329.619432 = -2977120.292879
  nChanged 33
		SP:Iteration 36Q (95788.690000 sec): 3 clusters
  Score: Raw -2980460.613261 + Penalty 3329.619432 = -2977130.993830
  nChanged 28
		SP:Iteration 37Q (95789.040000 sec): 3 clusters
  Score: Raw -2980471.608358 + Penalty 3329.619432 = -2977141.988926
  nChanged 27
		SP:Iteration 38Q (95789.370000 sec): 3 clusters
  Score: Raw -2980483.120770 + Penalty 3329.619432 = -2977153.501338
  nChanged 27
		SP:Iteration 39Q (95789.650000 sec): 3 clusters
  Score: Raw -2980492.919040 + Penalty 3329.619432 = -2977163.299608
  nChanged 24
		SP:Iteration 40F (95789.970000 sec): 3 clusters
  Score: Raw -2980500.808194 + Penalty 3329.619432 = -2977171.188762
  nChanged 23
		SP:Iteration 41Q (95790.320000 sec): 3 clusters
  Score: Raw -2980507.853687 + Penalty 3329.619432 = -2977178.234255
  nChanged 21
		SP:Iteration 42Q (95790.610000 sec): 3 clusters
  Score: Raw -2980513.806017 + Penalty 3329.619432 = -2977184.186586
  nChanged 14
		SP:Iteration 43Q (95790.930000 sec): 3 clusters
  Score: Raw -2980519.097820 + Penalty 3329.619432 = -2977189.478388
  nChanged 19
		SP:Iteration 44Q (95791.280000 sec): 3 clusters
  Score: Raw -2980526.759993 + Penalty 3329.619432 = -2977197.140561
  nChanged 15
		SP:Iteration 45Q (95791.580000 sec): 3 clusters
  Score: Raw -2980532.939382 + Penalty 3329.619432 = -2977203.319950
  nChanged 11
		SP:Iteration 46Q (95791.890000 sec): 3 clusters
  Score: Raw -2980537.050001 + Penalty 3329.619432 = -2977207.430569
  nChanged 6
		SP:Iteration 47Q (95792.150000 sec): 3 clusters
  Score: Raw -2980539.269001 + Penalty 3329.619432 = -2977209.649570
  nChanged 7
		SP:Iteration 48Q (95792.480000 sec): 3 clusters
  Score: Raw -2980541.912991 + Penalty 3329.619432 = -2977212.293560
  nChanged 8
		SP:Iteration 49Q (95792.840000 sec): 3 clusters
  Score: Raw -2980544.933454 + Penalty 3329.619432 = -2977215.314023
  nChanged 8
		SP:Iteration 50Q (95793.150000 sec): 3 clusters
  Score: Raw -2980548.369559 + Penalty 3329.619432 = -2977218.750127
  nChanged 13
		SP:Iteration 51Q (95793.520000 sec): 3 clusters
  Score: Raw -2980552.974953 + Penalty 3329.619432 = -2977223.355521
  nChanged 10
		SP:Iteration 52Q (95793.880000 sec): 3 clusters
  Score: Raw -2980556.844706 + Penalty 3329.619432 = -2977227.225275
  nChanged 13
		SP:Iteration 53Q (95794.230000 sec): 3 clusters
  Score: Raw -2980563.912405 + Penalty 3329.619432 = -2977234.292974
  nChanged 7
		SP:Iteration 54Q (95794.590000 sec): 3 clusters
  Score: Raw -2980566.003881 + Penalty 3329.619432 = -2977236.384449
  nChanged 2
		SP:Iteration 55Q (95794.920000 sec): 3 clusters
  Score: Raw -2980566.845037 + Penalty 3329.619432 = -2977237.225605
  nChanged 5
		SP:Iteration 56Q (95795.310000 sec): 3 clusters
  Score: Raw -2980570.748909 + Penalty 3329.619432 = -2977241.129477
  nChanged 12
		SP:Iteration 57Q (95795.610000 sec): 3 clusters
  Score: Raw -2980579.505748 + Penalty 3329.619432 = -2977249.886317
  nChanged 13
		SP:Iteration 58Q (95795.990000 sec): 3 clusters
  Score: Raw -2980587.216090 + Penalty 3329.619432 = -2977257.596659
  nChanged 11
		SP:Iteration 59Q (95796.290000 sec): 3 clusters
  Score: Raw -2980593.801604 + Penalty 3329.619432 = -2977264.182173
  nChanged 13
		SP:Iteration 60F (95796.680000 sec): 3 clusters
  Score: Raw -2980598.516433 + Penalty 3329.619432 = -2977268.897002
  nChanged 8
		SP:Iteration 61Q (95797.040000 sec): 3 clusters
  Score: Raw -2980602.438406 + Penalty 3329.619432 = -2977272.818974
  nChanged 7
		SP:Iteration 62Q (95797.330000 sec): 3 clusters
  Score: Raw -2980605.972016 + Penalty 3329.619432 = -2977276.352584
  nChanged 11
		SP:Iteration 63Q (95797.620000 sec): 3 clusters
  Score: Raw -2980611.303343 + Penalty 3329.619432 = -2977281.683912
  nChanged 9
		SP:Iteration 64Q (95797.880000 sec): 3 clusters
  Score: Raw -2980615.186844 + Penalty 3329.619432 = -2977285.567412
  nChanged 4
		SP:Iteration 65Q (95798.260000 sec): 3 clusters
  Score: Raw -2980616.126203 + Penalty 3329.619432 = -2977286.506771
  nChanged 4
		SP:Iteration 66Q (95798.600000 sec): 3 clusters
  Score: Raw -2980617.516321 + Penalty 3329.619432 = -2977287.896889
  nChanged 4
		SP:Iteration 67Q (95798.960000 sec): 3 clusters
  Score: Raw -2980619.487924 + Penalty 3329.619432 = -2977289.868493
  nChanged 3
		SP:Iteration 68Q (95799.330000 sec): 3 clusters
  Score: Raw -2980620.874930 + Penalty 3329.619432 = -2977291.255498
  nChanged 5
		SP:Iteration 69Q (95799.620000 sec): 3 clusters
  Score: Raw -2980622.080323 + Penalty 3329.619432 = -2977292.460891
  nChanged 3
		SP:Iteration 70Q (95799.980000 sec): 3 clusters
  Score: Raw -2980623.145461 + Penalty 3329.619432 = -2977293.526029
  nChanged 7
		SP:Iteration 71Q (95800.310000 sec): 3 clusters
  Score: Raw -2980624.552814 + Penalty 3329.619432 = -2977294.933383
  nChanged 1
		SP:Iteration 72Q (95800.650000 sec): 3 clusters
  Score: Raw -2980625.164935 + Penalty 3329.619432 = -2977295.545503
  nChanged 2
		SP:Iteration 73Q (95800.990000 sec): 3 clusters
  Score: Raw -2980625.933778 + Penalty 3329.619432 = -2977296.314346
  nChanged 2
		SP:Iteration 74Q (95801.340000 sec): 3 clusters
  Score: Raw -2980626.813776 + Penalty 3329.619432 = -2977297.194344
  nChanged 2
		SP:Iteration 75Q (95801.620000 sec): 3 clusters
  Score: Raw -2980627.339417 + Penalty 3329.619432 = -2977297.719985
  nChanged 1
		SP:Iteration 76Q (95801.910000 sec): 3 clusters
  Score: Raw -2980628.066461 + Penalty 3329.619432 = -2977298.447029
  nChanged 2
		SP:Iteration 77Q (95802.200000 sec): 3 clusters
  Score: Raw -2980628.998920 + Penalty 3329.619432 = -2977299.379488
  nChanged 0
		SP:Iteration 78F (95802.560000 sec): 3 clusters
  Score: Raw -2980628.998920 + Penalty 3329.619432 = -2977299.379488
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95802.720000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95802.850000 sec): 3 clusters
  Score: Raw -55563.445527 + Penalty 2015.165482 = -53548.280046
  nChanged 133
		SP:Iteration 1F (95803.050000 sec): 3 clusters
  Score: Raw -55733.262591 + Penalty 2015.165482 = -53718.097109
  nChanged 22
		SP:Iteration 2Q (95803.220000 sec): 3 clusters
  Score: Raw -55774.586799 + Penalty 2015.165482 = -53759.421318
  nChanged 13
		SP:Iteration 3Q (95803.390000 sec): 3 clusters
  Score: Raw -55804.694812 + Penalty 2015.165482 = -53789.529330
  nChanged 14
		SP:Iteration 4Q (95803.540000 sec): 3 clusters
  Score: Raw -55833.927933 + Penalty 2015.165482 = -53818.762452
  nChanged 8
		SP:Iteration 5Q (95803.700000 sec): 3 clusters
  Score: Raw -55853.971194 + Penalty 2015.165482 = -53838.805712
  nChanged 5
		SP:Iteration 6Q (95803.870000 sec): 3 clusters
  Score: Raw -55864.639890 + Penalty 2015.165482 = -53849.474409
  nChanged 4
		SP:Iteration 7Q (95804.030000 sec): 3 clusters
  Score: Raw -55869.067831 + Penalty 2015.165482 = -53853.902349
  nChanged 5
		SP:Iteration 8Q (95804.230000 sec): 3 clusters
  Score: Raw -55877.503730 + Penalty 2015.165482 = -53862.338249
  nChanged 2
		SP:Iteration 9Q (95804.430000 sec): 3 clusters
  Score: Raw -55879.693804 + Penalty 2015.165482 = -53864.528322
  nChanged 1
		SP:Iteration 10Q (95804.600000 sec): 3 clusters
  Score: Raw -55880.939541 + Penalty 2015.165482 = -53865.774059
  nChanged 0
		SP:Iteration 11F (95804.750000 sec): 3 clusters
  Score: Raw -55880.939541 + Penalty 2015.165482 = -53865.774059
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95804.870000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95804.970000 sec): 3 clusters
  Score: Raw -48661.027744 + Penalty 1948.846929 = -46712.180815
  nChanged 94
		SP:Iteration 1F (95805.120000 sec): 3 clusters
  Score: Raw -48780.349548 + Penalty 1948.846929 = -46831.502619
  nChanged 14
		SP:Iteration 2Q (95805.260000 sec): 3 clusters
  Score: Raw -48798.482052 + Penalty 1948.846929 = -46849.635123
  nChanged 8
		SP:Iteration 3Q (95805.400000 sec): 3 clusters
  Score: Raw -48811.123058 + Penalty 1948.846929 = -46862.276129
  nChanged 7
		SP:Iteration 4Q (95805.530000 sec): 3 clusters
  Score: Raw -48823.520159 + Penalty 1948.846929 = -46874.673230
  nChanged 8
		SP:Iteration 5Q (95805.670000 sec): 3 clusters
  Score: Raw -48856.006683 + Penalty 1948.846929 = -46907.159755
  nChanged 6
		SP:Iteration 6Q (95805.770000 sec): 3 clusters
  Score: Raw -48865.954992 + Penalty 1948.846929 = -46917.108063
  nChanged 5
		SP:Iteration 7Q (95805.910000 sec): 3 clusters
  Score: Raw -48871.720299 + Penalty 1948.846929 = -46922.873370
  nChanged 6
		SP:Iteration 8Q (95806.060000 sec): 3 clusters
  Score: Raw -48881.808875 + Penalty 1948.846929 = -46932.961946
  nChanged 7
		SP:Iteration 9Q (95806.150000 sec): 3 clusters
  Score: Raw -48891.820496 + Penalty 1948.846929 = -46942.973568
  nChanged 5
		SP:Iteration 10Q (95806.300000 sec): 3 clusters
  Score: Raw -48898.484132 + Penalty 1948.846929 = -46949.637203
  nChanged 2
		SP:Iteration 11Q (95806.440000 sec): 3 clusters
  Score: Raw -48902.391735 + Penalty 1948.846929 = -46953.544806
  nChanged 3
		SP:Iteration 12Q (95806.540000 sec): 3 clusters
  Score: Raw -48905.095661 + Penalty 1948.846929 = -46956.248732
  nChanged 2
		SP:Iteration 13Q (95806.680000 sec): 3 clusters
  Score: Raw -48906.898577 + Penalty 1948.846929 = -46958.051648
  nChanged 2
		SP:Iteration 14Q (95806.820000 sec): 3 clusters
  Score: Raw -48909.478706 + Penalty 1948.846929 = -46960.631777
  nChanged 3
		SP:Iteration 15Q (95806.970000 sec): 3 clusters
  Score: Raw -48915.753577 + Penalty 1948.846929 = -46966.906648
  nChanged 1
		SP:Iteration 16Q (95807.060000 sec): 3 clusters
  Score: Raw -48918.179923 + Penalty 1948.846929 = -46969.332994
  nChanged 3
		SP:Iteration 17Q (95807.210000 sec): 3 clusters
  Score: Raw -48921.400563 + Penalty 1948.846929 = -46972.553635
  nChanged 1
		SP:Iteration 18Q (95807.350000 sec): 3 clusters
  Score: Raw -48923.898118 + Penalty 1948.846929 = -46975.051189
  nChanged 2
		SP:Iteration 19Q (95807.460000 sec): 3 clusters
  Score: Raw -48927.607516 + Penalty 1948.846929 = -46978.760587
  nChanged 2
		SP:Iteration 20F (95807.590000 sec): 3 clusters
  Score: Raw -48929.470878 + Penalty 1948.846929 = -46980.623949
  nChanged 2
		SP:Iteration 21Q (95807.680000 sec): 3 clusters
  Score: Raw -48931.749016 + Penalty 1948.846929 = -46982.902087
  nChanged 1
		SP:Iteration 22Q (95807.780000 sec): 3 clusters
  Score: Raw -48939.958768 + Penalty 1948.846929 = -46991.111840
  nChanged 1
		SP:Iteration 23Q (95807.920000 sec): 3 clusters
  Score: Raw -48940.369372 + Penalty 1948.846929 = -46991.522443
  nChanged 0
		SP:Iteration 24F (95808.020000 sec): 3 clusters
  Score: Raw -48940.369372 + Penalty 1948.846929 = -46991.522443
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (331117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95809.890000 sec): 2 clusters
  Score: Raw -37627828.338215 + Penalty 2065.411898 = -37625762.926316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95812.140000 sec): 3 clusters
  Score: Raw -37406163.803406 + Penalty 4130.823797 = -37402032.979609
  nChanged 161802
		SP:Iteration 1F (95814.460000 sec): 3 clusters
  Score: Raw -37505021.276194 + Penalty 4130.823797 = -37500890.452398
  nChanged 12066
		SP:Iteration 2Q (95817.450000 sec): 3 clusters
  Score: Raw -37508468.409102 + Penalty 4130.823797 = -37504337.585306
  nChanged 13830
		SP:Iteration 3Q (95819.660000 sec): 3 clusters
  Score: Raw -37513352.091074 + Penalty 4130.823797 = -37509221.267277
  nChanged 16217
		SP:Iteration 4Q (95822.000000 sec): 3 clusters
  Score: Raw -37520569.851037 + Penalty 4130.823797 = -37516439.027241
  nChanged 19097
		SP:Iteration 5F (95824.220000 sec): 3 clusters
  Score: Raw -37531115.836939 + Penalty 4130.823797 = -37526985.013143
  nChanged 21433
		SP:Iteration 6F (95826.370000 sec): 3 clusters
  Score: Raw -37545033.552992 + Penalty 4130.823797 = -37540902.729196
  nChanged 21991
		SP:Iteration 7F (95828.410000 sec): 3 clusters
  Score: Raw -37561331.357065 + Penalty 4130.823797 = -37557200.533269
  nChanged 21035
		SP:Iteration 8F (95830.650000 sec): 3 clusters
  Score: Raw -37578204.957813 + Penalty 4130.823797 = -37574074.134016
  nChanged 17878
		SP:Iteration 9F (95832.680000 sec): 3 clusters
  Score: Raw -37593045.539871 + Penalty 4130.823797 = -37588914.716074
  nChanged 14035
		SP:Iteration 10Q (95834.840000 sec): 3 clusters
  Score: Raw -37604779.390800 + Penalty 4130.823797 = -37600648.567003
  nChanged 10607
		SP:Iteration 11Q (95836.580000 sec): 3 clusters
  Score: Raw -37613554.057007 + Penalty 4130.823797 = -37609423.233211
  nChanged 7302
		SP:Iteration 12Q (95838.230000 sec): 3 clusters
  Score: Raw -37619388.734140 + Penalty 4130.823797 = -37615257.910343
  nChanged 4790
		SP:Iteration 13Q (95839.860000 sec): 3 clusters
  Score: Raw -37623030.758987 + Penalty 4130.823797 = -37618899.935190
  nChanged 3057
		SP:Iteration 14Q (95841.500000 sec): 3 clusters
  Score: Raw -37625232.445288 + Penalty 4130.823797 = -37621101.621491
  nChanged 1904
		SP:Iteration 15Q (95843.260000 sec): 3 clusters
  Score: Raw -37626503.409466 + Penalty 4130.823797 = -37622372.585669
  nChanged 1186
		SP:Iteration 16Q (95845.230000 sec): 3 clusters
  Score: Raw -37627211.076970 + Penalty 4130.823797 = -37623080.253173
  nChanged 689
		SP:Iteration 17Q (95847.100000 sec): 3 clusters
  Score: Raw -37627599.999499 + Penalty 4130.823797 = -37623469.175702
  nChanged 460
		SP:Iteration 18Q (95848.980000 sec): 3 clusters
  Score: Raw -37627832.629542 + Penalty 4130.823797 = -37623701.805746
  nChanged 295
		SP:Iteration 19Q (95850.770000 sec): 3 clusters
  Score: Raw -37627977.905023 + Penalty 4130.823797 = -37623847.081227
  nChanged 215
		SP:Iteration 20F (95852.930000 sec): 3 clusters
  Score: Raw -37628076.249080 + Penalty 4130.823797 = -37623945.425283
  nChanged 151
		SP:Iteration 21Q (95854.670000 sec): 3 clusters
  Score: Raw -37628141.727039 + Penalty 4130.823797 = -37624010.903243
  nChanged 115
		SP:Iteration 22Q (95856.250000 sec): 3 clusters
  Score: Raw -37628192.351093 + Penalty 4130.823797 = -37624061.527297
  nChanged 77
		SP:Iteration 23Q (95857.720000 sec): 3 clusters
  Score: Raw -37628224.851412 + Penalty 4130.823797 = -37624094.027616
  nChanged 75
		SP:Iteration 24Q (95858.970000 sec): 3 clusters
  Score: Raw -37628253.973715 + Penalty 4130.823797 = -37624123.149918
  nChanged 55
		SP:Iteration 25Q (95860.450000 sec): 3 clusters
  Score: Raw -37628275.714075 + Penalty 4130.823797 = -37624144.890279
  nChanged 38
		SP:Iteration 26Q (95862.060000 sec): 3 clusters
  Score: Raw -37628289.430755 + Penalty 4130.823797 = -37624158.606958
  nChanged 41
		SP:Iteration 27Q (95863.830000 sec): 3 clusters
  Score: Raw -37628302.327127 + Penalty 4130.823797 = -37624171.503331
  nChanged 34
		SP:Iteration 28Q (95865.520000 sec): 3 clusters
  Score: Raw -37628313.100586 + Penalty 4130.823797 = -37624182.276790
  nChanged 24
		SP:Iteration 29Q (95867.000000 sec): 3 clusters
  Score: Raw -37628321.120700 + Penalty 4130.823797 = -37624190.296904
  nChanged 23
		SP:Iteration 30Q (95868.530000 sec): 3 clusters
  Score: Raw -37628328.321515 + Penalty 4130.823797 = -37624197.497719
  nChanged 13
		SP:Iteration 31Q (95870.200000 sec): 3 clusters
  Score: Raw -37628332.174519 + Penalty 4130.823797 = -37624201.350723
  nChanged 16
		SP:Iteration 32Q (95871.920000 sec): 3 clusters
  Score: Raw -37628337.041016 + Penalty 4130.823797 = -37624206.217220
  nChanged 14
		SP:Iteration 33Q (95873.470000 sec): 3 clusters
  Score: Raw -37628341.839911 + Penalty 4130.823797 = -37624211.016114
  nChanged 17
		SP:Iteration 34Q (95875.450000 sec): 3 clusters
  Score: Raw -37628346.818036 + Penalty 4130.823797 = -37624215.994239
  nChanged 18
		SP:Iteration 35Q (95877.160000 sec): 3 clusters
  Score: Raw -37628353.456914 + Penalty 4130.823797 = -37624222.633118
  nChanged 22
		SP:Iteration 36Q (95878.840000 sec): 3 clusters
  Score: Raw -37628360.039380 + Penalty 4130.823797 = -37624229.215583
  nChanged 19
		SP:Iteration 37Q (95880.670000 sec): 3 clusters
  Score: Raw -37628366.856510 + Penalty 4130.823797 = -37624236.032713
  nChanged 15
		SP:Iteration 38Q (95882.360000 sec): 3 clusters
  Score: Raw -37628371.086121 + Penalty 4130.823797 = -37624240.262325
  nChanged 13
		SP:Iteration 39Q (95884.290000 sec): 3 clusters
  Score: Raw -37628374.984607 + Penalty 4130.823797 = -37624244.160810
  nChanged 13
		SP:Iteration 40F (95886.070000 sec): 3 clusters
  Score: Raw -37628379.899804 + Penalty 4130.823797 = -37624249.076008
  nChanged 17
		SP:Iteration 41Q (95887.490000 sec): 3 clusters
  Score: Raw -37628385.464500 + Penalty 4130.823797 = -37624254.640704
  nChanged 16
		SP:Iteration 42Q (95888.970000 sec): 3 clusters
  Score: Raw -37628391.406531 + Penalty 4130.823797 = -37624260.582735
  nChanged 15
		SP:Iteration 43Q (95890.370000 sec): 3 clusters
  Score: Raw -37628398.407192 + Penalty 4130.823797 = -37624267.583396
  nChanged 14
		SP:Iteration 44Q (95891.740000 sec): 3 clusters
  Score: Raw -37628403.178557 + Penalty 4130.823797 = -37624272.354761
  nChanged 6
		SP:Iteration 45Q (95893.390000 sec): 3 clusters
  Score: Raw -37628405.225015 + Penalty 4130.823797 = -37624274.401218
  nChanged 6
		SP:Iteration 46Q (95894.990000 sec): 3 clusters
  Score: Raw -37628406.618752 + Penalty 4130.823797 = -37624275.794955
  nChanged 3
		SP:Iteration 47Q (95896.550000 sec): 3 clusters
  Score: Raw -37628407.335708 + Penalty 4130.823797 = -37624276.511911
  nChanged 3
		SP:Iteration 48Q (95898.190000 sec): 3 clusters
  Score: Raw -37628408.193298 + Penalty 4130.823797 = -37624277.369501
  nChanged 4
		SP:Iteration 49Q (95899.720000 sec): 3 clusters
  Score: Raw -37628409.323578 + Penalty 4130.823797 = -37624278.499781
  nChanged 3
		SP:Iteration 50Q (95901.120000 sec): 3 clusters
  Score: Raw -37628410.275571 + Penalty 4130.823797 = -37624279.451775
  nChanged 5
		SP:Iteration 51Q (95902.500000 sec): 3 clusters
  Score: Raw -37628411.560961 + Penalty 4130.823797 = -37624280.737164
  nChanged 3
		SP:Iteration 52Q (95903.940000 sec): 3 clusters
  Score: Raw -37628412.121836 + Penalty 4130.823797 = -37624281.298040
  nChanged 3
		SP:Iteration 53Q (95905.630000 sec): 3 clusters
  Score: Raw -37628413.212269 + Penalty 4130.823797 = -37624282.388473
  nChanged 4
		SP:Iteration 54Q (95907.240000 sec): 3 clusters
  Score: Raw -37628414.529137 + Penalty 4130.823797 = -37624283.705341
  nChanged 5
		SP:Iteration 55Q (95908.990000 sec): 3 clusters
  Score: Raw -37628415.876091 + Penalty 4130.823797 = -37624285.052295
  nChanged 2
		SP:Iteration 56Q (95910.390000 sec): 3 clusters
  Score: Raw -37628416.404611 + Penalty 4130.823797 = -37624285.580814
  nChanged 2
		SP:Iteration 57Q (95911.870000 sec): 3 clusters
  Score: Raw -37628417.000878 + Penalty 4130.823797 = -37624286.177081
  nChanged 1
		SP:Iteration 58Q (95913.290000 sec): 3 clusters
  Score: Raw -37628417.119552 + Penalty 4130.823797 = -37624286.295756
  nChanged 0
		SP:Iteration 59F (95915.020000 sec): 3 clusters
  Score: Raw -37628417.119552 + Penalty 4130.823797 = -37624286.295756
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (74336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95915.530000 sec): 2 clusters
  Score: Raw -8248755.611327 + Penalty 1822.656978 = -8246932.954348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95916.130000 sec): 3 clusters
  Score: Raw -8200990.868365 + Penalty 3645.313957 = -8197345.554409
  nChanged 35188
		SP:Iteration 1F (95916.700000 sec): 3 clusters
  Score: Raw -8221418.767967 + Penalty 3645.313957 = -8217773.454011
  nChanged 3185
		SP:Iteration 2Q (95917.410000 sec): 3 clusters
  Score: Raw -8222803.585183 + Penalty 3645.313957 = -8219158.271226
  nChanged 3804
		SP:Iteration 3F (95918.030000 sec): 3 clusters
  Score: Raw -8224758.497759 + Penalty 3645.313957 = -8221113.183803
  nChanged 4481
		SP:Iteration 4F (95918.750000 sec): 3 clusters
  Score: Raw -8227579.124064 + Penalty 3645.313957 = -8223933.810108
  nChanged 5185
		SP:Iteration 5F (95919.380000 sec): 3 clusters
  Score: Raw -8231227.886631 + Penalty 3645.313957 = -8227582.572674
  nChanged 5457
		SP:Iteration 6F (95919.950000 sec): 3 clusters
  Score: Raw -8235094.191460 + Penalty 3645.313957 = -8231448.877503
  nChanged 4857
		SP:Iteration 7F (95920.720000 sec): 3 clusters
  Score: Raw -8237955.893525 + Penalty 3645.313957 = -8234310.579568
  nChanged 3617
		SP:Iteration 8Q (95921.410000 sec): 3 clusters
  Score: Raw -8239686.547192 + Penalty 3645.313957 = -8236041.233236
  nChanged 2566
		SP:Iteration 9Q (95921.940000 sec): 3 clusters
  Score: Raw -8240716.293522 + Penalty 3645.313957 = -8237070.979566
  nChanged 1812
		SP:Iteration 10Q (95922.610000 sec): 3 clusters
  Score: Raw -8241343.114954 + Penalty 3645.313957 = -8237697.800998
  nChanged 1439
		SP:Iteration 11Q (95923.320000 sec): 3 clusters
  Score: Raw -8241808.253499 + Penalty 3645.313957 = -8238162.939542
  nChanged 1182
		SP:Iteration 12Q (95924.040000 sec): 3 clusters
  Score: Raw -8242177.890610 + Penalty 3645.313957 = -8238532.576653
  nChanged 1082
		SP:Iteration 13Q (95924.600000 sec): 3 clusters
  Score: Raw -8242499.425711 + Penalty 3645.313957 = -8238854.111755
  nChanged 1031
		SP:Iteration 14Q (95925.130000 sec): 3 clusters
  Score: Raw -8242786.625283 + Penalty 3645.313957 = -8239141.311326
  nChanged 999
		SP:Iteration 15Q (95925.820000 sec): 3 clusters
  Score: Raw -8243084.339260 + Penalty 3645.313957 = -8239439.025303
  nChanged 1016
		SP:Iteration 16Q (95926.540000 sec): 3 clusters
  Score: Raw -8243398.608130 + Penalty 3645.313957 = -8239753.294174
  nChanged 1030
		SP:Iteration 17Q (95927.150000 sec): 3 clusters
  Score: Raw -8243729.223611 + Penalty 3645.313957 = -8240083.909655
  nChanged 1060
		SP:Iteration 18Q (95927.860000 sec): 3 clusters
  Score: Raw -8244049.603435 + Penalty 3645.313957 = -8240404.289478
  nChanged 982
		SP:Iteration 19Q (95928.590000 sec): 3 clusters
  Score: Raw -8244335.419595 + Penalty 3645.313957 = -8240690.105639
  nChanged 941
		SP:Iteration 20F (95929.310000 sec): 3 clusters
  Score: Raw -8244612.090387 + Penalty 3645.313957 = -8240966.776430
  nChanged 907
		SP:Iteration 21Q (95929.850000 sec): 3 clusters
  Score: Raw -8244886.774565 + Penalty 3645.313957 = -8241241.460608
  nChanged 868
		SP:Iteration 22Q (95930.560000 sec): 3 clusters
  Score: Raw -8245118.822437 + Penalty 3645.313957 = -8241473.508480
  nChanged 776
		SP:Iteration 23Q (95931.270000 sec): 3 clusters
  Score: Raw -8245316.171036 + Penalty 3645.313957 = -8241670.857079
  nChanged 733
		SP:Iteration 24Q (95931.730000 sec): 3 clusters
  Score: Raw -8245486.982003 + Penalty 3645.313957 = -8241841.668047
  nChanged 669
		SP:Iteration 25Q (95932.360000 sec): 3 clusters
  Score: Raw -8245623.778871 + Penalty 3645.313957 = -8241978.464915
  nChanged 661
		SP:Iteration 26Q (95933.030000 sec): 3 clusters
  Score: Raw -8245753.338803 + Penalty 3645.313957 = -8242108.024847
  nChanged 596
		SP:Iteration 27Q (95933.740000 sec): 3 clusters
  Score: Raw -8245870.115499 + Penalty 3645.313957 = -8242224.801542
  nChanged 569
		SP:Iteration 28Q (95934.350000 sec): 3 clusters
  Score: Raw -8245979.163010 + Penalty 3645.313957 = -8242333.849053
  nChanged 535
		SP:Iteration 29Q (95934.940000 sec): 3 clusters
  Score: Raw -8246076.654288 + Penalty 3645.313957 = -8242431.340331
  nChanged 524
		SP:Iteration 30Q (95935.510000 sec): 3 clusters
  Score: Raw -8246162.883189 + Penalty 3645.313957 = -8242517.569233
  nChanged 499
		SP:Iteration 31Q (95936.160000 sec): 3 clusters
  Score: Raw -8246247.704949 + Penalty 3645.313957 = -8242602.390992
  nChanged 501
		SP:Iteration 32Q (95936.770000 sec): 3 clusters
  Score: Raw -8246336.752423 + Penalty 3645.313957 = -8242691.438467
  nChanged 491
		SP:Iteration 33Q (95937.410000 sec): 3 clusters
  Score: Raw -8246419.360014 + Penalty 3645.313957 = -8242774.046058
  nChanged 490
		SP:Iteration 34Q (95937.920000 sec): 3 clusters
  Score: Raw -8246500.849206 + Penalty 3645.313957 = -8242855.535249
  nChanged 447
		SP:Iteration 35Q (95938.550000 sec): 3 clusters
  Score: Raw -8246573.376271 + Penalty 3645.313957 = -8242928.062315
  nChanged 435
		SP:Iteration 36Q (95939.150000 sec): 3 clusters
  Score: Raw -8246646.960662 + Penalty 3645.313957 = -8243001.646706
  nChanged 421
		SP:Iteration 37Q (95939.730000 sec): 3 clusters
  Score: Raw -8246721.473263 + Penalty 3645.313957 = -8243076.159306
  nChanged 407
		SP:Iteration 38Q (95940.250000 sec): 3 clusters
  Score: Raw -8246788.702764 + Penalty 3645.313957 = -8243143.388807
  nChanged 406
		SP:Iteration 39Q (95940.860000 sec): 3 clusters
  Score: Raw -8246858.436350 + Penalty 3645.313957 = -8243213.122394
  nChanged 404
		SP:Iteration 40F (95941.420000 sec): 3 clusters
  Score: Raw -8246925.472595 + Penalty 3645.313957 = -8243280.158638
  nChanged 387
		SP:Iteration 41Q (95942.010000 sec): 3 clusters
  Score: Raw -8246990.374373 + Penalty 3645.313957 = -8243345.060416
  nChanged 373
		SP:Iteration 42Q (95942.600000 sec): 3 clusters
  Score: Raw -8247051.732090 + Penalty 3645.313957 = -8243406.418133
  nChanged 332
		SP:Iteration 43Q (95943.150000 sec): 3 clusters
  Score: Raw -8247104.877251 + Penalty 3645.313957 = -8243459.563295
  nChanged 345
		SP:Iteration 44Q (95943.740000 sec): 3 clusters
  Score: Raw -8247158.533314 + Penalty 3645.313957 = -8243513.219358
  nChanged 345
		SP:Iteration 45Q (95944.300000 sec): 3 clusters
  Score: Raw -8247212.638715 + Penalty 3645.313957 = -8243567.324759
  nChanged 339
		SP:Iteration 46Q (95944.860000 sec): 3 clusters
  Score: Raw -8247269.569103 + Penalty 3645.313957 = -8243624.255147
  nChanged 348
		SP:Iteration 47Q (95945.500000 sec): 3 clusters
  Score: Raw -8247328.482000 + Penalty 3645.313957 = -8243683.168044
  nChanged 341
		SP:Iteration 48Q (95946.060000 sec): 3 clusters
  Score: Raw -8247391.424312 + Penalty 3645.313957 = -8243746.110356
  nChanged 373
		SP:Iteration 49Q (95946.700000 sec): 3 clusters
  Score: Raw -8247466.995150 + Penalty 3645.313957 = -8243821.681193
  nChanged 386
		SP:Iteration 50Q (95947.250000 sec): 3 clusters
  Score: Raw -8247547.247320 + Penalty 3645.313957 = -8243901.933363
  nChanged 405
		SP:Iteration 51Q (95947.880000 sec): 3 clusters
  Score: Raw -8247632.584198 + Penalty 3645.313957 = -8243987.270242
  nChanged 391
		SP:Iteration 52Q (95948.520000 sec): 3 clusters
  Score: Raw -8247716.994538 + Penalty 3645.313957 = -8244071.680581
  nChanged 362
		SP:Iteration 53Q (95949.110000 sec): 3 clusters
  Score: Raw -8247799.098302 + Penalty 3645.313957 = -8244153.784345
  nChanged 354
		SP:Iteration 54Q (95949.700000 sec): 3 clusters
  Score: Raw -8247883.449728 + Penalty 3645.313957 = -8244238.135771
  nChanged 341
		SP:Iteration 55Q (95950.220000 sec): 3 clusters
  Score: Raw -8247966.341830 + Penalty 3645.313957 = -8244321.027873
  nChanged 369
		SP:Iteration 56Q (95950.770000 sec): 3 clusters
  Score: Raw -8248069.181123 + Penalty 3645.313957 = -8244423.867166
  nChanged 372
		SP:Iteration 57Q (95951.310000 sec): 3 clusters
  Score: Raw -8248185.808175 + Penalty 3645.313957 = -8244540.494218
  nChanged 387
		SP:Iteration 58Q (95951.920000 sec): 3 clusters
  Score: Raw -8248312.265569 + Penalty 3645.313957 = -8244666.951613
  nChanged 351
		SP:Iteration 59Q (95952.420000 sec): 3 clusters
  Score: Raw -8248421.929030 + Penalty 3645.313957 = -8244776.615073
  nChanged 339
		SP:Iteration 60F (95953.040000 sec): 3 clusters
  Score: Raw -8248519.420621 + Penalty 3645.313957 = -8244874.106665
  nChanged 294
		SP:Iteration 61Q (95953.610000 sec): 3 clusters
  Score: Raw -8248604.570210 + Penalty 3645.313957 = -8244959.256254
  nChanged 298
		SP:Iteration 62Q (95954.120000 sec): 3 clusters
  Score: Raw -8248691.436081 + Penalty 3645.313957 = -8245046.122124
  nChanged 280
		SP:Iteration 63Q (95954.730000 sec): 3 clusters
  Score: Raw -8248769.599675 + Penalty 3645.313957 = -8245124.285719
  nChanged 249
		SP:Iteration 64Q (95955.220000 sec): 3 clusters
  Score: Raw -8248847.511953 + Penalty 3645.313957 = -8245202.197996
  nChanged 252
		SP:Iteration 65Q (95955.700000 sec): 3 clusters
  Score: Raw -8248920.974574 + Penalty 3645.313957 = -8245275.660617
  nChanged 211
		SP:Iteration 66Q (95956.280000 sec): 3 clusters
  Score: Raw -8248980.985185 + Penalty 3645.313957 = -8245335.671228
  nChanged 191
		SP:Iteration 67Q (95956.840000 sec): 3 clusters
  Score: Raw -8249042.413953 + Penalty 3645.313957 = -8245397.099996
  nChanged 203
		SP:Iteration 68Q (95957.440000 sec): 3 clusters
  Score: Raw -8249106.991382 + Penalty 3645.313957 = -8245461.677425
  nChanged 191
		SP:Iteration 69Q (95957.980000 sec): 3 clusters
  Score: Raw -8249166.901526 + Penalty 3645.313957 = -8245521.587569
  nChanged 161
		SP:Iteration 70Q (95958.540000 sec): 3 clusters
  Score: Raw -8249214.927824 + Penalty 3645.313957 = -8245569.613867
  nChanged 161
		SP:Iteration 71Q (95958.990000 sec): 3 clusters
  Score: Raw -8249263.401007 + Penalty 3645.313957 = -8245618.087050
  nChanged 142
		SP:Iteration 72Q (95959.580000 sec): 3 clusters
  Score: Raw -8249306.349622 + Penalty 3645.313957 = -8245661.035666
  nChanged 124
		SP:Iteration 73Q (95960.170000 sec): 3 clusters
  Score: Raw -8249341.432871 + Penalty 3645.313957 = -8245696.118915
  nChanged 96
		SP:Iteration 74Q (95960.680000 sec): 3 clusters
  Score: Raw -8249370.968844 + Penalty 3645.313957 = -8245725.654887
  nChanged 92
		SP:Iteration 75Q (95961.130000 sec): 3 clusters
  Score: Raw -8249400.446578 + Penalty 3645.313957 = -8245755.132621
  nChanged 81
		SP:Iteration 76Q (95961.650000 sec): 3 clusters
  Score: Raw -8249422.673023 + Penalty 3645.313957 = -8245777.359066
  nChanged 80
		SP:Iteration 77Q (95962.170000 sec): 3 clusters
  Score: Raw -8249443.141982 + Penalty 3645.313957 = -8245797.828026
  nChanged 62
		SP:Iteration 78Q (95962.730000 sec): 3 clusters
  Score: Raw -8249456.466923 + Penalty 3645.313957 = -8245811.152966
  nChanged 55
		SP:Iteration 79Q (95963.290000 sec): 3 clusters
  Score: Raw -8249467.969504 + Penalty 3645.313957 = -8245822.655548
  nChanged 36
		SP:Iteration 80F (95963.770000 sec): 3 clusters
  Score: Raw -8249473.972152 + Penalty 3645.313957 = -8245828.658196
  nChanged 24
		SP:Iteration 81Q (95964.280000 sec): 3 clusters
  Score: Raw -8249477.793354 + Penalty 3645.313957 = -8245832.479397
  nChanged 19
		SP:Iteration 82Q (95964.770000 sec): 3 clusters
  Score: Raw -8249482.757077 + Penalty 3645.313957 = -8245837.443121
  nChanged 25
		SP:Iteration 83Q (95965.300000 sec): 3 clusters
  Score: Raw -8249487.159991 + Penalty 3645.313957 = -8245841.846035
  nChanged 25
		SP:Iteration 84Q (95965.820000 sec): 3 clusters
  Score: Raw -8249491.935673 + Penalty 3645.313957 = -8245846.621716
  nChanged 22
		SP:Iteration 85Q (95966.320000 sec): 3 clusters
  Score: Raw -8249496.025903 + Penalty 3645.313957 = -8245850.711947
  nChanged 20
		SP:Iteration 86Q (95966.770000 sec): 3 clusters
  Score: Raw -8249498.984781 + Penalty 3645.313957 = -8245853.670825
  nChanged 21
		SP:Iteration 87Q (95967.210000 sec): 3 clusters
  Score: Raw -8249504.314333 + Penalty 3645.313957 = -8245859.000377
  nChanged 25
		SP:Iteration 88Q (95967.730000 sec): 3 clusters
  Score: Raw -8249510.109409 + Penalty 3645.313957 = -8245864.795452
  nChanged 18
		SP:Iteration 89Q (95968.280000 sec): 3 clusters
  Score: Raw -8249513.372218 + Penalty 3645.313957 = -8245868.058261
  nChanged 12
		SP:Iteration 90Q (95968.800000 sec): 3 clusters
  Score: Raw -8249515.266957 + Penalty 3645.313957 = -8245869.953001
  nChanged 10
		SP:Iteration 91Q (95969.350000 sec): 3 clusters
  Score: Raw -8249516.788924 + Penalty 3645.313957 = -8245871.474968
  nChanged 11
		SP:Iteration 92Q (95969.900000 sec): 3 clusters
  Score: Raw -8249519.184771 + Penalty 3645.313957 = -8245873.870815
  nChanged 13
		SP:Iteration 93Q (95970.470000 sec): 3 clusters
  Score: Raw -8249521.200742 + Penalty 3645.313957 = -8245875.886785
  nChanged 4
		SP:Iteration 94Q (95971.000000 sec): 3 clusters
  Score: Raw -8249521.744802 + Penalty 3645.313957 = -8245876.430846
  nChanged 1
		SP:Iteration 95Q (95971.560000 sec): 3 clusters
  Score: Raw -8249521.889963 + Penalty 3645.313957 = -8245876.576007
  nChanged 2
		SP:Iteration 96Q (95972.120000 sec): 3 clusters
  Score: Raw -8249522.104039 + Penalty 3645.313957 = -8245876.790082
  nChanged 1
		SP:Iteration 97Q (95972.570000 sec): 3 clusters
  Score: Raw -8249522.188571 + Penalty 3645.313957 = -8245876.874614
  nChanged 1
		SP:Iteration 98Q (95973.080000 sec): 3 clusters
  Score: Raw -8249522.231560 + Penalty 3645.313957 = -8245876.917603
  nChanged 0
		SP:Iteration 99F (95973.580000 sec): 3 clusters
  Score: Raw -8249522.231560 + Penalty 3645.313957 = -8245876.917603
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95973.720000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95973.850000 sec): 3 clusters
  Score: Raw -52481.614933 + Penalty 1991.941318 = -50489.673614
  nChanged 98
		SP:Iteration 1F (95974.040000 sec): 3 clusters
  Score: Raw -52617.224106 + Penalty 1991.941318 = -50625.282788
  nChanged 27
		SP:Iteration 2F (95974.160000 sec): 3 clusters
  Score: Raw -52662.097172 + Penalty 1991.941318 = -50670.155854
  nChanged 11
		SP:Iteration 3Q (95974.330000 sec): 3 clusters
  Score: Raw -52680.637893 + Penalty 1991.941318 = -50688.696575
  nChanged 5
		SP:Iteration 4Q (95974.490000 sec): 3 clusters
  Score: Raw -52688.290975 + Penalty 1991.941318 = -50696.349656
  nChanged 3
		SP:Iteration 5Q (95974.670000 sec): 3 clusters
  Score: Raw -52693.920733 + Penalty 1991.941318 = -50701.979415
  nChanged 0
		SP:Iteration 6F (95974.780000 sec): 3 clusters
  Score: Raw -52693.920733 + Penalty 1991.941318 = -50701.979415
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95974.880000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95975.090000 sec): 3 clusters
  Score: Raw -29114.574291 + Penalty 1844.944986 = -27269.629305
  nChanged 47
		SP:Iteration 1F (95975.200000 sec): 3 clusters
  Score: Raw -29234.519222 + Penalty 1844.944986 = -27389.574237
  nChanged 13
		SP:Iteration 2Q (95975.380000 sec): 3 clusters
  Score: Raw -29279.961981 + Penalty 1844.944986 = -27435.016996
  nChanged 6
		SP:Iteration 3Q (95975.480000 sec): 3 clusters
  Score: Raw -29297.117776 + Penalty 1844.944986 = -27452.172790
  nChanged 3
		SP:Iteration 4Q (95975.660000 sec): 3 clusters
  Score: Raw -29303.739607 + Penalty 1844.944986 = -27458.794621
  nChanged 2
		SP:Iteration 5Q (95975.820000 sec): 3 clusters
  Score: Raw -29308.772180 + Penalty 1844.944986 = -27463.827195
  nChanged 1
		SP:Iteration 6Q (95975.960000 sec): 3 clusters
  Score: Raw -29314.486482 + Penalty 1844.944986 = -27469.541496
  nChanged 0
		SP:Iteration 7F (95976.120000 sec): 3 clusters
  Score: Raw -29314.486482 + Penalty 1844.944986 = -27469.541496
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95976.210000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95976.400000 sec): 3 clusters
  Score: Raw -12535.154638 + Penalty 1653.468809 = -10881.685829
  nChanged 20
		SP:Iteration 1F (95976.530000 sec): 3 clusters
  Score: Raw -12597.981399 + Penalty 1653.468809 = -10944.512590
  nChanged 3
		SP:Iteration 2Q (95976.710000 sec): 3 clusters
  Score: Raw -12604.962080 + Penalty 1653.468809 = -10951.493271
  nChanged 0
		SP:Iteration 3F (95976.920000 sec): 3 clusters
  Score: Raw -12604.962080 + Penalty 1653.468809 = -10951.493271
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95976.970000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95977.130000 sec): 3 clusters
  Score: Raw -61349.998169 + Penalty 2044.759970 = -59305.238199
  nChanged 125
		SP:Iteration 1F (95977.290000 sec): 3 clusters
  Score: Raw -61516.706095 + Penalty 2044.759970 = -59471.946124
  nChanged 28
		SP:Iteration 2F (95977.450000 sec): 3 clusters
  Score: Raw -61566.077457 + Penalty 2044.759970 = -59521.317486
  nChanged 17
		SP:Iteration 3Q (95977.610000 sec): 3 clusters
  Score: Raw -61589.763780 + Penalty 2044.759970 = -59545.003809
  nChanged 12
		SP:Iteration 4Q (95977.760000 sec): 3 clusters
  Score: Raw -61616.978490 + Penalty 2044.759970 = -59572.218519
  nChanged 10
		SP:Iteration 5Q (95977.900000 sec): 3 clusters
  Score: Raw -61628.300562 + Penalty 2044.759970 = -59583.540592
  nChanged 7
		SP:Iteration 6Q (95978.070000 sec): 3 clusters
  Score: Raw -61638.830974 + Penalty 2044.759970 = -59594.071004
  nChanged 3
		SP:Iteration 7Q (95978.260000 sec): 3 clusters
  Score: Raw -61642.151321 + Penalty 2044.759970 = -59597.391351
  nChanged 2
		SP:Iteration 8Q (95978.430000 sec): 3 clusters
  Score: Raw -61645.217763 + Penalty 2044.759970 = -59600.457793
  nChanged 2
		SP:Iteration 9Q (95978.600000 sec): 3 clusters
  Score: Raw -61649.460124 + Penalty 2044.759970 = -59604.700153
  nChanged 5
		SP:Iteration 10Q (95978.760000 sec): 3 clusters
  Score: Raw -61661.972682 + Penalty 2044.759970 = -59617.212712
  nChanged 6
		SP:Iteration 11Q (95978.960000 sec): 3 clusters
  Score: Raw -61668.403070 + Penalty 2044.759970 = -59623.643100
  nChanged 4
		SP:Iteration 12Q (95979.120000 sec): 3 clusters
  Score: Raw -61673.238611 + Penalty 2044.759970 = -59628.478641
  nChanged 3
		SP:Iteration 13Q (95979.290000 sec): 3 clusters
  Score: Raw -61682.540554 + Penalty 2044.759970 = -59637.780584
  nChanged 3
		SP:Iteration 14Q (95979.460000 sec): 3 clusters
  Score: Raw -61686.389180 + Penalty 2044.759970 = -59641.629210
  nChanged 2
		SP:Iteration 15Q (95979.640000 sec): 3 clusters
  Score: Raw -61687.737773 + Penalty 2044.759970 = -59642.977803
  nChanged 1
		SP:Iteration 16Q (95979.830000 sec): 3 clusters
  Score: Raw -61689.877444 + Penalty 2044.759970 = -59645.117474
  nChanged 0
		SP:Iteration 17F (95979.980000 sec): 3 clusters
  Score: Raw -61689.877444 + Penalty 2044.759970 = -59645.117474
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95980.080000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95980.220000 sec): 3 clusters
  Score: Raw -19331.924064 + Penalty 1726.791943 = -17605.132121
  nChanged 27
		SP:Iteration 1F (95980.360000 sec): 3 clusters
  Score: Raw -19418.341931 + Penalty 1726.791943 = -17691.549988
  nChanged 4
		SP:Iteration 2Q (95980.500000 sec): 3 clusters
  Score: Raw -19435.053356 + Penalty 1726.791943 = -17708.261412
  nChanged 3
		SP:Iteration 3Q (95980.680000 sec): 3 clusters
  Score: Raw -19451.589492 + Penalty 1726.791943 = -17724.797549
  nChanged 2
		SP:Iteration 4Q (95980.850000 sec): 3 clusters
  Score: Raw -19460.710591 + Penalty 1726.791943 = -17733.918648
  nChanged 2
		SP:Iteration 5Q (95980.980000 sec): 3 clusters
  Score: Raw -19468.951808 + Penalty 1726.791943 = -17742.159865
  nChanged 0
		SP:Iteration 6F (95981.190000 sec): 3 clusters
  Score: Raw -19468.951808 + Penalty 1726.791943 = -17742.159865
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (9907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95981.310000 sec): 2 clusters
  Score: Raw -1090036.335948 + Penalty 1495.161989 = -1088541.173959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95981.480000 sec): 3 clusters
  Score: Raw -1084474.488844 + Penalty 2990.323979 = -1081484.164865
  nChanged 4301
		SP:Iteration 1F (95981.710000 sec): 3 clusters
  Score: Raw -1086801.814568 + Penalty 2990.323979 = -1083811.490589
  nChanged 627
		SP:Iteration 2F (95981.870000 sec): 3 clusters
  Score: Raw -1087104.946283 + Penalty 2990.323979 = -1084114.622304
  nChanged 526
		SP:Iteration 3F (95982.070000 sec): 3 clusters
  Score: Raw -1087346.816804 + Penalty 2990.323979 = -1084356.492826
  nChanged 445
		SP:Iteration 4Q (95982.280000 sec): 3 clusters
  Score: Raw -1087548.501015 + Penalty 2990.323979 = -1084558.177037
  nChanged 407
		SP:Iteration 5Q (95982.490000 sec): 3 clusters
  Score: Raw -1087742.928395 + Penalty 2990.323979 = -1084752.604416
  nChanged 400
		SP:Iteration 6Q (95982.660000 sec): 3 clusters
  Score: Raw -1087931.727505 + Penalty 2990.323979 = -1084941.403527
  nChanged 387
		SP:Iteration 7Q (95982.910000 sec): 3 clusters
  Score: Raw -1088153.779365 + Penalty 2990.323979 = -1085163.455386
  nChanged 397
		SP:Iteration 8Q (95983.100000 sec): 3 clusters
  Score: Raw -1088396.940200 + Penalty 2990.323979 = -1085406.616221
  nChanged 390
		SP:Iteration 9Q (95983.320000 sec): 3 clusters
  Score: Raw -1088643.840611 + Penalty 2990.323979 = -1085653.516632
  nChanged 338
		SP:Iteration 10Q (95983.490000 sec): 3 clusters
  Score: Raw -1088858.592581 + Penalty 2990.323979 = -1085868.268603
  nChanged 319
		SP:Iteration 11Q (95983.730000 sec): 3 clusters
  Score: Raw -1089077.444713 + Penalty 2990.323979 = -1086087.120735
  nChanged 294
		SP:Iteration 12Q (95983.890000 sec): 3 clusters
  Score: Raw -1089269.641102 + Penalty 2990.323979 = -1086279.317124
  nChanged 212
		SP:Iteration 13Q (95984.130000 sec): 3 clusters
  Score: Raw -1089384.362916 + Penalty 2990.323979 = -1086394.038938
  nChanged 192
		SP:Iteration 14Q (95984.340000 sec): 3 clusters
  Score: Raw -1089482.373431 + Penalty 2990.323979 = -1086492.049452
  nChanged 192
		SP:Iteration 15Q (95984.550000 sec): 3 clusters
  Score: Raw -1089576.933230 + Penalty 2990.323979 = -1086586.609251
  nChanged 150
		SP:Iteration 16Q (95984.770000 sec): 3 clusters
  Score: Raw -1089671.540471 + Penalty 2990.323979 = -1086681.216492
  nChanged 154
		SP:Iteration 17Q (95984.950000 sec): 3 clusters
  Score: Raw -1089761.898824 + Penalty 2990.323979 = -1086771.574846
  nChanged 148
		SP:Iteration 18Q (95985.180000 sec): 3 clusters
  Score: Raw -1089838.668606 + Penalty 2990.323979 = -1086848.344627
  nChanged 126
		SP:Iteration 19Q (95985.420000 sec): 3 clusters
  Score: Raw -1089899.117028 + Penalty 2990.323979 = -1086908.793050
  nChanged 112
		SP:Iteration 20F (95985.590000 sec): 3 clusters
  Score: Raw -1089952.877029 + Penalty 2990.323979 = -1086962.553050
  nChanged 104
		SP:Iteration 21Q (95985.780000 sec): 3 clusters
  Score: Raw -1089998.406660 + Penalty 2990.323979 = -1087008.082681
  nChanged 79
		SP:Iteration 22Q (95986.010000 sec): 3 clusters
  Score: Raw -1090033.950197 + Penalty 2990.323979 = -1087043.626219
  nChanged 76
		SP:Iteration 23Q (95986.220000 sec): 3 clusters
  Score: Raw -1090069.512663 + Penalty 2990.323979 = -1087079.188684
  nChanged 67
		SP:Iteration 24Q (95986.410000 sec): 3 clusters
  Score: Raw -1090096.712153 + Penalty 2990.323979 = -1087106.388174
  nChanged 58
		SP:Iteration 25Q (95986.620000 sec): 3 clusters
  Score: Raw -1090121.746348 + Penalty 2990.323979 = -1087131.422369
  nChanged 47
		SP:Iteration 26Q (95986.840000 sec): 3 clusters
  Score: Raw -1090140.527406 + Penalty 2990.323979 = -1087150.203427
  nChanged 42
		SP:Iteration 27Q (95987.070000 sec): 3 clusters
  Score: Raw -1090156.455264 + Penalty 2990.323979 = -1087166.131286
  nChanged 30
		SP:Iteration 28Q (95987.260000 sec): 3 clusters
  Score: Raw -1090169.693346 + Penalty 2990.323979 = -1087179.369368
  nChanged 36
		SP:Iteration 29Q (95987.450000 sec): 3 clusters
  Score: Raw -1090184.169615 + Penalty 2990.323979 = -1087193.845637
  nChanged 26
		SP:Iteration 30Q (95987.680000 sec): 3 clusters
  Score: Raw -1090193.072131 + Penalty 2990.323979 = -1087202.748153
  nChanged 23
		SP:Iteration 31Q (95987.800000 sec): 3 clusters
  Score: Raw -1090201.130426 + Penalty 2990.323979 = -1087210.806448
  nChanged 15
		SP:Iteration 32Q (95988.010000 sec): 3 clusters
  Score: Raw -1090205.886543 + Penalty 2990.323979 = -1087215.562564
  nChanged 14
		SP:Iteration 33Q (95988.130000 sec): 3 clusters
  Score: Raw -1090210.070976 + Penalty 2990.323979 = -1087219.746998
  nChanged 10
		SP:Iteration 34Q (95988.330000 sec): 3 clusters
  Score: Raw -1090214.325861 + Penalty 2990.323979 = -1087224.001883
  nChanged 13
		SP:Iteration 35Q (95988.550000 sec): 3 clusters
  Score: Raw -1090219.129915 + Penalty 2990.323979 = -1087228.805936
  nChanged 10
		SP:Iteration 36Q (95988.790000 sec): 3 clusters
  Score: Raw -1090222.015067 + Penalty 2990.323979 = -1087231.691089
  nChanged 7
		SP:Iteration 37Q (95988.990000 sec): 3 clusters
  Score: Raw -1090225.866351 + Penalty 2990.323979 = -1087235.542373
  nChanged 8
		SP:Iteration 38Q (95989.170000 sec): 3 clusters
  Score: Raw -1090228.996167 + Penalty 2990.323979 = -1087238.672188
  nChanged 8
		SP:Iteration 39Q (95989.400000 sec): 3 clusters
  Score: Raw -1090231.425607 + Penalty 2990.323979 = -1087241.101629
  nChanged 6
		SP:Iteration 40F (95989.630000 sec): 3 clusters
  Score: Raw -1090233.972962 + Penalty 2990.323979 = -1087243.648983
  nChanged 5
		SP:Iteration 41Q (95989.850000 sec): 3 clusters
  Score: Raw -1090238.208076 + Penalty 2990.323979 = -1087247.884097
  nChanged 9
		SP:Iteration 42Q (95990.030000 sec): 3 clusters
  Score: Raw -1090244.555209 + Penalty 2990.323979 = -1087254.231230
  nChanged 13
		SP:Iteration 43Q (95990.250000 sec): 3 clusters
  Score: Raw -1090250.027357 + Penalty 2990.323979 = -1087259.703379
  nChanged 16
		SP:Iteration 44Q (95990.470000 sec): 3 clusters
  Score: Raw -1090256.653937 + Penalty 2990.323979 = -1087266.329958
  nChanged 14
		SP:Iteration 45Q (95990.670000 sec): 3 clusters
  Score: Raw -1090261.375571 + Penalty 2990.323979 = -1087271.051592
  nChanged 11
		SP:Iteration 46Q (95990.890000 sec): 3 clusters
  Score: Raw -1090264.478750 + Penalty 2990.323979 = -1087274.154771
  nChanged 8
		SP:Iteration 47Q (95991.080000 sec): 3 clusters
  Score: Raw -1090267.026016 + Penalty 2990.323979 = -1087276.702037
  nChanged 9
		SP:Iteration 48Q (95991.340000 sec): 3 clusters
  Score: Raw -1090271.109471 + Penalty 2990.323979 = -1087280.785493
  nChanged 9
		SP:Iteration 49Q (95991.500000 sec): 3 clusters
  Score: Raw -1090273.741398 + Penalty 2990.323979 = -1087283.417419
  nChanged 7
		SP:Iteration 50Q (95991.680000 sec): 3 clusters
  Score: Raw -1090275.356772 + Penalty 2990.323979 = -1087285.032794
  nChanged 4
		SP:Iteration 51Q (95991.890000 sec): 3 clusters
  Score: Raw -1090276.552712 + Penalty 2990.323979 = -1087286.228733
  nChanged 5
		SP:Iteration 52Q (95992.100000 sec): 3 clusters
  Score: Raw -1090277.658467 + Penalty 2990.323979 = -1087287.334488
  nChanged 2
		SP:Iteration 53Q (95992.320000 sec): 3 clusters
  Score: Raw -1090278.090260 + Penalty 2990.323979 = -1087287.766281
  nChanged 2
		SP:Iteration 54Q (95992.450000 sec): 3 clusters
  Score: Raw -1090278.801885 + Penalty 2990.323979 = -1087288.477907
  nChanged 2
		SP:Iteration 55Q (95992.650000 sec): 3 clusters
  Score: Raw -1090279.018959 + Penalty 2990.323979 = -1087288.694981
  nChanged 0
		SP:Iteration 56F (95992.900000 sec): 3 clusters
  Score: Raw -1090279.018959 + Penalty 2990.323979 = -1087288.694981
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95992.990000 sec): 2 clusters
  Score: Raw -48845.705397 + Penalty 977.625538 = -47868.079858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95993.170000 sec): 3 clusters
  Score: Raw -48820.724281 + Penalty 1955.251077 = -46865.473204
  nChanged 77
		SP:Iteration 1F (95993.340000 sec): 3 clusters
  Score: Raw -48955.679982 + Penalty 1955.251077 = -47000.428905
  nChanged 20
		SP:Iteration 2Q (95993.540000 sec): 3 clusters
  Score: Raw -48998.652051 + Penalty 1955.251077 = -47043.400975
  nChanged 9
		SP:Iteration 3Q (95993.650000 sec): 3 clusters
  Score: Raw -49017.555062 + Penalty 1955.251077 = -47062.303985
  nChanged 2
		SP:Iteration 4Q (95993.830000 sec): 3 clusters
  Score: Raw -49021.718650 + Penalty 1955.251077 = -47066.467573
  nChanged 2
		SP:Iteration 5Q (95994.000000 sec): 3 clusters
  Score: Raw -49023.285130 + Penalty 1955.251077 = -47068.034053
  nChanged 2
		SP:Iteration 6Q (95994.140000 sec): 3 clusters
  Score: Raw -49027.466679 + Penalty 1955.251077 = -47072.215603
  nChanged 1
		SP:Iteration 7Q (95994.320000 sec): 3 clusters
  Score: Raw -49031.026495 + Penalty 1955.251077 = -47075.775418
  nChanged 3
		SP:Iteration 8Q (95994.460000 sec): 3 clusters
  Score: Raw -49035.750599 + Penalty 1955.251077 = -47080.499522
  nChanged 2
		SP:Iteration 9Q (95994.610000 sec): 3 clusters
  Score: Raw -49038.717141 + Penalty 1955.251077 = -47083.466064
  nChanged 1
		SP:Iteration 10Q (95994.780000 sec): 3 clusters
  Score: Raw -49040.019062 + Penalty 1955.251077 = -47084.767985
  nChanged 1
		SP:Iteration 11Q (95994.950000 sec): 3 clusters
  Score: Raw -49040.883687 + Penalty 1955.251077 = -47085.632610
  nChanged 1
		SP:Iteration 12Q (95995.090000 sec): 3 clusters
  Score: Raw -49041.808336 + Penalty 1955.251077 = -47086.557259
  nChanged 0
		SP:Iteration 13F (95995.250000 sec): 3 clusters
  Score: Raw -49041.808336 + Penalty 1955.251077 = -47086.557259
  nChanged 0
Iteration 459Q (96122.980000 sec): 62 clusters
  Score: Raw -169122342.814235 + Penalty 141307.498031 = -168981035.316204
  nChanged 626
Iteration 460F (96341.420000 sec): 62 clusters
  Score: Raw -169122374.411530 + Penalty 141307.498031 = -168981066.913499
  nChanged 617
Iteration 461Q (96486.450000 sec): 62 clusters
  Score: Raw -169122404.366570 + Penalty 141307.498031 = -168981096.868539
  nChanged 631
Iteration 462Q (96634.390000 sec): 62 clusters
  Score: Raw -169122431.789069 + Penalty 141307.498031 = -168981124.291038
  nChanged 628
Iteration 463Q (96749.760000 sec): 62 clusters
  Score: Raw -169122455.845404 + Penalty 141307.498031 = -168981148.347373
  nChanged 623
Iteration 464Q (96868.870000 sec): 62 clusters
  Score: Raw -169122477.151579 + Penalty 141307.498031 = -168981169.653548
  nChanged 583
Iteration 465Q (96966.500000 sec): 62 clusters
  Score: Raw -169122499.298537 + Penalty 141307.498031 = -168981191.800506
  nChanged 569
Iteration 466Q (97084.080000 sec): 62 clusters
  Score: Raw -169122522.353964 + Penalty 141307.498031 = -168981214.855933
  nChanged 576
Iteration 467Q (97196.130000 sec): 62 clusters
  Score: Raw -169122545.398388 + Penalty 141307.498031 = -168981237.900356
  nChanged 582
Iteration 468Q (97317.900000 sec): 62 clusters
  Score: Raw -169122568.123120 + Penalty 141307.498031 = -168981260.625089
  nChanged 578
Iteration 469Q (97434.660000 sec): 62 clusters
  Score: Raw -169122590.835294 + Penalty 141307.498031 = -168981283.337263
  nChanged 576
Iteration 470Q (97541.960000 sec): 62 clusters
  Score: Raw -169122612.579116 + Penalty 141307.498031 = -168981305.081085
  nChanged 543
Iteration 471Q (97656.230000 sec): 62 clusters
  Score: Raw -169122632.108113 + Penalty 141307.498031 = -168981324.610082
  nChanged 546
Iteration 472Q (97782.170000 sec): 62 clusters
  Score: Raw -169122650.498875 + Penalty 141307.498031 = -168981343.000843
  nChanged 531
Iteration 473Q (97908.020000 sec): 62 clusters
  Score: Raw -169122666.067035 + Penalty 141307.498031 = -168981358.569004
  nChanged 465
Iteration 474Q (98027.050000 sec): 62 clusters
  Score: Raw -169122680.033301 + Penalty 141307.498031 = -168981372.535270
  nChanged 448
Iteration 475Q (98140.910000 sec): 62 clusters
  Score: Raw -169122692.488967 + Penalty 141307.498031 = -168981384.990936
  nChanged 448
Iteration 476Q (98263.300000 sec): 62 clusters
  Score: Raw -169122705.223268 + Penalty 141307.498031 = -168981397.725237
  nChanged 415
Iteration 477Q (98384.050000 sec): 62 clusters
  Score: Raw -169122716.749851 + Penalty 141307.498031 = -168981409.251819
  nChanged 431
Iteration 478Q (98506.530000 sec): 62 clusters
  Score: Raw -169122728.529749 + Penalty 141307.498031 = -168981421.031718
  nChanged 472
Iteration 479Q (98628.480000 sec): 62 clusters
  Score: Raw -169122740.954239 + Penalty 141307.498031 = -168981433.456208
  nChanged 441
Iteration 480F (98817.540000 sec): 62 clusters
  Score: Raw -169122752.883384 + Penalty 141307.498031 = -168981445.385352
  nChanged 413
Iteration 481Q (98937.630000 sec): 62 clusters
  Score: Raw -169122764.034510 + Penalty 141307.498031 = -168981456.536479
  nChanged 435
Iteration 482Q (99052.540000 sec): 62 clusters
  Score: Raw -169122776.083794 + Penalty 141307.498031 = -168981468.585763
  nChanged 390
Iteration 483Q (99171.350000 sec): 62 clusters
  Score: Raw -169122787.144218 + Penalty 141307.498031 = -168981479.646187
  nChanged 365
Iteration 484Q (99291.670000 sec): 62 clusters
  Score: Raw -169122797.618316 + Penalty 141307.498031 = -168981490.120284
  nChanged 353
Iteration 485Q (99409.260000 sec): 62 clusters
  Score: Raw -169122806.017594 + Penalty 141307.498031 = -168981498.519563
  nChanged 340
Iteration 486Q (99524.890000 sec): 62 clusters
  Score: Raw -169122815.499044 + Penalty 141307.498031 = -168981508.001013
  nChanged 346
Iteration 487Q (99630.970000 sec): 62 clusters
  Score: Raw -169122823.793423 + Penalty 141307.498031 = -168981516.295392
  nChanged 341
Iteration 488Q (99744.340000 sec): 62 clusters
  Score: Raw -169122832.482888 + Penalty 141307.498031 = -168981524.984857
  nChanged 315
Iteration 489Q (99867.530000 sec): 62 clusters
  Score: Raw -169122841.161579 + Penalty 141307.498031 = -168981533.663548
  nChanged 337
Iteration 490Q (99984.510000 sec): 62 clusters
  Score: Raw -169122850.302467 + Penalty 141307.498031 = -168981542.804436
  nChanged 360
Iteration 491Q (100099.130000 sec): 62 clusters
  Score: Raw -169122858.969243 + Penalty 141307.498031 = -168981551.471212
  nChanged 308
Iteration 492Q (100217.730000 sec): 62 clusters
  Score: Raw -169122866.662380 + Penalty 141307.498031 = -168981559.164349
  nChanged 308
Iteration 493Q (100326.410000 sec): 62 clusters
  Score: Raw -169122874.835889 + Penalty 141307.498031 = -168981567.337858
  nChanged 318
Iteration 494Q (100426.750000 sec): 62 clusters
  Score: Raw -169122883.308096 + Penalty 141307.498031 = -168981575.810064
  nChanged 340
Iteration 495Q (100543.830000 sec): 62 clusters
  Score: Raw -169122891.319157 + Penalty 141307.498031 = -168981583.821126
  nChanged 340
Iteration 496Q (100662.300000 sec): 62 clusters
  Score: Raw -169122898.922644 + Penalty 141307.498031 = -168981591.424613
  nChanged 314
Iteration 497Q (100780.250000 sec): 62 clusters
  Score: Raw -169122906.777599 + Penalty 141307.498031 = -168981599.279567
  nChanged 346
Iteration 498Q (100894.460000 sec): 62 clusters
  Score: Raw -169122915.345262 + Penalty 141307.498031 = -168981607.847231
  nChanged 334
Writing temp clu file 
Because OldScore, -168981599.279567, is greater than current (better) Score,-168981607.847231 
 Compute initial score before splitting:   Score: Raw -169122915.345262 + Penalty 141307.498031 = -168981607.847231
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (17788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100895.300000 sec): 2 clusters
  Score: Raw -2086422.375537 + Penalty 1590.270395 = -2084832.105142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100895.600000 sec): 3 clusters
  Score: Raw -2075881.130118 + Penalty 3180.540789 = -2072700.589328
  nChanged 7941
		SP:Iteration 1F (100895.870000 sec): 3 clusters
  Score: Raw -2080285.952946 + Penalty 3180.540789 = -2077105.412157
  nChanged 989
		SP:Iteration 2F (100896.270000 sec): 3 clusters
  Score: Raw -2080725.548410 + Penalty 3180.540789 = -2077545.007621
  nChanged 1017
		SP:Iteration 3F (100896.550000 sec): 3 clusters
  Score: Raw -2081271.562661 + Penalty 3180.540789 = -2078091.021871
  nChanged 1121
		SP:Iteration 4F (100896.860000 sec): 3 clusters
  Score: Raw -2082035.921612 + Penalty 3180.540789 = -2078855.380823
  nChanged 1258
		SP:Iteration 5F (100897.170000 sec): 3 clusters
  Score: Raw -2082976.095536 + Penalty 3180.540789 = -2079795.554747
  nChanged 1274
		SP:Iteration 6F (100897.420000 sec): 3 clusters
  Score: Raw -2083895.177433 + Penalty 3180.540789 = -2080714.636643
  nChanged 1121
		SP:Iteration 7F (100897.730000 sec): 3 clusters
  Score: Raw -2084603.856058 + Penalty 3180.540789 = -2081423.315269
  nChanged 878
		SP:Iteration 8Q (100898.050000 sec): 3 clusters
  Score: Raw -2085073.536119 + Penalty 3180.540789 = -2081892.995330
  nChanged 686
		SP:Iteration 9Q (100898.320000 sec): 3 clusters
  Score: Raw -2085383.136585 + Penalty 3180.540789 = -2082202.595795
  nChanged 542
		SP:Iteration 10Q (100898.650000 sec): 3 clusters
  Score: Raw -2085594.599024 + Penalty 3180.540789 = -2082414.058234
  nChanged 448
		SP:Iteration 11Q (100898.930000 sec): 3 clusters
  Score: Raw -2085743.486432 + Penalty 3180.540789 = -2082562.945642
  nChanged 363
		SP:Iteration 12Q (100899.300000 sec): 3 clusters
  Score: Raw -2085853.838581 + Penalty 3180.540789 = -2082673.297792
  nChanged 301
		SP:Iteration 13Q (100899.590000 sec): 3 clusters
  Score: Raw -2085928.992955 + Penalty 3180.540789 = -2082748.452166
  nChanged 242
		SP:Iteration 14Q (100899.910000 sec): 3 clusters
  Score: Raw -2085984.704252 + Penalty 3180.540789 = -2082804.163463
  nChanged 195
		SP:Iteration 15Q (100900.190000 sec): 3 clusters
  Score: Raw -2086026.902964 + Penalty 3180.540789 = -2082846.362175
  nChanged 184
		SP:Iteration 16Q (100900.480000 sec): 3 clusters
  Score: Raw -2086063.323776 + Penalty 3180.540789 = -2082882.782987
  nChanged 146
		SP:Iteration 17Q (100900.750000 sec): 3 clusters
  Score: Raw -2086086.304913 + Penalty 3180.540789 = -2082905.764124
  nChanged 123
		SP:Iteration 18Q (100901.010000 sec): 3 clusters
  Score: Raw -2086104.539215 + Penalty 3180.540789 = -2082923.998425
  nChanged 116
		SP:Iteration 19Q (100901.310000 sec): 3 clusters
  Score: Raw -2086118.708093 + Penalty 3180.540789 = -2082938.167304
  nChanged 80
		SP:Iteration 20F (100901.620000 sec): 3 clusters
  Score: Raw -2086127.894169 + Penalty 3180.540789 = -2082947.353380
  nChanged 65
		SP:Iteration 21Q (100901.860000 sec): 3 clusters
  Score: Raw -2086135.064768 + Penalty 3180.540789 = -2082954.523978
  nChanged 56
		SP:Iteration 22Q (100902.190000 sec): 3 clusters
  Score: Raw -2086140.352257 + Penalty 3180.540789 = -2082959.811467
  nChanged 41
		SP:Iteration 23Q (100902.530000 sec): 3 clusters
  Score: Raw -2086143.991808 + Penalty 3180.540789 = -2082963.451019
  nChanged 39
		SP:Iteration 24Q (100902.900000 sec): 3 clusters
  Score: Raw -2086147.633421 + Penalty 3180.540789 = -2082967.092632
  nChanged 33
		SP:Iteration 25Q (100903.240000 sec): 3 clusters
  Score: Raw -2086149.980937 + Penalty 3180.540789 = -2082969.440148
  nChanged 26
		SP:Iteration 26Q (100903.510000 sec): 3 clusters
  Score: Raw -2086152.321556 + Penalty 3180.540789 = -2082971.780767
  nChanged 24
		SP:Iteration 27Q (100903.830000 sec): 3 clusters
  Score: Raw -2086154.169180 + Penalty 3180.540789 = -2082973.628390
  nChanged 30
		SP:Iteration 28Q (100904.110000 sec): 3 clusters
  Score: Raw -2086156.558955 + Penalty 3180.540789 = -2082976.018166
  nChanged 21
		SP:Iteration 29Q (100904.380000 sec): 3 clusters
  Score: Raw -2086158.138869 + Penalty 3180.540789 = -2082977.598080
  nChanged 21
		SP:Iteration 30Q (100904.750000 sec): 3 clusters
  Score: Raw -2086159.867928 + Penalty 3180.540789 = -2082979.327139
  nChanged 24
		SP:Iteration 31Q (100905.040000 sec): 3 clusters
  Score: Raw -2086161.718609 + Penalty 3180.540789 = -2082981.177819
  nChanged 26
		SP:Iteration 32Q (100905.400000 sec): 3 clusters
  Score: Raw -2086163.840068 + Penalty 3180.540789 = -2082983.299279
  nChanged 27
		SP:Iteration 33Q (100905.680000 sec): 3 clusters
  Score: Raw -2086165.991299 + Penalty 3180.540789 = -2082985.450509
  nChanged 22
		SP:Iteration 34Q (100905.940000 sec): 3 clusters
  Score: Raw -2086167.930847 + Penalty 3180.540789 = -2082987.390058
  nChanged 23
		SP:Iteration 35Q (100906.220000 sec): 3 clusters
  Score: Raw -2086170.016208 + Penalty 3180.540789 = -2082989.475419
  nChanged 29
		SP:Iteration 36Q (100906.500000 sec): 3 clusters
  Score: Raw -2086172.192529 + Penalty 3180.540789 = -2082991.651739
  nChanged 20
		SP:Iteration 37Q (100906.800000 sec): 3 clusters
  Score: Raw -2086173.867939 + Penalty 3180.540789 = -2082993.327150
  nChanged 23
		SP:Iteration 38Q (100907.080000 sec): 3 clusters
  Score: Raw -2086175.591753 + Penalty 3180.540789 = -2082995.050964
  nChanged 17
		SP:Iteration 39Q (100907.380000 sec): 3 clusters
  Score: Raw -2086176.867709 + Penalty 3180.540789 = -2082996.326919
  nChanged 12
		SP:Iteration 40F (100907.650000 sec): 3 clusters
  Score: Raw -2086177.593881 + Penalty 3180.540789 = -2082997.053091
  nChanged 14
		SP:Iteration 41Q (100907.920000 sec): 3 clusters
  Score: Raw -2086178.479032 + Penalty 3180.540789 = -2082997.938243
  nChanged 8
		SP:Iteration 42Q (100908.230000 sec): 3 clusters
  Score: Raw -2086179.091100 + Penalty 3180.540789 = -2082998.550311
  nChanged 9
		SP:Iteration 43Q (100908.610000 sec): 3 clusters
  Score: Raw -2086179.685726 + Penalty 3180.540789 = -2082999.144937
  nChanged 6
		SP:Iteration 44Q (100908.880000 sec): 3 clusters
  Score: Raw -2086179.966584 + Penalty 3180.540789 = -2082999.425794
  nChanged 8
		SP:Iteration 45Q (100909.200000 sec): 3 clusters
  Score: Raw -2086180.546112 + Penalty 3180.540789 = -2083000.005323
  nChanged 7
		SP:Iteration 46Q (100909.500000 sec): 3 clusters
  Score: Raw -2086181.082031 + Penalty 3180.540789 = -2083000.541242
  nChanged 6
		SP:Iteration 47Q (100909.760000 sec): 3 clusters
  Score: Raw -2086181.529923 + Penalty 3180.540789 = -2083000.989133
  nChanged 7
		SP:Iteration 48Q (100910.160000 sec): 3 clusters
  Score: Raw -2086181.988041 + Penalty 3180.540789 = -2083001.447251
  nChanged 11
		SP:Iteration 49Q (100910.460000 sec): 3 clusters
  Score: Raw -2086182.632227 + Penalty 3180.540789 = -2083002.091438
  nChanged 8
		SP:Iteration 50Q (100910.760000 sec): 3 clusters
  Score: Raw -2086183.028570 + Penalty 3180.540789 = -2083002.487781
  nChanged 1
		SP:Iteration 51Q (100911.040000 sec): 3 clusters
  Score: Raw -2086183.051351 + Penalty 3180.540789 = -2083002.510562
  nChanged 1
		SP:Iteration 52Q (100911.440000 sec): 3 clusters
  Score: Raw -2086183.123485 + Penalty 3180.540789 = -2083002.582696
  nChanged 3
		SP:Iteration 53Q (100911.710000 sec): 3 clusters
  Score: Raw -2086183.330908 + Penalty 3180.540789 = -2083002.790119
  nChanged 2
		SP:Iteration 54Q (100912.020000 sec): 3 clusters
  Score: Raw -2086183.459858 + Penalty 3180.540789 = -2083002.919069
  nChanged 1
		SP:Iteration 55Q (100912.360000 sec): 3 clusters
  Score: Raw -2086183.469458 + Penalty 3180.540789 = -2083002.928669
  nChanged 1
		SP:Iteration 56Q (100912.640000 sec): 3 clusters
  Score: Raw -2086183.516867 + Penalty 3180.540789 = -2083002.976078
  nChanged 1
		SP:Iteration 57Q (100912.880000 sec): 3 clusters
  Score: Raw -2086183.574743 + Penalty 3180.540789 = -2083003.033954
  nChanged 1
		SP:Iteration 58Q (100913.220000 sec): 3 clusters
  Score: Raw -2086183.615647 + Penalty 3180.540789 = -2083003.074858
  nChanged 3
		SP:Iteration 59Q (100913.440000 sec): 3 clusters
  Score: Raw -2086183.736736 + Penalty 3180.540789 = -2083003.195946
  nChanged 2
		SP:Iteration 60F (100913.750000 sec): 3 clusters
  Score: Raw -2086183.831011 + Penalty 3180.540789 = -2083003.290221
  nChanged 3
		SP:Iteration 61Q (100913.980000 sec): 3 clusters
  Score: Raw -2086183.946133 + Penalty 3180.540789 = -2083003.405344
  nChanged 4
		SP:Iteration 62Q (100914.290000 sec): 3 clusters
  Score: Raw -2086184.057717 + Penalty 3180.540789 = -2083003.516928
  nChanged 1
		SP:Iteration 63Q (100914.600000 sec): 3 clusters
  Score: Raw -2086184.125043 + Penalty 3180.540789 = -2083003.584254
  nChanged 0
		SP:Iteration 64F (100914.900000 sec): 3 clusters
  Score: Raw -2086184.125043 + Penalty 3180.540789 = -2083003.584254
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100915.020000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100915.160000 sec): 3 clusters
  Score: Raw -33246.733141 + Penalty 1878.741643 = -31367.991499
  nChanged 66
		SP:Iteration 1F (100915.280000 sec): 3 clusters
  Score: Raw -33404.185724 + Penalty 1878.741643 = -31525.444081
  nChanged 19
		SP:Iteration 2F (100915.500000 sec): 3 clusters
  Score: Raw -33492.714915 + Penalty 1878.741643 = -31613.973273
  nChanged 21
		SP:Iteration 3F (100915.730000 sec): 3 clusters
  Score: Raw -33590.944802 + Penalty 1878.741643 = -31712.203160
  nChanged 11
		SP:Iteration 4Q (100915.930000 sec): 3 clusters
  Score: Raw -33637.982947 + Penalty 1878.741643 = -31759.241304
  nChanged 5
		SP:Iteration 5Q (100916.130000 sec): 3 clusters
  Score: Raw -33659.629239 + Penalty 1878.741643 = -31780.887596
  nChanged 2
		SP:Iteration 6Q (100916.280000 sec): 3 clusters
  Score: Raw -33666.097510 + Penalty 1878.741643 = -31787.355867
  nChanged 1
		SP:Iteration 7Q (100916.470000 sec): 3 clusters
  Score: Raw -33669.039021 + Penalty 1878.741643 = -31790.297379
  nChanged 0
		SP:Iteration 8F (100916.650000 sec): 3 clusters
  Score: Raw -33669.039021 + Penalty 1878.741643 = -31790.297379
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (13719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100916.790000 sec): 2 clusters
  Score: Raw -1560605.772495 + Penalty 1548.062265 = -1559057.710230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100917.050000 sec): 3 clusters
  Score: Raw -1552576.526140 + Penalty 3096.124529 = -1549480.401611
  nChanged 6053
		SP:Iteration 1F (100917.280000 sec): 3 clusters
  Score: Raw -1555920.620740 + Penalty 3096.124529 = -1552824.496211
  nChanged 773
		SP:Iteration 2F (100917.500000 sec): 3 clusters
  Score: Raw -1556244.125873 + Penalty 3096.124529 = -1553148.001344
  nChanged 673
		SP:Iteration 3Q (100917.780000 sec): 3 clusters
  Score: Raw -1556538.308637 + Penalty 3096.124529 = -1553442.184108
  nChanged 676
		SP:Iteration 4Q (100918.060000 sec): 3 clusters
  Score: Raw -1556889.779484 + Penalty 3096.124529 = -1553793.654955
  nChanged 690
		SP:Iteration 5F (100918.330000 sec): 3 clusters
  Score: Raw -1557315.743393 + Penalty 3096.124529 = -1554219.618864
  nChanged 686
		SP:Iteration 6F (100918.560000 sec): 3 clusters
  Score: Raw -1557744.347780 + Penalty 3096.124529 = -1554648.223251
  nChanged 677
		SP:Iteration 7Q (100918.840000 sec): 3 clusters
  Score: Raw -1558161.348859 + Penalty 3096.124529 = -1555065.224330
  nChanged 643
		SP:Iteration 8Q (100919.120000 sec): 3 clusters
  Score: Raw -1558586.770911 + Penalty 3096.124529 = -1555490.646382
  nChanged 614
		SP:Iteration 9Q (100919.350000 sec): 3 clusters
  Score: Raw -1559007.131516 + Penalty 3096.124529 = -1555911.006987
  nChanged 563
		SP:Iteration 10Q (100919.600000 sec): 3 clusters
  Score: Raw -1559360.389709 + Penalty 3096.124529 = -1556264.265180
  nChanged 443
		SP:Iteration 11Q (100919.880000 sec): 3 clusters
  Score: Raw -1559574.565650 + Penalty 3096.124529 = -1556478.441121
  nChanged 350
		SP:Iteration 12Q (100920.200000 sec): 3 clusters
  Score: Raw -1559747.203181 + Penalty 3096.124529 = -1556651.078652
  nChanged 303
		SP:Iteration 13Q (100920.430000 sec): 3 clusters
  Score: Raw -1559914.635322 + Penalty 3096.124529 = -1556818.510793
  nChanged 301
		SP:Iteration 14Q (100920.760000 sec): 3 clusters
  Score: Raw -1560070.385180 + Penalty 3096.124529 = -1556974.260651
  nChanged 278
		SP:Iteration 15Q (100921.040000 sec): 3 clusters
  Score: Raw -1560213.130205 + Penalty 3096.124529 = -1557117.005676
  nChanged 235
		SP:Iteration 16Q (100921.300000 sec): 3 clusters
  Score: Raw -1560345.930963 + Penalty 3096.124529 = -1557249.806434
  nChanged 205
		SP:Iteration 17Q (100921.620000 sec): 3 clusters
  Score: Raw -1560453.187116 + Penalty 3096.124529 = -1557357.062587
  nChanged 171
		SP:Iteration 18Q (100921.900000 sec): 3 clusters
  Score: Raw -1560541.469889 + Penalty 3096.124529 = -1557445.345360
  nChanged 145
		SP:Iteration 19Q (100922.180000 sec): 3 clusters
  Score: Raw -1560611.893380 + Penalty 3096.124529 = -1557515.768851
  nChanged 113
		SP:Iteration 20F (100922.440000 sec): 3 clusters
  Score: Raw -1560654.426999 + Penalty 3096.124529 = -1557558.302470
  nChanged 110
		SP:Iteration 21Q (100922.660000 sec): 3 clusters
  Score: Raw -1560693.566122 + Penalty 3096.124529 = -1557597.441593
  nChanged 103
		SP:Iteration 22Q (100922.950000 sec): 3 clusters
  Score: Raw -1560728.822053 + Penalty 3096.124529 = -1557632.697524
  nChanged 90
		SP:Iteration 23Q (100923.170000 sec): 3 clusters
  Score: Raw -1560761.194169 + Penalty 3096.124529 = -1557665.069640
  nChanged 85
		SP:Iteration 24Q (100923.440000 sec): 3 clusters
  Score: Raw -1560794.588210 + Penalty 3096.124529 = -1557698.463681
  nChanged 84
		SP:Iteration 25Q (100923.640000 sec): 3 clusters
  Score: Raw -1560827.614991 + Penalty 3096.124529 = -1557731.490462
  nChanged 78
		SP:Iteration 26Q (100923.910000 sec): 3 clusters
  Score: Raw -1560859.885164 + Penalty 3096.124529 = -1557763.760635
  nChanged 64
		SP:Iteration 27Q (100924.250000 sec): 3 clusters
  Score: Raw -1560882.953153 + Penalty 3096.124529 = -1557786.828624
  nChanged 42
		SP:Iteration 28Q (100924.520000 sec): 3 clusters
  Score: Raw -1560895.134483 + Penalty 3096.124529 = -1557799.009954
  nChanged 38
		SP:Iteration 29Q (100924.750000 sec): 3 clusters
  Score: Raw -1560905.745044 + Penalty 3096.124529 = -1557809.620515
  nChanged 33
		SP:Iteration 30Q (100925.020000 sec): 3 clusters
  Score: Raw -1560912.312402 + Penalty 3096.124529 = -1557816.187873
  nChanged 26
		SP:Iteration 31Q (100925.300000 sec): 3 clusters
  Score: Raw -1560918.193288 + Penalty 3096.124529 = -1557822.068759
  nChanged 27
		SP:Iteration 32Q (100925.620000 sec): 3 clusters
  Score: Raw -1560925.205068 + Penalty 3096.124529 = -1557829.080539
  nChanged 23
		SP:Iteration 33Q (100925.880000 sec): 3 clusters
  Score: Raw -1560933.231285 + Penalty 3096.124529 = -1557837.106755
  nChanged 22
		SP:Iteration 34Q (100926.140000 sec): 3 clusters
  Score: Raw -1560937.801151 + Penalty 3096.124529 = -1557841.676622
  nChanged 15
		SP:Iteration 35Q (100926.360000 sec): 3 clusters
  Score: Raw -1560940.712393 + Penalty 3096.124529 = -1557844.587864
  nChanged 15
		SP:Iteration 36Q (100926.640000 sec): 3 clusters
  Score: Raw -1560944.576284 + Penalty 3096.124529 = -1557848.451755
  nChanged 12
		SP:Iteration 37Q (100926.900000 sec): 3 clusters
  Score: Raw -1560946.791179 + Penalty 3096.124529 = -1557850.666650
  nChanged 14
		SP:Iteration 38Q (100927.170000 sec): 3 clusters
  Score: Raw -1560949.751109 + Penalty 3096.124529 = -1557853.626580
  nChanged 12
		SP:Iteration 39Q (100927.460000 sec): 3 clusters
  Score: Raw -1560952.030528 + Penalty 3096.124529 = -1557855.905998
  nChanged 10
		SP:Iteration 40F (100927.700000 sec): 3 clusters
  Score: Raw -1560954.039359 + Penalty 3096.124529 = -1557857.914830
  nChanged 6
		SP:Iteration 41Q (100928.030000 sec): 3 clusters
  Score: Raw -1560954.852516 + Penalty 3096.124529 = -1557858.727987
  nChanged 6
		SP:Iteration 42Q (100928.210000 sec): 3 clusters
  Score: Raw -1560956.253412 + Penalty 3096.124529 = -1557860.128883
  nChanged 6
		SP:Iteration 43Q (100928.500000 sec): 3 clusters
  Score: Raw -1560957.279183 + Penalty 3096.124529 = -1557861.154654
  nChanged 3
		SP:Iteration 44Q (100928.700000 sec): 3 clusters
  Score: Raw -1560957.808028 + Penalty 3096.124529 = -1557861.683499
  nChanged 4
		SP:Iteration 45Q (100928.980000 sec): 3 clusters
  Score: Raw -1560959.193151 + Penalty 3096.124529 = -1557863.068622
  nChanged 8
		SP:Iteration 46Q (100929.180000 sec): 3 clusters
  Score: Raw -1560961.924418 + Penalty 3096.124529 = -1557865.799889
  nChanged 4
		SP:Iteration 47Q (100929.430000 sec): 3 clusters
  Score: Raw -1560962.407702 + Penalty 3096.124529 = -1557866.283173
  nChanged 0
		SP:Iteration 48F (100929.730000 sec): 3 clusters
  Score: Raw -1560962.407702 + Penalty 3096.124529 = -1557866.283173
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (17321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100929.850000 sec): 2 clusters
  Score: Raw -2123000.744089 + Penalty 1585.947174 = -2121414.796915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100930.130000 sec): 3 clusters
  Score: Raw -2112720.965765 + Penalty 3171.894348 = -2109549.071417
  nChanged 7750
		SP:Iteration 1F (100930.450000 sec): 3 clusters
  Score: Raw -2116942.060662 + Penalty 3171.894348 = -2113770.166314
  nChanged 893
		SP:Iteration 2F (100930.720000 sec): 3 clusters
  Score: Raw -2117301.134696 + Penalty 3171.894348 = -2114129.240348
  nChanged 789
		SP:Iteration 3Q (100930.970000 sec): 3 clusters
  Score: Raw -2117622.040868 + Penalty 3171.894348 = -2114450.146520
  nChanged 767
		SP:Iteration 4Q (100931.260000 sec): 3 clusters
  Score: Raw -2117940.334794 + Penalty 3171.894348 = -2114768.440446
  nChanged 710
		SP:Iteration 5Q (100931.550000 sec): 3 clusters
  Score: Raw -2118228.350984 + Penalty 3171.894348 = -2115056.456636
  nChanged 677
		SP:Iteration 6Q (100931.810000 sec): 3 clusters
  Score: Raw -2118500.105127 + Penalty 3171.894348 = -2115328.210779
  nChanged 672
		SP:Iteration 7Q (100932.070000 sec): 3 clusters
  Score: Raw -2118763.276358 + Penalty 3171.894348 = -2115591.382010
  nChanged 622
		SP:Iteration 8Q (100932.300000 sec): 3 clusters
  Score: Raw -2119045.450660 + Penalty 3171.894348 = -2115873.556312
  nChanged 697
		SP:Iteration 9Q (100932.550000 sec): 3 clusters
  Score: Raw -2119378.765655 + Penalty 3171.894348 = -2116206.871307
  nChanged 751
		SP:Iteration 10Q (100932.830000 sec): 3 clusters
  Score: Raw -2119780.930476 + Penalty 3171.894348 = -2116609.036128
  nChanged 747
		SP:Iteration 11Q (100933.240000 sec): 3 clusters
  Score: Raw -2120212.739745 + Penalty 3171.894348 = -2117040.845397
  nChanged 710
		SP:Iteration 12Q (100933.560000 sec): 3 clusters
  Score: Raw -2120604.619475 + Penalty 3171.894348 = -2117432.725127
  nChanged 661
		SP:Iteration 13Q (100933.970000 sec): 3 clusters
  Score: Raw -2120968.165893 + Penalty 3171.894348 = -2117796.271545
  nChanged 606
		SP:Iteration 14Q (100934.320000 sec): 3 clusters
  Score: Raw -2121259.177388 + Penalty 3171.894348 = -2118087.283040
  nChanged 467
		SP:Iteration 15Q (100934.580000 sec): 3 clusters
  Score: Raw -2121462.373980 + Penalty 3171.894348 = -2118290.479632
  nChanged 402
		SP:Iteration 16Q (100934.890000 sec): 3 clusters
  Score: Raw -2121653.958650 + Penalty 3171.894348 = -2118482.064302
  nChanged 372
		SP:Iteration 17Q (100935.230000 sec): 3 clusters
  Score: Raw -2121859.912396 + Penalty 3171.894348 = -2118688.018048
  nChanged 392
		SP:Iteration 18Q (100935.520000 sec): 3 clusters
  Score: Raw -2122088.658239 + Penalty 3171.894348 = -2118916.763891
  nChanged 370
		SP:Iteration 19Q (100935.820000 sec): 3 clusters
  Score: Raw -2122310.770884 + Penalty 3171.894348 = -2119138.876536
  nChanged 377
		SP:Iteration 20F (100936.130000 sec): 3 clusters
  Score: Raw -2122541.095075 + Penalty 3171.894348 = -2119369.200727
  nChanged 348
		SP:Iteration 21Q (100936.370000 sec): 3 clusters
  Score: Raw -2122798.053654 + Penalty 3171.894348 = -2119626.159306
  nChanged 335
		SP:Iteration 22Q (100936.660000 sec): 3 clusters
  Score: Raw -2123075.640523 + Penalty 3171.894348 = -2119903.746175
  nChanged 324
		SP:Iteration 23Q (100936.920000 sec): 3 clusters
  Score: Raw -2123305.495199 + Penalty 3171.894348 = -2120133.600850
  nChanged 248
		SP:Iteration 24Q (100937.180000 sec): 3 clusters
  Score: Raw -2123441.362962 + Penalty 3171.894348 = -2120269.468614
  nChanged 178
		SP:Iteration 25Q (100937.500000 sec): 3 clusters
  Score: Raw -2123513.937999 + Penalty 3171.894348 = -2120342.043651
  nChanged 125
		SP:Iteration 26Q (100937.800000 sec): 3 clusters
  Score: Raw -2123553.176455 + Penalty 3171.894348 = -2120381.282107
  nChanged 100
		SP:Iteration 27Q (100938.070000 sec): 3 clusters
  Score: Raw -2123576.347251 + Penalty 3171.894348 = -2120404.452903
  nChanged 64
		SP:Iteration 28Q (100938.370000 sec): 3 clusters
  Score: Raw -2123585.712655 + Penalty 3171.894348 = -2120413.818307
  nChanged 42
		SP:Iteration 29Q (100938.670000 sec): 3 clusters
  Score: Raw -2123591.921509 + Penalty 3171.894348 = -2120420.027161
  nChanged 26
		SP:Iteration 30Q (100938.940000 sec): 3 clusters
  Score: Raw -2123594.897703 + Penalty 3171.894348 = -2120423.003355
  nChanged 18
		SP:Iteration 31Q (100939.220000 sec): 3 clusters
  Score: Raw -2123597.499753 + Penalty 3171.894348 = -2120425.605405
  nChanged 16
		SP:Iteration 32Q (100939.570000 sec): 3 clusters
  Score: Raw -2123599.603973 + Penalty 3171.894348 = -2120427.709625
  nChanged 9
		SP:Iteration 33Q (100939.860000 sec): 3 clusters
  Score: Raw -2123600.495290 + Penalty 3171.894348 = -2120428.600942
  nChanged 7
		SP:Iteration 34Q (100940.130000 sec): 3 clusters
  Score: Raw -2123601.063124 + Penalty 3171.894348 = -2120429.168776
  nChanged 5
		SP:Iteration 35Q (100940.520000 sec): 3 clusters
  Score: Raw -2123601.324505 + Penalty 3171.894348 = -2120429.430157
  nChanged 2
		SP:Iteration 36Q (100940.760000 sec): 3 clusters
  Score: Raw -2123601.436822 + Penalty 3171.894348 = -2120429.542474
  nChanged 2
		SP:Iteration 37Q (100941.040000 sec): 3 clusters
  Score: Raw -2123601.578150 + Penalty 3171.894348 = -2120429.683802
  nChanged 1
		SP:Iteration 38Q (100941.360000 sec): 3 clusters
  Score: Raw -2123601.650815 + Penalty 3171.894348 = -2120429.756467
  nChanged 2
		SP:Iteration 39Q (100941.610000 sec): 3 clusters
  Score: Raw -2123601.796248 + Penalty 3171.894348 = -2120429.901900
  nChanged 1
		SP:Iteration 40F (100941.900000 sec): 3 clusters
  Score: Raw -2123601.991369 + Penalty 3171.894348 = -2120430.097021
  nChanged 3
		SP:Iteration 41Q (100942.210000 sec): 3 clusters
  Score: Raw -2123602.433900 + Penalty 3171.894348 = -2120430.539551
  nChanged 6
		SP:Iteration 42Q (100942.550000 sec): 3 clusters
  Score: Raw -2123602.892501 + Penalty 3171.894348 = -2120430.998153
  nChanged 4
		SP:Iteration 43Q (100942.860000 sec): 3 clusters
  Score: Raw -2123603.167170 + Penalty 3171.894348 = -2120431.272822
  nChanged 1
		SP:Iteration 44Q (100943.150000 sec): 3 clusters
  Score: Raw -2123603.198422 + Penalty 3171.894348 = -2120431.304074
  nChanged 0
		SP:Iteration 45F (100943.400000 sec): 3 clusters
  Score: Raw -2123603.198422 + Penalty 3171.894348 = -2120431.304074
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (20468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100943.630000 sec): 2 clusters
  Score: Raw -2286717.213584 + Penalty 1613.075420 = -2285104.138164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100943.940000 sec): 3 clusters
  Score: Raw -2274420.959235 + Penalty 3226.150840 = -2271194.808395
  nChanged 9248
		SP:Iteration 1F (100944.310000 sec): 3 clusters
  Score: Raw -2279397.604611 + Penalty 3226.150840 = -2276171.453771
  nChanged 876
		SP:Iteration 2Q (100944.610000 sec): 3 clusters
  Score: Raw -2279651.639012 + Penalty 3226.150840 = -2276425.488172
  nChanged 819
		SP:Iteration 3Q (100944.910000 sec): 3 clusters
  Score: Raw -2279871.140875 + Penalty 3226.150840 = -2276644.990035
  nChanged 663
		SP:Iteration 4Q (100945.330000 sec): 3 clusters
  Score: Raw -2280036.266092 + Penalty 3226.150840 = -2276810.115252
  nChanged 614
		SP:Iteration 5Q (100945.660000 sec): 3 clusters
  Score: Raw -2280203.417913 + Penalty 3226.150840 = -2276977.267072
  nChanged 608
		SP:Iteration 6Q (100946.070000 sec): 3 clusters
  Score: Raw -2280366.485313 + Penalty 3226.150840 = -2277140.334472
  nChanged 594
		SP:Iteration 7Q (100946.390000 sec): 3 clusters
  Score: Raw -2280516.889991 + Penalty 3226.150840 = -2277290.739151
  nChanged 558
		SP:Iteration 8Q (100946.740000 sec): 3 clusters
  Score: Raw -2280668.911259 + Penalty 3226.150840 = -2277442.760419
  nChanged 562
		SP:Iteration 9Q (100947.090000 sec): 3 clusters
  Score: Raw -2280829.350660 + Penalty 3226.150840 = -2277603.199820
  nChanged 583
		SP:Iteration 10Q (100947.400000 sec): 3 clusters
  Score: Raw -2281021.527523 + Penalty 3226.150840 = -2277795.376683
  nChanged 621
		SP:Iteration 11Q (100947.760000 sec): 3 clusters
  Score: Raw -2281224.004205 + Penalty 3226.150840 = -2277997.853365
  nChanged 635
		SP:Iteration 12Q (100948.110000 sec): 3 clusters
  Score: Raw -2281445.275079 + Penalty 3226.150840 = -2278219.124239
  nChanged 682
		SP:Iteration 13Q (100948.460000 sec): 3 clusters
  Score: Raw -2281714.673743 + Penalty 3226.150840 = -2278488.522903
  nChanged 696
		SP:Iteration 14Q (100948.790000 sec): 3 clusters
  Score: Raw -2282038.391874 + Penalty 3226.150840 = -2278812.241033
  nChanged 790
		SP:Iteration 15Q (100949.140000 sec): 3 clusters
  Score: Raw -2282472.997188 + Penalty 3226.150840 = -2279246.846348
  nChanged 908
		SP:Iteration 16Q (100949.400000 sec): 3 clusters
  Score: Raw -2283080.738679 + Penalty 3226.150840 = -2279854.587839
  nChanged 934
		SP:Iteration 17Q (100949.740000 sec): 3 clusters
  Score: Raw -2283771.879630 + Penalty 3226.150840 = -2280545.728789
  nChanged 899
		SP:Iteration 18Q (100950.070000 sec): 3 clusters
  Score: Raw -2284434.305732 + Penalty 3226.150840 = -2281208.154892
  nChanged 835
		SP:Iteration 19Q (100950.380000 sec): 3 clusters
  Score: Raw -2284973.262102 + Penalty 3226.150840 = -2281747.111262
  nChanged 665
		SP:Iteration 20F (100950.780000 sec): 3 clusters
  Score: Raw -2285305.753634 + Penalty 3226.150840 = -2282079.602793
  nChanged 489
		SP:Iteration 21Q (100951.130000 sec): 3 clusters
  Score: Raw -2285531.091939 + Penalty 3226.150840 = -2282304.941099
  nChanged 429
		SP:Iteration 22Q (100951.470000 sec): 3 clusters
  Score: Raw -2285721.828971 + Penalty 3226.150840 = -2282495.678131
  nChanged 342
		SP:Iteration 23Q (100951.790000 sec): 3 clusters
  Score: Raw -2285867.237902 + Penalty 3226.150840 = -2282641.087062
  nChanged 309
		SP:Iteration 24Q (100952.090000 sec): 3 clusters
  Score: Raw -2285993.614238 + Penalty 3226.150840 = -2282767.463398
  nChanged 262
		SP:Iteration 25Q (100952.400000 sec): 3 clusters
  Score: Raw -2286089.560533 + Penalty 3226.150840 = -2282863.409693
  nChanged 204
		SP:Iteration 26Q (100952.690000 sec): 3 clusters
  Score: Raw -2286158.408112 + Penalty 3226.150840 = -2282932.257272
  nChanged 175
		SP:Iteration 27Q (100953.020000 sec): 3 clusters
  Score: Raw -2286201.868278 + Penalty 3226.150840 = -2282975.717438
  nChanged 135
		SP:Iteration 28Q (100953.430000 sec): 3 clusters
  Score: Raw -2286233.455922 + Penalty 3226.150840 = -2283007.305082
  nChanged 124
		SP:Iteration 29Q (100953.680000 sec): 3 clusters
  Score: Raw -2286259.169059 + Penalty 3226.150840 = -2283033.018219
  nChanged 116
		SP:Iteration 30Q (100954.050000 sec): 3 clusters
  Score: Raw -2286282.058881 + Penalty 3226.150840 = -2283055.908040
  nChanged 99
		SP:Iteration 31Q (100954.370000 sec): 3 clusters
  Score: Raw -2286300.893189 + Penalty 3226.150840 = -2283074.742349
  nChanged 79
		SP:Iteration 32Q (100954.720000 sec): 3 clusters
  Score: Raw -2286313.772148 + Penalty 3226.150840 = -2283087.621308
  nChanged 62
		SP:Iteration 33Q (100955.100000 sec): 3 clusters
  Score: Raw -2286321.986977 + Penalty 3226.150840 = -2283095.836137
  nChanged 60
		SP:Iteration 34Q (100955.420000 sec): 3 clusters
  Score: Raw -2286330.653419 + Penalty 3226.150840 = -2283104.502579
  nChanged 58
		SP:Iteration 35Q (100955.720000 sec): 3 clusters
  Score: Raw -2286340.198211 + Penalty 3226.150840 = -2283114.047371
  nChanged 58
		SP:Iteration 36Q (100956.030000 sec): 3 clusters
  Score: Raw -2286350.550221 + Penalty 3226.150840 = -2283124.399381
  nChanged 44
		SP:Iteration 37Q (100956.390000 sec): 3 clusters
  Score: Raw -2286356.629006 + Penalty 3226.150840 = -2283130.478166
  nChanged 49
		SP:Iteration 38Q (100956.730000 sec): 3 clusters
  Score: Raw -2286363.411643 + Penalty 3226.150840 = -2283137.260803
  nChanged 50
		SP:Iteration 39Q (100957.030000 sec): 3 clusters
  Score: Raw -2286371.535383 + Penalty 3226.150840 = -2283145.384543
  nChanged 68
		SP:Iteration 40F (100957.350000 sec): 3 clusters
  Score: Raw -2286384.781152 + Penalty 3226.150840 = -2283158.630312
  nChanged 70
		SP:Iteration 41Q (100957.680000 sec): 3 clusters
  Score: Raw -2286397.944987 + Penalty 3226.150840 = -2283171.794147
  nChanged 65
		SP:Iteration 42Q (100958.020000 sec): 3 clusters
  Score: Raw -2286409.424211 + Penalty 3226.150840 = -2283183.273371
  nChanged 60
		SP:Iteration 43Q (100958.330000 sec): 3 clusters
  Score: Raw -2286419.352030 + Penalty 3226.150840 = -2283193.201190
  nChanged 48
		SP:Iteration 44Q (100958.660000 sec): 3 clusters
  Score: Raw -2286426.911391 + Penalty 3226.150840 = -2283200.760551
  nChanged 47
		SP:Iteration 45Q (100958.980000 sec): 3 clusters
  Score: Raw -2286432.805945 + Penalty 3226.150840 = -2283206.655105
  nChanged 37
		SP:Iteration 46Q (100959.270000 sec): 3 clusters
  Score: Raw -2286437.272352 + Penalty 3226.150840 = -2283211.121512
  nChanged 36
		SP:Iteration 47Q (100959.630000 sec): 3 clusters
  Score: Raw -2286441.114476 + Penalty 3226.150840 = -2283214.963636
  nChanged 32
		SP:Iteration 48Q (100959.950000 sec): 3 clusters
  Score: Raw -2286444.883448 + Penalty 3226.150840 = -2283218.732608
  nChanged 41
		SP:Iteration 49Q (100960.240000 sec): 3 clusters
  Score: Raw -2286450.014839 + Penalty 3226.150840 = -2283223.863999
  nChanged 37
		SP:Iteration 50Q (100960.570000 sec): 3 clusters
  Score: Raw -2286454.931166 + Penalty 3226.150840 = -2283228.780325
  nChanged 29
		SP:Iteration 51Q (100960.890000 sec): 3 clusters
  Score: Raw -2286459.348424 + Penalty 3226.150840 = -2283233.197583
  nChanged 36
		SP:Iteration 52Q (100961.180000 sec): 3 clusters
  Score: Raw -2286464.350989 + Penalty 3226.150840 = -2283238.200149
  nChanged 37
		SP:Iteration 53Q (100961.520000 sec): 3 clusters
  Score: Raw -2286468.916917 + Penalty 3226.150840 = -2283242.766077
  nChanged 34
		SP:Iteration 54Q (100961.740000 sec): 3 clusters
  Score: Raw -2286473.018166 + Penalty 3226.150840 = -2283246.867326
  nChanged 32
		SP:Iteration 55Q (100961.950000 sec): 3 clusters
  Score: Raw -2286477.283580 + Penalty 3226.150840 = -2283251.132740
  nChanged 29
		SP:Iteration 56Q (100962.230000 sec): 3 clusters
  Score: Raw -2286480.971591 + Penalty 3226.150840 = -2283254.820751
  nChanged 35
		SP:Iteration 57Q (100962.570000 sec): 3 clusters
  Score: Raw -2286486.084360 + Penalty 3226.150840 = -2283259.933520
  nChanged 28
		SP:Iteration 58Q (100962.810000 sec): 3 clusters
  Score: Raw -2286490.165361 + Penalty 3226.150840 = -2283264.014521
  nChanged 28
		SP:Iteration 59Q (100963.120000 sec): 3 clusters
  Score: Raw -2286494.243648 + Penalty 3226.150840 = -2283268.092808
  nChanged 35
		SP:Iteration 60F (100963.450000 sec): 3 clusters
  Score: Raw -2286499.814014 + Penalty 3226.150840 = -2283273.663173
  nChanged 51
		SP:Iteration 61Q (100963.720000 sec): 3 clusters
  Score: Raw -2286507.371300 + Penalty 3226.150840 = -2283281.220460
  nChanged 48
		SP:Iteration 62Q (100964.020000 sec): 3 clusters
  Score: Raw -2286514.139550 + Penalty 3226.150840 = -2283287.988710
  nChanged 38
		SP:Iteration 63Q (100964.270000 sec): 3 clusters
  Score: Raw -2286520.085513 + Penalty 3226.150840 = -2283293.934672
  nChanged 44
		SP:Iteration 64Q (100964.500000 sec): 3 clusters
  Score: Raw -2286526.098701 + Penalty 3226.150840 = -2283299.947860
  nChanged 29
		SP:Iteration 65Q (100964.790000 sec): 3 clusters
  Score: Raw -2286530.016371 + Penalty 3226.150840 = -2283303.865531
  nChanged 33
		SP:Iteration 66Q (100965.070000 sec): 3 clusters
  Score: Raw -2286535.616157 + Penalty 3226.150840 = -2283309.465317
  nChanged 32
		SP:Iteration 67Q (100965.350000 sec): 3 clusters
  Score: Raw -2286541.322186 + Penalty 3226.150840 = -2283315.171346
  nChanged 31
		SP:Iteration 68Q (100965.650000 sec): 3 clusters
  Score: Raw -2286546.864570 + Penalty 3226.150840 = -2283320.713729
  nChanged 37
		SP:Iteration 69Q (100965.940000 sec): 3 clusters
  Score: Raw -2286553.738943 + Penalty 3226.150840 = -2283327.588103
  nChanged 38
		SP:Iteration 70Q (100966.240000 sec): 3 clusters
  Score: Raw -2286561.079508 + Penalty 3226.150840 = -2283334.928668
  nChanged 33
		SP:Iteration 71Q (100966.520000 sec): 3 clusters
  Score: Raw -2286566.769996 + Penalty 3226.150840 = -2283340.619156
  nChanged 30
		SP:Iteration 72Q (100966.820000 sec): 3 clusters
  Score: Raw -2286571.771994 + Penalty 3226.150840 = -2283345.621154
  nChanged 25
		SP:Iteration 73Q (100967.130000 sec): 3 clusters
  Score: Raw -2286575.811618 + Penalty 3226.150840 = -2283349.660778
  nChanged 30
		SP:Iteration 74Q (100967.480000 sec): 3 clusters
  Score: Raw -2286580.147210 + Penalty 3226.150840 = -2283353.996370
  nChanged 38
		SP:Iteration 75Q (100967.790000 sec): 3 clusters
  Score: Raw -2286585.871033 + Penalty 3226.150840 = -2283359.720193
  nChanged 34
		SP:Iteration 76Q (100968.140000 sec): 3 clusters
  Score: Raw -2286591.936574 + Penalty 3226.150840 = -2283365.785734
  nChanged 32
		SP:Iteration 77Q (100968.400000 sec): 3 clusters
  Score: Raw -2286596.692883 + Penalty 3226.150840 = -2283370.542043
  nChanged 30
		SP:Iteration 78Q (100968.680000 sec): 3 clusters
  Score: Raw -2286600.882860 + Penalty 3226.150840 = -2283374.732019
  nChanged 37
		SP:Iteration 79Q (100968.990000 sec): 3 clusters
  Score: Raw -2286607.389697 + Penalty 3226.150840 = -2283381.238857
  nChanged 36
		SP:Iteration 80F (100969.260000 sec): 3 clusters
  Score: Raw -2286612.353163 + Penalty 3226.150840 = -2283386.202322
  nChanged 30
		SP:Iteration 81Q (100969.600000 sec): 3 clusters
  Score: Raw -2286616.402083 + Penalty 3226.150840 = -2283390.251243
  nChanged 26
		SP:Iteration 82Q (100969.900000 sec): 3 clusters
  Score: Raw -2286619.481918 + Penalty 3226.150840 = -2283393.331077
  nChanged 20
		SP:Iteration 83Q (100970.130000 sec): 3 clusters
  Score: Raw -2286621.828727 + Penalty 3226.150840 = -2283395.677887
  nChanged 18
		SP:Iteration 84Q (100970.410000 sec): 3 clusters
  Score: Raw -2286624.622281 + Penalty 3226.150840 = -2283398.471441
  nChanged 20
		SP:Iteration 85Q (100970.720000 sec): 3 clusters
  Score: Raw -2286627.097905 + Penalty 3226.150840 = -2283400.947064
  nChanged 22
		SP:Iteration 86Q (100971.010000 sec): 3 clusters
  Score: Raw -2286629.872158 + Penalty 3226.150840 = -2283403.721318
  nChanged 24
		SP:Iteration 87Q (100971.320000 sec): 3 clusters
  Score: Raw -2286633.385260 + Penalty 3226.150840 = -2283407.234420
  nChanged 25
		SP:Iteration 88Q (100971.630000 sec): 3 clusters
  Score: Raw -2286636.394705 + Penalty 3226.150840 = -2283410.243865
  nChanged 17
		SP:Iteration 89Q (100971.950000 sec): 3 clusters
  Score: Raw -2286638.740123 + Penalty 3226.150840 = -2283412.589282
  nChanged 17
		SP:Iteration 90Q (100972.240000 sec): 3 clusters
  Score: Raw -2286640.938810 + Penalty 3226.150840 = -2283414.787970
  nChanged 18
		SP:Iteration 91Q (100972.570000 sec): 3 clusters
  Score: Raw -2286643.370421 + Penalty 3226.150840 = -2283417.219581
  nChanged 18
		SP:Iteration 92Q (100972.860000 sec): 3 clusters
  Score: Raw -2286645.590967 + Penalty 3226.150840 = -2283419.440127
  nChanged 18
		SP:Iteration 93Q (100973.230000 sec): 3 clusters
  Score: Raw -2286647.920438 + Penalty 3226.150840 = -2283421.769598
  nChanged 16
		SP:Iteration 94Q (100973.520000 sec): 3 clusters
  Score: Raw -2286649.643311 + Penalty 3226.150840 = -2283423.492470
  nChanged 20
		SP:Iteration 95Q (100973.830000 sec): 3 clusters
  Score: Raw -2286652.185225 + Penalty 3226.150840 = -2283426.034384
  nChanged 23
		SP:Iteration 96Q (100974.160000 sec): 3 clusters
  Score: Raw -2286656.170435 + Penalty 3226.150840 = -2283430.019595
  nChanged 23
		SP:Iteration 97Q (100974.490000 sec): 3 clusters
  Score: Raw -2286659.495922 + Penalty 3226.150840 = -2283433.345082
  nChanged 21
		SP:Iteration 98Q (100974.830000 sec): 3 clusters
  Score: Raw -2286662.711527 + Penalty 3226.150840 = -2283436.560687
  nChanged 17
		SP:Iteration 99Q (100975.170000 sec): 3 clusters
  Score: Raw -2286664.747084 + Penalty 3226.150840 = -2283438.596244
  nChanged 14
		SP:Iteration 100F (100975.530000 sec): 3 clusters
  Score: Raw -2286666.264874 + Penalty 3226.150840 = -2283440.114034
  nChanged 17
		SP:Iteration 101Q (100975.820000 sec): 3 clusters
  Score: Raw -2286668.531415 + Penalty 3226.150840 = -2283442.380574
  nChanged 15
		SP:Iteration 102Q (100976.190000 sec): 3 clusters
  Score: Raw -2286670.937029 + Penalty 3226.150840 = -2283444.786189
  nChanged 17
		SP:Iteration 103Q (100976.540000 sec): 3 clusters
  Score: Raw -2286672.290550 + Penalty 3226.150840 = -2283446.139709
  nChanged 9
		SP:Iteration 104Q (100976.910000 sec): 3 clusters
  Score: Raw -2286673.511589 + Penalty 3226.150840 = -2283447.360749
  nChanged 11
		SP:Iteration 105Q (100977.200000 sec): 3 clusters
  Score: Raw -2286675.175869 + Penalty 3226.150840 = -2283449.025029
  nChanged 14
		SP:Iteration 106Q (100977.560000 sec): 3 clusters
  Score: Raw -2286677.380256 + Penalty 3226.150840 = -2283451.229416
  nChanged 16
		SP:Iteration 107Q (100977.840000 sec): 3 clusters
  Score: Raw -2286680.555359 + Penalty 3226.150840 = -2283454.404518
  nChanged 20
		SP:Iteration 108Q (100978.110000 sec): 3 clusters
  Score: Raw -2286683.843014 + Penalty 3226.150840 = -2283457.692174
  nChanged 25
		SP:Iteration 109Q (100978.430000 sec): 3 clusters
  Score: Raw -2286688.054314 + Penalty 3226.150840 = -2283461.903474
  nChanged 32
		SP:Iteration 110Q (100978.730000 sec): 3 clusters
  Score: Raw -2286693.235433 + Penalty 3226.150840 = -2283467.084593
  nChanged 27
		SP:Iteration 111Q (100979.010000 sec): 3 clusters
  Score: Raw -2286697.072180 + Penalty 3226.150840 = -2283470.921340
  nChanged 27
		SP:Iteration 112Q (100979.310000 sec): 3 clusters
  Score: Raw -2286701.176409 + Penalty 3226.150840 = -2283475.025569
  nChanged 31
		SP:Iteration 113Q (100979.610000 sec): 3 clusters
  Score: Raw -2286707.165176 + Penalty 3226.150840 = -2283481.014336
  nChanged 34
		SP:Iteration 114Q (100979.870000 sec): 3 clusters
  Score: Raw -2286713.517333 + Penalty 3226.150840 = -2283487.366493
  nChanged 42
		SP:Iteration 115Q (100980.200000 sec): 3 clusters
  Score: Raw -2286720.882614 + Penalty 3226.150840 = -2283494.731773
  nChanged 37
		SP:Iteration 116Q (100980.480000 sec): 3 clusters
  Score: Raw -2286728.570585 + Penalty 3226.150840 = -2283502.419744
  nChanged 40
		SP:Iteration 117Q (100980.760000 sec): 3 clusters
  Score: Raw -2286737.046874 + Penalty 3226.150840 = -2283510.896034
  nChanged 42
		SP:Iteration 118Q (100981.060000 sec): 3 clusters
  Score: Raw -2286745.525372 + Penalty 3226.150840 = -2283519.374532
  nChanged 36
		SP:Iteration 119Q (100981.370000 sec): 3 clusters
  Score: Raw -2286752.827365 + Penalty 3226.150840 = -2283526.676524
  nChanged 46
		SP:Iteration 120F (100981.710000 sec): 3 clusters
  Score: Raw -2286762.196484 + Penalty 3226.150840 = -2283536.045643
  nChanged 38
		SP:Iteration 121Q (100982.020000 sec): 3 clusters
  Score: Raw -2286770.213658 + Penalty 3226.150840 = -2283544.062818
  nChanged 46
		SP:Iteration 122Q (100982.350000 sec): 3 clusters
  Score: Raw -2286779.392221 + Penalty 3226.150840 = -2283553.241381
  nChanged 37
		SP:Iteration 123Q (100982.630000 sec): 3 clusters
  Score: Raw -2286786.867696 + Penalty 3226.150840 = -2283560.716856
  nChanged 41
		SP:Iteration 124Q (100982.990000 sec): 3 clusters
  Score: Raw -2286797.220811 + Penalty 3226.150840 = -2283571.069971
  nChanged 40
		SP:Iteration 125Q (100983.350000 sec): 3 clusters
  Score: Raw -2286805.665202 + Penalty 3226.150840 = -2283579.514362
  nChanged 30
		SP:Iteration 126Q (100983.620000 sec): 3 clusters
  Score: Raw -2286812.499008 + Penalty 3226.150840 = -2283586.348168
  nChanged 29
		SP:Iteration 127Q (100983.890000 sec): 3 clusters
  Score: Raw -2286819.916323 + Penalty 3226.150840 = -2283593.765483
  nChanged 34
		SP:Iteration 128Q (100984.180000 sec): 3 clusters
  Score: Raw -2286827.267368 + Penalty 3226.150840 = -2283601.116528
  nChanged 29
		SP:Iteration 129Q (100984.480000 sec): 3 clusters
  Score: Raw -2286834.128500 + Penalty 3226.150840 = -2283607.977659
  nChanged 29
		SP:Iteration 130Q (100984.800000 sec): 3 clusters
  Score: Raw -2286841.973468 + Penalty 3226.150840 = -2283615.822628
  nChanged 22
		SP:Iteration 131Q (100985.080000 sec): 3 clusters
  Score: Raw -2286846.849156 + Penalty 3226.150840 = -2283620.698315
  nChanged 19
		SP:Iteration 132Q (100985.330000 sec): 3 clusters
  Score: Raw -2286851.533572 + Penalty 3226.150840 = -2283625.382732
  nChanged 30
		SP:Iteration 133Q (100985.560000 sec): 3 clusters
  Score: Raw -2286859.092168 + Penalty 3226.150840 = -2283632.941328
  nChanged 36
		SP:Iteration 134Q (100985.900000 sec): 3 clusters
  Score: Raw -2286868.778158 + Penalty 3226.150840 = -2283642.627318
  nChanged 50
		SP:Iteration 135Q (100986.260000 sec): 3 clusters
  Score: Raw -2286883.055769 + Penalty 3226.150840 = -2283656.904929
  nChanged 48
		SP:Iteration 136Q (100986.540000 sec): 3 clusters
  Score: Raw -2286897.735218 + Penalty 3226.150840 = -2283671.584378
  nChanged 40
		SP:Iteration 137Q (100986.810000 sec): 3 clusters
  Score: Raw -2286909.262839 + Penalty 3226.150840 = -2283683.111999
  nChanged 52
		SP:Iteration 138Q (100987.100000 sec): 3 clusters
  Score: Raw -2286924.034711 + Penalty 3226.150840 = -2283697.883871
  nChanged 44
		SP:Iteration 139Q (100987.480000 sec): 3 clusters
  Score: Raw -2286936.621204 + Penalty 3226.150840 = -2283710.470363
  nChanged 43
		SP:Iteration 140F (100987.780000 sec): 3 clusters
  Score: Raw -2286948.825323 + Penalty 3226.150840 = -2283722.674483
  nChanged 37
		SP:Iteration 141Q (100988.060000 sec): 3 clusters
  Score: Raw -2286960.168785 + Penalty 3226.150840 = -2283734.017944
  nChanged 30
		SP:Iteration 142Q (100988.350000 sec): 3 clusters
  Score: Raw -2286968.094246 + Penalty 3226.150840 = -2283741.943406
  nChanged 35
		SP:Iteration 143Q (100988.630000 sec): 3 clusters
  Score: Raw -2286979.546879 + Penalty 3226.150840 = -2283753.396039
  nChanged 47
		SP:Iteration 144Q (100988.910000 sec): 3 clusters
  Score: Raw -2286997.875373 + Penalty 3226.150840 = -2283771.724532
  nChanged 42
		SP:Iteration 145Q (100989.170000 sec): 3 clusters
  Score: Raw -2287011.785408 + Penalty 3226.150840 = -2283785.634568
  nChanged 38
		SP:Iteration 146Q (100989.480000 sec): 3 clusters
  Score: Raw -2287022.458115 + Penalty 3226.150840 = -2283796.307275
  nChanged 28
		SP:Iteration 147Q (100989.770000 sec): 3 clusters
  Score: Raw -2287029.295989 + Penalty 3226.150840 = -2283803.145149
  nChanged 16
		SP:Iteration 148Q (100990.160000 sec): 3 clusters
  Score: Raw -2287032.699977 + Penalty 3226.150840 = -2283806.549136
  nChanged 14
		SP:Iteration 149Q (100990.490000 sec): 3 clusters
  Score: Raw -2287037.311215 + Penalty 3226.150840 = -2283811.160374
  nChanged 18
		SP:Iteration 150Q (100990.780000 sec): 3 clusters
  Score: Raw -2287042.480260 + Penalty 3226.150840 = -2283816.329419
  nChanged 18
		SP:Iteration 151Q (100991.110000 sec): 3 clusters
  Score: Raw -2287048.654738 + Penalty 3226.150840 = -2283822.503898
  nChanged 23
		SP:Iteration 152Q (100991.440000 sec): 3 clusters
  Score: Raw -2287056.970102 + Penalty 3226.150840 = -2283830.819261
  nChanged 22
		SP:Iteration 153Q (100991.690000 sec): 3 clusters
  Score: Raw -2287063.426308 + Penalty 3226.150840 = -2283837.275468
  nChanged 22
		SP:Iteration 154Q (100991.940000 sec): 3 clusters
  Score: Raw -2287071.838970 + Penalty 3226.150840 = -2283845.688130
  nChanged 24
		SP:Iteration 155Q (100992.220000 sec): 3 clusters
  Score: Raw -2287082.333037 + Penalty 3226.150840 = -2283856.182197
  nChanged 25
		SP:Iteration 156Q (100992.500000 sec): 3 clusters
  Score: Raw -2287091.912493 + Penalty 3226.150840 = -2283865.761653
  nChanged 19
		SP:Iteration 157Q (100992.760000 sec): 3 clusters
  Score: Raw -2287097.408134 + Penalty 3226.150840 = -2283871.257294
  nChanged 14
		SP:Iteration 158Q (100993.040000 sec): 3 clusters
  Score: Raw -2287100.655385 + Penalty 3226.150840 = -2283874.504545
  nChanged 16
		SP:Iteration 159Q (100993.350000 sec): 3 clusters
  Score: Raw -2287104.759674 + Penalty 3226.150840 = -2283878.608834
  nChanged 16
		SP:Iteration 160F (100993.610000 sec): 3 clusters
  Score: Raw -2287108.409983 + Penalty 3226.150840 = -2283882.259143
  nChanged 8
		SP:Iteration 161Q (100993.880000 sec): 3 clusters
  Score: Raw -2287110.170418 + Penalty 3226.150840 = -2283884.019577
  nChanged 8
		SP:Iteration 162Q (100994.180000 sec): 3 clusters
  Score: Raw -2287111.901834 + Penalty 3226.150840 = -2283885.750993
  nChanged 5
		SP:Iteration 163Q (100994.430000 sec): 3 clusters
  Score: Raw -2287113.197847 + Penalty 3226.150840 = -2283887.047006
  nChanged 5
		SP:Iteration 164Q (100994.690000 sec): 3 clusters
  Score: Raw -2287114.338878 + Penalty 3226.150840 = -2283888.188038
  nChanged 3
		SP:Iteration 165Q (100995.000000 sec): 3 clusters
  Score: Raw -2287115.341336 + Penalty 3226.150840 = -2283889.190496
  nChanged 7
		SP:Iteration 166Q (100995.270000 sec): 3 clusters
  Score: Raw -2287117.896561 + Penalty 3226.150840 = -2283891.745721
  nChanged 7
		SP:Iteration 167Q (100995.570000 sec): 3 clusters
  Score: Raw -2287121.063242 + Penalty 3226.150840 = -2283894.912402
  nChanged 14
		SP:Iteration 168Q (100995.930000 sec): 3 clusters
  Score: Raw -2287125.994490 + Penalty 3226.150840 = -2283899.843650
  nChanged 14
		SP:Iteration 169Q (100996.230000 sec): 3 clusters
  Score: Raw -2287131.678804 + Penalty 3226.150840 = -2283905.527964
  nChanged 20
		SP:Iteration 170Q (100996.490000 sec): 3 clusters
  Score: Raw -2287136.975623 + Penalty 3226.150840 = -2283910.824783
  nChanged 13
		SP:Iteration 171Q (100996.790000 sec): 3 clusters
  Score: Raw -2287140.902849 + Penalty 3226.150840 = -2283914.752009
  nChanged 9
		SP:Iteration 172Q (100997.050000 sec): 3 clusters
  Score: Raw -2287143.506672 + Penalty 3226.150840 = -2283917.355831
  nChanged 13
		SP:Iteration 173Q (100997.270000 sec): 3 clusters
  Score: Raw -2287147.324021 + Penalty 3226.150840 = -2283921.173180
  nChanged 11
		SP:Iteration 174Q (100997.520000 sec): 3 clusters
  Score: Raw -2287150.298108 + Penalty 3226.150840 = -2283924.147268
  nChanged 8
		SP:Iteration 175Q (100997.790000 sec): 3 clusters
  Score: Raw -2287152.392019 + Penalty 3226.150840 = -2283926.241179
  nChanged 8
		SP:Iteration 176Q (100998.110000 sec): 3 clusters
  Score: Raw -2287154.187079 + Penalty 3226.150840 = -2283928.036238
  nChanged 4
		SP:Iteration 177Q (100998.380000 sec): 3 clusters
  Score: Raw -2287155.182520 + Penalty 3226.150840 = -2283929.031679
  nChanged 3
		SP:Iteration 178Q (100998.690000 sec): 3 clusters
  Score: Raw -2287155.879641 + Penalty 3226.150840 = -2283929.728800
  nChanged 4
		SP:Iteration 179Q (100999.000000 sec): 3 clusters
  Score: Raw -2287156.640571 + Penalty 3226.150840 = -2283930.489731
  nChanged 4
		SP:Iteration 180F (100999.310000 sec): 3 clusters
  Score: Raw -2287157.042955 + Penalty 3226.150840 = -2283930.892115
  nChanged 5
		SP:Iteration 181Q (100999.580000 sec): 3 clusters
  Score: Raw -2287157.800692 + Penalty 3226.150840 = -2283931.649852
  nChanged 3
		SP:Iteration 182Q (100999.880000 sec): 3 clusters
  Score: Raw -2287158.856553 + Penalty 3226.150840 = -2283932.705713
  nChanged 4
		SP:Iteration 183Q (101000.110000 sec): 3 clusters
  Score: Raw -2287160.090568 + Penalty 3226.150840 = -2283933.939727
  nChanged 3
		SP:Iteration 184Q (101000.380000 sec): 3 clusters
  Score: Raw -2287160.607543 + Penalty 3226.150840 = -2283934.456703
  nChanged 2
		SP:Iteration 185Q (101000.740000 sec): 3 clusters
  Score: Raw -2287160.887656 + Penalty 3226.150840 = -2283934.736816
  nChanged 1
		SP:Iteration 186Q (101001.020000 sec): 3 clusters
  Score: Raw -2287161.170388 + Penalty 3226.150840 = -2283935.019548
  nChanged 1
		SP:Iteration 187Q (101001.280000 sec): 3 clusters
  Score: Raw -2287161.404826 + Penalty 3226.150840 = -2283935.253985
  nChanged 0
		SP:Iteration 188F (101001.580000 sec): 3 clusters
  Score: Raw -2287161.404826 + Penalty 3226.150840 = -2283935.253985
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (29471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101001.870000 sec): 2 clusters
  Score: Raw -3513020.022766 + Penalty 1672.313826 = -3511347.708940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101002.260000 sec): 3 clusters
  Score: Raw -3494751.676631 + Penalty 3344.627653 = -3491407.048979
  nChanged 13566
		SP:Iteration 1F (101002.630000 sec): 3 clusters
  Score: Raw -3502329.055626 + Penalty 3344.627653 = -3498984.427973
  nChanged 1419
		SP:Iteration 2Q (101003.020000 sec): 3 clusters
  Score: Raw -3502824.131320 + Penalty 3344.627653 = -3499479.503667
  nChanged 1369
		SP:Iteration 3Q (101003.410000 sec): 3 clusters
  Score: Raw -3503347.533073 + Penalty 3344.627653 = -3500002.905421
  nChanged 1354
		SP:Iteration 4Q (101003.830000 sec): 3 clusters
  Score: Raw -3503887.508593 + Penalty 3344.627653 = -3500542.880940
  nChanged 1425
		SP:Iteration 5Q (101004.230000 sec): 3 clusters
  Score: Raw -3504530.990369 + Penalty 3344.627653 = -3501186.362716
  nChanged 1510
		SP:Iteration 6F (101004.620000 sec): 3 clusters
  Score: Raw -3505256.739155 + Penalty 3344.627653 = -3501912.111502
  nChanged 1486
		SP:Iteration 7F (101005.010000 sec): 3 clusters
  Score: Raw -3506029.913011 + Penalty 3344.627653 = -3502685.285359
  nChanged 1452
		SP:Iteration 8Q (101005.380000 sec): 3 clusters
  Score: Raw -3506852.205756 + Penalty 3344.627653 = -3503507.578104
  nChanged 1398
		SP:Iteration 9Q (101005.730000 sec): 3 clusters
  Score: Raw -3507630.227313 + Penalty 3344.627653 = -3504285.599661
  nChanged 1324
		SP:Iteration 10Q (101006.100000 sec): 3 clusters
  Score: Raw -3508327.473001 + Penalty 3344.627653 = -3504982.845348
  nChanged 1147
		SP:Iteration 11Q (101006.460000 sec): 3 clusters
  Score: Raw -3508899.717311 + Penalty 3344.627653 = -3505555.089658
  nChanged 908
		SP:Iteration 12Q (101006.790000 sec): 3 clusters
  Score: Raw -3509233.612182 + Penalty 3344.627653 = -3505888.984530
  nChanged 638
		SP:Iteration 13Q (101007.200000 sec): 3 clusters
  Score: Raw -3509413.093192 + Penalty 3344.627653 = -3506068.465539
  nChanged 470
		SP:Iteration 14Q (101007.650000 sec): 3 clusters
  Score: Raw -3509534.085112 + Penalty 3344.627653 = -3506189.457460
  nChanged 374
		SP:Iteration 15Q (101007.970000 sec): 3 clusters
  Score: Raw -3509644.169034 + Penalty 3344.627653 = -3506299.541382
  nChanged 356
		SP:Iteration 16Q (101008.300000 sec): 3 clusters
  Score: Raw -3509756.003039 + Penalty 3344.627653 = -3506411.375387
  nChanged 390
		SP:Iteration 17Q (101008.750000 sec): 3 clusters
  Score: Raw -3509892.059190 + Penalty 3344.627653 = -3506547.431537
  nChanged 380
		SP:Iteration 18Q (101009.090000 sec): 3 clusters
  Score: Raw -3510029.855302 + Penalty 3344.627653 = -3506685.227649
  nChanged 401
		SP:Iteration 19Q (101009.440000 sec): 3 clusters
  Score: Raw -3510201.319982 + Penalty 3344.627653 = -3506856.692329
  nChanged 427
		SP:Iteration 20F (101009.780000 sec): 3 clusters
  Score: Raw -3510397.927160 + Penalty 3344.627653 = -3507053.299507
  nChanged 431
		SP:Iteration 21Q (101010.150000 sec): 3 clusters
  Score: Raw -3510599.186239 + Penalty 3344.627653 = -3507254.558587
  nChanged 452
		SP:Iteration 22Q (101010.510000 sec): 3 clusters
  Score: Raw -3510777.555346 + Penalty 3344.627653 = -3507432.927694
  nChanged 386
		SP:Iteration 23Q (101010.900000 sec): 3 clusters
  Score: Raw -3510903.752995 + Penalty 3344.627653 = -3507559.125342
  nChanged 342
		SP:Iteration 24Q (101011.210000 sec): 3 clusters
  Score: Raw -3511000.735268 + Penalty 3344.627653 = -3507656.107615
  nChanged 307
		SP:Iteration 25Q (101011.530000 sec): 3 clusters
  Score: Raw -3511082.498419 + Penalty 3344.627653 = -3507737.870767
  nChanged 290
		SP:Iteration 26Q (101011.900000 sec): 3 clusters
  Score: Raw -3511152.446003 + Penalty 3344.627653 = -3507807.818350
  nChanged 248
		SP:Iteration 27Q (101012.290000 sec): 3 clusters
  Score: Raw -3511217.512838 + Penalty 3344.627653 = -3507872.885186
  nChanged 239
		SP:Iteration 28Q (101012.670000 sec): 3 clusters
  Score: Raw -3511274.261215 + Penalty 3344.627653 = -3507929.633563
  nChanged 218
		SP:Iteration 29Q (101013.020000 sec): 3 clusters
  Score: Raw -3511319.455866 + Penalty 3344.627653 = -3507974.828213
  nChanged 191
		SP:Iteration 30Q (101013.410000 sec): 3 clusters
  Score: Raw -3511356.650727 + Penalty 3344.627653 = -3508012.023075
  nChanged 170
		SP:Iteration 31Q (101013.760000 sec): 3 clusters
  Score: Raw -3511387.322859 + Penalty 3344.627653 = -3508042.695207
  nChanged 160
		SP:Iteration 32Q (101014.140000 sec): 3 clusters
  Score: Raw -3511413.356161 + Penalty 3344.627653 = -3508068.728509
  nChanged 146
		SP:Iteration 33Q (101014.490000 sec): 3 clusters
  Score: Raw -3511438.995742 + Penalty 3344.627653 = -3508094.368090
  nChanged 154
		SP:Iteration 34Q (101014.870000 sec): 3 clusters
  Score: Raw -3511465.303046 + Penalty 3344.627653 = -3508120.675394
  nChanged 138
		SP:Iteration 35Q (101015.240000 sec): 3 clusters
  Score: Raw -3511486.441365 + Penalty 3344.627653 = -3508141.813713
  nChanged 140
		SP:Iteration 36Q (101015.580000 sec): 3 clusters
  Score: Raw -3511506.822844 + Penalty 3344.627653 = -3508162.195192
  nChanged 126
		SP:Iteration 37Q (101015.940000 sec): 3 clusters
  Score: Raw -3511522.509279 + Penalty 3344.627653 = -3508177.881627
  nChanged 129
		SP:Iteration 38Q (101016.380000 sec): 3 clusters
  Score: Raw -3511540.036001 + Penalty 3344.627653 = -3508195.408348
  nChanged 119
		SP:Iteration 39Q (101016.820000 sec): 3 clusters
  Score: Raw -3511556.816265 + Penalty 3344.627653 = -3508212.188613
  nChanged 127
		SP:Iteration 40F (101017.140000 sec): 3 clusters
  Score: Raw -3511575.141919 + Penalty 3344.627653 = -3508230.514266
  nChanged 127
		SP:Iteration 41Q (101017.510000 sec): 3 clusters
  Score: Raw -3511593.288013 + Penalty 3344.627653 = -3508248.660360
  nChanged 122
		SP:Iteration 42Q (101017.830000 sec): 3 clusters
  Score: Raw -3511612.395339 + Penalty 3344.627653 = -3508267.767687
  nChanged 139
		SP:Iteration 43Q (101018.240000 sec): 3 clusters
  Score: Raw -3511635.884087 + Penalty 3344.627653 = -3508291.256435
  nChanged 139
		SP:Iteration 44Q (101018.550000 sec): 3 clusters
  Score: Raw -3511657.734486 + Penalty 3344.627653 = -3508313.106834
  nChanged 139
		SP:Iteration 45Q (101018.960000 sec): 3 clusters
  Score: Raw -3511680.681088 + Penalty 3344.627653 = -3508336.053435
  nChanged 132
		SP:Iteration 46Q (101019.370000 sec): 3 clusters
  Score: Raw -3511705.300344 + Penalty 3344.627653 = -3508360.672692
  nChanged 135
		SP:Iteration 47Q (101019.760000 sec): 3 clusters
  Score: Raw -3511730.503646 + Penalty 3344.627653 = -3508385.875993
  nChanged 146
		SP:Iteration 48Q (101020.120000 sec): 3 clusters
  Score: Raw -3511757.901688 + Penalty 3344.627653 = -3508413.274035
  nChanged 155
		SP:Iteration 49Q (101020.460000 sec): 3 clusters
  Score: Raw -3511786.285760 + Penalty 3344.627653 = -3508441.658107
  nChanged 158
		SP:Iteration 50Q (101020.840000 sec): 3 clusters
  Score: Raw -3511817.414546 + Penalty 3344.627653 = -3508472.786894
  nChanged 163
		SP:Iteration 51Q (101021.160000 sec): 3 clusters
  Score: Raw -3511850.138211 + Penalty 3344.627653 = -3508505.510558
  nChanged 162
		SP:Iteration 52Q (101021.530000 sec): 3 clusters
  Score: Raw -3511883.381169 + Penalty 3344.627653 = -3508538.753516
  nChanged 158
		SP:Iteration 53Q (101021.880000 sec): 3 clusters
  Score: Raw -3511913.493932 + Penalty 3344.627653 = -3508568.866279
  nChanged 139
		SP:Iteration 54Q (101022.300000 sec): 3 clusters
  Score: Raw -3511942.282838 + Penalty 3344.627653 = -3508597.655186
  nChanged 152
		SP:Iteration 55Q (101022.710000 sec): 3 clusters
  Score: Raw -3511977.184612 + Penalty 3344.627653 = -3508632.556959
  nChanged 168
		SP:Iteration 56Q (101023.090000 sec): 3 clusters
  Score: Raw -3512020.801718 + Penalty 3344.627653 = -3508676.174065
  nChanged 177
		SP:Iteration 57Q (101023.420000 sec): 3 clusters
  Score: Raw -3512066.346500 + Penalty 3344.627653 = -3508721.718847
  nChanged 201
		SP:Iteration 58Q (101023.750000 sec): 3 clusters
  Score: Raw -3512123.628664 + Penalty 3344.627653 = -3508779.001011
  nChanged 218
		SP:Iteration 59Q (101024.090000 sec): 3 clusters
  Score: Raw -3512187.616323 + Penalty 3344.627653 = -3508842.988671
  nChanged 249
		SP:Iteration 60F (101024.380000 sec): 3 clusters
  Score: Raw -3512266.718841 + Penalty 3344.627653 = -3508922.091188
  nChanged 249
		SP:Iteration 61Q (101024.700000 sec): 3 clusters
  Score: Raw -3512349.181145 + Penalty 3344.627653 = -3509004.553493
  nChanged 253
		SP:Iteration 62Q (101025.070000 sec): 3 clusters
  Score: Raw -3512440.346696 + Penalty 3344.627653 = -3509095.719043
  nChanged 251
		SP:Iteration 63Q (101025.390000 sec): 3 clusters
  Score: Raw -3512529.389747 + Penalty 3344.627653 = -3509184.762094
  nChanged 232
		SP:Iteration 64Q (101025.720000 sec): 3 clusters
  Score: Raw -3512613.502134 + Penalty 3344.627653 = -3509268.874481
  nChanged 217
		SP:Iteration 65Q (101026.050000 sec): 3 clusters
  Score: Raw -3512699.645612 + Penalty 3344.627653 = -3509355.017959
  nChanged 229
		SP:Iteration 66Q (101026.380000 sec): 3 clusters
  Score: Raw -3512787.555471 + Penalty 3344.627653 = -3509442.927819
  nChanged 196
		SP:Iteration 67Q (101026.710000 sec): 3 clusters
  Score: Raw -3512878.881114 + Penalty 3344.627653 = -3509534.253462
  nChanged 213
		SP:Iteration 68Q (101027.020000 sec): 3 clusters
  Score: Raw -3512971.848971 + Penalty 3344.627653 = -3509627.221318
  nChanged 204
		SP:Iteration 69Q (101027.340000 sec): 3 clusters
  Score: Raw -3513061.756521 + Penalty 3344.627653 = -3509717.128869
  nChanged 176
		SP:Iteration 70Q (101027.730000 sec): 3 clusters
  Score: Raw -3513136.826470 + Penalty 3344.627653 = -3509792.198817
  nChanged 145
		SP:Iteration 71Q (101028.100000 sec): 3 clusters
  Score: Raw -3513202.117987 + Penalty 3344.627653 = -3509857.490335
  nChanged 144
		SP:Iteration 72Q (101028.430000 sec): 3 clusters
  Score: Raw -3513265.651110 + Penalty 3344.627653 = -3509921.023457
  nChanged 127
		SP:Iteration 73Q (101028.850000 sec): 3 clusters
  Score: Raw -3513320.386816 + Penalty 3344.627653 = -3509975.759164
  nChanged 106
		SP:Iteration 74Q (101029.190000 sec): 3 clusters
  Score: Raw -3513366.946393 + Penalty 3344.627653 = -3510022.318740
  nChanged 87
		SP:Iteration 75Q (101029.490000 sec): 3 clusters
  Score: Raw -3513399.641198 + Penalty 3344.627653 = -3510055.013546
  nChanged 81
		SP:Iteration 76Q (101029.810000 sec): 3 clusters
  Score: Raw -3513432.906348 + Penalty 3344.627653 = -3510088.278696
  nChanged 75
		SP:Iteration 77Q (101030.120000 sec): 3 clusters
  Score: Raw -3513464.584488 + Penalty 3344.627653 = -3510119.956836
  nChanged 61
		SP:Iteration 78Q (101030.420000 sec): 3 clusters
  Score: Raw -3513487.080956 + Penalty 3344.627653 = -3510142.453304
  nChanged 53
		SP:Iteration 79Q (101030.730000 sec): 3 clusters
  Score: Raw -3513511.329361 + Penalty 3344.627653 = -3510166.701708
  nChanged 59
		SP:Iteration 80F (101031.110000 sec): 3 clusters
  Score: Raw -3513533.485281 + Penalty 3344.627653 = -3510188.857628
  nChanged 49
		SP:Iteration 81Q (101031.500000 sec): 3 clusters
  Score: Raw -3513551.375998 + Penalty 3344.627653 = -3510206.748345
  nChanged 41
		SP:Iteration 82Q (101031.870000 sec): 3 clusters
  Score: Raw -3513566.732271 + Penalty 3344.627653 = -3510222.104619
  nChanged 41
		SP:Iteration 83Q (101032.200000 sec): 3 clusters
  Score: Raw -3513584.270711 + Penalty 3344.627653 = -3510239.643058
  nChanged 29
		SP:Iteration 84Q (101032.500000 sec): 3 clusters
  Score: Raw -3513599.680949 + Penalty 3344.627653 = -3510255.053297
  nChanged 35
		SP:Iteration 85Q (101032.850000 sec): 3 clusters
  Score: Raw -3513613.561213 + Penalty 3344.627653 = -3510268.933560
  nChanged 30
		SP:Iteration 86Q (101033.190000 sec): 3 clusters
  Score: Raw -3513624.030267 + Penalty 3344.627653 = -3510279.402614
  nChanged 27
		SP:Iteration 87Q (101033.570000 sec): 3 clusters
  Score: Raw -3513632.779933 + Penalty 3344.627653 = -3510288.152280
  nChanged 24
		SP:Iteration 88Q (101033.930000 sec): 3 clusters
  Score: Raw -3513641.074387 + Penalty 3344.627653 = -3510296.446735
  nChanged 19
		SP:Iteration 89Q (101034.270000 sec): 3 clusters
  Score: Raw -3513647.161479 + Penalty 3344.627653 = -3510302.533827
  nChanged 16
		SP:Iteration 90Q (101034.670000 sec): 3 clusters
  Score: Raw -3513651.460626 + Penalty 3344.627653 = -3510306.832973
  nChanged 9
		SP:Iteration 91Q (101035.020000 sec): 3 clusters
  Score: Raw -3513654.409554 + Penalty 3344.627653 = -3510309.781902
  nChanged 9
		SP:Iteration 92Q (101035.330000 sec): 3 clusters
  Score: Raw -3513656.493776 + Penalty 3344.627653 = -3510311.866123
  nChanged 11
		SP:Iteration 93Q (101035.630000 sec): 3 clusters
  Score: Raw -3513658.832372 + Penalty 3344.627653 = -3510314.204719
  nChanged 4
		SP:Iteration 94Q (101035.950000 sec): 3 clusters
  Score: Raw -3513659.882321 + Penalty 3344.627653 = -3510315.254668
  nChanged 4
		SP:Iteration 95Q (101036.210000 sec): 3 clusters
  Score: Raw -3513661.076642 + Penalty 3344.627653 = -3510316.448989
  nChanged 5
		SP:Iteration 96Q (101036.520000 sec): 3 clusters
  Score: Raw -3513662.339832 + Penalty 3344.627653 = -3510317.712179
  nChanged 4
		SP:Iteration 97Q (101036.810000 sec): 3 clusters
  Score: Raw -3513662.793969 + Penalty 3344.627653 = -3510318.166316
  nChanged 0
		SP:Iteration 98F (101037.100000 sec): 3 clusters
  Score: Raw -3513662.793969 + Penalty 3344.627653 = -3510318.166316
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (57600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101037.410000 sec): 2 clusters
  Score: Raw -7079704.709435 + Penalty 1781.207650 = -7077923.501785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101037.860000 sec): 3 clusters
  Score: Raw -7043205.391388 + Penalty 3562.415300 = -7039642.976088
  nChanged 27093
		SP:Iteration 1F (101038.270000 sec): 3 clusters
  Score: Raw -7058978.088950 + Penalty 3562.415300 = -7055415.673649
  nChanged 2460
		SP:Iteration 2Q (101038.780000 sec): 3 clusters
  Score: Raw -7059873.951393 + Penalty 3562.415300 = -7056311.536093
  nChanged 2654
		SP:Iteration 3Q (101039.200000 sec): 3 clusters
  Score: Raw -7060973.982484 + Penalty 3562.415300 = -7057411.567184
  nChanged 2822
		SP:Iteration 4Q (101039.660000 sec): 3 clusters
  Score: Raw -7062339.931278 + Penalty 3562.415300 = -7058777.515978
  nChanged 3111
		SP:Iteration 5F (101040.120000 sec): 3 clusters
  Score: Raw -7063991.292151 + Penalty 3562.415300 = -7060428.876851
  nChanged 3297
		SP:Iteration 6F (101040.600000 sec): 3 clusters
  Score: Raw -7066004.479622 + Penalty 3562.415300 = -7062442.064321
  nChanged 3394
		SP:Iteration 7F (101041.060000 sec): 3 clusters
  Score: Raw -7068157.479351 + Penalty 3562.415300 = -7064595.064051
  nChanged 3171
		SP:Iteration 8F (101041.620000 sec): 3 clusters
  Score: Raw -7070123.717958 + Penalty 3562.415300 = -7066561.302658
  nChanged 2760
		SP:Iteration 9Q (101042.120000 sec): 3 clusters
  Score: Raw -7071517.793688 + Penalty 3562.415300 = -7067955.378388
  nChanged 2020
		SP:Iteration 10Q (101042.610000 sec): 3 clusters
  Score: Raw -7072213.266360 + Penalty 3562.415300 = -7068650.851060
  nChanged 1287
		SP:Iteration 11Q (101043.160000 sec): 3 clusters
  Score: Raw -7072541.351889 + Penalty 3562.415300 = -7068978.936589
  nChanged 851
		SP:Iteration 12Q (101043.640000 sec): 3 clusters
  Score: Raw -7072733.109283 + Penalty 3562.415300 = -7069170.693983
  nChanged 689
		SP:Iteration 13Q (101044.200000 sec): 3 clusters
  Score: Raw -7072884.132399 + Penalty 3562.415300 = -7069321.717099
  nChanged 637
		SP:Iteration 14Q (101044.750000 sec): 3 clusters
  Score: Raw -7073020.227945 + Penalty 3562.415300 = -7069457.812645
  nChanged 552
		SP:Iteration 15Q (101045.270000 sec): 3 clusters
  Score: Raw -7073128.911831 + Penalty 3562.415300 = -7069566.496530
  nChanged 533
		SP:Iteration 16Q (101045.800000 sec): 3 clusters
  Score: Raw -7073236.949282 + Penalty 3562.415300 = -7069674.533982
  nChanged 535
		SP:Iteration 17Q (101046.390000 sec): 3 clusters
  Score: Raw -7073356.825014 + Penalty 3562.415300 = -7069794.409714
  nChanged 567
		SP:Iteration 18Q (101046.900000 sec): 3 clusters
  Score: Raw -7073484.021172 + Penalty 3562.415300 = -7069921.605872
  nChanged 552
		SP:Iteration 19Q (101047.440000 sec): 3 clusters
  Score: Raw -7073595.858278 + Penalty 3562.415300 = -7070033.442977
  nChanged 557
		SP:Iteration 20F (101047.990000 sec): 3 clusters
  Score: Raw -7073711.841240 + Penalty 3562.415300 = -7070149.425940
  nChanged 564
		SP:Iteration 21Q (101048.520000 sec): 3 clusters
  Score: Raw -7073834.736943 + Penalty 3562.415300 = -7070272.321643
  nChanged 609
		SP:Iteration 22Q (101049.070000 sec): 3 clusters
  Score: Raw -7073974.960626 + Penalty 3562.415300 = -7070412.545325
  nChanged 599
		SP:Iteration 23Q (101049.580000 sec): 3 clusters
  Score: Raw -7074108.367799 + Penalty 3562.415300 = -7070545.952499
  nChanged 576
		SP:Iteration 24Q (101050.120000 sec): 3 clusters
  Score: Raw -7074237.927364 + Penalty 3562.415300 = -7070675.512063
  nChanged 557
		SP:Iteration 25Q (101050.640000 sec): 3 clusters
  Score: Raw -7074362.626198 + Penalty 3562.415300 = -7070800.210898
  nChanged 572
		SP:Iteration 26Q (101051.180000 sec): 3 clusters
  Score: Raw -7074494.755141 + Penalty 3562.415300 = -7070932.339841
  nChanged 587
		SP:Iteration 27Q (101051.700000 sec): 3 clusters
  Score: Raw -7074628.634137 + Penalty 3562.415300 = -7071066.218837
  nChanged 576
		SP:Iteration 28Q (101052.240000 sec): 3 clusters
  Score: Raw -7074760.063983 + Penalty 3562.415300 = -7071197.648683
  nChanged 589
		SP:Iteration 29Q (101052.760000 sec): 3 clusters
  Score: Raw -7074894.735563 + Penalty 3562.415300 = -7071332.320263
  nChanged 594
		SP:Iteration 30Q (101053.270000 sec): 3 clusters
  Score: Raw -7075036.462899 + Penalty 3562.415300 = -7071474.047598
  nChanged 603
		SP:Iteration 31Q (101053.720000 sec): 3 clusters
  Score: Raw -7075181.996877 + Penalty 3562.415300 = -7071619.581577
  nChanged 579
		SP:Iteration 32Q (101054.240000 sec): 3 clusters
  Score: Raw -7075310.062828 + Penalty 3562.415300 = -7071747.647528
  nChanged 532
		SP:Iteration 33Q (101054.730000 sec): 3 clusters
  Score: Raw -7075436.036146 + Penalty 3562.415300 = -7071873.620846
  nChanged 574
		SP:Iteration 34Q (101055.260000 sec): 3 clusters
  Score: Raw -7075570.659729 + Penalty 3562.415300 = -7072008.244429
  nChanged 535
		SP:Iteration 35Q (101055.750000 sec): 3 clusters
  Score: Raw -7075687.912736 + Penalty 3562.415300 = -7072125.497436
  nChanged 519
		SP:Iteration 36Q (101056.300000 sec): 3 clusters
  Score: Raw -7075795.379774 + Penalty 3562.415300 = -7072232.964473
  nChanged 507
		SP:Iteration 37Q (101056.780000 sec): 3 clusters
  Score: Raw -7075905.999486 + Penalty 3562.415300 = -7072343.584186
  nChanged 541
		SP:Iteration 38Q (101057.260000 sec): 3 clusters
  Score: Raw -7076032.081895 + Penalty 3562.415300 = -7072469.666595
  nChanged 554
		SP:Iteration 39Q (101057.870000 sec): 3 clusters
  Score: Raw -7076166.102200 + Penalty 3562.415300 = -7072603.686900
  nChanged 604
		SP:Iteration 40F (101058.420000 sec): 3 clusters
  Score: Raw -7076317.991486 + Penalty 3562.415300 = -7072755.576186
  nChanged 619
		SP:Iteration 41Q (101058.900000 sec): 3 clusters
  Score: Raw -7076490.658546 + Penalty 3562.415300 = -7072928.243246
  nChanged 621
		SP:Iteration 42Q (101059.330000 sec): 3 clusters
  Score: Raw -7076651.031085 + Penalty 3562.415300 = -7073088.615785
  nChanged 551
		SP:Iteration 43Q (101059.820000 sec): 3 clusters
  Score: Raw -7076787.323763 + Penalty 3562.415300 = -7073224.908463
  nChanged 542
		SP:Iteration 44Q (101060.300000 sec): 3 clusters
  Score: Raw -7076927.246474 + Penalty 3562.415300 = -7073364.831174
  nChanged 554
		SP:Iteration 45Q (101060.810000 sec): 3 clusters
  Score: Raw -7077067.476331 + Penalty 3562.415300 = -7073505.061031
  nChanged 530
		SP:Iteration 46Q (101061.340000 sec): 3 clusters
  Score: Raw -7077205.769461 + Penalty 3562.415300 = -7073643.354161
  nChanged 510
		SP:Iteration 47Q (101061.850000 sec): 3 clusters
  Score: Raw -7077343.190677 + Penalty 3562.415300 = -7073780.775377
  nChanged 528
		SP:Iteration 48Q (101062.310000 sec): 3 clusters
  Score: Raw -7077495.590965 + Penalty 3562.415300 = -7073933.175665
  nChanged 542
		SP:Iteration 49Q (101062.740000 sec): 3 clusters
  Score: Raw -7077666.543910 + Penalty 3562.415300 = -7074104.128610
  nChanged 528
		SP:Iteration 50Q (101063.260000 sec): 3 clusters
  Score: Raw -7077830.313914 + Penalty 3562.415300 = -7074267.898614
  nChanged 508
		SP:Iteration 51Q (101063.730000 sec): 3 clusters
  Score: Raw -7077996.901351 + Penalty 3562.415300 = -7074434.486051
  nChanged 503
		SP:Iteration 52Q (101064.260000 sec): 3 clusters
  Score: Raw -7078182.312911 + Penalty 3562.415300 = -7074619.897611
  nChanged 492
		SP:Iteration 53Q (101064.750000 sec): 3 clusters
  Score: Raw -7078383.200583 + Penalty 3562.415300 = -7074820.785283
  nChanged 469
		SP:Iteration 54Q (101065.270000 sec): 3 clusters
  Score: Raw -7078577.293930 + Penalty 3562.415300 = -7075014.878630
  nChanged 463
		SP:Iteration 55Q (101065.810000 sec): 3 clusters
  Score: Raw -7078777.800774 + Penalty 3562.415300 = -7075215.385474
  nChanged 399
		SP:Iteration 56Q (101066.310000 sec): 3 clusters
  Score: Raw -7078954.012158 + Penalty 3562.415300 = -7075391.596857
  nChanged 404
		SP:Iteration 57Q (101066.860000 sec): 3 clusters
  Score: Raw -7079128.379305 + Penalty 3562.415300 = -7075565.964005
  nChanged 366
		SP:Iteration 58Q (101067.370000 sec): 3 clusters
  Score: Raw -7079263.759043 + Penalty 3562.415300 = -7075701.343743
  nChanged 338
		SP:Iteration 59Q (101067.840000 sec): 3 clusters
  Score: Raw -7079375.665356 + Penalty 3562.415300 = -7075813.250056
  nChanged 273
		SP:Iteration 60F (101068.380000 sec): 3 clusters
  Score: Raw -7079457.040929 + Penalty 3562.415300 = -7075894.625629
  nChanged 229
		SP:Iteration 61Q (101068.850000 sec): 3 clusters
  Score: Raw -7079523.919398 + Penalty 3562.415300 = -7075961.504098
  nChanged 228
		SP:Iteration 62Q (101069.420000 sec): 3 clusters
  Score: Raw -7079593.449759 + Penalty 3562.415300 = -7076031.034459
  nChanged 203
		SP:Iteration 63Q (101069.860000 sec): 3 clusters
  Score: Raw -7079652.175011 + Penalty 3562.415300 = -7076089.759710
  nChanged 189
		SP:Iteration 64Q (101070.400000 sec): 3 clusters
  Score: Raw -7079707.523293 + Penalty 3562.415300 = -7076145.107992
  nChanged 171
		SP:Iteration 65Q (101070.900000 sec): 3 clusters
  Score: Raw -7079758.701406 + Penalty 3562.415300 = -7076196.286105
  nChanged 173
		SP:Iteration 66Q (101071.420000 sec): 3 clusters
  Score: Raw -7079808.577745 + Penalty 3562.415300 = -7076246.162445
  nChanged 145
		SP:Iteration 67Q (101071.930000 sec): 3 clusters
  Score: Raw -7079850.237787 + Penalty 3562.415300 = -7076287.822487
  nChanged 134
		SP:Iteration 68Q (101072.490000 sec): 3 clusters
  Score: Raw -7079887.765624 + Penalty 3562.415300 = -7076325.350324
  nChanged 113
		SP:Iteration 69Q (101073.020000 sec): 3 clusters
  Score: Raw -7079917.034983 + Penalty 3562.415300 = -7076354.619683
  nChanged 87
		SP:Iteration 70Q (101073.590000 sec): 3 clusters
  Score: Raw -7079940.187057 + Penalty 3562.415300 = -7076377.771757
  nChanged 75
		SP:Iteration 71Q (101074.060000 sec): 3 clusters
  Score: Raw -7079958.908969 + Penalty 3562.415300 = -7076396.493669
  nChanged 76
		SP:Iteration 72Q (101074.560000 sec): 3 clusters
  Score: Raw -7079978.569829 + Penalty 3562.415300 = -7076416.154529
  nChanged 70
		SP:Iteration 73Q (101075.120000 sec): 3 clusters
  Score: Raw -7079998.267011 + Penalty 3562.415300 = -7076435.851711
  nChanged 80
		SP:Iteration 74Q (101075.660000 sec): 3 clusters
  Score: Raw -7080019.635417 + Penalty 3562.415300 = -7076457.220117
  nChanged 63
		SP:Iteration 75Q (101076.200000 sec): 3 clusters
  Score: Raw -7080035.172066 + Penalty 3562.415300 = -7076472.756766
  nChanged 55
		SP:Iteration 76Q (101076.660000 sec): 3 clusters
  Score: Raw -7080047.203311 + Penalty 3562.415300 = -7076484.788011
  nChanged 51
		SP:Iteration 77Q (101077.160000 sec): 3 clusters
  Score: Raw -7080057.213500 + Penalty 3562.415300 = -7076494.798200
  nChanged 41
		SP:Iteration 78Q (101077.650000 sec): 3 clusters
  Score: Raw -7080065.559933 + Penalty 3562.415300 = -7076503.144633
  nChanged 42
		SP:Iteration 79Q (101078.240000 sec): 3 clusters
  Score: Raw -7080075.360375 + Penalty 3562.415300 = -7076512.945075
  nChanged 46
		SP:Iteration 80F (101078.760000 sec): 3 clusters
  Score: Raw -7080087.458674 + Penalty 3562.415300 = -7076525.043374
  nChanged 40
		SP:Iteration 81Q (101079.320000 sec): 3 clusters
  Score: Raw -7080098.062521 + Penalty 3562.415300 = -7076535.647221
  nChanged 36
		SP:Iteration 82Q (101079.770000 sec): 3 clusters
  Score: Raw -7080107.109754 + Penalty 3562.415300 = -7076544.694454
  nChanged 37
		SP:Iteration 83Q (101080.240000 sec): 3 clusters
  Score: Raw -7080116.265966 + Penalty 3562.415300 = -7076553.850666
  nChanged 43
		SP:Iteration 84Q (101080.790000 sec): 3 clusters
  Score: Raw -7080126.799089 + Penalty 3562.415300 = -7076564.383789
  nChanged 36
		SP:Iteration 85Q (101081.270000 sec): 3 clusters
  Score: Raw -7080135.462739 + Penalty 3562.415300 = -7076573.047439
  nChanged 25
		SP:Iteration 86Q (101081.750000 sec): 3 clusters
  Score: Raw -7080142.152399 + Penalty 3562.415300 = -7076579.737098
  nChanged 27
		SP:Iteration 87Q (101082.160000 sec): 3 clusters
  Score: Raw -7080147.781758 + Penalty 3562.415300 = -7076585.366458
  nChanged 26
		SP:Iteration 88Q (101082.600000 sec): 3 clusters
  Score: Raw -7080154.219450 + Penalty 3562.415300 = -7076591.804150
  nChanged 28
		SP:Iteration 89Q (101083.090000 sec): 3 clusters
  Score: Raw -7080160.184258 + Penalty 3562.415300 = -7076597.768958
  nChanged 19
		SP:Iteration 90Q (101083.590000 sec): 3 clusters
  Score: Raw -7080164.056290 + Penalty 3562.415300 = -7076601.640990
  nChanged 14
		SP:Iteration 91Q (101084.010000 sec): 3 clusters
  Score: Raw -7080166.679877 + Penalty 3562.415300 = -7076604.264577
  nChanged 12
		SP:Iteration 92Q (101084.480000 sec): 3 clusters
  Score: Raw -7080169.366176 + Penalty 3562.415300 = -7076606.950876
  nChanged 11
		SP:Iteration 93Q (101084.910000 sec): 3 clusters
  Score: Raw -7080171.515650 + Penalty 3562.415300 = -7076609.100350
  nChanged 9
		SP:Iteration 94Q (101085.480000 sec): 3 clusters
  Score: Raw -7080173.234577 + Penalty 3562.415300 = -7076610.819277
  nChanged 13
		SP:Iteration 95Q (101085.960000 sec): 3 clusters
  Score: Raw -7080175.626360 + Penalty 3562.415300 = -7076613.211060
  nChanged 11
		SP:Iteration 96Q (101086.450000 sec): 3 clusters
  Score: Raw -7080177.416612 + Penalty 3562.415300 = -7076615.001311
  nChanged 6
		SP:Iteration 97Q (101086.910000 sec): 3 clusters
  Score: Raw -7080178.150311 + Penalty 3562.415300 = -7076615.735011
  nChanged 4
		SP:Iteration 98Q (101087.360000 sec): 3 clusters
  Score: Raw -7080178.789267 + Penalty 3562.415300 = -7076616.373967
  nChanged 5
		SP:Iteration 99Q (101087.820000 sec): 3 clusters
  Score: Raw -7080179.463546 + Penalty 3562.415300 = -7076617.048246
  nChanged 2
		SP:Iteration 100F (101088.230000 sec): 3 clusters
  Score: Raw -7080179.596649 + Penalty 3562.415300 = -7076617.181349
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101088.340000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101088.530000 sec): 3 clusters
  Score: Raw -41230.480166 + Penalty 1910.264129 = -39320.216037
  nChanged 69
		SP:Iteration 1F (101088.680000 sec): 3 clusters
  Score: Raw -41364.474404 + Penalty 1910.264129 = -39454.210274
  nChanged 20
		SP:Iteration 2F (101088.860000 sec): 3 clusters
  Score: Raw -41407.387419 + Penalty 1910.264129 = -39497.123289
  nChanged 10
		SP:Iteration 3Q (101088.990000 sec): 3 clusters
  Score: Raw -41432.780435 + Penalty 1910.264129 = -39522.516306
  nChanged 4
		SP:Iteration 4Q (101089.160000 sec): 3 clusters
  Score: Raw -41440.516917 + Penalty 1910.264129 = -39530.252788
  nChanged 5
		SP:Iteration 5Q (101089.370000 sec): 3 clusters
  Score: Raw -41446.926985 + Penalty 1910.264129 = -39536.662856
  nChanged 3
		SP:Iteration 6Q (101089.520000 sec): 3 clusters
  Score: Raw -41455.963259 + Penalty 1910.264129 = -39545.699130
  nChanged 2
		SP:Iteration 7Q (101089.660000 sec): 3 clusters
  Score: Raw -41459.891928 + Penalty 1910.264129 = -39549.627798
  nChanged 1
		SP:Iteration 8Q (101089.790000 sec): 3 clusters
  Score: Raw -41461.225691 + Penalty 1910.264129 = -39550.961562
  nChanged 0
		SP:Iteration 9F (101089.950000 sec): 3 clusters
  Score: Raw -41461.225691 + Penalty 1910.264129 = -39550.961562
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (9508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101090.100000 sec): 2 clusters
  Score: Raw -1157841.192509 + Penalty 1488.481935 = -1156352.710574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101090.380000 sec): 3 clusters
  Score: Raw -1152528.882415 + Penalty 2976.963869 = -1149551.918545
  nChanged 4053
		SP:Iteration 1F (101090.540000 sec): 3 clusters
  Score: Raw -1154797.529291 + Penalty 2976.963869 = -1151820.565422
  nChanged 596
		SP:Iteration 2F (101090.730000 sec): 3 clusters
  Score: Raw -1155062.979529 + Penalty 2976.963869 = -1152086.015660
  nChanged 496
		SP:Iteration 3F (101090.910000 sec): 3 clusters
  Score: Raw -1155290.633532 + Penalty 2976.963869 = -1152313.669663
  nChanged 453
		SP:Iteration 4Q (101091.140000 sec): 3 clusters
  Score: Raw -1155514.751015 + Penalty 2976.963869 = -1152537.787145
  nChanged 431
		SP:Iteration 5Q (101091.390000 sec): 3 clusters
  Score: Raw -1155726.190498 + Penalty 2976.963869 = -1152749.226628
  nChanged 381
		SP:Iteration 6Q (101091.580000 sec): 3 clusters
  Score: Raw -1155924.024275 + Penalty 2976.963869 = -1152947.060406
  nChanged 362
		SP:Iteration 7Q (101091.780000 sec): 3 clusters
  Score: Raw -1156109.258294 + Penalty 2976.963869 = -1153132.294425
  nChanged 341
		SP:Iteration 8Q (101091.960000 sec): 3 clusters
  Score: Raw -1156289.803066 + Penalty 2976.963869 = -1153312.839197
  nChanged 330
		SP:Iteration 9Q (101092.140000 sec): 3 clusters
  Score: Raw -1156450.232499 + Penalty 2976.963869 = -1153473.268630
  nChanged 295
		SP:Iteration 10Q (101092.390000 sec): 3 clusters
  Score: Raw -1156595.432217 + Penalty 2976.963869 = -1153618.468347
  nChanged 257
		SP:Iteration 11Q (101092.680000 sec): 3 clusters
  Score: Raw -1156720.385010 + Penalty 2976.963869 = -1153743.421141
  nChanged 247
		SP:Iteration 12Q (101092.840000 sec): 3 clusters
  Score: Raw -1156845.679939 + Penalty 2976.963869 = -1153868.716070
  nChanged 243
		SP:Iteration 13Q (101093.090000 sec): 3 clusters
  Score: Raw -1156963.935935 + Penalty 2976.963869 = -1153986.972066
  nChanged 204
		SP:Iteration 14Q (101093.340000 sec): 3 clusters
  Score: Raw -1157052.375733 + Penalty 2976.963869 = -1154075.411864
  nChanged 184
		SP:Iteration 15Q (101093.580000 sec): 3 clusters
  Score: Raw -1157123.662115 + Penalty 2976.963869 = -1154146.698246
  nChanged 143
		SP:Iteration 16Q (101093.840000 sec): 3 clusters
  Score: Raw -1157175.179706 + Penalty 2976.963869 = -1154198.215837
  nChanged 125
		SP:Iteration 17Q (101094.040000 sec): 3 clusters
  Score: Raw -1157215.669360 + Penalty 2976.963869 = -1154238.705490
  nChanged 106
		SP:Iteration 18Q (101094.320000 sec): 3 clusters
  Score: Raw -1157250.036132 + Penalty 2976.963869 = -1154273.072263
  nChanged 109
		SP:Iteration 19Q (101094.560000 sec): 3 clusters
  Score: Raw -1157289.024192 + Penalty 2976.963869 = -1154312.060322
  nChanged 102
		SP:Iteration 20F (101094.760000 sec): 3 clusters
  Score: Raw -1157325.635047 + Penalty 2976.963869 = -1154348.671178
  nChanged 104
		SP:Iteration 21Q (101094.940000 sec): 3 clusters
  Score: Raw -1157362.257790 + Penalty 2976.963869 = -1154385.293921
  nChanged 90
		SP:Iteration 22Q (101095.130000 sec): 3 clusters
  Score: Raw -1157392.832891 + Penalty 2976.963869 = -1154415.869021
  nChanged 81
		SP:Iteration 23Q (101095.340000 sec): 3 clusters
  Score: Raw -1157421.525143 + Penalty 2976.963869 = -1154444.561274
  nChanged 75
		SP:Iteration 24Q (101095.540000 sec): 3 clusters
  Score: Raw -1157448.525273 + Penalty 2976.963869 = -1154471.561404
  nChanged 73
		SP:Iteration 25Q (101095.840000 sec): 3 clusters
  Score: Raw -1157475.150840 + Penalty 2976.963869 = -1154498.186971
  nChanged 84
		SP:Iteration 26Q (101096.060000 sec): 3 clusters
  Score: Raw -1157504.467761 + Penalty 2976.963869 = -1154527.503892
  nChanged 74
		SP:Iteration 27Q (101096.280000 sec): 3 clusters
  Score: Raw -1157532.981365 + Penalty 2976.963869 = -1154556.017495
  nChanged 74
		SP:Iteration 28Q (101096.520000 sec): 3 clusters
  Score: Raw -1157567.216068 + Penalty 2976.963869 = -1154590.252198
  nChanged 86
		SP:Iteration 29Q (101096.730000 sec): 3 clusters
  Score: Raw -1157601.781510 + Penalty 2976.963869 = -1154624.817641
  nChanged 71
		SP:Iteration 30Q (101096.940000 sec): 3 clusters
  Score: Raw -1157633.760444 + Penalty 2976.963869 = -1154656.796574
  nChanged 81
		SP:Iteration 31Q (101097.110000 sec): 3 clusters
  Score: Raw -1157673.937105 + Penalty 2976.963869 = -1154696.973236
  nChanged 81
		SP:Iteration 32Q (101097.400000 sec): 3 clusters
  Score: Raw -1157713.384578 + Penalty 2976.963869 = -1154736.420709
  nChanged 79
		SP:Iteration 33Q (101097.630000 sec): 3 clusters
  Score: Raw -1157749.524499 + Penalty 2976.963869 = -1154772.560629
  nChanged 63
		SP:Iteration 34Q (101097.960000 sec): 3 clusters
  Score: Raw -1157776.324302 + Penalty 2976.963869 = -1154799.360433
  nChanged 57
		SP:Iteration 35Q (101098.190000 sec): 3 clusters
  Score: Raw -1157798.372762 + Penalty 2976.963869 = -1154821.408893
  nChanged 41
		SP:Iteration 36Q (101098.450000 sec): 3 clusters
  Score: Raw -1157814.758588 + Penalty 2976.963869 = -1154837.794718
  nChanged 38
		SP:Iteration 37Q (101098.690000 sec): 3 clusters
  Score: Raw -1157831.112064 + Penalty 2976.963869 = -1154854.148195
  nChanged 38
		SP:Iteration 38Q (101098.960000 sec): 3 clusters
  Score: Raw -1157848.685636 + Penalty 2976.963869 = -1154871.721767
  nChanged 29
		SP:Iteration 39Q (101099.140000 sec): 3 clusters
  Score: Raw -1157863.438296 + Penalty 2976.963869 = -1154886.474426
  nChanged 27
		SP:Iteration 40F (101099.310000 sec): 3 clusters
  Score: Raw -1157876.369486 + Penalty 2976.963869 = -1154899.405617
  nChanged 25
		SP:Iteration 41Q (101099.480000 sec): 3 clusters
  Score: Raw -1157889.595334 + Penalty 2976.963869 = -1154912.631465
  nChanged 31
		SP:Iteration 42Q (101099.660000 sec): 3 clusters
  Score: Raw -1157908.556469 + Penalty 2976.963869 = -1154931.592600
  nChanged 28
		SP:Iteration 43Q (101099.830000 sec): 3 clusters
  Score: Raw -1157923.054466 + Penalty 2976.963869 = -1154946.090597
  nChanged 19
		SP:Iteration 44Q (101100.000000 sec): 3 clusters
  Score: Raw -1157932.135996 + Penalty 2976.963869 = -1154955.172127
  nChanged 14
		SP:Iteration 45Q (101100.180000 sec): 3 clusters
  Score: Raw -1157940.186498 + Penalty 2976.963869 = -1154963.222629
  nChanged 18
		SP:Iteration 46Q (101100.400000 sec): 3 clusters
  Score: Raw -1157950.473853 + Penalty 2976.963869 = -1154973.509984
  nChanged 21
		SP:Iteration 47Q (101100.660000 sec): 3 clusters
  Score: Raw -1157959.632499 + Penalty 2976.963869 = -1154982.668629
  nChanged 18
		SP:Iteration 48Q (101100.850000 sec): 3 clusters
  Score: Raw -1157967.782302 + Penalty 2976.963869 = -1154990.818433
  nChanged 9
		SP:Iteration 49Q (101101.080000 sec): 3 clusters
  Score: Raw -1157970.936335 + Penalty 2976.963869 = -1154993.972466
  nChanged 6
		SP:Iteration 50Q (101101.290000 sec): 3 clusters
  Score: Raw -1157973.748826 + Penalty 2976.963869 = -1154996.784957
  nChanged 9
		SP:Iteration 51Q (101101.530000 sec): 3 clusters
  Score: Raw -1157979.456628 + Penalty 2976.963869 = -1155002.492759
  nChanged 9
		SP:Iteration 52Q (101101.700000 sec): 3 clusters
  Score: Raw -1157982.918170 + Penalty 2976.963869 = -1155005.954301
  nChanged 9
		SP:Iteration 53Q (101101.940000 sec): 3 clusters
  Score: Raw -1157987.538641 + Penalty 2976.963869 = -1155010.574771
  nChanged 7
		SP:Iteration 54Q (101102.160000 sec): 3 clusters
  Score: Raw -1157992.023296 + Penalty 2976.963869 = -1155015.059427
  nChanged 15
		SP:Iteration 55Q (101102.340000 sec): 3 clusters
  Score: Raw -1157999.273025 + Penalty 2976.963869 = -1155022.309156
  nChanged 11
		SP:Iteration 56Q (101102.550000 sec): 3 clusters
  Score: Raw -1158003.840735 + Penalty 2976.963869 = -1155026.876866
  nChanged 7
		SP:Iteration 57Q (101102.770000 sec): 3 clusters
  Score: Raw -1158006.364681 + Penalty 2976.963869 = -1155029.400812
  nChanged 4
		SP:Iteration 58Q (101103.100000 sec): 3 clusters
  Score: Raw -1158007.305494 + Penalty 2976.963869 = -1155030.341625
  nChanged 6
		SP:Iteration 59Q (101103.290000 sec): 3 clusters
  Score: Raw -1158009.529648 + Penalty 2976.963869 = -1155032.565779
  nChanged 5
		SP:Iteration 60F (101103.510000 sec): 3 clusters
  Score: Raw -1158011.685991 + Penalty 2976.963869 = -1155034.722122
  nChanged 2
		SP:Iteration 61Q (101103.820000 sec): 3 clusters
  Score: Raw -1158012.636045 + Penalty 2976.963869 = -1155035.672176
  nChanged 1
		SP:Iteration 62Q (101104.040000 sec): 3 clusters
  Score: Raw -1158013.160210 + Penalty 2976.963869 = -1155036.196341
  nChanged 2
		SP:Iteration 63Q (101104.320000 sec): 3 clusters
  Score: Raw -1158013.788711 + Penalty 2976.963869 = -1155036.824841
  nChanged 1
		SP:Iteration 64Q (101104.540000 sec): 3 clusters
  Score: Raw -1158014.008888 + Penalty 2976.963869 = -1155037.045018
  nChanged 2
		SP:Iteration 65Q (101104.770000 sec): 3 clusters
  Score: Raw -1158014.607444 + Penalty 2976.963869 = -1155037.643575
  nChanged 2
		SP:Iteration 66Q (101105.000000 sec): 3 clusters
  Score: Raw -1158015.829495 + Penalty 2976.963869 = -1155038.865626
  nChanged 5
		SP:Iteration 67Q (101105.200000 sec): 3 clusters
  Score: Raw -1158018.245584 + Penalty 2976.963869 = -1155041.281715
  nChanged 1
		SP:Iteration 68Q (101105.400000 sec): 3 clusters
  Score: Raw -1158018.888906 + Penalty 2976.963869 = -1155041.925037
  nChanged 1
		SP:Iteration 69Q (101105.540000 sec): 3 clusters
  Score: Raw -1158019.335856 + Penalty 2976.963869 = -1155042.371987
  nChanged 1
		SP:Iteration 70Q (101105.780000 sec): 3 clusters
  Score: Raw -1158020.056562 + Penalty 2976.963869 = -1155043.092693
  nChanged 3
		SP:Iteration 71Q (101105.980000 sec): 3 clusters
  Score: Raw -1158022.056246 + Penalty 2976.963869 = -1155045.092376
  nChanged 1
		SP:Iteration 72Q (101106.210000 sec): 3 clusters
  Score: Raw -1158022.691834 + Penalty 2976.963869 = -1155045.727965
  nChanged 2
		SP:Iteration 73Q (101106.410000 sec): 3 clusters
  Score: Raw -1158023.364500 + Penalty 2976.963869 = -1155046.400631
  nChanged 2
		SP:Iteration 74Q (101106.610000 sec): 3 clusters
  Score: Raw -1158023.926232 + Penalty 2976.963869 = -1155046.962363
  nChanged 0
		SP:Iteration 75F (101106.830000 sec): 3 clusters
  Score: Raw -1158023.926232 + Penalty 2976.963869 = -1155046.962363
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101107.000000 sec): 2 clusters
  Score: Raw -854121.075572 + Penalty 1445.294767 = -852675.780806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101107.240000 sec): 3 clusters
  Score: Raw -850198.664549 + Penalty 2890.589533 = -847308.075016
  nChanged 3068
		SP:Iteration 1F (101107.420000 sec): 3 clusters
  Score: Raw -851888.237813 + Penalty 2890.589533 = -848997.648280
  nChanged 533
		SP:Iteration 2F (101107.660000 sec): 3 clusters
  Score: Raw -852181.185023 + Penalty 2890.589533 = -849290.595490
  nChanged 460
		SP:Iteration 3F (101107.820000 sec): 3 clusters
  Score: Raw -852450.107860 + Penalty 2890.589533 = -849559.518327
  nChanged 424
		SP:Iteration 4F (101108.030000 sec): 3 clusters
  Score: Raw -852733.525185 + Penalty 2890.589533 = -849842.935651
  nChanged 442
		SP:Iteration 5F (101108.230000 sec): 3 clusters
  Score: Raw -853047.008232 + Penalty 2890.589533 = -850156.418699
  nChanged 407
		SP:Iteration 6F (101108.420000 sec): 3 clusters
  Score: Raw -853344.759157 + Penalty 2890.589533 = -850454.169624
  nChanged 357
		SP:Iteration 7Q (101108.630000 sec): 3 clusters
  Score: Raw -853603.173278 + Penalty 2890.589533 = -850712.583744
  nChanged 252
		SP:Iteration 8Q (101108.790000 sec): 3 clusters
  Score: Raw -853791.873864 + Penalty 2890.589533 = -850901.284331
  nChanged 183
		SP:Iteration 9Q (101109.010000 sec): 3 clusters
  Score: Raw -853947.542342 + Penalty 2890.589533 = -851056.952808
  nChanged 146
		SP:Iteration 10Q (101109.210000 sec): 3 clusters
  Score: Raw -854078.218717 + Penalty 2890.589533 = -851187.629183
  nChanged 111
		SP:Iteration 11Q (101109.400000 sec): 3 clusters
  Score: Raw -854174.460690 + Penalty 2890.589533 = -851283.871157
  nChanged 82
		SP:Iteration 12Q (101109.600000 sec): 3 clusters
  Score: Raw -854235.941620 + Penalty 2890.589533 = -851345.352087
  nChanged 52
		SP:Iteration 13Q (101109.830000 sec): 3 clusters
  Score: Raw -854268.307012 + Penalty 2890.589533 = -851377.717478
  nChanged 32
		SP:Iteration 14Q (101110.040000 sec): 3 clusters
  Score: Raw -854288.041797 + Penalty 2890.589533 = -851397.452263
  nChanged 20
		SP:Iteration 15Q (101110.220000 sec): 3 clusters
  Score: Raw -854297.381324 + Penalty 2890.589533 = -851406.791791
  nChanged 10
		SP:Iteration 16Q (101110.430000 sec): 3 clusters
  Score: Raw -854302.349088 + Penalty 2890.589533 = -851411.759554
  nChanged 6
		SP:Iteration 17Q (101110.630000 sec): 3 clusters
  Score: Raw -854305.483879 + Penalty 2890.589533 = -851414.894346
  nChanged 7
		SP:Iteration 18Q (101110.850000 sec): 3 clusters
  Score: Raw -854308.252034 + Penalty 2890.589533 = -851417.662501
  nChanged 6
		SP:Iteration 19Q (101111.050000 sec): 3 clusters
  Score: Raw -854310.187984 + Penalty 2890.589533 = -851419.598451
  nChanged 4
		SP:Iteration 20F (101111.280000 sec): 3 clusters
  Score: Raw -854311.532247 + Penalty 2890.589533 = -851420.942713
  nChanged 4
		SP:Iteration 21Q (101111.470000 sec): 3 clusters
  Score: Raw -854314.167814 + Penalty 2890.589533 = -851423.578281
  nChanged 6
		SP:Iteration 22Q (101111.690000 sec): 3 clusters
  Score: Raw -854318.735367 + Penalty 2890.589533 = -851428.145834
  nChanged 12
		SP:Iteration 23Q (101111.930000 sec): 3 clusters
  Score: Raw -854324.281016 + Penalty 2890.589533 = -851433.691483
  nChanged 12
		SP:Iteration 24Q (101112.130000 sec): 3 clusters
  Score: Raw -854330.669228 + Penalty 2890.589533 = -851440.079694
  nChanged 12
		SP:Iteration 25Q (101112.310000 sec): 3 clusters
  Score: Raw -854337.058383 + Penalty 2890.589533 = -851446.468849
  nChanged 7
		SP:Iteration 26Q (101112.510000 sec): 3 clusters
  Score: Raw -854341.971443 + Penalty 2890.589533 = -851451.381909
  nChanged 7
		SP:Iteration 27Q (101112.730000 sec): 3 clusters
  Score: Raw -854347.275666 + Penalty 2890.589533 = -851456.686132
  nChanged 9
		SP:Iteration 28Q (101112.930000 sec): 3 clusters
  Score: Raw -854351.885298 + Penalty 2890.589533 = -851461.295764
  nChanged 8
		SP:Iteration 29Q (101113.100000 sec): 3 clusters
  Score: Raw -854355.420361 + Penalty 2890.589533 = -851464.830827
  nChanged 6
		SP:Iteration 30Q (101113.330000 sec): 3 clusters
  Score: Raw -854360.476496 + Penalty 2890.589533 = -851469.886962
  nChanged 11
		SP:Iteration 31Q (101113.520000 sec): 3 clusters
  Score: Raw -854368.681958 + Penalty 2890.589533 = -851478.092424
  nChanged 6
		SP:Iteration 32Q (101113.710000 sec): 3 clusters
  Score: Raw -854372.290554 + Penalty 2890.589533 = -851481.701020
  nChanged 3
		SP:Iteration 33Q (101113.850000 sec): 3 clusters
  Score: Raw -854374.142028 + Penalty 2890.589533 = -851483.552495
  nChanged 5
		SP:Iteration 34Q (101114.010000 sec): 3 clusters
  Score: Raw -854376.431183 + Penalty 2890.589533 = -851485.841649
  nChanged 2
		SP:Iteration 35Q (101114.210000 sec): 3 clusters
  Score: Raw -854377.244593 + Penalty 2890.589533 = -851486.655060
  nChanged 0
		SP:Iteration 36F (101114.490000 sec): 3 clusters
  Score: Raw -854377.244593 + Penalty 2890.589533 = -851486.655060
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101114.620000 sec): 2 clusters
  Score: Raw -937163.154224 + Penalty 1486.192801 = -935676.961423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101114.820000 sec): 3 clusters
  Score: Raw -931909.943113 + Penalty 2972.385602 = -928937.557511
  nChanged 4015
		SP:Iteration 1F (101115.030000 sec): 3 clusters
  Score: Raw -933961.400731 + Penalty 2972.385602 = -930989.015129
  nChanged 545
		SP:Iteration 2F (101115.360000 sec): 3 clusters
  Score: Raw -934240.140884 + Penalty 2972.385602 = -931267.755282
  nChanged 550
		SP:Iteration 3F (101115.600000 sec): 3 clusters
  Score: Raw -934544.478814 + Penalty 2972.385602 = -931572.093212
  nChanged 512
		SP:Iteration 4F (101115.830000 sec): 3 clusters
  Score: Raw -934843.511682 + Penalty 2972.385602 = -931871.126081
  nChanged 512
		SP:Iteration 5F (101116.060000 sec): 3 clusters
  Score: Raw -935149.899201 + Penalty 2972.385602 = -932177.513600
  nChanged 491
		SP:Iteration 6F (101116.270000 sec): 3 clusters
  Score: Raw -935487.784745 + Penalty 2972.385602 = -932515.399144
  nChanged 474
		SP:Iteration 7F (101116.570000 sec): 3 clusters
  Score: Raw -935881.215922 + Penalty 2972.385602 = -932908.830320
  nChanged 451
		SP:Iteration 8Q (101116.820000 sec): 3 clusters
  Score: Raw -936238.269619 + Penalty 2972.385602 = -933265.884017
  nChanged 383
		SP:Iteration 9Q (101117.010000 sec): 3 clusters
  Score: Raw -936508.463294 + Penalty 2972.385602 = -933536.077693
  nChanged 298
		SP:Iteration 10Q (101117.240000 sec): 3 clusters
  Score: Raw -936709.875215 + Penalty 2972.385602 = -933737.489613
  nChanged 237
		SP:Iteration 11Q (101117.450000 sec): 3 clusters
  Score: Raw -936879.975195 + Penalty 2972.385602 = -933907.589593
  nChanged 186
		SP:Iteration 12Q (101117.680000 sec): 3 clusters
  Score: Raw -936985.197766 + Penalty 2972.385602 = -934012.812164
  nChanged 150
		SP:Iteration 13Q (101117.890000 sec): 3 clusters
  Score: Raw -937071.729837 + Penalty 2972.385602 = -934099.344236
  nChanged 117
		SP:Iteration 14Q (101118.070000 sec): 3 clusters
  Score: Raw -937130.902511 + Penalty 2972.385602 = -934158.516910
  nChanged 98
		SP:Iteration 15Q (101118.320000 sec): 3 clusters
  Score: Raw -937182.142988 + Penalty 2972.385602 = -934209.757387
  nChanged 85
		SP:Iteration 16Q (101118.550000 sec): 3 clusters
  Score: Raw -937226.309344 + Penalty 2972.385602 = -934253.923743
  nChanged 72
		SP:Iteration 17Q (101118.750000 sec): 3 clusters
  Score: Raw -937266.570764 + Penalty 2972.385602 = -934294.185163
  nChanged 64
		SP:Iteration 18Q (101119.020000 sec): 3 clusters
  Score: Raw -937301.300274 + Penalty 2972.385602 = -934328.914672
  nChanged 43
		SP:Iteration 19Q (101119.300000 sec): 3 clusters
  Score: Raw -937324.245253 + Penalty 2972.385602 = -934351.859652
  nChanged 42
		SP:Iteration 20F (101119.540000 sec): 3 clusters
  Score: Raw -937343.022688 + Penalty 2972.385602 = -934370.637086
  nChanged 37
		SP:Iteration 21Q (101119.730000 sec): 3 clusters
  Score: Raw -937358.495104 + Penalty 2972.385602 = -934386.109503
  nChanged 38
		SP:Iteration 22Q (101119.920000 sec): 3 clusters
  Score: Raw -937378.655531 + Penalty 2972.385602 = -934406.269930
  nChanged 34
		SP:Iteration 23Q (101120.120000 sec): 3 clusters
  Score: Raw -937395.895868 + Penalty 2972.385602 = -934423.510267
  nChanged 33
		SP:Iteration 24Q (101120.320000 sec): 3 clusters
  Score: Raw -937412.000441 + Penalty 2972.385602 = -934439.614840
  nChanged 23
		SP:Iteration 25Q (101120.540000 sec): 3 clusters
  Score: Raw -937427.342705 + Penalty 2972.385602 = -934454.957103
  nChanged 19
		SP:Iteration 26Q (101120.700000 sec): 3 clusters
  Score: Raw -937436.644393 + Penalty 2972.385602 = -934464.258791
  nChanged 15
		SP:Iteration 27Q (101120.900000 sec): 3 clusters
  Score: Raw -937442.159050 + Penalty 2972.385602 = -934469.773448
  nChanged 10
		SP:Iteration 28Q (101121.110000 sec): 3 clusters
  Score: Raw -937446.122555 + Penalty 2972.385602 = -934473.736953
  nChanged 8
		SP:Iteration 29Q (101121.270000 sec): 3 clusters
  Score: Raw -937449.266738 + Penalty 2972.385602 = -934476.881137
  nChanged 7
		SP:Iteration 30Q (101121.510000 sec): 3 clusters
  Score: Raw -937451.081285 + Penalty 2972.385602 = -934478.695683
  nChanged 6
		SP:Iteration 31Q (101121.770000 sec): 3 clusters
  Score: Raw -937452.863890 + Penalty 2972.385602 = -934480.478289
  nChanged 6
		SP:Iteration 32Q (101122.010000 sec): 3 clusters
  Score: Raw -937455.310635 + Penalty 2972.385602 = -934482.925034
  nChanged 4
		SP:Iteration 33Q (101122.270000 sec): 3 clusters
  Score: Raw -937457.019189 + Penalty 2972.385602 = -934484.633588
  nChanged 5
		SP:Iteration 34Q (101122.530000 sec): 3 clusters
  Score: Raw -937458.541490 + Penalty 2972.385602 = -934486.155889
  nChanged 5
		SP:Iteration 35Q (101122.770000 sec): 3 clusters
  Score: Raw -937460.719124 + Penalty 2972.385602 = -934488.333522
  nChanged 2
		SP:Iteration 36Q (101122.970000 sec): 3 clusters
  Score: Raw -937461.449180 + Penalty 2972.385602 = -934489.063578
  nChanged 4
		SP:Iteration 37Q (101123.250000 sec): 3 clusters
  Score: Raw -937462.892150 + Penalty 2972.385602 = -934490.506549
  nChanged 4
		SP:Iteration 38Q (101123.500000 sec): 3 clusters
  Score: Raw -937463.757958 + Penalty 2972.385602 = -934491.372356
  nChanged 1
		SP:Iteration 39Q (101123.790000 sec): 3 clusters
  Score: Raw -937464.079503 + Penalty 2972.385602 = -934491.693901
  nChanged 2
		SP:Iteration 40F (101124.040000 sec): 3 clusters
  Score: Raw -937465.229587 + Penalty 2972.385602 = -934492.843985
  nChanged 2
		SP:Iteration 41Q (101124.230000 sec): 3 clusters
  Score: Raw -937466.832026 + Penalty 2972.385602 = -934494.446424
  nChanged 0
		SP:Iteration 42F (101124.530000 sec): 3 clusters
  Score: Raw -937466.832026 + Penalty 2972.385602 = -934494.446424
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101124.830000 sec): 2 clusters
  Score: Raw -4352760.539860 + Penalty 1719.629104 = -4351040.910756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101125.230000 sec): 3 clusters
  Score: Raw -4328032.370768 + Penalty 3439.258208 = -4324593.112560
  nChanged 18373
		SP:Iteration 1F (101125.740000 sec): 3 clusters
  Score: Raw -4338614.645399 + Penalty 3439.258208 = -4335175.387191
  nChanged 1888
		SP:Iteration 2Q (101126.120000 sec): 3 clusters
  Score: Raw -4339387.043776 + Penalty 3439.258208 = -4335947.785568
  nChanged 1974
		SP:Iteration 3F (101126.640000 sec): 3 clusters
  Score: Raw -4340279.682404 + Penalty 3439.258208 = -4336840.424196
  nChanged 2181
		SP:Iteration 4F (101127.020000 sec): 3 clusters
  Score: Raw -4341303.887101 + Penalty 3439.258208 = -4337864.628893
  nChanged 2156
		SP:Iteration 5F (101127.410000 sec): 3 clusters
  Score: Raw -4342336.178102 + Penalty 3439.258208 = -4338896.919894
  nChanged 2173
		SP:Iteration 6F (101127.830000 sec): 3 clusters
  Score: Raw -4343449.978522 + Penalty 3439.258208 = -4340010.720314
  nChanged 2070
		SP:Iteration 7F (101128.280000 sec): 3 clusters
  Score: Raw -4344544.692001 + Penalty 3439.258208 = -4341105.433793
  nChanged 1989
		SP:Iteration 8F (101128.700000 sec): 3 clusters
  Score: Raw -4345709.135044 + Penalty 3439.258208 = -4342269.876836
  nChanged 1893
		SP:Iteration 9Q (101129.110000 sec): 3 clusters
  Score: Raw -4346919.506510 + Penalty 3439.258208 = -4343480.248302
  nChanged 1705
		SP:Iteration 10Q (101129.510000 sec): 3 clusters
  Score: Raw -4348037.437613 + Penalty 3439.258208 = -4344598.179405
  nChanged 1556
		SP:Iteration 11Q (101129.950000 sec): 3 clusters
  Score: Raw -4349072.187497 + Penalty 3439.258208 = -4345632.929288
  nChanged 1295
		SP:Iteration 12Q (101130.350000 sec): 3 clusters
  Score: Raw -4349889.404286 + Penalty 3439.258208 = -4346450.146078
  nChanged 1016
		SP:Iteration 13Q (101130.740000 sec): 3 clusters
  Score: Raw -4350453.542546 + Penalty 3439.258208 = -4347014.284337
  nChanged 799
		SP:Iteration 14Q (101131.110000 sec): 3 clusters
  Score: Raw -4350843.255014 + Penalty 3439.258208 = -4347403.996806
  nChanged 624
		SP:Iteration 15Q (101131.480000 sec): 3 clusters
  Score: Raw -4351106.680593 + Penalty 3439.258208 = -4347667.422385
  nChanged 517
		SP:Iteration 16Q (101131.830000 sec): 3 clusters
  Score: Raw -4351307.189156 + Penalty 3439.258208 = -4347867.930948
  nChanged 482
		SP:Iteration 17Q (101132.170000 sec): 3 clusters
  Score: Raw -4351482.193280 + Penalty 3439.258208 = -4348042.935072
  nChanged 415
		SP:Iteration 18Q (101132.500000 sec): 3 clusters
  Score: Raw -4351626.142025 + Penalty 3439.258208 = -4348186.883817
  nChanged 388
		SP:Iteration 19Q (101132.870000 sec): 3 clusters
  Score: Raw -4351763.388454 + Penalty 3439.258208 = -4348324.130246
  nChanged 372
		SP:Iteration 20F (101133.260000 sec): 3 clusters
  Score: Raw -4351889.109835 + Penalty 3439.258208 = -4348449.851627
  nChanged 333
		SP:Iteration 21Q (101133.670000 sec): 3 clusters
  Score: Raw -4351999.085514 + Penalty 3439.258208 = -4348559.827306
  nChanged 294
		SP:Iteration 22Q (101134.020000 sec): 3 clusters
  Score: Raw -4352100.669287 + Penalty 3439.258208 = -4348661.411079
  nChanged 294
		SP:Iteration 23Q (101134.360000 sec): 3 clusters
  Score: Raw -4352208.890102 + Penalty 3439.258208 = -4348769.631894
  nChanged 280
		SP:Iteration 24Q (101134.670000 sec): 3 clusters
  Score: Raw -4352297.133354 + Penalty 3439.258208 = -4348857.875146
  nChanged 236
		SP:Iteration 25Q (101134.970000 sec): 3 clusters
  Score: Raw -4352368.095001 + Penalty 3439.258208 = -4348928.836793
  nChanged 243
		SP:Iteration 26Q (101135.340000 sec): 3 clusters
  Score: Raw -4352441.556065 + Penalty 3439.258208 = -4349002.297857
  nChanged 235
		SP:Iteration 27Q (101135.720000 sec): 3 clusters
  Score: Raw -4352517.629289 + Penalty 3439.258208 = -4349078.371080
  nChanged 230
		SP:Iteration 28Q (101136.070000 sec): 3 clusters
  Score: Raw -4352594.594798 + Penalty 3439.258208 = -4349155.336590
  nChanged 215
		SP:Iteration 29Q (101136.450000 sec): 3 clusters
  Score: Raw -4352668.654430 + Penalty 3439.258208 = -4349229.396222
  nChanged 208
		SP:Iteration 30Q (101136.810000 sec): 3 clusters
  Score: Raw -4352742.860210 + Penalty 3439.258208 = -4349303.602002
  nChanged 195
		SP:Iteration 31Q (101137.230000 sec): 3 clusters
  Score: Raw -4352813.919411 + Penalty 3439.258208 = -4349374.661202
  nChanged 186
		SP:Iteration 32Q (101137.580000 sec): 3 clusters
  Score: Raw -4352879.734617 + Penalty 3439.258208 = -4349440.476408
  nChanged 161
		SP:Iteration 33Q (101137.930000 sec): 3 clusters
  Score: Raw -4352936.463880 + Penalty 3439.258208 = -4349497.205672
  nChanged 154
		SP:Iteration 34Q (101138.360000 sec): 3 clusters
  Score: Raw -4352990.522092 + Penalty 3439.258208 = -4349551.263883
  nChanged 133
		SP:Iteration 35Q (101138.710000 sec): 3 clusters
  Score: Raw -4353027.894919 + Penalty 3439.258208 = -4349588.636710
  nChanged 105
		SP:Iteration 36Q (101139.010000 sec): 3 clusters
  Score: Raw -4353059.075700 + Penalty 3439.258208 = -4349619.817491
  nChanged 107
		SP:Iteration 37Q (101139.370000 sec): 3 clusters
  Score: Raw -4353095.877208 + Penalty 3439.258208 = -4349656.619000
  nChanged 113
		SP:Iteration 38Q (101139.700000 sec): 3 clusters
  Score: Raw -4353129.139433 + Penalty 3439.258208 = -4349689.881225
  nChanged 89
		SP:Iteration 39Q (101140.050000 sec): 3 clusters
  Score: Raw -4353159.941687 + Penalty 3439.258208 = -4349720.683479
  nChanged 92
		SP:Iteration 40F (101140.470000 sec): 3 clusters
  Score: Raw -4353190.209928 + Penalty 3439.258208 = -4349750.951720
  nChanged 78
		SP:Iteration 41Q (101140.860000 sec): 3 clusters
  Score: Raw -4353212.877927 + Penalty 3439.258208 = -4349773.619719
  nChanged 65
		SP:Iteration 42Q (101141.220000 sec): 3 clusters
  Score: Raw -4353232.680794 + Penalty 3439.258208 = -4349793.422586
  nChanged 64
		SP:Iteration 43Q (101141.630000 sec): 3 clusters
  Score: Raw -4353252.760084 + Penalty 3439.258208 = -4349813.501876
  nChanged 55
		SP:Iteration 44Q (101141.990000 sec): 3 clusters
  Score: Raw -4353273.469520 + Penalty 3439.258208 = -4349834.211312
  nChanged 54
		SP:Iteration 45Q (101142.330000 sec): 3 clusters
  Score: Raw -4353289.473797 + Penalty 3439.258208 = -4349850.215588
  nChanged 46
		SP:Iteration 46Q (101142.710000 sec): 3 clusters
  Score: Raw -4353302.548415 + Penalty 3439.258208 = -4349863.290206
  nChanged 40
		SP:Iteration 47Q (101143.080000 sec): 3 clusters
  Score: Raw -4353315.755434 + Penalty 3439.258208 = -4349876.497226
  nChanged 40
		SP:Iteration 48Q (101143.440000 sec): 3 clusters
  Score: Raw -4353325.897191 + Penalty 3439.258208 = -4349886.638983
  nChanged 28
		SP:Iteration 49Q (101143.830000 sec): 3 clusters
  Score: Raw -4353331.946171 + Penalty 3439.258208 = -4349892.687963
  nChanged 26
		SP:Iteration 50Q (101144.190000 sec): 3 clusters
  Score: Raw -4353338.308400 + Penalty 3439.258208 = -4349899.050192
  nChanged 21
		SP:Iteration 51Q (101144.620000 sec): 3 clusters
  Score: Raw -4353343.407783 + Penalty 3439.258208 = -4349904.149574
  nChanged 15
		SP:Iteration 52Q (101145.010000 sec): 3 clusters
  Score: Raw -4353348.583739 + Penalty 3439.258208 = -4349909.325531
  nChanged 17
		SP:Iteration 53Q (101145.350000 sec): 3 clusters
  Score: Raw -4353352.380090 + Penalty 3439.258208 = -4349913.121882
  nChanged 18
		SP:Iteration 54Q (101145.820000 sec): 3 clusters
  Score: Raw -4353356.150305 + Penalty 3439.258208 = -4349916.892097
  nChanged 12
		SP:Iteration 55Q (101146.260000 sec): 3 clusters
  Score: Raw -4353358.526400 + Penalty 3439.258208 = -4349919.268191
  nChanged 8
		SP:Iteration 56Q (101146.600000 sec): 3 clusters
  Score: Raw -4353359.995881 + Penalty 3439.258208 = -4349920.737673
  nChanged 1
		SP:Iteration 57Q (101146.990000 sec): 3 clusters
  Score: Raw -4353360.275565 + Penalty 3439.258208 = -4349921.017357
  nChanged 3
		SP:Iteration 58Q (101147.330000 sec): 3 clusters
  Score: Raw -4353360.707205 + Penalty 3439.258208 = -4349921.448996
  nChanged 4
		SP:Iteration 59Q (101147.750000 sec): 3 clusters
  Score: Raw -4353361.272368 + Penalty 3439.258208 = -4349922.014160
  nChanged 1
		SP:Iteration 60F (101148.170000 sec): 3 clusters
  Score: Raw -4353361.417799 + Penalty 3439.258208 = -4349922.159590
  nChanged 1
		SP:Iteration 61Q (101148.570000 sec): 3 clusters
  Score: Raw -4353361.690629 + Penalty 3439.258208 = -4349922.432421
  nChanged 2
		SP:Iteration 62Q (101148.990000 sec): 3 clusters
  Score: Raw -4353362.286718 + Penalty 3439.258208 = -4349923.028510
  nChanged 1
		SP:Iteration 63Q (101149.360000 sec): 3 clusters
  Score: Raw -4353362.369085 + Penalty 3439.258208 = -4349923.110877
  nChanged 0
		SP:Iteration 64F (101149.770000 sec): 3 clusters
  Score: Raw -4353362.369085 + Penalty 3439.258208 = -4349923.110877
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (9905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101149.920000 sec): 2 clusters
  Score: Raw -1083388.004798 + Penalty 1495.129181 = -1081892.875617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101150.160000 sec): 3 clusters
  Score: Raw -1077797.591676 + Penalty 2990.258362 = -1074807.333314
  nChanged 4325
		SP:Iteration 1F (101150.410000 sec): 3 clusters
  Score: Raw -1080265.315141 + Penalty 2990.258362 = -1077275.056779
  nChanged 752
		SP:Iteration 2F (101150.630000 sec): 3 clusters
  Score: Raw -1080687.764508 + Penalty 2990.258362 = -1077697.506147
  nChanged 630
		SP:Iteration 3F (101150.880000 sec): 3 clusters
  Score: Raw -1081039.025094 + Penalty 2990.258362 = -1078048.766732
  nChanged 579
		SP:Iteration 4F (101151.120000 sec): 3 clusters
  Score: Raw -1081383.957621 + Penalty 2990.258362 = -1078393.699260
  nChanged 536
		SP:Iteration 5F (101151.390000 sec): 3 clusters
  Score: Raw -1081698.035896 + Penalty 2990.258362 = -1078707.777534
  nChanged 470
		SP:Iteration 6Q (101151.660000 sec): 3 clusters
  Score: Raw -1081955.682572 + Penalty 2990.258362 = -1078965.424211
  nChanged 393
		SP:Iteration 7Q (101151.930000 sec): 3 clusters
  Score: Raw -1082155.581606 + Penalty 2990.258362 = -1079165.323245
  nChanged 357
		SP:Iteration 8Q (101152.180000 sec): 3 clusters
  Score: Raw -1082339.344310 + Penalty 2990.258362 = -1079349.085948
  nChanged 309
		SP:Iteration 9Q (101152.460000 sec): 3 clusters
  Score: Raw -1082488.816127 + Penalty 2990.258362 = -1079498.557765
  nChanged 275
		SP:Iteration 10Q (101152.680000 sec): 3 clusters
  Score: Raw -1082629.042804 + Penalty 2990.258362 = -1079638.784442
  nChanged 259
		SP:Iteration 11Q (101152.900000 sec): 3 clusters
  Score: Raw -1082749.410009 + Penalty 2990.258362 = -1079759.151648
  nChanged 229
		SP:Iteration 12Q (101153.100000 sec): 3 clusters
  Score: Raw -1082848.662881 + Penalty 2990.258362 = -1079858.404519
  nChanged 189
		SP:Iteration 13Q (101153.330000 sec): 3 clusters
  Score: Raw -1082918.166957 + Penalty 2990.258362 = -1079927.908596
  nChanged 143
		SP:Iteration 14Q (101153.550000 sec): 3 clusters
  Score: Raw -1082965.876790 + Penalty 2990.258362 = -1079975.618428
  nChanged 126
		SP:Iteration 15Q (101153.730000 sec): 3 clusters
  Score: Raw -1082999.186574 + Penalty 2990.258362 = -1080008.928212
  nChanged 78
		SP:Iteration 16Q (101153.960000 sec): 3 clusters
  Score: Raw -1083016.252536 + Penalty 2990.258362 = -1080025.994174
  nChanged 83
		SP:Iteration 17Q (101154.170000 sec): 3 clusters
  Score: Raw -1083038.151430 + Penalty 2990.258362 = -1080047.893068
  nChanged 76
		SP:Iteration 18Q (101154.370000 sec): 3 clusters
  Score: Raw -1083055.875175 + Penalty 2990.258362 = -1080065.616813
  nChanged 67
		SP:Iteration 19Q (101154.550000 sec): 3 clusters
  Score: Raw -1083071.376919 + Penalty 2990.258362 = -1080081.118558
  nChanged 59
		SP:Iteration 20F (101154.780000 sec): 3 clusters
  Score: Raw -1083081.969409 + Penalty 2990.258362 = -1080091.711047
  nChanged 51
		SP:Iteration 21Q (101155.010000 sec): 3 clusters
  Score: Raw -1083093.670395 + Penalty 2990.258362 = -1080103.412033
  nChanged 65
		SP:Iteration 22Q (101155.270000 sec): 3 clusters
  Score: Raw -1083109.953902 + Penalty 2990.258362 = -1080119.695541
  nChanged 60
		SP:Iteration 23Q (101155.490000 sec): 3 clusters
  Score: Raw -1083125.112036 + Penalty 2990.258362 = -1080134.853674
  nChanged 52
		SP:Iteration 24Q (101155.800000 sec): 3 clusters
  Score: Raw -1083137.018338 + Penalty 2990.258362 = -1080146.759976
  nChanged 44
		SP:Iteration 25Q (101156.040000 sec): 3 clusters
  Score: Raw -1083144.303238 + Penalty 2990.258362 = -1080154.044876
  nChanged 35
		SP:Iteration 26Q (101156.340000 sec): 3 clusters
  Score: Raw -1083151.128943 + Penalty 2990.258362 = -1080160.870581
  nChanged 42
		SP:Iteration 27Q (101156.570000 sec): 3 clusters
  Score: Raw -1083159.947069 + Penalty 2990.258362 = -1080169.688707
  nChanged 42
		SP:Iteration 28Q (101156.800000 sec): 3 clusters
  Score: Raw -1083168.789828 + Penalty 2990.258362 = -1080178.531466
  nChanged 49
		SP:Iteration 29Q (101157.060000 sec): 3 clusters
  Score: Raw -1083181.593021 + Penalty 2990.258362 = -1080191.334659
  nChanged 56
		SP:Iteration 30Q (101157.280000 sec): 3 clusters
  Score: Raw -1083196.458530 + Penalty 2990.258362 = -1080206.200168
  nChanged 61
		SP:Iteration 31Q (101157.550000 sec): 3 clusters
  Score: Raw -1083213.405244 + Penalty 2990.258362 = -1080223.146882
  nChanged 74
		SP:Iteration 32Q (101157.790000 sec): 3 clusters
  Score: Raw -1083235.828735 + Penalty 2990.258362 = -1080245.570373
  nChanged 74
		SP:Iteration 33Q (101158.020000 sec): 3 clusters
  Score: Raw -1083254.641840 + Penalty 2990.258362 = -1080264.383478
  nChanged 68
		SP:Iteration 34Q (101158.300000 sec): 3 clusters
  Score: Raw -1083269.065357 + Penalty 2990.258362 = -1080278.806995
  nChanged 68
		SP:Iteration 35Q (101158.490000 sec): 3 clusters
  Score: Raw -1083285.992052 + Penalty 2990.258362 = -1080295.733691
  nChanged 76
		SP:Iteration 36Q (101158.740000 sec): 3 clusters
  Score: Raw -1083305.326443 + Penalty 2990.258362 = -1080315.068081
  nChanged 75
		SP:Iteration 37Q (101158.980000 sec): 3 clusters
  Score: Raw -1083329.111031 + Penalty 2990.258362 = -1080338.852670
  nChanged 76
		SP:Iteration 38Q (101159.200000 sec): 3 clusters
  Score: Raw -1083351.679329 + Penalty 2990.258362 = -1080361.420967
  nChanged 77
		SP:Iteration 39Q (101159.450000 sec): 3 clusters
  Score: Raw -1083372.192735 + Penalty 2990.258362 = -1080381.934374
  nChanged 78
		SP:Iteration 40F (101159.700000 sec): 3 clusters
  Score: Raw -1083397.044194 + Penalty 2990.258362 = -1080406.785832
  nChanged 75
		SP:Iteration 41Q (101159.920000 sec): 3 clusters
  Score: Raw -1083419.685998 + Penalty 2990.258362 = -1080429.427636
  nChanged 77
		SP:Iteration 42Q (101160.110000 sec): 3 clusters
  Score: Raw -1083439.155533 + Penalty 2990.258362 = -1080448.897171
  nChanged 63
		SP:Iteration 43Q (101160.360000 sec): 3 clusters
  Score: Raw -1083452.015371 + Penalty 2990.258362 = -1080461.757009
  nChanged 60
		SP:Iteration 44Q (101160.610000 sec): 3 clusters
  Score: Raw -1083464.594408 + Penalty 2990.258362 = -1080474.336046
  nChanged 54
		SP:Iteration 45Q (101160.900000 sec): 3 clusters
  Score: Raw -1083476.558215 + Penalty 2990.258362 = -1080486.299854
  nChanged 48
		SP:Iteration 46Q (101161.110000 sec): 3 clusters
  Score: Raw -1083486.653635 + Penalty 2990.258362 = -1080496.395274
  nChanged 49
		SP:Iteration 47Q (101161.340000 sec): 3 clusters
  Score: Raw -1083497.917456 + Penalty 2990.258362 = -1080507.659094
  nChanged 55
		SP:Iteration 48Q (101161.560000 sec): 3 clusters
  Score: Raw -1083508.920455 + Penalty 2990.258362 = -1080518.662093
  nChanged 53
		SP:Iteration 49Q (101161.840000 sec): 3 clusters
  Score: Raw -1083517.518894 + Penalty 2990.258362 = -1080527.260532
  nChanged 48
		SP:Iteration 50Q (101162.120000 sec): 3 clusters
  Score: Raw -1083527.762318 + Penalty 2990.258362 = -1080537.503956
  nChanged 43
		SP:Iteration 51Q (101162.330000 sec): 3 clusters
  Score: Raw -1083535.776609 + Penalty 2990.258362 = -1080545.518247
  nChanged 32
		SP:Iteration 52Q (101162.580000 sec): 3 clusters
  Score: Raw -1083540.559889 + Penalty 2990.258362 = -1080550.301528
  nChanged 27
		SP:Iteration 53Q (101162.860000 sec): 3 clusters
  Score: Raw -1083544.199595 + Penalty 2990.258362 = -1080553.941233
  nChanged 23
		SP:Iteration 54Q (101163.080000 sec): 3 clusters
  Score: Raw -1083547.881454 + Penalty 2990.258362 = -1080557.623093
  nChanged 23
		SP:Iteration 55Q (101163.340000 sec): 3 clusters
  Score: Raw -1083551.090464 + Penalty 2990.258362 = -1080560.832102
  nChanged 22
		SP:Iteration 56Q (101163.540000 sec): 3 clusters
  Score: Raw -1083553.478869 + Penalty 2990.258362 = -1080563.220508
  nChanged 12
		SP:Iteration 57Q (101163.730000 sec): 3 clusters
  Score: Raw -1083554.643478 + Penalty 2990.258362 = -1080564.385116
  nChanged 14
		SP:Iteration 58Q (101163.990000 sec): 3 clusters
  Score: Raw -1083556.687662 + Penalty 2990.258362 = -1080566.429301
  nChanged 14
		SP:Iteration 59Q (101164.270000 sec): 3 clusters
  Score: Raw -1083558.335917 + Penalty 2990.258362 = -1080568.077555
  nChanged 9
		SP:Iteration 60F (101164.490000 sec): 3 clusters
  Score: Raw -1083559.367352 + Penalty 2990.258362 = -1080569.108990
  nChanged 6
		SP:Iteration 61Q (101164.700000 sec): 3 clusters
  Score: Raw -1083560.029738 + Penalty 2990.258362 = -1080569.771376
  nChanged 9
		SP:Iteration 62Q (101164.940000 sec): 3 clusters
  Score: Raw -1083561.195387 + Penalty 2990.258362 = -1080570.937026
  nChanged 7
		SP:Iteration 63Q (101165.160000 sec): 3 clusters
  Score: Raw -1083562.062037 + Penalty 2990.258362 = -1080571.803675
  nChanged 3
		SP:Iteration 64Q (101165.410000 sec): 3 clusters
  Score: Raw -1083562.405339 + Penalty 2990.258362 = -1080572.146977
  nChanged 3
		SP:Iteration 65Q (101165.710000 sec): 3 clusters
  Score: Raw -1083562.759925 + Penalty 2990.258362 = -1080572.501563
  nChanged 4
		SP:Iteration 66Q (101166.030000 sec): 3 clusters
  Score: Raw -1083563.146376 + Penalty 2990.258362 = -1080572.888014
  nChanged 3
		SP:Iteration 67Q (101166.240000 sec): 3 clusters
  Score: Raw -1083563.571786 + Penalty 2990.258362 = -1080573.313424
  nChanged 4
		SP:Iteration 68Q (101166.440000 sec): 3 clusters
  Score: Raw -1083563.789987 + Penalty 2990.258362 = -1080573.531625
  nChanged 2
		SP:Iteration 69Q (101166.760000 sec): 3 clusters
  Score: Raw -1083564.018012 + Penalty 2990.258362 = -1080573.759650
  nChanged 2
		SP:Iteration 70Q (101166.990000 sec): 3 clusters
  Score: Raw -1083564.378096 + Penalty 2990.258362 = -1080574.119735
  nChanged 4
		SP:Iteration 71Q (101167.270000 sec): 3 clusters
  Score: Raw -1083564.976983 + Penalty 2990.258362 = -1080574.718622
  nChanged 6
		SP:Iteration 72Q (101167.470000 sec): 3 clusters
  Score: Raw -1083565.803242 + Penalty 2990.258362 = -1080575.544880
  nChanged 5
		SP:Iteration 73Q (101167.740000 sec): 3 clusters
  Score: Raw -1083566.368358 + Penalty 2990.258362 = -1080576.109996
  nChanged 9
		SP:Iteration 74Q (101167.960000 sec): 3 clusters
  Score: Raw -1083567.264492 + Penalty 2990.258362 = -1080577.006131
  nChanged 6
		SP:Iteration 75Q (101168.210000 sec): 3 clusters
  Score: Raw -1083567.889293 + Penalty 2990.258362 = -1080577.630931
  nChanged 3
		SP:Iteration 76Q (101168.430000 sec): 3 clusters
  Score: Raw -1083568.249657 + Penalty 2990.258362 = -1080577.991295
  nChanged 1
		SP:Iteration 77Q (101168.670000 sec): 3 clusters
  Score: Raw -1083568.311592 + Penalty 2990.258362 = -1080578.053230
  nChanged 1
		SP:Iteration 78Q (101168.960000 sec): 3 clusters
  Score: Raw -1083568.337901 + Penalty 2990.258362 = -1080578.079539
  nChanged 0
		SP:Iteration 79F (101169.230000 sec): 3 clusters
  Score: Raw -1083568.337901 + Penalty 2990.258362 = -1080578.079539
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (24027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101169.500000 sec): 2 clusters
  Score: Raw -2772489.413640 + Penalty 1639.126690 = -2770850.286950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101169.840000 sec): 3 clusters
  Score: Raw -2757808.818331 + Penalty 3278.253380 = -2754530.564951
  nChanged 10950
		SP:Iteration 1F (101170.150000 sec): 3 clusters
  Score: Raw -2763802.106121 + Penalty 3278.253380 = -2760523.852741
  nChanged 1144
		SP:Iteration 2Q (101170.470000 sec): 3 clusters
  Score: Raw -2764211.075137 + Penalty 3278.253380 = -2760932.821757
  nChanged 1102
		SP:Iteration 3Q (101170.780000 sec): 3 clusters
  Score: Raw -2764611.978119 + Penalty 3278.253380 = -2761333.724739
  nChanged 1033
		SP:Iteration 4Q (101171.140000 sec): 3 clusters
  Score: Raw -2765014.715431 + Penalty 3278.253380 = -2761736.462051
  nChanged 979
		SP:Iteration 5Q (101171.450000 sec): 3 clusters
  Score: Raw -2765450.701291 + Penalty 3278.253380 = -2762172.447911
  nChanged 1059
		SP:Iteration 6Q (101171.820000 sec): 3 clusters
  Score: Raw -2765995.239701 + Penalty 3278.253380 = -2762716.986321
  nChanged 1112
		SP:Iteration 7Q (101172.220000 sec): 3 clusters
  Score: Raw -2766694.210102 + Penalty 3278.253380 = -2763415.956722
  nChanged 1253
		SP:Iteration 8F (101172.560000 sec): 3 clusters
  Score: Raw -2767593.678904 + Penalty 3278.253380 = -2764315.425524
  nChanged 1378
		SP:Iteration 9F (101172.860000 sec): 3 clusters
  Score: Raw -2768634.111688 + Penalty 3278.253380 = -2765355.858308
  nChanged 1413
		SP:Iteration 10F (101173.230000 sec): 3 clusters
  Score: Raw -2769669.466527 + Penalty 3278.253380 = -2766391.213147
  nChanged 1232
		SP:Iteration 11F (101173.590000 sec): 3 clusters
  Score: Raw -2770365.584114 + Penalty 3278.253380 = -2767087.330734
  nChanged 901
		SP:Iteration 12Q (101173.970000 sec): 3 clusters
  Score: Raw -2770736.989410 + Penalty 3278.253380 = -2767458.736030
  nChanged 610
		SP:Iteration 13Q (101174.260000 sec): 3 clusters
  Score: Raw -2770932.736099 + Penalty 3278.253380 = -2767654.482719
  nChanged 460
		SP:Iteration 14Q (101174.620000 sec): 3 clusters
  Score: Raw -2771074.607868 + Penalty 3278.253380 = -2767796.354488
  nChanged 396
		SP:Iteration 15Q (101174.940000 sec): 3 clusters
  Score: Raw -2771203.705657 + Penalty 3278.253380 = -2767925.452277
  nChanged 367
		SP:Iteration 16Q (101175.290000 sec): 3 clusters
  Score: Raw -2771321.797406 + Penalty 3278.253380 = -2768043.544026
  nChanged 388
		SP:Iteration 17Q (101175.710000 sec): 3 clusters
  Score: Raw -2771444.567473 + Penalty 3278.253380 = -2768166.314093
  nChanged 338
		SP:Iteration 18Q (101176.110000 sec): 3 clusters
  Score: Raw -2771540.507251 + Penalty 3278.253380 = -2768262.253871
  nChanged 306
		SP:Iteration 19Q (101176.400000 sec): 3 clusters
  Score: Raw -2771630.544078 + Penalty 3278.253380 = -2768352.290698
  nChanged 278
		SP:Iteration 20F (101176.770000 sec): 3 clusters
  Score: Raw -2771721.414149 + Penalty 3278.253380 = -2768443.160769
  nChanged 304
		SP:Iteration 21Q (101177.110000 sec): 3 clusters
  Score: Raw -2771834.749841 + Penalty 3278.253380 = -2768556.496461
  nChanged 288
		SP:Iteration 22Q (101177.420000 sec): 3 clusters
  Score: Raw -2771952.572536 + Penalty 3278.253380 = -2768674.319156
  nChanged 280
		SP:Iteration 23Q (101177.760000 sec): 3 clusters
  Score: Raw -2772065.202271 + Penalty 3278.253380 = -2768786.948891
  nChanged 263
		SP:Iteration 24Q (101178.160000 sec): 3 clusters
  Score: Raw -2772161.829422 + Penalty 3278.253380 = -2768883.576042
  nChanged 221
		SP:Iteration 25Q (101178.530000 sec): 3 clusters
  Score: Raw -2772230.053241 + Penalty 3278.253380 = -2768951.799861
  nChanged 193
		SP:Iteration 26Q (101178.920000 sec): 3 clusters
  Score: Raw -2772288.665735 + Penalty 3278.253380 = -2769010.412355
  nChanged 193
		SP:Iteration 27Q (101179.290000 sec): 3 clusters
  Score: Raw -2772345.325360 + Penalty 3278.253380 = -2769067.071980
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		SP:Iteration 28Q (101179.590000 sec): 3 clusters
  Score: Raw -2772390.898793 + Penalty 3278.253380 = -2769112.645413
  nChanged 151
		SP:Iteration 29Q (101179.960000 sec): 3 clusters
  Score: Raw -2772420.367412 + Penalty 3278.253380 = -2769142.114032
  nChanged 130
		SP:Iteration 30Q (101180.250000 sec): 3 clusters
  Score: Raw -2772442.325999 + Penalty 3278.253380 = -2769164.072619
  nChanged 113
		SP:Iteration 31Q (101180.560000 sec): 3 clusters
  Score: Raw -2772460.612425 + Penalty 3278.253380 = -2769182.359045
  nChanged 102
		SP:Iteration 32Q (101180.890000 sec): 3 clusters
  Score: Raw -2772478.114267 + Penalty 3278.253380 = -2769199.860887
  nChanged 102
		SP:Iteration 33Q (101181.280000 sec): 3 clusters
  Score: Raw -2772493.354989 + Penalty 3278.253380 = -2769215.101609
  nChanged 101
		SP:Iteration 34Q (101181.600000 sec): 3 clusters
  Score: Raw -2772506.486476 + Penalty 3278.253380 = -2769228.233096
  nChanged 98
		SP:Iteration 35Q (101181.950000 sec): 3 clusters
  Score: Raw -2772521.366115 + Penalty 3278.253380 = -2769243.112735
  nChanged 106
		SP:Iteration 36Q (101182.330000 sec): 3 clusters
  Score: Raw -2772535.741275 + Penalty 3278.253380 = -2769257.487895
  nChanged 99
		SP:Iteration 37Q (101182.690000 sec): 3 clusters
  Score: Raw -2772548.766486 + Penalty 3278.253380 = -2769270.513106
  nChanged 88
		SP:Iteration 38Q (101183.050000 sec): 3 clusters
  Score: Raw -2772559.219320 + Penalty 3278.253380 = -2769280.965940
  nChanged 87
		SP:Iteration 39Q (101183.430000 sec): 3 clusters
  Score: Raw -2772569.602564 + Penalty 3278.253380 = -2769291.349184
  nChanged 82
		SP:Iteration 40F (101183.770000 sec): 3 clusters
  Score: Raw -2772580.299708 + Penalty 3278.253380 = -2769302.046328
  nChanged 86
		SP:Iteration 41Q (101184.130000 sec): 3 clusters
  Score: Raw -2772592.810316 + Penalty 3278.253380 = -2769314.556936
  nChanged 96
		SP:Iteration 42Q (101184.460000 sec): 3 clusters
  Score: Raw -2772604.913011 + Penalty 3278.253380 = -2769326.659631
  nChanged 70
		SP:Iteration 43Q (101184.700000 sec): 3 clusters
  Score: Raw -2772612.570840 + Penalty 3278.253380 = -2769334.317460
  nChanged 78
		SP:Iteration 44Q (101185.030000 sec): 3 clusters
  Score: Raw -2772621.964025 + Penalty 3278.253380 = -2769343.710645
  nChanged 75
		SP:Iteration 45Q (101185.380000 sec): 3 clusters
  Score: Raw -2772629.872048 + Penalty 3278.253380 = -2769351.618668
  nChanged 62
		SP:Iteration 46Q (101185.650000 sec): 3 clusters
  Score: Raw -2772636.807745 + Penalty 3278.253380 = -2769358.554365
  nChanged 65
		SP:Iteration 47Q (101185.990000 sec): 3 clusters
  Score: Raw -2772646.022369 + Penalty 3278.253380 = -2769367.768989
  nChanged 81
		SP:Iteration 48Q (101186.270000 sec): 3 clusters
  Score: Raw -2772656.638513 + Penalty 3278.253380 = -2769378.385133
  nChanged 77
		SP:Iteration 49Q (101186.570000 sec): 3 clusters
  Score: Raw -2772666.411429 + Penalty 3278.253380 = -2769388.158049
  nChanged 82
		SP:Iteration 50Q (101186.910000 sec): 3 clusters
  Score: Raw -2772676.815868 + Penalty 3278.253380 = -2769398.562488
  nChanged 81
		SP:Iteration 51Q (101187.250000 sec): 3 clusters
  Score: Raw -2772685.910920 + Penalty 3278.253380 = -2769407.657540
  nChanged 71
		SP:Iteration 52Q (101187.590000 sec): 3 clusters
  Score: Raw -2772694.391056 + Penalty 3278.253380 = -2769416.137675
  nChanged 81
		SP:Iteration 53Q (101187.880000 sec): 3 clusters
  Score: Raw -2772703.749525 + Penalty 3278.253380 = -2769425.496145
  nChanged 76
		SP:Iteration 54Q (101188.190000 sec): 3 clusters
  Score: Raw -2772713.702028 + Penalty 3278.253380 = -2769435.448648
  nChanged 82
		SP:Iteration 55Q (101188.530000 sec): 3 clusters
  Score: Raw -2772724.388968 + Penalty 3278.253380 = -2769446.135588
  nChanged 85
		SP:Iteration 56Q (101188.820000 sec): 3 clusters
  Score: Raw -2772735.563145 + Penalty 3278.253380 = -2769457.309765
  nChanged 64
		SP:Iteration 57Q (101189.140000 sec): 3 clusters
  Score: Raw -2772743.372930 + Penalty 3278.253380 = -2769465.119550
  nChanged 67
		SP:Iteration 58Q (101189.460000 sec): 3 clusters
  Score: Raw -2772752.417513 + Penalty 3278.253380 = -2769474.164133
  nChanged 65
		SP:Iteration 59Q (101189.790000 sec): 3 clusters
  Score: Raw -2772760.199444 + Penalty 3278.253380 = -2769481.946064
  nChanged 65
		SP:Iteration 60F (101190.130000 sec): 3 clusters
  Score: Raw -2772768.933946 + Penalty 3278.253380 = -2769490.680566
  nChanged 81
		SP:Iteration 61Q (101190.460000 sec): 3 clusters
  Score: Raw -2772780.423759 + Penalty 3278.253380 = -2769502.170379
  nChanged 77
		SP:Iteration 62Q (101190.760000 sec): 3 clusters
  Score: Raw -2772792.190428 + Penalty 3278.253380 = -2769513.937048
  nChanged 76
		SP:Iteration 63Q (101191.110000 sec): 3 clusters
  Score: Raw -2772802.681997 + Penalty 3278.253380 = -2769524.428617
  nChanged 78
		SP:Iteration 64Q (101191.430000 sec): 3 clusters
  Score: Raw -2772813.372644 + Penalty 3278.253380 = -2769535.119264
  nChanged 76
		SP:Iteration 65Q (101191.710000 sec): 3 clusters
  Score: Raw -2772822.661308 + Penalty 3278.253380 = -2769544.407928
  nChanged 69
		SP:Iteration 66Q (101192.020000 sec): 3 clusters
  Score: Raw -2772830.891171 + Penalty 3278.253380 = -2769552.637791
  nChanged 61
		SP:Iteration 67Q (101192.280000 sec): 3 clusters
  Score: Raw -2772838.144334 + Penalty 3278.253380 = -2769559.890954
  nChanged 68
		SP:Iteration 68Q (101192.590000 sec): 3 clusters
  Score: Raw -2772846.744443 + Penalty 3278.253380 = -2769568.491063
  nChanged 71
		SP:Iteration 69Q (101192.910000 sec): 3 clusters
  Score: Raw -2772856.150808 + Penalty 3278.253380 = -2769577.897428
  nChanged 74
		SP:Iteration 70Q (101193.180000 sec): 3 clusters
  Score: Raw -2772866.252368 + Penalty 3278.253380 = -2769587.998988
  nChanged 68
		SP:Iteration 71Q (101193.490000 sec): 3 clusters
  Score: Raw -2772876.083041 + Penalty 3278.253380 = -2769597.829661
  nChanged 64
		SP:Iteration 72Q (101193.810000 sec): 3 clusters
  Score: Raw -2772883.036739 + Penalty 3278.253380 = -2769604.783359
  nChanged 56
		SP:Iteration 73Q (101194.150000 sec): 3 clusters
  Score: Raw -2772889.583872 + Penalty 3278.253380 = -2769611.330492
  nChanged 56
		SP:Iteration 74Q (101194.490000 sec): 3 clusters
  Score: Raw -2772895.612193 + Penalty 3278.253380 = -2769617.358813
  nChanged 47
		SP:Iteration 75Q (101194.840000 sec): 3 clusters
  Score: Raw -2772900.695974 + Penalty 3278.253380 = -2769622.442594
  nChanged 42
		SP:Iteration 76Q (101195.160000 sec): 3 clusters
  Score: Raw -2772904.748379 + Penalty 3278.253380 = -2769626.494999
  nChanged 40
		SP:Iteration 77Q (101195.460000 sec): 3 clusters
  Score: Raw -2772908.341132 + Penalty 3278.253380 = -2769630.087752
  nChanged 35
		SP:Iteration 78Q (101195.770000 sec): 3 clusters
  Score: Raw -2772911.710254 + Penalty 3278.253380 = -2769633.456874
  nChanged 30
		SP:Iteration 79Q (101196.160000 sec): 3 clusters
  Score: Raw -2772914.124335 + Penalty 3278.253380 = -2769635.870955
  nChanged 26
		SP:Iteration 80F (101196.470000 sec): 3 clusters
  Score: Raw -2772916.163862 + Penalty 3278.253380 = -2769637.910482
  nChanged 20
		SP:Iteration 81Q (101196.790000 sec): 3 clusters
  Score: Raw -2772917.945104 + Penalty 3278.253380 = -2769639.691724
  nChanged 18
		SP:Iteration 82Q (101197.120000 sec): 3 clusters
  Score: Raw -2772919.695290 + Penalty 3278.253380 = -2769641.441910
  nChanged 21
		SP:Iteration 83Q (101197.560000 sec): 3 clusters
  Score: Raw -2772921.411649 + Penalty 3278.253380 = -2769643.158269
  nChanged 13
		SP:Iteration 84Q (101197.910000 sec): 3 clusters
  Score: Raw -2772922.376082 + Penalty 3278.253380 = -2769644.122702
  nChanged 19
		SP:Iteration 85Q (101198.330000 sec): 3 clusters
  Score: Raw -2772923.807019 + Penalty 3278.253380 = -2769645.553639
  nChanged 15
		SP:Iteration 86Q (101198.610000 sec): 3 clusters
  Score: Raw -2772925.202241 + Penalty 3278.253380 = -2769646.948861
  nChanged 19
		SP:Iteration 87Q (101198.930000 sec): 3 clusters
  Score: Raw -2772926.799324 + Penalty 3278.253380 = -2769648.545944
  nChanged 16
		SP:Iteration 88Q (101199.280000 sec): 3 clusters
  Score: Raw -2772928.295828 + Penalty 3278.253380 = -2769650.042448
  nChanged 17
		SP:Iteration 89Q (101199.590000 sec): 3 clusters
  Score: Raw -2772929.785691 + Penalty 3278.253380 = -2769651.532311
  nChanged 18
		SP:Iteration 90Q (101199.920000 sec): 3 clusters
  Score: Raw -2772932.043775 + Penalty 3278.253380 = -2769653.790395
  nChanged 21
		SP:Iteration 91Q (101200.230000 sec): 3 clusters
  Score: Raw -2772934.331361 + Penalty 3278.253380 = -2769656.077981
  nChanged 21
		SP:Iteration 92Q (101200.570000 sec): 3 clusters
  Score: Raw -2772936.095459 + Penalty 3278.253380 = -2769657.842079
  nChanged 24
		SP:Iteration 93Q (101200.910000 sec): 3 clusters
  Score: Raw -2772937.820529 + Penalty 3278.253380 = -2769659.567148
  nChanged 18
		SP:Iteration 94Q (101201.230000 sec): 3 clusters
  Score: Raw -2772939.156791 + Penalty 3278.253380 = -2769660.903411
  nChanged 19
		SP:Iteration 95Q (101201.580000 sec): 3 clusters
  Score: Raw -2772940.621828 + Penalty 3278.253380 = -2769662.368448
  nChanged 14
		SP:Iteration 96Q (101201.920000 sec): 3 clusters
  Score: Raw -2772941.618350 + Penalty 3278.253380 = -2769663.364970
  nChanged 14
		SP:Iteration 97Q (101202.260000 sec): 3 clusters
  Score: Raw -2772942.723133 + Penalty 3278.253380 = -2769664.469753
  nChanged 15
		SP:Iteration 98Q (101202.600000 sec): 3 clusters
  Score: Raw -2772943.825872 + Penalty 3278.253380 = -2769665.572492
  nChanged 8
		SP:Iteration 99Q (101202.960000 sec): 3 clusters
  Score: Raw -2772944.449705 + Penalty 3278.253380 = -2769666.196325
  nChanged 16
		SP:Iteration 100F (101203.250000 sec): 3 clusters
  Score: Raw -2772945.787383 + Penalty 3278.253380 = -2769667.534003
  nChanged 19
		SP:Iteration 101Q (101203.590000 sec): 3 clusters
  Score: Raw -2772947.656441 + Penalty 3278.253380 = -2769669.403061
  nChanged 18
		SP:Iteration 102Q (101203.930000 sec): 3 clusters
  Score: Raw -2772949.040432 + Penalty 3278.253380 = -2769670.787052
  nChanged 10
		SP:Iteration 103Q (101204.280000 sec): 3 clusters
  Score: Raw -2772949.988542 + Penalty 3278.253380 = -2769671.735162
  nChanged 6
		SP:Iteration 104Q (101204.610000 sec): 3 clusters
  Score: Raw -2772950.443558 + Penalty 3278.253380 = -2769672.190178
  nChanged 7
		SP:Iteration 105Q (101204.960000 sec): 3 clusters
  Score: Raw -2772950.930446 + Penalty 3278.253380 = -2769672.677066
  nChanged 11
		SP:Iteration 106Q (101205.300000 sec): 3 clusters
  Score: Raw -2772951.789358 + Penalty 3278.253380 = -2769673.535978
  nChanged 10
		SP:Iteration 107Q (101205.640000 sec): 3 clusters
  Score: Raw -2772952.618078 + Penalty 3278.253380 = -2769674.364698
  nChanged 14
		SP:Iteration 108Q (101205.970000 sec): 3 clusters
  Score: Raw -2772953.534702 + Penalty 3278.253380 = -2769675.281322
  nChanged 11
		SP:Iteration 109Q (101206.320000 sec): 3 clusters
  Score: Raw -2772954.406013 + Penalty 3278.253380 = -2769676.152633
  nChanged 17
		SP:Iteration 110Q (101206.660000 sec): 3 clusters
  Score: Raw -2772955.824605 + Penalty 3278.253380 = -2769677.571225
  nChanged 13
		SP:Iteration 111Q (101206.990000 sec): 3 clusters
  Score: Raw -2772956.877563 + Penalty 3278.253380 = -2769678.624183
  nChanged 15
		SP:Iteration 112Q (101207.340000 sec): 3 clusters
  Score: Raw -2772957.989635 + Penalty 3278.253380 = -2769679.736255
  nChanged 12
		SP:Iteration 113Q (101207.680000 sec): 3 clusters
  Score: Raw -2772958.927372 + Penalty 3278.253380 = -2769680.673992
  nChanged 11
		SP:Iteration 114Q (101208.020000 sec): 3 clusters
  Score: Raw -2772959.730948 + Penalty 3278.253380 = -2769681.477568
  nChanged 13
		SP:Iteration 115Q (101208.390000 sec): 3 clusters
  Score: Raw -2772960.609503 + Penalty 3278.253380 = -2769682.356123
  nChanged 12
		SP:Iteration 116Q (101208.640000 sec): 3 clusters
  Score: Raw -2772961.341454 + Penalty 3278.253380 = -2769683.088074
  nChanged 13
		SP:Iteration 117Q (101208.930000 sec): 3 clusters
  Score: Raw -2772962.182557 + Penalty 3278.253380 = -2769683.929176
  nChanged 14
		SP:Iteration 118Q (101209.250000 sec): 3 clusters
  Score: Raw -2772963.193875 + Penalty 3278.253380 = -2769684.940495
  nChanged 7
		SP:Iteration 119Q (101209.500000 sec): 3 clusters
  Score: Raw -2772963.815223 + Penalty 3278.253380 = -2769685.561843
  nChanged 5
		SP:Iteration 120F (101209.800000 sec): 3 clusters
  Score: Raw -2772964.168828 + Penalty 3278.253380 = -2769685.915448
  nChanged 6
		SP:Iteration 121Q (101210.070000 sec): 3 clusters
  Score: Raw -2772964.572499 + Penalty 3278.253380 = -2769686.319119
  nChanged 10
		SP:Iteration 122Q (101210.400000 sec): 3 clusters
  Score: Raw -2772965.464117 + Penalty 3278.253380 = -2769687.210737
  nChanged 6
		SP:Iteration 123Q (101210.710000 sec): 3 clusters
  Score: Raw -2772965.913804 + Penalty 3278.253380 = -2769687.660424
  nChanged 7
		SP:Iteration 124Q (101211.070000 sec): 3 clusters
  Score: Raw -2772966.239055 + Penalty 3278.253380 = -2769687.985675
  nChanged 7
		SP:Iteration 125Q (101211.430000 sec): 3 clusters
  Score: Raw -2772966.661443 + Penalty 3278.253380 = -2769688.408063
  nChanged 7
		SP:Iteration 126Q (101211.760000 sec): 3 clusters
  Score: Raw -2772967.154526 + Penalty 3278.253380 = -2769688.901146
  nChanged 8
		SP:Iteration 127Q (101212.130000 sec): 3 clusters
  Score: Raw -2772967.788280 + Penalty 3278.253380 = -2769689.534900
  nChanged 7
		SP:Iteration 128Q (101212.470000 sec): 3 clusters
  Score: Raw -2772968.092213 + Penalty 3278.253380 = -2769689.838833
  nChanged 5
		SP:Iteration 129Q (101212.790000 sec): 3 clusters
  Score: Raw -2772968.390927 + Penalty 3278.253380 = -2769690.137547
  nChanged 3
		SP:Iteration 130Q (101213.090000 sec): 3 clusters
  Score: Raw -2772968.497965 + Penalty 3278.253380 = -2769690.244585
  nChanged 2
		SP:Iteration 131Q (101213.410000 sec): 3 clusters
  Score: Raw -2772968.655441 + Penalty 3278.253380 = -2769690.402061
  nChanged 2
		SP:Iteration 132Q (101213.750000 sec): 3 clusters
  Score: Raw -2772968.791144 + Penalty 3278.253380 = -2769690.537764
  nChanged 3
		SP:Iteration 133Q (101214.040000 sec): 3 clusters
  Score: Raw -2772968.906949 + Penalty 3278.253380 = -2769690.653569
  nChanged 1
		SP:Iteration 134Q (101214.320000 sec): 3 clusters
  Score: Raw -2772969.038533 + Penalty 3278.253380 = -2769690.785153
  nChanged 4
		SP:Iteration 135Q (101214.680000 sec): 3 clusters
  Score: Raw -2772969.206582 + Penalty 3278.253380 = -2769690.953202
  nChanged 1
		SP:Iteration 136Q (101214.970000 sec): 3 clusters
  Score: Raw -2772969.266558 + Penalty 3278.253380 = -2769691.013178
  nChanged 1
		SP:Iteration 137Q (101215.280000 sec): 3 clusters
  Score: Raw -2772969.322414 + Penalty 3278.253380 = -2769691.069034
  nChanged 2
		SP:Iteration 138Q (101215.600000 sec): 3 clusters
  Score: Raw -2772969.455695 + Penalty 3278.253380 = -2769691.202315
  nChanged 2
		SP:Iteration 139Q (101216.010000 sec): 3 clusters
  Score: Raw -2772969.543032 + Penalty 3278.253380 = -2769691.289652
  nChanged 3
		SP:Iteration 140F (101216.360000 sec): 3 clusters
  Score: Raw -2772969.656904 + Penalty 3278.253380 = -2769691.403524
  nChanged 3
		SP:Iteration 141Q (101216.680000 sec): 3 clusters
  Score: Raw -2772969.807303 + Penalty 3278.253380 = -2769691.553923
  nChanged 2
		SP:Iteration 142Q (101217.070000 sec): 3 clusters
  Score: Raw -2772969.926555 + Penalty 3278.253380 = -2769691.673175
  nChanged 3
		SP:Iteration 143Q (101217.370000 sec): 3 clusters
  Score: Raw -2772970.147838 + Penalty 3278.253380 = -2769691.894458
  nChanged 6
		SP:Iteration 144Q (101217.730000 sec): 3 clusters
  Score: Raw -2772970.449780 + Penalty 3278.253380 = -2769692.196400
  nChanged 6
		SP:Iteration 145Q (101218.050000 sec): 3 clusters
  Score: Raw -2772970.928858 + Penalty 3278.253380 = -2769692.675478
  nChanged 6
		SP:Iteration 146Q (101218.410000 sec): 3 clusters
  Score: Raw -2772971.385568 + Penalty 3278.253380 = -2769693.132188
  nChanged 6
		SP:Iteration 147Q (101218.700000 sec): 3 clusters
  Score: Raw -2772971.801842 + Penalty 3278.253380 = -2769693.548462
  nChanged 4
		SP:Iteration 148Q (101219.030000 sec): 3 clusters
  Score: Raw -2772972.305103 + Penalty 3278.253380 = -2769694.051723
  nChanged 12
		SP:Iteration 149Q (101219.340000 sec): 3 clusters
  Score: Raw -2772973.446401 + Penalty 3278.253380 = -2769695.193021
  nChanged 12
		SP:Iteration 150Q (101219.660000 sec): 3 clusters
  Score: Raw -2772974.636666 + Penalty 3278.253380 = -2769696.383286
  nChanged 14
		SP:Iteration 151Q (101219.940000 sec): 3 clusters
  Score: Raw -2772975.738541 + Penalty 3278.253380 = -2769697.485161
  nChanged 11
		SP:Iteration 152Q (101220.270000 sec): 3 clusters
  Score: Raw -2772976.801383 + Penalty 3278.253380 = -2769698.548003
  nChanged 19
		SP:Iteration 153Q (101220.580000 sec): 3 clusters
  Score: Raw -2772978.748633 + Penalty 3278.253380 = -2769700.495253
  nChanged 20
		SP:Iteration 154Q (101220.920000 sec): 3 clusters
  Score: Raw -2772980.696601 + Penalty 3278.253380 = -2769702.443221
  nChanged 16
		SP:Iteration 155Q (101221.260000 sec): 3 clusters
  Score: Raw -2772982.325515 + Penalty 3278.253380 = -2769704.072135
  nChanged 13
		SP:Iteration 156Q (101221.540000 sec): 3 clusters
  Score: Raw -2772983.587658 + Penalty 3278.253380 = -2769705.334278
  nChanged 12
		SP:Iteration 157Q (101221.920000 sec): 3 clusters
  Score: Raw -2772984.724718 + Penalty 3278.253380 = -2769706.471338
  nChanged 12
		SP:Iteration 158Q (101222.290000 sec): 3 clusters
  Score: Raw -2772986.205676 + Penalty 3278.253380 = -2769707.952296
  nChanged 14
		SP:Iteration 159Q (101222.600000 sec): 3 clusters
  Score: Raw -2772987.874224 + Penalty 3278.253380 = -2769709.620844
  nChanged 18
		SP:Iteration 160F (101222.970000 sec): 3 clusters
  Score: Raw -2772989.259218 + Penalty 3278.253380 = -2769711.005838
  nChanged 17
		SP:Iteration 161Q (101223.260000 sec): 3 clusters
  Score: Raw -2772990.302008 + Penalty 3278.253380 = -2769712.048628
  nChanged 13
		SP:Iteration 162Q (101223.650000 sec): 3 clusters
  Score: Raw -2772991.366570 + Penalty 3278.253380 = -2769713.113190
  nChanged 11
		SP:Iteration 163Q (101224.010000 sec): 3 clusters
  Score: Raw -2772992.184983 + Penalty 3278.253380 = -2769713.931603
  nChanged 8
		SP:Iteration 164Q (101224.340000 sec): 3 clusters
  Score: Raw -2772992.677045 + Penalty 3278.253380 = -2769714.423665
  nChanged 7
		SP:Iteration 165Q (101224.640000 sec): 3 clusters
  Score: Raw -2772993.398898 + Penalty 3278.253380 = -2769715.145517
  nChanged 9
		SP:Iteration 166Q (101224.980000 sec): 3 clusters
  Score: Raw -2772994.248374 + Penalty 3278.253380 = -2769715.994994
  nChanged 13
		SP:Iteration 167Q (101225.250000 sec): 3 clusters
  Score: Raw -2772995.550276 + Penalty 3278.253380 = -2769717.296896
  nChanged 13
		SP:Iteration 168Q (101225.640000 sec): 3 clusters
  Score: Raw -2772996.801478 + Penalty 3278.253380 = -2769718.548098
  nChanged 12
		SP:Iteration 169Q (101225.930000 sec): 3 clusters
  Score: Raw -2772997.733274 + Penalty 3278.253380 = -2769719.479894
  nChanged 12
		SP:Iteration 170Q (101226.310000 sec): 3 clusters
  Score: Raw -2772998.716620 + Penalty 3278.253380 = -2769720.463240
  nChanged 10
		SP:Iteration 171Q (101226.580000 sec): 3 clusters
  Score: Raw -2772999.405671 + Penalty 3278.253380 = -2769721.152291
  nChanged 7
		SP:Iteration 172Q (101226.880000 sec): 3 clusters
  Score: Raw -2772999.858838 + Penalty 3278.253380 = -2769721.605458
  nChanged 9
		SP:Iteration 173Q (101227.180000 sec): 3 clusters
  Score: Raw -2773000.368265 + Penalty 3278.253380 = -2769722.114885
  nChanged 6
		SP:Iteration 174Q (101227.510000 sec): 3 clusters
  Score: Raw -2773000.862683 + Penalty 3278.253380 = -2769722.609303
  nChanged 8
		SP:Iteration 175Q (101227.810000 sec): 3 clusters
  Score: Raw -2773001.394278 + Penalty 3278.253380 = -2769723.140898
  nChanged 6
		SP:Iteration 176Q (101228.150000 sec): 3 clusters
  Score: Raw -2773001.906507 + Penalty 3278.253380 = -2769723.653127
  nChanged 7
		SP:Iteration 177Q (101228.420000 sec): 3 clusters
  Score: Raw -2773002.549295 + Penalty 3278.253380 = -2769724.295915
  nChanged 7
		SP:Iteration 178Q (101228.800000 sec): 3 clusters
  Score: Raw -2773003.236752 + Penalty 3278.253380 = -2769724.983372
  nChanged 6
		SP:Iteration 179Q (101229.080000 sec): 3 clusters
  Score: Raw -2773003.575809 + Penalty 3278.253380 = -2769725.322429
  nChanged 5
		SP:Iteration 180F (101229.420000 sec): 3 clusters
  Score: Raw -2773003.898849 + Penalty 3278.253380 = -2769725.645469
  nChanged 8
		SP:Iteration 181Q (101229.750000 sec): 3 clusters
  Score: Raw -2773004.650836 + Penalty 3278.253380 = -2769726.397456
  nChanged 10
		SP:Iteration 182Q (101230.080000 sec): 3 clusters
  Score: Raw -2773005.832068 + Penalty 3278.253380 = -2769727.578688
  nChanged 9
		SP:Iteration 183Q (101230.420000 sec): 3 clusters
  Score: Raw -2773006.635658 + Penalty 3278.253380 = -2769728.382278
  nChanged 7
		SP:Iteration 184Q (101230.760000 sec): 3 clusters
  Score: Raw -2773007.195846 + Penalty 3278.253380 = -2769728.942466
  nChanged 5
		SP:Iteration 185Q (101231.120000 sec): 3 clusters
  Score: Raw -2773007.767975 + Penalty 3278.253380 = -2769729.514595
  nChanged 6
		SP:Iteration 186Q (101231.430000 sec): 3 clusters
  Score: Raw -2773008.145418 + Penalty 3278.253380 = -2769729.892038
  nChanged 5
		SP:Iteration 187Q (101231.800000 sec): 3 clusters
  Score: Raw -2773008.491982 + Penalty 3278.253380 = -2769730.238602
  nChanged 6
		SP:Iteration 188Q (101232.160000 sec): 3 clusters
  Score: Raw -2773008.895069 + Penalty 3278.253380 = -2769730.641689
  nChanged 5
		SP:Iteration 189Q (101232.460000 sec): 3 clusters
  Score: Raw -2773009.335896 + Penalty 3278.253380 = -2769731.082516
  nChanged 4
		SP:Iteration 190Q (101232.740000 sec): 3 clusters
  Score: Raw -2773009.576866 + Penalty 3278.253380 = -2769731.323486
  nChanged 1
		SP:Iteration 191Q (101232.970000 sec): 3 clusters
  Score: Raw -2773009.606841 + Penalty 3278.253380 = -2769731.353461
  nChanged 0
		SP:Iteration 192F (101233.300000 sec): 3 clusters
  Score: Raw -2773009.606841 + Penalty 3278.253380 = -2769731.353461
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (17988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101233.550000 sec): 2 clusters
  Score: Raw -1870948.976720 + Penalty 1592.087274 = -1869356.889446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101233.810000 sec): 3 clusters
  Score: Raw -1860098.541042 + Penalty 3184.174548 = -1856914.366494
  nChanged 8137
		SP:Iteration 1F (101234.070000 sec): 3 clusters
  Score: Raw -1864538.627196 + Penalty 3184.174548 = -1861354.452648
  nChanged 1025
		SP:Iteration 2F (101234.370000 sec): 3 clusters
  Score: Raw -1864961.604207 + Penalty 3184.174548 = -1861777.429659
  nChanged 927
		SP:Iteration 3F (101234.640000 sec): 3 clusters
  Score: Raw -1865369.585558 + Penalty 3184.174548 = -1862185.411010
  nChanged 894
		SP:Iteration 4Q (101234.880000 sec): 3 clusters
  Score: Raw -1865831.524419 + Penalty 3184.174548 = -1862647.349871
  nChanged 924
		SP:Iteration 5F (101235.130000 sec): 3 clusters
  Score: Raw -1866303.785065 + Penalty 3184.174548 = -1863119.610516
  nChanged 914
		SP:Iteration 6F (101235.410000 sec): 3 clusters
  Score: Raw -1866756.675758 + Penalty 3184.174548 = -1863572.501210
  nChanged 828
		SP:Iteration 7Q (101235.670000 sec): 3 clusters
  Score: Raw -1867163.840429 + Penalty 3184.174548 = -1863979.665881
  nChanged 767
		SP:Iteration 8Q (101235.960000 sec): 3 clusters
  Score: Raw -1867558.082394 + Penalty 3184.174548 = -1864373.907846
  nChanged 781
		SP:Iteration 9Q (101236.280000 sec): 3 clusters
  Score: Raw -1868027.854909 + Penalty 3184.174548 = -1864843.680361
  nChanged 798
		SP:Iteration 10Q (101236.530000 sec): 3 clusters
  Score: Raw -1868519.538950 + Penalty 3184.174548 = -1865335.364402
  nChanged 721
		SP:Iteration 11Q (101236.830000 sec): 3 clusters
  Score: Raw -1868931.743264 + Penalty 3184.174548 = -1865747.568716
  nChanged 667
		SP:Iteration 12Q (101237.170000 sec): 3 clusters
  Score: Raw -1869289.051919 + Penalty 3184.174548 = -1866104.877371
  nChanged 561
		SP:Iteration 13Q (101237.530000 sec): 3 clusters
  Score: Raw -1869577.256592 + Penalty 3184.174548 = -1866393.082044
  nChanged 492
		SP:Iteration 14Q (101237.880000 sec): 3 clusters
  Score: Raw -1869829.246483 + Penalty 3184.174548 = -1866645.071935
  nChanged 435
		SP:Iteration 15Q (101238.140000 sec): 3 clusters
  Score: Raw -1870066.281206 + Penalty 3184.174548 = -1866882.106658
  nChanged 385
		SP:Iteration 16Q (101238.420000 sec): 3 clusters
  Score: Raw -1870274.545120 + Penalty 3184.174548 = -1867090.370572
  nChanged 376
		SP:Iteration 17Q (101238.760000 sec): 3 clusters
  Score: Raw -1870482.865493 + Penalty 3184.174548 = -1867298.690945
  nChanged 338
		SP:Iteration 18Q (101239.080000 sec): 3 clusters
  Score: Raw -1870684.749997 + Penalty 3184.174548 = -1867500.575449
  nChanged 331
		SP:Iteration 19Q (101239.330000 sec): 3 clusters
  Score: Raw -1870896.633723 + Penalty 3184.174548 = -1867712.459175
  nChanged 288
		SP:Iteration 20F (101239.580000 sec): 3 clusters
  Score: Raw -1871049.525719 + Penalty 3184.174548 = -1867865.351171
  nChanged 246
		SP:Iteration 21Q (101239.830000 sec): 3 clusters
  Score: Raw -1871171.303580 + Penalty 3184.174548 = -1867987.129032
  nChanged 208
		SP:Iteration 22Q (101240.100000 sec): 3 clusters
  Score: Raw -1871257.217615 + Penalty 3184.174548 = -1868073.043067
  nChanged 192
		SP:Iteration 23Q (101240.370000 sec): 3 clusters
  Score: Raw -1871328.198659 + Penalty 3184.174548 = -1868144.024111
  nChanged 172
		SP:Iteration 24Q (101240.600000 sec): 3 clusters
  Score: Raw -1871389.753641 + Penalty 3184.174548 = -1868205.579093
  nChanged 142
		SP:Iteration 25Q (101240.900000 sec): 3 clusters
  Score: Raw -1871431.431051 + Penalty 3184.174548 = -1868247.256503
  nChanged 108
		SP:Iteration 26Q (101241.130000 sec): 3 clusters
  Score: Raw -1871466.655900 + Penalty 3184.174548 = -1868282.481352
  nChanged 111
		SP:Iteration 27Q (101241.430000 sec): 3 clusters
  Score: Raw -1871500.750784 + Penalty 3184.174548 = -1868316.576236
  nChanged 93
		SP:Iteration 28Q (101241.700000 sec): 3 clusters
  Score: Raw -1871524.837814 + Penalty 3184.174548 = -1868340.663266
  nChanged 93
		SP:Iteration 29Q (101241.990000 sec): 3 clusters
  Score: Raw -1871551.024224 + Penalty 3184.174548 = -1868366.849676
  nChanged 87
		SP:Iteration 30Q (101242.300000 sec): 3 clusters
  Score: Raw -1871574.835282 + Penalty 3184.174548 = -1868390.660733
  nChanged 83
		SP:Iteration 31Q (101242.580000 sec): 3 clusters
  Score: Raw -1871596.462826 + Penalty 3184.174548 = -1868412.288278
  nChanged 69
		SP:Iteration 32Q (101242.870000 sec): 3 clusters
  Score: Raw -1871613.275532 + Penalty 3184.174548 = -1868429.100984
  nChanged 56
		SP:Iteration 33Q (101243.140000 sec): 3 clusters
  Score: Raw -1871626.189245 + Penalty 3184.174548 = -1868442.014697
  nChanged 57
		SP:Iteration 34Q (101243.400000 sec): 3 clusters
  Score: Raw -1871637.087526 + Penalty 3184.174548 = -1868452.912978
  nChanged 62
		SP:Iteration 35Q (101243.670000 sec): 3 clusters
  Score: Raw -1871649.925236 + Penalty 3184.174548 = -1868465.750687
  nChanged 54
		SP:Iteration 36Q (101243.980000 sec): 3 clusters
  Score: Raw -1871665.062457 + Penalty 3184.174548 = -1868480.887909
  nChanged 57
		SP:Iteration 37Q (101244.210000 sec): 3 clusters
  Score: Raw -1871678.507777 + Penalty 3184.174548 = -1868494.333229
  nChanged 41
		SP:Iteration 38Q (101244.480000 sec): 3 clusters
  Score: Raw -1871687.124715 + Penalty 3184.174548 = -1868502.950167
  nChanged 44
		SP:Iteration 39Q (101244.730000 sec): 3 clusters
  Score: Raw -1871697.343253 + Penalty 3184.174548 = -1868513.168705
  nChanged 36
		SP:Iteration 40F (101245.000000 sec): 3 clusters
  Score: Raw -1871705.535018 + Penalty 3184.174548 = -1868521.360469
  nChanged 37
		SP:Iteration 41Q (101245.340000 sec): 3 clusters
  Score: Raw -1871714.051428 + Penalty 3184.174548 = -1868529.876880
  nChanged 41
		SP:Iteration 42Q (101245.660000 sec): 3 clusters
  Score: Raw -1871722.118041 + Penalty 3184.174548 = -1868537.943493
  nChanged 38
		SP:Iteration 43Q (101245.950000 sec): 3 clusters
  Score: Raw -1871730.335792 + Penalty 3184.174548 = -1868546.161244
  nChanged 26
		SP:Iteration 44Q (101246.240000 sec): 3 clusters
  Score: Raw -1871737.424386 + Penalty 3184.174548 = -1868553.249838
  nChanged 31
		SP:Iteration 45Q (101246.530000 sec): 3 clusters
  Score: Raw -1871744.412834 + Penalty 3184.174548 = -1868560.238286
  nChanged 38
		SP:Iteration 46Q (101246.820000 sec): 3 clusters
  Score: Raw -1871754.905413 + Penalty 3184.174548 = -1868570.730865
  nChanged 38
		SP:Iteration 47Q (101247.080000 sec): 3 clusters
  Score: Raw -1871764.692287 + Penalty 3184.174548 = -1868580.517739
  nChanged 41
		SP:Iteration 48Q (101247.380000 sec): 3 clusters
  Score: Raw -1871776.232721 + Penalty 3184.174548 = -1868592.058173
  nChanged 45
		SP:Iteration 49Q (101247.680000 sec): 3 clusters
  Score: Raw -1871786.436715 + Penalty 3184.174548 = -1868602.262167
  nChanged 27
		SP:Iteration 50Q (101247.930000 sec): 3 clusters
  Score: Raw -1871792.284483 + Penalty 3184.174548 = -1868608.109935
  nChanged 20
		SP:Iteration 51Q (101248.210000 sec): 3 clusters
  Score: Raw -1871795.851991 + Penalty 3184.174548 = -1868611.677443
  nChanged 21
		SP:Iteration 52Q (101248.470000 sec): 3 clusters
  Score: Raw -1871799.450127 + Penalty 3184.174548 = -1868615.275578
  nChanged 11
		SP:Iteration 53Q (101248.820000 sec): 3 clusters
  Score: Raw -1871801.271675 + Penalty 3184.174548 = -1868617.097127
  nChanged 6
		SP:Iteration 54Q (101249.090000 sec): 3 clusters
  Score: Raw -1871801.889266 + Penalty 3184.174548 = -1868617.714718
  nChanged 1
		SP:Iteration 55Q (101249.390000 sec): 3 clusters
  Score: Raw -1871801.977792 + Penalty 3184.174548 = -1868617.803244
  nChanged 0
		SP:Iteration 56F (101249.630000 sec): 3 clusters
  Score: Raw -1871801.977792 + Penalty 3184.174548 = -1868617.803244
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (14712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101249.830000 sec): 2 clusters
  Score: Raw -1652321.687325 + Penalty 1559.418050 = -1650762.269276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101250.140000 sec): 3 clusters
  Score: Raw -1643666.384146 + Penalty 3118.836099 = -1640547.548047
  nChanged 6517
		SP:Iteration 1F (101250.380000 sec): 3 clusters
  Score: Raw -1647237.983427 + Penalty 3118.836099 = -1644119.147328
  nChanged 797
		SP:Iteration 2F (101250.640000 sec): 3 clusters
  Score: Raw -1647595.633760 + Penalty 3118.836099 = -1644476.797661
  nChanged 726
		SP:Iteration 3Q (101250.910000 sec): 3 clusters
  Score: Raw -1647898.381044 + Penalty 3118.836099 = -1644779.544945
  nChanged 678
		SP:Iteration 4Q (101251.190000 sec): 3 clusters
  Score: Raw -1648202.364287 + Penalty 3118.836099 = -1645083.528188
  nChanged 643
		SP:Iteration 5Q (101251.480000 sec): 3 clusters
  Score: Raw -1648514.199147 + Penalty 3118.836099 = -1645395.363048
  nChanged 720
		SP:Iteration 6Q (101251.750000 sec): 3 clusters
  Score: Raw -1648922.494730 + Penalty 3118.836099 = -1645803.658631
  nChanged 771
		SP:Iteration 7F (101252.010000 sec): 3 clusters
  Score: Raw -1649396.345541 + Penalty 3118.836099 = -1646277.509442
  nChanged 781
		SP:Iteration 8F (101252.350000 sec): 3 clusters
  Score: Raw -1649936.345090 + Penalty 3118.836099 = -1646817.508991
  nChanged 768
		SP:Iteration 9F (101252.680000 sec): 3 clusters
  Score: Raw -1650507.096970 + Penalty 3118.836099 = -1647388.260871
  nChanged 700
		SP:Iteration 10Q (101253.010000 sec): 3 clusters
  Score: Raw -1651044.551660 + Penalty 3118.836099 = -1647925.715561
  nChanged 577
		SP:Iteration 11Q (101253.270000 sec): 3 clusters
  Score: Raw -1651492.134555 + Penalty 3118.836099 = -1648373.298455
  nChanged 449
		SP:Iteration 12Q (101253.510000 sec): 3 clusters
  Score: Raw -1651830.008295 + Penalty 3118.836099 = -1648711.172196
  nChanged 310
		SP:Iteration 13Q (101253.780000 sec): 3 clusters
  Score: Raw -1652039.778117 + Penalty 3118.836099 = -1648920.942018
  nChanged 210
		SP:Iteration 14Q (101253.960000 sec): 3 clusters
  Score: Raw -1652183.872406 + Penalty 3118.836099 = -1649065.036307
  nChanged 130
		SP:Iteration 15Q (101254.210000 sec): 3 clusters
  Score: Raw -1652277.005075 + Penalty 3118.836099 = -1649158.168976
  nChanged 98
		SP:Iteration 16Q (101254.540000 sec): 3 clusters
  Score: Raw -1652350.185502 + Penalty 3118.836099 = -1649231.349403
  nChanged 76
		SP:Iteration 17Q (101254.780000 sec): 3 clusters
  Score: Raw -1652412.238498 + Penalty 3118.836099 = -1649293.402399
  nChanged 53
		SP:Iteration 18Q (101254.980000 sec): 3 clusters
  Score: Raw -1652448.481674 + Penalty 3118.836099 = -1649329.645575
  nChanged 32
		SP:Iteration 19Q (101255.250000 sec): 3 clusters
  Score: Raw -1652471.465725 + Penalty 3118.836099 = -1649352.629626
  nChanged 23
		SP:Iteration 20F (101255.510000 sec): 3 clusters
  Score: Raw -1652491.366333 + Penalty 3118.836099 = -1649372.530234
  nChanged 27
		SP:Iteration 21Q (101255.680000 sec): 3 clusters
  Score: Raw -1652512.141073 + Penalty 3118.836099 = -1649393.304974
  nChanged 19
		SP:Iteration 22Q (101255.960000 sec): 3 clusters
  Score: Raw -1652525.743418 + Penalty 3118.836099 = -1649406.907319
  nChanged 11
		SP:Iteration 23Q (101256.190000 sec): 3 clusters
  Score: Raw -1652533.192163 + Penalty 3118.836099 = -1649414.356064
  nChanged 12
		SP:Iteration 24Q (101256.410000 sec): 3 clusters
  Score: Raw -1652541.767828 + Penalty 3118.836099 = -1649422.931729
  nChanged 9
		SP:Iteration 25Q (101256.730000 sec): 3 clusters
  Score: Raw -1652548.267618 + Penalty 3118.836099 = -1649429.431519
  nChanged 10
		SP:Iteration 26Q (101256.970000 sec): 3 clusters
  Score: Raw -1652558.600640 + Penalty 3118.836099 = -1649439.764541
  nChanged 10
		SP:Iteration 27Q (101257.260000 sec): 3 clusters
  Score: Raw -1652563.217772 + Penalty 3118.836099 = -1649444.381673
  nChanged 3
		SP:Iteration 28Q (101257.490000 sec): 3 clusters
  Score: Raw -1652566.011251 + Penalty 3118.836099 = -1649447.175152
  nChanged 5
		SP:Iteration 29Q (101257.740000 sec): 3 clusters
  Score: Raw -1652571.576224 + Penalty 3118.836099 = -1649452.740125
  nChanged 5
		SP:Iteration 30Q (101257.980000 sec): 3 clusters
  Score: Raw -1652575.583429 + Penalty 3118.836099 = -1649456.747330
  nChanged 5
		SP:Iteration 31Q (101258.230000 sec): 3 clusters
  Score: Raw -1652578.882976 + Penalty 3118.836099 = -1649460.046877
  nChanged 3
		SP:Iteration 32Q (101258.490000 sec): 3 clusters
  Score: Raw -1652581.591621 + Penalty 3118.836099 = -1649462.755522
  nChanged 4
		SP:Iteration 33Q (101258.700000 sec): 3 clusters
  Score: Raw -1652585.442747 + Penalty 3118.836099 = -1649466.606648
  nChanged 5
		SP:Iteration 34Q (101258.950000 sec): 3 clusters
  Score: Raw -1652588.415333 + Penalty 3118.836099 = -1649469.579234
  nChanged 4
		SP:Iteration 35Q (101259.170000 sec): 3 clusters
  Score: Raw -1652590.732639 + Penalty 3118.836099 = -1649471.896540
  nChanged 3
		SP:Iteration 36Q (101259.370000 sec): 3 clusters
  Score: Raw -1652593.253408 + Penalty 3118.836099 = -1649474.417309
  nChanged 2
		SP:Iteration 37Q (101259.640000 sec): 3 clusters
  Score: Raw -1652594.514334 + Penalty 3118.836099 = -1649475.678235
  nChanged 1
		SP:Iteration 38Q (101259.910000 sec): 3 clusters
  Score: Raw -1652594.794636 + Penalty 3118.836099 = -1649475.958537
  nChanged 0
		SP:Iteration 39F (101260.230000 sec): 3 clusters
  Score: Raw -1652594.794636 + Penalty 3118.836099 = -1649475.958537
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101260.460000 sec): 2 clusters
  Score: Raw -4027219.906221 + Penalty 1691.061611 = -4025528.844610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101260.930000 sec): 3 clusters
  Score: Raw -4006730.822365 + Penalty 3382.123221 = -4003348.699143
  nChanged 15131
		SP:Iteration 1F (101261.320000 sec): 3 clusters
  Score: Raw -4015252.598505 + Penalty 3382.123221 = -4011870.475284
  nChanged 1565
		SP:Iteration 2Q (101261.680000 sec): 3 clusters
  Score: Raw -4015856.205048 + Penalty 3382.123221 = -4012474.081827
  nChanged 1527
		SP:Iteration 3Q (101262.110000 sec): 3 clusters
  Score: Raw -4016606.902782 + Penalty 3382.123221 = -4013224.779560
  nChanged 1619
		SP:Iteration 4Q (101262.500000 sec): 3 clusters
  Score: Raw -4017424.463366 + Penalty 3382.123221 = -4014042.340145
  nChanged 1721
		SP:Iteration 5F (101262.870000 sec): 3 clusters
  Score: Raw -4018194.223804 + Penalty 3382.123221 = -4014812.100582
  nChanged 1621
		SP:Iteration 6Q (101263.210000 sec): 3 clusters
  Score: Raw -4018867.219813 + Penalty 3382.123221 = -4015485.096592
  nChanged 1650
		SP:Iteration 7Q (101263.610000 sec): 3 clusters
  Score: Raw -4019583.222490 + Penalty 3382.123221 = -4016201.099268
  nChanged 1546
		SP:Iteration 8Q (101263.970000 sec): 3 clusters
  Score: Raw -4020316.389100 + Penalty 3382.123221 = -4016934.265878
  nChanged 1537
		SP:Iteration 9Q (101264.380000 sec): 3 clusters
  Score: Raw -4021143.903343 + Penalty 3382.123221 = -4017761.780121
  nChanged 1485
		SP:Iteration 10Q (101264.750000 sec): 3 clusters
  Score: Raw -4022048.305492 + Penalty 3382.123221 = -4018666.182271
  nChanged 1430
		SP:Iteration 11Q (101265.180000 sec): 3 clusters
  Score: Raw -4022985.468289 + Penalty 3382.123221 = -4019603.345068
  nChanged 1302
		SP:Iteration 12Q (101265.520000 sec): 3 clusters
  Score: Raw -4023811.497240 + Penalty 3382.123221 = -4020429.374019
  nChanged 1033
		SP:Iteration 13Q (101265.920000 sec): 3 clusters
  Score: Raw -4024421.820710 + Penalty 3382.123221 = -4021039.697489
  nChanged 881
		SP:Iteration 14Q (101266.280000 sec): 3 clusters
  Score: Raw -4024923.446256 + Penalty 3382.123221 = -4021541.323035
  nChanged 769
		SP:Iteration 15Q (101266.750000 sec): 3 clusters
  Score: Raw -4025396.544727 + Penalty 3382.123221 = -4022014.421506
  nChanged 736
		SP:Iteration 16Q (101267.190000 sec): 3 clusters
  Score: Raw -4025813.422380 + Penalty 3382.123221 = -4022431.299159
  nChanged 723
		SP:Iteration 17Q (101267.620000 sec): 3 clusters
  Score: Raw -4026212.421364 + Penalty 3382.123221 = -4022830.298143
  nChanged 663
		SP:Iteration 18Q (101268.010000 sec): 3 clusters
  Score: Raw -4026544.973772 + Penalty 3382.123221 = -4023162.850550
  nChanged 590
		SP:Iteration 19Q (101268.350000 sec): 3 clusters
  Score: Raw -4026852.331279 + Penalty 3382.123221 = -4023470.208057
  nChanged 553
		SP:Iteration 20F (101268.780000 sec): 3 clusters
  Score: Raw -4027133.458899 + Penalty 3382.123221 = -4023751.335678
  nChanged 481
		SP:Iteration 21Q (101269.150000 sec): 3 clusters
  Score: Raw -4027383.304533 + Penalty 3382.123221 = -4024001.181312
  nChanged 420
		SP:Iteration 22Q (101269.530000 sec): 3 clusters
  Score: Raw -4027599.744209 + Penalty 3382.123221 = -4024217.620987
  nChanged 356
		SP:Iteration 23Q (101269.920000 sec): 3 clusters
  Score: Raw -4027769.574916 + Penalty 3382.123221 = -4024387.451694
  nChanged 299
		SP:Iteration 24Q (101270.310000 sec): 3 clusters
  Score: Raw -4027906.941890 + Penalty 3382.123221 = -4024524.818669
  nChanged 258
		SP:Iteration 25Q (101270.740000 sec): 3 clusters
  Score: Raw -4028009.654098 + Penalty 3382.123221 = -4024627.530876
  nChanged 216
		SP:Iteration 26Q (101271.080000 sec): 3 clusters
  Score: Raw -4028095.385366 + Penalty 3382.123221 = -4024713.262145
  nChanged 205
		SP:Iteration 27Q (101271.370000 sec): 3 clusters
  Score: Raw -4028175.441133 + Penalty 3382.123221 = -4024793.317911
  nChanged 185
		SP:Iteration 28Q (101271.700000 sec): 3 clusters
  Score: Raw -4028248.170996 + Penalty 3382.123221 = -4024866.047775
  nChanged 159
		SP:Iteration 29Q (101272.120000 sec): 3 clusters
  Score: Raw -4028314.504307 + Penalty 3382.123221 = -4024932.381086
  nChanged 146
		SP:Iteration 30Q (101272.470000 sec): 3 clusters
  Score: Raw -4028375.885266 + Penalty 3382.123221 = -4024993.762045
  nChanged 133
		SP:Iteration 31Q (101272.810000 sec): 3 clusters
  Score: Raw -4028424.142330 + Penalty 3382.123221 = -4025042.019108
  nChanged 96
		SP:Iteration 32Q (101273.220000 sec): 3 clusters
  Score: Raw -4028451.107787 + Penalty 3382.123221 = -4025068.984566
  nChanged 85
		SP:Iteration 33Q (101273.620000 sec): 3 clusters
  Score: Raw -4028472.382701 + Penalty 3382.123221 = -4025090.259480
  nChanged 68
		SP:Iteration 34Q (101273.980000 sec): 3 clusters
  Score: Raw -4028488.647899 + Penalty 3382.123221 = -4025106.524677
  nChanged 49
		SP:Iteration 35Q (101274.390000 sec): 3 clusters
  Score: Raw -4028498.162586 + Penalty 3382.123221 = -4025116.039365
  nChanged 32
		SP:Iteration 36Q (101274.750000 sec): 3 clusters
  Score: Raw -4028504.738793 + Penalty 3382.123221 = -4025122.615571
  nChanged 34
		SP:Iteration 37Q (101275.100000 sec): 3 clusters
  Score: Raw -4028511.487865 + Penalty 3382.123221 = -4025129.364643
  nChanged 32
		SP:Iteration 38Q (101275.450000 sec): 3 clusters
  Score: Raw -4028518.889035 + Penalty 3382.123221 = -4025136.765814
  nChanged 34
		SP:Iteration 39Q (101275.790000 sec): 3 clusters
  Score: Raw -4028526.655034 + Penalty 3382.123221 = -4025144.531812
  nChanged 38
		SP:Iteration 40F (101276.220000 sec): 3 clusters
  Score: Raw -4028533.981225 + Penalty 3382.123221 = -4025151.858004
  nChanged 32
		SP:Iteration 41Q (101276.570000 sec): 3 clusters
  Score: Raw -4028540.455114 + Penalty 3382.123221 = -4025158.331893
  nChanged 22
		SP:Iteration 42Q (101276.960000 sec): 3 clusters
  Score: Raw -4028544.204357 + Penalty 3382.123221 = -4025162.081135
  nChanged 20
		SP:Iteration 43Q (101277.270000 sec): 3 clusters
  Score: Raw -4028548.037619 + Penalty 3382.123221 = -4025165.914398
  nChanged 22
		SP:Iteration 44Q (101277.610000 sec): 3 clusters
  Score: Raw -4028551.965723 + Penalty 3382.123221 = -4025169.842501
  nChanged 16
		SP:Iteration 45Q (101277.920000 sec): 3 clusters
  Score: Raw -4028554.287813 + Penalty 3382.123221 = -4025172.164592
  nChanged 17
		SP:Iteration 46Q (101278.230000 sec): 3 clusters
  Score: Raw -4028556.876060 + Penalty 3382.123221 = -4025174.752839
  nChanged 7
		SP:Iteration 47Q (101278.560000 sec): 3 clusters
  Score: Raw -4028557.960341 + Penalty 3382.123221 = -4025175.837120
  nChanged 10
		SP:Iteration 48Q (101278.910000 sec): 3 clusters
  Score: Raw -4028559.180544 + Penalty 3382.123221 = -4025177.057323
  nChanged 5
		SP:Iteration 49Q (101279.210000 sec): 3 clusters
  Score: Raw -4028559.716394 + Penalty 3382.123221 = -4025177.593172
  nChanged 6
		SP:Iteration 50Q (101279.510000 sec): 3 clusters
  Score: Raw -4028560.347802 + Penalty 3382.123221 = -4025178.224581
  nChanged 4
		SP:Iteration 51Q (101279.780000 sec): 3 clusters
  Score: Raw -4028560.811438 + Penalty 3382.123221 = -4025178.688216
  nChanged 2
		SP:Iteration 52Q (101280.070000 sec): 3 clusters
  Score: Raw -4028560.959610 + Penalty 3382.123221 = -4025178.836388
  nChanged 1
		SP:Iteration 53Q (101280.410000 sec): 3 clusters
  Score: Raw -4028561.085514 + Penalty 3382.123221 = -4025178.962292
  nChanged 2
		SP:Iteration 54Q (101280.710000 sec): 3 clusters
  Score: Raw -4028561.346546 + Penalty 3382.123221 = -4025179.223325
  nChanged 2
		SP:Iteration 55Q (101281.120000 sec): 3 clusters
  Score: Raw -4028561.615352 + Penalty 3382.123221 = -4025179.492131
  nChanged 1
		SP:Iteration 56Q (101281.450000 sec): 3 clusters
  Score: Raw -4028561.795669 + Penalty 3382.123221 = -4025179.672447
  nChanged 1
		SP:Iteration 57Q (101281.820000 sec): 3 clusters
  Score: Raw -4028561.953807 + Penalty 3382.123221 = -4025179.830585
  nChanged 2
		SP:Iteration 58Q (101282.180000 sec): 3 clusters
  Score: Raw -4028562.159446 + Penalty 3382.123221 = -4025180.036224
  nChanged 3
		SP:Iteration 59Q (101282.550000 sec): 3 clusters
  Score: Raw -4028562.752371 + Penalty 3382.123221 = -4025180.629150
  nChanged 2
		SP:Iteration 60F (101282.920000 sec): 3 clusters
  Score: Raw -4028563.021911 + Penalty 3382.123221 = -4025180.898690
  nChanged 1
		SP:Iteration 61Q (101283.290000 sec): 3 clusters
  Score: Raw -4028563.220779 + Penalty 3382.123221 = -4025181.097558
  nChanged 1
		SP:Iteration 62Q (101283.640000 sec): 3 clusters
  Score: Raw -4028563.482638 + Penalty 3382.123221 = -4025181.359417
  nChanged 2
		SP:Iteration 63Q (101284.100000 sec): 3 clusters
  Score: Raw -4028563.635567 + Penalty 3382.123221 = -4025181.512345
  nChanged 0
		SP:Iteration 64F (101284.520000 sec): 3 clusters
  Score: Raw -4028563.635567 + Penalty 3382.123221 = -4025181.512345
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101284.670000 sec): 2 clusters
  Score: Raw -1820530.126780 + Penalty 1580.208644 = -1818949.918136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101284.980000 sec): 3 clusters
  Score: Raw -1810693.662806 + Penalty 3160.417288 = -1807533.245517
  nChanged 7359
		SP:Iteration 1F (101285.290000 sec): 3 clusters
  Score: Raw -1814866.416151 + Penalty 3160.417288 = -1811705.998863
  nChanged 1020
		SP:Iteration 2F (101285.570000 sec): 3 clusters
  Score: Raw -1815321.155632 + Penalty 3160.417288 = -1812160.738343
  nChanged 886
		SP:Iteration 3F (101285.790000 sec): 3 clusters
  Score: Raw -1815735.070788 + Penalty 3160.417288 = -1812574.653500
  nChanged 811
		SP:Iteration 4Q (101286.090000 sec): 3 clusters
  Score: Raw -1816093.251753 + Penalty 3160.417288 = -1812932.834465
  nChanged 743
		SP:Iteration 5Q (101286.420000 sec): 3 clusters
  Score: Raw -1816454.000488 + Penalty 3160.417288 = -1813293.583200
  nChanged 742
		SP:Iteration 6Q (101286.700000 sec): 3 clusters
  Score: Raw -1816840.133257 + Penalty 3160.417288 = -1813679.715969
  nChanged 739
		SP:Iteration 7Q (101286.970000 sec): 3 clusters
  Score: Raw -1817246.380847 + Penalty 3160.417288 = -1814085.963559
  nChanged 714
		SP:Iteration 8Q (101287.330000 sec): 3 clusters
  Score: Raw -1817684.091735 + Penalty 3160.417288 = -1814523.674447
  nChanged 688
		SP:Iteration 9Q (101287.630000 sec): 3 clusters
  Score: Raw -1818108.786324 + Penalty 3160.417288 = -1814948.369036
  nChanged 658
		SP:Iteration 10Q (101287.960000 sec): 3 clusters
  Score: Raw -1818478.360928 + Penalty 3160.417288 = -1815317.943639
  nChanged 594
		SP:Iteration 11Q (101288.250000 sec): 3 clusters
  Score: Raw -1818771.678806 + Penalty 3160.417288 = -1815611.261517
  nChanged 480
		SP:Iteration 12Q (101288.560000 sec): 3 clusters
  Score: Raw -1819010.277731 + Penalty 3160.417288 = -1815849.860443
  nChanged 439
		SP:Iteration 13Q (101288.770000 sec): 3 clusters
  Score: Raw -1819192.217769 + Penalty 3160.417288 = -1816031.800481
  nChanged 380
		SP:Iteration 14Q (101289.050000 sec): 3 clusters
  Score: Raw -1819348.568979 + Penalty 3160.417288 = -1816188.151690
  nChanged 329
		SP:Iteration 15Q (101289.330000 sec): 3 clusters
  Score: Raw -1819479.393679 + Penalty 3160.417288 = -1816318.976391
  nChanged 289
		SP:Iteration 16Q (101289.570000 sec): 3 clusters
  Score: Raw -1819587.461334 + Penalty 3160.417288 = -1816427.044046
  nChanged 248
		SP:Iteration 17Q (101289.870000 sec): 3 clusters
  Score: Raw -1819676.362028 + Penalty 3160.417288 = -1816515.944740
  nChanged 236
		SP:Iteration 18Q (101290.150000 sec): 3 clusters
  Score: Raw -1819770.576814 + Penalty 3160.417288 = -1816610.159526
  nChanged 238
		SP:Iteration 19Q (101290.430000 sec): 3 clusters
  Score: Raw -1819867.553247 + Penalty 3160.417288 = -1816707.135959
  nChanged 234
		SP:Iteration 20F (101290.670000 sec): 3 clusters
  Score: Raw -1819962.528275 + Penalty 3160.417288 = -1816802.110987
  nChanged 234
		SP:Iteration 21Q (101290.920000 sec): 3 clusters
  Score: Raw -1820062.444808 + Penalty 3160.417288 = -1816902.027520
  nChanged 220
		SP:Iteration 22Q (101291.190000 sec): 3 clusters
  Score: Raw -1820165.043522 + Penalty 3160.417288 = -1817004.626234
  nChanged 187
		SP:Iteration 23Q (101291.440000 sec): 3 clusters
  Score: Raw -1820249.324493 + Penalty 3160.417288 = -1817088.907205
  nChanged 155
		SP:Iteration 24Q (101291.750000 sec): 3 clusters
  Score: Raw -1820328.739958 + Penalty 3160.417288 = -1817168.322670
  nChanged 143
		SP:Iteration 25Q (101292.040000 sec): 3 clusters
  Score: Raw -1820394.468008 + Penalty 3160.417288 = -1817234.050720
  nChanged 123
		SP:Iteration 26Q (101292.270000 sec): 3 clusters
  Score: Raw -1820452.428629 + Penalty 3160.417288 = -1817292.011341
  nChanged 105
		SP:Iteration 27Q (101292.520000 sec): 3 clusters
  Score: Raw -1820500.381819 + Penalty 3160.417288 = -1817339.964531
  nChanged 75
		SP:Iteration 28Q (101292.850000 sec): 3 clusters
  Score: Raw -1820533.946660 + Penalty 3160.417288 = -1817373.529372
  nChanged 67
		SP:Iteration 29Q (101293.110000 sec): 3 clusters
  Score: Raw -1820566.392404 + Penalty 3160.417288 = -1817405.975116
  nChanged 56
		SP:Iteration 30Q (101293.370000 sec): 3 clusters
  Score: Raw -1820596.883943 + Penalty 3160.417288 = -1817436.466655
  nChanged 61
		SP:Iteration 31Q (101293.680000 sec): 3 clusters
  Score: Raw -1820627.831631 + Penalty 3160.417288 = -1817467.414342
  nChanged 66
		SP:Iteration 32Q (101293.940000 sec): 3 clusters
  Score: Raw -1820663.390692 + Penalty 3160.417288 = -1817502.973404
  nChanged 54
		SP:Iteration 33Q (101294.270000 sec): 3 clusters
  Score: Raw -1820692.253508 + Penalty 3160.417288 = -1817531.836220
  nChanged 36
		SP:Iteration 34Q (101294.570000 sec): 3 clusters
  Score: Raw -1820708.397661 + Penalty 3160.417288 = -1817547.980373
  nChanged 30
		SP:Iteration 35Q (101294.890000 sec): 3 clusters
  Score: Raw -1820724.103208 + Penalty 3160.417288 = -1817563.685920
  nChanged 24
		SP:Iteration 36Q (101295.250000 sec): 3 clusters
  Score: Raw -1820735.704021 + Penalty 3160.417288 = -1817575.286732
  nChanged 21
		SP:Iteration 37Q (101295.470000 sec): 3 clusters
  Score: Raw -1820744.255549 + Penalty 3160.417288 = -1817583.838260
  nChanged 22
		SP:Iteration 38Q (101295.720000 sec): 3 clusters
  Score: Raw -1820755.299245 + Penalty 3160.417288 = -1817594.881957
  nChanged 16
		SP:Iteration 39Q (101296.040000 sec): 3 clusters
  Score: Raw -1820761.046859 + Penalty 3160.417288 = -1817600.629571
  nChanged 8
		SP:Iteration 40F (101296.260000 sec): 3 clusters
  Score: Raw -1820764.334734 + Penalty 3160.417288 = -1817603.917446
  nChanged 8
		SP:Iteration 41Q (101296.590000 sec): 3 clusters
  Score: Raw -1820767.352423 + Penalty 3160.417288 = -1817606.935135
  nChanged 11
		SP:Iteration 42Q (101296.830000 sec): 3 clusters
  Score: Raw -1820775.103620 + Penalty 3160.417288 = -1817614.686332
  nChanged 15
		SP:Iteration 43Q (101297.090000 sec): 3 clusters
  Score: Raw -1820782.528483 + Penalty 3160.417288 = -1817622.111194
  nChanged 15
		SP:Iteration 44Q (101297.400000 sec): 3 clusters
  Score: Raw -1820788.239779 + Penalty 3160.417288 = -1817627.822490
  nChanged 10
		SP:Iteration 45Q (101297.620000 sec): 3 clusters
  Score: Raw -1820793.255466 + Penalty 3160.417288 = -1817632.838178
  nChanged 10
		SP:Iteration 46Q (101297.850000 sec): 3 clusters
  Score: Raw -1820798.601584 + Penalty 3160.417288 = -1817638.184296
  nChanged 11
		SP:Iteration 47Q (101298.090000 sec): 3 clusters
  Score: Raw -1820803.561051 + Penalty 3160.417288 = -1817643.143763
  nChanged 6
		SP:Iteration 48Q (101298.340000 sec): 3 clusters
  Score: Raw -1820805.632703 + Penalty 3160.417288 = -1817645.215415
  nChanged 3
		SP:Iteration 49Q (101298.590000 sec): 3 clusters
  Score: Raw -1820806.298454 + Penalty 3160.417288 = -1817645.881166
  nChanged 2
		SP:Iteration 50Q (101298.810000 sec): 3 clusters
  Score: Raw -1820807.415854 + Penalty 3160.417288 = -1817646.998566
  nChanged 4
		SP:Iteration 51Q (101299.030000 sec): 3 clusters
  Score: Raw -1820809.221101 + Penalty 3160.417288 = -1817648.803813
  nChanged 4
		SP:Iteration 52Q (101299.230000 sec): 3 clusters
  Score: Raw -1820810.514765 + Penalty 3160.417288 = -1817650.097477
  nChanged 2
		SP:Iteration 53Q (101299.490000 sec): 3 clusters
  Score: Raw -1820811.641689 + Penalty 3160.417288 = -1817651.224401
  nChanged 1
		SP:Iteration 54Q (101299.710000 sec): 3 clusters
  Score: Raw -1820812.031585 + Penalty 3160.417288 = -1817651.614297
  nChanged 0
		SP:Iteration 55F (101299.930000 sec): 3 clusters
  Score: Raw -1820812.031585 + Penalty 3160.417288 = -1817651.614297
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101300.030000 sec): 2 clusters
  Score: Raw -501090.444065 + Penalty 1348.916604 = -499741.527461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101300.170000 sec): 3 clusters
  Score: Raw -499051.520030 + Penalty 2697.833207 = -496353.686822
  nChanged 1598
		SP:Iteration 1F (101300.320000 sec): 3 clusters
  Score: Raw -499885.702991 + Penalty 2697.833207 = -497187.869783
  nChanged 278
		SP:Iteration 2F (101300.460000 sec): 3 clusters
  Score: Raw -500024.087715 + Penalty 2697.833207 = -497326.254508
  nChanged 197
		SP:Iteration 3Q (101300.610000 sec): 3 clusters
  Score: Raw -500128.813296 + Penalty 2697.833207 = -497430.980089
  nChanged 150
		SP:Iteration 4Q (101300.750000 sec): 3 clusters
  Score: Raw -500196.131925 + Penalty 2697.833207 = -497498.298718
  nChanged 108
		SP:Iteration 5Q (101300.890000 sec): 3 clusters
  Score: Raw -500241.875048 + Penalty 2697.833207 = -497544.041841
  nChanged 92
		SP:Iteration 6Q (101301.030000 sec): 3 clusters
  Score: Raw -500276.102754 + Penalty 2697.833207 = -497578.269547
  nChanged 79
		SP:Iteration 7Q (101301.250000 sec): 3 clusters
  Score: Raw -500305.472820 + Penalty 2697.833207 = -497607.639613
  nChanged 67
		SP:Iteration 8Q (101301.370000 sec): 3 clusters
  Score: Raw -500335.962250 + Penalty 2697.833207 = -497638.129042
  nChanged 74
		SP:Iteration 9Q (101301.520000 sec): 3 clusters
  Score: Raw -500365.531888 + Penalty 2697.833207 = -497667.698680
  nChanged 66
		SP:Iteration 10Q (101301.660000 sec): 3 clusters
  Score: Raw -500394.355860 + Penalty 2697.833207 = -497696.522652
  nChanged 57
		SP:Iteration 11Q (101301.810000 sec): 3 clusters
  Score: Raw -500417.520550 + Penalty 2697.833207 = -497719.687342
  nChanged 55
		SP:Iteration 12Q (101301.950000 sec): 3 clusters
  Score: Raw -500441.128775 + Penalty 2697.833207 = -497743.295568
  nChanged 58
		SP:Iteration 13Q (101302.090000 sec): 3 clusters
  Score: Raw -500459.932349 + Penalty 2697.833207 = -497762.099142
  nChanged 45
		SP:Iteration 14Q (101302.260000 sec): 3 clusters
  Score: Raw -500483.954608 + Penalty 2697.833207 = -497786.121401
  nChanged 61
		SP:Iteration 15Q (101302.420000 sec): 3 clusters
  Score: Raw -500515.700876 + Penalty 2697.833207 = -497817.867669
  nChanged 63
		SP:Iteration 16Q (101302.560000 sec): 3 clusters
  Score: Raw -500546.852449 + Penalty 2697.833207 = -497849.019242
  nChanged 64
		SP:Iteration 17Q (101302.710000 sec): 3 clusters
  Score: Raw -500578.553435 + Penalty 2697.833207 = -497880.720228
  nChanged 77
		SP:Iteration 18Q (101302.850000 sec): 3 clusters
  Score: Raw -500614.857197 + Penalty 2697.833207 = -497917.023989
  nChanged 64
		SP:Iteration 19Q (101302.990000 sec): 3 clusters
  Score: Raw -500651.721514 + Penalty 2697.833207 = -497953.888307
  nChanged 68
		SP:Iteration 20F (101303.140000 sec): 3 clusters
  Score: Raw -500688.831896 + Penalty 2697.833207 = -497990.998689
  nChanged 63
		SP:Iteration 21Q (101303.280000 sec): 3 clusters
  Score: Raw -500722.190231 + Penalty 2697.833207 = -498024.357024
  nChanged 52
		SP:Iteration 22Q (101303.430000 sec): 3 clusters
  Score: Raw -500751.622035 + Penalty 2697.833207 = -498053.788828
  nChanged 63
		SP:Iteration 23Q (101303.570000 sec): 3 clusters
  Score: Raw -500789.420500 + Penalty 2697.833207 = -498091.587293
  nChanged 76
		SP:Iteration 24Q (101303.710000 sec): 3 clusters
  Score: Raw -500830.859784 + Penalty 2697.833207 = -498133.026577
  nChanged 65
		SP:Iteration 25Q (101303.850000 sec): 3 clusters
  Score: Raw -500870.362897 + Penalty 2697.833207 = -498172.529689
  nChanged 72
		SP:Iteration 26Q (101304.000000 sec): 3 clusters
  Score: Raw -500912.494368 + Penalty 2697.833207 = -498214.661160
  nChanged 70
		SP:Iteration 27Q (101304.140000 sec): 3 clusters
  Score: Raw -500952.660105 + Penalty 2697.833207 = -498254.826898
  nChanged 68
		SP:Iteration 28Q (101304.290000 sec): 3 clusters
  Score: Raw -500991.518069 + Penalty 2697.833207 = -498293.684862
  nChanged 51
		SP:Iteration 29Q (101304.430000 sec): 3 clusters
  Score: Raw -501028.270486 + Penalty 2697.833207 = -498330.437278
  nChanged 55
		SP:Iteration 30Q (101304.570000 sec): 3 clusters
  Score: Raw -501060.611369 + Penalty 2697.833207 = -498362.778161
  nChanged 49
		SP:Iteration 31Q (101304.720000 sec): 3 clusters
  Score: Raw -501093.206294 + Penalty 2697.833207 = -498395.373086
  nChanged 44
		SP:Iteration 32Q (101304.860000 sec): 3 clusters
  Score: Raw -501117.176531 + Penalty 2697.833207 = -498419.343324
  nChanged 38
		SP:Iteration 33Q (101305.010000 sec): 3 clusters
  Score: Raw -501137.321257 + Penalty 2697.833207 = -498439.488049
  nChanged 30
		SP:Iteration 34Q (101305.150000 sec): 3 clusters
  Score: Raw -501154.340908 + Penalty 2697.833207 = -498456.507701
  nChanged 23
		SP:Iteration 35Q (101305.290000 sec): 3 clusters
  Score: Raw -501165.872574 + Penalty 2697.833207 = -498468.039366
  nChanged 20
		SP:Iteration 36Q (101305.440000 sec): 3 clusters
  Score: Raw -501175.505884 + Penalty 2697.833207 = -498477.672676
  nChanged 15
		SP:Iteration 37Q (101305.580000 sec): 3 clusters
  Score: Raw -501182.831193 + Penalty 2697.833207 = -498484.997985
  nChanged 14
		SP:Iteration 38Q (101305.730000 sec): 3 clusters
  Score: Raw -501188.617657 + Penalty 2697.833207 = -498490.784450
  nChanged 12
		SP:Iteration 39Q (101305.870000 sec): 3 clusters
  Score: Raw -501195.577978 + Penalty 2697.833207 = -498497.744771
  nChanged 15
		SP:Iteration 40F (101306.010000 sec): 3 clusters
  Score: Raw -501202.880954 + Penalty 2697.833207 = -498505.047747
  nChanged 12
		SP:Iteration 41Q (101306.160000 sec): 3 clusters
  Score: Raw -501209.277550 + Penalty 2697.833207 = -498511.444343
  nChanged 11
		SP:Iteration 42Q (101306.300000 sec): 3 clusters
  Score: Raw -501215.473396 + Penalty 2697.833207 = -498517.640189
  nChanged 11
		SP:Iteration 43Q (101306.440000 sec): 3 clusters
  Score: Raw -501222.400937 + Penalty 2697.833207 = -498524.567730
  nChanged 9
		SP:Iteration 44Q (101306.590000 sec): 3 clusters
  Score: Raw -501227.919981 + Penalty 2697.833207 = -498530.086774
  nChanged 4
		SP:Iteration 45Q (101306.730000 sec): 3 clusters
  Score: Raw -501229.137569 + Penalty 2697.833207 = -498531.304362
  nChanged 1
		SP:Iteration 46Q (101306.870000 sec): 3 clusters
  Score: Raw -501229.903431 + Penalty 2697.833207 = -498532.070224
  nChanged 2
		SP:Iteration 47Q (101307.020000 sec): 3 clusters
  Score: Raw -501231.392932 + Penalty 2697.833207 = -498533.559725
  nChanged 4
		SP:Iteration 48Q (101307.160000 sec): 3 clusters
  Score: Raw -501233.270878 + Penalty 2697.833207 = -498535.437671
  nChanged 3
		SP:Iteration 49Q (101307.310000 sec): 3 clusters
  Score: Raw -501234.047608 + Penalty 2697.833207 = -498536.214401
  nChanged 3
		SP:Iteration 50Q (101307.450000 sec): 3 clusters
  Score: Raw -501234.775485 + Penalty 2697.833207 = -498536.942277
  nChanged 2
		SP:Iteration 51Q (101307.590000 sec): 3 clusters
  Score: Raw -501235.752227 + Penalty 2697.833207 = -498537.919020
  nChanged 1
		SP:Iteration 52Q (101307.740000 sec): 3 clusters
  Score: Raw -501236.801428 + Penalty 2697.833207 = -498538.968221
  nChanged 1
		SP:Iteration 53Q (101307.880000 sec): 3 clusters
  Score: Raw -501237.360604 + Penalty 2697.833207 = -498539.527397
  nChanged 2
		SP:Iteration 54Q (101308.030000 sec): 3 clusters
  Score: Raw -501238.199285 + Penalty 2697.833207 = -498540.366078
  nChanged 1
		SP:Iteration 55Q (101308.170000 sec): 3 clusters
  Score: Raw -501238.617980 + Penalty 2697.833207 = -498540.784773
  nChanged 1
		SP:Iteration 56Q (101308.310000 sec): 3 clusters
  Score: Raw -501238.975937 + Penalty 2697.833207 = -498541.142729
  nChanged 1
		SP:Iteration 57Q (101308.460000 sec): 3 clusters
  Score: Raw -501239.427390 + Penalty 2697.833207 = -498541.594183
  nChanged 3
		SP:Iteration 58Q (101308.600000 sec): 3 clusters
  Score: Raw -501241.030071 + Penalty 2697.833207 = -498543.196864
  nChanged 0
		SP:Iteration 59F (101308.750000 sec): 3 clusters
  Score: Raw -501241.030071 + Penalty 2697.833207 = -498543.196864
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (14201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101308.910000 sec): 2 clusters
  Score: Raw -1561949.121937 + Penalty 1553.673495 = -1560395.448442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101309.150000 sec): 3 clusters
  Score: Raw -1553718.677505 + Penalty 3107.346991 = -1550611.330514
  nChanged 6231
		SP:Iteration 1F (101309.390000 sec): 3 clusters
  Score: Raw -1557187.201638 + Penalty 3107.346991 = -1554079.854648
  nChanged 940
		SP:Iteration 2F (101309.630000 sec): 3 clusters
  Score: Raw -1557643.902860 + Penalty 3107.346991 = -1554536.555869
  nChanged 901
		SP:Iteration 3F (101309.870000 sec): 3 clusters
  Score: Raw -1558152.339646 + Penalty 3107.346991 = -1555044.992655
  nChanged 919
		SP:Iteration 4F (101310.110000 sec): 3 clusters
  Score: Raw -1558741.028402 + Penalty 3107.346991 = -1555633.681411
  nChanged 908
		SP:Iteration 5F (101310.340000 sec): 3 clusters
  Score: Raw -1559322.738587 + Penalty 3107.346991 = -1556215.391596
  nChanged 758
		SP:Iteration 6F (101310.580000 sec): 3 clusters
  Score: Raw -1559811.678334 + Penalty 3107.346991 = -1556704.331343
  nChanged 662
		SP:Iteration 7Q (101310.820000 sec): 3 clusters
  Score: Raw -1560239.185235 + Penalty 3107.346991 = -1557131.838244
  nChanged 541
		SP:Iteration 8Q (101311.060000 sec): 3 clusters
  Score: Raw -1560579.422906 + Penalty 3107.346991 = -1557472.075915
  nChanged 458
		SP:Iteration 9Q (101311.300000 sec): 3 clusters
  Score: Raw -1560835.830667 + Penalty 3107.346991 = -1557728.483676
  nChanged 337
		SP:Iteration 10Q (101311.530000 sec): 3 clusters
  Score: Raw -1561022.220463 + Penalty 3107.346991 = -1557914.873472
  nChanged 285
		SP:Iteration 11Q (101311.810000 sec): 3 clusters
  Score: Raw -1561164.327871 + Penalty 3107.346991 = -1558056.980880
  nChanged 261
		SP:Iteration 12Q (101312.050000 sec): 3 clusters
  Score: Raw -1561284.210010 + Penalty 3107.346991 = -1558176.863019
  nChanged 205
		SP:Iteration 13Q (101312.280000 sec): 3 clusters
  Score: Raw -1561376.270088 + Penalty 3107.346991 = -1558268.923098
  nChanged 166
		SP:Iteration 14Q (101312.520000 sec): 3 clusters
  Score: Raw -1561441.917932 + Penalty 3107.346991 = -1558334.570941
  nChanged 132
		SP:Iteration 15Q (101312.790000 sec): 3 clusters
  Score: Raw -1561488.416455 + Penalty 3107.346991 = -1558381.069464
  nChanged 116
		SP:Iteration 16Q (101313.000000 sec): 3 clusters
  Score: Raw -1561529.347850 + Penalty 3107.346991 = -1558422.000859
  nChanged 122
		SP:Iteration 17Q (101313.200000 sec): 3 clusters
  Score: Raw -1561572.210973 + Penalty 3107.346991 = -1558464.863982
  nChanged 140
		SP:Iteration 18Q (101313.440000 sec): 3 clusters
  Score: Raw -1561624.972030 + Penalty 3107.346991 = -1558517.625040
  nChanged 134
		SP:Iteration 19Q (101313.640000 sec): 3 clusters
  Score: Raw -1561676.003402 + Penalty 3107.346991 = -1558568.656412
  nChanged 124
		SP:Iteration 20F (101313.880000 sec): 3 clusters
  Score: Raw -1561722.713367 + Penalty 3107.346991 = -1558615.366376
  nChanged 105
		SP:Iteration 21Q (101314.080000 sec): 3 clusters
  Score: Raw -1561766.239686 + Penalty 3107.346991 = -1558658.892696
  nChanged 98
		SP:Iteration 22Q (101314.280000 sec): 3 clusters
  Score: Raw -1561808.095439 + Penalty 3107.346991 = -1558700.748449
  nChanged 84
		SP:Iteration 23Q (101314.550000 sec): 3 clusters
  Score: Raw -1561836.217069 + Penalty 3107.346991 = -1558728.870079
  nChanged 76
		SP:Iteration 24Q (101314.780000 sec): 3 clusters
  Score: Raw -1561865.167076 + Penalty 3107.346991 = -1558757.820085
  nChanged 78
		SP:Iteration 25Q (101315.020000 sec): 3 clusters
  Score: Raw -1561893.537984 + Penalty 3107.346991 = -1558786.190993
  nChanged 73
		SP:Iteration 26Q (101315.220000 sec): 3 clusters
  Score: Raw -1561917.363508 + Penalty 3107.346991 = -1558810.016517
  nChanged 56
		SP:Iteration 27Q (101315.500000 sec): 3 clusters
  Score: Raw -1561936.021261 + Penalty 3107.346991 = -1558828.674270
  nChanged 52
		SP:Iteration 28Q (101315.700000 sec): 3 clusters
  Score: Raw -1561957.861296 + Penalty 3107.346991 = -1558850.514306
  nChanged 61
		SP:Iteration 29Q (101315.970000 sec): 3 clusters
  Score: Raw -1561981.624431 + Penalty 3107.346991 = -1558874.277440
  nChanged 52
		SP:Iteration 30Q (101316.270000 sec): 3 clusters
  Score: Raw -1561999.945963 + Penalty 3107.346991 = -1558892.598972
  nChanged 50
		SP:Iteration 31Q (101316.480000 sec): 3 clusters
  Score: Raw -1562019.477833 + Penalty 3107.346991 = -1558912.130842
  nChanged 48
		SP:Iteration 32Q (101316.680000 sec): 3 clusters
  Score: Raw -1562040.181760 + Penalty 3107.346991 = -1558932.834769
  nChanged 43
		SP:Iteration 33Q (101316.880000 sec): 3 clusters
  Score: Raw -1562057.243389 + Penalty 3107.346991 = -1558949.896398
  nChanged 37
		SP:Iteration 34Q (101317.120000 sec): 3 clusters
  Score: Raw -1562071.890832 + Penalty 3107.346991 = -1558964.543842
  nChanged 32
		SP:Iteration 35Q (101317.320000 sec): 3 clusters
  Score: Raw -1562083.235897 + Penalty 3107.346991 = -1558975.888907
  nChanged 29
		SP:Iteration 36Q (101317.520000 sec): 3 clusters
  Score: Raw -1562095.536746 + Penalty 3107.346991 = -1558988.189755
  nChanged 31
		SP:Iteration 37Q (101317.720000 sec): 3 clusters
  Score: Raw -1562107.139835 + Penalty 3107.346991 = -1558999.792844
  nChanged 26
		SP:Iteration 38Q (101317.950000 sec): 3 clusters
  Score: Raw -1562115.480806 + Penalty 3107.346991 = -1559008.133815
  nChanged 14
		SP:Iteration 39Q (101318.230000 sec): 3 clusters
  Score: Raw -1562119.025992 + Penalty 3107.346991 = -1559011.679002
  nChanged 11
		SP:Iteration 40F (101318.480000 sec): 3 clusters
  Score: Raw -1562121.863720 + Penalty 3107.346991 = -1559014.516729
  nChanged 12
		SP:Iteration 41Q (101318.790000 sec): 3 clusters
  Score: Raw -1562125.485637 + Penalty 3107.346991 = -1559018.138646
  nChanged 10
		SP:Iteration 42Q (101319.060000 sec): 3 clusters
  Score: Raw -1562129.052031 + Penalty 3107.346991 = -1559021.705041
  nChanged 6
		SP:Iteration 43Q (101319.340000 sec): 3 clusters
  Score: Raw -1562131.223792 + Penalty 3107.346991 = -1559023.876802
  nChanged 6
		SP:Iteration 44Q (101319.540000 sec): 3 clusters
  Score: Raw -1562132.764750 + Penalty 3107.346991 = -1559025.417759
  nChanged 10
		SP:Iteration 45Q (101319.770000 sec): 3 clusters
  Score: Raw -1562136.589410 + Penalty 3107.346991 = -1559029.242419
  nChanged 6
		SP:Iteration 46Q (101320.030000 sec): 3 clusters
  Score: Raw -1562139.524433 + Penalty 3107.346991 = -1559032.177443
  nChanged 9
		SP:Iteration 47Q (101320.320000 sec): 3 clusters
  Score: Raw -1562142.308363 + Penalty 3107.346991 = -1559034.961372
  nChanged 7
		SP:Iteration 48Q (101320.630000 sec): 3 clusters
  Score: Raw -1562144.423923 + Penalty 3107.346991 = -1559037.076933
  nChanged 9
		SP:Iteration 49Q (101320.860000 sec): 3 clusters
  Score: Raw -1562146.375598 + Penalty 3107.346991 = -1559039.028607
  nChanged 7
		SP:Iteration 50Q (101321.110000 sec): 3 clusters
  Score: Raw -1562149.166027 + Penalty 3107.346991 = -1559041.819037
  nChanged 8
		SP:Iteration 51Q (101321.390000 sec): 3 clusters
  Score: Raw -1562152.902772 + Penalty 3107.346991 = -1559045.555782
  nChanged 11
		SP:Iteration 52Q (101321.720000 sec): 3 clusters
  Score: Raw -1562156.230821 + Penalty 3107.346991 = -1559048.883830
  nChanged 6
		SP:Iteration 53Q (101321.960000 sec): 3 clusters
  Score: Raw -1562157.966934 + Penalty 3107.346991 = -1559050.619943
  nChanged 3
		SP:Iteration 54Q (101322.200000 sec): 3 clusters
  Score: Raw -1562158.769596 + Penalty 3107.346991 = -1559051.422605
  nChanged 3
		SP:Iteration 55Q (101322.450000 sec): 3 clusters
  Score: Raw -1562159.631816 + Penalty 3107.346991 = -1559052.284825
  nChanged 3
		SP:Iteration 56Q (101322.720000 sec): 3 clusters
  Score: Raw -1562160.243795 + Penalty 3107.346991 = -1559052.896805
  nChanged 1
		SP:Iteration 57Q (101322.980000 sec): 3 clusters
  Score: Raw -1562160.573248 + Penalty 3107.346991 = -1559053.226257
  nChanged 1
		SP:Iteration 58Q (101323.210000 sec): 3 clusters
  Score: Raw -1562160.643971 + Penalty 3107.346991 = -1559053.296981
  nChanged 0
		SP:Iteration 59F (101323.510000 sec): 3 clusters
  Score: Raw -1562160.643971 + Penalty 3107.346991 = -1559053.296981
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101323.630000 sec): 2 clusters
  Score: Raw -99956.984144 + Penalty 1128.570798 = -98828.413346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101323.840000 sec): 3 clusters
  Score: Raw -99674.823119 + Penalty 2257.141596 = -97417.681523
  nChanged 340
		SP:Iteration 1F (101324.000000 sec): 3 clusters
  Score: Raw -100086.682679 + Penalty 2257.141596 = -97829.541083
  nChanged 96
		SP:Iteration 2F (101324.200000 sec): 3 clusters
  Score: Raw -100212.742990 + Penalty 2257.141596 = -97955.601394
  nChanged 54
		SP:Iteration 3F (101324.430000 sec): 3 clusters
  Score: Raw -100268.034668 + Penalty 2257.141596 = -98010.893072
  nChanged 40
		SP:Iteration 4Q (101324.610000 sec): 3 clusters
  Score: Raw -100322.179896 + Penalty 2257.141596 = -98065.038301
  nChanged 32
		SP:Iteration 5Q (101324.750000 sec): 3 clusters
  Score: Raw -100362.426585 + Penalty 2257.141596 = -98105.284989
  nChanged 23
		SP:Iteration 6Q (101324.890000 sec): 3 clusters
  Score: Raw -100386.221580 + Penalty 2257.141596 = -98129.079984
  nChanged 21
		SP:Iteration 7Q (101325.080000 sec): 3 clusters
  Score: Raw -100408.479180 + Penalty 2257.141596 = -98151.337585
  nChanged 10
		SP:Iteration 8Q (101325.170000 sec): 3 clusters
  Score: Raw -100417.542748 + Penalty 2257.141596 = -98160.401153
  nChanged 7
		SP:Iteration 9Q (101325.320000 sec): 3 clusters
  Score: Raw -100424.034996 + Penalty 2257.141596 = -98166.893400
  nChanged 8
		SP:Iteration 10Q (101325.460000 sec): 3 clusters
  Score: Raw -100434.589638 + Penalty 2257.141596 = -98177.448042
  nChanged 6
		SP:Iteration 11Q (101325.600000 sec): 3 clusters
  Score: Raw -100441.060253 + Penalty 2257.141596 = -98183.918657
  nChanged 5
		SP:Iteration 12Q (101325.740000 sec): 3 clusters
  Score: Raw -100444.962253 + Penalty 2257.141596 = -98187.820657
  nChanged 2
		SP:Iteration 13Q (101325.890000 sec): 3 clusters
  Score: Raw -100447.085419 + Penalty 2257.141596 = -98189.943823
  nChanged 0
		SP:Iteration 14F (101325.980000 sec): 3 clusters
  Score: Raw -100447.085419 + Penalty 2257.141596 = -98189.943823
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101326.340000 sec): 2 clusters
  Score: Raw -3155994.874920 + Penalty 1676.800283 = -3154318.074637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101326.710000 sec): 3 clusters
  Score: Raw -3137321.900656 + Penalty 3353.600565 = -3133968.300090
  nChanged 13976
		SP:Iteration 1F (101327.110000 sec): 3 clusters
  Score: Raw -3145241.555941 + Penalty 3353.600565 = -3141887.955376
  nChanged 1473
		SP:Iteration 2Q (101327.460000 sec): 3 clusters
  Score: Raw -3145787.072517 + Penalty 3353.600565 = -3142433.471952
  nChanged 1471
		SP:Iteration 3Q (101327.850000 sec): 3 clusters
  Score: Raw -3146405.434994 + Penalty 3353.600565 = -3143051.834429
  nChanged 1585
		SP:Iteration 4F (101328.200000 sec): 3 clusters
  Score: Raw -3147157.132146 + Penalty 3353.600565 = -3143803.531581
  nChanged 1645
		SP:Iteration 5F (101328.530000 sec): 3 clusters
  Score: Raw -3148033.262796 + Penalty 3353.600565 = -3144679.662231
  nChanged 1707
		SP:Iteration 6F (101328.910000 sec): 3 clusters
  Score: Raw -3149029.400980 + Penalty 3353.600565 = -3145675.800415
  nChanged 1686
		SP:Iteration 7F (101329.240000 sec): 3 clusters
  Score: Raw -3150083.359580 + Penalty 3353.600565 = -3146729.759015
  nChanged 1576
		SP:Iteration 8F (101329.610000 sec): 3 clusters
  Score: Raw -3151047.449135 + Penalty 3353.600565 = -3147693.848569
  nChanged 1336
		SP:Iteration 9Q (101329.990000 sec): 3 clusters
  Score: Raw -3151868.360545 + Penalty 3353.600565 = -3148514.759980
  nChanged 1169
		SP:Iteration 10Q (101330.320000 sec): 3 clusters
  Score: Raw -3152564.798696 + Penalty 3353.600565 = -3149211.198131
  nChanged 948
		SP:Iteration 11Q (101330.680000 sec): 3 clusters
  Score: Raw -3153117.974323 + Penalty 3353.600565 = -3149764.373758
  nChanged 815
		SP:Iteration 12Q (101331.010000 sec): 3 clusters
  Score: Raw -3153555.485254 + Penalty 3353.600565 = -3150201.884689
  nChanged 713
		SP:Iteration 13Q (101331.350000 sec): 3 clusters
  Score: Raw -3153940.992627 + Penalty 3353.600565 = -3150587.392062
  nChanged 645
		SP:Iteration 14Q (101331.720000 sec): 3 clusters
  Score: Raw -3154284.597195 + Penalty 3353.600565 = -3150930.996630
  nChanged 567
		SP:Iteration 15Q (101332.020000 sec): 3 clusters
  Score: Raw -3154586.880208 + Penalty 3353.600565 = -3151233.279643
  nChanged 507
		SP:Iteration 16Q (101332.410000 sec): 3 clusters
  Score: Raw -3154862.606975 + Penalty 3353.600565 = -3151509.006410
  nChanged 450
		SP:Iteration 17Q (101332.730000 sec): 3 clusters
  Score: Raw -3155115.539101 + Penalty 3353.600565 = -3151761.938536
  nChanged 384
		SP:Iteration 18Q (101333.150000 sec): 3 clusters
  Score: Raw -3155325.845809 + Penalty 3353.600565 = -3151972.245244
  nChanged 353
		SP:Iteration 19Q (101333.490000 sec): 3 clusters
  Score: Raw -3155522.747014 + Penalty 3353.600565 = -3152169.146449
  nChanged 289
		SP:Iteration 20F (101333.820000 sec): 3 clusters
  Score: Raw -3155686.131551 + Penalty 3353.600565 = -3152332.530985
  nChanged 235
		SP:Iteration 21Q (101334.150000 sec): 3 clusters
  Score: Raw -3155833.685140 + Penalty 3353.600565 = -3152480.084575
  nChanged 216
		SP:Iteration 22Q (101334.510000 sec): 3 clusters
  Score: Raw -3155961.059287 + Penalty 3353.600565 = -3152607.458722
  nChanged 189
		SP:Iteration 23Q (101334.870000 sec): 3 clusters
  Score: Raw -3156067.577652 + Penalty 3353.600565 = -3152713.977087
  nChanged 130
		SP:Iteration 24Q (101335.250000 sec): 3 clusters
  Score: Raw -3156149.042124 + Penalty 3353.600565 = -3152795.441559
  nChanged 124
		SP:Iteration 25Q (101335.560000 sec): 3 clusters
  Score: Raw -3156220.743229 + Penalty 3353.600565 = -3152867.142664
  nChanged 90
		SP:Iteration 26Q (101335.940000 sec): 3 clusters
  Score: Raw -3156270.989696 + Penalty 3353.600565 = -3152917.389131
  nChanged 52
		SP:Iteration 27Q (101336.220000 sec): 3 clusters
  Score: Raw -3156292.839017 + Penalty 3353.600565 = -3152939.238452
  nChanged 33
		SP:Iteration 28Q (101336.580000 sec): 3 clusters
  Score: Raw -3156305.610338 + Penalty 3353.600565 = -3152952.009773
  nChanged 20
		SP:Iteration 29Q (101336.930000 sec): 3 clusters
  Score: Raw -3156311.429836 + Penalty 3353.600565 = -3152957.829271
  nChanged 14
		SP:Iteration 30Q (101337.370000 sec): 3 clusters
  Score: Raw -3156315.235182 + Penalty 3353.600565 = -3152961.634616
  nChanged 13
		SP:Iteration 31Q (101337.790000 sec): 3 clusters
  Score: Raw -3156319.121002 + Penalty 3353.600565 = -3152965.520437
  nChanged 12
		SP:Iteration 32Q (101338.150000 sec): 3 clusters
  Score: Raw -3156323.269740 + Penalty 3353.600565 = -3152969.669175
  nChanged 10
		SP:Iteration 33Q (101338.550000 sec): 3 clusters
  Score: Raw -3156327.018057 + Penalty 3353.600565 = -3152973.417492
  nChanged 5
		SP:Iteration 34Q (101338.900000 sec): 3 clusters
  Score: Raw -3156328.250392 + Penalty 3353.600565 = -3152974.649827
  nChanged 4
		SP:Iteration 35Q (101339.220000 sec): 3 clusters
  Score: Raw -3156329.461807 + Penalty 3353.600565 = -3152975.861242
  nChanged 3
		SP:Iteration 36Q (101339.530000 sec): 3 clusters
  Score: Raw -3156331.726384 + Penalty 3353.600565 = -3152978.125819
  nChanged 5
		SP:Iteration 37Q (101339.780000 sec): 3 clusters
  Score: Raw -3156332.792851 + Penalty 3353.600565 = -3152979.192286
  nChanged 2
		SP:Iteration 38Q (101340.100000 sec): 3 clusters
  Score: Raw -3156333.443260 + Penalty 3353.600565 = -3152979.842695
  nChanged 2
		SP:Iteration 39Q (101340.380000 sec): 3 clusters
  Score: Raw -3156334.242141 + Penalty 3353.600565 = -3152980.641576
  nChanged 4
		SP:Iteration 40F (101340.730000 sec): 3 clusters
  Score: Raw -3156335.463917 + Penalty 3353.600565 = -3152981.863352
  nChanged 3
		SP:Iteration 41Q (101341.080000 sec): 3 clusters
  Score: Raw -3156336.180419 + Penalty 3353.600565 = -3152982.579854
  nChanged 1
		SP:Iteration 42Q (101341.400000 sec): 3 clusters
  Score: Raw -3156336.542621 + Penalty 3353.600565 = -3152982.942056
  nChanged 0
		SP:Iteration 43F (101341.750000 sec): 3 clusters
  Score: Raw -3156336.542621 + Penalty 3353.600565 = -3152982.942056
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101341.850000 sec): 2 clusters
  Score: Raw -48029.700844 + Penalty 982.697979 = -47047.002865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101342.050000 sec): 3 clusters
  Score: Raw -48017.223763 + Penalty 1965.395958 = -46051.827805
  nChanged 92
		SP:Iteration 1F (101342.220000 sec): 3 clusters
  Score: Raw -48190.856057 + Penalty 1965.395958 = -46225.460099
  nChanged 23
		SP:Iteration 2F (101342.360000 sec): 3 clusters
  Score: Raw -48284.785265 + Penalty 1965.395958 = -46319.389306
  nChanged 13
		SP:Iteration 3Q (101342.550000 sec): 3 clusters
  Score: Raw -48336.006149 + Penalty 1965.395958 = -46370.610191
  nChanged 6
		SP:Iteration 4Q (101342.640000 sec): 3 clusters
  Score: Raw -48346.688441 + Penalty 1965.395958 = -46381.292483
  nChanged 2
		SP:Iteration 5Q (101342.860000 sec): 3 clusters
  Score: Raw -48352.039592 + Penalty 1965.395958 = -46386.643633
  nChanged 3
		SP:Iteration 6Q (101343.060000 sec): 3 clusters
  Score: Raw -48354.760821 + Penalty 1965.395958 = -46389.364863
  nChanged 3
		SP:Iteration 7Q (101343.230000 sec): 3 clusters
  Score: Raw -48359.998887 + Penalty 1965.395958 = -46394.602929
  nChanged 1
		SP:Iteration 8Q (101343.410000 sec): 3 clusters
  Score: Raw -48361.478513 + Penalty 1965.395958 = -46396.082554
  nChanged 1
		SP:Iteration 9Q (101343.590000 sec): 3 clusters
  Score: Raw -48364.006492 + Penalty 1965.395958 = -46398.610534
  nChanged 2
		SP:Iteration 10Q (101343.770000 sec): 3 clusters
  Score: Raw -48366.508573 + Penalty 1965.395958 = -46401.112615
  nChanged 0
		SP:Iteration 11F (101343.960000 sec): 3 clusters
  Score: Raw -48366.508573 + Penalty 1965.395958 = -46401.112615
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (47809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101344.310000 sec): 2 clusters
  Score: Raw -5344548.788857 + Penalty 1750.932493 = -5342797.856364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101344.710000 sec): 3 clusters
  Score: Raw -5314398.806352 + Penalty 3501.864985 = -5310896.941367
  nChanged 22351
		SP:Iteration 1F (101345.080000 sec): 3 clusters
  Score: Raw -5326980.010102 + Penalty 3501.864985 = -5323478.145117
  nChanged 2051
		SP:Iteration 2Q (101345.560000 sec): 3 clusters
  Score: Raw -5327616.036316 + Penalty 3501.864985 = -5324114.171331
  nChanged 2108
		SP:Iteration 3Q (101345.970000 sec): 3 clusters
  Score: Raw -5328366.684887 + Penalty 3501.864985 = -5324864.819902
  nChanged 2158
		SP:Iteration 4Q (101346.380000 sec): 3 clusters
  Score: Raw -5329195.647056 + Penalty 3501.864985 = -5325693.782071
  nChanged 2294
		SP:Iteration 5Q (101346.790000 sec): 3 clusters
  Score: Raw -5330176.778549 + Penalty 3501.864985 = -5326674.913564
  nChanged 2411
		SP:Iteration 6F (101347.180000 sec): 3 clusters
  Score: Raw -5331255.984687 + Penalty 3501.864985 = -5327754.119702
  nChanged 2389
		SP:Iteration 7Q (101347.620000 sec): 3 clusters
  Score: Raw -5332371.814983 + Penalty 3501.864985 = -5328869.949998
  nChanged 2360
		SP:Iteration 8Q (101348.040000 sec): 3 clusters
  Score: Raw -5333521.440781 + Penalty 3501.864985 = -5330019.575796
  nChanged 2200
		SP:Iteration 9Q (101348.490000 sec): 3 clusters
  Score: Raw -5334591.870122 + Penalty 3501.864985 = -5331090.005137
  nChanged 2021
		SP:Iteration 10Q (101348.920000 sec): 3 clusters
  Score: Raw -5335586.567943 + Penalty 3501.864985 = -5332084.702958
  nChanged 1906
		SP:Iteration 11Q (101349.360000 sec): 3 clusters
  Score: Raw -5336549.285890 + Penalty 3501.864985 = -5333047.420904
  nChanged 1759
		SP:Iteration 12Q (101349.800000 sec): 3 clusters
  Score: Raw -5337442.583023 + Penalty 3501.864985 = -5333940.718038
  nChanged 1651
		SP:Iteration 13Q (101350.190000 sec): 3 clusters
  Score: Raw -5338225.103819 + Penalty 3501.864985 = -5334723.238834
  nChanged 1375
		SP:Iteration 14Q (101350.600000 sec): 3 clusters
  Score: Raw -5338730.201201 + Penalty 3501.864985 = -5335228.336215
  nChanged 1047
		SP:Iteration 15Q (101351.000000 sec): 3 clusters
  Score: Raw -5339046.175512 + Penalty 3501.864985 = -5335544.310527
  nChanged 809
		SP:Iteration 16Q (101351.440000 sec): 3 clusters
  Score: Raw -5339262.611519 + Penalty 3501.864985 = -5335760.746533
  nChanged 647
		SP:Iteration 17Q (101351.810000 sec): 3 clusters
  Score: Raw -5339425.045777 + Penalty 3501.864985 = -5335923.180792
  nChanged 554
		SP:Iteration 18Q (101352.170000 sec): 3 clusters
  Score: Raw -5339557.831586 + Penalty 3501.864985 = -5336055.966601
  nChanged 521
		SP:Iteration 19Q (101352.520000 sec): 3 clusters
  Score: Raw -5339674.076485 + Penalty 3501.864985 = -5336172.211499
  nChanged 487
		SP:Iteration 20F (101352.930000 sec): 3 clusters
  Score: Raw -5339779.728967 + Penalty 3501.864985 = -5336277.863982
  nChanged 456
		SP:Iteration 21Q (101353.400000 sec): 3 clusters
  Score: Raw -5339868.609057 + Penalty 3501.864985 = -5336366.744072
  nChanged 401
		SP:Iteration 22Q (101353.790000 sec): 3 clusters
  Score: Raw -5339937.429406 + Penalty 3501.864985 = -5336435.564421
  nChanged 363
		SP:Iteration 23Q (101354.220000 sec): 3 clusters
  Score: Raw -5339991.459057 + Penalty 3501.864985 = -5336489.594071
  nChanged 319
		SP:Iteration 24Q (101354.620000 sec): 3 clusters
  Score: Raw -5340035.831376 + Penalty 3501.864985 = -5336533.966391
  nChanged 260
		SP:Iteration 25Q (101355.050000 sec): 3 clusters
  Score: Raw -5340069.001480 + Penalty 3501.864985 = -5336567.136494
  nChanged 249
		SP:Iteration 26Q (101355.450000 sec): 3 clusters
  Score: Raw -5340097.939170 + Penalty 3501.864985 = -5336596.074184
  nChanged 231
		SP:Iteration 27Q (101355.970000 sec): 3 clusters
  Score: Raw -5340124.867370 + Penalty 3501.864985 = -5336623.002384
  nChanged 205
		SP:Iteration 28Q (101356.450000 sec): 3 clusters
  Score: Raw -5340148.220191 + Penalty 3501.864985 = -5336646.355206
  nChanged 214
		SP:Iteration 29Q (101356.970000 sec): 3 clusters
  Score: Raw -5340168.612055 + Penalty 3501.864985 = -5336666.747069
  nChanged 174
		SP:Iteration 30Q (101357.420000 sec): 3 clusters
  Score: Raw -5340183.064149 + Penalty 3501.864985 = -5336681.199164
  nChanged 142
		SP:Iteration 31Q (101357.800000 sec): 3 clusters
  Score: Raw -5340194.845139 + Penalty 3501.864985 = -5336692.980154
  nChanged 125
		SP:Iteration 32Q (101358.250000 sec): 3 clusters
  Score: Raw -5340204.113108 + Penalty 3501.864985 = -5336702.248123
  nChanged 125
		SP:Iteration 33Q (101358.680000 sec): 3 clusters
  Score: Raw -5340214.535004 + Penalty 3501.864985 = -5336712.670019
  nChanged 137
		SP:Iteration 34Q (101359.100000 sec): 3 clusters
  Score: Raw -5340226.948986 + Penalty 3501.864985 = -5336725.084000
  nChanged 147
		SP:Iteration 35Q (101359.510000 sec): 3 clusters
  Score: Raw -5340240.915496 + Penalty 3501.864985 = -5336739.050511
  nChanged 138
		SP:Iteration 36Q (101359.890000 sec): 3 clusters
  Score: Raw -5340251.447011 + Penalty 3501.864985 = -5336749.582026
  nChanged 118
		SP:Iteration 37Q (101360.250000 sec): 3 clusters
  Score: Raw -5340260.379382 + Penalty 3501.864985 = -5336758.514397
  nChanged 117
		SP:Iteration 38Q (101360.630000 sec): 3 clusters
  Score: Raw -5340267.882001 + Penalty 3501.864985 = -5336766.017015
  nChanged 104
		SP:Iteration 39Q (101361.030000 sec): 3 clusters
  Score: Raw -5340274.631618 + Penalty 3501.864985 = -5336772.766633
  nChanged 86
		SP:Iteration 40F (101361.440000 sec): 3 clusters
  Score: Raw -5340280.050613 + Penalty 3501.864985 = -5336778.185627
  nChanged 84
		SP:Iteration 41Q (101361.850000 sec): 3 clusters
  Score: Raw -5340285.855186 + Penalty 3501.864985 = -5336783.990201
  nChanged 81
		SP:Iteration 42Q (101362.270000 sec): 3 clusters
  Score: Raw -5340291.488706 + Penalty 3501.864985 = -5336789.623720
  nChanged 88
		SP:Iteration 43Q (101362.690000 sec): 3 clusters
  Score: Raw -5340296.783806 + Penalty 3501.864985 = -5336794.918820
  nChanged 72
		SP:Iteration 44Q (101363.010000 sec): 3 clusters
  Score: Raw -5340300.947354 + Penalty 3501.864985 = -5336799.082368
  nChanged 67
		SP:Iteration 45Q (101363.510000 sec): 3 clusters
  Score: Raw -5340304.672155 + Penalty 3501.864985 = -5336802.807170
  nChanged 64
		SP:Iteration 46Q (101363.890000 sec): 3 clusters
  Score: Raw -5340309.319704 + Penalty 3501.864985 = -5336807.454719
  nChanged 82
		SP:Iteration 47Q (101364.340000 sec): 3 clusters
  Score: Raw -5340314.204413 + Penalty 3501.864985 = -5336812.339428
  nChanged 75
		SP:Iteration 48Q (101364.820000 sec): 3 clusters
  Score: Raw -5340318.391250 + Penalty 3501.864985 = -5336816.526265
  nChanged 68
		SP:Iteration 49Q (101365.270000 sec): 3 clusters
  Score: Raw -5340322.049894 + Penalty 3501.864985 = -5336820.184909
  nChanged 68
		SP:Iteration 50Q (101365.720000 sec): 3 clusters
  Score: Raw -5340326.350154 + Penalty 3501.864985 = -5336824.485169
  nChanged 66
		SP:Iteration 51Q (101366.100000 sec): 3 clusters
  Score: Raw -5340330.333204 + Penalty 3501.864985 = -5336828.468219
  nChanged 69
		SP:Iteration 52Q (101366.660000 sec): 3 clusters
  Score: Raw -5340334.061418 + Penalty 3501.864985 = -5336832.196433
  nChanged 69
		SP:Iteration 53Q (101367.160000 sec): 3 clusters
  Score: Raw -5340337.650260 + Penalty 3501.864985 = -5336835.785275
  nChanged 64
		SP:Iteration 54Q (101367.600000 sec): 3 clusters
  Score: Raw -5340340.615289 + Penalty 3501.864985 = -5336838.750304
  nChanged 45
		SP:Iteration 55Q (101368.080000 sec): 3 clusters
  Score: Raw -5340342.370609 + Penalty 3501.864985 = -5336840.505624
  nChanged 41
		SP:Iteration 56Q (101368.560000 sec): 3 clusters
  Score: Raw -5340344.102914 + Penalty 3501.864985 = -5336842.237928
  nChanged 48
		SP:Iteration 57Q (101369.050000 sec): 3 clusters
  Score: Raw -5340346.130782 + Penalty 3501.864985 = -5336844.265797
  nChanged 51
		SP:Iteration 58Q (101369.470000 sec): 3 clusters
  Score: Raw -5340348.286124 + Penalty 3501.864985 = -5336846.421139
  nChanged 48
		SP:Iteration 59Q (101369.970000 sec): 3 clusters
  Score: Raw -5340350.290822 + Penalty 3501.864985 = -5336848.425837
  nChanged 50
		SP:Iteration 60F (101370.470000 sec): 3 clusters
  Score: Raw -5340353.091907 + Penalty 3501.864985 = -5336851.226922
  nChanged 47
		SP:Iteration 61Q (101370.990000 sec): 3 clusters
  Score: Raw -5340355.279649 + Penalty 3501.864985 = -5336853.414664
  nChanged 49
		SP:Iteration 62Q (101371.440000 sec): 3 clusters
  Score: Raw -5340357.272765 + Penalty 3501.864985 = -5336855.407780
  nChanged 51
		SP:Iteration 63Q (101371.930000 sec): 3 clusters
  Score: Raw -5340359.218565 + Penalty 3501.864985 = -5336857.353579
  nChanged 44
		SP:Iteration 64Q (101372.410000 sec): 3 clusters
  Score: Raw -5340361.033975 + Penalty 3501.864985 = -5336859.168990
  nChanged 52
		SP:Iteration 65Q (101372.850000 sec): 3 clusters
  Score: Raw -5340363.115095 + Penalty 3501.864985 = -5336861.250110
  nChanged 39
		SP:Iteration 66Q (101373.410000 sec): 3 clusters
  Score: Raw -5340364.817331 + Penalty 3501.864985 = -5336862.952346
  nChanged 40
		SP:Iteration 67Q (101373.950000 sec): 3 clusters
  Score: Raw -5340366.706099 + Penalty 3501.864985 = -5336864.841114
  nChanged 41
		SP:Iteration 68Q (101374.440000 sec): 3 clusters
  Score: Raw -5340368.231684 + Penalty 3501.864985 = -5336866.366699
  nChanged 38
		SP:Iteration 69Q (101374.860000 sec): 3 clusters
  Score: Raw -5340370.068154 + Penalty 3501.864985 = -5336868.203169
  nChanged 38
		SP:Iteration 70Q (101375.350000 sec): 3 clusters
  Score: Raw -5340371.803611 + Penalty 3501.864985 = -5336869.938626
  nChanged 36
		SP:Iteration 71Q (101375.810000 sec): 3 clusters
  Score: Raw -5340373.464025 + Penalty 3501.864985 = -5336871.599040
  nChanged 44
		SP:Iteration 72Q (101376.320000 sec): 3 clusters
  Score: Raw -5340375.336767 + Penalty 3501.864985 = -5336873.471781
  nChanged 42
		SP:Iteration 73Q (101376.790000 sec): 3 clusters
  Score: Raw -5340377.153367 + Penalty 3501.864985 = -5336875.288382
  nChanged 43
		SP:Iteration 74Q (101377.250000 sec): 3 clusters
  Score: Raw -5340378.952569 + Penalty 3501.864985 = -5336877.087583
  nChanged 37
		SP:Iteration 75Q (101377.710000 sec): 3 clusters
  Score: Raw -5340380.326290 + Penalty 3501.864985 = -5336878.461304
  nChanged 46
		SP:Iteration 76Q (101378.140000 sec): 3 clusters
  Score: Raw -5340382.692639 + Penalty 3501.864985 = -5336880.827654
  nChanged 38
		SP:Iteration 77Q (101378.640000 sec): 3 clusters
  Score: Raw -5340384.092843 + Penalty 3501.864985 = -5336882.227857
  nChanged 41
		SP:Iteration 78Q (101379.060000 sec): 3 clusters
  Score: Raw -5340385.665839 + Penalty 3501.864985 = -5336883.800854
  nChanged 49
		SP:Iteration 79Q (101379.500000 sec): 3 clusters
  Score: Raw -5340387.985652 + Penalty 3501.864985 = -5336886.120667
  nChanged 53
		SP:Iteration 80F (101379.980000 sec): 3 clusters
  Score: Raw -5340390.799078 + Penalty 3501.864985 = -5336888.934093
  nChanged 59
		SP:Iteration 81Q (101380.490000 sec): 3 clusters
  Score: Raw -5340393.819754 + Penalty 3501.864985 = -5336891.954769
  nChanged 52
		SP:Iteration 82Q (101380.910000 sec): 3 clusters
  Score: Raw -5340396.069955 + Penalty 3501.864985 = -5336894.204970
  nChanged 50
		SP:Iteration 83Q (101381.290000 sec): 3 clusters
  Score: Raw -5340397.954068 + Penalty 3501.864985 = -5336896.089083
  nChanged 44
		SP:Iteration 84Q (101381.690000 sec): 3 clusters
  Score: Raw -5340399.826638 + Penalty 3501.864985 = -5336897.961653
  nChanged 49
		SP:Iteration 85Q (101382.080000 sec): 3 clusters
  Score: Raw -5340402.510383 + Penalty 3501.864985 = -5336900.645398
  nChanged 52
		SP:Iteration 86Q (101382.510000 sec): 3 clusters
  Score: Raw -5340405.382792 + Penalty 3501.864985 = -5336903.517807
  nChanged 61
		SP:Iteration 87Q (101382.950000 sec): 3 clusters
  Score: Raw -5340408.573346 + Penalty 3501.864985 = -5336906.708361
  nChanged 61
		SP:Iteration 88Q (101383.450000 sec): 3 clusters
  Score: Raw -5340411.649432 + Penalty 3501.864985 = -5336909.784447
  nChanged 63
		SP:Iteration 89Q (101383.830000 sec): 3 clusters
  Score: Raw -5340415.035816 + Penalty 3501.864985 = -5336913.170831
  nChanged 55
		SP:Iteration 90Q (101384.210000 sec): 3 clusters
  Score: Raw -5340417.840205 + Penalty 3501.864985 = -5336915.975220
  nChanged 67
		SP:Iteration 91Q (101384.630000 sec): 3 clusters
  Score: Raw -5340421.528676 + Penalty 3501.864985 = -5336919.663691
  nChanged 66
		SP:Iteration 92Q (101385.080000 sec): 3 clusters
  Score: Raw -5340425.206939 + Penalty 3501.864985 = -5336923.341954
  nChanged 68
		SP:Iteration 93Q (101385.550000 sec): 3 clusters
  Score: Raw -5340429.870141 + Penalty 3501.864985 = -5336928.005156
  nChanged 72
		SP:Iteration 94Q (101386.080000 sec): 3 clusters
  Score: Raw -5340433.856691 + Penalty 3501.864985 = -5336931.991706
  nChanged 76
		SP:Iteration 95Q (101386.530000 sec): 3 clusters
  Score: Raw -5340438.332211 + Penalty 3501.864985 = -5336936.467226
  nChanged 74
		SP:Iteration 96Q (101386.970000 sec): 3 clusters
  Score: Raw -5340442.800182 + Penalty 3501.864985 = -5336940.935197
  nChanged 84
		SP:Iteration 97Q (101387.440000 sec): 3 clusters
  Score: Raw -5340447.683126 + Penalty 3501.864985 = -5336945.818141
  nChanged 66
		SP:Iteration 98Q (101387.900000 sec): 3 clusters
  Score: Raw -5340451.629225 + Penalty 3501.864985 = -5336949.764240
  nChanged 78
		SP:Iteration 99Q (101388.320000 sec): 3 clusters
  Score: Raw -5340455.689500 + Penalty 3501.864985 = -5336953.824514
  nChanged 75
		SP:Iteration 100F (101388.800000 sec): 3 clusters
  Score: Raw -5340459.333377 + Penalty 3501.864985 = -5336957.468392
  nChanged 58
		SP:Iteration 101Q (101389.360000 sec): 3 clusters
  Score: Raw -5340461.965959 + Penalty 3501.864985 = -5336960.100973
  nChanged 63
		SP:Iteration 102Q (101389.820000 sec): 3 clusters
  Score: Raw -5340465.737686 + Penalty 3501.864985 = -5336963.872701
  nChanged 67
		SP:Iteration 103Q (101390.250000 sec): 3 clusters
  Score: Raw -5340470.647649 + Penalty 3501.864985 = -5336968.782663
  nChanged 68
		SP:Iteration 104Q (101390.700000 sec): 3 clusters
  Score: Raw -5340475.001875 + Penalty 3501.864985 = -5336973.136890
  nChanged 79
		SP:Iteration 105Q (101391.140000 sec): 3 clusters
  Score: Raw -5340480.927980 + Penalty 3501.864985 = -5336979.062994
  nChanged 94
		SP:Iteration 106Q (101391.590000 sec): 3 clusters
  Score: Raw -5340487.907213 + Penalty 3501.864985 = -5336986.042228
  nChanged 113
		SP:Iteration 107Q (101392.020000 sec): 3 clusters
  Score: Raw -5340496.372841 + Penalty 3501.864985 = -5336994.507856
  nChanged 121
		SP:Iteration 108Q (101392.480000 sec): 3 clusters
  Score: Raw -5340504.745208 + Penalty 3501.864985 = -5337002.880223
  nChanged 118
		SP:Iteration 109Q (101392.910000 sec): 3 clusters
  Score: Raw -5340513.814897 + Penalty 3501.864985 = -5337011.949912
  nChanged 123
		SP:Iteration 110Q (101393.380000 sec): 3 clusters
  Score: Raw -5340523.349605 + Penalty 3501.864985 = -5337021.484620
  nChanged 132
		SP:Iteration 111Q (101393.820000 sec): 3 clusters
  Score: Raw -5340535.116398 + Penalty 3501.864985 = -5337033.251413
  nChanged 133
		SP:Iteration 112Q (101394.250000 sec): 3 clusters
  Score: Raw -5340547.070252 + Penalty 3501.864985 = -5337045.205267
  nChanged 136
		SP:Iteration 113Q (101394.670000 sec): 3 clusters
  Score: Raw -5340558.053733 + Penalty 3501.864985 = -5337056.188748
  nChanged 137
		SP:Iteration 114Q (101395.060000 sec): 3 clusters
  Score: Raw -5340569.936079 + Penalty 3501.864985 = -5337068.071094
  nChanged 149
		SP:Iteration 115Q (101395.530000 sec): 3 clusters
  Score: Raw -5340584.206639 + Penalty 3501.864985 = -5337082.341654
  nChanged 159
		SP:Iteration 116Q (101395.980000 sec): 3 clusters
  Score: Raw -5340599.912918 + Penalty 3501.864985 = -5337098.047932
  nChanged 179
		SP:Iteration 117Q (101396.420000 sec): 3 clusters
  Score: Raw -5340619.778757 + Penalty 3501.864985 = -5337117.913772
  nChanged 199
		SP:Iteration 118Q (101396.870000 sec): 3 clusters
  Score: Raw -5340644.238582 + Penalty 3501.864985 = -5337142.373597
  nChanged 205
		SP:Iteration 119Q (101397.320000 sec): 3 clusters
  Score: Raw -5340666.497803 + Penalty 3501.864985 = -5337164.632818
  nChanged 216
		SP:Iteration 120F (101397.770000 sec): 3 clusters
  Score: Raw -5340692.063763 + Penalty 3501.864985 = -5337190.198777
  nChanged 245
		SP:Iteration 121Q (101398.260000 sec): 3 clusters
  Score: Raw -5340722.853678 + Penalty 3501.864985 = -5337220.988692
  nChanged 268
		SP:Iteration 122Q (101398.730000 sec): 3 clusters
  Score: Raw -5340758.412369 + Penalty 3501.864985 = -5337256.547383
  nChanged 278
		SP:Iteration 123Q (101399.220000 sec): 3 clusters
  Score: Raw -5340797.193814 + Penalty 3501.864985 = -5337295.328828
  nChanged 281
		SP:Iteration 124Q (101399.680000 sec): 3 clusters
  Score: Raw -5340836.844586 + Penalty 3501.864985 = -5337334.979601
  nChanged 288
		SP:Iteration 125Q (101400.170000 sec): 3 clusters
  Score: Raw -5340878.007364 + Penalty 3501.864985 = -5337376.142379
  nChanged 280
		SP:Iteration 126Q (101400.620000 sec): 3 clusters
  Score: Raw -5340915.001949 + Penalty 3501.864985 = -5337413.136963
  nChanged 275
		SP:Iteration 127Q (101401.110000 sec): 3 clusters
  Score: Raw -5340948.395983 + Penalty 3501.864985 = -5337446.530998
  nChanged 257
		SP:Iteration 128Q (101401.650000 sec): 3 clusters
  Score: Raw -5340982.527999 + Penalty 3501.864985 = -5337480.663014
  nChanged 289
		SP:Iteration 129Q (101402.140000 sec): 3 clusters
  Score: Raw -5341030.129254 + Penalty 3501.864985 = -5337528.264269
  nChanged 320
		SP:Iteration 130Q (101402.610000 sec): 3 clusters
  Score: Raw -5341081.189880 + Penalty 3501.864985 = -5337579.324895
  nChanged 344
		SP:Iteration 131Q (101403.170000 sec): 3 clusters
  Score: Raw -5341143.638668 + Penalty 3501.864985 = -5337641.773682
  nChanged 358
		SP:Iteration 132Q (101403.680000 sec): 3 clusters
  Score: Raw -5341212.811247 + Penalty 3501.864985 = -5337710.946262
  nChanged 354
		SP:Iteration 133Q (101404.090000 sec): 3 clusters
  Score: Raw -5341277.721963 + Penalty 3501.864985 = -5337775.856978
  nChanged 348
		SP:Iteration 134Q (101404.500000 sec): 3 clusters
  Score: Raw -5341340.043451 + Penalty 3501.864985 = -5337838.178466
  nChanged 326
		SP:Iteration 135Q (101404.980000 sec): 3 clusters
  Score: Raw -5341398.558311 + Penalty 3501.864985 = -5337896.693326
  nChanged 323
		SP:Iteration 136Q (101405.420000 sec): 3 clusters
  Score: Raw -5341458.346195 + Penalty 3501.864985 = -5337956.481209
  nChanged 350
		SP:Iteration 137Q (101405.850000 sec): 3 clusters
  Score: Raw -5341519.254075 + Penalty 3501.864985 = -5338017.389090
  nChanged 354
		SP:Iteration 138Q (101406.370000 sec): 3 clusters
  Score: Raw -5341588.305305 + Penalty 3501.864985 = -5338086.440320
  nChanged 368
		SP:Iteration 139Q (101406.910000 sec): 3 clusters
  Score: Raw -5341668.799113 + Penalty 3501.864985 = -5338166.934127
  nChanged 397
		SP:Iteration 140F (101407.430000 sec): 3 clusters
  Score: Raw -5341762.184537 + Penalty 3501.864985 = -5338260.319552
  nChanged 430
		SP:Iteration 141Q (101407.950000 sec): 3 clusters
  Score: Raw -5341865.968500 + Penalty 3501.864985 = -5338364.103515
  nChanged 414
		SP:Iteration 142Q (101408.450000 sec): 3 clusters
  Score: Raw -5341964.514964 + Penalty 3501.864985 = -5338462.649978
  nChanged 387
		SP:Iteration 143Q (101408.950000 sec): 3 clusters
  Score: Raw -5342053.218435 + Penalty 3501.864985 = -5338551.353450
  nChanged 355
		SP:Iteration 144Q (101409.440000 sec): 3 clusters
  Score: Raw -5342137.791669 + Penalty 3501.864985 = -5338635.926684
  nChanged 368
		SP:Iteration 145Q (101409.900000 sec): 3 clusters
  Score: Raw -5342231.336973 + Penalty 3501.864985 = -5338729.471988
  nChanged 380
		SP:Iteration 146Q (101410.360000 sec): 3 clusters
  Score: Raw -5342333.453088 + Penalty 3501.864985 = -5338831.588102
  nChanged 391
		SP:Iteration 147Q (101410.900000 sec): 3 clusters
  Score: Raw -5342447.731392 + Penalty 3501.864985 = -5338945.866407
  nChanged 405
		SP:Iteration 148Q (101411.340000 sec): 3 clusters
  Score: Raw -5342559.980380 + Penalty 3501.864985 = -5339058.115395
  nChanged 389
		SP:Iteration 149Q (101411.830000 sec): 3 clusters
  Score: Raw -5342672.556020 + Penalty 3501.864985 = -5339170.691035
  nChanged 397
		SP:Iteration 150Q (101412.340000 sec): 3 clusters
  Score: Raw -5342796.995073 + Penalty 3501.864985 = -5339295.130088
  nChanged 392
		SP:Iteration 151Q (101412.830000 sec): 3 clusters
  Score: Raw -5342923.008255 + Penalty 3501.864985 = -5339421.143270
  nChanged 386
		SP:Iteration 152Q (101413.320000 sec): 3 clusters
  Score: Raw -5343053.359350 + Penalty 3501.864985 = -5339551.494365
  nChanged 392
		SP:Iteration 153Q (101413.820000 sec): 3 clusters
  Score: Raw -5343188.791113 + Penalty 3501.864985 = -5339686.926128
  nChanged 384
		SP:Iteration 154Q (101414.290000 sec): 3 clusters
  Score: Raw -5343329.245700 + Penalty 3501.864985 = -5339827.380715
  nChanged 364
		SP:Iteration 155Q (101414.810000 sec): 3 clusters
  Score: Raw -5343472.959596 + Penalty 3501.864985 = -5339971.094611
  nChanged 356
		SP:Iteration 156Q (101415.310000 sec): 3 clusters
  Score: Raw -5343623.404628 + Penalty 3501.864985 = -5340121.539643
  nChanged 333
		SP:Iteration 157Q (101415.800000 sec): 3 clusters
  Score: Raw -5343777.106016 + Penalty 3501.864985 = -5340275.241031
  nChanged 312
		SP:Iteration 158Q (101416.280000 sec): 3 clusters
  Score: Raw -5343914.701829 + Penalty 3501.864985 = -5340412.836844
  nChanged 288
		SP:Iteration 159Q (101416.730000 sec): 3 clusters
  Score: Raw -5344044.877372 + Penalty 3501.864985 = -5340543.012387
  nChanged 264
		SP:Iteration 160F (101417.170000 sec): 3 clusters
  Score: Raw -5344162.949347 + Penalty 3501.864985 = -5340661.084362
  nChanged 222
		SP:Iteration 161Q (101417.620000 sec): 3 clusters
  Score: Raw -5344262.409234 + Penalty 3501.864985 = -5340760.544248
  nChanged 190
		SP:Iteration 162Q (101418.060000 sec): 3 clusters
  Score: Raw -5344349.486181 + Penalty 3501.864985 = -5340847.621196
  nChanged 173
		SP:Iteration 163Q (101418.430000 sec): 3 clusters
  Score: Raw -5344423.328195 + Penalty 3501.864985 = -5340921.463209
  nChanged 139
		SP:Iteration 164Q (101418.870000 sec): 3 clusters
  Score: Raw -5344475.176078 + Penalty 3501.864985 = -5340973.311093
  nChanged 102
		SP:Iteration 165Q (101419.300000 sec): 3 clusters
  Score: Raw -5344511.491874 + Penalty 3501.864985 = -5341009.626889
  nChanged 97
		SP:Iteration 166Q (101419.660000 sec): 3 clusters
  Score: Raw -5344543.050190 + Penalty 3501.864985 = -5341041.185205
  nChanged 72
		SP:Iteration 167Q (101420.110000 sec): 3 clusters
  Score: Raw -5344565.996658 + Penalty 3501.864985 = -5341064.131673
  nChanged 64
		SP:Iteration 168Q (101420.480000 sec): 3 clusters
  Score: Raw -5344587.604485 + Penalty 3501.864985 = -5341085.739500
  nChanged 49
		SP:Iteration 169Q (101420.900000 sec): 3 clusters
  Score: Raw -5344601.053160 + Penalty 3501.864985 = -5341099.188174
  nChanged 41
		SP:Iteration 170Q (101421.290000 sec): 3 clusters
  Score: Raw -5344613.914999 + Penalty 3501.864985 = -5341112.050013
  nChanged 41
		SP:Iteration 171Q (101421.700000 sec): 3 clusters
  Score: Raw -5344627.597705 + Penalty 3501.864985 = -5341125.732720
  nChanged 41
		SP:Iteration 172Q (101422.110000 sec): 3 clusters
  Score: Raw -5344644.633689 + Penalty 3501.864985 = -5341142.768703
  nChanged 42
		SP:Iteration 173Q (101422.530000 sec): 3 clusters
  Score: Raw -5344660.503533 + Penalty 3501.864985 = -5341158.638548
  nChanged 37
		SP:Iteration 174Q (101422.950000 sec): 3 clusters
  Score: Raw -5344674.175343 + Penalty 3501.864985 = -5341172.310357
  nChanged 35
		SP:Iteration 175Q (101423.370000 sec): 3 clusters
  Score: Raw -5344686.328145 + Penalty 3501.864985 = -5341184.463160
  nChanged 26
		SP:Iteration 176Q (101423.810000 sec): 3 clusters
  Score: Raw -5344693.726601 + Penalty 3501.864985 = -5341191.861615
  nChanged 23
		SP:Iteration 177Q (101424.200000 sec): 3 clusters
  Score: Raw -5344700.296870 + Penalty 3501.864985 = -5341198.431885
  nChanged 24
		SP:Iteration 178Q (101424.570000 sec): 3 clusters
  Score: Raw -5344709.910420 + Penalty 3501.864985 = -5341208.045434
  nChanged 22
		SP:Iteration 179Q (101424.960000 sec): 3 clusters
  Score: Raw -5344719.438439 + Penalty 3501.864985 = -5341217.573454
  nChanged 28
		SP:Iteration 180F (101425.380000 sec): 3 clusters
  Score: Raw -5344731.493789 + Penalty 3501.864985 = -5341229.628804
  nChanged 33
		SP:Iteration 181Q (101425.790000 sec): 3 clusters
  Score: Raw -5344746.601245 + Penalty 3501.864985 = -5341244.736260
  nChanged 31
		SP:Iteration 182Q (101426.200000 sec): 3 clusters
  Score: Raw -5344760.555614 + Penalty 3501.864985 = -5341258.690629
  nChanged 20
		SP:Iteration 183Q (101426.650000 sec): 3 clusters
  Score: Raw -5344767.902789 + Penalty 3501.864985 = -5341266.037803
  nChanged 17
		SP:Iteration 184Q (101427.070000 sec): 3 clusters
  Score: Raw -5344775.151772 + Penalty 3501.864985 = -5341273.286787
  nChanged 18
		SP:Iteration 185Q (101427.490000 sec): 3 clusters
  Score: Raw -5344782.741758 + Penalty 3501.864985 = -5341280.876773
  nChanged 16
		SP:Iteration 186Q (101427.890000 sec): 3 clusters
  Score: Raw -5344788.114612 + Penalty 3501.864985 = -5341286.249627
  nChanged 11
		SP:Iteration 187Q (101428.340000 sec): 3 clusters
  Score: Raw -5344791.392364 + Penalty 3501.864985 = -5341289.527379
  nChanged 12
		SP:Iteration 188Q (101428.710000 sec): 3 clusters
  Score: Raw -5344795.491191 + Penalty 3501.864985 = -5341293.626206
  nChanged 13
		SP:Iteration 189Q (101429.090000 sec): 3 clusters
  Score: Raw -5344800.581486 + Penalty 3501.864985 = -5341298.716501
  nChanged 11
		SP:Iteration 190Q (101429.490000 sec): 3 clusters
  Score: Raw -5344805.175110 + Penalty 3501.864985 = -5341303.310124
  nChanged 8
		SP:Iteration 191Q (101429.890000 sec): 3 clusters
  Score: Raw -5344807.973817 + Penalty 3501.864985 = -5341306.108832
  nChanged 4
		SP:Iteration 192Q (101430.370000 sec): 3 clusters
  Score: Raw -5344810.243368 + Penalty 3501.864985 = -5341308.378383
  nChanged 7
		SP:Iteration 193Q (101430.770000 sec): 3 clusters
  Score: Raw -5344814.087752 + Penalty 3501.864985 = -5341312.222767
  nChanged 8
		SP:Iteration 194Q (101431.190000 sec): 3 clusters
  Score: Raw -5344816.244156 + Penalty 3501.864985 = -5341314.379171
  nChanged 5
		SP:Iteration 195Q (101431.570000 sec): 3 clusters
  Score: Raw -5344818.392544 + Penalty 3501.864985 = -5341316.527558
  nChanged 6
		SP:Iteration 196Q (101431.970000 sec): 3 clusters
  Score: Raw -5344821.604329 + Penalty 3501.864985 = -5341319.739344
  nChanged 8
		SP:Iteration 197Q (101432.350000 sec): 3 clusters
  Score: Raw -5344823.882697 + Penalty 3501.864985 = -5341322.017712
  nChanged 1
		SP:Iteration 198Q (101432.840000 sec): 3 clusters
  Score: Raw -5344824.410099 + Penalty 3501.864985 = -5341322.545114
  nChanged 1
		SP:Iteration 199Q (101433.270000 sec): 3 clusters
  Score: Raw -5344825.065758 + Penalty 3501.864985 = -5341323.200773
  nChanged 2
		SP:Iteration 200F (101433.710000 sec): 3 clusters
  Score: Raw -5344826.146553 + Penalty 3501.864985 = -5341324.281568
  nChanged 5
		SP:Iteration 201Q (101434.130000 sec): 3 clusters
  Score: Raw -5344828.400568 + Penalty 3501.864985 = -5341326.535583
  nChanged 5
		SP:Iteration 202Q (101434.480000 sec): 3 clusters
  Score: Raw -5344830.052598 + Penalty 3501.864985 = -5341328.187612
  nChanged 5
		SP:Iteration 203Q (101434.880000 sec): 3 clusters
  Score: Raw -5344831.239522 + Penalty 3501.864985 = -5341329.374537
  nChanged 2
		SP:Iteration 204Q (101435.250000 sec): 3 clusters
  Score: Raw -5344831.698112 + Penalty 3501.864985 = -5341329.833126
  nChanged 1
		SP:Iteration 205Q (101435.640000 sec): 3 clusters
  Score: Raw -5344831.909894 + Penalty 3501.864985 = -5341330.044909
  nChanged 1
		SP:Iteration 206Q (101436.050000 sec): 3 clusters
  Score: Raw -5344832.483424 + Penalty 3501.864985 = -5341330.618439
  nChanged 1
		SP:Iteration 207Q (101436.450000 sec): 3 clusters
  Score: Raw -5344832.859263 + Penalty 3501.864985 = -5341330.994278
  nChanged 1
		SP:Iteration 208Q (101436.840000 sec): 3 clusters
  Score: Raw -5344833.084195 + Penalty 3501.864985 = -5341331.219210
  nChanged 0
		SP:Iteration 209F (101437.290000 sec): 3 clusters
  Score: Raw -5344833.084195 + Penalty 3501.864985 = -5341331.219210
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101437.840000 sec): 2 clusters
  Score: Raw -10793166.390689 + Penalty 1856.585718 = -10791309.804971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101438.570000 sec): 3 clusters
  Score: Raw -10733699.111758 + Penalty 3713.171437 = -10729985.940321
  nChanged 43817
		SP:Iteration 1F (101439.310000 sec): 3 clusters
  Score: Raw -10758937.400909 + Penalty 3713.171437 = -10755224.229472
  nChanged 3056
		SP:Iteration 2Q (101440.020000 sec): 3 clusters
  Score: Raw -10759716.830753 + Penalty 3713.171437 = -10756003.659316
  nChanged 3536
		SP:Iteration 3Q (101440.730000 sec): 3 clusters
  Score: Raw -10760808.702575 + Penalty 3713.171437 = -10757095.531138
  nChanged 4176
		SP:Iteration 4Q (101441.530000 sec): 3 clusters
  Score: Raw -10762429.779737 + Penalty 3713.171437 = -10758716.608301
  nChanged 5049
		SP:Iteration 5F (101442.190000 sec): 3 clusters
  Score: Raw -10764955.943789 + Penalty 3713.171437 = -10761242.772353
  nChanged 6110
		SP:Iteration 6F (101442.890000 sec): 3 clusters
  Score: Raw -10768682.636385 + Penalty 3713.171437 = -10764969.464948
  nChanged 6817
		SP:Iteration 7F (101443.600000 sec): 3 clusters
  Score: Raw -10773607.560881 + Penalty 3713.171437 = -10769894.389444
  nChanged 6834
		SP:Iteration 8F (101444.300000 sec): 3 clusters
  Score: Raw -10779190.519763 + Penalty 3713.171437 = -10775477.348326
  nChanged 6017
		SP:Iteration 9F (101444.930000 sec): 3 clusters
  Score: Raw -10784643.387896 + Penalty 3713.171437 = -10780930.216460
  nChanged 4550
		SP:Iteration 10Q (101445.680000 sec): 3 clusters
  Score: Raw -10789014.082020 + Penalty 3713.171437 = -10785300.910583
  nChanged 2713
		SP:Iteration 11Q (101446.430000 sec): 3 clusters
  Score: Raw -10791676.638370 + Penalty 3713.171437 = -10787963.466934
  nChanged 1153
		SP:Iteration 12Q (101447.070000 sec): 3 clusters
  Score: Raw -10792979.866526 + Penalty 3713.171437 = -10789266.695089
  nChanged 390
		SP:Iteration 13Q (101447.690000 sec): 3 clusters
  Score: Raw -10793473.894775 + Penalty 3713.171437 = -10789760.723338
  nChanged 211
		SP:Iteration 14Q (101448.310000 sec): 3 clusters
  Score: Raw -10793628.453005 + Penalty 3713.171437 = -10789915.281568
  nChanged 128
		SP:Iteration 15Q (101448.940000 sec): 3 clusters
  Score: Raw -10793696.123313 + Penalty 3713.171437 = -10789982.951876
  nChanged 88
		SP:Iteration 16Q (101449.600000 sec): 3 clusters
  Score: Raw -10793732.020247 + Penalty 3713.171437 = -10790018.848811
  nChanged 55
		SP:Iteration 17Q (101450.180000 sec): 3 clusters
  Score: Raw -10793752.358028 + Penalty 3713.171437 = -10790039.186591
  nChanged 34
		SP:Iteration 18Q (101450.740000 sec): 3 clusters
  Score: Raw -10793764.907488 + Penalty 3713.171437 = -10790051.736051
  nChanged 25
		SP:Iteration 19Q (101451.320000 sec): 3 clusters
  Score: Raw -10793773.980173 + Penalty 3713.171437 = -10790060.808737
  nChanged 20
		SP:Iteration 20F (101451.940000 sec): 3 clusters
  Score: Raw -10793781.173654 + Penalty 3713.171437 = -10790068.002218
  nChanged 12
		SP:Iteration 21Q (101452.500000 sec): 3 clusters
  Score: Raw -10793785.402147 + Penalty 3713.171437 = -10790072.230711
  nChanged 15
		SP:Iteration 22Q (101453.080000 sec): 3 clusters
  Score: Raw -10793788.760328 + Penalty 3713.171437 = -10790075.588891
  nChanged 9
		SP:Iteration 23Q (101453.670000 sec): 3 clusters
  Score: Raw -10793791.042693 + Penalty 3713.171437 = -10790077.871257
  nChanged 9
		SP:Iteration 24Q (101454.300000 sec): 3 clusters
  Score: Raw -10793793.375048 + Penalty 3713.171437 = -10790080.203611
  nChanged 9
		SP:Iteration 25Q (101454.870000 sec): 3 clusters
  Score: Raw -10793795.694665 + Penalty 3713.171437 = -10790082.523229
  nChanged 9
		SP:Iteration 26Q (101455.480000 sec): 3 clusters
  Score: Raw -10793798.007150 + Penalty 3713.171437 = -10790084.835714
  nChanged 11
		SP:Iteration 27Q (101456.040000 sec): 3 clusters
  Score: Raw -10793800.907595 + Penalty 3713.171437 = -10790087.736159
  nChanged 5
		SP:Iteration 28Q (101456.620000 sec): 3 clusters
  Score: Raw -10793801.991518 + Penalty 3713.171437 = -10790088.820082
  nChanged 2
		SP:Iteration 29Q (101457.200000 sec): 3 clusters
  Score: Raw -10793802.562550 + Penalty 3713.171437 = -10790089.391113
  nChanged 1
		SP:Iteration 30Q (101457.840000 sec): 3 clusters
  Score: Raw -10793802.600907 + Penalty 3713.171437 = -10790089.429471
  nChanged 0
		SP:Iteration 31F (101458.540000 sec): 3 clusters
  Score: Raw -10793802.600907 + Penalty 3713.171437 = -10790089.429471
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101458.730000 sec): 2 clusters
  Score: Raw -118820.726212 + Penalty 1171.397555 = -117649.328657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101458.960000 sec): 3 clusters
  Score: Raw -118382.396684 + Penalty 2342.795110 = -116039.601575
  nChanged 445
		SP:Iteration 1F (101459.110000 sec): 3 clusters
  Score: Raw -118727.500441 + Penalty 2342.795110 = -116384.705331
  nChanged 100
		SP:Iteration 2F (101459.330000 sec): 3 clusters
  Score: Raw -118823.872137 + Penalty 2342.795110 = -116481.077027
  nChanged 51
		SP:Iteration 3Q (101459.580000 sec): 3 clusters
  Score: Raw -118877.658652 + Penalty 2342.795110 = -116534.863542
  nChanged 49
		SP:Iteration 4Q (101459.760000 sec): 3 clusters
  Score: Raw -118933.124457 + Penalty 2342.795110 = -116590.329347
  nChanged 36
		SP:Iteration 5Q (101459.950000 sec): 3 clusters
  Score: Raw -118986.320864 + Penalty 2342.795110 = -116643.525755
  nChanged 45
		SP:Iteration 6Q (101460.160000 sec): 3 clusters
  Score: Raw -119041.865498 + Penalty 2342.795110 = -116699.070388
  nChanged 32
		SP:Iteration 7Q (101460.320000 sec): 3 clusters
  Score: Raw -119068.271923 + Penalty 2342.795110 = -116725.476814
  nChanged 25
		SP:Iteration 8Q (101460.470000 sec): 3 clusters
  Score: Raw -119099.145818 + Penalty 2342.795110 = -116756.350708
  nChanged 23
		SP:Iteration 9Q (101460.660000 sec): 3 clusters
  Score: Raw -119128.358453 + Penalty 2342.795110 = -116785.563343
  nChanged 28
		SP:Iteration 10Q (101460.850000 sec): 3 clusters
  Score: Raw -119160.569491 + Penalty 2342.795110 = -116817.774381
  nChanged 42
		SP:Iteration 11Q (101461.040000 sec): 3 clusters
  Score: Raw -119210.301107 + Penalty 2342.795110 = -116867.505997
  nChanged 37
		SP:Iteration 12Q (101461.190000 sec): 3 clusters
  Score: Raw -119254.340823 + Penalty 2342.795110 = -116911.545713
  nChanged 33
		SP:Iteration 13Q (101461.370000 sec): 3 clusters
  Score: Raw -119294.583477 + Penalty 2342.795110 = -116951.788367
  nChanged 34
		SP:Iteration 14Q (101461.540000 sec): 3 clusters
  Score: Raw -119334.671934 + Penalty 2342.795110 = -116991.876825
  nChanged 34
		SP:Iteration 15Q (101461.630000 sec): 3 clusters
  Score: Raw -119373.951169 + Penalty 2342.795110 = -117031.156059
  nChanged 29
		SP:Iteration 16Q (101461.780000 sec): 3 clusters
  Score: Raw -119418.549209 + Penalty 2342.795110 = -117075.754099
  nChanged 26
		SP:Iteration 17Q (101461.940000 sec): 3 clusters
  Score: Raw -119449.061971 + Penalty 2342.795110 = -117106.266861
  nChanged 23
		SP:Iteration 18Q (101462.080000 sec): 3 clusters
  Score: Raw -119486.577740 + Penalty 2342.795110 = -117143.782630
  nChanged 19
		SP:Iteration 19Q (101462.180000 sec): 3 clusters
  Score: Raw -119530.755057 + Penalty 2342.795110 = -117187.959948
  nChanged 23
		SP:Iteration 20F (101462.320000 sec): 3 clusters
  Score: Raw -119570.958248 + Penalty 2342.795110 = -117228.163138
  nChanged 22
		SP:Iteration 21Q (101462.460000 sec): 3 clusters
  Score: Raw -119604.460378 + Penalty 2342.795110 = -117261.665268
  nChanged 19
		SP:Iteration 22Q (101462.560000 sec): 3 clusters
  Score: Raw -119633.802694 + Penalty 2342.795110 = -117291.007585
  nChanged 11
		SP:Iteration 23Q (101462.710000 sec): 3 clusters
  Score: Raw -119647.501799 + Penalty 2342.795110 = -117304.706689
  nChanged 4
		SP:Iteration 24Q (101462.850000 sec): 3 clusters
  Score: Raw -119653.254518 + Penalty 2342.795110 = -117310.459408
  nChanged 3
		SP:Iteration 25Q (101462.940000 sec): 3 clusters
  Score: Raw -119656.909953 + Penalty 2342.795110 = -117314.114843
  nChanged 8
		SP:Iteration 26Q (101463.090000 sec): 3 clusters
  Score: Raw -119662.370798 + Penalty 2342.795110 = -117319.575688
  nChanged 4
		SP:Iteration 27Q (101463.230000 sec): 3 clusters
  Score: Raw -119664.801709 + Penalty 2342.795110 = -117322.006599
  nChanged 3
		SP:Iteration 28Q (101463.370000 sec): 3 clusters
  Score: Raw -119668.979783 + Penalty 2342.795110 = -117326.184673
  nChanged 6
		SP:Iteration 29Q (101463.460000 sec): 3 clusters
  Score: Raw -119674.516060 + Penalty 2342.795110 = -117331.720950
  nChanged 6
		SP:Iteration 30Q (101463.650000 sec): 3 clusters
  Score: Raw -119679.214680 + Penalty 2342.795110 = -117336.419570
  nChanged 4
		SP:Iteration 31Q (101463.780000 sec): 3 clusters
  Score: Raw -119682.169537 + Penalty 2342.795110 = -117339.374427
  nChanged 1
		SP:Iteration 32Q (101463.920000 sec): 3 clusters
  Score: Raw -119682.925979 + Penalty 2342.795110 = -117340.130869
  nChanged 0
		SP:Iteration 33F (101464.080000 sec): 3 clusters
  Score: Raw -119682.925979 + Penalty 2342.795110 = -117340.130869
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101464.230000 sec): 2 clusters
  Score: Raw -967527.118518 + Penalty 1475.888921 = -966051.229598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101464.460000 sec): 3 clusters
  Score: Raw -962644.943574 + Penalty 2951.777841 = -959693.165733
  nChanged 3768
		SP:Iteration 1F (101464.670000 sec): 3 clusters
  Score: Raw -964995.168223 + Penalty 2951.777841 = -962043.390382
  nChanged 750
		SP:Iteration 2F (101464.900000 sec): 3 clusters
  Score: Raw -965497.625270 + Penalty 2951.777841 = -962545.847429
  nChanged 609
		SP:Iteration 3F (101465.180000 sec): 3 clusters
  Score: Raw -965889.662229 + Penalty 2951.777841 = -962937.884387
  nChanged 524
		SP:Iteration 4F (101465.390000 sec): 3 clusters
  Score: Raw -966196.760765 + Penalty 2951.777841 = -963244.982923
  nChanged 428
		SP:Iteration 5Q (101465.560000 sec): 3 clusters
  Score: Raw -966464.522948 + Penalty 2951.777841 = -963512.745107
  nChanged 375
		SP:Iteration 6Q (101465.800000 sec): 3 clusters
  Score: Raw -966708.598015 + Penalty 2951.777841 = -963756.820173
  nChanged 323
		SP:Iteration 7Q (101466.030000 sec): 3 clusters
  Score: Raw -966929.088275 + Penalty 2951.777841 = -963977.310434
  nChanged 284
		SP:Iteration 8Q (101466.240000 sec): 3 clusters
  Score: Raw -967114.499804 + Penalty 2951.777841 = -964162.721963
  nChanged 213
		SP:Iteration 9Q (101466.520000 sec): 3 clusters
  Score: Raw -967267.344630 + Penalty 2951.777841 = -964315.566789
  nChanged 173
		SP:Iteration 10Q (101466.760000 sec): 3 clusters
  Score: Raw -967376.017645 + Penalty 2951.777841 = -964424.239803
  nChanged 140
		SP:Iteration 11Q (101467.000000 sec): 3 clusters
  Score: Raw -967457.009491 + Penalty 2951.777841 = -964505.231650
  nChanged 112
		SP:Iteration 12Q (101467.240000 sec): 3 clusters
  Score: Raw -967516.674241 + Penalty 2951.777841 = -964564.896400
  nChanged 92
		SP:Iteration 13Q (101467.480000 sec): 3 clusters
  Score: Raw -967570.438293 + Penalty 2951.777841 = -964618.660452
  nChanged 78
		SP:Iteration 14Q (101467.770000 sec): 3 clusters
  Score: Raw -967615.871539 + Penalty 2951.777841 = -964664.093698
  nChanged 62
		SP:Iteration 15Q (101467.990000 sec): 3 clusters
  Score: Raw -967655.589556 + Penalty 2951.777841 = -964703.811715
  nChanged 61
		SP:Iteration 16Q (101468.260000 sec): 3 clusters
  Score: Raw -967695.395712 + Penalty 2951.777841 = -964743.617871
  nChanged 49
		SP:Iteration 17Q (101468.520000 sec): 3 clusters
  Score: Raw -967721.977802 + Penalty 2951.777841 = -964770.199961
  nChanged 35
		SP:Iteration 18Q (101468.730000 sec): 3 clusters
  Score: Raw -967738.811353 + Penalty 2951.777841 = -964787.033512
  nChanged 32
		SP:Iteration 19Q (101468.970000 sec): 3 clusters
  Score: Raw -967754.211055 + Penalty 2951.777841 = -964802.433214
  nChanged 24
		SP:Iteration 20F (101469.160000 sec): 3 clusters
  Score: Raw -967768.167008 + Penalty 2951.777841 = -964816.389166
  nChanged 24
		SP:Iteration 21Q (101469.430000 sec): 3 clusters
  Score: Raw -967780.795850 + Penalty 2951.777841 = -964829.018009
  nChanged 19
		SP:Iteration 22Q (101469.640000 sec): 3 clusters
  Score: Raw -967788.736048 + Penalty 2951.777841 = -964836.958207
  nChanged 12
		SP:Iteration 23Q (101469.840000 sec): 3 clusters
  Score: Raw -967794.458823 + Penalty 2951.777841 = -964842.680982
  nChanged 12
		SP:Iteration 24Q (101470.050000 sec): 3 clusters
  Score: Raw -967799.880762 + Penalty 2951.777841 = -964848.102921
  nChanged 12
		SP:Iteration 25Q (101470.320000 sec): 3 clusters
  Score: Raw -967807.075361 + Penalty 2951.777841 = -964855.297520
  nChanged 17
		SP:Iteration 26Q (101470.520000 sec): 3 clusters
  Score: Raw -967815.420542 + Penalty 2951.777841 = -964863.642701
  nChanged 11
		SP:Iteration 27Q (101470.790000 sec): 3 clusters
  Score: Raw -967820.018960 + Penalty 2951.777841 = -964868.241118
  nChanged 8
		SP:Iteration 28Q (101471.060000 sec): 3 clusters
  Score: Raw -967823.628049 + Penalty 2951.777841 = -964871.850208
  nChanged 5
		SP:Iteration 29Q (101471.330000 sec): 3 clusters
  Score: Raw -967825.767905 + Penalty 2951.777841 = -964873.990063
  nChanged 2
		SP:Iteration 30Q (101471.620000 sec): 3 clusters
  Score: Raw -967826.734880 + Penalty 2951.777841 = -964874.957038
  nChanged 3
		SP:Iteration 31Q (101471.830000 sec): 3 clusters
  Score: Raw -967827.788754 + Penalty 2951.777841 = -964876.010913
  nChanged 1
		SP:Iteration 32Q (101472.050000 sec): 3 clusters
  Score: Raw -967828.105368 + Penalty 2951.777841 = -964876.327526
  nChanged 2
		SP:Iteration 33Q (101472.260000 sec): 3 clusters
  Score: Raw -967828.491847 + Penalty 2951.777841 = -964876.714006
  nChanged 1
		SP:Iteration 34Q (101472.520000 sec): 3 clusters
  Score: Raw -967828.938393 + Penalty 2951.777841 = -964877.160551
  nChanged 4
		SP:Iteration 35Q (101472.730000 sec): 3 clusters
  Score: Raw -967830.916910 + Penalty 2951.777841 = -964879.139069
  nChanged 5
		SP:Iteration 36Q (101472.960000 sec): 3 clusters
  Score: Raw -967832.695982 + Penalty 2951.777841 = -964880.918141
  nChanged 7
		SP:Iteration 37Q (101473.140000 sec): 3 clusters
  Score: Raw -967836.130615 + Penalty 2951.777841 = -964884.352774
  nChanged 6
		SP:Iteration 38Q (101473.410000 sec): 3 clusters
  Score: Raw -967838.749228 + Penalty 2951.777841 = -964886.971387
  nChanged 4
		SP:Iteration 39Q (101473.630000 sec): 3 clusters
  Score: Raw -967840.178725 + Penalty 2951.777841 = -964888.400883
  nChanged 2
		SP:Iteration 40F (101473.860000 sec): 3 clusters
  Score: Raw -967841.054156 + Penalty 2951.777841 = -964889.276314
  nChanged 2
		SP:Iteration 41Q (101474.130000 sec): 3 clusters
  Score: Raw -967842.157412 + Penalty 2951.777841 = -964890.379571
  nChanged 4
		SP:Iteration 42Q (101474.370000 sec): 3 clusters
  Score: Raw -967844.044081 + Penalty 2951.777841 = -964892.266239
  nChanged 2
		SP:Iteration 43Q (101474.660000 sec): 3 clusters
  Score: Raw -967844.567812 + Penalty 2951.777841 = -964892.789971
  nChanged 2
		SP:Iteration 44Q (101474.870000 sec): 3 clusters
  Score: Raw -967844.884781 + Penalty 2951.777841 = -964893.106939
  nChanged 0
		SP:Iteration 45F (101475.130000 sec): 3 clusters
  Score: Raw -967844.884781 + Penalty 2951.777841 = -964893.106939
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101475.240000 sec): 2 clusters
  Score: Raw -818338.513367 + Penalty 1451.011712 = -816887.501655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101475.480000 sec): 3 clusters
  Score: Raw -814232.681291 + Penalty 2902.023424 = -811330.657867
  nChanged 3140
		SP:Iteration 1F (101475.690000 sec): 3 clusters
  Score: Raw -815967.661043 + Penalty 2902.023424 = -813065.637620
  nChanged 546
		SP:Iteration 2F (101475.900000 sec): 3 clusters
  Score: Raw -816283.121300 + Penalty 2902.023424 = -813381.097877
  nChanged 484
		SP:Iteration 3F (101476.140000 sec): 3 clusters
  Score: Raw -816602.218420 + Penalty 2902.023424 = -813700.194996
  nChanged 479
		SP:Iteration 4F (101476.320000 sec): 3 clusters
  Score: Raw -816917.540392 + Penalty 2902.023424 = -814015.516969
  nChanged 444
		SP:Iteration 5F (101476.600000 sec): 3 clusters
  Score: Raw -817206.496556 + Penalty 2902.023424 = -814304.473133
  nChanged 390
		SP:Iteration 6F (101476.810000 sec): 3 clusters
  Score: Raw -817453.771356 + Penalty 2902.023424 = -814551.747933
  nChanged 327
		SP:Iteration 7Q (101477.010000 sec): 3 clusters
  Score: Raw -817658.864013 + Penalty 2902.023424 = -814756.840590
  nChanged 277
		SP:Iteration 8Q (101477.230000 sec): 3 clusters
  Score: Raw -817834.911828 + Penalty 2902.023424 = -814932.888404
  nChanged 227
		SP:Iteration 9Q (101477.440000 sec): 3 clusters
  Score: Raw -817975.907626 + Penalty 2902.023424 = -815073.884203
  nChanged 185
		SP:Iteration 10Q (101477.700000 sec): 3 clusters
  Score: Raw -818102.705747 + Penalty 2902.023424 = -815200.682324
  nChanged 155
		SP:Iteration 11Q (101477.920000 sec): 3 clusters
  Score: Raw -818196.850587 + Penalty 2902.023424 = -815294.827163
  nChanged 118
		SP:Iteration 12Q (101478.130000 sec): 3 clusters
  Score: Raw -818267.545812 + Penalty 2902.023424 = -815365.522389
  nChanged 86
		SP:Iteration 13Q (101478.400000 sec): 3 clusters
  Score: Raw -818320.424316 + Penalty 2902.023424 = -815418.400892
  nChanged 83
		SP:Iteration 14Q (101478.660000 sec): 3 clusters
  Score: Raw -818367.456686 + Penalty 2902.023424 = -815465.433263
  nChanged 62
		SP:Iteration 15Q (101478.850000 sec): 3 clusters
  Score: Raw -818397.607813 + Penalty 2902.023424 = -815495.584389
  nChanged 55
		SP:Iteration 16Q (101479.100000 sec): 3 clusters
  Score: Raw -818423.240817 + Penalty 2902.023424 = -815521.217394
  nChanged 40
		SP:Iteration 17Q (101479.340000 sec): 3 clusters
  Score: Raw -818440.485973 + Penalty 2902.023424 = -815538.462549
  nChanged 39
		SP:Iteration 18Q (101479.600000 sec): 3 clusters
  Score: Raw -818456.522105 + Penalty 2902.023424 = -815554.498681
  nChanged 38
		SP:Iteration 19Q (101479.860000 sec): 3 clusters
  Score: Raw -818470.407712 + Penalty 2902.023424 = -815568.384288
  nChanged 28
		SP:Iteration 20F (101480.100000 sec): 3 clusters
  Score: Raw -818482.027140 + Penalty 2902.023424 = -815580.003717
  nChanged 19
		SP:Iteration 21Q (101480.310000 sec): 3 clusters
  Score: Raw -818490.189947 + Penalty 2902.023424 = -815588.166523
  nChanged 17
		SP:Iteration 22Q (101480.510000 sec): 3 clusters
  Score: Raw -818496.889798 + Penalty 2902.023424 = -815594.866374
  nChanged 16
		SP:Iteration 23Q (101480.720000 sec): 3 clusters
  Score: Raw -818502.776695 + Penalty 2902.023424 = -815600.753272
  nChanged 16
		SP:Iteration 24Q (101480.940000 sec): 3 clusters
  Score: Raw -818507.742742 + Penalty 2902.023424 = -815605.719319
  nChanged 10
		SP:Iteration 25Q (101481.170000 sec): 3 clusters
  Score: Raw -818510.851686 + Penalty 2902.023424 = -815608.828262
  nChanged 8
		SP:Iteration 26Q (101481.380000 sec): 3 clusters
  Score: Raw -818512.683526 + Penalty 2902.023424 = -815610.660102
  nChanged 2
		SP:Iteration 27Q (101481.600000 sec): 3 clusters
  Score: Raw -818512.956852 + Penalty 2902.023424 = -815610.933428
  nChanged 2
		SP:Iteration 28Q (101481.800000 sec): 3 clusters
  Score: Raw -818513.547426 + Penalty 2902.023424 = -815611.524002
  nChanged 1
		SP:Iteration 29Q (101481.990000 sec): 3 clusters
  Score: Raw -818513.882010 + Penalty 2902.023424 = -815611.858586
  nChanged 1
		SP:Iteration 30Q (101482.220000 sec): 3 clusters
  Score: Raw -818514.153801 + Penalty 2902.023424 = -815612.130378
  nChanged 0
		SP:Iteration 31F (101482.440000 sec): 3 clusters
  Score: Raw -818514.153801 + Penalty 2902.023424 = -815612.130378
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (176437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101483.480000 sec): 2 clusters
  Score: Raw -18481447.360737 + Penalty 1963.116862 = -18479484.243875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101484.660000 sec): 3 clusters
  Score: Raw -18364746.500894 + Penalty 3926.233724 = -18360820.267170
  nChanged 85177
		SP:Iteration 1F (101485.820000 sec): 3 clusters
  Score: Raw -18416778.843008 + Penalty 3926.233724 = -18412852.609284
  nChanged 8308
		SP:Iteration 2Q (101486.990000 sec): 3 clusters
  Score: Raw -18420426.174186 + Penalty 3926.233724 = -18416499.940462
  nChanged 9762
		SP:Iteration 3F (101488.160000 sec): 3 clusters
  Score: Raw -18425819.157550 + Penalty 3926.233724 = -18421892.923826
  nChanged 11260
		SP:Iteration 4F (101489.230000 sec): 3 clusters
  Score: Raw -18432768.008930 + Penalty 3926.233724 = -18428841.775206
  nChanged 11533
		SP:Iteration 5F (101490.300000 sec): 3 clusters
  Score: Raw -18440080.941636 + Penalty 3926.233724 = -18436154.707912
  nChanged 10856
		SP:Iteration 6F (101491.420000 sec): 3 clusters
  Score: Raw -18446778.100562 + Penalty 3926.233724 = -18442851.866838
  nChanged 9397
		SP:Iteration 7F (101492.710000 sec): 3 clusters
  Score: Raw -18452379.501936 + Penalty 3926.233724 = -18448453.268212
  nChanged 7743
		SP:Iteration 8Q (101493.840000 sec): 3 clusters
  Score: Raw -18456658.199585 + Penalty 3926.233724 = -18452731.965861
  nChanged 6285
		SP:Iteration 9Q (101495.090000 sec): 3 clusters
  Score: Raw -18459703.473200 + Penalty 3926.233724 = -18455777.239476
  nChanged 5016
		SP:Iteration 10Q (101496.420000 sec): 3 clusters
  Score: Raw -18461768.747473 + Penalty 3926.233724 = -18457842.513749
  nChanged 3905
		SP:Iteration 11Q (101497.820000 sec): 3 clusters
  Score: Raw -18463264.303444 + Penalty 3926.233724 = -18459338.069720
  nChanged 3482
		SP:Iteration 12Q (101499.060000 sec): 3 clusters
  Score: Raw -18464564.942860 + Penalty 3926.233724 = -18460638.709136
  nChanged 3358
		SP:Iteration 13Q (101500.280000 sec): 3 clusters
  Score: Raw -18465799.657031 + Penalty 3926.233724 = -18461873.423306
  nChanged 3303
		SP:Iteration 14Q (101501.430000 sec): 3 clusters
  Score: Raw -18467034.605856 + Penalty 3926.233724 = -18463108.372132
  nChanged 3392
		SP:Iteration 15Q (101502.520000 sec): 3 clusters
  Score: Raw -18468361.719565 + Penalty 3926.233724 = -18464435.485841
  nChanged 3340
		SP:Iteration 16Q (101503.560000 sec): 3 clusters
  Score: Raw -18469735.224705 + Penalty 3926.233724 = -18465808.990981
  nChanged 3239
		SP:Iteration 17Q (101504.700000 sec): 3 clusters
  Score: Raw -18471126.424186 + Penalty 3926.233724 = -18467200.190462
  nChanged 3168
		SP:Iteration 18Q (101506.090000 sec): 3 clusters
  Score: Raw -18472552.065868 + Penalty 3926.233724 = -18468625.832143
  nChanged 3023
		SP:Iteration 19Q (101507.110000 sec): 3 clusters
  Score: Raw -18473981.392533 + Penalty 3926.233724 = -18470055.158808
  nChanged 2828
		SP:Iteration 20F (101508.370000 sec): 3 clusters
  Score: Raw -18475341.016752 + Penalty 3926.233724 = -18471414.783028
  nChanged 2550
		SP:Iteration 21Q (101509.460000 sec): 3 clusters
  Score: Raw -18476607.303660 + Penalty 3926.233724 = -18472681.069936
  nChanged 2326
		SP:Iteration 22Q (101510.510000 sec): 3 clusters
  Score: Raw -18477802.633883 + Penalty 3926.233724 = -18473876.400159
  nChanged 2009
		SP:Iteration 23Q (101511.690000 sec): 3 clusters
  Score: Raw -18478838.294931 + Penalty 3926.233724 = -18474912.061207
  nChanged 1701
		SP:Iteration 24Q (101512.810000 sec): 3 clusters
  Score: Raw -18479717.894660 + Penalty 3926.233724 = -18475791.660936
  nChanged 1355
		SP:Iteration 25Q (101513.880000 sec): 3 clusters
  Score: Raw -18480427.227684 + Penalty 3926.233724 = -18476500.993959
  nChanged 1100
		SP:Iteration 26Q (101514.780000 sec): 3 clusters
  Score: Raw -18480992.735428 + Penalty 3926.233724 = -18477066.501704
  nChanged 787
		SP:Iteration 27Q (101515.810000 sec): 3 clusters
  Score: Raw -18481386.958174 + Penalty 3926.233724 = -18477460.724450
  nChanged 571
		SP:Iteration 28Q (101516.780000 sec): 3 clusters
  Score: Raw -18481649.759091 + Penalty 3926.233724 = -18477723.525367
  nChanged 429
		SP:Iteration 29Q (101517.770000 sec): 3 clusters
  Score: Raw -18481840.048259 + Penalty 3926.233724 = -18477913.814535
  nChanged 337
		SP:Iteration 30Q (101518.760000 sec): 3 clusters
  Score: Raw -18481987.791302 + Penalty 3926.233724 = -18478061.557578
  nChanged 249
		SP:Iteration 31Q (101519.690000 sec): 3 clusters
  Score: Raw -18482089.512477 + Penalty 3926.233724 = -18478163.278753
  nChanged 206
		SP:Iteration 32Q (101520.700000 sec): 3 clusters
  Score: Raw -18482154.442098 + Penalty 3926.233724 = -18478228.208374
  nChanged 155
		SP:Iteration 33Q (101521.730000 sec): 3 clusters
  Score: Raw -18482200.399612 + Penalty 3926.233724 = -18478274.165888
  nChanged 132
		SP:Iteration 34Q (101522.660000 sec): 3 clusters
  Score: Raw -18482242.581982 + Penalty 3926.233724 = -18478316.348258
  nChanged 110
		SP:Iteration 35Q (101523.510000 sec): 3 clusters
  Score: Raw -18482273.659391 + Penalty 3926.233724 = -18478347.425667
  nChanged 77
		SP:Iteration 36Q (101524.350000 sec): 3 clusters
  Score: Raw -18482295.208887 + Penalty 3926.233724 = -18478368.975163
  nChanged 72
		SP:Iteration 37Q (101525.280000 sec): 3 clusters
  Score: Raw -18482319.225728 + Penalty 3926.233724 = -18478392.992004
  nChanged 62
		SP:Iteration 38Q (101526.230000 sec): 3 clusters
  Score: Raw -18482338.535778 + Penalty 3926.233724 = -18478412.302053
  nChanged 52
		SP:Iteration 39Q (101527.110000 sec): 3 clusters
  Score: Raw -18482351.936642 + Penalty 3926.233724 = -18478425.702918
  nChanged 62
		SP:Iteration 40F (101528.120000 sec): 3 clusters
  Score: Raw -18482369.150995 + Penalty 3926.233724 = -18478442.917271
  nChanged 63
		SP:Iteration 41Q (101528.980000 sec): 3 clusters
  Score: Raw -18482382.634271 + Penalty 3926.233724 = -18478456.400547
  nChanged 48
		SP:Iteration 42Q (101529.860000 sec): 3 clusters
  Score: Raw -18482394.669278 + Penalty 3926.233724 = -18478468.435554
  nChanged 47
		SP:Iteration 43Q (101530.770000 sec): 3 clusters
  Score: Raw -18482405.360054 + Penalty 3926.233724 = -18478479.126330
  nChanged 47
		SP:Iteration 44Q (101531.770000 sec): 3 clusters
  Score: Raw -18482415.368955 + Penalty 3926.233724 = -18478489.135231
  nChanged 39
		SP:Iteration 45Q (101532.680000 sec): 3 clusters
  Score: Raw -18482425.139862 + Penalty 3926.233724 = -18478498.906138
  nChanged 42
		SP:Iteration 46Q (101533.680000 sec): 3 clusters
  Score: Raw -18482435.435245 + Penalty 3926.233724 = -18478509.201521
  nChanged 33
		SP:Iteration 47Q (101534.620000 sec): 3 clusters
  Score: Raw -18482443.425110 + Penalty 3926.233724 = -18478517.191385
  nChanged 25
		SP:Iteration 48Q (101535.660000 sec): 3 clusters
  Score: Raw -18482448.247314 + Penalty 3926.233724 = -18478522.013590
  nChanged 27
		SP:Iteration 49Q (101536.640000 sec): 3 clusters
  Score: Raw -18482452.617196 + Penalty 3926.233724 = -18478526.383472
  nChanged 22
		SP:Iteration 50Q (101537.610000 sec): 3 clusters
  Score: Raw -18482456.652833 + Penalty 3926.233724 = -18478530.419109
  nChanged 23
		SP:Iteration 51Q (101538.710000 sec): 3 clusters
  Score: Raw -18482460.660779 + Penalty 3926.233724 = -18478534.427055
  nChanged 14
		SP:Iteration 52Q (101539.690000 sec): 3 clusters
  Score: Raw -18482462.678032 + Penalty 3926.233724 = -18478536.444308
  nChanged 18
		SP:Iteration 53Q (101540.610000 sec): 3 clusters
  Score: Raw -18482465.936286 + Penalty 3926.233724 = -18478539.702562
  nChanged 12
		SP:Iteration 54Q (101541.620000 sec): 3 clusters
  Score: Raw -18482467.223111 + Penalty 3926.233724 = -18478540.989387
  nChanged 6
		SP:Iteration 55Q (101542.570000 sec): 3 clusters
  Score: Raw -18482467.805723 + Penalty 3926.233724 = -18478541.571999
  nChanged 5
		SP:Iteration 56Q (101543.560000 sec): 3 clusters
  Score: Raw -18482468.544255 + Penalty 3926.233724 = -18478542.310531
  nChanged 8
		SP:Iteration 57Q (101544.580000 sec): 3 clusters
  Score: Raw -18482469.668670 + Penalty 3926.233724 = -18478543.434946
  nChanged 8
		SP:Iteration 58Q (101545.610000 sec): 3 clusters
  Score: Raw -18482470.758571 + Penalty 3926.233724 = -18478544.524847
  nChanged 5
		SP:Iteration 59Q (101546.660000 sec): 3 clusters
  Score: Raw -18482471.497024 + Penalty 3926.233724 = -18478545.263300
  nChanged 6
		SP:Iteration 60F (101547.770000 sec): 3 clusters
  Score: Raw -18482472.385645 + Penalty 3926.233724 = -18478546.151921
  nChanged 8
		SP:Iteration 61Q (101548.700000 sec): 3 clusters
  Score: Raw -18482473.610771 + Penalty 3926.233724 = -18478547.377047
  nChanged 7
		SP:Iteration 62Q (101549.570000 sec): 3 clusters
  Score: Raw -18482474.880592 + Penalty 3926.233724 = -18478548.646868
  nChanged 6
		SP:Iteration 63Q (101550.550000 sec): 3 clusters
  Score: Raw -18482475.803960 + Penalty 3926.233724 = -18478549.570236
  nChanged 6
		SP:Iteration 64Q (101551.510000 sec): 3 clusters
  Score: Raw -18482476.444137 + Penalty 3926.233724 = -18478550.210413
  nChanged 3
		SP:Iteration 65Q (101552.510000 sec): 3 clusters
  Score: Raw -18482476.766882 + Penalty 3926.233724 = -18478550.533158
  nChanged 2
		SP:Iteration 66Q (101553.570000 sec): 3 clusters
  Score: Raw -18482476.976108 + Penalty 3926.233724 = -18478550.742384
  nChanged 3
		SP:Iteration 67Q (101554.560000 sec): 3 clusters
  Score: Raw -18482477.327997 + Penalty 3926.233724 = -18478551.094273
  nChanged 2
		SP:Iteration 68Q (101555.570000 sec): 3 clusters
  Score: Raw -18482477.588880 + Penalty 3926.233724 = -18478551.355156
  nChanged 1
		SP:Iteration 69Q (101556.510000 sec): 3 clusters
  Score: Raw -18482477.661820 + Penalty 3926.233724 = -18478551.428096
  nChanged 1
		SP:Iteration 70Q (101557.520000 sec): 3 clusters
  Score: Raw -18482477.923096 + Penalty 3926.233724 = -18478551.689372
  nChanged 3
		SP:Iteration 71Q (101558.500000 sec): 3 clusters
  Score: Raw -18482478.460927 + Penalty 3926.233724 = -18478552.227203
  nChanged 1
		SP:Iteration 72Q (101559.470000 sec): 3 clusters
  Score: Raw -18482478.589005 + Penalty 3926.233724 = -18478552.355281
  nChanged 1
		SP:Iteration 73Q (101560.500000 sec): 3 clusters
  Score: Raw -18482478.703048 + Penalty 3926.233724 = -18478552.469324
  nChanged 0
		SP:Iteration 74F (101561.490000 sec): 3 clusters
  Score: Raw -18482478.703048 + Penalty 3926.233724 = -18478552.469324
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (12927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101561.690000 sec): 2 clusters
  Score: Raw -1418691.407091 + Penalty 1538.399432 = -1417153.007659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101562.030000 sec): 3 clusters
  Score: Raw -1411179.011809 + Penalty 3076.798864 = -1408102.212946
  nChanged 5692
		SP:Iteration 1F (101562.390000 sec): 3 clusters
  Score: Raw -1414183.826583 + Penalty 3076.798864 = -1411107.027719
  nChanged 728
		SP:Iteration 2F (101562.680000 sec): 3 clusters
  Score: Raw -1414493.275309 + Penalty 3076.798864 = -1411416.476445
  nChanged 691
		SP:Iteration 3F (101562.990000 sec): 3 clusters
  Score: Raw -1414817.903648 + Penalty 3076.798864 = -1411741.104785
  nChanged 667
		SP:Iteration 4F (101563.290000 sec): 3 clusters
  Score: Raw -1415152.243527 + Penalty 3076.798864 = -1412075.444663
  nChanged 648
		SP:Iteration 5F (101563.490000 sec): 3 clusters
  Score: Raw -1415457.261517 + Penalty 3076.798864 = -1412380.462653
  nChanged 647
		SP:Iteration 6F (101563.740000 sec): 3 clusters
  Score: Raw -1415816.511644 + Penalty 3076.798864 = -1412739.712781
  nChanged 631
		SP:Iteration 7Q (101564.010000 sec): 3 clusters
  Score: Raw -1416164.384755 + Penalty 3076.798864 = -1413087.585891
  nChanged 549
		SP:Iteration 8Q (101564.240000 sec): 3 clusters
  Score: Raw -1416471.945030 + Penalty 3076.798864 = -1413395.146166
  nChanged 539
		SP:Iteration 9Q (101564.540000 sec): 3 clusters
  Score: Raw -1416747.337302 + Penalty 3076.798864 = -1413670.538439
  nChanged 477
		SP:Iteration 10Q (101564.890000 sec): 3 clusters
  Score: Raw -1416992.221382 + Penalty 3076.798864 = -1413915.422519
  nChanged 421
		SP:Iteration 11Q (101565.220000 sec): 3 clusters
  Score: Raw -1417218.202705 + Penalty 3076.798864 = -1414141.403841
  nChanged 408
		SP:Iteration 12Q (101565.500000 sec): 3 clusters
  Score: Raw -1417411.657512 + Penalty 3076.798864 = -1414334.858648
  nChanged 352
		SP:Iteration 13Q (101565.810000 sec): 3 clusters
  Score: Raw -1417554.808851 + Penalty 3076.798864 = -1414478.009988
  nChanged 303
		SP:Iteration 14Q (101566.070000 sec): 3 clusters
  Score: Raw -1417667.426396 + Penalty 3076.798864 = -1414590.627533
  nChanged 239
		SP:Iteration 15Q (101566.310000 sec): 3 clusters
  Score: Raw -1417754.876182 + Penalty 3076.798864 = -1414678.077319
  nChanged 220
		SP:Iteration 16Q (101566.570000 sec): 3 clusters
  Score: Raw -1417828.982980 + Penalty 3076.798864 = -1414752.184116
  nChanged 179
		SP:Iteration 17Q (101566.840000 sec): 3 clusters
  Score: Raw -1417880.890053 + Penalty 3076.798864 = -1414804.091189
  nChanged 159
		SP:Iteration 18Q (101567.110000 sec): 3 clusters
  Score: Raw -1417924.621828 + Penalty 3076.798864 = -1414847.822965
  nChanged 149
		SP:Iteration 19Q (101567.330000 sec): 3 clusters
  Score: Raw -1417965.967238 + Penalty 3076.798864 = -1414889.168375
  nChanged 138
		SP:Iteration 20F (101567.570000 sec): 3 clusters
  Score: Raw -1418000.507423 + Penalty 3076.798864 = -1414923.708559
  nChanged 121
		SP:Iteration 21Q (101567.910000 sec): 3 clusters
  Score: Raw -1418029.409305 + Penalty 3076.798864 = -1414952.610441
  nChanged 132
		SP:Iteration 22Q (101568.210000 sec): 3 clusters
  Score: Raw -1418066.071559 + Penalty 3076.798864 = -1414989.272695
  nChanged 129
		SP:Iteration 23Q (101568.550000 sec): 3 clusters
  Score: Raw -1418099.669042 + Penalty 3076.798864 = -1415022.870178
  nChanged 114
		SP:Iteration 24Q (101568.810000 sec): 3 clusters
  Score: Raw -1418125.521378 + Penalty 3076.798864 = -1415048.722514
  nChanged 103
		SP:Iteration 25Q (101569.120000 sec): 3 clusters
  Score: Raw -1418149.815921 + Penalty 3076.798864 = -1415073.017058
  nChanged 108
		SP:Iteration 26Q (101569.370000 sec): 3 clusters
  Score: Raw -1418175.999801 + Penalty 3076.798864 = -1415099.200938
  nChanged 123
		SP:Iteration 27Q (101569.620000 sec): 3 clusters
  Score: Raw -1418206.006747 + Penalty 3076.798864 = -1415129.207883
  nChanged 106
		SP:Iteration 28Q (101569.850000 sec): 3 clusters
  Score: Raw -1418228.573682 + Penalty 3076.798864 = -1415151.774818
  nChanged 89
		SP:Iteration 29Q (101570.090000 sec): 3 clusters
  Score: Raw -1418244.494432 + Penalty 3076.798864 = -1415167.695569
  nChanged 66
		SP:Iteration 30Q (101570.340000 sec): 3 clusters
  Score: Raw -1418256.139472 + Penalty 3076.798864 = -1415179.340608
  nChanged 68
		SP:Iteration 31Q (101570.580000 sec): 3 clusters
  Score: Raw -1418271.533646 + Penalty 3076.798864 = -1415194.734782
  nChanged 79
		SP:Iteration 32Q (101570.840000 sec): 3 clusters
  Score: Raw -1418288.120265 + Penalty 3076.798864 = -1415211.321401
  nChanged 85
		SP:Iteration 33Q (101571.120000 sec): 3 clusters
  Score: Raw -1418302.371475 + Penalty 3076.798864 = -1415225.572611
  nChanged 65
		SP:Iteration 34Q (101571.340000 sec): 3 clusters
  Score: Raw -1418314.929060 + Penalty 3076.798864 = -1415238.130196
  nChanged 75
		SP:Iteration 35Q (101571.600000 sec): 3 clusters
  Score: Raw -1418328.247489 + Penalty 3076.798864 = -1415251.448625
  nChanged 66
		SP:Iteration 36Q (101571.860000 sec): 3 clusters
  Score: Raw -1418339.687515 + Penalty 3076.798864 = -1415262.888651
  nChanged 63
		SP:Iteration 37Q (101572.120000 sec): 3 clusters
  Score: Raw -1418348.187263 + Penalty 3076.798864 = -1415271.388399
  nChanged 56
		SP:Iteration 38Q (101572.440000 sec): 3 clusters
  Score: Raw -1418356.974388 + Penalty 3076.798864 = -1415280.175525
  nChanged 57
		SP:Iteration 39Q (101572.650000 sec): 3 clusters
  Score: Raw -1418367.569302 + Penalty 3076.798864 = -1415290.770439
  nChanged 65
		SP:Iteration 40F (101572.930000 sec): 3 clusters
  Score: Raw -1418379.683641 + Penalty 3076.798864 = -1415302.884778
  nChanged 57
		SP:Iteration 41Q (101573.160000 sec): 3 clusters
  Score: Raw -1418389.109047 + Penalty 3076.798864 = -1415312.310183
  nChanged 57
		SP:Iteration 42Q (101573.440000 sec): 3 clusters
  Score: Raw -1418397.574568 + Penalty 3076.798864 = -1415320.775704
  nChanged 43
		SP:Iteration 43Q (101573.780000 sec): 3 clusters
  Score: Raw -1418403.311011 + Penalty 3076.798864 = -1415326.512148
  nChanged 32
		SP:Iteration 44Q (101574.030000 sec): 3 clusters
  Score: Raw -1418407.427755 + Penalty 3076.798864 = -1415330.628891
  nChanged 30
		SP:Iteration 45Q (101574.300000 sec): 3 clusters
  Score: Raw -1418411.288329 + Penalty 3076.798864 = -1415334.489465
  nChanged 29
		SP:Iteration 46Q (101574.520000 sec): 3 clusters
  Score: Raw -1418415.576695 + Penalty 3076.798864 = -1415338.777831
  nChanged 34
		SP:Iteration 47Q (101574.780000 sec): 3 clusters
  Score: Raw -1418420.627564 + Penalty 3076.798864 = -1415343.828701
  nChanged 27
		SP:Iteration 48Q (101575.020000 sec): 3 clusters
  Score: Raw -1418423.827151 + Penalty 3076.798864 = -1415347.028287
  nChanged 29
		SP:Iteration 49Q (101575.300000 sec): 3 clusters
  Score: Raw -1418427.226674 + Penalty 3076.798864 = -1415350.427811
  nChanged 34
		SP:Iteration 50Q (101575.630000 sec): 3 clusters
  Score: Raw -1418431.811464 + Penalty 3076.798864 = -1415355.012601
  nChanged 22
		SP:Iteration 51Q (101575.860000 sec): 3 clusters
  Score: Raw -1418434.335735 + Penalty 3076.798864 = -1415357.536871
  nChanged 17
		SP:Iteration 52Q (101576.140000 sec): 3 clusters
  Score: Raw -1418436.202200 + Penalty 3076.798864 = -1415359.403336
  nChanged 9
		SP:Iteration 53Q (101576.400000 sec): 3 clusters
  Score: Raw -1418437.483034 + Penalty 3076.798864 = -1415360.684171
  nChanged 25
		SP:Iteration 54Q (101576.620000 sec): 3 clusters
  Score: Raw -1418441.030310 + Penalty 3076.798864 = -1415364.231447
  nChanged 28
		SP:Iteration 55Q (101576.860000 sec): 3 clusters
  Score: Raw -1418444.915501 + Penalty 3076.798864 = -1415368.116638
  nChanged 24
		SP:Iteration 56Q (101577.120000 sec): 3 clusters
  Score: Raw -1418448.143049 + Penalty 3076.798864 = -1415371.344186
  nChanged 20
		SP:Iteration 57Q (101577.440000 sec): 3 clusters
  Score: Raw -1418450.442895 + Penalty 3076.798864 = -1415373.644031
  nChanged 16
		SP:Iteration 58Q (101577.680000 sec): 3 clusters
  Score: Raw -1418452.709394 + Penalty 3076.798864 = -1415375.910530
  nChanged 15
		SP:Iteration 59Q (101577.960000 sec): 3 clusters
  Score: Raw -1418454.471388 + Penalty 3076.798864 = -1415377.672525
  nChanged 17
		SP:Iteration 60F (101578.190000 sec): 3 clusters
  Score: Raw -1418456.221448 + Penalty 3076.798864 = -1415379.422585
  nChanged 17
		SP:Iteration 61Q (101578.440000 sec): 3 clusters
  Score: Raw -1418458.260353 + Penalty 3076.798864 = -1415381.461490
  nChanged 14
		SP:Iteration 62Q (101578.690000 sec): 3 clusters
  Score: Raw -1418460.234024 + Penalty 3076.798864 = -1415383.435160
  nChanged 16
		SP:Iteration 63Q (101578.890000 sec): 3 clusters
  Score: Raw -1418462.471190 + Penalty 3076.798864 = -1415385.672326
  nChanged 20
		SP:Iteration 64Q (101579.150000 sec): 3 clusters
  Score: Raw -1418465.087172 + Penalty 3076.798864 = -1415388.288309
  nChanged 14
		SP:Iteration 65Q (101579.390000 sec): 3 clusters
  Score: Raw -1418466.668097 + Penalty 3076.798864 = -1415389.869234
  nChanged 12
		SP:Iteration 66Q (101579.580000 sec): 3 clusters
  Score: Raw -1418467.809001 + Penalty 3076.798864 = -1415391.010137
  nChanged 6
		SP:Iteration 67Q (101579.900000 sec): 3 clusters
  Score: Raw -1418468.360965 + Penalty 3076.798864 = -1415391.562102
  nChanged 5
		SP:Iteration 68Q (101580.160000 sec): 3 clusters
  Score: Raw -1418468.707659 + Penalty 3076.798864 = -1415391.908795
  nChanged 7
		SP:Iteration 69Q (101580.450000 sec): 3 clusters
  Score: Raw -1418469.650664 + Penalty 3076.798864 = -1415392.851801
  nChanged 12
		SP:Iteration 70Q (101580.730000 sec): 3 clusters
  Score: Raw -1418470.837902 + Penalty 3076.798864 = -1415394.039038
  nChanged 14
		SP:Iteration 71Q (101581.020000 sec): 3 clusters
  Score: Raw -1418472.009773 + Penalty 3076.798864 = -1415395.210909
  nChanged 6
		SP:Iteration 72Q (101581.370000 sec): 3 clusters
  Score: Raw -1418472.557611 + Penalty 3076.798864 = -1415395.758748
  nChanged 6
		SP:Iteration 73Q (101581.570000 sec): 3 clusters
  Score: Raw -1418473.183151 + Penalty 3076.798864 = -1415396.384287
  nChanged 8
		SP:Iteration 74Q (101581.820000 sec): 3 clusters
  Score: Raw -1418473.743080 + Penalty 3076.798864 = -1415396.944217
  nChanged 6
		SP:Iteration 75Q (101582.090000 sec): 3 clusters
  Score: Raw -1418474.101506 + Penalty 3076.798864 = -1415397.302642
  nChanged 4
		SP:Iteration 76Q (101582.350000 sec): 3 clusters
  Score: Raw -1418474.417456 + Penalty 3076.798864 = -1415397.618593
  nChanged 7
		SP:Iteration 77Q (101582.670000 sec): 3 clusters
  Score: Raw -1418475.102448 + Penalty 3076.798864 = -1415398.303585
  nChanged 7
		SP:Iteration 78Q (101582.960000 sec): 3 clusters
  Score: Raw -1418475.730022 + Penalty 3076.798864 = -1415398.931158
  nChanged 4
		SP:Iteration 79Q (101583.220000 sec): 3 clusters
  Score: Raw -1418476.231847 + Penalty 3076.798864 = -1415399.432984
  nChanged 7
		SP:Iteration 80F (101583.490000 sec): 3 clusters
  Score: Raw -1418476.849347 + Penalty 3076.798864 = -1415400.050484
  nChanged 8
		SP:Iteration 81Q (101583.730000 sec): 3 clusters
  Score: Raw -1418477.718881 + Penalty 3076.798864 = -1415400.920017
  nChanged 11
		SP:Iteration 82Q (101584.000000 sec): 3 clusters
  Score: Raw -1418478.848056 + Penalty 3076.798864 = -1415402.049192
  nChanged 7
		SP:Iteration 83Q (101584.230000 sec): 3 clusters
  Score: Raw -1418479.340195 + Penalty 3076.798864 = -1415402.541332
  nChanged 5
		SP:Iteration 84Q (101584.490000 sec): 3 clusters
  Score: Raw -1418479.841664 + Penalty 3076.798864 = -1415403.042801
  nChanged 6
		SP:Iteration 85Q (101584.780000 sec): 3 clusters
  Score: Raw -1418480.318706 + Penalty 3076.798864 = -1415403.519842
  nChanged 5
		SP:Iteration 86Q (101585.010000 sec): 3 clusters
  Score: Raw -1418480.769132 + Penalty 3076.798864 = -1415403.970268
  nChanged 4
		SP:Iteration 87Q (101585.270000 sec): 3 clusters
  Score: Raw -1418481.236239 + Penalty 3076.798864 = -1415404.437376
  nChanged 3
		SP:Iteration 88Q (101585.570000 sec): 3 clusters
  Score: Raw -1418481.475819 + Penalty 3076.798864 = -1415404.676956
  nChanged 7
		SP:Iteration 89Q (101585.830000 sec): 3 clusters
  Score: Raw -1418482.380285 + Penalty 3076.798864 = -1415405.581421
  nChanged 9
		SP:Iteration 90Q (101586.110000 sec): 3 clusters
  Score: Raw -1418483.209721 + Penalty 3076.798864 = -1415406.410858
  nChanged 4
		SP:Iteration 91Q (101586.300000 sec): 3 clusters
  Score: Raw -1418483.578498 + Penalty 3076.798864 = -1415406.779634
  nChanged 9
		SP:Iteration 92Q (101586.520000 sec): 3 clusters
  Score: Raw -1418484.470526 + Penalty 3076.798864 = -1415407.671663
  nChanged 10
		SP:Iteration 93Q (101586.730000 sec): 3 clusters
  Score: Raw -1418485.350601 + Penalty 3076.798864 = -1415408.551737
  nChanged 5
		SP:Iteration 94Q (101586.950000 sec): 3 clusters
  Score: Raw -1418485.827300 + Penalty 3076.798864 = -1415409.028436
  nChanged 6
		SP:Iteration 95Q (101587.230000 sec): 3 clusters
  Score: Raw -1418486.280014 + Penalty 3076.798864 = -1415409.481150
  nChanged 6
		SP:Iteration 96Q (101587.480000 sec): 3 clusters
  Score: Raw -1418487.268691 + Penalty 3076.798864 = -1415410.469827
  nChanged 8
		SP:Iteration 97Q (101587.810000 sec): 3 clusters
  Score: Raw -1418488.096620 + Penalty 3076.798864 = -1415411.297757
  nChanged 5
		SP:Iteration 98Q (101588.120000 sec): 3 clusters
  Score: Raw -1418488.545418 + Penalty 3076.798864 = -1415411.746554
  nChanged 6
		SP:Iteration 99Q (101588.380000 sec): 3 clusters
  Score: Raw -1418489.129842 + Penalty 3076.798864 = -1415412.330979
  nChanged 8
		SP:Iteration 100F (101588.620000 sec): 3 clusters
  Score: Raw -1418489.978170 + Penalty 3076.798864 = -1415413.179306
  nChanged 6
		SP:Iteration 101Q (101588.870000 sec): 3 clusters
  Score: Raw -1418490.499418 + Penalty 3076.798864 = -1415413.700555
  nChanged 6
		SP:Iteration 102Q (101589.180000 sec): 3 clusters
  Score: Raw -1418491.139280 + Penalty 3076.798864 = -1415414.340416
  nChanged 9
		SP:Iteration 103Q (101589.400000 sec): 3 clusters
  Score: Raw -1418492.005855 + Penalty 3076.798864 = -1415415.206992
  nChanged 8
		SP:Iteration 104Q (101589.740000 sec): 3 clusters
  Score: Raw -1418492.561632 + Penalty 3076.798864 = -1415415.762768
  nChanged 5
		SP:Iteration 105Q (101590.060000 sec): 3 clusters
  Score: Raw -1418492.922630 + Penalty 3076.798864 = -1415416.123767
  nChanged 7
		SP:Iteration 106Q (101590.330000 sec): 3 clusters
  Score: Raw -1418493.714300 + Penalty 3076.798864 = -1415416.915437
  nChanged 9
		SP:Iteration 107Q (101590.590000 sec): 3 clusters
  Score: Raw -1418494.783242 + Penalty 3076.798864 = -1415417.984379
  nChanged 12
		SP:Iteration 108Q (101590.890000 sec): 3 clusters
  Score: Raw -1418496.267372 + Penalty 3076.798864 = -1415419.468508
  nChanged 15
		SP:Iteration 109Q (101591.140000 sec): 3 clusters
  Score: Raw -1418497.762208 + Penalty 3076.798864 = -1415420.963345
  nChanged 13
		SP:Iteration 110Q (101591.380000 sec): 3 clusters
  Score: Raw -1418499.891892 + Penalty 3076.798864 = -1415423.093028
  nChanged 10
		SP:Iteration 111Q (101591.640000 sec): 3 clusters
  Score: Raw -1418501.372480 + Penalty 3076.798864 = -1415424.573616
  nChanged 17
		SP:Iteration 112Q (101591.870000 sec): 3 clusters
  Score: Raw -1418503.719143 + Penalty 3076.798864 = -1415426.920280
  nChanged 19
		SP:Iteration 113Q (101592.140000 sec): 3 clusters
  Score: Raw -1418506.611446 + Penalty 3076.798864 = -1415429.812582
  nChanged 27
		SP:Iteration 114Q (101592.420000 sec): 3 clusters
  Score: Raw -1418510.689437 + Penalty 3076.798864 = -1415433.890573
  nChanged 29
		SP:Iteration 115Q (101592.680000 sec): 3 clusters
  Score: Raw -1418514.246078 + Penalty 3076.798864 = -1415437.447215
  nChanged 24
		SP:Iteration 116Q (101592.910000 sec): 3 clusters
  Score: Raw -1418517.915231 + Penalty 3076.798864 = -1415441.116368
  nChanged 30
		SP:Iteration 117Q (101593.120000 sec): 3 clusters
  Score: Raw -1418521.516442 + Penalty 3076.798864 = -1415444.717578
  nChanged 29
		SP:Iteration 118Q (101593.360000 sec): 3 clusters
  Score: Raw -1418526.998741 + Penalty 3076.798864 = -1415450.199878
  nChanged 36
		SP:Iteration 119Q (101593.620000 sec): 3 clusters
  Score: Raw -1418532.524573 + Penalty 3076.798864 = -1415455.725710
  nChanged 37
		SP:Iteration 120F (101593.840000 sec): 3 clusters
  Score: Raw -1418537.685806 + Penalty 3076.798864 = -1415460.886942
  nChanged 38
		SP:Iteration 121Q (101594.090000 sec): 3 clusters
  Score: Raw -1418542.448019 + Penalty 3076.798864 = -1415465.649156
  nChanged 30
		SP:Iteration 122Q (101594.400000 sec): 3 clusters
  Score: Raw -1418546.865889 + Penalty 3076.798864 = -1415470.067026
  nChanged 33
		SP:Iteration 123Q (101594.690000 sec): 3 clusters
  Score: Raw -1418552.045105 + Penalty 3076.798864 = -1415475.246242
  nChanged 31
		SP:Iteration 124Q (101594.940000 sec): 3 clusters
  Score: Raw -1418557.683995 + Penalty 3076.798864 = -1415480.885131
  nChanged 41
		SP:Iteration 125Q (101595.200000 sec): 3 clusters
  Score: Raw -1418564.260974 + Penalty 3076.798864 = -1415487.462110
  nChanged 39
		SP:Iteration 126Q (101595.440000 sec): 3 clusters
  Score: Raw -1418570.837752 + Penalty 3076.798864 = -1415494.038888
  nChanged 37
		SP:Iteration 127Q (101595.690000 sec): 3 clusters
  Score: Raw -1418577.519025 + Penalty 3076.798864 = -1415500.720162
  nChanged 38
		SP:Iteration 128Q (101595.920000 sec): 3 clusters
  Score: Raw -1418584.249361 + Penalty 3076.798864 = -1415507.450497
  nChanged 37
		SP:Iteration 129Q (101596.160000 sec): 3 clusters
  Score: Raw -1418591.734036 + Penalty 3076.798864 = -1415514.935172
  nChanged 42
		SP:Iteration 130Q (101596.420000 sec): 3 clusters
  Score: Raw -1418599.596548 + Penalty 3076.798864 = -1415522.797684
  nChanged 42
		SP:Iteration 131Q (101596.650000 sec): 3 clusters
  Score: Raw -1418608.098902 + Penalty 3076.798864 = -1415531.300038
  nChanged 44
		SP:Iteration 132Q (101596.910000 sec): 3 clusters
  Score: Raw -1418616.980570 + Penalty 3076.798864 = -1415540.181706
  nChanged 37
		SP:Iteration 133Q (101597.180000 sec): 3 clusters
  Score: Raw -1418623.976725 + Penalty 3076.798864 = -1415547.177862
  nChanged 41
		SP:Iteration 134Q (101597.440000 sec): 3 clusters
  Score: Raw -1418634.382737 + Penalty 3076.798864 = -1415557.583874
  nChanged 46
		SP:Iteration 135Q (101597.790000 sec): 3 clusters
  Score: Raw -1418641.492671 + Penalty 3076.798864 = -1415564.693807
  nChanged 45
		SP:Iteration 136Q (101598.010000 sec): 3 clusters
  Score: Raw -1418649.712151 + Penalty 3076.798864 = -1415572.913287
  nChanged 45
		SP:Iteration 137Q (101598.260000 sec): 3 clusters
  Score: Raw -1418658.759036 + Penalty 3076.798864 = -1415581.960173
  nChanged 49
		SP:Iteration 138Q (101598.490000 sec): 3 clusters
  Score: Raw -1418669.287969 + Penalty 3076.798864 = -1415592.489106
  nChanged 51
		SP:Iteration 139Q (101598.740000 sec): 3 clusters
  Score: Raw -1418679.423606 + Penalty 3076.798864 = -1415602.624742
  nChanged 48
		SP:Iteration 140F (101599.020000 sec): 3 clusters
  Score: Raw -1418689.199748 + Penalty 3076.798864 = -1415612.400884
  nChanged 49
		SP:Iteration 141Q (101599.240000 sec): 3 clusters
  Score: Raw -1418700.171210 + Penalty 3076.798864 = -1415623.372347
  nChanged 45
		SP:Iteration 142Q (101599.480000 sec): 3 clusters
  Score: Raw -1418709.978412 + Penalty 3076.798864 = -1415633.179548
  nChanged 48
		SP:Iteration 143Q (101599.740000 sec): 3 clusters
  Score: Raw -1418720.909196 + Penalty 3076.798864 = -1415644.110332
  nChanged 54
		SP:Iteration 144Q (101600.040000 sec): 3 clusters
  Score: Raw -1418732.112311 + Penalty 3076.798864 = -1415655.313447
  nChanged 57
		SP:Iteration 145Q (101600.330000 sec): 3 clusters
  Score: Raw -1418744.040674 + Penalty 3076.798864 = -1415667.241811
  nChanged 50
		SP:Iteration 146Q (101600.680000 sec): 3 clusters
  Score: Raw -1418755.317237 + Penalty 3076.798864 = -1415678.518374
  nChanged 52
		SP:Iteration 147Q (101600.900000 sec): 3 clusters
  Score: Raw -1418771.179137 + Penalty 3076.798864 = -1415694.380273
  nChanged 63
		SP:Iteration 148Q (101601.150000 sec): 3 clusters
  Score: Raw -1418790.132032 + Penalty 3076.798864 = -1415713.333168
  nChanged 71
		SP:Iteration 149Q (101601.430000 sec): 3 clusters
  Score: Raw -1418809.175652 + Penalty 3076.798864 = -1415732.376788
  nChanged 67
		SP:Iteration 150Q (101601.690000 sec): 3 clusters
  Score: Raw -1418826.766664 + Penalty 3076.798864 = -1415749.967800
  nChanged 67
		SP:Iteration 151Q (101601.930000 sec): 3 clusters
  Score: Raw -1418845.729411 + Penalty 3076.798864 = -1415768.930547
  nChanged 66
		SP:Iteration 152Q (101602.170000 sec): 3 clusters
  Score: Raw -1418867.820503 + Penalty 3076.798864 = -1415791.021640
  nChanged 70
		SP:Iteration 153Q (101602.420000 sec): 3 clusters
  Score: Raw -1418889.286607 + Penalty 3076.798864 = -1415812.487744
  nChanged 55
		SP:Iteration 154Q (101602.690000 sec): 3 clusters
  Score: Raw -1418905.318397 + Penalty 3076.798864 = -1415828.519533
  nChanged 58
		SP:Iteration 155Q (101602.870000 sec): 3 clusters
  Score: Raw -1418921.665487 + Penalty 3076.798864 = -1415844.866624
  nChanged 58
		SP:Iteration 156Q (101603.120000 sec): 3 clusters
  Score: Raw -1418938.853676 + Penalty 3076.798864 = -1415862.054812
  nChanged 56
		SP:Iteration 157Q (101603.320000 sec): 3 clusters
  Score: Raw -1418955.172186 + Penalty 3076.798864 = -1415878.373323
  nChanged 44
		SP:Iteration 158Q (101603.550000 sec): 3 clusters
  Score: Raw -1418968.241115 + Penalty 3076.798864 = -1415891.442252
  nChanged 51
		SP:Iteration 159Q (101603.810000 sec): 3 clusters
  Score: Raw -1418979.966386 + Penalty 3076.798864 = -1415903.167523
  nChanged 40
		SP:Iteration 160F (101604.050000 sec): 3 clusters
  Score: Raw -1418988.955108 + Penalty 3076.798864 = -1415912.156244
  nChanged 38
		SP:Iteration 161Q (101604.270000 sec): 3 clusters
  Score: Raw -1418997.829112 + Penalty 3076.798864 = -1415921.030249
  nChanged 31
		SP:Iteration 162Q (101604.520000 sec): 3 clusters
  Score: Raw -1419004.809885 + Penalty 3076.798864 = -1415928.011022
  nChanged 31
		SP:Iteration 163Q (101604.770000 sec): 3 clusters
  Score: Raw -1419013.640858 + Penalty 3076.798864 = -1415936.841994
  nChanged 23
		SP:Iteration 164Q (101605.090000 sec): 3 clusters
  Score: Raw -1419017.883923 + Penalty 3076.798864 = -1415941.085059
  nChanged 22
		SP:Iteration 165Q (101605.280000 sec): 3 clusters
  Score: Raw -1419022.759569 + Penalty 3076.798864 = -1415945.960705
  nChanged 17
		SP:Iteration 166Q (101605.540000 sec): 3 clusters
  Score: Raw -1419026.021537 + Penalty 3076.798864 = -1415949.222673
  nChanged 16
		SP:Iteration 167Q (101605.810000 sec): 3 clusters
  Score: Raw -1419030.508640 + Penalty 3076.798864 = -1415953.709777
  nChanged 18
		SP:Iteration 168Q (101606.050000 sec): 3 clusters
  Score: Raw -1419034.703485 + Penalty 3076.798864 = -1415957.904621
  nChanged 18
		SP:Iteration 169Q (101606.300000 sec): 3 clusters
  Score: Raw -1419038.170142 + Penalty 3076.798864 = -1415961.371279
  nChanged 15
		SP:Iteration 170Q (101606.580000 sec): 3 clusters
  Score: Raw -1419041.855799 + Penalty 3076.798864 = -1415965.056936
  nChanged 9
		SP:Iteration 171Q (101606.850000 sec): 3 clusters
  Score: Raw -1419043.771746 + Penalty 3076.798864 = -1415966.972882
  nChanged 10
		SP:Iteration 172Q (101607.130000 sec): 3 clusters
  Score: Raw -1419046.321855 + Penalty 3076.798864 = -1415969.522991
  nChanged 14
		SP:Iteration 173Q (101607.390000 sec): 3 clusters
  Score: Raw -1419049.112334 + Penalty 3076.798864 = -1415972.313470
  nChanged 7
		SP:Iteration 174Q (101607.630000 sec): 3 clusters
  Score: Raw -1419050.417390 + Penalty 3076.798864 = -1415973.618526
  nChanged 7
		SP:Iteration 175Q (101607.830000 sec): 3 clusters
  Score: Raw -1419051.552955 + Penalty 3076.798864 = -1415974.754092
  nChanged 7
		SP:Iteration 176Q (101608.080000 sec): 3 clusters
  Score: Raw -1419053.213345 + Penalty 3076.798864 = -1415976.414481
  nChanged 11
		SP:Iteration 177Q (101608.330000 sec): 3 clusters
  Score: Raw -1419054.855539 + Penalty 3076.798864 = -1415978.056675
  nChanged 10
		SP:Iteration 178Q (101608.570000 sec): 3 clusters
  Score: Raw -1419056.320689 + Penalty 3076.798864 = -1415979.521825
  nChanged 8
		SP:Iteration 179Q (101608.850000 sec): 3 clusters
  Score: Raw -1419057.785140 + Penalty 3076.798864 = -1415980.986277
  nChanged 7
		SP:Iteration 180F (101609.070000 sec): 3 clusters
  Score: Raw -1419058.936170 + Penalty 3076.798864 = -1415982.137307
  nChanged 5
		SP:Iteration 181Q (101609.350000 sec): 3 clusters
  Score: Raw -1419059.734282 + Penalty 3076.798864 = -1415982.935419
  nChanged 7
		SP:Iteration 182Q (101609.630000 sec): 3 clusters
  Score: Raw -1419060.922027 + Penalty 3076.798864 = -1415984.123164
  nChanged 4
		SP:Iteration 183Q (101609.840000 sec): 3 clusters
  Score: Raw -1419061.368537 + Penalty 3076.798864 = -1415984.569673
  nChanged 3
		SP:Iteration 184Q (101610.070000 sec): 3 clusters
  Score: Raw -1419062.160191 + Penalty 3076.798864 = -1415985.361328
  nChanged 2
		SP:Iteration 185Q (101610.290000 sec): 3 clusters
  Score: Raw -1419062.587821 + Penalty 3076.798864 = -1415985.788957
  nChanged 4
		SP:Iteration 186Q (101610.510000 sec): 3 clusters
  Score: Raw -1419063.238394 + Penalty 3076.798864 = -1415986.439530
  nChanged 3
		SP:Iteration 187Q (101610.830000 sec): 3 clusters
  Score: Raw -1419063.740351 + Penalty 3076.798864 = -1415986.941488
  nChanged 5
		SP:Iteration 188Q (101611.050000 sec): 3 clusters
  Score: Raw -1419064.434782 + Penalty 3076.798864 = -1415987.635919
  nChanged 5
		SP:Iteration 189Q (101611.310000 sec): 3 clusters
  Score: Raw -1419065.378077 + Penalty 3076.798864 = -1415988.579213
  nChanged 7
		SP:Iteration 190Q (101611.550000 sec): 3 clusters
  Score: Raw -1419067.297805 + Penalty 3076.798864 = -1415990.498941
  nChanged 10
		SP:Iteration 191Q (101611.760000 sec): 3 clusters
  Score: Raw -1419069.717424 + Penalty 3076.798864 = -1415992.918561
  nChanged 10
		SP:Iteration 192Q (101612.050000 sec): 3 clusters
  Score: Raw -1419071.688042 + Penalty 3076.798864 = -1415994.889178
  nChanged 7
		SP:Iteration 193Q (101612.320000 sec): 3 clusters
  Score: Raw -1419073.205699 + Penalty 3076.798864 = -1415996.406835
  nChanged 5
		SP:Iteration 194Q (101612.590000 sec): 3 clusters
  Score: Raw -1419073.921822 + Penalty 3076.798864 = -1415997.122958
  nChanged 6
		SP:Iteration 195Q (101612.870000 sec): 3 clusters
  Score: Raw -1419075.046194 + Penalty 3076.798864 = -1415998.247330
  nChanged 5
		SP:Iteration 196Q (101613.100000 sec): 3 clusters
  Score: Raw -1419075.820934 + Penalty 3076.798864 = -1415999.022070
  nChanged 3
		SP:Iteration 197Q (101613.370000 sec): 3 clusters
  Score: Raw -1419076.693391 + Penalty 3076.798864 = -1415999.894528
  nChanged 6
		SP:Iteration 198Q (101613.650000 sec): 3 clusters
  Score: Raw -1419077.820363 + Penalty 3076.798864 = -1416001.021500
  nChanged 6
		SP:Iteration 199Q (101613.890000 sec): 3 clusters
  Score: Raw -1419078.714688 + Penalty 3076.798864 = -1416001.915825
  nChanged 4
		SP:Iteration 200F (101614.130000 sec): 3 clusters
  Score: Raw -1419079.257859 + Penalty 3076.798864 = -1416002.458996
  nChanged 1
		SP:Iteration 201Q (101614.380000 sec): 3 clusters
  Score: Raw -1419079.369243 + Penalty 3076.798864 = -1416002.570379
  nChanged 2
		SP:Iteration 202Q (101614.640000 sec): 3 clusters
  Score: Raw -1419079.697342 + Penalty 3076.798864 = -1416002.898478
  nChanged 0
		SP:Iteration 203F (101614.890000 sec): 3 clusters
  Score: Raw -1419079.697342 + Penalty 3076.798864 = -1416002.898478
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (48324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101615.210000 sec): 2 clusters
  Score: Raw -5314214.746858 + Penalty 1752.673587 = -5312462.073271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101615.640000 sec): 3 clusters
  Score: Raw -5283782.254350 + Penalty 3505.347173 = -5280276.907176
  nChanged 22605
		SP:Iteration 1F (101616.090000 sec): 3 clusters
  Score: Raw -5296913.304077 + Penalty 3505.347173 = -5293407.956904
  nChanged 2231
		SP:Iteration 2Q (101616.530000 sec): 3 clusters
  Score: Raw -5297830.144125 + Penalty 3505.347173 = -5294324.796951
  nChanged 2451
		SP:Iteration 3F (101616.970000 sec): 3 clusters
  Score: Raw -5298992.568778 + Penalty 3505.347173 = -5295487.221605
  nChanged 2706
		SP:Iteration 4F (101617.390000 sec): 3 clusters
  Score: Raw -5300476.247213 + Penalty 3505.347173 = -5296970.900039
  nChanged 2931
		SP:Iteration 5F (101617.850000 sec): 3 clusters
  Score: Raw -5302132.229648 + Penalty 3505.347173 = -5298626.882475
  nChanged 2890
		SP:Iteration 6F (101618.280000 sec): 3 clusters
  Score: Raw -5303796.263594 + Penalty 3505.347173 = -5300290.916421
  nChanged 2779
		SP:Iteration 7F (101618.760000 sec): 3 clusters
  Score: Raw -5305561.850393 + Penalty 3505.347173 = -5302056.503220
  nChanged 2528
		SP:Iteration 8F (101619.190000 sec): 3 clusters
  Score: Raw -5307286.344349 + Penalty 3505.347173 = -5303780.997176
  nChanged 2210
		SP:Iteration 9Q (101619.590000 sec): 3 clusters
  Score: Raw -5308708.157541 + Penalty 3505.347173 = -5305202.810368
  nChanged 1631
		SP:Iteration 10Q (101620.020000 sec): 3 clusters
  Score: Raw -5309520.508176 + Penalty 3505.347173 = -5306015.161003
  nChanged 1134
		SP:Iteration 11Q (101620.420000 sec): 3 clusters
  Score: Raw -5309962.263582 + Penalty 3505.347173 = -5306456.916409
  nChanged 868
		SP:Iteration 12Q (101620.910000 sec): 3 clusters
  Score: Raw -5310247.166238 + Penalty 3505.347173 = -5306741.819064
  nChanged 677
		SP:Iteration 13Q (101621.380000 sec): 3 clusters
  Score: Raw -5310451.470570 + Penalty 3505.347173 = -5306946.123397
  nChanged 641
		SP:Iteration 14Q (101621.850000 sec): 3 clusters
  Score: Raw -5310647.463013 + Penalty 3505.347173 = -5307142.115840
  nChanged 648
		SP:Iteration 15Q (101622.330000 sec): 3 clusters
  Score: Raw -5310841.115264 + Penalty 3505.347173 = -5307335.768091
  nChanged 662
		SP:Iteration 16Q (101622.820000 sec): 3 clusters
  Score: Raw -5311048.932539 + Penalty 3505.347173 = -5307543.585366
  nChanged 678
		SP:Iteration 17Q (101623.280000 sec): 3 clusters
  Score: Raw -5311281.132130 + Penalty 3505.347173 = -5307775.784957
  nChanged 642
		SP:Iteration 18Q (101623.760000 sec): 3 clusters
  Score: Raw -5311502.772215 + Penalty 3505.347173 = -5307997.425042
  nChanged 644
		SP:Iteration 19Q (101624.210000 sec): 3 clusters
  Score: Raw -5311729.360919 + Penalty 3505.347173 = -5308224.013745
  nChanged 609
		SP:Iteration 20F (101624.700000 sec): 3 clusters
  Score: Raw -5311949.442154 + Penalty 3505.347173 = -5308444.094981
  nChanged 590
		SP:Iteration 21Q (101625.260000 sec): 3 clusters
  Score: Raw -5312159.542396 + Penalty 3505.347173 = -5308654.195222
  nChanged 568
		SP:Iteration 22Q (101625.690000 sec): 3 clusters
  Score: Raw -5312376.701972 + Penalty 3505.347173 = -5308871.354798
  nChanged 529
		SP:Iteration 23Q (101626.180000 sec): 3 clusters
  Score: Raw -5312574.498661 + Penalty 3505.347173 = -5309069.151488
  nChanged 500
		SP:Iteration 24Q (101626.610000 sec): 3 clusters
  Score: Raw -5312761.809015 + Penalty 3505.347173 = -5309256.461842
  nChanged 471
		SP:Iteration 25Q (101627.000000 sec): 3 clusters
  Score: Raw -5312930.804359 + Penalty 3505.347173 = -5309425.457186
  nChanged 465
		SP:Iteration 26Q (101627.420000 sec): 3 clusters
  Score: Raw -5313102.962739 + Penalty 3505.347173 = -5309597.615565
  nChanged 456
		SP:Iteration 27Q (101627.800000 sec): 3 clusters
  Score: Raw -5313271.925973 + Penalty 3505.347173 = -5309766.578799
  nChanged 401
		SP:Iteration 28Q (101628.290000 sec): 3 clusters
  Score: Raw -5313415.395526 + Penalty 3505.347173 = -5309910.048353
  nChanged 369
		SP:Iteration 29Q (101628.720000 sec): 3 clusters
  Score: Raw -5313546.091861 + Penalty 3505.347173 = -5310040.744688
  nChanged 362
		SP:Iteration 30Q (101629.100000 sec): 3 clusters
  Score: Raw -5313684.473454 + Penalty 3505.347173 = -5310179.126281
  nChanged 349
		SP:Iteration 31Q (101629.500000 sec): 3 clusters
  Score: Raw -5313822.456405 + Penalty 3505.347173 = -5310317.109232
  nChanged 311
		SP:Iteration 32Q (101629.940000 sec): 3 clusters
  Score: Raw -5313949.451936 + Penalty 3505.347173 = -5310444.104762
  nChanged 295
		SP:Iteration 33Q (101630.380000 sec): 3 clusters
  Score: Raw -5314058.802674 + Penalty 3505.347173 = -5310553.455501
  nChanged 261
		SP:Iteration 34Q (101630.840000 sec): 3 clusters
  Score: Raw -5314153.859321 + Penalty 3505.347173 = -5310648.512148
  nChanged 213
		SP:Iteration 35Q (101631.260000 sec): 3 clusters
  Score: Raw -5314229.225109 + Penalty 3505.347173 = -5310723.877936
  nChanged 186
		SP:Iteration 36Q (101631.660000 sec): 3 clusters
  Score: Raw -5314293.191590 + Penalty 3505.347173 = -5310787.844417
  nChanged 176
		SP:Iteration 37Q (101632.100000 sec): 3 clusters
  Score: Raw -5314358.093941 + Penalty 3505.347173 = -5310852.746768
  nChanged 154
		SP:Iteration 38Q (101632.480000 sec): 3 clusters
  Score: Raw -5314414.109335 + Penalty 3505.347173 = -5310908.762162
  nChanged 131
		SP:Iteration 39Q (101632.910000 sec): 3 clusters
  Score: Raw -5314458.514707 + Penalty 3505.347173 = -5310953.167534
  nChanged 117
		SP:Iteration 40F (101633.370000 sec): 3 clusters
  Score: Raw -5314496.388117 + Penalty 3505.347173 = -5310991.040944
  nChanged 105
		SP:Iteration 41Q (101633.780000 sec): 3 clusters
  Score: Raw -5314531.030403 + Penalty 3505.347173 = -5311025.683229
  nChanged 95
		SP:Iteration 42Q (101634.200000 sec): 3 clusters
  Score: Raw -5314565.502337 + Penalty 3505.347173 = -5311060.155163
  nChanged 86
		SP:Iteration 43Q (101634.620000 sec): 3 clusters
  Score: Raw -5314595.504591 + Penalty 3505.347173 = -5311090.157418
  nChanged 85
		SP:Iteration 44Q (101635.000000 sec): 3 clusters
  Score: Raw -5314629.353947 + Penalty 3505.347173 = -5311124.006774
  nChanged 81
		SP:Iteration 45Q (101635.460000 sec): 3 clusters
  Score: Raw -5314659.607375 + Penalty 3505.347173 = -5311154.260202
  nChanged 57
		SP:Iteration 46Q (101635.890000 sec): 3 clusters
  Score: Raw -5314678.335360 + Penalty 3505.347173 = -5311172.988186
  nChanged 42
		SP:Iteration 47Q (101636.320000 sec): 3 clusters
  Score: Raw -5314691.528697 + Penalty 3505.347173 = -5311186.181524
  nChanged 39
		SP:Iteration 48Q (101636.770000 sec): 3 clusters
  Score: Raw -5314704.311477 + Penalty 3505.347173 = -5311198.964303
  nChanged 40
		SP:Iteration 49Q (101637.170000 sec): 3 clusters
  Score: Raw -5314719.167249 + Penalty 3505.347173 = -5311213.820076
  nChanged 44
		SP:Iteration 50Q (101637.570000 sec): 3 clusters
  Score: Raw -5314734.057645 + Penalty 3505.347173 = -5311228.710472
  nChanged 30
		SP:Iteration 51Q (101637.990000 sec): 3 clusters
  Score: Raw -5314742.404831 + Penalty 3505.347173 = -5311237.057658
  nChanged 20
		SP:Iteration 52Q (101638.430000 sec): 3 clusters
  Score: Raw -5314747.471351 + Penalty 3505.347173 = -5311242.124177
  nChanged 17
		SP:Iteration 53Q (101638.780000 sec): 3 clusters
  Score: Raw -5314752.219823 + Penalty 3505.347173 = -5311246.872649
  nChanged 17
		SP:Iteration 54Q (101639.150000 sec): 3 clusters
  Score: Raw -5314757.539954 + Penalty 3505.347173 = -5311252.192780
  nChanged 24
		SP:Iteration 55Q (101639.550000 sec): 3 clusters
  Score: Raw -5314765.469149 + Penalty 3505.347173 = -5311260.121976
  nChanged 22
		SP:Iteration 56Q (101639.910000 sec): 3 clusters
  Score: Raw -5314772.226596 + Penalty 3505.347173 = -5311266.879423
  nChanged 23
		SP:Iteration 57Q (101640.310000 sec): 3 clusters
  Score: Raw -5314779.560618 + Penalty 3505.347173 = -5311274.213445
  nChanged 20
		SP:Iteration 58Q (101640.700000 sec): 3 clusters
  Score: Raw -5314785.055602 + Penalty 3505.347173 = -5311279.708429
  nChanged 13
		SP:Iteration 59Q (101641.120000 sec): 3 clusters
  Score: Raw -5314788.842449 + Penalty 3505.347173 = -5311283.495276
  nChanged 13
		SP:Iteration 60F (101641.580000 sec): 3 clusters
  Score: Raw -5314791.721360 + Penalty 3505.347173 = -5311286.374186
  nChanged 4
		SP:Iteration 61Q (101641.960000 sec): 3 clusters
  Score: Raw -5314792.516422 + Penalty 3505.347173 = -5311287.169248
  nChanged 2
		SP:Iteration 62Q (101642.390000 sec): 3 clusters
  Score: Raw -5314792.884003 + Penalty 3505.347173 = -5311287.536830
  nChanged 0
		SP:Iteration 63F (101642.840000 sec): 3 clusters
  Score: Raw -5314792.884003 + Penalty 3505.347173 = -5311287.536830
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101643.740000 sec): 2 clusters
  Score: Raw -20018703.441017 + Penalty 1964.845577 = -20016738.595439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101644.810000 sec): 3 clusters
  Score: Raw -19901016.552240 + Penalty 3929.691155 = -19897086.861086
  nChanged 86068
		SP:Iteration 1F (101645.970000 sec): 3 clusters
  Score: Raw -19952445.940452 + Penalty 3929.691155 = -19948516.249297
  nChanged 6580
		SP:Iteration 2Q (101647.160000 sec): 3 clusters
  Score: Raw -19954616.626458 + Penalty 3929.691155 = -19950686.935303
  nChanged 7510
		SP:Iteration 3Q (101648.520000 sec): 3 clusters
  Score: Raw -19957595.237298 + Penalty 3929.691155 = -19953665.546144
  nChanged 8845
		SP:Iteration 4Q (101649.640000 sec): 3 clusters
  Score: Raw -19961676.817396 + Penalty 3929.691155 = -19957747.126241
  nChanged 9899
		SP:Iteration 5F (101650.720000 sec): 3 clusters
  Score: Raw -19966959.382388 + Penalty 3929.691155 = -19963029.691233
  nChanged 10513
		SP:Iteration 6F (101651.770000 sec): 3 clusters
  Score: Raw -19973187.632403 + Penalty 3929.691155 = -19969257.941248
  nChanged 10300
		SP:Iteration 7F (101652.840000 sec): 3 clusters
  Score: Raw -19979553.187418 + Penalty 3929.691155 = -19975623.496263
  nChanged 9355
		SP:Iteration 8F (101654.020000 sec): 3 clusters
  Score: Raw -19985248.041054 + Penalty 3929.691155 = -19981318.349899
  nChanged 7760
		SP:Iteration 9Q (101655.230000 sec): 3 clusters
  Score: Raw -19989636.371557 + Penalty 3929.691155 = -19985706.680402
  nChanged 6133
		SP:Iteration 10Q (101656.450000 sec): 3 clusters
  Score: Raw -19992574.582723 + Penalty 3929.691155 = -19988644.891568
  nChanged 4683
		SP:Iteration 11Q (101657.610000 sec): 3 clusters
  Score: Raw -19994412.823032 + Penalty 3929.691155 = -19990483.131878
  nChanged 3843
		SP:Iteration 12Q (101658.800000 sec): 3 clusters
  Score: Raw -19995767.708514 + Penalty 3929.691155 = -19991838.017359
  nChanged 3571
		SP:Iteration 13Q (101659.870000 sec): 3 clusters
  Score: Raw -19997033.418921 + Penalty 3929.691155 = -19993103.727766
  nChanged 3634
		SP:Iteration 14Q (101661.080000 sec): 3 clusters
  Score: Raw -19998386.283895 + Penalty 3929.691155 = -19994456.592740
  nChanged 3751
		SP:Iteration 15Q (101662.280000 sec): 3 clusters
  Score: Raw -19999870.312832 + Penalty 3929.691155 = -19995940.621677
  nChanged 3852
		SP:Iteration 16Q (101663.490000 sec): 3 clusters
  Score: Raw -20001472.621525 + Penalty 3929.691155 = -19997542.930370
  nChanged 3875
		SP:Iteration 17Q (101664.640000 sec): 3 clusters
  Score: Raw -20003138.928584 + Penalty 3929.691155 = -19999209.237429
  nChanged 3761
		SP:Iteration 18Q (101665.740000 sec): 3 clusters
  Score: Raw -20004847.941199 + Penalty 3929.691155 = -20000918.250044
  nChanged 3693
		SP:Iteration 19Q (101666.880000 sec): 3 clusters
  Score: Raw -20006616.860055 + Penalty 3929.691155 = -20002687.168900
  nChanged 3477
		SP:Iteration 20F (101668.060000 sec): 3 clusters
  Score: Raw -20008351.770761 + Penalty 3929.691155 = -20004422.079606
  nChanged 3245
		SP:Iteration 21Q (101669.180000 sec): 3 clusters
  Score: Raw -20010055.983916 + Penalty 3929.691155 = -20006126.292761
  nChanged 2985
		SP:Iteration 22Q (101670.340000 sec): 3 clusters
  Score: Raw -20011700.638866 + Penalty 3929.691155 = -20007770.947711
  nChanged 2630
		SP:Iteration 23Q (101671.510000 sec): 3 clusters
  Score: Raw -20013174.730226 + Penalty 3929.691155 = -20009245.039071
  nChanged 2290
		SP:Iteration 24Q (101672.630000 sec): 3 clusters
  Score: Raw -20014475.415125 + Penalty 3929.691155 = -20010545.723970
  nChanged 1939
		SP:Iteration 25Q (101673.740000 sec): 3 clusters
  Score: Raw -20015626.332211 + Penalty 3929.691155 = -20011696.641056
  nChanged 1638
		SP:Iteration 26Q (101674.800000 sec): 3 clusters
  Score: Raw -20016644.756075 + Penalty 3929.691155 = -20012715.064920
  nChanged 1273
		SP:Iteration 27Q (101676.010000 sec): 3 clusters
  Score: Raw -20017432.154458 + Penalty 3929.691155 = -20013502.463303
  nChanged 1053
		SP:Iteration 28Q (101677.230000 sec): 3 clusters
  Score: Raw -20018136.112910 + Penalty 3929.691155 = -20014206.421755
  nChanged 846
		SP:Iteration 29Q (101678.450000 sec): 3 clusters
  Score: Raw -20018721.061344 + Penalty 3929.691155 = -20014791.370189
  nChanged 657
		SP:Iteration 30Q (101679.560000 sec): 3 clusters
  Score: Raw -20019163.138433 + Penalty 3929.691155 = -20015233.447278
  nChanged 514
		SP:Iteration 31Q (101680.710000 sec): 3 clusters
  Score: Raw -20019453.331927 + Penalty 3929.691155 = -20015523.640772
  nChanged 372
		SP:Iteration 32Q (101681.900000 sec): 3 clusters
  Score: Raw -20019628.896425 + Penalty 3929.691155 = -20015699.205270
  nChanged 308
		SP:Iteration 33Q (101682.980000 sec): 3 clusters
  Score: Raw -20019737.573038 + Penalty 3929.691155 = -20015807.881883
  nChanged 227
		SP:Iteration 34Q (101683.830000 sec): 3 clusters
  Score: Raw -20019810.104570 + Penalty 3929.691155 = -20015880.413415
  nChanged 187
		SP:Iteration 35Q (101684.880000 sec): 3 clusters
  Score: Raw -20019866.807872 + Penalty 3929.691155 = -20015937.116717
  nChanged 166
		SP:Iteration 36Q (101685.820000 sec): 3 clusters
  Score: Raw -20019910.532637 + Penalty 3929.691155 = -20015980.841482
  nChanged 120
		SP:Iteration 37Q (101686.700000 sec): 3 clusters
  Score: Raw -20019935.338838 + Penalty 3929.691155 = -20016005.647683
  nChanged 95
		SP:Iteration 38Q (101687.620000 sec): 3 clusters
  Score: Raw -20019955.263525 + Penalty 3929.691155 = -20016025.572370
  nChanged 77
		SP:Iteration 39Q (101688.540000 sec): 3 clusters
  Score: Raw -20019970.271027 + Penalty 3929.691155 = -20016040.579872
  nChanged 62
		SP:Iteration 40F (101689.480000 sec): 3 clusters
  Score: Raw -20019980.166365 + Penalty 3929.691155 = -20016050.475210
  nChanged 53
		SP:Iteration 41Q (101690.550000 sec): 3 clusters
  Score: Raw -20019988.577382 + Penalty 3929.691155 = -20016058.886227
  nChanged 59
		SP:Iteration 42Q (101691.480000 sec): 3 clusters
  Score: Raw -20019998.173314 + Penalty 3929.691155 = -20016068.482160
  nChanged 63
		SP:Iteration 43Q (101692.480000 sec): 3 clusters
  Score: Raw -20020008.349809 + Penalty 3929.691155 = -20016078.658654
  nChanged 45
		SP:Iteration 44Q (101693.560000 sec): 3 clusters
  Score: Raw -20020014.773550 + Penalty 3929.691155 = -20016085.082395
  nChanged 35
		SP:Iteration 45Q (101694.580000 sec): 3 clusters
  Score: Raw -20020019.471825 + Penalty 3929.691155 = -20016089.780670
  nChanged 30
		SP:Iteration 46Q (101695.680000 sec): 3 clusters
  Score: Raw -20020023.094350 + Penalty 3929.691155 = -20016093.403195
  nChanged 18
		SP:Iteration 47Q (101696.860000 sec): 3 clusters
  Score: Raw -20020025.156734 + Penalty 3929.691155 = -20016095.465579
  nChanged 11
		SP:Iteration 48Q (101697.900000 sec): 3 clusters
  Score: Raw -20020026.275478 + Penalty 3929.691155 = -20016096.584323
  nChanged 11
		SP:Iteration 49Q (101699.060000 sec): 3 clusters
  Score: Raw -20020027.167157 + Penalty 3929.691155 = -20016097.476002
  nChanged 8
		SP:Iteration 50Q (101700.350000 sec): 3 clusters
  Score: Raw -20020027.960687 + Penalty 3929.691155 = -20016098.269533
  nChanged 6
		SP:Iteration 51Q (101701.370000 sec): 3 clusters
  Score: Raw -20020028.555393 + Penalty 3929.691155 = -20016098.864238
  nChanged 8
		SP:Iteration 52Q (101702.360000 sec): 3 clusters
  Score: Raw -20020029.380189 + Penalty 3929.691155 = -20016099.689034
  nChanged 12
		SP:Iteration 53Q (101703.360000 sec): 3 clusters
  Score: Raw -20020030.856705 + Penalty 3929.691155 = -20016101.165550
  nChanged 10
		SP:Iteration 54Q (101704.350000 sec): 3 clusters
  Score: Raw -20020031.988191 + Penalty 3929.691155 = -20016102.297036
  nChanged 9
		SP:Iteration 55Q (101705.400000 sec): 3 clusters
  Score: Raw -20020032.914695 + Penalty 3929.691155 = -20016103.223540
  nChanged 4
		SP:Iteration 56Q (101706.410000 sec): 3 clusters
  Score: Raw -20020033.513814 + Penalty 3929.691155 = -20016103.822660
  nChanged 8
		SP:Iteration 57Q (101707.390000 sec): 3 clusters
  Score: Raw -20020034.311948 + Penalty 3929.691155 = -20016104.620793
  nChanged 9
		SP:Iteration 58Q (101708.490000 sec): 3 clusters
  Score: Raw -20020034.996953 + Penalty 3929.691155 = -20016105.305798
  nChanged 5
		SP:Iteration 59Q (101709.480000 sec): 3 clusters
  Score: Raw -20020035.652162 + Penalty 3929.691155 = -20016105.961007
  nChanged 9
		SP:Iteration 60F (101710.560000 sec): 3 clusters
  Score: Raw -20020036.819868 + Penalty 3929.691155 = -20016107.128713
  nChanged 8
		SP:Iteration 61Q (101711.210000 sec): 3 clusters
  Score: Raw -20020038.059090 + Penalty 3929.691155 = -20016108.367936
  nChanged 13
		SP:Iteration 62Q (101712.020000 sec): 3 clusters
  Score: Raw -20020039.584407 + Penalty 3929.691155 = -20016109.893253
  nChanged 10
		SP:Iteration 63Q (101712.800000 sec): 3 clusters
  Score: Raw -20020040.912325 + Penalty 3929.691155 = -20016111.221170
  nChanged 7
		SP:Iteration 64Q (101713.600000 sec): 3 clusters
  Score: Raw -20020041.855635 + Penalty 3929.691155 = -20016112.164480
  nChanged 6
		SP:Iteration 65Q (101714.440000 sec): 3 clusters
  Score: Raw -20020042.293923 + Penalty 3929.691155 = -20016112.602768
  nChanged 6
		SP:Iteration 66Q (101715.370000 sec): 3 clusters
  Score: Raw -20020042.815399 + Penalty 3929.691155 = -20016113.124244
  nChanged 4
		SP:Iteration 67Q (101716.270000 sec): 3 clusters
  Score: Raw -20020043.065060 + Penalty 3929.691155 = -20016113.373905
  nChanged 2
		SP:Iteration 68Q (101717.170000 sec): 3 clusters
  Score: Raw -20020043.351941 + Penalty 3929.691155 = -20016113.660786
  nChanged 3
		SP:Iteration 69Q (101718.070000 sec): 3 clusters
  Score: Raw -20020043.752286 + Penalty 3929.691155 = -20016114.061131
  nChanged 5
		SP:Iteration 70Q (101719.160000 sec): 3 clusters
  Score: Raw -20020044.289306 + Penalty 3929.691155 = -20016114.598151
  nChanged 4
		SP:Iteration 71Q (101720.120000 sec): 3 clusters
  Score: Raw -20020044.654268 + Penalty 3929.691155 = -20016114.963114
  nChanged 4
		SP:Iteration 72Q (101721.040000 sec): 3 clusters
  Score: Raw -20020045.110792 + Penalty 3929.691155 = -20016115.419637
  nChanged 3
		SP:Iteration 73Q (101721.920000 sec): 3 clusters
  Score: Raw -20020045.298038 + Penalty 3929.691155 = -20016115.606883
  nChanged 3
		SP:Iteration 74Q (101722.800000 sec): 3 clusters
  Score: Raw -20020045.552432 + Penalty 3929.691155 = -20016115.861277
  nChanged 6
		SP:Iteration 75Q (101723.640000 sec): 3 clusters
  Score: Raw -20020045.991423 + Penalty 3929.691155 = -20016116.300268
  nChanged 5
		SP:Iteration 76Q (101724.590000 sec): 3 clusters
  Score: Raw -20020046.502200 + Penalty 3929.691155 = -20016116.811045
  nChanged 5
		SP:Iteration 77Q (101725.660000 sec): 3 clusters
  Score: Raw -20020047.144209 + Penalty 3929.691155 = -20016117.453054
  nChanged 5
		SP:Iteration 78Q (101726.730000 sec): 3 clusters
  Score: Raw -20020047.763005 + Penalty 3929.691155 = -20016118.071850
  nChanged 7
		SP:Iteration 79Q (101727.740000 sec): 3 clusters
  Score: Raw -20020048.624283 + Penalty 3929.691155 = -20016118.933129
  nChanged 7
		SP:Iteration 80F (101728.890000 sec): 3 clusters
  Score: Raw -20020049.333680 + Penalty 3929.691155 = -20016119.642525
  nChanged 3
		SP:Iteration 81Q (101729.810000 sec): 3 clusters
  Score: Raw -20020049.723540 + Penalty 3929.691155 = -20016120.032385
  nChanged 2
		SP:Iteration 82Q (101730.890000 sec): 3 clusters
  Score: Raw -20020049.941145 + Penalty 3929.691155 = -20016120.249990
  nChanged 3
		SP:Iteration 83Q (101731.810000 sec): 3 clusters
  Score: Raw -20020050.216624 + Penalty 3929.691155 = -20016120.525470
  nChanged 2
		SP:Iteration 84Q (101732.740000 sec): 3 clusters
  Score: Raw -20020050.418828 + Penalty 3929.691155 = -20016120.727673
  nChanged 0
		SP:Iteration 85F (101733.720000 sec): 3 clusters
  Score: Raw -20020050.418828 + Penalty 3929.691155 = -20016120.727673
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101733.970000 sec): 2 clusters
  Score: Raw -2230614.739951 + Penalty 1626.560452 = -2228988.179499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101734.330000 sec): 3 clusters
  Score: Raw -2217195.810484 + Penalty 3253.120905 = -2213942.689580
  nChanged 10117
		SP:Iteration 1F (101734.670000 sec): 3 clusters
  Score: Raw -2223059.305221 + Penalty 3253.120905 = -2219806.184317
  nChanged 1443
		SP:Iteration 2F (101734.930000 sec): 3 clusters
  Score: Raw -2223789.789932 + Penalty 3253.120905 = -2220536.669028
  nChanged 1318
		SP:Iteration 3F (101735.310000 sec): 3 clusters
  Score: Raw -2224480.372399 + Penalty 3253.120905 = -2221227.251495
  nChanged 1233
		SP:Iteration 4F (101735.610000 sec): 3 clusters
  Score: Raw -2225142.907801 + Penalty 3253.120905 = -2221889.786896
  nChanged 1240
		SP:Iteration 5F (101735.940000 sec): 3 clusters
  Score: Raw -2225780.968859 + Penalty 3253.120905 = -2222527.847955
  nChanged 1170
		SP:Iteration 6F (101736.210000 sec): 3 clusters
  Score: Raw -2226404.340889 + Penalty 3253.120905 = -2223151.219985
  nChanged 1092
		SP:Iteration 7Q (101736.580000 sec): 3 clusters
  Score: Raw -2226995.835738 + Penalty 3253.120905 = -2223742.714833
  nChanged 989
		SP:Iteration 8Q (101736.930000 sec): 3 clusters
  Score: Raw -2227525.199852 + Penalty 3253.120905 = -2224272.078948
  nChanged 826
		SP:Iteration 9Q (101737.310000 sec): 3 clusters
  Score: Raw -2227934.317143 + Penalty 3253.120905 = -2224681.196238
  nChanged 762
		SP:Iteration 10Q (101737.610000 sec): 3 clusters
  Score: Raw -2228279.663188 + Penalty 3253.120905 = -2225026.542283
  nChanged 619
		SP:Iteration 11Q (101737.910000 sec): 3 clusters
  Score: Raw -2228519.407320 + Penalty 3253.120905 = -2225266.286415
  nChanged 506
		SP:Iteration 12Q (101738.190000 sec): 3 clusters
  Score: Raw -2228695.122740 + Penalty 3253.120905 = -2225442.001835
  nChanged 426
		SP:Iteration 13Q (101738.510000 sec): 3 clusters
  Score: Raw -2228844.606483 + Penalty 3253.120905 = -2225591.485579
  nChanged 381
		SP:Iteration 14Q (101738.780000 sec): 3 clusters
  Score: Raw -2228960.637379 + Penalty 3253.120905 = -2225707.516474
  nChanged 337
		SP:Iteration 15Q (101739.100000 sec): 3 clusters
  Score: Raw -2229057.190353 + Penalty 3253.120905 = -2225804.069448
  nChanged 311
		SP:Iteration 16Q (101739.440000 sec): 3 clusters
  Score: Raw -2229131.133847 + Penalty 3253.120905 = -2225878.012943
  nChanged 263
		SP:Iteration 17Q (101739.760000 sec): 3 clusters
  Score: Raw -2229196.736462 + Penalty 3253.120905 = -2225943.615557
  nChanged 271
		SP:Iteration 18Q (101740.050000 sec): 3 clusters
  Score: Raw -2229265.871631 + Penalty 3253.120905 = -2226012.750727
  nChanged 256
		SP:Iteration 19Q (101740.430000 sec): 3 clusters
  Score: Raw -2229323.455038 + Penalty 3253.120905 = -2226070.334134
  nChanged 201
		SP:Iteration 20F (101740.740000 sec): 3 clusters
  Score: Raw -2229363.572111 + Penalty 3253.120905 = -2226110.451206
  nChanged 195
		SP:Iteration 21Q (101741.060000 sec): 3 clusters
  Score: Raw -2229399.907648 + Penalty 3253.120905 = -2226146.786744
  nChanged 163
		SP:Iteration 22Q (101741.350000 sec): 3 clusters
  Score: Raw -2229428.204113 + Penalty 3253.120905 = -2226175.083208
  nChanged 157
		SP:Iteration 23Q (101741.710000 sec): 3 clusters
  Score: Raw -2229453.362089 + Penalty 3253.120905 = -2226200.241184
  nChanged 134
		SP:Iteration 24Q (101742.010000 sec): 3 clusters
  Score: Raw -2229479.365084 + Penalty 3253.120905 = -2226226.244180
  nChanged 148
		SP:Iteration 25Q (101742.360000 sec): 3 clusters
  Score: Raw -2229504.837477 + Penalty 3253.120905 = -2226251.716572
  nChanged 137
		SP:Iteration 26Q (101742.690000 sec): 3 clusters
  Score: Raw -2229526.421018 + Penalty 3253.120905 = -2226273.300113
  nChanged 127
		SP:Iteration 27Q (101742.990000 sec): 3 clusters
  Score: Raw -2229545.418221 + Penalty 3253.120905 = -2226292.297316
  nChanged 118
		SP:Iteration 28Q (101743.360000 sec): 3 clusters
  Score: Raw -2229561.622326 + Penalty 3253.120905 = -2226308.501421
  nChanged 105
		SP:Iteration 29Q (101743.690000 sec): 3 clusters
  Score: Raw -2229577.561249 + Penalty 3253.120905 = -2226324.440345
  nChanged 108
		SP:Iteration 30Q (101744.000000 sec): 3 clusters
  Score: Raw -2229595.203181 + Penalty 3253.120905 = -2226342.082276
  nChanged 132
		SP:Iteration 31Q (101744.350000 sec): 3 clusters
  Score: Raw -2229615.382897 + Penalty 3253.120905 = -2226362.261992
  nChanged 112
		SP:Iteration 32Q (101744.650000 sec): 3 clusters
  Score: Raw -2229631.184836 + Penalty 3253.120905 = -2226378.063931
  nChanged 111
		SP:Iteration 33Q (101745.020000 sec): 3 clusters
  Score: Raw -2229648.116324 + Penalty 3253.120905 = -2226394.995420
  nChanged 106
		SP:Iteration 34Q (101745.310000 sec): 3 clusters
  Score: Raw -2229666.201685 + Penalty 3253.120905 = -2226413.080781
  nChanged 115
		SP:Iteration 35Q (101745.660000 sec): 3 clusters
  Score: Raw -2229684.750924 + Penalty 3253.120905 = -2226431.630019
  nChanged 118
		SP:Iteration 36Q (101745.950000 sec): 3 clusters
  Score: Raw -2229704.278170 + Penalty 3253.120905 = -2226451.157265
  nChanged 138
		SP:Iteration 37Q (101746.280000 sec): 3 clusters
  Score: Raw -2229729.110323 + Penalty 3253.120905 = -2226475.989419
  nChanged 126
		SP:Iteration 38Q (101746.610000 sec): 3 clusters
  Score: Raw -2229748.882793 + Penalty 3253.120905 = -2226495.761888
  nChanged 132
		SP:Iteration 39Q (101746.930000 sec): 3 clusters
  Score: Raw -2229769.800754 + Penalty 3253.120905 = -2226516.679849
  nChanged 126
		SP:Iteration 40F (101747.230000 sec): 3 clusters
  Score: Raw -2229789.725103 + Penalty 3253.120905 = -2226536.604198
  nChanged 124
		SP:Iteration 41Q (101747.590000 sec): 3 clusters
  Score: Raw -2229809.608705 + Penalty 3253.120905 = -2226556.487801
  nChanged 118
		SP:Iteration 42Q (101747.930000 sec): 3 clusters
  Score: Raw -2229830.436908 + Penalty 3253.120905 = -2226577.316003
  nChanged 144
		SP:Iteration 43Q (101748.260000 sec): 3 clusters
  Score: Raw -2229858.268666 + Penalty 3253.120905 = -2226605.147762
  nChanged 159
		SP:Iteration 44Q (101748.670000 sec): 3 clusters
  Score: Raw -2229890.187000 + Penalty 3253.120905 = -2226637.066096
  nChanged 153
		SP:Iteration 45Q (101749.010000 sec): 3 clusters
  Score: Raw -2229917.551703 + Penalty 3253.120905 = -2226664.430799
  nChanged 154
		SP:Iteration 46Q (101749.270000 sec): 3 clusters
  Score: Raw -2229947.696055 + Penalty 3253.120905 = -2226694.575151
  nChanged 172
		SP:Iteration 47Q (101749.540000 sec): 3 clusters
  Score: Raw -2229984.778289 + Penalty 3253.120905 = -2226731.657385
  nChanged 186
		SP:Iteration 48Q (101749.840000 sec): 3 clusters
  Score: Raw -2230026.470847 + Penalty 3253.120905 = -2226773.349943
  nChanged 197
		SP:Iteration 49Q (101750.170000 sec): 3 clusters
  Score: Raw -2230070.377045 + Penalty 3253.120905 = -2226817.256141
  nChanged 195
		SP:Iteration 50Q (101750.500000 sec): 3 clusters
  Score: Raw -2230112.358852 + Penalty 3253.120905 = -2226859.237948
  nChanged 195
		SP:Iteration 51Q (101750.840000 sec): 3 clusters
  Score: Raw -2230159.485030 + Penalty 3253.120905 = -2226906.364125
  nChanged 222
		SP:Iteration 52Q (101751.200000 sec): 3 clusters
  Score: Raw -2230219.431675 + Penalty 3253.120905 = -2226966.310770
  nChanged 231
		SP:Iteration 53Q (101751.530000 sec): 3 clusters
  Score: Raw -2230286.382360 + Penalty 3253.120905 = -2227033.261456
  nChanged 238
		SP:Iteration 54Q (101751.860000 sec): 3 clusters
  Score: Raw -2230359.584439 + Penalty 3253.120905 = -2227106.463535
  nChanged 247
		SP:Iteration 55Q (101752.200000 sec): 3 clusters
  Score: Raw -2230437.852850 + Penalty 3253.120905 = -2227184.731945
  nChanged 268
		SP:Iteration 56Q (101752.510000 sec): 3 clusters
  Score: Raw -2230536.548533 + Penalty 3253.120905 = -2227283.427628
  nChanged 281
		SP:Iteration 57Q (101752.820000 sec): 3 clusters
  Score: Raw -2230647.665647 + Penalty 3253.120905 = -2227394.544742
  nChanged 266
		SP:Iteration 58Q (101753.160000 sec): 3 clusters
  Score: Raw -2230745.503201 + Penalty 3253.120905 = -2227492.382297
  nChanged 259
		SP:Iteration 59Q (101753.440000 sec): 3 clusters
  Score: Raw -2230848.981734 + Penalty 3253.120905 = -2227595.860830
  nChanged 253
		SP:Iteration 60F (101753.780000 sec): 3 clusters
  Score: Raw -2230956.602712 + Penalty 3253.120905 = -2227703.481808
  nChanged 251
		SP:Iteration 61Q (101754.060000 sec): 3 clusters
  Score: Raw -2231065.486835 + Penalty 3253.120905 = -2227812.365930
  nChanged 212
		SP:Iteration 62Q (101754.390000 sec): 3 clusters
  Score: Raw -2231156.297332 + Penalty 3253.120905 = -2227903.176427
  nChanged 195
		SP:Iteration 63Q (101754.760000 sec): 3 clusters
  Score: Raw -2231234.034379 + Penalty 3253.120905 = -2227980.913474
  nChanged 158
		SP:Iteration 64Q (101755.030000 sec): 3 clusters
  Score: Raw -2231293.307604 + Penalty 3253.120905 = -2228040.186699
  nChanged 133
		SP:Iteration 65Q (101755.310000 sec): 3 clusters
  Score: Raw -2231340.347466 + Penalty 3253.120905 = -2228087.226561
  nChanged 110
		SP:Iteration 66Q (101755.600000 sec): 3 clusters
  Score: Raw -2231385.817156 + Penalty 3253.120905 = -2228132.696252
  nChanged 117
		SP:Iteration 67Q (101755.920000 sec): 3 clusters
  Score: Raw -2231441.681627 + Penalty 3253.120905 = -2228188.560723
  nChanged 109
		SP:Iteration 68Q (101756.200000 sec): 3 clusters
  Score: Raw -2231501.228515 + Penalty 3253.120905 = -2228248.107610
  nChanged 88
		SP:Iteration 69Q (101756.520000 sec): 3 clusters
  Score: Raw -2231534.651394 + Penalty 3253.120905 = -2228281.530490
  nChanged 51
		SP:Iteration 70Q (101756.830000 sec): 3 clusters
  Score: Raw -2231556.454793 + Penalty 3253.120905 = -2228303.333888
  nChanged 65
		SP:Iteration 71Q (101757.160000 sec): 3 clusters
  Score: Raw -2231585.532751 + Penalty 3253.120905 = -2228332.411846
  nChanged 42
		SP:Iteration 72Q (101757.480000 sec): 3 clusters
  Score: Raw -2231599.092520 + Penalty 3253.120905 = -2228345.971615
  nChanged 29
		SP:Iteration 73Q (101757.790000 sec): 3 clusters
  Score: Raw -2231607.110502 + Penalty 3253.120905 = -2228353.989597
  nChanged 23
		SP:Iteration 74Q (101758.080000 sec): 3 clusters
  Score: Raw -2231614.385659 + Penalty 3253.120905 = -2228361.264754
  nChanged 25
		SP:Iteration 75Q (101758.370000 sec): 3 clusters
  Score: Raw -2231621.237856 + Penalty 3253.120905 = -2228368.116951
  nChanged 20
		SP:Iteration 76Q (101758.750000 sec): 3 clusters
  Score: Raw -2231624.375862 + Penalty 3253.120905 = -2228371.254958
  nChanged 9
		SP:Iteration 77Q (101759.110000 sec): 3 clusters
  Score: Raw -2231626.074334 + Penalty 3253.120905 = -2228372.953430
  nChanged 7
		SP:Iteration 78Q (101759.490000 sec): 3 clusters
  Score: Raw -2231627.089916 + Penalty 3253.120905 = -2228373.969012
  nChanged 4
		SP:Iteration 79Q (101759.840000 sec): 3 clusters
  Score: Raw -2231628.312114 + Penalty 3253.120905 = -2228375.191210
  nChanged 2
		SP:Iteration 80F (101760.090000 sec): 3 clusters
  Score: Raw -2231630.771864 + Penalty 3253.120905 = -2228377.650959
  nChanged 4
		SP:Iteration 81Q (101760.440000 sec): 3 clusters
  Score: Raw -2231631.787720 + Penalty 3253.120905 = -2228378.666815
  nChanged 4
		SP:Iteration 82Q (101760.740000 sec): 3 clusters
  Score: Raw -2231632.970225 + Penalty 3253.120905 = -2228379.849320
  nChanged 4
		SP:Iteration 83Q (101761.020000 sec): 3 clusters
  Score: Raw -2231634.042014 + Penalty 3253.120905 = -2228380.921109
  nChanged 5
		SP:Iteration 84Q (101761.380000 sec): 3 clusters
  Score: Raw -2231635.230299 + Penalty 3253.120905 = -2228382.109394
  nChanged 5
		SP:Iteration 85Q (101761.720000 sec): 3 clusters
  Score: Raw -2231636.406983 + Penalty 3253.120905 = -2228383.286078
  nChanged 4
		SP:Iteration 86Q (101762.040000 sec): 3 clusters
  Score: Raw -2231637.416385 + Penalty 3253.120905 = -2228384.295480
  nChanged 9
		SP:Iteration 87Q (101762.310000 sec): 3 clusters
  Score: Raw -2231638.682566 + Penalty 3253.120905 = -2228385.561662
  nChanged 6
		SP:Iteration 88Q (101762.610000 sec): 3 clusters
  Score: Raw -2231639.878350 + Penalty 3253.120905 = -2228386.757446
  nChanged 6
		SP:Iteration 89Q (101762.970000 sec): 3 clusters
  Score: Raw -2231641.290895 + Penalty 3253.120905 = -2228388.169990
  nChanged 6
		SP:Iteration 90Q (101763.300000 sec): 3 clusters
  Score: Raw -2231643.480983 + Penalty 3253.120905 = -2228390.360078
  nChanged 6
		SP:Iteration 91Q (101763.640000 sec): 3 clusters
  Score: Raw -2231644.440496 + Penalty 3253.120905 = -2228391.319591
  nChanged 1
		SP:Iteration 92Q (101763.980000 sec): 3 clusters
  Score: Raw -2231644.924503 + Penalty 3253.120905 = -2228391.803599
  nChanged 3
		SP:Iteration 93Q (101764.340000 sec): 3 clusters
  Score: Raw -2231645.387891 + Penalty 3253.120905 = -2228392.266986
  nChanged 3
		SP:Iteration 94Q (101764.670000 sec): 3 clusters
  Score: Raw -2231646.137156 + Penalty 3253.120905 = -2228393.016252
  nChanged 3
		SP:Iteration 95Q (101764.970000 sec): 3 clusters
  Score: Raw -2231646.703076 + Penalty 3253.120905 = -2228393.582172
  nChanged 3
		SP:Iteration 96Q (101765.250000 sec): 3 clusters
  Score: Raw -2231647.300329 + Penalty 3253.120905 = -2228394.179425
  nChanged 3
		SP:Iteration 97Q (101765.510000 sec): 3 clusters
  Score: Raw -2231648.042692 + Penalty 3253.120905 = -2228394.921787
  nChanged 3
		SP:Iteration 98Q (101765.820000 sec): 3 clusters
  Score: Raw -2231649.054279 + Penalty 3253.120905 = -2228395.933374
  nChanged 5
		SP:Iteration 99Q (101766.110000 sec): 3 clusters
  Score: Raw -2231650.565698 + Penalty 3253.120905 = -2228397.444794
  nChanged 10
		SP:Iteration 100F (101766.460000 sec): 3 clusters
  Score: Raw -2231652.679021 + Penalty 3253.120905 = -2228399.558117
  nChanged 8
		SP:Iteration 101Q (101766.770000 sec): 3 clusters
  Score: Raw -2231655.016490 + Penalty 3253.120905 = -2228401.895585
  nChanged 6
		SP:Iteration 102Q (101767.150000 sec): 3 clusters
  Score: Raw -2231656.432377 + Penalty 3253.120905 = -2228403.311473
  nChanged 9
		SP:Iteration 103Q (101767.440000 sec): 3 clusters
  Score: Raw -2231658.332316 + Penalty 3253.120905 = -2228405.211411
  nChanged 11
		SP:Iteration 104Q (101767.740000 sec): 3 clusters
  Score: Raw -2231660.419947 + Penalty 3253.120905 = -2228407.299042
  nChanged 7
		SP:Iteration 105Q (101768.040000 sec): 3 clusters
  Score: Raw -2231662.651887 + Penalty 3253.120905 = -2228409.530983
  nChanged 9
		SP:Iteration 106Q (101768.350000 sec): 3 clusters
  Score: Raw -2231664.880283 + Penalty 3253.120905 = -2228411.759379
  nChanged 9
		SP:Iteration 107Q (101768.750000 sec): 3 clusters
  Score: Raw -2231666.912074 + Penalty 3253.120905 = -2228413.791169
  nChanged 8
		SP:Iteration 108Q (101769.040000 sec): 3 clusters
  Score: Raw -2231668.676679 + Penalty 3253.120905 = -2228415.555774
  nChanged 7
		SP:Iteration 109Q (101769.350000 sec): 3 clusters
  Score: Raw -2231670.929981 + Penalty 3253.120905 = -2228417.809076
  nChanged 8
		SP:Iteration 110Q (101769.730000 sec): 3 clusters
  Score: Raw -2231672.670241 + Penalty 3253.120905 = -2228419.549336
  nChanged 7
		SP:Iteration 111Q (101770.050000 sec): 3 clusters
  Score: Raw -2231674.644671 + Penalty 3253.120905 = -2228421.523767
  nChanged 8
		SP:Iteration 112Q (101770.440000 sec): 3 clusters
  Score: Raw -2231675.952706 + Penalty 3253.120905 = -2228422.831802
  nChanged 7
		SP:Iteration 113Q (101770.780000 sec): 3 clusters
  Score: Raw -2231677.246315 + Penalty 3253.120905 = -2228424.125411
  nChanged 5
		SP:Iteration 114Q (101771.120000 sec): 3 clusters
  Score: Raw -2231678.943658 + Penalty 3253.120905 = -2228425.822753
  nChanged 7
		SP:Iteration 115Q (101771.440000 sec): 3 clusters
  Score: Raw -2231680.437834 + Penalty 3253.120905 = -2228427.316929
  nChanged 10
		SP:Iteration 116Q (101771.720000 sec): 3 clusters
  Score: Raw -2231682.825729 + Penalty 3253.120905 = -2228429.704825
  nChanged 10
		SP:Iteration 117Q (101772.060000 sec): 3 clusters
  Score: Raw -2231686.150021 + Penalty 3253.120905 = -2228433.029116
  nChanged 13
		SP:Iteration 118Q (101772.380000 sec): 3 clusters
  Score: Raw -2231689.526258 + Penalty 3253.120905 = -2228436.405354
  nChanged 11
		SP:Iteration 119Q (101772.660000 sec): 3 clusters
  Score: Raw -2231693.087636 + Penalty 3253.120905 = -2228439.966731
  nChanged 8
		SP:Iteration 120F (101773.020000 sec): 3 clusters
  Score: Raw -2231695.182016 + Penalty 3253.120905 = -2228442.061111
  nChanged 12
		SP:Iteration 121Q (101773.320000 sec): 3 clusters
  Score: Raw -2231699.055164 + Penalty 3253.120905 = -2228445.934260
  nChanged 12
		SP:Iteration 122Q (101773.610000 sec): 3 clusters
  Score: Raw -2231706.187638 + Penalty 3253.120905 = -2228453.066734
  nChanged 17
		SP:Iteration 123Q (101773.930000 sec): 3 clusters
  Score: Raw -2231712.846937 + Penalty 3253.120905 = -2228459.726032
  nChanged 18
		SP:Iteration 124Q (101774.190000 sec): 3 clusters
  Score: Raw -2231716.630148 + Penalty 3253.120905 = -2228463.509244
  nChanged 7
		SP:Iteration 125Q (101774.540000 sec): 3 clusters
  Score: Raw -2231717.892864 + Penalty 3253.120905 = -2228464.771959
  nChanged 7
		SP:Iteration 126Q (101774.810000 sec): 3 clusters
  Score: Raw -2231719.533508 + Penalty 3253.120905 = -2228466.412604
  nChanged 12
		SP:Iteration 127Q (101775.140000 sec): 3 clusters
  Score: Raw -2231723.757206 + Penalty 3253.120905 = -2228470.636302
  nChanged 14
		SP:Iteration 128Q (101775.380000 sec): 3 clusters
  Score: Raw -2231726.711052 + Penalty 3253.120905 = -2228473.590147
  nChanged 7
		SP:Iteration 129Q (101775.690000 sec): 3 clusters
  Score: Raw -2231728.882562 + Penalty 3253.120905 = -2228475.761657
  nChanged 9
		SP:Iteration 130Q (101775.970000 sec): 3 clusters
  Score: Raw -2231731.244490 + Penalty 3253.120905 = -2228478.123585
  nChanged 11
		SP:Iteration 131Q (101776.280000 sec): 3 clusters
  Score: Raw -2231734.806352 + Penalty 3253.120905 = -2228481.685448
  nChanged 14
		SP:Iteration 132Q (101776.630000 sec): 3 clusters
  Score: Raw -2231739.793512 + Penalty 3253.120905 = -2228486.672607
  nChanged 17
		SP:Iteration 133Q (101776.950000 sec): 3 clusters
  Score: Raw -2231745.922463 + Penalty 3253.120905 = -2228492.801559
  nChanged 12
		SP:Iteration 134Q (101777.270000 sec): 3 clusters
  Score: Raw -2231749.691516 + Penalty 3253.120905 = -2228496.570611
  nChanged 16
		SP:Iteration 135Q (101777.630000 sec): 3 clusters
  Score: Raw -2231753.863372 + Penalty 3253.120905 = -2228500.742468
  nChanged 13
		SP:Iteration 136Q (101777.950000 sec): 3 clusters
  Score: Raw -2231757.284562 + Penalty 3253.120905 = -2228504.163658
  nChanged 10
		SP:Iteration 137Q (101778.240000 sec): 3 clusters
  Score: Raw -2231759.743548 + Penalty 3253.120905 = -2228506.622643
  nChanged 9
		SP:Iteration 138Q (101778.580000 sec): 3 clusters
  Score: Raw -2231761.286694 + Penalty 3253.120905 = -2228508.165790
  nChanged 8
		SP:Iteration 139Q (101778.910000 sec): 3 clusters
  Score: Raw -2231762.938847 + Penalty 3253.120905 = -2228509.817942
  nChanged 4
		SP:Iteration 140F (101779.170000 sec): 3 clusters
  Score: Raw -2231763.568366 + Penalty 3253.120905 = -2228510.447462
  nChanged 7
		SP:Iteration 141Q (101779.460000 sec): 3 clusters
  Score: Raw -2231765.523025 + Penalty 3253.120905 = -2228512.402120
  nChanged 2
		SP:Iteration 142Q (101779.680000 sec): 3 clusters
  Score: Raw -2231766.445584 + Penalty 3253.120905 = -2228513.324680
  nChanged 2
		SP:Iteration 143Q (101780.010000 sec): 3 clusters
  Score: Raw -2231766.931924 + Penalty 3253.120905 = -2228513.811019
  nChanged 1
		SP:Iteration 144Q (101780.250000 sec): 3 clusters
  Score: Raw -2231766.989112 + Penalty 3253.120905 = -2228513.868207
  nChanged 1
		SP:Iteration 145Q (101780.470000 sec): 3 clusters
  Score: Raw -2231767.090720 + Penalty 3253.120905 = -2228513.969816
  nChanged 0
		SP:Iteration 146F (101780.730000 sec): 3 clusters
  Score: Raw -2231767.090720 + Penalty 3253.120905 = -2228513.969816
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101780.850000 sec): 2 clusters
  Score: Raw -1055323.170044 + Penalty 1473.076046 = -1053850.093998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101781.060000 sec): 3 clusters
  Score: Raw -1050501.336068 + Penalty 2946.152092 = -1047555.183976
  nChanged 3665
		SP:Iteration 1F (101781.280000 sec): 3 clusters
  Score: Raw -1052617.517525 + Penalty 2946.152092 = -1049671.365433
  nChanged 653
		SP:Iteration 2F (101781.440000 sec): 3 clusters
  Score: Raw -1053019.056688 + Penalty 2946.152092 = -1050072.904597
  nChanged 555
		SP:Iteration 3F (101781.660000 sec): 3 clusters
  Score: Raw -1053352.724572 + Penalty 2946.152092 = -1050406.572481
  nChanged 515
		SP:Iteration 4F (101781.920000 sec): 3 clusters
  Score: Raw -1053670.921943 + Penalty 2946.152092 = -1050724.769851
  nChanged 489
		SP:Iteration 5F (101782.080000 sec): 3 clusters
  Score: Raw -1053968.118778 + Penalty 2946.152092 = -1051021.966686
  nChanged 425
		SP:Iteration 6Q (101782.290000 sec): 3 clusters
  Score: Raw -1054229.175698 + Penalty 2946.152092 = -1051283.023606
  nChanged 369
		SP:Iteration 7Q (101782.450000 sec): 3 clusters
  Score: Raw -1054467.714262 + Penalty 2946.152092 = -1051521.562170
  nChanged 320
		SP:Iteration 8Q (101782.670000 sec): 3 clusters
  Score: Raw -1054689.083767 + Penalty 2946.152092 = -1051742.931675
  nChanged 271
		SP:Iteration 9Q (101782.890000 sec): 3 clusters
  Score: Raw -1054885.552747 + Penalty 2946.152092 = -1051939.400655
  nChanged 229
		SP:Iteration 10Q (101783.080000 sec): 3 clusters
  Score: Raw -1055072.185311 + Penalty 2946.152092 = -1052126.033220
  nChanged 188
		SP:Iteration 11Q (101783.330000 sec): 3 clusters
  Score: Raw -1055241.250524 + Penalty 2946.152092 = -1052295.098432
  nChanged 146
		SP:Iteration 12Q (101783.530000 sec): 3 clusters
  Score: Raw -1055417.852428 + Penalty 2946.152092 = -1052471.700336
  nChanged 106
		SP:Iteration 13Q (101783.690000 sec): 3 clusters
  Score: Raw -1055570.092374 + Penalty 2946.152092 = -1052623.940283
  nChanged 90
		SP:Iteration 14Q (101783.860000 sec): 3 clusters
  Score: Raw -1055681.014578 + Penalty 2946.152092 = -1052734.862487
  nChanged 79
		SP:Iteration 15Q (101784.070000 sec): 3 clusters
  Score: Raw -1055772.830417 + Penalty 2946.152092 = -1052826.678325
  nChanged 65
		SP:Iteration 16Q (101784.240000 sec): 3 clusters
  Score: Raw -1055851.020501 + Penalty 2946.152092 = -1052904.868409
  nChanged 48
		SP:Iteration 17Q (101784.390000 sec): 3 clusters
  Score: Raw -1055903.054239 + Penalty 2946.152092 = -1052956.902147
  nChanged 37
		SP:Iteration 18Q (101784.560000 sec): 3 clusters
  Score: Raw -1055932.153960 + Penalty 2946.152092 = -1052986.001868
  nChanged 22
		SP:Iteration 19Q (101784.780000 sec): 3 clusters
  Score: Raw -1055947.516265 + Penalty 2946.152092 = -1053001.364174
  nChanged 13
		SP:Iteration 20F (101784.980000 sec): 3 clusters
  Score: Raw -1055954.419462 + Penalty 2946.152092 = -1053008.267370
  nChanged 9
		SP:Iteration 21Q (101785.190000 sec): 3 clusters
  Score: Raw -1055960.456160 + Penalty 2946.152092 = -1053014.304068
  nChanged 11
		SP:Iteration 22Q (101785.330000 sec): 3 clusters
  Score: Raw -1055965.901394 + Penalty 2946.152092 = -1053019.749302
  nChanged 5
		SP:Iteration 23Q (101785.510000 sec): 3 clusters
  Score: Raw -1055967.780055 + Penalty 2946.152092 = -1053021.627963
  nChanged 5
		SP:Iteration 24Q (101785.670000 sec): 3 clusters
  Score: Raw -1055970.327890 + Penalty 2946.152092 = -1053024.175798
  nChanged 6
		SP:Iteration 25Q (101785.870000 sec): 3 clusters
  Score: Raw -1055972.508951 + Penalty 2946.152092 = -1053026.356859
  nChanged 3
		SP:Iteration 26Q (101786.040000 sec): 3 clusters
  Score: Raw -1055974.423008 + Penalty 2946.152092 = -1053028.270917
  nChanged 3
		SP:Iteration 27Q (101786.270000 sec): 3 clusters
  Score: Raw -1055975.855892 + Penalty 2946.152092 = -1053029.703800
  nChanged 3
		SP:Iteration 28Q (101786.430000 sec): 3 clusters
  Score: Raw -1055977.526526 + Penalty 2946.152092 = -1053031.374434
  nChanged 1
		SP:Iteration 29Q (101786.600000 sec): 3 clusters
  Score: Raw -1055977.978290 + Penalty 2946.152092 = -1053031.826198
  nChanged 0
		SP:Iteration 30F (101786.830000 sec): 3 clusters
  Score: Raw -1055977.978290 + Penalty 2946.152092 = -1053031.826198
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101787.000000 sec): 2 clusters
  Score: Raw -2768818.277367 + Penalty 1640.420068 = -2767177.857298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101787.310000 sec): 3 clusters
  Score: Raw -2754047.186943 + Penalty 3280.840137 = -2750766.346806
  nChanged 11063
		SP:Iteration 1F (101787.610000 sec): 3 clusters
  Score: Raw -2760053.781803 + Penalty 3280.840137 = -2756772.941666
  nChanged 1127
		SP:Iteration 2Q (101787.990000 sec): 3 clusters
  Score: Raw -2760465.195499 + Penalty 3280.840137 = -2757184.355362
  nChanged 1149
		SP:Iteration 3Q (101788.300000 sec): 3 clusters
  Score: Raw -2760913.279601 + Penalty 3280.840137 = -2757632.439464
  nChanged 1095
		SP:Iteration 4Q (101788.630000 sec): 3 clusters
  Score: Raw -2761424.470872 + Penalty 3280.840137 = -2758143.630736
  nChanged 1113
		SP:Iteration 5Q (101788.970000 sec): 3 clusters
  Score: Raw -2762028.665000 + Penalty 3280.840137 = -2758747.824863
  nChanged 1110
		SP:Iteration 6Q (101789.240000 sec): 3 clusters
  Score: Raw -2762698.673599 + Penalty 3280.840137 = -2759417.833462
  nChanged 1156
		SP:Iteration 7Q (101789.530000 sec): 3 clusters
  Score: Raw -2763428.872891 + Penalty 3280.840137 = -2760148.032755
  nChanged 1185
		SP:Iteration 8Q (101789.850000 sec): 3 clusters
  Score: Raw -2764207.837628 + Penalty 3280.840137 = -2760926.997491
  nChanged 1143
		SP:Iteration 9Q (101790.100000 sec): 3 clusters
  Score: Raw -2764962.117203 + Penalty 3280.840137 = -2761681.277066
  nChanged 1074
		SP:Iteration 10Q (101790.380000 sec): 3 clusters
  Score: Raw -2765689.161743 + Penalty 3280.840137 = -2762408.321606
  nChanged 972
		SP:Iteration 11Q (101790.680000 sec): 3 clusters
  Score: Raw -2766339.535370 + Penalty 3280.840137 = -2763058.695233
  nChanged 896
		SP:Iteration 12Q (101791.020000 sec): 3 clusters
  Score: Raw -2766938.454293 + Penalty 3280.840137 = -2763657.614156
  nChanged 744
		SP:Iteration 13Q (101791.310000 sec): 3 clusters
  Score: Raw -2767423.202602 + Penalty 3280.840137 = -2764142.362465
  nChanged 628
		SP:Iteration 14Q (101791.600000 sec): 3 clusters
  Score: Raw -2767821.757781 + Penalty 3280.840137 = -2764540.917645
  nChanged 550
		SP:Iteration 15Q (101791.960000 sec): 3 clusters
  Score: Raw -2768174.210985 + Penalty 3280.840137 = -2764893.370848
  nChanged 417
		SP:Iteration 16Q (101792.290000 sec): 3 clusters
  Score: Raw -2768432.562649 + Penalty 3280.840137 = -2765151.722513
  nChanged 323
		SP:Iteration 17Q (101792.530000 sec): 3 clusters
  Score: Raw -2768625.289392 + Penalty 3280.840137 = -2765344.449256
  nChanged 254
		SP:Iteration 18Q (101792.870000 sec): 3 clusters
  Score: Raw -2768788.890927 + Penalty 3280.840137 = -2765508.050790
  nChanged 208
		SP:Iteration 19Q (101793.170000 sec): 3 clusters
  Score: Raw -2768905.594652 + Penalty 3280.840137 = -2765624.754516
  nChanged 147
		SP:Iteration 20F (101793.440000 sec): 3 clusters
  Score: Raw -2768984.657523 + Penalty 3280.840137 = -2765703.817386
  nChanged 112
		SP:Iteration 21Q (101793.780000 sec): 3 clusters
  Score: Raw -2769044.592261 + Penalty 3280.840137 = -2765763.752125
  nChanged 76
		SP:Iteration 22Q (101794.080000 sec): 3 clusters
  Score: Raw -2769077.975594 + Penalty 3280.840137 = -2765797.135457
  nChanged 50
		SP:Iteration 23Q (101794.370000 sec): 3 clusters
  Score: Raw -2769102.200233 + Penalty 3280.840137 = -2765821.360097
  nChanged 46
		SP:Iteration 24Q (101794.650000 sec): 3 clusters
  Score: Raw -2769127.234831 + Penalty 3280.840137 = -2765846.394695
  nChanged 38
		SP:Iteration 25Q (101794.930000 sec): 3 clusters
  Score: Raw -2769143.691152 + Penalty 3280.840137 = -2765862.851015
  nChanged 33
		SP:Iteration 26Q (101795.240000 sec): 3 clusters
  Score: Raw -2769160.048508 + Penalty 3280.840137 = -2765879.208372
  nChanged 34
		SP:Iteration 27Q (101795.560000 sec): 3 clusters
  Score: Raw -2769177.610083 + Penalty 3280.840137 = -2765896.769947
  nChanged 23
		SP:Iteration 28Q (101795.860000 sec): 3 clusters
  Score: Raw -2769188.456495 + Penalty 3280.840137 = -2765907.616359
  nChanged 21
		SP:Iteration 29Q (101796.170000 sec): 3 clusters
  Score: Raw -2769197.601976 + Penalty 3280.840137 = -2765916.761840
  nChanged 19
		SP:Iteration 30Q (101796.440000 sec): 3 clusters
  Score: Raw -2769205.297144 + Penalty 3280.840137 = -2765924.457008
  nChanged 17
		SP:Iteration 31Q (101796.750000 sec): 3 clusters
  Score: Raw -2769212.858747 + Penalty 3280.840137 = -2765932.018610
  nChanged 15
		SP:Iteration 32Q (101797.010000 sec): 3 clusters
  Score: Raw -2769220.016725 + Penalty 3280.840137 = -2765939.176588
  nChanged 12
		SP:Iteration 33Q (101797.320000 sec): 3 clusters
  Score: Raw -2769226.326670 + Penalty 3280.840137 = -2765945.486533
  nChanged 10
		SP:Iteration 34Q (101797.600000 sec): 3 clusters
  Score: Raw -2769229.813539 + Penalty 3280.840137 = -2765948.973402
  nChanged 8
		SP:Iteration 35Q (101797.900000 sec): 3 clusters
  Score: Raw -2769233.095489 + Penalty 3280.840137 = -2765952.255353
  nChanged 5
		SP:Iteration 36Q (101798.190000 sec): 3 clusters
  Score: Raw -2769236.055106 + Penalty 3280.840137 = -2765955.214969
  nChanged 7
		SP:Iteration 37Q (101798.470000 sec): 3 clusters
  Score: Raw -2769238.645649 + Penalty 3280.840137 = -2765957.805512
  nChanged 7
		SP:Iteration 38Q (101798.760000 sec): 3 clusters
  Score: Raw -2769240.765691 + Penalty 3280.840137 = -2765959.925555
  nChanged 5
		SP:Iteration 39Q (101799.110000 sec): 3 clusters
  Score: Raw -2769242.365358 + Penalty 3280.840137 = -2765961.525221
  nChanged 6
		SP:Iteration 40F (101799.480000 sec): 3 clusters
  Score: Raw -2769244.414009 + Penalty 3280.840137 = -2765963.573872
  nChanged 4
		SP:Iteration 41Q (101799.810000 sec): 3 clusters
  Score: Raw -2769245.722409 + Penalty 3280.840137 = -2765964.882273
  nChanged 4
		SP:Iteration 42Q (101800.230000 sec): 3 clusters
  Score: Raw -2769247.164120 + Penalty 3280.840137 = -2765966.323983
  nChanged 2
		SP:Iteration 43Q (101800.610000 sec): 3 clusters
  Score: Raw -2769248.163812 + Penalty 3280.840137 = -2765967.323676
  nChanged 0
		SP:Iteration 44F (101800.930000 sec): 3 clusters
  Score: Raw -2769248.163812 + Penalty 3280.840137 = -2765967.323676
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101801.070000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101801.280000 sec): 3 clusters
  Score: Raw -55155.193233 + Penalty 1996.860331 = -53158.332902
  nChanged 118
		SP:Iteration 1F (101801.440000 sec): 3 clusters
  Score: Raw -55293.925446 + Penalty 1996.860331 = -53297.065115
  nChanged 25
		SP:Iteration 2F (101801.650000 sec): 3 clusters
  Score: Raw -55328.485837 + Penalty 1996.860331 = -53331.625506
  nChanged 14
		SP:Iteration 3Q (101801.850000 sec): 3 clusters
  Score: Raw -55344.418534 + Penalty 1996.860331 = -53347.558203
  nChanged 5
		SP:Iteration 4Q (101802.020000 sec): 3 clusters
  Score: Raw -55350.861136 + Penalty 1996.860331 = -53354.000805
  nChanged 5
		SP:Iteration 5Q (101802.220000 sec): 3 clusters
  Score: Raw -55356.625771 + Penalty 1996.860331 = -53359.765440
  nChanged 1
		SP:Iteration 6Q (101802.350000 sec): 3 clusters
  Score: Raw -55357.284066 + Penalty 1996.860331 = -53360.423735
  nChanged 0
		SP:Iteration 7F (101802.540000 sec): 3 clusters
  Score: Raw -55357.284066 + Penalty 1996.860331 = -53360.423735
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101802.810000 sec): 2 clusters
  Score: Raw -3126063.721730 + Penalty 1658.486465 = -3124405.235265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101803.190000 sec): 3 clusters
  Score: Raw -3109404.181127 + Penalty 3316.972930 = -3106087.208197
  nChanged 12500
		SP:Iteration 1F (101803.490000 sec): 3 clusters
  Score: Raw -3116220.374086 + Penalty 3316.972930 = -3112903.401156
  nChanged 1168
		SP:Iteration 2Q (101803.880000 sec): 3 clusters
  Score: Raw -3116590.801324 + Penalty 3316.972930 = -3113273.828395
  nChanged 1170
		SP:Iteration 3Q (101804.170000 sec): 3 clusters
  Score: Raw -3117009.387874 + Penalty 3316.972930 = -3113692.414944
  nChanged 1198
		SP:Iteration 4Q (101804.500000 sec): 3 clusters
  Score: Raw -3117500.141920 + Penalty 3316.972930 = -3114183.168990
  nChanged 1349
		SP:Iteration 5Q (101804.830000 sec): 3 clusters
  Score: Raw -3118139.888973 + Penalty 3316.972930 = -3114822.916043
  nChanged 1406
		SP:Iteration 6F (101805.230000 sec): 3 clusters
  Score: Raw -3118880.510658 + Penalty 3316.972930 = -3115563.537729
  nChanged 1477
		SP:Iteration 7F (101805.590000 sec): 3 clusters
  Score: Raw -3119747.630472 + Penalty 3316.972930 = -3116430.657542
  nChanged 1449
		SP:Iteration 8F (101805.950000 sec): 3 clusters
  Score: Raw -3120625.585594 + Penalty 3316.972930 = -3117308.612664
  nChanged 1443
		SP:Iteration 9F (101806.300000 sec): 3 clusters
  Score: Raw -3121493.458547 + Penalty 3316.972930 = -3118176.485617
  nChanged 1320
		SP:Iteration 10Q (101806.710000 sec): 3 clusters
  Score: Raw -3122210.362382 + Penalty 3316.972930 = -3118893.389452
  nChanged 1116
		SP:Iteration 11Q (101807.030000 sec): 3 clusters
  Score: Raw -3122747.874846 + Penalty 3316.972930 = -3119430.901916
  nChanged 919
		SP:Iteration 12Q (101807.350000 sec): 3 clusters
  Score: Raw -3123121.345615 + Penalty 3316.972930 = -3119804.372685
  nChanged 714
		SP:Iteration 13Q (101807.720000 sec): 3 clusters
  Score: Raw -3123365.404311 + Penalty 3316.972930 = -3120048.431382
  nChanged 568
		SP:Iteration 14Q (101808.020000 sec): 3 clusters
  Score: Raw -3123534.292369 + Penalty 3316.972930 = -3120217.319440
  nChanged 449
		SP:Iteration 15Q (101808.350000 sec): 3 clusters
  Score: Raw -3123653.249903 + Penalty 3316.972930 = -3120336.276973
  nChanged 399
		SP:Iteration 16Q (101808.640000 sec): 3 clusters
  Score: Raw -3123759.283119 + Penalty 3316.972930 = -3120442.310189
  nChanged 351
		SP:Iteration 17Q (101808.970000 sec): 3 clusters
  Score: Raw -3123842.092245 + Penalty 3316.972930 = -3120525.119315
  nChanged 309
		SP:Iteration 18Q (101809.320000 sec): 3 clusters
  Score: Raw -3123904.665890 + Penalty 3316.972930 = -3120587.692960
  nChanged 270
		SP:Iteration 19Q (101809.590000 sec): 3 clusters
  Score: Raw -3123964.868827 + Penalty 3316.972930 = -3120647.895897
  nChanged 259
		SP:Iteration 20F (101809.940000 sec): 3 clusters
  Score: Raw -3124019.645962 + Penalty 3316.972930 = -3120702.673032
  nChanged 266
		SP:Iteration 21Q (101810.230000 sec): 3 clusters
  Score: Raw -3124079.208400 + Penalty 3316.972930 = -3120762.235470
  nChanged 267
		SP:Iteration 22Q (101810.560000 sec): 3 clusters
  Score: Raw -3124146.588676 + Penalty 3316.972930 = -3120829.615746
  nChanged 300
		SP:Iteration 23Q (101810.880000 sec): 3 clusters
  Score: Raw -3124231.526840 + Penalty 3316.972930 = -3120914.553910
  nChanged 325
		SP:Iteration 24Q (101811.210000 sec): 3 clusters
  Score: Raw -3124322.166507 + Penalty 3316.972930 = -3121005.193578
  nChanged 316
		SP:Iteration 25Q (101811.530000 sec): 3 clusters
  Score: Raw -3124408.898912 + Penalty 3316.972930 = -3121091.925982
  nChanged 311
		SP:Iteration 26Q (101811.920000 sec): 3 clusters
  Score: Raw -3124490.726730 + Penalty 3316.972930 = -3121173.753800
  nChanged 312
		SP:Iteration 27Q (101812.260000 sec): 3 clusters
  Score: Raw -3124573.767336 + Penalty 3316.972930 = -3121256.794407
  nChanged 335
		SP:Iteration 28Q (101812.570000 sec): 3 clusters
  Score: Raw -3124677.716436 + Penalty 3316.972930 = -3121360.743506
  nChanged 361
		SP:Iteration 29Q (101812.910000 sec): 3 clusters
  Score: Raw -3124800.567408 + Penalty 3316.972930 = -3121483.594478
  nChanged 406
		SP:Iteration 30Q (101813.250000 sec): 3 clusters
  Score: Raw -3124958.466991 + Penalty 3316.972930 = -3121641.494062
  nChanged 426
		SP:Iteration 31Q (101813.590000 sec): 3 clusters
  Score: Raw -3125135.662016 + Penalty 3316.972930 = -3121818.689087
  nChanged 466
		SP:Iteration 32Q (101813.940000 sec): 3 clusters
  Score: Raw -3125345.935044 + Penalty 3316.972930 = -3122028.962114
  nChanged 475
		SP:Iteration 33Q (101814.200000 sec): 3 clusters
  Score: Raw -3125579.561195 + Penalty 3316.972930 = -3122262.588266
  nChanged 490
		SP:Iteration 34Q (101814.550000 sec): 3 clusters
  Score: Raw -3125822.163969 + Penalty 3316.972930 = -3122505.191040
  nChanged 467
		SP:Iteration 35Q (101814.860000 sec): 3 clusters
  Score: Raw -3126053.759559 + Penalty 3316.972930 = -3122736.786630
  nChanged 428
		SP:Iteration 36Q (101815.160000 sec): 3 clusters
  Score: Raw -3126273.444116 + Penalty 3316.972930 = -3122956.471186
  nChanged 402
		SP:Iteration 37Q (101815.500000 sec): 3 clusters
  Score: Raw -3126469.130151 + Penalty 3316.972930 = -3123152.157221
  nChanged 333
		SP:Iteration 38Q (101815.750000 sec): 3 clusters
  Score: Raw -3126637.125209 + Penalty 3316.972930 = -3123320.152279
  nChanged 309
		SP:Iteration 39Q (101816.020000 sec): 3 clusters
  Score: Raw -3126785.480290 + Penalty 3316.972930 = -3123468.507361
  nChanged 254
		SP:Iteration 40F (101816.340000 sec): 3 clusters
  Score: Raw -3126900.329268 + Penalty 3316.972930 = -3123583.356339
  nChanged 222
		SP:Iteration 41Q (101816.610000 sec): 3 clusters
  Score: Raw -3127001.697185 + Penalty 3316.972930 = -3123684.724255
  nChanged 183
		SP:Iteration 42Q (101816.950000 sec): 3 clusters
  Score: Raw -3127082.774513 + Penalty 3316.972930 = -3123765.801583
  nChanged 164
		SP:Iteration 43Q (101817.250000 sec): 3 clusters
  Score: Raw -3127140.954142 + Penalty 3316.972930 = -3123823.981212
  nChanged 124
		SP:Iteration 44Q (101817.590000 sec): 3 clusters
  Score: Raw -3127177.556949 + Penalty 3316.972930 = -3123860.584019
  nChanged 86
		SP:Iteration 45Q (101817.860000 sec): 3 clusters
  Score: Raw -3127199.463667 + Penalty 3316.972930 = -3123882.490737
  nChanged 62
		SP:Iteration 46Q (101818.170000 sec): 3 clusters
  Score: Raw -3127217.383776 + Penalty 3316.972930 = -3123900.410846
  nChanged 72
		SP:Iteration 47Q (101818.450000 sec): 3 clusters
  Score: Raw -3127236.354935 + Penalty 3316.972930 = -3123919.382006
  nChanged 43
		SP:Iteration 48Q (101818.730000 sec): 3 clusters
  Score: Raw -3127248.025327 + Penalty 3316.972930 = -3123931.052398
  nChanged 42
		SP:Iteration 49Q (101818.990000 sec): 3 clusters
  Score: Raw -3127257.945034 + Penalty 3316.972930 = -3123940.972105
  nChanged 30
		SP:Iteration 50Q (101819.280000 sec): 3 clusters
  Score: Raw -3127264.906094 + Penalty 3316.972930 = -3123947.933164
  nChanged 26
		SP:Iteration 51Q (101819.590000 sec): 3 clusters
  Score: Raw -3127271.112888 + Penalty 3316.972930 = -3123954.139959
  nChanged 35
		SP:Iteration 52Q (101819.870000 sec): 3 clusters
  Score: Raw -3127279.203672 + Penalty 3316.972930 = -3123962.230743
  nChanged 25
		SP:Iteration 53Q (101820.210000 sec): 3 clusters
  Score: Raw -3127284.297970 + Penalty 3316.972930 = -3123967.325040
  nChanged 18
		SP:Iteration 54Q (101820.540000 sec): 3 clusters
  Score: Raw -3127287.736968 + Penalty 3316.972930 = -3123970.764038
  nChanged 14
		SP:Iteration 55Q (101820.850000 sec): 3 clusters
  Score: Raw -3127290.711983 + Penalty 3316.972930 = -3123973.739053
  nChanged 14
		SP:Iteration 56Q (101821.140000 sec): 3 clusters
  Score: Raw -3127293.657276 + Penalty 3316.972930 = -3123976.684346
  nChanged 13
		SP:Iteration 57Q (101821.510000 sec): 3 clusters
  Score: Raw -3127295.622791 + Penalty 3316.972930 = -3123978.649862
  nChanged 7
		SP:Iteration 58Q (101821.830000 sec): 3 clusters
  Score: Raw -3127296.636835 + Penalty 3316.972930 = -3123979.663906
  nChanged 9
		SP:Iteration 59Q (101822.140000 sec): 3 clusters
  Score: Raw -3127298.165744 + Penalty 3316.972930 = -3123981.192814
  nChanged 8
		SP:Iteration 60F (101822.480000 sec): 3 clusters
  Score: Raw -3127299.126188 + Penalty 3316.972930 = -3123982.153258
  nChanged 3
		SP:Iteration 61Q (101822.810000 sec): 3 clusters
  Score: Raw -3127299.544832 + Penalty 3316.972930 = -3123982.571903
  nChanged 2
		SP:Iteration 62Q (101823.190000 sec): 3 clusters
  Score: Raw -3127299.745264 + Penalty 3316.972930 = -3123982.772334
  nChanged 0
		SP:Iteration 63F (101823.530000 sec): 3 clusters
  Score: Raw -3127299.745264 + Penalty 3316.972930 = -3123982.772334
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101823.690000 sec): 2 clusters
  Score: Raw -43762.826522 + Penalty 984.227402 = -42778.599119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101823.880000 sec): 3 clusters
  Score: Raw -43729.319428 + Penalty 1968.454804 = -41760.864624
  nChanged 89
		SP:Iteration 1F (101824.050000 sec): 3 clusters
  Score: Raw -43960.802534 + Penalty 1968.454804 = -41992.347730
  nChanged 33
		SP:Iteration 2F (101824.180000 sec): 3 clusters
  Score: Raw -44042.327282 + Penalty 1968.454804 = -42073.872477
  nChanged 23
		SP:Iteration 3F (101824.400000 sec): 3 clusters
  Score: Raw -44099.259921 + Penalty 1968.454804 = -42130.805117
  nChanged 14
		SP:Iteration 4Q (101824.590000 sec): 3 clusters
  Score: Raw -44135.472459 + Penalty 1968.454804 = -42167.017655
  nChanged 13
		SP:Iteration 5Q (101824.690000 sec): 3 clusters
  Score: Raw -44173.779324 + Penalty 1968.454804 = -42205.324520
  nChanged 10
		SP:Iteration 6Q (101824.840000 sec): 3 clusters
  Score: Raw -44193.462799 + Penalty 1968.454804 = -42225.007995
  nChanged 5
		SP:Iteration 7Q (101824.970000 sec): 3 clusters
  Score: Raw -44210.763301 + Penalty 1968.454804 = -42242.308497
  nChanged 3
		SP:Iteration 8Q (101825.180000 sec): 3 clusters
  Score: Raw -44225.240761 + Penalty 1968.454804 = -42256.785957
  nChanged 2
		SP:Iteration 9Q (101825.340000 sec): 3 clusters
  Score: Raw -44228.051816 + Penalty 1968.454804 = -42259.597012
  nChanged 1
		SP:Iteration 10Q (101825.520000 sec): 3 clusters
  Score: Raw -44232.898708 + Penalty 1968.454804 = -42264.443904
  nChanged 0
		SP:Iteration 11F (101825.670000 sec): 3 clusters
  Score: Raw -44232.898708 + Penalty 1968.454804 = -42264.443904
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (4046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101825.780000 sec): 2 clusters
  Score: Raw -476636.952764 + Penalty 1349.641153 = -475287.311611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101826.030000 sec): 3 clusters
  Score: Raw -474582.782365 + Penalty 2699.282306 = -471883.500060
  nChanged 1627
		SP:Iteration 1F (101826.260000 sec): 3 clusters
  Score: Raw -475461.681933 + Penalty 2699.282306 = -472762.399628
  nChanged 303
		SP:Iteration 2F (101826.440000 sec): 3 clusters
  Score: Raw -475627.755157 + Penalty 2699.282306 = -472928.472851
  nChanged 223
		SP:Iteration 3F (101826.620000 sec): 3 clusters
  Score: Raw -475754.229030 + Penalty 2699.282306 = -473054.946724
  nChanged 187
		SP:Iteration 4Q (101826.840000 sec): 3 clusters
  Score: Raw -475853.598777 + Penalty 2699.282306 = -473154.316471
  nChanged 164
		SP:Iteration 5Q (101826.990000 sec): 3 clusters
  Score: Raw -475945.072218 + Penalty 2699.282306 = -473245.789913
  nChanged 148
		SP:Iteration 6Q (101827.220000 sec): 3 clusters
  Score: Raw -476031.495742 + Penalty 2699.282306 = -473332.213437
  nChanged 144
		SP:Iteration 7Q (101827.400000 sec): 3 clusters
  Score: Raw -476118.323497 + Penalty 2699.282306 = -473419.041191
  nChanged 142
		SP:Iteration 8Q (101827.570000 sec): 3 clusters
  Score: Raw -476200.681500 + Penalty 2699.282306 = -473501.399195
  nChanged 110
		SP:Iteration 9Q (101827.800000 sec): 3 clusters
  Score: Raw -476258.079099 + Penalty 2699.282306 = -473558.796794
  nChanged 96
		SP:Iteration 10Q (101827.990000 sec): 3 clusters
  Score: Raw -476311.881132 + Penalty 2699.282306 = -473612.598827
  nChanged 96
		SP:Iteration 11Q (101828.200000 sec): 3 clusters
  Score: Raw -476365.070346 + Penalty 2699.282306 = -473665.788040
  nChanged 90
		SP:Iteration 12Q (101828.360000 sec): 3 clusters
  Score: Raw -476427.496683 + Penalty 2699.282306 = -473728.214377
  nChanged 85
		SP:Iteration 13Q (101828.560000 sec): 3 clusters
  Score: Raw -476477.598295 + Penalty 2699.282306 = -473778.315989
  nChanged 79
		SP:Iteration 14Q (101828.780000 sec): 3 clusters
  Score: Raw -476528.161849 + Penalty 2699.282306 = -473828.879544
  nChanged 66
		SP:Iteration 15Q (101828.980000 sec): 3 clusters
  Score: Raw -476564.265556 + Penalty 2699.282306 = -473864.983251
  nChanged 56
		SP:Iteration 16Q (101829.120000 sec): 3 clusters
  Score: Raw -476600.172026 + Penalty 2699.282306 = -473900.889721
  nChanged 52
		SP:Iteration 17Q (101829.280000 sec): 3 clusters
  Score: Raw -476634.951902 + Penalty 2699.282306 = -473935.669596
  nChanged 61
		SP:Iteration 18Q (101829.460000 sec): 3 clusters
  Score: Raw -476669.570065 + Penalty 2699.282306 = -473970.287760
  nChanged 41
		SP:Iteration 19Q (101829.680000 sec): 3 clusters
  Score: Raw -476696.490278 + Penalty 2699.282306 = -473997.207972
  nChanged 42
		SP:Iteration 20F (101829.850000 sec): 3 clusters
  Score: Raw -476724.893261 + Penalty 2699.282306 = -474025.610955
  nChanged 38
		SP:Iteration 21Q (101830.020000 sec): 3 clusters
  Score: Raw -476751.020508 + Penalty 2699.282306 = -474051.738203
  nChanged 31
		SP:Iteration 22Q (101830.180000 sec): 3 clusters
  Score: Raw -476771.914588 + Penalty 2699.282306 = -474072.632282
  nChanged 23
		SP:Iteration 23Q (101830.370000 sec): 3 clusters
  Score: Raw -476786.248791 + Penalty 2699.282306 = -474086.966485
  nChanged 15
		SP:Iteration 24Q (101830.650000 sec): 3 clusters
  Score: Raw -476794.047866 + Penalty 2699.282306 = -474094.765560
  nChanged 10
		SP:Iteration 25Q (101830.840000 sec): 3 clusters
  Score: Raw -476799.213927 + Penalty 2699.282306 = -474099.931622
  nChanged 13
		SP:Iteration 26Q (101831.020000 sec): 3 clusters
  Score: Raw -476807.199233 + Penalty 2699.282306 = -474107.916927
  nChanged 18
		SP:Iteration 27Q (101831.140000 sec): 3 clusters
  Score: Raw -476820.053206 + Penalty 2699.282306 = -474120.770900
  nChanged 14
		SP:Iteration 28Q (101831.340000 sec): 3 clusters
  Score: Raw -476831.501134 + Penalty 2699.282306 = -474132.218828
  nChanged 14
		SP:Iteration 29Q (101831.520000 sec): 3 clusters
  Score: Raw -476838.774105 + Penalty 2699.282306 = -474139.491799
  nChanged 4
		SP:Iteration 30Q (101831.680000 sec): 3 clusters
  Score: Raw -476840.998404 + Penalty 2699.282306 = -474141.716099
  nChanged 5
		SP:Iteration 31Q (101831.880000 sec): 3 clusters
  Score: Raw -476843.529740 + Penalty 2699.282306 = -474144.247434
  nChanged 4
		SP:Iteration 32Q (101832.090000 sec): 3 clusters
  Score: Raw -476844.883065 + Penalty 2699.282306 = -474145.600759
  nChanged 3
		SP:Iteration 33Q (101832.230000 sec): 3 clusters
  Score: Raw -476846.061471 + Penalty 2699.282306 = -474146.779165
  nChanged 2
		SP:Iteration 34Q (101832.430000 sec): 3 clusters
  Score: Raw -476846.686412 + Penalty 2699.282306 = -474147.404106
  nChanged 0
		SP:Iteration 35F (101832.600000 sec): 3 clusters
  Score: Raw -476846.686412 + Penalty 2699.282306 = -474147.404106
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101832.740000 sec): 2 clusters
  Score: Raw -84796.133376 + Penalty 1068.223027 = -83727.910348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101832.960000 sec): 3 clusters
  Score: Raw -84644.763291 + Penalty 2136.446054 = -82508.317237
  nChanged 195
		SP:Iteration 1F (101833.200000 sec): 3 clusters
  Score: Raw -84895.207577 + Penalty 2136.446054 = -82758.761522
  nChanged 79
		SP:Iteration 2F (101833.400000 sec): 3 clusters
  Score: Raw -85082.666061 + Penalty 2136.446054 = -82946.220006
  nChanged 59
		SP:Iteration 3F (101833.600000 sec): 3 clusters
  Score: Raw -85228.202070 + Penalty 2136.446054 = -83091.756016
  nChanged 41
		SP:Iteration 4F (101833.800000 sec): 3 clusters
  Score: Raw -85322.442190 + Penalty 2136.446054 = -83185.996135
  nChanged 20
		SP:Iteration 5Q (101833.950000 sec): 3 clusters
  Score: Raw -85362.632347 + Penalty 2136.446054 = -83226.186293
  nChanged 12
		SP:Iteration 6Q (101834.140000 sec): 3 clusters
  Score: Raw -85399.148978 + Penalty 2136.446054 = -83262.702923
  nChanged 6
		SP:Iteration 7Q (101834.260000 sec): 3 clusters
  Score: Raw -85407.919923 + Penalty 2136.446054 = -83271.473869
  nChanged 3
		SP:Iteration 8Q (101834.430000 sec): 3 clusters
  Score: Raw -85416.246844 + Penalty 2136.446054 = -83279.800790
  nChanged 2
		SP:Iteration 9Q (101834.650000 sec): 3 clusters
  Score: Raw -85421.147587 + Penalty 2136.446054 = -83284.701533
  nChanged 3
		SP:Iteration 10Q (101834.780000 sec): 3 clusters
  Score: Raw -85426.102359 + Penalty 2136.446054 = -83289.656305
  nChanged 1
		SP:Iteration 11Q (101834.930000 sec): 3 clusters
  Score: Raw -85428.740137 + Penalty 2136.446054 = -83292.294083
  nChanged 0
		SP:Iteration 12F (101835.080000 sec): 3 clusters
  Score: Raw -85428.740137 + Penalty 2136.446054 = -83292.294083
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101835.180000 sec): 2 clusters
  Score: Raw -207839.217142 + Penalty 1228.766784 = -206610.450358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101835.400000 sec): 3 clusters
  Score: Raw -207007.604139 + Penalty 2457.533567 = -204550.070572
  nChanged 688
		SP:Iteration 1F (101835.580000 sec): 3 clusters
  Score: Raw -207512.658095 + Penalty 2457.533567 = -205055.124528
  nChanged 155
		SP:Iteration 2F (101835.780000 sec): 3 clusters
  Score: Raw -207634.502610 + Penalty 2457.533567 = -205176.969042
  nChanged 91
		SP:Iteration 3Q (101836.000000 sec): 3 clusters
  Score: Raw -207726.464312 + Penalty 2457.533567 = -205268.930745
  nChanged 90
		SP:Iteration 4Q (101836.200000 sec): 3 clusters
  Score: Raw -207814.655066 + Penalty 2457.533567 = -205357.121498
  nChanged 82
		SP:Iteration 5Q (101836.370000 sec): 3 clusters
  Score: Raw -207884.456646 + Penalty 2457.533567 = -205426.923078
  nChanged 64
		SP:Iteration 6Q (101836.530000 sec): 3 clusters
  Score: Raw -207936.146721 + Penalty 2457.533567 = -205478.613153
  nChanged 47
		SP:Iteration 7Q (101836.760000 sec): 3 clusters
  Score: Raw -207980.474874 + Penalty 2457.533567 = -205522.941306
  nChanged 52
		SP:Iteration 8Q (101836.880000 sec): 3 clusters
  Score: Raw -208030.287129 + Penalty 2457.533567 = -205572.753561
  nChanged 36
		SP:Iteration 9Q (101837.080000 sec): 3 clusters
  Score: Raw -208060.964344 + Penalty 2457.533567 = -205603.430777
  nChanged 30
		SP:Iteration 10Q (101837.220000 sec): 3 clusters
  Score: Raw -208084.969105 + Penalty 2457.533567 = -205627.435538
  nChanged 21
		SP:Iteration 11Q (101837.480000 sec): 3 clusters
  Score: Raw -208095.769346 + Penalty 2457.533567 = -205638.235778
  nChanged 18
		SP:Iteration 12Q (101837.640000 sec): 3 clusters
  Score: Raw -208110.470295 + Penalty 2457.533567 = -205652.936728
  nChanged 21
		SP:Iteration 13Q (101837.840000 sec): 3 clusters
  Score: Raw -208125.883541 + Penalty 2457.533567 = -205668.349973
  nChanged 23
		SP:Iteration 14Q (101838.000000 sec): 3 clusters
  Score: Raw -208142.745318 + Penalty 2457.533567 = -205685.211751
  nChanged 25
		SP:Iteration 15Q (101838.150000 sec): 3 clusters
  Score: Raw -208159.784060 + Penalty 2457.533567 = -205702.250492
  nChanged 23
		SP:Iteration 16Q (101838.360000 sec): 3 clusters
  Score: Raw -208173.810850 + Penalty 2457.533567 = -205716.277283
  nChanged 13
		SP:Iteration 17Q (101838.540000 sec): 3 clusters
  Score: Raw -208182.061807 + Penalty 2457.533567 = -205724.528240
  nChanged 9
		SP:Iteration 18Q (101838.720000 sec): 3 clusters
  Score: Raw -208191.299180 + Penalty 2457.533567 = -205733.765613
  nChanged 10
		SP:Iteration 19Q (101838.870000 sec): 3 clusters
  Score: Raw -208201.706227 + Penalty 2457.533567 = -205744.172659
  nChanged 20
		SP:Iteration 20F (101839.070000 sec): 3 clusters
  Score: Raw -208218.299668 + Penalty 2457.533567 = -205760.766101
  nChanged 16
		SP:Iteration 21Q (101839.250000 sec): 3 clusters
  Score: Raw -208230.792819 + Penalty 2457.533567 = -205773.259252
  nChanged 14
		SP:Iteration 22Q (101839.430000 sec): 3 clusters
  Score: Raw -208238.719304 + Penalty 2457.533567 = -205781.185737
  nChanged 13
		SP:Iteration 23Q (101839.600000 sec): 3 clusters
  Score: Raw -208246.860346 + Penalty 2457.533567 = -205789.326779
  nChanged 7
		SP:Iteration 24Q (101839.780000 sec): 3 clusters
  Score: Raw -208250.137459 + Penalty 2457.533567 = -205792.603891
  nChanged 4
		SP:Iteration 25Q (101839.940000 sec): 3 clusters
  Score: Raw -208253.131061 + Penalty 2457.533567 = -205795.597494
  nChanged 6
		SP:Iteration 26Q (101840.080000 sec): 3 clusters
  Score: Raw -208257.451425 + Penalty 2457.533567 = -205799.917858
  nChanged 8
		SP:Iteration 27Q (101840.230000 sec): 3 clusters
  Score: Raw -208262.539685 + Penalty 2457.533567 = -205805.006118
  nChanged 8
		SP:Iteration 28Q (101840.400000 sec): 3 clusters
  Score: Raw -208267.983808 + Penalty 2457.533567 = -205810.450241
  nChanged 13
		SP:Iteration 29Q (101840.580000 sec): 3 clusters
  Score: Raw -208277.098182 + Penalty 2457.533567 = -205819.564615
  nChanged 9
		SP:Iteration 30Q (101840.750000 sec): 3 clusters
  Score: Raw -208282.537081 + Penalty 2457.533567 = -205825.003514
  nChanged 7
		SP:Iteration 31Q (101840.960000 sec): 3 clusters
  Score: Raw -208287.426917 + Penalty 2457.533567 = -205829.893350
  nChanged 6
		SP:Iteration 32Q (101841.090000 sec): 3 clusters
  Score: Raw -208290.137359 + Penalty 2457.533567 = -205832.603792
  nChanged 4
		SP:Iteration 33Q (101841.280000 sec): 3 clusters
  Score: Raw -208292.212009 + Penalty 2457.533567 = -205834.678441
  nChanged 4
		SP:Iteration 34Q (101841.440000 sec): 3 clusters
  Score: Raw -208293.908071 + Penalty 2457.533567 = -205836.374504
  nChanged 1
		SP:Iteration 35Q (101841.580000 sec): 3 clusters
  Score: Raw -208294.112525 + Penalty 2457.533567 = -205836.578958
  nChanged 2
		SP:Iteration 36Q (101841.750000 sec): 3 clusters
  Score: Raw -208295.234448 + Penalty 2457.533567 = -205837.700880
  nChanged 0
		SP:Iteration 37F (101841.920000 sec): 3 clusters
  Score: Raw -208295.234448 + Penalty 2457.533567 = -205837.700880
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101842.040000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101842.250000 sec): 3 clusters
  Score: Raw -17751.040791 + Penalty 1706.988864 = -16044.051927
  nChanged 28
		SP:Iteration 1F (101842.400000 sec): 3 clusters
  Score: Raw -17857.013732 + Penalty 1706.988864 = -16150.024868
  nChanged 10
		SP:Iteration 2F (101842.620000 sec): 3 clusters
  Score: Raw -17902.809774 + Penalty 1706.988864 = -16195.820910
  nChanged 7
		SP:Iteration 3Q (101842.800000 sec): 3 clusters
  Score: Raw -17923.079190 + Penalty 1706.988864 = -16216.090326
  nChanged 3
		SP:Iteration 4Q (101842.990000 sec): 3 clusters
  Score: Raw -17936.308544 + Penalty 1706.988864 = -16229.319679
  nChanged 2
		SP:Iteration 5Q (101843.200000 sec): 3 clusters
  Score: Raw -17950.636435 + Penalty 1706.988864 = -16243.647571
  nChanged 2
		SP:Iteration 6Q (101843.380000 sec): 3 clusters
  Score: Raw -17966.495458 + Penalty 1706.988864 = -16259.506593
  nChanged 1
		SP:Iteration 7Q (101843.550000 sec): 3 clusters
  Score: Raw -17979.765211 + Penalty 1706.988864 = -16272.776346
  nChanged 1
		SP:Iteration 8Q (101843.740000 sec): 3 clusters
  Score: Raw -17998.126700 + Penalty 1706.988864 = -16291.137836
  nChanged 0
		SP:Iteration 9F (101843.860000 sec): 3 clusters
  Score: Raw -17998.126700 + Penalty 1706.988864 = -16291.137836
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101844.010000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101844.240000 sec): 3 clusters
  Score: Raw -13426.149107 + Penalty 1626.282549 = -11799.866557
  nChanged 14
		SP:Iteration 1F (101844.460000 sec): 3 clusters
  Score: Raw -13471.551048 + Penalty 1626.282549 = -11845.268499
  nChanged 7
		SP:Iteration 2Q (101844.670000 sec): 3 clusters
  Score: Raw -13543.155068 + Penalty 1626.282549 = -11916.872519
  nChanged 4
		SP:Iteration 3Q (101844.830000 sec): 3 clusters
  Score: Raw -13554.574664 + Penalty 1626.282549 = -11928.292115
  nChanged 2
		SP:Iteration 4Q (101845.040000 sec): 3 clusters
  Score: Raw -13558.590245 + Penalty 1626.282549 = -11932.307695
  nChanged 3
		SP:Iteration 5Q (101845.220000 sec): 3 clusters
  Score: Raw -13571.839228 + Penalty 1626.282549 = -11945.556679
  nChanged 0
		SP:Iteration 6F (101845.380000 sec): 3 clusters
  Score: Raw -13571.839228 + Penalty 1626.282549 = -11945.556679
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (18436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101845.590000 sec): 2 clusters
  Score: Raw -1772696.326908 + Penalty 1596.084840 = -1771100.242068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101845.880000 sec): 3 clusters
  Score: Raw -1761831.684496 + Penalty 3192.169680 = -1758639.514816
  nChanged 8195
		SP:Iteration 1F (101846.230000 sec): 3 clusters
  Score: Raw -1766863.423398 + Penalty 3192.169680 = -1763671.253718
  nChanged 1333
		SP:Iteration 2F (101846.530000 sec): 3 clusters
  Score: Raw -1767660.862985 + Penalty 3192.169680 = -1764468.693305
  nChanged 1262
		SP:Iteration 3F (101846.760000 sec): 3 clusters
  Score: Raw -1768369.475636 + Penalty 3192.169680 = -1765177.305956
  nChanged 1074
		SP:Iteration 4F (101847.040000 sec): 3 clusters
  Score: Raw -1768946.092782 + Penalty 3192.169680 = -1765753.923102
  nChanged 994
		SP:Iteration 5F (101847.340000 sec): 3 clusters
  Score: Raw -1769432.736276 + Penalty 3192.169680 = -1766240.566596
  nChanged 821
		SP:Iteration 6Q (101847.630000 sec): 3 clusters
  Score: Raw -1769804.140183 + Penalty 3192.169680 = -1766611.970503
  nChanged 693
		SP:Iteration 7Q (101848.000000 sec): 3 clusters
  Score: Raw -1770135.895212 + Penalty 3192.169680 = -1766943.725532
  nChanged 677
		SP:Iteration 8Q (101848.310000 sec): 3 clusters
  Score: Raw -1770471.095051 + Penalty 3192.169680 = -1767278.925371
  nChanged 641
		SP:Iteration 9Q (101848.640000 sec): 3 clusters
  Score: Raw -1770776.668103 + Penalty 3192.169680 = -1767584.498423
  nChanged 576
		SP:Iteration 10Q (101848.920000 sec): 3 clusters
  Score: Raw -1771036.681779 + Penalty 3192.169680 = -1767844.512099
  nChanged 527
		SP:Iteration 11Q (101849.210000 sec): 3 clusters
  Score: Raw -1771304.546203 + Penalty 3192.169680 = -1768112.376523
  nChanged 530
		SP:Iteration 12Q (101849.480000 sec): 3 clusters
  Score: Raw -1771582.786351 + Penalty 3192.169680 = -1768390.616671
  nChanged 479
		SP:Iteration 13Q (101849.770000 sec): 3 clusters
  Score: Raw -1771850.625645 + Penalty 3192.169680 = -1768658.455965
  nChanged 398
		SP:Iteration 14Q (101850.030000 sec): 3 clusters
  Score: Raw -1772060.677208 + Penalty 3192.169680 = -1768868.507528
  nChanged 341
		SP:Iteration 15Q (101850.340000 sec): 3 clusters
  Score: Raw -1772226.835900 + Penalty 3192.169680 = -1769034.666220
  nChanged 280
		SP:Iteration 16Q (101850.640000 sec): 3 clusters
  Score: Raw -1772371.099517 + Penalty 3192.169680 = -1769178.929837
  nChanged 227
		SP:Iteration 17Q (101850.950000 sec): 3 clusters
  Score: Raw -1772495.016235 + Penalty 3192.169680 = -1769302.846555
  nChanged 184
		SP:Iteration 18Q (101851.240000 sec): 3 clusters
  Score: Raw -1772603.688368 + Penalty 3192.169680 = -1769411.518688
  nChanged 137
		SP:Iteration 19Q (101851.560000 sec): 3 clusters
  Score: Raw -1772682.793222 + Penalty 3192.169680 = -1769490.623542
  nChanged 127
		SP:Iteration 20F (101851.890000 sec): 3 clusters
  Score: Raw -1772754.244535 + Penalty 3192.169680 = -1769562.074855
  nChanged 100
		SP:Iteration 21Q (101852.170000 sec): 3 clusters
  Score: Raw -1772809.087393 + Penalty 3192.169680 = -1769616.917713
  nChanged 78
		SP:Iteration 22Q (101852.410000 sec): 3 clusters
  Score: Raw -1772851.585363 + Penalty 3192.169680 = -1769659.415683
  nChanged 67
		SP:Iteration 23Q (101852.680000 sec): 3 clusters
  Score: Raw -1772888.514838 + Penalty 3192.169680 = -1769696.345158
  nChanged 55
		SP:Iteration 24Q (101852.890000 sec): 3 clusters
  Score: Raw -1772921.746313 + Penalty 3192.169680 = -1769729.576633
  nChanged 43
		SP:Iteration 25Q (101853.230000 sec): 3 clusters
  Score: Raw -1772944.021965 + Penalty 3192.169680 = -1769751.852285
  nChanged 36
		SP:Iteration 26Q (101853.570000 sec): 3 clusters
  Score: Raw -1772959.739035 + Penalty 3192.169680 = -1769767.569355
  nChanged 35
		SP:Iteration 27Q (101853.860000 sec): 3 clusters
  Score: Raw -1772978.515702 + Penalty 3192.169680 = -1769786.346022
  nChanged 25
		SP:Iteration 28Q (101854.120000 sec): 3 clusters
  Score: Raw -1772988.866192 + Penalty 3192.169680 = -1769796.696512
  nChanged 15
		SP:Iteration 29Q (101854.410000 sec): 3 clusters
  Score: Raw -1772995.807743 + Penalty 3192.169680 = -1769803.638063
  nChanged 13
		SP:Iteration 30Q (101854.690000 sec): 3 clusters
  Score: Raw -1773001.591368 + Penalty 3192.169680 = -1769809.421688
  nChanged 10
		SP:Iteration 31Q (101854.980000 sec): 3 clusters
  Score: Raw -1773006.008078 + Penalty 3192.169680 = -1769813.838398
  nChanged 11
		SP:Iteration 32Q (101855.230000 sec): 3 clusters
  Score: Raw -1773011.904989 + Penalty 3192.169680 = -1769819.735309
  nChanged 13
		SP:Iteration 33Q (101855.490000 sec): 3 clusters
  Score: Raw -1773020.778586 + Penalty 3192.169680 = -1769828.608906
  nChanged 15
		SP:Iteration 34Q (101855.760000 sec): 3 clusters
  Score: Raw -1773030.637071 + Penalty 3192.169680 = -1769838.467391
  nChanged 11
		SP:Iteration 35Q (101856.030000 sec): 3 clusters
  Score: Raw -1773035.799332 + Penalty 3192.169680 = -1769843.629652
  nChanged 5
		SP:Iteration 36Q (101856.300000 sec): 3 clusters
  Score: Raw -1773038.028894 + Penalty 3192.169680 = -1769845.859214
  nChanged 3
		SP:Iteration 37Q (101856.610000 sec): 3 clusters
  Score: Raw -1773041.147855 + Penalty 3192.169680 = -1769848.978175
  nChanged 7
		SP:Iteration 38Q (101856.890000 sec): 3 clusters
  Score: Raw -1773045.252347 + Penalty 3192.169680 = -1769853.082667
  nChanged 6
		SP:Iteration 39Q (101857.200000 sec): 3 clusters
  Score: Raw -1773047.033734 + Penalty 3192.169680 = -1769854.864054
  nChanged 7
		SP:Iteration 40F (101857.460000 sec): 3 clusters
  Score: Raw -1773051.333880 + Penalty 3192.169680 = -1769859.164200
  nChanged 8
		SP:Iteration 41Q (101857.780000 sec): 3 clusters
  Score: Raw -1773054.771737 + Penalty 3192.169680 = -1769862.602057
  nChanged 6
		SP:Iteration 42Q (101857.990000 sec): 3 clusters
  Score: Raw -1773058.437934 + Penalty 3192.169680 = -1769866.268254
  nChanged 8
		SP:Iteration 43Q (101858.230000 sec): 3 clusters
  Score: Raw -1773062.382469 + Penalty 3192.169680 = -1769870.212789
  nChanged 4
		SP:Iteration 44Q (101858.430000 sec): 3 clusters
  Score: Raw -1773066.208514 + Penalty 3192.169680 = -1769874.038834
  nChanged 7
		SP:Iteration 45Q (101858.670000 sec): 3 clusters
  Score: Raw -1773069.487628 + Penalty 3192.169680 = -1769877.317948
  nChanged 4
		SP:Iteration 46Q (101858.980000 sec): 3 clusters
  Score: Raw -1773071.884364 + Penalty 3192.169680 = -1769879.714684
  nChanged 2
		SP:Iteration 47Q (101859.240000 sec): 3 clusters
  Score: Raw -1773072.902622 + Penalty 3192.169680 = -1769880.732942
  nChanged 1
		SP:Iteration 48Q (101859.480000 sec): 3 clusters
  Score: Raw -1773073.977816 + Penalty 3192.169680 = -1769881.808136
  nChanged 2
		SP:Iteration 49Q (101859.790000 sec): 3 clusters
  Score: Raw -1773074.426795 + Penalty 3192.169680 = -1769882.257115
  nChanged 2
		SP:Iteration 50Q (101860.050000 sec): 3 clusters
  Score: Raw -1773075.621841 + Penalty 3192.169680 = -1769883.452161
  nChanged 3
		SP:Iteration 51Q (101860.310000 sec): 3 clusters
  Score: Raw -1773076.847510 + Penalty 3192.169680 = -1769884.677830
  nChanged 2
		SP:Iteration 52Q (101860.630000 sec): 3 clusters
  Score: Raw -1773077.696872 + Penalty 3192.169680 = -1769885.527192
  nChanged 2
		SP:Iteration 53Q (101860.890000 sec): 3 clusters
  Score: Raw -1773078.223150 + Penalty 3192.169680 = -1769886.053470
  nChanged 1
		SP:Iteration 54Q (101861.120000 sec): 3 clusters
  Score: Raw -1773078.687965 + Penalty 3192.169680 = -1769886.518285
  nChanged 1
		SP:Iteration 55Q (101861.360000 sec): 3 clusters
  Score: Raw -1773078.860762 + Penalty 3192.169680 = -1769886.691082
  nChanged 2
		SP:Iteration 56Q (101861.610000 sec): 3 clusters
  Score: Raw -1773079.495580 + Penalty 3192.169680 = -1769887.325900
  nChanged 0
		SP:Iteration 57F (101861.950000 sec): 3 clusters
  Score: Raw -1773079.495580 + Penalty 3192.169680 = -1769887.325900
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101862.130000 sec): 2 clusters
  Score: Raw -1310244.647052 + Penalty 1520.321569 = -1308724.325484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101862.420000 sec): 3 clusters
  Score: Raw -1303604.606969 + Penalty 3040.643138 = -1300563.963832
  nChanged 5033
		SP:Iteration 1F (101862.700000 sec): 3 clusters
  Score: Raw -1306458.110857 + Penalty 3040.643138 = -1303417.467719
  nChanged 778
		SP:Iteration 2F (101862.950000 sec): 3 clusters
  Score: Raw -1306839.441466 + Penalty 3040.643138 = -1303798.798329
  nChanged 653
		SP:Iteration 3F (101863.210000 sec): 3 clusters
  Score: Raw -1307157.460495 + Penalty 3040.643138 = -1304116.817357
  nChanged 546
		SP:Iteration 4Q (101863.450000 sec): 3 clusters
  Score: Raw -1307406.932034 + Penalty 3040.643138 = -1304366.288897
  nChanged 515
		SP:Iteration 5Q (101863.690000 sec): 3 clusters
  Score: Raw -1307661.392625 + Penalty 3040.643138 = -1304620.749488
  nChanged 515
		SP:Iteration 6Q (101863.970000 sec): 3 clusters
  Score: Raw -1307913.826753 + Penalty 3040.643138 = -1304873.183615
  nChanged 488
		SP:Iteration 7Q (101864.230000 sec): 3 clusters
  Score: Raw -1308165.725502 + Penalty 3040.643138 = -1305125.082365
  nChanged 456
		SP:Iteration 8Q (101864.480000 sec): 3 clusters
  Score: Raw -1308390.047071 + Penalty 3040.643138 = -1305349.403933
  nChanged 415
		SP:Iteration 9Q (101864.740000 sec): 3 clusters
  Score: Raw -1308597.850718 + Penalty 3040.643138 = -1305557.207581
  nChanged 408
		SP:Iteration 10Q (101865.020000 sec): 3 clusters
  Score: Raw -1308809.210189 + Penalty 3040.643138 = -1305768.567051
  nChanged 382
		SP:Iteration 11Q (101865.370000 sec): 3 clusters
  Score: Raw -1308996.771998 + Penalty 3040.643138 = -1305956.128860
  nChanged 342
		SP:Iteration 12Q (101865.570000 sec): 3 clusters
  Score: Raw -1309148.027730 + Penalty 3040.643138 = -1306107.384593
  nChanged 298
		SP:Iteration 13Q (101865.870000 sec): 3 clusters
  Score: Raw -1309272.099803 + Penalty 3040.643138 = -1306231.456665
  nChanged 250
		SP:Iteration 14Q (101866.140000 sec): 3 clusters
  Score: Raw -1309364.095185 + Penalty 3040.643138 = -1306323.452047
  nChanged 225
		SP:Iteration 15Q (101866.370000 sec): 3 clusters
  Score: Raw -1309430.308878 + Penalty 3040.643138 = -1306389.665740
  nChanged 167
		SP:Iteration 16Q (101866.660000 sec): 3 clusters
  Score: Raw -1309473.786299 + Penalty 3040.643138 = -1306433.143161
  nChanged 135
		SP:Iteration 17Q (101866.920000 sec): 3 clusters
  Score: Raw -1309506.114512 + Penalty 3040.643138 = -1306465.471374
  nChanged 102
		SP:Iteration 18Q (101867.270000 sec): 3 clusters
  Score: Raw -1309526.776519 + Penalty 3040.643138 = -1306486.133381
  nChanged 74
		SP:Iteration 19Q (101867.460000 sec): 3 clusters
  Score: Raw -1309540.240789 + Penalty 3040.643138 = -1306499.597651
  nChanged 66
		SP:Iteration 20F (101867.710000 sec): 3 clusters
  Score: Raw -1309553.910566 + Penalty 3040.643138 = -1306513.267428
  nChanged 66
		SP:Iteration 21Q (101868.000000 sec): 3 clusters
  Score: Raw -1309566.425758 + Penalty 3040.643138 = -1306525.782621
  nChanged 61
		SP:Iteration 22Q (101868.220000 sec): 3 clusters
  Score: Raw -1309577.106372 + Penalty 3040.643138 = -1306536.463234
  nChanged 57
		SP:Iteration 23Q (101868.500000 sec): 3 clusters
  Score: Raw -1309585.459615 + Penalty 3040.643138 = -1306544.816477
  nChanged 45
		SP:Iteration 24Q (101868.730000 sec): 3 clusters
  Score: Raw -1309590.858485 + Penalty 3040.643138 = -1306550.215347
  nChanged 34
		SP:Iteration 25Q (101869.000000 sec): 3 clusters
  Score: Raw -1309596.078690 + Penalty 3040.643138 = -1306555.435553
  nChanged 39
		SP:Iteration 26Q (101869.260000 sec): 3 clusters
  Score: Raw -1309601.379430 + Penalty 3040.643138 = -1306560.736293
  nChanged 34
		SP:Iteration 27Q (101869.540000 sec): 3 clusters
  Score: Raw -1309605.230645 + Penalty 3040.643138 = -1306564.587507
  nChanged 25
		SP:Iteration 28Q (101869.930000 sec): 3 clusters
  Score: Raw -1309607.853860 + Penalty 3040.643138 = -1306567.210722
  nChanged 18
		SP:Iteration 29Q (101870.220000 sec): 3 clusters
  Score: Raw -1309609.675473 + Penalty 3040.643138 = -1306569.032335
  nChanged 21
		SP:Iteration 30Q (101870.490000 sec): 3 clusters
  Score: Raw -1309612.342779 + Penalty 3040.643138 = -1306571.699642
  nChanged 16
		SP:Iteration 31Q (101870.730000 sec): 3 clusters
  Score: Raw -1309614.260805 + Penalty 3040.643138 = -1306573.617668
  nChanged 14
		SP:Iteration 32Q (101871.000000 sec): 3 clusters
  Score: Raw -1309615.665647 + Penalty 3040.643138 = -1306575.022509
  nChanged 13
		SP:Iteration 33Q (101871.240000 sec): 3 clusters
  Score: Raw -1309617.015319 + Penalty 3040.643138 = -1306576.372181
  nChanged 11
		SP:Iteration 34Q (101871.520000 sec): 3 clusters
  Score: Raw -1309617.887720 + Penalty 3040.643138 = -1306577.244583
  nChanged 8
		SP:Iteration 35Q (101871.830000 sec): 3 clusters
  Score: Raw -1309618.362926 + Penalty 3040.643138 = -1306577.719789
  nChanged 3
		SP:Iteration 36Q (101872.070000 sec): 3 clusters
  Score: Raw -1309618.556346 + Penalty 3040.643138 = -1306577.913209
  nChanged 5
		SP:Iteration 37Q (101872.320000 sec): 3 clusters
  Score: Raw -1309618.855397 + Penalty 3040.643138 = -1306578.212259
  nChanged 2
		SP:Iteration 38Q (101872.610000 sec): 3 clusters
  Score: Raw -1309618.978774 + Penalty 3040.643138 = -1306578.335637
  nChanged 1
		SP:Iteration 39Q (101872.880000 sec): 3 clusters
  Score: Raw -1309619.178458 + Penalty 3040.643138 = -1306578.535321
  nChanged 2
		SP:Iteration 40F (101873.160000 sec): 3 clusters
  Score: Raw -1309619.391561 + Penalty 3040.643138 = -1306578.748423
  nChanged 3
		SP:Iteration 41Q (101873.410000 sec): 3 clusters
  Score: Raw -1309619.694388 + Penalty 3040.643138 = -1306579.051251
  nChanged 0
		SP:Iteration 42F (101873.640000 sec): 3 clusters
  Score: Raw -1309619.694388 + Penalty 3040.643138 = -1306579.051251
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101873.770000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101873.930000 sec): 3 clusters
  Score: Raw -19185.483435 + Penalty 1726.791943 = -17458.691492
  nChanged 31
		SP:Iteration 1F (101874.120000 sec): 3 clusters
  Score: Raw -19331.213438 + Penalty 1726.791943 = -17604.421495
  nChanged 9
		SP:Iteration 2Q (101874.290000 sec): 3 clusters
  Score: Raw -19375.459494 + Penalty 1726.791943 = -17648.667551
  nChanged 9
		SP:Iteration 3Q (101874.510000 sec): 3 clusters
  Score: Raw -19414.047304 + Penalty 1726.791943 = -17687.255361
  nChanged 5
		SP:Iteration 4Q (101874.680000 sec): 3 clusters
  Score: Raw -19461.394533 + Penalty 1726.791943 = -17734.602590
  nChanged 6
		SP:Iteration 5Q (101874.850000 sec): 3 clusters
  Score: Raw -19725.550976 + Penalty 1726.791943 = -17998.759033
  nChanged 7
		SP:Iteration 6Q (101875.010000 sec): 3 clusters
  Score: Raw -19762.144796 + Penalty 1726.791943 = -18035.352852
  nChanged 5
		SP:Iteration 7Q (101875.250000 sec): 3 clusters
  Score: Raw -19782.651776 + Penalty 1726.791943 = -18055.859833
  nChanged 3
		SP:Iteration 8Q (101875.480000 sec): 3 clusters
  Score: Raw -19792.355055 + Penalty 1726.791943 = -18065.563112
  nChanged 0
		SP:Iteration 9F (101875.600000 sec): 3 clusters
  Score: Raw -19792.355055 + Penalty 1726.791943 = -18065.563112
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101875.740000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101875.870000 sec): 3 clusters
  Score: Raw -59578.725537 + Penalty 2047.755383 = -57530.970154
  nChanged 136
		SP:Iteration 1F (101876.020000 sec): 3 clusters
  Score: Raw -59771.761661 + Penalty 2047.755383 = -57724.006278
  nChanged 31
		SP:Iteration 2F (101876.140000 sec): 3 clusters
  Score: Raw -59822.799026 + Penalty 2047.755383 = -57775.043643
  nChanged 23
		SP:Iteration 3Q (101876.340000 sec): 3 clusters
  Score: Raw -59862.246668 + Penalty 2047.755383 = -57814.491285
  nChanged 15
		SP:Iteration 4Q (101876.530000 sec): 3 clusters
  Score: Raw -59887.875695 + Penalty 2047.755383 = -57840.120312
  nChanged 12
		SP:Iteration 5Q (101876.760000 sec): 3 clusters
  Score: Raw -59906.858397 + Penalty 2047.755383 = -57859.103014
  nChanged 3
		SP:Iteration 6Q (101876.940000 sec): 3 clusters
  Score: Raw -59911.521817 + Penalty 2047.755383 = -57863.766433
  nChanged 5
		SP:Iteration 7Q (101877.160000 sec): 3 clusters
  Score: Raw -59919.640495 + Penalty 2047.755383 = -57871.885112
  nChanged 4
		SP:Iteration 8Q (101877.330000 sec): 3 clusters
  Score: Raw -59923.715512 + Penalty 2047.755383 = -57875.960129
  nChanged 2
		SP:Iteration 9Q (101877.560000 sec): 3 clusters
  Score: Raw -59925.813012 + Penalty 2047.755383 = -57878.057629
  nChanged 0
		SP:Iteration 10F (101877.760000 sec): 3 clusters
  Score: Raw -59925.813012 + Penalty 2047.755383 = -57878.057629
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101877.890000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101878.060000 sec): 3 clusters
  Score: Raw -16818.094716 + Penalty 1663.347989 = -15154.746727
  nChanged 19
		SP:Iteration 1F (101878.180000 sec): 3 clusters
  Score: Raw -16875.613473 + Penalty 1663.347989 = -15212.265484
  nChanged 5
		SP:Iteration 2Q (101878.400000 sec): 3 clusters
  Score: Raw -16907.407781 + Penalty 1663.347989 = -15244.059792
  nChanged 0
		SP:Iteration 3F (101878.570000 sec): 3 clusters
  Score: Raw -16907.407781 + Penalty 1663.347989 = -15244.059792
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101878.750000 sec): 2 clusters
  Score: Raw -2056209.004137 + Penalty 1607.470024 = -2054601.534113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101879.040000 sec): 3 clusters
  Score: Raw -2044366.773554 + Penalty 3214.940047 = -2041151.833507
  nChanged 9005
		SP:Iteration 1F (101879.380000 sec): 3 clusters
  Score: Raw -2049369.847995 + Penalty 3214.940047 = -2046154.907947
  nChanged 1061
		SP:Iteration 2F (101879.700000 sec): 3 clusters
  Score: Raw -2049832.837320 + Penalty 3214.940047 = -2046617.897272
  nChanged 1055
		SP:Iteration 3F (101880.000000 sec): 3 clusters
  Score: Raw -2050342.412408 + Penalty 3214.940047 = -2047127.472361
  nChanged 1017
		SP:Iteration 4F (101880.280000 sec): 3 clusters
  Score: Raw -2050865.668336 + Penalty 3214.940047 = -2047650.728289
  nChanged 1020
		SP:Iteration 5F (101880.640000 sec): 3 clusters
  Score: Raw -2051396.822410 + Penalty 3214.940047 = -2048181.882363
  nChanged 986
		SP:Iteration 6Q (101880.860000 sec): 3 clusters
  Score: Raw -2051885.919796 + Penalty 3214.940047 = -2048670.979749
  nChanged 923
		SP:Iteration 7Q (101881.180000 sec): 3 clusters
  Score: Raw -2052354.045673 + Penalty 3214.940047 = -2049139.105625
  nChanged 886
		SP:Iteration 8Q (101881.500000 sec): 3 clusters
  Score: Raw -2052838.033947 + Penalty 3214.940047 = -2049623.093900
  nChanged 823
		SP:Iteration 9Q (101881.840000 sec): 3 clusters
  Score: Raw -2053277.994786 + Penalty 3214.940047 = -2050063.054738
  nChanged 736
		SP:Iteration 10Q (101882.160000 sec): 3 clusters
  Score: Raw -2053659.142944 + Penalty 3214.940047 = -2050444.202897
  nChanged 649
		SP:Iteration 11Q (101882.470000 sec): 3 clusters
  Score: Raw -2053979.476494 + Penalty 3214.940047 = -2050764.536447
  nChanged 570
		SP:Iteration 12Q (101882.840000 sec): 3 clusters
  Score: Raw -2054245.301539 + Penalty 3214.940047 = -2051030.361492
  nChanged 474
		SP:Iteration 13Q (101883.140000 sec): 3 clusters
  Score: Raw -2054418.516724 + Penalty 3214.940047 = -2051203.576677
  nChanged 351
		SP:Iteration 14Q (101883.450000 sec): 3 clusters
  Score: Raw -2054538.165631 + Penalty 3214.940047 = -2051323.225583
  nChanged 277
		SP:Iteration 15Q (101883.670000 sec): 3 clusters
  Score: Raw -2054629.964596 + Penalty 3214.940047 = -2051415.024548
  nChanged 242
		SP:Iteration 16Q (101883.950000 sec): 3 clusters
  Score: Raw -2054702.771943 + Penalty 3214.940047 = -2051487.831895
  nChanged 213
		SP:Iteration 17Q (101884.240000 sec): 3 clusters
  Score: Raw -2054771.573396 + Penalty 3214.940047 = -2051556.633349
  nChanged 226
		SP:Iteration 18Q (101884.530000 sec): 3 clusters
  Score: Raw -2054847.450510 + Penalty 3214.940047 = -2051632.510463
  nChanged 211
		SP:Iteration 19Q (101884.820000 sec): 3 clusters
  Score: Raw -2054918.978957 + Penalty 3214.940047 = -2051704.038910
  nChanged 208
		SP:Iteration 20F (101885.120000 sec): 3 clusters
  Score: Raw -2054990.634899 + Penalty 3214.940047 = -2051775.694851
  nChanged 216
		SP:Iteration 21Q (101885.470000 sec): 3 clusters
  Score: Raw -2055058.416896 + Penalty 3214.940047 = -2051843.476849
  nChanged 189
		SP:Iteration 22Q (101885.740000 sec): 3 clusters
  Score: Raw -2055130.501653 + Penalty 3214.940047 = -2051915.561605
  nChanged 202
		SP:Iteration 23Q (101886.040000 sec): 3 clusters
  Score: Raw -2055195.229797 + Penalty 3214.940047 = -2051980.289750
  nChanged 179
		SP:Iteration 24Q (101886.330000 sec): 3 clusters
  Score: Raw -2055254.405937 + Penalty 3214.940047 = -2052039.465889
  nChanged 171
		SP:Iteration 25Q (101886.640000 sec): 3 clusters
  Score: Raw -2055301.972950 + Penalty 3214.940047 = -2052087.032903
  nChanged 160
		SP:Iteration 26Q (101886.940000 sec): 3 clusters
  Score: Raw -2055345.973433 + Penalty 3214.940047 = -2052131.033385
  nChanged 139
		SP:Iteration 27Q (101887.210000 sec): 3 clusters
  Score: Raw -2055389.290493 + Penalty 3214.940047 = -2052174.350445
  nChanged 139
		SP:Iteration 28Q (101887.520000 sec): 3 clusters
  Score: Raw -2055429.958577 + Penalty 3214.940047 = -2052215.018530
  nChanged 119
		SP:Iteration 29Q (101887.790000 sec): 3 clusters
  Score: Raw -2055462.136186 + Penalty 3214.940047 = -2052247.196139
  nChanged 127
		SP:Iteration 30Q (101888.040000 sec): 3 clusters
  Score: Raw -2055498.565069 + Penalty 3214.940047 = -2052283.625021
  nChanged 124
		SP:Iteration 31Q (101888.320000 sec): 3 clusters
  Score: Raw -2055534.381061 + Penalty 3214.940047 = -2052319.441013
  nChanged 132
		SP:Iteration 32Q (101888.590000 sec): 3 clusters
  Score: Raw -2055576.218149 + Penalty 3214.940047 = -2052361.278102
  nChanged 128
		SP:Iteration 33Q (101888.910000 sec): 3 clusters
  Score: Raw -2055614.111053 + Penalty 3214.940047 = -2052399.171006
  nChanged 116
		SP:Iteration 34Q (101889.150000 sec): 3 clusters
  Score: Raw -2055649.794276 + Penalty 3214.940047 = -2052434.854228
  nChanged 117
		SP:Iteration 35Q (101889.480000 sec): 3 clusters
  Score: Raw -2055687.322144 + Penalty 3214.940047 = -2052472.382096
  nChanged 108
		SP:Iteration 36Q (101889.740000 sec): 3 clusters
  Score: Raw -2055719.557836 + Penalty 3214.940047 = -2052504.617788
  nChanged 100
		SP:Iteration 37Q (101890.020000 sec): 3 clusters
  Score: Raw -2055755.809728 + Penalty 3214.940047 = -2052540.869681
  nChanged 121
		SP:Iteration 38Q (101890.330000 sec): 3 clusters
  Score: Raw -2055794.926993 + Penalty 3214.940047 = -2052579.986945
  nChanged 114
		SP:Iteration 39Q (101890.590000 sec): 3 clusters
  Score: Raw -2055833.777954 + Penalty 3214.940047 = -2052618.837907
  nChanged 99
		SP:Iteration 40F (101890.890000 sec): 3 clusters
  Score: Raw -2055865.924901 + Penalty 3214.940047 = -2052650.984854
  nChanged 110
		SP:Iteration 41Q (101891.150000 sec): 3 clusters
  Score: Raw -2055896.532037 + Penalty 3214.940047 = -2052681.591990
  nChanged 101
		SP:Iteration 42Q (101891.420000 sec): 3 clusters
  Score: Raw -2055927.446601 + Penalty 3214.940047 = -2052712.506554
  nChanged 90
		SP:Iteration 43Q (101891.680000 sec): 3 clusters
  Score: Raw -2055951.840894 + Penalty 3214.940047 = -2052736.900847
  nChanged 78
		SP:Iteration 44Q (101891.940000 sec): 3 clusters
  Score: Raw -2055974.810375 + Penalty 3214.940047 = -2052759.870327
  nChanged 100
		SP:Iteration 45Q (101892.200000 sec): 3 clusters
  Score: Raw -2056004.767362 + Penalty 3214.940047 = -2052789.827315
  nChanged 88
		SP:Iteration 46Q (101892.470000 sec): 3 clusters
  Score: Raw -2056028.112898 + Penalty 3214.940047 = -2052813.172851
  nChanged 68
		SP:Iteration 47Q (101892.730000 sec): 3 clusters
  Score: Raw -2056046.630950 + Penalty 3214.940047 = -2052831.690902
  nChanged 66
		SP:Iteration 48Q (101893.030000 sec): 3 clusters
  Score: Raw -2056060.007907 + Penalty 3214.940047 = -2052845.067859
  nChanged 46
		SP:Iteration 49Q (101893.330000 sec): 3 clusters
  Score: Raw -2056068.848874 + Penalty 3214.940047 = -2052853.908827
  nChanged 39
		SP:Iteration 50Q (101893.640000 sec): 3 clusters
  Score: Raw -2056076.957997 + Penalty 3214.940047 = -2052862.017950
  nChanged 31
		SP:Iteration 51Q (101893.920000 sec): 3 clusters
  Score: Raw -2056083.534776 + Penalty 3214.940047 = -2052868.594729
  nChanged 26
		SP:Iteration 52Q (101894.180000 sec): 3 clusters
  Score: Raw -2056088.617601 + Penalty 3214.940047 = -2052873.677554
  nChanged 30
		SP:Iteration 53Q (101894.480000 sec): 3 clusters
  Score: Raw -2056094.638706 + Penalty 3214.940047 = -2052879.698659
  nChanged 25
		SP:Iteration 54Q (101894.740000 sec): 3 clusters
  Score: Raw -2056099.730235 + Penalty 3214.940047 = -2052884.790188
  nChanged 31
		SP:Iteration 55Q (101895.020000 sec): 3 clusters
  Score: Raw -2056106.967389 + Penalty 3214.940047 = -2052892.027342
  nChanged 46
		SP:Iteration 56Q (101895.310000 sec): 3 clusters
  Score: Raw -2056117.773355 + Penalty 3214.940047 = -2052902.833308
  nChanged 49
		SP:Iteration 57Q (101895.590000 sec): 3 clusters
  Score: Raw -2056130.665061 + Penalty 3214.940047 = -2052915.725013
  nChanged 42
		SP:Iteration 58Q (101895.870000 sec): 3 clusters
  Score: Raw -2056140.493796 + Penalty 3214.940047 = -2052925.553749
  nChanged 32
		SP:Iteration 59Q (101896.150000 sec): 3 clusters
  Score: Raw -2056147.167855 + Penalty 3214.940047 = -2052932.227808
  nChanged 33
		SP:Iteration 60F (101896.450000 sec): 3 clusters
  Score: Raw -2056154.033087 + Penalty 3214.940047 = -2052939.093040
  nChanged 26
		SP:Iteration 61Q (101896.750000 sec): 3 clusters
  Score: Raw -2056159.528486 + Penalty 3214.940047 = -2052944.588438
  nChanged 28
		SP:Iteration 62Q (101897.010000 sec): 3 clusters
  Score: Raw -2056166.960406 + Penalty 3214.940047 = -2052952.020358
  nChanged 28
		SP:Iteration 63Q (101897.320000 sec): 3 clusters
  Score: Raw -2056174.606776 + Penalty 3214.940047 = -2052959.666728
  nChanged 28
		SP:Iteration 64Q (101897.590000 sec): 3 clusters
  Score: Raw -2056182.514529 + Penalty 3214.940047 = -2052967.574482
  nChanged 33
		SP:Iteration 65Q (101897.840000 sec): 3 clusters
  Score: Raw -2056190.405690 + Penalty 3214.940047 = -2052975.465643
  nChanged 31
		SP:Iteration 66Q (101898.100000 sec): 3 clusters
  Score: Raw -2056200.118738 + Penalty 3214.940047 = -2052985.178691
  nChanged 36
		SP:Iteration 67Q (101898.360000 sec): 3 clusters
  Score: Raw -2056211.803801 + Penalty 3214.940047 = -2052996.863754
  nChanged 36
		SP:Iteration 68Q (101898.620000 sec): 3 clusters
  Score: Raw -2056222.528733 + Penalty 3214.940047 = -2053007.588685
  nChanged 34
		SP:Iteration 69Q (101898.880000 sec): 3 clusters
  Score: Raw -2056234.437663 + Penalty 3214.940047 = -2053019.497616
  nChanged 40
		SP:Iteration 70Q (101899.140000 sec): 3 clusters
  Score: Raw -2056249.148150 + Penalty 3214.940047 = -2053034.208102
  nChanged 39
		SP:Iteration 71Q (101899.400000 sec): 3 clusters
  Score: Raw -2056262.964658 + Penalty 3214.940047 = -2053048.024611
  nChanged 44
		SP:Iteration 72Q (101899.630000 sec): 3 clusters
  Score: Raw -2056281.659505 + Penalty 3214.940047 = -2053066.719458
  nChanged 47
		SP:Iteration 73Q (101899.910000 sec): 3 clusters
  Score: Raw -2056301.883611 + Penalty 3214.940047 = -2053086.943564
  nChanged 48
		SP:Iteration 74Q (101900.130000 sec): 3 clusters
  Score: Raw -2056317.721266 + Penalty 3214.940047 = -2053102.781218
  nChanged 37
		SP:Iteration 75Q (101900.450000 sec): 3 clusters
  Score: Raw -2056333.210574 + Penalty 3214.940047 = -2053118.270526
  nChanged 45
		SP:Iteration 76Q (101900.700000 sec): 3 clusters
  Score: Raw -2056353.981335 + Penalty 3214.940047 = -2053139.041288
  nChanged 46
		SP:Iteration 77Q (101901.050000 sec): 3 clusters
  Score: Raw -2056371.217901 + Penalty 3214.940047 = -2053156.277854
  nChanged 36
		SP:Iteration 78Q (101901.300000 sec): 3 clusters
  Score: Raw -2056382.236422 + Penalty 3214.940047 = -2053167.296375
  nChanged 39
		SP:Iteration 79Q (101901.620000 sec): 3 clusters
  Score: Raw -2056394.205350 + Penalty 3214.940047 = -2053179.265302
  nChanged 32
		SP:Iteration 80F (101901.950000 sec): 3 clusters
  Score: Raw -2056405.264089 + Penalty 3214.940047 = -2053190.324042
  nChanged 28
		SP:Iteration 81Q (101902.230000 sec): 3 clusters
  Score: Raw -2056412.906044 + Penalty 3214.940047 = -2053197.965997
  nChanged 18
		SP:Iteration 82Q (101902.530000 sec): 3 clusters
  Score: Raw -2056418.064822 + Penalty 3214.940047 = -2053203.124774
  nChanged 13
		SP:Iteration 83Q (101902.800000 sec): 3 clusters
  Score: Raw -2056422.343441 + Penalty 3214.940047 = -2053207.403394
  nChanged 13
		SP:Iteration 84Q (101903.090000 sec): 3 clusters
  Score: Raw -2056425.784008 + Penalty 3214.940047 = -2053210.843961
  nChanged 8
		SP:Iteration 85Q (101903.380000 sec): 3 clusters
  Score: Raw -2056427.818754 + Penalty 3214.940047 = -2053212.878707
  nChanged 8
		SP:Iteration 86Q (101903.600000 sec): 3 clusters
  Score: Raw -2056430.299022 + Penalty 3214.940047 = -2053215.358974
  nChanged 4
		SP:Iteration 87Q (101903.920000 sec): 3 clusters
  Score: Raw -2056431.335376 + Penalty 3214.940047 = -2053216.395329
  nChanged 7
		SP:Iteration 88Q (101904.230000 sec): 3 clusters
  Score: Raw -2056433.465554 + Penalty 3214.940047 = -2053218.525506
  nChanged 5
		SP:Iteration 89Q (101904.450000 sec): 3 clusters
  Score: Raw -2056434.867444 + Penalty 3214.940047 = -2053219.927397
  nChanged 6
		SP:Iteration 90Q (101904.760000 sec): 3 clusters
  Score: Raw -2056436.762727 + Penalty 3214.940047 = -2053221.822680
  nChanged 6
		SP:Iteration 91Q (101905.100000 sec): 3 clusters
  Score: Raw -2056438.487053 + Penalty 3214.940047 = -2053223.547006
  nChanged 7
		SP:Iteration 92Q (101905.340000 sec): 3 clusters
  Score: Raw -2056440.946414 + Penalty 3214.940047 = -2053226.006367
  nChanged 8
		SP:Iteration 93Q (101905.640000 sec): 3 clusters
  Score: Raw -2056444.545521 + Penalty 3214.940047 = -2053229.605474
  nChanged 13
		SP:Iteration 94Q (101905.960000 sec): 3 clusters
  Score: Raw -2056449.107628 + Penalty 3214.940047 = -2053234.167580
  nChanged 8
		SP:Iteration 95Q (101906.300000 sec): 3 clusters
  Score: Raw -2056451.377365 + Penalty 3214.940047 = -2053236.437318
  nChanged 5
		SP:Iteration 96Q (101906.670000 sec): 3 clusters
  Score: Raw -2056452.993716 + Penalty 3214.940047 = -2053238.053669
  nChanged 2
		SP:Iteration 97Q (101906.930000 sec): 3 clusters
  Score: Raw -2056453.378848 + Penalty 3214.940047 = -2053238.438800
  nChanged 1
		SP:Iteration 98Q (101907.180000 sec): 3 clusters
  Score: Raw -2056453.570294 + Penalty 3214.940047 = -2053238.630247
  nChanged 1
		SP:Iteration 99Q (101907.420000 sec): 3 clusters
  Score: Raw -2056453.772037 + Penalty 3214.940047 = -2053238.831990
  nChanged 3
		SP:Iteration 100F (101907.740000 sec): 3 clusters
  Score: Raw -2056454.430627 + Penalty 3214.940047 = -2053239.490580
  nChanged 3
		SP:Iteration 101Q (101907.990000 sec): 3 clusters
  Score: Raw -2056455.314828 + Penalty 3214.940047 = -2053240.374780
  nChanged 3
		SP:Iteration 102Q (101908.330000 sec): 3 clusters
  Score: Raw -2056456.649674 + Penalty 3214.940047 = -2053241.709627
  nChanged 5
		SP:Iteration 103Q (101908.640000 sec): 3 clusters
  Score: Raw -2056457.916730 + Penalty 3214.940047 = -2053242.976683
  nChanged 3
		SP:Iteration 104Q (101908.930000 sec): 3 clusters
  Score: Raw -2056459.125378 + Penalty 3214.940047 = -2053244.185331
  nChanged 5
		SP:Iteration 105Q (101909.190000 sec): 3 clusters
  Score: Raw -2056460.137892 + Penalty 3214.940047 = -2053245.197845
  nChanged 3
		SP:Iteration 106Q (101909.520000 sec): 3 clusters
  Score: Raw -2056460.689330 + Penalty 3214.940047 = -2053245.749283
  nChanged 3
		SP:Iteration 107Q (101909.830000 sec): 3 clusters
  Score: Raw -2056461.203766 + Penalty 3214.940047 = -2053246.263719
  nChanged 1
		SP:Iteration 108Q (101910.150000 sec): 3 clusters
  Score: Raw -2056461.406798 + Penalty 3214.940047 = -2053246.466751
  nChanged 0
		SP:Iteration 109F (101910.410000 sec): 3 clusters
  Score: Raw -2056461.406798 + Penalty 3214.940047 = -2053246.466751
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (28285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101910.680000 sec): 2 clusters
  Score: Raw -2994838.164762 + Penalty 1665.639123 = -2993172.525640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101911.060000 sec): 3 clusters
  Score: Raw -2977524.474954 + Penalty 3331.278245 = -2974193.196709
  nChanged 12999
		SP:Iteration 1F (101911.440000 sec): 3 clusters
  Score: Raw -2985264.203722 + Penalty 3331.278245 = -2981932.925477
  nChanged 1877
		SP:Iteration 2F (101911.770000 sec): 3 clusters
  Score: Raw -2986299.065275 + Penalty 3331.278245 = -2982967.787030
  nChanged 1992
		SP:Iteration 3F (101912.110000 sec): 3 clusters
  Score: Raw -2987462.404150 + Penalty 3331.278245 = -2984131.125905
  nChanged 1872
		SP:Iteration 4F (101912.490000 sec): 3 clusters
  Score: Raw -2988566.366914 + Penalty 3331.278245 = -2985235.088669
  nChanged 1746
		SP:Iteration 5F (101912.830000 sec): 3 clusters
  Score: Raw -2989685.814316 + Penalty 3331.278245 = -2986354.536071
  nChanged 1537
		SP:Iteration 6F (101913.210000 sec): 3 clusters
  Score: Raw -2990759.085531 + Penalty 3331.278245 = -2987427.807286
  nChanged 1328
		SP:Iteration 7Q (101913.610000 sec): 3 clusters
  Score: Raw -2991807.748955 + Penalty 3331.278245 = -2988476.470710
  nChanged 1120
		SP:Iteration 8Q (101914.070000 sec): 3 clusters
  Score: Raw -2992759.021391 + Penalty 3331.278245 = -2989427.743146
  nChanged 832
		SP:Iteration 9Q (101914.470000 sec): 3 clusters
  Score: Raw -2993466.182979 + Penalty 3331.278245 = -2990134.904734
  nChanged 684
		SP:Iteration 10Q (101914.790000 sec): 3 clusters
  Score: Raw -2993966.577776 + Penalty 3331.278245 = -2990635.299531
  nChanged 495
		SP:Iteration 11Q (101915.170000 sec): 3 clusters
  Score: Raw -2994296.606311 + Penalty 3331.278245 = -2990965.328066
  nChanged 377
		SP:Iteration 12Q (101915.540000 sec): 3 clusters
  Score: Raw -2994509.458798 + Penalty 3331.278245 = -2991178.180553
  nChanged 292
		SP:Iteration 13Q (101915.900000 sec): 3 clusters
  Score: Raw -2994654.317597 + Penalty 3331.278245 = -2991323.039352
  nChanged 221
		SP:Iteration 14Q (101916.210000 sec): 3 clusters
  Score: Raw -2994755.723702 + Penalty 3331.278245 = -2991424.445457
  nChanged 193
		SP:Iteration 15Q (101916.560000 sec): 3 clusters
  Score: Raw -2994848.073997 + Penalty 3331.278245 = -2991516.795752
  nChanged 165
		SP:Iteration 16Q (101916.870000 sec): 3 clusters
  Score: Raw -2994936.991884 + Penalty 3331.278245 = -2991605.713639
  nChanged 146
		SP:Iteration 17Q (101917.150000 sec): 3 clusters
  Score: Raw -2995012.448705 + Penalty 3331.278245 = -2991681.170460
  nChanged 127
		SP:Iteration 18Q (101917.470000 sec): 3 clusters
  Score: Raw -2995082.404426 + Penalty 3331.278245 = -2991751.126181
  nChanged 119
		SP:Iteration 19Q (101917.800000 sec): 3 clusters
  Score: Raw -2995145.292086 + Penalty 3331.278245 = -2991814.013841
  nChanged 103
		SP:Iteration 20F (101918.160000 sec): 3 clusters
  Score: Raw -2995194.419320 + Penalty 3331.278245 = -2991863.141075
  nChanged 71
		SP:Iteration 21Q (101918.470000 sec): 3 clusters
  Score: Raw -2995221.345177 + Penalty 3331.278245 = -2991890.066932
  nChanged 60
		SP:Iteration 22Q (101918.820000 sec): 3 clusters
  Score: Raw -2995241.336300 + Penalty 3331.278245 = -2991910.058055
  nChanged 55
		SP:Iteration 23Q (101919.210000 sec): 3 clusters
  Score: Raw -2995261.313323 + Penalty 3331.278245 = -2991930.035078
  nChanged 43
		SP:Iteration 24Q (101919.570000 sec): 3 clusters
  Score: Raw -2995279.457985 + Penalty 3331.278245 = -2991948.179740
  nChanged 43
		SP:Iteration 25Q (101919.910000 sec): 3 clusters
  Score: Raw -2995298.625577 + Penalty 3331.278245 = -2991967.347332
  nChanged 42
		SP:Iteration 26Q (101920.250000 sec): 3 clusters
  Score: Raw -2995316.153758 + Penalty 3331.278245 = -2991984.875513
  nChanged 33
		SP:Iteration 27Q (101920.590000 sec): 3 clusters
  Score: Raw -2995328.985996 + Penalty 3331.278245 = -2991997.707751
  nChanged 32
		SP:Iteration 28Q (101920.920000 sec): 3 clusters
  Score: Raw -2995341.512756 + Penalty 3331.278245 = -2992010.234511
  nChanged 26
		SP:Iteration 29Q (101921.230000 sec): 3 clusters
  Score: Raw -2995351.868662 + Penalty 3331.278245 = -2992020.590417
  nChanged 21
		SP:Iteration 30Q (101921.510000 sec): 3 clusters
  Score: Raw -2995360.186792 + Penalty 3331.278245 = -2992028.908547
  nChanged 19
		SP:Iteration 31Q (101921.880000 sec): 3 clusters
  Score: Raw -2995366.886323 + Penalty 3331.278245 = -2992035.608078
  nChanged 19
		SP:Iteration 32Q (101922.260000 sec): 3 clusters
  Score: Raw -2995373.200395 + Penalty 3331.278245 = -2992041.922150
  nChanged 14
		SP:Iteration 33Q (101922.570000 sec): 3 clusters
  Score: Raw -2995378.500887 + Penalty 3331.278245 = -2992047.222642
  nChanged 17
		SP:Iteration 34Q (101922.920000 sec): 3 clusters
  Score: Raw -2995385.610229 + Penalty 3331.278245 = -2992054.331984
  nChanged 9
		SP:Iteration 35Q (101923.260000 sec): 3 clusters
  Score: Raw -2995387.775031 + Penalty 3331.278245 = -2992056.496786
  nChanged 8
		SP:Iteration 36Q (101923.570000 sec): 3 clusters
  Score: Raw -2995389.714388 + Penalty 3331.278245 = -2992058.436143
  nChanged 8
		SP:Iteration 37Q (101923.930000 sec): 3 clusters
  Score: Raw -2995391.424209 + Penalty 3331.278245 = -2992060.145964
  nChanged 3
		SP:Iteration 38Q (101924.370000 sec): 3 clusters
  Score: Raw -2995392.160803 + Penalty 3331.278245 = -2992060.882558
  nChanged 4
		SP:Iteration 39Q (101924.670000 sec): 3 clusters
  Score: Raw -2995393.333136 + Penalty 3331.278245 = -2992062.054891
  nChanged 6
		SP:Iteration 40F (101925.020000 sec): 3 clusters
  Score: Raw -2995395.218351 + Penalty 3331.278245 = -2992063.940106
  nChanged 6
		SP:Iteration 41Q (101925.310000 sec): 3 clusters
  Score: Raw -2995396.224356 + Penalty 3331.278245 = -2992064.946111
  nChanged 1
		SP:Iteration 42Q (101925.600000 sec): 3 clusters
  Score: Raw -2995396.389492 + Penalty 3331.278245 = -2992065.111247
  nChanged 0
		SP:Iteration 43F (101925.920000 sec): 3 clusters
  Score: Raw -2995396.389492 + Penalty 3331.278245 = -2992065.111247
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101926.060000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101926.200000 sec): 3 clusters
  Score: Raw -55573.772585 + Penalty 2015.165482 = -53558.607104
  nChanged 118
		SP:Iteration 1F (101926.370000 sec): 3 clusters
  Score: Raw -55712.714746 + Penalty 2015.165482 = -53697.549264
  nChanged 27
		SP:Iteration 2F (101926.520000 sec): 3 clusters
  Score: Raw -55752.599733 + Penalty 2015.165482 = -53737.434252
  nChanged 14
		SP:Iteration 3Q (101926.720000 sec): 3 clusters
  Score: Raw -55772.490589 + Penalty 2015.165482 = -53757.325108
  nChanged 8
		SP:Iteration 4Q (101926.880000 sec): 3 clusters
  Score: Raw -55792.169593 + Penalty 2015.165482 = -53777.004111
  nChanged 8
		SP:Iteration 5Q (101927.080000 sec): 3 clusters
  Score: Raw -55808.646271 + Penalty 2015.165482 = -53793.480790
  nChanged 4
		SP:Iteration 6Q (101927.260000 sec): 3 clusters
  Score: Raw -55815.074939 + Penalty 2015.165482 = -53799.909458
  nChanged 3
		SP:Iteration 7Q (101927.430000 sec): 3 clusters
  Score: Raw -55825.255820 + Penalty 2015.165482 = -53810.090338
  nChanged 4
		SP:Iteration 8Q (101927.600000 sec): 3 clusters
  Score: Raw -55833.910198 + Penalty 2015.165482 = -53818.744716
  nChanged 1
		SP:Iteration 9Q (101927.720000 sec): 3 clusters
  Score: Raw -55834.470963 + Penalty 2015.165482 = -53819.305482
  nChanged 0
		SP:Iteration 10F (101927.860000 sec): 3 clusters
  Score: Raw -55834.470963 + Penalty 2015.165482 = -53819.305482
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101927.960000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101928.090000 sec): 3 clusters
  Score: Raw -48672.929098 + Penalty 1948.846929 = -46724.082170
  nChanged 93
		SP:Iteration 1F (101928.300000 sec): 3 clusters
  Score: Raw -48821.469475 + Penalty 1948.846929 = -46872.622546
  nChanged 20
		SP:Iteration 2Q (101928.520000 sec): 3 clusters
  Score: Raw -48852.049212 + Penalty 1948.846929 = -46903.202284
  nChanged 14
		SP:Iteration 3Q (101928.680000 sec): 3 clusters
  Score: Raw -48874.046607 + Penalty 1948.846929 = -46925.199679
  nChanged 8
		SP:Iteration 4Q (101928.840000 sec): 3 clusters
  Score: Raw -48890.365235 + Penalty 1948.846929 = -46941.518306
  nChanged 5
		SP:Iteration 5Q (101929.000000 sec): 3 clusters
  Score: Raw -48895.670869 + Penalty 1948.846929 = -46946.823940
  nChanged 2
		SP:Iteration 6Q (101929.200000 sec): 3 clusters
  Score: Raw -48900.730066 + Penalty 1948.846929 = -46951.883137
  nChanged 3
		SP:Iteration 7Q (101929.390000 sec): 3 clusters
  Score: Raw -48903.824331 + Penalty 1948.846929 = -46954.977402
  nChanged 3
		SP:Iteration 8Q (101929.540000 sec): 3 clusters
  Score: Raw -48909.293978 + Penalty 1948.846929 = -46960.447049
  nChanged 4
		SP:Iteration 9Q (101929.700000 sec): 3 clusters
  Score: Raw -48914.054517 + Penalty 1948.846929 = -46965.207588
  nChanged 0
		SP:Iteration 10F (101929.840000 sec): 3 clusters
  Score: Raw -48914.054517 + Penalty 1948.846929 = -46965.207588
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (332880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101931.620000 sec): 2 clusters
  Score: Raw -37819197.503985 + Penalty 2066.274818 = -37817131.229167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101933.740000 sec): 3 clusters
  Score: Raw -37596298.811036 + Penalty 4132.549637 = -37592166.261399
  nChanged 163046
		SP:Iteration 1F (101935.740000 sec): 3 clusters
  Score: Raw -37697513.422472 + Penalty 4132.549637 = -37693380.872835
  nChanged 13475
		SP:Iteration 2Q (101937.820000 sec): 3 clusters
  Score: Raw -37702478.569417 + Penalty 4132.549637 = -37698346.019781
  nChanged 15207
		SP:Iteration 3Q (101939.590000 sec): 3 clusters
  Score: Raw -37708824.192981 + Penalty 4132.549637 = -37704691.643344
  nChanged 16639
		SP:Iteration 4Q (101941.500000 sec): 3 clusters
  Score: Raw -37716012.759594 + Penalty 4132.549637 = -37711880.209957
  nChanged 17056
		SP:Iteration 5F (101943.220000 sec): 3 clusters
  Score: Raw -37723334.110981 + Penalty 4132.549637 = -37719201.561344
  nChanged 16732
		SP:Iteration 6F (101945.160000 sec): 3 clusters
  Score: Raw -37730697.006391 + Penalty 4132.549637 = -37726564.456754
  nChanged 16468
		SP:Iteration 7Q (101947.480000 sec): 3 clusters
  Score: Raw -37738165.436984 + Penalty 4132.549637 = -37734032.887348
  nChanged 15787
		SP:Iteration 8Q (101949.680000 sec): 3 clusters
  Score: Raw -37745709.774898 + Penalty 4132.549637 = -37741577.225261
  nChanged 15264
		SP:Iteration 9Q (101951.820000 sec): 3 clusters
  Score: Raw -37753389.214278 + Penalty 4132.549637 = -37749256.664642
  nChanged 14474
		SP:Iteration 10Q (101954.060000 sec): 3 clusters
  Score: Raw -37760442.712862 + Penalty 4132.549637 = -37756310.163225
  nChanged 12655
		SP:Iteration 11Q (101956.330000 sec): 3 clusters
  Score: Raw -37765607.566261 + Penalty 4132.549637 = -37761475.016624
  nChanged 9899
		SP:Iteration 12Q (101958.390000 sec): 3 clusters
  Score: Raw -37768620.924989 + Penalty 4132.549637 = -37764488.375353
  nChanged 7155
		SP:Iteration 13Q (101960.300000 sec): 3 clusters
  Score: Raw -37770192.338430 + Penalty 4132.549637 = -37766059.788794
  nChanged 5213
		SP:Iteration 14Q (101962.490000 sec): 3 clusters
  Score: Raw -37771155.199751 + Penalty 4132.549637 = -37767022.650114
  nChanged 4268
		SP:Iteration 15Q (101964.750000 sec): 3 clusters
  Score: Raw -37771944.833114 + Penalty 4132.549637 = -37767812.283477
  nChanged 4042
		SP:Iteration 16Q (101967.050000 sec): 3 clusters
  Score: Raw -37772727.476844 + Penalty 4132.549637 = -37768594.927207
  nChanged 4147
		SP:Iteration 17Q (101969.370000 sec): 3 clusters
  Score: Raw -37773573.221843 + Penalty 4132.549637 = -37769440.672206
  nChanged 4469
		SP:Iteration 18Q (101971.600000 sec): 3 clusters
  Score: Raw -37774552.630576 + Penalty 4132.549637 = -37770420.080939
  nChanged 4845
		SP:Iteration 19Q (101973.780000 sec): 3 clusters
  Score: Raw -37775675.309600 + Penalty 4132.549637 = -37771542.759963
  nChanged 5121
		SP:Iteration 20F (101976.100000 sec): 3 clusters
  Score: Raw -37776945.080108 + Penalty 4132.549637 = -37772812.530471
  nChanged 5452
		SP:Iteration 21Q (101978.320000 sec): 3 clusters
  Score: Raw -37778396.041676 + Penalty 4132.549637 = -37774263.492039
  nChanged 5884
		SP:Iteration 22Q (101980.400000 sec): 3 clusters
  Score: Raw -37780112.162776 + Penalty 4132.549637 = -37775979.613139
  nChanged 6270
		SP:Iteration 23Q (101982.380000 sec): 3 clusters
  Score: Raw -37782065.507213 + Penalty 4132.549637 = -37777932.957577
  nChanged 6466
		SP:Iteration 24Q (101984.470000 sec): 3 clusters
  Score: Raw -37784241.147162 + Penalty 4132.549637 = -37780108.597525
  nChanged 6719
		SP:Iteration 25Q (101986.690000 sec): 3 clusters
  Score: Raw -37786733.178276 + Penalty 4132.549637 = -37782600.628639
  nChanged 7000
		SP:Iteration 26Q (101988.730000 sec): 3 clusters
  Score: Raw -37789646.769987 + Penalty 4132.549637 = -37785514.220351
  nChanged 7307
		SP:Iteration 27Q (101990.380000 sec): 3 clusters
  Score: Raw -37793068.398194 + Penalty 4132.549637 = -37788935.848557
  nChanged 7227
		SP:Iteration 28Q (101992.100000 sec): 3 clusters
  Score: Raw -37796711.025325 + Penalty 4132.549637 = -37792578.475688
  nChanged 6913
		SP:Iteration 29Q (101994.020000 sec): 3 clusters
  Score: Raw -37800446.633758 + Penalty 4132.549637 = -37796314.084121
  nChanged 6368
		SP:Iteration 30Q (101996.070000 sec): 3 clusters
  Score: Raw -37804164.546945 + Penalty 4132.549637 = -37800031.997309
  nChanged 5749
		SP:Iteration 31Q (101998.030000 sec): 3 clusters
  Score: Raw -37807729.351207 + Penalty 4132.549637 = -37803596.801570
  nChanged 4929
		SP:Iteration 32Q (101999.870000 sec): 3 clusters
  Score: Raw -37810964.808058 + Penalty 4132.549637 = -37806832.258421
  nChanged 4032
		SP:Iteration 33Q (102001.800000 sec): 3 clusters
  Score: Raw -37813607.599303 + Penalty 4132.549637 = -37809475.049666
  nChanged 3215
		SP:Iteration 34Q (102003.620000 sec): 3 clusters
  Score: Raw -37815658.985413 + Penalty 4132.549637 = -37811526.435776
  nChanged 2485
		SP:Iteration 35Q (102005.550000 sec): 3 clusters
  Score: Raw -37817198.621439 + Penalty 4132.549637 = -37813066.071802
  nChanged 1865
		SP:Iteration 36Q (102007.470000 sec): 3 clusters
  Score: Raw -37818299.028544 + Penalty 4132.549637 = -37814166.478907
  nChanged 1399
		SP:Iteration 37Q (102009.190000 sec): 3 clusters
  Score: Raw -37819039.199045 + Penalty 4132.549637 = -37814906.649408
  nChanged 1116
		SP:Iteration 38Q (102010.860000 sec): 3 clusters
  Score: Raw -37819542.879987 + Penalty 4132.549637 = -37815410.330351
  nChanged 818
		SP:Iteration 39Q (102012.310000 sec): 3 clusters
  Score: Raw -37819863.217103 + Penalty 4132.549637 = -37815730.667466
  nChanged 668
		SP:Iteration 40F (102014.030000 sec): 3 clusters
  Score: Raw -37820152.988851 + Penalty 4132.549637 = -37816020.439214
  nChanged 556
		SP:Iteration 41Q (102015.670000 sec): 3 clusters
  Score: Raw -37820367.626315 + Penalty 4132.549637 = -37816235.076678
  nChanged 460
		SP:Iteration 42Q (102017.250000 sec): 3 clusters
  Score: Raw -37820518.069440 + Penalty 4132.549637 = -37816385.519804
  nChanged 357
		SP:Iteration 43Q (102018.890000 sec): 3 clusters
  Score: Raw -37820625.275761 + Penalty 4132.549637 = -37816492.726124
  nChanged 308
		SP:Iteration 44Q (102020.750000 sec): 3 clusters
  Score: Raw -37820712.300485 + Penalty 4132.549637 = -37816579.750848
  nChanged 259
		SP:Iteration 45Q (102022.600000 sec): 3 clusters
  Score: Raw -37820776.822856 + Penalty 4132.549637 = -37816644.273220
  nChanged 217
		SP:Iteration 46Q (102024.550000 sec): 3 clusters
  Score: Raw -37820822.821225 + Penalty 4132.549637 = -37816690.271588
  nChanged 171
		SP:Iteration 47Q (102026.150000 sec): 3 clusters
  Score: Raw -37820853.808094 + Penalty 4132.549637 = -37816721.258457
  nChanged 134
		SP:Iteration 48Q (102027.860000 sec): 3 clusters
  Score: Raw -37820875.759530 + Penalty 4132.549637 = -37816743.209893
  nChanged 121
		SP:Iteration 49Q (102029.630000 sec): 3 clusters
  Score: Raw -37820894.614387 + Penalty 4132.549637 = -37816762.064750
  nChanged 103
		SP:Iteration 50Q (102031.650000 sec): 3 clusters
  Score: Raw -37820909.405232 + Penalty 4132.549637 = -37816776.855595
  nChanged 83
		SP:Iteration 51Q (102033.790000 sec): 3 clusters
  Score: Raw -37820923.396306 + Penalty 4132.549637 = -37816790.846669
  nChanged 69
		SP:Iteration 52Q (102035.740000 sec): 3 clusters
  Score: Raw -37820932.799757 + Penalty 4132.549637 = -37816800.250120
  nChanged 59
		SP:Iteration 53Q (102037.720000 sec): 3 clusters
  Score: Raw -37820941.236832 + Penalty 4132.549637 = -37816808.687195
  nChanged 48
		SP:Iteration 54Q (102039.370000 sec): 3 clusters
  Score: Raw -37820947.137783 + Penalty 4132.549637 = -37816814.588146
  nChanged 38
		SP:Iteration 55Q (102040.940000 sec): 3 clusters
  Score: Raw -37820950.921583 + Penalty 4132.549637 = -37816818.371946
  nChanged 25
		SP:Iteration 56Q (102042.480000 sec): 3 clusters
  Score: Raw -37820953.427731 + Penalty 4132.549637 = -37816820.878094
  nChanged 28
		SP:Iteration 57Q (102044.240000 sec): 3 clusters
  Score: Raw -37820956.415622 + Penalty 4132.549637 = -37816823.865985
  nChanged 27
		SP:Iteration 58Q (102045.920000 sec): 3 clusters
  Score: Raw -37820958.729166 + Penalty 4132.549637 = -37816826.179529
  nChanged 27
		SP:Iteration 59Q (102047.900000 sec): 3 clusters
  Score: Raw -37820961.278620 + Penalty 4132.549637 = -37816828.728983
  nChanged 19
		SP:Iteration 60F (102050.090000 sec): 3 clusters
  Score: Raw -37820963.188236 + Penalty 4132.549637 = -37816830.638599
  nChanged 21
		SP:Iteration 61Q (102051.910000 sec): 3 clusters
  Score: Raw -37820965.040293 + Penalty 4132.549637 = -37816832.490657
  nChanged 17
		SP:Iteration 62Q (102053.670000 sec): 3 clusters
  Score: Raw -37820966.631734 + Penalty 4132.549637 = -37816834.082097
  nChanged 18
		SP:Iteration 63Q (102055.240000 sec): 3 clusters
  Score: Raw -37820968.300575 + Penalty 4132.549637 = -37816835.750938
  nChanged 12
		SP:Iteration 64Q (102056.850000 sec): 3 clusters
  Score: Raw -37820969.262359 + Penalty 4132.549637 = -37816836.712722
  nChanged 9
		SP:Iteration 65Q (102058.730000 sec): 3 clusters
  Score: Raw -37820970.101230 + Penalty 4132.549637 = -37816837.551593
  nChanged 6
		SP:Iteration 66Q (102060.570000 sec): 3 clusters
  Score: Raw -37820970.477939 + Penalty 4132.549637 = -37816837.928302
  nChanged 4
		SP:Iteration 67Q (102062.570000 sec): 3 clusters
  Score: Raw -37820970.739819 + Penalty 4132.549637 = -37816838.190182
  nChanged 5
		SP:Iteration 68Q (102065.010000 sec): 3 clusters
  Score: Raw -37820971.045587 + Penalty 4132.549637 = -37816838.495950
  nChanged 4
		SP:Iteration 69Q (102067.510000 sec): 3 clusters
  Score: Raw -37820971.243685 + Penalty 4132.549637 = -37816838.694049
  nChanged 4
		SP:Iteration 70Q (102069.840000 sec): 3 clusters
  Score: Raw -37820971.560853 + Penalty 4132.549637 = -37816839.011216
  nChanged 2
		SP:Iteration 71Q (102071.630000 sec): 3 clusters
  Score: Raw -37820971.821327 + Penalty 4132.549637 = -37816839.271690
  nChanged 4
		SP:Iteration 72Q (102073.340000 sec): 3 clusters
  Score: Raw -37820972.147987 + Penalty 4132.549637 = -37816839.598350
  nChanged 6
		SP:Iteration 73Q (102075.270000 sec): 3 clusters
  Score: Raw -37820972.800908 + Penalty 4132.549637 = -37816840.251271
  nChanged 5
		SP:Iteration 74Q (102077.250000 sec): 3 clusters
  Score: Raw -37820973.221975 + Penalty 4132.549637 = -37816840.672338
  nChanged 4
		SP:Iteration 75Q (102079.170000 sec): 3 clusters
  Score: Raw -37820973.467634 + Penalty 4132.549637 = -37816840.917997
  nChanged 2
		SP:Iteration 76Q (102080.990000 sec): 3 clusters
  Score: Raw -37820973.581991 + Penalty 4132.549637 = -37816841.032355
  nChanged 1
		SP:Iteration 77Q (102082.800000 sec): 3 clusters
  Score: Raw -37820973.654976 + Penalty 4132.549637 = -37816841.105339
  nChanged 0
		SP:Iteration 78F (102084.770000 sec): 3 clusters
  Score: Raw -37820973.654976 + Penalty 4132.549637 = -37816841.105339
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (73980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102085.470000 sec): 2 clusters
  Score: Raw -8209715.916121 + Penalty 1821.876886 = -8207894.039235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102086.070000 sec): 3 clusters
  Score: Raw -8162279.814813 + Penalty 3643.753771 = -8158636.061042
  nChanged 34963
		SP:Iteration 1F (102086.700000 sec): 3 clusters
  Score: Raw -8182519.871165 + Penalty 3643.753771 = -8178876.117393
  nChanged 3142
		SP:Iteration 2Q (102087.420000 sec): 3 clusters
  Score: Raw -8183747.080508 + Penalty 3643.753771 = -8180103.326736
  nChanged 3869
		SP:Iteration 3F (102088.130000 sec): 3 clusters
  Score: Raw -8185770.672779 + Penalty 3643.753771 = -8182126.919008
  nChanged 4942
		SP:Iteration 4F (102088.760000 sec): 3 clusters
  Score: Raw -8189175.385872 + Penalty 3643.753771 = -8185531.632100
  nChanged 6097
		SP:Iteration 5F (102089.410000 sec): 3 clusters
  Score: Raw -8194240.218892 + Penalty 3643.753771 = -8190596.465121
  nChanged 6261
		SP:Iteration 6F (102090.050000 sec): 3 clusters
  Score: Raw -8199972.298222 + Penalty 3643.753771 = -8196328.544451
  nChanged 5020
		SP:Iteration 7F (102090.670000 sec): 3 clusters
  Score: Raw -8204584.139231 + Penalty 3643.753771 = -8200940.385459
  nChanged 3161
		SP:Iteration 8Q (102091.260000 sec): 3 clusters
  Score: Raw -8207359.442554 + Penalty 3643.753771 = -8203715.688783
  nChanged 1669
		SP:Iteration 9Q (102091.880000 sec): 3 clusters
  Score: Raw -8208771.106403 + Penalty 3643.753771 = -8205127.352632
  nChanged 756
		SP:Iteration 10Q (102092.570000 sec): 3 clusters
  Score: Raw -8209384.399475 + Penalty 3643.753771 = -8205740.645704
  nChanged 334
		SP:Iteration 11Q (102093.140000 sec): 3 clusters
  Score: Raw -8209662.877421 + Penalty 3643.753771 = -8206019.123650
  nChanged 145
		SP:Iteration 12Q (102093.710000 sec): 3 clusters
  Score: Raw -8209794.654787 + Penalty 3643.753771 = -8206150.901016
  nChanged 91
		SP:Iteration 13Q (102094.290000 sec): 3 clusters
  Score: Raw -8209872.821842 + Penalty 3643.753771 = -8206229.068071
  nChanged 45
		SP:Iteration 14Q (102094.890000 sec): 3 clusters
  Score: Raw -8209913.217528 + Penalty 3643.753771 = -8206269.463757
  nChanged 24
		SP:Iteration 15Q (102095.440000 sec): 3 clusters
  Score: Raw -8209932.160543 + Penalty 3643.753771 = -8206288.406772
  nChanged 15
		SP:Iteration 16Q (102096.000000 sec): 3 clusters
  Score: Raw -8209945.837302 + Penalty 3643.753771 = -8206302.083530
  nChanged 10
		SP:Iteration 17Q (102096.490000 sec): 3 clusters
  Score: Raw -8209956.178000 + Penalty 3643.753771 = -8206312.424228
  nChanged 10
		SP:Iteration 18Q (102097.170000 sec): 3 clusters
  Score: Raw -8209961.799654 + Penalty 3643.753771 = -8206318.045883
  nChanged 7
		SP:Iteration 19Q (102097.800000 sec): 3 clusters
  Score: Raw -8209967.913028 + Penalty 3643.753771 = -8206324.159256
  nChanged 8
		SP:Iteration 20F (102098.410000 sec): 3 clusters
  Score: Raw -8209977.185733 + Penalty 3643.753771 = -8206333.431962
  nChanged 6
		SP:Iteration 21Q (102098.920000 sec): 3 clusters
  Score: Raw -8209979.940888 + Penalty 3643.753771 = -8206336.187117
  nChanged 6
		SP:Iteration 22Q (102099.430000 sec): 3 clusters
  Score: Raw -8209984.856225 + Penalty 3643.753771 = -8206341.102454
  nChanged 3
		SP:Iteration 23Q (102099.980000 sec): 3 clusters
  Score: Raw -8209986.547152 + Penalty 3643.753771 = -8206342.793381
  nChanged 0
		SP:Iteration 24F (102100.560000 sec): 3 clusters
  Score: Raw -8209986.547152 + Penalty 3643.753771 = -8206342.793381
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102100.710000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102100.890000 sec): 3 clusters
  Score: Raw -52436.562679 + Penalty 1991.941318 = -50444.621361
  nChanged 107
		SP:Iteration 1F (102101.070000 sec): 3 clusters
  Score: Raw -52603.008858 + Penalty 1991.941318 = -50611.067540
  nChanged 29
		SP:Iteration 2F (102101.210000 sec): 3 clusters
  Score: Raw -52653.581937 + Penalty 1991.941318 = -50661.640619
  nChanged 15
		SP:Iteration 3Q (102101.390000 sec): 3 clusters
  Score: Raw -52672.821087 + Penalty 1991.941318 = -50680.879769
  nChanged 4
		SP:Iteration 4Q (102101.550000 sec): 3 clusters
  Score: Raw -52681.660399 + Penalty 1991.941318 = -50689.719081
  nChanged 3
		SP:Iteration 5Q (102101.740000 sec): 3 clusters
  Score: Raw -52686.737837 + Penalty 1991.941318 = -50694.796519
  nChanged 2
		SP:Iteration 6Q (102101.910000 sec): 3 clusters
  Score: Raw -52689.952382 + Penalty 1991.941318 = -50698.011064
  nChanged 3
		SP:Iteration 7Q (102102.170000 sec): 3 clusters
  Score: Raw -52691.944630 + Penalty 1991.941318 = -50700.003311
  nChanged 2
		SP:Iteration 8Q (102102.310000 sec): 3 clusters
  Score: Raw -52694.894604 + Penalty 1991.941318 = -50702.953286
  nChanged 3
		SP:Iteration 9Q (102102.470000 sec): 3 clusters
  Score: Raw -52699.727626 + Penalty 1991.941318 = -50707.786308
  nChanged 4
		SP:Iteration 10Q (102102.630000 sec): 3 clusters
  Score: Raw -52706.968120 + Penalty 1991.941318 = -50715.026801
  nChanged 5
		SP:Iteration 11Q (102102.780000 sec): 3 clusters
  Score: Raw -52720.532530 + Penalty 1991.941318 = -50728.591211
  nChanged 5
		SP:Iteration 12Q (102102.970000 sec): 3 clusters
  Score: Raw -52739.990101 + Penalty 1991.941318 = -50748.048783
  nChanged 8
		SP:Iteration 13Q (102103.090000 sec): 3 clusters
  Score: Raw -52763.338080 + Penalty 1991.941318 = -50771.396762
  nChanged 8
		SP:Iteration 14Q (102103.270000 sec): 3 clusters
  Score: Raw -52782.154117 + Penalty 1991.941318 = -50790.212799
  nChanged 9
		SP:Iteration 15Q (102103.390000 sec): 3 clusters
  Score: Raw -52812.975134 + Penalty 1991.941318 = -50821.033815
  nChanged 12
		SP:Iteration 16Q (102103.550000 sec): 3 clusters
  Score: Raw -52846.984098 + Penalty 1991.941318 = -50855.042780
  nChanged 10
		SP:Iteration 17Q (102103.730000 sec): 3 clusters
  Score: Raw -52866.742320 + Penalty 1991.941318 = -50874.801002
  nChanged 9
		SP:Iteration 18Q (102103.920000 sec): 3 clusters
  Score: Raw -52882.902798 + Penalty 1991.941318 = -50890.961480
  nChanged 4
		SP:Iteration 19Q (102104.040000 sec): 3 clusters
  Score: Raw -52889.187482 + Penalty 1991.941318 = -50897.246164
  nChanged 1
		SP:Iteration 20F (102104.230000 sec): 3 clusters
  Score: Raw -52897.076792 + Penalty 1991.941318 = -50905.135474
  nChanged 5
		SP:Iteration 21Q (102104.420000 sec): 3 clusters
  Score: Raw -52914.166868 + Penalty 1991.941318 = -50922.225550
  nChanged 5
		SP:Iteration 22Q (102104.570000 sec): 3 clusters
  Score: Raw -52927.484315 + Penalty 1991.941318 = -50935.542997
  nChanged 5
		SP:Iteration 23Q (102104.780000 sec): 3 clusters
  Score: Raw -52948.994749 + Penalty 1991.941318 = -50957.053431
  nChanged 3
		SP:Iteration 24Q (102104.970000 sec): 3 clusters
  Score: Raw -52953.266618 + Penalty 1991.941318 = -50961.325299
  nChanged 1
		SP:Iteration 25Q (102105.180000 sec): 3 clusters
  Score: Raw -52954.429024 + Penalty 1991.941318 = -50962.487706
  nChanged 0
		SP:Iteration 26F (102105.390000 sec): 3 clusters
  Score: Raw -52954.429024 + Penalty 1991.941318 = -50962.487706
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102105.470000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102105.690000 sec): 3 clusters
  Score: Raw -29123.110247 + Penalty 1844.944986 = -27278.165262
  nChanged 57
		SP:Iteration 1F (102105.900000 sec): 3 clusters
  Score: Raw -29242.338058 + Penalty 1844.944986 = -27397.393072
  nChanged 12
		SP:Iteration 2Q (102106.100000 sec): 3 clusters
  Score: Raw -29279.664499 + Penalty 1844.944986 = -27434.719514
  nChanged 2
		SP:Iteration 3Q (102106.290000 sec): 3 clusters
  Score: Raw -29285.024149 + Penalty 1844.944986 = -27440.079163
  nChanged 1
		SP:Iteration 4Q (102106.460000 sec): 3 clusters
  Score: Raw -29286.078443 + Penalty 1844.944986 = -27441.133457
  nChanged 0
		SP:Iteration 5F (102106.670000 sec): 3 clusters
  Score: Raw -29286.078443 + Penalty 1844.944986 = -27441.133457
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102106.770000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102107.000000 sec): 3 clusters
  Score: Raw -12524.009494 + Penalty 1653.468809 = -10870.540685
  nChanged 20
		SP:Iteration 1F (102107.130000 sec): 3 clusters
  Score: Raw -12629.222719 + Penalty 1653.468809 = -10975.753910
  nChanged 8
		SP:Iteration 2Q (102107.340000 sec): 3 clusters
  Score: Raw -12667.380757 + Penalty 1653.468809 = -11013.911948
  nChanged 6
		SP:Iteration 3Q (102107.520000 sec): 3 clusters
  Score: Raw -12688.580823 + Penalty 1653.468809 = -11035.112014
  nChanged 0
		SP:Iteration 4F (102107.710000 sec): 3 clusters
  Score: Raw -12688.580823 + Penalty 1653.468809 = -11035.112014
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102107.820000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102107.950000 sec): 3 clusters
  Score: Raw -61393.866345 + Penalty 2044.759970 = -59349.106374
  nChanged 128
		SP:Iteration 1F (102108.120000 sec): 3 clusters
  Score: Raw -61550.419727 + Penalty 2044.759970 = -59505.659757
  nChanged 35
		SP:Iteration 2F (102108.340000 sec): 3 clusters
  Score: Raw -61605.517332 + Penalty 2044.759970 = -59560.757362
  nChanged 30
		SP:Iteration 3F (102108.460000 sec): 3 clusters
  Score: Raw -61665.157163 + Penalty 2044.759970 = -59620.397193
  nChanged 28
		SP:Iteration 4F (102108.650000 sec): 3 clusters
  Score: Raw -61742.834501 + Penalty 2044.759970 = -59698.074531
  nChanged 19
		SP:Iteration 5Q (102108.820000 sec): 3 clusters
  Score: Raw -61807.780660 + Penalty 2044.759970 = -59763.020689
  nChanged 26
		SP:Iteration 6Q (102108.990000 sec): 3 clusters
  Score: Raw -61882.051988 + Penalty 2044.759970 = -59837.292018
  nChanged 17
		SP:Iteration 7Q (102109.150000 sec): 3 clusters
  Score: Raw -61924.743281 + Penalty 2044.759970 = -59879.983311
  nChanged 10
		SP:Iteration 8Q (102109.310000 sec): 3 clusters
  Score: Raw -61953.539907 + Penalty 2044.759970 = -59908.779937
  nChanged 13
		SP:Iteration 9Q (102109.510000 sec): 3 clusters
  Score: Raw -61974.387850 + Penalty 2044.759970 = -59929.627879
  nChanged 7
		SP:Iteration 10Q (102109.690000 sec): 3 clusters
  Score: Raw -61993.958904 + Penalty 2044.759970 = -59949.198934
  nChanged 0
		SP:Iteration 11F (102109.890000 sec): 3 clusters
  Score: Raw -61993.958904 + Penalty 2044.759970 = -59949.198934
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102110.000000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102110.220000 sec): 3 clusters
  Score: Raw -19329.723099 + Penalty 1726.791943 = -17602.931156
  nChanged 26
		SP:Iteration 1F (102110.460000 sec): 3 clusters
  Score: Raw -19417.065665 + Penalty 1726.791943 = -17690.273722
  nChanged 5
		SP:Iteration 2Q (102110.670000 sec): 3 clusters
  Score: Raw -19431.614731 + Penalty 1726.791943 = -17704.822787
  nChanged 2
		SP:Iteration 3Q (102110.820000 sec): 3 clusters
  Score: Raw -19440.684129 + Penalty 1726.791943 = -17713.892186
  nChanged 0
		SP:Iteration 4F (102110.960000 sec): 3 clusters
  Score: Raw -19440.684129 + Penalty 1726.791943 = -17713.892186
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (11544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102111.130000 sec): 2 clusters
  Score: Raw -1276107.873149 + Penalty 1520.012179 = -1274587.860970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102111.410000 sec): 3 clusters
  Score: Raw -1269446.590424 + Penalty 3040.024358 = -1266406.566066
  nChanged 5076
		SP:Iteration 1F (102111.660000 sec): 3 clusters
  Score: Raw -1272240.839502 + Penalty 3040.024358 = -1269200.815144
  nChanged 779
		SP:Iteration 2F (102111.970000 sec): 3 clusters
  Score: Raw -1272645.407691 + Penalty 3040.024358 = -1269605.383334
  nChanged 685
		SP:Iteration 3F (102112.220000 sec): 3 clusters
  Score: Raw -1272954.493779 + Penalty 3040.024358 = -1269914.469421
  nChanged 590
		SP:Iteration 4F (102112.470000 sec): 3 clusters
  Score: Raw -1273241.942159 + Penalty 3040.024358 = -1270201.917802
  nChanged 521
		SP:Iteration 5Q (102112.740000 sec): 3 clusters
  Score: Raw -1273479.884288 + Penalty 3040.024358 = -1270439.859931
  nChanged 440
		SP:Iteration 6Q (102112.950000 sec): 3 clusters
  Score: Raw -1273685.369206 + Penalty 3040.024358 = -1270645.344848
  nChanged 401
		SP:Iteration 7Q (102113.230000 sec): 3 clusters
  Score: Raw -1273866.751105 + Penalty 3040.024358 = -1270826.726748
  nChanged 375
		SP:Iteration 8Q (102113.500000 sec): 3 clusters
  Score: Raw -1274024.170855 + Penalty 3040.024358 = -1270984.146497
  nChanged 370
		SP:Iteration 9Q (102113.720000 sec): 3 clusters
  Score: Raw -1274196.809976 + Penalty 3040.024358 = -1271156.785618
  nChanged 375
		SP:Iteration 10Q (102113.940000 sec): 3 clusters
  Score: Raw -1274387.309185 + Penalty 3040.024358 = -1271347.284828
  nChanged 402
		SP:Iteration 11Q (102114.170000 sec): 3 clusters
  Score: Raw -1274578.546860 + Penalty 3040.024358 = -1271538.522502
  nChanged 337
		SP:Iteration 12Q (102114.400000 sec): 3 clusters
  Score: Raw -1274722.333037 + Penalty 3040.024358 = -1271682.308680
  nChanged 288
		SP:Iteration 13Q (102114.630000 sec): 3 clusters
  Score: Raw -1274820.233616 + Penalty 3040.024358 = -1271780.209259
  nChanged 222
		SP:Iteration 14Q (102114.860000 sec): 3 clusters
  Score: Raw -1274876.537029 + Penalty 3040.024358 = -1271836.512672
  nChanged 169
		SP:Iteration 15Q (102115.080000 sec): 3 clusters
  Score: Raw -1274912.263905 + Penalty 3040.024358 = -1271872.239548
  nChanged 115
		SP:Iteration 16Q (102115.380000 sec): 3 clusters
  Score: Raw -1274937.077502 + Penalty 3040.024358 = -1271897.053144
  nChanged 105
		SP:Iteration 17Q (102115.650000 sec): 3 clusters
  Score: Raw -1274954.393534 + Penalty 3040.024358 = -1271914.369177
  nChanged 70
		SP:Iteration 18Q (102115.900000 sec): 3 clusters
  Score: Raw -1274965.389752 + Penalty 3040.024358 = -1271925.365395
  nChanged 63
		SP:Iteration 19Q (102116.230000 sec): 3 clusters
  Score: Raw -1274975.855167 + Penalty 3040.024358 = -1271935.830810
  nChanged 57
		SP:Iteration 20F (102116.470000 sec): 3 clusters
  Score: Raw -1274985.010235 + Penalty 3040.024358 = -1271944.985877
  nChanged 40
		SP:Iteration 21Q (102116.690000 sec): 3 clusters
  Score: Raw -1274989.783602 + Penalty 3040.024358 = -1271949.759244
  nChanged 27
		SP:Iteration 22Q (102116.970000 sec): 3 clusters
  Score: Raw -1274992.746891 + Penalty 3040.024358 = -1271952.722533
  nChanged 20
		SP:Iteration 23Q (102117.180000 sec): 3 clusters
  Score: Raw -1274994.914968 + Penalty 3040.024358 = -1271954.890611
  nChanged 17
		SP:Iteration 24Q (102117.410000 sec): 3 clusters
  Score: Raw -1274996.709285 + Penalty 3040.024358 = -1271956.684927
  nChanged 20
		SP:Iteration 25Q (102117.620000 sec): 3 clusters
  Score: Raw -1274999.117983 + Penalty 3040.024358 = -1271959.093626
  nChanged 28
		SP:Iteration 26Q (102117.880000 sec): 3 clusters
  Score: Raw -1275002.528154 + Penalty 3040.024358 = -1271962.503796
  nChanged 17
		SP:Iteration 27Q (102118.090000 sec): 3 clusters
  Score: Raw -1275004.598871 + Penalty 3040.024358 = -1271964.574513
  nChanged 19
		SP:Iteration 28Q (102118.340000 sec): 3 clusters
  Score: Raw -1275006.269708 + Penalty 3040.024358 = -1271966.245350
  nChanged 11
		SP:Iteration 29Q (102118.590000 sec): 3 clusters
  Score: Raw -1275007.311651 + Penalty 3040.024358 = -1271967.287293
  nChanged 11
		SP:Iteration 30Q (102118.870000 sec): 3 clusters
  Score: Raw -1275008.182685 + Penalty 3040.024358 = -1271968.158327
  nChanged 9
		SP:Iteration 31Q (102119.160000 sec): 3 clusters
  Score: Raw -1275008.776697 + Penalty 3040.024358 = -1271968.752339
  nChanged 10
		SP:Iteration 32Q (102119.440000 sec): 3 clusters
  Score: Raw -1275009.371138 + Penalty 3040.024358 = -1271969.346780
  nChanged 7
		SP:Iteration 33Q (102119.730000 sec): 3 clusters
  Score: Raw -1275009.803465 + Penalty 3040.024358 = -1271969.779108
  nChanged 4
		SP:Iteration 34Q (102120.050000 sec): 3 clusters
  Score: Raw -1275010.093623 + Penalty 3040.024358 = -1271970.069265
  nChanged 4
		SP:Iteration 35Q (102120.320000 sec): 3 clusters
  Score: Raw -1275010.451252 + Penalty 3040.024358 = -1271970.426895
  nChanged 2
		SP:Iteration 36Q (102120.600000 sec): 3 clusters
  Score: Raw -1275010.601888 + Penalty 3040.024358 = -1271970.577531
  nChanged 5
		SP:Iteration 37Q (102120.840000 sec): 3 clusters
  Score: Raw -1275010.974073 + Penalty 3040.024358 = -1271970.949715
  nChanged 5
		SP:Iteration 38Q (102121.130000 sec): 3 clusters
  Score: Raw -1275011.427467 + Penalty 3040.024358 = -1271971.403110
  nChanged 4
		SP:Iteration 39Q (102121.450000 sec): 3 clusters
  Score: Raw -1275011.699848 + Penalty 3040.024358 = -1271971.675490
  nChanged 6
		SP:Iteration 40F (102121.700000 sec): 3 clusters
  Score: Raw -1275012.256640 + Penalty 3040.024358 = -1271972.232283
  nChanged 5
		SP:Iteration 41Q (102121.960000 sec): 3 clusters
  Score: Raw -1275012.631131 + Penalty 3040.024358 = -1271972.606774
  nChanged 9
		SP:Iteration 42Q (102122.280000 sec): 3 clusters
  Score: Raw -1275013.358202 + Penalty 3040.024358 = -1271973.333844
  nChanged 5
		SP:Iteration 43Q (102122.550000 sec): 3 clusters
  Score: Raw -1275013.656621 + Penalty 3040.024358 = -1271973.632264
  nChanged 2
		SP:Iteration 44Q (102122.740000 sec): 3 clusters
  Score: Raw -1275013.775356 + Penalty 3040.024358 = -1271973.750998
  nChanged 0
		SP:Iteration 45F (102122.990000 sec): 3 clusters
  Score: Raw -1275013.775356 + Penalty 3040.024358 = -1271973.750998
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102123.100000 sec): 2 clusters
  Score: Raw -48845.705397 + Penalty 977.625538 = -47868.079858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102123.290000 sec): 3 clusters
  Score: Raw -48854.527787 + Penalty 1955.251077 = -46899.276710
  nChanged 85
		SP:Iteration 1F (102123.460000 sec): 3 clusters
  Score: Raw -48988.027044 + Penalty 1955.251077 = -47032.775967
  nChanged 11
		SP:Iteration 2Q (102123.630000 sec): 3 clusters
  Score: Raw -49005.761664 + Penalty 1955.251077 = -47050.510587
  nChanged 4
		SP:Iteration 3Q (102123.810000 sec): 3 clusters
  Score: Raw -49008.988071 + Penalty 1955.251077 = -47053.736994
  nChanged 0
		SP:Iteration 4F (102124.020000 sec): 3 clusters
  Score: Raw -49008.988071 + Penalty 1955.251077 = -47053.736994
  nChanged 0
Iteration 499Q (102242.470000 sec): 62 clusters
  Score: Raw -169122922.876960 + Penalty 141307.498031 = -168981615.378928
  nChanged 316
Iteration 500F (102432.510000 sec): 62 clusters
  Score: Raw -169122929.753918 + Penalty 141307.498031 = -168981622.255886
  nChanged 305
Iteration 501Q (102585.920000 sec): 62 clusters
  Score: Raw -169122935.825591 + Penalty 141307.498031 = -168981628.327560
  nChanged 291
Iteration 502Q (102741.510000 sec): 62 clusters
  Score: Raw -169122941.956470 + Penalty 141307.498031 = -168981634.458438
  nChanged 271
Iteration 503Q (102873.610000 sec): 62 clusters
  Score: Raw -169122947.366872 + Penalty 141307.498031 = -168981639.868840
  nChanged 248
Iteration 504Q (102976.310000 sec): 62 clusters
  Score: Raw -169122953.289982 + Penalty 141307.498031 = -168981645.791951
  nChanged 261
Iteration 505Q (103077.270000 sec): 62 clusters
  Score: Raw -169122958.896139 + Penalty 141307.498031 = -168981651.398108
  nChanged 261
Iteration 506Q (103199.590000 sec): 62 clusters
  Score: Raw -169122964.610978 + Penalty 141307.498031 = -168981657.112946
  nChanged 231
Iteration 507Q (103328.570000 sec): 62 clusters
  Score: Raw -169122969.456161 + Penalty 141307.498031 = -168981661.958130
  nChanged 221
Iteration 508Q (103457.830000 sec): 62 clusters
  Score: Raw -169122974.849359 + Penalty 141307.498031 = -168981667.351328
  nChanged 228
Iteration 509Q (103577.970000 sec): 62 clusters
  Score: Raw -169122980.045501 + Penalty 141307.498031 = -168981672.547469
  nChanged 241
Iteration 510Q (103699.790000 sec): 62 clusters
  Score: Raw -169122986.011303 + Penalty 141307.498031 = -168981678.513272
  nChanged 249
Iteration 511Q (103804.740000 sec): 62 clusters
  Score: Raw -169122992.020865 + Penalty 141307.498031 = -168981684.522834
  nChanged 224
Iteration 512Q (103910.410000 sec): 62 clusters
  Score: Raw -169122997.321357 + Penalty 141307.498031 = -168981689.823326
  nChanged 221
Iteration 513Q (104034.970000 sec): 62 clusters
  Score: Raw -169123003.065391 + Penalty 141307.498031 = -168981695.567360
  nChanged 240
Iteration 514Q (104153.700000 sec): 62 clusters
  Score: Raw -169123009.338900 + Penalty 141307.498031 = -168981701.840868
  nChanged 250
Iteration 515Q (104256.830000 sec): 62 clusters
  Score: Raw -169123015.514588 + Penalty 141307.498031 = -168981708.016557
  nChanged 234
Iteration 516Q (104368.980000 sec): 62 clusters
  Score: Raw -169123021.412552 + Penalty 141307.498031 = -168981713.914520
  nChanged 251
Iteration 517Q (104482.810000 sec): 62 clusters
  Score: Raw -169123028.170359 + Penalty 141307.498031 = -168981720.672327
  nChanged 263
Iteration 518Q (104602.320000 sec): 62 clusters
  Score: Raw -169123035.138067 + Penalty 141307.498031 = -168981727.640035
  nChanged 221
Iteration 519Q (104722.790000 sec): 62 clusters
  Score: Raw -169123041.573405 + Penalty 141307.498031 = -168981734.075374
  nChanged 229
Iteration 520F (104913.600000 sec): 62 clusters
  Score: Raw -169123047.298963 + Penalty 141307.498031 = -168981739.800931
  nChanged 212
Iteration 521Q (105030.510000 sec): 62 clusters
  Score: Raw -169123053.291491 + Penalty 141307.498031 = -168981745.793460
  nChanged 197
Iteration 522Q (105150.520000 sec): 62 clusters
  Score: Raw -169123058.371248 + Penalty 141307.498031 = -168981750.873216
  nChanged 194
Iteration 523Q (105273.280000 sec): 62 clusters
  Score: Raw -169123064.461220 + Penalty 141307.498031 = -168981756.963188
  nChanged 198
Iteration 524Q (105396.350000 sec): 62 clusters
  Score: Raw -169123070.456291 + Penalty 141307.498031 = -168981762.958260
  nChanged 218
Iteration 525Q (105515.030000 sec): 62 clusters
  Score: Raw -169123077.165344 + Penalty 141307.498031 = -168981769.667312
  nChanged 204
Iteration 526Q (105641.720000 sec): 62 clusters
  Score: Raw -169123082.728823 + Penalty 141307.498031 = -168981775.230792
  nChanged 189
Iteration 527Q (105751.240000 sec): 62 clusters
  Score: Raw -169123087.018456 + Penalty 141307.498031 = -168981779.520425
  nChanged 212
Iteration 528Q (105860.750000 sec): 62 clusters
  Score: Raw -169123092.809692 + Penalty 141307.498031 = -168981785.311661
  nChanged 207
Iteration 529Q (105978.420000 sec): 62 clusters
  Score: Raw -169123098.148958 + Penalty 141307.498031 = -168981790.650927
  nChanged 194
Iteration 530Q (106096.840000 sec): 62 clusters
  Score: Raw -169123102.696592 + Penalty 141307.498031 = -168981795.198560
  nChanged 178
Iteration 531Q (106213.380000 sec): 62 clusters
  Score: Raw -169123106.608048 + Penalty 141307.498031 = -168981799.110016
  nChanged 192
Iteration 532Q (106327.060000 sec): 62 clusters
  Score: Raw -169123110.599932 + Penalty 141307.498031 = -168981803.101901
  nChanged 180
Iteration 533Q (106444.880000 sec): 62 clusters
  Score: Raw -169123114.303061 + Penalty 141307.498031 = -168981806.805029
  nChanged 182
Iteration 534Q (106559.410000 sec): 62 clusters
  Score: Raw -169123118.247904 + Penalty 141307.498031 = -168981810.749872
  nChanged 193
Iteration 535Q (106678.480000 sec): 62 clusters
  Score: Raw -169123122.078176 + Penalty 141307.498031 = -168981814.580144
  nChanged 193
Iteration 536Q (106803.070000 sec): 62 clusters
  Score: Raw -169123125.519378 + Penalty 141307.498031 = -168981818.021347
  nChanged 188
Iteration 537Q (106922.430000 sec): 62 clusters
  Score: Raw -169123128.894508 + Penalty 141307.498031 = -168981821.396477
  nChanged 171
Iteration 538Q (107041.040000 sec): 62 clusters
  Score: Raw -169123131.843647 + Penalty 141307.498031 = -168981824.345615
  nChanged 149
Writing temp clu file 
Because OldScore, -168981821.396477, is greater than current (better) Score,-168981824.345615 
 Compute initial score before splitting:   Score: Raw -169123131.843647 + Penalty 141307.498031 = -168981824.345615
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (17618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107041.580000 sec): 2 clusters
  Score: Raw -2067381.355251 + Penalty 1588.709913 = -2065792.645338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107041.810000 sec): 3 clusters
  Score: Raw -2056948.703503 + Penalty 3177.419825 = -2053771.283678
  nChanged 7879
		SP:Iteration 1F (107042.050000 sec): 3 clusters
  Score: Raw -2061298.387282 + Penalty 3177.419825 = -2058120.967457
  nChanged 924
		SP:Iteration 2F (107042.350000 sec): 3 clusters
  Score: Raw -2061644.139480 + Penalty 3177.419825 = -2058466.719654
  nChanged 808
		SP:Iteration 3Q (107042.590000 sec): 3 clusters
  Score: Raw -2061933.839700 + Penalty 3177.419825 = -2058756.419875
  nChanged 773
		SP:Iteration 4Q (107042.840000 sec): 3 clusters
  Score: Raw -2062237.586286 + Penalty 3177.419825 = -2059060.166460
  nChanged 781
		SP:Iteration 5Q (107043.100000 sec): 3 clusters
  Score: Raw -2062555.847574 + Penalty 3177.419825 = -2059378.427749
  nChanged 824
		SP:Iteration 6Q (107043.370000 sec): 3 clusters
  Score: Raw -2062929.539599 + Penalty 3177.419825 = -2059752.119774
  nChanged 851
		SP:Iteration 7Q (107043.650000 sec): 3 clusters
  Score: Raw -2063362.177580 + Penalty 3177.419825 = -2060184.757755
  nChanged 918
		SP:Iteration 8F (107043.900000 sec): 3 clusters
  Score: Raw -2063885.230716 + Penalty 3177.419825 = -2060707.810891
  nChanged 983
		SP:Iteration 9F (107044.150000 sec): 3 clusters
  Score: Raw -2064470.456098 + Penalty 3177.419825 = -2061293.036273
  nChanged 871
		SP:Iteration 10Q (107044.450000 sec): 3 clusters
  Score: Raw -2064957.396380 + Penalty 3177.419825 = -2061779.976554
  nChanged 725
		SP:Iteration 11Q (107044.720000 sec): 3 clusters
  Score: Raw -2065343.454101 + Penalty 3177.419825 = -2062166.034276
  nChanged 594
		SP:Iteration 12Q (107044.960000 sec): 3 clusters
  Score: Raw -2065667.620424 + Penalty 3177.419825 = -2062490.200598
  nChanged 513
		SP:Iteration 13Q (107045.220000 sec): 3 clusters
  Score: Raw -2065975.737662 + Penalty 3177.419825 = -2062798.317837
  nChanged 501
		SP:Iteration 14Q (107045.530000 sec): 3 clusters
  Score: Raw -2066288.310117 + Penalty 3177.419825 = -2063110.890292
  nChanged 437
		SP:Iteration 15Q (107045.870000 sec): 3 clusters
  Score: Raw -2066568.276549 + Penalty 3177.419825 = -2063390.856723
  nChanged 379
		SP:Iteration 16Q (107046.150000 sec): 3 clusters
  Score: Raw -2066810.529241 + Penalty 3177.419825 = -2063633.109416
  nChanged 307
		SP:Iteration 17Q (107046.410000 sec): 3 clusters
  Score: Raw -2067002.336213 + Penalty 3177.419825 = -2063824.916388
  nChanged 230
		SP:Iteration 18Q (107046.690000 sec): 3 clusters
  Score: Raw -2067137.613495 + Penalty 3177.419825 = -2063960.193670
  nChanged 171
		SP:Iteration 19Q (107046.980000 sec): 3 clusters
  Score: Raw -2067231.869059 + Penalty 3177.419825 = -2064054.449234
  nChanged 141
		SP:Iteration 20F (107047.280000 sec): 3 clusters
  Score: Raw -2067311.935650 + Penalty 3177.419825 = -2064134.515824
  nChanged 121
		SP:Iteration 21Q (107047.550000 sec): 3 clusters
  Score: Raw -2067385.659829 + Penalty 3177.419825 = -2064208.240004
  nChanged 99
		SP:Iteration 22Q (107047.860000 sec): 3 clusters
  Score: Raw -2067448.678123 + Penalty 3177.419825 = -2064271.258298
  nChanged 87
		SP:Iteration 23Q (107048.090000 sec): 3 clusters
  Score: Raw -2067508.550399 + Penalty 3177.419825 = -2064331.130574
  nChanged 87
		SP:Iteration 24Q (107048.380000 sec): 3 clusters
  Score: Raw -2067568.770758 + Penalty 3177.419825 = -2064391.350932
  nChanged 56
		SP:Iteration 25Q (107048.630000 sec): 3 clusters
  Score: Raw -2067600.766525 + Penalty 3177.419825 = -2064423.346699
  nChanged 44
		SP:Iteration 26Q (107048.870000 sec): 3 clusters
  Score: Raw -2067629.334839 + Penalty 3177.419825 = -2064451.915014
  nChanged 34
		SP:Iteration 27Q (107049.150000 sec): 3 clusters
  Score: Raw -2067653.778542 + Penalty 3177.419825 = -2064476.358716
  nChanged 28
		SP:Iteration 28Q (107049.400000 sec): 3 clusters
  Score: Raw -2067672.902010 + Penalty 3177.419825 = -2064495.482185
  nChanged 28
		SP:Iteration 29Q (107049.690000 sec): 3 clusters
  Score: Raw -2067694.100659 + Penalty 3177.419825 = -2064516.680834
  nChanged 30
		SP:Iteration 30Q (107049.940000 sec): 3 clusters
  Score: Raw -2067717.062283 + Penalty 3177.419825 = -2064539.642458
  nChanged 27
		SP:Iteration 31Q (107050.210000 sec): 3 clusters
  Score: Raw -2067733.279092 + Penalty 3177.419825 = -2064555.859266
  nChanged 15
		SP:Iteration 32Q (107050.480000 sec): 3 clusters
  Score: Raw -2067739.944960 + Penalty 3177.419825 = -2064562.525135
  nChanged 11
		SP:Iteration 33Q (107050.780000 sec): 3 clusters
  Score: Raw -2067745.994424 + Penalty 3177.419825 = -2064568.574598
  nChanged 10
		SP:Iteration 34Q (107051.070000 sec): 3 clusters
  Score: Raw -2067750.969301 + Penalty 3177.419825 = -2064573.549476
  nChanged 6
		SP:Iteration 35Q (107051.300000 sec): 3 clusters
  Score: Raw -2067753.560094 + Penalty 3177.419825 = -2064576.140269
  nChanged 7
		SP:Iteration 36Q (107051.580000 sec): 3 clusters
  Score: Raw -2067756.830790 + Penalty 3177.419825 = -2064579.410965
  nChanged 4
		SP:Iteration 37Q (107051.820000 sec): 3 clusters
  Score: Raw -2067759.907824 + Penalty 3177.419825 = -2064582.487999
  nChanged 7
		SP:Iteration 38Q (107052.070000 sec): 3 clusters
  Score: Raw -2067765.141298 + Penalty 3177.419825 = -2064587.721473
  nChanged 11
		SP:Iteration 39Q (107052.290000 sec): 3 clusters
  Score: Raw -2067771.834725 + Penalty 3177.419825 = -2064594.414900
  nChanged 11
		SP:Iteration 40F (107052.570000 sec): 3 clusters
  Score: Raw -2067779.884439 + Penalty 3177.419825 = -2064602.464614
  nChanged 18
		SP:Iteration 41Q (107052.790000 sec): 3 clusters
  Score: Raw -2067787.260338 + Penalty 3177.419825 = -2064609.840512
  nChanged 13
		SP:Iteration 42Q (107052.990000 sec): 3 clusters
  Score: Raw -2067795.385170 + Penalty 3177.419825 = -2064617.965345
  nChanged 13
		SP:Iteration 43Q (107053.240000 sec): 3 clusters
  Score: Raw -2067803.199295 + Penalty 3177.419825 = -2064625.779469
  nChanged 12
		SP:Iteration 44Q (107053.450000 sec): 3 clusters
  Score: Raw -2067809.944872 + Penalty 3177.419825 = -2064632.525046
  nChanged 9
		SP:Iteration 45Q (107053.660000 sec): 3 clusters
  Score: Raw -2067814.078331 + Penalty 3177.419825 = -2064636.658505
  nChanged 3
		SP:Iteration 46Q (107053.930000 sec): 3 clusters
  Score: Raw -2067815.124793 + Penalty 3177.419825 = -2064637.704967
  nChanged 1
		SP:Iteration 47Q (107054.170000 sec): 3 clusters
  Score: Raw -2067815.271643 + Penalty 3177.419825 = -2064637.851818
  nChanged 0
		SP:Iteration 48F (107054.410000 sec): 3 clusters
  Score: Raw -2067815.271643 + Penalty 3177.419825 = -2064637.851818
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107054.490000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107054.670000 sec): 3 clusters
  Score: Raw -33253.070759 + Penalty 1878.741643 = -31374.329117
  nChanged 62
		SP:Iteration 1F (107054.870000 sec): 3 clusters
  Score: Raw -33393.541172 + Penalty 1878.741643 = -31514.799530
  nChanged 25
		SP:Iteration 2F (107055.000000 sec): 3 clusters
  Score: Raw -33463.757494 + Penalty 1878.741643 = -31585.015852
  nChanged 12
		SP:Iteration 3Q (107055.170000 sec): 3 clusters
  Score: Raw -33503.236336 + Penalty 1878.741643 = -31624.494693
  nChanged 9
		SP:Iteration 4Q (107055.340000 sec): 3 clusters
  Score: Raw -33542.641722 + Penalty 1878.741643 = -31663.900080
  nChanged 10
		SP:Iteration 5Q (107055.560000 sec): 3 clusters
  Score: Raw -33599.258498 + Penalty 1878.741643 = -31720.516855
  nChanged 9
		SP:Iteration 6Q (107055.730000 sec): 3 clusters
  Score: Raw -33647.055683 + Penalty 1878.741643 = -31768.314040
  nChanged 8
		SP:Iteration 7Q (107055.910000 sec): 3 clusters
  Score: Raw -33676.158448 + Penalty 1878.741643 = -31797.416805
  nChanged 7
		SP:Iteration 8Q (107056.120000 sec): 3 clusters
  Score: Raw -33703.677700 + Penalty 1878.741643 = -31824.936057
  nChanged 8
		SP:Iteration 9Q (107056.270000 sec): 3 clusters
  Score: Raw -33733.193948 + Penalty 1878.741643 = -31854.452306
  nChanged 5
		SP:Iteration 10Q (107056.420000 sec): 3 clusters
  Score: Raw -33749.364227 + Penalty 1878.741643 = -31870.622585
  nChanged 7
		SP:Iteration 11Q (107056.570000 sec): 3 clusters
  Score: Raw -33773.158357 + Penalty 1878.741643 = -31894.416715
  nChanged 3
		SP:Iteration 12Q (107056.750000 sec): 3 clusters
  Score: Raw -33805.548865 + Penalty 1878.741643 = -31926.807222
  nChanged 4
		SP:Iteration 13Q (107056.900000 sec): 3 clusters
  Score: Raw -33831.337608 + Penalty 1878.741643 = -31952.595965
  nChanged 2
		SP:Iteration 14Q (107057.050000 sec): 3 clusters
  Score: Raw -33861.824094 + Penalty 1878.741643 = -31983.082452
  nChanged 2
		SP:Iteration 15Q (107057.230000 sec): 3 clusters
  Score: Raw -33868.635825 + Penalty 1878.741643 = -31989.894182
  nChanged 0
		SP:Iteration 16F (107057.370000 sec): 3 clusters
  Score: Raw -33868.635825 + Penalty 1878.741643 = -31989.894182
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (13591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107057.550000 sec): 2 clusters
  Score: Raw -1546707.117531 + Penalty 1546.539002 = -1545160.578530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107057.770000 sec): 3 clusters
  Score: Raw -1538721.173924 + Penalty 3093.078004 = -1535628.095921
  nChanged 5951
		SP:Iteration 1F (107057.980000 sec): 3 clusters
  Score: Raw -1542069.538213 + Penalty 3093.078004 = -1538976.460210
  nChanged 821
		SP:Iteration 2F (107058.180000 sec): 3 clusters
  Score: Raw -1542462.305202 + Penalty 3093.078004 = -1539369.227198
  nChanged 755
		SP:Iteration 3F (107058.460000 sec): 3 clusters
  Score: Raw -1542825.957397 + Penalty 3093.078004 = -1539732.879393
  nChanged 735
		SP:Iteration 4F (107058.670000 sec): 3 clusters
  Score: Raw -1543223.766326 + Penalty 3093.078004 = -1540130.688322
  nChanged 753
		SP:Iteration 5F (107058.930000 sec): 3 clusters
  Score: Raw -1543690.765213 + Penalty 3093.078004 = -1540597.687210
  nChanged 757
		SP:Iteration 6F (107059.160000 sec): 3 clusters
  Score: Raw -1544208.191850 + Penalty 3093.078004 = -1541115.113846
  nChanged 723
		SP:Iteration 7F (107059.370000 sec): 3 clusters
  Score: Raw -1544750.552306 + Penalty 3093.078004 = -1541657.474302
  nChanged 656
		SP:Iteration 8Q (107059.540000 sec): 3 clusters
  Score: Raw -1545263.764971 + Penalty 3093.078004 = -1542170.686968
  nChanged 561
		SP:Iteration 9Q (107059.790000 sec): 3 clusters
  Score: Raw -1545708.058783 + Penalty 3093.078004 = -1542614.980780
  nChanged 426
		SP:Iteration 10Q (107060.040000 sec): 3 clusters
  Score: Raw -1546041.350369 + Penalty 3093.078004 = -1542948.272365
  nChanged 304
		SP:Iteration 11Q (107060.260000 sec): 3 clusters
  Score: Raw -1546257.524451 + Penalty 3093.078004 = -1543164.446448
  nChanged 222
		SP:Iteration 12Q (107060.470000 sec): 3 clusters
  Score: Raw -1546434.231230 + Penalty 3093.078004 = -1543341.153226
  nChanged 184
		SP:Iteration 13Q (107060.660000 sec): 3 clusters
  Score: Raw -1546569.823795 + Penalty 3093.078004 = -1543476.745792
  nChanged 127
		SP:Iteration 14Q (107060.820000 sec): 3 clusters
  Score: Raw -1546660.216193 + Penalty 3093.078004 = -1543567.138189
  nChanged 99
		SP:Iteration 15Q (107061.020000 sec): 3 clusters
  Score: Raw -1546726.975976 + Penalty 3093.078004 = -1543633.897972
  nChanged 89
		SP:Iteration 16Q (107061.260000 sec): 3 clusters
  Score: Raw -1546788.236134 + Penalty 3093.078004 = -1543695.158130
  nChanged 72
		SP:Iteration 17Q (107061.440000 sec): 3 clusters
  Score: Raw -1546845.029308 + Penalty 3093.078004 = -1543751.951305
  nChanged 55
		SP:Iteration 18Q (107061.620000 sec): 3 clusters
  Score: Raw -1546886.531755 + Penalty 3093.078004 = -1543793.453752
  nChanged 35
		SP:Iteration 19Q (107061.860000 sec): 3 clusters
  Score: Raw -1546911.665639 + Penalty 3093.078004 = -1543818.587636
  nChanged 38
		SP:Iteration 20F (107062.140000 sec): 3 clusters
  Score: Raw -1546943.550279 + Penalty 3093.078004 = -1543850.472276
  nChanged 27
		SP:Iteration 21Q (107062.370000 sec): 3 clusters
  Score: Raw -1546966.194524 + Penalty 3093.078004 = -1543873.116520
  nChanged 13
		SP:Iteration 22Q (107062.540000 sec): 3 clusters
  Score: Raw -1546973.301357 + Penalty 3093.078004 = -1543880.223354
  nChanged 14
		SP:Iteration 23Q (107062.780000 sec): 3 clusters
  Score: Raw -1546980.936115 + Penalty 3093.078004 = -1543887.858112
  nChanged 9
		SP:Iteration 24Q (107063.060000 sec): 3 clusters
  Score: Raw -1546986.866682 + Penalty 3093.078004 = -1543893.788678
  nChanged 6
		SP:Iteration 25Q (107063.290000 sec): 3 clusters
  Score: Raw -1546991.632953 + Penalty 3093.078004 = -1543898.554950
  nChanged 4
		SP:Iteration 26Q (107063.480000 sec): 3 clusters
  Score: Raw -1546995.010485 + Penalty 3093.078004 = -1543901.932482
  nChanged 3
		SP:Iteration 27Q (107063.750000 sec): 3 clusters
  Score: Raw -1546996.002203 + Penalty 3093.078004 = -1543902.924199
  nChanged 2
		SP:Iteration 28Q (107063.960000 sec): 3 clusters
  Score: Raw -1546997.257609 + Penalty 3093.078004 = -1543904.179605
  nChanged 2
		SP:Iteration 29Q (107064.150000 sec): 3 clusters
  Score: Raw -1546999.455426 + Penalty 3093.078004 = -1543906.377422
  nChanged 3
		SP:Iteration 30Q (107064.400000 sec): 3 clusters
  Score: Raw -1547000.448652 + Penalty 3093.078004 = -1543907.370648
  nChanged 3
		SP:Iteration 31Q (107064.610000 sec): 3 clusters
  Score: Raw -1547001.806944 + Penalty 3093.078004 = -1543908.728940
  nChanged 2
		SP:Iteration 32Q (107064.860000 sec): 3 clusters
  Score: Raw -1547003.076494 + Penalty 3093.078004 = -1543909.998490
  nChanged 3
		SP:Iteration 33Q (107065.100000 sec): 3 clusters
  Score: Raw -1547004.342298 + Penalty 3093.078004 = -1543911.264295
  nChanged 3
		SP:Iteration 34Q (107065.350000 sec): 3 clusters
  Score: Raw -1547006.548622 + Penalty 3093.078004 = -1543913.470618
  nChanged 3
		SP:Iteration 35Q (107065.600000 sec): 3 clusters
  Score: Raw -1547008.319179 + Penalty 3093.078004 = -1543915.241176
  nChanged 3
		SP:Iteration 36Q (107065.820000 sec): 3 clusters
  Score: Raw -1547010.645712 + Penalty 3093.078004 = -1543917.567709
  nChanged 2
		SP:Iteration 37Q (107066.080000 sec): 3 clusters
  Score: Raw -1547012.547328 + Penalty 3093.078004 = -1543919.469325
  nChanged 1
		SP:Iteration 38Q (107066.290000 sec): 3 clusters
  Score: Raw -1547012.787443 + Penalty 3093.078004 = -1543919.709439
  nChanged 0
		SP:Iteration 39F (107066.560000 sec): 3 clusters
  Score: Raw -1547012.787443 + Penalty 3093.078004 = -1543919.709439
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (17390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107066.720000 sec): 2 clusters
  Score: Raw -2131642.602418 + Penalty 1586.593224 = -2130056.009195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107066.960000 sec): 3 clusters
  Score: Raw -2121219.276550 + Penalty 3173.186447 = -2118046.090103
  nChanged 7758
		SP:Iteration 1F (107067.210000 sec): 3 clusters
  Score: Raw -2125364.577044 + Penalty 3173.186447 = -2122191.390597
  nChanged 828
		SP:Iteration 2Q (107067.470000 sec): 3 clusters
  Score: Raw -2125650.099592 + Penalty 3173.186447 = -2122476.913145
  nChanged 780
		SP:Iteration 3Q (107067.720000 sec): 3 clusters
  Score: Raw -2125947.848775 + Penalty 3173.186447 = -2122774.662328
  nChanged 797
		SP:Iteration 4Q (107067.960000 sec): 3 clusters
  Score: Raw -2126265.391365 + Penalty 3173.186447 = -2123092.204918
  nChanged 781
		SP:Iteration 5Q (107068.200000 sec): 3 clusters
  Score: Raw -2126600.717923 + Penalty 3173.186447 = -2123427.531475
  nChanged 791
		SP:Iteration 6Q (107068.480000 sec): 3 clusters
  Score: Raw -2126969.070964 + Penalty 3173.186447 = -2123795.884516
  nChanged 818
		SP:Iteration 7Q (107068.720000 sec): 3 clusters
  Score: Raw -2127405.913497 + Penalty 3173.186447 = -2124232.727050
  nChanged 913
		SP:Iteration 8F (107068.950000 sec): 3 clusters
  Score: Raw -2127978.763039 + Penalty 3173.186447 = -2124805.576591
  nChanged 972
		SP:Iteration 9F (107069.230000 sec): 3 clusters
  Score: Raw -2128708.065669 + Penalty 3173.186447 = -2125534.879221
  nChanged 957
		SP:Iteration 10F (107069.470000 sec): 3 clusters
  Score: Raw -2129525.661915 + Penalty 3173.186447 = -2126352.475468
  nChanged 859
		SP:Iteration 11Q (107069.670000 sec): 3 clusters
  Score: Raw -2130216.057718 + Penalty 3173.186447 = -2127042.871271
  nChanged 661
		SP:Iteration 12Q (107069.920000 sec): 3 clusters
  Score: Raw -2130614.140306 + Penalty 3173.186447 = -2127440.953859
  nChanged 458
		SP:Iteration 13Q (107070.180000 sec): 3 clusters
  Score: Raw -2130829.736559 + Penalty 3173.186447 = -2127656.550112
  nChanged 314
		SP:Iteration 14Q (107070.410000 sec): 3 clusters
  Score: Raw -2130944.522419 + Penalty 3173.186447 = -2127771.335971
  nChanged 229
		SP:Iteration 15Q (107070.650000 sec): 3 clusters
  Score: Raw -2131027.802678 + Penalty 3173.186447 = -2127854.616231
  nChanged 194
		SP:Iteration 16Q (107070.860000 sec): 3 clusters
  Score: Raw -2131092.749641 + Penalty 3173.186447 = -2127919.563194
  nChanged 159
		SP:Iteration 17Q (107071.100000 sec): 3 clusters
  Score: Raw -2131145.809263 + Penalty 3173.186447 = -2127972.622815
  nChanged 163
		SP:Iteration 18Q (107071.400000 sec): 3 clusters
  Score: Raw -2131196.220050 + Penalty 3173.186447 = -2128023.033603
  nChanged 162
		SP:Iteration 19Q (107071.650000 sec): 3 clusters
  Score: Raw -2131247.078720 + Penalty 3173.186447 = -2128073.892272
  nChanged 150
		SP:Iteration 20F (107071.910000 sec): 3 clusters
  Score: Raw -2131292.782174 + Penalty 3173.186447 = -2128119.595726
  nChanged 143
		SP:Iteration 21Q (107072.170000 sec): 3 clusters
  Score: Raw -2131335.521271 + Penalty 3173.186447 = -2128162.334824
  nChanged 136
		SP:Iteration 22Q (107072.430000 sec): 3 clusters
  Score: Raw -2131378.368709 + Penalty 3173.186447 = -2128205.182261
  nChanged 145
		SP:Iteration 23Q (107072.700000 sec): 3 clusters
  Score: Raw -2131419.875466 + Penalty 3173.186447 = -2128246.689019
  nChanged 117
		SP:Iteration 24Q (107072.940000 sec): 3 clusters
  Score: Raw -2131447.276620 + Penalty 3173.186447 = -2128274.090172
  nChanged 95
		SP:Iteration 25Q (107073.200000 sec): 3 clusters
  Score: Raw -2131470.426490 + Penalty 3173.186447 = -2128297.240042
  nChanged 95
		SP:Iteration 26Q (107073.490000 sec): 3 clusters
  Score: Raw -2131494.165788 + Penalty 3173.186447 = -2128320.979340
  nChanged 89
		SP:Iteration 27Q (107073.720000 sec): 3 clusters
  Score: Raw -2131513.782098 + Penalty 3173.186447 = -2128340.595651
  nChanged 77
		SP:Iteration 28Q (107073.960000 sec): 3 clusters
  Score: Raw -2131533.145214 + Penalty 3173.186447 = -2128359.958767
  nChanged 86
		SP:Iteration 29Q (107074.240000 sec): 3 clusters
  Score: Raw -2131555.015454 + Penalty 3173.186447 = -2128381.829006
  nChanged 83
		SP:Iteration 30Q (107074.470000 sec): 3 clusters
  Score: Raw -2131574.713296 + Penalty 3173.186447 = -2128401.526849
  nChanged 61
		SP:Iteration 31Q (107074.680000 sec): 3 clusters
  Score: Raw -2131588.353351 + Penalty 3173.186447 = -2128415.166904
  nChanged 62
		SP:Iteration 32Q (107074.930000 sec): 3 clusters
  Score: Raw -2131605.593319 + Penalty 3173.186447 = -2128432.406872
  nChanged 70
		SP:Iteration 33Q (107075.200000 sec): 3 clusters
  Score: Raw -2131625.171217 + Penalty 3173.186447 = -2128451.984769
  nChanged 77
		SP:Iteration 34Q (107075.490000 sec): 3 clusters
  Score: Raw -2131644.712648 + Penalty 3173.186447 = -2128471.526201
  nChanged 69
		SP:Iteration 35Q (107075.750000 sec): 3 clusters
  Score: Raw -2131665.044611 + Penalty 3173.186447 = -2128491.858164
  nChanged 57
		SP:Iteration 36Q (107076.000000 sec): 3 clusters
  Score: Raw -2131679.003168 + Penalty 3173.186447 = -2128505.816721
  nChanged 50
		SP:Iteration 37Q (107076.250000 sec): 3 clusters
  Score: Raw -2131690.643754 + Penalty 3173.186447 = -2128517.457306
  nChanged 46
		SP:Iteration 38Q (107076.510000 sec): 3 clusters
  Score: Raw -2131702.182815 + Penalty 3173.186447 = -2128528.996368
  nChanged 42
		SP:Iteration 39Q (107076.730000 sec): 3 clusters
  Score: Raw -2131712.334714 + Penalty 3173.186447 = -2128539.148267
  nChanged 43
		SP:Iteration 40F (107076.990000 sec): 3 clusters
  Score: Raw -2131721.229557 + Penalty 3173.186447 = -2128548.043110
  nChanged 42
		SP:Iteration 41Q (107077.260000 sec): 3 clusters
  Score: Raw -2131730.528567 + Penalty 3173.186447 = -2128557.342120
  nChanged 36
		SP:Iteration 42Q (107077.520000 sec): 3 clusters
  Score: Raw -2131738.971096 + Penalty 3173.186447 = -2128565.784649
  nChanged 34
		SP:Iteration 43Q (107077.780000 sec): 3 clusters
  Score: Raw -2131744.732872 + Penalty 3173.186447 = -2128571.546425
  nChanged 26
		SP:Iteration 44Q (107078.040000 sec): 3 clusters
  Score: Raw -2131750.326608 + Penalty 3173.186447 = -2128577.140160
  nChanged 24
		SP:Iteration 45Q (107078.330000 sec): 3 clusters
  Score: Raw -2131756.115951 + Penalty 3173.186447 = -2128582.929504
  nChanged 29
		SP:Iteration 46Q (107078.610000 sec): 3 clusters
  Score: Raw -2131762.656047 + Penalty 3173.186447 = -2128589.469600
  nChanged 38
		SP:Iteration 47Q (107078.840000 sec): 3 clusters
  Score: Raw -2131771.889216 + Penalty 3173.186447 = -2128598.702768
  nChanged 41
		SP:Iteration 48Q (107079.110000 sec): 3 clusters
  Score: Raw -2131781.816196 + Penalty 3173.186447 = -2128608.629749
  nChanged 43
		SP:Iteration 49Q (107079.330000 sec): 3 clusters
  Score: Raw -2131792.892528 + Penalty 3173.186447 = -2128619.706081
  nChanged 44
		SP:Iteration 50Q (107079.560000 sec): 3 clusters
  Score: Raw -2131807.744542 + Penalty 3173.186447 = -2128634.558094
  nChanged 48
		SP:Iteration 51Q (107079.830000 sec): 3 clusters
  Score: Raw -2131820.373635 + Penalty 3173.186447 = -2128647.187187
  nChanged 48
		SP:Iteration 52Q (107080.040000 sec): 3 clusters
  Score: Raw -2131835.354713 + Penalty 3173.186447 = -2128662.168266
  nChanged 33
		SP:Iteration 53Q (107080.280000 sec): 3 clusters
  Score: Raw -2131841.885121 + Penalty 3173.186447 = -2128668.698674
  nChanged 33
		SP:Iteration 54Q (107080.520000 sec): 3 clusters
  Score: Raw -2131849.159454 + Penalty 3173.186447 = -2128675.973006
  nChanged 23
		SP:Iteration 55Q (107080.720000 sec): 3 clusters
  Score: Raw -2131855.010917 + Penalty 3173.186447 = -2128681.824470
  nChanged 29
		SP:Iteration 56Q (107081.020000 sec): 3 clusters
  Score: Raw -2131862.095659 + Penalty 3173.186447 = -2128688.909212
  nChanged 36
		SP:Iteration 57Q (107081.290000 sec): 3 clusters
  Score: Raw -2131872.025657 + Penalty 3173.186447 = -2128698.839209
  nChanged 35
		SP:Iteration 58Q (107081.480000 sec): 3 clusters
  Score: Raw -2131882.513450 + Penalty 3173.186447 = -2128709.327002
  nChanged 26
		SP:Iteration 59Q (107081.730000 sec): 3 clusters
  Score: Raw -2131889.699766 + Penalty 3173.186447 = -2128716.513318
  nChanged 28
		SP:Iteration 60F (107081.990000 sec): 3 clusters
  Score: Raw -2131900.340248 + Penalty 3173.186447 = -2128727.153801
  nChanged 24
		SP:Iteration 61Q (107082.220000 sec): 3 clusters
  Score: Raw -2131906.910948 + Penalty 3173.186447 = -2128733.724500
  nChanged 21
		SP:Iteration 62Q (107082.500000 sec): 3 clusters
  Score: Raw -2131911.844769 + Penalty 3173.186447 = -2128738.658322
  nChanged 19
		SP:Iteration 63Q (107082.720000 sec): 3 clusters
  Score: Raw -2131916.568180 + Penalty 3173.186447 = -2128743.381733
  nChanged 16
		SP:Iteration 64Q (107082.970000 sec): 3 clusters
  Score: Raw -2131921.418831 + Penalty 3173.186447 = -2128748.232384
  nChanged 17
		SP:Iteration 65Q (107083.190000 sec): 3 clusters
  Score: Raw -2131926.814924 + Penalty 3173.186447 = -2128753.628476
  nChanged 19
		SP:Iteration 66Q (107083.440000 sec): 3 clusters
  Score: Raw -2131934.187618 + Penalty 3173.186447 = -2128761.001170
  nChanged 24
		SP:Iteration 67Q (107083.720000 sec): 3 clusters
  Score: Raw -2131941.885114 + Penalty 3173.186447 = -2128768.698667
  nChanged 20
		SP:Iteration 68Q (107083.950000 sec): 3 clusters
  Score: Raw -2131947.776659 + Penalty 3173.186447 = -2128774.590212
  nChanged 13
		SP:Iteration 69Q (107084.210000 sec): 3 clusters
  Score: Raw -2131951.978340 + Penalty 3173.186447 = -2128778.791892
  nChanged 13
		SP:Iteration 70Q (107084.480000 sec): 3 clusters
  Score: Raw -2131955.179509 + Penalty 3173.186447 = -2128781.993062
  nChanged 12
		SP:Iteration 71Q (107084.740000 sec): 3 clusters
  Score: Raw -2131957.684937 + Penalty 3173.186447 = -2128784.498490
  nChanged 12
		SP:Iteration 72Q (107084.950000 sec): 3 clusters
  Score: Raw -2131960.379829 + Penalty 3173.186447 = -2128787.193382
  nChanged 15
		SP:Iteration 73Q (107085.210000 sec): 3 clusters
  Score: Raw -2131965.430676 + Penalty 3173.186447 = -2128792.244229
  nChanged 15
		SP:Iteration 74Q (107085.430000 sec): 3 clusters
  Score: Raw -2131969.746692 + Penalty 3173.186447 = -2128796.560245
  nChanged 9
		SP:Iteration 75Q (107085.730000 sec): 3 clusters
  Score: Raw -2131971.586126 + Penalty 3173.186447 = -2128798.399679
  nChanged 9
		SP:Iteration 76Q (107085.960000 sec): 3 clusters
  Score: Raw -2131973.866474 + Penalty 3173.186447 = -2128800.680026
  nChanged 9
		SP:Iteration 77Q (107086.210000 sec): 3 clusters
  Score: Raw -2131975.557399 + Penalty 3173.186447 = -2128802.370951
  nChanged 9
		SP:Iteration 78Q (107086.470000 sec): 3 clusters
  Score: Raw -2131978.250176 + Penalty 3173.186447 = -2128805.063729
  nChanged 10
		SP:Iteration 79Q (107086.740000 sec): 3 clusters
  Score: Raw -2131980.537206 + Penalty 3173.186447 = -2128807.350759
  nChanged 6
		SP:Iteration 80F (107087.000000 sec): 3 clusters
  Score: Raw -2131981.897156 + Penalty 3173.186447 = -2128808.710709
  nChanged 5
		SP:Iteration 81Q (107087.230000 sec): 3 clusters
  Score: Raw -2131983.097287 + Penalty 3173.186447 = -2128809.910839
  nChanged 5
		SP:Iteration 82Q (107087.470000 sec): 3 clusters
  Score: Raw -2131984.627497 + Penalty 3173.186447 = -2128811.441049
  nChanged 7
		SP:Iteration 83Q (107087.670000 sec): 3 clusters
  Score: Raw -2131986.196778 + Penalty 3173.186447 = -2128813.010331
  nChanged 7
		SP:Iteration 84Q (107087.890000 sec): 3 clusters
  Score: Raw -2131987.576513 + Penalty 3173.186447 = -2128814.390065
  nChanged 3
		SP:Iteration 85Q (107088.150000 sec): 3 clusters
  Score: Raw -2131988.448647 + Penalty 3173.186447 = -2128815.262200
  nChanged 2
		SP:Iteration 86Q (107088.380000 sec): 3 clusters
  Score: Raw -2131988.731066 + Penalty 3173.186447 = -2128815.544619
  nChanged 2
		SP:Iteration 87Q (107088.640000 sec): 3 clusters
  Score: Raw -2131989.131270 + Penalty 3173.186447 = -2128815.944823
  nChanged 0
		SP:Iteration 88F (107088.890000 sec): 3 clusters
  Score: Raw -2131989.131270 + Penalty 3173.186447 = -2128815.944823
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (20224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107089.080000 sec): 2 clusters
  Score: Raw -2259724.040034 + Penalty 1611.126611 = -2258112.913423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107089.320000 sec): 3 clusters
  Score: Raw -2247541.717158 + Penalty 3222.253222 = -2244319.463937
  nChanged 9137
		SP:Iteration 1F (107089.630000 sec): 3 clusters
  Score: Raw -2252741.050607 + Penalty 3222.253222 = -2249518.797386
  nChanged 1033
		SP:Iteration 2F (107089.890000 sec): 3 clusters
  Score: Raw -2253098.570062 + Penalty 3222.253222 = -2249876.316841
  nChanged 894
		SP:Iteration 3Q (107090.160000 sec): 3 clusters
  Score: Raw -2253424.149395 + Penalty 3222.253222 = -2250201.896174
  nChanged 908
		SP:Iteration 4Q (107090.430000 sec): 3 clusters
  Score: Raw -2253792.088208 + Penalty 3222.253222 = -2250569.834987
  nChanged 942
		SP:Iteration 5Q (107090.680000 sec): 3 clusters
  Score: Raw -2254184.663014 + Penalty 3222.253222 = -2250962.409792
  nChanged 939
		SP:Iteration 6Q (107090.970000 sec): 3 clusters
  Score: Raw -2254602.531253 + Penalty 3222.253222 = -2251380.278032
  nChanged 986
		SP:Iteration 7Q (107091.210000 sec): 3 clusters
  Score: Raw -2255062.642242 + Penalty 3222.253222 = -2251840.389020
  nChanged 939
		SP:Iteration 8Q (107091.520000 sec): 3 clusters
  Score: Raw -2255536.375672 + Penalty 3222.253222 = -2252314.122451
  nChanged 876
		SP:Iteration 9Q (107091.730000 sec): 3 clusters
  Score: Raw -2256017.868260 + Penalty 3222.253222 = -2252795.615038
  nChanged 809
		SP:Iteration 10Q (107091.970000 sec): 3 clusters
  Score: Raw -2256464.376243 + Penalty 3222.253222 = -2253242.123021
  nChanged 763
		SP:Iteration 11Q (107092.270000 sec): 3 clusters
  Score: Raw -2256942.440642 + Penalty 3222.253222 = -2253720.187420
  nChanged 703
		SP:Iteration 12Q (107092.540000 sec): 3 clusters
  Score: Raw -2257362.028916 + Penalty 3222.253222 = -2254139.775694
  nChanged 557
		SP:Iteration 13Q (107092.840000 sec): 3 clusters
  Score: Raw -2257639.007016 + Penalty 3222.253222 = -2254416.753795
  nChanged 408
		SP:Iteration 14Q (107093.110000 sec): 3 clusters
  Score: Raw -2257798.202136 + Penalty 3222.253222 = -2254575.948915
  nChanged 296
		SP:Iteration 15Q (107093.400000 sec): 3 clusters
  Score: Raw -2257902.760847 + Penalty 3222.253222 = -2254680.507625
  nChanged 260
		SP:Iteration 16Q (107093.690000 sec): 3 clusters
  Score: Raw -2257988.549294 + Penalty 3222.253222 = -2254766.296072
  nChanged 237
		SP:Iteration 17Q (107093.960000 sec): 3 clusters
  Score: Raw -2258066.751504 + Penalty 3222.253222 = -2254844.498282
  nChanged 227
		SP:Iteration 18Q (107094.200000 sec): 3 clusters
  Score: Raw -2258143.314274 + Penalty 3222.253222 = -2254921.061052
  nChanged 261
		SP:Iteration 19Q (107094.480000 sec): 3 clusters
  Score: Raw -2258235.927440 + Penalty 3222.253222 = -2255013.674218
  nChanged 241
		SP:Iteration 20F (107094.760000 sec): 3 clusters
  Score: Raw -2258315.660708 + Penalty 3222.253222 = -2255093.407487
  nChanged 230
		SP:Iteration 21Q (107095.020000 sec): 3 clusters
  Score: Raw -2258399.469130 + Penalty 3222.253222 = -2255177.215909
  nChanged 241
		SP:Iteration 22Q (107095.270000 sec): 3 clusters
  Score: Raw -2258497.872192 + Penalty 3222.253222 = -2255275.618971
  nChanged 250
		SP:Iteration 23Q (107095.580000 sec): 3 clusters
  Score: Raw -2258597.024478 + Penalty 3222.253222 = -2255374.771257
  nChanged 237
		SP:Iteration 24Q (107095.840000 sec): 3 clusters
  Score: Raw -2258686.780481 + Penalty 3222.253222 = -2255464.527259
  nChanged 212
		SP:Iteration 25Q (107096.120000 sec): 3 clusters
  Score: Raw -2258773.057564 + Penalty 3222.253222 = -2255550.804343
  nChanged 198
		SP:Iteration 26Q (107096.360000 sec): 3 clusters
  Score: Raw -2258845.556984 + Penalty 3222.253222 = -2255623.303763
  nChanged 178
		SP:Iteration 27Q (107096.620000 sec): 3 clusters
  Score: Raw -2258916.817803 + Penalty 3222.253222 = -2255694.564582
  nChanged 196
		SP:Iteration 28Q (107096.890000 sec): 3 clusters
  Score: Raw -2258990.717495 + Penalty 3222.253222 = -2255768.464274
  nChanged 169
		SP:Iteration 29Q (107097.160000 sec): 3 clusters
  Score: Raw -2259057.065863 + Penalty 3222.253222 = -2255834.812641
  nChanged 189
		SP:Iteration 30Q (107097.440000 sec): 3 clusters
  Score: Raw -2259130.971852 + Penalty 3222.253222 = -2255908.718630
  nChanged 164
		SP:Iteration 31Q (107097.660000 sec): 3 clusters
  Score: Raw -2259197.886523 + Penalty 3222.253222 = -2255975.633302
  nChanged 151
		SP:Iteration 32Q (107097.890000 sec): 3 clusters
  Score: Raw -2259262.758306 + Penalty 3222.253222 = -2256040.505084
  nChanged 135
		SP:Iteration 33Q (107098.130000 sec): 3 clusters
  Score: Raw -2259320.254947 + Penalty 3222.253222 = -2256098.001725
  nChanged 143
		SP:Iteration 34Q (107098.370000 sec): 3 clusters
  Score: Raw -2259383.539420 + Penalty 3222.253222 = -2256161.286198
  nChanged 147
		SP:Iteration 35Q (107098.660000 sec): 3 clusters
  Score: Raw -2259451.262079 + Penalty 3222.253222 = -2256229.008857
  nChanged 141
		SP:Iteration 36Q (107098.960000 sec): 3 clusters
  Score: Raw -2259516.297567 + Penalty 3222.253222 = -2256294.044345
  nChanged 117
		SP:Iteration 37Q (107099.230000 sec): 3 clusters
  Score: Raw -2259573.287903 + Penalty 3222.253222 = -2256351.034682
  nChanged 103
		SP:Iteration 38Q (107099.460000 sec): 3 clusters
  Score: Raw -2259625.277360 + Penalty 3222.253222 = -2256403.024138
  nChanged 92
		SP:Iteration 39Q (107099.730000 sec): 3 clusters
  Score: Raw -2259669.406684 + Penalty 3222.253222 = -2256447.153463
  nChanged 90
		SP:Iteration 40F (107099.990000 sec): 3 clusters
  Score: Raw -2259712.372561 + Penalty 3222.253222 = -2256490.119340
  nChanged 68
		SP:Iteration 41Q (107100.260000 sec): 3 clusters
  Score: Raw -2259735.031491 + Penalty 3222.253222 = -2256512.778269
  nChanged 52
		SP:Iteration 42Q (107100.500000 sec): 3 clusters
  Score: Raw -2259754.465704 + Penalty 3222.253222 = -2256532.212483
  nChanged 50
		SP:Iteration 43Q (107100.770000 sec): 3 clusters
  Score: Raw -2259773.949834 + Penalty 3222.253222 = -2256551.696612
  nChanged 42
		SP:Iteration 44Q (107101.050000 sec): 3 clusters
  Score: Raw -2259789.509442 + Penalty 3222.253222 = -2256567.256221
  nChanged 37
		SP:Iteration 45Q (107101.340000 sec): 3 clusters
  Score: Raw -2259803.834417 + Penalty 3222.253222 = -2256581.581196
  nChanged 37
		SP:Iteration 46Q (107101.600000 sec): 3 clusters
  Score: Raw -2259818.275977 + Penalty 3222.253222 = -2256596.022755
  nChanged 36
		SP:Iteration 47Q (107101.910000 sec): 3 clusters
  Score: Raw -2259833.123417 + Penalty 3222.253222 = -2256610.870195
  nChanged 40
		SP:Iteration 48Q (107102.170000 sec): 3 clusters
  Score: Raw -2259851.831424 + Penalty 3222.253222 = -2256629.578203
  nChanged 42
		SP:Iteration 49Q (107102.430000 sec): 3 clusters
  Score: Raw -2259869.165444 + Penalty 3222.253222 = -2256646.912223
  nChanged 28
		SP:Iteration 50Q (107102.710000 sec): 3 clusters
  Score: Raw -2259879.675302 + Penalty 3222.253222 = -2256657.422081
  nChanged 28
		SP:Iteration 51Q (107102.910000 sec): 3 clusters
  Score: Raw -2259894.210411 + Penalty 3222.253222 = -2256671.957190
  nChanged 36
		SP:Iteration 52Q (107103.180000 sec): 3 clusters
  Score: Raw -2259912.600810 + Penalty 3222.253222 = -2256690.347589
  nChanged 27
		SP:Iteration 53Q (107103.430000 sec): 3 clusters
  Score: Raw -2259925.915477 + Penalty 3222.253222 = -2256703.662256
  nChanged 27
		SP:Iteration 54Q (107103.730000 sec): 3 clusters
  Score: Raw -2259939.138365 + Penalty 3222.253222 = -2256716.885144
  nChanged 25
		SP:Iteration 55Q (107103.970000 sec): 3 clusters
  Score: Raw -2259949.667404 + Penalty 3222.253222 = -2256727.414182
  nChanged 17
		SP:Iteration 56Q (107104.240000 sec): 3 clusters
  Score: Raw -2259954.915402 + Penalty 3222.253222 = -2256732.662181
  nChanged 11
		SP:Iteration 57Q (107104.520000 sec): 3 clusters
  Score: Raw -2259957.532279 + Penalty 3222.253222 = -2256735.279058
  nChanged 6
		SP:Iteration 58Q (107104.760000 sec): 3 clusters
  Score: Raw -2259959.328799 + Penalty 3222.253222 = -2256737.075577
  nChanged 4
		SP:Iteration 59Q (107105.050000 sec): 3 clusters
  Score: Raw -2259960.633998 + Penalty 3222.253222 = -2256738.380776
  nChanged 8
		SP:Iteration 60F (107105.290000 sec): 3 clusters
  Score: Raw -2259963.437563 + Penalty 3222.253222 = -2256741.184342
  nChanged 8
		SP:Iteration 61Q (107105.570000 sec): 3 clusters
  Score: Raw -2259967.054093 + Penalty 3222.253222 = -2256744.800872
  nChanged 9
		SP:Iteration 62Q (107105.880000 sec): 3 clusters
  Score: Raw -2259971.251715 + Penalty 3222.253222 = -2256748.998494
  nChanged 12
		SP:Iteration 63Q (107106.130000 sec): 3 clusters
  Score: Raw -2259976.816604 + Penalty 3222.253222 = -2256754.563382
  nChanged 20
		SP:Iteration 64Q (107106.390000 sec): 3 clusters
  Score: Raw -2259987.126713 + Penalty 3222.253222 = -2256764.873491
  nChanged 15
		SP:Iteration 65Q (107106.700000 sec): 3 clusters
  Score: Raw -2259993.760683 + Penalty 3222.253222 = -2256771.507462
  nChanged 8
		SP:Iteration 66Q (107106.950000 sec): 3 clusters
  Score: Raw -2259996.950707 + Penalty 3222.253222 = -2256774.697486
  nChanged 8
		SP:Iteration 67Q (107107.200000 sec): 3 clusters
  Score: Raw -2260001.129508 + Penalty 3222.253222 = -2256778.876287
  nChanged 7
		SP:Iteration 68Q (107107.470000 sec): 3 clusters
  Score: Raw -2260003.470327 + Penalty 3222.253222 = -2256781.217105
  nChanged 7
		SP:Iteration 69Q (107107.750000 sec): 3 clusters
  Score: Raw -2260005.784272 + Penalty 3222.253222 = -2256783.531051
  nChanged 7
		SP:Iteration 70Q (107108.080000 sec): 3 clusters
  Score: Raw -2260008.931813 + Penalty 3222.253222 = -2256786.678591
  nChanged 8
		SP:Iteration 71Q (107108.320000 sec): 3 clusters
  Score: Raw -2260013.844949 + Penalty 3222.253222 = -2256791.591728
  nChanged 8
		SP:Iteration 72Q (107108.590000 sec): 3 clusters
  Score: Raw -2260017.385112 + Penalty 3222.253222 = -2256795.131891
  nChanged 8
		SP:Iteration 73Q (107108.830000 sec): 3 clusters
  Score: Raw -2260022.367439 + Penalty 3222.253222 = -2256800.114218
  nChanged 8
		SP:Iteration 74Q (107109.110000 sec): 3 clusters
  Score: Raw -2260026.528332 + Penalty 3222.253222 = -2256804.275111
  nChanged 6
		SP:Iteration 75Q (107109.370000 sec): 3 clusters
  Score: Raw -2260029.232861 + Penalty 3222.253222 = -2256806.979640
  nChanged 3
		SP:Iteration 76Q (107109.610000 sec): 3 clusters
  Score: Raw -2260030.422668 + Penalty 3222.253222 = -2256808.169447
  nChanged 2
		SP:Iteration 77Q (107109.880000 sec): 3 clusters
  Score: Raw -2260031.440780 + Penalty 3222.253222 = -2256809.187558
  nChanged 0
		SP:Iteration 78F (107110.130000 sec): 3 clusters
  Score: Raw -2260031.440780 + Penalty 3222.253222 = -2256809.187558
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (29055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107110.390000 sec): 2 clusters
  Score: Raw -3465337.040463 + Penalty 1670.003703 = -3463667.036760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107110.720000 sec): 3 clusters
  Score: Raw -3447388.420484 + Penalty 3340.007406 = -3444048.413078
  nChanged 13407
		SP:Iteration 1F (107111.040000 sec): 3 clusters
  Score: Raw -3454940.833859 + Penalty 3340.007406 = -3451600.826453
  nChanged 1377
		SP:Iteration 2Q (107111.340000 sec): 3 clusters
  Score: Raw -3455407.478556 + Penalty 3340.007406 = -3452067.471150
  nChanged 1300
		SP:Iteration 3Q (107111.690000 sec): 3 clusters
  Score: Raw -3455889.412991 + Penalty 3340.007406 = -3452549.405585
  nChanged 1276
		SP:Iteration 4Q (107112.050000 sec): 3 clusters
  Score: Raw -3456410.133055 + Penalty 3340.007406 = -3453070.125649
  nChanged 1350
		SP:Iteration 5Q (107112.390000 sec): 3 clusters
  Score: Raw -3457026.245239 + Penalty 3340.007406 = -3453686.237833
  nChanged 1436
		SP:Iteration 6Q (107112.750000 sec): 3 clusters
  Score: Raw -3457751.641189 + Penalty 3340.007406 = -3454411.633783
  nChanged 1562
		SP:Iteration 7F (107113.120000 sec): 3 clusters
  Score: Raw -3458618.905745 + Penalty 3340.007406 = -3455278.898339
  nChanged 1615
		SP:Iteration 8F (107113.470000 sec): 3 clusters
  Score: Raw -3459696.422880 + Penalty 3340.007406 = -3456356.415474
  nChanged 1646
		SP:Iteration 9F (107113.820000 sec): 3 clusters
  Score: Raw -3460945.766261 + Penalty 3340.007406 = -3457605.758855
  nChanged 1585
		SP:Iteration 10F (107114.100000 sec): 3 clusters
  Score: Raw -3462088.810903 + Penalty 3340.007406 = -3458748.803497
  nChanged 1239
		SP:Iteration 11Q (107114.470000 sec): 3 clusters
  Score: Raw -3462852.968613 + Penalty 3340.007406 = -3459512.961207
  nChanged 914
		SP:Iteration 12Q (107114.770000 sec): 3 clusters
  Score: Raw -3463296.043159 + Penalty 3340.007406 = -3459956.035753
  nChanged 644
		SP:Iteration 13Q (107115.100000 sec): 3 clusters
  Score: Raw -3463562.432552 + Penalty 3340.007406 = -3460222.425146
  nChanged 525
		SP:Iteration 14Q (107115.420000 sec): 3 clusters
  Score: Raw -3463757.393423 + Penalty 3340.007406 = -3460417.386017
  nChanged 420
		SP:Iteration 15Q (107115.780000 sec): 3 clusters
  Score: Raw -3463914.178565 + Penalty 3340.007406 = -3460574.171159
  nChanged 374
		SP:Iteration 16Q (107116.180000 sec): 3 clusters
  Score: Raw -3464041.488189 + Penalty 3340.007406 = -3460701.480783
  nChanged 327
		SP:Iteration 17Q (107116.480000 sec): 3 clusters
  Score: Raw -3464144.315184 + Penalty 3340.007406 = -3460804.307778
  nChanged 291
		SP:Iteration 18Q (107116.840000 sec): 3 clusters
  Score: Raw -3464228.579919 + Penalty 3340.007406 = -3460888.572513
  nChanged 275
		SP:Iteration 19Q (107117.150000 sec): 3 clusters
  Score: Raw -3464303.710670 + Penalty 3340.007406 = -3460963.703264
  nChanged 272
		SP:Iteration 20F (107117.530000 sec): 3 clusters
  Score: Raw -3464380.495090 + Penalty 3340.007406 = -3461040.487684
  nChanged 231
		SP:Iteration 21Q (107117.860000 sec): 3 clusters
  Score: Raw -3464438.009115 + Penalty 3340.007406 = -3461098.001709
  nChanged 194
		SP:Iteration 22Q (107118.160000 sec): 3 clusters
  Score: Raw -3464478.916914 + Penalty 3340.007406 = -3461138.909508
  nChanged 186
		SP:Iteration 23Q (107118.510000 sec): 3 clusters
  Score: Raw -3464522.005182 + Penalty 3340.007406 = -3461181.997776
  nChanged 180
		SP:Iteration 24Q (107118.870000 sec): 3 clusters
  Score: Raw -3464560.198699 + Penalty 3340.007406 = -3461220.191293
  nChanged 167
		SP:Iteration 25Q (107119.220000 sec): 3 clusters
  Score: Raw -3464596.661431 + Penalty 3340.007406 = -3461256.654025
  nChanged 170
		SP:Iteration 26Q (107119.520000 sec): 3 clusters
  Score: Raw -3464633.146218 + Penalty 3340.007406 = -3461293.138812
  nChanged 173
		SP:Iteration 27Q (107119.880000 sec): 3 clusters
  Score: Raw -3464671.144778 + Penalty 3340.007406 = -3461331.137372
  nChanged 159
		SP:Iteration 28Q (107120.200000 sec): 3 clusters
  Score: Raw -3464703.284344 + Penalty 3340.007406 = -3461363.276938
  nChanged 169
		SP:Iteration 29Q (107120.540000 sec): 3 clusters
  Score: Raw -3464736.341959 + Penalty 3340.007406 = -3461396.334553
  nChanged 139
		SP:Iteration 30Q (107120.870000 sec): 3 clusters
  Score: Raw -3464761.932476 + Penalty 3340.007406 = -3461421.925071
  nChanged 121
		SP:Iteration 31Q (107121.200000 sec): 3 clusters
  Score: Raw -3464782.153212 + Penalty 3340.007406 = -3461442.145806
  nChanged 118
		SP:Iteration 32Q (107121.530000 sec): 3 clusters
  Score: Raw -3464800.024264 + Penalty 3340.007406 = -3461460.016858
  nChanged 110
		SP:Iteration 33Q (107121.830000 sec): 3 clusters
  Score: Raw -3464816.814728 + Penalty 3340.007406 = -3461476.807322
  nChanged 97
		SP:Iteration 34Q (107122.140000 sec): 3 clusters
  Score: Raw -3464830.734931 + Penalty 3340.007406 = -3461490.727525
  nChanged 106
		SP:Iteration 35Q (107122.480000 sec): 3 clusters
  Score: Raw -3464844.918397 + Penalty 3340.007406 = -3461504.910991
  nChanged 100
		SP:Iteration 36Q (107122.780000 sec): 3 clusters
  Score: Raw -3464860.705448 + Penalty 3340.007406 = -3461520.698042
  nChanged 101
		SP:Iteration 37Q (107123.130000 sec): 3 clusters
  Score: Raw -3464876.314557 + Penalty 3340.007406 = -3461536.307151
  nChanged 84
		SP:Iteration 38Q (107123.460000 sec): 3 clusters
  Score: Raw -3464888.280426 + Penalty 3340.007406 = -3461548.273020
  nChanged 82
		SP:Iteration 39Q (107123.770000 sec): 3 clusters
  Score: Raw -3464899.390121 + Penalty 3340.007406 = -3461559.382716
  nChanged 84
		SP:Iteration 40F (107124.120000 sec): 3 clusters
  Score: Raw -3464909.262922 + Penalty 3340.007406 = -3461569.255516
  nChanged 66
		SP:Iteration 41Q (107124.460000 sec): 3 clusters
  Score: Raw -3464916.519698 + Penalty 3340.007406 = -3461576.512293
  nChanged 71
		SP:Iteration 42Q (107124.800000 sec): 3 clusters
  Score: Raw -3464924.277793 + Penalty 3340.007406 = -3461584.270387
  nChanged 72
		SP:Iteration 43Q (107125.180000 sec): 3 clusters
  Score: Raw -3464933.584426 + Penalty 3340.007406 = -3461593.577020
  nChanged 85
		SP:Iteration 44Q (107125.540000 sec): 3 clusters
  Score: Raw -3464945.828329 + Penalty 3340.007406 = -3461605.820923
  nChanged 81
		SP:Iteration 45Q (107125.860000 sec): 3 clusters
  Score: Raw -3464958.735477 + Penalty 3340.007406 = -3461618.728071
  nChanged 84
		SP:Iteration 46Q (107126.200000 sec): 3 clusters
  Score: Raw -3464972.094157 + Penalty 3340.007406 = -3461632.086752
  nChanged 90
		SP:Iteration 47Q (107126.510000 sec): 3 clusters
  Score: Raw -3464985.116791 + Penalty 3340.007406 = -3461645.109385
  nChanged 86
		SP:Iteration 48Q (107126.840000 sec): 3 clusters
  Score: Raw -3464998.191020 + Penalty 3340.007406 = -3461658.183614
  nChanged 81
		SP:Iteration 49Q (107127.180000 sec): 3 clusters
  Score: Raw -3465009.100968 + Penalty 3340.007406 = -3461669.093562
  nChanged 88
		SP:Iteration 50Q (107127.500000 sec): 3 clusters
  Score: Raw -3465021.445795 + Penalty 3340.007406 = -3461681.438389
  nChanged 85
		SP:Iteration 51Q (107127.840000 sec): 3 clusters
  Score: Raw -3465032.766496 + Penalty 3340.007406 = -3461692.759090
  nChanged 80
		SP:Iteration 52Q (107128.170000 sec): 3 clusters
  Score: Raw -3465043.198892 + Penalty 3340.007406 = -3461703.191486
  nChanged 75
		SP:Iteration 53Q (107128.480000 sec): 3 clusters
  Score: Raw -3465053.412942 + Penalty 3340.007406 = -3461713.405536
  nChanged 74
		SP:Iteration 54Q (107128.850000 sec): 3 clusters
  Score: Raw -3465063.392396 + Penalty 3340.007406 = -3461723.384990
  nChanged 77
		SP:Iteration 55Q (107129.210000 sec): 3 clusters
  Score: Raw -3465074.959773 + Penalty 3340.007406 = -3461734.952367
  nChanged 70
		SP:Iteration 56Q (107129.570000 sec): 3 clusters
  Score: Raw -3465086.636143 + Penalty 3340.007406 = -3461746.628738
  nChanged 86
		SP:Iteration 57Q (107129.860000 sec): 3 clusters
  Score: Raw -3465100.170922 + Penalty 3340.007406 = -3461760.163516
  nChanged 82
		SP:Iteration 58Q (107130.160000 sec): 3 clusters
  Score: Raw -3465114.242187 + Penalty 3340.007406 = -3461774.234781
  nChanged 82
		SP:Iteration 59Q (107130.560000 sec): 3 clusters
  Score: Raw -3465126.985701 + Penalty 3340.007406 = -3461786.978295
  nChanged 86
		SP:Iteration 60F (107130.870000 sec): 3 clusters
  Score: Raw -3465140.318773 + Penalty 3340.007406 = -3461800.311367
  nChanged 86
		SP:Iteration 61Q (107131.180000 sec): 3 clusters
  Score: Raw -3465155.431453 + Penalty 3340.007406 = -3461815.424047
  nChanged 79
		SP:Iteration 62Q (107131.490000 sec): 3 clusters
  Score: Raw -3465167.346653 + Penalty 3340.007406 = -3461827.339247
  nChanged 63
		SP:Iteration 63Q (107131.830000 sec): 3 clusters
  Score: Raw -3465177.229414 + Penalty 3340.007406 = -3461837.222008
  nChanged 60
		SP:Iteration 64Q (107132.190000 sec): 3 clusters
  Score: Raw -3465185.559185 + Penalty 3340.007406 = -3461845.551779
  nChanged 63
		SP:Iteration 65Q (107132.520000 sec): 3 clusters
  Score: Raw -3465194.115981 + Penalty 3340.007406 = -3461854.108575
  nChanged 67
		SP:Iteration 66Q (107132.810000 sec): 3 clusters
  Score: Raw -3465203.552749 + Penalty 3340.007406 = -3461863.545343
  nChanged 62
		SP:Iteration 67Q (107133.110000 sec): 3 clusters
  Score: Raw -3465212.057487 + Penalty 3340.007406 = -3461872.050081
  nChanged 69
		SP:Iteration 68Q (107133.460000 sec): 3 clusters
  Score: Raw -3465221.268351 + Penalty 3340.007406 = -3461881.260945
  nChanged 67
		SP:Iteration 69Q (107133.740000 sec): 3 clusters
  Score: Raw -3465232.075545 + Penalty 3340.007406 = -3461892.068139
  nChanged 79
		SP:Iteration 70Q (107134.070000 sec): 3 clusters
  Score: Raw -3465244.319485 + Penalty 3340.007406 = -3461904.312079
  nChanged 75
		SP:Iteration 71Q (107134.380000 sec): 3 clusters
  Score: Raw -3465257.021290 + Penalty 3340.007406 = -3461917.013884
  nChanged 66
		SP:Iteration 72Q (107134.670000 sec): 3 clusters
  Score: Raw -3465268.084801 + Penalty 3340.007406 = -3461928.077395
  nChanged 62
		SP:Iteration 73Q (107135.010000 sec): 3 clusters
  Score: Raw -3465275.775536 + Penalty 3340.007406 = -3461935.768130
  nChanged 44
		SP:Iteration 74Q (107135.380000 sec): 3 clusters
  Score: Raw -3465281.845914 + Penalty 3340.007406 = -3461941.838508
  nChanged 43
		SP:Iteration 75Q (107135.650000 sec): 3 clusters
  Score: Raw -3465287.999711 + Penalty 3340.007406 = -3461947.992305
  nChanged 50
		SP:Iteration 76Q (107135.970000 sec): 3 clusters
  Score: Raw -3465295.019983 + Penalty 3340.007406 = -3461955.012577
  nChanged 47
		SP:Iteration 77Q (107136.290000 sec): 3 clusters
  Score: Raw -3465302.191442 + Penalty 3340.007406 = -3461962.184036
  nChanged 55
		SP:Iteration 78Q (107136.570000 sec): 3 clusters
  Score: Raw -3465311.552102 + Penalty 3340.007406 = -3461971.544696
  nChanged 52
		SP:Iteration 79Q (107136.880000 sec): 3 clusters
  Score: Raw -3465318.542774 + Penalty 3340.007406 = -3461978.535368
  nChanged 34
		SP:Iteration 80F (107137.230000 sec): 3 clusters
  Score: Raw -3465322.889426 + Penalty 3340.007406 = -3461982.882020
  nChanged 35
		SP:Iteration 81Q (107137.520000 sec): 3 clusters
  Score: Raw -3465327.704106 + Penalty 3340.007406 = -3461987.696700
  nChanged 37
		SP:Iteration 82Q (107137.880000 sec): 3 clusters
  Score: Raw -3465331.781081 + Penalty 3340.007406 = -3461991.773675
  nChanged 20
		SP:Iteration 83Q (107138.210000 sec): 3 clusters
  Score: Raw -3465333.908543 + Penalty 3340.007406 = -3461993.901137
  nChanged 20
		SP:Iteration 84Q (107138.500000 sec): 3 clusters
  Score: Raw -3465336.769588 + Penalty 3340.007406 = -3461996.762182
  nChanged 27
		SP:Iteration 85Q (107138.800000 sec): 3 clusters
  Score: Raw -3465339.840143 + Penalty 3340.007406 = -3461999.832737
  nChanged 25
		SP:Iteration 86Q (107139.130000 sec): 3 clusters
  Score: Raw -3465342.282657 + Penalty 3340.007406 = -3462002.275251
  nChanged 17
		SP:Iteration 87Q (107139.430000 sec): 3 clusters
  Score: Raw -3465344.065086 + Penalty 3340.007406 = -3462004.057680
  nChanged 18
		SP:Iteration 88Q (107139.760000 sec): 3 clusters
  Score: Raw -3465345.746149 + Penalty 3340.007406 = -3462005.738743
  nChanged 13
		SP:Iteration 89Q (107140.090000 sec): 3 clusters
  Score: Raw -3465346.994503 + Penalty 3340.007406 = -3462006.987097
  nChanged 14
		SP:Iteration 90Q (107140.400000 sec): 3 clusters
  Score: Raw -3465348.248423 + Penalty 3340.007406 = -3462008.241017
  nChanged 15
		SP:Iteration 91Q (107140.680000 sec): 3 clusters
  Score: Raw -3465349.950121 + Penalty 3340.007406 = -3462009.942715
  nChanged 20
		SP:Iteration 92Q (107141.010000 sec): 3 clusters
  Score: Raw -3465352.317487 + Penalty 3340.007406 = -3462012.310081
  nChanged 15
		SP:Iteration 93Q (107141.330000 sec): 3 clusters
  Score: Raw -3465353.668935 + Penalty 3340.007406 = -3462013.661529
  nChanged 15
		SP:Iteration 94Q (107141.600000 sec): 3 clusters
  Score: Raw -3465355.592814 + Penalty 3340.007406 = -3462015.585408
  nChanged 16
		SP:Iteration 95Q (107141.870000 sec): 3 clusters
  Score: Raw -3465358.203876 + Penalty 3340.007406 = -3462018.196470
  nChanged 18
		SP:Iteration 96Q (107142.150000 sec): 3 clusters
  Score: Raw -3465360.359196 + Penalty 3340.007406 = -3462020.351790
  nChanged 23
		SP:Iteration 97Q (107142.480000 sec): 3 clusters
  Score: Raw -3465363.593358 + Penalty 3340.007406 = -3462023.585952
  nChanged 30
		SP:Iteration 98Q (107142.790000 sec): 3 clusters
  Score: Raw -3465368.524021 + Penalty 3340.007406 = -3462028.516615
  nChanged 40
		SP:Iteration 99Q (107143.140000 sec): 3 clusters
  Score: Raw -3465374.265115 + Penalty 3340.007406 = -3462034.257709
  nChanged 27
		SP:Iteration 100F (107143.460000 sec): 3 clusters
  Score: Raw -3465377.929258 + Penalty 3340.007406 = -3462037.921852
  nChanged 21
		SP:Iteration 101Q (107143.780000 sec): 3 clusters
  Score: Raw -3465380.039162 + Penalty 3340.007406 = -3462040.031757
  nChanged 18
		SP:Iteration 102Q (107144.070000 sec): 3 clusters
  Score: Raw -3465382.163298 + Penalty 3340.007406 = -3462042.155892
  nChanged 11
		SP:Iteration 103Q (107144.350000 sec): 3 clusters
  Score: Raw -3465383.339305 + Penalty 3340.007406 = -3462043.331899
  nChanged 10
		SP:Iteration 104Q (107144.730000 sec): 3 clusters
  Score: Raw -3465384.384433 + Penalty 3340.007406 = -3462044.377027
  nChanged 21
		SP:Iteration 105Q (107145.040000 sec): 3 clusters
  Score: Raw -3465386.703301 + Penalty 3340.007406 = -3462046.695895
  nChanged 21
		SP:Iteration 106Q (107145.350000 sec): 3 clusters
  Score: Raw -3465389.046065 + Penalty 3340.007406 = -3462049.038659
  nChanged 18
		SP:Iteration 107Q (107145.680000 sec): 3 clusters
  Score: Raw -3465391.070761 + Penalty 3340.007406 = -3462051.063356
  nChanged 16
		SP:Iteration 108Q (107145.970000 sec): 3 clusters
  Score: Raw -3465393.051892 + Penalty 3340.007406 = -3462053.044486
  nChanged 16
		SP:Iteration 109Q (107146.310000 sec): 3 clusters
  Score: Raw -3465394.934848 + Penalty 3340.007406 = -3462054.927442
  nChanged 16
		SP:Iteration 110Q (107146.620000 sec): 3 clusters
  Score: Raw -3465397.001433 + Penalty 3340.007406 = -3462056.994027
  nChanged 17
		SP:Iteration 111Q (107146.910000 sec): 3 clusters
  Score: Raw -3465399.325170 + Penalty 3340.007406 = -3462059.317764
  nChanged 22
		SP:Iteration 112Q (107147.190000 sec): 3 clusters
  Score: Raw -3465402.892249 + Penalty 3340.007406 = -3462062.884843
  nChanged 19
		SP:Iteration 113Q (107147.490000 sec): 3 clusters
  Score: Raw -3465405.386235 + Penalty 3340.007406 = -3462065.378830
  nChanged 21
		SP:Iteration 114Q (107147.770000 sec): 3 clusters
  Score: Raw -3465408.265414 + Penalty 3340.007406 = -3462068.258008
  nChanged 18
		SP:Iteration 115Q (107148.080000 sec): 3 clusters
  Score: Raw -3465410.268236 + Penalty 3340.007406 = -3462070.260831
  nChanged 21
		SP:Iteration 116Q (107148.430000 sec): 3 clusters
  Score: Raw -3465412.757506 + Penalty 3340.007406 = -3462072.750100
  nChanged 11
		SP:Iteration 117Q (107148.770000 sec): 3 clusters
  Score: Raw -3465413.784324 + Penalty 3340.007406 = -3462073.776918
  nChanged 6
		SP:Iteration 118Q (107149.070000 sec): 3 clusters
  Score: Raw -3465414.372482 + Penalty 3340.007406 = -3462074.365076
  nChanged 3
		SP:Iteration 119Q (107149.440000 sec): 3 clusters
  Score: Raw -3465414.737178 + Penalty 3340.007406 = -3462074.729772
  nChanged 5
		SP:Iteration 120F (107149.710000 sec): 3 clusters
  Score: Raw -3465415.105634 + Penalty 3340.007406 = -3462075.098228
  nChanged 3
		SP:Iteration 121Q (107150.030000 sec): 3 clusters
  Score: Raw -3465415.446945 + Penalty 3340.007406 = -3462075.439539
  nChanged 3
		SP:Iteration 122Q (107150.370000 sec): 3 clusters
  Score: Raw -3465415.661989 + Penalty 3340.007406 = -3462075.654583
  nChanged 1
		SP:Iteration 123Q (107150.670000 sec): 3 clusters
  Score: Raw -3465415.749014 + Penalty 3340.007406 = -3462075.741608
  nChanged 1
		SP:Iteration 124Q (107151.030000 sec): 3 clusters
  Score: Raw -3465415.794042 + Penalty 3340.007406 = -3462075.786636
  nChanged 2
		SP:Iteration 125Q (107151.270000 sec): 3 clusters
  Score: Raw -3465415.923739 + Penalty 3340.007406 = -3462075.916333
  nChanged 0
		SP:Iteration 126F (107151.600000 sec): 3 clusters
  Score: Raw -3465415.923739 + Penalty 3340.007406 = -3462075.916333
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (57527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107151.990000 sec): 2 clusters
  Score: Raw -7070953.528149 + Penalty 1781.001573 = -7069172.526576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107152.470000 sec): 3 clusters
  Score: Raw -7034335.924218 + Penalty 3562.003147 = -7030773.921071
  nChanged 26877
		SP:Iteration 1F (107152.920000 sec): 3 clusters
  Score: Raw -7050134.547791 + Penalty 3562.003147 = -7046572.544645
  nChanged 2318
		SP:Iteration 2Q (107153.470000 sec): 3 clusters
  Score: Raw -7051002.008967 + Penalty 3562.003147 = -7047440.005820
  nChanged 2523
		SP:Iteration 3Q (107154.030000 sec): 3 clusters
  Score: Raw -7052006.038297 + Penalty 3562.003147 = -7048444.035150
  nChanged 2614
		SP:Iteration 4Q (107154.680000 sec): 3 clusters
  Score: Raw -7053134.571049 + Penalty 3562.003147 = -7049572.567903
  nChanged 2723
		SP:Iteration 5Q (107155.320000 sec): 3 clusters
  Score: Raw -7054506.874701 + Penalty 3562.003147 = -7050944.871554
  nChanged 2967
		SP:Iteration 6F (107155.880000 sec): 3 clusters
  Score: Raw -7056232.643821 + Penalty 3562.003147 = -7052670.640675
  nChanged 3223
		SP:Iteration 7F (107156.450000 sec): 3 clusters
  Score: Raw -7058330.479058 + Penalty 3562.003147 = -7054768.475912
  nChanged 3283
		SP:Iteration 8F (107157.020000 sec): 3 clusters
  Score: Raw -7060550.513904 + Penalty 3562.003147 = -7056988.510757
  nChanged 3024
		SP:Iteration 9F (107157.600000 sec): 3 clusters
  Score: Raw -7062480.721279 + Penalty 3562.003147 = -7058918.718133
  nChanged 2527
		SP:Iteration 10Q (107158.220000 sec): 3 clusters
  Score: Raw -7063675.525260 + Penalty 3562.003147 = -7060113.522114
  nChanged 1807
		SP:Iteration 11Q (107158.850000 sec): 3 clusters
  Score: Raw -7064320.315877 + Penalty 3562.003147 = -7060758.312730
  nChanged 1275
		SP:Iteration 12Q (107159.490000 sec): 3 clusters
  Score: Raw -7064738.672576 + Penalty 3562.003147 = -7061176.669430
  nChanged 1063
		SP:Iteration 13Q (107160.060000 sec): 3 clusters
  Score: Raw -7065117.206672 + Penalty 3562.003147 = -7061555.203525
  nChanged 1006
		SP:Iteration 14Q (107160.690000 sec): 3 clusters
  Score: Raw -7065498.314796 + Penalty 3562.003147 = -7061936.311649
  nChanged 979
		SP:Iteration 15Q (107161.290000 sec): 3 clusters
  Score: Raw -7065880.879418 + Penalty 3562.003147 = -7062318.876272
  nChanged 991
		SP:Iteration 16Q (107161.850000 sec): 3 clusters
  Score: Raw -7066243.401930 + Penalty 3562.003147 = -7062681.398783
  nChanged 941
		SP:Iteration 17Q (107162.410000 sec): 3 clusters
  Score: Raw -7066598.812013 + Penalty 3562.003147 = -7063036.808866
  nChanged 962
		SP:Iteration 18Q (107162.990000 sec): 3 clusters
  Score: Raw -7066947.719137 + Penalty 3562.003147 = -7063385.715990
  nChanged 910
		SP:Iteration 19Q (107163.550000 sec): 3 clusters
  Score: Raw -7067281.898055 + Penalty 3562.003147 = -7063719.894909
  nChanged 875
		SP:Iteration 20F (107164.140000 sec): 3 clusters
  Score: Raw -7067592.952590 + Penalty 3562.003147 = -7064030.949443
  nChanged 911
		SP:Iteration 21Q (107164.710000 sec): 3 clusters
  Score: Raw -7067942.134960 + Penalty 3562.003147 = -7064380.131813
  nChanged 956
		SP:Iteration 22Q (107165.250000 sec): 3 clusters
  Score: Raw -7068316.846222 + Penalty 3562.003147 = -7064754.843075
  nChanged 919
		SP:Iteration 23Q (107165.830000 sec): 3 clusters
  Score: Raw -7068690.778728 + Penalty 3562.003147 = -7065128.775581
  nChanged 931
		SP:Iteration 24Q (107166.370000 sec): 3 clusters
  Score: Raw -7069078.779801 + Penalty 3562.003147 = -7065516.776654
  nChanged 911
		SP:Iteration 25Q (107166.950000 sec): 3 clusters
  Score: Raw -7069476.529576 + Penalty 3562.003147 = -7065914.526429
  nChanged 854
		SP:Iteration 26Q (107167.530000 sec): 3 clusters
  Score: Raw -7069859.351161 + Penalty 3562.003147 = -7066297.348014
  nChanged 829
		SP:Iteration 27Q (107168.120000 sec): 3 clusters
  Score: Raw -7070237.320585 + Penalty 3562.003147 = -7066675.317439
  nChanged 774
		SP:Iteration 28Q (107168.630000 sec): 3 clusters
  Score: Raw -7070611.107705 + Penalty 3562.003147 = -7067049.104558
  nChanged 690
		SP:Iteration 29Q (107169.170000 sec): 3 clusters
  Score: Raw -7070948.037333 + Penalty 3562.003147 = -7067386.034187
  nChanged 590
		SP:Iteration 30Q (107169.610000 sec): 3 clusters
  Score: Raw -7071242.410085 + Penalty 3562.003147 = -7067680.406938
  nChanged 505
		SP:Iteration 31Q (107170.010000 sec): 3 clusters
  Score: Raw -7071514.057094 + Penalty 3562.003147 = -7067952.053947
  nChanged 422
		SP:Iteration 32Q (107170.500000 sec): 3 clusters
  Score: Raw -7071768.930979 + Penalty 3562.003147 = -7068206.927832
  nChanged 385
		SP:Iteration 33Q (107170.980000 sec): 3 clusters
  Score: Raw -7072017.128766 + Penalty 3562.003147 = -7068455.125620
  nChanged 314
		SP:Iteration 34Q (107171.500000 sec): 3 clusters
  Score: Raw -7072222.454192 + Penalty 3562.003147 = -7068660.451046
  nChanged 263
		SP:Iteration 35Q (107172.000000 sec): 3 clusters
  Score: Raw -7072393.497151 + Penalty 3562.003147 = -7068831.494004
  nChanged 210
		SP:Iteration 36Q (107172.480000 sec): 3 clusters
  Score: Raw -7072503.417758 + Penalty 3562.003147 = -7068941.414612
  nChanged 167
		SP:Iteration 37Q (107173.020000 sec): 3 clusters
  Score: Raw -7072569.225336 + Penalty 3562.003147 = -7069007.222189
  nChanged 122
		SP:Iteration 38Q (107173.470000 sec): 3 clusters
  Score: Raw -7072612.584208 + Penalty 3562.003147 = -7069050.581062
  nChanged 106
		SP:Iteration 39Q (107173.900000 sec): 3 clusters
  Score: Raw -7072647.500220 + Penalty 3562.003147 = -7069085.497073
  nChanged 80
		SP:Iteration 40F (107174.380000 sec): 3 clusters
  Score: Raw -7072667.200225 + Penalty 3562.003147 = -7069105.197078
  nChanged 58
		SP:Iteration 41Q (107174.900000 sec): 3 clusters
  Score: Raw -7072679.863687 + Penalty 3562.003147 = -7069117.860541
  nChanged 46
		SP:Iteration 42Q (107175.360000 sec): 3 clusters
  Score: Raw -7072689.151865 + Penalty 3562.003147 = -7069127.148718
  nChanged 35
		SP:Iteration 43Q (107175.820000 sec): 3 clusters
  Score: Raw -7072695.408957 + Penalty 3562.003147 = -7069133.405810
  nChanged 22
		SP:Iteration 44Q (107176.300000 sec): 3 clusters
  Score: Raw -7072698.439279 + Penalty 3562.003147 = -7069136.436132
  nChanged 17
		SP:Iteration 45Q (107176.750000 sec): 3 clusters
  Score: Raw -7072701.085776 + Penalty 3562.003147 = -7069139.082629
  nChanged 18
		SP:Iteration 46Q (107177.210000 sec): 3 clusters
  Score: Raw -7072703.780336 + Penalty 3562.003147 = -7069141.777190
  nChanged 11
		SP:Iteration 47Q (107177.670000 sec): 3 clusters
  Score: Raw -7072705.080149 + Penalty 3562.003147 = -7069143.077003
  nChanged 6
		SP:Iteration 48Q (107178.190000 sec): 3 clusters
  Score: Raw -7072706.012975 + Penalty 3562.003147 = -7069144.009829
  nChanged 5
		SP:Iteration 49Q (107178.650000 sec): 3 clusters
  Score: Raw -7072706.570978 + Penalty 3562.003147 = -7069144.567831
  nChanged 3
		SP:Iteration 50Q (107179.110000 sec): 3 clusters
  Score: Raw -7072707.006428 + Penalty 3562.003147 = -7069145.003281
  nChanged 2
		SP:Iteration 51Q (107179.570000 sec): 3 clusters
  Score: Raw -7072707.284401 + Penalty 3562.003147 = -7069145.281254
  nChanged 2
		SP:Iteration 52Q (107180.020000 sec): 3 clusters
  Score: Raw -7072707.501405 + Penalty 3562.003147 = -7069145.498258
  nChanged 1
		SP:Iteration 53Q (107180.510000 sec): 3 clusters
  Score: Raw -7072707.597810 + Penalty 3562.003147 = -7069145.594663
  nChanged 0
		SP:Iteration 54F (107180.960000 sec): 3 clusters
  Score: Raw -7072707.597810 + Penalty 3562.003147 = -7069145.594663
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107181.090000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107181.330000 sec): 3 clusters
  Score: Raw -41233.169656 + Penalty 1910.264129 = -39322.905527
  nChanged 74
		SP:Iteration 1F (107181.470000 sec): 3 clusters
  Score: Raw -41370.810191 + Penalty 1910.264129 = -39460.546062
  nChanged 14
		SP:Iteration 2Q (107181.690000 sec): 3 clusters
  Score: Raw -41393.422336 + Penalty 1910.264129 = -39483.158207
  nChanged 4
		SP:Iteration 3Q (107181.810000 sec): 3 clusters
  Score: Raw -41406.648859 + Penalty 1910.264129 = -39496.384730
  nChanged 8
		SP:Iteration 4Q (107181.930000 sec): 3 clusters
  Score: Raw -41424.389481 + Penalty 1910.264129 = -39514.125352
  nChanged 1
		SP:Iteration 5Q (107182.100000 sec): 3 clusters
  Score: Raw -41426.286511 + Penalty 1910.264129 = -39516.022382
  nChanged 1
		SP:Iteration 6Q (107182.240000 sec): 3 clusters
  Score: Raw -41427.298056 + Penalty 1910.264129 = -39517.033927
  nChanged 0
		SP:Iteration 7F (107182.380000 sec): 3 clusters
  Score: Raw -41427.298056 + Penalty 1910.264129 = -39517.033927
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (9944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107182.520000 sec): 2 clusters
  Score: Raw -1209293.132695 + Penalty 1495.767753 = -1207797.364942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107182.770000 sec): 3 clusters
  Score: Raw -1203659.501320 + Penalty 2991.535506 = -1200667.965814
  nChanged 4262
		SP:Iteration 1F (107182.990000 sec): 3 clusters
  Score: Raw -1205944.623852 + Penalty 2991.535506 = -1202953.088347
  nChanged 559
		SP:Iteration 2F (107183.200000 sec): 3 clusters
  Score: Raw -1206175.266389 + Penalty 2991.535506 = -1203183.730883
  nChanged 468
		SP:Iteration 3Q (107183.420000 sec): 3 clusters
  Score: Raw -1206354.624187 + Penalty 2991.535506 = -1203363.088681
  nChanged 400
		SP:Iteration 4Q (107183.610000 sec): 3 clusters
  Score: Raw -1206508.598180 + Penalty 2991.535506 = -1203517.062674
  nChanged 381
		SP:Iteration 5Q (107183.870000 sec): 3 clusters
  Score: Raw -1206658.214438 + Penalty 2991.535506 = -1203666.678932
  nChanged 374
		SP:Iteration 6Q (107184.210000 sec): 3 clusters
  Score: Raw -1206825.485134 + Penalty 2991.535506 = -1203833.949628
  nChanged 379
		SP:Iteration 7Q (107184.400000 sec): 3 clusters
  Score: Raw -1207017.535733 + Penalty 2991.535506 = -1204026.000227
  nChanged 398
		SP:Iteration 8Q (107184.690000 sec): 3 clusters
  Score: Raw -1207227.572648 + Penalty 2991.535506 = -1204236.037143
  nChanged 387
		SP:Iteration 9Q (107184.930000 sec): 3 clusters
  Score: Raw -1207476.712590 + Penalty 2991.535506 = -1204485.177084
  nChanged 410
		SP:Iteration 10Q (107185.190000 sec): 3 clusters
  Score: Raw -1207784.487920 + Penalty 2991.535506 = -1204792.952414
  nChanged 409
		SP:Iteration 11Q (107185.500000 sec): 3 clusters
  Score: Raw -1208100.912124 + Penalty 2991.535506 = -1205109.376619
  nChanged 354
		SP:Iteration 12Q (107185.720000 sec): 3 clusters
  Score: Raw -1208371.714264 + Penalty 2991.535506 = -1205380.178758
  nChanged 303
		SP:Iteration 13Q (107185.930000 sec): 3 clusters
  Score: Raw -1208573.972419 + Penalty 2991.535506 = -1205582.436914
  nChanged 222
		SP:Iteration 14Q (107186.180000 sec): 3 clusters
  Score: Raw -1208715.265029 + Penalty 2991.535506 = -1205723.729523
  nChanged 207
		SP:Iteration 15Q (107186.480000 sec): 3 clusters
  Score: Raw -1208855.477232 + Penalty 2991.535506 = -1205863.941726
  nChanged 151
		SP:Iteration 16Q (107186.680000 sec): 3 clusters
  Score: Raw -1208953.381171 + Penalty 2991.535506 = -1205961.845665
  nChanged 142
		SP:Iteration 17Q (107186.890000 sec): 3 clusters
  Score: Raw -1209045.471806 + Penalty 2991.535506 = -1206053.936300
  nChanged 120
		SP:Iteration 18Q (107187.140000 sec): 3 clusters
  Score: Raw -1209111.540550 + Penalty 2991.535506 = -1206120.005044
  nChanged 86
		SP:Iteration 19Q (107187.330000 sec): 3 clusters
  Score: Raw -1209153.880802 + Penalty 2991.535506 = -1206162.345296
  nChanged 84
		SP:Iteration 20F (107187.580000 sec): 3 clusters
  Score: Raw -1209202.654153 + Penalty 2991.535506 = -1206211.118648
  nChanged 77
		SP:Iteration 21Q (107187.820000 sec): 3 clusters
  Score: Raw -1209241.027909 + Penalty 2991.535506 = -1206249.492403
  nChanged 49
		SP:Iteration 22Q (107188.040000 sec): 3 clusters
  Score: Raw -1209266.997941 + Penalty 2991.535506 = -1206275.462436
  nChanged 36
		SP:Iteration 23Q (107188.270000 sec): 3 clusters
  Score: Raw -1209284.690373 + Penalty 2991.535506 = -1206293.154867
  nChanged 37
		SP:Iteration 24Q (107188.530000 sec): 3 clusters
  Score: Raw -1209301.428325 + Penalty 2991.535506 = -1206309.892819
  nChanged 40
		SP:Iteration 25Q (107188.770000 sec): 3 clusters
  Score: Raw -1209319.306419 + Penalty 2991.535506 = -1206327.770914
  nChanged 26
		SP:Iteration 26Q (107189.010000 sec): 3 clusters
  Score: Raw -1209330.340912 + Penalty 2991.535506 = -1206338.805406
  nChanged 20
		SP:Iteration 27Q (107189.240000 sec): 3 clusters
  Score: Raw -1209338.701083 + Penalty 2991.535506 = -1206347.165577
  nChanged 21
		SP:Iteration 28Q (107189.490000 sec): 3 clusters
  Score: Raw -1209348.790373 + Penalty 2991.535506 = -1206357.254867
  nChanged 17
		SP:Iteration 29Q (107189.700000 sec): 3 clusters
  Score: Raw -1209353.309601 + Penalty 2991.535506 = -1206361.774095
  nChanged 10
		SP:Iteration 30Q (107189.900000 sec): 3 clusters
  Score: Raw -1209357.467785 + Penalty 2991.535506 = -1206365.932279
  nChanged 15
		SP:Iteration 31Q (107190.150000 sec): 3 clusters
  Score: Raw -1209362.788343 + Penalty 2991.535506 = -1206371.252837
  nChanged 10
		SP:Iteration 32Q (107190.390000 sec): 3 clusters
  Score: Raw -1209366.205633 + Penalty 2991.535506 = -1206374.670127
  nChanged 12
		SP:Iteration 33Q (107190.640000 sec): 3 clusters
  Score: Raw -1209371.290216 + Penalty 2991.535506 = -1206379.754710
  nChanged 18
		SP:Iteration 34Q (107190.910000 sec): 3 clusters
  Score: Raw -1209378.209407 + Penalty 2991.535506 = -1206386.673901
  nChanged 8
		SP:Iteration 35Q (107191.150000 sec): 3 clusters
  Score: Raw -1209381.597183 + Penalty 2991.535506 = -1206390.061677
  nChanged 8
		SP:Iteration 36Q (107191.350000 sec): 3 clusters
  Score: Raw -1209384.994814 + Penalty 2991.535506 = -1206393.459309
  nChanged 8
		SP:Iteration 37Q (107191.530000 sec): 3 clusters
  Score: Raw -1209387.389912 + Penalty 2991.535506 = -1206395.854406
  nChanged 4
		SP:Iteration 38Q (107191.740000 sec): 3 clusters
  Score: Raw -1209388.585533 + Penalty 2991.535506 = -1206397.050028
  nChanged 3
		SP:Iteration 39Q (107192.000000 sec): 3 clusters
  Score: Raw -1209389.250005 + Penalty 2991.535506 = -1206397.714500
  nChanged 3
		SP:Iteration 40F (107192.240000 sec): 3 clusters
  Score: Raw -1209390.652985 + Penalty 2991.535506 = -1206399.117479
  nChanged 7
		SP:Iteration 41Q (107192.460000 sec): 3 clusters
  Score: Raw -1209392.930988 + Penalty 2991.535506 = -1206401.395482
  nChanged 5
		SP:Iteration 42Q (107192.730000 sec): 3 clusters
  Score: Raw -1209394.875821 + Penalty 2991.535506 = -1206403.340316
  nChanged 6
		SP:Iteration 43Q (107192.980000 sec): 3 clusters
  Score: Raw -1209397.172563 + Penalty 2991.535506 = -1206405.637057
  nChanged 6
		SP:Iteration 44Q (107193.190000 sec): 3 clusters
  Score: Raw -1209400.065933 + Penalty 2991.535506 = -1206408.530427
  nChanged 11
		SP:Iteration 45Q (107193.420000 sec): 3 clusters
  Score: Raw -1209403.946934 + Penalty 2991.535506 = -1206412.411429
  nChanged 11
		SP:Iteration 46Q (107193.640000 sec): 3 clusters
  Score: Raw -1209407.745198 + Penalty 2991.535506 = -1206416.209692
  nChanged 11
		SP:Iteration 47Q (107193.840000 sec): 3 clusters
  Score: Raw -1209411.126317 + Penalty 2991.535506 = -1206419.590811
  nChanged 4
		SP:Iteration 48Q (107194.080000 sec): 3 clusters
  Score: Raw -1209412.818343 + Penalty 2991.535506 = -1206421.282837
  nChanged 5
		SP:Iteration 49Q (107194.280000 sec): 3 clusters
  Score: Raw -1209414.500725 + Penalty 2991.535506 = -1206422.965220
  nChanged 4
		SP:Iteration 50Q (107194.500000 sec): 3 clusters
  Score: Raw -1209416.092406 + Penalty 2991.535506 = -1206424.556900
  nChanged 8
		SP:Iteration 51Q (107194.730000 sec): 3 clusters
  Score: Raw -1209418.919385 + Penalty 2991.535506 = -1206427.383880
  nChanged 5
		SP:Iteration 52Q (107194.980000 sec): 3 clusters
  Score: Raw -1209421.185815 + Penalty 2991.535506 = -1206429.650309
  nChanged 5
		SP:Iteration 53Q (107195.210000 sec): 3 clusters
  Score: Raw -1209423.419533 + Penalty 2991.535506 = -1206431.884027
  nChanged 3
		SP:Iteration 54Q (107195.440000 sec): 3 clusters
  Score: Raw -1209424.607554 + Penalty 2991.535506 = -1206433.072048
  nChanged 4
		SP:Iteration 55Q (107195.610000 sec): 3 clusters
  Score: Raw -1209425.745780 + Penalty 2991.535506 = -1206434.210274
  nChanged 6
		SP:Iteration 56Q (107195.870000 sec): 3 clusters
  Score: Raw -1209428.317997 + Penalty 2991.535506 = -1206436.782491
  nChanged 2
		SP:Iteration 57Q (107196.100000 sec): 3 clusters
  Score: Raw -1209429.345815 + Penalty 2991.535506 = -1206437.810309
  nChanged 4
		SP:Iteration 58Q (107196.350000 sec): 3 clusters
  Score: Raw -1209431.289299 + Penalty 2991.535506 = -1206439.753793
  nChanged 5
		SP:Iteration 59Q (107196.660000 sec): 3 clusters
  Score: Raw -1209432.507156 + Penalty 2991.535506 = -1206440.971650
  nChanged 2
		SP:Iteration 60F (107196.880000 sec): 3 clusters
  Score: Raw -1209433.154740 + Penalty 2991.535506 = -1206441.619235
  nChanged 1
		SP:Iteration 61Q (107197.090000 sec): 3 clusters
  Score: Raw -1209433.426011 + Penalty 2991.535506 = -1206441.890505
  nChanged 0
		SP:Iteration 62F (107197.290000 sec): 3 clusters
  Score: Raw -1209433.426011 + Penalty 2991.535506 = -1206441.890505
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107197.470000 sec): 2 clusters
  Score: Raw -854007.438716 + Penalty 1445.272471 = -852562.166244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107197.650000 sec): 3 clusters
  Score: Raw -849990.726621 + Penalty 2890.544943 = -847100.181679
  nChanged 3070
		SP:Iteration 1F (107197.880000 sec): 3 clusters
  Score: Raw -851616.036542 + Penalty 2890.544943 = -848725.491600
  nChanged 482
		SP:Iteration 2F (107198.170000 sec): 3 clusters
  Score: Raw -851836.015339 + Penalty 2890.544943 = -848945.470397
  nChanged 387
		SP:Iteration 3F (107198.400000 sec): 3 clusters
  Score: Raw -852029.253541 + Penalty 2890.544943 = -849138.708599
  nChanged 389
		SP:Iteration 4F (107198.600000 sec): 3 clusters
  Score: Raw -852249.754451 + Penalty 2890.544943 = -849359.209508
  nChanged 415
		SP:Iteration 5F (107198.780000 sec): 3 clusters
  Score: Raw -852523.753869 + Penalty 2890.544943 = -849633.208926
  nChanged 423
		SP:Iteration 6F (107199.010000 sec): 3 clusters
  Score: Raw -852824.562827 + Penalty 2890.544943 = -849934.017885
  nChanged 435
		SP:Iteration 7F (107199.240000 sec): 3 clusters
  Score: Raw -853130.342213 + Penalty 2890.544943 = -850239.797270
  nChanged 347
		SP:Iteration 8Q (107199.480000 sec): 3 clusters
  Score: Raw -853351.826459 + Penalty 2890.544943 = -850461.281516
  nChanged 275
		SP:Iteration 9Q (107199.700000 sec): 3 clusters
  Score: Raw -853542.289266 + Penalty 2890.544943 = -850651.744324
  nChanged 243
		SP:Iteration 10Q (107199.930000 sec): 3 clusters
  Score: Raw -853709.056203 + Penalty 2890.544943 = -850818.511261
  nChanged 174
		SP:Iteration 11Q (107200.130000 sec): 3 clusters
  Score: Raw -853847.875074 + Penalty 2890.544943 = -850957.330132
  nChanged 128
		SP:Iteration 12Q (107200.320000 sec): 3 clusters
  Score: Raw -853972.471701 + Penalty 2890.544943 = -851081.926758
  nChanged 92
		SP:Iteration 13Q (107200.530000 sec): 3 clusters
  Score: Raw -854037.501431 + Penalty 2890.544943 = -851146.956488
  nChanged 59
		SP:Iteration 14Q (107200.710000 sec): 3 clusters
  Score: Raw -854068.669150 + Penalty 2890.544943 = -851178.124207
  nChanged 40
		SP:Iteration 15Q (107200.940000 sec): 3 clusters
  Score: Raw -854085.568793 + Penalty 2890.544943 = -851195.023851
  nChanged 28
		SP:Iteration 16Q (107201.180000 sec): 3 clusters
  Score: Raw -854095.184560 + Penalty 2890.544943 = -851204.639618
  nChanged 12
		SP:Iteration 17Q (107201.420000 sec): 3 clusters
  Score: Raw -854100.920715 + Penalty 2890.544943 = -851210.375772
  nChanged 14
		SP:Iteration 18Q (107201.620000 sec): 3 clusters
  Score: Raw -854108.023577 + Penalty 2890.544943 = -851217.478634
  nChanged 22
		SP:Iteration 19Q (107201.860000 sec): 3 clusters
  Score: Raw -854118.655335 + Penalty 2890.544943 = -851228.110392
  nChanged 17
		SP:Iteration 20F (107202.110000 sec): 3 clusters
  Score: Raw -854125.410354 + Penalty 2890.544943 = -851234.865411
  nChanged 15
		SP:Iteration 21Q (107202.310000 sec): 3 clusters
  Score: Raw -854130.198758 + Penalty 2890.544943 = -851239.653815
  nChanged 10
		SP:Iteration 22Q (107202.560000 sec): 3 clusters
  Score: Raw -854134.813548 + Penalty 2890.544943 = -851244.268605
  nChanged 9
		SP:Iteration 23Q (107202.870000 sec): 3 clusters
  Score: Raw -854138.361660 + Penalty 2890.544943 = -851247.816717
  nChanged 5
		SP:Iteration 24Q (107203.060000 sec): 3 clusters
  Score: Raw -854140.158172 + Penalty 2890.544943 = -851249.613230
  nChanged 6
		SP:Iteration 25Q (107203.290000 sec): 3 clusters
  Score: Raw -854142.270275 + Penalty 2890.544943 = -851251.725332
  nChanged 3
		SP:Iteration 26Q (107203.550000 sec): 3 clusters
  Score: Raw -854142.748540 + Penalty 2890.544943 = -851252.203598
  nChanged 1
		SP:Iteration 27Q (107203.760000 sec): 3 clusters
  Score: Raw -854142.886299 + Penalty 2890.544943 = -851252.341356
  nChanged 0
		SP:Iteration 28F (107203.970000 sec): 3 clusters
  Score: Raw -854142.886299 + Penalty 2890.544943 = -851252.341356
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107204.110000 sec): 2 clusters
  Score: Raw -939276.426339 + Penalty 1486.573687 = -937789.852652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107204.300000 sec): 3 clusters
  Score: Raw -933972.416907 + Penalty 2973.147375 = -930999.269532
  nChanged 4083
		SP:Iteration 1F (107204.510000 sec): 3 clusters
  Score: Raw -936208.393876 + Penalty 2973.147375 = -933235.246501
  nChanged 660
		SP:Iteration 2F (107204.750000 sec): 3 clusters
  Score: Raw -936541.500485 + Penalty 2973.147375 = -933568.353110
  nChanged 561
		SP:Iteration 3F (107204.980000 sec): 3 clusters
  Score: Raw -936857.783057 + Penalty 2973.147375 = -933884.635683
  nChanged 531
		SP:Iteration 4F (107205.240000 sec): 3 clusters
  Score: Raw -937178.078177 + Penalty 2973.147375 = -934204.930802
  nChanged 514
		SP:Iteration 5F (107205.460000 sec): 3 clusters
  Score: Raw -937520.010312 + Penalty 2973.147375 = -934546.862938
  nChanged 472
		SP:Iteration 6F (107205.750000 sec): 3 clusters
  Score: Raw -937822.904072 + Penalty 2973.147375 = -934849.756697
  nChanged 445
		SP:Iteration 7Q (107205.980000 sec): 3 clusters
  Score: Raw -938096.445422 + Penalty 2973.147375 = -935123.298048
  nChanged 383
		SP:Iteration 8Q (107206.170000 sec): 3 clusters
  Score: Raw -938350.223182 + Penalty 2973.147375 = -935377.075807
  nChanged 325
		SP:Iteration 9Q (107206.440000 sec): 3 clusters
  Score: Raw -938573.519104 + Penalty 2973.147375 = -935600.371729
  nChanged 277
		SP:Iteration 10Q (107206.670000 sec): 3 clusters
  Score: Raw -938764.404833 + Penalty 2973.147375 = -935791.257459
  nChanged 236
		SP:Iteration 11Q (107206.910000 sec): 3 clusters
  Score: Raw -938936.404485 + Penalty 2973.147375 = -935963.257110
  nChanged 192
		SP:Iteration 12Q (107207.150000 sec): 3 clusters
  Score: Raw -939075.703563 + Penalty 2973.147375 = -936102.556188
  nChanged 169
		SP:Iteration 13Q (107207.380000 sec): 3 clusters
  Score: Raw -939215.067290 + Penalty 2973.147375 = -936241.919916
  nChanged 123
		SP:Iteration 14Q (107207.610000 sec): 3 clusters
  Score: Raw -939315.926299 + Penalty 2973.147375 = -936342.778925
  nChanged 99
		SP:Iteration 15Q (107207.880000 sec): 3 clusters
  Score: Raw -939388.789531 + Penalty 2973.147375 = -936415.642156
  nChanged 70
		SP:Iteration 16Q (107208.070000 sec): 3 clusters
  Score: Raw -939433.426200 + Penalty 2973.147375 = -936460.278825
  nChanged 60
		SP:Iteration 17Q (107208.310000 sec): 3 clusters
  Score: Raw -939478.486694 + Penalty 2973.147375 = -936505.339319
  nChanged 58
		SP:Iteration 18Q (107208.530000 sec): 3 clusters
  Score: Raw -939517.242932 + Penalty 2973.147375 = -936544.095557
  nChanged 31
		SP:Iteration 19Q (107208.860000 sec): 3 clusters
  Score: Raw -939535.888315 + Penalty 2973.147375 = -936562.740941
  nChanged 21
		SP:Iteration 20F (107209.130000 sec): 3 clusters
  Score: Raw -939547.192967 + Penalty 2973.147375 = -936574.045592
  nChanged 23
		SP:Iteration 21Q (107209.400000 sec): 3 clusters
  Score: Raw -939565.824610 + Penalty 2973.147375 = -936592.677235
  nChanged 17
		SP:Iteration 22Q (107209.600000 sec): 3 clusters
  Score: Raw -939579.620190 + Penalty 2973.147375 = -936606.472815
  nChanged 16
		SP:Iteration 23Q (107209.830000 sec): 3 clusters
  Score: Raw -939591.282516 + Penalty 2973.147375 = -936618.135141
  nChanged 15
		SP:Iteration 24Q (107210.030000 sec): 3 clusters
  Score: Raw -939603.105250 + Penalty 2973.147375 = -936629.957875
  nChanged 12
		SP:Iteration 25Q (107210.260000 sec): 3 clusters
  Score: Raw -939612.777511 + Penalty 2973.147375 = -936639.630137
  nChanged 5
		SP:Iteration 26Q (107210.480000 sec): 3 clusters
  Score: Raw -939617.862153 + Penalty 2973.147375 = -936644.714779
  nChanged 5
		SP:Iteration 27Q (107210.720000 sec): 3 clusters
  Score: Raw -939624.455162 + Penalty 2973.147375 = -936651.307787
  nChanged 7
		SP:Iteration 28Q (107210.960000 sec): 3 clusters
  Score: Raw -939628.939529 + Penalty 2973.147375 = -936655.792155
  nChanged 13
		SP:Iteration 29Q (107211.150000 sec): 3 clusters
  Score: Raw -939640.716025 + Penalty 2973.147375 = -936667.568650
  nChanged 10
		SP:Iteration 30Q (107211.390000 sec): 3 clusters
  Score: Raw -939647.821345 + Penalty 2973.147375 = -936674.673971
  nChanged 6
		SP:Iteration 31Q (107211.670000 sec): 3 clusters
  Score: Raw -939656.243161 + Penalty 2973.147375 = -936683.095786
  nChanged 10
		SP:Iteration 32Q (107211.870000 sec): 3 clusters
  Score: Raw -939662.946985 + Penalty 2973.147375 = -936689.799610
  nChanged 3
		SP:Iteration 33Q (107212.160000 sec): 3 clusters
  Score: Raw -939664.671530 + Penalty 2973.147375 = -936691.524155
  nChanged 1
		SP:Iteration 34Q (107212.390000 sec): 3 clusters
  Score: Raw -939665.709381 + Penalty 2973.147375 = -936692.562006
  nChanged 1
		SP:Iteration 35Q (107212.650000 sec): 3 clusters
  Score: Raw -939665.867210 + Penalty 2973.147375 = -936692.719835
  nChanged 0
		SP:Iteration 36F (107212.900000 sec): 3 clusters
  Score: Raw -939665.867210 + Penalty 2973.147375 = -936692.719835
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107213.220000 sec): 2 clusters
  Score: Raw -4356150.844966 + Penalty 1719.756805 = -4354431.088161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107213.620000 sec): 3 clusters
  Score: Raw -4331313.743398 + Penalty 3439.513611 = -4327874.229787
  nChanged 18433
		SP:Iteration 1F (107214.020000 sec): 3 clusters
  Score: Raw -4342172.182930 + Penalty 3439.513611 = -4338732.669319
  nChanged 2105
		SP:Iteration 2F (107214.460000 sec): 3 clusters
  Score: Raw -4343085.825732 + Penalty 3439.513611 = -4339646.312121
  nChanged 2238
		SP:Iteration 3F (107214.870000 sec): 3 clusters
  Score: Raw -4344199.622325 + Penalty 3439.513611 = -4340760.108714
  nChanged 2321
		SP:Iteration 4F (107215.360000 sec): 3 clusters
  Score: Raw -4345453.180688 + Penalty 3439.513611 = -4342013.667077
  nChanged 2413
		SP:Iteration 5F (107215.720000 sec): 3 clusters
  Score: Raw -4346852.405388 + Penalty 3439.513611 = -4343412.891777
  nChanged 2415
		SP:Iteration 6F (107216.140000 sec): 3 clusters
  Score: Raw -4348214.624940 + Penalty 3439.513611 = -4344775.111329
  nChanged 2085
		SP:Iteration 7F (107216.570000 sec): 3 clusters
  Score: Raw -4349376.342700 + Penalty 3439.513611 = -4345936.829090
  nChanged 1845
		SP:Iteration 8Q (107216.980000 sec): 3 clusters
  Score: Raw -4350423.323700 + Penalty 3439.513611 = -4346983.810089
  nChanged 1562
		SP:Iteration 9Q (107217.450000 sec): 3 clusters
  Score: Raw -4351340.480871 + Penalty 3439.513611 = -4347900.967260
  nChanged 1314
		SP:Iteration 10Q (107217.890000 sec): 3 clusters
  Score: Raw -4352015.858604 + Penalty 3439.513611 = -4348576.344993
  nChanged 1028
		SP:Iteration 11Q (107218.310000 sec): 3 clusters
  Score: Raw -4352427.316801 + Penalty 3439.513611 = -4348987.803190
  nChanged 769
		SP:Iteration 12Q (107218.770000 sec): 3 clusters
  Score: Raw -4352701.529493 + Penalty 3439.513611 = -4349262.015882
  nChanged 645
		SP:Iteration 13Q (107219.260000 sec): 3 clusters
  Score: Raw -4352912.651354 + Penalty 3439.513611 = -4349473.137743
  nChanged 611
		SP:Iteration 14Q (107219.600000 sec): 3 clusters
  Score: Raw -4353113.420705 + Penalty 3439.513611 = -4349673.907094
  nChanged 583
		SP:Iteration 15Q (107220.050000 sec): 3 clusters
  Score: Raw -4353311.095710 + Penalty 3439.513611 = -4349871.582099
  nChanged 553
		SP:Iteration 16Q (107220.510000 sec): 3 clusters
  Score: Raw -4353501.598673 + Penalty 3439.513611 = -4350062.085062
  nChanged 522
		SP:Iteration 17Q (107220.920000 sec): 3 clusters
  Score: Raw -4353684.871895 + Penalty 3439.513611 = -4350245.358284
  nChanged 488
		SP:Iteration 18Q (107221.320000 sec): 3 clusters
  Score: Raw -4353840.213326 + Penalty 3439.513611 = -4350400.699715
  nChanged 459
		SP:Iteration 19Q (107221.810000 sec): 3 clusters
  Score: Raw -4353978.053836 + Penalty 3439.513611 = -4350538.540225
  nChanged 446
		SP:Iteration 20F (107222.240000 sec): 3 clusters
  Score: Raw -4354106.413199 + Penalty 3439.513611 = -4350666.899588
  nChanged 414
		SP:Iteration 21Q (107222.700000 sec): 3 clusters
  Score: Raw -4354215.393143 + Penalty 3439.513611 = -4350775.879532
  nChanged 412
		SP:Iteration 22Q (107223.060000 sec): 3 clusters
  Score: Raw -4354321.176146 + Penalty 3439.513611 = -4350881.662535
  nChanged 400
		SP:Iteration 23Q (107223.540000 sec): 3 clusters
  Score: Raw -4354420.193870 + Penalty 3439.513611 = -4350980.680259
  nChanged 370
		SP:Iteration 24Q (107223.920000 sec): 3 clusters
  Score: Raw -4354507.084272 + Penalty 3439.513611 = -4351067.570661
  nChanged 368
		SP:Iteration 25Q (107224.300000 sec): 3 clusters
  Score: Raw -4354599.296614 + Penalty 3439.513611 = -4351159.783003
  nChanged 376
		SP:Iteration 26Q (107224.720000 sec): 3 clusters
  Score: Raw -4354694.678029 + Penalty 3439.513611 = -4351255.164418
  nChanged 317
		SP:Iteration 27Q (107225.120000 sec): 3 clusters
  Score: Raw -4354777.153755 + Penalty 3439.513611 = -4351337.640144
  nChanged 345
		SP:Iteration 28Q (107225.560000 sec): 3 clusters
  Score: Raw -4354875.040274 + Penalty 3439.513611 = -4351435.526663
  nChanged 340
		SP:Iteration 29Q (107225.980000 sec): 3 clusters
  Score: Raw -4354973.903519 + Penalty 3439.513611 = -4351534.389908
  nChanged 338
		SP:Iteration 30Q (107226.370000 sec): 3 clusters
  Score: Raw -4355071.386733 + Penalty 3439.513611 = -4351631.873122
  nChanged 335
		SP:Iteration 31Q (107226.810000 sec): 3 clusters
  Score: Raw -4355163.775686 + Penalty 3439.513611 = -4351724.262075
  nChanged 321
		SP:Iteration 32Q (107227.240000 sec): 3 clusters
  Score: Raw -4355254.003383 + Penalty 3439.513611 = -4351814.489772
  nChanged 296
		SP:Iteration 33Q (107227.640000 sec): 3 clusters
  Score: Raw -4355331.241432 + Penalty 3439.513611 = -4351891.727821
  nChanged 276
		SP:Iteration 34Q (107228.080000 sec): 3 clusters
  Score: Raw -4355405.109747 + Penalty 3439.513611 = -4351965.596136
  nChanged 260
		SP:Iteration 35Q (107228.470000 sec): 3 clusters
  Score: Raw -4355476.509004 + Penalty 3439.513611 = -4352036.995393
  nChanged 249
		SP:Iteration 36Q (107228.890000 sec): 3 clusters
  Score: Raw -4355535.953508 + Penalty 3439.513611 = -4352096.439897
  nChanged 232
		SP:Iteration 37Q (107229.300000 sec): 3 clusters
  Score: Raw -4355588.880088 + Penalty 3439.513611 = -4352149.366477
  nChanged 224
		SP:Iteration 38Q (107229.720000 sec): 3 clusters
  Score: Raw -4355642.388584 + Penalty 3439.513611 = -4352202.874973
  nChanged 217
		SP:Iteration 39Q (107230.090000 sec): 3 clusters
  Score: Raw -4355696.989172 + Penalty 3439.513611 = -4352257.475561
  nChanged 213
		SP:Iteration 40F (107230.480000 sec): 3 clusters
  Score: Raw -4355745.578165 + Penalty 3439.513611 = -4352306.064554
  nChanged 187
		SP:Iteration 41Q (107230.850000 sec): 3 clusters
  Score: Raw -4355787.058657 + Penalty 3439.513611 = -4352347.545046
  nChanged 177
		SP:Iteration 42Q (107231.260000 sec): 3 clusters
  Score: Raw -4355826.373145 + Penalty 3439.513611 = -4352386.859534
  nChanged 172
		SP:Iteration 43Q (107231.670000 sec): 3 clusters
  Score: Raw -4355862.517096 + Penalty 3439.513611 = -4352423.003485
  nChanged 156
		SP:Iteration 44Q (107232.060000 sec): 3 clusters
  Score: Raw -4355898.326211 + Penalty 3439.513611 = -4352458.812600
  nChanged 166
		SP:Iteration 45Q (107232.450000 sec): 3 clusters
  Score: Raw -4355938.055359 + Penalty 3439.513611 = -4352498.541748
  nChanged 166
		SP:Iteration 46Q (107232.840000 sec): 3 clusters
  Score: Raw -4355977.093591 + Penalty 3439.513611 = -4352537.579980
  nChanged 164
		SP:Iteration 47Q (107233.220000 sec): 3 clusters
  Score: Raw -4356018.140374 + Penalty 3439.513611 = -4352578.626763
  nChanged 150
		SP:Iteration 48Q (107233.570000 sec): 3 clusters
  Score: Raw -4356054.829359 + Penalty 3439.513611 = -4352615.315748
  nChanged 128
		SP:Iteration 49Q (107233.950000 sec): 3 clusters
  Score: Raw -4356085.049612 + Penalty 3439.513611 = -4352645.536001
  nChanged 124
		SP:Iteration 50Q (107234.340000 sec): 3 clusters
  Score: Raw -4356118.888056 + Penalty 3439.513611 = -4352679.374445
  nChanged 117
		SP:Iteration 51Q (107234.780000 sec): 3 clusters
  Score: Raw -4356156.145805 + Penalty 3439.513611 = -4352716.632194
  nChanged 118
		SP:Iteration 52Q (107235.180000 sec): 3 clusters
  Score: Raw -4356198.289306 + Penalty 3439.513611 = -4352758.775695
  nChanged 126
		SP:Iteration 53Q (107235.580000 sec): 3 clusters
  Score: Raw -4356245.128833 + Penalty 3439.513611 = -4352805.615222
  nChanged 126
		SP:Iteration 54Q (107235.970000 sec): 3 clusters
  Score: Raw -4356294.666541 + Penalty 3439.513611 = -4352855.152930
  nChanged 125
		SP:Iteration 55Q (107236.400000 sec): 3 clusters
  Score: Raw -4356364.893950 + Penalty 3439.513611 = -4352925.380339
  nChanged 137
		SP:Iteration 56Q (107236.820000 sec): 3 clusters
  Score: Raw -4356444.188640 + Penalty 3439.513611 = -4353004.675029
  nChanged 133
		SP:Iteration 57Q (107237.240000 sec): 3 clusters
  Score: Raw -4356498.873363 + Penalty 3439.513611 = -4353059.359752
  nChanged 110
		SP:Iteration 58Q (107237.670000 sec): 3 clusters
  Score: Raw -4356533.753897 + Penalty 3439.513611 = -4353094.240286
  nChanged 102
		SP:Iteration 59Q (107238.070000 sec): 3 clusters
  Score: Raw -4356564.304006 + Penalty 3439.513611 = -4353124.790395
  nChanged 77
		SP:Iteration 60F (107238.510000 sec): 3 clusters
  Score: Raw -4356585.971227 + Penalty 3439.513611 = -4353146.457616
  nChanged 61
		SP:Iteration 61Q (107238.900000 sec): 3 clusters
  Score: Raw -4356600.545625 + Penalty 3439.513611 = -4353161.032014
  nChanged 68
		SP:Iteration 62Q (107239.320000 sec): 3 clusters
  Score: Raw -4356616.737655 + Penalty 3439.513611 = -4353177.224044
  nChanged 46
		SP:Iteration 63Q (107239.710000 sec): 3 clusters
  Score: Raw -4356627.151466 + Penalty 3439.513611 = -4353187.637855
  nChanged 30
		SP:Iteration 64Q (107240.120000 sec): 3 clusters
  Score: Raw -4356632.079046 + Penalty 3439.513611 = -4353192.565436
  nChanged 28
		SP:Iteration 65Q (107240.520000 sec): 3 clusters
  Score: Raw -4356637.670582 + Penalty 3439.513611 = -4353198.156971
  nChanged 22
		SP:Iteration 66Q (107240.960000 sec): 3 clusters
  Score: Raw -4356641.506409 + Penalty 3439.513611 = -4353201.992798
  nChanged 22
		SP:Iteration 67Q (107241.370000 sec): 3 clusters
  Score: Raw -4356645.190068 + Penalty 3439.513611 = -4353205.676457
  nChanged 19
		SP:Iteration 68Q (107241.870000 sec): 3 clusters
  Score: Raw -4356648.755399 + Penalty 3439.513611 = -4353209.241788
  nChanged 13
		SP:Iteration 69Q (107242.310000 sec): 3 clusters
  Score: Raw -4356651.349168 + Penalty 3439.513611 = -4353211.835557
  nChanged 10
		SP:Iteration 70Q (107242.680000 sec): 3 clusters
  Score: Raw -4356653.265289 + Penalty 3439.513611 = -4353213.751678
  nChanged 15
		SP:Iteration 71Q (107243.090000 sec): 3 clusters
  Score: Raw -4356656.328288 + Penalty 3439.513611 = -4353216.814677
  nChanged 14
		SP:Iteration 72Q (107243.530000 sec): 3 clusters
  Score: Raw -4356659.699709 + Penalty 3439.513611 = -4353220.186098
  nChanged 15
		SP:Iteration 73Q (107243.930000 sec): 3 clusters
  Score: Raw -4356662.996829 + Penalty 3439.513611 = -4353223.483218
  nChanged 18
		SP:Iteration 74Q (107244.430000 sec): 3 clusters
  Score: Raw -4356666.615379 + Penalty 3439.513611 = -4353227.101768
  nChanged 20
		SP:Iteration 75Q (107244.880000 sec): 3 clusters
  Score: Raw -4356670.798369 + Penalty 3439.513611 = -4353231.284758
  nChanged 16
		SP:Iteration 76Q (107245.260000 sec): 3 clusters
  Score: Raw -4356673.411702 + Penalty 3439.513611 = -4353233.898091
  nChanged 16
		SP:Iteration 77Q (107245.660000 sec): 3 clusters
  Score: Raw -4356677.206324 + Penalty 3439.513611 = -4353237.692713
  nChanged 14
		SP:Iteration 78Q (107246.010000 sec): 3 clusters
  Score: Raw -4356679.397421 + Penalty 3439.513611 = -4353239.883810
  nChanged 10
		SP:Iteration 79Q (107246.380000 sec): 3 clusters
  Score: Raw -4356680.553456 + Penalty 3439.513611 = -4353241.039845
  nChanged 10
		SP:Iteration 80F (107246.760000 sec): 3 clusters
  Score: Raw -4356682.244199 + Penalty 3439.513611 = -4353242.730588
  nChanged 6
		SP:Iteration 81Q (107247.130000 sec): 3 clusters
  Score: Raw -4356683.640972 + Penalty 3439.513611 = -4353244.127361
  nChanged 4
		SP:Iteration 82Q (107247.490000 sec): 3 clusters
  Score: Raw -4356684.160680 + Penalty 3439.513611 = -4353244.647069
  nChanged 4
		SP:Iteration 83Q (107247.910000 sec): 3 clusters
  Score: Raw -4356684.743734 + Penalty 3439.513611 = -4353245.230123
  nChanged 3
		SP:Iteration 84Q (107248.360000 sec): 3 clusters
  Score: Raw -4356685.385336 + Penalty 3439.513611 = -4353245.871725
  nChanged 6
		SP:Iteration 85Q (107248.770000 sec): 3 clusters
  Score: Raw -4356686.082438 + Penalty 3439.513611 = -4353246.568827
  nChanged 0
		SP:Iteration 86F (107249.160000 sec): 3 clusters
  Score: Raw -4356686.082438 + Penalty 3439.513611 = -4353246.568827
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (9845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107249.350000 sec): 2 clusters
  Score: Raw -1076502.354161 + Penalty 1494.141836 = -1075008.212325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107249.660000 sec): 3 clusters
  Score: Raw -1070946.701520 + Penalty 2988.283672 = -1067958.417847
  nChanged 4210
		SP:Iteration 1F (107249.910000 sec): 3 clusters
  Score: Raw -1073315.375995 + Penalty 2988.283672 = -1070327.092323
  nChanged 637
		SP:Iteration 2F (107250.140000 sec): 3 clusters
  Score: Raw -1073641.339223 + Penalty 2988.283672 = -1070653.055551
  nChanged 517
		SP:Iteration 3F (107250.390000 sec): 3 clusters
  Score: Raw -1073921.628330 + Penalty 2988.283672 = -1070933.344658
  nChanged 514
		SP:Iteration 4F (107250.610000 sec): 3 clusters
  Score: Raw -1074241.916452 + Penalty 2988.283672 = -1071253.632779
  nChanged 557
		SP:Iteration 5F (107250.910000 sec): 3 clusters
  Score: Raw -1074596.686405 + Penalty 2988.283672 = -1071608.402733
  nChanged 524
		SP:Iteration 6F (107251.110000 sec): 3 clusters
  Score: Raw -1074938.689487 + Penalty 2988.283672 = -1071950.405815
  nChanged 474
		SP:Iteration 7Q (107251.390000 sec): 3 clusters
  Score: Raw -1075276.813497 + Penalty 2988.283672 = -1072288.529825
  nChanged 447
		SP:Iteration 8Q (107251.620000 sec): 3 clusters
  Score: Raw -1075606.368664 + Penalty 2988.283672 = -1072618.084992
  nChanged 375
		SP:Iteration 9Q (107251.870000 sec): 3 clusters
  Score: Raw -1075893.362147 + Penalty 2988.283672 = -1072905.078475
  nChanged 300
		SP:Iteration 10Q (107252.070000 sec): 3 clusters
  Score: Raw -1076144.563296 + Penalty 2988.283672 = -1073156.279624
  nChanged 240
		SP:Iteration 11Q (107252.310000 sec): 3 clusters
  Score: Raw -1076353.618503 + Penalty 2988.283672 = -1073365.334831
  nChanged 196
		SP:Iteration 12Q (107252.510000 sec): 3 clusters
  Score: Raw -1076528.125208 + Penalty 2988.283672 = -1073539.841536
  nChanged 141
		SP:Iteration 13Q (107252.700000 sec): 3 clusters
  Score: Raw -1076626.327360 + Penalty 2988.283672 = -1073638.043688
  nChanged 98
		SP:Iteration 14Q (107252.940000 sec): 3 clusters
  Score: Raw -1076692.460398 + Penalty 2988.283672 = -1073704.176726
  nChanged 66
		SP:Iteration 15Q (107253.170000 sec): 3 clusters
  Score: Raw -1076742.092480 + Penalty 2988.283672 = -1073753.808808
  nChanged 71
		SP:Iteration 16Q (107253.360000 sec): 3 clusters
  Score: Raw -1076787.109795 + Penalty 2988.283672 = -1073798.826123
  nChanged 64
		SP:Iteration 17Q (107253.630000 sec): 3 clusters
  Score: Raw -1076827.507783 + Penalty 2988.283672 = -1073839.224111
  nChanged 53
		SP:Iteration 18Q (107253.850000 sec): 3 clusters
  Score: Raw -1076866.035164 + Penalty 2988.283672 = -1073877.751492
  nChanged 45
		SP:Iteration 19Q (107254.060000 sec): 3 clusters
  Score: Raw -1076895.875802 + Penalty 2988.283672 = -1073907.592129
  nChanged 30
		SP:Iteration 20F (107254.340000 sec): 3 clusters
  Score: Raw -1076913.681353 + Penalty 2988.283672 = -1073925.397681
  nChanged 25
		SP:Iteration 21Q (107254.540000 sec): 3 clusters
  Score: Raw -1076926.653759 + Penalty 2988.283672 = -1073938.370087
  nChanged 26
		SP:Iteration 22Q (107254.840000 sec): 3 clusters
  Score: Raw -1076944.377954 + Penalty 2988.283672 = -1073956.094282
  nChanged 24
		SP:Iteration 23Q (107255.000000 sec): 3 clusters
  Score: Raw -1076958.550484 + Penalty 2988.283672 = -1073970.266812
  nChanged 20
		SP:Iteration 24Q (107255.250000 sec): 3 clusters
  Score: Raw -1076968.619997 + Penalty 2988.283672 = -1073980.336325
  nChanged 17
		SP:Iteration 25Q (107255.470000 sec): 3 clusters
  Score: Raw -1076976.224978 + Penalty 2988.283672 = -1073987.941306
  nChanged 10
		SP:Iteration 26Q (107255.650000 sec): 3 clusters
  Score: Raw -1076979.174341 + Penalty 2988.283672 = -1073990.890669
  nChanged 8
		SP:Iteration 27Q (107255.870000 sec): 3 clusters
  Score: Raw -1076982.913647 + Penalty 2988.283672 = -1073994.629975
  nChanged 14
		SP:Iteration 28Q (107256.130000 sec): 3 clusters
  Score: Raw -1076988.187605 + Penalty 2988.283672 = -1073999.903933
  nChanged 12
		SP:Iteration 29Q (107256.370000 sec): 3 clusters
  Score: Raw -1076992.135079 + Penalty 2988.283672 = -1074003.851407
  nChanged 8
		SP:Iteration 30Q (107256.630000 sec): 3 clusters
  Score: Raw -1076995.550665 + Penalty 2988.283672 = -1074007.266993
  nChanged 8
		SP:Iteration 31Q (107256.840000 sec): 3 clusters
  Score: Raw -1076999.160080 + Penalty 2988.283672 = -1074010.876408
  nChanged 7
		SP:Iteration 32Q (107257.080000 sec): 3 clusters
  Score: Raw -1077001.318928 + Penalty 2988.283672 = -1074013.035256
  nChanged 3
		SP:Iteration 33Q (107257.300000 sec): 3 clusters
  Score: Raw -1077002.416695 + Penalty 2988.283672 = -1074014.133023
  nChanged 6
		SP:Iteration 34Q (107257.520000 sec): 3 clusters
  Score: Raw -1077004.377587 + Penalty 2988.283672 = -1074016.093915
  nChanged 2
		SP:Iteration 35Q (107257.700000 sec): 3 clusters
  Score: Raw -1077004.799338 + Penalty 2988.283672 = -1074016.515666
  nChanged 2
		SP:Iteration 36Q (107257.920000 sec): 3 clusters
  Score: Raw -1077005.180254 + Penalty 2988.283672 = -1074016.896582
  nChanged 1
		SP:Iteration 37Q (107258.190000 sec): 3 clusters
  Score: Raw -1077005.534445 + Penalty 2988.283672 = -1074017.250773
  nChanged 0
		SP:Iteration 38F (107258.430000 sec): 3 clusters
  Score: Raw -1077005.534445 + Penalty 2988.283672 = -1074017.250773
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (24167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107258.650000 sec): 2 clusters
  Score: Raw -2789054.362673 + Penalty 1640.070794 = -2787414.291879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107259.020000 sec): 3 clusters
  Score: Raw -2774387.160157 + Penalty 3280.141587 = -2771107.018569
  nChanged 11000
		SP:Iteration 1F (107259.310000 sec): 3 clusters
  Score: Raw -2780684.888609 + Penalty 3280.141587 = -2777404.747022
  nChanged 1483
		SP:Iteration 2F (107259.620000 sec): 3 clusters
  Score: Raw -2781506.534994 + Penalty 3280.141587 = -2778226.393407
  nChanged 1706
		SP:Iteration 3F (107259.980000 sec): 3 clusters
  Score: Raw -2782741.972618 + Penalty 3280.141587 = -2779461.831030
  nChanged 1887
		SP:Iteration 4F (107260.340000 sec): 3 clusters
  Score: Raw -2784290.506897 + Penalty 3280.141587 = -2781010.365310
  nChanged 1851
		SP:Iteration 5F (107260.620000 sec): 3 clusters
  Score: Raw -2786055.808825 + Penalty 3280.141587 = -2782775.667238
  nChanged 1525
		SP:Iteration 6F (107260.970000 sec): 3 clusters
  Score: Raw -2787551.640751 + Penalty 3280.141587 = -2784271.499164
  nChanged 940
		SP:Iteration 7Q (107261.340000 sec): 3 clusters
  Score: Raw -2788460.922913 + Penalty 3280.141587 = -2785180.781326
  nChanged 429
		SP:Iteration 8Q (107261.660000 sec): 3 clusters
  Score: Raw -2788867.125831 + Penalty 3280.141587 = -2785586.984244
  nChanged 181
		SP:Iteration 9Q (107261.930000 sec): 3 clusters
  Score: Raw -2789033.820978 + Penalty 3280.141587 = -2785753.679391
  nChanged 89
		SP:Iteration 10Q (107262.270000 sec): 3 clusters
  Score: Raw -2789131.544425 + Penalty 3280.141587 = -2785851.402838
  nChanged 43
		SP:Iteration 11Q (107262.610000 sec): 3 clusters
  Score: Raw -2789177.250676 + Penalty 3280.141587 = -2785897.109089
  nChanged 28
		SP:Iteration 12Q (107262.950000 sec): 3 clusters
  Score: Raw -2789207.972584 + Penalty 3280.141587 = -2785927.830997
  nChanged 27
		SP:Iteration 13Q (107263.280000 sec): 3 clusters
  Score: Raw -2789236.709115 + Penalty 3280.141587 = -2785956.567528
  nChanged 15
		SP:Iteration 14Q (107263.580000 sec): 3 clusters
  Score: Raw -2789254.589938 + Penalty 3280.141587 = -2785974.448351
  nChanged 15
		SP:Iteration 15Q (107263.890000 sec): 3 clusters
  Score: Raw -2789272.375322 + Penalty 3280.141587 = -2785992.233735
  nChanged 8
		SP:Iteration 16Q (107264.190000 sec): 3 clusters
  Score: Raw -2789285.279346 + Penalty 3280.141587 = -2786005.137758
  nChanged 9
		SP:Iteration 17Q (107264.490000 sec): 3 clusters
  Score: Raw -2789297.577917 + Penalty 3280.141587 = -2786017.436330
  nChanged 7
		SP:Iteration 18Q (107264.790000 sec): 3 clusters
  Score: Raw -2789304.303460 + Penalty 3280.141587 = -2786024.161873
  nChanged 9
		SP:Iteration 19Q (107265.100000 sec): 3 clusters
  Score: Raw -2789313.601302 + Penalty 3280.141587 = -2786033.459715
  nChanged 6
		SP:Iteration 20F (107265.410000 sec): 3 clusters
  Score: Raw -2789319.035176 + Penalty 3280.141587 = -2786038.893589
  nChanged 6
		SP:Iteration 21Q (107265.710000 sec): 3 clusters
  Score: Raw -2789323.263339 + Penalty 3280.141587 = -2786043.121752
  nChanged 3
		SP:Iteration 22Q (107266.020000 sec): 3 clusters
  Score: Raw -2789326.264540 + Penalty 3280.141587 = -2786046.122953
  nChanged 1
		SP:Iteration 23Q (107266.320000 sec): 3 clusters
  Score: Raw -2789326.812311 + Penalty 3280.141587 = -2786046.670724
  nChanged 0
		SP:Iteration 24F (107266.630000 sec): 3 clusters
  Score: Raw -2789326.812311 + Penalty 3280.141587 = -2786046.670724
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (18042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107266.780000 sec): 2 clusters
  Score: Raw -1876602.302471 + Penalty 1592.574368 = -1875009.728102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107267.060000 sec): 3 clusters
  Score: Raw -1865632.547485 + Penalty 3185.148737 = -1862447.398749
  nChanged 8215
		SP:Iteration 1F (107267.370000 sec): 3 clusters
  Score: Raw -1870353.537494 + Penalty 3185.148737 = -1867168.388757
  nChanged 1139
		SP:Iteration 2F (107267.680000 sec): 3 clusters
  Score: Raw -1870947.544965 + Penalty 3185.148737 = -1867762.396228
  nChanged 1142
		SP:Iteration 3F (107267.950000 sec): 3 clusters
  Score: Raw -1871674.318833 + Penalty 3185.148737 = -1868489.170096
  nChanged 1232
		SP:Iteration 4F (107268.260000 sec): 3 clusters
  Score: Raw -1872591.759329 + Penalty 3185.148737 = -1869406.610592
  nChanged 1249
		SP:Iteration 5F (107268.610000 sec): 3 clusters
  Score: Raw -1873594.693586 + Penalty 3185.148737 = -1870409.544849
  nChanged 1164
		SP:Iteration 6F (107268.910000 sec): 3 clusters
  Score: Raw -1874605.692633 + Penalty 3185.148737 = -1871420.543896
  nChanged 968
		SP:Iteration 7F (107269.220000 sec): 3 clusters
  Score: Raw -1875463.708776 + Penalty 3185.148737 = -1872278.560039
  nChanged 780
		SP:Iteration 8Q (107269.490000 sec): 3 clusters
  Score: Raw -1876115.499543 + Penalty 3185.148737 = -1872930.350806
  nChanged 563
		SP:Iteration 9Q (107269.750000 sec): 3 clusters
  Score: Raw -1876566.551238 + Penalty 3185.148737 = -1873381.402501
  nChanged 390
		SP:Iteration 10Q (107270.020000 sec): 3 clusters
  Score: Raw -1876873.919799 + Penalty 3185.148737 = -1873688.771062
  nChanged 245
		SP:Iteration 11Q (107270.290000 sec): 3 clusters
  Score: Raw -1877074.582964 + Penalty 3185.148737 = -1873889.434227
  nChanged 179
		SP:Iteration 12Q (107270.560000 sec): 3 clusters
  Score: Raw -1877219.797148 + Penalty 3185.148737 = -1874034.648412
  nChanged 133
		SP:Iteration 13Q (107270.830000 sec): 3 clusters
  Score: Raw -1877314.192953 + Penalty 3185.148737 = -1874129.044216
  nChanged 96
		SP:Iteration 14Q (107271.100000 sec): 3 clusters
  Score: Raw -1877379.495208 + Penalty 3185.148737 = -1874194.346471
  nChanged 95
		SP:Iteration 15Q (107271.430000 sec): 3 clusters
  Score: Raw -1877431.481792 + Penalty 3185.148737 = -1874246.333055
  nChanged 60
		SP:Iteration 16Q (107271.720000 sec): 3 clusters
  Score: Raw -1877460.772849 + Penalty 3185.148737 = -1874275.624112
  nChanged 44
		SP:Iteration 17Q (107272.060000 sec): 3 clusters
  Score: Raw -1877477.079400 + Penalty 3185.148737 = -1874291.930663
  nChanged 33
		SP:Iteration 18Q (107272.390000 sec): 3 clusters
  Score: Raw -1877487.733068 + Penalty 3185.148737 = -1874302.584331
  nChanged 21
		SP:Iteration 19Q (107272.640000 sec): 3 clusters
  Score: Raw -1877494.777401 + Penalty 3185.148737 = -1874309.628664
  nChanged 20
		SP:Iteration 20F (107272.930000 sec): 3 clusters
  Score: Raw -1877500.318517 + Penalty 3185.148737 = -1874315.169780
  nChanged 13
		SP:Iteration 21Q (107273.160000 sec): 3 clusters
  Score: Raw -1877503.479316 + Penalty 3185.148737 = -1874318.330579
  nChanged 8
		SP:Iteration 22Q (107273.430000 sec): 3 clusters
  Score: Raw -1877506.161809 + Penalty 3185.148737 = -1874321.013072
  nChanged 10
		SP:Iteration 23Q (107273.720000 sec): 3 clusters
  Score: Raw -1877508.698875 + Penalty 3185.148737 = -1874323.550138
  nChanged 8
		SP:Iteration 24Q (107273.930000 sec): 3 clusters
  Score: Raw -1877510.951675 + Penalty 3185.148737 = -1874325.802938
  nChanged 3
		SP:Iteration 25Q (107274.180000 sec): 3 clusters
  Score: Raw -1877512.045821 + Penalty 3185.148737 = -1874326.897084
  nChanged 3
		SP:Iteration 26Q (107274.490000 sec): 3 clusters
  Score: Raw -1877513.749678 + Penalty 3185.148737 = -1874328.600941
  nChanged 4
		SP:Iteration 27Q (107274.800000 sec): 3 clusters
  Score: Raw -1877515.173593 + Penalty 3185.148737 = -1874330.024856
  nChanged 3
		SP:Iteration 28Q (107275.070000 sec): 3 clusters
  Score: Raw -1877515.918044 + Penalty 3185.148737 = -1874330.769307
  nChanged 3
		SP:Iteration 29Q (107275.310000 sec): 3 clusters
  Score: Raw -1877516.349302 + Penalty 3185.148737 = -1874331.200565
  nChanged 2
		SP:Iteration 30Q (107275.600000 sec): 3 clusters
  Score: Raw -1877517.097234 + Penalty 3185.148737 = -1874331.948497
  nChanged 3
		SP:Iteration 31Q (107275.880000 sec): 3 clusters
  Score: Raw -1877517.932634 + Penalty 3185.148737 = -1874332.783897
  nChanged 6
		SP:Iteration 32Q (107276.110000 sec): 3 clusters
  Score: Raw -1877519.250491 + Penalty 3185.148737 = -1874334.101754
  nChanged 1
		SP:Iteration 33Q (107276.320000 sec): 3 clusters
  Score: Raw -1877519.401156 + Penalty 3185.148737 = -1874334.252419
  nChanged 0
		SP:Iteration 34F (107276.680000 sec): 3 clusters
  Score: Raw -1877519.401156 + Penalty 3185.148737 = -1874334.252419
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (14636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107276.860000 sec): 2 clusters
  Score: Raw -1644105.458914 + Penalty 1558.576423 = -1642546.882491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107277.090000 sec): 3 clusters
  Score: Raw -1635610.108472 + Penalty 3117.152846 = -1632492.955626
  nChanged 6430
		SP:Iteration 1F (107277.350000 sec): 3 clusters
  Score: Raw -1639112.212941 + Penalty 3117.152846 = -1635995.060095
  nChanged 938
		SP:Iteration 2F (107277.640000 sec): 3 clusters
  Score: Raw -1639545.712650 + Penalty 3117.152846 = -1636428.559804
  nChanged 803
		SP:Iteration 3F (107277.870000 sec): 3 clusters
  Score: Raw -1639925.052018 + Penalty 3117.152846 = -1636807.899172
  nChanged 764
		SP:Iteration 4F (107278.150000 sec): 3 clusters
  Score: Raw -1640314.023751 + Penalty 3117.152846 = -1637196.870905
  nChanged 746
		SP:Iteration 5F (107278.390000 sec): 3 clusters
  Score: Raw -1640766.064366 + Penalty 3117.152846 = -1637648.911520
  nChanged 749
		SP:Iteration 6F (107278.620000 sec): 3 clusters
  Score: Raw -1641279.962655 + Penalty 3117.152846 = -1638162.809809
  nChanged 715
		SP:Iteration 7Q (107278.840000 sec): 3 clusters
  Score: Raw -1641798.831318 + Penalty 3117.152846 = -1638681.678472
  nChanged 659
		SP:Iteration 8Q (107279.070000 sec): 3 clusters
  Score: Raw -1642296.218557 + Penalty 3117.152846 = -1639179.065711
  nChanged 575
		SP:Iteration 9Q (107279.390000 sec): 3 clusters
  Score: Raw -1642702.794321 + Penalty 3117.152846 = -1639585.641475
  nChanged 450
		SP:Iteration 10Q (107279.640000 sec): 3 clusters
  Score: Raw -1642997.978429 + Penalty 3117.152846 = -1639880.825583
  nChanged 329
		SP:Iteration 11Q (107279.860000 sec): 3 clusters
  Score: Raw -1643178.897525 + Penalty 3117.152846 = -1640061.744679
  nChanged 270
		SP:Iteration 12Q (107280.210000 sec): 3 clusters
  Score: Raw -1643335.474059 + Penalty 3117.152846 = -1640218.321213
  nChanged 239
		SP:Iteration 13Q (107280.500000 sec): 3 clusters
  Score: Raw -1643473.527659 + Penalty 3117.152846 = -1640356.374813
  nChanged 188
		SP:Iteration 14Q (107280.720000 sec): 3 clusters
  Score: Raw -1643574.721418 + Penalty 3117.152846 = -1640457.568572
  nChanged 164
		SP:Iteration 15Q (107281.050000 sec): 3 clusters
  Score: Raw -1643656.102990 + Penalty 3117.152846 = -1640538.950144
  nChanged 141
		SP:Iteration 16Q (107281.280000 sec): 3 clusters
  Score: Raw -1643731.586693 + Penalty 3117.152846 = -1640614.433847
  nChanged 133
		SP:Iteration 17Q (107281.500000 sec): 3 clusters
  Score: Raw -1643811.704870 + Penalty 3117.152846 = -1640694.552024
  nChanged 130
		SP:Iteration 18Q (107281.780000 sec): 3 clusters
  Score: Raw -1643885.230799 + Penalty 3117.152846 = -1640768.077953
  nChanged 112
		SP:Iteration 19Q (107282.030000 sec): 3 clusters
  Score: Raw -1643951.906023 + Penalty 3117.152846 = -1640834.753177
  nChanged 99
		SP:Iteration 20F (107282.280000 sec): 3 clusters
  Score: Raw -1644009.024285 + Penalty 3117.152846 = -1640891.871439
  nChanged 85
		SP:Iteration 21Q (107282.560000 sec): 3 clusters
  Score: Raw -1644063.742435 + Penalty 3117.152846 = -1640946.589589
  nChanged 88
		SP:Iteration 22Q (107282.850000 sec): 3 clusters
  Score: Raw -1644111.503230 + Penalty 3117.152846 = -1640994.350384
  nChanged 71
		SP:Iteration 23Q (107283.140000 sec): 3 clusters
  Score: Raw -1644150.563870 + Penalty 3117.152846 = -1641033.411024
  nChanged 53
		SP:Iteration 24Q (107283.420000 sec): 3 clusters
  Score: Raw -1644179.635305 + Penalty 3117.152846 = -1641062.482459
  nChanged 35
		SP:Iteration 25Q (107283.690000 sec): 3 clusters
  Score: Raw -1644195.636484 + Penalty 3117.152846 = -1641078.483638
  nChanged 30
		SP:Iteration 26Q (107283.930000 sec): 3 clusters
  Score: Raw -1644207.969812 + Penalty 3117.152846 = -1641090.816966
  nChanged 24
		SP:Iteration 27Q (107284.180000 sec): 3 clusters
  Score: Raw -1644219.391692 + Penalty 3117.152846 = -1641102.238846
  nChanged 15
		SP:Iteration 28Q (107284.450000 sec): 3 clusters
  Score: Raw -1644226.847115 + Penalty 3117.152846 = -1641109.694269
  nChanged 15
		SP:Iteration 29Q (107284.730000 sec): 3 clusters
  Score: Raw -1644234.892728 + Penalty 3117.152846 = -1641117.739882
  nChanged 16
		SP:Iteration 30Q (107284.940000 sec): 3 clusters
  Score: Raw -1644240.814411 + Penalty 3117.152846 = -1641123.661565
  nChanged 8
		SP:Iteration 31Q (107285.220000 sec): 3 clusters
  Score: Raw -1644244.658068 + Penalty 3117.152846 = -1641127.505222
  nChanged 9
		SP:Iteration 32Q (107285.490000 sec): 3 clusters
  Score: Raw -1644248.600035 + Penalty 3117.152846 = -1641131.447189
  nChanged 8
		SP:Iteration 33Q (107285.770000 sec): 3 clusters
  Score: Raw -1644250.896848 + Penalty 3117.152846 = -1641133.744002
  nChanged 4
		SP:Iteration 34Q (107286.030000 sec): 3 clusters
  Score: Raw -1644251.974234 + Penalty 3117.152846 = -1641134.821388
  nChanged 4
		SP:Iteration 35Q (107286.320000 sec): 3 clusters
  Score: Raw -1644253.302474 + Penalty 3117.152846 = -1641136.149628
  nChanged 7
		SP:Iteration 36Q (107286.560000 sec): 3 clusters
  Score: Raw -1644255.163832 + Penalty 3117.152846 = -1641138.010986
  nChanged 1
		SP:Iteration 37Q (107286.810000 sec): 3 clusters
  Score: Raw -1644255.848711 + Penalty 3117.152846 = -1641138.695865
  nChanged 2
		SP:Iteration 38Q (107287.060000 sec): 3 clusters
  Score: Raw -1644256.464463 + Penalty 3117.152846 = -1641139.311617
  nChanged 2
		SP:Iteration 39Q (107287.290000 sec): 3 clusters
  Score: Raw -1644256.898562 + Penalty 3117.152846 = -1641139.745716
  nChanged 1
		SP:Iteration 40F (107287.550000 sec): 3 clusters
  Score: Raw -1644257.026396 + Penalty 3117.152846 = -1641139.873550
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107287.780000 sec): 2 clusters
  Score: Raw -4026840.158574 + Penalty 1691.046871 = -4025149.111704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107288.190000 sec): 3 clusters
  Score: Raw -4006497.076946 + Penalty 3382.093742 = -4003114.983204
  nChanged 15142
		SP:Iteration 1F (107288.630000 sec): 3 clusters
  Score: Raw -4015007.986877 + Penalty 3382.093742 = -4011625.893135
  nChanged 1623
		SP:Iteration 2Q (107288.990000 sec): 3 clusters
  Score: Raw -4015747.326085 + Penalty 3382.093742 = -4012365.232343
  nChanged 1770
		SP:Iteration 3F (107289.360000 sec): 3 clusters
  Score: Raw -4016706.388401 + Penalty 3382.093742 = -4013324.294659
  nChanged 1960
		SP:Iteration 4F (107289.720000 sec): 3 clusters
  Score: Raw -4017857.482822 + Penalty 3382.093742 = -4014475.389080
  nChanged 2092
		SP:Iteration 5F (107290.070000 sec): 3 clusters
  Score: Raw -4019259.299595 + Penalty 3382.093742 = -4015877.205854
  nChanged 2168
		SP:Iteration 6F (107290.410000 sec): 3 clusters
  Score: Raw -4020995.631801 + Penalty 3382.093742 = -4017613.538059
  nChanged 2107
		SP:Iteration 7F (107290.750000 sec): 3 clusters
  Score: Raw -4022839.392608 + Penalty 3382.093742 = -4019457.298866
  nChanged 1758
		SP:Iteration 8F (107291.100000 sec): 3 clusters
  Score: Raw -4024273.382513 + Penalty 3382.093742 = -4020891.288771
  nChanged 1236
		SP:Iteration 9Q (107291.410000 sec): 3 clusters
  Score: Raw -4025054.109584 + Penalty 3382.093742 = -4021672.015843
  nChanged 853
		SP:Iteration 10Q (107291.710000 sec): 3 clusters
  Score: Raw -4025524.162975 + Penalty 3382.093742 = -4022142.069233
  nChanged 644
		SP:Iteration 11Q (107292.070000 sec): 3 clusters
  Score: Raw -4025873.125201 + Penalty 3382.093742 = -4022491.031460
  nChanged 586
		SP:Iteration 12Q (107292.420000 sec): 3 clusters
  Score: Raw -4026159.638148 + Penalty 3382.093742 = -4022777.544407
  nChanged 526
		SP:Iteration 13Q (107292.770000 sec): 3 clusters
  Score: Raw -4026393.081778 + Penalty 3382.093742 = -4023010.988036
  nChanged 456
		SP:Iteration 14Q (107293.100000 sec): 3 clusters
  Score: Raw -4026574.433292 + Penalty 3382.093742 = -4023192.339550
  nChanged 377
		SP:Iteration 15Q (107293.470000 sec): 3 clusters
  Score: Raw -4026701.928861 + Penalty 3382.093742 = -4023319.835119
  nChanged 340
		SP:Iteration 16Q (107293.790000 sec): 3 clusters
  Score: Raw -4026796.192655 + Penalty 3382.093742 = -4023414.098914
  nChanged 248
		SP:Iteration 17Q (107294.110000 sec): 3 clusters
  Score: Raw -4026858.148279 + Penalty 3382.093742 = -4023476.054537
  nChanged 224
		SP:Iteration 18Q (107294.420000 sec): 3 clusters
  Score: Raw -4026906.434816 + Penalty 3382.093742 = -4023524.341074
  nChanged 201
		SP:Iteration 19Q (107294.680000 sec): 3 clusters
  Score: Raw -4026944.980918 + Penalty 3382.093742 = -4023562.887176
  nChanged 156
		SP:Iteration 20F (107295.040000 sec): 3 clusters
  Score: Raw -4026971.793861 + Penalty 3382.093742 = -4023589.700120
  nChanged 138
		SP:Iteration 21Q (107295.360000 sec): 3 clusters
  Score: Raw -4026994.431088 + Penalty 3382.093742 = -4023612.337346
  nChanged 111
		SP:Iteration 22Q (107295.700000 sec): 3 clusters
  Score: Raw -4027010.416315 + Penalty 3382.093742 = -4023628.322574
  nChanged 95
		SP:Iteration 23Q (107296.040000 sec): 3 clusters
  Score: Raw -4027022.628894 + Penalty 3382.093742 = -4023640.535152
  nChanged 89
		SP:Iteration 24Q (107296.460000 sec): 3 clusters
  Score: Raw -4027033.694015 + Penalty 3382.093742 = -4023651.600273
  nChanged 78
		SP:Iteration 25Q (107296.810000 sec): 3 clusters
  Score: Raw -4027042.582522 + Penalty 3382.093742 = -4023660.488780
  nChanged 60
		SP:Iteration 26Q (107297.220000 sec): 3 clusters
  Score: Raw -4027048.876352 + Penalty 3382.093742 = -4023666.782611
  nChanged 68
		SP:Iteration 27Q (107297.620000 sec): 3 clusters
  Score: Raw -4027056.472355 + Penalty 3382.093742 = -4023674.378614
  nChanged 66
		SP:Iteration 28Q (107297.910000 sec): 3 clusters
  Score: Raw -4027063.509038 + Penalty 3382.093742 = -4023681.415297
  nChanged 63
		SP:Iteration 29Q (107298.360000 sec): 3 clusters
  Score: Raw -4027069.425025 + Penalty 3382.093742 = -4023687.331283
  nChanged 51
		SP:Iteration 30Q (107298.710000 sec): 3 clusters
  Score: Raw -4027074.481918 + Penalty 3382.093742 = -4023692.388177
  nChanged 51
		SP:Iteration 31Q (107299.100000 sec): 3 clusters
  Score: Raw -4027080.196075 + Penalty 3382.093742 = -4023698.102334
  nChanged 51
		SP:Iteration 32Q (107299.470000 sec): 3 clusters
  Score: Raw -4027084.855606 + Penalty 3382.093742 = -4023702.761864
  nChanged 51
		SP:Iteration 33Q (107299.900000 sec): 3 clusters
  Score: Raw -4027089.484383 + Penalty 3382.093742 = -4023707.390641
  nChanged 41
		SP:Iteration 34Q (107300.230000 sec): 3 clusters
  Score: Raw -4027092.613303 + Penalty 3382.093742 = -4023710.519561
  nChanged 31
		SP:Iteration 35Q (107300.660000 sec): 3 clusters
  Score: Raw -4027094.968293 + Penalty 3382.093742 = -4023712.874551
  nChanged 24
		SP:Iteration 36Q (107300.950000 sec): 3 clusters
  Score: Raw -4027097.041273 + Penalty 3382.093742 = -4023714.947532
  nChanged 30
		SP:Iteration 37Q (107301.340000 sec): 3 clusters
  Score: Raw -4027099.369899 + Penalty 3382.093742 = -4023717.276158
  nChanged 30
		SP:Iteration 38Q (107301.730000 sec): 3 clusters
  Score: Raw -4027101.815682 + Penalty 3382.093742 = -4023719.721941
  nChanged 27
		SP:Iteration 39Q (107302.080000 sec): 3 clusters
  Score: Raw -4027104.124222 + Penalty 3382.093742 = -4023722.030480
  nChanged 37
		SP:Iteration 40F (107302.450000 sec): 3 clusters
  Score: Raw -4027107.491188 + Penalty 3382.093742 = -4023725.397446
  nChanged 39
		SP:Iteration 41Q (107302.780000 sec): 3 clusters
  Score: Raw -4027110.513669 + Penalty 3382.093742 = -4023728.419928
  nChanged 24
		SP:Iteration 42Q (107303.190000 sec): 3 clusters
  Score: Raw -4027111.914745 + Penalty 3382.093742 = -4023729.821003
  nChanged 29
		SP:Iteration 43Q (107303.580000 sec): 3 clusters
  Score: Raw -4027114.195009 + Penalty 3382.093742 = -4023732.101268
  nChanged 35
		SP:Iteration 44Q (107303.950000 sec): 3 clusters
  Score: Raw -4027117.359180 + Penalty 3382.093742 = -4023735.265438
  nChanged 34
		SP:Iteration 45Q (107304.390000 sec): 3 clusters
  Score: Raw -4027120.780473 + Penalty 3382.093742 = -4023738.686731
  nChanged 31
		SP:Iteration 46Q (107304.740000 sec): 3 clusters
  Score: Raw -4027123.000902 + Penalty 3382.093742 = -4023740.907161
  nChanged 34
		SP:Iteration 47Q (107305.020000 sec): 3 clusters
  Score: Raw -4027126.327383 + Penalty 3382.093742 = -4023744.233642
  nChanged 38
		SP:Iteration 48Q (107305.340000 sec): 3 clusters
  Score: Raw -4027129.851156 + Penalty 3382.093742 = -4023747.757414
  nChanged 35
		SP:Iteration 49Q (107305.690000 sec): 3 clusters
  Score: Raw -4027132.982730 + Penalty 3382.093742 = -4023750.888989
  nChanged 32
		SP:Iteration 50Q (107306.060000 sec): 3 clusters
  Score: Raw -4027135.604897 + Penalty 3382.093742 = -4023753.511155
  nChanged 32
		SP:Iteration 51Q (107306.450000 sec): 3 clusters
  Score: Raw -4027138.000367 + Penalty 3382.093742 = -4023755.906626
  nChanged 34
		SP:Iteration 52Q (107306.830000 sec): 3 clusters
  Score: Raw -4027140.469728 + Penalty 3382.093742 = -4023758.375987
  nChanged 30
		SP:Iteration 53Q (107307.160000 sec): 3 clusters
  Score: Raw -4027142.542327 + Penalty 3382.093742 = -4023760.448585
  nChanged 29
		SP:Iteration 54Q (107307.530000 sec): 3 clusters
  Score: Raw -4027144.991382 + Penalty 3382.093742 = -4023762.897640
  nChanged 41
		SP:Iteration 55Q (107307.920000 sec): 3 clusters
  Score: Raw -4027148.375312 + Penalty 3382.093742 = -4023766.281570
  nChanged 36
		SP:Iteration 56Q (107308.290000 sec): 3 clusters
  Score: Raw -4027151.356021 + Penalty 3382.093742 = -4023769.262279
  nChanged 31
		SP:Iteration 57Q (107308.620000 sec): 3 clusters
  Score: Raw -4027153.887940 + Penalty 3382.093742 = -4023771.794198
  nChanged 34
		SP:Iteration 58Q (107308.940000 sec): 3 clusters
  Score: Raw -4027156.234894 + Penalty 3382.093742 = -4023774.141152
  nChanged 33
		SP:Iteration 59Q (107309.290000 sec): 3 clusters
  Score: Raw -4027158.782391 + Penalty 3382.093742 = -4023776.688649
  nChanged 24
		SP:Iteration 60F (107309.650000 sec): 3 clusters
  Score: Raw -4027160.299296 + Penalty 3382.093742 = -4023778.205554
  nChanged 19
		SP:Iteration 61Q (107310.010000 sec): 3 clusters
  Score: Raw -4027161.523412 + Penalty 3382.093742 = -4023779.429670
  nChanged 23
		SP:Iteration 62Q (107310.290000 sec): 3 clusters
  Score: Raw -4027162.986193 + Penalty 3382.093742 = -4023780.892452
  nChanged 20
		SP:Iteration 63Q (107310.670000 sec): 3 clusters
  Score: Raw -4027164.557798 + Penalty 3382.093742 = -4023782.464056
  nChanged 28
		SP:Iteration 64Q (107311.050000 sec): 3 clusters
  Score: Raw -4027166.242352 + Penalty 3382.093742 = -4023784.148610
  nChanged 15
		SP:Iteration 65Q (107311.450000 sec): 3 clusters
  Score: Raw -4027166.993985 + Penalty 3382.093742 = -4023784.900243
  nChanged 11
		SP:Iteration 66Q (107311.790000 sec): 3 clusters
  Score: Raw -4027167.610622 + Penalty 3382.093742 = -4023785.516880
  nChanged 13
		SP:Iteration 67Q (107312.150000 sec): 3 clusters
  Score: Raw -4027168.388768 + Penalty 3382.093742 = -4023786.295026
  nChanged 20
		SP:Iteration 68Q (107312.490000 sec): 3 clusters
  Score: Raw -4027169.742732 + Penalty 3382.093742 = -4023787.648991
  nChanged 18
		SP:Iteration 69Q (107312.920000 sec): 3 clusters
  Score: Raw -4027171.054818 + Penalty 3382.093742 = -4023788.961076
  nChanged 21
		SP:Iteration 70Q (107313.220000 sec): 3 clusters
  Score: Raw -4027172.409727 + Penalty 3382.093742 = -4023790.315986
  nChanged 17
		SP:Iteration 71Q (107313.630000 sec): 3 clusters
  Score: Raw -4027173.498991 + Penalty 3382.093742 = -4023791.405249
  nChanged 16
		SP:Iteration 72Q (107313.930000 sec): 3 clusters
  Score: Raw -4027174.293444 + Penalty 3382.093742 = -4023792.199703
  nChanged 7
		SP:Iteration 73Q (107314.340000 sec): 3 clusters
  Score: Raw -4027174.603021 + Penalty 3382.093742 = -4023792.509279
  nChanged 7
		SP:Iteration 74Q (107314.670000 sec): 3 clusters
  Score: Raw -4027174.894584 + Penalty 3382.093742 = -4023792.800842
  nChanged 6
		SP:Iteration 75Q (107315.030000 sec): 3 clusters
  Score: Raw -4027175.122449 + Penalty 3382.093742 = -4023793.028707
  nChanged 4
		SP:Iteration 76Q (107315.380000 sec): 3 clusters
  Score: Raw -4027175.298684 + Penalty 3382.093742 = -4023793.204943
  nChanged 8
		SP:Iteration 77Q (107315.780000 sec): 3 clusters
  Score: Raw -4027175.808855 + Penalty 3382.093742 = -4023793.715113
  nChanged 8
		SP:Iteration 78Q (107316.160000 sec): 3 clusters
  Score: Raw -4027176.080930 + Penalty 3382.093742 = -4023793.987188
  nChanged 4
		SP:Iteration 79Q (107316.490000 sec): 3 clusters
  Score: Raw -4027176.272426 + Penalty 3382.093742 = -4023794.178684
  nChanged 2
		SP:Iteration 80F (107316.830000 sec): 3 clusters
  Score: Raw -4027176.297590 + Penalty 3382.093742 = -4023794.203848
  nChanged 1
		SP:Iteration 81Q (107317.200000 sec): 3 clusters
  Score: Raw -4027176.329303 + Penalty 3382.093742 = -4023794.235562
  nChanged 1
		SP:Iteration 82Q (107317.590000 sec): 3 clusters
  Score: Raw -4027176.351107 + Penalty 3382.093742 = -4023794.257366
  nChanged 1
		SP:Iteration 83Q (107317.960000 sec): 3 clusters
  Score: Raw -4027176.413261 + Penalty 3382.093742 = -4023794.319519
  nChanged 3
		SP:Iteration 84Q (107318.310000 sec): 3 clusters
  Score: Raw -4027176.558133 + Penalty 3382.093742 = -4023794.464391
  nChanged 3
		SP:Iteration 85Q (107318.700000 sec): 3 clusters
  Score: Raw -4027176.697976 + Penalty 3382.093742 = -4023794.604234
  nChanged 2
		SP:Iteration 86Q (107319.020000 sec): 3 clusters
  Score: Raw -4027176.758626 + Penalty 3382.093742 = -4023794.664885
  nChanged 0
		SP:Iteration 87F (107319.400000 sec): 3 clusters
  Score: Raw -4027176.758626 + Penalty 3382.093742 = -4023794.664885
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107319.600000 sec): 2 clusters
  Score: Raw -1819867.783527 + Penalty 1580.140598 = -1818287.642930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107319.880000 sec): 3 clusters
  Score: Raw -1809909.349041 + Penalty 3160.281195 = -1806749.067846
  nChanged 7556
		SP:Iteration 1F (107320.150000 sec): 3 clusters
  Score: Raw -1814285.435513 + Penalty 3160.281195 = -1811125.154318
  nChanged 1067
		SP:Iteration 2F (107320.440000 sec): 3 clusters
  Score: Raw -1814812.206448 + Penalty 3160.281195 = -1811651.925253
  nChanged 985
		SP:Iteration 3F (107320.720000 sec): 3 clusters
  Score: Raw -1815329.239618 + Penalty 3160.281195 = -1812168.958423
  nChanged 942
		SP:Iteration 4F (107321.080000 sec): 3 clusters
  Score: Raw -1815820.966349 + Penalty 3160.281195 = -1812660.685154
  nChanged 914
		SP:Iteration 5F (107321.410000 sec): 3 clusters
  Score: Raw -1816292.266263 + Penalty 3160.281195 = -1813131.985068
  nChanged 818
		SP:Iteration 6Q (107321.720000 sec): 3 clusters
  Score: Raw -1816713.522197 + Penalty 3160.281195 = -1813553.241002
  nChanged 748
		SP:Iteration 7Q (107322.000000 sec): 3 clusters
  Score: Raw -1817062.558989 + Penalty 3160.281195 = -1813902.277794
  nChanged 631
		SP:Iteration 8Q (107322.260000 sec): 3 clusters
  Score: Raw -1817312.776954 + Penalty 3160.281195 = -1814152.495759
  nChanged 532
		SP:Iteration 9Q (107322.510000 sec): 3 clusters
  Score: Raw -1817489.969754 + Penalty 3160.281195 = -1814329.688559
  nChanged 466
		SP:Iteration 10Q (107322.810000 sec): 3 clusters
  Score: Raw -1817650.247995 + Penalty 3160.281195 = -1814489.966800
  nChanged 412
		SP:Iteration 11Q (107323.130000 sec): 3 clusters
  Score: Raw -1817799.249839 + Penalty 3160.281195 = -1814638.968644
  nChanged 402
		SP:Iteration 12Q (107323.410000 sec): 3 clusters
  Score: Raw -1817956.764116 + Penalty 3160.281195 = -1814796.482921
  nChanged 402
		SP:Iteration 13Q (107323.700000 sec): 3 clusters
  Score: Raw -1818115.567618 + Penalty 3160.281195 = -1814955.286423
  nChanged 389
		SP:Iteration 14Q (107324.020000 sec): 3 clusters
  Score: Raw -1818276.021591 + Penalty 3160.281195 = -1815115.740396
  nChanged 378
		SP:Iteration 15Q (107324.340000 sec): 3 clusters
  Score: Raw -1818430.051790 + Penalty 3160.281195 = -1815269.770595
  nChanged 408
		SP:Iteration 16Q (107324.630000 sec): 3 clusters
  Score: Raw -1818597.494324 + Penalty 3160.281195 = -1815437.213129
  nChanged 374
		SP:Iteration 17Q (107324.920000 sec): 3 clusters
  Score: Raw -1818741.933005 + Penalty 3160.281195 = -1815581.651810
  nChanged 344
		SP:Iteration 18Q (107325.230000 sec): 3 clusters
  Score: Raw -1818871.754387 + Penalty 3160.281195 = -1815711.473192
  nChanged 334
		SP:Iteration 19Q (107325.530000 sec): 3 clusters
  Score: Raw -1819017.633422 + Penalty 3160.281195 = -1815857.352227
  nChanged 319
		SP:Iteration 20F (107325.820000 sec): 3 clusters
  Score: Raw -1819160.863191 + Penalty 3160.281195 = -1816000.581996
  nChanged 288
		SP:Iteration 21Q (107326.140000 sec): 3 clusters
  Score: Raw -1819297.202700 + Penalty 3160.281195 = -1816136.921505
  nChanged 282
		SP:Iteration 22Q (107326.470000 sec): 3 clusters
  Score: Raw -1819417.365752 + Penalty 3160.281195 = -1816257.084557
  nChanged 242
		SP:Iteration 23Q (107326.780000 sec): 3 clusters
  Score: Raw -1819524.648574 + Penalty 3160.281195 = -1816364.367379
  nChanged 229
		SP:Iteration 24Q (107327.060000 sec): 3 clusters
  Score: Raw -1819618.381257 + Penalty 3160.281195 = -1816458.100062
  nChanged 178
		SP:Iteration 25Q (107327.330000 sec): 3 clusters
  Score: Raw -1819681.904816 + Penalty 3160.281195 = -1816521.623620
  nChanged 151
		SP:Iteration 26Q (107327.620000 sec): 3 clusters
  Score: Raw -1819735.729996 + Penalty 3160.281195 = -1816575.448801
  nChanged 122
		SP:Iteration 27Q (107327.990000 sec): 3 clusters
  Score: Raw -1819779.074588 + Penalty 3160.281195 = -1816618.793393
  nChanged 131
		SP:Iteration 28Q (107328.270000 sec): 3 clusters
  Score: Raw -1819826.077568 + Penalty 3160.281195 = -1816665.796373
  nChanged 121
		SP:Iteration 29Q (107328.550000 sec): 3 clusters
  Score: Raw -1819868.058440 + Penalty 3160.281195 = -1816707.777245
  nChanged 109
		SP:Iteration 30Q (107328.860000 sec): 3 clusters
  Score: Raw -1819905.984770 + Penalty 3160.281195 = -1816745.703575
  nChanged 95
		SP:Iteration 31Q (107329.140000 sec): 3 clusters
  Score: Raw -1819946.761618 + Penalty 3160.281195 = -1816786.480423
  nChanged 115
		SP:Iteration 32Q (107329.480000 sec): 3 clusters
  Score: Raw -1819992.141386 + Penalty 3160.281195 = -1816831.860191
  nChanged 93
		SP:Iteration 33Q (107329.740000 sec): 3 clusters
  Score: Raw -1820022.742122 + Penalty 3160.281195 = -1816862.460927
  nChanged 82
		SP:Iteration 34Q (107330.110000 sec): 3 clusters
  Score: Raw -1820048.612493 + Penalty 3160.281195 = -1816888.331298
  nChanged 74
		SP:Iteration 35Q (107330.380000 sec): 3 clusters
  Score: Raw -1820073.741721 + Penalty 3160.281195 = -1816913.460526
  nChanged 60
		SP:Iteration 36Q (107330.710000 sec): 3 clusters
  Score: Raw -1820094.222226 + Penalty 3160.281195 = -1816933.941031
  nChanged 63
		SP:Iteration 37Q (107331.010000 sec): 3 clusters
  Score: Raw -1820117.075110 + Penalty 3160.281195 = -1816956.793915
  nChanged 56
		SP:Iteration 38Q (107331.330000 sec): 3 clusters
  Score: Raw -1820134.817009 + Penalty 3160.281195 = -1816974.535814
  nChanged 48
		SP:Iteration 39Q (107331.590000 sec): 3 clusters
  Score: Raw -1820150.915550 + Penalty 3160.281195 = -1816990.634355
  nChanged 52
		SP:Iteration 40F (107331.930000 sec): 3 clusters
  Score: Raw -1820166.992794 + Penalty 3160.281195 = -1817006.711599
  nChanged 35
		SP:Iteration 41Q (107332.150000 sec): 3 clusters
  Score: Raw -1820178.771106 + Penalty 3160.281195 = -1817018.489911
  nChanged 29
		SP:Iteration 42Q (107332.480000 sec): 3 clusters
  Score: Raw -1820188.525460 + Penalty 3160.281195 = -1817028.244265
  nChanged 28
		SP:Iteration 43Q (107332.790000 sec): 3 clusters
  Score: Raw -1820198.640149 + Penalty 3160.281195 = -1817038.358953
  nChanged 27
		SP:Iteration 44Q (107333.050000 sec): 3 clusters
  Score: Raw -1820206.890225 + Penalty 3160.281195 = -1817046.609030
  nChanged 20
		SP:Iteration 45Q (107333.330000 sec): 3 clusters
  Score: Raw -1820216.094479 + Penalty 3160.281195 = -1817055.813284
  nChanged 31
		SP:Iteration 46Q (107333.650000 sec): 3 clusters
  Score: Raw -1820228.677060 + Penalty 3160.281195 = -1817068.395865
  nChanged 27
		SP:Iteration 47Q (107333.930000 sec): 3 clusters
  Score: Raw -1820240.817442 + Penalty 3160.281195 = -1817080.536247
  nChanged 26
		SP:Iteration 48Q (107334.250000 sec): 3 clusters
  Score: Raw -1820250.417974 + Penalty 3160.281195 = -1817090.136779
  nChanged 21
		SP:Iteration 49Q (107334.570000 sec): 3 clusters
  Score: Raw -1820260.914537 + Penalty 3160.281195 = -1817100.633342
  nChanged 19
		SP:Iteration 50Q (107334.870000 sec): 3 clusters
  Score: Raw -1820268.913507 + Penalty 3160.281195 = -1817108.632311
  nChanged 24
		SP:Iteration 51Q (107335.180000 sec): 3 clusters
  Score: Raw -1820276.904341 + Penalty 3160.281195 = -1817116.623146
  nChanged 17
		SP:Iteration 52Q (107335.450000 sec): 3 clusters
  Score: Raw -1820282.793306 + Penalty 3160.281195 = -1817122.512111
  nChanged 18
		SP:Iteration 53Q (107335.760000 sec): 3 clusters
  Score: Raw -1820291.111548 + Penalty 3160.281195 = -1817130.830353
  nChanged 17
		SP:Iteration 54Q (107336.010000 sec): 3 clusters
  Score: Raw -1820297.157601 + Penalty 3160.281195 = -1817136.876406
  nChanged 9
		SP:Iteration 55Q (107336.310000 sec): 3 clusters
  Score: Raw -1820299.673948 + Penalty 3160.281195 = -1817139.392753
  nChanged 4
		SP:Iteration 56Q (107336.600000 sec): 3 clusters
  Score: Raw -1820301.323711 + Penalty 3160.281195 = -1817141.042516
  nChanged 6
		SP:Iteration 57Q (107336.890000 sec): 3 clusters
  Score: Raw -1820304.121126 + Penalty 3160.281195 = -1817143.839931
  nChanged 7
		SP:Iteration 58Q (107337.160000 sec): 3 clusters
  Score: Raw -1820306.320188 + Penalty 3160.281195 = -1817146.038993
  nChanged 6
		SP:Iteration 59Q (107337.490000 sec): 3 clusters
  Score: Raw -1820308.056093 + Penalty 3160.281195 = -1817147.774898
  nChanged 4
		SP:Iteration 60F (107337.850000 sec): 3 clusters
  Score: Raw -1820309.046307 + Penalty 3160.281195 = -1817148.765112
  nChanged 3
		SP:Iteration 61Q (107338.150000 sec): 3 clusters
  Score: Raw -1820309.529304 + Penalty 3160.281195 = -1817149.248109
  nChanged 3
		SP:Iteration 62Q (107338.420000 sec): 3 clusters
  Score: Raw -1820310.539443 + Penalty 3160.281195 = -1817150.258248
  nChanged 4
		SP:Iteration 63Q (107338.670000 sec): 3 clusters
  Score: Raw -1820311.914482 + Penalty 3160.281195 = -1817151.633287
  nChanged 6
		SP:Iteration 64Q (107338.920000 sec): 3 clusters
  Score: Raw -1820314.561646 + Penalty 3160.281195 = -1817154.280451
  nChanged 4
		SP:Iteration 65Q (107339.220000 sec): 3 clusters
  Score: Raw -1820315.311332 + Penalty 3160.281195 = -1817155.030137
  nChanged 2
		SP:Iteration 66Q (107339.520000 sec): 3 clusters
  Score: Raw -1820315.582331 + Penalty 3160.281195 = -1817155.301136
  nChanged 0
		SP:Iteration 67F (107339.840000 sec): 3 clusters
  Score: Raw -1820315.582331 + Penalty 3160.281195 = -1817155.301136
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107340.000000 sec): 2 clusters
  Score: Raw -501090.444065 + Penalty 1348.916604 = -499741.527461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107340.210000 sec): 3 clusters
  Score: Raw -499096.436969 + Penalty 2697.833207 = -496398.603762
  nChanged 1585
		SP:Iteration 1F (107340.340000 sec): 3 clusters
  Score: Raw -499971.131480 + Penalty 2697.833207 = -497273.298272
  nChanged 256
		SP:Iteration 2F (107340.530000 sec): 3 clusters
  Score: Raw -500096.255773 + Penalty 2697.833207 = -497398.422566
  nChanged 168
		SP:Iteration 3Q (107340.710000 sec): 3 clusters
  Score: Raw -500166.811228 + Penalty 2697.833207 = -497468.978021
  nChanged 135
		SP:Iteration 4Q (107340.850000 sec): 3 clusters
  Score: Raw -500221.109279 + Penalty 2697.833207 = -497523.276071
  nChanged 89
		SP:Iteration 5Q (107340.990000 sec): 3 clusters
  Score: Raw -500254.752148 + Penalty 2697.833207 = -497556.918940
  nChanged 86
		SP:Iteration 6Q (107341.180000 sec): 3 clusters
  Score: Raw -500288.021759 + Penalty 2697.833207 = -497590.188552
  nChanged 83
		SP:Iteration 7Q (107341.370000 sec): 3 clusters
  Score: Raw -500321.292531 + Penalty 2697.833207 = -497623.459324
  nChanged 77
		SP:Iteration 8Q (107341.540000 sec): 3 clusters
  Score: Raw -500351.077804 + Penalty 2697.833207 = -497653.244596
  nChanged 70
		SP:Iteration 9Q (107341.750000 sec): 3 clusters
  Score: Raw -500376.987862 + Penalty 2697.833207 = -497679.154655
  nChanged 55
		SP:Iteration 10Q (107341.920000 sec): 3 clusters
  Score: Raw -500394.264017 + Penalty 2697.833207 = -497696.430810
  nChanged 51
		SP:Iteration 11Q (107342.070000 sec): 3 clusters
  Score: Raw -500410.525973 + Penalty 2697.833207 = -497712.692766
  nChanged 44
		SP:Iteration 12Q (107342.270000 sec): 3 clusters
  Score: Raw -500423.895964 + Penalty 2697.833207 = -497726.062757
  nChanged 45
		SP:Iteration 13Q (107342.440000 sec): 3 clusters
  Score: Raw -500438.894814 + Penalty 2697.833207 = -497741.061607
  nChanged 51
		SP:Iteration 14Q (107342.590000 sec): 3 clusters
  Score: Raw -500458.965795 + Penalty 2697.833207 = -497761.132588
  nChanged 56
		SP:Iteration 15Q (107342.780000 sec): 3 clusters
  Score: Raw -500477.390392 + Penalty 2697.833207 = -497779.557184
  nChanged 52
		SP:Iteration 16Q (107342.950000 sec): 3 clusters
  Score: Raw -500493.951181 + Penalty 2697.833207 = -497796.117973
  nChanged 60
		SP:Iteration 17Q (107343.170000 sec): 3 clusters
  Score: Raw -500514.494705 + Penalty 2697.833207 = -497816.661497
  nChanged 63
		SP:Iteration 18Q (107343.480000 sec): 3 clusters
  Score: Raw -500538.411570 + Penalty 2697.833207 = -497840.578363
  nChanged 74
		SP:Iteration 19Q (107343.680000 sec): 3 clusters
  Score: Raw -500567.018244 + Penalty 2697.833207 = -497869.185037
  nChanged 71
		SP:Iteration 20F (107343.890000 sec): 3 clusters
  Score: Raw -500596.670679 + Penalty 2697.833207 = -497898.837471
  nChanged 82
		SP:Iteration 21Q (107344.030000 sec): 3 clusters
  Score: Raw -500631.361582 + Penalty 2697.833207 = -497933.528374
  nChanged 67
		SP:Iteration 22Q (107344.240000 sec): 3 clusters
  Score: Raw -500663.547820 + Penalty 2697.833207 = -497965.714612
  nChanged 77
		SP:Iteration 23Q (107344.410000 sec): 3 clusters
  Score: Raw -500703.086489 + Penalty 2697.833207 = -498005.253281
  nChanged 74
		SP:Iteration 24Q (107344.560000 sec): 3 clusters
  Score: Raw -500745.697098 + Penalty 2697.833207 = -498047.863891
  nChanged 86
		SP:Iteration 25Q (107344.750000 sec): 3 clusters
  Score: Raw -500798.593150 + Penalty 2697.833207 = -498100.759943
  nChanged 82
		SP:Iteration 26Q (107344.920000 sec): 3 clusters
  Score: Raw -500848.017226 + Penalty 2697.833207 = -498150.184019
  nChanged 68
		SP:Iteration 27Q (107345.150000 sec): 3 clusters
  Score: Raw -500891.471867 + Penalty 2697.833207 = -498193.638659
  nChanged 56
		SP:Iteration 28Q (107345.330000 sec): 3 clusters
  Score: Raw -500929.052980 + Penalty 2697.833207 = -498231.219773
  nChanged 51
		SP:Iteration 29Q (107345.550000 sec): 3 clusters
  Score: Raw -500961.916690 + Penalty 2697.833207 = -498264.083482
  nChanged 45
		SP:Iteration 30Q (107345.830000 sec): 3 clusters
  Score: Raw -500987.074597 + Penalty 2697.833207 = -498289.241390
  nChanged 34
		SP:Iteration 31Q (107346.070000 sec): 3 clusters
  Score: Raw -501005.817886 + Penalty 2697.833207 = -498307.984678
  nChanged 32
		SP:Iteration 32Q (107346.290000 sec): 3 clusters
  Score: Raw -501022.950320 + Penalty 2697.833207 = -498325.117112
  nChanged 29
		SP:Iteration 33Q (107346.520000 sec): 3 clusters
  Score: Raw -501044.059183 + Penalty 2697.833207 = -498346.225975
  nChanged 31
		SP:Iteration 34Q (107346.730000 sec): 3 clusters
  Score: Raw -501070.252301 + Penalty 2697.833207 = -498372.419094
  nChanged 32
		SP:Iteration 35Q (107346.890000 sec): 3 clusters
  Score: Raw -501097.912215 + Penalty 2697.833207 = -498400.079007
  nChanged 28
		SP:Iteration 36Q (107347.100000 sec): 3 clusters
  Score: Raw -501124.835492 + Penalty 2697.833207 = -498427.002285
  nChanged 29
		SP:Iteration 37Q (107347.330000 sec): 3 clusters
  Score: Raw -501155.652803 + Penalty 2697.833207 = -498457.819595
  nChanged 27
		SP:Iteration 38Q (107347.560000 sec): 3 clusters
  Score: Raw -501177.600594 + Penalty 2697.833207 = -498479.767386
  nChanged 26
		SP:Iteration 39Q (107347.770000 sec): 3 clusters
  Score: Raw -501196.435462 + Penalty 2697.833207 = -498498.602254
  nChanged 23
		SP:Iteration 40F (107347.960000 sec): 3 clusters
  Score: Raw -501218.624410 + Penalty 2697.833207 = -498520.791203
  nChanged 17
		SP:Iteration 41Q (107348.130000 sec): 3 clusters
  Score: Raw -501233.538254 + Penalty 2697.833207 = -498535.705046
  nChanged 17
		SP:Iteration 42Q (107348.360000 sec): 3 clusters
  Score: Raw -501245.912435 + Penalty 2697.833207 = -498548.079228
  nChanged 7
		SP:Iteration 43Q (107348.560000 sec): 3 clusters
  Score: Raw -501251.197668 + Penalty 2697.833207 = -498553.364461
  nChanged 5
		SP:Iteration 44Q (107348.770000 sec): 3 clusters
  Score: Raw -501256.310894 + Penalty 2697.833207 = -498558.477687
  nChanged 2
		SP:Iteration 45Q (107348.990000 sec): 3 clusters
  Score: Raw -501257.420708 + Penalty 2697.833207 = -498559.587501
  nChanged 1
		SP:Iteration 46Q (107349.190000 sec): 3 clusters
  Score: Raw -501258.071919 + Penalty 2697.833207 = -498560.238712
  nChanged 0
		SP:Iteration 47F (107349.370000 sec): 3 clusters
  Score: Raw -501258.071919 + Penalty 2697.833207 = -498560.238712
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (14327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107349.610000 sec): 2 clusters
  Score: Raw -1575757.265028 + Penalty 1555.108937 = -1574202.156091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107349.880000 sec): 3 clusters
  Score: Raw -1567488.306529 + Penalty 3110.217873 = -1564378.088656
  nChanged 6341
		SP:Iteration 1F (107350.140000 sec): 3 clusters
  Score: Raw -1570950.732653 + Penalty 3110.217873 = -1567840.514780
  nChanged 883
		SP:Iteration 2F (107350.390000 sec): 3 clusters
  Score: Raw -1571334.139640 + Penalty 3110.217873 = -1568223.921767
  nChanged 811
		SP:Iteration 3F (107350.670000 sec): 3 clusters
  Score: Raw -1571707.995534 + Penalty 3110.217873 = -1568597.777661
  nChanged 782
		SP:Iteration 4F (107350.950000 sec): 3 clusters
  Score: Raw -1572095.293526 + Penalty 3110.217873 = -1568985.075652
  nChanged 774
		SP:Iteration 5F (107351.240000 sec): 3 clusters
  Score: Raw -1572489.986866 + Penalty 3110.217873 = -1569379.768993
  nChanged 742
		SP:Iteration 6F (107351.510000 sec): 3 clusters
  Score: Raw -1572859.163870 + Penalty 3110.217873 = -1569748.945997
  nChanged 693
		SP:Iteration 7Q (107351.850000 sec): 3 clusters
  Score: Raw -1573233.436197 + Penalty 3110.217873 = -1570123.218324
  nChanged 629
		SP:Iteration 8Q (107352.170000 sec): 3 clusters
  Score: Raw -1573614.818685 + Penalty 3110.217873 = -1570504.600812
  nChanged 579
		SP:Iteration 9Q (107352.470000 sec): 3 clusters
  Score: Raw -1574009.804604 + Penalty 3110.217873 = -1570899.586731
  nChanged 533
		SP:Iteration 10Q (107352.840000 sec): 3 clusters
  Score: Raw -1574384.224552 + Penalty 3110.217873 = -1571274.006679
  nChanged 452
		SP:Iteration 11Q (107353.120000 sec): 3 clusters
  Score: Raw -1574713.691478 + Penalty 3110.217873 = -1571603.473605
  nChanged 380
		SP:Iteration 12Q (107353.380000 sec): 3 clusters
  Score: Raw -1574976.190547 + Penalty 3110.217873 = -1571865.972674
  nChanged 325
		SP:Iteration 13Q (107353.680000 sec): 3 clusters
  Score: Raw -1575152.922201 + Penalty 3110.217873 = -1572042.704328
  nChanged 257
		SP:Iteration 14Q (107353.950000 sec): 3 clusters
  Score: Raw -1575292.051093 + Penalty 3110.217873 = -1572181.833220
  nChanged 203
		SP:Iteration 15Q (107354.220000 sec): 3 clusters
  Score: Raw -1575394.326587 + Penalty 3110.217873 = -1572284.108714
  nChanged 178
		SP:Iteration 16Q (107354.520000 sec): 3 clusters
  Score: Raw -1575472.675447 + Penalty 3110.217873 = -1572362.457574
  nChanged 156
		SP:Iteration 17Q (107354.790000 sec): 3 clusters
  Score: Raw -1575539.168621 + Penalty 3110.217873 = -1572428.950748
  nChanged 140
		SP:Iteration 18Q (107355.060000 sec): 3 clusters
  Score: Raw -1575604.212858 + Penalty 3110.217873 = -1572493.994985
  nChanged 132
		SP:Iteration 19Q (107355.340000 sec): 3 clusters
  Score: Raw -1575662.780542 + Penalty 3110.217873 = -1572552.562668
  nChanged 116
		SP:Iteration 20F (107355.610000 sec): 3 clusters
  Score: Raw -1575715.448150 + Penalty 3110.217873 = -1572605.230276
  nChanged 111
		SP:Iteration 21Q (107355.930000 sec): 3 clusters
  Score: Raw -1575761.362419 + Penalty 3110.217873 = -1572651.144546
  nChanged 90
		SP:Iteration 22Q (107356.180000 sec): 3 clusters
  Score: Raw -1575793.188363 + Penalty 3110.217873 = -1572682.970490
  nChanged 74
		SP:Iteration 23Q (107356.470000 sec): 3 clusters
  Score: Raw -1575819.529185 + Penalty 3110.217873 = -1572709.311312
  nChanged 60
		SP:Iteration 24Q (107356.730000 sec): 3 clusters
  Score: Raw -1575846.899063 + Penalty 3110.217873 = -1572736.681190
  nChanged 65
		SP:Iteration 25Q (107357.000000 sec): 3 clusters
  Score: Raw -1575874.140042 + Penalty 3110.217873 = -1572763.922169
  nChanged 64
		SP:Iteration 26Q (107357.220000 sec): 3 clusters
  Score: Raw -1575905.793823 + Penalty 3110.217873 = -1572795.575950
  nChanged 53
		SP:Iteration 27Q (107357.470000 sec): 3 clusters
  Score: Raw -1575929.726791 + Penalty 3110.217873 = -1572819.508918
  nChanged 46
		SP:Iteration 28Q (107357.780000 sec): 3 clusters
  Score: Raw -1575950.334431 + Penalty 3110.217873 = -1572840.116558
  nChanged 37
		SP:Iteration 29Q (107358.020000 sec): 3 clusters
  Score: Raw -1575969.060803 + Penalty 3110.217873 = -1572858.842930
  nChanged 46
		SP:Iteration 30Q (107358.310000 sec): 3 clusters
  Score: Raw -1575993.490266 + Penalty 3110.217873 = -1572883.272392
  nChanged 39
		SP:Iteration 31Q (107358.590000 sec): 3 clusters
  Score: Raw -1576010.379419 + Penalty 3110.217873 = -1572900.161546
  nChanged 36
		SP:Iteration 32Q (107358.860000 sec): 3 clusters
  Score: Raw -1576029.119811 + Penalty 3110.217873 = -1572918.901938
  nChanged 55
		SP:Iteration 33Q (107359.180000 sec): 3 clusters
  Score: Raw -1576062.535612 + Penalty 3110.217873 = -1572952.317739
  nChanged 39
		SP:Iteration 34Q (107359.440000 sec): 3 clusters
  Score: Raw -1576080.839981 + Penalty 3110.217873 = -1572970.622108
  nChanged 31
		SP:Iteration 35Q (107359.760000 sec): 3 clusters
  Score: Raw -1576096.014716 + Penalty 3110.217873 = -1572985.796843
  nChanged 27
		SP:Iteration 36Q (107360.050000 sec): 3 clusters
  Score: Raw -1576109.550218 + Penalty 3110.217873 = -1572999.332345
  nChanged 26
		SP:Iteration 37Q (107360.330000 sec): 3 clusters
  Score: Raw -1576121.364792 + Penalty 3110.217873 = -1573011.146919
  nChanged 23
		SP:Iteration 38Q (107360.640000 sec): 3 clusters
  Score: Raw -1576133.734398 + Penalty 3110.217873 = -1573023.516525
  nChanged 27
		SP:Iteration 39Q (107360.880000 sec): 3 clusters
  Score: Raw -1576143.942187 + Penalty 3110.217873 = -1573033.724314
  nChanged 17
		SP:Iteration 40F (107361.130000 sec): 3 clusters
  Score: Raw -1576150.196227 + Penalty 3110.217873 = -1573039.978354
  nChanged 16
		SP:Iteration 41Q (107361.350000 sec): 3 clusters
  Score: Raw -1576157.403909 + Penalty 3110.217873 = -1573047.186036
  nChanged 17
		SP:Iteration 42Q (107361.650000 sec): 3 clusters
  Score: Raw -1576164.665920 + Penalty 3110.217873 = -1573054.448047
  nChanged 10
		SP:Iteration 43Q (107361.960000 sec): 3 clusters
  Score: Raw -1576168.968374 + Penalty 3110.217873 = -1573058.750500
  nChanged 10
		SP:Iteration 44Q (107362.210000 sec): 3 clusters
  Score: Raw -1576171.850860 + Penalty 3110.217873 = -1573061.632987
  nChanged 5
		SP:Iteration 45Q (107362.470000 sec): 3 clusters
  Score: Raw -1576173.250205 + Penalty 3110.217873 = -1573063.032332
  nChanged 4
		SP:Iteration 46Q (107362.740000 sec): 3 clusters
  Score: Raw -1576174.780038 + Penalty 3110.217873 = -1573064.562165
  nChanged 3
		SP:Iteration 47Q (107363.060000 sec): 3 clusters
  Score: Raw -1576175.818543 + Penalty 3110.217873 = -1573065.600670
  nChanged 5
		SP:Iteration 48Q (107363.250000 sec): 3 clusters
  Score: Raw -1576176.738858 + Penalty 3110.217873 = -1573066.520985
  nChanged 2
		SP:Iteration 49Q (107363.550000 sec): 3 clusters
  Score: Raw -1576176.995551 + Penalty 3110.217873 = -1573066.777678
  nChanged 2
		SP:Iteration 50Q (107363.790000 sec): 3 clusters
  Score: Raw -1576177.632906 + Penalty 3110.217873 = -1573067.415033
  nChanged 3
		SP:Iteration 51Q (107364.110000 sec): 3 clusters
  Score: Raw -1576178.062248 + Penalty 3110.217873 = -1573067.844375
  nChanged 1
		SP:Iteration 52Q (107364.380000 sec): 3 clusters
  Score: Raw -1576178.266912 + Penalty 3110.217873 = -1573068.049039
  nChanged 0
		SP:Iteration 53F (107364.710000 sec): 3 clusters
  Score: Raw -1576178.266912 + Penalty 3110.217873 = -1573068.049039
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107364.810000 sec): 2 clusters
  Score: Raw -100056.556773 + Penalty 1128.727274 = -98927.829499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107365.030000 sec): 3 clusters
  Score: Raw -99765.912792 + Penalty 2257.454547 = -97508.458245
  nChanged 323
		SP:Iteration 1F (107365.240000 sec): 3 clusters
  Score: Raw -100147.786892 + Penalty 2257.454547 = -97890.332345
  nChanged 121
		SP:Iteration 2F (107365.390000 sec): 3 clusters
  Score: Raw -100382.581304 + Penalty 2257.454547 = -98125.126757
  nChanged 82
		SP:Iteration 3F (107365.590000 sec): 3 clusters
  Score: Raw -100580.785457 + Penalty 2257.454547 = -98323.330910
  nChanged 75
		SP:Iteration 4F (107365.760000 sec): 3 clusters
  Score: Raw -100773.527991 + Penalty 2257.454547 = -98516.073444
  nChanged 44
		SP:Iteration 5Q (107365.990000 sec): 3 clusters
  Score: Raw -100887.072664 + Penalty 2257.454547 = -98629.618117
  nChanged 35
		SP:Iteration 6Q (107366.190000 sec): 3 clusters
  Score: Raw -100961.004374 + Penalty 2257.454547 = -98703.549827
  nChanged 23
		SP:Iteration 7Q (107366.360000 sec): 3 clusters
  Score: Raw -100990.505838 + Penalty 2257.454547 = -98733.051291
  nChanged 14
		SP:Iteration 8Q (107366.530000 sec): 3 clusters
  Score: Raw -101002.614224 + Penalty 2257.454547 = -98745.159677
  nChanged 4
		SP:Iteration 9Q (107366.670000 sec): 3 clusters
  Score: Raw -101004.161986 + Penalty 2257.454547 = -98746.707438
  nChanged 1
		SP:Iteration 10Q (107366.770000 sec): 3 clusters
  Score: Raw -101005.205168 + Penalty 2257.454547 = -98747.750621
  nChanged 0
		SP:Iteration 11F (107366.900000 sec): 3 clusters
  Score: Raw -101005.205168 + Penalty 2257.454547 = -98747.750621
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107367.270000 sec): 2 clusters
  Score: Raw -3169008.142617 + Penalty 1677.453345 = -3167330.689272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107367.650000 sec): 3 clusters
  Score: Raw -3150214.943926 + Penalty 3354.906691 = -3146860.037235
  nChanged 13963
		SP:Iteration 1F (107368.020000 sec): 3 clusters
  Score: Raw -3158028.268678 + Penalty 3354.906691 = -3154673.361987
  nChanged 1365
		SP:Iteration 2Q (107368.380000 sec): 3 clusters
  Score: Raw -3158500.701285 + Penalty 3354.906691 = -3155145.794595
  nChanged 1372
		SP:Iteration 3Q (107368.780000 sec): 3 clusters
  Score: Raw -3159057.266866 + Penalty 3354.906691 = -3155702.360175
  nChanged 1501
		SP:Iteration 4Q (107369.160000 sec): 3 clusters
  Score: Raw -3159796.923511 + Penalty 3354.906691 = -3156442.016820
  nChanged 1692
		SP:Iteration 5F (107369.510000 sec): 3 clusters
  Score: Raw -3160814.286792 + Penalty 3354.906691 = -3157459.380101
  nChanged 1951
		SP:Iteration 6F (107369.910000 sec): 3 clusters
  Score: Raw -3162266.157870 + Penalty 3354.906691 = -3158911.251179
  nChanged 2108
		SP:Iteration 7F (107370.290000 sec): 3 clusters
  Score: Raw -3163981.596743 + Penalty 3354.906691 = -3160626.690052
  nChanged 1925
		SP:Iteration 8F (107370.650000 sec): 3 clusters
  Score: Raw -3165574.548565 + Penalty 3354.906691 = -3162219.641875
  nChanged 1547
		SP:Iteration 9F (107371.070000 sec): 3 clusters
  Score: Raw -3166863.028267 + Penalty 3354.906691 = -3163508.121577
  nChanged 1133
		SP:Iteration 10Q (107371.430000 sec): 3 clusters
  Score: Raw -3167756.753227 + Penalty 3354.906691 = -3164401.846537
  nChanged 798
		SP:Iteration 11Q (107371.880000 sec): 3 clusters
  Score: Raw -3168342.270148 + Penalty 3354.906691 = -3164987.363457
  nChanged 508
		SP:Iteration 12Q (107372.210000 sec): 3 clusters
  Score: Raw -3168682.220604 + Penalty 3354.906691 = -3165327.313913
  nChanged 347
		SP:Iteration 13Q (107372.590000 sec): 3 clusters
  Score: Raw -3168912.680147 + Penalty 3354.906691 = -3165557.773456
  nChanged 233
		SP:Iteration 14Q (107372.970000 sec): 3 clusters
  Score: Raw -3169064.705436 + Penalty 3354.906691 = -3165709.798745
  nChanged 163
		SP:Iteration 15Q (107373.340000 sec): 3 clusters
  Score: Raw -3169161.439175 + Penalty 3354.906691 = -3165806.532484
  nChanged 111
		SP:Iteration 16Q (107373.640000 sec): 3 clusters
  Score: Raw -3169226.527259 + Penalty 3354.906691 = -3165871.620568
  nChanged 77
		SP:Iteration 17Q (107373.950000 sec): 3 clusters
  Score: Raw -3169268.244248 + Penalty 3354.906691 = -3165913.337557
  nChanged 51
		SP:Iteration 18Q (107374.260000 sec): 3 clusters
  Score: Raw -3169295.663871 + Penalty 3354.906691 = -3165940.757180
  nChanged 48
		SP:Iteration 19Q (107374.570000 sec): 3 clusters
  Score: Raw -3169327.371172 + Penalty 3354.906691 = -3165972.464482
  nChanged 37
		SP:Iteration 20F (107374.920000 sec): 3 clusters
  Score: Raw -3169346.467630 + Penalty 3354.906691 = -3165991.560940
  nChanged 24
		SP:Iteration 21Q (107375.190000 sec): 3 clusters
  Score: Raw -3169358.906943 + Penalty 3354.906691 = -3166004.000253
  nChanged 17
		SP:Iteration 22Q (107375.480000 sec): 3 clusters
  Score: Raw -3169365.225802 + Penalty 3354.906691 = -3166010.319111
  nChanged 10
		SP:Iteration 23Q (107375.740000 sec): 3 clusters
  Score: Raw -3169368.988335 + Penalty 3354.906691 = -3166014.081644
  nChanged 9
		SP:Iteration 24Q (107376.060000 sec): 3 clusters
  Score: Raw -3169374.939622 + Penalty 3354.906691 = -3166020.032931
  nChanged 5
		SP:Iteration 25Q (107376.370000 sec): 3 clusters
  Score: Raw -3169379.089097 + Penalty 3354.906691 = -3166024.182407
  nChanged 8
		SP:Iteration 26Q (107376.680000 sec): 3 clusters
  Score: Raw -3169384.232245 + Penalty 3354.906691 = -3166029.325555
  nChanged 11
		SP:Iteration 27Q (107377.030000 sec): 3 clusters
  Score: Raw -3169388.913690 + Penalty 3354.906691 = -3166034.006999
  nChanged 7
		SP:Iteration 28Q (107377.340000 sec): 3 clusters
  Score: Raw -3169392.095536 + Penalty 3354.906691 = -3166037.188845
  nChanged 6
		SP:Iteration 29Q (107377.650000 sec): 3 clusters
  Score: Raw -3169396.212622 + Penalty 3354.906691 = -3166041.305931
  nChanged 6
		SP:Iteration 30Q (107378.000000 sec): 3 clusters
  Score: Raw -3169400.045985 + Penalty 3354.906691 = -3166045.139294
  nChanged 4
		SP:Iteration 31Q (107378.300000 sec): 3 clusters
  Score: Raw -3169402.033503 + Penalty 3354.906691 = -3166047.126812
  nChanged 1
		SP:Iteration 32Q (107378.610000 sec): 3 clusters
  Score: Raw -3169402.664056 + Penalty 3354.906691 = -3166047.757365
  nChanged 1
		SP:Iteration 33Q (107378.920000 sec): 3 clusters
  Score: Raw -3169402.835265 + Penalty 3354.906691 = -3166047.928575
  nChanged 1
		SP:Iteration 34Q (107379.230000 sec): 3 clusters
  Score: Raw -3169403.757000 + Penalty 3354.906691 = -3166048.850310
  nChanged 0
		SP:Iteration 35F (107379.570000 sec): 3 clusters
  Score: Raw -3169403.757000 + Penalty 3354.906691 = -3166048.850310
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107379.640000 sec): 2 clusters
  Score: Raw -48029.700844 + Penalty 982.697979 = -47047.002865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107379.790000 sec): 3 clusters
  Score: Raw -47955.833514 + Penalty 1965.395958 = -45990.437556
  nChanged 104
		SP:Iteration 1F (107379.930000 sec): 3 clusters
  Score: Raw -48171.535114 + Penalty 1965.395958 = -46206.139156
  nChanged 27
		SP:Iteration 2F (107380.080000 sec): 3 clusters
  Score: Raw -48257.896679 + Penalty 1965.395958 = -46292.500720
  nChanged 16
		SP:Iteration 3Q (107380.220000 sec): 3 clusters
  Score: Raw -48285.160693 + Penalty 1965.395958 = -46319.764735
  nChanged 11
		SP:Iteration 4Q (107380.360000 sec): 3 clusters
  Score: Raw -48308.833277 + Penalty 1965.395958 = -46343.437319
  nChanged 10
		SP:Iteration 5Q (107380.510000 sec): 3 clusters
  Score: Raw -48328.691382 + Penalty 1965.395958 = -46363.295423
  nChanged 7
		SP:Iteration 6Q (107380.650000 sec): 3 clusters
  Score: Raw -48341.165588 + Penalty 1965.395958 = -46375.769630
  nChanged 7
		SP:Iteration 7Q (107380.900000 sec): 3 clusters
  Score: Raw -48352.075319 + Penalty 1965.395958 = -46386.679361
  nChanged 4
		SP:Iteration 8Q (107381.050000 sec): 3 clusters
  Score: Raw -48359.272843 + Penalty 1965.395958 = -46393.876885
  nChanged 1
		SP:Iteration 9Q (107381.290000 sec): 3 clusters
  Score: Raw -48363.463317 + Penalty 1965.395958 = -46398.067359
  nChanged 4
		SP:Iteration 10Q (107381.470000 sec): 3 clusters
  Score: Raw -48375.898190 + Penalty 1965.395958 = -46410.502232
  nChanged 2
		SP:Iteration 11Q (107381.660000 sec): 3 clusters
  Score: Raw -48383.396091 + Penalty 1965.395958 = -46418.000133
  nChanged 1
		SP:Iteration 12Q (107381.830000 sec): 3 clusters
  Score: Raw -48384.266469 + Penalty 1965.395958 = -46418.870511
  nChanged 0
		SP:Iteration 13F (107381.960000 sec): 3 clusters
  Score: Raw -48384.266469 + Penalty 1965.395958 = -46418.870511
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (47273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107382.330000 sec): 2 clusters
  Score: Raw -5279969.039972 + Penalty 1749.100370 = -5278219.939602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107382.880000 sec): 3 clusters
  Score: Raw -5250077.238502 + Penalty 3498.200741 = -5246579.037761
  nChanged 22137
		SP:Iteration 1F (107383.380000 sec): 3 clusters
  Score: Raw -5263179.414822 + Penalty 3498.200741 = -5259681.214081
  nChanged 2398
		SP:Iteration 2F (107383.890000 sec): 3 clusters
  Score: Raw -5264154.282704 + Penalty 3498.200741 = -5260656.081963
  nChanged 2612
		SP:Iteration 3F (107384.310000 sec): 3 clusters
  Score: Raw -5265469.118789 + Penalty 3498.200741 = -5261970.918048
  nChanged 2982
		SP:Iteration 4F (107384.770000 sec): 3 clusters
  Score: Raw -5267325.701679 + Penalty 3498.200741 = -5263827.500938
  nChanged 3269
		SP:Iteration 5F (107385.260000 sec): 3 clusters
  Score: Raw -5269709.781377 + Penalty 3498.200741 = -5266211.580636
  nChanged 3133
		SP:Iteration 6F (107385.700000 sec): 3 clusters
  Score: Raw -5272212.339106 + Penalty 3498.200741 = -5268714.138365
  nChanged 2646
		SP:Iteration 7F (107386.190000 sec): 3 clusters
  Score: Raw -5274411.550054 + Penalty 3498.200741 = -5270913.349313
  nChanged 2026
		SP:Iteration 8Q (107386.680000 sec): 3 clusters
  Score: Raw -5276022.666711 + Penalty 3498.200741 = -5272524.465971
  nChanged 1438
		SP:Iteration 9Q (107387.090000 sec): 3 clusters
  Score: Raw -5277052.177965 + Penalty 3498.200741 = -5273553.977224
  nChanged 1078
		SP:Iteration 10Q (107387.540000 sec): 3 clusters
  Score: Raw -5277714.341859 + Penalty 3498.200741 = -5274216.141118
  nChanged 824
		SP:Iteration 11Q (107387.950000 sec): 3 clusters
  Score: Raw -5278169.670324 + Penalty 3498.200741 = -5274671.469584
  nChanged 657
		SP:Iteration 12Q (107388.340000 sec): 3 clusters
  Score: Raw -5278514.826075 + Penalty 3498.200741 = -5275016.625334
  nChanged 531
		SP:Iteration 13Q (107388.790000 sec): 3 clusters
  Score: Raw -5278765.811835 + Penalty 3498.200741 = -5275267.611094
  nChanged 482
		SP:Iteration 14Q (107389.220000 sec): 3 clusters
  Score: Raw -5279001.803495 + Penalty 3498.200741 = -5275503.602754
  nChanged 434
		SP:Iteration 15Q (107389.630000 sec): 3 clusters
  Score: Raw -5279211.560314 + Penalty 3498.200741 = -5275713.359573
  nChanged 362
		SP:Iteration 16Q (107389.980000 sec): 3 clusters
  Score: Raw -5279389.119723 + Penalty 3498.200741 = -5275890.918982
  nChanged 320
		SP:Iteration 17Q (107390.340000 sec): 3 clusters
  Score: Raw -5279543.527926 + Penalty 3498.200741 = -5276045.327185
  nChanged 262
		SP:Iteration 18Q (107390.790000 sec): 3 clusters
  Score: Raw -5279673.313218 + Penalty 3498.200741 = -5276175.112477
  nChanged 229
		SP:Iteration 19Q (107391.220000 sec): 3 clusters
  Score: Raw -5279792.182220 + Penalty 3498.200741 = -5276293.981479
  nChanged 184
		SP:Iteration 20F (107391.690000 sec): 3 clusters
  Score: Raw -5279879.951377 + Penalty 3498.200741 = -5276381.750636
  nChanged 156
		SP:Iteration 21Q (107392.170000 sec): 3 clusters
  Score: Raw -5279947.960098 + Penalty 3498.200741 = -5276449.759357
  nChanged 120
		SP:Iteration 22Q (107392.600000 sec): 3 clusters
  Score: Raw -5279998.468913 + Penalty 3498.200741 = -5276500.268172
  nChanged 101
		SP:Iteration 23Q (107393.040000 sec): 3 clusters
  Score: Raw -5280044.431581 + Penalty 3498.200741 = -5276546.230840
  nChanged 79
		SP:Iteration 24Q (107393.480000 sec): 3 clusters
  Score: Raw -5280079.673249 + Penalty 3498.200741 = -5276581.472508
  nChanged 81
		SP:Iteration 25Q (107393.930000 sec): 3 clusters
  Score: Raw -5280117.869719 + Penalty 3498.200741 = -5276619.668978
  nChanged 70
		SP:Iteration 26Q (107394.400000 sec): 3 clusters
  Score: Raw -5280147.147700 + Penalty 3498.200741 = -5276648.946959
  nChanged 53
		SP:Iteration 27Q (107394.850000 sec): 3 clusters
  Score: Raw -5280170.805360 + Penalty 3498.200741 = -5276672.604620
  nChanged 41
		SP:Iteration 28Q (107395.260000 sec): 3 clusters
  Score: Raw -5280190.666080 + Penalty 3498.200741 = -5276692.465339
  nChanged 46
		SP:Iteration 29Q (107395.780000 sec): 3 clusters
  Score: Raw -5280212.995378 + Penalty 3498.200741 = -5276714.794637
  nChanged 41
		SP:Iteration 30Q (107396.220000 sec): 3 clusters
  Score: Raw -5280238.858140 + Penalty 3498.200741 = -5276740.657399
  nChanged 39
		SP:Iteration 31Q (107396.660000 sec): 3 clusters
  Score: Raw -5280265.450581 + Penalty 3498.200741 = -5276767.249840
  nChanged 39
		SP:Iteration 32Q (107397.090000 sec): 3 clusters
  Score: Raw -5280291.633539 + Penalty 3498.200741 = -5276793.432798
  nChanged 26
		SP:Iteration 33Q (107397.520000 sec): 3 clusters
  Score: Raw -5280304.516958 + Penalty 3498.200741 = -5276806.316217
  nChanged 20
		SP:Iteration 34Q (107397.940000 sec): 3 clusters
  Score: Raw -5280313.597600 + Penalty 3498.200741 = -5276815.396859
  nChanged 16
		SP:Iteration 35Q (107398.320000 sec): 3 clusters
  Score: Raw -5280320.542646 + Penalty 3498.200741 = -5276822.341906
  nChanged 15
		SP:Iteration 36Q (107398.740000 sec): 3 clusters
  Score: Raw -5280327.614309 + Penalty 3498.200741 = -5276829.413569
  nChanged 12
		SP:Iteration 37Q (107399.100000 sec): 3 clusters
  Score: Raw -5280333.525806 + Penalty 3498.200741 = -5276835.325065
  nChanged 10
		SP:Iteration 38Q (107399.520000 sec): 3 clusters
  Score: Raw -5280337.266637 + Penalty 3498.200741 = -5276839.065896
  nChanged 5
		SP:Iteration 39Q (107399.900000 sec): 3 clusters
  Score: Raw -5280339.440308 + Penalty 3498.200741 = -5276841.239567
  nChanged 4
		SP:Iteration 40F (107400.260000 sec): 3 clusters
  Score: Raw -5280340.347717 + Penalty 3498.200741 = -5276842.146976
  nChanged 1
		SP:Iteration 41Q (107400.680000 sec): 3 clusters
  Score: Raw -5280340.977474 + Penalty 3498.200741 = -5276842.776733
  nChanged 3
		SP:Iteration 42Q (107401.080000 sec): 3 clusters
  Score: Raw -5280341.808681 + Penalty 3498.200741 = -5276843.607940
  nChanged 2
		SP:Iteration 43Q (107401.490000 sec): 3 clusters
  Score: Raw -5280342.738738 + Penalty 3498.200741 = -5276844.537997
  nChanged 2
		SP:Iteration 44Q (107401.860000 sec): 3 clusters
  Score: Raw -5280343.754207 + Penalty 3498.200741 = -5276845.553466
  nChanged 1
		SP:Iteration 45Q (107402.240000 sec): 3 clusters
  Score: Raw -5280344.117677 + Penalty 3498.200741 = -5276845.916936
  nChanged 0
		SP:Iteration 46F (107402.670000 sec): 3 clusters
  Score: Raw -5280344.117677 + Penalty 3498.200741 = -5276845.916936
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107403.320000 sec): 2 clusters
  Score: Raw -10792167.985181 + Penalty 1856.569751 = -10790311.415431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107404.020000 sec): 3 clusters
  Score: Raw -10732851.253414 + Penalty 3713.139501 = -10729138.113913
  nChanged 43608
		SP:Iteration 1F (107404.680000 sec): 3 clusters
  Score: Raw -10759793.524932 + Penalty 3713.139501 = -10756080.385431
  nChanged 5708
		SP:Iteration 2F (107405.340000 sec): 3 clusters
  Score: Raw -10762844.716576 + Penalty 3713.139501 = -10759131.577075
  nChanged 6817
		SP:Iteration 3F (107406.020000 sec): 3 clusters
  Score: Raw -10767424.523566 + Penalty 3713.139501 = -10763711.384065
  nChanged 7608
		SP:Iteration 4F (107406.700000 sec): 3 clusters
  Score: Raw -10773470.806955 + Penalty 3713.139501 = -10769757.667454
  nChanged 7219
		SP:Iteration 5F (107407.410000 sec): 3 clusters
  Score: Raw -10779957.193249 + Penalty 3713.139501 = -10776244.053748
  nChanged 6024
		SP:Iteration 6F (107408.140000 sec): 3 clusters
  Score: Raw -10785975.911266 + Penalty 3713.139501 = -10782262.771764
  nChanged 3818
		SP:Iteration 7Q (107408.780000 sec): 3 clusters
  Score: Raw -10789899.325537 + Penalty 3713.139501 = -10786186.186036
  nChanged 1675
		SP:Iteration 8Q (107409.460000 sec): 3 clusters
  Score: Raw -10791544.136589 + Penalty 3713.139501 = -10787830.997088
  nChanged 512
		SP:Iteration 9Q (107410.100000 sec): 3 clusters
  Score: Raw -10792052.171504 + Penalty 3713.139501 = -10788339.032003
  nChanged 134
		SP:Iteration 10Q (107410.690000 sec): 3 clusters
  Score: Raw -10792217.377302 + Penalty 3713.139501 = -10788504.237801
  nChanged 44
		SP:Iteration 11Q (107411.240000 sec): 3 clusters
  Score: Raw -10792286.527805 + Penalty 3713.139501 = -10788573.388304
  nChanged 26
		SP:Iteration 12Q (107411.860000 sec): 3 clusters
  Score: Raw -10792326.420864 + Penalty 3713.139501 = -10788613.281362
  nChanged 10
		SP:Iteration 13Q (107412.420000 sec): 3 clusters
  Score: Raw -10792347.153575 + Penalty 3713.139501 = -10788634.014074
  nChanged 10
		SP:Iteration 14Q (107413.010000 sec): 3 clusters
  Score: Raw -10792364.478733 + Penalty 3713.139501 = -10788651.339232
  nChanged 10
		SP:Iteration 15Q (107413.650000 sec): 3 clusters
  Score: Raw -10792379.918149 + Penalty 3713.139501 = -10788666.778648
  nChanged 9
		SP:Iteration 16Q (107414.280000 sec): 3 clusters
  Score: Raw -10792392.124456 + Penalty 3713.139501 = -10788678.984954
  nChanged 1
		SP:Iteration 17Q (107414.830000 sec): 3 clusters
  Score: Raw -10792392.979042 + Penalty 3713.139501 = -10788679.839541
  nChanged 1
		SP:Iteration 18Q (107415.370000 sec): 3 clusters
  Score: Raw -10792394.761387 + Penalty 3713.139501 = -10788681.621886
  nChanged 1
		SP:Iteration 19Q (107415.980000 sec): 3 clusters
  Score: Raw -10792395.765687 + Penalty 3713.139501 = -10788682.626186
  nChanged 0
		SP:Iteration 20F (107416.610000 sec): 3 clusters
  Score: Raw -10792395.765687 + Penalty 3713.139501 = -10788682.626186
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107416.800000 sec): 2 clusters
  Score: Raw -116933.878165 + Penalty 1168.851811 = -115765.026354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107417.020000 sec): 3 clusters
  Score: Raw -116450.846943 + Penalty 2337.703622 = -114113.143321
  nChanged 442
		SP:Iteration 1F (107417.140000 sec): 3 clusters
  Score: Raw -116856.404434 + Penalty 2337.703622 = -114518.700812
  nChanged 115
		SP:Iteration 2F (107417.310000 sec): 3 clusters
  Score: Raw -116980.416172 + Penalty 2337.703622 = -114642.712550
  nChanged 65
		SP:Iteration 3Q (107417.470000 sec): 3 clusters
  Score: Raw -117062.294198 + Penalty 2337.703622 = -114724.590576
  nChanged 60
		SP:Iteration 4Q (107417.640000 sec): 3 clusters
  Score: Raw -117138.387907 + Penalty 2337.703622 = -114800.684285
  nChanged 48
		SP:Iteration 5Q (107417.810000 sec): 3 clusters
  Score: Raw -117211.916327 + Penalty 2337.703622 = -114874.212706
  nChanged 41
		SP:Iteration 6Q (107417.950000 sec): 3 clusters
  Score: Raw -117272.145151 + Penalty 2337.703622 = -114934.441529
  nChanged 49
		SP:Iteration 7Q (107418.100000 sec): 3 clusters
  Score: Raw -117336.808153 + Penalty 2337.703622 = -114999.104531
  nChanged 39
		SP:Iteration 8Q (107418.250000 sec): 3 clusters
  Score: Raw -117392.261073 + Penalty 2337.703622 = -115054.557451
  nChanged 40
		SP:Iteration 9Q (107418.450000 sec): 3 clusters
  Score: Raw -117453.938306 + Penalty 2337.703622 = -115116.234684
  nChanged 46
		SP:Iteration 10Q (107418.680000 sec): 3 clusters
  Score: Raw -117510.965483 + Penalty 2337.703622 = -115173.261861
  nChanged 37
		SP:Iteration 11Q (107418.830000 sec): 3 clusters
  Score: Raw -117559.921246 + Penalty 2337.703622 = -115222.217624
  nChanged 22
		SP:Iteration 12Q (107419.040000 sec): 3 clusters
  Score: Raw -117580.888303 + Penalty 2337.703622 = -115243.184681
  nChanged 16
		SP:Iteration 13Q (107419.210000 sec): 3 clusters
  Score: Raw -117592.756887 + Penalty 2337.703622 = -115255.053266
  nChanged 13
		SP:Iteration 14Q (107419.410000 sec): 3 clusters
  Score: Raw -117603.483965 + Penalty 2337.703622 = -115265.780343
  nChanged 7
		SP:Iteration 15Q (107419.590000 sec): 3 clusters
  Score: Raw -117607.351059 + Penalty 2337.703622 = -115269.647437
  nChanged 2
		SP:Iteration 16Q (107419.830000 sec): 3 clusters
  Score: Raw -117608.176329 + Penalty 2337.703622 = -115270.472707
  nChanged 1
		SP:Iteration 17Q (107420.010000 sec): 3 clusters
  Score: Raw -117611.183686 + Penalty 2337.703622 = -115273.480064
  nChanged 5
		SP:Iteration 18Q (107420.150000 sec): 3 clusters
  Score: Raw -117614.130749 + Penalty 2337.703622 = -115276.427127
  nChanged 6
		SP:Iteration 19Q (107420.340000 sec): 3 clusters
  Score: Raw -117618.855068 + Penalty 2337.703622 = -115281.151446
  nChanged 10
		SP:Iteration 20F (107420.530000 sec): 3 clusters
  Score: Raw -117628.061168 + Penalty 2337.703622 = -115290.357546
  nChanged 15
		SP:Iteration 21Q (107420.740000 sec): 3 clusters
  Score: Raw -117639.712107 + Penalty 2337.703622 = -115302.008486
  nChanged 7
		SP:Iteration 22Q (107420.940000 sec): 3 clusters
  Score: Raw -117644.638851 + Penalty 2337.703622 = -115306.935229
  nChanged 7
		SP:Iteration 23Q (107421.210000 sec): 3 clusters
  Score: Raw -117649.269491 + Penalty 2337.703622 = -115311.565869
  nChanged 4
		SP:Iteration 24Q (107421.410000 sec): 3 clusters
  Score: Raw -117652.513309 + Penalty 2337.703622 = -115314.809687
  nChanged 6
		SP:Iteration 25Q (107421.520000 sec): 3 clusters
  Score: Raw -117657.830555 + Penalty 2337.703622 = -115320.126933
  nChanged 8
		SP:Iteration 26Q (107421.730000 sec): 3 clusters
  Score: Raw -117665.108494 + Penalty 2337.703622 = -115327.404873
  nChanged 6
		SP:Iteration 27Q (107421.900000 sec): 3 clusters
  Score: Raw -117669.355740 + Penalty 2337.703622 = -115331.652119
  nChanged 8
		SP:Iteration 28Q (107422.140000 sec): 3 clusters
  Score: Raw -117675.431190 + Penalty 2337.703622 = -115337.727568
  nChanged 4
		SP:Iteration 29Q (107422.290000 sec): 3 clusters
  Score: Raw -117680.452317 + Penalty 2337.703622 = -115342.748695
  nChanged 5
		SP:Iteration 30Q (107422.500000 sec): 3 clusters
  Score: Raw -117683.848168 + Penalty 2337.703622 = -115346.144547
  nChanged 0
		SP:Iteration 31F (107422.730000 sec): 3 clusters
  Score: Raw -117683.848168 + Penalty 2337.703622 = -115346.144547
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107422.870000 sec): 2 clusters
  Score: Raw -967093.818847 + Penalty 1475.815032 = -965618.003815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107423.130000 sec): 3 clusters
  Score: Raw -962268.954829 + Penalty 2951.630064 = -959317.324766
  nChanged 3738
		SP:Iteration 1F (107423.360000 sec): 3 clusters
  Score: Raw -964379.432843 + Penalty 2951.630064 = -961427.802779
  nChanged 575
		SP:Iteration 2F (107423.590000 sec): 3 clusters
  Score: Raw -964685.545692 + Penalty 2951.630064 = -961733.915629
  nChanged 508
		SP:Iteration 3F (107423.790000 sec): 3 clusters
  Score: Raw -964942.797654 + Penalty 2951.630064 = -961991.167590
  nChanged 437
		SP:Iteration 4Q (107424.000000 sec): 3 clusters
  Score: Raw -965144.351074 + Penalty 2951.630064 = -962192.721010
  nChanged 402
		SP:Iteration 5Q (107424.190000 sec): 3 clusters
  Score: Raw -965343.969902 + Penalty 2951.630064 = -962392.339838
  nChanged 403
		SP:Iteration 6Q (107424.430000 sec): 3 clusters
  Score: Raw -965553.680828 + Penalty 2951.630064 = -962602.050764
  nChanged 381
		SP:Iteration 7Q (107424.700000 sec): 3 clusters
  Score: Raw -965737.638513 + Penalty 2951.630064 = -962786.008450
  nChanged 351
		SP:Iteration 8Q (107424.910000 sec): 3 clusters
  Score: Raw -965894.240196 + Penalty 2951.630064 = -962942.610132
  nChanged 319
		SP:Iteration 9Q (107425.130000 sec): 3 clusters
  Score: Raw -966035.651768 + Penalty 2951.630064 = -963084.021705
  nChanged 268
		SP:Iteration 10Q (107425.370000 sec): 3 clusters
  Score: Raw -966154.434886 + Penalty 2951.630064 = -963202.804823
  nChanged 246
		SP:Iteration 11Q (107425.570000 sec): 3 clusters
  Score: Raw -966269.457562 + Penalty 2951.630064 = -963317.827498
  nChanged 229
		SP:Iteration 12Q (107425.770000 sec): 3 clusters
  Score: Raw -966381.790915 + Penalty 2951.630064 = -963430.160851
  nChanged 215
		SP:Iteration 13Q (107426.010000 sec): 3 clusters
  Score: Raw -966485.995360 + Penalty 2951.630064 = -963534.365297
  nChanged 189
		SP:Iteration 14Q (107426.260000 sec): 3 clusters
  Score: Raw -966578.332508 + Penalty 2951.630064 = -963626.702444
  nChanged 162
		SP:Iteration 15Q (107426.470000 sec): 3 clusters
  Score: Raw -966667.188790 + Penalty 2951.630064 = -963715.558727
  nChanged 155
		SP:Iteration 16Q (107426.700000 sec): 3 clusters
  Score: Raw -966756.229315 + Penalty 2951.630064 = -963804.599251
  nChanged 142
		SP:Iteration 17Q (107427.000000 sec): 3 clusters
  Score: Raw -966840.616863 + Penalty 2951.630064 = -963888.986800
  nChanged 113
		SP:Iteration 18Q (107427.260000 sec): 3 clusters
  Score: Raw -966904.470788 + Penalty 2951.630064 = -963952.840725
  nChanged 104
		SP:Iteration 19Q (107427.500000 sec): 3 clusters
  Score: Raw -966952.787273 + Penalty 2951.630064 = -964001.157210
  nChanged 87
		SP:Iteration 20F (107427.690000 sec): 3 clusters
  Score: Raw -966994.246335 + Penalty 2951.630064 = -964042.616272
  nChanged 67
		SP:Iteration 21Q (107427.960000 sec): 3 clusters
  Score: Raw -967030.277700 + Penalty 2951.630064 = -964078.647636
  nChanged 76
		SP:Iteration 22Q (107428.160000 sec): 3 clusters
  Score: Raw -967070.850577 + Penalty 2951.630064 = -964119.220513
  nChanged 68
		SP:Iteration 23Q (107428.370000 sec): 3 clusters
  Score: Raw -967111.002746 + Penalty 2951.630064 = -964159.372682
  nChanged 61
		SP:Iteration 24Q (107428.560000 sec): 3 clusters
  Score: Raw -967140.537772 + Penalty 2951.630064 = -964188.907708
  nChanged 44
		SP:Iteration 25Q (107428.760000 sec): 3 clusters
  Score: Raw -967160.334960 + Penalty 2951.630064 = -964208.704897
  nChanged 37
		SP:Iteration 26Q (107428.990000 sec): 3 clusters
  Score: Raw -967180.724417 + Penalty 2951.630064 = -964229.094354
  nChanged 34
		SP:Iteration 27Q (107429.160000 sec): 3 clusters
  Score: Raw -967198.063061 + Penalty 2951.630064 = -964246.432997
  nChanged 34
		SP:Iteration 28Q (107429.380000 sec): 3 clusters
  Score: Raw -967214.463319 + Penalty 2951.630064 = -964262.833256
  nChanged 34
		SP:Iteration 29Q (107429.580000 sec): 3 clusters
  Score: Raw -967230.829043 + Penalty 2951.630064 = -964279.198979
  nChanged 17
		SP:Iteration 30Q (107429.860000 sec): 3 clusters
  Score: Raw -967237.557785 + Penalty 2951.630064 = -964285.927722
  nChanged 15
		SP:Iteration 31Q (107430.100000 sec): 3 clusters
  Score: Raw -967243.230457 + Penalty 2951.630064 = -964291.600393
  nChanged 11
		SP:Iteration 32Q (107430.320000 sec): 3 clusters
  Score: Raw -967247.014488 + Penalty 2951.630064 = -964295.384425
  nChanged 10
		SP:Iteration 33Q (107430.570000 sec): 3 clusters
  Score: Raw -967252.038374 + Penalty 2951.630064 = -964300.408311
  nChanged 7
		SP:Iteration 34Q (107430.810000 sec): 3 clusters
  Score: Raw -967256.454460 + Penalty 2951.630064 = -964304.824396
  nChanged 9
		SP:Iteration 35Q (107431.060000 sec): 3 clusters
  Score: Raw -967261.354427 + Penalty 2951.630064 = -964309.724364
  nChanged 10
		SP:Iteration 36Q (107431.280000 sec): 3 clusters
  Score: Raw -967269.153804 + Penalty 2951.630064 = -964317.523740
  nChanged 6
		SP:Iteration 37Q (107431.450000 sec): 3 clusters
  Score: Raw -967272.136009 + Penalty 2951.630064 = -964320.505945
  nChanged 3
		SP:Iteration 38Q (107431.670000 sec): 3 clusters
  Score: Raw -967273.110904 + Penalty 2951.630064 = -964321.480840
  nChanged 3
		SP:Iteration 39Q (107431.940000 sec): 3 clusters
  Score: Raw -967274.078088 + Penalty 2951.630064 = -964322.448024
  nChanged 1
		SP:Iteration 40F (107432.180000 sec): 3 clusters
  Score: Raw -967274.288218 + Penalty 2951.630064 = -964322.658154
  nChanged 1
		SP:Iteration 41Q (107432.420000 sec): 3 clusters
  Score: Raw -967275.419539 + Penalty 2951.630064 = -964323.789475
  nChanged 2
		SP:Iteration 42Q (107432.660000 sec): 3 clusters
  Score: Raw -967277.554189 + Penalty 2951.630064 = -964325.924126
  nChanged 2
		SP:Iteration 43Q (107432.900000 sec): 3 clusters
  Score: Raw -967279.017521 + Penalty 2951.630064 = -964327.387458
  nChanged 2
		SP:Iteration 44Q (107433.180000 sec): 3 clusters
  Score: Raw -967280.950376 + Penalty 2951.630064 = -964329.320312
  nChanged 2
		SP:Iteration 45Q (107433.380000 sec): 3 clusters
  Score: Raw -967281.621886 + Penalty 2951.630064 = -964329.991823
  nChanged 3
		SP:Iteration 46Q (107433.590000 sec): 3 clusters
  Score: Raw -967284.727575 + Penalty 2951.630064 = -964333.097512
  nChanged 3
		SP:Iteration 47Q (107433.830000 sec): 3 clusters
  Score: Raw -967286.895588 + Penalty 2951.630064 = -964335.265525
  nChanged 4
		SP:Iteration 48Q (107434.100000 sec): 3 clusters
  Score: Raw -967290.255226 + Penalty 2951.630064 = -964338.625162
  nChanged 2
		SP:Iteration 49Q (107434.310000 sec): 3 clusters
  Score: Raw -967291.788862 + Penalty 2951.630064 = -964340.158798
  nChanged 1
		SP:Iteration 50Q (107434.540000 sec): 3 clusters
  Score: Raw -967292.287149 + Penalty 2951.630064 = -964340.657086
  nChanged 1
		SP:Iteration 51Q (107434.780000 sec): 3 clusters
  Score: Raw -967292.578226 + Penalty 2951.630064 = -964340.948163
  nChanged 1
		SP:Iteration 52Q (107434.990000 sec): 3 clusters
  Score: Raw -967292.851257 + Penalty 2951.630064 = -964341.221194
  nChanged 1
		SP:Iteration 53Q (107435.240000 sec): 3 clusters
  Score: Raw -967293.171334 + Penalty 2951.630064 = -964341.541270
  nChanged 1
		SP:Iteration 54Q (107435.420000 sec): 3 clusters
  Score: Raw -967293.614959 + Penalty 2951.630064 = -964341.984896
  nChanged 2
		SP:Iteration 55Q (107435.660000 sec): 3 clusters
  Score: Raw -967294.302748 + Penalty 2951.630064 = -964342.672684
  nChanged 2
		SP:Iteration 56Q (107435.840000 sec): 3 clusters
  Score: Raw -967295.353565 + Penalty 2951.630064 = -964343.723501
  nChanged 2
		SP:Iteration 57Q (107436.060000 sec): 3 clusters
  Score: Raw -967297.161875 + Penalty 2951.630064 = -964345.531811
  nChanged 4
		SP:Iteration 58Q (107436.240000 sec): 3 clusters
  Score: Raw -967300.110132 + Penalty 2951.630064 = -964348.480069
  nChanged 3
		SP:Iteration 59Q (107436.570000 sec): 3 clusters
  Score: Raw -967301.705753 + Penalty 2951.630064 = -964350.075689
  nChanged 5
		SP:Iteration 60F (107436.790000 sec): 3 clusters
  Score: Raw -967303.820216 + Penalty 2951.630064 = -964352.190153
  nChanged 4
		SP:Iteration 61Q (107437.030000 sec): 3 clusters
  Score: Raw -967305.842078 + Penalty 2951.630064 = -964354.212014
  nChanged 0
		SP:Iteration 62F (107437.290000 sec): 3 clusters
  Score: Raw -967305.842078 + Penalty 2951.630064 = -964354.212014
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107437.450000 sec): 2 clusters
  Score: Raw -818822.723439 + Penalty 1451.076269 = -817371.647171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107437.720000 sec): 3 clusters
  Score: Raw -814660.007437 + Penalty 2902.152537 = -811757.854900
  nChanged 3135
		SP:Iteration 1F (107437.920000 sec): 3 clusters
  Score: Raw -816374.880875 + Penalty 2902.152537 = -813472.728338
  nChanged 515
		SP:Iteration 2F (107438.150000 sec): 3 clusters
  Score: Raw -816624.521437 + Penalty 2902.152537 = -813722.368900
  nChanged 436
		SP:Iteration 3F (107438.410000 sec): 3 clusters
  Score: Raw -816849.027596 + Penalty 2902.152537 = -813946.875059
  nChanged 388
		SP:Iteration 4F (107438.600000 sec): 3 clusters
  Score: Raw -817035.479021 + Penalty 2902.152537 = -814133.326484
  nChanged 345
		SP:Iteration 5Q (107438.830000 sec): 3 clusters
  Score: Raw -817206.155077 + Penalty 2902.152537 = -814304.002540
  nChanged 303
		SP:Iteration 6Q (107439.060000 sec): 3 clusters
  Score: Raw -817361.326204 + Penalty 2902.152537 = -814459.173667
  nChanged 305
		SP:Iteration 7Q (107439.280000 sec): 3 clusters
  Score: Raw -817518.892155 + Penalty 2902.152537 = -814616.739618
  nChanged 301
		SP:Iteration 8Q (107439.520000 sec): 3 clusters
  Score: Raw -817704.140107 + Penalty 2902.152537 = -814801.987570
  nChanged 295
		SP:Iteration 9Q (107439.790000 sec): 3 clusters
  Score: Raw -817888.577982 + Penalty 2902.152537 = -814986.425445
  nChanged 259
		SP:Iteration 10Q (107440.130000 sec): 3 clusters
  Score: Raw -818050.708262 + Penalty 2902.152537 = -815148.555724
  nChanged 217
		SP:Iteration 11Q (107440.370000 sec): 3 clusters
  Score: Raw -818192.432660 + Penalty 2902.152537 = -815290.280123
  nChanged 212
		SP:Iteration 12Q (107440.630000 sec): 3 clusters
  Score: Raw -818323.750949 + Penalty 2902.152537 = -815421.598411
  nChanged 174
		SP:Iteration 13Q (107440.860000 sec): 3 clusters
  Score: Raw -818416.311922 + Penalty 2902.152537 = -815514.159385
  nChanged 138
		SP:Iteration 14Q (107441.070000 sec): 3 clusters
  Score: Raw -818493.949924 + Penalty 2902.152537 = -815591.797386
  nChanged 124
		SP:Iteration 15Q (107441.270000 sec): 3 clusters
  Score: Raw -818558.676403 + Penalty 2902.152537 = -815656.523866
  nChanged 116
		SP:Iteration 16Q (107441.480000 sec): 3 clusters
  Score: Raw -818622.029870 + Penalty 2902.152537 = -815719.877333
  nChanged 96
		SP:Iteration 17Q (107441.690000 sec): 3 clusters
  Score: Raw -818678.065558 + Penalty 2902.152537 = -815775.913020
  nChanged 83
		SP:Iteration 18Q (107441.870000 sec): 3 clusters
  Score: Raw -818726.178054 + Penalty 2902.152537 = -815824.025516
  nChanged 64
		SP:Iteration 19Q (107442.060000 sec): 3 clusters
  Score: Raw -818763.447888 + Penalty 2902.152537 = -815861.295351
  nChanged 68
		SP:Iteration 20F (107442.250000 sec): 3 clusters
  Score: Raw -818800.931201 + Penalty 2902.152537 = -815898.778664
  nChanged 64
		SP:Iteration 21Q (107442.440000 sec): 3 clusters
  Score: Raw -818835.171663 + Penalty 2902.152537 = -815933.019126
  nChanged 63
		SP:Iteration 22Q (107442.590000 sec): 3 clusters
  Score: Raw -818887.112261 + Penalty 2902.152537 = -815984.959723
  nChanged 67
		SP:Iteration 23Q (107442.810000 sec): 3 clusters
  Score: Raw -818938.908203 + Penalty 2902.152537 = -816036.755666
  nChanged 58
		SP:Iteration 24Q (107443.000000 sec): 3 clusters
  Score: Raw -818979.507759 + Penalty 2902.152537 = -816077.355222
  nChanged 56
		SP:Iteration 25Q (107443.200000 sec): 3 clusters
  Score: Raw -819015.859591 + Penalty 2902.152537 = -816113.707054
  nChanged 44
		SP:Iteration 26Q (107443.420000 sec): 3 clusters
  Score: Raw -819040.159687 + Penalty 2902.152537 = -816138.007150
  nChanged 33
		SP:Iteration 27Q (107443.640000 sec): 3 clusters
  Score: Raw -819056.220742 + Penalty 2902.152537 = -816154.068205
  nChanged 29
		SP:Iteration 28Q (107443.860000 sec): 3 clusters
  Score: Raw -819069.378021 + Penalty 2902.152537 = -816167.225484
  nChanged 18
		SP:Iteration 29Q (107444.030000 sec): 3 clusters
  Score: Raw -819076.065086 + Penalty 2902.152537 = -816173.912549
  nChanged 17
		SP:Iteration 30Q (107444.240000 sec): 3 clusters
  Score: Raw -819082.073088 + Penalty 2902.152537 = -816179.920551
  nChanged 12
		SP:Iteration 31Q (107444.430000 sec): 3 clusters
  Score: Raw -819085.850838 + Penalty 2902.152537 = -816183.698301
  nChanged 4
		SP:Iteration 32Q (107444.670000 sec): 3 clusters
  Score: Raw -819087.281973 + Penalty 2902.152537 = -816185.129436
  nChanged 2
		SP:Iteration 33Q (107444.860000 sec): 3 clusters
  Score: Raw -819087.821668 + Penalty 2902.152537 = -816185.669131
  nChanged 3
		SP:Iteration 34Q (107445.040000 sec): 3 clusters
  Score: Raw -819088.231659 + Penalty 2902.152537 = -816186.079122
  nChanged 3
		SP:Iteration 35Q (107445.190000 sec): 3 clusters
  Score: Raw -819089.657325 + Penalty 2902.152537 = -816187.504788
  nChanged 4
		SP:Iteration 36Q (107445.380000 sec): 3 clusters
  Score: Raw -819091.387865 + Penalty 2902.152537 = -816189.235328
  nChanged 3
		SP:Iteration 37Q (107445.570000 sec): 3 clusters
  Score: Raw -819092.369066 + Penalty 2902.152537 = -816190.216529
  nChanged 2
		SP:Iteration 38Q (107445.770000 sec): 3 clusters
  Score: Raw -819092.941284 + Penalty 2902.152537 = -816190.788747
  nChanged 3
		SP:Iteration 39Q (107445.960000 sec): 3 clusters
  Score: Raw -819093.658841 + Penalty 2902.152537 = -816191.506304
  nChanged 3
		SP:Iteration 40F (107446.200000 sec): 3 clusters
  Score: Raw -819094.162590 + Penalty 2902.152537 = -816192.010053
  nChanged 1
		SP:Iteration 41Q (107446.390000 sec): 3 clusters
  Score: Raw -819094.353311 + Penalty 2902.152537 = -816192.200774
  nChanged 1
		SP:Iteration 42Q (107446.580000 sec): 3 clusters
  Score: Raw -819094.794315 + Penalty 2902.152537 = -816192.641778
  nChanged 2
		SP:Iteration 43Q (107446.770000 sec): 3 clusters
  Score: Raw -819095.411464 + Penalty 2902.152537 = -816193.258927
  nChanged 0
		SP:Iteration 44F (107447.000000 sec): 3 clusters
  Score: Raw -819095.411464 + Penalty 2902.152537 = -816193.258927
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (176187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107448.020000 sec): 2 clusters
  Score: Raw -18451759.322816 + Penalty 1962.886447 = -18449796.436370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107449.230000 sec): 3 clusters
  Score: Raw -18335363.534237 + Penalty 3925.772893 = -18331437.761344
  nChanged 85277
		SP:Iteration 1F (107450.370000 sec): 3 clusters
  Score: Raw -18387663.495869 + Penalty 3925.772893 = -18383737.722975
  nChanged 7217
		SP:Iteration 2Q (107451.600000 sec): 3 clusters
  Score: Raw -18390216.771515 + Penalty 3925.772893 = -18386290.998622
  nChanged 8377
		SP:Iteration 3Q (107452.720000 sec): 3 clusters
  Score: Raw -18393834.152965 + Penalty 3925.772893 = -18389908.380072
  nChanged 9565
		SP:Iteration 4F (107453.890000 sec): 3 clusters
  Score: Raw -18398745.408737 + Penalty 3925.772893 = -18394819.635844
  nChanged 10645
		SP:Iteration 5F (107455.080000 sec): 3 clusters
  Score: Raw -18405169.984432 + Penalty 3925.772893 = -18401244.211539
  nChanged 11317
		SP:Iteration 6F (107456.160000 sec): 3 clusters
  Score: Raw -18413139.693254 + Penalty 3925.772893 = -18409213.920361
  nChanged 11011
		SP:Iteration 7F (107457.230000 sec): 3 clusters
  Score: Raw -18421354.726469 + Penalty 3925.772893 = -18417428.953575
  nChanged 9377
		SP:Iteration 8F (107458.510000 sec): 3 clusters
  Score: Raw -18427996.975602 + Penalty 3925.772893 = -18424071.202708
  nChanged 7030
		SP:Iteration 9Q (107459.690000 sec): 3 clusters
  Score: Raw -18431985.474920 + Penalty 3925.772893 = -18428059.702026
  nChanged 4973
		SP:Iteration 10Q (107460.930000 sec): 3 clusters
  Score: Raw -18434196.472522 + Penalty 3925.772893 = -18430270.699629
  nChanged 3730
		SP:Iteration 11Q (107462.110000 sec): 3 clusters
  Score: Raw -18435657.535655 + Penalty 3925.772893 = -18431731.762762
  nChanged 3220
		SP:Iteration 12Q (107463.390000 sec): 3 clusters
  Score: Raw -18436869.854566 + Penalty 3925.772893 = -18432944.081673
  nChanged 3158
		SP:Iteration 13Q (107464.670000 sec): 3 clusters
  Score: Raw -18438066.153695 + Penalty 3925.772893 = -18434140.380802
  nChanged 3192
		SP:Iteration 14Q (107465.900000 sec): 3 clusters
  Score: Raw -18439280.934175 + Penalty 3925.772893 = -18435355.161282
  nChanged 3131
		SP:Iteration 15Q (107467.110000 sec): 3 clusters
  Score: Raw -18440550.322043 + Penalty 3925.772893 = -18436624.549150
  nChanged 3066
		SP:Iteration 16Q (107468.260000 sec): 3 clusters
  Score: Raw -18441834.829216 + Penalty 3925.772893 = -18437909.056322
  nChanged 3043
		SP:Iteration 17Q (107469.470000 sec): 3 clusters
  Score: Raw -18443205.989298 + Penalty 3925.772893 = -18439280.216405
  nChanged 2919
		SP:Iteration 18Q (107470.590000 sec): 3 clusters
  Score: Raw -18444604.880803 + Penalty 3925.772893 = -18440679.107910
  nChanged 2728
		SP:Iteration 19Q (107471.750000 sec): 3 clusters
  Score: Raw -18445934.012962 + Penalty 3925.772893 = -18442008.240068
  nChanged 2534
		SP:Iteration 20F (107472.900000 sec): 3 clusters
  Score: Raw -18447237.983580 + Penalty 3925.772893 = -18443312.210687
  nChanged 2356
		SP:Iteration 21Q (107473.900000 sec): 3 clusters
  Score: Raw -18448504.128848 + Penalty 3925.772893 = -18444578.355955
  nChanged 2056
		SP:Iteration 22Q (107475.100000 sec): 3 clusters
  Score: Raw -18449648.583413 + Penalty 3925.772893 = -18445722.810520
  nChanged 1580
		SP:Iteration 23Q (107476.240000 sec): 3 clusters
  Score: Raw -18450472.082532 + Penalty 3925.772893 = -18446546.309639
  nChanged 1166
		SP:Iteration 24Q (107477.320000 sec): 3 clusters
  Score: Raw -18451031.321497 + Penalty 3925.772893 = -18447105.548603
  nChanged 913
		SP:Iteration 25Q (107478.330000 sec): 3 clusters
  Score: Raw -18451446.327640 + Penalty 3925.772893 = -18447520.554746
  nChanged 655
		SP:Iteration 26Q (107479.420000 sec): 3 clusters
  Score: Raw -18451702.890638 + Penalty 3925.772893 = -18447777.117745
  nChanged 471
		SP:Iteration 27Q (107480.480000 sec): 3 clusters
  Score: Raw -18451864.943732 + Penalty 3925.772893 = -18447939.170839
  nChanged 369
		SP:Iteration 28Q (107481.570000 sec): 3 clusters
  Score: Raw -18452004.208384 + Penalty 3925.772893 = -18448078.435491
  nChanged 295
		SP:Iteration 29Q (107482.640000 sec): 3 clusters
  Score: Raw -18452120.668632 + Penalty 3925.772893 = -18448194.895739
  nChanged 245
		SP:Iteration 30Q (107483.760000 sec): 3 clusters
  Score: Raw -18452204.526573 + Penalty 3925.772893 = -18448278.753680
  nChanged 186
		SP:Iteration 31Q (107484.750000 sec): 3 clusters
  Score: Raw -18452277.668694 + Penalty 3925.772893 = -18448351.895801
  nChanged 160
		SP:Iteration 32Q (107485.740000 sec): 3 clusters
  Score: Raw -18452346.949064 + Penalty 3925.772893 = -18448421.176171
  nChanged 146
		SP:Iteration 33Q (107486.740000 sec): 3 clusters
  Score: Raw -18452408.060287 + Penalty 3925.772893 = -18448482.287394
  nChanged 111
		SP:Iteration 34Q (107487.810000 sec): 3 clusters
  Score: Raw -18452459.682339 + Penalty 3925.772893 = -18448533.909446
  nChanged 95
		SP:Iteration 35Q (107488.800000 sec): 3 clusters
  Score: Raw -18452497.071432 + Penalty 3925.772893 = -18448571.298538
  nChanged 90
		SP:Iteration 36Q (107489.720000 sec): 3 clusters
  Score: Raw -18452530.202492 + Penalty 3925.772893 = -18448604.429599
  nChanged 88
		SP:Iteration 37Q (107490.750000 sec): 3 clusters
  Score: Raw -18452565.191393 + Penalty 3925.772893 = -18448639.418500
  nChanged 78
		SP:Iteration 38Q (107491.720000 sec): 3 clusters
  Score: Raw -18452591.841772 + Penalty 3925.772893 = -18448666.068878
  nChanged 65
		SP:Iteration 39Q (107492.620000 sec): 3 clusters
  Score: Raw -18452614.412049 + Penalty 3925.772893 = -18448688.639155
  nChanged 60
		SP:Iteration 40F (107493.800000 sec): 3 clusters
  Score: Raw -18452633.480334 + Penalty 3925.772893 = -18448707.707440
  nChanged 45
		SP:Iteration 41Q (107494.760000 sec): 3 clusters
  Score: Raw -18452646.834358 + Penalty 3925.772893 = -18448721.061465
  nChanged 43
		SP:Iteration 42Q (107495.660000 sec): 3 clusters
  Score: Raw -18452661.763464 + Penalty 3925.772893 = -18448735.990571
  nChanged 48
		SP:Iteration 43Q (107496.620000 sec): 3 clusters
  Score: Raw -18452678.325514 + Penalty 3925.772893 = -18448752.552621
  nChanged 53
		SP:Iteration 44Q (107497.530000 sec): 3 clusters
  Score: Raw -18452693.404458 + Penalty 3925.772893 = -18448767.631565
  nChanged 32
		SP:Iteration 45Q (107498.510000 sec): 3 clusters
  Score: Raw -18452703.436569 + Penalty 3925.772893 = -18448777.663675
  nChanged 32
		SP:Iteration 46Q (107499.470000 sec): 3 clusters
  Score: Raw -18452712.446899 + Penalty 3925.772893 = -18448786.674006
  nChanged 30
		SP:Iteration 47Q (107500.500000 sec): 3 clusters
  Score: Raw -18452719.955697 + Penalty 3925.772893 = -18448794.182804
  nChanged 29
		SP:Iteration 48Q (107501.510000 sec): 3 clusters
  Score: Raw -18452728.178858 + Penalty 3925.772893 = -18448802.405965
  nChanged 33
		SP:Iteration 49Q (107502.490000 sec): 3 clusters
  Score: Raw -18452737.610048 + Penalty 3925.772893 = -18448811.837155
  nChanged 47
		SP:Iteration 50Q (107503.430000 sec): 3 clusters
  Score: Raw -18452752.664252 + Penalty 3925.772893 = -18448826.891358
  nChanged 35
		SP:Iteration 51Q (107504.390000 sec): 3 clusters
  Score: Raw -18452762.981787 + Penalty 3925.772893 = -18448837.208893
  nChanged 44
		SP:Iteration 52Q (107505.450000 sec): 3 clusters
  Score: Raw -18452773.900128 + Penalty 3925.772893 = -18448848.127235
  nChanged 24
		SP:Iteration 53Q (107506.430000 sec): 3 clusters
  Score: Raw -18452779.008294 + Penalty 3925.772893 = -18448853.235401
  nChanged 21
		SP:Iteration 54Q (107507.370000 sec): 3 clusters
  Score: Raw -18452783.092327 + Penalty 3925.772893 = -18448857.319434
  nChanged 16
		SP:Iteration 55Q (107508.330000 sec): 3 clusters
  Score: Raw -18452785.776491 + Penalty 3925.772893 = -18448860.003597
  nChanged 14
		SP:Iteration 56Q (107509.420000 sec): 3 clusters
  Score: Raw -18452787.877329 + Penalty 3925.772893 = -18448862.104436
  nChanged 10
		SP:Iteration 57Q (107510.320000 sec): 3 clusters
  Score: Raw -18452789.721805 + Penalty 3925.772893 = -18448863.948912
  nChanged 15
		SP:Iteration 58Q (107511.250000 sec): 3 clusters
  Score: Raw -18452794.364491 + Penalty 3925.772893 = -18448868.591597
  nChanged 14
		SP:Iteration 59Q (107512.290000 sec): 3 clusters
  Score: Raw -18452797.081439 + Penalty 3925.772893 = -18448871.308545
  nChanged 8
		SP:Iteration 60F (107513.460000 sec): 3 clusters
  Score: Raw -18452798.600329 + Penalty 3925.772893 = -18448872.827436
  nChanged 5
		SP:Iteration 61Q (107514.400000 sec): 3 clusters
  Score: Raw -18452799.437054 + Penalty 3925.772893 = -18448873.664160
  nChanged 5
		SP:Iteration 62Q (107515.390000 sec): 3 clusters
  Score: Raw -18452800.532728 + Penalty 3925.772893 = -18448874.759835
  nChanged 9
		SP:Iteration 63Q (107516.310000 sec): 3 clusters
  Score: Raw -18452802.162007 + Penalty 3925.772893 = -18448876.389114
  nChanged 8
		SP:Iteration 64Q (107517.370000 sec): 3 clusters
  Score: Raw -18452804.217542 + Penalty 3925.772893 = -18448878.444649
  nChanged 17
		SP:Iteration 65Q (107518.370000 sec): 3 clusters
  Score: Raw -18452807.712402 + Penalty 3925.772893 = -18448881.939509
  nChanged 17
		SP:Iteration 66Q (107519.290000 sec): 3 clusters
  Score: Raw -18452811.749529 + Penalty 3925.772893 = -18448885.976636
  nChanged 14
		SP:Iteration 67Q (107520.270000 sec): 3 clusters
  Score: Raw -18452814.879742 + Penalty 3925.772893 = -18448889.106848
  nChanged 10
		SP:Iteration 68Q (107521.260000 sec): 3 clusters
  Score: Raw -18452816.939015 + Penalty 3925.772893 = -18448891.166122
  nChanged 9
		SP:Iteration 69Q (107522.310000 sec): 3 clusters
  Score: Raw -18452818.625970 + Penalty 3925.772893 = -18448892.853077
  nChanged 6
		SP:Iteration 70Q (107523.330000 sec): 3 clusters
  Score: Raw -18452819.525209 + Penalty 3925.772893 = -18448893.752316
  nChanged 6
		SP:Iteration 71Q (107524.340000 sec): 3 clusters
  Score: Raw -18452820.681781 + Penalty 3925.772893 = -18448894.908888
  nChanged 4
		SP:Iteration 72Q (107525.250000 sec): 3 clusters
  Score: Raw -18452821.162820 + Penalty 3925.772893 = -18448895.389926
  nChanged 1
		SP:Iteration 73Q (107526.180000 sec): 3 clusters
  Score: Raw -18452821.236777 + Penalty 3925.772893 = -18448895.463883
  nChanged 0
		SP:Iteration 74F (107527.130000 sec): 3 clusters
  Score: Raw -18452821.236777 + Penalty 3925.772893 = -18448895.463883
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (12868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107527.350000 sec): 2 clusters
  Score: Raw -1412319.288246 + Penalty 1537.656069 = -1410781.632177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107527.660000 sec): 3 clusters
  Score: Raw -1404874.450235 + Penalty 3075.312139 = -1401799.138096
  nChanged 5646
		SP:Iteration 1F (107527.920000 sec): 3 clusters
  Score: Raw -1407916.925261 + Penalty 3075.312139 = -1404841.613123
  nChanged 810
		SP:Iteration 2F (107528.190000 sec): 3 clusters
  Score: Raw -1408365.982912 + Penalty 3075.312139 = -1405290.670773
  nChanged 856
		SP:Iteration 3F (107528.470000 sec): 3 clusters
  Score: Raw -1408931.128533 + Penalty 3075.312139 = -1405855.816394
  nChanged 908
		SP:Iteration 4F (107528.720000 sec): 3 clusters
  Score: Raw -1409590.798735 + Penalty 3075.312139 = -1406515.486596
  nChanged 848
		SP:Iteration 5F (107528.980000 sec): 3 clusters
  Score: Raw -1410246.261927 + Penalty 3075.312139 = -1407170.949788
  nChanged 746
		SP:Iteration 6F (107529.230000 sec): 3 clusters
  Score: Raw -1410802.519525 + Penalty 3075.312139 = -1407727.207387
  nChanged 612
		SP:Iteration 7Q (107529.510000 sec): 3 clusters
  Score: Raw -1411200.281689 + Penalty 3075.312139 = -1408124.969551
  nChanged 447
		SP:Iteration 8Q (107529.800000 sec): 3 clusters
  Score: Raw -1411436.433179 + Penalty 3075.312139 = -1408361.121040
  nChanged 340
		SP:Iteration 9Q (107530.010000 sec): 3 clusters
  Score: Raw -1411588.386905 + Penalty 3075.312139 = -1408513.074766
  nChanged 248
		SP:Iteration 10Q (107530.270000 sec): 3 clusters
  Score: Raw -1411690.433738 + Penalty 3075.312139 = -1408615.121599
  nChanged 179
		SP:Iteration 11Q (107530.520000 sec): 3 clusters
  Score: Raw -1411760.452190 + Penalty 3075.312139 = -1408685.140052
  nChanged 160
		SP:Iteration 12Q (107530.840000 sec): 3 clusters
  Score: Raw -1411833.974974 + Penalty 3075.312139 = -1408758.662835
  nChanged 147
		SP:Iteration 13Q (107531.170000 sec): 3 clusters
  Score: Raw -1411892.171446 + Penalty 3075.312139 = -1408816.859308
  nChanged 131
		SP:Iteration 14Q (107531.400000 sec): 3 clusters
  Score: Raw -1411939.635985 + Penalty 3075.312139 = -1408864.323847
  nChanged 109
		SP:Iteration 15Q (107531.710000 sec): 3 clusters
  Score: Raw -1411983.528631 + Penalty 3075.312139 = -1408908.216492
  nChanged 113
		SP:Iteration 16Q (107531.970000 sec): 3 clusters
  Score: Raw -1412041.487935 + Penalty 3075.312139 = -1408966.175797
  nChanged 113
		SP:Iteration 17Q (107532.190000 sec): 3 clusters
  Score: Raw -1412118.702061 + Penalty 3075.312139 = -1409043.389923
  nChanged 112
		SP:Iteration 18Q (107532.500000 sec): 3 clusters
  Score: Raw -1412213.704284 + Penalty 3075.312139 = -1409138.392146
  nChanged 108
		SP:Iteration 19Q (107532.700000 sec): 3 clusters
  Score: Raw -1412301.454634 + Penalty 3075.312139 = -1409226.142495
  nChanged 117
		SP:Iteration 20F (107532.950000 sec): 3 clusters
  Score: Raw -1412398.436873 + Penalty 3075.312139 = -1409323.124734
  nChanged 116
		SP:Iteration 21Q (107533.120000 sec): 3 clusters
  Score: Raw -1412492.676100 + Penalty 3075.312139 = -1409417.363962
  nChanged 120
		SP:Iteration 22Q (107533.400000 sec): 3 clusters
  Score: Raw -1412558.773601 + Penalty 3075.312139 = -1409483.461462
  nChanged 93
		SP:Iteration 23Q (107533.670000 sec): 3 clusters
  Score: Raw -1412606.425399 + Penalty 3075.312139 = -1409531.113261
  nChanged 75
		SP:Iteration 24Q (107533.970000 sec): 3 clusters
  Score: Raw -1412637.817560 + Penalty 3075.312139 = -1409562.505421
  nChanged 60
		SP:Iteration 25Q (107534.210000 sec): 3 clusters
  Score: Raw -1412654.176898 + Penalty 3075.312139 = -1409578.864759
  nChanged 43
		SP:Iteration 26Q (107534.470000 sec): 3 clusters
  Score: Raw -1412665.409194 + Penalty 3075.312139 = -1409590.097055
  nChanged 31
		SP:Iteration 27Q (107534.760000 sec): 3 clusters
  Score: Raw -1412672.812036 + Penalty 3075.312139 = -1409597.499898
  nChanged 25
		SP:Iteration 28Q (107535.030000 sec): 3 clusters
  Score: Raw -1412680.391284 + Penalty 3075.312139 = -1409605.079145
  nChanged 24
		SP:Iteration 29Q (107535.290000 sec): 3 clusters
  Score: Raw -1412686.380053 + Penalty 3075.312139 = -1409611.067914
  nChanged 19
		SP:Iteration 30Q (107535.520000 sec): 3 clusters
  Score: Raw -1412690.162167 + Penalty 3075.312139 = -1409614.850028
  nChanged 10
		SP:Iteration 31Q (107535.750000 sec): 3 clusters
  Score: Raw -1412692.393068 + Penalty 3075.312139 = -1409617.080929
  nChanged 9
		SP:Iteration 32Q (107536.040000 sec): 3 clusters
  Score: Raw -1412693.680660 + Penalty 3075.312139 = -1409618.368521
  nChanged 3
		SP:Iteration 33Q (107536.320000 sec): 3 clusters
  Score: Raw -1412694.583185 + Penalty 3075.312139 = -1409619.271046
  nChanged 5
		SP:Iteration 34Q (107536.540000 sec): 3 clusters
  Score: Raw -1412695.801789 + Penalty 3075.312139 = -1409620.489651
  nChanged 3
		SP:Iteration 35Q (107536.810000 sec): 3 clusters
  Score: Raw -1412696.992087 + Penalty 3075.312139 = -1409621.679949
  nChanged 4
		SP:Iteration 36Q (107537.070000 sec): 3 clusters
  Score: Raw -1412697.895254 + Penalty 3075.312139 = -1409622.583116
  nChanged 2
		SP:Iteration 37Q (107537.330000 sec): 3 clusters
  Score: Raw -1412698.492520 + Penalty 3075.312139 = -1409623.180381
  nChanged 2
		SP:Iteration 38Q (107537.630000 sec): 3 clusters
  Score: Raw -1412698.820369 + Penalty 3075.312139 = -1409623.508230
  nChanged 1
		SP:Iteration 39Q (107537.940000 sec): 3 clusters
  Score: Raw -1412698.964659 + Penalty 3075.312139 = -1409623.652521
  nChanged 0
		SP:Iteration 40F (107538.230000 sec): 3 clusters
  Score: Raw -1412698.964659 + Penalty 3075.312139 = -1409623.652521
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (49050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107538.580000 sec): 2 clusters
  Score: Raw -5397380.711598 + Penalty 1755.096763 = -5395625.614835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107539.070000 sec): 3 clusters
  Score: Raw -5366394.756489 + Penalty 3510.193526 = -5362884.562963
  nChanged 22911
		SP:Iteration 1F (107539.460000 sec): 3 clusters
  Score: Raw -5379774.389885 + Penalty 3510.193526 = -5376264.196359
  nChanged 2523
		SP:Iteration 2F (107539.850000 sec): 3 clusters
  Score: Raw -5380757.748129 + Penalty 3510.193526 = -5377247.554603
  nChanged 2588
		SP:Iteration 3F (107540.210000 sec): 3 clusters
  Score: Raw -5381877.029339 + Penalty 3510.193526 = -5378366.835813
  nChanged 2747
		SP:Iteration 4F (107540.610000 sec): 3 clusters
  Score: Raw -5383178.083770 + Penalty 3510.193526 = -5379667.890244
  nChanged 2781
		SP:Iteration 5F (107540.980000 sec): 3 clusters
  Score: Raw -5384647.535535 + Penalty 3510.193526 = -5381137.342009
  nChanged 2744
		SP:Iteration 6F (107541.430000 sec): 3 clusters
  Score: Raw -5386264.101279 + Penalty 3510.193526 = -5382753.907753
  nChanged 2786
		SP:Iteration 7F (107541.820000 sec): 3 clusters
  Score: Raw -5388028.097595 + Penalty 3510.193526 = -5384517.904068
  nChanged 2581
		SP:Iteration 8F (107542.250000 sec): 3 clusters
  Score: Raw -5389845.141767 + Penalty 3510.193526 = -5386334.948241
  nChanged 2476
		SP:Iteration 9F (107542.690000 sec): 3 clusters
  Score: Raw -5391765.592640 + Penalty 3510.193526 = -5388255.399114
  nChanged 2139
		SP:Iteration 10Q (107543.110000 sec): 3 clusters
  Score: Raw -5393602.341618 + Penalty 3510.193526 = -5390092.148092
  nChanged 1676
		SP:Iteration 11Q (107543.550000 sec): 3 clusters
  Score: Raw -5394990.336595 + Penalty 3510.193526 = -5391480.143069
  nChanged 1192
		SP:Iteration 12Q (107544.030000 sec): 3 clusters
  Score: Raw -5395908.285962 + Penalty 3510.193526 = -5392398.092435
  nChanged 802
		SP:Iteration 13Q (107544.450000 sec): 3 clusters
  Score: Raw -5396452.197327 + Penalty 3510.193526 = -5392942.003801
  nChanged 545
		SP:Iteration 14Q (107544.850000 sec): 3 clusters
  Score: Raw -5396781.039174 + Penalty 3510.193526 = -5393270.845648
  nChanged 391
		SP:Iteration 15Q (107545.300000 sec): 3 clusters
  Score: Raw -5396996.850140 + Penalty 3510.193526 = -5393486.656614
  nChanged 293
		SP:Iteration 16Q (107545.730000 sec): 3 clusters
  Score: Raw -5397157.369081 + Penalty 3510.193526 = -5393647.175555
  nChanged 223
		SP:Iteration 17Q (107546.190000 sec): 3 clusters
  Score: Raw -5397280.124638 + Penalty 3510.193526 = -5393769.931112
  nChanged 202
		SP:Iteration 18Q (107546.640000 sec): 3 clusters
  Score: Raw -5397380.223576 + Penalty 3510.193526 = -5393870.030050
  nChanged 141
		SP:Iteration 19Q (107547.130000 sec): 3 clusters
  Score: Raw -5397453.576922 + Penalty 3510.193526 = -5393943.383396
  nChanged 110
		SP:Iteration 20F (107547.650000 sec): 3 clusters
  Score: Raw -5397507.807212 + Penalty 3510.193526 = -5393997.613686
  nChanged 73
		SP:Iteration 21Q (107548.130000 sec): 3 clusters
  Score: Raw -5397540.722412 + Penalty 3510.193526 = -5394030.528886
  nChanged 75
		SP:Iteration 22Q (107548.580000 sec): 3 clusters
  Score: Raw -5397574.886973 + Penalty 3510.193526 = -5394064.693447
  nChanged 59
		SP:Iteration 23Q (107549.080000 sec): 3 clusters
  Score: Raw -5397600.733454 + Penalty 3510.193526 = -5394090.539928
  nChanged 44
		SP:Iteration 24Q (107549.590000 sec): 3 clusters
  Score: Raw -5397618.747573 + Penalty 3510.193526 = -5394108.554047
  nChanged 32
		SP:Iteration 25Q (107550.080000 sec): 3 clusters
  Score: Raw -5397631.844898 + Penalty 3510.193526 = -5394121.651371
  nChanged 24
		SP:Iteration 26Q (107550.620000 sec): 3 clusters
  Score: Raw -5397641.738894 + Penalty 3510.193526 = -5394131.545367
  nChanged 29
		SP:Iteration 27Q (107551.060000 sec): 3 clusters
  Score: Raw -5397653.680010 + Penalty 3510.193526 = -5394143.486484
  nChanged 20
		SP:Iteration 28Q (107551.500000 sec): 3 clusters
  Score: Raw -5397660.450480 + Penalty 3510.193526 = -5394150.256954
  nChanged 14
		SP:Iteration 29Q (107551.980000 sec): 3 clusters
  Score: Raw -5397664.152066 + Penalty 3510.193526 = -5394153.958540
  nChanged 9
		SP:Iteration 30Q (107552.420000 sec): 3 clusters
  Score: Raw -5397667.755843 + Penalty 3510.193526 = -5394157.562317
  nChanged 17
		SP:Iteration 31Q (107552.880000 sec): 3 clusters
  Score: Raw -5397673.672581 + Penalty 3510.193526 = -5394163.479055
  nChanged 14
		SP:Iteration 32Q (107553.390000 sec): 3 clusters
  Score: Raw -5397677.318190 + Penalty 3510.193526 = -5394167.124663
  nChanged 6
		SP:Iteration 33Q (107553.790000 sec): 3 clusters
  Score: Raw -5397678.674656 + Penalty 3510.193526 = -5394168.481129
  nChanged 3
		SP:Iteration 34Q (107554.270000 sec): 3 clusters
  Score: Raw -5397679.257571 + Penalty 3510.193526 = -5394169.064044
  nChanged 1
		SP:Iteration 35Q (107554.670000 sec): 3 clusters
  Score: Raw -5397679.585220 + Penalty 3510.193526 = -5394169.391694
  nChanged 2
		SP:Iteration 36Q (107555.120000 sec): 3 clusters
  Score: Raw -5397680.319148 + Penalty 3510.193526 = -5394170.125622
  nChanged 3
		SP:Iteration 37Q (107555.620000 sec): 3 clusters
  Score: Raw -5397681.270774 + Penalty 3510.193526 = -5394171.077248
  nChanged 3
		SP:Iteration 38Q (107556.060000 sec): 3 clusters
  Score: Raw -5397682.225824 + Penalty 3510.193526 = -5394172.032298
  nChanged 4
		SP:Iteration 39Q (107556.530000 sec): 3 clusters
  Score: Raw -5397683.030141 + Penalty 3510.193526 = -5394172.836615
  nChanged 4
		SP:Iteration 40F (107556.940000 sec): 3 clusters
  Score: Raw -5397684.352043 + Penalty 3510.193526 = -5394174.158517
  nChanged 5
		SP:Iteration 41Q (107557.410000 sec): 3 clusters
  Score: Raw -5397686.140687 + Penalty 3510.193526 = -5394175.947161
  nChanged 5
		SP:Iteration 42Q (107557.850000 sec): 3 clusters
  Score: Raw -5397687.256508 + Penalty 3510.193526 = -5394177.062982
  nChanged 3
		SP:Iteration 43Q (107558.330000 sec): 3 clusters
  Score: Raw -5397688.532393 + Penalty 3510.193526 = -5394178.338867
  nChanged 4
		SP:Iteration 44Q (107558.760000 sec): 3 clusters
  Score: Raw -5397689.650864 + Penalty 3510.193526 = -5394179.457338
  nChanged 2
		SP:Iteration 45Q (107559.170000 sec): 3 clusters
  Score: Raw -5397690.377539 + Penalty 3510.193526 = -5394180.184013
  nChanged 2
		SP:Iteration 46Q (107559.620000 sec): 3 clusters
  Score: Raw -5397690.861689 + Penalty 3510.193526 = -5394180.668163
  nChanged 4
		SP:Iteration 47Q (107560.040000 sec): 3 clusters
  Score: Raw -5397691.493124 + Penalty 3510.193526 = -5394181.299598
  nChanged 1
		SP:Iteration 48Q (107560.490000 sec): 3 clusters
  Score: Raw -5397691.901448 + Penalty 3510.193526 = -5394181.707922
  nChanged 1
		SP:Iteration 49Q (107560.850000 sec): 3 clusters
  Score: Raw -5397692.108230 + Penalty 3510.193526 = -5394181.914704
  nChanged 0
		SP:Iteration 50F (107561.300000 sec): 3 clusters
  Score: Raw -5397692.108230 + Penalty 3510.193526 = -5394181.914704
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107562.320000 sec): 2 clusters
  Score: Raw -20013056.581463 + Penalty 1964.797273 = -20011091.784190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107563.380000 sec): 3 clusters
  Score: Raw -19895299.646362 + Penalty 3929.594547 = -19891370.051815
  nChanged 86193
		SP:Iteration 1F (107564.490000 sec): 3 clusters
  Score: Raw -19947231.071168 + Penalty 3929.594547 = -19943301.476622
  nChanged 6573
		SP:Iteration 2Q (107565.810000 sec): 3 clusters
  Score: Raw -19949190.259230 + Penalty 3929.594547 = -19945260.664683
  nChanged 7423
		SP:Iteration 3Q (107567.270000 sec): 3 clusters
  Score: Raw -19951968.892504 + Penalty 3929.594547 = -19948039.297958
  nChanged 8903
		SP:Iteration 4Q (107568.590000 sec): 3 clusters
  Score: Raw -19956088.206921 + Penalty 3929.594547 = -19952158.612375
  nChanged 10279
		SP:Iteration 5F (107569.800000 sec): 3 clusters
  Score: Raw -19961789.194268 + Penalty 3929.594547 = -19957859.599721
  nChanged 11430
		SP:Iteration 6F (107571.160000 sec): 3 clusters
  Score: Raw -19969106.896811 + Penalty 3929.594547 = -19965177.302264
  nChanged 11886
		SP:Iteration 7F (107572.290000 sec): 3 clusters
  Score: Raw -19977776.282484 + Penalty 3929.594547 = -19973846.687937
  nChanged 11532
		SP:Iteration 8F (107573.490000 sec): 3 clusters
  Score: Raw -19986980.280422 + Penalty 3929.594547 = -19983050.685875
  nChanged 10106
		SP:Iteration 9F (107574.640000 sec): 3 clusters
  Score: Raw -19995310.414328 + Penalty 3929.594547 = -19991380.819782
  nChanged 7990
		SP:Iteration 10Q (107575.760000 sec): 3 clusters
  Score: Raw -20001989.225812 + Penalty 3929.594547 = -19998059.631266
  nChanged 5678
		SP:Iteration 11Q (107576.880000 sec): 3 clusters
  Score: Raw -20006587.127175 + Penalty 3929.594547 = -20002657.532629
  nChanged 3704
		SP:Iteration 12Q (107577.900000 sec): 3 clusters
  Score: Raw -20009423.433991 + Penalty 3929.594547 = -20005493.839445
  nChanged 2329
		SP:Iteration 13Q (107578.880000 sec): 3 clusters
  Score: Raw -20011072.303797 + Penalty 3929.594547 = -20007142.709250
  nChanged 1456
		SP:Iteration 14Q (107579.850000 sec): 3 clusters
  Score: Raw -20012023.250327 + Penalty 3929.594547 = -20008093.655780
  nChanged 845
		SP:Iteration 15Q (107580.800000 sec): 3 clusters
  Score: Raw -20012528.697396 + Penalty 3929.594547 = -20008599.102849
  nChanged 507
		SP:Iteration 16Q (107581.790000 sec): 3 clusters
  Score: Raw -20012820.291453 + Penalty 3929.594547 = -20008890.696906
  nChanged 300
		SP:Iteration 17Q (107582.760000 sec): 3 clusters
  Score: Raw -20012987.661123 + Penalty 3929.594547 = -20009058.066576
  nChanged 183
		SP:Iteration 18Q (107583.740000 sec): 3 clusters
  Score: Raw -20013090.663223 + Penalty 3929.594547 = -20009161.068677
  nChanged 134
		SP:Iteration 19Q (107584.720000 sec): 3 clusters
  Score: Raw -20013169.122666 + Penalty 3929.594547 = -20009239.528119
  nChanged 96
		SP:Iteration 20F (107585.800000 sec): 3 clusters
  Score: Raw -20013227.881685 + Penalty 3929.594547 = -20009298.287139
  nChanged 79
		SP:Iteration 21Q (107586.790000 sec): 3 clusters
  Score: Raw -20013275.191168 + Penalty 3929.594547 = -20009345.596621
  nChanged 61
		SP:Iteration 22Q (107587.790000 sec): 3 clusters
  Score: Raw -20013302.898401 + Penalty 3929.594547 = -20009373.303855
  nChanged 38
		SP:Iteration 23Q (107588.810000 sec): 3 clusters
  Score: Raw -20013326.703088 + Penalty 3929.594547 = -20009397.108541
  nChanged 41
		SP:Iteration 24Q (107589.770000 sec): 3 clusters
  Score: Raw -20013349.982829 + Penalty 3929.594547 = -20009420.388282
  nChanged 33
		SP:Iteration 25Q (107590.740000 sec): 3 clusters
  Score: Raw -20013366.138707 + Penalty 3929.594547 = -20009436.544160
  nChanged 20
		SP:Iteration 26Q (107591.820000 sec): 3 clusters
  Score: Raw -20013376.674474 + Penalty 3929.594547 = -20009447.079927
  nChanged 21
		SP:Iteration 27Q (107592.890000 sec): 3 clusters
  Score: Raw -20013385.366198 + Penalty 3929.594547 = -20009455.771651
  nChanged 12
		SP:Iteration 28Q (107593.910000 sec): 3 clusters
  Score: Raw -20013389.355124 + Penalty 3929.594547 = -20009459.760578
  nChanged 7
		SP:Iteration 29Q (107594.940000 sec): 3 clusters
  Score: Raw -20013392.443871 + Penalty 3929.594547 = -20009462.849324
  nChanged 6
		SP:Iteration 30Q (107595.940000 sec): 3 clusters
  Score: Raw -20013395.168968 + Penalty 3929.594547 = -20009465.574421
  nChanged 8
		SP:Iteration 31Q (107596.860000 sec): 3 clusters
  Score: Raw -20013398.586370 + Penalty 3929.594547 = -20009468.991823
  nChanged 9
		SP:Iteration 32Q (107597.740000 sec): 3 clusters
  Score: Raw -20013402.113520 + Penalty 3929.594547 = -20009472.518973
  nChanged 8
		SP:Iteration 33Q (107598.730000 sec): 3 clusters
  Score: Raw -20013404.321493 + Penalty 3929.594547 = -20009474.726947
  nChanged 4
		SP:Iteration 34Q (107599.730000 sec): 3 clusters
  Score: Raw -20013406.044940 + Penalty 3929.594547 = -20009476.450393
  nChanged 5
		SP:Iteration 35Q (107600.730000 sec): 3 clusters
  Score: Raw -20013408.199287 + Penalty 3929.594547 = -20009478.604741
  nChanged 3
		SP:Iteration 36Q (107601.740000 sec): 3 clusters
  Score: Raw -20013409.261407 + Penalty 3929.594547 = -20009479.666861
  nChanged 3
		SP:Iteration 37Q (107602.720000 sec): 3 clusters
  Score: Raw -20013410.507684 + Penalty 3929.594547 = -20009480.913138
  nChanged 7
		SP:Iteration 38Q (107603.730000 sec): 3 clusters
  Score: Raw -20013413.441786 + Penalty 3929.594547 = -20009483.847239
  nChanged 10
		SP:Iteration 39Q (107604.710000 sec): 3 clusters
  Score: Raw -20013418.743254 + Penalty 3929.594547 = -20009489.148707
  nChanged 12
		SP:Iteration 40F (107605.830000 sec): 3 clusters
  Score: Raw -20013424.996532 + Penalty 3929.594547 = -20009495.401986
  nChanged 13
		SP:Iteration 41Q (107606.820000 sec): 3 clusters
  Score: Raw -20013430.817894 + Penalty 3929.594547 = -20009501.223348
  nChanged 6
		SP:Iteration 42Q (107607.890000 sec): 3 clusters
  Score: Raw -20013433.439632 + Penalty 3929.594547 = -20009503.845085
  nChanged 5
		SP:Iteration 43Q (107608.860000 sec): 3 clusters
  Score: Raw -20013435.425083 + Penalty 3929.594547 = -20009505.830537
  nChanged 6
		SP:Iteration 44Q (107609.880000 sec): 3 clusters
  Score: Raw -20013437.794075 + Penalty 3929.594547 = -20009508.199528
  nChanged 3
		SP:Iteration 45Q (107611.000000 sec): 3 clusters
  Score: Raw -20013438.612653 + Penalty 3929.594547 = -20009509.018106
  nChanged 0
		SP:Iteration 46F (107612.180000 sec): 3 clusters
  Score: Raw -20013438.612653 + Penalty 3929.594547 = -20009509.018106
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107612.470000 sec): 2 clusters
  Score: Raw -2222743.156128 + Penalty 1625.989506 = -2221117.166623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107612.790000 sec): 3 clusters
  Score: Raw -2209350.567070 + Penalty 3251.979012 = -2206098.588059
  nChanged 9977
		SP:Iteration 1F (107613.170000 sec): 3 clusters
  Score: Raw -2215496.475503 + Penalty 3251.979012 = -2212244.496491
  nChanged 1538
		SP:Iteration 2F (107613.510000 sec): 3 clusters
  Score: Raw -2216441.903971 + Penalty 3251.979012 = -2213189.924960
  nChanged 1541
		SP:Iteration 3F (107613.860000 sec): 3 clusters
  Score: Raw -2217423.710325 + Penalty 3251.979012 = -2214171.731313
  nChanged 1460
		SP:Iteration 4F (107614.160000 sec): 3 clusters
  Score: Raw -2218398.463689 + Penalty 3251.979012 = -2215146.484678
  nChanged 1325
		SP:Iteration 5F (107614.470000 sec): 3 clusters
  Score: Raw -2219250.638543 + Penalty 3251.979012 = -2215998.659531
  nChanged 1149
		SP:Iteration 6F (107614.730000 sec): 3 clusters
  Score: Raw -2219998.073543 + Penalty 3251.979012 = -2216746.094532
  nChanged 983
		SP:Iteration 7Q (107615.080000 sec): 3 clusters
  Score: Raw -2220648.055734 + Penalty 3251.979012 = -2217396.076723
  nChanged 902
		SP:Iteration 8Q (107615.510000 sec): 3 clusters
  Score: Raw -2221276.414580 + Penalty 3251.979012 = -2218024.435569
  nChanged 787
		SP:Iteration 9Q (107615.810000 sec): 3 clusters
  Score: Raw -2221838.214741 + Penalty 3251.979012 = -2218586.235729
  nChanged 652
		SP:Iteration 10Q (107616.150000 sec): 3 clusters
  Score: Raw -2222316.477945 + Penalty 3251.979012 = -2219064.498934
  nChanged 517
		SP:Iteration 11Q (107616.500000 sec): 3 clusters
  Score: Raw -2222695.216164 + Penalty 3251.979012 = -2219443.237153
  nChanged 396
		SP:Iteration 12Q (107616.890000 sec): 3 clusters
  Score: Raw -2223010.119189 + Penalty 3251.979012 = -2219758.140178
  nChanged 301
		SP:Iteration 13Q (107617.150000 sec): 3 clusters
  Score: Raw -2223215.983183 + Penalty 3251.979012 = -2219964.004171
  nChanged 202
		SP:Iteration 14Q (107617.450000 sec): 3 clusters
  Score: Raw -2223348.937993 + Penalty 3251.979012 = -2220096.958982
  nChanged 140
		SP:Iteration 15Q (107617.790000 sec): 3 clusters
  Score: Raw -2223422.116091 + Penalty 3251.979012 = -2220170.137080
  nChanged 98
		SP:Iteration 16Q (107618.160000 sec): 3 clusters
  Score: Raw -2223468.736615 + Penalty 3251.979012 = -2220216.757604
  nChanged 85
		SP:Iteration 17Q (107618.450000 sec): 3 clusters
  Score: Raw -2223509.531297 + Penalty 3251.979012 = -2220257.552286
  nChanged 57
		SP:Iteration 18Q (107618.810000 sec): 3 clusters
  Score: Raw -2223533.963551 + Penalty 3251.979012 = -2220281.984539
  nChanged 36
		SP:Iteration 19Q (107619.080000 sec): 3 clusters
  Score: Raw -2223551.477434 + Penalty 3251.979012 = -2220299.498423
  nChanged 41
		SP:Iteration 20F (107619.460000 sec): 3 clusters
  Score: Raw -2223582.682094 + Penalty 3251.979012 = -2220330.703082
  nChanged 45
		SP:Iteration 21Q (107619.770000 sec): 3 clusters
  Score: Raw -2223605.915251 + Penalty 3251.979012 = -2220353.936239
  nChanged 43
		SP:Iteration 22Q (107620.120000 sec): 3 clusters
  Score: Raw -2223624.050091 + Penalty 3251.979012 = -2220372.071080
  nChanged 36
		SP:Iteration 23Q (107620.400000 sec): 3 clusters
  Score: Raw -2223647.390633 + Penalty 3251.979012 = -2220395.411622
  nChanged 37
		SP:Iteration 24Q (107620.750000 sec): 3 clusters
  Score: Raw -2223662.014327 + Penalty 3251.979012 = -2220410.035315
  nChanged 27
		SP:Iteration 25Q (107621.070000 sec): 3 clusters
  Score: Raw -2223672.884814 + Penalty 3251.979012 = -2220420.905802
  nChanged 33
		SP:Iteration 26Q (107621.350000 sec): 3 clusters
  Score: Raw -2223683.200883 + Penalty 3251.979012 = -2220431.221872
  nChanged 29
		SP:Iteration 27Q (107621.670000 sec): 3 clusters
  Score: Raw -2223696.044595 + Penalty 3251.979012 = -2220444.065584
  nChanged 34
		SP:Iteration 28Q (107621.930000 sec): 3 clusters
  Score: Raw -2223711.313035 + Penalty 3251.979012 = -2220459.334024
  nChanged 28
		SP:Iteration 29Q (107622.370000 sec): 3 clusters
  Score: Raw -2223720.013497 + Penalty 3251.979012 = -2220468.034486
  nChanged 22
		SP:Iteration 30Q (107622.700000 sec): 3 clusters
  Score: Raw -2223727.883861 + Penalty 3251.979012 = -2220475.904849
  nChanged 22
		SP:Iteration 31Q (107622.990000 sec): 3 clusters
  Score: Raw -2223736.951918 + Penalty 3251.979012 = -2220484.972906
  nChanged 19
		SP:Iteration 32Q (107623.310000 sec): 3 clusters
  Score: Raw -2223744.445365 + Penalty 3251.979012 = -2220492.466354
  nChanged 18
		SP:Iteration 33Q (107623.650000 sec): 3 clusters
  Score: Raw -2223748.716778 + Penalty 3251.979012 = -2220496.737766
  nChanged 9
		SP:Iteration 34Q (107623.920000 sec): 3 clusters
  Score: Raw -2223750.899337 + Penalty 3251.979012 = -2220498.920326
  nChanged 10
		SP:Iteration 35Q (107624.240000 sec): 3 clusters
  Score: Raw -2223753.160987 + Penalty 3251.979012 = -2220501.181975
  nChanged 9
		SP:Iteration 36Q (107624.520000 sec): 3 clusters
  Score: Raw -2223756.191320 + Penalty 3251.979012 = -2220504.212308
  nChanged 10
		SP:Iteration 37Q (107624.880000 sec): 3 clusters
  Score: Raw -2223759.308791 + Penalty 3251.979012 = -2220507.329779
  nChanged 10
		SP:Iteration 38Q (107625.210000 sec): 3 clusters
  Score: Raw -2223761.737978 + Penalty 3251.979012 = -2220509.758967
  nChanged 14
		SP:Iteration 39Q (107625.570000 sec): 3 clusters
  Score: Raw -2223765.696798 + Penalty 3251.979012 = -2220513.717787
  nChanged 12
		SP:Iteration 40F (107625.900000 sec): 3 clusters
  Score: Raw -2223773.642416 + Penalty 3251.979012 = -2220521.663405
  nChanged 17
		SP:Iteration 41Q (107626.200000 sec): 3 clusters
  Score: Raw -2223783.378994 + Penalty 3251.979012 = -2220531.399982
  nChanged 22
		SP:Iteration 42Q (107626.450000 sec): 3 clusters
  Score: Raw -2223790.477450 + Penalty 3251.979012 = -2220538.498439
  nChanged 22
		SP:Iteration 43Q (107626.690000 sec): 3 clusters
  Score: Raw -2223797.819302 + Penalty 3251.979012 = -2220545.840290
  nChanged 21
		SP:Iteration 44Q (107626.920000 sec): 3 clusters
  Score: Raw -2223806.501178 + Penalty 3251.979012 = -2220554.522167
  nChanged 19
		SP:Iteration 45Q (107627.190000 sec): 3 clusters
  Score: Raw -2223814.244306 + Penalty 3251.979012 = -2220562.265295
  nChanged 19
		SP:Iteration 46Q (107627.480000 sec): 3 clusters
  Score: Raw -2223822.475617 + Penalty 3251.979012 = -2220570.496606
  nChanged 14
		SP:Iteration 47Q (107627.770000 sec): 3 clusters
  Score: Raw -2223827.813611 + Penalty 3251.979012 = -2220575.834599
  nChanged 12
		SP:Iteration 48Q (107628.000000 sec): 3 clusters
  Score: Raw -2223831.183138 + Penalty 3251.979012 = -2220579.204126
  nChanged 12
		SP:Iteration 49Q (107628.310000 sec): 3 clusters
  Score: Raw -2223836.072635 + Penalty 3251.979012 = -2220584.093624
  nChanged 15
		SP:Iteration 50Q (107628.570000 sec): 3 clusters
  Score: Raw -2223839.381158 + Penalty 3251.979012 = -2220587.402147
  nChanged 10
		SP:Iteration 51Q (107628.890000 sec): 3 clusters
  Score: Raw -2223842.061097 + Penalty 3251.979012 = -2220590.082086
  nChanged 8
		SP:Iteration 52Q (107629.270000 sec): 3 clusters
  Score: Raw -2223844.372800 + Penalty 3251.979012 = -2220592.393788
  nChanged 11
		SP:Iteration 53Q (107629.560000 sec): 3 clusters
  Score: Raw -2223849.191338 + Penalty 3251.979012 = -2220597.212326
  nChanged 14
		SP:Iteration 54Q (107629.930000 sec): 3 clusters
  Score: Raw -2223855.877517 + Penalty 3251.979012 = -2220603.898505
  nChanged 11
		SP:Iteration 55Q (107630.240000 sec): 3 clusters
  Score: Raw -2223860.500253 + Penalty 3251.979012 = -2220608.521242
  nChanged 13
		SP:Iteration 56Q (107630.540000 sec): 3 clusters
  Score: Raw -2223862.559535 + Penalty 3251.979012 = -2220610.580523
  nChanged 12
		SP:Iteration 57Q (107630.910000 sec): 3 clusters
  Score: Raw -2223866.503030 + Penalty 3251.979012 = -2220614.524019
  nChanged 8
		SP:Iteration 58Q (107631.170000 sec): 3 clusters
  Score: Raw -2223868.852810 + Penalty 3251.979012 = -2220616.873799
  nChanged 6
		SP:Iteration 59Q (107631.450000 sec): 3 clusters
  Score: Raw -2223870.643483 + Penalty 3251.979012 = -2220618.664472
  nChanged 4
		SP:Iteration 60F (107631.860000 sec): 3 clusters
  Score: Raw -2223871.948573 + Penalty 3251.979012 = -2220619.969561
  nChanged 2
		SP:Iteration 61Q (107632.150000 sec): 3 clusters
  Score: Raw -2223872.818852 + Penalty 3251.979012 = -2220620.839841
  nChanged 3
		SP:Iteration 62Q (107632.460000 sec): 3 clusters
  Score: Raw -2223873.742388 + Penalty 3251.979012 = -2220621.763376
  nChanged 0
		SP:Iteration 63F (107632.830000 sec): 3 clusters
  Score: Raw -2223873.742388 + Penalty 3251.979012 = -2220621.763376
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107632.950000 sec): 2 clusters
  Score: Raw -1056266.077336 + Penalty 1473.226300 = -1054792.851036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107633.190000 sec): 3 clusters
  Score: Raw -1051379.732257 + Penalty 2946.452600 = -1048433.279657
  nChanged 3718
		SP:Iteration 1F (107633.500000 sec): 3 clusters
  Score: Raw -1053434.399101 + Penalty 2946.452600 = -1050487.946501
  nChanged 549
		SP:Iteration 2F (107633.740000 sec): 3 clusters
  Score: Raw -1053715.884473 + Penalty 2946.452600 = -1050769.431872
  nChanged 471
		SP:Iteration 3F (107633.950000 sec): 3 clusters
  Score: Raw -1053960.036505 + Penalty 2946.452600 = -1051013.583905
  nChanged 426
		SP:Iteration 4Q (107634.250000 sec): 3 clusters
  Score: Raw -1054184.405572 + Penalty 2946.452600 = -1051237.952971
  nChanged 413
		SP:Iteration 5Q (107634.460000 sec): 3 clusters
  Score: Raw -1054403.436895 + Penalty 2946.452600 = -1051456.984295
  nChanged 351
		SP:Iteration 6Q (107634.650000 sec): 3 clusters
  Score: Raw -1054598.563498 + Penalty 2946.452600 = -1051652.110898
  nChanged 372
		SP:Iteration 7Q (107634.900000 sec): 3 clusters
  Score: Raw -1054784.931978 + Penalty 2946.452600 = -1051838.479378
  nChanged 338
		SP:Iteration 8Q (107635.120000 sec): 3 clusters
  Score: Raw -1054943.787765 + Penalty 2946.452600 = -1051997.335165
  nChanged 304
		SP:Iteration 9Q (107635.350000 sec): 3 clusters
  Score: Raw -1055111.003112 + Penalty 2946.452600 = -1052164.550512
  nChanged 300
		SP:Iteration 10Q (107635.560000 sec): 3 clusters
  Score: Raw -1055267.698412 + Penalty 2946.452600 = -1052321.245812
  nChanged 296
		SP:Iteration 11Q (107635.820000 sec): 3 clusters
  Score: Raw -1055418.168490 + Penalty 2946.452600 = -1052471.715890
  nChanged 255
		SP:Iteration 12Q (107636.070000 sec): 3 clusters
  Score: Raw -1055540.559384 + Penalty 2946.452600 = -1052594.106783
  nChanged 202
		SP:Iteration 13Q (107636.260000 sec): 3 clusters
  Score: Raw -1055625.703006 + Penalty 2946.452600 = -1052679.250406
  nChanged 156
		SP:Iteration 14Q (107636.500000 sec): 3 clusters
  Score: Raw -1055694.507227 + Penalty 2946.452600 = -1052748.054627
  nChanged 139
		SP:Iteration 15Q (107636.720000 sec): 3 clusters
  Score: Raw -1055761.748088 + Penalty 2946.452600 = -1052815.295488
  nChanged 136
		SP:Iteration 16Q (107636.950000 sec): 3 clusters
  Score: Raw -1055826.298489 + Penalty 2946.452600 = -1052879.845889
  nChanged 127
		SP:Iteration 17Q (107637.160000 sec): 3 clusters
  Score: Raw -1055896.063403 + Penalty 2946.452600 = -1052949.610802
  nChanged 147
		SP:Iteration 18Q (107637.390000 sec): 3 clusters
  Score: Raw -1055974.116736 + Penalty 2946.452600 = -1053027.664136
  nChanged 113
		SP:Iteration 19Q (107637.630000 sec): 3 clusters
  Score: Raw -1056040.752062 + Penalty 2946.452600 = -1053094.299462
  nChanged 111
		SP:Iteration 20F (107637.870000 sec): 3 clusters
  Score: Raw -1056103.889320 + Penalty 2946.452600 = -1053157.436719
  nChanged 103
		SP:Iteration 21Q (107638.100000 sec): 3 clusters
  Score: Raw -1056184.533423 + Penalty 2946.452600 = -1053238.080822
  nChanged 110
		SP:Iteration 22Q (107638.340000 sec): 3 clusters
  Score: Raw -1056278.645730 + Penalty 2946.452600 = -1053332.193129
  nChanged 115
		SP:Iteration 23Q (107638.590000 sec): 3 clusters
  Score: Raw -1056376.179419 + Penalty 2946.452600 = -1053429.726818
  nChanged 110
		SP:Iteration 24Q (107638.870000 sec): 3 clusters
  Score: Raw -1056445.064061 + Penalty 2946.452600 = -1053498.611461
  nChanged 80
		SP:Iteration 25Q (107639.070000 sec): 3 clusters
  Score: Raw -1056493.337622 + Penalty 2946.452600 = -1053546.885022
  nChanged 76
		SP:Iteration 26Q (107639.270000 sec): 3 clusters
  Score: Raw -1056530.845059 + Penalty 2946.452600 = -1053584.392458
  nChanged 56
		SP:Iteration 27Q (107639.540000 sec): 3 clusters
  Score: Raw -1056566.700405 + Penalty 2946.452600 = -1053620.247805
  nChanged 59
		SP:Iteration 28Q (107639.790000 sec): 3 clusters
  Score: Raw -1056615.618382 + Penalty 2946.452600 = -1053669.165781
  nChanged 66
		SP:Iteration 29Q (107640.020000 sec): 3 clusters
  Score: Raw -1056661.378443 + Penalty 2946.452600 = -1053714.925843
  nChanged 58
		SP:Iteration 30Q (107640.280000 sec): 3 clusters
  Score: Raw -1056697.908687 + Penalty 2946.452600 = -1053751.456087
  nChanged 51
		SP:Iteration 31Q (107640.480000 sec): 3 clusters
  Score: Raw -1056726.827460 + Penalty 2946.452600 = -1053780.374860
  nChanged 43
		SP:Iteration 32Q (107640.740000 sec): 3 clusters
  Score: Raw -1056743.509794 + Penalty 2946.452600 = -1053797.057193
  nChanged 16
		SP:Iteration 33Q (107640.980000 sec): 3 clusters
  Score: Raw -1056749.360544 + Penalty 2946.452600 = -1053802.907944
  nChanged 17
		SP:Iteration 34Q (107641.210000 sec): 3 clusters
  Score: Raw -1056757.530973 + Penalty 2946.452600 = -1053811.078373
  nChanged 18
		SP:Iteration 35Q (107641.420000 sec): 3 clusters
  Score: Raw -1056765.309164 + Penalty 2946.452600 = -1053818.856564
  nChanged 18
		SP:Iteration 36Q (107641.610000 sec): 3 clusters
  Score: Raw -1056770.327229 + Penalty 2946.452600 = -1053823.874628
  nChanged 16
		SP:Iteration 37Q (107641.840000 sec): 3 clusters
  Score: Raw -1056777.912651 + Penalty 2946.452600 = -1053831.460050
  nChanged 14
		SP:Iteration 38Q (107642.100000 sec): 3 clusters
  Score: Raw -1056782.588389 + Penalty 2946.452600 = -1053836.135789
  nChanged 11
		SP:Iteration 39Q (107642.290000 sec): 3 clusters
  Score: Raw -1056786.204817 + Penalty 2946.452600 = -1053839.752216
  nChanged 9
		SP:Iteration 40F (107642.550000 sec): 3 clusters
  Score: Raw -1056789.084854 + Penalty 2946.452600 = -1053842.632254
  nChanged 7
		SP:Iteration 41Q (107642.780000 sec): 3 clusters
  Score: Raw -1056791.277410 + Penalty 2946.452600 = -1053844.824810
  nChanged 6
		SP:Iteration 42Q (107643.000000 sec): 3 clusters
  Score: Raw -1056792.690336 + Penalty 2946.452600 = -1053846.237736
  nChanged 3
		SP:Iteration 43Q (107643.170000 sec): 3 clusters
  Score: Raw -1056793.457515 + Penalty 2946.452600 = -1053847.004914
  nChanged 4
		SP:Iteration 44Q (107643.380000 sec): 3 clusters
  Score: Raw -1056794.387185 + Penalty 2946.452600 = -1053847.934585
  nChanged 6
		SP:Iteration 45Q (107643.580000 sec): 3 clusters
  Score: Raw -1056795.740962 + Penalty 2946.452600 = -1053849.288362
  nChanged 2
		SP:Iteration 46Q (107643.830000 sec): 3 clusters
  Score: Raw -1056796.205658 + Penalty 2946.452600 = -1053849.753057
  nChanged 0
		SP:Iteration 47F (107644.030000 sec): 3 clusters
  Score: Raw -1056796.205658 + Penalty 2946.452600 = -1053849.753057
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107644.280000 sec): 2 clusters
  Score: Raw -2766828.064293 + Penalty 1640.299250 = -2765187.765042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107644.670000 sec): 3 clusters
  Score: Raw -2752046.684354 + Penalty 3280.598501 = -2748766.085853
  nChanged 11057
		SP:Iteration 1F (107645.000000 sec): 3 clusters
  Score: Raw -2758092.476691 + Penalty 3280.598501 = -2754811.878190
  nChanged 1114
		SP:Iteration 2Q (107645.340000 sec): 3 clusters
  Score: Raw -2758442.109340 + Penalty 3280.598501 = -2755161.510839
  nChanged 990
		SP:Iteration 3Q (107645.700000 sec): 3 clusters
  Score: Raw -2758761.735950 + Penalty 3280.598501 = -2755481.137449
  nChanged 1004
		SP:Iteration 4Q (107646.050000 sec): 3 clusters
  Score: Raw -2759102.566346 + Penalty 3280.598501 = -2755821.967845
  nChanged 1034
		SP:Iteration 5Q (107646.510000 sec): 3 clusters
  Score: Raw -2759513.162204 + Penalty 3280.598501 = -2756232.563703
  nChanged 1199
		SP:Iteration 6Q (107646.920000 sec): 3 clusters
  Score: Raw -2760127.318194 + Penalty 3280.598501 = -2756846.719693
  nChanged 1494
		SP:Iteration 7F (107647.260000 sec): 3 clusters
  Score: Raw -2761078.138931 + Penalty 3280.598501 = -2757797.540430
  nChanged 1723
		SP:Iteration 8F (107647.610000 sec): 3 clusters
  Score: Raw -2762354.135333 + Penalty 3280.598501 = -2759073.536832
  nChanged 1705
		SP:Iteration 9F (107647.950000 sec): 3 clusters
  Score: Raw -2763725.273029 + Penalty 3280.598501 = -2760444.674528
  nChanged 1381
		SP:Iteration 10F (107648.340000 sec): 3 clusters
  Score: Raw -2764906.141259 + Penalty 3280.598501 = -2761625.542758
  nChanged 966
		SP:Iteration 11Q (107648.710000 sec): 3 clusters
  Score: Raw -2765812.532916 + Penalty 3280.598501 = -2762531.934415
  nChanged 572
		SP:Iteration 12Q (107649.070000 sec): 3 clusters
  Score: Raw -2766384.484140 + Penalty 3280.598501 = -2763103.885639
  nChanged 335
		SP:Iteration 13Q (107649.370000 sec): 3 clusters
  Score: Raw -2766702.654050 + Penalty 3280.598501 = -2763422.055549
  nChanged 256
		SP:Iteration 14Q (107649.730000 sec): 3 clusters
  Score: Raw -2766864.426973 + Penalty 3280.598501 = -2763583.828472
  nChanged 169
		SP:Iteration 15Q (107650.060000 sec): 3 clusters
  Score: Raw -2766957.285525 + Penalty 3280.598501 = -2763676.687024
  nChanged 130
		SP:Iteration 16Q (107650.370000 sec): 3 clusters
  Score: Raw -2767032.200899 + Penalty 3280.598501 = -2763751.602398
  nChanged 104
		SP:Iteration 17Q (107650.740000 sec): 3 clusters
  Score: Raw -2767082.684842 + Penalty 3280.598501 = -2763802.086341
  nChanged 70
		SP:Iteration 18Q (107651.060000 sec): 3 clusters
  Score: Raw -2767119.234843 + Penalty 3280.598501 = -2763838.636342
  nChanged 76
		SP:Iteration 19Q (107651.430000 sec): 3 clusters
  Score: Raw -2767157.891200 + Penalty 3280.598501 = -2763877.292699
  nChanged 59
		SP:Iteration 20F (107651.790000 sec): 3 clusters
  Score: Raw -2767183.910291 + Penalty 3280.598501 = -2763903.311791
  nChanged 41
		SP:Iteration 21Q (107652.110000 sec): 3 clusters
  Score: Raw -2767202.825010 + Penalty 3280.598501 = -2763922.226509
  nChanged 41
		SP:Iteration 22Q (107652.450000 sec): 3 clusters
  Score: Raw -2767217.704445 + Penalty 3280.598501 = -2763937.105944
  nChanged 31
		SP:Iteration 23Q (107652.720000 sec): 3 clusters
  Score: Raw -2767229.788482 + Penalty 3280.598501 = -2763949.189981
  nChanged 22
		SP:Iteration 24Q (107653.050000 sec): 3 clusters
  Score: Raw -2767237.867894 + Penalty 3280.598501 = -2763957.269393
  nChanged 21
		SP:Iteration 25Q (107653.330000 sec): 3 clusters
  Score: Raw -2767244.478864 + Penalty 3280.598501 = -2763963.880363
  nChanged 16
		SP:Iteration 26Q (107653.630000 sec): 3 clusters
  Score: Raw -2767249.751311 + Penalty 3280.598501 = -2763969.152810
  nChanged 17
		SP:Iteration 27Q (107653.970000 sec): 3 clusters
  Score: Raw -2767255.716701 + Penalty 3280.598501 = -2763975.118200
  nChanged 16
		SP:Iteration 28Q (107654.240000 sec): 3 clusters
  Score: Raw -2767260.938806 + Penalty 3280.598501 = -2763980.340305
  nChanged 10
		SP:Iteration 29Q (107654.500000 sec): 3 clusters
  Score: Raw -2767264.420927 + Penalty 3280.598501 = -2763983.822426
  nChanged 20
		SP:Iteration 30Q (107654.820000 sec): 3 clusters
  Score: Raw -2767272.024513 + Penalty 3280.598501 = -2763991.426012
  nChanged 16
		SP:Iteration 31Q (107655.100000 sec): 3 clusters
  Score: Raw -2767277.087987 + Penalty 3280.598501 = -2763996.489486
  nChanged 12
		SP:Iteration 32Q (107655.380000 sec): 3 clusters
  Score: Raw -2767281.304141 + Penalty 3280.598501 = -2764000.705640
  nChanged 16
		SP:Iteration 33Q (107655.730000 sec): 3 clusters
  Score: Raw -2767287.128697 + Penalty 3280.598501 = -2764006.530196
  nChanged 10
		SP:Iteration 34Q (107656.010000 sec): 3 clusters
  Score: Raw -2767289.415628 + Penalty 3280.598501 = -2764008.817127
  nChanged 5
		SP:Iteration 35Q (107656.370000 sec): 3 clusters
  Score: Raw -2767290.534196 + Penalty 3280.598501 = -2764009.935695
  nChanged 7
		SP:Iteration 36Q (107656.710000 sec): 3 clusters
  Score: Raw -2767293.273440 + Penalty 3280.598501 = -2764012.674939
  nChanged 13
		SP:Iteration 37Q (107657.090000 sec): 3 clusters
  Score: Raw -2767297.479694 + Penalty 3280.598501 = -2764016.881193
  nChanged 10
		SP:Iteration 38Q (107657.420000 sec): 3 clusters
  Score: Raw -2767300.917877 + Penalty 3280.598501 = -2764020.319376
  nChanged 10
		SP:Iteration 39Q (107657.690000 sec): 3 clusters
  Score: Raw -2767303.377354 + Penalty 3280.598501 = -2764022.778853
  nChanged 7
		SP:Iteration 40F (107658.020000 sec): 3 clusters
  Score: Raw -2767305.795623 + Penalty 3280.598501 = -2764025.197122
  nChanged 10
		SP:Iteration 41Q (107658.390000 sec): 3 clusters
  Score: Raw -2767308.620722 + Penalty 3280.598501 = -2764028.022221
  nChanged 5
		SP:Iteration 42Q (107658.690000 sec): 3 clusters
  Score: Raw -2767310.173632 + Penalty 3280.598501 = -2764029.575131
  nChanged 5
		SP:Iteration 43Q (107658.990000 sec): 3 clusters
  Score: Raw -2767311.272165 + Penalty 3280.598501 = -2764030.673664
  nChanged 4
		SP:Iteration 44Q (107659.360000 sec): 3 clusters
  Score: Raw -2767312.188130 + Penalty 3280.598501 = -2764031.589629
  nChanged 4
		SP:Iteration 45Q (107659.660000 sec): 3 clusters
  Score: Raw -2767313.958929 + Penalty 3280.598501 = -2764033.360428
  nChanged 3
		SP:Iteration 46Q (107659.960000 sec): 3 clusters
  Score: Raw -2767314.691061 + Penalty 3280.598501 = -2764034.092560
  nChanged 0
		SP:Iteration 47F (107660.290000 sec): 3 clusters
  Score: Raw -2767314.691061 + Penalty 3280.598501 = -2764034.092560
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107660.420000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107660.600000 sec): 3 clusters
  Score: Raw -55168.800460 + Penalty 1996.860331 = -53171.940129
  nChanged 101
		SP:Iteration 1F (107660.700000 sec): 3 clusters
  Score: Raw -55343.030980 + Penalty 1996.860331 = -53346.170649
  nChanged 32
		SP:Iteration 2F (107660.910000 sec): 3 clusters
  Score: Raw -55396.383752 + Penalty 1996.860331 = -53399.523421
  nChanged 12
		SP:Iteration 3Q (107661.090000 sec): 3 clusters
  Score: Raw -55417.549648 + Penalty 1996.860331 = -53420.689317
  nChanged 13
		SP:Iteration 4Q (107661.320000 sec): 3 clusters
  Score: Raw -55439.797383 + Penalty 1996.860331 = -53442.937052
  nChanged 4
		SP:Iteration 5Q (107661.490000 sec): 3 clusters
  Score: Raw -55451.156480 + Penalty 1996.860331 = -53454.296149
  nChanged 5
		SP:Iteration 6Q (107661.640000 sec): 3 clusters
  Score: Raw -55464.280415 + Penalty 1996.860331 = -53467.420084
  nChanged 4
		SP:Iteration 7Q (107661.830000 sec): 3 clusters
  Score: Raw -55473.004047 + Penalty 1996.860331 = -53476.143715
  nChanged 2
		SP:Iteration 8Q (107662.030000 sec): 3 clusters
  Score: Raw -55477.224670 + Penalty 1996.860331 = -53480.364339
  nChanged 4
		SP:Iteration 9Q (107662.140000 sec): 3 clusters
  Score: Raw -55481.727011 + Penalty 1996.860331 = -53484.866680
  nChanged 2
		SP:Iteration 10Q (107662.320000 sec): 3 clusters
  Score: Raw -55488.060928 + Penalty 1996.860331 = -53491.200597
  nChanged 2
		SP:Iteration 11Q (107662.510000 sec): 3 clusters
  Score: Raw -55490.463960 + Penalty 1996.860331 = -53493.603629
  nChanged 2
		SP:Iteration 12Q (107662.650000 sec): 3 clusters
  Score: Raw -55499.578451 + Penalty 1996.860331 = -53502.718120
  nChanged 0
		SP:Iteration 13F (107662.810000 sec): 3 clusters
  Score: Raw -55499.578451 + Penalty 1996.860331 = -53502.718120
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107663.090000 sec): 2 clusters
  Score: Raw -3128380.430616 + Penalty 1658.600494 = -3126721.830123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107663.520000 sec): 3 clusters
  Score: Raw -3111780.553309 + Penalty 3317.200987 = -3108463.352322
  nChanged 12503
		SP:Iteration 1F (107663.880000 sec): 3 clusters
  Score: Raw -3118997.890000 + Penalty 3317.200987 = -3115680.689013
  nChanged 1499
		SP:Iteration 2F (107664.240000 sec): 3 clusters
  Score: Raw -3119620.417606 + Penalty 3317.200987 = -3116303.216618
  nChanged 1413
		SP:Iteration 3F (107664.650000 sec): 3 clusters
  Score: Raw -3120288.871256 + Penalty 3317.200987 = -3116971.670269
  nChanged 1452
		SP:Iteration 4F (107664.980000 sec): 3 clusters
  Score: Raw -3121023.045112 + Penalty 3317.200987 = -3117705.844125
  nChanged 1453
		SP:Iteration 5F (107665.330000 sec): 3 clusters
  Score: Raw -3121829.608050 + Penalty 3317.200987 = -3118512.407063
  nChanged 1429
		SP:Iteration 6F (107665.670000 sec): 3 clusters
  Score: Raw -3122605.343939 + Penalty 3317.200987 = -3119288.142952
  nChanged 1341
		SP:Iteration 7Q (107665.970000 sec): 3 clusters
  Score: Raw -3123319.397634 + Penalty 3317.200987 = -3120002.196647
  nChanged 1194
		SP:Iteration 8Q (107666.370000 sec): 3 clusters
  Score: Raw -3123907.676672 + Penalty 3317.200987 = -3120590.475684
  nChanged 1036
		SP:Iteration 9Q (107666.830000 sec): 3 clusters
  Score: Raw -3124352.928756 + Penalty 3317.200987 = -3121035.727769
  nChanged 849
		SP:Iteration 10Q (107667.270000 sec): 3 clusters
  Score: Raw -3124693.315309 + Penalty 3317.200987 = -3121376.114322
  nChanged 715
		SP:Iteration 11Q (107667.660000 sec): 3 clusters
  Score: Raw -3124942.139971 + Penalty 3317.200987 = -3121624.938984
  nChanged 662
		SP:Iteration 12Q (107667.970000 sec): 3 clusters
  Score: Raw -3125163.214577 + Penalty 3317.200987 = -3121846.013589
  nChanged 568
		SP:Iteration 13Q (107668.360000 sec): 3 clusters
  Score: Raw -3125339.791201 + Penalty 3317.200987 = -3122022.590213
  nChanged 467
		SP:Iteration 14Q (107668.700000 sec): 3 clusters
  Score: Raw -3125466.057907 + Penalty 3317.200987 = -3122148.856920
  nChanged 407
		SP:Iteration 15Q (107669.030000 sec): 3 clusters
  Score: Raw -3125567.651230 + Penalty 3317.200987 = -3122250.450242
  nChanged 373
		SP:Iteration 16Q (107669.380000 sec): 3 clusters
  Score: Raw -3125667.757872 + Penalty 3317.200987 = -3122350.556885
  nChanged 320
		SP:Iteration 17Q (107669.780000 sec): 3 clusters
  Score: Raw -3125751.009762 + Penalty 3317.200987 = -3122433.808774
  nChanged 307
		SP:Iteration 18Q (107670.200000 sec): 3 clusters
  Score: Raw -3125823.150034 + Penalty 3317.200987 = -3122505.949047
  nChanged 284
		SP:Iteration 19Q (107670.570000 sec): 3 clusters
  Score: Raw -3125896.940529 + Penalty 3317.200987 = -3122579.739542
  nChanged 301
		SP:Iteration 20F (107671.010000 sec): 3 clusters
  Score: Raw -3125980.393254 + Penalty 3317.200987 = -3122663.192266
  nChanged 282
		SP:Iteration 21Q (107671.350000 sec): 3 clusters
  Score: Raw -3126059.002600 + Penalty 3317.200987 = -3122741.801612
  nChanged 290
		SP:Iteration 22Q (107671.650000 sec): 3 clusters
  Score: Raw -3126136.278909 + Penalty 3317.200987 = -3122819.077922
  nChanged 270
		SP:Iteration 23Q (107671.950000 sec): 3 clusters
  Score: Raw -3126197.780422 + Penalty 3317.200987 = -3122880.579435
  nChanged 247
		SP:Iteration 24Q (107672.210000 sec): 3 clusters
  Score: Raw -3126255.411333 + Penalty 3317.200987 = -3122938.210346
  nChanged 221
		SP:Iteration 25Q (107672.500000 sec): 3 clusters
  Score: Raw -3126298.761265 + Penalty 3317.200987 = -3122981.560278
  nChanged 209
		SP:Iteration 26Q (107672.820000 sec): 3 clusters
  Score: Raw -3126338.257404 + Penalty 3317.200987 = -3123021.056417
  nChanged 184
		SP:Iteration 27Q (107673.210000 sec): 3 clusters
  Score: Raw -3126371.400974 + Penalty 3317.200987 = -3123054.199987
  nChanged 187
		SP:Iteration 28Q (107673.500000 sec): 3 clusters
  Score: Raw -3126405.047563 + Penalty 3317.200987 = -3123087.846576
  nChanged 170
		SP:Iteration 29Q (107673.820000 sec): 3 clusters
  Score: Raw -3126433.982937 + Penalty 3317.200987 = -3123116.781950
  nChanged 176
		SP:Iteration 30Q (107674.190000 sec): 3 clusters
  Score: Raw -3126467.936859 + Penalty 3317.200987 = -3123150.735872
  nChanged 202
		SP:Iteration 31Q (107674.580000 sec): 3 clusters
  Score: Raw -3126510.213395 + Penalty 3317.200987 = -3123193.012408
  nChanged 212
		SP:Iteration 32Q (107674.950000 sec): 3 clusters
  Score: Raw -3126552.991293 + Penalty 3317.200987 = -3123235.790306
  nChanged 229
		SP:Iteration 33Q (107675.320000 sec): 3 clusters
  Score: Raw -3126599.186632 + Penalty 3317.200987 = -3123281.985644
  nChanged 214
		SP:Iteration 34Q (107675.700000 sec): 3 clusters
  Score: Raw -3126642.596856 + Penalty 3317.200987 = -3123325.395869
  nChanged 232
		SP:Iteration 35Q (107676.040000 sec): 3 clusters
  Score: Raw -3126695.942336 + Penalty 3317.200987 = -3123378.741349
  nChanged 248
		SP:Iteration 36Q (107676.390000 sec): 3 clusters
  Score: Raw -3126754.681965 + Penalty 3317.200987 = -3123437.480978
  nChanged 247
		SP:Iteration 37Q (107676.770000 sec): 3 clusters
  Score: Raw -3126812.476241 + Penalty 3317.200987 = -3123495.275254
  nChanged 267
		SP:Iteration 38Q (107677.120000 sec): 3 clusters
  Score: Raw -3126880.848070 + Penalty 3317.200987 = -3123563.647083
  nChanged 294
		SP:Iteration 39Q (107677.520000 sec): 3 clusters
  Score: Raw -3126955.965064 + Penalty 3317.200987 = -3123638.764077
  nChanged 315
		SP:Iteration 40F (107677.890000 sec): 3 clusters
  Score: Raw -3127044.934865 + Penalty 3317.200987 = -3123727.733878
  nChanged 344
		SP:Iteration 41Q (107678.290000 sec): 3 clusters
  Score: Raw -3127159.953258 + Penalty 3317.200987 = -3123842.752271
  nChanged 382
		SP:Iteration 42Q (107678.610000 sec): 3 clusters
  Score: Raw -3127298.509902 + Penalty 3317.200987 = -3123981.308915
  nChanged 398
		SP:Iteration 43Q (107678.970000 sec): 3 clusters
  Score: Raw -3127451.843520 + Penalty 3317.200987 = -3124134.642533
  nChanged 410
		SP:Iteration 44Q (107679.290000 sec): 3 clusters
  Score: Raw -3127629.148440 + Penalty 3317.200987 = -3124311.947453
  nChanged 438
		SP:Iteration 45Q (107679.670000 sec): 3 clusters
  Score: Raw -3127828.083199 + Penalty 3317.200987 = -3124510.882212
  nChanged 449
		SP:Iteration 46Q (107680.030000 sec): 3 clusters
  Score: Raw -3128032.144724 + Penalty 3317.200987 = -3124714.943737
  nChanged 397
		SP:Iteration 47Q (107680.310000 sec): 3 clusters
  Score: Raw -3128229.999153 + Penalty 3317.200987 = -3124912.798166
  nChanged 423
		SP:Iteration 48Q (107680.670000 sec): 3 clusters
  Score: Raw -3128452.739164 + Penalty 3317.200987 = -3125135.538177
  nChanged 397
		SP:Iteration 49Q (107681.010000 sec): 3 clusters
  Score: Raw -3128645.718388 + Penalty 3317.200987 = -3125328.517401
  nChanged 342
		SP:Iteration 50Q (107681.350000 sec): 3 clusters
  Score: Raw -3128806.336168 + Penalty 3317.200987 = -3125489.135181
  nChanged 296
		SP:Iteration 51Q (107681.690000 sec): 3 clusters
  Score: Raw -3128945.976489 + Penalty 3317.200987 = -3125628.775502
  nChanged 268
		SP:Iteration 52Q (107682.060000 sec): 3 clusters
  Score: Raw -3129079.579131 + Penalty 3317.200987 = -3125762.378144
  nChanged 262
		SP:Iteration 53Q (107682.390000 sec): 3 clusters
  Score: Raw -3129204.188360 + Penalty 3317.200987 = -3125886.987373
  nChanged 224
		SP:Iteration 54Q (107682.680000 sec): 3 clusters
  Score: Raw -3129301.682062 + Penalty 3317.200987 = -3125984.481074
  nChanged 178
		SP:Iteration 55Q (107683.020000 sec): 3 clusters
  Score: Raw -3129385.077670 + Penalty 3317.200987 = -3126067.876683
  nChanged 152
		SP:Iteration 56Q (107683.300000 sec): 3 clusters
  Score: Raw -3129444.734204 + Penalty 3317.200987 = -3126127.533217
  nChanged 120
		SP:Iteration 57Q (107683.660000 sec): 3 clusters
  Score: Raw -3129484.152052 + Penalty 3317.200987 = -3126166.951065
  nChanged 94
		SP:Iteration 58Q (107683.930000 sec): 3 clusters
  Score: Raw -3129510.942252 + Penalty 3317.200987 = -3126193.741265
  nChanged 76
		SP:Iteration 59Q (107684.250000 sec): 3 clusters
  Score: Raw -3129531.478979 + Penalty 3317.200987 = -3126214.277991
  nChanged 57
		SP:Iteration 60F (107684.620000 sec): 3 clusters
  Score: Raw -3129546.233324 + Penalty 3317.200987 = -3126229.032337
  nChanged 39
		SP:Iteration 61Q (107684.920000 sec): 3 clusters
  Score: Raw -3129556.210706 + Penalty 3317.200987 = -3126239.009719
  nChanged 40
		SP:Iteration 62Q (107685.230000 sec): 3 clusters
  Score: Raw -3129565.766203 + Penalty 3317.200987 = -3126248.565216
  nChanged 27
		SP:Iteration 63Q (107685.590000 sec): 3 clusters
  Score: Raw -3129572.099851 + Penalty 3317.200987 = -3126254.898864
  nChanged 33
		SP:Iteration 64Q (107685.930000 sec): 3 clusters
  Score: Raw -3129578.812608 + Penalty 3317.200987 = -3126261.611621
  nChanged 27
		SP:Iteration 65Q (107686.200000 sec): 3 clusters
  Score: Raw -3129585.261825 + Penalty 3317.200987 = -3126268.060838
  nChanged 25
		SP:Iteration 66Q (107686.470000 sec): 3 clusters
  Score: Raw -3129590.504700 + Penalty 3317.200987 = -3126273.303713
  nChanged 20
		SP:Iteration 67Q (107686.830000 sec): 3 clusters
  Score: Raw -3129594.789367 + Penalty 3317.200987 = -3126277.588380
  nChanged 15
		SP:Iteration 68Q (107687.120000 sec): 3 clusters
  Score: Raw -3129598.161288 + Penalty 3317.200987 = -3126280.960301
  nChanged 16
		SP:Iteration 69Q (107687.460000 sec): 3 clusters
  Score: Raw -3129602.107596 + Penalty 3317.200987 = -3126284.906609
  nChanged 17
		SP:Iteration 70Q (107687.790000 sec): 3 clusters
  Score: Raw -3129605.554298 + Penalty 3317.200987 = -3126288.353311
  nChanged 14
		SP:Iteration 71Q (107688.130000 sec): 3 clusters
  Score: Raw -3129608.757597 + Penalty 3317.200987 = -3126291.556610
  nChanged 18
		SP:Iteration 72Q (107688.450000 sec): 3 clusters
  Score: Raw -3129611.984277 + Penalty 3317.200987 = -3126294.783290
  nChanged 16
		SP:Iteration 73Q (107688.790000 sec): 3 clusters
  Score: Raw -3129614.821027 + Penalty 3317.200987 = -3126297.620040
  nChanged 11
		SP:Iteration 74Q (107689.120000 sec): 3 clusters
  Score: Raw -3129617.435660 + Penalty 3317.200987 = -3126300.234673
  nChanged 10
		SP:Iteration 75Q (107689.480000 sec): 3 clusters
  Score: Raw -3129620.042522 + Penalty 3317.200987 = -3126302.841535
  nChanged 22
		SP:Iteration 76Q (107689.790000 sec): 3 clusters
  Score: Raw -3129625.941068 + Penalty 3317.200987 = -3126308.740081
  nChanged 16
		SP:Iteration 77Q (107690.090000 sec): 3 clusters
  Score: Raw -3129629.590984 + Penalty 3317.200987 = -3126312.389997
  nChanged 9
		SP:Iteration 78Q (107690.400000 sec): 3 clusters
  Score: Raw -3129631.162266 + Penalty 3317.200987 = -3126313.961279
  nChanged 5
		SP:Iteration 79Q (107690.760000 sec): 3 clusters
  Score: Raw -3129632.264614 + Penalty 3317.200987 = -3126315.063627
  nChanged 10
		SP:Iteration 80F (107691.080000 sec): 3 clusters
  Score: Raw -3129633.915269 + Penalty 3317.200987 = -3126316.714282
  nChanged 5
		SP:Iteration 81Q (107691.420000 sec): 3 clusters
  Score: Raw -3129634.647237 + Penalty 3317.200987 = -3126317.446250
  nChanged 0
		SP:Iteration 82F (107691.740000 sec): 3 clusters
  Score: Raw -3129634.647237 + Penalty 3317.200987 = -3126317.446250
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107691.880000 sec): 2 clusters
  Score: Raw -43762.826522 + Penalty 984.227402 = -42778.599119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107692.100000 sec): 3 clusters
  Score: Raw -43792.520649 + Penalty 1968.454804 = -41824.065845
  nChanged 92
		SP:Iteration 1F (107692.280000 sec): 3 clusters
  Score: Raw -43972.465870 + Penalty 1968.454804 = -42004.011065
  nChanged 27
		SP:Iteration 2F (107692.480000 sec): 3 clusters
  Score: Raw -44025.013067 + Penalty 1968.454804 = -42056.558263
  nChanged 13
		SP:Iteration 3Q (107692.680000 sec): 3 clusters
  Score: Raw -44062.587637 + Penalty 1968.454804 = -42094.132832
  nChanged 7
		SP:Iteration 4Q (107692.870000 sec): 3 clusters
  Score: Raw -44074.687165 + Penalty 1968.454804 = -42106.232361
  nChanged 5
		SP:Iteration 5Q (107693.040000 sec): 3 clusters
  Score: Raw -44085.647146 + Penalty 1968.454804 = -42117.192342
  nChanged 3
		SP:Iteration 6Q (107693.230000 sec): 3 clusters
  Score: Raw -44098.890633 + Penalty 1968.454804 = -42130.435829
  nChanged 7
		SP:Iteration 7Q (107693.440000 sec): 3 clusters
  Score: Raw -44121.043272 + Penalty 1968.454804 = -42152.588467
  nChanged 5
		SP:Iteration 8Q (107693.630000 sec): 3 clusters
  Score: Raw -44131.613893 + Penalty 1968.454804 = -42163.159089
  nChanged 1
		SP:Iteration 9Q (107693.800000 sec): 3 clusters
  Score: Raw -44132.532197 + Penalty 1968.454804 = -42164.077393
  nChanged 0
		SP:Iteration 10F (107693.980000 sec): 3 clusters
  Score: Raw -44132.532197 + Penalty 1968.454804 = -42164.077393
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (3890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107694.100000 sec): 2 clusters
  Score: Raw -458973.687698 + Penalty 1343.251721 = -457630.435977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107694.300000 sec): 3 clusters
  Score: Raw -457046.755056 + Penalty 2686.503442 = -454360.251615
  nChanged 1510
		SP:Iteration 1F (107694.550000 sec): 3 clusters
  Score: Raw -457899.941538 + Penalty 2686.503442 = -455213.438096
  nChanged 276
		SP:Iteration 2F (107694.750000 sec): 3 clusters
  Score: Raw -458036.397981 + Penalty 2686.503442 = -455349.894539
  nChanged 165
		SP:Iteration 3Q (107694.910000 sec): 3 clusters
  Score: Raw -458101.364846 + Penalty 2686.503442 = -455414.861405
  nChanged 115
		SP:Iteration 4Q (107695.110000 sec): 3 clusters
  Score: Raw -458154.663461 + Penalty 2686.503442 = -455468.160020
  nChanged 103
		SP:Iteration 5Q (107695.260000 sec): 3 clusters
  Score: Raw -458196.529991 + Penalty 2686.503442 = -455510.026550
  nChanged 92
		SP:Iteration 6Q (107695.420000 sec): 3 clusters
  Score: Raw -458234.660741 + Penalty 2686.503442 = -455548.157299
  nChanged 73
		SP:Iteration 7Q (107695.620000 sec): 3 clusters
  Score: Raw -458264.168809 + Penalty 2686.503442 = -455577.665367
  nChanged 68
		SP:Iteration 8Q (107695.780000 sec): 3 clusters
  Score: Raw -458290.835993 + Penalty 2686.503442 = -455604.332551
  nChanged 74
		SP:Iteration 9Q (107695.940000 sec): 3 clusters
  Score: Raw -458323.083145 + Penalty 2686.503442 = -455636.579703
  nChanged 65
		SP:Iteration 10Q (107696.090000 sec): 3 clusters
  Score: Raw -458354.114090 + Penalty 2686.503442 = -455667.610648
  nChanged 69
		SP:Iteration 11Q (107696.350000 sec): 3 clusters
  Score: Raw -458383.039410 + Penalty 2686.503442 = -455696.535968
  nChanged 63
		SP:Iteration 12Q (107696.500000 sec): 3 clusters
  Score: Raw -458406.107782 + Penalty 2686.503442 = -455719.604340
  nChanged 52
		SP:Iteration 13Q (107696.670000 sec): 3 clusters
  Score: Raw -458424.191421 + Penalty 2686.503442 = -455737.687979
  nChanged 56
		SP:Iteration 14Q (107696.840000 sec): 3 clusters
  Score: Raw -458440.835500 + Penalty 2686.503442 = -455754.332058
  nChanged 34
		SP:Iteration 15Q (107697.040000 sec): 3 clusters
  Score: Raw -458453.825809 + Penalty 2686.503442 = -455767.322367
  nChanged 45
		SP:Iteration 16Q (107697.190000 sec): 3 clusters
  Score: Raw -458468.987665 + Penalty 2686.503442 = -455782.484223
  nChanged 42
		SP:Iteration 17Q (107697.360000 sec): 3 clusters
  Score: Raw -458483.789454 + Penalty 2686.503442 = -455797.286013
  nChanged 37
		SP:Iteration 18Q (107697.520000 sec): 3 clusters
  Score: Raw -458499.122106 + Penalty 2686.503442 = -455812.618664
  nChanged 40
		SP:Iteration 19Q (107697.680000 sec): 3 clusters
  Score: Raw -458510.593708 + Penalty 2686.503442 = -455824.090266
  nChanged 31
		SP:Iteration 20F (107697.910000 sec): 3 clusters
  Score: Raw -458520.925267 + Penalty 2686.503442 = -455834.421825
  nChanged 31
		SP:Iteration 21Q (107698.090000 sec): 3 clusters
  Score: Raw -458530.981778 + Penalty 2686.503442 = -455844.478336
  nChanged 31
		SP:Iteration 22Q (107698.230000 sec): 3 clusters
  Score: Raw -458541.132532 + Penalty 2686.503442 = -455854.629090
  nChanged 27
		SP:Iteration 23Q (107698.370000 sec): 3 clusters
  Score: Raw -458551.346189 + Penalty 2686.503442 = -455864.842747
  nChanged 34
		SP:Iteration 24Q (107698.580000 sec): 3 clusters
  Score: Raw -458563.021304 + Penalty 2686.503442 = -455876.517862
  nChanged 33
		SP:Iteration 25Q (107698.760000 sec): 3 clusters
  Score: Raw -458574.264516 + Penalty 2686.503442 = -455887.761074
  nChanged 37
		SP:Iteration 26Q (107698.950000 sec): 3 clusters
  Score: Raw -458589.518673 + Penalty 2686.503442 = -455903.015231
  nChanged 41
		SP:Iteration 27Q (107699.110000 sec): 3 clusters
  Score: Raw -458603.538918 + Penalty 2686.503442 = -455917.035476
  nChanged 35
		SP:Iteration 28Q (107699.290000 sec): 3 clusters
  Score: Raw -458618.235440 + Penalty 2686.503442 = -455931.731998
  nChanged 38
		SP:Iteration 29Q (107699.510000 sec): 3 clusters
  Score: Raw -458631.837597 + Penalty 2686.503442 = -455945.334155
  nChanged 34
		SP:Iteration 30Q (107699.700000 sec): 3 clusters
  Score: Raw -458645.245133 + Penalty 2686.503442 = -455958.741691
  nChanged 37
		SP:Iteration 31Q (107699.880000 sec): 3 clusters
  Score: Raw -458660.478925 + Penalty 2686.503442 = -455973.975483
  nChanged 31
		SP:Iteration 32Q (107700.060000 sec): 3 clusters
  Score: Raw -458673.376355 + Penalty 2686.503442 = -455986.872913
  nChanged 31
		SP:Iteration 33Q (107700.230000 sec): 3 clusters
  Score: Raw -458686.784203 + Penalty 2686.503442 = -456000.280761
  nChanged 25
		SP:Iteration 34Q (107700.420000 sec): 3 clusters
  Score: Raw -458695.035836 + Penalty 2686.503442 = -456008.532394
  nChanged 21
		SP:Iteration 35Q (107700.620000 sec): 3 clusters
  Score: Raw -458702.781225 + Penalty 2686.503442 = -456016.277783
  nChanged 29
		SP:Iteration 36Q (107700.820000 sec): 3 clusters
  Score: Raw -458712.507072 + Penalty 2686.503442 = -456026.003630
  nChanged 22
		SP:Iteration 37Q (107700.980000 sec): 3 clusters
  Score: Raw -458720.616370 + Penalty 2686.503442 = -456034.112928
  nChanged 30
		SP:Iteration 38Q (107701.190000 sec): 3 clusters
  Score: Raw -458733.749417 + Penalty 2686.503442 = -456047.245975
  nChanged 35
		SP:Iteration 39Q (107701.440000 sec): 3 clusters
  Score: Raw -458750.531221 + Penalty 2686.503442 = -456064.027779
  nChanged 42
		SP:Iteration 40F (107701.620000 sec): 3 clusters
  Score: Raw -458766.860164 + Penalty 2686.503442 = -456080.356723
  nChanged 37
		SP:Iteration 41Q (107701.820000 sec): 3 clusters
  Score: Raw -458783.224607 + Penalty 2686.503442 = -456096.721165
  nChanged 37
		SP:Iteration 42Q (107702.030000 sec): 3 clusters
  Score: Raw -458795.922031 + Penalty 2686.503442 = -456109.418589
  nChanged 23
		SP:Iteration 43Q (107702.240000 sec): 3 clusters
  Score: Raw -458804.310703 + Penalty 2686.503442 = -456117.807262
  nChanged 30
		SP:Iteration 44Q (107702.420000 sec): 3 clusters
  Score: Raw -458815.903862 + Penalty 2686.503442 = -456129.400420
  nChanged 25
		SP:Iteration 45Q (107702.680000 sec): 3 clusters
  Score: Raw -458824.304726 + Penalty 2686.503442 = -456137.801284
  nChanged 23
		SP:Iteration 46Q (107702.850000 sec): 3 clusters
  Score: Raw -458834.756732 + Penalty 2686.503442 = -456148.253290
  nChanged 31
		SP:Iteration 47Q (107703.080000 sec): 3 clusters
  Score: Raw -458848.473854 + Penalty 2686.503442 = -456161.970412
  nChanged 41
		SP:Iteration 48Q (107703.290000 sec): 3 clusters
  Score: Raw -458863.949310 + Penalty 2686.503442 = -456177.445868
  nChanged 29
		SP:Iteration 49Q (107703.480000 sec): 3 clusters
  Score: Raw -458876.432303 + Penalty 2686.503442 = -456189.928861
  nChanged 31
		SP:Iteration 50Q (107703.670000 sec): 3 clusters
  Score: Raw -458890.508359 + Penalty 2686.503442 = -456204.004917
  nChanged 38
		SP:Iteration 51Q (107703.860000 sec): 3 clusters
  Score: Raw -458905.996183 + Penalty 2686.503442 = -456219.492741
  nChanged 32
		SP:Iteration 52Q (107704.060000 sec): 3 clusters
  Score: Raw -458919.603402 + Penalty 2686.503442 = -456233.099960
  nChanged 27
		SP:Iteration 53Q (107704.300000 sec): 3 clusters
  Score: Raw -458931.682338 + Penalty 2686.503442 = -456245.178897
  nChanged 38
		SP:Iteration 54Q (107704.510000 sec): 3 clusters
  Score: Raw -458947.859364 + Penalty 2686.503442 = -456261.355923
  nChanged 32
		SP:Iteration 55Q (107704.720000 sec): 3 clusters
  Score: Raw -458964.436956 + Penalty 2686.503442 = -456277.933515
  nChanged 26
		SP:Iteration 56Q (107704.920000 sec): 3 clusters
  Score: Raw -458973.494351 + Penalty 2686.503442 = -456286.990909
  nChanged 22
		SP:Iteration 57Q (107705.100000 sec): 3 clusters
  Score: Raw -458981.786017 + Penalty 2686.503442 = -456295.282575
  nChanged 19
		SP:Iteration 58Q (107705.320000 sec): 3 clusters
  Score: Raw -458989.626791 + Penalty 2686.503442 = -456303.123349
  nChanged 21
		SP:Iteration 59Q (107705.520000 sec): 3 clusters
  Score: Raw -458998.196575 + Penalty 2686.503442 = -456311.693133
  nChanged 17
		SP:Iteration 60F (107705.670000 sec): 3 clusters
  Score: Raw -459003.576152 + Penalty 2686.503442 = -456317.072711
  nChanged 17
		SP:Iteration 61Q (107705.850000 sec): 3 clusters
  Score: Raw -459009.067639 + Penalty 2686.503442 = -456322.564197
  nChanged 20
		SP:Iteration 62Q (107706.020000 sec): 3 clusters
  Score: Raw -459016.983234 + Penalty 2686.503442 = -456330.479792
  nChanged 18
		SP:Iteration 63Q (107706.220000 sec): 3 clusters
  Score: Raw -459024.177645 + Penalty 2686.503442 = -456337.674203
  nChanged 24
		SP:Iteration 64Q (107706.400000 sec): 3 clusters
  Score: Raw -459034.228219 + Penalty 2686.503442 = -456347.724777
  nChanged 24
		SP:Iteration 65Q (107706.580000 sec): 3 clusters
  Score: Raw -459043.486202 + Penalty 2686.503442 = -456356.982760
  nChanged 19
		SP:Iteration 66Q (107706.730000 sec): 3 clusters
  Score: Raw -459051.440976 + Penalty 2686.503442 = -456364.937534
  nChanged 21
		SP:Iteration 67Q (107706.890000 sec): 3 clusters
  Score: Raw -459059.688979 + Penalty 2686.503442 = -456373.185537
  nChanged 19
		SP:Iteration 68Q (107707.040000 sec): 3 clusters
  Score: Raw -459066.127069 + Penalty 2686.503442 = -456379.623628
  nChanged 14
		SP:Iteration 69Q (107707.170000 sec): 3 clusters
  Score: Raw -459071.633283 + Penalty 2686.503442 = -456385.129842
  nChanged 16
		SP:Iteration 70Q (107707.370000 sec): 3 clusters
  Score: Raw -459077.292176 + Penalty 2686.503442 = -456390.788734
  nChanged 13
		SP:Iteration 71Q (107707.550000 sec): 3 clusters
  Score: Raw -459081.560655 + Penalty 2686.503442 = -456395.057213
  nChanged 17
		SP:Iteration 72Q (107707.700000 sec): 3 clusters
  Score: Raw -459088.623238 + Penalty 2686.503442 = -456402.119796
  nChanged 19
		SP:Iteration 73Q (107707.890000 sec): 3 clusters
  Score: Raw -459095.092891 + Penalty 2686.503442 = -456408.589449
  nChanged 19
		SP:Iteration 74Q (107708.060000 sec): 3 clusters
  Score: Raw -459101.892428 + Penalty 2686.503442 = -456415.388987
  nChanged 18
		SP:Iteration 75Q (107708.200000 sec): 3 clusters
  Score: Raw -459108.705751 + Penalty 2686.503442 = -456422.202309
  nChanged 12
		SP:Iteration 76Q (107708.350000 sec): 3 clusters
  Score: Raw -459114.106256 + Penalty 2686.503442 = -456427.602814
  nChanged 9
		SP:Iteration 77Q (107708.490000 sec): 3 clusters
  Score: Raw -459117.605753 + Penalty 2686.503442 = -456431.102311
  nChanged 11
		SP:Iteration 78Q (107708.640000 sec): 3 clusters
  Score: Raw -459123.359361 + Penalty 2686.503442 = -456436.855919
  nChanged 12
		SP:Iteration 79Q (107708.780000 sec): 3 clusters
  Score: Raw -459129.549513 + Penalty 2686.503442 = -456443.046071
  nChanged 18
		SP:Iteration 80F (107708.920000 sec): 3 clusters
  Score: Raw -459136.224312 + Penalty 2686.503442 = -456449.720870
  nChanged 11
		SP:Iteration 81Q (107709.070000 sec): 3 clusters
  Score: Raw -459139.750697 + Penalty 2686.503442 = -456453.247256
  nChanged 12
		SP:Iteration 82Q (107709.210000 sec): 3 clusters
  Score: Raw -459144.594007 + Penalty 2686.503442 = -456458.090565
  nChanged 12
		SP:Iteration 83Q (107709.350000 sec): 3 clusters
  Score: Raw -459149.977362 + Penalty 2686.503442 = -456463.473920
  nChanged 6
		SP:Iteration 84Q (107709.500000 sec): 3 clusters
  Score: Raw -459151.934963 + Penalty 2686.503442 = -456465.431521
  nChanged 6
		SP:Iteration 85Q (107709.630000 sec): 3 clusters
  Score: Raw -459153.648377 + Penalty 2686.503442 = -456467.144936
  nChanged 3
		SP:Iteration 86Q (107709.780000 sec): 3 clusters
  Score: Raw -459154.624127 + Penalty 2686.503442 = -456468.120685
  nChanged 5
		SP:Iteration 87Q (107709.920000 sec): 3 clusters
  Score: Raw -459156.050321 + Penalty 2686.503442 = -456469.546879
  nChanged 3
		SP:Iteration 88Q (107710.070000 sec): 3 clusters
  Score: Raw -459157.115468 + Penalty 2686.503442 = -456470.612026
  nChanged 2
		SP:Iteration 89Q (107710.260000 sec): 3 clusters
  Score: Raw -459157.632986 + Penalty 2686.503442 = -456471.129544
  nChanged 1
		SP:Iteration 90Q (107710.430000 sec): 3 clusters
  Score: Raw -459157.882094 + Penalty 2686.503442 = -456471.378652
  nChanged 1
		SP:Iteration 91Q (107710.600000 sec): 3 clusters
  Score: Raw -459158.203085 + Penalty 2686.503442 = -456471.699643
  nChanged 3
		SP:Iteration 92Q (107710.770000 sec): 3 clusters
  Score: Raw -459159.062784 + Penalty 2686.503442 = -456472.559342
  nChanged 3
		SP:Iteration 93Q (107710.910000 sec): 3 clusters
  Score: Raw -459160.184250 + Penalty 2686.503442 = -456473.680808
  nChanged 3
		SP:Iteration 94Q (107711.060000 sec): 3 clusters
  Score: Raw -459161.333653 + Penalty 2686.503442 = -456474.830212
  nChanged 4
		SP:Iteration 95Q (107711.250000 sec): 3 clusters
  Score: Raw -459162.596513 + Penalty 2686.503442 = -456476.093071
  nChanged 2
		SP:Iteration 96Q (107711.390000 sec): 3 clusters
  Score: Raw -459163.626598 + Penalty 2686.503442 = -456477.123156
  nChanged 5
		SP:Iteration 97Q (107711.540000 sec): 3 clusters
  Score: Raw -459165.122887 + Penalty 2686.503442 = -456478.619445
  nChanged 3
		SP:Iteration 98Q (107711.730000 sec): 3 clusters
  Score: Raw -459165.806532 + Penalty 2686.503442 = -456479.303090
  nChanged 5
		SP:Iteration 99Q (107711.900000 sec): 3 clusters
  Score: Raw -459167.150382 + Penalty 2686.503442 = -456480.646940
  nChanged 2
		SP:Iteration 100F (107712.090000 sec): 3 clusters
  Score: Raw -459167.961514 + Penalty 2686.503442 = -456481.458072
  nChanged 4
		SP:Iteration 101Q (107712.240000 sec): 3 clusters
  Score: Raw -459168.878322 + Penalty 2686.503442 = -456482.374880
  nChanged 5
		SP:Iteration 102Q (107712.380000 sec): 3 clusters
  Score: Raw -459170.957294 + Penalty 2686.503442 = -456484.453852
  nChanged 7
		SP:Iteration 103Q (107712.520000 sec): 3 clusters
  Score: Raw -459173.626470 + Penalty 2686.503442 = -456487.123028
  nChanged 5
		SP:Iteration 104Q (107712.660000 sec): 3 clusters
  Score: Raw -459175.413416 + Penalty 2686.503442 = -456488.909975
  nChanged 10
		SP:Iteration 105Q (107712.810000 sec): 3 clusters
  Score: Raw -459179.376915 + Penalty 2686.503442 = -456492.873473
  nChanged 8
		SP:Iteration 106Q (107712.950000 sec): 3 clusters
  Score: Raw -459182.745440 + Penalty 2686.503442 = -456496.241998
  nChanged 7
		SP:Iteration 107Q (107713.090000 sec): 3 clusters
  Score: Raw -459186.026898 + Penalty 2686.503442 = -456499.523456
  nChanged 8
		SP:Iteration 108Q (107713.240000 sec): 3 clusters
  Score: Raw -459189.632038 + Penalty 2686.503442 = -456503.128596
  nChanged 8
		SP:Iteration 109Q (107713.380000 sec): 3 clusters
  Score: Raw -459192.822719 + Penalty 2686.503442 = -456506.319277
  nChanged 11
		SP:Iteration 110Q (107713.520000 sec): 3 clusters
  Score: Raw -459197.258684 + Penalty 2686.503442 = -456510.755242
  nChanged 11
		SP:Iteration 111Q (107713.670000 sec): 3 clusters
  Score: Raw -459202.850736 + Penalty 2686.503442 = -456516.347294
  nChanged 11
		SP:Iteration 112Q (107713.850000 sec): 3 clusters
  Score: Raw -459207.170034 + Penalty 2686.503442 = -456520.666592
  nChanged 10
		SP:Iteration 113Q (107714.040000 sec): 3 clusters
  Score: Raw -459210.829063 + Penalty 2686.503442 = -456524.325621
  nChanged 6
		SP:Iteration 114Q (107714.180000 sec): 3 clusters
  Score: Raw -459213.429365 + Penalty 2686.503442 = -456526.925923
  nChanged 5
		SP:Iteration 115Q (107714.350000 sec): 3 clusters
  Score: Raw -459215.467256 + Penalty 2686.503442 = -456528.963815
  nChanged 4
		SP:Iteration 116Q (107714.570000 sec): 3 clusters
  Score: Raw -459217.053665 + Penalty 2686.503442 = -456530.550223
  nChanged 5
		SP:Iteration 117Q (107714.750000 sec): 3 clusters
  Score: Raw -459218.510100 + Penalty 2686.503442 = -456532.006658
  nChanged 2
		SP:Iteration 118Q (107714.920000 sec): 3 clusters
  Score: Raw -459219.285552 + Penalty 2686.503442 = -456532.782111
  nChanged 2
		SP:Iteration 119Q (107715.170000 sec): 3 clusters
  Score: Raw -459219.632453 + Penalty 2686.503442 = -456533.129011
  nChanged 1
		SP:Iteration 120F (107715.410000 sec): 3 clusters
  Score: Raw -459220.438591 + Penalty 2686.503442 = -456533.935149
  nChanged 3
		SP:Iteration 121Q (107715.650000 sec): 3 clusters
  Score: Raw -459221.499937 + Penalty 2686.503442 = -456534.996495
  nChanged 2
		SP:Iteration 122Q (107715.850000 sec): 3 clusters
  Score: Raw -459222.377427 + Penalty 2686.503442 = -456535.873985
  nChanged 2
		SP:Iteration 123Q (107716.080000 sec): 3 clusters
  Score: Raw -459222.891322 + Penalty 2686.503442 = -456536.387880
  nChanged 1
		SP:Iteration 124Q (107716.330000 sec): 3 clusters
  Score: Raw -459223.158771 + Penalty 2686.503442 = -456536.655329
  nChanged 1
		SP:Iteration 125Q (107716.530000 sec): 3 clusters
  Score: Raw -459223.390022 + Penalty 2686.503442 = -456536.886580
  nChanged 0
		SP:Iteration 126F (107716.750000 sec): 3 clusters
  Score: Raw -459223.390022 + Penalty 2686.503442 = -456536.886580
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107716.830000 sec): 2 clusters
  Score: Raw -84796.133376 + Penalty 1068.223027 = -83727.910348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107717.090000 sec): 3 clusters
  Score: Raw -84612.461732 + Penalty 2136.446054 = -82476.015678
  nChanged 193
		SP:Iteration 1F (107717.300000 sec): 3 clusters
  Score: Raw -84866.857253 + Penalty 2136.446054 = -82730.411199
  nChanged 51
		SP:Iteration 2F (107717.450000 sec): 3 clusters
  Score: Raw -84966.479659 + Penalty 2136.446054 = -82830.033605
  nChanged 43
		SP:Iteration 3F (107717.670000 sec): 3 clusters
  Score: Raw -85048.080257 + Penalty 2136.446054 = -82911.634203
  nChanged 39
		SP:Iteration 4F (107717.850000 sec): 3 clusters
  Score: Raw -85132.769029 + Penalty 2136.446054 = -82996.322975
  nChanged 35
		SP:Iteration 5Q (107718.050000 sec): 3 clusters
  Score: Raw -85218.224615 + Penalty 2136.446054 = -83081.778561
  nChanged 37
		SP:Iteration 6F (107718.180000 sec): 3 clusters
  Score: Raw -85325.220151 + Penalty 2136.446054 = -83188.774097
  nChanged 24
		SP:Iteration 7Q (107718.330000 sec): 3 clusters
  Score: Raw -85383.585447 + Penalty 2136.446054 = -83247.139392
  nChanged 10
		SP:Iteration 8Q (107718.480000 sec): 3 clusters
  Score: Raw -85410.443724 + Penalty 2136.446054 = -83273.997670
  nChanged 7
		SP:Iteration 9Q (107718.650000 sec): 3 clusters
  Score: Raw -85421.607678 + Penalty 2136.446054 = -83285.161624
  nChanged 2
		SP:Iteration 10Q (107718.880000 sec): 3 clusters
  Score: Raw -85424.814197 + Penalty 2136.446054 = -83288.368143
  nChanged 1
		SP:Iteration 11Q (107719.080000 sec): 3 clusters
  Score: Raw -85426.862006 + Penalty 2136.446054 = -83290.415952
  nChanged 1
		SP:Iteration 12Q (107719.240000 sec): 3 clusters
  Score: Raw -85427.722056 + Penalty 2136.446054 = -83291.276001
  nChanged 0
		SP:Iteration 13F (107719.440000 sec): 3 clusters
  Score: Raw -85427.722056 + Penalty 2136.446054 = -83291.276001
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107719.530000 sec): 2 clusters
  Score: Raw -207839.217142 + Penalty 1228.766784 = -206610.450358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107719.730000 sec): 3 clusters
  Score: Raw -207032.110783 + Penalty 2457.533567 = -204574.577216
  nChanged 656
		SP:Iteration 1F (107719.910000 sec): 3 clusters
  Score: Raw -207515.003238 + Penalty 2457.533567 = -205057.469670
  nChanged 169
		SP:Iteration 2F (107720.080000 sec): 3 clusters
  Score: Raw -207704.732939 + Penalty 2457.533567 = -205247.199372
  nChanged 114
		SP:Iteration 3F (107720.270000 sec): 3 clusters
  Score: Raw -207833.872843 + Penalty 2457.533567 = -205376.339276
  nChanged 79
		SP:Iteration 4Q (107720.510000 sec): 3 clusters
  Score: Raw -207909.169865 + Penalty 2457.533567 = -205451.636298
  nChanged 70
		SP:Iteration 5Q (107720.700000 sec): 3 clusters
  Score: Raw -207980.755111 + Penalty 2457.533567 = -205523.221543
  nChanged 69
		SP:Iteration 6Q (107720.860000 sec): 3 clusters
  Score: Raw -208043.085722 + Penalty 2457.533567 = -205585.552155
  nChanged 53
		SP:Iteration 7Q (107721.040000 sec): 3 clusters
  Score: Raw -208092.266056 + Penalty 2457.533567 = -205634.732488
  nChanged 37
		SP:Iteration 8Q (107721.220000 sec): 3 clusters
  Score: Raw -208118.804059 + Penalty 2457.533567 = -205661.270492
  nChanged 27
		SP:Iteration 9Q (107721.400000 sec): 3 clusters
  Score: Raw -208136.315270 + Penalty 2457.533567 = -205678.781702
  nChanged 18
		SP:Iteration 10Q (107721.580000 sec): 3 clusters
  Score: Raw -208147.695539 + Penalty 2457.533567 = -205690.161972
  nChanged 16
		SP:Iteration 11Q (107721.760000 sec): 3 clusters
  Score: Raw -208160.068571 + Penalty 2457.533567 = -205702.535003
  nChanged 19
		SP:Iteration 12Q (107721.940000 sec): 3 clusters
  Score: Raw -208172.288633 + Penalty 2457.533567 = -205714.755066
  nChanged 16
		SP:Iteration 13Q (107722.160000 sec): 3 clusters
  Score: Raw -208180.417791 + Penalty 2457.533567 = -205722.884223
  nChanged 9
		SP:Iteration 14Q (107722.390000 sec): 3 clusters
  Score: Raw -208185.559388 + Penalty 2457.533567 = -205728.025821
  nChanged 8
		SP:Iteration 15Q (107722.560000 sec): 3 clusters
  Score: Raw -208192.131818 + Penalty 2457.533567 = -205734.598251
  nChanged 14
		SP:Iteration 16Q (107722.740000 sec): 3 clusters
  Score: Raw -208201.631238 + Penalty 2457.533567 = -205744.097671
  nChanged 13
		SP:Iteration 17Q (107722.920000 sec): 3 clusters
  Score: Raw -208207.344608 + Penalty 2457.533567 = -205749.811041
  nChanged 10
		SP:Iteration 18Q (107723.090000 sec): 3 clusters
  Score: Raw -208212.608842 + Penalty 2457.533567 = -205755.075275
  nChanged 8
		SP:Iteration 19Q (107723.260000 sec): 3 clusters
  Score: Raw -208222.486228 + Penalty 2457.533567 = -205764.952660
  nChanged 10
		SP:Iteration 20F (107723.380000 sec): 3 clusters
  Score: Raw -208229.072341 + Penalty 2457.533567 = -205771.538774
  nChanged 6
		SP:Iteration 21Q (107723.590000 sec): 3 clusters
  Score: Raw -208231.047582 + Penalty 2457.533567 = -205773.514015
  nChanged 3
		SP:Iteration 22Q (107723.750000 sec): 3 clusters
  Score: Raw -208231.998211 + Penalty 2457.533567 = -205774.464644
  nChanged 2
		SP:Iteration 23Q (107723.900000 sec): 3 clusters
  Score: Raw -208232.579406 + Penalty 2457.533567 = -205775.045838
  nChanged 1
		SP:Iteration 24Q (107724.100000 sec): 3 clusters
  Score: Raw -208233.075644 + Penalty 2457.533567 = -205775.542077
  nChanged 1
		SP:Iteration 25Q (107724.240000 sec): 3 clusters
  Score: Raw -208233.463807 + Penalty 2457.533567 = -205775.930240
  nChanged 0
		SP:Iteration 26F (107724.410000 sec): 3 clusters
  Score: Raw -208233.463807 + Penalty 2457.533567 = -205775.930240
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107724.460000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107724.680000 sec): 3 clusters
  Score: Raw -17696.835981 + Penalty 1706.988864 = -15989.847116
  nChanged 28
		SP:Iteration 1F (107724.820000 sec): 3 clusters
  Score: Raw -17794.696411 + Penalty 1706.988864 = -16087.707547
  nChanged 12
		SP:Iteration 2F (107725.000000 sec): 3 clusters
  Score: Raw -17861.029491 + Penalty 1706.988864 = -16154.040627
  nChanged 8
		SP:Iteration 3Q (107725.170000 sec): 3 clusters
  Score: Raw -17923.845825 + Penalty 1706.988864 = -16216.856961
  nChanged 3
		SP:Iteration 4Q (107725.380000 sec): 3 clusters
  Score: Raw -17944.694744 + Penalty 1706.988864 = -16237.705880
  nChanged 0
		SP:Iteration 5F (107725.560000 sec): 3 clusters
  Score: Raw -17944.694744 + Penalty 1706.988864 = -16237.705880
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107725.670000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107725.850000 sec): 3 clusters
  Score: Raw -13476.840430 + Penalty 1626.282549 = -11850.557880
  nChanged 24
		SP:Iteration 1F (107726.060000 sec): 3 clusters
  Score: Raw -13654.989660 + Penalty 1626.282549 = -12028.707110
  nChanged 10
		SP:Iteration 2F (107726.260000 sec): 3 clusters
  Score: Raw -13696.573715 + Penalty 1626.282549 = -12070.291166
  nChanged 8
		SP:Iteration 3F (107726.420000 sec): 3 clusters
  Score: Raw -13735.012325 + Penalty 1626.282549 = -12108.729776
  nChanged 3
		SP:Iteration 4Q (107726.560000 sec): 3 clusters
  Score: Raw -13753.700805 + Penalty 1626.282549 = -12127.418256
  nChanged 2
		SP:Iteration 5Q (107726.710000 sec): 3 clusters
  Score: Raw -13762.687134 + Penalty 1626.282549 = -12136.404585
  nChanged 2
		SP:Iteration 6Q (107726.950000 sec): 3 clusters
  Score: Raw -13771.333354 + Penalty 1626.282549 = -12145.050804
  nChanged 1
		SP:Iteration 7Q (107727.150000 sec): 3 clusters
  Score: Raw -13776.652182 + Penalty 1626.282549 = -12150.369632
  nChanged 0
		SP:Iteration 8F (107727.320000 sec): 3 clusters
  Score: Raw -13776.652182 + Penalty 1626.282549 = -12150.369632
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (18086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107727.560000 sec): 2 clusters
  Score: Raw -1737989.011181 + Penalty 1592.970184 = -1736396.040997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107727.850000 sec): 3 clusters
  Score: Raw -1727123.607106 + Penalty 3185.940367 = -1723937.666739
  nChanged 8170
		SP:Iteration 1F (107728.150000 sec): 3 clusters
  Score: Raw -1731839.146087 + Penalty 3185.940367 = -1728653.205720
  nChanged 1148
		SP:Iteration 2F (107728.440000 sec): 3 clusters
  Score: Raw -1732436.042430 + Penalty 3185.940367 = -1729250.102063
  nChanged 1108
		SP:Iteration 3F (107728.710000 sec): 3 clusters
  Score: Raw -1733045.291976 + Penalty 3185.940367 = -1729859.351609
  nChanged 1062
		SP:Iteration 4F (107729.040000 sec): 3 clusters
  Score: Raw -1733689.169605 + Penalty 3185.940367 = -1730503.229238
  nChanged 1072
		SP:Iteration 5F (107729.320000 sec): 3 clusters
  Score: Raw -1734387.792587 + Penalty 3185.940367 = -1731201.852220
  nChanged 973
		SP:Iteration 6F (107729.640000 sec): 3 clusters
  Score: Raw -1735055.621364 + Penalty 3185.940367 = -1731869.680997
  nChanged 950
		SP:Iteration 7F (107729.980000 sec): 3 clusters
  Score: Raw -1735629.769451 + Penalty 3185.940367 = -1732443.829084
  nChanged 770
		SP:Iteration 8Q (107730.260000 sec): 3 clusters
  Score: Raw -1736043.424650 + Penalty 3185.940367 = -1732857.484283
  nChanged 637
		SP:Iteration 9Q (107730.530000 sec): 3 clusters
  Score: Raw -1736361.944395 + Penalty 3185.940367 = -1733176.004028
  nChanged 538
		SP:Iteration 10Q (107730.890000 sec): 3 clusters
  Score: Raw -1736607.922268 + Penalty 3185.940367 = -1733421.981901
  nChanged 459
		SP:Iteration 11Q (107731.180000 sec): 3 clusters
  Score: Raw -1736790.601997 + Penalty 3185.940367 = -1733604.661630
  nChanged 355
		SP:Iteration 12Q (107731.540000 sec): 3 clusters
  Score: Raw -1736908.503992 + Penalty 3185.940367 = -1733722.563625
  nChanged 303
		SP:Iteration 13Q (107731.860000 sec): 3 clusters
  Score: Raw -1737009.498304 + Penalty 3185.940367 = -1733823.557937
  nChanged 282
		SP:Iteration 14Q (107732.120000 sec): 3 clusters
  Score: Raw -1737115.057134 + Penalty 3185.940367 = -1733929.116766
  nChanged 280
		SP:Iteration 15Q (107732.380000 sec): 3 clusters
  Score: Raw -1737210.481814 + Penalty 3185.940367 = -1734024.541447
  nChanged 271
		SP:Iteration 16Q (107732.660000 sec): 3 clusters
  Score: Raw -1737292.523969 + Penalty 3185.940367 = -1734106.583602
  nChanged 230
		SP:Iteration 17Q (107732.890000 sec): 3 clusters
  Score: Raw -1737353.700382 + Penalty 3185.940367 = -1734167.760015
  nChanged 202
		SP:Iteration 18Q (107733.210000 sec): 3 clusters
  Score: Raw -1737406.968965 + Penalty 3185.940367 = -1734221.028598
  nChanged 168
		SP:Iteration 19Q (107733.450000 sec): 3 clusters
  Score: Raw -1737442.806576 + Penalty 3185.940367 = -1734256.866209
  nChanged 120
		SP:Iteration 20F (107733.680000 sec): 3 clusters
  Score: Raw -1737462.543503 + Penalty 3185.940367 = -1734276.603136
  nChanged 92
		SP:Iteration 21Q (107733.940000 sec): 3 clusters
  Score: Raw -1737481.826523 + Penalty 3185.940367 = -1734295.886156
  nChanged 83
		SP:Iteration 22Q (107734.270000 sec): 3 clusters
  Score: Raw -1737497.572532 + Penalty 3185.940367 = -1734311.632165
  nChanged 82
		SP:Iteration 23Q (107734.510000 sec): 3 clusters
  Score: Raw -1737515.415426 + Penalty 3185.940367 = -1734329.475059
  nChanged 93
		SP:Iteration 24Q (107734.810000 sec): 3 clusters
  Score: Raw -1737535.830670 + Penalty 3185.940367 = -1734349.890302
  nChanged 102
		SP:Iteration 25Q (107735.080000 sec): 3 clusters
  Score: Raw -1737555.249158 + Penalty 3185.940367 = -1734369.308791
  nChanged 92
		SP:Iteration 26Q (107735.390000 sec): 3 clusters
  Score: Raw -1737568.209095 + Penalty 3185.940367 = -1734382.268728
  nChanged 79
		SP:Iteration 27Q (107735.640000 sec): 3 clusters
  Score: Raw -1737577.262612 + Penalty 3185.940367 = -1734391.322245
  nChanged 53
		SP:Iteration 28Q (107735.920000 sec): 3 clusters
  Score: Raw -1737585.265151 + Penalty 3185.940367 = -1734399.324784
  nChanged 57
		SP:Iteration 29Q (107736.280000 sec): 3 clusters
  Score: Raw -1737594.509650 + Penalty 3185.940367 = -1734408.569283
  nChanged 66
		SP:Iteration 30Q (107736.640000 sec): 3 clusters
  Score: Raw -1737603.552251 + Penalty 3185.940367 = -1734417.611884
  nChanged 58
		SP:Iteration 31Q (107736.970000 sec): 3 clusters
  Score: Raw -1737614.176162 + Penalty 3185.940367 = -1734428.235795
  nChanged 69
		SP:Iteration 32Q (107737.300000 sec): 3 clusters
  Score: Raw -1737625.121406 + Penalty 3185.940367 = -1734439.181039
  nChanged 61
		SP:Iteration 33Q (107737.670000 sec): 3 clusters
  Score: Raw -1737635.281815 + Penalty 3185.940367 = -1734449.341447
  nChanged 67
		SP:Iteration 34Q (107737.980000 sec): 3 clusters
  Score: Raw -1737644.410584 + Penalty 3185.940367 = -1734458.470217
  nChanged 52
		SP:Iteration 35Q (107738.340000 sec): 3 clusters
  Score: Raw -1737650.363135 + Penalty 3185.940367 = -1734464.422768
  nChanged 41
		SP:Iteration 36Q (107738.650000 sec): 3 clusters
  Score: Raw -1737654.372243 + Penalty 3185.940367 = -1734468.431876
  nChanged 30
		SP:Iteration 37Q (107738.950000 sec): 3 clusters
  Score: Raw -1737657.158100 + Penalty 3185.940367 = -1734471.217733
  nChanged 26
		SP:Iteration 38Q (107739.210000 sec): 3 clusters
  Score: Raw -1737659.447513 + Penalty 3185.940367 = -1734473.507145
  nChanged 30
		SP:Iteration 39Q (107739.550000 sec): 3 clusters
  Score: Raw -1737662.415791 + Penalty 3185.940367 = -1734476.475424
  nChanged 31
		SP:Iteration 40F (107739.850000 sec): 3 clusters
  Score: Raw -1737665.563713 + Penalty 3185.940367 = -1734479.623346
  nChanged 37
		SP:Iteration 41Q (107740.210000 sec): 3 clusters
  Score: Raw -1737669.436856 + Penalty 3185.940367 = -1734483.496489
  nChanged 33
		SP:Iteration 42Q (107740.530000 sec): 3 clusters
  Score: Raw -1737673.471815 + Penalty 3185.940367 = -1734487.531448
  nChanged 31
		SP:Iteration 43Q (107740.810000 sec): 3 clusters
  Score: Raw -1737676.466465 + Penalty 3185.940367 = -1734490.526098
  nChanged 23
		SP:Iteration 44Q (107741.140000 sec): 3 clusters
  Score: Raw -1737678.242189 + Penalty 3185.940367 = -1734492.301822
  nChanged 24
		SP:Iteration 45Q (107741.480000 sec): 3 clusters
  Score: Raw -1737680.539336 + Penalty 3185.940367 = -1734494.598969
  nChanged 28
		SP:Iteration 46Q (107741.790000 sec): 3 clusters
  Score: Raw -1737682.889516 + Penalty 3185.940367 = -1734496.949149
  nChanged 21
		SP:Iteration 47Q (107742.100000 sec): 3 clusters
  Score: Raw -1737684.458213 + Penalty 3185.940367 = -1734498.517846
  nChanged 24
		SP:Iteration 48Q (107742.490000 sec): 3 clusters
  Score: Raw -1737686.675931 + Penalty 3185.940367 = -1734500.735564
  nChanged 16
		SP:Iteration 49Q (107742.800000 sec): 3 clusters
  Score: Raw -1737687.676202 + Penalty 3185.940367 = -1734501.735835
  nChanged 16
		SP:Iteration 50Q (107743.080000 sec): 3 clusters
  Score: Raw -1737688.583432 + Penalty 3185.940367 = -1734502.643065
  nChanged 5
		SP:Iteration 51Q (107743.390000 sec): 3 clusters
  Score: Raw -1737689.132764 + Penalty 3185.940367 = -1734503.192397
  nChanged 8
		SP:Iteration 52Q (107743.720000 sec): 3 clusters
  Score: Raw -1737689.650391 + Penalty 3185.940367 = -1734503.710023
  nChanged 3
		SP:Iteration 53Q (107744.090000 sec): 3 clusters
  Score: Raw -1737689.787546 + Penalty 3185.940367 = -1734503.847179
  nChanged 2
		SP:Iteration 54Q (107744.380000 sec): 3 clusters
  Score: Raw -1737689.866961 + Penalty 3185.940367 = -1734503.926594
  nChanged 1
		SP:Iteration 55Q (107744.710000 sec): 3 clusters
  Score: Raw -1737689.935862 + Penalty 3185.940367 = -1734503.995495
  nChanged 2
		SP:Iteration 56Q (107744.950000 sec): 3 clusters
  Score: Raw -1737690.162837 + Penalty 3185.940367 = -1734504.222470
  nChanged 3
		SP:Iteration 57Q (107745.220000 sec): 3 clusters
  Score: Raw -1737690.388431 + Penalty 3185.940367 = -1734504.448064
  nChanged 8
		SP:Iteration 58Q (107745.460000 sec): 3 clusters
  Score: Raw -1737690.919754 + Penalty 3185.940367 = -1734504.979387
  nChanged 6
		SP:Iteration 59Q (107745.740000 sec): 3 clusters
  Score: Raw -1737691.245521 + Penalty 3185.940367 = -1734505.305154
  nChanged 3
		SP:Iteration 60F (107746.050000 sec): 3 clusters
  Score: Raw -1737691.421789 + Penalty 3185.940367 = -1734505.481422
  nChanged 5
		SP:Iteration 61Q (107746.380000 sec): 3 clusters
  Score: Raw -1737691.793960 + Penalty 3185.940367 = -1734505.853592
  nChanged 7
		SP:Iteration 62Q (107746.680000 sec): 3 clusters
  Score: Raw -1737692.559599 + Penalty 3185.940367 = -1734506.619231
  nChanged 14
		SP:Iteration 63Q (107747.090000 sec): 3 clusters
  Score: Raw -1737693.584814 + Penalty 3185.940367 = -1734507.644447
  nChanged 12
		SP:Iteration 64Q (107747.410000 sec): 3 clusters
  Score: Raw -1737694.319041 + Penalty 3185.940367 = -1734508.378674
  nChanged 7
		SP:Iteration 65Q (107747.780000 sec): 3 clusters
  Score: Raw -1737694.805396 + Penalty 3185.940367 = -1734508.865029
  nChanged 5
		SP:Iteration 66Q (107748.030000 sec): 3 clusters
  Score: Raw -1737695.135500 + Penalty 3185.940367 = -1734509.195133
  nChanged 5
		SP:Iteration 67Q (107748.310000 sec): 3 clusters
  Score: Raw -1737695.436111 + Penalty 3185.940367 = -1734509.495744
  nChanged 5
		SP:Iteration 68Q (107748.650000 sec): 3 clusters
  Score: Raw -1737695.887318 + Penalty 3185.940367 = -1734509.946951
  nChanged 8
		SP:Iteration 69Q (107748.980000 sec): 3 clusters
  Score: Raw -1737696.418271 + Penalty 3185.940367 = -1734510.477904
  nChanged 7
		SP:Iteration 70Q (107749.260000 sec): 3 clusters
  Score: Raw -1737696.872778 + Penalty 3185.940367 = -1734510.932411
  nChanged 6
		SP:Iteration 71Q (107749.570000 sec): 3 clusters
  Score: Raw -1737697.233646 + Penalty 3185.940367 = -1734511.293279
  nChanged 6
		SP:Iteration 72Q (107749.870000 sec): 3 clusters
  Score: Raw -1737697.500277 + Penalty 3185.940367 = -1734511.559909
  nChanged 8
		SP:Iteration 73Q (107750.210000 sec): 3 clusters
  Score: Raw -1737697.793372 + Penalty 3185.940367 = -1734511.853005
  nChanged 6
		SP:Iteration 74Q (107750.490000 sec): 3 clusters
  Score: Raw -1737698.230820 + Penalty 3185.940367 = -1734512.290452
  nChanged 10
		SP:Iteration 75Q (107750.830000 sec): 3 clusters
  Score: Raw -1737698.806267 + Penalty 3185.940367 = -1734512.865900
  nChanged 6
		SP:Iteration 76Q (107751.170000 sec): 3 clusters
  Score: Raw -1737699.030833 + Penalty 3185.940367 = -1734513.090466
  nChanged 2
		SP:Iteration 77Q (107751.480000 sec): 3 clusters
  Score: Raw -1737699.095952 + Penalty 3185.940367 = -1734513.155585
  nChanged 4
		SP:Iteration 78Q (107751.800000 sec): 3 clusters
  Score: Raw -1737699.218859 + Penalty 3185.940367 = -1734513.278492
  nChanged 2
		SP:Iteration 79Q (107752.060000 sec): 3 clusters
  Score: Raw -1737699.268539 + Penalty 3185.940367 = -1734513.328172
  nChanged 2
		SP:Iteration 80F (107752.350000 sec): 3 clusters
  Score: Raw -1737699.347062 + Penalty 3185.940367 = -1734513.406694
  nChanged 3
		SP:Iteration 81Q (107752.640000 sec): 3 clusters
  Score: Raw -1737699.429084 + Penalty 3185.940367 = -1734513.488716
  nChanged 0
		SP:Iteration 82F (107752.900000 sec): 3 clusters
  Score: Raw -1737699.429084 + Penalty 3185.940367 = -1734513.488716
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107753.080000 sec): 2 clusters
  Score: Raw -1310085.108515 + Penalty 1520.307518 = -1308564.800996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107753.340000 sec): 3 clusters
  Score: Raw -1303456.019248 + Penalty 3040.615037 = -1300415.404211
  nChanged 5077
		SP:Iteration 1F (107753.540000 sec): 3 clusters
  Score: Raw -1306341.564778 + Penalty 3040.615037 = -1303300.949742
  nChanged 700
		SP:Iteration 2F (107753.740000 sec): 3 clusters
  Score: Raw -1306701.249302 + Penalty 3040.615037 = -1303660.634265
  nChanged 675
		SP:Iteration 3F (107753.990000 sec): 3 clusters
  Score: Raw -1307055.760626 + Penalty 3040.615037 = -1304015.145589
  nChanged 643
		SP:Iteration 4F (107754.260000 sec): 3 clusters
  Score: Raw -1307424.316097 + Penalty 3040.615037 = -1304383.701060
  nChanged 641
		SP:Iteration 5F (107754.590000 sec): 3 clusters
  Score: Raw -1307815.854662 + Penalty 3040.615037 = -1304775.239625
  nChanged 646
		SP:Iteration 6F (107754.870000 sec): 3 clusters
  Score: Raw -1308257.079868 + Penalty 3040.615037 = -1305216.464831
  nChanged 654
		SP:Iteration 7F (107755.050000 sec): 3 clusters
  Score: Raw -1308651.379608 + Penalty 3040.615037 = -1305610.764571
  nChanged 521
		SP:Iteration 8Q (107755.280000 sec): 3 clusters
  Score: Raw -1308969.620669 + Penalty 3040.615037 = -1305929.005632
  nChanged 485
		SP:Iteration 9Q (107755.450000 sec): 3 clusters
  Score: Raw -1309263.842765 + Penalty 3040.615037 = -1306223.227729
  nChanged 433
		SP:Iteration 10Q (107755.720000 sec): 3 clusters
  Score: Raw -1309537.711283 + Penalty 3040.615037 = -1306497.096246
  nChanged 349
		SP:Iteration 11Q (107755.990000 sec): 3 clusters
  Score: Raw -1309788.260148 + Penalty 3040.615037 = -1306747.645111
  nChanged 317
		SP:Iteration 12Q (107756.270000 sec): 3 clusters
  Score: Raw -1310003.229042 + Penalty 3040.615037 = -1306962.614005
  nChanged 278
		SP:Iteration 13Q (107756.590000 sec): 3 clusters
  Score: Raw -1310178.008616 + Penalty 3040.615037 = -1307137.393579
  nChanged 249
		SP:Iteration 14Q (107756.890000 sec): 3 clusters
  Score: Raw -1310357.557164 + Penalty 3040.615037 = -1307316.942127
  nChanged 197
		SP:Iteration 15Q (107757.150000 sec): 3 clusters
  Score: Raw -1310490.489195 + Penalty 3040.615037 = -1307449.874158
  nChanged 160
		SP:Iteration 16Q (107757.480000 sec): 3 clusters
  Score: Raw -1310598.412610 + Penalty 3040.615037 = -1307557.797573
  nChanged 142
		SP:Iteration 17Q (107757.750000 sec): 3 clusters
  Score: Raw -1310694.088891 + Penalty 3040.615037 = -1307653.473854
  nChanged 108
		SP:Iteration 18Q (107757.990000 sec): 3 clusters
  Score: Raw -1310765.053253 + Penalty 3040.615037 = -1307724.438216
  nChanged 89
		SP:Iteration 19Q (107758.190000 sec): 3 clusters
  Score: Raw -1310816.583451 + Penalty 3040.615037 = -1307775.968414
  nChanged 70
		SP:Iteration 20F (107758.480000 sec): 3 clusters
  Score: Raw -1310859.651136 + Penalty 3040.615037 = -1307819.036099
  nChanged 60
		SP:Iteration 21Q (107758.740000 sec): 3 clusters
  Score: Raw -1310897.428949 + Penalty 3040.615037 = -1307856.813912
  nChanged 55
		SP:Iteration 22Q (107758.970000 sec): 3 clusters
  Score: Raw -1310936.442372 + Penalty 3040.615037 = -1307895.827336
  nChanged 52
		SP:Iteration 23Q (107759.270000 sec): 3 clusters
  Score: Raw -1310981.742413 + Penalty 3040.615037 = -1307941.127376
  nChanged 36
		SP:Iteration 24Q (107759.520000 sec): 3 clusters
  Score: Raw -1311002.363357 + Penalty 3040.615037 = -1307961.748320
  nChanged 27
		SP:Iteration 25Q (107759.720000 sec): 3 clusters
  Score: Raw -1311017.756265 + Penalty 3040.615037 = -1307977.141228
  nChanged 21
		SP:Iteration 26Q (107759.940000 sec): 3 clusters
  Score: Raw -1311034.454313 + Penalty 3040.615037 = -1307993.839276
  nChanged 20
		SP:Iteration 27Q (107760.210000 sec): 3 clusters
  Score: Raw -1311049.097789 + Penalty 3040.615037 = -1308008.482752
  nChanged 24
		SP:Iteration 28Q (107760.450000 sec): 3 clusters
  Score: Raw -1311061.021974 + Penalty 3040.615037 = -1308020.406937
  nChanged 14
		SP:Iteration 29Q (107760.670000 sec): 3 clusters
  Score: Raw -1311067.728096 + Penalty 3040.615037 = -1308027.113059
  nChanged 10
		SP:Iteration 30Q (107760.890000 sec): 3 clusters
  Score: Raw -1311072.855191 + Penalty 3040.615037 = -1308032.240154
  nChanged 6
		SP:Iteration 31Q (107761.120000 sec): 3 clusters
  Score: Raw -1311075.675536 + Penalty 3040.615037 = -1308035.060499
  nChanged 5
		SP:Iteration 32Q (107761.380000 sec): 3 clusters
  Score: Raw -1311078.124981 + Penalty 3040.615037 = -1308037.509945
  nChanged 6
		SP:Iteration 33Q (107761.660000 sec): 3 clusters
  Score: Raw -1311083.514955 + Penalty 3040.615037 = -1308042.899918
  nChanged 4
		SP:Iteration 34Q (107761.910000 sec): 3 clusters
  Score: Raw -1311086.319634 + Penalty 3040.615037 = -1308045.704597
  nChanged 8
		SP:Iteration 35Q (107762.120000 sec): 3 clusters
  Score: Raw -1311089.645833 + Penalty 3040.615037 = -1308049.030796
  nChanged 4
		SP:Iteration 36Q (107762.400000 sec): 3 clusters
  Score: Raw -1311090.959959 + Penalty 3040.615037 = -1308050.344922
  nChanged 2
		SP:Iteration 37Q (107762.710000 sec): 3 clusters
  Score: Raw -1311092.146867 + Penalty 3040.615037 = -1308051.531831
  nChanged 1
		SP:Iteration 38Q (107762.940000 sec): 3 clusters
  Score: Raw -1311092.650798 + Penalty 3040.615037 = -1308052.035761
  nChanged 2
		SP:Iteration 39Q (107763.190000 sec): 3 clusters
  Score: Raw -1311093.972823 + Penalty 3040.615037 = -1308053.357786
  nChanged 3
		SP:Iteration 40F (107763.420000 sec): 3 clusters
  Score: Raw -1311095.740341 + Penalty 3040.615037 = -1308055.125305
  nChanged 3
		SP:Iteration 41Q (107763.710000 sec): 3 clusters
  Score: Raw -1311096.767342 + Penalty 3040.615037 = -1308056.152306
  nChanged 2
		SP:Iteration 42Q (107763.930000 sec): 3 clusters
  Score: Raw -1311097.893568 + Penalty 3040.615037 = -1308057.278531
  nChanged 2
		SP:Iteration 43Q (107764.170000 sec): 3 clusters
  Score: Raw -1311099.043673 + Penalty 3040.615037 = -1308058.428636
  nChanged 1
		SP:Iteration 44Q (107764.410000 sec): 3 clusters
  Score: Raw -1311099.378460 + Penalty 3040.615037 = -1308058.763423
  nChanged 1
		SP:Iteration 45Q (107764.600000 sec): 3 clusters
  Score: Raw -1311099.823419 + Penalty 3040.615037 = -1308059.208382
  nChanged 1
		SP:Iteration 46Q (107764.880000 sec): 3 clusters
  Score: Raw -1311100.380130 + Penalty 3040.615037 = -1308059.765093
  nChanged 1
		SP:Iteration 47Q (107765.040000 sec): 3 clusters
  Score: Raw -1311101.032534 + Penalty 3040.615037 = -1308060.417497
  nChanged 1
		SP:Iteration 48Q (107765.270000 sec): 3 clusters
  Score: Raw -1311101.302186 + Penalty 3040.615037 = -1308060.687149
  nChanged 0
		SP:Iteration 49F (107765.490000 sec): 3 clusters
  Score: Raw -1311101.302186 + Penalty 3040.615037 = -1308060.687149
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107765.610000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107765.790000 sec): 3 clusters
  Score: Raw -19386.126079 + Penalty 1726.791943 = -17659.334136
  nChanged 39
		SP:Iteration 1F (107765.990000 sec): 3 clusters
  Score: Raw -19584.777615 + Penalty 1726.791943 = -17857.985672
  nChanged 16
		SP:Iteration 2F (107766.140000 sec): 3 clusters
  Score: Raw -19720.526285 + Penalty 1726.791943 = -17993.734342
  nChanged 11
		SP:Iteration 3F (107766.380000 sec): 3 clusters
  Score: Raw -19800.356944 + Penalty 1726.791943 = -18073.565001
  nChanged 2
		SP:Iteration 4Q (107766.560000 sec): 3 clusters
  Score: Raw -19817.583647 + Penalty 1726.791943 = -18090.791704
  nChanged 1
		SP:Iteration 5Q (107766.800000 sec): 3 clusters
  Score: Raw -19827.318451 + Penalty 1726.791943 = -18100.526508
  nChanged 0
		SP:Iteration 6F (107767.000000 sec): 3 clusters
  Score: Raw -19827.318451 + Penalty 1726.791943 = -18100.526508
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107767.060000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107767.250000 sec): 3 clusters
  Score: Raw -59595.240437 + Penalty 2047.755383 = -57547.485054
  nChanged 121
		SP:Iteration 1F (107767.450000 sec): 3 clusters
  Score: Raw -59732.211157 + Penalty 2047.755383 = -57684.455774
  nChanged 28
		SP:Iteration 2F (107767.650000 sec): 3 clusters
  Score: Raw -59775.770376 + Penalty 2047.755383 = -57728.014992
  nChanged 21
		SP:Iteration 3Q (107767.850000 sec): 3 clusters
  Score: Raw -59814.932729 + Penalty 2047.755383 = -57767.177345
  nChanged 14
		SP:Iteration 4Q (107768.060000 sec): 3 clusters
  Score: Raw -59845.045930 + Penalty 2047.755383 = -57797.290547
  nChanged 8
		SP:Iteration 5Q (107768.270000 sec): 3 clusters
  Score: Raw -59856.426597 + Penalty 2047.755383 = -57808.671214
  nChanged 8
		SP:Iteration 6Q (107768.450000 sec): 3 clusters
  Score: Raw -59868.989712 + Penalty 2047.755383 = -57821.234329
  nChanged 5
		SP:Iteration 7Q (107768.560000 sec): 3 clusters
  Score: Raw -59875.939238 + Penalty 2047.755383 = -57828.183855
  nChanged 3
		SP:Iteration 8Q (107768.700000 sec): 3 clusters
  Score: Raw -59879.599485 + Penalty 2047.755383 = -57831.844102
  nChanged 2
		SP:Iteration 9Q (107768.850000 sec): 3 clusters
  Score: Raw -59884.492290 + Penalty 2047.755383 = -57836.736906
  nChanged 1
		SP:Iteration 10Q (107769.000000 sec): 3 clusters
  Score: Raw -59885.997673 + Penalty 2047.755383 = -57838.242290
  nChanged 1
		SP:Iteration 11Q (107769.150000 sec): 3 clusters
  Score: Raw -59886.577721 + Penalty 2047.755383 = -57838.822337
  nChanged 0
		SP:Iteration 12F (107769.300000 sec): 3 clusters
  Score: Raw -59886.577721 + Penalty 2047.755383 = -57838.822337
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107769.350000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107769.600000 sec): 3 clusters
  Score: Raw -16829.065194 + Penalty 1663.347989 = -15165.717205
  nChanged 16
		SP:Iteration 1F (107769.800000 sec): 3 clusters
  Score: Raw -16924.574537 + Penalty 1663.347989 = -15261.226548
  nChanged 4
		SP:Iteration 2Q (107770.010000 sec): 3 clusters
  Score: Raw -16946.293622 + Penalty 1663.347989 = -15282.945633
  nChanged 3
		SP:Iteration 3Q (107770.200000 sec): 3 clusters
  Score: Raw -16963.143815 + Penalty 1663.347989 = -15299.795826
  nChanged 2
		SP:Iteration 4Q (107770.340000 sec): 3 clusters
  Score: Raw -16969.593185 + Penalty 1663.347989 = -15306.245196
  nChanged 1
		SP:Iteration 5Q (107770.520000 sec): 3 clusters
  Score: Raw -16977.764389 + Penalty 1663.347989 = -15314.416400
  nChanged 1
		SP:Iteration 6Q (107770.670000 sec): 3 clusters
  Score: Raw -16983.331276 + Penalty 1663.347989 = -15319.983286
  nChanged 2
		SP:Iteration 7Q (107770.830000 sec): 3 clusters
  Score: Raw -16991.435155 + Penalty 1663.347989 = -15328.087166
  nChanged 0
		SP:Iteration 8F (107771.000000 sec): 3 clusters
  Score: Raw -16991.435155 + Penalty 1663.347989 = -15328.087166
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107771.280000 sec): 2 clusters
  Score: Raw -2046569.190397 + Penalty 1606.844263 = -2044962.346134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107771.650000 sec): 3 clusters
  Score: Raw -2034663.182809 + Penalty 3213.688526 = -2031449.494283
  nChanged 8994
		SP:Iteration 1F (107771.950000 sec): 3 clusters
  Score: Raw -2039639.896944 + Penalty 3213.688526 = -2036426.208418
  nChanged 1073
		SP:Iteration 2F (107772.310000 sec): 3 clusters
  Score: Raw -2040112.353600 + Penalty 3213.688526 = -2036898.665074
  nChanged 1047
		SP:Iteration 3F (107772.580000 sec): 3 clusters
  Score: Raw -2040589.683808 + Penalty 3213.688526 = -2037375.995282
  nChanged 1019
		SP:Iteration 4F (107772.950000 sec): 3 clusters
  Score: Raw -2041062.107332 + Penalty 3213.688526 = -2037848.418806
  nChanged 973
		SP:Iteration 5Q (107773.320000 sec): 3 clusters
  Score: Raw -2041546.785216 + Penalty 3213.688526 = -2038333.096690
  nChanged 975
		SP:Iteration 6Q (107773.630000 sec): 3 clusters
  Score: Raw -2042070.033775 + Penalty 3213.688526 = -2038856.345249
  nChanged 943
		SP:Iteration 7Q (107774.010000 sec): 3 clusters
  Score: Raw -2042585.088869 + Penalty 3213.688526 = -2039371.400343
  nChanged 892
		SP:Iteration 8Q (107774.350000 sec): 3 clusters
  Score: Raw -2043098.261873 + Penalty 3213.688526 = -2039884.573347
  nChanged 849
		SP:Iteration 9Q (107774.650000 sec): 3 clusters
  Score: Raw -2043585.176287 + Penalty 3213.688526 = -2040371.487761
  nChanged 740
		SP:Iteration 10Q (107774.950000 sec): 3 clusters
  Score: Raw -2043947.793319 + Penalty 3213.688526 = -2040734.104794
  nChanged 604
		SP:Iteration 11Q (107775.290000 sec): 3 clusters
  Score: Raw -2044192.999634 + Penalty 3213.688526 = -2040979.311109
  nChanged 444
		SP:Iteration 12Q (107775.610000 sec): 3 clusters
  Score: Raw -2044333.871637 + Penalty 3213.688526 = -2041120.183111
  nChanged 333
		SP:Iteration 13Q (107775.930000 sec): 3 clusters
  Score: Raw -2044426.454657 + Penalty 3213.688526 = -2041212.766131
  nChanged 274
		SP:Iteration 14Q (107776.220000 sec): 3 clusters
  Score: Raw -2044497.736082 + Penalty 3213.688526 = -2041284.047556
  nChanged 251
		SP:Iteration 15Q (107776.650000 sec): 3 clusters
  Score: Raw -2044563.645236 + Penalty 3213.688526 = -2041349.956710
  nChanged 207
		SP:Iteration 16Q (107777.010000 sec): 3 clusters
  Score: Raw -2044616.594553 + Penalty 3213.688526 = -2041402.906027
  nChanged 216
		SP:Iteration 17Q (107777.370000 sec): 3 clusters
  Score: Raw -2044675.062327 + Penalty 3213.688526 = -2041461.373801
  nChanged 209
		SP:Iteration 18Q (107777.690000 sec): 3 clusters
  Score: Raw -2044723.310124 + Penalty 3213.688526 = -2041509.621598
  nChanged 185
		SP:Iteration 19Q (107777.990000 sec): 3 clusters
  Score: Raw -2044765.448210 + Penalty 3213.688526 = -2041551.759684
  nChanged 177
		SP:Iteration 20F (107778.240000 sec): 3 clusters
  Score: Raw -2044803.266059 + Penalty 3213.688526 = -2041589.577534
  nChanged 162
		SP:Iteration 21Q (107778.520000 sec): 3 clusters
  Score: Raw -2044840.894169 + Penalty 3213.688526 = -2041627.205643
  nChanged 162
		SP:Iteration 22Q (107778.800000 sec): 3 clusters
  Score: Raw -2044881.759704 + Penalty 3213.688526 = -2041668.071179
  nChanged 158
		SP:Iteration 23Q (107779.120000 sec): 3 clusters
  Score: Raw -2044914.039779 + Penalty 3213.688526 = -2041700.351253
  nChanged 138
		SP:Iteration 24Q (107779.430000 sec): 3 clusters
  Score: Raw -2044940.415741 + Penalty 3213.688526 = -2041726.727216
  nChanged 123
		SP:Iteration 25Q (107779.740000 sec): 3 clusters
  Score: Raw -2044960.098990 + Penalty 3213.688526 = -2041746.410464
  nChanged 100
		SP:Iteration 26Q (107780.030000 sec): 3 clusters
  Score: Raw -2044974.723413 + Penalty 3213.688526 = -2041761.034887
  nChanged 94
		SP:Iteration 27Q (107780.290000 sec): 3 clusters
  Score: Raw -2044988.049146 + Penalty 3213.688526 = -2041774.360620
  nChanged 98
		SP:Iteration 28Q (107780.610000 sec): 3 clusters
  Score: Raw -2045002.716260 + Penalty 3213.688526 = -2041789.027734
  nChanged 99
		SP:Iteration 29Q (107780.890000 sec): 3 clusters
  Score: Raw -2045018.030086 + Penalty 3213.688526 = -2041804.341560
  nChanged 97
		SP:Iteration 30Q (107781.190000 sec): 3 clusters
  Score: Raw -2045031.687999 + Penalty 3213.688526 = -2041817.999474
  nChanged 88
		SP:Iteration 31Q (107781.550000 sec): 3 clusters
  Score: Raw -2045045.296515 + Penalty 3213.688526 = -2041831.607989
  nChanged 96
		SP:Iteration 32Q (107781.870000 sec): 3 clusters
  Score: Raw -2045060.810855 + Penalty 3213.688526 = -2041847.122330
  nChanged 95
		SP:Iteration 33Q (107782.160000 sec): 3 clusters
  Score: Raw -2045073.693517 + Penalty 3213.688526 = -2041860.004991
  nChanged 90
		SP:Iteration 34Q (107782.460000 sec): 3 clusters
  Score: Raw -2045088.284328 + Penalty 3213.688526 = -2041874.595802
  nChanged 104
		SP:Iteration 35Q (107782.710000 sec): 3 clusters
  Score: Raw -2045106.837457 + Penalty 3213.688526 = -2041893.148931
  nChanged 101
		SP:Iteration 36Q (107783.050000 sec): 3 clusters
  Score: Raw -2045126.210989 + Penalty 3213.688526 = -2041912.522464
  nChanged 120
		SP:Iteration 37Q (107783.340000 sec): 3 clusters
  Score: Raw -2045150.830642 + Penalty 3213.688526 = -2041937.142117
  nChanged 139
		SP:Iteration 38Q (107783.620000 sec): 3 clusters
  Score: Raw -2045180.256520 + Penalty 3213.688526 = -2041966.567994
  nChanged 157
		SP:Iteration 39Q (107783.920000 sec): 3 clusters
  Score: Raw -2045218.145724 + Penalty 3213.688526 = -2042004.457198
  nChanged 178
		SP:Iteration 40F (107784.240000 sec): 3 clusters
  Score: Raw -2045264.149336 + Penalty 3213.688526 = -2042050.460811
  nChanged 178
		SP:Iteration 41Q (107784.480000 sec): 3 clusters
  Score: Raw -2045310.129204 + Penalty 3213.688526 = -2042096.440678
  nChanged 184
		SP:Iteration 42Q (107784.820000 sec): 3 clusters
  Score: Raw -2045361.680320 + Penalty 3213.688526 = -2042147.991794
  nChanged 180
		SP:Iteration 43Q (107785.130000 sec): 3 clusters
  Score: Raw -2045410.675029 + Penalty 3213.688526 = -2042196.986504
  nChanged 180
		SP:Iteration 44Q (107785.550000 sec): 3 clusters
  Score: Raw -2045458.795311 + Penalty 3213.688526 = -2042245.106785
  nChanged 187
		SP:Iteration 45Q (107785.870000 sec): 3 clusters
  Score: Raw -2045512.961946 + Penalty 3213.688526 = -2042299.273420
  nChanged 205
		SP:Iteration 46Q (107786.250000 sec): 3 clusters
  Score: Raw -2045572.248338 + Penalty 3213.688526 = -2042358.559812
  nChanged 168
		SP:Iteration 47Q (107786.540000 sec): 3 clusters
  Score: Raw -2045624.224662 + Penalty 3213.688526 = -2042410.536136
  nChanged 186
		SP:Iteration 48Q (107786.850000 sec): 3 clusters
  Score: Raw -2045672.692730 + Penalty 3213.688526 = -2042459.004204
  nChanged 159
		SP:Iteration 49Q (107787.130000 sec): 3 clusters
  Score: Raw -2045711.907849 + Penalty 3213.688526 = -2042498.219323
  nChanged 156
		SP:Iteration 50Q (107787.370000 sec): 3 clusters
  Score: Raw -2045749.306028 + Penalty 3213.688526 = -2042535.617503
  nChanged 138
		SP:Iteration 51Q (107787.650000 sec): 3 clusters
  Score: Raw -2045784.892306 + Penalty 3213.688526 = -2042571.203780
  nChanged 144
		SP:Iteration 52Q (107787.970000 sec): 3 clusters
  Score: Raw -2045827.161612 + Penalty 3213.688526 = -2042613.473087
  nChanged 151
		SP:Iteration 53Q (107788.220000 sec): 3 clusters
  Score: Raw -2045876.148704 + Penalty 3213.688526 = -2042662.460179
  nChanged 160
		SP:Iteration 54Q (107788.550000 sec): 3 clusters
  Score: Raw -2045928.779373 + Penalty 3213.688526 = -2042715.090847
  nChanged 158
		SP:Iteration 55Q (107788.840000 sec): 3 clusters
  Score: Raw -2045982.825118 + Penalty 3213.688526 = -2042769.136592
  nChanged 180
		SP:Iteration 56Q (107789.130000 sec): 3 clusters
  Score: Raw -2046043.106480 + Penalty 3213.688526 = -2042829.417955
  nChanged 178
		SP:Iteration 57Q (107789.440000 sec): 3 clusters
  Score: Raw -2046109.123431 + Penalty 3213.688526 = -2042895.434905
  nChanged 188
		SP:Iteration 58Q (107789.690000 sec): 3 clusters
  Score: Raw -2046177.286115 + Penalty 3213.688526 = -2042963.597589
  nChanged 172
		SP:Iteration 59Q (107789.970000 sec): 3 clusters
  Score: Raw -2046235.367375 + Penalty 3213.688526 = -2043021.678850
  nChanged 169
		SP:Iteration 60F (107790.350000 sec): 3 clusters
  Score: Raw -2046294.469896 + Penalty 3213.688526 = -2043080.781370
  nChanged 157
		SP:Iteration 61Q (107790.680000 sec): 3 clusters
  Score: Raw -2046344.486497 + Penalty 3213.688526 = -2043130.797972
  nChanged 155
		SP:Iteration 62Q (107790.960000 sec): 3 clusters
  Score: Raw -2046399.321967 + Penalty 3213.688526 = -2043185.633441
  nChanged 144
		SP:Iteration 63Q (107791.280000 sec): 3 clusters
  Score: Raw -2046452.165508 + Penalty 3213.688526 = -2043238.476982
  nChanged 116
		SP:Iteration 64Q (107791.650000 sec): 3 clusters
  Score: Raw -2046495.673653 + Penalty 3213.688526 = -2043281.985127
  nChanged 110
		SP:Iteration 65Q (107792.010000 sec): 3 clusters
  Score: Raw -2046534.552840 + Penalty 3213.688526 = -2043320.864314
  nChanged 87
		SP:Iteration 66Q (107792.290000 sec): 3 clusters
  Score: Raw -2046565.500601 + Penalty 3213.688526 = -2043351.812075
  nChanged 94
		SP:Iteration 67Q (107792.580000 sec): 3 clusters
  Score: Raw -2046600.297437 + Penalty 3213.688526 = -2043386.608911
  nChanged 83
		SP:Iteration 68Q (107792.900000 sec): 3 clusters
  Score: Raw -2046628.253791 + Penalty 3213.688526 = -2043414.565265
  nChanged 63
		SP:Iteration 69Q (107793.160000 sec): 3 clusters
  Score: Raw -2046647.996794 + Penalty 3213.688526 = -2043434.308269
  nChanged 50
		SP:Iteration 70Q (107793.440000 sec): 3 clusters
  Score: Raw -2046666.479274 + Penalty 3213.688526 = -2043452.790748
  nChanged 50
		SP:Iteration 71Q (107793.700000 sec): 3 clusters
  Score: Raw -2046683.526073 + Penalty 3213.688526 = -2043469.837547
  nChanged 51
		SP:Iteration 72Q (107793.950000 sec): 3 clusters
  Score: Raw -2046700.711450 + Penalty 3213.688526 = -2043487.022924
  nChanged 49
		SP:Iteration 73Q (107794.290000 sec): 3 clusters
  Score: Raw -2046718.515088 + Penalty 3213.688526 = -2043504.826563
  nChanged 46
		SP:Iteration 74Q (107794.580000 sec): 3 clusters
  Score: Raw -2046735.675687 + Penalty 3213.688526 = -2043521.987162
  nChanged 42
		SP:Iteration 75Q (107794.900000 sec): 3 clusters
  Score: Raw -2046750.485910 + Penalty 3213.688526 = -2043536.797384
  nChanged 36
		SP:Iteration 76Q (107795.190000 sec): 3 clusters
  Score: Raw -2046766.322153 + Penalty 3213.688526 = -2043552.633627
  nChanged 39
		SP:Iteration 77Q (107795.540000 sec): 3 clusters
  Score: Raw -2046783.213465 + Penalty 3213.688526 = -2043569.524940
  nChanged 33
		SP:Iteration 78Q (107795.830000 sec): 3 clusters
  Score: Raw -2046793.428801 + Penalty 3213.688526 = -2043579.740275
  nChanged 29
		SP:Iteration 79Q (107796.070000 sec): 3 clusters
  Score: Raw -2046800.916859 + Penalty 3213.688526 = -2043587.228334
  nChanged 20
		SP:Iteration 80F (107796.380000 sec): 3 clusters
  Score: Raw -2046806.925054 + Penalty 3213.688526 = -2043593.236528
  nChanged 19
		SP:Iteration 81Q (107796.660000 sec): 3 clusters
  Score: Raw -2046813.565026 + Penalty 3213.688526 = -2043599.876500
  nChanged 17
		SP:Iteration 82Q (107796.990000 sec): 3 clusters
  Score: Raw -2046819.669391 + Penalty 3213.688526 = -2043605.980865
  nChanged 15
		SP:Iteration 83Q (107797.270000 sec): 3 clusters
  Score: Raw -2046824.496674 + Penalty 3213.688526 = -2043610.808148
  nChanged 11
		SP:Iteration 84Q (107797.510000 sec): 3 clusters
  Score: Raw -2046827.009482 + Penalty 3213.688526 = -2043613.320956
  nChanged 11
		SP:Iteration 85Q (107797.810000 sec): 3 clusters
  Score: Raw -2046830.414117 + Penalty 3213.688526 = -2043616.725592
  nChanged 10
		SP:Iteration 86Q (107798.080000 sec): 3 clusters
  Score: Raw -2046833.206862 + Penalty 3213.688526 = -2043619.518337
  nChanged 11
		SP:Iteration 87Q (107798.430000 sec): 3 clusters
  Score: Raw -2046836.112238 + Penalty 3213.688526 = -2043622.423712
  nChanged 5
		SP:Iteration 88Q (107798.720000 sec): 3 clusters
  Score: Raw -2046837.217990 + Penalty 3213.688526 = -2043623.529464
  nChanged 1
		SP:Iteration 89Q (107799.020000 sec): 3 clusters
  Score: Raw -2046837.468092 + Penalty 3213.688526 = -2043623.779566
  nChanged 1
		SP:Iteration 90Q (107799.370000 sec): 3 clusters
  Score: Raw -2046837.576143 + Penalty 3213.688526 = -2043623.887617
  nChanged 0
		SP:Iteration 91F (107799.640000 sec): 3 clusters
  Score: Raw -2046837.576143 + Penalty 3213.688526 = -2043623.887617
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (28422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107799.870000 sec): 2 clusters
  Score: Raw -3008780.693165 + Penalty 1666.424300 = -3007114.268865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107800.210000 sec): 3 clusters
  Score: Raw -2991205.624193 + Penalty 3332.848601 = -2987872.775592
  nChanged 13000
		SP:Iteration 1F (107800.530000 sec): 3 clusters
  Score: Raw -2998719.739660 + Penalty 3332.848601 = -2995386.891059
  nChanged 1624
		SP:Iteration 2F (107800.860000 sec): 3 clusters
  Score: Raw -2999440.971964 + Penalty 3332.848601 = -2996108.123363
  nChanged 1623
		SP:Iteration 3F (107801.210000 sec): 3 clusters
  Score: Raw -3000282.028689 + Penalty 3332.848601 = -2996949.180088
  nChanged 1723
		SP:Iteration 4F (107801.610000 sec): 3 clusters
  Score: Raw -3001266.462665 + Penalty 3332.848601 = -2997933.614064
  nChanged 1707
		SP:Iteration 5F (107801.920000 sec): 3 clusters
  Score: Raw -3002379.525848 + Penalty 3332.848601 = -2999046.677247
  nChanged 1717
		SP:Iteration 6F (107802.250000 sec): 3 clusters
  Score: Raw -3003569.087568 + Penalty 3332.848601 = -3000236.238967
  nChanged 1652
		SP:Iteration 7F (107802.570000 sec): 3 clusters
  Score: Raw -3004766.535653 + Penalty 3332.848601 = -3001433.687052
  nChanged 1506
		SP:Iteration 8F (107802.890000 sec): 3 clusters
  Score: Raw -3005704.404432 + Penalty 3332.848601 = -3002371.555831
  nChanged 1098
		SP:Iteration 9Q (107803.300000 sec): 3 clusters
  Score: Raw -3006271.367056 + Penalty 3332.848601 = -3002938.518455
  nChanged 829
		SP:Iteration 10Q (107803.650000 sec): 3 clusters
  Score: Raw -3006641.400113 + Penalty 3332.848601 = -3003308.551512
  nChanged 606
		SP:Iteration 11Q (107804.000000 sec): 3 clusters
  Score: Raw -3006906.252069 + Penalty 3332.848601 = -3003573.403468
  nChanged 521
		SP:Iteration 12Q (107804.330000 sec): 3 clusters
  Score: Raw -3007111.963023 + Penalty 3332.848601 = -3003779.114422
  nChanged 441
		SP:Iteration 13Q (107804.710000 sec): 3 clusters
  Score: Raw -3007279.107461 + Penalty 3332.848601 = -3003946.258860
  nChanged 389
		SP:Iteration 14Q (107805.070000 sec): 3 clusters
  Score: Raw -3007418.376943 + Penalty 3332.848601 = -3004085.528342
  nChanged 361
		SP:Iteration 15Q (107805.400000 sec): 3 clusters
  Score: Raw -3007544.939982 + Penalty 3332.848601 = -3004212.091381
  nChanged 356
		SP:Iteration 16Q (107805.760000 sec): 3 clusters
  Score: Raw -3007672.716455 + Penalty 3332.848601 = -3004339.867854
  nChanged 362
		SP:Iteration 17Q (107806.090000 sec): 3 clusters
  Score: Raw -3007793.717378 + Penalty 3332.848601 = -3004460.868777
  nChanged 359
		SP:Iteration 18Q (107806.420000 sec): 3 clusters
  Score: Raw -3007923.297077 + Penalty 3332.848601 = -3004590.448476
  nChanged 377
		SP:Iteration 19Q (107806.780000 sec): 3 clusters
  Score: Raw -3008047.111967 + Penalty 3332.848601 = -3004714.263366
  nChanged 337
		SP:Iteration 20F (107807.190000 sec): 3 clusters
  Score: Raw -3008142.694744 + Penalty 3332.848601 = -3004809.846143
  nChanged 272
		SP:Iteration 21Q (107807.580000 sec): 3 clusters
  Score: Raw -3008208.901182 + Penalty 3332.848601 = -3004876.052581
  nChanged 241
		SP:Iteration 22Q (107807.930000 sec): 3 clusters
  Score: Raw -3008264.842487 + Penalty 3332.848601 = -3004931.993887
  nChanged 204
		SP:Iteration 23Q (107808.270000 sec): 3 clusters
  Score: Raw -3008304.508769 + Penalty 3332.848601 = -3004971.660168
  nChanged 167
		SP:Iteration 24Q (107808.630000 sec): 3 clusters
  Score: Raw -3008336.328166 + Penalty 3332.848601 = -3005003.479565
  nChanged 158
		SP:Iteration 25Q (107809.020000 sec): 3 clusters
  Score: Raw -3008361.854828 + Penalty 3332.848601 = -3005029.006227
  nChanged 140
		SP:Iteration 26Q (107809.400000 sec): 3 clusters
  Score: Raw -3008384.017465 + Penalty 3332.848601 = -3005051.168864
  nChanged 119
		SP:Iteration 27Q (107809.740000 sec): 3 clusters
  Score: Raw -3008400.513509 + Penalty 3332.848601 = -3005067.664908
  nChanged 119
		SP:Iteration 28Q (107810.100000 sec): 3 clusters
  Score: Raw -3008415.498255 + Penalty 3332.848601 = -3005082.649654
  nChanged 97
		SP:Iteration 29Q (107810.530000 sec): 3 clusters
  Score: Raw -3008425.706807 + Penalty 3332.848601 = -3005092.858206
  nChanged 72
		SP:Iteration 30Q (107810.900000 sec): 3 clusters
  Score: Raw -3008432.532663 + Penalty 3332.848601 = -3005099.684062
  nChanged 52
		SP:Iteration 31Q (107811.320000 sec): 3 clusters
  Score: Raw -3008436.243103 + Penalty 3332.848601 = -3005103.394502
  nChanged 37
		SP:Iteration 32Q (107811.670000 sec): 3 clusters
  Score: Raw -3008438.423366 + Penalty 3332.848601 = -3005105.574765
  nChanged 34
		SP:Iteration 33Q (107811.980000 sec): 3 clusters
  Score: Raw -3008440.618104 + Penalty 3332.848601 = -3005107.769503
  nChanged 30
		SP:Iteration 34Q (107812.300000 sec): 3 clusters
  Score: Raw -3008442.314974 + Penalty 3332.848601 = -3005109.466373
  nChanged 20
		SP:Iteration 35Q (107812.630000 sec): 3 clusters
  Score: Raw -3008443.356806 + Penalty 3332.848601 = -3005110.508205
  nChanged 19
		SP:Iteration 36Q (107812.960000 sec): 3 clusters
  Score: Raw -3008444.248165 + Penalty 3332.848601 = -3005111.399564
  nChanged 10
		SP:Iteration 37Q (107813.310000 sec): 3 clusters
  Score: Raw -3008444.737036 + Penalty 3332.848601 = -3005111.888435
  nChanged 10
		SP:Iteration 38Q (107813.710000 sec): 3 clusters
  Score: Raw -3008445.172338 + Penalty 3332.848601 = -3005112.323737
  nChanged 5
		SP:Iteration 39Q (107814.100000 sec): 3 clusters
  Score: Raw -3008445.403619 + Penalty 3332.848601 = -3005112.555018
  nChanged 7
		SP:Iteration 40F (107814.430000 sec): 3 clusters
  Score: Raw -3008445.647017 + Penalty 3332.848601 = -3005112.798416
  nChanged 6
		SP:Iteration 41Q (107814.760000 sec): 3 clusters
  Score: Raw -3008445.820539 + Penalty 3332.848601 = -3005112.971938
  nChanged 5
		SP:Iteration 42Q (107815.140000 sec): 3 clusters
  Score: Raw -3008446.022254 + Penalty 3332.848601 = -3005113.173653
  nChanged 3
		SP:Iteration 43Q (107815.420000 sec): 3 clusters
  Score: Raw -3008446.087931 + Penalty 3332.848601 = -3005113.239330
  nChanged 1
		SP:Iteration 44Q (107815.760000 sec): 3 clusters
  Score: Raw -3008446.124695 + Penalty 3332.848601 = -3005113.276094
  nChanged 3
		SP:Iteration 45Q (107816.220000 sec): 3 clusters
  Score: Raw -3008446.272586 + Penalty 3332.848601 = -3005113.423985
  nChanged 2
		SP:Iteration 46Q (107816.620000 sec): 3 clusters
  Score: Raw -3008446.332631 + Penalty 3332.848601 = -3005113.484030
  nChanged 1
		SP:Iteration 47Q (107816.930000 sec): 3 clusters
  Score: Raw -3008446.357552 + Penalty 3332.848601 = -3005113.508951
  nChanged 0
		SP:Iteration 48F (107817.300000 sec): 3 clusters
  Score: Raw -3008446.357552 + Penalty 3332.848601 = -3005113.508951
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107817.460000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107817.580000 sec): 3 clusters
  Score: Raw -55575.891905 + Penalty 2015.165482 = -53560.726423
  nChanged 108
		SP:Iteration 1F (107817.770000 sec): 3 clusters
  Score: Raw -55756.245392 + Penalty 2015.165482 = -53741.079910
  nChanged 27
		SP:Iteration 2F (107817.960000 sec): 3 clusters
  Score: Raw -55810.199830 + Penalty 2015.165482 = -53795.034348
  nChanged 19
		SP:Iteration 3Q (107818.140000 sec): 3 clusters
  Score: Raw -55844.307370 + Penalty 2015.165482 = -53829.141888
  nChanged 12
		SP:Iteration 4Q (107818.320000 sec): 3 clusters
  Score: Raw -55865.608617 + Penalty 2015.165482 = -53850.443135
  nChanged 7
		SP:Iteration 5Q (107818.450000 sec): 3 clusters
  Score: Raw -55875.109059 + Penalty 2015.165482 = -53859.943578
  nChanged 4
		SP:Iteration 6Q (107818.630000 sec): 3 clusters
  Score: Raw -55880.607470 + Penalty 2015.165482 = -53865.441989
  nChanged 2
		SP:Iteration 7Q (107818.820000 sec): 3 clusters
  Score: Raw -55887.192750 + Penalty 2015.165482 = -53872.027268
  nChanged 6
		SP:Iteration 8Q (107818.990000 sec): 3 clusters
  Score: Raw -55900.680752 + Penalty 2015.165482 = -53885.515270
  nChanged 2
		SP:Iteration 9Q (107819.130000 sec): 3 clusters
  Score: Raw -55903.272243 + Penalty 2015.165482 = -53888.106761
  nChanged 0
		SP:Iteration 10F (107819.270000 sec): 3 clusters
  Score: Raw -55903.272243 + Penalty 2015.165482 = -53888.106761
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107819.350000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107819.480000 sec): 3 clusters
  Score: Raw -48656.172442 + Penalty 1948.846929 = -46707.325513
  nChanged 83
		SP:Iteration 1F (107819.670000 sec): 3 clusters
  Score: Raw -48822.511455 + Penalty 1948.846929 = -46873.664527
  nChanged 19
		SP:Iteration 2Q (107819.760000 sec): 3 clusters
  Score: Raw -48854.157849 + Penalty 1948.846929 = -46905.310920
  nChanged 7
		SP:Iteration 3Q (107819.960000 sec): 3 clusters
  Score: Raw -48867.600269 + Penalty 1948.846929 = -46918.753340
  nChanged 5
		SP:Iteration 4Q (107820.110000 sec): 3 clusters
  Score: Raw -48872.039781 + Penalty 1948.846929 = -46923.192853
  nChanged 2
		SP:Iteration 5Q (107820.240000 sec): 3 clusters
  Score: Raw -48877.126647 + Penalty 1948.846929 = -46928.279718
  nChanged 3
		SP:Iteration 6Q (107820.430000 sec): 3 clusters
  Score: Raw -48881.003050 + Penalty 1948.846929 = -46932.156121
  nChanged 2
		SP:Iteration 7Q (107820.570000 sec): 3 clusters
  Score: Raw -48883.868018 + Penalty 1948.846929 = -46935.021089
  nChanged 3
		SP:Iteration 8Q (107820.760000 sec): 3 clusters
  Score: Raw -48887.056727 + Penalty 1948.846929 = -46938.209799
  nChanged 1
		SP:Iteration 9Q (107820.950000 sec): 3 clusters
  Score: Raw -48888.312457 + Penalty 1948.846929 = -46939.465528
  nChanged 1
		SP:Iteration 10Q (107821.110000 sec): 3 clusters
  Score: Raw -48889.949035 + Penalty 1948.846929 = -46941.102106
  nChanged 1
		SP:Iteration 11Q (107821.260000 sec): 3 clusters
  Score: Raw -48890.862259 + Penalty 1948.846929 = -46942.015330
  nChanged 0
		SP:Iteration 12F (107821.400000 sec): 3 clusters
  Score: Raw -48890.862259 + Penalty 1948.846929 = -46942.015330
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (333317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107823.120000 sec): 2 clusters
  Score: Raw -37865144.021139 + Penalty 2066.488006 = -37863077.533133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107824.960000 sec): 3 clusters
  Score: Raw -37642020.132879 + Penalty 4132.976012 = -37637887.156866
  nChanged 162254
		SP:Iteration 1F (107826.800000 sec): 3 clusters
  Score: Raw -37743427.225853 + Penalty 4132.976012 = -37739294.249841
  nChanged 15756
		SP:Iteration 2Q (107828.830000 sec): 3 clusters
  Score: Raw -37750461.992104 + Penalty 4132.976012 = -37746329.016092
  nChanged 20899
		SP:Iteration 3F (107830.800000 sec): 3 clusters
  Score: Raw -37762959.302873 + Penalty 4132.976012 = -37758826.326861
  nChanged 26607
		SP:Iteration 4F (107832.700000 sec): 3 clusters
  Score: Raw -37783505.749651 + Penalty 4132.976012 = -37779372.773639
  nChanged 30205
		SP:Iteration 5F (107834.480000 sec): 3 clusters
  Score: Raw -37811520.102569 + Penalty 4132.976012 = -37807387.126557
  nChanged 27024
		SP:Iteration 6F (107836.120000 sec): 3 clusters
  Score: Raw -37838573.501621 + Penalty 4132.976012 = -37834440.525609
  nChanged 17108
		SP:Iteration 7F (107837.800000 sec): 3 clusters
  Score: Raw -37855403.487820 + Penalty 4132.976012 = -37851270.511807
  nChanged 7491
		SP:Iteration 8Q (107839.570000 sec): 3 clusters
  Score: Raw -37862194.970103 + Penalty 4132.976012 = -37858061.994091
  nChanged 2640
		SP:Iteration 9Q (107841.560000 sec): 3 clusters
  Score: Raw -37864384.687752 + Penalty 4132.976012 = -37860251.711740
  nChanged 836
		SP:Iteration 10Q (107843.380000 sec): 3 clusters
  Score: Raw -37865072.384051 + Penalty 4132.976012 = -37860939.408039
  nChanged 295
		SP:Iteration 11Q (107844.910000 sec): 3 clusters
  Score: Raw -37865321.312452 + Penalty 4132.976012 = -37861188.336440
  nChanged 134
		SP:Iteration 12Q (107846.680000 sec): 3 clusters
  Score: Raw -37865425.459724 + Penalty 4132.976012 = -37861292.483712
  nChanged 75
		SP:Iteration 13Q (107848.260000 sec): 3 clusters
  Score: Raw -37865492.396378 + Penalty 4132.976012 = -37861359.420366
  nChanged 57
		SP:Iteration 14Q (107849.880000 sec): 3 clusters
  Score: Raw -37865543.611542 + Penalty 4132.976012 = -37861410.635530
  nChanged 45
		SP:Iteration 15Q (107851.480000 sec): 3 clusters
  Score: Raw -37865580.134437 + Penalty 4132.976012 = -37861447.158425
  nChanged 32
		SP:Iteration 16Q (107853.180000 sec): 3 clusters
  Score: Raw -37865608.220001 + Penalty 4132.976012 = -37861475.243989
  nChanged 25
		SP:Iteration 17Q (107854.720000 sec): 3 clusters
  Score: Raw -37865624.971708 + Penalty 4132.976012 = -37861491.995696
  nChanged 21
		SP:Iteration 18Q (107856.510000 sec): 3 clusters
  Score: Raw -37865639.044379 + Penalty 4132.976012 = -37861506.068367
  nChanged 20
		SP:Iteration 19Q (107858.240000 sec): 3 clusters
  Score: Raw -37865651.261598 + Penalty 4132.976012 = -37861518.285586
  nChanged 22
		SP:Iteration 20F (107859.970000 sec): 3 clusters
  Score: Raw -37865668.948728 + Penalty 4132.976012 = -37861535.972716
  nChanged 32
		SP:Iteration 21Q (107861.680000 sec): 3 clusters
  Score: Raw -37865691.118063 + Penalty 4132.976012 = -37861558.142050
  nChanged 24
		SP:Iteration 22Q (107863.660000 sec): 3 clusters
  Score: Raw -37865709.530612 + Penalty 4132.976012 = -37861576.554600
  nChanged 26
		SP:Iteration 23Q (107865.520000 sec): 3 clusters
  Score: Raw -37865726.719737 + Penalty 4132.976012 = -37861593.743725
  nChanged 19
		SP:Iteration 24Q (107867.440000 sec): 3 clusters
  Score: Raw -37865739.447827 + Penalty 4132.976012 = -37861606.471815
  nChanged 25
		SP:Iteration 25Q (107869.440000 sec): 3 clusters
  Score: Raw -37865761.473028 + Penalty 4132.976012 = -37861628.497016
  nChanged 25
		SP:Iteration 26Q (107871.450000 sec): 3 clusters
  Score: Raw -37865775.122913 + Penalty 4132.976012 = -37861642.146901
  nChanged 15
		SP:Iteration 27Q (107873.470000 sec): 3 clusters
  Score: Raw -37865780.795375 + Penalty 4132.976012 = -37861647.819363
  nChanged 11
		SP:Iteration 28Q (107875.190000 sec): 3 clusters
  Score: Raw -37865786.662035 + Penalty 4132.976012 = -37861653.686022
  nChanged 9
		SP:Iteration 29Q (107876.730000 sec): 3 clusters
  Score: Raw -37865792.421390 + Penalty 4132.976012 = -37861659.445378
  nChanged 17
		SP:Iteration 30Q (107878.260000 sec): 3 clusters
  Score: Raw -37865801.168020 + Penalty 4132.976012 = -37861668.192007
  nChanged 13
		SP:Iteration 31Q (107879.870000 sec): 3 clusters
  Score: Raw -37865807.525271 + Penalty 4132.976012 = -37861674.549259
  nChanged 13
		SP:Iteration 32Q (107881.420000 sec): 3 clusters
  Score: Raw -37865812.047703 + Penalty 4132.976012 = -37861679.071690
  nChanged 9
		SP:Iteration 33Q (107882.930000 sec): 3 clusters
  Score: Raw -37865815.918901 + Penalty 4132.976012 = -37861682.942889
  nChanged 9
		SP:Iteration 34Q (107884.470000 sec): 3 clusters
  Score: Raw -37865819.282070 + Penalty 4132.976012 = -37861686.306058
  nChanged 8
		SP:Iteration 35Q (107886.320000 sec): 3 clusters
  Score: Raw -37865822.879159 + Penalty 4132.976012 = -37861689.903147
  nChanged 8
		SP:Iteration 36Q (107887.930000 sec): 3 clusters
  Score: Raw -37865826.224616 + Penalty 4132.976012 = -37861693.248604
  nChanged 9
		SP:Iteration 37Q (107889.510000 sec): 3 clusters
  Score: Raw -37865829.932156 + Penalty 4132.976012 = -37861696.956144
  nChanged 6
		SP:Iteration 38Q (107891.050000 sec): 3 clusters
  Score: Raw -37865831.713299 + Penalty 4132.976012 = -37861698.737287
  nChanged 5
		SP:Iteration 39Q (107892.390000 sec): 3 clusters
  Score: Raw -37865834.125482 + Penalty 4132.976012 = -37861701.149470
  nChanged 6
		SP:Iteration 40F (107894.150000 sec): 3 clusters
  Score: Raw -37865836.314773 + Penalty 4132.976012 = -37861703.338761
  nChanged 10
		SP:Iteration 41Q (107895.630000 sec): 3 clusters
  Score: Raw -37865841.707164 + Penalty 4132.976012 = -37861708.731152
  nChanged 13
		SP:Iteration 42Q (107897.250000 sec): 3 clusters
  Score: Raw -37865846.879936 + Penalty 4132.976012 = -37861713.903924
  nChanged 10
		SP:Iteration 43Q (107898.910000 sec): 3 clusters
  Score: Raw -37865850.953288 + Penalty 4132.976012 = -37861717.977276
  nChanged 8
		SP:Iteration 44Q (107900.660000 sec): 3 clusters
  Score: Raw -37865855.726371 + Penalty 4132.976012 = -37861722.750359
  nChanged 10
		SP:Iteration 45Q (107902.460000 sec): 3 clusters
  Score: Raw -37865861.757208 + Penalty 4132.976012 = -37861728.781196
  nChanged 11
		SP:Iteration 46Q (107904.170000 sec): 3 clusters
  Score: Raw -37865867.367287 + Penalty 4132.976012 = -37861734.391275
  nChanged 12
		SP:Iteration 47Q (107905.760000 sec): 3 clusters
  Score: Raw -37865872.669367 + Penalty 4132.976012 = -37861739.693355
  nChanged 9
		SP:Iteration 48Q (107907.530000 sec): 3 clusters
  Score: Raw -37865877.354780 + Penalty 4132.976012 = -37861744.378768
  nChanged 16
		SP:Iteration 49Q (107909.220000 sec): 3 clusters
  Score: Raw -37865885.055378 + Penalty 4132.976012 = -37861752.079366
  nChanged 17
		SP:Iteration 50Q (107911.170000 sec): 3 clusters
  Score: Raw -37865891.089069 + Penalty 4132.976012 = -37861758.113057
  nChanged 15
		SP:Iteration 51Q (107912.870000 sec): 3 clusters
  Score: Raw -37865897.105937 + Penalty 4132.976012 = -37861764.129925
  nChanged 18
		SP:Iteration 52Q (107914.520000 sec): 3 clusters
  Score: Raw -37865903.156120 + Penalty 4132.976012 = -37861770.180108
  nChanged 12
		SP:Iteration 53Q (107916.410000 sec): 3 clusters
  Score: Raw -37865907.696517 + Penalty 4132.976012 = -37861774.720504
  nChanged 18
		SP:Iteration 54Q (107918.130000 sec): 3 clusters
  Score: Raw -37865914.711460 + Penalty 4132.976012 = -37861781.735448
  nChanged 24
		SP:Iteration 55Q (107919.800000 sec): 3 clusters
  Score: Raw -37865923.675853 + Penalty 4132.976012 = -37861790.699841
  nChanged 24
		SP:Iteration 56Q (107921.500000 sec): 3 clusters
  Score: Raw -37865935.101205 + Penalty 4132.976012 = -37861802.125193
  nChanged 18
		SP:Iteration 57Q (107923.110000 sec): 3 clusters
  Score: Raw -37865941.668478 + Penalty 4132.976012 = -37861808.692466
  nChanged 14
		SP:Iteration 58Q (107924.610000 sec): 3 clusters
  Score: Raw -37865946.197028 + Penalty 4132.976012 = -37861813.221016
  nChanged 19
		SP:Iteration 59Q (107926.200000 sec): 3 clusters
  Score: Raw -37865952.742452 + Penalty 4132.976012 = -37861819.766439
  nChanged 18
		SP:Iteration 60F (107927.960000 sec): 3 clusters
  Score: Raw -37865960.339316 + Penalty 4132.976012 = -37861827.363303
  nChanged 16
		SP:Iteration 61Q (107929.560000 sec): 3 clusters
  Score: Raw -37865968.543052 + Penalty 4132.976012 = -37861835.567040
  nChanged 18
		SP:Iteration 62Q (107931.170000 sec): 3 clusters
  Score: Raw -37865976.040257 + Penalty 4132.976012 = -37861843.064245
  nChanged 21
		SP:Iteration 63Q (107932.840000 sec): 3 clusters
  Score: Raw -37865986.959139 + Penalty 4132.976012 = -37861853.983127
  nChanged 28
		SP:Iteration 64Q (107934.520000 sec): 3 clusters
  Score: Raw -37865999.894828 + Penalty 4132.976012 = -37861866.918816
  nChanged 37
		SP:Iteration 65Q (107936.040000 sec): 3 clusters
  Score: Raw -37866017.395595 + Penalty 4132.976012 = -37861884.419583
  nChanged 39
		SP:Iteration 66Q (107937.870000 sec): 3 clusters
  Score: Raw -37866033.901050 + Penalty 4132.976012 = -37861900.925038
  nChanged 33
		SP:Iteration 67Q (107939.340000 sec): 3 clusters
  Score: Raw -37866046.947201 + Penalty 4132.976012 = -37861913.971189
  nChanged 30
		SP:Iteration 68Q (107941.220000 sec): 3 clusters
  Score: Raw -37866060.328981 + Penalty 4132.976012 = -37861927.352969
  nChanged 26
		SP:Iteration 69Q (107943.270000 sec): 3 clusters
  Score: Raw -37866070.115002 + Penalty 4132.976012 = -37861937.138989
  nChanged 26
		SP:Iteration 70Q (107945.230000 sec): 3 clusters
  Score: Raw -37866078.185883 + Penalty 4132.976012 = -37861945.209871
  nChanged 18
		SP:Iteration 71Q (107947.020000 sec): 3 clusters
  Score: Raw -37866085.544136 + Penalty 4132.976012 = -37861952.568124
  nChanged 19
		SP:Iteration 72Q (107948.790000 sec): 3 clusters
  Score: Raw -37866092.473498 + Penalty 4132.976012 = -37861959.497486
  nChanged 16
		SP:Iteration 73Q (107950.380000 sec): 3 clusters
  Score: Raw -37866097.452721 + Penalty 4132.976012 = -37861964.476708
  nChanged 18
		SP:Iteration 74Q (107951.920000 sec): 3 clusters
  Score: Raw -37866102.290578 + Penalty 4132.976012 = -37861969.314566
  nChanged 13
		SP:Iteration 75Q (107953.420000 sec): 3 clusters
  Score: Raw -37866105.650853 + Penalty 4132.976012 = -37861972.674841
  nChanged 10
		SP:Iteration 76Q (107955.070000 sec): 3 clusters
  Score: Raw -37866108.614307 + Penalty 4132.976012 = -37861975.638295
  nChanged 14
		SP:Iteration 77Q (107956.710000 sec): 3 clusters
  Score: Raw -37866112.121948 + Penalty 4132.976012 = -37861979.145936
  nChanged 14
		SP:Iteration 78Q (107958.640000 sec): 3 clusters
  Score: Raw -37866115.816721 + Penalty 4132.976012 = -37861982.840708
  nChanged 11
		SP:Iteration 79Q (107960.300000 sec): 3 clusters
  Score: Raw -37866118.671586 + Penalty 4132.976012 = -37861985.695574
  nChanged 13
		SP:Iteration 80F (107962.220000 sec): 3 clusters
  Score: Raw -37866122.248891 + Penalty 4132.976012 = -37861989.272879
  nChanged 12
		SP:Iteration 81Q (107963.970000 sec): 3 clusters
  Score: Raw -37866126.187737 + Penalty 4132.976012 = -37861993.211725
  nChanged 13
		SP:Iteration 82Q (107965.620000 sec): 3 clusters
  Score: Raw -37866130.248549 + Penalty 4132.976012 = -37861997.272537
  nChanged 16
		SP:Iteration 83Q (107967.200000 sec): 3 clusters
  Score: Raw -37866134.920364 + Penalty 4132.976012 = -37862001.944352
  nChanged 16
		SP:Iteration 84Q (107968.920000 sec): 3 clusters
  Score: Raw -37866140.503758 + Penalty 4132.976012 = -37862007.527746
  nChanged 19
		SP:Iteration 85Q (107970.740000 sec): 3 clusters
  Score: Raw -37866144.861133 + Penalty 4132.976012 = -37862011.885121
  nChanged 9
		SP:Iteration 86Q (107972.460000 sec): 3 clusters
  Score: Raw -37866146.470113 + Penalty 4132.976012 = -37862013.494100
  nChanged 8
		SP:Iteration 87Q (107974.260000 sec): 3 clusters
  Score: Raw -37866149.351096 + Penalty 4132.976012 = -37862016.375084
  nChanged 9
		SP:Iteration 88Q (107976.010000 sec): 3 clusters
  Score: Raw -37866151.049341 + Penalty 4132.976012 = -37862018.073329
  nChanged 13
		SP:Iteration 89Q (107977.640000 sec): 3 clusters
  Score: Raw -37866153.911553 + Penalty 4132.976012 = -37862020.935541
  nChanged 6
		SP:Iteration 90Q (107979.160000 sec): 3 clusters
  Score: Raw -37866155.210411 + Penalty 4132.976012 = -37862022.234399
  nChanged 7
		SP:Iteration 91Q (107980.810000 sec): 3 clusters
  Score: Raw -37866156.920053 + Penalty 4132.976012 = -37862023.944041
  nChanged 4
		SP:Iteration 92Q (107982.610000 sec): 3 clusters
  Score: Raw -37866157.641343 + Penalty 4132.976012 = -37862024.665331
  nChanged 4
		SP:Iteration 93Q (107984.490000 sec): 3 clusters
  Score: Raw -37866158.623922 + Penalty 4132.976012 = -37862025.647910
  nChanged 6
		SP:Iteration 94Q (107986.140000 sec): 3 clusters
  Score: Raw -37866160.049588 + Penalty 4132.976012 = -37862027.073576
  nChanged 3
		SP:Iteration 95Q (107987.890000 sec): 3 clusters
  Score: Raw -37866161.090361 + Penalty 4132.976012 = -37862028.114348
  nChanged 4
		SP:Iteration 96Q (107989.620000 sec): 3 clusters
  Score: Raw -37866162.052854 + Penalty 4132.976012 = -37862029.076842
  nChanged 5
		SP:Iteration 97Q (107991.420000 sec): 3 clusters
  Score: Raw -37866163.414264 + Penalty 4132.976012 = -37862030.438252
  nChanged 7
		SP:Iteration 98Q (107993.280000 sec): 3 clusters
  Score: Raw -37866165.186525 + Penalty 4132.976012 = -37862032.210513
  nChanged 8
		SP:Iteration 99Q (107994.930000 sec): 3 clusters
  Score: Raw -37866167.369863 + Penalty 4132.976012 = -37862034.393851
  nChanged 12
		SP:Iteration 100F (107996.940000 sec): 3 clusters
  Score: Raw -37866170.549286 + Penalty 4132.976012 = -37862037.573274
  nChanged 11
		SP:Iteration 101Q (107998.530000 sec): 3 clusters
  Score: Raw -37866174.318551 + Penalty 4132.976012 = -37862041.342539
  nChanged 17
		SP:Iteration 102Q (108000.220000 sec): 3 clusters
  Score: Raw -37866178.770177 + Penalty 4132.976012 = -37862045.794165
  nChanged 15
		SP:Iteration 103Q (108002.000000 sec): 3 clusters
  Score: Raw -37866182.862058 + Penalty 4132.976012 = -37862049.886046
  nChanged 17
		SP:Iteration 104Q (108003.970000 sec): 3 clusters
  Score: Raw -37866187.124578 + Penalty 4132.976012 = -37862054.148566
  nChanged 13
		SP:Iteration 105Q (108005.920000 sec): 3 clusters
  Score: Raw -37866189.928117 + Penalty 4132.976012 = -37862056.952105
  nChanged 11
		SP:Iteration 106Q (108007.670000 sec): 3 clusters
  Score: Raw -37866192.304847 + Penalty 4132.976012 = -37862059.328835
  nChanged 11
		SP:Iteration 107Q (108009.500000 sec): 3 clusters
  Score: Raw -37866196.091954 + Penalty 4132.976012 = -37862063.115942
  nChanged 15
		SP:Iteration 108Q (108011.190000 sec): 3 clusters
  Score: Raw -37866199.529743 + Penalty 4132.976012 = -37862066.553731
  nChanged 9
		SP:Iteration 109Q (108012.730000 sec): 3 clusters
  Score: Raw -37866202.145749 + Penalty 4132.976012 = -37862069.169737
  nChanged 10
		SP:Iteration 110Q (108014.550000 sec): 3 clusters
  Score: Raw -37866204.086708 + Penalty 4132.976012 = -37862071.110696
  nChanged 8
		SP:Iteration 111Q (108016.360000 sec): 3 clusters
  Score: Raw -37866206.100866 + Penalty 4132.976012 = -37862073.124854
  nChanged 5
		SP:Iteration 112Q (108018.550000 sec): 3 clusters
  Score: Raw -37866207.202256 + Penalty 4132.976012 = -37862074.226244
  nChanged 3
		SP:Iteration 113Q (108020.580000 sec): 3 clusters
  Score: Raw -37866208.211219 + Penalty 4132.976012 = -37862075.235207
  nChanged 3
		SP:Iteration 114Q (108022.890000 sec): 3 clusters
  Score: Raw -37866208.679357 + Penalty 4132.976012 = -37862075.703345
  nChanged 3
		SP:Iteration 115Q (108024.670000 sec): 3 clusters
  Score: Raw -37866209.213652 + Penalty 4132.976012 = -37862076.237640
  nChanged 1
		SP:Iteration 116Q (108026.400000 sec): 3 clusters
  Score: Raw -37866209.297511 + Penalty 4132.976012 = -37862076.321499
  nChanged 0
		SP:Iteration 117F (108028.540000 sec): 3 clusters
  Score: Raw -37866209.297511 + Penalty 4132.976012 = -37862076.321499
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (73869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108029.100000 sec): 2 clusters
  Score: Raw -8197455.035265 + Penalty 1821.632887 = -8195633.402378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108029.790000 sec): 3 clusters
  Score: Raw -8149918.928173 + Penalty 3643.265773 = -8146275.662400
  nChanged 35037
		SP:Iteration 1F (108030.390000 sec): 3 clusters
  Score: Raw -8170555.034048 + Penalty 3643.265773 = -8166911.768275
  nChanged 3405
		SP:Iteration 2Q (108030.950000 sec): 3 clusters
  Score: Raw -8171939.679243 + Penalty 3643.265773 = -8168296.413470
  nChanged 3657
		SP:Iteration 3Q (108031.570000 sec): 3 clusters
  Score: Raw -8173642.176271 + Penalty 3643.265773 = -8169998.910498
  nChanged 3916
		SP:Iteration 4F (108032.260000 sec): 3 clusters
  Score: Raw -8175645.075620 + Penalty 3643.265773 = -8172001.809847
  nChanged 4136
		SP:Iteration 5F (108032.870000 sec): 3 clusters
  Score: Raw -8177872.107624 + Penalty 3643.265773 = -8174228.841851
  nChanged 4116
		SP:Iteration 6F (108033.470000 sec): 3 clusters
  Score: Raw -8180201.305940 + Penalty 3643.265773 = -8176558.040167
  nChanged 4019
		SP:Iteration 7F (108034.050000 sec): 3 clusters
  Score: Raw -8182529.299223 + Penalty 3643.265773 = -8178886.033450
  nChanged 3708
		SP:Iteration 8F (108034.690000 sec): 3 clusters
  Score: Raw -8184611.269630 + Penalty 3643.265773 = -8180968.003856
  nChanged 3125
		SP:Iteration 9Q (108035.250000 sec): 3 clusters
  Score: Raw -8186080.176728 + Penalty 3643.265773 = -8182436.910954
  nChanged 2453
		SP:Iteration 10Q (108035.910000 sec): 3 clusters
  Score: Raw -8186976.530123 + Penalty 3643.265773 = -8183333.264350
  nChanged 1715
		SP:Iteration 11Q (108036.510000 sec): 3 clusters
  Score: Raw -8187441.709020 + Penalty 3643.265773 = -8183798.443247
  nChanged 1229
		SP:Iteration 12Q (108037.140000 sec): 3 clusters
  Score: Raw -8187757.376760 + Penalty 3643.265773 = -8184114.110986
  nChanged 1093
		SP:Iteration 13Q (108037.690000 sec): 3 clusters
  Score: Raw -8188031.349375 + Penalty 3643.265773 = -8184388.083602
  nChanged 1040
		SP:Iteration 14Q (108038.350000 sec): 3 clusters
  Score: Raw -8188299.030968 + Penalty 3643.265773 = -8184655.765194
  nChanged 1035
		SP:Iteration 15Q (108038.970000 sec): 3 clusters
  Score: Raw -8188582.138236 + Penalty 3643.265773 = -8184938.872462
  nChanged 1104
		SP:Iteration 16Q (108039.490000 sec): 3 clusters
  Score: Raw -8188908.343894 + Penalty 3643.265773 = -8185265.078121
  nChanged 1197
		SP:Iteration 17Q (108040.070000 sec): 3 clusters
  Score: Raw -8189292.077786 + Penalty 3643.265773 = -8185648.812012
  nChanged 1251
		SP:Iteration 18Q (108040.660000 sec): 3 clusters
  Score: Raw -8189720.428014 + Penalty 3643.265773 = -8186077.162240
  nChanged 1340
		SP:Iteration 19Q (108041.200000 sec): 3 clusters
  Score: Raw -8190217.390282 + Penalty 3643.265773 = -8186574.124508
  nChanged 1432
		SP:Iteration 20F (108041.750000 sec): 3 clusters
  Score: Raw -8190803.851297 + Penalty 3643.265773 = -8187160.585524
  nChanged 1475
		SP:Iteration 21Q (108042.330000 sec): 3 clusters
  Score: Raw -8191453.301246 + Penalty 3643.265773 = -8187810.035473
  nChanged 1533
		SP:Iteration 22Q (108042.910000 sec): 3 clusters
  Score: Raw -8192205.063306 + Penalty 3643.265773 = -8188561.797533
  nChanged 1526
		SP:Iteration 23Q (108043.570000 sec): 3 clusters
  Score: Raw -8193019.141168 + Penalty 3643.265773 = -8189375.875395
  nChanged 1574
		SP:Iteration 24Q (108044.140000 sec): 3 clusters
  Score: Raw -8193937.333173 + Penalty 3643.265773 = -8190294.067400
  nChanged 1379
		SP:Iteration 25Q (108044.740000 sec): 3 clusters
  Score: Raw -8194742.978972 + Penalty 3643.265773 = -8191099.713199
  nChanged 1228
		SP:Iteration 26Q (108045.320000 sec): 3 clusters
  Score: Raw -8195437.507374 + Penalty 3643.265773 = -8191794.241601
  nChanged 1017
		SP:Iteration 27Q (108045.870000 sec): 3 clusters
  Score: Raw -8196005.027394 + Penalty 3643.265773 = -8192361.761621
  nChanged 844
		SP:Iteration 28Q (108046.490000 sec): 3 clusters
  Score: Raw -8196454.319183 + Penalty 3643.265773 = -8192811.053410
  nChanged 694
		SP:Iteration 29Q (108047.030000 sec): 3 clusters
  Score: Raw -8196803.258585 + Penalty 3643.265773 = -8193159.992812
  nChanged 532
		SP:Iteration 30Q (108047.630000 sec): 3 clusters
  Score: Raw -8197051.947540 + Penalty 3643.265773 = -8193408.681767
  nChanged 405
		SP:Iteration 31Q (108048.200000 sec): 3 clusters
  Score: Raw -8197240.248133 + Penalty 3643.265773 = -8193596.982360
  nChanged 296
		SP:Iteration 32Q (108048.740000 sec): 3 clusters
  Score: Raw -8197377.182229 + Penalty 3643.265773 = -8193733.916456
  nChanged 242
		SP:Iteration 33Q (108049.230000 sec): 3 clusters
  Score: Raw -8197487.489450 + Penalty 3643.265773 = -8193844.223676
  nChanged 165
		SP:Iteration 34Q (108049.830000 sec): 3 clusters
  Score: Raw -8197563.646168 + Penalty 3643.265773 = -8193920.380395
  nChanged 120
		SP:Iteration 35Q (108050.400000 sec): 3 clusters
  Score: Raw -8197616.846788 + Penalty 3643.265773 = -8193973.581014
  nChanged 103
		SP:Iteration 36Q (108050.920000 sec): 3 clusters
  Score: Raw -8197666.275455 + Penalty 3643.265773 = -8194023.009682
  nChanged 82
		SP:Iteration 37Q (108051.470000 sec): 3 clusters
  Score: Raw -8197707.968187 + Penalty 3643.265773 = -8194064.702414
  nChanged 82
		SP:Iteration 38Q (108052.100000 sec): 3 clusters
  Score: Raw -8197744.108684 + Penalty 3643.265773 = -8194100.842910
  nChanged 56
		SP:Iteration 39Q (108052.740000 sec): 3 clusters
  Score: Raw -8197769.385584 + Penalty 3643.265773 = -8194126.119810
  nChanged 51
		SP:Iteration 40F (108053.360000 sec): 3 clusters
  Score: Raw -8197790.381348 + Penalty 3643.265773 = -8194147.115574
  nChanged 30
		SP:Iteration 41Q (108053.920000 sec): 3 clusters
  Score: Raw -8197800.894630 + Penalty 3643.265773 = -8194157.628857
  nChanged 22
		SP:Iteration 42Q (108054.440000 sec): 3 clusters
  Score: Raw -8197807.198388 + Penalty 3643.265773 = -8194163.932614
  nChanged 17
		SP:Iteration 43Q (108054.950000 sec): 3 clusters
  Score: Raw -8197812.150973 + Penalty 3643.265773 = -8194168.885200
  nChanged 17
		SP:Iteration 44Q (108055.430000 sec): 3 clusters
  Score: Raw -8197818.878366 + Penalty 3643.265773 = -8194175.612592
  nChanged 18
		SP:Iteration 45Q (108055.910000 sec): 3 clusters
  Score: Raw -8197826.008184 + Penalty 3643.265773 = -8194182.742410
  nChanged 17
		SP:Iteration 46Q (108056.530000 sec): 3 clusters
  Score: Raw -8197831.156695 + Penalty 3643.265773 = -8194187.890921
  nChanged 7
		SP:Iteration 47Q (108057.000000 sec): 3 clusters
  Score: Raw -8197834.303593 + Penalty 3643.265773 = -8194191.037820
  nChanged 6
		SP:Iteration 48Q (108057.500000 sec): 3 clusters
  Score: Raw -8197837.332342 + Penalty 3643.265773 = -8194194.066568
  nChanged 13
		SP:Iteration 49Q (108058.010000 sec): 3 clusters
  Score: Raw -8197841.915875 + Penalty 3643.265773 = -8194198.650102
  nChanged 9
		SP:Iteration 50Q (108058.470000 sec): 3 clusters
  Score: Raw -8197845.610523 + Penalty 3643.265773 = -8194202.344749
  nChanged 7
		SP:Iteration 51Q (108058.950000 sec): 3 clusters
  Score: Raw -8197848.252057 + Penalty 3643.265773 = -8194204.986284
  nChanged 2
		SP:Iteration 52Q (108059.440000 sec): 3 clusters
  Score: Raw -8197849.063611 + Penalty 3643.265773 = -8194205.797837
  nChanged 2
		SP:Iteration 53Q (108060.010000 sec): 3 clusters
  Score: Raw -8197849.985804 + Penalty 3643.265773 = -8194206.720031
  nChanged 5
		SP:Iteration 54Q (108060.540000 sec): 3 clusters
  Score: Raw -8197852.029958 + Penalty 3643.265773 = -8194208.764184
  nChanged 4
		SP:Iteration 55Q (108061.020000 sec): 3 clusters
  Score: Raw -8197853.456036 + Penalty 3643.265773 = -8194210.190262
  nChanged 2
		SP:Iteration 56Q (108061.520000 sec): 3 clusters
  Score: Raw -8197853.935969 + Penalty 3643.265773 = -8194210.670195
  nChanged 2
		SP:Iteration 57Q (108062.100000 sec): 3 clusters
  Score: Raw -8197854.797554 + Penalty 3643.265773 = -8194211.531781
  nChanged 3
		SP:Iteration 58Q (108062.620000 sec): 3 clusters
  Score: Raw -8197855.851491 + Penalty 3643.265773 = -8194212.585718
  nChanged 1
		SP:Iteration 59Q (108063.080000 sec): 3 clusters
  Score: Raw -8197855.969353 + Penalty 3643.265773 = -8194212.703580
  nChanged 0
		SP:Iteration 60F (108063.640000 sec): 3 clusters
  Score: Raw -8197855.969353 + Penalty 3643.265773 = -8194212.703580
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108063.730000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108063.920000 sec): 3 clusters
  Score: Raw -52488.722773 + Penalty 1991.941318 = -50496.781454
  nChanged 94
		SP:Iteration 1F (108064.090000 sec): 3 clusters
  Score: Raw -52644.283307 + Penalty 1991.941318 = -50652.341989
  nChanged 23
		SP:Iteration 2F (108064.280000 sec): 3 clusters
  Score: Raw -52690.855043 + Penalty 1991.941318 = -50698.913725
  nChanged 7
		SP:Iteration 3Q (108064.480000 sec): 3 clusters
  Score: Raw -52697.005978 + Penalty 1991.941318 = -50705.064660
  nChanged 3
		SP:Iteration 4Q (108064.650000 sec): 3 clusters
  Score: Raw -52703.445583 + Penalty 1991.941318 = -50711.504264
  nChanged 3
		SP:Iteration 5Q (108064.860000 sec): 3 clusters
  Score: Raw -52710.934372 + Penalty 1991.941318 = -50718.993053
  nChanged 5
		SP:Iteration 6Q (108065.010000 sec): 3 clusters
  Score: Raw -52719.415111 + Penalty 1991.941318 = -50727.473793
  nChanged 3
		SP:Iteration 7Q (108065.160000 sec): 3 clusters
  Score: Raw -52722.410535 + Penalty 1991.941318 = -50730.469216
  nChanged 1
		SP:Iteration 8Q (108065.320000 sec): 3 clusters
  Score: Raw -52725.814103 + Penalty 1991.941318 = -50733.872785
  nChanged 4
		SP:Iteration 9Q (108065.530000 sec): 3 clusters
  Score: Raw -52740.663548 + Penalty 1991.941318 = -50748.722230
  nChanged 5
		SP:Iteration 10Q (108065.680000 sec): 3 clusters
  Score: Raw -52758.720040 + Penalty 1991.941318 = -50766.778722
  nChanged 7
		SP:Iteration 11Q (108065.890000 sec): 3 clusters
  Score: Raw -52781.555033 + Penalty 1991.941318 = -50789.613714
  nChanged 11
		SP:Iteration 12Q (108066.050000 sec): 3 clusters
  Score: Raw -52804.062494 + Penalty 1991.941318 = -50812.121175
  nChanged 7
		SP:Iteration 13Q (108066.230000 sec): 3 clusters
  Score: Raw -52816.683782 + Penalty 1991.941318 = -50824.742463
  nChanged 6
		SP:Iteration 14Q (108066.460000 sec): 3 clusters
  Score: Raw -52830.195167 + Penalty 1991.941318 = -50838.253848
  nChanged 6
		SP:Iteration 15Q (108066.600000 sec): 3 clusters
  Score: Raw -52841.119917 + Penalty 1991.941318 = -50849.178598
  nChanged 5
		SP:Iteration 16Q (108066.810000 sec): 3 clusters
  Score: Raw -52854.272651 + Penalty 1991.941318 = -50862.331333
  nChanged 4
		SP:Iteration 17Q (108066.970000 sec): 3 clusters
  Score: Raw -52862.374126 + Penalty 1991.941318 = -50870.432807
  nChanged 4
		SP:Iteration 18Q (108067.170000 sec): 3 clusters
  Score: Raw -52867.330023 + Penalty 1991.941318 = -50875.388705
  nChanged 4
		SP:Iteration 19Q (108067.380000 sec): 3 clusters
  Score: Raw -52876.167912 + Penalty 1991.941318 = -50884.226594
  nChanged 4
		SP:Iteration 20F (108067.560000 sec): 3 clusters
  Score: Raw -52888.121554 + Penalty 1991.941318 = -50896.180235
  nChanged 4
		SP:Iteration 21Q (108067.740000 sec): 3 clusters
  Score: Raw -52896.703171 + Penalty 1991.941318 = -50904.761853
  nChanged 3
		SP:Iteration 22Q (108067.870000 sec): 3 clusters
  Score: Raw -52914.299668 + Penalty 1991.941318 = -50922.358350
  nChanged 4
		SP:Iteration 23Q (108068.060000 sec): 3 clusters
  Score: Raw -52923.558988 + Penalty 1991.941318 = -50931.617670
  nChanged 2
		SP:Iteration 24Q (108068.200000 sec): 3 clusters
  Score: Raw -52926.999164 + Penalty 1991.941318 = -50935.057845
  nChanged 3
		SP:Iteration 25Q (108068.400000 sec): 3 clusters
  Score: Raw -52934.223127 + Penalty 1991.941318 = -50942.281809
  nChanged 2
		SP:Iteration 26Q (108068.560000 sec): 3 clusters
  Score: Raw -52938.646588 + Penalty 1991.941318 = -50946.705269
  nChanged 2
		SP:Iteration 27Q (108068.720000 sec): 3 clusters
  Score: Raw -52944.834810 + Penalty 1991.941318 = -50952.893491
  nChanged 1
		SP:Iteration 28Q (108068.820000 sec): 3 clusters
  Score: Raw -52946.546219 + Penalty 1991.941318 = -50954.604901
  nChanged 3
		SP:Iteration 29Q (108068.970000 sec): 3 clusters
  Score: Raw -52949.987136 + Penalty 1991.941318 = -50958.045818
  nChanged 1
		SP:Iteration 30Q (108069.130000 sec): 3 clusters
  Score: Raw -52950.408038 + Penalty 1991.941318 = -50958.466720
  nChanged 0
		SP:Iteration 31F (108069.240000 sec): 3 clusters
  Score: Raw -52950.408038 + Penalty 1991.941318 = -50958.466720
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108069.340000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108069.490000 sec): 3 clusters
  Score: Raw -29118.582955 + Penalty 1844.944986 = -27273.637969
  nChanged 52
		SP:Iteration 1F (108069.590000 sec): 3 clusters
  Score: Raw -29221.472396 + Penalty 1844.944986 = -27376.527410
  nChanged 4
		SP:Iteration 2Q (108069.790000 sec): 3 clusters
  Score: Raw -29230.282034 + Penalty 1844.944986 = -27385.337048
  nChanged 1
		SP:Iteration 3Q (108069.890000 sec): 3 clusters
  Score: Raw -29234.754040 + Penalty 1844.944986 = -27389.809054
  nChanged 0
		SP:Iteration 4F (108070.050000 sec): 3 clusters
  Score: Raw -29234.754040 + Penalty 1844.944986 = -27389.809054
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108070.180000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108070.340000 sec): 3 clusters
  Score: Raw -12525.890261 + Penalty 1653.468809 = -10872.421452
  nChanged 23
		SP:Iteration 1F (108070.530000 sec): 3 clusters
  Score: Raw -12605.253723 + Penalty 1653.468809 = -10951.784915
  nChanged 8
		SP:Iteration 2Q (108070.750000 sec): 3 clusters
  Score: Raw -12622.669325 + Penalty 1653.468809 = -10969.200516
  nChanged 1
		SP:Iteration 3Q (108070.970000 sec): 3 clusters
  Score: Raw -12624.651151 + Penalty 1653.468809 = -10971.182342
  nChanged 1
		SP:Iteration 4Q (108071.170000 sec): 3 clusters
  Score: Raw -12628.049845 + Penalty 1653.468809 = -10974.581036
  nChanged 0
		SP:Iteration 5F (108071.360000 sec): 3 clusters
  Score: Raw -12628.049845 + Penalty 1653.468809 = -10974.581036
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108071.480000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108071.700000 sec): 3 clusters
  Score: Raw -61358.709313 + Penalty 2044.759970 = -59313.949342
  nChanged 126
		SP:Iteration 1F (108071.880000 sec): 3 clusters
  Score: Raw -61530.962939 + Penalty 2044.759970 = -59486.202969
  nChanged 36
		SP:Iteration 2F (108072.070000 sec): 3 clusters
  Score: Raw -61608.794104 + Penalty 2044.759970 = -59564.034134
  nChanged 25
		SP:Iteration 3Q (108072.270000 sec): 3 clusters
  Score: Raw -61677.675838 + Penalty 2044.759970 = -59632.915868
  nChanged 25
		SP:Iteration 4Q (108072.490000 sec): 3 clusters
  Score: Raw -61743.455917 + Penalty 2044.759970 = -59698.695947
  nChanged 23
		SP:Iteration 5Q (108072.650000 sec): 3 clusters
  Score: Raw -61788.315438 + Penalty 2044.759970 = -59743.555468
  nChanged 14
		SP:Iteration 6Q (108072.780000 sec): 3 clusters
  Score: Raw -61811.387133 + Penalty 2044.759970 = -59766.627162
  nChanged 7
		SP:Iteration 7Q (108073.000000 sec): 3 clusters
  Score: Raw -61828.048199 + Penalty 2044.759970 = -59783.288228
  nChanged 6
		SP:Iteration 8Q (108073.150000 sec): 3 clusters
  Score: Raw -61836.024761 + Penalty 2044.759970 = -59791.264791
  nChanged 6
		SP:Iteration 9Q (108073.340000 sec): 3 clusters
  Score: Raw -61850.659241 + Penalty 2044.759970 = -59805.899271
  nChanged 7
		SP:Iteration 10Q (108073.610000 sec): 3 clusters
  Score: Raw -61863.244173 + Penalty 2044.759970 = -59818.484203
  nChanged 4
		SP:Iteration 11Q (108073.830000 sec): 3 clusters
  Score: Raw -61869.494335 + Penalty 2044.759970 = -59824.734365
  nChanged 2
		SP:Iteration 12Q (108073.990000 sec): 3 clusters
  Score: Raw -61874.504820 + Penalty 2044.759970 = -59829.744849
  nChanged 1
		SP:Iteration 13Q (108074.210000 sec): 3 clusters
  Score: Raw -61880.922552 + Penalty 2044.759970 = -59836.162581
  nChanged 3
		SP:Iteration 14Q (108074.410000 sec): 3 clusters
  Score: Raw -61887.458233 + Penalty 2044.759970 = -59842.698263
  nChanged 3
		SP:Iteration 15Q (108074.590000 sec): 3 clusters
  Score: Raw -61893.989497 + Penalty 2044.759970 = -59849.229527
  nChanged 2
		SP:Iteration 16Q (108074.730000 sec): 3 clusters
  Score: Raw -61896.141719 + Penalty 2044.759970 = -59851.381748
  nChanged 1
		SP:Iteration 17Q (108074.940000 sec): 3 clusters
  Score: Raw -61897.559644 + Penalty 2044.759970 = -59852.799674
  nChanged 0
		SP:Iteration 18F (108075.110000 sec): 3 clusters
  Score: Raw -61897.559644 + Penalty 2044.759970 = -59852.799674
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108075.200000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108075.380000 sec): 3 clusters
  Score: Raw -19283.856295 + Penalty 1726.791943 = -17557.064352
  nChanged 29
		SP:Iteration 1F (108075.520000 sec): 3 clusters
  Score: Raw -19363.750769 + Penalty 1726.791943 = -17636.958826
  nChanged 8
		SP:Iteration 2Q (108075.710000 sec): 3 clusters
  Score: Raw -19388.947419 + Penalty 1726.791943 = -17662.155476
  nChanged 1
		SP:Iteration 3Q (108075.980000 sec): 3 clusters
  Score: Raw -19390.043121 + Penalty 1726.791943 = -17663.251177
  nChanged 0
		SP:Iteration 4F (108076.120000 sec): 3 clusters
  Score: Raw -19390.043121 + Penalty 1726.791943 = -17663.251177
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (12113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108076.310000 sec): 2 clusters
  Score: Raw -1341008.286551 + Penalty 1527.830612 = -1339480.455939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108076.630000 sec): 3 clusters
  Score: Raw -1334030.924182 + Penalty 3055.661224 = -1330975.262958
  nChanged 5299
		SP:Iteration 1F (108076.880000 sec): 3 clusters
  Score: Raw -1337003.188356 + Penalty 3055.661224 = -1333947.527132
  nChanged 772
		SP:Iteration 2F (108077.170000 sec): 3 clusters
  Score: Raw -1337362.663797 + Penalty 3055.661224 = -1334307.002573
  nChanged 655
		SP:Iteration 3F (108077.430000 sec): 3 clusters
  Score: Raw -1337666.273848 + Penalty 3055.661224 = -1334610.612624
  nChanged 558
		SP:Iteration 4Q (108077.690000 sec): 3 clusters
  Score: Raw -1337938.417154 + Penalty 3055.661224 = -1334882.755930
  nChanged 542
		SP:Iteration 5Q (108077.960000 sec): 3 clusters
  Score: Raw -1338198.512152 + Penalty 3055.661224 = -1335142.850928
  nChanged 533
		SP:Iteration 6Q (108078.220000 sec): 3 clusters
  Score: Raw -1338461.984707 + Penalty 3055.661224 = -1335406.323483
  nChanged 539
		SP:Iteration 7Q (108078.470000 sec): 3 clusters
  Score: Raw -1338726.069390 + Penalty 3055.661224 = -1335670.408166
  nChanged 496
		SP:Iteration 8Q (108078.690000 sec): 3 clusters
  Score: Raw -1338980.479907 + Penalty 3055.661224 = -1335924.818683
  nChanged 443
		SP:Iteration 9Q (108079.000000 sec): 3 clusters
  Score: Raw -1339197.167448 + Penalty 3055.661224 = -1336141.506224
  nChanged 388
		SP:Iteration 10Q (108079.280000 sec): 3 clusters
  Score: Raw -1339385.019688 + Penalty 3055.661224 = -1336329.358465
  nChanged 331
		SP:Iteration 11Q (108079.580000 sec): 3 clusters
  Score: Raw -1339526.882923 + Penalty 3055.661224 = -1336471.221699
  nChanged 280
		SP:Iteration 12Q (108079.780000 sec): 3 clusters
  Score: Raw -1339628.586628 + Penalty 3055.661224 = -1336572.925404
  nChanged 212
		SP:Iteration 13Q (108080.010000 sec): 3 clusters
  Score: Raw -1339707.559364 + Penalty 3055.661224 = -1336651.898141
  nChanged 202
		SP:Iteration 14Q (108080.290000 sec): 3 clusters
  Score: Raw -1339780.264379 + Penalty 3055.661224 = -1336724.603155
  nChanged 184
		SP:Iteration 15Q (108080.490000 sec): 3 clusters
  Score: Raw -1339856.506313 + Penalty 3055.661224 = -1336800.845090
  nChanged 184
		SP:Iteration 16Q (108080.750000 sec): 3 clusters
  Score: Raw -1339925.517376 + Penalty 3055.661224 = -1336869.856152
  nChanged 169
		SP:Iteration 17Q (108080.990000 sec): 3 clusters
  Score: Raw -1339990.753076 + Penalty 3055.661224 = -1336935.091852
  nChanged 183
		SP:Iteration 18Q (108081.260000 sec): 3 clusters
  Score: Raw -1340059.227979 + Penalty 3055.661224 = -1337003.566756
  nChanged 179
		SP:Iteration 19Q (108081.570000 sec): 3 clusters
  Score: Raw -1340129.452323 + Penalty 3055.661224 = -1337073.791099
  nChanged 161
		SP:Iteration 20F (108081.820000 sec): 3 clusters
  Score: Raw -1340183.832437 + Penalty 3055.661224 = -1337128.171214
  nChanged 156
		SP:Iteration 21Q (108082.080000 sec): 3 clusters
  Score: Raw -1340245.079269 + Penalty 3055.661224 = -1337189.418046
  nChanged 181
		SP:Iteration 22Q (108082.360000 sec): 3 clusters
  Score: Raw -1340330.002998 + Penalty 3055.661224 = -1337274.341774
  nChanged 204
		SP:Iteration 23Q (108082.640000 sec): 3 clusters
  Score: Raw -1340426.320224 + Penalty 3055.661224 = -1337370.659001
  nChanged 200
		SP:Iteration 24Q (108082.900000 sec): 3 clusters
  Score: Raw -1340524.344495 + Penalty 3055.661224 = -1337468.683272
  nChanged 183
		SP:Iteration 25Q (108083.170000 sec): 3 clusters
  Score: Raw -1340617.393959 + Penalty 3055.661224 = -1337561.732735
  nChanged 191
		SP:Iteration 26Q (108083.390000 sec): 3 clusters
  Score: Raw -1340713.524287 + Penalty 3055.661224 = -1337657.863063
  nChanged 166
		SP:Iteration 27Q (108083.710000 sec): 3 clusters
  Score: Raw -1340810.460985 + Penalty 3055.661224 = -1337754.799761
  nChanged 165
		SP:Iteration 28Q (108084.040000 sec): 3 clusters
  Score: Raw -1340906.558334 + Penalty 3055.661224 = -1337850.897110
  nChanged 161
		SP:Iteration 29Q (108084.370000 sec): 3 clusters
  Score: Raw -1340993.328887 + Penalty 3055.661224 = -1337937.667663
  nChanged 141
		SP:Iteration 30Q (108084.640000 sec): 3 clusters
  Score: Raw -1341061.748612 + Penalty 3055.661224 = -1338006.087388
  nChanged 113
		SP:Iteration 31Q (108084.850000 sec): 3 clusters
  Score: Raw -1341110.604232 + Penalty 3055.661224 = -1338054.943008
  nChanged 91
		SP:Iteration 32Q (108085.070000 sec): 3 clusters
  Score: Raw -1341152.308076 + Penalty 3055.661224 = -1338096.646852
  nChanged 90
		SP:Iteration 33Q (108085.280000 sec): 3 clusters
  Score: Raw -1341193.369280 + Penalty 3055.661224 = -1338137.708056
  nChanged 75
		SP:Iteration 34Q (108085.510000 sec): 3 clusters
  Score: Raw -1341229.395255 + Penalty 3055.661224 = -1338173.734031
  nChanged 79
		SP:Iteration 35Q (108085.760000 sec): 3 clusters
  Score: Raw -1341268.253669 + Penalty 3055.661224 = -1338212.592445
  nChanged 57
		SP:Iteration 36Q (108086.000000 sec): 3 clusters
  Score: Raw -1341297.583965 + Penalty 3055.661224 = -1338241.922741
  nChanged 46
		SP:Iteration 37Q (108086.230000 sec): 3 clusters
  Score: Raw -1341319.707522 + Penalty 3055.661224 = -1338264.046298
  nChanged 34
		SP:Iteration 38Q (108086.400000 sec): 3 clusters
  Score: Raw -1341332.610612 + Penalty 3055.661224 = -1338276.949388
  nChanged 28
		SP:Iteration 39Q (108086.600000 sec): 3 clusters
  Score: Raw -1341341.873402 + Penalty 3055.661224 = -1338286.212178
  nChanged 19
		SP:Iteration 40F (108086.870000 sec): 3 clusters
  Score: Raw -1341348.660097 + Penalty 3055.661224 = -1338292.998873
  nChanged 19
		SP:Iteration 41Q (108087.110000 sec): 3 clusters
  Score: Raw -1341354.583991 + Penalty 3055.661224 = -1338298.922767
  nChanged 15
		SP:Iteration 42Q (108087.380000 sec): 3 clusters
  Score: Raw -1341359.531683 + Penalty 3055.661224 = -1338303.870459
  nChanged 13
		SP:Iteration 43Q (108087.600000 sec): 3 clusters
  Score: Raw -1341364.445957 + Penalty 3055.661224 = -1338308.784733
  nChanged 22
		SP:Iteration 44Q (108087.870000 sec): 3 clusters
  Score: Raw -1341370.450692 + Penalty 3055.661224 = -1338314.789468
  nChanged 15
		SP:Iteration 45Q (108088.060000 sec): 3 clusters
  Score: Raw -1341374.350421 + Penalty 3055.661224 = -1338318.689197
  nChanged 12
		SP:Iteration 46Q (108088.360000 sec): 3 clusters
  Score: Raw -1341376.796687 + Penalty 3055.661224 = -1338321.135463
  nChanged 11
		SP:Iteration 47Q (108088.600000 sec): 3 clusters
  Score: Raw -1341379.877402 + Penalty 3055.661224 = -1338324.216178
  nChanged 13
		SP:Iteration 48Q (108088.820000 sec): 3 clusters
  Score: Raw -1341383.392839 + Penalty 3055.661224 = -1338327.731615
  nChanged 9
		SP:Iteration 49Q (108089.100000 sec): 3 clusters
  Score: Raw -1341385.578477 + Penalty 3055.661224 = -1338329.917253
  nChanged 8
		SP:Iteration 50Q (108089.320000 sec): 3 clusters
  Score: Raw -1341387.265120 + Penalty 3055.661224 = -1338331.603896
  nChanged 11
		SP:Iteration 51Q (108089.580000 sec): 3 clusters
  Score: Raw -1341389.857163 + Penalty 3055.661224 = -1338334.195939
  nChanged 9
		SP:Iteration 52Q (108089.810000 sec): 3 clusters
  Score: Raw -1341392.404989 + Penalty 3055.661224 = -1338336.743765
  nChanged 8
		SP:Iteration 53Q (108090.100000 sec): 3 clusters
  Score: Raw -1341394.755047 + Penalty 3055.661224 = -1338339.093823
  nChanged 7
		SP:Iteration 54Q (108090.370000 sec): 3 clusters
  Score: Raw -1341396.575670 + Penalty 3055.661224 = -1338340.914446
  nChanged 4
		SP:Iteration 55Q (108090.620000 sec): 3 clusters
  Score: Raw -1341397.449336 + Penalty 3055.661224 = -1338341.788113
  nChanged 3
		SP:Iteration 56Q (108090.870000 sec): 3 clusters
  Score: Raw -1341398.498668 + Penalty 3055.661224 = -1338342.837444
  nChanged 2
		SP:Iteration 57Q (108091.110000 sec): 3 clusters
  Score: Raw -1341399.541437 + Penalty 3055.661224 = -1338343.880213
  nChanged 3
		SP:Iteration 58Q (108091.370000 sec): 3 clusters
  Score: Raw -1341400.359811 + Penalty 3055.661224 = -1338344.698587
  nChanged 3
		SP:Iteration 59Q (108091.630000 sec): 3 clusters
  Score: Raw -1341401.241752 + Penalty 3055.661224 = -1338345.580528
  nChanged 3
		SP:Iteration 60F (108091.850000 sec): 3 clusters
  Score: Raw -1341401.843968 + Penalty 3055.661224 = -1338346.182744
  nChanged 2
		SP:Iteration 61Q (108092.070000 sec): 3 clusters
  Score: Raw -1341402.637790 + Penalty 3055.661224 = -1338346.976566
  nChanged 3
		SP:Iteration 62Q (108092.370000 sec): 3 clusters
  Score: Raw -1341403.395510 + Penalty 3055.661224 = -1338347.734286
  nChanged 4
		SP:Iteration 63Q (108092.590000 sec): 3 clusters
  Score: Raw -1341404.820302 + Penalty 3055.661224 = -1338349.159078
  nChanged 6
		SP:Iteration 64Q (108092.810000 sec): 3 clusters
  Score: Raw -1341406.352631 + Penalty 3055.661224 = -1338350.691407
  nChanged 2
		SP:Iteration 65Q (108093.080000 sec): 3 clusters
  Score: Raw -1341406.829110 + Penalty 3055.661224 = -1338351.167886
  nChanged 2
		SP:Iteration 66Q (108093.320000 sec): 3 clusters
  Score: Raw -1341407.509574 + Penalty 3055.661224 = -1338351.848350
  nChanged 3
		SP:Iteration 67Q (108093.590000 sec): 3 clusters
  Score: Raw -1341408.790097 + Penalty 3055.661224 = -1338353.128873
  nChanged 2
		SP:Iteration 68Q (108093.860000 sec): 3 clusters
  Score: Raw -1341409.314193 + Penalty 3055.661224 = -1338353.652969
  nChanged 3
		SP:Iteration 69Q (108094.180000 sec): 3 clusters
  Score: Raw -1341409.927581 + Penalty 3055.661224 = -1338354.266357
  nChanged 3
		SP:Iteration 70Q (108094.330000 sec): 3 clusters
  Score: Raw -1341410.535194 + Penalty 3055.661224 = -1338354.873971
  nChanged 1
		SP:Iteration 71Q (108094.580000 sec): 3 clusters
  Score: Raw -1341410.652805 + Penalty 3055.661224 = -1338354.991581
  nChanged 1
		SP:Iteration 72Q (108094.860000 sec): 3 clusters
  Score: Raw -1341410.935856 + Penalty 3055.661224 = -1338355.274632
  nChanged 1
		SP:Iteration 73Q (108095.050000 sec): 3 clusters
  Score: Raw -1341411.163884 + Penalty 3055.661224 = -1338355.502660
  nChanged 0
		SP:Iteration 74F (108095.320000 sec): 3 clusters
  Score: Raw -1341411.163884 + Penalty 3055.661224 = -1338355.502660
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108095.470000 sec): 2 clusters
  Score: Raw -48845.705397 + Penalty 977.625538 = -47868.079858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108095.620000 sec): 3 clusters
  Score: Raw -48818.939350 + Penalty 1955.251077 = -46863.688273
  nChanged 73
		SP:Iteration 1F (108095.840000 sec): 3 clusters
  Score: Raw -48933.423673 + Penalty 1955.251077 = -46978.172596
  nChanged 25
		SP:Iteration 2F (108096.070000 sec): 3 clusters
  Score: Raw -48980.649890 + Penalty 1955.251077 = -47025.398813
  nChanged 6
		SP:Iteration 3Q (108096.220000 sec): 3 clusters
  Score: Raw -48998.909491 + Penalty 1955.251077 = -47043.658414
  nChanged 6
		SP:Iteration 4Q (108096.370000 sec): 3 clusters
  Score: Raw -49013.732418 + Penalty 1955.251077 = -47058.481341
  nChanged 3
		SP:Iteration 5Q (108096.550000 sec): 3 clusters
  Score: Raw -49026.803100 + Penalty 1955.251077 = -47071.552023
  nChanged 4
		SP:Iteration 6Q (108096.730000 sec): 3 clusters
  Score: Raw -49029.879142 + Penalty 1955.251077 = -47074.628065
  nChanged 1
		SP:Iteration 7Q (108096.890000 sec): 3 clusters
  Score: Raw -49031.989592 + Penalty 1955.251077 = -47076.738515
  nChanged 0
		SP:Iteration 8F (108097.100000 sec): 3 clusters
  Score: Raw -49031.989592 + Penalty 1955.251077 = -47076.738515
  nChanged 0
Iteration 539Q (108220.230000 sec): 62 clusters
  Score: Raw -169123134.851523 + Penalty 141307.498031 = -168981827.353492
  nChanged 137
Iteration 540F (108421.530000 sec): 62 clusters
  Score: Raw -169123137.502880 + Penalty 141307.498031 = -168981830.004849
  nChanged 151
Iteration 541Q (108547.550000 sec): 62 clusters
  Score: Raw -169123140.202144 + Penalty 141307.498031 = -168981832.704112
  nChanged 122
Iteration 542Q (108679.890000 sec): 62 clusters
  Score: Raw -169123142.455258 + Penalty 141307.498031 = -168981834.957227
  nChanged 119
Iteration 543Q (108814.370000 sec): 62 clusters
  Score: Raw -169123144.572751 + Penalty 141307.498031 = -168981837.074720
  nChanged 137
Iteration 544Q (108938.790000 sec): 62 clusters
  Score: Raw -169123146.977113 + Penalty 141307.498031 = -168981839.479082
  nChanged 143
Iteration 545Q (109040.980000 sec): 62 clusters
  Score: Raw -169123149.440724 + Penalty 141307.498031 = -168981841.942693
  nChanged 131
Iteration 546Q (109166.950000 sec): 62 clusters
  Score: Raw -169123151.810567 + Penalty 141307.498031 = -168981844.312536
  nChanged 125
Iteration 547Q (109288.420000 sec): 62 clusters
  Score: Raw -169123154.628760 + Penalty 141307.498031 = -168981847.130729
  nChanged 139
Iteration 548Q (109421.260000 sec): 62 clusters
  Score: Raw -169123157.772991 + Penalty 141307.498031 = -168981850.274960
  nChanged 136
Iteration 549Q (109534.900000 sec): 62 clusters
  Score: Raw -169123160.907647 + Penalty 141307.498031 = -168981853.409616
  nChanged 109
Iteration 550Q (109646.530000 sec): 62 clusters
  Score: Raw -169123163.679645 + Penalty 141307.498031 = -168981856.181614
  nChanged 110
Iteration 551Q (109770.710000 sec): 62 clusters
  Score: Raw -169123166.022830 + Penalty 141307.498031 = -168981858.524799
  nChanged 94
Iteration 552Q (109904.150000 sec): 62 clusters
  Score: Raw -169123168.266432 + Penalty 141307.498031 = -168981860.768401
  nChanged 84
Iteration 553Q (110032.540000 sec): 62 clusters
  Score: Raw -169123170.101723 + Penalty 141307.498031 = -168981862.603692
  nChanged 89
Iteration 554Q (110152.520000 sec): 62 clusters
  Score: Raw -169123172.001982 + Penalty 141307.498031 = -168981864.503950
  nChanged 92
Iteration 555Q (110281.550000 sec): 62 clusters
  Score: Raw -169123173.702343 + Penalty 141307.498031 = -168981866.204312
  nChanged 85
Iteration 556Q (110397.820000 sec): 62 clusters
  Score: Raw -169123175.594032 + Penalty 141307.498031 = -168981868.096000
  nChanged 81
Iteration 557Q (110501.820000 sec): 62 clusters
  Score: Raw -169123177.374795 + Penalty 141307.498031 = -168981869.876764
  nChanged 94
Iteration 558Q (110619.540000 sec): 62 clusters
  Score: Raw -169123179.156625 + Penalty 141307.498031 = -168981871.658593
  nChanged 98
Iteration 559Q (110741.590000 sec): 62 clusters
  Score: Raw -169123181.181952 + Penalty 141307.498031 = -168981873.683921
  nChanged 80
Iteration 560F (110911.640000 sec): 62 clusters
  Score: Raw -169123182.724766 + Penalty 141307.498031 = -168981875.226735
  nChanged 73
Iteration 561Q (111030.220000 sec): 62 clusters
  Score: Raw -169123184.163658 + Penalty 141307.498031 = -168981876.665626
  nChanged 74
Iteration 562Q (111151.660000 sec): 62 clusters
  Score: Raw -169123185.621919 + Penalty 141307.498031 = -168981878.123888
  nChanged 80
Iteration 563Q (111272.120000 sec): 62 clusters
  Score: Raw -169123187.081719 + Penalty 141307.498031 = -168981879.583688
  nChanged 90
Iteration 564Q (111390.000000 sec): 62 clusters
  Score: Raw -169123188.811413 + Penalty 141307.498031 = -168981881.313382
  nChanged 87
Iteration 565Q (111510.450000 sec): 62 clusters
  Score: Raw -169123190.203463 + Penalty 141307.498031 = -168981882.705432
  nChanged 95
Iteration 566Q (111630.570000 sec): 62 clusters
  Score: Raw -169123191.674578 + Penalty 141307.498031 = -168981884.176547
  nChanged 97
Iteration 567Q (111737.170000 sec): 62 clusters
  Score: Raw -169123193.220933 + Penalty 141307.498031 = -168981885.722901
  nChanged 84
Iteration 568Q (111843.680000 sec): 62 clusters
  Score: Raw -169123194.912227 + Penalty 141307.498031 = -168981887.414196
  nChanged 99
Iteration 569Q (111962.040000 sec): 62 clusters
  Score: Raw -169123196.647308 + Penalty 141307.498031 = -168981889.149277
  nChanged 75
Iteration 570Q (112080.730000 sec): 62 clusters
  Score: Raw -169123198.069666 + Penalty 141307.498031 = -168981890.571635
  nChanged 77
Iteration 571Q (112202.550000 sec): 62 clusters
  Score: Raw -169123199.671024 + Penalty 141307.498031 = -168981892.172993
  nChanged 79
Iteration 572Q (112322.360000 sec): 62 clusters
  Score: Raw -169123200.989028 + Penalty 141307.498031 = -168981893.490997
  nChanged 68
Iteration 573Q (112441.350000 sec): 62 clusters
  Score: Raw -169123201.942648 + Penalty 141307.498031 = -168981894.444617
  nChanged 62
Iteration 574Q (112558.580000 sec): 62 clusters
  Score: Raw -169123202.818079 + Penalty 141307.498031 = -168981895.320048
  nChanged 54
Iteration 575Q (112682.300000 sec): 62 clusters
  Score: Raw -169123203.664847 + Penalty 141307.498031 = -168981896.166816
  nChanged 74
Iteration 576Q (112801.350000 sec): 62 clusters
  Score: Raw -169123204.825826 + Penalty 141307.498031 = -168981897.327794
  nChanged 72
Iteration 577Q (112924.950000 sec): 62 clusters
  Score: Raw -169123206.062950 + Penalty 141307.498031 = -168981898.564919
  nChanged 81
Iteration 578Q (113042.340000 sec): 62 clusters
  Score: Raw -169123207.478107 + Penalty 141307.498031 = -168981899.980076
  nChanged 72
Writing temp clu file 
Because OldScore, -168981898.564919, is greater than current (better) Score,-168981899.980076 
 Compute initial score before splitting:   Score: Raw -169123207.478107 + Penalty 141307.498031 = -168981899.980076
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (17557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113043.090000 sec): 2 clusters
  Score: Raw -2060520.708698 + Penalty 1588.146302 = -2058932.562397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113043.400000 sec): 3 clusters
  Score: Raw -2050083.501205 + Penalty 3176.292603 = -2046907.208602
  nChanged 7927
		SP:Iteration 1F (113043.710000 sec): 3 clusters
  Score: Raw -2054449.586591 + Penalty 3176.292603 = -2051273.293988
  nChanged 1119
		SP:Iteration 2F (113044.030000 sec): 3 clusters
  Score: Raw -2055000.797477 + Penalty 3176.292603 = -2051824.504874
  nChanged 1134
		SP:Iteration 3F (113044.320000 sec): 3 clusters
  Score: Raw -2055676.824047 + Penalty 3176.292603 = -2052500.531444
  nChanged 1193
		SP:Iteration 4F (113044.630000 sec): 3 clusters
  Score: Raw -2056422.164117 + Penalty 3176.292603 = -2053245.871514
  nChanged 1139
		SP:Iteration 5F (113044.990000 sec): 3 clusters
  Score: Raw -2057108.470580 + Penalty 3176.292603 = -2053932.177977
  nChanged 1042
		SP:Iteration 6F (113045.300000 sec): 3 clusters
  Score: Raw -2057693.900156 + Penalty 3176.292603 = -2054517.607553
  nChanged 884
		SP:Iteration 7F (113045.620000 sec): 3 clusters
  Score: Raw -2058144.816639 + Penalty 3176.292603 = -2054968.524036
  nChanged 694
		SP:Iteration 8Q (113045.880000 sec): 3 clusters
  Score: Raw -2058466.584076 + Penalty 3176.292603 = -2055290.291473
  nChanged 560
		SP:Iteration 9Q (113046.220000 sec): 3 clusters
  Score: Raw -2058709.272232 + Penalty 3176.292603 = -2055532.979629
  nChanged 450
		SP:Iteration 10Q (113046.450000 sec): 3 clusters
  Score: Raw -2058897.754285 + Penalty 3176.292603 = -2055721.461682
  nChanged 404
		SP:Iteration 11Q (113046.750000 sec): 3 clusters
  Score: Raw -2059076.478251 + Penalty 3176.292603 = -2055900.185648
  nChanged 369
		SP:Iteration 12Q (113047.110000 sec): 3 clusters
  Score: Raw -2059237.912073 + Penalty 3176.292603 = -2056061.619470
  nChanged 354
		SP:Iteration 13Q (113047.420000 sec): 3 clusters
  Score: Raw -2059399.170618 + Penalty 3176.292603 = -2056222.878015
  nChanged 343
		SP:Iteration 14Q (113047.700000 sec): 3 clusters
  Score: Raw -2059579.393254 + Penalty 3176.292603 = -2056403.100651
  nChanged 367
		SP:Iteration 15Q (113048.000000 sec): 3 clusters
  Score: Raw -2059762.578916 + Penalty 3176.292603 = -2056586.286312
  nChanged 314
		SP:Iteration 16Q (113048.290000 sec): 3 clusters
  Score: Raw -2059914.814696 + Penalty 3176.292603 = -2056738.522093
  nChanged 289
		SP:Iteration 17Q (113048.670000 sec): 3 clusters
  Score: Raw -2060049.139636 + Penalty 3176.292603 = -2056872.847032
  nChanged 251
		SP:Iteration 18Q (113048.920000 sec): 3 clusters
  Score: Raw -2060172.711132 + Penalty 3176.292603 = -2056996.418528
  nChanged 220
		SP:Iteration 19Q (113049.280000 sec): 3 clusters
  Score: Raw -2060272.232920 + Penalty 3176.292603 = -2057095.940317
  nChanged 205
		SP:Iteration 20F (113049.590000 sec): 3 clusters
  Score: Raw -2060367.723637 + Penalty 3176.292603 = -2057191.431034
  nChanged 172
		SP:Iteration 21Q (113049.820000 sec): 3 clusters
  Score: Raw -2060442.851551 + Penalty 3176.292603 = -2057266.558948
  nChanged 148
		SP:Iteration 22Q (113050.110000 sec): 3 clusters
  Score: Raw -2060517.928254 + Penalty 3176.292603 = -2057341.635651
  nChanged 134
		SP:Iteration 23Q (113050.300000 sec): 3 clusters
  Score: Raw -2060594.040451 + Penalty 3176.292603 = -2057417.747848
  nChanged 125
		SP:Iteration 24Q (113050.630000 sec): 3 clusters
  Score: Raw -2060652.626709 + Penalty 3176.292603 = -2057476.334105
  nChanged 96
		SP:Iteration 25Q (113050.860000 sec): 3 clusters
  Score: Raw -2060689.856500 + Penalty 3176.292603 = -2057513.563896
  nChanged 80
		SP:Iteration 26Q (113051.110000 sec): 3 clusters
  Score: Raw -2060728.167636 + Penalty 3176.292603 = -2057551.875033
  nChanged 89
		SP:Iteration 27Q (113051.400000 sec): 3 clusters
  Score: Raw -2060766.296019 + Penalty 3176.292603 = -2057590.003416
  nChanged 88
		SP:Iteration 28Q (113051.680000 sec): 3 clusters
  Score: Raw -2060800.652576 + Penalty 3176.292603 = -2057624.359973
  nChanged 58
		SP:Iteration 29Q (113051.980000 sec): 3 clusters
  Score: Raw -2060818.419050 + Penalty 3176.292603 = -2057642.126446
  nChanged 35
		SP:Iteration 30Q (113052.260000 sec): 3 clusters
  Score: Raw -2060830.680228 + Penalty 3176.292603 = -2057654.387625
  nChanged 33
		SP:Iteration 31Q (113052.530000 sec): 3 clusters
  Score: Raw -2060841.239742 + Penalty 3176.292603 = -2057664.947139
  nChanged 31
		SP:Iteration 32Q (113052.810000 sec): 3 clusters
  Score: Raw -2060850.348975 + Penalty 3176.292603 = -2057674.056372
  nChanged 18
		SP:Iteration 33Q (113053.070000 sec): 3 clusters
  Score: Raw -2060854.436303 + Penalty 3176.292603 = -2057678.143700
  nChanged 19
		SP:Iteration 34Q (113053.330000 sec): 3 clusters
  Score: Raw -2060860.259656 + Penalty 3176.292603 = -2057683.967052
  nChanged 18
		SP:Iteration 35Q (113053.660000 sec): 3 clusters
  Score: Raw -2060864.710006 + Penalty 3176.292603 = -2057688.417403
  nChanged 13
		SP:Iteration 36Q (113053.950000 sec): 3 clusters
  Score: Raw -2060868.424300 + Penalty 3176.292603 = -2057692.131697
  nChanged 11
		SP:Iteration 37Q (113054.240000 sec): 3 clusters
  Score: Raw -2060870.928769 + Penalty 3176.292603 = -2057694.636166
  nChanged 11
		SP:Iteration 38Q (113054.600000 sec): 3 clusters
  Score: Raw -2060873.583264 + Penalty 3176.292603 = -2057697.290661
  nChanged 12
		SP:Iteration 39Q (113054.880000 sec): 3 clusters
  Score: Raw -2060877.906175 + Penalty 3176.292603 = -2057701.613572
  nChanged 17
		SP:Iteration 40F (113055.120000 sec): 3 clusters
  Score: Raw -2060882.486198 + Penalty 3176.292603 = -2057706.193595
  nChanged 14
		SP:Iteration 41Q (113055.410000 sec): 3 clusters
  Score: Raw -2060885.516322 + Penalty 3176.292603 = -2057709.223718
  nChanged 11
		SP:Iteration 42Q (113055.630000 sec): 3 clusters
  Score: Raw -2060888.731831 + Penalty 3176.292603 = -2057712.439228
  nChanged 14
		SP:Iteration 43Q (113055.860000 sec): 3 clusters
  Score: Raw -2060892.051534 + Penalty 3176.292603 = -2057715.758931
  nChanged 16
		SP:Iteration 44Q (113056.150000 sec): 3 clusters
  Score: Raw -2060896.020460 + Penalty 3176.292603 = -2057719.727856
  nChanged 17
		SP:Iteration 45Q (113056.420000 sec): 3 clusters
  Score: Raw -2060900.090307 + Penalty 3176.292603 = -2057723.797704
  nChanged 16
		SP:Iteration 46Q (113056.710000 sec): 3 clusters
  Score: Raw -2060903.921705 + Penalty 3176.292603 = -2057727.629102
  nChanged 10
		SP:Iteration 47Q (113056.940000 sec): 3 clusters
  Score: Raw -2060906.180039 + Penalty 3176.292603 = -2057729.887436
  nChanged 8
		SP:Iteration 48Q (113057.230000 sec): 3 clusters
  Score: Raw -2060907.546091 + Penalty 3176.292603 = -2057731.253487
  nChanged 2
		SP:Iteration 49Q (113057.520000 sec): 3 clusters
  Score: Raw -2060907.884232 + Penalty 3176.292603 = -2057731.591628
  nChanged 1
		SP:Iteration 50Q (113057.800000 sec): 3 clusters
  Score: Raw -2060907.986658 + Penalty 3176.292603 = -2057731.694055
  nChanged 0
		SP:Iteration 51F (113058.030000 sec): 3 clusters
  Score: Raw -2060907.986658 + Penalty 3176.292603 = -2057731.694055
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113058.160000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113058.330000 sec): 3 clusters
  Score: Raw -33263.328762 + Penalty 1878.741643 = -31384.587119
  nChanged 75
		SP:Iteration 1F (113058.490000 sec): 3 clusters
  Score: Raw -33526.142016 + Penalty 1878.741643 = -31647.400373
  nChanged 22
		SP:Iteration 2F (113058.640000 sec): 3 clusters
  Score: Raw -33622.536867 + Penalty 1878.741643 = -31743.795225
  nChanged 12
		SP:Iteration 3Q (113058.810000 sec): 3 clusters
  Score: Raw -33671.184125 + Penalty 1878.741643 = -31792.442482
  nChanged 6
		SP:Iteration 4Q (113058.970000 sec): 3 clusters
  Score: Raw -33689.906835 + Penalty 1878.741643 = -31811.165192
  nChanged 5
		SP:Iteration 5Q (113059.130000 sec): 3 clusters
  Score: Raw -33722.106841 + Penalty 1878.741643 = -31843.365199
  nChanged 5
		SP:Iteration 6Q (113059.300000 sec): 3 clusters
  Score: Raw -33746.185749 + Penalty 1878.741643 = -31867.444106
  nChanged 5
		SP:Iteration 7Q (113059.470000 sec): 3 clusters
  Score: Raw -33774.260036 + Penalty 1878.741643 = -31895.518393
  nChanged 9
		SP:Iteration 8Q (113059.720000 sec): 3 clusters
  Score: Raw -33830.140068 + Penalty 1878.741643 = -31951.398425
  nChanged 5
		SP:Iteration 9Q (113059.840000 sec): 3 clusters
  Score: Raw -33856.505313 + Penalty 1878.741643 = -31977.763670
  nChanged 5
		SP:Iteration 10Q (113060.040000 sec): 3 clusters
  Score: Raw -33888.630354 + Penalty 1878.741643 = -32009.888712
  nChanged 3
		SP:Iteration 11Q (113060.240000 sec): 3 clusters
  Score: Raw -33923.054894 + Penalty 1878.741643 = -32044.313252
  nChanged 7
		SP:Iteration 12Q (113060.360000 sec): 3 clusters
  Score: Raw -33997.958560 + Penalty 1878.741643 = -32119.216917
  nChanged 6
		SP:Iteration 13Q (113060.550000 sec): 3 clusters
  Score: Raw -34045.389036 + Penalty 1878.741643 = -32166.647393
  nChanged 4
		SP:Iteration 14Q (113060.720000 sec): 3 clusters
  Score: Raw -34060.814871 + Penalty 1878.741643 = -32182.073228
  nChanged 0
		SP:Iteration 15F (113060.900000 sec): 3 clusters
  Score: Raw -34060.814871 + Penalty 1878.741643 = -32182.073228
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (13563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113061.050000 sec): 2 clusters
  Score: Raw -1543753.582334 + Penalty 1546.203876 = -1542207.378458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113061.350000 sec): 3 clusters
  Score: Raw -1535863.100037 + Penalty 3092.407752 = -1532770.692285
  nChanged 5951
		SP:Iteration 1F (113061.630000 sec): 3 clusters
  Score: Raw -1539171.380457 + Penalty 3092.407752 = -1536078.972705
  nChanged 825
		SP:Iteration 2F (113061.890000 sec): 3 clusters
  Score: Raw -1539561.715153 + Penalty 3092.407752 = -1536469.307401
  nChanged 751
		SP:Iteration 3F (113062.150000 sec): 3 clusters
  Score: Raw -1539953.619208 + Penalty 3092.407752 = -1536861.211456
  nChanged 750
		SP:Iteration 4F (113062.430000 sec): 3 clusters
  Score: Raw -1540382.286357 + Penalty 3092.407752 = -1537289.878604
  nChanged 790
		SP:Iteration 5F (113062.770000 sec): 3 clusters
  Score: Raw -1540916.351833 + Penalty 3092.407752 = -1537823.944080
  nChanged 809
		SP:Iteration 6F (113063.030000 sec): 3 clusters
  Score: Raw -1541532.048280 + Penalty 3092.407752 = -1538439.640528
  nChanged 790
		SP:Iteration 7F (113063.330000 sec): 3 clusters
  Score: Raw -1542191.084300 + Penalty 3092.407752 = -1539098.676547
  nChanged 675
		SP:Iteration 8Q (113063.620000 sec): 3 clusters
  Score: Raw -1542772.884891 + Penalty 3092.407752 = -1539680.477139
  nChanged 518
		SP:Iteration 9Q (113063.870000 sec): 3 clusters
  Score: Raw -1543256.332086 + Penalty 3092.407752 = -1540163.924334
  nChanged 329
		SP:Iteration 10Q (113064.130000 sec): 3 clusters
  Score: Raw -1543555.958964 + Penalty 3092.407752 = -1540463.551212
  nChanged 186
		SP:Iteration 11Q (113064.370000 sec): 3 clusters
  Score: Raw -1543742.446069 + Penalty 3092.407752 = -1540650.038316
  nChanged 124
		SP:Iteration 12Q (113064.700000 sec): 3 clusters
  Score: Raw -1543869.995640 + Penalty 3092.407752 = -1540777.587888
  nChanged 70
		SP:Iteration 13Q (113064.920000 sec): 3 clusters
  Score: Raw -1543941.174333 + Penalty 3092.407752 = -1540848.766581
  nChanged 41
		SP:Iteration 14Q (113065.170000 sec): 3 clusters
  Score: Raw -1543978.699263 + Penalty 3092.407752 = -1540886.291511
  nChanged 28
		SP:Iteration 15Q (113065.450000 sec): 3 clusters
  Score: Raw -1544010.589772 + Penalty 3092.407752 = -1540918.182019
  nChanged 22
		SP:Iteration 16Q (113065.710000 sec): 3 clusters
  Score: Raw -1544028.554163 + Penalty 3092.407752 = -1540936.146411
  nChanged 11
		SP:Iteration 17Q (113065.980000 sec): 3 clusters
  Score: Raw -1544041.396701 + Penalty 3092.407752 = -1540948.988949
  nChanged 8
		SP:Iteration 18Q (113066.200000 sec): 3 clusters
  Score: Raw -1544050.390524 + Penalty 3092.407752 = -1540957.982772
  nChanged 6
		SP:Iteration 19Q (113066.490000 sec): 3 clusters
  Score: Raw -1544054.145803 + Penalty 3092.407752 = -1540961.738051
  nChanged 5
		SP:Iteration 20F (113066.750000 sec): 3 clusters
  Score: Raw -1544059.994035 + Penalty 3092.407752 = -1540967.586283
  nChanged 6
		SP:Iteration 21Q (113067.000000 sec): 3 clusters
  Score: Raw -1544064.545367 + Penalty 3092.407752 = -1540972.137615
  nChanged 2
		SP:Iteration 22Q (113067.220000 sec): 3 clusters
  Score: Raw -1544066.273192 + Penalty 3092.407752 = -1540973.865440
  nChanged 1
		SP:Iteration 23Q (113067.500000 sec): 3 clusters
  Score: Raw -1544066.806245 + Penalty 3092.407752 = -1540974.398493
  nChanged 0
		SP:Iteration 24F (113067.720000 sec): 3 clusters
  Score: Raw -1544066.806245 + Penalty 3092.407752 = -1540974.398493
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (17409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113067.950000 sec): 2 clusters
  Score: Raw -2133970.721493 + Penalty 1586.770671 = -2132383.950821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113068.260000 sec): 3 clusters
  Score: Raw -2123658.557448 + Penalty 3173.541343 = -2120485.016105
  nChanged 7719
		SP:Iteration 1F (113068.600000 sec): 3 clusters
  Score: Raw -2127904.101849 + Penalty 3173.541343 = -2124730.560506
  nChanged 914
		SP:Iteration 2F (113068.930000 sec): 3 clusters
  Score: Raw -2128233.943529 + Penalty 3173.541343 = -2125060.402187
  nChanged 807
		SP:Iteration 3Q (113069.260000 sec): 3 clusters
  Score: Raw -2128532.309423 + Penalty 3173.541343 = -2125358.768080
  nChanged 718
		SP:Iteration 4Q (113069.560000 sec): 3 clusters
  Score: Raw -2128811.121695 + Penalty 3173.541343 = -2125637.580353
  nChanged 720
		SP:Iteration 5Q (113069.820000 sec): 3 clusters
  Score: Raw -2129136.946688 + Penalty 3173.541343 = -2125963.405345
  nChanged 785
		SP:Iteration 6Q (113070.070000 sec): 3 clusters
  Score: Raw -2129587.478794 + Penalty 3173.541343 = -2126413.937451
  nChanged 868
		SP:Iteration 7Q (113070.330000 sec): 3 clusters
  Score: Raw -2130161.382978 + Penalty 3173.541343 = -2126987.841635
  nChanged 988
		SP:Iteration 8F (113070.590000 sec): 3 clusters
  Score: Raw -2130905.952819 + Penalty 3173.541343 = -2127732.411476
  nChanged 992
		SP:Iteration 9F (113070.820000 sec): 3 clusters
  Score: Raw -2131717.767095 + Penalty 3173.541343 = -2128544.225752
  nChanged 842
		SP:Iteration 10Q (113071.060000 sec): 3 clusters
  Score: Raw -2132419.280775 + Penalty 3173.541343 = -2129245.739432
  nChanged 704
		SP:Iteration 11Q (113071.350000 sec): 3 clusters
  Score: Raw -2133038.749806 + Penalty 3173.541343 = -2129865.208463
  nChanged 560
		SP:Iteration 12Q (113071.560000 sec): 3 clusters
  Score: Raw -2133521.331713 + Penalty 3173.541343 = -2130347.790371
  nChanged 373
		SP:Iteration 13Q (113071.840000 sec): 3 clusters
  Score: Raw -2133840.608550 + Penalty 3173.541343 = -2130667.067207
  nChanged 271
		SP:Iteration 14Q (113072.120000 sec): 3 clusters
  Score: Raw -2134078.303584 + Penalty 3173.541343 = -2130904.762242
  nChanged 188
		SP:Iteration 15Q (113072.360000 sec): 3 clusters
  Score: Raw -2134247.869161 + Penalty 3173.541343 = -2131074.327819
  nChanged 137
		SP:Iteration 16Q (113072.620000 sec): 3 clusters
  Score: Raw -2134373.433393 + Penalty 3173.541343 = -2131199.892050
  nChanged 109
		SP:Iteration 17Q (113072.870000 sec): 3 clusters
  Score: Raw -2134460.789466 + Penalty 3173.541343 = -2131287.248124
  nChanged 92
		SP:Iteration 18Q (113073.180000 sec): 3 clusters
  Score: Raw -2134518.986566 + Penalty 3173.541343 = -2131345.445223
  nChanged 69
		SP:Iteration 19Q (113073.520000 sec): 3 clusters
  Score: Raw -2134557.120140 + Penalty 3173.541343 = -2131383.578797
  nChanged 42
		SP:Iteration 20F (113073.800000 sec): 3 clusters
  Score: Raw -2134572.449353 + Penalty 3173.541343 = -2131398.908011
  nChanged 26
		SP:Iteration 21Q (113074.060000 sec): 3 clusters
  Score: Raw -2134579.764413 + Penalty 3173.541343 = -2131406.223070
  nChanged 15
		SP:Iteration 22Q (113074.330000 sec): 3 clusters
  Score: Raw -2134585.356142 + Penalty 3173.541343 = -2131411.814800
  nChanged 14
		SP:Iteration 23Q (113074.580000 sec): 3 clusters
  Score: Raw -2134588.669385 + Penalty 3173.541343 = -2131415.128042
  nChanged 9
		SP:Iteration 24Q (113074.840000 sec): 3 clusters
  Score: Raw -2134591.405925 + Penalty 3173.541343 = -2131417.864583
  nChanged 11
		SP:Iteration 25Q (113075.160000 sec): 3 clusters
  Score: Raw -2134594.256719 + Penalty 3173.541343 = -2131420.715376
  nChanged 8
		SP:Iteration 26Q (113075.420000 sec): 3 clusters
  Score: Raw -2134596.373722 + Penalty 3173.541343 = -2131422.832380
  nChanged 12
		SP:Iteration 27Q (113075.720000 sec): 3 clusters
  Score: Raw -2134599.682431 + Penalty 3173.541343 = -2131426.141089
  nChanged 8
		SP:Iteration 28Q (113076.040000 sec): 3 clusters
  Score: Raw -2134601.772587 + Penalty 3173.541343 = -2131428.231244
  nChanged 7
		SP:Iteration 29Q (113076.320000 sec): 3 clusters
  Score: Raw -2134604.054345 + Penalty 3173.541343 = -2131430.513002
  nChanged 6
		SP:Iteration 30Q (113076.600000 sec): 3 clusters
  Score: Raw -2134605.744188 + Penalty 3173.541343 = -2131432.202845
  nChanged 3
		SP:Iteration 31Q (113076.850000 sec): 3 clusters
  Score: Raw -2134606.509860 + Penalty 3173.541343 = -2131432.968518
  nChanged 3
		SP:Iteration 32Q (113077.170000 sec): 3 clusters
  Score: Raw -2134606.862923 + Penalty 3173.541343 = -2131433.321581
  nChanged 1
		SP:Iteration 33Q (113077.470000 sec): 3 clusters
  Score: Raw -2134607.015869 + Penalty 3173.541343 = -2131433.474527
  nChanged 2
		SP:Iteration 34Q (113077.720000 sec): 3 clusters
  Score: Raw -2134607.914067 + Penalty 3173.541343 = -2131434.372724
  nChanged 4
		SP:Iteration 35Q (113078.010000 sec): 3 clusters
  Score: Raw -2134609.098865 + Penalty 3173.541343 = -2131435.557522
  nChanged 3
		SP:Iteration 36Q (113078.280000 sec): 3 clusters
  Score: Raw -2134610.004758 + Penalty 3173.541343 = -2131436.463415
  nChanged 4
		SP:Iteration 37Q (113078.510000 sec): 3 clusters
  Score: Raw -2134611.049708 + Penalty 3173.541343 = -2131437.508365
  nChanged 3
		SP:Iteration 38Q (113078.760000 sec): 3 clusters
  Score: Raw -2134611.721319 + Penalty 3173.541343 = -2131438.179976
  nChanged 6
		SP:Iteration 39Q (113079.070000 sec): 3 clusters
  Score: Raw -2134613.231989 + Penalty 3173.541343 = -2131439.690647
  nChanged 4
		SP:Iteration 40F (113079.360000 sec): 3 clusters
  Score: Raw -2134614.083674 + Penalty 3173.541343 = -2131440.542331
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (20082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113079.570000 sec): 2 clusters
  Score: Raw -2244084.865373 + Penalty 1609.981615 = -2242474.883757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113079.900000 sec): 3 clusters
  Score: Raw -2231953.990250 + Penalty 3219.963230 = -2228734.027020
  nChanged 9114
		SP:Iteration 1F (113080.170000 sec): 3 clusters
  Score: Raw -2237066.595206 + Penalty 3219.963230 = -2233846.631976
  nChanged 1063
		SP:Iteration 2F (113080.510000 sec): 3 clusters
  Score: Raw -2237470.592950 + Penalty 3219.963230 = -2234250.629719
  nChanged 934
		SP:Iteration 3Q (113080.810000 sec): 3 clusters
  Score: Raw -2237803.696445 + Penalty 3219.963230 = -2234583.733215
  nChanged 914
		SP:Iteration 4Q (113081.070000 sec): 3 clusters
  Score: Raw -2238178.427278 + Penalty 3219.963230 = -2234958.464048
  nChanged 934
		SP:Iteration 5Q (113081.380000 sec): 3 clusters
  Score: Raw -2238633.887168 + Penalty 3219.963230 = -2235413.923937
  nChanged 1042
		SP:Iteration 6F (113081.670000 sec): 3 clusters
  Score: Raw -2239219.721928 + Penalty 3219.963230 = -2235999.758698
  nChanged 1145
		SP:Iteration 7F (113081.970000 sec): 3 clusters
  Score: Raw -2239972.609358 + Penalty 3219.963230 = -2236752.646127
  nChanged 1148
		SP:Iteration 8F (113082.290000 sec): 3 clusters
  Score: Raw -2240795.543548 + Penalty 3219.963230 = -2237575.580317
  nChanged 1075
		SP:Iteration 9F (113082.650000 sec): 3 clusters
  Score: Raw -2241606.639212 + Penalty 3219.963230 = -2238386.675982
  nChanged 946
		SP:Iteration 10Q (113082.990000 sec): 3 clusters
  Score: Raw -2242372.749416 + Penalty 3219.963230 = -2239152.786186
  nChanged 727
		SP:Iteration 11Q (113083.240000 sec): 3 clusters
  Score: Raw -2242952.621585 + Penalty 3219.963230 = -2239732.658355
  nChanged 529
		SP:Iteration 12Q (113083.560000 sec): 3 clusters
  Score: Raw -2243389.781347 + Penalty 3219.963230 = -2240169.818116
  nChanged 404
		SP:Iteration 13Q (113083.850000 sec): 3 clusters
  Score: Raw -2243704.286808 + Penalty 3219.963230 = -2240484.323578
  nChanged 260
		SP:Iteration 14Q (113084.140000 sec): 3 clusters
  Score: Raw -2243898.039902 + Penalty 3219.963230 = -2240678.076672
  nChanged 177
		SP:Iteration 15Q (113084.440000 sec): 3 clusters
  Score: Raw -2244056.188737 + Penalty 3219.963230 = -2240836.225507
  nChanged 108
		SP:Iteration 16Q (113084.750000 sec): 3 clusters
  Score: Raw -2244143.923946 + Penalty 3219.963230 = -2240923.960716
  nChanged 66
		SP:Iteration 17Q (113085.030000 sec): 3 clusters
  Score: Raw -2244191.325276 + Penalty 3219.963230 = -2240971.362046
  nChanged 40
		SP:Iteration 18Q (113085.360000 sec): 3 clusters
  Score: Raw -2244222.277107 + Penalty 3219.963230 = -2241002.313876
  nChanged 27
		SP:Iteration 19Q (113085.640000 sec): 3 clusters
  Score: Raw -2244242.424519 + Penalty 3219.963230 = -2241022.461289
  nChanged 22
		SP:Iteration 20F (113085.900000 sec): 3 clusters
  Score: Raw -2244256.000358 + Penalty 3219.963230 = -2241036.037127
  nChanged 12
		SP:Iteration 21Q (113086.200000 sec): 3 clusters
  Score: Raw -2244263.998750 + Penalty 3219.963230 = -2241044.035519
  nChanged 9
		SP:Iteration 22Q (113086.500000 sec): 3 clusters
  Score: Raw -2244272.364053 + Penalty 3219.963230 = -2241052.400823
  nChanged 17
		SP:Iteration 23Q (113086.790000 sec): 3 clusters
  Score: Raw -2244286.292262 + Penalty 3219.963230 = -2241066.329032
  nChanged 16
		SP:Iteration 24Q (113087.040000 sec): 3 clusters
  Score: Raw -2244299.105497 + Penalty 3219.963230 = -2241079.142267
  nChanged 13
		SP:Iteration 25Q (113087.340000 sec): 3 clusters
  Score: Raw -2244307.053202 + Penalty 3219.963230 = -2241087.089971
  nChanged 6
		SP:Iteration 26Q (113087.590000 sec): 3 clusters
  Score: Raw -2244311.205320 + Penalty 3219.963230 = -2241091.242089
  nChanged 7
		SP:Iteration 27Q (113087.880000 sec): 3 clusters
  Score: Raw -2244315.085537 + Penalty 3219.963230 = -2241095.122307
  nChanged 9
		SP:Iteration 28Q (113088.140000 sec): 3 clusters
  Score: Raw -2244321.685655 + Penalty 3219.963230 = -2241101.722425
  nChanged 8
		SP:Iteration 29Q (113088.480000 sec): 3 clusters
  Score: Raw -2244326.619730 + Penalty 3219.963230 = -2241106.656500
  nChanged 9
		SP:Iteration 30Q (113088.710000 sec): 3 clusters
  Score: Raw -2244331.993491 + Penalty 3219.963230 = -2241112.030261
  nChanged 4
		SP:Iteration 31Q (113088.990000 sec): 3 clusters
  Score: Raw -2244335.548819 + Penalty 3219.963230 = -2241115.585589
  nChanged 4
		SP:Iteration 32Q (113089.340000 sec): 3 clusters
  Score: Raw -2244338.391552 + Penalty 3219.963230 = -2241118.428322
  nChanged 2
		SP:Iteration 33Q (113089.630000 sec): 3 clusters
  Score: Raw -2244340.041871 + Penalty 3219.963230 = -2241120.078641
  nChanged 2
		SP:Iteration 34Q (113089.940000 sec): 3 clusters
  Score: Raw -2244341.104178 + Penalty 3219.963230 = -2241121.140947
  nChanged 2
		SP:Iteration 35Q (113090.280000 sec): 3 clusters
  Score: Raw -2244342.472542 + Penalty 3219.963230 = -2241122.509312
  nChanged 3
		SP:Iteration 36Q (113090.560000 sec): 3 clusters
  Score: Raw -2244345.220075 + Penalty 3219.963230 = -2241125.256844
  nChanged 5
		SP:Iteration 37Q (113090.910000 sec): 3 clusters
  Score: Raw -2244348.934459 + Penalty 3219.963230 = -2241128.971229
  nChanged 3
		SP:Iteration 38Q (113091.140000 sec): 3 clusters
  Score: Raw -2244351.119089 + Penalty 3219.963230 = -2241131.155859
  nChanged 1
		SP:Iteration 39Q (113091.420000 sec): 3 clusters
  Score: Raw -2244351.802746 + Penalty 3219.963230 = -2241131.839515
  nChanged 0
		SP:Iteration 40F (113091.690000 sec): 3 clusters
  Score: Raw -2244351.802746 + Penalty 3219.963230 = -2241131.839515
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (28635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113091.930000 sec): 2 clusters
  Score: Raw -3417149.832158 + Penalty 1667.637567 = -3415482.194592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113092.260000 sec): 3 clusters
  Score: Raw -3399515.293772 + Penalty 3335.275133 = -3396180.018639
  nChanged 13195
		SP:Iteration 1F (113092.590000 sec): 3 clusters
  Score: Raw -3406938.524214 + Penalty 3335.275133 = -3403603.249081
  nChanged 1384
		SP:Iteration 2Q (113092.930000 sec): 3 clusters
  Score: Raw -3407498.851148 + Penalty 3335.275133 = -3404163.576015
  nChanged 1438
		SP:Iteration 3F (113093.260000 sec): 3 clusters
  Score: Raw -3408131.889139 + Penalty 3335.275133 = -3404796.614006
  nChanged 1479
		SP:Iteration 4F (113093.540000 sec): 3 clusters
  Score: Raw -3408793.503653 + Penalty 3335.275133 = -3405458.228520
  nChanged 1427
		SP:Iteration 5Q (113093.890000 sec): 3 clusters
  Score: Raw -3409422.125579 + Penalty 3335.275133 = -3406086.850446
  nChanged 1369
		SP:Iteration 6Q (113094.250000 sec): 3 clusters
  Score: Raw -3410109.323173 + Penalty 3335.275133 = -3406774.048040
  nChanged 1452
		SP:Iteration 7F (113094.630000 sec): 3 clusters
  Score: Raw -3410848.277322 + Penalty 3335.275133 = -3407513.002188
  nChanged 1380
		SP:Iteration 8Q (113095.090000 sec): 3 clusters
  Score: Raw -3411612.884357 + Penalty 3335.275133 = -3408277.609224
  nChanged 1332
		SP:Iteration 9Q (113095.490000 sec): 3 clusters
  Score: Raw -3412326.207206 + Penalty 3335.275133 = -3408990.932073
  nChanged 1145
		SP:Iteration 10Q (113095.830000 sec): 3 clusters
  Score: Raw -3412891.923877 + Penalty 3335.275133 = -3409556.648744
  nChanged 913
		SP:Iteration 11Q (113096.200000 sec): 3 clusters
  Score: Raw -3413242.325453 + Penalty 3335.275133 = -3409907.050320
  nChanged 684
		SP:Iteration 12Q (113096.510000 sec): 3 clusters
  Score: Raw -3413436.567395 + Penalty 3335.275133 = -3410101.292262
  nChanged 464
		SP:Iteration 13Q (113096.880000 sec): 3 clusters
  Score: Raw -3413539.567938 + Penalty 3335.275133 = -3410204.292804
  nChanged 335
		SP:Iteration 14Q (113097.260000 sec): 3 clusters
  Score: Raw -3413611.836313 + Penalty 3335.275133 = -3410276.561180
  nChanged 317
		SP:Iteration 15Q (113097.620000 sec): 3 clusters
  Score: Raw -3413675.110209 + Penalty 3335.275133 = -3410339.835076
  nChanged 256
		SP:Iteration 16Q (113098.020000 sec): 3 clusters
  Score: Raw -3413729.571562 + Penalty 3335.275133 = -3410394.296428
  nChanged 268
		SP:Iteration 17Q (113098.380000 sec): 3 clusters
  Score: Raw -3413791.721331 + Penalty 3335.275133 = -3410456.446197
  nChanged 247
		SP:Iteration 18Q (113098.740000 sec): 3 clusters
  Score: Raw -3413843.331712 + Penalty 3335.275133 = -3410508.056579
  nChanged 234
		SP:Iteration 19Q (113099.100000 sec): 3 clusters
  Score: Raw -3413894.925810 + Penalty 3335.275133 = -3410559.650677
  nChanged 228
		SP:Iteration 20F (113099.490000 sec): 3 clusters
  Score: Raw -3413938.412935 + Penalty 3335.275133 = -3410603.137802
  nChanged 230
		SP:Iteration 21Q (113099.780000 sec): 3 clusters
  Score: Raw -3413983.656355 + Penalty 3335.275133 = -3410648.381222
  nChanged 229
		SP:Iteration 22Q (113100.110000 sec): 3 clusters
  Score: Raw -3414024.140834 + Penalty 3335.275133 = -3410688.865701
  nChanged 209
		SP:Iteration 23Q (113100.480000 sec): 3 clusters
  Score: Raw -3414062.951652 + Penalty 3335.275133 = -3410727.676519
  nChanged 213
		SP:Iteration 24Q (113100.870000 sec): 3 clusters
  Score: Raw -3414100.164785 + Penalty 3335.275133 = -3410764.889652
  nChanged 193
		SP:Iteration 25Q (113101.270000 sec): 3 clusters
  Score: Raw -3414133.089511 + Penalty 3335.275133 = -3410797.814378
  nChanged 189
		SP:Iteration 26Q (113101.630000 sec): 3 clusters
  Score: Raw -3414164.035646 + Penalty 3335.275133 = -3410828.760513
  nChanged 189
		SP:Iteration 27Q (113102.010000 sec): 3 clusters
  Score: Raw -3414195.330446 + Penalty 3335.275133 = -3410860.055313
  nChanged 193
		SP:Iteration 28Q (113102.320000 sec): 3 clusters
  Score: Raw -3414229.807503 + Penalty 3335.275133 = -3410894.532369
  nChanged 199
		SP:Iteration 29Q (113102.660000 sec): 3 clusters
  Score: Raw -3414263.392808 + Penalty 3335.275133 = -3410928.117675
  nChanged 195
		SP:Iteration 30Q (113103.020000 sec): 3 clusters
  Score: Raw -3414297.507973 + Penalty 3335.275133 = -3410962.232840
  nChanged 197
		SP:Iteration 31Q (113103.380000 sec): 3 clusters
  Score: Raw -3414332.533490 + Penalty 3335.275133 = -3410997.258357
  nChanged 214
		SP:Iteration 32Q (113103.820000 sec): 3 clusters
  Score: Raw -3414374.312514 + Penalty 3335.275133 = -3411039.037381
  nChanged 226
		SP:Iteration 33Q (113104.170000 sec): 3 clusters
  Score: Raw -3414427.626756 + Penalty 3335.275133 = -3411092.351623
  nChanged 277
		SP:Iteration 34Q (113104.500000 sec): 3 clusters
  Score: Raw -3414496.472746 + Penalty 3335.275133 = -3411161.197613
  nChanged 274
		SP:Iteration 35Q (113104.920000 sec): 3 clusters
  Score: Raw -3414568.945230 + Penalty 3335.275133 = -3411233.670097
  nChanged 286
		SP:Iteration 36Q (113105.360000 sec): 3 clusters
  Score: Raw -3414646.368268 + Penalty 3335.275133 = -3411311.093135
  nChanged 304
		SP:Iteration 37Q (113105.760000 sec): 3 clusters
  Score: Raw -3414730.769903 + Penalty 3335.275133 = -3411395.494770
  nChanged 324
		SP:Iteration 38Q (113106.120000 sec): 3 clusters
  Score: Raw -3414825.636658 + Penalty 3335.275133 = -3411490.361525
  nChanged 332
		SP:Iteration 39Q (113106.440000 sec): 3 clusters
  Score: Raw -3414927.588515 + Penalty 3335.275133 = -3411592.313382
  nChanged 354
		SP:Iteration 40F (113106.850000 sec): 3 clusters
  Score: Raw -3415045.889834 + Penalty 3335.275133 = -3411710.614701
  nChanged 371
		SP:Iteration 41Q (113107.210000 sec): 3 clusters
  Score: Raw -3415175.020257 + Penalty 3335.275133 = -3411839.745124
  nChanged 377
		SP:Iteration 42Q (113107.550000 sec): 3 clusters
  Score: Raw -3415320.479367 + Penalty 3335.275133 = -3411985.204234
  nChanged 382
		SP:Iteration 43Q (113107.910000 sec): 3 clusters
  Score: Raw -3415476.268308 + Penalty 3335.275133 = -3412140.993175
  nChanged 368
		SP:Iteration 44Q (113108.300000 sec): 3 clusters
  Score: Raw -3415646.250833 + Penalty 3335.275133 = -3412310.975700
  nChanged 379
		SP:Iteration 45Q (113108.630000 sec): 3 clusters
  Score: Raw -3415842.490096 + Penalty 3335.275133 = -3412507.214963
  nChanged 390
		SP:Iteration 46Q (113109.010000 sec): 3 clusters
  Score: Raw -3416069.861125 + Penalty 3335.275133 = -3412734.585992
  nChanged 380
		SP:Iteration 47Q (113109.320000 sec): 3 clusters
  Score: Raw -3416315.697722 + Penalty 3335.275133 = -3412980.422589
  nChanged 384
		SP:Iteration 48Q (113109.660000 sec): 3 clusters
  Score: Raw -3416587.088479 + Penalty 3335.275133 = -3413251.813346
  nChanged 313
		SP:Iteration 49Q (113110.060000 sec): 3 clusters
  Score: Raw -3416821.474846 + Penalty 3335.275133 = -3413486.199713
  nChanged 268
		SP:Iteration 50Q (113110.440000 sec): 3 clusters
  Score: Raw -3417017.898056 + Penalty 3335.275133 = -3413682.622923
  nChanged 229
		SP:Iteration 51Q (113110.830000 sec): 3 clusters
  Score: Raw -3417142.873391 + Penalty 3335.275133 = -3413807.598258
  nChanged 203
		SP:Iteration 52Q (113111.180000 sec): 3 clusters
  Score: Raw -3417256.795086 + Penalty 3335.275133 = -3413921.519953
  nChanged 188
		SP:Iteration 53Q (113111.560000 sec): 3 clusters
  Score: Raw -3417361.079756 + Penalty 3335.275133 = -3414025.804623
  nChanged 179
		SP:Iteration 54Q (113111.980000 sec): 3 clusters
  Score: Raw -3417452.673498 + Penalty 3335.275133 = -3414117.398365
  nChanged 140
		SP:Iteration 55Q (113112.340000 sec): 3 clusters
  Score: Raw -3417520.245872 + Penalty 3335.275133 = -3414184.970739
  nChanged 113
		SP:Iteration 56Q (113112.680000 sec): 3 clusters
  Score: Raw -3417572.922727 + Penalty 3335.275133 = -3414237.647594
  nChanged 99
		SP:Iteration 57Q (113113.000000 sec): 3 clusters
  Score: Raw -3417620.052128 + Penalty 3335.275133 = -3414284.776995
  nChanged 97
		SP:Iteration 58Q (113113.370000 sec): 3 clusters
  Score: Raw -3417661.581982 + Penalty 3335.275133 = -3414326.306849
  nChanged 77
		SP:Iteration 59Q (113113.670000 sec): 3 clusters
  Score: Raw -3417700.597546 + Penalty 3335.275133 = -3414365.322413
  nChanged 84
		SP:Iteration 60F (113114.040000 sec): 3 clusters
  Score: Raw -3417737.550345 + Penalty 3335.275133 = -3414402.275212
  nChanged 59
		SP:Iteration 61Q (113114.430000 sec): 3 clusters
  Score: Raw -3417763.904476 + Penalty 3335.275133 = -3414428.629343
  nChanged 55
		SP:Iteration 62Q (113114.780000 sec): 3 clusters
  Score: Raw -3417793.882464 + Penalty 3335.275133 = -3414458.607330
  nChanged 58
		SP:Iteration 63Q (113115.140000 sec): 3 clusters
  Score: Raw -3417817.936060 + Penalty 3335.275133 = -3414482.660927
  nChanged 46
		SP:Iteration 64Q (113115.540000 sec): 3 clusters
  Score: Raw -3417837.664060 + Penalty 3335.275133 = -3414502.388927
  nChanged 36
		SP:Iteration 65Q (113115.940000 sec): 3 clusters
  Score: Raw -3417853.812235 + Penalty 3335.275133 = -3414518.537102
  nChanged 33
		SP:Iteration 66Q (113116.320000 sec): 3 clusters
  Score: Raw -3417865.915228 + Penalty 3335.275133 = -3414530.640095
  nChanged 27
		SP:Iteration 67Q (113116.620000 sec): 3 clusters
  Score: Raw -3417876.020954 + Penalty 3335.275133 = -3414540.745821
  nChanged 24
		SP:Iteration 68Q (113116.960000 sec): 3 clusters
  Score: Raw -3417883.855564 + Penalty 3335.275133 = -3414548.580431
  nChanged 25
		SP:Iteration 69Q (113117.300000 sec): 3 clusters
  Score: Raw -3417892.708619 + Penalty 3335.275133 = -3414557.433486
  nChanged 26
		SP:Iteration 70Q (113117.600000 sec): 3 clusters
  Score: Raw -3417900.043591 + Penalty 3335.275133 = -3414564.768458
  nChanged 18
		SP:Iteration 71Q (113117.940000 sec): 3 clusters
  Score: Raw -3417905.804895 + Penalty 3335.275133 = -3414570.529762
  nChanged 15
		SP:Iteration 72Q (113118.290000 sec): 3 clusters
  Score: Raw -3417911.457773 + Penalty 3335.275133 = -3414576.182640
  nChanged 15
		SP:Iteration 73Q (113118.600000 sec): 3 clusters
  Score: Raw -3417916.259974 + Penalty 3335.275133 = -3414580.984841
  nChanged 13
		SP:Iteration 74Q (113118.980000 sec): 3 clusters
  Score: Raw -3417919.351425 + Penalty 3335.275133 = -3414584.076292
  nChanged 10
		SP:Iteration 75Q (113119.390000 sec): 3 clusters
  Score: Raw -3417921.729413 + Penalty 3335.275133 = -3414586.454280
  nChanged 6
		SP:Iteration 76Q (113119.710000 sec): 3 clusters
  Score: Raw -3417923.752466 + Penalty 3335.275133 = -3414588.477333
  nChanged 11
		SP:Iteration 77Q (113120.010000 sec): 3 clusters
  Score: Raw -3417927.038644 + Penalty 3335.275133 = -3414591.763511
  nChanged 8
		SP:Iteration 78Q (113120.370000 sec): 3 clusters
  Score: Raw -3417929.011446 + Penalty 3335.275133 = -3414593.736313
  nChanged 6
		SP:Iteration 79Q (113120.640000 sec): 3 clusters
  Score: Raw -3417930.202440 + Penalty 3335.275133 = -3414594.927307
  nChanged 5
		SP:Iteration 80F (113121.010000 sec): 3 clusters
  Score: Raw -3417931.273451 + Penalty 3335.275133 = -3414595.998318
  nChanged 4
		SP:Iteration 81Q (113121.330000 sec): 3 clusters
  Score: Raw -3417932.106780 + Penalty 3335.275133 = -3414596.831647
  nChanged 2
		SP:Iteration 82Q (113121.690000 sec): 3 clusters
  Score: Raw -3417932.946090 + Penalty 3335.275133 = -3414597.670957
  nChanged 4
		SP:Iteration 83Q (113122.040000 sec): 3 clusters
  Score: Raw -3417934.039728 + Penalty 3335.275133 = -3414598.764595
  nChanged 7
		SP:Iteration 84Q (113122.370000 sec): 3 clusters
  Score: Raw -3417935.338276 + Penalty 3335.275133 = -3414600.063143
  nChanged 3
		SP:Iteration 85Q (113122.680000 sec): 3 clusters
  Score: Raw -3417935.938506 + Penalty 3335.275133 = -3414600.663373
  nChanged 3
		SP:Iteration 86Q (113123.030000 sec): 3 clusters
  Score: Raw -3417936.603605 + Penalty 3335.275133 = -3414601.328471
  nChanged 1
		SP:Iteration 87Q (113123.400000 sec): 3 clusters
  Score: Raw -3417936.910955 + Penalty 3335.275133 = -3414601.635822
  nChanged 2
		SP:Iteration 88Q (113123.720000 sec): 3 clusters
  Score: Raw -3417937.336068 + Penalty 3335.275133 = -3414602.060935
  nChanged 1
		SP:Iteration 89Q (113124.060000 sec): 3 clusters
  Score: Raw -3417937.483150 + Penalty 3335.275133 = -3414602.208017
  nChanged 0
		SP:Iteration 90F (113124.410000 sec): 3 clusters
  Score: Raw -3417937.483150 + Penalty 3335.275133 = -3414602.208017
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (57537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113124.830000 sec): 2 clusters
  Score: Raw -7072149.619918 + Penalty 1781.029818 = -7070368.590100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113125.440000 sec): 3 clusters
  Score: Raw -7035524.932474 + Penalty 3562.059637 = -7031962.872837
  nChanged 26935
		SP:Iteration 1F (113125.940000 sec): 3 clusters
  Score: Raw -7051364.473687 + Penalty 3562.059637 = -7047802.414051
  nChanged 2769
		SP:Iteration 2Q (113126.470000 sec): 3 clusters
  Score: Raw -7052568.650565 + Penalty 3562.059637 = -7049006.590928
  nChanged 3110
		SP:Iteration 3F (113126.990000 sec): 3 clusters
  Score: Raw -7054325.295915 + Penalty 3562.059637 = -7050763.236278
  nChanged 3552
		SP:Iteration 4F (113127.600000 sec): 3 clusters
  Score: Raw -7056729.645190 + Penalty 3562.059637 = -7053167.585553
  nChanged 3830
		SP:Iteration 5F (113128.190000 sec): 3 clusters
  Score: Raw -7059573.691580 + Penalty 3562.059637 = -7056011.631943
  nChanged 3670
		SP:Iteration 6F (113128.660000 sec): 3 clusters
  Score: Raw -7062518.662335 + Penalty 3562.059637 = -7058956.602698
  nChanged 3236
		SP:Iteration 7F (113129.160000 sec): 3 clusters
  Score: Raw -7065041.442846 + Penalty 3562.059637 = -7061479.383209
  nChanged 2552
		SP:Iteration 8Q (113129.660000 sec): 3 clusters
  Score: Raw -7066810.135963 + Penalty 3562.059637 = -7063248.076326
  nChanged 1768
		SP:Iteration 9Q (113130.100000 sec): 3 clusters
  Score: Raw -7067821.814762 + Penalty 3562.059637 = -7064259.755125
  nChanged 1272
		SP:Iteration 10Q (113130.720000 sec): 3 clusters
  Score: Raw -7068553.797998 + Penalty 3562.059637 = -7064991.738361
  nChanged 1056
		SP:Iteration 11Q (113131.190000 sec): 3 clusters
  Score: Raw -7069171.889328 + Penalty 3562.059637 = -7065609.829691
  nChanged 896
		SP:Iteration 12Q (113131.740000 sec): 3 clusters
  Score: Raw -7069662.616329 + Penalty 3562.059637 = -7066100.556692
  nChanged 829
		SP:Iteration 13Q (113132.190000 sec): 3 clusters
  Score: Raw -7070097.218316 + Penalty 3562.059637 = -7066535.158679
  nChanged 736
		SP:Iteration 14Q (113132.650000 sec): 3 clusters
  Score: Raw -7070466.582977 + Penalty 3562.059637 = -7066904.523341
  nChanged 691
		SP:Iteration 15Q (113133.190000 sec): 3 clusters
  Score: Raw -7070797.896504 + Penalty 3562.059637 = -7067235.836867
  nChanged 607
		SP:Iteration 16Q (113133.680000 sec): 3 clusters
  Score: Raw -7071069.800950 + Penalty 3562.059637 = -7067507.741313
  nChanged 536
		SP:Iteration 17Q (113134.190000 sec): 3 clusters
  Score: Raw -7071290.365212 + Penalty 3562.059637 = -7067728.305575
  nChanged 459
		SP:Iteration 18Q (113134.660000 sec): 3 clusters
  Score: Raw -7071457.117576 + Penalty 3562.059637 = -7067895.057939
  nChanged 414
		SP:Iteration 19Q (113135.130000 sec): 3 clusters
  Score: Raw -7071591.944978 + Penalty 3562.059637 = -7068029.885341
  nChanged 339
		SP:Iteration 20F (113135.580000 sec): 3 clusters
  Score: Raw -7071696.919523 + Penalty 3562.059637 = -7068134.859886
  nChanged 308
		SP:Iteration 21Q (113136.100000 sec): 3 clusters
  Score: Raw -7071786.172283 + Penalty 3562.059637 = -7068224.112646
  nChanged 262
		SP:Iteration 22Q (113136.580000 sec): 3 clusters
  Score: Raw -7071854.361339 + Penalty 3562.059637 = -7068292.301702
  nChanged 250
		SP:Iteration 23Q (113137.010000 sec): 3 clusters
  Score: Raw -7071921.231356 + Penalty 3562.059637 = -7068359.171719
  nChanged 233
		SP:Iteration 24Q (113137.560000 sec): 3 clusters
  Score: Raw -7071986.519361 + Penalty 3562.059637 = -7068424.459724
  nChanged 217
		SP:Iteration 25Q (113138.170000 sec): 3 clusters
  Score: Raw -7072048.596709 + Penalty 3562.059637 = -7068486.537073
  nChanged 195
		SP:Iteration 26Q (113138.700000 sec): 3 clusters
  Score: Raw -7072102.798633 + Penalty 3562.059637 = -7068540.738996
  nChanged 195
		SP:Iteration 27Q (113139.160000 sec): 3 clusters
  Score: Raw -7072158.684118 + Penalty 3562.059637 = -7068596.624481
  nChanged 179
		SP:Iteration 28Q (113139.720000 sec): 3 clusters
  Score: Raw -7072212.743460 + Penalty 3562.059637 = -7068650.683823
  nChanged 153
		SP:Iteration 29Q (113140.180000 sec): 3 clusters
  Score: Raw -7072260.538089 + Penalty 3562.059637 = -7068698.478452
  nChanged 151
		SP:Iteration 30Q (113140.720000 sec): 3 clusters
  Score: Raw -7072304.072989 + Penalty 3562.059637 = -7068742.013352
  nChanged 126
		SP:Iteration 31Q (113141.260000 sec): 3 clusters
  Score: Raw -7072334.523835 + Penalty 3562.059637 = -7068772.464198
  nChanged 101
		SP:Iteration 32Q (113141.760000 sec): 3 clusters
  Score: Raw -7072359.760380 + Penalty 3562.059637 = -7068797.700743
  nChanged 76
		SP:Iteration 33Q (113142.280000 sec): 3 clusters
  Score: Raw -7072376.703628 + Penalty 3562.059637 = -7068814.643991
  nChanged 70
		SP:Iteration 34Q (113142.740000 sec): 3 clusters
  Score: Raw -7072391.082159 + Penalty 3562.059637 = -7068829.022522
  nChanged 68
		SP:Iteration 35Q (113143.260000 sec): 3 clusters
  Score: Raw -7072408.535353 + Penalty 3562.059637 = -7068846.475716
  nChanged 68
		SP:Iteration 36Q (113143.750000 sec): 3 clusters
  Score: Raw -7072428.684428 + Penalty 3562.059637 = -7068866.624791
  nChanged 64
		SP:Iteration 37Q (113144.200000 sec): 3 clusters
  Score: Raw -7072445.782068 + Penalty 3562.059637 = -7068883.722431
  nChanged 71
		SP:Iteration 38Q (113144.680000 sec): 3 clusters
  Score: Raw -7072462.363565 + Penalty 3562.059637 = -7068900.303928
  nChanged 54
		SP:Iteration 39Q (113145.100000 sec): 3 clusters
  Score: Raw -7072473.352103 + Penalty 3562.059637 = -7068911.292466
  nChanged 51
		SP:Iteration 40F (113145.600000 sec): 3 clusters
  Score: Raw -7072485.491920 + Penalty 3562.059637 = -7068923.432283
  nChanged 45
		SP:Iteration 41Q (113146.010000 sec): 3 clusters
  Score: Raw -7072496.179805 + Penalty 3562.059637 = -7068934.120168
  nChanged 44
		SP:Iteration 42Q (113146.460000 sec): 3 clusters
  Score: Raw -7072504.928034 + Penalty 3562.059637 = -7068942.868397
  nChanged 39
		SP:Iteration 43Q (113146.920000 sec): 3 clusters
  Score: Raw -7072514.412404 + Penalty 3562.059637 = -7068952.352767
  nChanged 36
		SP:Iteration 44Q (113147.380000 sec): 3 clusters
  Score: Raw -7072522.795570 + Penalty 3562.059637 = -7068960.735933
  nChanged 49
		SP:Iteration 45Q (113147.820000 sec): 3 clusters
  Score: Raw -7072535.097125 + Penalty 3562.059637 = -7068973.037488
  nChanged 41
		SP:Iteration 46Q (113148.290000 sec): 3 clusters
  Score: Raw -7072544.422437 + Penalty 3562.059637 = -7068982.362800
  nChanged 33
		SP:Iteration 47Q (113148.710000 sec): 3 clusters
  Score: Raw -7072551.413845 + Penalty 3562.059637 = -7068989.354208
  nChanged 29
		SP:Iteration 48Q (113149.160000 sec): 3 clusters
  Score: Raw -7072557.920299 + Penalty 3562.059637 = -7068995.860662
  nChanged 25
		SP:Iteration 49Q (113149.610000 sec): 3 clusters
  Score: Raw -7072563.617003 + Penalty 3562.059637 = -7069001.557366
  nChanged 27
		SP:Iteration 50Q (113150.070000 sec): 3 clusters
  Score: Raw -7072570.903818 + Penalty 3562.059637 = -7069008.844181
  nChanged 26
		SP:Iteration 51Q (113150.470000 sec): 3 clusters
  Score: Raw -7072576.887178 + Penalty 3562.059637 = -7069014.827541
  nChanged 20
		SP:Iteration 52Q (113150.950000 sec): 3 clusters
  Score: Raw -7072580.819075 + Penalty 3562.059637 = -7069018.759439
  nChanged 17
		SP:Iteration 53Q (113151.410000 sec): 3 clusters
  Score: Raw -7072584.720340 + Penalty 3562.059637 = -7069022.660703
  nChanged 17
		SP:Iteration 54Q (113151.870000 sec): 3 clusters
  Score: Raw -7072589.530074 + Penalty 3562.059637 = -7069027.470437
  nChanged 23
		SP:Iteration 55Q (113152.310000 sec): 3 clusters
  Score: Raw -7072595.271362 + Penalty 3562.059637 = -7069033.211725
  nChanged 25
		SP:Iteration 56Q (113152.760000 sec): 3 clusters
  Score: Raw -7072601.424399 + Penalty 3562.059637 = -7069039.364762
  nChanged 24
		SP:Iteration 57Q (113153.210000 sec): 3 clusters
  Score: Raw -7072609.459152 + Penalty 3562.059637 = -7069047.399516
  nChanged 31
		SP:Iteration 58Q (113153.640000 sec): 3 clusters
  Score: Raw -7072616.864241 + Penalty 3562.059637 = -7069054.804604
  nChanged 33
		SP:Iteration 59Q (113154.090000 sec): 3 clusters
  Score: Raw -7072623.123601 + Penalty 3562.059637 = -7069061.063964
  nChanged 23
		SP:Iteration 60F (113154.540000 sec): 3 clusters
  Score: Raw -7072627.944933 + Penalty 3562.059637 = -7069065.885296
  nChanged 17
		SP:Iteration 61Q (113155.030000 sec): 3 clusters
  Score: Raw -7072631.440911 + Penalty 3562.059637 = -7069069.381274
  nChanged 9
		SP:Iteration 62Q (113155.490000 sec): 3 clusters
  Score: Raw -7072633.224473 + Penalty 3562.059637 = -7069071.164836
  nChanged 10
		SP:Iteration 63Q (113155.930000 sec): 3 clusters
  Score: Raw -7072635.240829 + Penalty 3562.059637 = -7069073.181192
  nChanged 9
		SP:Iteration 64Q (113156.400000 sec): 3 clusters
  Score: Raw -7072638.000454 + Penalty 3562.059637 = -7069075.940818
  nChanged 17
		SP:Iteration 65Q (113156.840000 sec): 3 clusters
  Score: Raw -7072642.108391 + Penalty 3562.059637 = -7069080.048755
  nChanged 14
		SP:Iteration 66Q (113157.330000 sec): 3 clusters
  Score: Raw -7072645.914579 + Penalty 3562.059637 = -7069083.854942
  nChanged 20
		SP:Iteration 67Q (113157.790000 sec): 3 clusters
  Score: Raw -7072650.917212 + Penalty 3562.059637 = -7069088.857575
  nChanged 18
		SP:Iteration 68Q (113158.260000 sec): 3 clusters
  Score: Raw -7072655.416829 + Penalty 3562.059637 = -7069093.357193
  nChanged 14
		SP:Iteration 69Q (113158.750000 sec): 3 clusters
  Score: Raw -7072658.115145 + Penalty 3562.059637 = -7069096.055508
  nChanged 8
		SP:Iteration 70Q (113159.190000 sec): 3 clusters
  Score: Raw -7072660.018108 + Penalty 3562.059637 = -7069097.958471
  nChanged 4
		SP:Iteration 71Q (113159.700000 sec): 3 clusters
  Score: Raw -7072660.728512 + Penalty 3562.059637 = -7069098.668875
  nChanged 4
		SP:Iteration 72Q (113160.120000 sec): 3 clusters
  Score: Raw -7072661.423928 + Penalty 3562.059637 = -7069099.364291
  nChanged 2
		SP:Iteration 73Q (113160.560000 sec): 3 clusters
  Score: Raw -7072662.001761 + Penalty 3562.059637 = -7069099.942124
  nChanged 1
		SP:Iteration 74Q (113160.990000 sec): 3 clusters
  Score: Raw -7072662.102694 + Penalty 3562.059637 = -7069100.043057
  nChanged 1
		SP:Iteration 75Q (113161.490000 sec): 3 clusters
  Score: Raw -7072662.195447 + Penalty 3562.059637 = -7069100.135810
  nChanged 0
		SP:Iteration 76F (113161.950000 sec): 3 clusters
  Score: Raw -7072662.195447 + Penalty 3562.059637 = -7069100.135810
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113162.090000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113162.260000 sec): 3 clusters
  Score: Raw -41227.516798 + Penalty 1910.264129 = -39317.252668
  nChanged 65
		SP:Iteration 1F (113162.470000 sec): 3 clusters
  Score: Raw -41357.005618 + Penalty 1910.264129 = -39446.741488
  nChanged 16
		SP:Iteration 2Q (113162.660000 sec): 3 clusters
  Score: Raw -41399.522350 + Penalty 1910.264129 = -39489.258221
  nChanged 9
		SP:Iteration 3Q (113162.780000 sec): 3 clusters
  Score: Raw -41415.572634 + Penalty 1910.264129 = -39505.308505
  nChanged 6
		SP:Iteration 4Q (113162.960000 sec): 3 clusters
  Score: Raw -41430.958466 + Penalty 1910.264129 = -39520.694336
  nChanged 0
		SP:Iteration 5F (113163.100000 sec): 3 clusters
  Score: Raw -41430.958466 + Penalty 1910.264129 = -39520.694336
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (10006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113163.310000 sec): 2 clusters
  Score: Raw -1216573.042244 + Penalty 1496.777781 = -1215076.264462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113163.500000 sec): 3 clusters
  Score: Raw -1210921.416298 + Penalty 2993.555562 = -1207927.860736
  nChanged 4286
		SP:Iteration 1F (113163.740000 sec): 3 clusters
  Score: Raw -1213201.477557 + Penalty 2993.555562 = -1210207.921995
  nChanged 621
		SP:Iteration 2F (113163.940000 sec): 3 clusters
  Score: Raw -1213470.544790 + Penalty 2993.555562 = -1210476.989228
  nChanged 505
		SP:Iteration 3F (113164.190000 sec): 3 clusters
  Score: Raw -1213677.261711 + Penalty 2993.555562 = -1210683.706149
  nChanged 420
		SP:Iteration 4Q (113164.420000 sec): 3 clusters
  Score: Raw -1213851.755344 + Penalty 2993.555562 = -1210858.199782
  nChanged 407
		SP:Iteration 5Q (113164.670000 sec): 3 clusters
  Score: Raw -1214011.251174 + Penalty 2993.555562 = -1211017.695612
  nChanged 410
		SP:Iteration 6Q (113164.890000 sec): 3 clusters
  Score: Raw -1214170.330009 + Penalty 2993.555562 = -1211176.774446
  nChanged 382
		SP:Iteration 7Q (113165.120000 sec): 3 clusters
  Score: Raw -1214328.539853 + Penalty 2993.555562 = -1211334.984291
  nChanged 367
		SP:Iteration 8Q (113165.330000 sec): 3 clusters
  Score: Raw -1214472.875051 + Penalty 2993.555562 = -1211479.319488
  nChanged 356
		SP:Iteration 9Q (113165.600000 sec): 3 clusters
  Score: Raw -1214618.378028 + Penalty 2993.555562 = -1211624.822466
  nChanged 347
		SP:Iteration 10Q (113165.790000 sec): 3 clusters
  Score: Raw -1214764.716430 + Penalty 2993.555562 = -1211771.160868
  nChanged 335
		SP:Iteration 11Q (113166.020000 sec): 3 clusters
  Score: Raw -1214906.318804 + Penalty 2993.555562 = -1211912.763242
  nChanged 329
		SP:Iteration 12Q (113166.260000 sec): 3 clusters
  Score: Raw -1215063.259399 + Penalty 2993.555562 = -1212069.703836
  nChanged 327
		SP:Iteration 13Q (113166.580000 sec): 3 clusters
  Score: Raw -1215210.727257 + Penalty 2993.555562 = -1212217.171695
  nChanged 290
		SP:Iteration 14Q (113166.790000 sec): 3 clusters
  Score: Raw -1215355.225440 + Penalty 2993.555562 = -1212361.669877
  nChanged 322
		SP:Iteration 15Q (113167.060000 sec): 3 clusters
  Score: Raw -1215520.771908 + Penalty 2993.555562 = -1212527.216345
  nChanged 313
		SP:Iteration 16Q (113167.400000 sec): 3 clusters
  Score: Raw -1215690.443242 + Penalty 2993.555562 = -1212696.887679
  nChanged 305
		SP:Iteration 17Q (113167.600000 sec): 3 clusters
  Score: Raw -1215869.883065 + Penalty 2993.555562 = -1212876.327503
  nChanged 269
		SP:Iteration 18Q (113167.880000 sec): 3 clusters
  Score: Raw -1216029.168551 + Penalty 2993.555562 = -1213035.612988
  nChanged 255
		SP:Iteration 19Q (113168.120000 sec): 3 clusters
  Score: Raw -1216188.677484 + Penalty 2993.555562 = -1213195.121921
  nChanged 208
		SP:Iteration 20F (113168.370000 sec): 3 clusters
  Score: Raw -1216323.444077 + Penalty 2993.555562 = -1213329.888514
  nChanged 180
		SP:Iteration 21Q (113168.590000 sec): 3 clusters
  Score: Raw -1216445.913732 + Penalty 2993.555562 = -1213452.358170
  nChanged 125
		SP:Iteration 22Q (113168.790000 sec): 3 clusters
  Score: Raw -1216529.365709 + Penalty 2993.555562 = -1213535.810146
  nChanged 93
		SP:Iteration 23Q (113169.100000 sec): 3 clusters
  Score: Raw -1216595.390618 + Penalty 2993.555562 = -1213601.835056
  nChanged 68
		SP:Iteration 24Q (113169.310000 sec): 3 clusters
  Score: Raw -1216644.928959 + Penalty 2993.555562 = -1213651.373397
  nChanged 63
		SP:Iteration 25Q (113169.580000 sec): 3 clusters
  Score: Raw -1216691.432124 + Penalty 2993.555562 = -1213697.876561
  nChanged 43
		SP:Iteration 26Q (113169.940000 sec): 3 clusters
  Score: Raw -1216717.175373 + Penalty 2993.555562 = -1213723.619810
  nChanged 29
		SP:Iteration 27Q (113170.180000 sec): 3 clusters
  Score: Raw -1216733.959774 + Penalty 2993.555562 = -1213740.404211
  nChanged 19
		SP:Iteration 28Q (113170.400000 sec): 3 clusters
  Score: Raw -1216747.669699 + Penalty 2993.555562 = -1213754.114137
  nChanged 18
		SP:Iteration 29Q (113170.640000 sec): 3 clusters
  Score: Raw -1216757.793466 + Penalty 2993.555562 = -1213764.237904
  nChanged 11
		SP:Iteration 30Q (113170.830000 sec): 3 clusters
  Score: Raw -1216763.733532 + Penalty 2993.555562 = -1213770.177969
  nChanged 6
		SP:Iteration 31Q (113171.070000 sec): 3 clusters
  Score: Raw -1216767.430595 + Penalty 2993.555562 = -1213773.875033
  nChanged 5
		SP:Iteration 32Q (113171.310000 sec): 3 clusters
  Score: Raw -1216770.143721 + Penalty 2993.555562 = -1213776.588159
  nChanged 3
		SP:Iteration 33Q (113171.460000 sec): 3 clusters
  Score: Raw -1216772.716144 + Penalty 2993.555562 = -1213779.160582
  nChanged 7
		SP:Iteration 34Q (113171.680000 sec): 3 clusters
  Score: Raw -1216776.355872 + Penalty 2993.555562 = -1213782.800310
  nChanged 3
		SP:Iteration 35Q (113171.850000 sec): 3 clusters
  Score: Raw -1216777.548122 + Penalty 2993.555562 = -1213783.992559
  nChanged 1
		SP:Iteration 36Q (113172.080000 sec): 3 clusters
  Score: Raw -1216778.153287 + Penalty 2993.555562 = -1213784.597724
  nChanged 1
		SP:Iteration 37Q (113172.370000 sec): 3 clusters
  Score: Raw -1216778.728923 + Penalty 2993.555562 = -1213785.173361
  nChanged 2
		SP:Iteration 38Q (113172.630000 sec): 3 clusters
  Score: Raw -1216780.738720 + Penalty 2993.555562 = -1213787.183158
  nChanged 5
		SP:Iteration 39Q (113172.870000 sec): 3 clusters
  Score: Raw -1216784.801214 + Penalty 2993.555562 = -1213791.245652
  nChanged 4
		SP:Iteration 40F (113173.130000 sec): 3 clusters
  Score: Raw -1216788.289035 + Penalty 2993.555562 = -1213794.733473
  nChanged 5
		SP:Iteration 41Q (113173.390000 sec): 3 clusters
  Score: Raw -1216793.002484 + Penalty 2993.555562 = -1213799.446921
  nChanged 5
		SP:Iteration 42Q (113173.700000 sec): 3 clusters
  Score: Raw -1216797.697876 + Penalty 2993.555562 = -1213804.142313
  nChanged 6
		SP:Iteration 43Q (113173.960000 sec): 3 clusters
  Score: Raw -1216804.751213 + Penalty 2993.555562 = -1213811.195650
  nChanged 5
		SP:Iteration 44Q (113174.210000 sec): 3 clusters
  Score: Raw -1216808.122484 + Penalty 2993.555562 = -1213814.566921
  nChanged 2
		SP:Iteration 45Q (113174.440000 sec): 3 clusters
  Score: Raw -1216809.858846 + Penalty 2993.555562 = -1213816.303283
  nChanged 3
		SP:Iteration 46Q (113174.680000 sec): 3 clusters
  Score: Raw -1216812.322932 + Penalty 2993.555562 = -1213818.767370
  nChanged 5
		SP:Iteration 47Q (113174.890000 sec): 3 clusters
  Score: Raw -1216816.761221 + Penalty 2993.555562 = -1213823.205659
  nChanged 6
		SP:Iteration 48Q (113175.130000 sec): 3 clusters
  Score: Raw -1216822.200184 + Penalty 2993.555562 = -1213828.644622
  nChanged 7
		SP:Iteration 49Q (113175.340000 sec): 3 clusters
  Score: Raw -1216827.547969 + Penalty 2993.555562 = -1213833.992407
  nChanged 3
		SP:Iteration 50Q (113175.530000 sec): 3 clusters
  Score: Raw -1216829.885974 + Penalty 2993.555562 = -1213836.330411
  nChanged 3
		SP:Iteration 51Q (113175.730000 sec): 3 clusters
  Score: Raw -1216831.979731 + Penalty 2993.555562 = -1213838.424168
  nChanged 1
		SP:Iteration 52Q (113175.950000 sec): 3 clusters
  Score: Raw -1216832.725753 + Penalty 2993.555562 = -1213839.170190
  nChanged 1
		SP:Iteration 53Q (113176.180000 sec): 3 clusters
  Score: Raw -1216832.895366 + Penalty 2993.555562 = -1213839.339803
  nChanged 0
		SP:Iteration 54F (113176.340000 sec): 3 clusters
  Score: Raw -1216832.895366 + Penalty 2993.555562 = -1213839.339803
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113176.500000 sec): 2 clusters
  Score: Raw -854007.438716 + Penalty 1445.272471 = -852562.166244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113176.680000 sec): 3 clusters
  Score: Raw -850057.457165 + Penalty 2890.544943 = -847166.912222
  nChanged 3050
		SP:Iteration 1F (113176.900000 sec): 3 clusters
  Score: Raw -851652.690059 + Penalty 2890.544943 = -848762.145116
  nChanged 439
		SP:Iteration 2F (113177.140000 sec): 3 clusters
  Score: Raw -851843.320626 + Penalty 2890.544943 = -848952.775684
  nChanged 321
		SP:Iteration 3Q (113177.350000 sec): 3 clusters
  Score: Raw -851974.258397 + Penalty 2890.544943 = -849083.713454
  nChanged 287
		SP:Iteration 4Q (113177.600000 sec): 3 clusters
  Score: Raw -852096.701740 + Penalty 2890.544943 = -849206.156798
  nChanged 269
		SP:Iteration 5Q (113177.800000 sec): 3 clusters
  Score: Raw -852208.835219 + Penalty 2890.544943 = -849318.290276
  nChanged 252
		SP:Iteration 6Q (113178.090000 sec): 3 clusters
  Score: Raw -852318.075839 + Penalty 2890.544943 = -849427.530896
  nChanged 244
		SP:Iteration 7Q (113178.300000 sec): 3 clusters
  Score: Raw -852410.448540 + Penalty 2890.544943 = -849519.903598
  nChanged 230
		SP:Iteration 8Q (113178.480000 sec): 3 clusters
  Score: Raw -852515.887912 + Penalty 2890.544943 = -849625.342970
  nChanged 248
		SP:Iteration 9Q (113178.720000 sec): 3 clusters
  Score: Raw -852644.144292 + Penalty 2890.544943 = -849753.599350
  nChanged 290
		SP:Iteration 10Q (113178.900000 sec): 3 clusters
  Score: Raw -852790.589003 + Penalty 2890.544943 = -849900.044060
  nChanged 285
		SP:Iteration 11Q (113179.150000 sec): 3 clusters
  Score: Raw -852937.083609 + Penalty 2890.544943 = -850046.538666
  nChanged 257
		SP:Iteration 12Q (113179.330000 sec): 3 clusters
  Score: Raw -853074.835675 + Penalty 2890.544943 = -850184.290732
  nChanged 267
		SP:Iteration 13Q (113179.590000 sec): 3 clusters
  Score: Raw -853212.921072 + Penalty 2890.544943 = -850322.376129
  nChanged 268
		SP:Iteration 14Q (113179.850000 sec): 3 clusters
  Score: Raw -853360.086842 + Penalty 2890.544943 = -850469.541899
  nChanged 238
		SP:Iteration 15Q (113180.120000 sec): 3 clusters
  Score: Raw -853483.119649 + Penalty 2890.544943 = -850592.574706
  nChanged 212
		SP:Iteration 16Q (113180.350000 sec): 3 clusters
  Score: Raw -853584.051264 + Penalty 2890.544943 = -850693.506321
  nChanged 163
		SP:Iteration 17Q (113180.630000 sec): 3 clusters
  Score: Raw -853663.894740 + Penalty 2890.544943 = -850773.349797
  nChanged 141
		SP:Iteration 18Q (113180.860000 sec): 3 clusters
  Score: Raw -853737.689721 + Penalty 2890.544943 = -850847.144778
  nChanged 129
		SP:Iteration 19Q (113181.070000 sec): 3 clusters
  Score: Raw -853804.344405 + Penalty 2890.544943 = -850913.799462
  nChanged 107
		SP:Iteration 20F (113181.260000 sec): 3 clusters
  Score: Raw -853863.735528 + Penalty 2890.544943 = -850973.190585
  nChanged 86
		SP:Iteration 21Q (113181.440000 sec): 3 clusters
  Score: Raw -853913.587131 + Penalty 2890.544943 = -851023.042189
  nChanged 74
		SP:Iteration 22Q (113181.650000 sec): 3 clusters
  Score: Raw -853955.535304 + Penalty 2890.544943 = -851064.990361
  nChanged 68
		SP:Iteration 23Q (113181.850000 sec): 3 clusters
  Score: Raw -853990.476242 + Penalty 2890.544943 = -851099.931300
  nChanged 59
		SP:Iteration 24Q (113182.040000 sec): 3 clusters
  Score: Raw -854012.479885 + Penalty 2890.544943 = -851121.934943
  nChanged 37
		SP:Iteration 25Q (113182.210000 sec): 3 clusters
  Score: Raw -854022.107056 + Penalty 2890.544943 = -851131.562114
  nChanged 28
		SP:Iteration 26Q (113182.410000 sec): 3 clusters
  Score: Raw -854029.154239 + Penalty 2890.544943 = -851138.609296
  nChanged 22
		SP:Iteration 27Q (113182.620000 sec): 3 clusters
  Score: Raw -854035.799601 + Penalty 2890.544943 = -851145.254659
  nChanged 20
		SP:Iteration 28Q (113182.830000 sec): 3 clusters
  Score: Raw -854041.248063 + Penalty 2890.544943 = -851150.703121
  nChanged 22
		SP:Iteration 29Q (113183.050000 sec): 3 clusters
  Score: Raw -854046.781360 + Penalty 2890.544943 = -851156.236418
  nChanged 11
		SP:Iteration 30Q (113183.280000 sec): 3 clusters
  Score: Raw -854049.330474 + Penalty 2890.544943 = -851158.785532
  nChanged 8
		SP:Iteration 31Q (113183.510000 sec): 3 clusters
  Score: Raw -854051.266360 + Penalty 2890.544943 = -851160.721418
  nChanged 10
		SP:Iteration 32Q (113183.730000 sec): 3 clusters
  Score: Raw -854052.896136 + Penalty 2890.544943 = -851162.351193
  nChanged 5
		SP:Iteration 33Q (113183.970000 sec): 3 clusters
  Score: Raw -854054.005988 + Penalty 2890.544943 = -851163.461046
  nChanged 2
		SP:Iteration 34Q (113184.190000 sec): 3 clusters
  Score: Raw -854054.293014 + Penalty 2890.544943 = -851163.748071
  nChanged 2
		SP:Iteration 35Q (113184.420000 sec): 3 clusters
  Score: Raw -854054.718122 + Penalty 2890.544943 = -851164.173179
  nChanged 1
		SP:Iteration 36Q (113184.630000 sec): 3 clusters
  Score: Raw -854054.866760 + Penalty 2890.544943 = -851164.321818
  nChanged 0
		SP:Iteration 37F (113184.850000 sec): 3 clusters
  Score: Raw -854054.866760 + Penalty 2890.544943 = -851164.321818
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113185.030000 sec): 2 clusters
  Score: Raw -942187.216440 + Penalty 1487.091644 = -940700.124796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113185.250000 sec): 3 clusters
  Score: Raw -936920.538858 + Penalty 2974.183287 = -933946.355571
  nChanged 4038
		SP:Iteration 1F (113185.530000 sec): 3 clusters
  Score: Raw -939142.076372 + Penalty 2974.183287 = -936167.893085
  nChanged 693
		SP:Iteration 2F (113185.790000 sec): 3 clusters
  Score: Raw -939551.078898 + Penalty 2974.183287 = -936576.895611
  nChanged 627
		SP:Iteration 3F (113186.010000 sec): 3 clusters
  Score: Raw -939985.564508 + Penalty 2974.183287 = -937011.381220
  nChanged 597
		SP:Iteration 4F (113186.250000 sec): 3 clusters
  Score: Raw -940423.678164 + Penalty 2974.183287 = -937449.494877
  nChanged 560
		SP:Iteration 5F (113186.450000 sec): 3 clusters
  Score: Raw -940790.670557 + Penalty 2974.183287 = -937816.487270
  nChanged 504
		SP:Iteration 6F (113186.700000 sec): 3 clusters
  Score: Raw -941125.146880 + Penalty 2974.183287 = -938150.963593
  nChanged 483
		SP:Iteration 7F (113187.010000 sec): 3 clusters
  Score: Raw -941403.332350 + Penalty 2974.183287 = -938429.149063
  nChanged 365
		SP:Iteration 8Q (113187.220000 sec): 3 clusters
  Score: Raw -941570.490179 + Penalty 2974.183287 = -938596.306892
  nChanged 272
		SP:Iteration 9Q (113187.450000 sec): 3 clusters
  Score: Raw -941666.428562 + Penalty 2974.183287 = -938692.245274
  nChanged 187
		SP:Iteration 10Q (113187.700000 sec): 3 clusters
  Score: Raw -941713.624623 + Penalty 2974.183287 = -938739.441335
  nChanged 149
		SP:Iteration 11Q (113187.960000 sec): 3 clusters
  Score: Raw -941748.006711 + Penalty 2974.183287 = -938773.823424
  nChanged 87
		SP:Iteration 12Q (113188.180000 sec): 3 clusters
  Score: Raw -941765.875405 + Penalty 2974.183287 = -938791.692118
  nChanged 76
		SP:Iteration 13Q (113188.450000 sec): 3 clusters
  Score: Raw -941780.875118 + Penalty 2974.183287 = -938806.691831
  nChanged 68
		SP:Iteration 14Q (113188.740000 sec): 3 clusters
  Score: Raw -941792.754361 + Penalty 2974.183287 = -938818.571074
  nChanged 52
		SP:Iteration 15Q (113189.020000 sec): 3 clusters
  Score: Raw -941800.724776 + Penalty 2974.183287 = -938826.541488
  nChanged 38
		SP:Iteration 16Q (113189.240000 sec): 3 clusters
  Score: Raw -941806.883373 + Penalty 2974.183287 = -938832.700086
  nChanged 34
		SP:Iteration 17Q (113189.470000 sec): 3 clusters
  Score: Raw -941811.522631 + Penalty 2974.183287 = -938837.339344
  nChanged 28
		SP:Iteration 18Q (113189.680000 sec): 3 clusters
  Score: Raw -941815.856013 + Penalty 2974.183287 = -938841.672726
  nChanged 31
		SP:Iteration 19Q (113189.980000 sec): 3 clusters
  Score: Raw -941819.327843 + Penalty 2974.183287 = -938845.144556
  nChanged 20
		SP:Iteration 20F (113190.170000 sec): 3 clusters
  Score: Raw -941821.576159 + Penalty 2974.183287 = -938847.392872
  nChanged 18
		SP:Iteration 21Q (113190.420000 sec): 3 clusters
  Score: Raw -941824.646798 + Penalty 2974.183287 = -938850.463511
  nChanged 22
		SP:Iteration 22Q (113190.710000 sec): 3 clusters
  Score: Raw -941828.703049 + Penalty 2974.183287 = -938854.519761
  nChanged 19
		SP:Iteration 23Q (113190.940000 sec): 3 clusters
  Score: Raw -941831.080289 + Penalty 2974.183287 = -938856.897002
  nChanged 19
		SP:Iteration 24Q (113191.220000 sec): 3 clusters
  Score: Raw -941833.272057 + Penalty 2974.183287 = -938859.088770
  nChanged 25
		SP:Iteration 25Q (113191.440000 sec): 3 clusters
  Score: Raw -941835.912815 + Penalty 2974.183287 = -938861.729528
  nChanged 27
		SP:Iteration 26Q (113191.650000 sec): 3 clusters
  Score: Raw -941839.300888 + Penalty 2974.183287 = -938865.117601
  nChanged 17
		SP:Iteration 27Q (113191.870000 sec): 3 clusters
  Score: Raw -941840.751558 + Penalty 2974.183287 = -938866.568271
  nChanged 10
		SP:Iteration 28Q (113192.070000 sec): 3 clusters
  Score: Raw -941841.841814 + Penalty 2974.183287 = -938867.658527
  nChanged 4
		SP:Iteration 29Q (113192.270000 sec): 3 clusters
  Score: Raw -941842.177811 + Penalty 2974.183287 = -938867.994524
  nChanged 3
		SP:Iteration 30Q (113192.520000 sec): 3 clusters
  Score: Raw -941842.548283 + Penalty 2974.183287 = -938868.364995
  nChanged 3
		SP:Iteration 31Q (113192.720000 sec): 3 clusters
  Score: Raw -941842.787650 + Penalty 2974.183287 = -938868.604363
  nChanged 2
		SP:Iteration 32Q (113192.940000 sec): 3 clusters
  Score: Raw -941843.180810 + Penalty 2974.183287 = -938868.997522
  nChanged 3
		SP:Iteration 33Q (113193.170000 sec): 3 clusters
  Score: Raw -941843.326374 + Penalty 2974.183287 = -938869.143087
  nChanged 1
		SP:Iteration 34Q (113193.360000 sec): 3 clusters
  Score: Raw -941843.381673 + Penalty 2974.183287 = -938869.198386
  nChanged 0
		SP:Iteration 35F (113193.570000 sec): 3 clusters
  Score: Raw -941843.381673 + Penalty 2974.183287 = -938869.198386
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113193.840000 sec): 2 clusters
  Score: Raw -4359880.197919 + Penalty 1719.896750 = -4358160.301169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113194.180000 sec): 3 clusters
  Score: Raw -4335201.478982 + Penalty 3439.793500 = -4331761.685482
  nChanged 18333
		SP:Iteration 1F (113194.540000 sec): 3 clusters
  Score: Raw -4345360.380248 + Penalty 3439.793500 = -4341920.586748
  nChanged 1751
		SP:Iteration 2Q (113194.960000 sec): 3 clusters
  Score: Raw -4345945.663856 + Penalty 3439.793500 = -4342505.870356
  nChanged 1832
		SP:Iteration 3Q (113195.370000 sec): 3 clusters
  Score: Raw -4346641.233776 + Penalty 3439.793500 = -4343201.440276
  nChanged 1892
		SP:Iteration 4Q (113195.740000 sec): 3 clusters
  Score: Raw -4347462.962437 + Penalty 3439.793500 = -4344023.168938
  nChanged 2098
		SP:Iteration 5F (113196.200000 sec): 3 clusters
  Score: Raw -4348497.261952 + Penalty 3439.793500 = -4345057.468453
  nChanged 2189
		SP:Iteration 6F (113196.590000 sec): 3 clusters
  Score: Raw -4349713.109021 + Penalty 3439.793500 = -4346273.315521
  nChanged 2275
		SP:Iteration 7F (113197.110000 sec): 3 clusters
  Score: Raw -4351057.830971 + Penalty 3439.793500 = -4347618.037471
  nChanged 2189
		SP:Iteration 8F (113197.540000 sec): 3 clusters
  Score: Raw -4352343.003193 + Penalty 3439.793500 = -4348903.209694
  nChanged 1931
		SP:Iteration 9Q (113198.000000 sec): 3 clusters
  Score: Raw -4353435.094874 + Penalty 3439.793500 = -4349995.301375
  nChanged 1690
		SP:Iteration 10Q (113198.420000 sec): 3 clusters
  Score: Raw -4354277.649976 + Penalty 3439.793500 = -4350837.856477
  nChanged 1382
		SP:Iteration 11Q (113198.800000 sec): 3 clusters
  Score: Raw -4354859.670837 + Penalty 3439.793500 = -4351419.877337
  nChanged 1119
		SP:Iteration 12Q (113199.240000 sec): 3 clusters
  Score: Raw -4355271.042106 + Penalty 3439.793500 = -4351831.248606
  nChanged 876
		SP:Iteration 13Q (113199.680000 sec): 3 clusters
  Score: Raw -4355572.325786 + Penalty 3439.793500 = -4352132.532286
  nChanged 777
		SP:Iteration 14Q (113200.030000 sec): 3 clusters
  Score: Raw -4355833.330113 + Penalty 3439.793500 = -4352393.536613
  nChanged 746
		SP:Iteration 15Q (113200.480000 sec): 3 clusters
  Score: Raw -4356096.472990 + Penalty 3439.793500 = -4352656.679491
  nChanged 733
		SP:Iteration 16Q (113200.900000 sec): 3 clusters
  Score: Raw -4356370.424774 + Penalty 3439.793500 = -4352930.631275
  nChanged 759
		SP:Iteration 17Q (113201.370000 sec): 3 clusters
  Score: Raw -4356669.055215 + Penalty 3439.793500 = -4353229.261716
  nChanged 780
		SP:Iteration 18Q (113201.830000 sec): 3 clusters
  Score: Raw -4357008.429674 + Penalty 3439.793500 = -4353568.636175
  nChanged 787
		SP:Iteration 19Q (113202.220000 sec): 3 clusters
  Score: Raw -4357383.154728 + Penalty 3439.793500 = -4353943.361229
  nChanged 800
		SP:Iteration 20F (113202.650000 sec): 3 clusters
  Score: Raw -4357803.662645 + Penalty 3439.793500 = -4354363.869145
  nChanged 755
		SP:Iteration 21Q (113203.060000 sec): 3 clusters
  Score: Raw -4358208.929451 + Penalty 3439.793500 = -4354769.135952
  nChanged 668
		SP:Iteration 22Q (113203.500000 sec): 3 clusters
  Score: Raw -4358584.401937 + Penalty 3439.793500 = -4355144.608437
  nChanged 574
		SP:Iteration 23Q (113203.870000 sec): 3 clusters
  Score: Raw -4358945.484127 + Penalty 3439.793500 = -4355505.690627
  nChanged 506
		SP:Iteration 24Q (113204.270000 sec): 3 clusters
  Score: Raw -4359291.471827 + Penalty 3439.793500 = -4355851.678328
  nChanged 422
		SP:Iteration 25Q (113204.690000 sec): 3 clusters
  Score: Raw -4359562.664579 + Penalty 3439.793500 = -4356122.871079
  nChanged 329
		SP:Iteration 26Q (113205.120000 sec): 3 clusters
  Score: Raw -4359749.762875 + Penalty 3439.793500 = -4356309.969375
  nChanged 269
		SP:Iteration 27Q (113205.600000 sec): 3 clusters
  Score: Raw -4359872.649680 + Penalty 3439.793500 = -4356432.856181
  nChanged 219
		SP:Iteration 28Q (113206.090000 sec): 3 clusters
  Score: Raw -4359949.805610 + Penalty 3439.793500 = -4356510.012111
  nChanged 186
		SP:Iteration 29Q (113206.520000 sec): 3 clusters
  Score: Raw -4360021.231266 + Penalty 3439.793500 = -4356581.437767
  nChanged 175
		SP:Iteration 30Q (113206.980000 sec): 3 clusters
  Score: Raw -4360088.855670 + Penalty 3439.793500 = -4356649.062170
  nChanged 147
		SP:Iteration 31Q (113207.470000 sec): 3 clusters
  Score: Raw -4360149.640160 + Penalty 3439.793500 = -4356709.846661
  nChanged 124
		SP:Iteration 32Q (113207.820000 sec): 3 clusters
  Score: Raw -4360198.915520 + Penalty 3439.793500 = -4356759.122021
  nChanged 109
		SP:Iteration 33Q (113208.280000 sec): 3 clusters
  Score: Raw -4360240.485016 + Penalty 3439.793500 = -4356800.691516
  nChanged 90
		SP:Iteration 34Q (113208.610000 sec): 3 clusters
  Score: Raw -4360276.797681 + Penalty 3439.793500 = -4356837.004182
  nChanged 82
		SP:Iteration 35Q (113209.090000 sec): 3 clusters
  Score: Raw -4360307.726501 + Penalty 3439.793500 = -4356867.933002
  nChanged 67
		SP:Iteration 36Q (113209.500000 sec): 3 clusters
  Score: Raw -4360336.398851 + Penalty 3439.793500 = -4356896.605351
  nChanged 60
		SP:Iteration 37Q (113209.880000 sec): 3 clusters
  Score: Raw -4360359.481359 + Penalty 3439.793500 = -4356919.687859
  nChanged 54
		SP:Iteration 38Q (113210.340000 sec): 3 clusters
  Score: Raw -4360378.000802 + Penalty 3439.793500 = -4356938.207302
  nChanged 53
		SP:Iteration 39Q (113210.770000 sec): 3 clusters
  Score: Raw -4360396.085618 + Penalty 3439.793500 = -4356956.292118
  nChanged 38
		SP:Iteration 40F (113211.180000 sec): 3 clusters
  Score: Raw -4360408.649029 + Penalty 3439.793500 = -4356968.855530
  nChanged 39
		SP:Iteration 41Q (113211.590000 sec): 3 clusters
  Score: Raw -4360421.925083 + Penalty 3439.793500 = -4356982.131583
  nChanged 42
		SP:Iteration 42Q (113212.060000 sec): 3 clusters
  Score: Raw -4360436.361434 + Penalty 3439.793500 = -4356996.567934
  nChanged 31
		SP:Iteration 43Q (113212.480000 sec): 3 clusters
  Score: Raw -4360447.017763 + Penalty 3439.793500 = -4357007.224263
  nChanged 21
		SP:Iteration 44Q (113212.860000 sec): 3 clusters
  Score: Raw -4360452.476202 + Penalty 3439.793500 = -4357012.682703
  nChanged 14
		SP:Iteration 45Q (113213.360000 sec): 3 clusters
  Score: Raw -4360457.394792 + Penalty 3439.793500 = -4357017.601293
  nChanged 20
		SP:Iteration 46Q (113213.770000 sec): 3 clusters
  Score: Raw -4360464.596215 + Penalty 3439.793500 = -4357024.802716
  nChanged 19
		SP:Iteration 47Q (113214.170000 sec): 3 clusters
  Score: Raw -4360468.787198 + Penalty 3439.793500 = -4357028.993699
  nChanged 19
		SP:Iteration 48Q (113214.610000 sec): 3 clusters
  Score: Raw -4360472.915287 + Penalty 3439.793500 = -4357033.121788
  nChanged 9
		SP:Iteration 49Q (113215.030000 sec): 3 clusters
  Score: Raw -4360474.764137 + Penalty 3439.793500 = -4357034.970638
  nChanged 7
		SP:Iteration 50Q (113215.440000 sec): 3 clusters
  Score: Raw -4360476.646761 + Penalty 3439.793500 = -4357036.853261
  nChanged 6
		SP:Iteration 51Q (113215.870000 sec): 3 clusters
  Score: Raw -4360477.958416 + Penalty 3439.793500 = -4357038.164917
  nChanged 6
		SP:Iteration 52Q (113216.280000 sec): 3 clusters
  Score: Raw -4360479.818896 + Penalty 3439.793500 = -4357040.025396
  nChanged 11
		SP:Iteration 53Q (113216.620000 sec): 3 clusters
  Score: Raw -4360484.003937 + Penalty 3439.793500 = -4357044.210437
  nChanged 12
		SP:Iteration 54Q (113216.990000 sec): 3 clusters
  Score: Raw -4360486.448853 + Penalty 3439.793500 = -4357046.655353
  nChanged 3
		SP:Iteration 55Q (113217.380000 sec): 3 clusters
  Score: Raw -4360487.224880 + Penalty 3439.793500 = -4357047.431380
  nChanged 4
		SP:Iteration 56Q (113217.790000 sec): 3 clusters
  Score: Raw -4360488.338376 + Penalty 3439.793500 = -4357048.544876
  nChanged 5
		SP:Iteration 57Q (113218.140000 sec): 3 clusters
  Score: Raw -4360489.463196 + Penalty 3439.793500 = -4357049.669697
  nChanged 2
		SP:Iteration 58Q (113218.500000 sec): 3 clusters
  Score: Raw -4360489.787139 + Penalty 3439.793500 = -4357049.993639
  nChanged 3
		SP:Iteration 59Q (113218.930000 sec): 3 clusters
  Score: Raw -4360490.266280 + Penalty 3439.793500 = -4357050.472780
  nChanged 0
		SP:Iteration 60F (113219.400000 sec): 3 clusters
  Score: Raw -4360490.266280 + Penalty 3439.793500 = -4357050.472780
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (9829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113219.580000 sec): 2 clusters
  Score: Raw -1074546.978812 + Penalty 1493.877528 = -1073053.101285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113219.870000 sec): 3 clusters
  Score: Raw -1069027.510584 + Penalty 2987.755056 = -1066039.755529
  nChanged 4216
		SP:Iteration 1F (113220.110000 sec): 3 clusters
  Score: Raw -1071238.537783 + Penalty 2987.755056 = -1068250.782727
  nChanged 604
		SP:Iteration 2F (113220.370000 sec): 3 clusters
  Score: Raw -1071540.017019 + Penalty 2987.755056 = -1068552.261963
  nChanged 541
		SP:Iteration 3F (113220.570000 sec): 3 clusters
  Score: Raw -1071830.872321 + Penalty 2987.755056 = -1068843.117265
  nChanged 514
		SP:Iteration 4F (113220.770000 sec): 3 clusters
  Score: Raw -1072076.734549 + Penalty 2987.755056 = -1069088.979494
  nChanged 449
		SP:Iteration 5Q (113220.960000 sec): 3 clusters
  Score: Raw -1072291.237886 + Penalty 2987.755056 = -1069303.482830
  nChanged 417
		SP:Iteration 6Q (113221.180000 sec): 3 clusters
  Score: Raw -1072530.605791 + Penalty 2987.755056 = -1069542.850735
  nChanged 416
		SP:Iteration 7Q (113221.420000 sec): 3 clusters
  Score: Raw -1072778.882328 + Penalty 2987.755056 = -1069791.127273
  nChanged 392
		SP:Iteration 8Q (113221.650000 sec): 3 clusters
  Score: Raw -1073005.549124 + Penalty 2987.755056 = -1070017.794068
  nChanged 358
		SP:Iteration 9Q (113221.840000 sec): 3 clusters
  Score: Raw -1073233.130501 + Penalty 2987.755056 = -1070245.375445
  nChanged 387
		SP:Iteration 10Q (113222.060000 sec): 3 clusters
  Score: Raw -1073494.172080 + Penalty 2987.755056 = -1070506.417024
  nChanged 317
		SP:Iteration 11Q (113222.350000 sec): 3 clusters
  Score: Raw -1073730.387064 + Penalty 2987.755056 = -1070742.632008
  nChanged 318
		SP:Iteration 12Q (113222.610000 sec): 3 clusters
  Score: Raw -1073972.897833 + Penalty 2987.755056 = -1070985.142778
  nChanged 259
		SP:Iteration 13Q (113222.860000 sec): 3 clusters
  Score: Raw -1074166.251019 + Penalty 2987.755056 = -1071178.495964
  nChanged 193
		SP:Iteration 14Q (113223.130000 sec): 3 clusters
  Score: Raw -1074303.735710 + Penalty 2987.755056 = -1071315.980655
  nChanged 163
		SP:Iteration 15Q (113223.350000 sec): 3 clusters
  Score: Raw -1074413.268204 + Penalty 2987.755056 = -1071425.513148
  nChanged 150
		SP:Iteration 16Q (113223.610000 sec): 3 clusters
  Score: Raw -1074516.133457 + Penalty 2987.755056 = -1071528.378401
  nChanged 105
		SP:Iteration 17Q (113223.910000 sec): 3 clusters
  Score: Raw -1074592.716968 + Penalty 2987.755056 = -1071604.961913
  nChanged 84
		SP:Iteration 18Q (113224.170000 sec): 3 clusters
  Score: Raw -1074651.463874 + Penalty 2987.755056 = -1071663.708819
  nChanged 75
		SP:Iteration 19Q (113224.450000 sec): 3 clusters
  Score: Raw -1074706.700430 + Penalty 2987.755056 = -1071718.945375
  nChanged 55
		SP:Iteration 20F (113224.730000 sec): 3 clusters
  Score: Raw -1074748.969238 + Penalty 2987.755056 = -1071761.214182
  nChanged 43
		SP:Iteration 21Q (113224.940000 sec): 3 clusters
  Score: Raw -1074777.950229 + Penalty 2987.755056 = -1071790.195174
  nChanged 29
		SP:Iteration 22Q (113225.150000 sec): 3 clusters
  Score: Raw -1074794.207314 + Penalty 2987.755056 = -1071806.452259
  nChanged 21
		SP:Iteration 23Q (113225.390000 sec): 3 clusters
  Score: Raw -1074804.856020 + Penalty 2987.755056 = -1071817.100965
  nChanged 16
		SP:Iteration 24Q (113225.640000 sec): 3 clusters
  Score: Raw -1074812.335599 + Penalty 2987.755056 = -1071824.580544
  nChanged 12
		SP:Iteration 25Q (113225.910000 sec): 3 clusters
  Score: Raw -1074820.561933 + Penalty 2987.755056 = -1071832.806878
  nChanged 11
		SP:Iteration 26Q (113226.130000 sec): 3 clusters
  Score: Raw -1074827.093213 + Penalty 2987.755056 = -1071839.338157
  nChanged 12
		SP:Iteration 27Q (113226.350000 sec): 3 clusters
  Score: Raw -1074836.600439 + Penalty 2987.755056 = -1071848.845384
  nChanged 12
		SP:Iteration 28Q (113226.550000 sec): 3 clusters
  Score: Raw -1074843.616626 + Penalty 2987.755056 = -1071855.861570
  nChanged 6
		SP:Iteration 29Q (113226.740000 sec): 3 clusters
  Score: Raw -1074847.464204 + Penalty 2987.755056 = -1071859.709149
  nChanged 4
		SP:Iteration 30Q (113226.950000 sec): 3 clusters
  Score: Raw -1074849.490598 + Penalty 2987.755056 = -1071861.735542
  nChanged 2
		SP:Iteration 31Q (113227.170000 sec): 3 clusters
  Score: Raw -1074850.152025 + Penalty 2987.755056 = -1071862.396969
  nChanged 3
		SP:Iteration 32Q (113227.410000 sec): 3 clusters
  Score: Raw -1074851.492965 + Penalty 2987.755056 = -1071863.737909
  nChanged 1
		SP:Iteration 33Q (113227.670000 sec): 3 clusters
  Score: Raw -1074852.689884 + Penalty 2987.755056 = -1071864.934828
  nChanged 2
		SP:Iteration 34Q (113227.870000 sec): 3 clusters
  Score: Raw -1074853.220058 + Penalty 2987.755056 = -1071865.465002
  nChanged 2
		SP:Iteration 35Q (113228.130000 sec): 3 clusters
  Score: Raw -1074854.858520 + Penalty 2987.755056 = -1071867.103464
  nChanged 3
		SP:Iteration 36Q (113228.390000 sec): 3 clusters
  Score: Raw -1074857.093199 + Penalty 2987.755056 = -1071869.338144
  nChanged 2
		SP:Iteration 37Q (113228.640000 sec): 3 clusters
  Score: Raw -1074857.890435 + Penalty 2987.755056 = -1071870.135379
  nChanged 2
		SP:Iteration 38Q (113228.900000 sec): 3 clusters
  Score: Raw -1074858.520446 + Penalty 2987.755056 = -1071870.765391
  nChanged 0
		SP:Iteration 39F (113229.190000 sec): 3 clusters
  Score: Raw -1074858.520446 + Penalty 2987.755056 = -1071870.765391
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (24274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113229.410000 sec): 2 clusters
  Score: Raw -2801378.705990 + Penalty 1640.788678 = -2799737.917312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113229.780000 sec): 3 clusters
  Score: Raw -2786396.714231 + Penalty 3281.577357 = -2783115.136874
  nChanged 11218
		SP:Iteration 1F (113230.080000 sec): 3 clusters
  Score: Raw -2792625.801159 + Penalty 3281.577357 = -2789344.223802
  nChanged 1047
		SP:Iteration 2Q (113230.430000 sec): 3 clusters
  Score: Raw -2792960.181686 + Penalty 3281.577357 = -2789678.604330
  nChanged 1007
		SP:Iteration 3Q (113230.740000 sec): 3 clusters
  Score: Raw -2793323.159517 + Penalty 3281.577357 = -2790041.582160
  nChanged 1030
		SP:Iteration 4Q (113231.050000 sec): 3 clusters
  Score: Raw -2793806.646391 + Penalty 3281.577357 = -2790525.069034
  nChanged 1219
		SP:Iteration 5F (113231.390000 sec): 3 clusters
  Score: Raw -2794460.424996 + Penalty 3281.577357 = -2791178.847639
  nChanged 1381
		SP:Iteration 6F (113231.740000 sec): 3 clusters
  Score: Raw -2795340.065584 + Penalty 3281.577357 = -2792058.488227
  nChanged 1630
		SP:Iteration 7F (113232.100000 sec): 3 clusters
  Score: Raw -2796563.947836 + Penalty 3281.577357 = -2793282.370480
  nChanged 1699
		SP:Iteration 8F (113232.390000 sec): 3 clusters
  Score: Raw -2798054.582739 + Penalty 3281.577357 = -2794773.005382
  nChanged 1553
		SP:Iteration 9F (113232.740000 sec): 3 clusters
  Score: Raw -2799567.296795 + Penalty 3281.577357 = -2796285.719438
  nChanged 1213
		SP:Iteration 10Q (113233.060000 sec): 3 clusters
  Score: Raw -2800611.773983 + Penalty 3281.577357 = -2797330.196627
  nChanged 801
		SP:Iteration 11Q (113233.400000 sec): 3 clusters
  Score: Raw -2801166.247626 + Penalty 3281.577357 = -2797884.670269
  nChanged 499
		SP:Iteration 12Q (113233.700000 sec): 3 clusters
  Score: Raw -2801474.501111 + Penalty 3281.577357 = -2798192.923755
  nChanged 328
		SP:Iteration 13Q (113234.040000 sec): 3 clusters
  Score: Raw -2801644.673565 + Penalty 3281.577357 = -2798363.096209
  nChanged 264
		SP:Iteration 14Q (113234.390000 sec): 3 clusters
  Score: Raw -2801756.927849 + Penalty 3281.577357 = -2798475.350493
  nChanged 198
		SP:Iteration 15Q (113234.760000 sec): 3 clusters
  Score: Raw -2801817.009680 + Penalty 3281.577357 = -2798535.432323
  nChanged 131
		SP:Iteration 16Q (113235.080000 sec): 3 clusters
  Score: Raw -2801843.185336 + Penalty 3281.577357 = -2798561.607979
  nChanged 93
		SP:Iteration 17Q (113235.350000 sec): 3 clusters
  Score: Raw -2801861.825406 + Penalty 3281.577357 = -2798580.248050
  nChanged 80
		SP:Iteration 18Q (113235.700000 sec): 3 clusters
  Score: Raw -2801877.132398 + Penalty 3281.577357 = -2798595.555041
  nChanged 73
		SP:Iteration 19Q (113236.000000 sec): 3 clusters
  Score: Raw -2801891.333741 + Penalty 3281.577357 = -2798609.756384
  nChanged 60
		SP:Iteration 20F (113236.330000 sec): 3 clusters
  Score: Raw -2801900.547445 + Penalty 3281.577357 = -2798618.970088
  nChanged 53
		SP:Iteration 21Q (113236.680000 sec): 3 clusters
  Score: Raw -2801909.194363 + Penalty 3281.577357 = -2798627.617006
  nChanged 56
		SP:Iteration 22Q (113236.960000 sec): 3 clusters
  Score: Raw -2801917.414486 + Penalty 3281.577357 = -2798635.837129
  nChanged 50
		SP:Iteration 23Q (113237.260000 sec): 3 clusters
  Score: Raw -2801923.326952 + Penalty 3281.577357 = -2798641.749596
  nChanged 42
		SP:Iteration 24Q (113237.590000 sec): 3 clusters
  Score: Raw -2801928.170735 + Penalty 3281.577357 = -2798646.593378
  nChanged 38
		SP:Iteration 25Q (113237.860000 sec): 3 clusters
  Score: Raw -2801932.460601 + Penalty 3281.577357 = -2798650.883244
  nChanged 31
		SP:Iteration 26Q (113238.120000 sec): 3 clusters
  Score: Raw -2801935.753685 + Penalty 3281.577357 = -2798654.176328
  nChanged 22
		SP:Iteration 27Q (113238.420000 sec): 3 clusters
  Score: Raw -2801938.461250 + Penalty 3281.577357 = -2798656.883893
  nChanged 18
		SP:Iteration 28Q (113238.700000 sec): 3 clusters
  Score: Raw -2801940.257283 + Penalty 3281.577357 = -2798658.679927
  nChanged 16
		SP:Iteration 29Q (113239.000000 sec): 3 clusters
  Score: Raw -2801941.736416 + Penalty 3281.577357 = -2798660.159059
  nChanged 18
		SP:Iteration 30Q (113239.300000 sec): 3 clusters
  Score: Raw -2801943.294271 + Penalty 3281.577357 = -2798661.716914
  nChanged 16
		SP:Iteration 31Q (113239.610000 sec): 3 clusters
  Score: Raw -2801944.628492 + Penalty 3281.577357 = -2798663.051135
  nChanged 16
		SP:Iteration 32Q (113239.870000 sec): 3 clusters
  Score: Raw -2801946.212213 + Penalty 3281.577357 = -2798664.634857
  nChanged 14
		SP:Iteration 33Q (113240.160000 sec): 3 clusters
  Score: Raw -2801947.356279 + Penalty 3281.577357 = -2798665.778922
  nChanged 13
		SP:Iteration 34Q (113240.480000 sec): 3 clusters
  Score: Raw -2801948.201072 + Penalty 3281.577357 = -2798666.623716
  nChanged 6
		SP:Iteration 35Q (113240.820000 sec): 3 clusters
  Score: Raw -2801948.651238 + Penalty 3281.577357 = -2798667.073881
  nChanged 5
		SP:Iteration 36Q (113241.170000 sec): 3 clusters
  Score: Raw -2801949.032517 + Penalty 3281.577357 = -2798667.455161
  nChanged 10
		SP:Iteration 37Q (113241.510000 sec): 3 clusters
  Score: Raw -2801949.672743 + Penalty 3281.577357 = -2798668.095386
  nChanged 2
		SP:Iteration 38Q (113241.840000 sec): 3 clusters
  Score: Raw -2801949.796375 + Penalty 3281.577357 = -2798668.219019
  nChanged 4
		SP:Iteration 39Q (113242.180000 sec): 3 clusters
  Score: Raw -2801950.093390 + Penalty 3281.577357 = -2798668.516033
  nChanged 2
		SP:Iteration 40F (113242.500000 sec): 3 clusters
  Score: Raw -2801950.240759 + Penalty 3281.577357 = -2798668.663402
  nChanged 2
		SP:Iteration 41Q (113242.820000 sec): 3 clusters
  Score: Raw -2801950.396885 + Penalty 3281.577357 = -2798668.819528
  nChanged 5
		SP:Iteration 42Q (113243.180000 sec): 3 clusters
  Score: Raw -2801950.797324 + Penalty 3281.577357 = -2798669.219968
  nChanged 4
		SP:Iteration 43Q (113243.520000 sec): 3 clusters
  Score: Raw -2801951.084173 + Penalty 3281.577357 = -2798669.506816
  nChanged 5
		SP:Iteration 44Q (113243.870000 sec): 3 clusters
  Score: Raw -2801951.463767 + Penalty 3281.577357 = -2798669.886410
  nChanged 6
		SP:Iteration 45Q (113244.190000 sec): 3 clusters
  Score: Raw -2801951.868586 + Penalty 3281.577357 = -2798670.291230
  nChanged 8
		SP:Iteration 46Q (113244.470000 sec): 3 clusters
  Score: Raw -2801952.509893 + Penalty 3281.577357 = -2798670.932536
  nChanged 8
		SP:Iteration 47Q (113244.800000 sec): 3 clusters
  Score: Raw -2801953.159194 + Penalty 3281.577357 = -2798671.581838
  nChanged 9
		SP:Iteration 48Q (113245.120000 sec): 3 clusters
  Score: Raw -2801953.902106 + Penalty 3281.577357 = -2798672.324749
  nChanged 8
		SP:Iteration 49Q (113245.460000 sec): 3 clusters
  Score: Raw -2801954.433202 + Penalty 3281.577357 = -2798672.855846
  nChanged 5
		SP:Iteration 50Q (113245.800000 sec): 3 clusters
  Score: Raw -2801954.710083 + Penalty 3281.577357 = -2798673.132726
  nChanged 6
		SP:Iteration 51Q (113246.120000 sec): 3 clusters
  Score: Raw -2801955.113351 + Penalty 3281.577357 = -2798673.535995
  nChanged 4
		SP:Iteration 52Q (113246.460000 sec): 3 clusters
  Score: Raw -2801955.315120 + Penalty 3281.577357 = -2798673.737763
  nChanged 4
		SP:Iteration 53Q (113246.770000 sec): 3 clusters
  Score: Raw -2801955.569048 + Penalty 3281.577357 = -2798673.991691
  nChanged 1
		SP:Iteration 54Q (113247.130000 sec): 3 clusters
  Score: Raw -2801955.618513 + Penalty 3281.577357 = -2798674.041156
  nChanged 1
		SP:Iteration 55Q (113247.390000 sec): 3 clusters
  Score: Raw -2801955.822629 + Penalty 3281.577357 = -2798674.245273
  nChanged 1
		SP:Iteration 56Q (113247.700000 sec): 3 clusters
  Score: Raw -2801955.933115 + Penalty 3281.577357 = -2798674.355759
  nChanged 1
		SP:Iteration 57Q (113248.030000 sec): 3 clusters
  Score: Raw -2801955.992462 + Penalty 3281.577357 = -2798674.415106
  nChanged 0
		SP:Iteration 58F (113248.390000 sec): 3 clusters
  Score: Raw -2801955.992462 + Penalty 3281.577357 = -2798674.415106
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (18136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113248.530000 sec): 2 clusters
  Score: Raw -1886483.683939 + Penalty 1593.418806 = -1884890.265133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113248.830000 sec): 3 clusters
  Score: Raw -1875740.984096 + Penalty 3186.837612 = -1872554.146484
  nChanged 8145
		SP:Iteration 1F (113249.150000 sec): 3 clusters
  Score: Raw -1880159.244354 + Penalty 3186.837612 = -1876972.406742
  nChanged 1082
		SP:Iteration 2F (113249.410000 sec): 3 clusters
  Score: Raw -1880704.020532 + Penalty 3186.837612 = -1877517.182919
  nChanged 1061
		SP:Iteration 3F (113249.690000 sec): 3 clusters
  Score: Raw -1881301.935321 + Penalty 3186.837612 = -1878115.097709
  nChanged 1102
		SP:Iteration 4F (113249.970000 sec): 3 clusters
  Score: Raw -1881963.613232 + Penalty 3186.837612 = -1878776.775620
  nChanged 1108
		SP:Iteration 5F (113250.250000 sec): 3 clusters
  Score: Raw -1882647.065098 + Penalty 3186.837612 = -1879460.227486
  nChanged 1043
		SP:Iteration 6F (113250.530000 sec): 3 clusters
  Score: Raw -1883337.441792 + Penalty 3186.837612 = -1880150.604180
  nChanged 1057
		SP:Iteration 7F (113250.790000 sec): 3 clusters
  Score: Raw -1884098.981601 + Penalty 3186.837612 = -1880912.143989
  nChanged 985
		SP:Iteration 8F (113251.080000 sec): 3 clusters
  Score: Raw -1884844.245812 + Penalty 3186.837612 = -1881657.408200
  nChanged 847
		SP:Iteration 9Q (113251.460000 sec): 3 clusters
  Score: Raw -1885475.036260 + Penalty 3186.837612 = -1882288.198648
  nChanged 671
		SP:Iteration 10Q (113251.720000 sec): 3 clusters
  Score: Raw -1885953.220824 + Penalty 3186.837612 = -1882766.383212
  nChanged 518
		SP:Iteration 11Q (113251.970000 sec): 3 clusters
  Score: Raw -1886270.458981 + Penalty 3186.837612 = -1883083.621369
  nChanged 392
		SP:Iteration 12Q (113252.280000 sec): 3 clusters
  Score: Raw -1886496.256758 + Penalty 3186.837612 = -1883309.419146
  nChanged 295
		SP:Iteration 13Q (113252.580000 sec): 3 clusters
  Score: Raw -1886641.984563 + Penalty 3186.837612 = -1883455.146950
  nChanged 252
		SP:Iteration 14Q (113252.860000 sec): 3 clusters
  Score: Raw -1886739.644421 + Penalty 3186.837612 = -1883552.806809
  nChanged 184
		SP:Iteration 15Q (113253.140000 sec): 3 clusters
  Score: Raw -1886808.654459 + Penalty 3186.837612 = -1883621.816846
  nChanged 176
		SP:Iteration 16Q (113253.480000 sec): 3 clusters
  Score: Raw -1886877.657045 + Penalty 3186.837612 = -1883690.819433
  nChanged 176
		SP:Iteration 17Q (113253.730000 sec): 3 clusters
  Score: Raw -1886937.647441 + Penalty 3186.837612 = -1883750.809829
  nChanged 144
		SP:Iteration 18Q (113254.030000 sec): 3 clusters
  Score: Raw -1886981.940905 + Penalty 3186.837612 = -1883795.103293
  nChanged 123
		SP:Iteration 19Q (113254.340000 sec): 3 clusters
  Score: Raw -1887018.435965 + Penalty 3186.837612 = -1883831.598353
  nChanged 115
		SP:Iteration 20F (113254.630000 sec): 3 clusters
  Score: Raw -1887049.487890 + Penalty 3186.837612 = -1883862.650278
  nChanged 97
		SP:Iteration 21Q (113254.920000 sec): 3 clusters
  Score: Raw -1887073.505726 + Penalty 3186.837612 = -1883886.668113
  nChanged 89
		SP:Iteration 22Q (113255.200000 sec): 3 clusters
  Score: Raw -1887095.146699 + Penalty 3186.837612 = -1883908.309086
  nChanged 78
		SP:Iteration 23Q (113255.580000 sec): 3 clusters
  Score: Raw -1887115.477746 + Penalty 3186.837612 = -1883928.640133
  nChanged 66
		SP:Iteration 24Q (113255.850000 sec): 3 clusters
  Score: Raw -1887130.859393 + Penalty 3186.837612 = -1883944.021781
  nChanged 75
		SP:Iteration 25Q (113256.210000 sec): 3 clusters
  Score: Raw -1887147.106296 + Penalty 3186.837612 = -1883960.268684
  nChanged 67
		SP:Iteration 26Q (113256.520000 sec): 3 clusters
  Score: Raw -1887160.755178 + Penalty 3186.837612 = -1883973.917565
  nChanged 55
		SP:Iteration 27Q (113256.840000 sec): 3 clusters
  Score: Raw -1887173.171847 + Penalty 3186.837612 = -1883986.334235
  nChanged 48
		SP:Iteration 28Q (113257.170000 sec): 3 clusters
  Score: Raw -1887186.041992 + Penalty 3186.837612 = -1883999.204380
  nChanged 48
		SP:Iteration 29Q (113257.470000 sec): 3 clusters
  Score: Raw -1887197.733637 + Penalty 3186.837612 = -1884010.896024
  nChanged 47
		SP:Iteration 30Q (113257.740000 sec): 3 clusters
  Score: Raw -1887208.742560 + Penalty 3186.837612 = -1884021.904948
  nChanged 42
		SP:Iteration 31Q (113258.100000 sec): 3 clusters
  Score: Raw -1887218.663058 + Penalty 3186.837612 = -1884031.825446
  nChanged 45
		SP:Iteration 32Q (113258.350000 sec): 3 clusters
  Score: Raw -1887229.865774 + Penalty 3186.837612 = -1884043.028162
  nChanged 38
		SP:Iteration 33Q (113258.640000 sec): 3 clusters
  Score: Raw -1887238.376105 + Penalty 3186.837612 = -1884051.538492
  nChanged 33
		SP:Iteration 34Q (113258.900000 sec): 3 clusters
  Score: Raw -1887243.976652 + Penalty 3186.837612 = -1884057.139040
  nChanged 19
		SP:Iteration 35Q (113259.240000 sec): 3 clusters
  Score: Raw -1887247.058306 + Penalty 3186.837612 = -1884060.220694
  nChanged 14
		SP:Iteration 36Q (113259.520000 sec): 3 clusters
  Score: Raw -1887249.379086 + Penalty 3186.837612 = -1884062.541473
  nChanged 14
		SP:Iteration 37Q (113259.800000 sec): 3 clusters
  Score: Raw -1887252.263199 + Penalty 3186.837612 = -1884065.425586
  nChanged 15
		SP:Iteration 38Q (113260.120000 sec): 3 clusters
  Score: Raw -1887254.629025 + Penalty 3186.837612 = -1884067.791413
  nChanged 7
		SP:Iteration 39Q (113260.470000 sec): 3 clusters
  Score: Raw -1887255.844779 + Penalty 3186.837612 = -1884069.007166
  nChanged 4
		SP:Iteration 40F (113260.750000 sec): 3 clusters
  Score: Raw -1887256.276601 + Penalty 3186.837612 = -1884069.438988
  nChanged 3
		SP:Iteration 41Q (113261.120000 sec): 3 clusters
  Score: Raw -1887256.673574 + Penalty 3186.837612 = -1884069.835961
  nChanged 4
		SP:Iteration 42Q (113261.400000 sec): 3 clusters
  Score: Raw -1887257.423879 + Penalty 3186.837612 = -1884070.586266
  nChanged 4
		SP:Iteration 43Q (113261.710000 sec): 3 clusters
  Score: Raw -1887258.494764 + Penalty 3186.837612 = -1884071.657152
  nChanged 4
		SP:Iteration 44Q (113262.060000 sec): 3 clusters
  Score: Raw -1887259.193974 + Penalty 3186.837612 = -1884072.356361
  nChanged 5
		SP:Iteration 45Q (113262.330000 sec): 3 clusters
  Score: Raw -1887259.749179 + Penalty 3186.837612 = -1884072.911567
  nChanged 4
		SP:Iteration 46Q (113262.590000 sec): 3 clusters
  Score: Raw -1887260.158848 + Penalty 3186.837612 = -1884073.321235
  nChanged 1
		SP:Iteration 47Q (113262.880000 sec): 3 clusters
  Score: Raw -1887260.240491 + Penalty 3186.837612 = -1884073.402879
  nChanged 1
		SP:Iteration 48Q (113263.180000 sec): 3 clusters
  Score: Raw -1887260.420743 + Penalty 3186.837612 = -1884073.583130
  nChanged 1
		SP:Iteration 49Q (113263.500000 sec): 3 clusters
  Score: Raw -1887260.532014 + Penalty 3186.837612 = -1884073.694401
  nChanged 1
		SP:Iteration 50Q (113263.850000 sec): 3 clusters
  Score: Raw -1887260.648907 + Penalty 3186.837612 = -1884073.811295
  nChanged 3
		SP:Iteration 51Q (113264.170000 sec): 3 clusters
  Score: Raw -1887261.340898 + Penalty 3186.837612 = -1884074.503285
  nChanged 3
		SP:Iteration 52Q (113264.470000 sec): 3 clusters
  Score: Raw -1887261.782773 + Penalty 3186.837612 = -1884074.945161
  nChanged 1
		SP:Iteration 53Q (113264.790000 sec): 3 clusters
  Score: Raw -1887261.979000 + Penalty 3186.837612 = -1884075.141387
  nChanged 2
		SP:Iteration 54Q (113265.070000 sec): 3 clusters
  Score: Raw -1887262.685973 + Penalty 3186.837612 = -1884075.848360
  nChanged 5
		SP:Iteration 55Q (113265.330000 sec): 3 clusters
  Score: Raw -1887263.422070 + Penalty 3186.837612 = -1884076.584457
  nChanged 2
		SP:Iteration 56Q (113265.600000 sec): 3 clusters
  Score: Raw -1887263.690928 + Penalty 3186.837612 = -1884076.853315
  nChanged 3
		SP:Iteration 57Q (113265.910000 sec): 3 clusters
  Score: Raw -1887264.052038 + Penalty 3186.837612 = -1884077.214426
  nChanged 1
		SP:Iteration 58Q (113266.190000 sec): 3 clusters
  Score: Raw -1887264.122251 + Penalty 3186.837612 = -1884077.284639
  nChanged 0
		SP:Iteration 59F (113266.510000 sec): 3 clusters
  Score: Raw -1887264.122251 + Penalty 3186.837612 = -1884077.284639
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (14641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113266.750000 sec): 2 clusters
  Score: Raw -1644643.822999 + Penalty 1558.631927 = -1643085.191071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113267.070000 sec): 3 clusters
  Score: Raw -1636105.727012 + Penalty 3117.263855 = -1632988.463158
  nChanged 6431
		SP:Iteration 1F (113267.390000 sec): 3 clusters
  Score: Raw -1639642.271227 + Penalty 3117.263855 = -1636525.007373
  nChanged 786
		SP:Iteration 2F (113267.640000 sec): 3 clusters
  Score: Raw -1639928.047390 + Penalty 3117.263855 = -1636810.783536
  nChanged 656
		SP:Iteration 3Q (113267.940000 sec): 3 clusters
  Score: Raw -1640152.942276 + Penalty 3117.263855 = -1637035.678421
  nChanged 549
		SP:Iteration 4Q (113268.160000 sec): 3 clusters
  Score: Raw -1640348.773930 + Penalty 3117.263855 = -1637231.510076
  nChanged 542
		SP:Iteration 5Q (113268.480000 sec): 3 clusters
  Score: Raw -1640543.110352 + Penalty 3117.263855 = -1637425.846497
  nChanged 510
		SP:Iteration 6Q (113268.760000 sec): 3 clusters
  Score: Raw -1640738.846384 + Penalty 3117.263855 = -1637621.582529
  nChanged 514
		SP:Iteration 7Q (113269.050000 sec): 3 clusters
  Score: Raw -1640951.515982 + Penalty 3117.263855 = -1637834.252127
  nChanged 524
		SP:Iteration 8Q (113269.320000 sec): 3 clusters
  Score: Raw -1641182.745468 + Penalty 3117.263855 = -1638065.481613
  nChanged 532
		SP:Iteration 9Q (113269.550000 sec): 3 clusters
  Score: Raw -1641423.266409 + Penalty 3117.263855 = -1638306.002554
  nChanged 525
		SP:Iteration 10Q (113269.870000 sec): 3 clusters
  Score: Raw -1641683.000425 + Penalty 3117.263855 = -1638565.736571
  nChanged 577
		SP:Iteration 11Q (113270.110000 sec): 3 clusters
  Score: Raw -1641982.381190 + Penalty 3117.263855 = -1638865.117335
  nChanged 560
		SP:Iteration 12Q (113270.370000 sec): 3 clusters
  Score: Raw -1642275.409292 + Penalty 3117.263855 = -1639158.145437
  nChanged 494
		SP:Iteration 13Q (113270.680000 sec): 3 clusters
  Score: Raw -1642515.519509 + Penalty 3117.263855 = -1639398.255654
  nChanged 412
		SP:Iteration 14Q (113270.970000 sec): 3 clusters
  Score: Raw -1642681.487782 + Penalty 3117.263855 = -1639564.223927
  nChanged 338
		SP:Iteration 15Q (113271.270000 sec): 3 clusters
  Score: Raw -1642795.169096 + Penalty 3117.263855 = -1639677.905242
  nChanged 273
		SP:Iteration 16Q (113271.570000 sec): 3 clusters
  Score: Raw -1642875.406935 + Penalty 3117.263855 = -1639758.143080
  nChanged 242
		SP:Iteration 17Q (113271.850000 sec): 3 clusters
  Score: Raw -1642942.650521 + Penalty 3117.263855 = -1639825.386667
  nChanged 180
		SP:Iteration 18Q (113272.100000 sec): 3 clusters
  Score: Raw -1642987.232088 + Penalty 3117.263855 = -1639869.968234
  nChanged 166
		SP:Iteration 19Q (113272.370000 sec): 3 clusters
  Score: Raw -1643034.163594 + Penalty 3117.263855 = -1639916.899740
  nChanged 155
		SP:Iteration 20F (113272.580000 sec): 3 clusters
  Score: Raw -1643075.028669 + Penalty 3117.263855 = -1639957.764814
  nChanged 146
		SP:Iteration 21Q (113272.840000 sec): 3 clusters
  Score: Raw -1643109.536344 + Penalty 3117.263855 = -1639992.272490
  nChanged 135
		SP:Iteration 22Q (113273.080000 sec): 3 clusters
  Score: Raw -1643138.980467 + Penalty 3117.263855 = -1640021.716613
  nChanged 116
		SP:Iteration 23Q (113273.350000 sec): 3 clusters
  Score: Raw -1643161.572567 + Penalty 3117.263855 = -1640044.308713
  nChanged 122
		SP:Iteration 24Q (113273.570000 sec): 3 clusters
  Score: Raw -1643187.682152 + Penalty 3117.263855 = -1640070.418297
  nChanged 125
		SP:Iteration 25Q (113273.840000 sec): 3 clusters
  Score: Raw -1643215.404698 + Penalty 3117.263855 = -1640098.140843
  nChanged 114
		SP:Iteration 26Q (113274.090000 sec): 3 clusters
  Score: Raw -1643241.010690 + Penalty 3117.263855 = -1640123.746835
  nChanged 113
		SP:Iteration 27Q (113274.350000 sec): 3 clusters
  Score: Raw -1643266.255763 + Penalty 3117.263855 = -1640148.991909
  nChanged 105
		SP:Iteration 28Q (113274.590000 sec): 3 clusters
  Score: Raw -1643289.117304 + Penalty 3117.263855 = -1640171.853449
  nChanged 104
		SP:Iteration 29Q (113274.820000 sec): 3 clusters
  Score: Raw -1643311.650864 + Penalty 3117.263855 = -1640194.387009
  nChanged 104
		SP:Iteration 30Q (113275.120000 sec): 3 clusters
  Score: Raw -1643335.726828 + Penalty 3117.263855 = -1640218.462974
  nChanged 105
		SP:Iteration 31Q (113275.390000 sec): 3 clusters
  Score: Raw -1643365.441592 + Penalty 3117.263855 = -1640248.177738
  nChanged 118
		SP:Iteration 32Q (113275.620000 sec): 3 clusters
  Score: Raw -1643391.183846 + Penalty 3117.263855 = -1640273.919992
  nChanged 121
		SP:Iteration 33Q (113275.890000 sec): 3 clusters
  Score: Raw -1643421.347474 + Penalty 3117.263855 = -1640304.083619
  nChanged 125
		SP:Iteration 34Q (113276.170000 sec): 3 clusters
  Score: Raw -1643452.487360 + Penalty 3117.263855 = -1640335.223505
  nChanged 117
		SP:Iteration 35Q (113276.470000 sec): 3 clusters
  Score: Raw -1643476.636326 + Penalty 3117.263855 = -1640359.372471
  nChanged 100
		SP:Iteration 36Q (113276.750000 sec): 3 clusters
  Score: Raw -1643496.396623 + Penalty 3117.263855 = -1640379.132768
  nChanged 103
		SP:Iteration 37Q (113276.990000 sec): 3 clusters
  Score: Raw -1643521.458606 + Penalty 3117.263855 = -1640404.194751
  nChanged 104
		SP:Iteration 38Q (113277.280000 sec): 3 clusters
  Score: Raw -1643548.182828 + Penalty 3117.263855 = -1640430.918973
  nChanged 102
		SP:Iteration 39Q (113277.550000 sec): 3 clusters
  Score: Raw -1643573.644121 + Penalty 3117.263855 = -1640456.380266
  nChanged 110
		SP:Iteration 40F (113277.820000 sec): 3 clusters
  Score: Raw -1643607.275710 + Penalty 3117.263855 = -1640490.011856
  nChanged 132
		SP:Iteration 41Q (113278.120000 sec): 3 clusters
  Score: Raw -1643647.618569 + Penalty 3117.263855 = -1640530.354715
  nChanged 137
		SP:Iteration 42Q (113278.400000 sec): 3 clusters
  Score: Raw -1643693.172591 + Penalty 3117.263855 = -1640575.908737
  nChanged 156
		SP:Iteration 43Q (113278.710000 sec): 3 clusters
  Score: Raw -1643744.468602 + Penalty 3117.263855 = -1640627.204747
  nChanged 167
		SP:Iteration 44Q (113278.930000 sec): 3 clusters
  Score: Raw -1643802.546115 + Penalty 3117.263855 = -1640685.282260
  nChanged 163
		SP:Iteration 45Q (113279.270000 sec): 3 clusters
  Score: Raw -1643861.084577 + Penalty 3117.263855 = -1640743.820722
  nChanged 184
		SP:Iteration 46Q (113279.540000 sec): 3 clusters
  Score: Raw -1643928.424403 + Penalty 3117.263855 = -1640811.160549
  nChanged 172
		SP:Iteration 47Q (113279.820000 sec): 3 clusters
  Score: Raw -1643994.939534 + Penalty 3117.263855 = -1640877.675680
  nChanged 167
		SP:Iteration 48Q (113280.030000 sec): 3 clusters
  Score: Raw -1644054.808520 + Penalty 3117.263855 = -1640937.544666
  nChanged 142
		SP:Iteration 49Q (113280.320000 sec): 3 clusters
  Score: Raw -1644107.027683 + Penalty 3117.263855 = -1640989.763828
  nChanged 138
		SP:Iteration 50Q (113280.570000 sec): 3 clusters
  Score: Raw -1644155.794230 + Penalty 3117.263855 = -1641038.530375
  nChanged 142
		SP:Iteration 51Q (113280.880000 sec): 3 clusters
  Score: Raw -1644204.142977 + Penalty 3117.263855 = -1641086.879122
  nChanged 142
		SP:Iteration 52Q (113281.100000 sec): 3 clusters
  Score: Raw -1644256.870355 + Penalty 3117.263855 = -1641139.606500
  nChanged 126
		SP:Iteration 53Q (113281.360000 sec): 3 clusters
  Score: Raw -1644302.464914 + Penalty 3117.263855 = -1641185.201060
  nChanged 115
		SP:Iteration 54Q (113281.640000 sec): 3 clusters
  Score: Raw -1644349.146515 + Penalty 3117.263855 = -1641231.882661
  nChanged 111
		SP:Iteration 55Q (113281.900000 sec): 3 clusters
  Score: Raw -1644391.456283 + Penalty 3117.263855 = -1641274.192429
  nChanged 106
		SP:Iteration 56Q (113282.220000 sec): 3 clusters
  Score: Raw -1644427.539226 + Penalty 3117.263855 = -1641310.275372
  nChanged 92
		SP:Iteration 57Q (113282.510000 sec): 3 clusters
  Score: Raw -1644460.093978 + Penalty 3117.263855 = -1641342.830124
  nChanged 85
		SP:Iteration 58Q (113282.780000 sec): 3 clusters
  Score: Raw -1644496.780774 + Penalty 3117.263855 = -1641379.516919
  nChanged 80
		SP:Iteration 59Q (113282.990000 sec): 3 clusters
  Score: Raw -1644526.261132 + Penalty 3117.263855 = -1641408.997277
  nChanged 84
		SP:Iteration 60F (113283.260000 sec): 3 clusters
  Score: Raw -1644562.566725 + Penalty 3117.263855 = -1641445.302870
  nChanged 84
		SP:Iteration 61Q (113283.490000 sec): 3 clusters
  Score: Raw -1644592.997148 + Penalty 3117.263855 = -1641475.733293
  nChanged 76
		SP:Iteration 62Q (113283.710000 sec): 3 clusters
  Score: Raw -1644623.821462 + Penalty 3117.263855 = -1641506.557607
  nChanged 86
		SP:Iteration 63Q (113283.920000 sec): 3 clusters
  Score: Raw -1644658.014963 + Penalty 3117.263855 = -1641540.751109
  nChanged 78
		SP:Iteration 64Q (113284.230000 sec): 3 clusters
  Score: Raw -1644693.940817 + Penalty 3117.263855 = -1641576.676962
  nChanged 75
		SP:Iteration 65Q (113284.490000 sec): 3 clusters
  Score: Raw -1644726.131583 + Penalty 3117.263855 = -1641608.867729
  nChanged 70
		SP:Iteration 66Q (113284.820000 sec): 3 clusters
  Score: Raw -1644750.074450 + Penalty 3117.263855 = -1641632.810595
  nChanged 53
		SP:Iteration 67Q (113285.110000 sec): 3 clusters
  Score: Raw -1644767.018305 + Penalty 3117.263855 = -1641649.754450
  nChanged 53
		SP:Iteration 68Q (113285.320000 sec): 3 clusters
  Score: Raw -1644789.405794 + Penalty 3117.263855 = -1641672.141939
  nChanged 49
		SP:Iteration 69Q (113285.550000 sec): 3 clusters
  Score: Raw -1644810.491422 + Penalty 3117.263855 = -1641693.227567
  nChanged 49
		SP:Iteration 70Q (113285.830000 sec): 3 clusters
  Score: Raw -1644831.445782 + Penalty 3117.263855 = -1641714.181927
  nChanged 43
		SP:Iteration 71Q (113286.010000 sec): 3 clusters
  Score: Raw -1644847.896091 + Penalty 3117.263855 = -1641730.632236
  nChanged 39
		SP:Iteration 72Q (113286.210000 sec): 3 clusters
  Score: Raw -1644863.582488 + Penalty 3117.263855 = -1641746.318634
  nChanged 30
		SP:Iteration 73Q (113286.460000 sec): 3 clusters
  Score: Raw -1644873.385657 + Penalty 3117.263855 = -1641756.121803
  nChanged 23
		SP:Iteration 74Q (113286.730000 sec): 3 clusters
  Score: Raw -1644883.565249 + Penalty 3117.263855 = -1641766.301394
  nChanged 23
		SP:Iteration 75Q (113286.970000 sec): 3 clusters
  Score: Raw -1644892.132139 + Penalty 3117.263855 = -1641774.868284
  nChanged 21
		SP:Iteration 76Q (113287.180000 sec): 3 clusters
  Score: Raw -1644901.617061 + Penalty 3117.263855 = -1641784.353206
  nChanged 22
		SP:Iteration 77Q (113287.410000 sec): 3 clusters
  Score: Raw -1644908.836446 + Penalty 3117.263855 = -1641791.572591
  nChanged 17
		SP:Iteration 78Q (113287.630000 sec): 3 clusters
  Score: Raw -1644913.517944 + Penalty 3117.263855 = -1641796.254090
  nChanged 15
		SP:Iteration 79Q (113287.850000 sec): 3 clusters
  Score: Raw -1644918.006197 + Penalty 3117.263855 = -1641800.742343
  nChanged 15
		SP:Iteration 80F (113288.060000 sec): 3 clusters
  Score: Raw -1644922.542042 + Penalty 3117.263855 = -1641805.278187
  nChanged 16
		SP:Iteration 81Q (113288.360000 sec): 3 clusters
  Score: Raw -1644928.218270 + Penalty 3117.263855 = -1641810.954416
  nChanged 11
		SP:Iteration 82Q (113288.580000 sec): 3 clusters
  Score: Raw -1644931.330819 + Penalty 3117.263855 = -1641814.066965
  nChanged 16
		SP:Iteration 83Q (113288.810000 sec): 3 clusters
  Score: Raw -1644937.383924 + Penalty 3117.263855 = -1641820.120069
  nChanged 10
		SP:Iteration 84Q (113289.070000 sec): 3 clusters
  Score: Raw -1644940.956932 + Penalty 3117.263855 = -1641823.693078
  nChanged 10
		SP:Iteration 85Q (113289.310000 sec): 3 clusters
  Score: Raw -1644942.724969 + Penalty 3117.263855 = -1641825.461114
  nChanged 4
		SP:Iteration 86Q (113289.560000 sec): 3 clusters
  Score: Raw -1644944.510016 + Penalty 3117.263855 = -1641827.246162
  nChanged 6
		SP:Iteration 87Q (113289.820000 sec): 3 clusters
  Score: Raw -1644946.184319 + Penalty 3117.263855 = -1641828.920464
  nChanged 3
		SP:Iteration 88Q (113290.040000 sec): 3 clusters
  Score: Raw -1644946.796469 + Penalty 3117.263855 = -1641829.532614
  nChanged 1
		SP:Iteration 89Q (113290.300000 sec): 3 clusters
  Score: Raw -1644946.902050 + Penalty 3117.263855 = -1641829.638196
  nChanged 0
		SP:Iteration 90F (113290.520000 sec): 3 clusters
  Score: Raw -1644946.902050 + Penalty 3117.263855 = -1641829.638196
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33065 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113290.820000 sec): 2 clusters
  Score: Raw -4026001.286519 + Penalty 1691.012473 = -4024310.274046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113291.180000 sec): 3 clusters
  Score: Raw -4005449.019119 + Penalty 3382.024945 = -4002066.994174
  nChanged 15289
		SP:Iteration 1F (113291.590000 sec): 3 clusters
  Score: Raw -4013906.959315 + Penalty 3382.024945 = -4010524.934370
  nChanged 1394
		SP:Iteration 2Q (113291.890000 sec): 3 clusters
  Score: Raw -4014365.165934 + Penalty 3382.024945 = -4010983.140989
  nChanged 1390
		SP:Iteration 3Q (113292.200000 sec): 3 clusters
  Score: Raw -4014869.882025 + Penalty 3382.024945 = -4011487.857080
  nChanged 1401
		SP:Iteration 4Q (113292.560000 sec): 3 clusters
  Score: Raw -4015481.606489 + Penalty 3382.024945 = -4012099.581544
  nChanged 1481
		SP:Iteration 5Q (113292.900000 sec): 3 clusters
  Score: Raw -4016202.924306 + Penalty 3382.024945 = -4012820.899361
  nChanged 1641
		SP:Iteration 6Q (113293.240000 sec): 3 clusters
  Score: Raw -4017127.155366 + Penalty 3382.024945 = -4013745.130420
  nChanged 1892
		SP:Iteration 7F (113293.610000 sec): 3 clusters
  Score: Raw -4018355.732245 + Penalty 3382.024945 = -4014973.707300
  nChanged 2010
		SP:Iteration 8F (113293.960000 sec): 3 clusters
  Score: Raw -4019770.850895 + Penalty 3382.024945 = -4016388.825950
  nChanged 2059
		SP:Iteration 9F (113294.240000 sec): 3 clusters
  Score: Raw -4021365.528005 + Penalty 3382.024945 = -4017983.503060
  nChanged 1964
		SP:Iteration 10F (113294.580000 sec): 3 clusters
  Score: Raw -4022803.909401 + Penalty 3382.024945 = -4019421.884456
  nChanged 1520
		SP:Iteration 11Q (113294.900000 sec): 3 clusters
  Score: Raw -4023752.393125 + Penalty 3382.024945 = -4020370.368180
  nChanged 1141
		SP:Iteration 12Q (113295.250000 sec): 3 clusters
  Score: Raw -4024350.244710 + Penalty 3382.024945 = -4020968.219765
  nChanged 877
		SP:Iteration 13Q (113295.600000 sec): 3 clusters
  Score: Raw -4024790.497778 + Penalty 3382.024945 = -4021408.472833
  nChanged 758
		SP:Iteration 14Q (113295.970000 sec): 3 clusters
  Score: Raw -4025132.452832 + Penalty 3382.024945 = -4021750.427887
  nChanged 608
		SP:Iteration 15Q (113296.330000 sec): 3 clusters
  Score: Raw -4025389.242958 + Penalty 3382.024945 = -4022007.218013
  nChanged 526
		SP:Iteration 16Q (113296.750000 sec): 3 clusters
  Score: Raw -4025615.197972 + Penalty 3382.024945 = -4022233.173026
  nChanged 478
		SP:Iteration 17Q (113297.080000 sec): 3 clusters
  Score: Raw -4025789.379648 + Penalty 3382.024945 = -4022407.354703
  nChanged 392
		SP:Iteration 18Q (113297.400000 sec): 3 clusters
  Score: Raw -4025908.250939 + Penalty 3382.024945 = -4022526.225994
  nChanged 325
		SP:Iteration 19Q (113297.790000 sec): 3 clusters
  Score: Raw -4025991.114887 + Penalty 3382.024945 = -4022609.089942
  nChanged 256
		SP:Iteration 20F (113298.140000 sec): 3 clusters
  Score: Raw -4026044.750048 + Penalty 3382.024945 = -4022662.725103
  nChanged 231
		SP:Iteration 21Q (113298.500000 sec): 3 clusters
  Score: Raw -4026086.953429 + Penalty 3382.024945 = -4022704.928483
  nChanged 197
		SP:Iteration 22Q (113298.800000 sec): 3 clusters
  Score: Raw -4026117.495124 + Penalty 3382.024945 = -4022735.470179
  nChanged 161
		SP:Iteration 23Q (113299.150000 sec): 3 clusters
  Score: Raw -4026142.904275 + Penalty 3382.024945 = -4022760.879330
  nChanged 131
		SP:Iteration 24Q (113299.500000 sec): 3 clusters
  Score: Raw -4026162.768237 + Penalty 3382.024945 = -4022780.743292
  nChanged 137
		SP:Iteration 25Q (113299.890000 sec): 3 clusters
  Score: Raw -4026180.538129 + Penalty 3382.024945 = -4022798.513184
  nChanged 101
		SP:Iteration 26Q (113300.230000 sec): 3 clusters
  Score: Raw -4026191.672079 + Penalty 3382.024945 = -4022809.647134
  nChanged 98
		SP:Iteration 27Q (113300.560000 sec): 3 clusters
  Score: Raw -4026203.958343 + Penalty 3382.024945 = -4022821.933398
  nChanged 112
		SP:Iteration 28Q (113300.930000 sec): 3 clusters
  Score: Raw -4026219.016077 + Penalty 3382.024945 = -4022836.991132
  nChanged 103
		SP:Iteration 29Q (113301.310000 sec): 3 clusters
  Score: Raw -4026229.472414 + Penalty 3382.024945 = -4022847.447469
  nChanged 77
		SP:Iteration 30Q (113301.710000 sec): 3 clusters
  Score: Raw -4026236.677307 + Penalty 3382.024945 = -4022854.652362
  nChanged 76
		SP:Iteration 31Q (113302.120000 sec): 3 clusters
  Score: Raw -4026243.455405 + Penalty 3382.024945 = -4022861.430460
  nChanged 67
		SP:Iteration 32Q (113302.460000 sec): 3 clusters
  Score: Raw -4026248.734011 + Penalty 3382.024945 = -4022866.709066
  nChanged 57
		SP:Iteration 33Q (113302.840000 sec): 3 clusters
  Score: Raw -4026252.472618 + Penalty 3382.024945 = -4022870.447673
  nChanged 44
		SP:Iteration 34Q (113303.180000 sec): 3 clusters
  Score: Raw -4026255.156408 + Penalty 3382.024945 = -4022873.131463
  nChanged 39
		SP:Iteration 35Q (113303.540000 sec): 3 clusters
  Score: Raw -4026257.414344 + Penalty 3382.024945 = -4022875.389399
  nChanged 40
		SP:Iteration 36Q (113303.910000 sec): 3 clusters
  Score: Raw -4026259.717631 + Penalty 3382.024945 = -4022877.692686
  nChanged 29
		SP:Iteration 37Q (113304.310000 sec): 3 clusters
  Score: Raw -4026261.197571 + Penalty 3382.024945 = -4022879.172626
  nChanged 20
		SP:Iteration 38Q (113304.700000 sec): 3 clusters
  Score: Raw -4026262.179227 + Penalty 3382.024945 = -4022880.154282
  nChanged 18
		SP:Iteration 39Q (113305.070000 sec): 3 clusters
  Score: Raw -4026263.143374 + Penalty 3382.024945 = -4022881.118429
  nChanged 16
		SP:Iteration 40F (113305.470000 sec): 3 clusters
  Score: Raw -4026264.017095 + Penalty 3382.024945 = -4022881.992150
  nChanged 22
		SP:Iteration 41Q (113305.820000 sec): 3 clusters
  Score: Raw -4026265.098162 + Penalty 3382.024945 = -4022883.073217
  nChanged 17
		SP:Iteration 42Q (113306.210000 sec): 3 clusters
  Score: Raw -4026265.974402 + Penalty 3382.024945 = -4022883.949457
  nChanged 18
		SP:Iteration 43Q (113306.580000 sec): 3 clusters
  Score: Raw -4026267.073067 + Penalty 3382.024945 = -4022885.048122
  nChanged 22
		SP:Iteration 44Q (113306.970000 sec): 3 clusters
  Score: Raw -4026268.249809 + Penalty 3382.024945 = -4022886.224864
  nChanged 18
		SP:Iteration 45Q (113307.330000 sec): 3 clusters
  Score: Raw -4026269.180968 + Penalty 3382.024945 = -4022887.156023
  nChanged 20
		SP:Iteration 46Q (113307.750000 sec): 3 clusters
  Score: Raw -4026270.494799 + Penalty 3382.024945 = -4022888.469854
  nChanged 25
		SP:Iteration 47Q (113308.120000 sec): 3 clusters
  Score: Raw -4026271.808548 + Penalty 3382.024945 = -4022889.783603
  nChanged 26
		SP:Iteration 48Q (113308.520000 sec): 3 clusters
  Score: Raw -4026273.149521 + Penalty 3382.024945 = -4022891.124576
  nChanged 25
		SP:Iteration 49Q (113308.950000 sec): 3 clusters
  Score: Raw -4026274.330459 + Penalty 3382.024945 = -4022892.305513
  nChanged 25
		SP:Iteration 50Q (113309.310000 sec): 3 clusters
  Score: Raw -4026275.424611 + Penalty 3382.024945 = -4022893.399666
  nChanged 20
		SP:Iteration 51Q (113309.660000 sec): 3 clusters
  Score: Raw -4026276.389673 + Penalty 3382.024945 = -4022894.364728
  nChanged 20
		SP:Iteration 52Q (113310.020000 sec): 3 clusters
  Score: Raw -4026277.212418 + Penalty 3382.024945 = -4022895.187473
  nChanged 19
		SP:Iteration 53Q (113310.410000 sec): 3 clusters
  Score: Raw -4026278.214928 + Penalty 3382.024945 = -4022896.189983
  nChanged 15
		SP:Iteration 54Q (113310.750000 sec): 3 clusters
  Score: Raw -4026278.940898 + Penalty 3382.024945 = -4022896.915953
  nChanged 16
		SP:Iteration 55Q (113311.150000 sec): 3 clusters
  Score: Raw -4026279.717193 + Penalty 3382.024945 = -4022897.692248
  nChanged 19
		SP:Iteration 56Q (113311.530000 sec): 3 clusters
  Score: Raw -4026280.531121 + Penalty 3382.024945 = -4022898.506176
  nChanged 13
		SP:Iteration 57Q (113311.890000 sec): 3 clusters
  Score: Raw -4026281.149213 + Penalty 3382.024945 = -4022899.124268
  nChanged 14
		SP:Iteration 58Q (113312.250000 sec): 3 clusters
  Score: Raw -4026281.746993 + Penalty 3382.024945 = -4022899.722048
  nChanged 9
		SP:Iteration 59Q (113312.610000 sec): 3 clusters
  Score: Raw -4026282.118909 + Penalty 3382.024945 = -4022900.093964
  nChanged 9
		SP:Iteration 60F (113312.980000 sec): 3 clusters
  Score: Raw -4026282.376754 + Penalty 3382.024945 = -4022900.351809
  nChanged 8
		SP:Iteration 61Q (113313.430000 sec): 3 clusters
  Score: Raw -4026282.701706 + Penalty 3382.024945 = -4022900.676761
  nChanged 10
		SP:Iteration 62Q (113313.740000 sec): 3 clusters
  Score: Raw -4026283.251137 + Penalty 3382.024945 = -4022901.226192
  nChanged 9
		SP:Iteration 63Q (113314.170000 sec): 3 clusters
  Score: Raw -4026283.670741 + Penalty 3382.024945 = -4022901.645796
  nChanged 7
		SP:Iteration 64Q (113314.600000 sec): 3 clusters
  Score: Raw -4026284.018437 + Penalty 3382.024945 = -4022901.993492
  nChanged 6
		SP:Iteration 65Q (113315.000000 sec): 3 clusters
  Score: Raw -4026284.253630 + Penalty 3382.024945 = -4022902.228685
  nChanged 13
		SP:Iteration 66Q (113315.380000 sec): 3 clusters
  Score: Raw -4026284.913734 + Penalty 3382.024945 = -4022902.888789
  nChanged 14
		SP:Iteration 67Q (113315.770000 sec): 3 clusters
  Score: Raw -4026285.684255 + Penalty 3382.024945 = -4022903.659310
  nChanged 15
		SP:Iteration 68Q (113316.130000 sec): 3 clusters
  Score: Raw -4026286.280345 + Penalty 3382.024945 = -4022904.255400
  nChanged 14
		SP:Iteration 69Q (113316.570000 sec): 3 clusters
  Score: Raw -4026286.783574 + Penalty 3382.024945 = -4022904.758629
  nChanged 11
		SP:Iteration 70Q (113316.980000 sec): 3 clusters
  Score: Raw -4026287.241289 + Penalty 3382.024945 = -4022905.216344
  nChanged 10
		SP:Iteration 71Q (113317.360000 sec): 3 clusters
  Score: Raw -4026287.811553 + Penalty 3382.024945 = -4022905.786608
  nChanged 12
		SP:Iteration 72Q (113317.850000 sec): 3 clusters
  Score: Raw -4026288.380078 + Penalty 3382.024945 = -4022906.355133
  nChanged 7
		SP:Iteration 73Q (113318.200000 sec): 3 clusters
  Score: Raw -4026288.685564 + Penalty 3382.024945 = -4022906.660619
  nChanged 8
		SP:Iteration 74Q (113318.540000 sec): 3 clusters
  Score: Raw -4026289.100259 + Penalty 3382.024945 = -4022907.075314
  nChanged 7
		SP:Iteration 75Q (113318.880000 sec): 3 clusters
  Score: Raw -4026289.438736 + Penalty 3382.024945 = -4022907.413791
  nChanged 9
		SP:Iteration 76Q (113319.270000 sec): 3 clusters
  Score: Raw -4026289.872913 + Penalty 3382.024945 = -4022907.847968
  nChanged 8
		SP:Iteration 77Q (113319.640000 sec): 3 clusters
  Score: Raw -4026290.240782 + Penalty 3382.024945 = -4022908.215837
  nChanged 11
		SP:Iteration 78Q (113320.060000 sec): 3 clusters
  Score: Raw -4026290.883406 + Penalty 3382.024945 = -4022908.858461
  nChanged 11
		SP:Iteration 79Q (113320.490000 sec): 3 clusters
  Score: Raw -4026291.472035 + Penalty 3382.024945 = -4022909.447090
  nChanged 15
		SP:Iteration 80F (113320.870000 sec): 3 clusters
  Score: Raw -4026292.246159 + Penalty 3382.024945 = -4022910.221213
  nChanged 12
		SP:Iteration 81Q (113321.250000 sec): 3 clusters
  Score: Raw -4026293.038064 + Penalty 3382.024945 = -4022911.013119
  nChanged 19
		SP:Iteration 82Q (113321.620000 sec): 3 clusters
  Score: Raw -4026294.268494 + Penalty 3382.024945 = -4022912.243549
  nChanged 16
		SP:Iteration 83Q (113322.030000 sec): 3 clusters
  Score: Raw -4026295.127521 + Penalty 3382.024945 = -4022913.102576
  nChanged 14
		SP:Iteration 84Q (113322.370000 sec): 3 clusters
  Score: Raw -4026295.755862 + Penalty 3382.024945 = -4022913.730917
  nChanged 12
		SP:Iteration 85Q (113322.810000 sec): 3 clusters
  Score: Raw -4026296.386206 + Penalty 3382.024945 = -4022914.361261
  nChanged 12
		SP:Iteration 86Q (113323.170000 sec): 3 clusters
  Score: Raw -4026296.911222 + Penalty 3382.024945 = -4022914.886277
  nChanged 9
		SP:Iteration 87Q (113323.540000 sec): 3 clusters
  Score: Raw -4026297.328675 + Penalty 3382.024945 = -4022915.303730
  nChanged 9
		SP:Iteration 88Q (113324.010000 sec): 3 clusters
  Score: Raw -4026297.759395 + Penalty 3382.024945 = -4022915.734450
  nChanged 12
		SP:Iteration 89Q (113324.320000 sec): 3 clusters
  Score: Raw -4026298.277582 + Penalty 3382.024945 = -4022916.252636
  nChanged 10
		SP:Iteration 90Q (113324.700000 sec): 3 clusters
  Score: Raw -4026298.697148 + Penalty 3382.024945 = -4022916.672203
  nChanged 14
		SP:Iteration 91Q (113325.130000 sec): 3 clusters
  Score: Raw -4026299.394604 + Penalty 3382.024945 = -4022917.369659
  nChanged 26
		SP:Iteration 92Q (113325.480000 sec): 3 clusters
  Score: Raw -4026300.957537 + Penalty 3382.024945 = -4022918.932592
  nChanged 25
		SP:Iteration 93Q (113325.820000 sec): 3 clusters
  Score: Raw -4026302.515158 + Penalty 3382.024945 = -4022920.490213
  nChanged 22
		SP:Iteration 94Q (113326.160000 sec): 3 clusters
  Score: Raw -4026303.686979 + Penalty 3382.024945 = -4022921.662034
  nChanged 14
		SP:Iteration 95Q (113326.570000 sec): 3 clusters
  Score: Raw -4026304.328021 + Penalty 3382.024945 = -4022922.303076
  nChanged 11
		SP:Iteration 96Q (113326.920000 sec): 3 clusters
  Score: Raw -4026304.876272 + Penalty 3382.024945 = -4022922.851327
  nChanged 9
		SP:Iteration 97Q (113327.300000 sec): 3 clusters
  Score: Raw -4026305.273962 + Penalty 3382.024945 = -4022923.249017
  nChanged 7
		SP:Iteration 98Q (113327.620000 sec): 3 clusters
  Score: Raw -4026305.561119 + Penalty 3382.024945 = -4022923.536174
  nChanged 5
		SP:Iteration 99Q (113327.940000 sec): 3 clusters
  Score: Raw -4026305.799699 + Penalty 3382.024945 = -4022923.774754
  nChanged 5
		SP:Iteration 100F (113328.270000 sec): 3 clusters
  Score: Raw -4026305.955439 + Penalty 3382.024945 = -4022923.930494
  nChanged 2
		SP:Iteration 101Q (113328.570000 sec): 3 clusters
  Score: Raw -4026306.064293 + Penalty 3382.024945 = -4022924.039348
  nChanged 7
		SP:Iteration 102Q (113328.950000 sec): 3 clusters
  Score: Raw -4026306.384808 + Penalty 3382.024945 = -4022924.359863
  nChanged 7
		SP:Iteration 103Q (113329.360000 sec): 3 clusters
  Score: Raw -4026306.583461 + Penalty 3382.024945 = -4022924.558516
  nChanged 6
		SP:Iteration 104Q (113329.740000 sec): 3 clusters
  Score: Raw -4026306.874685 + Penalty 3382.024945 = -4022924.849740
  nChanged 8
		SP:Iteration 105Q (113330.090000 sec): 3 clusters
  Score: Raw -4026307.240410 + Penalty 3382.024945 = -4022925.215465
  nChanged 6
		SP:Iteration 106Q (113330.470000 sec): 3 clusters
  Score: Raw -4026307.429179 + Penalty 3382.024945 = -4022925.404234
  nChanged 6
		SP:Iteration 107Q (113330.810000 sec): 3 clusters
  Score: Raw -4026307.720739 + Penalty 3382.024945 = -4022925.695794
  nChanged 4
		SP:Iteration 108Q (113331.130000 sec): 3 clusters
  Score: Raw -4026307.888499 + Penalty 3382.024945 = -4022925.863554
  nChanged 5
		SP:Iteration 109Q (113331.500000 sec): 3 clusters
  Score: Raw -4026308.121577 + Penalty 3382.024945 = -4022926.096632
  nChanged 6
		SP:Iteration 110Q (113331.840000 sec): 3 clusters
  Score: Raw -4026308.338342 + Penalty 3382.024945 = -4022926.313397
  nChanged 5
		SP:Iteration 111Q (113332.270000 sec): 3 clusters
  Score: Raw -4026308.484570 + Penalty 3382.024945 = -4022926.459625
  nChanged 2
		SP:Iteration 112Q (113332.680000 sec): 3 clusters
  Score: Raw -4026308.576061 + Penalty 3382.024945 = -4022926.551116
  nChanged 3
		SP:Iteration 113Q (113333.070000 sec): 3 clusters
  Score: Raw -4026308.690735 + Penalty 3382.024945 = -4022926.665790
  nChanged 1
		SP:Iteration 114Q (113333.410000 sec): 3 clusters
  Score: Raw -4026308.709678 + Penalty 3382.024945 = -4022926.684733
  nChanged 1
		SP:Iteration 115Q (113333.790000 sec): 3 clusters
  Score: Raw -4026308.742752 + Penalty 3382.024945 = -4022926.717807
  nChanged 1
		SP:Iteration 116Q (113334.180000 sec): 3 clusters
  Score: Raw -4026308.774337 + Penalty 3382.024945 = -4022926.749392
  nChanged 0
		SP:Iteration 117F (113334.550000 sec): 3 clusters
  Score: Raw -4026308.774337 + Penalty 3382.024945 = -4022926.749392
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113334.760000 sec): 2 clusters
  Score: Raw -1819143.961396 + Penalty 1580.072522 = -1817563.888874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113335.110000 sec): 3 clusters
  Score: Raw -1809209.842762 + Penalty 3160.145045 = -1806049.697717
  nChanged 7483
		SP:Iteration 1F (113335.360000 sec): 3 clusters
  Score: Raw -1813341.102294 + Penalty 3160.145045 = -1810180.957249
  nChanged 1018
		SP:Iteration 2F (113335.650000 sec): 3 clusters
  Score: Raw -1813807.200654 + Penalty 3160.145045 = -1810647.055609
  nChanged 976
		SP:Iteration 3F (113335.960000 sec): 3 clusters
  Score: Raw -1814322.921185 + Penalty 3160.145045 = -1811162.776140
  nChanged 1000
		SP:Iteration 4F (113336.210000 sec): 3 clusters
  Score: Raw -1814894.522819 + Penalty 3160.145045 = -1811734.377774
  nChanged 1092
		SP:Iteration 5F (113336.510000 sec): 3 clusters
  Score: Raw -1815682.004703 + Penalty 3160.145045 = -1812521.859658
  nChanged 1165
		SP:Iteration 6F (113336.770000 sec): 3 clusters
  Score: Raw -1816560.512744 + Penalty 3160.145045 = -1813400.367699
  nChanged 1039
		SP:Iteration 7F (113336.990000 sec): 3 clusters
  Score: Raw -1817390.645197 + Penalty 3160.145045 = -1814230.500152
  nChanged 872
		SP:Iteration 8F (113337.290000 sec): 3 clusters
  Score: Raw -1818123.310137 + Penalty 3160.145045 = -1814963.165092
  nChanged 635
		SP:Iteration 9Q (113337.490000 sec): 3 clusters
  Score: Raw -1818651.968255 + Penalty 3160.145045 = -1815491.823210
  nChanged 408
		SP:Iteration 10Q (113337.740000 sec): 3 clusters
  Score: Raw -1818989.059035 + Penalty 3160.145045 = -1815828.913990
  nChanged 240
		SP:Iteration 11Q (113337.990000 sec): 3 clusters
  Score: Raw -1819179.228636 + Penalty 3160.145045 = -1816019.083591
  nChanged 167
		SP:Iteration 12Q (113338.220000 sec): 3 clusters
  Score: Raw -1819297.562995 + Penalty 3160.145045 = -1816137.417950
  nChanged 100
		SP:Iteration 13Q (113338.460000 sec): 3 clusters
  Score: Raw -1819365.465317 + Penalty 3160.145045 = -1816205.320272
  nChanged 66
		SP:Iteration 14Q (113338.670000 sec): 3 clusters
  Score: Raw -1819415.922594 + Penalty 3160.145045 = -1816255.777549
  nChanged 55
		SP:Iteration 15Q (113338.910000 sec): 3 clusters
  Score: Raw -1819457.488206 + Penalty 3160.145045 = -1816297.343161
  nChanged 30
		SP:Iteration 16Q (113339.230000 sec): 3 clusters
  Score: Raw -1819481.676862 + Penalty 3160.145045 = -1816321.531817
  nChanged 29
		SP:Iteration 17Q (113339.480000 sec): 3 clusters
  Score: Raw -1819500.509896 + Penalty 3160.145045 = -1816340.364851
  nChanged 28
		SP:Iteration 18Q (113339.790000 sec): 3 clusters
  Score: Raw -1819516.873842 + Penalty 3160.145045 = -1816356.728797
  nChanged 20
		SP:Iteration 19Q (113340.100000 sec): 3 clusters
  Score: Raw -1819526.512862 + Penalty 3160.145045 = -1816366.367817
  nChanged 12
		SP:Iteration 20F (113340.360000 sec): 3 clusters
  Score: Raw -1819534.066344 + Penalty 3160.145045 = -1816373.921299
  nChanged 17
		SP:Iteration 21Q (113340.610000 sec): 3 clusters
  Score: Raw -1819547.872525 + Penalty 3160.145045 = -1816387.727481
  nChanged 20
		SP:Iteration 22Q (113340.850000 sec): 3 clusters
  Score: Raw -1819568.198127 + Penalty 3160.145045 = -1816408.053082
  nChanged 13
		SP:Iteration 23Q (113341.130000 sec): 3 clusters
  Score: Raw -1819577.084626 + Penalty 3160.145045 = -1816416.939581
  nChanged 13
		SP:Iteration 24Q (113341.340000 sec): 3 clusters
  Score: Raw -1819585.767358 + Penalty 3160.145045 = -1816425.622313
  nChanged 12
		SP:Iteration 25Q (113341.600000 sec): 3 clusters
  Score: Raw -1819591.805706 + Penalty 3160.145045 = -1816431.660661
  nChanged 9
		SP:Iteration 26Q (113341.770000 sec): 3 clusters
  Score: Raw -1819596.839499 + Penalty 3160.145045 = -1816436.694454
  nChanged 8
		SP:Iteration 27Q (113342.090000 sec): 3 clusters
  Score: Raw -1819600.561861 + Penalty 3160.145045 = -1816440.416816
  nChanged 6
		SP:Iteration 28Q (113342.390000 sec): 3 clusters
  Score: Raw -1819606.236137 + Penalty 3160.145045 = -1816446.091092
  nChanged 8
		SP:Iteration 29Q (113342.610000 sec): 3 clusters
  Score: Raw -1819611.981916 + Penalty 3160.145045 = -1816451.836871
  nChanged 10
		SP:Iteration 30Q (113342.890000 sec): 3 clusters
  Score: Raw -1819618.709033 + Penalty 3160.145045 = -1816458.563988
  nChanged 8
		SP:Iteration 31Q (113343.140000 sec): 3 clusters
  Score: Raw -1819624.046192 + Penalty 3160.145045 = -1816463.901147
  nChanged 6
		SP:Iteration 32Q (113343.360000 sec): 3 clusters
  Score: Raw -1819627.541238 + Penalty 3160.145045 = -1816467.396193
  nChanged 6
		SP:Iteration 33Q (113343.620000 sec): 3 clusters
  Score: Raw -1819629.641883 + Penalty 3160.145045 = -1816469.496838
  nChanged 3
		SP:Iteration 34Q (113343.940000 sec): 3 clusters
  Score: Raw -1819633.038773 + Penalty 3160.145045 = -1816472.893728
  nChanged 8
		SP:Iteration 35Q (113344.170000 sec): 3 clusters
  Score: Raw -1819640.253211 + Penalty 3160.145045 = -1816480.108166
  nChanged 9
		SP:Iteration 36Q (113344.510000 sec): 3 clusters
  Score: Raw -1819649.472568 + Penalty 3160.145045 = -1816489.327523
  nChanged 11
		SP:Iteration 37Q (113344.760000 sec): 3 clusters
  Score: Raw -1819671.781720 + Penalty 3160.145045 = -1816511.636675
  nChanged 14
		SP:Iteration 38Q (113344.990000 sec): 3 clusters
  Score: Raw -1819689.285722 + Penalty 3160.145045 = -1816529.140678
  nChanged 17
		SP:Iteration 39Q (113345.230000 sec): 3 clusters
  Score: Raw -1819703.098459 + Penalty 3160.145045 = -1816542.953414
  nChanged 14
		SP:Iteration 40F (113345.470000 sec): 3 clusters
  Score: Raw -1819715.402998 + Penalty 3160.145045 = -1816555.257953
  nChanged 10
		SP:Iteration 41Q (113345.690000 sec): 3 clusters
  Score: Raw -1819722.089048 + Penalty 3160.145045 = -1816561.944003
  nChanged 6
		SP:Iteration 42Q (113345.920000 sec): 3 clusters
  Score: Raw -1819726.409193 + Penalty 3160.145045 = -1816566.264148
  nChanged 3
		SP:Iteration 43Q (113346.230000 sec): 3 clusters
  Score: Raw -1819728.291617 + Penalty 3160.145045 = -1816568.146572
  nChanged 4
		SP:Iteration 44Q (113346.530000 sec): 3 clusters
  Score: Raw -1819730.138068 + Penalty 3160.145045 = -1816569.993023
  nChanged 1
		SP:Iteration 45Q (113346.720000 sec): 3 clusters
  Score: Raw -1819730.357710 + Penalty 3160.145045 = -1816570.212665
  nChanged 0
		SP:Iteration 46F (113347.030000 sec): 3 clusters
  Score: Raw -1819730.357710 + Penalty 3160.145045 = -1816570.212665
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113347.150000 sec): 2 clusters
  Score: Raw -501090.444065 + Penalty 1348.916604 = -499741.527461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113347.290000 sec): 3 clusters
  Score: Raw -499112.894679 + Penalty 2697.833207 = -496415.061472
  nChanged 1565
		SP:Iteration 1F (113347.540000 sec): 3 clusters
  Score: Raw -499951.351921 + Penalty 2697.833207 = -497253.518713
  nChanged 282
		SP:Iteration 2F (113347.700000 sec): 3 clusters
  Score: Raw -500100.841967 + Penalty 2697.833207 = -497403.008759
  nChanged 199
		SP:Iteration 3Q (113347.980000 sec): 3 clusters
  Score: Raw -500197.206696 + Penalty 2697.833207 = -497499.373488
  nChanged 135
		SP:Iteration 4Q (113348.160000 sec): 3 clusters
  Score: Raw -500258.552438 + Penalty 2697.833207 = -497560.719231
  nChanged 108
		SP:Iteration 5Q (113348.370000 sec): 3 clusters
  Score: Raw -500299.341450 + Penalty 2697.833207 = -497601.508243
  nChanged 76
		SP:Iteration 6Q (113348.550000 sec): 3 clusters
  Score: Raw -500324.496867 + Penalty 2697.833207 = -497626.663660
  nChanged 61
		SP:Iteration 7Q (113348.750000 sec): 3 clusters
  Score: Raw -500348.801769 + Penalty 2697.833207 = -497650.968562
  nChanged 62
		SP:Iteration 8Q (113348.910000 sec): 3 clusters
  Score: Raw -500371.625519 + Penalty 2697.833207 = -497673.792312
  nChanged 57
		SP:Iteration 9Q (113349.090000 sec): 3 clusters
  Score: Raw -500390.368402 + Penalty 2697.833207 = -497692.535194
  nChanged 50
		SP:Iteration 10Q (113349.310000 sec): 3 clusters
  Score: Raw -500406.942371 + Penalty 2697.833207 = -497709.109163
  nChanged 51
		SP:Iteration 11Q (113349.490000 sec): 3 clusters
  Score: Raw -500425.022065 + Penalty 2697.833207 = -497727.188857
  nChanged 57
		SP:Iteration 12Q (113349.720000 sec): 3 clusters
  Score: Raw -500448.888468 + Penalty 2697.833207 = -497751.055261
  nChanged 71
		SP:Iteration 13Q (113349.900000 sec): 3 clusters
  Score: Raw -500479.612937 + Penalty 2697.833207 = -497781.779729
  nChanged 100
		SP:Iteration 14Q (113350.110000 sec): 3 clusters
  Score: Raw -500527.362433 + Penalty 2697.833207 = -497829.529226
  nChanged 95
		SP:Iteration 15Q (113350.290000 sec): 3 clusters
  Score: Raw -500571.369479 + Penalty 2697.833207 = -497873.536271
  nChanged 101
		SP:Iteration 16Q (113350.530000 sec): 3 clusters
  Score: Raw -500617.144076 + Penalty 2697.833207 = -497919.310868
  nChanged 85
		SP:Iteration 17Q (113350.700000 sec): 3 clusters
  Score: Raw -500656.063819 + Penalty 2697.833207 = -497958.230611
  nChanged 79
		SP:Iteration 18Q (113350.940000 sec): 3 clusters
  Score: Raw -500692.418369 + Penalty 2697.833207 = -497994.585161
  nChanged 75
		SP:Iteration 19Q (113351.120000 sec): 3 clusters
  Score: Raw -500723.050966 + Penalty 2697.833207 = -498025.217758
  nChanged 76
		SP:Iteration 20F (113351.310000 sec): 3 clusters
  Score: Raw -500760.545923 + Penalty 2697.833207 = -498062.712715
  nChanged 65
		SP:Iteration 21Q (113351.510000 sec): 3 clusters
  Score: Raw -500787.043234 + Penalty 2697.833207 = -498089.210027
  nChanged 61
		SP:Iteration 22Q (113351.630000 sec): 3 clusters
  Score: Raw -500812.853009 + Penalty 2697.833207 = -498115.019801
  nChanged 59
		SP:Iteration 23Q (113351.780000 sec): 3 clusters
  Score: Raw -500839.723198 + Penalty 2697.833207 = -498141.889990
  nChanged 68
		SP:Iteration 24Q (113352.000000 sec): 3 clusters
  Score: Raw -500879.769082 + Penalty 2697.833207 = -498181.935874
  nChanged 65
		SP:Iteration 25Q (113352.160000 sec): 3 clusters
  Score: Raw -500916.328063 + Penalty 2697.833207 = -498218.494856
  nChanged 74
		SP:Iteration 26Q (113352.280000 sec): 3 clusters
  Score: Raw -500961.659860 + Penalty 2697.833207 = -498263.826652
  nChanged 63
		SP:Iteration 27Q (113352.480000 sec): 3 clusters
  Score: Raw -500997.595577 + Penalty 2697.833207 = -498299.762369
  nChanged 52
		SP:Iteration 28Q (113352.680000 sec): 3 clusters
  Score: Raw -501031.462606 + Penalty 2697.833207 = -498333.629399
  nChanged 53
		SP:Iteration 29Q (113352.850000 sec): 3 clusters
  Score: Raw -501062.339251 + Penalty 2697.833207 = -498364.506043
  nChanged 51
		SP:Iteration 30Q (113353.030000 sec): 3 clusters
  Score: Raw -501097.462863 + Penalty 2697.833207 = -498399.629656
  nChanged 48
		SP:Iteration 31Q (113353.220000 sec): 3 clusters
  Score: Raw -501126.600913 + Penalty 2697.833207 = -498428.767706
  nChanged 44
		SP:Iteration 32Q (113353.390000 sec): 3 clusters
  Score: Raw -501152.995963 + Penalty 2697.833207 = -498455.162756
  nChanged 38
		SP:Iteration 33Q (113353.640000 sec): 3 clusters
  Score: Raw -501172.999217 + Penalty 2697.833207 = -498475.166010
  nChanged 23
		SP:Iteration 34Q (113353.890000 sec): 3 clusters
  Score: Raw -501183.633734 + Penalty 2697.833207 = -498485.800527
  nChanged 21
		SP:Iteration 35Q (113354.060000 sec): 3 clusters
  Score: Raw -501194.678564 + Penalty 2697.833207 = -498496.845357
  nChanged 15
		SP:Iteration 36Q (113354.260000 sec): 3 clusters
  Score: Raw -501205.207945 + Penalty 2697.833207 = -498507.374738
  nChanged 15
		SP:Iteration 37Q (113354.410000 sec): 3 clusters
  Score: Raw -501213.129821 + Penalty 2697.833207 = -498515.296614
  nChanged 13
		SP:Iteration 38Q (113354.610000 sec): 3 clusters
  Score: Raw -501220.875881 + Penalty 2697.833207 = -498523.042674
  nChanged 12
		SP:Iteration 39Q (113354.820000 sec): 3 clusters
  Score: Raw -501227.109138 + Penalty 2697.833207 = -498529.275931
  nChanged 11
		SP:Iteration 40F (113354.990000 sec): 3 clusters
  Score: Raw -501232.217885 + Penalty 2697.833207 = -498534.384678
  nChanged 6
		SP:Iteration 41Q (113355.140000 sec): 3 clusters
  Score: Raw -501234.681838 + Penalty 2697.833207 = -498536.848631
  nChanged 7
		SP:Iteration 42Q (113355.320000 sec): 3 clusters
  Score: Raw -501239.735639 + Penalty 2697.833207 = -498541.902432
  nChanged 14
		SP:Iteration 43Q (113355.480000 sec): 3 clusters
  Score: Raw -501247.620803 + Penalty 2697.833207 = -498549.787595
  nChanged 11
		SP:Iteration 44Q (113355.640000 sec): 3 clusters
  Score: Raw -501254.328380 + Penalty 2697.833207 = -498556.495172
  nChanged 12
		SP:Iteration 45Q (113355.900000 sec): 3 clusters
  Score: Raw -501261.082668 + Penalty 2697.833207 = -498563.249460
  nChanged 10
		SP:Iteration 46Q (113356.110000 sec): 3 clusters
  Score: Raw -501266.046039 + Penalty 2697.833207 = -498568.212831
  nChanged 6
		SP:Iteration 47Q (113356.300000 sec): 3 clusters
  Score: Raw -501269.501415 + Penalty 2697.833207 = -498571.668207
  nChanged 6
		SP:Iteration 48Q (113356.470000 sec): 3 clusters
  Score: Raw -501272.412441 + Penalty 2697.833207 = -498574.579234
  nChanged 3
		SP:Iteration 49Q (113356.680000 sec): 3 clusters
  Score: Raw -501274.009093 + Penalty 2697.833207 = -498576.175886
  nChanged 4
		SP:Iteration 50Q (113356.870000 sec): 3 clusters
  Score: Raw -501275.414458 + Penalty 2697.833207 = -498577.581251
  nChanged 2
		SP:Iteration 51Q (113357.060000 sec): 3 clusters
  Score: Raw -501275.974623 + Penalty 2697.833207 = -498578.141416
  nChanged 2
		SP:Iteration 52Q (113357.270000 sec): 3 clusters
  Score: Raw -501276.792122 + Penalty 2697.833207 = -498578.958914
  nChanged 1
		SP:Iteration 53Q (113357.480000 sec): 3 clusters
  Score: Raw -501278.402666 + Penalty 2697.833207 = -498580.569459
  nChanged 5
		SP:Iteration 54Q (113357.680000 sec): 3 clusters
  Score: Raw -501281.088203 + Penalty 2697.833207 = -498583.254995
  nChanged 3
		SP:Iteration 55Q (113357.900000 sec): 3 clusters
  Score: Raw -501283.036833 + Penalty 2697.833207 = -498585.203625
  nChanged 3
		SP:Iteration 56Q (113358.130000 sec): 3 clusters
  Score: Raw -501284.906826 + Penalty 2697.833207 = -498587.073618
  nChanged 2
		SP:Iteration 57Q (113358.330000 sec): 3 clusters
  Score: Raw -501285.738557 + Penalty 2697.833207 = -498587.905349
  nChanged 0
		SP:Iteration 58F (113358.560000 sec): 3 clusters
  Score: Raw -501285.738557 + Penalty 2697.833207 = -498587.905349
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (14343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113358.740000 sec): 2 clusters
  Score: Raw -1577582.849660 + Penalty 1555.290311 = -1576027.559349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113359.010000 sec): 3 clusters
  Score: Raw -1569195.647385 + Penalty 3110.580622 = -1566085.066764
  nChanged 6396
		SP:Iteration 1F (113359.320000 sec): 3 clusters
  Score: Raw -1572975.891805 + Penalty 3110.580622 = -1569865.311183
  nChanged 1092
		SP:Iteration 2F (113359.550000 sec): 3 clusters
  Score: Raw -1573589.602386 + Penalty 3110.580622 = -1570479.021764
  nChanged 964
		SP:Iteration 3F (113359.840000 sec): 3 clusters
  Score: Raw -1574140.909268 + Penalty 3110.580622 = -1571030.328647
  nChanged 888
		SP:Iteration 4F (113360.070000 sec): 3 clusters
  Score: Raw -1574625.748275 + Penalty 3110.580622 = -1571515.167653
  nChanged 731
		SP:Iteration 5F (113360.330000 sec): 3 clusters
  Score: Raw -1575000.555275 + Penalty 3110.580622 = -1571889.974653
  nChanged 584
		SP:Iteration 6Q (113360.570000 sec): 3 clusters
  Score: Raw -1575274.488569 + Penalty 3110.580622 = -1572163.907948
  nChanged 492
		SP:Iteration 7Q (113360.830000 sec): 3 clusters
  Score: Raw -1575523.901712 + Penalty 3110.580622 = -1572413.321090
  nChanged 442
		SP:Iteration 8Q (113361.080000 sec): 3 clusters
  Score: Raw -1575745.373797 + Penalty 3110.580622 = -1572634.793176
  nChanged 406
		SP:Iteration 9Q (113361.370000 sec): 3 clusters
  Score: Raw -1575971.636817 + Penalty 3110.580622 = -1572861.056196
  nChanged 384
		SP:Iteration 10Q (113361.650000 sec): 3 clusters
  Score: Raw -1576209.741914 + Penalty 3110.580622 = -1573099.161292
  nChanged 343
		SP:Iteration 11Q (113361.930000 sec): 3 clusters
  Score: Raw -1576406.078819 + Penalty 3110.580622 = -1573295.498198
  nChanged 317
		SP:Iteration 12Q (113362.190000 sec): 3 clusters
  Score: Raw -1576597.872754 + Penalty 3110.580622 = -1573487.292132
  nChanged 290
		SP:Iteration 13Q (113362.470000 sec): 3 clusters
  Score: Raw -1576760.371192 + Penalty 3110.580622 = -1573649.790571
  nChanged 252
		SP:Iteration 14Q (113362.770000 sec): 3 clusters
  Score: Raw -1576904.952073 + Penalty 3110.580622 = -1573794.371451
  nChanged 221
		SP:Iteration 15Q (113363.040000 sec): 3 clusters
  Score: Raw -1576999.863757 + Penalty 3110.580622 = -1573889.283136
  nChanged 163
		SP:Iteration 16Q (113363.350000 sec): 3 clusters
  Score: Raw -1577059.752690 + Penalty 3110.580622 = -1573949.172068
  nChanged 137
		SP:Iteration 17Q (113363.580000 sec): 3 clusters
  Score: Raw -1577112.432640 + Penalty 3110.580622 = -1574001.852019
  nChanged 134
		SP:Iteration 18Q (113363.810000 sec): 3 clusters
  Score: Raw -1577163.125731 + Penalty 3110.580622 = -1574052.545109
  nChanged 133
		SP:Iteration 19Q (113364.050000 sec): 3 clusters
  Score: Raw -1577219.921609 + Penalty 3110.580622 = -1574109.340988
  nChanged 141
		SP:Iteration 20F (113364.370000 sec): 3 clusters
  Score: Raw -1577283.299837 + Penalty 3110.580622 = -1574172.719215
  nChanged 129
		SP:Iteration 21Q (113364.560000 sec): 3 clusters
  Score: Raw -1577344.835724 + Penalty 3110.580622 = -1574234.255102
  nChanged 126
		SP:Iteration 22Q (113364.850000 sec): 3 clusters
  Score: Raw -1577408.386081 + Penalty 3110.580622 = -1574297.805459
  nChanged 117
		SP:Iteration 23Q (113365.100000 sec): 3 clusters
  Score: Raw -1577459.285468 + Penalty 3110.580622 = -1574348.704846
  nChanged 77
		SP:Iteration 24Q (113365.320000 sec): 3 clusters
  Score: Raw -1577494.561769 + Penalty 3110.580622 = -1574383.981147
  nChanged 75
		SP:Iteration 25Q (113365.610000 sec): 3 clusters
  Score: Raw -1577530.035525 + Penalty 3110.580622 = -1574419.454903
  nChanged 59
		SP:Iteration 26Q (113365.860000 sec): 3 clusters
  Score: Raw -1577558.266167 + Penalty 3110.580622 = -1574447.685546
  nChanged 62
		SP:Iteration 27Q (113366.130000 sec): 3 clusters
  Score: Raw -1577584.220551 + Penalty 3110.580622 = -1574473.639929
  nChanged 49
		SP:Iteration 28Q (113366.430000 sec): 3 clusters
  Score: Raw -1577606.345622 + Penalty 3110.580622 = -1574495.765001
  nChanged 40
		SP:Iteration 29Q (113366.670000 sec): 3 clusters
  Score: Raw -1577624.145154 + Penalty 3110.580622 = -1574513.564532
  nChanged 54
		SP:Iteration 30Q (113366.990000 sec): 3 clusters
  Score: Raw -1577646.427178 + Penalty 3110.580622 = -1574535.846557
  nChanged 45
		SP:Iteration 31Q (113367.250000 sec): 3 clusters
  Score: Raw -1577672.123828 + Penalty 3110.580622 = -1574561.543206
  nChanged 46
		SP:Iteration 32Q (113367.500000 sec): 3 clusters
  Score: Raw -1577701.183233 + Penalty 3110.580622 = -1574590.602611
  nChanged 34
		SP:Iteration 33Q (113367.810000 sec): 3 clusters
  Score: Raw -1577718.951144 + Penalty 3110.580622 = -1574608.370522
  nChanged 40
		SP:Iteration 34Q (113368.050000 sec): 3 clusters
  Score: Raw -1577740.485500 + Penalty 3110.580622 = -1574629.904878
  nChanged 34
		SP:Iteration 35Q (113368.280000 sec): 3 clusters
  Score: Raw -1577757.715063 + Penalty 3110.580622 = -1574647.134441
  nChanged 35
		SP:Iteration 36Q (113368.490000 sec): 3 clusters
  Score: Raw -1577777.060035 + Penalty 3110.580622 = -1574666.479413
  nChanged 30
		SP:Iteration 37Q (113368.750000 sec): 3 clusters
  Score: Raw -1577794.275981 + Penalty 3110.580622 = -1574683.695360
  nChanged 26
		SP:Iteration 38Q (113369.100000 sec): 3 clusters
  Score: Raw -1577811.053753 + Penalty 3110.580622 = -1574700.473132
  nChanged 23
		SP:Iteration 39Q (113369.360000 sec): 3 clusters
  Score: Raw -1577822.849699 + Penalty 3110.580622 = -1574712.269078
  nChanged 15
		SP:Iteration 40F (113369.670000 sec): 3 clusters
  Score: Raw -1577829.613315 + Penalty 3110.580622 = -1574719.032694
  nChanged 8
		SP:Iteration 41Q (113369.890000 sec): 3 clusters
  Score: Raw -1577836.001186 + Penalty 3110.580622 = -1574725.420564
  nChanged 14
		SP:Iteration 42Q (113370.170000 sec): 3 clusters
  Score: Raw -1577845.516244 + Penalty 3110.580622 = -1574734.935622
  nChanged 12
		SP:Iteration 43Q (113370.460000 sec): 3 clusters
  Score: Raw -1577851.754873 + Penalty 3110.580622 = -1574741.174252
  nChanged 9
		SP:Iteration 44Q (113370.700000 sec): 3 clusters
  Score: Raw -1577856.175880 + Penalty 3110.580622 = -1574745.595258
  nChanged 8
		SP:Iteration 45Q (113370.980000 sec): 3 clusters
  Score: Raw -1577862.067754 + Penalty 3110.580622 = -1574751.487132
  nChanged 8
		SP:Iteration 46Q (113371.250000 sec): 3 clusters
  Score: Raw -1577866.414349 + Penalty 3110.580622 = -1574755.833728
  nChanged 6
		SP:Iteration 47Q (113371.510000 sec): 3 clusters
  Score: Raw -1577870.422960 + Penalty 3110.580622 = -1574759.842338
  nChanged 5
		SP:Iteration 48Q (113371.780000 sec): 3 clusters
  Score: Raw -1577873.108923 + Penalty 3110.580622 = -1574762.528301
  nChanged 8
		SP:Iteration 49Q (113372.100000 sec): 3 clusters
  Score: Raw -1577879.329656 + Penalty 3110.580622 = -1574768.749034
  nChanged 5
		SP:Iteration 50Q (113372.350000 sec): 3 clusters
  Score: Raw -1577881.333461 + Penalty 3110.580622 = -1574770.752839
  nChanged 1
		SP:Iteration 51Q (113372.600000 sec): 3 clusters
  Score: Raw -1577881.806484 + Penalty 3110.580622 = -1574771.225862
  nChanged 1
		SP:Iteration 52Q (113372.880000 sec): 3 clusters
  Score: Raw -1577882.080057 + Penalty 3110.580622 = -1574771.499435
  nChanged 0
		SP:Iteration 53F (113373.150000 sec): 3 clusters
  Score: Raw -1577882.080057 + Penalty 3110.580622 = -1574771.499435
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113373.260000 sec): 2 clusters
  Score: Raw -100056.556773 + Penalty 1128.727274 = -98927.829499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113373.470000 sec): 3 clusters
  Score: Raw -99691.903927 + Penalty 2257.454547 = -97434.449380
  nChanged 329
		SP:Iteration 1F (113373.660000 sec): 3 clusters
  Score: Raw -99983.551222 + Penalty 2257.454547 = -97726.096675
  nChanged 76
		SP:Iteration 2F (113373.880000 sec): 3 clusters
  Score: Raw -100079.783821 + Penalty 2257.454547 = -97822.329274
  nChanged 55
		SP:Iteration 3F (113374.070000 sec): 3 clusters
  Score: Raw -100151.575300 + Penalty 2257.454547 = -97894.120753
  nChanged 41
		SP:Iteration 4Q (113374.250000 sec): 3 clusters
  Score: Raw -100220.605825 + Penalty 2257.454547 = -97963.151278
  nChanged 52
		SP:Iteration 5F (113374.430000 sec): 3 clusters
  Score: Raw -100296.982081 + Penalty 2257.454547 = -98039.527533
  nChanged 40
		SP:Iteration 6Q (113374.570000 sec): 3 clusters
  Score: Raw -100353.340854 + Penalty 2257.454547 = -98095.886306
  nChanged 34
		SP:Iteration 7Q (113374.670000 sec): 3 clusters
  Score: Raw -100394.617749 + Penalty 2257.454547 = -98137.163201
  nChanged 40
		SP:Iteration 8Q (113374.810000 sec): 3 clusters
  Score: Raw -100440.874309 + Penalty 2257.454547 = -98183.419762
  nChanged 25
		SP:Iteration 9Q (113374.960000 sec): 3 clusters
  Score: Raw -100463.330263 + Penalty 2257.454547 = -98205.875716
  nChanged 14
		SP:Iteration 10Q (113375.100000 sec): 3 clusters
  Score: Raw -100490.041952 + Penalty 2257.454547 = -98232.587405
  nChanged 16
		SP:Iteration 11Q (113375.250000 sec): 3 clusters
  Score: Raw -100519.068320 + Penalty 2257.454547 = -98261.613773
  nChanged 19
		SP:Iteration 12Q (113375.390000 sec): 3 clusters
  Score: Raw -100546.346839 + Penalty 2257.454547 = -98288.892292
  nChanged 14
		SP:Iteration 13Q (113375.540000 sec): 3 clusters
  Score: Raw -100574.483809 + Penalty 2257.454547 = -98317.029262
  nChanged 19
		SP:Iteration 14Q (113375.670000 sec): 3 clusters
  Score: Raw -100607.669208 + Penalty 2257.454547 = -98350.214661
  nChanged 16
		SP:Iteration 15Q (113375.780000 sec): 3 clusters
  Score: Raw -100630.122416 + Penalty 2257.454547 = -98372.667868
  nChanged 16
		SP:Iteration 16Q (113375.920000 sec): 3 clusters
  Score: Raw -100658.791143 + Penalty 2257.454547 = -98401.336596
  nChanged 18
		SP:Iteration 17Q (113376.070000 sec): 3 clusters
  Score: Raw -100695.264255 + Penalty 2257.454547 = -98437.809708
  nChanged 22
		SP:Iteration 18Q (113376.210000 sec): 3 clusters
  Score: Raw -100742.431302 + Penalty 2257.454547 = -98484.976755
  nChanged 19
		SP:Iteration 19Q (113376.350000 sec): 3 clusters
  Score: Raw -100792.720528 + Penalty 2257.454547 = -98535.265981
  nChanged 29
		SP:Iteration 20F (113376.450000 sec): 3 clusters
  Score: Raw -100833.908331 + Penalty 2257.454547 = -98576.453784
  nChanged 22
		SP:Iteration 21Q (113376.590000 sec): 3 clusters
  Score: Raw -100864.359684 + Penalty 2257.454547 = -98606.905136
  nChanged 14
		SP:Iteration 22Q (113376.740000 sec): 3 clusters
  Score: Raw -100879.893870 + Penalty 2257.454547 = -98622.439323
  nChanged 12
		SP:Iteration 23Q (113376.910000 sec): 3 clusters
  Score: Raw -100889.690296 + Penalty 2257.454547 = -98632.235748
  nChanged 8
		SP:Iteration 24Q (113377.060000 sec): 3 clusters
  Score: Raw -100893.981185 + Penalty 2257.454547 = -98636.526638
  nChanged 1
		SP:Iteration 25Q (113377.160000 sec): 3 clusters
  Score: Raw -100894.214806 + Penalty 2257.454547 = -98636.760259
  nChanged 0
		SP:Iteration 26F (113377.300000 sec): 3 clusters
  Score: Raw -100894.214806 + Penalty 2257.454547 = -98636.760259
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113377.570000 sec): 2 clusters
  Score: Raw -3175036.009159 + Penalty 1677.757568 = -3173358.251592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113377.880000 sec): 3 clusters
  Score: Raw -3156216.833943 + Penalty 3355.515135 = -3152861.318808
  nChanged 13993
		SP:Iteration 1F (113378.260000 sec): 3 clusters
  Score: Raw -3164257.994976 + Penalty 3355.515135 = -3160902.479841
  nChanged 1653
		SP:Iteration 2F (113378.670000 sec): 3 clusters
  Score: Raw -3165049.097813 + Penalty 3355.515135 = -3161693.582678
  nChanged 1840
		SP:Iteration 3F (113378.970000 sec): 3 clusters
  Score: Raw -3165966.398468 + Penalty 3355.515135 = -3162610.883333
  nChanged 1802
		SP:Iteration 4F (113379.330000 sec): 3 clusters
  Score: Raw -3166860.661378 + Penalty 3355.515135 = -3163505.146243
  nChanged 1738
		SP:Iteration 5F (113379.700000 sec): 3 clusters
  Score: Raw -3167672.581271 + Penalty 3355.515135 = -3164317.066135
  nChanged 1528
		SP:Iteration 6F (113380.010000 sec): 3 clusters
  Score: Raw -3168350.303999 + Penalty 3355.515135 = -3164994.788864
  nChanged 1314
		SP:Iteration 7Q (113380.380000 sec): 3 clusters
  Score: Raw -3168900.657412 + Penalty 3355.515135 = -3165545.142277
  nChanged 1083
		SP:Iteration 8Q (113380.690000 sec): 3 clusters
  Score: Raw -3169385.178629 + Penalty 3355.515135 = -3166029.663493
  nChanged 1005
		SP:Iteration 9Q (113381.050000 sec): 3 clusters
  Score: Raw -3169846.025858 + Penalty 3355.515135 = -3166490.510723
  nChanged 920
		SP:Iteration 10Q (113381.400000 sec): 3 clusters
  Score: Raw -3170284.043966 + Penalty 3355.515135 = -3166928.528831
  nChanged 876
		SP:Iteration 11Q (113381.730000 sec): 3 clusters
  Score: Raw -3170706.999315 + Penalty 3355.515135 = -3167351.484180
  nChanged 851
		SP:Iteration 12Q (113382.020000 sec): 3 clusters
  Score: Raw -3171069.801156 + Penalty 3355.515135 = -3167714.286021
  nChanged 662
		SP:Iteration 13Q (113382.390000 sec): 3 clusters
  Score: Raw -3171296.391710 + Penalty 3355.515135 = -3167940.876575
  nChanged 521
		SP:Iteration 14Q (113382.790000 sec): 3 clusters
  Score: Raw -3171428.082139 + Penalty 3355.515135 = -3168072.567004
  nChanged 378
		SP:Iteration 15Q (113383.130000 sec): 3 clusters
  Score: Raw -3171524.907336 + Penalty 3355.515135 = -3168169.392200
  nChanged 368
		SP:Iteration 16Q (113383.490000 sec): 3 clusters
  Score: Raw -3171618.994809 + Penalty 3355.515135 = -3168263.479674
  nChanged 352
		SP:Iteration 17Q (113383.880000 sec): 3 clusters
  Score: Raw -3171706.804465 + Penalty 3355.515135 = -3168351.289330
  nChanged 357
		SP:Iteration 18Q (113384.170000 sec): 3 clusters
  Score: Raw -3171796.190777 + Penalty 3355.515135 = -3168440.675642
  nChanged 352
		SP:Iteration 19Q (113384.500000 sec): 3 clusters
  Score: Raw -3171879.114269 + Penalty 3355.515135 = -3168523.599134
  nChanged 378
		SP:Iteration 20F (113384.870000 sec): 3 clusters
  Score: Raw -3171969.653584 + Penalty 3355.515135 = -3168614.138449
  nChanged 337
		SP:Iteration 21Q (113385.240000 sec): 3 clusters
  Score: Raw -3172043.696917 + Penalty 3355.515135 = -3168688.181782
  nChanged 324
		SP:Iteration 22Q (113385.560000 sec): 3 clusters
  Score: Raw -3172116.191138 + Penalty 3355.515135 = -3168760.676003
  nChanged 340
		SP:Iteration 23Q (113385.870000 sec): 3 clusters
  Score: Raw -3172198.129016 + Penalty 3355.515135 = -3168842.613881
  nChanged 353
		SP:Iteration 24Q (113386.220000 sec): 3 clusters
  Score: Raw -3172279.830606 + Penalty 3355.515135 = -3168924.315471
  nChanged 339
		SP:Iteration 25Q (113386.690000 sec): 3 clusters
  Score: Raw -3172356.850502 + Penalty 3355.515135 = -3169001.335367
  nChanged 347
		SP:Iteration 26Q (113387.050000 sec): 3 clusters
  Score: Raw -3172438.311546 + Penalty 3355.515135 = -3169082.796410
  nChanged 353
		SP:Iteration 27Q (113387.430000 sec): 3 clusters
  Score: Raw -3172526.120383 + Penalty 3355.515135 = -3169170.605248
  nChanged 355
		SP:Iteration 28Q (113387.750000 sec): 3 clusters
  Score: Raw -3172617.710103 + Penalty 3355.515135 = -3169262.194968
  nChanged 360
		SP:Iteration 29Q (113388.080000 sec): 3 clusters
  Score: Raw -3172712.402849 + Penalty 3355.515135 = -3169356.887714
  nChanged 363
		SP:Iteration 30Q (113388.490000 sec): 3 clusters
  Score: Raw -3172809.105124 + Penalty 3355.515135 = -3169453.589989
  nChanged 384
		SP:Iteration 31Q (113388.810000 sec): 3 clusters
  Score: Raw -3172915.301344 + Penalty 3355.515135 = -3169559.786209
  nChanged 368
		SP:Iteration 32Q (113389.140000 sec): 3 clusters
  Score: Raw -3173025.335486 + Penalty 3355.515135 = -3169669.820351
  nChanged 357
		SP:Iteration 33Q (113389.590000 sec): 3 clusters
  Score: Raw -3173139.077033 + Penalty 3355.515135 = -3169783.561897
  nChanged 360
		SP:Iteration 34Q (113389.920000 sec): 3 clusters
  Score: Raw -3173251.790224 + Penalty 3355.515135 = -3169896.275089
  nChanged 321
		SP:Iteration 35Q (113390.300000 sec): 3 clusters
  Score: Raw -3173357.623041 + Penalty 3355.515135 = -3170002.107905
  nChanged 340
		SP:Iteration 36Q (113390.650000 sec): 3 clusters
  Score: Raw -3173483.169101 + Penalty 3355.515135 = -3170127.653966
  nChanged 375
		SP:Iteration 37Q (113391.000000 sec): 3 clusters
  Score: Raw -3173634.084796 + Penalty 3355.515135 = -3170278.569661
  nChanged 376
		SP:Iteration 38Q (113391.370000 sec): 3 clusters
  Score: Raw -3173804.652196 + Penalty 3355.515135 = -3170449.137060
  nChanged 373
		SP:Iteration 39Q (113391.690000 sec): 3 clusters
  Score: Raw -3173992.817963 + Penalty 3355.515135 = -3170637.302827
  nChanged 374
		SP:Iteration 40F (113392.090000 sec): 3 clusters
  Score: Raw -3174179.209317 + Penalty 3355.515135 = -3170823.694182
  nChanged 353
		SP:Iteration 41Q (113392.510000 sec): 3 clusters
  Score: Raw -3174360.110217 + Penalty 3355.515135 = -3171004.595082
  nChanged 314
		SP:Iteration 42Q (113392.830000 sec): 3 clusters
  Score: Raw -3174520.908996 + Penalty 3355.515135 = -3171165.393861
  nChanged 259
		SP:Iteration 43Q (113393.220000 sec): 3 clusters
  Score: Raw -3174645.406926 + Penalty 3355.515135 = -3171289.891791
  nChanged 246
		SP:Iteration 44Q (113393.530000 sec): 3 clusters
  Score: Raw -3174760.336544 + Penalty 3355.515135 = -3171404.821409
  nChanged 203
		SP:Iteration 45Q (113393.920000 sec): 3 clusters
  Score: Raw -3174853.610282 + Penalty 3355.515135 = -3171498.095146
  nChanged 198
		SP:Iteration 46Q (113394.260000 sec): 3 clusters
  Score: Raw -3174946.690073 + Penalty 3355.515135 = -3171591.174938
  nChanged 162
		SP:Iteration 47Q (113394.590000 sec): 3 clusters
  Score: Raw -3175021.393335 + Penalty 3355.515135 = -3171665.878200
  nChanged 134
		SP:Iteration 48Q (113395.000000 sec): 3 clusters
  Score: Raw -3175083.965850 + Penalty 3355.515135 = -3171728.450715
  nChanged 122
		SP:Iteration 49Q (113395.340000 sec): 3 clusters
  Score: Raw -3175144.616146 + Penalty 3355.515135 = -3171789.101011
  nChanged 96
		SP:Iteration 50Q (113395.670000 sec): 3 clusters
  Score: Raw -3175198.806715 + Penalty 3355.515135 = -3171843.291579
  nChanged 82
		SP:Iteration 51Q (113396.040000 sec): 3 clusters
  Score: Raw -3175238.697393 + Penalty 3355.515135 = -3171883.182258
  nChanged 57
		SP:Iteration 52Q (113396.380000 sec): 3 clusters
  Score: Raw -3175267.017742 + Penalty 3355.515135 = -3171911.502607
  nChanged 40
		SP:Iteration 53Q (113396.670000 sec): 3 clusters
  Score: Raw -3175285.829366 + Penalty 3355.515135 = -3171930.314231
  nChanged 38
		SP:Iteration 54Q (113396.980000 sec): 3 clusters
  Score: Raw -3175305.337690 + Penalty 3355.515135 = -3171949.822555
  nChanged 28
		SP:Iteration 55Q (113397.310000 sec): 3 clusters
  Score: Raw -3175321.449900 + Penalty 3355.515135 = -3171965.934765
  nChanged 26
		SP:Iteration 56Q (113397.650000 sec): 3 clusters
  Score: Raw -3175335.312397 + Penalty 3355.515135 = -3171979.797262
  nChanged 26
		SP:Iteration 57Q (113397.990000 sec): 3 clusters
  Score: Raw -3175348.809829 + Penalty 3355.515135 = -3171993.294694
  nChanged 19
		SP:Iteration 58Q (113398.340000 sec): 3 clusters
  Score: Raw -3175356.188768 + Penalty 3355.515135 = -3172000.673633
  nChanged 12
		SP:Iteration 59Q (113398.680000 sec): 3 clusters
  Score: Raw -3175360.671188 + Penalty 3355.515135 = -3172005.156053
  nChanged 9
		SP:Iteration 60F (113398.990000 sec): 3 clusters
  Score: Raw -3175364.700024 + Penalty 3355.515135 = -3172009.184889
  nChanged 11
		SP:Iteration 61Q (113399.330000 sec): 3 clusters
  Score: Raw -3175371.550780 + Penalty 3355.515135 = -3172016.035645
  nChanged 12
		SP:Iteration 62Q (113399.670000 sec): 3 clusters
  Score: Raw -3175375.384985 + Penalty 3355.515135 = -3172019.869850
  nChanged 5
		SP:Iteration 63Q (113399.940000 sec): 3 clusters
  Score: Raw -3175376.546444 + Penalty 3355.515135 = -3172021.031309
  nChanged 5
		SP:Iteration 64Q (113400.270000 sec): 3 clusters
  Score: Raw -3175377.785117 + Penalty 3355.515135 = -3172022.269981
  nChanged 6
		SP:Iteration 65Q (113400.680000 sec): 3 clusters
  Score: Raw -3175380.900160 + Penalty 3355.515135 = -3172025.385025
  nChanged 5
		SP:Iteration 66Q (113400.980000 sec): 3 clusters
  Score: Raw -3175383.102013 + Penalty 3355.515135 = -3172027.586877
  nChanged 7
		SP:Iteration 67Q (113401.360000 sec): 3 clusters
  Score: Raw -3175385.462703 + Penalty 3355.515135 = -3172029.947568
  nChanged 2
		SP:Iteration 68Q (113401.710000 sec): 3 clusters
  Score: Raw -3175386.408863 + Penalty 3355.515135 = -3172030.893728
  nChanged 2
		SP:Iteration 69Q (113402.060000 sec): 3 clusters
  Score: Raw -3175387.425861 + Penalty 3355.515135 = -3172031.910726
  nChanged 1
		SP:Iteration 70Q (113402.380000 sec): 3 clusters
  Score: Raw -3175387.644377 + Penalty 3355.515135 = -3172032.129241
  nChanged 1
		SP:Iteration 71Q (113402.660000 sec): 3 clusters
  Score: Raw -3175387.828164 + Penalty 3355.515135 = -3172032.313028
  nChanged 0
		SP:Iteration 72F (113403.050000 sec): 3 clusters
  Score: Raw -3175387.828164 + Penalty 3355.515135 = -3172032.313028
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113403.200000 sec): 2 clusters
  Score: Raw -48029.700844 + Penalty 982.697979 = -47047.002865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113403.400000 sec): 3 clusters
  Score: Raw -47964.250858 + Penalty 1965.395958 = -45998.854899
  nChanged 101
		SP:Iteration 1F (113403.580000 sec): 3 clusters
  Score: Raw -48146.885339 + Penalty 1965.395958 = -46181.489381
  nChanged 30
		SP:Iteration 2F (113403.760000 sec): 3 clusters
  Score: Raw -48276.655792 + Penalty 1965.395958 = -46311.259834
  nChanged 24
		SP:Iteration 3F (113403.980000 sec): 3 clusters
  Score: Raw -48322.797525 + Penalty 1965.395958 = -46357.401567
  nChanged 6
		SP:Iteration 4Q (113404.170000 sec): 3 clusters
  Score: Raw -48330.011671 + Penalty 1965.395958 = -46364.615713
  nChanged 5
		SP:Iteration 5Q (113404.350000 sec): 3 clusters
  Score: Raw -48337.022992 + Penalty 1965.395958 = -46371.627034
  nChanged 2
		SP:Iteration 6Q (113404.540000 sec): 3 clusters
  Score: Raw -48341.004204 + Penalty 1965.395958 = -46375.608246
  nChanged 0
		SP:Iteration 7F (113404.730000 sec): 3 clusters
  Score: Raw -48341.004204 + Penalty 1965.395958 = -46375.608246
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (47219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113405.110000 sec): 2 clusters
  Score: Raw -5272515.793100 + Penalty 1748.914640 = -5270766.878460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113405.580000 sec): 3 clusters
  Score: Raw -5242668.010302 + Penalty 3497.829281 = -5239170.181021
  nChanged 22184
		SP:Iteration 1F (113406.000000 sec): 3 clusters
  Score: Raw -5255545.094323 + Penalty 3497.829281 = -5252047.265042
  nChanged 2438
		SP:Iteration 2F (113406.460000 sec): 3 clusters
  Score: Raw -5256579.232820 + Penalty 3497.829281 = -5253081.403539
  nChanged 2633
		SP:Iteration 3F (113406.920000 sec): 3 clusters
  Score: Raw -5257879.551410 + Penalty 3497.829281 = -5254381.722130
  nChanged 2818
		SP:Iteration 4F (113407.400000 sec): 3 clusters
  Score: Raw -5259445.088376 + Penalty 3497.829281 = -5255947.259096
  nChanged 2925
		SP:Iteration 5F (113407.880000 sec): 3 clusters
  Score: Raw -5261204.395271 + Penalty 3497.829281 = -5257706.565990
  nChanged 2883
		SP:Iteration 6F (113408.380000 sec): 3 clusters
  Score: Raw -5263120.603987 + Penalty 3497.829281 = -5259622.774707
  nChanged 2892
		SP:Iteration 7F (113408.850000 sec): 3 clusters
  Score: Raw -5265215.628237 + Penalty 3497.829281 = -5261717.798956
  nChanged 2667
		SP:Iteration 8F (113409.270000 sec): 3 clusters
  Score: Raw -5267299.016125 + Penalty 3497.829281 = -5263801.186844
  nChanged 2272
		SP:Iteration 9Q (113409.850000 sec): 3 clusters
  Score: Raw -5269065.759608 + Penalty 3497.829281 = -5265567.930327
  nChanged 1716
		SP:Iteration 10Q (113410.260000 sec): 3 clusters
  Score: Raw -5270412.730216 + Penalty 3497.829281 = -5266914.900935
  nChanged 1245
		SP:Iteration 11Q (113410.720000 sec): 3 clusters
  Score: Raw -5271359.303554 + Penalty 3497.829281 = -5267861.474274
  nChanged 811
		SP:Iteration 12Q (113411.180000 sec): 3 clusters
  Score: Raw -5271950.674402 + Penalty 3497.829281 = -5268452.845122
  nChanged 481
		SP:Iteration 13Q (113411.660000 sec): 3 clusters
  Score: Raw -5272291.662171 + Penalty 3497.829281 = -5268793.832891
  nChanged 286
		SP:Iteration 14Q (113412.040000 sec): 3 clusters
  Score: Raw -5272490.866121 + Penalty 3497.829281 = -5268993.036841
  nChanged 180
		SP:Iteration 15Q (113412.430000 sec): 3 clusters
  Score: Raw -5272624.676245 + Penalty 3497.829281 = -5269126.846964
  nChanged 104
		SP:Iteration 16Q (113412.880000 sec): 3 clusters
  Score: Raw -5272696.907413 + Penalty 3497.829281 = -5269199.078133
  nChanged 79
		SP:Iteration 17Q (113413.390000 sec): 3 clusters
  Score: Raw -5272750.407647 + Penalty 3497.829281 = -5269252.578367
  nChanged 54
		SP:Iteration 18Q (113413.800000 sec): 3 clusters
  Score: Raw -5272785.145480 + Penalty 3497.829281 = -5269287.316199
  nChanged 39
		SP:Iteration 19Q (113414.320000 sec): 3 clusters
  Score: Raw -5272811.413219 + Penalty 3497.829281 = -5269313.583938
  nChanged 30
		SP:Iteration 20F (113414.750000 sec): 3 clusters
  Score: Raw -5272831.754642 + Penalty 3497.829281 = -5269333.925362
  nChanged 19
		SP:Iteration 21Q (113415.270000 sec): 3 clusters
  Score: Raw -5272841.332847 + Penalty 3497.829281 = -5269343.503566
  nChanged 11
		SP:Iteration 22Q (113415.750000 sec): 3 clusters
  Score: Raw -5272846.418522 + Penalty 3497.829281 = -5269348.589242
  nChanged 7
		SP:Iteration 23Q (113416.200000 sec): 3 clusters
  Score: Raw -5272850.961701 + Penalty 3497.829281 = -5269353.132420
  nChanged 8
		SP:Iteration 24Q (113416.650000 sec): 3 clusters
  Score: Raw -5272855.560625 + Penalty 3497.829281 = -5269357.731344
  nChanged 7
		SP:Iteration 25Q (113417.190000 sec): 3 clusters
  Score: Raw -5272857.925348 + Penalty 3497.829281 = -5269360.096067
  nChanged 3
		SP:Iteration 26Q (113417.600000 sec): 3 clusters
  Score: Raw -5272859.205979 + Penalty 3497.829281 = -5269361.376698
  nChanged 2
		SP:Iteration 27Q (113418.010000 sec): 3 clusters
  Score: Raw -5272860.041573 + Penalty 3497.829281 = -5269362.212292
  nChanged 1
		SP:Iteration 28Q (113418.450000 sec): 3 clusters
  Score: Raw -5272860.805334 + Penalty 3497.829281 = -5269362.976053
  nChanged 3
		SP:Iteration 29Q (113418.880000 sec): 3 clusters
  Score: Raw -5272862.248935 + Penalty 3497.829281 = -5269364.419654
  nChanged 3
		SP:Iteration 30Q (113419.330000 sec): 3 clusters
  Score: Raw -5272863.479752 + Penalty 3497.829281 = -5269365.650471
  nChanged 4
		SP:Iteration 31Q (113419.760000 sec): 3 clusters
  Score: Raw -5272865.223413 + Penalty 3497.829281 = -5269367.394133
  nChanged 3
		SP:Iteration 32Q (113420.200000 sec): 3 clusters
  Score: Raw -5272866.614846 + Penalty 3497.829281 = -5269368.785566
  nChanged 5
		SP:Iteration 33Q (113420.670000 sec): 3 clusters
  Score: Raw -5272868.212637 + Penalty 3497.829281 = -5269370.383357
  nChanged 2
		SP:Iteration 34Q (113421.080000 sec): 3 clusters
  Score: Raw -5272868.960584 + Penalty 3497.829281 = -5269371.131303
  nChanged 4
		SP:Iteration 35Q (113421.580000 sec): 3 clusters
  Score: Raw -5272870.636489 + Penalty 3497.829281 = -5269372.807208
  nChanged 2
		SP:Iteration 36Q (113422.050000 sec): 3 clusters
  Score: Raw -5272871.614370 + Penalty 3497.829281 = -5269373.785089
  nChanged 2
		SP:Iteration 37Q (113422.460000 sec): 3 clusters
  Score: Raw -5272872.414846 + Penalty 3497.829281 = -5269374.585565
  nChanged 3
		SP:Iteration 38Q (113422.880000 sec): 3 clusters
  Score: Raw -5272873.520348 + Penalty 3497.829281 = -5269375.691067
  nChanged 6
		SP:Iteration 39Q (113423.330000 sec): 3 clusters
  Score: Raw -5272876.475261 + Penalty 3497.829281 = -5269378.645980
  nChanged 7
		SP:Iteration 40F (113423.770000 sec): 3 clusters
  Score: Raw -5272879.765480 + Penalty 3497.829281 = -5269381.936199
  nChanged 3
		SP:Iteration 41Q (113424.140000 sec): 3 clusters
  Score: Raw -5272881.768696 + Penalty 3497.829281 = -5269383.939416
  nChanged 2
		SP:Iteration 42Q (113424.600000 sec): 3 clusters
  Score: Raw -5272882.769972 + Penalty 3497.829281 = -5269384.940692
  nChanged 2
		SP:Iteration 43Q (113425.010000 sec): 3 clusters
  Score: Raw -5272883.900752 + Penalty 3497.829281 = -5269386.071471
  nChanged 0
		SP:Iteration 44F (113425.410000 sec): 3 clusters
  Score: Raw -5272883.900752 + Penalty 3497.829281 = -5269386.071471
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113426.030000 sec): 2 clusters
  Score: Raw -10790251.280326 + Penalty 1856.539585 = -10788394.740741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113426.650000 sec): 3 clusters
  Score: Raw -10730953.978923 + Penalty 3713.079170 = -10727240.899753
  nChanged 43668
		SP:Iteration 1F (113427.230000 sec): 3 clusters
  Score: Raw -10755826.504986 + Penalty 3713.079170 = -10752113.425815
  nChanged 3021
		SP:Iteration 2Q (113427.920000 sec): 3 clusters
  Score: Raw -10756592.089470 + Penalty 3713.079170 = -10752879.010299
  nChanged 3408
		SP:Iteration 3Q (113428.670000 sec): 3 clusters
  Score: Raw -10757629.302656 + Penalty 3713.079170 = -10753916.223486
  nChanged 4062
		SP:Iteration 4Q (113429.390000 sec): 3 clusters
  Score: Raw -10759121.802073 + Penalty 3713.079170 = -10755408.722903
  nChanged 4785
		SP:Iteration 5F (113430.080000 sec): 3 clusters
  Score: Raw -10761207.569603 + Penalty 3713.079170 = -10757494.490433
  nChanged 5428
		SP:Iteration 6F (113430.810000 sec): 3 clusters
  Score: Raw -10763847.591314 + Penalty 3713.079170 = -10760134.512144
  nChanged 5659
		SP:Iteration 7F (113431.590000 sec): 3 clusters
  Score: Raw -10766768.838127 + Penalty 3713.079170 = -10763055.758956
  nChanged 5369
		SP:Iteration 8F (113432.290000 sec): 3 clusters
  Score: Raw -10769607.923972 + Penalty 3713.079170 = -10765894.844802
  nChanged 4924
		SP:Iteration 9F (113432.990000 sec): 3 clusters
  Score: Raw -10772461.284910 + Penalty 3713.079170 = -10768748.205740
  nChanged 4597
		SP:Iteration 10F (113433.790000 sec): 3 clusters
  Score: Raw -10775451.252975 + Penalty 3713.079170 = -10771738.173804
  nChanged 4407
		SP:Iteration 11Q (113434.530000 sec): 3 clusters
  Score: Raw -10778899.619054 + Penalty 3713.079170 = -10775186.539884
  nChanged 3952
		SP:Iteration 12Q (113435.300000 sec): 3 clusters
  Score: Raw -10782345.111599 + Penalty 3713.079170 = -10778632.032428
  nChanged 3082
		SP:Iteration 13Q (113436.020000 sec): 3 clusters
  Score: Raw -10785127.487461 + Penalty 3713.079170 = -10781414.408290
  nChanged 2105
		SP:Iteration 14Q (113436.640000 sec): 3 clusters
  Score: Raw -10787036.060201 + Penalty 3713.079170 = -10783322.981031
  nChanged 1349
		SP:Iteration 15Q (113437.280000 sec): 3 clusters
  Score: Raw -10788195.641560 + Penalty 3713.079170 = -10784482.562389
  nChanged 887
		SP:Iteration 16Q (113437.930000 sec): 3 clusters
  Score: Raw -10788897.103963 + Penalty 3713.079170 = -10785184.024792
  nChanged 606
		SP:Iteration 17Q (113438.570000 sec): 3 clusters
  Score: Raw -10789365.711770 + Penalty 3713.079170 = -10785652.632599
  nChanged 450
		SP:Iteration 18Q (113439.120000 sec): 3 clusters
  Score: Raw -10789661.642815 + Penalty 3713.079170 = -10785948.563645
  nChanged 328
		SP:Iteration 19Q (113439.750000 sec): 3 clusters
  Score: Raw -10789847.677132 + Penalty 3713.079170 = -10786134.597962
  nChanged 261
		SP:Iteration 20F (113440.470000 sec): 3 clusters
  Score: Raw -10790000.649340 + Penalty 3713.079170 = -10786287.570170
  nChanged 198
		SP:Iteration 21Q (113441.130000 sec): 3 clusters
  Score: Raw -10790112.061232 + Penalty 3713.079170 = -10786398.982061
  nChanged 175
		SP:Iteration 22Q (113441.670000 sec): 3 clusters
  Score: Raw -10790206.509216 + Penalty 3713.079170 = -10786493.430046
  nChanged 148
		SP:Iteration 23Q (113442.240000 sec): 3 clusters
  Score: Raw -10790278.076002 + Penalty 3713.079170 = -10786564.996832
  nChanged 119
		SP:Iteration 24Q (113442.930000 sec): 3 clusters
  Score: Raw -10790328.723798 + Penalty 3713.079170 = -10786615.644627
  nChanged 76
		SP:Iteration 25Q (113443.640000 sec): 3 clusters
  Score: Raw -10790360.662546 + Penalty 3713.079170 = -10786647.583375
  nChanged 61
		SP:Iteration 26Q (113444.260000 sec): 3 clusters
  Score: Raw -10790379.724540 + Penalty 3713.079170 = -10786666.645370
  nChanged 41
		SP:Iteration 27Q (113444.880000 sec): 3 clusters
  Score: Raw -10790394.930070 + Penalty 3713.079170 = -10786681.850899
  nChanged 41
		SP:Iteration 28Q (113445.530000 sec): 3 clusters
  Score: Raw -10790408.784115 + Penalty 3713.079170 = -10786695.704945
  nChanged 33
		SP:Iteration 29Q (113446.130000 sec): 3 clusters
  Score: Raw -10790419.475406 + Penalty 3713.079170 = -10786706.396235
  nChanged 25
		SP:Iteration 30Q (113446.780000 sec): 3 clusters
  Score: Raw -10790432.157730 + Penalty 3713.079170 = -10786719.078560
  nChanged 28
		SP:Iteration 31Q (113447.420000 sec): 3 clusters
  Score: Raw -10790445.212679 + Penalty 3713.079170 = -10786732.133508
  nChanged 28
		SP:Iteration 32Q (113448.070000 sec): 3 clusters
  Score: Raw -10790456.340180 + Penalty 3713.079170 = -10786743.261009
  nChanged 24
		SP:Iteration 33Q (113448.800000 sec): 3 clusters
  Score: Raw -10790467.977744 + Penalty 3713.079170 = -10786754.898574
  nChanged 26
		SP:Iteration 34Q (113449.520000 sec): 3 clusters
  Score: Raw -10790480.451867 + Penalty 3713.079170 = -10786767.372697
  nChanged 20
		SP:Iteration 35Q (113450.160000 sec): 3 clusters
  Score: Raw -10790491.342368 + Penalty 3713.079170 = -10786778.263197
  nChanged 26
		SP:Iteration 36Q (113450.700000 sec): 3 clusters
  Score: Raw -10790502.970269 + Penalty 3713.079170 = -10786789.891098
  nChanged 19
		SP:Iteration 37Q (113451.250000 sec): 3 clusters
  Score: Raw -10790510.530089 + Penalty 3713.079170 = -10786797.450918
  nChanged 9
		SP:Iteration 38Q (113451.830000 sec): 3 clusters
  Score: Raw -10790513.777346 + Penalty 3713.079170 = -10786800.698175
  nChanged 15
		SP:Iteration 39Q (113452.380000 sec): 3 clusters
  Score: Raw -10790519.301613 + Penalty 3713.079170 = -10786806.222443
  nChanged 15
		SP:Iteration 40F (113453.010000 sec): 3 clusters
  Score: Raw -10790525.662737 + Penalty 3713.079170 = -10786812.583567
  nChanged 9
		SP:Iteration 41Q (113453.570000 sec): 3 clusters
  Score: Raw -10790528.603156 + Penalty 3713.079170 = -10786815.523985
  nChanged 8
		SP:Iteration 42Q (113454.120000 sec): 3 clusters
  Score: Raw -10790531.253796 + Penalty 3713.079170 = -10786818.174626
  nChanged 10
		SP:Iteration 43Q (113454.670000 sec): 3 clusters
  Score: Raw -10790533.959741 + Penalty 3713.079170 = -10786820.880570
  nChanged 3
		SP:Iteration 44Q (113455.290000 sec): 3 clusters
  Score: Raw -10790535.373173 + Penalty 3713.079170 = -10786822.294002
  nChanged 9
		SP:Iteration 45Q (113455.850000 sec): 3 clusters
  Score: Raw -10790539.166141 + Penalty 3713.079170 = -10786826.086971
  nChanged 7
		SP:Iteration 46Q (113456.430000 sec): 3 clusters
  Score: Raw -10790541.431353 + Penalty 3713.079170 = -10786828.352182
  nChanged 7
		SP:Iteration 47Q (113457.030000 sec): 3 clusters
  Score: Raw -10790544.837481 + Penalty 3713.079170 = -10786831.758310
  nChanged 7
		SP:Iteration 48Q (113457.600000 sec): 3 clusters
  Score: Raw -10790547.077256 + Penalty 3713.079170 = -10786833.998086
  nChanged 6
		SP:Iteration 49Q (113458.200000 sec): 3 clusters
  Score: Raw -10790549.050978 + Penalty 3713.079170 = -10786835.971808
  nChanged 2
		SP:Iteration 50Q (113458.740000 sec): 3 clusters
  Score: Raw -10790549.523637 + Penalty 3713.079170 = -10786836.444466
  nChanged 0
		SP:Iteration 51F (113459.390000 sec): 3 clusters
  Score: Raw -10790549.523637 + Penalty 3713.079170 = -10786836.444466
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113459.550000 sec): 2 clusters
  Score: Raw -115953.715478 + Penalty 1167.502237 = -114786.213240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113459.710000 sec): 3 clusters
  Score: Raw -115507.512413 + Penalty 2335.004475 = -113172.507938
  nChanged 420
		SP:Iteration 1F (113459.900000 sec): 3 clusters
  Score: Raw -115915.408967 + Penalty 2335.004475 = -113580.404492
  nChanged 118
		SP:Iteration 2F (113460.070000 sec): 3 clusters
  Score: Raw -116092.925749 + Penalty 2335.004475 = -113757.921275
  nChanged 85
		SP:Iteration 3F (113460.240000 sec): 3 clusters
  Score: Raw -116249.083466 + Penalty 2335.004475 = -113914.078991
  nChanged 80
		SP:Iteration 4F (113460.430000 sec): 3 clusters
  Score: Raw -116418.682328 + Penalty 2335.004475 = -114083.677854
  nChanged 69
		SP:Iteration 5F (113460.590000 sec): 3 clusters
  Score: Raw -116550.577515 + Penalty 2335.004475 = -114215.573040
  nChanged 55
		SP:Iteration 6Q (113460.770000 sec): 3 clusters
  Score: Raw -116632.404872 + Penalty 2335.004475 = -114297.400398
  nChanged 37
		SP:Iteration 7Q (113460.930000 sec): 3 clusters
  Score: Raw -116679.015036 + Penalty 2335.004475 = -114344.010561
  nChanged 30
		SP:Iteration 8Q (113461.130000 sec): 3 clusters
  Score: Raw -116724.348630 + Penalty 2335.004475 = -114389.344155
  nChanged 34
		SP:Iteration 9Q (113461.310000 sec): 3 clusters
  Score: Raw -116768.682131 + Penalty 2335.004475 = -114433.677656
  nChanged 20
		SP:Iteration 10Q (113461.470000 sec): 3 clusters
  Score: Raw -116792.906582 + Penalty 2335.004475 = -114457.902107
  nChanged 13
		SP:Iteration 11Q (113461.650000 sec): 3 clusters
  Score: Raw -116804.862557 + Penalty 2335.004475 = -114469.858082
  nChanged 7
		SP:Iteration 12Q (113461.850000 sec): 3 clusters
  Score: Raw -116809.169921 + Penalty 2335.004475 = -114474.165446
  nChanged 3
		SP:Iteration 13Q (113462.040000 sec): 3 clusters
  Score: Raw -116810.178424 + Penalty 2335.004475 = -114475.173949
  nChanged 1
		SP:Iteration 14Q (113462.270000 sec): 3 clusters
  Score: Raw -116812.379075 + Penalty 2335.004475 = -114477.374600
  nChanged 1
		SP:Iteration 15Q (113462.430000 sec): 3 clusters
  Score: Raw -116813.039552 + Penalty 2335.004475 = -114478.035078
  nChanged 2
		SP:Iteration 16Q (113462.550000 sec): 3 clusters
  Score: Raw -116814.204420 + Penalty 2335.004475 = -114479.199945
  nChanged 0
		SP:Iteration 17F (113462.740000 sec): 3 clusters
  Score: Raw -116814.204420 + Penalty 2335.004475 = -114479.199945
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113462.910000 sec): 2 clusters
  Score: Raw -966913.125419 + Penalty 1475.778075 = -965437.347344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113463.130000 sec): 3 clusters
  Score: Raw -962018.550104 + Penalty 2951.556150 = -959066.993955
  nChanged 3733
		SP:Iteration 1F (113463.320000 sec): 3 clusters
  Score: Raw -964084.499990 + Penalty 2951.556150 = -961132.943840
  nChanged 600
		SP:Iteration 2F (113463.570000 sec): 3 clusters
  Score: Raw -964389.754085 + Penalty 2951.556150 = -961438.197936
  nChanged 479
		SP:Iteration 3F (113463.750000 sec): 3 clusters
  Score: Raw -964615.413441 + Penalty 2951.556150 = -961663.857291
  nChanged 395
		SP:Iteration 4Q (113463.970000 sec): 3 clusters
  Score: Raw -964823.735583 + Penalty 2951.556150 = -961872.179434
  nChanged 392
		SP:Iteration 5Q (113464.210000 sec): 3 clusters
  Score: Raw -965026.127851 + Penalty 2951.556150 = -962074.571701
  nChanged 374
		SP:Iteration 6Q (113464.450000 sec): 3 clusters
  Score: Raw -965222.380452 + Penalty 2951.556150 = -962270.824302
  nChanged 346
		SP:Iteration 7Q (113464.710000 sec): 3 clusters
  Score: Raw -965411.583668 + Penalty 2951.556150 = -962460.027519
  nChanged 352
		SP:Iteration 8Q (113464.920000 sec): 3 clusters
  Score: Raw -965603.858390 + Penalty 2951.556150 = -962652.302241
  nChanged 324
		SP:Iteration 9Q (113465.130000 sec): 3 clusters
  Score: Raw -965766.805431 + Penalty 2951.556150 = -962815.249281
  nChanged 280
		SP:Iteration 10Q (113465.340000 sec): 3 clusters
  Score: Raw -965896.354473 + Penalty 2951.556150 = -962944.798324
  nChanged 221
		SP:Iteration 11Q (113465.510000 sec): 3 clusters
  Score: Raw -965980.145637 + Penalty 2951.556150 = -963028.589488
  nChanged 195
		SP:Iteration 12Q (113465.730000 sec): 3 clusters
  Score: Raw -966049.730243 + Penalty 2951.556150 = -963098.174093
  nChanged 150
		SP:Iteration 13Q (113465.920000 sec): 3 clusters
  Score: Raw -966092.243092 + Penalty 2951.556150 = -963140.686942
  nChanged 138
		SP:Iteration 14Q (113466.130000 sec): 3 clusters
  Score: Raw -966128.458127 + Penalty 2951.556150 = -963176.901978
  nChanged 96
		SP:Iteration 15Q (113466.390000 sec): 3 clusters
  Score: Raw -966152.371750 + Penalty 2951.556150 = -963200.815600
  nChanged 81
		SP:Iteration 16Q (113466.570000 sec): 3 clusters
  Score: Raw -966171.882349 + Penalty 2951.556150 = -963220.326200
  nChanged 81
		SP:Iteration 17Q (113466.760000 sec): 3 clusters
  Score: Raw -966189.707434 + Penalty 2951.556150 = -963238.151285
  nChanged 70
		SP:Iteration 18Q (113466.970000 sec): 3 clusters
  Score: Raw -966203.602202 + Penalty 2951.556150 = -963252.046052
  nChanged 62
		SP:Iteration 19Q (113467.210000 sec): 3 clusters
  Score: Raw -966213.990999 + Penalty 2951.556150 = -963262.434850
  nChanged 46
		SP:Iteration 20F (113467.410000 sec): 3 clusters
  Score: Raw -966221.538354 + Penalty 2951.556150 = -963269.982205
  nChanged 42
		SP:Iteration 21Q (113467.650000 sec): 3 clusters
  Score: Raw -966228.136800 + Penalty 2951.556150 = -963276.580650
  nChanged 28
		SP:Iteration 22Q (113467.910000 sec): 3 clusters
  Score: Raw -966233.590672 + Penalty 2951.556150 = -963282.034522
  nChanged 32
		SP:Iteration 23Q (113468.080000 sec): 3 clusters
  Score: Raw -966238.808618 + Penalty 2951.556150 = -963287.252469
  nChanged 31
		SP:Iteration 24Q (113468.340000 sec): 3 clusters
  Score: Raw -966244.356553 + Penalty 2951.556150 = -963292.800403
  nChanged 29
		SP:Iteration 25Q (113468.580000 sec): 3 clusters
  Score: Raw -966249.095693 + Penalty 2951.556150 = -963297.539543
  nChanged 22
		SP:Iteration 26Q (113468.730000 sec): 3 clusters
  Score: Raw -966252.409166 + Penalty 2951.556150 = -963300.853016
  nChanged 15
		SP:Iteration 27Q (113468.950000 sec): 3 clusters
  Score: Raw -966254.461202 + Penalty 2951.556150 = -963302.905052
  nChanged 16
		SP:Iteration 28Q (113469.130000 sec): 3 clusters
  Score: Raw -966256.164605 + Penalty 2951.556150 = -963304.608455
  nChanged 18
		SP:Iteration 29Q (113469.330000 sec): 3 clusters
  Score: Raw -966257.983897 + Penalty 2951.556150 = -963306.427747
  nChanged 15
		SP:Iteration 30Q (113469.520000 sec): 3 clusters
  Score: Raw -966259.911450 + Penalty 2951.556150 = -963308.355300
  nChanged 18
		SP:Iteration 31Q (113469.690000 sec): 3 clusters
  Score: Raw -966262.719728 + Penalty 2951.556150 = -963311.163578
  nChanged 16
		SP:Iteration 32Q (113469.870000 sec): 3 clusters
  Score: Raw -966264.425702 + Penalty 2951.556150 = -963312.869552
  nChanged 11
		SP:Iteration 33Q (113470.090000 sec): 3 clusters
  Score: Raw -966265.805671 + Penalty 2951.556150 = -963314.249522
  nChanged 9
		SP:Iteration 34Q (113470.330000 sec): 3 clusters
  Score: Raw -966267.284797 + Penalty 2951.556150 = -963315.728648
  nChanged 12
		SP:Iteration 35Q (113470.560000 sec): 3 clusters
  Score: Raw -966269.306870 + Penalty 2951.556150 = -963317.750721
  nChanged 13
		SP:Iteration 36Q (113470.810000 sec): 3 clusters
  Score: Raw -966270.975787 + Penalty 2951.556150 = -963319.419638
  nChanged 8
		SP:Iteration 37Q (113471.040000 sec): 3 clusters
  Score: Raw -966272.168265 + Penalty 2951.556150 = -963320.612115
  nChanged 12
		SP:Iteration 38Q (113471.280000 sec): 3 clusters
  Score: Raw -966273.503829 + Penalty 2951.556150 = -963321.947679
  nChanged 6
		SP:Iteration 39Q (113471.460000 sec): 3 clusters
  Score: Raw -966273.927746 + Penalty 2951.556150 = -963322.371596
  nChanged 0
		SP:Iteration 40F (113471.650000 sec): 3 clusters
  Score: Raw -966273.927746 + Penalty 2951.556150 = -963322.371596
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113471.750000 sec): 2 clusters
  Score: Raw -819010.636437 + Penalty 1451.119292 = -817559.517144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113471.980000 sec): 3 clusters
  Score: Raw -814907.432901 + Penalty 2902.238584 = -812005.194317
  nChanged 3156
		SP:Iteration 1F (113472.150000 sec): 3 clusters
  Score: Raw -816670.259262 + Penalty 2902.238584 = -813768.020678
  nChanged 561
		SP:Iteration 2F (113472.360000 sec): 3 clusters
  Score: Raw -816998.035357 + Penalty 2902.238584 = -814095.796772
  nChanged 490
		SP:Iteration 3F (113472.590000 sec): 3 clusters
  Score: Raw -817281.265924 + Penalty 2902.238584 = -814379.027340
  nChanged 424
		SP:Iteration 4F (113472.790000 sec): 3 clusters
  Score: Raw -817522.117438 + Penalty 2902.238584 = -814619.878854
  nChanged 388
		SP:Iteration 5F (113473.030000 sec): 3 clusters
  Score: Raw -817771.355787 + Penalty 2902.238584 = -814869.117202
  nChanged 397
		SP:Iteration 6F (113473.230000 sec): 3 clusters
  Score: Raw -818026.523546 + Penalty 2902.238584 = -815124.284962
  nChanged 363
		SP:Iteration 7Q (113473.440000 sec): 3 clusters
  Score: Raw -818244.525822 + Penalty 2902.238584 = -815342.287237
  nChanged 298
		SP:Iteration 8Q (113473.650000 sec): 3 clusters
  Score: Raw -818394.887952 + Penalty 2902.238584 = -815492.649368
  nChanged 235
		SP:Iteration 9Q (113473.890000 sec): 3 clusters
  Score: Raw -818500.409652 + Penalty 2902.238584 = -815598.171068
  nChanged 172
		SP:Iteration 10Q (113474.090000 sec): 3 clusters
  Score: Raw -818567.864656 + Penalty 2902.238584 = -815665.626072
  nChanged 151
		SP:Iteration 11Q (113474.310000 sec): 3 clusters
  Score: Raw -818630.320085 + Penalty 2902.238584 = -815728.081501
  nChanged 140
		SP:Iteration 12Q (113474.500000 sec): 3 clusters
  Score: Raw -818689.932549 + Penalty 2902.238584 = -815787.693964
  nChanged 141
		SP:Iteration 13Q (113474.670000 sec): 3 clusters
  Score: Raw -818746.112256 + Penalty 2902.238584 = -815843.873672
  nChanged 127
		SP:Iteration 14Q (113474.850000 sec): 3 clusters
  Score: Raw -818789.786245 + Penalty 2902.238584 = -815887.547661
  nChanged 110
		SP:Iteration 15Q (113475.050000 sec): 3 clusters
  Score: Raw -818822.633089 + Penalty 2902.238584 = -815920.394504
  nChanged 100
		SP:Iteration 16Q (113475.320000 sec): 3 clusters
  Score: Raw -818849.000847 + Penalty 2902.238584 = -815946.762263
  nChanged 82
		SP:Iteration 17Q (113475.510000 sec): 3 clusters
  Score: Raw -818869.137874 + Penalty 2902.238584 = -815966.899290
  nChanged 68
		SP:Iteration 18Q (113475.760000 sec): 3 clusters
  Score: Raw -818887.185873 + Penalty 2902.238584 = -815984.947288
  nChanged 71
		SP:Iteration 19Q (113475.940000 sec): 3 clusters
  Score: Raw -818905.020424 + Penalty 2902.238584 = -816002.781840
  nChanged 57
		SP:Iteration 20F (113476.150000 sec): 3 clusters
  Score: Raw -818916.922598 + Penalty 2902.238584 = -816014.684014
  nChanged 41
		SP:Iteration 21Q (113476.350000 sec): 3 clusters
  Score: Raw -818927.011023 + Penalty 2902.238584 = -816024.772438
  nChanged 40
		SP:Iteration 22Q (113476.550000 sec): 3 clusters
  Score: Raw -818935.375121 + Penalty 2902.238584 = -816033.136536
  nChanged 41
		SP:Iteration 23Q (113476.740000 sec): 3 clusters
  Score: Raw -818944.049757 + Penalty 2902.238584 = -816041.811173
  nChanged 41
		SP:Iteration 24Q (113476.900000 sec): 3 clusters
  Score: Raw -818953.571341 + Penalty 2902.238584 = -816051.332757
  nChanged 34
		SP:Iteration 25Q (113477.090000 sec): 3 clusters
  Score: Raw -818962.160325 + Penalty 2902.238584 = -816059.921741
  nChanged 39
		SP:Iteration 26Q (113477.320000 sec): 3 clusters
  Score: Raw -818971.367061 + Penalty 2902.238584 = -816069.128477
  nChanged 41
		SP:Iteration 27Q (113477.520000 sec): 3 clusters
  Score: Raw -818983.245814 + Penalty 2902.238584 = -816081.007229
  nChanged 59
		SP:Iteration 28Q (113477.750000 sec): 3 clusters
  Score: Raw -819002.618432 + Penalty 2902.238584 = -816100.379848
  nChanged 66
		SP:Iteration 29Q (113477.970000 sec): 3 clusters
  Score: Raw -819022.707772 + Penalty 2902.238584 = -816120.469188
  nChanged 61
		SP:Iteration 30Q (113478.170000 sec): 3 clusters
  Score: Raw -819038.164940 + Penalty 2902.238584 = -816135.926356
  nChanged 49
		SP:Iteration 31Q (113478.330000 sec): 3 clusters
  Score: Raw -819050.397257 + Penalty 2902.238584 = -816148.158672
  nChanged 48
		SP:Iteration 32Q (113478.530000 sec): 3 clusters
  Score: Raw -819063.516336 + Penalty 2902.238584 = -816161.277751
  nChanged 48
		SP:Iteration 33Q (113478.720000 sec): 3 clusters
  Score: Raw -819077.798303 + Penalty 2902.238584 = -816175.559718
  nChanged 52
		SP:Iteration 34Q (113478.930000 sec): 3 clusters
  Score: Raw -819091.054608 + Penalty 2902.238584 = -816188.816023
  nChanged 55
		SP:Iteration 35Q (113479.150000 sec): 3 clusters
  Score: Raw -819107.252619 + Penalty 2902.238584 = -816205.014034
  nChanged 56
		SP:Iteration 36Q (113479.350000 sec): 3 clusters
  Score: Raw -819123.352258 + Penalty 2902.238584 = -816221.113674
  nChanged 58
		SP:Iteration 37Q (113479.540000 sec): 3 clusters
  Score: Raw -819141.312976 + Penalty 2902.238584 = -816239.074392
  nChanged 63
		SP:Iteration 38Q (113479.730000 sec): 3 clusters
  Score: Raw -819161.920873 + Penalty 2902.238584 = -816259.682288
  nChanged 59
		SP:Iteration 39Q (113479.940000 sec): 3 clusters
  Score: Raw -819182.557355 + Penalty 2902.238584 = -816280.318771
  nChanged 58
		SP:Iteration 40F (113480.090000 sec): 3 clusters
  Score: Raw -819201.522506 + Penalty 2902.238584 = -816299.283921
  nChanged 62
		SP:Iteration 41Q (113480.280000 sec): 3 clusters
  Score: Raw -819222.096116 + Penalty 2902.238584 = -816319.857532
  nChanged 72
		SP:Iteration 42Q (113480.550000 sec): 3 clusters
  Score: Raw -819244.445302 + Penalty 2902.238584 = -816342.206718
  nChanged 56
		SP:Iteration 43Q (113480.700000 sec): 3 clusters
  Score: Raw -819259.477191 + Penalty 2902.238584 = -816357.238607
  nChanged 43
		SP:Iteration 44Q (113480.950000 sec): 3 clusters
  Score: Raw -819268.107913 + Penalty 2902.238584 = -816365.869329
  nChanged 30
		SP:Iteration 45Q (113481.150000 sec): 3 clusters
  Score: Raw -819275.311306 + Penalty 2902.238584 = -816373.072722
  nChanged 27
		SP:Iteration 46Q (113481.390000 sec): 3 clusters
  Score: Raw -819281.783569 + Penalty 2902.238584 = -816379.544985
  nChanged 32
		SP:Iteration 47Q (113481.550000 sec): 3 clusters
  Score: Raw -819288.428902 + Penalty 2902.238584 = -816386.190318
  nChanged 23
		SP:Iteration 48Q (113481.790000 sec): 3 clusters
  Score: Raw -819293.456994 + Penalty 2902.238584 = -816391.218410
  nChanged 19
		SP:Iteration 49Q (113481.980000 sec): 3 clusters
  Score: Raw -819298.043061 + Penalty 2902.238584 = -816395.804477
  nChanged 17
		SP:Iteration 50Q (113482.200000 sec): 3 clusters
  Score: Raw -819301.043892 + Penalty 2902.238584 = -816398.805307
  nChanged 19
		SP:Iteration 51Q (113482.420000 sec): 3 clusters
  Score: Raw -819304.244529 + Penalty 2902.238584 = -816402.005945
  nChanged 16
		SP:Iteration 52Q (113482.630000 sec): 3 clusters
  Score: Raw -819306.958314 + Penalty 2902.238584 = -816404.719730
  nChanged 15
		SP:Iteration 53Q (113482.910000 sec): 3 clusters
  Score: Raw -819309.685376 + Penalty 2902.238584 = -816407.446792
  nChanged 15
		SP:Iteration 54Q (113483.080000 sec): 3 clusters
  Score: Raw -819312.872463 + Penalty 2902.238584 = -816410.633879
  nChanged 16
		SP:Iteration 55Q (113483.300000 sec): 3 clusters
  Score: Raw -819315.229647 + Penalty 2902.238584 = -816412.991063
  nChanged 11
		SP:Iteration 56Q (113483.480000 sec): 3 clusters
  Score: Raw -819317.146801 + Penalty 2902.238584 = -816414.908217
  nChanged 11
		SP:Iteration 57Q (113483.690000 sec): 3 clusters
  Score: Raw -819318.186280 + Penalty 2902.238584 = -816415.947696
  nChanged 4
		SP:Iteration 58Q (113483.940000 sec): 3 clusters
  Score: Raw -819318.702051 + Penalty 2902.238584 = -816416.463467
  nChanged 2
		SP:Iteration 59Q (113484.140000 sec): 3 clusters
  Score: Raw -819319.081897 + Penalty 2902.238584 = -816416.843313
  nChanged 2
		SP:Iteration 60F (113484.380000 sec): 3 clusters
  Score: Raw -819319.423506 + Penalty 2902.238584 = -816417.184921
  nChanged 4
		SP:Iteration 61Q (113484.570000 sec): 3 clusters
  Score: Raw -819319.886832 + Penalty 2902.238584 = -816417.648248
  nChanged 3
		SP:Iteration 62Q (113484.770000 sec): 3 clusters
  Score: Raw -819320.426581 + Penalty 2902.238584 = -816418.187997
  nChanged 5
		SP:Iteration 63Q (113484.970000 sec): 3 clusters
  Score: Raw -819321.415872 + Penalty 2902.238584 = -816419.177288
  nChanged 7
		SP:Iteration 64Q (113485.150000 sec): 3 clusters
  Score: Raw -819322.517380 + Penalty 2902.238584 = -816420.278795
  nChanged 8
		SP:Iteration 65Q (113485.350000 sec): 3 clusters
  Score: Raw -819323.490806 + Penalty 2902.238584 = -816421.252222
  nChanged 8
		SP:Iteration 66Q (113485.550000 sec): 3 clusters
  Score: Raw -819324.326336 + Penalty 2902.238584 = -816422.087751
  nChanged 4
		SP:Iteration 67Q (113485.780000 sec): 3 clusters
  Score: Raw -819325.249893 + Penalty 2902.238584 = -816423.011309
  nChanged 7
		SP:Iteration 68Q (113485.970000 sec): 3 clusters
  Score: Raw -819326.298875 + Penalty 2902.238584 = -816424.060291
  nChanged 4
		SP:Iteration 69Q (113486.190000 sec): 3 clusters
  Score: Raw -819326.850438 + Penalty 2902.238584 = -816424.611854
  nChanged 2
		SP:Iteration 70Q (113486.400000 sec): 3 clusters
  Score: Raw -819327.148780 + Penalty 2902.238584 = -816424.910196
  nChanged 2
		SP:Iteration 71Q (113486.630000 sec): 3 clusters
  Score: Raw -819327.395228 + Penalty 2902.238584 = -816425.156643
  nChanged 1
		SP:Iteration 72Q (113486.840000 sec): 3 clusters
  Score: Raw -819327.469189 + Penalty 2902.238584 = -816425.230605
  nChanged 0
		SP:Iteration 73F (113487.020000 sec): 3 clusters
  Score: Raw -819327.469189 + Penalty 2902.238584 = -816425.230605
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (175935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113487.960000 sec): 2 clusters
  Score: Raw -18424490.836807 + Penalty 1962.653857 = -18422528.182950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113489.010000 sec): 3 clusters
  Score: Raw -18308038.283180 + Penalty 3925.307713 = -18304112.975466
  nChanged 84939
		SP:Iteration 1F (113490.100000 sec): 3 clusters
  Score: Raw -18361101.234237 + Penalty 3925.307713 = -18357175.926523
  nChanged 8288
		SP:Iteration 2Q (113491.180000 sec): 3 clusters
  Score: Raw -18364546.331890 + Penalty 3925.307713 = -18360621.024177
  nChanged 9256
		SP:Iteration 3F (113492.280000 sec): 3 clusters
  Score: Raw -18368869.684157 + Penalty 3925.307713 = -18364944.376443
  nChanged 10003
		SP:Iteration 4F (113493.310000 sec): 3 clusters
  Score: Raw -18374066.623493 + Penalty 3925.307713 = -18370141.315779
  nChanged 10503
		SP:Iteration 5F (113494.320000 sec): 3 clusters
  Score: Raw -18380128.961405 + Penalty 3925.307713 = -18376203.653691
  nChanged 10505
		SP:Iteration 6F (113495.430000 sec): 3 clusters
  Score: Raw -18386436.033461 + Penalty 3925.307713 = -18382510.725747
  nChanged 9713
		SP:Iteration 7F (113496.550000 sec): 3 clusters
  Score: Raw -18392304.513461 + Penalty 3925.307713 = -18388379.205747
  nChanged 8340
		SP:Iteration 8Q (113497.730000 sec): 3 clusters
  Score: Raw -18396365.658944 + Penalty 3925.307713 = -18392440.351230
  nChanged 6158
		SP:Iteration 9Q (113498.900000 sec): 3 clusters
  Score: Raw -18398546.680830 + Penalty 3925.307713 = -18394621.373117
  nChanged 4213
		SP:Iteration 10Q (113500.110000 sec): 3 clusters
  Score: Raw -18399536.651695 + Penalty 3925.307713 = -18395611.343982
  nChanged 2798
		SP:Iteration 11Q (113501.220000 sec): 3 clusters
  Score: Raw -18400035.920854 + Penalty 3925.307713 = -18396110.613141
  nChanged 1961
		SP:Iteration 12Q (113502.310000 sec): 3 clusters
  Score: Raw -18400349.325309 + Penalty 3925.307713 = -18396424.017596
  nChanged 1675
		SP:Iteration 13Q (113503.380000 sec): 3 clusters
  Score: Raw -18400599.435467 + Penalty 3925.307713 = -18396674.127754
  nChanged 1531
		SP:Iteration 14Q (113504.530000 sec): 3 clusters
  Score: Raw -18400840.218849 + Penalty 3925.307713 = -18396914.911135
  nChanged 1522
		SP:Iteration 15Q (113505.600000 sec): 3 clusters
  Score: Raw -18401091.999880 + Penalty 3925.307713 = -18397166.692166
  nChanged 1557
		SP:Iteration 16Q (113506.700000 sec): 3 clusters
  Score: Raw -18401345.058198 + Penalty 3925.307713 = -18397419.750485
  nChanged 1547
		SP:Iteration 17Q (113507.820000 sec): 3 clusters
  Score: Raw -18401605.508867 + Penalty 3925.307713 = -18397680.201154
  nChanged 1587
		SP:Iteration 18Q (113508.950000 sec): 3 clusters
  Score: Raw -18401881.543295 + Penalty 3925.307713 = -18397956.235582
  nChanged 1617
		SP:Iteration 19Q (113510.200000 sec): 3 clusters
  Score: Raw -18402166.850877 + Penalty 3925.307713 = -18398241.543164
  nChanged 1694
		SP:Iteration 20F (113511.310000 sec): 3 clusters
  Score: Raw -18402481.638503 + Penalty 3925.307713 = -18398556.330789
  nChanged 1726
		SP:Iteration 21Q (113512.400000 sec): 3 clusters
  Score: Raw -18402807.198019 + Penalty 3925.307713 = -18398881.890306
  nChanged 1778
		SP:Iteration 22Q (113513.420000 sec): 3 clusters
  Score: Raw -18403146.801294 + Penalty 3925.307713 = -18399221.493581
  nChanged 1833
		SP:Iteration 23Q (113514.500000 sec): 3 clusters
  Score: Raw -18403519.804604 + Penalty 3925.307713 = -18399594.496890
  nChanged 1926
		SP:Iteration 24Q (113515.560000 sec): 3 clusters
  Score: Raw -18403917.893624 + Penalty 3925.307713 = -18399992.585911
  nChanged 2021
		SP:Iteration 25Q (113516.610000 sec): 3 clusters
  Score: Raw -18404352.544563 + Penalty 3925.307713 = -18400427.236849
  nChanged 2126
		SP:Iteration 26Q (113517.770000 sec): 3 clusters
  Score: Raw -18404818.665869 + Penalty 3925.307713 = -18400893.358156
  nChanged 2219
		SP:Iteration 27Q (113518.770000 sec): 3 clusters
  Score: Raw -18405340.404162 + Penalty 3925.307713 = -18401415.096449
  nChanged 2404
		SP:Iteration 28Q (113519.760000 sec): 3 clusters
  Score: Raw -18405947.450037 + Penalty 3925.307713 = -18402022.142324
  nChanged 2532
		SP:Iteration 29Q (113520.700000 sec): 3 clusters
  Score: Raw -18406590.546523 + Penalty 3925.307713 = -18402665.238810
  nChanged 2660
		SP:Iteration 30Q (113521.670000 sec): 3 clusters
  Score: Raw -18407307.287827 + Penalty 3925.307713 = -18403381.980114
  nChanged 2701
		SP:Iteration 31Q (113522.740000 sec): 3 clusters
  Score: Raw -18408086.363408 + Penalty 3925.307713 = -18404161.055695
  nChanged 2856
		SP:Iteration 32Q (113523.780000 sec): 3 clusters
  Score: Raw -18408943.985495 + Penalty 3925.307713 = -18405018.677782
  nChanged 2957
		SP:Iteration 33Q (113524.790000 sec): 3 clusters
  Score: Raw -18409862.381088 + Penalty 3925.307713 = -18405937.073375
  nChanged 2937
		SP:Iteration 34Q (113525.820000 sec): 3 clusters
  Score: Raw -18410793.141812 + Penalty 3925.307713 = -18406867.834099
  nChanged 2995
		SP:Iteration 35Q (113526.830000 sec): 3 clusters
  Score: Raw -18411818.723933 + Penalty 3925.307713 = -18407893.416219
  nChanged 3067
		SP:Iteration 36Q (113527.840000 sec): 3 clusters
  Score: Raw -18412945.375550 + Penalty 3925.307713 = -18409020.067836
  nChanged 3151
		SP:Iteration 37Q (113528.800000 sec): 3 clusters
  Score: Raw -18414207.123665 + Penalty 3925.307713 = -18410281.815951
  nChanged 3141
		SP:Iteration 38Q (113529.720000 sec): 3 clusters
  Score: Raw -18415580.695408 + Penalty 3925.307713 = -18411655.387695
  nChanged 3082
		SP:Iteration 39Q (113530.740000 sec): 3 clusters
  Score: Raw -18417032.051894 + Penalty 3925.307713 = -18413106.744181
  nChanged 2924
		SP:Iteration 40F (113531.770000 sec): 3 clusters
  Score: Raw -18418504.723080 + Penalty 3925.307713 = -18414579.415366
  nChanged 2765
		SP:Iteration 41Q (113532.800000 sec): 3 clusters
  Score: Raw -18419941.827348 + Penalty 3925.307713 = -18416016.519634
  nChanged 2499
		SP:Iteration 42Q (113533.800000 sec): 3 clusters
  Score: Raw -18421252.655159 + Penalty 3925.307713 = -18417327.347446
  nChanged 2091
		SP:Iteration 43Q (113534.750000 sec): 3 clusters
  Score: Raw -18422343.350541 + Penalty 3925.307713 = -18418418.042828
  nChanged 1687
		SP:Iteration 44Q (113535.690000 sec): 3 clusters
  Score: Raw -18423224.109244 + Penalty 3925.307713 = -18419298.801530
  nChanged 1319
		SP:Iteration 45Q (113536.610000 sec): 3 clusters
  Score: Raw -18423919.095161 + Penalty 3925.307713 = -18419993.787448
  nChanged 1000
		SP:Iteration 46Q (113537.460000 sec): 3 clusters
  Score: Raw -18424419.741204 + Penalty 3925.307713 = -18420494.433490
  nChanged 693
		SP:Iteration 47Q (113538.300000 sec): 3 clusters
  Score: Raw -18424724.961997 + Penalty 3925.307713 = -18420799.654284
  nChanged 506
		SP:Iteration 48Q (113539.170000 sec): 3 clusters
  Score: Raw -18424927.975281 + Penalty 3925.307713 = -18421002.667568
  nChanged 358
		SP:Iteration 49Q (113540.000000 sec): 3 clusters
  Score: Raw -18425052.392484 + Penalty 3925.307713 = -18421127.084771
  nChanged 260
		SP:Iteration 50Q (113540.830000 sec): 3 clusters
  Score: Raw -18425133.552610 + Penalty 3925.307713 = -18421208.244897
  nChanged 208
		SP:Iteration 51Q (113541.720000 sec): 3 clusters
  Score: Raw -18425192.152708 + Penalty 3925.307713 = -18421266.844995
  nChanged 155
		SP:Iteration 52Q (113542.620000 sec): 3 clusters
  Score: Raw -18425234.655362 + Penalty 3925.307713 = -18421309.347649
  nChanged 96
		SP:Iteration 53Q (113543.540000 sec): 3 clusters
  Score: Raw -18425262.522435 + Penalty 3925.307713 = -18421337.214722
  nChanged 87
		SP:Iteration 54Q (113544.520000 sec): 3 clusters
  Score: Raw -18425289.408519 + Penalty 3925.307713 = -18421364.100805
  nChanged 79
		SP:Iteration 55Q (113545.460000 sec): 3 clusters
  Score: Raw -18425310.346579 + Penalty 3925.307713 = -18421385.038865
  nChanged 76
		SP:Iteration 56Q (113546.380000 sec): 3 clusters
  Score: Raw -18425330.288710 + Penalty 3925.307713 = -18421404.980996
  nChanged 58
		SP:Iteration 57Q (113547.260000 sec): 3 clusters
  Score: Raw -18425345.841561 + Penalty 3925.307713 = -18421420.533848
  nChanged 38
		SP:Iteration 58Q (113548.240000 sec): 3 clusters
  Score: Raw -18425353.095821 + Penalty 3925.307713 = -18421427.788107
  nChanged 22
		SP:Iteration 59Q (113549.120000 sec): 3 clusters
  Score: Raw -18425356.447951 + Penalty 3925.307713 = -18421431.140238
  nChanged 21
		SP:Iteration 60F (113550.040000 sec): 3 clusters
  Score: Raw -18425360.003496 + Penalty 3925.307713 = -18421434.695783
  nChanged 19
		SP:Iteration 61Q (113550.920000 sec): 3 clusters
  Score: Raw -18425363.325448 + Penalty 3925.307713 = -18421438.017735
  nChanged 17
		SP:Iteration 62Q (113551.830000 sec): 3 clusters
  Score: Raw -18425366.550319 + Penalty 3925.307713 = -18421441.242606
  nChanged 14
		SP:Iteration 63Q (113552.690000 sec): 3 clusters
  Score: Raw -18425368.153132 + Penalty 3925.307713 = -18421442.845419
  nChanged 11
		SP:Iteration 64Q (113553.570000 sec): 3 clusters
  Score: Raw -18425369.393304 + Penalty 3925.307713 = -18421444.085591
  nChanged 7
		SP:Iteration 65Q (113554.420000 sec): 3 clusters
  Score: Raw -18425370.785410 + Penalty 3925.307713 = -18421445.477697
  nChanged 8
		SP:Iteration 66Q (113555.260000 sec): 3 clusters
  Score: Raw -18425371.968464 + Penalty 3925.307713 = -18421446.660750
  nChanged 11
		SP:Iteration 67Q (113556.090000 sec): 3 clusters
  Score: Raw -18425374.231828 + Penalty 3925.307713 = -18421448.924114
  nChanged 15
		SP:Iteration 68Q (113557.070000 sec): 3 clusters
  Score: Raw -18425376.022332 + Penalty 3925.307713 = -18421450.714618
  nChanged 11
		SP:Iteration 69Q (113558.020000 sec): 3 clusters
  Score: Raw -18425377.464149 + Penalty 3925.307713 = -18421452.156436
  nChanged 4
		SP:Iteration 70Q (113558.950000 sec): 3 clusters
  Score: Raw -18425378.306823 + Penalty 3925.307713 = -18421452.999110
  nChanged 4
		SP:Iteration 71Q (113559.960000 sec): 3 clusters
  Score: Raw -18425378.883436 + Penalty 3925.307713 = -18421453.575722
  nChanged 5
		SP:Iteration 72Q (113560.860000 sec): 3 clusters
  Score: Raw -18425379.561593 + Penalty 3925.307713 = -18421454.253880
  nChanged 4
		SP:Iteration 73Q (113561.780000 sec): 3 clusters
  Score: Raw -18425380.244515 + Penalty 3925.307713 = -18421454.936801
  nChanged 4
		SP:Iteration 74Q (113562.630000 sec): 3 clusters
  Score: Raw -18425381.017611 + Penalty 3925.307713 = -18421455.709897
  nChanged 10
		SP:Iteration 75Q (113563.490000 sec): 3 clusters
  Score: Raw -18425382.482361 + Penalty 3925.307713 = -18421457.174648
  nChanged 8
		SP:Iteration 76Q (113564.390000 sec): 3 clusters
  Score: Raw -18425383.658029 + Penalty 3925.307713 = -18421458.350315
  nChanged 5
		SP:Iteration 77Q (113565.340000 sec): 3 clusters
  Score: Raw -18425384.168483 + Penalty 3925.307713 = -18421458.860770
  nChanged 5
		SP:Iteration 78Q (113566.180000 sec): 3 clusters
  Score: Raw -18425384.665213 + Penalty 3925.307713 = -18421459.357500
  nChanged 3
		SP:Iteration 79Q (113567.080000 sec): 3 clusters
  Score: Raw -18425385.019565 + Penalty 3925.307713 = -18421459.711852
  nChanged 1
		SP:Iteration 80F (113568.150000 sec): 3 clusters
  Score: Raw -18425385.393168 + Penalty 3925.307713 = -18421460.085455
  nChanged 1
		SP:Iteration 81Q (113569.580000 sec): 3 clusters
  Score: Raw -18425385.519030 + Penalty 3925.307713 = -18421460.211317
  nChanged 2
		SP:Iteration 82Q (113570.900000 sec): 3 clusters
  Score: Raw -18425385.783992 + Penalty 3925.307713 = -18421460.476279
  nChanged 2
		SP:Iteration 83Q (113572.240000 sec): 3 clusters
  Score: Raw -18425386.211485 + Penalty 3925.307713 = -18421460.903771
  nChanged 1
		SP:Iteration 84Q (113573.550000 sec): 3 clusters
  Score: Raw -18425386.363536 + Penalty 3925.307713 = -18421461.055823
  nChanged 1
		SP:Iteration 85Q (113574.860000 sec): 3 clusters
  Score: Raw -18425386.556111 + Penalty 3925.307713 = -18421461.248398
  nChanged 1
		SP:Iteration 86Q (113576.200000 sec): 3 clusters
  Score: Raw -18425386.715879 + Penalty 3925.307713 = -18421461.408166
  nChanged 0
		SP:Iteration 87F (113577.600000 sec): 3 clusters
  Score: Raw -18425386.715879 + Penalty 3925.307713 = -18421461.408166
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (12808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113577.760000 sec): 2 clusters
  Score: Raw -1405874.341359 + Penalty 1536.896604 = -1404337.444755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113578.040000 sec): 3 clusters
  Score: Raw -1398387.746757 + Penalty 3073.793208 = -1395313.953549
  nChanged 5667
		SP:Iteration 1F (113578.300000 sec): 3 clusters
  Score: Raw -1401503.371942 + Penalty 3073.793208 = -1398429.578735
  nChanged 822
		SP:Iteration 2F (113578.570000 sec): 3 clusters
  Score: Raw -1401880.366494 + Penalty 3073.793208 = -1398806.573286
  nChanged 731
		SP:Iteration 3F (113578.790000 sec): 3 clusters
  Score: Raw -1402218.516577 + Penalty 3073.793208 = -1399144.723370
  nChanged 684
		SP:Iteration 4F (113579.050000 sec): 3 clusters
  Score: Raw -1402551.626082 + Penalty 3073.793208 = -1399477.832875
  nChanged 628
		SP:Iteration 5Q (113579.320000 sec): 3 clusters
  Score: Raw -1402867.508870 + Penalty 3073.793208 = -1399793.715663
  nChanged 603
		SP:Iteration 6Q (113579.580000 sec): 3 clusters
  Score: Raw -1403208.223407 + Penalty 3073.793208 = -1400134.430199
  nChanged 629
		SP:Iteration 7Q (113579.850000 sec): 3 clusters
  Score: Raw -1403569.697382 + Penalty 3073.793208 = -1400495.904175
  nChanged 596
		SP:Iteration 8Q (113580.130000 sec): 3 clusters
  Score: Raw -1403912.342659 + Penalty 3073.793208 = -1400838.549452
  nChanged 535
		SP:Iteration 9Q (113580.340000 sec): 3 clusters
  Score: Raw -1404186.494703 + Penalty 3073.793208 = -1401112.701495
  nChanged 420
		SP:Iteration 10Q (113580.640000 sec): 3 clusters
  Score: Raw -1404398.096004 + Penalty 3073.793208 = -1401324.302796
  nChanged 367
		SP:Iteration 11Q (113580.900000 sec): 3 clusters
  Score: Raw -1404559.351291 + Penalty 3073.793208 = -1401485.558083
  nChanged 315
		SP:Iteration 12Q (113581.180000 sec): 3 clusters
  Score: Raw -1404688.094062 + Penalty 3073.793208 = -1401614.300854
  nChanged 278
		SP:Iteration 13Q (113581.420000 sec): 3 clusters
  Score: Raw -1404802.590671 + Penalty 3073.793208 = -1401728.797463
  nChanged 232
		SP:Iteration 14Q (113581.650000 sec): 3 clusters
  Score: Raw -1404890.615033 + Penalty 3073.793208 = -1401816.821825
  nChanged 202
		SP:Iteration 15Q (113581.900000 sec): 3 clusters
  Score: Raw -1404964.437300 + Penalty 3073.793208 = -1401890.644093
  nChanged 193
		SP:Iteration 16Q (113582.110000 sec): 3 clusters
  Score: Raw -1405043.848639 + Penalty 3073.793208 = -1401970.055431
  nChanged 198
		SP:Iteration 17Q (113582.400000 sec): 3 clusters
  Score: Raw -1405127.029821 + Penalty 3073.793208 = -1402053.236613
  nChanged 200
		SP:Iteration 18Q (113582.660000 sec): 3 clusters
  Score: Raw -1405202.156749 + Penalty 3073.793208 = -1402128.363541
  nChanged 190
		SP:Iteration 19Q (113582.980000 sec): 3 clusters
  Score: Raw -1405268.445306 + Penalty 3073.793208 = -1402194.652098
  nChanged 182
		SP:Iteration 20F (113583.290000 sec): 3 clusters
  Score: Raw -1405342.218213 + Penalty 3073.793208 = -1402268.425005
  nChanged 194
		SP:Iteration 21Q (113583.530000 sec): 3 clusters
  Score: Raw -1405418.852755 + Penalty 3073.793208 = -1402345.059547
  nChanged 159
		SP:Iteration 22Q (113583.800000 sec): 3 clusters
  Score: Raw -1405483.563633 + Penalty 3073.793208 = -1402409.770425
  nChanged 170
		SP:Iteration 23Q (113584.050000 sec): 3 clusters
  Score: Raw -1405551.020409 + Penalty 3073.793208 = -1402477.227202
  nChanged 159
		SP:Iteration 24Q (113584.330000 sec): 3 clusters
  Score: Raw -1405613.817649 + Penalty 3073.793208 = -1402540.024441
  nChanged 155
		SP:Iteration 25Q (113584.580000 sec): 3 clusters
  Score: Raw -1405679.031114 + Penalty 3073.793208 = -1402605.237906
  nChanged 151
		SP:Iteration 26Q (113584.820000 sec): 3 clusters
  Score: Raw -1405745.986180 + Penalty 3073.793208 = -1402672.192973
  nChanged 127
		SP:Iteration 27Q (113585.050000 sec): 3 clusters
  Score: Raw -1405803.097256 + Penalty 3073.793208 = -1402729.304049
  nChanged 103
		SP:Iteration 28Q (113585.300000 sec): 3 clusters
  Score: Raw -1405844.197395 + Penalty 3073.793208 = -1402770.404188
  nChanged 69
		SP:Iteration 29Q (113585.560000 sec): 3 clusters
  Score: Raw -1405866.343407 + Penalty 3073.793208 = -1402792.550199
  nChanged 63
		SP:Iteration 30Q (113585.860000 sec): 3 clusters
  Score: Raw -1405889.527815 + Penalty 3073.793208 = -1402815.734607
  nChanged 60
		SP:Iteration 31Q (113586.170000 sec): 3 clusters
  Score: Raw -1405908.420151 + Penalty 3073.793208 = -1402834.626943
  nChanged 55
		SP:Iteration 32Q (113586.510000 sec): 3 clusters
  Score: Raw -1405923.825414 + Penalty 3073.793208 = -1402850.032206
  nChanged 47
		SP:Iteration 33Q (113586.790000 sec): 3 clusters
  Score: Raw -1405936.695332 + Penalty 3073.793208 = -1402862.902124
  nChanged 34
		SP:Iteration 34Q (113587.060000 sec): 3 clusters
  Score: Raw -1405947.487057 + Penalty 3073.793208 = -1402873.693850
  nChanged 37
		SP:Iteration 35Q (113587.380000 sec): 3 clusters
  Score: Raw -1405956.065803 + Penalty 3073.793208 = -1402882.272595
  nChanged 41
		SP:Iteration 36Q (113587.570000 sec): 3 clusters
  Score: Raw -1405966.568999 + Penalty 3073.793208 = -1402892.775791
  nChanged 36
		SP:Iteration 37Q (113587.890000 sec): 3 clusters
  Score: Raw -1405977.441868 + Penalty 3073.793208 = -1402903.648660
  nChanged 38
		SP:Iteration 38Q (113588.120000 sec): 3 clusters
  Score: Raw -1405990.287986 + Penalty 3073.793208 = -1402916.494779
  nChanged 43
		SP:Iteration 39Q (113588.340000 sec): 3 clusters
  Score: Raw -1406004.119130 + Penalty 3073.793208 = -1402930.325922
  nChanged 38
		SP:Iteration 40F (113588.590000 sec): 3 clusters
  Score: Raw -1406013.902643 + Penalty 3073.793208 = -1402940.109436
  nChanged 29
		SP:Iteration 41Q (113588.890000 sec): 3 clusters
  Score: Raw -1406020.763074 + Penalty 3073.793208 = -1402946.969866
  nChanged 19
		SP:Iteration 42Q (113589.180000 sec): 3 clusters
  Score: Raw -1406024.843015 + Penalty 3073.793208 = -1402951.049807
  nChanged 17
		SP:Iteration 43Q (113589.440000 sec): 3 clusters
  Score: Raw -1406028.711916 + Penalty 3073.793208 = -1402954.918708
  nChanged 23
		SP:Iteration 44Q (113589.720000 sec): 3 clusters
  Score: Raw -1406035.325950 + Penalty 3073.793208 = -1402961.532743
  nChanged 29
		SP:Iteration 45Q (113590.030000 sec): 3 clusters
  Score: Raw -1406044.947490 + Penalty 3073.793208 = -1402971.154282
  nChanged 27
		SP:Iteration 46Q (113590.290000 sec): 3 clusters
  Score: Raw -1406055.458738 + Penalty 3073.793208 = -1402981.665530
  nChanged 30
		SP:Iteration 47Q (113590.550000 sec): 3 clusters
  Score: Raw -1406068.239058 + Penalty 3073.793208 = -1402994.445850
  nChanged 33
		SP:Iteration 48Q (113590.840000 sec): 3 clusters
  Score: Raw -1406080.984226 + Penalty 3073.793208 = -1403007.191018
  nChanged 35
		SP:Iteration 49Q (113591.040000 sec): 3 clusters
  Score: Raw -1406096.470248 + Penalty 3073.793208 = -1403022.677041
  nChanged 33
		SP:Iteration 50Q (113591.300000 sec): 3 clusters
  Score: Raw -1406110.807526 + Penalty 3073.793208 = -1403037.014319
  nChanged 33
		SP:Iteration 51Q (113591.580000 sec): 3 clusters
  Score: Raw -1406124.007752 + Penalty 3073.793208 = -1403050.214544
  nChanged 28
		SP:Iteration 52Q (113591.810000 sec): 3 clusters
  Score: Raw -1406136.240803 + Penalty 3073.793208 = -1403062.447596
  nChanged 19
		SP:Iteration 53Q (113592.060000 sec): 3 clusters
  Score: Raw -1406145.857980 + Penalty 3073.793208 = -1403072.064772
  nChanged 22
		SP:Iteration 54Q (113592.340000 sec): 3 clusters
  Score: Raw -1406154.717099 + Penalty 3073.793208 = -1403080.923891
  nChanged 16
		SP:Iteration 55Q (113592.570000 sec): 3 clusters
  Score: Raw -1406159.501155 + Penalty 3073.793208 = -1403085.707947
  nChanged 3
		SP:Iteration 56Q (113592.820000 sec): 3 clusters
  Score: Raw -1406160.395905 + Penalty 3073.793208 = -1403086.602697
  nChanged 2
		SP:Iteration 57Q (113593.050000 sec): 3 clusters
  Score: Raw -1406160.937685 + Penalty 3073.793208 = -1403087.144477
  nChanged 2
		SP:Iteration 58Q (113593.270000 sec): 3 clusters
  Score: Raw -1406161.188356 + Penalty 3073.793208 = -1403087.395148
  nChanged 0
		SP:Iteration 59F (113593.550000 sec): 3 clusters
  Score: Raw -1406161.188356 + Penalty 3073.793208 = -1403087.395148
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (49576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113593.950000 sec): 2 clusters
  Score: Raw -5458164.815870 + Penalty 1756.830095 = -5456407.985775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113594.500000 sec): 3 clusters
  Score: Raw -5426770.193539 + Penalty 3513.660191 = -5423256.533349
  nChanged 23202
		SP:Iteration 1F (113594.960000 sec): 3 clusters
  Score: Raw -5440205.725516 + Penalty 3513.660191 = -5436692.065325
  nChanged 2330
		SP:Iteration 2Q (113595.480000 sec): 3 clusters
  Score: Raw -5441082.360548 + Penalty 3513.660191 = -5437568.700358
  nChanged 2430
		SP:Iteration 3Q (113595.930000 sec): 3 clusters
  Score: Raw -5442086.969625 + Penalty 3513.660191 = -5438573.309435
  nChanged 2508
		SP:Iteration 4F (113596.360000 sec): 3 clusters
  Score: Raw -5443236.572759 + Penalty 3513.660191 = -5439722.912568
  nChanged 2542
		SP:Iteration 5F (113596.750000 sec): 3 clusters
  Score: Raw -5444522.314181 + Penalty 3513.660191 = -5441008.653990
  nChanged 2631
		SP:Iteration 6F (113597.160000 sec): 3 clusters
  Score: Raw -5445931.769411 + Penalty 3513.660191 = -5442418.109221
  nChanged 2571
		SP:Iteration 7F (113597.580000 sec): 3 clusters
  Score: Raw -5447364.161253 + Penalty 3513.660191 = -5443850.501063
  nChanged 2434
		SP:Iteration 8Q (113598.020000 sec): 3 clusters
  Score: Raw -5448761.366925 + Penalty 3513.660191 = -5445247.706734
  nChanged 2286
		SP:Iteration 9Q (113598.440000 sec): 3 clusters
  Score: Raw -5449938.109102 + Penalty 3513.660191 = -5446424.448911
  nChanged 1860
		SP:Iteration 10Q (113598.880000 sec): 3 clusters
  Score: Raw -5450715.396260 + Penalty 3513.660191 = -5447201.736069
  nChanged 1455
		SP:Iteration 11Q (113599.280000 sec): 3 clusters
  Score: Raw -5451182.282420 + Penalty 3513.660191 = -5447668.622230
  nChanged 1037
		SP:Iteration 12Q (113599.770000 sec): 3 clusters
  Score: Raw -5451458.663264 + Penalty 3513.660191 = -5447945.003074
  nChanged 766
		SP:Iteration 13Q (113600.250000 sec): 3 clusters
  Score: Raw -5451644.881635 + Penalty 3513.660191 = -5448131.221444
  nChanged 680
		SP:Iteration 14Q (113600.670000 sec): 3 clusters
  Score: Raw -5451818.000727 + Penalty 3513.660191 = -5448304.340537
  nChanged 659
		SP:Iteration 15Q (113601.110000 sec): 3 clusters
  Score: Raw -5451995.107316 + Penalty 3513.660191 = -5448481.447126
  nChanged 718
		SP:Iteration 16Q (113601.500000 sec): 3 clusters
  Score: Raw -5452196.058988 + Penalty 3513.660191 = -5448682.398797
  nChanged 738
		SP:Iteration 17Q (113601.920000 sec): 3 clusters
  Score: Raw -5452408.363998 + Penalty 3513.660191 = -5448894.703807
  nChanged 729
		SP:Iteration 18Q (113602.390000 sec): 3 clusters
  Score: Raw -5452625.401325 + Penalty 3513.660191 = -5449111.741135
  nChanged 745
		SP:Iteration 19Q (113602.800000 sec): 3 clusters
  Score: Raw -5452863.222944 + Penalty 3513.660191 = -5449349.562753
  nChanged 780
		SP:Iteration 20F (113603.240000 sec): 3 clusters
  Score: Raw -5453132.636634 + Penalty 3513.660191 = -5449618.976443
  nChanged 833
		SP:Iteration 21Q (113603.660000 sec): 3 clusters
  Score: Raw -5453447.536787 + Penalty 3513.660191 = -5449933.876597
  nChanged 897
		SP:Iteration 22Q (113604.130000 sec): 3 clusters
  Score: Raw -5453793.826010 + Penalty 3513.660191 = -5450280.165819
  nChanged 851
		SP:Iteration 23Q (113604.580000 sec): 3 clusters
  Score: Raw -5454155.237030 + Penalty 3513.660191 = -5450641.576840
  nChanged 888
		SP:Iteration 24Q (113605.040000 sec): 3 clusters
  Score: Raw -5454567.875567 + Penalty 3513.660191 = -5451054.215376
  nChanged 880
		SP:Iteration 25Q (113605.500000 sec): 3 clusters
  Score: Raw -5454989.769654 + Penalty 3513.660191 = -5451476.109464
  nChanged 842
		SP:Iteration 26Q (113605.940000 sec): 3 clusters
  Score: Raw -5455430.102148 + Penalty 3513.660191 = -5451916.441958
  nChanged 836
		SP:Iteration 27Q (113606.370000 sec): 3 clusters
  Score: Raw -5455878.333153 + Penalty 3513.660191 = -5452364.672963
  nChanged 767
		SP:Iteration 28Q (113606.780000 sec): 3 clusters
  Score: Raw -5456274.581449 + Penalty 3513.660191 = -5452760.921258
  nChanged 696
		SP:Iteration 29Q (113607.220000 sec): 3 clusters
  Score: Raw -5456638.943549 + Penalty 3513.660191 = -5453125.283358
  nChanged 657
		SP:Iteration 30Q (113607.710000 sec): 3 clusters
  Score: Raw -5456987.750372 + Penalty 3513.660191 = -5453474.090181
  nChanged 540
		SP:Iteration 31Q (113608.190000 sec): 3 clusters
  Score: Raw -5457263.336604 + Penalty 3513.660191 = -5453749.676413
  nChanged 470
		SP:Iteration 32Q (113608.590000 sec): 3 clusters
  Score: Raw -5457507.626797 + Penalty 3513.660191 = -5453993.966606
  nChanged 414
		SP:Iteration 33Q (113609.040000 sec): 3 clusters
  Score: Raw -5457715.235340 + Penalty 3513.660191 = -5454201.575149
  nChanged 339
		SP:Iteration 34Q (113609.490000 sec): 3 clusters
  Score: Raw -5457873.597124 + Penalty 3513.660191 = -5454359.936933
  nChanged 286
		SP:Iteration 35Q (113609.950000 sec): 3 clusters
  Score: Raw -5458003.230673 + Penalty 3513.660191 = -5454489.570482
  nChanged 254
		SP:Iteration 36Q (113610.380000 sec): 3 clusters
  Score: Raw -5458118.000850 + Penalty 3513.660191 = -5454604.340659
  nChanged 249
		SP:Iteration 37Q (113610.850000 sec): 3 clusters
  Score: Raw -5458216.907996 + Penalty 3513.660191 = -5454703.247806
  nChanged 188
		SP:Iteration 38Q (113611.350000 sec): 3 clusters
  Score: Raw -5458293.247047 + Penalty 3513.660191 = -5454779.586856
  nChanged 164
		SP:Iteration 39Q (113611.800000 sec): 3 clusters
  Score: Raw -5458363.208433 + Penalty 3513.660191 = -5454849.548243
  nChanged 151
		SP:Iteration 40F (113612.320000 sec): 3 clusters
  Score: Raw -5458426.132505 + Penalty 3513.660191 = -5454912.472314
  nChanged 122
		SP:Iteration 41Q (113612.750000 sec): 3 clusters
  Score: Raw -5458479.297373 + Penalty 3513.660191 = -5454965.637183
  nChanged 131
		SP:Iteration 42Q (113613.170000 sec): 3 clusters
  Score: Raw -5458537.756449 + Penalty 3513.660191 = -5455024.096259
  nChanged 108
		SP:Iteration 43Q (113613.620000 sec): 3 clusters
  Score: Raw -5458591.208701 + Penalty 3513.660191 = -5455077.548511
  nChanged 99
		SP:Iteration 44Q (113614.050000 sec): 3 clusters
  Score: Raw -5458639.634312 + Penalty 3513.660191 = -5455125.974122
  nChanged 77
		SP:Iteration 45Q (113614.430000 sec): 3 clusters
  Score: Raw -5458676.392405 + Penalty 3513.660191 = -5455162.732215
  nChanged 71
		SP:Iteration 46Q (113614.870000 sec): 3 clusters
  Score: Raw -5458704.787957 + Penalty 3513.660191 = -5455191.127767
  nChanged 51
		SP:Iteration 47Q (113615.280000 sec): 3 clusters
  Score: Raw -5458727.164809 + Penalty 3513.660191 = -5455213.504619
  nChanged 53
		SP:Iteration 48Q (113615.790000 sec): 3 clusters
  Score: Raw -5458746.902187 + Penalty 3513.660191 = -5455233.241996
  nChanged 41
		SP:Iteration 49Q (113616.300000 sec): 3 clusters
  Score: Raw -5458760.220089 + Penalty 3513.660191 = -5455246.559898
  nChanged 33
		SP:Iteration 50Q (113616.680000 sec): 3 clusters
  Score: Raw -5458773.161691 + Penalty 3513.660191 = -5455259.501501
  nChanged 33
		SP:Iteration 51Q (113617.130000 sec): 3 clusters
  Score: Raw -5458786.023965 + Penalty 3513.660191 = -5455272.363775
  nChanged 26
		SP:Iteration 52Q (113617.590000 sec): 3 clusters
  Score: Raw -5458793.853558 + Penalty 3513.660191 = -5455280.193367
  nChanged 23
		SP:Iteration 53Q (113618.000000 sec): 3 clusters
  Score: Raw -5458800.348065 + Penalty 3513.660191 = -5455286.687874
  nChanged 18
		SP:Iteration 54Q (113618.440000 sec): 3 clusters
  Score: Raw -5458805.359991 + Penalty 3513.660191 = -5455291.699800
  nChanged 20
		SP:Iteration 55Q (113618.940000 sec): 3 clusters
  Score: Raw -5458811.810534 + Penalty 3513.660191 = -5455298.150343
  nChanged 15
		SP:Iteration 56Q (113619.430000 sec): 3 clusters
  Score: Raw -5458816.292634 + Penalty 3513.660191 = -5455302.632444
  nChanged 7
		SP:Iteration 57Q (113619.840000 sec): 3 clusters
  Score: Raw -5458817.450176 + Penalty 3513.660191 = -5455303.789986
  nChanged 8
		SP:Iteration 58Q (113620.260000 sec): 3 clusters
  Score: Raw -5458819.396784 + Penalty 3513.660191 = -5455305.736593
  nChanged 4
		SP:Iteration 59Q (113620.680000 sec): 3 clusters
  Score: Raw -5458820.194507 + Penalty 3513.660191 = -5455306.534316
  nChanged 0
		SP:Iteration 60F (113621.130000 sec): 3 clusters
  Score: Raw -5458820.194507 + Penalty 3513.660191 = -5455306.534316
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113622.110000 sec): 2 clusters
  Score: Raw -20011717.774223 + Penalty 1964.786335 = -20009752.987889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113623.230000 sec): 3 clusters
  Score: Raw -19894172.085254 + Penalty 3929.572669 = -19890242.512585
  nChanged 86123
		SP:Iteration 1F (113624.400000 sec): 3 clusters
  Score: Raw -19946008.682884 + Penalty 3929.572669 = -19942079.110215
  nChanged 6474
		SP:Iteration 2Q (113625.500000 sec): 3 clusters
  Score: Raw -19947911.355394 + Penalty 3929.572669 = -19943981.782725
  nChanged 6900
		SP:Iteration 3Q (113626.750000 sec): 3 clusters
  Score: Raw -19950212.890890 + Penalty 3929.572669 = -19946283.318221
  nChanged 7451
		SP:Iteration 4Q (113627.910000 sec): 3 clusters
  Score: Raw -19952974.964970 + Penalty 3929.572669 = -19949045.392300
  nChanged 8133
		SP:Iteration 5Q (113628.990000 sec): 3 clusters
  Score: Raw -19956392.140591 + Penalty 3929.572669 = -19952462.567922
  nChanged 8822
		SP:Iteration 6Q (113630.240000 sec): 3 clusters
  Score: Raw -19960531.485504 + Penalty 3929.572669 = -19956601.912835
  nChanged 9453
		SP:Iteration 7F (113631.390000 sec): 3 clusters
  Score: Raw -19965423.193042 + Penalty 3929.572669 = -19961493.620373
  nChanged 10035
		SP:Iteration 8F (113632.550000 sec): 3 clusters
  Score: Raw -19971114.262959 + Penalty 3929.572669 = -19967184.690290
  nChanged 10592
		SP:Iteration 9F (113633.600000 sec): 3 clusters
  Score: Raw -19977751.994314 + Penalty 3929.572669 = -19973822.421645
  nChanged 10992
		SP:Iteration 10F (113634.580000 sec): 3 clusters
  Score: Raw -19985386.897539 + Penalty 3929.572669 = -19981457.324870
  nChanged 10825
		SP:Iteration 11F (113635.690000 sec): 3 clusters
  Score: Raw -19993459.551581 + Penalty 3929.572669 = -19989529.978912
  nChanged 9274
		SP:Iteration 12F (113636.740000 sec): 3 clusters
  Score: Raw -20000667.867966 + Penalty 3929.572669 = -19996738.295297
  nChanged 6815
		SP:Iteration 13Q (113637.790000 sec): 3 clusters
  Score: Raw -20005932.707846 + Penalty 3929.572669 = -20002003.135177
  nChanged 4225
		SP:Iteration 14Q (113638.770000 sec): 3 clusters
  Score: Raw -20009011.607859 + Penalty 3929.572669 = -20005082.035190
  nChanged 2345
		SP:Iteration 15Q (113639.760000 sec): 3 clusters
  Score: Raw -20010589.345986 + Penalty 3929.572669 = -20006659.773317
  nChanged 1276
		SP:Iteration 16Q (113640.680000 sec): 3 clusters
  Score: Raw -20011421.484573 + Penalty 3929.572669 = -20007491.911904
  nChanged 728
		SP:Iteration 17Q (113641.590000 sec): 3 clusters
  Score: Raw -20011890.395775 + Penalty 3929.572669 = -20007960.823106
  nChanged 469
		SP:Iteration 18Q (113642.550000 sec): 3 clusters
  Score: Raw -20012163.889806 + Penalty 3929.572669 = -20008234.317137
  nChanged 329
		SP:Iteration 19Q (113643.500000 sec): 3 clusters
  Score: Raw -20012322.609832 + Penalty 3929.572669 = -20008393.037163
  nChanged 237
		SP:Iteration 20F (113644.570000 sec): 3 clusters
  Score: Raw -20012426.888100 + Penalty 3929.572669 = -20008497.315430
  nChanged 174
		SP:Iteration 21Q (113645.660000 sec): 3 clusters
  Score: Raw -20012491.101701 + Penalty 3929.572669 = -20008561.529032
  nChanged 125
		SP:Iteration 22Q (113646.630000 sec): 3 clusters
  Score: Raw -20012534.315268 + Penalty 3929.572669 = -20008604.742599
  nChanged 97
		SP:Iteration 23Q (113647.680000 sec): 3 clusters
  Score: Raw -20012564.416482 + Penalty 3929.572669 = -20008634.843813
  nChanged 72
		SP:Iteration 24Q (113648.680000 sec): 3 clusters
  Score: Raw -20012584.134201 + Penalty 3929.572669 = -20008654.561532
  nChanged 62
		SP:Iteration 25Q (113649.640000 sec): 3 clusters
  Score: Raw -20012596.063437 + Penalty 3929.572669 = -20008666.490768
  nChanged 38
		SP:Iteration 26Q (113650.570000 sec): 3 clusters
  Score: Raw -20012604.604932 + Penalty 3929.572669 = -20008675.032263
  nChanged 39
		SP:Iteration 27Q (113651.670000 sec): 3 clusters
  Score: Raw -20012612.834638 + Penalty 3929.572669 = -20008683.261969
  nChanged 30
		SP:Iteration 28Q (113652.730000 sec): 3 clusters
  Score: Raw -20012618.043449 + Penalty 3929.572669 = -20008688.470780
  nChanged 19
		SP:Iteration 29Q (113653.770000 sec): 3 clusters
  Score: Raw -20012621.455423 + Penalty 3929.572669 = -20008691.882754
  nChanged 20
		SP:Iteration 30Q (113654.860000 sec): 3 clusters
  Score: Raw -20012624.036834 + Penalty 3929.572669 = -20008694.464165
  nChanged 15
		SP:Iteration 31Q (113655.890000 sec): 3 clusters
  Score: Raw -20012626.951947 + Penalty 3929.572669 = -20008697.379278
  nChanged 15
		SP:Iteration 32Q (113657.080000 sec): 3 clusters
  Score: Raw -20012629.634021 + Penalty 3929.572669 = -20008700.061352
  nChanged 15
		SP:Iteration 33Q (113658.110000 sec): 3 clusters
  Score: Raw -20012632.354015 + Penalty 3929.572669 = -20008702.781346
  nChanged 16
		SP:Iteration 34Q (113659.230000 sec): 3 clusters
  Score: Raw -20012635.340303 + Penalty 3929.572669 = -20008705.767634
  nChanged 14
		SP:Iteration 35Q (113660.300000 sec): 3 clusters
  Score: Raw -20012638.232586 + Penalty 3929.572669 = -20008708.659917
  nChanged 15
		SP:Iteration 36Q (113661.410000 sec): 3 clusters
  Score: Raw -20012641.019622 + Penalty 3929.572669 = -20008711.446953
  nChanged 17
		SP:Iteration 37Q (113662.650000 sec): 3 clusters
  Score: Raw -20012643.379051 + Penalty 3929.572669 = -20008713.806381
  nChanged 12
		SP:Iteration 38Q (113663.710000 sec): 3 clusters
  Score: Raw -20012645.881289 + Penalty 3929.572669 = -20008716.308620
  nChanged 9
		SP:Iteration 39Q (113665.090000 sec): 3 clusters
  Score: Raw -20012647.048966 + Penalty 3929.572669 = -20008717.476297
  nChanged 8
		SP:Iteration 40F (113666.610000 sec): 3 clusters
  Score: Raw -20012647.967620 + Penalty 3929.572669 = -20008718.394951
  nChanged 3
		SP:Iteration 41Q (113667.940000 sec): 3 clusters
  Score: Raw -20012648.464333 + Penalty 3929.572669 = -20008718.891664
  nChanged 0
		SP:Iteration 42F (113669.190000 sec): 3 clusters
  Score: Raw -20012648.464333 + Penalty 3929.572669 = -20008718.891664
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113669.570000 sec): 2 clusters
  Score: Raw -2220166.653826 + Penalty 1625.798744 = -2218540.855082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113669.940000 sec): 3 clusters
  Score: Raw -2206740.478264 + Penalty 3251.597487 = -2203488.880777
  nChanged 10077
		SP:Iteration 1F (113670.210000 sec): 3 clusters
  Score: Raw -2212905.828064 + Penalty 3251.597487 = -2209654.230576
  nChanged 1656
		SP:Iteration 2F (113670.520000 sec): 3 clusters
  Score: Raw -2213994.427000 + Penalty 3251.597487 = -2210742.829513
  nChanged 1760
		SP:Iteration 3F (113670.830000 sec): 3 clusters
  Score: Raw -2215308.674226 + Penalty 3251.597487 = -2212057.076739
  nChanged 1715
		SP:Iteration 4F (113671.140000 sec): 3 clusters
  Score: Raw -2216618.950085 + Penalty 3251.597487 = -2213367.352598
  nChanged 1524
		SP:Iteration 5F (113671.510000 sec): 3 clusters
  Score: Raw -2217689.133772 + Penalty 3251.597487 = -2214437.536285
  nChanged 1217
		SP:Iteration 6F (113671.900000 sec): 3 clusters
  Score: Raw -2218501.202456 + Penalty 3251.597487 = -2215249.604969
  nChanged 962
		SP:Iteration 7Q (113672.240000 sec): 3 clusters
  Score: Raw -2219194.600733 + Penalty 3251.597487 = -2215943.003246
  nChanged 784
		SP:Iteration 8Q (113672.650000 sec): 3 clusters
  Score: Raw -2219735.682225 + Penalty 3251.597487 = -2216484.084738
  nChanged 619
		SP:Iteration 9Q (113673.000000 sec): 3 clusters
  Score: Raw -2220140.595872 + Penalty 3251.597487 = -2216888.998384
  nChanged 452
		SP:Iteration 10Q (113673.320000 sec): 3 clusters
  Score: Raw -2220412.722693 + Penalty 3251.597487 = -2217161.125206
  nChanged 336
		SP:Iteration 11Q (113673.620000 sec): 3 clusters
  Score: Raw -2220595.282314 + Penalty 3251.597487 = -2217343.684827
  nChanged 274
		SP:Iteration 12Q (113673.920000 sec): 3 clusters
  Score: Raw -2220750.636987 + Penalty 3251.597487 = -2217499.039500
  nChanged 214
		SP:Iteration 13Q (113674.170000 sec): 3 clusters
  Score: Raw -2220873.613701 + Penalty 3251.597487 = -2217622.016214
  nChanged 168
		SP:Iteration 14Q (113674.450000 sec): 3 clusters
  Score: Raw -2220956.097841 + Penalty 3251.597487 = -2217704.500354
  nChanged 123
		SP:Iteration 15Q (113674.780000 sec): 3 clusters
  Score: Raw -2221007.345496 + Penalty 3251.597487 = -2217755.748009
  nChanged 97
		SP:Iteration 16Q (113675.050000 sec): 3 clusters
  Score: Raw -2221045.332429 + Penalty 3251.597487 = -2217793.734942
  nChanged 82
		SP:Iteration 17Q (113675.390000 sec): 3 clusters
  Score: Raw -2221072.570949 + Penalty 3251.597487 = -2217820.973462
  nChanged 68
		SP:Iteration 18Q (113675.700000 sec): 3 clusters
  Score: Raw -2221091.811534 + Penalty 3251.597487 = -2217840.214047
  nChanged 53
		SP:Iteration 19Q (113675.950000 sec): 3 clusters
  Score: Raw -2221107.151010 + Penalty 3251.597487 = -2217855.553523
  nChanged 45
		SP:Iteration 20F (113676.290000 sec): 3 clusters
  Score: Raw -2221123.371213 + Penalty 3251.597487 = -2217871.773726
  nChanged 49
		SP:Iteration 21Q (113676.600000 sec): 3 clusters
  Score: Raw -2221137.380010 + Penalty 3251.597487 = -2217885.782523
  nChanged 41
		SP:Iteration 22Q (113676.850000 sec): 3 clusters
  Score: Raw -2221152.517913 + Penalty 3251.597487 = -2217900.920426
  nChanged 49
		SP:Iteration 23Q (113677.160000 sec): 3 clusters
  Score: Raw -2221171.355691 + Penalty 3251.597487 = -2217919.758204
  nChanged 53
		SP:Iteration 24Q (113677.390000 sec): 3 clusters
  Score: Raw -2221189.824091 + Penalty 3251.597487 = -2217938.226604
  nChanged 42
		SP:Iteration 25Q (113677.730000 sec): 3 clusters
  Score: Raw -2221202.930392 + Penalty 3251.597487 = -2217951.332905
  nChanged 35
		SP:Iteration 26Q (113678.080000 sec): 3 clusters
  Score: Raw -2221212.836684 + Penalty 3251.597487 = -2217961.239197
  nChanged 29
		SP:Iteration 27Q (113678.360000 sec): 3 clusters
  Score: Raw -2221218.927444 + Penalty 3251.597487 = -2217967.329957
  nChanged 21
		SP:Iteration 28Q (113678.630000 sec): 3 clusters
  Score: Raw -2221224.168941 + Penalty 3251.597487 = -2217972.571454
  nChanged 20
		SP:Iteration 29Q (113678.970000 sec): 3 clusters
  Score: Raw -2221229.324341 + Penalty 3251.597487 = -2217977.726854
  nChanged 15
		SP:Iteration 30Q (113679.260000 sec): 3 clusters
  Score: Raw -2221232.697473 + Penalty 3251.597487 = -2217981.099986
  nChanged 14
		SP:Iteration 31Q (113679.520000 sec): 3 clusters
  Score: Raw -2221235.591577 + Penalty 3251.597487 = -2217983.994090
  nChanged 12
		SP:Iteration 32Q (113679.820000 sec): 3 clusters
  Score: Raw -2221239.138987 + Penalty 3251.597487 = -2217987.541500
  nChanged 17
		SP:Iteration 33Q (113680.130000 sec): 3 clusters
  Score: Raw -2221245.653178 + Penalty 3251.597487 = -2217994.055691
  nChanged 22
		SP:Iteration 34Q (113680.430000 sec): 3 clusters
  Score: Raw -2221252.646019 + Penalty 3251.597487 = -2218001.048532
  nChanged 22
		SP:Iteration 35Q (113680.750000 sec): 3 clusters
  Score: Raw -2221258.969122 + Penalty 3251.597487 = -2218007.371635
  nChanged 24
		SP:Iteration 36Q (113681.050000 sec): 3 clusters
  Score: Raw -2221267.134114 + Penalty 3251.597487 = -2218015.536627
  nChanged 24
		SP:Iteration 37Q (113681.390000 sec): 3 clusters
  Score: Raw -2221272.736553 + Penalty 3251.597487 = -2218021.139066
  nChanged 13
		SP:Iteration 38Q (113681.780000 sec): 3 clusters
  Score: Raw -2221276.481323 + Penalty 3251.597487 = -2218024.883835
  nChanged 19
		SP:Iteration 39Q (113682.070000 sec): 3 clusters
  Score: Raw -2221281.907304 + Penalty 3251.597487 = -2218030.309817
  nChanged 12
		SP:Iteration 40F (113682.400000 sec): 3 clusters
  Score: Raw -2221285.383141 + Penalty 3251.597487 = -2218033.785654
  nChanged 15
		SP:Iteration 41Q (113682.770000 sec): 3 clusters
  Score: Raw -2221289.851077 + Penalty 3251.597487 = -2218038.253590
  nChanged 22
		SP:Iteration 42Q (113683.080000 sec): 3 clusters
  Score: Raw -2221297.420850 + Penalty 3251.597487 = -2218045.823363
  nChanged 16
		SP:Iteration 43Q (113683.370000 sec): 3 clusters
  Score: Raw -2221301.698072 + Penalty 3251.597487 = -2218050.100585
  nChanged 9
		SP:Iteration 44Q (113683.690000 sec): 3 clusters
  Score: Raw -2221303.364641 + Penalty 3251.597487 = -2218051.767154
  nChanged 6
		SP:Iteration 45Q (113684.010000 sec): 3 clusters
  Score: Raw -2221303.975126 + Penalty 3251.597487 = -2218052.377639
  nChanged 5
		SP:Iteration 46Q (113684.330000 sec): 3 clusters
  Score: Raw -2221304.788149 + Penalty 3251.597487 = -2218053.190662
  nChanged 3
		SP:Iteration 47Q (113684.600000 sec): 3 clusters
  Score: Raw -2221305.255682 + Penalty 3251.597487 = -2218053.658194
  nChanged 3
		SP:Iteration 48Q (113684.890000 sec): 3 clusters
  Score: Raw -2221305.710025 + Penalty 3251.597487 = -2218054.112538
  nChanged 2
		SP:Iteration 49Q (113685.230000 sec): 3 clusters
  Score: Raw -2221305.857771 + Penalty 3251.597487 = -2218054.260284
  nChanged 0
		SP:Iteration 50F (113685.540000 sec): 3 clusters
  Score: Raw -2221305.857771 + Penalty 3251.597487 = -2218054.260284
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113685.660000 sec): 2 clusters
  Score: Raw -1059527.383489 + Penalty 1473.751099 = -1058053.632390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113685.950000 sec): 3 clusters
  Score: Raw -1054647.785929 + Penalty 2947.502198 = -1051700.283732
  nChanged 3703
		SP:Iteration 1F (113686.220000 sec): 3 clusters
  Score: Raw -1056612.293066 + Penalty 2947.502198 = -1053664.790868
  nChanged 525
		SP:Iteration 2F (113686.490000 sec): 3 clusters
  Score: Raw -1056818.750981 + Penalty 2947.502198 = -1053871.248783
  nChanged 425
		SP:Iteration 3Q (113686.690000 sec): 3 clusters
  Score: Raw -1057003.720029 + Penalty 2947.502198 = -1054056.217831
  nChanged 361
		SP:Iteration 4Q (113686.910000 sec): 3 clusters
  Score: Raw -1057182.000368 + Penalty 2947.502198 = -1054234.498170
  nChanged 371
		SP:Iteration 5Q (113687.090000 sec): 3 clusters
  Score: Raw -1057358.805040 + Penalty 2947.502198 = -1054411.302843
  nChanged 342
		SP:Iteration 6Q (113687.310000 sec): 3 clusters
  Score: Raw -1057518.634348 + Penalty 2947.502198 = -1054571.132150
  nChanged 314
		SP:Iteration 7Q (113687.490000 sec): 3 clusters
  Score: Raw -1057677.402067 + Penalty 2947.502198 = -1054729.899870
  nChanged 302
		SP:Iteration 8Q (113687.690000 sec): 3 clusters
  Score: Raw -1057836.447762 + Penalty 2947.502198 = -1054888.945565
  nChanged 301
		SP:Iteration 9Q (113687.970000 sec): 3 clusters
  Score: Raw -1057995.938470 + Penalty 2947.502198 = -1055048.436272
  nChanged 299
		SP:Iteration 10Q (113688.250000 sec): 3 clusters
  Score: Raw -1058143.840971 + Penalty 2947.502198 = -1055196.338773
  nChanged 268
		SP:Iteration 11Q (113688.500000 sec): 3 clusters
  Score: Raw -1058285.792939 + Penalty 2947.502198 = -1055338.290742
  nChanged 276
		SP:Iteration 12Q (113688.750000 sec): 3 clusters
  Score: Raw -1058431.793309 + Penalty 2947.502198 = -1055484.291111
  nChanged 246
		SP:Iteration 13Q (113689.010000 sec): 3 clusters
  Score: Raw -1058558.786436 + Penalty 2947.502198 = -1055611.284239
  nChanged 247
		SP:Iteration 14Q (113689.270000 sec): 3 clusters
  Score: Raw -1058707.507015 + Penalty 2947.502198 = -1055760.004818
  nChanged 252
		SP:Iteration 15Q (113689.470000 sec): 3 clusters
  Score: Raw -1058874.062167 + Penalty 2947.502198 = -1055926.559970
  nChanged 255
		SP:Iteration 16Q (113689.710000 sec): 3 clusters
  Score: Raw -1059014.490459 + Penalty 2947.502198 = -1056066.988261
  nChanged 172
		SP:Iteration 17Q (113689.920000 sec): 3 clusters
  Score: Raw -1059105.027194 + Penalty 2947.502198 = -1056157.524997
  nChanged 167
		SP:Iteration 18Q (113690.110000 sec): 3 clusters
  Score: Raw -1059187.815602 + Penalty 2947.502198 = -1056240.313405
  nChanged 167
		SP:Iteration 19Q (113690.340000 sec): 3 clusters
  Score: Raw -1059275.888527 + Penalty 2947.502198 = -1056328.386329
  nChanged 129
		SP:Iteration 20F (113690.620000 sec): 3 clusters
  Score: Raw -1059331.924273 + Penalty 2947.502198 = -1056384.422075
  nChanged 94
		SP:Iteration 21Q (113690.820000 sec): 3 clusters
  Score: Raw -1059373.257485 + Penalty 2947.502198 = -1056425.755287
  nChanged 89
		SP:Iteration 22Q (113691.020000 sec): 3 clusters
  Score: Raw -1059407.036025 + Penalty 2947.502198 = -1056459.533827
  nChanged 75
		SP:Iteration 23Q (113691.240000 sec): 3 clusters
  Score: Raw -1059434.966348 + Penalty 2947.502198 = -1056487.464151
  nChanged 49
		SP:Iteration 24Q (113691.460000 sec): 3 clusters
  Score: Raw -1059454.467037 + Penalty 2947.502198 = -1056506.964840
  nChanged 62
		SP:Iteration 25Q (113691.670000 sec): 3 clusters
  Score: Raw -1059473.992836 + Penalty 2947.502198 = -1056526.490638
  nChanged 42
		SP:Iteration 26Q (113691.850000 sec): 3 clusters
  Score: Raw -1059486.926240 + Penalty 2947.502198 = -1056539.424042
  nChanged 29
		SP:Iteration 27Q (113692.030000 sec): 3 clusters
  Score: Raw -1059495.942808 + Penalty 2947.502198 = -1056548.440610
  nChanged 35
		SP:Iteration 28Q (113692.270000 sec): 3 clusters
  Score: Raw -1059508.597688 + Penalty 2947.502198 = -1056561.095491
  nChanged 29
		SP:Iteration 29Q (113692.470000 sec): 3 clusters
  Score: Raw -1059520.819946 + Penalty 2947.502198 = -1056573.317749
  nChanged 26
		SP:Iteration 30Q (113692.710000 sec): 3 clusters
  Score: Raw -1059529.617085 + Penalty 2947.502198 = -1056582.114888
  nChanged 26
		SP:Iteration 31Q (113692.960000 sec): 3 clusters
  Score: Raw -1059538.006900 + Penalty 2947.502198 = -1056590.504702
  nChanged 26
		SP:Iteration 32Q (113693.170000 sec): 3 clusters
  Score: Raw -1059549.439553 + Penalty 2947.502198 = -1056601.937356
  nChanged 31
		SP:Iteration 33Q (113693.400000 sec): 3 clusters
  Score: Raw -1059561.491949 + Penalty 2947.502198 = -1056613.989752
  nChanged 32
		SP:Iteration 34Q (113693.650000 sec): 3 clusters
  Score: Raw -1059575.514987 + Penalty 2947.502198 = -1056628.012789
  nChanged 32
		SP:Iteration 35Q (113693.870000 sec): 3 clusters
  Score: Raw -1059585.888302 + Penalty 2947.502198 = -1056638.386104
  nChanged 20
		SP:Iteration 36Q (113694.090000 sec): 3 clusters
  Score: Raw -1059591.386012 + Penalty 2947.502198 = -1056643.883814
  nChanged 19
		SP:Iteration 37Q (113694.360000 sec): 3 clusters
  Score: Raw -1059598.754524 + Penalty 2947.502198 = -1056651.252327
  nChanged 24
		SP:Iteration 38Q (113694.560000 sec): 3 clusters
  Score: Raw -1059607.013020 + Penalty 2947.502198 = -1056659.510822
  nChanged 24
		SP:Iteration 39Q (113694.780000 sec): 3 clusters
  Score: Raw -1059614.995790 + Penalty 2947.502198 = -1056667.493593
  nChanged 18
		SP:Iteration 40F (113695.020000 sec): 3 clusters
  Score: Raw -1059620.069407 + Penalty 2947.502198 = -1056672.567210
  nChanged 13
		SP:Iteration 41Q (113695.270000 sec): 3 clusters
  Score: Raw -1059625.833543 + Penalty 2947.502198 = -1056678.331345
  nChanged 17
		SP:Iteration 42Q (113695.560000 sec): 3 clusters
  Score: Raw -1059632.711573 + Penalty 2947.502198 = -1056685.209375
  nChanged 14
		SP:Iteration 43Q (113695.750000 sec): 3 clusters
  Score: Raw -1059639.048528 + Penalty 2947.502198 = -1056691.546330
  nChanged 27
		SP:Iteration 44Q (113696.040000 sec): 3 clusters
  Score: Raw -1059651.314272 + Penalty 2947.502198 = -1056703.812074
  nChanged 24
		SP:Iteration 45Q (113696.240000 sec): 3 clusters
  Score: Raw -1059661.985582 + Penalty 2947.502198 = -1056714.483384
  nChanged 30
		SP:Iteration 46Q (113696.560000 sec): 3 clusters
  Score: Raw -1059674.957814 + Penalty 2947.502198 = -1056727.455616
  nChanged 29
		SP:Iteration 47Q (113696.760000 sec): 3 clusters
  Score: Raw -1059688.911055 + Penalty 2947.502198 = -1056741.408857
  nChanged 27
		SP:Iteration 48Q (113696.970000 sec): 3 clusters
  Score: Raw -1059700.627829 + Penalty 2947.502198 = -1056753.125631
  nChanged 26
		SP:Iteration 49Q (113697.160000 sec): 3 clusters
  Score: Raw -1059711.014945 + Penalty 2947.502198 = -1056763.512747
  nChanged 16
		SP:Iteration 50Q (113697.360000 sec): 3 clusters
  Score: Raw -1059717.343111 + Penalty 2947.502198 = -1056769.840914
  nChanged 23
		SP:Iteration 51Q (113697.560000 sec): 3 clusters
  Score: Raw -1059728.485375 + Penalty 2947.502198 = -1056780.983178
  nChanged 27
		SP:Iteration 52Q (113697.780000 sec): 3 clusters
  Score: Raw -1059741.233419 + Penalty 2947.502198 = -1056793.731222
  nChanged 26
		SP:Iteration 53Q (113698.010000 sec): 3 clusters
  Score: Raw -1059749.926514 + Penalty 2947.502198 = -1056802.424317
  nChanged 17
		SP:Iteration 54Q (113698.220000 sec): 3 clusters
  Score: Raw -1059757.106153 + Penalty 2947.502198 = -1056809.603955
  nChanged 15
		SP:Iteration 55Q (113698.420000 sec): 3 clusters
  Score: Raw -1059763.179018 + Penalty 2947.502198 = -1056815.676821
  nChanged 15
		SP:Iteration 56Q (113698.660000 sec): 3 clusters
  Score: Raw -1059770.459082 + Penalty 2947.502198 = -1056822.956884
  nChanged 14
		SP:Iteration 57Q (113698.840000 sec): 3 clusters
  Score: Raw -1059776.326738 + Penalty 2947.502198 = -1056828.824541
  nChanged 11
		SP:Iteration 58Q (113699.080000 sec): 3 clusters
  Score: Raw -1059779.870688 + Penalty 2947.502198 = -1056832.368491
  nChanged 9
		SP:Iteration 59Q (113699.330000 sec): 3 clusters
  Score: Raw -1059782.922117 + Penalty 2947.502198 = -1056835.419919
  nChanged 10
		SP:Iteration 60F (113699.530000 sec): 3 clusters
  Score: Raw -1059787.223139 + Penalty 2947.502198 = -1056839.720941
  nChanged 11
		SP:Iteration 61Q (113699.750000 sec): 3 clusters
  Score: Raw -1059791.873299 + Penalty 2947.502198 = -1056844.371102
  nChanged 6
		SP:Iteration 62Q (113699.950000 sec): 3 clusters
  Score: Raw -1059794.698429 + Penalty 2947.502198 = -1056847.196231
  nChanged 9
		SP:Iteration 63Q (113700.160000 sec): 3 clusters
  Score: Raw -1059799.656840 + Penalty 2947.502198 = -1056852.154643
  nChanged 9
		SP:Iteration 64Q (113700.350000 sec): 3 clusters
  Score: Raw -1059804.037616 + Penalty 2947.502198 = -1056856.535418
  nChanged 9
		SP:Iteration 65Q (113700.590000 sec): 3 clusters
  Score: Raw -1059807.312792 + Penalty 2947.502198 = -1056859.810594
  nChanged 8
		SP:Iteration 66Q (113700.820000 sec): 3 clusters
  Score: Raw -1059810.758505 + Penalty 2947.502198 = -1056863.256307
  nChanged 7
		SP:Iteration 67Q (113701.040000 sec): 3 clusters
  Score: Raw -1059813.363204 + Penalty 2947.502198 = -1056865.861006
  nChanged 6
		SP:Iteration 68Q (113701.230000 sec): 3 clusters
  Score: Raw -1059814.739615 + Penalty 2947.502198 = -1056867.237417
  nChanged 4
		SP:Iteration 69Q (113701.430000 sec): 3 clusters
  Score: Raw -1059816.307831 + Penalty 2947.502198 = -1056868.805633
  nChanged 3
		SP:Iteration 70Q (113701.710000 sec): 3 clusters
  Score: Raw -1059817.627223 + Penalty 2947.502198 = -1056870.125026
  nChanged 3
		SP:Iteration 71Q (113701.920000 sec): 3 clusters
  Score: Raw -1059820.029732 + Penalty 2947.502198 = -1056872.527534
  nChanged 7
		SP:Iteration 72Q (113702.130000 sec): 3 clusters
  Score: Raw -1059822.088763 + Penalty 2947.502198 = -1056874.586566
  nChanged 2
		SP:Iteration 73Q (113702.370000 sec): 3 clusters
  Score: Raw -1059822.598068 + Penalty 2947.502198 = -1056875.095871
  nChanged 2
		SP:Iteration 74Q (113702.560000 sec): 3 clusters
  Score: Raw -1059824.610634 + Penalty 2947.502198 = -1056877.108436
  nChanged 6
		SP:Iteration 75Q (113702.800000 sec): 3 clusters
  Score: Raw -1059827.589681 + Penalty 2947.502198 = -1056880.087483
  nChanged 2
		SP:Iteration 76Q (113703.050000 sec): 3 clusters
  Score: Raw -1059828.221062 + Penalty 2947.502198 = -1056880.718864
  nChanged 3
		SP:Iteration 77Q (113703.250000 sec): 3 clusters
  Score: Raw -1059828.832882 + Penalty 2947.502198 = -1056881.330685
  nChanged 0
		SP:Iteration 78F (113703.470000 sec): 3 clusters
  Score: Raw -1059828.832882 + Penalty 2947.502198 = -1056881.330685
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113703.720000 sec): 2 clusters
  Score: Raw -2766059.137901 + Penalty 1640.252241 = -2764418.885659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113704.110000 sec): 3 clusters
  Score: Raw -2751365.491113 + Penalty 3280.504483 = -2748084.986630
  nChanged 11020
		SP:Iteration 1F (113704.460000 sec): 3 clusters
  Score: Raw -2757624.481213 + Penalty 3280.504483 = -2754343.976730
  nChanged 1235
		SP:Iteration 2F (113704.760000 sec): 3 clusters
  Score: Raw -2758157.949139 + Penalty 3280.504483 = -2754877.444656
  nChanged 1336
		SP:Iteration 3F (113705.090000 sec): 3 clusters
  Score: Raw -2758799.787287 + Penalty 3280.504483 = -2755519.282804
  nChanged 1479
		SP:Iteration 4F (113705.370000 sec): 3 clusters
  Score: Raw -2759594.138137 + Penalty 3280.504483 = -2756313.633654
  nChanged 1538
		SP:Iteration 5F (113705.690000 sec): 3 clusters
  Score: Raw -2760521.112825 + Penalty 3280.504483 = -2757240.608342
  nChanged 1447
		SP:Iteration 6F (113706.010000 sec): 3 clusters
  Score: Raw -2761438.950053 + Penalty 3280.504483 = -2758158.445570
  nChanged 1354
		SP:Iteration 7F (113706.260000 sec): 3 clusters
  Score: Raw -2762351.958986 + Penalty 3280.504483 = -2759071.454503
  nChanged 1222
		SP:Iteration 8F (113706.610000 sec): 3 clusters
  Score: Raw -2763189.838357 + Penalty 3280.504483 = -2759909.333874
  nChanged 913
		SP:Iteration 9Q (113706.880000 sec): 3 clusters
  Score: Raw -2763786.691843 + Penalty 3280.504483 = -2760506.187360
  nChanged 778
		SP:Iteration 10Q (113707.190000 sec): 3 clusters
  Score: Raw -2764257.883627 + Penalty 3280.504483 = -2760977.379144
  nChanged 588
		SP:Iteration 11Q (113707.520000 sec): 3 clusters
  Score: Raw -2764589.478200 + Penalty 3280.504483 = -2761308.973717
  nChanged 478
		SP:Iteration 12Q (113707.810000 sec): 3 clusters
  Score: Raw -2764819.419269 + Penalty 3280.504483 = -2761538.914786
  nChanged 387
		SP:Iteration 13Q (113708.180000 sec): 3 clusters
  Score: Raw -2764985.847521 + Penalty 3280.504483 = -2761705.343038
  nChanged 352
		SP:Iteration 14Q (113708.520000 sec): 3 clusters
  Score: Raw -2765143.322153 + Penalty 3280.504483 = -2761862.817670
  nChanged 344
		SP:Iteration 15Q (113708.920000 sec): 3 clusters
  Score: Raw -2765301.448168 + Penalty 3280.504483 = -2762020.943685
  nChanged 309
		SP:Iteration 16Q (113709.230000 sec): 3 clusters
  Score: Raw -2765431.297429 + Penalty 3280.504483 = -2762150.792946
  nChanged 292
		SP:Iteration 17Q (113709.530000 sec): 3 clusters
  Score: Raw -2765558.639502 + Penalty 3280.504483 = -2762278.135019
  nChanged 249
		SP:Iteration 18Q (113709.870000 sec): 3 clusters
  Score: Raw -2765659.865305 + Penalty 3280.504483 = -2762379.360822
  nChanged 238
		SP:Iteration 19Q (113710.180000 sec): 3 clusters
  Score: Raw -2765763.476748 + Penalty 3280.504483 = -2762482.972265
  nChanged 217
		SP:Iteration 20F (113710.520000 sec): 3 clusters
  Score: Raw -2765852.417342 + Penalty 3280.504483 = -2762571.912860
  nChanged 192
		SP:Iteration 21Q (113710.810000 sec): 3 clusters
  Score: Raw -2765925.729441 + Penalty 3280.504483 = -2762645.224959
  nChanged 160
		SP:Iteration 22Q (113711.110000 sec): 3 clusters
  Score: Raw -2765982.359834 + Penalty 3280.504483 = -2762701.855351
  nChanged 147
		SP:Iteration 23Q (113711.410000 sec): 3 clusters
  Score: Raw -2766036.799356 + Penalty 3280.504483 = -2762756.294873
  nChanged 137
		SP:Iteration 24Q (113711.730000 sec): 3 clusters
  Score: Raw -2766083.966227 + Penalty 3280.504483 = -2762803.461744
  nChanged 107
		SP:Iteration 25Q (113712.080000 sec): 3 clusters
  Score: Raw -2766122.569925 + Penalty 3280.504483 = -2762842.065443
  nChanged 98
		SP:Iteration 26Q (113712.430000 sec): 3 clusters
  Score: Raw -2766156.883065 + Penalty 3280.504483 = -2762876.378582
  nChanged 81
		SP:Iteration 27Q (113712.710000 sec): 3 clusters
  Score: Raw -2766183.439605 + Penalty 3280.504483 = -2762902.935122
  nChanged 70
		SP:Iteration 28Q (113713.070000 sec): 3 clusters
  Score: Raw -2766202.817085 + Penalty 3280.504483 = -2762922.312602
  nChanged 70
		SP:Iteration 29Q (113713.350000 sec): 3 clusters
  Score: Raw -2766223.418155 + Penalty 3280.504483 = -2762942.913672
  nChanged 61
		SP:Iteration 30Q (113713.650000 sec): 3 clusters
  Score: Raw -2766241.034316 + Penalty 3280.504483 = -2762960.529833
  nChanged 62
		SP:Iteration 31Q (113714.010000 sec): 3 clusters
  Score: Raw -2766259.154454 + Penalty 3280.504483 = -2762978.649971
  nChanged 66
		SP:Iteration 32Q (113714.310000 sec): 3 clusters
  Score: Raw -2766278.482300 + Penalty 3280.504483 = -2762997.977817
  nChanged 53
		SP:Iteration 33Q (113714.650000 sec): 3 clusters
  Score: Raw -2766293.938072 + Penalty 3280.504483 = -2763013.433589
  nChanged 49
		SP:Iteration 34Q (113715.050000 sec): 3 clusters
  Score: Raw -2766309.938481 + Penalty 3280.504483 = -2763029.433998
  nChanged 48
		SP:Iteration 35Q (113715.410000 sec): 3 clusters
  Score: Raw -2766322.358378 + Penalty 3280.504483 = -2763041.853895
  nChanged 40
		SP:Iteration 36Q (113715.710000 sec): 3 clusters
  Score: Raw -2766334.178888 + Penalty 3280.504483 = -2763053.674405
  nChanged 43
		SP:Iteration 37Q (113716.000000 sec): 3 clusters
  Score: Raw -2766345.141559 + Penalty 3280.504483 = -2763064.637076
  nChanged 33
		SP:Iteration 38Q (113716.300000 sec): 3 clusters
  Score: Raw -2766352.110907 + Penalty 3280.504483 = -2763071.606424
  nChanged 23
		SP:Iteration 39Q (113716.630000 sec): 3 clusters
  Score: Raw -2766357.312476 + Penalty 3280.504483 = -2763076.807993
  nChanged 23
		SP:Iteration 40F (113716.900000 sec): 3 clusters
  Score: Raw -2766362.575915 + Penalty 3280.504483 = -2763082.071432
  nChanged 26
		SP:Iteration 41Q (113717.190000 sec): 3 clusters
  Score: Raw -2766368.456944 + Penalty 3280.504483 = -2763087.952461
  nChanged 27
		SP:Iteration 42Q (113717.570000 sec): 3 clusters
  Score: Raw -2766374.211718 + Penalty 3280.504483 = -2763093.707236
  nChanged 25
		SP:Iteration 43Q (113717.890000 sec): 3 clusters
  Score: Raw -2766378.826411 + Penalty 3280.504483 = -2763098.321928
  nChanged 20
		SP:Iteration 44Q (113718.230000 sec): 3 clusters
  Score: Raw -2766382.970285 + Penalty 3280.504483 = -2763102.465802
  nChanged 20
		SP:Iteration 45Q (113718.610000 sec): 3 clusters
  Score: Raw -2766387.694378 + Penalty 3280.504483 = -2763107.189895
  nChanged 18
		SP:Iteration 46Q (113718.920000 sec): 3 clusters
  Score: Raw -2766392.134239 + Penalty 3280.504483 = -2763111.629757
  nChanged 17
		SP:Iteration 47Q (113719.250000 sec): 3 clusters
  Score: Raw -2766396.753105 + Penalty 3280.504483 = -2763116.248622
  nChanged 21
		SP:Iteration 48Q (113719.540000 sec): 3 clusters
  Score: Raw -2766401.126833 + Penalty 3280.504483 = -2763120.622351
  nChanged 13
		SP:Iteration 49Q (113719.840000 sec): 3 clusters
  Score: Raw -2766404.705207 + Penalty 3280.504483 = -2763124.200724
  nChanged 14
		SP:Iteration 50Q (113720.130000 sec): 3 clusters
  Score: Raw -2766408.266603 + Penalty 3280.504483 = -2763127.762121
  nChanged 17
		SP:Iteration 51Q (113720.460000 sec): 3 clusters
  Score: Raw -2766412.466330 + Penalty 3280.504483 = -2763131.961847
  nChanged 13
		SP:Iteration 52Q (113720.780000 sec): 3 clusters
  Score: Raw -2766415.229973 + Penalty 3280.504483 = -2763134.725490
  nChanged 12
		SP:Iteration 53Q (113721.060000 sec): 3 clusters
  Score: Raw -2766417.433747 + Penalty 3280.504483 = -2763136.929264
  nChanged 11
		SP:Iteration 54Q (113721.400000 sec): 3 clusters
  Score: Raw -2766419.722545 + Penalty 3280.504483 = -2763139.218063
  nChanged 13
		SP:Iteration 55Q (113721.690000 sec): 3 clusters
  Score: Raw -2766422.438289 + Penalty 3280.504483 = -2763141.933806
  nChanged 20
		SP:Iteration 56Q (113722.010000 sec): 3 clusters
  Score: Raw -2766427.265867 + Penalty 3280.504483 = -2763146.761384
  nChanged 19
		SP:Iteration 57Q (113722.360000 sec): 3 clusters
  Score: Raw -2766431.740554 + Penalty 3280.504483 = -2763151.236071
  nChanged 14
		SP:Iteration 58Q (113722.690000 sec): 3 clusters
  Score: Raw -2766435.061546 + Penalty 3280.504483 = -2763154.557063
  nChanged 19
		SP:Iteration 59Q (113723.040000 sec): 3 clusters
  Score: Raw -2766440.760544 + Penalty 3280.504483 = -2763160.256061
  nChanged 20
		SP:Iteration 60F (113723.400000 sec): 3 clusters
  Score: Raw -2766446.042249 + Penalty 3280.504483 = -2763165.537766
  nChanged 18
		SP:Iteration 61Q (113723.680000 sec): 3 clusters
  Score: Raw -2766451.254057 + Penalty 3280.504483 = -2763170.749575
  nChanged 15
		SP:Iteration 62Q (113723.970000 sec): 3 clusters
  Score: Raw -2766455.108361 + Penalty 3280.504483 = -2763174.603878
  nChanged 15
		SP:Iteration 63Q (113724.280000 sec): 3 clusters
  Score: Raw -2766457.803704 + Penalty 3280.504483 = -2763177.299221
  nChanged 18
		SP:Iteration 64Q (113724.620000 sec): 3 clusters
  Score: Raw -2766463.660006 + Penalty 3280.504483 = -2763183.155523
  nChanged 24
		SP:Iteration 65Q (113724.920000 sec): 3 clusters
  Score: Raw -2766471.781358 + Penalty 3280.504483 = -2763191.276875
  nChanged 21
		SP:Iteration 66Q (113725.240000 sec): 3 clusters
  Score: Raw -2766477.111881 + Penalty 3280.504483 = -2763196.607398
  nChanged 13
		SP:Iteration 67Q (113725.520000 sec): 3 clusters
  Score: Raw -2766481.278761 + Penalty 3280.504483 = -2763200.774278
  nChanged 21
		SP:Iteration 68Q (113725.860000 sec): 3 clusters
  Score: Raw -2766487.197378 + Penalty 3280.504483 = -2763206.692895
  nChanged 16
		SP:Iteration 69Q (113726.180000 sec): 3 clusters
  Score: Raw -2766491.563423 + Penalty 3280.504483 = -2763211.058940
  nChanged 13
		SP:Iteration 70Q (113726.460000 sec): 3 clusters
  Score: Raw -2766495.575171 + Penalty 3280.504483 = -2763215.070688
  nChanged 12
		SP:Iteration 71Q (113726.830000 sec): 3 clusters
  Score: Raw -2766499.127129 + Penalty 3280.504483 = -2763218.622646
  nChanged 9
		SP:Iteration 72Q (113727.150000 sec): 3 clusters
  Score: Raw -2766501.675811 + Penalty 3280.504483 = -2763221.171328
  nChanged 8
		SP:Iteration 73Q (113727.430000 sec): 3 clusters
  Score: Raw -2766503.811179 + Penalty 3280.504483 = -2763223.306696
  nChanged 9
		SP:Iteration 74Q (113727.770000 sec): 3 clusters
  Score: Raw -2766506.273381 + Penalty 3280.504483 = -2763225.768898
  nChanged 8
		SP:Iteration 75Q (113728.120000 sec): 3 clusters
  Score: Raw -2766508.064729 + Penalty 3280.504483 = -2763227.560246
  nChanged 5
		SP:Iteration 76Q (113728.480000 sec): 3 clusters
  Score: Raw -2766509.304123 + Penalty 3280.504483 = -2763228.799640
  nChanged 6
		SP:Iteration 77Q (113728.790000 sec): 3 clusters
  Score: Raw -2766511.523982 + Penalty 3280.504483 = -2763231.019499
  nChanged 10
		SP:Iteration 78Q (113729.070000 sec): 3 clusters
  Score: Raw -2766514.222021 + Penalty 3280.504483 = -2763233.717538
  nChanged 6
		SP:Iteration 79Q (113729.380000 sec): 3 clusters
  Score: Raw -2766515.785612 + Penalty 3280.504483 = -2763235.281130
  nChanged 9
		SP:Iteration 80F (113729.780000 sec): 3 clusters
  Score: Raw -2766518.949275 + Penalty 3280.504483 = -2763238.444792
  nChanged 9
		SP:Iteration 81Q (113730.110000 sec): 3 clusters
  Score: Raw -2766521.343285 + Penalty 3280.504483 = -2763240.838803
  nChanged 6
		SP:Iteration 82Q (113730.410000 sec): 3 clusters
  Score: Raw -2766523.285166 + Penalty 3280.504483 = -2763242.780683
  nChanged 13
		SP:Iteration 83Q (113730.700000 sec): 3 clusters
  Score: Raw -2766528.113486 + Penalty 3280.504483 = -2763247.609003
  nChanged 8
		SP:Iteration 84Q (113731.000000 sec): 3 clusters
  Score: Raw -2766530.859570 + Penalty 3280.504483 = -2763250.355087
  nChanged 10
		SP:Iteration 85Q (113731.300000 sec): 3 clusters
  Score: Raw -2766534.361400 + Penalty 3280.504483 = -2763253.856917
  nChanged 8
		SP:Iteration 86Q (113731.630000 sec): 3 clusters
  Score: Raw -2766537.684074 + Penalty 3280.504483 = -2763257.179591
  nChanged 9
		SP:Iteration 87Q (113731.950000 sec): 3 clusters
  Score: Raw -2766541.080614 + Penalty 3280.504483 = -2763260.576131
  nChanged 9
		SP:Iteration 88Q (113732.230000 sec): 3 clusters
  Score: Raw -2766546.533183 + Penalty 3280.504483 = -2763266.028701
  nChanged 11
		SP:Iteration 89Q (113732.570000 sec): 3 clusters
  Score: Raw -2766550.739666 + Penalty 3280.504483 = -2763270.235183
  nChanged 14
		SP:Iteration 90Q (113732.920000 sec): 3 clusters
  Score: Raw -2766556.534442 + Penalty 3280.504483 = -2763276.029959
  nChanged 11
		SP:Iteration 91Q (113733.310000 sec): 3 clusters
  Score: Raw -2766560.673649 + Penalty 3280.504483 = -2763280.169166
  nChanged 9
		SP:Iteration 92Q (113733.600000 sec): 3 clusters
  Score: Raw -2766562.792648 + Penalty 3280.504483 = -2763282.288165
  nChanged 3
		SP:Iteration 93Q (113733.880000 sec): 3 clusters
  Score: Raw -2766563.661645 + Penalty 3280.504483 = -2763283.157162
  nChanged 3
		SP:Iteration 94Q (113734.200000 sec): 3 clusters
  Score: Raw -2766564.519475 + Penalty 3280.504483 = -2763284.014992
  nChanged 1
		SP:Iteration 95Q (113734.550000 sec): 3 clusters
  Score: Raw -2766564.894653 + Penalty 3280.504483 = -2763284.390170
  nChanged 1
		SP:Iteration 96Q (113734.830000 sec): 3 clusters
  Score: Raw -2766565.288373 + Penalty 3280.504483 = -2763284.783890
  nChanged 5
		SP:Iteration 97Q (113735.150000 sec): 3 clusters
  Score: Raw -2766566.483546 + Penalty 3280.504483 = -2763285.979063
  nChanged 2
		SP:Iteration 98Q (113735.550000 sec): 3 clusters
  Score: Raw -2766567.103610 + Penalty 3280.504483 = -2763286.599128
  nChanged 2
		SP:Iteration 99Q (113735.850000 sec): 3 clusters
  Score: Raw -2766567.546552 + Penalty 3280.504483 = -2763287.042069
  nChanged 0
		SP:Iteration 100F (113736.160000 sec): 3 clusters
  Score: Raw -2766567.546552 + Penalty 3280.504483 = -2763287.042069
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113736.330000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113736.520000 sec): 3 clusters
  Score: Raw -55155.770393 + Penalty 1996.860331 = -53158.910062
  nChanged 109
		SP:Iteration 1F (113736.690000 sec): 3 clusters
  Score: Raw -55317.345432 + Penalty 1996.860331 = -53320.485101
  nChanged 29
		SP:Iteration 2F (113736.870000 sec): 3 clusters
  Score: Raw -55374.026729 + Penalty 1996.860331 = -53377.166398
  nChanged 19
		SP:Iteration 3Q (113737.050000 sec): 3 clusters
  Score: Raw -55417.472259 + Penalty 1996.860331 = -53420.611928
  nChanged 12
		SP:Iteration 4Q (113737.240000 sec): 3 clusters
  Score: Raw -55444.239143 + Penalty 1996.860331 = -53447.378812
  nChanged 8
		SP:Iteration 5Q (113737.440000 sec): 3 clusters
  Score: Raw -55454.264038 + Penalty 1996.860331 = -53457.403707
  nChanged 6
		SP:Iteration 6Q (113737.640000 sec): 3 clusters
  Score: Raw -55466.787149 + Penalty 1996.860331 = -53469.926818
  nChanged 4
		SP:Iteration 7Q (113737.820000 sec): 3 clusters
  Score: Raw -55473.629480 + Penalty 1996.860331 = -53476.769149
  nChanged 1
		SP:Iteration 8Q (113738.010000 sec): 3 clusters
  Score: Raw -55474.176889 + Penalty 1996.860331 = -53477.316558
  nChanged 0
		SP:Iteration 9F (113738.160000 sec): 3 clusters
  Score: Raw -55474.176889 + Penalty 1996.860331 = -53477.316558
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113738.460000 sec): 2 clusters
  Score: Raw -3129742.221650 + Penalty 1658.672471 = -3128083.549179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113738.780000 sec): 3 clusters
  Score: Raw -3113135.224739 + Penalty 3317.344941 = -3109817.879798
  nChanged 12374
		SP:Iteration 1F (113739.170000 sec): 3 clusters
  Score: Raw -3120143.425805 + Penalty 3317.344941 = -3116826.080864
  nChanged 1474
		SP:Iteration 2F (113739.580000 sec): 3 clusters
  Score: Raw -3120717.761416 + Penalty 3317.344941 = -3117400.416475
  nChanged 1422
		SP:Iteration 3F (113739.900000 sec): 3 clusters
  Score: Raw -3121312.159439 + Penalty 3317.344941 = -3117994.814498
  nChanged 1423
		SP:Iteration 4F (113740.280000 sec): 3 clusters
  Score: Raw -3121930.724063 + Penalty 3317.344941 = -3118613.379122
  nChanged 1443
		SP:Iteration 5F (113740.590000 sec): 3 clusters
  Score: Raw -3122564.399537 + Penalty 3317.344941 = -3119247.054595
  nChanged 1387
		SP:Iteration 6F (113740.970000 sec): 3 clusters
  Score: Raw -3123138.399335 + Penalty 3317.344941 = -3119821.054394
  nChanged 1246
		SP:Iteration 7Q (113741.290000 sec): 3 clusters
  Score: Raw -3123665.523389 + Penalty 3317.344941 = -3120348.178448
  nChanged 1163
		SP:Iteration 8Q (113741.650000 sec): 3 clusters
  Score: Raw -3124222.818594 + Penalty 3317.344941 = -3120905.473653
  nChanged 1103
		SP:Iteration 9Q (113742.060000 sec): 3 clusters
  Score: Raw -3124751.402869 + Penalty 3317.344941 = -3121434.057928
  nChanged 1036
		SP:Iteration 10Q (113742.450000 sec): 3 clusters
  Score: Raw -3125278.878721 + Penalty 3317.344941 = -3121961.533780
  nChanged 976
		SP:Iteration 11Q (113742.790000 sec): 3 clusters
  Score: Raw -3125808.198072 + Penalty 3317.344941 = -3122490.853131
  nChanged 952
		SP:Iteration 12Q (113743.100000 sec): 3 clusters
  Score: Raw -3126361.528735 + Penalty 3317.344941 = -3123044.183794
  nChanged 896
		SP:Iteration 13Q (113743.500000 sec): 3 clusters
  Score: Raw -3126848.777529 + Penalty 3317.344941 = -3123531.432588
  nChanged 777
		SP:Iteration 14Q (113743.830000 sec): 3 clusters
  Score: Raw -3127241.851796 + Penalty 3317.344941 = -3123924.506855
  nChanged 661
		SP:Iteration 15Q (113744.210000 sec): 3 clusters
  Score: Raw -3127553.092786 + Penalty 3317.344941 = -3124235.747844
  nChanged 552
		SP:Iteration 16Q (113744.510000 sec): 3 clusters
  Score: Raw -3127767.244120 + Penalty 3317.344941 = -3124449.899179
  nChanged 449
		SP:Iteration 17Q (113744.870000 sec): 3 clusters
  Score: Raw -3127932.226297 + Penalty 3317.344941 = -3124614.881356
  nChanged 401
		SP:Iteration 18Q (113745.250000 sec): 3 clusters
  Score: Raw -3128068.836642 + Penalty 3317.344941 = -3124751.491701
  nChanged 373
		SP:Iteration 19Q (113745.560000 sec): 3 clusters
  Score: Raw -3128190.271462 + Penalty 3317.344941 = -3124872.926521
  nChanged 343
		SP:Iteration 20F (113745.930000 sec): 3 clusters
  Score: Raw -3128310.982866 + Penalty 3317.344941 = -3124993.637924
  nChanged 348
		SP:Iteration 21Q (113746.310000 sec): 3 clusters
  Score: Raw -3128433.237507 + Penalty 3317.344941 = -3125115.892566
  nChanged 287
		SP:Iteration 22Q (113746.630000 sec): 3 clusters
  Score: Raw -3128527.622155 + Penalty 3317.344941 = -3125210.277214
  nChanged 265
		SP:Iteration 23Q (113746.940000 sec): 3 clusters
  Score: Raw -3128613.560757 + Penalty 3317.344941 = -3125296.215816
  nChanged 250
		SP:Iteration 24Q (113747.340000 sec): 3 clusters
  Score: Raw -3128694.881884 + Penalty 3317.344941 = -3125377.536943
  nChanged 252
		SP:Iteration 25Q (113747.670000 sec): 3 clusters
  Score: Raw -3128781.179752 + Penalty 3317.344941 = -3125463.834811
  nChanged 255
		SP:Iteration 26Q (113748.010000 sec): 3 clusters
  Score: Raw -3128872.704391 + Penalty 3317.344941 = -3125555.359450
  nChanged 246
		SP:Iteration 27Q (113748.350000 sec): 3 clusters
  Score: Raw -3128963.816021 + Penalty 3317.344941 = -3125646.471080
  nChanged 219
		SP:Iteration 28Q (113748.680000 sec): 3 clusters
  Score: Raw -3129051.740811 + Penalty 3317.344941 = -3125734.395870
  nChanged 217
		SP:Iteration 29Q (113748.990000 sec): 3 clusters
  Score: Raw -3129140.685691 + Penalty 3317.344941 = -3125823.340750
  nChanged 200
		SP:Iteration 30Q (113749.310000 sec): 3 clusters
  Score: Raw -3129219.005248 + Penalty 3317.344941 = -3125901.660306
  nChanged 184
		SP:Iteration 31Q (113749.590000 sec): 3 clusters
  Score: Raw -3129285.106070 + Penalty 3317.344941 = -3125967.761129
  nChanged 158
		SP:Iteration 32Q (113749.860000 sec): 3 clusters
  Score: Raw -3129350.390286 + Penalty 3317.344941 = -3126033.045345
  nChanged 152
		SP:Iteration 33Q (113750.190000 sec): 3 clusters
  Score: Raw -3129415.235131 + Penalty 3317.344941 = -3126097.890190
  nChanged 129
		SP:Iteration 34Q (113750.530000 sec): 3 clusters
  Score: Raw -3129465.975877 + Penalty 3317.344941 = -3126148.630936
  nChanged 128
		SP:Iteration 35Q (113750.850000 sec): 3 clusters
  Score: Raw -3129525.400560 + Penalty 3317.344941 = -3126208.055618
  nChanged 107
		SP:Iteration 36Q (113751.110000 sec): 3 clusters
  Score: Raw -3129569.426151 + Penalty 3317.344941 = -3126252.081210
  nChanged 103
		SP:Iteration 37Q (113751.430000 sec): 3 clusters
  Score: Raw -3129622.891119 + Penalty 3317.344941 = -3126305.546178
  nChanged 106
		SP:Iteration 38Q (113751.770000 sec): 3 clusters
  Score: Raw -3129670.039736 + Penalty 3317.344941 = -3126352.694795
  nChanged 99
		SP:Iteration 39Q (113752.080000 sec): 3 clusters
  Score: Raw -3129708.669393 + Penalty 3317.344941 = -3126391.324452
  nChanged 75
		SP:Iteration 40F (113752.390000 sec): 3 clusters
  Score: Raw -3129745.104607 + Penalty 3317.344941 = -3126427.759666
  nChanged 70
		SP:Iteration 41Q (113752.770000 sec): 3 clusters
  Score: Raw -3129784.213053 + Penalty 3317.344941 = -3126466.868112
  nChanged 68
		SP:Iteration 42Q (113753.100000 sec): 3 clusters
  Score: Raw -3129820.032151 + Penalty 3317.344941 = -3126502.687210
  nChanged 67
		SP:Iteration 43Q (113753.440000 sec): 3 clusters
  Score: Raw -3129864.014394 + Penalty 3317.344941 = -3126546.669453
  nChanged 58
		SP:Iteration 44Q (113753.740000 sec): 3 clusters
  Score: Raw -3129910.805134 + Penalty 3317.344941 = -3126593.460193
  nChanged 60
		SP:Iteration 45Q (113754.060000 sec): 3 clusters
  Score: Raw -3129943.125697 + Penalty 3317.344941 = -3126625.780756
  nChanged 35
		SP:Iteration 46Q (113754.410000 sec): 3 clusters
  Score: Raw -3129962.704219 + Penalty 3317.344941 = -3126645.359278
  nChanged 38
		SP:Iteration 47Q (113754.690000 sec): 3 clusters
  Score: Raw -3129981.989102 + Penalty 3317.344941 = -3126664.644161
  nChanged 29
		SP:Iteration 48Q (113755.050000 sec): 3 clusters
  Score: Raw -3129997.131717 + Penalty 3317.344941 = -3126679.786775
  nChanged 28
		SP:Iteration 49Q (113755.320000 sec): 3 clusters
  Score: Raw -3130013.106419 + Penalty 3317.344941 = -3126695.761478
  nChanged 26
		SP:Iteration 50Q (113755.650000 sec): 3 clusters
  Score: Raw -3130022.617894 + Penalty 3317.344941 = -3126705.272953
  nChanged 19
		SP:Iteration 51Q (113756.000000 sec): 3 clusters
  Score: Raw -3130029.081434 + Penalty 3317.344941 = -3126711.736493
  nChanged 8
		SP:Iteration 52Q (113756.330000 sec): 3 clusters
  Score: Raw -3130031.754213 + Penalty 3317.344941 = -3126714.409272
  nChanged 9
		SP:Iteration 53Q (113756.680000 sec): 3 clusters
  Score: Raw -3130035.162631 + Penalty 3317.344941 = -3126717.817690
  nChanged 8
		SP:Iteration 54Q (113757.020000 sec): 3 clusters
  Score: Raw -3130038.534227 + Penalty 3317.344941 = -3126721.189286
  nChanged 7
		SP:Iteration 55Q (113757.360000 sec): 3 clusters
  Score: Raw -3130040.169522 + Penalty 3317.344941 = -3126722.824581
  nChanged 6
		SP:Iteration 56Q (113757.700000 sec): 3 clusters
  Score: Raw -3130041.700436 + Penalty 3317.344941 = -3126724.355495
  nChanged 1
		SP:Iteration 57Q (113758.030000 sec): 3 clusters
  Score: Raw -3130041.847978 + Penalty 3317.344941 = -3126724.503037
  nChanged 1
		SP:Iteration 58Q (113758.360000 sec): 3 clusters
  Score: Raw -3130041.974702 + Penalty 3317.344941 = -3126724.629761
  nChanged 1
		SP:Iteration 59Q (113758.780000 sec): 3 clusters
  Score: Raw -3130042.113351 + Penalty 3317.344941 = -3126724.768410
  nChanged 0
		SP:Iteration 60F (113759.060000 sec): 3 clusters
  Score: Raw -3130042.113351 + Penalty 3317.344941 = -3126724.768410
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113759.200000 sec): 2 clusters
  Score: Raw -43762.826522 + Penalty 984.227402 = -42778.599119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113759.330000 sec): 3 clusters
  Score: Raw -43751.122627 + Penalty 1968.454804 = -41782.667823
  nChanged 91
		SP:Iteration 1F (113759.490000 sec): 3 clusters
  Score: Raw -43911.651149 + Penalty 1968.454804 = -41943.196344
  nChanged 33
		SP:Iteration 2F (113759.680000 sec): 3 clusters
  Score: Raw -43994.266959 + Penalty 1968.454804 = -42025.812154
  nChanged 22
		SP:Iteration 3F (113759.810000 sec): 3 clusters
  Score: Raw -44053.275566 + Penalty 1968.454804 = -42084.820762
  nChanged 14
		SP:Iteration 4Q (113759.990000 sec): 3 clusters
  Score: Raw -44082.511556 + Penalty 1968.454804 = -42114.056752
  nChanged 7
		SP:Iteration 5Q (113760.170000 sec): 3 clusters
  Score: Raw -44110.222061 + Penalty 1968.454804 = -42141.767256
  nChanged 8
		SP:Iteration 6Q (113760.320000 sec): 3 clusters
  Score: Raw -44135.767790 + Penalty 1968.454804 = -42167.312986
  nChanged 11
		SP:Iteration 7Q (113760.460000 sec): 3 clusters
  Score: Raw -44163.518432 + Penalty 1968.454804 = -42195.063628
  nChanged 8
		SP:Iteration 8Q (113760.610000 sec): 3 clusters
  Score: Raw -44181.780937 + Penalty 1968.454804 = -42213.326133
  nChanged 2
		SP:Iteration 9Q (113760.750000 sec): 3 clusters
  Score: Raw -44185.258101 + Penalty 1968.454804 = -42216.803297
  nChanged 1
		SP:Iteration 10Q (113760.890000 sec): 3 clusters
  Score: Raw -44185.629247 + Penalty 1968.454804 = -42217.174442
  nChanged 0
		SP:Iteration 11F (113761.040000 sec): 3 clusters
  Score: Raw -44185.629247 + Penalty 1968.454804 = -42217.174442
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (3889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113761.240000 sec): 2 clusters
  Score: Raw -458876.490254 + Penalty 1343.209942 = -457533.280312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113761.440000 sec): 3 clusters
  Score: Raw -456881.052232 + Penalty 2686.419884 = -454194.632348
  nChanged 1558
		SP:Iteration 1F (113761.670000 sec): 3 clusters
  Score: Raw -457736.269076 + Penalty 2686.419884 = -455049.849192
  nChanged 263
		SP:Iteration 2F (113761.840000 sec): 3 clusters
  Score: Raw -457878.096577 + Penalty 2686.419884 = -455191.676693
  nChanged 180
		SP:Iteration 3Q (113762.070000 sec): 3 clusters
  Score: Raw -457964.167279 + Penalty 2686.419884 = -455277.747396
  nChanged 143
		SP:Iteration 4Q (113762.210000 sec): 3 clusters
  Score: Raw -458047.571357 + Penalty 2686.419884 = -455361.151474
  nChanged 139
		SP:Iteration 5Q (113762.430000 sec): 3 clusters
  Score: Raw -458114.864543 + Penalty 2686.419884 = -455428.444660
  nChanged 106
		SP:Iteration 6Q (113762.650000 sec): 3 clusters
  Score: Raw -458165.944274 + Penalty 2686.419884 = -455479.524390
  nChanged 92
		SP:Iteration 7Q (113762.830000 sec): 3 clusters
  Score: Raw -458210.101306 + Penalty 2686.419884 = -455523.681423
  nChanged 79
		SP:Iteration 8Q (113763.000000 sec): 3 clusters
  Score: Raw -458256.655034 + Penalty 2686.419884 = -455570.235150
  nChanged 91
		SP:Iteration 9Q (113763.210000 sec): 3 clusters
  Score: Raw -458304.208803 + Penalty 2686.419884 = -455617.788919
  nChanged 80
		SP:Iteration 10Q (113763.450000 sec): 3 clusters
  Score: Raw -458342.053115 + Penalty 2686.419884 = -455655.633231
  nChanged 73
		SP:Iteration 11Q (113763.600000 sec): 3 clusters
  Score: Raw -458372.587225 + Penalty 2686.419884 = -455686.167341
  nChanged 64
		SP:Iteration 12Q (113763.780000 sec): 3 clusters
  Score: Raw -458402.202266 + Penalty 2686.419884 = -455715.782383
  nChanged 67
		SP:Iteration 13Q (113764.020000 sec): 3 clusters
  Score: Raw -458438.846070 + Penalty 2686.419884 = -455752.426186
  nChanged 67
		SP:Iteration 14Q (113764.200000 sec): 3 clusters
  Score: Raw -458473.835541 + Penalty 2686.419884 = -455787.415658
  nChanged 61
		SP:Iteration 15Q (113764.340000 sec): 3 clusters
  Score: Raw -458500.442118 + Penalty 2686.419884 = -455814.022234
  nChanged 65
		SP:Iteration 16Q (113764.480000 sec): 3 clusters
  Score: Raw -458532.176572 + Penalty 2686.419884 = -455845.756688
  nChanged 62
		SP:Iteration 17Q (113764.630000 sec): 3 clusters
  Score: Raw -458561.065990 + Penalty 2686.419884 = -455874.646106
  nChanged 51
		SP:Iteration 18Q (113764.810000 sec): 3 clusters
  Score: Raw -458590.441892 + Penalty 2686.419884 = -455904.022008
  nChanged 56
		SP:Iteration 19Q (113764.960000 sec): 3 clusters
  Score: Raw -458618.597825 + Penalty 2686.419884 = -455932.177942
  nChanged 47
		SP:Iteration 20F (113765.100000 sec): 3 clusters
  Score: Raw -458645.200789 + Penalty 2686.419884 = -455958.780906
  nChanged 45
		SP:Iteration 21Q (113765.210000 sec): 3 clusters
  Score: Raw -458672.208235 + Penalty 2686.419884 = -455985.788351
  nChanged 40
		SP:Iteration 22Q (113765.350000 sec): 3 clusters
  Score: Raw -458693.607383 + Penalty 2686.419884 = -456007.187500
  nChanged 29
		SP:Iteration 23Q (113765.540000 sec): 3 clusters
  Score: Raw -458709.959515 + Penalty 2686.419884 = -456023.539632
  nChanged 44
		SP:Iteration 24Q (113765.670000 sec): 3 clusters
  Score: Raw -458736.348295 + Penalty 2686.419884 = -456049.928411
  nChanged 43
		SP:Iteration 25Q (113765.800000 sec): 3 clusters
  Score: Raw -458757.530109 + Penalty 2686.419884 = -456071.110225
  nChanged 30
		SP:Iteration 26Q (113765.930000 sec): 3 clusters
  Score: Raw -458773.942375 + Penalty 2686.419884 = -456087.522491
  nChanged 30
		SP:Iteration 27Q (113766.110000 sec): 3 clusters
  Score: Raw -458786.749422 + Penalty 2686.419884 = -456100.329538
  nChanged 21
		SP:Iteration 28Q (113766.250000 sec): 3 clusters
  Score: Raw -458793.671584 + Penalty 2686.419884 = -456107.251700
  nChanged 17
		SP:Iteration 29Q (113766.380000 sec): 3 clusters
  Score: Raw -458799.927777 + Penalty 2686.419884 = -456113.507893
  nChanged 13
		SP:Iteration 30Q (113766.540000 sec): 3 clusters
  Score: Raw -458803.468220 + Penalty 2686.419884 = -456117.048337
  nChanged 12
		SP:Iteration 31Q (113766.740000 sec): 3 clusters
  Score: Raw -458807.982309 + Penalty 2686.419884 = -456121.562425
  nChanged 17
		SP:Iteration 32Q (113766.970000 sec): 3 clusters
  Score: Raw -458813.771195 + Penalty 2686.419884 = -456127.351312
  nChanged 14
		SP:Iteration 33Q (113767.140000 sec): 3 clusters
  Score: Raw -458818.726405 + Penalty 2686.419884 = -456132.306521
  nChanged 12
		SP:Iteration 34Q (113767.370000 sec): 3 clusters
  Score: Raw -458822.043229 + Penalty 2686.419884 = -456135.623345
  nChanged 8
		SP:Iteration 35Q (113767.570000 sec): 3 clusters
  Score: Raw -458824.462511 + Penalty 2686.419884 = -456138.042628
  nChanged 10
		SP:Iteration 36Q (113767.760000 sec): 3 clusters
  Score: Raw -458828.845527 + Penalty 2686.419884 = -456142.425643
  nChanged 11
		SP:Iteration 37Q (113767.970000 sec): 3 clusters
  Score: Raw -458832.921829 + Penalty 2686.419884 = -456146.501946
  nChanged 11
		SP:Iteration 38Q (113768.190000 sec): 3 clusters
  Score: Raw -458838.120470 + Penalty 2686.419884 = -456151.700586
  nChanged 20
		SP:Iteration 39Q (113768.450000 sec): 3 clusters
  Score: Raw -458845.003279 + Penalty 2686.419884 = -456158.583396
  nChanged 13
		SP:Iteration 40F (113768.750000 sec): 3 clusters
  Score: Raw -458849.396604 + Penalty 2686.419884 = -456162.976720
  nChanged 13
		SP:Iteration 41Q (113768.930000 sec): 3 clusters
  Score: Raw -458853.396046 + Penalty 2686.419884 = -456166.976163
  nChanged 11
		SP:Iteration 42Q (113769.140000 sec): 3 clusters
  Score: Raw -458857.021216 + Penalty 2686.419884 = -456170.601333
  nChanged 10
		SP:Iteration 43Q (113769.320000 sec): 3 clusters
  Score: Raw -458859.949551 + Penalty 2686.419884 = -456173.529668
  nChanged 8
		SP:Iteration 44Q (113769.450000 sec): 3 clusters
  Score: Raw -458861.945821 + Penalty 2686.419884 = -456175.525937
  nChanged 5
		SP:Iteration 45Q (113769.590000 sec): 3 clusters
  Score: Raw -458864.733362 + Penalty 2686.419884 = -456178.313478
  nChanged 8
		SP:Iteration 46Q (113769.730000 sec): 3 clusters
  Score: Raw -458867.953264 + Penalty 2686.419884 = -456181.533381
  nChanged 8
		SP:Iteration 47Q (113769.960000 sec): 3 clusters
  Score: Raw -458871.499893 + Penalty 2686.419884 = -456185.080010
  nChanged 12
		SP:Iteration 48Q (113770.170000 sec): 3 clusters
  Score: Raw -458876.239692 + Penalty 2686.419884 = -456189.819808
  nChanged 12
		SP:Iteration 49Q (113770.340000 sec): 3 clusters
  Score: Raw -458879.314112 + Penalty 2686.419884 = -456192.894228
  nChanged 6
		SP:Iteration 50Q (113770.510000 sec): 3 clusters
  Score: Raw -458881.315459 + Penalty 2686.419884 = -456194.895576
  nChanged 5
		SP:Iteration 51Q (113770.660000 sec): 3 clusters
  Score: Raw -458882.436005 + Penalty 2686.419884 = -456196.016121
  nChanged 3
		SP:Iteration 52Q (113770.820000 sec): 3 clusters
  Score: Raw -458883.061359 + Penalty 2686.419884 = -456196.641476
  nChanged 3
		SP:Iteration 53Q (113771.020000 sec): 3 clusters
  Score: Raw -458883.772184 + Penalty 2686.419884 = -456197.352301
  nChanged 3
		SP:Iteration 54Q (113771.190000 sec): 3 clusters
  Score: Raw -458885.164703 + Penalty 2686.419884 = -456198.744819
  nChanged 2
		SP:Iteration 55Q (113771.410000 sec): 3 clusters
  Score: Raw -458886.434718 + Penalty 2686.419884 = -456200.014835
  nChanged 10
		SP:Iteration 56Q (113771.670000 sec): 3 clusters
  Score: Raw -458889.728576 + Penalty 2686.419884 = -456203.308692
  nChanged 6
		SP:Iteration 57Q (113771.860000 sec): 3 clusters
  Score: Raw -458892.042961 + Penalty 2686.419884 = -456205.623078
  nChanged 8
		SP:Iteration 58Q (113772.060000 sec): 3 clusters
  Score: Raw -458894.529279 + Penalty 2686.419884 = -456208.109395
  nChanged 6
		SP:Iteration 59Q (113772.220000 sec): 3 clusters
  Score: Raw -458896.230356 + Penalty 2686.419884 = -456209.810473
  nChanged 2
		SP:Iteration 60F (113772.400000 sec): 3 clusters
  Score: Raw -458897.075665 + Penalty 2686.419884 = -456210.655781
  nChanged 4
		SP:Iteration 61Q (113772.590000 sec): 3 clusters
  Score: Raw -458898.944837 + Penalty 2686.419884 = -456212.524954
  nChanged 5
		SP:Iteration 62Q (113772.830000 sec): 3 clusters
  Score: Raw -458900.725673 + Penalty 2686.419884 = -456214.305789
  nChanged 1
		SP:Iteration 63Q (113773.120000 sec): 3 clusters
  Score: Raw -458901.189994 + Penalty 2686.419884 = -456214.770111
  nChanged 2
		SP:Iteration 64Q (113773.310000 sec): 3 clusters
  Score: Raw -458901.850908 + Penalty 2686.419884 = -456215.431024
  nChanged 2
		SP:Iteration 65Q (113773.500000 sec): 3 clusters
  Score: Raw -458902.367312 + Penalty 2686.419884 = -456215.947429
  nChanged 1
		SP:Iteration 66Q (113773.680000 sec): 3 clusters
  Score: Raw -458902.634964 + Penalty 2686.419884 = -456216.215080
  nChanged 2
		SP:Iteration 67Q (113773.880000 sec): 3 clusters
  Score: Raw -458903.271868 + Penalty 2686.419884 = -456216.851985
  nChanged 2
		SP:Iteration 68Q (113774.070000 sec): 3 clusters
  Score: Raw -458903.654761 + Penalty 2686.419884 = -456217.234878
  nChanged 2
		SP:Iteration 69Q (113774.270000 sec): 3 clusters
  Score: Raw -458904.314862 + Penalty 2686.419884 = -456217.894978
  nChanged 1
		SP:Iteration 70Q (113774.450000 sec): 3 clusters
  Score: Raw -458904.471059 + Penalty 2686.419884 = -456218.051175
  nChanged 1
		SP:Iteration 71Q (113774.640000 sec): 3 clusters
  Score: Raw -458904.566288 + Penalty 2686.419884 = -456218.146404
  nChanged 1
		SP:Iteration 72Q (113774.850000 sec): 3 clusters
  Score: Raw -458904.625601 + Penalty 2686.419884 = -456218.205718
  nChanged 0
		SP:Iteration 73F (113774.990000 sec): 3 clusters
  Score: Raw -458904.625601 + Penalty 2686.419884 = -456218.205718
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113775.130000 sec): 2 clusters
  Score: Raw -84796.133376 + Penalty 1068.223027 = -83727.910348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113775.300000 sec): 3 clusters
  Score: Raw -84621.613704 + Penalty 2136.446054 = -82485.167649
  nChanged 185
		SP:Iteration 1F (113775.460000 sec): 3 clusters
  Score: Raw -84817.722215 + Penalty 2136.446054 = -82681.276161
  nChanged 58
		SP:Iteration 2F (113775.640000 sec): 3 clusters
  Score: Raw -84904.080774 + Penalty 2136.446054 = -82767.634719
  nChanged 38
		SP:Iteration 3F (113775.860000 sec): 3 clusters
  Score: Raw -84967.120217 + Penalty 2136.446054 = -82830.674163
  nChanged 37
		SP:Iteration 4F (113776.050000 sec): 3 clusters
  Score: Raw -85017.325577 + Penalty 2136.446054 = -82880.879522
  nChanged 32
		SP:Iteration 5Q (113776.240000 sec): 3 clusters
  Score: Raw -85062.055279 + Penalty 2136.446054 = -82925.609224
  nChanged 27
		SP:Iteration 6Q (113776.390000 sec): 3 clusters
  Score: Raw -85107.852737 + Penalty 2136.446054 = -82971.406683
  nChanged 24
		SP:Iteration 7Q (113776.560000 sec): 3 clusters
  Score: Raw -85152.599260 + Penalty 2136.446054 = -83016.153205
  nChanged 15
		SP:Iteration 8Q (113776.710000 sec): 3 clusters
  Score: Raw -85195.723806 + Penalty 2136.446054 = -83059.277751
  nChanged 17
		SP:Iteration 9Q (113776.900000 sec): 3 clusters
  Score: Raw -85230.601195 + Penalty 2136.446054 = -83094.155140
  nChanged 14
		SP:Iteration 10Q (113777.040000 sec): 3 clusters
  Score: Raw -85249.553852 + Penalty 2136.446054 = -83113.107798
  nChanged 6
		SP:Iteration 11Q (113777.180000 sec): 3 clusters
  Score: Raw -85258.685170 + Penalty 2136.446054 = -83122.239116
  nChanged 4
		SP:Iteration 12Q (113777.380000 sec): 3 clusters
  Score: Raw -85266.410413 + Penalty 2136.446054 = -83129.964359
  nChanged 7
		SP:Iteration 13Q (113777.540000 sec): 3 clusters
  Score: Raw -85274.347120 + Penalty 2136.446054 = -83137.901065
  nChanged 3
		SP:Iteration 14Q (113777.720000 sec): 3 clusters
  Score: Raw -85278.834013 + Penalty 2136.446054 = -83142.387959
  nChanged 1
		SP:Iteration 15Q (113777.860000 sec): 3 clusters
  Score: Raw -85279.405224 + Penalty 2136.446054 = -83142.959170
  nChanged 1
		SP:Iteration 16Q (113778.030000 sec): 3 clusters
  Score: Raw -85280.284535 + Penalty 2136.446054 = -83143.838481
  nChanged 0
		SP:Iteration 17F (113778.210000 sec): 3 clusters
  Score: Raw -85280.909407 + Penalty 2136.446054 = -83144.463353
  nChanged 1
		SP:Iteration 18Q (113778.340000 sec): 3 clusters
  Score: Raw -85287.097789 + Penalty 2136.446054 = -83150.651735
  nChanged 2
		SP:Iteration 19Q (113778.450000 sec): 3 clusters
  Score: Raw -85293.918811 + Penalty 2136.446054 = -83157.472757
  nChanged 3
		SP:Iteration 20F (113778.640000 sec): 3 clusters
  Score: Raw -85298.780640 + Penalty 2136.446054 = -83162.334586
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113778.780000 sec): 2 clusters
  Score: Raw -208176.145053 + Penalty 1229.020096 = -206947.124957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113778.970000 sec): 3 clusters
  Score: Raw -207393.404123 + Penalty 2458.040193 = -204935.363930
  nChanged 666
		SP:Iteration 1F (113779.160000 sec): 3 clusters
  Score: Raw -207885.345752 + Penalty 2458.040193 = -205427.305560
  nChanged 159
		SP:Iteration 2F (113779.350000 sec): 3 clusters
  Score: Raw -208038.385185 + Penalty 2458.040193 = -205580.344993
  nChanged 111
		SP:Iteration 3F (113779.530000 sec): 3 clusters
  Score: Raw -208135.196682 + Penalty 2458.040193 = -205677.156489
  nChanged 95
		SP:Iteration 4Q (113779.710000 sec): 3 clusters
  Score: Raw -208236.578049 + Penalty 2458.040193 = -205778.537857
  nChanged 87
		SP:Iteration 5Q (113779.840000 sec): 3 clusters
  Score: Raw -208347.353677 + Penalty 2458.040193 = -205889.313484
  nChanged 80
		SP:Iteration 6Q (113779.990000 sec): 3 clusters
  Score: Raw -208440.425571 + Penalty 2458.040193 = -205982.385378
  nChanged 60
		SP:Iteration 7Q (113780.160000 sec): 3 clusters
  Score: Raw -208499.428107 + Penalty 2458.040193 = -206041.387915
  nChanged 49
		SP:Iteration 8Q (113780.330000 sec): 3 clusters
  Score: Raw -208535.263871 + Penalty 2458.040193 = -206077.223679
  nChanged 31
		SP:Iteration 9Q (113780.500000 sec): 3 clusters
  Score: Raw -208557.190304 + Penalty 2458.040193 = -206099.150111
  nChanged 32
		SP:Iteration 10Q (113780.690000 sec): 3 clusters
  Score: Raw -208581.340235 + Penalty 2458.040193 = -206123.300043
  nChanged 28
		SP:Iteration 11Q (113780.800000 sec): 3 clusters
  Score: Raw -208599.756140 + Penalty 2458.040193 = -206141.715948
  nChanged 20
		SP:Iteration 12Q (113780.940000 sec): 3 clusters
  Score: Raw -208615.361731 + Penalty 2458.040193 = -206157.321538
  nChanged 10
		SP:Iteration 13Q (113781.120000 sec): 3 clusters
  Score: Raw -208620.128649 + Penalty 2458.040193 = -206162.088456
  nChanged 9
		SP:Iteration 14Q (113781.300000 sec): 3 clusters
  Score: Raw -208625.000675 + Penalty 2458.040193 = -206166.960482
  nChanged 7
		SP:Iteration 15Q (113781.440000 sec): 3 clusters
  Score: Raw -208629.441859 + Penalty 2458.040193 = -206171.401667
  nChanged 10
		SP:Iteration 16Q (113781.700000 sec): 3 clusters
  Score: Raw -208634.462619 + Penalty 2458.040193 = -206176.422426
  nChanged 9
		SP:Iteration 17Q (113781.900000 sec): 3 clusters
  Score: Raw -208637.330213 + Penalty 2458.040193 = -206179.290020
  nChanged 5
		SP:Iteration 18Q (113782.170000 sec): 3 clusters
  Score: Raw -208641.543088 + Penalty 2458.040193 = -206183.502896
  nChanged 7
		SP:Iteration 19Q (113782.380000 sec): 3 clusters
  Score: Raw -208646.666027 + Penalty 2458.040193 = -206188.625834
  nChanged 7
		SP:Iteration 20F (113782.490000 sec): 3 clusters
  Score: Raw -208649.869085 + Penalty 2458.040193 = -206191.828893
  nChanged 6
		SP:Iteration 21Q (113782.670000 sec): 3 clusters
  Score: Raw -208652.059360 + Penalty 2458.040193 = -206194.019167
  nChanged 4
		SP:Iteration 22Q (113782.910000 sec): 3 clusters
  Score: Raw -208653.391893 + Penalty 2458.040193 = -206195.351701
  nChanged 5
		SP:Iteration 23Q (113783.020000 sec): 3 clusters
  Score: Raw -208655.503914 + Penalty 2458.040193 = -206197.463721
  nChanged 3
		SP:Iteration 24Q (113783.190000 sec): 3 clusters
  Score: Raw -208656.598001 + Penalty 2458.040193 = -206198.557808
  nChanged 2
		SP:Iteration 25Q (113783.370000 sec): 3 clusters
  Score: Raw -208657.134149 + Penalty 2458.040193 = -206199.093957
  nChanged 0
		SP:Iteration 26F (113783.490000 sec): 3 clusters
  Score: Raw -208657.134149 + Penalty 2458.040193 = -206199.093957
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113783.590000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113783.750000 sec): 3 clusters
  Score: Raw -17660.164038 + Penalty 1706.988864 = -15953.175174
  nChanged 24
		SP:Iteration 1F (113783.920000 sec): 3 clusters
  Score: Raw -17730.058589 + Penalty 1706.988864 = -16023.069725
  nChanged 6
		SP:Iteration 2Q (113784.110000 sec): 3 clusters
  Score: Raw -17748.674936 + Penalty 1706.988864 = -16041.686072
  nChanged 8
		SP:Iteration 3Q (113784.240000 sec): 3 clusters
  Score: Raw -17773.686242 + Penalty 1706.988864 = -16066.697378
  nChanged 3
		SP:Iteration 4Q (113784.420000 sec): 3 clusters
  Score: Raw -17788.311653 + Penalty 1706.988864 = -16081.322789
  nChanged 1
		SP:Iteration 5Q (113784.610000 sec): 3 clusters
  Score: Raw -17789.191034 + Penalty 1706.988864 = -16082.202170
  nChanged 0
		SP:Iteration 6F (113784.780000 sec): 3 clusters
  Score: Raw -17789.191034 + Penalty 1706.988864 = -16082.202170
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113784.840000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113785.040000 sec): 3 clusters
  Score: Raw -13442.112289 + Penalty 1626.282549 = -11815.829739
  nChanged 26
		SP:Iteration 1F (113785.280000 sec): 3 clusters
  Score: Raw -13594.343757 + Penalty 1626.282549 = -11968.061207
  nChanged 7
		SP:Iteration 2Q (113785.530000 sec): 3 clusters
  Score: Raw -13615.229807 + Penalty 1626.282549 = -11988.947258
  nChanged 3
		SP:Iteration 3Q (113785.810000 sec): 3 clusters
  Score: Raw -13625.752231 + Penalty 1626.282549 = -11999.469681
  nChanged 1
		SP:Iteration 4Q (113786.060000 sec): 3 clusters
  Score: Raw -13627.366202 + Penalty 1626.282549 = -12001.083653
  nChanged 1
		SP:Iteration 5Q (113786.220000 sec): 3 clusters
  Score: Raw -13631.345702 + Penalty 1626.282549 = -12005.063153
  nChanged 1
		SP:Iteration 6Q (113786.400000 sec): 3 clusters
  Score: Raw -13633.334070 + Penalty 1626.282549 = -12007.051520
  nChanged 2
		SP:Iteration 7Q (113786.520000 sec): 3 clusters
  Score: Raw -13640.997919 + Penalty 1626.282549 = -12014.715370
  nChanged 1
		SP:Iteration 8Q (113786.700000 sec): 3 clusters
  Score: Raw -13644.637900 + Penalty 1626.282549 = -12018.355350
  nChanged 2
		SP:Iteration 9Q (113786.870000 sec): 3 clusters
  Score: Raw -13653.847480 + Penalty 1626.282549 = -12027.564931
  nChanged 3
		SP:Iteration 10Q (113787.030000 sec): 3 clusters
  Score: Raw -13666.524565 + Penalty 1626.282549 = -12040.242015
  nChanged 1
		SP:Iteration 11Q (113787.180000 sec): 3 clusters
  Score: Raw -13681.664584 + Penalty 1626.282549 = -12055.382034
  nChanged 0
		SP:Iteration 12F (113787.380000 sec): 3 clusters
  Score: Raw -13681.664584 + Penalty 1626.282549 = -12055.382034
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (17967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113787.620000 sec): 2 clusters
  Score: Raw -1726211.301371 + Penalty 1591.897453 = -1724619.403918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113787.890000 sec): 3 clusters
  Score: Raw -1715468.558813 + Penalty 3183.794907 = -1712284.763906
  nChanged 8043
		SP:Iteration 1F (113788.190000 sec): 3 clusters
  Score: Raw -1719948.590374 + Penalty 3183.794907 = -1716764.795467
  nChanged 1072
		SP:Iteration 2F (113788.500000 sec): 3 clusters
  Score: Raw -1720423.854381 + Penalty 3183.794907 = -1717240.059474
  nChanged 1009
		SP:Iteration 3F (113788.730000 sec): 3 clusters
  Score: Raw -1720915.751049 + Penalty 3183.794907 = -1717731.956142
  nChanged 997
		SP:Iteration 4F (113789.020000 sec): 3 clusters
  Score: Raw -1721459.953869 + Penalty 3183.794907 = -1718276.158962
  nChanged 997
		SP:Iteration 5F (113789.320000 sec): 3 clusters
  Score: Raw -1722094.867109 + Penalty 3183.794907 = -1718911.072202
  nChanged 1046
		SP:Iteration 6F (113789.610000 sec): 3 clusters
  Score: Raw -1722823.482351 + Penalty 3183.794907 = -1719639.687444
  nChanged 1012
		SP:Iteration 7F (113789.930000 sec): 3 clusters
  Score: Raw -1723531.639266 + Penalty 3183.794907 = -1720347.844359
  nChanged 861
		SP:Iteration 8Q (113790.230000 sec): 3 clusters
  Score: Raw -1724113.326211 + Penalty 3183.794907 = -1720929.531304
  nChanged 691
		SP:Iteration 9Q (113790.560000 sec): 3 clusters
  Score: Raw -1724529.806483 + Penalty 3183.794907 = -1721346.011576
  nChanged 517
		SP:Iteration 10Q (113790.840000 sec): 3 clusters
  Score: Raw -1724807.337412 + Penalty 3183.794907 = -1721623.542505
  nChanged 395
		SP:Iteration 11Q (113791.160000 sec): 3 clusters
  Score: Raw -1724996.358809 + Penalty 3183.794907 = -1721812.563902
  nChanged 323
		SP:Iteration 12Q (113791.480000 sec): 3 clusters
  Score: Raw -1725129.473998 + Penalty 3183.794907 = -1721945.679092
  nChanged 272
		SP:Iteration 13Q (113791.820000 sec): 3 clusters
  Score: Raw -1725239.742314 + Penalty 3183.794907 = -1722055.947407
  nChanged 248
		SP:Iteration 14Q (113792.100000 sec): 3 clusters
  Score: Raw -1725337.255006 + Penalty 3183.794907 = -1722153.460099
  nChanged 208
		SP:Iteration 15Q (113792.390000 sec): 3 clusters
  Score: Raw -1725424.838851 + Penalty 3183.794907 = -1722241.043944
  nChanged 190
		SP:Iteration 16Q (113792.730000 sec): 3 clusters
  Score: Raw -1725503.005419 + Penalty 3183.794907 = -1722319.210513
  nChanged 186
		SP:Iteration 17Q (113793.020000 sec): 3 clusters
  Score: Raw -1725583.774595 + Penalty 3183.794907 = -1722399.979688
  nChanged 187
		SP:Iteration 18Q (113793.310000 sec): 3 clusters
  Score: Raw -1725660.667745 + Penalty 3183.794907 = -1722476.872839
  nChanged 160
		SP:Iteration 19Q (113793.590000 sec): 3 clusters
  Score: Raw -1725724.771570 + Penalty 3183.794907 = -1722540.976664
  nChanged 153
		SP:Iteration 20F (113793.870000 sec): 3 clusters
  Score: Raw -1725790.309585 + Penalty 3183.794907 = -1722606.514679
  nChanged 154
		SP:Iteration 21Q (113794.130000 sec): 3 clusters
  Score: Raw -1725852.592238 + Penalty 3183.794907 = -1722668.797331
  nChanged 143
		SP:Iteration 22Q (113794.390000 sec): 3 clusters
  Score: Raw -1725920.985720 + Penalty 3183.794907 = -1722737.190813
  nChanged 132
		SP:Iteration 23Q (113794.630000 sec): 3 clusters
  Score: Raw -1725989.189029 + Penalty 3183.794907 = -1722805.394122
  nChanged 132
		SP:Iteration 24Q (113794.960000 sec): 3 clusters
  Score: Raw -1726052.047925 + Penalty 3183.794907 = -1722868.253018
  nChanged 114
		SP:Iteration 25Q (113795.170000 sec): 3 clusters
  Score: Raw -1726102.609011 + Penalty 3183.794907 = -1722918.814105
  nChanged 91
		SP:Iteration 26Q (113795.510000 sec): 3 clusters
  Score: Raw -1726144.590336 + Penalty 3183.794907 = -1722960.795429
  nChanged 87
		SP:Iteration 27Q (113795.750000 sec): 3 clusters
  Score: Raw -1726191.938168 + Penalty 3183.794907 = -1723008.143261
  nChanged 83
		SP:Iteration 28Q (113796.020000 sec): 3 clusters
  Score: Raw -1726232.114160 + Penalty 3183.794907 = -1723048.319253
  nChanged 74
		SP:Iteration 29Q (113796.240000 sec): 3 clusters
  Score: Raw -1726272.384130 + Penalty 3183.794907 = -1723088.589223
  nChanged 65
		SP:Iteration 30Q (113796.520000 sec): 3 clusters
  Score: Raw -1726302.594129 + Penalty 3183.794907 = -1723118.799222
  nChanged 54
		SP:Iteration 31Q (113796.830000 sec): 3 clusters
  Score: Raw -1726327.427624 + Penalty 3183.794907 = -1723143.632718
  nChanged 54
		SP:Iteration 32Q (113797.110000 sec): 3 clusters
  Score: Raw -1726355.321274 + Penalty 3183.794907 = -1723171.526367
  nChanged 45
		SP:Iteration 33Q (113797.380000 sec): 3 clusters
  Score: Raw -1726376.212047 + Penalty 3183.794907 = -1723192.417140
  nChanged 34
		SP:Iteration 34Q (113797.640000 sec): 3 clusters
  Score: Raw -1726395.080553 + Penalty 3183.794907 = -1723211.285646
  nChanged 33
		SP:Iteration 35Q (113797.920000 sec): 3 clusters
  Score: Raw -1726414.566979 + Penalty 3183.794907 = -1723230.772072
  nChanged 29
		SP:Iteration 36Q (113798.180000 sec): 3 clusters
  Score: Raw -1726428.705874 + Penalty 3183.794907 = -1723244.910968
  nChanged 22
		SP:Iteration 37Q (113798.420000 sec): 3 clusters
  Score: Raw -1726438.289735 + Penalty 3183.794907 = -1723254.494829
  nChanged 20
		SP:Iteration 38Q (113798.700000 sec): 3 clusters
  Score: Raw -1726446.155493 + Penalty 3183.794907 = -1723262.360586
  nChanged 13
		SP:Iteration 39Q (113799.000000 sec): 3 clusters
  Score: Raw -1726452.460125 + Penalty 3183.794907 = -1723268.665218
  nChanged 14
		SP:Iteration 40F (113799.230000 sec): 3 clusters
  Score: Raw -1726460.333731 + Penalty 3183.794907 = -1723276.538824
  nChanged 14
		SP:Iteration 41Q (113799.510000 sec): 3 clusters
  Score: Raw -1726466.086650 + Penalty 3183.794907 = -1723282.291743
  nChanged 10
		SP:Iteration 42Q (113799.840000 sec): 3 clusters
  Score: Raw -1726470.226712 + Penalty 3183.794907 = -1723286.431805
  nChanged 12
		SP:Iteration 43Q (113800.140000 sec): 3 clusters
  Score: Raw -1726476.898756 + Penalty 3183.794907 = -1723293.103850
  nChanged 19
		SP:Iteration 44Q (113800.380000 sec): 3 clusters
  Score: Raw -1726485.674287 + Penalty 3183.794907 = -1723301.879381
  nChanged 14
		SP:Iteration 45Q (113800.670000 sec): 3 clusters
  Score: Raw -1726491.081452 + Penalty 3183.794907 = -1723307.286546
  nChanged 12
		SP:Iteration 46Q (113800.970000 sec): 3 clusters
  Score: Raw -1726496.573981 + Penalty 3183.794907 = -1723312.779074
  nChanged 7
		SP:Iteration 47Q (113801.320000 sec): 3 clusters
  Score: Raw -1726499.671365 + Penalty 3183.794907 = -1723315.876458
  nChanged 8
		SP:Iteration 48Q (113801.570000 sec): 3 clusters
  Score: Raw -1726502.565250 + Penalty 3183.794907 = -1723318.770343
  nChanged 4
		SP:Iteration 49Q (113801.870000 sec): 3 clusters
  Score: Raw -1726504.344214 + Penalty 3183.794907 = -1723320.549307
  nChanged 6
		SP:Iteration 50Q (113802.120000 sec): 3 clusters
  Score: Raw -1726506.721649 + Penalty 3183.794907 = -1723322.926743
  nChanged 8
		SP:Iteration 51Q (113802.390000 sec): 3 clusters
  Score: Raw -1726510.383106 + Penalty 3183.794907 = -1723326.588199
  nChanged 5
		SP:Iteration 52Q (113802.670000 sec): 3 clusters
  Score: Raw -1726512.662120 + Penalty 3183.794907 = -1723328.867214
  nChanged 7
		SP:Iteration 53Q (113802.980000 sec): 3 clusters
  Score: Raw -1726516.297599 + Penalty 3183.794907 = -1723332.502692
  nChanged 6
		SP:Iteration 54Q (113803.270000 sec): 3 clusters
  Score: Raw -1726519.671183 + Penalty 3183.794907 = -1723335.876276
  nChanged 3
		SP:Iteration 55Q (113803.570000 sec): 3 clusters
  Score: Raw -1726521.125539 + Penalty 3183.794907 = -1723337.330633
  nChanged 3
		SP:Iteration 56Q (113803.840000 sec): 3 clusters
  Score: Raw -1726522.344965 + Penalty 3183.794907 = -1723338.550058
  nChanged 1
		SP:Iteration 57Q (113804.190000 sec): 3 clusters
  Score: Raw -1726522.532606 + Penalty 3183.794907 = -1723338.737700
  nChanged 1
		SP:Iteration 58Q (113804.450000 sec): 3 clusters
  Score: Raw -1726522.945460 + Penalty 3183.794907 = -1723339.150553
  nChanged 1
		SP:Iteration 59Q (113804.740000 sec): 3 clusters
  Score: Raw -1726523.744072 + Penalty 3183.794907 = -1723339.949165
  nChanged 1
		SP:Iteration 60F (113805.080000 sec): 3 clusters
  Score: Raw -1726524.237537 + Penalty 3183.794907 = -1723340.442630
  nChanged 1
		SP:Iteration 61Q (113805.320000 sec): 3 clusters
  Score: Raw -1726524.518141 + Penalty 3183.794907 = -1723340.723234
  nChanged 1
		SP:Iteration 62Q (113805.610000 sec): 3 clusters
  Score: Raw -1726524.800129 + Penalty 3183.794907 = -1723341.005222
  nChanged 1
		SP:Iteration 63Q (113805.910000 sec): 3 clusters
  Score: Raw -1726525.133950 + Penalty 3183.794907 = -1723341.339043
  nChanged 1
		SP:Iteration 64Q (113806.220000 sec): 3 clusters
  Score: Raw -1726525.647758 + Penalty 3183.794907 = -1723341.852851
  nChanged 4
		SP:Iteration 65Q (113806.640000 sec): 3 clusters
  Score: Raw -1726528.580285 + Penalty 3183.794907 = -1723344.785378
  nChanged 5
		SP:Iteration 66Q (113806.940000 sec): 3 clusters
  Score: Raw -1726531.726895 + Penalty 3183.794907 = -1723347.931988
  nChanged 4
		SP:Iteration 67Q (113807.280000 sec): 3 clusters
  Score: Raw -1726533.672429 + Penalty 3183.794907 = -1723349.877522
  nChanged 5
		SP:Iteration 68Q (113807.550000 sec): 3 clusters
  Score: Raw -1726535.637574 + Penalty 3183.794907 = -1723351.842668
  nChanged 4
		SP:Iteration 69Q (113807.910000 sec): 3 clusters
  Score: Raw -1726536.640839 + Penalty 3183.794907 = -1723352.845933
  nChanged 1
		SP:Iteration 70Q (113808.190000 sec): 3 clusters
  Score: Raw -1726536.944729 + Penalty 3183.794907 = -1723353.149822
  nChanged 1
		SP:Iteration 71Q (113808.510000 sec): 3 clusters
  Score: Raw -1726537.418638 + Penalty 3183.794907 = -1723353.623732
  nChanged 0
		SP:Iteration 72F (113808.820000 sec): 3 clusters
  Score: Raw -1726537.418638 + Penalty 3183.794907 = -1723353.623732
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113808.960000 sec): 2 clusters
  Score: Raw -1307855.023894 + Penalty 1520.040330 = -1306334.983565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113809.250000 sec): 3 clusters
  Score: Raw -1301188.409274 + Penalty 3040.080659 = -1298148.328615
  nChanged 5024
		SP:Iteration 1F (113809.520000 sec): 3 clusters
  Score: Raw -1303984.638205 + Penalty 3040.080659 = -1300944.557546
  nChanged 626
		SP:Iteration 2F (113809.800000 sec): 3 clusters
  Score: Raw -1304264.723801 + Penalty 3040.080659 = -1301224.643142
  nChanged 623
		SP:Iteration 3F (113810.070000 sec): 3 clusters
  Score: Raw -1304568.860458 + Penalty 3040.080659 = -1301528.779799
  nChanged 599
		SP:Iteration 4F (113810.310000 sec): 3 clusters
  Score: Raw -1304897.324238 + Penalty 3040.080659 = -1301857.243579
  nChanged 608
		SP:Iteration 5F (113810.550000 sec): 3 clusters
  Score: Raw -1305282.015231 + Penalty 3040.080659 = -1302241.934572
  nChanged 606
		SP:Iteration 6F (113810.840000 sec): 3 clusters
  Score: Raw -1305689.847716 + Penalty 3040.080659 = -1302649.767056
  nChanged 565
		SP:Iteration 7Q (113811.050000 sec): 3 clusters
  Score: Raw -1306081.925970 + Penalty 3040.080659 = -1303041.845311
  nChanged 518
		SP:Iteration 8Q (113811.290000 sec): 3 clusters
  Score: Raw -1306436.662345 + Penalty 3040.080659 = -1303396.581686
  nChanged 435
		SP:Iteration 9Q (113811.570000 sec): 3 clusters
  Score: Raw -1306711.584014 + Penalty 3040.080659 = -1303671.503355
  nChanged 394
		SP:Iteration 10Q (113811.840000 sec): 3 clusters
  Score: Raw -1306987.880103 + Penalty 3040.080659 = -1303947.799444
  nChanged 345
		SP:Iteration 11Q (113812.080000 sec): 3 clusters
  Score: Raw -1307225.857277 + Penalty 3040.080659 = -1304185.776618
  nChanged 281
		SP:Iteration 12Q (113812.330000 sec): 3 clusters
  Score: Raw -1307410.746320 + Penalty 3040.080659 = -1304370.665661
  nChanged 234
		SP:Iteration 13Q (113812.560000 sec): 3 clusters
  Score: Raw -1307547.801995 + Penalty 3040.080659 = -1304507.721335
  nChanged 193
		SP:Iteration 14Q (113812.750000 sec): 3 clusters
  Score: Raw -1307666.960186 + Penalty 3040.080659 = -1304626.879527
  nChanged 160
		SP:Iteration 15Q (113813.050000 sec): 3 clusters
  Score: Raw -1307771.864452 + Penalty 3040.080659 = -1304731.783793
  nChanged 128
		SP:Iteration 16Q (113813.350000 sec): 3 clusters
  Score: Raw -1307851.068969 + Penalty 3040.080659 = -1304810.988310
  nChanged 119
		SP:Iteration 17Q (113813.630000 sec): 3 clusters
  Score: Raw -1307922.620967 + Penalty 3040.080659 = -1304882.540308
  nChanged 77
		SP:Iteration 18Q (113813.980000 sec): 3 clusters
  Score: Raw -1307976.722392 + Penalty 3040.080659 = -1304936.641733
  nChanged 66
		SP:Iteration 19Q (113814.230000 sec): 3 clusters
  Score: Raw -1308016.102686 + Penalty 3040.080659 = -1304976.022027
  nChanged 38
		SP:Iteration 20F (113814.500000 sec): 3 clusters
  Score: Raw -1308036.516876 + Penalty 3040.080659 = -1304996.436217
  nChanged 34
		SP:Iteration 21Q (113814.730000 sec): 3 clusters
  Score: Raw -1308054.148650 + Penalty 3040.080659 = -1305014.067991
  nChanged 28
		SP:Iteration 22Q (113814.960000 sec): 3 clusters
  Score: Raw -1308069.077804 + Penalty 3040.080659 = -1305028.997145
  nChanged 16
		SP:Iteration 23Q (113815.130000 sec): 3 clusters
  Score: Raw -1308080.388866 + Penalty 3040.080659 = -1305040.308207
  nChanged 17
		SP:Iteration 24Q (113815.410000 sec): 3 clusters
  Score: Raw -1308091.891429 + Penalty 3040.080659 = -1305051.810770
  nChanged 15
		SP:Iteration 25Q (113815.590000 sec): 3 clusters
  Score: Raw -1308097.346139 + Penalty 3040.080659 = -1305057.265480
  nChanged 5
		SP:Iteration 26Q (113815.860000 sec): 3 clusters
  Score: Raw -1308099.678539 + Penalty 3040.080659 = -1305059.597880
  nChanged 4
		SP:Iteration 27Q (113816.040000 sec): 3 clusters
  Score: Raw -1308101.478571 + Penalty 3040.080659 = -1305061.397912
  nChanged 1
		SP:Iteration 28Q (113816.280000 sec): 3 clusters
  Score: Raw -1308101.737252 + Penalty 3040.080659 = -1305061.656592
  nChanged 0
		SP:Iteration 29F (113816.540000 sec): 3 clusters
  Score: Raw -1308101.737252 + Penalty 3040.080659 = -1305061.656592
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113816.640000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113816.810000 sec): 3 clusters
  Score: Raw -19191.778497 + Penalty 1726.791943 = -17464.986554
  nChanged 37
		SP:Iteration 1F (113816.980000 sec): 3 clusters
  Score: Raw -19336.021280 + Penalty 1726.791943 = -17609.229337
  nChanged 8
		SP:Iteration 2Q (113817.190000 sec): 3 clusters
  Score: Raw -19370.210350 + Penalty 1726.791943 = -17643.418407
  nChanged 0
		SP:Iteration 3F (113817.350000 sec): 3 clusters
  Score: Raw -19370.210350 + Penalty 1726.791943 = -17643.418407
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113817.470000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113817.670000 sec): 3 clusters
  Score: Raw -59612.812937 + Penalty 2047.755383 = -57565.057554
  nChanged 125
		SP:Iteration 1F (113817.830000 sec): 3 clusters
  Score: Raw -59793.414631 + Penalty 2047.755383 = -57745.659248
  nChanged 32
		SP:Iteration 2F (113817.990000 sec): 3 clusters
  Score: Raw -59852.320780 + Penalty 2047.755383 = -57804.565396
  nChanged 20
		SP:Iteration 3Q (113818.210000 sec): 3 clusters
  Score: Raw -59882.655805 + Penalty 2047.755383 = -57834.900421
  nChanged 18
		SP:Iteration 4Q (113818.380000 sec): 3 clusters
  Score: Raw -59919.077915 + Penalty 2047.755383 = -57871.322532
  nChanged 12
		SP:Iteration 5Q (113818.550000 sec): 3 clusters
  Score: Raw -59937.666403 + Penalty 2047.755383 = -57889.911019
  nChanged 7
		SP:Iteration 6Q (113818.730000 sec): 3 clusters
  Score: Raw -59951.747839 + Penalty 2047.755383 = -57903.992456
  nChanged 7
		SP:Iteration 7Q (113818.850000 sec): 3 clusters
  Score: Raw -59970.744563 + Penalty 2047.755383 = -57922.989180
  nChanged 8
		SP:Iteration 8Q (113819.040000 sec): 3 clusters
  Score: Raw -59993.237465 + Penalty 2047.755383 = -57945.482082
  nChanged 9
		SP:Iteration 9Q (113819.220000 sec): 3 clusters
  Score: Raw -60022.680525 + Penalty 2047.755383 = -57974.925142
  nChanged 7
		SP:Iteration 10Q (113819.370000 sec): 3 clusters
  Score: Raw -60038.444345 + Penalty 2047.755383 = -57990.688961
  nChanged 7
		SP:Iteration 11Q (113819.500000 sec): 3 clusters
  Score: Raw -60056.653266 + Penalty 2047.755383 = -58008.897882
  nChanged 4
		SP:Iteration 12Q (113819.680000 sec): 3 clusters
  Score: Raw -60068.264256 + Penalty 2047.755383 = -58020.508873
  nChanged 3
		SP:Iteration 13Q (113819.870000 sec): 3 clusters
  Score: Raw -60075.064696 + Penalty 2047.755383 = -58027.309313
  nChanged 2
		SP:Iteration 14Q (113820.020000 sec): 3 clusters
  Score: Raw -60077.159917 + Penalty 2047.755383 = -58029.404534
  nChanged 1
		SP:Iteration 15Q (113820.220000 sec): 3 clusters
  Score: Raw -60081.166203 + Penalty 2047.755383 = -58033.410820
  nChanged 0
		SP:Iteration 16F (113820.350000 sec): 3 clusters
  Score: Raw -60081.166203 + Penalty 2047.755383 = -58033.410820
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113820.450000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113820.590000 sec): 3 clusters
  Score: Raw -16800.663077 + Penalty 1663.347989 = -15137.315088
  nChanged 17
		SP:Iteration 1F (113820.710000 sec): 3 clusters
  Score: Raw -16884.042002 + Penalty 1663.347989 = -15220.694013
  nChanged 10
		SP:Iteration 2F (113820.850000 sec): 3 clusters
  Score: Raw -16949.383315 + Penalty 1663.347989 = -15286.035326
  nChanged 2
		SP:Iteration 3Q (113820.980000 sec): 3 clusters
  Score: Raw -16969.000181 + Penalty 1663.347989 = -15305.652192
  nChanged 1
		SP:Iteration 4Q (113821.110000 sec): 3 clusters
  Score: Raw -16972.094381 + Penalty 1663.347989 = -15308.746392
  nChanged 1
		SP:Iteration 5Q (113821.300000 sec): 3 clusters
  Score: Raw -16974.141768 + Penalty 1663.347989 = -15310.793779
  nChanged 1
		SP:Iteration 6Q (113821.490000 sec): 3 clusters
  Score: Raw -16975.895521 + Penalty 1663.347989 = -15312.547532
  nChanged 1
		SP:Iteration 7Q (113821.650000 sec): 3 clusters
  Score: Raw -16980.574889 + Penalty 1663.347989 = -15317.226899
  nChanged 0
		SP:Iteration 8F (113821.800000 sec): 3 clusters
  Score: Raw -16980.574889 + Penalty 1663.347989 = -15317.226899
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113822.000000 sec): 2 clusters
  Score: Raw -2043581.061565 + Penalty 1606.695703 = -2041974.365863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113822.310000 sec): 3 clusters
  Score: Raw -2031862.856579 + Penalty 3213.391405 = -2028649.465174
  nChanged 8819
		SP:Iteration 1F (113822.610000 sec): 3 clusters
  Score: Raw -2036905.334656 + Penalty 3213.391405 = -2033691.943250
  nChanged 1219
		SP:Iteration 2F (113822.930000 sec): 3 clusters
  Score: Raw -2037491.754113 + Penalty 3213.391405 = -2034278.362707
  nChanged 1150
		SP:Iteration 3F (113823.210000 sec): 3 clusters
  Score: Raw -2038089.364081 + Penalty 3213.391405 = -2034875.972676
  nChanged 1103
		SP:Iteration 4F (113823.570000 sec): 3 clusters
  Score: Raw -2038694.423103 + Penalty 3213.391405 = -2035481.031697
  nChanged 1026
		SP:Iteration 5F (113823.910000 sec): 3 clusters
  Score: Raw -2039231.189405 + Penalty 3213.391405 = -2036017.798000
  nChanged 966
		SP:Iteration 6Q (113824.210000 sec): 3 clusters
  Score: Raw -2039756.957778 + Penalty 3213.391405 = -2036543.566373
  nChanged 920
		SP:Iteration 7Q (113824.560000 sec): 3 clusters
  Score: Raw -2040211.911351 + Penalty 3213.391405 = -2036998.519945
  nChanged 799
		SP:Iteration 8Q (113824.910000 sec): 3 clusters
  Score: Raw -2040588.512977 + Penalty 3213.391405 = -2037375.121571
  nChanged 683
		SP:Iteration 9Q (113825.210000 sec): 3 clusters
  Score: Raw -2040897.943013 + Penalty 3213.391405 = -2037684.551608
  nChanged 580
		SP:Iteration 10Q (113825.490000 sec): 3 clusters
  Score: Raw -2041135.388586 + Penalty 3213.391405 = -2037921.997180
  nChanged 484
		SP:Iteration 11Q (113825.790000 sec): 3 clusters
  Score: Raw -2041309.308367 + Penalty 3213.391405 = -2038095.916962
  nChanged 397
		SP:Iteration 12Q (113826.090000 sec): 3 clusters
  Score: Raw -2041428.373566 + Penalty 3213.391405 = -2038214.982161
  nChanged 312
		SP:Iteration 13Q (113826.400000 sec): 3 clusters
  Score: Raw -2041506.615431 + Penalty 3213.391405 = -2038293.224026
  nChanged 233
		SP:Iteration 14Q (113826.820000 sec): 3 clusters
  Score: Raw -2041555.697755 + Penalty 3213.391405 = -2038342.306350
  nChanged 200
		SP:Iteration 15Q (113827.150000 sec): 3 clusters
  Score: Raw -2041595.860571 + Penalty 3213.391405 = -2038382.469166
  nChanged 173
		SP:Iteration 16Q (113827.470000 sec): 3 clusters
  Score: Raw -2041629.485010 + Penalty 3213.391405 = -2038416.093605
  nChanged 168
		SP:Iteration 17Q (113827.770000 sec): 3 clusters
  Score: Raw -2041662.760305 + Penalty 3213.391405 = -2038449.368900
  nChanged 169
		SP:Iteration 18Q (113828.140000 sec): 3 clusters
  Score: Raw -2041692.091503 + Penalty 3213.391405 = -2038478.700097
  nChanged 151
		SP:Iteration 19Q (113828.460000 sec): 3 clusters
  Score: Raw -2041719.337137 + Penalty 3213.391405 = -2038505.945732
  nChanged 155
		SP:Iteration 20F (113828.750000 sec): 3 clusters
  Score: Raw -2041753.528627 + Penalty 3213.391405 = -2038540.137222
  nChanged 176
		SP:Iteration 21Q (113829.070000 sec): 3 clusters
  Score: Raw -2041793.221971 + Penalty 3213.391405 = -2038579.830565
  nChanged 189
		SP:Iteration 22Q (113829.380000 sec): 3 clusters
  Score: Raw -2041840.810255 + Penalty 3213.391405 = -2038627.418850
  nChanged 206
		SP:Iteration 23Q (113829.830000 sec): 3 clusters
  Score: Raw -2041893.948839 + Penalty 3213.391405 = -2038680.557433
  nChanged 215
		SP:Iteration 24Q (113830.100000 sec): 3 clusters
  Score: Raw -2041950.362389 + Penalty 3213.391405 = -2038736.970983
  nChanged 233
		SP:Iteration 25Q (113830.410000 sec): 3 clusters
  Score: Raw -2042019.556013 + Penalty 3213.391405 = -2038806.164607
  nChanged 253
		SP:Iteration 26Q (113830.710000 sec): 3 clusters
  Score: Raw -2042103.229049 + Penalty 3213.391405 = -2038889.837644
  nChanged 285
		SP:Iteration 27Q (113831.030000 sec): 3 clusters
  Score: Raw -2042200.782011 + Penalty 3213.391405 = -2038987.390605
  nChanged 282
		SP:Iteration 28Q (113831.340000 sec): 3 clusters
  Score: Raw -2042296.298673 + Penalty 3213.391405 = -2039082.907267
  nChanged 288
		SP:Iteration 29Q (113831.610000 sec): 3 clusters
  Score: Raw -2042394.368203 + Penalty 3213.391405 = -2039180.976798
  nChanged 286
		SP:Iteration 30Q (113831.990000 sec): 3 clusters
  Score: Raw -2042486.275234 + Penalty 3213.391405 = -2039272.883828
  nChanged 281
		SP:Iteration 31Q (113832.320000 sec): 3 clusters
  Score: Raw -2042588.146286 + Penalty 3213.391405 = -2039374.754880
  nChanged 283
		SP:Iteration 32Q (113832.640000 sec): 3 clusters
  Score: Raw -2042702.873728 + Penalty 3213.391405 = -2039489.482323
  nChanged 275
		SP:Iteration 33Q (113832.920000 sec): 3 clusters
  Score: Raw -2042819.240106 + Penalty 3213.391405 = -2039605.848700
  nChanged 256
		SP:Iteration 34Q (113833.200000 sec): 3 clusters
  Score: Raw -2042925.362256 + Penalty 3213.391405 = -2039711.970851
  nChanged 266
		SP:Iteration 35Q (113833.440000 sec): 3 clusters
  Score: Raw -2043043.209442 + Penalty 3213.391405 = -2039829.818036
  nChanged 246
		SP:Iteration 36Q (113833.730000 sec): 3 clusters
  Score: Raw -2043155.688166 + Penalty 3213.391405 = -2039942.296760
  nChanged 234
		SP:Iteration 37Q (113834.030000 sec): 3 clusters
  Score: Raw -2043264.828183 + Penalty 3213.391405 = -2040051.436778
  nChanged 223
		SP:Iteration 38Q (113834.370000 sec): 3 clusters
  Score: Raw -2043374.596333 + Penalty 3213.391405 = -2040161.204928
  nChanged 197
		SP:Iteration 39Q (113834.710000 sec): 3 clusters
  Score: Raw -2043469.255024 + Penalty 3213.391405 = -2040255.863619
  nChanged 192
		SP:Iteration 40F (113835.040000 sec): 3 clusters
  Score: Raw -2043567.668841 + Penalty 3213.391405 = -2040354.277436
  nChanged 160
		SP:Iteration 41Q (113835.350000 sec): 3 clusters
  Score: Raw -2043649.579225 + Penalty 3213.391405 = -2040436.187819
  nChanged 142
		SP:Iteration 42Q (113835.630000 sec): 3 clusters
  Score: Raw -2043718.109412 + Penalty 3213.391405 = -2040504.718006
  nChanged 100
		SP:Iteration 43Q (113835.910000 sec): 3 clusters
  Score: Raw -2043761.116220 + Penalty 3213.391405 = -2040547.724814
  nChanged 86
		SP:Iteration 44Q (113836.250000 sec): 3 clusters
  Score: Raw -2043803.064193 + Penalty 3213.391405 = -2040589.672788
  nChanged 79
		SP:Iteration 45Q (113836.510000 sec): 3 clusters
  Score: Raw -2043840.561730 + Penalty 3213.391405 = -2040627.170324
  nChanged 64
		SP:Iteration 46Q (113836.780000 sec): 3 clusters
  Score: Raw -2043870.646964 + Penalty 3213.391405 = -2040657.255559
  nChanged 59
		SP:Iteration 47Q (113837.090000 sec): 3 clusters
  Score: Raw -2043898.447943 + Penalty 3213.391405 = -2040685.056538
  nChanged 49
		SP:Iteration 48Q (113837.350000 sec): 3 clusters
  Score: Raw -2043920.724749 + Penalty 3213.391405 = -2040707.333343
  nChanged 36
		SP:Iteration 49Q (113837.680000 sec): 3 clusters
  Score: Raw -2043938.298326 + Penalty 3213.391405 = -2040724.906920
  nChanged 29
		SP:Iteration 50Q (113837.940000 sec): 3 clusters
  Score: Raw -2043949.726633 + Penalty 3213.391405 = -2040736.335228
  nChanged 20
		SP:Iteration 51Q (113838.260000 sec): 3 clusters
  Score: Raw -2043956.131082 + Penalty 3213.391405 = -2040742.739676
  nChanged 14
		SP:Iteration 52Q (113838.510000 sec): 3 clusters
  Score: Raw -2043961.224159 + Penalty 3213.391405 = -2040747.832754
  nChanged 14
		SP:Iteration 53Q (113838.860000 sec): 3 clusters
  Score: Raw -2043966.081975 + Penalty 3213.391405 = -2040752.690569
  nChanged 8
		SP:Iteration 54Q (113839.080000 sec): 3 clusters
  Score: Raw -2043969.336683 + Penalty 3213.391405 = -2040755.945277
  nChanged 11
		SP:Iteration 55Q (113839.380000 sec): 3 clusters
  Score: Raw -2043972.903456 + Penalty 3213.391405 = -2040759.512050
  nChanged 5
		SP:Iteration 56Q (113839.690000 sec): 3 clusters
  Score: Raw -2043974.149060 + Penalty 3213.391405 = -2040760.757655
  nChanged 2
		SP:Iteration 57Q (113839.950000 sec): 3 clusters
  Score: Raw -2043974.724534 + Penalty 3213.391405 = -2040761.333128
  nChanged 1
		SP:Iteration 58Q (113840.260000 sec): 3 clusters
  Score: Raw -2043974.892843 + Penalty 3213.391405 = -2040761.501437
  nChanged 0
		SP:Iteration 59F (113840.580000 sec): 3 clusters
  Score: Raw -2043974.892843 + Penalty 3213.391405 = -2040761.501437
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (28499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113840.900000 sec): 2 clusters
  Score: Raw -3016848.211505 + Penalty 1666.863945 = -3015181.347560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113841.310000 sec): 3 clusters
  Score: Raw -2999315.400809 + Penalty 3333.727890 = -2995981.672919
  nChanged 13040
		SP:Iteration 1F (113841.680000 sec): 3 clusters
  Score: Raw -3006623.964026 + Penalty 3333.727890 = -3003290.236136
  nChanged 1355
		SP:Iteration 2Q (113842.030000 sec): 3 clusters
  Score: Raw -3007105.380594 + Penalty 3333.727890 = -3003771.652704
  nChanged 1376
		SP:Iteration 3Q (113842.360000 sec): 3 clusters
  Score: Raw -3007686.238146 + Penalty 3333.727890 = -3004352.510256
  nChanged 1441
		SP:Iteration 4F (113842.680000 sec): 3 clusters
  Score: Raw -3008363.748271 + Penalty 3333.727890 = -3005030.020380
  nChanged 1558
		SP:Iteration 5F (113842.990000 sec): 3 clusters
  Score: Raw -3009192.214552 + Penalty 3333.727890 = -3005858.486661
  nChanged 1606
		SP:Iteration 6F (113843.400000 sec): 3 clusters
  Score: Raw -3010182.207694 + Penalty 3333.727890 = -3006848.479804
  nChanged 1682
		SP:Iteration 7F (113843.790000 sec): 3 clusters
  Score: Raw -3011237.759781 + Penalty 3333.727890 = -3007904.031891
  nChanged 1591
		SP:Iteration 8F (113844.160000 sec): 3 clusters
  Score: Raw -3012249.541106 + Penalty 3333.727890 = -3008915.813216
  nChanged 1390
		SP:Iteration 9Q (113844.590000 sec): 3 clusters
  Score: Raw -3013023.144459 + Penalty 3333.727890 = -3009689.416568
  nChanged 1097
		SP:Iteration 10Q (113844.910000 sec): 3 clusters
  Score: Raw -3013527.787133 + Penalty 3333.727890 = -3010194.059243
  nChanged 790
		SP:Iteration 11Q (113845.300000 sec): 3 clusters
  Score: Raw -3013829.327911 + Penalty 3333.727890 = -3010495.600020
  nChanged 603
		SP:Iteration 12Q (113845.630000 sec): 3 clusters
  Score: Raw -3014033.116557 + Penalty 3333.727890 = -3010699.388667
  nChanged 494
		SP:Iteration 13Q (113845.980000 sec): 3 clusters
  Score: Raw -3014181.086838 + Penalty 3333.727890 = -3010847.358948
  nChanged 395
		SP:Iteration 14Q (113846.320000 sec): 3 clusters
  Score: Raw -3014286.925726 + Penalty 3333.727890 = -3010953.197836
  nChanged 362
		SP:Iteration 15Q (113846.710000 sec): 3 clusters
  Score: Raw -3014382.562982 + Penalty 3333.727890 = -3011048.835091
  nChanged 338
		SP:Iteration 16Q (113847.070000 sec): 3 clusters
  Score: Raw -3014467.910224 + Penalty 3333.727890 = -3011134.182334
  nChanged 308
		SP:Iteration 17Q (113847.450000 sec): 3 clusters
  Score: Raw -3014542.318813 + Penalty 3333.727890 = -3011208.590923
  nChanged 280
		SP:Iteration 18Q (113847.860000 sec): 3 clusters
  Score: Raw -3014616.921858 + Penalty 3333.727890 = -3011283.193968
  nChanged 291
		SP:Iteration 19Q (113848.230000 sec): 3 clusters
  Score: Raw -3014697.726342 + Penalty 3333.727890 = -3011363.998452
  nChanged 287
		SP:Iteration 20F (113848.610000 sec): 3 clusters
  Score: Raw -3014778.710178 + Penalty 3333.727890 = -3011444.982287
  nChanged 319
		SP:Iteration 21Q (113848.930000 sec): 3 clusters
  Score: Raw -3014869.311866 + Penalty 3333.727890 = -3011535.583976
  nChanged 344
		SP:Iteration 22Q (113849.270000 sec): 3 clusters
  Score: Raw -3014980.003599 + Penalty 3333.727890 = -3011646.275709
  nChanged 375
		SP:Iteration 23Q (113849.710000 sec): 3 clusters
  Score: Raw -3015121.709694 + Penalty 3333.727890 = -3011787.981804
  nChanged 388
		SP:Iteration 24Q (113850.110000 sec): 3 clusters
  Score: Raw -3015266.954734 + Penalty 3333.727890 = -3011933.226843
  nChanged 395
		SP:Iteration 25Q (113850.530000 sec): 3 clusters
  Score: Raw -3015424.201102 + Penalty 3333.727890 = -3012090.473212
  nChanged 391
		SP:Iteration 26Q (113850.950000 sec): 3 clusters
  Score: Raw -3015573.783303 + Penalty 3333.727890 = -3012240.055413
  nChanged 334
		SP:Iteration 27Q (113851.310000 sec): 3 clusters
  Score: Raw -3015713.576212 + Penalty 3333.727890 = -3012379.848321
  nChanged 324
		SP:Iteration 28Q (113851.590000 sec): 3 clusters
  Score: Raw -3015844.696451 + Penalty 3333.727890 = -3012510.968561
  nChanged 306
		SP:Iteration 29Q (113851.880000 sec): 3 clusters
  Score: Raw -3015964.524769 + Penalty 3333.727890 = -3012630.796878
  nChanged 316
		SP:Iteration 30Q (113852.280000 sec): 3 clusters
  Score: Raw -3016082.048602 + Penalty 3333.727890 = -3012748.320711
  nChanged 288
		SP:Iteration 31Q (113852.620000 sec): 3 clusters
  Score: Raw -3016183.206194 + Penalty 3333.727890 = -3012849.478304
  nChanged 269
		SP:Iteration 32Q (113853.050000 sec): 3 clusters
  Score: Raw -3016264.785302 + Penalty 3333.727890 = -3012931.057412
  nChanged 243
		SP:Iteration 33Q (113853.400000 sec): 3 clusters
  Score: Raw -3016332.116973 + Penalty 3333.727890 = -3012998.389083
  nChanged 198
		SP:Iteration 34Q (113853.730000 sec): 3 clusters
  Score: Raw -3016384.133033 + Penalty 3333.727890 = -3013050.405143
  nChanged 172
		SP:Iteration 35Q (113854.140000 sec): 3 clusters
  Score: Raw -3016424.225699 + Penalty 3333.727890 = -3013090.497809
  nChanged 159
		SP:Iteration 36Q (113854.500000 sec): 3 clusters
  Score: Raw -3016459.536164 + Penalty 3333.727890 = -3013125.808274
  nChanged 153
		SP:Iteration 37Q (113854.820000 sec): 3 clusters
  Score: Raw -3016495.803714 + Penalty 3333.727890 = -3013162.075824
  nChanged 147
		SP:Iteration 38Q (113855.130000 sec): 3 clusters
  Score: Raw -3016529.563577 + Penalty 3333.727890 = -3013195.835687
  nChanged 137
		SP:Iteration 39Q (113855.500000 sec): 3 clusters
  Score: Raw -3016560.502013 + Penalty 3333.727890 = -3013226.774123
  nChanged 127
		SP:Iteration 40F (113855.820000 sec): 3 clusters
  Score: Raw -3016587.133146 + Penalty 3333.727890 = -3013253.405256
  nChanged 113
		SP:Iteration 41Q (113856.160000 sec): 3 clusters
  Score: Raw -3016611.929501 + Penalty 3333.727890 = -3013278.201611
  nChanged 112
		SP:Iteration 42Q (113856.460000 sec): 3 clusters
  Score: Raw -3016636.475993 + Penalty 3333.727890 = -3013302.748102
  nChanged 116
		SP:Iteration 43Q (113856.790000 sec): 3 clusters
  Score: Raw -3016659.198853 + Penalty 3333.727890 = -3013325.470963
  nChanged 94
		SP:Iteration 44Q (113857.120000 sec): 3 clusters
  Score: Raw -3016682.284835 + Penalty 3333.727890 = -3013348.556945
  nChanged 112
		SP:Iteration 45Q (113857.470000 sec): 3 clusters
  Score: Raw -3016715.735631 + Penalty 3333.727890 = -3013382.007741
  nChanged 140
		SP:Iteration 46Q (113857.850000 sec): 3 clusters
  Score: Raw -3016759.987466 + Penalty 3333.727890 = -3013426.259576
  nChanged 151
		SP:Iteration 47Q (113858.220000 sec): 3 clusters
  Score: Raw -3016819.437605 + Penalty 3333.727890 = -3013485.709715
  nChanged 165
		SP:Iteration 48Q (113858.580000 sec): 3 clusters
  Score: Raw -3016880.967670 + Penalty 3333.727890 = -3013547.239780
  nChanged 141
		SP:Iteration 49Q (113859.030000 sec): 3 clusters
  Score: Raw -3016934.655278 + Penalty 3333.727890 = -3013600.927388
  nChanged 163
		SP:Iteration 50Q (113859.360000 sec): 3 clusters
  Score: Raw -3016991.076498 + Penalty 3333.727890 = -3013657.348608
  nChanged 157
		SP:Iteration 51Q (113859.710000 sec): 3 clusters
  Score: Raw -3017044.873042 + Penalty 3333.727890 = -3013711.145151
  nChanged 149
		SP:Iteration 52Q (113860.120000 sec): 3 clusters
  Score: Raw -3017098.035729 + Penalty 3333.727890 = -3013764.307839
  nChanged 140
		SP:Iteration 53Q (113860.480000 sec): 3 clusters
  Score: Raw -3017141.048005 + Penalty 3333.727890 = -3013807.320115
  nChanged 127
		SP:Iteration 54Q (113860.830000 sec): 3 clusters
  Score: Raw -3017181.839256 + Penalty 3333.727890 = -3013848.111365
  nChanged 134
		SP:Iteration 55Q (113861.170000 sec): 3 clusters
  Score: Raw -3017224.566910 + Penalty 3333.727890 = -3013890.839019
  nChanged 131
		SP:Iteration 56Q (113861.500000 sec): 3 clusters
  Score: Raw -3017273.164041 + Penalty 3333.727890 = -3013939.436151
  nChanged 127
		SP:Iteration 57Q (113861.830000 sec): 3 clusters
  Score: Raw -3017317.446283 + Penalty 3333.727890 = -3013983.718392
  nChanged 108
		SP:Iteration 58Q (113862.190000 sec): 3 clusters
  Score: Raw -3017350.745646 + Penalty 3333.727890 = -3014017.017755
  nChanged 100
		SP:Iteration 59Q (113862.550000 sec): 3 clusters
  Score: Raw -3017384.309563 + Penalty 3333.727890 = -3014050.581672
  nChanged 85
		SP:Iteration 60F (113862.910000 sec): 3 clusters
  Score: Raw -3017413.885325 + Penalty 3333.727890 = -3014080.157435
  nChanged 93
		SP:Iteration 61Q (113863.210000 sec): 3 clusters
  Score: Raw -3017446.248714 + Penalty 3333.727890 = -3014112.520824
  nChanged 74
		SP:Iteration 62Q (113863.620000 sec): 3 clusters
  Score: Raw -3017470.217847 + Penalty 3333.727890 = -3014136.489957
  nChanged 79
		SP:Iteration 63Q (113863.980000 sec): 3 clusters
  Score: Raw -3017493.800458 + Penalty 3333.727890 = -3014160.072567
  nChanged 63
		SP:Iteration 64Q (113864.430000 sec): 3 clusters
  Score: Raw -3017516.085770 + Penalty 3333.727890 = -3014182.357879
  nChanged 60
		SP:Iteration 65Q (113864.760000 sec): 3 clusters
  Score: Raw -3017537.204332 + Penalty 3333.727890 = -3014203.476441
  nChanged 67
		SP:Iteration 66Q (113865.100000 sec): 3 clusters
  Score: Raw -3017561.268610 + Penalty 3333.727890 = -3014227.540720
  nChanged 72
		SP:Iteration 67Q (113865.470000 sec): 3 clusters
  Score: Raw -3017586.476476 + Penalty 3333.727890 = -3014252.748586
  nChanged 54
		SP:Iteration 68Q (113865.930000 sec): 3 clusters
  Score: Raw -3017606.098078 + Penalty 3333.727890 = -3014272.370187
  nChanged 58
		SP:Iteration 69Q (113866.300000 sec): 3 clusters
  Score: Raw -3017626.055350 + Penalty 3333.727890 = -3014292.327459
  nChanged 55
		SP:Iteration 70Q (113866.730000 sec): 3 clusters
  Score: Raw -3017645.038178 + Penalty 3333.727890 = -3014311.310288
  nChanged 51
		SP:Iteration 71Q (113867.130000 sec): 3 clusters
  Score: Raw -3017659.872149 + Penalty 3333.727890 = -3014326.144259
  nChanged 34
		SP:Iteration 72Q (113867.510000 sec): 3 clusters
  Score: Raw -3017670.049880 + Penalty 3333.727890 = -3014336.321990
  nChanged 30
		SP:Iteration 73Q (113867.880000 sec): 3 clusters
  Score: Raw -3017678.605438 + Penalty 3333.727890 = -3014344.877547
  nChanged 35
		SP:Iteration 74Q (113868.250000 sec): 3 clusters
  Score: Raw -3017688.118833 + Penalty 3333.727890 = -3014354.390942
  nChanged 33
		SP:Iteration 75Q (113868.560000 sec): 3 clusters
  Score: Raw -3017697.148252 + Penalty 3333.727890 = -3014363.420361
  nChanged 28
		SP:Iteration 76Q (113868.890000 sec): 3 clusters
  Score: Raw -3017704.657014 + Penalty 3333.727890 = -3014370.929123
  nChanged 27
		SP:Iteration 77Q (113869.310000 sec): 3 clusters
  Score: Raw -3017712.003287 + Penalty 3333.727890 = -3014378.275396
  nChanged 26
		SP:Iteration 78Q (113869.700000 sec): 3 clusters
  Score: Raw -3017719.409395 + Penalty 3333.727890 = -3014385.681505
  nChanged 21
		SP:Iteration 79Q (113870.040000 sec): 3 clusters
  Score: Raw -3017727.003839 + Penalty 3333.727890 = -3014393.275949
  nChanged 21
		SP:Iteration 80F (113870.330000 sec): 3 clusters
  Score: Raw -3017733.276319 + Penalty 3333.727890 = -3014399.548429
  nChanged 15
		SP:Iteration 81Q (113870.690000 sec): 3 clusters
  Score: Raw -3017739.054705 + Penalty 3333.727890 = -3014405.326815
  nChanged 19
		SP:Iteration 82Q (113871.040000 sec): 3 clusters
  Score: Raw -3017744.568049 + Penalty 3333.727890 = -3014410.840159
  nChanged 17
		SP:Iteration 83Q (113871.400000 sec): 3 clusters
  Score: Raw -3017748.825313 + Penalty 3333.727890 = -3014415.097423
  nChanged 12
		SP:Iteration 84Q (113871.820000 sec): 3 clusters
  Score: Raw -3017751.280639 + Penalty 3333.727890 = -3014417.552749
  nChanged 11
		SP:Iteration 85Q (113872.190000 sec): 3 clusters
  Score: Raw -3017754.299959 + Penalty 3333.727890 = -3014420.572069
  nChanged 13
		SP:Iteration 86Q (113872.550000 sec): 3 clusters
  Score: Raw -3017757.666806 + Penalty 3333.727890 = -3014423.938916
  nChanged 6
		SP:Iteration 87Q (113872.830000 sec): 3 clusters
  Score: Raw -3017759.345132 + Penalty 3333.727890 = -3014425.617241
  nChanged 7
		SP:Iteration 88Q (113873.150000 sec): 3 clusters
  Score: Raw -3017761.334634 + Penalty 3333.727890 = -3014427.606744
  nChanged 8
		SP:Iteration 89Q (113873.490000 sec): 3 clusters
  Score: Raw -3017763.850583 + Penalty 3333.727890 = -3014430.122693
  nChanged 6
		SP:Iteration 90Q (113873.810000 sec): 3 clusters
  Score: Raw -3017765.596140 + Penalty 3333.727890 = -3014431.868249
  nChanged 7
		SP:Iteration 91Q (113874.080000 sec): 3 clusters
  Score: Raw -3017766.947909 + Penalty 3333.727890 = -3014433.220019
  nChanged 6
		SP:Iteration 92Q (113874.360000 sec): 3 clusters
  Score: Raw -3017768.453495 + Penalty 3333.727890 = -3014434.725604
  nChanged 6
		SP:Iteration 93Q (113874.710000 sec): 3 clusters
  Score: Raw -3017769.772971 + Penalty 3333.727890 = -3014436.045081
  nChanged 7
		SP:Iteration 94Q (113875.060000 sec): 3 clusters
  Score: Raw -3017771.572424 + Penalty 3333.727890 = -3014437.844534
  nChanged 9
		SP:Iteration 95Q (113875.340000 sec): 3 clusters
  Score: Raw -3017773.839993 + Penalty 3333.727890 = -3014440.112103
  nChanged 9
		SP:Iteration 96Q (113875.760000 sec): 3 clusters
  Score: Raw -3017776.129368 + Penalty 3333.727890 = -3014442.401478
  nChanged 10
		SP:Iteration 97Q (113876.110000 sec): 3 clusters
  Score: Raw -3017778.670319 + Penalty 3333.727890 = -3014444.942429
  nChanged 6
		SP:Iteration 98Q (113876.460000 sec): 3 clusters
  Score: Raw -3017780.251298 + Penalty 3333.727890 = -3014446.523408
  nChanged 7
		SP:Iteration 99Q (113876.790000 sec): 3 clusters
  Score: Raw -3017781.709262 + Penalty 3333.727890 = -3014447.981372
  nChanged 8
		SP:Iteration 100F (113877.160000 sec): 3 clusters
  Score: Raw -3017783.250841 + Penalty 3333.727890 = -3014449.522950
  nChanged 8
		SP:Iteration 101Q (113877.470000 sec): 3 clusters
  Score: Raw -3017785.229854 + Penalty 3333.727890 = -3014451.501963
  nChanged 5
		SP:Iteration 102Q (113877.780000 sec): 3 clusters
  Score: Raw -3017786.258365 + Penalty 3333.727890 = -3014452.530475
  nChanged 2
		SP:Iteration 103Q (113878.120000 sec): 3 clusters
  Score: Raw -3017786.827227 + Penalty 3333.727890 = -3014453.099337
  nChanged 4
		SP:Iteration 104Q (113878.440000 sec): 3 clusters
  Score: Raw -3017787.859497 + Penalty 3333.727890 = -3014454.131606
  nChanged 5
		SP:Iteration 105Q (113878.790000 sec): 3 clusters
  Score: Raw -3017788.704395 + Penalty 3333.727890 = -3014454.976505
  nChanged 4
		SP:Iteration 106Q (113879.090000 sec): 3 clusters
  Score: Raw -3017789.789842 + Penalty 3333.727890 = -3014456.061951
  nChanged 4
		SP:Iteration 107Q (113879.350000 sec): 3 clusters
  Score: Raw -3017791.929700 + Penalty 3333.727890 = -3014458.201809
  nChanged 6
		SP:Iteration 108Q (113879.650000 sec): 3 clusters
  Score: Raw -3017793.717053 + Penalty 3333.727890 = -3014459.989163
  nChanged 10
		SP:Iteration 109Q (113879.950000 sec): 3 clusters
  Score: Raw -3017796.405591 + Penalty 3333.727890 = -3014462.677700
  nChanged 4
		SP:Iteration 110Q (113880.190000 sec): 3 clusters
  Score: Raw -3017797.428933 + Penalty 3333.727890 = -3014463.701043
  nChanged 6
		SP:Iteration 111Q (113880.580000 sec): 3 clusters
  Score: Raw -3017798.601739 + Penalty 3333.727890 = -3014464.873849
  nChanged 3
		SP:Iteration 112Q (113880.860000 sec): 3 clusters
  Score: Raw -3017799.230706 + Penalty 3333.727890 = -3014465.502816
  nChanged 2
		SP:Iteration 113Q (113881.230000 sec): 3 clusters
  Score: Raw -3017799.576188 + Penalty 3333.727890 = -3014465.848297
  nChanged 0
		SP:Iteration 114F (113881.630000 sec): 3 clusters
  Score: Raw -3017799.576188 + Penalty 3333.727890 = -3014465.848297
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113881.760000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113881.970000 sec): 3 clusters
  Score: Raw -55551.151987 + Penalty 2015.165482 = -53535.986506
  nChanged 114
		SP:Iteration 1F (113882.190000 sec): 3 clusters
  Score: Raw -55737.936256 + Penalty 2015.165482 = -53722.770774
  nChanged 39
		SP:Iteration 2F (113882.300000 sec): 3 clusters
  Score: Raw -55812.782121 + Penalty 2015.165482 = -53797.616639
  nChanged 25
		SP:Iteration 3F (113882.450000 sec): 3 clusters
  Score: Raw -55890.026920 + Penalty 2015.165482 = -53874.861439
  nChanged 28
		SP:Iteration 4F (113882.650000 sec): 3 clusters
  Score: Raw -55954.032320 + Penalty 2015.165482 = -53938.866838
  nChanged 18
		SP:Iteration 5Q (113882.790000 sec): 3 clusters
  Score: Raw -55994.933947 + Penalty 2015.165482 = -53979.768465
  nChanged 13
		SP:Iteration 6Q (113882.970000 sec): 3 clusters
  Score: Raw -56017.681531 + Penalty 2015.165482 = -54002.516049
  nChanged 8
		SP:Iteration 7Q (113883.070000 sec): 3 clusters
  Score: Raw -56032.856986 + Penalty 2015.165482 = -54017.691505
  nChanged 4
		SP:Iteration 8Q (113883.260000 sec): 3 clusters
  Score: Raw -56040.702237 + Penalty 2015.165482 = -54025.536755
  nChanged 3
		SP:Iteration 9Q (113883.380000 sec): 3 clusters
  Score: Raw -56044.826466 + Penalty 2015.165482 = -54029.660984
  nChanged 2
		SP:Iteration 10Q (113883.500000 sec): 3 clusters
  Score: Raw -56048.522192 + Penalty 2015.165482 = -54033.356710
  nChanged 0
		SP:Iteration 11F (113883.630000 sec): 3 clusters
  Score: Raw -56048.522192 + Penalty 2015.165482 = -54033.356710
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113883.700000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113883.870000 sec): 3 clusters
  Score: Raw -48661.115624 + Penalty 1948.846929 = -46712.268695
  nChanged 103
		SP:Iteration 1F (113884.000000 sec): 3 clusters
  Score: Raw -48814.337770 + Penalty 1948.846929 = -46865.490841
  nChanged 15
		SP:Iteration 2Q (113884.130000 sec): 3 clusters
  Score: Raw -48842.131576 + Penalty 1948.846929 = -46893.284647
  nChanged 13
		SP:Iteration 3Q (113884.290000 sec): 3 clusters
  Score: Raw -48863.228880 + Penalty 1948.846929 = -46914.381951
  nChanged 8
		SP:Iteration 4Q (113884.400000 sec): 3 clusters
  Score: Raw -48891.076981 + Penalty 1948.846929 = -46942.230052
  nChanged 4
		SP:Iteration 5Q (113884.570000 sec): 3 clusters
  Score: Raw -48911.099421 + Penalty 1948.846929 = -46962.252492
  nChanged 5
		SP:Iteration 6Q (113884.740000 sec): 3 clusters
  Score: Raw -48918.776753 + Penalty 1948.846929 = -46969.929824
  nChanged 4
		SP:Iteration 7Q (113884.880000 sec): 3 clusters
  Score: Raw -48927.104080 + Penalty 1948.846929 = -46978.257152
  nChanged 4
		SP:Iteration 8Q (113885.050000 sec): 3 clusters
  Score: Raw -48934.525763 + Penalty 1948.846929 = -46985.678834
  nChanged 2
		SP:Iteration 9Q (113885.220000 sec): 3 clusters
  Score: Raw -48939.865010 + Penalty 1948.846929 = -46991.018081
  nChanged 3
		SP:Iteration 10Q (113885.330000 sec): 3 clusters
  Score: Raw -48950.364756 + Penalty 1948.846929 = -47001.517827
  nChanged 4
		SP:Iteration 11Q (113885.460000 sec): 3 clusters
  Score: Raw -48962.857126 + Penalty 1948.846929 = -47014.010197
  nChanged 7
		SP:Iteration 12Q (113885.610000 sec): 3 clusters
  Score: Raw -48974.127600 + Penalty 1948.846929 = -47025.280671
  nChanged 2
		SP:Iteration 13Q (113885.780000 sec): 3 clusters
  Score: Raw -48976.774837 + Penalty 1948.846929 = -47027.927908
  nChanged 2
		SP:Iteration 14Q (113885.990000 sec): 3 clusters
  Score: Raw -48979.517879 + Penalty 1948.846929 = -47030.670951
  nChanged 0
		SP:Iteration 15F (113886.120000 sec): 3 clusters
  Score: Raw -48979.517879 + Penalty 1948.846929 = -47030.670951
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (333421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113887.850000 sec): 2 clusters
  Score: Raw -37875473.567597 + Penalty 2066.538701 = -37873407.028896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113890.220000 sec): 3 clusters
  Score: Raw -37652162.795743 + Penalty 4133.077401 = -37648029.718342
  nChanged 162730
		SP:Iteration 1F (113892.800000 sec): 3 clusters
  Score: Raw -37751179.866892 + Penalty 4133.077401 = -37747046.789490
  nChanged 11320
		SP:Iteration 2Q (113894.870000 sec): 3 clusters
  Score: Raw -37754033.309125 + Penalty 4133.077401 = -37749900.231724
  nChanged 12523
		SP:Iteration 3Q (113896.820000 sec): 3 clusters
  Score: Raw -37757614.504654 + Penalty 4133.077401 = -37753481.427252
  nChanged 13729
		SP:Iteration 4Q (113898.860000 sec): 3 clusters
  Score: Raw -37762021.911861 + Penalty 4133.077401 = -37757888.834460
  nChanged 14912
		SP:Iteration 5Q (113900.970000 sec): 3 clusters
  Score: Raw -37767268.677775 + Penalty 4133.077401 = -37763135.600374
  nChanged 15941
		SP:Iteration 6Q (113903.030000 sec): 3 clusters
  Score: Raw -37773360.762579 + Penalty 4133.077401 = -37769227.685178
  nChanged 16640
		SP:Iteration 7Q (113905.090000 sec): 3 clusters
  Score: Raw -37780538.733456 + Penalty 4133.077401 = -37776405.656054
  nChanged 17621
		SP:Iteration 8F (113907.130000 sec): 3 clusters
  Score: Raw -37789741.262600 + Penalty 4133.077401 = -37785608.185199
  nChanged 18892
		SP:Iteration 9F (113909.260000 sec): 3 clusters
  Score: Raw -37801916.212629 + Penalty 4133.077401 = -37797783.135228
  nChanged 20189
		SP:Iteration 10F (113911.010000 sec): 3 clusters
  Score: Raw -37817737.932417 + Penalty 4133.077401 = -37813604.855016
  nChanged 19831
		SP:Iteration 11F (113912.740000 sec): 3 clusters
  Score: Raw -37835724.041165 + Penalty 4133.077401 = -37831590.963763
  nChanged 16015
		SP:Iteration 12Q (113914.540000 sec): 3 clusters
  Score: Raw -37850953.023227 + Penalty 4133.077401 = -37846819.945826
  nChanged 10885
		SP:Iteration 13Q (113916.430000 sec): 3 clusters
  Score: Raw -37860685.382544 + Penalty 4133.077401 = -37856552.305143
  nChanged 7217
		SP:Iteration 14Q (113918.260000 sec): 3 clusters
  Score: Raw -37866371.504174 + Penalty 4133.077401 = -37862238.426772
  nChanged 4803
		SP:Iteration 15Q (113920.190000 sec): 3 clusters
  Score: Raw -37869709.770268 + Penalty 4133.077401 = -37865576.692866
  nChanged 3468
		SP:Iteration 16Q (113921.880000 sec): 3 clusters
  Score: Raw -37871836.403669 + Penalty 4133.077401 = -37867703.326268
  nChanged 2520
		SP:Iteration 17Q (113923.650000 sec): 3 clusters
  Score: Raw -37873226.947694 + Penalty 4133.077401 = -37869093.870293
  nChanged 1866
		SP:Iteration 18Q (113925.220000 sec): 3 clusters
  Score: Raw -37874184.763121 + Penalty 4133.077401 = -37870051.685720
  nChanged 1307
		SP:Iteration 19Q (113926.850000 sec): 3 clusters
  Score: Raw -37874805.318898 + Penalty 4133.077401 = -37870672.241497
  nChanged 997
		SP:Iteration 20F (113928.740000 sec): 3 clusters
  Score: Raw -37875245.990035 + Penalty 4133.077401 = -37871112.912633
  nChanged 695
		SP:Iteration 21Q (113930.500000 sec): 3 clusters
  Score: Raw -37875517.589909 + Penalty 4133.077401 = -37871384.512508
  nChanged 463
		SP:Iteration 22Q (113932.350000 sec): 3 clusters
  Score: Raw -37875690.691532 + Penalty 4133.077401 = -37871557.614131
  nChanged 364
		SP:Iteration 23Q (113934.060000 sec): 3 clusters
  Score: Raw -37875832.958988 + Penalty 4133.077401 = -37871699.881586
  nChanged 286
		SP:Iteration 24Q (113935.710000 sec): 3 clusters
  Score: Raw -37875938.033447 + Penalty 4133.077401 = -37871804.956045
  nChanged 227
		SP:Iteration 25Q (113937.210000 sec): 3 clusters
  Score: Raw -37876023.119320 + Penalty 4133.077401 = -37871890.041919
  nChanged 173
		SP:Iteration 26Q (113938.830000 sec): 3 clusters
  Score: Raw -37876076.807903 + Penalty 4133.077401 = -37871943.730502
  nChanged 132
		SP:Iteration 27Q (113940.710000 sec): 3 clusters
  Score: Raw -37876117.085146 + Penalty 4133.077401 = -37871984.007745
  nChanged 109
		SP:Iteration 28Q (113942.520000 sec): 3 clusters
  Score: Raw -37876146.097196 + Penalty 4133.077401 = -37872013.019795
  nChanged 78
		SP:Iteration 29Q (113944.330000 sec): 3 clusters
  Score: Raw -37876168.693771 + Penalty 4133.077401 = -37872035.616370
  nChanged 78
		SP:Iteration 30Q (113946.050000 sec): 3 clusters
  Score: Raw -37876188.448379 + Penalty 4133.077401 = -37872055.370977
  nChanged 61
		SP:Iteration 31Q (113947.800000 sec): 3 clusters
  Score: Raw -37876203.117023 + Penalty 4133.077401 = -37872070.039621
  nChanged 43
		SP:Iteration 32Q (113949.500000 sec): 3 clusters
  Score: Raw -37876211.911278 + Penalty 4133.077401 = -37872078.833877
  nChanged 25
		SP:Iteration 33Q (113951.300000 sec): 3 clusters
  Score: Raw -37876217.243042 + Penalty 4133.077401 = -37872084.165641
  nChanged 25
		SP:Iteration 34Q (113953.160000 sec): 3 clusters
  Score: Raw -37876223.810690 + Penalty 4133.077401 = -37872090.733288
  nChanged 32
		SP:Iteration 35Q (113954.810000 sec): 3 clusters
  Score: Raw -37876232.083598 + Penalty 4133.077401 = -37872099.006197
  nChanged 26
		SP:Iteration 36Q (113956.380000 sec): 3 clusters
  Score: Raw -37876240.025853 + Penalty 4133.077401 = -37872106.948451
  nChanged 37
		SP:Iteration 37Q (113958.080000 sec): 3 clusters
  Score: Raw -37876251.265220 + Penalty 4133.077401 = -37872118.187819
  nChanged 41
		SP:Iteration 38Q (113959.860000 sec): 3 clusters
  Score: Raw -37876263.337546 + Penalty 4133.077401 = -37872130.260144
  nChanged 43
		SP:Iteration 39Q (113961.760000 sec): 3 clusters
  Score: Raw -37876273.384184 + Penalty 4133.077401 = -37872140.306783
  nChanged 33
		SP:Iteration 40F (113963.870000 sec): 3 clusters
  Score: Raw -37876280.440566 + Penalty 4133.077401 = -37872147.363165
  nChanged 28
		SP:Iteration 41Q (113966.080000 sec): 3 clusters
  Score: Raw -37876285.528823 + Penalty 4133.077401 = -37872152.451421
  nChanged 20
		SP:Iteration 42Q (113968.160000 sec): 3 clusters
  Score: Raw -37876289.547715 + Penalty 4133.077401 = -37872156.470314
  nChanged 15
		SP:Iteration 43Q (113970.340000 sec): 3 clusters
  Score: Raw -37876292.004501 + Penalty 4133.077401 = -37872158.927100
  nChanged 3
		SP:Iteration 44Q (113972.530000 sec): 3 clusters
  Score: Raw -37876292.476285 + Penalty 4133.077401 = -37872159.398883
  nChanged 3
		SP:Iteration 45Q (113974.180000 sec): 3 clusters
  Score: Raw -37876293.058746 + Penalty 4133.077401 = -37872159.981345
  nChanged 5
		SP:Iteration 46Q (113976.020000 sec): 3 clusters
  Score: Raw -37876294.119970 + Penalty 4133.077401 = -37872161.042569
  nChanged 5
		SP:Iteration 47Q (113977.790000 sec): 3 clusters
  Score: Raw -37876295.095356 + Penalty 4133.077401 = -37872162.017954
  nChanged 4
		SP:Iteration 48Q (113979.330000 sec): 3 clusters
  Score: Raw -37876295.778282 + Penalty 4133.077401 = -37872162.700881
  nChanged 4
		SP:Iteration 49Q (113980.840000 sec): 3 clusters
  Score: Raw -37876296.386834 + Penalty 4133.077401 = -37872163.309433
  nChanged 3
		SP:Iteration 50Q (113982.490000 sec): 3 clusters
  Score: Raw -37876296.791129 + Penalty 4133.077401 = -37872163.713728
  nChanged 2
		SP:Iteration 51Q (113984.050000 sec): 3 clusters
  Score: Raw -37876297.079475 + Penalty 4133.077401 = -37872164.002074
  nChanged 0
		SP:Iteration 52F (113985.920000 sec): 3 clusters
  Score: Raw -37876297.079475 + Penalty 4133.077401 = -37872164.002074
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (73824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113986.490000 sec): 2 clusters
  Score: Raw -8192513.684863 + Penalty 1821.533864 = -8190692.150999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113987.100000 sec): 3 clusters
  Score: Raw -8144913.749926 + Penalty 3643.067727 = -8141270.682199
  nChanged 35141
		SP:Iteration 1F (113987.630000 sec): 3 clusters
  Score: Raw -8165223.104342 + Penalty 3643.067727 = -8161580.036615
  nChanged 3696
		SP:Iteration 2F (113988.180000 sec): 3 clusters
  Score: Raw -8166787.558238 + Penalty 3643.067727 = -8163144.490511
  nChanged 4526
		SP:Iteration 3F (113988.650000 sec): 3 clusters
  Score: Raw -8169170.251119 + Penalty 3643.067727 = -8165527.183392
  nChanged 5115
		SP:Iteration 4F (113989.200000 sec): 3 clusters
  Score: Raw -8172114.093885 + Penalty 3643.067727 = -8168471.026158
  nChanged 5230
		SP:Iteration 5F (113989.810000 sec): 3 clusters
  Score: Raw -8175217.531364 + Penalty 3643.067727 = -8171574.463637
  nChanged 4748
		SP:Iteration 6F (113990.390000 sec): 3 clusters
  Score: Raw -8178016.184437 + Penalty 3643.067727 = -8174373.116709
  nChanged 4129
		SP:Iteration 7F (113990.920000 sec): 3 clusters
  Score: Raw -8180585.911495 + Penalty 3643.067727 = -8176942.843767
  nChanged 3616
		SP:Iteration 8Q (113991.530000 sec): 3 clusters
  Score: Raw -8183268.539909 + Penalty 3643.067727 = -8179625.472182
  nChanged 3177
		SP:Iteration 9Q (113992.080000 sec): 3 clusters
  Score: Raw -8186038.151503 + Penalty 3643.067727 = -8182395.083776
  nChanged 2655
		SP:Iteration 10Q (113992.650000 sec): 3 clusters
  Score: Raw -8188257.606534 + Penalty 3643.067727 = -8184614.538807
  nChanged 2073
		SP:Iteration 11Q (113993.260000 sec): 3 clusters
  Score: Raw -8189460.254660 + Penalty 3643.067727 = -8185817.186933
  nChanged 1379
		SP:Iteration 12Q (113993.790000 sec): 3 clusters
  Score: Raw -8190033.005105 + Penalty 3643.067727 = -8186389.937377
  nChanged 902
		SP:Iteration 13Q (113994.350000 sec): 3 clusters
  Score: Raw -8190348.709372 + Penalty 3643.067727 = -8186705.641644
  nChanged 687
		SP:Iteration 14Q (113994.870000 sec): 3 clusters
  Score: Raw -8190570.502718 + Penalty 3643.067727 = -8186927.434991
  nChanged 620
		SP:Iteration 15Q (113995.430000 sec): 3 clusters
  Score: Raw -8190757.369064 + Penalty 3643.067727 = -8187114.301336
  nChanged 534
		SP:Iteration 16Q (113995.950000 sec): 3 clusters
  Score: Raw -8190901.924750 + Penalty 3643.067727 = -8187258.857023
  nChanged 502
		SP:Iteration 17Q (113996.460000 sec): 3 clusters
  Score: Raw -8191037.179382 + Penalty 3643.067727 = -8187394.111654
  nChanged 464
		SP:Iteration 18Q (113996.940000 sec): 3 clusters
  Score: Raw -8191160.469394 + Penalty 3643.067727 = -8187517.401666
  nChanged 474
		SP:Iteration 19Q (113997.450000 sec): 3 clusters
  Score: Raw -8191281.227599 + Penalty 3643.067727 = -8187638.159872
  nChanged 452
		SP:Iteration 20F (113997.970000 sec): 3 clusters
  Score: Raw -8191395.895958 + Penalty 3643.067727 = -8187752.828230
  nChanged 433
		SP:Iteration 21Q (113998.440000 sec): 3 clusters
  Score: Raw -8191503.374304 + Penalty 3643.067727 = -8187860.306576
  nChanged 407
		SP:Iteration 22Q (113998.930000 sec): 3 clusters
  Score: Raw -8191591.199366 + Penalty 3643.067727 = -8187948.131638
  nChanged 357
		SP:Iteration 23Q (113999.430000 sec): 3 clusters
  Score: Raw -8191670.253591 + Penalty 3643.067727 = -8188027.185864
  nChanged 356
		SP:Iteration 24Q (114000.030000 sec): 3 clusters
  Score: Raw -8191756.953108 + Penalty 3643.067727 = -8188113.885380
  nChanged 377
		SP:Iteration 25Q (114000.650000 sec): 3 clusters
  Score: Raw -8191867.067718 + Penalty 3643.067727 = -8188223.999991
  nChanged 398
		SP:Iteration 26Q (114001.240000 sec): 3 clusters
  Score: Raw -8191986.468924 + Penalty 3643.067727 = -8188343.401197
  nChanged 395
		SP:Iteration 27Q (114001.710000 sec): 3 clusters
  Score: Raw -8192117.170743 + Penalty 3643.067727 = -8188474.103015
  nChanged 371
		SP:Iteration 28Q (114002.340000 sec): 3 clusters
  Score: Raw -8192240.207183 + Penalty 3643.067727 = -8188597.139456
  nChanged 339
		SP:Iteration 29Q (114002.930000 sec): 3 clusters
  Score: Raw -8192342.158111 + Penalty 3643.067727 = -8188699.090384
  nChanged 311
		SP:Iteration 30Q (114003.430000 sec): 3 clusters
  Score: Raw -8192429.588524 + Penalty 3643.067727 = -8188786.520796
  nChanged 286
		SP:Iteration 31Q (114003.940000 sec): 3 clusters
  Score: Raw -8192513.344561 + Penalty 3643.067727 = -8188870.276834
  nChanged 264
		SP:Iteration 32Q (114004.500000 sec): 3 clusters
  Score: Raw -8192588.097114 + Penalty 3643.067727 = -8188945.029386
  nChanged 252
		SP:Iteration 33Q (114005.030000 sec): 3 clusters
  Score: Raw -8192665.232205 + Penalty 3643.067727 = -8189022.164477
  nChanged 241
		SP:Iteration 34Q (114005.560000 sec): 3 clusters
  Score: Raw -8192734.577984 + Penalty 3643.067727 = -8189091.510256
  nChanged 218
		SP:Iteration 35Q (114006.040000 sec): 3 clusters
  Score: Raw -8192795.923291 + Penalty 3643.067727 = -8189152.855564
  nChanged 220
		SP:Iteration 36Q (114006.540000 sec): 3 clusters
  Score: Raw -8192862.041362 + Penalty 3643.067727 = -8189218.973634
  nChanged 203
		SP:Iteration 37Q (114007.100000 sec): 3 clusters
  Score: Raw -8192929.739326 + Penalty 3643.067727 = -8189286.671599
  nChanged 194
		SP:Iteration 38Q (114007.700000 sec): 3 clusters
  Score: Raw -8192995.050789 + Penalty 3643.067727 = -8189351.983062
  nChanged 168
		SP:Iteration 39Q (114008.350000 sec): 3 clusters
  Score: Raw -8193045.931501 + Penalty 3643.067727 = -8189402.863773
  nChanged 134
		SP:Iteration 40F (114008.980000 sec): 3 clusters
  Score: Raw -8193081.830612 + Penalty 3643.067727 = -8189438.762884
  nChanged 109
		SP:Iteration 41Q (114009.500000 sec): 3 clusters
  Score: Raw -8193110.245118 + Penalty 3643.067727 = -8189467.177391
  nChanged 102
		SP:Iteration 42Q (114010.080000 sec): 3 clusters
  Score: Raw -8193138.930206 + Penalty 3643.067727 = -8189495.862479
  nChanged 85
		SP:Iteration 43Q (114010.590000 sec): 3 clusters
  Score: Raw -8193165.917914 + Penalty 3643.067727 = -8189522.850186
  nChanged 86
		SP:Iteration 44Q (114011.120000 sec): 3 clusters
  Score: Raw -8193191.004830 + Penalty 3643.067727 = -8189547.937103
  nChanged 75
		SP:Iteration 45Q (114011.660000 sec): 3 clusters
  Score: Raw -8193213.093385 + Penalty 3643.067727 = -8189570.025657
  nChanged 76
		SP:Iteration 46Q (114012.200000 sec): 3 clusters
  Score: Raw -8193231.596394 + Penalty 3643.067727 = -8189588.528666
  nChanged 63
		SP:Iteration 47Q (114012.750000 sec): 3 clusters
  Score: Raw -8193247.147152 + Penalty 3643.067727 = -8189604.079424
  nChanged 43
		SP:Iteration 48Q (114013.240000 sec): 3 clusters
  Score: Raw -8193256.514195 + Penalty 3643.067727 = -8189613.446468
  nChanged 29
		SP:Iteration 49Q (114013.800000 sec): 3 clusters
  Score: Raw -8193263.152924 + Penalty 3643.067727 = -8189620.085197
  nChanged 35
		SP:Iteration 50Q (114014.400000 sec): 3 clusters
  Score: Raw -8193270.790934 + Penalty 3643.067727 = -8189627.723207
  nChanged 28
		SP:Iteration 51Q (114014.990000 sec): 3 clusters
  Score: Raw -8193277.914468 + Penalty 3643.067727 = -8189634.846741
  nChanged 31
		SP:Iteration 52Q (114015.450000 sec): 3 clusters
  Score: Raw -8193284.457775 + Penalty 3643.067727 = -8189641.390048
  nChanged 33
		SP:Iteration 53Q (114015.970000 sec): 3 clusters
  Score: Raw -8193289.424112 + Penalty 3643.067727 = -8189646.356385
  nChanged 18
		SP:Iteration 54Q (114016.520000 sec): 3 clusters
  Score: Raw -8193293.211976 + Penalty 3643.067727 = -8189650.144249
  nChanged 17
		SP:Iteration 55Q (114017.070000 sec): 3 clusters
  Score: Raw -8193296.269474 + Penalty 3643.067727 = -8189653.201746
  nChanged 11
		SP:Iteration 56Q (114017.620000 sec): 3 clusters
  Score: Raw -8193298.440459 + Penalty 3643.067727 = -8189655.372731
  nChanged 12
		SP:Iteration 57Q (114018.200000 sec): 3 clusters
  Score: Raw -8193300.708872 + Penalty 3643.067727 = -8189657.641144
  nChanged 10
		SP:Iteration 58Q (114018.750000 sec): 3 clusters
  Score: Raw -8193302.132223 + Penalty 3643.067727 = -8189659.064495
  nChanged 6
		SP:Iteration 59Q (114019.310000 sec): 3 clusters
  Score: Raw -8193303.182992 + Penalty 3643.067727 = -8189660.115265
  nChanged 4
		SP:Iteration 60F (114019.880000 sec): 3 clusters
  Score: Raw -8193303.596298 + Penalty 3643.067727 = -8189660.528570
  nChanged 3
		SP:Iteration 61Q (114020.390000 sec): 3 clusters
  Score: Raw -8193303.975798 + Penalty 3643.067727 = -8189660.908071
  nChanged 2
		SP:Iteration 62Q (114020.940000 sec): 3 clusters
  Score: Raw -8193304.480061 + Penalty 3643.067727 = -8189661.412334
  nChanged 3
		SP:Iteration 63Q (114021.560000 sec): 3 clusters
  Score: Raw -8193305.040701 + Penalty 3643.067727 = -8189661.972974
  nChanged 4
		SP:Iteration 64Q (114022.190000 sec): 3 clusters
  Score: Raw -8193305.665007 + Penalty 3643.067727 = -8189662.597279
  nChanged 5
		SP:Iteration 65Q (114022.720000 sec): 3 clusters
  Score: Raw -8193306.577467 + Penalty 3643.067727 = -8189663.509740
  nChanged 7
		SP:Iteration 66Q (114023.260000 sec): 3 clusters
  Score: Raw -8193307.850542 + Penalty 3643.067727 = -8189664.782815
  nChanged 6
		SP:Iteration 67Q (114023.820000 sec): 3 clusters
  Score: Raw -8193309.096012 + Penalty 3643.067727 = -8189666.028285
  nChanged 4
		SP:Iteration 68Q (114024.380000 sec): 3 clusters
  Score: Raw -8193309.532827 + Penalty 3643.067727 = -8189666.465100
  nChanged 3
		SP:Iteration 69Q (114024.930000 sec): 3 clusters
  Score: Raw -8193310.050566 + Penalty 3643.067727 = -8189666.982839
  nChanged 4
		SP:Iteration 70Q (114025.460000 sec): 3 clusters
  Score: Raw -8193310.384020 + Penalty 3643.067727 = -8189667.316292
  nChanged 2
		SP:Iteration 71Q (114025.940000 sec): 3 clusters
  Score: Raw -8193310.976229 + Penalty 3643.067727 = -8189667.908501
  nChanged 6
		SP:Iteration 72Q (114026.420000 sec): 3 clusters
  Score: Raw -8193311.925977 + Penalty 3643.067727 = -8189668.858250
  nChanged 2
		SP:Iteration 73Q (114027.040000 sec): 3 clusters
  Score: Raw -8193312.205862 + Penalty 3643.067727 = -8189669.138135
  nChanged 3
		SP:Iteration 74Q (114027.640000 sec): 3 clusters
  Score: Raw -8193312.647443 + Penalty 3643.067727 = -8189669.579716
  nChanged 4
		SP:Iteration 75Q (114028.260000 sec): 3 clusters
  Score: Raw -8193313.446428 + Penalty 3643.067727 = -8189670.378700
  nChanged 3
		SP:Iteration 76Q (114028.830000 sec): 3 clusters
  Score: Raw -8193313.934306 + Penalty 3643.067727 = -8189670.866579
  nChanged 6
		SP:Iteration 77Q (114029.330000 sec): 3 clusters
  Score: Raw -8193314.591327 + Penalty 3643.067727 = -8189671.523600
  nChanged 5
		SP:Iteration 78Q (114029.940000 sec): 3 clusters
  Score: Raw -8193315.160151 + Penalty 3643.067727 = -8189672.092424
  nChanged 4
		SP:Iteration 79Q (114030.520000 sec): 3 clusters
  Score: Raw -8193315.652161 + Penalty 3643.067727 = -8189672.584433
  nChanged 1
		SP:Iteration 80F (114031.120000 sec): 3 clusters
  Score: Raw -8193315.731202 + Penalty 3643.067727 = -8189672.663475
  nChanged 1
		SP:Iteration 81Q (114031.670000 sec): 3 clusters
  Score: Raw -8193315.762855 + Penalty 3643.067727 = -8189672.695128
  nChanged 0
		SP:Iteration 82F (114032.260000 sec): 3 clusters
  Score: Raw -8193315.762855 + Penalty 3643.067727 = -8189672.695128
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114032.420000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114032.580000 sec): 3 clusters
  Score: Raw -52451.371376 + Penalty 1991.941318 = -50459.430058
  nChanged 92
		SP:Iteration 1F (114032.750000 sec): 3 clusters
  Score: Raw -52593.676762 + Penalty 1991.941318 = -50601.735444
  nChanged 21
		SP:Iteration 2Q (114032.910000 sec): 3 clusters
  Score: Raw -52626.616143 + Penalty 1991.941318 = -50634.674825
  nChanged 12
		SP:Iteration 3Q (114033.120000 sec): 3 clusters
  Score: Raw -52650.661443 + Penalty 1991.941318 = -50658.720124
  nChanged 8
		SP:Iteration 4Q (114033.290000 sec): 3 clusters
  Score: Raw -52671.051902 + Penalty 1991.941318 = -50679.110583
  nChanged 14
		SP:Iteration 5Q (114033.520000 sec): 3 clusters
  Score: Raw -52703.034211 + Penalty 1991.941318 = -50711.092892
  nChanged 9
		SP:Iteration 6Q (114033.790000 sec): 3 clusters
  Score: Raw -52720.995352 + Penalty 1991.941318 = -50729.054034
  nChanged 2
		SP:Iteration 7Q (114033.900000 sec): 3 clusters
  Score: Raw -52724.709395 + Penalty 1991.941318 = -50732.768076
  nChanged 2
		SP:Iteration 8Q (114034.080000 sec): 3 clusters
  Score: Raw -52727.909624 + Penalty 1991.941318 = -50735.968306
  nChanged 2
		SP:Iteration 9Q (114034.240000 sec): 3 clusters
  Score: Raw -52732.085617 + Penalty 1991.941318 = -50740.144299
  nChanged 4
		SP:Iteration 10Q (114034.430000 sec): 3 clusters
  Score: Raw -52739.053562 + Penalty 1991.941318 = -50747.112244
  nChanged 4
		SP:Iteration 11Q (114034.620000 sec): 3 clusters
  Score: Raw -52745.929986 + Penalty 1991.941318 = -50753.988668
  nChanged 4
		SP:Iteration 12Q (114034.810000 sec): 3 clusters
  Score: Raw -52755.465688 + Penalty 1991.941318 = -50763.524370
  nChanged 3
		SP:Iteration 13Q (114034.990000 sec): 3 clusters
  Score: Raw -52760.653195 + Penalty 1991.941318 = -50768.711876
  nChanged 5
		SP:Iteration 14Q (114035.160000 sec): 3 clusters
  Score: Raw -52769.099489 + Penalty 1991.941318 = -50777.158171
  nChanged 3
		SP:Iteration 15Q (114035.390000 sec): 3 clusters
  Score: Raw -52773.836923 + Penalty 1991.941318 = -50781.895605
  nChanged 2
		SP:Iteration 16Q (114035.540000 sec): 3 clusters
  Score: Raw -52776.573724 + Penalty 1991.941318 = -50784.632406
  nChanged 1
		SP:Iteration 17Q (114035.700000 sec): 3 clusters
  Score: Raw -52777.138767 + Penalty 1991.941318 = -50785.197449
  nChanged 0
		SP:Iteration 18F (114035.840000 sec): 3 clusters
  Score: Raw -52777.138767 + Penalty 1991.941318 = -50785.197449
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114035.960000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114036.160000 sec): 3 clusters
  Score: Raw -29067.001669 + Penalty 1844.944986 = -27222.056683
  nChanged 47
		SP:Iteration 1F (114036.340000 sec): 3 clusters
  Score: Raw -29172.635083 + Penalty 1844.944986 = -27327.690097
  nChanged 18
		SP:Iteration 2F (114036.570000 sec): 3 clusters
  Score: Raw -29222.592188 + Penalty 1844.944986 = -27377.647202
  nChanged 9
		SP:Iteration 3Q (114036.730000 sec): 3 clusters
  Score: Raw -29242.182959 + Penalty 1844.944986 = -27397.237973
  nChanged 5
		SP:Iteration 4Q (114036.840000 sec): 3 clusters
  Score: Raw -29267.851917 + Penalty 1844.944986 = -27422.906931
  nChanged 5
		SP:Iteration 5Q (114036.990000 sec): 3 clusters
  Score: Raw -29278.674232 + Penalty 1844.944986 = -27433.729247
  nChanged 1
		SP:Iteration 6Q (114037.180000 sec): 3 clusters
  Score: Raw -29281.017892 + Penalty 1844.944986 = -27436.072907
  nChanged 0
		SP:Iteration 7F (114037.380000 sec): 3 clusters
  Score: Raw -29281.017892 + Penalty 1844.944986 = -27436.072907
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114037.470000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114037.640000 sec): 3 clusters
  Score: Raw -12468.656998 + Penalty 1653.468809 = -10815.188189
  nChanged 27
		SP:Iteration 1F (114037.880000 sec): 3 clusters
  Score: Raw -12572.877750 + Penalty 1653.468809 = -10919.408942
  nChanged 7
		SP:Iteration 2Q (114038.030000 sec): 3 clusters
  Score: Raw -12599.662035 + Penalty 1653.468809 = -10946.193227
  nChanged 1
		SP:Iteration 3Q (114038.150000 sec): 3 clusters
  Score: Raw -12600.567366 + Penalty 1653.468809 = -10947.098557
  nChanged 0
		SP:Iteration 4F (114038.360000 sec): 3 clusters
  Score: Raw -12600.567366 + Penalty 1653.468809 = -10947.098557
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114038.420000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114038.600000 sec): 3 clusters
  Score: Raw -61352.424884 + Penalty 2044.759970 = -59307.664913
  nChanged 139
		SP:Iteration 1F (114038.770000 sec): 3 clusters
  Score: Raw -61527.334363 + Penalty 2044.759970 = -59482.574393
  nChanged 37
		SP:Iteration 2F (114039.020000 sec): 3 clusters
  Score: Raw -61581.742269 + Penalty 2044.759970 = -59536.982299
  nChanged 21
		SP:Iteration 3Q (114039.200000 sec): 3 clusters
  Score: Raw -61621.026467 + Penalty 2044.759970 = -59576.266496
  nChanged 22
		SP:Iteration 4Q (114039.460000 sec): 3 clusters
  Score: Raw -61676.597361 + Penalty 2044.759970 = -59631.837390
  nChanged 20
		SP:Iteration 5Q (114039.650000 sec): 3 clusters
  Score: Raw -61733.247021 + Penalty 2044.759970 = -59688.487051
  nChanged 21
		SP:Iteration 6Q (114039.890000 sec): 3 clusters
  Score: Raw -61785.984369 + Penalty 2044.759970 = -59741.224399
  nChanged 11
		SP:Iteration 7Q (114040.060000 sec): 3 clusters
  Score: Raw -61820.142677 + Penalty 2044.759970 = -59775.382707
  nChanged 8
		SP:Iteration 8Q (114040.210000 sec): 3 clusters
  Score: Raw -61832.158832 + Penalty 2044.759970 = -59787.398862
  nChanged 2
		SP:Iteration 9Q (114040.370000 sec): 3 clusters
  Score: Raw -61833.802891 + Penalty 2044.759970 = -59789.042921
  nChanged 0
		SP:Iteration 10F (114040.520000 sec): 3 clusters
  Score: Raw -61833.802891 + Penalty 2044.759970 = -59789.042921
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114040.620000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114040.780000 sec): 3 clusters
  Score: Raw -19333.002699 + Penalty 1726.791943 = -17606.210756
  nChanged 28
		SP:Iteration 1F (114040.910000 sec): 3 clusters
  Score: Raw -19474.923956 + Penalty 1726.791943 = -17748.132013
  nChanged 11
		SP:Iteration 2F (114041.140000 sec): 3 clusters
  Score: Raw -19530.756771 + Penalty 1726.791943 = -17803.964828
  nChanged 6
		SP:Iteration 3Q (114041.340000 sec): 3 clusters
  Score: Raw -19552.741797 + Penalty 1726.791943 = -17825.949854
  nChanged 0
		SP:Iteration 4F (114041.550000 sec): 3 clusters
  Score: Raw -19552.741797 + Penalty 1726.791943 = -17825.949854
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (12251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114041.680000 sec): 2 clusters
  Score: Raw -1356896.192834 + Penalty 1529.671462 = -1355366.521372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114041.980000 sec): 3 clusters
  Score: Raw -1349754.814536 + Penalty 3059.342925 = -1346695.471611
  nChanged 5370
		SP:Iteration 1F (114042.190000 sec): 3 clusters
  Score: Raw -1352641.304606 + Penalty 3059.342925 = -1349581.961681
  nChanged 735
		SP:Iteration 2F (114042.460000 sec): 3 clusters
  Score: Raw -1352956.761372 + Penalty 3059.342925 = -1349897.418447
  nChanged 663
		SP:Iteration 3F (114042.740000 sec): 3 clusters
  Score: Raw -1353227.310934 + Penalty 3059.342925 = -1350167.968009
  nChanged 588
		SP:Iteration 4Q (114042.940000 sec): 3 clusters
  Score: Raw -1353493.758836 + Penalty 3059.342925 = -1350434.415911
  nChanged 591
		SP:Iteration 5Q (114043.210000 sec): 3 clusters
  Score: Raw -1353796.369903 + Penalty 3059.342925 = -1350737.026978
  nChanged 621
		SP:Iteration 6F (114043.480000 sec): 3 clusters
  Score: Raw -1354155.083730 + Penalty 3059.342925 = -1351095.740805
  nChanged 640
		SP:Iteration 7F (114043.710000 sec): 3 clusters
  Score: Raw -1354588.584433 + Penalty 3059.342925 = -1351529.241508
  nChanged 663
		SP:Iteration 8F (114043.980000 sec): 3 clusters
  Score: Raw -1355081.337522 + Penalty 3059.342925 = -1352021.994597
  nChanged 662
		SP:Iteration 9F (114044.200000 sec): 3 clusters
  Score: Raw -1355622.206684 + Penalty 3059.342925 = -1352562.863760
  nChanged 541
		SP:Iteration 10Q (114044.480000 sec): 3 clusters
  Score: Raw -1356075.141407 + Penalty 3059.342925 = -1353015.798483
  nChanged 384
		SP:Iteration 11Q (114044.720000 sec): 3 clusters
  Score: Raw -1356404.599579 + Penalty 3059.342925 = -1353345.256655
  nChanged 309
		SP:Iteration 12Q (114044.960000 sec): 3 clusters
  Score: Raw -1356659.356191 + Penalty 3059.342925 = -1353600.013266
  nChanged 193
		SP:Iteration 13Q (114045.200000 sec): 3 clusters
  Score: Raw -1356824.848118 + Penalty 3059.342925 = -1353765.505193
  nChanged 146
		SP:Iteration 14Q (114045.460000 sec): 3 clusters
  Score: Raw -1356947.703271 + Penalty 3059.342925 = -1353888.360346
  nChanged 86
		SP:Iteration 15Q (114045.680000 sec): 3 clusters
  Score: Raw -1357013.490880 + Penalty 3059.342925 = -1353954.147955
  nChanged 57
		SP:Iteration 16Q (114045.940000 sec): 3 clusters
  Score: Raw -1357059.043147 + Penalty 3059.342925 = -1353999.700222
  nChanged 44
		SP:Iteration 17Q (114046.160000 sec): 3 clusters
  Score: Raw -1357099.564305 + Penalty 3059.342925 = -1354040.221380
  nChanged 27
		SP:Iteration 18Q (114046.400000 sec): 3 clusters
  Score: Raw -1357125.419277 + Penalty 3059.342925 = -1354066.076352
  nChanged 22
		SP:Iteration 19Q (114046.670000 sec): 3 clusters
  Score: Raw -1357143.045271 + Penalty 3059.342925 = -1354083.702347
  nChanged 21
		SP:Iteration 20F (114046.930000 sec): 3 clusters
  Score: Raw -1357155.270263 + Penalty 3059.342925 = -1354095.927339
  nChanged 15
		SP:Iteration 21Q (114047.200000 sec): 3 clusters
  Score: Raw -1357164.292335 + Penalty 3059.342925 = -1354104.949410
  nChanged 10
		SP:Iteration 22Q (114047.410000 sec): 3 clusters
  Score: Raw -1357169.588602 + Penalty 3059.342925 = -1354110.245678
  nChanged 8
		SP:Iteration 23Q (114047.650000 sec): 3 clusters
  Score: Raw -1357174.500673 + Penalty 3059.342925 = -1354115.157749
  nChanged 11
		SP:Iteration 24Q (114047.930000 sec): 3 clusters
  Score: Raw -1357181.144869 + Penalty 3059.342925 = -1354121.801944
  nChanged 7
		SP:Iteration 25Q (114048.210000 sec): 3 clusters
  Score: Raw -1357185.991075 + Penalty 3059.342925 = -1354126.648150
  nChanged 8
		SP:Iteration 26Q (114048.500000 sec): 3 clusters
  Score: Raw -1357191.682382 + Penalty 3059.342925 = -1354132.339457
  nChanged 9
		SP:Iteration 27Q (114048.700000 sec): 3 clusters
  Score: Raw -1357198.345607 + Penalty 3059.342925 = -1354139.002682
  nChanged 9
		SP:Iteration 28Q (114048.930000 sec): 3 clusters
  Score: Raw -1357205.261148 + Penalty 3059.342925 = -1354145.918223
  nChanged 13
		SP:Iteration 29Q (114049.140000 sec): 3 clusters
  Score: Raw -1357217.018540 + Penalty 3059.342925 = -1354157.675615
  nChanged 11
		SP:Iteration 30Q (114049.400000 sec): 3 clusters
  Score: Raw -1357227.448102 + Penalty 3059.342925 = -1354168.105178
  nChanged 11
		SP:Iteration 31Q (114049.560000 sec): 3 clusters
  Score: Raw -1357235.012792 + Penalty 3059.342925 = -1354175.669867
  nChanged 4
		SP:Iteration 32Q (114049.760000 sec): 3 clusters
  Score: Raw -1357237.957311 + Penalty 3059.342925 = -1354178.614387
  nChanged 3
		SP:Iteration 33Q (114050.040000 sec): 3 clusters
  Score: Raw -1357240.519298 + Penalty 3059.342925 = -1354181.176373
  nChanged 1
		SP:Iteration 34Q (114050.280000 sec): 3 clusters
  Score: Raw -1357241.611193 + Penalty 3059.342925 = -1354182.268268
  nChanged 2
		SP:Iteration 35Q (114050.420000 sec): 3 clusters
  Score: Raw -1357243.189817 + Penalty 3059.342925 = -1354183.846892
  nChanged 2
		SP:Iteration 36Q (114050.620000 sec): 3 clusters
  Score: Raw -1357244.239059 + Penalty 3059.342925 = -1354184.896134
  nChanged 3
		SP:Iteration 37Q (114050.810000 sec): 3 clusters
  Score: Raw -1357246.293060 + Penalty 3059.342925 = -1354186.950136
  nChanged 5
		SP:Iteration 38Q (114051.000000 sec): 3 clusters
  Score: Raw -1357249.913942 + Penalty 3059.342925 = -1354190.571017
  nChanged 6
		SP:Iteration 39Q (114051.260000 sec): 3 clusters
  Score: Raw -1357253.075224 + Penalty 3059.342925 = -1354193.732299
  nChanged 2
		SP:Iteration 40F (114051.520000 sec): 3 clusters
  Score: Raw -1357255.150649 + Penalty 3059.342925 = -1354195.807724
  nChanged 3
		SP:Iteration 41Q (114051.720000 sec): 3 clusters
  Score: Raw -1357256.792232 + Penalty 3059.342925 = -1354197.449307
  nChanged 2
		SP:Iteration 42Q (114051.900000 sec): 3 clusters
  Score: Raw -1357258.526461 + Penalty 3059.342925 = -1354199.183537
  nChanged 2
		SP:Iteration 43Q (114052.060000 sec): 3 clusters
  Score: Raw -1357260.427156 + Penalty 3059.342925 = -1354201.084231
  nChanged 2
		SP:Iteration 44Q (114052.240000 sec): 3 clusters
  Score: Raw -1357261.810595 + Penalty 3059.342925 = -1354202.467670
  nChanged 1
		SP:Iteration 45Q (114052.490000 sec): 3 clusters
  Score: Raw -1357262.063503 + Penalty 3059.342925 = -1354202.720578
  nChanged 0
		SP:Iteration 46F (114052.730000 sec): 3 clusters
  Score: Raw -1357262.063503 + Penalty 3059.342925 = -1354202.720578
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114052.790000 sec): 2 clusters
  Score: Raw -48845.705397 + Penalty 977.625538 = -47868.079858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114052.950000 sec): 3 clusters
  Score: Raw -48817.965551 + Penalty 1955.251077 = -46862.714474
  nChanged 81
		SP:Iteration 1F (114053.110000 sec): 3 clusters
  Score: Raw -48928.725193 + Penalty 1955.251077 = -46973.474116
  nChanged 21
		SP:Iteration 2F (114053.270000 sec): 3 clusters
  Score: Raw -48964.764147 + Penalty 1955.251077 = -47009.513070
  nChanged 7
		SP:Iteration 3Q (114053.430000 sec): 3 clusters
  Score: Raw -48983.175115 + Penalty 1955.251077 = -47027.924038
  nChanged 4
		SP:Iteration 4Q (114053.590000 sec): 3 clusters
  Score: Raw -48987.368350 + Penalty 1955.251077 = -47032.117273
  nChanged 3
		SP:Iteration 5Q (114053.750000 sec): 3 clusters
  Score: Raw -48995.586232 + Penalty 1955.251077 = -47040.335155
  nChanged 1
		SP:Iteration 6Q (114053.910000 sec): 3 clusters
  Score: Raw -48997.303772 + Penalty 1955.251077 = -47042.052695
  nChanged 2
		SP:Iteration 7Q (114054.070000 sec): 3 clusters
  Score: Raw -49000.549813 + Penalty 1955.251077 = -47045.298737
  nChanged 0
		SP:Iteration 8F (114054.230000 sec): 3 clusters
  Score: Raw -49000.549813 + Penalty 1955.251077 = -47045.298737
  nChanged 0
Iteration 579Q (114182.540000 sec): 62 clusters
  Score: Raw -169123208.786542 + Penalty 141307.498031 = -168981901.288510
  nChanged 78
Iteration 580F (114381.620000 sec): 62 clusters
  Score: Raw -169123210.202921 + Penalty 141307.498031 = -168981902.704889
  nChanged 71
Iteration 581Q (114520.330000 sec): 62 clusters
  Score: Raw -169123211.245232 + Penalty 141307.498031 = -168981903.747201
  nChanged 60
Iteration 582Q (114649.330000 sec): 62 clusters
  Score: Raw -169123212.268769 + Penalty 141307.498031 = -168981904.770738
  nChanged 60
Iteration 583Q (114779.730000 sec): 62 clusters
  Score: Raw -169123213.292783 + Penalty 141307.498031 = -168981905.794752
  nChanged 77
Iteration 584Q (114911.100000 sec): 62 clusters
  Score: Raw -169123214.673054 + Penalty 141307.498031 = -168981907.175023
  nChanged 72
Iteration 585Q (115027.780000 sec): 62 clusters
  Score: Raw -169123215.834974 + Penalty 141307.498031 = -168981908.336943
  nChanged 54
Iteration 586Q (115134.940000 sec): 62 clusters
  Score: Raw -169123216.870474 + Penalty 141307.498031 = -168981909.372443
  nChanged 72
Iteration 587Q (115256.660000 sec): 62 clusters
  Score: Raw -169123218.272708 + Penalty 141307.498031 = -168981910.774677
  nChanged 80
Iteration 588Q (115384.890000 sec): 62 clusters
  Score: Raw -169123219.877409 + Penalty 141307.498031 = -168981912.379378
  nChanged 80
Iteration 589Q (115506.960000 sec): 62 clusters
  Score: Raw -169123221.473975 + Penalty 141307.498031 = -168981913.975944
  nChanged 81
Iteration 590Q (115626.500000 sec): 62 clusters
  Score: Raw -169123223.025034 + Penalty 141307.498031 = -168981915.527003
  nChanged 66
Iteration 591Q (115751.200000 sec): 62 clusters
  Score: Raw -169123224.362973 + Penalty 141307.498031 = -168981916.864942
  nChanged 83
Iteration 592Q (115861.550000 sec): 62 clusters
  Score: Raw -169123226.249566 + Penalty 141307.498031 = -168981918.751534
  nChanged 92
Iteration 593Q (115985.550000 sec): 62 clusters
  Score: Raw -169123228.320994 + Penalty 141307.498031 = -168981920.822963
  nChanged 114
Iteration 594Q (116105.410000 sec): 62 clusters
  Score: Raw -169123230.350464 + Penalty 141307.498031 = -168981922.852433
  nChanged 114
Iteration 595Q (116223.130000 sec): 62 clusters
  Score: Raw -169123232.614499 + Penalty 141307.498031 = -168981925.116468
  nChanged 113
Iteration 596Q (116343.420000 sec): 62 clusters
  Score: Raw -169123234.607727 + Penalty 141307.498031 = -168981927.109696
  nChanged 101
Iteration 597Q (116470.710000 sec): 62 clusters
  Score: Raw -169123236.370034 + Penalty 141307.498031 = -168981928.872003
  nChanged 86
Iteration 598Q (116598.130000 sec): 62 clusters
  Score: Raw -169123237.772300 + Penalty 141307.498031 = -168981930.274269
  nChanged 90
Iteration 599Q (116723.100000 sec): 62 clusters
  Score: Raw -169123239.351938 + Penalty 141307.498031 = -168981931.853906
  nChanged 90
Iteration 600F (116924.450000 sec): 62 clusters
  Score: Raw -169123241.178173 + Penalty 141307.498031 = -168981933.680141
  nChanged 103
Iteration 601Q (117060.760000 sec): 62 clusters
  Score: Raw -169123243.077615 + Penalty 141307.498031 = -168981935.579584
  nChanged 88
Iteration 602Q (117180.360000 sec): 62 clusters
  Score: Raw -169123244.427767 + Penalty 141307.498031 = -168981936.929736
  nChanged 68
Iteration 603Q (117290.030000 sec): 62 clusters
  Score: Raw -169123245.539650 + Penalty 141307.498031 = -168981938.041619
  nChanged 63
Iteration 604Q (117392.230000 sec): 62 clusters
  Score: Raw -169123246.581164 + Penalty 141307.498031 = -168981939.083133
  nChanged 67
Iteration 605Q (117511.740000 sec): 62 clusters
  Score: Raw -169123247.733114 + Penalty 141307.498031 = -168981940.235083
  nChanged 73
Iteration 606Q (117621.880000 sec): 62 clusters
  Score: Raw -169123249.124085 + Penalty 141307.498031 = -168981941.626054
  nChanged 95
Iteration 607Q (117726.100000 sec): 62 clusters
  Score: Raw -169123250.667546 + Penalty 141307.498031 = -168981943.169515
  nChanged 74
Iteration 608Q (117820.730000 sec): 62 clusters
  Score: Raw -169123251.667845 + Penalty 141307.498031 = -168981944.169814
  nChanged 54
Iteration 609Q (117924.870000 sec): 62 clusters
  Score: Raw -169123252.417734 + Penalty 141307.498031 = -168981944.919702
  nChanged 55
Iteration 610Q (118040.150000 sec): 62 clusters
  Score: Raw -169123253.191710 + Penalty 141307.498031 = -168981945.693678
  nChanged 50
Iteration 611Q (118168.650000 sec): 62 clusters
  Score: Raw -169123254.015698 + Penalty 141307.498031 = -168981946.517666
  nChanged 53
Iteration 612Q (118292.020000 sec): 62 clusters
  Score: Raw -169123254.795891 + Penalty 141307.498031 = -168981947.297860
  nChanged 47
Iteration 613Q (118414.160000 sec): 62 clusters
  Score: Raw -169123255.530765 + Penalty 141307.498031 = -168981948.032734
  nChanged 47
Iteration 614Q (118532.090000 sec): 62 clusters
  Score: Raw -169123256.316951 + Penalty 141307.498031 = -168981948.818920
  nChanged 36
Iteration 615Q (118651.770000 sec): 62 clusters
  Score: Raw -169123257.078330 + Penalty 141307.498031 = -168981949.580298
  nChanged 41
Iteration 616Q (118771.730000 sec): 62 clusters
  Score: Raw -169123257.657094 + Penalty 141307.498031 = -168981950.159063
  nChanged 34
Iteration 617Q (118892.020000 sec): 62 clusters
  Score: Raw -169123258.127231 + Penalty 141307.498031 = -168981950.629200
  nChanged 28
Iteration 618Q (119011.540000 sec): 62 clusters
  Score: Raw -169123258.532475 + Penalty 141307.498031 = -168981951.034444
  nChanged 22
Writing temp clu file 
Because OldScore, -168981950.629200, is greater than current (better) Score,-168981951.034444 
 Compute initial score before splitting:   Score: Raw -169123258.532475 + Penalty 141307.498031 = -168981951.034444
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (17552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119012.190000 sec): 2 clusters
  Score: Raw -2059971.490856 + Penalty 1588.100017 = -2058383.390839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119012.430000 sec): 3 clusters
  Score: Raw -2049469.177349 + Penalty 3176.200034 = -2046292.977314
  nChanged 8017
		SP:Iteration 1F (119012.730000 sec): 3 clusters
  Score: Raw -2053872.355022 + Penalty 3176.200034 = -2050696.154988
  nChanged 999
		SP:Iteration 2F (119013.060000 sec): 3 clusters
  Score: Raw -2054275.860241 + Penalty 3176.200034 = -2051099.660207
  nChanged 1003
		SP:Iteration 3F (119013.340000 sec): 3 clusters
  Score: Raw -2054734.938355 + Penalty 3176.200034 = -2051558.738320
  nChanged 1013
		SP:Iteration 4F (119013.680000 sec): 3 clusters
  Score: Raw -2055227.198573 + Penalty 3176.200034 = -2052050.998539
  nChanged 1027
		SP:Iteration 5F (119014.000000 sec): 3 clusters
  Score: Raw -2055770.895419 + Penalty 3176.200034 = -2052594.695384
  nChanged 1014
		SP:Iteration 6F (119014.250000 sec): 3 clusters
  Score: Raw -2056337.058752 + Penalty 3176.200034 = -2053160.858718
  nChanged 992
		SP:Iteration 7F (119014.490000 sec): 3 clusters
  Score: Raw -2056934.436013 + Penalty 3176.200034 = -2053758.235979
  nChanged 923
		SP:Iteration 8F (119014.790000 sec): 3 clusters
  Score: Raw -2057513.781266 + Penalty 3176.200034 = -2054337.581232
  nChanged 808
		SP:Iteration 9Q (119015.030000 sec): 3 clusters
  Score: Raw -2058028.735185 + Penalty 3176.200034 = -2054852.535150
  nChanged 693
		SP:Iteration 10Q (119015.300000 sec): 3 clusters
  Score: Raw -2058464.376058 + Penalty 3176.200034 = -2055288.176024
  nChanged 603
		SP:Iteration 11Q (119015.550000 sec): 3 clusters
  Score: Raw -2058858.842376 + Penalty 3176.200034 = -2055682.642342
  nChanged 497
		SP:Iteration 12Q (119015.860000 sec): 3 clusters
  Score: Raw -2059196.061790 + Penalty 3176.200034 = -2056019.861756
  nChanged 398
		SP:Iteration 13Q (119016.180000 sec): 3 clusters
  Score: Raw -2059467.678034 + Penalty 3176.200034 = -2056291.478000
  nChanged 299
		SP:Iteration 14Q (119016.480000 sec): 3 clusters
  Score: Raw -2059674.849975 + Penalty 3176.200034 = -2056498.649941
  nChanged 217
		SP:Iteration 15Q (119016.720000 sec): 3 clusters
  Score: Raw -2059818.865125 + Penalty 3176.200034 = -2056642.665091
  nChanged 145
		SP:Iteration 16Q (119017.100000 sec): 3 clusters
  Score: Raw -2059920.349645 + Penalty 3176.200034 = -2056744.149610
  nChanged 114
		SP:Iteration 17Q (119017.380000 sec): 3 clusters
  Score: Raw -2060003.537532 + Penalty 3176.200034 = -2056827.337497
  nChanged 66
		SP:Iteration 18Q (119017.630000 sec): 3 clusters
  Score: Raw -2060054.059714 + Penalty 3176.200034 = -2056877.859680
  nChanged 47
		SP:Iteration 19Q (119017.960000 sec): 3 clusters
  Score: Raw -2060087.883879 + Penalty 3176.200034 = -2056911.683845
  nChanged 27
		SP:Iteration 20F (119018.210000 sec): 3 clusters
  Score: Raw -2060110.981241 + Penalty 3176.200034 = -2056934.781206
  nChanged 29
		SP:Iteration 21Q (119018.530000 sec): 3 clusters
  Score: Raw -2060135.407602 + Penalty 3176.200034 = -2056959.207568
  nChanged 17
		SP:Iteration 22Q (119018.820000 sec): 3 clusters
  Score: Raw -2060152.614303 + Penalty 3176.200034 = -2056976.414268
  nChanged 11
		SP:Iteration 23Q (119019.100000 sec): 3 clusters
  Score: Raw -2060160.315592 + Penalty 3176.200034 = -2056984.115558
  nChanged 11
		SP:Iteration 24Q (119019.470000 sec): 3 clusters
  Score: Raw -2060168.259460 + Penalty 3176.200034 = -2056992.059426
  nChanged 8
		SP:Iteration 25Q (119019.830000 sec): 3 clusters
  Score: Raw -2060176.072139 + Penalty 3176.200034 = -2056999.872105
  nChanged 8
		SP:Iteration 26Q (119020.130000 sec): 3 clusters
  Score: Raw -2060182.294931 + Penalty 3176.200034 = -2057006.094897
  nChanged 8
		SP:Iteration 27Q (119020.400000 sec): 3 clusters
  Score: Raw -2060187.829329 + Penalty 3176.200034 = -2057011.629295
  nChanged 5
		SP:Iteration 28Q (119020.690000 sec): 3 clusters
  Score: Raw -2060191.090944 + Penalty 3176.200034 = -2057014.890909
  nChanged 3
		SP:Iteration 29Q (119020.960000 sec): 3 clusters
  Score: Raw -2060193.057018 + Penalty 3176.200034 = -2057016.856984
  nChanged 0
		SP:Iteration 30F (119021.230000 sec): 3 clusters
  Score: Raw -2060193.057018 + Penalty 3176.200034 = -2057016.856984
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119021.350000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119021.520000 sec): 3 clusters
  Score: Raw -33276.520267 + Penalty 1878.741643 = -31397.778625
  nChanged 71
		SP:Iteration 1F (119021.760000 sec): 3 clusters
  Score: Raw -33423.671909 + Penalty 1878.741643 = -31544.930266
  nChanged 19
		SP:Iteration 2F (119021.900000 sec): 3 clusters
  Score: Raw -33479.633869 + Penalty 1878.741643 = -31600.892227
  nChanged 9
		SP:Iteration 3Q (119022.080000 sec): 3 clusters
  Score: Raw -33504.037286 + Penalty 1878.741643 = -31625.295643
  nChanged 4
		SP:Iteration 4Q (119022.280000 sec): 3 clusters
  Score: Raw -33514.922496 + Penalty 1878.741643 = -31636.180853
  nChanged 5
		SP:Iteration 5Q (119022.400000 sec): 3 clusters
  Score: Raw -33523.814619 + Penalty 1878.741643 = -31645.072977
  nChanged 5
		SP:Iteration 6Q (119022.600000 sec): 3 clusters
  Score: Raw -33530.211254 + Penalty 1878.741643 = -31651.469611
  nChanged 4
		SP:Iteration 7Q (119022.720000 sec): 3 clusters
  Score: Raw -33544.867073 + Penalty 1878.741643 = -31666.125430
  nChanged 7
		SP:Iteration 8Q (119022.850000 sec): 3 clusters
  Score: Raw -33555.383798 + Penalty 1878.741643 = -31676.642155
  nChanged 2
		SP:Iteration 9Q (119023.050000 sec): 3 clusters
  Score: Raw -33558.787798 + Penalty 1878.741643 = -31680.046155
  nChanged 0
		SP:Iteration 10F (119023.200000 sec): 3 clusters
  Score: Raw -33558.787798 + Penalty 1878.741643 = -31680.046155
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (13541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119023.450000 sec): 2 clusters
  Score: Raw -1541524.726930 + Penalty 1545.940077 = -1539978.786853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119023.740000 sec): 3 clusters
  Score: Raw -1533669.669162 + Penalty 3091.880155 = -1530577.789008
  nChanged 5989
		SP:Iteration 1F (119023.900000 sec): 3 clusters
  Score: Raw -1536910.793993 + Penalty 3091.880155 = -1533818.913839
  nChanged 744
		SP:Iteration 2F (119024.140000 sec): 3 clusters
  Score: Raw -1537193.431869 + Penalty 3091.880155 = -1534101.551715
  nChanged 601
		SP:Iteration 3Q (119024.480000 sec): 3 clusters
  Score: Raw -1537457.259631 + Penalty 3091.880155 = -1534365.379476
  nChanged 571
		SP:Iteration 4Q (119024.740000 sec): 3 clusters
  Score: Raw -1537717.952711 + Penalty 3091.880155 = -1534626.072556
  nChanged 616
		SP:Iteration 5Q (119025.020000 sec): 3 clusters
  Score: Raw -1538015.416982 + Penalty 3091.880155 = -1534923.536827
  nChanged 629
		SP:Iteration 6Q (119025.320000 sec): 3 clusters
  Score: Raw -1538354.712253 + Penalty 3091.880155 = -1535262.832098
  nChanged 649
		SP:Iteration 7Q (119025.580000 sec): 3 clusters
  Score: Raw -1538726.901002 + Penalty 3091.880155 = -1535635.020847
  nChanged 669
		SP:Iteration 8Q (119025.890000 sec): 3 clusters
  Score: Raw -1539123.757952 + Penalty 3091.880155 = -1536031.877797
  nChanged 676
		SP:Iteration 9Q (119026.170000 sec): 3 clusters
  Score: Raw -1539557.614741 + Penalty 3091.880155 = -1536465.734587
  nChanged 643
		SP:Iteration 10Q (119026.410000 sec): 3 clusters
  Score: Raw -1539971.284042 + Penalty 3091.880155 = -1536879.403888
  nChanged 589
		SP:Iteration 11Q (119026.660000 sec): 3 clusters
  Score: Raw -1540373.288963 + Penalty 3091.880155 = -1537281.408808
  nChanged 553
		SP:Iteration 12Q (119026.990000 sec): 3 clusters
  Score: Raw -1540763.021455 + Penalty 3091.880155 = -1537671.141301
  nChanged 448
		SP:Iteration 13Q (119027.300000 sec): 3 clusters
  Score: Raw -1541100.537730 + Penalty 3091.880155 = -1538008.657576
  nChanged 344
		SP:Iteration 14Q (119027.550000 sec): 3 clusters
  Score: Raw -1541360.836266 + Penalty 3091.880155 = -1538268.956112
  nChanged 241
		SP:Iteration 15Q (119027.830000 sec): 3 clusters
  Score: Raw -1541570.550075 + Penalty 3091.880155 = -1538478.669920
  nChanged 175
		SP:Iteration 16Q (119028.100000 sec): 3 clusters
  Score: Raw -1541702.207655 + Penalty 3091.880155 = -1538610.327501
  nChanged 119
		SP:Iteration 17Q (119028.360000 sec): 3 clusters
  Score: Raw -1541775.933618 + Penalty 3091.880155 = -1538684.053464
  nChanged 78
		SP:Iteration 18Q (119028.560000 sec): 3 clusters
  Score: Raw -1541819.166893 + Penalty 3091.880155 = -1538727.286738
  nChanged 61
		SP:Iteration 19Q (119028.790000 sec): 3 clusters
  Score: Raw -1541851.678720 + Penalty 3091.880155 = -1538759.798565
  nChanged 52
		SP:Iteration 20F (119029.000000 sec): 3 clusters
  Score: Raw -1541876.165633 + Penalty 3091.880155 = -1538784.285479
  nChanged 40
		SP:Iteration 21Q (119029.230000 sec): 3 clusters
  Score: Raw -1541896.265582 + Penalty 3091.880155 = -1538804.385427
  nChanged 28
		SP:Iteration 22Q (119029.500000 sec): 3 clusters
  Score: Raw -1541909.289051 + Penalty 3091.880155 = -1538817.408897
  nChanged 24
		SP:Iteration 23Q (119029.700000 sec): 3 clusters
  Score: Raw -1541918.630962 + Penalty 3091.880155 = -1538826.750807
  nChanged 21
		SP:Iteration 24Q (119029.950000 sec): 3 clusters
  Score: Raw -1541926.978162 + Penalty 3091.880155 = -1538835.098007
  nChanged 16
		SP:Iteration 25Q (119030.180000 sec): 3 clusters
  Score: Raw -1541934.010792 + Penalty 3091.880155 = -1538842.130637
  nChanged 20
		SP:Iteration 26Q (119030.460000 sec): 3 clusters
  Score: Raw -1541942.336277 + Penalty 3091.880155 = -1538850.456122
  nChanged 14
		SP:Iteration 27Q (119030.710000 sec): 3 clusters
  Score: Raw -1541946.890948 + Penalty 3091.880155 = -1538855.010794
  nChanged 10
		SP:Iteration 28Q (119031.040000 sec): 3 clusters
  Score: Raw -1541949.086371 + Penalty 3091.880155 = -1538857.206216
  nChanged 6
		SP:Iteration 29Q (119031.310000 sec): 3 clusters
  Score: Raw -1541950.109447 + Penalty 3091.880155 = -1538858.229292
  nChanged 4
		SP:Iteration 30Q (119031.590000 sec): 3 clusters
  Score: Raw -1541951.253338 + Penalty 3091.880155 = -1538859.373183
  nChanged 4
		SP:Iteration 31Q (119031.840000 sec): 3 clusters
  Score: Raw -1541952.502912 + Penalty 3091.880155 = -1538860.622758
  nChanged 4
		SP:Iteration 32Q (119032.100000 sec): 3 clusters
  Score: Raw -1541953.915104 + Penalty 3091.880155 = -1538862.034950
  nChanged 3
		SP:Iteration 33Q (119032.360000 sec): 3 clusters
  Score: Raw -1541954.801285 + Penalty 3091.880155 = -1538862.921131
  nChanged 3
		SP:Iteration 34Q (119032.590000 sec): 3 clusters
  Score: Raw -1541955.330260 + Penalty 3091.880155 = -1538863.450106
  nChanged 4
		SP:Iteration 35Q (119032.860000 sec): 3 clusters
  Score: Raw -1541956.083157 + Penalty 3091.880155 = -1538864.203002
  nChanged 0
		SP:Iteration 36F (119033.180000 sec): 3 clusters
  Score: Raw -1541956.083157 + Penalty 3091.880155 = -1538864.203002
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (17435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119033.360000 sec): 2 clusters
  Score: Raw -2137112.519794 + Penalty 1587.013181 = -2135525.506613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119033.710000 sec): 3 clusters
  Score: Raw -2126797.482383 + Penalty 3174.026362 = -2123623.456022
  nChanged 7762
		SP:Iteration 1F (119034.080000 sec): 3 clusters
  Score: Raw -2130829.655227 + Penalty 3174.026362 = -2127655.628866
  nChanged 923
		SP:Iteration 2F (119034.370000 sec): 3 clusters
  Score: Raw -2131166.625794 + Penalty 3174.026362 = -2127992.599432
  nChanged 800
		SP:Iteration 3Q (119034.670000 sec): 3 clusters
  Score: Raw -2131474.739584 + Penalty 3174.026362 = -2128300.713223
  nChanged 752
		SP:Iteration 4Q (119035.000000 sec): 3 clusters
  Score: Raw -2131787.602756 + Penalty 3174.026362 = -2128613.576394
  nChanged 762
		SP:Iteration 5Q (119035.320000 sec): 3 clusters
  Score: Raw -2132138.081033 + Penalty 3174.026362 = -2128964.054671
  nChanged 803
		SP:Iteration 6Q (119035.620000 sec): 3 clusters
  Score: Raw -2132641.132753 + Penalty 3174.026362 = -2129467.106391
  nChanged 956
		SP:Iteration 7F (119035.890000 sec): 3 clusters
  Score: Raw -2133344.757051 + Penalty 3174.026362 = -2130170.730690
  nChanged 972
		SP:Iteration 8F (119036.170000 sec): 3 clusters
  Score: Raw -2134079.682799 + Penalty 3174.026362 = -2130905.656437
  nChanged 960
		SP:Iteration 9F (119036.520000 sec): 3 clusters
  Score: Raw -2134729.016572 + Penalty 3174.026362 = -2131554.990210
  nChanged 783
		SP:Iteration 10Q (119036.780000 sec): 3 clusters
  Score: Raw -2135141.440516 + Penalty 3174.026362 = -2131967.414154
  nChanged 566
		SP:Iteration 11Q (119037.110000 sec): 3 clusters
  Score: Raw -2135373.292669 + Penalty 3174.026362 = -2132199.266308
  nChanged 439
		SP:Iteration 12Q (119037.460000 sec): 3 clusters
  Score: Raw -2135541.864611 + Penalty 3174.026362 = -2132367.838249
  nChanged 358
		SP:Iteration 13Q (119037.760000 sec): 3 clusters
  Score: Raw -2135683.755487 + Penalty 3174.026362 = -2132509.729125
  nChanged 313
		SP:Iteration 14Q (119038.030000 sec): 3 clusters
  Score: Raw -2135815.388543 + Penalty 3174.026362 = -2132641.362181
  nChanged 303
		SP:Iteration 15Q (119038.360000 sec): 3 clusters
  Score: Raw -2135938.233768 + Penalty 3174.026362 = -2132764.207406
  nChanged 304
		SP:Iteration 16Q (119038.650000 sec): 3 clusters
  Score: Raw -2136066.372560 + Penalty 3174.026362 = -2132892.346199
  nChanged 315
		SP:Iteration 17Q (119038.940000 sec): 3 clusters
  Score: Raw -2136200.700842 + Penalty 3174.026362 = -2133026.674480
  nChanged 304
		SP:Iteration 18Q (119039.240000 sec): 3 clusters
  Score: Raw -2136323.155389 + Penalty 3174.026362 = -2133149.129027
  nChanged 270
		SP:Iteration 19Q (119039.500000 sec): 3 clusters
  Score: Raw -2136444.184618 + Penalty 3174.026362 = -2133270.158256
  nChanged 276
		SP:Iteration 20F (119039.810000 sec): 3 clusters
  Score: Raw -2136566.475618 + Penalty 3174.026362 = -2133392.449257
  nChanged 276
		SP:Iteration 21Q (119040.120000 sec): 3 clusters
  Score: Raw -2136693.156080 + Penalty 3174.026362 = -2133519.129718
  nChanged 270
		SP:Iteration 22Q (119040.450000 sec): 3 clusters
  Score: Raw -2136821.677165 + Penalty 3174.026362 = -2133647.650803
  nChanged 264
		SP:Iteration 23Q (119040.660000 sec): 3 clusters
  Score: Raw -2136958.910614 + Penalty 3174.026362 = -2133784.884252
  nChanged 271
		SP:Iteration 24Q (119040.910000 sec): 3 clusters
  Score: Raw -2137112.370337 + Penalty 3174.026362 = -2133938.343975
  nChanged 259
		SP:Iteration 25Q (119041.190000 sec): 3 clusters
  Score: Raw -2137270.897276 + Penalty 3174.026362 = -2134096.870914
  nChanged 238
		SP:Iteration 26Q (119041.430000 sec): 3 clusters
  Score: Raw -2137423.765862 + Penalty 3174.026362 = -2134249.739500
  nChanged 215
		SP:Iteration 27Q (119041.700000 sec): 3 clusters
  Score: Raw -2137516.742872 + Penalty 3174.026362 = -2134342.716511
  nChanged 170
		SP:Iteration 28Q (119041.970000 sec): 3 clusters
  Score: Raw -2137570.169341 + Penalty 3174.026362 = -2134396.142979
  nChanged 122
		SP:Iteration 29Q (119042.180000 sec): 3 clusters
  Score: Raw -2137600.226189 + Penalty 3174.026362 = -2134426.199827
  nChanged 89
		SP:Iteration 30Q (119042.430000 sec): 3 clusters
  Score: Raw -2137617.755075 + Penalty 3174.026362 = -2134443.728713
  nChanged 67
		SP:Iteration 31Q (119042.680000 sec): 3 clusters
  Score: Raw -2137629.229327 + Penalty 3174.026362 = -2134455.202965
  nChanged 46
		SP:Iteration 32Q (119042.940000 sec): 3 clusters
  Score: Raw -2137635.943279 + Penalty 3174.026362 = -2134461.916917
  nChanged 30
		SP:Iteration 33Q (119043.210000 sec): 3 clusters
  Score: Raw -2137639.369587 + Penalty 3174.026362 = -2134465.343226
  nChanged 23
		SP:Iteration 34Q (119043.500000 sec): 3 clusters
  Score: Raw -2137641.924828 + Penalty 3174.026362 = -2134467.898467
  nChanged 23
		SP:Iteration 35Q (119043.810000 sec): 3 clusters
  Score: Raw -2137644.215044 + Penalty 3174.026362 = -2134470.188682
  nChanged 15
		SP:Iteration 36Q (119044.080000 sec): 3 clusters
  Score: Raw -2137645.736343 + Penalty 3174.026362 = -2134471.709981
  nChanged 9
		SP:Iteration 37Q (119044.330000 sec): 3 clusters
  Score: Raw -2137646.563145 + Penalty 3174.026362 = -2134472.536784
  nChanged 10
		SP:Iteration 38Q (119044.600000 sec): 3 clusters
  Score: Raw -2137647.490042 + Penalty 3174.026362 = -2134473.463680
  nChanged 11
		SP:Iteration 39Q (119044.870000 sec): 3 clusters
  Score: Raw -2137648.357789 + Penalty 3174.026362 = -2134474.331427
  nChanged 9
		SP:Iteration 40F (119045.120000 sec): 3 clusters
  Score: Raw -2137648.941634 + Penalty 3174.026362 = -2134474.915273
  nChanged 4
		SP:Iteration 41Q (119045.380000 sec): 3 clusters
  Score: Raw -2137649.288445 + Penalty 3174.026362 = -2134475.262084
  nChanged 2
		SP:Iteration 42Q (119045.670000 sec): 3 clusters
  Score: Raw -2137649.404763 + Penalty 3174.026362 = -2134475.378402
  nChanged 2
		SP:Iteration 43Q (119046.040000 sec): 3 clusters
  Score: Raw -2137649.627631 + Penalty 3174.026362 = -2134475.601270
  nChanged 4
		SP:Iteration 44Q (119046.310000 sec): 3 clusters
  Score: Raw -2137649.812221 + Penalty 3174.026362 = -2134475.785860
  nChanged 3
		SP:Iteration 45Q (119046.550000 sec): 3 clusters
  Score: Raw -2137650.006077 + Penalty 3174.026362 = -2134475.979715
  nChanged 4
		SP:Iteration 46Q (119046.860000 sec): 3 clusters
  Score: Raw -2137650.221151 + Penalty 3174.026362 = -2134476.194789
  nChanged 2
		SP:Iteration 47Q (119047.130000 sec): 3 clusters
  Score: Raw -2137650.371286 + Penalty 3174.026362 = -2134476.344924
  nChanged 1
		SP:Iteration 48Q (119047.420000 sec): 3 clusters
  Score: Raw -2137650.481081 + Penalty 3174.026362 = -2134476.454719
  nChanged 3
		SP:Iteration 49Q (119047.660000 sec): 3 clusters
  Score: Raw -2137650.661200 + Penalty 3174.026362 = -2134476.634839
  nChanged 3
		SP:Iteration 50Q (119047.950000 sec): 3 clusters
  Score: Raw -2137650.809486 + Penalty 3174.026362 = -2134476.783124
  nChanged 2
		SP:Iteration 51Q (119048.230000 sec): 3 clusters
  Score: Raw -2137650.954371 + Penalty 3174.026362 = -2134476.928009
  nChanged 1
		SP:Iteration 52Q (119048.540000 sec): 3 clusters
  Score: Raw -2137650.995169 + Penalty 3174.026362 = -2134476.968807
  nChanged 0
		SP:Iteration 53F (119048.830000 sec): 3 clusters
  Score: Raw -2137650.995169 + Penalty 3174.026362 = -2134476.968807
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (20022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119049.050000 sec): 2 clusters
  Score: Raw -2237438.186038 + Penalty 1609.495379 = -2235828.690659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119049.370000 sec): 3 clusters
  Score: Raw -2225376.910091 + Penalty 3218.990758 = -2222157.919333
  nChanged 9026
		SP:Iteration 1F (119049.660000 sec): 3 clusters
  Score: Raw -2230215.406525 + Penalty 3218.990758 = -2226996.415767
  nChanged 975
		SP:Iteration 2Q (119049.970000 sec): 3 clusters
  Score: Raw -2230550.966980 + Penalty 3218.990758 = -2227331.976222
  nChanged 943
		SP:Iteration 3Q (119050.290000 sec): 3 clusters
  Score: Raw -2230908.763210 + Penalty 3218.990758 = -2227689.772452
  nChanged 917
		SP:Iteration 4Q (119050.610000 sec): 3 clusters
  Score: Raw -2231290.570273 + Penalty 3218.990758 = -2228071.579515
  nChanged 948
		SP:Iteration 5Q (119050.910000 sec): 3 clusters
  Score: Raw -2231746.289933 + Penalty 3218.990758 = -2228527.299175
  nChanged 1080
		SP:Iteration 6F (119051.200000 sec): 3 clusters
  Score: Raw -2232379.304669 + Penalty 3218.990758 = -2229160.313911
  nChanged 1257
		SP:Iteration 7F (119051.510000 sec): 3 clusters
  Score: Raw -2233231.297949 + Penalty 3218.990758 = -2230012.307191
  nChanged 1316
		SP:Iteration 8F (119051.780000 sec): 3 clusters
  Score: Raw -2234283.190264 + Penalty 3218.990758 = -2231064.199506
  nChanged 1289
		SP:Iteration 9F (119052.040000 sec): 3 clusters
  Score: Raw -2235414.938683 + Penalty 3218.990758 = -2232195.947925
  nChanged 1032
		SP:Iteration 10F (119052.340000 sec): 3 clusters
  Score: Raw -2236341.440911 + Penalty 3218.990758 = -2233122.450153
  nChanged 650
		SP:Iteration 11Q (119052.620000 sec): 3 clusters
  Score: Raw -2236919.462040 + Penalty 3218.990758 = -2233700.471282
  nChanged 359
		SP:Iteration 12Q (119052.860000 sec): 3 clusters
  Score: Raw -2237248.099763 + Penalty 3218.990758 = -2234029.109005
  nChanged 189
		SP:Iteration 13Q (119053.170000 sec): 3 clusters
  Score: Raw -2237429.372354 + Penalty 3218.990758 = -2234210.381596
  nChanged 91
		SP:Iteration 14Q (119053.520000 sec): 3 clusters
  Score: Raw -2237513.889162 + Penalty 3218.990758 = -2234294.898403
  nChanged 53
		SP:Iteration 15Q (119053.750000 sec): 3 clusters
  Score: Raw -2237571.256631 + Penalty 3218.990758 = -2234352.265873
  nChanged 30
		SP:Iteration 16Q (119054.070000 sec): 3 clusters
  Score: Raw -2237609.628372 + Penalty 3218.990758 = -2234390.637614
  nChanged 22
		SP:Iteration 17Q (119054.380000 sec): 3 clusters
  Score: Raw -2237632.303201 + Penalty 3218.990758 = -2234413.312443
  nChanged 11
		SP:Iteration 18Q (119054.760000 sec): 3 clusters
  Score: Raw -2237646.152049 + Penalty 3218.990758 = -2234427.161291
  nChanged 8
		SP:Iteration 19Q (119055.010000 sec): 3 clusters
  Score: Raw -2237653.358607 + Penalty 3218.990758 = -2234434.367849
  nChanged 11
		SP:Iteration 20F (119055.340000 sec): 3 clusters
  Score: Raw -2237663.308884 + Penalty 3218.990758 = -2234444.318126
  nChanged 7
		SP:Iteration 21Q (119055.630000 sec): 3 clusters
  Score: Raw -2237669.658231 + Penalty 3218.990758 = -2234450.667473
  nChanged 6
		SP:Iteration 22Q (119055.910000 sec): 3 clusters
  Score: Raw -2237678.357031 + Penalty 3218.990758 = -2234459.366273
  nChanged 4
		SP:Iteration 23Q (119056.230000 sec): 3 clusters
  Score: Raw -2237683.480590 + Penalty 3218.990758 = -2234464.489832
  nChanged 1
		SP:Iteration 24Q (119056.610000 sec): 3 clusters
  Score: Raw -2237685.910657 + Penalty 3218.990758 = -2234466.919899
  nChanged 4
		SP:Iteration 25Q (119056.890000 sec): 3 clusters
  Score: Raw -2237690.665652 + Penalty 3218.990758 = -2234471.674894
  nChanged 1
		SP:Iteration 26Q (119057.280000 sec): 3 clusters
  Score: Raw -2237691.125107 + Penalty 3218.990758 = -2234472.134349
  nChanged 1
		SP:Iteration 27Q (119057.600000 sec): 3 clusters
  Score: Raw -2237692.807390 + Penalty 3218.990758 = -2234473.816631
  nChanged 1
		SP:Iteration 28Q (119057.920000 sec): 3 clusters
  Score: Raw -2237692.954120 + Penalty 3218.990758 = -2234473.963362
  nChanged 0
		SP:Iteration 29F (119058.240000 sec): 3 clusters
  Score: Raw -2237692.954120 + Penalty 3218.990758 = -2234473.963362
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (28262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119058.480000 sec): 2 clusters
  Score: Raw -3374232.645960 + Penalty 1665.506932 = -3372567.139028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119058.920000 sec): 3 clusters
  Score: Raw -3356939.515677 + Penalty 3331.013863 = -3353608.501814
  nChanged 13001
		SP:Iteration 1F (119059.260000 sec): 3 clusters
  Score: Raw -3364502.216394 + Penalty 3331.013863 = -3361171.202531
  nChanged 1397
		SP:Iteration 2Q (119059.610000 sec): 3 clusters
  Score: Raw -3365042.324775 + Penalty 3331.013863 = -3361711.310912
  nChanged 1321
		SP:Iteration 3Q (119060.050000 sec): 3 clusters
  Score: Raw -3365610.200387 + Penalty 3331.013863 = -3362279.186523
  nChanged 1305
		SP:Iteration 4Q (119060.410000 sec): 3 clusters
  Score: Raw -3366228.115459 + Penalty 3331.013863 = -3362897.101595
  nChanged 1400
		SP:Iteration 5Q (119060.830000 sec): 3 clusters
  Score: Raw -3366988.617101 + Penalty 3331.013863 = -3363657.603238
  nChanged 1492
		SP:Iteration 6F (119061.190000 sec): 3 clusters
  Score: Raw -3367968.006625 + Penalty 3331.013863 = -3364636.992762
  nChanged 1530
		SP:Iteration 7F (119061.550000 sec): 3 clusters
  Score: Raw -3369151.368538 + Penalty 3331.013863 = -3365820.354675
  nChanged 1452
		SP:Iteration 8F (119061.940000 sec): 3 clusters
  Score: Raw -3370383.039044 + Penalty 3331.013863 = -3367052.025181
  nChanged 1307
		SP:Iteration 9Q (119062.350000 sec): 3 clusters
  Score: Raw -3371432.470129 + Penalty 3331.013863 = -3368101.456265
  nChanged 1016
		SP:Iteration 10Q (119062.730000 sec): 3 clusters
  Score: Raw -3372148.456773 + Penalty 3331.013863 = -3368817.442910
  nChanged 728
		SP:Iteration 11Q (119063.070000 sec): 3 clusters
  Score: Raw -3372610.530224 + Penalty 3331.013863 = -3369279.516360
  nChanged 567
		SP:Iteration 12Q (119063.470000 sec): 3 clusters
  Score: Raw -3372942.386580 + Penalty 3331.013863 = -3369611.372717
  nChanged 463
		SP:Iteration 13Q (119063.840000 sec): 3 clusters
  Score: Raw -3373171.566045 + Penalty 3331.013863 = -3369840.552182
  nChanged 370
		SP:Iteration 14Q (119064.160000 sec): 3 clusters
  Score: Raw -3373345.660286 + Penalty 3331.013863 = -3370014.646423
  nChanged 317
		SP:Iteration 15Q (119064.540000 sec): 3 clusters
  Score: Raw -3373482.793613 + Penalty 3331.013863 = -3370151.779749
  nChanged 283
		SP:Iteration 16Q (119064.960000 sec): 3 clusters
  Score: Raw -3373594.170428 + Penalty 3331.013863 = -3370263.156565
  nChanged 274
		SP:Iteration 17Q (119065.290000 sec): 3 clusters
  Score: Raw -3373688.237218 + Penalty 3331.013863 = -3370357.223355
  nChanged 211
		SP:Iteration 18Q (119065.690000 sec): 3 clusters
  Score: Raw -3373758.761436 + Penalty 3331.013863 = -3370427.747573
  nChanged 191
		SP:Iteration 19Q (119066.030000 sec): 3 clusters
  Score: Raw -3373829.593294 + Penalty 3331.013863 = -3370498.579430
  nChanged 208
		SP:Iteration 20F (119066.400000 sec): 3 clusters
  Score: Raw -3373906.894137 + Penalty 3331.013863 = -3370575.880274
  nChanged 203
		SP:Iteration 21Q (119066.770000 sec): 3 clusters
  Score: Raw -3373989.916088 + Penalty 3331.013863 = -3370658.902225
  nChanged 191
		SP:Iteration 22Q (119067.150000 sec): 3 clusters
  Score: Raw -3374077.256254 + Penalty 3331.013863 = -3370746.242391
  nChanged 192
		SP:Iteration 23Q (119067.480000 sec): 3 clusters
  Score: Raw -3374160.159121 + Penalty 3331.013863 = -3370829.145257
  nChanged 174
		SP:Iteration 24Q (119067.800000 sec): 3 clusters
  Score: Raw -3374226.987131 + Penalty 3331.013863 = -3370895.973268
  nChanged 153
		SP:Iteration 25Q (119068.150000 sec): 3 clusters
  Score: Raw -3374291.862687 + Penalty 3331.013863 = -3370960.848824
  nChanged 152
		SP:Iteration 26Q (119068.530000 sec): 3 clusters
  Score: Raw -3374359.012908 + Penalty 3331.013863 = -3371027.999045
  nChanged 125
		SP:Iteration 27Q (119068.870000 sec): 3 clusters
  Score: Raw -3374413.716464 + Penalty 3331.013863 = -3371082.702601
  nChanged 127
		SP:Iteration 28Q (119069.210000 sec): 3 clusters
  Score: Raw -3374473.989340 + Penalty 3331.013863 = -3371142.975477
  nChanged 121
		SP:Iteration 29Q (119069.560000 sec): 3 clusters
  Score: Raw -3374531.381218 + Penalty 3331.013863 = -3371200.367355
  nChanged 106
		SP:Iteration 30Q (119069.890000 sec): 3 clusters
  Score: Raw -3374581.935749 + Penalty 3331.013863 = -3371250.921886
  nChanged 94
		SP:Iteration 31Q (119070.160000 sec): 3 clusters
  Score: Raw -3374622.392936 + Penalty 3331.013863 = -3371291.379073
  nChanged 79
		SP:Iteration 32Q (119070.530000 sec): 3 clusters
  Score: Raw -3374655.102141 + Penalty 3331.013863 = -3371324.088278
  nChanged 71
		SP:Iteration 33Q (119070.920000 sec): 3 clusters
  Score: Raw -3374682.736486 + Penalty 3331.013863 = -3371351.722623
  nChanged 51
		SP:Iteration 34Q (119071.260000 sec): 3 clusters
  Score: Raw -3374701.823346 + Penalty 3331.013863 = -3371370.809482
  nChanged 36
		SP:Iteration 35Q (119071.630000 sec): 3 clusters
  Score: Raw -3374714.903659 + Penalty 3331.013863 = -3371383.889795
  nChanged 29
		SP:Iteration 36Q (119072.020000 sec): 3 clusters
  Score: Raw -3374724.590324 + Penalty 3331.013863 = -3371393.576461
  nChanged 28
		SP:Iteration 37Q (119072.350000 sec): 3 clusters
  Score: Raw -3374733.071792 + Penalty 3331.013863 = -3371402.057929
  nChanged 21
		SP:Iteration 38Q (119072.710000 sec): 3 clusters
  Score: Raw -3374738.416597 + Penalty 3331.013863 = -3371407.402734
  nChanged 14
		SP:Iteration 39Q (119073.100000 sec): 3 clusters
  Score: Raw -3374742.922879 + Penalty 3331.013863 = -3371411.909016
  nChanged 15
		SP:Iteration 40F (119073.420000 sec): 3 clusters
  Score: Raw -3374747.484722 + Penalty 3331.013863 = -3371416.470859
  nChanged 17
		SP:Iteration 41Q (119073.730000 sec): 3 clusters
  Score: Raw -3374751.257300 + Penalty 3331.013863 = -3371420.243437
  nChanged 7
		SP:Iteration 42Q (119074.100000 sec): 3 clusters
  Score: Raw -3374752.755570 + Penalty 3331.013863 = -3371421.741707
  nChanged 5
		SP:Iteration 43Q (119074.430000 sec): 3 clusters
  Score: Raw -3374753.749656 + Penalty 3331.013863 = -3371422.735793
  nChanged 3
		SP:Iteration 44Q (119074.790000 sec): 3 clusters
  Score: Raw -3374754.962147 + Penalty 3331.013863 = -3371423.948284
  nChanged 4
		SP:Iteration 45Q (119075.110000 sec): 3 clusters
  Score: Raw -3374756.396787 + Penalty 3331.013863 = -3371425.382923
  nChanged 8
		SP:Iteration 46Q (119075.490000 sec): 3 clusters
  Score: Raw -3374758.268516 + Penalty 3331.013863 = -3371427.254653
  nChanged 6
		SP:Iteration 47Q (119075.850000 sec): 3 clusters
  Score: Raw -3374760.031241 + Penalty 3331.013863 = -3371429.017378
  nChanged 8
		SP:Iteration 48Q (119076.210000 sec): 3 clusters
  Score: Raw -3374762.336592 + Penalty 3331.013863 = -3371431.322729
  nChanged 12
		SP:Iteration 49Q (119076.530000 sec): 3 clusters
  Score: Raw -3374766.264205 + Penalty 3331.013863 = -3371435.250342
  nChanged 10
		SP:Iteration 50Q (119076.790000 sec): 3 clusters
  Score: Raw -3374769.436772 + Penalty 3331.013863 = -3371438.422908
  nChanged 11
		SP:Iteration 51Q (119077.160000 sec): 3 clusters
  Score: Raw -3374772.388180 + Penalty 3331.013863 = -3371441.374317
  nChanged 11
		SP:Iteration 52Q (119077.560000 sec): 3 clusters
  Score: Raw -3374774.939730 + Penalty 3331.013863 = -3371443.925867
  nChanged 9
		SP:Iteration 53Q (119077.910000 sec): 3 clusters
  Score: Raw -3374777.861595 + Penalty 3331.013863 = -3371446.847732
  nChanged 6
		SP:Iteration 54Q (119078.250000 sec): 3 clusters
  Score: Raw -3374779.626008 + Penalty 3331.013863 = -3371448.612145
  nChanged 7
		SP:Iteration 55Q (119078.540000 sec): 3 clusters
  Score: Raw -3374781.494067 + Penalty 3331.013863 = -3371450.480204
  nChanged 13
		SP:Iteration 56Q (119078.860000 sec): 3 clusters
  Score: Raw -3374785.329398 + Penalty 3331.013863 = -3371454.315535
  nChanged 13
		SP:Iteration 57Q (119079.190000 sec): 3 clusters
  Score: Raw -3374788.847736 + Penalty 3331.013863 = -3371457.833873
  nChanged 12
		SP:Iteration 58Q (119079.500000 sec): 3 clusters
  Score: Raw -3374793.093249 + Penalty 3331.013863 = -3371462.079386
  nChanged 14
		SP:Iteration 59Q (119079.820000 sec): 3 clusters
  Score: Raw -3374797.622039 + Penalty 3331.013863 = -3371466.608176
  nChanged 9
		SP:Iteration 60F (119080.140000 sec): 3 clusters
  Score: Raw -3374801.127506 + Penalty 3331.013863 = -3371470.113643
  nChanged 8
		SP:Iteration 61Q (119080.450000 sec): 3 clusters
  Score: Raw -3374803.687542 + Penalty 3331.013863 = -3371472.673678
  nChanged 7
		SP:Iteration 62Q (119080.830000 sec): 3 clusters
  Score: Raw -3374805.255022 + Penalty 3331.013863 = -3371474.241159
  nChanged 5
		SP:Iteration 63Q (119081.180000 sec): 3 clusters
  Score: Raw -3374807.055458 + Penalty 3331.013863 = -3371476.041595
  nChanged 5
		SP:Iteration 64Q (119081.470000 sec): 3 clusters
  Score: Raw -3374809.131813 + Penalty 3331.013863 = -3371478.117949
  nChanged 10
		SP:Iteration 65Q (119081.790000 sec): 3 clusters
  Score: Raw -3374811.568354 + Penalty 3331.013863 = -3371480.554490
  nChanged 6
		SP:Iteration 66Q (119082.150000 sec): 3 clusters
  Score: Raw -3374813.059234 + Penalty 3331.013863 = -3371482.045370
  nChanged 8
		SP:Iteration 67Q (119082.510000 sec): 3 clusters
  Score: Raw -3374814.825496 + Penalty 3331.013863 = -3371483.811633
  nChanged 5
		SP:Iteration 68Q (119082.860000 sec): 3 clusters
  Score: Raw -3374816.650040 + Penalty 3331.013863 = -3371485.636177
  nChanged 4
		SP:Iteration 69Q (119083.170000 sec): 3 clusters
  Score: Raw -3374817.898520 + Penalty 3331.013863 = -3371486.884657
  nChanged 2
		SP:Iteration 70Q (119083.490000 sec): 3 clusters
  Score: Raw -3374818.518972 + Penalty 3331.013863 = -3371487.505109
  nChanged 2
		SP:Iteration 71Q (119083.870000 sec): 3 clusters
  Score: Raw -3374819.209107 + Penalty 3331.013863 = -3371488.195244
  nChanged 2
		SP:Iteration 72Q (119084.220000 sec): 3 clusters
  Score: Raw -3374819.781316 + Penalty 3331.013863 = -3371488.767453
  nChanged 3
		SP:Iteration 73Q (119084.530000 sec): 3 clusters
  Score: Raw -3374820.439474 + Penalty 3331.013863 = -3371489.425611
  nChanged 1
		SP:Iteration 74Q (119084.850000 sec): 3 clusters
  Score: Raw -3374820.598978 + Penalty 3331.013863 = -3371489.585115
  nChanged 0
		SP:Iteration 75F (119085.230000 sec): 3 clusters
  Score: Raw -3374820.598978 + Penalty 3331.013863 = -3371489.585115
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (57551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119085.680000 sec): 2 clusters
  Score: Raw -7073826.778869 + Penalty 1781.069353 = -7072045.709516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119086.160000 sec): 3 clusters
  Score: Raw -7037073.575027 + Penalty 3562.138707 = -7033511.436321
  nChanged 27231
		SP:Iteration 1F (119086.640000 sec): 3 clusters
  Score: Raw -7053013.482289 + Penalty 3562.138707 = -7049451.343582
  nChanged 2320
		SP:Iteration 2Q (119087.200000 sec): 3 clusters
  Score: Raw -7053886.749557 + Penalty 3562.138707 = -7050324.610851
  nChanged 2754
		SP:Iteration 3Q (119087.750000 sec): 3 clusters
  Score: Raw -7055317.365036 + Penalty 3562.138707 = -7051755.226329
  nChanged 3516
		SP:Iteration 4F (119088.240000 sec): 3 clusters
  Score: Raw -7057609.886206 + Penalty 3562.138707 = -7054047.747499
  nChanged 4094
		SP:Iteration 5F (119088.800000 sec): 3 clusters
  Score: Raw -7060837.764777 + Penalty 3562.138707 = -7057275.626070
  nChanged 4123
		SP:Iteration 6F (119089.300000 sec): 3 clusters
  Score: Raw -7064411.015752 + Penalty 3562.138707 = -7060848.877045
  nChanged 3592
		SP:Iteration 7F (119089.820000 sec): 3 clusters
  Score: Raw -7067575.866084 + Penalty 3562.138707 = -7064013.727377
  nChanged 2779
		SP:Iteration 8Q (119090.370000 sec): 3 clusters
  Score: Raw -7069842.280408 + Penalty 3562.138707 = -7066280.141701
  nChanged 2013
		SP:Iteration 9Q (119090.920000 sec): 3 clusters
  Score: Raw -7071499.910094 + Penalty 3562.138707 = -7067937.771387
  nChanged 1493
		SP:Iteration 10Q (119091.490000 sec): 3 clusters
  Score: Raw -7072743.389991 + Penalty 3562.138707 = -7069181.251284
  nChanged 1079
		SP:Iteration 11Q (119091.990000 sec): 3 clusters
  Score: Raw -7073745.805378 + Penalty 3562.138707 = -7070183.666671
  nChanged 792
		SP:Iteration 12Q (119092.520000 sec): 3 clusters
  Score: Raw -7074522.765576 + Penalty 3562.138707 = -7070960.626869
  nChanged 515
		SP:Iteration 13Q (119093.000000 sec): 3 clusters
  Score: Raw -7074968.591772 + Penalty 3562.138707 = -7071406.453065
  nChanged 351
		SP:Iteration 14Q (119093.580000 sec): 3 clusters
  Score: Raw -7075211.969698 + Penalty 3562.138707 = -7071649.830991
  nChanged 280
		SP:Iteration 15Q (119094.120000 sec): 3 clusters
  Score: Raw -7075355.577697 + Penalty 3562.138707 = -7071793.438990
  nChanged 188
		SP:Iteration 16Q (119094.580000 sec): 3 clusters
  Score: Raw -7075431.721094 + Penalty 3562.138707 = -7071869.582387
  nChanged 153
		SP:Iteration 17Q (119095.140000 sec): 3 clusters
  Score: Raw -7075480.682388 + Penalty 3562.138707 = -7071918.543681
  nChanged 104
		SP:Iteration 18Q (119095.660000 sec): 3 clusters
  Score: Raw -7075504.516198 + Penalty 3562.138707 = -7071942.377491
  nChanged 76
		SP:Iteration 19Q (119096.120000 sec): 3 clusters
  Score: Raw -7075522.955800 + Penalty 3562.138707 = -7071960.817093
  nChanged 59
		SP:Iteration 20F (119096.640000 sec): 3 clusters
  Score: Raw -7075536.464393 + Penalty 3562.138707 = -7071974.325687
  nChanged 43
		SP:Iteration 21Q (119097.170000 sec): 3 clusters
  Score: Raw -7075545.776514 + Penalty 3562.138707 = -7071983.637807
  nChanged 34
		SP:Iteration 22Q (119097.660000 sec): 3 clusters
  Score: Raw -7075553.780870 + Penalty 3562.138707 = -7071991.642163
  nChanged 35
		SP:Iteration 23Q (119098.180000 sec): 3 clusters
  Score: Raw -7075560.813715 + Penalty 3562.138707 = -7071998.675008
  nChanged 23
		SP:Iteration 24Q (119098.690000 sec): 3 clusters
  Score: Raw -7075564.694255 + Penalty 3562.138707 = -7072002.555548
  nChanged 20
		SP:Iteration 25Q (119099.170000 sec): 3 clusters
  Score: Raw -7075567.629060 + Penalty 3562.138707 = -7072005.490353
  nChanged 16
		SP:Iteration 26Q (119099.640000 sec): 3 clusters
  Score: Raw -7075569.471770 + Penalty 3562.138707 = -7072007.333063
  nChanged 12
		SP:Iteration 27Q (119100.180000 sec): 3 clusters
  Score: Raw -7075570.938704 + Penalty 3562.138707 = -7072008.799997
  nChanged 8
		SP:Iteration 28Q (119100.700000 sec): 3 clusters
  Score: Raw -7075572.107329 + Penalty 3562.138707 = -7072009.968622
  nChanged 8
		SP:Iteration 29Q (119101.180000 sec): 3 clusters
  Score: Raw -7075572.815028 + Penalty 3562.138707 = -7072010.676321
  nChanged 4
		SP:Iteration 30Q (119101.640000 sec): 3 clusters
  Score: Raw -7075573.272704 + Penalty 3562.138707 = -7072011.133998
  nChanged 4
		SP:Iteration 31Q (119102.140000 sec): 3 clusters
  Score: Raw -7075574.041744 + Penalty 3562.138707 = -7072011.903037
  nChanged 7
		SP:Iteration 32Q (119102.630000 sec): 3 clusters
  Score: Raw -7075574.925895 + Penalty 3562.138707 = -7072012.787188
  nChanged 8
		SP:Iteration 33Q (119103.160000 sec): 3 clusters
  Score: Raw -7075575.931976 + Penalty 3562.138707 = -7072013.793269
  nChanged 6
		SP:Iteration 34Q (119103.600000 sec): 3 clusters
  Score: Raw -7075576.570520 + Penalty 3562.138707 = -7072014.431814
  nChanged 4
		SP:Iteration 35Q (119104.120000 sec): 3 clusters
  Score: Raw -7075577.143958 + Penalty 3562.138707 = -7072015.005252
  nChanged 2
		SP:Iteration 36Q (119104.540000 sec): 3 clusters
  Score: Raw -7075577.314315 + Penalty 3562.138707 = -7072015.175608
  nChanged 3
		SP:Iteration 37Q (119105.020000 sec): 3 clusters
  Score: Raw -7075577.537746 + Penalty 3562.138707 = -7072015.399039
  nChanged 2
		SP:Iteration 38Q (119105.490000 sec): 3 clusters
  Score: Raw -7075577.764580 + Penalty 3562.138707 = -7072015.625873
  nChanged 4
		SP:Iteration 39Q (119106.010000 sec): 3 clusters
  Score: Raw -7075578.028998 + Penalty 3562.138707 = -7072015.890291
  nChanged 2
		SP:Iteration 40F (119106.490000 sec): 3 clusters
  Score: Raw -7075578.261872 + Penalty 3562.138707 = -7072016.123165
  nChanged 2
		SP:Iteration 41Q (119106.890000 sec): 3 clusters
  Score: Raw -7075578.377124 + Penalty 3562.138707 = -7072016.238417
  nChanged 0
		SP:Iteration 42F (119107.340000 sec): 3 clusters
  Score: Raw -7075578.377124 + Penalty 3562.138707 = -7072016.238417
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119107.470000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119107.630000 sec): 3 clusters
  Score: Raw -41240.798143 + Penalty 1910.264129 = -39330.534014
  nChanged 66
		SP:Iteration 1F (119107.800000 sec): 3 clusters
  Score: Raw -41355.985069 + Penalty 1910.264129 = -39445.720940
  nChanged 15
		SP:Iteration 2Q (119107.990000 sec): 3 clusters
  Score: Raw -41394.848608 + Penalty 1910.264129 = -39484.584478
  nChanged 11
		SP:Iteration 3Q (119108.140000 sec): 3 clusters
  Score: Raw -41427.234317 + Penalty 1910.264129 = -39516.970188
  nChanged 6
		SP:Iteration 4Q (119108.330000 sec): 3 clusters
  Score: Raw -41441.139075 + Penalty 1910.264129 = -39530.874946
  nChanged 4
		SP:Iteration 5Q (119108.550000 sec): 3 clusters
  Score: Raw -41449.662900 + Penalty 1910.264129 = -39539.398771
  nChanged 1
		SP:Iteration 6Q (119108.770000 sec): 3 clusters
  Score: Raw -41450.871341 + Penalty 1910.264129 = -39540.607212
  nChanged 1
		SP:Iteration 7Q (119108.930000 sec): 3 clusters
  Score: Raw -41454.440388 + Penalty 1910.264129 = -39544.176259
  nChanged 0
		SP:Iteration 8F (119109.110000 sec): 3 clusters
  Score: Raw -41454.440388 + Penalty 1910.264129 = -39544.176259
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (10021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119109.290000 sec): 2 clusters
  Score: Raw -1218342.708505 + Penalty 1497.021203 = -1216845.687302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119109.530000 sec): 3 clusters
  Score: Raw -1212588.106218 + Penalty 2994.042405 = -1209594.063812
  nChanged 4374
		SP:Iteration 1F (119109.780000 sec): 3 clusters
  Score: Raw -1214913.944727 + Penalty 2994.042405 = -1211919.902322
  nChanged 630
		SP:Iteration 2F (119109.990000 sec): 3 clusters
  Score: Raw -1215228.661563 + Penalty 2994.042405 = -1212234.619158
  nChanged 559
		SP:Iteration 3F (119110.140000 sec): 3 clusters
  Score: Raw -1215527.684655 + Penalty 2994.042405 = -1212533.642249
  nChanged 521
		SP:Iteration 4F (119110.420000 sec): 3 clusters
  Score: Raw -1215792.770961 + Penalty 2994.042405 = -1212798.728556
  nChanged 474
		SP:Iteration 5Q (119110.590000 sec): 3 clusters
  Score: Raw -1216036.249329 + Penalty 2994.042405 = -1213042.206924
  nChanged 431
		SP:Iteration 6Q (119110.840000 sec): 3 clusters
  Score: Raw -1216234.346620 + Penalty 2994.042405 = -1213240.304215
  nChanged 396
		SP:Iteration 7Q (119111.080000 sec): 3 clusters
  Score: Raw -1216442.576492 + Penalty 2994.042405 = -1213448.534087
  nChanged 432
		SP:Iteration 8Q (119111.300000 sec): 3 clusters
  Score: Raw -1216695.220297 + Penalty 2994.042405 = -1213701.177892
  nChanged 395
		SP:Iteration 9Q (119111.510000 sec): 3 clusters
  Score: Raw -1216919.618240 + Penalty 2994.042405 = -1213925.575834
  nChanged 364
		SP:Iteration 10Q (119111.730000 sec): 3 clusters
  Score: Raw -1217133.512836 + Penalty 2994.042405 = -1214139.470431
  nChanged 329
		SP:Iteration 11Q (119111.950000 sec): 3 clusters
  Score: Raw -1217344.989967 + Penalty 2994.042405 = -1214350.947562
  nChanged 305
		SP:Iteration 12Q (119112.190000 sec): 3 clusters
  Score: Raw -1217552.119229 + Penalty 2994.042405 = -1214558.076824
  nChanged 252
		SP:Iteration 13Q (119112.380000 sec): 3 clusters
  Score: Raw -1217705.154565 + Penalty 2994.042405 = -1214711.112160
  nChanged 213
		SP:Iteration 14Q (119112.570000 sec): 3 clusters
  Score: Raw -1217823.053781 + Penalty 2994.042405 = -1214829.011376
  nChanged 153
		SP:Iteration 15Q (119112.770000 sec): 3 clusters
  Score: Raw -1217891.828402 + Penalty 2994.042405 = -1214897.785997
  nChanged 131
		SP:Iteration 16Q (119113.000000 sec): 3 clusters
  Score: Raw -1217944.094844 + Penalty 2994.042405 = -1214950.052439
  nChanged 106
		SP:Iteration 17Q (119113.210000 sec): 3 clusters
  Score: Raw -1217988.207660 + Penalty 2994.042405 = -1214994.165254
  nChanged 94
		SP:Iteration 18Q (119113.420000 sec): 3 clusters
  Score: Raw -1218028.894602 + Penalty 2994.042405 = -1215034.852197
  nChanged 88
		SP:Iteration 19Q (119113.710000 sec): 3 clusters
  Score: Raw -1218062.616319 + Penalty 2994.042405 = -1215068.573913
  nChanged 86
		SP:Iteration 20F (119113.930000 sec): 3 clusters
  Score: Raw -1218102.008416 + Penalty 2994.042405 = -1215107.966011
  nChanged 102
		SP:Iteration 21Q (119114.160000 sec): 3 clusters
  Score: Raw -1218140.158339 + Penalty 2994.042405 = -1215146.115933
  nChanged 74
		SP:Iteration 22Q (119114.400000 sec): 3 clusters
  Score: Raw -1218163.171366 + Penalty 2994.042405 = -1215169.128960
  nChanged 64
		SP:Iteration 23Q (119114.640000 sec): 3 clusters
  Score: Raw -1218182.727250 + Penalty 2994.042405 = -1215188.684844
  nChanged 59
		SP:Iteration 24Q (119114.920000 sec): 3 clusters
  Score: Raw -1218202.143139 + Penalty 2994.042405 = -1215208.100734
  nChanged 54
		SP:Iteration 25Q (119115.130000 sec): 3 clusters
  Score: Raw -1218220.270892 + Penalty 2994.042405 = -1215226.228487
  nChanged 54
		SP:Iteration 26Q (119115.380000 sec): 3 clusters
  Score: Raw -1218236.074751 + Penalty 2994.042405 = -1215242.032346
  nChanged 46
		SP:Iteration 27Q (119115.610000 sec): 3 clusters
  Score: Raw -1218249.497046 + Penalty 2994.042405 = -1215255.454640
  nChanged 48
		SP:Iteration 28Q (119115.860000 sec): 3 clusters
  Score: Raw -1218265.897119 + Penalty 2994.042405 = -1215271.854714
  nChanged 47
		SP:Iteration 29Q (119116.140000 sec): 3 clusters
  Score: Raw -1218281.159187 + Penalty 2994.042405 = -1215287.116781
  nChanged 32
		SP:Iteration 30Q (119116.410000 sec): 3 clusters
  Score: Raw -1218289.125229 + Penalty 2994.042405 = -1215295.082823
  nChanged 27
		SP:Iteration 31Q (119116.630000 sec): 3 clusters
  Score: Raw -1218297.095767 + Penalty 2994.042405 = -1215303.053361
  nChanged 31
		SP:Iteration 32Q (119116.850000 sec): 3 clusters
  Score: Raw -1218305.155778 + Penalty 2994.042405 = -1215311.113373
  nChanged 24
		SP:Iteration 33Q (119117.100000 sec): 3 clusters
  Score: Raw -1218310.480631 + Penalty 2994.042405 = -1215316.438226
  nChanged 14
		SP:Iteration 34Q (119117.370000 sec): 3 clusters
  Score: Raw -1218313.643781 + Penalty 2994.042405 = -1215319.601375
  nChanged 14
		SP:Iteration 35Q (119117.580000 sec): 3 clusters
  Score: Raw -1218317.017448 + Penalty 2994.042405 = -1215322.975043
  nChanged 15
		SP:Iteration 36Q (119117.840000 sec): 3 clusters
  Score: Raw -1218321.211617 + Penalty 2994.042405 = -1215327.169212
  nChanged 17
		SP:Iteration 37Q (119118.090000 sec): 3 clusters
  Score: Raw -1218326.777864 + Penalty 2994.042405 = -1215332.735459
  nChanged 25
		SP:Iteration 38Q (119118.400000 sec): 3 clusters
  Score: Raw -1218334.714221 + Penalty 2994.042405 = -1215340.671816
  nChanged 33
		SP:Iteration 39Q (119118.630000 sec): 3 clusters
  Score: Raw -1218343.482132 + Penalty 2994.042405 = -1215349.439726
  nChanged 23
		SP:Iteration 40F (119118.850000 sec): 3 clusters
  Score: Raw -1218350.854234 + Penalty 2994.042405 = -1215356.811829
  nChanged 21
		SP:Iteration 41Q (119119.160000 sec): 3 clusters
  Score: Raw -1218357.131999 + Penalty 2994.042405 = -1215363.089594
  nChanged 22
		SP:Iteration 42Q (119119.420000 sec): 3 clusters
  Score: Raw -1218365.499376 + Penalty 2994.042405 = -1215371.456971
  nChanged 22
		SP:Iteration 43Q (119119.670000 sec): 3 clusters
  Score: Raw -1218372.128448 + Penalty 2994.042405 = -1215378.086042
  nChanged 17
		SP:Iteration 44Q (119119.890000 sec): 3 clusters
  Score: Raw -1218377.416003 + Penalty 2994.042405 = -1215383.373597
  nChanged 18
		SP:Iteration 45Q (119120.170000 sec): 3 clusters
  Score: Raw -1218382.946394 + Penalty 2994.042405 = -1215388.903989
  nChanged 21
		SP:Iteration 46Q (119120.370000 sec): 3 clusters
  Score: Raw -1218389.745962 + Penalty 2994.042405 = -1215395.703557
  nChanged 19
		SP:Iteration 47Q (119120.630000 sec): 3 clusters
  Score: Raw -1218394.777840 + Penalty 2994.042405 = -1215400.735434
  nChanged 14
		SP:Iteration 48Q (119120.830000 sec): 3 clusters
  Score: Raw -1218400.010535 + Penalty 2994.042405 = -1215405.968130
  nChanged 21
		SP:Iteration 49Q (119121.090000 sec): 3 clusters
  Score: Raw -1218406.683836 + Penalty 2994.042405 = -1215412.641431
  nChanged 21
		SP:Iteration 50Q (119121.360000 sec): 3 clusters
  Score: Raw -1218413.472150 + Penalty 2994.042405 = -1215419.429745
  nChanged 19
		SP:Iteration 51Q (119121.590000 sec): 3 clusters
  Score: Raw -1218421.030818 + Penalty 2994.042405 = -1215426.988412
  nChanged 20
		SP:Iteration 52Q (119121.870000 sec): 3 clusters
  Score: Raw -1218426.136140 + Penalty 2994.042405 = -1215432.093735
  nChanged 15
		SP:Iteration 53Q (119122.100000 sec): 3 clusters
  Score: Raw -1218429.994296 + Penalty 2994.042405 = -1215435.951890
  nChanged 14
		SP:Iteration 54Q (119122.340000 sec): 3 clusters
  Score: Raw -1218434.752441 + Penalty 2994.042405 = -1215440.710036
  nChanged 20
		SP:Iteration 55Q (119122.580000 sec): 3 clusters
  Score: Raw -1218442.881384 + Penalty 2994.042405 = -1215448.838978
  nChanged 16
		SP:Iteration 56Q (119122.840000 sec): 3 clusters
  Score: Raw -1218449.154191 + Penalty 2994.042405 = -1215455.111785
  nChanged 15
		SP:Iteration 57Q (119123.110000 sec): 3 clusters
  Score: Raw -1218453.850015 + Penalty 2994.042405 = -1215459.807609
  nChanged 12
		SP:Iteration 58Q (119123.320000 sec): 3 clusters
  Score: Raw -1218458.233587 + Penalty 2994.042405 = -1215464.191182
  nChanged 12
		SP:Iteration 59Q (119123.560000 sec): 3 clusters
  Score: Raw -1218462.261364 + Penalty 2994.042405 = -1215468.218959
  nChanged 13
		SP:Iteration 60F (119123.760000 sec): 3 clusters
  Score: Raw -1218467.043718 + Penalty 2994.042405 = -1215473.001313
  nChanged 15
		SP:Iteration 61Q (119124.010000 sec): 3 clusters
  Score: Raw -1218473.526788 + Penalty 2994.042405 = -1215479.484383
  nChanged 15
		SP:Iteration 62Q (119124.230000 sec): 3 clusters
  Score: Raw -1218481.317613 + Penalty 2994.042405 = -1215487.275208
  nChanged 17
		SP:Iteration 63Q (119124.470000 sec): 3 clusters
  Score: Raw -1218488.539372 + Penalty 2994.042405 = -1215494.496967
  nChanged 19
		SP:Iteration 64Q (119124.720000 sec): 3 clusters
  Score: Raw -1218495.256185 + Penalty 2994.042405 = -1215501.213779
  nChanged 15
		SP:Iteration 65Q (119124.980000 sec): 3 clusters
  Score: Raw -1218502.010418 + Penalty 2994.042405 = -1215507.968013
  nChanged 17
		SP:Iteration 66Q (119125.200000 sec): 3 clusters
  Score: Raw -1218508.759787 + Penalty 2994.042405 = -1215514.717382
  nChanged 12
		SP:Iteration 67Q (119125.480000 sec): 3 clusters
  Score: Raw -1218512.050962 + Penalty 2994.042405 = -1215518.008557
  nChanged 13
		SP:Iteration 68Q (119125.780000 sec): 3 clusters
  Score: Raw -1218518.060681 + Penalty 2994.042405 = -1215524.018276
  nChanged 15
		SP:Iteration 69Q (119126.080000 sec): 3 clusters
  Score: Raw -1218524.685139 + Penalty 2994.042405 = -1215530.642734
  nChanged 14
		SP:Iteration 70Q (119126.310000 sec): 3 clusters
  Score: Raw -1218530.640130 + Penalty 2994.042405 = -1215536.597725
  nChanged 13
		SP:Iteration 71Q (119126.560000 sec): 3 clusters
  Score: Raw -1218536.315640 + Penalty 2994.042405 = -1215542.273235
  nChanged 16
		SP:Iteration 72Q (119126.760000 sec): 3 clusters
  Score: Raw -1218542.688105 + Penalty 2994.042405 = -1215548.645700
  nChanged 12
		SP:Iteration 73Q (119126.960000 sec): 3 clusters
  Score: Raw -1218547.663349 + Penalty 2994.042405 = -1215553.620944
  nChanged 10
		SP:Iteration 74Q (119127.230000 sec): 3 clusters
  Score: Raw -1218551.186602 + Penalty 2994.042405 = -1215557.144197
  nChanged 8
		SP:Iteration 75Q (119127.430000 sec): 3 clusters
  Score: Raw -1218553.378377 + Penalty 2994.042405 = -1215559.335972
  nChanged 8
		SP:Iteration 76Q (119127.640000 sec): 3 clusters
  Score: Raw -1218555.759756 + Penalty 2994.042405 = -1215561.717351
  nChanged 5
		SP:Iteration 77Q (119127.890000 sec): 3 clusters
  Score: Raw -1218557.613499 + Penalty 2994.042405 = -1215563.571094
  nChanged 6
		SP:Iteration 78Q (119128.070000 sec): 3 clusters
  Score: Raw -1218560.031935 + Penalty 2994.042405 = -1215565.989529
  nChanged 6
		SP:Iteration 79Q (119128.330000 sec): 3 clusters
  Score: Raw -1218561.518285 + Penalty 2994.042405 = -1215567.475880
  nChanged 2
		SP:Iteration 80F (119128.530000 sec): 3 clusters
  Score: Raw -1218561.967590 + Penalty 2994.042405 = -1215567.925185
  nChanged 1
		SP:Iteration 81Q (119128.720000 sec): 3 clusters
  Score: Raw -1218562.221121 + Penalty 2994.042405 = -1215568.178716
  nChanged 3
		SP:Iteration 82Q (119128.870000 sec): 3 clusters
  Score: Raw -1218563.112829 + Penalty 2994.042405 = -1215569.070423
  nChanged 2
		SP:Iteration 83Q (119129.060000 sec): 3 clusters
  Score: Raw -1218563.635652 + Penalty 2994.042405 = -1215569.593246
  nChanged 0
		SP:Iteration 84F (119129.250000 sec): 3 clusters
  Score: Raw -1218563.635652 + Penalty 2994.042405 = -1215569.593246
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119129.360000 sec): 2 clusters
  Score: Raw -854007.438716 + Penalty 1445.272471 = -852562.166244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119129.560000 sec): 3 clusters
  Score: Raw -850091.151496 + Penalty 2890.544943 = -847200.606553
  nChanged 2995
		SP:Iteration 1F (119129.710000 sec): 3 clusters
  Score: Raw -851728.605160 + Penalty 2890.544943 = -848838.060217
  nChanged 420
		SP:Iteration 2F (119129.920000 sec): 3 clusters
  Score: Raw -851930.130897 + Penalty 2890.544943 = -849039.585954
  nChanged 351
		SP:Iteration 3Q (119130.090000 sec): 3 clusters
  Score: Raw -852090.639017 + Penalty 2890.544943 = -849200.094074
  nChanged 310
		SP:Iteration 4Q (119130.340000 sec): 3 clusters
  Score: Raw -852228.699284 + Penalty 2890.544943 = -849338.154341
  nChanged 260
		SP:Iteration 5Q (119130.520000 sec): 3 clusters
  Score: Raw -852336.771130 + Penalty 2890.544943 = -849446.226187
  nChanged 232
		SP:Iteration 6Q (119130.720000 sec): 3 clusters
  Score: Raw -852440.036834 + Penalty 2890.544943 = -849549.491892
  nChanged 252
		SP:Iteration 7Q (119130.930000 sec): 3 clusters
  Score: Raw -852568.447268 + Penalty 2890.544943 = -849677.902326
  nChanged 272
		SP:Iteration 8Q (119131.120000 sec): 3 clusters
  Score: Raw -852722.386825 + Penalty 2890.544943 = -849831.841882
  nChanged 296
		SP:Iteration 9Q (119131.330000 sec): 3 clusters
  Score: Raw -852869.769811 + Penalty 2890.544943 = -849979.224868
  nChanged 271
		SP:Iteration 10Q (119131.490000 sec): 3 clusters
  Score: Raw -853006.185894 + Penalty 2890.544943 = -850115.640952
  nChanged 278
		SP:Iteration 11Q (119131.740000 sec): 3 clusters
  Score: Raw -853136.284055 + Penalty 2890.544943 = -850245.739113
  nChanged 248
		SP:Iteration 12Q (119131.980000 sec): 3 clusters
  Score: Raw -853258.241940 + Penalty 2890.544943 = -850367.696997
  nChanged 230
		SP:Iteration 13Q (119132.160000 sec): 3 clusters
  Score: Raw -853350.922336 + Penalty 2890.544943 = -850460.377393
  nChanged 208
		SP:Iteration 14Q (119132.390000 sec): 3 clusters
  Score: Raw -853435.130749 + Penalty 2890.544943 = -850544.585806
  nChanged 162
		SP:Iteration 15Q (119132.660000 sec): 3 clusters
  Score: Raw -853488.357149 + Penalty 2890.544943 = -850597.812207
  nChanged 132
		SP:Iteration 16Q (119132.920000 sec): 3 clusters
  Score: Raw -853532.094131 + Penalty 2890.544943 = -850641.549188
  nChanged 116
		SP:Iteration 17Q (119133.190000 sec): 3 clusters
  Score: Raw -853564.192892 + Penalty 2890.544943 = -850673.647949
  nChanged 77
		SP:Iteration 18Q (119133.410000 sec): 3 clusters
  Score: Raw -853582.426691 + Penalty 2890.544943 = -850691.881748
  nChanged 60
		SP:Iteration 19Q (119133.640000 sec): 3 clusters
  Score: Raw -853597.744683 + Penalty 2890.544943 = -850707.199741
  nChanged 70
		SP:Iteration 20F (119133.870000 sec): 3 clusters
  Score: Raw -853613.704979 + Penalty 2890.544943 = -850723.160037
  nChanged 50
		SP:Iteration 21Q (119134.090000 sec): 3 clusters
  Score: Raw -853622.596701 + Penalty 2890.544943 = -850732.051758
  nChanged 35
		SP:Iteration 22Q (119134.320000 sec): 3 clusters
  Score: Raw -853629.941762 + Penalty 2890.544943 = -850739.396820
  nChanged 31
		SP:Iteration 23Q (119134.560000 sec): 3 clusters
  Score: Raw -853635.760791 + Penalty 2890.544943 = -850745.215848
  nChanged 33
		SP:Iteration 24Q (119134.850000 sec): 3 clusters
  Score: Raw -853641.746564 + Penalty 2890.544943 = -850751.201621
  nChanged 26
		SP:Iteration 25Q (119135.080000 sec): 3 clusters
  Score: Raw -853645.864735 + Penalty 2890.544943 = -850755.319793
  nChanged 18
		SP:Iteration 26Q (119135.340000 sec): 3 clusters
  Score: Raw -853649.368045 + Penalty 2890.544943 = -850758.823103
  nChanged 14
		SP:Iteration 27Q (119135.530000 sec): 3 clusters
  Score: Raw -853651.420426 + Penalty 2890.544943 = -850760.875484
  nChanged 12
		SP:Iteration 28Q (119135.800000 sec): 3 clusters
  Score: Raw -853653.801632 + Penalty 2890.544943 = -850763.256689
  nChanged 15
		SP:Iteration 29Q (119136.060000 sec): 3 clusters
  Score: Raw -853655.975869 + Penalty 2890.544943 = -850765.430926
  nChanged 14
		SP:Iteration 30Q (119136.280000 sec): 3 clusters
  Score: Raw -853658.696820 + Penalty 2890.544943 = -850768.151877
  nChanged 12
		SP:Iteration 31Q (119136.490000 sec): 3 clusters
  Score: Raw -853661.326717 + Penalty 2890.544943 = -850770.781775
  nChanged 19
		SP:Iteration 32Q (119136.780000 sec): 3 clusters
  Score: Raw -853666.319811 + Penalty 2890.544943 = -850775.774869
  nChanged 22
		SP:Iteration 33Q (119137.000000 sec): 3 clusters
  Score: Raw -853676.362606 + Penalty 2890.544943 = -850785.817664
  nChanged 33
		SP:Iteration 34Q (119137.180000 sec): 3 clusters
  Score: Raw -853691.575499 + Penalty 2890.544943 = -850801.030556
  nChanged 46
		SP:Iteration 35Q (119137.420000 sec): 3 clusters
  Score: Raw -853711.545239 + Penalty 2890.544943 = -850821.000296
  nChanged 55
		SP:Iteration 36Q (119137.620000 sec): 3 clusters
  Score: Raw -853740.052474 + Penalty 2890.544943 = -850849.507531
  nChanged 67
		SP:Iteration 37Q (119137.800000 sec): 3 clusters
  Score: Raw -853775.671469 + Penalty 2890.544943 = -850885.126526
  nChanged 78
		SP:Iteration 38Q (119138.000000 sec): 3 clusters
  Score: Raw -853824.492780 + Penalty 2890.544943 = -850933.947837
  nChanged 70
		SP:Iteration 39Q (119138.210000 sec): 3 clusters
  Score: Raw -853859.541483 + Penalty 2890.544943 = -850968.996540
  nChanged 58
		SP:Iteration 40F (119138.410000 sec): 3 clusters
  Score: Raw -853878.761422 + Penalty 2890.544943 = -850988.216479
  nChanged 50
		SP:Iteration 41Q (119138.680000 sec): 3 clusters
  Score: Raw -853890.625382 + Penalty 2890.544943 = -851000.080439
  nChanged 35
		SP:Iteration 42Q (119138.890000 sec): 3 clusters
  Score: Raw -853898.133951 + Penalty 2890.544943 = -851007.589008
  nChanged 36
		SP:Iteration 43Q (119139.120000 sec): 3 clusters
  Score: Raw -853905.496547 + Penalty 2890.544943 = -851014.951604
  nChanged 25
		SP:Iteration 44Q (119139.340000 sec): 3 clusters
  Score: Raw -853909.551781 + Penalty 2890.544943 = -851019.006838
  nChanged 18
		SP:Iteration 45Q (119139.630000 sec): 3 clusters
  Score: Raw -853912.390499 + Penalty 2890.544943 = -851021.845556
  nChanged 11
		SP:Iteration 46Q (119139.890000 sec): 3 clusters
  Score: Raw -853914.185633 + Penalty 2890.544943 = -851023.640690
  nChanged 10
		SP:Iteration 47Q (119140.140000 sec): 3 clusters
  Score: Raw -853915.849639 + Penalty 2890.544943 = -851025.304697
  nChanged 10
		SP:Iteration 48Q (119140.400000 sec): 3 clusters
  Score: Raw -853917.417005 + Penalty 2890.544943 = -851026.872062
  nChanged 10
		SP:Iteration 49Q (119140.630000 sec): 3 clusters
  Score: Raw -853919.212754 + Penalty 2890.544943 = -851028.667812
  nChanged 6
		SP:Iteration 50Q (119140.830000 sec): 3 clusters
  Score: Raw -853920.187284 + Penalty 2890.544943 = -851029.642342
  nChanged 5
		SP:Iteration 51Q (119141.120000 sec): 3 clusters
  Score: Raw -853921.313299 + Penalty 2890.544943 = -851030.768356
  nChanged 6
		SP:Iteration 52Q (119141.330000 sec): 3 clusters
  Score: Raw -853922.385238 + Penalty 2890.544943 = -851031.840296
  nChanged 7
		SP:Iteration 53Q (119141.550000 sec): 3 clusters
  Score: Raw -853923.934930 + Penalty 2890.544943 = -851033.389987
  nChanged 12
		SP:Iteration 54Q (119141.730000 sec): 3 clusters
  Score: Raw -853926.046673 + Penalty 2890.544943 = -851035.501730
  nChanged 12
		SP:Iteration 55Q (119141.970000 sec): 3 clusters
  Score: Raw -853928.805150 + Penalty 2890.544943 = -851038.260207
  nChanged 16
		SP:Iteration 56Q (119142.180000 sec): 3 clusters
  Score: Raw -853932.286707 + Penalty 2890.544943 = -851041.741764
  nChanged 19
		SP:Iteration 57Q (119142.410000 sec): 3 clusters
  Score: Raw -853936.441328 + Penalty 2890.544943 = -851045.896385
  nChanged 14
		SP:Iteration 58Q (119142.620000 sec): 3 clusters
  Score: Raw -853939.238177 + Penalty 2890.544943 = -851048.693234
  nChanged 12
		SP:Iteration 59Q (119142.850000 sec): 3 clusters
  Score: Raw -853941.571652 + Penalty 2890.544943 = -851051.026709
  nChanged 11
		SP:Iteration 60F (119143.060000 sec): 3 clusters
  Score: Raw -853944.472034 + Penalty 2890.544943 = -851053.927091
  nChanged 12
		SP:Iteration 61Q (119143.290000 sec): 3 clusters
  Score: Raw -853947.867100 + Penalty 2890.544943 = -851057.322157
  nChanged 13
		SP:Iteration 62Q (119143.550000 sec): 3 clusters
  Score: Raw -853950.480823 + Penalty 2890.544943 = -851059.935880
  nChanged 15
		SP:Iteration 63Q (119143.790000 sec): 3 clusters
  Score: Raw -853954.396111 + Penalty 2890.544943 = -851063.851168
  nChanged 17
		SP:Iteration 64Q (119144.030000 sec): 3 clusters
  Score: Raw -853957.415981 + Penalty 2890.544943 = -851066.871039
  nChanged 14
		SP:Iteration 65Q (119144.290000 sec): 3 clusters
  Score: Raw -853959.669018 + Penalty 2890.544943 = -851069.124075
  nChanged 14
		SP:Iteration 66Q (119144.500000 sec): 3 clusters
  Score: Raw -853961.519582 + Penalty 2890.544943 = -851070.974639
  nChanged 9
		SP:Iteration 67Q (119144.700000 sec): 3 clusters
  Score: Raw -853963.198243 + Penalty 2890.544943 = -851072.653300
  nChanged 4
		SP:Iteration 68Q (119144.890000 sec): 3 clusters
  Score: Raw -853963.917330 + Penalty 2890.544943 = -851073.372387
  nChanged 2
		SP:Iteration 69Q (119145.070000 sec): 3 clusters
  Score: Raw -853964.425969 + Penalty 2890.544943 = -851073.881026
  nChanged 5
		SP:Iteration 70Q (119145.240000 sec): 3 clusters
  Score: Raw -853965.488719 + Penalty 2890.544943 = -851074.943776
  nChanged 6
		SP:Iteration 71Q (119145.480000 sec): 3 clusters
  Score: Raw -853966.458623 + Penalty 2890.544943 = -851075.913680
  nChanged 10
		SP:Iteration 72Q (119145.750000 sec): 3 clusters
  Score: Raw -853967.637568 + Penalty 2890.544943 = -851077.092625
  nChanged 7
		SP:Iteration 73Q (119145.990000 sec): 3 clusters
  Score: Raw -853968.389029 + Penalty 2890.544943 = -851077.844086
  nChanged 4
		SP:Iteration 74Q (119146.210000 sec): 3 clusters
  Score: Raw -853969.131746 + Penalty 2890.544943 = -851078.586804
  nChanged 6
		SP:Iteration 75Q (119146.440000 sec): 3 clusters
  Score: Raw -853970.756978 + Penalty 2890.544943 = -851080.212035
  nChanged 9
		SP:Iteration 76Q (119146.680000 sec): 3 clusters
  Score: Raw -853972.908368 + Penalty 2890.544943 = -851082.363426
  nChanged 13
		SP:Iteration 77Q (119146.900000 sec): 3 clusters
  Score: Raw -853975.778900 + Penalty 2890.544943 = -851085.233958
  nChanged 14
		SP:Iteration 78Q (119147.150000 sec): 3 clusters
  Score: Raw -853977.957584 + Penalty 2890.544943 = -851087.412642
  nChanged 13
		SP:Iteration 79Q (119147.370000 sec): 3 clusters
  Score: Raw -853980.110877 + Penalty 2890.544943 = -851089.565934
  nChanged 12
		SP:Iteration 80F (119147.560000 sec): 3 clusters
  Score: Raw -853981.623168 + Penalty 2890.544943 = -851091.078225
  nChanged 8
		SP:Iteration 81Q (119147.780000 sec): 3 clusters
  Score: Raw -853983.406149 + Penalty 2890.544943 = -851092.861206
  nChanged 10
		SP:Iteration 82Q (119148.000000 sec): 3 clusters
  Score: Raw -853985.905480 + Penalty 2890.544943 = -851095.360537
  nChanged 15
		SP:Iteration 83Q (119148.200000 sec): 3 clusters
  Score: Raw -853988.293154 + Penalty 2890.544943 = -851097.748211
  nChanged 7
		SP:Iteration 84Q (119148.430000 sec): 3 clusters
  Score: Raw -853989.263535 + Penalty 2890.544943 = -851098.718592
  nChanged 7
		SP:Iteration 85Q (119148.660000 sec): 3 clusters
  Score: Raw -853990.723622 + Penalty 2890.544943 = -851100.178679
  nChanged 7
		SP:Iteration 86Q (119148.900000 sec): 3 clusters
  Score: Raw -853991.800407 + Penalty 2890.544943 = -851101.255465
  nChanged 6
		SP:Iteration 87Q (119149.130000 sec): 3 clusters
  Score: Raw -853992.738939 + Penalty 2890.544943 = -851102.193997
  nChanged 5
		SP:Iteration 88Q (119149.410000 sec): 3 clusters
  Score: Raw -853993.558146 + Penalty 2890.544943 = -851103.013204
  nChanged 3
		SP:Iteration 89Q (119149.650000 sec): 3 clusters
  Score: Raw -853993.959287 + Penalty 2890.544943 = -851103.414345
  nChanged 5
		SP:Iteration 90Q (119149.810000 sec): 3 clusters
  Score: Raw -853994.560012 + Penalty 2890.544943 = -851104.015070
  nChanged 3
		SP:Iteration 91Q (119150.070000 sec): 3 clusters
  Score: Raw -853994.777937 + Penalty 2890.544943 = -851104.232994
  nChanged 3
		SP:Iteration 92Q (119150.320000 sec): 3 clusters
  Score: Raw -853995.006751 + Penalty 2890.544943 = -851104.461808
  nChanged 4
		SP:Iteration 93Q (119150.570000 sec): 3 clusters
  Score: Raw -853995.589418 + Penalty 2890.544943 = -851105.044476
  nChanged 2
		SP:Iteration 94Q (119150.780000 sec): 3 clusters
  Score: Raw -853995.791570 + Penalty 2890.544943 = -851105.246627
  nChanged 1
		SP:Iteration 95Q (119151.010000 sec): 3 clusters
  Score: Raw -853995.873809 + Penalty 2890.544943 = -851105.328866
  nChanged 0
		SP:Iteration 96F (119151.220000 sec): 3 clusters
  Score: Raw -853995.873809 + Penalty 2890.544943 = -851105.328866
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119151.410000 sec): 2 clusters
  Score: Raw -942626.019830 + Penalty 1487.177809 = -941138.842020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119151.610000 sec): 3 clusters
  Score: Raw -937373.394971 + Penalty 2974.355619 = -934399.039353
  nChanged 4051
		SP:Iteration 1F (119151.890000 sec): 3 clusters
  Score: Raw -939730.451927 + Penalty 2974.355619 = -936756.096308
  nChanged 638
		SP:Iteration 2F (119152.140000 sec): 3 clusters
  Score: Raw -940019.649970 + Penalty 2974.355619 = -937045.294351
  nChanged 489
		SP:Iteration 3F (119152.450000 sec): 3 clusters
  Score: Raw -940219.935865 + Penalty 2974.355619 = -937245.580247
  nChanged 429
		SP:Iteration 4Q (119152.690000 sec): 3 clusters
  Score: Raw -940381.168950 + Penalty 2974.355619 = -937406.813331
  nChanged 338
		SP:Iteration 5Q (119152.910000 sec): 3 clusters
  Score: Raw -940494.668374 + Penalty 2974.355619 = -937520.312755
  nChanged 300
		SP:Iteration 6Q (119153.140000 sec): 3 clusters
  Score: Raw -940592.159831 + Penalty 2974.355619 = -937617.804212
  nChanged 268
		SP:Iteration 7Q (119153.430000 sec): 3 clusters
  Score: Raw -940687.587131 + Penalty 2974.355619 = -937713.231512
  nChanged 264
		SP:Iteration 8Q (119153.600000 sec): 3 clusters
  Score: Raw -940776.642541 + Penalty 2974.355619 = -937802.286922
  nChanged 212
		SP:Iteration 9Q (119153.810000 sec): 3 clusters
  Score: Raw -940843.529470 + Penalty 2974.355619 = -937869.173851
  nChanged 202
		SP:Iteration 10Q (119154.050000 sec): 3 clusters
  Score: Raw -940904.624953 + Penalty 2974.355619 = -937930.269334
  nChanged 175
		SP:Iteration 11Q (119154.290000 sec): 3 clusters
  Score: Raw -940964.279392 + Penalty 2974.355619 = -937989.923773
  nChanged 191
		SP:Iteration 12Q (119154.510000 sec): 3 clusters
  Score: Raw -941033.823272 + Penalty 2974.355619 = -938059.467653
  nChanged 174
		SP:Iteration 13Q (119154.790000 sec): 3 clusters
  Score: Raw -941099.946012 + Penalty 2974.355619 = -938125.590393
  nChanged 184
		SP:Iteration 14Q (119155.030000 sec): 3 clusters
  Score: Raw -941169.856157 + Penalty 2974.355619 = -938195.500539
  nChanged 187
		SP:Iteration 15Q (119155.230000 sec): 3 clusters
  Score: Raw -941245.781321 + Penalty 2974.355619 = -938271.425702
  nChanged 192
		SP:Iteration 16Q (119155.520000 sec): 3 clusters
  Score: Raw -941331.925411 + Penalty 2974.355619 = -938357.569792
  nChanged 205
		SP:Iteration 17Q (119155.750000 sec): 3 clusters
  Score: Raw -941425.796024 + Penalty 2974.355619 = -938451.440405
  nChanged 194
		SP:Iteration 18Q (119156.040000 sec): 3 clusters
  Score: Raw -941512.930618 + Penalty 2974.355619 = -938538.575000
  nChanged 188
		SP:Iteration 19Q (119156.250000 sec): 3 clusters
  Score: Raw -941602.213435 + Penalty 2974.355619 = -938627.857816
  nChanged 176
		SP:Iteration 20F (119156.440000 sec): 3 clusters
  Score: Raw -941694.431735 + Penalty 2974.355619 = -938720.076116
  nChanged 200
		SP:Iteration 21Q (119156.720000 sec): 3 clusters
  Score: Raw -941804.456440 + Penalty 2974.355619 = -938830.100822
  nChanged 213
		SP:Iteration 22Q (119156.920000 sec): 3 clusters
  Score: Raw -941913.597722 + Penalty 2974.355619 = -938939.242104
  nChanged 180
		SP:Iteration 23Q (119157.200000 sec): 3 clusters
  Score: Raw -941989.998671 + Penalty 2974.355619 = -939015.643052
  nChanged 140
		SP:Iteration 24Q (119157.500000 sec): 3 clusters
  Score: Raw -942044.328363 + Penalty 2974.355619 = -939069.972744
  nChanged 109
		SP:Iteration 25Q (119157.820000 sec): 3 clusters
  Score: Raw -942084.382035 + Penalty 2974.355619 = -939110.026417
  nChanged 96
		SP:Iteration 26Q (119158.030000 sec): 3 clusters
  Score: Raw -942118.982325 + Penalty 2974.355619 = -939144.626706
  nChanged 85
		SP:Iteration 27Q (119158.330000 sec): 3 clusters
  Score: Raw -942148.177755 + Penalty 2974.355619 = -939173.822136
  nChanged 90
		SP:Iteration 28Q (119158.610000 sec): 3 clusters
  Score: Raw -942177.652494 + Penalty 2974.355619 = -939203.296875
  nChanged 80
		SP:Iteration 29Q (119158.820000 sec): 3 clusters
  Score: Raw -942205.162103 + Penalty 2974.355619 = -939230.806484
  nChanged 76
		SP:Iteration 30Q (119159.120000 sec): 3 clusters
  Score: Raw -942229.365185 + Penalty 2974.355619 = -939255.009566
  nChanged 70
		SP:Iteration 31Q (119159.320000 sec): 3 clusters
  Score: Raw -942249.773875 + Penalty 2974.355619 = -939275.418256
  nChanged 74
		SP:Iteration 32Q (119159.590000 sec): 3 clusters
  Score: Raw -942272.832412 + Penalty 2974.355619 = -939298.476793
  nChanged 63
		SP:Iteration 33Q (119159.800000 sec): 3 clusters
  Score: Raw -942292.042279 + Penalty 2974.355619 = -939317.686660
  nChanged 61
		SP:Iteration 34Q (119160.040000 sec): 3 clusters
  Score: Raw -942310.273486 + Penalty 2974.355619 = -939335.917867
  nChanged 64
		SP:Iteration 35Q (119160.250000 sec): 3 clusters
  Score: Raw -942334.009146 + Penalty 2974.355619 = -939359.653527
  nChanged 73
		SP:Iteration 36Q (119160.470000 sec): 3 clusters
  Score: Raw -942359.571326 + Penalty 2974.355619 = -939385.215708
  nChanged 59
		SP:Iteration 37Q (119160.710000 sec): 3 clusters
  Score: Raw -942380.063275 + Penalty 2974.355619 = -939405.707656
  nChanged 55
		SP:Iteration 38Q (119160.960000 sec): 3 clusters
  Score: Raw -942401.397905 + Penalty 2974.355619 = -939427.042287
  nChanged 48
		SP:Iteration 39Q (119161.150000 sec): 3 clusters
  Score: Raw -942417.622245 + Penalty 2974.355619 = -939443.266627
  nChanged 52
		SP:Iteration 40F (119161.450000 sec): 3 clusters
  Score: Raw -942434.542694 + Penalty 2974.355619 = -939460.187075
  nChanged 44
		SP:Iteration 41Q (119161.640000 sec): 3 clusters
  Score: Raw -942449.223621 + Penalty 2974.355619 = -939474.868002
  nChanged 45
		SP:Iteration 42Q (119161.870000 sec): 3 clusters
  Score: Raw -942465.054713 + Penalty 2974.355619 = -939490.699094
  nChanged 49
		SP:Iteration 43Q (119162.100000 sec): 3 clusters
  Score: Raw -942484.080413 + Penalty 2974.355619 = -939509.724795
  nChanged 61
		SP:Iteration 44Q (119162.340000 sec): 3 clusters
  Score: Raw -942511.915602 + Penalty 2974.355619 = -939537.559983
  nChanged 50
		SP:Iteration 45Q (119162.650000 sec): 3 clusters
  Score: Raw -942533.178790 + Penalty 2974.355619 = -939558.823172
  nChanged 52
		SP:Iteration 46Q (119162.890000 sec): 3 clusters
  Score: Raw -942553.357518 + Penalty 2974.355619 = -939579.001899
  nChanged 47
		SP:Iteration 47Q (119163.130000 sec): 3 clusters
  Score: Raw -942569.388710 + Penalty 2974.355619 = -939595.033091
  nChanged 45
		SP:Iteration 48Q (119163.350000 sec): 3 clusters
  Score: Raw -942585.931122 + Penalty 2974.355619 = -939611.575504
  nChanged 54
		SP:Iteration 49Q (119163.550000 sec): 3 clusters
  Score: Raw -942607.122668 + Penalty 2974.355619 = -939632.767050
  nChanged 45
		SP:Iteration 50Q (119163.810000 sec): 3 clusters
  Score: Raw -942624.748732 + Penalty 2974.355619 = -939650.393113
  nChanged 42
		SP:Iteration 51Q (119164.150000 sec): 3 clusters
  Score: Raw -942641.254082 + Penalty 2974.355619 = -939666.898464
  nChanged 36
		SP:Iteration 52Q (119164.360000 sec): 3 clusters
  Score: Raw -942655.058180 + Penalty 2974.355619 = -939680.702561
  nChanged 39
		SP:Iteration 53Q (119164.600000 sec): 3 clusters
  Score: Raw -942670.581706 + Penalty 2974.355619 = -939696.226087
  nChanged 27
		SP:Iteration 54Q (119164.830000 sec): 3 clusters
  Score: Raw -942683.398011 + Penalty 2974.355619 = -939709.042392
  nChanged 32
		SP:Iteration 55Q (119165.100000 sec): 3 clusters
  Score: Raw -942695.299149 + Penalty 2974.355619 = -939720.943530
  nChanged 22
		SP:Iteration 56Q (119165.360000 sec): 3 clusters
  Score: Raw -942703.647699 + Penalty 2974.355619 = -939729.292080
  nChanged 16
		SP:Iteration 57Q (119165.610000 sec): 3 clusters
  Score: Raw -942710.045060 + Penalty 2974.355619 = -939735.689441
  nChanged 18
		SP:Iteration 58Q (119165.810000 sec): 3 clusters
  Score: Raw -942717.773342 + Penalty 2974.355619 = -939743.417724
  nChanged 17
		SP:Iteration 59Q (119166.020000 sec): 3 clusters
  Score: Raw -942723.273147 + Penalty 2974.355619 = -939748.917528
  nChanged 16
		SP:Iteration 60F (119166.230000 sec): 3 clusters
  Score: Raw -942729.455677 + Penalty 2974.355619 = -939755.100058
  nChanged 18
		SP:Iteration 61Q (119166.430000 sec): 3 clusters
  Score: Raw -942735.991297 + Penalty 2974.355619 = -939761.635679
  nChanged 21
		SP:Iteration 62Q (119166.670000 sec): 3 clusters
  Score: Raw -942742.961691 + Penalty 2974.355619 = -939768.606072
  nChanged 20
		SP:Iteration 63Q (119166.890000 sec): 3 clusters
  Score: Raw -942750.040396 + Penalty 2974.355619 = -939775.684777
  nChanged 17
		SP:Iteration 64Q (119167.140000 sec): 3 clusters
  Score: Raw -942756.272249 + Penalty 2974.355619 = -939781.916630
  nChanged 17
		SP:Iteration 65Q (119167.380000 sec): 3 clusters
  Score: Raw -942762.391404 + Penalty 2974.355619 = -939788.035786
  nChanged 17
		SP:Iteration 66Q (119167.630000 sec): 3 clusters
  Score: Raw -942769.267596 + Penalty 2974.355619 = -939794.911977
  nChanged 20
		SP:Iteration 67Q (119167.810000 sec): 3 clusters
  Score: Raw -942779.352606 + Penalty 2974.355619 = -939804.996987
  nChanged 15
		SP:Iteration 68Q (119168.010000 sec): 3 clusters
  Score: Raw -942788.163323 + Penalty 2974.355619 = -939813.807704
  nChanged 20
		SP:Iteration 69Q (119168.260000 sec): 3 clusters
  Score: Raw -942800.971721 + Penalty 2974.355619 = -939826.616103
  nChanged 16
		SP:Iteration 70Q (119168.530000 sec): 3 clusters
  Score: Raw -942806.744067 + Penalty 2974.355619 = -939832.388449
  nChanged 14
		SP:Iteration 71Q (119168.750000 sec): 3 clusters
  Score: Raw -942816.055339 + Penalty 2974.355619 = -939841.699720
  nChanged 14
		SP:Iteration 72Q (119168.980000 sec): 3 clusters
  Score: Raw -942823.905043 + Penalty 2974.355619 = -939849.549424
  nChanged 16
		SP:Iteration 73Q (119169.180000 sec): 3 clusters
  Score: Raw -942831.642850 + Penalty 2974.355619 = -939857.287232
  nChanged 11
		SP:Iteration 74Q (119169.430000 sec): 3 clusters
  Score: Raw -942837.460254 + Penalty 2974.355619 = -939863.104635
  nChanged 19
		SP:Iteration 75Q (119169.660000 sec): 3 clusters
  Score: Raw -942847.111263 + Penalty 2974.355619 = -939872.755644
  nChanged 15
		SP:Iteration 76Q (119169.880000 sec): 3 clusters
  Score: Raw -942855.986709 + Penalty 2974.355619 = -939881.631090
  nChanged 15
		SP:Iteration 77Q (119170.150000 sec): 3 clusters
  Score: Raw -942862.536651 + Penalty 2974.355619 = -939888.181033
  nChanged 12
		SP:Iteration 78Q (119170.400000 sec): 3 clusters
  Score: Raw -942868.947324 + Penalty 2974.355619 = -939894.591706
  nChanged 11
		SP:Iteration 79Q (119170.620000 sec): 3 clusters
  Score: Raw -942873.617374 + Penalty 2974.355619 = -939899.261755
  nChanged 8
		SP:Iteration 80F (119170.880000 sec): 3 clusters
  Score: Raw -942877.076272 + Penalty 2974.355619 = -939902.720654
  nChanged 9
		SP:Iteration 81Q (119171.160000 sec): 3 clusters
  Score: Raw -942880.496623 + Penalty 2974.355619 = -939906.141004
  nChanged 8
		SP:Iteration 82Q (119171.410000 sec): 3 clusters
  Score: Raw -942884.307955 + Penalty 2974.355619 = -939909.952336
  nChanged 9
		SP:Iteration 83Q (119171.620000 sec): 3 clusters
  Score: Raw -942888.034315 + Penalty 2974.355619 = -939913.678696
  nChanged 7
		SP:Iteration 84Q (119171.820000 sec): 3 clusters
  Score: Raw -942891.559139 + Penalty 2974.355619 = -939917.203521
  nChanged 5
		SP:Iteration 85Q (119172.090000 sec): 3 clusters
  Score: Raw -942893.812582 + Penalty 2974.355619 = -939919.456963
  nChanged 4
		SP:Iteration 86Q (119172.320000 sec): 3 clusters
  Score: Raw -942894.668121 + Penalty 2974.355619 = -939920.312502
  nChanged 2
		SP:Iteration 87Q (119172.530000 sec): 3 clusters
  Score: Raw -942895.627720 + Penalty 2974.355619 = -939921.272102
  nChanged 2
		SP:Iteration 88Q (119172.740000 sec): 3 clusters
  Score: Raw -942896.979645 + Penalty 2974.355619 = -939922.624027
  nChanged 4
		SP:Iteration 89Q (119172.990000 sec): 3 clusters
  Score: Raw -942898.930025 + Penalty 2974.355619 = -939924.574406
  nChanged 3
		SP:Iteration 90Q (119173.230000 sec): 3 clusters
  Score: Raw -942900.701729 + Penalty 2974.355619 = -939926.346111
  nChanged 4
		SP:Iteration 91Q (119173.440000 sec): 3 clusters
  Score: Raw -942902.744484 + Penalty 2974.355619 = -939928.388865
  nChanged 3
		SP:Iteration 92Q (119173.690000 sec): 3 clusters
  Score: Raw -942905.241407 + Penalty 2974.355619 = -939930.885788
  nChanged 4
		SP:Iteration 93Q (119173.930000 sec): 3 clusters
  Score: Raw -942907.269264 + Penalty 2974.355619 = -939932.913645
  nChanged 5
		SP:Iteration 94Q (119174.210000 sec): 3 clusters
  Score: Raw -942908.896387 + Penalty 2974.355619 = -939934.540769
  nChanged 3
		SP:Iteration 95Q (119174.410000 sec): 3 clusters
  Score: Raw -942911.090362 + Penalty 2974.355619 = -939936.734743
  nChanged 8
		SP:Iteration 96Q (119174.660000 sec): 3 clusters
  Score: Raw -942919.310359 + Penalty 2974.355619 = -939944.954740
  nChanged 8
		SP:Iteration 97Q (119174.870000 sec): 3 clusters
  Score: Raw -942924.676050 + Penalty 2974.355619 = -939950.320432
  nChanged 4
		SP:Iteration 98Q (119175.090000 sec): 3 clusters
  Score: Raw -942927.378486 + Penalty 2974.355619 = -939953.022867
  nChanged 3
		SP:Iteration 99Q (119175.280000 sec): 3 clusters
  Score: Raw -942928.491804 + Penalty 2974.355619 = -939954.136185
  nChanged 1
		SP:Iteration 100F (119175.560000 sec): 3 clusters
  Score: Raw -942928.917187 + Penalty 2974.355619 = -939954.561568
  nChanged 1
		SP:Iteration 101Q (119175.850000 sec): 3 clusters
  Score: Raw -942929.133903 + Penalty 2974.355619 = -939954.778284
  nChanged 0
		SP:Iteration 102F (119176.080000 sec): 3 clusters
  Score: Raw -942929.133903 + Penalty 2974.355619 = -939954.778284
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119176.480000 sec): 2 clusters
  Score: Raw -4367386.266206 + Penalty 1720.180384 = -4365666.085822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119176.920000 sec): 3 clusters
  Score: Raw -4342506.678510 + Penalty 3440.360769 = -4339066.317741
  nChanged 18507
		SP:Iteration 1F (119177.290000 sec): 3 clusters
  Score: Raw -4353072.526094 + Penalty 3440.360769 = -4349632.165326
  nChanged 1875
		SP:Iteration 2Q (119177.730000 sec): 3 clusters
  Score: Raw -4353760.794355 + Penalty 3440.360769 = -4350320.433586
  nChanged 1899
		SP:Iteration 3Q (119178.180000 sec): 3 clusters
  Score: Raw -4354530.540459 + Penalty 3440.360769 = -4351090.179690
  nChanged 1984
		SP:Iteration 4F (119178.560000 sec): 3 clusters
  Score: Raw -4355323.182597 + Penalty 3440.360769 = -4351882.821829
  nChanged 1977
		SP:Iteration 5Q (119178.990000 sec): 3 clusters
  Score: Raw -4356223.581297 + Penalty 3440.360769 = -4352783.220528
  nChanged 2016
		SP:Iteration 6F (119179.410000 sec): 3 clusters
  Score: Raw -4357243.424943 + Penalty 3440.360769 = -4353803.064174
  nChanged 2132
		SP:Iteration 7F (119179.840000 sec): 3 clusters
  Score: Raw -4358452.078236 + Penalty 3440.360769 = -4355011.717467
  nChanged 2104
		SP:Iteration 8F (119180.230000 sec): 3 clusters
  Score: Raw -4359804.016018 + Penalty 3440.360769 = -4356363.655249
  nChanged 2048
		SP:Iteration 9F (119180.570000 sec): 3 clusters
  Score: Raw -4361257.105163 + Penalty 3440.360769 = -4357816.744394
  nChanged 1831
		SP:Iteration 10Q (119180.940000 sec): 3 clusters
  Score: Raw -4362580.452793 + Penalty 3440.360769 = -4359140.092024
  nChanged 1491
		SP:Iteration 11Q (119181.390000 sec): 3 clusters
  Score: Raw -4363641.263229 + Penalty 3440.360769 = -4360200.902460
  nChanged 1247
		SP:Iteration 12Q (119181.760000 sec): 3 clusters
  Score: Raw -4364460.127519 + Penalty 3440.360769 = -4361019.766751
  nChanged 978
		SP:Iteration 13Q (119182.180000 sec): 3 clusters
  Score: Raw -4365037.695459 + Penalty 3440.360769 = -4361597.334691
  nChanged 850
		SP:Iteration 14Q (119182.640000 sec): 3 clusters
  Score: Raw -4365516.873949 + Penalty 3440.360769 = -4362076.513180
  nChanged 725
		SP:Iteration 15Q (119183.040000 sec): 3 clusters
  Score: Raw -4365917.440377 + Penalty 3440.360769 = -4362477.079608
  nChanged 671
		SP:Iteration 16Q (119183.470000 sec): 3 clusters
  Score: Raw -4366289.225592 + Penalty 3440.360769 = -4362848.864823
  nChanged 547
		SP:Iteration 17Q (119183.890000 sec): 3 clusters
  Score: Raw -4366609.634952 + Penalty 3440.360769 = -4363169.274183
  nChanged 447
		SP:Iteration 18Q (119184.310000 sec): 3 clusters
  Score: Raw -4366864.976107 + Penalty 3440.360769 = -4363424.615338
  nChanged 378
		SP:Iteration 19Q (119184.730000 sec): 3 clusters
  Score: Raw -4367085.079836 + Penalty 3440.360769 = -4363644.719067
  nChanged 285
		SP:Iteration 20F (119185.170000 sec): 3 clusters
  Score: Raw -4367245.499384 + Penalty 3440.360769 = -4363805.138615
  nChanged 216
		SP:Iteration 21Q (119185.510000 sec): 3 clusters
  Score: Raw -4367368.626390 + Penalty 3440.360769 = -4363928.265621
  nChanged 155
		SP:Iteration 22Q (119185.870000 sec): 3 clusters
  Score: Raw -4367450.748481 + Penalty 3440.360769 = -4364010.387712
  nChanged 113
		SP:Iteration 23Q (119186.240000 sec): 3 clusters
  Score: Raw -4367509.194894 + Penalty 3440.360769 = -4364068.834125
  nChanged 85
		SP:Iteration 24Q (119186.600000 sec): 3 clusters
  Score: Raw -4367552.990358 + Penalty 3440.360769 = -4364112.629589
  nChanged 61
		SP:Iteration 25Q (119187.010000 sec): 3 clusters
  Score: Raw -4367580.318112 + Penalty 3440.360769 = -4364139.957343
  nChanged 38
		SP:Iteration 26Q (119187.420000 sec): 3 clusters
  Score: Raw -4367595.549075 + Penalty 3440.360769 = -4364155.188306
  nChanged 30
		SP:Iteration 27Q (119187.890000 sec): 3 clusters
  Score: Raw -4367608.948242 + Penalty 3440.360769 = -4364168.587473
  nChanged 26
		SP:Iteration 28Q (119188.270000 sec): 3 clusters
  Score: Raw -4367620.496307 + Penalty 3440.360769 = -4364180.135538
  nChanged 16
		SP:Iteration 29Q (119188.670000 sec): 3 clusters
  Score: Raw -4367627.424784 + Penalty 3440.360769 = -4364187.064015
  nChanged 14
		SP:Iteration 30Q (119188.990000 sec): 3 clusters
  Score: Raw -4367634.111328 + Penalty 3440.360769 = -4364193.750560
  nChanged 13
		SP:Iteration 31Q (119189.390000 sec): 3 clusters
  Score: Raw -4367639.392468 + Penalty 3440.360769 = -4364199.031699
  nChanged 13
		SP:Iteration 32Q (119189.770000 sec): 3 clusters
  Score: Raw -4367644.462153 + Penalty 3440.360769 = -4364204.101384
  nChanged 11
		SP:Iteration 33Q (119190.200000 sec): 3 clusters
  Score: Raw -4367648.435647 + Penalty 3440.360769 = -4364208.074878
  nChanged 9
		SP:Iteration 34Q (119190.610000 sec): 3 clusters
  Score: Raw -4367652.958784 + Penalty 3440.360769 = -4364212.598015
  nChanged 11
		SP:Iteration 35Q (119190.960000 sec): 3 clusters
  Score: Raw -4367657.533457 + Penalty 3440.360769 = -4364217.172688
  nChanged 10
		SP:Iteration 36Q (119191.350000 sec): 3 clusters
  Score: Raw -4367662.917810 + Penalty 3440.360769 = -4364222.557041
  nChanged 8
		SP:Iteration 37Q (119191.690000 sec): 3 clusters
  Score: Raw -4367668.558799 + Penalty 3440.360769 = -4364228.198030
  nChanged 13
		SP:Iteration 38Q (119192.060000 sec): 3 clusters
  Score: Raw -4367677.697754 + Penalty 3440.360769 = -4364237.336985
  nChanged 9
		SP:Iteration 39Q (119192.390000 sec): 3 clusters
  Score: Raw -4367681.892187 + Penalty 3440.360769 = -4364241.531418
  nChanged 7
		SP:Iteration 40F (119192.790000 sec): 3 clusters
  Score: Raw -4367684.608039 + Penalty 3440.360769 = -4364244.247271
  nChanged 3
		SP:Iteration 41Q (119193.200000 sec): 3 clusters
  Score: Raw -4367685.703503 + Penalty 3440.360769 = -4364245.342735
  nChanged 1
		SP:Iteration 42Q (119193.510000 sec): 3 clusters
  Score: Raw -4367686.244566 + Penalty 3440.360769 = -4364245.883797
  nChanged 3
		SP:Iteration 43Q (119193.860000 sec): 3 clusters
  Score: Raw -4367687.723988 + Penalty 3440.360769 = -4364247.363219
  nChanged 5
		SP:Iteration 44Q (119194.190000 sec): 3 clusters
  Score: Raw -4367690.164014 + Penalty 3440.360769 = -4364249.803245
  nChanged 4
		SP:Iteration 45Q (119194.540000 sec): 3 clusters
  Score: Raw -4367691.410626 + Penalty 3440.360769 = -4364251.049857
  nChanged 4
		SP:Iteration 46Q (119194.890000 sec): 3 clusters
  Score: Raw -4367692.267675 + Penalty 3440.360769 = -4364251.906907
  nChanged 0
		SP:Iteration 47F (119195.270000 sec): 3 clusters
  Score: Raw -4367692.267675 + Penalty 3440.360769 = -4364251.906907
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (9819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119195.430000 sec): 2 clusters
  Score: Raw -1073439.580274 + Penalty 1493.712117 = -1071945.868157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119195.700000 sec): 3 clusters
  Score: Raw -1067927.589210 + Penalty 2987.424233 = -1064940.164977
  nChanged 4171
		SP:Iteration 1F (119195.930000 sec): 3 clusters
  Score: Raw -1070221.082809 + Penalty 2987.424233 = -1067233.658576
  nChanged 617
		SP:Iteration 2F (119196.190000 sec): 3 clusters
  Score: Raw -1070504.023290 + Penalty 2987.424233 = -1067516.599057
  nChanged 526
		SP:Iteration 3F (119196.440000 sec): 3 clusters
  Score: Raw -1070738.058451 + Penalty 2987.424233 = -1067750.634218
  nChanged 417
		SP:Iteration 4Q (119196.700000 sec): 3 clusters
  Score: Raw -1070913.340867 + Penalty 2987.424233 = -1067925.916634
  nChanged 385
		SP:Iteration 5Q (119196.900000 sec): 3 clusters
  Score: Raw -1071087.960513 + Penalty 2987.424233 = -1068100.536279
  nChanged 347
		SP:Iteration 6Q (119197.190000 sec): 3 clusters
  Score: Raw -1071244.610787 + Penalty 2987.424233 = -1068257.186554
  nChanged 352
		SP:Iteration 7Q (119197.380000 sec): 3 clusters
  Score: Raw -1071399.484055 + Penalty 2987.424233 = -1068412.059822
  nChanged 304
		SP:Iteration 8Q (119197.620000 sec): 3 clusters
  Score: Raw -1071515.991155 + Penalty 2987.424233 = -1068528.566922
  nChanged 269
		SP:Iteration 9Q (119197.840000 sec): 3 clusters
  Score: Raw -1071622.863397 + Penalty 2987.424233 = -1068635.439163
  nChanged 272
		SP:Iteration 10Q (119198.090000 sec): 3 clusters
  Score: Raw -1071735.745708 + Penalty 2987.424233 = -1068748.321474
  nChanged 242
		SP:Iteration 11Q (119198.350000 sec): 3 clusters
  Score: Raw -1071843.691940 + Penalty 2987.424233 = -1068856.267707
  nChanged 265
		SP:Iteration 12Q (119198.580000 sec): 3 clusters
  Score: Raw -1071958.246187 + Penalty 2987.424233 = -1068970.821954
  nChanged 242
		SP:Iteration 13Q (119198.870000 sec): 3 clusters
  Score: Raw -1072060.008549 + Penalty 2987.424233 = -1069072.584316
  nChanged 227
		SP:Iteration 14Q (119199.160000 sec): 3 clusters
  Score: Raw -1072147.759125 + Penalty 2987.424233 = -1069160.334892
  nChanged 187
		SP:Iteration 15Q (119199.370000 sec): 3 clusters
  Score: Raw -1072211.885257 + Penalty 2987.424233 = -1069224.461024
  nChanged 153
		SP:Iteration 16Q (119199.640000 sec): 3 clusters
  Score: Raw -1072257.785809 + Penalty 2987.424233 = -1069270.361576
  nChanged 125
		SP:Iteration 17Q (119199.830000 sec): 3 clusters
  Score: Raw -1072294.781530 + Penalty 2987.424233 = -1069307.357297
  nChanged 140
		SP:Iteration 18Q (119200.060000 sec): 3 clusters
  Score: Raw -1072343.910913 + Penalty 2987.424233 = -1069356.486680
  nChanged 134
		SP:Iteration 19Q (119200.310000 sec): 3 clusters
  Score: Raw -1072389.873611 + Penalty 2987.424233 = -1069402.449378
  nChanged 120
		SP:Iteration 20F (119200.520000 sec): 3 clusters
  Score: Raw -1072432.672315 + Penalty 2987.424233 = -1069445.248082
  nChanged 115
		SP:Iteration 21Q (119200.800000 sec): 3 clusters
  Score: Raw -1072477.406640 + Penalty 2987.424233 = -1069489.982407
  nChanged 126
		SP:Iteration 22Q (119201.060000 sec): 3 clusters
  Score: Raw -1072527.203469 + Penalty 2987.424233 = -1069539.779236
  nChanged 127
		SP:Iteration 23Q (119201.360000 sec): 3 clusters
  Score: Raw -1072575.279249 + Penalty 2987.424233 = -1069587.855016
  nChanged 114
		SP:Iteration 24Q (119201.520000 sec): 3 clusters
  Score: Raw -1072613.085282 + Penalty 2987.424233 = -1069625.661049
  nChanged 93
		SP:Iteration 25Q (119201.760000 sec): 3 clusters
  Score: Raw -1072645.998402 + Penalty 2987.424233 = -1069658.574169
  nChanged 96
		SP:Iteration 26Q (119202.080000 sec): 3 clusters
  Score: Raw -1072679.824354 + Penalty 2987.424233 = -1069692.400121
  nChanged 110
		SP:Iteration 27Q (119202.340000 sec): 3 clusters
  Score: Raw -1072721.834821 + Penalty 2987.424233 = -1069734.410588
  nChanged 120
		SP:Iteration 28Q (119202.620000 sec): 3 clusters
  Score: Raw -1072761.074179 + Penalty 2987.424233 = -1069773.649946
  nChanged 92
		SP:Iteration 29Q (119202.890000 sec): 3 clusters
  Score: Raw -1072786.213512 + Penalty 2987.424233 = -1069798.789279
  nChanged 84
		SP:Iteration 30Q (119203.140000 sec): 3 clusters
  Score: Raw -1072808.977496 + Penalty 2987.424233 = -1069821.553263
  nChanged 76
		SP:Iteration 31Q (119203.320000 sec): 3 clusters
  Score: Raw -1072828.339834 + Penalty 2987.424233 = -1069840.915601
  nChanged 65
		SP:Iteration 32Q (119203.590000 sec): 3 clusters
  Score: Raw -1072844.257648 + Penalty 2987.424233 = -1069856.833415
  nChanged 66
		SP:Iteration 33Q (119203.870000 sec): 3 clusters
  Score: Raw -1072860.954223 + Penalty 2987.424233 = -1069873.529990
  nChanged 66
		SP:Iteration 34Q (119204.100000 sec): 3 clusters
  Score: Raw -1072879.654250 + Penalty 2987.424233 = -1069892.230017
  nChanged 78
		SP:Iteration 35Q (119204.360000 sec): 3 clusters
  Score: Raw -1072900.930211 + Penalty 2987.424233 = -1069913.505978
  nChanged 90
		SP:Iteration 36Q (119204.660000 sec): 3 clusters
  Score: Raw -1072926.158648 + Penalty 2987.424233 = -1069938.734415
  nChanged 78
		SP:Iteration 37Q (119204.870000 sec): 3 clusters
  Score: Raw -1072949.319012 + Penalty 2987.424233 = -1069961.894779
  nChanged 73
		SP:Iteration 38Q (119205.120000 sec): 3 clusters
  Score: Raw -1072971.355503 + Penalty 2987.424233 = -1069983.931270
  nChanged 80
		SP:Iteration 39Q (119205.410000 sec): 3 clusters
  Score: Raw -1072992.785692 + Penalty 2987.424233 = -1070005.361459
  nChanged 64
		SP:Iteration 40F (119205.660000 sec): 3 clusters
  Score: Raw -1073013.616572 + Penalty 2987.424233 = -1070026.192339
  nChanged 79
		SP:Iteration 41Q (119205.900000 sec): 3 clusters
  Score: Raw -1073038.288340 + Penalty 2987.424233 = -1070050.864107
  nChanged 68
		SP:Iteration 42Q (119206.150000 sec): 3 clusters
  Score: Raw -1073060.484664 + Penalty 2987.424233 = -1070073.060431
  nChanged 69
		SP:Iteration 43Q (119206.430000 sec): 3 clusters
  Score: Raw -1073086.526964 + Penalty 2987.424233 = -1070099.102731
  nChanged 75
		SP:Iteration 44Q (119206.640000 sec): 3 clusters
  Score: Raw -1073113.054006 + Penalty 2987.424233 = -1070125.629773
  nChanged 79
		SP:Iteration 45Q (119206.940000 sec): 3 clusters
  Score: Raw -1073142.153809 + Penalty 2987.424233 = -1070154.729576
  nChanged 74
		SP:Iteration 46Q (119207.210000 sec): 3 clusters
  Score: Raw -1073170.693963 + Penalty 2987.424233 = -1070183.269730
  nChanged 76
		SP:Iteration 47Q (119207.410000 sec): 3 clusters
  Score: Raw -1073199.936804 + Penalty 2987.424233 = -1070212.512571
  nChanged 72
		SP:Iteration 48Q (119207.610000 sec): 3 clusters
  Score: Raw -1073226.733870 + Penalty 2987.424233 = -1070239.309637
  nChanged 68
		SP:Iteration 49Q (119207.870000 sec): 3 clusters
  Score: Raw -1073253.109152 + Penalty 2987.424233 = -1070265.684919
  nChanged 56
		SP:Iteration 50Q (119208.120000 sec): 3 clusters
  Score: Raw -1073270.459959 + Penalty 2987.424233 = -1070283.035726
  nChanged 45
		SP:Iteration 51Q (119208.410000 sec): 3 clusters
  Score: Raw -1073282.144284 + Penalty 2987.424233 = -1070294.720051
  nChanged 49
		SP:Iteration 52Q (119208.630000 sec): 3 clusters
  Score: Raw -1073299.220480 + Penalty 2987.424233 = -1070311.796247
  nChanged 47
		SP:Iteration 53Q (119208.860000 sec): 3 clusters
  Score: Raw -1073313.582638 + Penalty 2987.424233 = -1070326.158405
  nChanged 41
		SP:Iteration 54Q (119209.130000 sec): 3 clusters
  Score: Raw -1073326.953152 + Penalty 2987.424233 = -1070339.528919
  nChanged 34
		SP:Iteration 55Q (119209.320000 sec): 3 clusters
  Score: Raw -1073337.162984 + Penalty 2987.424233 = -1070349.738751
  nChanged 42
		SP:Iteration 56Q (119209.570000 sec): 3 clusters
  Score: Raw -1073351.936386 + Penalty 2987.424233 = -1070364.512153
  nChanged 35
		SP:Iteration 57Q (119209.820000 sec): 3 clusters
  Score: Raw -1073362.607474 + Penalty 2987.424233 = -1070375.183241
  nChanged 26
		SP:Iteration 58Q (119210.060000 sec): 3 clusters
  Score: Raw -1073371.569509 + Penalty 2987.424233 = -1070384.145276
  nChanged 28
		SP:Iteration 59Q (119210.310000 sec): 3 clusters
  Score: Raw -1073381.626077 + Penalty 2987.424233 = -1070394.201844
  nChanged 34
		SP:Iteration 60F (119210.540000 sec): 3 clusters
  Score: Raw -1073395.787329 + Penalty 2987.424233 = -1070408.363096
  nChanged 34
		SP:Iteration 61Q (119210.750000 sec): 3 clusters
  Score: Raw -1073407.447412 + Penalty 2987.424233 = -1070420.023179
  nChanged 25
		SP:Iteration 62Q (119210.990000 sec): 3 clusters
  Score: Raw -1073413.967044 + Penalty 2987.424233 = -1070426.542811
  nChanged 18
		SP:Iteration 63Q (119211.230000 sec): 3 clusters
  Score: Raw -1073417.896784 + Penalty 2987.424233 = -1070430.472551
  nChanged 20
		SP:Iteration 64Q (119211.500000 sec): 3 clusters
  Score: Raw -1073424.379667 + Penalty 2987.424233 = -1070436.955434
  nChanged 27
		SP:Iteration 65Q (119211.740000 sec): 3 clusters
  Score: Raw -1073434.107505 + Penalty 2987.424233 = -1070446.683272
  nChanged 21
		SP:Iteration 66Q (119212.080000 sec): 3 clusters
  Score: Raw -1073442.817230 + Penalty 2987.424233 = -1070455.392997
  nChanged 25
		SP:Iteration 67Q (119212.360000 sec): 3 clusters
  Score: Raw -1073453.865442 + Penalty 2987.424233 = -1070466.441209
  nChanged 25
		SP:Iteration 68Q (119212.590000 sec): 3 clusters
  Score: Raw -1073463.510289 + Penalty 2987.424233 = -1070476.086056
  nChanged 27
		SP:Iteration 69Q (119212.830000 sec): 3 clusters
  Score: Raw -1073473.389468 + Penalty 2987.424233 = -1070485.965235
  nChanged 23
		SP:Iteration 70Q (119213.090000 sec): 3 clusters
  Score: Raw -1073481.620681 + Penalty 2987.424233 = -1070494.196448
  nChanged 24
		SP:Iteration 71Q (119213.380000 sec): 3 clusters
  Score: Raw -1073489.720070 + Penalty 2987.424233 = -1070502.295836
  nChanged 14
		SP:Iteration 72Q (119213.590000 sec): 3 clusters
  Score: Raw -1073493.644683 + Penalty 2987.424233 = -1070506.220450
  nChanged 17
		SP:Iteration 73Q (119213.810000 sec): 3 clusters
  Score: Raw -1073499.336751 + Penalty 2987.424233 = -1070511.912518
  nChanged 14
		SP:Iteration 74Q (119214.010000 sec): 3 clusters
  Score: Raw -1073503.331802 + Penalty 2987.424233 = -1070515.907569
  nChanged 17
		SP:Iteration 75Q (119214.310000 sec): 3 clusters
  Score: Raw -1073509.347615 + Penalty 2987.424233 = -1070521.923382
  nChanged 13
		SP:Iteration 76Q (119214.460000 sec): 3 clusters
  Score: Raw -1073512.453237 + Penalty 2987.424233 = -1070525.029004
  nChanged 10
		SP:Iteration 77Q (119214.660000 sec): 3 clusters
  Score: Raw -1073515.584516 + Penalty 2987.424233 = -1070528.160283
  nChanged 8
		SP:Iteration 78Q (119214.910000 sec): 3 clusters
  Score: Raw -1073517.981188 + Penalty 2987.424233 = -1070530.556955
  nChanged 7
		SP:Iteration 79Q (119215.190000 sec): 3 clusters
  Score: Raw -1073520.234927 + Penalty 2987.424233 = -1070532.810694
  nChanged 9
		SP:Iteration 80F (119215.470000 sec): 3 clusters
  Score: Raw -1073524.165064 + Penalty 2987.424233 = -1070536.740831
  nChanged 6
		SP:Iteration 81Q (119215.690000 sec): 3 clusters
  Score: Raw -1073526.172534 + Penalty 2987.424233 = -1070538.748301
  nChanged 5
		SP:Iteration 82Q (119215.950000 sec): 3 clusters
  Score: Raw -1073528.066088 + Penalty 2987.424233 = -1070540.641855
  nChanged 6
		SP:Iteration 83Q (119216.160000 sec): 3 clusters
  Score: Raw -1073529.426392 + Penalty 2987.424233 = -1070542.002159
  nChanged 1
		SP:Iteration 84Q (119216.350000 sec): 3 clusters
  Score: Raw -1073529.553209 + Penalty 2987.424233 = -1070542.128976
  nChanged 1
		SP:Iteration 85Q (119216.580000 sec): 3 clusters
  Score: Raw -1073529.814716 + Penalty 2987.424233 = -1070542.390483
  nChanged 3
		SP:Iteration 86Q (119216.780000 sec): 3 clusters
  Score: Raw -1073530.914161 + Penalty 2987.424233 = -1070543.489928
  nChanged 5
		SP:Iteration 87Q (119217.030000 sec): 3 clusters
  Score: Raw -1073532.436897 + Penalty 2987.424233 = -1070545.012664
  nChanged 2
		SP:Iteration 88Q (119217.240000 sec): 3 clusters
  Score: Raw -1073532.966315 + Penalty 2987.424233 = -1070545.542082
  nChanged 4
		SP:Iteration 89Q (119217.470000 sec): 3 clusters
  Score: Raw -1073533.591571 + Penalty 2987.424233 = -1070546.167338
  nChanged 2
		SP:Iteration 90Q (119217.720000 sec): 3 clusters
  Score: Raw -1073534.026845 + Penalty 2987.424233 = -1070546.602612
  nChanged 4
		SP:Iteration 91Q (119218.040000 sec): 3 clusters
  Score: Raw -1073536.091466 + Penalty 2987.424233 = -1070548.667233
  nChanged 4
		SP:Iteration 92Q (119218.270000 sec): 3 clusters
  Score: Raw -1073537.001920 + Penalty 2987.424233 = -1070549.577687
  nChanged 5
		SP:Iteration 93Q (119218.580000 sec): 3 clusters
  Score: Raw -1073538.154957 + Penalty 2987.424233 = -1070550.730724
  nChanged 2
		SP:Iteration 94Q (119218.790000 sec): 3 clusters
  Score: Raw -1073538.914837 + Penalty 2987.424233 = -1070551.490604
  nChanged 4
		SP:Iteration 95Q (119219.080000 sec): 3 clusters
  Score: Raw -1073540.782770 + Penalty 2987.424233 = -1070553.358537
  nChanged 3
		SP:Iteration 96Q (119219.330000 sec): 3 clusters
  Score: Raw -1073541.969463 + Penalty 2987.424233 = -1070554.545230
  nChanged 4
		SP:Iteration 97Q (119219.590000 sec): 3 clusters
  Score: Raw -1073543.679423 + Penalty 2987.424233 = -1070556.255190
  nChanged 5
		SP:Iteration 98Q (119219.820000 sec): 3 clusters
  Score: Raw -1073545.772865 + Penalty 2987.424233 = -1070558.348632
  nChanged 2
		SP:Iteration 99Q (119220.050000 sec): 3 clusters
  Score: Raw -1073546.585752 + Penalty 2987.424233 = -1070559.161519
  nChanged 1
		SP:Iteration 100F (119220.280000 sec): 3 clusters
  Score: Raw -1073547.106650 + Penalty 2987.424233 = -1070559.682417
  nChanged 4
		SP:Iteration 101Q (119220.480000 sec): 3 clusters
  Score: Raw -1073548.792553 + Penalty 2987.424233 = -1070561.368320
  nChanged 4
		SP:Iteration 102Q (119220.690000 sec): 3 clusters
  Score: Raw -1073550.833236 + Penalty 2987.424233 = -1070563.409003
  nChanged 4
		SP:Iteration 103Q (119220.890000 sec): 3 clusters
  Score: Raw -1073552.031916 + Penalty 2987.424233 = -1070564.607683
  nChanged 3
		SP:Iteration 104Q (119221.160000 sec): 3 clusters
  Score: Raw -1073552.813114 + Penalty 2987.424233 = -1070565.388881
  nChanged 3
		SP:Iteration 105Q (119221.400000 sec): 3 clusters
  Score: Raw -1073553.583892 + Penalty 2987.424233 = -1070566.159659
  nChanged 5
		SP:Iteration 106Q (119221.640000 sec): 3 clusters
  Score: Raw -1073555.042180 + Penalty 2987.424233 = -1070567.617947
  nChanged 6
		SP:Iteration 107Q (119221.940000 sec): 3 clusters
  Score: Raw -1073557.651294 + Penalty 2987.424233 = -1070570.227061
  nChanged 6
		SP:Iteration 108Q (119222.180000 sec): 3 clusters
  Score: Raw -1073560.171924 + Penalty 2987.424233 = -1070572.747691
  nChanged 6
		SP:Iteration 109Q (119222.390000 sec): 3 clusters
  Score: Raw -1073561.606741 + Penalty 2987.424233 = -1070574.182508
  nChanged 2
		SP:Iteration 110Q (119222.610000 sec): 3 clusters
  Score: Raw -1073561.873896 + Penalty 2987.424233 = -1070574.449663
  nChanged 0
		SP:Iteration 111F (119222.890000 sec): 3 clusters
  Score: Raw -1073561.873896 + Penalty 2987.424233 = -1070574.449663
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (24394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119223.130000 sec): 2 clusters
  Score: Raw -2815072.133810 + Penalty 1641.590028 = -2813430.543782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119223.430000 sec): 3 clusters
  Score: Raw -2799939.537548 + Penalty 3283.180056 = -2796656.357492
  nChanged 11290
		SP:Iteration 1F (119223.780000 sec): 3 clusters
  Score: Raw -2806348.624104 + Penalty 3283.180056 = -2803065.444048
  nChanged 1280
		SP:Iteration 2F (119224.140000 sec): 3 clusters
  Score: Raw -2806910.568119 + Penalty 3283.180056 = -2803627.388064
  nChanged 1340
		SP:Iteration 3F (119224.470000 sec): 3 clusters
  Score: Raw -2807585.789812 + Penalty 3283.180056 = -2804302.609756
  nChanged 1414
		SP:Iteration 4F (119224.790000 sec): 3 clusters
  Score: Raw -2808416.319506 + Penalty 3283.180056 = -2805133.139450
  nChanged 1462
		SP:Iteration 5F (119225.090000 sec): 3 clusters
  Score: Raw -2809438.162319 + Penalty 3283.180056 = -2806154.982263
  nChanged 1612
		SP:Iteration 6F (119225.440000 sec): 3 clusters
  Score: Raw -2810683.888999 + Penalty 3283.180056 = -2807400.708943
  nChanged 1581
		SP:Iteration 7F (119225.820000 sec): 3 clusters
  Score: Raw -2812007.852615 + Penalty 3283.180056 = -2808724.672559
  nChanged 1341
		SP:Iteration 8F (119226.130000 sec): 3 clusters
  Score: Raw -2813092.357808 + Penalty 3283.180056 = -2809809.177752
  nChanged 1056
		SP:Iteration 9Q (119226.460000 sec): 3 clusters
  Score: Raw -2813831.406720 + Penalty 3283.180056 = -2810548.226665
  nChanged 731
		SP:Iteration 10Q (119226.800000 sec): 3 clusters
  Score: Raw -2814282.200079 + Penalty 3283.180056 = -2810999.020023
  nChanged 533
		SP:Iteration 11Q (119227.110000 sec): 3 clusters
  Score: Raw -2814596.816876 + Penalty 3283.180056 = -2811313.636820
  nChanged 433
		SP:Iteration 12Q (119227.410000 sec): 3 clusters
  Score: Raw -2814856.938372 + Penalty 3283.180056 = -2811573.758316
  nChanged 367
		SP:Iteration 13Q (119227.750000 sec): 3 clusters
  Score: Raw -2815067.267748 + Penalty 3283.180056 = -2811784.087692
  nChanged 321
		SP:Iteration 14Q (119228.010000 sec): 3 clusters
  Score: Raw -2815255.037746 + Penalty 3283.180056 = -2811971.857691
  nChanged 315
		SP:Iteration 15Q (119228.290000 sec): 3 clusters
  Score: Raw -2815413.984675 + Penalty 3283.180056 = -2812130.804619
  nChanged 242
		SP:Iteration 16Q (119228.640000 sec): 3 clusters
  Score: Raw -2815504.286403 + Penalty 3283.180056 = -2812221.106347
  nChanged 190
		SP:Iteration 17Q (119228.930000 sec): 3 clusters
  Score: Raw -2815553.380662 + Penalty 3283.180056 = -2812270.200606
  nChanged 122
		SP:Iteration 18Q (119229.210000 sec): 3 clusters
  Score: Raw -2815577.204892 + Penalty 3283.180056 = -2812294.024836
  nChanged 92
		SP:Iteration 19Q (119229.510000 sec): 3 clusters
  Score: Raw -2815594.799802 + Penalty 3283.180056 = -2812311.619747
  nChanged 75
		SP:Iteration 20F (119229.820000 sec): 3 clusters
  Score: Raw -2815606.144783 + Penalty 3283.180056 = -2812322.964727
  nChanged 57
		SP:Iteration 21Q (119230.150000 sec): 3 clusters
  Score: Raw -2815613.711792 + Penalty 3283.180056 = -2812330.531736
  nChanged 40
		SP:Iteration 22Q (119230.510000 sec): 3 clusters
  Score: Raw -2815619.057939 + Penalty 3283.180056 = -2812335.877883
  nChanged 35
		SP:Iteration 23Q (119230.780000 sec): 3 clusters
  Score: Raw -2815622.882777 + Penalty 3283.180056 = -2812339.702722
  nChanged 28
		SP:Iteration 24Q (119231.080000 sec): 3 clusters
  Score: Raw -2815626.093752 + Penalty 3283.180056 = -2812342.913697
  nChanged 30
		SP:Iteration 25Q (119231.440000 sec): 3 clusters
  Score: Raw -2815629.043243 + Penalty 3283.180056 = -2812345.863187
  nChanged 27
		SP:Iteration 26Q (119231.730000 sec): 3 clusters
  Score: Raw -2815632.524017 + Penalty 3283.180056 = -2812349.343962
  nChanged 31
		SP:Iteration 27Q (119232.030000 sec): 3 clusters
  Score: Raw -2815636.522374 + Penalty 3283.180056 = -2812353.342318
  nChanged 22
		SP:Iteration 28Q (119232.340000 sec): 3 clusters
  Score: Raw -2815639.154284 + Penalty 3283.180056 = -2812355.974228
  nChanged 27
		SP:Iteration 29Q (119232.700000 sec): 3 clusters
  Score: Raw -2815641.764063 + Penalty 3283.180056 = -2812358.584008
  nChanged 19
		SP:Iteration 30Q (119233.020000 sec): 3 clusters
  Score: Raw -2815643.255651 + Penalty 3283.180056 = -2812360.075595
  nChanged 16
		SP:Iteration 31Q (119233.380000 sec): 3 clusters
  Score: Raw -2815644.871466 + Penalty 3283.180056 = -2812361.691410
  nChanged 20
		SP:Iteration 32Q (119233.640000 sec): 3 clusters
  Score: Raw -2815646.504162 + Penalty 3283.180056 = -2812363.324106
  nChanged 17
		SP:Iteration 33Q (119233.930000 sec): 3 clusters
  Score: Raw -2815648.265120 + Penalty 3283.180056 = -2812365.085064
  nChanged 16
		SP:Iteration 34Q (119234.250000 sec): 3 clusters
  Score: Raw -2815649.921527 + Penalty 3283.180056 = -2812366.741471
  nChanged 15
		SP:Iteration 35Q (119234.630000 sec): 3 clusters
  Score: Raw -2815652.038531 + Penalty 3283.180056 = -2812368.858475
  nChanged 23
		SP:Iteration 36Q (119234.960000 sec): 3 clusters
  Score: Raw -2815654.919757 + Penalty 3283.180056 = -2812371.739701
  nChanged 19
		SP:Iteration 37Q (119235.320000 sec): 3 clusters
  Score: Raw -2815656.516342 + Penalty 3283.180056 = -2812373.336286
  nChanged 10
		SP:Iteration 38Q (119235.700000 sec): 3 clusters
  Score: Raw -2815657.308384 + Penalty 3283.180056 = -2812374.128329
  nChanged 10
		SP:Iteration 39Q (119236.120000 sec): 3 clusters
  Score: Raw -2815658.270916 + Penalty 3283.180056 = -2812375.090860
  nChanged 9
		SP:Iteration 40F (119236.460000 sec): 3 clusters
  Score: Raw -2815659.163147 + Penalty 3283.180056 = -2812375.983091
  nChanged 17
		SP:Iteration 41Q (119236.780000 sec): 3 clusters
  Score: Raw -2815660.556843 + Penalty 3283.180056 = -2812377.376788
  nChanged 19
		SP:Iteration 42Q (119237.090000 sec): 3 clusters
  Score: Raw -2815661.984121 + Penalty 3283.180056 = -2812378.804065
  nChanged 14
		SP:Iteration 43Q (119237.390000 sec): 3 clusters
  Score: Raw -2815663.008038 + Penalty 3283.180056 = -2812379.827983
  nChanged 12
		SP:Iteration 44Q (119237.700000 sec): 3 clusters
  Score: Raw -2815664.141274 + Penalty 3283.180056 = -2812380.961218
  nChanged 10
		SP:Iteration 45Q (119237.960000 sec): 3 clusters
  Score: Raw -2815665.159023 + Penalty 3283.180056 = -2812381.978968
  nChanged 8
		SP:Iteration 46Q (119238.250000 sec): 3 clusters
  Score: Raw -2815665.962708 + Penalty 3283.180056 = -2812382.782652
  nChanged 9
		SP:Iteration 47Q (119238.550000 sec): 3 clusters
  Score: Raw -2815666.749783 + Penalty 3283.180056 = -2812383.569727
  nChanged 11
		SP:Iteration 48Q (119238.870000 sec): 3 clusters
  Score: Raw -2815667.610017 + Penalty 3283.180056 = -2812384.429961
  nChanged 9
		SP:Iteration 49Q (119239.130000 sec): 3 clusters
  Score: Raw -2815668.319972 + Penalty 3283.180056 = -2812385.139916
  nChanged 7
		SP:Iteration 50Q (119239.370000 sec): 3 clusters
  Score: Raw -2815669.122549 + Penalty 3283.180056 = -2812385.942494
  nChanged 11
		SP:Iteration 51Q (119239.740000 sec): 3 clusters
  Score: Raw -2815670.227848 + Penalty 3283.180056 = -2812387.047792
  nChanged 8
		SP:Iteration 52Q (119240.060000 sec): 3 clusters
  Score: Raw -2815671.274372 + Penalty 3283.180056 = -2812388.094317
  nChanged 10
		SP:Iteration 53Q (119240.430000 sec): 3 clusters
  Score: Raw -2815672.382837 + Penalty 3283.180056 = -2812389.202781
  nChanged 6
		SP:Iteration 54Q (119240.740000 sec): 3 clusters
  Score: Raw -2815672.751894 + Penalty 3283.180056 = -2812389.571838
  nChanged 8
		SP:Iteration 55Q (119241.030000 sec): 3 clusters
  Score: Raw -2815673.096369 + Penalty 3283.180056 = -2812389.916313
  nChanged 8
		SP:Iteration 56Q (119241.370000 sec): 3 clusters
  Score: Raw -2815673.774927 + Penalty 3283.180056 = -2812390.594872
  nChanged 10
		SP:Iteration 57Q (119241.660000 sec): 3 clusters
  Score: Raw -2815674.583473 + Penalty 3283.180056 = -2812391.403417
  nChanged 7
		SP:Iteration 58Q (119241.950000 sec): 3 clusters
  Score: Raw -2815675.281938 + Penalty 3283.180056 = -2812392.101883
  nChanged 8
		SP:Iteration 59Q (119242.270000 sec): 3 clusters
  Score: Raw -2815676.117859 + Penalty 3283.180056 = -2812392.937804
  nChanged 12
		SP:Iteration 60F (119242.580000 sec): 3 clusters
  Score: Raw -2815677.548909 + Penalty 3283.180056 = -2812394.368853
  nChanged 9
		SP:Iteration 61Q (119242.860000 sec): 3 clusters
  Score: Raw -2815678.725268 + Penalty 3283.180056 = -2812395.545212
  nChanged 9
		SP:Iteration 62Q (119243.230000 sec): 3 clusters
  Score: Raw -2815680.113082 + Penalty 3283.180056 = -2812396.933026
  nChanged 13
		SP:Iteration 63Q (119243.580000 sec): 3 clusters
  Score: Raw -2815681.579345 + Penalty 3283.180056 = -2812398.399290
  nChanged 10
		SP:Iteration 64Q (119243.910000 sec): 3 clusters
  Score: Raw -2815682.414981 + Penalty 3283.180056 = -2812399.234925
  nChanged 6
		SP:Iteration 65Q (119244.250000 sec): 3 clusters
  Score: Raw -2815682.839265 + Penalty 3283.180056 = -2812399.659210
  nChanged 5
		SP:Iteration 66Q (119244.600000 sec): 3 clusters
  Score: Raw -2815683.198901 + Penalty 3283.180056 = -2812400.018845
  nChanged 5
		SP:Iteration 67Q (119244.970000 sec): 3 clusters
  Score: Raw -2815683.659726 + Penalty 3283.180056 = -2812400.479670
  nChanged 5
		SP:Iteration 68Q (119245.250000 sec): 3 clusters
  Score: Raw -2815684.200790 + Penalty 3283.180056 = -2812401.020734
  nChanged 8
		SP:Iteration 69Q (119245.570000 sec): 3 clusters
  Score: Raw -2815684.902970 + Penalty 3283.180056 = -2812401.722914
  nChanged 6
		SP:Iteration 70Q (119245.900000 sec): 3 clusters
  Score: Raw -2815685.448230 + Penalty 3283.180056 = -2812402.268174
  nChanged 8
		SP:Iteration 71Q (119246.250000 sec): 3 clusters
  Score: Raw -2815686.031156 + Penalty 3283.180056 = -2812402.851100
  nChanged 7
		SP:Iteration 72Q (119246.580000 sec): 3 clusters
  Score: Raw -2815686.858290 + Penalty 3283.180056 = -2812403.678234
  nChanged 9
		SP:Iteration 73Q (119246.940000 sec): 3 clusters
  Score: Raw -2815687.749759 + Penalty 3283.180056 = -2812404.569703
  nChanged 7
		SP:Iteration 74Q (119247.370000 sec): 3 clusters
  Score: Raw -2815688.402885 + Penalty 3283.180056 = -2812405.222830
  nChanged 7
		SP:Iteration 75Q (119247.650000 sec): 3 clusters
  Score: Raw -2815689.138747 + Penalty 3283.180056 = -2812405.958691
  nChanged 6
		SP:Iteration 76Q (119247.970000 sec): 3 clusters
  Score: Raw -2815689.679274 + Penalty 3283.180056 = -2812406.499219
  nChanged 7
		SP:Iteration 77Q (119248.300000 sec): 3 clusters
  Score: Raw -2815690.202391 + Penalty 3283.180056 = -2812407.022335
  nChanged 2
		SP:Iteration 78Q (119248.610000 sec): 3 clusters
  Score: Raw -2815690.331177 + Penalty 3283.180056 = -2812407.151121
  nChanged 0
		SP:Iteration 79F (119248.970000 sec): 3 clusters
  Score: Raw -2815690.331177 + Penalty 3283.180056 = -2812407.151121
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (18233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119249.180000 sec): 2 clusters
  Score: Raw -1896838.767074 + Penalty 1594.285618 = -1895244.481456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119249.470000 sec): 3 clusters
  Score: Raw -1885931.224480 + Penalty 3188.571236 = -1882742.653245
  nChanged 8212
		SP:Iteration 1F (119249.730000 sec): 3 clusters
  Score: Raw -1890579.092206 + Penalty 3188.571236 = -1887390.520970
  nChanged 1035
		SP:Iteration 2F (119250.010000 sec): 3 clusters
  Score: Raw -1891066.276700 + Penalty 3188.571236 = -1887877.705464
  nChanged 1046
		SP:Iteration 3F (119250.320000 sec): 3 clusters
  Score: Raw -1891673.930250 + Penalty 3188.571236 = -1888485.359014
  nChanged 1143
		SP:Iteration 4F (119250.610000 sec): 3 clusters
  Score: Raw -1892410.772539 + Penalty 3188.571236 = -1889222.201303
  nChanged 1146
		SP:Iteration 5F (119250.890000 sec): 3 clusters
  Score: Raw -1893228.606265 + Penalty 3188.571236 = -1890040.035030
  nChanged 1099
		SP:Iteration 6F (119251.180000 sec): 3 clusters
  Score: Raw -1894100.727310 + Penalty 3188.571236 = -1890912.156074
  nChanged 916
		SP:Iteration 7F (119251.450000 sec): 3 clusters
  Score: Raw -1894809.228659 + Penalty 3188.571236 = -1891620.657423
  nChanged 782
		SP:Iteration 8Q (119251.710000 sec): 3 clusters
  Score: Raw -1895328.325942 + Penalty 3188.571236 = -1892139.754707
  nChanged 589
		SP:Iteration 9Q (119252.040000 sec): 3 clusters
  Score: Raw -1895677.205229 + Penalty 3188.571236 = -1892488.633993
  nChanged 457
		SP:Iteration 10Q (119252.360000 sec): 3 clusters
  Score: Raw -1895918.780863 + Penalty 3188.571236 = -1892730.209627
  nChanged 367
		SP:Iteration 11Q (119252.630000 sec): 3 clusters
  Score: Raw -1896095.052805 + Penalty 3188.571236 = -1892906.481569
  nChanged 303
		SP:Iteration 12Q (119252.920000 sec): 3 clusters
  Score: Raw -1896229.336615 + Penalty 3188.571236 = -1893040.765379
  nChanged 244
		SP:Iteration 13Q (119253.170000 sec): 3 clusters
  Score: Raw -1896332.875641 + Penalty 3188.571236 = -1893144.304405
  nChanged 202
		SP:Iteration 14Q (119253.460000 sec): 3 clusters
  Score: Raw -1896424.197489 + Penalty 3188.571236 = -1893235.626253
  nChanged 205
		SP:Iteration 15Q (119253.760000 sec): 3 clusters
  Score: Raw -1896520.213162 + Penalty 3188.571236 = -1893331.641926
  nChanged 189
		SP:Iteration 16Q (119254.040000 sec): 3 clusters
  Score: Raw -1896605.578968 + Penalty 3188.571236 = -1893417.007732
  nChanged 178
		SP:Iteration 17Q (119254.320000 sec): 3 clusters
  Score: Raw -1896688.877161 + Penalty 3188.571236 = -1893500.305925
  nChanged 145
		SP:Iteration 18Q (119254.620000 sec): 3 clusters
  Score: Raw -1896758.759111 + Penalty 3188.571236 = -1893570.187875
  nChanged 136
		SP:Iteration 19Q (119254.930000 sec): 3 clusters
  Score: Raw -1896827.448192 + Penalty 3188.571236 = -1893638.876956
  nChanged 132
		SP:Iteration 20F (119255.250000 sec): 3 clusters
  Score: Raw -1896887.547774 + Penalty 3188.571236 = -1893698.976538
  nChanged 100
		SP:Iteration 21Q (119255.520000 sec): 3 clusters
  Score: Raw -1896931.736326 + Penalty 3188.571236 = -1893743.165091
  nChanged 79
		SP:Iteration 22Q (119255.870000 sec): 3 clusters
  Score: Raw -1896966.359520 + Penalty 3188.571236 = -1893777.788284
  nChanged 66
		SP:Iteration 23Q (119256.110000 sec): 3 clusters
  Score: Raw -1896995.394105 + Penalty 3188.571236 = -1893806.822869
  nChanged 58
		SP:Iteration 24Q (119256.370000 sec): 3 clusters
  Score: Raw -1897024.285411 + Penalty 3188.571236 = -1893835.714175
  nChanged 49
		SP:Iteration 25Q (119256.660000 sec): 3 clusters
  Score: Raw -1897049.997957 + Penalty 3188.571236 = -1893861.426721
  nChanged 40
		SP:Iteration 26Q (119256.950000 sec): 3 clusters
  Score: Raw -1897068.936600 + Penalty 3188.571236 = -1893880.365365
  nChanged 47
		SP:Iteration 27Q (119257.240000 sec): 3 clusters
  Score: Raw -1897088.455972 + Penalty 3188.571236 = -1893899.884736
  nChanged 32
		SP:Iteration 28Q (119257.530000 sec): 3 clusters
  Score: Raw -1897102.982756 + Penalty 3188.571236 = -1893914.411520
  nChanged 30
		SP:Iteration 29Q (119257.820000 sec): 3 clusters
  Score: Raw -1897117.559639 + Penalty 3188.571236 = -1893928.988403
  nChanged 33
		SP:Iteration 30Q (119258.090000 sec): 3 clusters
  Score: Raw -1897135.148101 + Penalty 3188.571236 = -1893946.576865
  nChanged 32
		SP:Iteration 31Q (119258.350000 sec): 3 clusters
  Score: Raw -1897153.142963 + Penalty 3188.571236 = -1893964.571727
  nChanged 31
		SP:Iteration 32Q (119258.570000 sec): 3 clusters
  Score: Raw -1897171.549047 + Penalty 3188.571236 = -1893982.977811
  nChanged 30
		SP:Iteration 33Q (119258.850000 sec): 3 clusters
  Score: Raw -1897185.157560 + Penalty 3188.571236 = -1893996.586324
  nChanged 24
		SP:Iteration 34Q (119259.100000 sec): 3 clusters
  Score: Raw -1897198.312919 + Penalty 3188.571236 = -1894009.741684
  nChanged 19
		SP:Iteration 35Q (119259.390000 sec): 3 clusters
  Score: Raw -1897205.842859 + Penalty 3188.571236 = -1894017.271623
  nChanged 10
		SP:Iteration 36Q (119259.700000 sec): 3 clusters
  Score: Raw -1897210.250856 + Penalty 3188.571236 = -1894021.679620
  nChanged 9
		SP:Iteration 37Q (119259.990000 sec): 3 clusters
  Score: Raw -1897214.648070 + Penalty 3188.571236 = -1894026.076834
  nChanged 7
		SP:Iteration 38Q (119260.250000 sec): 3 clusters
  Score: Raw -1897218.202578 + Penalty 3188.571236 = -1894029.631343
  nChanged 8
		SP:Iteration 39Q (119260.600000 sec): 3 clusters
  Score: Raw -1897222.512123 + Penalty 3188.571236 = -1894033.940888
  nChanged 6
		SP:Iteration 40F (119260.940000 sec): 3 clusters
  Score: Raw -1897224.721333 + Penalty 3188.571236 = -1894036.150097
  nChanged 6
		SP:Iteration 41Q (119261.230000 sec): 3 clusters
  Score: Raw -1897227.424215 + Penalty 3188.571236 = -1894038.852979
  nChanged 9
		SP:Iteration 42Q (119261.480000 sec): 3 clusters
  Score: Raw -1897230.617430 + Penalty 3188.571236 = -1894042.046194
  nChanged 9
		SP:Iteration 43Q (119261.770000 sec): 3 clusters
  Score: Raw -1897236.022374 + Penalty 3188.571236 = -1894047.451138
  nChanged 12
		SP:Iteration 44Q (119262.120000 sec): 3 clusters
  Score: Raw -1897240.972604 + Penalty 3188.571236 = -1894052.401368
  nChanged 7
		SP:Iteration 45Q (119262.410000 sec): 3 clusters
  Score: Raw -1897243.701742 + Penalty 3188.571236 = -1894055.130506
  nChanged 3
		SP:Iteration 46Q (119262.730000 sec): 3 clusters
  Score: Raw -1897244.848727 + Penalty 3188.571236 = -1894056.277491
  nChanged 3
		SP:Iteration 47Q (119263.020000 sec): 3 clusters
  Score: Raw -1897245.545768 + Penalty 3188.571236 = -1894056.974532
  nChanged 3
		SP:Iteration 48Q (119263.370000 sec): 3 clusters
  Score: Raw -1897249.387282 + Penalty 3188.571236 = -1894060.816046
  nChanged 8
		SP:Iteration 49Q (119263.620000 sec): 3 clusters
  Score: Raw -1897252.337955 + Penalty 3188.571236 = -1894063.766719
  nChanged 2
		SP:Iteration 50Q (119264.000000 sec): 3 clusters
  Score: Raw -1897253.057818 + Penalty 3188.571236 = -1894064.486582
  nChanged 2
		SP:Iteration 51Q (119264.320000 sec): 3 clusters
  Score: Raw -1897253.662940 + Penalty 3188.571236 = -1894065.091704
  nChanged 0
		SP:Iteration 52F (119264.640000 sec): 3 clusters
  Score: Raw -1897253.662940 + Penalty 3188.571236 = -1894065.091704
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (14631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119264.840000 sec): 2 clusters
  Score: Raw -1643535.751081 + Penalty 1558.520900 = -1641977.230181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119265.150000 sec): 3 clusters
  Score: Raw -1634920.850352 + Penalty 3117.041799 = -1631803.808553
  nChanged 6487
		SP:Iteration 1F (119265.430000 sec): 3 clusters
  Score: Raw -1638393.760884 + Penalty 3117.041799 = -1635276.719084
  nChanged 921
		SP:Iteration 2F (119265.700000 sec): 3 clusters
  Score: Raw -1638823.424654 + Penalty 3117.041799 = -1635706.382854
  nChanged 817
		SP:Iteration 3F (119265.980000 sec): 3 clusters
  Score: Raw -1639212.908506 + Penalty 3117.041799 = -1636095.866707
  nChanged 809
		SP:Iteration 4F (119266.200000 sec): 3 clusters
  Score: Raw -1639662.298147 + Penalty 3117.041799 = -1636545.256348
  nChanged 821
		SP:Iteration 5F (119266.490000 sec): 3 clusters
  Score: Raw -1640105.539768 + Penalty 3117.041799 = -1636988.497969
  nChanged 735
		SP:Iteration 6F (119266.710000 sec): 3 clusters
  Score: Raw -1640491.136875 + Penalty 3117.041799 = -1637374.095076
  nChanged 672
		SP:Iteration 7Q (119266.990000 sec): 3 clusters
  Score: Raw -1640828.881207 + Penalty 3117.041799 = -1637711.839407
  nChanged 580
		SP:Iteration 8Q (119267.340000 sec): 3 clusters
  Score: Raw -1641102.501368 + Penalty 3117.041799 = -1637985.459568
  nChanged 552
		SP:Iteration 9Q (119267.690000 sec): 3 clusters
  Score: Raw -1641360.221775 + Penalty 3117.041799 = -1638243.179975
  nChanged 461
		SP:Iteration 10Q (119268.030000 sec): 3 clusters
  Score: Raw -1641559.116623 + Penalty 3117.041799 = -1638442.074824
  nChanged 397
		SP:Iteration 11Q (119268.350000 sec): 3 clusters
  Score: Raw -1641725.949959 + Penalty 3117.041799 = -1638608.908160
  nChanged 366
		SP:Iteration 12Q (119268.640000 sec): 3 clusters
  Score: Raw -1641857.400169 + Penalty 3117.041799 = -1638740.358370
  nChanged 303
		SP:Iteration 13Q (119268.940000 sec): 3 clusters
  Score: Raw -1641951.586146 + Penalty 3117.041799 = -1638834.544347
  nChanged 246
		SP:Iteration 14Q (119269.250000 sec): 3 clusters
  Score: Raw -1642027.691171 + Penalty 3117.041799 = -1638910.649372
  nChanged 201
		SP:Iteration 15Q (119269.550000 sec): 3 clusters
  Score: Raw -1642084.012959 + Penalty 3117.041799 = -1638966.971160
  nChanged 184
		SP:Iteration 16Q (119269.810000 sec): 3 clusters
  Score: Raw -1642129.270357 + Penalty 3117.041799 = -1639012.228558
  nChanged 136
		SP:Iteration 17Q (119270.120000 sec): 3 clusters
  Score: Raw -1642159.428506 + Penalty 3117.041799 = -1639042.386706
  nChanged 123
		SP:Iteration 18Q (119270.400000 sec): 3 clusters
  Score: Raw -1642185.958730 + Penalty 3117.041799 = -1639068.916931
  nChanged 107
		SP:Iteration 19Q (119270.670000 sec): 3 clusters
  Score: Raw -1642209.343541 + Penalty 3117.041799 = -1639092.301741
  nChanged 106
		SP:Iteration 20F (119270.990000 sec): 3 clusters
  Score: Raw -1642231.983334 + Penalty 3117.041799 = -1639114.941534
  nChanged 104
		SP:Iteration 21Q (119271.280000 sec): 3 clusters
  Score: Raw -1642254.405907 + Penalty 3117.041799 = -1639137.364108
  nChanged 106
		SP:Iteration 22Q (119271.650000 sec): 3 clusters
  Score: Raw -1642274.861276 + Penalty 3117.041799 = -1639157.819477
  nChanged 100
		SP:Iteration 23Q (119271.930000 sec): 3 clusters
  Score: Raw -1642294.139529 + Penalty 3117.041799 = -1639177.097729
  nChanged 101
		SP:Iteration 24Q (119272.260000 sec): 3 clusters
  Score: Raw -1642317.317715 + Penalty 3117.041799 = -1639200.275916
  nChanged 95
		SP:Iteration 25Q (119272.560000 sec): 3 clusters
  Score: Raw -1642337.544105 + Penalty 3117.041799 = -1639220.502306
  nChanged 90
		SP:Iteration 26Q (119272.870000 sec): 3 clusters
  Score: Raw -1642355.862446 + Penalty 3117.041799 = -1639238.820646
  nChanged 98
		SP:Iteration 27Q (119273.110000 sec): 3 clusters
  Score: Raw -1642374.783862 + Penalty 3117.041799 = -1639257.742062
  nChanged 93
		SP:Iteration 28Q (119273.410000 sec): 3 clusters
  Score: Raw -1642392.259928 + Penalty 3117.041799 = -1639275.218129
  nChanged 88
		SP:Iteration 29Q (119273.680000 sec): 3 clusters
  Score: Raw -1642410.589001 + Penalty 3117.041799 = -1639293.547202
  nChanged 85
		SP:Iteration 30Q (119273.980000 sec): 3 clusters
  Score: Raw -1642430.244035 + Penalty 3117.041799 = -1639313.202236
  nChanged 90
		SP:Iteration 31Q (119274.290000 sec): 3 clusters
  Score: Raw -1642453.766429 + Penalty 3117.041799 = -1639336.724629
  nChanged 110
		SP:Iteration 32Q (119274.620000 sec): 3 clusters
  Score: Raw -1642482.477906 + Penalty 3117.041799 = -1639365.436106
  nChanged 109
		SP:Iteration 33Q (119274.880000 sec): 3 clusters
  Score: Raw -1642509.004511 + Penalty 3117.041799 = -1639391.962712
  nChanged 106
		SP:Iteration 34Q (119275.200000 sec): 3 clusters
  Score: Raw -1642534.852820 + Penalty 3117.041799 = -1639417.811021
  nChanged 110
		SP:Iteration 35Q (119275.520000 sec): 3 clusters
  Score: Raw -1642563.110110 + Penalty 3117.041799 = -1639446.068311
  nChanged 93
		SP:Iteration 36Q (119275.770000 sec): 3 clusters
  Score: Raw -1642588.549663 + Penalty 3117.041799 = -1639471.507864
  nChanged 103
		SP:Iteration 37Q (119276.060000 sec): 3 clusters
  Score: Raw -1642616.022291 + Penalty 3117.041799 = -1639498.980491
  nChanged 94
		SP:Iteration 38Q (119276.410000 sec): 3 clusters
  Score: Raw -1642638.906094 + Penalty 3117.041799 = -1639521.864294
  nChanged 93
		SP:Iteration 39Q (119276.660000 sec): 3 clusters
  Score: Raw -1642662.371082 + Penalty 3117.041799 = -1639545.329283
  nChanged 106
		SP:Iteration 40F (119276.990000 sec): 3 clusters
  Score: Raw -1642689.949153 + Penalty 3117.041799 = -1639572.907354
  nChanged 86
		SP:Iteration 41Q (119277.240000 sec): 3 clusters
  Score: Raw -1642713.722240 + Penalty 3117.041799 = -1639596.680440
  nChanged 96
		SP:Iteration 42Q (119277.520000 sec): 3 clusters
  Score: Raw -1642738.881946 + Penalty 3117.041799 = -1639621.840147
  nChanged 101
		SP:Iteration 43Q (119277.830000 sec): 3 clusters
  Score: Raw -1642768.378593 + Penalty 3117.041799 = -1639651.336794
  nChanged 107
		SP:Iteration 44Q (119278.110000 sec): 3 clusters
  Score: Raw -1642798.082992 + Penalty 3117.041799 = -1639681.041193
  nChanged 108
		SP:Iteration 45Q (119278.330000 sec): 3 clusters
  Score: Raw -1642827.216625 + Penalty 3117.041799 = -1639710.174826
  nChanged 94
		SP:Iteration 46Q (119278.610000 sec): 3 clusters
  Score: Raw -1642848.793593 + Penalty 3117.041799 = -1639731.751793
  nChanged 93
		SP:Iteration 47Q (119278.950000 sec): 3 clusters
  Score: Raw -1642869.616139 + Penalty 3117.041799 = -1639752.574340
  nChanged 70
		SP:Iteration 48Q (119279.230000 sec): 3 clusters
  Score: Raw -1642884.303633 + Penalty 3117.041799 = -1639767.261834
  nChanged 74
		SP:Iteration 49Q (119279.560000 sec): 3 clusters
  Score: Raw -1642897.230991 + Penalty 3117.041799 = -1639780.189192
  nChanged 70
		SP:Iteration 50Q (119279.850000 sec): 3 clusters
  Score: Raw -1642912.223766 + Penalty 3117.041799 = -1639795.181966
  nChanged 67
		SP:Iteration 51Q (119280.100000 sec): 3 clusters
  Score: Raw -1642927.932815 + Penalty 3117.041799 = -1639810.891016
  nChanged 71
		SP:Iteration 52Q (119280.400000 sec): 3 clusters
  Score: Raw -1642946.467641 + Penalty 3117.041799 = -1639829.425841
  nChanged 65
		SP:Iteration 53Q (119280.730000 sec): 3 clusters
  Score: Raw -1642961.462817 + Penalty 3117.041799 = -1639844.421017
  nChanged 68
		SP:Iteration 54Q (119281.100000 sec): 3 clusters
  Score: Raw -1642977.624892 + Penalty 3117.041799 = -1639860.583092
  nChanged 63
		SP:Iteration 55Q (119281.420000 sec): 3 clusters
  Score: Raw -1642992.242961 + Penalty 3117.041799 = -1639875.201162
  nChanged 76
		SP:Iteration 56Q (119281.690000 sec): 3 clusters
  Score: Raw -1643010.344629 + Penalty 3117.041799 = -1639893.302829
  nChanged 81
		SP:Iteration 57Q (119281.910000 sec): 3 clusters
  Score: Raw -1643030.848017 + Penalty 3117.041799 = -1639913.806218
  nChanged 86
		SP:Iteration 58Q (119282.210000 sec): 3 clusters
  Score: Raw -1643052.703233 + Penalty 3117.041799 = -1639935.661433
  nChanged 79
		SP:Iteration 59Q (119282.550000 sec): 3 clusters
  Score: Raw -1643077.899022 + Penalty 3117.041799 = -1639960.857222
  nChanged 89
		SP:Iteration 60F (119282.820000 sec): 3 clusters
  Score: Raw -1643106.827590 + Penalty 3117.041799 = -1639989.785791
  nChanged 96
		SP:Iteration 61Q (119283.110000 sec): 3 clusters
  Score: Raw -1643136.225180 + Penalty 3117.041799 = -1640019.183381
  nChanged 99
		SP:Iteration 62Q (119283.400000 sec): 3 clusters
  Score: Raw -1643168.871848 + Penalty 3117.041799 = -1640051.830049
  nChanged 95
		SP:Iteration 63Q (119283.700000 sec): 3 clusters
  Score: Raw -1643202.513497 + Penalty 3117.041799 = -1640085.471698
  nChanged 100
		SP:Iteration 64Q (119283.970000 sec): 3 clusters
  Score: Raw -1643237.218299 + Penalty 3117.041799 = -1640120.176500
  nChanged 98
		SP:Iteration 65Q (119284.260000 sec): 3 clusters
  Score: Raw -1643276.838128 + Penalty 3117.041799 = -1640159.796328
  nChanged 112
		SP:Iteration 66Q (119284.520000 sec): 3 clusters
  Score: Raw -1643321.890600 + Penalty 3117.041799 = -1640204.848801
  nChanged 95
		SP:Iteration 67Q (119284.870000 sec): 3 clusters
  Score: Raw -1643358.179838 + Penalty 3117.041799 = -1640241.138038
  nChanged 88
		SP:Iteration 68Q (119285.130000 sec): 3 clusters
  Score: Raw -1643387.820158 + Penalty 3117.041799 = -1640270.778358
  nChanged 89
		SP:Iteration 69Q (119285.430000 sec): 3 clusters
  Score: Raw -1643423.964969 + Penalty 3117.041799 = -1640306.923169
  nChanged 88
		SP:Iteration 70Q (119285.710000 sec): 3 clusters
  Score: Raw -1643456.511546 + Penalty 3117.041799 = -1640339.469747
  nChanged 71
		SP:Iteration 71Q (119285.950000 sec): 3 clusters
  Score: Raw -1643482.644651 + Penalty 3117.041799 = -1640365.602851
  nChanged 72
		SP:Iteration 72Q (119286.210000 sec): 3 clusters
  Score: Raw -1643509.483086 + Penalty 3117.041799 = -1640392.441287
  nChanged 62
		SP:Iteration 73Q (119286.510000 sec): 3 clusters
  Score: Raw -1643533.050762 + Penalty 3117.041799 = -1640416.008963
  nChanged 52
		SP:Iteration 74Q (119286.800000 sec): 3 clusters
  Score: Raw -1643552.379551 + Penalty 3117.041799 = -1640435.337752
  nChanged 48
		SP:Iteration 75Q (119287.050000 sec): 3 clusters
  Score: Raw -1643572.462156 + Penalty 3117.041799 = -1640455.420357
  nChanged 58
		SP:Iteration 76Q (119287.320000 sec): 3 clusters
  Score: Raw -1643600.014836 + Penalty 3117.041799 = -1640482.973037
  nChanged 59
		SP:Iteration 77Q (119287.590000 sec): 3 clusters
  Score: Raw -1643631.254512 + Penalty 3117.041799 = -1640514.212713
  nChanged 54
		SP:Iteration 78Q (119287.910000 sec): 3 clusters
  Score: Raw -1643655.132421 + Penalty 3117.041799 = -1640538.090622
  nChanged 43
		SP:Iteration 79Q (119288.230000 sec): 3 clusters
  Score: Raw -1643676.052079 + Penalty 3117.041799 = -1640559.010279
  nChanged 37
		SP:Iteration 80F (119288.530000 sec): 3 clusters
  Score: Raw -1643693.870693 + Penalty 3117.041799 = -1640576.828894
  nChanged 37
		SP:Iteration 81Q (119288.820000 sec): 3 clusters
  Score: Raw -1643714.046825 + Penalty 3117.041799 = -1640597.005025
  nChanged 37
		SP:Iteration 82Q (119289.130000 sec): 3 clusters
  Score: Raw -1643732.483863 + Penalty 3117.041799 = -1640615.442063
  nChanged 34
		SP:Iteration 83Q (119289.330000 sec): 3 clusters
  Score: Raw -1643747.855210 + Penalty 3117.041799 = -1640630.813410
  nChanged 27
		SP:Iteration 84Q (119289.550000 sec): 3 clusters
  Score: Raw -1643763.777857 + Penalty 3117.041799 = -1640646.736058
  nChanged 29
		SP:Iteration 85Q (119289.800000 sec): 3 clusters
  Score: Raw -1643780.494517 + Penalty 3117.041799 = -1640663.452718
  nChanged 25
		SP:Iteration 86Q (119290.110000 sec): 3 clusters
  Score: Raw -1643794.504644 + Penalty 3117.041799 = -1640677.462844
  nChanged 21
		SP:Iteration 87Q (119290.380000 sec): 3 clusters
  Score: Raw -1643804.357501 + Penalty 3117.041799 = -1640687.315702
  nChanged 12
		SP:Iteration 88Q (119290.590000 sec): 3 clusters
  Score: Raw -1643812.379682 + Penalty 3117.041799 = -1640695.337883
  nChanged 15
		SP:Iteration 89Q (119290.850000 sec): 3 clusters
  Score: Raw -1643822.166345 + Penalty 3117.041799 = -1640705.124545
  nChanged 10
		SP:Iteration 90Q (119291.150000 sec): 3 clusters
  Score: Raw -1643826.766666 + Penalty 3117.041799 = -1640709.724866
  nChanged 10
		SP:Iteration 91Q (119291.450000 sec): 3 clusters
  Score: Raw -1643830.348952 + Penalty 3117.041799 = -1640713.307152
  nChanged 1
		SP:Iteration 92Q (119291.710000 sec): 3 clusters
  Score: Raw -1643830.678565 + Penalty 3117.041799 = -1640713.636765
  nChanged 0
		SP:Iteration 93F (119291.990000 sec): 3 clusters
  Score: Raw -1643830.678565 + Penalty 3117.041799 = -1640713.636765
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119292.290000 sec): 2 clusters
  Score: Raw -4024678.002224 + Penalty 1690.958403 = -4022987.043821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119292.670000 sec): 3 clusters
  Score: Raw -4004339.516771 + Penalty 3381.916807 = -4000957.599965
  nChanged 15118
		SP:Iteration 1F (119293.070000 sec): 3 clusters
  Score: Raw -4012798.810071 + Penalty 3381.916807 = -4009416.893264
  nChanged 1509
		SP:Iteration 2Q (119293.490000 sec): 3 clusters
  Score: Raw -4013323.243846 + Penalty 3381.916807 = -4009941.327040
  nChanged 1493
		SP:Iteration 3Q (119293.980000 sec): 3 clusters
  Score: Raw -4013882.464636 + Penalty 3381.916807 = -4010500.547830
  nChanged 1584
		SP:Iteration 4Q (119294.390000 sec): 3 clusters
  Score: Raw -4014558.046935 + Penalty 3381.916807 = -4011176.130128
  nChanged 1681
		SP:Iteration 5F (119294.720000 sec): 3 clusters
  Score: Raw -4015393.955335 + Penalty 3381.916807 = -4012012.038528
  nChanged 1833
		SP:Iteration 6F (119295.150000 sec): 3 clusters
  Score: Raw -4016500.754002 + Penalty 3381.916807 = -4013118.837195
  nChanged 2048
		SP:Iteration 7F (119295.480000 sec): 3 clusters
  Score: Raw -4017990.079414 + Penalty 3381.916807 = -4014608.162608
  nChanged 2182
		SP:Iteration 8F (119295.850000 sec): 3 clusters
  Score: Raw -4019875.012800 + Penalty 3381.916807 = -4016493.095993
  nChanged 1977
		SP:Iteration 9F (119296.240000 sec): 3 clusters
  Score: Raw -4021897.365969 + Penalty 3381.916807 = -4018515.449162
  nChanged 1533
		SP:Iteration 10Q (119296.570000 sec): 3 clusters
  Score: Raw -4023462.730584 + Penalty 3381.916807 = -4020080.813778
  nChanged 1062
		SP:Iteration 11Q (119296.920000 sec): 3 clusters
  Score: Raw -4024337.271453 + Penalty 3381.916807 = -4020955.354647
  nChanged 715
		SP:Iteration 12Q (119297.290000 sec): 3 clusters
  Score: Raw -4024864.485896 + Penalty 3381.916807 = -4021482.569090
  nChanged 494
		SP:Iteration 13Q (119297.600000 sec): 3 clusters
  Score: Raw -4025216.663244 + Penalty 3381.916807 = -4021834.746438
  nChanged 362
		SP:Iteration 14Q (119297.930000 sec): 3 clusters
  Score: Raw -4025464.188927 + Penalty 3381.916807 = -4022082.272120
  nChanged 285
		SP:Iteration 15Q (119298.320000 sec): 3 clusters
  Score: Raw -4025651.821277 + Penalty 3381.916807 = -4022269.904471
  nChanged 249
		SP:Iteration 16Q (119298.660000 sec): 3 clusters
  Score: Raw -4025775.652115 + Penalty 3381.916807 = -4022393.735308
  nChanged 177
		SP:Iteration 17Q (119299.030000 sec): 3 clusters
  Score: Raw -4025844.438233 + Penalty 3381.916807 = -4022462.521426
  nChanged 122
		SP:Iteration 18Q (119299.390000 sec): 3 clusters
  Score: Raw -4025883.810467 + Penalty 3381.916807 = -4022501.893661
  nChanged 98
		SP:Iteration 19Q (119299.780000 sec): 3 clusters
  Score: Raw -4025909.610737 + Penalty 3381.916807 = -4022527.693931
  nChanged 71
		SP:Iteration 20F (119300.220000 sec): 3 clusters
  Score: Raw -4025928.562042 + Penalty 3381.916807 = -4022546.645236
  nChanged 70
		SP:Iteration 21Q (119300.600000 sec): 3 clusters
  Score: Raw -4025946.384856 + Penalty 3381.916807 = -4022564.468050
  nChanged 62
		SP:Iteration 22Q (119300.940000 sec): 3 clusters
  Score: Raw -4025966.067012 + Penalty 3381.916807 = -4022584.150205
  nChanged 56
		SP:Iteration 23Q (119301.270000 sec): 3 clusters
  Score: Raw -4025981.302346 + Penalty 3381.916807 = -4022599.385539
  nChanged 51
		SP:Iteration 24Q (119301.610000 sec): 3 clusters
  Score: Raw -4025992.174824 + Penalty 3381.916807 = -4022610.258017
  nChanged 28
		SP:Iteration 25Q (119301.930000 sec): 3 clusters
  Score: Raw -4025996.555835 + Penalty 3381.916807 = -4022614.639029
  nChanged 19
		SP:Iteration 26Q (119302.280000 sec): 3 clusters
  Score: Raw -4025998.719922 + Penalty 3381.916807 = -4022616.803115
  nChanged 9
		SP:Iteration 27Q (119302.650000 sec): 3 clusters
  Score: Raw -4026000.431333 + Penalty 3381.916807 = -4022618.514527
  nChanged 13
		SP:Iteration 28Q (119303.020000 sec): 3 clusters
  Score: Raw -4026002.497412 + Penalty 3381.916807 = -4022620.580605
  nChanged 13
		SP:Iteration 29Q (119303.390000 sec): 3 clusters
  Score: Raw -4026004.657482 + Penalty 3381.916807 = -4022622.740676
  nChanged 18
		SP:Iteration 30Q (119303.750000 sec): 3 clusters
  Score: Raw -4026007.458764 + Penalty 3381.916807 = -4022625.541957
  nChanged 15
		SP:Iteration 31Q (119304.150000 sec): 3 clusters
  Score: Raw -4026010.127632 + Penalty 3381.916807 = -4022628.210825
  nChanged 11
		SP:Iteration 32Q (119304.540000 sec): 3 clusters
  Score: Raw -4026012.005441 + Penalty 3381.916807 = -4022630.088634
  nChanged 8
		SP:Iteration 33Q (119304.910000 sec): 3 clusters
  Score: Raw -4026012.794670 + Penalty 3381.916807 = -4022630.877863
  nChanged 4
		SP:Iteration 34Q (119305.310000 sec): 3 clusters
  Score: Raw -4026013.356218 + Penalty 3381.916807 = -4022631.439412
  nChanged 6
		SP:Iteration 35Q (119305.640000 sec): 3 clusters
  Score: Raw -4026014.489470 + Penalty 3381.916807 = -4022632.572663
  nChanged 3
		SP:Iteration 36Q (119306.000000 sec): 3 clusters
  Score: Raw -4026014.854346 + Penalty 3381.916807 = -4022632.937539
  nChanged 4
		SP:Iteration 37Q (119306.350000 sec): 3 clusters
  Score: Raw -4026015.510707 + Penalty 3381.916807 = -4022633.593901
  nChanged 3
		SP:Iteration 38Q (119306.760000 sec): 3 clusters
  Score: Raw -4026015.876467 + Penalty 3381.916807 = -4022633.959660
  nChanged 3
		SP:Iteration 39Q (119307.080000 sec): 3 clusters
  Score: Raw -4026016.128099 + Penalty 3381.916807 = -4022634.211293
  nChanged 3
		SP:Iteration 40F (119307.520000 sec): 3 clusters
  Score: Raw -4026016.528920 + Penalty 3381.916807 = -4022634.612113
  nChanged 5
		SP:Iteration 41Q (119307.900000 sec): 3 clusters
  Score: Raw -4026017.219201 + Penalty 3381.916807 = -4022635.302395
  nChanged 5
		SP:Iteration 42Q (119308.350000 sec): 3 clusters
  Score: Raw -4026018.109856 + Penalty 3381.916807 = -4022636.193049
  nChanged 6
		SP:Iteration 43Q (119308.840000 sec): 3 clusters
  Score: Raw -4026018.831734 + Penalty 3381.916807 = -4022636.914928
  nChanged 4
		SP:Iteration 44Q (119309.200000 sec): 3 clusters
  Score: Raw -4026019.336916 + Penalty 3381.916807 = -4022637.420110
  nChanged 4
		SP:Iteration 45Q (119309.520000 sec): 3 clusters
  Score: Raw -4026019.687645 + Penalty 3381.916807 = -4022637.770839
  nChanged 3
		SP:Iteration 46Q (119309.910000 sec): 3 clusters
  Score: Raw -4026020.128451 + Penalty 3381.916807 = -4022638.211644
  nChanged 4
		SP:Iteration 47Q (119310.290000 sec): 3 clusters
  Score: Raw -4026020.828273 + Penalty 3381.916807 = -4022638.911466
  nChanged 5
		SP:Iteration 48Q (119310.620000 sec): 3 clusters
  Score: Raw -4026021.597536 + Penalty 3381.916807 = -4022639.680729
  nChanged 6
		SP:Iteration 49Q (119311.000000 sec): 3 clusters
  Score: Raw -4026022.285521 + Penalty 3381.916807 = -4022640.368714
  nChanged 1
		SP:Iteration 50Q (119311.370000 sec): 3 clusters
  Score: Raw -4026022.471257 + Penalty 3381.916807 = -4022640.554451
  nChanged 3
		SP:Iteration 51Q (119311.730000 sec): 3 clusters
  Score: Raw -4026023.032570 + Penalty 3381.916807 = -4022641.115763
  nChanged 4
		SP:Iteration 52Q (119312.110000 sec): 3 clusters
  Score: Raw -4026023.542617 + Penalty 3381.916807 = -4022641.625810
  nChanged 5
		SP:Iteration 53Q (119312.450000 sec): 3 clusters
  Score: Raw -4026024.287481 + Penalty 3381.916807 = -4022642.370674
  nChanged 7
		SP:Iteration 54Q (119312.800000 sec): 3 clusters
  Score: Raw -4026024.950371 + Penalty 3381.916807 = -4022643.033565
  nChanged 4
		SP:Iteration 55Q (119313.160000 sec): 3 clusters
  Score: Raw -4026025.435078 + Penalty 3381.916807 = -4022643.518271
  nChanged 3
		SP:Iteration 56Q (119313.480000 sec): 3 clusters
  Score: Raw -4026025.838744 + Penalty 3381.916807 = -4022643.921937
  nChanged 1
		SP:Iteration 57Q (119313.880000 sec): 3 clusters
  Score: Raw -4026025.896669 + Penalty 3381.916807 = -4022643.979862
  nChanged 2
		SP:Iteration 58Q (119314.290000 sec): 3 clusters
  Score: Raw -4026026.259846 + Penalty 3381.916807 = -4022644.343039
  nChanged 2
		SP:Iteration 59Q (119314.720000 sec): 3 clusters
  Score: Raw -4026026.557079 + Penalty 3381.916807 = -4022644.640273
  nChanged 2
		SP:Iteration 60F (119315.180000 sec): 3 clusters
  Score: Raw -4026026.749310 + Penalty 3381.916807 = -4022644.832503
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119315.380000 sec): 2 clusters
  Score: Raw -1817948.959660 + Penalty 1579.965490 = -1816368.994171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119315.680000 sec): 3 clusters
  Score: Raw -1808016.790615 + Penalty 3159.930980 = -1804856.859636
  nChanged 7526
		SP:Iteration 1F (119315.950000 sec): 3 clusters
  Score: Raw -1812542.715239 + Penalty 3159.930980 = -1809382.784259
  nChanged 1187
		SP:Iteration 2F (119316.220000 sec): 3 clusters
  Score: Raw -1813260.409231 + Penalty 3159.930980 = -1810100.478251
  nChanged 1153
		SP:Iteration 3F (119316.460000 sec): 3 clusters
  Score: Raw -1813968.481845 + Penalty 3159.930980 = -1810808.550865
  nChanged 1041
		SP:Iteration 4F (119316.720000 sec): 3 clusters
  Score: Raw -1814543.110719 + Penalty 3159.930980 = -1811383.179739
  nChanged 894
		SP:Iteration 5F (119317.040000 sec): 3 clusters
  Score: Raw -1814964.149422 + Penalty 3159.930980 = -1811804.218443
  nChanged 701
		SP:Iteration 6Q (119317.330000 sec): 3 clusters
  Score: Raw -1815244.657328 + Penalty 3159.930980 = -1812084.726349
  nChanged 610
		SP:Iteration 7Q (119317.630000 sec): 3 clusters
  Score: Raw -1815461.784535 + Penalty 3159.930980 = -1812301.853555
  nChanged 486
		SP:Iteration 8Q (119317.990000 sec): 3 clusters
  Score: Raw -1815611.528528 + Penalty 3159.930980 = -1812451.597548
  nChanged 417
		SP:Iteration 9Q (119318.300000 sec): 3 clusters
  Score: Raw -1815735.128489 + Penalty 3159.930980 = -1812575.197509
  nChanged 344
		SP:Iteration 10Q (119318.620000 sec): 3 clusters
  Score: Raw -1815827.372170 + Penalty 3159.930980 = -1812667.441191
  nChanged 286
		SP:Iteration 11Q (119318.900000 sec): 3 clusters
  Score: Raw -1815899.922192 + Penalty 3159.930980 = -1812739.991213
  nChanged 251
		SP:Iteration 12Q (119319.220000 sec): 3 clusters
  Score: Raw -1815961.016021 + Penalty 3159.930980 = -1812801.085041
  nChanged 222
		SP:Iteration 13Q (119319.490000 sec): 3 clusters
  Score: Raw -1816019.023872 + Penalty 3159.930980 = -1812859.092893
  nChanged 236
		SP:Iteration 14Q (119319.820000 sec): 3 clusters
  Score: Raw -1816082.754895 + Penalty 3159.930980 = -1812922.823916
  nChanged 242
		SP:Iteration 15Q (119320.140000 sec): 3 clusters
  Score: Raw -1816151.882701 + Penalty 3159.930980 = -1812991.951722
  nChanged 258
		SP:Iteration 16Q (119320.430000 sec): 3 clusters
  Score: Raw -1816236.439910 + Penalty 3159.930980 = -1813076.508931
  nChanged 262
		SP:Iteration 17Q (119320.700000 sec): 3 clusters
  Score: Raw -1816333.523052 + Penalty 3159.930980 = -1813173.592073
  nChanged 283
		SP:Iteration 18Q (119320.970000 sec): 3 clusters
  Score: Raw -1816429.047044 + Penalty 3159.930980 = -1813269.116065
  nChanged 243
		SP:Iteration 19Q (119321.230000 sec): 3 clusters
  Score: Raw -1816504.759673 + Penalty 3159.930980 = -1813344.828693
  nChanged 244
		SP:Iteration 20F (119321.510000 sec): 3 clusters
  Score: Raw -1816586.552247 + Penalty 3159.930980 = -1813426.621267
  nChanged 235
		SP:Iteration 21Q (119321.810000 sec): 3 clusters
  Score: Raw -1816661.078162 + Penalty 3159.930980 = -1813501.147182
  nChanged 212
		SP:Iteration 22Q (119322.090000 sec): 3 clusters
  Score: Raw -1816727.821009 + Penalty 3159.930980 = -1813567.890030
  nChanged 223
		SP:Iteration 23Q (119322.370000 sec): 3 clusters
  Score: Raw -1816798.989419 + Penalty 3159.930980 = -1813639.058439
  nChanged 219
		SP:Iteration 24Q (119322.650000 sec): 3 clusters
  Score: Raw -1816860.587757 + Penalty 3159.930980 = -1813700.656777
  nChanged 180
		SP:Iteration 25Q (119322.910000 sec): 3 clusters
  Score: Raw -1816907.569028 + Penalty 3159.930980 = -1813747.638048
  nChanged 183
		SP:Iteration 26Q (119323.180000 sec): 3 clusters
  Score: Raw -1816962.423294 + Penalty 3159.930980 = -1813802.492314
  nChanged 197
		SP:Iteration 27Q (119323.510000 sec): 3 clusters
  Score: Raw -1817021.873068 + Penalty 3159.930980 = -1813861.942089
  nChanged 179
		SP:Iteration 28Q (119323.810000 sec): 3 clusters
  Score: Raw -1817076.879686 + Penalty 3159.930980 = -1813916.948706
  nChanged 167
		SP:Iteration 29Q (119324.100000 sec): 3 clusters
  Score: Raw -1817129.312508 + Penalty 3159.930980 = -1813969.381528
  nChanged 179
		SP:Iteration 30Q (119324.380000 sec): 3 clusters
  Score: Raw -1817183.310907 + Penalty 3159.930980 = -1814023.379927
  nChanged 180
		SP:Iteration 31Q (119324.650000 sec): 3 clusters
  Score: Raw -1817237.765721 + Penalty 3159.930980 = -1814077.834742
  nChanged 156
		SP:Iteration 32Q (119324.930000 sec): 3 clusters
  Score: Raw -1817281.537882 + Penalty 3159.930980 = -1814121.606902
  nChanged 160
		SP:Iteration 33Q (119325.160000 sec): 3 clusters
  Score: Raw -1817327.894682 + Penalty 3159.930980 = -1814167.963702
  nChanged 142
		SP:Iteration 34Q (119325.460000 sec): 3 clusters
  Score: Raw -1817370.639864 + Penalty 3159.930980 = -1814210.708885
  nChanged 155
		SP:Iteration 35Q (119325.690000 sec): 3 clusters
  Score: Raw -1817418.892320 + Penalty 3159.930980 = -1814258.961341
  nChanged 154
		SP:Iteration 36Q (119325.940000 sec): 3 clusters
  Score: Raw -1817466.448293 + Penalty 3159.930980 = -1814306.517313
  nChanged 146
		SP:Iteration 37Q (119326.210000 sec): 3 clusters
  Score: Raw -1817511.420380 + Penalty 3159.930980 = -1814351.489400
  nChanged 139
		SP:Iteration 38Q (119326.490000 sec): 3 clusters
  Score: Raw -1817550.316066 + Penalty 3159.930980 = -1814390.385086
  nChanged 136
		SP:Iteration 39Q (119326.790000 sec): 3 clusters
  Score: Raw -1817591.130687 + Penalty 3159.930980 = -1814431.199708
  nChanged 127
		SP:Iteration 40F (119327.050000 sec): 3 clusters
  Score: Raw -1817628.897215 + Penalty 3159.930980 = -1814468.966236
  nChanged 135
		SP:Iteration 41Q (119327.330000 sec): 3 clusters
  Score: Raw -1817667.602123 + Penalty 3159.930980 = -1814507.671144
  nChanged 123
		SP:Iteration 42Q (119327.630000 sec): 3 clusters
  Score: Raw -1817706.339635 + Penalty 3159.930980 = -1814546.408655
  nChanged 116
		SP:Iteration 43Q (119327.890000 sec): 3 clusters
  Score: Raw -1817741.977814 + Penalty 3159.930980 = -1814582.046835
  nChanged 109
		SP:Iteration 44Q (119328.150000 sec): 3 clusters
  Score: Raw -1817774.593695 + Penalty 3159.930980 = -1814614.662716
  nChanged 97
		SP:Iteration 45Q (119328.410000 sec): 3 clusters
  Score: Raw -1817802.874962 + Penalty 3159.930980 = -1814642.943983
  nChanged 106
		SP:Iteration 46Q (119328.710000 sec): 3 clusters
  Score: Raw -1817844.208008 + Penalty 3159.930980 = -1814684.277029
  nChanged 127
		SP:Iteration 47Q (119329.010000 sec): 3 clusters
  Score: Raw -1817893.924469 + Penalty 3159.930980 = -1814733.993489
  nChanged 125
		SP:Iteration 48Q (119329.310000 sec): 3 clusters
  Score: Raw -1817952.482844 + Penalty 3159.930980 = -1814792.551864
  nChanged 130
		SP:Iteration 49Q (119329.610000 sec): 3 clusters
  Score: Raw -1818009.948863 + Penalty 3159.930980 = -1814850.017884
  nChanged 124
		SP:Iteration 50Q (119329.880000 sec): 3 clusters
  Score: Raw -1818066.769262 + Penalty 3159.930980 = -1814906.838283
  nChanged 115
		SP:Iteration 51Q (119330.110000 sec): 3 clusters
  Score: Raw -1818118.089092 + Penalty 3159.930980 = -1814958.158112
  nChanged 105
		SP:Iteration 52Q (119330.400000 sec): 3 clusters
  Score: Raw -1818160.426733 + Penalty 3159.930980 = -1815000.495754
  nChanged 101
		SP:Iteration 53Q (119330.650000 sec): 3 clusters
  Score: Raw -1818197.486075 + Penalty 3159.930980 = -1815037.555096
  nChanged 68
		SP:Iteration 54Q (119330.870000 sec): 3 clusters
  Score: Raw -1818229.706582 + Penalty 3159.930980 = -1815069.775602
  nChanged 70
		SP:Iteration 55Q (119331.130000 sec): 3 clusters
  Score: Raw -1818268.329318 + Penalty 3159.930980 = -1815108.398339
  nChanged 73
		SP:Iteration 56Q (119331.450000 sec): 3 clusters
  Score: Raw -1818301.469369 + Penalty 3159.930980 = -1815141.538389
  nChanged 50
		SP:Iteration 57Q (119331.750000 sec): 3 clusters
  Score: Raw -1818319.670859 + Penalty 3159.930980 = -1815159.739879
  nChanged 44
		SP:Iteration 58Q (119331.960000 sec): 3 clusters
  Score: Raw -1818340.146760 + Penalty 3159.930980 = -1815180.215781
  nChanged 48
		SP:Iteration 59Q (119332.250000 sec): 3 clusters
  Score: Raw -1818363.067587 + Penalty 3159.930980 = -1815203.136607
  nChanged 41
		SP:Iteration 60F (119332.560000 sec): 3 clusters
  Score: Raw -1818382.291924 + Penalty 3159.930980 = -1815222.360945
  nChanged 37
		SP:Iteration 61Q (119332.850000 sec): 3 clusters
  Score: Raw -1818394.373670 + Penalty 3159.930980 = -1815234.442691
  nChanged 24
		SP:Iteration 62Q (119333.130000 sec): 3 clusters
  Score: Raw -1818401.772016 + Penalty 3159.930980 = -1815241.841036
  nChanged 18
		SP:Iteration 63Q (119333.350000 sec): 3 clusters
  Score: Raw -1818409.293858 + Penalty 3159.930980 = -1815249.362879
  nChanged 16
		SP:Iteration 64Q (119333.600000 sec): 3 clusters
  Score: Raw -1818414.200367 + Penalty 3159.930980 = -1815254.269387
  nChanged 12
		SP:Iteration 65Q (119333.810000 sec): 3 clusters
  Score: Raw -1818419.307117 + Penalty 3159.930980 = -1815259.376138
  nChanged 10
		SP:Iteration 66Q (119334.070000 sec): 3 clusters
  Score: Raw -1818422.691660 + Penalty 3159.930980 = -1815262.760680
  nChanged 6
		SP:Iteration 67Q (119334.310000 sec): 3 clusters
  Score: Raw -1818424.455227 + Penalty 3159.930980 = -1815264.524248
  nChanged 7
		SP:Iteration 68Q (119334.650000 sec): 3 clusters
  Score: Raw -1818426.174197 + Penalty 3159.930980 = -1815266.243218
  nChanged 5
		SP:Iteration 69Q (119334.930000 sec): 3 clusters
  Score: Raw -1818428.129989 + Penalty 3159.930980 = -1815268.199009
  nChanged 6
		SP:Iteration 70Q (119335.160000 sec): 3 clusters
  Score: Raw -1818429.717886 + Penalty 3159.930980 = -1815269.786907
  nChanged 3
		SP:Iteration 71Q (119335.410000 sec): 3 clusters
  Score: Raw -1818430.727950 + Penalty 3159.930980 = -1815270.796970
  nChanged 4
		SP:Iteration 72Q (119335.660000 sec): 3 clusters
  Score: Raw -1818431.773070 + Penalty 3159.930980 = -1815271.842090
  nChanged 7
		SP:Iteration 73Q (119335.930000 sec): 3 clusters
  Score: Raw -1818433.788103 + Penalty 3159.930980 = -1815273.857124
  nChanged 4
		SP:Iteration 74Q (119336.160000 sec): 3 clusters
  Score: Raw -1818434.347108 + Penalty 3159.930980 = -1815274.416129
  nChanged 2
		SP:Iteration 75Q (119336.400000 sec): 3 clusters
  Score: Raw -1818434.713495 + Penalty 3159.930980 = -1815274.782516
  nChanged 0
		SP:Iteration 76F (119336.660000 sec): 3 clusters
  Score: Raw -1818434.713495 + Penalty 3159.930980 = -1815274.782516
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119336.830000 sec): 2 clusters
  Score: Raw -501090.444065 + Penalty 1348.916604 = -499741.527461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119336.990000 sec): 3 clusters
  Score: Raw -499027.443947 + Penalty 2697.833207 = -496329.610740
  nChanged 1625
		SP:Iteration 1F (119337.190000 sec): 3 clusters
  Score: Raw -499926.659215 + Penalty 2697.833207 = -497228.826008
  nChanged 312
		SP:Iteration 2F (119337.320000 sec): 3 clusters
  Score: Raw -500082.406633 + Penalty 2697.833207 = -497384.573425
  nChanged 192
		SP:Iteration 3Q (119337.500000 sec): 3 clusters
  Score: Raw -500168.765256 + Penalty 2697.833207 = -497470.932049
  nChanged 116
		SP:Iteration 4Q (119337.700000 sec): 3 clusters
  Score: Raw -500211.029115 + Penalty 2697.833207 = -497513.195908
  nChanged 87
		SP:Iteration 5Q (119337.900000 sec): 3 clusters
  Score: Raw -500239.508980 + Penalty 2697.833207 = -497541.675772
  nChanged 66
		SP:Iteration 6Q (119338.100000 sec): 3 clusters
  Score: Raw -500258.646680 + Penalty 2697.833207 = -497560.813473
  nChanged 49
		SP:Iteration 7Q (119338.270000 sec): 3 clusters
  Score: Raw -500274.450910 + Penalty 2697.833207 = -497576.617702
  nChanged 37
		SP:Iteration 8Q (119338.450000 sec): 3 clusters
  Score: Raw -500283.943250 + Penalty 2697.833207 = -497586.110042
  nChanged 37
		SP:Iteration 9Q (119338.690000 sec): 3 clusters
  Score: Raw -500293.992210 + Penalty 2697.833207 = -497596.159003
  nChanged 32
		SP:Iteration 10Q (119338.910000 sec): 3 clusters
  Score: Raw -500302.372757 + Penalty 2697.833207 = -497604.539549
  nChanged 18
		SP:Iteration 11Q (119339.130000 sec): 3 clusters
  Score: Raw -500307.078107 + Penalty 2697.833207 = -497609.244899
  nChanged 22
		SP:Iteration 12Q (119339.320000 sec): 3 clusters
  Score: Raw -500312.933985 + Penalty 2697.833207 = -497615.100777
  nChanged 21
		SP:Iteration 13Q (119339.580000 sec): 3 clusters
  Score: Raw -500320.398179 + Penalty 2697.833207 = -497622.564972
  nChanged 31
		SP:Iteration 14Q (119339.830000 sec): 3 clusters
  Score: Raw -500328.078522 + Penalty 2697.833207 = -497630.245314
  nChanged 25
		SP:Iteration 15Q (119340.030000 sec): 3 clusters
  Score: Raw -500332.914840 + Penalty 2697.833207 = -497635.081633
  nChanged 14
		SP:Iteration 16Q (119340.180000 sec): 3 clusters
  Score: Raw -500335.597004 + Penalty 2697.833207 = -497637.763796
  nChanged 16
		SP:Iteration 17Q (119340.360000 sec): 3 clusters
  Score: Raw -500339.560207 + Penalty 2697.833207 = -497641.727000
  nChanged 19
		SP:Iteration 18Q (119340.500000 sec): 3 clusters
  Score: Raw -500344.590584 + Penalty 2697.833207 = -497646.757377
  nChanged 19
		SP:Iteration 19Q (119340.640000 sec): 3 clusters
  Score: Raw -500349.861400 + Penalty 2697.833207 = -497652.028192
  nChanged 16
		SP:Iteration 20F (119340.820000 sec): 3 clusters
  Score: Raw -500355.408263 + Penalty 2697.833207 = -497657.575056
  nChanged 21
		SP:Iteration 21Q (119340.990000 sec): 3 clusters
  Score: Raw -500362.826479 + Penalty 2697.833207 = -497664.993271
  nChanged 23
		SP:Iteration 22Q (119341.160000 sec): 3 clusters
  Score: Raw -500368.116894 + Penalty 2697.833207 = -497670.283687
  nChanged 11
		SP:Iteration 23Q (119341.300000 sec): 3 clusters
  Score: Raw -500369.830868 + Penalty 2697.833207 = -497671.997660
  nChanged 7
		SP:Iteration 24Q (119341.450000 sec): 3 clusters
  Score: Raw -500371.201928 + Penalty 2697.833207 = -497673.368720
  nChanged 8
		SP:Iteration 25Q (119341.610000 sec): 3 clusters
  Score: Raw -500372.733332 + Penalty 2697.833207 = -497674.900124
  nChanged 9
		SP:Iteration 26Q (119341.770000 sec): 3 clusters
  Score: Raw -500374.508478 + Penalty 2697.833207 = -497676.675270
  nChanged 10
		SP:Iteration 27Q (119341.970000 sec): 3 clusters
  Score: Raw -500376.168095 + Penalty 2697.833207 = -497678.334887
  nChanged 5
		SP:Iteration 28Q (119342.150000 sec): 3 clusters
  Score: Raw -500377.159410 + Penalty 2697.833207 = -497679.326203
  nChanged 6
		SP:Iteration 29Q (119342.350000 sec): 3 clusters
  Score: Raw -500377.581557 + Penalty 2697.833207 = -497679.748349
  nChanged 5
		SP:Iteration 30Q (119342.510000 sec): 3 clusters
  Score: Raw -500378.273693 + Penalty 2697.833207 = -497680.440485
  nChanged 4
		SP:Iteration 31Q (119342.750000 sec): 3 clusters
  Score: Raw -500378.969222 + Penalty 2697.833207 = -497681.136015
  nChanged 7
		SP:Iteration 32Q (119342.890000 sec): 3 clusters
  Score: Raw -500380.611178 + Penalty 2697.833207 = -497682.777971
  nChanged 14
		SP:Iteration 33Q (119343.090000 sec): 3 clusters
  Score: Raw -500383.581777 + Penalty 2697.833207 = -497685.748569
  nChanged 14
		SP:Iteration 34Q (119343.310000 sec): 3 clusters
  Score: Raw -500386.653420 + Penalty 2697.833207 = -497688.820212
  nChanged 15
		SP:Iteration 35Q (119343.510000 sec): 3 clusters
  Score: Raw -500390.342875 + Penalty 2697.833207 = -497692.509668
  nChanged 17
		SP:Iteration 36Q (119343.690000 sec): 3 clusters
  Score: Raw -500393.780291 + Penalty 2697.833207 = -497695.947083
  nChanged 18
		SP:Iteration 37Q (119343.890000 sec): 3 clusters
  Score: Raw -500398.593104 + Penalty 2697.833207 = -497700.759897
  nChanged 22
		SP:Iteration 38Q (119344.020000 sec): 3 clusters
  Score: Raw -500402.856503 + Penalty 2697.833207 = -497705.023296
  nChanged 18
		SP:Iteration 39Q (119344.170000 sec): 3 clusters
  Score: Raw -500408.396065 + Penalty 2697.833207 = -497710.562857
  nChanged 23
		SP:Iteration 40F (119344.400000 sec): 3 clusters
  Score: Raw -500413.576975 + Penalty 2697.833207 = -497715.743768
  nChanged 18
		SP:Iteration 41Q (119344.590000 sec): 3 clusters
  Score: Raw -500417.705255 + Penalty 2697.833207 = -497719.872047
  nChanged 17
		SP:Iteration 42Q (119344.740000 sec): 3 clusters
  Score: Raw -500421.413970 + Penalty 2697.833207 = -497723.580762
  nChanged 17
		SP:Iteration 43Q (119344.930000 sec): 3 clusters
  Score: Raw -500424.746259 + Penalty 2697.833207 = -497726.913052
  nChanged 20
		SP:Iteration 44Q (119345.130000 sec): 3 clusters
  Score: Raw -500429.679574 + Penalty 2697.833207 = -497731.846366
  nChanged 28
		SP:Iteration 45Q (119345.340000 sec): 3 clusters
  Score: Raw -500436.523915 + Penalty 2697.833207 = -497738.690708
  nChanged 29
		SP:Iteration 46Q (119345.550000 sec): 3 clusters
  Score: Raw -500445.107785 + Penalty 2697.833207 = -497747.274578
  nChanged 44
		SP:Iteration 47Q (119345.750000 sec): 3 clusters
  Score: Raw -500459.784314 + Penalty 2697.833207 = -497761.951107
  nChanged 58
		SP:Iteration 48Q (119345.940000 sec): 3 clusters
  Score: Raw -500479.755653 + Penalty 2697.833207 = -497781.922446
  nChanged 55
		SP:Iteration 49Q (119346.130000 sec): 3 clusters
  Score: Raw -500497.125327 + Penalty 2697.833207 = -497799.292119
  nChanged 58
		SP:Iteration 50Q (119346.370000 sec): 3 clusters
  Score: Raw -500518.178133 + Penalty 2697.833207 = -497820.344926
  nChanged 73
		SP:Iteration 51Q (119346.620000 sec): 3 clusters
  Score: Raw -500545.683321 + Penalty 2697.833207 = -497847.850113
  nChanged 83
		SP:Iteration 52Q (119346.830000 sec): 3 clusters
  Score: Raw -500582.687865 + Penalty 2697.833207 = -497884.854658
  nChanged 83
		SP:Iteration 53Q (119347.030000 sec): 3 clusters
  Score: Raw -500621.335956 + Penalty 2697.833207 = -497923.502748
  nChanged 77
		SP:Iteration 54Q (119347.240000 sec): 3 clusters
  Score: Raw -500655.204158 + Penalty 2697.833207 = -497957.370950
  nChanged 98
		SP:Iteration 55Q (119347.420000 sec): 3 clusters
  Score: Raw -500705.267567 + Penalty 2697.833207 = -498007.434359
  nChanged 97
		SP:Iteration 56Q (119347.580000 sec): 3 clusters
  Score: Raw -500751.671875 + Penalty 2697.833207 = -498053.838667
  nChanged 77
		SP:Iteration 57Q (119347.810000 sec): 3 clusters
  Score: Raw -500786.271899 + Penalty 2697.833207 = -498088.438691
  nChanged 68
		SP:Iteration 58Q (119347.970000 sec): 3 clusters
  Score: Raw -500817.160697 + Penalty 2697.833207 = -498119.327489
  nChanged 61
		SP:Iteration 59Q (119348.150000 sec): 3 clusters
  Score: Raw -500844.208942 + Penalty 2697.833207 = -498146.375734
  nChanged 61
		SP:Iteration 60F (119348.310000 sec): 3 clusters
  Score: Raw -500870.182186 + Penalty 2697.833207 = -498172.348978
  nChanged 56
		SP:Iteration 61Q (119348.510000 sec): 3 clusters
  Score: Raw -500892.666827 + Penalty 2697.833207 = -498194.833620
  nChanged 50
		SP:Iteration 62Q (119348.690000 sec): 3 clusters
  Score: Raw -500914.484538 + Penalty 2697.833207 = -498216.651330
  nChanged 52
		SP:Iteration 63Q (119348.850000 sec): 3 clusters
  Score: Raw -500940.042793 + Penalty 2697.833207 = -498242.209586
  nChanged 45
		SP:Iteration 64Q (119349.020000 sec): 3 clusters
  Score: Raw -500969.995645 + Penalty 2697.833207 = -498272.162438
  nChanged 56
		SP:Iteration 65Q (119349.150000 sec): 3 clusters
  Score: Raw -501003.541687 + Penalty 2697.833207 = -498305.708479
  nChanged 58
		SP:Iteration 66Q (119349.300000 sec): 3 clusters
  Score: Raw -501038.167623 + Penalty 2697.833207 = -498340.334415
  nChanged 45
		SP:Iteration 67Q (119349.430000 sec): 3 clusters
  Score: Raw -501065.093501 + Penalty 2697.833207 = -498367.260293
  nChanged 39
		SP:Iteration 68Q (119349.610000 sec): 3 clusters
  Score: Raw -501089.909825 + Penalty 2697.833207 = -498392.076617
  nChanged 41
		SP:Iteration 69Q (119349.820000 sec): 3 clusters
  Score: Raw -501112.758456 + Penalty 2697.833207 = -498414.925249
  nChanged 33
		SP:Iteration 70Q (119350.050000 sec): 3 clusters
  Score: Raw -501131.276473 + Penalty 2697.833207 = -498433.443266
  nChanged 31
		SP:Iteration 71Q (119350.230000 sec): 3 clusters
  Score: Raw -501149.399017 + Penalty 2697.833207 = -498451.565809
  nChanged 22
		SP:Iteration 72Q (119350.430000 sec): 3 clusters
  Score: Raw -501163.405331 + Penalty 2697.833207 = -498465.572124
  nChanged 24
		SP:Iteration 73Q (119350.610000 sec): 3 clusters
  Score: Raw -501180.680720 + Penalty 2697.833207 = -498482.847513
  nChanged 28
		SP:Iteration 74Q (119350.810000 sec): 3 clusters
  Score: Raw -501199.742313 + Penalty 2697.833207 = -498501.909105
  nChanged 23
		SP:Iteration 75Q (119350.960000 sec): 3 clusters
  Score: Raw -501217.322894 + Penalty 2697.833207 = -498519.489686
  nChanged 19
		SP:Iteration 76Q (119351.110000 sec): 3 clusters
  Score: Raw -501231.642180 + Penalty 2697.833207 = -498533.808973
  nChanged 28
		SP:Iteration 77Q (119351.230000 sec): 3 clusters
  Score: Raw -501249.765627 + Penalty 2697.833207 = -498551.932420
  nChanged 19
		SP:Iteration 78Q (119351.410000 sec): 3 clusters
  Score: Raw -501260.333726 + Penalty 2697.833207 = -498562.500518
  nChanged 8
		SP:Iteration 79Q (119351.550000 sec): 3 clusters
  Score: Raw -501266.444578 + Penalty 2697.833207 = -498568.611371
  nChanged 8
		SP:Iteration 80F (119351.700000 sec): 3 clusters
  Score: Raw -501272.012358 + Penalty 2697.833207 = -498574.179151
  nChanged 8
		SP:Iteration 81Q (119351.830000 sec): 3 clusters
  Score: Raw -501276.929892 + Penalty 2697.833207 = -498579.096684
  nChanged 6
		SP:Iteration 82Q (119351.960000 sec): 3 clusters
  Score: Raw -501282.032850 + Penalty 2697.833207 = -498584.199643
  nChanged 9
		SP:Iteration 83Q (119352.110000 sec): 3 clusters
  Score: Raw -501291.070139 + Penalty 2697.833207 = -498593.236932
  nChanged 11
		SP:Iteration 84Q (119352.250000 sec): 3 clusters
  Score: Raw -501298.279056 + Penalty 2697.833207 = -498600.445849
  nChanged 8
		SP:Iteration 85Q (119352.390000 sec): 3 clusters
  Score: Raw -501303.936379 + Penalty 2697.833207 = -498606.103172
  nChanged 12
		SP:Iteration 86Q (119352.580000 sec): 3 clusters
  Score: Raw -501315.270849 + Penalty 2697.833207 = -498617.437642
  nChanged 6
		SP:Iteration 87Q (119352.710000 sec): 3 clusters
  Score: Raw -501318.398549 + Penalty 2697.833207 = -498620.565341
  nChanged 5
		SP:Iteration 88Q (119352.850000 sec): 3 clusters
  Score: Raw -501322.300418 + Penalty 2697.833207 = -498624.467211
  nChanged 7
		SP:Iteration 89Q (119353.050000 sec): 3 clusters
  Score: Raw -501325.732581 + Penalty 2697.833207 = -498627.899373
  nChanged 3
		SP:Iteration 90Q (119353.170000 sec): 3 clusters
  Score: Raw -501328.350922 + Penalty 2697.833207 = -498630.517715
  nChanged 6
		SP:Iteration 91Q (119353.310000 sec): 3 clusters
  Score: Raw -501330.874068 + Penalty 2697.833207 = -498633.040861
  nChanged 4
		SP:Iteration 92Q (119353.460000 sec): 3 clusters
  Score: Raw -501333.282425 + Penalty 2697.833207 = -498635.449218
  nChanged 2
		SP:Iteration 93Q (119353.600000 sec): 3 clusters
  Score: Raw -501334.494623 + Penalty 2697.833207 = -498636.661416
  nChanged 3
		SP:Iteration 94Q (119353.750000 sec): 3 clusters
  Score: Raw -501336.379480 + Penalty 2697.833207 = -498638.546272
  nChanged 2
		SP:Iteration 95Q (119353.890000 sec): 3 clusters
  Score: Raw -501337.188663 + Penalty 2697.833207 = -498639.355456
  nChanged 1
		SP:Iteration 96Q (119354.030000 sec): 3 clusters
  Score: Raw -501337.452163 + Penalty 2697.833207 = -498639.618955
  nChanged 0
		SP:Iteration 97F (119354.180000 sec): 3 clusters
  Score: Raw -501337.452163 + Penalty 2697.833207 = -498639.618955
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (14355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119354.310000 sec): 2 clusters
  Score: Raw -1578995.819791 + Penalty 1555.426209 = -1577440.393582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119354.580000 sec): 3 clusters
  Score: Raw -1570606.343486 + Penalty 3110.852418 = -1567495.491068
  nChanged 6366
		SP:Iteration 1F (119354.800000 sec): 3 clusters
  Score: Raw -1573997.901551 + Penalty 3110.852418 = -1570887.049133
  nChanged 823
		SP:Iteration 2F (119355.070000 sec): 3 clusters
  Score: Raw -1574310.877423 + Penalty 3110.852418 = -1571200.025006
  nChanged 708
		SP:Iteration 3Q (119355.310000 sec): 3 clusters
  Score: Raw -1574577.328877 + Penalty 3110.852418 = -1571466.476459
  nChanged 586
		SP:Iteration 4Q (119355.570000 sec): 3 clusters
  Score: Raw -1574801.064484 + Penalty 3110.852418 = -1571690.212066
  nChanged 586
		SP:Iteration 5Q (119355.840000 sec): 3 clusters
  Score: Raw -1575048.558048 + Penalty 3110.852418 = -1571937.705630
  nChanged 631
		SP:Iteration 6Q (119356.140000 sec): 3 clusters
  Score: Raw -1575334.877491 + Penalty 3110.852418 = -1572224.025074
  nChanged 590
		SP:Iteration 7Q (119356.450000 sec): 3 clusters
  Score: Raw -1575608.186327 + Penalty 3110.852418 = -1572497.333909
  nChanged 576
		SP:Iteration 8Q (119356.710000 sec): 3 clusters
  Score: Raw -1575885.024124 + Penalty 3110.852418 = -1572774.171706
  nChanged 525
		SP:Iteration 9Q (119357.010000 sec): 3 clusters
  Score: Raw -1576121.394573 + Penalty 3110.852418 = -1573010.542155
  nChanged 505
		SP:Iteration 10Q (119357.210000 sec): 3 clusters
  Score: Raw -1576337.710372 + Penalty 3110.852418 = -1573226.857954
  nChanged 485
		SP:Iteration 11Q (119357.490000 sec): 3 clusters
  Score: Raw -1576554.787974 + Penalty 3110.852418 = -1573443.935557
  nChanged 445
		SP:Iteration 12Q (119357.730000 sec): 3 clusters
  Score: Raw -1576754.210865 + Penalty 3110.852418 = -1573643.358447
  nChanged 413
		SP:Iteration 13Q (119358.010000 sec): 3 clusters
  Score: Raw -1576935.578047 + Penalty 3110.852418 = -1573824.725629
  nChanged 394
		SP:Iteration 14Q (119358.250000 sec): 3 clusters
  Score: Raw -1577106.907559 + Penalty 3110.852418 = -1573996.055141
  nChanged 341
		SP:Iteration 15Q (119358.580000 sec): 3 clusters
  Score: Raw -1577236.472095 + Penalty 3110.852418 = -1574125.619678
  nChanged 319
		SP:Iteration 16Q (119358.910000 sec): 3 clusters
  Score: Raw -1577355.317997 + Penalty 3110.852418 = -1574244.465579
  nChanged 281
		SP:Iteration 17Q (119359.170000 sec): 3 clusters
  Score: Raw -1577453.481195 + Penalty 3110.852418 = -1574342.628777
  nChanged 261
		SP:Iteration 18Q (119359.480000 sec): 3 clusters
  Score: Raw -1577545.422522 + Penalty 3110.852418 = -1574434.570104
  nChanged 249
		SP:Iteration 19Q (119359.750000 sec): 3 clusters
  Score: Raw -1577629.509208 + Penalty 3110.852418 = -1574518.656790
  nChanged 235
		SP:Iteration 20F (119360.030000 sec): 3 clusters
  Score: Raw -1577706.695073 + Penalty 3110.852418 = -1574595.842655
  nChanged 237
		SP:Iteration 21Q (119360.230000 sec): 3 clusters
  Score: Raw -1577793.147824 + Penalty 3110.852418 = -1574682.295407
  nChanged 244
		SP:Iteration 22Q (119360.510000 sec): 3 clusters
  Score: Raw -1577879.224976 + Penalty 3110.852418 = -1574768.372558
  nChanged 216
		SP:Iteration 23Q (119360.750000 sec): 3 clusters
  Score: Raw -1577957.408789 + Penalty 3110.852418 = -1574846.556371
  nChanged 209
		SP:Iteration 24Q (119361.040000 sec): 3 clusters
  Score: Raw -1578036.468354 + Penalty 3110.852418 = -1574925.615937
  nChanged 224
		SP:Iteration 25Q (119361.240000 sec): 3 clusters
  Score: Raw -1578127.177788 + Penalty 3110.852418 = -1575016.325371
  nChanged 216
		SP:Iteration 26Q (119361.490000 sec): 3 clusters
  Score: Raw -1578218.103930 + Penalty 3110.852418 = -1575107.251512
  nChanged 209
		SP:Iteration 27Q (119361.790000 sec): 3 clusters
  Score: Raw -1578307.227302 + Penalty 3110.852418 = -1575196.374884
  nChanged 214
		SP:Iteration 28Q (119362.060000 sec): 3 clusters
  Score: Raw -1578398.852700 + Penalty 3110.852418 = -1575288.000283
  nChanged 205
		SP:Iteration 29Q (119362.360000 sec): 3 clusters
  Score: Raw -1578488.934150 + Penalty 3110.852418 = -1575378.081733
  nChanged 166
		SP:Iteration 30Q (119362.730000 sec): 3 clusters
  Score: Raw -1578559.710678 + Penalty 3110.852418 = -1575448.858260
  nChanged 165
		SP:Iteration 31Q (119363.050000 sec): 3 clusters
  Score: Raw -1578631.964853 + Penalty 3110.852418 = -1575521.112436
  nChanged 169
		SP:Iteration 32Q (119363.350000 sec): 3 clusters
  Score: Raw -1578703.566515 + Penalty 3110.852418 = -1575592.714098
  nChanged 152
		SP:Iteration 33Q (119363.660000 sec): 3 clusters
  Score: Raw -1578771.120855 + Penalty 3110.852418 = -1575660.268438
  nChanged 125
		SP:Iteration 34Q (119363.940000 sec): 3 clusters
  Score: Raw -1578825.813028 + Penalty 3110.852418 = -1575714.960610
  nChanged 140
		SP:Iteration 35Q (119364.170000 sec): 3 clusters
  Score: Raw -1578896.481436 + Penalty 3110.852418 = -1575785.629018
  nChanged 124
		SP:Iteration 36Q (119364.470000 sec): 3 clusters
  Score: Raw -1578958.362242 + Penalty 3110.852418 = -1575847.509825
  nChanged 111
		SP:Iteration 37Q (119364.760000 sec): 3 clusters
  Score: Raw -1579010.019279 + Penalty 3110.852418 = -1575899.166862
  nChanged 99
		SP:Iteration 38Q (119365.030000 sec): 3 clusters
  Score: Raw -1579055.864835 + Penalty 3110.852418 = -1575945.012417
  nChanged 95
		SP:Iteration 39Q (119365.260000 sec): 3 clusters
  Score: Raw -1579099.880933 + Penalty 3110.852418 = -1575989.028516
  nChanged 60
		SP:Iteration 40F (119365.530000 sec): 3 clusters
  Score: Raw -1579125.153296 + Penalty 3110.852418 = -1576014.300878
  nChanged 47
		SP:Iteration 41Q (119365.780000 sec): 3 clusters
  Score: Raw -1579141.827993 + Penalty 3110.852418 = -1576030.975575
  nChanged 35
		SP:Iteration 42Q (119366.110000 sec): 3 clusters
  Score: Raw -1579155.262485 + Penalty 3110.852418 = -1576044.410067
  nChanged 28
		SP:Iteration 43Q (119366.300000 sec): 3 clusters
  Score: Raw -1579167.266934 + Penalty 3110.852418 = -1576056.414517
  nChanged 40
		SP:Iteration 44Q (119366.560000 sec): 3 clusters
  Score: Raw -1579185.310567 + Penalty 3110.852418 = -1576074.458149
  nChanged 33
		SP:Iteration 45Q (119366.760000 sec): 3 clusters
  Score: Raw -1579197.335347 + Penalty 3110.852418 = -1576086.482929
  nChanged 27
		SP:Iteration 46Q (119367.080000 sec): 3 clusters
  Score: Raw -1579206.425540 + Penalty 3110.852418 = -1576095.573123
  nChanged 21
		SP:Iteration 47Q (119367.350000 sec): 3 clusters
  Score: Raw -1579215.157337 + Penalty 3110.852418 = -1576104.304919
  nChanged 25
		SP:Iteration 48Q (119367.640000 sec): 3 clusters
  Score: Raw -1579224.557710 + Penalty 3110.852418 = -1576113.705292
  nChanged 28
		SP:Iteration 49Q (119367.900000 sec): 3 clusters
  Score: Raw -1579235.329838 + Penalty 3110.852418 = -1576124.477420
  nChanged 28
		SP:Iteration 50Q (119368.150000 sec): 3 clusters
  Score: Raw -1579247.196966 + Penalty 3110.852418 = -1576136.344549
  nChanged 22
		SP:Iteration 51Q (119368.330000 sec): 3 clusters
  Score: Raw -1579256.563596 + Penalty 3110.852418 = -1576145.711179
  nChanged 20
		SP:Iteration 52Q (119368.590000 sec): 3 clusters
  Score: Raw -1579265.015220 + Penalty 3110.852418 = -1576154.162802
  nChanged 20
		SP:Iteration 53Q (119368.790000 sec): 3 clusters
  Score: Raw -1579272.640218 + Penalty 3110.852418 = -1576161.787801
  nChanged 18
		SP:Iteration 54Q (119369.030000 sec): 3 clusters
  Score: Raw -1579281.692762 + Penalty 3110.852418 = -1576170.840344
  nChanged 15
		SP:Iteration 55Q (119369.290000 sec): 3 clusters
  Score: Raw -1579286.632369 + Penalty 3110.852418 = -1576175.779951
  nChanged 10
		SP:Iteration 56Q (119369.520000 sec): 3 clusters
  Score: Raw -1579292.048034 + Penalty 3110.852418 = -1576181.195616
  nChanged 11
		SP:Iteration 57Q (119369.800000 sec): 3 clusters
  Score: Raw -1579296.416573 + Penalty 3110.852418 = -1576185.564155
  nChanged 3
		SP:Iteration 58Q (119370.030000 sec): 3 clusters
  Score: Raw -1579297.624566 + Penalty 3110.852418 = -1576186.772149
  nChanged 4
		SP:Iteration 59Q (119370.260000 sec): 3 clusters
  Score: Raw -1579298.602527 + Penalty 3110.852418 = -1576187.750109
  nChanged 4
		SP:Iteration 60F (119370.510000 sec): 3 clusters
  Score: Raw -1579299.666011 + Penalty 3110.852418 = -1576188.813593
  nChanged 5
		SP:Iteration 61Q (119370.740000 sec): 3 clusters
  Score: Raw -1579300.781095 + Penalty 3110.852418 = -1576189.928677
  nChanged 3
		SP:Iteration 62Q (119370.970000 sec): 3 clusters
  Score: Raw -1579301.521492 + Penalty 3110.852418 = -1576190.669075
  nChanged 2
		SP:Iteration 63Q (119371.270000 sec): 3 clusters
  Score: Raw -1579302.006158 + Penalty 3110.852418 = -1576191.153740
  nChanged 2
		SP:Iteration 64Q (119371.470000 sec): 3 clusters
  Score: Raw -1579302.691494 + Penalty 3110.852418 = -1576191.839077
  nChanged 2
		SP:Iteration 65Q (119371.740000 sec): 3 clusters
  Score: Raw -1579303.444982 + Penalty 3110.852418 = -1576192.592564
  nChanged 3
		SP:Iteration 66Q (119372.050000 sec): 3 clusters
  Score: Raw -1579304.518884 + Penalty 3110.852418 = -1576193.666466
  nChanged 2
		SP:Iteration 67Q (119372.280000 sec): 3 clusters
  Score: Raw -1579305.294937 + Penalty 3110.852418 = -1576194.442519
  nChanged 3
		SP:Iteration 68Q (119372.560000 sec): 3 clusters
  Score: Raw -1579306.530741 + Penalty 3110.852418 = -1576195.678324
  nChanged 2
		SP:Iteration 69Q (119372.780000 sec): 3 clusters
  Score: Raw -1579307.022964 + Penalty 3110.852418 = -1576196.170546
  nChanged 2
		SP:Iteration 70Q (119373.080000 sec): 3 clusters
  Score: Raw -1579307.528310 + Penalty 3110.852418 = -1576196.675892
  nChanged 1
		SP:Iteration 71Q (119373.310000 sec): 3 clusters
  Score: Raw -1579307.841240 + Penalty 3110.852418 = -1576196.988822
  nChanged 1
		SP:Iteration 72Q (119373.530000 sec): 3 clusters
  Score: Raw -1579308.155729 + Penalty 3110.852418 = -1576197.303312
  nChanged 0
		SP:Iteration 73F (119373.810000 sec): 3 clusters
  Score: Raw -1579308.155729 + Penalty 3110.852418 = -1576197.303312
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119373.980000 sec): 2 clusters
  Score: Raw -100056.556773 + Penalty 1128.727274 = -98927.829499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119374.190000 sec): 3 clusters
  Score: Raw -99733.601758 + Penalty 2257.454547 = -97476.147211
  nChanged 309
		SP:Iteration 1F (119374.350000 sec): 3 clusters
  Score: Raw -100046.134870 + Penalty 2257.454547 = -97788.680323
  nChanged 116
		SP:Iteration 2F (119374.490000 sec): 3 clusters
  Score: Raw -100202.091176 + Penalty 2257.454547 = -97944.636629
  nChanged 84
		SP:Iteration 3F (119374.650000 sec): 3 clusters
  Score: Raw -100312.459061 + Penalty 2257.454547 = -98055.004514
  nChanged 54
		SP:Iteration 4F (119374.810000 sec): 3 clusters
  Score: Raw -100386.764132 + Penalty 2257.454547 = -98129.309585
  nChanged 36
		SP:Iteration 5Q (119374.920000 sec): 3 clusters
  Score: Raw -100434.333605 + Penalty 2257.454547 = -98176.879058
  nChanged 29
		SP:Iteration 6Q (119375.060000 sec): 3 clusters
  Score: Raw -100471.256042 + Penalty 2257.454547 = -98213.801495
  nChanged 24
		SP:Iteration 7Q (119375.220000 sec): 3 clusters
  Score: Raw -100516.271225 + Penalty 2257.454547 = -98258.816678
  nChanged 14
		SP:Iteration 8Q (119375.320000 sec): 3 clusters
  Score: Raw -100534.597350 + Penalty 2257.454547 = -98277.142803
  nChanged 12
		SP:Iteration 9Q (119375.470000 sec): 3 clusters
  Score: Raw -100547.494503 + Penalty 2257.454547 = -98290.039956
  nChanged 7
		SP:Iteration 10Q (119375.630000 sec): 3 clusters
  Score: Raw -100556.563811 + Penalty 2257.454547 = -98299.109264
  nChanged 4
		SP:Iteration 11Q (119375.820000 sec): 3 clusters
  Score: Raw -100561.212691 + Penalty 2257.454547 = -98303.758144
  nChanged 3
		SP:Iteration 12Q (119375.970000 sec): 3 clusters
  Score: Raw -100563.857959 + Penalty 2257.454547 = -98306.403412
  nChanged 1
		SP:Iteration 13Q (119376.140000 sec): 3 clusters
  Score: Raw -100564.228979 + Penalty 2257.454547 = -98306.774432
  nChanged 0
		SP:Iteration 14F (119376.290000 sec): 3 clusters
  Score: Raw -100564.228979 + Penalty 2257.454547 = -98306.774432
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119376.580000 sec): 2 clusters
  Score: Raw -3179872.197185 + Penalty 1677.997341 = -3178194.199844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119376.900000 sec): 3 clusters
  Score: Raw -3160991.855011 + Penalty 3355.994683 = -3157635.860328
  nChanged 14106
		SP:Iteration 1F (119377.260000 sec): 3 clusters
  Score: Raw -3168908.379896 + Penalty 3355.994683 = -3165552.385213
  nChanged 1555
		SP:Iteration 2F (119377.660000 sec): 3 clusters
  Score: Raw -3169533.320876 + Penalty 3355.994683 = -3166177.326193
  nChanged 1530
		SP:Iteration 3F (119377.990000 sec): 3 clusters
  Score: Raw -3170217.579295 + Penalty 3355.994683 = -3166861.584612
  nChanged 1594
		SP:Iteration 4F (119378.390000 sec): 3 clusters
  Score: Raw -3171026.189307 + Penalty 3355.994683 = -3167670.194624
  nChanged 1747
		SP:Iteration 5F (119378.790000 sec): 3 clusters
  Score: Raw -3171991.480657 + Penalty 3355.994683 = -3168635.485974
  nChanged 1739
		SP:Iteration 6F (119379.180000 sec): 3 clusters
  Score: Raw -3173069.730446 + Penalty 3355.994683 = -3169713.735763
  nChanged 1787
		SP:Iteration 7F (119379.550000 sec): 3 clusters
  Score: Raw -3174316.385795 + Penalty 3355.994683 = -3170960.391112
  nChanged 1647
		SP:Iteration 8F (119379.880000 sec): 3 clusters
  Score: Raw -3175513.763891 + Penalty 3355.994683 = -3172157.769209
  nChanged 1472
		SP:Iteration 9Q (119380.290000 sec): 3 clusters
  Score: Raw -3176587.696386 + Penalty 3355.994683 = -3173231.701704
  nChanged 1217
		SP:Iteration 10Q (119380.700000 sec): 3 clusters
  Score: Raw -3177415.767958 + Penalty 3355.994683 = -3174059.773275
  nChanged 916
		SP:Iteration 11Q (119381.050000 sec): 3 clusters
  Score: Raw -3177994.710793 + Penalty 3355.994683 = -3174638.716110
  nChanged 697
		SP:Iteration 12Q (119381.310000 sec): 3 clusters
  Score: Raw -3178392.446309 + Penalty 3355.994683 = -3175036.451626
  nChanged 581
		SP:Iteration 13Q (119381.650000 sec): 3 clusters
  Score: Raw -3178709.940409 + Penalty 3355.994683 = -3175353.945726
  nChanged 470
		SP:Iteration 14Q (119382.050000 sec): 3 clusters
  Score: Raw -3178939.730670 + Penalty 3355.994683 = -3175583.735988
  nChanged 388
		SP:Iteration 15Q (119382.430000 sec): 3 clusters
  Score: Raw -3179132.434814 + Penalty 3355.994683 = -3175776.440131
  nChanged 364
		SP:Iteration 16Q (119382.750000 sec): 3 clusters
  Score: Raw -3179315.032567 + Penalty 3355.994683 = -3175959.037884
  nChanged 311
		SP:Iteration 17Q (119383.120000 sec): 3 clusters
  Score: Raw -3179466.401743 + Penalty 3355.994683 = -3176110.407060
  nChanged 265
		SP:Iteration 18Q (119383.470000 sec): 3 clusters
  Score: Raw -3179586.405523 + Penalty 3355.994683 = -3176230.410841
  nChanged 212
		SP:Iteration 19Q (119383.830000 sec): 3 clusters
  Score: Raw -3179685.888621 + Penalty 3355.994683 = -3176329.893938
  nChanged 201
		SP:Iteration 20F (119384.150000 sec): 3 clusters
  Score: Raw -3179781.343586 + Penalty 3355.994683 = -3176425.348903
  nChanged 163
		SP:Iteration 21Q (119384.530000 sec): 3 clusters
  Score: Raw -3179853.516918 + Penalty 3355.994683 = -3176497.522235
  nChanged 127
		SP:Iteration 22Q (119384.850000 sec): 3 clusters
  Score: Raw -3179909.726957 + Penalty 3355.994683 = -3176553.732274
  nChanged 98
		SP:Iteration 23Q (119385.190000 sec): 3 clusters
  Score: Raw -3179959.426840 + Penalty 3355.994683 = -3176603.432158
  nChanged 75
		SP:Iteration 24Q (119385.570000 sec): 3 clusters
  Score: Raw -3179990.447520 + Penalty 3355.994683 = -3176634.452838
  nChanged 54
		SP:Iteration 25Q (119385.910000 sec): 3 clusters
  Score: Raw -3180013.298637 + Penalty 3355.994683 = -3176657.303954
  nChanged 44
		SP:Iteration 26Q (119386.290000 sec): 3 clusters
  Score: Raw -3180034.111889 + Penalty 3355.994683 = -3176678.117206
  nChanged 32
		SP:Iteration 27Q (119386.680000 sec): 3 clusters
  Score: Raw -3180048.256212 + Penalty 3355.994683 = -3176692.261529
  nChanged 29
		SP:Iteration 28Q (119387.030000 sec): 3 clusters
  Score: Raw -3180062.356325 + Penalty 3355.994683 = -3176706.361642
  nChanged 26
		SP:Iteration 29Q (119387.350000 sec): 3 clusters
  Score: Raw -3180070.677551 + Penalty 3355.994683 = -3176714.682868
  nChanged 14
		SP:Iteration 30Q (119387.650000 sec): 3 clusters
  Score: Raw -3180075.224093 + Penalty 3355.994683 = -3176719.229411
  nChanged 8
		SP:Iteration 31Q (119387.990000 sec): 3 clusters
  Score: Raw -3180077.418786 + Penalty 3355.994683 = -3176721.424103
  nChanged 4
		SP:Iteration 32Q (119388.300000 sec): 3 clusters
  Score: Raw -3180078.388402 + Penalty 3355.994683 = -3176722.393719
  nChanged 1
		SP:Iteration 33Q (119388.670000 sec): 3 clusters
  Score: Raw -3180078.502665 + Penalty 3355.994683 = -3176722.507982
  nChanged 2
		SP:Iteration 34Q (119389.020000 sec): 3 clusters
  Score: Raw -3180078.799377 + Penalty 3355.994683 = -3176722.804694
  nChanged 3
		SP:Iteration 35Q (119389.330000 sec): 3 clusters
  Score: Raw -3180079.361848 + Penalty 3355.994683 = -3176723.367165
  nChanged 2
		SP:Iteration 36Q (119389.700000 sec): 3 clusters
  Score: Raw -3180079.771526 + Penalty 3355.994683 = -3176723.776843
  nChanged 4
		SP:Iteration 37Q (119390.090000 sec): 3 clusters
  Score: Raw -3180080.273748 + Penalty 3355.994683 = -3176724.279065
  nChanged 3
		SP:Iteration 38Q (119390.460000 sec): 3 clusters
  Score: Raw -3180081.151072 + Penalty 3355.994683 = -3176725.156389
  nChanged 8
		SP:Iteration 39Q (119390.760000 sec): 3 clusters
  Score: Raw -3180084.083397 + Penalty 3355.994683 = -3176728.088714
  nChanged 10
		SP:Iteration 40F (119391.120000 sec): 3 clusters
  Score: Raw -3180087.091086 + Penalty 3355.994683 = -3176731.096403
  nChanged 10
		SP:Iteration 41Q (119391.470000 sec): 3 clusters
  Score: Raw -3180090.052442 + Penalty 3355.994683 = -3176734.057759
  nChanged 10
		SP:Iteration 42Q (119391.760000 sec): 3 clusters
  Score: Raw -3180092.994542 + Penalty 3355.994683 = -3176736.999859
  nChanged 8
		SP:Iteration 43Q (119392.120000 sec): 3 clusters
  Score: Raw -3180095.270116 + Penalty 3355.994683 = -3176739.275433
  nChanged 3
		SP:Iteration 44Q (119392.410000 sec): 3 clusters
  Score: Raw -3180095.873199 + Penalty 3355.994683 = -3176739.878516
  nChanged 3
		SP:Iteration 45Q (119392.720000 sec): 3 clusters
  Score: Raw -3180096.562417 + Penalty 3355.994683 = -3176740.567734
  nChanged 0
		SP:Iteration 46F (119393.080000 sec): 3 clusters
  Score: Raw -3180096.562417 + Penalty 3355.994683 = -3176740.567734
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119393.240000 sec): 2 clusters
  Score: Raw -48029.700844 + Penalty 982.697979 = -47047.002865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119393.430000 sec): 3 clusters
  Score: Raw -48015.474647 + Penalty 1965.395958 = -46050.078689
  nChanged 78
		SP:Iteration 1F (119393.610000 sec): 3 clusters
  Score: Raw -48227.520055 + Penalty 1965.395958 = -46262.124097
  nChanged 20
		SP:Iteration 2Q (119393.770000 sec): 3 clusters
  Score: Raw -48277.540275 + Penalty 1965.395958 = -46312.144317
  nChanged 10
		SP:Iteration 3Q (119393.940000 sec): 3 clusters
  Score: Raw -48295.220098 + Penalty 1965.395958 = -46329.824140
  nChanged 7
		SP:Iteration 4Q (119394.150000 sec): 3 clusters
  Score: Raw -48305.378871 + Penalty 1965.395958 = -46339.982912
  nChanged 4
		SP:Iteration 5Q (119394.340000 sec): 3 clusters
  Score: Raw -48316.630710 + Penalty 1965.395958 = -46351.234752
  nChanged 4
		SP:Iteration 6Q (119394.590000 sec): 3 clusters
  Score: Raw -48330.225251 + Penalty 1965.395958 = -46364.829293
  nChanged 2
		SP:Iteration 7Q (119394.700000 sec): 3 clusters
  Score: Raw -48333.166317 + Penalty 1965.395958 = -46367.770359
  nChanged 1
		SP:Iteration 8Q (119394.880000 sec): 3 clusters
  Score: Raw -48333.728797 + Penalty 1965.395958 = -46368.332839
  nChanged 0
		SP:Iteration 9F (119395.090000 sec): 3 clusters
  Score: Raw -48333.728797 + Penalty 1965.395958 = -46368.332839
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (47193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119395.500000 sec): 2 clusters
  Score: Raw -5268877.654313 + Penalty 1748.825139 = -5267128.829174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119395.940000 sec): 3 clusters
  Score: Raw -5239151.612996 + Penalty 3497.650278 = -5235653.962718
  nChanged 22085
		SP:Iteration 1F (119396.350000 sec): 3 clusters
  Score: Raw -5252030.700897 + Penalty 3497.650278 = -5248533.050619
  nChanged 2528
		SP:Iteration 2F (119396.770000 sec): 3 clusters
  Score: Raw -5253084.107031 + Penalty 3497.650278 = -5249586.456753
  nChanged 2707
		SP:Iteration 3F (119397.170000 sec): 3 clusters
  Score: Raw -5254405.874356 + Penalty 3497.650278 = -5250908.224078
  nChanged 2970
		SP:Iteration 4F (119397.620000 sec): 3 clusters
  Score: Raw -5255996.863013 + Penalty 3497.650278 = -5252499.212735
  nChanged 2990
		SP:Iteration 5F (119398.070000 sec): 3 clusters
  Score: Raw -5257649.944659 + Penalty 3497.650278 = -5254152.294380
  nChanged 2733
		SP:Iteration 6F (119398.480000 sec): 3 clusters
  Score: Raw -5259290.025789 + Penalty 3497.650278 = -5255792.375511
  nChanged 2624
		SP:Iteration 7F (119398.990000 sec): 3 clusters
  Score: Raw -5261016.287497 + Penalty 3497.650278 = -5257518.637218
  nChanged 2502
		SP:Iteration 8F (119399.490000 sec): 3 clusters
  Score: Raw -5262807.661311 + Penalty 3497.650278 = -5259310.011033
  nChanged 2187
		SP:Iteration 9Q (119400.000000 sec): 3 clusters
  Score: Raw -5264440.660553 + Penalty 3497.650278 = -5260943.010275
  nChanged 1789
		SP:Iteration 10Q (119400.470000 sec): 3 clusters
  Score: Raw -5265819.804879 + Penalty 3497.650278 = -5262322.154600
  nChanged 1356
		SP:Iteration 11Q (119400.990000 sec): 3 clusters
  Score: Raw -5266830.015900 + Penalty 3497.650278 = -5263332.365622
  nChanged 1034
		SP:Iteration 12Q (119401.400000 sec): 3 clusters
  Score: Raw -5267580.998931 + Penalty 3497.650278 = -5264083.348652
  nChanged 713
		SP:Iteration 13Q (119401.840000 sec): 3 clusters
  Score: Raw -5268093.753313 + Penalty 3497.650278 = -5264596.103035
  nChanged 502
		SP:Iteration 14Q (119402.330000 sec): 3 clusters
  Score: Raw -5268457.344202 + Penalty 3497.650278 = -5264959.693924
  nChanged 367
		SP:Iteration 15Q (119402.740000 sec): 3 clusters
  Score: Raw -5268728.385198 + Penalty 3497.650278 = -5265230.734920
  nChanged 243
		SP:Iteration 16Q (119403.150000 sec): 3 clusters
  Score: Raw -5268891.209879 + Penalty 3497.650278 = -5265393.559600
  nChanged 157
		SP:Iteration 17Q (119403.510000 sec): 3 clusters
  Score: Raw -5268989.690682 + Penalty 3497.650278 = -5265492.040404
  nChanged 106
		SP:Iteration 18Q (119403.910000 sec): 3 clusters
  Score: Raw -5269051.062365 + Penalty 3497.650278 = -5265553.412087
  nChanged 85
		SP:Iteration 19Q (119404.240000 sec): 3 clusters
  Score: Raw -5269104.533262 + Penalty 3497.650278 = -5265606.882984
  nChanged 67
		SP:Iteration 20F (119404.600000 sec): 3 clusters
  Score: Raw -5269145.392552 + Penalty 3497.650278 = -5265647.742274
  nChanged 57
		SP:Iteration 21Q (119404.940000 sec): 3 clusters
  Score: Raw -5269177.224897 + Penalty 3497.650278 = -5265679.574619
  nChanged 42
		SP:Iteration 22Q (119405.410000 sec): 3 clusters
  Score: Raw -5269197.925895 + Penalty 3497.650278 = -5265700.275617
  nChanged 27
		SP:Iteration 23Q (119405.820000 sec): 3 clusters
  Score: Raw -5269209.196327 + Penalty 3497.650278 = -5265711.546049
  nChanged 18
		SP:Iteration 24Q (119406.260000 sec): 3 clusters
  Score: Raw -5269216.596945 + Penalty 3497.650278 = -5265718.946667
  nChanged 17
		SP:Iteration 25Q (119406.600000 sec): 3 clusters
  Score: Raw -5269223.593140 + Penalty 3497.650278 = -5265725.942862
  nChanged 12
		SP:Iteration 26Q (119407.040000 sec): 3 clusters
  Score: Raw -5269228.192247 + Penalty 3497.650278 = -5265730.541969
  nChanged 9
		SP:Iteration 27Q (119407.460000 sec): 3 clusters
  Score: Raw -5269231.924248 + Penalty 3497.650278 = -5265734.273970
  nChanged 9
		SP:Iteration 28Q (119407.880000 sec): 3 clusters
  Score: Raw -5269235.726828 + Penalty 3497.650278 = -5265738.076550
  nChanged 7
		SP:Iteration 29Q (119408.320000 sec): 3 clusters
  Score: Raw -5269240.447223 + Penalty 3497.650278 = -5265742.796945
  nChanged 12
		SP:Iteration 30Q (119408.810000 sec): 3 clusters
  Score: Raw -5269244.760155 + Penalty 3497.650278 = -5265747.109877
  nChanged 10
		SP:Iteration 31Q (119409.190000 sec): 3 clusters
  Score: Raw -5269250.539748 + Penalty 3497.650278 = -5265752.889470
  nChanged 9
		SP:Iteration 32Q (119409.610000 sec): 3 clusters
  Score: Raw -5269255.982274 + Penalty 3497.650278 = -5265758.331996
  nChanged 11
		SP:Iteration 33Q (119410.030000 sec): 3 clusters
  Score: Raw -5269259.855238 + Penalty 3497.650278 = -5265762.204960
  nChanged 5
		SP:Iteration 34Q (119410.420000 sec): 3 clusters
  Score: Raw -5269262.207024 + Penalty 3497.650278 = -5265764.556746
  nChanged 2
		SP:Iteration 35Q (119410.870000 sec): 3 clusters
  Score: Raw -5269262.653965 + Penalty 3497.650278 = -5265765.003687
  nChanged 0
		SP:Iteration 36F (119411.290000 sec): 3 clusters
  Score: Raw -5269262.653965 + Penalty 3497.650278 = -5265765.003687
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119411.800000 sec): 2 clusters
  Score: Raw -10789011.165283 + Penalty 1856.520063 = -10787154.645219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119412.630000 sec): 3 clusters
  Score: Raw -10729406.776423 + Penalty 3713.040127 = -10725693.736296
  nChanged 43695
		SP:Iteration 1F (119413.470000 sec): 3 clusters
  Score: Raw -10755122.499278 + Penalty 3713.040127 = -10751409.459151
  nChanged 3664
		SP:Iteration 2Q (119414.200000 sec): 3 clusters
  Score: Raw -10756371.499090 + Penalty 3713.040127 = -10752658.458963
  nChanged 4598
		SP:Iteration 3F (119414.890000 sec): 3 clusters
  Score: Raw -10758467.597696 + Penalty 3713.040127 = -10754754.557569
  nChanged 5873
		SP:Iteration 4F (119415.620000 sec): 3 clusters
  Score: Raw -10762011.716004 + Penalty 3713.040127 = -10758298.675877
  nChanged 7333
		SP:Iteration 5F (119416.370000 sec): 3 clusters
  Score: Raw -10767732.688594 + Penalty 3713.040127 = -10764019.648467
  nChanged 8043
		SP:Iteration 6F (119417.170000 sec): 3 clusters
  Score: Raw -10775233.181640 + Penalty 3713.040127 = -10771520.141513
  nChanged 6955
		SP:Iteration 7F (119417.860000 sec): 3 clusters
  Score: Raw -10782211.916161 + Penalty 3713.040127 = -10778498.876034
  nChanged 4372
		SP:Iteration 8Q (119418.630000 sec): 3 clusters
  Score: Raw -10786589.084285 + Penalty 3713.040127 = -10782876.044158
  nChanged 1817
		SP:Iteration 9Q (119419.340000 sec): 3 clusters
  Score: Raw -10788328.667367 + Penalty 3713.040127 = -10784615.627240
  nChanged 572
		SP:Iteration 10Q (119420.030000 sec): 3 clusters
  Score: Raw -10788865.657891 + Penalty 3713.040127 = -10785152.617764
  nChanged 156
		SP:Iteration 11Q (119420.740000 sec): 3 clusters
  Score: Raw -10789045.673487 + Penalty 3713.040127 = -10785332.633360
  nChanged 53
		SP:Iteration 12Q (119421.340000 sec): 3 clusters
  Score: Raw -10789140.661133 + Penalty 3713.040127 = -10785427.621006
  nChanged 25
		SP:Iteration 13Q (119421.940000 sec): 3 clusters
  Score: Raw -10789171.404202 + Penalty 3713.040127 = -10785458.364075
  nChanged 9
		SP:Iteration 14Q (119422.540000 sec): 3 clusters
  Score: Raw -10789183.571708 + Penalty 3713.040127 = -10785470.531581
  nChanged 9
		SP:Iteration 15Q (119423.190000 sec): 3 clusters
  Score: Raw -10789198.720615 + Penalty 3713.040127 = -10785485.680488
  nChanged 9
		SP:Iteration 16Q (119423.860000 sec): 3 clusters
  Score: Raw -10789206.991100 + Penalty 3713.040127 = -10785493.950973
  nChanged 2
		SP:Iteration 17Q (119424.450000 sec): 3 clusters
  Score: Raw -10789210.622305 + Penalty 3713.040127 = -10785497.582178
  nChanged 5
		SP:Iteration 18Q (119425.130000 sec): 3 clusters
  Score: Raw -10789220.003446 + Penalty 3713.040127 = -10785506.963319
  nChanged 12
		SP:Iteration 19Q (119425.780000 sec): 3 clusters
  Score: Raw -10789238.500428 + Penalty 3713.040127 = -10785525.460301
  nChanged 5
		SP:Iteration 20F (119426.480000 sec): 3 clusters
  Score: Raw -10789248.481356 + Penalty 3713.040127 = -10785535.441229
  nChanged 4
		SP:Iteration 21Q (119427.090000 sec): 3 clusters
  Score: Raw -10789254.002033 + Penalty 3713.040127 = -10785540.961906
  nChanged 2
		SP:Iteration 22Q (119427.740000 sec): 3 clusters
  Score: Raw -10789257.529294 + Penalty 3713.040127 = -10785544.489167
  nChanged 1
		SP:Iteration 23Q (119428.380000 sec): 3 clusters
  Score: Raw -10789261.028007 + Penalty 3713.040127 = -10785547.987880
  nChanged 1
		SP:Iteration 24Q (119429.000000 sec): 3 clusters
  Score: Raw -10789262.032591 + Penalty 3713.040127 = -10785548.992464
  nChanged 2
		SP:Iteration 25Q (119429.620000 sec): 3 clusters
  Score: Raw -10789264.258424 + Penalty 3713.040127 = -10785551.218297
  nChanged 1
		SP:Iteration 26Q (119430.270000 sec): 3 clusters
  Score: Raw -10789266.373394 + Penalty 3713.040127 = -10785553.333267
  nChanged 0
		SP:Iteration 27F (119430.980000 sec): 3 clusters
  Score: Raw -10789266.373394 + Penalty 3713.040127 = -10785553.333267
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119431.120000 sec): 2 clusters
  Score: Raw -115960.275727 + Penalty 1167.502237 = -114792.773490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119431.320000 sec): 3 clusters
  Score: Raw -115472.475249 + Penalty 2335.004475 = -113137.470774
  nChanged 419
		SP:Iteration 1F (119431.500000 sec): 3 clusters
  Score: Raw -115817.826936 + Penalty 2335.004475 = -113482.822462
  nChanged 131
		SP:Iteration 2F (119431.700000 sec): 3 clusters
  Score: Raw -115989.527934 + Penalty 2335.004475 = -113654.523460
  nChanged 102
		SP:Iteration 3F (119431.890000 sec): 3 clusters
  Score: Raw -116155.417313 + Penalty 2335.004475 = -113820.412839
  nChanged 83
		SP:Iteration 4F (119432.110000 sec): 3 clusters
  Score: Raw -116268.466167 + Penalty 2335.004475 = -113933.461692
  nChanged 71
		SP:Iteration 5F (119432.280000 sec): 3 clusters
  Score: Raw -116370.409526 + Penalty 2335.004475 = -114035.405051
  nChanged 60
		SP:Iteration 6Q (119432.470000 sec): 3 clusters
  Score: Raw -116440.741831 + Penalty 2335.004475 = -114105.737356
  nChanged 52
		SP:Iteration 7Q (119432.680000 sec): 3 clusters
  Score: Raw -116511.323034 + Penalty 2335.004475 = -114176.318560
  nChanged 41
		SP:Iteration 8Q (119432.860000 sec): 3 clusters
  Score: Raw -116569.750134 + Penalty 2335.004475 = -114234.745660
  nChanged 48
		SP:Iteration 9Q (119433.060000 sec): 3 clusters
  Score: Raw -116647.898308 + Penalty 2335.004475 = -114312.893834
  nChanged 41
		SP:Iteration 10Q (119433.200000 sec): 3 clusters
  Score: Raw -116705.001056 + Penalty 2335.004475 = -114369.996582
  nChanged 35
		SP:Iteration 11Q (119433.370000 sec): 3 clusters
  Score: Raw -116742.855614 + Penalty 2335.004475 = -114407.851139
  nChanged 26
		SP:Iteration 12Q (119433.470000 sec): 3 clusters
  Score: Raw -116765.813715 + Penalty 2335.004475 = -114430.809240
  nChanged 12
		SP:Iteration 13Q (119433.620000 sec): 3 clusters
  Score: Raw -116775.689253 + Penalty 2335.004475 = -114440.684778
  nChanged 9
		SP:Iteration 14Q (119433.760000 sec): 3 clusters
  Score: Raw -116782.176317 + Penalty 2335.004475 = -114447.171842
  nChanged 5
		SP:Iteration 15Q (119433.900000 sec): 3 clusters
  Score: Raw -116787.331816 + Penalty 2335.004475 = -114452.327342
  nChanged 10
		SP:Iteration 16Q (119434.050000 sec): 3 clusters
  Score: Raw -116795.562902 + Penalty 2335.004475 = -114460.558428
  nChanged 9
		SP:Iteration 17Q (119434.240000 sec): 3 clusters
  Score: Raw -116801.717818 + Penalty 2335.004475 = -114466.713343
  nChanged 3
		SP:Iteration 18Q (119434.340000 sec): 3 clusters
  Score: Raw -116804.797977 + Penalty 2335.004475 = -114469.793502
  nChanged 2
		SP:Iteration 19Q (119434.490000 sec): 3 clusters
  Score: Raw -116805.467352 + Penalty 2335.004475 = -114470.462878
  nChanged 2
		SP:Iteration 20F (119434.680000 sec): 3 clusters
  Score: Raw -116806.205631 + Penalty 2335.004475 = -114471.201157
  nChanged 1
		SP:Iteration 21Q (119434.840000 sec): 3 clusters
  Score: Raw -116809.430632 + Penalty 2335.004475 = -114474.426157
  nChanged 2
		SP:Iteration 22Q (119435.050000 sec): 3 clusters
  Score: Raw -116811.224028 + Penalty 2335.004475 = -114476.219554
  nChanged 2
		SP:Iteration 23Q (119435.240000 sec): 3 clusters
  Score: Raw -116812.489046 + Penalty 2335.004475 = -114477.484571
  nChanged 0
		SP:Iteration 24F (119435.400000 sec): 3 clusters
  Score: Raw -116812.489046 + Penalty 2335.004475 = -114477.484571
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119435.550000 sec): 2 clusters
  Score: Raw -967162.767265 + Penalty 1475.815032 = -965686.952233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119435.770000 sec): 3 clusters
  Score: Raw -962373.945310 + Penalty 2951.630064 = -959422.315247
  nChanged 3729
		SP:Iteration 1F (119436.000000 sec): 3 clusters
  Score: Raw -964378.750440 + Penalty 2951.630064 = -961427.120376
  nChanged 590
		SP:Iteration 2F (119436.310000 sec): 3 clusters
  Score: Raw -964698.583161 + Penalty 2951.630064 = -961746.953097
  nChanged 510
		SP:Iteration 3F (119436.500000 sec): 3 clusters
  Score: Raw -964998.729209 + Penalty 2951.630064 = -962047.099146
  nChanged 526
		SP:Iteration 4F (119436.730000 sec): 3 clusters
  Score: Raw -965326.367072 + Penalty 2951.630064 = -962374.737009
  nChanged 506
		SP:Iteration 5F (119437.010000 sec): 3 clusters
  Score: Raw -965641.692563 + Penalty 2951.630064 = -962690.062500
  nChanged 491
		SP:Iteration 6F (119437.250000 sec): 3 clusters
  Score: Raw -965947.079812 + Penalty 2951.630064 = -962995.449748
  nChanged 383
		SP:Iteration 7Q (119437.420000 sec): 3 clusters
  Score: Raw -966165.327404 + Penalty 2951.630064 = -963213.697340
  nChanged 324
		SP:Iteration 8Q (119437.680000 sec): 3 clusters
  Score: Raw -966362.083989 + Penalty 2951.630064 = -963410.453926
  nChanged 279
		SP:Iteration 9Q (119437.930000 sec): 3 clusters
  Score: Raw -966538.336922 + Penalty 2951.630064 = -963586.706859
  nChanged 230
		SP:Iteration 10Q (119438.180000 sec): 3 clusters
  Score: Raw -966664.001296 + Penalty 2951.630064 = -963712.371233
  nChanged 194
		SP:Iteration 11Q (119438.380000 sec): 3 clusters
  Score: Raw -966760.430942 + Penalty 2951.630064 = -963808.800879
  nChanged 162
		SP:Iteration 12Q (119438.660000 sec): 3 clusters
  Score: Raw -966836.561192 + Penalty 2951.630064 = -963884.931129
  nChanged 151
		SP:Iteration 13Q (119438.900000 sec): 3 clusters
  Score: Raw -966903.199392 + Penalty 2951.630064 = -963951.569328
  nChanged 126
		SP:Iteration 14Q (119439.100000 sec): 3 clusters
  Score: Raw -966960.757051 + Penalty 2951.630064 = -964009.126988
  nChanged 112
		SP:Iteration 15Q (119439.320000 sec): 3 clusters
  Score: Raw -967010.708141 + Penalty 2951.630064 = -964059.078077
  nChanged 86
		SP:Iteration 16Q (119439.560000 sec): 3 clusters
  Score: Raw -967050.210179 + Penalty 2951.630064 = -964098.580116
  nChanged 103
		SP:Iteration 17Q (119439.760000 sec): 3 clusters
  Score: Raw -967094.923625 + Penalty 2951.630064 = -964143.293561
  nChanged 96
		SP:Iteration 18Q (119439.980000 sec): 3 clusters
  Score: Raw -967137.099417 + Penalty 2951.630064 = -964185.469353
  nChanged 92
		SP:Iteration 19Q (119440.200000 sec): 3 clusters
  Score: Raw -967174.793759 + Penalty 2951.630064 = -964223.163695
  nChanged 65
		SP:Iteration 20F (119440.390000 sec): 3 clusters
  Score: Raw -967197.393152 + Penalty 2951.630064 = -964245.763089
  nChanged 72
		SP:Iteration 21Q (119440.600000 sec): 3 clusters
  Score: Raw -967225.002637 + Penalty 2951.630064 = -964273.372574
  nChanged 80
		SP:Iteration 22Q (119440.800000 sec): 3 clusters
  Score: Raw -967260.091898 + Penalty 2951.630064 = -964308.461835
  nChanged 60
		SP:Iteration 23Q (119441.030000 sec): 3 clusters
  Score: Raw -967285.826120 + Penalty 2951.630064 = -964334.196057
  nChanged 62
		SP:Iteration 24Q (119441.250000 sec): 3 clusters
  Score: Raw -967309.366652 + Penalty 2951.630064 = -964357.736588
  nChanged 47
		SP:Iteration 25Q (119441.480000 sec): 3 clusters
  Score: Raw -967326.382584 + Penalty 2951.630064 = -964374.752520
  nChanged 30
		SP:Iteration 26Q (119441.750000 sec): 3 clusters
  Score: Raw -967337.146654 + Penalty 2951.630064 = -964385.516591
  nChanged 26
		SP:Iteration 27Q (119441.960000 sec): 3 clusters
  Score: Raw -967346.593894 + Penalty 2951.630064 = -964394.963831
  nChanged 24
		SP:Iteration 28Q (119442.190000 sec): 3 clusters
  Score: Raw -967354.767173 + Penalty 2951.630064 = -964403.137110
  nChanged 17
		SP:Iteration 29Q (119442.370000 sec): 3 clusters
  Score: Raw -967360.513859 + Penalty 2951.630064 = -964408.883795
  nChanged 17
		SP:Iteration 30Q (119442.610000 sec): 3 clusters
  Score: Raw -967366.043398 + Penalty 2951.630064 = -964414.413334
  nChanged 15
		SP:Iteration 31Q (119442.840000 sec): 3 clusters
  Score: Raw -967371.154342 + Penalty 2951.630064 = -964419.524279
  nChanged 13
		SP:Iteration 32Q (119443.050000 sec): 3 clusters
  Score: Raw -967375.397217 + Penalty 2951.630064 = -964423.767153
  nChanged 17
		SP:Iteration 33Q (119443.290000 sec): 3 clusters
  Score: Raw -967382.428386 + Penalty 2951.630064 = -964430.798322
  nChanged 21
		SP:Iteration 34Q (119443.560000 sec): 3 clusters
  Score: Raw -967389.955372 + Penalty 2951.630064 = -964438.325309
  nChanged 25
		SP:Iteration 35Q (119443.770000 sec): 3 clusters
  Score: Raw -967399.803331 + Penalty 2951.630064 = -964448.173268
  nChanged 20
		SP:Iteration 36Q (119443.950000 sec): 3 clusters
  Score: Raw -967410.663478 + Penalty 2951.630064 = -964459.033415
  nChanged 23
		SP:Iteration 37Q (119444.180000 sec): 3 clusters
  Score: Raw -967418.718293 + Penalty 2951.630064 = -964467.088229
  nChanged 20
		SP:Iteration 38Q (119444.390000 sec): 3 clusters
  Score: Raw -967426.155911 + Penalty 2951.630064 = -964474.525847
  nChanged 16
		SP:Iteration 39Q (119444.620000 sec): 3 clusters
  Score: Raw -967431.941620 + Penalty 2951.630064 = -964480.311556
  nChanged 13
		SP:Iteration 40F (119444.830000 sec): 3 clusters
  Score: Raw -967436.252268 + Penalty 2951.630064 = -964484.622205
  nChanged 10
		SP:Iteration 41Q (119445.060000 sec): 3 clusters
  Score: Raw -967439.449235 + Penalty 2951.630064 = -964487.819171
  nChanged 10
		SP:Iteration 42Q (119445.250000 sec): 3 clusters
  Score: Raw -967443.043350 + Penalty 2951.630064 = -964491.413286
  nChanged 11
		SP:Iteration 43Q (119445.480000 sec): 3 clusters
  Score: Raw -967446.452223 + Penalty 2951.630064 = -964494.822159
  nChanged 6
		SP:Iteration 44Q (119445.620000 sec): 3 clusters
  Score: Raw -967448.102421 + Penalty 2951.630064 = -964496.472357
  nChanged 6
		SP:Iteration 45Q (119445.840000 sec): 3 clusters
  Score: Raw -967449.984850 + Penalty 2951.630064 = -964498.354787
  nChanged 9
		SP:Iteration 46Q (119446.100000 sec): 3 clusters
  Score: Raw -967452.932056 + Penalty 2951.630064 = -964501.301992
  nChanged 7
		SP:Iteration 47Q (119446.280000 sec): 3 clusters
  Score: Raw -967454.425832 + Penalty 2951.630064 = -964502.795768
  nChanged 5
		SP:Iteration 48Q (119446.500000 sec): 3 clusters
  Score: Raw -967455.764218 + Penalty 2951.630064 = -964504.134154
  nChanged 2
		SP:Iteration 49Q (119446.710000 sec): 3 clusters
  Score: Raw -967456.537349 + Penalty 2951.630064 = -964504.907285
  nChanged 4
		SP:Iteration 50Q (119446.930000 sec): 3 clusters
  Score: Raw -967459.450985 + Penalty 2951.630064 = -964507.820922
  nChanged 3
		SP:Iteration 51Q (119447.160000 sec): 3 clusters
  Score: Raw -967460.666932 + Penalty 2951.630064 = -964509.036869
  nChanged 4
		SP:Iteration 52Q (119447.430000 sec): 3 clusters
  Score: Raw -967462.094108 + Penalty 2951.630064 = -964510.464044
  nChanged 3
		SP:Iteration 53Q (119447.590000 sec): 3 clusters
  Score: Raw -967462.777152 + Penalty 2951.630064 = -964511.147088
  nChanged 3
		SP:Iteration 54Q (119447.840000 sec): 3 clusters
  Score: Raw -967463.348853 + Penalty 2951.630064 = -964511.718790
  nChanged 2
		SP:Iteration 55Q (119448.080000 sec): 3 clusters
  Score: Raw -967464.129068 + Penalty 2951.630064 = -964512.499005
  nChanged 4
		SP:Iteration 56Q (119448.300000 sec): 3 clusters
  Score: Raw -967465.178320 + Penalty 2951.630064 = -964513.548257
  nChanged 2
		SP:Iteration 57Q (119448.550000 sec): 3 clusters
  Score: Raw -967465.311192 + Penalty 2951.630064 = -964513.681128
  nChanged 0
		SP:Iteration 58F (119448.740000 sec): 3 clusters
  Score: Raw -967465.311192 + Penalty 2951.630064 = -964513.681128
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119448.850000 sec): 2 clusters
  Score: Raw -820328.085480 + Penalty 1451.377195 = -818876.708286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119449.060000 sec): 3 clusters
  Score: Raw -816182.199215 + Penalty 2902.754389 = -813279.444826
  nChanged 3213
		SP:Iteration 1F (119449.260000 sec): 3 clusters
  Score: Raw -817928.395392 + Penalty 2902.754389 = -815025.641003
  nChanged 500
		SP:Iteration 2F (119449.480000 sec): 3 clusters
  Score: Raw -818128.250182 + Penalty 2902.754389 = -815225.495793
  nChanged 352
		SP:Iteration 3Q (119449.700000 sec): 3 clusters
  Score: Raw -818259.640002 + Penalty 2902.754389 = -815356.885613
  nChanged 284
		SP:Iteration 4Q (119449.920000 sec): 3 clusters
  Score: Raw -818366.713772 + Penalty 2902.754389 = -815463.959383
  nChanged 234
		SP:Iteration 5Q (119450.160000 sec): 3 clusters
  Score: Raw -818464.182890 + Penalty 2902.754389 = -815561.428501
  nChanged 243
		SP:Iteration 6Q (119450.410000 sec): 3 clusters
  Score: Raw -818564.306293 + Penalty 2902.754389 = -815661.551904
  nChanged 237
		SP:Iteration 7Q (119450.660000 sec): 3 clusters
  Score: Raw -818650.427811 + Penalty 2902.754389 = -815747.673422
  nChanged 197
		SP:Iteration 8Q (119450.900000 sec): 3 clusters
  Score: Raw -818721.266470 + Penalty 2902.754389 = -815818.512081
  nChanged 196
		SP:Iteration 9Q (119451.180000 sec): 3 clusters
  Score: Raw -818790.695844 + Penalty 2902.754389 = -815887.941455
  nChanged 176
		SP:Iteration 10Q (119451.390000 sec): 3 clusters
  Score: Raw -818850.796976 + Penalty 2902.754389 = -815948.042586
  nChanged 189
		SP:Iteration 11Q (119451.600000 sec): 3 clusters
  Score: Raw -818920.992543 + Penalty 2902.754389 = -816018.238154
  nChanged 203
		SP:Iteration 12Q (119451.800000 sec): 3 clusters
  Score: Raw -818996.350859 + Penalty 2902.754389 = -816093.596469
  nChanged 186
		SP:Iteration 13Q (119451.990000 sec): 3 clusters
  Score: Raw -819068.910860 + Penalty 2902.754389 = -816166.156470
  nChanged 194
		SP:Iteration 14Q (119452.180000 sec): 3 clusters
  Score: Raw -819175.239074 + Penalty 2902.754389 = -816272.484685
  nChanged 214
		SP:Iteration 15Q (119452.390000 sec): 3 clusters
  Score: Raw -819293.409122 + Penalty 2902.754389 = -816390.654733
  nChanged 213
		SP:Iteration 16Q (119452.570000 sec): 3 clusters
  Score: Raw -819428.829762 + Penalty 2902.754389 = -816526.075373
  nChanged 229
		SP:Iteration 17Q (119452.800000 sec): 3 clusters
  Score: Raw -819595.377097 + Penalty 2902.754389 = -816692.622708
  nChanged 227
		SP:Iteration 18Q (119452.950000 sec): 3 clusters
  Score: Raw -819748.657637 + Penalty 2902.754389 = -816845.903248
  nChanged 209
		SP:Iteration 19Q (119453.220000 sec): 3 clusters
  Score: Raw -819877.486487 + Penalty 2902.754389 = -816974.732098
  nChanged 178
		SP:Iteration 20F (119453.510000 sec): 3 clusters
  Score: Raw -819981.213690 + Penalty 2902.754389 = -817078.459301
  nChanged 156
		SP:Iteration 21Q (119453.730000 sec): 3 clusters
  Score: Raw -820063.573989 + Penalty 2902.754389 = -817160.819600
  nChanged 133
		SP:Iteration 22Q (119453.980000 sec): 3 clusters
  Score: Raw -820126.004146 + Penalty 2902.754389 = -817223.249757
  nChanged 120
		SP:Iteration 23Q (119454.230000 sec): 3 clusters
  Score: Raw -820183.504670 + Penalty 2902.754389 = -817280.750281
  nChanged 91
		SP:Iteration 24Q (119454.440000 sec): 3 clusters
  Score: Raw -820221.780829 + Penalty 2902.754389 = -817319.026440
  nChanged 84
		SP:Iteration 25Q (119454.690000 sec): 3 clusters
  Score: Raw -820256.776275 + Penalty 2902.754389 = -817354.021886
  nChanged 61
		SP:Iteration 26Q (119454.920000 sec): 3 clusters
  Score: Raw -820283.529174 + Penalty 2902.754389 = -817380.774785
  nChanged 63
		SP:Iteration 27Q (119455.190000 sec): 3 clusters
  Score: Raw -820315.202342 + Penalty 2902.754389 = -817412.447953
  nChanged 62
		SP:Iteration 28Q (119455.450000 sec): 3 clusters
  Score: Raw -820343.672983 + Penalty 2902.754389 = -817440.918594
  nChanged 55
		SP:Iteration 29Q (119455.670000 sec): 3 clusters
  Score: Raw -820368.203667 + Penalty 2902.754389 = -817465.449278
  nChanged 46
		SP:Iteration 30Q (119455.860000 sec): 3 clusters
  Score: Raw -820387.825664 + Penalty 2902.754389 = -817485.071275
  nChanged 49
		SP:Iteration 31Q (119456.060000 sec): 3 clusters
  Score: Raw -820409.619083 + Penalty 2902.754389 = -817506.864694
  nChanged 48
		SP:Iteration 32Q (119456.240000 sec): 3 clusters
  Score: Raw -820431.366653 + Penalty 2902.754389 = -817528.612264
  nChanged 47
		SP:Iteration 33Q (119456.470000 sec): 3 clusters
  Score: Raw -820451.249871 + Penalty 2902.754389 = -817548.495481
  nChanged 43
		SP:Iteration 34Q (119456.660000 sec): 3 clusters
  Score: Raw -820472.024936 + Penalty 2902.754389 = -817569.270547
  nChanged 43
		SP:Iteration 35Q (119456.900000 sec): 3 clusters
  Score: Raw -820491.694830 + Penalty 2902.754389 = -817588.940441
  nChanged 36
		SP:Iteration 36Q (119457.110000 sec): 3 clusters
  Score: Raw -820502.788575 + Penalty 2902.754389 = -817600.034186
  nChanged 26
		SP:Iteration 37Q (119457.330000 sec): 3 clusters
  Score: Raw -820511.856289 + Penalty 2902.754389 = -817609.101900
  nChanged 19
		SP:Iteration 38Q (119457.550000 sec): 3 clusters
  Score: Raw -820517.814186 + Penalty 2902.754389 = -817615.059797
  nChanged 18
		SP:Iteration 39Q (119457.790000 sec): 3 clusters
  Score: Raw -820523.409515 + Penalty 2902.754389 = -817620.655126
  nChanged 17
		SP:Iteration 40F (119458.030000 sec): 3 clusters
  Score: Raw -820528.860351 + Penalty 2902.754389 = -817626.105962
  nChanged 10
		SP:Iteration 41Q (119458.270000 sec): 3 clusters
  Score: Raw -820533.106244 + Penalty 2902.754389 = -817630.351855
  nChanged 15
		SP:Iteration 42Q (119458.490000 sec): 3 clusters
  Score: Raw -820537.828001 + Penalty 2902.754389 = -817635.073612
  nChanged 13
		SP:Iteration 43Q (119458.710000 sec): 3 clusters
  Score: Raw -820543.433637 + Penalty 2902.754389 = -817640.679247
  nChanged 18
		SP:Iteration 44Q (119458.910000 sec): 3 clusters
  Score: Raw -820548.572088 + Penalty 2902.754389 = -817645.817699
  nChanged 18
		SP:Iteration 45Q (119459.150000 sec): 3 clusters
  Score: Raw -820555.939013 + Penalty 2902.754389 = -817653.184624
  nChanged 12
		SP:Iteration 46Q (119459.370000 sec): 3 clusters
  Score: Raw -820559.674950 + Penalty 2902.754389 = -817656.920560
  nChanged 3
		SP:Iteration 47Q (119459.600000 sec): 3 clusters
  Score: Raw -820560.809168 + Penalty 2902.754389 = -817658.054779
  nChanged 2
		SP:Iteration 48Q (119459.890000 sec): 3 clusters
  Score: Raw -820561.844016 + Penalty 2902.754389 = -817659.089626
  nChanged 1
		SP:Iteration 49Q (119460.150000 sec): 3 clusters
  Score: Raw -820561.894819 + Penalty 2902.754389 = -817659.140430
  nChanged 0
		SP:Iteration 50F (119460.410000 sec): 3 clusters
  Score: Raw -820561.894819 + Penalty 2902.754389 = -817659.140430
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (175867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119461.320000 sec): 2 clusters
  Score: Raw -18416332.545285 + Penalty 1962.591037 = -18414369.954248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119462.390000 sec): 3 clusters
  Score: Raw -18300222.574016 + Penalty 3925.182075 = -18296297.391941
  nChanged 85332
		SP:Iteration 1F (119463.500000 sec): 3 clusters
  Score: Raw -18352102.428625 + Penalty 3925.182075 = -18348177.246550
  nChanged 7948
		SP:Iteration 2Q (119464.810000 sec): 3 clusters
  Score: Raw -18355140.970490 + Penalty 3925.182075 = -18351215.788415
  nChanged 9150
		SP:Iteration 3F (119465.880000 sec): 3 clusters
  Score: Raw -18359367.146123 + Penalty 3925.182075 = -18355441.964048
  nChanged 10266
		SP:Iteration 4F (119467.100000 sec): 3 clusters
  Score: Raw -18365076.594350 + Penalty 3925.182075 = -18361151.412275
  nChanged 11188
		SP:Iteration 5F (119468.280000 sec): 3 clusters
  Score: Raw -18372316.107700 + Penalty 3925.182075 = -18368390.925626
  nChanged 11436
		SP:Iteration 6F (119469.440000 sec): 3 clusters
  Score: Raw -18380534.386185 + Penalty 3925.182075 = -18376609.204110
  nChanged 10432
		SP:Iteration 7F (119470.590000 sec): 3 clusters
  Score: Raw -18388573.555817 + Penalty 3925.182075 = -18384648.373742
  nChanged 8844
		SP:Iteration 8F (119471.760000 sec): 3 clusters
  Score: Raw -18395647.336642 + Penalty 3925.182075 = -18391722.154567
  nChanged 6910
		SP:Iteration 9Q (119472.920000 sec): 3 clusters
  Score: Raw -18400848.232478 + Penalty 3925.182075 = -18396923.050403
  nChanged 5186
		SP:Iteration 10Q (119474.060000 sec): 3 clusters
  Score: Raw -18404414.062330 + Penalty 3925.182075 = -18400488.880255
  nChanged 4120
		SP:Iteration 11Q (119475.210000 sec): 3 clusters
  Score: Raw -18407057.587317 + Penalty 3925.182075 = -18403132.405243
  nChanged 3466
		SP:Iteration 12Q (119476.270000 sec): 3 clusters
  Score: Raw -18409214.095949 + Penalty 3925.182075 = -18405288.913875
  nChanged 2876
		SP:Iteration 13Q (119477.430000 sec): 3 clusters
  Score: Raw -18410927.291376 + Penalty 3925.182075 = -18407002.109302
  nChanged 2454
		SP:Iteration 14Q (119478.580000 sec): 3 clusters
  Score: Raw -18412385.112274 + Penalty 3925.182075 = -18408459.930200
  nChanged 2025
		SP:Iteration 15Q (119479.610000 sec): 3 clusters
  Score: Raw -18413582.186596 + Penalty 3925.182075 = -18409657.004521
  nChanged 1584
		SP:Iteration 16Q (119480.710000 sec): 3 clusters
  Score: Raw -18414498.584438 + Penalty 3925.182075 = -18410573.402364
  nChanged 1214
		SP:Iteration 17Q (119481.670000 sec): 3 clusters
  Score: Raw -18415209.165389 + Penalty 3925.182075 = -18411283.983314
  nChanged 842
		SP:Iteration 18Q (119482.710000 sec): 3 clusters
  Score: Raw -18415689.128969 + Penalty 3925.182075 = -18411763.946894
  nChanged 574
		SP:Iteration 19Q (119483.750000 sec): 3 clusters
  Score: Raw -18415995.835305 + Penalty 3925.182075 = -18412070.653231
  nChanged 405
		SP:Iteration 20F (119484.890000 sec): 3 clusters
  Score: Raw -18416228.864747 + Penalty 3925.182075 = -18412303.682672
  nChanged 273
		SP:Iteration 21Q (119485.870000 sec): 3 clusters
  Score: Raw -18416381.134638 + Penalty 3925.182075 = -18412455.952563
  nChanged 193
		SP:Iteration 22Q (119486.880000 sec): 3 clusters
  Score: Raw -18416487.321759 + Penalty 3925.182075 = -18412562.139684
  nChanged 130
		SP:Iteration 23Q (119487.930000 sec): 3 clusters
  Score: Raw -18416571.914588 + Penalty 3925.182075 = -18412646.732514
  nChanged 110
		SP:Iteration 24Q (119489.040000 sec): 3 clusters
  Score: Raw -18416654.252089 + Penalty 3925.182075 = -18412729.070014
  nChanged 92
		SP:Iteration 25Q (119490.030000 sec): 3 clusters
  Score: Raw -18416726.468044 + Penalty 3925.182075 = -18412801.285969
  nChanged 81
		SP:Iteration 26Q (119491.020000 sec): 3 clusters
  Score: Raw -18416779.679588 + Penalty 3925.182075 = -18412854.497514
  nChanged 62
		SP:Iteration 27Q (119492.070000 sec): 3 clusters
  Score: Raw -18416821.486070 + Penalty 3925.182075 = -18412896.303995
  nChanged 57
		SP:Iteration 28Q (119493.050000 sec): 3 clusters
  Score: Raw -18416854.075417 + Penalty 3925.182075 = -18412928.893343
  nChanged 42
		SP:Iteration 29Q (119494.130000 sec): 3 clusters
  Score: Raw -18416875.621861 + Penalty 3925.182075 = -18412950.439786
  nChanged 45
		SP:Iteration 30Q (119495.190000 sec): 3 clusters
  Score: Raw -18416899.689584 + Penalty 3925.182075 = -18412974.507510
  nChanged 32
		SP:Iteration 31Q (119496.220000 sec): 3 clusters
  Score: Raw -18416914.117137 + Penalty 3925.182075 = -18412988.935063
  nChanged 23
		SP:Iteration 32Q (119497.170000 sec): 3 clusters
  Score: Raw -18416925.111882 + Penalty 3925.182075 = -18412999.929807
  nChanged 22
		SP:Iteration 33Q (119498.150000 sec): 3 clusters
  Score: Raw -18416933.847842 + Penalty 3925.182075 = -18413008.665768
  nChanged 17
		SP:Iteration 34Q (119499.150000 sec): 3 clusters
  Score: Raw -18416939.743540 + Penalty 3925.182075 = -18413014.561465
  nChanged 9
		SP:Iteration 35Q (119500.110000 sec): 3 clusters
  Score: Raw -18416943.323562 + Penalty 3925.182075 = -18413018.141487
  nChanged 12
		SP:Iteration 36Q (119501.100000 sec): 3 clusters
  Score: Raw -18416948.001139 + Penalty 3925.182075 = -18413022.819064
  nChanged 15
		SP:Iteration 37Q (119502.090000 sec): 3 clusters
  Score: Raw -18416952.932994 + Penalty 3925.182075 = -18413027.750920
  nChanged 8
		SP:Iteration 38Q (119503.540000 sec): 3 clusters
  Score: Raw -18416955.550803 + Penalty 3925.182075 = -18413030.368729
  nChanged 4
		SP:Iteration 39Q (119504.850000 sec): 3 clusters
  Score: Raw -18416956.440951 + Penalty 3925.182075 = -18413031.258877
  nChanged 1
		SP:Iteration 40F (119506.270000 sec): 3 clusters
  Score: Raw -18416956.714374 + Penalty 3925.182075 = -18413031.532299
  nChanged 2
		SP:Iteration 41Q (119507.510000 sec): 3 clusters
  Score: Raw -18416957.556465 + Penalty 3925.182075 = -18413032.374390
  nChanged 1
		SP:Iteration 42Q (119508.820000 sec): 3 clusters
  Score: Raw -18416957.716887 + Penalty 3925.182075 = -18413032.534812
  nChanged 0
		SP:Iteration 43F (119510.240000 sec): 3 clusters
  Score: Raw -18416957.716887 + Penalty 3925.182075 = -18413032.534812
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (12781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119510.390000 sec): 2 clusters
  Score: Raw -1403058.725021 + Penalty 1536.553683 = -1401522.171338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119510.660000 sec): 3 clusters
  Score: Raw -1395584.599886 + Penalty 3073.107366 = -1392511.492520
  nChanged 5561
		SP:Iteration 1F (119510.890000 sec): 3 clusters
  Score: Raw -1398661.006543 + Penalty 3073.107366 = -1395587.899177
  nChanged 790
		SP:Iteration 2F (119511.150000 sec): 3 clusters
  Score: Raw -1399006.457474 + Penalty 3073.107366 = -1395933.350108
  nChanged 662
		SP:Iteration 3F (119511.410000 sec): 3 clusters
  Score: Raw -1399278.050164 + Penalty 3073.107366 = -1396204.942798
  nChanged 597
		SP:Iteration 4Q (119511.630000 sec): 3 clusters
  Score: Raw -1399554.081655 + Penalty 3073.107366 = -1396480.974289
  nChanged 624
		SP:Iteration 5Q (119511.900000 sec): 3 clusters
  Score: Raw -1399904.353171 + Penalty 3073.107366 = -1396831.245805
  nChanged 675
		SP:Iteration 6F (119512.170000 sec): 3 clusters
  Score: Raw -1400309.446327 + Penalty 3073.107366 = -1397236.338961
  nChanged 674
		SP:Iteration 7F (119512.400000 sec): 3 clusters
  Score: Raw -1400739.764376 + Penalty 3073.107366 = -1397666.657010
  nChanged 679
		SP:Iteration 8F (119512.630000 sec): 3 clusters
  Score: Raw -1401178.177131 + Penalty 3073.107366 = -1398105.069765
  nChanged 573
		SP:Iteration 9Q (119512.900000 sec): 3 clusters
  Score: Raw -1401513.087435 + Penalty 3073.107366 = -1398439.980069
  nChanged 460
		SP:Iteration 10Q (119513.130000 sec): 3 clusters
  Score: Raw -1401756.861324 + Penalty 3073.107366 = -1398683.753958
  nChanged 388
		SP:Iteration 11Q (119513.390000 sec): 3 clusters
  Score: Raw -1401940.789705 + Penalty 3073.107366 = -1398867.682339
  nChanged 306
		SP:Iteration 12Q (119513.620000 sec): 3 clusters
  Score: Raw -1402068.537541 + Penalty 3073.107366 = -1398995.430175
  nChanged 253
		SP:Iteration 13Q (119513.890000 sec): 3 clusters
  Score: Raw -1402173.878828 + Penalty 3073.107366 = -1399100.771462
  nChanged 235
		SP:Iteration 14Q (119514.150000 sec): 3 clusters
  Score: Raw -1402263.516958 + Penalty 3073.107366 = -1399190.409592
  nChanged 187
		SP:Iteration 15Q (119514.390000 sec): 3 clusters
  Score: Raw -1402336.368218 + Penalty 3073.107366 = -1399263.260852
  nChanged 179
		SP:Iteration 16Q (119514.620000 sec): 3 clusters
  Score: Raw -1402403.459281 + Penalty 3073.107366 = -1399330.351915
  nChanged 175
		SP:Iteration 17Q (119514.840000 sec): 3 clusters
  Score: Raw -1402465.825372 + Penalty 3073.107366 = -1399392.718006
  nChanged 165
		SP:Iteration 18Q (119515.110000 sec): 3 clusters
  Score: Raw -1402522.525008 + Penalty 3073.107366 = -1399449.417642
  nChanged 142
		SP:Iteration 19Q (119515.410000 sec): 3 clusters
  Score: Raw -1402566.352571 + Penalty 3073.107366 = -1399493.245205
  nChanged 134
		SP:Iteration 20F (119515.660000 sec): 3 clusters
  Score: Raw -1402608.782203 + Penalty 3073.107366 = -1399535.674837
  nChanged 114
		SP:Iteration 21Q (119515.880000 sec): 3 clusters
  Score: Raw -1402641.860711 + Penalty 3073.107366 = -1399568.753345
  nChanged 99
		SP:Iteration 22Q (119516.130000 sec): 3 clusters
  Score: Raw -1402669.846005 + Penalty 3073.107366 = -1399596.738639
  nChanged 98
		SP:Iteration 23Q (119516.360000 sec): 3 clusters
  Score: Raw -1402695.529516 + Penalty 3073.107366 = -1399622.422150
  nChanged 81
		SP:Iteration 24Q (119516.620000 sec): 3 clusters
  Score: Raw -1402715.728726 + Penalty 3073.107366 = -1399642.621360
  nChanged 69
		SP:Iteration 25Q (119516.880000 sec): 3 clusters
  Score: Raw -1402731.810483 + Penalty 3073.107366 = -1399658.703117
  nChanged 68
		SP:Iteration 26Q (119517.110000 sec): 3 clusters
  Score: Raw -1402749.987856 + Penalty 3073.107366 = -1399676.880490
  nChanged 74
		SP:Iteration 27Q (119517.360000 sec): 3 clusters
  Score: Raw -1402770.401435 + Penalty 3073.107366 = -1399697.294069
  nChanged 73
		SP:Iteration 28Q (119517.630000 sec): 3 clusters
  Score: Raw -1402786.627819 + Penalty 3073.107366 = -1399713.520453
  nChanged 66
		SP:Iteration 29Q (119517.850000 sec): 3 clusters
  Score: Raw -1402798.242686 + Penalty 3073.107366 = -1399725.135320
  nChanged 46
		SP:Iteration 30Q (119518.110000 sec): 3 clusters
  Score: Raw -1402806.306883 + Penalty 3073.107366 = -1399733.199517
  nChanged 42
		SP:Iteration 31Q (119518.330000 sec): 3 clusters
  Score: Raw -1402814.902858 + Penalty 3073.107366 = -1399741.795492
  nChanged 47
		SP:Iteration 32Q (119518.580000 sec): 3 clusters
  Score: Raw -1402826.344255 + Penalty 3073.107366 = -1399753.236889
  nChanged 56
		SP:Iteration 33Q (119518.840000 sec): 3 clusters
  Score: Raw -1402837.602614 + Penalty 3073.107366 = -1399764.495248
  nChanged 56
		SP:Iteration 34Q (119519.040000 sec): 3 clusters
  Score: Raw -1402850.045208 + Penalty 3073.107366 = -1399776.937842
  nChanged 56
		SP:Iteration 35Q (119519.280000 sec): 3 clusters
  Score: Raw -1402861.660849 + Penalty 3073.107366 = -1399788.553483
  nChanged 38
		SP:Iteration 36Q (119519.520000 sec): 3 clusters
  Score: Raw -1402870.235910 + Penalty 3073.107366 = -1399797.128544
  nChanged 37
		SP:Iteration 37Q (119519.760000 sec): 3 clusters
  Score: Raw -1402877.280835 + Penalty 3073.107366 = -1399804.173469
  nChanged 31
		SP:Iteration 38Q (119519.990000 sec): 3 clusters
  Score: Raw -1402882.359995 + Penalty 3073.107366 = -1399809.252629
  nChanged 32
		SP:Iteration 39Q (119520.190000 sec): 3 clusters
  Score: Raw -1402888.115583 + Penalty 3073.107366 = -1399815.008217
  nChanged 30
		SP:Iteration 40F (119520.420000 sec): 3 clusters
  Score: Raw -1402893.771523 + Penalty 3073.107366 = -1399820.664157
  nChanged 32
		SP:Iteration 41Q (119520.760000 sec): 3 clusters
  Score: Raw -1402900.171422 + Penalty 3073.107366 = -1399827.064056
  nChanged 27
		SP:Iteration 42Q (119521.070000 sec): 3 clusters
  Score: Raw -1402905.006495 + Penalty 3073.107366 = -1399831.899129
  nChanged 22
		SP:Iteration 43Q (119521.350000 sec): 3 clusters
  Score: Raw -1402908.964462 + Penalty 3073.107366 = -1399835.857096
  nChanged 24
		SP:Iteration 44Q (119521.670000 sec): 3 clusters
  Score: Raw -1402913.115499 + Penalty 3073.107366 = -1399840.008133
  nChanged 20
		SP:Iteration 45Q (119521.860000 sec): 3 clusters
  Score: Raw -1402916.277678 + Penalty 3073.107366 = -1399843.170312
  nChanged 22
		SP:Iteration 46Q (119522.220000 sec): 3 clusters
  Score: Raw -1402919.201141 + Penalty 3073.107366 = -1399846.093775
  nChanged 19
		SP:Iteration 47Q (119522.460000 sec): 3 clusters
  Score: Raw -1402922.351549 + Penalty 3073.107366 = -1399849.244183
  nChanged 28
		SP:Iteration 48Q (119522.740000 sec): 3 clusters
  Score: Raw -1402926.806646 + Penalty 3073.107366 = -1399853.699280
  nChanged 23
		SP:Iteration 49Q (119523.000000 sec): 3 clusters
  Score: Raw -1402930.581201 + Penalty 3073.107366 = -1399857.473835
  nChanged 23
		SP:Iteration 50Q (119523.300000 sec): 3 clusters
  Score: Raw -1402933.953356 + Penalty 3073.107366 = -1399860.845990
  nChanged 16
		SP:Iteration 51Q (119523.560000 sec): 3 clusters
  Score: Raw -1402936.758719 + Penalty 3073.107366 = -1399863.651353
  nChanged 17
		SP:Iteration 52Q (119523.850000 sec): 3 clusters
  Score: Raw -1402939.285657 + Penalty 3073.107366 = -1399866.178291
  nChanged 22
		SP:Iteration 53Q (119524.100000 sec): 3 clusters
  Score: Raw -1402943.840108 + Penalty 3073.107366 = -1399870.732742
  nChanged 23
		SP:Iteration 54Q (119524.360000 sec): 3 clusters
  Score: Raw -1402948.147827 + Penalty 3073.107366 = -1399875.040461
  nChanged 27
		SP:Iteration 55Q (119524.630000 sec): 3 clusters
  Score: Raw -1402952.467665 + Penalty 3073.107366 = -1399879.360299
  nChanged 22
		SP:Iteration 56Q (119524.850000 sec): 3 clusters
  Score: Raw -1402957.318376 + Penalty 3073.107366 = -1399884.211010
  nChanged 25
		SP:Iteration 57Q (119525.130000 sec): 3 clusters
  Score: Raw -1402961.346521 + Penalty 3073.107366 = -1399888.239155
  nChanged 14
		SP:Iteration 58Q (119525.370000 sec): 3 clusters
  Score: Raw -1402963.369899 + Penalty 3073.107366 = -1399890.262533
  nChanged 13
		SP:Iteration 59Q (119525.620000 sec): 3 clusters
  Score: Raw -1402964.854816 + Penalty 3073.107366 = -1399891.747450
  nChanged 9
		SP:Iteration 60F (119525.880000 sec): 3 clusters
  Score: Raw -1402966.717286 + Penalty 3073.107366 = -1399893.609920
  nChanged 13
		SP:Iteration 61Q (119526.170000 sec): 3 clusters
  Score: Raw -1402969.437055 + Penalty 3073.107366 = -1399896.329689
  nChanged 9
		SP:Iteration 62Q (119526.390000 sec): 3 clusters
  Score: Raw -1402971.532413 + Penalty 3073.107366 = -1399898.425047
  nChanged 12
		SP:Iteration 63Q (119526.660000 sec): 3 clusters
  Score: Raw -1402973.846326 + Penalty 3073.107366 = -1399900.738960
  nChanged 10
		SP:Iteration 64Q (119526.980000 sec): 3 clusters
  Score: Raw -1402975.738814 + Penalty 3073.107366 = -1399902.631448
  nChanged 8
		SP:Iteration 65Q (119527.310000 sec): 3 clusters
  Score: Raw -1402977.070619 + Penalty 3073.107366 = -1399903.963253
  nChanged 9
		SP:Iteration 66Q (119527.570000 sec): 3 clusters
  Score: Raw -1402978.042685 + Penalty 3073.107366 = -1399904.935319
  nChanged 9
		SP:Iteration 67Q (119527.840000 sec): 3 clusters
  Score: Raw -1402979.021955 + Penalty 3073.107366 = -1399905.914589
  nChanged 8
		SP:Iteration 68Q (119528.060000 sec): 3 clusters
  Score: Raw -1402979.991188 + Penalty 3073.107366 = -1399906.883822
  nChanged 5
		SP:Iteration 69Q (119528.260000 sec): 3 clusters
  Score: Raw -1402980.514571 + Penalty 3073.107366 = -1399907.407205
  nChanged 6
		SP:Iteration 70Q (119528.490000 sec): 3 clusters
  Score: Raw -1402981.095962 + Penalty 3073.107366 = -1399907.988597
  nChanged 3
		SP:Iteration 71Q (119528.770000 sec): 3 clusters
  Score: Raw -1402981.448314 + Penalty 3073.107366 = -1399908.340948
  nChanged 5
		SP:Iteration 72Q (119529.050000 sec): 3 clusters
  Score: Raw -1402982.582348 + Penalty 3073.107366 = -1399909.474982
  nChanged 12
		SP:Iteration 73Q (119529.340000 sec): 3 clusters
  Score: Raw -1402984.708326 + Penalty 3073.107366 = -1399911.600960
  nChanged 13
		SP:Iteration 74Q (119529.590000 sec): 3 clusters
  Score: Raw -1402986.895181 + Penalty 3073.107366 = -1399913.787815
  nChanged 14
		SP:Iteration 75Q (119529.870000 sec): 3 clusters
  Score: Raw -1402989.860154 + Penalty 3073.107366 = -1399916.752788
  nChanged 15
		SP:Iteration 76Q (119530.120000 sec): 3 clusters
  Score: Raw -1402992.944100 + Penalty 3073.107366 = -1399919.836734
  nChanged 20
		SP:Iteration 77Q (119530.390000 sec): 3 clusters
  Score: Raw -1402996.348360 + Penalty 3073.107366 = -1399923.240994
  nChanged 21
		SP:Iteration 78Q (119530.590000 sec): 3 clusters
  Score: Raw -1403000.219773 + Penalty 3073.107366 = -1399927.112407
  nChanged 25
		SP:Iteration 79Q (119530.830000 sec): 3 clusters
  Score: Raw -1403004.569385 + Penalty 3073.107366 = -1399931.462019
  nChanged 20
		SP:Iteration 80F (119531.110000 sec): 3 clusters
  Score: Raw -1403007.428249 + Penalty 3073.107366 = -1399934.320883
  nChanged 20
		SP:Iteration 81Q (119531.350000 sec): 3 clusters
  Score: Raw -1403010.944057 + Penalty 3073.107366 = -1399937.836691
  nChanged 16
		SP:Iteration 82Q (119531.580000 sec): 3 clusters
  Score: Raw -1403013.126152 + Penalty 3073.107366 = -1399940.018786
  nChanged 15
		SP:Iteration 83Q (119531.780000 sec): 3 clusters
  Score: Raw -1403016.451227 + Penalty 3073.107366 = -1399943.343861
  nChanged 17
		SP:Iteration 84Q (119532.000000 sec): 3 clusters
  Score: Raw -1403020.283427 + Penalty 3073.107366 = -1399947.176061
  nChanged 14
		SP:Iteration 85Q (119532.230000 sec): 3 clusters
  Score: Raw -1403022.534033 + Penalty 3073.107366 = -1399949.426667
  nChanged 14
		SP:Iteration 86Q (119532.600000 sec): 3 clusters
  Score: Raw -1403024.763846 + Penalty 3073.107366 = -1399951.656480
  nChanged 12
		SP:Iteration 87Q (119532.860000 sec): 3 clusters
  Score: Raw -1403026.294039 + Penalty 3073.107366 = -1399953.186673
  nChanged 12
		SP:Iteration 88Q (119533.160000 sec): 3 clusters
  Score: Raw -1403028.736095 + Penalty 3073.107366 = -1399955.628729
  nChanged 14
		SP:Iteration 89Q (119533.400000 sec): 3 clusters
  Score: Raw -1403032.026002 + Penalty 3073.107366 = -1399958.918636
  nChanged 10
		SP:Iteration 90Q (119533.680000 sec): 3 clusters
  Score: Raw -1403033.782881 + Penalty 3073.107366 = -1399960.675515
  nChanged 12
		SP:Iteration 91Q (119533.940000 sec): 3 clusters
  Score: Raw -1403036.850700 + Penalty 3073.107366 = -1399963.743334
  nChanged 16
		SP:Iteration 92Q (119534.210000 sec): 3 clusters
  Score: Raw -1403041.054152 + Penalty 3073.107366 = -1399967.946786
  nChanged 17
		SP:Iteration 93Q (119534.460000 sec): 3 clusters
  Score: Raw -1403045.558599 + Penalty 3073.107366 = -1399972.451233
  nChanged 18
		SP:Iteration 94Q (119534.720000 sec): 3 clusters
  Score: Raw -1403050.391409 + Penalty 3073.107366 = -1399977.284043
  nChanged 16
		SP:Iteration 95Q (119535.020000 sec): 3 clusters
  Score: Raw -1403054.250633 + Penalty 3073.107366 = -1399981.143267
  nChanged 14
		SP:Iteration 96Q (119535.250000 sec): 3 clusters
  Score: Raw -1403057.724117 + Penalty 3073.107366 = -1399984.616751
  nChanged 15
		SP:Iteration 97Q (119535.500000 sec): 3 clusters
  Score: Raw -1403060.900366 + Penalty 3073.107366 = -1399987.793000
  nChanged 13
		SP:Iteration 98Q (119535.770000 sec): 3 clusters
  Score: Raw -1403063.245689 + Penalty 3073.107366 = -1399990.138323
  nChanged 12
		SP:Iteration 99Q (119536.040000 sec): 3 clusters
  Score: Raw -1403065.488313 + Penalty 3073.107366 = -1399992.380947
  nChanged 12
		SP:Iteration 100F (119536.340000 sec): 3 clusters
  Score: Raw -1403068.572408 + Penalty 3073.107366 = -1399995.465042
  nChanged 8
		SP:Iteration 101Q (119536.580000 sec): 3 clusters
  Score: Raw -1403070.761373 + Penalty 3073.107366 = -1399997.654007
  nChanged 8
		SP:Iteration 102Q (119536.790000 sec): 3 clusters
  Score: Raw -1403072.857134 + Penalty 3073.107366 = -1399999.749768
  nChanged 10
		SP:Iteration 103Q (119537.000000 sec): 3 clusters
  Score: Raw -1403074.669990 + Penalty 3073.107366 = -1400001.562624
  nChanged 14
		SP:Iteration 104Q (119537.240000 sec): 3 clusters
  Score: Raw -1403078.572623 + Penalty 3073.107366 = -1400005.465257
  nChanged 14
		SP:Iteration 105Q (119537.460000 sec): 3 clusters
  Score: Raw -1403083.196260 + Penalty 3073.107366 = -1400010.088894
  nChanged 16
		SP:Iteration 106Q (119537.690000 sec): 3 clusters
  Score: Raw -1403088.298222 + Penalty 3073.107366 = -1400015.190856
  nChanged 21
		SP:Iteration 107Q (119537.880000 sec): 3 clusters
  Score: Raw -1403093.982311 + Penalty 3073.107366 = -1400020.874945
  nChanged 19
		SP:Iteration 108Q (119538.130000 sec): 3 clusters
  Score: Raw -1403100.089472 + Penalty 3073.107366 = -1400026.982106
  nChanged 20
		SP:Iteration 109Q (119538.410000 sec): 3 clusters
  Score: Raw -1403106.253757 + Penalty 3073.107366 = -1400033.146391
  nChanged 19
		SP:Iteration 110Q (119538.690000 sec): 3 clusters
  Score: Raw -1403112.316491 + Penalty 3073.107366 = -1400039.209125
  nChanged 26
		SP:Iteration 111Q (119538.960000 sec): 3 clusters
  Score: Raw -1403119.023095 + Penalty 3073.107366 = -1400045.915729
  nChanged 19
		SP:Iteration 112Q (119539.240000 sec): 3 clusters
  Score: Raw -1403123.984973 + Penalty 3073.107366 = -1400050.877607
  nChanged 12
		SP:Iteration 113Q (119539.500000 sec): 3 clusters
  Score: Raw -1403126.289476 + Penalty 3073.107366 = -1400053.182110
  nChanged 12
		SP:Iteration 114Q (119539.780000 sec): 3 clusters
  Score: Raw -1403129.163346 + Penalty 3073.107366 = -1400056.055980
  nChanged 14
		SP:Iteration 115Q (119540.050000 sec): 3 clusters
  Score: Raw -1403132.336106 + Penalty 3073.107366 = -1400059.228740
  nChanged 15
		SP:Iteration 116Q (119540.290000 sec): 3 clusters
  Score: Raw -1403135.733267 + Penalty 3073.107366 = -1400062.625901
  nChanged 15
		SP:Iteration 117Q (119540.590000 sec): 3 clusters
  Score: Raw -1403139.415301 + Penalty 3073.107366 = -1400066.307935
  nChanged 17
		SP:Iteration 118Q (119540.850000 sec): 3 clusters
  Score: Raw -1403143.827638 + Penalty 3073.107366 = -1400070.720272
  nChanged 15
		SP:Iteration 119Q (119541.080000 sec): 3 clusters
  Score: Raw -1403149.257320 + Penalty 3073.107366 = -1400076.149954
  nChanged 20
		SP:Iteration 120F (119541.340000 sec): 3 clusters
  Score: Raw -1403155.410627 + Penalty 3073.107366 = -1400082.303261
  nChanged 19
		SP:Iteration 121Q (119541.580000 sec): 3 clusters
  Score: Raw -1403161.458494 + Penalty 3073.107366 = -1400088.351128
  nChanged 17
		SP:Iteration 122Q (119541.800000 sec): 3 clusters
  Score: Raw -1403165.704486 + Penalty 3073.107366 = -1400092.597120
  nChanged 8
		SP:Iteration 123Q (119542.030000 sec): 3 clusters
  Score: Raw -1403167.163952 + Penalty 3073.107366 = -1400094.056586
  nChanged 8
		SP:Iteration 124Q (119542.250000 sec): 3 clusters
  Score: Raw -1403168.892926 + Penalty 3073.107366 = -1400095.785560
  nChanged 8
		SP:Iteration 125Q (119542.490000 sec): 3 clusters
  Score: Raw -1403170.948996 + Penalty 3073.107366 = -1400097.841630
  nChanged 11
		SP:Iteration 126Q (119542.730000 sec): 3 clusters
  Score: Raw -1403173.808027 + Penalty 3073.107366 = -1400100.700661
  nChanged 8
		SP:Iteration 127Q (119542.960000 sec): 3 clusters
  Score: Raw -1403175.471627 + Penalty 3073.107366 = -1400102.364262
  nChanged 8
		SP:Iteration 128Q (119543.190000 sec): 3 clusters
  Score: Raw -1403177.350626 + Penalty 3073.107366 = -1400104.243260
  nChanged 10
		SP:Iteration 129Q (119543.420000 sec): 3 clusters
  Score: Raw -1403181.208930 + Penalty 3073.107366 = -1400108.101564
  nChanged 14
		SP:Iteration 130Q (119543.690000 sec): 3 clusters
  Score: Raw -1403184.233571 + Penalty 3073.107366 = -1400111.126205
  nChanged 13
		SP:Iteration 131Q (119543.950000 sec): 3 clusters
  Score: Raw -1403187.829645 + Penalty 3073.107366 = -1400114.722279
  nChanged 10
		SP:Iteration 132Q (119544.160000 sec): 3 clusters
  Score: Raw -1403190.449343 + Penalty 3073.107366 = -1400117.341977
  nChanged 12
		SP:Iteration 133Q (119544.420000 sec): 3 clusters
  Score: Raw -1403193.787676 + Penalty 3073.107366 = -1400120.680310
  nChanged 11
		SP:Iteration 134Q (119544.670000 sec): 3 clusters
  Score: Raw -1403199.216738 + Penalty 3073.107366 = -1400126.109372
  nChanged 16
		SP:Iteration 135Q (119544.870000 sec): 3 clusters
  Score: Raw -1403203.853102 + Penalty 3073.107366 = -1400130.745736
  nChanged 13
		SP:Iteration 136Q (119545.130000 sec): 3 clusters
  Score: Raw -1403208.615904 + Penalty 3073.107366 = -1400135.508538
  nChanged 17
		SP:Iteration 137Q (119545.360000 sec): 3 clusters
  Score: Raw -1403212.779981 + Penalty 3073.107366 = -1400139.672615
  nChanged 12
		SP:Iteration 138Q (119545.580000 sec): 3 clusters
  Score: Raw -1403216.328893 + Penalty 3073.107366 = -1400143.221527
  nChanged 8
		SP:Iteration 139Q (119545.830000 sec): 3 clusters
  Score: Raw -1403217.988212 + Penalty 3073.107366 = -1400144.880846
  nChanged 9
		SP:Iteration 140F (119546.040000 sec): 3 clusters
  Score: Raw -1403220.376513 + Penalty 3073.107366 = -1400147.269147
  nChanged 10
		SP:Iteration 141Q (119546.320000 sec): 3 clusters
  Score: Raw -1403222.642434 + Penalty 3073.107366 = -1400149.535068
  nChanged 3
		SP:Iteration 142Q (119546.550000 sec): 3 clusters
  Score: Raw -1403223.915904 + Penalty 3073.107366 = -1400150.808538
  nChanged 7
		SP:Iteration 143Q (119546.750000 sec): 3 clusters
  Score: Raw -1403226.086618 + Penalty 3073.107366 = -1400152.979252
  nChanged 10
		SP:Iteration 144Q (119547.030000 sec): 3 clusters
  Score: Raw -1403228.806147 + Penalty 3073.107366 = -1400155.698781
  nChanged 11
		SP:Iteration 145Q (119547.320000 sec): 3 clusters
  Score: Raw -1403232.107009 + Penalty 3073.107366 = -1400158.999644
  nChanged 8
		SP:Iteration 146Q (119547.520000 sec): 3 clusters
  Score: Raw -1403235.338330 + Penalty 3073.107366 = -1400162.230964
  nChanged 13
		SP:Iteration 147Q (119547.790000 sec): 3 clusters
  Score: Raw -1403240.495265 + Penalty 3073.107366 = -1400167.387899
  nChanged 13
		SP:Iteration 148Q (119548.050000 sec): 3 clusters
  Score: Raw -1403244.380110 + Penalty 3073.107366 = -1400171.272744
  nChanged 13
		SP:Iteration 149Q (119548.310000 sec): 3 clusters
  Score: Raw -1403248.377092 + Penalty 3073.107366 = -1400175.269726
  nChanged 9
		SP:Iteration 150Q (119548.560000 sec): 3 clusters
  Score: Raw -1403252.617470 + Penalty 3073.107366 = -1400179.510104
  nChanged 16
		SP:Iteration 151Q (119548.840000 sec): 3 clusters
  Score: Raw -1403258.841100 + Penalty 3073.107366 = -1400185.733734
  nChanged 13
		SP:Iteration 152Q (119549.040000 sec): 3 clusters
  Score: Raw -1403262.788315 + Penalty 3073.107366 = -1400189.680949
  nChanged 10
		SP:Iteration 153Q (119549.310000 sec): 3 clusters
  Score: Raw -1403266.104937 + Penalty 3073.107366 = -1400192.997571
  nChanged 11
		SP:Iteration 154Q (119549.640000 sec): 3 clusters
  Score: Raw -1403270.798718 + Penalty 3073.107366 = -1400197.691352
  nChanged 11
		SP:Iteration 155Q (119549.890000 sec): 3 clusters
  Score: Raw -1403275.483661 + Penalty 3073.107366 = -1400202.376295
  nChanged 6
		SP:Iteration 156Q (119550.150000 sec): 3 clusters
  Score: Raw -1403276.906952 + Penalty 3073.107366 = -1400203.799586
  nChanged 4
		SP:Iteration 157Q (119550.440000 sec): 3 clusters
  Score: Raw -1403278.070350 + Penalty 3073.107366 = -1400204.962984
  nChanged 4
		SP:Iteration 158Q (119550.690000 sec): 3 clusters
  Score: Raw -1403279.648568 + Penalty 3073.107366 = -1400206.541202
  nChanged 5
		SP:Iteration 159Q (119550.970000 sec): 3 clusters
  Score: Raw -1403280.774234 + Penalty 3073.107366 = -1400207.666868
  nChanged 1
		SP:Iteration 160F (119551.200000 sec): 3 clusters
  Score: Raw -1403281.042458 + Penalty 3073.107366 = -1400207.935092
  nChanged 4
		SP:Iteration 161Q (119551.470000 sec): 3 clusters
  Score: Raw -1403282.093560 + Penalty 3073.107366 = -1400208.986194
  nChanged 8
		SP:Iteration 162Q (119551.660000 sec): 3 clusters
  Score: Raw -1403283.965425 + Penalty 3073.107366 = -1400210.858059
  nChanged 7
		SP:Iteration 163Q (119551.900000 sec): 3 clusters
  Score: Raw -1403286.722971 + Penalty 3073.107366 = -1400213.615605
  nChanged 4
		SP:Iteration 164Q (119552.160000 sec): 3 clusters
  Score: Raw -1403288.302096 + Penalty 3073.107366 = -1400215.194730
  nChanged 10
		SP:Iteration 165Q (119552.390000 sec): 3 clusters
  Score: Raw -1403293.138038 + Penalty 3073.107366 = -1400220.030672
  nChanged 15
		SP:Iteration 166Q (119552.660000 sec): 3 clusters
  Score: Raw -1403300.028864 + Penalty 3073.107366 = -1400226.921498
  nChanged 17
		SP:Iteration 167Q (119552.890000 sec): 3 clusters
  Score: Raw -1403311.390256 + Penalty 3073.107366 = -1400238.282890
  nChanged 20
		SP:Iteration 168Q (119553.150000 sec): 3 clusters
  Score: Raw -1403327.196902 + Penalty 3073.107366 = -1400254.089536
  nChanged 24
		SP:Iteration 169Q (119553.400000 sec): 3 clusters
  Score: Raw -1403341.383000 + Penalty 3073.107366 = -1400268.275634
  nChanged 17
		SP:Iteration 170Q (119553.610000 sec): 3 clusters
  Score: Raw -1403353.659174 + Penalty 3073.107366 = -1400280.551808
  nChanged 17
		SP:Iteration 171Q (119553.830000 sec): 3 clusters
  Score: Raw -1403367.668065 + Penalty 3073.107366 = -1400294.560699
  nChanged 20
		SP:Iteration 172Q (119554.080000 sec): 3 clusters
  Score: Raw -1403386.429696 + Penalty 3073.107366 = -1400313.322330
  nChanged 19
		SP:Iteration 173Q (119554.360000 sec): 3 clusters
  Score: Raw -1403403.913703 + Penalty 3073.107366 = -1400330.806337
  nChanged 18
		SP:Iteration 174Q (119554.600000 sec): 3 clusters
  Score: Raw -1403414.366992 + Penalty 3073.107366 = -1400341.259626
  nChanged 18
		SP:Iteration 175Q (119554.840000 sec): 3 clusters
  Score: Raw -1403428.069788 + Penalty 3073.107366 = -1400354.962423
  nChanged 19
		SP:Iteration 176Q (119555.080000 sec): 3 clusters
  Score: Raw -1403441.992497 + Penalty 3073.107366 = -1400368.885131
  nChanged 14
		SP:Iteration 177Q (119555.370000 sec): 3 clusters
  Score: Raw -1403454.206733 + Penalty 3073.107366 = -1400381.099367
  nChanged 11
		SP:Iteration 178Q (119555.640000 sec): 3 clusters
  Score: Raw -1403467.323616 + Penalty 3073.107366 = -1400394.216250
  nChanged 11
		SP:Iteration 179Q (119555.870000 sec): 3 clusters
  Score: Raw -1403477.844220 + Penalty 3073.107366 = -1400404.736854
  nChanged 11
		SP:Iteration 180F (119556.140000 sec): 3 clusters
  Score: Raw -1403485.534529 + Penalty 3073.107366 = -1400412.427163
  nChanged 10
		SP:Iteration 181Q (119556.430000 sec): 3 clusters
  Score: Raw -1403496.412325 + Penalty 3073.107366 = -1400423.304959
  nChanged 10
		SP:Iteration 182Q (119556.670000 sec): 3 clusters
  Score: Raw -1403504.004891 + Penalty 3073.107366 = -1400430.897525
  nChanged 7
		SP:Iteration 183Q (119556.910000 sec): 3 clusters
  Score: Raw -1403507.860439 + Penalty 3073.107366 = -1400434.753073
  nChanged 2
		SP:Iteration 184Q (119557.150000 sec): 3 clusters
  Score: Raw -1403508.912804 + Penalty 3073.107366 = -1400435.805438
  nChanged 0
		SP:Iteration 185F (119557.450000 sec): 3 clusters
  Score: Raw -1403508.912804 + Penalty 3073.107366 = -1400435.805438
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (49860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119557.870000 sec): 2 clusters
  Score: Raw -5492904.431361 + Penalty 1757.758333 = -5491146.673028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119558.330000 sec): 3 clusters
  Score: Raw -5461287.690196 + Penalty 3515.516666 = -5457772.173530
  nChanged 23411
		SP:Iteration 1F (119558.790000 sec): 3 clusters
  Score: Raw -5475176.416167 + Penalty 3515.516666 = -5471660.899501
  nChanged 2428
		SP:Iteration 2Q (119559.260000 sec): 3 clusters
  Score: Raw -5476121.812625 + Penalty 3515.516666 = -5472606.295959
  nChanged 2560
		SP:Iteration 3F (119559.750000 sec): 3 clusters
  Score: Raw -5477194.837316 + Penalty 3515.516666 = -5473679.320650
  nChanged 2587
		SP:Iteration 4F (119560.270000 sec): 3 clusters
  Score: Raw -5478380.090018 + Penalty 3515.516666 = -5474864.573352
  nChanged 2622
		SP:Iteration 5F (119560.730000 sec): 3 clusters
  Score: Raw -5479610.705768 + Penalty 3515.516666 = -5476095.189102
  nChanged 2535
		SP:Iteration 6F (119561.230000 sec): 3 clusters
  Score: Raw -5480867.597942 + Penalty 3515.516666 = -5477352.081276
  nChanged 2491
		SP:Iteration 7Q (119561.710000 sec): 3 clusters
  Score: Raw -5482216.696936 + Penalty 3515.516666 = -5478701.180270
  nChanged 2416
		SP:Iteration 8Q (119562.210000 sec): 3 clusters
  Score: Raw -5483615.814547 + Penalty 3515.516666 = -5480100.297880
  nChanged 2300
		SP:Iteration 9Q (119562.670000 sec): 3 clusters
  Score: Raw -5484896.856892 + Penalty 3515.516666 = -5481381.340226
  nChanged 2005
		SP:Iteration 10Q (119563.240000 sec): 3 clusters
  Score: Raw -5485817.916615 + Penalty 3515.516666 = -5482302.399949
  nChanged 1506
		SP:Iteration 11Q (119563.700000 sec): 3 clusters
  Score: Raw -5486296.105811 + Penalty 3515.516666 = -5482780.589144
  nChanged 1014
		SP:Iteration 12Q (119564.160000 sec): 3 clusters
  Score: Raw -5486517.945412 + Penalty 3515.516666 = -5483002.428746
  nChanged 657
		SP:Iteration 13Q (119564.700000 sec): 3 clusters
  Score: Raw -5486621.192192 + Penalty 3515.516666 = -5483105.675526
  nChanged 470
		SP:Iteration 14Q (119565.170000 sec): 3 clusters
  Score: Raw -5486687.319999 + Penalty 3515.516666 = -5483171.803333
  nChanged 398
		SP:Iteration 15Q (119565.730000 sec): 3 clusters
  Score: Raw -5486745.755925 + Penalty 3515.516666 = -5483230.239259
  nChanged 369
		SP:Iteration 16Q (119566.230000 sec): 3 clusters
  Score: Raw -5486802.174971 + Penalty 3515.516666 = -5483286.658305
  nChanged 355
		SP:Iteration 17Q (119566.680000 sec): 3 clusters
  Score: Raw -5486852.631375 + Penalty 3515.516666 = -5483337.114709
  nChanged 334
		SP:Iteration 18Q (119567.160000 sec): 3 clusters
  Score: Raw -5486896.541957 + Penalty 3515.516666 = -5483381.025291
  nChanged 311
		SP:Iteration 19Q (119567.660000 sec): 3 clusters
  Score: Raw -5486934.577744 + Penalty 3515.516666 = -5483419.061078
  nChanged 288
		SP:Iteration 20F (119568.160000 sec): 3 clusters
  Score: Raw -5486971.175959 + Penalty 3515.516666 = -5483455.659293
  nChanged 324
		SP:Iteration 21Q (119568.640000 sec): 3 clusters
  Score: Raw -5487013.890659 + Penalty 3515.516666 = -5483498.373993
  nChanged 331
		SP:Iteration 22Q (119569.130000 sec): 3 clusters
  Score: Raw -5487058.787830 + Penalty 3515.516666 = -5483543.271164
  nChanged 330
		SP:Iteration 23Q (119569.650000 sec): 3 clusters
  Score: Raw -5487104.533853 + Penalty 3515.516666 = -5483589.017187
  nChanged 338
		SP:Iteration 24Q (119570.120000 sec): 3 clusters
  Score: Raw -5487154.965072 + Penalty 3515.516666 = -5483639.448406
  nChanged 326
		SP:Iteration 25Q (119570.650000 sec): 3 clusters
  Score: Raw -5487200.686136 + Penalty 3515.516666 = -5483685.169470
  nChanged 311
		SP:Iteration 26Q (119571.100000 sec): 3 clusters
  Score: Raw -5487242.956661 + Penalty 3515.516666 = -5483727.439995
  nChanged 303
		SP:Iteration 27Q (119571.660000 sec): 3 clusters
  Score: Raw -5487286.436675 + Penalty 3515.516666 = -5483770.920009
  nChanged 335
		SP:Iteration 28Q (119572.140000 sec): 3 clusters
  Score: Raw -5487333.502296 + Penalty 3515.516666 = -5483817.985630
  nChanged 357
		SP:Iteration 29Q (119572.580000 sec): 3 clusters
  Score: Raw -5487388.794193 + Penalty 3515.516666 = -5483873.277527
  nChanged 348
		SP:Iteration 30Q (119572.990000 sec): 3 clusters
  Score: Raw -5487436.895315 + Penalty 3515.516666 = -5483921.378649
  nChanged 348
		SP:Iteration 31Q (119573.450000 sec): 3 clusters
  Score: Raw -5487488.202099 + Penalty 3515.516666 = -5483972.685433
  nChanged 375
		SP:Iteration 32Q (119573.930000 sec): 3 clusters
  Score: Raw -5487547.156492 + Penalty 3515.516666 = -5484031.639826
  nChanged 369
		SP:Iteration 33Q (119574.450000 sec): 3 clusters
  Score: Raw -5487605.326813 + Penalty 3515.516666 = -5484089.810147
  nChanged 414
		SP:Iteration 34Q (119575.060000 sec): 3 clusters
  Score: Raw -5487674.124323 + Penalty 3515.516666 = -5484158.607657
  nChanged 443
		SP:Iteration 35Q (119575.480000 sec): 3 clusters
  Score: Raw -5487747.884564 + Penalty 3515.516666 = -5484232.367898
  nChanged 464
		SP:Iteration 36Q (119575.920000 sec): 3 clusters
  Score: Raw -5487824.919434 + Penalty 3515.516666 = -5484309.402768
  nChanged 481
		SP:Iteration 37Q (119576.440000 sec): 3 clusters
  Score: Raw -5487909.196411 + Penalty 3515.516666 = -5484393.679745
  nChanged 491
		SP:Iteration 38Q (119576.930000 sec): 3 clusters
  Score: Raw -5487997.483904 + Penalty 3515.516666 = -5484481.967238
  nChanged 492
		SP:Iteration 39Q (119577.450000 sec): 3 clusters
  Score: Raw -5488096.755427 + Penalty 3515.516666 = -5484581.238761
  nChanged 507
		SP:Iteration 40F (119577.970000 sec): 3 clusters
  Score: Raw -5488196.456960 + Penalty 3515.516666 = -5484680.940294
  nChanged 506
		SP:Iteration 41Q (119578.430000 sec): 3 clusters
  Score: Raw -5488295.492284 + Penalty 3515.516666 = -5484779.975618
  nChanged 532
		SP:Iteration 42Q (119578.870000 sec): 3 clusters
  Score: Raw -5488403.193929 + Penalty 3515.516666 = -5484887.677263
  nChanged 544
		SP:Iteration 43Q (119579.340000 sec): 3 clusters
  Score: Raw -5488517.185368 + Penalty 3515.516666 = -5485001.668702
  nChanged 588
		SP:Iteration 44Q (119579.870000 sec): 3 clusters
  Score: Raw -5488651.353427 + Penalty 3515.516666 = -5485135.836761
  nChanged 584
		SP:Iteration 45Q (119580.320000 sec): 3 clusters
  Score: Raw -5488795.397419 + Penalty 3515.516666 = -5485279.880753
  nChanged 630
		SP:Iteration 46Q (119580.780000 sec): 3 clusters
  Score: Raw -5488963.285960 + Penalty 3515.516666 = -5485447.769294
  nChanged 626
		SP:Iteration 47Q (119581.200000 sec): 3 clusters
  Score: Raw -5489139.263322 + Penalty 3515.516666 = -5485623.746656
  nChanged 643
		SP:Iteration 48Q (119581.670000 sec): 3 clusters
  Score: Raw -5489340.256653 + Penalty 3515.516666 = -5485824.739987
  nChanged 692
		SP:Iteration 49Q (119582.120000 sec): 3 clusters
  Score: Raw -5489569.680699 + Penalty 3515.516666 = -5486054.164033
  nChanged 706
		SP:Iteration 50Q (119582.620000 sec): 3 clusters
  Score: Raw -5489822.923669 + Penalty 3515.516666 = -5486307.407003
  nChanged 733
		SP:Iteration 51Q (119583.140000 sec): 3 clusters
  Score: Raw -5490106.071701 + Penalty 3515.516666 = -5486590.555035
  nChanged 735
		SP:Iteration 52Q (119583.710000 sec): 3 clusters
  Score: Raw -5490414.594811 + Penalty 3515.516666 = -5486899.078145
  nChanged 740
		SP:Iteration 53Q (119584.120000 sec): 3 clusters
  Score: Raw -5490735.320507 + Penalty 3515.516666 = -5487219.803841
  nChanged 660
		SP:Iteration 54Q (119584.600000 sec): 3 clusters
  Score: Raw -5491019.857719 + Penalty 3515.516666 = -5487504.341053
  nChanged 628
		SP:Iteration 55Q (119585.050000 sec): 3 clusters
  Score: Raw -5491291.591855 + Penalty 3515.516666 = -5487776.075189
  nChanged 549
		SP:Iteration 56Q (119585.540000 sec): 3 clusters
  Score: Raw -5491517.017086 + Penalty 3515.516666 = -5488001.500420
  nChanged 477
		SP:Iteration 57Q (119586.030000 sec): 3 clusters
  Score: Raw -5491718.220566 + Penalty 3515.516666 = -5488202.703900
  nChanged 462
		SP:Iteration 58Q (119586.450000 sec): 3 clusters
  Score: Raw -5491907.515903 + Penalty 3515.516666 = -5488391.999237
  nChanged 410
		SP:Iteration 59Q (119586.910000 sec): 3 clusters
  Score: Raw -5492062.338679 + Penalty 3515.516666 = -5488546.822013
  nChanged 372
		SP:Iteration 60F (119587.420000 sec): 3 clusters
  Score: Raw -5492198.909102 + Penalty 3515.516666 = -5488683.392436
  nChanged 352
		SP:Iteration 61Q (119587.860000 sec): 3 clusters
  Score: Raw -5492330.199839 + Penalty 3515.516666 = -5488814.683173
  nChanged 341
		SP:Iteration 62Q (119588.270000 sec): 3 clusters
  Score: Raw -5492458.869545 + Penalty 3515.516666 = -5488943.352879
  nChanged 292
		SP:Iteration 63Q (119588.720000 sec): 3 clusters
  Score: Raw -5492562.973358 + Penalty 3515.516666 = -5489047.456692
  nChanged 277
		SP:Iteration 64Q (119589.150000 sec): 3 clusters
  Score: Raw -5492654.018216 + Penalty 3515.516666 = -5489138.501550
  nChanged 235
		SP:Iteration 65Q (119589.650000 sec): 3 clusters
  Score: Raw -5492727.222268 + Penalty 3515.516666 = -5489211.705602
  nChanged 207
		SP:Iteration 66Q (119590.150000 sec): 3 clusters
  Score: Raw -5492793.130961 + Penalty 3515.516666 = -5489277.614295
  nChanged 204
		SP:Iteration 67Q (119590.630000 sec): 3 clusters
  Score: Raw -5492863.237300 + Penalty 3515.516666 = -5489347.720634
  nChanged 186
		SP:Iteration 68Q (119591.130000 sec): 3 clusters
  Score: Raw -5492925.091365 + Penalty 3515.516666 = -5489409.574699
  nChanged 147
		SP:Iteration 69Q (119591.570000 sec): 3 clusters
  Score: Raw -5492975.359263 + Penalty 3515.516666 = -5489459.842597
  nChanged 146
		SP:Iteration 70Q (119592.090000 sec): 3 clusters
  Score: Raw -5493021.834874 + Penalty 3515.516666 = -5489506.318208
  nChanged 146
		SP:Iteration 71Q (119592.520000 sec): 3 clusters
  Score: Raw -5493072.320602 + Penalty 3515.516666 = -5489556.803935
  nChanged 137
		SP:Iteration 72Q (119593.070000 sec): 3 clusters
  Score: Raw -5493118.747728 + Penalty 3515.516666 = -5489603.231062
  nChanged 126
		SP:Iteration 73Q (119593.480000 sec): 3 clusters
  Score: Raw -5493166.138805 + Penalty 3515.516666 = -5489650.622139
  nChanged 130
		SP:Iteration 74Q (119593.920000 sec): 3 clusters
  Score: Raw -5493212.675548 + Penalty 3515.516666 = -5489697.158882
  nChanged 100
		SP:Iteration 75Q (119594.330000 sec): 3 clusters
  Score: Raw -5493244.934842 + Penalty 3515.516666 = -5489729.418176
  nChanged 86
		SP:Iteration 76Q (119594.860000 sec): 3 clusters
  Score: Raw -5493272.018438 + Penalty 3515.516666 = -5489756.501772
  nChanged 72
		SP:Iteration 77Q (119595.320000 sec): 3 clusters
  Score: Raw -5493298.856573 + Penalty 3515.516666 = -5489783.339907
  nChanged 70
		SP:Iteration 78Q (119595.740000 sec): 3 clusters
  Score: Raw -5493325.576818 + Penalty 3515.516666 = -5489810.060152
  nChanged 54
		SP:Iteration 79Q (119596.240000 sec): 3 clusters
  Score: Raw -5493343.882632 + Penalty 3515.516666 = -5489828.365965
  nChanged 49
		SP:Iteration 80F (119596.730000 sec): 3 clusters
  Score: Raw -5493358.545274 + Penalty 3515.516666 = -5489843.028608
  nChanged 36
		SP:Iteration 81Q (119597.240000 sec): 3 clusters
  Score: Raw -5493371.158558 + Penalty 3515.516666 = -5489855.641892
  nChanged 39
		SP:Iteration 82Q (119597.690000 sec): 3 clusters
  Score: Raw -5493383.491091 + Penalty 3515.516666 = -5489867.974424
  nChanged 29
		SP:Iteration 83Q (119598.190000 sec): 3 clusters
  Score: Raw -5493390.334252 + Penalty 3515.516666 = -5489874.817586
  nChanged 20
		SP:Iteration 84Q (119598.600000 sec): 3 clusters
  Score: Raw -5493396.151427 + Penalty 3515.516666 = -5489880.634761
  nChanged 28
		SP:Iteration 85Q (119598.980000 sec): 3 clusters
  Score: Raw -5493403.821682 + Penalty 3515.516666 = -5489888.305016
  nChanged 30
		SP:Iteration 86Q (119599.400000 sec): 3 clusters
  Score: Raw -5493411.366297 + Penalty 3515.516666 = -5489895.849631
  nChanged 27
		SP:Iteration 87Q (119599.790000 sec): 3 clusters
  Score: Raw -5493419.445110 + Penalty 3515.516666 = -5489903.928444
  nChanged 16
		SP:Iteration 88Q (119600.210000 sec): 3 clusters
  Score: Raw -5493424.967476 + Penalty 3515.516666 = -5489909.450810
  nChanged 20
		SP:Iteration 89Q (119600.640000 sec): 3 clusters
  Score: Raw -5493430.547110 + Penalty 3515.516666 = -5489915.030444
  nChanged 20
		SP:Iteration 90Q (119601.100000 sec): 3 clusters
  Score: Raw -5493437.103519 + Penalty 3515.516666 = -5489921.586853
  nChanged 21
		SP:Iteration 91Q (119601.560000 sec): 3 clusters
  Score: Raw -5493443.990331 + Penalty 3515.516666 = -5489928.473665
  nChanged 25
		SP:Iteration 92Q (119602.030000 sec): 3 clusters
  Score: Raw -5493450.227262 + Penalty 3515.516666 = -5489934.710596
  nChanged 12
		SP:Iteration 93Q (119602.480000 sec): 3 clusters
  Score: Raw -5493453.452089 + Penalty 3515.516666 = -5489937.935423
  nChanged 11
		SP:Iteration 94Q (119602.920000 sec): 3 clusters
  Score: Raw -5493455.840903 + Penalty 3515.516666 = -5489940.324237
  nChanged 6
		SP:Iteration 95Q (119603.380000 sec): 3 clusters
  Score: Raw -5493456.990176 + Penalty 3515.516666 = -5489941.473510
  nChanged 4
		SP:Iteration 96Q (119603.800000 sec): 3 clusters
  Score: Raw -5493457.703461 + Penalty 3515.516666 = -5489942.186795
  nChanged 4
		SP:Iteration 97Q (119604.260000 sec): 3 clusters
  Score: Raw -5493458.229222 + Penalty 3515.516666 = -5489942.712556
  nChanged 7
		SP:Iteration 98Q (119604.700000 sec): 3 clusters
  Score: Raw -5493459.389962 + Penalty 3515.516666 = -5489943.873296
  nChanged 2
		SP:Iteration 99Q (119605.200000 sec): 3 clusters
  Score: Raw -5493459.656097 + Penalty 3515.516666 = -5489944.139431
  nChanged 0
		SP:Iteration 100F (119605.620000 sec): 3 clusters
  Score: Raw -5493459.656097 + Penalty 3515.516666 = -5489944.139431
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119606.720000 sec): 2 clusters
  Score: Raw -19997092.807066 + Penalty 1964.661398 = -19995128.145668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119608.070000 sec): 3 clusters
  Score: Raw -19879496.245960 + Penalty 3929.322796 = -19875566.923164
  nChanged 85990
		SP:Iteration 1F (119609.370000 sec): 3 clusters
  Score: Raw -19930727.802293 + Penalty 3929.322796 = -19926798.479497
  nChanged 6559
		SP:Iteration 2Q (119611.000000 sec): 3 clusters
  Score: Raw -19932718.148856 + Penalty 3929.322796 = -19928788.826060
  nChanged 7185
		SP:Iteration 3Q (119612.580000 sec): 3 clusters
  Score: Raw -19935369.226318 + Penalty 3929.322796 = -19931439.903522
  nChanged 8362
		SP:Iteration 4Q (119614.180000 sec): 3 clusters
  Score: Raw -19939128.039123 + Penalty 3929.322796 = -19935198.716327
  nChanged 9501
		SP:Iteration 5F (119615.640000 sec): 3 clusters
  Score: Raw -19944243.197501 + Penalty 3929.322796 = -19940313.874705
  nChanged 10647
		SP:Iteration 6F (119617.080000 sec): 3 clusters
  Score: Raw -19950671.777894 + Penalty 3929.322796 = -19946742.455098
  nChanged 10932
		SP:Iteration 7F (119618.570000 sec): 3 clusters
  Score: Raw -19957376.864558 + Penalty 3929.322796 = -19953447.541762
  nChanged 9920
		SP:Iteration 8F (119619.770000 sec): 3 clusters
  Score: Raw -19963033.092014 + Penalty 3929.322796 = -19959103.769218
  nChanged 8285
		SP:Iteration 9Q (119621.100000 sec): 3 clusters
  Score: Raw -19966674.051582 + Penalty 3929.322796 = -19962744.728786
  nChanged 5753
		SP:Iteration 10Q (119622.460000 sec): 3 clusters
  Score: Raw -19968339.600168 + Penalty 3929.322796 = -19964410.277372
  nChanged 3551
		SP:Iteration 11Q (119623.590000 sec): 3 clusters
  Score: Raw -19968998.659791 + Penalty 3929.322796 = -19965069.336995
  nChanged 2290
		SP:Iteration 12Q (119624.770000 sec): 3 clusters
  Score: Raw -19969306.752591 + Penalty 3929.322796 = -19965377.429795
  nChanged 1600
		SP:Iteration 13Q (119626.000000 sec): 3 clusters
  Score: Raw -19969505.339005 + Penalty 3929.322796 = -19965576.016209
  nChanged 1351
		SP:Iteration 14Q (119627.170000 sec): 3 clusters
  Score: Raw -19969663.899925 + Penalty 3929.322796 = -19965734.577129
  nChanged 1227
		SP:Iteration 15Q (119628.420000 sec): 3 clusters
  Score: Raw -19969809.757097 + Penalty 3929.322796 = -19965880.434301
  nChanged 1173
		SP:Iteration 16Q (119629.630000 sec): 3 clusters
  Score: Raw -19969954.633553 + Penalty 3929.322796 = -19966025.310757
  nChanged 1195
		SP:Iteration 17Q (119630.880000 sec): 3 clusters
  Score: Raw -19970106.528038 + Penalty 3929.322796 = -19966177.205242
  nChanged 1206
		SP:Iteration 18Q (119632.000000 sec): 3 clusters
  Score: Raw -19970264.660642 + Penalty 3929.322796 = -19966335.337846
  nChanged 1236
		SP:Iteration 19Q (119633.200000 sec): 3 clusters
  Score: Raw -19970428.858013 + Penalty 3929.322796 = -19966499.535217
  nChanged 1284
		SP:Iteration 20F (119634.300000 sec): 3 clusters
  Score: Raw -19970601.083467 + Penalty 3929.322796 = -19966671.760671
  nChanged 1236
		SP:Iteration 21Q (119635.530000 sec): 3 clusters
  Score: Raw -19970760.948177 + Penalty 3929.322796 = -19966831.625381
  nChanged 1228
		SP:Iteration 22Q (119636.680000 sec): 3 clusters
  Score: Raw -19970922.577382 + Penalty 3929.322796 = -19966993.254586
  nChanged 1245
		SP:Iteration 23Q (119637.710000 sec): 3 clusters
  Score: Raw -19971093.589824 + Penalty 3929.322796 = -19967164.267028
  nChanged 1280
		SP:Iteration 24Q (119638.870000 sec): 3 clusters
  Score: Raw -19971264.592639 + Penalty 3929.322796 = -19967335.269843
  nChanged 1260
		SP:Iteration 25Q (119640.050000 sec): 3 clusters
  Score: Raw -19971421.780286 + Penalty 3929.322796 = -19967492.457490
  nChanged 1208
		SP:Iteration 26Q (119641.150000 sec): 3 clusters
  Score: Raw -19971568.839521 + Penalty 3929.322796 = -19967639.516725
  nChanged 1244
		SP:Iteration 27Q (119642.330000 sec): 3 clusters
  Score: Raw -19971729.562043 + Penalty 3929.322796 = -19967800.239247
  nChanged 1254
		SP:Iteration 28Q (119643.460000 sec): 3 clusters
  Score: Raw -19971890.276405 + Penalty 3929.322796 = -19967960.953609
  nChanged 1315
		SP:Iteration 29Q (119644.630000 sec): 3 clusters
  Score: Raw -19972066.343071 + Penalty 3929.322796 = -19968137.020275
  nChanged 1372
		SP:Iteration 30Q (119645.750000 sec): 3 clusters
  Score: Raw -19972257.988090 + Penalty 3929.322796 = -19968328.665294
  nChanged 1461
		SP:Iteration 31Q (119646.810000 sec): 3 clusters
  Score: Raw -19972473.726316 + Penalty 3929.322796 = -19968544.403520
  nChanged 1556
		SP:Iteration 32Q (119647.870000 sec): 3 clusters
  Score: Raw -19972713.643480 + Penalty 3929.322796 = -19968784.320684
  nChanged 1609
		SP:Iteration 33Q (119648.950000 sec): 3 clusters
  Score: Raw -19972971.583597 + Penalty 3929.322796 = -19969042.260801
  nChanged 1726
		SP:Iteration 34Q (119650.070000 sec): 3 clusters
  Score: Raw -19973272.972657 + Penalty 3929.322796 = -19969343.649861
  nChanged 1852
		SP:Iteration 35Q (119651.180000 sec): 3 clusters
  Score: Raw -19973622.092974 + Penalty 3929.322796 = -19969692.770178
  nChanged 2031
		SP:Iteration 36Q (119652.250000 sec): 3 clusters
  Score: Raw -19974027.661383 + Penalty 3929.322796 = -19970098.338587
  nChanged 2134
		SP:Iteration 37Q (119653.280000 sec): 3 clusters
  Score: Raw -19974485.927319 + Penalty 3929.322796 = -19970556.604523
  nChanged 2272
		SP:Iteration 38Q (119654.380000 sec): 3 clusters
  Score: Raw -19975009.224569 + Penalty 3929.322796 = -19971079.901773
  nChanged 2441
		SP:Iteration 39Q (119655.500000 sec): 3 clusters
  Score: Raw -19975629.886732 + Penalty 3929.322796 = -19971700.563936
  nChanged 2697
		SP:Iteration 40F (119656.690000 sec): 3 clusters
  Score: Raw -19976368.773176 + Penalty 3929.322796 = -19972439.450380
  nChanged 2821
		SP:Iteration 41Q (119657.720000 sec): 3 clusters
  Score: Raw -19977220.683284 + Penalty 3929.322796 = -19973291.360487
  nChanged 3009
		SP:Iteration 42Q (119658.830000 sec): 3 clusters
  Score: Raw -19978224.027097 + Penalty 3929.322796 = -19974294.704301
  nChanged 3152
		SP:Iteration 43Q (119659.890000 sec): 3 clusters
  Score: Raw -19979352.325018 + Penalty 3929.322796 = -19975423.002222
  nChanged 3273
		SP:Iteration 44Q (119661.010000 sec): 3 clusters
  Score: Raw -19980644.086918 + Penalty 3929.322796 = -19976714.764122
  nChanged 3384
		SP:Iteration 45Q (119662.260000 sec): 3 clusters
  Score: Raw -19982095.831137 + Penalty 3929.322796 = -19978166.508341
  nChanged 3433
		SP:Iteration 46Q (119663.460000 sec): 3 clusters
  Score: Raw -19983716.649228 + Penalty 3929.322796 = -19979787.326432
  nChanged 3449
		SP:Iteration 47Q (119664.600000 sec): 3 clusters
  Score: Raw -19985479.851449 + Penalty 3929.322796 = -19981550.528653
  nChanged 3328
		SP:Iteration 48Q (119665.790000 sec): 3 clusters
  Score: Raw -19987286.257549 + Penalty 3929.322796 = -19983356.934753
  nChanged 3089
		SP:Iteration 49Q (119666.800000 sec): 3 clusters
  Score: Raw -19989046.558353 + Penalty 3929.322796 = -19985117.235557
  nChanged 2890
		SP:Iteration 50Q (119667.900000 sec): 3 clusters
  Score: Raw -19990798.910970 + Penalty 3929.322796 = -19986869.588174
  nChanged 2614
		SP:Iteration 51Q (119668.880000 sec): 3 clusters
  Score: Raw -19992452.432599 + Penalty 3929.322796 = -19988523.109802
  nChanged 2270
		SP:Iteration 52Q (119670.040000 sec): 3 clusters
  Score: Raw -19993926.529045 + Penalty 3929.322796 = -19989997.206249
  nChanged 1813
		SP:Iteration 53Q (119671.100000 sec): 3 clusters
  Score: Raw -19995071.214243 + Penalty 3929.322796 = -19991141.891446
  nChanged 1400
		SP:Iteration 54Q (119672.150000 sec): 3 clusters
  Score: Raw -19995935.290315 + Penalty 3929.322796 = -19992005.967519
  nChanged 1021
		SP:Iteration 55Q (119673.130000 sec): 3 clusters
  Score: Raw -19996492.276014 + Penalty 3929.322796 = -19992562.953218
  nChanged 739
		SP:Iteration 56Q (119674.120000 sec): 3 clusters
  Score: Raw -19996883.879873 + Penalty 3929.322796 = -19992954.557077
  nChanged 563
		SP:Iteration 57Q (119675.080000 sec): 3 clusters
  Score: Raw -19997160.601969 + Penalty 3929.322796 = -19993231.279173
  nChanged 396
		SP:Iteration 58Q (119676.040000 sec): 3 clusters
  Score: Raw -19997338.215859 + Penalty 3929.322796 = -19993408.893063
  nChanged 266
		SP:Iteration 59Q (119677.120000 sec): 3 clusters
  Score: Raw -19997442.112602 + Penalty 3929.322796 = -19993512.789806
  nChanged 192
		SP:Iteration 60F (119678.230000 sec): 3 clusters
  Score: Raw -19997513.710530 + Penalty 3929.322796 = -19993584.387734
  nChanged 152
		SP:Iteration 61Q (119679.120000 sec): 3 clusters
  Score: Raw -19997572.624968 + Penalty 3929.322796 = -19993643.302172
  nChanged 124
		SP:Iteration 62Q (119680.110000 sec): 3 clusters
  Score: Raw -19997615.130622 + Penalty 3929.322796 = -19993685.807826
  nChanged 99
		SP:Iteration 63Q (119681.030000 sec): 3 clusters
  Score: Raw -19997651.297211 + Penalty 3929.322796 = -19993721.974415
  nChanged 77
		SP:Iteration 64Q (119681.960000 sec): 3 clusters
  Score: Raw -19997676.874090 + Penalty 3929.322796 = -19993747.551294
  nChanged 61
		SP:Iteration 65Q (119682.920000 sec): 3 clusters
  Score: Raw -19997696.348536 + Penalty 3929.322796 = -19993767.025740
  nChanged 50
		SP:Iteration 66Q (119683.910000 sec): 3 clusters
  Score: Raw -19997712.105157 + Penalty 3929.322796 = -19993782.782361
  nChanged 50
		SP:Iteration 67Q (119684.870000 sec): 3 clusters
  Score: Raw -19997727.439510 + Penalty 3929.322796 = -19993798.116714
  nChanged 39
		SP:Iteration 68Q (119685.830000 sec): 3 clusters
  Score: Raw -19997739.227901 + Penalty 3929.322796 = -19993809.905105
  nChanged 30
		SP:Iteration 69Q (119686.920000 sec): 3 clusters
  Score: Raw -19997746.719747 + Penalty 3929.322796 = -19993817.396951
  nChanged 17
		SP:Iteration 70Q (119687.990000 sec): 3 clusters
  Score: Raw -19997750.479484 + Penalty 3929.322796 = -19993821.156688
  nChanged 19
		SP:Iteration 71Q (119689.070000 sec): 3 clusters
  Score: Raw -19997754.163286 + Penalty 3929.322796 = -19993824.840490
  nChanged 10
		SP:Iteration 72Q (119690.000000 sec): 3 clusters
  Score: Raw -19997756.215032 + Penalty 3929.322796 = -19993826.892236
  nChanged 10
		SP:Iteration 73Q (119691.040000 sec): 3 clusters
  Score: Raw -19997758.515506 + Penalty 3929.322796 = -19993829.192710
  nChanged 17
		SP:Iteration 74Q (119692.180000 sec): 3 clusters
  Score: Raw -19997761.770161 + Penalty 3929.322796 = -19993832.447365
  nChanged 13
		SP:Iteration 75Q (119693.280000 sec): 3 clusters
  Score: Raw -19997765.547970 + Penalty 3929.322796 = -19993836.225174
  nChanged 17
		SP:Iteration 76Q (119694.410000 sec): 3 clusters
  Score: Raw -19997768.780490 + Penalty 3929.322796 = -19993839.457694
  nChanged 14
		SP:Iteration 77Q (119695.620000 sec): 3 clusters
  Score: Raw -19997771.586112 + Penalty 3929.322796 = -19993842.263316
  nChanged 13
		SP:Iteration 78Q (119696.720000 sec): 3 clusters
  Score: Raw -19997775.222438 + Penalty 3929.322796 = -19993845.899642
  nChanged 10
		SP:Iteration 79Q (119698.010000 sec): 3 clusters
  Score: Raw -19997779.525051 + Penalty 3929.322796 = -19993850.202255
  nChanged 11
		SP:Iteration 80F (119699.230000 sec): 3 clusters
  Score: Raw -19997782.365259 + Penalty 3929.322796 = -19993853.042463
  nChanged 12
		SP:Iteration 81Q (119700.300000 sec): 3 clusters
  Score: Raw -19997784.960833 + Penalty 3929.322796 = -19993855.638037
  nChanged 12
		SP:Iteration 82Q (119701.710000 sec): 3 clusters
  Score: Raw -19997787.775517 + Penalty 3929.322796 = -19993858.452721
  nChanged 7
		SP:Iteration 83Q (119702.760000 sec): 3 clusters
  Score: Raw -19997789.247729 + Penalty 3929.322796 = -19993859.924933
  nChanged 4
		SP:Iteration 84Q (119703.960000 sec): 3 clusters
  Score: Raw -19997790.050405 + Penalty 3929.322796 = -19993860.727609
  nChanged 2
		SP:Iteration 85Q (119704.950000 sec): 3 clusters
  Score: Raw -19997790.404893 + Penalty 3929.322796 = -19993861.082097
  nChanged 0
		SP:Iteration 86F (119705.970000 sec): 3 clusters
  Score: Raw -19997790.404893 + Penalty 3929.322796 = -19993861.082097
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119706.310000 sec): 2 clusters
  Score: Raw -2220744.159841 + Penalty 1625.842786 = -2219118.317055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119706.680000 sec): 3 clusters
  Score: Raw -2207369.749101 + Penalty 3251.685571 = -2204118.063530
  nChanged 10016
		SP:Iteration 1F (119707.020000 sec): 3 clusters
  Score: Raw -2213056.242685 + Penalty 3251.685571 = -2209804.557114
  nChanged 1461
		SP:Iteration 2F (119707.270000 sec): 3 clusters
  Score: Raw -2213910.006983 + Penalty 3251.685571 = -2210658.321412
  nChanged 1571
		SP:Iteration 3F (119707.640000 sec): 3 clusters
  Score: Raw -2214957.627934 + Penalty 3251.685571 = -2211705.942363
  nChanged 1643
		SP:Iteration 4F (119707.960000 sec): 3 clusters
  Score: Raw -2216085.528145 + Penalty 3251.685571 = -2212833.842574
  nChanged 1453
		SP:Iteration 5F (119708.290000 sec): 3 clusters
  Score: Raw -2216930.807084 + Penalty 3251.685571 = -2213679.121513
  nChanged 1221
		SP:Iteration 6F (119708.600000 sec): 3 clusters
  Score: Raw -2217577.411398 + Penalty 3251.685571 = -2214325.725827
  nChanged 999
		SP:Iteration 7Q (119708.930000 sec): 3 clusters
  Score: Raw -2218073.721094 + Penalty 3251.685571 = -2214822.035523
  nChanged 842
		SP:Iteration 8Q (119709.230000 sec): 3 clusters
  Score: Raw -2218474.554923 + Penalty 3251.685571 = -2215222.869352
  nChanged 770
		SP:Iteration 9Q (119709.610000 sec): 3 clusters
  Score: Raw -2218835.789706 + Penalty 3251.685571 = -2215584.104135
  nChanged 707
		SP:Iteration 10Q (119709.920000 sec): 3 clusters
  Score: Raw -2219152.673392 + Penalty 3251.685571 = -2215900.987821
  nChanged 635
		SP:Iteration 11Q (119710.240000 sec): 3 clusters
  Score: Raw -2219418.860124 + Penalty 3251.685571 = -2216167.174553
  nChanged 578
		SP:Iteration 12Q (119710.520000 sec): 3 clusters
  Score: Raw -2219647.720231 + Penalty 3251.685571 = -2216396.034660
  nChanged 547
		SP:Iteration 13Q (119710.860000 sec): 3 clusters
  Score: Raw -2219848.375893 + Penalty 3251.685571 = -2216596.690322
  nChanged 480
		SP:Iteration 14Q (119711.120000 sec): 3 clusters
  Score: Raw -2220015.086322 + Penalty 3251.685571 = -2216763.400751
  nChanged 441
		SP:Iteration 15Q (119711.400000 sec): 3 clusters
  Score: Raw -2220164.167866 + Penalty 3251.685571 = -2216912.482295
  nChanged 404
		SP:Iteration 16Q (119711.690000 sec): 3 clusters
  Score: Raw -2220297.287092 + Penalty 3251.685571 = -2217045.601521
  nChanged 401
		SP:Iteration 17Q (119711.960000 sec): 3 clusters
  Score: Raw -2220434.431729 + Penalty 3251.685571 = -2217182.746158
  nChanged 394
		SP:Iteration 18Q (119712.230000 sec): 3 clusters
  Score: Raw -2220577.711257 + Penalty 3251.685571 = -2217326.025686
  nChanged 373
		SP:Iteration 19Q (119712.510000 sec): 3 clusters
  Score: Raw -2220706.708323 + Penalty 3251.685571 = -2217455.022752
  nChanged 331
		SP:Iteration 20F (119712.800000 sec): 3 clusters
  Score: Raw -2220825.535015 + Penalty 3251.685571 = -2217573.849444
  nChanged 335
		SP:Iteration 21Q (119713.070000 sec): 3 clusters
  Score: Raw -2220953.059344 + Penalty 3251.685571 = -2217701.373773
  nChanged 306
		SP:Iteration 22Q (119713.430000 sec): 3 clusters
  Score: Raw -2221075.924570 + Penalty 3251.685571 = -2217824.238999
  nChanged 286
		SP:Iteration 23Q (119713.770000 sec): 3 clusters
  Score: Raw -2221190.289403 + Penalty 3251.685571 = -2217938.603832
  nChanged 257
		SP:Iteration 24Q (119714.090000 sec): 3 clusters
  Score: Raw -2221289.448797 + Penalty 3251.685571 = -2218037.763226
  nChanged 223
		SP:Iteration 25Q (119714.400000 sec): 3 clusters
  Score: Raw -2221366.830156 + Penalty 3251.685571 = -2218115.144585
  nChanged 196
		SP:Iteration 26Q (119714.730000 sec): 3 clusters
  Score: Raw -2221429.947447 + Penalty 3251.685571 = -2218178.261876
  nChanged 160
		SP:Iteration 27Q (119714.990000 sec): 3 clusters
  Score: Raw -2221476.901253 + Penalty 3251.685571 = -2218225.215682
  nChanged 146
		SP:Iteration 28Q (119715.290000 sec): 3 clusters
  Score: Raw -2221518.680922 + Penalty 3251.685571 = -2218266.995351
  nChanged 119
		SP:Iteration 29Q (119715.550000 sec): 3 clusters
  Score: Raw -2221552.376126 + Penalty 3251.685571 = -2218300.690555
  nChanged 111
		SP:Iteration 30Q (119715.830000 sec): 3 clusters
  Score: Raw -2221579.129304 + Penalty 3251.685571 = -2218327.443733
  nChanged 83
		SP:Iteration 31Q (119716.120000 sec): 3 clusters
  Score: Raw -2221598.131069 + Penalty 3251.685571 = -2218346.445498
  nChanged 74
		SP:Iteration 32Q (119716.440000 sec): 3 clusters
  Score: Raw -2221614.108192 + Penalty 3251.685571 = -2218362.422621
  nChanged 60
		SP:Iteration 33Q (119716.810000 sec): 3 clusters
  Score: Raw -2221626.196653 + Penalty 3251.685571 = -2218374.511082
  nChanged 45
		SP:Iteration 34Q (119717.080000 sec): 3 clusters
  Score: Raw -2221635.128928 + Penalty 3251.685571 = -2218383.443357
  nChanged 50
		SP:Iteration 35Q (119717.390000 sec): 3 clusters
  Score: Raw -2221643.355689 + Penalty 3251.685571 = -2218391.670118
  nChanged 32
		SP:Iteration 36Q (119717.730000 sec): 3 clusters
  Score: Raw -2221650.877654 + Penalty 3251.685571 = -2218399.192083
  nChanged 33
		SP:Iteration 37Q (119717.970000 sec): 3 clusters
  Score: Raw -2221658.208689 + Penalty 3251.685571 = -2218406.523118
  nChanged 26
		SP:Iteration 38Q (119718.330000 sec): 3 clusters
  Score: Raw -2221664.094444 + Penalty 3251.685571 = -2218412.408873
  nChanged 27
		SP:Iteration 39Q (119718.650000 sec): 3 clusters
  Score: Raw -2221669.823302 + Penalty 3251.685571 = -2218418.137731
  nChanged 26
		SP:Iteration 40F (119719.000000 sec): 3 clusters
  Score: Raw -2221675.043785 + Penalty 3251.685571 = -2218423.358214
  nChanged 29
		SP:Iteration 41Q (119719.290000 sec): 3 clusters
  Score: Raw -2221681.103223 + Penalty 3251.685571 = -2218429.417652
  nChanged 31
		SP:Iteration 42Q (119719.600000 sec): 3 clusters
  Score: Raw -2221687.511809 + Penalty 3251.685571 = -2218435.826238
  nChanged 30
		SP:Iteration 43Q (119719.930000 sec): 3 clusters
  Score: Raw -2221694.810965 + Penalty 3251.685571 = -2218443.125394
  nChanged 30
		SP:Iteration 44Q (119720.250000 sec): 3 clusters
  Score: Raw -2221701.080084 + Penalty 3251.685571 = -2218449.394513
  nChanged 30
		SP:Iteration 45Q (119720.580000 sec): 3 clusters
  Score: Raw -2221705.930796 + Penalty 3251.685571 = -2218454.245225
  nChanged 21
		SP:Iteration 46Q (119720.890000 sec): 3 clusters
  Score: Raw -2221708.897086 + Penalty 3251.685571 = -2218457.211515
  nChanged 18
		SP:Iteration 47Q (119721.140000 sec): 3 clusters
  Score: Raw -2221711.497260 + Penalty 3251.685571 = -2218459.811689
  nChanged 20
		SP:Iteration 48Q (119721.450000 sec): 3 clusters
  Score: Raw -2221715.348621 + Penalty 3251.685571 = -2218463.663050
  nChanged 18
		SP:Iteration 49Q (119721.790000 sec): 3 clusters
  Score: Raw -2221718.542834 + Penalty 3251.685571 = -2218466.857263
  nChanged 21
		SP:Iteration 50Q (119722.120000 sec): 3 clusters
  Score: Raw -2221722.736218 + Penalty 3251.685571 = -2218471.050647
  nChanged 18
		SP:Iteration 51Q (119722.450000 sec): 3 clusters
  Score: Raw -2221726.843142 + Penalty 3251.685571 = -2218475.157571
  nChanged 13
		SP:Iteration 52Q (119722.790000 sec): 3 clusters
  Score: Raw -2221729.827241 + Penalty 3251.685571 = -2218478.141670
  nChanged 15
		SP:Iteration 53Q (119723.110000 sec): 3 clusters
  Score: Raw -2221732.304338 + Penalty 3251.685571 = -2218480.618767
  nChanged 12
		SP:Iteration 54Q (119723.390000 sec): 3 clusters
  Score: Raw -2221735.909363 + Penalty 3251.685571 = -2218484.223792
  nChanged 15
		SP:Iteration 55Q (119723.720000 sec): 3 clusters
  Score: Raw -2221739.766201 + Penalty 3251.685571 = -2218488.080630
  nChanged 18
		SP:Iteration 56Q (119724.010000 sec): 3 clusters
  Score: Raw -2221743.887647 + Penalty 3251.685571 = -2218492.202076
  nChanged 16
		SP:Iteration 57Q (119724.300000 sec): 3 clusters
  Score: Raw -2221749.422531 + Penalty 3251.685571 = -2218497.736960
  nChanged 23
		SP:Iteration 58Q (119724.600000 sec): 3 clusters
  Score: Raw -2221758.368845 + Penalty 3251.685571 = -2218506.683274
  nChanged 26
		SP:Iteration 59Q (119724.860000 sec): 3 clusters
  Score: Raw -2221767.416868 + Penalty 3251.685571 = -2218515.731297
  nChanged 29
		SP:Iteration 60F (119725.170000 sec): 3 clusters
  Score: Raw -2221775.964581 + Penalty 3251.685571 = -2218524.279010
  nChanged 29
		SP:Iteration 61Q (119725.440000 sec): 3 clusters
  Score: Raw -2221786.567634 + Penalty 3251.685571 = -2218534.882063
  nChanged 32
		SP:Iteration 62Q (119725.730000 sec): 3 clusters
  Score: Raw -2221795.439937 + Penalty 3251.685571 = -2218543.754366
  nChanged 24
		SP:Iteration 63Q (119725.990000 sec): 3 clusters
  Score: Raw -2221800.908566 + Penalty 3251.685571 = -2218549.222995
  nChanged 17
		SP:Iteration 64Q (119726.290000 sec): 3 clusters
  Score: Raw -2221805.047003 + Penalty 3251.685571 = -2218553.361432
  nChanged 18
		SP:Iteration 65Q (119726.610000 sec): 3 clusters
  Score: Raw -2221808.618657 + Penalty 3251.685571 = -2218556.933086
  nChanged 21
		SP:Iteration 66Q (119726.900000 sec): 3 clusters
  Score: Raw -2221812.532468 + Penalty 3251.685571 = -2218560.846897
  nChanged 18
		SP:Iteration 67Q (119727.190000 sec): 3 clusters
  Score: Raw -2221816.826255 + Penalty 3251.685571 = -2218565.140684
  nChanged 21
		SP:Iteration 68Q (119727.500000 sec): 3 clusters
  Score: Raw -2221824.318973 + Penalty 3251.685571 = -2218572.633402
  nChanged 26
		SP:Iteration 69Q (119727.800000 sec): 3 clusters
  Score: Raw -2221831.370758 + Penalty 3251.685571 = -2218579.685187
  nChanged 23
		SP:Iteration 70Q (119728.140000 sec): 3 clusters
  Score: Raw -2221838.696215 + Penalty 3251.685571 = -2218587.010644
  nChanged 25
		SP:Iteration 71Q (119728.480000 sec): 3 clusters
  Score: Raw -2221846.331923 + Penalty 3251.685571 = -2218594.646352
  nChanged 27
		SP:Iteration 72Q (119728.760000 sec): 3 clusters
  Score: Raw -2221853.874365 + Penalty 3251.685571 = -2218602.188794
  nChanged 23
		SP:Iteration 73Q (119729.010000 sec): 3 clusters
  Score: Raw -2221859.434989 + Penalty 3251.685571 = -2218607.749418
  nChanged 31
		SP:Iteration 74Q (119729.290000 sec): 3 clusters
  Score: Raw -2221866.909367 + Penalty 3251.685571 = -2218615.223796
  nChanged 19
		SP:Iteration 75Q (119729.640000 sec): 3 clusters
  Score: Raw -2221870.397467 + Penalty 3251.685571 = -2218618.711896
  nChanged 21
		SP:Iteration 76Q (119729.930000 sec): 3 clusters
  Score: Raw -2221874.618933 + Penalty 3251.685571 = -2218622.933362
  nChanged 20
		SP:Iteration 77Q (119730.230000 sec): 3 clusters
  Score: Raw -2221879.979986 + Penalty 3251.685571 = -2218628.294415
  nChanged 14
		SP:Iteration 78Q (119730.550000 sec): 3 clusters
  Score: Raw -2221883.911836 + Penalty 3251.685571 = -2218632.226265
  nChanged 15
		SP:Iteration 79Q (119730.840000 sec): 3 clusters
  Score: Raw -2221886.981018 + Penalty 3251.685571 = -2218635.295447
  nChanged 15
		SP:Iteration 80F (119731.230000 sec): 3 clusters
  Score: Raw -2221889.458238 + Penalty 3251.685571 = -2218637.772667
  nChanged 11
		SP:Iteration 81Q (119731.560000 sec): 3 clusters
  Score: Raw -2221891.388916 + Penalty 3251.685571 = -2218639.703345
  nChanged 12
		SP:Iteration 82Q (119731.920000 sec): 3 clusters
  Score: Raw -2221893.736876 + Penalty 3251.685571 = -2218642.051305
  nChanged 8
		SP:Iteration 83Q (119732.240000 sec): 3 clusters
  Score: Raw -2221897.576215 + Penalty 3251.685571 = -2218645.890644
  nChanged 12
		SP:Iteration 84Q (119732.590000 sec): 3 clusters
  Score: Raw -2221900.179637 + Penalty 3251.685571 = -2218648.494066
  nChanged 14
		SP:Iteration 85Q (119732.920000 sec): 3 clusters
  Score: Raw -2221902.671036 + Penalty 3251.685571 = -2218650.985465
  nChanged 5
		SP:Iteration 86Q (119733.240000 sec): 3 clusters
  Score: Raw -2221903.455875 + Penalty 3251.685571 = -2218651.770304
  nChanged 4
		SP:Iteration 87Q (119733.540000 sec): 3 clusters
  Score: Raw -2221903.994690 + Penalty 3251.685571 = -2218652.309119
  nChanged 2
		SP:Iteration 88Q (119733.820000 sec): 3 clusters
  Score: Raw -2221904.458308 + Penalty 3251.685571 = -2218652.772737
  nChanged 2
		SP:Iteration 89Q (119734.140000 sec): 3 clusters
  Score: Raw -2221904.680010 + Penalty 3251.685571 = -2218652.994439
  nChanged 1
		SP:Iteration 90Q (119734.480000 sec): 3 clusters
  Score: Raw -2221904.811582 + Penalty 3251.685571 = -2218653.126011
  nChanged 1
		SP:Iteration 91Q (119734.740000 sec): 3 clusters
  Score: Raw -2221904.976267 + Penalty 3251.685571 = -2218653.290696
  nChanged 1
		SP:Iteration 92Q (119735.080000 sec): 3 clusters
  Score: Raw -2221905.690481 + Penalty 3251.685571 = -2218654.004910
  nChanged 2
		SP:Iteration 93Q (119735.340000 sec): 3 clusters
  Score: Raw -2221906.682692 + Penalty 3251.685571 = -2218654.997121
  nChanged 2
		SP:Iteration 94Q (119735.670000 sec): 3 clusters
  Score: Raw -2221907.273838 + Penalty 3251.685571 = -2218655.588267
  nChanged 4
		SP:Iteration 95Q (119735.940000 sec): 3 clusters
  Score: Raw -2221907.944965 + Penalty 3251.685571 = -2218656.259394
  nChanged 1
		SP:Iteration 96Q (119736.220000 sec): 3 clusters
  Score: Raw -2221908.553614 + Penalty 3251.685571 = -2218656.868043
  nChanged 3
		SP:Iteration 97Q (119736.440000 sec): 3 clusters
  Score: Raw -2221909.090138 + Penalty 3251.685571 = -2218657.404567
  nChanged 3
		SP:Iteration 98Q (119736.750000 sec): 3 clusters
  Score: Raw -2221909.576466 + Penalty 3251.685571 = -2218657.890895
  nChanged 3
		SP:Iteration 99Q (119737.020000 sec): 3 clusters
  Score: Raw -2221909.997694 + Penalty 3251.685571 = -2218658.312123
  nChanged 1
		SP:Iteration 100F (119737.290000 sec): 3 clusters
  Score: Raw -2221910.152015 + Penalty 3251.685571 = -2218658.466444
  nChanged 1
		SP:Iteration 101Q (119737.580000 sec): 3 clusters
  Score: Raw -2221910.250386 + Penalty 3251.685571 = -2218658.564815
  nChanged 0
		SP:Iteration 102F (119737.890000 sec): 3 clusters
  Score: Raw -2221910.250386 + Penalty 3251.685571 = -2218658.564815
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119738.060000 sec): 2 clusters
  Score: Raw -1059648.492616 + Penalty 1473.769810 = -1058174.722806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119738.270000 sec): 3 clusters
  Score: Raw -1054787.888201 + Penalty 2947.539621 = -1051840.348580
  nChanged 3677
		SP:Iteration 1F (119738.490000 sec): 3 clusters
  Score: Raw -1056735.217512 + Penalty 2947.539621 = -1053787.677891
  nChanged 579
		SP:Iteration 2F (119738.750000 sec): 3 clusters
  Score: Raw -1057010.417797 + Penalty 2947.539621 = -1054062.878177
  nChanged 500
		SP:Iteration 3F (119739.050000 sec): 3 clusters
  Score: Raw -1057294.350673 + Penalty 2947.539621 = -1054346.811053
  nChanged 494
		SP:Iteration 4F (119739.240000 sec): 3 clusters
  Score: Raw -1057624.230202 + Penalty 2947.539621 = -1054676.690582
  nChanged 505
		SP:Iteration 5F (119739.440000 sec): 3 clusters
  Score: Raw -1057949.084389 + Penalty 2947.539621 = -1055001.544769
  nChanged 489
		SP:Iteration 6F (119739.620000 sec): 3 clusters
  Score: Raw -1058285.679590 + Penalty 2947.539621 = -1055338.139970
  nChanged 440
		SP:Iteration 7F (119739.850000 sec): 3 clusters
  Score: Raw -1058613.626210 + Penalty 2947.539621 = -1055666.086589
  nChanged 397
		SP:Iteration 8Q (119740.060000 sec): 3 clusters
  Score: Raw -1058926.015366 + Penalty 2947.539621 = -1055978.475746
  nChanged 339
		SP:Iteration 9Q (119740.290000 sec): 3 clusters
  Score: Raw -1059190.298258 + Penalty 2947.539621 = -1056242.758638
  nChanged 266
		SP:Iteration 10Q (119740.480000 sec): 3 clusters
  Score: Raw -1059383.412289 + Penalty 2947.539621 = -1056435.872668
  nChanged 216
		SP:Iteration 11Q (119740.700000 sec): 3 clusters
  Score: Raw -1059533.437058 + Penalty 2947.539621 = -1056585.897437
  nChanged 177
		SP:Iteration 12Q (119740.940000 sec): 3 clusters
  Score: Raw -1059658.161882 + Penalty 2947.539621 = -1056710.622262
  nChanged 138
		SP:Iteration 13Q (119741.140000 sec): 3 clusters
  Score: Raw -1059779.035754 + Penalty 2947.539621 = -1056831.496133
  nChanged 123
		SP:Iteration 14Q (119741.360000 sec): 3 clusters
  Score: Raw -1059894.671736 + Penalty 2947.539621 = -1056947.132115
  nChanged 90
		SP:Iteration 15Q (119741.560000 sec): 3 clusters
  Score: Raw -1059974.512898 + Penalty 2947.539621 = -1057026.973278
  nChanged 86
		SP:Iteration 16Q (119741.720000 sec): 3 clusters
  Score: Raw -1060072.196826 + Penalty 2947.539621 = -1057124.657205
  nChanged 61
		SP:Iteration 17Q (119741.930000 sec): 3 clusters
  Score: Raw -1060132.042056 + Penalty 2947.539621 = -1057184.502435
  nChanged 54
		SP:Iteration 18Q (119742.180000 sec): 3 clusters
  Score: Raw -1060183.856837 + Penalty 2947.539621 = -1057236.317217
  nChanged 42
		SP:Iteration 19Q (119742.400000 sec): 3 clusters
  Score: Raw -1060215.781414 + Penalty 2947.539621 = -1057268.241793
  nChanged 27
		SP:Iteration 20F (119742.620000 sec): 3 clusters
  Score: Raw -1060229.841651 + Penalty 2947.539621 = -1057282.302030
  nChanged 26
		SP:Iteration 21Q (119742.860000 sec): 3 clusters
  Score: Raw -1060243.696533 + Penalty 2947.539621 = -1057296.156912
  nChanged 20
		SP:Iteration 22Q (119743.100000 sec): 3 clusters
  Score: Raw -1060255.008615 + Penalty 2947.539621 = -1057307.468994
  nChanged 13
		SP:Iteration 23Q (119743.290000 sec): 3 clusters
  Score: Raw -1060262.665300 + Penalty 2947.539621 = -1057315.125679
  nChanged 11
		SP:Iteration 24Q (119743.490000 sec): 3 clusters
  Score: Raw -1060268.471161 + Penalty 2947.539621 = -1057320.931540
  nChanged 8
		SP:Iteration 25Q (119743.730000 sec): 3 clusters
  Score: Raw -1060272.715134 + Penalty 2947.539621 = -1057325.175513
  nChanged 10
		SP:Iteration 26Q (119743.940000 sec): 3 clusters
  Score: Raw -1060279.425793 + Penalty 2947.539621 = -1057331.886173
  nChanged 5
		SP:Iteration 27Q (119744.180000 sec): 3 clusters
  Score: Raw -1060282.353677 + Penalty 2947.539621 = -1057334.814056
  nChanged 5
		SP:Iteration 28Q (119744.390000 sec): 3 clusters
  Score: Raw -1060284.343238 + Penalty 2947.539621 = -1057336.803618
  nChanged 5
		SP:Iteration 29Q (119744.660000 sec): 3 clusters
  Score: Raw -1060287.308305 + Penalty 2947.539621 = -1057339.768684
  nChanged 6
		SP:Iteration 30Q (119744.900000 sec): 3 clusters
  Score: Raw -1060290.459490 + Penalty 2947.539621 = -1057342.919869
  nChanged 5
		SP:Iteration 31Q (119745.150000 sec): 3 clusters
  Score: Raw -1060292.471041 + Penalty 2947.539621 = -1057344.931420
  nChanged 2
		SP:Iteration 32Q (119745.360000 sec): 3 clusters
  Score: Raw -1060293.554494 + Penalty 2947.539621 = -1057346.014873
  nChanged 2
		SP:Iteration 33Q (119745.530000 sec): 3 clusters
  Score: Raw -1060294.546337 + Penalty 2947.539621 = -1057347.006716
  nChanged 0
		SP:Iteration 34F (119745.770000 sec): 3 clusters
  Score: Raw -1060294.546337 + Penalty 2947.539621 = -1057347.006716
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119745.960000 sec): 2 clusters
  Score: Raw -2764833.656032 + Penalty 1640.178343 = -2763193.477689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119746.320000 sec): 3 clusters
  Score: Raw -2750014.062141 + Penalty 3280.356685 = -2746733.705456
  nChanged 11070
		SP:Iteration 1F (119746.700000 sec): 3 clusters
  Score: Raw -2756322.465466 + Penalty 3280.356685 = -2753042.108780
  nChanged 1434
		SP:Iteration 2F (119747.050000 sec): 3 clusters
  Score: Raw -2756989.257966 + Penalty 3280.356685 = -2753708.901281
  nChanged 1462
		SP:Iteration 3F (119747.370000 sec): 3 clusters
  Score: Raw -2757810.257399 + Penalty 3280.356685 = -2754529.900713
  nChanged 1637
		SP:Iteration 4F (119747.700000 sec): 3 clusters
  Score: Raw -2758953.650923 + Penalty 3280.356685 = -2755673.294238
  nChanged 1760
		SP:Iteration 5F (119748.050000 sec): 3 clusters
  Score: Raw -2760264.121094 + Penalty 3280.356685 = -2756983.764408
  nChanged 1634
		SP:Iteration 6F (119748.390000 sec): 3 clusters
  Score: Raw -2761679.105690 + Penalty 3280.356685 = -2758398.749004
  nChanged 1371
		SP:Iteration 7F (119748.820000 sec): 3 clusters
  Score: Raw -2762949.968041 + Penalty 3280.356685 = -2759669.611356
  nChanged 925
		SP:Iteration 8Q (119749.120000 sec): 3 clusters
  Score: Raw -2763831.110040 + Penalty 3280.356685 = -2760550.753355
  nChanged 591
		SP:Iteration 9Q (119749.440000 sec): 3 clusters
  Score: Raw -2764372.310618 + Penalty 3280.356685 = -2761091.953932
  nChanged 388
		SP:Iteration 10Q (119749.800000 sec): 3 clusters
  Score: Raw -2764660.580669 + Penalty 3280.356685 = -2761380.223984
  nChanged 252
		SP:Iteration 11Q (119750.140000 sec): 3 clusters
  Score: Raw -2764819.371914 + Penalty 3280.356685 = -2761539.015229
  nChanged 164
		SP:Iteration 12Q (119750.470000 sec): 3 clusters
  Score: Raw -2764908.896144 + Penalty 3280.356685 = -2761628.539458
  nChanged 138
		SP:Iteration 13Q (119750.770000 sec): 3 clusters
  Score: Raw -2764969.611210 + Penalty 3280.356685 = -2761689.254525
  nChanged 104
		SP:Iteration 14Q (119751.090000 sec): 3 clusters
  Score: Raw -2765011.809964 + Penalty 3280.356685 = -2761731.453279
  nChanged 92
		SP:Iteration 15Q (119751.470000 sec): 3 clusters
  Score: Raw -2765051.795118 + Penalty 3280.356685 = -2761771.438433
  nChanged 76
		SP:Iteration 16Q (119751.800000 sec): 3 clusters
  Score: Raw -2765091.386964 + Penalty 3280.356685 = -2761811.030279
  nChanged 74
		SP:Iteration 17Q (119752.100000 sec): 3 clusters
  Score: Raw -2765128.256673 + Penalty 3280.356685 = -2761847.899987
  nChanged 57
		SP:Iteration 18Q (119752.400000 sec): 3 clusters
  Score: Raw -2765152.422126 + Penalty 3280.356685 = -2761872.065440
  nChanged 42
		SP:Iteration 19Q (119752.740000 sec): 3 clusters
  Score: Raw -2765170.514590 + Penalty 3280.356685 = -2761890.157905
  nChanged 44
		SP:Iteration 20F (119753.020000 sec): 3 clusters
  Score: Raw -2765187.855579 + Penalty 3280.356685 = -2761907.498893
  nChanged 31
		SP:Iteration 21Q (119753.250000 sec): 3 clusters
  Score: Raw -2765196.028999 + Penalty 3280.356685 = -2761915.672313
  nChanged 17
		SP:Iteration 22Q (119753.580000 sec): 3 clusters
  Score: Raw -2765200.698793 + Penalty 3280.356685 = -2761920.342107
  nChanged 21
		SP:Iteration 23Q (119753.890000 sec): 3 clusters
  Score: Raw -2765208.254906 + Penalty 3280.356685 = -2761927.898221
  nChanged 21
		SP:Iteration 24Q (119754.250000 sec): 3 clusters
  Score: Raw -2765214.611610 + Penalty 3280.356685 = -2761934.254924
  nChanged 23
		SP:Iteration 25Q (119754.490000 sec): 3 clusters
  Score: Raw -2765222.314309 + Penalty 3280.356685 = -2761941.957624
  nChanged 20
		SP:Iteration 26Q (119754.870000 sec): 3 clusters
  Score: Raw -2765228.839862 + Penalty 3280.356685 = -2761948.483177
  nChanged 14
		SP:Iteration 27Q (119755.230000 sec): 3 clusters
  Score: Raw -2765233.220038 + Penalty 3280.356685 = -2761952.863353
  nChanged 17
		SP:Iteration 28Q (119755.510000 sec): 3 clusters
  Score: Raw -2765240.250840 + Penalty 3280.356685 = -2761959.894155
  nChanged 11
		SP:Iteration 29Q (119755.790000 sec): 3 clusters
  Score: Raw -2765243.290853 + Penalty 3280.356685 = -2761962.934168
  nChanged 7
		SP:Iteration 30Q (119756.050000 sec): 3 clusters
  Score: Raw -2765246.208410 + Penalty 3280.356685 = -2761965.851725
  nChanged 12
		SP:Iteration 31Q (119756.390000 sec): 3 clusters
  Score: Raw -2765250.655189 + Penalty 3280.356685 = -2761970.298504
  nChanged 10
		SP:Iteration 32Q (119756.730000 sec): 3 clusters
  Score: Raw -2765253.771385 + Penalty 3280.356685 = -2761973.414700
  nChanged 6
		SP:Iteration 33Q (119756.990000 sec): 3 clusters
  Score: Raw -2765256.038156 + Penalty 3280.356685 = -2761975.681470
  nChanged 6
		SP:Iteration 34Q (119757.370000 sec): 3 clusters
  Score: Raw -2765258.229453 + Penalty 3280.356685 = -2761977.872768
  nChanged 4
		SP:Iteration 35Q (119757.660000 sec): 3 clusters
  Score: Raw -2765259.447807 + Penalty 3280.356685 = -2761979.091122
  nChanged 3
		SP:Iteration 36Q (119757.970000 sec): 3 clusters
  Score: Raw -2765259.919700 + Penalty 3280.356685 = -2761979.563015
  nChanged 0
		SP:Iteration 37F (119758.350000 sec): 3 clusters
  Score: Raw -2765259.919700 + Penalty 3280.356685 = -2761979.563015
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119758.480000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119758.690000 sec): 3 clusters
  Score: Raw -55118.078337 + Penalty 1996.860331 = -53121.218005
  nChanged 101
		SP:Iteration 1F (119758.910000 sec): 3 clusters
  Score: Raw -55264.322667 + Penalty 1996.860331 = -53267.462336
  nChanged 33
		SP:Iteration 2F (119759.040000 sec): 3 clusters
  Score: Raw -55309.478969 + Penalty 1996.860331 = -53312.618638
  nChanged 16
		SP:Iteration 3Q (119759.240000 sec): 3 clusters
  Score: Raw -55335.950088 + Penalty 1996.860331 = -53339.089757
  nChanged 7
		SP:Iteration 4Q (119759.400000 sec): 3 clusters
  Score: Raw -55347.796460 + Penalty 1996.860331 = -53350.936129
  nChanged 4
		SP:Iteration 5Q (119759.540000 sec): 3 clusters
  Score: Raw -55351.364637 + Penalty 1996.860331 = -53354.504306
  nChanged 1
		SP:Iteration 6Q (119759.680000 sec): 3 clusters
  Score: Raw -55351.992508 + Penalty 1996.860331 = -53355.132177
  nChanged 0
		SP:Iteration 7F (119759.810000 sec): 3 clusters
  Score: Raw -55351.992508 + Penalty 1996.860331 = -53355.132177
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119760.110000 sec): 2 clusters
  Score: Raw -3128229.027960 + Penalty 1658.594494 = -3126570.433466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119760.420000 sec): 3 clusters
  Score: Raw -3111652.057282 + Penalty 3317.188988 = -3108334.868294
  nChanged 12434
		SP:Iteration 1F (119760.750000 sec): 3 clusters
  Score: Raw -3118728.659381 + Penalty 3317.188988 = -3115411.470392
  nChanged 1486
		SP:Iteration 2F (119761.110000 sec): 3 clusters
  Score: Raw -3119413.615021 + Penalty 3317.188988 = -3116096.426033
  nChanged 1508
		SP:Iteration 3F (119761.510000 sec): 3 clusters
  Score: Raw -3120232.016231 + Penalty 3317.188988 = -3116914.827243
  nChanged 1651
		SP:Iteration 4F (119761.910000 sec): 3 clusters
  Score: Raw -3121323.236938 + Penalty 3317.188988 = -3118006.047950
  nChanged 1789
		SP:Iteration 5F (119762.250000 sec): 3 clusters
  Score: Raw -3122682.457531 + Penalty 3317.188988 = -3119365.268543
  nChanged 1800
		SP:Iteration 6F (119762.610000 sec): 3 clusters
  Score: Raw -3124199.680852 + Penalty 3317.188988 = -3120882.491864
  nChanged 1604
		SP:Iteration 7F (119762.930000 sec): 3 clusters
  Score: Raw -3125585.184256 + Penalty 3317.188988 = -3122267.995268
  nChanged 1226
		SP:Iteration 8Q (119763.350000 sec): 3 clusters
  Score: Raw -3126618.575885 + Penalty 3317.188988 = -3123301.386897
  nChanged 893
		SP:Iteration 9Q (119763.670000 sec): 3 clusters
  Score: Raw -3127371.949255 + Penalty 3317.188988 = -3124054.760267
  nChanged 541
		SP:Iteration 10Q (119764.130000 sec): 3 clusters
  Score: Raw -3127806.086788 + Penalty 3317.188988 = -3124488.897800
  nChanged 323
		SP:Iteration 11Q (119764.430000 sec): 3 clusters
  Score: Raw -3128032.150230 + Penalty 3317.188988 = -3124714.961242
  nChanged 181
		SP:Iteration 12Q (119764.790000 sec): 3 clusters
  Score: Raw -3128158.267259 + Penalty 3317.188988 = -3124841.078271
  nChanged 125
		SP:Iteration 13Q (119765.160000 sec): 3 clusters
  Score: Raw -3128243.252941 + Penalty 3317.188988 = -3124926.063952
  nChanged 88
		SP:Iteration 14Q (119765.490000 sec): 3 clusters
  Score: Raw -3128299.655267 + Penalty 3317.188988 = -3124982.466279
  nChanged 67
		SP:Iteration 15Q (119765.830000 sec): 3 clusters
  Score: Raw -3128342.834545 + Penalty 3317.188988 = -3125025.645557
  nChanged 52
		SP:Iteration 16Q (119766.200000 sec): 3 clusters
  Score: Raw -3128375.122970 + Penalty 3317.188988 = -3125057.933982
  nChanged 42
		SP:Iteration 17Q (119766.530000 sec): 3 clusters
  Score: Raw -3128403.918454 + Penalty 3317.188988 = -3125086.729466
  nChanged 44
		SP:Iteration 18Q (119766.820000 sec): 3 clusters
  Score: Raw -3128435.272934 + Penalty 3317.188988 = -3125118.083946
  nChanged 36
		SP:Iteration 19Q (119767.150000 sec): 3 clusters
  Score: Raw -3128463.183712 + Penalty 3317.188988 = -3125145.994724
  nChanged 24
		SP:Iteration 20F (119767.470000 sec): 3 clusters
  Score: Raw -3128481.510603 + Penalty 3317.188988 = -3125164.321615
  nChanged 23
		SP:Iteration 21Q (119767.740000 sec): 3 clusters
  Score: Raw -3128501.648041 + Penalty 3317.188988 = -3125184.459053
  nChanged 20
		SP:Iteration 22Q (119768.060000 sec): 3 clusters
  Score: Raw -3128515.341287 + Penalty 3317.188988 = -3125198.152299
  nChanged 11
		SP:Iteration 23Q (119768.390000 sec): 3 clusters
  Score: Raw -3128521.552073 + Penalty 3317.188988 = -3125204.363085
  nChanged 6
		SP:Iteration 24Q (119768.720000 sec): 3 clusters
  Score: Raw -3128527.312068 + Penalty 3317.188988 = -3125210.123080
  nChanged 6
		SP:Iteration 25Q (119769.080000 sec): 3 clusters
  Score: Raw -3128531.717987 + Penalty 3317.188988 = -3125214.528999
  nChanged 5
		SP:Iteration 26Q (119769.450000 sec): 3 clusters
  Score: Raw -3128535.235838 + Penalty 3317.188988 = -3125218.046850
  nChanged 6
		SP:Iteration 27Q (119769.750000 sec): 3 clusters
  Score: Raw -3128539.614579 + Penalty 3317.188988 = -3125222.425591
  nChanged 6
		SP:Iteration 28Q (119770.090000 sec): 3 clusters
  Score: Raw -3128544.198762 + Penalty 3317.188988 = -3125227.009774
  nChanged 8
		SP:Iteration 29Q (119770.380000 sec): 3 clusters
  Score: Raw -3128550.275328 + Penalty 3317.188988 = -3125233.086340
  nChanged 12
		SP:Iteration 30Q (119770.710000 sec): 3 clusters
  Score: Raw -3128559.996801 + Penalty 3317.188988 = -3125242.807813
  nChanged 7
		SP:Iteration 31Q (119771.080000 sec): 3 clusters
  Score: Raw -3128563.789772 + Penalty 3317.188988 = -3125246.600784
  nChanged 3
		SP:Iteration 32Q (119771.390000 sec): 3 clusters
  Score: Raw -3128565.331669 + Penalty 3317.188988 = -3125248.142681
  nChanged 5
		SP:Iteration 33Q (119771.750000 sec): 3 clusters
  Score: Raw -3128568.382448 + Penalty 3317.188988 = -3125251.193460
  nChanged 2
		SP:Iteration 34Q (119772.060000 sec): 3 clusters
  Score: Raw -3128570.680212 + Penalty 3317.188988 = -3125253.491224
  nChanged 2
		SP:Iteration 35Q (119772.360000 sec): 3 clusters
  Score: Raw -3128572.590017 + Penalty 3317.188988 = -3125255.401029
  nChanged 3
		SP:Iteration 36Q (119772.730000 sec): 3 clusters
  Score: Raw -3128574.730654 + Penalty 3317.188988 = -3125257.541666
  nChanged 2
		SP:Iteration 37Q (119773.050000 sec): 3 clusters
  Score: Raw -3128576.790717 + Penalty 3317.188988 = -3125259.601729
  nChanged 8
		SP:Iteration 38Q (119773.390000 sec): 3 clusters
  Score: Raw -3128584.715565 + Penalty 3317.188988 = -3125267.526577
  nChanged 6
		SP:Iteration 39Q (119773.750000 sec): 3 clusters
  Score: Raw -3128587.557977 + Penalty 3317.188988 = -3125270.368989
  nChanged 2
		SP:Iteration 40F (119774.080000 sec): 3 clusters
  Score: Raw -3128589.132543 + Penalty 3317.188988 = -3125271.943555
  nChanged 2
		SP:Iteration 41Q (119774.500000 sec): 3 clusters
  Score: Raw -3128590.364546 + Penalty 3317.188988 = -3125273.175558
  nChanged 0
		SP:Iteration 42F (119774.840000 sec): 3 clusters
  Score: Raw -3128590.364546 + Penalty 3317.188988 = -3125273.175558
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119774.980000 sec): 2 clusters
  Score: Raw -43762.826522 + Penalty 984.227402 = -42778.599119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119775.170000 sec): 3 clusters
  Score: Raw -43739.199937 + Penalty 1968.454804 = -41770.745133
  nChanged 88
		SP:Iteration 1F (119775.350000 sec): 3 clusters
  Score: Raw -43920.309975 + Penalty 1968.454804 = -41951.855170
  nChanged 36
		SP:Iteration 2F (119775.520000 sec): 3 clusters
  Score: Raw -44049.045329 + Penalty 1968.454804 = -42080.590525
  nChanged 32
		SP:Iteration 3F (119775.790000 sec): 3 clusters
  Score: Raw -44168.660002 + Penalty 1968.454804 = -42200.205198
  nChanged 31
		SP:Iteration 4F (119776.020000 sec): 3 clusters
  Score: Raw -44287.108758 + Penalty 1968.454804 = -42318.653954
  nChanged 24
		SP:Iteration 5F (119776.190000 sec): 3 clusters
  Score: Raw -44412.413372 + Penalty 1968.454804 = -42443.958567
  nChanged 24
		SP:Iteration 6F (119776.370000 sec): 3 clusters
  Score: Raw -44526.991804 + Penalty 1968.454804 = -42558.537000
  nChanged 12
		SP:Iteration 7Q (119776.570000 sec): 3 clusters
  Score: Raw -44591.805773 + Penalty 1968.454804 = -42623.350968
  nChanged 9
		SP:Iteration 8Q (119776.850000 sec): 3 clusters
  Score: Raw -44630.575707 + Penalty 1968.454804 = -42662.120903
  nChanged 5
		SP:Iteration 9Q (119777.010000 sec): 3 clusters
  Score: Raw -44651.287225 + Penalty 1968.454804 = -42682.832421
  nChanged 1
		SP:Iteration 10Q (119777.140000 sec): 3 clusters
  Score: Raw -44653.634416 + Penalty 1968.454804 = -42685.179611
  nChanged 0
		SP:Iteration 11F (119777.300000 sec): 3 clusters
  Score: Raw -44653.634416 + Penalty 1968.454804 = -42685.179611
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (3854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119777.450000 sec): 2 clusters
  Score: Raw -454930.954700 + Penalty 1341.740863 = -453589.213837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119777.620000 sec): 3 clusters
  Score: Raw -452991.185320 + Penalty 2683.481726 = -450307.703594
  nChanged 1562
		SP:Iteration 1F (119777.820000 sec): 3 clusters
  Score: Raw -453881.190155 + Penalty 2683.481726 = -451197.708429
  nChanged 301
		SP:Iteration 2F (119778.000000 sec): 3 clusters
  Score: Raw -454049.986099 + Penalty 2683.481726 = -451366.504373
  nChanged 206
		SP:Iteration 3F (119778.200000 sec): 3 clusters
  Score: Raw -454164.044113 + Penalty 2683.481726 = -451480.562387
  nChanged 188
		SP:Iteration 4Q (119778.350000 sec): 3 clusters
  Score: Raw -454264.910824 + Penalty 2683.481726 = -451581.429098
  nChanged 137
		SP:Iteration 5Q (119778.610000 sec): 3 clusters
  Score: Raw -454340.972392 + Penalty 2683.481726 = -451657.490666
  nChanged 139
		SP:Iteration 6Q (119778.790000 sec): 3 clusters
  Score: Raw -454416.449679 + Penalty 2683.481726 = -451732.967953
  nChanged 117
		SP:Iteration 7Q (119779.040000 sec): 3 clusters
  Score: Raw -454480.708603 + Penalty 2683.481726 = -451797.226877
  nChanged 108
		SP:Iteration 8Q (119779.240000 sec): 3 clusters
  Score: Raw -454542.514632 + Penalty 2683.481726 = -451859.032906
  nChanged 90
		SP:Iteration 9Q (119779.420000 sec): 3 clusters
  Score: Raw -454595.405061 + Penalty 2683.481726 = -451911.923335
  nChanged 80
		SP:Iteration 10Q (119779.610000 sec): 3 clusters
  Score: Raw -454641.147185 + Penalty 2683.481726 = -451957.665459
  nChanged 67
		SP:Iteration 11Q (119779.820000 sec): 3 clusters
  Score: Raw -454675.101363 + Penalty 2683.481726 = -451991.619637
  nChanged 57
		SP:Iteration 12Q (119779.990000 sec): 3 clusters
  Score: Raw -454705.978029 + Penalty 2683.481726 = -452022.496303
  nChanged 51
		SP:Iteration 13Q (119780.240000 sec): 3 clusters
  Score: Raw -454734.540040 + Penalty 2683.481726 = -452051.058314
  nChanged 57
		SP:Iteration 14Q (119780.410000 sec): 3 clusters
  Score: Raw -454763.497704 + Penalty 2683.481726 = -452080.015978
  nChanged 46
		SP:Iteration 15Q (119780.610000 sec): 3 clusters
  Score: Raw -454788.659354 + Penalty 2683.481726 = -452105.177628
  nChanged 49
		SP:Iteration 16Q (119780.900000 sec): 3 clusters
  Score: Raw -454817.845702 + Penalty 2683.481726 = -452134.363976
  nChanged 47
		SP:Iteration 17Q (119781.100000 sec): 3 clusters
  Score: Raw -454846.259121 + Penalty 2683.481726 = -452162.777395
  nChanged 34
		SP:Iteration 18Q (119781.280000 sec): 3 clusters
  Score: Raw -454865.356327 + Penalty 2683.481726 = -452181.874602
  nChanged 27
		SP:Iteration 19Q (119781.470000 sec): 3 clusters
  Score: Raw -454878.946332 + Penalty 2683.481726 = -452195.464606
  nChanged 23
		SP:Iteration 20F (119781.650000 sec): 3 clusters
  Score: Raw -454891.297027 + Penalty 2683.481726 = -452207.815301
  nChanged 21
		SP:Iteration 21Q (119781.830000 sec): 3 clusters
  Score: Raw -454904.044638 + Penalty 2683.481726 = -452220.562912
  nChanged 20
		SP:Iteration 22Q (119782.000000 sec): 3 clusters
  Score: Raw -454921.366923 + Penalty 2683.481726 = -452237.885197
  nChanged 25
		SP:Iteration 23Q (119782.160000 sec): 3 clusters
  Score: Raw -454939.204535 + Penalty 2683.481726 = -452255.722809
  nChanged 30
		SP:Iteration 24Q (119782.360000 sec): 3 clusters
  Score: Raw -454959.100603 + Penalty 2683.481726 = -452275.618877
  nChanged 20
		SP:Iteration 25Q (119782.570000 sec): 3 clusters
  Score: Raw -454972.059651 + Penalty 2683.481726 = -452288.577925
  nChanged 17
		SP:Iteration 26Q (119782.790000 sec): 3 clusters
  Score: Raw -454986.528812 + Penalty 2683.481726 = -452303.047086
  nChanged 22
		SP:Iteration 27Q (119782.990000 sec): 3 clusters
  Score: Raw -455006.144900 + Penalty 2683.481726 = -452322.663174
  nChanged 19
		SP:Iteration 28Q (119783.220000 sec): 3 clusters
  Score: Raw -455019.832905 + Penalty 2683.481726 = -452336.351179
  nChanged 9
		SP:Iteration 29Q (119783.440000 sec): 3 clusters
  Score: Raw -455023.999226 + Penalty 2683.481726 = -452340.517501
  nChanged 2
		SP:Iteration 30Q (119783.610000 sec): 3 clusters
  Score: Raw -455025.431493 + Penalty 2683.481726 = -452341.949767
  nChanged 2
		SP:Iteration 31Q (119783.760000 sec): 3 clusters
  Score: Raw -455026.615513 + Penalty 2683.481726 = -452343.133787
  nChanged 3
		SP:Iteration 32Q (119783.910000 sec): 3 clusters
  Score: Raw -455028.129705 + Penalty 2683.481726 = -452344.647980
  nChanged 3
		SP:Iteration 33Q (119784.050000 sec): 3 clusters
  Score: Raw -455030.161127 + Penalty 2683.481726 = -452346.679401
  nChanged 2
		SP:Iteration 34Q (119784.200000 sec): 3 clusters
  Score: Raw -455031.453715 + Penalty 2683.481726 = -452347.971989
  nChanged 1
		SP:Iteration 35Q (119784.340000 sec): 3 clusters
  Score: Raw -455031.978824 + Penalty 2683.481726 = -452348.497098
  nChanged 1
		SP:Iteration 36Q (119784.490000 sec): 3 clusters
  Score: Raw -455032.769373 + Penalty 2683.481726 = -452349.287647
  nChanged 1
		SP:Iteration 37Q (119784.620000 sec): 3 clusters
  Score: Raw -455033.536598 + Penalty 2683.481726 = -452350.054872
  nChanged 2
		SP:Iteration 38Q (119784.760000 sec): 3 clusters
  Score: Raw -455034.828987 + Penalty 2683.481726 = -452351.347261
  nChanged 3
		SP:Iteration 39Q (119784.900000 sec): 3 clusters
  Score: Raw -455036.541751 + Penalty 2683.481726 = -452353.060025
  nChanged 3
		SP:Iteration 40F (119785.040000 sec): 3 clusters
  Score: Raw -455038.323125 + Penalty 2683.481726 = -452354.841399
  nChanged 5
		SP:Iteration 41Q (119785.200000 sec): 3 clusters
  Score: Raw -455041.373665 + Penalty 2683.481726 = -452357.891939
  nChanged 4
		SP:Iteration 42Q (119785.360000 sec): 3 clusters
  Score: Raw -455044.095300 + Penalty 2683.481726 = -452360.613574
  nChanged 1
		SP:Iteration 43Q (119785.560000 sec): 3 clusters
  Score: Raw -455044.279262 + Penalty 2683.481726 = -452360.797536
  nChanged 1
		SP:Iteration 44Q (119785.760000 sec): 3 clusters
  Score: Raw -455044.649395 + Penalty 2683.481726 = -452361.167669
  nChanged 1
		SP:Iteration 45Q (119785.980000 sec): 3 clusters
  Score: Raw -455045.413758 + Penalty 2683.481726 = -452361.932032
  nChanged 1
		SP:Iteration 46Q (119786.210000 sec): 3 clusters
  Score: Raw -455046.297894 + Penalty 2683.481726 = -452362.816168
  nChanged 2
		SP:Iteration 47Q (119786.380000 sec): 3 clusters
  Score: Raw -455047.608291 + Penalty 2683.481726 = -452364.126565
  nChanged 2
		SP:Iteration 48Q (119786.610000 sec): 3 clusters
  Score: Raw -455049.655997 + Penalty 2683.481726 = -452366.174271
  nChanged 4
		SP:Iteration 49Q (119786.820000 sec): 3 clusters
  Score: Raw -455053.127553 + Penalty 2683.481726 = -452369.645827
  nChanged 0
		SP:Iteration 50F (119787.040000 sec): 3 clusters
  Score: Raw -455053.127553 + Penalty 2683.481726 = -452369.645827
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119787.200000 sec): 2 clusters
  Score: Raw -84796.133376 + Penalty 1068.223027 = -83727.910348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119787.340000 sec): 3 clusters
  Score: Raw -84656.350769 + Penalty 2136.446054 = -82519.904715
  nChanged 209
		SP:Iteration 1F (119787.530000 sec): 3 clusters
  Score: Raw -84858.118662 + Penalty 2136.446054 = -82721.672608
  nChanged 48
		SP:Iteration 2F (119787.670000 sec): 3 clusters
  Score: Raw -84913.013112 + Penalty 2136.446054 = -82776.567057
  nChanged 25
		SP:Iteration 3Q (119787.950000 sec): 3 clusters
  Score: Raw -84949.629069 + Penalty 2136.446054 = -82813.183014
  nChanged 20
		SP:Iteration 4Q (119788.140000 sec): 3 clusters
  Score: Raw -84974.327051 + Penalty 2136.446054 = -82837.880997
  nChanged 19
		SP:Iteration 5Q (119788.310000 sec): 3 clusters
  Score: Raw -85008.111902 + Penalty 2136.446054 = -82871.665848
  nChanged 17
		SP:Iteration 6Q (119788.500000 sec): 3 clusters
  Score: Raw -85042.020075 + Penalty 2136.446054 = -82905.574021
  nChanged 26
		SP:Iteration 7Q (119788.670000 sec): 3 clusters
  Score: Raw -85090.338087 + Penalty 2136.446054 = -82953.892032
  nChanged 22
		SP:Iteration 8Q (119788.810000 sec): 3 clusters
  Score: Raw -85140.332641 + Penalty 2136.446054 = -83003.886587
  nChanged 22
		SP:Iteration 9Q (119789.030000 sec): 3 clusters
  Score: Raw -85215.206083 + Penalty 2136.446054 = -83078.760029
  nChanged 34
		SP:Iteration 10Q (119789.170000 sec): 3 clusters
  Score: Raw -85322.741774 + Penalty 2136.446054 = -83186.295720
  nChanged 22
		SP:Iteration 11Q (119789.350000 sec): 3 clusters
  Score: Raw -85370.512386 + Penalty 2136.446054 = -83234.066331
  nChanged 10
		SP:Iteration 12Q (119789.500000 sec): 3 clusters
  Score: Raw -85384.803453 + Penalty 2136.446054 = -83248.357399
  nChanged 4
		SP:Iteration 13Q (119789.700000 sec): 3 clusters
  Score: Raw -85388.306893 + Penalty 2136.446054 = -83251.860839
  nChanged 0
		SP:Iteration 14F (119789.850000 sec): 3 clusters
  Score: Raw -85392.449154 + Penalty 2136.446054 = -83256.003100
  nChanged 1
		SP:Iteration 15Q (119790.050000 sec): 3 clusters
  Score: Raw -85396.796076 + Penalty 2136.446054 = -83260.350022
  nChanged 1
		SP:Iteration 16Q (119790.200000 sec): 3 clusters
  Score: Raw -85399.787647 + Penalty 2136.446054 = -83263.341593
  nChanged 3
		SP:Iteration 17Q (119790.350000 sec): 3 clusters
  Score: Raw -85404.724869 + Penalty 2136.446054 = -83268.278815
  nChanged 3
		SP:Iteration 18Q (119790.450000 sec): 3 clusters
  Score: Raw -85407.775403 + Penalty 2136.446054 = -83271.329349
  nChanged 0
		SP:Iteration 19F (119790.600000 sec): 3 clusters
  Score: Raw -85407.775403 + Penalty 2136.446054 = -83271.329349
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119790.700000 sec): 2 clusters
  Score: Raw -208176.145053 + Penalty 1229.020096 = -206947.124957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119790.910000 sec): 3 clusters
  Score: Raw -207368.087416 + Penalty 2458.040193 = -204910.047223
  nChanged 663
		SP:Iteration 1F (119791.090000 sec): 3 clusters
  Score: Raw -207870.656112 + Penalty 2458.040193 = -205412.615920
  nChanged 186
		SP:Iteration 2F (119791.250000 sec): 3 clusters
  Score: Raw -208076.055517 + Penalty 2458.040193 = -205618.015324
  nChanged 126
		SP:Iteration 3F (119791.430000 sec): 3 clusters
  Score: Raw -208235.680475 + Penalty 2458.040193 = -205777.640282
  nChanged 104
		SP:Iteration 4F (119791.600000 sec): 3 clusters
  Score: Raw -208331.467717 + Penalty 2458.040193 = -205873.427524
  nChanged 70
		SP:Iteration 5Q (119791.750000 sec): 3 clusters
  Score: Raw -208386.779687 + Penalty 2458.040193 = -205928.739494
  nChanged 52
		SP:Iteration 6Q (119791.900000 sec): 3 clusters
  Score: Raw -208432.845097 + Penalty 2458.040193 = -205974.804905
  nChanged 39
		SP:Iteration 7Q (119792.050000 sec): 3 clusters
  Score: Raw -208475.957791 + Penalty 2458.040193 = -206017.917599
  nChanged 40
		SP:Iteration 8Q (119792.190000 sec): 3 clusters
  Score: Raw -208502.525945 + Penalty 2458.040193 = -206044.485752
  nChanged 22
		SP:Iteration 9Q (119792.300000 sec): 3 clusters
  Score: Raw -208519.441839 + Penalty 2458.040193 = -206061.401646
  nChanged 20
		SP:Iteration 10Q (119792.430000 sec): 3 clusters
  Score: Raw -208535.411701 + Penalty 2458.040193 = -206077.371509
  nChanged 19
		SP:Iteration 11Q (119792.550000 sec): 3 clusters
  Score: Raw -208546.133267 + Penalty 2458.040193 = -206088.093074
  nChanged 6
		SP:Iteration 12Q (119792.720000 sec): 3 clusters
  Score: Raw -208548.694239 + Penalty 2458.040193 = -206090.654046
  nChanged 5
		SP:Iteration 13Q (119792.890000 sec): 3 clusters
  Score: Raw -208551.502634 + Penalty 2458.040193 = -206093.462442
  nChanged 7
		SP:Iteration 14Q (119793.080000 sec): 3 clusters
  Score: Raw -208557.021831 + Penalty 2458.040193 = -206098.981638
  nChanged 7
		SP:Iteration 15Q (119793.280000 sec): 3 clusters
  Score: Raw -208561.239832 + Penalty 2458.040193 = -206103.199639
  nChanged 7
		SP:Iteration 16Q (119793.450000 sec): 3 clusters
  Score: Raw -208566.869015 + Penalty 2458.040193 = -206108.828823
  nChanged 8
		SP:Iteration 17Q (119793.620000 sec): 3 clusters
  Score: Raw -208572.886694 + Penalty 2458.040193 = -206114.846502
  nChanged 7
		SP:Iteration 18Q (119793.810000 sec): 3 clusters
  Score: Raw -208576.460719 + Penalty 2458.040193 = -206118.420527
  nChanged 3
		SP:Iteration 19Q (119794.030000 sec): 3 clusters
  Score: Raw -208577.653961 + Penalty 2458.040193 = -206119.613768
  nChanged 6
		SP:Iteration 20F (119794.220000 sec): 3 clusters
  Score: Raw -208580.803560 + Penalty 2458.040193 = -206122.763368
  nChanged 7
		SP:Iteration 21Q (119794.350000 sec): 3 clusters
  Score: Raw -208584.452384 + Penalty 2458.040193 = -206126.412192
  nChanged 4
		SP:Iteration 22Q (119794.530000 sec): 3 clusters
  Score: Raw -208586.594164 + Penalty 2458.040193 = -206128.553971
  nChanged 5
		SP:Iteration 23Q (119794.740000 sec): 3 clusters
  Score: Raw -208589.423475 + Penalty 2458.040193 = -206131.383283
  nChanged 8
		SP:Iteration 24Q (119794.980000 sec): 3 clusters
  Score: Raw -208595.408725 + Penalty 2458.040193 = -206137.368532
  nChanged 6
		SP:Iteration 25Q (119795.110000 sec): 3 clusters
  Score: Raw -208599.180155 + Penalty 2458.040193 = -206141.139963
  nChanged 6
		SP:Iteration 26Q (119795.320000 sec): 3 clusters
  Score: Raw -208601.494822 + Penalty 2458.040193 = -206143.454629
  nChanged 2
		SP:Iteration 27Q (119795.480000 sec): 3 clusters
  Score: Raw -208604.419035 + Penalty 2458.040193 = -206146.378842
  nChanged 1
		SP:Iteration 28Q (119795.660000 sec): 3 clusters
  Score: Raw -208604.994304 + Penalty 2458.040193 = -206146.954111
  nChanged 1
		SP:Iteration 29Q (119795.830000 sec): 3 clusters
  Score: Raw -208605.536067 + Penalty 2458.040193 = -206147.495874
  nChanged 2
		SP:Iteration 30Q (119795.990000 sec): 3 clusters
  Score: Raw -208607.052327 + Penalty 2458.040193 = -206149.012135
  nChanged 4
		SP:Iteration 31Q (119796.160000 sec): 3 clusters
  Score: Raw -208608.577374 + Penalty 2458.040193 = -206150.537181
  nChanged 1
		SP:Iteration 32Q (119796.410000 sec): 3 clusters
  Score: Raw -208608.898754 + Penalty 2458.040193 = -206150.858561
  nChanged 1
		SP:Iteration 33Q (119796.580000 sec): 3 clusters
  Score: Raw -208609.125725 + Penalty 2458.040193 = -206151.085532
  nChanged 0
		SP:Iteration 34F (119796.760000 sec): 3 clusters
  Score: Raw -208609.125725 + Penalty 2458.040193 = -206151.085532
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119796.880000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119797.040000 sec): 3 clusters
  Score: Raw -17747.193786 + Penalty 1706.988864 = -16040.204922
  nChanged 36
		SP:Iteration 1F (119797.220000 sec): 3 clusters
  Score: Raw -17871.684838 + Penalty 1706.988864 = -16164.695974
  nChanged 5
		SP:Iteration 2Q (119797.410000 sec): 3 clusters
  Score: Raw -17893.636662 + Penalty 1706.988864 = -16186.647798
  nChanged 4
		SP:Iteration 3Q (119797.580000 sec): 3 clusters
  Score: Raw -17917.265766 + Penalty 1706.988864 = -16210.276902
  nChanged 1
		SP:Iteration 4Q (119797.770000 sec): 3 clusters
  Score: Raw -17921.248246 + Penalty 1706.988864 = -16214.259382
  nChanged 0
		SP:Iteration 5F (119797.890000 sec): 3 clusters
  Score: Raw -17921.248246 + Penalty 1706.988864 = -16214.259382
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119798.050000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119798.170000 sec): 3 clusters
  Score: Raw -13451.775178 + Penalty 1626.282549 = -11825.492629
  nChanged 27
		SP:Iteration 1F (119798.320000 sec): 3 clusters
  Score: Raw -13577.414600 + Penalty 1626.282549 = -11951.132050
  nChanged 3
		SP:Iteration 2Q (119798.440000 sec): 3 clusters
  Score: Raw -13586.253746 + Penalty 1626.282549 = -11959.971196
  nChanged 2
		SP:Iteration 3Q (119798.580000 sec): 3 clusters
  Score: Raw -13590.092019 + Penalty 1626.282549 = -11963.809469
  nChanged 2
		SP:Iteration 4Q (119798.770000 sec): 3 clusters
  Score: Raw -13596.733333 + Penalty 1626.282549 = -11970.450784
  nChanged 1
		SP:Iteration 5Q (119798.930000 sec): 3 clusters
  Score: Raw -13598.216760 + Penalty 1626.282549 = -11971.934211
  nChanged 2
		SP:Iteration 6Q (119799.120000 sec): 3 clusters
  Score: Raw -13602.498007 + Penalty 1626.282549 = -11976.215458
  nChanged 1
		SP:Iteration 7Q (119799.320000 sec): 3 clusters
  Score: Raw -13605.831504 + Penalty 1626.282549 = -11979.548954
  nChanged 0
		SP:Iteration 8F (119799.500000 sec): 3 clusters
  Score: Raw -13605.831504 + Penalty 1626.282549 = -11979.548954
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (17819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119799.710000 sec): 2 clusters
  Score: Raw -1711877.675302 + Penalty 1590.553345 = -1710287.121958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119799.980000 sec): 3 clusters
  Score: Raw -1701250.383435 + Penalty 3181.106689 = -1698069.276745
  nChanged 8061
		SP:Iteration 1F (119800.310000 sec): 3 clusters
  Score: Raw -1706050.873082 + Penalty 3181.106689 = -1702869.766393
  nChanged 1326
		SP:Iteration 2F (119800.640000 sec): 3 clusters
  Score: Raw -1706878.339222 + Penalty 3181.106689 = -1703697.232533
  nChanged 1224
		SP:Iteration 3F (119800.990000 sec): 3 clusters
  Score: Raw -1707599.313149 + Penalty 3181.106689 = -1704418.206460
  nChanged 1052
		SP:Iteration 4F (119801.300000 sec): 3 clusters
  Score: Raw -1708207.503937 + Penalty 3181.106689 = -1705026.397248
  nChanged 936
		SP:Iteration 5F (119801.670000 sec): 3 clusters
  Score: Raw -1708700.925026 + Penalty 3181.106689 = -1705519.818336
  nChanged 818
		SP:Iteration 6Q (119802.040000 sec): 3 clusters
  Score: Raw -1709142.327044 + Penalty 3181.106689 = -1705961.220355
  nChanged 766
		SP:Iteration 7Q (119802.350000 sec): 3 clusters
  Score: Raw -1709538.093073 + Penalty 3181.106689 = -1706356.986383
  nChanged 645
		SP:Iteration 8Q (119802.650000 sec): 3 clusters
  Score: Raw -1709833.760413 + Penalty 3181.106689 = -1706652.653723
  nChanged 551
		SP:Iteration 9Q (119802.960000 sec): 3 clusters
  Score: Raw -1710072.495929 + Penalty 3181.106689 = -1706891.389240
  nChanged 503
		SP:Iteration 10Q (119803.310000 sec): 3 clusters
  Score: Raw -1710286.685251 + Penalty 3181.106689 = -1707105.578561
  nChanged 487
		SP:Iteration 11Q (119803.600000 sec): 3 clusters
  Score: Raw -1710500.952527 + Penalty 3181.106689 = -1707319.845837
  nChanged 481
		SP:Iteration 12Q (119803.930000 sec): 3 clusters
  Score: Raw -1710748.113586 + Penalty 3181.106689 = -1707567.006897
  nChanged 486
		SP:Iteration 13Q (119804.260000 sec): 3 clusters
  Score: Raw -1710992.442184 + Penalty 3181.106689 = -1707811.335495
  nChanged 453
		SP:Iteration 14Q (119804.530000 sec): 3 clusters
  Score: Raw -1711220.172875 + Penalty 3181.106689 = -1708039.066186
  nChanged 432
		SP:Iteration 15Q (119804.860000 sec): 3 clusters
  Score: Raw -1711447.242016 + Penalty 3181.106689 = -1708266.135326
  nChanged 392
		SP:Iteration 16Q (119805.160000 sec): 3 clusters
  Score: Raw -1711635.573461 + Penalty 3181.106689 = -1708454.466771
  nChanged 300
		SP:Iteration 17Q (119805.380000 sec): 3 clusters
  Score: Raw -1711768.346765 + Penalty 3181.106689 = -1708587.240076
  nChanged 241
		SP:Iteration 18Q (119805.600000 sec): 3 clusters
  Score: Raw -1711860.248651 + Penalty 3181.106689 = -1708679.141962
  nChanged 186
		SP:Iteration 19Q (119805.900000 sec): 3 clusters
  Score: Raw -1711928.436419 + Penalty 3181.106689 = -1708747.329730
  nChanged 153
		SP:Iteration 20F (119806.280000 sec): 3 clusters
  Score: Raw -1711981.979414 + Penalty 3181.106689 = -1708800.872725
  nChanged 123
		SP:Iteration 21Q (119806.590000 sec): 3 clusters
  Score: Raw -1712025.669212 + Penalty 3181.106689 = -1708844.562522
  nChanged 101
		SP:Iteration 22Q (119806.900000 sec): 3 clusters
  Score: Raw -1712068.226366 + Penalty 3181.106689 = -1708887.119676
  nChanged 99
		SP:Iteration 23Q (119807.220000 sec): 3 clusters
  Score: Raw -1712107.163344 + Penalty 3181.106689 = -1708926.056655
  nChanged 99
		SP:Iteration 24Q (119807.540000 sec): 3 clusters
  Score: Raw -1712148.580317 + Penalty 3181.106689 = -1708967.473628
  nChanged 97
		SP:Iteration 25Q (119807.810000 sec): 3 clusters
  Score: Raw -1712187.259427 + Penalty 3181.106689 = -1709006.152737
  nChanged 78
		SP:Iteration 26Q (119808.100000 sec): 3 clusters
  Score: Raw -1712212.478281 + Penalty 3181.106689 = -1709031.371592
  nChanged 57
		SP:Iteration 27Q (119808.330000 sec): 3 clusters
  Score: Raw -1712229.192691 + Penalty 3181.106689 = -1709048.086002
  nChanged 43
		SP:Iteration 28Q (119808.640000 sec): 3 clusters
  Score: Raw -1712243.637063 + Penalty 3181.106689 = -1709062.530374
  nChanged 47
		SP:Iteration 29Q (119808.940000 sec): 3 clusters
  Score: Raw -1712261.183662 + Penalty 3181.106689 = -1709080.076973
  nChanged 29
		SP:Iteration 30Q (119809.240000 sec): 3 clusters
  Score: Raw -1712269.050082 + Penalty 3181.106689 = -1709087.943393
  nChanged 20
		SP:Iteration 31Q (119809.540000 sec): 3 clusters
  Score: Raw -1712273.826175 + Penalty 3181.106689 = -1709092.719486
  nChanged 13
		SP:Iteration 32Q (119809.840000 sec): 3 clusters
  Score: Raw -1712278.879954 + Penalty 3181.106689 = -1709097.773265
  nChanged 16
		SP:Iteration 33Q (119810.080000 sec): 3 clusters
  Score: Raw -1712284.991879 + Penalty 3181.106689 = -1709103.885190
  nChanged 20
		SP:Iteration 34Q (119810.450000 sec): 3 clusters
  Score: Raw -1712290.833320 + Penalty 3181.106689 = -1709109.726631
  nChanged 13
		SP:Iteration 35Q (119810.750000 sec): 3 clusters
  Score: Raw -1712295.992042 + Penalty 3181.106689 = -1709114.885353
  nChanged 10
		SP:Iteration 36Q (119811.000000 sec): 3 clusters
  Score: Raw -1712298.011908 + Penalty 3181.106689 = -1709116.905219
  nChanged 8
		SP:Iteration 37Q (119811.240000 sec): 3 clusters
  Score: Raw -1712300.592242 + Penalty 3181.106689 = -1709119.485552
  nChanged 9
		SP:Iteration 38Q (119811.530000 sec): 3 clusters
  Score: Raw -1712302.406150 + Penalty 3181.106689 = -1709121.299460
  nChanged 3
		SP:Iteration 39Q (119811.780000 sec): 3 clusters
  Score: Raw -1712304.269874 + Penalty 3181.106689 = -1709123.163185
  nChanged 11
		SP:Iteration 40F (119812.060000 sec): 3 clusters
  Score: Raw -1712308.383281 + Penalty 3181.106689 = -1709127.276591
  nChanged 16
		SP:Iteration 41Q (119812.340000 sec): 3 clusters
  Score: Raw -1712314.296451 + Penalty 3181.106689 = -1709133.189762
  nChanged 14
		SP:Iteration 42Q (119812.570000 sec): 3 clusters
  Score: Raw -1712319.580454 + Penalty 3181.106689 = -1709138.473764
  nChanged 12
		SP:Iteration 43Q (119812.850000 sec): 3 clusters
  Score: Raw -1712323.800958 + Penalty 3181.106689 = -1709142.694269
  nChanged 8
		SP:Iteration 44Q (119813.120000 sec): 3 clusters
  Score: Raw -1712327.287041 + Penalty 3181.106689 = -1709146.180351
  nChanged 12
		SP:Iteration 45Q (119813.410000 sec): 3 clusters
  Score: Raw -1712329.441919 + Penalty 3181.106689 = -1709148.335230
  nChanged 9
		SP:Iteration 46Q (119813.720000 sec): 3 clusters
  Score: Raw -1712332.190302 + Penalty 3181.106689 = -1709151.083613
  nChanged 7
		SP:Iteration 47Q (119814.050000 sec): 3 clusters
  Score: Raw -1712333.889466 + Penalty 3181.106689 = -1709152.782777
  nChanged 2
		SP:Iteration 48Q (119814.290000 sec): 3 clusters
  Score: Raw -1712334.330227 + Penalty 3181.106689 = -1709153.223538
  nChanged 5
		SP:Iteration 49Q (119814.600000 sec): 3 clusters
  Score: Raw -1712336.225240 + Penalty 3181.106689 = -1709155.118550
  nChanged 6
		SP:Iteration 50Q (119814.870000 sec): 3 clusters
  Score: Raw -1712337.660970 + Penalty 3181.106689 = -1709156.554281
  nChanged 5
		SP:Iteration 51Q (119815.110000 sec): 3 clusters
  Score: Raw -1712338.339967 + Penalty 3181.106689 = -1709157.233278
  nChanged 1
		SP:Iteration 52Q (119815.450000 sec): 3 clusters
  Score: Raw -1712338.444373 + Penalty 3181.106689 = -1709157.337684
  nChanged 1
		SP:Iteration 53Q (119815.680000 sec): 3 clusters
  Score: Raw -1712338.539806 + Penalty 3181.106689 = -1709157.433116
  nChanged 1
		SP:Iteration 54Q (119815.950000 sec): 3 clusters
  Score: Raw -1712338.738268 + Penalty 3181.106689 = -1709157.631579
  nChanged 1
		SP:Iteration 55Q (119816.220000 sec): 3 clusters
  Score: Raw -1712338.906378 + Penalty 3181.106689 = -1709157.799688
  nChanged 3
		SP:Iteration 56Q (119816.470000 sec): 3 clusters
  Score: Raw -1712340.150330 + Penalty 3181.106689 = -1709159.043641
  nChanged 5
		SP:Iteration 57Q (119816.820000 sec): 3 clusters
  Score: Raw -1712342.240607 + Penalty 3181.106689 = -1709161.133918
  nChanged 7
		SP:Iteration 58Q (119817.090000 sec): 3 clusters
  Score: Raw -1712344.546150 + Penalty 3181.106689 = -1709163.439460
  nChanged 5
		SP:Iteration 59Q (119817.380000 sec): 3 clusters
  Score: Raw -1712345.615290 + Penalty 3181.106689 = -1709164.508600
  nChanged 3
		SP:Iteration 60F (119817.740000 sec): 3 clusters
  Score: Raw -1712345.963973 + Penalty 3181.106689 = -1709164.857284
  nChanged 4
		SP:Iteration 61Q (119817.970000 sec): 3 clusters
  Score: Raw -1712346.899528 + Penalty 3181.106689 = -1709165.792839
  nChanged 1
		SP:Iteration 62Q (119818.240000 sec): 3 clusters
  Score: Raw -1712347.076249 + Penalty 3181.106689 = -1709165.969560
  nChanged 1
		SP:Iteration 63Q (119818.480000 sec): 3 clusters
  Score: Raw -1712347.253236 + Penalty 3181.106689 = -1709166.146546
  nChanged 2
		SP:Iteration 64Q (119818.760000 sec): 3 clusters
  Score: Raw -1712347.967253 + Penalty 3181.106689 = -1709166.860563
  nChanged 4
		SP:Iteration 65Q (119819.040000 sec): 3 clusters
  Score: Raw -1712349.369104 + Penalty 3181.106689 = -1709168.262415
  nChanged 7
		SP:Iteration 66Q (119819.370000 sec): 3 clusters
  Score: Raw -1712352.464280 + Penalty 3181.106689 = -1709171.357590
  nChanged 11
		SP:Iteration 67Q (119819.680000 sec): 3 clusters
  Score: Raw -1712356.146202 + Penalty 3181.106689 = -1709175.039513
  nChanged 9
		SP:Iteration 68Q (119819.920000 sec): 3 clusters
  Score: Raw -1712358.858235 + Penalty 3181.106689 = -1709177.751545
  nChanged 5
		SP:Iteration 69Q (119820.210000 sec): 3 clusters
  Score: Raw -1712360.354020 + Penalty 3181.106689 = -1709179.247330
  nChanged 4
		SP:Iteration 70Q (119820.530000 sec): 3 clusters
  Score: Raw -1712361.042825 + Penalty 3181.106689 = -1709179.936135
  nChanged 2
		SP:Iteration 71Q (119820.830000 sec): 3 clusters
  Score: Raw -1712361.450982 + Penalty 3181.106689 = -1709180.344293
  nChanged 0
		SP:Iteration 72F (119821.080000 sec): 3 clusters
  Score: Raw -1712361.450982 + Penalty 3181.106689 = -1709180.344293
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119821.280000 sec): 2 clusters
  Score: Raw -1308415.757544 + Penalty 1520.110685 = -1306895.646859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119821.510000 sec): 3 clusters
  Score: Raw -1301765.496577 + Penalty 3040.221370 = -1298725.275207
  nChanged 5041
		SP:Iteration 1F (119821.790000 sec): 3 clusters
  Score: Raw -1304414.008433 + Penalty 3040.221370 = -1301373.787063
  nChanged 746
		SP:Iteration 2F (119822.040000 sec): 3 clusters
  Score: Raw -1304740.039659 + Penalty 3040.221370 = -1301699.818289
  nChanged 621
		SP:Iteration 3F (119822.300000 sec): 3 clusters
  Score: Raw -1305019.341593 + Penalty 3040.221370 = -1301979.120223
  nChanged 533
		SP:Iteration 4Q (119822.540000 sec): 3 clusters
  Score: Raw -1305266.909365 + Penalty 3040.221370 = -1302226.687995
  nChanged 527
		SP:Iteration 5Q (119822.830000 sec): 3 clusters
  Score: Raw -1305529.645895 + Penalty 3040.221370 = -1302489.424525
  nChanged 509
		SP:Iteration 6Q (119823.060000 sec): 3 clusters
  Score: Raw -1305809.715591 + Penalty 3040.221370 = -1302769.494221
  nChanged 513
		SP:Iteration 7Q (119823.300000 sec): 3 clusters
  Score: Raw -1306119.567709 + Penalty 3040.221370 = -1303079.346339
  nChanged 546
		SP:Iteration 8Q (119823.530000 sec): 3 clusters
  Score: Raw -1306468.986467 + Penalty 3040.221370 = -1303428.765097
  nChanged 555
		SP:Iteration 9Q (119823.830000 sec): 3 clusters
  Score: Raw -1306805.419827 + Penalty 3040.221370 = -1303765.198457
  nChanged 485
		SP:Iteration 10Q (119824.060000 sec): 3 clusters
  Score: Raw -1307069.495806 + Penalty 3040.221370 = -1304029.274436
  nChanged 435
		SP:Iteration 11Q (119824.330000 sec): 3 clusters
  Score: Raw -1307279.999951 + Penalty 3040.221370 = -1304239.778582
  nChanged 363
		SP:Iteration 12Q (119824.590000 sec): 3 clusters
  Score: Raw -1307440.818647 + Penalty 3040.221370 = -1304400.597277
  nChanged 312
		SP:Iteration 13Q (119824.880000 sec): 3 clusters
  Score: Raw -1307568.594640 + Penalty 3040.221370 = -1304528.373270
  nChanged 242
		SP:Iteration 14Q (119825.080000 sec): 3 clusters
  Score: Raw -1307666.690404 + Penalty 3040.221370 = -1304626.469034
  nChanged 221
		SP:Iteration 15Q (119825.290000 sec): 3 clusters
  Score: Raw -1307755.778133 + Penalty 3040.221370 = -1304715.556763
  nChanged 203
		SP:Iteration 16Q (119825.540000 sec): 3 clusters
  Score: Raw -1307826.862013 + Penalty 3040.221370 = -1304786.640643
  nChanged 169
		SP:Iteration 17Q (119825.780000 sec): 3 clusters
  Score: Raw -1307882.985868 + Penalty 3040.221370 = -1304842.764498
  nChanged 158
		SP:Iteration 18Q (119825.970000 sec): 3 clusters
  Score: Raw -1307933.741613 + Penalty 3040.221370 = -1304893.520243
  nChanged 163
		SP:Iteration 19Q (119826.190000 sec): 3 clusters
  Score: Raw -1307989.759060 + Penalty 3040.221370 = -1304949.537690
  nChanged 134
		SP:Iteration 20F (119826.400000 sec): 3 clusters
  Score: Raw -1308038.367496 + Penalty 3040.221370 = -1304998.146126
  nChanged 124
		SP:Iteration 21Q (119826.580000 sec): 3 clusters
  Score: Raw -1308076.019555 + Penalty 3040.221370 = -1305035.798185
  nChanged 109
		SP:Iteration 22Q (119826.810000 sec): 3 clusters
  Score: Raw -1308105.266177 + Penalty 3040.221370 = -1305065.044808
  nChanged 91
		SP:Iteration 23Q (119827.050000 sec): 3 clusters
  Score: Raw -1308134.293791 + Penalty 3040.221370 = -1305094.072421
  nChanged 97
		SP:Iteration 24Q (119827.260000 sec): 3 clusters
  Score: Raw -1308161.089272 + Penalty 3040.221370 = -1305120.867902
  nChanged 90
		SP:Iteration 25Q (119827.530000 sec): 3 clusters
  Score: Raw -1308185.894936 + Penalty 3040.221370 = -1305145.673566
  nChanged 65
		SP:Iteration 26Q (119827.750000 sec): 3 clusters
  Score: Raw -1308204.673527 + Penalty 3040.221370 = -1305164.452157
  nChanged 70
		SP:Iteration 27Q (119828.040000 sec): 3 clusters
  Score: Raw -1308225.393131 + Penalty 3040.221370 = -1305185.171761
  nChanged 79
		SP:Iteration 28Q (119828.260000 sec): 3 clusters
  Score: Raw -1308246.814776 + Penalty 3040.221370 = -1305206.593406
  nChanged 56
		SP:Iteration 29Q (119828.470000 sec): 3 clusters
  Score: Raw -1308260.620785 + Penalty 3040.221370 = -1305220.399415
  nChanged 57
		SP:Iteration 30Q (119828.680000 sec): 3 clusters
  Score: Raw -1308273.989939 + Penalty 3040.221370 = -1305233.768569
  nChanged 45
		SP:Iteration 31Q (119828.890000 sec): 3 clusters
  Score: Raw -1308284.718670 + Penalty 3040.221370 = -1305244.497300
  nChanged 47
		SP:Iteration 32Q (119829.070000 sec): 3 clusters
  Score: Raw -1308294.882737 + Penalty 3040.221370 = -1305254.661367
  nChanged 37
		SP:Iteration 33Q (119829.290000 sec): 3 clusters
  Score: Raw -1308304.217152 + Penalty 3040.221370 = -1305263.995782
  nChanged 34
		SP:Iteration 34Q (119829.500000 sec): 3 clusters
  Score: Raw -1308313.273259 + Penalty 3040.221370 = -1305273.051889
  nChanged 42
		SP:Iteration 35Q (119829.730000 sec): 3 clusters
  Score: Raw -1308325.339393 + Penalty 3040.221370 = -1305285.118023
  nChanged 34
		SP:Iteration 36Q (119829.940000 sec): 3 clusters
  Score: Raw -1308334.546658 + Penalty 3040.221370 = -1305294.325288
  nChanged 43
		SP:Iteration 37Q (119830.220000 sec): 3 clusters
  Score: Raw -1308345.462953 + Penalty 3040.221370 = -1305305.241583
  nChanged 38
		SP:Iteration 38Q (119830.390000 sec): 3 clusters
  Score: Raw -1308355.080456 + Penalty 3040.221370 = -1305314.859086
  nChanged 31
		SP:Iteration 39Q (119830.610000 sec): 3 clusters
  Score: Raw -1308363.061229 + Penalty 3040.221370 = -1305322.839859
  nChanged 36
		SP:Iteration 40F (119830.840000 sec): 3 clusters
  Score: Raw -1308373.286567 + Penalty 3040.221370 = -1305333.065197
  nChanged 42
		SP:Iteration 41Q (119831.080000 sec): 3 clusters
  Score: Raw -1308384.872188 + Penalty 3040.221370 = -1305344.650818
  nChanged 41
		SP:Iteration 42Q (119831.340000 sec): 3 clusters
  Score: Raw -1308396.074691 + Penalty 3040.221370 = -1305355.853321
  nChanged 40
		SP:Iteration 43Q (119831.570000 sec): 3 clusters
  Score: Raw -1308407.575934 + Penalty 3040.221370 = -1305367.354564
  nChanged 43
		SP:Iteration 44Q (119831.860000 sec): 3 clusters
  Score: Raw -1308421.947577 + Penalty 3040.221370 = -1305381.726207
  nChanged 43
		SP:Iteration 45Q (119832.140000 sec): 3 clusters
  Score: Raw -1308433.500809 + Penalty 3040.221370 = -1305393.279439
  nChanged 36
		SP:Iteration 46Q (119832.360000 sec): 3 clusters
  Score: Raw -1308444.623179 + Penalty 3040.221370 = -1305404.401809
  nChanged 37
		SP:Iteration 47Q (119832.580000 sec): 3 clusters
  Score: Raw -1308454.138217 + Penalty 3040.221370 = -1305413.916847
  nChanged 29
		SP:Iteration 48Q (119832.810000 sec): 3 clusters
  Score: Raw -1308460.879362 + Penalty 3040.221370 = -1305420.657992
  nChanged 20
		SP:Iteration 49Q (119833.030000 sec): 3 clusters
  Score: Raw -1308466.664656 + Penalty 3040.221370 = -1305426.443286
  nChanged 18
		SP:Iteration 50Q (119833.310000 sec): 3 clusters
  Score: Raw -1308470.621767 + Penalty 3040.221370 = -1305430.400397
  nChanged 21
		SP:Iteration 51Q (119833.600000 sec): 3 clusters
  Score: Raw -1308477.206784 + Penalty 3040.221370 = -1305436.985414
  nChanged 29
		SP:Iteration 52Q (119833.790000 sec): 3 clusters
  Score: Raw -1308486.001520 + Penalty 3040.221370 = -1305445.780150
  nChanged 26
		SP:Iteration 53Q (119834.010000 sec): 3 clusters
  Score: Raw -1308493.171687 + Penalty 3040.221370 = -1305452.950317
  nChanged 26
		SP:Iteration 54Q (119834.270000 sec): 3 clusters
  Score: Raw -1308502.052121 + Penalty 3040.221370 = -1305461.830751
  nChanged 35
		SP:Iteration 55Q (119834.470000 sec): 3 clusters
  Score: Raw -1308512.081588 + Penalty 3040.221370 = -1305471.860219
  nChanged 22
		SP:Iteration 56Q (119834.690000 sec): 3 clusters
  Score: Raw -1308518.217544 + Penalty 3040.221370 = -1305477.996174
  nChanged 14
		SP:Iteration 57Q (119834.900000 sec): 3 clusters
  Score: Raw -1308521.854625 + Penalty 3040.221370 = -1305481.633255
  nChanged 14
		SP:Iteration 58Q (119835.140000 sec): 3 clusters
  Score: Raw -1308526.484198 + Penalty 3040.221370 = -1305486.262828
  nChanged 12
		SP:Iteration 59Q (119835.380000 sec): 3 clusters
  Score: Raw -1308530.150895 + Penalty 3040.221370 = -1305489.929525
  nChanged 15
		SP:Iteration 60F (119835.590000 sec): 3 clusters
  Score: Raw -1308535.716002 + Penalty 3040.221370 = -1305495.494632
  nChanged 16
		SP:Iteration 61Q (119835.880000 sec): 3 clusters
  Score: Raw -1308541.133074 + Penalty 3040.221370 = -1305500.911704
  nChanged 16
		SP:Iteration 62Q (119836.130000 sec): 3 clusters
  Score: Raw -1308545.343723 + Penalty 3040.221370 = -1305505.122353
  nChanged 9
		SP:Iteration 63Q (119836.410000 sec): 3 clusters
  Score: Raw -1308548.269779 + Penalty 3040.221370 = -1305508.048409
  nChanged 11
		SP:Iteration 64Q (119836.680000 sec): 3 clusters
  Score: Raw -1308550.918276 + Penalty 3040.221370 = -1305510.696906
  nChanged 9
		SP:Iteration 65Q (119836.940000 sec): 3 clusters
  Score: Raw -1308553.349383 + Penalty 3040.221370 = -1305513.128013
  nChanged 8
		SP:Iteration 66Q (119837.180000 sec): 3 clusters
  Score: Raw -1308555.465693 + Penalty 3040.221370 = -1305515.244323
  nChanged 6
		SP:Iteration 67Q (119837.410000 sec): 3 clusters
  Score: Raw -1308557.724969 + Penalty 3040.221370 = -1305517.503599
  nChanged 10
		SP:Iteration 68Q (119837.650000 sec): 3 clusters
  Score: Raw -1308560.788195 + Penalty 3040.221370 = -1305520.566825
  nChanged 9
		SP:Iteration 69Q (119837.880000 sec): 3 clusters
  Score: Raw -1308563.008271 + Penalty 3040.221370 = -1305522.786901
  nChanged 10
		SP:Iteration 70Q (119838.160000 sec): 3 clusters
  Score: Raw -1308565.999643 + Penalty 3040.221370 = -1305525.778273
  nChanged 12
		SP:Iteration 71Q (119838.430000 sec): 3 clusters
  Score: Raw -1308569.262673 + Penalty 3040.221370 = -1305529.041303
  nChanged 12
		SP:Iteration 72Q (119838.670000 sec): 3 clusters
  Score: Raw -1308573.790534 + Penalty 3040.221370 = -1305533.569164
  nChanged 12
		SP:Iteration 73Q (119838.920000 sec): 3 clusters
  Score: Raw -1308576.799024 + Penalty 3040.221370 = -1305536.577654
  nChanged 11
		SP:Iteration 74Q (119839.180000 sec): 3 clusters
  Score: Raw -1308579.353316 + Penalty 3040.221370 = -1305539.131946
  nChanged 10
		SP:Iteration 75Q (119839.460000 sec): 3 clusters
  Score: Raw -1308582.108869 + Penalty 3040.221370 = -1305541.887499
  nChanged 13
		SP:Iteration 76Q (119839.720000 sec): 3 clusters
  Score: Raw -1308585.259362 + Penalty 3040.221370 = -1305545.037992
  nChanged 7
		SP:Iteration 77Q (119839.970000 sec): 3 clusters
  Score: Raw -1308586.732421 + Penalty 3040.221370 = -1305546.511051
  nChanged 3
		SP:Iteration 78Q (119840.250000 sec): 3 clusters
  Score: Raw -1308587.207554 + Penalty 3040.221370 = -1305546.986184
  nChanged 2
		SP:Iteration 79Q (119840.500000 sec): 3 clusters
  Score: Raw -1308587.554462 + Penalty 3040.221370 = -1305547.333092
  nChanged 0
		SP:Iteration 80F (119840.780000 sec): 3 clusters
  Score: Raw -1308587.554462 + Penalty 3040.221370 = -1305547.333092
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119840.890000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119841.100000 sec): 3 clusters
  Score: Raw -19267.702534 + Penalty 1726.791943 = -17540.910590
  nChanged 37
		SP:Iteration 1F (119841.270000 sec): 3 clusters
  Score: Raw -19385.391302 + Penalty 1726.791943 = -17658.599359
  nChanged 8
		SP:Iteration 2Q (119841.430000 sec): 3 clusters
  Score: Raw -19412.041682 + Penalty 1726.791943 = -17685.249738
  nChanged 3
		SP:Iteration 3Q (119841.610000 sec): 3 clusters
  Score: Raw -19417.651158 + Penalty 1726.791943 = -17690.859215
  nChanged 2
		SP:Iteration 4Q (119841.790000 sec): 3 clusters
  Score: Raw -19420.491184 + Penalty 1726.791943 = -17693.699241
  nChanged 1
		SP:Iteration 5Q (119841.970000 sec): 3 clusters
  Score: Raw -19422.723504 + Penalty 1726.791943 = -17695.931561
  nChanged 2
		SP:Iteration 6Q (119842.150000 sec): 3 clusters
  Score: Raw -19425.850063 + Penalty 1726.791943 = -17699.058119
  nChanged 2
		SP:Iteration 7Q (119842.310000 sec): 3 clusters
  Score: Raw -19429.888305 + Penalty 1726.791943 = -17703.096362
  nChanged 1
		SP:Iteration 8Q (119842.510000 sec): 3 clusters
  Score: Raw -19432.734584 + Penalty 1726.791943 = -17705.942641
  nChanged 2
		SP:Iteration 9Q (119842.680000 sec): 3 clusters
  Score: Raw -19439.000988 + Penalty 1726.791943 = -17712.209044
  nChanged 3
		SP:Iteration 10Q (119842.840000 sec): 3 clusters
  Score: Raw -19448.171706 + Penalty 1726.791943 = -17721.379763
  nChanged 2
		SP:Iteration 11Q (119843.030000 sec): 3 clusters
  Score: Raw -19455.476120 + Penalty 1726.791943 = -17728.684177
  nChanged 4
		SP:Iteration 12Q (119843.210000 sec): 3 clusters
  Score: Raw -19482.239407 + Penalty 1726.791943 = -17755.447464
  nChanged 4
		SP:Iteration 13Q (119843.460000 sec): 3 clusters
  Score: Raw -19506.246793 + Penalty 1726.791943 = -17779.454850
  nChanged 2
		SP:Iteration 14Q (119843.630000 sec): 3 clusters
  Score: Raw -19518.049603 + Penalty 1726.791943 = -17791.257660
  nChanged 1
		SP:Iteration 15Q (119843.870000 sec): 3 clusters
  Score: Raw -19522.255923 + Penalty 1726.791943 = -17795.463980
  nChanged 0
		SP:Iteration 16F (119844.050000 sec): 3 clusters
  Score: Raw -19522.255923 + Penalty 1726.791943 = -17795.463980
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119844.130000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119844.310000 sec): 3 clusters
  Score: Raw -59632.421439 + Penalty 2047.755383 = -57584.666056
  nChanged 120
		SP:Iteration 1F (119844.510000 sec): 3 clusters
  Score: Raw -59827.866742 + Penalty 2047.755383 = -57780.111358
  nChanged 35
		SP:Iteration 2F (119844.680000 sec): 3 clusters
  Score: Raw -59891.089809 + Penalty 2047.755383 = -57843.334426
  nChanged 16
		SP:Iteration 3Q (119844.840000 sec): 3 clusters
  Score: Raw -59931.495584 + Penalty 2047.755383 = -57883.740200
  nChanged 18
		SP:Iteration 4Q (119845.020000 sec): 3 clusters
  Score: Raw -59992.635924 + Penalty 2047.755383 = -57944.880540
  nChanged 10
		SP:Iteration 5Q (119845.220000 sec): 3 clusters
  Score: Raw -60014.517866 + Penalty 2047.755383 = -57966.762483
  nChanged 8
		SP:Iteration 6Q (119845.360000 sec): 3 clusters
  Score: Raw -60030.103312 + Penalty 2047.755383 = -57982.347929
  nChanged 9
		SP:Iteration 7Q (119845.460000 sec): 3 clusters
  Score: Raw -60045.178429 + Penalty 2047.755383 = -57997.423046
  nChanged 8
		SP:Iteration 8Q (119845.600000 sec): 3 clusters
  Score: Raw -60060.053515 + Penalty 2047.755383 = -58012.298131
  nChanged 9
		SP:Iteration 9Q (119845.750000 sec): 3 clusters
  Score: Raw -60077.277729 + Penalty 2047.755383 = -58029.522346
  nChanged 7
		SP:Iteration 10Q (119845.850000 sec): 3 clusters
  Score: Raw -60085.854219 + Penalty 2047.755383 = -58038.098835
  nChanged 4
		SP:Iteration 11Q (119845.990000 sec): 3 clusters
  Score: Raw -60094.631941 + Penalty 2047.755383 = -58046.876557
  nChanged 1
		SP:Iteration 12Q (119846.140000 sec): 3 clusters
  Score: Raw -60095.975892 + Penalty 2047.755383 = -58048.220508
  nChanged 0
		SP:Iteration 13F (119846.230000 sec): 3 clusters
  Score: Raw -60095.975892 + Penalty 2047.755383 = -58048.220508
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119846.330000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119846.470000 sec): 3 clusters
  Score: Raw -16815.934858 + Penalty 1663.347989 = -15152.586869
  nChanged 23
		SP:Iteration 1F (119846.620000 sec): 3 clusters
  Score: Raw -16891.671929 + Penalty 1663.347989 = -15228.323940
  nChanged 5
		SP:Iteration 2Q (119846.710000 sec): 3 clusters
  Score: Raw -16908.152488 + Penalty 1663.347989 = -15244.804499
  nChanged 1
		SP:Iteration 3Q (119846.860000 sec): 3 clusters
  Score: Raw -16920.112235 + Penalty 1663.347989 = -15256.764246
  nChanged 1
		SP:Iteration 4Q (119847.000000 sec): 3 clusters
  Score: Raw -16926.854125 + Penalty 1663.347989 = -15263.506136
  nChanged 1
		SP:Iteration 5Q (119847.100000 sec): 3 clusters
  Score: Raw -16931.834135 + Penalty 1663.347989 = -15268.486146
  nChanged 0
		SP:Iteration 6F (119847.240000 sec): 3 clusters
  Score: Raw -16931.834135 + Penalty 1663.347989 = -15268.486146
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119847.410000 sec): 2 clusters
  Score: Raw -2058118.777783 + Penalty 1607.904988 = -2056510.872795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119847.700000 sec): 3 clusters
  Score: Raw -2046169.334351 + Penalty 3215.809975 = -2042953.524375
  nChanged 8955
		SP:Iteration 1F (119848.000000 sec): 3 clusters
  Score: Raw -2051162.110596 + Penalty 3215.809975 = -2047946.300621
  nChanged 1212
		SP:Iteration 2F (119848.270000 sec): 3 clusters
  Score: Raw -2051792.679207 + Penalty 3215.809975 = -2048576.869232
  nChanged 1325
		SP:Iteration 3F (119848.610000 sec): 3 clusters
  Score: Raw -2052610.644002 + Penalty 3215.809975 = -2049394.834027
  nChanged 1267
		SP:Iteration 4F (119848.930000 sec): 3 clusters
  Score: Raw -2053480.143471 + Penalty 3215.809975 = -2050264.333495
  nChanged 1269
		SP:Iteration 5F (119849.300000 sec): 3 clusters
  Score: Raw -2054441.632096 + Penalty 3215.809975 = -2051225.822121
  nChanged 1184
		SP:Iteration 6F (119849.600000 sec): 3 clusters
  Score: Raw -2055358.234250 + Penalty 3215.809975 = -2052142.424275
  nChanged 925
		SP:Iteration 7Q (119849.960000 sec): 3 clusters
  Score: Raw -2056075.329057 + Penalty 3215.809975 = -2052859.519082
  nChanged 714
		SP:Iteration 8Q (119850.240000 sec): 3 clusters
  Score: Raw -2056568.757455 + Penalty 3215.809975 = -2053352.947480
  nChanged 546
		SP:Iteration 9Q (119850.610000 sec): 3 clusters
  Score: Raw -2056922.046929 + Penalty 3215.809975 = -2053706.236954
  nChanged 445
		SP:Iteration 10Q (119850.940000 sec): 3 clusters
  Score: Raw -2057182.860155 + Penalty 3215.809975 = -2053967.050179
  nChanged 366
		SP:Iteration 11Q (119851.220000 sec): 3 clusters
  Score: Raw -2057395.686659 + Penalty 3215.809975 = -2054179.876684
  nChanged 319
		SP:Iteration 12Q (119851.500000 sec): 3 clusters
  Score: Raw -2057581.203286 + Penalty 3215.809975 = -2054365.393311
  nChanged 256
		SP:Iteration 13Q (119851.780000 sec): 3 clusters
  Score: Raw -2057732.629380 + Penalty 3215.809975 = -2054516.819404
  nChanged 214
		SP:Iteration 14Q (119852.100000 sec): 3 clusters
  Score: Raw -2057861.003683 + Penalty 3215.809975 = -2054645.193708
  nChanged 182
		SP:Iteration 15Q (119852.440000 sec): 3 clusters
  Score: Raw -2057961.965753 + Penalty 3215.809975 = -2054746.155778
  nChanged 145
		SP:Iteration 16Q (119852.730000 sec): 3 clusters
  Score: Raw -2058038.443179 + Penalty 3215.809975 = -2054822.633203
  nChanged 111
		SP:Iteration 17Q (119853.000000 sec): 3 clusters
  Score: Raw -2058092.594182 + Penalty 3215.809975 = -2054876.784206
  nChanged 89
		SP:Iteration 18Q (119853.220000 sec): 3 clusters
  Score: Raw -2058134.300812 + Penalty 3215.809975 = -2054918.490836
  nChanged 66
		SP:Iteration 19Q (119853.480000 sec): 3 clusters
  Score: Raw -2058166.364383 + Penalty 3215.809975 = -2054950.554408
  nChanged 59
		SP:Iteration 20F (119853.780000 sec): 3 clusters
  Score: Raw -2058198.035430 + Penalty 3215.809975 = -2054982.225455
  nChanged 57
		SP:Iteration 21Q (119854.060000 sec): 3 clusters
  Score: Raw -2058234.472865 + Penalty 3215.809975 = -2055018.662890
  nChanged 57
		SP:Iteration 22Q (119854.300000 sec): 3 clusters
  Score: Raw -2058269.253388 + Penalty 3215.809975 = -2055053.443412
  nChanged 53
		SP:Iteration 23Q (119854.600000 sec): 3 clusters
  Score: Raw -2058295.668281 + Penalty 3215.809975 = -2055079.858306
  nChanged 28
		SP:Iteration 24Q (119854.920000 sec): 3 clusters
  Score: Raw -2058311.271938 + Penalty 3215.809975 = -2055095.461963
  nChanged 27
		SP:Iteration 25Q (119855.220000 sec): 3 clusters
  Score: Raw -2058325.087088 + Penalty 3215.809975 = -2055109.277113
  nChanged 29
		SP:Iteration 26Q (119855.490000 sec): 3 clusters
  Score: Raw -2058340.734562 + Penalty 3215.809975 = -2055124.924586
  nChanged 17
		SP:Iteration 27Q (119855.800000 sec): 3 clusters
  Score: Raw -2058349.881297 + Penalty 3215.809975 = -2055134.071322
  nChanged 12
		SP:Iteration 28Q (119856.110000 sec): 3 clusters
  Score: Raw -2058358.182066 + Penalty 3215.809975 = -2055142.372091
  nChanged 12
		SP:Iteration 29Q (119856.380000 sec): 3 clusters
  Score: Raw -2058363.560993 + Penalty 3215.809975 = -2055147.751018
  nChanged 10
		SP:Iteration 30Q (119856.680000 sec): 3 clusters
  Score: Raw -2058368.872009 + Penalty 3215.809975 = -2055153.062033
  nChanged 11
		SP:Iteration 31Q (119856.930000 sec): 3 clusters
  Score: Raw -2058375.061068 + Penalty 3215.809975 = -2055159.251092
  nChanged 14
		SP:Iteration 32Q (119857.220000 sec): 3 clusters
  Score: Raw -2058381.118179 + Penalty 3215.809975 = -2055165.308204
  nChanged 8
		SP:Iteration 33Q (119857.510000 sec): 3 clusters
  Score: Raw -2058385.457327 + Penalty 3215.809975 = -2055169.647352
  nChanged 5
		SP:Iteration 34Q (119857.840000 sec): 3 clusters
  Score: Raw -2058388.096076 + Penalty 3215.809975 = -2055172.286101
  nChanged 4
		SP:Iteration 35Q (119858.100000 sec): 3 clusters
  Score: Raw -2058389.366998 + Penalty 3215.809975 = -2055173.557023
  nChanged 4
		SP:Iteration 36Q (119858.360000 sec): 3 clusters
  Score: Raw -2058391.490462 + Penalty 3215.809975 = -2055175.680487
  nChanged 7
		SP:Iteration 37Q (119858.670000 sec): 3 clusters
  Score: Raw -2058394.736427 + Penalty 3215.809975 = -2055178.926452
  nChanged 4
		SP:Iteration 38Q (119858.960000 sec): 3 clusters
  Score: Raw -2058396.014835 + Penalty 3215.809975 = -2055180.204859
  nChanged 3
		SP:Iteration 39Q (119859.230000 sec): 3 clusters
  Score: Raw -2058397.369624 + Penalty 3215.809975 = -2055181.559649
  nChanged 3
		SP:Iteration 40F (119859.570000 sec): 3 clusters
  Score: Raw -2058399.685675 + Penalty 3215.809975 = -2055183.875699
  nChanged 4
		SP:Iteration 41Q (119859.820000 sec): 3 clusters
  Score: Raw -2058401.982960 + Penalty 3215.809975 = -2055186.172984
  nChanged 5
		SP:Iteration 42Q (119860.060000 sec): 3 clusters
  Score: Raw -2058404.722237 + Penalty 3215.809975 = -2055188.912262
  nChanged 6
		SP:Iteration 43Q (119860.290000 sec): 3 clusters
  Score: Raw -2058406.942646 + Penalty 3215.809975 = -2055191.132671
  nChanged 5
		SP:Iteration 44Q (119860.600000 sec): 3 clusters
  Score: Raw -2058409.390931 + Penalty 3215.809975 = -2055193.580955
  nChanged 5
		SP:Iteration 45Q (119860.910000 sec): 3 clusters
  Score: Raw -2058411.386432 + Penalty 3215.809975 = -2055195.576457
  nChanged 3
		SP:Iteration 46Q (119861.200000 sec): 3 clusters
  Score: Raw -2058412.617763 + Penalty 3215.809975 = -2055196.807788
  nChanged 1
		SP:Iteration 47Q (119861.470000 sec): 3 clusters
  Score: Raw -2058413.023121 + Penalty 3215.809975 = -2055197.213146
  nChanged 1
		SP:Iteration 48Q (119861.800000 sec): 3 clusters
  Score: Raw -2058413.516525 + Penalty 3215.809975 = -2055197.706550
  nChanged 2
		SP:Iteration 49Q (119862.050000 sec): 3 clusters
  Score: Raw -2058414.682928 + Penalty 3215.809975 = -2055198.872953
  nChanged 2
		SP:Iteration 50Q (119862.340000 sec): 3 clusters
  Score: Raw -2058415.570618 + Penalty 3215.809975 = -2055199.760642
  nChanged 2
		SP:Iteration 51Q (119862.650000 sec): 3 clusters
  Score: Raw -2058416.016329 + Penalty 3215.809975 = -2055200.206353
  nChanged 0
		SP:Iteration 52F (119863.000000 sec): 3 clusters
  Score: Raw -2058416.016329 + Penalty 3215.809975 = -2055200.206353
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (28589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119863.220000 sec): 2 clusters
  Score: Raw -3026126.960036 + Penalty 1667.376312 = -3024459.583723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119863.600000 sec): 3 clusters
  Score: Raw -3008511.745420 + Penalty 3334.752625 = -3005176.992795
  nChanged 13103
		SP:Iteration 1F (119863.970000 sec): 3 clusters
  Score: Raw -3016412.957805 + Penalty 3334.752625 = -3013078.205180
  nChanged 1886
		SP:Iteration 2F (119864.330000 sec): 3 clusters
  Score: Raw -3017329.620956 + Penalty 3334.752625 = -3013994.868331
  nChanged 1791
		SP:Iteration 3F (119864.640000 sec): 3 clusters
  Score: Raw -3018230.948183 + Penalty 3334.752625 = -3014896.195558
  nChanged 1699
		SP:Iteration 4F (119865.010000 sec): 3 clusters
  Score: Raw -3019131.844859 + Penalty 3334.752625 = -3015797.092234
  nChanged 1594
		SP:Iteration 5F (119865.320000 sec): 3 clusters
  Score: Raw -3020037.397640 + Penalty 3334.752625 = -3016702.645015
  nChanged 1553
		SP:Iteration 6F (119865.640000 sec): 3 clusters
  Score: Raw -3020910.479347 + Penalty 3334.752625 = -3017575.726722
  nChanged 1333
		SP:Iteration 7Q (119865.970000 sec): 3 clusters
  Score: Raw -3021704.484420 + Penalty 3334.752625 = -3018369.731795
  nChanged 1173
		SP:Iteration 8Q (119866.300000 sec): 3 clusters
  Score: Raw -3022460.970727 + Penalty 3334.752625 = -3019126.218102
  nChanged 1106
		SP:Iteration 9Q (119866.710000 sec): 3 clusters
  Score: Raw -3023209.087564 + Penalty 3334.752625 = -3019874.334939
  nChanged 930
		SP:Iteration 10Q (119867.010000 sec): 3 clusters
  Score: Raw -3023863.360274 + Penalty 3334.752625 = -3020528.607649
  nChanged 766
		SP:Iteration 11Q (119867.360000 sec): 3 clusters
  Score: Raw -3024418.229595 + Penalty 3334.752625 = -3021083.476971
  nChanged 657
		SP:Iteration 12Q (119867.680000 sec): 3 clusters
  Score: Raw -3024872.781350 + Penalty 3334.752625 = -3021538.028725
  nChanged 530
		SP:Iteration 13Q (119868.020000 sec): 3 clusters
  Score: Raw -3025221.894101 + Penalty 3334.752625 = -3021887.141476
  nChanged 418
		SP:Iteration 14Q (119868.380000 sec): 3 clusters
  Score: Raw -3025492.162510 + Penalty 3334.752625 = -3022157.409885
  nChanged 339
		SP:Iteration 15Q (119868.680000 sec): 3 clusters
  Score: Raw -3025708.090044 + Penalty 3334.752625 = -3022373.337419
  nChanged 304
		SP:Iteration 16Q (119869.020000 sec): 3 clusters
  Score: Raw -3025905.117837 + Penalty 3334.752625 = -3022570.365212
  nChanged 248
		SP:Iteration 17Q (119869.420000 sec): 3 clusters
  Score: Raw -3026069.813456 + Penalty 3334.752625 = -3022735.060831
  nChanged 212
		SP:Iteration 18Q (119869.770000 sec): 3 clusters
  Score: Raw -3026192.173867 + Penalty 3334.752625 = -3022857.421242
  nChanged 173
		SP:Iteration 19Q (119870.130000 sec): 3 clusters
  Score: Raw -3026283.457589 + Penalty 3334.752625 = -3022948.704964
  nChanged 158
		SP:Iteration 20F (119870.470000 sec): 3 clusters
  Score: Raw -3026357.083814 + Penalty 3334.752625 = -3023022.331189
  nChanged 133
		SP:Iteration 21Q (119870.800000 sec): 3 clusters
  Score: Raw -3026414.593772 + Penalty 3334.752625 = -3023079.841147
  nChanged 112
		SP:Iteration 22Q (119871.140000 sec): 3 clusters
  Score: Raw -3026458.764153 + Penalty 3334.752625 = -3023124.011529
  nChanged 92
		SP:Iteration 23Q (119871.500000 sec): 3 clusters
  Score: Raw -3026493.905156 + Penalty 3334.752625 = -3023159.152531
  nChanged 86
		SP:Iteration 24Q (119871.840000 sec): 3 clusters
  Score: Raw -3026528.286074 + Penalty 3334.752625 = -3023193.533450
  nChanged 69
		SP:Iteration 25Q (119872.210000 sec): 3 clusters
  Score: Raw -3026553.311008 + Penalty 3334.752625 = -3023218.558383
  nChanged 58
		SP:Iteration 26Q (119872.600000 sec): 3 clusters
  Score: Raw -3026569.704547 + Penalty 3334.752625 = -3023234.951922
  nChanged 43
		SP:Iteration 27Q (119872.950000 sec): 3 clusters
  Score: Raw -3026584.059203 + Penalty 3334.752625 = -3023249.306579
  nChanged 32
		SP:Iteration 28Q (119873.290000 sec): 3 clusters
  Score: Raw -3026591.800970 + Penalty 3334.752625 = -3023257.048345
  nChanged 24
		SP:Iteration 29Q (119873.720000 sec): 3 clusters
  Score: Raw -3026598.311233 + Penalty 3334.752625 = -3023263.558608
  nChanged 35
		SP:Iteration 30Q (119874.090000 sec): 3 clusters
  Score: Raw -3026609.244706 + Penalty 3334.752625 = -3023274.492081
  nChanged 40
		SP:Iteration 31Q (119874.410000 sec): 3 clusters
  Score: Raw -3026620.998962 + Penalty 3334.752625 = -3023286.246337
  nChanged 31
		SP:Iteration 32Q (119874.700000 sec): 3 clusters
  Score: Raw -3026632.322058 + Penalty 3334.752625 = -3023297.569433
  nChanged 34
		SP:Iteration 33Q (119875.080000 sec): 3 clusters
  Score: Raw -3026643.280530 + Penalty 3334.752625 = -3023308.527905
  nChanged 35
		SP:Iteration 34Q (119875.340000 sec): 3 clusters
  Score: Raw -3026654.189763 + Penalty 3334.752625 = -3023319.437138
  nChanged 37
		SP:Iteration 35Q (119875.660000 sec): 3 clusters
  Score: Raw -3026664.528925 + Penalty 3334.752625 = -3023329.776300
  nChanged 26
		SP:Iteration 36Q (119876.020000 sec): 3 clusters
  Score: Raw -3026673.242765 + Penalty 3334.752625 = -3023338.490140
  nChanged 23
		SP:Iteration 37Q (119876.360000 sec): 3 clusters
  Score: Raw -3026680.522672 + Penalty 3334.752625 = -3023345.770047
  nChanged 23
		SP:Iteration 38Q (119876.750000 sec): 3 clusters
  Score: Raw -3026688.238327 + Penalty 3334.752625 = -3023353.485702
  nChanged 24
		SP:Iteration 39Q (119877.070000 sec): 3 clusters
  Score: Raw -3026695.131244 + Penalty 3334.752625 = -3023360.378619
  nChanged 23
		SP:Iteration 40F (119877.390000 sec): 3 clusters
  Score: Raw -3026703.427091 + Penalty 3334.752625 = -3023368.674466
  nChanged 25
		SP:Iteration 41Q (119877.730000 sec): 3 clusters
  Score: Raw -3026711.995484 + Penalty 3334.752625 = -3023377.242859
  nChanged 35
		SP:Iteration 42Q (119878.090000 sec): 3 clusters
  Score: Raw -3026724.597733 + Penalty 3334.752625 = -3023389.845108
  nChanged 32
		SP:Iteration 43Q (119878.480000 sec): 3 clusters
  Score: Raw -3026735.403371 + Penalty 3334.752625 = -3023400.650746
  nChanged 24
		SP:Iteration 44Q (119878.830000 sec): 3 clusters
  Score: Raw -3026741.677139 + Penalty 3334.752625 = -3023406.924514
  nChanged 18
		SP:Iteration 45Q (119879.220000 sec): 3 clusters
  Score: Raw -3026745.975105 + Penalty 3334.752625 = -3023411.222481
  nChanged 18
		SP:Iteration 46Q (119879.610000 sec): 3 clusters
  Score: Raw -3026751.400860 + Penalty 3334.752625 = -3023416.648235
  nChanged 15
		SP:Iteration 47Q (119879.940000 sec): 3 clusters
  Score: Raw -3026756.065058 + Penalty 3334.752625 = -3023421.312433
  nChanged 19
		SP:Iteration 48Q (119880.240000 sec): 3 clusters
  Score: Raw -3026760.570258 + Penalty 3334.752625 = -3023425.817633
  nChanged 13
		SP:Iteration 49Q (119880.600000 sec): 3 clusters
  Score: Raw -3026764.944783 + Penalty 3334.752625 = -3023430.192159
  nChanged 15
		SP:Iteration 50Q (119880.880000 sec): 3 clusters
  Score: Raw -3026769.675500 + Penalty 3334.752625 = -3023434.922875
  nChanged 16
		SP:Iteration 51Q (119881.180000 sec): 3 clusters
  Score: Raw -3026773.486094 + Penalty 3334.752625 = -3023438.733469
  nChanged 15
		SP:Iteration 52Q (119881.450000 sec): 3 clusters
  Score: Raw -3026778.140229 + Penalty 3334.752625 = -3023443.387604
  nChanged 14
		SP:Iteration 53Q (119881.830000 sec): 3 clusters
  Score: Raw -3026781.800747 + Penalty 3334.752625 = -3023447.048122
  nChanged 15
		SP:Iteration 54Q (119882.240000 sec): 3 clusters
  Score: Raw -3026786.044097 + Penalty 3334.752625 = -3023451.291472
  nChanged 13
		SP:Iteration 55Q (119882.530000 sec): 3 clusters
  Score: Raw -3026789.241345 + Penalty 3334.752625 = -3023454.488720
  nChanged 11
		SP:Iteration 56Q (119882.830000 sec): 3 clusters
  Score: Raw -3026792.538935 + Penalty 3334.752625 = -3023457.786311
  nChanged 12
		SP:Iteration 57Q (119883.210000 sec): 3 clusters
  Score: Raw -3026796.275424 + Penalty 3334.752625 = -3023461.522799
  nChanged 19
		SP:Iteration 58Q (119883.550000 sec): 3 clusters
  Score: Raw -3026801.284932 + Penalty 3334.752625 = -3023466.532307
  nChanged 5
		SP:Iteration 59Q (119883.990000 sec): 3 clusters
  Score: Raw -3026802.979410 + Penalty 3334.752625 = -3023468.226785
  nChanged 7
		SP:Iteration 60F (119884.290000 sec): 3 clusters
  Score: Raw -3026805.125791 + Penalty 3334.752625 = -3023470.373166
  nChanged 3
		SP:Iteration 61Q (119884.600000 sec): 3 clusters
  Score: Raw -3026806.003818 + Penalty 3334.752625 = -3023471.251193
  nChanged 3
		SP:Iteration 62Q (119884.980000 sec): 3 clusters
  Score: Raw -3026806.961512 + Penalty 3334.752625 = -3023472.208887
  nChanged 5
		SP:Iteration 63Q (119885.310000 sec): 3 clusters
  Score: Raw -3026808.356483 + Penalty 3334.752625 = -3023473.603858
  nChanged 6
		SP:Iteration 64Q (119885.630000 sec): 3 clusters
  Score: Raw -3026810.042386 + Penalty 3334.752625 = -3023475.289761
  nChanged 3
		SP:Iteration 65Q (119885.950000 sec): 3 clusters
  Score: Raw -3026810.982890 + Penalty 3334.752625 = -3023476.230265
  nChanged 4
		SP:Iteration 66Q (119886.270000 sec): 3 clusters
  Score: Raw -3026812.725025 + Penalty 3334.752625 = -3023477.972400
  nChanged 3
		SP:Iteration 67Q (119886.580000 sec): 3 clusters
  Score: Raw -3026813.558242 + Penalty 3334.752625 = -3023478.805617
  nChanged 2
		SP:Iteration 68Q (119886.850000 sec): 3 clusters
  Score: Raw -3026813.975048 + Penalty 3334.752625 = -3023479.222423
  nChanged 1
		SP:Iteration 69Q (119887.170000 sec): 3 clusters
  Score: Raw -3026814.257654 + Penalty 3334.752625 = -3023479.505029
  nChanged 2
		SP:Iteration 70Q (119887.460000 sec): 3 clusters
  Score: Raw -3026814.502139 + Penalty 3334.752625 = -3023479.749514
  nChanged 0
		SP:Iteration 71F (119887.750000 sec): 3 clusters
  Score: Raw -3026814.502139 + Penalty 3334.752625 = -3023479.749514
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119887.860000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119888.060000 sec): 3 clusters
  Score: Raw -55595.578838 + Penalty 2015.165482 = -53580.413356
  nChanged 107
		SP:Iteration 1F (119888.220000 sec): 3 clusters
  Score: Raw -55728.903627 + Penalty 2015.165482 = -53713.738146
  nChanged 25
		SP:Iteration 2F (119888.400000 sec): 3 clusters
  Score: Raw -55772.547392 + Penalty 2015.165482 = -53757.381910
  nChanged 14
		SP:Iteration 3Q (119888.560000 sec): 3 clusters
  Score: Raw -55795.590235 + Penalty 2015.165482 = -53780.424753
  nChanged 6
		SP:Iteration 4Q (119888.770000 sec): 3 clusters
  Score: Raw -55801.680765 + Penalty 2015.165482 = -53786.515283
  nChanged 1
		SP:Iteration 5Q (119888.930000 sec): 3 clusters
  Score: Raw -55802.414427 + Penalty 2015.165482 = -53787.248946
  nChanged 1
		SP:Iteration 6Q (119889.110000 sec): 3 clusters
  Score: Raw -55803.207425 + Penalty 2015.165482 = -53788.041944
  nChanged 0
		SP:Iteration 7F (119889.310000 sec): 3 clusters
  Score: Raw -55803.207425 + Penalty 2015.165482 = -53788.041944
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119889.370000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119889.570000 sec): 3 clusters
  Score: Raw -48673.081694 + Penalty 1948.846929 = -46724.234765
  nChanged 83
		SP:Iteration 1F (119889.740000 sec): 3 clusters
  Score: Raw -48819.269965 + Penalty 1948.846929 = -46870.423036
  nChanged 24
		SP:Iteration 2F (119889.900000 sec): 3 clusters
  Score: Raw -48868.059283 + Penalty 1948.846929 = -46919.212354
  nChanged 9
		SP:Iteration 3Q (119890.060000 sec): 3 clusters
  Score: Raw -48886.371374 + Penalty 1948.846929 = -46937.524445
  nChanged 4
		SP:Iteration 4Q (119890.190000 sec): 3 clusters
  Score: Raw -48895.397822 + Penalty 1948.846929 = -46946.550893
  nChanged 3
		SP:Iteration 5Q (119890.340000 sec): 3 clusters
  Score: Raw -48904.226161 + Penalty 1948.846929 = -46955.379232
  nChanged 1
		SP:Iteration 6Q (119890.480000 sec): 3 clusters
  Score: Raw -48905.424408 + Penalty 1948.846929 = -46956.577480
  nChanged 1
		SP:Iteration 7Q (119890.630000 sec): 3 clusters
  Score: Raw -48907.177294 + Penalty 1948.846929 = -46958.330365
  nChanged 0
		SP:Iteration 8F (119890.770000 sec): 3 clusters
  Score: Raw -48907.177294 + Penalty 1948.846929 = -46958.330365
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (333462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119892.560000 sec): 2 clusters
  Score: Raw -37879222.301825 + Penalty 2066.558682 = -37877155.743143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119894.650000 sec): 3 clusters
  Score: Raw -37656604.195571 + Penalty 4133.117363 = -37652471.078208
  nChanged 162229
		SP:Iteration 1F (119896.810000 sec): 3 clusters
  Score: Raw -37759374.698331 + Penalty 4133.117363 = -37755241.580968
  nChanged 15524
		SP:Iteration 2Q (119899.080000 sec): 3 clusters
  Score: Raw -37765734.231747 + Penalty 4133.117363 = -37761601.114383
  nChanged 18664
		SP:Iteration 3F (119901.330000 sec): 3 clusters
  Score: Raw -37775398.706417 + Penalty 4133.117363 = -37771265.589054
  nChanged 21750
		SP:Iteration 4F (119903.340000 sec): 3 clusters
  Score: Raw -37789625.959338 + Penalty 4133.117363 = -37785492.841974
  nChanged 24050
		SP:Iteration 5F (119905.200000 sec): 3 clusters
  Score: Raw -37808819.724128 + Penalty 4133.117363 = -37804686.606765
  nChanged 23902
		SP:Iteration 6F (119907.010000 sec): 3 clusters
  Score: Raw -37830357.641156 + Penalty 4133.117363 = -37826224.523793
  nChanged 20202
		SP:Iteration 7F (119908.780000 sec): 3 clusters
  Score: Raw -37849196.823823 + Penalty 4133.117363 = -37845063.706460
  nChanged 14721
		SP:Iteration 8Q (119910.540000 sec): 3 clusters
  Score: Raw -37862584.485410 + Penalty 4133.117363 = -37858451.368046
  nChanged 9415
		SP:Iteration 9Q (119912.300000 sec): 3 clusters
  Score: Raw -37870607.060457 + Penalty 4133.117363 = -37866473.943094
  nChanged 5572
		SP:Iteration 10Q (119914.260000 sec): 3 clusters
  Score: Raw -37874984.688810 + Penalty 4133.117363 = -37870851.571446
  nChanged 3253
		SP:Iteration 11Q (119916.100000 sec): 3 clusters
  Score: Raw -37877371.243560 + Penalty 4133.117363 = -37873238.126197
  nChanged 1909
		SP:Iteration 12Q (119917.940000 sec): 3 clusters
  Score: Raw -37878736.983096 + Penalty 4133.117363 = -37874603.865733
  nChanged 1117
		SP:Iteration 13Q (119919.640000 sec): 3 clusters
  Score: Raw -37879473.848263 + Penalty 4133.117363 = -37875340.730900
  nChanged 701
		SP:Iteration 14Q (119921.280000 sec): 3 clusters
  Score: Raw -37879851.677402 + Penalty 4133.117363 = -37875718.560038
  nChanged 464
		SP:Iteration 15Q (119922.930000 sec): 3 clusters
  Score: Raw -37880069.046915 + Penalty 4133.117363 = -37875935.929552
  nChanged 346
		SP:Iteration 16Q (119924.490000 sec): 3 clusters
  Score: Raw -37880189.451505 + Penalty 4133.117363 = -37876056.334142
  nChanged 236
		SP:Iteration 17Q (119926.210000 sec): 3 clusters
  Score: Raw -37880258.996372 + Penalty 4133.117363 = -37876125.879009
  nChanged 169
		SP:Iteration 18Q (119927.840000 sec): 3 clusters
  Score: Raw -37880305.955158 + Penalty 4133.117363 = -37876172.837794
  nChanged 146
		SP:Iteration 19Q (119929.500000 sec): 3 clusters
  Score: Raw -37880339.712017 + Penalty 4133.117363 = -37876206.594653
  nChanged 107
		SP:Iteration 20F (119931.330000 sec): 3 clusters
  Score: Raw -37880364.013479 + Penalty 4133.117363 = -37876230.896116
  nChanged 69
		SP:Iteration 21Q (119933.080000 sec): 3 clusters
  Score: Raw -37880376.480348 + Penalty 4133.117363 = -37876243.362985
  nChanged 48
		SP:Iteration 22Q (119934.620000 sec): 3 clusters
  Score: Raw -37880383.915370 + Penalty 4133.117363 = -37876250.798007
  nChanged 38
		SP:Iteration 23Q (119936.190000 sec): 3 clusters
  Score: Raw -37880391.282044 + Penalty 4133.117363 = -37876258.164681
  nChanged 43
		SP:Iteration 24Q (119937.830000 sec): 3 clusters
  Score: Raw -37880399.057704 + Penalty 4133.117363 = -37876265.940341
  nChanged 35
		SP:Iteration 25Q (119939.420000 sec): 3 clusters
  Score: Raw -37880405.124904 + Penalty 4133.117363 = -37876272.007540
  nChanged 26
		SP:Iteration 26Q (119941.030000 sec): 3 clusters
  Score: Raw -37880408.853503 + Penalty 4133.117363 = -37876275.736140
  nChanged 17
		SP:Iteration 27Q (119942.670000 sec): 3 clusters
  Score: Raw -37880411.068605 + Penalty 4133.117363 = -37876277.951241
  nChanged 16
		SP:Iteration 28Q (119944.260000 sec): 3 clusters
  Score: Raw -37880412.275277 + Penalty 4133.117363 = -37876279.157914
  nChanged 11
		SP:Iteration 29Q (119945.880000 sec): 3 clusters
  Score: Raw -37880413.678251 + Penalty 4133.117363 = -37876280.560888
  nChanged 4
		SP:Iteration 30Q (119947.400000 sec): 3 clusters
  Score: Raw -37880414.343802 + Penalty 4133.117363 = -37876281.226439
  nChanged 6
		SP:Iteration 31Q (119948.940000 sec): 3 clusters
  Score: Raw -37880414.997226 + Penalty 4133.117363 = -37876281.879862
  nChanged 6
		SP:Iteration 32Q (119950.620000 sec): 3 clusters
  Score: Raw -37880415.759821 + Penalty 4133.117363 = -37876282.642458
  nChanged 6
		SP:Iteration 33Q (119952.280000 sec): 3 clusters
  Score: Raw -37880416.387199 + Penalty 4133.117363 = -37876283.269836
  nChanged 2
		SP:Iteration 34Q (119953.970000 sec): 3 clusters
  Score: Raw -37880416.482337 + Penalty 4133.117363 = -37876283.364974
  nChanged 1
		SP:Iteration 35Q (119955.480000 sec): 3 clusters
  Score: Raw -37880416.560136 + Penalty 4133.117363 = -37876283.442772
  nChanged 3
		SP:Iteration 36Q (119957.160000 sec): 3 clusters
  Score: Raw -37880417.056994 + Penalty 4133.117363 = -37876283.939630
  nChanged 3
		SP:Iteration 37Q (119958.870000 sec): 3 clusters
  Score: Raw -37880417.317308 + Penalty 4133.117363 = -37876284.199945
  nChanged 5
		SP:Iteration 38Q (119960.470000 sec): 3 clusters
  Score: Raw -37880417.688606 + Penalty 4133.117363 = -37876284.571243
  nChanged 5
		SP:Iteration 39Q (119962.090000 sec): 3 clusters
  Score: Raw -37880418.280203 + Penalty 4133.117363 = -37876285.162839
  nChanged 3
		SP:Iteration 40F (119963.800000 sec): 3 clusters
  Score: Raw -37880418.893845 + Penalty 4133.117363 = -37876285.776482
  nChanged 8
		SP:Iteration 41Q (119965.370000 sec): 3 clusters
  Score: Raw -37880420.286973 + Penalty 4133.117363 = -37876287.169609
  nChanged 9
		SP:Iteration 42Q (119967.080000 sec): 3 clusters
  Score: Raw -37880421.278746 + Penalty 4133.117363 = -37876288.161382
  nChanged 5
		SP:Iteration 43Q (119968.810000 sec): 3 clusters
  Score: Raw -37880421.784438 + Penalty 4133.117363 = -37876288.667075
  nChanged 8
		SP:Iteration 44Q (119970.530000 sec): 3 clusters
  Score: Raw -37880423.170693 + Penalty 4133.117363 = -37876290.053329
  nChanged 6
		SP:Iteration 45Q (119972.330000 sec): 3 clusters
  Score: Raw -37880423.904950 + Penalty 4133.117363 = -37876290.787587
  nChanged 5
		SP:Iteration 46Q (119974.080000 sec): 3 clusters
  Score: Raw -37880424.451841 + Penalty 4133.117363 = -37876291.334477
  nChanged 5
		SP:Iteration 47Q (119975.790000 sec): 3 clusters
  Score: Raw -37880425.047976 + Penalty 4133.117363 = -37876291.930613
  nChanged 3
		SP:Iteration 48Q (119977.420000 sec): 3 clusters
  Score: Raw -37880425.585406 + Penalty 4133.117363 = -37876292.468043
  nChanged 7
		SP:Iteration 49Q (119979.080000 sec): 3 clusters
  Score: Raw -37880426.884097 + Penalty 4133.117363 = -37876293.766733
  nChanged 11
		SP:Iteration 50Q (119980.670000 sec): 3 clusters
  Score: Raw -37880427.931188 + Penalty 4133.117363 = -37876294.813825
  nChanged 6
		SP:Iteration 51Q (119982.400000 sec): 3 clusters
  Score: Raw -37880428.652448 + Penalty 4133.117363 = -37876295.535084
  nChanged 3
		SP:Iteration 52Q (119983.990000 sec): 3 clusters
  Score: Raw -37880429.088393 + Penalty 4133.117363 = -37876295.971030
  nChanged 5
		SP:Iteration 53Q (119985.420000 sec): 3 clusters
  Score: Raw -37880429.544249 + Penalty 4133.117363 = -37876296.426885
  nChanged 7
		SP:Iteration 54Q (119986.930000 sec): 3 clusters
  Score: Raw -37880430.327798 + Penalty 4133.117363 = -37876297.210435
  nChanged 5
		SP:Iteration 55Q (119988.630000 sec): 3 clusters
  Score: Raw -37880430.802149 + Penalty 4133.117363 = -37876297.684786
  nChanged 3
		SP:Iteration 56Q (119990.190000 sec): 3 clusters
  Score: Raw -37880431.120700 + Penalty 4133.117363 = -37876298.003337
  nChanged 3
		SP:Iteration 57Q (119991.780000 sec): 3 clusters
  Score: Raw -37880431.426640 + Penalty 4133.117363 = -37876298.309277
  nChanged 1
		SP:Iteration 58Q (119993.430000 sec): 3 clusters
  Score: Raw -37880431.521803 + Penalty 4133.117363 = -37876298.404440
  nChanged 3
		SP:Iteration 59Q (119995.310000 sec): 3 clusters
  Score: Raw -37880431.951633 + Penalty 4133.117363 = -37876298.834270
  nChanged 5
		SP:Iteration 60F (119997.620000 sec): 3 clusters
  Score: Raw -37880432.539343 + Penalty 4133.117363 = -37876299.421980
  nChanged 5
		SP:Iteration 61Q (119999.750000 sec): 3 clusters
  Score: Raw -37880433.097118 + Penalty 4133.117363 = -37876299.979755
  nChanged 2
		SP:Iteration 62Q (120001.840000 sec): 3 clusters
  Score: Raw -37880433.191473 + Penalty 4133.117363 = -37876300.074109
  nChanged 1
		SP:Iteration 63Q (120003.730000 sec): 3 clusters
  Score: Raw -37880433.250086 + Penalty 4133.117363 = -37876300.132723
  nChanged 0
		SP:Iteration 64F (120005.470000 sec): 3 clusters
  Score: Raw -37880433.250086 + Penalty 4133.117363 = -37876300.132723
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (73778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120005.970000 sec): 2 clusters
  Score: Raw -8187479.756731 + Penalty 1821.432578 = -8185658.324153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120006.540000 sec): 3 clusters
  Score: Raw -8140029.781074 + Penalty 3642.865156 = -8136386.915918
  nChanged 35287
		SP:Iteration 1F (120007.150000 sec): 3 clusters
  Score: Raw -8160480.945813 + Penalty 3642.865156 = -8156838.080658
  nChanged 3283
		SP:Iteration 2Q (120007.810000 sec): 3 clusters
  Score: Raw -8161788.168344 + Penalty 3642.865156 = -8158145.303188
  nChanged 4033
		SP:Iteration 3F (120008.400000 sec): 3 clusters
  Score: Raw -8163911.557080 + Penalty 3642.865156 = -8160268.691924
  nChanged 5266
		SP:Iteration 4F (120008.990000 sec): 3 clusters
  Score: Raw -8167357.649451 + Penalty 3642.865156 = -8163714.784295
  nChanged 6042
		SP:Iteration 5F (120009.570000 sec): 3 clusters
  Score: Raw -8171891.055265 + Penalty 3642.865156 = -8168248.190110
  nChanged 5649
		SP:Iteration 6F (120010.150000 sec): 3 clusters
  Score: Raw -8176253.987588 + Penalty 3642.865156 = -8172611.122432
  nChanged 4445
		SP:Iteration 7F (120010.790000 sec): 3 clusters
  Score: Raw -8180077.939368 + Penalty 3642.865156 = -8176435.074213
  nChanged 3247
		SP:Iteration 8Q (120011.330000 sec): 3 clusters
  Score: Raw -8182987.862308 + Penalty 3642.865156 = -8179344.997153
  nChanged 2230
		SP:Iteration 9Q (120012.010000 sec): 3 clusters
  Score: Raw -8184589.780090 + Penalty 3642.865156 = -8180946.914934
  nChanged 1484
		SP:Iteration 10Q (120012.590000 sec): 3 clusters
  Score: Raw -8185356.996355 + Penalty 3642.865156 = -8181714.131200
  nChanged 925
		SP:Iteration 11Q (120013.200000 sec): 3 clusters
  Score: Raw -8185717.693111 + Penalty 3642.865156 = -8182074.827955
  nChanged 705
		SP:Iteration 12Q (120013.780000 sec): 3 clusters
  Score: Raw -8185962.053217 + Penalty 3642.865156 = -8182319.188062
  nChanged 604
		SP:Iteration 13Q (120014.260000 sec): 3 clusters
  Score: Raw -8186159.474873 + Penalty 3642.865156 = -8182516.609718
  nChanged 546
		SP:Iteration 14Q (120014.860000 sec): 3 clusters
  Score: Raw -8186324.845976 + Penalty 3642.865156 = -8182681.980821
  nChanged 520
		SP:Iteration 15Q (120015.460000 sec): 3 clusters
  Score: Raw -8186475.863687 + Penalty 3642.865156 = -8182832.998531
  nChanged 486
		SP:Iteration 16Q (120016.040000 sec): 3 clusters
  Score: Raw -8186616.908164 + Penalty 3642.865156 = -8182974.043009
  nChanged 476
		SP:Iteration 17Q (120016.600000 sec): 3 clusters
  Score: Raw -8186750.011372 + Penalty 3642.865156 = -8183107.146217
  nChanged 414
		SP:Iteration 18Q (120017.190000 sec): 3 clusters
  Score: Raw -8186870.644873 + Penalty 3642.865156 = -8183227.779717
  nChanged 366
		SP:Iteration 19Q (120017.780000 sec): 3 clusters
  Score: Raw -8186982.271295 + Penalty 3642.865156 = -8183339.406139
  nChanged 363
		SP:Iteration 20F (120018.390000 sec): 3 clusters
  Score: Raw -8187096.016301 + Penalty 3642.865156 = -8183453.151145
  nChanged 339
		SP:Iteration 21Q (120018.970000 sec): 3 clusters
  Score: Raw -8187198.145544 + Penalty 3642.865156 = -8183555.280389
  nChanged 318
		SP:Iteration 22Q (120019.520000 sec): 3 clusters
  Score: Raw -8187286.412213 + Penalty 3642.865156 = -8183643.547057
  nChanged 299
		SP:Iteration 23Q (120020.130000 sec): 3 clusters
  Score: Raw -8187370.684733 + Penalty 3642.865156 = -8183727.819577
  nChanged 273
		SP:Iteration 24Q (120020.710000 sec): 3 clusters
  Score: Raw -8187448.967499 + Penalty 3642.865156 = -8183806.102344
  nChanged 272
		SP:Iteration 25Q (120021.260000 sec): 3 clusters
  Score: Raw -8187524.062246 + Penalty 3642.865156 = -8183881.197091
  nChanged 243
		SP:Iteration 26Q (120021.860000 sec): 3 clusters
  Score: Raw -8187592.688552 + Penalty 3642.865156 = -8183949.823396
  nChanged 239
		SP:Iteration 27Q (120022.410000 sec): 3 clusters
  Score: Raw -8187664.090065 + Penalty 3642.865156 = -8184021.224910
  nChanged 225
		SP:Iteration 28Q (120023.020000 sec): 3 clusters
  Score: Raw -8187728.833345 + Penalty 3642.865156 = -8184085.968189
  nChanged 208
		SP:Iteration 29Q (120023.600000 sec): 3 clusters
  Score: Raw -8187788.098936 + Penalty 3642.865156 = -8184145.233781
  nChanged 206
		SP:Iteration 30Q (120024.110000 sec): 3 clusters
  Score: Raw -8187851.701017 + Penalty 3642.865156 = -8184208.835862
  nChanged 189
		SP:Iteration 31Q (120024.660000 sec): 3 clusters
  Score: Raw -8187911.825010 + Penalty 3642.865156 = -8184268.959855
  nChanged 194
		SP:Iteration 32Q (120025.170000 sec): 3 clusters
  Score: Raw -8187972.358860 + Penalty 3642.865156 = -8184329.493704
  nChanged 170
		SP:Iteration 33Q (120025.680000 sec): 3 clusters
  Score: Raw -8188022.499754 + Penalty 3642.865156 = -8184379.634598
  nChanged 149
		SP:Iteration 34Q (120026.130000 sec): 3 clusters
  Score: Raw -8188063.621048 + Penalty 3642.865156 = -8184420.755892
  nChanged 127
		SP:Iteration 35Q (120026.590000 sec): 3 clusters
  Score: Raw -8188102.559130 + Penalty 3642.865156 = -8184459.693975
  nChanged 109
		SP:Iteration 36Q (120027.160000 sec): 3 clusters
  Score: Raw -8188136.001195 + Penalty 3642.865156 = -8184493.136040
  nChanged 100
		SP:Iteration 37Q (120027.610000 sec): 3 clusters
  Score: Raw -8188163.872345 + Penalty 3642.865156 = -8184521.007189
  nChanged 73
		SP:Iteration 38Q (120028.150000 sec): 3 clusters
  Score: Raw -8188181.286042 + Penalty 3642.865156 = -8184538.420886
  nChanged 68
		SP:Iteration 39Q (120028.630000 sec): 3 clusters
  Score: Raw -8188196.674393 + Penalty 3642.865156 = -8184553.809237
  nChanged 58
		SP:Iteration 40F (120029.250000 sec): 3 clusters
  Score: Raw -8188210.430128 + Penalty 3642.865156 = -8184567.564973
  nChanged 42
		SP:Iteration 41Q (120029.730000 sec): 3 clusters
  Score: Raw -8188219.804937 + Penalty 3642.865156 = -8184576.939781
  nChanged 35
		SP:Iteration 42Q (120030.240000 sec): 3 clusters
  Score: Raw -8188226.654804 + Penalty 3642.865156 = -8184583.789649
  nChanged 30
		SP:Iteration 43Q (120030.820000 sec): 3 clusters
  Score: Raw -8188232.773379 + Penalty 3642.865156 = -8184589.908223
  nChanged 27
		SP:Iteration 44Q (120031.320000 sec): 3 clusters
  Score: Raw -8188238.127063 + Penalty 3642.865156 = -8184595.261908
  nChanged 27
		SP:Iteration 45Q (120031.870000 sec): 3 clusters
  Score: Raw -8188243.749235 + Penalty 3642.865156 = -8184600.884080
  nChanged 30
		SP:Iteration 46Q (120032.480000 sec): 3 clusters
  Score: Raw -8188251.541607 + Penalty 3642.865156 = -8184608.676452
  nChanged 31
		SP:Iteration 47Q (120033.000000 sec): 3 clusters
  Score: Raw -8188258.510324 + Penalty 3642.865156 = -8184615.645169
  nChanged 32
		SP:Iteration 48Q (120033.580000 sec): 3 clusters
  Score: Raw -8188264.729586 + Penalty 3642.865156 = -8184621.864431
  nChanged 25
		SP:Iteration 49Q (120034.150000 sec): 3 clusters
  Score: Raw -8188268.506917 + Penalty 3642.865156 = -8184625.641761
  nChanged 11
		SP:Iteration 50Q (120034.710000 sec): 3 clusters
  Score: Raw -8188270.280321 + Penalty 3642.865156 = -8184627.415165
  nChanged 11
		SP:Iteration 51Q (120035.270000 sec): 3 clusters
  Score: Raw -8188272.393761 + Penalty 3642.865156 = -8184629.528606
  nChanged 13
		SP:Iteration 52Q (120035.770000 sec): 3 clusters
  Score: Raw -8188274.274822 + Penalty 3642.865156 = -8184631.409666
  nChanged 10
		SP:Iteration 53Q (120036.240000 sec): 3 clusters
  Score: Raw -8188275.623408 + Penalty 3642.865156 = -8184632.758253
  nChanged 5
		SP:Iteration 54Q (120036.700000 sec): 3 clusters
  Score: Raw -8188276.510563 + Penalty 3642.865156 = -8184633.645408
  nChanged 9
		SP:Iteration 55Q (120037.180000 sec): 3 clusters
  Score: Raw -8188277.808048 + Penalty 3642.865156 = -8184634.942892
  nChanged 8
		SP:Iteration 56Q (120037.690000 sec): 3 clusters
  Score: Raw -8188279.053623 + Penalty 3642.865156 = -8184636.188467
  nChanged 6
		SP:Iteration 57Q (120038.240000 sec): 3 clusters
  Score: Raw -8188280.340372 + Penalty 3642.865156 = -8184637.475216
  nChanged 8
		SP:Iteration 58Q (120038.720000 sec): 3 clusters
  Score: Raw -8188282.114718 + Penalty 3642.865156 = -8184639.249563
  nChanged 7
		SP:Iteration 59Q (120039.150000 sec): 3 clusters
  Score: Raw -8188282.893291 + Penalty 3642.865156 = -8184640.028136
  nChanged 4
		SP:Iteration 60F (120039.700000 sec): 3 clusters
  Score: Raw -8188283.482937 + Penalty 3642.865156 = -8184640.617781
  nChanged 2
		SP:Iteration 61Q (120040.390000 sec): 3 clusters
  Score: Raw -8188283.739860 + Penalty 3642.865156 = -8184640.874704
  nChanged 2
		SP:Iteration 62Q (120041.040000 sec): 3 clusters
  Score: Raw -8188284.064228 + Penalty 3642.865156 = -8184641.199072
  nChanged 0
		SP:Iteration 63F (120041.640000 sec): 3 clusters
  Score: Raw -8188284.064228 + Penalty 3642.865156 = -8184641.199072
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120041.800000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120041.970000 sec): 3 clusters
  Score: Raw -52450.994786 + Penalty 1991.941318 = -50459.053467
  nChanged 102
		SP:Iteration 1F (120042.190000 sec): 3 clusters
  Score: Raw -52583.038480 + Penalty 1991.941318 = -50591.097162
  nChanged 20
		SP:Iteration 2Q (120042.340000 sec): 3 clusters
  Score: Raw -52618.285653 + Penalty 1991.941318 = -50626.344335
  nChanged 8
		SP:Iteration 3Q (120042.530000 sec): 3 clusters
  Score: Raw -52630.596664 + Penalty 1991.941318 = -50638.655346
  nChanged 6
		SP:Iteration 4Q (120042.670000 sec): 3 clusters
  Score: Raw -52643.984698 + Penalty 1991.941318 = -50652.043379
  nChanged 6
		SP:Iteration 5Q (120042.820000 sec): 3 clusters
  Score: Raw -52656.915555 + Penalty 1991.941318 = -50664.974236
  nChanged 5
		SP:Iteration 6Q (120043.050000 sec): 3 clusters
  Score: Raw -52664.688026 + Penalty 1991.941318 = -50672.746708
  nChanged 4
		SP:Iteration 7Q (120043.240000 sec): 3 clusters
  Score: Raw -52667.201285 + Penalty 1991.941318 = -50675.259967
  nChanged 1
		SP:Iteration 8Q (120043.400000 sec): 3 clusters
  Score: Raw -52668.217075 + Penalty 1991.941318 = -50676.275756
  nChanged 1
		SP:Iteration 9Q (120043.600000 sec): 3 clusters
  Score: Raw -52670.831336 + Penalty 1991.941318 = -50678.890017
  nChanged 0
		SP:Iteration 10F (120043.740000 sec): 3 clusters
  Score: Raw -52670.831336 + Penalty 1991.941318 = -50678.890017
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120043.860000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120044.010000 sec): 3 clusters
  Score: Raw -29125.906173 + Penalty 1844.944986 = -27280.961187
  nChanged 48
		SP:Iteration 1F (120044.220000 sec): 3 clusters
  Score: Raw -29210.621363 + Penalty 1844.944986 = -27365.676378
  nChanged 4
		SP:Iteration 2Q (120044.460000 sec): 3 clusters
  Score: Raw -29225.602269 + Penalty 1844.944986 = -27380.657283
  nChanged 5
		SP:Iteration 3Q (120044.650000 sec): 3 clusters
  Score: Raw -29237.840682 + Penalty 1844.944986 = -27392.895697
  nChanged 2
		SP:Iteration 4Q (120044.830000 sec): 3 clusters
  Score: Raw -29243.801672 + Penalty 1844.944986 = -27398.856687
  nChanged 1
		SP:Iteration 5Q (120045.030000 sec): 3 clusters
  Score: Raw -29246.260077 + Penalty 1844.944986 = -27401.315091
  nChanged 1
		SP:Iteration 6Q (120045.210000 sec): 3 clusters
  Score: Raw -29250.285463 + Penalty 1844.944986 = -27405.340477
  nChanged 2
		SP:Iteration 7Q (120045.390000 sec): 3 clusters
  Score: Raw -29257.364672 + Penalty 1844.944986 = -27412.419686
  nChanged 1
		SP:Iteration 8Q (120045.590000 sec): 3 clusters
  Score: Raw -29262.777543 + Penalty 1844.944986 = -27417.832557
  nChanged 0
		SP:Iteration 9F (120045.720000 sec): 3 clusters
  Score: Raw -29262.777543 + Penalty 1844.944986 = -27417.832557
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120045.810000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120045.950000 sec): 3 clusters
  Score: Raw -12516.007696 + Penalty 1653.468809 = -10862.538887
  nChanged 32
		SP:Iteration 1F (120046.110000 sec): 3 clusters
  Score: Raw -12655.144062 + Penalty 1653.468809 = -11001.675253
  nChanged 13
		SP:Iteration 2F (120046.300000 sec): 3 clusters
  Score: Raw -12710.877264 + Penalty 1653.468809 = -11057.408455
  nChanged 5
		SP:Iteration 3Q (120046.440000 sec): 3 clusters
  Score: Raw -12726.102804 + Penalty 1653.468809 = -11072.633995
  nChanged 3
		SP:Iteration 4Q (120046.630000 sec): 3 clusters
  Score: Raw -12739.496188 + Penalty 1653.468809 = -11086.027379
  nChanged 3
		SP:Iteration 5Q (120046.780000 sec): 3 clusters
  Score: Raw -12751.232381 + Penalty 1653.468809 = -11097.763572
  nChanged 0
		SP:Iteration 6F (120047.010000 sec): 3 clusters
  Score: Raw -12751.232381 + Penalty 1653.468809 = -11097.763572
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120047.090000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120047.300000 sec): 3 clusters
  Score: Raw -61353.437609 + Penalty 2044.759970 = -59308.677638
  nChanged 132
		SP:Iteration 1F (120047.500000 sec): 3 clusters
  Score: Raw -61515.563786 + Penalty 2044.759970 = -59470.803815
  nChanged 39
		SP:Iteration 2F (120047.710000 sec): 3 clusters
  Score: Raw -61565.825932 + Penalty 2044.759970 = -59521.065961
  nChanged 17
		SP:Iteration 3Q (120047.900000 sec): 3 clusters
  Score: Raw -61594.697685 + Penalty 2044.759970 = -59549.937714
  nChanged 8
		SP:Iteration 4Q (120048.100000 sec): 3 clusters
  Score: Raw -61605.342346 + Penalty 2044.759970 = -59560.582376
  nChanged 9
		SP:Iteration 5Q (120048.270000 sec): 3 clusters
  Score: Raw -61617.632063 + Penalty 2044.759970 = -59572.872093
  nChanged 11
		SP:Iteration 6Q (120048.500000 sec): 3 clusters
  Score: Raw -61635.490156 + Penalty 2044.759970 = -59590.730186
  nChanged 7
		SP:Iteration 7Q (120048.690000 sec): 3 clusters
  Score: Raw -61642.986850 + Penalty 2044.759970 = -59598.226879
  nChanged 4
		SP:Iteration 8Q (120048.860000 sec): 3 clusters
  Score: Raw -61648.179617 + Penalty 2044.759970 = -59603.419647
  nChanged 5
		SP:Iteration 9Q (120049.040000 sec): 3 clusters
  Score: Raw -61653.351020 + Penalty 2044.759970 = -59608.591050
  nChanged 4
		SP:Iteration 10Q (120049.260000 sec): 3 clusters
  Score: Raw -61657.747722 + Penalty 2044.759970 = -59612.987751
  nChanged 3
		SP:Iteration 11Q (120049.440000 sec): 3 clusters
  Score: Raw -61666.529841 + Penalty 2044.759970 = -59621.769871
  nChanged 5
		SP:Iteration 12Q (120049.620000 sec): 3 clusters
  Score: Raw -61677.673114 + Penalty 2044.759970 = -59632.913143
  nChanged 6
		SP:Iteration 13Q (120049.840000 sec): 3 clusters
  Score: Raw -61709.404275 + Penalty 2044.759970 = -59664.644304
  nChanged 11
		SP:Iteration 14Q (120050.030000 sec): 3 clusters
  Score: Raw -61751.160053 + Penalty 2044.759970 = -59706.400083
  nChanged 13
		SP:Iteration 15Q (120050.200000 sec): 3 clusters
  Score: Raw -61771.608131 + Penalty 2044.759970 = -59726.848160
  nChanged 11
		SP:Iteration 16Q (120050.360000 sec): 3 clusters
  Score: Raw -61796.991460 + Penalty 2044.759970 = -59752.231490
  nChanged 11
		SP:Iteration 17Q (120050.510000 sec): 3 clusters
  Score: Raw -61817.909257 + Penalty 2044.759970 = -59773.149287
  nChanged 11
		SP:Iteration 18Q (120050.730000 sec): 3 clusters
  Score: Raw -61835.160097 + Penalty 2044.759970 = -59790.400126
  nChanged 7
		SP:Iteration 19Q (120050.900000 sec): 3 clusters
  Score: Raw -61845.006274 + Penalty 2044.759970 = -59800.246304
  nChanged 4
		SP:Iteration 20F (120051.090000 sec): 3 clusters
  Score: Raw -61856.867660 + Penalty 2044.759970 = -59812.107689
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120051.180000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120051.360000 sec): 3 clusters
  Score: Raw -19329.827312 + Penalty 1726.791943 = -17603.035369
  nChanged 28
		SP:Iteration 1F (120051.580000 sec): 3 clusters
  Score: Raw -19447.493584 + Penalty 1726.791943 = -17720.701641
  nChanged 11
		SP:Iteration 2F (120051.780000 sec): 3 clusters
  Score: Raw -19491.814804 + Penalty 1726.791943 = -17765.022861
  nChanged 2
		SP:Iteration 3Q (120052.000000 sec): 3 clusters
  Score: Raw -19498.407889 + Penalty 1726.791943 = -17771.615946
  nChanged 0
		SP:Iteration 4F (120052.160000 sec): 3 clusters
  Score: Raw -19498.407889 + Penalty 1726.791943 = -17771.615946
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (12284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120052.350000 sec): 2 clusters
  Score: Raw -1360719.309601 + Penalty 1530.108593 = -1359189.201008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120052.670000 sec): 3 clusters
  Score: Raw -1353637.925730 + Penalty 3060.217187 = -1350577.708543
  nChanged 5346
		SP:Iteration 1F (120052.970000 sec): 3 clusters
  Score: Raw -1356620.454166 + Penalty 3060.217187 = -1353560.236979
  nChanged 795
		SP:Iteration 2F (120053.240000 sec): 3 clusters
  Score: Raw -1357025.643641 + Penalty 3060.217187 = -1353965.426454
  nChanged 735
		SP:Iteration 3F (120053.540000 sec): 3 clusters
  Score: Raw -1357365.122219 + Penalty 3060.217187 = -1354304.905033
  nChanged 633
		SP:Iteration 4F (120053.800000 sec): 3 clusters
  Score: Raw -1357683.166244 + Penalty 3060.217187 = -1354622.949057
  nChanged 607
		SP:Iteration 5Q (120054.120000 sec): 3 clusters
  Score: Raw -1357995.392095 + Penalty 3060.217187 = -1354935.174908
  nChanged 589
		SP:Iteration 6Q (120054.400000 sec): 3 clusters
  Score: Raw -1358278.240930 + Penalty 3060.217187 = -1355218.023744
  nChanged 510
		SP:Iteration 7Q (120054.650000 sec): 3 clusters
  Score: Raw -1358528.843097 + Penalty 3060.217187 = -1355468.625910
  nChanged 501
		SP:Iteration 8Q (120054.970000 sec): 3 clusters
  Score: Raw -1358779.861429 + Penalty 3060.217187 = -1355719.644242
  nChanged 474
		SP:Iteration 9Q (120055.240000 sec): 3 clusters
  Score: Raw -1359037.606645 + Penalty 3060.217187 = -1355977.389459
  nChanged 474
		SP:Iteration 10Q (120055.530000 sec): 3 clusters
  Score: Raw -1359320.794983 + Penalty 3060.217187 = -1356260.577797
  nChanged 480
		SP:Iteration 11Q (120055.770000 sec): 3 clusters
  Score: Raw -1359597.356485 + Penalty 3060.217187 = -1356537.139298
  nChanged 380
		SP:Iteration 12Q (120056.000000 sec): 3 clusters
  Score: Raw -1359833.751147 + Penalty 3060.217187 = -1356773.533961
  nChanged 354
		SP:Iteration 13Q (120056.250000 sec): 3 clusters
  Score: Raw -1360072.943028 + Penalty 3060.217187 = -1357012.725841
  nChanged 298
		SP:Iteration 14Q (120056.550000 sec): 3 clusters
  Score: Raw -1360247.253764 + Penalty 3060.217187 = -1357187.036578
  nChanged 222
		SP:Iteration 15Q (120056.840000 sec): 3 clusters
  Score: Raw -1360370.808891 + Penalty 3060.217187 = -1357310.591704
  nChanged 188
		SP:Iteration 16Q (120057.130000 sec): 3 clusters
  Score: Raw -1360465.160838 + Penalty 3060.217187 = -1357404.943651
  nChanged 166
		SP:Iteration 17Q (120057.400000 sec): 3 clusters
  Score: Raw -1360546.744875 + Penalty 3060.217187 = -1357486.527688
  nChanged 176
		SP:Iteration 18Q (120057.720000 sec): 3 clusters
  Score: Raw -1360646.592648 + Penalty 3060.217187 = -1357586.375461
  nChanged 161
		SP:Iteration 19Q (120057.970000 sec): 3 clusters
  Score: Raw -1360759.724908 + Penalty 3060.217187 = -1357699.507722
  nChanged 149
		SP:Iteration 20F (120058.210000 sec): 3 clusters
  Score: Raw -1360851.734317 + Penalty 3060.217187 = -1357791.517130
  nChanged 112
		SP:Iteration 21Q (120058.540000 sec): 3 clusters
  Score: Raw -1360906.813978 + Penalty 3060.217187 = -1357846.596792
  nChanged 99
		SP:Iteration 22Q (120058.790000 sec): 3 clusters
  Score: Raw -1360952.510392 + Penalty 3060.217187 = -1357892.293206
  nChanged 92
		SP:Iteration 23Q (120059.020000 sec): 3 clusters
  Score: Raw -1360992.153547 + Penalty 3060.217187 = -1357931.936360
  nChanged 92
		SP:Iteration 24Q (120059.300000 sec): 3 clusters
  Score: Raw -1361028.564381 + Penalty 3060.217187 = -1357968.347195
  nChanged 70
		SP:Iteration 25Q (120059.550000 sec): 3 clusters
  Score: Raw -1361054.120187 + Penalty 3060.217187 = -1357993.903000
  nChanged 55
		SP:Iteration 26Q (120059.810000 sec): 3 clusters
  Score: Raw -1361073.270132 + Penalty 3060.217187 = -1358013.052946
  nChanged 50
		SP:Iteration 27Q (120060.120000 sec): 3 clusters
  Score: Raw -1361091.285239 + Penalty 3060.217187 = -1358031.068053
  nChanged 35
		SP:Iteration 28Q (120060.330000 sec): 3 clusters
  Score: Raw -1361100.945530 + Penalty 3060.217187 = -1358040.728343
  nChanged 23
		SP:Iteration 29Q (120060.600000 sec): 3 clusters
  Score: Raw -1361107.041561 + Penalty 3060.217187 = -1358046.824375
  nChanged 23
		SP:Iteration 30Q (120060.910000 sec): 3 clusters
  Score: Raw -1361115.365365 + Penalty 3060.217187 = -1358055.148178
  nChanged 26
		SP:Iteration 31Q (120061.130000 sec): 3 clusters
  Score: Raw -1361124.832755 + Penalty 3060.217187 = -1358064.615568
  nChanged 21
		SP:Iteration 32Q (120061.380000 sec): 3 clusters
  Score: Raw -1361131.041867 + Penalty 3060.217187 = -1358070.824681
  nChanged 13
		SP:Iteration 33Q (120061.630000 sec): 3 clusters
  Score: Raw -1361133.883219 + Penalty 3060.217187 = -1358073.666033
  nChanged 13
		SP:Iteration 34Q (120061.820000 sec): 3 clusters
  Score: Raw -1361137.690994 + Penalty 3060.217187 = -1358077.473808
  nChanged 11
		SP:Iteration 35Q (120062.090000 sec): 3 clusters
  Score: Raw -1361139.846388 + Penalty 3060.217187 = -1358079.629202
  nChanged 4
		SP:Iteration 36Q (120062.340000 sec): 3 clusters
  Score: Raw -1361140.261492 + Penalty 3060.217187 = -1358080.044305
  nChanged 2
		SP:Iteration 37Q (120062.650000 sec): 3 clusters
  Score: Raw -1361140.571141 + Penalty 3060.217187 = -1358080.353954
  nChanged 3
		SP:Iteration 38Q (120062.920000 sec): 3 clusters
  Score: Raw -1361141.153581 + Penalty 3060.217187 = -1358080.936395
  nChanged 2
		SP:Iteration 39Q (120063.190000 sec): 3 clusters
  Score: Raw -1361141.987094 + Penalty 3060.217187 = -1358081.769907
  nChanged 3
		SP:Iteration 40F (120063.450000 sec): 3 clusters
  Score: Raw -1361142.864525 + Penalty 3060.217187 = -1358082.647339
  nChanged 3
		SP:Iteration 41Q (120063.740000 sec): 3 clusters
  Score: Raw -1361143.317600 + Penalty 3060.217187 = -1358083.100414
  nChanged 1
		SP:Iteration 42Q (120063.980000 sec): 3 clusters
  Score: Raw -1361143.568030 + Penalty 3060.217187 = -1358083.350843
  nChanged 1
		SP:Iteration 43Q (120064.270000 sec): 3 clusters
  Score: Raw -1361143.816671 + Penalty 3060.217187 = -1358083.599485
  nChanged 1
		SP:Iteration 44Q (120064.530000 sec): 3 clusters
  Score: Raw -1361143.952300 + Penalty 3060.217187 = -1358083.735113
  nChanged 1
		SP:Iteration 45Q (120064.800000 sec): 3 clusters
  Score: Raw -1361144.142663 + Penalty 3060.217187 = -1358083.925477
  nChanged 1
		SP:Iteration 46Q (120065.030000 sec): 3 clusters
  Score: Raw -1361144.547046 + Penalty 3060.217187 = -1358084.329860
  nChanged 5
		SP:Iteration 47Q (120065.330000 sec): 3 clusters
  Score: Raw -1361145.850502 + Penalty 3060.217187 = -1358085.633316
  nChanged 5
		SP:Iteration 48Q (120065.590000 sec): 3 clusters
  Score: Raw -1361146.697488 + Penalty 3060.217187 = -1358086.480302
  nChanged 5
		SP:Iteration 49Q (120065.890000 sec): 3 clusters
  Score: Raw -1361148.217387 + Penalty 3060.217187 = -1358088.000200
  nChanged 5
		SP:Iteration 50Q (120066.190000 sec): 3 clusters
  Score: Raw -1361149.778244 + Penalty 3060.217187 = -1358089.561058
  nChanged 7
		SP:Iteration 51Q (120066.410000 sec): 3 clusters
  Score: Raw -1361152.085561 + Penalty 3060.217187 = -1358091.868374
  nChanged 9
		SP:Iteration 52Q (120066.640000 sec): 3 clusters
  Score: Raw -1361154.219700 + Penalty 3060.217187 = -1358094.002513
  nChanged 4
		SP:Iteration 53Q (120066.980000 sec): 3 clusters
  Score: Raw -1361155.383666 + Penalty 3060.217187 = -1358095.166480
  nChanged 5
		SP:Iteration 54Q (120067.270000 sec): 3 clusters
  Score: Raw -1361156.986179 + Penalty 3060.217187 = -1358096.768993
  nChanged 1
		SP:Iteration 55Q (120067.510000 sec): 3 clusters
  Score: Raw -1361157.169219 + Penalty 3060.217187 = -1358096.952033
  nChanged 0
		SP:Iteration 56F (120067.810000 sec): 3 clusters
  Score: Raw -1361157.169219 + Penalty 3060.217187 = -1358096.952033
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (120067.910000 sec): 2 clusters
  Score: Raw -48845.705397 + Penalty 977.625538 = -47868.079858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (120068.130000 sec): 3 clusters
  Score: Raw -48825.688210 + Penalty 1955.251077 = -46870.437133
  nChanged 79
		SP:Iteration 1F (120068.390000 sec): 3 clusters
  Score: Raw -48954.193611 + Penalty 1955.251077 = -46998.942534
  nChanged 17
		SP:Iteration 2Q (120068.580000 sec): 3 clusters
  Score: Raw -48983.965627 + Penalty 1955.251077 = -47028.714550
  nChanged 7
		SP:Iteration 3Q (120068.760000 sec): 3 clusters
  Score: Raw -48997.275440 + Penalty 1955.251077 = -47042.024363
  nChanged 7
		SP:Iteration 4Q (120069.000000 sec): 3 clusters
  Score: Raw -49008.098936 + Penalty 1955.251077 = -47052.847859
  nChanged 2
		SP:Iteration 5Q (120069.140000 sec): 3 clusters
  Score: Raw -49014.145466 + Penalty 1955.251077 = -47058.894389
  nChanged 1
		SP:Iteration 6Q (120069.290000 sec): 3 clusters
  Score: Raw -49020.274864 + Penalty 1955.251077 = -47065.023787
  nChanged 2
		SP:Iteration 7Q (120069.480000 sec): 3 clusters
  Score: Raw -49023.000313 + Penalty 1955.251077 = -47067.749236
  nChanged 1
		SP:Iteration 8Q (120069.690000 sec): 3 clusters
  Score: Raw -49024.676035 + Penalty 1955.251077 = -47069.424958
  nChanged 1
		SP:Iteration 9Q (120069.830000 sec): 3 clusters
  Score: Raw -49026.738598 + Penalty 1955.251077 = -47071.487521
  nChanged 1
		SP:Iteration 10Q (120070.020000 sec): 3 clusters
  Score: Raw -49027.461148 + Penalty 1955.251077 = -47072.210071
  nChanged 0
		SP:Iteration 11F (120070.120000 sec): 3 clusters
  Score: Raw -49027.461148 + Penalty 1955.251077 = -47072.210071
  nChanged 0
Iteration 619Q (120181.830000 sec): 62 clusters
  Score: Raw -169123258.914100 + Penalty 141307.498031 = -168981951.416069
  nChanged 20
Iteration 620F (120378.320000 sec): 62 clusters
  Score: Raw -169123259.180460 + Penalty 141307.498031 = -168981951.682429
  nChanged 22
Iteration 621Q (120519.360000 sec): 62 clusters
  Score: Raw -169123259.479346 + Penalty 141307.498031 = -168981951.981315
  nChanged 13
Iteration 622Q (120640.260000 sec): 62 clusters
  Score: Raw -169123259.650881 + Penalty 141307.498031 = -168981952.152850
  nChanged 11
Iteration 623Q (120761.120000 sec): 62 clusters
  Score: Raw -169123259.903349 + Penalty 141307.498031 = -168981952.405318
  nChanged 11
Iteration 624Q (120892.310000 sec): 62 clusters
  Score: Raw -169123260.121347 + Penalty 141307.498031 = -168981952.623315
  nChanged 13
Iteration 625Q (121023.780000 sec): 62 clusters
  Score: Raw -169123260.366828 + Penalty 141307.498031 = -168981952.868797
  nChanged 6
Iteration 626Q (121168.620000 sec): 62 clusters
  Score: Raw -169123260.443442 + Penalty 141307.498031 = -168981952.945411
  nChanged 8
Iteration 627Q (121304.150000 sec): 62 clusters
  Score: Raw -169123260.560064 + Penalty 141307.498031 = -168981953.062032
  nChanged 14
Iteration 628Q (121423.760000 sec): 62 clusters
  Score: Raw -169123260.785919 + Penalty 141307.498031 = -168981953.287887
  nChanged 10
Iteration 629Q (121534.870000 sec): 62 clusters
  Score: Raw -169123260.969471 + Penalty 141307.498031 = -168981953.471440
  nChanged 8
Iteration 630Q (121651.860000 sec): 62 clusters
  Score: Raw -169123261.106924 + Penalty 141307.498031 = -168981953.608893
  nChanged 5
Iteration 631Q (121777.710000 sec): 62 clusters
  Score: Raw -169123261.171935 + Penalty 141307.498031 = -168981953.673904
  nChanged 8
Iteration 632Q (121896.280000 sec): 62 clusters
  Score: Raw -169123261.261626 + Penalty 141307.498031 = -168981953.763595
  nChanged 3
Iteration 633Q (122016.050000 sec): 62 clusters
  Score: Raw -169123261.283810 + Penalty 141307.498031 = -168981953.785778
  nChanged 1
Iteration 634Q (122143.630000 sec): 62 clusters
  Score: Raw -169123261.313458 + Penalty 141307.498031 = -168981953.815427
  nChanged 1
Iteration 635Q (122265.490000 sec): 62 clusters
  Score: Raw -169123261.320046 + Penalty 141307.498031 = -168981953.822015
  nChanged 1
Iteration 636Q (122389.030000 sec): 62 clusters
  Score: Raw -169123261.327621 + Penalty 141307.498031 = -168981953.829590
  nChanged 1
Iteration 637Q (122514.530000 sec): 62 clusters
  Score: Raw -169123261.337529 + Penalty 141307.498031 = -168981953.839498
  nChanged 1
Iteration 638Q (122635.510000 sec): 62 clusters
  Score: Raw -169123261.344920 + Penalty 141307.498031 = -168981953.846889
  nChanged 0
Iteration 639F (122821.440000 sec): 62 clusters
  Score: Raw -169123261.344920 + Penalty 141307.498031 = -168981953.846889
  nChanged 0
Compute initial score before splitting:   Score: Raw -169123261.344920 + Penalty 141307.498031 = -168981953.846889
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 1 (17553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122821.730000 sec): 2 clusters
  Score: Raw -2060092.256098 + Penalty 1588.109275 = -2058504.146823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122821.990000 sec): 3 clusters
  Score: Raw -2049651.575669 + Penalty 3176.218550 = -2046475.357119
  nChanged 7871
		SP:Iteration 1F (122822.320000 sec): 3 clusters
  Score: Raw -2054140.557092 + Penalty 3176.218550 = -2050964.338541
  nChanged 1060
		SP:Iteration 2F (122822.600000 sec): 3 clusters
  Score: Raw -2054606.704166 + Penalty 3176.218550 = -2051430.485616
  nChanged 998
		SP:Iteration 3F (122822.840000 sec): 3 clusters
  Score: Raw -2055040.449482 + Penalty 3176.218550 = -2051864.230932
  nChanged 883
		SP:Iteration 4F (122823.120000 sec): 3 clusters
  Score: Raw -2055417.014607 + Penalty 3176.218550 = -2052240.796056
  nChanged 855
		SP:Iteration 5Q (122823.420000 sec): 3 clusters
  Score: Raw -2055798.103138 + Penalty 3176.218550 = -2052621.884588
  nChanged 839
		SP:Iteration 6Q (122823.710000 sec): 3 clusters
  Score: Raw -2056179.165185 + Penalty 3176.218550 = -2053002.946635
  nChanged 801
		SP:Iteration 7Q (122824.010000 sec): 3 clusters
  Score: Raw -2056570.615198 + Penalty 3176.218550 = -2053394.396648
  nChanged 786
		SP:Iteration 8Q (122824.300000 sec): 3 clusters
  Score: Raw -2056966.857274 + Penalty 3176.218550 = -2053790.638724
  nChanged 748
		SP:Iteration 9Q (122824.560000 sec): 3 clusters
  Score: Raw -2057350.268418 + Penalty 3176.218550 = -2054174.049868
  nChanged 726
		SP:Iteration 10Q (122824.830000 sec): 3 clusters
  Score: Raw -2057731.146152 + Penalty 3176.218550 = -2054554.927602
  nChanged 667
		SP:Iteration 11Q (122825.180000 sec): 3 clusters
  Score: Raw -2058098.658131 + Penalty 3176.218550 = -2054922.439580
  nChanged 652
		SP:Iteration 12Q (122825.470000 sec): 3 clusters
  Score: Raw -2058467.991087 + Penalty 3176.218550 = -2055291.772537
  nChanged 549
		SP:Iteration 13Q (122825.820000 sec): 3 clusters
  Score: Raw -2058779.240529 + Penalty 3176.218550 = -2055603.021979
  nChanged 470
		SP:Iteration 14Q (122826.090000 sec): 3 clusters
  Score: Raw -2059045.311275 + Penalty 3176.218550 = -2055869.092725
  nChanged 420
		SP:Iteration 15Q (122826.400000 sec): 3 clusters
  Score: Raw -2059292.994965 + Penalty 3176.218550 = -2056116.776415
  nChanged 361
		SP:Iteration 16Q (122826.660000 sec): 3 clusters
  Score: Raw -2059506.780804 + Penalty 3176.218550 = -2056330.562253
  nChanged 298
		SP:Iteration 17Q (122826.980000 sec): 3 clusters
  Score: Raw -2059691.298871 + Penalty 3176.218550 = -2056515.080321
  nChanged 230
		SP:Iteration 18Q (122827.270000 sec): 3 clusters
  Score: Raw -2059813.234860 + Penalty 3176.218550 = -2056637.016310
  nChanged 174
		SP:Iteration 19Q (122827.590000 sec): 3 clusters
  Score: Raw -2059912.032927 + Penalty 3176.218550 = -2056735.814377
  nChanged 146
		SP:Iteration 20F (122827.840000 sec): 3 clusters
  Score: Raw -2059999.367453 + Penalty 3176.218550 = -2056823.148903
  nChanged 122
		SP:Iteration 21Q (122828.200000 sec): 3 clusters
  Score: Raw -2060078.553195 + Penalty 3176.218550 = -2056902.334645
  nChanged 99
		SP:Iteration 22Q (122828.520000 sec): 3 clusters
  Score: Raw -2060143.098639 + Penalty 3176.218550 = -2056966.880089
  nChanged 68
		SP:Iteration 23Q (122828.790000 sec): 3 clusters
  Score: Raw -2060184.986228 + Penalty 3176.218550 = -2057008.767678
  nChanged 55
		SP:Iteration 24Q (122829.090000 sec): 3 clusters
  Score: Raw -2060221.531874 + Penalty 3176.218550 = -2057045.313324
  nChanged 36
		SP:Iteration 25Q (122829.400000 sec): 3 clusters
  Score: Raw -2060244.102426 + Penalty 3176.218550 = -2057067.883875
  nChanged 25
		SP:Iteration 26Q (122829.690000 sec): 3 clusters
  Score: Raw -2060255.048678 + Penalty 3176.218550 = -2057078.830128
  nChanged 16
		SP:Iteration 27Q (122829.990000 sec): 3 clusters
  Score: Raw -2060265.647340 + Penalty 3176.218550 = -2057089.428790
  nChanged 23
		SP:Iteration 28Q (122830.270000 sec): 3 clusters
  Score: Raw -2060283.531920 + Penalty 3176.218550 = -2057107.313370
  nChanged 32
		SP:Iteration 29Q (122830.530000 sec): 3 clusters
  Score: Raw -2060314.111291 + Penalty 3176.218550 = -2057137.892741
  nChanged 26
		SP:Iteration 30Q (122830.810000 sec): 3 clusters
  Score: Raw -2060333.844753 + Penalty 3176.218550 = -2057157.626203
  nChanged 17
		SP:Iteration 31Q (122831.080000 sec): 3 clusters
  Score: Raw -2060346.666152 + Penalty 3176.218550 = -2057170.447602
  nChanged 19
		SP:Iteration 32Q (122831.340000 sec): 3 clusters
  Score: Raw -2060360.802933 + Penalty 3176.218550 = -2057184.584383
  nChanged 8
		SP:Iteration 33Q (122831.600000 sec): 3 clusters
  Score: Raw -2060364.418164 + Penalty 3176.218550 = -2057188.199613
  nChanged 2
		SP:Iteration 34Q (122831.870000 sec): 3 clusters
  Score: Raw -2060366.384109 + Penalty 3176.218550 = -2057190.165558
  nChanged 4
		SP:Iteration 35Q (122832.120000 sec): 3 clusters
  Score: Raw -2060370.472554 + Penalty 3176.218550 = -2057194.254003
  nChanged 5
		SP:Iteration 36Q (122832.360000 sec): 3 clusters
  Score: Raw -2060373.416268 + Penalty 3176.218550 = -2057197.197718
  nChanged 5
		SP:Iteration 37Q (122832.660000 sec): 3 clusters
  Score: Raw -2060377.597425 + Penalty 3176.218550 = -2057201.378875
  nChanged 6
		SP:Iteration 38Q (122832.910000 sec): 3 clusters
  Score: Raw -2060382.456117 + Penalty 3176.218550 = -2057206.237567
  nChanged 6
		SP:Iteration 39Q (122833.180000 sec): 3 clusters
  Score: Raw -2060387.875883 + Penalty 3176.218550 = -2057211.657333
  nChanged 7
		SP:Iteration 40F (122833.460000 sec): 3 clusters
  Score: Raw -2060394.775160 + Penalty 3176.218550 = -2057218.556610
  nChanged 7
		SP:Iteration 41Q (122833.720000 sec): 3 clusters
  Score: Raw -2060399.048142 + Penalty 3176.218550 = -2057222.829592
  nChanged 4
		SP:Iteration 42Q (122833.950000 sec): 3 clusters
  Score: Raw -2060402.851379 + Penalty 3176.218550 = -2057226.632829
  nChanged 3
		SP:Iteration 43Q (122834.240000 sec): 3 clusters
  Score: Raw -2060405.001062 + Penalty 3176.218550 = -2057228.782512
  nChanged 1
		SP:Iteration 44Q (122834.500000 sec): 3 clusters
  Score: Raw -2060405.729318 + Penalty 3176.218550 = -2057229.510768
  nChanged 2
		SP:Iteration 45Q (122834.780000 sec): 3 clusters
  Score: Raw -2060407.456275 + Penalty 3176.218550 = -2057231.237725
  nChanged 1
		SP:Iteration 46Q (122835.000000 sec): 3 clusters
  Score: Raw -2060408.252210 + Penalty 3176.218550 = -2057232.033660
  nChanged 2
		SP:Iteration 47Q (122835.260000 sec): 3 clusters
  Score: Raw -2060409.671575 + Penalty 3176.218550 = -2057233.453025
  nChanged 3
		SP:Iteration 48Q (122835.580000 sec): 3 clusters
  Score: Raw -2060411.392213 + Penalty 3176.218550 = -2057235.173663
  nChanged 6
		SP:Iteration 49Q (122835.850000 sec): 3 clusters
  Score: Raw -2060415.529262 + Penalty 3176.218550 = -2057239.310712
  nChanged 5
		SP:Iteration 50Q (122836.080000 sec): 3 clusters
  Score: Raw -2060418.028479 + Penalty 3176.218550 = -2057241.809928
  nChanged 3
		SP:Iteration 51Q (122836.370000 sec): 3 clusters
  Score: Raw -2060419.760397 + Penalty 3176.218550 = -2057243.541847
  nChanged 2
		SP:Iteration 52Q (122836.620000 sec): 3 clusters
  Score: Raw -2060420.590313 + Penalty 3176.218550 = -2057244.371763
  nChanged 0
		SP:Iteration 53F (122836.940000 sec): 3 clusters
  Score: Raw -2060420.590313 + Penalty 3176.218550 = -2057244.371763
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 2 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122837.080000 sec): 2 clusters
  Score: Raw -33166.178528 + Penalty 939.370821 = -32226.807707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122837.270000 sec): 3 clusters
  Score: Raw -33249.949332 + Penalty 1878.741643 = -31371.207690
  nChanged 82
		SP:Iteration 1F (122837.480000 sec): 3 clusters
  Score: Raw -33412.924465 + Penalty 1878.741643 = -31534.182822
  nChanged 20
		SP:Iteration 2F (122837.600000 sec): 3 clusters
  Score: Raw -33495.416238 + Penalty 1878.741643 = -31616.674595
  nChanged 10
		SP:Iteration 3Q (122837.680000 sec): 3 clusters
  Score: Raw -33520.401741 + Penalty 1878.741643 = -31641.660098
  nChanged 5
		SP:Iteration 4Q (122837.860000 sec): 3 clusters
  Score: Raw -33532.789365 + Penalty 1878.741643 = -31654.047722
  nChanged 1
		SP:Iteration 5Q (122838.060000 sec): 3 clusters
  Score: Raw -33533.578890 + Penalty 1878.741643 = -31654.837247
  nChanged 1
		SP:Iteration 6Q (122838.260000 sec): 3 clusters
  Score: Raw -33537.103616 + Penalty 1878.741643 = -31658.361973
  nChanged 0
		SP:Iteration 7F (122838.470000 sec): 3 clusters
  Score: Raw -33537.103616 + Penalty 1878.741643 = -31658.361973
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 3 (13532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122838.680000 sec): 2 clusters
  Score: Raw -1540560.525821 + Penalty 1545.832036 = -1539014.693785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122838.970000 sec): 3 clusters
  Score: Raw -1532742.015382 + Penalty 3091.664072 = -1529650.351310
  nChanged 5874
		SP:Iteration 1F (122839.360000 sec): 3 clusters
  Score: Raw -1536011.084012 + Penalty 3091.664072 = -1532919.419940
  nChanged 793
		SP:Iteration 2F (122839.700000 sec): 3 clusters
  Score: Raw -1536356.498924 + Penalty 3091.664072 = -1533264.834852
  nChanged 705
		SP:Iteration 3F (122839.960000 sec): 3 clusters
  Score: Raw -1536669.434769 + Penalty 3091.664072 = -1533577.770697
  nChanged 673
		SP:Iteration 4Q (122840.260000 sec): 3 clusters
  Score: Raw -1537006.047601 + Penalty 3091.664072 = -1533914.383529
  nChanged 714
		SP:Iteration 5F (122840.500000 sec): 3 clusters
  Score: Raw -1537402.155470 + Penalty 3091.664072 = -1534310.491398
  nChanged 754
		SP:Iteration 6F (122840.730000 sec): 3 clusters
  Score: Raw -1537869.042671 + Penalty 3091.664072 = -1534777.378599
  nChanged 724
		SP:Iteration 7F (122840.970000 sec): 3 clusters
  Score: Raw -1538352.113734 + Penalty 3091.664072 = -1535260.449662
  nChanged 703
		SP:Iteration 8F (122841.200000 sec): 3 clusters
  Score: Raw -1538869.281113 + Penalty 3091.664072 = -1535777.617041
  nChanged 643
		SP:Iteration 9Q (122841.500000 sec): 3 clusters
  Score: Raw -1539347.987890 + Penalty 3091.664072 = -1536256.323818
  nChanged 527
		SP:Iteration 10Q (122841.730000 sec): 3 clusters
  Score: Raw -1539759.228912 + Penalty 3091.664072 = -1536667.564840
  nChanged 393
		SP:Iteration 11Q (122842.040000 sec): 3 clusters
  Score: Raw -1540080.415999 + Penalty 3091.664072 = -1536988.751927
  nChanged 304
		SP:Iteration 12Q (122842.290000 sec): 3 clusters
  Score: Raw -1540328.417672 + Penalty 3091.664072 = -1537236.753600
  nChanged 196
		SP:Iteration 13Q (122842.560000 sec): 3 clusters
  Score: Raw -1540484.784132 + Penalty 3091.664072 = -1537393.120060
  nChanged 113
		SP:Iteration 14Q (122842.840000 sec): 3 clusters
  Score: Raw -1540571.223752 + Penalty 3091.664072 = -1537479.559680
  nChanged 99
		SP:Iteration 15Q (122843.080000 sec): 3 clusters
  Score: Raw -1540658.252765 + Penalty 3091.664072 = -1537566.588693
  nChanged 62
		SP:Iteration 16Q (122843.340000 sec): 3 clusters
  Score: Raw -1540714.351879 + Penalty 3091.664072 = -1537622.687807
  nChanged 53
		SP:Iteration 17Q (122843.650000 sec): 3 clusters
  Score: Raw -1540760.194042 + Penalty 3091.664072 = -1537668.529970
  nChanged 40
		SP:Iteration 18Q (122843.870000 sec): 3 clusters
  Score: Raw -1540797.813256 + Penalty 3091.664072 = -1537706.149184
  nChanged 30
		SP:Iteration 19Q (122844.170000 sec): 3 clusters
  Score: Raw -1540824.000313 + Penalty 3091.664072 = -1537732.336241
  nChanged 10
		SP:Iteration 20F (122844.490000 sec): 3 clusters
  Score: Raw -1540830.416304 + Penalty 3091.664072 = -1537738.752232
  nChanged 5
		SP:Iteration 21Q (122844.810000 sec): 3 clusters
  Score: Raw -1540833.765038 + Penalty 3091.664072 = -1537742.100966
  nChanged 5
		SP:Iteration 22Q (122845.130000 sec): 3 clusters
  Score: Raw -1540837.099556 + Penalty 3091.664072 = -1537745.435484
  nChanged 4
		SP:Iteration 23Q (122845.510000 sec): 3 clusters
  Score: Raw -1540839.488527 + Penalty 3091.664072 = -1537747.824454
  nChanged 6
		SP:Iteration 24Q (122845.770000 sec): 3 clusters
  Score: Raw -1540843.971664 + Penalty 3091.664072 = -1537752.307591
  nChanged 5
		SP:Iteration 25Q (122846.070000 sec): 3 clusters
  Score: Raw -1540846.320934 + Penalty 3091.664072 = -1537754.656862
  nChanged 0
		SP:Iteration 26F (122846.300000 sec): 3 clusters
  Score: Raw -1540846.320934 + Penalty 3091.664072 = -1537754.656862
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 4 (17435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122846.510000 sec): 2 clusters
  Score: Raw -2137112.519794 + Penalty 1587.013181 = -2135525.506613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122846.830000 sec): 3 clusters
  Score: Raw -2126653.319721 + Penalty 3174.026362 = -2123479.293359
  nChanged 7835
		SP:Iteration 1F (122847.140000 sec): 3 clusters
  Score: Raw -2130919.118414 + Penalty 3174.026362 = -2127745.092052
  nChanged 953
		SP:Iteration 2F (122847.410000 sec): 3 clusters
  Score: Raw -2131334.700061 + Penalty 3174.026362 = -2128160.673700
  nChanged 920
		SP:Iteration 3F (122847.690000 sec): 3 clusters
  Score: Raw -2131792.533022 + Penalty 3174.026362 = -2128618.506660
  nChanged 923
		SP:Iteration 4F (122847.980000 sec): 3 clusters
  Score: Raw -2132294.646786 + Penalty 3174.026362 = -2129120.620424
  nChanged 897
		SP:Iteration 5F (122848.260000 sec): 3 clusters
  Score: Raw -2132877.967117 + Penalty 3174.026362 = -2129703.940756
  nChanged 884
		SP:Iteration 6F (122848.610000 sec): 3 clusters
  Score: Raw -2133444.922037 + Penalty 3174.026362 = -2130270.895676
  nChanged 841
		SP:Iteration 7Q (122848.910000 sec): 3 clusters
  Score: Raw -2133990.427168 + Penalty 3174.026362 = -2130816.400806
  nChanged 789
		SP:Iteration 8Q (122849.190000 sec): 3 clusters
  Score: Raw -2134533.300295 + Penalty 3174.026362 = -2131359.273933
  nChanged 767
		SP:Iteration 9Q (122849.560000 sec): 3 clusters
  Score: Raw -2135043.791087 + Penalty 3174.026362 = -2131869.764725
  nChanged 658
		SP:Iteration 10Q (122849.890000 sec): 3 clusters
  Score: Raw -2135476.374812 + Penalty 3174.026362 = -2132302.348450
  nChanged 573
		SP:Iteration 11Q (122850.200000 sec): 3 clusters
  Score: Raw -2135847.026437 + Penalty 3174.026362 = -2132673.000075
  nChanged 476
		SP:Iteration 12Q (122850.520000 sec): 3 clusters
  Score: Raw -2136150.413458 + Penalty 3174.026362 = -2132976.387096
  nChanged 421
		SP:Iteration 13Q (122850.830000 sec): 3 clusters
  Score: Raw -2136414.998561 + Penalty 3174.026362 = -2133240.972199
  nChanged 318
		SP:Iteration 14Q (122851.070000 sec): 3 clusters
  Score: Raw -2136614.041864 + Penalty 3174.026362 = -2133440.015503
  nChanged 257
		SP:Iteration 15Q (122851.360000 sec): 3 clusters
  Score: Raw -2136773.143460 + Penalty 3174.026362 = -2133599.117099
  nChanged 212
		SP:Iteration 16Q (122851.630000 sec): 3 clusters
  Score: Raw -2136927.789333 + Penalty 3174.026362 = -2133753.762971
  nChanged 166
		SP:Iteration 17Q (122851.920000 sec): 3 clusters
  Score: Raw -2137041.904648 + Penalty 3174.026362 = -2133867.878286
  nChanged 123
		SP:Iteration 18Q (122852.180000 sec): 3 clusters
  Score: Raw -2137124.845223 + Penalty 3174.026362 = -2133950.818861
  nChanged 91
		SP:Iteration 19Q (122852.460000 sec): 3 clusters
  Score: Raw -2137180.241514 + Penalty 3174.026362 = -2134006.215153
  nChanged 65
		SP:Iteration 20F (122852.750000 sec): 3 clusters
  Score: Raw -2137224.929944 + Penalty 3174.026362 = -2134050.903583
  nChanged 46
		SP:Iteration 21Q (122853.100000 sec): 3 clusters
  Score: Raw -2137252.828734 + Penalty 3174.026362 = -2134078.802372
  nChanged 33
		SP:Iteration 22Q (122853.390000 sec): 3 clusters
  Score: Raw -2137274.634099 + Penalty 3174.026362 = -2134100.607738
  nChanged 27
		SP:Iteration 23Q (122853.620000 sec): 3 clusters
  Score: Raw -2137291.851772 + Penalty 3174.026362 = -2134117.825410
  nChanged 21
		SP:Iteration 24Q (122853.870000 sec): 3 clusters
  Score: Raw -2137301.564433 + Penalty 3174.026362 = -2134127.538072
  nChanged 17
		SP:Iteration 25Q (122854.120000 sec): 3 clusters
  Score: Raw -2137311.257828 + Penalty 3174.026362 = -2134137.231466
  nChanged 14
		SP:Iteration 26Q (122854.480000 sec): 3 clusters
  Score: Raw -2137320.337842 + Penalty 3174.026362 = -2134146.311480
  nChanged 10
		SP:Iteration 27Q (122854.740000 sec): 3 clusters
  Score: Raw -2137325.554071 + Penalty 3174.026362 = -2134151.527709
  nChanged 7
		SP:Iteration 28Q (122855.080000 sec): 3 clusters
  Score: Raw -2137329.519200 + Penalty 3174.026362 = -2134155.492838
  nChanged 5
		SP:Iteration 29Q (122855.320000 sec): 3 clusters
  Score: Raw -2137332.223159 + Penalty 3174.026362 = -2134158.196797
  nChanged 8
		SP:Iteration 30Q (122855.570000 sec): 3 clusters
  Score: Raw -2137337.697450 + Penalty 3174.026362 = -2134163.671088
  nChanged 8
		SP:Iteration 31Q (122855.910000 sec): 3 clusters
  Score: Raw -2137341.727887 + Penalty 3174.026362 = -2134167.701526
  nChanged 7
		SP:Iteration 32Q (122856.140000 sec): 3 clusters
  Score: Raw -2137344.509985 + Penalty 3174.026362 = -2134170.483623
  nChanged 5
		SP:Iteration 33Q (122856.410000 sec): 3 clusters
  Score: Raw -2137346.854438 + Penalty 3174.026362 = -2134172.828076
  nChanged 2
		SP:Iteration 34Q (122856.700000 sec): 3 clusters
  Score: Raw -2137347.898604 + Penalty 3174.026362 = -2134173.872242
  nChanged 3
		SP:Iteration 35Q (122856.920000 sec): 3 clusters
  Score: Raw -2137349.094600 + Penalty 3174.026362 = -2134175.068238
  nChanged 1
		SP:Iteration 36Q (122857.230000 sec): 3 clusters
  Score: Raw -2137349.380176 + Penalty 3174.026362 = -2134175.353814
  nChanged 0
		SP:Iteration 37F (122857.540000 sec): 3 clusters
  Score: Raw -2137349.380176 + Penalty 3174.026362 = -2134175.353814
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 5 (20030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122857.760000 sec): 2 clusters
  Score: Raw -2238362.102624 + Penalty 1609.560295 = -2236752.542330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122858.080000 sec): 3 clusters
  Score: Raw -2226274.760165 + Penalty 3219.120589 = -2223055.639575
  nChanged 9035
		SP:Iteration 1F (122858.380000 sec): 3 clusters
  Score: Raw -2231323.389779 + Penalty 3219.120589 = -2228104.269189
  nChanged 1183
		SP:Iteration 2F (122858.670000 sec): 3 clusters
  Score: Raw -2231817.450640 + Penalty 3219.120589 = -2228598.330051
  nChanged 1060
		SP:Iteration 3F (122858.940000 sec): 3 clusters
  Score: Raw -2232244.433966 + Penalty 3219.120589 = -2229025.313377
  nChanged 983
		SP:Iteration 4Q (122859.270000 sec): 3 clusters
  Score: Raw -2232669.979214 + Penalty 3219.120589 = -2229450.858624
  nChanged 922
		SP:Iteration 5Q (122859.600000 sec): 3 clusters
  Score: Raw -2233100.418970 + Penalty 3219.120589 = -2229881.298380
  nChanged 957
		SP:Iteration 6Q (122859.890000 sec): 3 clusters
  Score: Raw -2233586.407141 + Penalty 3219.120589 = -2230367.286551
  nChanged 993
		SP:Iteration 7Q (122860.130000 sec): 3 clusters
  Score: Raw -2234192.236860 + Penalty 3219.120589 = -2230973.116271
  nChanged 978
		SP:Iteration 8Q (122860.400000 sec): 3 clusters
  Score: Raw -2234914.368457 + Penalty 3219.120589 = -2231695.247867
  nChanged 992
		SP:Iteration 9Q (122860.730000 sec): 3 clusters
  Score: Raw -2235777.586499 + Penalty 3219.120589 = -2232558.465910
  nChanged 887
		SP:Iteration 10Q (122861.090000 sec): 3 clusters
  Score: Raw -2236505.713304 + Penalty 3219.120589 = -2233286.592715
  nChanged 765
		SP:Iteration 11Q (122861.440000 sec): 3 clusters
  Score: Raw -2237033.191929 + Penalty 3219.120589 = -2233814.071340
  nChanged 555
		SP:Iteration 12Q (122861.800000 sec): 3 clusters
  Score: Raw -2237321.913876 + Penalty 3219.120589 = -2234102.793287
  nChanged 374
		SP:Iteration 13Q (122862.120000 sec): 3 clusters
  Score: Raw -2237477.385537 + Penalty 3219.120589 = -2234258.264948
  nChanged 294
		SP:Iteration 14Q (122862.440000 sec): 3 clusters
  Score: Raw -2237578.473104 + Penalty 3219.120589 = -2234359.352514
  nChanged 240
		SP:Iteration 15Q (122862.770000 sec): 3 clusters
  Score: Raw -2237641.084562 + Penalty 3219.120589 = -2234421.963972
  nChanged 146
		SP:Iteration 16Q (122863.060000 sec): 3 clusters
  Score: Raw -2237676.158013 + Penalty 3219.120589 = -2234457.037424
  nChanged 127
		SP:Iteration 17Q (122863.380000 sec): 3 clusters
  Score: Raw -2237707.411535 + Penalty 3219.120589 = -2234488.290946
  nChanged 111
		SP:Iteration 18Q (122863.760000 sec): 3 clusters
  Score: Raw -2237734.613307 + Penalty 3219.120589 = -2234515.492718
  nChanged 125
		SP:Iteration 19Q (122864.060000 sec): 3 clusters
  Score: Raw -2237763.823781 + Penalty 3219.120589 = -2234544.703191
  nChanged 127
		SP:Iteration 20F (122864.380000 sec): 3 clusters
  Score: Raw -2237794.384394 + Penalty 3219.120589 = -2234575.263805
  nChanged 120
		SP:Iteration 21Q (122864.720000 sec): 3 clusters
  Score: Raw -2237824.981456 + Penalty 3219.120589 = -2234605.860867
  nChanged 127
		SP:Iteration 22Q (122864.940000 sec): 3 clusters
  Score: Raw -2237855.406826 + Penalty 3219.120589 = -2234636.286236
  nChanged 108
		SP:Iteration 23Q (122865.210000 sec): 3 clusters
  Score: Raw -2237878.146370 + Penalty 3219.120589 = -2234659.025780
  nChanged 101
		SP:Iteration 24Q (122865.500000 sec): 3 clusters
  Score: Raw -2237901.613470 + Penalty 3219.120589 = -2234682.492880
  nChanged 93
		SP:Iteration 25Q (122865.770000 sec): 3 clusters
  Score: Raw -2237919.290516 + Penalty 3219.120589 = -2234700.169927
  nChanged 86
		SP:Iteration 26Q (122866.080000 sec): 3 clusters
  Score: Raw -2237935.812016 + Penalty 3219.120589 = -2234716.691427
  nChanged 87
		SP:Iteration 27Q (122866.330000 sec): 3 clusters
  Score: Raw -2237949.542335 + Penalty 3219.120589 = -2234730.421745
  nChanged 72
		SP:Iteration 28Q (122866.580000 sec): 3 clusters
  Score: Raw -2237964.225706 + Penalty 3219.120589 = -2234745.105117
  nChanged 73
		SP:Iteration 29Q (122866.880000 sec): 3 clusters
  Score: Raw -2237979.634823 + Penalty 3219.120589 = -2234760.514234
  nChanged 79
		SP:Iteration 30Q (122867.180000 sec): 3 clusters
  Score: Raw -2237997.565395 + Penalty 3219.120589 = -2234778.444805
  nChanged 72
		SP:Iteration 31Q (122867.500000 sec): 3 clusters
  Score: Raw -2238011.026705 + Penalty 3219.120589 = -2234791.906116
  nChanged 67
		SP:Iteration 32Q (122867.810000 sec): 3 clusters
  Score: Raw -2238027.695913 + Penalty 3219.120589 = -2234808.575323
  nChanged 85
		SP:Iteration 33Q (122868.070000 sec): 3 clusters
  Score: Raw -2238047.486460 + Penalty 3219.120589 = -2234828.365871
  nChanged 76
		SP:Iteration 34Q (122868.370000 sec): 3 clusters
  Score: Raw -2238065.757762 + Penalty 3219.120589 = -2234846.637173
  nChanged 85
		SP:Iteration 35Q (122868.680000 sec): 3 clusters
  Score: Raw -2238086.574651 + Penalty 3219.120589 = -2234867.454062
  nChanged 87
		SP:Iteration 36Q (122868.980000 sec): 3 clusters
  Score: Raw -2238105.952079 + Penalty 3219.120589 = -2234886.831490
  nChanged 85
		SP:Iteration 37Q (122869.250000 sec): 3 clusters
  Score: Raw -2238124.043188 + Penalty 3219.120589 = -2234904.922598
  nChanged 77
		SP:Iteration 38Q (122869.530000 sec): 3 clusters
  Score: Raw -2238143.776134 + Penalty 3219.120589 = -2234924.655544
  nChanged 75
		SP:Iteration 39Q (122869.790000 sec): 3 clusters
  Score: Raw -2238163.059522 + Penalty 3219.120589 = -2234943.938933
  nChanged 77
		SP:Iteration 40F (122870.140000 sec): 3 clusters
  Score: Raw -2238185.481229 + Penalty 3219.120589 = -2234966.360640
  nChanged 85
		SP:Iteration 41Q (122870.430000 sec): 3 clusters
  Score: Raw -2238205.081566 + Penalty 3219.120589 = -2234985.960976
  nChanged 79
		SP:Iteration 42Q (122870.680000 sec): 3 clusters
  Score: Raw -2238223.727301 + Penalty 3219.120589 = -2235004.606712
  nChanged 83
		SP:Iteration 43Q (122870.960000 sec): 3 clusters
  Score: Raw -2238243.819466 + Penalty 3219.120589 = -2235024.698877
  nChanged 81
		SP:Iteration 44Q (122871.240000 sec): 3 clusters
  Score: Raw -2238262.614198 + Penalty 3219.120589 = -2235043.493608
  nChanged 75
		SP:Iteration 45Q (122871.510000 sec): 3 clusters
  Score: Raw -2238278.875325 + Penalty 3219.120589 = -2235059.754736
  nChanged 74
		SP:Iteration 46Q (122871.830000 sec): 3 clusters
  Score: Raw -2238294.620002 + Penalty 3219.120589 = -2235075.499413
  nChanged 67
		SP:Iteration 47Q (122872.150000 sec): 3 clusters
  Score: Raw -2238309.318930 + Penalty 3219.120589 = -2235090.198341
  nChanged 59
		SP:Iteration 48Q (122872.420000 sec): 3 clusters
  Score: Raw -2238320.656983 + Penalty 3219.120589 = -2235101.536394
  nChanged 45
		SP:Iteration 49Q (122872.740000 sec): 3 clusters
  Score: Raw -2238330.060661 + Penalty 3219.120589 = -2235110.940072
  nChanged 53
		SP:Iteration 50Q (122873.040000 sec): 3 clusters
  Score: Raw -2238341.250287 + Penalty 3219.120589 = -2235122.129698
  nChanged 52
		SP:Iteration 51Q (122873.340000 sec): 3 clusters
  Score: Raw -2238352.003234 + Penalty 3219.120589 = -2235132.882645
  nChanged 45
		SP:Iteration 52Q (122873.640000 sec): 3 clusters
  Score: Raw -2238361.529245 + Penalty 3219.120589 = -2235142.408655
  nChanged 42
		SP:Iteration 53Q (122873.960000 sec): 3 clusters
  Score: Raw -2238369.878029 + Penalty 3219.120589 = -2235150.757440
  nChanged 44
		SP:Iteration 54Q (122874.250000 sec): 3 clusters
  Score: Raw -2238378.232171 + Penalty 3219.120589 = -2235159.111581
  nChanged 32
		SP:Iteration 55Q (122874.640000 sec): 3 clusters
  Score: Raw -2238384.110398 + Penalty 3219.120589 = -2235164.989809
  nChanged 42
		SP:Iteration 56Q (122874.930000 sec): 3 clusters
  Score: Raw -2238393.183314 + Penalty 3219.120589 = -2235174.062725
  nChanged 45
		SP:Iteration 57Q (122875.210000 sec): 3 clusters
  Score: Raw -2238404.353730 + Penalty 3219.120589 = -2235185.233141
  nChanged 60
		SP:Iteration 58Q (122875.480000 sec): 3 clusters
  Score: Raw -2238422.097229 + Penalty 3219.120589 = -2235202.976640
  nChanged 63
		SP:Iteration 59Q (122875.800000 sec): 3 clusters
  Score: Raw -2238439.702464 + Penalty 3219.120589 = -2235220.581874
  nChanged 69
		SP:Iteration 60F (122876.120000 sec): 3 clusters
  Score: Raw -2238457.619116 + Penalty 3219.120589 = -2235238.498527
  nChanged 53
		SP:Iteration 61Q (122876.450000 sec): 3 clusters
  Score: Raw -2238470.686630 + Penalty 3219.120589 = -2235251.566041
  nChanged 46
		SP:Iteration 62Q (122876.720000 sec): 3 clusters
  Score: Raw -2238482.234103 + Penalty 3219.120589 = -2235263.113514
  nChanged 48
		SP:Iteration 63Q (122877.000000 sec): 3 clusters
  Score: Raw -2238493.813009 + Penalty 3219.120589 = -2235274.692420
  nChanged 37
		SP:Iteration 64Q (122877.330000 sec): 3 clusters
  Score: Raw -2238504.971046 + Penalty 3219.120589 = -2235285.850456
  nChanged 44
		SP:Iteration 65Q (122877.650000 sec): 3 clusters
  Score: Raw -2238517.445738 + Penalty 3219.120589 = -2235298.325148
  nChanged 46
		SP:Iteration 66Q (122877.950000 sec): 3 clusters
  Score: Raw -2238530.369109 + Penalty 3219.120589 = -2235311.248520
  nChanged 37
		SP:Iteration 67Q (122878.270000 sec): 3 clusters
  Score: Raw -2238540.934889 + Penalty 3219.120589 = -2235321.814300
  nChanged 44
		SP:Iteration 68Q (122878.540000 sec): 3 clusters
  Score: Raw -2238552.775456 + Penalty 3219.120589 = -2235333.654867
  nChanged 50
		SP:Iteration 69Q (122878.860000 sec): 3 clusters
  Score: Raw -2238567.909265 + Penalty 3219.120589 = -2235348.788676
  nChanged 53
		SP:Iteration 70Q (122879.120000 sec): 3 clusters
  Score: Raw -2238581.743348 + Penalty 3219.120589 = -2235362.622758
  nChanged 32
		SP:Iteration 71Q (122879.410000 sec): 3 clusters
  Score: Raw -2238589.395149 + Penalty 3219.120589 = -2235370.274560
  nChanged 29
		SP:Iteration 72Q (122879.650000 sec): 3 clusters
  Score: Raw -2238596.748241 + Penalty 3219.120589 = -2235377.627652
  nChanged 27
		SP:Iteration 73Q (122879.950000 sec): 3 clusters
  Score: Raw -2238603.620323 + Penalty 3219.120589 = -2235384.499733
  nChanged 23
		SP:Iteration 74Q (122880.240000 sec): 3 clusters
  Score: Raw -2238608.251437 + Penalty 3219.120589 = -2235389.130847
  nChanged 15
		SP:Iteration 75Q (122880.550000 sec): 3 clusters
  Score: Raw -2238611.632412 + Penalty 3219.120589 = -2235392.511822
  nChanged 17
		SP:Iteration 76Q (122880.840000 sec): 3 clusters
  Score: Raw -2238614.561017 + Penalty 3219.120589 = -2235395.440428
  nChanged 14
		SP:Iteration 77Q (122881.150000 sec): 3 clusters
  Score: Raw -2238616.606784 + Penalty 3219.120589 = -2235397.486195
  nChanged 5
		SP:Iteration 78Q (122881.460000 sec): 3 clusters
  Score: Raw -2238617.441404 + Penalty 3219.120589 = -2235398.320814
  nChanged 6
		SP:Iteration 79Q (122881.690000 sec): 3 clusters
  Score: Raw -2238618.863659 + Penalty 3219.120589 = -2235399.743070
  nChanged 5
		SP:Iteration 80F (122881.970000 sec): 3 clusters
  Score: Raw -2238619.610508 + Penalty 3219.120589 = -2235400.489919
  nChanged 5
		SP:Iteration 81Q (122882.310000 sec): 3 clusters
  Score: Raw -2238620.362479 + Penalty 3219.120589 = -2235401.241890
  nChanged 1
		SP:Iteration 82Q (122882.590000 sec): 3 clusters
  Score: Raw -2238620.468763 + Penalty 3219.120589 = -2235401.348174
  nChanged 0
		SP:Iteration 83F (122882.900000 sec): 3 clusters
  Score: Raw -2238620.468763 + Penalty 3219.120589 = -2235401.348174
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 6 (28261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122883.150000 sec): 2 clusters
  Score: Raw -3374124.895272 + Penalty 1665.501182 = -3372459.394090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122883.560000 sec): 3 clusters
  Score: Raw -3356714.474147 + Penalty 3331.002363 = -3353383.471783
  nChanged 12925
		SP:Iteration 1F (122883.930000 sec): 3 clusters
  Score: Raw -3363891.021355 + Penalty 3331.002363 = -3360560.018991
  nChanged 1242
		SP:Iteration 2Q (122884.270000 sec): 3 clusters
  Score: Raw -3364285.760859 + Penalty 3331.002363 = -3360954.758495
  nChanged 1233
		SP:Iteration 3Q (122884.590000 sec): 3 clusters
  Score: Raw -3364718.220383 + Penalty 3331.002363 = -3361387.218020
  nChanged 1225
		SP:Iteration 4Q (122884.970000 sec): 3 clusters
  Score: Raw -3365270.969347 + Penalty 3331.002363 = -3361939.966983
  nChanged 1436
		SP:Iteration 5F (122885.290000 sec): 3 clusters
  Score: Raw -3366030.384809 + Penalty 3331.002363 = -3362699.382445
  nChanged 1612
		SP:Iteration 6F (122885.610000 sec): 3 clusters
  Score: Raw -3367063.766259 + Penalty 3331.002363 = -3363732.763896
  nChanged 1896
		SP:Iteration 7F (122885.960000 sec): 3 clusters
  Score: Raw -3368490.890386 + Penalty 3331.002363 = -3365159.888023
  nChanged 1973
		SP:Iteration 8F (122886.310000 sec): 3 clusters
  Score: Raw -3370171.047924 + Penalty 3331.002363 = -3366840.045560
  nChanged 1763
		SP:Iteration 9F (122886.660000 sec): 3 clusters
  Score: Raw -3371770.073913 + Penalty 3331.002363 = -3368439.071549
  nChanged 1253
		SP:Iteration 10Q (122887.000000 sec): 3 clusters
  Score: Raw -3372893.670746 + Penalty 3331.002363 = -3369562.668383
  nChanged 754
		SP:Iteration 11Q (122887.300000 sec): 3 clusters
  Score: Raw -3373548.474080 + Penalty 3331.002363 = -3370217.471717
  nChanged 440
		SP:Iteration 12Q (122887.620000 sec): 3 clusters
  Score: Raw -3373923.273321 + Penalty 3331.002363 = -3370592.270958
  nChanged 215
		SP:Iteration 13Q (122887.920000 sec): 3 clusters
  Score: Raw -3374095.375622 + Penalty 3331.002363 = -3370764.373259
  nChanged 123
		SP:Iteration 14Q (122888.210000 sec): 3 clusters
  Score: Raw -3374179.906748 + Penalty 3331.002363 = -3370848.904384
  nChanged 77
		SP:Iteration 15Q (122888.630000 sec): 3 clusters
  Score: Raw -3374233.100587 + Penalty 3331.002363 = -3370902.098223
  nChanged 46
		SP:Iteration 16Q (122888.980000 sec): 3 clusters
  Score: Raw -3374268.604775 + Penalty 3331.002363 = -3370937.602411
  nChanged 39
		SP:Iteration 17Q (122889.350000 sec): 3 clusters
  Score: Raw -3374295.441131 + Penalty 3331.002363 = -3370964.438767
  nChanged 29
		SP:Iteration 18Q (122889.750000 sec): 3 clusters
  Score: Raw -3374312.705832 + Penalty 3331.002363 = -3370981.703468
  nChanged 19
		SP:Iteration 19Q (122890.070000 sec): 3 clusters
  Score: Raw -3374322.234246 + Penalty 3331.002363 = -3370991.231882
  nChanged 8
		SP:Iteration 20F (122890.360000 sec): 3 clusters
  Score: Raw -3374326.273636 + Penalty 3331.002363 = -3370995.271273
  nChanged 9
		SP:Iteration 21Q (122890.740000 sec): 3 clusters
  Score: Raw -3374333.012539 + Penalty 3331.002363 = -3371002.010175
  nChanged 6
		SP:Iteration 22Q (122891.050000 sec): 3 clusters
  Score: Raw -3374336.482164 + Penalty 3331.002363 = -3371005.479801
  nChanged 5
		SP:Iteration 23Q (122891.410000 sec): 3 clusters
  Score: Raw -3374339.572178 + Penalty 3331.002363 = -3371008.569814
  nChanged 2
		SP:Iteration 24Q (122891.710000 sec): 3 clusters
  Score: Raw -3374340.731346 + Penalty 3331.002363 = -3371009.728982
  nChanged 0
		SP:Iteration 25F (122892.060000 sec): 3 clusters
  Score: Raw -3374340.731346 + Penalty 3331.002363 = -3371009.728982
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 7 (57551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122892.440000 sec): 2 clusters
  Score: Raw -7073826.778869 + Penalty 1781.069353 = -7072045.709516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122892.930000 sec): 3 clusters
  Score: Raw -7037041.166343 + Penalty 3562.138707 = -7033479.027636
  nChanged 27233
		SP:Iteration 1F (122893.400000 sec): 3 clusters
  Score: Raw -7052653.647280 + Penalty 3562.138707 = -7049091.508573
  nChanged 2368
		SP:Iteration 2Q (122893.950000 sec): 3 clusters
  Score: Raw -7053463.716841 + Penalty 3562.138707 = -7049901.578134
  nChanged 2422
		SP:Iteration 3Q (122894.500000 sec): 3 clusters
  Score: Raw -7054469.142862 + Penalty 3562.138707 = -7050907.004156
  nChanged 2758
		SP:Iteration 4Q (122894.990000 sec): 3 clusters
  Score: Raw -7055736.143889 + Penalty 3562.138707 = -7052174.005182
  nChanged 2978
		SP:Iteration 5F (122895.460000 sec): 3 clusters
  Score: Raw -7057274.041491 + Penalty 3562.138707 = -7053711.902784
  nChanged 3239
		SP:Iteration 6F (122895.960000 sec): 3 clusters
  Score: Raw -7059139.182067 + Penalty 3562.138707 = -7055577.043360
  nChanged 3359
		SP:Iteration 7F (122896.500000 sec): 3 clusters
  Score: Raw -7061396.253272 + Penalty 3562.138707 = -7057834.114565
  nChanged 3232
		SP:Iteration 8F (122897.020000 sec): 3 clusters
  Score: Raw -7063728.707817 + Penalty 3562.138707 = -7060166.569110
  nChanged 2864
		SP:Iteration 9Q (122897.490000 sec): 3 clusters
  Score: Raw -7065786.781995 + Penalty 3562.138707 = -7062224.643288
  nChanged 2427
		SP:Iteration 10Q (122897.980000 sec): 3 clusters
  Score: Raw -7067348.702267 + Penalty 3562.138707 = -7063786.563560
  nChanged 1850
		SP:Iteration 11Q (122898.480000 sec): 3 clusters
  Score: Raw -7068436.860946 + Penalty 3562.138707 = -7064874.722239
  nChanged 1465
		SP:Iteration 12Q (122898.950000 sec): 3 clusters
  Score: Raw -7069200.908058 + Penalty 3562.138707 = -7065638.769352
  nChanged 1150
		SP:Iteration 13Q (122899.430000 sec): 3 clusters
  Score: Raw -7069779.157388 + Penalty 3562.138707 = -7066217.018681
  nChanged 1087
		SP:Iteration 14Q (122899.890000 sec): 3 clusters
  Score: Raw -7070367.504467 + Penalty 3562.138707 = -7066805.365761
  nChanged 980
		SP:Iteration 15Q (122900.420000 sec): 3 clusters
  Score: Raw -7070908.721126 + Penalty 3562.138707 = -7067346.582419
  nChanged 894
		SP:Iteration 16Q (122900.970000 sec): 3 clusters
  Score: Raw -7071412.074914 + Penalty 3562.138707 = -7067849.936207
  nChanged 823
		SP:Iteration 17Q (122901.490000 sec): 3 clusters
  Score: Raw -7071850.240854 + Penalty 3562.138707 = -7068288.102147
  nChanged 681
		SP:Iteration 18Q (122901.980000 sec): 3 clusters
  Score: Raw -7072194.804575 + Penalty 3562.138707 = -7068632.665868
  nChanged 573
		SP:Iteration 19Q (122902.480000 sec): 3 clusters
  Score: Raw -7072463.776750 + Penalty 3562.138707 = -7068901.638044
  nChanged 512
		SP:Iteration 20F (122903.070000 sec): 3 clusters
  Score: Raw -7072707.548566 + Penalty 3562.138707 = -7069145.409859
  nChanged 465
		SP:Iteration 21Q (122903.530000 sec): 3 clusters
  Score: Raw -7072935.731401 + Penalty 3562.138707 = -7069373.592695
  nChanged 417
		SP:Iteration 22Q (122903.970000 sec): 3 clusters
  Score: Raw -7073126.371372 + Penalty 3562.138707 = -7069564.232665
  nChanged 353
		SP:Iteration 23Q (122904.350000 sec): 3 clusters
  Score: Raw -7073272.702323 + Penalty 3562.138707 = -7069710.563616
  nChanged 298
		SP:Iteration 24Q (122904.870000 sec): 3 clusters
  Score: Raw -7073388.922082 + Penalty 3562.138707 = -7069826.783376
  nChanged 276
		SP:Iteration 25Q (122905.340000 sec): 3 clusters
  Score: Raw -7073503.479830 + Penalty 3562.138707 = -7069941.341124
  nChanged 229
		SP:Iteration 26Q (122905.790000 sec): 3 clusters
  Score: Raw -7073595.886592 + Penalty 3562.138707 = -7070033.747885
  nChanged 183
		SP:Iteration 27Q (122906.180000 sec): 3 clusters
  Score: Raw -7073671.509519 + Penalty 3562.138707 = -7070109.370812
  nChanged 167
		SP:Iteration 28Q (122906.610000 sec): 3 clusters
  Score: Raw -7073738.320959 + Penalty 3562.138707 = -7070176.182252
  nChanged 155
		SP:Iteration 29Q (122907.050000 sec): 3 clusters
  Score: Raw -7073814.004854 + Penalty 3562.138707 = -7070251.866148
  nChanged 153
		SP:Iteration 30Q (122907.540000 sec): 3 clusters
  Score: Raw -7073894.695218 + Penalty 3562.138707 = -7070332.556511
  nChanged 124
		SP:Iteration 31Q (122907.990000 sec): 3 clusters
  Score: Raw -7073967.869202 + Penalty 3562.138707 = -7070405.730495
  nChanged 108
		SP:Iteration 32Q (122908.430000 sec): 3 clusters
  Score: Raw -7074026.931916 + Penalty 3562.138707 = -7070464.793209
  nChanged 88
		SP:Iteration 33Q (122908.880000 sec): 3 clusters
  Score: Raw -7074075.392640 + Penalty 3562.138707 = -7070513.253933
  nChanged 69
		SP:Iteration 34Q (122909.370000 sec): 3 clusters
  Score: Raw -7074120.001144 + Penalty 3562.138707 = -7070557.862437
  nChanged 78
		SP:Iteration 35Q (122909.770000 sec): 3 clusters
  Score: Raw -7074157.931200 + Penalty 3562.138707 = -7070595.792493
  nChanged 62
		SP:Iteration 36Q (122910.240000 sec): 3 clusters
  Score: Raw -7074195.176108 + Penalty 3562.138707 = -7070633.037401
  nChanged 52
		SP:Iteration 37Q (122910.650000 sec): 3 clusters
  Score: Raw -7074220.244502 + Penalty 3562.138707 = -7070658.105795
  nChanged 35
		SP:Iteration 38Q (122911.110000 sec): 3 clusters
  Score: Raw -7074234.902871 + Penalty 3562.138707 = -7070672.764164
  nChanged 32
		SP:Iteration 39Q (122911.540000 sec): 3 clusters
  Score: Raw -7074246.763157 + Penalty 3562.138707 = -7070684.624450
  nChanged 26
		SP:Iteration 40F (122911.990000 sec): 3 clusters
  Score: Raw -7074258.413231 + Penalty 3562.138707 = -7070696.274524
  nChanged 21
		SP:Iteration 41Q (122912.390000 sec): 3 clusters
  Score: Raw -7074267.380687 + Penalty 3562.138707 = -7070705.241980
  nChanged 12
		SP:Iteration 42Q (122912.880000 sec): 3 clusters
  Score: Raw -7074273.439721 + Penalty 3562.138707 = -7070711.301015
  nChanged 10
		SP:Iteration 43Q (122913.320000 sec): 3 clusters
  Score: Raw -7074276.971956 + Penalty 3562.138707 = -7070714.833249
  nChanged 6
		SP:Iteration 44Q (122913.860000 sec): 3 clusters
  Score: Raw -7074279.067652 + Penalty 3562.138707 = -7070716.928945
  nChanged 8
		SP:Iteration 45Q (122914.430000 sec): 3 clusters
  Score: Raw -7074282.257995 + Penalty 3562.138707 = -7070720.119288
  nChanged 11
		SP:Iteration 46Q (122914.950000 sec): 3 clusters
  Score: Raw -7074284.667142 + Penalty 3562.138707 = -7070722.528436
  nChanged 6
		SP:Iteration 47Q (122915.340000 sec): 3 clusters
  Score: Raw -7074286.302887 + Penalty 3562.138707 = -7070724.164180
  nChanged 9
		SP:Iteration 48Q (122915.730000 sec): 3 clusters
  Score: Raw -7074288.771681 + Penalty 3562.138707 = -7070726.632974
  nChanged 2
		SP:Iteration 49Q (122916.100000 sec): 3 clusters
  Score: Raw -7074289.201577 + Penalty 3562.138707 = -7070727.062870
  nChanged 1
		SP:Iteration 50Q (122916.490000 sec): 3 clusters
  Score: Raw -7074289.459554 + Penalty 3562.138707 = -7070727.320848
  nChanged 1
		SP:Iteration 51Q (122916.980000 sec): 3 clusters
  Score: Raw -7074289.773194 + Penalty 3562.138707 = -7070727.634487
  nChanged 1
		SP:Iteration 52Q (122917.470000 sec): 3 clusters
  Score: Raw -7074290.111599 + Penalty 3562.138707 = -7070727.972892
  nChanged 0
		SP:Iteration 53F (122917.920000 sec): 3 clusters
  Score: Raw -7074290.111599 + Penalty 3562.138707 = -7070727.972892
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 8 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122918.100000 sec): 2 clusters
  Score: Raw -41229.464271 + Penalty 955.132065 = -40274.332207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122918.340000 sec): 3 clusters
  Score: Raw -41229.897404 + Penalty 1910.264129 = -39319.633275
  nChanged 71
		SP:Iteration 1F (122918.660000 sec): 3 clusters
  Score: Raw -41365.780324 + Penalty 1910.264129 = -39455.516195
  nChanged 17
		SP:Iteration 2Q (122918.870000 sec): 3 clusters
  Score: Raw -41394.411680 + Penalty 1910.264129 = -39484.147551
  nChanged 3
		SP:Iteration 3Q (122919.020000 sec): 3 clusters
  Score: Raw -41398.241882 + Penalty 1910.264129 = -39487.977753
  nChanged 1
		SP:Iteration 4Q (122919.260000 sec): 3 clusters
  Score: Raw -41400.877947 + Penalty 1910.264129 = -39490.613818
  nChanged 0
		SP:Iteration 5F (122919.430000 sec): 3 clusters
  Score: Raw -41400.877947 + Penalty 1910.264129 = -39490.613818
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 9 (10021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122919.600000 sec): 2 clusters
  Score: Raw -1218342.708505 + Penalty 1497.021203 = -1216845.687302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122919.860000 sec): 3 clusters
  Score: Raw -1212590.327120 + Penalty 2994.042405 = -1209596.284715
  nChanged 4405
		SP:Iteration 1F (122920.050000 sec): 3 clusters
  Score: Raw -1214937.979506 + Penalty 2994.042405 = -1211943.937101
  nChanged 661
		SP:Iteration 2F (122920.240000 sec): 3 clusters
  Score: Raw -1215238.249555 + Penalty 2994.042405 = -1212244.207150
  nChanged 559
		SP:Iteration 3F (122920.470000 sec): 3 clusters
  Score: Raw -1215501.633677 + Penalty 2994.042405 = -1212507.591272
  nChanged 477
		SP:Iteration 4Q (122920.720000 sec): 3 clusters
  Score: Raw -1215731.179082 + Penalty 2994.042405 = -1212737.136677
  nChanged 470
		SP:Iteration 5Q (122920.940000 sec): 3 clusters
  Score: Raw -1215987.785943 + Penalty 2994.042405 = -1212993.743538
  nChanged 476
		SP:Iteration 6Q (122921.150000 sec): 3 clusters
  Score: Raw -1216239.527247 + Penalty 2994.042405 = -1213245.484841
  nChanged 441
		SP:Iteration 7Q (122921.340000 sec): 3 clusters
  Score: Raw -1216501.511123 + Penalty 2994.042405 = -1213507.468718
  nChanged 452
		SP:Iteration 8Q (122921.610000 sec): 3 clusters
  Score: Raw -1216800.505059 + Penalty 2994.042405 = -1213806.462654
  nChanged 455
		SP:Iteration 9Q (122921.830000 sec): 3 clusters
  Score: Raw -1217120.754592 + Penalty 2994.042405 = -1214126.712186
  nChanged 416
		SP:Iteration 10Q (122922.020000 sec): 3 clusters
  Score: Raw -1217424.786139 + Penalty 2994.042405 = -1214430.743734
  nChanged 359
		SP:Iteration 11Q (122922.280000 sec): 3 clusters
  Score: Raw -1217668.543369 + Penalty 2994.042405 = -1214674.500963
  nChanged 276
		SP:Iteration 12Q (122922.530000 sec): 3 clusters
  Score: Raw -1217861.062978 + Penalty 2994.042405 = -1214867.020573
  nChanged 240
		SP:Iteration 13Q (122922.760000 sec): 3 clusters
  Score: Raw -1218028.655224 + Penalty 2994.042405 = -1215034.612819
  nChanged 196
		SP:Iteration 14Q (122922.950000 sec): 3 clusters
  Score: Raw -1218160.981834 + Penalty 2994.042405 = -1215166.939429
  nChanged 131
		SP:Iteration 15Q (122923.130000 sec): 3 clusters
  Score: Raw -1218250.756422 + Penalty 2994.042405 = -1215256.714017
  nChanged 103
		SP:Iteration 16Q (122923.340000 sec): 3 clusters
  Score: Raw -1218315.909002 + Penalty 2994.042405 = -1215321.866596
  nChanged 68
		SP:Iteration 17Q (122923.540000 sec): 3 clusters
  Score: Raw -1218364.648660 + Penalty 2994.042405 = -1215370.606255
  nChanged 60
		SP:Iteration 18Q (122923.770000 sec): 3 clusters
  Score: Raw -1218411.870583 + Penalty 2994.042405 = -1215417.828178
  nChanged 41
		SP:Iteration 19Q (122923.950000 sec): 3 clusters
  Score: Raw -1218434.730608 + Penalty 2994.042405 = -1215440.688203
  nChanged 21
		SP:Iteration 20F (122924.160000 sec): 3 clusters
  Score: Raw -1218449.295670 + Penalty 2994.042405 = -1215455.253265
  nChanged 24
		SP:Iteration 21Q (122924.350000 sec): 3 clusters
  Score: Raw -1218466.384595 + Penalty 2994.042405 = -1215472.342190
  nChanged 19
		SP:Iteration 22Q (122924.540000 sec): 3 clusters
  Score: Raw -1218482.166168 + Penalty 2994.042405 = -1215488.123763
  nChanged 14
		SP:Iteration 23Q (122924.800000 sec): 3 clusters
  Score: Raw -1218493.610015 + Penalty 2994.042405 = -1215499.567610
  nChanged 14
		SP:Iteration 24Q (122925.000000 sec): 3 clusters
  Score: Raw -1218503.542691 + Penalty 2994.042405 = -1215509.500285
  nChanged 6
		SP:Iteration 25Q (122925.200000 sec): 3 clusters
  Score: Raw -1218508.574188 + Penalty 2994.042405 = -1215514.531783
  nChanged 7
		SP:Iteration 26Q (122925.410000 sec): 3 clusters
  Score: Raw -1218513.494495 + Penalty 2994.042405 = -1215519.452090
  nChanged 3
		SP:Iteration 27Q (122925.590000 sec): 3 clusters
  Score: Raw -1218515.742774 + Penalty 2994.042405 = -1215521.700369
  nChanged 0
		SP:Iteration 28F (122925.940000 sec): 3 clusters
  Score: Raw -1218515.742774 + Penalty 2994.042405 = -1215521.700369
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 10 (7287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122926.050000 sec): 2 clusters
  Score: Raw -853887.753605 + Penalty 1445.250173 = -852442.503432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122926.270000 sec): 3 clusters
  Score: Raw -849975.325080 + Penalty 2890.500346 = -847084.824734
  nChanged 3049
		SP:Iteration 1F (122926.480000 sec): 3 clusters
  Score: Raw -851797.470099 + Penalty 2890.500346 = -848906.969754
  nChanged 529
		SP:Iteration 2F (122926.720000 sec): 3 clusters
  Score: Raw -852104.862721 + Penalty 2890.500346 = -849214.362376
  nChanged 446
		SP:Iteration 3F (122926.970000 sec): 3 clusters
  Score: Raw -852367.389677 + Penalty 2890.500346 = -849476.889331
  nChanged 406
		SP:Iteration 4F (122927.180000 sec): 3 clusters
  Score: Raw -852595.272634 + Penalty 2890.500346 = -849704.772288
  nChanged 357
		SP:Iteration 5Q (122927.390000 sec): 3 clusters
  Score: Raw -852773.578496 + Penalty 2890.500346 = -849883.078150
  nChanged 311
		SP:Iteration 6Q (122927.610000 sec): 3 clusters
  Score: Raw -852931.982958 + Penalty 2890.500346 = -850041.482613
  nChanged 279
		SP:Iteration 7Q (122927.830000 sec): 3 clusters
  Score: Raw -853078.613122 + Penalty 2890.500346 = -850188.112776
  nChanged 254
		SP:Iteration 8Q (122928.020000 sec): 3 clusters
  Score: Raw -853242.631528 + Penalty 2890.500346 = -850352.131182
  nChanged 254
		SP:Iteration 9Q (122928.250000 sec): 3 clusters
  Score: Raw -853425.981982 + Penalty 2890.500346 = -850535.481636
  nChanged 207
		SP:Iteration 10Q (122928.470000 sec): 3 clusters
  Score: Raw -853598.698712 + Penalty 2890.500346 = -850708.198367
  nChanged 194
		SP:Iteration 11Q (122928.690000 sec): 3 clusters
  Score: Raw -853764.391678 + Penalty 2890.500346 = -850873.891332
  nChanged 159
		SP:Iteration 12Q (122928.840000 sec): 3 clusters
  Score: Raw -853896.660408 + Penalty 2890.500346 = -851006.160063
  nChanged 136
		SP:Iteration 13Q (122929.100000 sec): 3 clusters
  Score: Raw -853999.212835 + Penalty 2890.500346 = -851108.712490
  nChanged 98
		SP:Iteration 14Q (122929.320000 sec): 3 clusters
  Score: Raw -854069.135220 + Penalty 2890.500346 = -851178.634875
  nChanged 74
		SP:Iteration 15Q (122929.550000 sec): 3 clusters
  Score: Raw -854114.982238 + Penalty 2890.500346 = -851224.481892
  nChanged 61
		SP:Iteration 16Q (122929.810000 sec): 3 clusters
  Score: Raw -854148.470847 + Penalty 2890.500346 = -851257.970501
  nChanged 39
		SP:Iteration 17Q (122930.060000 sec): 3 clusters
  Score: Raw -854165.264473 + Penalty 2890.500346 = -851274.764127
  nChanged 32
		SP:Iteration 18Q (122930.260000 sec): 3 clusters
  Score: Raw -854178.454688 + Penalty 2890.500346 = -851287.954342
  nChanged 27
		SP:Iteration 19Q (122930.520000 sec): 3 clusters
  Score: Raw -854192.904477 + Penalty 2890.500346 = -851302.404131
  nChanged 23
		SP:Iteration 20F (122930.740000 sec): 3 clusters
  Score: Raw -854202.183056 + Penalty 2890.500346 = -851311.682711
  nChanged 13
		SP:Iteration 21Q (122930.960000 sec): 3 clusters
  Score: Raw -854206.399370 + Penalty 2890.500346 = -851315.899024
  nChanged 11
		SP:Iteration 22Q (122931.120000 sec): 3 clusters
  Score: Raw -854209.407071 + Penalty 2890.500346 = -851318.906726
  nChanged 4
		SP:Iteration 23Q (122931.330000 sec): 3 clusters
  Score: Raw -854210.474992 + Penalty 2890.500346 = -851319.974646
  nChanged 6
		SP:Iteration 24Q (122931.560000 sec): 3 clusters
  Score: Raw -854211.915957 + Penalty 2890.500346 = -851321.415611
  nChanged 7
		SP:Iteration 25Q (122931.780000 sec): 3 clusters
  Score: Raw -854214.249355 + Penalty 2890.500346 = -851323.749009
  nChanged 9
		SP:Iteration 26Q (122932.100000 sec): 3 clusters
  Score: Raw -854216.881868 + Penalty 2890.500346 = -851326.381522
  nChanged 8
		SP:Iteration 27Q (122932.290000 sec): 3 clusters
  Score: Raw -854219.133740 + Penalty 2890.500346 = -851328.633394
  nChanged 4
		SP:Iteration 28Q (122932.530000 sec): 3 clusters
  Score: Raw -854220.064681 + Penalty 2890.500346 = -851329.564336
  nChanged 4
		SP:Iteration 29Q (122932.740000 sec): 3 clusters
  Score: Raw -854221.160340 + Penalty 2890.500346 = -851330.659994
  nChanged 1
		SP:Iteration 30Q (122932.960000 sec): 3 clusters
  Score: Raw -854221.524844 + Penalty 2890.500346 = -851331.024498
  nChanged 2
		SP:Iteration 31Q (122933.210000 sec): 3 clusters
  Score: Raw -854222.450401 + Penalty 2890.500346 = -851331.950056
  nChanged 3
		SP:Iteration 32Q (122933.450000 sec): 3 clusters
  Score: Raw -854223.196553 + Penalty 2890.500346 = -851332.696207
  nChanged 1
		SP:Iteration 33Q (122933.680000 sec): 3 clusters
  Score: Raw -854223.331120 + Penalty 2890.500346 = -851332.830775
  nChanged 0
		SP:Iteration 34F (122934.000000 sec): 3 clusters
  Score: Raw -854223.331120 + Penalty 2890.500346 = -851332.830775
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 11 (9432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122934.110000 sec): 2 clusters
  Score: Raw -942620.420380 + Penalty 1487.177809 = -941133.242571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122934.390000 sec): 3 clusters
  Score: Raw -937244.355417 + Penalty 2974.355619 = -934269.999798
  nChanged 4119
		SP:Iteration 1F (122934.660000 sec): 3 clusters
  Score: Raw -939512.295150 + Penalty 2974.355619 = -936537.939531
  nChanged 647
		SP:Iteration 2F (122934.890000 sec): 3 clusters
  Score: Raw -939868.234877 + Penalty 2974.355619 = -936893.879258
  nChanged 600
		SP:Iteration 3F (122935.090000 sec): 3 clusters
  Score: Raw -940200.912932 + Penalty 2974.355619 = -937226.557313
  nChanged 535
		SP:Iteration 4F (122935.300000 sec): 3 clusters
  Score: Raw -940490.333284 + Penalty 2974.355619 = -937515.977665
  nChanged 470
		SP:Iteration 5Q (122935.500000 sec): 3 clusters
  Score: Raw -940760.985055 + Penalty 2974.355619 = -937786.629436
  nChanged 449
		SP:Iteration 6Q (122935.700000 sec): 3 clusters
  Score: Raw -941033.582623 + Penalty 2974.355619 = -938059.227005
  nChanged 446
		SP:Iteration 7Q (122935.950000 sec): 3 clusters
  Score: Raw -941285.893504 + Penalty 2974.355619 = -938311.537885
  nChanged 398
		SP:Iteration 8Q (122936.190000 sec): 3 clusters
  Score: Raw -941512.962736 + Penalty 2974.355619 = -938538.607117
  nChanged 314
		SP:Iteration 9Q (122936.380000 sec): 3 clusters
  Score: Raw -941689.841893 + Penalty 2974.355619 = -938715.486275
  nChanged 300
		SP:Iteration 10Q (122936.550000 sec): 3 clusters
  Score: Raw -941851.672119 + Penalty 2974.355619 = -938877.316500
  nChanged 254
		SP:Iteration 11Q (122936.720000 sec): 3 clusters
  Score: Raw -941967.739464 + Penalty 2974.355619 = -938993.383846
  nChanged 202
		SP:Iteration 12Q (122936.900000 sec): 3 clusters
  Score: Raw -942060.876852 + Penalty 2974.355619 = -939086.521233
  nChanged 181
		SP:Iteration 13Q (122937.070000 sec): 3 clusters
  Score: Raw -942141.370677 + Penalty 2974.355619 = -939167.015058
  nChanged 174
		SP:Iteration 14Q (122937.240000 sec): 3 clusters
  Score: Raw -942215.275343 + Penalty 2974.355619 = -939240.919724
  nChanged 157
		SP:Iteration 15Q (122937.420000 sec): 3 clusters
  Score: Raw -942280.858087 + Penalty 2974.355619 = -939306.502468
  nChanged 142
		SP:Iteration 16Q (122937.590000 sec): 3 clusters
  Score: Raw -942348.178127 + Penalty 2974.355619 = -939373.822508
  nChanged 145
		SP:Iteration 17Q (122937.760000 sec): 3 clusters
  Score: Raw -942415.712412 + Penalty 2974.355619 = -939441.356794
  nChanged 144
		SP:Iteration 18Q (122937.940000 sec): 3 clusters
  Score: Raw -942476.547398 + Penalty 2974.355619 = -939502.191779
  nChanged 116
		SP:Iteration 19Q (122938.110000 sec): 3 clusters
  Score: Raw -942519.386322 + Penalty 2974.355619 = -939545.030703
  nChanged 68
		SP:Iteration 20F (122938.300000 sec): 3 clusters
  Score: Raw -942541.732142 + Penalty 2974.355619 = -939567.376524
  nChanged 71
		SP:Iteration 21Q (122938.550000 sec): 3 clusters
  Score: Raw -942566.351218 + Penalty 2974.355619 = -939591.995600
  nChanged 68
		SP:Iteration 22Q (122938.740000 sec): 3 clusters
  Score: Raw -942587.075723 + Penalty 2974.355619 = -939612.720105
  nChanged 52
		SP:Iteration 23Q (122938.980000 sec): 3 clusters
  Score: Raw -942604.630376 + Penalty 2974.355619 = -939630.274757
  nChanged 56
		SP:Iteration 24Q (122939.140000 sec): 3 clusters
  Score: Raw -942625.351940 + Penalty 2974.355619 = -939650.996321
  nChanged 39
		SP:Iteration 25Q (122939.310000 sec): 3 clusters
  Score: Raw -942637.237640 + Penalty 2974.355619 = -939662.882022
  nChanged 44
		SP:Iteration 26Q (122939.480000 sec): 3 clusters
  Score: Raw -942649.841595 + Penalty 2974.355619 = -939675.485976
  nChanged 48
		SP:Iteration 27Q (122939.650000 sec): 3 clusters
  Score: Raw -942663.144096 + Penalty 2974.355619 = -939688.788477
  nChanged 44
		SP:Iteration 28Q (122939.830000 sec): 3 clusters
  Score: Raw -942677.842897 + Penalty 2974.355619 = -939703.487278
  nChanged 47
		SP:Iteration 29Q (122940.000000 sec): 3 clusters
  Score: Raw -942692.465394 + Penalty 2974.355619 = -939718.109776
  nChanged 38
		SP:Iteration 30Q (122940.180000 sec): 3 clusters
  Score: Raw -942705.028483 + Penalty 2974.355619 = -939730.672865
  nChanged 35
		SP:Iteration 31Q (122940.350000 sec): 3 clusters
  Score: Raw -942715.921801 + Penalty 2974.355619 = -939741.566183
  nChanged 25
		SP:Iteration 32Q (122940.520000 sec): 3 clusters
  Score: Raw -942720.782711 + Penalty 2974.355619 = -939746.427092
  nChanged 23
		SP:Iteration 33Q (122940.700000 sec): 3 clusters
  Score: Raw -942727.324263 + Penalty 2974.355619 = -939752.968644
  nChanged 22
		SP:Iteration 34Q (122940.870000 sec): 3 clusters
  Score: Raw -942735.277019 + Penalty 2974.355619 = -939760.921400
  nChanged 29
		SP:Iteration 35Q (122941.040000 sec): 3 clusters
  Score: Raw -942746.011869 + Penalty 2974.355619 = -939771.656250
  nChanged 43
		SP:Iteration 36Q (122941.220000 sec): 3 clusters
  Score: Raw -942767.320216 + Penalty 2974.355619 = -939792.964597
  nChanged 39
		SP:Iteration 37Q (122941.390000 sec): 3 clusters
  Score: Raw -942777.971162 + Penalty 2974.355619 = -939803.615543
  nChanged 29
		SP:Iteration 38Q (122941.560000 sec): 3 clusters
  Score: Raw -942788.389706 + Penalty 2974.355619 = -939814.034087
  nChanged 29
		SP:Iteration 39Q (122941.730000 sec): 3 clusters
  Score: Raw -942798.234341 + Penalty 2974.355619 = -939823.878723
  nChanged 27
		SP:Iteration 40F (122941.950000 sec): 3 clusters
  Score: Raw -942805.120963 + Penalty 2974.355619 = -939830.765345
  nChanged 28
		SP:Iteration 41Q (122942.180000 sec): 3 clusters
  Score: Raw -942814.043910 + Penalty 2974.355619 = -939839.688291
  nChanged 30
		SP:Iteration 42Q (122942.420000 sec): 3 clusters
  Score: Raw -942822.781393 + Penalty 2974.355619 = -939848.425774
  nChanged 33
		SP:Iteration 43Q (122942.560000 sec): 3 clusters
  Score: Raw -942832.358858 + Penalty 2974.355619 = -939858.003239
  nChanged 37
		SP:Iteration 44Q (122942.800000 sec): 3 clusters
  Score: Raw -942841.135744 + Penalty 2974.355619 = -939866.780125
  nChanged 23
		SP:Iteration 45Q (122942.980000 sec): 3 clusters
  Score: Raw -942847.305233 + Penalty 2974.355619 = -939872.949614
  nChanged 29
		SP:Iteration 46Q (122943.160000 sec): 3 clusters
  Score: Raw -942855.003135 + Penalty 2974.355619 = -939880.647517
  nChanged 24
		SP:Iteration 47Q (122943.340000 sec): 3 clusters
  Score: Raw -942860.509300 + Penalty 2974.355619 = -939886.153681
  nChanged 22
		SP:Iteration 48Q (122943.550000 sec): 3 clusters
  Score: Raw -942865.470026 + Penalty 2974.355619 = -939891.114407
  nChanged 13
		SP:Iteration 49Q (122943.730000 sec): 3 clusters
  Score: Raw -942868.794102 + Penalty 2974.355619 = -939894.438484
  nChanged 11
		SP:Iteration 50Q (122943.900000 sec): 3 clusters
  Score: Raw -942870.852909 + Penalty 2974.355619 = -939896.497290
  nChanged 12
		SP:Iteration 51Q (122944.080000 sec): 3 clusters
  Score: Raw -942873.208593 + Penalty 2974.355619 = -939898.852974
  nChanged 15
		SP:Iteration 52Q (122944.250000 sec): 3 clusters
  Score: Raw -942875.796394 + Penalty 2974.355619 = -939901.440775
  nChanged 10
		SP:Iteration 53Q (122944.430000 sec): 3 clusters
  Score: Raw -942877.669067 + Penalty 2974.355619 = -939903.313449
  nChanged 2
		SP:Iteration 54Q (122944.610000 sec): 3 clusters
  Score: Raw -942878.563457 + Penalty 2974.355619 = -939904.207838
  nChanged 4
		SP:Iteration 55Q (122944.790000 sec): 3 clusters
  Score: Raw -942879.297483 + Penalty 2974.355619 = -939904.941864
  nChanged 4
		SP:Iteration 56Q (122944.990000 sec): 3 clusters
  Score: Raw -942880.092735 + Penalty 2974.355619 = -939905.737116
  nChanged 2
		SP:Iteration 57Q (122945.120000 sec): 3 clusters
  Score: Raw -942880.358112 + Penalty 2974.355619 = -939906.002493
  nChanged 2
		SP:Iteration 58Q (122945.280000 sec): 3 clusters
  Score: Raw -942880.602841 + Penalty 2974.355619 = -939906.247222
  nChanged 1
		SP:Iteration 59Q (122945.440000 sec): 3 clusters
  Score: Raw -942880.712559 + Penalty 2974.355619 = -939906.356940
  nChanged 0
		SP:Iteration 60F (122945.600000 sec): 3 clusters
  Score: Raw -942880.712559 + Penalty 2974.355619 = -939906.356940
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 12 (39591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122945.890000 sec): 2 clusters
  Score: Raw -4370111.224690 + Penalty 1720.283029 = -4368390.941662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122946.320000 sec): 3 clusters
  Score: Raw -4345522.114490 + Penalty 3440.566057 = -4342081.548433
  nChanged 18444
		SP:Iteration 1F (122946.780000 sec): 3 clusters
  Score: Raw -4356894.350169 + Penalty 3440.566057 = -4353453.784112
  nChanged 2315
		SP:Iteration 2F (122947.240000 sec): 3 clusters
  Score: Raw -4358155.922992 + Penalty 3440.566057 = -4354715.356935
  nChanged 2356
		SP:Iteration 3F (122947.690000 sec): 3 clusters
  Score: Raw -4359486.282228 + Penalty 3440.566057 = -4356045.716171
  nChanged 2302
		SP:Iteration 4F (122948.150000 sec): 3 clusters
  Score: Raw -4360674.355067 + Penalty 3440.566057 = -4357233.789009
  nChanged 2056
		SP:Iteration 5F (122948.600000 sec): 3 clusters
  Score: Raw -4361734.343302 + Penalty 3440.566057 = -4358293.777245
  nChanged 1928
		SP:Iteration 6Q (122949.050000 sec): 3 clusters
  Score: Raw -4362868.888318 + Penalty 3440.566057 = -4359428.322261
  nChanged 1842
		SP:Iteration 7Q (122949.460000 sec): 3 clusters
  Score: Raw -4364085.782950 + Penalty 3440.566057 = -4360645.216893
  nChanged 1738
		SP:Iteration 8Q (122949.900000 sec): 3 clusters
  Score: Raw -4365193.085181 + Penalty 3440.566057 = -4361752.519124
  nChanged 1474
		SP:Iteration 9Q (122950.350000 sec): 3 clusters
  Score: Raw -4366030.416309 + Penalty 3440.566057 = -4362589.850252
  nChanged 1193
		SP:Iteration 10Q (122950.810000 sec): 3 clusters
  Score: Raw -4366598.472625 + Penalty 3440.566057 = -4363157.906568
  nChanged 947
		SP:Iteration 11Q (122951.270000 sec): 3 clusters
  Score: Raw -4366975.533438 + Penalty 3440.566057 = -4363534.967381
  nChanged 742
		SP:Iteration 12Q (122951.710000 sec): 3 clusters
  Score: Raw -4367283.905321 + Penalty 3440.566057 = -4363843.339264
  nChanged 740
		SP:Iteration 13Q (122952.180000 sec): 3 clusters
  Score: Raw -4367589.234785 + Penalty 3440.566057 = -4364148.668728
  nChanged 647
		SP:Iteration 14Q (122952.550000 sec): 3 clusters
  Score: Raw -4367840.892324 + Penalty 3440.566057 = -4364400.326267
  nChanged 615
		SP:Iteration 15Q (122953.070000 sec): 3 clusters
  Score: Raw -4368086.457449 + Penalty 3440.566057 = -4364645.891392
  nChanged 602
		SP:Iteration 16Q (122953.390000 sec): 3 clusters
  Score: Raw -4368332.033718 + Penalty 3440.566057 = -4364891.467661
  nChanged 585
		SP:Iteration 17Q (122953.830000 sec): 3 clusters
  Score: Raw -4368568.535968 + Penalty 3440.566057 = -4365127.969911
  nChanged 498
		SP:Iteration 18Q (122954.210000 sec): 3 clusters
  Score: Raw -4368770.985760 + Penalty 3440.566057 = -4365330.419703
  nChanged 497
		SP:Iteration 19Q (122954.650000 sec): 3 clusters
  Score: Raw -4368964.208762 + Penalty 3440.566057 = -4365523.642705
  nChanged 425
		SP:Iteration 20F (122955.070000 sec): 3 clusters
  Score: Raw -4369131.693338 + Penalty 3440.566057 = -4365691.127281
  nChanged 376
		SP:Iteration 21Q (122955.480000 sec): 3 clusters
  Score: Raw -4369294.507251 + Penalty 3440.566057 = -4365853.941194
  nChanged 367
		SP:Iteration 22Q (122955.900000 sec): 3 clusters
  Score: Raw -4369433.201347 + Penalty 3440.566057 = -4365992.635289
  nChanged 316
		SP:Iteration 23Q (122956.310000 sec): 3 clusters
  Score: Raw -4369534.872878 + Penalty 3440.566057 = -4366094.306821
  nChanged 306
		SP:Iteration 24Q (122956.730000 sec): 3 clusters
  Score: Raw -4369640.180113 + Penalty 3440.566057 = -4366199.614056
  nChanged 300
		SP:Iteration 25Q (122957.060000 sec): 3 clusters
  Score: Raw -4369749.052352 + Penalty 3440.566057 = -4366308.486295
  nChanged 306
		SP:Iteration 26Q (122957.500000 sec): 3 clusters
  Score: Raw -4369852.346328 + Penalty 3440.566057 = -4366411.780271
  nChanged 269
		SP:Iteration 27Q (122957.900000 sec): 3 clusters
  Score: Raw -4369934.647194 + Penalty 3440.566057 = -4366494.081137
  nChanged 235
		SP:Iteration 28Q (122958.270000 sec): 3 clusters
  Score: Raw -4370002.871892 + Penalty 3440.566057 = -4366562.305835
  nChanged 194
		SP:Iteration 29Q (122958.680000 sec): 3 clusters
  Score: Raw -4370053.822010 + Penalty 3440.566057 = -4366613.255953
  nChanged 192
		SP:Iteration 30Q (122959.060000 sec): 3 clusters
  Score: Raw -4370112.727419 + Penalty 3440.566057 = -4366672.161362
  nChanged 194
		SP:Iteration 31Q (122959.400000 sec): 3 clusters
  Score: Raw -4370173.061091 + Penalty 3440.566057 = -4366732.495034
  nChanged 166
		SP:Iteration 32Q (122959.750000 sec): 3 clusters
  Score: Raw -4370226.120528 + Penalty 3440.566057 = -4366785.554471
  nChanged 154
		SP:Iteration 33Q (122960.080000 sec): 3 clusters
  Score: Raw -4370273.901231 + Penalty 3440.566057 = -4366833.335174
  nChanged 147
		SP:Iteration 34Q (122960.400000 sec): 3 clusters
  Score: Raw -4370317.628870 + Penalty 3440.566057 = -4366877.062813
  nChanged 126
		SP:Iteration 35Q (122960.750000 sec): 3 clusters
  Score: Raw -4370353.589552 + Penalty 3440.566057 = -4366913.023495
  nChanged 120
		SP:Iteration 36Q (122961.090000 sec): 3 clusters
  Score: Raw -4370387.185900 + Penalty 3440.566057 = -4366946.619843
  nChanged 113
		SP:Iteration 37Q (122961.440000 sec): 3 clusters
  Score: Raw -4370419.657106 + Penalty 3440.566057 = -4366979.091049
  nChanged 103
		SP:Iteration 38Q (122961.800000 sec): 3 clusters
  Score: Raw -4370448.622129 + Penalty 3440.566057 = -4367008.056072
  nChanged 98
		SP:Iteration 39Q (122962.170000 sec): 3 clusters
  Score: Raw -4370475.422430 + Penalty 3440.566057 = -4367034.856373
  nChanged 89
		SP:Iteration 40F (122962.580000 sec): 3 clusters
  Score: Raw -4370501.147410 + Penalty 3440.566057 = -4367060.581353
  nChanged 100
		SP:Iteration 41Q (122962.930000 sec): 3 clusters
  Score: Raw -4370535.713354 + Penalty 3440.566057 = -4367095.147297
  nChanged 102
		SP:Iteration 42Q (122963.320000 sec): 3 clusters
  Score: Raw -4370568.205809 + Penalty 3440.566057 = -4367127.639752
  nChanged 78
		SP:Iteration 43Q (122963.750000 sec): 3 clusters
  Score: Raw -4370589.885461 + Penalty 3440.566057 = -4367149.319404
  nChanged 65
		SP:Iteration 44Q (122964.180000 sec): 3 clusters
  Score: Raw -4370610.495205 + Penalty 3440.566057 = -4367169.929148
  nChanged 51
		SP:Iteration 45Q (122964.540000 sec): 3 clusters
  Score: Raw -4370623.436953 + Penalty 3440.566057 = -4367182.870896
  nChanged 41
		SP:Iteration 46Q (122965.020000 sec): 3 clusters
  Score: Raw -4370632.880560 + Penalty 3440.566057 = -4367192.314503
  nChanged 27
		SP:Iteration 47Q (122965.360000 sec): 3 clusters
  Score: Raw -4370638.160806 + Penalty 3440.566057 = -4367197.594749
  nChanged 20
		SP:Iteration 48Q (122965.750000 sec): 3 clusters
  Score: Raw -4370643.499901 + Penalty 3440.566057 = -4367202.933844
  nChanged 19
		SP:Iteration 49Q (122966.160000 sec): 3 clusters
  Score: Raw -4370649.917962 + Penalty 3440.566057 = -4367209.351905
  nChanged 28
		SP:Iteration 50Q (122966.570000 sec): 3 clusters
  Score: Raw -4370659.702993 + Penalty 3440.566057 = -4367219.136936
  nChanged 36
		SP:Iteration 51Q (122966.930000 sec): 3 clusters
  Score: Raw -4370670.315890 + Penalty 3440.566057 = -4367229.749833
  nChanged 26
		SP:Iteration 52Q (122967.310000 sec): 3 clusters
  Score: Raw -4370674.882720 + Penalty 3440.566057 = -4367234.316663
  nChanged 19
		SP:Iteration 53Q (122967.740000 sec): 3 clusters
  Score: Raw -4370681.001022 + Penalty 3440.566057 = -4367240.434965
  nChanged 29
		SP:Iteration 54Q (122968.130000 sec): 3 clusters
  Score: Raw -4370687.292626 + Penalty 3440.566057 = -4367246.726569
  nChanged 18
		SP:Iteration 55Q (122968.490000 sec): 3 clusters
  Score: Raw -4370693.075713 + Penalty 3440.566057 = -4367252.509656
  nChanged 16
		SP:Iteration 56Q (122968.910000 sec): 3 clusters
  Score: Raw -4370697.757206 + Penalty 3440.566057 = -4367257.191149
  nChanged 12
		SP:Iteration 57Q (122969.300000 sec): 3 clusters
  Score: Raw -4370701.301090 + Penalty 3440.566057 = -4367260.735033
  nChanged 7
		SP:Iteration 58Q (122969.700000 sec): 3 clusters
  Score: Raw -4370704.565032 + Penalty 3440.566057 = -4367263.998975
  nChanged 8
		SP:Iteration 59Q (122970.160000 sec): 3 clusters
  Score: Raw -4370706.480061 + Penalty 3440.566057 = -4367265.914004
  nChanged 8
		SP:Iteration 60F (122970.590000 sec): 3 clusters
  Score: Raw -4370708.983119 + Penalty 3440.566057 = -4367268.417062
  nChanged 12
		SP:Iteration 61Q (122971.030000 sec): 3 clusters
  Score: Raw -4370712.208394 + Penalty 3440.566057 = -4367271.642337
  nChanged 10
		SP:Iteration 62Q (122971.350000 sec): 3 clusters
  Score: Raw -4370714.730707 + Penalty 3440.566057 = -4367274.164649
  nChanged 2
		SP:Iteration 63Q (122971.750000 sec): 3 clusters
  Score: Raw -4370715.046337 + Penalty 3440.566057 = -4367274.480280
  nChanged 0
		SP:Iteration 64F (122972.260000 sec): 3 clusters
  Score: Raw -4370715.046337 + Penalty 3440.566057 = -4367274.480280
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 13 (9822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122972.490000 sec): 2 clusters
  Score: Raw -1073746.243706 + Penalty 1493.761758 = -1072252.481948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122972.750000 sec): 3 clusters
  Score: Raw -1068212.060004 + Penalty 2987.523515 = -1065224.536488
  nChanged 4268
		SP:Iteration 1F (122973.020000 sec): 3 clusters
  Score: Raw -1070581.071616 + Penalty 2987.523515 = -1067593.548101
  nChanged 657
		SP:Iteration 2F (122973.280000 sec): 3 clusters
  Score: Raw -1070903.647724 + Penalty 2987.523515 = -1067916.124209
  nChanged 571
		SP:Iteration 3F (122973.480000 sec): 3 clusters
  Score: Raw -1071197.516064 + Penalty 2987.523515 = -1068209.992549
  nChanged 544
		SP:Iteration 4F (122973.710000 sec): 3 clusters
  Score: Raw -1071469.722710 + Penalty 2987.523515 = -1068482.199195
  nChanged 473
		SP:Iteration 5Q (122973.910000 sec): 3 clusters
  Score: Raw -1071683.563200 + Penalty 2987.523515 = -1068696.039685
  nChanged 367
		SP:Iteration 6Q (122974.080000 sec): 3 clusters
  Score: Raw -1071854.284001 + Penalty 2987.523515 = -1068866.760486
  nChanged 356
		SP:Iteration 7Q (122974.270000 sec): 3 clusters
  Score: Raw -1072024.875390 + Penalty 2987.523515 = -1069037.351875
  nChanged 314
		SP:Iteration 8Q (122974.450000 sec): 3 clusters
  Score: Raw -1072190.372216 + Penalty 2987.523515 = -1069202.848701
  nChanged 312
		SP:Iteration 9Q (122974.640000 sec): 3 clusters
  Score: Raw -1072360.583452 + Penalty 2987.523515 = -1069373.059936
  nChanged 307
		SP:Iteration 10Q (122974.840000 sec): 3 clusters
  Score: Raw -1072550.345066 + Penalty 2987.523515 = -1069562.821551
  nChanged 294
		SP:Iteration 11Q (122975.030000 sec): 3 clusters
  Score: Raw -1072732.856335 + Penalty 2987.523515 = -1069745.332820
  nChanged 276
		SP:Iteration 12Q (122975.270000 sec): 3 clusters
  Score: Raw -1072890.196050 + Penalty 2987.523515 = -1069902.672535
  nChanged 218
		SP:Iteration 13Q (122975.530000 sec): 3 clusters
  Score: Raw -1072997.654994 + Penalty 2987.523515 = -1070010.131479
  nChanged 194
		SP:Iteration 14Q (122975.720000 sec): 3 clusters
  Score: Raw -1073079.482300 + Penalty 2987.523515 = -1070091.958785
  nChanged 143
		SP:Iteration 15Q (122975.910000 sec): 3 clusters
  Score: Raw -1073137.761124 + Penalty 2987.523515 = -1070150.237609
  nChanged 121
		SP:Iteration 16Q (122976.060000 sec): 3 clusters
  Score: Raw -1073180.680987 + Penalty 2987.523515 = -1070193.157472
  nChanged 89
		SP:Iteration 17Q (122976.250000 sec): 3 clusters
  Score: Raw -1073212.459902 + Penalty 2987.523515 = -1070224.936386
  nChanged 91
		SP:Iteration 18Q (122976.460000 sec): 3 clusters
  Score: Raw -1073241.346210 + Penalty 2987.523515 = -1070253.822695
  nChanged 86
		SP:Iteration 19Q (122976.680000 sec): 3 clusters
  Score: Raw -1073272.850490 + Penalty 2987.523515 = -1070285.326975
  nChanged 103
		SP:Iteration 20F (122976.960000 sec): 3 clusters
  Score: Raw -1073312.433319 + Penalty 2987.523515 = -1070324.909804
  nChanged 105
		SP:Iteration 21Q (122977.210000 sec): 3 clusters
  Score: Raw -1073353.301411 + Penalty 2987.523515 = -1070365.777896
  nChanged 99
		SP:Iteration 22Q (122977.470000 sec): 3 clusters
  Score: Raw -1073392.150446 + Penalty 2987.523515 = -1070404.626930
  nChanged 94
		SP:Iteration 23Q (122977.740000 sec): 3 clusters
  Score: Raw -1073428.025468 + Penalty 2987.523515 = -1070440.501953
  nChanged 100
		SP:Iteration 24Q (122977.950000 sec): 3 clusters
  Score: Raw -1073467.312051 + Penalty 2987.523515 = -1070479.788536
  nChanged 78
		SP:Iteration 25Q (122978.180000 sec): 3 clusters
  Score: Raw -1073501.406818 + Penalty 2987.523515 = -1070513.883303
  nChanged 76
		SP:Iteration 26Q (122978.420000 sec): 3 clusters
  Score: Raw -1073534.847678 + Penalty 2987.523515 = -1070547.324163
  nChanged 82
		SP:Iteration 27Q (122978.620000 sec): 3 clusters
  Score: Raw -1073565.431404 + Penalty 2987.523515 = -1070577.907889
  nChanged 75
		SP:Iteration 28Q (122978.840000 sec): 3 clusters
  Score: Raw -1073593.117156 + Penalty 2987.523515 = -1070605.593640
  nChanged 71
		SP:Iteration 29Q (122979.090000 sec): 3 clusters
  Score: Raw -1073622.845270 + Penalty 2987.523515 = -1070635.321755
  nChanged 80
		SP:Iteration 30Q (122979.380000 sec): 3 clusters
  Score: Raw -1073663.001905 + Penalty 2987.523515 = -1070675.478390
  nChanged 60
		SP:Iteration 31Q (122979.550000 sec): 3 clusters
  Score: Raw -1073690.855546 + Penalty 2987.523515 = -1070703.332031
  nChanged 63
		SP:Iteration 32Q (122979.800000 sec): 3 clusters
  Score: Raw -1073719.517591 + Penalty 2987.523515 = -1070731.994076
  nChanged 54
		SP:Iteration 33Q (122980.050000 sec): 3 clusters
  Score: Raw -1073744.640617 + Penalty 2987.523515 = -1070757.117102
  nChanged 48
		SP:Iteration 34Q (122980.230000 sec): 3 clusters
  Score: Raw -1073767.713759 + Penalty 2987.523515 = -1070780.190244
  nChanged 42
		SP:Iteration 35Q (122980.510000 sec): 3 clusters
  Score: Raw -1073789.004320 + Penalty 2987.523515 = -1070801.480805
  nChanged 48
		SP:Iteration 36Q (122980.700000 sec): 3 clusters
  Score: Raw -1073809.223334 + Penalty 2987.523515 = -1070821.699819
  nChanged 32
		SP:Iteration 37Q (122980.910000 sec): 3 clusters
  Score: Raw -1073823.111149 + Penalty 2987.523515 = -1070835.587634
  nChanged 24
		SP:Iteration 38Q (122981.150000 sec): 3 clusters
  Score: Raw -1073836.264607 + Penalty 2987.523515 = -1070848.741092
  nChanged 35
		SP:Iteration 39Q (122981.390000 sec): 3 clusters
  Score: Raw -1073857.783766 + Penalty 2987.523515 = -1070870.260251
  nChanged 39
		SP:Iteration 40F (122981.630000 sec): 3 clusters
  Score: Raw -1073877.397752 + Penalty 2987.523515 = -1070889.874237
  nChanged 24
		SP:Iteration 41Q (122981.930000 sec): 3 clusters
  Score: Raw -1073888.251335 + Penalty 2987.523515 = -1070900.727820
  nChanged 22
		SP:Iteration 42Q (122982.170000 sec): 3 clusters
  Score: Raw -1073899.220901 + Penalty 2987.523515 = -1070911.697386
  nChanged 25
		SP:Iteration 43Q (122982.410000 sec): 3 clusters
  Score: Raw -1073910.432852 + Penalty 2987.523515 = -1070922.909336
  nChanged 16
		SP:Iteration 44Q (122982.680000 sec): 3 clusters
  Score: Raw -1073918.856620 + Penalty 2987.523515 = -1070931.333105
  nChanged 17
		SP:Iteration 45Q (122982.900000 sec): 3 clusters
  Score: Raw -1073928.573994 + Penalty 2987.523515 = -1070941.050478
  nChanged 18
		SP:Iteration 46Q (122983.160000 sec): 3 clusters
  Score: Raw -1073938.072526 + Penalty 2987.523515 = -1070950.549011
  nChanged 18
		SP:Iteration 47Q (122983.370000 sec): 3 clusters
  Score: Raw -1073946.544713 + Penalty 2987.523515 = -1070959.021198
  nChanged 16
		SP:Iteration 48Q (122983.590000 sec): 3 clusters
  Score: Raw -1073952.717644 + Penalty 2987.523515 = -1070965.194128
  nChanged 7
		SP:Iteration 49Q (122983.810000 sec): 3 clusters
  Score: Raw -1073957.262966 + Penalty 2987.523515 = -1070969.739450
  nChanged 7
		SP:Iteration 50Q (122984.030000 sec): 3 clusters
  Score: Raw -1073961.427428 + Penalty 2987.523515 = -1070973.903912
  nChanged 10
		SP:Iteration 51Q (122984.290000 sec): 3 clusters
  Score: Raw -1073968.433568 + Penalty 2987.523515 = -1070980.910053
  nChanged 11
		SP:Iteration 52Q (122984.550000 sec): 3 clusters
  Score: Raw -1073974.573712 + Penalty 2987.523515 = -1070987.050197
  nChanged 9
		SP:Iteration 53Q (122984.750000 sec): 3 clusters
  Score: Raw -1073979.846718 + Penalty 2987.523515 = -1070992.323203
  nChanged 7
		SP:Iteration 54Q (122984.950000 sec): 3 clusters
  Score: Raw -1073983.481500 + Penalty 2987.523515 = -1070995.957985
  nChanged 5
		SP:Iteration 55Q (122985.190000 sec): 3 clusters
  Score: Raw -1073986.127748 + Penalty 2987.523515 = -1070998.604232
  nChanged 5
		SP:Iteration 56Q (122985.420000 sec): 3 clusters
  Score: Raw -1073988.219601 + Penalty 2987.523515 = -1071000.696085
  nChanged 4
		SP:Iteration 57Q (122985.650000 sec): 3 clusters
  Score: Raw -1073990.645275 + Penalty 2987.523515 = -1071003.121759
  nChanged 2
		SP:Iteration 58Q (122985.900000 sec): 3 clusters
  Score: Raw -1073991.895678 + Penalty 2987.523515 = -1071004.372163
  nChanged 2
		SP:Iteration 59Q (122986.110000 sec): 3 clusters
  Score: Raw -1073993.318263 + Penalty 2987.523515 = -1071005.794748
  nChanged 4
		SP:Iteration 60F (122986.330000 sec): 3 clusters
  Score: Raw -1073995.565884 + Penalty 2987.523515 = -1071008.042369
  nChanged 4
		SP:Iteration 61Q (122986.530000 sec): 3 clusters
  Score: Raw -1073997.635406 + Penalty 2987.523515 = -1071010.111891
  nChanged 1
		SP:Iteration 62Q (122986.830000 sec): 3 clusters
  Score: Raw -1073998.287916 + Penalty 2987.523515 = -1071010.764401
  nChanged 2
		SP:Iteration 63Q (122987.150000 sec): 3 clusters
  Score: Raw -1073999.511138 + Penalty 2987.523515 = -1071011.987623
  nChanged 2
		SP:Iteration 64Q (122987.420000 sec): 3 clusters
  Score: Raw -1074000.540657 + Penalty 2987.523515 = -1071013.017141
  nChanged 2
		SP:Iteration 65Q (122987.660000 sec): 3 clusters
  Score: Raw -1074001.727194 + Penalty 2987.523515 = -1071014.203679
  nChanged 2
		SP:Iteration 66Q (122987.930000 sec): 3 clusters
  Score: Raw -1074002.528059 + Penalty 2987.523515 = -1071015.004544
  nChanged 1
		SP:Iteration 67Q (122988.110000 sec): 3 clusters
  Score: Raw -1074002.802246 + Penalty 2987.523515 = -1071015.278731
  nChanged 1
		SP:Iteration 68Q (122988.340000 sec): 3 clusters
  Score: Raw -1074002.977664 + Penalty 2987.523515 = -1071015.454149
  nChanged 0
		SP:Iteration 69F (122988.640000 sec): 3 clusters
  Score: Raw -1074002.977664 + Penalty 2987.523515 = -1071015.454149
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 14 (24393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122988.900000 sec): 2 clusters
  Score: Raw -2814959.695156 + Penalty 1641.583366 = -2813318.111790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122989.200000 sec): 3 clusters
  Score: Raw -2800091.513683 + Penalty 3283.166733 = -2796808.346950
  nChanged 11168
		SP:Iteration 1F (122989.500000 sec): 3 clusters
  Score: Raw -2806393.541382 + Penalty 3283.166733 = -2803110.374650
  nChanged 1399
		SP:Iteration 2F (122989.800000 sec): 3 clusters
  Score: Raw -2807157.984565 + Penalty 3283.166733 = -2803874.817832
  nChanged 1578
		SP:Iteration 3F (122990.170000 sec): 3 clusters
  Score: Raw -2808218.268478 + Penalty 3283.166733 = -2804935.101746
  nChanged 1747
		SP:Iteration 4F (122990.510000 sec): 3 clusters
  Score: Raw -2809556.624633 + Penalty 3283.166733 = -2806273.457900
  nChanged 1758
		SP:Iteration 5F (122990.810000 sec): 3 clusters
  Score: Raw -2811003.971953 + Penalty 3283.166733 = -2807720.805220
  nChanged 1658
		SP:Iteration 6F (122991.160000 sec): 3 clusters
  Score: Raw -2812462.096326 + Penalty 3283.166733 = -2809178.929593
  nChanged 1356
		SP:Iteration 7F (122991.420000 sec): 3 clusters
  Score: Raw -2813544.770509 + Penalty 3283.166733 = -2810261.603776
  nChanged 959
		SP:Iteration 8Q (122991.870000 sec): 3 clusters
  Score: Raw -2814204.483195 + Penalty 3283.166733 = -2810921.316463
  nChanged 640
		SP:Iteration 9Q (122992.180000 sec): 3 clusters
  Score: Raw -2814611.485017 + Penalty 3283.166733 = -2811328.318284
  nChanged 462
		SP:Iteration 10Q (122992.510000 sec): 3 clusters
  Score: Raw -2814882.763046 + Penalty 3283.166733 = -2811599.596314
  nChanged 349
		SP:Iteration 11Q (122992.820000 sec): 3 clusters
  Score: Raw -2815070.557525 + Penalty 3283.166733 = -2811787.390792
  nChanged 308
		SP:Iteration 12Q (122993.230000 sec): 3 clusters
  Score: Raw -2815213.381513 + Penalty 3283.166733 = -2811930.214781
  nChanged 245
		SP:Iteration 13Q (122993.570000 sec): 3 clusters
  Score: Raw -2815303.695939 + Penalty 3283.166733 = -2812020.529206
  nChanged 191
		SP:Iteration 14Q (122993.930000 sec): 3 clusters
  Score: Raw -2815358.626429 + Penalty 3283.166733 = -2812075.459696
  nChanged 160
		SP:Iteration 15Q (122994.240000 sec): 3 clusters
  Score: Raw -2815402.935597 + Penalty 3283.166733 = -2812119.768864
  nChanged 134
		SP:Iteration 16Q (122994.540000 sec): 3 clusters
  Score: Raw -2815432.311722 + Penalty 3283.166733 = -2812149.144989
  nChanged 86
		SP:Iteration 17Q (122994.880000 sec): 3 clusters
  Score: Raw -2815447.904033 + Penalty 3283.166733 = -2812164.737301
  nChanged 70
		SP:Iteration 18Q (122995.180000 sec): 3 clusters
  Score: Raw -2815458.631001 + Penalty 3283.166733 = -2812175.464268
  nChanged 60
		SP:Iteration 19Q (122995.520000 sec): 3 clusters
  Score: Raw -2815467.875045 + Penalty 3283.166733 = -2812184.708312
  nChanged 54
		SP:Iteration 20F (122995.820000 sec): 3 clusters
  Score: Raw -2815475.888814 + Penalty 3283.166733 = -2812192.722082
  nChanged 56
		SP:Iteration 21Q (122996.140000 sec): 3 clusters
  Score: Raw -2815483.841600 + Penalty 3283.166733 = -2812200.674867
  nChanged 49
		SP:Iteration 22Q (122996.440000 sec): 3 clusters
  Score: Raw -2815489.911461 + Penalty 3283.166733 = -2812206.744728
  nChanged 36
		SP:Iteration 23Q (122996.810000 sec): 3 clusters
  Score: Raw -2815493.621664 + Penalty 3283.166733 = -2812210.454932
  nChanged 26
		SP:Iteration 24Q (122997.160000 sec): 3 clusters
  Score: Raw -2815496.372277 + Penalty 3283.166733 = -2812213.205544
  nChanged 35
		SP:Iteration 25Q (122997.490000 sec): 3 clusters
  Score: Raw -2815500.415140 + Penalty 3283.166733 = -2812217.248407
  nChanged 30
		SP:Iteration 26Q (122997.810000 sec): 3 clusters
  Score: Raw -2815503.254021 + Penalty 3283.166733 = -2812220.087289
  nChanged 25
		SP:Iteration 27Q (122998.140000 sec): 3 clusters
  Score: Raw -2815505.489193 + Penalty 3283.166733 = -2812222.322461
  nChanged 20
		SP:Iteration 28Q (122998.470000 sec): 3 clusters
  Score: Raw -2815507.694486 + Penalty 3283.166733 = -2812224.527754
  nChanged 24
		SP:Iteration 29Q (122998.760000 sec): 3 clusters
  Score: Raw -2815510.167516 + Penalty 3283.166733 = -2812227.000783
  nChanged 17
		SP:Iteration 30Q (122999.130000 sec): 3 clusters
  Score: Raw -2815511.584825 + Penalty 3283.166733 = -2812228.418092
  nChanged 18
		SP:Iteration 31Q (122999.500000 sec): 3 clusters
  Score: Raw -2815513.421735 + Penalty 3283.166733 = -2812230.255002
  nChanged 20
		SP:Iteration 32Q (122999.810000 sec): 3 clusters
  Score: Raw -2815515.713014 + Penalty 3283.166733 = -2812232.546282
  nChanged 21
		SP:Iteration 33Q (123000.090000 sec): 3 clusters
  Score: Raw -2815519.054863 + Penalty 3283.166733 = -2812235.888130
  nChanged 31
		SP:Iteration 34Q (123000.380000 sec): 3 clusters
  Score: Raw -2815522.990409 + Penalty 3283.166733 = -2812239.823676
  nChanged 37
		SP:Iteration 35Q (123000.760000 sec): 3 clusters
  Score: Raw -2815527.410488 + Penalty 3283.166733 = -2812244.243756
  nChanged 27
		SP:Iteration 36Q (123001.040000 sec): 3 clusters
  Score: Raw -2815530.114824 + Penalty 3283.166733 = -2812246.948091
  nChanged 28
		SP:Iteration 37Q (123001.330000 sec): 3 clusters
  Score: Raw -2815532.570687 + Penalty 3283.166733 = -2812249.403954
  nChanged 12
		SP:Iteration 38Q (123001.660000 sec): 3 clusters
  Score: Raw -2815533.420250 + Penalty 3283.166733 = -2812250.253518
  nChanged 9
		SP:Iteration 39Q (123001.950000 sec): 3 clusters
  Score: Raw -2815533.970351 + Penalty 3283.166733 = -2812250.803619
  nChanged 8
		SP:Iteration 40F (123002.280000 sec): 3 clusters
  Score: Raw -2815534.456916 + Penalty 3283.166733 = -2812251.290184
  nChanged 5
		SP:Iteration 41Q (123002.590000 sec): 3 clusters
  Score: Raw -2815534.841194 + Penalty 3283.166733 = -2812251.674461
  nChanged 7
		SP:Iteration 42Q (123002.910000 sec): 3 clusters
  Score: Raw -2815535.449643 + Penalty 3283.166733 = -2812252.282911
  nChanged 11
		SP:Iteration 43Q (123003.240000 sec): 3 clusters
  Score: Raw -2815536.493316 + Penalty 3283.166733 = -2812253.326583
  nChanged 14
		SP:Iteration 44Q (123003.500000 sec): 3 clusters
  Score: Raw -2815537.340130 + Penalty 3283.166733 = -2812254.173397
  nChanged 6
		SP:Iteration 45Q (123003.830000 sec): 3 clusters
  Score: Raw -2815537.692299 + Penalty 3283.166733 = -2812254.525566
  nChanged 5
		SP:Iteration 46Q (123004.080000 sec): 3 clusters
  Score: Raw -2815537.899372 + Penalty 3283.166733 = -2812254.732639
  nChanged 3
		SP:Iteration 47Q (123004.480000 sec): 3 clusters
  Score: Raw -2815538.094391 + Penalty 3283.166733 = -2812254.927659
  nChanged 2
		SP:Iteration 48Q (123004.780000 sec): 3 clusters
  Score: Raw -2815538.207378 + Penalty 3283.166733 = -2812255.040645
  nChanged 2
		SP:Iteration 49Q (123005.140000 sec): 3 clusters
  Score: Raw -2815538.267540 + Penalty 3283.166733 = -2812255.100808
  nChanged 2
		SP:Iteration 50Q (123005.450000 sec): 3 clusters
  Score: Raw -2815538.414503 + Penalty 3283.166733 = -2812255.247770
  nChanged 4
		SP:Iteration 51Q (123005.770000 sec): 3 clusters
  Score: Raw -2815538.783966 + Penalty 3283.166733 = -2812255.617233
  nChanged 2
		SP:Iteration 52Q (123006.070000 sec): 3 clusters
  Score: Raw -2815538.884756 + Penalty 3283.166733 = -2812255.718024
  nChanged 2
		SP:Iteration 53Q (123006.420000 sec): 3 clusters
  Score: Raw -2815539.067346 + Penalty 3283.166733 = -2812255.900613
  nChanged 2
		SP:Iteration 54Q (123006.820000 sec): 3 clusters
  Score: Raw -2815539.239443 + Penalty 3283.166733 = -2812256.072711
  nChanged 2
		SP:Iteration 55Q (123007.160000 sec): 3 clusters
  Score: Raw -2815539.381464 + Penalty 3283.166733 = -2812256.214731
  nChanged 1
		SP:Iteration 56Q (123007.490000 sec): 3 clusters
  Score: Raw -2815539.449817 + Penalty 3283.166733 = -2812256.283084
  nChanged 2
		SP:Iteration 57Q (123007.830000 sec): 3 clusters
  Score: Raw -2815539.577255 + Penalty 3283.166733 = -2812256.410523
  nChanged 1
		SP:Iteration 58Q (123008.180000 sec): 3 clusters
  Score: Raw -2815539.652434 + Penalty 3283.166733 = -2812256.485701
  nChanged 1
		SP:Iteration 59Q (123008.560000 sec): 3 clusters
  Score: Raw -2815539.722873 + Penalty 3283.166733 = -2812256.556141
  nChanged 0
		SP:Iteration 60F (123008.990000 sec): 3 clusters
  Score: Raw -2815539.722873 + Penalty 3283.166733 = -2812256.556141
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 15 (18251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123009.250000 sec): 2 clusters
  Score: Raw -1898718.791654 + Penalty 1594.445962 = -1897124.345691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123009.600000 sec): 3 clusters
  Score: Raw -1887846.290207 + Penalty 3188.891924 = -1884657.398283
  nChanged 8229
		SP:Iteration 1F (123009.810000 sec): 3 clusters
  Score: Raw -1892774.260375 + Penalty 3188.891924 = -1889585.368450
  nChanged 1260
		SP:Iteration 2F (123010.140000 sec): 3 clusters
  Score: Raw -1893473.411144 + Penalty 3188.891924 = -1890284.519219
  nChanged 1179
		SP:Iteration 3F (123010.450000 sec): 3 clusters
  Score: Raw -1894163.486712 + Penalty 3188.891924 = -1890974.594788
  nChanged 1117
		SP:Iteration 4F (123010.740000 sec): 3 clusters
  Score: Raw -1894841.402814 + Penalty 3188.891924 = -1891652.510889
  nChanged 1057
		SP:Iteration 5F (123011.060000 sec): 3 clusters
  Score: Raw -1895484.493037 + Penalty 3188.891924 = -1892295.601112
  nChanged 989
		SP:Iteration 6F (123011.350000 sec): 3 clusters
  Score: Raw -1896066.577284 + Penalty 3188.891924 = -1892877.685360
  nChanged 847
		SP:Iteration 7Q (123011.630000 sec): 3 clusters
  Score: Raw -1896511.401477 + Penalty 3188.891924 = -1893322.509552
  nChanged 706
		SP:Iteration 8Q (123011.900000 sec): 3 clusters
  Score: Raw -1896820.917005 + Penalty 3188.891924 = -1893632.025080
  nChanged 523
		SP:Iteration 9Q (123012.180000 sec): 3 clusters
  Score: Raw -1897026.163213 + Penalty 3188.891924 = -1893837.271288
  nChanged 414
		SP:Iteration 10Q (123012.480000 sec): 3 clusters
  Score: Raw -1897161.171032 + Penalty 3188.891924 = -1893972.279108
  nChanged 324
		SP:Iteration 11Q (123012.860000 sec): 3 clusters
  Score: Raw -1897255.680071 + Penalty 3188.891924 = -1894066.788147
  nChanged 283
		SP:Iteration 12Q (123013.170000 sec): 3 clusters
  Score: Raw -1897327.805891 + Penalty 3188.891924 = -1894138.913967
  nChanged 250
		SP:Iteration 13Q (123013.510000 sec): 3 clusters
  Score: Raw -1897391.333823 + Penalty 3188.891924 = -1894202.441899
  nChanged 203
		SP:Iteration 14Q (123013.750000 sec): 3 clusters
  Score: Raw -1897438.095808 + Penalty 3188.891924 = -1894249.203884
  nChanged 192
		SP:Iteration 15Q (123014.090000 sec): 3 clusters
  Score: Raw -1897477.744233 + Penalty 3188.891924 = -1894288.852309
  nChanged 156
		SP:Iteration 16Q (123014.410000 sec): 3 clusters
  Score: Raw -1897506.274340 + Penalty 3188.891924 = -1894317.382415
  nChanged 130
		SP:Iteration 17Q (123014.710000 sec): 3 clusters
  Score: Raw -1897528.881388 + Penalty 3188.891924 = -1894339.989464
  nChanged 135
		SP:Iteration 18Q (123015.050000 sec): 3 clusters
  Score: Raw -1897552.179882 + Penalty 3188.891924 = -1894363.287958
  nChanged 128
		SP:Iteration 19Q (123015.350000 sec): 3 clusters
  Score: Raw -1897574.178747 + Penalty 3188.891924 = -1894385.286822
  nChanged 128
		SP:Iteration 20F (123015.640000 sec): 3 clusters
  Score: Raw -1897595.595898 + Penalty 3188.891924 = -1894406.703974
  nChanged 131
		SP:Iteration 21Q (123015.900000 sec): 3 clusters
  Score: Raw -1897621.768738 + Penalty 3188.891924 = -1894432.876814
  nChanged 134
		SP:Iteration 22Q (123016.240000 sec): 3 clusters
  Score: Raw -1897645.646981 + Penalty 3188.891924 = -1894456.755056
  nChanged 129
		SP:Iteration 23Q (123016.510000 sec): 3 clusters
  Score: Raw -1897667.194889 + Penalty 3188.891924 = -1894478.302965
  nChanged 112
		SP:Iteration 24Q (123016.840000 sec): 3 clusters
  Score: Raw -1897686.274085 + Penalty 3188.891924 = -1894497.382160
  nChanged 117
		SP:Iteration 25Q (123017.130000 sec): 3 clusters
  Score: Raw -1897706.361142 + Penalty 3188.891924 = -1894517.469217
  nChanged 125
		SP:Iteration 26Q (123017.450000 sec): 3 clusters
  Score: Raw -1897729.971626 + Penalty 3188.891924 = -1894541.079701
  nChanged 138
		SP:Iteration 27Q (123017.750000 sec): 3 clusters
  Score: Raw -1897758.235052 + Penalty 3188.891924 = -1894569.343128
  nChanged 135
		SP:Iteration 28Q (123018.050000 sec): 3 clusters
  Score: Raw -1897788.575942 + Penalty 3188.891924 = -1894599.684017
  nChanged 149
		SP:Iteration 29Q (123018.350000 sec): 3 clusters
  Score: Raw -1897822.977329 + Penalty 3188.891924 = -1894634.085404
  nChanged 156
		SP:Iteration 30Q (123018.620000 sec): 3 clusters
  Score: Raw -1897857.615680 + Penalty 3188.891924 = -1894668.723756
  nChanged 137
		SP:Iteration 31Q (123018.890000 sec): 3 clusters
  Score: Raw -1897886.712052 + Penalty 3188.891924 = -1894697.820127
  nChanged 137
		SP:Iteration 32Q (123019.150000 sec): 3 clusters
  Score: Raw -1897922.351804 + Penalty 3188.891924 = -1894733.459880
  nChanged 144
		SP:Iteration 33Q (123019.490000 sec): 3 clusters
  Score: Raw -1897957.486675 + Penalty 3188.891924 = -1894768.594751
  nChanged 161
		SP:Iteration 34Q (123019.760000 sec): 3 clusters
  Score: Raw -1898000.653357 + Penalty 3188.891924 = -1894811.761433
  nChanged 173
		SP:Iteration 35Q (123020.000000 sec): 3 clusters
  Score: Raw -1898047.434731 + Penalty 3188.891924 = -1894858.542807
  nChanged 175
		SP:Iteration 36Q (123020.290000 sec): 3 clusters
  Score: Raw -1898095.773481 + Penalty 3188.891924 = -1894906.881556
  nChanged 189
		SP:Iteration 37Q (123020.570000 sec): 3 clusters
  Score: Raw -1898154.621721 + Penalty 3188.891924 = -1894965.729796
  nChanged 200
		SP:Iteration 38Q (123020.960000 sec): 3 clusters
  Score: Raw -1898225.072644 + Penalty 3188.891924 = -1895036.180720
  nChanged 221
		SP:Iteration 39Q (123021.200000 sec): 3 clusters
  Score: Raw -1898312.824954 + Penalty 3188.891924 = -1895123.933029
  nChanged 215
		SP:Iteration 40F (123021.550000 sec): 3 clusters
  Score: Raw -1898392.828962 + Penalty 3188.891924 = -1895203.937038
  nChanged 221
		SP:Iteration 41Q (123021.850000 sec): 3 clusters
  Score: Raw -1898480.734303 + Penalty 3188.891924 = -1895291.842379
  nChanged 201
		SP:Iteration 42Q (123022.120000 sec): 3 clusters
  Score: Raw -1898562.845365 + Penalty 3188.891924 = -1895373.953441
  nChanged 203
		SP:Iteration 43Q (123022.460000 sec): 3 clusters
  Score: Raw -1898641.859211 + Penalty 3188.891924 = -1895452.967287
  nChanged 198
		SP:Iteration 44Q (123022.770000 sec): 3 clusters
  Score: Raw -1898725.028013 + Penalty 3188.891924 = -1895536.136089
  nChanged 180
		SP:Iteration 45Q (123023.050000 sec): 3 clusters
  Score: Raw -1898823.983476 + Penalty 3188.891924 = -1895635.091552
  nChanged 200
		SP:Iteration 46Q (123023.320000 sec): 3 clusters
  Score: Raw -1898949.458810 + Penalty 3188.891924 = -1895760.566886
  nChanged 211
		SP:Iteration 47Q (123023.620000 sec): 3 clusters
  Score: Raw -1899099.507624 + Penalty 3188.891924 = -1895910.615699
  nChanged 191
		SP:Iteration 48Q (123023.910000 sec): 3 clusters
  Score: Raw -1899237.698017 + Penalty 3188.891924 = -1896048.806092
  nChanged 154
		SP:Iteration 49Q (123024.230000 sec): 3 clusters
  Score: Raw -1899345.781731 + Penalty 3188.891924 = -1896156.889806
  nChanged 120
		SP:Iteration 50Q (123024.480000 sec): 3 clusters
  Score: Raw -1899428.867530 + Penalty 3188.891924 = -1896239.975606
  nChanged 104
		SP:Iteration 51Q (123024.820000 sec): 3 clusters
  Score: Raw -1899482.207764 + Penalty 3188.891924 = -1896293.315839
  nChanged 86
		SP:Iteration 52Q (123025.030000 sec): 3 clusters
  Score: Raw -1899521.516291 + Penalty 3188.891924 = -1896332.624367
  nChanged 81
		SP:Iteration 53Q (123025.310000 sec): 3 clusters
  Score: Raw -1899550.620890 + Penalty 3188.891924 = -1896361.728966
  nChanged 62
		SP:Iteration 54Q (123025.650000 sec): 3 clusters
  Score: Raw -1899571.912357 + Penalty 3188.891924 = -1896383.020432
  nChanged 53
		SP:Iteration 55Q (123025.970000 sec): 3 clusters
  Score: Raw -1899587.158232 + Penalty 3188.891924 = -1896398.266308
  nChanged 34
		SP:Iteration 56Q (123026.250000 sec): 3 clusters
  Score: Raw -1899597.029280 + Penalty 3188.891924 = -1896408.137355
  nChanged 25
		SP:Iteration 57Q (123026.460000 sec): 3 clusters
  Score: Raw -1899603.926534 + Penalty 3188.891924 = -1896415.034609
  nChanged 26
		SP:Iteration 58Q (123026.860000 sec): 3 clusters
  Score: Raw -1899610.322863 + Penalty 3188.891924 = -1896421.430939
  nChanged 22
		SP:Iteration 59Q (123027.160000 sec): 3 clusters
  Score: Raw -1899614.830781 + Penalty 3188.891924 = -1896425.938856
  nChanged 13
		SP:Iteration 60F (123027.460000 sec): 3 clusters
  Score: Raw -1899617.361457 + Penalty 3188.891924 = -1896428.469532
  nChanged 8
		SP:Iteration 61Q (123027.880000 sec): 3 clusters
  Score: Raw -1899619.413921 + Penalty 3188.891924 = -1896430.521996
  nChanged 12
		SP:Iteration 62Q (123028.140000 sec): 3 clusters
  Score: Raw -1899621.957505 + Penalty 3188.891924 = -1896433.065580
  nChanged 6
		SP:Iteration 63Q (123028.420000 sec): 3 clusters
  Score: Raw -1899623.139659 + Penalty 3188.891924 = -1896434.247735
  nChanged 8
		SP:Iteration 64Q (123028.590000 sec): 3 clusters
  Score: Raw -1899624.629703 + Penalty 3188.891924 = -1896435.737779
  nChanged 6
		SP:Iteration 65Q (123028.850000 sec): 3 clusters
  Score: Raw -1899625.996658 + Penalty 3188.891924 = -1896437.104734
  nChanged 8
		SP:Iteration 66Q (123029.200000 sec): 3 clusters
  Score: Raw -1899627.449559 + Penalty 3188.891924 = -1896438.557635
  nChanged 6
		SP:Iteration 67Q (123029.450000 sec): 3 clusters
  Score: Raw -1899628.539163 + Penalty 3188.891924 = -1896439.647238
  nChanged 4
		SP:Iteration 68Q (123029.680000 sec): 3 clusters
  Score: Raw -1899629.286316 + Penalty 3188.891924 = -1896440.394392
  nChanged 5
		SP:Iteration 69Q (123029.940000 sec): 3 clusters
  Score: Raw -1899630.387254 + Penalty 3188.891924 = -1896441.495330
  nChanged 2
		SP:Iteration 70Q (123030.170000 sec): 3 clusters
  Score: Raw -1899630.534832 + Penalty 3188.891924 = -1896441.642908
  nChanged 0
		SP:Iteration 71F (123030.480000 sec): 3 clusters
  Score: Raw -1899630.534832 + Penalty 3188.891924 = -1896441.642908
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 16 (14632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123030.700000 sec): 2 clusters
  Score: Raw -1643648.140285 + Penalty 1558.532006 = -1642089.608279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123030.960000 sec): 3 clusters
  Score: Raw -1635005.938181 + Penalty 3117.064012 = -1631888.874169
  nChanged 6482
		SP:Iteration 1F (123031.160000 sec): 3 clusters
  Score: Raw -1638461.698255 + Penalty 3117.064012 = -1635344.634243
  nChanged 843
		SP:Iteration 2F (123031.410000 sec): 3 clusters
  Score: Raw -1638778.958640 + Penalty 3117.064012 = -1635661.894628
  nChanged 706
		SP:Iteration 3Q (123031.720000 sec): 3 clusters
  Score: Raw -1639043.732635 + Penalty 3117.064012 = -1635926.668623
  nChanged 670
		SP:Iteration 4Q (123032.010000 sec): 3 clusters
  Score: Raw -1639310.197611 + Penalty 3117.064012 = -1636193.133600
  nChanged 649
		SP:Iteration 5Q (123032.290000 sec): 3 clusters
  Score: Raw -1639581.749658 + Penalty 3117.064012 = -1636464.685647
  nChanged 641
		SP:Iteration 6Q (123032.640000 sec): 3 clusters
  Score: Raw -1639879.421475 + Penalty 3117.064012 = -1636762.357463
  nChanged 684
		SP:Iteration 7Q (123032.900000 sec): 3 clusters
  Score: Raw -1640246.337924 + Penalty 3117.064012 = -1637129.273912
  nChanged 765
		SP:Iteration 8F (123033.150000 sec): 3 clusters
  Score: Raw -1640745.044374 + Penalty 3117.064012 = -1637627.980362
  nChanged 822
		SP:Iteration 9F (123033.410000 sec): 3 clusters
  Score: Raw -1641341.403356 + Penalty 3117.064012 = -1638224.339344
  nChanged 818
		SP:Iteration 10F (123033.740000 sec): 3 clusters
  Score: Raw -1641984.575433 + Penalty 3117.064012 = -1638867.511421
  nChanged 712
		SP:Iteration 11Q (123033.980000 sec): 3 clusters
  Score: Raw -1642570.702112 + Penalty 3117.064012 = -1639453.638100
  nChanged 559
		SP:Iteration 12Q (123034.240000 sec): 3 clusters
  Score: Raw -1643038.532250 + Penalty 3117.064012 = -1639921.468239
  nChanged 351
		SP:Iteration 13Q (123034.560000 sec): 3 clusters
  Score: Raw -1643331.927741 + Penalty 3117.064012 = -1640214.863729
  nChanged 227
		SP:Iteration 14Q (123034.800000 sec): 3 clusters
  Score: Raw -1643516.094143 + Penalty 3117.064012 = -1640399.030132
  nChanged 138
		SP:Iteration 15Q (123035.040000 sec): 3 clusters
  Score: Raw -1643634.273253 + Penalty 3117.064012 = -1640517.209241
  nChanged 91
		SP:Iteration 16Q (123035.330000 sec): 3 clusters
  Score: Raw -1643706.859839 + Penalty 3117.064012 = -1640589.795827
  nChanged 54
		SP:Iteration 17Q (123035.610000 sec): 3 clusters
  Score: Raw -1643749.751481 + Penalty 3117.064012 = -1640632.687470
  nChanged 38
		SP:Iteration 18Q (123035.850000 sec): 3 clusters
  Score: Raw -1643784.363428 + Penalty 3117.064012 = -1640667.299416
  nChanged 29
		SP:Iteration 19Q (123036.050000 sec): 3 clusters
  Score: Raw -1643815.396154 + Penalty 3117.064012 = -1640698.332143
  nChanged 24
		SP:Iteration 20F (123036.340000 sec): 3 clusters
  Score: Raw -1643836.861285 + Penalty 3117.064012 = -1640719.797273
  nChanged 13
		SP:Iteration 21Q (123036.610000 sec): 3 clusters
  Score: Raw -1643849.339640 + Penalty 3117.064012 = -1640732.275629
  nChanged 13
		SP:Iteration 22Q (123036.900000 sec): 3 clusters
  Score: Raw -1643861.808370 + Penalty 3117.064012 = -1640744.744359
  nChanged 9
		SP:Iteration 23Q (123037.100000 sec): 3 clusters
  Score: Raw -1643871.074127 + Penalty 3117.064012 = -1640754.010115
  nChanged 6
		SP:Iteration 24Q (123037.340000 sec): 3 clusters
  Score: Raw -1643878.021619 + Penalty 3117.064012 = -1640760.957608
  nChanged 9
		SP:Iteration 25Q (123037.590000 sec): 3 clusters
  Score: Raw -1643885.549114 + Penalty 3117.064012 = -1640768.485102
  nChanged 7
		SP:Iteration 26Q (123037.800000 sec): 3 clusters
  Score: Raw -1643893.976218 + Penalty 3117.064012 = -1640776.912206
  nChanged 8
		SP:Iteration 27Q (123038.030000 sec): 3 clusters
  Score: Raw -1643903.754032 + Penalty 3117.064012 = -1640786.690020
  nChanged 7
		SP:Iteration 28Q (123038.250000 sec): 3 clusters
  Score: Raw -1643909.037248 + Penalty 3117.064012 = -1640791.973237
  nChanged 1
		SP:Iteration 29Q (123038.490000 sec): 3 clusters
  Score: Raw -1643909.994451 + Penalty 3117.064012 = -1640792.930439
  nChanged 1
		SP:Iteration 30Q (123038.730000 sec): 3 clusters
  Score: Raw -1643910.990934 + Penalty 3117.064012 = -1640793.926922
  nChanged 2
		SP:Iteration 31Q (123038.940000 sec): 3 clusters
  Score: Raw -1643913.073687 + Penalty 3117.064012 = -1640796.009676
  nChanged 0
		SP:Iteration 32F (123039.220000 sec): 3 clusters
  Score: Raw -1643913.073687 + Penalty 3117.064012 = -1640796.009676
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 17 (33053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123039.460000 sec): 2 clusters
  Score: Raw -4024555.837450 + Penalty 1690.953487 = -4022864.883963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123039.750000 sec): 3 clusters
  Score: Raw -4004006.508232 + Penalty 3381.906974 = -4000624.601258
  nChanged 15177
		SP:Iteration 1F (123040.130000 sec): 3 clusters
  Score: Raw -4012467.407502 + Penalty 3381.906974 = -4009085.500528
  nChanged 1301
		SP:Iteration 2Q (123040.510000 sec): 3 clusters
  Score: Raw -4012895.156710 + Penalty 3381.906974 = -4009513.249736
  nChanged 1323
		SP:Iteration 3Q (123040.890000 sec): 3 clusters
  Score: Raw -4013426.954504 + Penalty 3381.906974 = -4010045.047529
  nChanged 1429
		SP:Iteration 4Q (123041.380000 sec): 3 clusters
  Score: Raw -4014109.533966 + Penalty 3381.906974 = -4010727.626992
  nChanged 1532
		SP:Iteration 5Q (123041.790000 sec): 3 clusters
  Score: Raw -4014848.086129 + Penalty 3381.906974 = -4011466.179155
  nChanged 1612
		SP:Iteration 6Q (123042.150000 sec): 3 clusters
  Score: Raw -4015596.944405 + Penalty 3381.906974 = -4012215.037431
  nChanged 1669
		SP:Iteration 7F (123042.520000 sec): 3 clusters
  Score: Raw -4016364.344459 + Penalty 3381.906974 = -4012982.437485
  nChanged 1680
		SP:Iteration 8F (123043.020000 sec): 3 clusters
  Score: Raw -4017193.191164 + Penalty 3381.906974 = -4013811.284189
  nChanged 1679
		SP:Iteration 9F (123043.370000 sec): 3 clusters
  Score: Raw -4018051.654512 + Penalty 3381.906974 = -4014669.747538
  nChanged 1620
		SP:Iteration 10Q (123043.750000 sec): 3 clusters
  Score: Raw -4018992.445025 + Penalty 3381.906974 = -4015610.538051
  nChanged 1554
		SP:Iteration 11Q (123044.130000 sec): 3 clusters
  Score: Raw -4020010.604623 + Penalty 3381.906974 = -4016628.697648
  nChanged 1517
		SP:Iteration 12Q (123044.450000 sec): 3 clusters
  Score: Raw -4021018.441340 + Penalty 3381.906974 = -4017636.534365
  nChanged 1328
		SP:Iteration 13Q (123044.870000 sec): 3 clusters
  Score: Raw -4021838.368772 + Penalty 3381.906974 = -4018456.461798
  nChanged 1071
		SP:Iteration 14Q (123045.240000 sec): 3 clusters
  Score: Raw -4022376.315247 + Penalty 3381.906974 = -4018994.408273
  nChanged 860
		SP:Iteration 15Q (123045.610000 sec): 3 clusters
  Score: Raw -4022750.189970 + Penalty 3381.906974 = -4019368.282995
  nChanged 726
		SP:Iteration 16Q (123046.080000 sec): 3 clusters
  Score: Raw -4023076.837771 + Penalty 3381.906974 = -4019694.930797
  nChanged 667
		SP:Iteration 17Q (123046.540000 sec): 3 clusters
  Score: Raw -4023374.369311 + Penalty 3381.906974 = -4019992.462337
  nChanged 636
		SP:Iteration 18Q (123046.900000 sec): 3 clusters
  Score: Raw -4023663.098940 + Penalty 3381.906974 = -4020281.191966
  nChanged 563
		SP:Iteration 19Q (123047.380000 sec): 3 clusters
  Score: Raw -4023900.822150 + Penalty 3381.906974 = -4020518.915176
  nChanged 496
		SP:Iteration 20F (123047.760000 sec): 3 clusters
  Score: Raw -4024103.400630 + Penalty 3381.906974 = -4020721.493655
  nChanged 478
		SP:Iteration 21Q (123048.280000 sec): 3 clusters
  Score: Raw -4024298.761748 + Penalty 3381.906974 = -4020916.854774
  nChanged 439
		SP:Iteration 22Q (123048.610000 sec): 3 clusters
  Score: Raw -4024463.242084 + Penalty 3381.906974 = -4021081.335110
  nChanged 378
		SP:Iteration 23Q (123049.030000 sec): 3 clusters
  Score: Raw -4024580.417951 + Penalty 3381.906974 = -4021198.510977
  nChanged 296
		SP:Iteration 24Q (123049.370000 sec): 3 clusters
  Score: Raw -4024653.869403 + Penalty 3381.906974 = -4021271.962429
  nChanged 241
		SP:Iteration 25Q (123049.740000 sec): 3 clusters
  Score: Raw -4024708.042288 + Penalty 3381.906974 = -4021326.135314
  nChanged 204
		SP:Iteration 26Q (123050.090000 sec): 3 clusters
  Score: Raw -4024747.272519 + Penalty 3381.906974 = -4021365.365545
  nChanged 163
		SP:Iteration 27Q (123050.480000 sec): 3 clusters
  Score: Raw -4024773.090735 + Penalty 3381.906974 = -4021391.183761
  nChanged 122
		SP:Iteration 28Q (123050.850000 sec): 3 clusters
  Score: Raw -4024788.540470 + Penalty 3381.906974 = -4021406.633496
  nChanged 98
		SP:Iteration 29Q (123051.190000 sec): 3 clusters
  Score: Raw -4024799.461910 + Penalty 3381.906974 = -4021417.554935
  nChanged 67
		SP:Iteration 30Q (123051.540000 sec): 3 clusters
  Score: Raw -4024804.750558 + Penalty 3381.906974 = -4021422.843583
  nChanged 54
		SP:Iteration 31Q (123051.890000 sec): 3 clusters
  Score: Raw -4024808.928554 + Penalty 3381.906974 = -4021427.021580
  nChanged 52
		SP:Iteration 32Q (123052.270000 sec): 3 clusters
  Score: Raw -4024812.993157 + Penalty 3381.906974 = -4021431.086183
  nChanged 54
		SP:Iteration 33Q (123052.660000 sec): 3 clusters
  Score: Raw -4024816.646049 + Penalty 3381.906974 = -4021434.739074
  nChanged 38
		SP:Iteration 34Q (123053.100000 sec): 3 clusters
  Score: Raw -4024819.140746 + Penalty 3381.906974 = -4021437.233772
  nChanged 34
		SP:Iteration 35Q (123053.470000 sec): 3 clusters
  Score: Raw -4024820.727279 + Penalty 3381.906974 = -4021438.820305
  nChanged 23
		SP:Iteration 36Q (123053.810000 sec): 3 clusters
  Score: Raw -4024822.079325 + Penalty 3381.906974 = -4021440.172351
  nChanged 27
		SP:Iteration 37Q (123054.090000 sec): 3 clusters
  Score: Raw -4024823.650447 + Penalty 3381.906974 = -4021441.743473
  nChanged 26
		SP:Iteration 38Q (123054.460000 sec): 3 clusters
  Score: Raw -4024825.239993 + Penalty 3381.906974 = -4021443.333019
  nChanged 22
		SP:Iteration 39Q (123054.810000 sec): 3 clusters
  Score: Raw -4024826.737066 + Penalty 3381.906974 = -4021444.830092
  nChanged 21
		SP:Iteration 40F (123055.180000 sec): 3 clusters
  Score: Raw -4024827.850871 + Penalty 3381.906974 = -4021445.943897
  nChanged 22
		SP:Iteration 41Q (123055.570000 sec): 3 clusters
  Score: Raw -4024828.909912 + Penalty 3381.906974 = -4021447.002938
  nChanged 22
		SP:Iteration 42Q (123055.880000 sec): 3 clusters
  Score: Raw -4024830.395526 + Penalty 3381.906974 = -4021448.488552
  nChanged 32
		SP:Iteration 43Q (123056.250000 sec): 3 clusters
  Score: Raw -4024832.345673 + Penalty 3381.906974 = -4021450.438698
  nChanged 26
		SP:Iteration 44Q (123056.590000 sec): 3 clusters
  Score: Raw -4024833.862361 + Penalty 3381.906974 = -4021451.955387
  nChanged 26
		SP:Iteration 45Q (123056.960000 sec): 3 clusters
  Score: Raw -4024835.505643 + Penalty 3381.906974 = -4021453.598668
  nChanged 23
		SP:Iteration 46Q (123057.310000 sec): 3 clusters
  Score: Raw -4024836.745667 + Penalty 3381.906974 = -4021454.838693
  nChanged 24
		SP:Iteration 47Q (123057.690000 sec): 3 clusters
  Score: Raw -4024837.906194 + Penalty 3381.906974 = -4021455.999220
  nChanged 22
		SP:Iteration 48Q (123058.070000 sec): 3 clusters
  Score: Raw -4024839.011390 + Penalty 3381.906974 = -4021457.104416
  nChanged 25
		SP:Iteration 49Q (123058.460000 sec): 3 clusters
  Score: Raw -4024840.339349 + Penalty 3381.906974 = -4021458.432375
  nChanged 20
		SP:Iteration 50Q (123058.830000 sec): 3 clusters
  Score: Raw -4024841.471145 + Penalty 3381.906974 = -4021459.564171
  nChanged 16
		SP:Iteration 51Q (123059.220000 sec): 3 clusters
  Score: Raw -4024842.179778 + Penalty 3381.906974 = -4021460.272804
  nChanged 24
		SP:Iteration 52Q (123059.610000 sec): 3 clusters
  Score: Raw -4024843.271734 + Penalty 3381.906974 = -4021461.364760
  nChanged 20
		SP:Iteration 53Q (123060.000000 sec): 3 clusters
  Score: Raw -4024844.136504 + Penalty 3381.906974 = -4021462.229530
  nChanged 17
		SP:Iteration 54Q (123060.400000 sec): 3 clusters
  Score: Raw -4024845.029282 + Penalty 3381.906974 = -4021463.122307
  nChanged 19
		SP:Iteration 55Q (123060.810000 sec): 3 clusters
  Score: Raw -4024845.899696 + Penalty 3381.906974 = -4021463.992722
  nChanged 16
		SP:Iteration 56Q (123061.180000 sec): 3 clusters
  Score: Raw -4024846.788282 + Penalty 3381.906974 = -4021464.881308
  nChanged 20
		SP:Iteration 57Q (123061.520000 sec): 3 clusters
  Score: Raw -4024847.904654 + Penalty 3381.906974 = -4021465.997680
  nChanged 15
		SP:Iteration 58Q (123061.820000 sec): 3 clusters
  Score: Raw -4024848.540525 + Penalty 3381.906974 = -4021466.633551
  nChanged 11
		SP:Iteration 59Q (123062.240000 sec): 3 clusters
  Score: Raw -4024849.047341 + Penalty 3381.906974 = -4021467.140367
  nChanged 8
		SP:Iteration 60F (123062.560000 sec): 3 clusters
  Score: Raw -4024849.409160 + Penalty 3381.906974 = -4021467.502186
  nChanged 9
		SP:Iteration 61Q (123062.900000 sec): 3 clusters
  Score: Raw -4024849.912449 + Penalty 3381.906974 = -4021468.005474
  nChanged 11
		SP:Iteration 62Q (123063.280000 sec): 3 clusters
  Score: Raw -4024850.437863 + Penalty 3381.906974 = -4021468.530889
  nChanged 10
		SP:Iteration 63Q (123063.660000 sec): 3 clusters
  Score: Raw -4024851.046599 + Penalty 3381.906974 = -4021469.139625
  nChanged 11
		SP:Iteration 64Q (123064.020000 sec): 3 clusters
  Score: Raw -4024851.461388 + Penalty 3381.906974 = -4021469.554414
  nChanged 7
		SP:Iteration 65Q (123064.380000 sec): 3 clusters
  Score: Raw -4024851.778173 + Penalty 3381.906974 = -4021469.871199
  nChanged 7
		SP:Iteration 66Q (123064.800000 sec): 3 clusters
  Score: Raw -4024851.986863 + Penalty 3381.906974 = -4021470.079889
  nChanged 7
		SP:Iteration 67Q (123065.120000 sec): 3 clusters
  Score: Raw -4024852.240658 + Penalty 3381.906974 = -4021470.333684
  nChanged 9
		SP:Iteration 68Q (123065.480000 sec): 3 clusters
  Score: Raw -4024852.782768 + Penalty 3381.906974 = -4021470.875794
  nChanged 15
		SP:Iteration 69Q (123065.880000 sec): 3 clusters
  Score: Raw -4024853.717918 + Penalty 3381.906974 = -4021471.810944
  nChanged 11
		SP:Iteration 70Q (123066.340000 sec): 3 clusters
  Score: Raw -4024854.402741 + Penalty 3381.906974 = -4021472.495766
  nChanged 15
		SP:Iteration 71Q (123066.690000 sec): 3 clusters
  Score: Raw -4024855.417247 + Penalty 3381.906974 = -4021473.510273
  nChanged 22
		SP:Iteration 72Q (123067.080000 sec): 3 clusters
  Score: Raw -4024856.651234 + Penalty 3381.906974 = -4021474.744260
  nChanged 16
		SP:Iteration 73Q (123067.510000 sec): 3 clusters
  Score: Raw -4024857.578064 + Penalty 3381.906974 = -4021475.671090
  nChanged 21
		SP:Iteration 74Q (123067.870000 sec): 3 clusters
  Score: Raw -4024858.710396 + Penalty 3381.906974 = -4021476.803422
  nChanged 15
		SP:Iteration 75Q (123068.280000 sec): 3 clusters
  Score: Raw -4024859.336311 + Penalty 3381.906974 = -4021477.429337
  nChanged 12
		SP:Iteration 76Q (123068.590000 sec): 3 clusters
  Score: Raw -4024859.942050 + Penalty 3381.906974 = -4021478.035076
  nChanged 11
		SP:Iteration 77Q (123068.970000 sec): 3 clusters
  Score: Raw -4024860.486067 + Penalty 3381.906974 = -4021478.579093
  nChanged 12
		SP:Iteration 78Q (123069.280000 sec): 3 clusters
  Score: Raw -4024860.980457 + Penalty 3381.906974 = -4021479.073483
  nChanged 9
		SP:Iteration 79Q (123069.640000 sec): 3 clusters
  Score: Raw -4024861.352034 + Penalty 3381.906974 = -4021479.445060
  nChanged 9
		SP:Iteration 80F (123069.970000 sec): 3 clusters
  Score: Raw -4024861.772913 + Penalty 3381.906974 = -4021479.865939
  nChanged 11
		SP:Iteration 81Q (123070.380000 sec): 3 clusters
  Score: Raw -4024862.339025 + Penalty 3381.906974 = -4021480.432051
  nChanged 13
		SP:Iteration 82Q (123070.710000 sec): 3 clusters
  Score: Raw -4024862.856918 + Penalty 3381.906974 = -4021480.949944
  nChanged 16
		SP:Iteration 83Q (123071.050000 sec): 3 clusters
  Score: Raw -4024863.775301 + Penalty 3381.906974 = -4021481.868327
  nChanged 20
		SP:Iteration 84Q (123071.470000 sec): 3 clusters
  Score: Raw -4024864.626146 + Penalty 3381.906974 = -4021482.719172
  nChanged 9
		SP:Iteration 85Q (123071.850000 sec): 3 clusters
  Score: Raw -4024865.043552 + Penalty 3381.906974 = -4021483.136578
  nChanged 9
		SP:Iteration 86Q (123072.290000 sec): 3 clusters
  Score: Raw -4024865.262101 + Penalty 3381.906974 = -4021483.355127
  nChanged 3
		SP:Iteration 87Q (123072.630000 sec): 3 clusters
  Score: Raw -4024865.347633 + Penalty 3381.906974 = -4021483.440659
  nChanged 3
		SP:Iteration 88Q (123072.960000 sec): 3 clusters
  Score: Raw -4024865.456343 + Penalty 3381.906974 = -4021483.549369
  nChanged 3
		SP:Iteration 89Q (123073.340000 sec): 3 clusters
  Score: Raw -4024865.542073 + Penalty 3381.906974 = -4021483.635098
  nChanged 3
		SP:Iteration 90Q (123073.660000 sec): 3 clusters
  Score: Raw -4024865.668306 + Penalty 3381.906974 = -4021483.761332
  nChanged 3
		SP:Iteration 91Q (123073.970000 sec): 3 clusters
  Score: Raw -4024865.754512 + Penalty 3381.906974 = -4021483.847538
  nChanged 3
		SP:Iteration 92Q (123074.350000 sec): 3 clusters
  Score: Raw -4024865.828376 + Penalty 3381.906974 = -4021483.921402
  nChanged 1
		SP:Iteration 93Q (123074.750000 sec): 3 clusters
  Score: Raw -4024865.848778 + Penalty 3381.906974 = -4021483.941804
  nChanged 2
		SP:Iteration 94Q (123075.190000 sec): 3 clusters
  Score: Raw -4024865.937764 + Penalty 3381.906974 = -4021484.030790
  nChanged 6
		SP:Iteration 95Q (123075.590000 sec): 3 clusters
  Score: Raw -4024866.140950 + Penalty 3381.906974 = -4021484.233975
  nChanged 5
		SP:Iteration 96Q (123075.960000 sec): 3 clusters
  Score: Raw -4024866.341232 + Penalty 3381.906974 = -4021484.434258
  nChanged 5
		SP:Iteration 97Q (123076.360000 sec): 3 clusters
  Score: Raw -4024866.520599 + Penalty 3381.906974 = -4021484.613625
  nChanged 11
		SP:Iteration 98Q (123076.780000 sec): 3 clusters
  Score: Raw -4024867.078713 + Penalty 3381.906974 = -4021485.171738
  nChanged 12
		SP:Iteration 99Q (123077.150000 sec): 3 clusters
  Score: Raw -4024867.820979 + Penalty 3381.906974 = -4021485.914005
  nChanged 15
		SP:Iteration 100F (123077.530000 sec): 3 clusters
  Score: Raw -4024868.472519 + Penalty 3381.906974 = -4021486.565545
  nChanged 15
		SP:Iteration 101Q (123077.900000 sec): 3 clusters
  Score: Raw -4024869.171624 + Penalty 3381.906974 = -4021487.264650
  nChanged 18
		SP:Iteration 102Q (123078.320000 sec): 3 clusters
  Score: Raw -4024870.022688 + Penalty 3381.906974 = -4021488.115714
  nChanged 20
		SP:Iteration 103Q (123078.650000 sec): 3 clusters
  Score: Raw -4024870.993569 + Penalty 3381.906974 = -4021489.086595
  nChanged 18
		SP:Iteration 104Q (123079.000000 sec): 3 clusters
  Score: Raw -4024871.800275 + Penalty 3381.906974 = -4021489.893301
  nChanged 11
		SP:Iteration 105Q (123079.320000 sec): 3 clusters
  Score: Raw -4024872.222308 + Penalty 3381.906974 = -4021490.315334
  nChanged 2
		SP:Iteration 106Q (123079.620000 sec): 3 clusters
  Score: Raw -4024872.291517 + Penalty 3381.906974 = -4021490.384543
  nChanged 2
		SP:Iteration 107Q (123079.970000 sec): 3 clusters
  Score: Raw -4024872.364004 + Penalty 3381.906974 = -4021490.457030
  nChanged 0
		SP:Iteration 108F (123080.360000 sec): 3 clusters
  Score: Raw -4024872.364004 + Penalty 3381.906974 = -4021490.457030
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 18 (16686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123080.520000 sec): 2 clusters
  Score: Raw -1817009.556526 + Penalty 1579.877865 = -1815429.678661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123080.830000 sec): 3 clusters
  Score: Raw -1807195.363980 + Penalty 3159.755730 = -1804035.608250
  nChanged 7441
		SP:Iteration 1F (123081.140000 sec): 3 clusters
  Score: Raw -1811531.643046 + Penalty 3159.755730 = -1808371.887315
  nChanged 1128
		SP:Iteration 2F (123081.370000 sec): 3 clusters
  Score: Raw -1812242.968974 + Penalty 3159.755730 = -1809083.213244
  nChanged 1145
		SP:Iteration 3F (123081.690000 sec): 3 clusters
  Score: Raw -1812979.132515 + Penalty 3159.755730 = -1809819.376785
  nChanged 1061
		SP:Iteration 4F (123082.000000 sec): 3 clusters
  Score: Raw -1813619.175622 + Penalty 3159.755730 = -1810459.419892
  nChanged 945
		SP:Iteration 5F (123082.300000 sec): 3 clusters
  Score: Raw -1814144.062919 + Penalty 3159.755730 = -1810984.307189
  nChanged 805
		SP:Iteration 6Q (123082.560000 sec): 3 clusters
  Score: Raw -1814518.252019 + Penalty 3159.755730 = -1811358.496288
  nChanged 664
		SP:Iteration 7Q (123082.830000 sec): 3 clusters
  Score: Raw -1814785.416832 + Penalty 3159.755730 = -1811625.661101
  nChanged 555
		SP:Iteration 8Q (123083.130000 sec): 3 clusters
  Score: Raw -1814999.455221 + Penalty 3159.755730 = -1811839.699491
  nChanged 468
		SP:Iteration 9Q (123083.430000 sec): 3 clusters
  Score: Raw -1815177.593519 + Penalty 3159.755730 = -1812017.837789
  nChanged 404
		SP:Iteration 10Q (123083.740000 sec): 3 clusters
  Score: Raw -1815336.647573 + Penalty 3159.755730 = -1812176.891843
  nChanged 383
		SP:Iteration 11Q (123083.980000 sec): 3 clusters
  Score: Raw -1815486.198216 + Penalty 3159.755730 = -1812326.442486
  nChanged 347
		SP:Iteration 12Q (123084.240000 sec): 3 clusters
  Score: Raw -1815637.919197 + Penalty 3159.755730 = -1812478.163466
  nChanged 339
		SP:Iteration 13Q (123084.540000 sec): 3 clusters
  Score: Raw -1815801.124840 + Penalty 3159.755730 = -1812641.369110
  nChanged 332
		SP:Iteration 14Q (123084.840000 sec): 3 clusters
  Score: Raw -1815963.606815 + Penalty 3159.755730 = -1812803.851085
  nChanged 336
		SP:Iteration 15Q (123085.110000 sec): 3 clusters
  Score: Raw -1816125.276390 + Penalty 3159.755730 = -1812965.520660
  nChanged 319
		SP:Iteration 16Q (123085.390000 sec): 3 clusters
  Score: Raw -1816262.096630 + Penalty 3159.755730 = -1813102.340900
  nChanged 282
		SP:Iteration 17Q (123085.680000 sec): 3 clusters
  Score: Raw -1816380.512660 + Penalty 3159.755730 = -1813220.756930
  nChanged 282
		SP:Iteration 18Q (123085.960000 sec): 3 clusters
  Score: Raw -1816496.780867 + Penalty 3159.755730 = -1813337.025137
  nChanged 237
		SP:Iteration 19Q (123086.300000 sec): 3 clusters
  Score: Raw -1816596.570405 + Penalty 3159.755730 = -1813436.814675
  nChanged 231
		SP:Iteration 20F (123086.580000 sec): 3 clusters
  Score: Raw -1816693.006629 + Penalty 3159.755730 = -1813533.250899
  nChanged 237
		SP:Iteration 21Q (123086.940000 sec): 3 clusters
  Score: Raw -1816790.665435 + Penalty 3159.755730 = -1813630.909705
  nChanged 207
		SP:Iteration 22Q (123087.220000 sec): 3 clusters
  Score: Raw -1816868.480656 + Penalty 3159.755730 = -1813708.724926
  nChanged 183
		SP:Iteration 23Q (123087.490000 sec): 3 clusters
  Score: Raw -1816932.125583 + Penalty 3159.755730 = -1813772.369853
  nChanged 156
		SP:Iteration 24Q (123087.830000 sec): 3 clusters
  Score: Raw -1816983.323453 + Penalty 3159.755730 = -1813823.567723
  nChanged 138
		SP:Iteration 25Q (123088.070000 sec): 3 clusters
  Score: Raw -1817029.355692 + Penalty 3159.755730 = -1813869.599962
  nChanged 136
		SP:Iteration 26Q (123088.380000 sec): 3 clusters
  Score: Raw -1817074.846786 + Penalty 3159.755730 = -1813915.091056
  nChanged 101
		SP:Iteration 27Q (123088.640000 sec): 3 clusters
  Score: Raw -1817104.714232 + Penalty 3159.755730 = -1813944.958502
  nChanged 90
		SP:Iteration 28Q (123088.910000 sec): 3 clusters
  Score: Raw -1817131.674615 + Penalty 3159.755730 = -1813971.918885
  nChanged 92
		SP:Iteration 29Q (123089.200000 sec): 3 clusters
  Score: Raw -1817159.900313 + Penalty 3159.755730 = -1814000.144583
  nChanged 81
		SP:Iteration 30Q (123089.460000 sec): 3 clusters
  Score: Raw -1817187.717490 + Penalty 3159.755730 = -1814027.961760
  nChanged 87
		SP:Iteration 31Q (123089.750000 sec): 3 clusters
  Score: Raw -1817218.751425 + Penalty 3159.755730 = -1814058.995695
  nChanged 86
		SP:Iteration 32Q (123089.970000 sec): 3 clusters
  Score: Raw -1817249.073458 + Penalty 3159.755730 = -1814089.317728
  nChanged 82
		SP:Iteration 33Q (123090.250000 sec): 3 clusters
  Score: Raw -1817280.318677 + Penalty 3159.755730 = -1814120.562947
  nChanged 84
		SP:Iteration 34Q (123090.490000 sec): 3 clusters
  Score: Raw -1817312.103330 + Penalty 3159.755730 = -1814152.347600
  nChanged 72
		SP:Iteration 35Q (123090.790000 sec): 3 clusters
  Score: Raw -1817336.121597 + Penalty 3159.755730 = -1814176.365867
  nChanged 56
		SP:Iteration 36Q (123091.020000 sec): 3 clusters
  Score: Raw -1817356.455459 + Penalty 3159.755730 = -1814196.699728
  nChanged 41
		SP:Iteration 37Q (123091.300000 sec): 3 clusters
  Score: Raw -1817372.952044 + Penalty 3159.755730 = -1814213.196314
  nChanged 44
		SP:Iteration 38Q (123091.610000 sec): 3 clusters
  Score: Raw -1817389.260029 + Penalty 3159.755730 = -1814229.504298
  nChanged 46
		SP:Iteration 39Q (123091.870000 sec): 3 clusters
  Score: Raw -1817407.691693 + Penalty 3159.755730 = -1814247.935963
  nChanged 49
		SP:Iteration 40F (123092.150000 sec): 3 clusters
  Score: Raw -1817422.550236 + Penalty 3159.755730 = -1814262.794506
  nChanged 31
		SP:Iteration 41Q (123092.420000 sec): 3 clusters
  Score: Raw -1817431.848677 + Penalty 3159.755730 = -1814272.092947
  nChanged 26
		SP:Iteration 42Q (123092.680000 sec): 3 clusters
  Score: Raw -1817438.475276 + Penalty 3159.755730 = -1814278.719546
  nChanged 24
		SP:Iteration 43Q (123093.000000 sec): 3 clusters
  Score: Raw -1817445.695351 + Penalty 3159.755730 = -1814285.939621
  nChanged 21
		SP:Iteration 44Q (123093.330000 sec): 3 clusters
  Score: Raw -1817452.836119 + Penalty 3159.755730 = -1814293.080389
  nChanged 22
		SP:Iteration 45Q (123093.590000 sec): 3 clusters
  Score: Raw -1817459.372475 + Penalty 3159.755730 = -1814299.616745
  nChanged 13
		SP:Iteration 46Q (123093.820000 sec): 3 clusters
  Score: Raw -1817462.356134 + Penalty 3159.755730 = -1814302.600404
  nChanged 9
		SP:Iteration 47Q (123094.120000 sec): 3 clusters
  Score: Raw -1817464.921798 + Penalty 3159.755730 = -1814305.166068
  nChanged 10
		SP:Iteration 48Q (123094.420000 sec): 3 clusters
  Score: Raw -1817468.432859 + Penalty 3159.755730 = -1814308.677129
  nChanged 9
		SP:Iteration 49Q (123094.770000 sec): 3 clusters
  Score: Raw -1817470.678997 + Penalty 3159.755730 = -1814310.923266
  nChanged 12
		SP:Iteration 50Q (123095.040000 sec): 3 clusters
  Score: Raw -1817473.349638 + Penalty 3159.755730 = -1814313.593908
  nChanged 10
		SP:Iteration 51Q (123095.320000 sec): 3 clusters
  Score: Raw -1817476.513238 + Penalty 3159.755730 = -1814316.757508
  nChanged 11
		SP:Iteration 52Q (123095.610000 sec): 3 clusters
  Score: Raw -1817479.548463 + Penalty 3159.755730 = -1814319.792733
  nChanged 9
		SP:Iteration 53Q (123095.840000 sec): 3 clusters
  Score: Raw -1817481.237384 + Penalty 3159.755730 = -1814321.481653
  nChanged 8
		SP:Iteration 54Q (123096.160000 sec): 3 clusters
  Score: Raw -1817483.060207 + Penalty 3159.755730 = -1814323.304477
  nChanged 10
		SP:Iteration 55Q (123096.440000 sec): 3 clusters
  Score: Raw -1817485.510190 + Penalty 3159.755730 = -1814325.754460
  nChanged 7
		SP:Iteration 56Q (123096.690000 sec): 3 clusters
  Score: Raw -1817487.442019 + Penalty 3159.755730 = -1814327.686289
  nChanged 6
		SP:Iteration 57Q (123096.970000 sec): 3 clusters
  Score: Raw -1817489.277878 + Penalty 3159.755730 = -1814329.522148
  nChanged 7
		SP:Iteration 58Q (123097.210000 sec): 3 clusters
  Score: Raw -1817490.768927 + Penalty 3159.755730 = -1814331.013197
  nChanged 0
		SP:Iteration 59F (123097.560000 sec): 3 clusters
  Score: Raw -1817490.768927 + Penalty 3159.755730 = -1814331.013197
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 19 (4028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123097.650000 sec): 2 clusters
  Score: Raw -501090.444065 + Penalty 1348.916604 = -499741.527461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123097.890000 sec): 3 clusters
  Score: Raw -499096.044583 + Penalty 2697.833207 = -496398.211375
  nChanged 1515
		SP:Iteration 1F (123098.110000 sec): 3 clusters
  Score: Raw -499939.301783 + Penalty 2697.833207 = -497241.468575
  nChanged 312
		SP:Iteration 2F (123098.310000 sec): 3 clusters
  Score: Raw -500126.130938 + Penalty 2697.833207 = -497428.297731
  nChanged 240
		SP:Iteration 3F (123098.590000 sec): 3 clusters
  Score: Raw -500264.862462 + Penalty 2697.833207 = -497567.029255
  nChanged 204
		SP:Iteration 4F (123098.750000 sec): 3 clusters
  Score: Raw -500399.923284 + Penalty 2697.833207 = -497702.090077
  nChanged 182
		SP:Iteration 5Q (123098.940000 sec): 3 clusters
  Score: Raw -500519.486631 + Penalty 2697.833207 = -497821.653424
  nChanged 169
		SP:Iteration 6Q (123099.170000 sec): 3 clusters
  Score: Raw -500622.580839 + Penalty 2697.833207 = -497924.747631
  nChanged 137
		SP:Iteration 7Q (123099.330000 sec): 3 clusters
  Score: Raw -500700.409116 + Penalty 2697.833207 = -498002.575908
  nChanged 121
		SP:Iteration 8Q (123099.500000 sec): 3 clusters
  Score: Raw -500768.275503 + Penalty 2697.833207 = -498070.442296
  nChanged 99
		SP:Iteration 9Q (123099.690000 sec): 3 clusters
  Score: Raw -500810.364516 + Penalty 2697.833207 = -498112.531308
  nChanged 65
		SP:Iteration 10Q (123099.860000 sec): 3 clusters
  Score: Raw -500840.321241 + Penalty 2697.833207 = -498142.488033
  nChanged 62
		SP:Iteration 11Q (123100.090000 sec): 3 clusters
  Score: Raw -500867.493742 + Penalty 2697.833207 = -498169.660535
  nChanged 56
		SP:Iteration 12Q (123100.270000 sec): 3 clusters
  Score: Raw -500894.859970 + Penalty 2697.833207 = -498197.026763
  nChanged 62
		SP:Iteration 13Q (123100.510000 sec): 3 clusters
  Score: Raw -500923.868954 + Penalty 2697.833207 = -498226.035747
  nChanged 47
		SP:Iteration 14Q (123100.710000 sec): 3 clusters
  Score: Raw -500946.780628 + Penalty 2697.833207 = -498248.947420
  nChanged 44
		SP:Iteration 15Q (123100.870000 sec): 3 clusters
  Score: Raw -500966.979470 + Penalty 2697.833207 = -498269.146263
  nChanged 37
		SP:Iteration 16Q (123100.990000 sec): 3 clusters
  Score: Raw -500986.776479 + Penalty 2697.833207 = -498288.943271
  nChanged 39
		SP:Iteration 17Q (123101.180000 sec): 3 clusters
  Score: Raw -501009.150712 + Penalty 2697.833207 = -498311.317505
  nChanged 28
		SP:Iteration 18Q (123101.360000 sec): 3 clusters
  Score: Raw -501025.818481 + Penalty 2697.833207 = -498327.985273
  nChanged 32
		SP:Iteration 19Q (123101.520000 sec): 3 clusters
  Score: Raw -501044.037400 + Penalty 2697.833207 = -498346.204192
  nChanged 31
		SP:Iteration 20F (123101.700000 sec): 3 clusters
  Score: Raw -501060.205047 + Penalty 2697.833207 = -498362.371840
  nChanged 27
		SP:Iteration 21Q (123101.850000 sec): 3 clusters
  Score: Raw -501079.467735 + Penalty 2697.833207 = -498381.634528
  nChanged 30
		SP:Iteration 22Q (123102.010000 sec): 3 clusters
  Score: Raw -501096.362955 + Penalty 2697.833207 = -498398.529747
  nChanged 29
		SP:Iteration 23Q (123102.170000 sec): 3 clusters
  Score: Raw -501113.034580 + Penalty 2697.833207 = -498415.201372
  nChanged 26
		SP:Iteration 24Q (123102.360000 sec): 3 clusters
  Score: Raw -501126.395949 + Penalty 2697.833207 = -498428.562742
  nChanged 22
		SP:Iteration 25Q (123102.490000 sec): 3 clusters
  Score: Raw -501138.466483 + Penalty 2697.833207 = -498440.633275
  nChanged 21
		SP:Iteration 26Q (123102.670000 sec): 3 clusters
  Score: Raw -501150.487296 + Penalty 2697.833207 = -498452.654088
  nChanged 22
		SP:Iteration 27Q (123102.820000 sec): 3 clusters
  Score: Raw -501166.828320 + Penalty 2697.833207 = -498468.995112
  nChanged 27
		SP:Iteration 28Q (123102.960000 sec): 3 clusters
  Score: Raw -501189.092421 + Penalty 2697.833207 = -498491.259214
  nChanged 23
		SP:Iteration 29Q (123103.110000 sec): 3 clusters
  Score: Raw -501205.049123 + Penalty 2697.833207 = -498507.215915
  nChanged 14
		SP:Iteration 30Q (123103.300000 sec): 3 clusters
  Score: Raw -501216.275902 + Penalty 2697.833207 = -498518.442694
  nChanged 12
		SP:Iteration 31Q (123103.430000 sec): 3 clusters
  Score: Raw -501224.972387 + Penalty 2697.833207 = -498527.139179
  nChanged 7
		SP:Iteration 32Q (123103.610000 sec): 3 clusters
  Score: Raw -501230.054113 + Penalty 2697.833207 = -498532.220906
  nChanged 7
		SP:Iteration 33Q (123103.830000 sec): 3 clusters
  Score: Raw -501233.695096 + Penalty 2697.833207 = -498535.861888
  nChanged 4
		SP:Iteration 34Q (123104.010000 sec): 3 clusters
  Score: Raw -501235.826031 + Penalty 2697.833207 = -498537.992824
  nChanged 2
		SP:Iteration 35Q (123104.300000 sec): 3 clusters
  Score: Raw -501237.049475 + Penalty 2697.833207 = -498539.216267
  nChanged 5
		SP:Iteration 36Q (123104.450000 sec): 3 clusters
  Score: Raw -501240.871745 + Penalty 2697.833207 = -498543.038537
  nChanged 8
		SP:Iteration 37Q (123104.660000 sec): 3 clusters
  Score: Raw -501245.852412 + Penalty 2697.833207 = -498548.019204
  nChanged 6
		SP:Iteration 38Q (123104.870000 sec): 3 clusters
  Score: Raw -501248.677728 + Penalty 2697.833207 = -498550.844521
  nChanged 3
		SP:Iteration 39Q (123105.070000 sec): 3 clusters
  Score: Raw -501249.852026 + Penalty 2697.833207 = -498552.018819
  nChanged 0
		SP:Iteration 40F (123105.310000 sec): 3 clusters
  Score: Raw -501249.852026 + Penalty 2697.833207 = -498552.018819
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 20 (14354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123105.460000 sec): 2 clusters
  Score: Raw -1578887.131000 + Penalty 1555.414888 = -1577331.716112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123105.700000 sec): 3 clusters
  Score: Raw -1570465.180038 + Penalty 3110.829777 = -1567354.350261
  nChanged 6404
		SP:Iteration 1F (123105.980000 sec): 3 clusters
  Score: Raw -1574083.244668 + Penalty 3110.829777 = -1570972.414891
  nChanged 952
		SP:Iteration 2F (123106.270000 sec): 3 clusters
  Score: Raw -1574587.008197 + Penalty 3110.829777 = -1571476.178420
  nChanged 930
		SP:Iteration 3F (123106.500000 sec): 3 clusters
  Score: Raw -1575146.008267 + Penalty 3110.829777 = -1572035.178491
  nChanged 970
		SP:Iteration 4F (123106.800000 sec): 3 clusters
  Score: Raw -1575834.585279 + Penalty 3110.829777 = -1572723.755503
  nChanged 1008
		SP:Iteration 5F (123107.100000 sec): 3 clusters
  Score: Raw -1576651.872796 + Penalty 3110.829777 = -1573541.043019
  nChanged 890
		SP:Iteration 6F (123107.370000 sec): 3 clusters
  Score: Raw -1577412.527632 + Penalty 3110.829777 = -1574301.697856
  nChanged 679
		SP:Iteration 7Q (123107.680000 sec): 3 clusters
  Score: Raw -1577995.645055 + Penalty 3110.829777 = -1574884.815279
  nChanged 458
		SP:Iteration 8Q (123108.010000 sec): 3 clusters
  Score: Raw -1578378.702169 + Penalty 3110.829777 = -1575267.872392
  nChanged 303
		SP:Iteration 9Q (123108.220000 sec): 3 clusters
  Score: Raw -1578627.695669 + Penalty 3110.829777 = -1575516.865893
  nChanged 192
		SP:Iteration 10Q (123108.590000 sec): 3 clusters
  Score: Raw -1578778.975112 + Penalty 3110.829777 = -1575668.145335
  nChanged 122
		SP:Iteration 11Q (123108.890000 sec): 3 clusters
  Score: Raw -1578876.107301 + Penalty 3110.829777 = -1575765.277524
  nChanged 78
		SP:Iteration 12Q (123109.200000 sec): 3 clusters
  Score: Raw -1578937.921272 + Penalty 3110.829777 = -1575827.091496
  nChanged 62
		SP:Iteration 13Q (123109.430000 sec): 3 clusters
  Score: Raw -1578986.733132 + Penalty 3110.829777 = -1575875.903355
  nChanged 47
		SP:Iteration 14Q (123109.710000 sec): 3 clusters
  Score: Raw -1579023.719515 + Penalty 3110.829777 = -1575912.889739
  nChanged 33
		SP:Iteration 15Q (123110.000000 sec): 3 clusters
  Score: Raw -1579046.708782 + Penalty 3110.829777 = -1575935.879005
  nChanged 18
		SP:Iteration 16Q (123110.290000 sec): 3 clusters
  Score: Raw -1579059.071756 + Penalty 3110.829777 = -1575948.241979
  nChanged 19
		SP:Iteration 17Q (123110.530000 sec): 3 clusters
  Score: Raw -1579073.941502 + Penalty 3110.829777 = -1575963.111725
  nChanged 17
		SP:Iteration 18Q (123110.810000 sec): 3 clusters
  Score: Raw -1579088.950779 + Penalty 3110.829777 = -1575978.121003
  nChanged 22
		SP:Iteration 19Q (123111.050000 sec): 3 clusters
  Score: Raw -1579106.595405 + Penalty 3110.829777 = -1575995.765628
  nChanged 23
		SP:Iteration 20F (123111.280000 sec): 3 clusters
  Score: Raw -1579121.556191 + Penalty 3110.829777 = -1576010.726414
  nChanged 12
		SP:Iteration 21Q (123111.530000 sec): 3 clusters
  Score: Raw -1579128.025398 + Penalty 3110.829777 = -1576017.195622
  nChanged 14
		SP:Iteration 22Q (123111.740000 sec): 3 clusters
  Score: Raw -1579137.435874 + Penalty 3110.829777 = -1576026.606097
  nChanged 8
		SP:Iteration 23Q (123111.940000 sec): 3 clusters
  Score: Raw -1579140.859069 + Penalty 3110.829777 = -1576030.029293
  nChanged 1
		SP:Iteration 24Q (123112.160000 sec): 3 clusters
  Score: Raw -1579141.931324 + Penalty 3110.829777 = -1576031.101548
  nChanged 1
		SP:Iteration 25Q (123112.340000 sec): 3 clusters
  Score: Raw -1579142.229844 + Penalty 3110.829777 = -1576031.400067
  nChanged 1
		SP:Iteration 26Q (123112.540000 sec): 3 clusters
  Score: Raw -1579142.601795 + Penalty 3110.829777 = -1576031.772018
  nChanged 3
		SP:Iteration 27Q (123112.770000 sec): 3 clusters
  Score: Raw -1579143.779788 + Penalty 3110.829777 = -1576032.950011
  nChanged 4
		SP:Iteration 28Q (123112.950000 sec): 3 clusters
  Score: Raw -1579146.083964 + Penalty 3110.829777 = -1576035.254187
  nChanged 3
		SP:Iteration 29Q (123113.200000 sec): 3 clusters
  Score: Raw -1579148.315740 + Penalty 3110.829777 = -1576037.485963
  nChanged 5
		SP:Iteration 30Q (123113.510000 sec): 3 clusters
  Score: Raw -1579151.103228 + Penalty 3110.829777 = -1576040.273452
  nChanged 1
		SP:Iteration 31Q (123113.720000 sec): 3 clusters
  Score: Raw -1579152.834224 + Penalty 3110.829777 = -1576042.004447
  nChanged 3
		SP:Iteration 32Q (123114.030000 sec): 3 clusters
  Score: Raw -1579155.668695 + Penalty 3110.829777 = -1576044.838918
  nChanged 2
		SP:Iteration 33Q (123114.210000 sec): 3 clusters
  Score: Raw -1579157.715568 + Penalty 3110.829777 = -1576046.885792
  nChanged 5
		SP:Iteration 34Q (123114.470000 sec): 3 clusters
  Score: Raw -1579160.399505 + Penalty 3110.829777 = -1576049.569728
  nChanged 3
		SP:Iteration 35Q (123114.710000 sec): 3 clusters
  Score: Raw -1579163.859102 + Penalty 3110.829777 = -1576053.029325
  nChanged 3
		SP:Iteration 36Q (123114.990000 sec): 3 clusters
  Score: Raw -1579167.856760 + Penalty 3110.829777 = -1576057.026983
  nChanged 5
		SP:Iteration 37Q (123115.250000 sec): 3 clusters
  Score: Raw -1579171.047356 + Penalty 3110.829777 = -1576060.217579
  nChanged 0
		SP:Iteration 38F (123115.530000 sec): 3 clusters
  Score: Raw -1579171.047356 + Penalty 3110.829777 = -1576060.217579
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 21 (1039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123115.590000 sec): 2 clusters
  Score: Raw -100056.556773 + Penalty 1128.727274 = -98927.829499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123115.770000 sec): 3 clusters
  Score: Raw -99743.926889 + Penalty 2257.454547 = -97486.472341
  nChanged 313
		SP:Iteration 1F (123116.030000 sec): 3 clusters
  Score: Raw -100031.311313 + Penalty 2257.454547 = -97773.856766
  nChanged 90
		SP:Iteration 2F (123116.190000 sec): 3 clusters
  Score: Raw -100135.414996 + Penalty 2257.454547 = -97877.960449
  nChanged 56
		SP:Iteration 3F (123116.410000 sec): 3 clusters
  Score: Raw -100206.051200 + Penalty 2257.454547 = -97948.596653
  nChanged 33
		SP:Iteration 4Q (123116.620000 sec): 3 clusters
  Score: Raw -100237.718605 + Penalty 2257.454547 = -97980.264058
  nChanged 24
		SP:Iteration 5Q (123116.780000 sec): 3 clusters
  Score: Raw -100268.066528 + Penalty 2257.454547 = -98010.611980
  nChanged 23
		SP:Iteration 6Q (123116.970000 sec): 3 clusters
  Score: Raw -100286.544086 + Penalty 2257.454547 = -98029.089539
  nChanged 19
		SP:Iteration 7Q (123117.170000 sec): 3 clusters
  Score: Raw -100300.468892 + Penalty 2257.454547 = -98043.014345
  nChanged 5
		SP:Iteration 8Q (123117.380000 sec): 3 clusters
  Score: Raw -100308.360417 + Penalty 2257.454547 = -98050.905870
  nChanged 11
		SP:Iteration 9Q (123117.550000 sec): 3 clusters
  Score: Raw -100319.958016 + Penalty 2257.454547 = -98062.503469
  nChanged 9
		SP:Iteration 10Q (123117.740000 sec): 3 clusters
  Score: Raw -100327.473558 + Penalty 2257.454547 = -98070.019011
  nChanged 8
		SP:Iteration 11Q (123117.930000 sec): 3 clusters
  Score: Raw -100331.957087 + Penalty 2257.454547 = -98074.502540
  nChanged 7
		SP:Iteration 12Q (123118.050000 sec): 3 clusters
  Score: Raw -100335.357786 + Penalty 2257.454547 = -98077.903239
  nChanged 6
		SP:Iteration 13Q (123118.170000 sec): 3 clusters
  Score: Raw -100339.344746 + Penalty 2257.454547 = -98081.890198
  nChanged 4
		SP:Iteration 14Q (123118.360000 sec): 3 clusters
  Score: Raw -100343.017773 + Penalty 2257.454547 = -98085.563226
  nChanged 5
		SP:Iteration 15Q (123118.600000 sec): 3 clusters
  Score: Raw -100346.837045 + Penalty 2257.454547 = -98089.382498
  nChanged 6
		SP:Iteration 16Q (123118.800000 sec): 3 clusters
  Score: Raw -100351.350825 + Penalty 2257.454547 = -98093.896278
  nChanged 9
		SP:Iteration 17Q (123118.990000 sec): 3 clusters
  Score: Raw -100359.428167 + Penalty 2257.454547 = -98101.973620
  nChanged 2
		SP:Iteration 18Q (123119.200000 sec): 3 clusters
  Score: Raw -100360.996633 + Penalty 2257.454547 = -98103.542086
  nChanged 1
		SP:Iteration 19Q (123119.450000 sec): 3 clusters
  Score: Raw -100361.311800 + Penalty 2257.454547 = -98103.857253
  nChanged 1
		SP:Iteration 20F (123119.620000 sec): 3 clusters
  Score: Raw -100361.662166 + Penalty 2257.454547 = -98104.207619
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 22 (30517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123119.930000 sec): 2 clusters
  Score: Raw -3179595.382896 + Penalty 1677.981367 = -3177917.401529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123120.290000 sec): 3 clusters
  Score: Raw -3160754.134611 + Penalty 3355.962735 = -3157398.171876
  nChanged 14121
		SP:Iteration 1F (123120.650000 sec): 3 clusters
  Score: Raw -3168689.582476 + Penalty 3355.962735 = -3165333.619741
  nChanged 1793
		SP:Iteration 2F (123121.090000 sec): 3 clusters
  Score: Raw -3169497.827968 + Penalty 3355.962735 = -3166141.865233
  nChanged 1806
		SP:Iteration 3F (123121.430000 sec): 3 clusters
  Score: Raw -3170415.902772 + Penalty 3355.962735 = -3167059.940037
  nChanged 1914
		SP:Iteration 4F (123121.810000 sec): 3 clusters
  Score: Raw -3171453.461786 + Penalty 3355.962735 = -3168097.499051
  nChanged 1829
		SP:Iteration 5F (123122.130000 sec): 3 clusters
  Score: Raw -3172476.485568 + Penalty 3355.962735 = -3169120.522833
  nChanged 1733
		SP:Iteration 6F (123122.550000 sec): 3 clusters
  Score: Raw -3173443.189309 + Penalty 3355.962735 = -3170087.226574
  nChanged 1511
		SP:Iteration 7Q (123122.890000 sec): 3 clusters
  Score: Raw -3174302.530620 + Penalty 3355.962735 = -3170946.567885
  nChanged 1339
		SP:Iteration 8Q (123123.260000 sec): 3 clusters
  Score: Raw -3175043.045036 + Penalty 3355.962735 = -3171687.082301
  nChanged 1212
		SP:Iteration 9Q (123123.640000 sec): 3 clusters
  Score: Raw -3175673.812221 + Penalty 3355.962735 = -3172317.849486
  nChanged 984
		SP:Iteration 10Q (123124.030000 sec): 3 clusters
  Score: Raw -3176194.945701 + Penalty 3355.962735 = -3172838.982966
  nChanged 882
		SP:Iteration 11Q (123124.340000 sec): 3 clusters
  Score: Raw -3176649.687719 + Penalty 3355.962735 = -3173293.724984
  nChanged 736
		SP:Iteration 12Q (123124.720000 sec): 3 clusters
  Score: Raw -3177025.732479 + Penalty 3355.962735 = -3173669.769744
  nChanged 694
		SP:Iteration 13Q (123125.040000 sec): 3 clusters
  Score: Raw -3177346.528860 + Penalty 3355.962735 = -3173990.566125
  nChanged 605
		SP:Iteration 14Q (123125.430000 sec): 3 clusters
  Score: Raw -3177621.778551 + Penalty 3355.962735 = -3174265.815816
  nChanged 549
		SP:Iteration 15Q (123125.730000 sec): 3 clusters
  Score: Raw -3177871.480885 + Penalty 3355.962735 = -3174515.518150
  nChanged 551
		SP:Iteration 16Q (123126.070000 sec): 3 clusters
  Score: Raw -3178113.317369 + Penalty 3355.962735 = -3174757.354634
  nChanged 494
		SP:Iteration 17Q (123126.500000 sec): 3 clusters
  Score: Raw -3178339.628584 + Penalty 3355.962735 = -3174983.665849
  nChanged 480
		SP:Iteration 18Q (123126.830000 sec): 3 clusters
  Score: Raw -3178559.739665 + Penalty 3355.962735 = -3175203.776930
  nChanged 476
		SP:Iteration 19Q (123127.260000 sec): 3 clusters
  Score: Raw -3178785.065025 + Penalty 3355.962735 = -3175429.102290
  nChanged 410
		SP:Iteration 20F (123127.620000 sec): 3 clusters
  Score: Raw -3178976.511412 + Penalty 3355.962735 = -3175620.548678
  nChanged 360
		SP:Iteration 21Q (123127.930000 sec): 3 clusters
  Score: Raw -3179162.522044 + Penalty 3355.962735 = -3175806.559309
  nChanged 319
		SP:Iteration 22Q (123128.240000 sec): 3 clusters
  Score: Raw -3179318.184597 + Penalty 3355.962735 = -3175962.221862
  nChanged 262
		SP:Iteration 23Q (123128.580000 sec): 3 clusters
  Score: Raw -3179447.724853 + Penalty 3355.962735 = -3176091.762118
  nChanged 240
		SP:Iteration 24Q (123128.890000 sec): 3 clusters
  Score: Raw -3179562.561606 + Penalty 3355.962735 = -3176206.598871
  nChanged 189
		SP:Iteration 25Q (123129.200000 sec): 3 clusters
  Score: Raw -3179651.308740 + Penalty 3355.962735 = -3176295.346005
  nChanged 143
		SP:Iteration 26Q (123129.580000 sec): 3 clusters
  Score: Raw -3179717.204432 + Penalty 3355.962735 = -3176361.241697
  nChanged 114
		SP:Iteration 27Q (123129.920000 sec): 3 clusters
  Score: Raw -3179765.789206 + Penalty 3355.962735 = -3176409.826471
  nChanged 86
		SP:Iteration 28Q (123130.390000 sec): 3 clusters
  Score: Raw -3179795.856964 + Penalty 3355.962735 = -3176439.894229
  nChanged 62
		SP:Iteration 29Q (123130.700000 sec): 3 clusters
  Score: Raw -3179814.394655 + Penalty 3355.962735 = -3176458.431920
  nChanged 48
		SP:Iteration 30Q (123131.000000 sec): 3 clusters
  Score: Raw -3179830.934758 + Penalty 3355.962735 = -3176474.972024
  nChanged 49
		SP:Iteration 31Q (123131.340000 sec): 3 clusters
  Score: Raw -3179847.218540 + Penalty 3355.962735 = -3176491.255805
  nChanged 37
		SP:Iteration 32Q (123131.720000 sec): 3 clusters
  Score: Raw -3179862.930924 + Penalty 3355.962735 = -3176506.968189
  nChanged 41
		SP:Iteration 33Q (123132.050000 sec): 3 clusters
  Score: Raw -3179881.436790 + Penalty 3355.962735 = -3176525.474055
  nChanged 37
		SP:Iteration 34Q (123132.330000 sec): 3 clusters
  Score: Raw -3179896.389584 + Penalty 3355.962735 = -3176540.426849
  nChanged 23
		SP:Iteration 35Q (123132.660000 sec): 3 clusters
  Score: Raw -3179905.641482 + Penalty 3355.962735 = -3176549.678747
  nChanged 18
		SP:Iteration 36Q (123133.040000 sec): 3 clusters
  Score: Raw -3179911.686318 + Penalty 3355.962735 = -3176555.723583
  nChanged 15
		SP:Iteration 37Q (123133.340000 sec): 3 clusters
  Score: Raw -3179915.680084 + Penalty 3355.962735 = -3176559.717349
  nChanged 14
		SP:Iteration 38Q (123133.640000 sec): 3 clusters
  Score: Raw -3179921.176564 + Penalty 3355.962735 = -3176565.213829
  nChanged 10
		SP:Iteration 39Q (123133.970000 sec): 3 clusters
  Score: Raw -3179923.983548 + Penalty 3355.962735 = -3176568.020813
  nChanged 9
		SP:Iteration 40F (123134.280000 sec): 3 clusters
  Score: Raw -3179926.351375 + Penalty 3355.962735 = -3176570.388640
  nChanged 5
		SP:Iteration 41Q (123134.650000 sec): 3 clusters
  Score: Raw -3179928.343174 + Penalty 3355.962735 = -3176572.380439
  nChanged 3
		SP:Iteration 42Q (123134.980000 sec): 3 clusters
  Score: Raw -3179930.186377 + Penalty 3355.962735 = -3176574.223642
  nChanged 1
		SP:Iteration 43Q (123135.250000 sec): 3 clusters
  Score: Raw -3179930.790002 + Penalty 3355.962735 = -3176574.827267
  nChanged 4
		SP:Iteration 44Q (123135.560000 sec): 3 clusters
  Score: Raw -3179932.735283 + Penalty 3355.962735 = -3176576.772548
  nChanged 5
		SP:Iteration 45Q (123135.830000 sec): 3 clusters
  Score: Raw -3179935.637372 + Penalty 3355.962735 = -3176579.674637
  nChanged 7
		SP:Iteration 46Q (123136.140000 sec): 3 clusters
  Score: Raw -3179937.567906 + Penalty 3355.962735 = -3176581.605171
  nChanged 8
		SP:Iteration 47Q (123136.440000 sec): 3 clusters
  Score: Raw -3179939.894012 + Penalty 3355.962735 = -3176583.931277
  nChanged 3
		SP:Iteration 48Q (123136.690000 sec): 3 clusters
  Score: Raw -3179940.739521 + Penalty 3355.962735 = -3176584.776786
  nChanged 1
		SP:Iteration 49Q (123137.010000 sec): 3 clusters
  Score: Raw -3179941.932678 + Penalty 3355.962735 = -3176585.969943
  nChanged 3
		SP:Iteration 50Q (123137.360000 sec): 3 clusters
  Score: Raw -3179943.134470 + Penalty 3355.962735 = -3176587.171735
  nChanged 3
		SP:Iteration 51Q (123137.710000 sec): 3 clusters
  Score: Raw -3179944.813975 + Penalty 3355.962735 = -3176588.851240
  nChanged 2
		SP:Iteration 52Q (123138.020000 sec): 3 clusters
  Score: Raw -3179945.466817 + Penalty 3355.962735 = -3176589.504082
  nChanged 0
		SP:Iteration 53F (123138.370000 sec): 3 clusters
  Score: Raw -3179945.466817 + Penalty 3355.962735 = -3176589.504082
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 23 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123138.580000 sec): 2 clusters
  Score: Raw -48029.700844 + Penalty 982.697979 = -47047.002865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123138.750000 sec): 3 clusters
  Score: Raw -48008.980119 + Penalty 1965.395958 = -46043.584161
  nChanged 72
		SP:Iteration 1F (123138.970000 sec): 3 clusters
  Score: Raw -48113.329705 + Penalty 1965.395958 = -46147.933747
  nChanged 16
		SP:Iteration 2Q (123139.150000 sec): 3 clusters
  Score: Raw -48139.895156 + Penalty 1965.395958 = -46174.499198
  nChanged 11
		SP:Iteration 3Q (123139.330000 sec): 3 clusters
  Score: Raw -48164.094094 + Penalty 1965.395958 = -46198.698135
  nChanged 9
		SP:Iteration 4Q (123139.540000 sec): 3 clusters
  Score: Raw -48198.640306 + Penalty 1965.395958 = -46233.244347
  nChanged 9
		SP:Iteration 5Q (123139.720000 sec): 3 clusters
  Score: Raw -48268.208571 + Penalty 1965.395958 = -46302.812613
  nChanged 12
		SP:Iteration 6Q (123139.940000 sec): 3 clusters
  Score: Raw -48300.611369 + Penalty 1965.395958 = -46335.215411
  nChanged 11
		SP:Iteration 7Q (123140.160000 sec): 3 clusters
  Score: Raw -48318.060062 + Penalty 1965.395958 = -46352.664104
  nChanged 10
		SP:Iteration 8Q (123140.330000 sec): 3 clusters
  Score: Raw -48334.792865 + Penalty 1965.395958 = -46369.396906
  nChanged 5
		SP:Iteration 9Q (123140.520000 sec): 3 clusters
  Score: Raw -48342.674421 + Penalty 1965.395958 = -46377.278463
  nChanged 4
		SP:Iteration 10Q (123140.710000 sec): 3 clusters
  Score: Raw -48348.734105 + Penalty 1965.395958 = -46383.338147
  nChanged 5
		SP:Iteration 11Q (123140.910000 sec): 3 clusters
  Score: Raw -48359.205571 + Penalty 1965.395958 = -46393.809613
  nChanged 8
		SP:Iteration 12Q (123141.080000 sec): 3 clusters
  Score: Raw -48370.414294 + Penalty 1965.395958 = -46405.018336
  nChanged 4
		SP:Iteration 13Q (123141.270000 sec): 3 clusters
  Score: Raw -48379.730114 + Penalty 1965.395958 = -46414.334156
  nChanged 4
		SP:Iteration 14Q (123141.420000 sec): 3 clusters
  Score: Raw -48383.165632 + Penalty 1965.395958 = -46417.769673
  nChanged 0
		SP:Iteration 15F (123141.650000 sec): 3 clusters
  Score: Raw -48383.165632 + Penalty 1965.395958 = -46417.769673
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 24 (47191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123142.040000 sec): 2 clusters
  Score: Raw -5268646.386893 + Penalty 1748.818252 = -5266897.568640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123142.540000 sec): 3 clusters
  Score: Raw -5238662.913265 + Penalty 3497.636505 = -5235165.276760
  nChanged 22095
		SP:Iteration 1F (123143.060000 sec): 3 clusters
  Score: Raw -5251493.638672 + Penalty 3497.636505 = -5247996.002167
  nChanged 2200
		SP:Iteration 2Q (123143.550000 sec): 3 clusters
  Score: Raw -5252322.967552 + Penalty 3497.636505 = -5248825.331047
  nChanged 2336
		SP:Iteration 3Q (123143.970000 sec): 3 clusters
  Score: Raw -5253402.121946 + Penalty 3497.636505 = -5249904.485442
  nChanged 2627
		SP:Iteration 4F (123144.430000 sec): 3 clusters
  Score: Raw -5254846.409732 + Penalty 3497.636505 = -5251348.773228
  nChanged 2948
		SP:Iteration 5F (123144.880000 sec): 3 clusters
  Score: Raw -5256708.157965 + Penalty 3497.636505 = -5253210.521460
  nChanged 3106
		SP:Iteration 6F (123145.320000 sec): 3 clusters
  Score: Raw -5258856.575755 + Penalty 3497.636505 = -5255358.939251
  nChanged 2962
		SP:Iteration 7F (123145.780000 sec): 3 clusters
  Score: Raw -5261027.131782 + Penalty 3497.636505 = -5257529.495278
  nChanged 2612
		SP:Iteration 8F (123146.230000 sec): 3 clusters
  Score: Raw -5262830.695577 + Penalty 3497.636505 = -5259333.059072
  nChanged 2033
		SP:Iteration 9Q (123146.650000 sec): 3 clusters
  Score: Raw -5264156.390371 + Penalty 3497.636505 = -5260658.753867
  nChanged 1618
		SP:Iteration 10Q (123147.090000 sec): 3 clusters
  Score: Raw -5265165.016683 + Penalty 3497.636505 = -5261667.380178
  nChanged 1283
		SP:Iteration 11Q (123147.520000 sec): 3 clusters
  Score: Raw -5265891.438830 + Penalty 3497.636505 = -5262393.802326
  nChanged 1008
		SP:Iteration 12Q (123147.980000 sec): 3 clusters
  Score: Raw -5266432.260447 + Penalty 3497.636505 = -5262934.623942
  nChanged 865
		SP:Iteration 13Q (123148.420000 sec): 3 clusters
  Score: Raw -5266920.549432 + Penalty 3497.636505 = -5263422.912927
  nChanged 754
		SP:Iteration 14Q (123148.910000 sec): 3 clusters
  Score: Raw -5267359.692091 + Penalty 3497.636505 = -5263862.055586
  nChanged 663
		SP:Iteration 15Q (123149.290000 sec): 3 clusters
  Score: Raw -5267725.440697 + Penalty 3497.636505 = -5264227.804192
  nChanged 540
		SP:Iteration 16Q (123149.690000 sec): 3 clusters
  Score: Raw -5268022.233416 + Penalty 3497.636505 = -5264524.596912
  nChanged 424
		SP:Iteration 17Q (123150.100000 sec): 3 clusters
  Score: Raw -5268265.791574 + Penalty 3497.636505 = -5264768.155069
  nChanged 331
		SP:Iteration 18Q (123150.510000 sec): 3 clusters
  Score: Raw -5268457.754099 + Penalty 3497.636505 = -5264960.117594
  nChanged 262
		SP:Iteration 19Q (123150.850000 sec): 3 clusters
  Score: Raw -5268599.800261 + Penalty 3497.636505 = -5265102.163756
  nChanged 202
		SP:Iteration 20F (123151.300000 sec): 3 clusters
  Score: Raw -5268693.683400 + Penalty 3497.636505 = -5265196.046896
  nChanged 144
		SP:Iteration 21Q (123151.700000 sec): 3 clusters
  Score: Raw -5268758.300298 + Penalty 3497.636505 = -5265260.663794
  nChanged 106
		SP:Iteration 22Q (123152.090000 sec): 3 clusters
  Score: Raw -5268809.427933 + Penalty 3497.636505 = -5265311.791428
  nChanged 97
		SP:Iteration 23Q (123152.540000 sec): 3 clusters
  Score: Raw -5268855.213482 + Penalty 3497.636505 = -5265357.576977
  nChanged 86
		SP:Iteration 24Q (123152.950000 sec): 3 clusters
  Score: Raw -5268896.697475 + Penalty 3497.636505 = -5265399.060971
  nChanged 77
		SP:Iteration 25Q (123153.360000 sec): 3 clusters
  Score: Raw -5268925.678248 + Penalty 3497.636505 = -5265428.041743
  nChanged 47
		SP:Iteration 26Q (123153.760000 sec): 3 clusters
  Score: Raw -5268943.438817 + Penalty 3497.636505 = -5265445.802313
  nChanged 39
		SP:Iteration 27Q (123154.170000 sec): 3 clusters
  Score: Raw -5268960.977691 + Penalty 3497.636505 = -5265463.341186
  nChanged 32
		SP:Iteration 28Q (123154.590000 sec): 3 clusters
  Score: Raw -5268974.790648 + Penalty 3497.636505 = -5265477.154143
  nChanged 30
		SP:Iteration 29Q (123155.060000 sec): 3 clusters
  Score: Raw -5268985.688255 + Penalty 3497.636505 = -5265488.051750
  nChanged 19
		SP:Iteration 30Q (123155.470000 sec): 3 clusters
  Score: Raw -5268991.326690 + Penalty 3497.636505 = -5265493.690186
  nChanged 17
		SP:Iteration 31Q (123155.900000 sec): 3 clusters
  Score: Raw -5268997.151602 + Penalty 3497.636505 = -5265499.515097
  nChanged 12
		SP:Iteration 32Q (123156.340000 sec): 3 clusters
  Score: Raw -5269000.808777 + Penalty 3497.636505 = -5265503.172272
  nChanged 9
		SP:Iteration 33Q (123156.700000 sec): 3 clusters
  Score: Raw -5269004.623681 + Penalty 3497.636505 = -5265506.987176
  nChanged 8
		SP:Iteration 34Q (123157.060000 sec): 3 clusters
  Score: Raw -5269006.793388 + Penalty 3497.636505 = -5265509.156883
  nChanged 5
		SP:Iteration 35Q (123157.430000 sec): 3 clusters
  Score: Raw -5269008.217446 + Penalty 3497.636505 = -5265510.580942
  nChanged 3
		SP:Iteration 36Q (123157.770000 sec): 3 clusters
  Score: Raw -5269008.955540 + Penalty 3497.636505 = -5265511.319035
  nChanged 3
		SP:Iteration 37Q (123158.240000 sec): 3 clusters
  Score: Raw -5269010.327235 + Penalty 3497.636505 = -5265512.690730
  nChanged 2
		SP:Iteration 38Q (123158.580000 sec): 3 clusters
  Score: Raw -5269010.824793 + Penalty 3497.636505 = -5265513.188288
  nChanged 3
		SP:Iteration 39Q (123158.900000 sec): 3 clusters
  Score: Raw -5269011.675117 + Penalty 3497.636505 = -5265514.038612
  nChanged 4
		SP:Iteration 40F (123159.300000 sec): 3 clusters
  Score: Raw -5269013.184383 + Penalty 3497.636505 = -5265515.547878
  nChanged 5
		SP:Iteration 41Q (123159.760000 sec): 3 clusters
  Score: Raw -5269014.878153 + Penalty 3497.636505 = -5265517.241649
  nChanged 4
		SP:Iteration 42Q (123160.140000 sec): 3 clusters
  Score: Raw -5269016.516539 + Penalty 3497.636505 = -5265518.880034
  nChanged 5
		SP:Iteration 43Q (123160.570000 sec): 3 clusters
  Score: Raw -5269017.852298 + Penalty 3497.636505 = -5265520.215793
  nChanged 4
		SP:Iteration 44Q (123160.950000 sec): 3 clusters
  Score: Raw -5269019.243686 + Penalty 3497.636505 = -5265521.607182
  nChanged 4
		SP:Iteration 45Q (123161.420000 sec): 3 clusters
  Score: Raw -5269020.709338 + Penalty 3497.636505 = -5265523.072834
  nChanged 3
		SP:Iteration 46Q (123161.850000 sec): 3 clusters
  Score: Raw -5269021.469786 + Penalty 3497.636505 = -5265523.833281
  nChanged 1
		SP:Iteration 47Q (123162.270000 sec): 3 clusters
  Score: Raw -5269021.535532 + Penalty 3497.636505 = -5265523.899027
  nChanged 0
		SP:Iteration 48F (123162.670000 sec): 3 clusters
  Score: Raw -5269021.535532 + Penalty 3497.636505 = -5265523.899027
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 25 (91557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123163.160000 sec): 2 clusters
  Score: Raw -10788792.750288 + Penalty 1856.516514 = -10786936.233774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123163.830000 sec): 3 clusters
  Score: Raw -10729472.492077 + Penalty 3713.033028 = -10725759.459049
  nChanged 43763
		SP:Iteration 1F (123164.450000 sec): 3 clusters
  Score: Raw -10754470.945351 + Penalty 3713.033028 = -10750757.912323
  nChanged 3021
		SP:Iteration 2Q (123165.200000 sec): 3 clusters
  Score: Raw -10755202.483647 + Penalty 3713.033028 = -10751489.450619
  nChanged 3440
		SP:Iteration 3Q (123166.010000 sec): 3 clusters
  Score: Raw -10756222.235112 + Penalty 3713.033028 = -10752509.202085
  nChanged 4053
		SP:Iteration 4Q (123166.650000 sec): 3 clusters
  Score: Raw -10757706.847682 + Penalty 3713.033028 = -10753993.814654
  nChanged 4847
		SP:Iteration 5F (123167.180000 sec): 3 clusters
  Score: Raw -10759866.885462 + Penalty 3713.033028 = -10756153.852434
  nChanged 5590
		SP:Iteration 6F (123167.790000 sec): 3 clusters
  Score: Raw -10762834.579717 + Penalty 3713.033028 = -10759121.546690
  nChanged 6119
		SP:Iteration 7F (123168.440000 sec): 3 clusters
  Score: Raw -10766521.507294 + Penalty 3713.033028 = -10762808.474267
  nChanged 6183
		SP:Iteration 8F (123169.120000 sec): 3 clusters
  Score: Raw -10770632.755977 + Penalty 3713.033028 = -10766919.722949
  nChanged 5767
		SP:Iteration 9F (123169.790000 sec): 3 clusters
  Score: Raw -10774932.397126 + Penalty 3713.033028 = -10771219.364099
  nChanged 5209
		SP:Iteration 10F (123170.510000 sec): 3 clusters
  Score: Raw -10779430.562598 + Penalty 3713.033028 = -10775717.529570
  nChanged 4362
		SP:Iteration 11Q (123171.170000 sec): 3 clusters
  Score: Raw -10783529.095362 + Penalty 3713.033028 = -10779816.062335
  nChanged 2946
		SP:Iteration 12Q (123171.850000 sec): 3 clusters
  Score: Raw -10786340.021540 + Penalty 3713.033028 = -10782626.988512
  nChanged 1560
		SP:Iteration 13Q (123172.440000 sec): 3 clusters
  Score: Raw -10787783.283472 + Penalty 3713.033028 = -10784070.250444
  nChanged 754
		SP:Iteration 14Q (123173.160000 sec): 3 clusters
  Score: Raw -10788492.585443 + Penalty 3713.033028 = -10784779.552415
  nChanged 347
		SP:Iteration 15Q (123173.830000 sec): 3 clusters
  Score: Raw -10788806.153815 + Penalty 3713.033028 = -10785093.120787
  nChanged 213
		SP:Iteration 16Q (123174.430000 sec): 3 clusters
  Score: Raw -10789023.791487 + Penalty 3713.033028 = -10785310.758460
  nChanged 146
		SP:Iteration 17Q (123175.020000 sec): 3 clusters
  Score: Raw -10789157.310872 + Penalty 3713.033028 = -10785444.277844
  nChanged 114
		SP:Iteration 18Q (123175.590000 sec): 3 clusters
  Score: Raw -10789254.759530 + Penalty 3713.033028 = -10785541.726502
  nChanged 85
		SP:Iteration 19Q (123176.070000 sec): 3 clusters
  Score: Raw -10789311.736668 + Penalty 3713.033028 = -10785598.703640
  nChanged 49
		SP:Iteration 20F (123176.650000 sec): 3 clusters
  Score: Raw -10789335.970013 + Penalty 3713.033028 = -10785622.936985
  nChanged 31
		SP:Iteration 21Q (123177.220000 sec): 3 clusters
  Score: Raw -10789348.495106 + Penalty 3713.033028 = -10785635.462079
  nChanged 24
		SP:Iteration 22Q (123177.820000 sec): 3 clusters
  Score: Raw -10789359.619400 + Penalty 3713.033028 = -10785646.586372
  nChanged 25
		SP:Iteration 23Q (123178.340000 sec): 3 clusters
  Score: Raw -10789367.667599 + Penalty 3713.033028 = -10785654.634572
  nChanged 11
		SP:Iteration 24Q (123178.980000 sec): 3 clusters
  Score: Raw -10789371.393469 + Penalty 3713.033028 = -10785658.360441
  nChanged 13
		SP:Iteration 25Q (123179.660000 sec): 3 clusters
  Score: Raw -10789376.855154 + Penalty 3713.033028 = -10785663.822127
  nChanged 14
		SP:Iteration 26Q (123180.360000 sec): 3 clusters
  Score: Raw -10789381.203119 + Penalty 3713.033028 = -10785668.170092
  nChanged 11
		SP:Iteration 27Q (123181.090000 sec): 3 clusters
  Score: Raw -10789385.407659 + Penalty 3713.033028 = -10785672.374632
  nChanged 3
		SP:Iteration 28Q (123181.710000 sec): 3 clusters
  Score: Raw -10789387.185395 + Penalty 3713.033028 = -10785674.152368
  nChanged 3
		SP:Iteration 29Q (123182.300000 sec): 3 clusters
  Score: Raw -10789388.449254 + Penalty 3713.033028 = -10785675.416227
  nChanged 4
		SP:Iteration 30Q (123182.920000 sec): 3 clusters
  Score: Raw -10789390.159812 + Penalty 3713.033028 = -10785677.126785
  nChanged 6
		SP:Iteration 31Q (123183.560000 sec): 3 clusters
  Score: Raw -10789392.068452 + Penalty 3713.033028 = -10785679.035424
  nChanged 9
		SP:Iteration 32Q (123184.240000 sec): 3 clusters
  Score: Raw -10789394.538849 + Penalty 3713.033028 = -10785681.505821
  nChanged 2
		SP:Iteration 33Q (123184.920000 sec): 3 clusters
  Score: Raw -10789395.110837 + Penalty 3713.033028 = -10785682.077810
  nChanged 2
		SP:Iteration 34Q (123185.580000 sec): 3 clusters
  Score: Raw -10789396.045528 + Penalty 3713.033028 = -10785683.012500
  nChanged 7
		SP:Iteration 35Q (123186.140000 sec): 3 clusters
  Score: Raw -10789398.107690 + Penalty 3713.033028 = -10785685.074662
  nChanged 3
		SP:Iteration 36Q (123186.680000 sec): 3 clusters
  Score: Raw -10789399.015015 + Penalty 3713.033028 = -10785685.981988
  nChanged 1
		SP:Iteration 37Q (123187.240000 sec): 3 clusters
  Score: Raw -10789399.304061 + Penalty 3713.033028 = -10785686.271033
  nChanged 0
		SP:Iteration 38F (123187.910000 sec): 3 clusters
  Score: Raw -10789399.304061 + Penalty 3713.033028 = -10785686.271033
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 26 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123188.020000 sec): 2 clusters
  Score: Raw -115960.275727 + Penalty 1167.502237 = -114792.773490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123188.240000 sec): 3 clusters
  Score: Raw -115501.095063 + Penalty 2335.004475 = -113166.090589
  nChanged 405
		SP:Iteration 1F (123188.440000 sec): 3 clusters
  Score: Raw -115869.642093 + Penalty 2335.004475 = -113534.637619
  nChanged 125
		SP:Iteration 2F (123188.580000 sec): 3 clusters
  Score: Raw -116036.858603 + Penalty 2335.004475 = -113701.854129
  nChanged 90
		SP:Iteration 3F (123188.800000 sec): 3 clusters
  Score: Raw -116212.942093 + Penalty 2335.004475 = -113877.937618
  nChanged 90
		SP:Iteration 4F (123188.990000 sec): 3 clusters
  Score: Raw -116392.930346 + Penalty 2335.004475 = -114057.925871
  nChanged 74
		SP:Iteration 5F (123189.200000 sec): 3 clusters
  Score: Raw -116517.886283 + Penalty 2335.004475 = -114182.881809
  nChanged 54
		SP:Iteration 6Q (123189.390000 sec): 3 clusters
  Score: Raw -116596.725388 + Penalty 2335.004475 = -114261.720913
  nChanged 32
		SP:Iteration 7Q (123189.580000 sec): 3 clusters
  Score: Raw -116634.449676 + Penalty 2335.004475 = -114299.445201
  nChanged 24
		SP:Iteration 8Q (123189.820000 sec): 3 clusters
  Score: Raw -116659.079024 + Penalty 2335.004475 = -114324.074549
  nChanged 17
		SP:Iteration 9Q (123190.060000 sec): 3 clusters
  Score: Raw -116680.270294 + Penalty 2335.004475 = -114345.265819
  nChanged 19
		SP:Iteration 10Q (123190.250000 sec): 3 clusters
  Score: Raw -116699.549974 + Penalty 2335.004475 = -114364.545499
  nChanged 17
		SP:Iteration 11Q (123190.420000 sec): 3 clusters
  Score: Raw -116713.587117 + Penalty 2335.004475 = -114378.582642
  nChanged 8
		SP:Iteration 12Q (123190.590000 sec): 3 clusters
  Score: Raw -116718.741623 + Penalty 2335.004475 = -114383.737149
  nChanged 3
		SP:Iteration 13Q (123190.790000 sec): 3 clusters
  Score: Raw -116720.398811 + Penalty 2335.004475 = -114385.394336
  nChanged 4
		SP:Iteration 14Q (123191.020000 sec): 3 clusters
  Score: Raw -116721.661644 + Penalty 2335.004475 = -114386.657169
  nChanged 2
		SP:Iteration 15Q (123191.180000 sec): 3 clusters
  Score: Raw -116722.806716 + Penalty 2335.004475 = -114387.802242
  nChanged 4
		SP:Iteration 16Q (123191.420000 sec): 3 clusters
  Score: Raw -116726.856698 + Penalty 2335.004475 = -114391.852224
  nChanged 6
		SP:Iteration 17Q (123191.620000 sec): 3 clusters
  Score: Raw -116733.253543 + Penalty 2335.004475 = -114398.249069
  nChanged 6
		SP:Iteration 18Q (123191.800000 sec): 3 clusters
  Score: Raw -116743.740358 + Penalty 2335.004475 = -114408.735883
  nChanged 5
		SP:Iteration 19Q (123192.000000 sec): 3 clusters
  Score: Raw -116748.804088 + Penalty 2335.004475 = -114413.799614
  nChanged 4
		SP:Iteration 20F (123192.170000 sec): 3 clusters
  Score: Raw -116752.476865 + Penalty 2335.004475 = -114417.472391
  nChanged 6
		SP:Iteration 21Q (123192.380000 sec): 3 clusters
  Score: Raw -116758.075270 + Penalty 2335.004475 = -114423.070795
  nChanged 6
		SP:Iteration 22Q (123192.560000 sec): 3 clusters
  Score: Raw -116762.960263 + Penalty 2335.004475 = -114427.955788
  nChanged 3
		SP:Iteration 23Q (123192.740000 sec): 3 clusters
  Score: Raw -116764.456271 + Penalty 2335.004475 = -114429.451796
  nChanged 0
		SP:Iteration 24F (123192.960000 sec): 3 clusters
  Score: Raw -116764.456271 + Penalty 2335.004475 = -114429.451796
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 27 (8797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123193.140000 sec): 2 clusters
  Score: Raw -967381.777305 + Penalty 1475.851980 = -965905.925325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123193.300000 sec): 3 clusters
  Score: Raw -962528.276192 + Penalty 2951.703961 = -959576.572231
  nChanged 3680
		SP:Iteration 1F (123193.560000 sec): 3 clusters
  Score: Raw -964516.676964 + Penalty 2951.703961 = -961564.973003
  nChanged 631
		SP:Iteration 2F (123193.770000 sec): 3 clusters
  Score: Raw -964866.999688 + Penalty 2951.703961 = -961915.295727
  nChanged 522
		SP:Iteration 3F (123194.010000 sec): 3 clusters
  Score: Raw -965162.396410 + Penalty 2951.703961 = -962210.692449
  nChanged 484
		SP:Iteration 4F (123194.180000 sec): 3 clusters
  Score: Raw -965434.633578 + Penalty 2951.703961 = -962482.929617
  nChanged 478
		SP:Iteration 5F (123194.380000 sec): 3 clusters
  Score: Raw -965719.336795 + Penalty 2951.703961 = -962767.632834
  nChanged 508
		SP:Iteration 6F (123194.650000 sec): 3 clusters
  Score: Raw -966051.663605 + Penalty 2951.703961 = -963099.959644
  nChanged 466
		SP:Iteration 7F (123194.890000 sec): 3 clusters
  Score: Raw -966378.087568 + Penalty 2951.703961 = -963426.383607
  nChanged 404
		SP:Iteration 8Q (123195.160000 sec): 3 clusters
  Score: Raw -966675.738966 + Penalty 2951.703961 = -963724.035005
  nChanged 330
		SP:Iteration 9Q (123195.360000 sec): 3 clusters
  Score: Raw -966960.906673 + Penalty 2951.703961 = -964009.202712
  nChanged 242
		SP:Iteration 10Q (123195.540000 sec): 3 clusters
  Score: Raw -967156.769064 + Penalty 2951.703961 = -964205.065104
  nChanged 182
		SP:Iteration 11Q (123195.790000 sec): 3 clusters
  Score: Raw -967297.307602 + Penalty 2951.703961 = -964345.603641
  nChanged 142
		SP:Iteration 12Q (123195.990000 sec): 3 clusters
  Score: Raw -967408.740262 + Penalty 2951.703961 = -964457.036301
  nChanged 116
		SP:Iteration 13Q (123196.220000 sec): 3 clusters
  Score: Raw -967500.888622 + Penalty 2951.703961 = -964549.184662
  nChanged 93
		SP:Iteration 14Q (123196.460000 sec): 3 clusters
  Score: Raw -967557.609891 + Penalty 2951.703961 = -964605.905930
  nChanged 51
		SP:Iteration 15Q (123196.690000 sec): 3 clusters
  Score: Raw -967589.957415 + Penalty 2951.703961 = -964638.253454
  nChanged 48
		SP:Iteration 16Q (123196.950000 sec): 3 clusters
  Score: Raw -967617.865892 + Penalty 2951.703961 = -964666.161931
  nChanged 38
		SP:Iteration 17Q (123197.160000 sec): 3 clusters
  Score: Raw -967643.022508 + Penalty 2951.703961 = -964691.318547
  nChanged 28
		SP:Iteration 18Q (123197.400000 sec): 3 clusters
  Score: Raw -967659.847041 + Penalty 2951.703961 = -964708.143081
  nChanged 26
		SP:Iteration 19Q (123197.660000 sec): 3 clusters
  Score: Raw -967677.503386 + Penalty 2951.703961 = -964725.799425
  nChanged 21
		SP:Iteration 20F (123197.880000 sec): 3 clusters
  Score: Raw -967690.002083 + Penalty 2951.703961 = -964738.298123
  nChanged 17
		SP:Iteration 21Q (123198.130000 sec): 3 clusters
  Score: Raw -967697.496279 + Penalty 2951.703961 = -964745.792318
  nChanged 12
		SP:Iteration 22Q (123198.410000 sec): 3 clusters
  Score: Raw -967704.317909 + Penalty 2951.703961 = -964752.613949
  nChanged 13
		SP:Iteration 23Q (123198.620000 sec): 3 clusters
  Score: Raw -967710.518829 + Penalty 2951.703961 = -964758.814868
  nChanged 9
		SP:Iteration 24Q (123198.890000 sec): 3 clusters
  Score: Raw -967715.275961 + Penalty 2951.703961 = -964763.572000
  nChanged 7
		SP:Iteration 25Q (123199.090000 sec): 3 clusters
  Score: Raw -967718.330476 + Penalty 2951.703961 = -964766.626515
  nChanged 5
		SP:Iteration 26Q (123199.320000 sec): 3 clusters
  Score: Raw -967721.111139 + Penalty 2951.703961 = -964769.407178
  nChanged 4
		SP:Iteration 27Q (123199.620000 sec): 3 clusters
  Score: Raw -967722.331713 + Penalty 2951.703961 = -964770.627752
  nChanged 2
		SP:Iteration 28Q (123199.830000 sec): 3 clusters
  Score: Raw -967722.778102 + Penalty 2951.703961 = -964771.074141
  nChanged 1
		SP:Iteration 29Q (123200.040000 sec): 3 clusters
  Score: Raw -967723.172522 + Penalty 2951.703961 = -964771.468561
  nChanged 1
		SP:Iteration 30Q (123200.290000 sec): 3 clusters
  Score: Raw -967724.170242 + Penalty 2951.703961 = -964772.466282
  nChanged 5
		SP:Iteration 31Q (123200.550000 sec): 3 clusters
  Score: Raw -967725.668243 + Penalty 2951.703961 = -964773.964282
  nChanged 0
		SP:Iteration 32F (123200.730000 sec): 3 clusters
  Score: Raw -967725.668243 + Penalty 2951.703961 = -964773.964282
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 28 (7567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123200.890000 sec): 2 clusters
  Score: Raw -820328.085480 + Penalty 1451.377195 = -818876.708286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123201.140000 sec): 3 clusters
  Score: Raw -816222.266109 + Penalty 2902.754389 = -813319.511720
  nChanged 3160
		SP:Iteration 1F (123201.390000 sec): 3 clusters
  Score: Raw -818015.118862 + Penalty 2902.754389 = -815112.364473
  nChanged 539
		SP:Iteration 2F (123201.620000 sec): 3 clusters
  Score: Raw -818271.120757 + Penalty 2902.754389 = -815368.366368
  nChanged 394
		SP:Iteration 3F (123201.840000 sec): 3 clusters
  Score: Raw -818461.772200 + Penalty 2902.754389 = -815559.017811
  nChanged 297
		SP:Iteration 4Q (123202.060000 sec): 3 clusters
  Score: Raw -818585.806431 + Penalty 2902.754389 = -815683.052042
  nChanged 247
		SP:Iteration 5Q (123202.260000 sec): 3 clusters
  Score: Raw -818691.640514 + Penalty 2902.754389 = -815788.886124
  nChanged 249
		SP:Iteration 6Q (123202.540000 sec): 3 clusters
  Score: Raw -818800.562353 + Penalty 2902.754389 = -815897.807964
  nChanged 247
		SP:Iteration 7Q (123202.770000 sec): 3 clusters
  Score: Raw -818931.314078 + Penalty 2902.754389 = -816028.559688
  nChanged 282
		SP:Iteration 8Q (123202.950000 sec): 3 clusters
  Score: Raw -819102.661680 + Penalty 2902.754389 = -816199.907291
  nChanged 302
		SP:Iteration 9Q (123203.150000 sec): 3 clusters
  Score: Raw -819289.733938 + Penalty 2902.754389 = -816386.979549
  nChanged 293
		SP:Iteration 10Q (123203.450000 sec): 3 clusters
  Score: Raw -819473.998561 + Penalty 2902.754389 = -816571.244172
  nChanged 298
		SP:Iteration 11Q (123203.650000 sec): 3 clusters
  Score: Raw -819640.158628 + Penalty 2902.754389 = -816737.404239
  nChanged 243
		SP:Iteration 12Q (123203.890000 sec): 3 clusters
  Score: Raw -819781.060061 + Penalty 2902.754389 = -816878.305672
  nChanged 210
		SP:Iteration 13Q (123204.150000 sec): 3 clusters
  Score: Raw -819910.790725 + Penalty 2902.754389 = -817008.036336
  nChanged 193
		SP:Iteration 14Q (123204.360000 sec): 3 clusters
  Score: Raw -819991.329416 + Penalty 2902.754389 = -817088.575027
  nChanged 154
		SP:Iteration 15Q (123204.550000 sec): 3 clusters
  Score: Raw -820057.509190 + Penalty 2902.754389 = -817154.754800
  nChanged 119
		SP:Iteration 16Q (123204.750000 sec): 3 clusters
  Score: Raw -820118.839807 + Penalty 2902.754389 = -817216.085418
  nChanged 114
		SP:Iteration 17Q (123204.980000 sec): 3 clusters
  Score: Raw -820168.070711 + Penalty 2902.754389 = -817265.316321
  nChanged 94
		SP:Iteration 18Q (123205.190000 sec): 3 clusters
  Score: Raw -820212.210988 + Penalty 2902.754389 = -817309.456599
  nChanged 85
		SP:Iteration 19Q (123205.400000 sec): 3 clusters
  Score: Raw -820255.845912 + Penalty 2902.754389 = -817353.091523
  nChanged 78
		SP:Iteration 20F (123205.650000 sec): 3 clusters
  Score: Raw -820289.002335 + Penalty 2902.754389 = -817386.247946
  nChanged 65
		SP:Iteration 21Q (123205.820000 sec): 3 clusters
  Score: Raw -820309.010714 + Penalty 2902.754389 = -817406.256325
  nChanged 54
		SP:Iteration 22Q (123206.020000 sec): 3 clusters
  Score: Raw -820327.100086 + Penalty 2902.754389 = -817424.345697
  nChanged 52
		SP:Iteration 23Q (123206.210000 sec): 3 clusters
  Score: Raw -820346.587625 + Penalty 2902.754389 = -817443.833236
  nChanged 48
		SP:Iteration 24Q (123206.420000 sec): 3 clusters
  Score: Raw -820371.012613 + Penalty 2902.754389 = -817468.258224
  nChanged 51
		SP:Iteration 25Q (123206.630000 sec): 3 clusters
  Score: Raw -820392.208589 + Penalty 2902.754389 = -817489.454200
  nChanged 49
		SP:Iteration 26Q (123206.870000 sec): 3 clusters
  Score: Raw -820419.394450 + Penalty 2902.754389 = -817516.640061
  nChanged 58
		SP:Iteration 27Q (123207.080000 sec): 3 clusters
  Score: Raw -820451.788856 + Penalty 2902.754389 = -817549.034467
  nChanged 52
		SP:Iteration 28Q (123207.340000 sec): 3 clusters
  Score: Raw -820485.375909 + Penalty 2902.754389 = -817582.621520
  nChanged 51
		SP:Iteration 29Q (123207.610000 sec): 3 clusters
  Score: Raw -820520.048860 + Penalty 2902.754389 = -817617.294471
  nChanged 47
		SP:Iteration 30Q (123207.880000 sec): 3 clusters
  Score: Raw -820553.983717 + Penalty 2902.754389 = -817651.229328
  nChanged 40
		SP:Iteration 31Q (123208.090000 sec): 3 clusters
  Score: Raw -820575.468879 + Penalty 2902.754389 = -817672.714489
  nChanged 34
		SP:Iteration 32Q (123208.290000 sec): 3 clusters
  Score: Raw -820587.500045 + Penalty 2902.754389 = -817684.745656
  nChanged 36
		SP:Iteration 33Q (123208.530000 sec): 3 clusters
  Score: Raw -820597.308558 + Penalty 2902.754389 = -817694.554169
  nChanged 20
		SP:Iteration 34Q (123208.700000 sec): 3 clusters
  Score: Raw -820603.436375 + Penalty 2902.754389 = -817700.681986
  nChanged 14
		SP:Iteration 35Q (123208.930000 sec): 3 clusters
  Score: Raw -820607.057569 + Penalty 2902.754389 = -817704.303180
  nChanged 14
		SP:Iteration 36Q (123209.150000 sec): 3 clusters
  Score: Raw -820610.897559 + Penalty 2902.754389 = -817708.143170
  nChanged 8
		SP:Iteration 37Q (123209.370000 sec): 3 clusters
  Score: Raw -820612.751479 + Penalty 2902.754389 = -817709.997090
  nChanged 3
		SP:Iteration 38Q (123209.610000 sec): 3 clusters
  Score: Raw -820613.553783 + Penalty 2902.754389 = -817710.799393
  nChanged 3
		SP:Iteration 39Q (123209.840000 sec): 3 clusters
  Score: Raw -820614.136102 + Penalty 2902.754389 = -817711.381713
  nChanged 2
		SP:Iteration 40F (123210.030000 sec): 3 clusters
  Score: Raw -820614.340152 + Penalty 2902.754389 = -817711.585762
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 29 (175856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123210.920000 sec): 2 clusters
  Score: Raw -18415124.648441 + Penalty 1962.580873 = -18413162.067568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123212.010000 sec): 3 clusters
  Score: Raw -18298559.955534 + Penalty 3925.161746 = -18294634.793788
  nChanged 85272
		SP:Iteration 1F (123213.060000 sec): 3 clusters
  Score: Raw -18351024.721335 + Penalty 3925.161746 = -18347099.559589
  nChanged 7295
		SP:Iteration 2Q (123214.300000 sec): 3 clusters
  Score: Raw -18353489.548593 + Penalty 3925.161746 = -18349564.386847
  nChanged 7958
		SP:Iteration 3Q (123215.490000 sec): 3 clusters
  Score: Raw -18356715.794179 + Penalty 3925.161746 = -18352790.632433
  nChanged 8763
		SP:Iteration 4Q (123216.580000 sec): 3 clusters
  Score: Raw -18360730.830465 + Penalty 3925.161746 = -18356805.668719
  nChanged 9493
		SP:Iteration 5F (123217.760000 sec): 3 clusters
  Score: Raw -18365585.472086 + Penalty 3925.161746 = -18361660.310340
  nChanged 9896
		SP:Iteration 6F (123218.760000 sec): 3 clusters
  Score: Raw -18371087.144724 + Penalty 3925.161746 = -18367161.982978
  nChanged 9941
		SP:Iteration 7F (123219.870000 sec): 3 clusters
  Score: Raw -18376957.858975 + Penalty 3925.161746 = -18373032.697228
  nChanged 9492
		SP:Iteration 8F (123221.000000 sec): 3 clusters
  Score: Raw -18382596.465632 + Penalty 3925.161746 = -18378671.303885
  nChanged 8325
		SP:Iteration 9Q (123222.070000 sec): 3 clusters
  Score: Raw -18386937.999307 + Penalty 3925.161746 = -18383012.837561
  nChanged 6533
		SP:Iteration 10Q (123223.110000 sec): 3 clusters
  Score: Raw -18389356.667982 + Penalty 3925.161746 = -18385431.506236
  nChanged 4358
		SP:Iteration 11Q (123224.340000 sec): 3 clusters
  Score: Raw -18390374.732415 + Penalty 3925.161746 = -18386449.570669
  nChanged 2666
		SP:Iteration 12Q (123225.560000 sec): 3 clusters
  Score: Raw -18390771.465968 + Penalty 3925.161746 = -18386846.304222
  nChanged 1707
		SP:Iteration 13Q (123226.710000 sec): 3 clusters
  Score: Raw -18390985.534339 + Penalty 3925.161746 = -18387060.372593
  nChanged 1299
		SP:Iteration 14Q (123227.870000 sec): 3 clusters
  Score: Raw -18391151.905834 + Penalty 3925.161746 = -18387226.744088
  nChanged 1203
		SP:Iteration 15Q (123229.100000 sec): 3 clusters
  Score: Raw -18391303.912633 + Penalty 3925.161746 = -18387378.750887
  nChanged 1170
		SP:Iteration 16Q (123230.370000 sec): 3 clusters
  Score: Raw -18391447.305861 + Penalty 3925.161746 = -18387522.144115
  nChanged 1174
		SP:Iteration 17Q (123231.710000 sec): 3 clusters
  Score: Raw -18391593.866031 + Penalty 3925.161746 = -18387668.704285
  nChanged 1161
		SP:Iteration 18Q (123233.000000 sec): 3 clusters
  Score: Raw -18391739.362900 + Penalty 3925.161746 = -18387814.201154
  nChanged 1177
		SP:Iteration 19Q (123234.190000 sec): 3 clusters
  Score: Raw -18391877.947297 + Penalty 3925.161746 = -18387952.785551
  nChanged 1119
		SP:Iteration 20F (123235.590000 sec): 3 clusters
  Score: Raw -18392004.939483 + Penalty 3925.161746 = -18388079.777737
  nChanged 1087
		SP:Iteration 21Q (123237.000000 sec): 3 clusters
  Score: Raw -18392130.880431 + Penalty 3925.161746 = -18388205.718685
  nChanged 1078
		SP:Iteration 22Q (123238.400000 sec): 3 clusters
  Score: Raw -18392249.570892 + Penalty 3925.161746 = -18388324.409146
  nChanged 997
		SP:Iteration 23Q (123239.770000 sec): 3 clusters
  Score: Raw -18392350.848691 + Penalty 3925.161746 = -18388425.686945
  nChanged 1016
		SP:Iteration 24Q (123241.110000 sec): 3 clusters
  Score: Raw -18392458.982086 + Penalty 3925.161746 = -18388533.820340
  nChanged 972
		SP:Iteration 25Q (123242.420000 sec): 3 clusters
  Score: Raw -18392567.111194 + Penalty 3925.161746 = -18388641.949447
  nChanged 1006
		SP:Iteration 26Q (123243.610000 sec): 3 clusters
  Score: Raw -18392678.227559 + Penalty 3925.161746 = -18388753.065813
  nChanged 1034
		SP:Iteration 27Q (123244.850000 sec): 3 clusters
  Score: Raw -18392793.520138 + Penalty 3925.161746 = -18388868.358392
  nChanged 1077
		SP:Iteration 28Q (123246.070000 sec): 3 clusters
  Score: Raw -18392926.536407 + Penalty 3925.161746 = -18389001.374661
  nChanged 1125
		SP:Iteration 29Q (123247.300000 sec): 3 clusters
  Score: Raw -18393063.455671 + Penalty 3925.161746 = -18389138.293925
  nChanged 1128
		SP:Iteration 30Q (123248.550000 sec): 3 clusters
  Score: Raw -18393202.555012 + Penalty 3925.161746 = -18389277.393266
  nChanged 1205
		SP:Iteration 31Q (123249.620000 sec): 3 clusters
  Score: Raw -18393354.081731 + Penalty 3925.161746 = -18389428.919985
  nChanged 1269
		SP:Iteration 32Q (123250.730000 sec): 3 clusters
  Score: Raw -18393518.624218 + Penalty 3925.161746 = -18389593.462472
  nChanged 1315
		SP:Iteration 33Q (123251.920000 sec): 3 clusters
  Score: Raw -18393699.989736 + Penalty 3925.161746 = -18389774.827990
  nChanged 1394
		SP:Iteration 34Q (123253.120000 sec): 3 clusters
  Score: Raw -18393904.976410 + Penalty 3925.161746 = -18389979.814664
  nChanged 1489
		SP:Iteration 35Q (123254.210000 sec): 3 clusters
  Score: Raw -18394135.918384 + Penalty 3925.161746 = -18390210.756638
  nChanged 1526
		SP:Iteration 36Q (123255.200000 sec): 3 clusters
  Score: Raw -18394383.085580 + Penalty 3925.161746 = -18390457.923834
  nChanged 1629
		SP:Iteration 37Q (123256.300000 sec): 3 clusters
  Score: Raw -18394656.328833 + Penalty 3925.161746 = -18390731.167086
  nChanged 1713
		SP:Iteration 38Q (123257.380000 sec): 3 clusters
  Score: Raw -18394946.197359 + Penalty 3925.161746 = -18391021.035612
  nChanged 1749
		SP:Iteration 39Q (123258.590000 sec): 3 clusters
  Score: Raw -18395260.403450 + Penalty 3925.161746 = -18391335.241703
  nChanged 1855
		SP:Iteration 40F (123259.820000 sec): 3 clusters
  Score: Raw -18395614.246812 + Penalty 3925.161746 = -18391689.085066
  nChanged 1975
		SP:Iteration 41Q (123260.920000 sec): 3 clusters
  Score: Raw -18396011.519490 + Penalty 3925.161746 = -18392086.357743
  nChanged 2053
		SP:Iteration 42Q (123262.020000 sec): 3 clusters
  Score: Raw -18396454.755416 + Penalty 3925.161746 = -18392529.593670
  nChanged 2169
		SP:Iteration 43Q (123263.170000 sec): 3 clusters
  Score: Raw -18396957.770149 + Penalty 3925.161746 = -18393032.608403
  nChanged 2202
		SP:Iteration 44Q (123264.410000 sec): 3 clusters
  Score: Raw -18397476.094950 + Penalty 3925.161746 = -18393550.933204
  nChanged 2214
		SP:Iteration 45Q (123265.650000 sec): 3 clusters
  Score: Raw -18398023.347257 + Penalty 3925.161746 = -18394098.185511
  nChanged 2262
		SP:Iteration 46Q (123266.760000 sec): 3 clusters
  Score: Raw -18398603.451310 + Penalty 3925.161746 = -18394678.289564
  nChanged 2362
		SP:Iteration 47Q (123267.860000 sec): 3 clusters
  Score: Raw -18399256.877089 + Penalty 3925.161746 = -18395331.715343
  nChanged 2465
		SP:Iteration 48Q (123269.070000 sec): 3 clusters
  Score: Raw -18399999.196338 + Penalty 3925.161746 = -18396074.034591
  nChanged 2519
		SP:Iteration 49Q (123270.160000 sec): 3 clusters
  Score: Raw -18400796.824564 + Penalty 3925.161746 = -18396871.662818
  nChanged 2547
		SP:Iteration 50Q (123271.160000 sec): 3 clusters
  Score: Raw -18401640.925971 + Penalty 3925.161746 = -18397715.764225
  nChanged 2516
		SP:Iteration 51Q (123272.260000 sec): 3 clusters
  Score: Raw -18402503.263804 + Penalty 3925.161746 = -18398578.102058
  nChanged 2586
		SP:Iteration 52Q (123273.460000 sec): 3 clusters
  Score: Raw -18403446.151199 + Penalty 3925.161746 = -18399520.989453
  nChanged 2643
		SP:Iteration 53Q (123274.530000 sec): 3 clusters
  Score: Raw -18404460.493414 + Penalty 3925.161746 = -18400535.331668
  nChanged 2586
		SP:Iteration 54Q (123275.570000 sec): 3 clusters
  Score: Raw -18405487.974826 + Penalty 3925.161746 = -18401562.813080
  nChanged 2523
		SP:Iteration 55Q (123276.500000 sec): 3 clusters
  Score: Raw -18406545.439507 + Penalty 3925.161746 = -18402620.277761
  nChanged 2408
		SP:Iteration 56Q (123277.610000 sec): 3 clusters
  Score: Raw -18407606.083094 + Penalty 3925.161746 = -18403680.921348
  nChanged 2310
		SP:Iteration 57Q (123278.740000 sec): 3 clusters
  Score: Raw -18408665.819076 + Penalty 3925.161746 = -18404740.657330
  nChanged 2114
		SP:Iteration 58Q (123279.810000 sec): 3 clusters
  Score: Raw -18409657.892235 + Penalty 3925.161746 = -18405732.730489
  nChanged 1950
		SP:Iteration 59Q (123280.960000 sec): 3 clusters
  Score: Raw -18410588.932528 + Penalty 3925.161746 = -18406663.770782
  nChanged 1735
		SP:Iteration 60F (123282.160000 sec): 3 clusters
  Score: Raw -18411427.710490 + Penalty 3925.161746 = -18407502.548744
  nChanged 1513
		SP:Iteration 61Q (123283.410000 sec): 3 clusters
  Score: Raw -18412136.505961 + Penalty 3925.161746 = -18408211.344215
  nChanged 1356
		SP:Iteration 62Q (123284.440000 sec): 3 clusters
  Score: Raw -18412808.510109 + Penalty 3925.161746 = -18408883.348363
  nChanged 1204
		SP:Iteration 63Q (123285.500000 sec): 3 clusters
  Score: Raw -18413403.644563 + Penalty 3925.161746 = -18409478.482817
  nChanged 975
		SP:Iteration 64Q (123286.460000 sec): 3 clusters
  Score: Raw -18413897.822447 + Penalty 3925.161746 = -18409972.660701
  nChanged 785
		SP:Iteration 65Q (123287.540000 sec): 3 clusters
  Score: Raw -18414283.514810 + Penalty 3925.161746 = -18410358.353064
  nChanged 606
		SP:Iteration 66Q (123288.630000 sec): 3 clusters
  Score: Raw -18414590.756308 + Penalty 3925.161746 = -18410665.594562
  nChanged 481
		SP:Iteration 67Q (123289.620000 sec): 3 clusters
  Score: Raw -18414830.545855 + Penalty 3925.161746 = -18410905.384108
  nChanged 375
		SP:Iteration 68Q (123290.640000 sec): 3 clusters
  Score: Raw -18415020.031441 + Penalty 3925.161746 = -18411094.869695
  nChanged 283
		SP:Iteration 69Q (123291.630000 sec): 3 clusters
  Score: Raw -18415157.856471 + Penalty 3925.161746 = -18411232.694725
  nChanged 210
		SP:Iteration 70Q (123292.670000 sec): 3 clusters
  Score: Raw -18415242.479068 + Penalty 3925.161746 = -18411317.317321
  nChanged 157
		SP:Iteration 71Q (123293.650000 sec): 3 clusters
  Score: Raw -18415309.813590 + Penalty 3925.161746 = -18411384.651844
  nChanged 120
		SP:Iteration 72Q (123294.570000 sec): 3 clusters
  Score: Raw -18415360.839214 + Penalty 3925.161746 = -18411435.677468
  nChanged 90
		SP:Iteration 73Q (123295.450000 sec): 3 clusters
  Score: Raw -18415399.750935 + Penalty 3925.161746 = -18411474.589189
  nChanged 78
		SP:Iteration 74Q (123296.380000 sec): 3 clusters
  Score: Raw -18415435.760110 + Penalty 3925.161746 = -18411510.598364
  nChanged 67
		SP:Iteration 75Q (123297.340000 sec): 3 clusters
  Score: Raw -18415465.130680 + Penalty 3925.161746 = -18411539.968934
  nChanged 51
		SP:Iteration 76Q (123298.330000 sec): 3 clusters
  Score: Raw -18415486.738112 + Penalty 3925.161746 = -18411561.576366
  nChanged 46
		SP:Iteration 77Q (123299.290000 sec): 3 clusters
  Score: Raw -18415506.347805 + Penalty 3925.161746 = -18411581.186059
  nChanged 38
		SP:Iteration 78Q (123300.260000 sec): 3 clusters
  Score: Raw -18415522.220828 + Penalty 3925.161746 = -18411597.059082
  nChanged 24
		SP:Iteration 79Q (123301.170000 sec): 3 clusters
  Score: Raw -18415530.866248 + Penalty 3925.161746 = -18411605.704502
  nChanged 20
		SP:Iteration 80F (123302.250000 sec): 3 clusters
  Score: Raw -18415539.790050 + Penalty 3925.161746 = -18411614.628304
  nChanged 18
		SP:Iteration 81Q (123303.240000 sec): 3 clusters
  Score: Raw -18415547.419386 + Penalty 3925.161746 = -18411622.257640
  nChanged 19
		SP:Iteration 82Q (123304.240000 sec): 3 clusters
  Score: Raw -18415555.395188 + Penalty 3925.161746 = -18411630.233441
  nChanged 14
		SP:Iteration 83Q (123305.240000 sec): 3 clusters
  Score: Raw -18415560.814130 + Penalty 3925.161746 = -18411635.652383
  nChanged 12
		SP:Iteration 84Q (123306.260000 sec): 3 clusters
  Score: Raw -18415565.470639 + Penalty 3925.161746 = -18411640.308893
  nChanged 8
		SP:Iteration 85Q (123307.330000 sec): 3 clusters
  Score: Raw -18415568.189666 + Penalty 3925.161746 = -18411643.027920
  nChanged 7
		SP:Iteration 86Q (123308.280000 sec): 3 clusters
  Score: Raw -18415571.902491 + Penalty 3925.161746 = -18411646.740745
  nChanged 13
		SP:Iteration 87Q (123309.240000 sec): 3 clusters
  Score: Raw -18415576.255891 + Penalty 3925.161746 = -18411651.094145
  nChanged 7
		SP:Iteration 88Q (123310.210000 sec): 3 clusters
  Score: Raw -18415579.147301 + Penalty 3925.161746 = -18411653.985554
  nChanged 9
		SP:Iteration 89Q (123311.230000 sec): 3 clusters
  Score: Raw -18415582.565754 + Penalty 3925.161746 = -18411657.404008
  nChanged 6
		SP:Iteration 90Q (123312.160000 sec): 3 clusters
  Score: Raw -18415584.272327 + Penalty 3925.161746 = -18411659.110580
  nChanged 2
		SP:Iteration 91Q (123313.200000 sec): 3 clusters
  Score: Raw -18415584.966899 + Penalty 3925.161746 = -18411659.805153
  nChanged 0
		SP:Iteration 92F (123314.280000 sec): 3 clusters
  Score: Raw -18415584.966899 + Penalty 3925.161746 = -18411659.805153
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 30 (12781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123314.510000 sec): 2 clusters
  Score: Raw -1403058.725021 + Penalty 1536.553683 = -1401522.171338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123314.820000 sec): 3 clusters
  Score: Raw -1395631.939843 + Penalty 3073.107366 = -1392558.832477
  nChanged 5607
		SP:Iteration 1F (123315.070000 sec): 3 clusters
  Score: Raw -1398904.234796 + Penalty 3073.107366 = -1395831.127430
  nChanged 726
		SP:Iteration 2F (123315.270000 sec): 3 clusters
  Score: Raw -1399237.213769 + Penalty 3073.107366 = -1396164.106403
  nChanged 665
		SP:Iteration 3F (123315.580000 sec): 3 clusters
  Score: Raw -1399528.812743 + Penalty 3073.107366 = -1396455.705378
  nChanged 593
		SP:Iteration 4Q (123315.760000 sec): 3 clusters
  Score: Raw -1399825.727578 + Penalty 3073.107366 = -1396752.620212
  nChanged 640
		SP:Iteration 5F (123316.020000 sec): 3 clusters
  Score: Raw -1400232.171963 + Penalty 3073.107366 = -1397159.064597
  nChanged 724
		SP:Iteration 6F (123316.260000 sec): 3 clusters
  Score: Raw -1400746.268808 + Penalty 3073.107366 = -1397673.161442
  nChanged 749
		SP:Iteration 7F (123316.500000 sec): 3 clusters
  Score: Raw -1401329.779525 + Penalty 3073.107366 = -1398256.672159
  nChanged 673
		SP:Iteration 8F (123316.710000 sec): 3 clusters
  Score: Raw -1401907.760670 + Penalty 3073.107366 = -1398834.653304
  nChanged 549
		SP:Iteration 9Q (123316.940000 sec): 3 clusters
  Score: Raw -1402389.974926 + Penalty 3073.107366 = -1399316.867560
  nChanged 362
		SP:Iteration 10Q (123317.180000 sec): 3 clusters
  Score: Raw -1402686.847995 + Penalty 3073.107366 = -1399613.740629
  nChanged 251
		SP:Iteration 11Q (123317.350000 sec): 3 clusters
  Score: Raw -1402886.439745 + Penalty 3073.107366 = -1399813.332379
  nChanged 181
		SP:Iteration 12Q (123317.570000 sec): 3 clusters
  Score: Raw -1403020.345446 + Penalty 3073.107366 = -1399947.238080
  nChanged 134
		SP:Iteration 13Q (123317.780000 sec): 3 clusters
  Score: Raw -1403113.273335 + Penalty 3073.107366 = -1400040.165969
  nChanged 91
		SP:Iteration 14Q (123318.030000 sec): 3 clusters
  Score: Raw -1403172.894979 + Penalty 3073.107366 = -1400099.787613
  nChanged 77
		SP:Iteration 15Q (123318.240000 sec): 3 clusters
  Score: Raw -1403214.229183 + Penalty 3073.107366 = -1400141.121817
  nChanged 48
		SP:Iteration 16Q (123318.430000 sec): 3 clusters
  Score: Raw -1403238.292526 + Penalty 3073.107366 = -1400165.185160
  nChanged 34
		SP:Iteration 17Q (123318.640000 sec): 3 clusters
  Score: Raw -1403252.999022 + Penalty 3073.107366 = -1400179.891656
  nChanged 28
		SP:Iteration 18Q (123318.860000 sec): 3 clusters
  Score: Raw -1403267.137564 + Penalty 3073.107366 = -1400194.030198
  nChanged 17
		SP:Iteration 19Q (123319.060000 sec): 3 clusters
  Score: Raw -1403277.613962 + Penalty 3073.107366 = -1400204.506596
  nChanged 22
		SP:Iteration 20F (123319.350000 sec): 3 clusters
  Score: Raw -1403289.527756 + Penalty 3073.107366 = -1400216.420390
  nChanged 20
		SP:Iteration 21Q (123319.590000 sec): 3 clusters
  Score: Raw -1403301.321550 + Penalty 3073.107366 = -1400228.214184
  nChanged 18
		SP:Iteration 22Q (123319.800000 sec): 3 clusters
  Score: Raw -1403309.129930 + Penalty 3073.107366 = -1400236.022564
  nChanged 16
		SP:Iteration 23Q (123320.070000 sec): 3 clusters
  Score: Raw -1403316.624407 + Penalty 3073.107366 = -1400243.517041
  nChanged 8
		SP:Iteration 24Q (123320.330000 sec): 3 clusters
  Score: Raw -1403319.519720 + Penalty 3073.107366 = -1400246.412354
  nChanged 7
		SP:Iteration 25Q (123320.530000 sec): 3 clusters
  Score: Raw -1403322.152075 + Penalty 3073.107366 = -1400249.044709
  nChanged 8
		SP:Iteration 26Q (123320.710000 sec): 3 clusters
  Score: Raw -1403324.774250 + Penalty 3073.107366 = -1400251.666884
  nChanged 6
		SP:Iteration 27Q (123320.960000 sec): 3 clusters
  Score: Raw -1403327.739525 + Penalty 3073.107366 = -1400254.632159
  nChanged 7
		SP:Iteration 28Q (123321.180000 sec): 3 clusters
  Score: Raw -1403332.661074 + Penalty 3073.107366 = -1400259.553708
  nChanged 8
		SP:Iteration 29Q (123321.390000 sec): 3 clusters
  Score: Raw -1403336.092361 + Penalty 3073.107366 = -1400262.984996
  nChanged 8
		SP:Iteration 30Q (123321.610000 sec): 3 clusters
  Score: Raw -1403339.179082 + Penalty 3073.107366 = -1400266.071716
  nChanged 6
		SP:Iteration 31Q (123321.850000 sec): 3 clusters
  Score: Raw -1403342.477963 + Penalty 3073.107366 = -1400269.370597
  nChanged 6
		SP:Iteration 32Q (123322.140000 sec): 3 clusters
  Score: Raw -1403347.125728 + Penalty 3073.107366 = -1400274.018362
  nChanged 8
		SP:Iteration 33Q (123322.330000 sec): 3 clusters
  Score: Raw -1403351.474561 + Penalty 3073.107366 = -1400278.367195
  nChanged 5
		SP:Iteration 34Q (123322.590000 sec): 3 clusters
  Score: Raw -1403353.533092 + Penalty 3073.107366 = -1400280.425726
  nChanged 6
		SP:Iteration 35Q (123322.780000 sec): 3 clusters
  Score: Raw -1403356.633605 + Penalty 3073.107366 = -1400283.526239
  nChanged 7
		SP:Iteration 36Q (123323.010000 sec): 3 clusters
  Score: Raw -1403359.236578 + Penalty 3073.107366 = -1400286.129212
  nChanged 4
		SP:Iteration 37Q (123323.220000 sec): 3 clusters
  Score: Raw -1403361.250399 + Penalty 3073.107366 = -1400288.143033
  nChanged 6
		SP:Iteration 38Q (123323.450000 sec): 3 clusters
  Score: Raw -1403365.955280 + Penalty 3073.107366 = -1400292.847914
  nChanged 14
		SP:Iteration 39Q (123323.660000 sec): 3 clusters
  Score: Raw -1403374.158082 + Penalty 3073.107366 = -1400301.050716
  nChanged 14
		SP:Iteration 40F (123323.900000 sec): 3 clusters
  Score: Raw -1403382.143631 + Penalty 3073.107366 = -1400309.036265
  nChanged 12
		SP:Iteration 41Q (123324.140000 sec): 3 clusters
  Score: Raw -1403390.473002 + Penalty 3073.107366 = -1400317.365636
  nChanged 12
		SP:Iteration 42Q (123324.350000 sec): 3 clusters
  Score: Raw -1403397.657420 + Penalty 3073.107366 = -1400324.550054
  nChanged 11
		SP:Iteration 43Q (123324.610000 sec): 3 clusters
  Score: Raw -1403403.365088 + Penalty 3073.107366 = -1400330.257722
  nChanged 15
		SP:Iteration 44Q (123324.860000 sec): 3 clusters
  Score: Raw -1403410.856356 + Penalty 3073.107366 = -1400337.748990
  nChanged 8
		SP:Iteration 45Q (123325.130000 sec): 3 clusters
  Score: Raw -1403415.278511 + Penalty 3073.107366 = -1400342.171145
  nChanged 7
		SP:Iteration 46Q (123325.280000 sec): 3 clusters
  Score: Raw -1403418.756525 + Penalty 3073.107366 = -1400345.649159
  nChanged 3
		SP:Iteration 47Q (123325.460000 sec): 3 clusters
  Score: Raw -1403420.343881 + Penalty 3073.107366 = -1400347.236515
  nChanged 4
		SP:Iteration 48Q (123325.670000 sec): 3 clusters
  Score: Raw -1403422.714689 + Penalty 3073.107366 = -1400349.607323
  nChanged 7
		SP:Iteration 49Q (123325.920000 sec): 3 clusters
  Score: Raw -1403425.891767 + Penalty 3073.107366 = -1400352.784401
  nChanged 6
		SP:Iteration 50Q (123326.170000 sec): 3 clusters
  Score: Raw -1403427.882998 + Penalty 3073.107366 = -1400354.775632
  nChanged 2
		SP:Iteration 51Q (123326.400000 sec): 3 clusters
  Score: Raw -1403428.721686 + Penalty 3073.107366 = -1400355.614320
  nChanged 1
		SP:Iteration 52Q (123326.640000 sec): 3 clusters
  Score: Raw -1403428.959814 + Penalty 3073.107366 = -1400355.852448
  nChanged 1
		SP:Iteration 53Q (123326.890000 sec): 3 clusters
  Score: Raw -1403429.407165 + Penalty 3073.107366 = -1400356.299799
  nChanged 1
		SP:Iteration 54Q (123327.060000 sec): 3 clusters
  Score: Raw -1403430.349463 + Penalty 3073.107366 = -1400357.242097
  nChanged 3
		SP:Iteration 55Q (123327.340000 sec): 3 clusters
  Score: Raw -1403431.503470 + Penalty 3073.107366 = -1400358.396104
  nChanged 0
		SP:Iteration 56F (123327.540000 sec): 3 clusters
  Score: Raw -1403431.503470 + Penalty 3073.107366 = -1400358.396104
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 31 (49861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123327.830000 sec): 2 clusters
  Score: Raw -5493043.233590 + Penalty 1757.761592 = -5491285.471997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123328.380000 sec): 3 clusters
  Score: Raw -5461392.323735 + Penalty 3515.523184 = -5457876.800551
  nChanged 23406
		SP:Iteration 1F (123328.840000 sec): 3 clusters
  Score: Raw -5474816.720050 + Penalty 3515.523184 = -5471301.196866
  nChanged 2205
		SP:Iteration 2Q (123329.360000 sec): 3 clusters
  Score: Raw -5475586.983665 + Penalty 3515.523184 = -5472071.460481
  nChanged 2299
		SP:Iteration 3Q (123329.820000 sec): 3 clusters
  Score: Raw -5476507.609555 + Penalty 3515.523184 = -5472992.086371
  nChanged 2382
		SP:Iteration 4Q (123330.360000 sec): 3 clusters
  Score: Raw -5477508.327876 + Penalty 3515.523184 = -5473992.804692
  nChanged 2479
		SP:Iteration 5Q (123330.890000 sec): 3 clusters
  Score: Raw -5478621.566332 + Penalty 3515.523184 = -5475106.043148
  nChanged 2585
		SP:Iteration 6F (123331.420000 sec): 3 clusters
  Score: Raw -5479812.298314 + Penalty 3515.523184 = -5476296.775129
  nChanged 2471
		SP:Iteration 7Q (123331.890000 sec): 3 clusters
  Score: Raw -5480995.957209 + Penalty 3515.523184 = -5477480.434025
  nChanged 2429
		SP:Iteration 8Q (123332.360000 sec): 3 clusters
  Score: Raw -5482182.157078 + Penalty 3515.523184 = -5478666.633894
  nChanged 2302
		SP:Iteration 9Q (123332.880000 sec): 3 clusters
  Score: Raw -5483273.360238 + Penalty 3515.523184 = -5479757.837054
  nChanged 2057
		SP:Iteration 10Q (123333.330000 sec): 3 clusters
  Score: Raw -5484215.994909 + Penalty 3515.523184 = -5480700.471725
  nChanged 1783
		SP:Iteration 11Q (123333.850000 sec): 3 clusters
  Score: Raw -5485028.287055 + Penalty 3515.523184 = -5481512.763871
  nChanged 1588
		SP:Iteration 12Q (123334.340000 sec): 3 clusters
  Score: Raw -5485672.430747 + Penalty 3515.523184 = -5482156.907563
  nChanged 1333
		SP:Iteration 13Q (123334.820000 sec): 3 clusters
  Score: Raw -5486093.622492 + Penalty 3515.523184 = -5482578.099308
  nChanged 1021
		SP:Iteration 14Q (123335.370000 sec): 3 clusters
  Score: Raw -5486366.861992 + Penalty 3515.523184 = -5482851.338808
  nChanged 781
		SP:Iteration 15Q (123335.800000 sec): 3 clusters
  Score: Raw -5486549.224765 + Penalty 3515.523184 = -5483033.701581
  nChanged 638
		SP:Iteration 16Q (123336.240000 sec): 3 clusters
  Score: Raw -5486685.615360 + Penalty 3515.523184 = -5483170.092176
  nChanged 509
		SP:Iteration 17Q (123336.680000 sec): 3 clusters
  Score: Raw -5486778.817131 + Penalty 3515.523184 = -5483263.293947
  nChanged 443
		SP:Iteration 18Q (123337.210000 sec): 3 clusters
  Score: Raw -5486862.336483 + Penalty 3515.523184 = -5483346.813299
  nChanged 485
		SP:Iteration 19Q (123337.630000 sec): 3 clusters
  Score: Raw -5486958.484179 + Penalty 3515.523184 = -5483442.960994
  nChanged 475
		SP:Iteration 20F (123338.160000 sec): 3 clusters
  Score: Raw -5487056.599633 + Penalty 3515.523184 = -5483541.076449
  nChanged 455
		SP:Iteration 21Q (123338.630000 sec): 3 clusters
  Score: Raw -5487154.333781 + Penalty 3515.523184 = -5483638.810597
  nChanged 472
		SP:Iteration 22Q (123339.040000 sec): 3 clusters
  Score: Raw -5487258.095986 + Penalty 3515.523184 = -5483742.572802
  nChanged 522
		SP:Iteration 23Q (123339.480000 sec): 3 clusters
  Score: Raw -5487380.101176 + Penalty 3515.523184 = -5483864.577992
  nChanged 517
		SP:Iteration 24Q (123339.890000 sec): 3 clusters
  Score: Raw -5487502.204119 + Penalty 3515.523184 = -5483986.680935
  nChanged 517
		SP:Iteration 25Q (123340.340000 sec): 3 clusters
  Score: Raw -5487617.652270 + Penalty 3515.523184 = -5484102.129086
  nChanged 522
		SP:Iteration 26Q (123340.830000 sec): 3 clusters
  Score: Raw -5487733.354877 + Penalty 3515.523184 = -5484217.831693
  nChanged 477
		SP:Iteration 27Q (123341.310000 sec): 3 clusters
  Score: Raw -5487833.400748 + Penalty 3515.523184 = -5484317.877564
  nChanged 486
		SP:Iteration 28Q (123341.690000 sec): 3 clusters
  Score: Raw -5487934.347032 + Penalty 3515.523184 = -5484418.823848
  nChanged 469
		SP:Iteration 29Q (123342.160000 sec): 3 clusters
  Score: Raw -5488029.088159 + Penalty 3515.523184 = -5484513.564975
  nChanged 441
		SP:Iteration 30Q (123342.630000 sec): 3 clusters
  Score: Raw -5488116.070624 + Penalty 3515.523184 = -5484600.547440
  nChanged 416
		SP:Iteration 31Q (123343.060000 sec): 3 clusters
  Score: Raw -5488195.474569 + Penalty 3515.523184 = -5484679.951385
  nChanged 405
		SP:Iteration 32Q (123343.490000 sec): 3 clusters
  Score: Raw -5488278.775422 + Penalty 3515.523184 = -5484763.252237
  nChanged 433
		SP:Iteration 33Q (123343.960000 sec): 3 clusters
  Score: Raw -5488369.882650 + Penalty 3515.523184 = -5484854.359466
  nChanged 445
		SP:Iteration 34Q (123344.340000 sec): 3 clusters
  Score: Raw -5488464.054199 + Penalty 3515.523184 = -5484948.531015
  nChanged 455
		SP:Iteration 35Q (123344.840000 sec): 3 clusters
  Score: Raw -5488556.127501 + Penalty 3515.523184 = -5485040.604317
  nChanged 429
		SP:Iteration 36Q (123345.280000 sec): 3 clusters
  Score: Raw -5488644.158932 + Penalty 3515.523184 = -5485128.635748
  nChanged 416
		SP:Iteration 37Q (123345.780000 sec): 3 clusters
  Score: Raw -5488727.355118 + Penalty 3515.523184 = -5485211.831934
  nChanged 418
		SP:Iteration 38Q (123346.180000 sec): 3 clusters
  Score: Raw -5488816.037879 + Penalty 3515.523184 = -5485300.514695
  nChanged 461
		SP:Iteration 39Q (123346.620000 sec): 3 clusters
  Score: Raw -5488914.691919 + Penalty 3515.523184 = -5485399.168735
  nChanged 459
		SP:Iteration 40F (123347.130000 sec): 3 clusters
  Score: Raw -5489020.914352 + Penalty 3515.523184 = -5485505.391168
  nChanged 512
		SP:Iteration 41Q (123347.670000 sec): 3 clusters
  Score: Raw -5489151.383787 + Penalty 3515.523184 = -5485635.860603
  nChanged 553
		SP:Iteration 42Q (123348.090000 sec): 3 clusters
  Score: Raw -5489302.693048 + Penalty 3515.523184 = -5485787.169864
  nChanged 585
		SP:Iteration 43Q (123348.640000 sec): 3 clusters
  Score: Raw -5489462.549273 + Penalty 3515.523184 = -5485947.026088
  nChanged 599
		SP:Iteration 44Q (123349.130000 sec): 3 clusters
  Score: Raw -5489636.694800 + Penalty 3515.523184 = -5486121.171616
  nChanged 614
		SP:Iteration 45Q (123349.690000 sec): 3 clusters
  Score: Raw -5489827.106678 + Penalty 3515.523184 = -5486311.583494
  nChanged 615
		SP:Iteration 46Q (123350.160000 sec): 3 clusters
  Score: Raw -5490025.380018 + Penalty 3515.523184 = -5486509.856834
  nChanged 627
		SP:Iteration 47Q (123350.610000 sec): 3 clusters
  Score: Raw -5490237.565022 + Penalty 3515.523184 = -5486722.041837
  nChanged 645
		SP:Iteration 48Q (123351.020000 sec): 3 clusters
  Score: Raw -5490478.472457 + Penalty 3515.523184 = -5486962.949272
  nChanged 657
		SP:Iteration 49Q (123351.400000 sec): 3 clusters
  Score: Raw -5490745.723565 + Penalty 3515.523184 = -5487230.200381
  nChanged 643
		SP:Iteration 50Q (123351.810000 sec): 3 clusters
  Score: Raw -5491043.633429 + Penalty 3515.523184 = -5487528.110245
  nChanged 647
		SP:Iteration 51Q (123352.200000 sec): 3 clusters
  Score: Raw -5491369.842752 + Penalty 3515.523184 = -5487854.319568
  nChanged 613
		SP:Iteration 52Q (123352.650000 sec): 3 clusters
  Score: Raw -5491685.213451 + Penalty 3515.523184 = -5488169.690267
  nChanged 536
		SP:Iteration 53Q (123353.070000 sec): 3 clusters
  Score: Raw -5491936.046109 + Penalty 3515.523184 = -5488420.522924
  nChanged 481
		SP:Iteration 54Q (123353.490000 sec): 3 clusters
  Score: Raw -5492155.834865 + Penalty 3515.523184 = -5488640.311680
  nChanged 420
		SP:Iteration 55Q (123353.920000 sec): 3 clusters
  Score: Raw -5492340.576898 + Penalty 3515.523184 = -5488825.053714
  nChanged 347
		SP:Iteration 56Q (123354.390000 sec): 3 clusters
  Score: Raw -5492491.070045 + Penalty 3515.523184 = -5488975.546861
  nChanged 331
		SP:Iteration 57Q (123354.780000 sec): 3 clusters
  Score: Raw -5492639.546066 + Penalty 3515.523184 = -5489124.022882
  nChanged 278
		SP:Iteration 58Q (123355.230000 sec): 3 clusters
  Score: Raw -5492759.420710 + Penalty 3515.523184 = -5489243.897525
  nChanged 233
		SP:Iteration 59Q (123355.630000 sec): 3 clusters
  Score: Raw -5492864.341254 + Penalty 3515.523184 = -5489348.818069
  nChanged 224
		SP:Iteration 60F (123356.060000 sec): 3 clusters
  Score: Raw -5492975.120662 + Penalty 3515.523184 = -5489459.597478
  nChanged 213
		SP:Iteration 61Q (123356.450000 sec): 3 clusters
  Score: Raw -5493069.406331 + Penalty 3515.523184 = -5489553.883146
  nChanged 163
		SP:Iteration 62Q (123356.830000 sec): 3 clusters
  Score: Raw -5493137.551137 + Penalty 3515.523184 = -5489622.027953
  nChanged 141
		SP:Iteration 63Q (123357.260000 sec): 3 clusters
  Score: Raw -5493193.937244 + Penalty 3515.523184 = -5489678.414059
  nChanged 107
		SP:Iteration 64Q (123357.670000 sec): 3 clusters
  Score: Raw -5493239.262912 + Penalty 3515.523184 = -5489723.739728
  nChanged 83
		SP:Iteration 65Q (123358.040000 sec): 3 clusters
  Score: Raw -5493276.603309 + Penalty 3515.523184 = -5489761.080125
  nChanged 76
		SP:Iteration 66Q (123358.460000 sec): 3 clusters
  Score: Raw -5493305.850560 + Penalty 3515.523184 = -5489790.327376
  nChanged 64
		SP:Iteration 67Q (123358.860000 sec): 3 clusters
  Score: Raw -5493329.960542 + Penalty 3515.523184 = -5489814.437357
  nChanged 56
		SP:Iteration 68Q (123359.260000 sec): 3 clusters
  Score: Raw -5493350.026781 + Penalty 3515.523184 = -5489834.503596
  nChanged 45
		SP:Iteration 69Q (123359.620000 sec): 3 clusters
  Score: Raw -5493366.908443 + Penalty 3515.523184 = -5489851.385259
  nChanged 34
		SP:Iteration 70Q (123360.020000 sec): 3 clusters
  Score: Raw -5493380.277183 + Penalty 3515.523184 = -5489864.753998
  nChanged 29
		SP:Iteration 71Q (123360.410000 sec): 3 clusters
  Score: Raw -5493391.355462 + Penalty 3515.523184 = -5489875.832278
  nChanged 23
		SP:Iteration 72Q (123360.890000 sec): 3 clusters
  Score: Raw -5493400.723461 + Penalty 3515.523184 = -5489885.200277
  nChanged 23
		SP:Iteration 73Q (123361.330000 sec): 3 clusters
  Score: Raw -5493409.577012 + Penalty 3515.523184 = -5489894.053828
  nChanged 23
		SP:Iteration 74Q (123361.770000 sec): 3 clusters
  Score: Raw -5493417.179421 + Penalty 3515.523184 = -5489901.656237
  nChanged 12
		SP:Iteration 75Q (123362.110000 sec): 3 clusters
  Score: Raw -5493422.555883 + Penalty 3515.523184 = -5489907.032699
  nChanged 19
		SP:Iteration 76Q (123362.570000 sec): 3 clusters
  Score: Raw -5493428.297287 + Penalty 3515.523184 = -5489912.774103
  nChanged 17
		SP:Iteration 77Q (123363.010000 sec): 3 clusters
  Score: Raw -5493432.615394 + Penalty 3515.523184 = -5489917.092210
  nChanged 8
		SP:Iteration 78Q (123363.460000 sec): 3 clusters
  Score: Raw -5493434.800619 + Penalty 3515.523184 = -5489919.277435
  nChanged 8
		SP:Iteration 79Q (123363.850000 sec): 3 clusters
  Score: Raw -5493437.046472 + Penalty 3515.523184 = -5489921.523288
  nChanged 5
		SP:Iteration 80F (123364.320000 sec): 3 clusters
  Score: Raw -5493438.468997 + Penalty 3515.523184 = -5489922.945813
  nChanged 3
		SP:Iteration 81Q (123364.740000 sec): 3 clusters
  Score: Raw -5493439.670244 + Penalty 3515.523184 = -5489924.147059
  nChanged 6
		SP:Iteration 82Q (123365.210000 sec): 3 clusters
  Score: Raw -5493441.951476 + Penalty 3515.523184 = -5489926.428292
  nChanged 7
		SP:Iteration 83Q (123365.620000 sec): 3 clusters
  Score: Raw -5493443.715438 + Penalty 3515.523184 = -5489928.192254
  nChanged 6
		SP:Iteration 84Q (123366.080000 sec): 3 clusters
  Score: Raw -5493445.874877 + Penalty 3515.523184 = -5489930.351693
  nChanged 4
		SP:Iteration 85Q (123366.440000 sec): 3 clusters
  Score: Raw -5493446.873231 + Penalty 3515.523184 = -5489931.350046
  nChanged 3
		SP:Iteration 86Q (123366.820000 sec): 3 clusters
  Score: Raw -5493447.737218 + Penalty 3515.523184 = -5489932.214034
  nChanged 2
		SP:Iteration 87Q (123367.200000 sec): 3 clusters
  Score: Raw -5493448.102333 + Penalty 3515.523184 = -5489932.579148
  nChanged 0
		SP:Iteration 88F (123367.620000 sec): 3 clusters
  Score: Raw -5493448.102333 + Penalty 3515.523184 = -5489932.579148
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 32 (178108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123368.520000 sec): 2 clusters
  Score: Raw -19995556.825512 + Penalty 1964.648625 = -19993592.176887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123369.790000 sec): 3 clusters
  Score: Raw -19877943.251332 + Penalty 3929.297251 = -19874013.954081
  nChanged 86030
		SP:Iteration 1F (123370.860000 sec): 3 clusters
  Score: Raw -19930197.937301 + Penalty 3929.297251 = -19926268.640050
  nChanged 7550
		SP:Iteration 2Q (123372.130000 sec): 3 clusters
  Score: Raw -19933034.899946 + Penalty 3929.297251 = -19929105.602695
  nChanged 8655
		SP:Iteration 3Q (123373.170000 sec): 3 clusters
  Score: Raw -19936928.251538 + Penalty 3929.297251 = -19932998.954287
  nChanged 9774
		SP:Iteration 4F (123374.360000 sec): 3 clusters
  Score: Raw -19941914.254310 + Penalty 3929.297251 = -19937984.957059
  nChanged 10513
		SP:Iteration 5F (123375.410000 sec): 3 clusters
  Score: Raw -19947968.076390 + Penalty 3929.297251 = -19944038.779139
  nChanged 10988
		SP:Iteration 6F (123376.480000 sec): 3 clusters
  Score: Raw -19954942.473375 + Penalty 3929.297251 = -19951013.176124
  nChanged 10930
		SP:Iteration 7F (123377.680000 sec): 3 clusters
  Score: Raw -19962636.301117 + Penalty 3929.297251 = -19958707.003866
  nChanged 10299
		SP:Iteration 8F (123378.850000 sec): 3 clusters
  Score: Raw -19970376.533142 + Penalty 3929.297251 = -19966447.235891
  nChanged 8814
		SP:Iteration 9Q (123380.050000 sec): 3 clusters
  Score: Raw -19976864.734375 + Penalty 3929.297251 = -19972935.437124
  nChanged 7092
		SP:Iteration 10Q (123381.330000 sec): 3 clusters
  Score: Raw -19981643.165895 + Penalty 3929.297251 = -19977713.868644
  nChanged 5517
		SP:Iteration 11Q (123382.490000 sec): 3 clusters
  Score: Raw -19985070.738362 + Penalty 3929.297251 = -19981141.441111
  nChanged 4536
		SP:Iteration 12Q (123383.510000 sec): 3 clusters
  Score: Raw -19987773.512146 + Penalty 3929.297251 = -19983844.214895
  nChanged 3742
		SP:Iteration 13Q (123384.710000 sec): 3 clusters
  Score: Raw -19989949.118648 + Penalty 3929.297251 = -19986019.821397
  nChanged 3092
		SP:Iteration 14Q (123385.920000 sec): 3 clusters
  Score: Raw -19991680.379801 + Penalty 3929.297251 = -19987751.082550
  nChanged 2414
		SP:Iteration 15Q (123386.840000 sec): 3 clusters
  Score: Raw -19992987.372408 + Penalty 3929.297251 = -19989058.075157
  nChanged 1913
		SP:Iteration 16Q (123387.890000 sec): 3 clusters
  Score: Raw -19993985.274754 + Penalty 3929.297251 = -19990055.977503
  nChanged 1456
		SP:Iteration 17Q (123388.790000 sec): 3 clusters
  Score: Raw -19994700.872171 + Penalty 3929.297251 = -19990771.574920
  nChanged 1080
		SP:Iteration 18Q (123389.750000 sec): 3 clusters
  Score: Raw -19995226.168275 + Penalty 3929.297251 = -19991296.871024
  nChanged 794
		SP:Iteration 19Q (123390.670000 sec): 3 clusters
  Score: Raw -19995593.072586 + Penalty 3929.297251 = -19991663.775335
  nChanged 563
		SP:Iteration 20F (123391.620000 sec): 3 clusters
  Score: Raw -19995828.424679 + Penalty 3929.297251 = -19991899.127428
  nChanged 426
		SP:Iteration 21Q (123392.530000 sec): 3 clusters
  Score: Raw -19995997.238069 + Penalty 3929.297251 = -19992067.940818
  nChanged 312
		SP:Iteration 22Q (123393.500000 sec): 3 clusters
  Score: Raw -19996115.930023 + Penalty 3929.297251 = -19992186.632772
  nChanged 239
		SP:Iteration 23Q (123394.500000 sec): 3 clusters
  Score: Raw -19996201.850486 + Penalty 3929.297251 = -19992272.553235
  nChanged 174
		SP:Iteration 24Q (123395.620000 sec): 3 clusters
  Score: Raw -19996248.253676 + Penalty 3929.297251 = -19992318.956426
  nChanged 109
		SP:Iteration 25Q (123396.650000 sec): 3 clusters
  Score: Raw -19996285.232857 + Penalty 3929.297251 = -19992355.935606
  nChanged 105
		SP:Iteration 26Q (123397.710000 sec): 3 clusters
  Score: Raw -19996322.997863 + Penalty 3929.297251 = -19992393.700612
  nChanged 89
		SP:Iteration 27Q (123398.620000 sec): 3 clusters
  Score: Raw -19996351.939536 + Penalty 3929.297251 = -19992422.642285
  nChanged 67
		SP:Iteration 28Q (123399.590000 sec): 3 clusters
  Score: Raw -19996373.069448 + Penalty 3929.297251 = -19992443.772197
  nChanged 53
		SP:Iteration 29Q (123400.600000 sec): 3 clusters
  Score: Raw -19996390.099528 + Penalty 3929.297251 = -19992460.802278
  nChanged 55
		SP:Iteration 30Q (123401.640000 sec): 3 clusters
  Score: Raw -19996405.255614 + Penalty 3929.297251 = -19992475.958364
  nChanged 44
		SP:Iteration 31Q (123402.710000 sec): 3 clusters
  Score: Raw -19996415.888876 + Penalty 3929.297251 = -19992486.591625
  nChanged 30
		SP:Iteration 32Q (123403.580000 sec): 3 clusters
  Score: Raw -19996422.771000 + Penalty 3929.297251 = -19992493.473749
  nChanged 20
		SP:Iteration 33Q (123404.670000 sec): 3 clusters
  Score: Raw -19996427.620177 + Penalty 3929.297251 = -19992498.322926
  nChanged 15
		SP:Iteration 34Q (123405.640000 sec): 3 clusters
  Score: Raw -19996431.317293 + Penalty 3929.297251 = -19992502.020043
  nChanged 13
		SP:Iteration 35Q (123406.900000 sec): 3 clusters
  Score: Raw -19996434.156248 + Penalty 3929.297251 = -19992504.858997
  nChanged 10
		SP:Iteration 36Q (123408.270000 sec): 3 clusters
  Score: Raw -19996435.722484 + Penalty 3929.297251 = -19992506.425234
  nChanged 6
		SP:Iteration 37Q (123409.270000 sec): 3 clusters
  Score: Raw -19996436.417203 + Penalty 3929.297251 = -19992507.119952
  nChanged 2
		SP:Iteration 38Q (123410.510000 sec): 3 clusters
  Score: Raw -19996436.804554 + Penalty 3929.297251 = -19992507.507304
  nChanged 3
		SP:Iteration 39Q (123411.790000 sec): 3 clusters
  Score: Raw -19996437.226415 + Penalty 3929.297251 = -19992507.929164
  nChanged 3
		SP:Iteration 40F (123412.830000 sec): 3 clusters
  Score: Raw -19996437.609243 + Penalty 3929.297251 = -19992508.311992
  nChanged 4
		SP:Iteration 41Q (123414.060000 sec): 3 clusters
  Score: Raw -19996438.190112 + Penalty 3929.297251 = -19992508.892861
  nChanged 6
		SP:Iteration 42Q (123415.210000 sec): 3 clusters
  Score: Raw -19996438.851885 + Penalty 3929.297251 = -19992509.554634
  nChanged 1
		SP:Iteration 43Q (123416.450000 sec): 3 clusters
  Score: Raw -19996439.091283 + Penalty 3929.297251 = -19992509.794032
  nChanged 1
		SP:Iteration 44Q (123417.720000 sec): 3 clusters
  Score: Raw -19996439.489063 + Penalty 3929.297251 = -19992510.191812
  nChanged 4
		SP:Iteration 45Q (123418.740000 sec): 3 clusters
  Score: Raw -19996440.078101 + Penalty 3929.297251 = -19992510.780850
  nChanged 3
		SP:Iteration 46Q (123419.730000 sec): 3 clusters
  Score: Raw -19996440.981220 + Penalty 3929.297251 = -19992511.683970
  nChanged 7
		SP:Iteration 47Q (123420.630000 sec): 3 clusters
  Score: Raw -19996442.303754 + Penalty 3929.297251 = -19992513.006503
  nChanged 8
		SP:Iteration 48Q (123421.560000 sec): 3 clusters
  Score: Raw -19996443.663395 + Penalty 3929.297251 = -19992514.366145
  nChanged 9
		SP:Iteration 49Q (123422.640000 sec): 3 clusters
  Score: Raw -19996445.089678 + Penalty 3929.297251 = -19992515.792427
  nChanged 5
		SP:Iteration 50Q (123423.470000 sec): 3 clusters
  Score: Raw -19996445.818066 + Penalty 3929.297251 = -19992516.520815
  nChanged 1
		SP:Iteration 51Q (123424.470000 sec): 3 clusters
  Score: Raw -19996445.896771 + Penalty 3929.297251 = -19992516.599520
  nChanged 0
		SP:Iteration 52F (123425.470000 sec): 3 clusters
  Score: Raw -19996445.896771 + Penalty 3929.297251 = -19992516.599520
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 33 (22142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123425.670000 sec): 2 clusters
  Score: Raw -2220847.232915 + Penalty 1625.850125 = -2219221.382790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123425.970000 sec): 3 clusters
  Score: Raw -2207483.995848 + Penalty 3251.700249 = -2204232.295599
  nChanged 10130
		SP:Iteration 1F (123426.280000 sec): 3 clusters
  Score: Raw -2213103.309063 + Penalty 3251.700249 = -2209851.608814
  nChanged 1390
		SP:Iteration 2F (123426.630000 sec): 3 clusters
  Score: Raw -2213904.391090 + Penalty 3251.700249 = -2210652.690841
  nChanged 1520
		SP:Iteration 3F (123426.920000 sec): 3 clusters
  Score: Raw -2214912.059675 + Penalty 3251.700249 = -2211660.359426
  nChanged 1583
		SP:Iteration 4F (123427.170000 sec): 3 clusters
  Score: Raw -2216003.155292 + Penalty 3251.700249 = -2212751.455043
  nChanged 1467
		SP:Iteration 5F (123427.510000 sec): 3 clusters
  Score: Raw -2216978.612036 + Penalty 3251.700249 = -2213726.911786
  nChanged 1228
		SP:Iteration 6F (123427.850000 sec): 3 clusters
  Score: Raw -2217837.587881 + Penalty 3251.700249 = -2214585.887632
  nChanged 1069
		SP:Iteration 7Q (123428.240000 sec): 3 clusters
  Score: Raw -2218553.716819 + Penalty 3251.700249 = -2215302.016570
  nChanged 907
		SP:Iteration 8Q (123428.510000 sec): 3 clusters
  Score: Raw -2219132.259077 + Penalty 3251.700249 = -2215880.558828
  nChanged 734
		SP:Iteration 9Q (123428.850000 sec): 3 clusters
  Score: Raw -2219552.918581 + Penalty 3251.700249 = -2216301.218332
  nChanged 606
		SP:Iteration 10Q (123429.110000 sec): 3 clusters
  Score: Raw -2219831.637500 + Penalty 3251.700249 = -2216579.937251
  nChanged 444
		SP:Iteration 11Q (123429.480000 sec): 3 clusters
  Score: Raw -2220004.206666 + Penalty 3251.700249 = -2216752.506417
  nChanged 350
		SP:Iteration 12Q (123429.780000 sec): 3 clusters
  Score: Raw -2220129.226153 + Penalty 3251.700249 = -2216877.525903
  nChanged 301
		SP:Iteration 13Q (123430.100000 sec): 3 clusters
  Score: Raw -2220235.291303 + Penalty 3251.700249 = -2216983.591054
  nChanged 271
		SP:Iteration 14Q (123430.420000 sec): 3 clusters
  Score: Raw -2220326.698054 + Penalty 3251.700249 = -2217074.997804
  nChanged 226
		SP:Iteration 15Q (123430.780000 sec): 3 clusters
  Score: Raw -2220410.341196 + Penalty 3251.700249 = -2217158.640946
  nChanged 239
		SP:Iteration 16Q (123431.080000 sec): 3 clusters
  Score: Raw -2220503.207258 + Penalty 3251.700249 = -2217251.507009
  nChanged 218
		SP:Iteration 17Q (123431.380000 sec): 3 clusters
  Score: Raw -2220584.775112 + Penalty 3251.700249 = -2217333.074863
  nChanged 205
		SP:Iteration 18Q (123431.710000 sec): 3 clusters
  Score: Raw -2220649.386024 + Penalty 3251.700249 = -2217397.685775
  nChanged 177
		SP:Iteration 19Q (123432.020000 sec): 3 clusters
  Score: Raw -2220699.811579 + Penalty 3251.700249 = -2217448.111330
  nChanged 154
		SP:Iteration 20F (123432.330000 sec): 3 clusters
  Score: Raw -2220741.961091 + Penalty 3251.700249 = -2217490.260841
  nChanged 147
		SP:Iteration 21Q (123432.730000 sec): 3 clusters
  Score: Raw -2220783.093887 + Penalty 3251.700249 = -2217531.393637
  nChanged 139
		SP:Iteration 22Q (123433.100000 sec): 3 clusters
  Score: Raw -2220818.266125 + Penalty 3251.700249 = -2217566.565876
  nChanged 124
		SP:Iteration 23Q (123433.360000 sec): 3 clusters
  Score: Raw -2220845.180775 + Penalty 3251.700249 = -2217593.480526
  nChanged 120
		SP:Iteration 24Q (123433.670000 sec): 3 clusters
  Score: Raw -2220869.792479 + Penalty 3251.700249 = -2217618.092229
  nChanged 99
		SP:Iteration 25Q (123434.010000 sec): 3 clusters
  Score: Raw -2220889.366774 + Penalty 3251.700249 = -2217637.666525
  nChanged 76
		SP:Iteration 26Q (123434.340000 sec): 3 clusters
  Score: Raw -2220901.100892 + Penalty 3251.700249 = -2217649.400643
  nChanged 53
		SP:Iteration 27Q (123434.710000 sec): 3 clusters
  Score: Raw -2220910.789762 + Penalty 3251.700249 = -2217659.089513
  nChanged 65
		SP:Iteration 28Q (123435.080000 sec): 3 clusters
  Score: Raw -2220921.256562 + Penalty 3251.700249 = -2217669.556313
  nChanged 51
		SP:Iteration 29Q (123435.440000 sec): 3 clusters
  Score: Raw -2220930.263370 + Penalty 3251.700249 = -2217678.563121
  nChanged 52
		SP:Iteration 30Q (123435.760000 sec): 3 clusters
  Score: Raw -2220938.275693 + Penalty 3251.700249 = -2217686.575444
  nChanged 58
		SP:Iteration 31Q (123436.100000 sec): 3 clusters
  Score: Raw -2220947.054938 + Penalty 3251.700249 = -2217695.354688
  nChanged 58
		SP:Iteration 32Q (123436.430000 sec): 3 clusters
  Score: Raw -2220956.049426 + Penalty 3251.700249 = -2217704.349176
  nChanged 47
		SP:Iteration 33Q (123436.760000 sec): 3 clusters
  Score: Raw -2220963.159741 + Penalty 3251.700249 = -2217711.459491
  nChanged 42
		SP:Iteration 34Q (123437.030000 sec): 3 clusters
  Score: Raw -2220968.994556 + Penalty 3251.700249 = -2217717.294307
  nChanged 34
		SP:Iteration 35Q (123437.320000 sec): 3 clusters
  Score: Raw -2220973.150652 + Penalty 3251.700249 = -2217721.450402
  nChanged 33
		SP:Iteration 36Q (123437.600000 sec): 3 clusters
  Score: Raw -2220977.469863 + Penalty 3251.700249 = -2217725.769613
  nChanged 45
		SP:Iteration 37Q (123437.840000 sec): 3 clusters
  Score: Raw -2220983.063159 + Penalty 3251.700249 = -2217731.362909
  nChanged 39
		SP:Iteration 38Q (123438.120000 sec): 3 clusters
  Score: Raw -2220987.786008 + Penalty 3251.700249 = -2217736.085759
  nChanged 39
		SP:Iteration 39Q (123438.480000 sec): 3 clusters
  Score: Raw -2220993.414740 + Penalty 3251.700249 = -2217741.714491
  nChanged 42
		SP:Iteration 40F (123438.760000 sec): 3 clusters
  Score: Raw -2221000.425880 + Penalty 3251.700249 = -2217748.725630
  nChanged 47
		SP:Iteration 41Q (123439.030000 sec): 3 clusters
  Score: Raw -2221007.877781 + Penalty 3251.700249 = -2217756.177531
  nChanged 45
		SP:Iteration 42Q (123439.350000 sec): 3 clusters
  Score: Raw -2221015.225790 + Penalty 3251.700249 = -2217763.525540
  nChanged 47
		SP:Iteration 43Q (123439.650000 sec): 3 clusters
  Score: Raw -2221022.451386 + Penalty 3251.700249 = -2217770.751136
  nChanged 53
		SP:Iteration 44Q (123440.020000 sec): 3 clusters
  Score: Raw -2221033.171054 + Penalty 3251.700249 = -2217781.470805
  nChanged 50
		SP:Iteration 45Q (123440.360000 sec): 3 clusters
  Score: Raw -2221042.256669 + Penalty 3251.700249 = -2217790.556420
  nChanged 51
		SP:Iteration 46Q (123440.640000 sec): 3 clusters
  Score: Raw -2221051.518304 + Penalty 3251.700249 = -2217799.818055
  nChanged 53
		SP:Iteration 47Q (123441.010000 sec): 3 clusters
  Score: Raw -2221062.415925 + Penalty 3251.700249 = -2217810.715676
  nChanged 62
		SP:Iteration 48Q (123441.320000 sec): 3 clusters
  Score: Raw -2221073.115517 + Penalty 3251.700249 = -2217821.415268
  nChanged 49
		SP:Iteration 49Q (123441.630000 sec): 3 clusters
  Score: Raw -2221081.310442 + Penalty 3251.700249 = -2217829.610192
  nChanged 50
		SP:Iteration 50Q (123441.960000 sec): 3 clusters
  Score: Raw -2221090.850685 + Penalty 3251.700249 = -2217839.150435
  nChanged 59
		SP:Iteration 51Q (123442.280000 sec): 3 clusters
  Score: Raw -2221102.107022 + Penalty 3251.700249 = -2217850.406773
  nChanged 54
		SP:Iteration 52Q (123442.660000 sec): 3 clusters
  Score: Raw -2221110.618515 + Penalty 3251.700249 = -2217858.918265
  nChanged 57
		SP:Iteration 53Q (123442.970000 sec): 3 clusters
  Score: Raw -2221122.186093 + Penalty 3251.700249 = -2217870.485844
  nChanged 59
		SP:Iteration 54Q (123443.250000 sec): 3 clusters
  Score: Raw -2221134.203768 + Penalty 3251.700249 = -2217882.503519
  nChanged 60
		SP:Iteration 55Q (123443.590000 sec): 3 clusters
  Score: Raw -2221148.546644 + Penalty 3251.700249 = -2217896.846395
  nChanged 59
		SP:Iteration 56Q (123443.920000 sec): 3 clusters
  Score: Raw -2221163.128667 + Penalty 3251.700249 = -2217911.428418
  nChanged 65
		SP:Iteration 57Q (123444.250000 sec): 3 clusters
  Score: Raw -2221180.308718 + Penalty 3251.700249 = -2217928.608469
  nChanged 71
		SP:Iteration 58Q (123444.630000 sec): 3 clusters
  Score: Raw -2221199.250111 + Penalty 3251.700249 = -2217947.549861
  nChanged 76
		SP:Iteration 59Q (123444.980000 sec): 3 clusters
  Score: Raw -2221215.361349 + Penalty 3251.700249 = -2217963.661099
  nChanged 56
		SP:Iteration 60F (123445.300000 sec): 3 clusters
  Score: Raw -2221226.855029 + Penalty 3251.700249 = -2217975.154779
  nChanged 59
		SP:Iteration 61Q (123445.620000 sec): 3 clusters
  Score: Raw -2221238.546151 + Penalty 3251.700249 = -2217986.845902
  nChanged 54
		SP:Iteration 62Q (123445.890000 sec): 3 clusters
  Score: Raw -2221249.715851 + Penalty 3251.700249 = -2217998.015602
  nChanged 36
		SP:Iteration 63Q (123446.220000 sec): 3 clusters
  Score: Raw -2221257.181135 + Penalty 3251.700249 = -2218005.480886
  nChanged 49
		SP:Iteration 64Q (123446.560000 sec): 3 clusters
  Score: Raw -2221270.774099 + Penalty 3251.700249 = -2218019.073850
  nChanged 46
		SP:Iteration 65Q (123446.910000 sec): 3 clusters
  Score: Raw -2221281.746802 + Penalty 3251.700249 = -2218030.046552
  nChanged 40
		SP:Iteration 66Q (123447.150000 sec): 3 clusters
  Score: Raw -2221291.259965 + Penalty 3251.700249 = -2218039.559715
  nChanged 31
		SP:Iteration 67Q (123447.550000 sec): 3 clusters
  Score: Raw -2221298.456355 + Penalty 3251.700249 = -2218046.756106
  nChanged 35
		SP:Iteration 68Q (123447.870000 sec): 3 clusters
  Score: Raw -2221305.702293 + Penalty 3251.700249 = -2218054.002044
  nChanged 24
		SP:Iteration 69Q (123448.200000 sec): 3 clusters
  Score: Raw -2221310.552188 + Penalty 3251.700249 = -2218058.851939
  nChanged 27
		SP:Iteration 70Q (123448.500000 sec): 3 clusters
  Score: Raw -2221316.786543 + Penalty 3251.700249 = -2218065.086294
  nChanged 29
		SP:Iteration 71Q (123448.790000 sec): 3 clusters
  Score: Raw -2221322.404219 + Penalty 3251.700249 = -2218070.703970
  nChanged 20
		SP:Iteration 72Q (123449.050000 sec): 3 clusters
  Score: Raw -2221326.042871 + Penalty 3251.700249 = -2218074.342621
  nChanged 16
		SP:Iteration 73Q (123449.360000 sec): 3 clusters
  Score: Raw -2221328.953730 + Penalty 3251.700249 = -2218077.253481
  nChanged 16
		SP:Iteration 74Q (123449.690000 sec): 3 clusters
  Score: Raw -2221333.551568 + Penalty 3251.700249 = -2218081.851319
  nChanged 25
		SP:Iteration 75Q (123450.000000 sec): 3 clusters
  Score: Raw -2221339.240341 + Penalty 3251.700249 = -2218087.540092
  nChanged 18
		SP:Iteration 76Q (123450.290000 sec): 3 clusters
  Score: Raw -2221342.925973 + Penalty 3251.700249 = -2218091.225724
  nChanged 20
		SP:Iteration 77Q (123450.660000 sec): 3 clusters
  Score: Raw -2221346.080787 + Penalty 3251.700249 = -2218094.380538
  nChanged 23
		SP:Iteration 78Q (123450.960000 sec): 3 clusters
  Score: Raw -2221350.027146 + Penalty 3251.700249 = -2218098.326897
  nChanged 24
		SP:Iteration 79Q (123451.270000 sec): 3 clusters
  Score: Raw -2221354.995552 + Penalty 3251.700249 = -2218103.295302
  nChanged 19
		SP:Iteration 80F (123451.610000 sec): 3 clusters
  Score: Raw -2221359.902748 + Penalty 3251.700249 = -2218108.202499
  nChanged 30
		SP:Iteration 81Q (123451.880000 sec): 3 clusters
  Score: Raw -2221367.914545 + Penalty 3251.700249 = -2218116.214296
  nChanged 29
		SP:Iteration 82Q (123452.170000 sec): 3 clusters
  Score: Raw -2221374.895661 + Penalty 3251.700249 = -2218123.195412
  nChanged 32
		SP:Iteration 83Q (123452.480000 sec): 3 clusters
  Score: Raw -2221383.208286 + Penalty 3251.700249 = -2218131.508037
  nChanged 25
		SP:Iteration 84Q (123452.810000 sec): 3 clusters
  Score: Raw -2221388.840140 + Penalty 3251.700249 = -2218137.139890
  nChanged 31
		SP:Iteration 85Q (123453.150000 sec): 3 clusters
  Score: Raw -2221395.198594 + Penalty 3251.700249 = -2218143.498345
  nChanged 30
		SP:Iteration 86Q (123453.460000 sec): 3 clusters
  Score: Raw -2221401.500661 + Penalty 3251.700249 = -2218149.800412
  nChanged 23
		SP:Iteration 87Q (123453.740000 sec): 3 clusters
  Score: Raw -2221407.029816 + Penalty 3251.700249 = -2218155.329566
  nChanged 20
		SP:Iteration 88Q (123454.080000 sec): 3 clusters
  Score: Raw -2221411.781279 + Penalty 3251.700249 = -2218160.081029
  nChanged 13
		SP:Iteration 89Q (123454.450000 sec): 3 clusters
  Score: Raw -2221414.434996 + Penalty 3251.700249 = -2218162.734746
  nChanged 11
		SP:Iteration 90Q (123454.830000 sec): 3 clusters
  Score: Raw -2221416.350877 + Penalty 3251.700249 = -2218164.650627
  nChanged 9
		SP:Iteration 91Q (123455.130000 sec): 3 clusters
  Score: Raw -2221417.726716 + Penalty 3251.700249 = -2218166.026467
  nChanged 6
		SP:Iteration 92Q (123455.430000 sec): 3 clusters
  Score: Raw -2221418.622109 + Penalty 3251.700249 = -2218166.921859
  nChanged 5
		SP:Iteration 93Q (123455.720000 sec): 3 clusters
  Score: Raw -2221419.446489 + Penalty 3251.700249 = -2218167.746240
  nChanged 11
		SP:Iteration 94Q (123455.980000 sec): 3 clusters
  Score: Raw -2221421.457083 + Penalty 3251.700249 = -2218169.756834
  nChanged 7
		SP:Iteration 95Q (123456.300000 sec): 3 clusters
  Score: Raw -2221422.841142 + Penalty 3251.700249 = -2218171.140892
  nChanged 13
		SP:Iteration 96Q (123456.640000 sec): 3 clusters
  Score: Raw -2221425.267254 + Penalty 3251.700249 = -2218173.567005
  nChanged 15
		SP:Iteration 97Q (123456.960000 sec): 3 clusters
  Score: Raw -2221429.285672 + Penalty 3251.700249 = -2218177.585423
  nChanged 9
		SP:Iteration 98Q (123457.300000 sec): 3 clusters
  Score: Raw -2221431.294293 + Penalty 3251.700249 = -2218179.594044
  nChanged 6
		SP:Iteration 99Q (123457.600000 sec): 3 clusters
  Score: Raw -2221432.549403 + Penalty 3251.700249 = -2218180.849153
  nChanged 7
		SP:Iteration 100F (123457.920000 sec): 3 clusters
  Score: Raw -2221434.221696 + Penalty 3251.700249 = -2218182.521447
  nChanged 10
		SP:Iteration 101Q (123458.320000 sec): 3 clusters
  Score: Raw -2221435.861872 + Penalty 3251.700249 = -2218184.161622
  nChanged 14
		SP:Iteration 102Q (123458.610000 sec): 3 clusters
  Score: Raw -2221438.188830 + Penalty 3251.700249 = -2218186.488581
  nChanged 6
		SP:Iteration 103Q (123458.960000 sec): 3 clusters
  Score: Raw -2221439.118486 + Penalty 3251.700249 = -2218187.418237
  nChanged 5
		SP:Iteration 104Q (123459.280000 sec): 3 clusters
  Score: Raw -2221439.664594 + Penalty 3251.700249 = -2218187.964344
  nChanged 2
		SP:Iteration 105Q (123459.640000 sec): 3 clusters
  Score: Raw -2221439.935821 + Penalty 3251.700249 = -2218188.235572
  nChanged 2
		SP:Iteration 106Q (123459.960000 sec): 3 clusters
  Score: Raw -2221440.193263 + Penalty 3251.700249 = -2218188.493013
  nChanged 0
		SP:Iteration 107F (123460.220000 sec): 3 clusters
  Score: Raw -2221440.193263 + Penalty 3251.700249 = -2218188.493013
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 34 (8685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123460.380000 sec): 2 clusters
  Score: Raw -1059648.492616 + Penalty 1473.769810 = -1058174.722806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123460.640000 sec): 3 clusters
  Score: Raw -1054856.172506 + Penalty 2947.539621 = -1051908.632885
  nChanged 3679
		SP:Iteration 1F (123460.860000 sec): 3 clusters
  Score: Raw -1056822.301182 + Penalty 2947.539621 = -1053874.761561
  nChanged 582
		SP:Iteration 2F (123461.080000 sec): 3 clusters
  Score: Raw -1057111.022096 + Penalty 2947.539621 = -1054163.482475
  nChanged 487
		SP:Iteration 3F (123461.300000 sec): 3 clusters
  Score: Raw -1057401.140300 + Penalty 2947.539621 = -1054453.600679
  nChanged 473
		SP:Iteration 4F (123461.530000 sec): 3 clusters
  Score: Raw -1057690.236582 + Penalty 2947.539621 = -1054742.696962
  nChanged 450
		SP:Iteration 5F (123461.740000 sec): 3 clusters
  Score: Raw -1057957.074183 + Penalty 2947.539621 = -1055009.534562
  nChanged 434
		SP:Iteration 6Q (123461.940000 sec): 3 clusters
  Score: Raw -1058214.336057 + Penalty 2947.539621 = -1055266.796436
  nChanged 404
		SP:Iteration 7Q (123462.150000 sec): 3 clusters
  Score: Raw -1058452.248687 + Penalty 2947.539621 = -1055504.709066
  nChanged 334
		SP:Iteration 8Q (123462.360000 sec): 3 clusters
  Score: Raw -1058642.091284 + Penalty 2947.539621 = -1055694.551663
  nChanged 305
		SP:Iteration 9Q (123462.550000 sec): 3 clusters
  Score: Raw -1058829.136343 + Penalty 2947.539621 = -1055881.596722
  nChanged 275
		SP:Iteration 10Q (123462.760000 sec): 3 clusters
  Score: Raw -1059005.707592 + Penalty 2947.539621 = -1056058.167972
  nChanged 253
		SP:Iteration 11Q (123463.060000 sec): 3 clusters
  Score: Raw -1059187.793603 + Penalty 2947.539621 = -1056240.253982
  nChanged 230
		SP:Iteration 12Q (123463.300000 sec): 3 clusters
  Score: Raw -1059335.215047 + Penalty 2947.539621 = -1056387.675426
  nChanged 171
		SP:Iteration 13Q (123463.550000 sec): 3 clusters
  Score: Raw -1059431.420730 + Penalty 2947.539621 = -1056483.881109
  nChanged 138
		SP:Iteration 14Q (123463.800000 sec): 3 clusters
  Score: Raw -1059499.899831 + Penalty 2947.539621 = -1056552.360210
  nChanged 111
		SP:Iteration 15Q (123464.090000 sec): 3 clusters
  Score: Raw -1059556.255193 + Penalty 2947.539621 = -1056608.715573
  nChanged 104
		SP:Iteration 16Q (123464.270000 sec): 3 clusters
  Score: Raw -1059611.959651 + Penalty 2947.539621 = -1056664.420031
  nChanged 92
		SP:Iteration 17Q (123464.510000 sec): 3 clusters
  Score: Raw -1059653.214537 + Penalty 2947.539621 = -1056705.674916
  nChanged 66
		SP:Iteration 18Q (123464.750000 sec): 3 clusters
  Score: Raw -1059683.482529 + Penalty 2947.539621 = -1056735.942909
  nChanged 81
		SP:Iteration 19Q (123465.000000 sec): 3 clusters
  Score: Raw -1059725.147592 + Penalty 2947.539621 = -1056777.607971
  nChanged 78
		SP:Iteration 20F (123465.190000 sec): 3 clusters
  Score: Raw -1059766.714100 + Penalty 2947.539621 = -1056819.174480
  nChanged 81
		SP:Iteration 21Q (123465.430000 sec): 3 clusters
  Score: Raw -1059813.627144 + Penalty 2947.539621 = -1056866.087523
  nChanged 72
		SP:Iteration 22Q (123465.670000 sec): 3 clusters
  Score: Raw -1059855.810508 + Penalty 2947.539621 = -1056908.270888
  nChanged 62
		SP:Iteration 23Q (123465.890000 sec): 3 clusters
  Score: Raw -1059885.156733 + Penalty 2947.539621 = -1056937.617113
  nChanged 55
		SP:Iteration 24Q (123466.080000 sec): 3 clusters
  Score: Raw -1059907.939654 + Penalty 2947.539621 = -1056960.400033
  nChanged 48
		SP:Iteration 25Q (123466.340000 sec): 3 clusters
  Score: Raw -1059925.119743 + Penalty 2947.539621 = -1056977.580123
  nChanged 45
		SP:Iteration 26Q (123466.590000 sec): 3 clusters
  Score: Raw -1059951.126662 + Penalty 2947.539621 = -1057003.587041
  nChanged 49
		SP:Iteration 27Q (123466.870000 sec): 3 clusters
  Score: Raw -1059975.538189 + Penalty 2947.539621 = -1057027.998569
  nChanged 52
		SP:Iteration 28Q (123467.130000 sec): 3 clusters
  Score: Raw -1059997.793823 + Penalty 2947.539621 = -1057050.254202
  nChanged 46
		SP:Iteration 29Q (123467.350000 sec): 3 clusters
  Score: Raw -1060018.119955 + Penalty 2947.539621 = -1057070.580334
  nChanged 40
		SP:Iteration 30Q (123467.570000 sec): 3 clusters
  Score: Raw -1060032.129820 + Penalty 2947.539621 = -1057084.590200
  nChanged 31
		SP:Iteration 31Q (123467.810000 sec): 3 clusters
  Score: Raw -1060041.030315 + Penalty 2947.539621 = -1057093.490694
  nChanged 32
		SP:Iteration 32Q (123468.050000 sec): 3 clusters
  Score: Raw -1060051.051278 + Penalty 2947.539621 = -1057103.511657
  nChanged 24
		SP:Iteration 33Q (123468.250000 sec): 3 clusters
  Score: Raw -1060057.996719 + Penalty 2947.539621 = -1057110.457099
  nChanged 20
		SP:Iteration 34Q (123468.500000 sec): 3 clusters
  Score: Raw -1060063.717314 + Penalty 2947.539621 = -1057116.177694
  nChanged 21
		SP:Iteration 35Q (123468.730000 sec): 3 clusters
  Score: Raw -1060071.438754 + Penalty 2947.539621 = -1057123.899133
  nChanged 18
		SP:Iteration 36Q (123468.980000 sec): 3 clusters
  Score: Raw -1060076.932225 + Penalty 2947.539621 = -1057129.392605
  nChanged 18
		SP:Iteration 37Q (123469.220000 sec): 3 clusters
  Score: Raw -1060082.338789 + Penalty 2947.539621 = -1057134.799169
  nChanged 18
		SP:Iteration 38Q (123469.490000 sec): 3 clusters
  Score: Raw -1060088.573879 + Penalty 2947.539621 = -1057141.034259
  nChanged 20
		SP:Iteration 39Q (123469.750000 sec): 3 clusters
  Score: Raw -1060095.579419 + Penalty 2947.539621 = -1057148.039799
  nChanged 17
		SP:Iteration 40F (123469.950000 sec): 3 clusters
  Score: Raw -1060100.217795 + Penalty 2947.539621 = -1057152.678174
  nChanged 10
		SP:Iteration 41Q (123470.150000 sec): 3 clusters
  Score: Raw -1060102.684238 + Penalty 2947.539621 = -1057155.144617
  nChanged 6
		SP:Iteration 42Q (123470.390000 sec): 3 clusters
  Score: Raw -1060104.030059 + Penalty 2947.539621 = -1057156.490439
  nChanged 7
		SP:Iteration 43Q (123470.530000 sec): 3 clusters
  Score: Raw -1060105.874128 + Penalty 2947.539621 = -1057158.334508
  nChanged 6
		SP:Iteration 44Q (123470.770000 sec): 3 clusters
  Score: Raw -1060107.198827 + Penalty 2947.539621 = -1057159.659207
  nChanged 7
		SP:Iteration 45Q (123470.980000 sec): 3 clusters
  Score: Raw -1060109.337049 + Penalty 2947.539621 = -1057161.797428
  nChanged 8
		SP:Iteration 46Q (123471.170000 sec): 3 clusters
  Score: Raw -1060111.429553 + Penalty 2947.539621 = -1057163.889932
  nChanged 5
		SP:Iteration 47Q (123471.440000 sec): 3 clusters
  Score: Raw -1060112.686317 + Penalty 2947.539621 = -1057165.146697
  nChanged 4
		SP:Iteration 48Q (123471.590000 sec): 3 clusters
  Score: Raw -1060113.883700 + Penalty 2947.539621 = -1057166.344079
  nChanged 10
		SP:Iteration 49Q (123471.840000 sec): 3 clusters
  Score: Raw -1060115.830769 + Penalty 2947.539621 = -1057168.291148
  nChanged 12
		SP:Iteration 50Q (123471.990000 sec): 3 clusters
  Score: Raw -1060118.293575 + Penalty 2947.539621 = -1057170.753954
  nChanged 11
		SP:Iteration 51Q (123472.180000 sec): 3 clusters
  Score: Raw -1060120.888246 + Penalty 2947.539621 = -1057173.348625
  nChanged 14
		SP:Iteration 52Q (123472.410000 sec): 3 clusters
  Score: Raw -1060123.799372 + Penalty 2947.539621 = -1057176.259751
  nChanged 8
		SP:Iteration 53Q (123472.630000 sec): 3 clusters
  Score: Raw -1060125.929908 + Penalty 2947.539621 = -1057178.390288
  nChanged 6
		SP:Iteration 54Q (123472.820000 sec): 3 clusters
  Score: Raw -1060127.395938 + Penalty 2947.539621 = -1057179.856317
  nChanged 7
		SP:Iteration 55Q (123473.030000 sec): 3 clusters
  Score: Raw -1060129.360597 + Penalty 2947.539621 = -1057181.820977
  nChanged 6
		SP:Iteration 56Q (123473.300000 sec): 3 clusters
  Score: Raw -1060130.766701 + Penalty 2947.539621 = -1057183.227080
  nChanged 7
		SP:Iteration 57Q (123473.590000 sec): 3 clusters
  Score: Raw -1060132.280178 + Penalty 2947.539621 = -1057184.740557
  nChanged 5
		SP:Iteration 58Q (123473.810000 sec): 3 clusters
  Score: Raw -1060133.409186 + Penalty 2947.539621 = -1057185.869566
  nChanged 6
		SP:Iteration 59Q (123474.090000 sec): 3 clusters
  Score: Raw -1060134.673338 + Penalty 2947.539621 = -1057187.133718
  nChanged 5
		SP:Iteration 60F (123474.290000 sec): 3 clusters
  Score: Raw -1060135.678599 + Penalty 2947.539621 = -1057188.138979
  nChanged 5
		SP:Iteration 61Q (123474.570000 sec): 3 clusters
  Score: Raw -1060136.320614 + Penalty 2947.539621 = -1057188.780993
  nChanged 4
		SP:Iteration 62Q (123474.850000 sec): 3 clusters
  Score: Raw -1060137.338897 + Penalty 2947.539621 = -1057189.799277
  nChanged 6
		SP:Iteration 63Q (123475.150000 sec): 3 clusters
  Score: Raw -1060139.114866 + Penalty 2947.539621 = -1057191.575246
  nChanged 4
		SP:Iteration 64Q (123475.420000 sec): 3 clusters
  Score: Raw -1060140.063217 + Penalty 2947.539621 = -1057192.523596
  nChanged 6
		SP:Iteration 65Q (123475.650000 sec): 3 clusters
  Score: Raw -1060141.414412 + Penalty 2947.539621 = -1057193.874791
  nChanged 7
		SP:Iteration 66Q (123475.870000 sec): 3 clusters
  Score: Raw -1060142.557280 + Penalty 2947.539621 = -1057195.017659
  nChanged 5
		SP:Iteration 67Q (123476.080000 sec): 3 clusters
  Score: Raw -1060143.945223 + Penalty 2947.539621 = -1057196.405602
  nChanged 4
		SP:Iteration 68Q (123476.330000 sec): 3 clusters
  Score: Raw -1060144.745256 + Penalty 2947.539621 = -1057197.205635
  nChanged 4
		SP:Iteration 69Q (123476.620000 sec): 3 clusters
  Score: Raw -1060145.672369 + Penalty 2947.539621 = -1057198.132748
  nChanged 7
		SP:Iteration 70Q (123476.830000 sec): 3 clusters
  Score: Raw -1060147.367900 + Penalty 2947.539621 = -1057199.828279
  nChanged 3
		SP:Iteration 71Q (123477.060000 sec): 3 clusters
  Score: Raw -1060148.344700 + Penalty 2947.539621 = -1057200.805079
  nChanged 2
		SP:Iteration 72Q (123477.270000 sec): 3 clusters
  Score: Raw -1060148.822775 + Penalty 2947.539621 = -1057201.283155
  nChanged 4
		SP:Iteration 73Q (123477.500000 sec): 3 clusters
  Score: Raw -1060150.398808 + Penalty 2947.539621 = -1057202.859187
  nChanged 3
		SP:Iteration 74Q (123477.710000 sec): 3 clusters
  Score: Raw -1060151.043508 + Penalty 2947.539621 = -1057203.503887
  nChanged 3
		SP:Iteration 75Q (123477.940000 sec): 3 clusters
  Score: Raw -1060151.587822 + Penalty 2947.539621 = -1057204.048201
  nChanged 2
		SP:Iteration 76Q (123478.180000 sec): 3 clusters
  Score: Raw -1060152.127801 + Penalty 2947.539621 = -1057204.588180
  nChanged 2
		SP:Iteration 77Q (123478.440000 sec): 3 clusters
  Score: Raw -1060152.572645 + Penalty 2947.539621 = -1057205.033024
  nChanged 2
		SP:Iteration 78Q (123478.650000 sec): 3 clusters
  Score: Raw -1060153.261790 + Penalty 2947.539621 = -1057205.722169
  nChanged 4
		SP:Iteration 79Q (123478.850000 sec): 3 clusters
  Score: Raw -1060154.656125 + Penalty 2947.539621 = -1057207.116504
  nChanged 7
		SP:Iteration 80F (123479.090000 sec): 3 clusters
  Score: Raw -1060156.767385 + Penalty 2947.539621 = -1057209.227765
  nChanged 5
		SP:Iteration 81Q (123479.320000 sec): 3 clusters
  Score: Raw -1060157.943141 + Penalty 2947.539621 = -1057210.403521
  nChanged 5
		SP:Iteration 82Q (123479.530000 sec): 3 clusters
  Score: Raw -1060158.765184 + Penalty 2947.539621 = -1057211.225564
  nChanged 2
		SP:Iteration 83Q (123479.740000 sec): 3 clusters
  Score: Raw -1060159.104674 + Penalty 2947.539621 = -1057211.565053
  nChanged 1
		SP:Iteration 84Q (123479.990000 sec): 3 clusters
  Score: Raw -1060159.339121 + Penalty 2947.539621 = -1057211.799500
  nChanged 1
		SP:Iteration 85Q (123480.170000 sec): 3 clusters
  Score: Raw -1060159.692462 + Penalty 2947.539621 = -1057212.152841
  nChanged 2
		SP:Iteration 86Q (123480.390000 sec): 3 clusters
  Score: Raw -1060160.005659 + Penalty 2947.539621 = -1057212.466039
  nChanged 0
		SP:Iteration 87F (123480.630000 sec): 3 clusters
  Score: Raw -1060160.005659 + Penalty 2947.539621 = -1057212.466039
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 35 (24182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123480.890000 sec): 2 clusters
  Score: Raw -2764720.470878 + Penalty 1640.171623 = -2763080.299255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123481.210000 sec): 3 clusters
  Score: Raw -2749958.756948 + Penalty 3280.343246 = -2746678.413702
  nChanged 11026
		SP:Iteration 1F (123481.520000 sec): 3 clusters
  Score: Raw -2756241.843011 + Penalty 3280.343246 = -2752961.499765
  nChanged 1114
		SP:Iteration 2Q (123481.910000 sec): 3 clusters
  Score: Raw -2756687.646684 + Penalty 3280.343246 = -2753407.303438
  nChanged 1117
		SP:Iteration 3Q (123482.310000 sec): 3 clusters
  Score: Raw -2757183.782704 + Penalty 3280.343246 = -2753903.439459
  nChanged 1117
		SP:Iteration 4Q (123482.620000 sec): 3 clusters
  Score: Raw -2757664.815638 + Penalty 3280.343246 = -2754384.472392
  nChanged 1091
		SP:Iteration 5Q (123482.950000 sec): 3 clusters
  Score: Raw -2758173.231438 + Penalty 3280.343246 = -2754892.888192
  nChanged 1156
		SP:Iteration 6Q (123483.290000 sec): 3 clusters
  Score: Raw -2758752.443057 + Penalty 3280.343246 = -2755472.099811
  nChanged 1157
		SP:Iteration 7Q (123483.610000 sec): 3 clusters
  Score: Raw -2759360.615353 + Penalty 3280.343246 = -2756080.272107
  nChanged 1167
		SP:Iteration 8Q (123483.990000 sec): 3 clusters
  Score: Raw -2760012.082974 + Penalty 3280.343246 = -2756731.739728
  nChanged 1103
		SP:Iteration 9Q (123484.320000 sec): 3 clusters
  Score: Raw -2760605.717146 + Penalty 3280.343246 = -2757325.373900
  nChanged 963
		SP:Iteration 10Q (123484.690000 sec): 3 clusters
  Score: Raw -2761028.656089 + Penalty 3280.343246 = -2757748.312843
  nChanged 773
		SP:Iteration 11Q (123484.970000 sec): 3 clusters
  Score: Raw -2761321.683456 + Penalty 3280.343246 = -2758041.340210
  nChanged 644
		SP:Iteration 12Q (123485.260000 sec): 3 clusters
  Score: Raw -2761536.689940 + Penalty 3280.343246 = -2758256.346694
  nChanged 554
		SP:Iteration 13Q (123485.640000 sec): 3 clusters
  Score: Raw -2761717.407640 + Penalty 3280.343246 = -2758437.064394
  nChanged 479
		SP:Iteration 14Q (123485.940000 sec): 3 clusters
  Score: Raw -2761852.424940 + Penalty 3280.343246 = -2758572.081694
  nChanged 364
		SP:Iteration 15Q (123486.260000 sec): 3 clusters
  Score: Raw -2761954.220164 + Penalty 3280.343246 = -2758673.876918
  nChanged 341
		SP:Iteration 16Q (123486.540000 sec): 3 clusters
  Score: Raw -2762051.668035 + Penalty 3280.343246 = -2758771.324789
  nChanged 311
		SP:Iteration 17Q (123486.840000 sec): 3 clusters
  Score: Raw -2762133.358880 + Penalty 3280.343246 = -2758853.015635
  nChanged 292
		SP:Iteration 18Q (123487.130000 sec): 3 clusters
  Score: Raw -2762208.634473 + Penalty 3280.343246 = -2758928.291227
  nChanged 292
		SP:Iteration 19Q (123487.480000 sec): 3 clusters
  Score: Raw -2762278.475214 + Penalty 3280.343246 = -2758998.131968
  nChanged 310
		SP:Iteration 20F (123487.770000 sec): 3 clusters
  Score: Raw -2762362.619613 + Penalty 3280.343246 = -2759082.276367
  nChanged 327
		SP:Iteration 21Q (123488.060000 sec): 3 clusters
  Score: Raw -2762460.801343 + Penalty 3280.343246 = -2759180.458097
  nChanged 352
		SP:Iteration 22Q (123488.400000 sec): 3 clusters
  Score: Raw -2762572.732479 + Penalty 3280.343246 = -2759292.389233
  nChanged 353
		SP:Iteration 23Q (123488.730000 sec): 3 clusters
  Score: Raw -2762686.675914 + Penalty 3280.343246 = -2759406.332668
  nChanged 380
		SP:Iteration 24Q (123489.060000 sec): 3 clusters
  Score: Raw -2762821.964116 + Penalty 3280.343246 = -2759541.620870
  nChanged 402
		SP:Iteration 25Q (123489.340000 sec): 3 clusters
  Score: Raw -2762982.646709 + Penalty 3280.343246 = -2759702.303463
  nChanged 415
		SP:Iteration 26Q (123489.590000 sec): 3 clusters
  Score: Raw -2763153.801609 + Penalty 3280.343246 = -2759873.458363
  nChanged 427
		SP:Iteration 27Q (123489.890000 sec): 3 clusters
  Score: Raw -2763356.774090 + Penalty 3280.343246 = -2760076.430844
  nChanged 423
		SP:Iteration 28Q (123490.190000 sec): 3 clusters
  Score: Raw -2763565.679719 + Penalty 3280.343246 = -2760285.336473
  nChanged 419
		SP:Iteration 29Q (123490.470000 sec): 3 clusters
  Score: Raw -2763777.599351 + Penalty 3280.343246 = -2760497.256105
  nChanged 414
		SP:Iteration 30Q (123490.730000 sec): 3 clusters
  Score: Raw -2763986.905526 + Penalty 3280.343246 = -2760706.562280
  nChanged 377
		SP:Iteration 31Q (123491.030000 sec): 3 clusters
  Score: Raw -2764174.151740 + Penalty 3280.343246 = -2760893.808494
  nChanged 327
		SP:Iteration 32Q (123491.420000 sec): 3 clusters
  Score: Raw -2764335.118717 + Penalty 3280.343246 = -2761054.775471
  nChanged 299
		SP:Iteration 33Q (123491.770000 sec): 3 clusters
  Score: Raw -2764489.755982 + Penalty 3280.343246 = -2761209.412736
  nChanged 263
		SP:Iteration 34Q (123492.070000 sec): 3 clusters
  Score: Raw -2764617.327646 + Penalty 3280.343246 = -2761336.984400
  nChanged 223
		SP:Iteration 35Q (123492.400000 sec): 3 clusters
  Score: Raw -2764716.395755 + Penalty 3280.343246 = -2761436.052509
  nChanged 165
		SP:Iteration 36Q (123492.720000 sec): 3 clusters
  Score: Raw -2764799.060202 + Penalty 3280.343246 = -2761518.716956
  nChanged 120
		SP:Iteration 37Q (123493.020000 sec): 3 clusters
  Score: Raw -2764860.237477 + Penalty 3280.343246 = -2761579.894231
  nChanged 106
		SP:Iteration 38Q (123493.380000 sec): 3 clusters
  Score: Raw -2764909.884410 + Penalty 3280.343246 = -2761629.541164
  nChanged 78
		SP:Iteration 39Q (123493.770000 sec): 3 clusters
  Score: Raw -2764942.396817 + Penalty 3280.343246 = -2761662.053571
  nChanged 63
		SP:Iteration 40F (123494.090000 sec): 3 clusters
  Score: Raw -2764969.988124 + Penalty 3280.343246 = -2761689.644878
  nChanged 51
		SP:Iteration 41Q (123494.440000 sec): 3 clusters
  Score: Raw -2764991.958635 + Penalty 3280.343246 = -2761711.615389
  nChanged 48
		SP:Iteration 42Q (123494.700000 sec): 3 clusters
  Score: Raw -2765014.152450 + Penalty 3280.343246 = -2761733.809204
  nChanged 41
		SP:Iteration 43Q (123495.050000 sec): 3 clusters
  Score: Raw -2765033.039429 + Penalty 3280.343246 = -2761752.696183
  nChanged 37
		SP:Iteration 44Q (123495.390000 sec): 3 clusters
  Score: Raw -2765047.373843 + Penalty 3280.343246 = -2761767.030597
  nChanged 26
		SP:Iteration 45Q (123495.690000 sec): 3 clusters
  Score: Raw -2765058.346972 + Penalty 3280.343246 = -2761778.003726
  nChanged 25
		SP:Iteration 46Q (123495.990000 sec): 3 clusters
  Score: Raw -2765069.921940 + Penalty 3280.343246 = -2761789.578694
  nChanged 24
		SP:Iteration 47Q (123496.320000 sec): 3 clusters
  Score: Raw -2765079.313402 + Penalty 3280.343246 = -2761798.970156
  nChanged 15
		SP:Iteration 48Q (123496.600000 sec): 3 clusters
  Score: Raw -2765085.138810 + Penalty 3280.343246 = -2761804.795564
  nChanged 16
		SP:Iteration 49Q (123496.820000 sec): 3 clusters
  Score: Raw -2765090.716842 + Penalty 3280.343246 = -2761810.373596
  nChanged 18
		SP:Iteration 50Q (123497.060000 sec): 3 clusters
  Score: Raw -2765096.578231 + Penalty 3280.343246 = -2761816.234985
  nChanged 12
		SP:Iteration 51Q (123497.400000 sec): 3 clusters
  Score: Raw -2765101.580255 + Penalty 3280.343246 = -2761821.237009
  nChanged 11
		SP:Iteration 52Q (123497.700000 sec): 3 clusters
  Score: Raw -2765105.448711 + Penalty 3280.343246 = -2761825.105465
  nChanged 8
		SP:Iteration 53Q (123497.980000 sec): 3 clusters
  Score: Raw -2765108.051469 + Penalty 3280.343246 = -2761827.708223
  nChanged 8
		SP:Iteration 54Q (123498.270000 sec): 3 clusters
  Score: Raw -2765110.099348 + Penalty 3280.343246 = -2761829.756102
  nChanged 2
		SP:Iteration 55Q (123498.600000 sec): 3 clusters
  Score: Raw -2765110.745395 + Penalty 3280.343246 = -2761830.402149
  nChanged 2
		SP:Iteration 56Q (123498.900000 sec): 3 clusters
  Score: Raw -2765111.432550 + Penalty 3280.343246 = -2761831.089304
  nChanged 5
		SP:Iteration 57Q (123499.140000 sec): 3 clusters
  Score: Raw -2765113.117865 + Penalty 3280.343246 = -2761832.774619
  nChanged 7
		SP:Iteration 58Q (123499.510000 sec): 3 clusters
  Score: Raw -2765115.341949 + Penalty 3280.343246 = -2761834.998703
  nChanged 5
		SP:Iteration 59Q (123499.780000 sec): 3 clusters
  Score: Raw -2765116.732029 + Penalty 3280.343246 = -2761836.388783
  nChanged 4
		SP:Iteration 60F (123500.120000 sec): 3 clusters
  Score: Raw -2765118.174883 + Penalty 3280.343246 = -2761837.831637
  nChanged 4
		SP:Iteration 61Q (123500.430000 sec): 3 clusters
  Score: Raw -2765119.637512 + Penalty 3280.343246 = -2761839.294266
  nChanged 7
		SP:Iteration 62Q (123500.800000 sec): 3 clusters
  Score: Raw -2765121.597622 + Penalty 3280.343246 = -2761841.254376
  nChanged 4
		SP:Iteration 63Q (123501.110000 sec): 3 clusters
  Score: Raw -2765123.654407 + Penalty 3280.343246 = -2761843.311161
  nChanged 7
		SP:Iteration 64Q (123501.430000 sec): 3 clusters
  Score: Raw -2765126.417455 + Penalty 3280.343246 = -2761846.074209
  nChanged 4
		SP:Iteration 65Q (123501.770000 sec): 3 clusters
  Score: Raw -2765127.821954 + Penalty 3280.343246 = -2761847.478708
  nChanged 7
		SP:Iteration 66Q (123502.030000 sec): 3 clusters
  Score: Raw -2765130.730090 + Penalty 3280.343246 = -2761850.386844
  nChanged 3
		SP:Iteration 67Q (123502.300000 sec): 3 clusters
  Score: Raw -2765131.806995 + Penalty 3280.343246 = -2761851.463749
  nChanged 5
		SP:Iteration 68Q (123502.670000 sec): 3 clusters
  Score: Raw -2765133.519406 + Penalty 3280.343246 = -2761853.176160
  nChanged 1
		SP:Iteration 69Q (123502.930000 sec): 3 clusters
  Score: Raw -2765134.065874 + Penalty 3280.343246 = -2761853.722629
  nChanged 2
		SP:Iteration 70Q (123503.220000 sec): 3 clusters
  Score: Raw -2765134.551270 + Penalty 3280.343246 = -2761854.208024
  nChanged 1
		SP:Iteration 71Q (123503.500000 sec): 3 clusters
  Score: Raw -2765134.933881 + Penalty 3280.343246 = -2761854.590635
  nChanged 0
		SP:Iteration 72F (123503.760000 sec): 3 clusters
  Score: Raw -2765134.933881 + Penalty 3280.343246 = -2761854.590635
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 36 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123503.930000 sec): 2 clusters
  Score: Raw -55202.728024 + Penalty 998.430166 = -54204.297858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123504.060000 sec): 3 clusters
  Score: Raw -55154.705124 + Penalty 1996.860331 = -53157.844793
  nChanged 107
		SP:Iteration 1F (123504.240000 sec): 3 clusters
  Score: Raw -55292.106959 + Penalty 1996.860331 = -53295.246628
  nChanged 18
		SP:Iteration 2Q (123504.480000 sec): 3 clusters
  Score: Raw -55321.315105 + Penalty 1996.860331 = -53324.454774
  nChanged 8
		SP:Iteration 3Q (123504.650000 sec): 3 clusters
  Score: Raw -55329.728507 + Penalty 1996.860331 = -53332.868176
  nChanged 5
		SP:Iteration 4Q (123504.790000 sec): 3 clusters
  Score: Raw -55338.635167 + Penalty 1996.860331 = -53341.774836
  nChanged 3
		SP:Iteration 5Q (123504.920000 sec): 3 clusters
  Score: Raw -55341.832905 + Penalty 1996.860331 = -53344.972574
  nChanged 1
		SP:Iteration 6Q (123505.070000 sec): 3 clusters
  Score: Raw -55342.086451 + Penalty 1996.860331 = -53345.226119
  nChanged 0
		SP:Iteration 7F (123505.260000 sec): 3 clusters
  Score: Raw -55342.086451 + Penalty 1996.860331 = -53345.226119
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 37 (27087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123505.530000 sec): 2 clusters
  Score: Raw -3128447.334969 + Penalty 1658.606493 = -3126788.728476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123505.900000 sec): 3 clusters
  Score: Raw -3111809.969532 + Penalty 3317.212986 = -3108492.756547
  nChanged 12419
		SP:Iteration 1F (123506.290000 sec): 3 clusters
  Score: Raw -3118565.404490 + Penalty 3317.212986 = -3115248.191504
  nChanged 1188
		SP:Iteration 2Q (123506.700000 sec): 3 clusters
  Score: Raw -3118938.951930 + Penalty 3317.212986 = -3115621.738944
  nChanged 1136
		SP:Iteration 3Q (123507.030000 sec): 3 clusters
  Score: Raw -3119342.652080 + Penalty 3317.212986 = -3116025.439094
  nChanged 1231
		SP:Iteration 4Q (123507.380000 sec): 3 clusters
  Score: Raw -3119842.129001 + Penalty 3317.212986 = -3116524.916016
  nChanged 1387
		SP:Iteration 5F (123507.710000 sec): 3 clusters
  Score: Raw -3120534.671760 + Penalty 3317.212986 = -3117217.458774
  nChanged 1560
		SP:Iteration 6F (123508.110000 sec): 3 clusters
  Score: Raw -3121442.034597 + Penalty 3317.212986 = -3118124.821612
  nChanged 1775
		SP:Iteration 7F (123508.420000 sec): 3 clusters
  Score: Raw -3122690.849434 + Penalty 3317.212986 = -3119373.636449
  nChanged 1961
		SP:Iteration 8F (123508.770000 sec): 3 clusters
  Score: Raw -3124306.759887 + Penalty 3317.212986 = -3120989.546901
  nChanged 1803
		SP:Iteration 9F (123509.090000 sec): 3 clusters
  Score: Raw -3125939.248318 + Penalty 3317.212986 = -3122622.035333
  nChanged 1372
		SP:Iteration 10F (123509.460000 sec): 3 clusters
  Score: Raw -3127209.426530 + Penalty 3317.212986 = -3123892.213544
  nChanged 767
		SP:Iteration 11Q (123509.840000 sec): 3 clusters
  Score: Raw -3127921.207610 + Penalty 3317.212986 = -3124603.994624
  nChanged 426
		SP:Iteration 12Q (123510.190000 sec): 3 clusters
  Score: Raw -3128312.056680 + Penalty 3317.212986 = -3124994.843694
  nChanged 186
		SP:Iteration 13Q (123510.550000 sec): 3 clusters
  Score: Raw -3128478.137509 + Penalty 3317.212986 = -3125160.924523
  nChanged 80
		SP:Iteration 14Q (123510.880000 sec): 3 clusters
  Score: Raw -3128547.688282 + Penalty 3317.212986 = -3125230.475297
  nChanged 37
		SP:Iteration 15Q (123511.250000 sec): 3 clusters
  Score: Raw -3128582.686711 + Penalty 3317.212986 = -3125265.473725
  nChanged 18
		SP:Iteration 16Q (123511.560000 sec): 3 clusters
  Score: Raw -3128605.715048 + Penalty 3317.212986 = -3125288.502062
  nChanged 21
		SP:Iteration 17Q (123511.860000 sec): 3 clusters
  Score: Raw -3128623.561070 + Penalty 3317.212986 = -3125306.348084
  nChanged 10
		SP:Iteration 18Q (123512.220000 sec): 3 clusters
  Score: Raw -3128633.169397 + Penalty 3317.212986 = -3125315.956412
  nChanged 7
		SP:Iteration 19Q (123512.550000 sec): 3 clusters
  Score: Raw -3128641.647326 + Penalty 3317.212986 = -3125324.434340
  nChanged 8
		SP:Iteration 20F (123512.930000 sec): 3 clusters
  Score: Raw -3128649.133185 + Penalty 3317.212986 = -3125331.920200
  nChanged 7
		SP:Iteration 21Q (123513.270000 sec): 3 clusters
  Score: Raw -3128655.889131 + Penalty 3317.212986 = -3125338.676145
  nChanged 4
		SP:Iteration 22Q (123513.640000 sec): 3 clusters
  Score: Raw -3128658.533577 + Penalty 3317.212986 = -3125341.320591
  nChanged 1
		SP:Iteration 23Q (123513.940000 sec): 3 clusters
  Score: Raw -3128659.147188 + Penalty 3317.212986 = -3125341.934202
  nChanged 1
		SP:Iteration 24Q (123514.170000 sec): 3 clusters
  Score: Raw -3128659.770032 + Penalty 3317.212986 = -3125342.557046
  nChanged 1
		SP:Iteration 25Q (123514.490000 sec): 3 clusters
  Score: Raw -3128660.097002 + Penalty 3317.212986 = -3125342.884016
  nChanged 0
		SP:Iteration 26F (123514.800000 sec): 3 clusters
  Score: Raw -3128660.097002 + Penalty 3317.212986 = -3125342.884016
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 38 (427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123514.870000 sec): 2 clusters
  Score: Raw -43762.826522 + Penalty 984.227402 = -42778.599119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123515.030000 sec): 3 clusters
  Score: Raw -43747.074635 + Penalty 1968.454804 = -41778.619831
  nChanged 98
		SP:Iteration 1F (123515.190000 sec): 3 clusters
  Score: Raw -43980.618048 + Penalty 1968.454804 = -42012.163244
  nChanged 35
		SP:Iteration 2F (123515.350000 sec): 3 clusters
  Score: Raw -44088.643537 + Penalty 1968.454804 = -42120.188732
  nChanged 20
		SP:Iteration 3Q (123515.510000 sec): 3 clusters
  Score: Raw -44140.671620 + Penalty 1968.454804 = -42172.216816
  nChanged 9
		SP:Iteration 4Q (123515.670000 sec): 3 clusters
  Score: Raw -44160.698131 + Penalty 1968.454804 = -42192.243327
  nChanged 8
		SP:Iteration 5Q (123515.830000 sec): 3 clusters
  Score: Raw -44199.167247 + Penalty 1968.454804 = -42230.712443
  nChanged 3
		SP:Iteration 6Q (123515.990000 sec): 3 clusters
  Score: Raw -44205.896827 + Penalty 1968.454804 = -42237.442022
  nChanged 3
		SP:Iteration 7Q (123516.150000 sec): 3 clusters
  Score: Raw -44220.106370 + Penalty 1968.454804 = -42251.651566
  nChanged 3
		SP:Iteration 8Q (123516.310000 sec): 3 clusters
  Score: Raw -44224.422627 + Penalty 1968.454804 = -42255.967823
  nChanged 1
		SP:Iteration 9Q (123516.470000 sec): 3 clusters
  Score: Raw -44229.023800 + Penalty 1968.454804 = -42260.568996
  nChanged 2
		SP:Iteration 10Q (123516.630000 sec): 3 clusters
  Score: Raw -44243.895033 + Penalty 1968.454804 = -42275.440229
  nChanged 2
		SP:Iteration 11Q (123516.780000 sec): 3 clusters
  Score: Raw -44247.421420 + Penalty 1968.454804 = -42278.966616
  nChanged 0
		SP:Iteration 12F (123516.970000 sec): 3 clusters
  Score: Raw -44247.421420 + Penalty 1968.454804 = -42278.966616
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 39 (3854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123517.060000 sec): 2 clusters
  Score: Raw -454930.954700 + Penalty 1341.740863 = -453589.213837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123517.230000 sec): 3 clusters
  Score: Raw -453058.590469 + Penalty 2683.481726 = -450375.108743
  nChanged 1480
		SP:Iteration 1F (123517.370000 sec): 3 clusters
  Score: Raw -453966.990666 + Penalty 2683.481726 = -451283.508940
  nChanged 312
		SP:Iteration 2F (123517.570000 sec): 3 clusters
  Score: Raw -454174.174055 + Penalty 2683.481726 = -451490.692329
  nChanged 225
		SP:Iteration 3F (123517.720000 sec): 3 clusters
  Score: Raw -454318.491934 + Penalty 2683.481726 = -451635.010208
  nChanged 161
		SP:Iteration 4Q (123517.840000 sec): 3 clusters
  Score: Raw -454416.805804 + Penalty 2683.481726 = -451733.324078
  nChanged 150
		SP:Iteration 5Q (123517.970000 sec): 3 clusters
  Score: Raw -454522.779248 + Penalty 2683.481726 = -451839.297522
  nChanged 124
		SP:Iteration 6Q (123518.090000 sec): 3 clusters
  Score: Raw -454606.410808 + Penalty 2683.481726 = -451922.929082
  nChanged 114
		SP:Iteration 7Q (123518.250000 sec): 3 clusters
  Score: Raw -454672.254775 + Penalty 2683.481726 = -451988.773049
  nChanged 81
		SP:Iteration 8Q (123518.440000 sec): 3 clusters
  Score: Raw -454726.495375 + Penalty 2683.481726 = -452043.013649
  nChanged 74
		SP:Iteration 9Q (123518.580000 sec): 3 clusters
  Score: Raw -454775.758977 + Penalty 2683.481726 = -452092.277251
  nChanged 67
		SP:Iteration 10Q (123518.750000 sec): 3 clusters
  Score: Raw -454815.864061 + Penalty 2683.481726 = -452132.382335
  nChanged 57
		SP:Iteration 11Q (123518.890000 sec): 3 clusters
  Score: Raw -454854.997571 + Penalty 2683.481726 = -452171.515846
  nChanged 56
		SP:Iteration 12Q (123519.100000 sec): 3 clusters
  Score: Raw -454889.717793 + Penalty 2683.481726 = -452206.236067
  nChanged 44
		SP:Iteration 13Q (123519.240000 sec): 3 clusters
  Score: Raw -454919.870177 + Penalty 2683.481726 = -452236.388451
  nChanged 47
		SP:Iteration 14Q (123519.380000 sec): 3 clusters
  Score: Raw -454951.555753 + Penalty 2683.481726 = -452268.074027
  nChanged 41
		SP:Iteration 15Q (123519.510000 sec): 3 clusters
  Score: Raw -454981.549054 + Penalty 2683.481726 = -452298.067328
  nChanged 33
		SP:Iteration 16Q (123519.640000 sec): 3 clusters
  Score: Raw -455004.602335 + Penalty 2683.481726 = -452321.120609
  nChanged 29
		SP:Iteration 17Q (123519.770000 sec): 3 clusters
  Score: Raw -455022.678425 + Penalty 2683.481726 = -452339.196700
  nChanged 25
		SP:Iteration 18Q (123519.920000 sec): 3 clusters
  Score: Raw -455037.644001 + Penalty 2683.481726 = -452354.162275
  nChanged 12
		SP:Iteration 19Q (123520.080000 sec): 3 clusters
  Score: Raw -455046.944007 + Penalty 2683.481726 = -452363.462281
  nChanged 13
		SP:Iteration 20F (123520.210000 sec): 3 clusters
  Score: Raw -455058.090080 + Penalty 2683.481726 = -452374.608354
  nChanged 12
		SP:Iteration 21Q (123520.340000 sec): 3 clusters
  Score: Raw -455066.017722 + Penalty 2683.481726 = -452382.535996
  nChanged 10
		SP:Iteration 22Q (123520.470000 sec): 3 clusters
  Score: Raw -455072.047397 + Penalty 2683.481726 = -452388.565671
  nChanged 8
		SP:Iteration 23Q (123520.600000 sec): 3 clusters
  Score: Raw -455075.836388 + Penalty 2683.481726 = -452392.354662
  nChanged 8
		SP:Iteration 24Q (123520.760000 sec): 3 clusters
  Score: Raw -455080.706923 + Penalty 2683.481726 = -452397.225197
  nChanged 7
		SP:Iteration 25Q (123520.910000 sec): 3 clusters
  Score: Raw -455083.668209 + Penalty 2683.481726 = -452400.186483
  nChanged 3
		SP:Iteration 26Q (123521.130000 sec): 3 clusters
  Score: Raw -455084.424400 + Penalty 2683.481726 = -452400.942674
  nChanged 1
		SP:Iteration 27Q (123521.250000 sec): 3 clusters
  Score: Raw -455085.115304 + Penalty 2683.481726 = -452401.633578
  nChanged 1
		SP:Iteration 28Q (123521.400000 sec): 3 clusters
  Score: Raw -455085.567138 + Penalty 2683.481726 = -452402.085412
  nChanged 3
		SP:Iteration 29Q (123521.550000 sec): 3 clusters
  Score: Raw -455088.097435 + Penalty 2683.481726 = -452404.615709
  nChanged 5
		SP:Iteration 30Q (123521.690000 sec): 3 clusters
  Score: Raw -455091.500408 + Penalty 2683.481726 = -452408.018682
  nChanged 4
		SP:Iteration 31Q (123521.920000 sec): 3 clusters
  Score: Raw -455093.650621 + Penalty 2683.481726 = -452410.168895
  nChanged 3
		SP:Iteration 32Q (123522.050000 sec): 3 clusters
  Score: Raw -455095.223650 + Penalty 2683.481726 = -452411.741924
  nChanged 4
		SP:Iteration 33Q (123522.190000 sec): 3 clusters
  Score: Raw -455097.194756 + Penalty 2683.481726 = -452413.713030
  nChanged 2
		SP:Iteration 34Q (123522.330000 sec): 3 clusters
  Score: Raw -455098.562672 + Penalty 2683.481726 = -452415.080947
  nChanged 3
		SP:Iteration 35Q (123522.490000 sec): 3 clusters
  Score: Raw -455099.946564 + Penalty 2683.481726 = -452416.464838
  nChanged 3
		SP:Iteration 36Q (123522.650000 sec): 3 clusters
  Score: Raw -455101.473072 + Penalty 2683.481726 = -452417.991346
  nChanged 2
		SP:Iteration 37Q (123522.790000 sec): 3 clusters
  Score: Raw -455102.692728 + Penalty 2683.481726 = -452419.211002
  nChanged 2
		SP:Iteration 38Q (123522.960000 sec): 3 clusters
  Score: Raw -455103.422566 + Penalty 2683.481726 = -452419.940840
  nChanged 4
		SP:Iteration 39Q (123523.120000 sec): 3 clusters
  Score: Raw -455104.843723 + Penalty 2683.481726 = -452421.361997
  nChanged 1
		SP:Iteration 40F (123523.280000 sec): 3 clusters
  Score: Raw -455105.325286 + Penalty 2683.481726 = -452421.843560
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 40 (716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123523.390000 sec): 2 clusters
  Score: Raw -84796.133376 + Penalty 1068.223027 = -83727.910348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123523.550000 sec): 3 clusters
  Score: Raw -84580.484459 + Penalty 2136.446054 = -82444.038405
  nChanged 220
		SP:Iteration 1F (123523.730000 sec): 3 clusters
  Score: Raw -84801.462392 + Penalty 2136.446054 = -82665.016338
  nChanged 65
		SP:Iteration 2F (123523.850000 sec): 3 clusters
  Score: Raw -84896.791432 + Penalty 2136.446054 = -82760.345378
  nChanged 34
		SP:Iteration 3Q (123523.980000 sec): 3 clusters
  Score: Raw -84944.817946 + Penalty 2136.446054 = -82808.371892
  nChanged 31
		SP:Iteration 4Q (123524.110000 sec): 3 clusters
  Score: Raw -84994.454590 + Penalty 2136.446054 = -82858.008536
  nChanged 24
		SP:Iteration 5Q (123524.240000 sec): 3 clusters
  Score: Raw -85042.822370 + Penalty 2136.446054 = -82906.376316
  nChanged 27
		SP:Iteration 6Q (123524.410000 sec): 3 clusters
  Score: Raw -85128.799104 + Penalty 2136.446054 = -82992.353050
  nChanged 32
		SP:Iteration 7Q (123524.520000 sec): 3 clusters
  Score: Raw -85190.243311 + Penalty 2136.446054 = -83053.797257
  nChanged 26
		SP:Iteration 8Q (123524.680000 sec): 3 clusters
  Score: Raw -85253.774247 + Penalty 2136.446054 = -83117.328193
  nChanged 19
		SP:Iteration 9Q (123524.810000 sec): 3 clusters
  Score: Raw -85306.287805 + Penalty 2136.446054 = -83169.841751
  nChanged 23
		SP:Iteration 10Q (123524.910000 sec): 3 clusters
  Score: Raw -85339.829365 + Penalty 2136.446054 = -83203.383310
  nChanged 9
		SP:Iteration 11Q (123525.030000 sec): 3 clusters
  Score: Raw -85365.409049 + Penalty 2136.446054 = -83228.962995
  nChanged 8
		SP:Iteration 12Q (123525.170000 sec): 3 clusters
  Score: Raw -85382.621526 + Penalty 2136.446054 = -83246.175472
  nChanged 10
		SP:Iteration 13Q (123525.360000 sec): 3 clusters
  Score: Raw -85399.186331 + Penalty 2136.446054 = -83262.740277
  nChanged 4
		SP:Iteration 14Q (123525.470000 sec): 3 clusters
  Score: Raw -85407.829632 + Penalty 2136.446054 = -83271.383578
  nChanged 4
		SP:Iteration 15Q (123525.600000 sec): 3 clusters
  Score: Raw -85413.282619 + Penalty 2136.446054 = -83276.836565
  nChanged 1
		SP:Iteration 16Q (123525.720000 sec): 3 clusters
  Score: Raw -85415.186052 + Penalty 2136.446054 = -83278.739998
  nChanged 1
		SP:Iteration 17Q (123525.850000 sec): 3 clusters
  Score: Raw -85419.189280 + Penalty 2136.446054 = -83282.743226
  nChanged 0
		SP:Iteration 18F (123526.000000 sec): 3 clusters
  Score: Raw -85419.189280 + Penalty 2136.446054 = -83282.743226
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 41 (1926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123526.080000 sec): 2 clusters
  Score: Raw -208176.145053 + Penalty 1229.020096 = -206947.124957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123526.270000 sec): 3 clusters
  Score: Raw -207373.700118 + Penalty 2458.040193 = -204915.659926
  nChanged 673
		SP:Iteration 1F (123526.400000 sec): 3 clusters
  Score: Raw -207882.858702 + Penalty 2458.040193 = -205424.818510
  nChanged 177
		SP:Iteration 2F (123526.550000 sec): 3 clusters
  Score: Raw -208061.449036 + Penalty 2458.040193 = -205603.408844
  nChanged 129
		SP:Iteration 3F (123526.720000 sec): 3 clusters
  Score: Raw -208214.147585 + Penalty 2458.040193 = -205756.107393
  nChanged 115
		SP:Iteration 4F (123526.890000 sec): 3 clusters
  Score: Raw -208337.072339 + Penalty 2458.040193 = -205879.032147
  nChanged 77
		SP:Iteration 5Q (123527.030000 sec): 3 clusters
  Score: Raw -208405.715995 + Penalty 2458.040193 = -205947.675802
  nChanged 62
		SP:Iteration 6Q (123527.180000 sec): 3 clusters
  Score: Raw -208460.999520 + Penalty 2458.040193 = -206002.959327
  nChanged 46
		SP:Iteration 7Q (123527.320000 sec): 3 clusters
  Score: Raw -208500.705739 + Penalty 2458.040193 = -206042.665546
  nChanged 43
		SP:Iteration 8Q (123527.490000 sec): 3 clusters
  Score: Raw -208540.391363 + Penalty 2458.040193 = -206082.351170
  nChanged 26
		SP:Iteration 9Q (123527.690000 sec): 3 clusters
  Score: Raw -208558.829796 + Penalty 2458.040193 = -206100.789604
  nChanged 22
		SP:Iteration 10Q (123527.850000 sec): 3 clusters
  Score: Raw -208572.579704 + Penalty 2458.040193 = -206114.539511
  nChanged 18
		SP:Iteration 11Q (123528.060000 sec): 3 clusters
  Score: Raw -208580.763322 + Penalty 2458.040193 = -206122.723130
  nChanged 13
		SP:Iteration 12Q (123528.250000 sec): 3 clusters
  Score: Raw -208593.395743 + Penalty 2458.040193 = -206135.355550
  nChanged 16
		SP:Iteration 13Q (123528.490000 sec): 3 clusters
  Score: Raw -208604.420965 + Penalty 2458.040193 = -206146.380773
  nChanged 11
		SP:Iteration 14Q (123528.710000 sec): 3 clusters
  Score: Raw -208612.681254 + Penalty 2458.040193 = -206154.641062
  nChanged 20
		SP:Iteration 15Q (123528.910000 sec): 3 clusters
  Score: Raw -208625.111504 + Penalty 2458.040193 = -206167.071311
  nChanged 9
		SP:Iteration 16Q (123529.110000 sec): 3 clusters
  Score: Raw -208629.306756 + Penalty 2458.040193 = -206171.266563
  nChanged 6
		SP:Iteration 17Q (123529.340000 sec): 3 clusters
  Score: Raw -208633.265409 + Penalty 2458.040193 = -206175.225216
  nChanged 3
		SP:Iteration 18Q (123529.510000 sec): 3 clusters
  Score: Raw -208635.609127 + Penalty 2458.040193 = -206177.568934
  nChanged 1
		SP:Iteration 19Q (123529.700000 sec): 3 clusters
  Score: Raw -208636.388803 + Penalty 2458.040193 = -206178.348611
  nChanged 0
		SP:Iteration 20F (123529.850000 sec): 3 clusters
  Score: Raw -208636.388803 + Penalty 2458.040193 = -206178.348611
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 42 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123529.950000 sec): 2 clusters
  Score: Raw -17525.507675 + Penalty 853.494432 = -16672.013243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123530.120000 sec): 3 clusters
  Score: Raw -17692.234396 + Penalty 1706.988864 = -15985.245531
  nChanged 29
		SP:Iteration 1F (123530.310000 sec): 3 clusters
  Score: Raw -17803.331779 + Penalty 1706.988864 = -16096.342915
  nChanged 8
		SP:Iteration 2Q (123530.490000 sec): 3 clusters
  Score: Raw -17857.089736 + Penalty 1706.988864 = -16150.100872
  nChanged 6
		SP:Iteration 3Q (123530.670000 sec): 3 clusters
  Score: Raw -17883.272304 + Penalty 1706.988864 = -16176.283440
  nChanged 3
		SP:Iteration 4Q (123530.840000 sec): 3 clusters
  Score: Raw -17898.771064 + Penalty 1706.988864 = -16191.782200
  nChanged 2
		SP:Iteration 5Q (123531.060000 sec): 3 clusters
  Score: Raw -17910.337871 + Penalty 1706.988864 = -16203.349007
  nChanged 0
		SP:Iteration 6F (123531.250000 sec): 3 clusters
  Score: Raw -17910.337871 + Penalty 1706.988864 = -16203.349007
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 43 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123531.410000 sec): 2 clusters
  Score: Raw -13242.488305 + Penalty 813.141275 = -12429.347031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123531.550000 sec): 3 clusters
  Score: Raw -13492.858602 + Penalty 1626.282549 = -11866.576053
  nChanged 19
		SP:Iteration 1F (123531.690000 sec): 3 clusters
  Score: Raw -13619.028824 + Penalty 1626.282549 = -11992.746274
  nChanged 1
		SP:Iteration 2Q (123531.910000 sec): 3 clusters
  Score: Raw -13620.637113 + Penalty 1626.282549 = -11994.354564
  nChanged 2
		SP:Iteration 3Q (123532.060000 sec): 3 clusters
  Score: Raw -13627.558505 + Penalty 1626.282549 = -12001.275955
  nChanged 2
		SP:Iteration 4Q (123532.270000 sec): 3 clusters
  Score: Raw -13633.972101 + Penalty 1626.282549 = -12007.689552
  nChanged 0
		SP:Iteration 5F (123532.430000 sec): 3 clusters
  Score: Raw -13633.972101 + Penalty 1626.282549 = -12007.689552
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 44 (17816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123532.640000 sec): 2 clusters
  Score: Raw -1711581.800250 + Penalty 1590.525984 = -1709991.274266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123532.960000 sec): 3 clusters
  Score: Raw -1700969.419790 + Penalty 3181.051968 = -1697788.367822
  nChanged 7971
		SP:Iteration 1F (123533.270000 sec): 3 clusters
  Score: Raw -1705556.733897 + Penalty 3181.051968 = -1702375.681929
  nChanged 1184
		SP:Iteration 2F (123533.560000 sec): 3 clusters
  Score: Raw -1706245.237202 + Penalty 3181.051968 = -1703064.185234
  nChanged 1210
		SP:Iteration 3F (123533.890000 sec): 3 clusters
  Score: Raw -1706995.262508 + Penalty 3181.051968 = -1703814.210540
  nChanged 1174
		SP:Iteration 4F (123534.150000 sec): 3 clusters
  Score: Raw -1707741.375723 + Penalty 3181.051968 = -1704560.323756
  nChanged 1050
		SP:Iteration 5F (123534.390000 sec): 3 clusters
  Score: Raw -1708386.368530 + Penalty 3181.051968 = -1705205.316562
  nChanged 912
		SP:Iteration 6F (123534.700000 sec): 3 clusters
  Score: Raw -1708890.722970 + Penalty 3181.051968 = -1705709.671002
  nChanged 782
		SP:Iteration 7Q (123535.060000 sec): 3 clusters
  Score: Raw -1709314.366801 + Penalty 3181.051968 = -1706133.314833
  nChanged 685
		SP:Iteration 8Q (123535.350000 sec): 3 clusters
  Score: Raw -1709691.810533 + Penalty 3181.051968 = -1706510.758565
  nChanged 587
		SP:Iteration 9Q (123535.660000 sec): 3 clusters
  Score: Raw -1709969.748282 + Penalty 3181.051968 = -1706788.696314
  nChanged 462
		SP:Iteration 10Q (123535.940000 sec): 3 clusters
  Score: Raw -1710182.682642 + Penalty 3181.051968 = -1707001.630674
  nChanged 405
		SP:Iteration 11Q (123536.230000 sec): 3 clusters
  Score: Raw -1710357.993308 + Penalty 3181.051968 = -1707176.941340
  nChanged 340
		SP:Iteration 12Q (123536.510000 sec): 3 clusters
  Score: Raw -1710488.425563 + Penalty 3181.051968 = -1707307.373596
  nChanged 298
		SP:Iteration 13Q (123536.780000 sec): 3 clusters
  Score: Raw -1710603.859084 + Penalty 3181.051968 = -1707422.807116
  nChanged 263
		SP:Iteration 14Q (123537.070000 sec): 3 clusters
  Score: Raw -1710705.526532 + Penalty 3181.051968 = -1707524.474564
  nChanged 242
		SP:Iteration 15Q (123537.330000 sec): 3 clusters
  Score: Raw -1710792.198042 + Penalty 3181.051968 = -1707611.146074
  nChanged 207
		SP:Iteration 16Q (123537.550000 sec): 3 clusters
  Score: Raw -1710862.613313 + Penalty 3181.051968 = -1707681.561345
  nChanged 192
		SP:Iteration 17Q (123537.840000 sec): 3 clusters
  Score: Raw -1710934.273500 + Penalty 3181.051968 = -1707753.221532
  nChanged 184
		SP:Iteration 18Q (123538.110000 sec): 3 clusters
  Score: Raw -1711009.595006 + Penalty 3181.051968 = -1707828.543038
  nChanged 189
		SP:Iteration 19Q (123538.410000 sec): 3 clusters
  Score: Raw -1711074.565622 + Penalty 3181.051968 = -1707893.513654
  nChanged 177
		SP:Iteration 20F (123538.710000 sec): 3 clusters
  Score: Raw -1711135.446413 + Penalty 3181.051968 = -1707954.394445
  nChanged 177
		SP:Iteration 21Q (123538.940000 sec): 3 clusters
  Score: Raw -1711196.028789 + Penalty 3181.051968 = -1708014.976821
  nChanged 183
		SP:Iteration 22Q (123539.250000 sec): 3 clusters
  Score: Raw -1711255.950488 + Penalty 3181.051968 = -1708074.898520
  nChanged 163
		SP:Iteration 23Q (123539.540000 sec): 3 clusters
  Score: Raw -1711319.870862 + Penalty 3181.051968 = -1708138.818894
  nChanged 183
		SP:Iteration 24Q (123539.830000 sec): 3 clusters
  Score: Raw -1711387.135456 + Penalty 3181.051968 = -1708206.083488
  nChanged 144
		SP:Iteration 25Q (123540.160000 sec): 3 clusters
  Score: Raw -1711447.757284 + Penalty 3181.051968 = -1708266.705316
  nChanged 152
		SP:Iteration 26Q (123540.470000 sec): 3 clusters
  Score: Raw -1711501.177357 + Penalty 3181.051968 = -1708320.125389
  nChanged 140
		SP:Iteration 27Q (123540.730000 sec): 3 clusters
  Score: Raw -1711542.701620 + Penalty 3181.051968 = -1708361.649652
  nChanged 121
		SP:Iteration 28Q (123541.030000 sec): 3 clusters
  Score: Raw -1711583.982987 + Penalty 3181.051968 = -1708402.931019
  nChanged 132
		SP:Iteration 29Q (123541.270000 sec): 3 clusters
  Score: Raw -1711632.923693 + Penalty 3181.051968 = -1708451.871725
  nChanged 115
		SP:Iteration 30Q (123541.510000 sec): 3 clusters
  Score: Raw -1711668.943498 + Penalty 3181.051968 = -1708487.891530
  nChanged 96
		SP:Iteration 31Q (123541.780000 sec): 3 clusters
  Score: Raw -1711695.879646 + Penalty 3181.051968 = -1708514.827678
  nChanged 94
		SP:Iteration 32Q (123542.010000 sec): 3 clusters
  Score: Raw -1711725.869541 + Penalty 3181.051968 = -1708544.817573
  nChanged 105
		SP:Iteration 33Q (123542.280000 sec): 3 clusters
  Score: Raw -1711760.677639 + Penalty 3181.051968 = -1708579.625671
  nChanged 93
		SP:Iteration 34Q (123542.570000 sec): 3 clusters
  Score: Raw -1711790.045578 + Penalty 3181.051968 = -1708608.993610
  nChanged 78
		SP:Iteration 35Q (123542.830000 sec): 3 clusters
  Score: Raw -1711813.583233 + Penalty 3181.051968 = -1708632.531265
  nChanged 78
		SP:Iteration 36Q (123543.040000 sec): 3 clusters
  Score: Raw -1711835.616737 + Penalty 3181.051968 = -1708654.564769
  nChanged 76
		SP:Iteration 37Q (123543.310000 sec): 3 clusters
  Score: Raw -1711856.907384 + Penalty 3181.051968 = -1708675.855416
  nChanged 67
		SP:Iteration 38Q (123543.560000 sec): 3 clusters
  Score: Raw -1711873.207724 + Penalty 3181.051968 = -1708692.155756
  nChanged 43
		SP:Iteration 39Q (123543.790000 sec): 3 clusters
  Score: Raw -1711883.439125 + Penalty 3181.051968 = -1708702.387157
  nChanged 45
		SP:Iteration 40F (123544.100000 sec): 3 clusters
  Score: Raw -1711895.512777 + Penalty 3181.051968 = -1708714.460809
  nChanged 44
		SP:Iteration 41Q (123544.370000 sec): 3 clusters
  Score: Raw -1711907.557854 + Penalty 3181.051968 = -1708726.505886
  nChanged 47
		SP:Iteration 42Q (123544.680000 sec): 3 clusters
  Score: Raw -1711918.782947 + Penalty 3181.051968 = -1708737.730980
  nChanged 48
		SP:Iteration 43Q (123544.960000 sec): 3 clusters
  Score: Raw -1711930.988193 + Penalty 3181.051968 = -1708749.936225
  nChanged 32
		SP:Iteration 44Q (123545.240000 sec): 3 clusters
  Score: Raw -1711937.615119 + Penalty 3181.051968 = -1708756.563151
  nChanged 23
		SP:Iteration 45Q (123545.480000 sec): 3 clusters
  Score: Raw -1711942.497836 + Penalty 3181.051968 = -1708761.445868
  nChanged 21
		SP:Iteration 46Q (123545.770000 sec): 3 clusters
  Score: Raw -1711947.996840 + Penalty 3181.051968 = -1708766.944872
  nChanged 24
		SP:Iteration 47Q (123546.070000 sec): 3 clusters
  Score: Raw -1711953.831466 + Penalty 3181.051968 = -1708772.779498
  nChanged 20
		SP:Iteration 48Q (123546.420000 sec): 3 clusters
  Score: Raw -1711961.086813 + Penalty 3181.051968 = -1708780.034845
  nChanged 22
		SP:Iteration 49Q (123546.700000 sec): 3 clusters
  Score: Raw -1711966.698904 + Penalty 3181.051968 = -1708785.646936
  nChanged 19
		SP:Iteration 50Q (123547.010000 sec): 3 clusters
  Score: Raw -1711971.737940 + Penalty 3181.051968 = -1708790.685972
  nChanged 19
		SP:Iteration 51Q (123547.370000 sec): 3 clusters
  Score: Raw -1711977.151499 + Penalty 3181.051968 = -1708796.099532
  nChanged 19
		SP:Iteration 52Q (123547.620000 sec): 3 clusters
  Score: Raw -1711982.587060 + Penalty 3181.051968 = -1708801.535092
  nChanged 20
		SP:Iteration 53Q (123547.920000 sec): 3 clusters
  Score: Raw -1711988.276476 + Penalty 3181.051968 = -1708807.224508
  nChanged 23
		SP:Iteration 54Q (123548.230000 sec): 3 clusters
  Score: Raw -1711994.579638 + Penalty 3181.051968 = -1708813.527670
  nChanged 17
		SP:Iteration 55Q (123548.490000 sec): 3 clusters
  Score: Raw -1711999.237390 + Penalty 3181.051968 = -1708818.185422
  nChanged 16
		SP:Iteration 56Q (123548.760000 sec): 3 clusters
  Score: Raw -1712004.446404 + Penalty 3181.051968 = -1708823.394436
  nChanged 16
		SP:Iteration 57Q (123548.990000 sec): 3 clusters
  Score: Raw -1712010.478897 + Penalty 3181.051968 = -1708829.426929
  nChanged 21
		SP:Iteration 58Q (123549.230000 sec): 3 clusters
  Score: Raw -1712016.373286 + Penalty 3181.051968 = -1708835.321319
  nChanged 24
		SP:Iteration 59Q (123549.490000 sec): 3 clusters
  Score: Raw -1712023.241013 + Penalty 3181.051968 = -1708842.189045
  nChanged 28
		SP:Iteration 60F (123549.710000 sec): 3 clusters
  Score: Raw -1712032.161508 + Penalty 3181.051968 = -1708851.109540
  nChanged 25
		SP:Iteration 61Q (123549.940000 sec): 3 clusters
  Score: Raw -1712039.904023 + Penalty 3181.051968 = -1708858.852055
  nChanged 17
		SP:Iteration 62Q (123550.170000 sec): 3 clusters
  Score: Raw -1712044.706384 + Penalty 3181.051968 = -1708863.654416
  nChanged 17
		SP:Iteration 63Q (123550.420000 sec): 3 clusters
  Score: Raw -1712049.102973 + Penalty 3181.051968 = -1708868.051005
  nChanged 11
		SP:Iteration 64Q (123550.690000 sec): 3 clusters
  Score: Raw -1712051.648938 + Penalty 3181.051968 = -1708870.596970
  nChanged 9
		SP:Iteration 65Q (123550.960000 sec): 3 clusters
  Score: Raw -1712052.923984 + Penalty 3181.051968 = -1708871.872017
  nChanged 6
		SP:Iteration 66Q (123551.250000 sec): 3 clusters
  Score: Raw -1712053.840158 + Penalty 3181.051968 = -1708872.788190
  nChanged 5
		SP:Iteration 67Q (123551.510000 sec): 3 clusters
  Score: Raw -1712055.212303 + Penalty 3181.051968 = -1708874.160335
  nChanged 4
		SP:Iteration 68Q (123551.810000 sec): 3 clusters
  Score: Raw -1712055.915901 + Penalty 3181.051968 = -1708874.863933
  nChanged 4
		SP:Iteration 69Q (123552.070000 sec): 3 clusters
  Score: Raw -1712056.965503 + Penalty 3181.051968 = -1708875.913535
  nChanged 4
		SP:Iteration 70Q (123552.350000 sec): 3 clusters
  Score: Raw -1712057.602160 + Penalty 3181.051968 = -1708876.550192
  nChanged 1
		SP:Iteration 71Q (123552.630000 sec): 3 clusters
  Score: Raw -1712057.656722 + Penalty 3181.051968 = -1708876.604754
  nChanged 0
		SP:Iteration 72F (123552.920000 sec): 3 clusters
  Score: Raw -1712057.656722 + Penalty 3181.051968 = -1708876.604754
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 45 (11546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123553.090000 sec): 2 clusters
  Score: Raw -1307857.641120 + Penalty 1520.040330 = -1306337.600790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123553.340000 sec): 3 clusters
  Score: Raw -1301221.489892 + Penalty 3040.080659 = -1298181.409233
  nChanged 5009
		SP:Iteration 1F (123553.630000 sec): 3 clusters
  Score: Raw -1304001.688619 + Penalty 3040.080659 = -1300961.607960
  nChanged 749
		SP:Iteration 2F (123553.860000 sec): 3 clusters
  Score: Raw -1304358.160016 + Penalty 3040.080659 = -1301318.079356
  nChanged 655
		SP:Iteration 3F (123554.110000 sec): 3 clusters
  Score: Raw -1304713.886673 + Penalty 3040.080659 = -1301673.806014
  nChanged 622
		SP:Iteration 4F (123554.350000 sec): 3 clusters
  Score: Raw -1305081.053130 + Penalty 3040.080659 = -1302040.972471
  nChanged 629
		SP:Iteration 5F (123554.590000 sec): 3 clusters
  Score: Raw -1305466.940773 + Penalty 3040.080659 = -1302426.860114
  nChanged 588
		SP:Iteration 6F (123554.860000 sec): 3 clusters
  Score: Raw -1305832.997488 + Penalty 3040.080659 = -1302792.916828
  nChanged 589
		SP:Iteration 7F (123555.090000 sec): 3 clusters
  Score: Raw -1306208.194183 + Penalty 3040.080659 = -1303168.113524
  nChanged 515
		SP:Iteration 8Q (123555.370000 sec): 3 clusters
  Score: Raw -1306531.175389 + Penalty 3040.080659 = -1303491.094730
  nChanged 469
		SP:Iteration 9Q (123555.610000 sec): 3 clusters
  Score: Raw -1306870.805714 + Penalty 3040.080659 = -1303830.725055
  nChanged 467
		SP:Iteration 10Q (123555.890000 sec): 3 clusters
  Score: Raw -1307213.505539 + Penalty 3040.080659 = -1304173.424880
  nChanged 422
		SP:Iteration 11Q (123556.200000 sec): 3 clusters
  Score: Raw -1307557.145224 + Penalty 3040.080659 = -1304517.064565
  nChanged 366
		SP:Iteration 12Q (123556.410000 sec): 3 clusters
  Score: Raw -1307897.757049 + Penalty 3040.080659 = -1304857.676390
  nChanged 324
		SP:Iteration 13Q (123556.600000 sec): 3 clusters
  Score: Raw -1308208.399008 + Penalty 3040.080659 = -1305168.318348
  nChanged 229
		SP:Iteration 14Q (123556.830000 sec): 3 clusters
  Score: Raw -1308443.222594 + Penalty 3040.080659 = -1305403.141935
  nChanged 176
		SP:Iteration 15Q (123557.070000 sec): 3 clusters
  Score: Raw -1308618.119539 + Penalty 3040.080659 = -1305578.038879
  nChanged 124
		SP:Iteration 16Q (123557.340000 sec): 3 clusters
  Score: Raw -1308712.184276 + Penalty 3040.080659 = -1305672.103617
  nChanged 76
		SP:Iteration 17Q (123557.610000 sec): 3 clusters
  Score: Raw -1308757.349121 + Penalty 3040.080659 = -1305717.268462
  nChanged 35
		SP:Iteration 18Q (123557.850000 sec): 3 clusters
  Score: Raw -1308776.025364 + Penalty 3040.080659 = -1305735.944705
  nChanged 31
		SP:Iteration 19Q (123558.060000 sec): 3 clusters
  Score: Raw -1308789.552346 + Penalty 3040.080659 = -1305749.471686
  nChanged 16
		SP:Iteration 20F (123558.320000 sec): 3 clusters
  Score: Raw -1308799.102882 + Penalty 3040.080659 = -1305759.022223
  nChanged 27
		SP:Iteration 21Q (123558.540000 sec): 3 clusters
  Score: Raw -1308814.725344 + Penalty 3040.080659 = -1305774.644685
  nChanged 23
		SP:Iteration 22Q (123558.850000 sec): 3 clusters
  Score: Raw -1308826.251646 + Penalty 3040.080659 = -1305786.170987
  nChanged 19
		SP:Iteration 23Q (123559.130000 sec): 3 clusters
  Score: Raw -1308833.580952 + Penalty 3040.080659 = -1305793.500292
  nChanged 12
		SP:Iteration 24Q (123559.330000 sec): 3 clusters
  Score: Raw -1308838.673745 + Penalty 3040.080659 = -1305798.593086
  nChanged 10
		SP:Iteration 25Q (123559.530000 sec): 3 clusters
  Score: Raw -1308842.585665 + Penalty 3040.080659 = -1305802.505006
  nChanged 10
		SP:Iteration 26Q (123559.780000 sec): 3 clusters
  Score: Raw -1308846.346970 + Penalty 3040.080659 = -1305806.266311
  nChanged 6
		SP:Iteration 27Q (123560.030000 sec): 3 clusters
  Score: Raw -1308849.412134 + Penalty 3040.080659 = -1305809.331475
  nChanged 4
		SP:Iteration 28Q (123560.270000 sec): 3 clusters
  Score: Raw -1308851.226372 + Penalty 3040.080659 = -1305811.145713
  nChanged 2
		SP:Iteration 29Q (123560.640000 sec): 3 clusters
  Score: Raw -1308851.939524 + Penalty 3040.080659 = -1305811.858865
  nChanged 2
		SP:Iteration 30Q (123560.930000 sec): 3 clusters
  Score: Raw -1308853.276580 + Penalty 3040.080659 = -1305813.195921
  nChanged 4
		SP:Iteration 31Q (123561.170000 sec): 3 clusters
  Score: Raw -1308854.508809 + Penalty 3040.080659 = -1305814.428150
  nChanged 5
		SP:Iteration 32Q (123561.450000 sec): 3 clusters
  Score: Raw -1308856.851036 + Penalty 3040.080659 = -1305816.770377
  nChanged 4
		SP:Iteration 33Q (123561.640000 sec): 3 clusters
  Score: Raw -1308858.936728 + Penalty 3040.080659 = -1305818.856069
  nChanged 4
		SP:Iteration 34Q (123561.900000 sec): 3 clusters
  Score: Raw -1308860.102420 + Penalty 3040.080659 = -1305820.021761
  nChanged 3
		SP:Iteration 35Q (123562.130000 sec): 3 clusters
  Score: Raw -1308861.120789 + Penalty 3040.080659 = -1305821.040130
  nChanged 2
		SP:Iteration 36Q (123562.350000 sec): 3 clusters
  Score: Raw -1308861.405588 + Penalty 3040.080659 = -1305821.324928
  nChanged 0
		SP:Iteration 37F (123562.630000 sec): 3 clusters
  Score: Raw -1308861.405588 + Penalty 3040.080659 = -1305821.324928
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 46 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123562.700000 sec): 2 clusters
  Score: Raw -19042.782220 + Penalty 863.395972 = -18179.386248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123562.880000 sec): 3 clusters
  Score: Raw -19447.926869 + Penalty 1726.791943 = -17721.134925
  nChanged 42
		SP:Iteration 1F (123563.040000 sec): 3 clusters
  Score: Raw -19644.014766 + Penalty 1726.791943 = -17917.222823
  nChanged 12
		SP:Iteration 2F (123563.220000 sec): 3 clusters
  Score: Raw -19721.993211 + Penalty 1726.791943 = -17995.201268
  nChanged 2
		SP:Iteration 3Q (123563.400000 sec): 3 clusters
  Score: Raw -19731.690881 + Penalty 1726.791943 = -18004.898938
  nChanged 0
		SP:Iteration 4F (123563.620000 sec): 3 clusters
  Score: Raw -19731.690881 + Penalty 1726.791943 = -18004.898938
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 47 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123563.750000 sec): 2 clusters
  Score: Raw -59671.287649 + Penalty 1023.877692 = -58647.409958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123563.870000 sec): 3 clusters
  Score: Raw -59574.878579 + Penalty 2047.755383 = -57527.123196
  nChanged 128
		SP:Iteration 1F (123564.050000 sec): 3 clusters
  Score: Raw -59748.505320 + Penalty 2047.755383 = -57700.749937
  nChanged 36
		SP:Iteration 2F (123564.200000 sec): 3 clusters
  Score: Raw -59832.322245 + Penalty 2047.755383 = -57784.566861
  nChanged 26
		SP:Iteration 3Q (123564.430000 sec): 3 clusters
  Score: Raw -59891.491740 + Penalty 2047.755383 = -57843.736356
  nChanged 18
		SP:Iteration 4Q (123564.560000 sec): 3 clusters
  Score: Raw -59923.240391 + Penalty 2047.755383 = -57875.485008
  nChanged 16
		SP:Iteration 5Q (123564.800000 sec): 3 clusters
  Score: Raw -59946.371759 + Penalty 2047.755383 = -57898.616376
  nChanged 11
		SP:Iteration 6Q (123564.970000 sec): 3 clusters
  Score: Raw -59960.755261 + Penalty 2047.755383 = -57912.999878
  nChanged 7
		SP:Iteration 7Q (123565.120000 sec): 3 clusters
  Score: Raw -59967.348572 + Penalty 2047.755383 = -57919.593188
  nChanged 6
		SP:Iteration 8Q (123565.290000 sec): 3 clusters
  Score: Raw -59973.191622 + Penalty 2047.755383 = -57925.436239
  nChanged 4
		SP:Iteration 9Q (123565.520000 sec): 3 clusters
  Score: Raw -59979.639866 + Penalty 2047.755383 = -57931.884483
  nChanged 2
		SP:Iteration 10Q (123565.710000 sec): 3 clusters
  Score: Raw -59981.340062 + Penalty 2047.755383 = -57933.584679
  nChanged 0
		SP:Iteration 11F (123565.870000 sec): 3 clusters
  Score: Raw -59981.340062 + Penalty 2047.755383 = -57933.584679
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 48 (167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123565.950000 sec): 2 clusters
  Score: Raw -16659.627845 + Penalty 831.673995 = -15827.953851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123566.130000 sec): 3 clusters
  Score: Raw -16804.533977 + Penalty 1663.347989 = -15141.185988
  nChanged 21
		SP:Iteration 1F (123566.350000 sec): 3 clusters
  Score: Raw -16862.966926 + Penalty 1663.347989 = -15199.618937
  nChanged 6
		SP:Iteration 2Q (123566.590000 sec): 3 clusters
  Score: Raw -16885.579434 + Penalty 1663.347989 = -15222.231445
  nChanged 3
		SP:Iteration 3Q (123566.770000 sec): 3 clusters
  Score: Raw -16896.304403 + Penalty 1663.347989 = -15232.956414
  nChanged 1
		SP:Iteration 4Q (123566.980000 sec): 3 clusters
  Score: Raw -16905.105803 + Penalty 1663.347989 = -15241.757814
  nChanged 0
		SP:Iteration 5F (123567.210000 sec): 3 clusters
  Score: Raw -16905.105803 + Penalty 1663.347989 = -15241.757814
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 49 (19829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123567.470000 sec): 2 clusters
  Score: Raw -2058323.333611 + Penalty 1607.921379 = -2056715.412233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123567.750000 sec): 3 clusters
  Score: Raw -2046401.329846 + Penalty 3215.842757 = -2043185.487089
  nChanged 8928
		SP:Iteration 1F (123568.080000 sec): 3 clusters
  Score: Raw -2051486.639824 + Penalty 3215.842757 = -2048270.797067
  nChanged 1177
		SP:Iteration 2F (123568.380000 sec): 3 clusters
  Score: Raw -2052046.032599 + Penalty 3215.842757 = -2048830.189842
  nChanged 1192
		SP:Iteration 3F (123568.720000 sec): 3 clusters
  Score: Raw -2052658.175274 + Penalty 3215.842757 = -2049442.332517
  nChanged 1165
		SP:Iteration 4F (123569.030000 sec): 3 clusters
  Score: Raw -2053233.591820 + Penalty 3215.842757 = -2050017.749063
  nChanged 1033
		SP:Iteration 5F (123569.340000 sec): 3 clusters
  Score: Raw -2053775.520726 + Penalty 3215.842757 = -2050559.677969
  nChanged 970
		SP:Iteration 6Q (123569.690000 sec): 3 clusters
  Score: Raw -2054295.049593 + Penalty 3215.842757 = -2051079.206836
  nChanged 931
		SP:Iteration 7Q (123570.040000 sec): 3 clusters
  Score: Raw -2054747.076426 + Penalty 3215.842757 = -2051531.233669
  nChanged 813
		SP:Iteration 8Q (123570.370000 sec): 3 clusters
  Score: Raw -2055125.751609 + Penalty 3215.842757 = -2051909.908851
  nChanged 705
		SP:Iteration 9Q (123570.760000 sec): 3 clusters
  Score: Raw -2055446.258439 + Penalty 3215.842757 = -2052230.415681
  nChanged 636
		SP:Iteration 10Q (123571.060000 sec): 3 clusters
  Score: Raw -2055709.275832 + Penalty 3215.842757 = -2052493.433075
  nChanged 574
		SP:Iteration 11Q (123571.370000 sec): 3 clusters
  Score: Raw -2055936.236907 + Penalty 3215.842757 = -2052720.394150
  nChanged 528
		SP:Iteration 12Q (123571.730000 sec): 3 clusters
  Score: Raw -2056148.113559 + Penalty 3215.842757 = -2052932.270802
  nChanged 466
		SP:Iteration 13Q (123572.070000 sec): 3 clusters
  Score: Raw -2056324.465698 + Penalty 3215.842757 = -2053108.622940
  nChanged 433
		SP:Iteration 14Q (123572.390000 sec): 3 clusters
  Score: Raw -2056467.050076 + Penalty 3215.842757 = -2053251.207319
  nChanged 354
		SP:Iteration 15Q (123572.740000 sec): 3 clusters
  Score: Raw -2056573.760350 + Penalty 3215.842757 = -2053357.917593
  nChanged 326
		SP:Iteration 16Q (123572.990000 sec): 3 clusters
  Score: Raw -2056669.162325 + Penalty 3215.842757 = -2053453.319567
  nChanged 290
		SP:Iteration 17Q (123573.260000 sec): 3 clusters
  Score: Raw -2056757.309288 + Penalty 3215.842757 = -2053541.466531
  nChanged 254
		SP:Iteration 18Q (123573.620000 sec): 3 clusters
  Score: Raw -2056823.038653 + Penalty 3215.842757 = -2053607.195896
  nChanged 234
		SP:Iteration 19Q (123573.930000 sec): 3 clusters
  Score: Raw -2056880.694083 + Penalty 3215.842757 = -2053664.851326
  nChanged 222
		SP:Iteration 20F (123574.190000 sec): 3 clusters
  Score: Raw -2056936.004315 + Penalty 3215.842757 = -2053720.161558
  nChanged 229
		SP:Iteration 21Q (123574.540000 sec): 3 clusters
  Score: Raw -2056993.268831 + Penalty 3215.842757 = -2053777.426073
  nChanged 210
		SP:Iteration 22Q (123574.870000 sec): 3 clusters
  Score: Raw -2057048.112833 + Penalty 3215.842757 = -2053832.270076
  nChanged 201
		SP:Iteration 23Q (123575.220000 sec): 3 clusters
  Score: Raw -2057096.703570 + Penalty 3215.842757 = -2053880.860812
  nChanged 192
		SP:Iteration 24Q (123575.540000 sec): 3 clusters
  Score: Raw -2057138.642908 + Penalty 3215.842757 = -2053922.800151
  nChanged 166
		SP:Iteration 25Q (123575.850000 sec): 3 clusters
  Score: Raw -2057175.241222 + Penalty 3215.842757 = -2053959.398464
  nChanged 176
		SP:Iteration 26Q (123576.210000 sec): 3 clusters
  Score: Raw -2057213.325314 + Penalty 3215.842757 = -2053997.482556
  nChanged 170
		SP:Iteration 27Q (123576.480000 sec): 3 clusters
  Score: Raw -2057248.797987 + Penalty 3215.842757 = -2054032.955230
  nChanged 152
		SP:Iteration 28Q (123576.810000 sec): 3 clusters
  Score: Raw -2057287.064232 + Penalty 3215.842757 = -2054071.221475
  nChanged 193
		SP:Iteration 29Q (123577.120000 sec): 3 clusters
  Score: Raw -2057340.733660 + Penalty 3215.842757 = -2054124.890903
  nChanged 206
		SP:Iteration 30Q (123577.470000 sec): 3 clusters
  Score: Raw -2057401.866971 + Penalty 3215.842757 = -2054186.024213
  nChanged 201
		SP:Iteration 31Q (123577.750000 sec): 3 clusters
  Score: Raw -2057468.867182 + Penalty 3215.842757 = -2054253.024424
  nChanged 238
		SP:Iteration 32Q (123578.120000 sec): 3 clusters
  Score: Raw -2057550.235057 + Penalty 3215.842757 = -2054334.392300
  nChanged 233
		SP:Iteration 33Q (123578.430000 sec): 3 clusters
  Score: Raw -2057634.591268 + Penalty 3215.842757 = -2054418.748511
  nChanged 212
		SP:Iteration 34Q (123578.750000 sec): 3 clusters
  Score: Raw -2057705.237860 + Penalty 3215.842757 = -2054489.395103
  nChanged 206
		SP:Iteration 35Q (123579.140000 sec): 3 clusters
  Score: Raw -2057782.306340 + Penalty 3215.842757 = -2054566.463583
  nChanged 206
		SP:Iteration 36Q (123579.460000 sec): 3 clusters
  Score: Raw -2057861.680623 + Penalty 3215.842757 = -2054645.837866
  nChanged 191
		SP:Iteration 37Q (123579.730000 sec): 3 clusters
  Score: Raw -2057935.761880 + Penalty 3215.842757 = -2054719.919123
  nChanged 182
		SP:Iteration 38Q (123580.050000 sec): 3 clusters
  Score: Raw -2058004.632692 + Penalty 3215.842757 = -2054788.789935
  nChanged 164
		SP:Iteration 39Q (123580.380000 sec): 3 clusters
  Score: Raw -2058075.545656 + Penalty 3215.842757 = -2054859.702898
  nChanged 184
		SP:Iteration 40F (123580.690000 sec): 3 clusters
  Score: Raw -2058157.618181 + Penalty 3215.842757 = -2054941.775423
  nChanged 161
		SP:Iteration 41Q (123581.050000 sec): 3 clusters
  Score: Raw -2058227.144985 + Penalty 3215.842757 = -2055011.302228
  nChanged 158
		SP:Iteration 42Q (123581.380000 sec): 3 clusters
  Score: Raw -2058297.586564 + Penalty 3215.842757 = -2055081.743807
  nChanged 129
		SP:Iteration 43Q (123581.750000 sec): 3 clusters
  Score: Raw -2058351.745538 + Penalty 3215.842757 = -2055135.902781
  nChanged 114
		SP:Iteration 44Q (123582.030000 sec): 3 clusters
  Score: Raw -2058393.983592 + Penalty 3215.842757 = -2055178.140835
  nChanged 110
		SP:Iteration 45Q (123582.360000 sec): 3 clusters
  Score: Raw -2058437.979593 + Penalty 3215.842757 = -2055222.136835
  nChanged 103
		SP:Iteration 46Q (123582.630000 sec): 3 clusters
  Score: Raw -2058483.986558 + Penalty 3215.842757 = -2055268.143800
  nChanged 94
		SP:Iteration 47Q (123582.950000 sec): 3 clusters
  Score: Raw -2058528.685568 + Penalty 3215.842757 = -2055312.842811
  nChanged 84
		SP:Iteration 48Q (123583.240000 sec): 3 clusters
  Score: Raw -2058574.119436 + Penalty 3215.842757 = -2055358.276679
  nChanged 80
		SP:Iteration 49Q (123583.530000 sec): 3 clusters
  Score: Raw -2058611.538438 + Penalty 3215.842757 = -2055395.695681
  nChanged 77
		SP:Iteration 50Q (123583.840000 sec): 3 clusters
  Score: Raw -2058644.641228 + Penalty 3215.842757 = -2055428.798470
  nChanged 49
		SP:Iteration 51Q (123584.170000 sec): 3 clusters
  Score: Raw -2058667.395155 + Penalty 3215.842757 = -2055451.552398
  nChanged 53
		SP:Iteration 52Q (123584.420000 sec): 3 clusters
  Score: Raw -2058690.999258 + Penalty 3215.842757 = -2055475.156500
  nChanged 47
		SP:Iteration 53Q (123584.740000 sec): 3 clusters
  Score: Raw -2058710.382681 + Penalty 3215.842757 = -2055494.539924
  nChanged 46
		SP:Iteration 54Q (123585.000000 sec): 3 clusters
  Score: Raw -2058732.554673 + Penalty 3215.842757 = -2055516.711915
  nChanged 44
		SP:Iteration 55Q (123585.300000 sec): 3 clusters
  Score: Raw -2058751.187029 + Penalty 3215.842757 = -2055535.344271
  nChanged 34
		SP:Iteration 56Q (123585.620000 sec): 3 clusters
  Score: Raw -2058763.193026 + Penalty 3215.842757 = -2055547.350269
  nChanged 25
		SP:Iteration 57Q (123585.880000 sec): 3 clusters
  Score: Raw -2058773.980940 + Penalty 3215.842757 = -2055558.138182
  nChanged 32
		SP:Iteration 58Q (123586.160000 sec): 3 clusters
  Score: Raw -2058786.561323 + Penalty 3215.842757 = -2055570.718565
  nChanged 22
		SP:Iteration 59Q (123586.520000 sec): 3 clusters
  Score: Raw -2058792.756123 + Penalty 3215.842757 = -2055576.913366
  nChanged 13
		SP:Iteration 60F (123586.830000 sec): 3 clusters
  Score: Raw -2058796.222587 + Penalty 3215.842757 = -2055580.379829
  nChanged 9
		SP:Iteration 61Q (123587.100000 sec): 3 clusters
  Score: Raw -2058799.025690 + Penalty 3215.842757 = -2055583.182933
  nChanged 9
		SP:Iteration 62Q (123587.380000 sec): 3 clusters
  Score: Raw -2058802.040545 + Penalty 3215.842757 = -2055586.197788
  nChanged 10
		SP:Iteration 63Q (123587.730000 sec): 3 clusters
  Score: Raw -2058804.535973 + Penalty 3215.842757 = -2055588.693215
  nChanged 8
		SP:Iteration 64Q (123588.040000 sec): 3 clusters
  Score: Raw -2058807.456408 + Penalty 3215.842757 = -2055591.613651
  nChanged 14
		SP:Iteration 65Q (123588.300000 sec): 3 clusters
  Score: Raw -2058813.425687 + Penalty 3215.842757 = -2055597.582930
  nChanged 12
		SP:Iteration 66Q (123588.630000 sec): 3 clusters
  Score: Raw -2058818.309800 + Penalty 3215.842757 = -2055602.467043
  nChanged 6
		SP:Iteration 67Q (123588.900000 sec): 3 clusters
  Score: Raw -2058820.217688 + Penalty 3215.842757 = -2055604.374931
  nChanged 8
		SP:Iteration 68Q (123589.210000 sec): 3 clusters
  Score: Raw -2058824.045973 + Penalty 3215.842757 = -2055608.203215
  nChanged 7
		SP:Iteration 69Q (123589.460000 sec): 3 clusters
  Score: Raw -2058825.795913 + Penalty 3215.842757 = -2055609.953156
  nChanged 6
		SP:Iteration 70Q (123589.770000 sec): 3 clusters
  Score: Raw -2058829.322486 + Penalty 3215.842757 = -2055613.479728
  nChanged 14
		SP:Iteration 71Q (123590.090000 sec): 3 clusters
  Score: Raw -2058833.952760 + Penalty 3215.842757 = -2055618.110003
  nChanged 10
		SP:Iteration 72Q (123590.350000 sec): 3 clusters
  Score: Raw -2058837.661889 + Penalty 3215.842757 = -2055621.819131
  nChanged 6
		SP:Iteration 73Q (123590.670000 sec): 3 clusters
  Score: Raw -2058839.833592 + Penalty 3215.842757 = -2055623.990835
  nChanged 5
		SP:Iteration 74Q (123590.970000 sec): 3 clusters
  Score: Raw -2058842.234646 + Penalty 3215.842757 = -2055626.391889
  nChanged 4
		SP:Iteration 75Q (123591.330000 sec): 3 clusters
  Score: Raw -2058843.391495 + Penalty 3215.842757 = -2055627.548738
  nChanged 4
		SP:Iteration 76Q (123591.610000 sec): 3 clusters
  Score: Raw -2058844.362517 + Penalty 3215.842757 = -2055628.519760
  nChanged 3
		SP:Iteration 77Q (123591.990000 sec): 3 clusters
  Score: Raw -2058845.172451 + Penalty 3215.842757 = -2055629.329694
  nChanged 2
		SP:Iteration 78Q (123592.370000 sec): 3 clusters
  Score: Raw -2058845.606536 + Penalty 3215.842757 = -2055629.763779
  nChanged 2
		SP:Iteration 79Q (123592.710000 sec): 3 clusters
  Score: Raw -2058846.269974 + Penalty 3215.842757 = -2055630.427217
  nChanged 2
		SP:Iteration 80F (123593.030000 sec): 3 clusters
  Score: Raw -2058846.551418 + Penalty 3215.842757 = -2055630.708661
  nChanged 1
		SP:Iteration 81Q (123593.340000 sec): 3 clusters
  Score: Raw -2058846.651678 + Penalty 3215.842757 = -2055630.808921
  nChanged 0
		SP:Iteration 82F (123593.630000 sec): 3 clusters
  Score: Raw -2058846.651678 + Penalty 3215.842757 = -2055630.808921
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 50 (28589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123593.870000 sec): 2 clusters
  Score: Raw -3026144.634161 + Penalty 1667.376312 = -3024477.257848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123594.200000 sec): 3 clusters
  Score: Raw -3008557.004437 + Penalty 3334.752625 = -3005222.251812
  nChanged 13173
		SP:Iteration 1F (123594.590000 sec): 3 clusters
  Score: Raw -3015992.287257 + Penalty 3334.752625 = -3012657.534632
  nChanged 1466
		SP:Iteration 2F (123594.890000 sec): 3 clusters
  Score: Raw -3016549.141581 + Penalty 3334.752625 = -3013214.388956
  nChanged 1431
		SP:Iteration 3F (123595.240000 sec): 3 clusters
  Score: Raw -3017184.241460 + Penalty 3334.752625 = -3013849.488835
  nChanged 1513
		SP:Iteration 4F (123595.650000 sec): 3 clusters
  Score: Raw -3017974.677254 + Penalty 3334.752625 = -3014639.924629
  nChanged 1632
		SP:Iteration 5F (123596.030000 sec): 3 clusters
  Score: Raw -3018930.463303 + Penalty 3334.752625 = -3015595.710678
  nChanged 1693
		SP:Iteration 6F (123596.320000 sec): 3 clusters
  Score: Raw -3020057.980864 + Penalty 3334.752625 = -3016723.228239
  nChanged 1677
		SP:Iteration 7F (123596.710000 sec): 3 clusters
  Score: Raw -3021313.568890 + Penalty 3334.752625 = -3017978.816266
  nChanged 1540
		SP:Iteration 8F (123597.060000 sec): 3 clusters
  Score: Raw -3022522.256361 + Penalty 3334.752625 = -3019187.503736
  nChanged 1277
		SP:Iteration 9Q (123597.430000 sec): 3 clusters
  Score: Raw -3023448.939408 + Penalty 3334.752625 = -3020114.186783
  nChanged 970
		SP:Iteration 10Q (123597.750000 sec): 3 clusters
  Score: Raw -3024030.121045 + Penalty 3334.752625 = -3020695.368420
  nChanged 652
		SP:Iteration 11Q (123598.090000 sec): 3 clusters
  Score: Raw -3024355.769274 + Penalty 3334.752625 = -3021021.016649
  nChanged 507
		SP:Iteration 12Q (123598.460000 sec): 3 clusters
  Score: Raw -3024610.702145 + Penalty 3334.752625 = -3021275.949520
  nChanged 465
		SP:Iteration 13Q (123598.810000 sec): 3 clusters
  Score: Raw -3024850.027280 + Penalty 3334.752625 = -3021515.274655
  nChanged 426
		SP:Iteration 14Q (123599.150000 sec): 3 clusters
  Score: Raw -3025085.819996 + Penalty 3334.752625 = -3021751.067371
  nChanged 398
		SP:Iteration 15Q (123599.460000 sec): 3 clusters
  Score: Raw -3025291.740574 + Penalty 3334.752625 = -3021956.987949
  nChanged 317
		SP:Iteration 16Q (123599.860000 sec): 3 clusters
  Score: Raw -3025451.128834 + Penalty 3334.752625 = -3022116.376209
  nChanged 298
		SP:Iteration 17Q (123600.140000 sec): 3 clusters
  Score: Raw -3025603.736599 + Penalty 3334.752625 = -3022268.983974
  nChanged 259
		SP:Iteration 18Q (123600.490000 sec): 3 clusters
  Score: Raw -3025738.513545 + Penalty 3334.752625 = -3022403.760920
  nChanged 245
		SP:Iteration 19Q (123600.810000 sec): 3 clusters
  Score: Raw -3025861.344896 + Penalty 3334.752625 = -3022526.592271
  nChanged 215
		SP:Iteration 20F (123601.150000 sec): 3 clusters
  Score: Raw -3025963.025526 + Penalty 3334.752625 = -3022628.272901
  nChanged 174
		SP:Iteration 21Q (123601.470000 sec): 3 clusters
  Score: Raw -3026046.032539 + Penalty 3334.752625 = -3022711.279914
  nChanged 162
		SP:Iteration 22Q (123601.790000 sec): 3 clusters
  Score: Raw -3026125.065450 + Penalty 3334.752625 = -3022790.312825
  nChanged 136
		SP:Iteration 23Q (123602.140000 sec): 3 clusters
  Score: Raw -3026189.495835 + Penalty 3334.752625 = -3022854.743211
  nChanged 123
		SP:Iteration 24Q (123602.500000 sec): 3 clusters
  Score: Raw -3026238.116060 + Penalty 3334.752625 = -3022903.363435
  nChanged 81
		SP:Iteration 25Q (123602.820000 sec): 3 clusters
  Score: Raw -3026278.179598 + Penalty 3334.752625 = -3022943.426973
  nChanged 85
		SP:Iteration 26Q (123603.150000 sec): 3 clusters
  Score: Raw -3026322.229508 + Penalty 3334.752625 = -3022987.476883
  nChanged 67
		SP:Iteration 27Q (123603.460000 sec): 3 clusters
  Score: Raw -3026349.631571 + Penalty 3334.752625 = -3023014.878947
  nChanged 55
		SP:Iteration 28Q (123603.780000 sec): 3 clusters
  Score: Raw -3026367.575631 + Penalty 3334.752625 = -3023032.823006
  nChanged 39
		SP:Iteration 29Q (123604.100000 sec): 3 clusters
  Score: Raw -3026379.642377 + Penalty 3334.752625 = -3023044.889752
  nChanged 32
		SP:Iteration 30Q (123604.440000 sec): 3 clusters
  Score: Raw -3026388.566621 + Penalty 3334.752625 = -3023053.813996
  nChanged 23
		SP:Iteration 31Q (123604.730000 sec): 3 clusters
  Score: Raw -3026394.779161 + Penalty 3334.752625 = -3023060.026536
  nChanged 16
		SP:Iteration 32Q (123605.040000 sec): 3 clusters
  Score: Raw -3026399.987269 + Penalty 3334.752625 = -3023065.234644
  nChanged 18
		SP:Iteration 33Q (123605.370000 sec): 3 clusters
  Score: Raw -3026407.957488 + Penalty 3334.752625 = -3023073.204863
  nChanged 24
		SP:Iteration 34Q (123605.650000 sec): 3 clusters
  Score: Raw -3026416.573328 + Penalty 3334.752625 = -3023081.820704
  nChanged 26
		SP:Iteration 35Q (123605.920000 sec): 3 clusters
  Score: Raw -3026423.750384 + Penalty 3334.752625 = -3023088.997759
  nChanged 18
		SP:Iteration 36Q (123606.240000 sec): 3 clusters
  Score: Raw -3026431.119325 + Penalty 3334.752625 = -3023096.366700
  nChanged 22
		SP:Iteration 37Q (123606.550000 sec): 3 clusters
  Score: Raw -3026438.491051 + Penalty 3334.752625 = -3023103.738426
  nChanged 20
		SP:Iteration 38Q (123606.800000 sec): 3 clusters
  Score: Raw -3026446.775318 + Penalty 3334.752625 = -3023112.022693
  nChanged 19
		SP:Iteration 39Q (123607.110000 sec): 3 clusters
  Score: Raw -3026454.219094 + Penalty 3334.752625 = -3023119.466469
  nChanged 21
		SP:Iteration 40F (123607.380000 sec): 3 clusters
  Score: Raw -3026463.168865 + Penalty 3334.752625 = -3023128.416240
  nChanged 22
		SP:Iteration 41Q (123607.670000 sec): 3 clusters
  Score: Raw -3026471.549724 + Penalty 3334.752625 = -3023136.797099
  nChanged 24
		SP:Iteration 42Q (123608.010000 sec): 3 clusters
  Score: Raw -3026484.606660 + Penalty 3334.752625 = -3023149.854035
  nChanged 27
		SP:Iteration 43Q (123608.430000 sec): 3 clusters
  Score: Raw -3026494.148717 + Penalty 3334.752625 = -3023159.396092
  nChanged 20
		SP:Iteration 44Q (123608.770000 sec): 3 clusters
  Score: Raw -3026500.652175 + Penalty 3334.752625 = -3023165.899550
  nChanged 13
		SP:Iteration 45Q (123609.070000 sec): 3 clusters
  Score: Raw -3026505.546044 + Penalty 3334.752625 = -3023170.793419
  nChanged 12
		SP:Iteration 46Q (123609.350000 sec): 3 clusters
  Score: Raw -3026509.705379 + Penalty 3334.752625 = -3023174.952754
  nChanged 8
		SP:Iteration 47Q (123609.670000 sec): 3 clusters
  Score: Raw -3026512.789149 + Penalty 3334.752625 = -3023178.036524
  nChanged 4
		SP:Iteration 48Q (123609.980000 sec): 3 clusters
  Score: Raw -3026513.918757 + Penalty 3334.752625 = -3023179.166132
  nChanged 3
		SP:Iteration 49Q (123610.290000 sec): 3 clusters
  Score: Raw -3026514.713478 + Penalty 3334.752625 = -3023179.960853
  nChanged 3
		SP:Iteration 50Q (123610.580000 sec): 3 clusters
  Score: Raw -3026515.777384 + Penalty 3334.752625 = -3023181.024759
  nChanged 1
		SP:Iteration 51Q (123610.910000 sec): 3 clusters
  Score: Raw -3026516.063869 + Penalty 3334.752625 = -3023181.311244
  nChanged 1
		SP:Iteration 52Q (123611.160000 sec): 3 clusters
  Score: Raw -3026516.229663 + Penalty 3334.752625 = -3023181.477039
  nChanged 0
		SP:Iteration 53F (123611.470000 sec): 3 clusters
  Score: Raw -3026516.229663 + Penalty 3334.752625 = -3023181.477039
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 51 (493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123611.580000 sec): 2 clusters
  Score: Raw -55631.618137 + Penalty 1007.582741 = -54624.035396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123611.750000 sec): 3 clusters
  Score: Raw -55580.761051 + Penalty 2015.165482 = -53565.595569
  nChanged 111
		SP:Iteration 1F (123611.930000 sec): 3 clusters
  Score: Raw -55743.996684 + Penalty 2015.165482 = -53728.831202
  nChanged 22
		SP:Iteration 2Q (123612.030000 sec): 3 clusters
  Score: Raw -55771.826681 + Penalty 2015.165482 = -53756.661199
  nChanged 13
		SP:Iteration 3Q (123612.240000 sec): 3 clusters
  Score: Raw -55796.702935 + Penalty 2015.165482 = -53781.537453
  nChanged 6
		SP:Iteration 4Q (123612.390000 sec): 3 clusters
  Score: Raw -55811.532126 + Penalty 2015.165482 = -53796.366645
  nChanged 8
		SP:Iteration 5Q (123612.610000 sec): 3 clusters
  Score: Raw -55826.987793 + Penalty 2015.165482 = -53811.822311
  nChanged 3
		SP:Iteration 6Q (123612.770000 sec): 3 clusters
  Score: Raw -55828.983712 + Penalty 2015.165482 = -53813.818230
  nChanged 1
		SP:Iteration 7Q (123612.950000 sec): 3 clusters
  Score: Raw -55831.170669 + Penalty 2015.165482 = -53816.005188
  nChanged 1
		SP:Iteration 8Q (123613.110000 sec): 3 clusters
  Score: Raw -55832.032171 + Penalty 2015.165482 = -53816.866690
  nChanged 0
		SP:Iteration 9F (123613.210000 sec): 3 clusters
  Score: Raw -55832.032171 + Penalty 2015.165482 = -53816.866690
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 52 (402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123613.340000 sec): 2 clusters
  Score: Raw -48641.197210 + Penalty 974.423464 = -47666.773746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123613.470000 sec): 3 clusters
  Score: Raw -48647.011182 + Penalty 1948.846929 = -46698.164253
  nChanged 94
		SP:Iteration 1F (123613.650000 sec): 3 clusters
  Score: Raw -48801.674924 + Penalty 1948.846929 = -46852.827995
  nChanged 23
		SP:Iteration 2F (123613.790000 sec): 3 clusters
  Score: Raw -48853.227556 + Penalty 1948.846929 = -46904.380627
  nChanged 15
		SP:Iteration 3Q (123614.000000 sec): 3 clusters
  Score: Raw -48874.044706 + Penalty 1948.846929 = -46925.197777
  nChanged 8
		SP:Iteration 4Q (123614.190000 sec): 3 clusters
  Score: Raw -48888.446433 + Penalty 1948.846929 = -46939.599505
  nChanged 6
		SP:Iteration 5Q (123614.390000 sec): 3 clusters
  Score: Raw -48896.584387 + Penalty 1948.846929 = -46947.737458
  nChanged 6
		SP:Iteration 6Q (123614.580000 sec): 3 clusters
  Score: Raw -48912.315826 + Penalty 1948.846929 = -46963.468898
  nChanged 3
		SP:Iteration 7Q (123614.730000 sec): 3 clusters
  Score: Raw -48917.319397 + Penalty 1948.846929 = -46968.472469
  nChanged 1
		SP:Iteration 8Q (123614.920000 sec): 3 clusters
  Score: Raw -48918.167536 + Penalty 1948.846929 = -46969.320607
  nChanged 0
		SP:Iteration 9F (123615.100000 sec): 3 clusters
  Score: Raw -48918.167536 + Penalty 1948.846929 = -46969.320607
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 53 (333472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123616.770000 sec): 2 clusters
  Score: Raw -37880297.334244 + Penalty 2066.563555 = -37878230.770689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123619.260000 sec): 3 clusters
  Score: Raw -37656929.459692 + Penalty 4133.127109 = -37652796.332583
  nChanged 162750
		SP:Iteration 1F (123621.500000 sec): 3 clusters
  Score: Raw -37755354.496785 + Penalty 4133.127109 = -37751221.369676
  nChanged 11027
		SP:Iteration 2Q (123623.770000 sec): 3 clusters
  Score: Raw -37758231.863312 + Penalty 4133.127109 = -37754098.736203
  nChanged 12944
		SP:Iteration 3Q (123625.480000 sec): 3 clusters
  Score: Raw -37762350.267752 + Penalty 4133.127109 = -37758217.140643
  nChanged 15156
		SP:Iteration 4Q (123627.200000 sec): 3 clusters
  Score: Raw -37768347.905137 + Penalty 4133.127109 = -37764214.778027
  nChanged 18176
		SP:Iteration 5F (123628.810000 sec): 3 clusters
  Score: Raw -37777413.152496 + Penalty 4133.127109 = -37773280.025387
  nChanged 21421
		SP:Iteration 6F (123630.480000 sec): 3 clusters
  Score: Raw -37791065.431884 + Penalty 4133.127109 = -37786932.304775
  nChanged 24164
		SP:Iteration 7F (123632.450000 sec): 3 clusters
  Score: Raw -37809710.146368 + Penalty 4133.127109 = -37805577.019258
  nChanged 23965
		SP:Iteration 8F (123634.440000 sec): 3 clusters
  Score: Raw -37830536.035272 + Penalty 4133.127109 = -37826402.908163
  nChanged 20361
		SP:Iteration 9F (123636.340000 sec): 3 clusters
  Score: Raw -37849048.561049 + Penalty 4133.127109 = -37844915.433939
  nChanged 14790
		SP:Iteration 10Q (123638.280000 sec): 3 clusters
  Score: Raw -37862477.500535 + Penalty 4133.127109 = -37858344.373426
  nChanged 9405
		SP:Iteration 11Q (123639.870000 sec): 3 clusters
  Score: Raw -37870759.963449 + Penalty 4133.127109 = -37866626.836339
  nChanged 5454
		SP:Iteration 12Q (123641.460000 sec): 3 clusters
  Score: Raw -37875217.517773 + Penalty 4133.127109 = -37871084.390664
  nChanged 3232
		SP:Iteration 13Q (123643.220000 sec): 3 clusters
  Score: Raw -37877585.023652 + Penalty 4133.127109 = -37873451.896543
  nChanged 2094
		SP:Iteration 14Q (123645.090000 sec): 3 clusters
  Score: Raw -37878954.817855 + Penalty 4133.127109 = -37874821.690745
  nChanged 1323
		SP:Iteration 15Q (123646.860000 sec): 3 clusters
  Score: Raw -37879745.093409 + Penalty 4133.127109 = -37875611.966299
  nChanged 854
		SP:Iteration 16Q (123648.530000 sec): 3 clusters
  Score: Raw -37880202.943352 + Penalty 4133.127109 = -37876069.816243
  nChanged 590
		SP:Iteration 17Q (123649.990000 sec): 3 clusters
  Score: Raw -37880503.956006 + Penalty 4133.127109 = -37876370.828896
  nChanged 406
		SP:Iteration 18Q (123651.670000 sec): 3 clusters
  Score: Raw -37880684.900701 + Penalty 4133.127109 = -37876551.773591
  nChanged 283
		SP:Iteration 19Q (123653.500000 sec): 3 clusters
  Score: Raw -37880802.434090 + Penalty 4133.127109 = -37876669.306980
  nChanged 215
		SP:Iteration 20F (123655.570000 sec): 3 clusters
  Score: Raw -37880886.494051 + Penalty 4133.127109 = -37876753.366941
  nChanged 153
		SP:Iteration 21Q (123657.430000 sec): 3 clusters
  Score: Raw -37880938.025234 + Penalty 4133.127109 = -37876804.898125
  nChanged 134
		SP:Iteration 22Q (123659.130000 sec): 3 clusters
  Score: Raw -37880986.646471 + Penalty 4133.127109 = -37876853.519362
  nChanged 105
		SP:Iteration 23Q (123660.700000 sec): 3 clusters
  Score: Raw -37881019.118300 + Penalty 4133.127109 = -37876885.991190
  nChanged 83
		SP:Iteration 24Q (123662.500000 sec): 3 clusters
  Score: Raw -37881046.943796 + Penalty 4133.127109 = -37876913.816686
  nChanged 71
		SP:Iteration 25Q (123664.240000 sec): 3 clusters
  Score: Raw -37881066.535938 + Penalty 4133.127109 = -37876933.408828
  nChanged 60
		SP:Iteration 26Q (123666.180000 sec): 3 clusters
  Score: Raw -37881081.695098 + Penalty 4133.127109 = -37876948.567989
  nChanged 36
		SP:Iteration 27Q (123668.080000 sec): 3 clusters
  Score: Raw -37881090.226633 + Penalty 4133.127109 = -37876957.099523
  nChanged 32
		SP:Iteration 28Q (123669.940000 sec): 3 clusters
  Score: Raw -37881097.485389 + Penalty 4133.127109 = -37876964.358280
  nChanged 24
		SP:Iteration 29Q (123671.640000 sec): 3 clusters
  Score: Raw -37881102.651628 + Penalty 4133.127109 = -37876969.524518
  nChanged 20
		SP:Iteration 30Q (123673.210000 sec): 3 clusters
  Score: Raw -37881107.229165 + Penalty 4133.127109 = -37876974.102056
  nChanged 20
		SP:Iteration 31Q (123674.690000 sec): 3 clusters
  Score: Raw -37881111.582577 + Penalty 4133.127109 = -37876978.455467
  nChanged 17
		SP:Iteration 32Q (123676.160000 sec): 3 clusters
  Score: Raw -37881116.068585 + Penalty 4133.127109 = -37876982.941475
  nChanged 14
		SP:Iteration 33Q (123677.680000 sec): 3 clusters
  Score: Raw -37881118.954327 + Penalty 4133.127109 = -37876985.827217
  nChanged 15
		SP:Iteration 34Q (123679.240000 sec): 3 clusters
  Score: Raw -37881122.068822 + Penalty 4133.127109 = -37876988.941712
  nChanged 14
		SP:Iteration 35Q (123681.060000 sec): 3 clusters
  Score: Raw -37881124.521268 + Penalty 4133.127109 = -37876991.394159
  nChanged 9
		SP:Iteration 36Q (123682.830000 sec): 3 clusters
  Score: Raw -37881126.961724 + Penalty 4133.127109 = -37876993.834614
  nChanged 11
		SP:Iteration 37Q (123684.250000 sec): 3 clusters
  Score: Raw -37881129.810561 + Penalty 4133.127109 = -37876996.683452
  nChanged 13
		SP:Iteration 38Q (123686.240000 sec): 3 clusters
  Score: Raw -37881132.152914 + Penalty 4133.127109 = -37876999.025805
  nChanged 6
		SP:Iteration 39Q (123687.830000 sec): 3 clusters
  Score: Raw -37881133.327599 + Penalty 4133.127109 = -37877000.200489
  nChanged 6
		SP:Iteration 40F (123689.810000 sec): 3 clusters
  Score: Raw -37881134.345123 + Penalty 4133.127109 = -37877001.218013
  nChanged 7
		SP:Iteration 41Q (123692.180000 sec): 3 clusters
  Score: Raw -37881136.626628 + Penalty 4133.127109 = -37877003.499518
  nChanged 10
		SP:Iteration 42Q (123694.560000 sec): 3 clusters
  Score: Raw -37881138.925243 + Penalty 4133.127109 = -37877005.798133
  nChanged 7
		SP:Iteration 43Q (123696.920000 sec): 3 clusters
  Score: Raw -37881139.922239 + Penalty 4133.127109 = -37877006.795130
  nChanged 3
		SP:Iteration 44Q (123699.270000 sec): 3 clusters
  Score: Raw -37881140.895886 + Penalty 4133.127109 = -37877007.768777
  nChanged 9
		SP:Iteration 45Q (123701.670000 sec): 3 clusters
  Score: Raw -37881143.162251 + Penalty 4133.127109 = -37877010.035141
  nChanged 12
		SP:Iteration 46Q (123703.990000 sec): 3 clusters
  Score: Raw -37881145.796158 + Penalty 4133.127109 = -37877012.669049
  nChanged 10
		SP:Iteration 47Q (123705.660000 sec): 3 clusters
  Score: Raw -37881147.944771 + Penalty 4133.127109 = -37877014.817662
  nChanged 3
		SP:Iteration 48Q (123707.320000 sec): 3 clusters
  Score: Raw -37881148.445454 + Penalty 4133.127109 = -37877015.318344
  nChanged 3
		SP:Iteration 49Q (123709.090000 sec): 3 clusters
  Score: Raw -37881149.071031 + Penalty 4133.127109 = -37877015.943922
  nChanged 5
		SP:Iteration 50Q (123710.740000 sec): 3 clusters
  Score: Raw -37881150.121773 + Penalty 4133.127109 = -37877016.994663
  nChanged 1
		SP:Iteration 51Q (123712.540000 sec): 3 clusters
  Score: Raw -37881150.189731 + Penalty 4133.127109 = -37877017.062622
  nChanged 0
		SP:Iteration 52F (123714.580000 sec): 3 clusters
  Score: Raw -37881150.189731 + Penalty 4133.127109 = -37877017.062622
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 54 (73768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123715.170000 sec): 2 clusters
  Score: Raw -8186378.860434 + Penalty 1821.410551 = -8184557.449883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123715.760000 sec): 3 clusters
  Score: Raw -8138898.525159 + Penalty 3642.821101 = -8135255.704057
  nChanged 35203
		SP:Iteration 1F (123716.360000 sec): 3 clusters
  Score: Raw -8159821.817622 + Penalty 3642.821101 = -8156178.996521
  nChanged 3606
		SP:Iteration 2Q (123717.010000 sec): 3 clusters
  Score: Raw -8161487.655879 + Penalty 3642.821101 = -8157844.834777
  nChanged 4230
		SP:Iteration 3F (123717.550000 sec): 3 clusters
  Score: Raw -8163762.350242 + Penalty 3642.821101 = -8160119.529140
  nChanged 4796
		SP:Iteration 4F (123718.170000 sec): 3 clusters
  Score: Raw -8166387.942415 + Penalty 3642.821101 = -8162745.121314
  nChanged 4761
		SP:Iteration 5F (123718.750000 sec): 3 clusters
  Score: Raw -8168759.012966 + Penalty 3642.821101 = -8165116.191864
  nChanged 4167
		SP:Iteration 6F (123719.370000 sec): 3 clusters
  Score: Raw -8170471.037616 + Penalty 3642.821101 = -8166828.216514
  nChanged 3332
		SP:Iteration 7Q (123720.010000 sec): 3 clusters
  Score: Raw -8171565.708733 + Penalty 3642.821101 = -8167922.887632
  nChanged 2582
		SP:Iteration 8Q (123720.670000 sec): 3 clusters
  Score: Raw -8172307.068822 + Penalty 3642.821101 = -8168664.247721
  nChanged 2021
		SP:Iteration 9Q (123721.320000 sec): 3 clusters
  Score: Raw -8172847.638240 + Penalty 3642.821101 = -8169204.817138
  nChanged 1745
		SP:Iteration 10Q (123721.950000 sec): 3 clusters
  Score: Raw -8173257.350571 + Penalty 3642.821101 = -8169614.529469
  nChanged 1499
		SP:Iteration 11Q (123722.570000 sec): 3 clusters
  Score: Raw -8173573.965735 + Penalty 3642.821101 = -8169931.144633
  nChanged 1263
		SP:Iteration 12Q (123723.160000 sec): 3 clusters
  Score: Raw -8173828.429849 + Penalty 3642.821101 = -8170185.608747
  nChanged 1152
		SP:Iteration 13Q (123723.730000 sec): 3 clusters
  Score: Raw -8174064.211948 + Penalty 3642.821101 = -8170421.390846
  nChanged 1104
		SP:Iteration 14Q (123724.270000 sec): 3 clusters
  Score: Raw -8174293.427666 + Penalty 3642.821101 = -8170650.606564
  nChanged 1010
		SP:Iteration 15Q (123724.950000 sec): 3 clusters
  Score: Raw -8174525.538900 + Penalty 3642.821101 = -8170882.717799
  nChanged 1046
		SP:Iteration 16Q (123725.600000 sec): 3 clusters
  Score: Raw -8174786.818963 + Penalty 3642.821101 = -8171143.997861
  nChanged 1134
		SP:Iteration 17Q (123726.280000 sec): 3 clusters
  Score: Raw -8175077.302976 + Penalty 3642.821101 = -8171434.481875
  nChanged 1211
		SP:Iteration 18Q (123726.890000 sec): 3 clusters
  Score: Raw -8175403.974962 + Penalty 3642.821101 = -8171761.153860
  nChanged 1386
		SP:Iteration 19Q (123727.470000 sec): 3 clusters
  Score: Raw -8175802.278938 + Penalty 3642.821101 = -8172159.457836
  nChanged 1582
		SP:Iteration 20F (123728.110000 sec): 3 clusters
  Score: Raw -8176279.435377 + Penalty 3642.821101 = -8172636.614275
  nChanged 1731
		SP:Iteration 21Q (123728.780000 sec): 3 clusters
  Score: Raw -8176809.514188 + Penalty 3642.821101 = -8173166.693086
  nChanged 1938
		SP:Iteration 22Q (123729.310000 sec): 3 clusters
  Score: Raw -8177444.499267 + Penalty 3642.821101 = -8173801.678166
  nChanged 2129
		SP:Iteration 23Q (123729.950000 sec): 3 clusters
  Score: Raw -8178160.830224 + Penalty 3642.821101 = -8174518.009123
  nChanged 2244
		SP:Iteration 24Q (123730.600000 sec): 3 clusters
  Score: Raw -8178976.601210 + Penalty 3642.821101 = -8175333.780108
  nChanged 2451
		SP:Iteration 25Q (123731.270000 sec): 3 clusters
  Score: Raw -8179953.750582 + Penalty 3642.821101 = -8176310.929481
  nChanged 2625
		SP:Iteration 26Q (123731.860000 sec): 3 clusters
  Score: Raw -8181080.775767 + Penalty 3642.821101 = -8177437.954666
  nChanged 2627
		SP:Iteration 27Q (123732.440000 sec): 3 clusters
  Score: Raw -8182255.855953 + Penalty 3642.821101 = -8178613.034852
  nChanged 2511
		SP:Iteration 28Q (123732.990000 sec): 3 clusters
  Score: Raw -8183388.284311 + Penalty 3642.821101 = -8179745.463209
  nChanged 2259
		SP:Iteration 29Q (123733.540000 sec): 3 clusters
  Score: Raw -8184396.331605 + Penalty 3642.821101 = -8180753.510503
  nChanged 1988
		SP:Iteration 30Q (123734.110000 sec): 3 clusters
  Score: Raw -8185238.951254 + Penalty 3642.821101 = -8181596.130152
  nChanged 1691
		SP:Iteration 31Q (123734.770000 sec): 3 clusters
  Score: Raw -8185931.929959 + Penalty 3642.821101 = -8182289.108858
  nChanged 1368
		SP:Iteration 32Q (123735.370000 sec): 3 clusters
  Score: Raw -8186434.979206 + Penalty 3642.821101 = -8182792.158105
  nChanged 1105
		SP:Iteration 33Q (123735.900000 sec): 3 clusters
  Score: Raw -8186814.945998 + Penalty 3642.821101 = -8183172.124897
  nChanged 891
		SP:Iteration 34Q (123736.480000 sec): 3 clusters
  Score: Raw -8187092.191012 + Penalty 3642.821101 = -8183449.369910
  nChanged 683
		SP:Iteration 35Q (123737.110000 sec): 3 clusters
  Score: Raw -8187279.997630 + Penalty 3642.821101 = -8183637.176528
  nChanged 482
		SP:Iteration 36Q (123737.760000 sec): 3 clusters
  Score: Raw -8187395.517118 + Penalty 3642.821101 = -8183752.696017
  nChanged 382
		SP:Iteration 37Q (123738.370000 sec): 3 clusters
  Score: Raw -8187477.620300 + Penalty 3642.821101 = -8183834.799199
  nChanged 314
		SP:Iteration 38Q (123738.950000 sec): 3 clusters
  Score: Raw -8187546.216103 + Penalty 3642.821101 = -8183903.395002
  nChanged 256
		SP:Iteration 39Q (123739.510000 sec): 3 clusters
  Score: Raw -8187596.580840 + Penalty 3642.821101 = -8183953.759738
  nChanged 218
		SP:Iteration 40F (123740.130000 sec): 3 clusters
  Score: Raw -8187633.453745 + Penalty 3642.821101 = -8183990.632644
  nChanged 167
		SP:Iteration 41Q (123740.720000 sec): 3 clusters
  Score: Raw -8187664.381843 + Penalty 3642.821101 = -8184021.560741
  nChanged 143
		SP:Iteration 42Q (123741.260000 sec): 3 clusters
  Score: Raw -8187688.358022 + Penalty 3642.821101 = -8184045.536921
  nChanged 135
		SP:Iteration 43Q (123741.760000 sec): 3 clusters
  Score: Raw -8187710.558982 + Penalty 3642.821101 = -8184067.737880
  nChanged 115
		SP:Iteration 44Q (123742.360000 sec): 3 clusters
  Score: Raw -8187728.497047 + Penalty 3642.821101 = -8184085.675946
  nChanged 95
		SP:Iteration 45Q (123742.920000 sec): 3 clusters
  Score: Raw -8187740.744530 + Penalty 3642.821101 = -8184097.923429
  nChanged 73
		SP:Iteration 46Q (123743.520000 sec): 3 clusters
  Score: Raw -8187750.045177 + Penalty 3642.821101 = -8184107.224075
  nChanged 65
		SP:Iteration 47Q (123744.120000 sec): 3 clusters
  Score: Raw -8187757.467486 + Penalty 3642.821101 = -8184114.646385
  nChanged 53
		SP:Iteration 48Q (123744.620000 sec): 3 clusters
  Score: Raw -8187763.351480 + Penalty 3642.821101 = -8184120.530378
  nChanged 42
		SP:Iteration 49Q (123745.300000 sec): 3 clusters
  Score: Raw -8187768.847201 + Penalty 3642.821101 = -8184126.026100
  nChanged 46
		SP:Iteration 50Q (123745.890000 sec): 3 clusters
  Score: Raw -8187774.252971 + Penalty 3642.821101 = -8184131.431869
  nChanged 40
		SP:Iteration 51Q (123746.440000 sec): 3 clusters
  Score: Raw -8187778.946931 + Penalty 3642.821101 = -8184136.125830
  nChanged 36
		SP:Iteration 52Q (123746.940000 sec): 3 clusters
  Score: Raw -8187782.525149 + Penalty 3642.821101 = -8184139.704047
  nChanged 34
		SP:Iteration 53Q (123747.470000 sec): 3 clusters
  Score: Raw -8187786.452535 + Penalty 3642.821101 = -8184143.631433
  nChanged 30
		SP:Iteration 54Q (123747.970000 sec): 3 clusters
  Score: Raw -8187789.693012 + Penalty 3642.821101 = -8184146.871910
  nChanged 23
		SP:Iteration 55Q (123748.530000 sec): 3 clusters
  Score: Raw -8187791.909516 + Penalty 3642.821101 = -8184149.088415
  nChanged 24
		SP:Iteration 56Q (123749.070000 sec): 3 clusters
  Score: Raw -8187794.611650 + Penalty 3642.821101 = -8184151.790549
  nChanged 19
		SP:Iteration 57Q (123749.610000 sec): 3 clusters
  Score: Raw -8187796.672886 + Penalty 3642.821101 = -8184153.851785
  nChanged 18
		SP:Iteration 58Q (123750.170000 sec): 3 clusters
  Score: Raw -8187798.512136 + Penalty 3642.821101 = -8184155.691035
  nChanged 19
		SP:Iteration 59Q (123750.740000 sec): 3 clusters
  Score: Raw -8187800.461447 + Penalty 3642.821101 = -8184157.640345
  nChanged 11
		SP:Iteration 60F (123751.320000 sec): 3 clusters
  Score: Raw -8187801.540912 + Penalty 3642.821101 = -8184158.719811
  nChanged 14
		SP:Iteration 61Q (123751.860000 sec): 3 clusters
  Score: Raw -8187802.811822 + Penalty 3642.821101 = -8184159.990721
  nChanged 9
		SP:Iteration 62Q (123752.440000 sec): 3 clusters
  Score: Raw -8187803.621710 + Penalty 3642.821101 = -8184160.800609
  nChanged 8
		SP:Iteration 63Q (123752.940000 sec): 3 clusters
  Score: Raw -8187804.211453 + Penalty 3642.821101 = -8184161.390352
  nChanged 8
		SP:Iteration 64Q (123753.500000 sec): 3 clusters
  Score: Raw -8187804.731915 + Penalty 3642.821101 = -8184161.910814
  nChanged 9
		SP:Iteration 65Q (123754.040000 sec): 3 clusters
  Score: Raw -8187805.350486 + Penalty 3642.821101 = -8184162.529385
  nChanged 5
		SP:Iteration 66Q (123754.510000 sec): 3 clusters
  Score: Raw -8187805.678786 + Penalty 3642.821101 = -8184162.857684
  nChanged 4
		SP:Iteration 67Q (123755.080000 sec): 3 clusters
  Score: Raw -8187805.957890 + Penalty 3642.821101 = -8184163.136788
  nChanged 2
		SP:Iteration 68Q (123755.610000 sec): 3 clusters
  Score: Raw -8187806.078884 + Penalty 3642.821101 = -8184163.257783
  nChanged 2
		SP:Iteration 69Q (123756.240000 sec): 3 clusters
  Score: Raw -8187806.183127 + Penalty 3642.821101 = -8184163.362025
  nChanged 0
		SP:Iteration 70F (123756.870000 sec): 3 clusters
  Score: Raw -8187806.183127 + Penalty 3642.821101 = -8184163.362025
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 55 (459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123756.960000 sec): 2 clusters
  Score: Raw -52510.972383 + Penalty 995.970659 = -51515.001724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123757.140000 sec): 3 clusters
  Score: Raw -52440.615625 + Penalty 1991.941318 = -50448.674307
  nChanged 114
		SP:Iteration 1F (123757.320000 sec): 3 clusters
  Score: Raw -52580.910952 + Penalty 1991.941318 = -50588.969633
  nChanged 21
		SP:Iteration 2Q (123757.500000 sec): 3 clusters
  Score: Raw -52624.535943 + Penalty 1991.941318 = -50632.594625
  nChanged 18
		SP:Iteration 3Q (123757.710000 sec): 3 clusters
  Score: Raw -52654.541127 + Penalty 1991.941318 = -50662.599809
  nChanged 5
		SP:Iteration 4Q (123757.960000 sec): 3 clusters
  Score: Raw -52665.602124 + Penalty 1991.941318 = -50673.660806
  nChanged 2
		SP:Iteration 5Q (123758.130000 sec): 3 clusters
  Score: Raw -52668.892883 + Penalty 1991.941318 = -50676.951565
  nChanged 3
		SP:Iteration 6Q (123758.300000 sec): 3 clusters
  Score: Raw -52673.742935 + Penalty 1991.941318 = -50681.801617
  nChanged 3
		SP:Iteration 7Q (123758.510000 sec): 3 clusters
  Score: Raw -52679.767614 + Penalty 1991.941318 = -50687.826296
  nChanged 2
		SP:Iteration 8Q (123758.660000 sec): 3 clusters
  Score: Raw -52682.512446 + Penalty 1991.941318 = -50690.571128
  nChanged 1
		SP:Iteration 9Q (123758.820000 sec): 3 clusters
  Score: Raw -52683.382756 + Penalty 1991.941318 = -50691.441437
  nChanged 1
		SP:Iteration 10Q (123759.000000 sec): 3 clusters
  Score: Raw -52684.088952 + Penalty 1991.941318 = -50692.147634
  nChanged 1
		SP:Iteration 11Q (123759.180000 sec): 3 clusters
  Score: Raw -52685.288994 + Penalty 1991.941318 = -50693.347676
  nChanged 2
		SP:Iteration 12Q (123759.420000 sec): 3 clusters
  Score: Raw -52687.029569 + Penalty 1991.941318 = -50695.088251
  nChanged 1
		SP:Iteration 13Q (123759.580000 sec): 3 clusters
  Score: Raw -52688.694522 + Penalty 1991.941318 = -50696.753203
  nChanged 1
		SP:Iteration 14Q (123759.800000 sec): 3 clusters
  Score: Raw -52689.305562 + Penalty 1991.941318 = -50697.364244
  nChanged 2
		SP:Iteration 15Q (123759.960000 sec): 3 clusters
  Score: Raw -52691.151317 + Penalty 1991.941318 = -50699.209999
  nChanged 0
		SP:Iteration 16F (123760.160000 sec): 3 clusters
  Score: Raw -52691.151317 + Penalty 1991.941318 = -50699.209999
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 56 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123760.250000 sec): 2 clusters
  Score: Raw -29061.933998 + Penalty 922.472493 = -28139.461505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123760.470000 sec): 3 clusters
  Score: Raw -29105.654631 + Penalty 1844.944986 = -27260.709645
  nChanged 42
		SP:Iteration 1F (123760.640000 sec): 3 clusters
  Score: Raw -29195.176672 + Penalty 1844.944986 = -27350.231686
  nChanged 13
		SP:Iteration 2Q (123760.820000 sec): 3 clusters
  Score: Raw -29247.300886 + Penalty 1844.944986 = -27402.355900
  nChanged 8
		SP:Iteration 3Q (123760.990000 sec): 3 clusters
  Score: Raw -29264.973544 + Penalty 1844.944986 = -27420.028558
  nChanged 2
		SP:Iteration 4Q (123761.160000 sec): 3 clusters
  Score: Raw -29269.358963 + Penalty 1844.944986 = -27424.413977
  nChanged 3
		SP:Iteration 5Q (123761.340000 sec): 3 clusters
  Score: Raw -29278.513353 + Penalty 1844.944986 = -27433.568367
  nChanged 1
		SP:Iteration 6Q (123761.490000 sec): 3 clusters
  Score: Raw -29281.799708 + Penalty 1844.944986 = -27436.854722
  nChanged 2
		SP:Iteration 7Q (123761.660000 sec): 3 clusters
  Score: Raw -29286.223930 + Penalty 1844.944986 = -27441.278944
  nChanged 1
		SP:Iteration 8Q (123761.900000 sec): 3 clusters
  Score: Raw -29288.387937 + Penalty 1844.944986 = -27443.442951
  nChanged 0
		SP:Iteration 9F (123762.080000 sec): 3 clusters
  Score: Raw -29288.387937 + Penalty 1844.944986 = -27443.442951
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 57 (162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123762.150000 sec): 2 clusters
  Score: Raw -12311.227437 + Penalty 826.734404 = -11484.493032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123762.300000 sec): 3 clusters
  Score: Raw -12524.286836 + Penalty 1653.468809 = -10870.818027
  nChanged 25
		SP:Iteration 1F (123762.490000 sec): 3 clusters
  Score: Raw -12599.585375 + Penalty 1653.468809 = -10946.116566
  nChanged 2
		SP:Iteration 2Q (123762.680000 sec): 3 clusters
  Score: Raw -12611.789848 + Penalty 1653.468809 = -10958.321039
  nChanged 4
		SP:Iteration 3Q (123762.850000 sec): 3 clusters
  Score: Raw -12631.507951 + Penalty 1653.468809 = -10978.039142
  nChanged 1
		SP:Iteration 4Q (123763.030000 sec): 3 clusters
  Score: Raw -12632.626396 + Penalty 1653.468809 = -10979.157587
  nChanged 0
		SP:Iteration 5F (123763.220000 sec): 3 clusters
  Score: Raw -12632.626396 + Penalty 1653.468809 = -10979.157587
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 58 (540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123763.300000 sec): 2 clusters
  Score: Raw -61440.899047 + Penalty 1022.379985 = -60418.519061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123763.460000 sec): 3 clusters
  Score: Raw -61348.214634 + Penalty 2044.759970 = -59303.454663
  nChanged 120
		SP:Iteration 1F (123763.680000 sec): 3 clusters
  Score: Raw -61533.804452 + Penalty 2044.759970 = -59489.044482
  nChanged 36
		SP:Iteration 2F (123763.860000 sec): 3 clusters
  Score: Raw -61626.005647 + Penalty 2044.759970 = -59581.245677
  nChanged 25
		SP:Iteration 3Q (123764.030000 sec): 3 clusters
  Score: Raw -61671.742830 + Penalty 2044.759970 = -59626.982860
  nChanged 14
		SP:Iteration 4Q (123764.200000 sec): 3 clusters
  Score: Raw -61694.535473 + Penalty 2044.759970 = -59649.775503
  nChanged 8
		SP:Iteration 5Q (123764.380000 sec): 3 clusters
  Score: Raw -61707.866617 + Penalty 2044.759970 = -59663.106647
  nChanged 9
		SP:Iteration 6Q (123764.580000 sec): 3 clusters
  Score: Raw -61725.418467 + Penalty 2044.759970 = -59680.658496
  nChanged 7
		SP:Iteration 7Q (123764.740000 sec): 3 clusters
  Score: Raw -61747.469494 + Penalty 2044.759970 = -59702.709524
  nChanged 15
		SP:Iteration 8Q (123764.910000 sec): 3 clusters
  Score: Raw -61811.352788 + Penalty 2044.759970 = -59766.592818
  nChanged 14
		SP:Iteration 9Q (123765.090000 sec): 3 clusters
  Score: Raw -61884.143727 + Penalty 2044.759970 = -59839.383756
  nChanged 15
		SP:Iteration 10Q (123765.270000 sec): 3 clusters
  Score: Raw -61906.180142 + Penalty 2044.759970 = -59861.420172
  nChanged 10
		SP:Iteration 11Q (123765.430000 sec): 3 clusters
  Score: Raw -61930.204952 + Penalty 2044.759970 = -59885.444982
  nChanged 5
		SP:Iteration 12Q (123765.680000 sec): 3 clusters
  Score: Raw -61942.789386 + Penalty 2044.759970 = -59898.029415
  nChanged 4
		SP:Iteration 13Q (123765.910000 sec): 3 clusters
  Score: Raw -61957.653908 + Penalty 2044.759970 = -59912.893938
  nChanged 4
		SP:Iteration 14Q (123766.060000 sec): 3 clusters
  Score: Raw -61963.932039 + Penalty 2044.759970 = -59919.172069
  nChanged 2
		SP:Iteration 15Q (123766.240000 sec): 3 clusters
  Score: Raw -61966.012365 + Penalty 2044.759970 = -59921.252395
  nChanged 0
		SP:Iteration 16F (123766.470000 sec): 3 clusters
  Score: Raw -61966.012365 + Penalty 2044.759970 = -59921.252395
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 59 (203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123766.610000 sec): 2 clusters
  Score: Raw -19226.524474 + Penalty 863.395972 = -18363.128503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123766.820000 sec): 3 clusters
  Score: Raw -19346.795131 + Penalty 1726.791943 = -17620.003188
  nChanged 20
		SP:Iteration 1F (123767.040000 sec): 3 clusters
  Score: Raw -19414.756434 + Penalty 1726.791943 = -17687.964491
  nChanged 4
		SP:Iteration 2Q (123767.220000 sec): 3 clusters
  Score: Raw -19424.672288 + Penalty 1726.791943 = -17697.880345
  nChanged 2
		SP:Iteration 3Q (123767.430000 sec): 3 clusters
  Score: Raw -19433.195485 + Penalty 1726.791943 = -17706.403541
  nChanged 1
		SP:Iteration 4Q (123767.610000 sec): 3 clusters
  Score: Raw -19436.622141 + Penalty 1726.791943 = -17709.830198
  nChanged 0
		SP:Iteration 5F (123767.790000 sec): 3 clusters
  Score: Raw -19436.622141 + Penalty 1726.791943 = -17709.830198
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 60 (12284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123767.940000 sec): 2 clusters
  Score: Raw -1360719.309601 + Penalty 1530.108593 = -1359189.201008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123768.240000 sec): 3 clusters
  Score: Raw -1353572.288947 + Penalty 3060.217187 = -1350512.071761
  nChanged 5395
		SP:Iteration 1F (123768.440000 sec): 3 clusters
  Score: Raw -1356607.871994 + Penalty 3060.217187 = -1353547.654808
  nChanged 770
		SP:Iteration 2F (123768.710000 sec): 3 clusters
  Score: Raw -1356941.091656 + Penalty 3060.217187 = -1353880.874469
  nChanged 614
		SP:Iteration 3Q (123769.010000 sec): 3 clusters
  Score: Raw -1357190.676155 + Penalty 3060.217187 = -1354130.458968
  nChanged 577
		SP:Iteration 4Q (123769.270000 sec): 3 clusters
  Score: Raw -1357456.194438 + Penalty 3060.217187 = -1354395.977251
  nChanged 585
		SP:Iteration 5Q (123769.580000 sec): 3 clusters
  Score: Raw -1357734.075600 + Penalty 3060.217187 = -1354673.858414
  nChanged 534
		SP:Iteration 6Q (123769.810000 sec): 3 clusters
  Score: Raw -1358003.885337 + Penalty 3060.217187 = -1354943.668150
  nChanged 538
		SP:Iteration 7Q (123770.050000 sec): 3 clusters
  Score: Raw -1358325.196339 + Penalty 3060.217187 = -1355264.979152
  nChanged 529
		SP:Iteration 8Q (123770.300000 sec): 3 clusters
  Score: Raw -1358714.434104 + Penalty 3060.217187 = -1355654.216917
  nChanged 543
		SP:Iteration 9Q (123770.580000 sec): 3 clusters
  Score: Raw -1359134.325033 + Penalty 3060.217187 = -1356074.107847
  nChanged 480
		SP:Iteration 10Q (123770.800000 sec): 3 clusters
  Score: Raw -1359430.649933 + Penalty 3060.217187 = -1356370.432747
  nChanged 370
		SP:Iteration 11Q (123771.090000 sec): 3 clusters
  Score: Raw -1359608.663048 + Penalty 3060.217187 = -1356548.445862
  nChanged 274
		SP:Iteration 12Q (123771.320000 sec): 3 clusters
  Score: Raw -1359722.249097 + Penalty 3060.217187 = -1356662.031910
  nChanged 220
		SP:Iteration 13Q (123771.540000 sec): 3 clusters
  Score: Raw -1359804.550926 + Penalty 3060.217187 = -1356744.333739
  nChanged 186
		SP:Iteration 14Q (123771.790000 sec): 3 clusters
  Score: Raw -1359872.932032 + Penalty 3060.217187 = -1356812.714846
  nChanged 180
		SP:Iteration 15Q (123772.060000 sec): 3 clusters
  Score: Raw -1359939.958345 + Penalty 3060.217187 = -1356879.741158
  nChanged 166
		SP:Iteration 16Q (123772.320000 sec): 3 clusters
  Score: Raw -1360002.018797 + Penalty 3060.217187 = -1356941.801611
  nChanged 166
		SP:Iteration 17Q (123772.590000 sec): 3 clusters
  Score: Raw -1360060.741673 + Penalty 3060.217187 = -1357000.524487
  nChanged 172
		SP:Iteration 18Q (123772.810000 sec): 3 clusters
  Score: Raw -1360124.086261 + Penalty 3060.217187 = -1357063.869074
  nChanged 145
		SP:Iteration 19Q (123773.040000 sec): 3 clusters
  Score: Raw -1360178.262032 + Penalty 3060.217187 = -1357118.044846
  nChanged 130
		SP:Iteration 20F (123773.290000 sec): 3 clusters
  Score: Raw -1360231.350528 + Penalty 3060.217187 = -1357171.133342
  nChanged 115
		SP:Iteration 21Q (123773.560000 sec): 3 clusters
  Score: Raw -1360278.296431 + Penalty 3060.217187 = -1357218.079244
  nChanged 118
		SP:Iteration 22Q (123773.850000 sec): 3 clusters
  Score: Raw -1360329.336997 + Penalty 3060.217187 = -1357269.119810
  nChanged 123
		SP:Iteration 23Q (123774.130000 sec): 3 clusters
  Score: Raw -1360381.033725 + Penalty 3060.217187 = -1357320.816539
  nChanged 122
		SP:Iteration 24Q (123774.420000 sec): 3 clusters
  Score: Raw -1360441.932020 + Penalty 3060.217187 = -1357381.714834
  nChanged 122
		SP:Iteration 25Q (123774.720000 sec): 3 clusters
  Score: Raw -1360499.279790 + Penalty 3060.217187 = -1357439.062603
  nChanged 106
		SP:Iteration 26Q (123774.910000 sec): 3 clusters
  Score: Raw -1360541.335690 + Penalty 3060.217187 = -1357481.118503
  nChanged 74
		SP:Iteration 27Q (123775.200000 sec): 3 clusters
  Score: Raw -1360572.987251 + Penalty 3060.217187 = -1357512.770065
  nChanged 76
		SP:Iteration 28Q (123775.470000 sec): 3 clusters
  Score: Raw -1360605.810205 + Penalty 3060.217187 = -1357545.593018
  nChanged 67
		SP:Iteration 29Q (123775.700000 sec): 3 clusters
  Score: Raw -1360635.355709 + Penalty 3060.217187 = -1357575.138523
  nChanged 72
		SP:Iteration 30Q (123775.900000 sec): 3 clusters
  Score: Raw -1360672.038423 + Penalty 3060.217187 = -1357611.821237
  nChanged 70
		SP:Iteration 31Q (123776.140000 sec): 3 clusters
  Score: Raw -1360709.794701 + Penalty 3060.217187 = -1357649.577514
  nChanged 55
		SP:Iteration 32Q (123776.320000 sec): 3 clusters
  Score: Raw -1360735.070766 + Penalty 3060.217187 = -1357674.853579
  nChanged 46
		SP:Iteration 33Q (123776.580000 sec): 3 clusters
  Score: Raw -1360756.663103 + Penalty 3060.217187 = -1357696.445917
  nChanged 49
		SP:Iteration 34Q (123776.780000 sec): 3 clusters
  Score: Raw -1360776.198466 + Penalty 3060.217187 = -1357715.981280
  nChanged 36
		SP:Iteration 35Q (123776.970000 sec): 3 clusters
  Score: Raw -1360788.290927 + Penalty 3060.217187 = -1357728.073741
  nChanged 28
		SP:Iteration 36Q (123777.190000 sec): 3 clusters
  Score: Raw -1360797.943009 + Penalty 3060.217187 = -1357737.725823
  nChanged 22
		SP:Iteration 37Q (123777.420000 sec): 3 clusters
  Score: Raw -1360806.768223 + Penalty 3060.217187 = -1357746.551036
  nChanged 15
		SP:Iteration 38Q (123777.680000 sec): 3 clusters
  Score: Raw -1360811.330486 + Penalty 3060.217187 = -1357751.113300
  nChanged 17
		SP:Iteration 39Q (123777.870000 sec): 3 clusters
  Score: Raw -1360816.902675 + Penalty 3060.217187 = -1357756.685488
  nChanged 13
		SP:Iteration 40F (123778.130000 sec): 3 clusters
  Score: Raw -1360822.089850 + Penalty 3060.217187 = -1357761.872664
  nChanged 18
		SP:Iteration 41Q (123778.400000 sec): 3 clusters
  Score: Raw -1360828.633166 + Penalty 3060.217187 = -1357768.415980
  nChanged 22
		SP:Iteration 42Q (123778.660000 sec): 3 clusters
  Score: Raw -1360837.530594 + Penalty 3060.217187 = -1357777.313407
  nChanged 15
		SP:Iteration 43Q (123778.880000 sec): 3 clusters
  Score: Raw -1360844.484571 + Penalty 3060.217187 = -1357784.267384
  nChanged 18
		SP:Iteration 44Q (123779.120000 sec): 3 clusters
  Score: Raw -1360851.957396 + Penalty 3060.217187 = -1357791.740210
  nChanged 19
		SP:Iteration 45Q (123779.390000 sec): 3 clusters
  Score: Raw -1360860.405314 + Penalty 3060.217187 = -1357800.188127
  nChanged 21
		SP:Iteration 46Q (123779.600000 sec): 3 clusters
  Score: Raw -1360868.896227 + Penalty 3060.217187 = -1357808.679040
  nChanged 13
		SP:Iteration 47Q (123779.920000 sec): 3 clusters
  Score: Raw -1360874.243660 + Penalty 3060.217187 = -1357814.026473
  nChanged 10
		SP:Iteration 48Q (123780.160000 sec): 3 clusters
  Score: Raw -1360877.185890 + Penalty 3060.217187 = -1357816.968704
  nChanged 10
		SP:Iteration 49Q (123780.390000 sec): 3 clusters
  Score: Raw -1360880.875985 + Penalty 3060.217187 = -1357820.658798
  nChanged 10
		SP:Iteration 50Q (123780.620000 sec): 3 clusters
  Score: Raw -1360883.552231 + Penalty 3060.217187 = -1357823.335045
  nChanged 7
		SP:Iteration 51Q (123780.880000 sec): 3 clusters
  Score: Raw -1360886.135125 + Penalty 3060.217187 = -1357825.917938
  nChanged 8
		SP:Iteration 52Q (123781.140000 sec): 3 clusters
  Score: Raw -1360889.589993 + Penalty 3060.217187 = -1357829.372806
  nChanged 9
		SP:Iteration 53Q (123781.350000 sec): 3 clusters
  Score: Raw -1360893.506465 + Penalty 3060.217187 = -1357833.289279
  nChanged 8
		SP:Iteration 54Q (123781.610000 sec): 3 clusters
  Score: Raw -1360897.045878 + Penalty 3060.217187 = -1357836.828692
  nChanged 11
		SP:Iteration 55Q (123781.820000 sec): 3 clusters
  Score: Raw -1360901.254524 + Penalty 3060.217187 = -1357841.037338
  nChanged 10
		SP:Iteration 56Q (123782.070000 sec): 3 clusters
  Score: Raw -1360905.111216 + Penalty 3060.217187 = -1357844.894029
  nChanged 9
		SP:Iteration 57Q (123782.350000 sec): 3 clusters
  Score: Raw -1360908.399043 + Penalty 3060.217187 = -1357848.181856
  nChanged 7
		SP:Iteration 58Q (123782.600000 sec): 3 clusters
  Score: Raw -1360911.978665 + Penalty 3060.217187 = -1357851.761479
  nChanged 8
		SP:Iteration 59Q (123782.850000 sec): 3 clusters
  Score: Raw -1360914.694318 + Penalty 3060.217187 = -1357854.477132
  nChanged 7
		SP:Iteration 60F (123783.040000 sec): 3 clusters
  Score: Raw -1360916.996558 + Penalty 3060.217187 = -1357856.779371
  nChanged 4
		SP:Iteration 61Q (123783.290000 sec): 3 clusters
  Score: Raw -1360919.105005 + Penalty 3060.217187 = -1357858.887819
  nChanged 2
		SP:Iteration 62Q (123783.510000 sec): 3 clusters
  Score: Raw -1360919.961221 + Penalty 3060.217187 = -1357859.744034
  nChanged 4
		SP:Iteration 63Q (123783.790000 sec): 3 clusters
  Score: Raw -1360921.635325 + Penalty 3060.217187 = -1357861.418139
  nChanged 2
		SP:Iteration 64Q (123783.990000 sec): 3 clusters
  Score: Raw -1360922.547953 + Penalty 3060.217187 = -1357862.330766
  nChanged 1
		SP:Iteration 65Q (123784.290000 sec): 3 clusters
  Score: Raw -1360922.888490 + Penalty 3060.217187 = -1357862.671304
  nChanged 3
		SP:Iteration 66Q (123784.550000 sec): 3 clusters
  Score: Raw -1360924.359216 + Penalty 3060.217187 = -1357864.142029
  nChanged 3
		SP:Iteration 67Q (123784.790000 sec): 3 clusters
  Score: Raw -1360925.288556 + Penalty 3060.217187 = -1357865.071369
  nChanged 1
		SP:Iteration 68Q (123785.020000 sec): 3 clusters
  Score: Raw -1360925.733245 + Penalty 3060.217187 = -1357865.516058
  nChanged 3
		SP:Iteration 69Q (123785.230000 sec): 3 clusters
  Score: Raw -1360926.723045 + Penalty 3060.217187 = -1357866.505858
  nChanged 2
		SP:Iteration 70Q (123785.430000 sec): 3 clusters
  Score: Raw -1360927.249520 + Penalty 3060.217187 = -1357867.032333
  nChanged 1
		SP:Iteration 71Q (123785.600000 sec): 3 clusters
  Score: Raw -1360927.666590 + Penalty 3060.217187 = -1357867.449403
  nChanged 0
		SP:Iteration 72F (123785.830000 sec): 3 clusters
  Score: Raw -1360927.666590 + Penalty 3060.217187 = -1357867.449403
  nChanged 0
Memory request: 0.00 GB would take us to total of 11.42 GB.

 Trying to split cluster 61 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123785.910000 sec): 2 clusters
  Score: Raw -48845.705397 + Penalty 977.625538 = -47868.079858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123786.110000 sec): 3 clusters
  Score: Raw -48822.044809 + Penalty 1955.251077 = -46866.793732
  nChanged 84
		SP:Iteration 1F (123786.220000 sec): 3 clusters
  Score: Raw -48930.453662 + Penalty 1955.251077 = -46975.202585
  nChanged 15
		SP:Iteration 2Q (123786.400000 sec): 3 clusters
  Score: Raw -48953.483811 + Penalty 1955.251077 = -46998.232734
  nChanged 7
		SP:Iteration 3Q (123786.550000 sec): 3 clusters
  Score: Raw -48963.234335 + Penalty 1955.251077 = -47007.983258
  nChanged 1
		SP:Iteration 4Q (123786.700000 sec): 3 clusters
  Score: Raw -48965.168108 + Penalty 1955.251077 = -47009.917031
  nChanged 0
		SP:Iteration 5F (123786.870000 sec): 3 clusters
  Score: Raw -48965.168108 + Penalty 1955.251077 = -47009.917031
  nChanged 0
------ Evaluating fit on full set of 4658005 points ------
  Score: Raw -507285103.817536 + Penalty 152197.494471 = -507132906.323065
Time taken for this iteration:81654.590000 seconds.
 21->62 Clusters: Score -507132906.323065, best is -507101706.670685
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 73820 (time per iteration =516.210351 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 2606778747648.000000 (time per metric unit =14.618290ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 62562689943552.000000 (time per metric unit=609.095423ps)

That took 38106.648104 seconds.
